from typing import List, Dict, Iterable, Tuple, Callable
from matplotlib import pyplot as plt
from collections import Counter
import sys
import os
import string
import urllib.request
import requests
import curl
import pycurl
import webbrowser
import numpy as np
import math
import pandas as pd
# from IPython import qt
from matplotlib.pyplot import figure
from py.xml import raw
from requests.api import get
from matplotlib import pyplot as plt
# from scratch.working_with_data import rescale
# from scratch.multiple_regression import least_squares_fit, predict
# from scratch.gradient_descent import gradient_step
# from stats import mean, median, de_mean, standard_deviation, correlation
# from gradient_descent import minimize_stochastic, maximize_stochastic, maximize_batch
# from vector import dot, vector_add
# from normal import normal_cdf
# from matrix import make_matrix, get_column, shape, matrix_multiply
# from logistic_regression import *
import math
import os
import random
import sys
from functools import partial, reduce
from scipy.optimize import fmin_tnc
import itertools
import random
import tqdm
from typing import*
from collections import*
# from scipy import*
from sklearn.metrics import*
from numpy import *
# bltin_sum = np.sum
import random
import csv
import re
# Functions
# def add(a, b): return a + b
Vector = List[float]
Tensor = list
def vector_sum(vectors):
"""Sums all corresponding elements"""
# Check that vectors is not empty
assert vectors, "no vectors provided!"
# Check the vectors are all the same size
num_elements = len(vectors[0])
assert all(len(v) == num_elements for v in vectors), "different sizes!"
# the i-th element of the result is the sum of every vector[i]
return [sum(vector[i] for vector in vectors)
for i in range(num_elements)]
def scalar_multiply(c , v):
"""Multiplies every element by c"""
return [c * v_i for v_i in v]
def vector_mean(vectors):
"""Computes the element-wise average"""
n = len(vectors)
m = sum(vectors,axis=0)
vec_mean = np.multiply(1/n,m)
return vec_mean
def de_mean(xs):
"""Translate xs by subtracting its mean (so the result has mean 0)"""
x_bar = np.mean(xs)
d_mean = [x - x_bar for x in xs]
return d_mean
def dot(v, w):
"""Computes v_1 * w_1 + ... + v_n * w_n"""
assert len(v) == len(w), "vectors must be same length"
# return np.sum(v_i * w_i for v_i, w_i in zip(v, w))
# gen =
return np.sum(np.fromiter((v_i * w_i for v_i, w_i in zip(v, w)),float))
def sum_of_squares(v):
"""Returns v_1 * v_1 + ... + v_n * v_n"""
return dot(v, v)
def variance(xs):
"""Almost the average squared deviation from the mean"""
assert len(xs) >= 2, "variance requires at least two elements"
n = len(xs)
deviations = de_mean(xs)
vari = sum_of_squares(deviations)/(n-1)
return vari
# Standard deviation
def standard_deviation(xs):
"""The standard deviation is the square root of the variance"""
std_dev = np.sqrt(variance(xs))
return std_dev
def scale(data):
"""returns the mean and standard deviation for each position"""
dim = data.shape[0]
# Vector Mean
# n = len(data)
# m = np.sum(data,axis=0)
# means = np.multiply(1/n,m)
means = vector_mean(data)
# Standard Deviaiton
stdevs = [standard_deviation([vector[i] for vector in data])
for i in range(dim)]
return means,stdevs
def rescale(data):
"""
Rescales the input data so that each position has
mean 0 and standard deviation 1. (Leaves a position
as is if its standard deviation is 0.)
"""
dim = data.shape[0]
means, stdevs = scale(data)
means = list(means)
stdevs = list(stdevs)
# Make a copy of each vector
rescaled = [v[:] for v in data]
v0 = []
for v in rescaled:
v = list(v)
for i in range(dim):
if stdevs[i] > 0:
v[i] = (v[i] - means[i]) / stdevs[i]
v0.append(v)
return v0
def gradient_step(v, gradient, step_size):
"""Moves `step_size` in the `gradient` direction from `v`"""
assert len(v) == len(gradient)
step = scalar_multiply(step_size, gradient)
grad_step = np.add(v,step)
return grad_step
# def predict(alpha, beta, x_i):
# pred = beta * x_i + alpha
# return pred
# def error(x, y, beta):
# """
# The error from predicting beta * x_i + alpha
# when the actual value is y_i
# """
# err_fin = predict(alpha, beta, x_i) - y_i
# return err_fin
def predict(x, beta):
"""assumes that the first element of x is 1"""
return dot(x, beta)
def error(x, y, beta):
return predict(x, beta) - y
def sqerror_gradient(x, y, beta):
err = error(x, y, beta)
err_fin = [2 * err * x_i for x_i in x]
return err_fin
def least_squares_fit(xs, ys, learning_rate = 0.001, num_steps = 1000, batch_size = 1):
"""
Find the beta that minimizes the sum of squared errors
assuming the model y = dot(x, beta).
"""
# Start with a random guess
guess = [np.random.random() for _ in xs[0]]
for _ in tqdm.trange(num_steps, desc="least squares fit"):
for start in range(0, len(xs), batch_size):
batch_xs = xs[start:start+batch_size]
batch_ys = ys[start:start+batch_size]
gradient = vector_mean([sqerror_gradient(x, y, guess)
for x, y in zip(batch_xs, batch_ys)])
guess = gradient_step(guess, gradient, -learning_rate)
return guess
def logistic(x):
return 1.0 / (1 + math.exp(-x))
def logistic_prime(x):
y = logistic(x)
return y * (1 - y)
def _negative_log_likelihood(x, y, beta):
"""The negative log likelihood for one data point"""
if y == 1:
return -math.log(logistic(dot(x, beta)))
else:
return -math.log(1 - logistic(dot(x, beta)))
def negative_log_likelihood(xs, ys, beta):
return sum(_negative_log_likelihood(x, y, beta)
for x, y in zip(xs, ys))
def _negative_log_partial_j(x, y, beta, j):
"""
The jth partial derivative for one data point.
Here i is the index of the data point.
"""
return -(y - logistic(dot(x, beta))) * x[j]
def _negative_log_gradient(x, y, beta):
"""
The gradient for one data point.
"""
return [_negative_log_partial_j(x, y, beta, j)
for j in range(len(beta))]
def negative_log_gradient(xs, ys,beta):
return vector_sum([_negative_log_gradient(x, y, beta)
for x, y in zip(xs, ys)])
def split_data(data, prob):
"""Split data into fractions [prob, 1 - prob]"""
data = data[:] # Make a shallow copy
random.shuffle(data) # because shuffle modifies the list.
cut = int(len(data) * prob) # Use prob to find a cutoff
return data[:cut], data[cut:] # and split the shuffled list there.
def train_test_split(xs, ys, test_pct):
# Generate the indices and split them
idxs = [i for i in range(len(xs))]
train_idxs, test_idxs = split_data(idxs, 1 - test_pct)
return ([xs[i] for i in train_idxs], # x_train
[xs[i] for i in test_idxs], # x_test
[ys[i] for i in train_idxs], # y_train
[ys[i] for i in test_idxs]) # y_test
def step_function(x: float) -> float:
return 1.0 if x >= 0 else 0.0
def sigmoid(t: float) -> float:
return 1 / (1 + math.exp(-t))
# Gradient Descent - step
def gradient_step(v: Vector, gradient: Vector, step_size: float):
"""Moves `step_size` in the `gradient` direction from `v`"""
assert len(v) == len(gradient)
step = scalar_multiply(step_size, gradient)
return add(v, step)
def sum_of_squares_gradient(v: Vector) -> Vector:
return [2 * v_i for v_i in v]
def squared_distance(v: Vector, w: Vector) -> float:
"""Computes (v_1 - w_1) ** 2 + ... + (v_n - w_n) ** 2"""
return sum_of_squares(subtract(v, w))
def distance(v: Vector, w: Vector) -> float:
"""Computes the distance between v and w"""
return math.sqrt(squared_distance(v, w))
def shape(tensor: Tensor) -> List[int]:
sizes: List[int] = []
while isinstance(tensor, list):
sizes.append(len(tensor))
tensor = tensor[0]
return sizes
def is_1d(tensor: Tensor) -> bool:
"""
If tensor[0] is a list, it's a higher-order tensor.
Otherwise, tensor is 1-dimensional (that is, a vector).
"""
return not isinstance(tensor[0], list)
def tensor_sum(tensor: Tensor) -> float:
"""Sums up all the values in the tensor"""
if is_1d(tensor):
return sum(tensor) # just a list of floats, use Python sum
else:
return sum(tensor_sum(tensor_i) # Call tensor_sum on each row
for tensor_i in tensor) # and sum up those results.
def tensor_apply(f: Callable[[float], float], tensor: Tensor) -> Tensor:
"""Applies f elementwise"""
if is_1d(tensor):
return [f(x) for x in tensor]
else:
return [tensor_apply(f, tensor_i) for tensor_i in tensor]
def zeros_like(tensor: Tensor) -> Tensor:
return tensor_apply(lambda _: 0.0, tensor)
def tensor_combine(f: Callable[[float, float], float],
t1: Tensor,
t2: Tensor) -> Tensor:
"""Applies f to corresponding elements of t1 and t2"""
if is_1d(t1):
return [f(x, y) for x, y in zip(t1, t2)]
else:
return [tensor_combine(f, t1_i, t2_i)
for t1_i, t2_i in zip(t1, t2)]
def inverse_normal_cdf(p: float,
mu: float = 0,
sigma: float = 1,
tolerance: float = 0.00001) -> float:
"""Find approximate inverse using binary search"""
# if not standard, compute standard and rescale
if mu != 0 or sigma != 1:
return mu + sigma * inverse_normal_cdf(p, tolerance=tolerance)
low_z = -10.0 # normal_cdf(-10) is (very close to) 0
hi_z = 10.0 # normal_cdf(10) is (very close to) 1
while hi_z - low_z > tolerance:
mid_z = (low_z + hi_z) / 2 # Consider the midpoint
mid_p = normal_cdf(mid_z) # and the CDF's value there
if mid_p < p:
low_z = mid_z # Midpoint too low, search above it
else:
hi_z = mid_z # Midpoint too high, search below it
return mid_z
def normal_cdf(x: float, mu: float = 0, sigma: float = 1) -> float:
return (1 + math.erf((x - mu) / math.sqrt(2) / sigma)) / 2
def num_differences(v1, v2):
assert len(v1) == len(v2)
return len([x1 for x1, x2 in zip(v1, v2) if x1 != x2])
def cluster_means(k: int,
inputs: List[Vector],
assignments: List[int]) -> List[Vector]:
# clusters[i] contains the inputs whose assignment is i
clusters = [[] for i in range(k)]
for input, assignment in zip(inputs, assignments):
clusters[assignment].append(input)
# if a cluster is empty, just use a random point
return [vector_mean(cluster) if cluster else random.choice(inputs)
for cluster in clusters]
class KMeans:
def __init__(self, k: int) -> None:
self.k = k # number of clusters
self.means = None
def classify(self, input: Vector) -> int:
"""return the index of the cluster closest to the input"""
return min(range(self.k),
key=lambda i: squared_distance(input, self.means[i]))
def train(self, inputs: List[Vector]) -> None:
# Start with random assignments
assignments = [random.randrange(self.k) for _ in inputs]
with tqdm.tqdm(itertools.count()) as t:
for _ in t:
# Compute means and find new assignments
self.means = cluster_means(self.k, inputs, assignments)
new_assignments = [self.classify(input) for input in inputs]
# Check how many assignments changed and if we're done
num_changed = num_differences(assignments, new_assignments)
if num_changed == 0:
return
# Otherwise keep the new assignments, and compute new means
assignments = new_assignments
self.means = cluster_means(self.k, inputs, assignments)
t.set_description(f"changed: {num_changed} / {len(inputs)}")
def squared_clustering_errors(inputs, k):
"""finds the total squared error from k-means clustering the
inputs"""
clusterer = KMeans(k)
clusterer.train(inputs)
means = clusterer.means
assignments = [clusterer.classify(input) for input in inputs]
return sum(squared_distance(input, means[cluster])
for input, cluster in zip(inputs, assignments))
def recolor(pixel):
cluster = clusterer.classify(pixel) # index of the closest cluster
return clusterer.means[cluster] # mean of the closest cluster
def get_values(cluster):
if isinstance(cluster, Leaf):
return [cluster.value]
else:
return [value
for child in cluster.children
for value in get_values(child)]
def cluster_distance(cluster1,
cluster2,
distance_agg: Callable = min):
"""
compute all the pairwise distances between cluster1 and cluster2
and apply the aggregation function _distance_agg_ to the resulting
list
"""
return distance_agg([distance(v1, v2) for v1 in get_values(cluster1) for v2 in get_values(cluster2)])
def get_merge_order(cluster):
if isinstance(cluster, Leaf):
return float('inf') # was never merged
else:
return cluster.order
def get_children(cluster):
if isinstance(cluster, Leaf):
raise TypeError("Leaf has no children")
else:
return cluster.children
class Merged(NamedTuple):
children: tuple
order: int
def bottom_up_cluster(inputs: List[Vector],
distance_agg: Callable = min):
# Start with all leaves
clusters: List[Cluster] = [Leaf(input) for input in inputs]
def pair_distance(pair):
return cluster_distance(pair[0], pair[1], distance_agg)
# as long as we have more than one cluster left...
while len(clusters) > 1:
# find the two closest clusters
c1, c2 = min(((cluster1, cluster2)
for i, cluster1 in enumerate(clusters)
for cluster2 in clusters[:i]),
key=pair_distance)
# remove them from the list of clusters
clusters = [c for c in clusters if c != c1 and c != c2]
# merge them, using merge_order = # of clusters left
merged_cluster = Merged((c1, c2), order=len(clusters))
# and add their merge
clusters.append(merged_cluster)
# when there's only one cluster left, return it
return clusters[0]
def generate_clusters(base_cluster,
num_clusters):
# start with a list with just the base cluster
clusters = [base_cluster]
# as long as we don't have enough clusters yet...
while len(clusters) < num_clusters:
# choose the last-merged of our clusters
next_cluster = min(clusters, key=get_merge_order)
# remove it from the list
clusters = [c for c in clusters if c != next_cluster]
# and add its children to the list (i.e., unmerge it)
clusters.extend(get_children(next_cluster))
# once we have enough clusters...
return clusters
def cosine_similarity(v1: Vector, v2: Vector) -> float:
return dot(v1, v2) / math.sqrt(dot(v1, v1) * dot(v2, v2))
def random_tensor(*dims: int, init: str = 'normal') -> Tensor:
if init == 'normal':
return random_normal(*dims)
elif init == 'uniform':
return random_uniform(*dims)
elif init == 'xavier':
variance = len(dims) / sum(dims)
return random_normal(*dims, variance=variance)
else:
raise ValueError(f"unknown init: {init}")
def random_normal() -> float:
"""Returns a random draw from a standard normal distribution"""
return inverse_normal_cdf(random.random())
def random_normal(*dims: int,
mean: float = 0.0,
variance: float = 1.0) -> Tensor:
if len(dims) == 1:
return [mean + variance * inverse_normal_cdf(random.random())
for _ in range(dims[0])]
else:
return [random_normal(*dims[1:], mean=mean, variance=variance)
for _ in range(dims[0])]
def random_uniform(*dims: int) -> Tensor:
if len(dims) == 1:
return [random.random() for _ in range(dims[0])]
else:
return [random_uniform(*dims[1:]) for _ in range(dims[0])]
users_interests = [
["Hadoop", "Big Data", "HBase", "Java", "Spark", "Storm",
"Cassandra"],
["NoSQL", "MongoDB", "Cassandra", "HBase", "Postgres"],
["Python", "scikit-learn", "scipy", "numpy", "statsmodels",
"pandas"],
["R", "Python", "statistics", "regression", "probability"],
["machine learning", "regression", "decision trees", "libsvm"],
["Python", "R", "Java", "C++", "Haskell", "programming languages"],
["statistics", "probability", "mathematics", "theory"],
["machine learning", "scikit-learn", "Mahout", "neural networks"],
["neural networks", "deep learning", "Big Data", "artificial intelligence"],
["Hadoop", "Java", "MapReduce", "Big Data"],
["statistics", "R", "statsmodels"],
["C++", "deep learning", "artificial intelligence", "probability"],
["pandas", "R", "Python"],
["databases", "HBase", "Postgres", "MySQL", "MongoDB"],
["libsvm", "regression", "support vector machines"]
]
popular_interests = Counter(interest
for user_interests in users_interests
for interest in user_interests)
popular_interests = Counter(interest
for user_interests in users_interests
for interest in user_interests)
popular_interests
Counter({'Hadoop': 2,
'Big Data': 3,
'HBase': 3,
'Java': 3,
'Spark': 1,
'Storm': 1,
'Cassandra': 2,
'NoSQL': 1,
'MongoDB': 2,
'Postgres': 2,
'Python': 4,
'scikit-learn': 2,
'scipy': 1,
'numpy': 1,
'statsmodels': 2,
'pandas': 2,
'R': 4,
'statistics': 3,
'regression': 3,
'probability': 3,
'machine learning': 2,
'decision trees': 1,
'libsvm': 2,
'C++': 2,
'Haskell': 1,
'programming languages': 1,
'mathematics': 1,
'theory': 1,
'Mahout': 1,
'neural networks': 2,
'deep learning': 2,
'artificial intelligence': 2,
'MapReduce': 1,
'databases': 1,
'MySQL': 1,
'support vector machines': 1})
def most_popular_new_interests(
user_interests: List[str],
max_results: int = 5) -> List[Tuple[str, int]]:
suggestions = [(interest, frequency)
for interest, frequency in
popular_interests.most_common()
if interest not in user_interests]
return suggestions[:max_results]
most_popular_new_interests(["NoSQL", "MongoDB", "Cassandra", "HBase", "Postgres"])
[('Python', 4), ('R', 4), ('Big Data', 3), ('Java', 3), ('statistics', 3)]
unique_interests = sorted({interest
for user_interests in users_interests
for interest in user_interests})
unique_interests[:6]
['Big Data', 'C++', 'Cassandra', 'HBase', 'Hadoop', 'Haskell']
def make_user_interest_vector(user_interests: List[str]) -> List[int]:
"""
Given a list of interests, produce a vector whose ith element is 1
if unique_interests[i] is in the list, 0 otherwise
"""
return [1 if interest in user_interests else 0
for interest in unique_interests]
user_interest_vectors = [make_user_interest_vector(user_interests)
for user_interests in users_interests]
user_similarities = [[cosine_similarity(interest_vector_i,
interest_vector_j) for interest_vector_j in user_interest_vectors]
for interest_vector_i in user_interest_vectors]
def most_similar_users_to(user_id: int) -> List[Tuple[int, float]]:
pairs = [(other_user_id, similarity) # Find other
for other_user_id, similarity in # users with
enumerate(user_similarities[user_id]) # nonzero
if user_id != other_user_id and similarity > 0] # similarity.
return sorted(pairs, # Sort them
key=lambda pair: pair[-1], # most similar
reverse=True) # first.
most_similar_users_to(0)
[(9, 0.5669467095138409), (1, 0.3380617018914066), (8, 0.1889822365046136), (13, 0.1690308509457033), (5, 0.1543033499620919)]
def user_based_suggestions(user_id: int,
include_current_interests: bool = False):
# Sum up the similarities
suggestions: Dict[str, float] = defaultdict(float)
for other_user_id, similarity in most_similar_users_to(user_id):
for interest in users_interests[other_user_id]:
suggestions[interest] += similarity
# Convert them to a sorted list
suggestions = sorted(suggestions.items(),
key=lambda pair: pair[-1], # weight
reverse=True)
# And (maybe) exclude already interests
if include_current_interests:
return suggestions
else:
return [(suggestion, weight)
for suggestion, weight in suggestions
if suggestion not in users_interests[user_id]]
user_based_suggestions(0)
[('MapReduce', 0.5669467095138409),
('MongoDB', 0.50709255283711),
('Postgres', 0.50709255283711),
('NoSQL', 0.3380617018914066),
('neural networks', 0.1889822365046136),
('deep learning', 0.1889822365046136),
('artificial intelligence', 0.1889822365046136),
('databases', 0.1690308509457033),
('MySQL', 0.1690308509457033),
('Python', 0.1543033499620919),
('R', 0.1543033499620919),
('C++', 0.1543033499620919),
('Haskell', 0.1543033499620919),
('programming languages', 0.1543033499620919)]
interest_user_matrix = [[user_interest_vector[j]
for user_interest_vector in user_interest_vectors]
for j, _ in enumerate(unique_interests)]
interest_similarities = [[cosine_similarity(user_vector_i, user_vector_j)
for user_vector_j in interest_user_matrix]
for user_vector_i in interest_user_matrix]
def most_similar_interests_to(interest_id: int):
similarities = interest_similarities[interest_id]
pairs = [(unique_interests[other_interest_id], similarity)
for other_interest_id, similarity in enumerate(similarities)
if interest_id != other_interest_id and similarity > 0]
return sorted(pairs,
key=lambda pair: pair[-1],
reverse=True)
# most_similar_interests_to('Big Data')
# interest_similarities
def item_based_suggestions(user_id: int,
include_current_interests: bool = False):
# Add up the similar interests
suggestions = defaultdict(float)
user_interest_vector = user_interest_vectors[user_id]
for interest_id, is_interested in enumerate(user_interest_vector):
if is_interested == 1:
similar_interests = most_similar_interests_to(interest_id)
for interest, similarity in similar_interests:
suggestions[interest] += similarity
# Sort them by weight
suggestions = sorted(suggestions.items(),
key=lambda pair: pair[-1],
reverse=True)
if include_current_interests:
return suggestions
else:
return [(suggestion, weight)
for suggestion, weight in suggestions
if suggestion not in users_interests[user_id]]
item_based_suggestions(0)
[('MapReduce', 1.861807319565799),
('MongoDB', 1.3164965809277263),
('Postgres', 1.3164965809277263),
('NoSQL', 1.2844570503761732),
('MySQL', 0.5773502691896258),
('databases', 0.5773502691896258),
('Haskell', 0.5773502691896258),
('programming languages', 0.5773502691896258),
('artificial intelligence', 0.4082482904638631),
('deep learning', 0.4082482904638631),
('neural networks', 0.4082482904638631),
('C++', 0.4082482904638631),
('Python', 0.2886751345948129),
('R', 0.2886751345948129)]
# This points to the current directory, modify if your files are elsewhere.
MOVIES = "u.item" # pipe-delimited: movie_id|title|...
RATINGS = "u.data" # tab-delimited: user_id, movie_id, rating, timestamp
class Rating(NamedTuple):
user_id: str
movie_id: str
rating: float
# We specify this encoding to avoid a UnicodeDecodeError.
# See: https://stackoverflow.com/a/53136168/1076346.
with open(MOVIES, encoding="iso-8859-1") as f:
reader = csv.reader(f, delimiter="|")
movies = {movie_id: title for movie_id, title, *_ in reader}
# Create a list of [Rating]
with open(RATINGS, encoding="iso-8859-1") as f:
reader = csv.reader(f, delimiter="\t")
ratings = [Rating(user_id, movie_id, float(rating))
for user_id, movie_id, rating, _ in reader]
# Data structure for accumulating ratings by movie_id
star_wars_ratings = {movie_id: []
for movie_id, title in movies.items()
if re.search("Star Wars|Empire Strikes|Jedi", title)}
print(star_wars_ratings)
# Iterate over ratings, accumulating the Star Wars ones
for rating in ratings:
if rating.movie_id in star_wars_ratings:
star_wars_ratings[rating.movie_id].append(rating.rating)
# Compute the average rating for each movie
# avg_ratings = [(sum(title_ratings) / len(title_ratings), movie_id)
# for movie_id, title_ratings in star_wars_ratings.items()]
avg_ratings = [(np.mean(title_ratings), movie_id)
for movie_id, title_ratings in star_wars_ratings.items()]
print(avg_ratings)
# And then print them in order
for avg_rating, movie_id in sorted(avg_ratings, reverse=True):
print(f"{avg_rating:.2f} {movies[movie_id]}")
len(star_wars_ratings)
{'50': [], '172': [], '181': []}
[(4.3584905660377355, '50'), (4.204359673024523, '172'), (4.007889546351085, '181')]
4.36 Star Wars (1977)
4.20 Empire Strikes Back, The (1980)
4.01 Return of the Jedi (1983)
3
random.seed(0)
random.shuffle(ratings)
split1 = int(len(ratings) * 0.7)
split2 = int(len(ratings) * 0.85)
train = ratings[:split1] # 70% of the data
validation = ratings[split1:split2] # 15% of the data
test = ratings[split2:] # 15% of the data
## avg_rating = np.sum(rating.rating for rating in train) / len(train)
baseline_error = np.sum((rating.rating - avg_rating) ** 2
for rating in test) / len(test)
C:\Users\USER\AppData\Local\Temp/ipykernel_17280/359367549.py:2: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead. baseline_error = np.sum((rating.rating - avg_rating) ** 2
EMBEDDING_DIM = 2
# Find unique ids
user_ids = {rating.user_id for rating in ratings}
movie_ids = {rating.movie_id for rating in ratings}
a_user = Counter(user_ids)
# len(a_user)
# print(user_ids)
# Then create a random vector per id
user_vectors = {user_id: random_tensor(EMBEDDING_DIM)
for user_id in user_ids}
movie_vectors = {movie_id: random_tensor(EMBEDDING_DIM)
for movie_id in movie_ids}
dict2 = {}
for user_id in user_ids:
dict2[user_id] = random_tensor(EMBEDDING_DIM)
print(dict2['922'])
print(user_vectors['922'])
out = dict(list(dict2.items())[:1])
print(out)
out1 = list(dict2.items())[0]
print(out1)
d2 = list(dict2.items())
print(d2[0])
[-0.2129650115966797, -0.7769489288330078]
[-1.5976428985595703, -0.2919292449951172]
{'221': [0.4108142852783203, 2.300424575805664]}
('221', [0.4108142852783203, 2.300424575805664])
('221', [0.4108142852783203, 2.300424575805664])
def loop(dataset: List[Rating],
learning_rate: float = None) -> None:
with tqdm.tqdm(dataset) as t:
loss = 0.0
for i, rating in enumerate(t):
movie_vector = movie_vectors[rating.movie_id]
print('Movie Vector: ',movie_vector)
user_vector = user_vectors[rating.user_id]
print('User Vector: ', user_vector)
predicted = dot(user_vector, movie_vector)
print('Predicted: ',predicted)
error = predicted - rating.rating
loss += error ** 2
if learning_rate is not None:
# predicted = m_0 * u_0 + ... + m_k * u_k
# So each u_j enters output with coefficent m_j
# and each m_j enters output with coefficient u_j
user_gradient = [error * m_j for m_j in movie_vector]
movie_gradient = [error * u_j for u_j in user_vector]
# Take gradient steps
for j in range(EMBEDDING_DIM):
user_vector[j] -= learning_rate * user_gradient[j]
movie_vector[j] -= learning_rate * movie_gradient[j]
t.set_description(f"avg loss: {loss / (i + 1)}")
learning_rate = 0.05
for epoch in range(20):
learning_rate *= 0.9
print(epoch, learning_rate)
loop(train, learning_rate=learning_rate)
loop(validation)
loop(test)
0 0.045000000000000005
avg loss: 18.723210227353512: 0%| | 91/70000 [00:00<01:17, 903.98it/s]
Movie Vector: [0.6127834320068359, 0.39618492126464844] User Vector: [-1.3004779815673828, -0.5169773101806641] Predicted: -1.0017299757237197 Movie Vector: [-0.3542041778564453, -1.2061023712158203] User Vector: [1.1014461517333984, 0.7700061798095703] Predicted: -1.318843107947032 Movie Vector: [-0.5251789093017578, -2.0674610137939453] User Vector: [1.5749454498291016, 1.6793346405029297] Predicted: -4.299087031904492 Movie Vector: [1.4825916290283203, -1.9130611419677734] User Vector: [-0.7299518585205078, -1.0254192352294922] Predicted: 0.8794691781076835 Movie Vector: [0.2088642120361328, 0.8969020843505859] User Vector: [0.8080196380615234, -1.3551998138427734] Predicted: -1.0467151527336682 Movie Vector: [-2.4300289154052734, -0.2781200408935547] User Vector: [0.9499073028564453, 0.20508766174316406] Predicted: -2.3653412017665687 Movie Vector: [0.6540966033935547, 0.6371402740478516] User Vector: [0.5515384674072266, 0.8195972442626953] Predicted: 0.8829578509903513 Movie Vector: [0.11872291564941406, 0.9619426727294922] User Vector: [0.09224891662597656, -0.0009822845458984375] Predicted: 0.010007158925873227 Movie Vector: [-0.9961795806884766, 1.1876773834228516] User Vector: [-2.101449966430664, 0.9702777862548828] Predicted: 3.245798528769228 Movie Vector: [0.8227634429931641, -1.9394779205322266] User Vector: [0.3750133514404297, 1.3031482696533203] Predicted: -2.2188800199728576 Movie Vector: [0.5447292327880859, 2.043733596801758] User Vector: [0.5285549163818359, 0.5409908294677734] Predicted: 1.3935604478319874 Movie Vector: [0.27543067932128906, -1.6177845001220703] User Vector: [1.097555160522461, 0.1688098907470703] Predicted: 0.02920233873737743 Movie Vector: [0.07037162780761719, 0.04885673522949219] User Vector: [0.7779598236083984, 0.6219768524169922] Predicted: 0.08513405755365966 Movie Vector: [-1.3356685638427734, 0.9784221649169922] User Vector: [-1.5904521942138672, -0.4330158233642578] Predicted: 1.7006447187668527 Movie Vector: [0.44754981994628906, -1.5433788299560547] User Vector: [-0.29166221618652344, -0.47539710998535156] Predicted: 0.6031844630342675 Movie Vector: [-1.8858623504638672, 0.7815265655517578] User Vector: [-1.6925525665283203, 1.9013690948486328] Predicted: 4.6778916199400555 Movie Vector: [-1.3617420196533203, 0.6269741058349609] User Vector: [1.4284229278564453, -0.03563880920410156] Predicted: -1.9674881332321092 Movie Vector: [1.8929004669189453, -0.8957195281982422] User Vector: [0.22767066955566406, 1.050405502319336] Predicted: -0.5099108042486478 Movie Vector: [-0.09791374206542969, -1.7014026641845703] User Vector: [-0.8336353302001953, -0.46578407287597656] Predicted: 0.8741106172237778 Movie Vector: [1.5677738189697266, -1.3573360443115234] User Vector: [-0.7687664031982422, -0.2696514129638672] Predicted: -0.8392442576223402 Movie Vector: [-1.321706771850586, -0.22332191467285156] User Vector: [-2.028169631958008, -1.1409854888916016] Predicted: 2.9354526010138215 Movie Vector: [-0.6076526641845703, 1.2961864471435547] User Vector: [-0.3980541229248047, -0.9238719940185547] Predicted: -0.9556317092574318 Movie Vector: [1.3800889517428332, -2.057054496768043] User Vector: [-0.16936302185058594, 0.9328556060791016] Predicted: -2.1526708546100677 Movie Vector: [-1.834230826411776, 0.7235250676402675] User Vector: [0.4906177520751953, 1.2113094329833984] Predicted: -0.023493465408565894 Movie Vector: [-2.4228572845458984, 0.1487445831298828] User Vector: [-0.7067966461181641, 0.14906883239746094] Predicted: 1.734640584072622 Movie Vector: [-2.5180721282958984, 0.27472496032714844] User Vector: [2.0215702056884766, -0.8211231231689453] Predicted: -5.316042607773852 Movie Vector: [-1.524972915649414, 1.2241649627685547] User Vector: [-1.118936538696289, -0.9597110748291016] Predicted: 0.5315032436556066 Movie Vector: [0.38582801818847656, -1.4858150482177734] User Vector: [0.17905235290527344, -0.4926586151123047] Predicted: 0.8010829984414158 Movie Vector: [-0.26719093322753906, 1.2688159942626953] User Vector: [-1.0457324981689453, 0.04448890686035156] Predicted: 0.3358584786838037 Movie Vector: [1.5375041961669922, 0.2823162078857422] User Vector: [0.04305839538574219, -1.0187625885009766] Predicted: -0.22141072713566246 Movie Vector: [0.16028404235839844, 1.5420818328857422] User Vector: [-0.24209022521972656, -1.7581462860107422] Predicted: -2.7500086471263785 Movie Vector: [0.3560063511233802, 0.650117241375913] User Vector: [0.11357307434082031, -1.0856914520263672] Predicted: -0.6653939959948514 Movie Vector: [-0.4875659942626953, 1.400136947631836] User Vector: [-1.1127948760986328, -0.7240200042724609] Predicted: -0.4711662186309695 Movie Vector: [-1.1858844757080078, -0.18851280212402344] User Vector: [-0.9762668609619141, 0.013589859008789062] Predicted: 1.1551778521607048 Movie Vector: [1.163034439086914, -0.1996326446533203] User Vector: [1.0581302642822266, -0.3279399871826172] Predicted: 1.2961094653292093 Movie Vector: [-0.5177402496337891, -0.3037548065185547] User Vector: [0.6341648101806641, -0.6143474578857422] Predicted: -0.14172165392665192 Movie Vector: [-0.18935203552246094, -1.281881332397461] User Vector: [0.2231121063232422, 0.36963462829589844] Predicted: -0.5160744613021961 Movie Vector: [0.7268238067626953, 1.2630939483642578] User Vector: [-0.5217605791606992, -1.294058716824865] Predicted: -2.0137457444137916 Movie Vector: [0.2792644500732422, -0.9471607208251953] User Vector: [1.0998249053955078, -0.06560325622558594] Predicted: 0.36927882483723806 Movie Vector: [2.9022693634033203, -0.6752872467041016] User Vector: [1.7870807647705078, -0.5527782440185547] Predicted: 5.559873851962038 Movie Vector: [0.6313800811767578, 0.3920269012451172] User Vector: [-0.4375934600830078, -0.5309581756591797] Predicted: -0.4844376826440566 Movie Vector: [-0.31624794006347656, 1.4789104461669922] User Vector: [-0.20239830017089844, -0.6244754791259766] Predicted: -0.8595352639531484 Movie Vector: [1.0952091217041016, 0.3870105743408203] User Vector: [0.14983177185058594, -1.131296157836914] Predicted: -0.27372645254217787 Movie Vector: [-0.28191566467285156, -1.0595035552978516] User Vector: [1.2026309967041016, 0.34234046936035156] Predicted: -0.7017514612016384 Movie Vector: [0.9354877471923828, 2.1807193756103516] User Vector: [0.5682390176614793, 0.8476626540643339] Predicted: 2.3800950121983373 Movie Vector: [-0.4952526092529297, -0.7034778594970703] User Vector: [-1.1167430877685547, -1.426076889038086] Predicted: 1.556283445461304 Movie Vector: [0.6757259368896484, -0.6178951263427734] User Vector: [0.40381431579589844, -0.5694675445556641] Predicted: 0.6247390272619668 Movie Vector: [-0.7751369476318359, -0.7035350799560547] User Vector: [0.21668434143066406, -0.5002689361572266] Predicted: 0.1839967069827253 Movie Vector: [2.825345993041992, -0.06176948547363281] User Vector: [1.4082050323486328, 0.9606838226318359] Predicted: 3.9193255001009675 Movie Vector: [-0.5201435089111328, -0.06064414978027344] User Vector: [0.7769107818603516, 0.6810474395751953] Predicted: -0.4454066431208048 Movie Vector: [-2.1886348724365234, 0.29770851135253906] User Vector: [-1.1118221282958984, 0.5411815643310547] Predicted: 2.5944870398234343 Movie Vector: [0.029268264770507812, -0.6501674652099609] User Vector: [0.9513187408447266, 0.42038917541503906] Predicted: -0.245479915793112 Movie Vector: [0.43229103088378906, 1.0814762115478516] User Vector: [-0.7191753387451172, 0.46479225158691406] Predicted: 0.1917687148306868 Movie Vector: [-1.311044692993164, -1.2243938446044922] User Vector: [1.3788127034263833, 0.9072228905183846] Predicted: -2.918483200293722 Movie Vector: [-0.4580974578857422, 0.26297569274902344] User Vector: [1.0714435577392578, -1.398458480834961] Predicted: -0.8585861578467302 Movie Vector: [0.20742400661924087, 0.15842975507276874] User Vector: [-0.40085792541503906, -0.6243991851806641] Predicted: -0.1820709669504732 Movie Vector: [0.7495021820068359, 0.8399486541748047] User Vector: [-0.9202289581298828, -1.118001937866211] Predicted: -1.628777835139772 Movie Vector: [-2.1612071990966797, 0.35683631896972656] User Vector: [1.0791301727294922, 0.7188320159912109] Predicted: -2.0757185275215306 Movie Vector: [2.537527084350586, 1.5622615814208984] User Vector: [-0.37178993225097656, 0.6387042999267578] Predicted: 0.05439616688818205 Movie Vector: [-0.1401403874029597, -1.056453256492197] User Vector: [0.014162063598632812, 0.4184436798095703] Predicted: -0.44405086527253645 Movie Vector: [0.3144359588623047, -0.6354808807373047] User Vector: [-1.6606426239013672, 0.5599880218505859] Predicted: -0.8780274371019914 Movie Vector: [-0.5000400543212891, -0.10891914367675781] User Vector: [-0.9017276763916016, 1.1233806610107422] Predicted: 0.328542296665546 Movie Vector: [0.4578685760498047, -0.2969837188720703] User Vector: [0.29633522033691406, 0.0060939788818359375] Predicted: 0.13387277285801247 Movie Vector: [0.12663841247558594, -0.9659290313720703] User Vector: [-0.5227184295654297, -0.45174598693847656] Predicted: 0.3701583314978052 Movie Vector: [1.4332103729248047, 2.1389293670654297] User Vector: [0.08278846740722656, -0.9622859954833984] Predicted: -1.9396084850086481 Movie Vector: [1.7154216766357422, -0.29091835021972656] User Vector: [1.4107036590576172, 0.29120445251464844] Predicted: 2.335234917154594 Movie Vector: [0.5164127856819497, 0.5567643504370958] User Vector: [0.5943351260845148, 0.9084954008714803] Predicted: 0.8127401098312357 Movie Vector: [0.26381492614746094, -0.5900669097900391] User Vector: [1.1664485931396484, 0.6800556182861328] Predicted: -0.0935517677135067 Movie Vector: [0.25183677673339844, -1.1213207244873047] User Vector: [0.26558876037597656, 0.5520534515380859] Predicted: -0.5521439588846988 Movie Vector: [-2.1588914993727863, 0.2832308671741608] User Vector: [-0.6160259246826172, 1.2357044219970703] Predicted: 1.6799227672037378 Movie Vector: [0.54307385408339, 0.28487970295758863] User Vector: [-0.7448101043701172, -0.25053977966308594] Predicted: -0.4758605919500111 Movie Vector: [-0.7379278804118248, -0.7894413358057148] User Vector: [-0.46545982360839844, 1.4704418182373047] Predicted: -0.8173517721616346 Movie Vector: [-1.3699054718017578, 1.4191532135009766] User Vector: [-0.03354072570800781, -1.2595844268798828] Predicted: -1.7415956634067697 Movie Vector: [0.8423900604248047, -1.474142074584961] User Vector: [-2.562723159790039, -0.6640529632568359] Predicted: -1.1799041045378544 Movie Vector: [1.7561626434326172, -1.0105609893798828] User Vector: [0.05774497985839844, -0.8761119842529297] Predicted: 0.9867741700873012 Movie Vector: [1.0011959075927734, 0.5791568756103516] User Vector: [0.2937602996826172, 0.13457298278808594] Predicted: 0.3720504781085765 Movie Vector: [0.04498481750488281, -1.020975112915039] User Vector: [-0.5678272247314453, 1.0300159454345703] Predicted: -1.0771642502731993 Movie Vector: [0.9980869293212891, 1.9187450408935547] User Vector: [0.7007694244384766, 1.3537311553955078] Predicted: 3.296893744118279 Movie Vector: [-0.8386135101318359, 1.9914913177490234] User Vector: [-1.8471622467041016, -0.3126811981201172] Predicted: 0.9263533242119593 Movie Vector: [-1.1106204986572266, -0.07409095764160156] User Vector: [1.3303661346435547, 0.4084491729736328] Predicted: -1.5077942902280483 Movie Vector: [-1.0361003875732422, 1.272573471069336] User Vector: [1.2949848175048828, 0.3625202178955078] Predicted: -0.880400659298175 Movie Vector: [0.1307201385498047, 0.9375476837158203] User Vector: [1.1534595489501953, 0.4476642608642578] Predicted: 0.5704869829060044 Movie Vector: [0.03926277160644531, -0.023813247680664062] User Vector: [-1.152944564819336, -0.5203723907470703] Predicted: -0.032876042496354785 Movie Vector: [0.7376384735107422, -0.1513385772705078] User Vector: [-0.939338487426301, 1.1151882426324822] Predicted: -0.8616632100038238 Movie Vector: [-0.8984851837158203, -1.6337299346923828] User Vector: [1.352529525756836, -0.2453136444091797] Predicted: -0.8144514951709425 Movie Vector: [-0.7009220123291016, 0.1359844207763672] User Vector: [0.4456327937131014, -0.6077070619183554] Predicted: -0.3949925273459019 Movie Vector: [2.893827500150982, -0.015051092542364052] User Vector: [0.6150913238525391, -0.03458976745605469] Predicted: 1.7804888018597511 Movie Vector: [0.2576732635498047, -1.1525249481201172] User Vector: [-0.6061077117919922, -1.3199329376220703] Predicted: 1.3650778882947634 Movie Vector: [-1.979990005493164, -0.3677654266357422] User Vector: [1.1996425657926733, -0.35223030400564065] Predicted: -2.245742162406997 Movie Vector: [-1.2380504608154297, -0.29738426208496094] User Vector: [1.398477554321289, 0.7801532745361328] Predicted: -1.9633910864286008 Movie Vector: [0.37367820739746094, 1.2496662139892578] User Vector: [-0.5572032928466797, 2.333860397338867] Predicted: 2.7083317590950173 Movie Vector: [2.9311275482177734, -1.792154312133789] User Vector: [-1.2883341200070024, -0.8237279490369931] Predicted: -2.3000240345696588 Movie Vector: [1.411275863647461, -0.2991008758544922] User Vector: [1.2587451934814453, 0.14817237854003906] Predicted: 1.732118221843848 Movie Vector: [2.762784957885742, -0.9796428680419922] User Vector: [-1.6057700164957902, 0.44908946874420064] Predicted: -4.876344542566533 Movie Vector: [-0.8099726902900238, 1.335876037233215] User Vector: [-0.2772998809814453, -1.7997074127197266] Predicted: -2.179580676067626 Movie Vector: [0.09484291076660156, 0.04734992980957031] User Vector: [2.122220993041992, -0.9848690032958984] Predicted: 0.15464413809240796 Movie Vector: [-2.735261917114258, -2.9126644134521484] User Vector: [0.9524822235107422, 1.8947696685791016] Predicted: -8.124116538056114 Movie Vector: [2.761087417602539, -0.34150123596191406] User Vector: [-2.2095775604248047, -1.5625286102294922] Predicted: -5.567231348686619 Movie Vector:
avg loss: 19.052752041695186: 0%| | 91/70000 [00:00<01:17, 903.98it/s]
[-1.3519763946533203, -1.329488754272461] User Vector: [0.5451107025146484, -0.1337146759033203] Predicted: -0.5592046443780418 Movie Vector: [-0.31249046325683594, 0.20211219787597656] User Vector: [0.07742881774902344, 1.0719966888427734] Predicted: 0.19246783976996085 Movie Vector: [1.2162494659423828, 0.32904624938964844] User Vector: [0.12581825256347656, -0.21399497985839844] Predicted: 0.08261213697551284 Movie Vector: [0.4069232940673828, 0.9118747711181641] User Vector: [-1.6436100006103516, -1.272134780883789] Predicted: -1.8288508077603183 Movie Vector: [-0.34783363342285156, -1.6001415252685547] User Vector: [0.5589008331298828, 0.6974887847900391] Predicted: -1.3104852754622698 Movie Vector: [-0.8929157257080078, -0.3036975860595703] User Vector: [-0.1764965057373047, 0.7601642608642578] Predicted: -0.07326354552787961 Movie Vector: [-1.6591548919677734, -0.8780765533447266] User Vector: [0.6356716156005859, -0.04548072814941406] Predicted: -1.0147421096917242 Movie Vector: [1.8269824981689453, -0.2075672149658203] User Vector: [-1.363210678100586, 0.4659557342529297] Predicted: -2.587279184263025 Movie Vector: [-0.9519481658935547, -0.7282733917236328] User Vector: [0.0055599212646484375, -1.512899398803711] Predicted: 1.096511619653029 Movie Vector: [-2.420206069946289, 0.026121139526367188] User Vector: [-0.5799388885498047, 0.1877117156982422] Predicted: 1.4084748621826293 Movie Vector: [0.32631874084472656, 1.4493656158447266] User Vector: [1.079252425812435, -0.7183150217714657] Predicted: -0.6889208012555881 Movie Vector: [1.116323471069336, -0.3444957733154297] User Vector: [0.3759932379112637, -0.045573978987877746] Predicted: 0.4354301195781906 Movie Vector: [0.3503894805908203, 0.48941612243652344] User Vector: [1.3392650862976043, 0.13110727377534853] Predicted: 0.5334304115155925 Movie Vector: [0.3695964813232422, -0.8933353424072266] User Vector: [0.38695335388183594, 0.4648113250732422] Predicted: -0.2722157862081076 Movie Vector: [0.5588054656982422, 1.1341381072998047] User Vector: [1.1372089385986328, 0.3724384307861328] Predicted: 1.0578751875073067 Movie Vector: [-1.1382389068603516, 0.2740192413330078] User Vector: [0.6728595584153143, 0.6689159837917115] Predicted: -0.5825790778470589 Movie Vector: [-0.5585193634033203, -1.104726791381836] User Vector: [-1.7286551396950711, -0.33177751561627233] Predicted: 1.3320108784457703 Movie Vector: [0.9513391862514169, 2.2043655394355968] User Vector: [-1.2328348329709804, -0.3793028156521438] Predicted: -2.008966142615493 Movie Vector: [-0.8730030059814453, 0.9427356719970703] User Vector: [0.7962322235107422, -0.3642749786376953] Predicted: -1.038528141361894 Movie Vector: [0.45378684997558594, 0.43129920959472656] User Vector: [-1.8726444244384766, -0.03771781921386719] Predicted: -0.8660490801048581 Movie Vector: [0.5508708953857422, 0.07256507873535156] User Vector: [-0.5892570295795477, -1.2511586907954961] Predicted: -0.41539497640482276 Movie Vector: [0.43303489685058594, 2.0335865020751953] User Vector: [-0.9869861602783203, 0.9469509124755859] Predicted: 1.498307143629063 Movie Vector: [-2.093381881713867, 2.2333621978759766] User Vector: [-0.4087543487548828, -0.12246131896972656] Predicted: 0.5821784672662034 Movie Vector: [1.7613940592575594, -1.0899324968266157] User Vector: [-1.9134807586669922, 0.5838298797607422] Predicted: -4.006728799389297 Movie Vector: [0.5760860443115234, 0.9952068328857422] User Vector: [-0.5276966094970703, -1.0576343536376953] Predicted: -1.3565635877966997 Movie Vector: [-0.2331256866455078, -0.6857585906982422] User Vector: [-0.38926124572753906, -0.2199077606201172] Predicted: 0.24155043120117625 Movie Vector: [0.9229183197021484, 0.08770942687988281] User Vector: [-0.9755894097562141, 0.21676528950661395] Predicted: -0.881376979461339 Movie Vector: [-0.1387500762939453, 0.43845176696777344] User Vector: [0.3042125701904297, -0.4997730255126953] Predicted: -0.2613358834423707 Movie Vector: [-0.07292747497558594, 0.36744117736816406] User Vector: [1.088636895046933, 0.6362256655330238] Predicted: 0.15438396769426327 Movie Vector: [1.9646358489990234, -0.2319812774658203] User Vector: [0.9506724035821195, -1.3291285219324296] Predicted: 2.176058017165642 Movie Vector: [0.32965660095214844, 1.3507938385009766] User Vector: [0.6490802764892578, -1.1359310150146484] Predicted: -1.320435018351418 Movie Vector: [-0.5367374420166016, -0.3551006317138672] User Vector: [-2.1144962310791016, -0.018415451049804688] Predicted: 1.1414686365242233 Movie Vector: [0.3553295135498047, -0.3826618194580078] User Vector: [-0.2818775177001953, 0.44135093688964844] Predicted: -0.2690475537747261 Movie Vector: [0.41726112365722656, -0.43244361877441406] User Vector: [-0.33560752868652344, -1.6686725616455078] Predicted: 0.5815708265799913 Movie Vector: [-1.3310718536376953, -0.7506656646728516] User Vector: [0.8941173553466797, -0.018720626831054688] Predicted: -1.1760815137677127 Movie Vector: [0.37604331970214844, 0.6084346771240234] User Vector: [-0.8030796051025391, 0.7487010955810547] Predicted: 0.1535429886644124 Movie Vector: [-0.36942481994628906, 0.29639244079589844] User Vector: [-0.15160560607910156, -0.2697277069091797] Predicted: -0.023938379672472365 Movie Vector: [0.9953975677490234, -0.3061199188232422] User Vector: [-2.344198226928711, 0.6628704071044922] Predicted: -2.536327048619569 Movie Vector: [1.7122173309326172, -0.10804176330566406] User Vector: [-0.6198596954345703, -0.6979274749755859] Predicted: -0.9859291982138529 Movie Vector: [-1.5648174285888672, 1.2511348724365234] User Vector: [-0.3577756395964199, -1.0090812809465899] Predicted: -0.7026432233501883 Movie Vector: [-1.3384532928466797, -0.8441257476806641] User Vector: [-0.5994510650634766, -0.5300617218017578] Predicted: 1.2497759991674684 Movie Vector: [-0.09259223937988281, 1.9624042510986328] User Vector: [-0.6277751922607422, 0.7869434356689453] Predicted: 1.6024282544094604 Movie Vector: [-0.6298732757568359, -0.37688255310058594] User Vector: [-0.6488323211669922, -0.5268001556396484] Predicted: 0.6072239271816215 Movie Vector: [-0.8873271942138672, 1.5176677703857422] User Vector: [1.2111923327680627, 0.5225933447687443] Predicted: -0.28160081791482594 Movie Vector: [-0.6866931915283203, -0.9817028045654297] User Vector: [1.3069820404052734, 0.37467002868652344] Predicted: -1.2653102865442634 Movie Vector: [-1.8062114715576172, -0.1669788360595703] User Vector: [1.4155864715576172, 0.5348873138427734] Predicted: -2.646163384997635 Movie Vector: [-0.15786170959472656, 1.0392284393310547] User Vector: [1.9859790802001953, -1.8024158477783203] Predicted: -2.186631861331989
avg loss: 17.963442135285035: 0%| | 182/70000 [00:00<01:47, 648.74it/s]
Movie Vector: [-0.8305263519287109, -1.8671512603759766] User Vector: [-0.016698837280273438, 2.4236583709716797] Predicted: -4.511467957672721 Movie Vector: [-0.4640483856201172, -0.19867897033691406] User Vector: [1.140909194946289, -0.3653430938720703] Predicted: -0.45685108034376753 Movie Vector: [-0.7875728607177734, 0.08931159973144531] User Vector: [1.0532283782958984, -0.4448986053466797] Predicted: -0.8692286930454429 Movie Vector: [0.01773375200126341, -1.0600470890978586] User Vector: [0.9566690431254079, 0.4924617732824653] Predicted: -0.505067337701975 Movie Vector: [0.30800819396972656, 1.2107372283935547] User Vector: [-0.4745960235595703, -0.3011798858642578] Predicted: -0.5108291643409757 Movie Vector: [1.0503864288330078, -0.6696796417236328] User Vector: [0.7772625886343155, 1.5007833561119608] Predicted: -0.1886179854847514 Movie Vector: [-0.8627653746249776, -0.08802810333120223] User Vector: [-0.5558109283447266, 0.0022792816162109375] Predicted: 0.47933378297636187 Movie Vector: [-0.20972251892089844, -0.14649391174316406] User Vector: [0.37552833557128906, -1.4305782318115234] Predicted: 0.13081425277050585 Movie Vector: [0.11452674865722656, 1.5001773834228516] User Vector: [0.9789180755615234, -0.0053882598876953125] Predicted: 0.10402895877632545 Movie Vector: [0.1392841339111328, 1.4255237579345703] User Vector: [0.8460542667884913, -1.1918719873560768] Predicted: -1.5811998986013258 Movie Vector: [0.011682510375976562, -0.8014583587646484] User Vector: [-2.210569381713867, -0.22841453552246094] Predicted: 0.15723973901913268 Movie Vector: [0.35584449768066406, 0.9989833831787109] User Vector: [0.4893571682163912, 0.7130922858334335] Predicted: 0.8865023999309178 Movie Vector: [0.9108351789106623, -1.6334340694922105] User Vector: [-0.33263206481933594, -0.9282398223876953] Predicted: 1.213245564276317 Movie Vector: [-0.9185123443603516, 1.0200214385986328] User Vector: [0.23962974548339844, 0.8624553680419922] Predicted: 0.6596200859348755 Movie Vector: [-2.200682959860915, -0.22860360322494933] User Vector: [-0.8345890045166016, -0.6728076934814453] Predicted: 1.9904720637342947 Movie Vector: [0.4747486114501953, 0.04490852355957031] User Vector: [0.6097316741943359, -0.1324748992919922] Predicted: 0.28352001354505774 Movie Vector: [-0.5678043309869452, -0.79612614607079] User Vector: [-0.8730792999267578, 1.084146499633789] Predicted: -0.36737916673612253 Movie Vector: [0.8691218042161978, -1.7498390094026528] User Vector: [0.9569103432061253, 0.2961768942197438] Predicted: 0.3134097607710179 Movie Vector: [-0.925810996980877, -0.08776956446359425] User Vector: [-0.17373085021972656, -0.7638072967529297] Predicted: 0.22788096541838038 Movie Vector: [0.029535293579101562, 1.431741714477539] User Vector: [0.3390128434226077, -1.456084778803288] Predicted: -2.074724473770895 Movie Vector: [-1.1589336395263672, 0.06512641906738281] User Vector: [-0.9308147430419922, 0.36337852478027344] Predicted: 1.1024180599633837 Movie Vector: [-0.09815524254660934, 0.5209499329473424] User Vector: [-0.1688098907470703, 0.5051898956298828] Predicted: 0.27974821802460764 Movie Vector: [-2.126321792602539, 0.6577587127685547] User Vector: [0.09419441223144531, 1.5418148040771484] Predicted: 0.8138544893881772 Movie Vector: [0.6026089117201727, 1.2654759387302743] User Vector: [1.113729476928711, 0.05934715270996094] Predicted: 0.7462457018292945 Movie Vector: [0.6880092620849609, -0.18921852111816406] User Vector: [-1.752614974975586, 0.43839454650878906] Predicted: -1.2887677034086664 Movie Vector: [-0.5764865875244141, 0.09339332580566406] User Vector: [0.40205955505371094, 1.0760784149169922] Predicted: -0.1312833988777129 Movie Vector: [-0.31380653381347656, -0.24245262145996094] User Vector: [0.6433010101318359, -1.4296627044677734] Predicted: 0.14475341031356947 Movie Vector: [0.7244586944580078, 0.8246898651123047] User Vector: [0.8733272552490234, -0.22568702697753906] Predicted: 0.4465677193365991 Movie Vector: [-0.016412734985351562, 1.3075733184814453] User Vector: [0.6416988372802734, -0.20424842834472656] Predicted: -0.27760182820202317 Movie Vector: [1.2256145477294922, 2.5365352630615234] User Vector: [-0.20476341247558594, -0.6405162811279297] Predicted: -1.8756531508188345 Movie Vector: [0.9492969512939453, -0.1658153533935547] User Vector: [-1.2547016143798828, -1.1652469635009766] Predicted: -0.9978685802707332 Movie Vector: [-0.9252669809309845, -0.16436186430195157] User Vector: [-0.49338340759277344, 2.7391529083251953] Predicted: 0.006299097364365125 Movie Vector: [-0.35140029202279566, 1.3704521151747586] User Vector: [-1.0583972930908203, -0.6496524810791016] Predicted: -0.518396498955134 Movie Vector: [-1.1709947557090403, 0.6222150073821546] User Vector: [0.3216266632080078, 0.3593921661376953] Predicted: -0.15300393660632028 Movie Vector: [-0.133970400896097, -1.1901293864054439] User Vector: [-0.04347801208496094, 1.1249065399169922] Predicted: -1.3329595634056932 Movie Vector: [0.8010768890380859, 0.4410839080810547] User Vector: [0.5241809832530064, -0.2273483818883315] Predicted: 0.3196295585780341 Movie Vector: [-0.9199047088623047, -1.619253158569336] User Vector: [-0.7011699676513672, -0.33308982849121094] Predicted: 1.1843663118270342 Movie Vector: [1.193554604474877, -0.3538569258472866] User Vector: [-1.765604019165039, -0.6080150604248047] Predicted: -1.8921944666030077 Movie Vector: [1.4238262176513672, 1.1477947235107422] User Vector: [-0.8178043365478516, -1.1625003814697266] Predicted: -2.4987230592159904 Movie Vector: [-0.8084392547607422, 0.06594657897949219] User Vector: [1.8899059295654297, 2.1720409393310547] Predicted: -1.384635471913498 Movie Vector: [1.2416744232177734, 0.40762901306152344] User Vector: [-1.0777650488388273, 0.19660264865549185] Predicted: -1.2580923517445068 Movie Vector: [0.3162165783499623, 1.4903457327971892] User Vector: [-1.0584163665771484, 0.11530876159667969] Predicted: -0.16283888110888528 Movie Vector: [-0.9881305694580078, 0.5987071990966797] User Vector: [0.45546531677246094, -0.44074058532714844] Predicted: -0.713933764200192 Movie Vector: [0.06928443908691406, -2.1286869049072266] User Vector: [1.289682388305664, 0.5614185333251953] Predicted: -1.105729359187535 Movie Vector: [-0.08891105651855469, 1.4767169952392578] User Vector: [0.9761333465576172, 0.19148826599121094] Predicted: 0.19598492963268654 Movie Vector: [1.1056804656982422, 1.124429702758789] User Vector: [1.6048526763916016, 0.5775165557861328] Predicted: 2.4238310237706173 Movie Vector: [1.2917271911334853, 1.1913798133011677] User Vector: [2.3868465423583984, -0.10863304138183594] Predicted: 2.953731367267456 Movie Vector: [0.4308605194091797, 1.831197738647461] User Vector: [-1.2241268157958984, 1.3586139678955078] Predicted: 1.960462910028582 Movie Vector: [-0.3054523468017578, -0.21506309509277344] User Vector: [-0.34966468811035156, 0.7349872589111328] Predicted: -0.05126273517817026 Movie Vector: [1.459063752714407, 1.8384244043986584] User Vector: [0.5777454376220703, -0.5473423004150391] Predicted: -0.16328001631222444 Movie Vector: [0.9401607513427734, 0.0004100799560546875] User Vector: [-0.7798480987548828, -1.455373764038086] Predicted: -0.7337793940678239 Movie Vector: [0.12970780859567388, -1.658812338081726] User Vector: [-0.6169986724853516, 1.8447399139404297] Predicted: -3.140106875510721 Movie Vector: [1.4041049112121928, 1.186265142835741] User Vector: [0.1627063751220703, 0.6881427764892578] Predicted: 1.044776609437845 Movie Vector: [0.4286318034055066, -0.12433851895227732] User Vector: [1.200333198055759, -1.358608097022457] Predicted: 0.6834283019904833 Movie Vector: [0.7254069040377447, -0.5150713597063714] User Vector: [-0.001250896980499636, 0.3022525325053319] Predicted: -0.1565890321981099 Movie Vector: [0.6179763615672327, 2.1018007394682363] User Vector: [1.1423015594482422, 1.9513225555419922] Predicted: 4.8072065516996085 Movie Vector: [-0.4764842987060547, -1.0126399993896484] User Vector: [-0.730720603974923, 0.2210341844935121] Predicted: 0.12434883808445438 Movie Vector: [-2.2787952423095703, -1.6744709014892578] User Vector: [0.38880348205566406, -0.8967494964599609] Predicted: 0.6155774126455071 Movie Vector: [0.12211011232123459, 1.5181130584421705] User Vector: [-0.7923797221993091, 0.08999421190539705] Predicted: 0.039863811398968815 Movie Vector: [-0.46280860900878906, -1.365671157836914] User Vector: [0.14969825744628906, -1.8152713775634766] Predicted: 2.4097821216855664 Movie Vector: [-1.376810073852539, -0.3323841094970703] User Vector: [-0.7358455657958984, -1.2919330596923828] Predicted: 1.4425376073631924 Movie Vector: [-1.5942859649658203, 1.8218708038330078] User Vector: [0.1363086700439453, -0.6122303009033203] Predicted: -1.3327195099918754 Movie Vector: [-0.42525291442871094, -0.7459926605224609] User Vector: [1.7439746856689453, -0.024366378784179688] Predicted: -0.7234531780341058 Movie Vector: [0.88788999789048, 0.4034312261737429] User Vector: [-0.2631092071533203, 0.6652736663818359] Predicted: 0.034780137585198184 Movie Vector: [1.1200237274169922, -0.012292861938476562] User Vector: [1.0408687591552734, 0.3679180145263672] Predicted: 1.1612749420237378 Movie Vector: [-2.482481002807617, 1.9939517974853516] User Vector: [1.5045833587646484, -1.2421894073486328] Predicted: -6.211965406873787 Movie Vector: [0.9626865386962891, 0.7321834564208984] User Vector: [1.3585567474365234, 0.7934284210205078] Predicted: 1.8887994565375266 Movie Vector: [0.021448135375976562, 0.028924942016601562] User Vector: [-1.083919213908264, -1.1950778231166126] Predicted: -0.057815602775500984 Movie Vector: [0.9270191192626953, 1.5722942352294922] User Vector: [0.07670402526855469, -0.5783176422119141] Predicted: -0.8381793970329454 Movie Vector: [-0.9795475006103516, -0.19257545471191406] User Vector: [-1.6741085052490234, -0.3934955596923828] Predicted: 1.7156463884020923 Movie Vector: [0.36563484814756336, -0.6891343722270666] User Vector: [0.5552266151407151, 0.8980114945480869] Predicted: -0.41584038843362475 Movie Vector: [1.422889278606177, -0.06944509205936603] User Vector: [0.09284019470214844, -0.33865928649902344] Predicted: 0.1556195429930809 Movie Vector: [0.5767211118414866, 0.022753209522885776]
avg loss: 17.8745947428003: 0%|▏ | 182/70000 [00:00<01:47, 648.74it/s]
User Vector: [0.7878971099853516, 1.197347640991211] Predicted: 0.481640399034652 Movie Vector: [-0.57104268862958, -0.9840372249638664] User Vector: [0.7972431182861328, 1.3014507293701172] Predicted: -1.7359358179141133 Movie Vector: [-0.8196735382080078, 0.04370689392089844] User Vector: [0.6138522209580957, 0.880295620937284] Predicted: -0.46468343456622874 Movie Vector: [0.20560264587402344, -1.0251522064208984] User Vector: [-0.6062602996826172, 0.10487556457519531] Predicted: -0.23216213812702335 Movie Vector: [-0.8746060600153545, 0.9163981990457708] User Vector: [0.03750801086425781, -1.4952945709228516] Predicted: -1.4030899854376213 Movie Vector: [-0.11765480041503906, -0.40627479553222656] User Vector: [-0.5186677012371816, 2.462732314183769] Predicted: -0.9395223225248301 Movie Vector: [0.4776287078857422, 0.28817176818847656] User Vector: [1.7139600520141065, -0.5357648387788668] Predicted: 0.664244224087157 Movie Vector: [0.3782176971435547, -0.2006244659423828] User Vector: [0.24105743077838215, 1.3097502321165322] Predicted: -0.17159575448794964 Movie Vector: [-0.7603168487548828, -0.9217739105224609] User Vector: [0.40093421936035156, 0.5772686004638672] Predicted: -0.8369481774934684 Movie Vector: [1.476449966430664, -0.7876300811767578] User Vector: [2.1085262298583984, -1.164541244506836] Predicted: 4.030361196237209 Movie Vector: [0.4756450653076172, 1.2040233612060547] User Vector: [-0.5045921535858836, -1.2400059625536148] Predicted: -1.7330029147954213 Movie Vector: [2.12138340137147, -0.8002605895664662] User Vector: [2.856416702270508, -0.2021312713623047] Predicted: 6.221312669987105 Movie Vector: [0.2110144721203324, -0.569853544163099] User Vector: [-0.6843042224471607, -0.2188002703131256] Predicted: -0.0197139847676234 Movie Vector: [-0.7660608532464569, -1.1445598374916586] User Vector: [1.291971206665039, -0.6430912017822266] Predicted: -0.25367220354349374 Movie Vector: [-2.1012401580810547, -0.08503913879394531] User Vector: [-0.8559220077421331, 0.22813786606381883] Predicted:
avg loss: 16.667943528435092: 0%|▏ | 321/70000 [00:00<01:47, 650.17it/s]
1.779097047196778 Movie Vector: [0.31678199768066406, -0.21010398864746094] User Vector: [0.2668285369873047, -0.6644725799560547] Predicted: 0.22413481638068333 Movie Vector: [-1.0741710662841797, -0.4980754852294922] User Vector: [0.9279802362751868, 1.4046924913568777] Predicted: -1.6964524141211634 Movie Vector: [0.9438991546630859, -0.4954051971435547] User Vector: [-0.6273746490478516, 0.31569480895996094] Predicted: -0.7485752499633236 Movie Vector: [0.5537614095713816, -0.265967606933473] User Vector: [0.11612892150878906, -0.4435253143310547] Predicted: 0.1822710817337584 Movie Vector: [-0.2065563201904297, -0.34157752990722656] User Vector: [-0.8443492077394927, 1.0956996408851623] Predicted: -0.19986071154741464 Movie Vector: [-1.660013198852539, -0.11031150817871094] User Vector: [-0.64613442034149, -0.32187944204650676] Predicted: 1.1080986727036801 Movie Vector: [-0.4111194610595703, -0.12227058410644531] User Vector: [0.5520343780517578, 1.0218334197998047] Predicted: -0.3518922450894024 Movie Vector: [0.023917171140922067, -0.7522683527864883] User Vector: [0.7192134857177734, -0.5942440032958984] Predicted: 0.4642325095374251 Movie Vector: [1.449289321899414, 0.09537696838378906] User Vector: [-1.2857913970947266, -0.9260272979736328] Predicted: -1.9518054183208733 Movie Vector: [-0.3279590606689453, -1.202859878540039] User Vector: [-0.0077724456787109375, 0.6477451324462891] Predicted: -0.7765975873553543 Movie Vector: [0.13528617891146613, 0.9617663038557207] User Vector: [-1.7950916290283203, 0.8937358856201172] Predicted: 0.6167139720488788 Movie Vector: [0.2884943415202009, -0.2780143611111514] User Vector: [1.0203838348388672, 0.6934642791748047] Predicted: 0.101581934001508 Movie Vector: [0.3849609807298524, 0.3733280988543229] User Vector: [0.09888648986816406, -0.5616092681884766] Predicted: -0.17159708027119047 Movie Vector: [-0.668720675366645, 0.260181054297471] User Vector: [-2.0320087050035496, -1.141634157084395] Predicted: 1.061814654948653 Movie Vector: [0.609104937011053, 0.9711302860616571] User Vector: [-0.3822040557861328, -1.2824153900146484] Predicted: -1.4781948018797786 Movie Vector: [0.4029672963093182, -1.6160464629802629] User Vector: [-1.6001033782958984, -1.3239383697509766] Predicted: 1.4947565874726167 Movie Vector: [0.6444835662841797, 0.2402019500732422] User Vector: [-0.5062183795246507, -0.6931463645041697] Predicted: -0.49274453499472515 Movie Vector: [-0.26038169860839844, 0.7570743560791016] User Vector: [1.1627904920808343, -0.34727534274430005] Predicted: -0.5656826199439933 Movie Vector: [0.2393054962158203, 0.6096172332763672] User Vector: [-1.8446636199951172, -0.18914222717285156] Predicted: -0.5567425041590468 Movie Vector: [1.0193920135498047, 0.43839454650878906] User Vector: [-1.4952564239501953, 1.7456912994384766] Predicted: -0.7589509112222004 Movie Vector: [2.0854448160569152, -0.4008834599808607] User Vector: [-0.6078433990478516, -1.4540958404541016] Predicted: -0.684700893853739 Movie Vector: [-0.14440439251168322, -0.9201707373559869] User Vector: [-0.49851417541503906, -1.591939926147461] Predicted: 1.5368441723288158 Movie Vector: [0.42784690856933594, -0.8537960052490234] User Vector: [1.2137889862060547, -0.6046772003173828] Predicted: 1.0355868434999138 Movie Vector: [0.46813011169433594, 0.05507469177246094] User Vector: [1.1206106339946345, 0.07379755085075963] Predicted: 0.5286559586244369 Movie Vector: [-0.06033897399902344, -0.4560375213623047] User Vector: [0.36713600158691406, 0.2197742462158203] Predicted: -0.1223779121573898 Movie Vector: [-1.0825754785103976, -0.7558685699512355] User Vector: [1.6099071502685547, 0.7466602325439453] Predicted: -2.30722300577174 Movie Vector: [1.3749027252197266, 1.1535167694091797] User Vector: [0.38741111755371094, -0.10554313659667969] Predicted: 0.4109068233447033 Movie Vector: [1.7329883575439453, 2.163724899291992] User Vector: [-1.2035465240478516, 0.5317974090576172] Predicted: -0.9350688185804756 Movie Vector: [0.5148844647861297, 0.6549908265073576] User Vector: [-0.3725444628700109, -0.7826554031684443] Predicted: -0.7044494657656103 Movie Vector: [0.1359856580699952, 1.259065933933667] User Vector: [1.1360454559326172, -0.8762264251708984] Predicted: -0.9487409534227309 Movie Vector: [-0.05106925964355469, -0.0062465667724609375] User Vector: [-0.7763294167207377, -0.4653885047882645] Predicted: 0.04255364892173637 Movie Vector: [0.5214210665514808, 0.5644199641414668] User Vector: [-0.2018759111938645, -0.22939544543664137] Predicted: -0.23473772201332177 Movie Vector: [0.840942134451995, 0.5221392621882878] User Vector: [1.5497112274169922, 0.8591365814208984] Predicted: 1.7518064081103422 Movie Vector: [-1.3119792938232422, 0.6148815155029297] User Vector: [-1.3564205169677734, 0.6550502777099609] Predicted: 2.1823739394676522 Movie Vector: [0.6659984588623047, 0.7717418670654297] User Vector: [0.6042891419252858, 1.2546022460102955] Predicted: 1.3706847169899317 Movie Vector: [0.38897541834255456, 1.0639361421715179] User Vector: [0.28082847595214844, -1.1528301239013672] Predicted: -1.1173022606867447 Movie Vector: [-0.1814746856689453, 0.10346412658691406] User Vector: [-0.09146690368652344, -0.38741111755371094] Predicted: -0.023484225312131457 Movie Vector: [-2.9919910430908203, 0.07494926452636719] User Vector: [-1.0208592660080007, -1.7095535700934446] Predicted: 2.926271997405278 Movie Vector: [-0.7945331690784031, -0.07478494611148356] User Vector: [0.6991481781005859, 0.07742881774902344] Predicted: -0.561286927564487 Movie Vector: [-0.14433801915560235, -0.39557669246015037] User Vector: [-0.39721787917058876, -0.24331285945379988] Predicted: 0.15358253802842778 Movie Vector: [1.4333248138427734, 0.8553981781005859] User Vector: [0.17477989196777344, -1.0620784759521484] Predicted: -0.6579836372111458 Movie Vector: [-1.0058696726762233, -1.0235966200373459] User Vector: [-2.0308780670166016, 0.7955074310302734] Predicted: 1.22851993889813 Movie Vector: [-0.3535175323486328, -0.7357692718505859] User Vector: [0.04776954650878906, -0.3625774383544922] Predicted: 0.24988596560433507 Movie Vector: [0.03527641296386719, -0.0072765350341796875] User Vector: [0.5210781097412109, 1.5868282318115234] Predicted: 0.006835155363660306 Movie Vector: [-1.4229252314539045, 0.6684601560105357] User Vector: [1.362314224243164, 0.7257938385009766] Predicted: -1.4533070203283023 Movie Vector: [0.06367683410644531, 2.0557689666748047] User Vector: [0.35622596740722656, 0.4325580596923828] Predicted: 0.9119227772316663 Movie Vector: [-0.28120994567871094, -0.5302906036376953] User Vector: [2.6682567596435547, 0.3312397003173828] Predicted: -0.9259936390662915 Movie Vector: [0.30756334714312894, -2.02496043992929] User Vector: [-0.43392439957595463, -0.6662020700788629] Predicted: 1.2155735961680447 Movie Vector: [-0.9771927605104384, -1.6464677686901739] User Vector: [-0.425676721654602, 0.2098337103563021] Predicted: 0.07048376983237309 Movie Vector: [-1.7674787458782002, 0.8883324446248553] User Vector: [-0.33234596252441406, 0.6370258331298828] Predicted: 1.1533051406737886 Movie Vector: [1.4660358428955078, 0.9257411956787109] User Vector: [-0.4153919219970703, 0.39412498474121094] Predicted: -0.2441217118757777 Movie Vector: [-0.5552959442138672, 0.3356456756591797] User Vector: [0.03624916076660156, -0.6835269927978516] Predicted: -0.24955189128377242 Movie Vector: [0.6368350982666016, 1.5584087371826172] User Vector: [0.3197002410888672, -1.0172176361083984] Predicted: -1.3816445172778913 Movie Vector: [0.16862727572348957, -0.9823720636508962] User Vector: [0.2368450164794922, -0.4294300079345703] Predicted: 0.46179857298592636 Movie Vector: [-0.5923557281494141, 0.8779048919677734] User Vector: [-0.4281139373779297, 0.1990032196044922] Predicted: 0.428301643114537 Movie Vector: [0.10165214538574219, 0.24321556091308594] User Vector: [0.9565707849886588, -0.13092648943742236] Predicted: 0.06539411294051677 Movie Vector: [-0.14502525329589844, -0.46988487243652344] User Vector: [1.1328849159980117, -0.17773046563066294] Predicted: -0.0807840647267663 Movie Vector: [-0.6785106658935547, -0.3586292266845703] User Vector: [-1.7284679412841797, -0.2409648895263672] Predicted: 1.2592009858053643 Movie Vector: [-0.6596088409423828, 1.0811901092529297] User Vector: [-0.5022156132511595, 0.05778532560080629] Predicted: 0.3937427810593172 Movie Vector: [0.3137016013661523, 1.1798145856916065] User Vector: [-0.10467864966595578, 0.7372598743832477] Predicted: 0.8369920932134605 Movie Vector: [2.955261593803615, -0.018505849471804177] User Vector: [-0.6974315643310547, -0.5402088165283203] Predicted: -2.051095693331926 Movie Vector: [-0.9618663787841797, 0.3388500213623047] User Vector: [-1.3589763641357422, 0.21323204040527344] Predicted: 1.3794073556709918 Movie Vector: [0.4932117462158203, -1.0648822784423828] User Vector: [-0.38883374071920784, -0.8177443628863944] Predicted: 0.6790241120861283 Movie Vector: [0.5592441558837891, 1.2990093231201172] User Vector: [0.9569124940629334, 0.5107259474820729] Predicted: 1.1985854873354445 Movie Vector: [0.025205612182617188, 0.5295085906982422] User Vector: [0.2618910396493705, -1.0916981297237622] Predicted: -0.5714624141584317 Movie Vector: [-0.03584861755371094, -0.5126857757568359] User Vector: [-0.8541393280029297, 0.6424617767333984] Predicted: -0.2987613002915168 Movie Vector: [-2.4631031151549165, 0.15723273741117705] User Vector: [-0.5392360687255859, -0.7975673675537109] Predicted: 1.202790340211585 Movie Vector: [0.2650928497314453, -0.3426647186279297] User Vector: [0.1814746856689453, -0.30877113342285156] Predicted: 0.15391261513286736 Movie Vector: [-2.22529803557582, -0.05197269210364221] User Vector: [-0.07562865496520702, 0.8392955047355444] Predicted: 0.12467585047572523 Movie Vector: [-0.04225730895996094, 2.000875473022461] User Vector: [-0.730383801003779, -0.905247141338853] Predicted: -1.7804227481902406 Movie Vector: [-1.257638931274414, 1.4837932586669922] User Vector: [-0.3186321258544922, -0.4855632781982422] Predicted: -0.3197513526174589 Movie Vector: [-0.9655094146728516, 0.25404930114746094] User Vector: [-0.8647969887473858, 1.061885606425598] Predicted: 1.104740930627304 Movie Vector: [-0.6158351898193359, 0.8548450469970703] User Vector: [-1.1458191797255222, -0.5246940051700125] Predicted: 0.2571037005362623 Movie Vector: [0.5575741275670731, -0.16739190611531884] User Vector: [-0.13642311096191406, -0.28395652770996094] Predicted: -0.02853397264731753 Movie Vector: [-1.6486072540283203, 1.4394283294677734] User Vector: [0.03447532653808594, 1.651754379272461] Predicted: 2.320745773431554 Movie Vector: [-0.8296298980712891, 1.239461898803711] User Vector: [1.2387360921654291, -0.45222605899220236] Predicted: -1.588209467647426 Movie Vector: [-0.017251968383789062, -2.0111751556396484] User Vector: [-0.06764411926269531, 1.9907283782958984] Predicted: -4.002536461848649 Movie Vector: [1.6129589080810547, 0.08370399475097656] User Vector: [0.34836769104003906, 1.5665531158447266] Predicted: 0.6930295243364526 Movie Vector: [1.4620952031646977, 0.680570222209566] User Vector: [-0.8942968651515604, -1.3301857533900803] Predicted: -2.2128319705080086 Movie Vector: [1.4369869232177734, -0.8789920806884766] User Vector: [-0.06002782061878252, 0.9051892032220563] Predicted: -0.8819133344153522 Movie Vector: [-0.1674175262451172, 0.11668205261230469] User Vector: [-1.4015674591064453, 0.6137752532958984] Predicted: 0.3062635132664582 Movie Vector: [2.8572450727840506, -0.661360372889925] User Vector: [-0.8621611671305881, -0.33623489190782] Predicted: -2.24103331323886 Movie Vector: [0.10695314838387311, 1.0992264066480144] User Vector: [-0.8518144872968993, -0.78167503633536] Predicted: -0.9503420826127719 Movie Vector: [-0.4108715057373047, 2.261190414428711] User Vector: [1.1335424653461055, 0.3669008708287438] Predicted: 0.3638924326095712 Movie Vector: [-0.8607006072998047, -0.8033084869384766] User Vector: [1.0689830780029297, -0.16396522521972656] Predicted: -0.788359727448551 Movie Vector: [0.1606464385986328, -1.0818195343017578] User Vector: [0.5606746673583984, 1.2379169464111328] Predicted: -1.249132345947146 Movie Vector: [-0.23224403018039635, 1.7654034704386428] User Vector: [-0.5065093102986097, -0.2639011677123435] Predicted: -0.3482582737845395 Movie Vector: [0.31851117744518415, 1.9558901996788867] User Vector: [0.9654203427389555, -0.10975280791891048] Predicted: 0.09283272869948164 Movie Vector: [-1.1542797088623047, 0.2447223663330078] User Vector: [-1.2446880340576172, -0.22667884826660156] Predicted: 1.3812447574309772 Movie Vector: [0.4504108428955078, 0.4348468780517578] User Vector: [-1.7957107010532565, -0.46441047339260344] Predicted: -1.010755014947193 Movie Vector: [-0.8148097991943359, -0.3416156768798828] User Vector: [-0.1806354522705078, 2.189493179321289] Predicted: -0.6007816578858183 Movie Vector: [0.4464281268472268, 1.1309820364668732] User Vector: [-0.3401651541012797, 0.7044974470870009] Predicted: 0.644914664828037 Movie Vector: [0.7093669442840205, 1.1834473229751823] User Vector: [1.047840440251063, -0.4051898101335151] Predicted: 0.26378257509878844 Movie Vector: [1.7627429962158203, 0.5962276458740234] User Vector: [-0.6200122833251953, 0.6409168243408203] Predicted: -0.7107899806214846 Movie Vector: [-0.7815837860107422, 0.8907985687255859] User Vector: [1.2499141693115234, 0.5950832366943359] Predicted: -0.4468133531190688 Movie Vector: [1.6289287585798857, -0.20182005446510126] User Vector: [0.4181957244873047, -0.7458400726318359] Predicted: 0.8317365264133334 Movie Vector: [0.18580616601539435, -1.309031369868997] User Vector: [-0.32015260152454855, 0.6308974662624092] Predicted: -0.8853509019374914 Movie Vector: [1.184665442158101, 0.8078301619175308] User Vector: [1.1374568939208984, -0.3146648406982422] Predicted: 1.0933101249615664 Movie Vector: [2.6618289947509766, 0.7756710052490234] User Vector: [-0.30510902404785156, -1.5883731842041016] Predicted: -2.044203071272932 Movie Vector: [-0.8049106597900391, -0.16564369201660156] User Vector: [-0.2463362413009071, 0.7673084692567002] Predicted: 0.07117885875242455 Movie Vector: [0.9977244227361202, 0.6090570032491681] User Vector: [0.5398082733154297, 0.07817268371582031] Predicted: 0.5861915183617213 Movie Vector: [-0.5969333648681641, -0.04179954528808594] User Vector: [-0.6092579747458099, 0.23324255924513526] Predicted: 0.3539369800195031 Movie Vector: [0.8261203765869141, -0.34766197204589844] User Vector: [-0.1456165313720703, -1.0668468475341797] Predicted: 0.25060529515030794 Movie Vector: [-0.32622337341308594, 0.8890819549560547] User Vector: [-1.2624454498291016, 0.3199291229248047] Predicted: 0.6962824234506115 Movie Vector: [-0.8648967742919922, 1.051034927368164] User Vector: [-0.8715343475341797, 0.9182071685791016] Predicted: 1.7188550506034517 Movie Vector: [-0.46799659729003906, 1.689462661743164] User Vector: [-2.4744129180908203, -0.8231067657470703] Predicted: -0.23259132140083238 Movie Vector: [-1.4595317840576172, 0.3170490264892578] User Vector: [0.1263294092742981, 0.7911961483038836] Predicted: 0.06646618048473557 Movie Vector: [-1.5546321868896484, -0.6926250457763672] User Vector: [-0.043406636869028015, -1.1098605468601064] Predicted: 0.8361985668755869 Movie Vector: [-0.026407241821289062, 0.6978321075439453] User Vector: [-1.160477086079172, 0.21581223946778208] Predicted: 0.18124570894173855 Movie Vector: [0.6671047210693359, 0.14006614685058594] User Vector: [0.9740924835205078, 1.522665023803711] Predicted:
avg loss: 16.614871659331396: 0%|▏ | 321/70000 [00:00<01:47, 650.17it/s]
0.8630955173430266 Movie Vector: [0.9026813507080078, -0.04624366760253906] User Vector: [-0.079048297518039, -0.09643887395594791] Predicted: -0.06689573674356988 Movie Vector: [1.757622070701011, -0.2822071353796882] User Vector: [0.16707724085538236, 0.182732022913576] Predicted: 0.2420903653106729 Movie Vector: [-0.7258892059326172, -0.6240367889404297] User Vector: [-0.557851712616781, -0.13649375063618088] Predicted: 0.49011565855698375 Movie Vector: [0.30624169893259146, -1.00823451918928] User Vector: [-0.8690738677978516, 0.6697940826416016] Predicted: -0.9414561726403126 Movie Vector: [-0.6611649512505774, 0.9098899682292061] User Vector: [0.21274246630650118, 0.36331853989168217] Predicted: 0.1899220323546588 Movie Vector: [-0.9120100086307558, 0.5250475387471863] User Vector: [-0.2727639533295758, 0.8752518031071828] Predicted: 0.7083122604357288 Movie Vector: [0.41160283090297517, -1.5567338791108911] User Vector: [2.1065090244359634, -1.1634651418912738] Predicted: 2.678250681327213 Movie Vector: [-0.9379482269287109, -0.9598445892333984] User Vector: [0.4643015619687295, 0.13500912182761274] Predicted: -0.5650786018921876 Movie Vector: [-0.9038856931672532, -0.3582981785090373] User Vector: [0.9927761924551806, -0.08476350125029347] Predicted: -0.8669855887752687 Movie Vector: [0.7235710040154518, -0.3754480434571942] User Vector: [0.2749659252469922, -0.34754805832001523] Predicted: 0.32944360910460035 Movie Vector: [2.4389171600341797, 0.06762504577636719] User Vector: [-0.5745070919045207, -0.15081214705861062] Predicted: -1.4113738833557397 Movie Vector: [-0.0046634674072265625, -0.7868099212646484] User Vector: [-0.9114933013916016, 0.38367271423339844] Predicted: -0.2976267787744291 Movie Vector: [-0.20394325256347656, 0.47827720642089844] User Vector: [-0.4222011716493811, -0.3117827488380455] Predicted: -0.06301350194220358
avg loss: 16.317244095867427: 1%|▎ | 454/70000 [00:00<01:50, 630.87it/s]
Movie Vector: [-1.3015460968017578, -1.5759754180908203] User Vector: [-2.3284581191481877, -1.0740055128398156] Predicted: 4.7232018636732604 Movie Vector: [2.251615524291992, -0.3671741485595703] User Vector: [-0.19005775451660156, -0.07102012634277344] Predicted: -0.4018602361611556 Movie Vector: [-2.4878377493096497, 0.04801182287163419] User Vector: [1.0447216033935547, -2.2777462005615234] Predicted: -2.7084565895696873 Movie Vector: [1.458730697631836, -0.024614334106445312] User Vector: [-0.16478538513183594, 0.9724140167236328] Predicted: -0.2643128233103198 Movie Vector: [0.41550636291503906, -0.8746623992919922] User Vector: [-0.8376148104423803, -0.6357358096719814] Predicted: 0.20801992519284918 Movie Vector: [0.1288890838623047, -0.8701229095458984] User Vector: [0.4746400120330075, 0.2528677738154769] Predicted: -0.1588501267673893 Movie Vector: [-0.12625694274902344, -0.7100200653076172] User Vector: [-0.8214473724365234, 0.5466938018798828] Predicted: -0.28445013504097005 Movie Vector: [-0.17043113708496094, -0.25628089904785156] User Vector: [1.3024832303118934, 0.16812697883539124] Predicted: -0.26507143126628224 Movie Vector: [0.20447731018066406, 1.268472671508789] User Vector: [0.016222000122070312, 0.03491401672363281] Predicted: 0.047604507017240394 Movie Vector: [-1.4126414046374784, -0.9097262287956456] User Vector: [-0.626612520505333, 0.2320273279243168] Predicted: 0.674097445119965 Movie Vector: [1.0719615918702265, -0.8795769587765211] User Vector: [-0.13202088422186586, 0.8473166863701785] Predicted: -0.8868015513286671 Movie Vector: [-0.6146462219881806, -0.035018522638460794] User Vector: [1.0009479522705078, -0.4211139678955078] Predicted: -0.6004820882517525 Movie Vector: [1.8564510345458984, 0.1901531219482422] User Vector: [-0.09039878845214844, 0.45287132263183594] Predicted: -0.08170602850441355 Movie Vector: [-0.8721256256103516, 0.8998775482177734] User Vector: [0.9470844268798828, 0.2650928497314453] Predicted: -0.5874254946320434 Movie Vector: [-0.20773887634277344, 1.1682605743408203] User Vector: [0.28549046692924107, -0.17079698081295944] Predicted: -0.2588428477066803 Movie Vector: [0.46749906643969075, -0.15636074577846576] User Vector: [0.04174520800438314, -1.1517697677990248] Predicted: 0.19960742562852568 Movie Vector: [0.8946514129638672, -0.2155780792236328] User Vector: [0.4110240936279297, -2.2273731231689453] Predicted: 0.8478961057335255 Movie Vector: [0.11317923243134452, 2.115878737799546] User Vector: [0.3935718536376953, 0.1640605926513672] Predicted: 0.39167648000311606 Movie Vector: [0.6821918487548828, 0.0050640106201171875] User Vector: [0.8302974700927734, -0.8151340484619141] Predicted: 0.5622943186608609 Movie Vector: [0.9370899200439453, 0.7348728179931641] User Vector: [-0.4369080137316453, -0.6465583098928517] Predicted: -0.8845602228422038 Movie Vector: [0.11231422424316406, 0.28946876525878906] User Vector: [-1.5185631696678674, -0.9919172263540952] Predicted: -0.4576852991171295 Movie Vector: [1.0488703378781667, -0.7313761272792587] User Vector: [-0.08002281188964844, -1.1487293243408203] Predicted: 0.7562196507838521 Movie Vector: [2.765351462714332, -0.1656043354155547] User Vector: [-0.6334018707275391, 0.11433601379394531] Predicted: -1.7705133292808044 Movie Vector: [0.5248355865478516, 1.0347461700439453] User Vector: [-0.521018446521106, -1.7353411854661704] Predicted: -2.069086667362795 Movie Vector: [-0.11881948582199986, 0.5827909000693842] User Vector: [-0.6637477874755859, -1.0246562957763672] Predicted: -0.5182941940539311 Movie Vector: [-0.3001357130303251, 0.40724199440411285] User Vector: [0.7085132598876953, -1.9529247283935547] Predicted: -1.007963093759935 Movie Vector: [0.5998325347900391, 0.9521198272705078] User Vector: [-2.495851516723633, -1.069803237915039] Predicted: -2.515673815832997 Movie Vector: [-0.2096034348298823, 0.030314706143632075] User Vector: [0.23972511291503906, -0.4761791229248047] Predicted: -0.06468243726517148 Movie Vector: [-0.7733249664306641, 0.03149986267089844] User Vector: [0.16798973083496094, -1.0433673858642578] Predicted: -0.16277658232866088 Movie Vector: [0.3200746453639943, 0.27982478035516434] User Vector: [0.13960838317871094, -1.0323810577392578] Predicted: -0.2442006989889535 Movie Vector: [-2.276153806255348, -0.28944476673529496] User Vector: [-1.0879230499267578, 1.5697193145751953] Predicted: 2.0219331501566122 Movie Vector: [0.03258705139160156, -0.3195667266845703] User Vector: [-0.25732395362813726, -0.36761966326151796] Predicted: 0.10909358355219707 Movie Vector: [0.5402469635009766, -2.217378616333008] User Vector: [0.27136208620482316, -0.39596513485091367] Predicted: 1.0246071659132778 Movie Vector: [0.5521577720456919, -2.234758586311687] User Vector: [0.9280490875244141, -0.7081890106201172] Predicted: 2.095060988731403 Movie Vector: [1.2220096588134766, 0.12185096740722656] User Vector: [0.6827489226867859, 0.7842784138344984] Predicted: 0.9298908615100867 Movie Vector: [-0.06934165954589844, 1.3314342498779297] User Vector: [-0.22325122799833375, -0.711312903491194] Predicted: -0.9315857514432259 Movie Vector: [2.585630416870117, 0.40795326232910156] User Vector: [-1.9255542755126953, 0.3360462188720703] Predicted: -4.8416805528177065 Movie Vector: [-2.162294387817383, -1.7263126373291016] User Vector: [0.7110881805419922, 0.6116580963134766] Predicted: -2.593495083419839 Movie Vector: [-2.451295852661133, 1.508321762084961] User Vector: [-0.6889206530314367, -0.7443174391253575] Predicted: 0.5660781482564352 Movie Vector: [0.34673831525022547, 0.08265132204556824] User Vector: [1.0663136807404623, 0.7368877918034159] Predicted: 0.43063655938000645 Movie Vector: [-0.11647224426269531, -1.3107013702392578] User Vector: [-0.6256403520904084, 0.6987917005407985] Predicted: -0.8430375035013731 Movie Vector: [0.14395713806152344, -1.2701702117919922] User Vector: [0.4414661795535868, 0.9492375768562789] Predicted: -1.142141086276968 Movie Vector: [-1.7651859803740275, 0.8839377745516186] User Vector: [0.6727504730224609, -1.0241222381591797] Predicted: -2.0927900353364914 Movie Vector: [-0.01965109386494368, 0.6865889704347474] User Vector: [-0.6051921844482422, -0.4114055633544922] Predicted: -0.2705738337517653 Movie Vector: [-0.5637836456298828, -0.7883358001708984] User Vector: [1.1442776677778446, 0.14206638430217647] Predicted: -0.7571210518988958 Movie Vector: [-0.3273487091064453, 0.31678199768066406] User Vector: [-0.34932974131645955, 2.1187667180107046] Predicted: 0.7855397934231667 Movie Vector: [0.7646904706788963, 0.9766424868149062] User Vector: [-1.4369290779219372, 0.6384206196420986] Predicted: -0.47529727132714605 Movie Vector: [0.8691310882568359, -0.31340599060058594] User Vector: [-0.027647018432617188, 1.6405200958251953] Predicted: -0.5381777089496609 Movie Vector: [0.1990032196044922, 2.068967819213867] User Vector: [0.9472942352294922, 0.9560108184814453] Predicted: 2.1664702209818643 Movie Vector: [-0.12420442700586712, -0.446226793639629] User Vector: [-1.100473403930664, -0.5659961700439453] Predicted: 0.3892463247414243 Movie Vector: [2.557668685913086, 0.3391742706298828] User Vector: [0.6278829459848114, 0.7610716618208709] Predicted: 1.8640524751593766 Movie Vector: [0.10598628905126505, -0.8200772609096917] User Vector: [-0.8302402496337891, 1.4863300323486328] Predicted: -1.3068995448159615 Movie Vector: [0.4753096555107358, 1.1052129793818533] User Vector: [0.6375780991890105, -0.1929480742825305] Predicted: 0.08979831064293167 Movie Vector: [-1.057291030883789, -0.4414844512939453] User Vector: [-1.8542766571044922, -0.6330966949462891] Predicted: 2.2400124253181275 Movie Vector: [1.9573044128889998, -0.7074236437394558] User Vector: [-0.3011798858642578, 2.5627994537353516] Predicted: -2.402485647410466 Movie Vector: [-0.23522957860694435, -0.2719515596548083] User Vector: [0.4903697967529297, -0.5056095123291016] Predicted: 0.02215181480244159 Movie Vector: [-0.5855083465576172, -0.4284191131591797] User Vector: [-0.1896190643310547, 0.9475803375244141] Predicted: -0.29493798301700735 Movie Vector: [0.7161617279052734, 1.342458724975586] User Vector: [-1.8188816219602826, -0.42195742475085113] Predicted: -1.8690738316632318 Movie Vector: [-0.23720741271972656, -3.314027786254883] User Vector: [4.17780876159668, -1.5422916412353516] Predicted: 4.120190146386449 Movie Vector: [-0.009984970092773438, 0.22118568420410156] User Vector: [0.6353855133056641, 1.5206050872802734] Predicted: 0.3299917712865863 Movie Vector: [-0.8216738659985325, -0.9260344523609588] User Vector: [-0.9846710561938294, 0.9276821861338321] Predicted: -0.0499871917218182 Movie Vector: [-0.13992287977763712, -0.7298754975112979] User Vector: [-1.6692256927490234, -0.4963970184326172] Predicted: 0.5958708867198961 Movie Vector: [-0.1885732458912323, 2.082720606306937] User Vector: [0.2363294922471793, 0.10566946364038707] Predicted: 0.17551454992835835 Movie Vector: [0.4736759225907423, 1.8553012936603845] User Vector: [0.04338840512682868, 0.20344050164867855] Predicted: 0.3979954687199024 Movie Vector: [-0.06672467326577407, 0.32012544809598076] User Vector: [1.135184638963012, -0.25947219673753275] Predicted: -0.15880847738018383 Movie Vector: [0.07143974304199219, -0.5004596710205078] User Vector: [1.242513656616211, 1.1827945709228516] Predicted: -0.5031761254940648 Movie Vector: [-0.1861858367919922, 0.03689765930175781] User Vector: [1.1711597442626953, -1.2291622161865234] Predicted: -0.2634065656820894 Movie Vector: [0.6790828704833984, -0.08561134338378906] User Vector: [-1.1551952362060547, 0.33370018005371094] Predicted: -0.8130418176733656 Movie Vector: [0.23453512755951186, 2.1048266760959176] User Vector: [0.41243553161621094, 0.7108211517333984] Predicted: 1.5928859421193642 Movie Vector: [0.40123939514160156, 1.3841915130615234] User Vector: [-0.12494087219238281, 1.2495899200439453] Predicted: 1.679540562145121 Movie Vector: [0.5368952899551592, -1.6259352957476358] User Vector: [0.18659911981570432, -0.28314390909151155] Predicted: 0.5605578641066786 Movie Vector: [-0.6323337554931641, 1.8477344512939453] User Vector: [1.9342899322509766, 0.7830142974853516] Predicted: 0.22368567624653224 Movie Vector: [-1.1546436887188218, 0.06345167550806698] User Vector: [-0.20575523376464844, 1.1095523834228516] Predicted: 0.30797693987936625 Movie Vector: [0.09835243225097656, -0.6149387359619141] User Vector: [-0.05793571472167969, -1.6397571563720703] Predicted: 1.0026520745668677 Movie Vector: [0.8672174170205972, -0.19985247568888348] User Vector: [1.1140630092881592, 0.5847344900219347] Predicted: 0.8492742098615106 Movie Vector: [0.44888722433891326, 0.7402689778303062] User Vector: [-0.6063157519033651, -0.37214927423752925] Predicted: -0.5476579577849687 Movie Vector: [-0.6369304656982422, -0.025606155395507812] User Vector: [0.22933307685922466, 0.18294224128128767] Predicted: -0.15075367090260786 Movie Vector: [0.2988021285207203, 1.2847527322329864] User Vector: [-1.1378765106201172, -0.9767436981201172] Predicted: -1.5948740582181928 Movie Vector: [-0.22652626037597656, -0.5620479583740234] User Vector: [0.2648077274452759, -1.0304256149708084] Predicted: 0.5191627089338012 Movie Vector: [-0.028810501098632812, 1.943960189819336] User Vector: [0.3812885284423828, -0.09314537048339844] Predicted: -0.19205600565328496 Movie Vector: [0.05551054561046262, 0.4031818588296152] User Vector: [-0.7831259735220673, -0.46621982966312364] Predicted: -0.23144312761873942 Movie Vector: [0.5301380157470703, 0.6599140167236328] User Vector: [-0.9963512420654297, 1.4292049407958984] Predicted: 0.41494870274618734 Movie Vector: [-1.1905956268310547, 1.3188457489013672] User Vector: [-0.25308467840988796, -0.409192350791022] Predicted: -0.2383400809909399 Movie Vector: [0.06861686706542969, -0.7242488861083984] User Vector: [0.0258817474956545, -1.2225764565431958] Predicted: 0.8872255612610926 Movie Vector: [-0.32387733459472656, 0.7787418365478516] User Vector: [-0.5398363175232601, 0.30566294325667953] Predicted: 0.41287326943319436 Movie Vector: [-0.08530616760253906, 1.6090106964111328] User Vector: [0.4502503482011663, -0.22699720271727025] Predicted: -0.4036500588942443 Movie Vector: [0.6064319610595703, -1.1245441436767578] User Vector: [0.1015616371169, 1.015782028685473] Predicted: -1.080701508845123 Movie Vector: [0.11008051437531721, 0.5963671747796594] User Vector: [-2.654581069946289, 0.7643795013427734] Predicted: 0.16363319404460724 Movie Vector: [1.1714742021936855, 2.3671799453203195] User Vector: [-2.2101263317166655, -0.25880921202436163] Predicted: -3.2017539575632608 Movie Vector: [-2.1400432470607114, 0.24542260652190434] User Vector: [0.43784040773390076, 0.9388162563978679] Predicted: -0.7065906751709415 Movie Vector: [2.565112748158783, 0.27217395843660896] User Vector: [0.3385496689781715, -0.5869320877616502] Predicted: 0.7086704421212924 Movie Vector: [2.1423816680908203, 1.246500015258789] User Vector: [0.2031230926513672, 1.276559829711914] Predicted: 2.0263990372768603 Movie Vector: [-1.96328681135963, 0.488675382428523] User Vector: [0.5261516571044922, 0.6058788299560547] Predicted: -0.7369085402341427 Movie Vector: [0.3428363800048828, -1.2871837615966797] User Vector: [0.3632002610975834, 0.1379382605932204] Predicted: -0.05303362640696073 Movie Vector: [-0.7845592498779297, 0.3331470489501953] User Vector: [-0.6251239776611328, -1.3754558563232422] Predicted: 0.03221773949917406 Movie Vector: [-0.08355140686035156, 0.16198158264160156] User Vector: [0.42572899304077755, -0.09682669751701511] Predicted: -0.05125439801556353 Movie Vector: [0.629652157391898, -0.8923043058157558] User Vector: [0.7707500457763672, -0.4159259796142578] Predicted: 0.8564369716434322 Movie Vector: [-0.30930519104003906, 0.7798290252685547] User Vector: [-0.22268270922987934, 1.9605748755056103] Predicted: 1.5977901120512192 Movie Vector: [-0.6737613677978516, -0.1636981964111328] User Vector: [0.10728411730098886, -0.5452479465001331] Predicted: 0.016972211823246208 Movie Vector: [0.4603063479470675, -0.1197289710899162] User Vector: [-0.9121853282667821, 0.2669154682558517] Predicted: -0.4518422114876357 Movie Vector: [0.8383873114849207, 1.1335563891255942] User Vector: [-0.17912864685058594, -0.5693149566650391] Predicted: -0.7955297911954105 Movie Vector: [1.2327671948762864, 0.3009524633252307] User Vector: [0.7033824920654297, 0.6836986541748047] Predicted: 1.072867655814644 Movie Vector: [-0.7364940643310547, 1.9519710540771484] User Vector: [0.2744007110595703, 1.3082408905029297] Predicted: 2.3515538550782367 Movie Vector: [0.6346416473388672, -0.9576320648193359] User Vector: [1.312398910522461, 0.05261421203613281] Predicted: 0.782517950028705 Movie Vector: [0.38674354553222656, -0.39155006408691406] User Vector: [-1.2829293049641761, 0.8351050651758195] Predicted: -0.8231500698579393 Movie Vector: [0.5055904388427734, -0.47463417053222656] User Vector: [1.2299633026123047, 1.283273696899414] Predicted: 0.012772139234584756 Movie Vector: [-1.125360699624482, 0.6732074285399479] User Vector: [-0.42486297175639764, 0.7305692033560424] Predicted: 0.9699487059021157 Movie Vector: [-0.08158281745274096, -1.0024768853271104] User Vector: [0.5817127227783203, 0.6811237335205078] Predicted: -0.730268561774372 Movie Vector: [0.6033420562744141, 0.0074100494384765625] User Vector: [-0.9574024673710504, -0.579116260796405] Predicted: -0.5819324534689743 Movie Vector: [0.3048992156982422, 0.22536277770996094] User Vector: [0.8276653289794922, -0.5190372467041016] Predicted: 0.13538283401430817 Movie Vector: [0.6691455841064453, 0.026311874389648438] User Vector: [1.3882732391357422, 1.0636234283447266] Predicted: 0.9569428335453267
avg loss: 15.937235405769483: 1%|▍ | 579/70000 [00:00<01:55, 601.69it/s]
Movie Vector: [-1.5982532501220703, 1.383199691772461] User Vector: [-0.411411656185613, 2.178844648563033] Predicted: 3.6713172629492226 Movie Vector: [1.1263179779052734, 0.4790210723876953] User Vector: [0.07638317572003823, 1.547324551492294] Predicted: 0.827232810010625 Movie Vector: [0.2766827695363461, 1.1820435005811534] User Vector: [0.6346351391058366, 1.537227273351524] Predicted: 1.9926621153141442 Movie Vector: [0.13892173767089844, -0.8877468109130859] User Vector: [0.8532547116941953, 1.199926175355674] Predicted: -0.9466950082786969 Movie Vector: [0.3555583953857422, -0.20646095275878906] User Vector: [1.9349268505665944, -1.466330998179871] Predicted: 0.9907195811202083 Movie Vector: [0.46140105246203167, -0.7830589901525511] User Vector: [-0.3563404083251953, -0.30577659606933594] Predicted: 0.07502527309434351 Movie Vector: [0.3415203094482422, -0.1878643035888672] User Vector: [-0.059713891380609674, -0.5219756372746144] Predicted: 0.07766708292428603 Movie Vector: [0.1777172088623047, -0.44953346252441406] User Vector: [-0.8341312408447266, 0.3209400177001953] Predicted: -0.2925127533671912 Movie Vector: [-0.3995462139420297, -0.41825533413976235] User Vector: [1.173633337704075, 0.5923542002094957] Predicted: -0.7166760605735251 Movie Vector: [-0.9529590606689453, -1.0745525360107422] User Vector: [0.0005661444413329261, -0.5551346226605698] Predicted: 0.5959818041322661 Movie Vector: [0.12631383641154176, 0.3510282294698555] User Vector: [-0.840684608574109, 0.24831762002027472] Predicted: -0.01902360361924564 Movie Vector: [-0.5666019300850276, 1.2383596778527188] User Vector: [-0.5908298492431641, 1.597127914428711] Predicted: 2.3125841425345457 Movie Vector: [-0.48422813415527344, 2.022428512573242] User Vector: [-0.6085491180419922, -0.41625022888183594] Predicted: -0.547159727284452 Movie Vector: [0.6600284576416016, -2.3268985748291016] User Vector: [-2.150518273368329, -1.0955253024051512] Predicted: 1.1297730057543887 Movie Vector: [-0.509399140897693, -0.0281929249684032] User Vector: [0.14148204852226814, 0.5876552248628498] Predicted: -0.08863855363153754 Movie Vector: [1.8543338775634766, -0.7619571685791016] User Vector: [0.713059469259741, 1.3806425008808634] Predicted: 0.27025987977461763 Movie Vector: [-0.15044204188923804, -0.2925279047418886] User Vector: [-0.2627086639404297, -0.4284381866455078] Predicted: 0.1648525528760165 Movie Vector: [0.8077923462839143, 1.0363180545888067] User Vector: [0.4582691192626953, 1.406087875366211] Predicted: 1.8273405386590957 Movie Vector: [-1.259153885793176, -0.9243836357772011] User Vector: [1.0935140945818969, 0.773337910360009] Predicted: -2.0917634306253303 Movie Vector: [0.3836345672607422, -1.102151870727539] User Vector: [-0.5415018951000957, 0.0020950372285421515] Predicted: -0.2100478943982786 Movie Vector: [1.080650515521743, 0.6210659989307353] User Vector: [-0.46866670651053116, -0.2028141709179362] Predicted: -0.6324259036569398 Movie Vector: [-0.8139118538650086, -0.3775054415810062] User Vector: [0.05724906921386719, -1.0391521453857422] Predicted: 0.34568989345778967 Movie Vector: [1.110539562543059, 0.2712589643528298] User Vector: [-0.5753229297670885, 1.311755531826059] Predicted: -0.28309342769730134 Movie Vector: [-1.4782261894438211, -0.8854409458286936] User Vector: [-1.9359089061816734, 0.2952977321731844] Predicted: 2.6002425422187985 Movie Vector: [-1.1221259346493795, 0.3639957656102643] User Vector: [0.6709575653076172, 1.0225963592529297] Predicted: -0.38067814038434294 Movie Vector: [0.9102916717529297, 0.4749584197998047] User Vector: [-0.6593511247733107, 1.7468873490265353] Predicted: 0.2294970172198415 Movie Vector: [-0.04672050476074219, 0.49361228942871094] User Vector: [-1.597510071662605, -0.006992260349050761] Predicted: 0.07118501126926978 Movie Vector: [-0.037671347124230814, -0.23914401630151955] User Vector: [-1.7927582304314955, 0.9103243070091113] Predicted: -0.15016299330664973 Movie Vector: [-0.09943962097167969, 0.7154560089111328] User Vector: [1.0801589186849996, 0.7467104356166814] Predicted: 0.42682787461538857 Movie Vector: [-0.6223964691162109, -0.2700519561767578] User Vector: [-2.5635506432168924, -0.5013205407504513] Predicted: 1.7309274614400345 Movie Vector: [-1.0288298860044236, 0.05786254348967945] User Vector: [0.29369178395241036, -2.2632523652331025] Predicted: -0.4331164230156144 Movie Vector: [0.5971240997314453, 0.5140590667724609] User Vector: [-0.7744675018532365, 0.1368102727334441] Predicted: -0.39212464868913516 Movie Vector: [0.19567949186991343, -1.0314211573032948] User Vector: [0.4170423469831805, 0.6028400115302008] Predicted: -0.5401753078153064 Movie Vector: [-2.2156016705920605, -1.8789060410939338] User Vector: [0.9826564788818359, 0.20339012145996094] Predicted: -2.559326264138657 Movie Vector: [-0.7393924065303358, -0.5830565984422174] User Vector: [-0.3635590481363108, 0.8325707795830817] Predicted: -0.2166230871887117 Movie Vector: [0.8280886301481537, 0.692747467297457] User Vector: [-0.5888271331787109, -0.39200782775878906] Predicted: -0.759163483948702 Movie Vector: [-0.29435157775878906, -1.156148910522461] User Vector: [-1.7936981239124457, 0.037316256848796844] Predicted: 0.48483472309609554 Movie Vector: [0.05898475646972656, 0.42908668518066406] User Vector: [-1.8278994533104054, -0.1464364595489393] Predicted: -0.17065213912210736 Movie Vector: [0.017309188842773438, -1.469278335571289] User Vector: [-0.8967949577000447, 0.4983608780417894] Predicted: -0.7477536346791636 Movie Vector: [0.8753299713134766, 2.1642017364501953] User Vector: [0.48760793497267285, -0.5711161052780181] Predicted: -0.8091926270255062 Movie Vector: [1.206147943545548, 0.018149641328096204] User Vector: [0.9145641326904297, -2.242441177368164] Predicted: 1.0624001448164935 Movie Vector: [-0.29639244079589844, -0.2945995330810547] User Vector: [-0.0059986114501953125, 0.7615947723388672] Predicted: -0.2225875212388928 Movie Vector: [-0.7283007251046174, 0.8765346081380652] User Vector: [1.007088779916497, 0.14612169094546482] Predicted: -0.6053827695445546 Movie Vector: [-0.7920168657809582, -0.46254361083256335] User Vector: [-0.4660892312460375, -1.4883399158563535] Predicted: 1.0575726509321741 Movie Vector: [-0.48973472996062395, 0.05348453130054519] User Vector: [0.5070834176508228, 0.45911276167746107] Predicted: -0.22378092973831806 Movie Vector: [0.3950703864444497, 1.237346243869319] User Vector: [-0.11029243469238281, 0.0061321258544921875] Predicted: -0.03598571190282906 Movie Vector: [-0.9631188903561192, -0.2517936347450087] User Vector: [1.091146469116211, -0.7235050201416016] Predicted: -0.868729817773488 Movie Vector: [-0.6821537017822266, 1.3613605499267578] User Vector: [0.8944101371156481, -0.46970358303810733] Predicted: -1.2495611140523146 Movie Vector: [2.600874035512222, -0.1359143482928889] User Vector: [1.136789321899414, 0.6534671783447266] Predicted: 2.8678302655002152 Movie Vector: [0.24941444396972656, -0.3636646270751953] User Vector: [-1.5562152862548828, -1.4568614959716797] Predicted: 0.1416664223143016 Movie Vector: [0.8461666107177734, -0.2489185333251953] User Vector: [-0.3262615203857422, -0.4505443572998047] Predicted: -0.16392276429542108 Movie Vector: [-1.9085979461669922, -0.6440639495849609] User Vector: [-1.220254898071289, 1.2007808685302734] Predicted: 1.555596323487407 Movie Vector: [0.2930839375379185, -0.789409989476632] User Vector: [-2.0514172448493477, 0.5728299113558408] Predicted: -1.0534350979489493 Movie Vector: [1.7041683197021484, -0.014543533325195312] User Vector: [4.189766044883711, -1.3752362840397387] Predicted: 7.160067355381539 Movie Vector: [-0.9009265899658203, 0.4919147491455078] User Vector: [0.47392514626371346, -0.6398115534822426] Predicted: -0.741704505754035 Movie Vector: [-0.16575514429920968, -0.05678355516388334] User Vector: [0.13740615125892208, -1.851543336559894] Predicted: 0.08236143676034768 Movie Vector: [0.7865238189697266, -1.3322734832763672] User Vector: [-0.7926082611083984, 1.407003402709961] Predicted: -2.4979186007840326 Movie Vector: [0.4562091827392578, 0.42626380920410156] User Vector: [-0.16165641592696617, -1.6408257013076195] Predicted: -0.773173755073976 Movie Vector: [0.4192522169874551, 0.4540830076656316] User Vector: [-1.2788455543071098, 0.1911241537328045] Predicted: -0.44937260326326617 Movie Vector: [-0.058367671423430245, 0.3353865299260136] User Vector: [-0.3897945079391931, -0.712444702481226] Predicted: -0.21619295876729705 Movie Vector: [-1.5578937530517578, -0.6034183502197266] User Vector: [1.0682614540670892, 1.542436859380295] Predicted: -2.5949725509224595 Movie Vector: [-0.012445449829101562, -1.571664810180664] User Vector: [0.851097531011134, -0.20291789912002528] Predicted: 0.3083266297808624 Movie Vector: [2.098379135131836, 0.8248996734619141] User Vector: [1.7330315634925617, 0.7078689970150437] Predicted: 4.220478177849217 Movie Vector: [-0.3935993423252852, 0.7186076085840621] User Vector: [1.5116214752197266, -1.4351177215576172] Predicted: -1.626259732416389 Movie Vector: [0.11927592354474212, -0.4854946856952669] User Vector: [-1.1614500329942008, 0.24152312592982467] Predicted: -0.25579121944789307 Movie Vector: [0.25667828088369027, -1.1016606847339827] User Vector: [0.8784580230712891, -0.8129024505615234] Predicted: 1.121023765497964 Movie Vector: [-0.6350352714156773, -1.2097790919526579] User Vector: [-0.5755550077044738, -1.4565895437762837] Predicted: 2.1276493061496713 Movie Vector: [2.2225207779971075, -0.3780461730293383] User Vector: [0.08324623107910156, -0.26289939880371094] Predicted: 0.2844045898727085 Movie Vector: [-1.2189579010009766, -0.9944629669189453] User Vector: [-0.14540890476820217, -0.7197354599854071] Predicted: 0.8929975942769585 Movie Vector: [0.11794582220644162, 1.511946263622012] User Vector: [-1.012735366821289, 0.7342815399169922] Predicted: 0.9907463252068343 Movie Vector: [0.016593854343445152, -0.38753970216743494] User Vector: [-1.050882339477539, 0.05772590637207031] Predicted: -0.03980926903616653 Movie Vector: [0.1263904571533203, 0.13665199279785156] User Vector: [0.8320713043212891, 0.3116893768310547] Predicted: 0.14775884701521136 Movie Vector: [0.15393028105174855, 1.2120281732761424] User Vector: [0.6930800776657697, 0.17173686207301445] Predicted: 0.31483592636899216 Movie Vector: [-2.2195808544075635, -1.8110449677850615] User Vector: [0.08357770991905403, -0.621080084341173] Predicted: 0.9392964765460416 Movie Vector: [1.9474124908447266, 0.06184577941894531] User Vector: [0.019521713256835938, 1.839761734008789] Predicted: 0.1517983266239753 Movie Vector: [-1.9697708118667392, -1.8280239991094918] User Vector: [1.0519123077392578, -0.1430034637451172] Predicted: -1.8106123967463148 Movie Vector: [-0.5940947357197655, 0.008564512684757684] User Vector: [1.3453197479248047, 0.27787208557128906] Predicted: -0.7968675411003528 Movie Vector: [-0.1289321806803188, 1.1415696431354563] User Vector: [0.5226546979352373, 1.5865030258661215] Predicted: 1.7437166831237063 Movie Vector: [-0.21826744079589844, -0.08904457092285156] User Vector: [0.9256870976558265, -0.698629284384532] Predicted: -0.13983820892096066 Movie Vector: [-0.0030422210693359375, 0.7774639129638672] User Vector: [-1.9857501983642578, 0.1578998565673828] Predicted: 0.12880253143521259 Movie Vector: [0.05785942077636719, 0.6713581085205078] User Vector: [0.9013619301909053, -0.42678772825376454] Predicted: -0.2343751227894978 Movie Vector: [0.2225781161565807, -1.7653019175537523] User Vector: [-0.5750531770830394, -0.3205935313877104] Predicted: 0.43795012286905477 Movie Vector: [-0.38573265075683594, 1.134347915649414] User Vector: [0.240211127197427, 0.7586757379461078] Predicted: 0.7679449671577975 Movie Vector: [0.9441471099853516, -1.583414077758789] User Vector: [0.15547986485568954, 0.44767525268381125] Predicted: -0.5620594322993575 Movie Vector: [0.2554035186767578, 0.6834125518798828] User Vector: [-1.2137684843060836, 0.2616077206140191] Predicted: -0.1312147418144226 Movie Vector: [0.4187488555908203, -0.2531909942626953] User Vector: [-0.6696414947509766, -1.1779308319091797] Predicted: 0.017829868920671288 Movie Vector: [-0.39361000061035156, -0.8703136444091797] User Vector: [0.13245792436437864, 1.5662040295688617] Predicted: -1.4152255005523278 Movie Vector: [-0.7838535308837891, 0.5971431732177734] User Vector: [0.6475162506103516, -0.2944469451904297] Predicted: -0.6833848825408495 Movie Vector: [-0.8075618743896484, 0.9633541107177734] User Vector: [-0.7650981517125888, -0.6345307918964009] Predicted: 0.006586250738671917 Movie Vector: [0.7543087005615234, -0.7369518280029297] User Vector: [0.09604454040527344, 0.5571269989013672] Predicted: -0.3381285278010182 Movie Vector: [-2.1724566207048412, -0.6395954450119581] User Vector: [2.1429006374559423, -0.9745447765975312] Predicted: -4.03204427728181 Movie Vector: [0.8390522003173828, -0.06632804870605469] User Vector: [0.45884828793375326, -0.5420518829561888] Predicted: 0.4209509092966064 Movie Vector: [-1.354795235923264, -0.1861615255333882] User Vector: [0.2330303192138672, -0.6488704681396484] Predicted: -0.19491365007418404 Movie Vector: [-0.1798049856411045, 2.0866411383949135] User Vector: [-1.190195083618164, -0.6986522674560547] Predicted: -1.2438335527866125 Movie Vector: [0.19479602177807587, 2.149900730751442] User Vector: [-1.829460486590024, 0.3590591443293731] Predicted: 0.4155698919887872 Movie Vector: [-0.5204486846923828, 0.5333614349365234] User Vector: [0.5986211161283167, 0.9823793204619953] Predicted: 0.21241167149550805 Movie Vector: [-0.24539425740971954, -0.7612407452509984] User Vector: [-1.579275131225586, -0.9867191314697266] Predicted: 1.1386758550661726 Movie Vector: [-0.9151420565325985, 1.103970968811781] User Vector: [-1.535358000635389, -1.487272954409647] Predicted: -0.23683548615192906 Movie Vector: [1.0407904253018512, -0.8473634600828511] User Vector: [-1.827013552953581, -0.09353949491163994] Predicted: -1.8222762627480742 Movie Vector: [0.40925025939941406, -0.5166912078857422] User Vector: [-0.8976264353489283, -0.9004823658991984] Predicted: 0.0979174698059474 Movie Vector: [1.5198666296118226, 2.2578945723902955] User Vector: [0.5986867791532994, 0.9131870842715533] Predicted: 2.971804218378542 Movie Vector: [0.45044898986816406, -1.1415386199951172] User Vector: [1.1050759412329774, 0.3934197671619875] Predicted: 0.04867648337110975 Movie Vector: [-0.7057021701882544, 0.8136931211987973] User Vector: [0.7256412506103516, 0.1758289337158203] Predicted: -0.3690158114615618 Movie Vector: [0.2356243133544922, -0.3613758087158203] User Vector: [-0.5815601348876953, -0.5442333221435547] Predicted: 0.05964304946246557 Movie Vector: [-1.6043383260365058, 1.415426379793877] User Vector: [-1.1734294891357422, -0.5830669403076172] Predicted: 1.0572895738248058 Movie Vector: [-0.1734177382167557, -0.6591458444126054] User Vector: [-0.060434662519640886, -0.30676937105870045] Predicted: 0.21268619861046004 Movie Vector: [-1.5807342483505653, 0.6031484950085946] User Vector: [2.4819087982177734, -0.7154560089111328] Predicted: -4.354764453645032 Movie Vector: [-0.41899681091308594, -0.5608081817626953] User Vector: [-0.05082130432128906, -1.9435977935791016] Predicted: 1.111279509132146 Movie Vector: [-0.6920337677001953, -0.7249736785888672] User Vector: [-0.5258081779621243, 1.4058806507583173] Predicted: -0.6553494525544641 Movie Vector: [-0.3504988019494472, 0.5922507699561562] User Vector: [0.12914934835348757, -0.13130152170280046] Predicted: -0.12303011919534773 Movie Vector: [-0.6392955780029297, -0.04414558410644531] User Vector: [0.7925701141357422, -0.3787517547607422] Predicted: -0.48996635177900316 Movie Vector: [0.3750391453697252, 1.2384599566242733] User Vector: [1.2191295623779297, -2.735567092895508] Predicted: -2.9306689940409743 Movie Vector: [0.4738665314143258, 0.5103828395246311] User Vector: [-0.5458626641426965, 1.8061016663703713] Predicted: 0.6631372496663954 Movie Vector: [0.07805824279785156, -0.9414196014404297] User Vector: [-0.33410072326660156, -0.3000354766845703] Predicted: 0.2563799635026953 Movie Vector: [0.8380603790283203, -1.2377452850341797] User Vector: [1.334085464477539, 0.027627944946289062] Predicted: 1.083847811423766 Movie Vector: [-1.2408617795466141, -0.1456635565082423] User Vector: [0.27260780334472656, 0.5248737335205078] Predicted: -0.41472357871898746 Movie Vector: [0.09120720814167504, -0.2542334622516445] User Vector: [-0.8322238922119141, -1.3864994049072266] Predicted: 0.276589726361962 Movie Vector: [-0.3085606096834263, 1.7256410533672013] User Vector: [-1.165425571499565, -1.7059321895091317] Predicted: -2.584222195594993 Movie Vector: [0.4448099065008131, 1.9415320599787032] User Vector: [-1.892385482788086, 0.6796169281005859] Predicted: 0.47774624474906435 Movie Vector: [-1.4396381378173828, 0.39513587951660156] User Vector: [-1.0229206085205078, -0.31937599182128906] Predicted: 1.346438606560696 Movie Vector: [1.0255418107145742, 0.46505668279059686] User Vector: [0.2903219999317803, -0.3406804356553786] Predicted: 0.1393016362027687 Movie Vector: [-0.6384563446044922, -1.0076236724853516] User Vector: [0.4122856826882041, 0.8910436162006484] Predicted: -1.1610630508026039 Movie Vector: [-0.08215904235839844, -0.25216102600097656] User Vector: [0.6006152013945019, 0.9160519238744859] Predicted: -0.2803385627668277 Movie Vector: [-0.8841561755741143, -0.3212409264182375] User Vector: [-1.1589527130126953, -0.23406028747558594] Predicted: 1.099884941994925 Movie Vector: [0.7004005706588341, 0.5083915243713344] User Vector:
avg loss: 15.857051904155483: 1%|▍ | 709/70000 [00:01<01:56, 595.43it/s]
[-0.5783085007464804, 0.8223625901580124] Predicted: 0.013034566856701124 Movie Vector: [-1.3014918159355544, -1.0356913657709756] User Vector: [-0.4112526985128556, 1.3518311153642428] Predicted: -0.8648377927674005 Movie Vector: [0.4094644201150327, -0.9549269952142478] User Vector: [-1.1351680755615234, 1.269063949584961] Predicted: -1.6766743619047892 Movie Vector: [0.3345012664794922, -0.03962516784667969] User Vector: [0.6921697116125322, -0.38568475190074275] Predicted: 0.24681446818310881 Movie Vector: [-0.05425345479273907, 0.6630665189611319] User Vector: [1.144418716430664, -1.6152667999267578] Predicted: -1.1331180033167578 Movie Vector: [1.8098081309472578, -1.0142095075972442] User Vector: [1.215045895717255, 0.5713594934123211] Predicted: 1.6195217110684608 Movie Vector: [-0.15438712667575052, -0.06818283586185293] User Vector: [1.1648998725907613, 0.2418125273170619] Predicted: -0.19633300805363457 Movie Vector: [1.3254174088049153, 0.3910099033192288] User Vector: [0.6166934967041016, 1.9475650787353516] Predicted: 1.578893529572609 Movie Vector: [-0.2111338552601181, -0.15106346264378648] User Vector: [-0.4515579439782106, -0.2563068442740591] Predicted: 0.13405776898079316 Movie Vector: [0.04015922546386719, 1.5577983856201172] User Vector: [-0.7003307342529297, 1.4487171173095703] Predicted: 2.2286844467089395 Movie Vector: [-2.3172855377197266, -0.9826755523681641] User Vector: [-0.5977535247802734, 2.284555435180664] Predicted: -0.8598111760875327 Movie Vector: [-0.63284061212227, 0.04314217874510043] User Vector: [1.076016597033657, 0.6998123612507576] Predicted: -0.6507555719433905 Movie Vector: [-0.5139077184046701, 0.9366449509556065] User Vector: [0.7903571206142332, 0.6305838930133998] Predicted: 0.18446259496518608 Movie Vector: [0.8607161229407128, 0.6218510568370605] User Vector: [1.0975764068285025, -0.15766174139073647] Predicted: 0.8466595890100264 Movie Vector: [-0.22209384474112115, -1.1682618588202875] User Vector: [-0.24175999798680828, -0.35592466434101977] Predicted: 0.46950661742052263 Movie Vector: [-2.04282374632775, -0.5119802569474986] User Vector: [1.166328556715228, -0.5958408234066346] Predicted: -2.077544933810502 Movie Vector: [0.11546410238725513, 0.4775417602473824] User Vector: [0.1850605010986328, -0.3873157501220703] Predicted: -0.16359160043813947 Movie Vector: [0.02463516422033013, -0.5377566796439778] User Vector: [-0.12240409851074219, -0.7286167144775391] Predicted: 0.388803060042492 Movie Vector: [0.5124568939208984, 1.0866641998291016] User Vector: [0.11036471077192377, 0.17815942332353538] Predicted: 0.2501566240685421 Movie Vector: [-1.1535358428955078, -0.8742046356201172] User Vector: [-0.04874991082592342, 0.4974515297956518] Predicted: -0.37863966386801523 Movie Vector: [2.326173782348633, 1.6324901580810547] User Vector: [0.42838011376319907, -0.2666552051346423] Predicted: 0.5611745915320902 Movie Vector: [-0.9243058411856707, 0.025663614808689394] User Vector: [-1.3510990142822266, 1.3605594635009766] Predicted: 1.28374558491687 Movie Vector: [-1.8006420135498047, 0.23650169372558594] User Vector: [0.36543846130371094, 1.130666732788086] Predicted: -0.39061924944689963 Movie Vector: [0.2658557891845703, 0.42176246643066406] User Vector: [0.1761105095928957, 0.051441748693303424] Predicted: 0.06851619731791017 Movie Vector: [0.5621084314532216, -0.871871035221258] User Vector: [-0.27309981344333617, -0.5180987125997625] Predicted: 0.2982035531363548 Movie Vector: [-0.5463695526123047, -1.0846996307373047] User Vector: [-1.0497570037841797, 1.792001724243164] Predicted: -1.3702283440579777 Movie Vector: [-0.511115427540688, 1.2715390162543176] User Vector: [0.6125926971435547, 0.5613803863525391] Predicted: 0.40071148589834515 Movie Vector: [-1.0795307159423828, -0.8109188079833984] User Vector: [0.05547170479920163, 0.6934733374153295] Predicted: -0.6222339813415346 Movie Vector: [1.3837146759033203, 0.9356021881103516] User Vector: [-0.39758893438841725, 1.12009431063591] Predicted: 0.4978130444308979 Movie Vector: [1.3210552908171023, 1.112127273877583] User Vector: [-0.47698020935058594, 0.6398105621337891] Predicted: 0.08143354708629402 Movie Vector: [0.8081042971737313, -0.4796552103532212] User Vector: [0.9408427004442566, 1.2870449734974965] Predicted: 0.1429612016965438 Movie Vector: [-0.23115129812404234, -0.4261444017199679] User Vector: [-0.3257753999224472, 0.9057706891891489] Predicted: -0.31068570185104016 Movie Vector: [-0.6482028961181641, -2.0211315155029297] User Vector: [-0.8873019877673578, -0.5782553096756894] Predicted: 1.7438817485946472 Movie Vector: [-0.243155918658168, 0.08104995798893064] User Vector: [0.7402515411376953, 0.2619457244873047] Predicted: -0.1587658535583849 Movie Vector: [-0.6765262102923925, 0.5483379090196591] User Vector: [0.6836710413838678, -0.0874940736875581] Predicted: -0.5104976961315291 Movie Vector: [-0.36160525026357876, 1.2105511856124187] User Vector: [2.618575479034599, 0.2375534111641631] Predicted: -0.6593200778993248 Movie Vector: [-0.3705345590496335, 0.16140823330780485] User Vector: [1.0326072994780375, 0.5356026687063895] Predicted: -0.29616600987268366 Movie Vector: [-0.4972553253173828, -0.8741474151611328] User Vector: [0.8184909820556641, 0.08330345153808594] Predicted: -0.4798184963874519 Movie Vector: [0.5657761493398226, -1.669758864862926] User Vector: [0.7329082489013672, -0.7833003997802734] Predicted: 1.7225847932665932 Movie Vector: [1.5417194366455078, -0.09902000427246094] User Vector: [-0.8216427079915339, 0.40442709050133885] Predicted: -1.3067889051179389 Movie Vector: [0.6305082938050399, 2.131530879415632] User Vector: [1.4948368072509766, -0.3342914581298828] Predicted: 0.22995443912806346 Movie Vector: [1.8194993062663156, 0.5416578616503114] User Vector: [-0.10605812072753906, 1.2221622467041016] Predicted: 0.46902111205181746 Movie Vector: [-0.3900548904321136, 0.2596886423716312] User Vector: [0.030946731567382812, -0.32599449157714844] Predicted: -0.09672799092904738 Movie Vector: [-1.2269738948043147, -0.2507324900299679] User Vector: [-1.0335940294183, -0.6934800331969645] Predicted: 1.4420708674313967 Movie Vector: [0.0013764281632318298, -0.4609775270907921] User Vector: [-0.12432412776523499, -0.36867823489934437] Predicted: 0.16978125778527264 Movie Vector: [1.4735691843920427, -0.7860390222404721] User Vector: [0.2043343053293898, -0.9199487878070947] Predicted: 1.0242163813267398 Movie Vector: [0.1353740692138672, -0.20674705505371094] User Vector: [0.7252454324385331, 0.7492560432727627] Predicted: -0.05672705505986447 Movie Vector: [-0.025729071416102034, 0.39593797639237727] User Vector: [-0.4787873284266647, -0.275789106346026] Predicted: -0.09687662731149331 Movie Vector: [1.2736797332763672, -0.2425861358642578] User Vector: [-0.8957180014649103, 0.25636683229671287] Predicted: -1.2030489044072874 Movie Vector: [1.0164625646417798, 0.5994788055193099] User Vector: [0.6770413049641577, -0.10275326873307461] Predicted: 0.6265887344089769 Movie Vector: [-0.4588326525534098, -1.4138844107832835] User Vector: [0.39179297009143876, 0.0513583083942874] Predicted: -0.25238211932171684 Movie Vector: [2.1695619841644938, 1.4173190944960157] User Vector: [-1.7223644256591797, -1.066141128540039] Predicted: -5.247838559694797 Movie Vector: [0.28016866548632285, -0.3683155508679671] User Vector: [0.1662731170654297, -0.48722267150878906] Predicted: 0.2260362039665948 Movie Vector: [0.5966442505612226, 0.6559344292924927] User Vector: [0.32380104064941406, -0.2557849884033203] Predicted: 0.025415848839294874 Movie Vector: [0.484400814422022, 0.4563299771754523] User Vector: [-0.2353382110595703, -0.5125904083251953] Predicted: -0.3479083904332697 Movie Vector: [1.269845962524414, 0.9769153594970703] User Vector: [0.3151416778564453, 1.0122013092041016] Predicted: 1.3890163931137067 Movie Vector: [2.607635246940816, -0.13202776203691233] User Vector: [0.21684481964628238, -0.9676639211464068] Predicted: 0.6932106967389935 Movie Vector: [-0.759310791066123, 0.3663580259967091] User Vector: [0.8830547332763672, 0.2909564971923828] Predicted: -0.5639187401164442 Movie Vector: [1.791543960571289, -1.3713741302490234] User Vector: [1.122007258706697, 0.7501633591286921] Predicted: 0.9813707038833348 Movie Vector: [0.7065436425572013, -0.954749506176604] User Vector: [0.5153658072933649, 1.651039096263679] Predicted: -1.2122003271015274 Movie Vector: [0.07585498211070403, 0.9289276315084051] User Vector: [1.3192200487727432, -2.405046769965427] Predicted: -2.1340449864911855 Movie Vector: [0.1629352569580078, -0.12108802795410156] User Vector: [0.8039951324462891, -2.9389476776123047] Predicted: 0.48687053204048425 Movie Vector: [-0.7033824920654297, 1.4244365692138672] User Vector: [-0.24802207946777344, -0.46242713928222656] Predicted: -0.4842437394472654 Movie Vector: [-0.5770397186279297, 0.9150600433349609] User Vector: [-1.319417953491211, -0.8792781829833984] Predicted: -0.04323576758906711 Movie Vector: [1.5673029742879456, 1.735881137635645] User Vector: [-0.24529457092285156, 0.7912731170654297] Predicted: 0.9891051680479704 Movie Vector: [0.0073909759521484375, -1.4604663848876953] User Vector: [0.6582927703857422, 0.06213188171386719] Predicted: -0.08587609863752732 Movie Vector: [0.5180110633222831, 0.20101123752117223] User Vector: [-0.4829692840576172, -1.4783573150634766] Predicted: -0.5473498657860749 Movie Vector: [-0.15425682067871094, 0.5254459381103516] User Vector: [0.023126673099515938, -1.0374666757839734] Predicted: -0.548700097780745 Movie Vector: [0.18492858162700987, 0.23181745883739086] User Vector: [-2.2861004938193217, -1.022716836663822] Predicted: -0.659848939964436 Movie Vector: [-0.5766582489013672, 1.2113285064697266] User Vector: [0.6273690669724471, -1.8428234591261452] Predicted: -2.5940421360058643 Movie Vector: [-0.407099528001024, 1.9532177613486932] User Vector: [-0.9170627593994141, 0.5899143218994141] Predicted: 1.525566947706724 Movie Vector: [1.3293933868408203, 0.15992164611816406] User Vector: [-0.1344013214111328, -0.16442298889160156] Predicted: -0.20496702290984103 Movie Vector: [1.5303017165935673, 1.0216178985438078] User Vector: [0.2147197723388672, 1.8416309356689453] Predicted: 2.210029162588123 Movie Vector: [0.7964214807016461, 0.11581564006076117] User Vector: [0.5650997161865234, 1.6203784942626953] Predicted: 0.6377227251630775 Movie Vector: [-0.44226646423339844, -0.03945350646972656] User Vector: [-0.6498813629150391, -0.9068393707275391] Predicted: 0.3231987255276181 Movie Vector: [0.18742990845965507, 1.2603588676318984] User Vector: [-1.4640782562725734, 1.3636963643173758] Predicted: 1.4443347519738448 Movie Vector: [0.1611614227294922, -0.04677772521972656] User Vector: [-0.9480953216552734, 0.4118061065673828] Predicted: -0.17205974381795386 Movie Vector: [0.4808665220380147, -0.02835277003384215] User Vector: [-1.385879129497046, -0.3956333918689888] Predicted: -0.6552055743889456 Movie Vector: [1.386702018516657, 1.0010133439006907] User Vector: [0.3102397918701172, -0.2095317840576172] Predicted: 0.22046603379748622 Movie Vector: [0.8525971694852049, 1.1737908102539074] User Vector: [-0.21840973594242508, -1.1330789061255775] Predicted: -1.5162131299552752 Movie Vector: [0.5481878151723814, -2.231729134671565] User Vector: [-0.6548177821268253, 0.2104847696311229] Predicted: -0.8287081221105383 Movie Vector: [-0.9287738800048828, 0.35180091857910156] User Vector: [0.2288341522216797, -0.3825092315673828] Predicted: -0.34710228246694896 Movie Vector: [0.8330266724381288, -1.2378495294564844] User Vector: [0.7948122535406481, -0.16323594445824957] Predicted: 0.8641613438180455 Movie Vector: [1.4394673009134888, 0.9653763816326759] User Vector: [-0.23204825829813608, -1.0430135501873536] Predicted: -1.340926527127813 Movie Vector: [1.201486587524414, 0.2736186981201172] User Vector: [-0.1241488260899149, -0.4273882605603914] Predicted: -0.26610456885028955 Movie Vector: [-0.11478211725443907, 0.23227534632261043] User Vector: [0.7639617140951216, -0.20937026455529423] Predicted: -0.13632069375440603 Movie Vector: [0.1997852325439453, 1.8523311614990234] User Vector: [0.08303642272949219, -0.37634849548339844] Predicted: -0.6805325947425445 Movie Vector: [0.6363773345947266, 0.46097755432128906] User Vector: [0.20146718449702583, 0.872612451781478] Predicted: 0.5304639037710508 Movie Vector: [-0.44928550720214844, -0.8631038665771484] User Vector: [0.5793285369873047, 0.14832496643066406] Predicted: -0.3883037676132517 Movie Vector: [0.4477405548095703, 0.3827953338623047] User Vector: [0.9097831883939194, -0.3290736498430861] Predicted: 0.28137897187094196 Movie Vector: [0.7580089569091797, -1.3313961029052734] User Vector: [-0.9905899837702191, 1.094984840870272] Predicted: -2.2087346301973763 Movie Vector: [-1.2793827056884766, 0.21965980529785156] User Vector: [-0.7413757309533048, -0.38478136681388064] Predicted: 0.8639822884822328 Movie Vector: [0.7997146294019797, -0.3130654730025519] User Vector: [0.8426060565950664, 0.32307943684244494] Predicted: 0.5726993735693089 Movie Vector: [1.855611801147461, 0.5764675140380859] User Vector: [-0.038540005122525034, 0.23085815509648644] Predicted: 0.06156693844224938 Movie Vector: [0.2615950216955712, 0.21726853387555278] User Vector: [0.19294223312354264, 0.9863890088696915] Predicted: 0.2647840214480226 Movie Vector: [-0.4634540007093027, 0.2463225211595133] User Vector: [-0.6066913045757492, 0.46641138051544967] Predicted: 0.3960611394472317 Movie Vector: [0.7521724700927734, -0.9712314605712891] User Vector: [0.5184689955621263, -0.546764968981073] Predicted: 0.9210134444711868 Movie Vector: [-1.1460018157958984, -0.32715797424316406] User Vector: [-0.32912943159131824, 0.8454999689531489] Predicted: 0.10057086917015229 Movie Vector: [0.5700206756591797, -0.1468181610107422] User Vector: [-0.3628826141357422, 0.2457904815673828] Predicted: -0.24293709939229302 Movie Vector: [-1.1387786132507742, 0.8873383643725584] User Vector: [1.1010946614117287, 0.005884620666876894] Predicted: -1.2486814019027797 Movie Vector: [-0.04682983947020539, 1.4785570173477294] User Vector: [0.7398622561440331, -0.06570337620882745] Predicted: -0.13179381864228873 Movie Vector: [0.021268578750169097, -0.5577964534270532] User Vector: [0.41443824768066406, -2.073984146118164] Predicted: 1.1656755136765253 Movie Vector: [0.2385425567626953, 1.1350727081298828] User Vector: [-0.18619110307739842, -1.2203446467358972] Predicted: -1.4295944047968692 Movie Vector: [1.6648007831835567, 0.31682851537055273] User Vector: [0.5050373077392578, 1.0755443572998047] Predicted: 1.1815496273997037 Movie Vector: [0.6834316253662109, -0.8101558685302734] User Vector: [1.788797378540039, -0.31546592712402344] Predicted: 1.4780972720473073 Movie Vector: [-2.3240365724194727, -0.2203566976037752] User Vector: [-0.7982349395751953, -1.0046100616455078] Predicted: 2.076499748519531 Movie Vector: [1.1046504974365234, -0.2232646942138672] User Vector: [-0.5395253683036079, 2.3907085260102403] Predicted: -1.1297477744903655 Movie Vector: [1.728854799651421, 0.45324009312664293] User Vector: [-2.2076920525078783, -0.08007296265941549] Predicted: -3.853071278183222 Movie Vector: [-1.229257583618164, 0.39223670959472656] User Vector: [-1.963154319950046, -0.03722986803041578] Predicted: 2.3986194146764572 Movie Vector: [-0.14639854431152344, -0.1759815216064453] User Vector: [0.4303065501619918, -1.4288738717857181] Predicted: 0.18845914558911436 Movie Vector: [1.525716781616211, 0.4462909698486328] User Vector: [-1.1298467563051628, -0.3710014093154936] Predicted: -1.8894007355280495 Movie Vector: [0.1319852734904804, 0.040922078386847305] User Vector: [-0.448745708882039, -0.27482103353897436] Predicted: -0.07047407299131171 Movie Vector: [-3.041316676218769, -0.00765253478016277] User Vector: [-0.23482006653230364, 2.3291234941986527] Predicted: 0.6963384857088465 Movie Vector: [-0.6497043795995137, -0.2859625515096742] User Vector: [-0.1745330556771682, -0.25701581796298684] Predicted: 0.18689178974138362 Movie Vector: [-1.3052390056600913, 1.411255537935893] User Vector: [0.30066490173339844, 0.8821773529052734] Predicted: 0.8525381173538038 Movie Vector: [0.17056790552062082, -0.687852047565375] User Vector: [0.11160850524902344, 0.8295154571533203] Predicted: -0.5515470767114263 Movie Vector: [1.3331973799653376, -1.7987745893093305] User Vector: [-1.6081523895263672, -0.4876422882080078] Predicted: -1.2668259956003285 Movie Vector: [0.1683521270751953, 0.3493785858154297] User Vector: [-0.4705846489764983, 0.7481744803771687] Predicted: 0.1821722152732415 Movie Vector: [-1.0675008302264704, 1.22060770544817] User Vector: [-0.3010082244873047, 1.5561962127685547] Predicted: 2.2208316180397514 Movie Vector: [-1.7954349517822266, -0.9349536895751953] User Vector: [1.5465450286865234, -0.8962345123291016] Predicted: -1.938783234982111 Movie Vector: [-0.3027081879386821, 0.3375471309573556] User Vector: [0.4211902618408203, -0.2760028839111328] Predicted: -0.22066172253941274 Movie Vector: [-0.13534802382763494, -0.46651849626581904] User Vector: [0.04215291919611408, -2.249105538144097] Predicted: 1.0435440192863499 Movie Vector: [-1.139078140258789, 0.009660720825195312] User Vector: [-0.8811387522186767, 0.9027404856846829] Predicted: 1.0124070149970013 Movie Vector: [-0.49103736877441406, 0.2280139923095703] User Vector: [-0.5412197113037109, -2.047910690307617] Predicted: -0.20119318942306563 Movie Vector: [1.0583060916396498, 0.5931282931608661] User Vector: [-0.9375095367431641, 0.5269718170166016] Predicted: -0.6796101593346194
avg loss: 15.573327989951672: 1%|▌ | 769/70000 [00:01<01:56, 593.76it/s]
Movie Vector: [0.8442237815132154, -0.17863010634968643] User Vector: [-0.36182213919814993, -0.5945837836260736] Predicted: -0.19924829008613867 Movie Vector: [0.22074755014001637, 0.48374963655248315] User Vector: [0.3116130828857422, -1.4084148406982422] Predicted: -0.6125323426642927 Movie Vector: [-0.5529097944347107, 0.09512704070433015] User Vector: [-0.5566310882568359, 3.0732250213623047] Predicted: 0.6001135822847543 Movie Vector: [-0.8537313823315534, -0.6596135541231902] User Vector: [-0.6818529993213199, 0.5063592892960742] Predicted: 0.24811785318163 Movie Vector: [0.19516944885253906, 0.12486457824707031] User Vector: [0.18847532864640182, -0.47472765541765705] Predicted: -0.022492042461726862 Movie Vector: [0.13040155171182272, -1.816690574262738] User Vector: [-0.386475092105791, 1.6539212114025241] Predicted: -3.0550600270367396 Movie Vector: [0.1324748992919922, -0.11693000793457031] User Vector: [0.5415058135986328, 0.7952213287353516] Predicted: -0.02124930815625703 Movie Vector: [1.170511245727539, -0.1322650909423828] User Vector: [-0.64054142522542, 0.5311049087241604] Predicted: -0.8200075806330467 Movie Vector: [-1.434488296508789, 0.6331157684326172] User Vector: [-0.4118633270263672, 0.17769813537597656] Predicted: 0.7033166139081004 Movie Vector: [0.8185291290283203, 0.8949184417724609] User Vector: [-0.14077186584472656, 1.1148738861083984] Predicted: 0.8824953281873604 Movie Vector: [-0.634262919969808, 0.9558328723176072] User Vector: [-0.41973374901248733, -1.10928801382828] Predicted: -0.7940723952264435 Movie Vector: [0.7229371027864282, 1.386375969413989] User Vector: [-2.207765579223633, -0.9841442108154297] Predicted: -2.96046953578794 Movie Vector: [-1.2154483795166016, 0.3528118133544922] User Vector: [1.0447380402988058, 1.2253772639370564] Predicted: -0.8374975835675345 Movie Vector: [-0.33066749572753906, -0.8630847930908203] User Vector: [0.5888380359364062, -0.6376279406786175] Predicted: 0.3556173805173164 Movie Vector: [-0.1790142059326172, -1.1312580108642578] User Vector: [-1.1941193390292273, -0.45764822306383807] Predicted: 0.7314825437638585 Movie Vector: [-0.7759935710005392, -0.6691873838151785] User Vector: [-0.04313654629933479, -1.5300854246860454] Predicted: 1.057387544962842 Movie Vector: [0.229285771788162, 0.03893310851563858] User Vector: [-1.323843002319336, -0.2787494659423828] Predicted: -0.31439094771935755 Movie Vector: [0.8046082995828435, 0.35500661009455414] User Vector: [0.5767985747666861, -0.0008718202033788924] Predicted: 0.4637874185098174 Movie Vector: [2.6238584671910763, -1.9886143188867167] User Vector: [1.1565884438860272, 0.2381419053464712] Predicted: 2.561151978646746 Movie Vector: [-0.035523601537467586, -1.47345127020354] User Vector: [-0.7765674591064453, 0.9453487396240234] Predicted: -1.365338828200072 Movie Vector: [0.7566150444180588, -0.41721464443023537] User Vector: [-0.26686668395996094, 0.4397106170654297] Predicted: -0.3853690566892185 Movie Vector: [1.8470470755504251, 0.6277710035927282] User Vector: [0.36507472155322157, 0.7182348591491934] Predicted: 1.1251972151456346 Movie Vector: [1.8705309175449414, 0.03094925864848308] User Vector: [0.1533852603243488, -0.44826049309465044] Predicted: 0.27303854178969095 Movie Vector: [-0.2840742179574862, 0.40160358618381775] User Vector: [1.785656424462331, -0.4925076599703291] Predicted: -0.7050517947869821 Movie Vector: [0.2528858184814453, -0.7549190521240234] User Vector: [-0.7405376434326172, -0.5118465423583984] Predicted: 0.19913123851438286 Movie Vector: [0.11591911315917969, -0.5358409881591797] User Vector: [-1.000246332530721, 2.1138730416032256] Predicted: -1.2486474872634064 Movie Vector: [-0.804497590515182, -0.5483877300013225] User Vector: [0.7290478075115786, 0.2757408630872592] Predicted: -0.7377301104904687 Movie Vector: [0.9760761260986328, -1.1634159088134766] User Vector: [-1.708536148071289, 1.4306354522705078] Predicted: -3.332085389592976 Movie Vector: [0.32448768615722656, 0.3425884246826172] User Vector: [0.03758836206250388, 1.1045827678375915] Predicted: 0.3906142309971475 Movie Vector: [0.14486412220984202, 2.049252307449751] User Vector: [-2.366647720336914, 0.09425163269042969] Predicted: -0.1496969688147613 Movie Vector: [-1.564950942993164, -1.7960071563720703] User Vector: [-0.817839985524033, 0.31180320331019573] Predicted: 0.719878672038504 Movie Vector: [0.4514041271028634, -0.10476475722711116] User Vector: [0.009671454431254, 1.1773942327930118] Predicted: -0.11898368651380535 Movie Vector: [0.4025554656982422, -1.186513900756836] User Vector: [0.5595166000011629, 0.7793239669844754] Predicted: -0.6994422545406762 Movie Vector: [0.5319881439208984, -0.09118080139160156] User Vector: [0.08625984191894531, 0.8430767059326172] Predicted: -0.030983196484157816 Movie Vector: [0.800677523298222, -1.022383726450849] User Vector: [1.0686445319470583, 0.8295550512747887] Predicted: 0.007516072507114724 Movie Vector: [-1.5807437896728516, 0.19576072692871094] User Vector: [-0.5595737526933265, 0.8426952000487575] Predicted: 1.0495093593747884 Movie Vector: [-0.8407547397025726, 0.00876326059844941] User Vector: [-1.1007213592529297, -1.4133739471435547] Predicted: 0.9130509356618809 Movie Vector: [0.4921043737052677, -0.05987570862520626] User Vector: [-1.0532719503002876, 0.5332172910070652] Predicted: -0.5502464965941098 Movie Vector: [-0.06531715393066406, 1.530904769897461] User Vector: [0.464341292470435, 1.1269832587074042] Predicted: 1.6949745946730945 Movie Vector: [0.03205299377441406, 1.0346317291259766] User Vector: [0.7212131469965718, 0.001524180375992168] Predicted: 0.02469400588861935 Movie Vector: [1.2262813673234185, 0.3479670510679253] User Vector: [1.127061015251336, -1.2204228839863007] Predicted: 0.9574269708428029 Movie Vector: [1.3941386011125805, 0.761632348165384] User Vector: [1.1556698191403754, 0.16584962183160465] Predicted: 1.7374803419223377 Movie Vector: [-0.3584766387939453, 1.148996353149414] User Vector: [-0.8447569836483417, 0.15753852354488249] Predicted: 0.4838368331295824 Movie Vector: [1.2917825173587778, -0.23953476688106157] User Vector: [0.269697032543254, -0.534797875580888] Predicted: 0.4764925960786719 Movie Vector: [-0.8522076915949888, 0.11168642579705435] User Vector: [-0.20229240200452583, -0.6283388312151807] Predicted: 0.10221822269156029 Movie Vector: [-0.4137701167655457, 1.016539415156233] User Vector: [-1.6243457794189453, 0.5453395843505859] Predicted: 1.2264649249550863 Movie Vector: [2.143373489379883, -0.8203983306884766] User Vector: [-0.12001991271972656, -0.2734661102294922] Predicted: -0.03289635878900299 Movie Vector: [0.6494235992431641, -0.6230258941650391] User Vector: [-1.6686553933908537, -1.3264711960707296] Predicted: -0.25723828845627095 Movie Vector: [-0.4278901540499932, -0.9009230672280424] User Vector: [-2.2378063201904297, -0.8822536468505859] Predicted: 1.7523779526740875 Movie Vector: [-0.14952298717020093, 0.31308532347912443] User Vector: [0.7048355444137184, 0.055620227647405505] Predicted: -0.08797523909950353 Movie Vector: [-0.3647277131253944, 0.07559482676728604] User Vector: [0.6059194598287428, 1.3633581238413046] Predicted: -0.11793279772795615 Movie Vector: [0.40666060141255034, 0.7143507874712136] User Vector: [-0.2709435496210574, 0.28421256336287537] Predicted: 0.09284540160973184 Movie Vector: [0.482661236255683, 1.8974318286298748] User Vector: [0.6094705470880011, 0.08076042588429802] Predicted: 0.4474052102854932 Movie Vector: [1.1766338348388672, -0.9129238128662109] User Vector: [0.0020503997802734375, -0.13627052307128906] Predicted: 0.12681717525993008 Movie Vector: [-0.2105426788330078, -0.017786026000976562] User Vector: [-0.8578476616644937, 0.5894273768100097] Predicted: 0.170129974067844 Movie Vector: [-1.32759786020064, -0.22663605872435325] User Vector: [-0.5499713479770395, 1.2270385418235747] Predicted: 0.45204960572420677 Movie Vector: [0.8833408355712891, -0.5977153778076172] User Vector: [-0.38748567493584585, -0.8929152497442683] Predicted: 0.19142725598134314 Movie Vector: [-0.30660630850053566, -0.7994855708001339] User Vector: [-0.30150413513183594, -0.6412792205810547] Predicted: 0.6051365535789284 Movie Vector: [1.4205074310302734, -0.7016277313232422] User Vector: [-1.7563152313232422, -0.7082653045654297] Predicted: -1.9979202585091116 Movie Vector: [-0.8737118972105908, 0.2597616992460631] User Vector: [1.0048554982620967, -0.2477916748106302] Predicted: -0.9423209903169073 Movie Vector: [1.0993099212646484, -1.1783695220947266] User Vector: [0.12169580713241802, -1.1785102175721098] Predicted: 1.5225019300211757 Movie Vector: [0.5128765106201172, -0.33265113830566406] User Vector: [0.20935361305035563, 0.44642520247114115] Predicted: -0.04113130122338103 Movie Vector: [0.4786862226651793, -0.4647939802629975] User Vector: [2.6443651900390024, -0.12213796695201429] Predicted: 1.3225901759679162 Movie Vector: [0.10101669791908821, -1.1419439861246072] User Vector: [0.41071843418082443, -0.9212720117065009] Predicted: 1.0935304533486025 Movie Vector: [-0.2253958006081527, 2.321224510909325] User Vector: [0.19683819978230988, 0.36152634814513107] Predicted: 0.794817317023815 Movie Vector: [0.27916908264160156, 0.9822177886962891] User Vector: [-0.5603694808091615, -0.17402400626092562] Predicted: -0.3273673085075197 Movie Vector: [-0.3293846572073704, -0.5895452387192085] User Vector: [-0.4206562042236328, 0.4436779022216797] Predicted: -0.12301049514936291 Movie Vector: [0.11777036679658508, -1.1795237121503468] User Vector: [0.34575759989507204, -1.1291285164672837] Predicted: 1.372553858600654 Movie Vector: [-0.05988121032714844, -0.7816982269287109] User Vector: [-0.1794633186995827, -0.6633357221135047] Predicted: 0.5292748385676604 Movie Vector: [-0.7265686859185734, -0.8238822183201888] User Vector: [-0.13721050217820097, 1.2072622774933404] Predicted: -0.8949490690136536 Movie Vector: [0.9972858428955078, -0.4691600799560547] User Vector: [0.4448620478780957, -0.1253652445722172] Predicted: 0.5024709905575402 Movie Vector: [-0.27971298607922046, 0.26688348218910063] User Vector: [-0.36086082458496094, 1.0596561431884766] Predicted: 0.383742180220882 Movie Vector: [0.09686470031738281, 0.2284526824951172] User Vector: [-0.5544983139908957, -0.007217221930856305] Predicted: -0.055360106721488854 Movie Vector: [1.2858906134431132, -0.1773732751955777] User Vector: [-0.7706189518334234, 0.36053126265600544] Predicted: -1.0548802875716625 Movie Vector: [0.022422375245274823, 2.0541285441882025] User Vector: [1.1481380462646484, 1.1086368560791016] Predicted: 2.303026593317873 Movie Vector: [0.6386852264404297, 1.161336898803711] User Vector: [0.6034755706787109, -0.7468318939208984] Predicted: -0.4818925041035982 Movie Vector: [0.32383249638711786, 0.025311668244249325] User Vector: [0.03272056579589844, 1.0999584197998047] Predicted: 0.038437765109326116 Movie Vector: [-0.12784309621102471, -0.8669504138599073] User Vector: [-0.3958415985107422, -0.41131019592285156] Predicted: 0.40719116014285034 Movie Vector: [1.157522201538086, -0.1658344268798828] User Vector: [1.2124956783763416, 0.6458717744734502] Predicted: 1.2963828914319004 Movie Vector: [-0.5659389495849609, -0.16617774963378906] User Vector: [-1.4626598358154297, -0.5480670928955078] Predicted: 0.918852727227204 Movie Vector: [0.02637792062440103, 1.578337368330507] User Vector: [0.1275649807053928, -1.0032455064869608] Predicted: -1.580094973562536 Movie Vector: [1.301339079961508, 1.138574157214401] User Vector: [-0.8067787945595283, -0.37355218249417] Predicted: -1.475209635603451 Movie Vector: [-1.2875911548971857, -0.5201147068170217] User Vector: [0.11929445658194276, 0.030154782347743825] Predicted: -0.16928643290310375 Movie Vector: [0.4805236416073769, -0.880038144383001] User Vector: [0.6593191140073774, -0.14067494223561508] Predicted: 0.44061773677039084 Movie Vector: [-0.6835291082267799, -1.3325051818851674] User Vector: [-0.6564617156982422, -0.7857608795166016] Predicted: 1.4957411347947596 Movie Vector: [1.1793231964111328, -0.9851169586181641] User Vector: [-0.3152524424432812, -0.318952409665384] Predicted: -0.05757909034512926 Movie Vector: [-2.106418600993384, 0.31752048462094157] User Vector: [-1.188103426163702, 1.5569799796709953] Predicted: 2.9970161944654294 Movie Vector: [0.05713850071040982, 0.29068178395051436] User Vector: [1.457815170288086, -2.987489700317383] Predicted: -0.7851114624788924 Movie Vector: [0.5389818363879655, -0.20609064570692523] User Vector: [1.0238933563232422, 2.067232131958008] Predicted: 0.1258227165552091 Movie Vector: [0.474638234472886, -0.3533337230602695] User Vector: [0.9037494659423828, -1.2005138397216797] Predicted: 0.853136075494947 Movie Vector: [-2.133474349975586, 0.7158374786376953] User Vector: [-1.5976428985595703, -0.2919292449951172] Predicted: 3.1995562498195795 Movie Vector: [-1.1511898040771484, 0.10682106018066406] User Vector: [-1.126413345336914, 0.6695842742919922] Predicted: 1.3682412603884586 Movie Vector: [1.1619141349633795, -0.45433552565096835] User Vector: [0.29507497196244153, -0.4932918194281893] Predicted: 0.5669717788763127 Movie Vector: [0.7732727874569829, -0.08435354992436897] User Vector: [0.6347265010874206, 1.5376175898020659] Predicted: 0.361113228642731 Movie Vector: [-0.567864039516947, -0.024423396993706784] User Vector: [1.1305398992377365, 0.07496571160164917] Predicted: -0.643823871351586 Movie Vector: [-0.0023555755615234375, 0.8633327484130859] User Vector: [0.48136135293578186, 0.2074923818341056] Predicted: 0.17800108524437847 Movie Vector: [0.435368037930469, -2.195464321053539] User Vector: [0.1546279048479421, -0.12722850745067435] Predicted: 0.3466456962717977 Movie Vector: [-1.1888280767698036, 0.24779385987847102] User Vector: [-2.094970136638006, -1.2913575861434174] Predicted: 2.1705688376757104 Movie Vector: [-0.8996677398681641, 0.9718418121337891] User Vector: [-1.4256954193115234, -0.8753681182861328] Predicted: 0.43193283727305243 Movie Vector: [-1.089452631009806, 0.1919667690459842] User Vector: [1.9587420354985117, -0.5158353288999908] Predicted: -2.2329799054920603 Movie Vector: [-0.8688621188887916, 0.6874102099643647] User Vector: [-0.26098453011298967, -0.8140255738519382] Predicted: -0.33280991880675553 Movie Vector: [-0.09119987487792969, -0.5002307891845703] User Vector: [-0.5359829893143473, 0.3281660297850397] Predicted: -0.11527717050077042 Movie Vector: [-0.49736670349184076, -1.1519253656154054] User Vector: [1.3533230356195018, 0.6256958987568586] Predicted: -1.3938527939251966 Movie Vector: [1.2417888641357422, -1.046609878540039] User Vector: [1.259923039965336, -1.2345032236478408] Predicted: 2.856601669656359 Movie Vector: [-0.7437014677522251, 0.6666045946500969] User Vector: [-2.7234935760498047, 0.6212711334228516] Predicted: 2.4396083619851425 Movie Vector: [-0.2605027880290396, -1.2248083940671632] User Vector: [0.7261371612548828, 0.35958290100097656] Predicted: -0.6295809105074072 Movie Vector: [-0.5425357818603516, -0.5542469024658203] User Vector: [-0.27704453619946556, -0.5415289986168459] Predicted: 0.4504473441359199 Movie Vector: [1.894275377729476, 0.7206862643894995] User Vector: [-0.8621800076531845, 0.19075792723523788] Predicted: -1.495729741686191 Movie Vector: [-0.3838602486312346, -1.404056628930032] User Vector: [-0.4786532287829321, 0.802814257712473] Predicted: -0.9434607329319812 Movie Vector: [-1.3459476073637264, -0.33055676511958] User Vector: [-0.19476592847141105, -0.045399301006324055] Predicted: 0.27715178150141095 Movie Vector: [0.3186139560105732, -0.07826821747981204] User Vector: [1.2851114888294717, 0.14200472440882753] Predicted: 0.3983399987174046 Movie Vector: [-0.35704612731933594, 0.08381843566894531] User Vector: [-0.3501415252685547, 0.09741783142089844] Predicted: 0.1331820858467836 Movie Vector: [1.5009316449259906, -0.9092296062153324] User Vector: [0.8105380890537888, -0.19001951837074094] Predicted: 1.389333639140128 Movie Vector: [1.629934310913086, 0.08833885192871094] User Vector: [-0.3667736053466797, 0.7954692840576172] Predicted: -0.5275460403936449 Movie Vector: [0.1617647752541827, 2.1886769295212885] User Vector: [0.6663417816162109, 0.47715187072753906] Predicted: 1.152121919884907 Movie Vector: [0.32819317602556036, 0.1719034574655599] User Vector: [-0.45264722184080286, 0.9135748646957317] Predicted: 0.008490948539747856 Movie Vector: [-0.4337295044643029, 0.10515360378921872] User Vector: [0.23618317756082557, -0.5011865067371004] Predicted: -0.155141179920197 Movie Vector: [-2.3572092299541914, -0.26210579160939984] User Vector: [-2.627102466344465, -0.5288950772489799] Predicted: 6.331256644603252 Movie Vector: [-1.3105487823486328, -0.7906246185302734] User Vector: [-2.192839697500999, -1.2709581047341743] Predicted: 3.8786741621690943 Movie Vector: [0.07388130559873432, -0.8291546707873796] User Vector: [1.2450162317643778, -1.371569856251434] Predicted: 1.22922697731642 Movie Vector: [-0.9568194009237994, -0.798710607004608] User Vector: [1.219712298807183, -0.06942087836938579] Predicted: -1.1115971991428737 Movie Vector: [0.5301952362060547, 0.5741214752197266] User Vector: [1.3224131221636122, 0.1328414963233264] Predicted: 0.7774042935070666 Movie Vector: [-0.28038978576660156, 0.2044391632080078] User Vector: [0.2262028211264963, -0.48816491362079417] Predicted: -0.16322498700360377 Movie Vector: [-0.3476058058364586, -0.7806400904304123] User Vector: [0.7933521270751953, -0.5957698822021484] Predicted: 0.18930804927395944 Movie Vector: [-0.46794617195788374, 1.9923582741890284] User Vector: [-0.518569067248415, -0.026955035063509547]
avg loss: 15.409666980617855: 1%|▌ | 912/70000 [00:01<01:52, 612.80it/s]
Predicted: 0.18895832277482755 Movie Vector: [0.9520537335133461, -1.914349307913289] User Vector: [0.959466152896562, 0.32526263400343214] Predicted: 0.29079703475033514 Movie Vector: [1.0662562978665502, 1.0297268660974883] User Vector: [-0.9885165775168173, 2.059651754481366] Predicted: 1.0668667200714959 Movie Vector: [0.2060959822033779, -0.008814722917295195] User Vector: [1.7946147918701172, 0.2338695526123047] Predicted: 0.36780140290211316 Movie Vector: [-0.19417762756347656, -2.040891647338867] User Vector: [1.0290066645360765, 0.703017134888474] Predicted: -1.6345918713966097 Movie Vector: [-0.8576679229736328, -0.5030727386474609] User Vector: [-0.6454753875732422, 1.3385868072509766] Predicted: -0.11980299605056643 Movie Vector: [1.0759798658695676, 0.4058697847675367] User Vector: [0.16013145446777344, -0.4751110076904297] Predicted: -0.020534981532268515 Movie Vector: [-1.2178886743813753, 0.09040335037332373] User Vector: [1.1139965057373047, 0.43374061584472656] Predicted: -1.3175121227725382 Movie Vector: [0.3672537867378952, -0.5666450360350118] User Vector: [0.005352950206538976, -0.2978590343055101] Predicted: 0.1707462344609704 Movie Vector: [0.8538339762605391, -0.2923145562859075] User Vector: [0.2012461151333221, -0.5331989016718619] Predicted: 0.3276925710456142 Movie Vector: [1.418619155883789, 1.265268325805664] User Vector: [-0.358306101466484, -0.23908835034868442] Predicted: -0.8108108159757128 Movie Vector: [-0.01445747327974816, -0.5079323293524367] User Vector: [0.020494461059570312, -1.349477767944336] Predicted: 0.685147087958142 Movie Vector: [1.124258041381836, 0.5983257293701172] User Vector: [-0.7210681048524016, 0.881394958390989] Predicted: -0.28330533392184065 Movie Vector: [-0.00968705125217878, -1.2171810155600884] User Vector: [-0.9830198196613651, 0.9036045568270833] Predicted: -1.0903277487685457 Movie Vector: [-0.1837175646316887, -0.7114282786910446] User Vector: [-0.8656036040959756, -0.5105985816105463] Predicted: 0.5222808560982048 Movie Vector: [-0.7800769805908203, 2.578611373901367] User Vector: [-0.656448545399181, 0.2384117901458498] Predicted: 1.1268517529505033 Movie Vector: [0.7007166899832639, -0.6531376183598497] User Vector: [-0.19762635301328502, 0.3506190873214293] Predicted: -0.3674825995815556 Movie Vector: [1.4374731821554858, 1.1364705825960923] User Vector: [0.5970478057861328, 1.6629314422607422] Predicted: 2.7481128742857686 Movie Vector: [-0.5195894059553087, 0.9068171924362283] User Vector: [1.3993003422946408, 0.216098759370508] Predicted: -0.5310995633446165 Movie Vector: [1.112157416465527, 0.2985307702275985] User Vector: [-0.1354003671921284, 0.5709281086083147] Predicted: 0.019853085442544965 Movie Vector: [-0.21737053035576664, 0.24085282232022437] User Vector: [-0.6260395050048828, 2.6958560943603516] Predicted: 0.7853870881224407 Movie Vector: [2.2326936167334037, -0.41017295106158447] User Vector: [0.33798356737033913, 1.9239209167106592] Predicted: -0.03452656658777942 Movie Vector: [1.4577198028564453, 0.15639305114746094] User Vector: [0.25977134704589844, -1.7786693572998047] Predicted: 0.10050230903289048 Movie Vector: [-1.6488657907165523, -1.7640144453423272] User Vector: [1.4459870557421668, 0.5021663676197065] Predicted: -3.270067316478455 Movie Vector: [0.20637884400549072, -1.1359514842024774] User Vector: [0.13556602023736164, -0.47679283144711376] Predicted: 0.5695914830824622 Movie Vector: [0.2688654021580963, 1.2405077064164742] User Vector: [-2.1999948518076513, -1.275274648475556] Predicted: -2.173490529808493 Movie Vector: [0.2998828887939453, -2.264547348022461] User Vector: [-0.9852387816220369, 0.6247912933819924] Predicted: -1.7103257184803577 Movie Vector: [0.13250435996977974, -0.4578771186288323] User Vector: [-1.9855916119672752, -0.6879288169456831] Predicted: 0.05188731881974373 Movie Vector: [1.112202194985474, -1.8600583772194188] User Vector: [-0.4857158660888672, 0.4243183135986328] Predicted: -1.329471086220062 Movie Vector: [-0.028009414672851562, -0.8891201019287109] User Vector: [0.7061672210693359, 0.7611560821533203] Predicted: -0.6965385038711247 Movie Vector: [-1.035405505227692, -0.35178700580673994] User Vector: [-2.173166275024414, 1.1773967742919922] Predicted: 1.835915439060741 Movie Vector: [-2.7686595916748047, -0.9899044036865234] User Vector: [0.6378009426728716, 0.10628988178093723] Predicted: -1.871070519552748 Movie Vector: [-0.06853683226604021, -1.0660885316442457] User Vector: [-0.7113552093505859, -0.4459857940673828] Predicted: 0.5242143729963241 Movie Vector: [0.06179573900598967, 0.18388266931046177] User Vector: [0.618652770980738, 0.2991894583106519] Predicted: 0.09324586139457178 Movie Vector: [-1.7440982633034217, -0.15219946953447708] User Vector: [0.9885096320920019, 0.2773756421263662] Predicted: -1.7662743581837828 Movie Vector: [0.4600917847180634, 0.2569661324343233] User Vector: [-0.32097816467285156, 0.5664157867431641] Predicted: -0.0021297425707254014 Movie Vector: [-1.615438461303711, -0.6419277191162109] User Vector: [1.156175212432157, -1.1470620294889085] Predicted: -1.131398993894268 Movie Vector: [0.6922817230224609, 0.2257823944091797] User Vector: [1.190344765882342, 0.2801062161227317] Predicted: 0.8872969776808811 Movie Vector: [-0.2954387664794922, -0.5353641510009766] User Vector: [-1.6507933561399888, 0.41039123725748144] Predicted: 0.2679995965379474 Movie Vector: [-0.6087507860288494, 1.9372544800972433] User Vector: [-0.5946026814188928, -1.223302064575683] Predicted: -2.007882555422836 Movie Vector: [0.5858325958251953, -0.7461643218994141] User Vector: [-1.434088545734791, 1.5653600044729912] Predicted: -2.008151601657045 Movie Vector: [0.907351954948823, 0.4338999527578094] User Vector: [-0.7573060018198491, 0.5718047638394472] Predicted: -0.4390370212290905 Movie Vector: [1.8742847442626953, -1.3199901580810547] User Vector: [0.13582407036924996, 1.5726046603577357] Predicted: -1.8212496912278628 Movie Vector: [-0.010519027709960938, -1.925039291381836] User Vector: [-1.1662877791399922, 0.38865730102204243] Predicted: -0.7359123618832871 Movie Vector: [-0.35971641540527344, -0.8195018768310547] User Vector: [0.6840579967211187, 0.09912621534571027] Predicted: -0.32730101002880196 Movie Vector: [0.5166152350962566, -0.9581763540254473] User Vector: [0.6144313447178834, 0.24473154282265533] Predicted: 0.08292861618510391 Movie Vector: [-1.0297631409264862, 0.38185923970964286] User Vector: [0.17367316182731166, -0.4498642331542583] Predicted: -0.35062703466277295 Movie Vector: [0.1846715594070724, 0.7819882580639206] User Vector: [0.04483222961425781, 1.900186538696289] Predicted: 1.4942027991461826 Movie Vector: [-0.7161389985871074, 2.049016463443184] User Vector: [-0.043797605524161426, -0.5819550162717322] Predicted: -1.1610702359635392 Movie Vector: [1.6159343719482422, 0.2421283721923828] User Vector: [0.743866503534914, 0.7208174240196144] Predicted: 1.3765698007288019 Movie Vector: [-0.6762588922583683, -0.8146789275391826] User Vector: [-0.6150913238525391, -1.5967273712158203] Predicted: 1.716781119660814 Movie Vector: [-1.0297298431396484, -1.8545818328857422] User Vector: [0.3700024805290683, -0.5225902227834499] Predicted: 0.5881837369814206 Movie Vector: [0.06299851183675798, -1.4402985186187818] User Vector: [1.1183773768106744, 0.005730678178829385] Predicted: 0.062202223119320665 Movie Vector: [0.47394752502441406, -0.7871150970458984] User Vector: [-0.37300778444036964, -0.2763512122725521] Predicted: 0.040734095016308175 Movie Vector: [1.9098647065091192, -0.9080365603721612] User Vector: [0.5494895239025666, -0.7403326298481303] Predicted: 1.7216997430365835 Movie Vector: [-0.9450527809259051, 0.849326631226779] User Vector: [-1.0840511322021484, 0.9967327117919922] Predicted: 1.8710371734933413 Movie Vector: [0.9134578704833984, 1.020212173461914] User Vector: [-1.249336381721705, 1.3300445335301487] Predicted: 0.215711473588988 Movie Vector: [0.46906799810600946, -0.06164305696286982] User Vector: [1.5892505645751953, -0.13335227966308594] Predicted: 0.7536868229855324 Movie Vector: [-0.35124778747558594, 1.6045093536376953] User Vector: [0.7586249295754517, 0.7784094496153947] Predicted: 0.9824999148306715 Movie Vector: [2.649660969678224, -0.319566370150435] User Vector: [-0.9254734349675955, 0.36307836931307746] Predicted: -2.568218475669195 Movie Vector: [1.095571517944336, -1.6984272003173828] User Vector: [0.6029812335346848, -1.4608144953940574] Predicted: 3.141696138910722 Movie Vector: [-0.33326148986816406, 0.2270030975341797] User Vector: [-0.5663394927978516, -0.43534278869628906] Predicted: 0.0899149816177669 Movie Vector: [0.8912977626708913, 1.394266684825109] User Vector: [-1.0020711283700234, 0.8709863012992468] Predicted: 0.3212434280872869 Movie Vector: [0.7725429534912109, -0.43404579162597656] User Vector: [-0.6168872384239374, 0.6389536738864119] Predicted: -0.7539070423374192 Movie Vector: [0.08723264574404499, -0.6094316969532863] User Vector: [-0.42758884382059426, -0.041789396580200366] Predicted: -0.011831923264582316 Movie Vector: [0.8716566790498499, -0.10484474268637614] User Vector: [-0.38811781602634815, -0.6549998946371475] Predicted: -0.269632191184772 Movie Vector: [2.3344726379613983, -0.19591283112663654] User Vector: [-1.6106338390050674, -0.6755933781643292] Predicted: -3.627623215525472 Movie Vector: [-0.04530942509465968, 1.0583894655235828] User Vector: [-0.6376051625870898, 1.171706054420888] Predicted: 1.2690108680434777 Movie Vector: [0.1753520965576172, 0.9884357452392578] User Vector: [0.0819338044000204, 0.5024906983769136] Predicted: 0.511047032306465 Movie Vector: [0.6149746395729225, -1.1732878928754011] User Vector: [0.5781849463379521, -2.2676527393707775] Predicted: 3.0161785833301424 Movie Vector: [0.9367847442626953, 0.13480186462402344] User Vector: [0.8507101626309105, -0.2518364404450869] Predicted: 0.7629842803895989 Movie Vector: [1.577596664428711, -1.0192012786865234] User Vector: [0.6593516484318851, -0.7925660814286463] Predicted: 1.8479753248873574 Movie Vector: [0.8186951006184693, 0.7278130450133393] User Vector: [0.33616065979003906, 1.0340595245361328] Predicted: 1.0278150964684656 Movie Vector: [0.14572102423022715, 0.2715661653813378] User Vector: [-0.5208683013916016, -0.03750801086425781] Predicted: -0.08608736904933088 Movie Vector: [-0.477717944410435, 1.9103240293486599] User Vector: [0.6932735443115234, 0.23171424865722656] Predicted: 0.11146008464973273 Movie Vector: [0.11052131652832031, 0.08259773254394531] User Vector: [0.04536628723144531, -0.5674076080322266] Predicted: -0.04185264006082434 Movie Vector: [0.21167122267385208, 1.1496015328144327] User Vector: [-1.4491345065416454, -0.7018397823448987] Predicted: -1.1135761623923828 Movie Vector: [0.3974470816329712, -0.16803219887738352] User Vector: [-0.30694007873535156, -0.3176593780517578] Predicted: -0.06861543474150095 Movie Vector: [-0.01796905255512868, 2.1916590775937133] User Vector: [0.7486647507301687, -0.3923771792003516] Predicted: -0.8734098028871085 Movie Vector: [1.78587582349266, -0.2513060660533943] User Vector: [0.06173133850097656, 0.2547740936279297] Predicted: 0.04621822977878151 Movie Vector: [0.47596549318178816, -0.5106879780164278] User Vector: [-1.0933971405029297, 1.4247798919677734] Predicted: -1.2480372713705206 Movie Vector: [0.9714490762544116, -0.6317508870648745] User Vector: [0.20445823669433594, -0.5500507354736328] Predicted: 0.5461158052354727 Movie Vector: [-0.6298542022705078, 0.0004673004150390625] User Vector: [1.1508593110034504, 1.357933708670303] Predicted: -0.7242390102720074 Movie Vector: [-0.5936527252197266, 1.9629955291748047] User Vector: [-0.9458255767822266, -1.1551380157470703] Predicted: -1.7060388292520656 Movie Vector: [2.532949447631836, 0.3303241729736328] User Vector: [0.2238033686187459, -0.4521256506603689] Predicted: 0.41753458728644455 Movie Vector: [1.0177211374166097, 0.7285507239380801] User Vector: [-1.0809679139731245, -1.1910977018612643] Predicted: -1.9678989878915958 Movie Vector: [-1.7893914582594834, -1.852545883837108] User Vector: [0.9450122615772192, -0.2382665153862339] Predicted: -1.2495972164817741 Movie Vector: [0.6738681581438588, -1.785282893738536] User Vector: [0.30399204055488044, -0.21919864702982766] Predicted: 0.5961821513320932 Movie Vector: [0.30588748523901577, -0.11114671909734708] User Vector: [0.5881214141845703, -1.555490493774414] Predicted: 0.3527866453702703 Movie Vector: [0.29965143895804364, -0.8811283867133727] User Vector: [-0.5728054046630859, -0.5892467498779297] Predicted: 0.34756007434580016 Movie Vector: [-1.7615562498658799, -0.032557309205409446] User Vector: [0.7447240756709846, 0.08826119829957585] Predicted: -1.3147468970476928 Movie Vector: [0.5550182139567121, -0.6980719610955919] User Vector: [-0.807348400730362, -1.0144611983648686] Predicted: 0.26007385078377465 Movie Vector: [0.2291158880486501, -1.0001685648266156] User Vector: [-1.4368340023123398, -0.8660658799194796] Predicted: 0.537010369746078 Movie Vector: [-1.0063797300164803, -0.19467420506678185] User Vector: [-0.6290604006019297, -1.5585204262763268] Predicted: 0.9364773611875149 Movie Vector: [1.7091552524114015, -0.4582072612433996] User Vector: [-0.8492777809300681, -0.7777757856172426] Predicted: -1.0951650674438154 Movie Vector: [-1.3633251190185547, 0.9065151214599609] User Vector: [0.018407311959372535, -0.3922881780139477] Predicted: -0.3807103161074438 Movie Vector: [-0.6857967376708984, -0.47318458557128906] User Vector: [0.4026939543322147, 0.08193975360041403] Predicted: -0.31493882851005206 Movie Vector: [1.9399656978137214, -0.9530046084813113] User Vector: [-0.19916698165121532, 1.1370076095771169] Predicted: -1.4699506043457644 Movie Vector: [0.17868995666503906, -1.478586196899414] User Vector: [0.25610546611386076, -0.5416356257563563] Predicted: 0.8466184346338905 Movie Vector: [-0.29404640197753906, -0.8134746551513672] User Vector: [0.8561541174465345, 0.32777667310074887] Predicted: -0.5183870538907029 Movie Vector: [0.4517650604248047, -0.016603469848632812] User Vector: [0.21190627438879425, -0.8073273834176771] Predicted: 0.10913628672219991 Movie Vector: [0.34125013024821715, -0.22619172206131305] User Vector: [0.07068130636291521, 0.5837367258879825] Predicted: -0.10791641025657647 Movie Vector: [1.7940811640968592, -0.2174414477556677] User Vector: [0.023412704467773438, 0.13747215270996094] Predicted: 0.012112148174856563 Movie Vector: [-0.7271868901445075, -1.664798985590579] User Vector: [-0.7254966671915528, -0.25272402284162065] Predicted: 0.9483063620863303 Movie Vector: [-0.5467328109431778, 0.17417620685883348] User Vector: [-1.058950424194336, 2.0243358612060547] Predicted: 0.9315540837824204 Movie Vector: [1.9031579971664252, -0.06440169468587116] User Vector: [-0.420250067823403, -0.10077687089253787] Predicted: -0.7933120761172233 Movie Vector: [-1.6492670203841295, 1.1175579973826004] User Vector: [-1.4981746673583984, 1.5405941009521484] Predicted: 4.1925933278887015 Movie Vector: [-1.9099140167236328, 0.34949302673339844] User Vector: [-1.0974453207118928, 0.8005844912880997] Predicted: 2.3758248976315026 Movie Vector: [0.3945446014404297, -0.19791603088378906] User Vector: [0.9863182912518815, 0.06876285080788311] Predicted: 0.37553728661122887 Movie Vector: [-0.5685250575863464, 0.534516260534919] User Vector: [-0.18899801627397714, -0.254378251986729] Predicted: -0.028519203927487594 Movie Vector: [0.5476351827196976, 0.06174846018167024] User Vector: [-0.8514713057537207, 0.37785084853003414] Predicted: -0.44296393603195117 Movie Vector: [0.8907985687255859, -1.7957401275634766] User Vector: [-0.1834264148222149, -0.7150705684081042] Predicted: 1.1206849259399623 Movie Vector: [0.9618626431148254, 0.5696608883849252] User Vector: [1.764078140258789, 1.3881587982177734] Predicted: 2.4875806368624915 Movie Vector: [0.18718872182655777, 2.206882427064699] User Vector: [-0.9014777895563268, 0.3393411630564407] Predicted: 0.5801395743468761 Movie Vector: [-0.09938507369268124, 1.2312590208960779] User Vector: [1.242666244506836, 1.5297412872314453] Predicted: 1.7600052832551758 Movie Vector: [-1.3612952411144992, 0.14148361843771218] User Vector: [0.13886860282948826, 0.7195832053599853] Predicted: -0.08723193251066379 Movie Vector: [-0.05600929260253906, -0.1288127899169922] User Vector: [0.07196591335331859, 1.432449748734943] Predicted: -0.18854860844885746 Movie Vector: [-0.30959129333496094, 1.6661357879638672] User Vector: [0.20138639989958257, -0.4706342385104253] Predicted: -0.8464880238283254 Movie Vector: [-1.2185192108154297, 0.8590984344482422] User Vector: [0.5958815888349865, 0.9015236070217704] Predicted: 0.048404356043883046 Movie Vector: [1.3062000274658203, 1.6132068634033203] User Vector: [0.5671596527099609, -0.04475593566894531] Predicted: 0.668623371348076 Movie Vector: [0.4526004280680717, -1.1502907011355394] User Vector: [-0.40846654328894505, 0.9367161484000808] Predicted: -1.262368007452173 Movie Vector: [-0.4752063751220703, 1.3906002044677734] User Vector: [-1.1207103729248047, -1.354665756225586] Predicted: -1.3512297637134907 Movie Vector: [-0.7579517364501953, 1.0213756561279297] User Vector: [1.227865219116211, 1.225728988647461] Predicted: 0.32126717505889246 Movie Vector: [-0.5192470550537109, 0.5586719512939453] User Vector: [0.7961471217847348, 1.5200087942933127] Predicted: 0.4357892307155904 Movie Vector: [-0.4353107266956029, 0.8418369961378913] User Vector: [0.9974053189084587, 0.06320124763278591] Predicted: -0.3809760857247492 Movie Vector: [0.19019021228031951, -0.47177058059734317] User Vector: [-1.1568164825439453, -1.4201831817626953] Predicted: 0.4499854718303634 Movie Vector: [1.1452760715772814, -0.11158727524570558] User Vector: [-1.0626472981370743, -0.6532823601443296] Predicted: -1.1441265245480512 Movie Vector: [-0.13858281123230695, -1.0104318627954088] User Vector: [-2.161598970468267, -1.0981213728445347] Predicted: 1.4091372864231078 Movie Vector: [-0.09167475908614947, -0.055164861993290674] User Vector: [0.27835126270126453, 0.9024276435423177] Predicted: -0.0753000813644064 Movie Vector: [-0.7203578948974609, 0.4907703399658203] User Vector: [-1.086587905883789, -0.9666728973388672] Predicted: 0.30831779004074633 Movie Vector: [-0.9969043731689453, -2.252473831176758] User Vector: [-0.07659381488973616, -1.1012306331557289] Predicted: 2.5568498922947622
avg loss: 15.31310717410443: 2%|▋ | 1056/70000 [00:01<01:44, 660.19it/s]
Movie Vector: [1.8026473019330176, 0.7358521707344889] User Vector: [0.9884357452392578, 1.7670726776123047] Predicted: 3.0821052949563197 Movie Vector: [0.15865104302325633, -1.3130263085184637] User Vector: [0.1395632447850818, -0.49879437515937763] Predicted: 0.6770719914781546 Movie Vector: [-0.011034011840820312, 0.2675914764404297] User Vector: [1.774093772732709, -0.29803592814353863] Predicted: -0.0993272457392816 Movie Vector: [-0.3191822447564621, -0.7913356094862691] User Vector: [0.8095985100182933, 0.19898133180987398] Predicted: -0.41587048326328213 Movie Vector: [-3.076226146965142, 0.3386060694615313] User Vector: [-0.40141698426432637, -0.8268363798080699] Predicted: 0.9548776061752033 Movie Vector: [-0.6542285810807309, -0.9901568408878204] User Vector: [0.3919614052158744, 0.4716853780364312] Predicted: -0.7234748577823209 Movie Vector: [1.5230296915810295, 1.8786982341511589] User Vector: [1.1226973578057464, -0.19956187750603147] Predicted: 1.3349848637232515 Movie Vector: [-0.5148236416637574, -0.10362797369709625] User Vector: [-1.1748270815872504, -0.7223410505297749] Predicted: 0.6796834958525848 Movie Vector: [0.7758516365427741, -0.29098632850139955] User Vector: [0.7781505584716797, -1.7577648162841797] Predicted: 1.1152149145263968 Movie Vector: [1.7972291181834528, -0.19895763587858226] User Vector: [0.07226663832233633, 0.7265053532151539] Predicted: -0.014664080862686335 Movie Vector: [-0.9318256378173828, -2.326993942260742] User Vector: [0.7461724746152133, 0.04173173159702309] Predicted: -0.79241212870642 Movie Vector: [-0.2927684783935547, -0.29143333435058594] User Vector: [0.10409355163574219, 0.9636592864990234] Predicted: -0.31131774976529414 Movie Vector: [-0.17444753536250468, -0.3770456278442918] User Vector: [-0.27513241375052166, -0.45259561933749004] Predicted: 0.21864537092979544 Movie Vector: [0.26902198791503906, -1.4465045928955078] User Vector: [-0.4223737410840922, 0.6857808883657335] Predicted: -1.1056130282105494 Movie Vector: [1.0027027130126953, 0.1713848114013672] User Vector: [-0.3982419841625187, -0.6639046516606212] Predicted: -0.5131014914686622 Movie Vector: [0.798780566303938, 1.051321546451579] User Vector: [0.6383250756375732, -1.5737324046940946] Predicted: -1.144617120000173 Movie Vector: [-0.7615219004590893, -1.6767594567042505] User Vector: [-0.022134780883789062, 0.6226634979248047] Predicted: -1.0272007880850953 Movie Vector: [-0.053154144348660684, 0.0697207492592124] User Vector: [-0.8534508025893708, -1.0282262136776787] Predicted: -0.02632425487025506 Movie Vector: [-0.7118320465087891, 1.2097835540771484] User Vector: [-0.46790122985839844, -0.013036727905273438] Predicted: 0.31729547099530464 Movie Vector: [1.7935992064854571, -0.09067412852694823] User Vector: [-0.5286884307861328, 2.2854137420654297] Predicted: -1.1554830493213437 Movie Vector: [0.03776448651038555, 0.33545971958127063] User Vector: [1.1127792989778482, -0.24287308785730044] Predicted: -0.03945059912116207 Movie Vector: [0.21355628967285156, -0.8869457244873047] User Vector: [-1.2749161299984846, -0.7424878045572463] Predicted: 0.38628002536946776 Movie Vector: [1.567068099975586, -0.9134387969970703] User Vector: [-0.20578725929409225, -0.4859845129317223] Predicted: 0.12143445943038317 Movie Vector: [0.7251166377634922, -0.44493471547317204] User Vector: [-0.6431734422249819, 1.301776310168386] Predicted: -1.0455812360994372 Movie Vector: [2.1215922352753527, -0.8700270522973286] User Vector: [0.06411907808041205, -0.021417472383736424] Predicted: 0.1546683185540979 Movie Vector: [-0.3733280465021767, 0.8457645696584893] User Vector: [1.6577739376177254, -0.14235734972713673] Predicted: -0.7392943083027417 Movie Vector: [-1.191549301147461, 0.1296520233154297] User Vector: [0.6866042546850454, 0.7846628428202072] Predicted: -0.7163896946427624 Movie Vector: [-0.1403331756591797, -0.7747173309326172] User Vector: [0.461821193271055, 0.7696401464496256] Predicted: -0.6610623946744815 Movie Vector: [0.18517494201660156, 0.15999794006347656] User Vector: [-0.8938757818070964, 0.2505686830296201] Predicted: -0.12543292293701605 Movie Vector: [1.5206262494876324, 2.25905323345264] User Vector: [0.018055486770336183, -2.3321647334039968] Predicted: -5.241028634810264 Movie Vector: [0.14621570353267102, 2.105609411974225] User Vector: [0.5718179516155973, 0.0654439384555786] Predicted: 0.2214081368568136 Movie Vector: [-0.7029194233585323, -0.2175051247392091] User Vector: [0.20730018615722656, 0.9162998199462891] Predicted: -0.34501523395168654 Movie Vector: [0.7635605346007011, 0.2473318696669338] User Vector: [-1.181792820383779, 1.5298729126633028] Predicted: -0.5239840298776963 Movie Vector: [-0.2673351183627108, -0.7515305984384035] User Vector: [0.18492698669433594, 1.1357593536376953] Predicted: -0.9029953845977413 Movie Vector: [1.6071485558202312, 1.8637459245509482] User Vector: [-0.435050977559382, 2.199303172289113] Predicted: 3.3997507739130657 Movie Vector: [0.8636560243369812, 0.8661167698814074] User Vector: [1.6347882597191166, 0.9119607378705551] Predicted: 2.2017592175648946 Movie Vector: [0.29654502868652344, 0.6153774261474609] User Vector: [0.8904303458718974, 0.9623639965474259] Predicted: 0.8562697716722717 Movie Vector: [0.0641504565997981, 1.2812720861787248] User Vector: [-0.5233211565194626, 0.34010573531092747] Predicted: 0.40219669386412327 Movie Vector: [-0.1236675997223718, 1.2023857080447824] User Vector: [-0.14723777770996094, 0.5230617523193359] Predicted: 0.6471305179714764 Movie Vector: [-0.20659072963207353, -1.859699758687736] User Vector: [-1.5236759185791016, 1.229867935180664] Predicted: -1.9724077825311885 Movie Vector: [1.3755321502685547, -1.0238361358642578] User Vector: [0.6268046473658039, 1.2268250068508437] Predicted: -0.3938778300064022 Movie Vector: [-1.0781809242905196, 0.3923988281162627] User Vector: [-0.545539181155711, 0.013912641913472548] Predicted: 0.5936492429580055 Movie Vector: [0.1805591583251953, -1.144266128540039] User Vector: [0.2795412295052635, 0.4009015919621387] Predicted: -0.4082643834433943 Movie Vector: [-0.5400566423810882, 0.04728316326504031] User Vector: [0.5758087506744857, 0.6528904848292832] Predicted: -0.28009861315453755 Movie Vector: [-0.4921402913826838, 1.173923255072739] User Vector: [1.406694948660773, 0.8300405404815189] Predicted: 0.28211263120393804 Movie Vector: [0.3831195831298828, 0.43868064880371094] User Vector: [0.004019937788528619, -0.45363266138119407] Predicted: -0.19745975332350718 Movie Vector: [1.6702770625211607, 0.29478722703652693] User Vector: [0.5919551849365234, 1.3159465789794922] Predicted: 1.3766534103855153 Movie Vector: [-0.3694438934326172, -0.6605815887451172] User Vector: [-2.2737413653942395, -0.4896037025540285] Predicted: 1.163443054378675 Movie Vector: [0.8168427666019495, 2.089860763782278] User Vector: [1.6257953643798828, 0.9333896636962891] Predicted: 3.2786736188474985 Movie Vector: [0.24344570319549655, 2.116737278974538] User Vector: [-0.7471561431884766, 0.09863853454589844] Predicted: 0.0268999105413672 Movie Vector: [-0.6875064713453722, -0.34162957397185356] User Vector: [0.7054941886406093, 0.07583550985760262] Predicted: -0.5109394731115628 Movie Vector: [-0.09228378307786005, -0.4651260731644153] User Vector: [0.10489436358804416, 1.1756432672586636] Predicted: -0.5565023850376547 Movie Vector: [-0.5826663970947266, -0.9530735015869141] User Vector: [-0.16893154250527015, -0.10547504367949467] Predicted: 0.1989562024368491 Movie Vector: [0.19174433113610892, 1.0817633472446906] User Vector: [-0.7825946807861328, -0.9841442108154297] Predicted: -1.2146692292811974 Movie Vector: [-0.32915497289957774, 0.4923760810518103] User Vector: [2.7235798338426007, -0.19905367466466978] Predicted: -0.9944891146486499 Movie Vector: [1.0359353333523462, 0.595071170870337] User Vector: [0.4305146158466947, -0.13846699199432405] Predicted: 0.3635875870272469 Movie Vector: [-3.1312325201271634, 0.22530426053331526] User Vector: [0.07396617623635589, 2.0235536897762363] Predicted: 0.22430997130376198 Movie Vector: [0.3757190704345703, -0.0060176849365234375] User Vector: [0.4340356690726015, 1.0156306108798832] Predicted: 0.15696373309124065 Movie Vector: [0.790153802999238, 0.5223905515869651] User Vector: [-0.30905723571777344, 1.2456798553466797] Predicted: 0.40652863658849236 Movie Vector: [0.33095535955982697, -1.1703947820847933] User Vector: [1.3184664769380263, 0.3218921332370203] Predicted: 0.05961267380785118 Movie Vector: [1.0819238102985003, 0.6641374094339667] User Vector: [1.2933563324247244, 0.40099831368116134] Predicted: 1.6656309924862471 Movie Vector: [-0.8740520477294922, -0.2501392364501953] User Vector: [-0.539375631274198, -0.6035577379211718] Predicted: 0.6224158467278093 Movie Vector: [-1.956624984741211, -0.10426521301269531] User Vector: [-0.258821679268197, 0.6011308418488143] Predicted: 0.44373992897496306 Movie Vector: [-0.3728961944580078, 2.0468616485595703] User Vector: [0.40166034212468993, -1.0252074798780462] Predicted: -2.2482354854217785 Movie Vector: [-0.649066161781622, -0.48960036946297125] User Vector: [0.8939705502130719, 0.3029717022845786] Predicted: -0.7285810911479584 Movie Vector: [-0.3215973382680791, -0.5800161392249579] User Vector: [0.24868413482245605, 1.032685613365675] Predicted: -0.6789504783259184 Movie Vector: [0.10432466959803037, 0.9771813453493727] User Vector: [1.29761178873997, 0.2433939890294461] Predicted: 0.3732129867765512 Movie Vector: [-0.4788684844970703, -0.48241615295410156] User Vector: [0.7374316147094102, -0.15568343449683342] Predicted: -0.2780285562074785 Movie Vector: [1.3657018516227257, 1.608511430994779] User Vector: [-1.038351058959961, 1.6965961456298828] Predicted: 1.3109163301713125 Movie Vector: [0.3314495086669922, 1.1203670501708984] User Vector: [1.1090564727783203, 0.34407615661621094] Predicted: 0.753087811608566 Movie Vector: [-1.107620488669866, 0.22556727601569537] User Vector: [-0.4785348716582474, 1.2007533688427554] Predicted: 0.8008856949682095 Movie Vector: [0.02650784824115693, 0.26298155946806884] User Vector: [-0.05148887634277344, 0.4513072967529297] Predicted: 0.11732063737920204 Movie Vector: [0.6707690412586689, -0.6000059529562262] User Vector: [0.2034969911257918, -0.3372376390662646] Predicted: 0.3388440726371331 Movie Vector: [-1.0960102081298828, -0.3818035125732422] User Vector: [-0.9108255029169379, 1.535667092873795] Predicted: 0.41195095881964394 Movie Vector: [0.5187702178955078, 1.3396167755126953] User Vector: [-0.1175550547972187, 0.35737680843974196] Predicted: 0.4177639063731938 Movie Vector: [0.9670352935791016, -0.2318286895751953] User Vector: [0.9703534022542847, 0.11551630182130129] Predicted: 0.9115859943486472 Movie Vector: [-1.352071762084961, -1.5940570831298828] User Vector: [-0.5446640749120288, 0.280550325209573] Predicted: 0.28921168243597 Movie Vector: [-0.5976472174725068, 0.2715064091369618] User Vector: [1.952352523803711, 0.38779258728027344] Predicted: -1.0615298805143152 Movie Vector: [-2.0531134749470556, 0.24766544318237188] User Vector: [0.4211902618408203, -0.6900119781494141] Predicted: -1.0356435244713866 Movie Vector: [-2.5267509090800124, 1.426799290497515] User Vector: [-0.7480153909003797, -0.8243472252035424] Predicted: 0.7138705329193658 Movie Vector: [1.1768989376433312, -0.9305426685545157] User Vector: [-0.09367386415827872, -0.15524105349373535] Predicted: 0.03421375297445087 Movie Vector: [-0.19700519309008171, 2.3733686204824727] User Vector: [0.7458209991455078, -1.7985248565673828] Predicted: -4.415493067682065 Movie Vector: [1.0255008746571388, -0.8609211394571431] User Vector: [0.9776468456220221, 0.5595439436618149] Predicted: 0.5208544857375033 Movie Vector: [-0.8713612829483117, -0.3126352279451426] User Vector: [1.4891338348388672, 1.7430400848388672] Predicted: -1.8425093030480548 Movie Vector: [0.0062847137451171875, -0.06960868835449219] User Vector: [1.0590457916259766, 1.4197635650634766] Predicted: -0.09217207989422604 Movie Vector: [1.5552080136057143, 0.2504074232567534] User Vector: [-0.30481657354230196, -0.5167540646973763] Predicted: -0.6034522316511471 Movie Vector: [-0.7394563578272507, -0.9787344411713269] User Vector: [2.355661392211914, 0.45266151428222656] Predicted: -2.1849442075800742 Movie Vector: [0.017511682350029, 0.34183422819669396] User Vector: [0.48026084899902344, 1.046743392944336] Predicted: 0.36622289527994195 Movie Vector: [-0.5709146881566114, -0.8898971098105819] User Vector: [1.2936115264892578, 1.7179012298583984] Predicted: -2.2672971606324457 Movie Vector: [-0.6892330625069882, 1.7716747777949962] User Vector: [0.7154560089111328, 0.5429172515869141] Predicted: 0.46875686495546887 Movie Vector: [2.61511012733912, -0.7557907651560738] User Vector: [0.5966799776590511, 0.42347467505253683] Predicted: 1.240325603674488 Movie Vector: [-0.6917858123779297, 0.5568408966064453] User Vector: [-1.4724060622038562, 0.2531914947133487] Predicted: 1.15957700282119 Movie Vector: [0.3824275147290744, -0.8508263804999835] User Vector: [-0.12414257111055911, -2.041734975633114] Predicted: 1.6896864443162558 Movie Vector: [0.09114265441894531, -0.8458232879638672] User Vector: [1.1482672309745432, 0.07286477705960501] Predicted: 0.04302539810400277 Movie Vector: [-0.7472623248462208, 1.2087963908281163] User Vector: [1.1274051666259766, 0.09921073913574219] Predicted: -0.7225418224578933 Movie Vector: [1.4916140917987002, -0.07568309510435223] User Vector: [0.7219426630447076, -0.6800849967853898] Predicted: 1.1283307871589183 Movie Vector: [0.7219673644423015, 0.5933857248260308] User Vector: [0.8840084075927734, -0.40192604064941406] Predicted: 0.3997280452173812 Movie Vector: [0.5229720015288859, 0.5587822977753404] User Vector: [0.5002479674963793, 1.0779712230125285] Predicted: 0.8639669177529731 Movie Vector: [-0.9197479551215824, 0.528694396339703] User Vector: [-0.18826418299044811, -0.7053182240144955] Predicted: -0.1997421953446351 Movie Vector: [0.4918055172285726, -0.7775009015836037] User Vector: [-0.32200998090471433, -0.9520153350229993] Predicted: 0.5818264960901928 Movie Vector: [-0.9513226278020789, 0.19419229460351595] User Vector: [0.09545326232910156, -0.12337684631347656] Predicted: -0.11476568123776143 Movie Vector: [-0.08382281510210166, -0.8527485616873842] User Vector: [0.3494313405608565, 0.845898308877511] Predicted: -0.7506288848798004 Movie Vector: [-0.2182120766602203, -0.4498333984242372] User Vector: [-0.8864879608154297, -0.9168529510498047] Predicted: 0.6058734576898434 Movie Vector: [-1.2967586517333984, -1.0106945037841797] User Vector: [0.5157105981731888, -0.7589011707262742] Predicted: 0.09826506219673603 Movie Vector: [-0.927864672074746, 0.5759223797869145] User Vector: [-1.2170977279986064, 1.3660508651269447] Predicted: 1.9160412494262287 Movie Vector: [-0.507672512585138, 1.229880099744364] User Vector: [0.48095621760999235, 0.3559769390719567] Predicted: 0.1936407018950023 Movie Vector: [-1.4697225016400928, 0.3857429476955414] User Vector: [0.0049103730756948905, -0.10074001172980628] Predicted: -0.046076634876335336 Movie Vector: [0.9057718840765774, 0.23662397542888833] User Vector: [0.10157374485034681, 0.6131983520438566] Predicted: 0.23710007403287253 Movie Vector: [1.8844890594482422, -0.6589984893798828] User Vector: [0.3986084341978388, -1.4669772744231042] Predicted: 1.7179090410490652 Movie Vector: [0.285427194184368, 0.19141348134507724] User Vector: [-2.4076366424560547, 2.522420883178711] Predicted: -0.20437960880494266 Movie Vector: [-0.4797840118408203, -0.32622337341308594] User Vector: [-0.8966722438548138, 0.9149456963011716] Predicted: 0.13173233492581987 Movie Vector: [-0.4226398468017578, 1.5124225616455078] User Vector: [0.03750801086425781, 0.5453586578369141] Predicted: 0.808960358335753 Movie Vector: [-1.1315250396728516, 0.6714344024658203] User Vector: [-0.41576599079647075, -0.12438715937719502] Predicted: 0.38693181119975134 Movie Vector: [-0.26937010942308925, -0.1841186900534795] User Vector: [-1.496033403684795, -0.9338509966789491] Predicted: 0.5749261038648342 Movie Vector: [-1.2483501434326172, 1.3877201080322266] User Vector: [0.37115367505347663, 0.6219829934551849] Predicted: 0.39980856338328635 Movie Vector: [0.7341108089760441, -1.8287218848772577] User Vector: [1.2718868255615234, 0.44663429260253906] Predicted: 0.1169359610200067 Movie Vector: [0.029594366789118517, -0.021784203250394735] User Vector: [0.269531260599339, -0.009939560759615648] Predicted: 0.008193132399117441 Movie Vector: [-0.15849373164437922, -0.7615786210071404] User Vector: [-0.007982254028320312, -0.1398754119873047] Predicted: 0.107791260601979 Movie Vector: [0.5094237109165596, -0.2959235144766191] User Vector:
avg loss: 15.250627669643862: 2%|▊ | 1193/70000 [00:01<01:45, 654.58it/s]
[0.2395188617086837, -1.0931713440233939] Predicted: 0.44551169341467983 Movie Vector: [0.43665154704182496, -0.4870514569699532] User Vector: [-1.3109441949972735, 0.4521065285959591] Predicted: -0.7926249542893491 Movie Vector: [0.048456952056655594, 2.259104900709631] User Vector: [-1.2974262237548828, 0.5440998077392578] Predicted: 1.1663092218173874 Movie Vector: [0.15013733804487647, 0.40497365307072813] User Vector: [0.9310245513916016, -0.8748531341552734] Predicted: -0.21451092183887654 Movie Vector: [-0.5568791467090409, 1.9877355698973138] User Vector: [0.031596983223873776, -0.7888887070936965] Predicted: -1.5856978448367345 Movie Vector: [-1.568864930330472, 1.0348793963224903] User Vector: [0.1065062078303462, -0.3748603915426019] Predicted: -0.5550291500323391 Movie Vector: [1.2188243865966797, -0.6347942352294922] User Vector: [-0.8726706209706813, 0.6789665074938953] Predicted: -1.4946362591765607 Movie Vector: [1.5118012568949275, 0.7785180595009279] User Vector: [4.024115718887829, -1.3738226085191942] Predicted: 5.014117490422389 Movie Vector: [-0.044125291862923535, 1.3516403535199009] User Vector: [0.18877963319422608, -0.7817681112501269] Predicted: -1.0649992826731776 Movie Vector: [1.1042661378641931, -0.19409763085175985] User Vector: [0.6945969487199779, -1.6028432174798555] Predicted: 1.078127961074915 Movie Vector: [-0.6380531778514277, 1.431506287616359] User Vector: [1.4070087559310647, 0.4707636940202519] Predicted: -0.2238452200151052 Movie Vector: [-0.20607953504487253, -0.40540022230434813] User Vector: [-0.06421089172363281, -0.08225440979003906] Predicted: 0.04657850672561769 Movie Vector: [-0.3079318907818026, 0.6308288437474812] User Vector: [-1.1814450313260563, -0.019026059845307072] Predicted: 0.3518024150177131 Movie Vector: [0.7155323028564453, 0.15654563903808594] User Vector: [-0.6970310211181641, 0.29206275939941406] Predicted: -0.4530270603936515 Movie Vector: [-1.360524778494076, 0.8468355503965174] User Vector: [-0.6506570882370304, 0.014994611352458026] Predicted: 0.8979330608069268 Movie Vector: [1.6414490101937835, -1.0959542580616537] User Vector: [-0.09039878845214844, -1.001443862915039] Predicted: 0.9491516639439518 Movie Vector: [-2.136526107788086, -1.3001346588134766] User Vector: [-0.6869567050521164, 2.327985831889853] Predicted: -1.5589941300027952 Movie Vector: [-0.4036483351030341, 1.3068729879402394] User Vector: [-0.07191349092687163, 0.5977844889671927] Predicted: 0.8102561621249631 Movie Vector: [0.7810392622216122, -0.716093431548202] User Vector: [-0.7264232635498047, 0.21004676818847656] Predicted: -0.7177782008412512 Movie Vector: [1.519932375475266, -0.10235950702593499] User Vector: [-0.775053910821519, -0.40759116355282576] Predicted: -1.1363087012269517 Movie Vector: [-0.3789394113551332, -0.011112320197316311] User Vector: [-0.25408292481975236, -0.479321154197327] Predicted: 0.10160840410937544 Movie Vector: [1.160879135131836, -1.4445018768310547] User Vector: [0.36192109785379517, -0.39266754105568547] Predicted: 0.9873556510880511 Movie Vector: [-0.278434282949077, 0.7821570927608341] User Vector: [0.27218724043418985, 0.9238404837291273] Predicted: 0.6468021278101552 Movie Vector: [1.2467208895519502, 0.4357531023407778] User Vector: [0.5452163126320103, -0.46010439805723063] Predicted: 0.47924064742873973 Movie Vector: [-0.6112921645315517, 0.4769546939019642] User Vector: [-1.986143265148747, 0.25835121541348766] Predicted: 1.3373356404892816 Movie Vector: [-0.5427074432373047, 0.5705547332763672] User Vector: [0.5073323215390633, -1.5049975946569365] Predicted: -1.1340165282951737 Movie Vector: [-0.10798403123478212, -0.9718980294467718] User Vector: [-0.48638478891109116, 0.5656321339617366] Predicted: -0.49721496615128613 Movie Vector: [0.2662181854248047, 0.9393215179443359] User Vector: [-0.8405768403264058, 0.1332069367242863] Predicted: -0.09865269913723984 Movie Vector: [0.5790833644393387, -0.1493648998848754] User Vector: [-1.242963766737188, -1.2722958512761944] Predicted: -0.5297432974685532 Movie Vector: [-0.1721369529177815, -0.32790903074317057] User Vector: [-0.6799793243408203, 0.5494022369384766] Predicted: -0.06310438606350494 Movie Vector: [-1.058359146118164, 0.40390968322753906] User Vector: [-0.3101811518185116, -0.4518472662742594] Predicted: 0.1457775727925229 Movie Vector: [0.18452891891033055, 1.0447161524126205] User Vector: [-0.7104969024658203, 1.6050052642822266] Predicted: 1.5456676990017724 Movie Vector: [0.7349095543292892, 0.20774863869153373] User Vector: [0.8747682474952617, -0.8979945690674132] Predicted: 0.45631839363201054 Movie Vector: [-0.2373628875533252, 0.9215589902535848] User Vector: [0.9996229071640383, -0.25314178894545647] Predicted: -0.4705584711204666 Movie Vector: [1.5332138669266346, 0.21312085263533198] User Vector: [-0.5778598785400391, -1.2807559967041016] Predicted: -1.1589385889535213 Movie Vector: [-0.19605718173332232, -1.0396296166342154] User Vector: [-0.5760669708251953, -1.4836978912353516] Predicted: 1.6554383366556422 Movie Vector: [0.19931687987378288, 0.9949991034696116] User Vector: [-1.1644649505615234, 0.9330654144287109] Predicted: 0.6963017301667673 Movie Vector: [0.8570575714111328, 0.06947517395019531] User Vector: [1.7122124571257809, 0.6996847400539453] Predicted: 1.5160753692696551 Movie Vector: [-1.0886149339207787, 0.8465691045769137] User Vector: [0.5409522037817367, 0.8005111867212699] Predicted: 0.08879939097227307 Movie Vector: [-0.28296257186006885, -0.8291840982888917] User Vector: [-0.5465793609619141, 0.4893779754638672] Predicted: -0.25112293360403404 Movie Vector: [-0.7386889993225881, -0.6271686101173695] User Vector: [-0.48468853405010687, -0.18497699054775668] Predicted: 0.474045850266136 Movie Vector: [-0.0010977000608808005, 1.1734558819984613] User Vector: [-1.075143814086914, 0.5867099761962891] Predicted: 0.6896584580248915 Movie Vector: [-0.7422701140587924, 1.3519321702891098] User Vector: [0.6145954132080078, -0.8426189422607422] Predicted: -1.5953594627991978 Movie Vector: [-0.1919078826904297, 1.4667224884033203] User Vector: [0.7404065921412736, -1.6108952105215284] Predicted: -2.5048260931609954 Movie Vector: [-0.006138337396433796, 0.9954470126897508] User Vector: [0.718606703036682, 0.37273038269037806] Predicted: 0.36662229558926634 Movie Vector: [-0.48600196838378906, -0.22086143493652344] User Vector: [0.019307797728676745, 0.7320356988245917] Predicted: -0.17106208256845298 Movie Vector: [1.1134815216064453, -1.7896175384521484] User Vector: [-0.9784124965289807, 0.12752306330150112] Predicted: -1.3176617460353601 Movie Vector: [0.7039511440035915, -0.33044144440129475] User Vector: [-0.2463615344416829, -1.071608819170657] Predicted: 0.1806774820312149 Movie Vector: [0.6828403472900391, 0.5779361724853516] User Vector: [-1.2353645596325078, -0.549152133486041] Predicted: -1.160931647068355 Movie Vector: [1.6810515037458686, 0.7678621950271093] User Vector: [-0.7418537139892578, -1.3665103912353516] Predicted: -2.2963859700024303 Movie Vector: [0.4025745391845703, 0.18675804138183594] User Vector: [-0.910219942878098, -0.461412572094751] Predicted: -0.45260388229412707 Movie Vector: [0.973857591111722, -1.7392014048419897] User Vector: [-0.1304120460904057, -0.06522332827413854] Predicted: -0.013566256894701326 Movie Vector: [0.27689232911242184, 1.1825511004222047] User Vector: [-1.8068058349278409, 0.6090912123298932] Predicted: 0.21999080751112599 Movie Vector: [-1.5002342231969261, 0.9336175900030366] User Vector: [0.21498680114746094, 0.014867782592773438] Predicted: -0.30864973326409884 Movie Vector: [-0.00021740045859756918, 2.279517395355173] User Vector: [-0.3776811767817265, -1.4527427971538414] Predicted: -3.3114703690280765 Movie Vector: [-0.7797644626454161, -0.8029437189621454] User Vector: [-1.1680561965945409, 0.06502728716174239] Predicted: 0.8585954606895219 Movie Vector: [-0.455064715577255, 0.14365269608740497] User Vector: [-0.11876430796945946, -0.4027719172067682] Predicted: -0.0038138257881937185 Movie Vector: [0.2611759895021004, -1.4392830372881142] User Vector: [-1.217512876820751, -1.4121566188838326] Predicted: 1.714507937218428 Movie Vector: [-0.6499767303466797, 0.4362010955810547] User Vector: [0.07590140152504637, -0.11756633109211109] Predicted: -0.100616707217804 Movie Vector: [0.8330440521240234, -1.7675495147705078] User Vector: [-0.07230411987950124, 1.4474815291657979] Predicted: -2.6187277915259597 Movie Vector: [-1.2178330986486212, 0.6456131123050028] User Vector: [-0.17951769742040108, 1.2675437306819992] Predicted: 1.0369654466600524 Movie Vector: [-0.10858324477230841, -0.12074749178447014] User Vector: [-0.2655490043525939, -1.1489463374104734] Predicted: 0.16756656097592867 Movie Vector: [1.4762132805817496, -0.6715374921893046] User Vector: [-0.46540260314941406, -0.3851032257080078] Predicted: -0.42842224916051536 Movie Vector: [0.10392189025878906, -1.2352657318115234] User Vector: [-1.3041111546209356, 1.4200597968623143] Predicted: -1.8896769004830296 Movie Vector: [0.4079740294324733, 0.24262934053156843] User Vector: [-2.2390004411682374, -0.9636745057238494] Predicted: -1.147269741695354 Movie Vector: [-0.8941555023193359, 0.5418109893798828] User Vector: [0.19721031188964844, 0.39481163024902344] Predicted: 0.03757659451366635 Movie Vector: [-0.43262972939909006, -0.28602828542514624] User Vector: [1.1196439489725427, -0.18189480442133932] Predicted: -0.43236419963094175 Movie Vector: [1.286778069846989, 1.7374676089692769] User Vector: [0.12913583849451626, 0.4783773187632907] Predicted: 0.9973342612228344 Movie Vector: [0.9959444557042675, 0.9399133944682374] User Vector: [-0.0041629187677722015, 0.6944786582749853] Predicted: 0.6486037572186786 Movie Vector: [-0.8000541193365878, -0.6516440003913913] User Vector: [-0.7930850982666016, -0.31836509704589844] Predicted: 0.8419717052766399 Movie Vector: [-0.8128833770751953, -1.0930728912353516] User Vector: [-1.2259104311087068, -1.3658795569517534] Predicted: 2.4895281276278682 Movie Vector: [1.3834683146645657, -0.7482804783720017] User Vector: [-1.1348332231580827, 1.0809883711765287] Predicted: -2.3788883021664136 Movie Vector: [-0.3334034829183756, 0.35025847029906415] User Vector: [1.2393474578857422, 0.3366565704345703] Predicted: -0.29528594362859956 Movie Vector: [0.4793317075908951, -0.12162777453422824] User Vector: [-1.1493422618481313, 0.19224026672122477] Predicted: -0.5742979447952156 Movie Vector: [0.5994510650634766, -0.36019325256347656] User Vector: [-0.45347162593775625, 0.3807805687987367] Predicted: -0.40898864073304203 Movie Vector: [0.35958290100097656, -1.6582965850830078] User Vector: [1.7046760265422503, 0.9820476302783819] Predicted: -1.0155538807886209 Movie Vector: [0.359022776301276, 0.7643215965450731] User Vector: [-0.759911669358817, -0.33151265541140407] Predicted: -0.5262078793358809 Movie Vector: [-2.2350835959866076, 0.05662340639725523] User Vector: [-1.6319137837430522, -1.3617193364687092] Predicted: 3.570358540720664 Movie Vector: [1.1253833770751953, 1.4103412628173828] User Vector: [0.4336833953857422, -1.6800403594970703] Predicted: -1.8813701581166242 Movie Vector: [-0.43393414749667836, 1.499801405428932] User Vector: [0.30036391909065835, 0.9876063683104688] Predicted: 1.3508752580332384 Movie Vector: [0.8155972555185089, 1.4600645138059516] User Vector: [1.4497928597812, 1.0660424782037847] Predicted: 2.7389378701429776 Movie Vector: [-0.7382689970198398, -0.72093569452458] User Vector: [0.2706758792936912, -0.8094873100001733] Predicted: 0.3837566861201923 Movie Vector: [0.08750462541841893, 0.4779166451707654] User Vector: [-0.8034555438792362, 0.26418533878640205] Predicted: 0.05595249440859472 Movie Vector: [-0.23486223920470525, -1.010197064831211] User Vector: [0.4163890561497493, -0.5619989246783298] Predicted: 0.46993559804068175 Movie Vector: [-0.26586509720472046, -0.2521795926675999] User Vector: [-0.1390361785888672, -0.8052158355712891] Predicted: 0.2400238685593708 Movie Vector: [-1.6937260953661468, -1.8766660498778238] User Vector: [-0.4460948828406637, -1.091928991549008] Predicted: 2.804748611393889 Movie Vector: [-1.1832917465067956, 0.7728222257425145] User Vector: [-0.6670250654038619, 0.6785650035997381] Predicted: 1.3136953709984722 Movie Vector: [-0.6042003631591797, -0.8801555633544922] User Vector: [0.15053666469939253, -0.9268058598279546] Predicted: 0.7247790261969732 Movie Vector: [0.9125807762535333, 0.2776221100820046] User Vector: [0.6866370630392921, -0.4106751061910451] Predicted: 0.5125992944539342 Movie Vector: [-1.046285629272461, 0.20470619201660156] User Vector: [-1.0386735239792058, 0.31901039659617975] Predicted: 1.1520525851461376 Movie Vector: [-1.0729850254226492, -0.7290885872097824] User Vector: [-0.38665713673238633, 0.5024165653793672] Predicted: 0.04857113384341416 Movie Vector: [-0.6048107147216797, -0.9812450408935547] User Vector: [1.808011445646973, 0.7074504393649078] Predicted: -1.7876869299715052 Movie Vector: [0.37230491638183594, 0.9433841705322266] User Vector: [0.06379437874200725, 0.6243969431892973] Predicted: 0.6127971531766672 Movie Vector: [0.3919004358294226, 0.7815849413468346] User Vector: [-0.49633421861437005, -0.6529904184602835] Predicted: -0.7048810745043532 Movie Vector: [-0.6951808929443359, 0.5445575714111328] User Vector: [-1.2685489654541016, 0.11214256286621094] Predicted: 0.94293908423424 Movie Vector: [1.8434748990904135, 0.8088415701738352] User Vector: [-0.27142053677454897, -1.7351950663480078] Predicted: -1.9038548486643423 Movie Vector: [0.07901799175432686, 1.0396163072687503] User Vector: [0.33037355406930374, -0.6339077168658602] Predicted: -0.6329153449859543 Movie Vector: [0.32571955882750675, -0.4087077120970679] User Vector: [-1.8952465057373047, 0.30816078186035156] Predicted: -0.7432665438303165 Movie Vector: [-2.172231674194336, 1.4675617218017578] User Vector: [-0.565254564722327, 0.021087962152507116] Predicted: 1.2588117555185947 Movie Vector: [-0.24357699166537566, 0.8346225098928431] User Vector: [1.2102190087168017, 0.29426004397685723] Predicted: -0.04918544893434862 Movie Vector: [-0.02773516015520522, -0.015185429248815406] User Vector: [0.3567533335278282, 1.8504715104420943] Predicted: -0.03799481504006466 Movie Vector: [0.025634945952882432, 0.8019196604509519] User Vector: [0.30129820364688725, -1.4839094505259418] Predicted: -1.182252399539533 Movie Vector: [0.7540849039272255, 0.6677691280638742] User Vector: [0.8089160919189453, -0.3731250762939453] Predicted: 0.3608300066043102 Movie Vector: [0.9750393990867875, -0.14326031602556913] User Vector: [-1.0490703582763672, 0.9649944305419922] Predicted: -1.16113033881591 Movie Vector: [1.994445866384532, -1.2357158499149703] User Vector: [1.7696526296533368, 0.6823935623305953] Predicted: 2.686231831296759 Movie Vector: [-0.47031209631272325, 1.0355221834899846] User Vector: [0.1349527507140264, -1.1519054230220813] Predicted: -1.256293529913262 Movie Vector: [0.6240734378301498, -1.0988325503897625] User Vector: [0.48979956123535434, 1.4433565437552716] Predicted: -1.2803362560685114 Movie Vector: [0.2975177764892578, 1.5324878692626953] User Vector: [-0.6412234607712495, 3.0877789723764693] Predicted: 4.541208439849961 Movie Vector: [-1.9193103806903218, -1.517304613710037] User Vector: [-0.4662677549882685, -0.5930274966023918] Predicted: 1.7947158989818777 Movie Vector: [0.15954912463268867, -0.8194317267264963] User Vector: [2.1309906336949043, -1.2560576793744087] Predicted: 1.3692512032843283 Movie Vector: [-1.4614954551115595, -0.4810672691256066] User Vector: [-1.115065426323667, -0.6184206409111533] Predicted: 1.927164981618109 Movie Vector: [-0.010112379298379104, -0.9187926030931862] User Vector: [-0.1298525564572256, 0.7853710416747399] Predicted: -0.7202799854705818 Movie Vector: [-0.3753948211669922, -1.2244129180908203] User Vector: [-0.07387609549525531, -0.2558737754458694] Predicted: 0.34102785971354926 Movie Vector: [0.929065381595874, -0.31418402625325054] User Vector: [-0.4609764895824028, -1.1084179658974946] Predicted: -0.08003007890348851 Movie Vector: [-0.8649503100279535, 2.609436032663374] User Vector: [0.5547456173740137, 1.3739646053785375] Predicted: 3.105445355144567 Movie Vector: [-0.07881511160637139, -0.342931719394722] User Vector: [0.2345927842230082, -0.7065435709634987] Predicted: 0.2238067451472136 Movie Vector: [1.3410507268073617, 1.2135089288232581] User Vector: [0.19478608004638714, -1.256856958829867] Predicted: -1.2639891275755253 Movie Vector: [1.2241636710583286, 0.12432529618408432] User Vector: [-0.14441490173339844, 2.442293167114258] Predicted: 0.12685134510836063 Movie Vector: [0.22343292705539974, -1.0827790907682748] User Vector: [-2.1652837241837597, -1.124987565899648] Predicted: 0.7343173333306412 Movie Vector: [0.029280487900765297, -0.6150955156936257] User Vector: [-0.4949665069580078, 0.06188392639160156] Predicted: -0.05255738643525655 Movie Vector: [-0.11479377746582031, 1.130361557006836] User Vector: [-0.12172653634633544, -0.743407100144344] Predicted: -0.8263453582840712 Movie Vector: [2.081184831274505, 0.8178765384641117] User Vector: [-0.6379880764015006, 1.2332260663179544] Predicted: -0.3191444408769615 Movie Vector: [0.025875388314078762, 1.3854565789583968] User Vector: [-0.9351689378549407, 0.24669192140820212] Predicted: 0.3175830860846202 Movie Vector: [0.8068339569202655, -0.36097231269623165] User Vector: [-1.2163932673738374, 0.767742105706815] Predicted: -1.2585610365376674 Movie Vector: [-0.1525084070361643, 1.3048425872947065] User Vector: [-0.13568625914685806, -0.45747794944342113] Predicted: -0.576243415942847
avg loss: 15.485672353487987: 2%|▊ | 1328/70000 [00:02<01:51, 617.18it/s]
Movie Vector: [-0.038710627107607316, -0.6065948250462523] User Vector: [0.17042591147107156, -0.7542196943853008] Predicted: 0.45090846965365866 Movie Vector: [1.0135925258558793, -1.730579411502035] User Vector: [-0.7292270660400391, 0.9101581573486328] Predicted: -2.314240072108169 Movie Vector: [1.6143512725830078, 0.3998088836669922] User Vector: [0.33576759017664864, -0.13281567148648252] Predicted: 0.4889459511433101 Movie Vector: [0.9467220306396484, 0.012941360473632812] User Vector: [0.7638688096108632, -0.4258032082520466] Predicted: 0.7176609577682683 Movie Vector: [-0.5726730326811034, -0.46644303916497704] User Vector: [-0.7491566538311547, 0.4543588548790219] Predicted: 0.2170892877614252 Movie Vector: [-1.4465430088773195, -0.031076083566224016] User Vector: [-0.022382736206054688, 0.9053707122802734] Predicted: 0.004242214665180131 Movie Vector: [0.38628038990966274, -0.7874593183988592] User Vector: [0.9193255940232453, -0.25592046771704163] Predicted: 0.5566444059860103 Movie Vector: [0.06360397069984525, -0.9742752087433928] User Vector: [-0.19944368687536346, 0.40981111674880916] Predicted: -0.41195422173209867 Movie Vector: [2.7507919218961927, -1.9624786827272176] User Vector: [-2.3395442962646484, 1.1160755157470703] Predicted: -8.62587395905052 Movie Vector: [0.42776529071384556, 0.33297208262624556] User Vector: [-0.37267123305343336, 0.4185354237776147] Predicted: -0.020055206639698564 Movie Vector: [-0.8321094512939453, 1.2718868255615234] User Vector: [0.5279048138066091, -0.6847251944557298] Predicted: -1.3101675389103449 Movie Vector: [-0.14147626639784144, 1.7361681032988325] User Vector: [-0.0357423349633929, -0.2732654453863255] Predicted: -0.46937805791052567 Movie Vector: [-0.5755428521117674, 1.8579475545853552] User Vector: [0.10331153869628906, 1.752157211303711] Predicted: 3.1959559883535076 Movie Vector: [1.8358586438532383, -0.7800557356329701] User Vector: [-0.33920743740620496, 0.995411388221805] Predicted: -1.3992132687182837 Movie Vector: [-0.9593895730420445, -0.712389013694072] User Vector: [-0.5902576446533203, -3.5047435760498047] Predicted: 3.0630278490815073 Movie Vector: [1.3050377842436283, -0.08725587780653822] User Vector: [0.5978237036810583, -0.0973317775816057] Predicted: 0.7886752913116014 Movie Vector: [-0.4577159881591797, -1.6326618194580078] User Vector: [-0.7619326587962747, 1.1908543345977065] Predicted: -1.5955136448020588 Movie Vector: [-1.183004202174656, -1.1780914610141746] User Vector: [-2.311220169067383, 0.7021617889404297] Predicted: 1.9069723643563756 Movie Vector: [-0.6785076621634609, 1.1317340661759938] User Vector: [0.63024472091565, -1.4337078174353746] Predicted: -2.0502018501137864 Movie Vector: [-0.5565547943115234, -1.8529796600341797] User Vector: [-2.3042740790767873, -0.5441975092772022] Predicted: 2.290841701849874 Movie Vector: [-0.2154827117919922, -0.9608173370361328] User Vector: [-0.9006071187811397, -0.6690703631799226] Predicted: 0.8369196688544643 Movie Vector: [-0.2048015594482422, 0.6149196624755859] User Vector: [0.48210390152626437, 1.0148607285366016] Predicted: 0.5253221858027936 Movie Vector: [0.015031866056613025, -0.8744706535903269] User Vector: [-0.4747074231639151, 1.8827401532232368] Predicted: -1.6535367507309562 Movie Vector: [-0.17434452612701828, 1.2312202245860833] User Vector: [-0.7997988116635643, 2.241904139764169] Predicted: 2.8997182632773466 Movie Vector: [-0.5475151784146046, 1.753943350281779] User Vector: [-1.3228234197300401, 1.819846960541809] Predicted: 3.9161743756373233 Movie Vector: [-0.9949850665782145, -2.224878924000857] User Vector: [-0.4375934600830078, -0.9871196746826172] Predicted: 2.63162071768282 Movie Vector: [-0.7432267590182907, -0.24406136199730988] User Vector: [0.3636969630538775, -0.2118926324278209] Predicted: -0.21859451064779908 Movie Vector: [-0.8340358734130859, -0.8238124847412109] User Vector: [0.9498491296481587, -0.3936155115090743] Predicted: -0.4679428758877883 Movie Vector: [0.6409220485802936, 0.3129205108844303] User Vector: [1.1521921852188173, 0.036440363867293664] Predicted: 0.7498683129868176 Movie Vector: [0.7187175750732422, -0.2591991424560547] User Vector: [-0.28214454650878906, 1.4824962615966797] Predicted: -0.5870440039871028 Movie Vector: [-0.8745288848876953, 0.6064128875732422] User Vector: [-1.1075082191404657, -0.4409382525324475] Predicted: 0.7011572889291678 Movie Vector: [0.2384404830771205, 0.7117173823525668] User Vector: [0.162501493105139, -0.878395186528943] Predicted: -0.5864221883107312 Movie Vector: [0.8953290441968486, -0.05521347698715453] User Vector: [0.8349323272705078, -1.7178821563720703] Predicted: 0.8423894094516468 Movie Vector: [0.10605812152368328, 1.2219808842656235] User Vector: [-0.2948148526371749, -0.31138368673319883] Predicted: -0.41177242232810446 Movie Vector: [0.3027080632306557, 0.4274529586896043] User Vector: [-1.0809040069580078, 0.9552478790283203] Predicted: 0.08112517368811101 Movie Vector: [-0.47646267359887795, 0.07108462640357954] User Vector: [0.6229496002197266, -1.1665821075439453] Predicted: -0.3797382853219049 Movie Vector: [1.9284750484273478, 1.1130633793390987] User Vector: [0.5333352655717867, 1.049284965452651] Predicted: 2.196444421638001 Movie Vector: [0.19526410354076343, 0.956160908176524] User Vector: [-0.8664933871477283, 0.9381688124106864] Predicted: 0.727845289232092 Movie Vector: [-1.532080398251821, -0.09270729105515235] User Vector: [1.1364994602894496, 1.3488486509974151] Predicted: -1.8662566502106066 Movie Vector: [-0.3526667500292098, -0.8974530631206348] User Vector: [-1.984768615302384, 0.39331446471866827] Predicted: 0.34698062598724494 Movie Vector: [-1.347360610961914, -0.1296710968017578] User Vector: [0.11513639575321721, 0.9676906717981016] Predicted: -0.28061175530289717 Movie Vector: [-0.46238251980685063, 1.105390698652092] User Vector: [-0.11647224426269531, -0.2699756622314453] Predicted: -0.2445738561033345 Movie Vector: [1.4708566245008414, 0.38067873654145323] User Vector: [-0.5935592425281245, -0.6190641910922146] Predicted: -1.1087051180092347 Movie Vector: [0.15392267322371367, -0.38954649057737756] User Vector: [-2.004371934029492, 0.27257395486724556] Predicted: -0.41469851376173644 Movie Vector: [1.9624996185302734, -0.36162376403808594] User Vector: [0.7427140366466262, 1.7780955985772913] Predicted: 0.8145743904190098 Movie Vector: [0.3806370605973202, 0.3732848074856032] User Vector: [-0.07191369947838971, 0.690580494770149] Predicted: 0.2304101878574544 Movie Vector: [-0.23427279330714373, 0.9508796171762642] User Vector: [0.5181851386449917, -0.08763829426194317] Predicted: -0.2047301475783891 Movie Vector: [-0.9570251115430768, -0.4954805682842812] User Vector: [-0.16820756532395004, -1.53860670010276] Predicted: 0.9233285860994607 Movie Vector: [1.5596794344665468, -0.9230022182919271] User Vector: [-2.026872042720276, 0.28617124835099217] Predicted: -3.4254073383653507 Movie Vector: [-0.7279660842245914, -1.3856946314876617] User Vector: [1.741342544555664, 0.14206886291503906] Predicted: -1.464502374096799 Movie Vector: [0.3003225071390335, -1.3938781672126526] User Vector: [-0.051194224417060896, 0.034825144261697305] Predicted: -0.06391678608438092 Movie Vector: [0.021036504832555827, 0.2377920991857944] User Vector: [-1.237330214829436, -0.3509175194992792] Predicted: -0.10947451664653231 Movie Vector: [-0.1950359344482422, 0.20491600036621094] User Vector: [0.08381843566894531, 0.45134544372558594] Predicted: 0.07614029618707718 Movie Vector: [-0.11063923557857858, 0.019416172444566587] User Vector: [-0.05146346242149993, -0.08033895152546328] Predicted: 0.004134003205707585 Movie Vector: [0.7687361064735105, -0.6532625592140928] User Vector: [-0.36208587631972056, -0.6054011166007405] Predicted: 0.11713739601059808 Movie Vector: [-1.2498476663502096, 0.8716624944203013] User Vector: [0.1664990437130928, 0.8844608814577003] Predicted: 0.562852936914247 Movie Vector: [-1.9766236560724815, 0.122356536468185] User Vector: [-1.2324933679881795, -0.29624284930204264] Predicted: 2.3999282981238172 Movie Vector: [0.09399805045803661, 0.29732625395677975] User Vector: [0.7015035684570529, -1.3135653723481897] Predicted: -0.324617503663311 Movie Vector: [-0.9577154529034558, -0.7024486734809429] User Vector: [0.11391347805171716, 0.9361266792092309] Predicted: -0.7666776422447525 Movie Vector: [0.02620004196346329, 1.1337146002576328] User Vector: [-0.7879250358968211, 0.3490070066383887] Predicted: 0.3750306700135938 Movie Vector: [0.20607948303222656, -1.8810367584228516] User Vector: [-1.5887928009033203, 0.37964820861816406] Predicted: -1.0415498347356333 Movie Vector: [-0.1129071717161733, 0.9303536019260276] User Vector: [0.9965627449345805, -0.4133737472530123] Predicted: -0.497102835666769 Movie Vector: [2.3349475860595703, 1.429910659790039] User Vector: [-0.21457563642320332, -1.5626128394834295] Predicted: -2.7354196205956915 Movie Vector: [-0.397325673919786, -0.02866156733700731] User Vector: [0.9065556174965153, -0.07493630179985422] Predicted: -0.35805002980754785 Movie Vector: [0.7217631340211421, -0.7318005299898694] User Vector: [-0.5549603957735939, 0.9697968310308502] Predicted: -1.1102477894420346 Movie Vector: [-0.6099412074329408, 1.1691286775646617] User Vector: [0.5049228668212891, 0.013151168823242188] Predicted: -0.2925978544347323 Movie Vector: [0.016374588012695312, -0.03539085388183594] User Vector: [-0.70294216693936, -0.21023059778763228] Predicted: -0.004070148012590196 Movie Vector: [0.12402708540249555, 1.4633840892525718] User Vector: [-0.9213969635701895, 0.9788009325767707] Predicted: 1.3180835313881054 Movie Vector: [-1.3155460357666016, -0.6535816192626953] User Vector: [-0.5640451417548228, 0.4904738111756921] Predicted: 0.4214626825148136 Movie Vector: [2.5847858119050535, 0.2380674345338754] User Vector: [-1.7964032095737494, 0.8871853693826101] Predicted: -4.432107583722021 Movie Vector: [-0.5241510307351572, -0.7605837569661207] User Vector: [-0.13983255374449471, 1.4289942212482327] Predicted: -1.0135764163043506 Movie Vector: [0.7885529719775907, 0.8415385462122191] User Vector: [-1.1754703521728516, 0.027914047241210938] Predicted: -0.9034298929431793 Movie Vector: [1.3085670499178201, 0.38356154143549076] User Vector: [1.137838363647461, -0.3870868682861328] Predicted: 1.3404661549322119 Movie Vector: [0.045578483195428225, 0.2277851529434055] User Vector: [-1.3147449493408203, -0.3052234649658203] Predicted: -0.12944945422896026 Movie Vector: [0.409079209215556, -1.2620256832118213] User Vector: [-0.06821632385253906, -0.2187061309814453] Predicted: 0.24810687455728364 Movie Vector: [-0.3775363662975788, -0.06010719368642102] User Vector: [0.39916071259800157, -0.676669273565335] Predicted: -0.1100249939151603 Movie Vector: [1.950793047877722, 0.3804356176731063] User Vector: [0.6958718802461031, -0.13225416129953063] Predicted: 1.307187832653871 Movie Vector: [-0.14544802659421052, 1.7058022970318363] User Vector: [-0.4248523712158203, -0.6624126434326172] Predicted: -1.0681510697630772 Movie Vector: [0.1797290159152163, -1.0044929664471052] User Vector: [1.6940141486021894, 2.188020362310149] Predicted: -1.8933875685088668 Movie Vector: [0.30974388122558594, 0.5196094512939453] User Vector: [-0.6484693216951116, 3.0504561807799] Predicted: 1.384186457733701 Movie Vector: [0.8098380467715485, -0.427945672106942] User Vector: [1.525278091430664, 0.8434772491455078] Predicted: 0.8742657920551553 Movie Vector: [-2.2043085608557904, -1.9245359616924693] User Vector: [2.3000621795654297, 2.4668025970458984] Predicted: -9.817497061327913 Movie Vector: [0.47644615173339844, -0.6320667266845703] User Vector: [-0.7746982574462891, 0.8799266815185547] Predicted: -0.9252743808247033 Movie Vector: [0.012319718838125382, 1.0388386232166709] User Vector: [-0.03203392028808594, -0.8641719818115234] Predicted: -0.898129880698737 Movie Vector: [-0.49033940348431354, -1.2254659947822524] User Vector: [-0.051613140712507444, -1.0447875916927891] Predicted: 1.3056596220188805 Movie Vector: [0.3863811492919922, -1.529855728149414] User Vector: [-0.5957553801108157, 0.0902443234575785] Predicted: -0.36824944363864964 Movie Vector: [-1.1609477201002, -0.7985727094962437] User Vector: [-0.31764577892338874, -0.1334261143457183] Predicted: 0.47532059649117625 Movie Vector: [0.9397411346435547, 0.3630352020263672] User Vector: [-0.37061432673288996, 0.8231068331153331] Predicted: -0.049464772469814844 Movie Vector: [-0.2526906641745358, -1.787882474427107] User Vector: [0.7178792977987956, 0.4906928413016537] Predicted: -1.0587025278479953 Movie Vector: [-0.19450357826958273, 0.6365975967307211] User Vector: [-0.7638923190614063, -1.069117913026388] Predicted: -0.5320181045842693 Movie Vector: [-1.2599658966064453, -1.8649768829345703] User Vector: [-0.044037343264261467, -0.03707512358102384] Predicted: 0.12462979910067284 Movie Vector: [-0.22271161521607646, 0.28512596462281625] User Vector: [-1.5887865111776653, -1.0162245079993713] Predicted: 0.06408921702122516 Movie Vector: [0.7039989659922639, -0.9324246656752908] User Vector: [0.5738925933837891, 1.0646533966064453] Predicted: -0.5886892950580214 Movie Vector: [-1.32000103374242, 0.10027884636297282] User Vector: [0.8121278611470545, -0.8912666649574352] Predicted: -1.1613848092088384 Movie Vector: [-0.7418562991390479, -0.16394887675795577] User Vector: [0.02422757934265951, 0.8409879688076686] Predicted: -0.15585241520121504 Movie Vector: [-0.5745410919189453, 0.3649425506591797] User Vector: [0.16432863752069368, 0.6963240354001206] Predicted: 0.159704714729521 Movie Vector: [1.1610850666806296, -1.4447253029738525] User Vector: [1.0528215232026972, -0.2260737005352185] Predicted: 1.5490297439707692 Movie Vector: [0.5692005157470703, -0.41914939880371094] User Vector: [1.4726900370814753, -2.911816506905416] Predicted: 2.058742066938475 Movie Vector: [1.0870109668256451, 0.5786436465286995] User Vector: [0.5649414098990493, -0.8724882159001415] Predicted: 0.10923774537243147 Movie Vector: [-1.5677095394322003, 1.7025028062130672] User Vector: [-1.3979434967041016, 0.48195838928222656] Predicted: 3.012104865601147 Movie Vector: [0.5527550658193803, -0.5226855426213314] User Vector: [-0.2623586505037201, -0.6901480957152529] Predicted: 0.21571035877053793 Movie Vector: [0.5701004633512167, -0.8386308722822529] User Vector: [0.6186008453369141, 0.8829021453857422] Predicted: -0.38776436776868833 Movie Vector: [-2.850618362426758, -0.5405139923095703] User Vector: [-0.3937108586982568, 0.36898928942859194] Predicted: 0.9228755293435376 Movie Vector: [0.49233436584472656, -0.6966686248779297] User Vector: [-1.9668669148822515, 0.17765649870657635] Predicted: -1.0921238838940655 Movie Vector: [1.10491421271677, -0.15264207464787372] User Vector: [1.2142809543617432, -0.759167022879351] Predicted: 1.4575571140821273 Movie Vector: [2.1010684967041016, -0.9457302093505859] User Vector: [-0.40637896687908465, 1.1030865197631063] Predicted: -1.897052290300176 Movie Vector: [-2.3481273651123047, 1.148519515991211] User Vector: [0.7873038580977763, -1.3776527670919223] Predicted: -3.4309508231222505 Movie Vector: [0.44227464791603766, -0.9239378132907183] User Vector: [-1.9340229034423828, -0.7798480987548828] Predicted: -0.13483815161902224 Movie Vector: [-0.3289302035953165, -1.1219261378013197] User Vector: [1.3309233356895267, 0.032298145442548123] Predicted: -0.47401701735261703 Movie Vector: [0.7595729827880859, -1.9127178192138672] User Vector: [-0.1433543354045654, -0.8026786519385165] Predicted: 1.4264096805265165 Movie Vector: [-1.373015939657107, -0.800584006486537] User Vector: [1.5450572967529297, -0.46410560607910156] Predicted: -1.749832770577624 Movie Vector: [0.5787563323974609, -0.6583499908447266] User Vector: [0.6174959946813835, 1.513030995841856] Predicted: -0.6387242251083538 Movie Vector: [-0.22301824088518932, -1.2452060367532753] User Vector: [0.885025462553165, -0.7152176396496847] Predicted: 0.6932165006870082 Movie Vector: [0.414212006739658, -1.0925190698451992e-05] User Vector: [0.5018138885498047, -1.647043228149414] Predicted: 0.20787533204740183 Movie Vector: [0.9768962860107422, 2.1815013885498047] User Vector: [-1.8301305517526898, 0.01890932885391451] Predicted: -1.7465970117706338 Movie Vector: [-0.11989308505911034, 0.004970106636724923] User Vector: [-0.6599918324057829, 0.5797531676407144] Predicted: 0.08200989196709804 Movie Vector: [0.6587662063891726, 0.5579502119674832] User Vector: [0.06339551659479198, -0.27943163268386] Predicted: -0.11414611471714664 Movie Vector: [0.39388854980259647, 0.3710179924146761] User Vector: [-1.3329002904459337, 0.16255102721024828] Predicted: -0.4647048066547188 Movie Vector: [0.9830625811837463, -1.4713642414779244] User Vector: [-0.08643150329589844, -0.05726814270019531] Predicted: -0.0007052793807349883 Movie Vector: [0.7735741435915627, -1.4310092245124373] User Vector: [1.4593743298296042, 1.0831950180304124] Predicted: -0.4211278153699891 Movie Vector: [0.2909602990808756, -1.387509475237221] User Vector: [0.21329899433722016, 0.8414899916671846] Predicted: -1.1055137975695013 Movie Vector: [0.04054069519042969, 0.3652667999267578] User Vector: [-1.560586755113162, 0.12219119174109366] Predicted: -0.018634886370758275 Movie Vector: [-0.04701895555171513, -0.05435011281696254] User Vector: [1.2026691436767578, -1.031179428100586] Predicted: -0.0005035287581590178 Movie Vector: [0.5520534515380859, 0.11736869812011719] User Vector: [-0.7014654549033589, -0.21342225670760911] Predicted: -0.4122955179337624 Movie Vector: [2.2138500213623047, -1.1196231842041016]
avg loss: 15.404924323609928: 2%|▉ | 1391/70000 [00:02<01:57, 581.86it/s]
User Vector: [0.6177234649658203, 1.8995952606201172] Predicted: -0.7592837882839376 Movie Vector: [0.5619484551078945, -0.4693140164618077] User Vector: [0.05610466003417969, 0.7752132415771484] Predicted: -0.33229051298838824 Movie Vector: [-0.6502275682522656, 0.20465172944215698] User Vector: [-0.5851071864285626, -0.8600705951307347] Predicted: 0.20443788826251924 Movie Vector: [-0.5760438385726614, -0.3296481491458366] User Vector: [0.8911418914794922, -0.2411937713623047] Predicted: -0.4338277155656609 Movie Vector: [1.1330809656048364, -0.26059036637565275] User Vector: [-1.2245328930141557, -0.3001611720475212] Predicted: -1.3092758030357545 Movie Vector: [0.5578899383544922, -0.38947105407714844] User Vector: [-0.7220750794935659, -0.6127330778604964] Predicted: -0.1641966238837175 Movie Vector: [0.1120913256169232, 0.5959103176601402] User Vector: [-0.6733798980712891, 0.03535270690917969] Predicted: -0.054413002614204314 Movie Vector: [-0.1355434688830871, 0.332683139133279] User Vector: [0.30723393018435613, 0.22540332486337325] Predicted: 0.033344333030853456 Movie Vector: [0.1098620269251199, 2.134372813643815] User Vector: [-0.07506370544433594, 0.9936618804931641] Predicted: 2.112598252850174 Movie Vector: [-1.0881565359571608, 0.39265323168209243] User Vector: [0.13478877749002618, -0.3883717945614763] Predicted: -0.2991667294281848 Movie Vector: [-0.10922580472203558, -1.1498960780273084] User Vector: [-0.5703668978926973, -0.6753227373311687] Predicted: 0.838849750468918 Movie Vector: [-1.3968753814697266, 2.657289505004883] User Vector: [0.14580726623535156, 0.5563449859619141] Predicted: 1.2746951117151184 Movie Vector: [0.20089923447570673, 0.7717193224573282] User Vector: [0.221199835045728, -0.7648175110179025] Predicted: -0.5457855738793965 Movie Vector: [-0.16632939974729447, -0.37059679330906736] User Vector: [-1.027521631565777, 1.0306289377941755] Predicted: -0.21104072323235537 Movie Vector: [-0.5257701873779297, -1.027536392211914] User Vector: [0.2655003957050594, -0.5551966928549412] Predicted: 0.4308926139453889 Movie Vector: [-1.6356945037841797, 1.112375259399414] User Vector: [0.616958903647545, 0.8726679049597938] Predicted: -0.03842210060780871 Movie Vector: [-0.27725757126101525, -0.14783913984561906] User Vector: [0.5977726059933202, 1.2441581029950808] Predicted: -0.34967224468282565 Movie Vector: [0.9178331529515181, 0.7578082244458406] User Vector: [-1.2753009796142578, -0.1939868927001953] Predicted: -1.3175183818044147 Movie Vector: [1.3224087279885108, -0.30026525481940114] User Vector: [-0.1839537068767056, 0.17253813943986143] Predicted: -0.295069195924571 Movie Vector: [0.6545581023544753, 0.6101856760469229] User Vector: [-0.2007540559630058, -0.37688977792497563] Predicted: -0.36137793784943506 Movie Vector: [-0.9553277016145505, 0.3953974345454383] User Vector: [-0.47088317884067443, 1.6602668142353483] Predicted: 1.1063129839803993 Movie Vector: [-0.24993565380054422, 1.443108588996415] User Vector: [0.24609953345064295, 1.1248756290605249] Predicted: 1.5618086340569934 Movie Vector: [-1.2317371368408203, -1.6676044464111328] User Vector: [-0.03593306607202998, -0.375704839643365] Predicted: 0.6707871530489312 Movie Vector: [-1.1927379991734879, 0.7918984960939457] User Vector: [-0.37401471232797134, -1.137826016018794] Predicted: -0.45494115125833656 Movie Vector: [-1.124338621982233, -0.6623604832844664] User Vector: [-0.703630606656981, 0.4770889428063356] Predicted: 0.4751142039463531 Movie Vector: [-0.6971646279997482, 0.38683448033001033] User Vector: [-1.1730179971520385, 0.0599179922614986] Predicted: 0.8409650010204051 Movie Vector: [-0.7113933563232422, 0.9618282318115234] User Vector: [-1.4011298348125896, -1.021926681502003] Predicted: 0.013836522721868638 Movie Vector: [0.44405399852902183, 0.5410990164704509] User Vector: [-0.860689578022386, -1.018731321922889] Predicted: -0.9334271649532145 Movie Vector: [0.3543160106720138, -0.11828434666180206] User Vector: [-0.9171255610803858, -0.5400992699861212] Predicted: -0.2610669808045101 Movie Vector: [-0.48237793734860973, -0.08345994934610448] User Vector: [-0.16022958254111372, -0.24748838741896756] Predicted: 0.09794658380614736 Movie Vector: [0.17845900562129888, -0.22184730911805373] User Vector: [0.3441921502907377, -0.46309009774963594] Predicted: 0.1641594809485149 Movie Vector: [1.4979749741833435, 1.3049836083558488] User Vector: [1.3052489195347108, 0.31492895552748207] Predicted: 2.3662073413028373 Movie Vector: [-0.08070236442179303, 0.37291752104981346] User Vector: [1.100759506225586, -0.8893299102783203] Predicted: -0.4204806003486144 Movie Vector: [-0.7102298736572266, 0.1342296600341797] User Vector: [-0.5924276793668625, -0.7032418074759503] Predicted: 0.3263639271284518 Movie Vector: [-0.7192338587752475, 0.9426725863584796] User Vector: [-0.33122126924644135, -0.3457487620548503] Predicted: -0.08770232816793508 Movie Vector: [-0.38574237798785194, 0.21426041035862742] User Vector: [0.9209537506103516, -0.7138729095458984] Predicted: -0.5082055923204797 Movie Vector: [0.5904275123849937, -0.9841719252157187] User Vector: [0.1573968756118477, -0.7664682782142327] Predicted: 0.847268006711552 Movie Vector: [0.5820764969852926, 0.8464417699017658] User Vector: [-0.060788994062330376, 1.270987511096455] Predicted: 1.0404330736964624 Movie Vector: [-1.5669480531156483, 1.7022402743443248] User Vector: [0.8163509998967704, -1.0295625890678584] Predicted: -3.0317425140167815 Movie Vector: [-1.781167984008789, 0.016374588012695312] User Vector: [-1.1032390594482422, -0.44890403747558594] Predicted: 1.9577034727262799 Movie Vector: [-0.21309197955481035, -0.43769141986979027] User Vector: [0.43079388716800954, -1.4245318362596033] Predicted: 0.5317066398654425 Movie Vector: [-0.3344654647259716, -0.32313073010343507] User Vector: [0.5911368894364716, -1.6470455841188272] Predicted: 0.33449616766792056 Movie Vector: [0.38254081172244214, 0.5608090477022226] User Vector: [0.23527504194500867, 0.6116821322057898] Predicted: 0.4330391795824693 Movie Vector: [0.126093264793052, 0.40367639827772767] User Vector: [-0.5100704403356199, -0.7737196097466953] Predicted: -0.3766487924357429 Movie Vector: [-0.2203923975473496, -0.42373505656602417] User Vector: [-0.23609362258424935, -0.995355162091219] Predicted: 0.47380011543898864 Movie Vector: [0.3681761879509762, -0.6179710383271505] User Vector: [-0.5540270096193444, -0.2960239614345033] Predicted: -0.021045317606132652 Movie Vector: [-0.027116187539523523, 0.806537463758846] User Vector: [0.4148390193973366, -0.9678531968396656] Predicted: -0.7918587153186454 Movie Vector: [-0.0775187930522396, 0.8749989148862088] User Vector: [0.9686329399132164, -0.18323252320359615] Predicted: -0.23541551538772376 Movie Vector: [-1.2020869562576886, -0.20295633394545093] User Vector: [0.34329150943414577, -0.46395000526501784] Predicted: -0.3185046534822392 Movie Vector: [-0.5263967395505974, -1.8458572701958507] User Vector: [-0.9409753515434813, -0.8490685522736667] Predicted: 2.062585717158979 Movie Vector: [-0.03895106558246874, -0.46299374740666044] User Vector: [0.7122630556022111, 1.4052310631289604] Predicted: -0.6783566008810542 Movie Vector: [-0.8450222015380859, 0.7820796966552734] User Vector: [-0.44166137470004946, 0.8081985076313297] Predicted: 1.0052893108689283 Movie Vector: [-0.6014204001491096, 1.2969573555095426] User Vector: [-0.9319349290007011, 0.9668057947362508] Predicted: 1.8143905647449632 Movie Vector: [0.8651875449364752, 0.5282687874839201] User Vector: [-0.007345648119570267, 0.7539013720997885] Predicted: 0.39190720045908073 Movie Vector: [-1.195535659790039, -0.05917549133300781] User Vector: [1.6285542070292296, -0.07616084212943595] Predicted: -1.942487773151189 Movie Vector: [-0.45648624213679273, -1.3635457254092143] User Vector: [-0.6954669952392578, 0.028200149536132812] Predicted: 0.27901892183104093 Movie Vector: [-0.7353878021240234, -1.4324474334716797] User Vector: [1.185792481197969, -0.28170452641298444] Predicted: -0.4684904006657323 Movie Vector: [-0.2362559512427868, 0.10718612955299262] User Vector: [-0.4909443903251119, -0.022608719799118562] Predicted: 0.1135651927741537 Movie Vector: [0.030050277709960938, 1.121072769165039] User Vector: [-0.5545782677278708, -0.07279427550909782] Predicted: -0.09827291098147867 Movie Vector: [0.9229714167405683, 0.340457156936793] User Vector: [-0.3475787686349783, 0.8983845258916578] Predicted: -0.014943826994885556 Movie Vector: [0.1887989044189453, 0.6844043731689453] User Vector: [0.6568526699204981, -0.15429753390135365] Predicted: 0.018411157474379117 Movie Vector: [-0.07445335388183594, -0.1250743865966797] User Vector: [1.0525788423264097, 0.7329392276668648] Predicted: -0.17003994934933864 Movie Vector: [-0.12622967969841697, 0.8934159186552644] User Vector: [-0.9308811593137556, 0.4762742147015304] Predicted: 0.5430157956368489 Movie Vector: [0.5761432647705078, 0.2756977081298828] User Vector: [0.28303948808089724, 0.28478710052503803] Predicted: 0.24158644564160892 Movie Vector: [-1.0139361401421763, 0.3279092206076396] User Vector: [0.6295167051406804, 0.3315167553812426] Predicted: -0.5295823372899252 Movie Vector: [-0.7289337006105321, -0.4573117264450898] User Vector: [0.7222189211211809, -0.9932516300437396] Predicted: -0.07222409309410627 Movie Vector: [-0.7282818041581697, 1.8876705056192191] User Vector: [0.7056882735550335, 0.2734665272750546] Predicted: 0.002274768773310565 Movie Vector: [-0.5799961090087891, -1.3590145111083984] User Vector: [-1.337423324584961, 0.7057094573974609] Predicted: -0.18336906887270743 Movie Vector: [-0.7583452290906953, 0.3899595975844953] User Vector: [0.7161844351843611, 1.1157278024236488] Predicted: -0.10802628472411524 Movie Vector: [0.5094802589190326, -0.2846446784534292] User Vector: [0.43753370856661067, -0.5729913772863542] Predicted: 0.3860137334705832 Movie Vector: [-0.7655332547749572, -1.5639178648742937] User Vector: [0.9324070338869537, -0.2637694344924728] Predicted: -0.3012748606159754 Movie Vector: [3.007669448852539, -0.5706501007080078] User Vector: [0.024137496948242188, -0.2968120574951172] Predicted: 0.24197344264393905 Movie Vector: [-0.9690623182507296, 1.0234853008260691] User Vector: [-0.43115637195713064, -0.21476760677288775] Predicted: 0.19800590471170695 Movie Vector: [-0.2212643305479304, -0.45405973215683393] User Vector: [3.8870931779778712, -1.4443838163304674] Predicted: -0.2042385410280233 Movie Vector: [-0.46702836664429714, 1.3119404304314182] User Vector: [-0.4552745819091797, -0.3998088836669922] Predicted: -0.3118992945646691 Movie Vector: [0.16854411929953667, -0.1100944739333018] User Vector: [-0.09369599244859511, -1.1432714943949551] Predicted: 0.11007596520920787 Movie Vector: [-0.18726224123508997, 0.9246424990047161] User Vector: [-0.03788835594972623, -0.09615798904784356] Predicted: -0.0818167048406076 Movie Vector: [-0.6530584039730194, 0.0028885176023955295] User Vector: [-1.141425654485867, -0.9293126619405547] Predicted: 0.742733280190255 Movie Vector: [-0.022382736206054688, 0.6901454925537109] User Vector: [-0.24493148406585963, -0.26214332053972755] Predicted: -0.175434794277152 Movie Vector: [-0.18715216744927562, 0.0396993441063746] User Vector: [-1.065144624919987, 0.7946738231433246] Predicted: 0.2308921547580164 Movie Vector: [0.44264793395996094, -0.4111957550048828] User Vector: [-0.5314159393310547, 0.6295299530029297] Predicted: -0.49409021194151137 Movie Vector: [-1.2696273224049264, -1.8731108558061416] User Vector: [0.7041956424469851, 0.1244887393644267] Predicted: -1.1272472370983115 Movie Vector: [0.8021831512451172, 0.7948589324951172] User Vector: [-0.3967018566769505, 1.3826801489289324] Predicted: 0.7808081216659359 Movie Vector: [0.3532695770263672, 0.013933181762695312] User Vector: [-0.49851945916180923, 0.4564154102499026] Predicted: -0.16975243960719863 Movie Vector: [0.6676502369654097, 0.5187916199711652] User Vector: [0.7192620567379169, 0.8721160779239936] Predicted: 0.9326619954903856 Movie Vector: [0.15214295611501516, -0.31022024082851735] User Vector: [0.8619175532106641, 0.7385059570379015] Predicted: -0.09796481137270116 Movie Vector: [-0.33488337513252164, -0.8338135911713028] User Vector: [0.08930043401142623, -0.4576053947508233] Predicted: 0.35165236679400014 Movie Vector: [0.7760648641569428, 0.4622743358980339] User Vector: [-0.49374297188390687, -0.3817931670894762] Predicted: -0.5596697551702241 Movie Vector: [-1.042001837800223, 0.7040280942218721] User Vector: [-0.026816916893416476, 1.0192823296791436] Predicted: 0.7455466727251132 Movie Vector: [0.6676177305250843, -1.4808406523032447] User Vector: [-0.46181660772870126, 0.5648759751789789] Predicted: -1.1448082631250993 Movie Vector: [-1.3785714496390253, 1.0937121117629058] User Vector: [-1.1249243122436794, -1.3027421607120704] Predicted: 0.1259636601889833 Movie Vector: [-1.2644100189208984, 2.1977901458740234] User Vector: [0.41801665945555677, -0.0818747529964153] Predicted: -0.7084879776228425 Movie Vector: [-0.5764538552720773, 1.8424969981712267] User Vector: [-0.7141399383544922, 0.8002758026123047] Predicted: 1.8861744846904511 Movie Vector: [0.8859173582159308, -0.417933448161122] User Vector: [-1.3124284126571857, -0.2936462332155178] Predicted: -1.0399785294014952 Movie Vector: [0.2334115137210418, 0.878683557743775] User Vector: [-1.0048087655558966, -0.3506941812622282] Predicted: -0.5426831458401082 Movie Vector: [1.6509140841176742, -0.24103025159478628] User Vector: [0.18802408635782292, -0.8175201691433928] Predicted: 0.5074587043739318 Movie Vector: [0.6061237758586521, 0.5192564917303657] User Vector: [0.4387016102251568, 0.642007164544526] Predicted: 0.5992738643920928 Movie Vector: [-0.5618455273107026, 0.32196383562547953] User Vector: [0.03794910160787967, 1.0975313311407946] Predicted: 0.33204386408938197 Movie Vector: [0.9558285482827173, 0.4361851177906214] User Vector: [0.7842324314191466, -0.5664772613238134] Predicted: 0.5025027954833524 Movie Vector: [-0.3536866439730039, -0.15883496796859845] User Vector: [-0.2580867598268878, 1.2573982058535051] Predicted: -0.10843696381347602 Movie Vector: [0.1909873468774395, -1.3198048001557607] User Vector: [-0.2977275848388672, 0.9148120880126953] Predicted: -1.2642355865202726 Movie Vector: [-2.2179126739501953, 1.1557674407958984] User Vector: [0.2178745203453269, -0.4851249894767979] Predicted: -1.043918327558456 Movie Vector: [0.0067004616539344634, 0.8872491651203743] User Vector: [-0.08592700632692635, -0.3268122131822693] Predicted: -0.29053961390804117 Movie Vector: [-0.7785243362960084, -0.49371935056908234] User Vector: [1.1594063563153072, 0.03996257395527839] Predicted: -0.9223563601080169 Movie Vector: [1.2926046734877912, 1.7590519736172183] User Vector: [-0.5039745469294926, -0.380035294463453] Predicted: -1.3199416894500922 Movie Vector: [-0.47905007661942645, -1.3626307955694454] User Vector: [0.4039558375543919, -0.4952680627143632] Predicted: 0.4813524393853147 Movie Vector: [-1.0916003244337715, 1.3452007848529544] User Vector: [-0.04283405435783136, -0.22967515695523846] Predicted: -0.2622015337635898 Movie Vector: [-0.1798001518220133, -1.1358453272232711] User Vector: [0.3879468006875886, -1.5125398511932455] Predicted: 1.6482584285543371 Movie Vector: [-0.1290902978215604, 1.42633559163479] User Vector: [-0.7848301920998909, 0.4829254790969225] Predicted: 0.7901277621807508 Movie Vector: [-0.32653690255833256, 0.5678895641656989] User Vector: [0.35968218820656134, -1.2685895926453146] Predicted: -0.8378682985148629 Movie Vector: [0.5369568768314252, -0.4215857181697054] User Vector: [0.3226757049560547, 0.3893566131591797] Predicted: 0.00911575137974463 Movie Vector: [1.907486411582341, -0.7436344129034784] User Vector: [1.2326482527070655, 1.6538519038102681] Predicted: 1.1213986027801939 Movie Vector: [0.9862232208251953, -1.1498165130615234] User Vector: [-0.8466433465784321, 0.374955798251238] Predicted: -1.2661096966502419 Movie Vector: [-0.7026004791259766, -2.3625850677490234] User Vector:
avg loss: 15.414578002800235: 2%|▉ | 1513/70000 [00:02<01:57, 584.95it/s]
[0.06897027384808571, 1.4255602369356615] Predicted: -3.4164658764120683 Movie Vector: [-0.49907028575108014, -0.43876591424986777] User Vector: [0.7320585031688569, 1.3243756366770267] Predicted: -0.9464395333998357 Movie Vector: [0.2800464630126953, 0.7504367828369141] User Vector: [-0.1334377176103575, -0.19981054344868387] Predicted: -0.18731394225179324 Movie Vector: [-0.4965972550918394, -1.3521415975442714] User Vector: [0.26816139983471216, 1.0989075505682906] Predicted: -1.619046826058374 Movie Vector: [1.3990624037382655, -0.0842095164140369] User Vector: [-0.3373207750420812, -0.9289648370143144] Predicted: -0.39370513467060875 Movie Vector: [0.5526691466898407, 1.906708517534607] User Vector: [0.7691669464111328, -1.6433238983154297] Predicted: -2.7082448340511327 Movie Vector: [0.008363723754882812, 0.31670570373535156] User Vector: [-0.9309573068926975, 0.2681570719270103] Predicted: 0.07714060443381492 Movie Vector: [-0.5348804271439178, 1.2523547262414352] User Vector: [-0.08999009522057436, -0.41910701797395944] Predicted: -0.4767367141903396 Movie Vector: [-1.9260311126708984, -0.06022453308105469] User Vector: [0.2734924044885648, 0.9576638733273573] Predicted: -0.5844297397438843 Movie Vector: [0.47154830522420804, -1.5876205537501293] User Vector: [0.5512720002375056, -0.44167717521903016] Predicted: 0.9611671389295844 Movie Vector: [0.2351335492840727, -0.10368485021495778] User Vector: [1.0593546711256911, 1.416342455096229] Predicted: 0.10223656846270729 Movie Vector: [-0.03185133330662934, -0.7873115955552039] User Vector: [0.5575306468835421, 0.158825775357974] Predicted: -0.14280346907492725 Movie Vector: [-0.2956464973217581, -0.424655959776581] User Vector: [-1.0263477154867489, 1.580224556943688] Predicted: -0.36761566877359864 Movie Vector: [-0.700202705572624, -0.38909708509547336] User Vector: [-1.2981128692626953, -0.11092185974121094] Predicted: 0.9521015154950554 Movie Vector: [-0.9936589243544993, -0.18757234166781078] User Vector: [0.6659793853759766, 0.8498668670654297] Predicted: -0.8211678780763122 Movie Vector: [0.43854713439941406, 0.27709007263183594] User Vector: [-0.5517408519619881, 0.03305997251591192] Predicted: -0.23280377937338068 Movie Vector: [-0.24641126272425434, -0.6932640932780452] User Vector: [1.290972972374697, -0.7697618985753071] Predicted: 0.21553800439006382 Movie Vector: [-0.8934497833251953, -0.3272533416748047] User Vector: [0.46331543849125256, 0.1350699371986364] Predicted: -0.4581511664392872 Movie Vector: [0.8758145459104952, 0.4623432065640082] User Vector: [-0.676999970564218, -0.9610855365512174] Predicted: -1.0372777905524995 Movie Vector: [0.4607890114048407, -2.216380807739872] User Vector: [0.5728008027975728, -0.914793655693455] Predicted: 2.2914714171741632 Movie Vector: [-0.8501166542807357, 0.6299760007416515] User Vector: [-1.0064411163330078, -0.3253650665283203] Predicted: 0.6506201711550327 Movie Vector: [-0.22293395470755603, 1.5665283810904935] User Vector: [0.11612564544417163, -0.06955806075644716] Predicted: -0.13485302569042804 Movie Vector: [-1.759726169679259, 1.3382155073958188] User Vector: [0.380481797581357, 0.33141547066637833] Predicted: -0.22603845405388884 Movie Vector: [-0.4049963592975967, -0.25629456082254976] User Vector: [-0.07228501245039393, 0.07368196488209214] Predicted: 0.010390880044192651 Movie Vector: [-0.23091227213539348, -1.1294011653385119] User Vector: [-0.7430330439125191, 0.8926257101923011] Predicted: -0.8365570688607843 Movie Vector: [0.22238233769732585, -0.2809435439607006] User Vector: [1.028644847019122, 1.356754565542308] Predicted: -0.15241899018789615 Movie Vector: [0.353821849111918, 0.731487746064882] User Vector: [1.197994618188116, 0.5653922357060148] Predicted: 0.8374541631726227 Movie Vector: [-0.28073847632944604, -0.005384199723545705] User Vector: [1.8295414261344358, 1.42692927532847] Predicted: -0.5213055445643261 Movie Vector: [-1.3510990142822266, -2.0523738861083984] User Vector: [-0.7035541534423828, 1.498270034790039] Predicted: -2.124438970531628 Movie Vector: [-1.2677176081641546, 0.5637958387158952] User Vector: [-1.331131230193407, -0.12926990080206865] Predicted: 1.6146166671499718 Movie Vector: [-1.565506054967738, -0.5387520473512931] User Vector: [0.15563011169433594, 1.6614437103271484] Predicted: -1.1387460826904683 Movie Vector: [-0.1649188995361328, -0.13031959533691406] User Vector: [-0.33453784379344764, 0.30931661064278915] Predicted: 0.014861597521651997 Movie Vector: [-1.6873692878351727, 1.4012413609445207] User Vector: [1.0988712310791016, -0.27785301208496094] Predicted: -2.243540699404968 Movie Vector: [-1.4280803667745898, 1.3356793499651318] User Vector: [-0.05503654479980469, 1.0356807708740234] Predicted: 1.4619340278961135 Movie Vector: [-1.4318896094296336, 1.4073618907890963] User Vector: [0.32810346029647686, -0.7110258513325627] Predicted: -1.470478622147756 Movie Vector: [2.2940557824065624, -0.060877998789846344] User Vector: [0.28407439977537585, 0.06941741818774555] Predicted: 0.6474565259379466 Movie Vector: [0.15068502345293794, 0.8318304871155402] User Vector: [0.30612273528694517, -1.3329870814387903] Predicted: -1.0626911817257603 Movie Vector: [-0.04106797944605162, 0.6039512408267117] User Vector: [-0.6322765350341797, 0.2502155303955078] Predicted: 0.17708429980148518 Movie Vector: [1.3475478776551535, -0.2260779895927135] User Vector: [0.16565823827253826, 0.6837190318263] Predicted: 0.06865858323868426 Movie Vector: [-2.6001537476406704, -0.9618228110712371] User Vector: [0.2622958529304667, -0.6069543356779298] Predicted: -0.09822701965413738 Movie Vector: [1.531150928209201, -0.9982603223269072] User Vector: [1.0628795623779297, -1.108560562133789] Predicted: 2.7340610525841305 Movie Vector: [0.046998082994723966, -0.7648494766553939] User Vector: [-0.9391573185386642, 0.5348503943648596] Predicted: -0.4532186378206765 Movie Vector: [0.03426193150992686, 1.1461496900774724] User Vector: [-2.1939563751220703, 0.12732505798339844] Predicted: 0.07076439268656855 Movie Vector: [-1.378576386906257, -0.33816242692884135] User Vector: [-0.5601187717424425, 0.2431311263834165] Predicted: 0.689948700827308 Movie Vector: [0.08543512207175122, 1.6922723146701215] User Vector: [0.7141408193890775, -0.4564685548101554] Predicted: -0.7114563897417806 Movie Vector: [0.995503965484538, 1.01339814731742] User Vector: [-0.5952820503199387, 1.71175385324837] Predicted: 1.1420825418700877 Movie Vector: [-0.29699240054882686, -0.2184275364052033] User Vector: [0.47772923748002616, 1.0279957209946873] Predicted: -0.3664245258235138 Movie Vector: [-1.8989805506331352, 0.14101888012164918] User Vector: [1.1286330185439961, -0.320405105458873] Predicted: -2.1884353201744844 Movie Vector: [-0.3384364461232992, 0.4393230238228045] User Vector: [1.0419579375488288, 0.7150971415700321] Predicted: -0.03847790283239749 Movie Vector: [0.8082551087834733, -1.2712909658415896] User Vector: [-0.3804865284099439, -0.9034539857743369] Predicted: 0.8410227097578652 Movie Vector: [-0.4713153839111328, 0.05047798156738281] User Vector: [-0.30725217298105867, 0.22203712008362053] Predicted: 0.1560206615209532 Movie Vector: [0.3773976490383558, 0.13729345637648083] User Vector: [-0.7828989088601678, 0.6976401690916427] Predicted: -0.19968277751685717 Movie Vector: [-0.8962100221658736, -1.1859134105674196] User Vector: [-0.44867515563964844, 0.8698177337646484] Predicted: -0.6294213440397718 Movie Vector: [-1.1121569679507821, 0.3255412891969403] User Vector: [-1.941104052718965, -0.04426576057211291] Predicted: 2.1444020649849707 Movie Vector: [-2.156249105378653, 2.2145274058953994] User Vector: [-1.554323930505711, -0.31555078209186066] Predicted: 2.6527137297274184 Movie Vector: [-0.6942216542772441, -0.8526643327852205] User Vector: [-0.9746528180085282, 0.5236514823920674] Predicted: 0.23012614981803442 Movie Vector: [-0.20655229731341485, 1.5567159377154358] User Vector: [-0.36942891375936776, -0.30774368834553273] Predicted: -0.402763113547826 Movie Vector: [0.5710565808843455, 0.6623984965082675] User Vector: [1.1005969438724075, 1.398156199305476] Predicted: 1.554639692003198 Movie Vector: [-0.6596851348876953, -0.1865100860595703] User Vector: [0.061486628118466724, -1.0565275380868169] Predicted: 0.15649122748875788 Movie Vector: [-0.2041060331698845, 1.6143451043060795] User Vector: [-0.2817249298095703, -0.43381690979003906] Predicted: -0.6428284466162462 Movie Vector: [-0.4383912891437272, 0.763058297495351] User Vector: [0.26566452996781315, 0.8947934608363787] Predicted: 0.5663145590634283 Movie Vector: [-0.1498392746152693, 0.6469961204079235] User Vector: [-1.5244579315185547, 0.9867954254150391] Predicted: 0.8668764825200508 Movie Vector: [0.3159290931596536, -0.9116058814425346] User Vector: [-0.25014430169469704, -0.1014121857523067] Predicted: 0.01342008258828517 Movie Vector: [0.32289076865484445, -1.520238280052516] User Vector: [-0.46402662046517085, 0.45777583023035207] Predicted: -0.8457582529573118 Movie Vector: [-0.41164395682118554, 1.573092279807645] User Vector: [1.6232744853929348, 0.40773315310214364] Predicted: -0.026809256807410753 Movie Vector: [0.5606996250479882, -1.35006261598987] User Vector: [1.0642361313538262, 1.685814059262888] Predicted: -1.6792377391083448 Movie Vector: [0.7848583554551822, 1.4106366602149807] User Vector: [-0.9755039215087891, 0.020685195922851562] Predicted: -0.7364531078829655 Movie Vector: [-0.569574180102464, 1.9491724809658508] User Vector: [1.301126480102539, -1.7636966705322266] Predicted: -4.17883706308652 Movie Vector: [0.9381771087646484, -1.0011005401611328] User Vector: [-0.5572958274620634, -0.8978936226702814] Predicted: 0.37603960252749413 Movie Vector: [-0.21035765068652906, -0.6689241169163759] User Vector: [-0.28098292457941154, -1.0816610924763306] Predicted: 0.782656098985087 Movie Vector: [0.26284217834472656, -0.9253787994384766] User Vector: [2.142698938130435, -1.3161906079801533] Predicted: 1.7811665410800088 Movie Vector: [2.5897645794402346, 0.37807845680111196] User Vector: [-0.08956778423536352, -0.9381211929274883] Predicted: -0.5866428879861328 Movie Vector: [1.9839880256267497, 0.5347820045718827] User Vector: [-0.5291648906967638, 0.4055831757769348] Predicted: -0.8329582229618476 Movie Vector: [-0.1980353896543845, 0.03332071317845857] User Vector: [3.8452320167968743, -1.5302877104942854] Predicted: -0.8124822986397839 Movie Vector: [0.6978497205311992, -0.6735158090179447] User Vector: [0.5534164905816183, -0.06786860602750865] Predicted: 0.43191212238527704 Movie Vector: [1.71351974190137, 0.39091790963608125] User Vector: [2.145287277967111, -1.325303280937309] Predicted: 3.157907314628643 Movie Vector: [0.19894844737389322, 0.10080664464661346] User Vector: [0.2735155889404283, -0.012872396559654149] Predicted: 0.05311787864651487 Movie Vector: [1.3827037811279297, 1.3296794891357422] User Vector: [-0.46725398300312687, 1.8420832248248433] Predicted: 1.8033064322851091 Movie Vector: [-1.4958120318954746, 1.3102343760472384] User Vector: [-1.1513694928864453, -0.36962613029355273] Predicted: 1.2379354784210077 Movie Vector: [-0.44085800226683397, -1.1237258530329894] User Vector: [-0.5760741385610675, -0.7354068326382986] Predicted: 1.0803625642163805 Movie Vector: [-0.1379332605546305, 0.11828409243875562] User Vector: [-0.1925999943378996, -0.4986858293234388] Predicted: -0.03242065553176128 Movie Vector: [0.05744476461922743, -0.6347375291744106] User Vector: [0.1557127565908128, -0.20124240086767342] Predicted: 0.1366809869424436 Movie Vector: [-0.16264136307275212, -0.9083353030848316] User Vector: [0.7446284065962817, -0.5963206938244399] Predicted: 0.42055175912926884 Movie Vector: [-0.407425813167079, 0.1699932938081181] User Vector: [-0.1363611695515844, 0.12023447112532853] Predicted: 0.07599611416483987 Movie Vector: [0.5906200408935547, -0.8075237274169922] User Vector: [-0.3901191306114471, -0.6037231228683122] Predicted: 0.2571085696313553 Movie Vector: [-0.6581788268738473, 0.5460066077283532] User Vector: [-0.6594944000244141, -0.2505970001220703] Predicted: 0.2972376325943873 Movie Vector: [0.09898185729980469, 0.9116458892822266] User Vector: [0.7887849960417288, -0.3796000217288526] Predicted: -0.26798539546212297 Movie Vector: [-0.41508805661111936, -1.441051114801857] User Vector: [-1.2093797163276419, 0.08009395382965406] Predicted: 0.38657959470023623 Movie Vector: [-0.9202480316162109, -0.49651145935058594] User Vector: [0.11674900070132721, 0.7265461278918908] Predicted: -0.46817651633367613 Movie Vector: [-0.38760327068542655, 1.9404432428777407] User Vector: [-0.25872230529785156, -0.16386985778808594] Predicted: -0.21769854652350695 Movie Vector: [-0.8081662398642624, 0.017974208798902894] User Vector: [-1.7004093479464797, 0.32048217201841706] Predicted: 1.3799738424361336 Movie Vector: [-1.0622307841035126, 0.9770762257448519] User Vector: [1.0914960314545774, -1.0463082846969953] Predicted: -2.181743635115178 Movie Vector: [-0.2596935680936855, -0.3141231000909067] User Vector: [-0.8941334609323836, 0.5863620592562381] Predicted: 0.04801084099222919 Movie Vector: [1.6313093518690442, 0.7320927508272649] User Vector: [-0.022925292948212356, -1.0803929760510667] Predicted: -0.828346110592437 Movie Vector: [0.09360313415527344, -1.3283252716064453] User Vector: [0.9322622467345748, -0.0861542865922415] Predicted: 0.20170358428669174 Movie Vector: [-0.158303547390695, -0.7517951989425853] User Vector: [-1.057846693063215, 1.5349805622544572] Predicted: -0.9865301330656685 Movie Vector: [-2.1805398966065868, 2.2095960154566567] User Vector: [0.7831495441557184, -1.295291455830068] Predicted: -4.569759665697976 Movie Vector: [-2.5220203399658203, 1.1578083038330078] User Vector: [0.6418098798130201, 1.9549746347483528] Predicted: 0.6448282946150892 Movie Vector: [-1.033308969430565, -1.6188057619845453] User Vector: [-0.9286310278278308, 0.5446340998834359] Predicted: 0.07790595128144984 Movie Vector: [0.5739805876513365, 1.0157125369731321] User Vector: [-0.7677984194785665, -1.5853579238249977] Predicted: -2.0509693068288213 Movie Vector: [-0.30002450519188717, 0.10424949274311798] User Vector: [0.4456597546294441, 1.1314032970603212] Predicted: -0.015760627560207116 Movie Vector: [1.5423870086669922, 0.7227993011474609] User Vector: [0.5640506744384766, 1.5032291412353516] Predicted: 1.9565174052331713 Movie Vector: [0.2672587542690809, 0.29488699392713347] User Vector: [-0.08882203952257067, -0.30124212507362946] Predicted: -0.11257085234162546 Movie Vector: [-1.225768560495368, -1.5410228926091702] User Vector: [0.8561680688456574, -0.3001717744402637] Predicted: -0.5868923251634781 Movie Vector: [-0.18154924909389109, 0.005352233373883908] User Vector: [0.5001926422119141, 1.2392902374267578] Predicted: -0.08417662802717832 Movie Vector: [-0.41574269886532145, 0.21024417650263177] User Vector: [-0.9250907068969242, 0.40512892830892355] Predicted: 0.4697757050902587 Movie Vector: [-1.5225142367346851, -0.07978889927412564] User Vector: [-0.6353771768807158, 0.6227635552867768] Predicted: 0.917681178912809 Movie Vector: [1.7591517395927014, 0.2697625009255038] User Vector: [-0.08440971374511719, -0.6577968597412109] Predicted: -0.32593842075797674 Movie Vector: [-0.009191936971714776, -1.0312221919396432] User Vector: [0.6898503024813248, 1.139621190462138] Predicted: -1.1815437225095582 Movie Vector: [1.7427199345228181, 0.14171100903812353] User Vector: [-0.02307884524357251, 0.25424370450819966] Predicted: -0.004190831764293447 Movie Vector: [1.1570072174072266, 0.5470561981201172] User Vector: [1.5486819590802978, 0.69278756803852] Predicted: 2.1708299372003026 Movie Vector: [-1.468225002194693, 0.9358312428239779] User Vector: [0.2639078893790662, 0.1859962154382833] Predicted: -0.21341509200861125 Movie Vector: [1.3831806182861328, -2.075967788696289] User Vector: [0.3880600524934841, -1.193561645059787] Predicted: 3.0145526723075577 Movie Vector: [1.4257424270621373, 1.2777778461464757] User Vector: [0.5181598139484964, -0.41373836683442616] Predicted: 0.21009671150314124 Movie Vector: [-1.2626540963655968, 1.5362034195760312] User Vector: [0.6214437756434044, -1.0564750147254975] Predicted: -2.4076290592949947 Movie Vector: [0.7134529455460611, -0.6707422278680872] User Vector: [0.8254723892455456, -0.1383189130092814] Predicted: 0.6817120434423167 Movie Vector: [-0.5844402313232422, 1.550283432006836] User Vector: [0.25494854784941545, 0.6532660073269102] Predicted: 0.863745279571528 Movie Vector: [-2.1191274668331515, 0.7184590123781702] User Vector: [0.7850662384155397, 0.22082354169363758] Predicted: -1.5050027654346931 Movie Vector: [0.6538910384576421, 0.3133306809204578] User Vector: [-0.4196468047418244, 0.07073184674971106] Predicted: -0.2522408272332145 Movie Vector: [0.20897865295410156, -0.40480613708496094] User Vector: [-0.11717316810536697, -0.8919320757405684] Predicted: 0.3365728872896862 Movie Vector: [0.26467138205360796, 0.2377436819040723] User Vector: [-1.5156609393822387, -0.5636299095655725] Predicted: -0.5351515254823453 Movie Vector: [1.027869939114841, -1.700704281273448] User Vector: [-0.33148866796548015, -0.33153810821177876] Predicted: 0.2231210430821341 Movie Vector: [-1.204824447631836, 0.6840801239013672] User Vector: [-0.8005123562346265, -1.300980766327158] Predicted: 0.07450177360046539 Movie Vector: [1.129589608352992, -1.1667629856352684] User Vector: [-0.1899703292916384, 0.14260221845006704] Predicted: -0.3809715000202437 Movie Vector: [2.129802037266481, -0.8727693438692757] User Vector: [0.8321257856402997, 0.21546565732934547] Predicted: 1.5842113731449863 Movie Vector: [-0.38493351620043603, -0.04799547626318845] User Vector: [0.7155664088308885, -1.2690830492790388] Predicted: -0.21453524845850572 Movie Vector:
avg loss: 15.472886196134244: 2%|█ | 1648/70000 [00:02<01:52, 607.08it/s]
[0.8225026319820614, -0.7125833016973087] User Vector: [-0.7783031463623047, 0.7276439666748047] Predicted: -1.1586633265961739 Movie Vector: [0.25345802307128906, -0.7579708099365234] User Vector: [-1.6780668332589632, -0.5425147930132608] Predicted: -0.014109125076508633 Movie Vector: [-0.069163793546884, 0.7057834814146666] User Vector: [0.3637879031894753, -0.32589190229839293] Predicted: -0.2551700728000589 Movie Vector: [1.8135367993782399, -0.03501452240907016] User Vector: [0.5038315331248736, -0.7564501275359342] Predicted: 0.9402037659510659 Movie Vector: [-0.16938099323832212, -0.07030781758836502] User Vector: [-1.0980829710999225, 0.7148108416028776] Predicted: 0.13573759404139185 Movie Vector: [-0.5556987844509826, -0.4381870292652803] User Vector: [1.3144444449921349, 0.6784366556441624] Predicted: -1.0277173229918635 Movie Vector: [0.9808549931722136, 2.0406044051296597] User Vector: [-0.9298572374075479, 0.30981295280766263] Predicted: -0.27984943798297013 Movie Vector: [-0.12086593933134585, -1.1168769439909843] User Vector: [1.8837448744235867, 0.93071137024003] Predicted: -1.2671706646391612 Movie Vector: [0.3399653422177126, -1.1941787309034155] User Vector: [-0.6845734420386097, -1.6804314351105576] Predicted: 1.7740042340547177 Movie Vector: [-0.17562596005290504, -0.10570883466741471] User Vector: [2.6496015920295273, -0.08839116069397152] Predicted: -0.4559950967660314 Movie Vector: [-0.7614157784513774, -0.3943276532879312] User Vector: [-0.05727363165453965, 0.5130411139607998] Predicted: -0.1586972516774095 Movie Vector: [0.30459470545450734, 0.058497062006577415] User Vector: [1.7335909165502827, 1.9668285595501402] Predicted: 0.6430963068095548 Movie Vector: [1.1470743735146236, 0.9030348660059577] User Vector: [-1.065260744353521, -0.30775494180062596] Predicted: -1.499846743590636 Movie Vector: [0.062337061135378055, 0.5978357538197137] User Vector: [-0.6538342973908113, -0.9336137390880681] Predicted: -0.5989057820530146 Movie Vector: [-0.2684797092752385, -0.6264679954549759] User Vector: [-1.5607503955200661, -0.80611420546269] Predicted: 0.9240345628444329 Movie Vector: [0.5141376822660447, -0.7273237670462502] User Vector: [-0.7042910742772536, -0.7516551722164663] Predicted: 0.1845940908067083 Movie Vector: [-1.6106438131201755, 0.006591112965516635] User Vector: [-0.40814742773905643, 0.19468472919154034] Predicted: 0.6586633183715876 Movie Vector: [-0.049659429382998, -0.855967921087082] User Vector: [0.9457264628461871, 1.0771121084625246] Predicted: -0.9689376487557334 Movie Vector: [0.3900877424074864, -0.5318633882184559] User Vector: [0.5269333679769453, 0.06297260194323007] Predicted: 0.17205742647884142 Movie Vector: [-1.8825593425026632, -0.02488119404400404] User Vector: [0.46582678799283983, 0.3456985802859508] Predicted: -0.8855479651807595 Movie Vector: [-1.172621656281426, -0.6296227064291829] User Vector: [1.4410877227783203, 0.19934654235839844] Predicted: -1.815363781848137 Movie Vector: [-0.8791420677858134, -0.041435562879581056] User Vector: [0.6603563872257465, 0.08369638962207465] Predicted: -0.5840150867561915 Movie Vector: [0.6890099973380509, -1.1468112667985249] User Vector: [-0.03792014600696253, 0.9372363162370969] Predicted: -1.1009605268127636 Movie Vector: [-1.225623759207978, -0.8257396771124065] User Vector: [-1.621468567113211, 0.48487118759679415] Predicted: 1.5869330227755811 Movie Vector: [0.8722055999310692, 0.5130265976369551] User Vector: [-0.8350925895480418, 0.35581365865394304] Predicted: -0.5458305623727505 Movie Vector: [-0.4676532352929432, 0.762724058914771] User Vector: [-0.259867962839631, -0.6704260631965212] Predicted: -0.3898219945525617 Movie Vector: [-0.7343387603759766, -0.5222797393798828] User Vector: [1.4702509992708002, -0.08399638431672748] Predicted: -1.0357926865362674 Movie Vector: [0.1374530792236328, -1.3245105743408203] User Vector: [0.556945812428297, -0.1780935855115338] Predicted: 0.31244075411127487 Movie Vector: [-0.06687251544662842, 1.1749405712345589] User Vector: [-2.144502584198949, -0.9074749658903956] Predicted: -0.9228208726171445 Movie Vector: [-0.8030751592447828, 0.41718168951831347] User Vector: [-0.33939212648243516, 1.2208852768852438] Predicted: 0.7818883685403271 Movie Vector: [-0.9321280828650361, 0.04133773637552522] User Vector: [-0.47948624243908466, 0.8432059441620221] Predicted: 0.4817988169549494 Movie Vector: [0.3117727660908031, -2.0184977390083225] User Vector: [0.2966779058881188, 0.7016994077458171] Predicted: -1.3238825766416449 Movie Vector: [1.306873301487256, 1.0958432056311043] User Vector: [0.07458686828613281, -1.3814258575439453] Predicted: -1.4163505532679608 Movie Vector: [-0.27564367833215286, 1.504187156342692] User Vector: [0.023708321414043443, -0.9069700381298786] Predicted: -1.370787731464253 Movie Vector: [-0.35813982069363215, -0.38862539213010006] User Vector: [0.8297537018127821, -2.958090583977324] Predicted: 0.852421271167437 Movie Vector: [1.5758200062635817, 2.022120418523327] User Vector: [-1.2171177081293238, 1.1163207273421747] Predicted: 0.3393765019315558 Movie Vector: [0.9990596771240234, -0.2885723114013672] User Vector: [-0.6415382318971254, -0.20068149740866953] Predicted: -0.5830238552591518 Movie Vector: [1.382926489301051, -2.075186160678815] User Vector: [1.0804462432861328, 0.7003116607666016] Predicted: 0.04090066352135224 Movie Vector: [-1.0257751647402695, 0.7325310245022636] User Vector: [-0.1315454961611417, 0.6315535837308701] Predicted: 0.597568696713986 Movie Vector: [0.8744050610110565, 0.06454933102551938] User Vector: [1.0323619842529297, -0.0001811981201171875] Predicted: 0.9026908476087416 Movie Vector: [0.2368440717726257, 1.5954938886526788] User Vector: [0.6330849400691637, -2.3723944536120327] Predicted: -3.6351984372276003 Movie Vector: [0.3360465513436056, 0.6498152638698962] User Vector: [-1.5608294570808696, 0.32436636069542635] Predicted: -0.31373314402172214 Movie Vector: [-1.7801474822734333, 0.05112052075268166] User Vector: [0.6209705585565636, 1.2267108287901027] Predicted: -1.0427090799996905 Movie Vector: [1.475973129272461, 0.24155616760253906] User Vector: [0.018337863176473988, -1.4252452111926717] Predicted: -0.31721057781282264 Movie Vector: [-0.8595659719999873, -0.7638298314316709] User Vector: [0.22967407466367729, -0.9818382159552833] Predicted: 0.5525372997548151 Movie Vector: [1.8025684356689453, -1.0671138763427734] User Vector: [-1.266934352918695, -0.447399158085062] Predicted: -1.8063100247792556 Movie Vector: [-0.2943454892547647, -0.2504422275630137] User Vector: [-0.11450945882025662, 0.8103273387126851] Predicted: -0.1692348410816668 Movie Vector: [1.4003626408738732, -1.416056951640055] User Vector: [0.553026035247059, 0.047479322739052476] Predicted: 0.7072035741667821 Movie Vector: [-0.08021646199681716, -0.32987700641290474] User Vector: [-0.6811301288635242, 0.5806294449294495] Predicted: -0.13689845403164527 Movie Vector: [-0.903716412825172, -0.941552591788005] User Vector: [-2.1878983310651843, 0.3299822057937631] Predicted: 1.6665440302673684 Movie Vector: [-1.6968043040693108, -0.45091234768273425] User Vector: [-1.1921024322509766, 0.010442733764648438] Predicted: 2.018055780336908 Movie Vector: [-0.1994349859167543, 0.3596176577510314] User Vector: [-0.24244144262688433, 0.7107470796060287] Predicted: 0.30394850571723614 Movie Vector: [-0.3925600048128111, 1.2741496077429038] User Vector: [-0.06419292052222897, -1.1625431557062411] Predicted: -1.45605433263815 Movie Vector: [-0.2377033233642578, 0.1769733428955078] User Vector: [0.21765373756580048, 0.9783604349503914] Predicted: 0.12140669996783099 Movie Vector: [-0.1490798613320698, 0.5692787040302179] User Vector: [-0.5999851226806641, -1.1049175262451172] Predicted: -0.5395603185105562 Movie Vector: [0.13826250750958552, 0.19601056834353445] User Vector: [-1.2167723754665971, 0.34706505509458585] Predicted: -0.10020558099913672 Movie Vector: [-0.7094827736541551, 0.6389319218652602] User Vector: [1.7568302154541016, 0.03714561462402344] Predicted: -1.2227072551592093 Movie Vector: [0.3225421905517578, -0.7541370391845703] User Vector: [-0.587910731496948, 0.22956365335972184] Predicted: -0.36274846903500557 Movie Vector: [0.15364073257740435, -0.8569362962175331] User Vector: [-1.072244916668852, 0.17267724101657791] Predicted: -0.3127138898572088 Movie Vector: [-0.056680037701089384, -0.7058047536398213] User Vector: [1.7124462127685547, 0.9684467315673828] Predicted: -0.7805958226880163 Movie Vector: [-2.5517810898176414, -1.0737574606889555] User Vector: [-2.242126303118403, 0.27348385419860044] Predicted: 5.42776017245656 Movie Vector: [0.45319677243908724, 0.11347028645903225] User Vector: [-0.7820901452989792, -0.9229545112587438] Predicted: -0.4591686423870999 Movie Vector: [-0.8787103350518961, 0.8887282568298754] User Vector: [0.22506526412519506, 0.7325342663698021] Predicted: 0.45325672797099226 Movie Vector: [0.7964547841055742, 2.078155765390309] User Vector: [1.130075454711914, -1.7314624786376953] Predicted: -2.698194730232335 Movie Vector: [-0.3647734494645023, 0.7861249583518506] User Vector: [1.4713573455810547, -1.2119007110595703] Predicted: -1.489417490350818 Movie Vector: [0.38186073303222656, -0.5211544036865234] User Vector: [-0.023408493806612196, -0.28980616262801173] Predicted: 0.1420949732649078 Movie Vector: [-1.2518024444580078, -0.03235816955566406] User Vector: [-0.2796982602925305, 0.2243649888130999] Predicted: 0.3428669255944728 Movie Vector: [1.0577144679194852, -0.43798279496658693] User Vector: [-0.6050777435302734, 1.493062973022461] Predicted: -1.2939353775335452 Movie Vector: [-1.4705051347881357, 0.5441025711732428] User Vector: [-0.3209046995613712, -1.2086098294886884] Predicted: -0.1857157072874096 Movie Vector: [0.5320262908935547, 0.6962490081787109] User Vector: [0.19025334212613773, -0.795559113200403] Predicted: -0.4526874635718438 Movie Vector: [-1.198972166324533, -0.06501011439161879] User Vector: [1.1843483895386977, 0.38601534596482] Predicted: -1.4450956560862775 Movie Vector: [0.04858847165431225, 0.28611032591065116] User Vector: [-0.15298811486852643, -0.45449569530507195] Predicted: -0.13746937019145822 Movie Vector: [-1.097888323735826, 1.3114846856350495] User Vector: [-0.5245880613356484, 0.08150869376819339] Predicted: 0.6828365109347243 Movie Vector: [-2.6461315155029297, 1.2573909759521484] User Vector: [0.8815722345319591, -1.72075836312863] Predicted: -4.496422110579486 Movie Vector: [-0.6790348799371829, 0.5380816513801793] User Vector: [1.634448504163958, -0.21650081164876256] Predicted: -1.2263426580455967 Movie Vector: [-2.125532768589267, 0.6706737984473761] User Vector: [-0.6884724391511886, 0.27727710397275107] Predicted: 1.6493332182303246 Movie Vector: [0.9135685566509965, -0.08229474474698106] User Vector: [1.2137255520696915, 0.5990164486624674] Predicted: 1.059525595032821 Movie Vector: [-0.0038228889384999964, -0.7609904741149383] User Vector: [0.7146620798500364, -0.24203087303208587] Predicted: 0.18145111505931535 Movie Vector: [0.2610664825859601, -0.11326510822057283] User Vector: [1.0009759560439209, -0.30579029139373587] Predicted: 0.295956642445017 Movie Vector: [1.434772556200775, -0.11279250558394385] User Vector: [0.9606800040065606, 0.9783148902849498] Predicted: 1.268010717314143 Movie Vector: [-0.3361215453134627, -0.1439734339649807] User Vector: [-0.7165622711181641, 1.329793930053711] Predicted: 0.04939701930594165 Movie Vector: [-0.6661600243588907, -1.4244232961596082] User Vector: [0.46839267881267344, -0.22339688283378714] Predicted: 0.0061872458705082845 Movie Vector: [-1.194042769450952, 0.392904534263851] User Vector: [-1.4709949493408203, 0.6568813323974609] Predicted: 2.0145225371315183 Movie Vector: [-1.3108058429104512, -0.30864952681019486] User Vector: [-0.16014085277906975, 0.3187943826787224] Predicted: 0.11151783014793115 Movie Vector: [-1.035002386907884, -0.9217518383880494] User Vector: [-1.632283465913419, -0.6794307825251131] Predicted: 2.3156838561806166 Movie Vector: [-0.16951847218680602, -0.339704836246661] User Vector: [1.6301822662353516, 0.3315448760986328] Predicted: -0.38897340500174743 Movie Vector: [0.7261562347412109, 1.3283443450927734] User Vector: [-0.31721883141675616, -0.7033958688971258] Predicted: -1.1647023570217134 Movie Vector: [1.0013642533794342, -1.7272139202288521] User Vector: [2.133111299421804, -1.3280810768180986] Predicted: 4.429901526793493 Movie Vector: [0.018320083618164062, -1.5078449249267578] User Vector: [0.36331320999301053, -0.6823765192099952] Predicted: 1.035573899766633 Movie Vector: [0.31313437618522183, 1.457286927451833] User Vector: [0.7552599657031641, -0.771176797254415] Predicted: -0.8873280071748992 Movie Vector: [-0.32867386597098996, 0.32493214583998486] User Vector: [-1.6994035478419411, 0.4323640414687768] Predicted: 0.6990385096925248 Movie Vector: [1.860237362631897, -0.10513051298656605] User Vector: [0.34723278961772713, -1.106046170287119] Predicted: 0.7622146100469087 Movie Vector: [0.431248132108314, 0.12391867478661583] User Vector: [1.4445520852819245, 0.019895140988148374] Predicted: 0.625425768016944 Movie Vector: [0.5287647247314453, 1.0068225860595703] User Vector: [3.8112567280066036, -1.5245711521815937] Predicted: 0.4802854445939897 Movie Vector: [-1.1554185934247643, -1.5471895191946095] User Vector: [-1.0564327239990234, 0.6536197662353516] Predicted: 0.20934836015307745 Movie Vector: [-0.4711806955221913, -1.1416902911635614] User Vector: [-1.4096639493596337, 1.4806184514478267] Predicted: -1.0262012708237793 Movie Vector: [1.361112429108077, 0.26621888707719593] User Vector: [-0.3204633516551625, -0.44623549600016316] Predicted: -0.554982968130978 Movie Vector: [-0.9102916717529297, 0.5592441558837891] User Vector: [-0.6129331615972184, 0.10247810325515433] Predicted: 0.6152582326946411 Movie Vector: [0.6732594572818205, 0.6175045661975] User Vector: [1.16343670321558, 1.4710473339201895] Predicted: 1.6916732091770474 Movie Vector: [1.5523242950439453, -0.39795875549316406] User Vector: [-1.5374382861360893, 1.1710159546904606] Predicted: -2.8526188556910315 Movie Vector: [-0.23975840845012672, 0.4778307590046052] User Vector: [-0.11097201122178318, -1.5885841532809348] Predicted: -0.7324678989118729 Movie Vector: [-0.028657913208007812, 0.3045368194580078] User Vector: [-0.7850896859931075, 0.6109923373166166] Predicted: 0.20856869520130925 Movie Vector: [-0.5636398371029954, 0.8704277937145228] User Vector: [-0.8491861696573655, -0.56278005856192] Predicted: -0.01122425038478797 Movie Vector: [-0.6004047393798828, 0.7490253448486328] User Vector: [-0.9868685368175636, -1.0099971130450187] Predicted: -0.16399288924451316 Movie Vector: [0.7832838820445225, 0.3309844375895371] User Vector: [1.3699324885522728, -0.15534536990782571] Predicted: 1.0216291378810574 Movie Vector: [0.03445625305175781, -0.7824039459228516] User Vector: [0.4277324676513672, -1.5489864349365234] Predicted: 1.2266711570191546 Movie Vector: [-0.3591932626012809, -0.97529373881568] User Vector: [-0.3606891632080078, 0.3774738311767578] Predicted: -0.23859074679584874 Movie Vector: [-0.39155342851071373, 0.802465378425171] User Vector: [0.29989808195910056, 0.0004955418873691161] Predicted: -0.11702846698669966 Movie Vector: [0.3188037872314453, 0.38596153259277344] User Vector: [-1.2043380580605172, -0.522224147106811] Predicted: -0.5855059661909559 Movie Vector: [-0.20188331604003906, -0.10310173034667969] User Vector: [0.13500507019452881, -1.0659632419346445] Predicted: 0.0826473834763285 Movie Vector: [0.9668913973583606, 0.31016401204110206] User Vector: [0.3854005522390039, 0.12728598702407923] Predicted: 0.4121200109090544 Movie Vector: [2.4753475189208984, -0.12133598327636719] User Vector: [1.0562390184419137, -0.3297664704922838] Predicted: 2.6545711726363947 Movie Vector: [-0.47115798859042435, 0.3583038031248978] User Vector: [-0.5582141876220703, 0.0036907196044921875] Predicted: 0.2643294727132096
avg loss: 15.36464478353239: 3%|█▏ | 1775/70000 [00:02<01:53, 602.56it/s]
Movie Vector: [-0.7306524880284042, -0.5684848422120091] User Vector: [0.03432074040351148, -0.5944972776356401] Predicted: 0.3128861567053632 Movie Vector: [-1.9633893653363297, -0.18282095579213717] User Vector: [-0.199369138833795, 0.8892612548950837] Predicted: 0.22886365439370088 Movie Vector: [0.28231067550431743, -0.9252352833232246] User Vector: [0.379080508800605, -0.72247165606693] Predicted: 0.7754747419041044 Movie Vector: [0.989438144431144, 0.2316540003819631] User Vector: [0.13376352181511325, 0.5419237749765887] Predicted: 0.25788954119274204 Movie Vector: [0.9600980021795493, -1.701521436510518] User Vector: [0.642562194575597, -1.2781855874705381] Predicted: 2.791782856208048 Movie Vector: [-2.5309791504704657, 0.05683939589278045] User Vector: [0.20812034606933594, 0.9567928314208984] Predicted: -0.47236473015768043 Movie Vector: [-1.0470994153441906, 0.566294869160043] User Vector: [0.8895406075064813, 1.2704268839901918] Predicted: -0.21200122399832588 Movie Vector: [0.07894702246374591, -0.23039140434960234] User Vector: [-0.42374602597716177, -0.4312499147494033] Predicted: 0.06590278645301925 Movie Vector: [0.2342017658016849, 0.4681634810358411] User Vector: [-0.0682833782818158, 0.6267135899676525] Predicted: 0.27741232812321925 Movie Vector: [-0.5690020671957271, -0.06699510663660424] User Vector: [0.12558937072753906, 0.2360057830810547] Predicted: -0.08727184416615082 Movie Vector: [0.45615196228027344, 0.2519702911376953] User Vector: [0.9869585164933583, -0.06939924238691711] Predicted: 0.43271651667870603 Movie Vector: [-0.26345831922809443, 0.1571069136361073] User Vector: [-0.11106449713004074, -1.1933696047140971] Predicted: -0.1582257496839791 Movie Vector: [-2.026510238647461, -0.06440162658691406] User Vector: [-1.2811631175552995, -1.4401770705016101] Predicted: 2.6890399210167955 Movie Vector: [0.57893790442438, -0.3621229199110861] User Vector: [-0.6405607908164181, 0.006397059930263876] Predicted: -0.3731614439124741 Movie Vector: [0.6627178192138672, 0.7846355438232422] User Vector: [0.2885937743933626, -1.144957721266255] Predicted: -0.7071182874757 Movie Vector: [-1.7370447485402982, 0.09504728714623062] User Vector: [1.0888294848963829, 0.5035793287310067] Predicted: -1.8434816897362978 Movie Vector: [-0.5820135252894385, -1.016752792938335] User Vector: [-1.6350241037600244, 1.8775285309189698] Predicted: -0.9573762350706952 Movie Vector: [1.0879063155485906, 0.40078776897361634] User Vector: [-0.5978849393761982, -1.1061241889545996] Predicted: -1.0937638474176172 Movie Vector: [-1.1587200495896182, -0.9732487689907192] User Vector: [0.8077953865034365, -0.20450991137081956] Predicted: -0.7369696908194755 Movie Vector: [1.2177865025122772, 0.7062609210324828] User Vector: [1.5918529677005742, 0.7131996860352801] Predicted: 2.4422421251892255 Movie Vector: [1.5281345566493376, 1.2892311847409959] User Vector: [-0.06806671611747499, -0.02463674006120109] Predicted: -0.1357775546340122 Movie Vector: [1.1459950238942205, -1.820585875088051] User Vector: [-0.7124805450439453, -0.9286785125732422] Predicted: 0.8742398232468223 Movie Vector: [-0.3536637864410606, 1.168662746896395] User Vector: [0.9986030528272372, -0.06296700608666385] Predicted: -0.42675693111156576 Movie Vector: [-1.093101065045581, -0.40952952246949637] User Vector: [0.4508265949953931, 0.33414257882930104] Predicted: -0.6296402818850267 Movie Vector: [-0.9896798075585086, -1.004709535372273] User Vector: [-0.4804537723787957, -0.24720976381599624] Predicted: 0.723869403931665 Movie Vector: [-0.6030574254492289, -1.4545196758273335] User Vector: [1.4749134336494696, -0.11098462169490808] Predicted: -0.7280281820876343 Movie Vector: [-0.589620081549046, -0.850496872846621] User Vector: [-0.0843317987254038, -0.11558100468584129] Predicted: 0.148025005087429 Movie Vector: [0.3437722889004443, 1.1241900970270524] User Vector: [1.326827693864707, 0.3305975939350089] Predicted: 0.8277811344990761 Movie Vector: [0.8738611820088082, -0.6976207681976331] User Vector: [-1.0759167089676451, 0.9326362973317718] Predicted: -1.5908282972350802 Movie Vector: [-1.2592762261265453, 0.4220349129624033] User Vector: [-0.6381284274495936, -0.7829885664430033] Predicted: 0.4731314464134614 Movie Vector: [0.7786000667948554, 0.03743572605168091] User Vector: [-1.1079724553987222, -0.30395091630584303] Predicted: -0.874046051016288 Movie Vector: [-0.6741837084837644, -0.28428637131761214] User Vector: [1.0814547803069159, 0.006246691825198908] Predicted: -0.7308750436965364 Movie Vector: [-0.2792428231901253, -0.012494964016314114] User Vector: [-0.08563833715389313, 1.0590249970172667] Predicted: 0.010681411810053006 Movie Vector: [-0.7871970428219851, -0.8025299370508782] User Vector: [-0.9888967898126675, 1.0303901254676775] Predicted: -0.04846229393273571 Movie Vector: [-1.3605530049030174, 0.2977675140861498] User Vector: [0.7276875070942036, -0.10601457611734091] Predicted: -1.021625121194762 Movie Vector: [0.018178776619442907, -0.5423340759326238] User Vector: [-1.5242581829581816, -0.043379974203713895] Predicted: -0.004182710794602487 Movie Vector: [1.002664566040039, 0.14245033264160156] User Vector: [-0.568653788494181, -0.2562659524466522] Predicted: -0.6066741742382846 Movie Vector: [1.6709452155373978, 0.4395344028287491] User Vector: [-0.3485157356978561, -1.014255867790776] Predicted: -1.0281510482688023 Movie Vector: [0.6637979096823752, 0.6018242994572267] User Vector: [-0.3165929316388689, 1.4620576508625827] Predicted: 0.6697480952543561 Movie Vector: [1.0243806725871627, -0.3093038159994621] User Vector: [-0.2076846648716448, -0.22392845756728724] Predicted: -0.1434862302508194 Movie Vector: [-0.12647087360193857, -0.7241265964064487] User Vector: [0.9482612069378427, -0.31319607690422907] Predicted: 0.10686618593225415 Movie Vector: [-1.280984878540039, 0.19738197326660156] User Vector: [0.49799950268715865, 0.16340601282845912] Predicted: -0.6056764312070009 Movie Vector: [-0.19422164082564425, 0.9069800311347445] User Vector: [-0.43039217841884614, -0.6799967739309196] Predicted: -0.5331520201003596 Movie Vector: [-1.311330795288086, 0.18790245056152344] User Vector: [-0.6505191784830952, -1.8000520910553388] Predicted: 0.5148116326226968 Movie Vector: [-0.3784698208457178, -0.2362310501929018] User Vector: [-1.038469270489287, 1.4912014132152438] Predicted: 0.04076120286288737 Movie Vector: [-0.6824891420588965, -0.062376365470496895] User Vector: [0.8107555297420006, -0.08184695682745147] Predicted: -0.548226530221407 Movie Vector: [-0.9349387148537135, 0.7102287773190833] User Vector: [-0.8165073394775391, -1.068582534790039] Predicted: 0.004446255491298845 Movie Vector: [0.1599667679093088, 0.19880710270760438] User Vector: [0.37864655183791474, -0.4152974312432684] Predicted: -0.02199321398986895 Movie Vector: [1.626328245662213, 0.49734974575502483] User Vector: [0.9122369196313888, 0.2224251836966714] Predicted: 1.594219777693472 Movie Vector: [-0.43670784178078476, 1.9093413281322087] User Vector: [-1.7648608046042056, 1.6507093549495282] Predicted: 3.9224961451617957 Movie Vector: [-1.354501034040628, 0.17668954119117114] User Vector: [0.6083536833473556, -1.2175599898400598] Predicted: -1.0391458091339851 Movie Vector: [-0.18830299377441406, -0.46837806701660156] User Vector: [0.5611986335256208, -0.21907416263647755] Predicted: -0.0030658499660307093 Movie Vector: [0.4649066925048828, -0.39681434631347656] User Vector: [0.7671260833740234, -2.0666027069091797] Predicted: 1.1766996523874695 Movie Vector: [-0.6380715058836219, 0.5653147610963858] User Vector: [-0.15387822659025824, 1.1281271039760679] Predicted: 0.7359322160337356 Movie Vector: [0.46165916526466244, -0.2292180531853874] User Vector: [1.0079407200469448, 0.9745995595484869] Predicted: 0.24192925777809515 Movie Vector: [-1.6976456244057592, -1.8862600792114885] User Vector: [0.5607984075261477, -0.4119711577859577] Predicted: -0.17495221399229322 Movie Vector: [0.13356864858327688, -0.25250171188613674] User Vector: [-0.9339689727471617, 0.4504149597582315] Predicted: -0.23847952190662858 Movie Vector: [0.5502223968505859, 0.7531070709228516] User Vector: [0.06772167565901221, -0.6454119637970714] Predicted: -0.4488023308939383 Movie Vector: [1.910829299023059, -0.2662818188711802] User Vector: [-0.3167152957919075, 0.2234081257581987] Predicted: -0.6646783887254258 Movie Vector: [-1.9882509233429848, -0.07192906750407164] User Vector: [0.02956368647182872, -0.9148038262157651] Predicted: 0.007020959243820832 Movie Vector: [0.2829750695855775, 0.4476383675413525] User Vector: [1.7255101485549198, -0.40747720464181136] Predicted: 0.3058739236617745 Movie Vector: [0.3693993516671501, 0.8904838029405181] User Vector: [-0.7899791389101245, 0.6629507067006779] Predicted: 0.29852908472095013 Movie Vector: [1.0124275751550162, -0.7419946895318823] User Vector: [0.08355269772535315, -0.13992210833411883] Predicted: 0.18841251648776022 Movie Vector: [-0.35696983337402344, -0.3619861602783203] User Vector: [-0.13014702967995417, -1.2400087610910973] Predicted: 0.4953245736378206 Movie Vector: [-0.13902847968359244, -1.185182880450783] User Vector: [0.3669658078516109, -0.4914006592204142] Predicted: 0.5313809503887933 Movie Vector: [-0.9651748040164515, -0.5700263915899229] User Vector: [-1.105309324071624, 0.8031936935476148] Predicted: 0.6089751073576571 Movie Vector: [0.29170830902368006, 0.36077927097564233] User Vector: [-1.2812446536395536, 1.1482575326964461] Predicted: 0.04051780417968881 Movie Vector: [0.6068038149806441, -0.5109241621402497] User Vector: [-0.36980628967285156, 0.8525753021240234] Predicted: -0.6600011892765104 Movie Vector: [-0.2633911250854417, 0.13952420104910968] User Vector: [0.7102289853750441, 0.5242955195038412] Predicted: -0.11391609805382324 Movie Vector: [-1.0166441859448487, 0.6115905981020857] User Vector: [-1.1625540048450875, -0.427804860332803] Predicted: 0.9202623394707395 Movie Vector: [0.13538283323060296, -2.1602292838191595] User Vector: [-1.276827782013849, -0.21986480214519152] Predicted: 0.30209782139856667 Movie Vector: [-0.6846567721061064, -1.4738184243644707] User Vector: [0.5559801163946665, 1.2218735331412414] Predicted: -2.1814752772328228 Movie Vector: [-0.9865274477883419, -1.016842845314328] User Vector: [-0.21722506254215157, -0.7843339061382626] Predicted: 1.0118428073395036 Movie Vector: [-1.317282423944834, 0.19998947514853532] User Vector: [-1.2319978684390704, 0.08453641204804575] Predicted: 1.6397955311087165 Movie Vector: [0.587497308735303, 1.0712620145110547] User Vector: [0.5505168148323383, 1.1316822093345247] Predicted: 1.535755310485554 Movie Vector: [-0.31762123107910156, 1.2122249603271484] User Vector: [-0.5818225944420682, -0.3501180189290057] Predicted: -0.2396225928897072 Movie Vector: [-0.7033634185791016, -1.731863021850586] User Vector: [-0.65032407416079, 0.19567576993014002] Predicted: 0.11853053377187012 Movie Vector: [1.3363170623779297, -0.2183818817138672] User Vector: [0.7322543927197769, -0.09768053035405083] Predicted: 0.9998556970181532 Movie Vector: [-0.5538740139340766, 0.5525091006453564] User Vector: [-0.8379870049488116, -0.7160077916060803] Predicted: 0.06853840506025005 Movie Vector: [-0.8572927397223077, 0.4104009343858699] User Vector: [0.3205241139910595, -0.49092540028982223] Predicted: -0.4762592388231609 Movie Vector: [1.042319220906697, -0.49746739847880805] User Vector: [-0.9609003842156076, -0.5933973081251529] Predicted: -0.7063691247072104 Movie Vector: [0.45152831015716866, 0.4751118703778787] User Vector: [0.20973653015750018, 0.18527626022014757] Predicted: 0.18272893157005698 Movie Vector: [0.3615225492270397, -0.8902023811547596] User Vector: [0.2722862303916541, 0.267252560517362] Predicted: -0.1394712536116503 Movie Vector: [0.4973188813397713, -1.6082678481122321] User Vector: [0.23250841881505974, 0.2043145004283194] Predicted: -0.2129616151947944 Movie Vector: [-0.13190911455469448, 0.2365850510512052] User Vector: [-0.5266302893242498, -0.06486592967878363] Predicted: 0.05412102587790546 Movie Vector: [-0.3885017755361749, -0.5271927551895214] User Vector: [-0.5980172840660976, 1.0773905002833195] Predicted: -0.33566168959838005 Movie Vector: [-0.16297163047924224, -0.47826662851837654] User Vector: [-0.3420218312379654, 0.7678459271806367] Predicted: -0.3114952273179025 Movie Vector: [-0.8776617506204787, -0.5017153849594351] User Vector: [-0.6578350067138672, 0.5816173553466797] Predicted: 0.2855502482750791 Movie Vector: [-0.07215159093125063, -0.8101207999752414] User Vector: [-0.8977819008369314, 0.7062833857564873] Predicted: -0.5073984690236006 Movie Vector: [-0.06434440612792969, -0.7854747772216797] User Vector: [0.3207971310252038, -0.6247198424714855] Predicted: 0.47006017820789253 Movie Vector: [1.427109358240804, 0.16198615614221246] User Vector: [-1.1053943634033203, -1.3330554962158203] Predicted: -1.7934551763157651 Movie Vector: [-0.4015827178955078, 0.6400203704833984] User Vector: [0.7634293850809035, -2.0634474438416617] Predicted: -1.6272284448626473 Movie Vector: [0.5547071648179082, 0.3300482121182574] User Vector: [-1.5218006264691228, -0.1166971536513339] Predicted: -0.8826693978487159 Movie Vector: [0.4209436747004598, 0.14474070204539463] User Vector: [-0.9372004892590104, -0.2957400609330325] Predicted: -0.43731424192215157 Movie Vector: [1.1686420440673828, 0.48338890075683594] User Vector: [-0.8943549182175543, -0.6219352301048089] Predicted: -1.345817346969793 Movie Vector: [-0.1339343064599296, -1.3852303149284533] User Vector: [-0.585847162922455, 0.3163877941497448] Predicted: -0.3598049302720333 Movie Vector: [-0.7721340447063667, -0.2983164331097479] User Vector: [-1.3034488872516483, -0.34304562343177564] Predicted: 1.1087734081577052 Movie Vector: [-0.3232379361255946, 0.1658103902113827] User Vector: [-0.8295572198542286, -0.42399239098996255] Predicted: 0.19784201984706415 Movie Vector: [-0.5634894729867315, 0.02944996183673504] User Vector: [0.7482059186804311, -0.73053829126005] Predicted: -0.44312048360067147 Movie Vector: [0.6733179315875132, 1.2476810982867843] User Vector: [1.1767969948761448, 0.40878139054018175] Predicted: 1.3023873327967799 Movie Vector: [0.23465297723459272, -0.5410459985861433] User Vector: [-0.4909106701722216, -0.7123813057216268] Predicted: 0.2702374046161173 Movie Vector: [0.5728862309959177, -0.3181838127205632] User Vector: [0.31788950991952025, -1.0514597759442932] Predicted: 0.5166720036431977 Movie Vector: [1.1492756347575273, 1.6509709330748275] User Vector: [-0.3372669219970703, -0.13100624084472656] Predicted: -0.6039001515469442 Movie Vector: [-0.06464958190917969, -1.8643665313720703] User Vector: [-1.8168292327768325, -0.06590575098514952] Predicted: 0.2403297266610525 Movie Vector: [0.0804337400221401, 0.8990193530316364] User Vector: [1.9773134708462399, 0.5537313623713055] Predicted: 0.6568579288086995 Movie Vector: [1.1891973685970076, -0.2053358044627405] User Vector: [2.1137393384586134, -1.2946671412548574] Predicted: 2.7794947781560055 Movie Vector: [-0.38239479064941406, -0.4169750213623047] User Vector:
avg loss: 15.31572352573002: 3%|█▏ | 1836/70000 [00:03<02:11, 517.28it/s]
[-1.4248821224568566, -0.05903108946605311] Predicted: 0.5694819907081301 Movie Vector: [1.4764653460380892, 1.299793790058214] User Vector: [-0.507677315501571, 0.060900921778876266] Predicted: -0.6704093233707108 Movie Vector: [-1.8786334991455078, -0.5055904388427734] User Vector: [-0.7998028384956847, 0.23410675225738412] Predicted: 1.3841742694997903 Movie Vector: [0.25294850991772816, -1.3430510499147195] User Vector: [0.3946449926042441, -0.5965848068810415] Predicted: 0.9010687140704894 Movie Vector: [1.9717605391285107, 1.1982233482121065] User Vector: [-0.7884376970769282, 0.29414399196753205] Predicted: -1.2021601397458341 Movie Vector: [-1.6169579346062657, -0.015420196288233174] User Vector: [1.7850559582372219, 1.4260761017731896] Predicted: -2.908350768799168 Movie Vector: [-0.37325318496357596, -0.6296113470708671] User Vector: [1.0709940547202983, 0.6446925498164813] Predicted: -0.8056576867379126 Movie Vector: [-0.4475621323815382, -0.08373994912440999] User Vector: [-2.3407904263415356, 2.5672493620410317] Predicted: 0.8326678237047175 Movie Vector: [0.5769390693199776, 1.4150455109381987] User Vector: [0.07044173584990425, -0.5486675562171888] Predicted: -0.7357489729000373 Movie Vector: [-0.9379434732471597, 0.17689924609947064] User Vector: [1.150105024125569, -1.165428710109999] Predicted: -1.284896961128482 Movie Vector: [0.41459373555877654, -0.027421939926510208] User Vector: [-1.0562551991362699, 0.08349405964224929] Predicted: -0.44020635780101575 Movie Vector: [-0.7808971405029297, 0.21821022033691406] User Vector: [0.16686439514160156, 0.2164173126220703] Predicted: -0.08307945954584284 Movie Vector: [0.5355861721056621, -0.029230458297866538] User Vector: [-0.22383621286539812, -0.4718993403730058] Predicted: -0.10608974643764285 Movie Vector: [-0.21753196790364315, 0.6493335047180818] User Vector: [-1.2423959040277743, 1.1963049250047513] Predicted: 1.0470616955834247 Movie Vector: [0.06678576591999216, -1.5988733892947207] User Vector: [1.0240268811112927, 1.7262589466222917] Predicted: -2.6916790732086397 Movie Vector: [-1.4515748516669515, 0.17245949173574981] User Vector: [-0.35897369780980976, 0.7180979308663824] Predicted: 0.6449199963243216 Movie Vector: [2.0316219329833984, -0.7996845245361328] User Vector: [0.6185245513916016, -0.28761863708496094] Predicted: 1.4866122177409125 Movie Vector: [-0.5314677101851177, 1.009878652467322] User Vector: [-1.1845827953486268, 1.5266797747124556] Predicted: 2.17132881940435 Movie Vector: [-1.0976907871870891, 0.9896699133689933] User Vector: [0.9547586151642296, 1.0336154014929688] Predicted: -0.025091671000874394 Movie Vector: [0.5867578967081626, -0.10825739930960075] User Vector: [0.5167484283447266, 1.4832019805908203] Predicted: 0.1426386318731893 Movie Vector: [-0.6084343984152736, -1.9198821595087274] User Vector: [0.22461553764596184, -0.8228624500016436] Predicted: 1.4431351179654537 Movie Vector: [0.03306147209072263, 0.7127806103120866] User Vector: [0.9886146912095235, 1.3580540809372408] Predicted: 1.0006796736691683 Movie Vector: [-0.7726393413354333, -0.02793695233951676] User Vector: [-0.14175513454944638, -0.388350958691306] Predicted: 0.12037493601316465 Movie Vector: [1.3935397072788482, 0.3546542722848947] User Vector: [-0.6138334202718471, -0.22794633053239768] Predicted: -0.9362433847785836 Movie Vector: [0.39999011491513914, -0.852445953250833] User Vector: [-0.7119801499784187, 0.79672309440416] Predicted: -0.9639483996934733 Movie Vector: [1.1861072027381667, 0.692067608514839] User Vector: [0.032405485821752844, -1.2914343105666686] Predicted: -0.8553234747264735 Movie Vector: [0.5518614671519357, -1.5603390839450082] User Vector: [-0.4165108097889177, -0.5514756159013676] Predicted: 0.6306326907587962 Movie Vector: [-1.3985347747802734, -0.9247875213623047] User Vector: [-0.0024627067887753873, 0.5158029293262032] Predicted: -0.47356393143880565 Movie Vector: [-0.6758593007853665, 0.16664374748721797] User Vector: [-0.1869604459279886, 0.49782404446314665] Predicted: 0.20931822061799288 Movie Vector: [1.0306198435197125, 0.7718580705895437] User Vector: [-0.69616624692151, -0.8251160193639856] Predicted: -1.3543552071847627 Movie Vector: [0.5424675919855895, -0.8820413415183822] User Vector: [1.3539600372314453, -0.1641559600830078] Predicted: 0.8792717842915154 Movie Vector: [-0.29014159939238304, -0.23311013328343197] User Vector: [-0.275611931623829, 0.7705595217645812] Predicted: -0.09965874616839725 Movie Vector: [-0.31745930469674644, -0.31522223109320063] User Vector: [0.2801465763048263, 0.5227122970134923] Predicted: -0.253705673811349 Movie Vector: [0.6798667259614147, -0.4106023766387955] User Vector: [0.5526990199130541, -0.240215794611863] Predicted: 0.47439484928417863 Movie Vector: [-1.2713016344158927, 0.010174135869047557] User Vector: [-1.5979129393039355, -0.8928289310303537] Predicted: 2.022345568539277 Movie Vector: [-1.6392356579413785, 0.3294880833220025] User Vector: [-0.40429957650303805, -1.061151314684734] Predicted: 0.3131055695042821 Movie Vector: [-0.3826242983450675, 0.8083011633744746] User Vector: [-0.9846092442134349, -0.9408834585096596] Predicted: -0.3837817729019243 Movie Vector: [-0.3681866053384701, 0.4969063536704096] User Vector: [-1.0924235807395715, 0.37900181869032384] Predicted: 0.5905441415440614 Movie Vector: [-1.2240949898904827, 1.0084634898705471] User Vector: [1.019730576323898, -2.240858673959761] Predicted: -3.5080712481643648 Movie Vector: [-0.13874437398112768, -1.2959149553166438] User Vector: [-1.963346240677485, 0.3907910061058436] Predicted: -0.2340286641448025 Movie Vector: [-0.7327556610107422, 0.0077152252197265625] User Vector: [-1.605770101534933, 0.08027675091076375] Predicted: 1.177256485394701 Movie Vector: [-0.044253875740158106, 0.15304385413088206] User Vector: [-0.5500526723969893, -0.02285681064472874] Predicted: 0.0208438682205892 Movie Vector: [-0.8786106109619141, 0.25582313537597656] User Vector: [-0.04024401462579121, -1.7503727399930327] Predicted: -0.41242702414373 Movie Vector: [0.355671566558112, -0.12343301070665551] User Vector: [-0.07135794259268892, -0.07684765247880207] Predicted: -0.015894454117108173 Movie Vector: [-0.08624325230163185, 0.26004728175762115] User Vector: [-1.4739690661048521, -1.3657206937115374] Predicted: -0.22803206798693654 Movie Vector: [1.524209976196289, 0.05328178405761719] User Vector: [0.9982179865040999, -0.06216812409864836] Predicted: 1.5181813848846304 Movie Vector: [1.136525979252025, -0.9434707449601057] User Vector: [-0.5431683505560693, 0.8460300991741598] Predicted: -1.4155295894409605 Movie Vector: [-0.8346679317257387, -1.266045065037971] User Vector: [-0.6396413143881694, 1.2866292044967378] Predicted: -1.095042461960119 Movie Vector: [1.011773064319937, 0.32498705068311073] User Vector: [-0.13601154938845803, -2.015328821683726] Predicted: -0.7925685920233256 Movie Vector: [0.47346949555513435, 1.1565059618966202] User Vector: [-1.6412067413330078, -0.5434131622314453] Predicted: -1.4055218898143869 Movie Vector: [-0.8005009215109354, -0.30015604276152047] User Vector: [-1.8248577515988675, -0.29743241127074915] Predicted: 1.5500764473373123 Movie Vector: [1.0840129852294922, -1.3375568389892578] User Vector: [-0.8092856068435772, 0.7531365565035784] Predicted: -1.8846390584219481 Movie Vector: [-0.08961986964640338, 0.23311884341071168] User Vector: [-1.0935974205755892, 1.5427341917351238] Predicted: 0.4576484687450784 Movie Vector: [-2.4251181342614894, 1.4529757048993872] User Vector: [-0.42735858291674683, -0.5652330425782935] Predicted: 0.21512517079107363 Movie Vector: [1.3693999161245738, -0.13588836339879634] User Vector: [-0.3777624880678696, -0.6001664392308053] Predicted: -0.4357522842811937 Movie Vector: [0.23781553538126443, 1.0009089771007493] User Vector: [-1.3652529274254186, -1.1120735397303279] Predicted: -1.4377627449788064 Movie Vector: [-0.3875234943989612, -0.7355658312276097] User Vector: [-0.4279804229736328, -0.43190956115722656] Predicted: 0.48355038441285514 Movie Vector: [-0.5200481414794922, 0.8075618743896484] User Vector: [0.8687490812446581, 0.2091261062055409] Predicted: -0.28290907480214555 Movie Vector: [0.682012091350502, -0.9738506556252566] User Vector: [-1.7270801931968587, 1.4855277945085759] Predicted: -2.6245717911239366 Movie Vector: [-0.2270984649658203, -0.6583118438720703] User Vector: [-0.5710100593065923, 0.4591298494671937] Predicted: -0.17257510983088525 Movie Vector: [-0.9074850566635044, -0.6196948731774858] User Vector: [-0.05402984828133425, -0.6632385346501377] Predicted: 0.4600367995455458 Movie Vector: [0.49627107599424525, -0.671269619957344] User Vector: [0.8080577850341797, 0.8616352081298828] Predicted: -0.1773738322587745 Movie Vector: [-1.7910671082918017, 1.4231180109370334] User Vector: [0.03251249454241496, 1.6188267609385054] Predicted: 2.24554946049501 Movie Vector: [-0.24887237717821373, -1.3231578070119154] User Vector: [-0.7654609069643958, 0.19276105225699242] Predicted: -0.06455121562845062 Movie Vector: [0.8388133853980735, -0.6231410031128146] User Vector: [0.0037276310929960157, -0.2200820754054441] Predicted: 0.14026895209192966 Movie Vector: [0.18270335433314916, -0.7142143722223386] User Vector: [0.29807812277719803, -1.1271883361052308] Predicted: 0.8595139827324622 Movie Vector: [-0.8925461534985344, 2.5410881070616806] User Vector: [-1.1323444025352716, 0.43287914531330546] Predicted: 2.1106536888691183 Movie Vector: [0.8624744415283203, -0.1486492156982422] User Vector: [-0.7333391289632217, -1.2908248171501087] Predicted: -0.44060615903022904 Movie Vector: [1.5475971124751704, 1.169958853609341] User Vector: [-0.6136514024144656, 0.3355213468260573] Predicted: -0.5571389681488896 Movie Vector: [-0.5041111034698695, 0.10513635966952509] User Vector: [-0.913311306422046, 0.34822098184636024] Predicted: 0.4970210568837999 Movie Vector: [0.45685768127441406, -1.924295425415039] User Vector: [0.8387262296429467, 0.2557473867758829] Predicted: -0.10895500593597368 Movie Vector: [0.8693650619418503, 1.0671534134887664] User Vector: [0.15460973306111955, -1.0437620172098068] Predicted: -0.9794418993758726 Movie Vector: [-0.4253682397011427, 0.18581376654329892] User Vector: [-1.5254293126190404, -0.9539435609857174] Predicted: 0.47161333536080186 Movie Vector: [1.8226691732786757, 1.2538451553397323] User Vector: [-0.1822948455810547, 1.4932918548583984] Predicted: 1.5400935622343008 Movie Vector: [0.9372033643424923, -1.6559793919260057] User Vector: [0.9609856470175918, -0.2647613117360861] Predicted: 1.3390782574839892 Movie Vector: [-1.8023204803466797, -0.5860424041748047] User Vector: [0.25736591705645157, -0.6135210394736301] Predicted: -0.10430651826909604 Movie Vector: [1.4154585653920249, 1.3071121575776221] User Vector: [-1.061461245517896, 0.9564122712566354] Predicted: -0.2523163043840182 Movie Vector: [-0.4565143585205078, -0.5941677093505859] User Vector: [0.20073912968992372, -0.978937593962256] Predicted: 0.4900128127813671 Movie Vector: [0.09202003479003906, 0.7119655609130859] User Vector: [1.7028034186492405, 0.8483704189214004] Predicted: 0.7607025509941451 Movie Vector: [1.698275697008685, 0.4003352883333416] User Vector: [0.34526515036350625, -0.6763933154586242] Predicted: 0.31557130091551877 Movie Vector: [0.0066024331119173, -0.6338484354957946] User Vector: [-0.9920722389124499, 0.07924888869872049] Predicted: -0.05678187471607383 Movie Vector: [0.33036304862045907, 0.5126885842178756] User Vector: [0.4231100069991055, -1.1933956523017568] Predicted: -0.4720604155763075 Movie Vector: [1.585562913897621, -1.1437461718651372] User Vector: [0.29387474060058594, -0.47173500061035156] Predicted: 1.0055019911104603 Movie Vector: [-0.6211657569542839, 0.5803531587287591] User Vector: [-0.24037350441639965, -0.614519110002637] Predicted: -0.2073263167666494 Movie Vector: [1.479535708032059, -0.035332598975674256] User Vector: [0.3772177534155258, 0.41311080193403554] Predicted: 0.5435108575846481 Movie Vector: [0.12081417260546322, -0.04613761705070926] User Vector: [-0.09642832971760107, -1.3549582218997935] Predicted: 0.05086463469116385 Movie Vector: [0.9313297271728516, -1.1292743682861328] User Vector: [-0.3834127101409931, 1.2437531009647853] Predicted: -1.7616221521261415 Movie Vector: [-0.08521899586126816, -0.6265135399917833] User Vector: [-0.32161001618562673, -0.5486798408006824] Predicted: 0.37116263202042893 Movie Vector: [-0.19184133995509078, -0.9334495647124822] User Vector: [-0.30859947204589844, -0.7934474945068359] Predicted: 0.7998453545963344 Movie Vector: [-2.306830567502876, -1.103635355095453] User Vector: [0.16891019772063565, 0.8468056056763149] Predicted: -1.3242118125823168 Movie Vector: [0.9824400537311171, -0.10965002191992546] User Vector: [0.6182700105735763, -1.121363722041497] Predicted: 0.730370779110302 Movie Vector: [0.5941052794374473, -0.3883685002421181] User Vector: [-0.7284496958757742, 0.8112752020706913] Predicted: -0.747849543636216 Movie Vector: [-2.267394242164874, 1.471111953426484] User Vector: [-0.6658131991797721, -0.5274028359439316] Predicted: 0.7337923979494451 Movie Vector: [-0.24041175842285156, -0.008993148803710938] User Vector: [-0.33552608063456474, -0.6509880493467131] Predicted: 0.08651884743929569 Movie Vector: [0.6481712510712099, -0.5092978632445864] User Vector: [0.04583162680622915, 0.5859062293993469] Predicted: -0.26869404780915745 Movie Vector: [-3.1153367412630892, 0.6601781935791287] User Vector: [1.2585327890348943, 0.5602406056317623] Predicted: -3.550894806769061 Movie Vector: [1.128788007917334, 0.02392365953791445] User Vector: [0.40899185711589997, -0.7939365859671936] Predicted: 0.44267123507089434 Movie Vector: [-0.1427451134289534, -0.7550765816934736] User Vector: [0.7214392258770779, 1.6431133913245441] Predicted: -1.3436583669860276 Movie Vector: [-0.9509715269312057, -0.994024726797522] User Vector: [1.64808832364799, 0.7340992420329189] Predicted: -2.2969978681610606 Movie Vector: [-1.2042522430419922, 0.3796100616455078] User Vector: [-0.7119621823726079, -0.30072306929024184] Predicted: 0.7432245522117898 Movie Vector: [-1.688119620557479, 0.20118401324171958] User Vector: [0.22011756896972656, -0.5190181732177734] Predicted: -0.47600294604054716 Movie Vector: [0.3427760980919286, -0.1373205534697248] User Vector: [-0.6261528683002082, 0.5505738940888525] Predicted: -0.2902353488672775 Movie Vector: [2.324129164296847, -0.05352916155337457] User Vector: [1.4494991302490234, -0.7573413848876953] Predicted: 3.409363051577379 Movie Vector: [1.7687075801763996, -0.5829995212225308] User Vector: [-0.26835037025972486, 2.033359228976763] Predicted: -1.660080790988386 Movie Vector: [-0.5966481987622412, -0.8601292637220483] User Vector: [-0.6174228882733744, 0.48384579495577407] Predicted: -0.04778567320742977 Movie Vector: [0.08682106143368198, -0.7916883872436995] User Vector: [-0.7885823465621788, 0.0698333346049298] Predicted: -0.12375179640561854 Movie Vector: [-1.0941020945968813, 1.948243099115774] User Vector: [-0.6282519218572565, 0.7457756002829116] Predicted: 2.140323910378647 Movie Vector: [-0.952872338199855, -1.1595885120619158] User Vector: [0.13114735052301357, 0.10099150087683205] Predicted: -0.24207526677424526 Movie Vector: [-2.8576014762435524, 0.774910016401112] User Vector: [-0.29628372254297713, 0.5754462755571842] Predicted: 1.292579885755723 Movie Vector: [0.22583592902599722, 0.5449462022588017] User Vector: [0.7433373443996233, 1.849452501652744] Predicted: 1.1757243967859097 Movie Vector: [-1.672012921851931, 0.03586393818054308] User Vector: [-0.07572870942083207, -0.3124081176182214] Predicted: 0.11541519528944157 Movie Vector: [0.08241542198940255, -1.0690423684946846] User Vector: [-1.0993721847626579, -0.8696449836034055] Predicted: 0.8390821104902799 Movie Vector: [0.7184162447374459, -0.8208202398796383] User Vector: [0.6719297652599541, -0.7596956526987193] Predicted: 1.1062988265690508 Movie Vector: [-1.130685806274414, -0.07683753967285156] User Vector: [1.4089152990455822, 0.46271582631547764] Predicted: -1.628594476535483 Movie Vector: [-0.7088275583609862, 1.8223323546057506] User Vector: [-0.8430744736478014, 1.222683308095838] Predicted: 2.825729772451681 Movie Vector: [-0.21473377810135857, 0.40961661197118193] User Vector: [-1.0154613821982612, 0.3695251884650096] Predicted: 0.36941751485251 Movie Vector: [0.23488385622489255, -1.011751899267521] User Vector: [-1.191261663744579, 0.38323081827614963] Predicted: -0.6675426416019485 Movie Vector: [-0.6916522979736328, -0.46441078186035156] User Vector: [-1.7038548657856898, 0.4367646842975132] Predicted: 0.9756369048106304 Movie Vector: [-0.5049826863826468, -1.0789499687073183] User Vector: [-0.4875165576581985, 0.02464640509806547] Predicted: 0.21959518293295197 Movie Vector: [0.04620552062988281, -0.19333839416503906] User Vector: [0.31057619635767936, -0.7494903837522496] Predicted: 0.15925560208475412
avg loss: 15.265663836546358: 3%|█▎ | 2012/70000 [00:03<01:51, 609.80it/s]
Movie Vector: [0.7012322253271257, -0.08112370378235356] User Vector: [0.21343846701191138, -1.0969628816084227] Predicted: 0.23865962306101157 Movie Vector: [-0.06955146789550781, 0.7788753509521484] User Vector: [-2.359152977438154, 0.20027249516995324] Predicted: 0.3200698625324412 Movie Vector: [-1.3462328901892833, 0.4542652278154947] User Vector: [0.10838668677543017, 1.735773793582162] Predicted: 0.6425879551820384 Movie Vector: [-0.36226622807767195, 0.5815769515676453] User Vector: [2.072025547202793, -1.2874645228242347] Predicted: -1.4993845719013414 Movie Vector: [0.9937404037601909, 0.36176213973118515] User Vector: [-0.38950788445235385, 0.26478636450065995] Predicted: -0.29128004057005963 Movie Vector: [-0.43645784471387356, -0.491369707329795] User Vector: [-1.087649307584457, -1.0217069652282467] Predicted: 0.9767489250738657 Movie Vector: [-0.2693027858397577, -0.06504755013723464] User Vector: [-0.8531468179332177, -0.2668383618972997] Predicted: 0.24711199652379223 Movie Vector: [-0.01909681026354562, 1.5341505785320741] User Vector: [0.26896022861829894, -0.4223522750560482] Predicted: -0.6530882695759376 Movie Vector: [-1.6427586861934036, -1.9265808703892278] User Vector: [-0.008448387589191038, -0.9299123562312261] Predicted: 1.8054300187501255 Movie Vector: [-0.28622999583254194, -0.5772271144537213] User Vector: [-0.5116558074951172, 1.676015853881836] Predicted: -0.8209905554678787 Movie Vector: [0.27139175096216855, -1.362507227581701] User Vector: [-0.0056988478740061695, -0.7464951576061276] Predicted: 1.0155584272900964 Movie Vector: [-0.6775760650634766, -0.36049842834472656] User Vector: [0.3574323175420552, -1.308005852702473] Predicted: 0.22934647091828064 Movie Vector: [1.3205562736945584, 2.256244196118758] User Vector: [0.4299191449043426, -0.7838758381541956] Predicted: -1.200882886328301 Movie Vector: [0.2603626251220703, -0.6616115570068359] User Vector: [0.6052923800895595, -0.1163353553742481] Predicted: 0.23456432865060356 Movie Vector: [0.2510756222399727, -0.014496284159615461] User Vector: [-2.1425034592340917, -1.235383087700004] Predicted: -0.5200219248932112 Movie Vector: [-0.3349402497873069, 0.45335960395804153] User Vector: [0.0994169040600423, -1.0841381044260203] Predicted: -0.5248031443373538 Movie Vector: [0.13361218338331504, 0.8280974920063646] User Vector: [0.518567757680159, 0.07701363391008526] Predicted: 0.1330617674270738 Movie Vector: [-0.3683757781982422, 0.8735752105712891] User Vector: [-1.6282322983297262, -0.9657241418593937] Predicted: -0.24383133059387196 Movie Vector: [-1.308631401660608, 1.3764574180667906] User Vector: [0.08482006552435001, 0.8743783598206064] Predicted: 1.0925463783360723 Movie Vector: [-1.4513519613918033, 0.8489286933629303] User Vector: [0.5993733879647708, -0.2684045641431967] Predicted: -1.0977580781594511 Movie Vector: [-0.2446456202692423, 0.393287203629635] User Vector: [-0.09492830857105361, -0.6042374701822476] Predicted: -0.21441507004474566 Movie Vector: [-0.5018884117350895, 0.6277053565964091] User Vector: [-2.135259371172103, 1.0105864476015092] Predicted: 1.7060124609032363 Movie Vector: [-0.7876884219072343, -1.7064905028155388] User Vector: [0.6340627639278031, -0.1457027563309472] Predicted: -0.2508035279956225 Movie Vector: [-0.6122480830899143, 1.8826085405417752] User Vector: [-0.20307996572594206, -0.03220093409471028] Predicted: 0.0637135661895491 Movie Vector: [-2.15571598098405, 0.8118311166675574] User Vector: [1.3939015514160027, 1.590987234690714] Predicted: -1.7132429069631459 Movie Vector: [-0.5285167694091797, -1.0569095611572266] User Vector: [-0.07066522298839334, 0.9560178020031198] Predicted: -0.9730766002102087 Movie Vector: [0.22189065547000003, -0.03102643225346713] User Vector: [-0.6992534007193404, 0.3658787608372409] Predicted: -0.16650970801134019 Movie Vector: [0.7489335409587277, -0.34850410742345017] User Vector: [0.7098912728059328, -0.18342780737213277] Predicted: 0.5955867289231112 Movie Vector: [0.6543827056884766, -2.570161819458008] User Vector: [-1.339864730834961, -0.35895347595214844] Predicted: 0.04578421103360597 Movie Vector: [-0.4635099322994173, 0.0924335199050769] User Vector: [-0.7763780114643101, -0.04145337637813902] Predicted: 0.3560272380419972 Movie Vector: [1.5370464324951172, 0.6795597076416016] User Vector: [-0.9145038027529059, 0.4136174867146985] Predicted: -1.1245570291772777 Movie Vector: [-0.43598809708814823, -0.7844753704390228] User Vector: [-1.2082291977534647, 0.6489239401734048] Predicted: 0.017708700420591028 Movie Vector: [0.4203055702712393, 0.6589921267079605] User Vector: [-0.4133223052388699, -0.46166949973813376] Predicted: -0.47795823267787946 Movie Vector: [1.2298276388589822, -1.4594864826554703] User Vector: [-0.2848467684017842, -0.6445228175289679] Predicted: 0.5903599113263693 Movie Vector: [-0.2902728150534141, -1.8725510477546812] User Vector: [-0.48758963288760904, 0.5327225369497984] Predicted: -0.85601612939873 Movie Vector: [-1.0255121940905043, -1.1576049562289046] User Vector: [1.343430565135303, 1.176753802746682] Predicted: -2.7399204607809207 Movie Vector: [1.211758724784909, -1.5003710167298874] User Vector: [0.6504022689165069, -1.3927458305986513] Predicted: 2.877766101881088 Movie Vector: [-1.1761948201096226, 1.3236516804704659] User Vector: [0.1479053497314453, -0.09255409240722656] Predicted: -0.2964748861698724 Movie Vector: [0.06687826315653368, -0.9514596590859496] User Vector: [0.2872987981298012, 0.26688964608789767] Predicted: -0.23472068705448015 Movie Vector: [-0.36104149430094823, -0.17529587406738328] User Vector: [0.5480092933488178, -1.2659652680029403] Predicted: 0.024064394032060704 Movie Vector: [-0.6537490889800809, 0.6802517915512977] User Vector: [0.430482069682465, -1.6114221117240393] Predicted: -1.3776000393228243 Movie Vector: [-0.670490793092985, 1.2535217132492478] User Vector: [-0.7807825664146667, 0.4316378586290886] Predicted: 1.0645749502405177 Movie Vector: [-0.6558587889498503, 0.4916598096137227] User Vector: [-0.8162765797490606, 2.358270060585346] Predicted: 1.6948287780474782 Movie Vector: [0.7332408944084428, 1.0443194220066208] User Vector: [-0.7285590347545158, 0.7174084669441542] Predicted: 0.21499431726902207 Movie Vector: [-0.7265024198791363, -0.6403715261161158] User Vector: [-0.47875178231151905, -0.45416614631504415] Predicted: 0.6386493965968081 Movie Vector: [-0.7853238500266191, 0.5597724089891702] User Vector: [1.2323569396477017, -0.6417307448367047] Predicted: -1.3270224614108117 Movie Vector: [0.5564588756863202, -0.8962399872247417] User Vector: [0.45756619600581266, 1.2857781061561446] Predicted: -0.8977489824537747 Movie Vector: [-0.28925297282968393, -1.4781329046891674] User Vector: [0.08438789031442229, 0.16751276869724854] Predicted: -0.27201558351126054 Movie Vector: [-1.695835708784799, -0.45092083250954795] User Vector: [0.17033964106962013, 0.4880745753166129] Predicted: -0.5089510397759587 Movie Vector: [-0.532782317199712, 0.7760637166916146] User Vector: [1.044102239161898, -0.5075443360183539] Predicted: -0.9501659541702654 Movie Vector: [-0.35168934206864444, 0.33078776752239614] User Vector: [1.3384642122168522, 1.688981415106078] Predicted: 0.08797079351278575 Movie Vector: [0.02042853897475616, -1.8942727598925677] User Vector: [0.6031569907303274, -0.618254547995724] Predicted: 1.183464365041023 Movie Vector: [-0.5955193319856426, -0.2081294613931115] User Vector: [-0.6576504700633664, 0.3600615239337347] Predicted: 0.31670415756746867 Movie Vector: [-0.26923273055380664, -1.438392057973762] User Vector: [0.8615247872121771, 0.15971931975476628] Predicted: -0.4616896719411493 Movie Vector: [-0.17636508416700358, -0.24791510404550482] User Vector: [0.18214588071471471, 1.8848671313715446] Predicted: -0.4994112045688523 Movie Vector: [1.5374295199180843, 1.1885983417719865] User Vector: [-0.6995677947998047, 0.40518760681152344] Predicted: -0.5939308613464802 Movie Vector: [1.3371036217828818, 0.42791585484975375] User Vector: [-0.19976602838986984, 0.4392460942012983] Predicted: -0.07914751217971291 Movie Vector: [-0.39567784589125665, -0.4073549917117482] User Vector: [0.8905650734807046, 0.3700859628484236] Predicted: -0.5031332342295878 Movie Vector: [1.328573226928711, -2.161073684692383] User Vector: [0.36575709402463696, -0.8835217874850738] Predicted: 2.395290767466749 Movie Vector: [0.5876992768258515, 0.1624492935301268] User Vector: [0.4895931650618155, -1.0902208077668187] Predicted: 0.11062794903214487 Movie Vector: [-0.6435680389404297, -0.49307823181152344] User Vector: [-0.381739773458449, 0.6509028439920446] Predicted: -0.07527050600647128 Movie Vector: [0.2900395115931961, -0.5857086940495952] User Vector: [-0.4594898223876953, 0.23568153381347656] Predicted: -0.27131092704886844 Movie Vector: [-0.41175886899085556, -0.9202819922593819] User Vector: [0.6608986220774028, -0.7259753017521906] Predicted: 0.3959711278834056 Movie Vector: [-0.8794879913330078, 0.6413364410400391] User Vector: [-0.36080108521315923, -0.22673595036452482] Predicted: 0.17190619424227552 Movie Vector: [-1.348462626820917, -0.9067992015986275] User Vector: [0.28233852593996583, -0.7478321102820755] Predicted: 0.2974106101918509 Movie Vector: [1.7168140411376953, -1.5785694122314453] User Vector: [-0.8805304530690098, 1.318979286387858] Predicted: -3.593807402336944 Movie Vector: [1.1643971880321449, -0.9512611987186622] User Vector: [0.9493962034945169, -0.3695932147809614] Predicted: 1.4570539542082308 Movie Vector: [-0.3200945619105385, 1.275441306598091] User Vector: [0.5358053621397216, 0.18384833011597126] Predicted: 0.06297937171555995 Movie Vector: [0.41573236285749593, 0.9540960999329313] User Vector: [1.5676179256101739, 0.6991444611557823] Predicted: 1.3187605079501266 Movie Vector: [-1.3926920292290252, 0.20516388139386574] User Vector: [-0.3030258572294467, 0.7485341939069745] Predicted: 0.5755938765917264 Movie Vector: [0.3381053155780966, -0.26320460605707563] User Vector: [-1.2713020356483746, 1.28258980503379] Predicted: -0.7674175203247104 Movie Vector: [-0.7553294144106397, -0.2927935673763552] User Vector: [-0.3115292377876398, 0.3012709565292524] Predicted: 0.14709699864084427 Movie Vector: [0.4024126776571117, -0.36644097568256073] User Vector: [0.9413265284404311, 1.0012714724945255] Predicted: 0.011894833555378959 Movie Vector: [0.6569751047359221, -0.39675041371407793] User Vector: [-0.3337863054307522, 0.44880341329048123] Predicted: -0.3973522328690737 Movie Vector: [0.22849789169898282, 0.12364254744645113] User Vector: [0.7381928003384751, 1.3522791755700632] Predicted: 0.3358747406709791 Movie Vector: [-0.24823262504440846, 0.2917124423318896] User Vector: [0.6100055485430712, 1.2317047675401027] Predicted: 0.20788032736445478 Movie Vector: [-0.3369745141208284, -0.23089340021070992] User Vector: [1.2805632950661867, 0.293423699532792] Predicted: -0.4992667898434273 Movie Vector: [1.890941187989526, -0.6731327127294675] User Vector: [-1.7144187614414177, -0.3859275800329936] Predicted: -2.9820845706068386 Movie Vector: [0.5951206944522449, 1.2734296391965647] User Vector: [-0.4409672908143377, -0.8275371664138956] Predicted: -1.3162391155883482 Movie Vector: [0.08233967703594397, 0.5226458867436838] User Vector: [0.2646358036604728, 0.10823607299950153] Predicted: 0.07835916495602938 Movie Vector: [0.4892392709629176, -0.7557651457814645] User Vector: [-0.19598419684835974, -0.8592324334583279] Predicted: 0.5534947597464512 Movie Vector: [-0.22516810755351102, 1.308012966664491] User Vector: [0.10072557622417047, -1.864109181588323] Predicted: -2.4609591681764926 Movie Vector: [0.4155108567385302, 0.2725263986627956] User Vector: [0.5065805364281626, -1.227439004045548] Predicted: -0.12401981865245176 Movie Vector: [0.21353805426224756, 1.78999883079162] User Vector: [0.16546913473158928, 1.0172125783724357] Predicted: 1.8561432830242304 Movie Vector: [-1.0620799617113168, 0.31751785227987667] User Vector: [0.420239085427993, -0.03872711881185828] Predicted: -0.4586240633510904 Movie Vector: [-0.7398365468724409, 0.39361567897612104] User Vector: [0.7951426960736522, -2.995647747130351] Predicted: -1.767409548493974 Movie Vector: [0.4759070627598926, 0.09420100822237884] User Vector: [0.8452183428564097, -0.4213100461772282] Predicted: 0.3625575478154659 Movie Vector: [1.2810048483921201, 0.1546715109746586] User Vector: [0.1464366241039062, 1.8346708915099557] Predicted: 0.47135734439034704 Movie Vector: [2.3731872761153956, 1.6032255110498381] User Vector: [0.45879317873957903, -0.9434473675141869] Predicted: -0.4237567537782514 Movie Vector: [-1.322520947457401, -0.7975636210909919] User Vector: [-0.33025280834534654, 0.2170950872732626] Predicted: 0.2636191130666269 Movie Vector: [0.5074524478022608, -1.6191382572722244] User Vector: [-0.4474887002997666, 0.7286142692576657] Predicted: -1.406806474480501 Movie Vector: [0.8834296858987793, 0.8268676403540833] User Vector: [0.496093993708026, 0.6598696895505881] Predicted: 0.9838890541776286 Movie Vector: [0.8824136601691248, -0.8273800043528687] User Vector: [0.14941936410897802, -0.3283141258677041] Predicted: 0.4034902308730758 Movie Vector: [0.9444352665920065, -1.7539164713428812] User Vector: [0.6817531585693359, -0.9843349456787109] Predicted: 2.3703130006076645 Movie Vector: [-0.1969637405415835, -0.6770822814820465] User Vector: [-1.2214188291827424, 2.0027509897447744] Predicted: -1.1154519880130642 Movie Vector: [0.25269508361816406, -0.4392719268798828] User Vector: [0.3885340375364066, -0.7566178346943546] Predicted: 0.430541615261639 Movie Vector: [-0.48663319318224696, 0.5379998205288081] User Vector: [-1.1619281768798828, -1.2328624725341797] Predicted: -0.09784696999660725 Movie Vector: [-0.27930259704589844, 1.2590694427490234] User Vector: [-0.320559364565789, -0.4812705621023899] Predicted: -0.5164199954071576 Movie Vector: [-1.6713603217795232, -0.7017493159951583] User Vector: [1.2765523582166258, 1.7472137284524123] Predicted: -3.3596849990361797 Movie Vector: [-0.94164110930669, 0.6022779491190527] User Vector: [-0.5539940122256655, -0.009226414939685738] Predicted: 0.5161066699538442 Movie Vector: [0.9795284271240234, -1.0665035247802734] User Vector: [-0.3566916021069377, 0.2918106193541844] Predicted: -0.660606618089709 Movie Vector: [-1.7870371756758163, 1.6237720319634816] User Vector: [-1.1256801610507814, 0.33603327912155434] Predicted: 2.5572737361650444 Movie Vector: [-0.2580454183799867, -0.3161104686157096] User Vector: [-0.19859071503113515, -0.7619549017452742] Predicted: 0.29210734520132564 Movie Vector: [-0.18400763385623425, 0.26430118435960714] User Vector: [1.2465800300834313, 0.048085410646806104] Predicted: -0.2166712107637166 Movie Vector: [-0.27504920959472656, -0.5894374847412109] User Vector: [-0.5479911526672017, 1.6027400031613093] Predicted: -0.7939905027515056 Movie Vector: [2.486257553100586, 0.9895992279052734] User Vector: [-1.4667059065968324, -0.10463702791412058] Predicted: -3.7501573604877336 Movie Vector: [0.6630611419677734, 0.21719932556152344] User Vector: [-1.962050215491399, -0.7692775875773177] Predicted: -1.4680458296732322
avg loss: 15.295147544097418: 3%|█▍ | 2146/70000 [00:03<01:48, 624.68it/s]
Movie Vector: [-0.8397960662841797, 0.7715511322021484] User Vector: [0.05159715225581005, 0.3213208562051519] Predicted: 0.2045843849093535 Movie Vector: [0.6710529327392578, 0.2672290802001953] User Vector: [1.9894140347557474, 0.6889810863583916] Predicted: 1.5191179044383682 Movie Vector: [-1.081746667948788, 0.518097724650221] User Vector: [0.7959454401497615, -0.581831856048946] Predicted: -1.1624570884990097 Movie Vector: [-2.3116016387939453, 2.1578121185302734] User Vector: [0.3123243128256843, -0.756805051483078] Predicted: -2.355012504818158 Movie Vector: [-0.024029037042249415, -0.781871997044748] User Vector: [0.7720393751101023, 1.9187110235374107] Predicted: -1.5187377824675634 Movie Vector: [-0.3531825536010745, 0.15050549061333018] User Vector: [0.4815483073550108, 1.0718750350480195] Predicted: -0.00875138284783511 Movie Vector: [-0.5627026948470452, 0.2746029958405427] User Vector: [-0.02657300112660549, 0.10379821111460821] Predicted: 0.043455999079075006 Movie Vector: [-0.20041548590070504, 0.8499208810090382] User Vector: [-0.7076329382121951, -0.002416482116017915] Predicted: 0.13976678054215214 Movie Vector: [-0.18471169520542124, -0.26577442305169857] User Vector: [0.9919610936461977, -0.8648657927318502] Predicted: 0.046632391895244624 Movie Vector: [1.2848108089833001, 0.31427792168097307] User Vector: [0.6614683808442363, 0.5501251080582226] Predicted: 1.0227539011344158 Movie Vector: [-0.003564919595528876, 0.2712615573834471] User Vector: [-0.05775208433657797, -0.4431846493464342] Predicted: -0.12001307665301654 Movie Vector: [-1.7973495641605917, 1.2208674606825107] User Vector: [0.2915575223466077, -1.1402247658092728] Predicted: -1.9160941001582947 Movie Vector: [0.3246784210205078, -0.15282630920410156] User Vector: [-1.5057155624019325, -0.022243786675464616] Predicted: -0.4854739154863307 Movie Vector: [2.4547844272182093, 1.7044066109483234] User Vector: [-1.6658732548353272, 0.08090958036374767] Predicted: -3.951456900028047 Movie Vector: [0.18580052671612926, -1.4100576563875968] User Vector: [-1.7107306712256436, -0.7492942501147616] Predicted: 0.7386934344783607 Movie Vector: [0.3834339575830906, 0.40746652316629417] User Vector: [0.6101213744634556, 1.170268012990936] Predicted: 0.7107862916427018 Movie Vector: [-0.034824550664815546, 0.7788286435076113] User Vector: [-1.1470277817530594, -1.088555995042439] Predicted: -0.8078538619013704 Movie Vector: [-1.9829388002227573, -0.2363047302058115] User Vector: [-0.6983872871858045, 0.5091670244712735] Predicted: 1.2645406729956652 Movie Vector: [0.609148890504655, 1.1665122025966532] User Vector: [-0.8532462207934461, 0.49071264830898215] Predicted: 0.05266830349732998 Movie Vector: [0.40350914001464844, -1.0059452056884766] User Vector: [-0.4942204272198997, -0.6738735299644232] Predicted: 0.47845738714290753 Movie Vector: [0.33408164978027344, -0.1535511016845703] User Vector: [2.447663756254279, -0.05254039160708644] Predicted: 0.8257871808110175 Movie Vector: [-1.3740825653076172, 0.8028507232666016] User Vector: [-0.9156634411013889, 0.5055087733486354] Predicted: 1.6640452544075612 Movie Vector: [-0.29636945818858673, 1.4818959565635177] User Vector: [-0.7925458877076565, 0.21282445763428287] Predicted: 0.5502700985555782 Movie Vector: [0.2186535384670465, -0.6719485092528477] User Vector: [0.01673225164520281, 1.3837170591223944] Predicted: -0.9261280490762827 Movie Vector: [1.5920876762569671, 0.21004197611072525] User Vector: [0.9641126760500428, -0.2686595268143658] Predicted: 1.478522132149337 Movie Vector: [-0.5105130348954537, -0.12691703018794653] User Vector: [1.5069975242841576, 0.5866208588011323] Predicted: -0.843794056947583 Movie Vector: [-1.5309498476554728, 0.3164521995459686] User Vector: [-0.12320189644303275, 1.0573441827485937] Predicted: 0.5232148168982533 Movie Vector: [-1.6612733192075824, -0.3518891361357556] User Vector: [1.038014751996096, -0.5521496338118101] Predicted: -1.530130754775278 Movie Vector: [-1.0194658384252655, -0.3549527410889665] User Vector: [-0.007082666369434956, -0.09915387992063467] Predicted: 0.04241547787603795 Movie Vector: [-1.4029572405310002, -0.4892948213388826] User Vector: [1.1542356101794349, 0.008815617399356152] Predicted: -1.6236566425203653 Movie Vector: [-0.5503068594042694, -1.4764164585276183] User Vector: [-1.5725231170654297, 2.343149185180664] Predicted: -2.594093763893422 Movie Vector: [-0.06793117581426433, 1.0338347190081658] User Vector: [-0.17146167914358634, 0.7585840147572286] Predicted: 0.7958980852119377 Movie Vector: [0.6284678301425646, -0.24839425966677914] User Vector: [-1.0592365264892578, 1.6742610931396484] Predicted: -1.0815729261297664 Movie Vector: [1.2119906950065584, 0.33019031342148447] User Vector: [0.3761005401611328, 0.5533504486083984] Predicted: 0.6385413131201595 Movie Vector: [-0.08174957305843958, -1.2618845563911374] User Vector: [-0.8986266616758514, -0.2778235895727492] Predicted: 0.4240436430139337 Movie Vector: [-0.9648861289886541, 0.09894476816450826] User Vector: [-1.0852373739544838, 2.032710264767481] Predicted: 1.2482565346817889 Movie Vector: [1.4084625646655748, 0.7377164217893288] User Vector: [-0.1703812403121575, -1.2808083639060512] Predicted: -1.1848489619195797 Movie Vector: [-0.6092043163630914, 1.3050325279998458] User Vector: [1.4620195185418776, 0.2825017962613205] Predicted: -0.5219945679633922 Movie Vector: [0.005732321383571964, -0.3040625011262705] User Vector: [0.5802090111534648, 1.0882479743102482] Predicted: -0.3275694563927953 Movie Vector: [0.13016788558909934, -0.692668748991523] User Vector: [-0.44843448011480824, -0.7880175465698486] Predicted: 0.48746336006411456 Movie Vector: [-0.14017814883830582, 1.1278418226977045] User Vector: [-1.759325618117286, 0.32179251299712525] Predicted: 0.6095500627406418 Movie Vector: [-0.9087721041218856, 0.029574957365686938] User Vector: [-0.30518531799316406, 0.4092884063720703] Predicted: 0.2894485907484784 Movie Vector: [0.766465216170475, 0.7336831020419509] User Vector: [0.44610278295113864, 1.0047355684277857] Predicted: 1.0790797745448755 Movie Vector: [0.7903766632080078, -0.11826515197753906] User Vector: [0.33151838444393633, -0.9213271026788282] Predicted: 0.3709852843082453 Movie Vector: [0.3618335723876953, 0.1694011688232422] User Vector: [-0.34685768733879746, 0.4075289662724816] Predicted: -0.05646887290404534 Movie Vector: [0.06588171323135868, -0.02312237932676468] User Vector: [-1.998739242553711, -1.1804866790771484] Predicted: -0.10438470481837209 Movie Vector: [1.193187462959079, 0.40990269892756936] User Vector: [-0.41863045305578234, -0.2654837883526701] Predicted: -0.6083271295663139 Movie Vector: [0.6365687508877349, -0.7437635695482157] User Vector: [1.7720583315911094, -0.24867340178904518] Predicted: 1.312991175607474 Movie Vector: [0.6604781498088061, 0.046813258990010875] User Vector: [-1.8218824814285473, 0.9873525146145892] Predicted: -1.1570923815219123 Movie Vector: [-0.2340255178942384, 0.12311815419000097] User Vector: [0.005592932374697657, -0.6953875259604173] Predicted: -0.08692371753853403 Movie Vector: [-0.6191635451408232, -0.9758610652783953] User Vector: [-0.7998665483868345, 0.5929340267002945] Predicted: -0.08337302319681161 Movie Vector: [1.4732074737548828, -1.6597843170166016] User Vector: [0.023183822631835938, -1.8469524383544922] Predicted: 3.099697272227786 Movie Vector: [-0.7304477691650391, 0.6394100189208984] User Vector: [-0.5998045595644395, -1.313839770468096] Predicted: -0.4019564100251705 Movie Vector: [-1.5627193450927734, -0.5445766448974609] User Vector: [-2.1593166478669774, -0.6471939773232767] Predicted: 3.726852622571159 Movie Vector: [-0.6518174353975804, -0.32170112559230096] User Vector: [-1.163066342140908, 0.2617807082453454] Predicted: 0.6738917718306541 Movie Vector: [0.6249199497933563, -0.9150379624856101] User Vector: [0.29402423884835927, 0.1712085498503248] Predicted: 0.027079289963989284 Movie Vector: [2.1787013329714564, -1.1646653272777858] User Vector: [-0.9595738841450567, 1.2811940035368363] Predicted: -3.582787133906999 Movie Vector: [1.3086223602294922, 1.177816390991211] User Vector: [0.23544162554473871, 0.3766328318185481] Predicted: 0.7517084984179463 Movie Vector: [-0.5585956573486328, 0.012979507446289062] User Vector: [0.2991102738099908, 0.22137044617847604] Predicted: -0.1642084206640595 Movie Vector: [1.8512703303486828, -0.7274893640051794] User Vector: [-0.23417240884823232, -0.34842400595663126] Predicted: -0.18004167418948736 Movie Vector: [-0.23362159729003906, -1.0236835479736328] User Vector: [1.236811394832406, -0.05879913266991793] Predicted: -0.22875414885795395 Movie Vector: [-1.5746813445716272, 0.866602940522794] User Vector: [-0.01625308143461418, 0.3836573289819991] Predicted: 0.35807199357581176 Movie Vector: [-0.797387396118042, -0.09573647742281158] User Vector: [0.38715424865088033, -1.1922021555070397] Predicted: -0.19457468348363544 Movie Vector: [-0.055094382097653036, 0.5248048238612102] User Vector: [1.3727475375149227, 0.5532453943979332] Predicted: 0.21471517440357366 Movie Vector: [-0.408215385137663, -0.2530133253234886] User Vector: [0.5321533971204103, -1.2736637548316136] Predicted: 0.10502069799612304 Movie Vector: [0.5972136374541401, -1.0892887145121846] User Vector: [-0.7269116209644115, 1.2653537636172936] Predicted: -1.8124571078376777 Movie Vector: [0.03639796253410471, -0.45855434219010904] User Vector: [-0.5709595751518968, -1.549584959535618] Predicted: 0.6897871465626749 Movie Vector: [0.037220495550936504, 1.4457146697809338] User Vector: [-0.9154603732091462, -0.5376683791647747] Predicted: -0.8113889519839419 Movie Vector: [0.6515904827239565, -0.504949978480767] User Vector: [-0.8979784883252934, 0.614074489689604] Predicted: -0.8951911370379602 Movie Vector: [-0.07434511594847219, -0.7591111876438701] User Vector: [-0.09032047653233496, 0.06226855031676427] Predicted: -0.040553866883503306 Movie Vector: [-1.0035770113218583, 0.3140295129405906] User Vector: [-0.18694048951375758, -0.8152002606544159] Predicted: -0.06838776304108674 Movie Vector: [0.18904983794012167, 0.6092404860265959] User Vector: [0.7065387577229589, 1.2574085932349497] Predicted: 0.8996352601224191 Movie Vector: [0.030845828850070645, 0.6700972608039846] User Vector: [0.6795567461812051, -0.35735604476581745] Predicted: -0.21850181564270402 Movie Vector: [-0.2552882811143099, -0.3490142720928206] User Vector: [1.2005826702729427, 0.5707427486576038] Predicted: -0.505692051204597 Movie Vector: [0.9430027008056641, 0.8293628692626953] User Vector: [-0.20346184497840078, 0.4866849450377517] Predicted: 0.21177335311793166 Movie Vector: [0.060274711630736166, 1.922197470709565] User Vector: [-0.9057267482607027, -0.15959591747890328] Predicted: -0.3613672874811786 Movie Vector: [-1.1835796380395198, -0.41131843400078133] User Vector: [0.724407070338964, 1.314991818807976] Predicted: -1.398273833740996 Movie Vector: [-0.0926533070648177, 1.1432108412476722] User Vector: [0.16608724826545954, -0.20041058149160174] Predicted: -0.24450008227503944 Movie Vector: [0.5787089315016773, 0.5010419240401932] User Vector: [-1.4955967754899397, 0.450507194551532] Predicted: -0.6397922203490878 Movie Vector: [-0.7405333665854619, 0.7362895420901334] User Vector: [0.34539222717285156, 0.25681495666503906] Predicted: -0.06668430193596336 Movie Vector: [-0.896840129868606, 0.3829320351193722] User Vector: [1.0652387086937223, 0.9461505772749012] Predicted: -0.5930374557606972 Movie Vector: [-1.556619239375505, 0.9917793310812155] User Vector: [-0.21436222791343615, 1.9395970418877866] Predicted: 2.257332624936025 Movie Vector: [-0.22026591405861187, -0.5800980404957985] User Vector: [0.640483469725391, -0.7890303267873408] Predicted: 0.3166382695626014 Movie Vector: [-1.3287297251137564, -0.7949076812593787] User Vector: [-0.6707566528971064, -0.8950791069231515] Predicted: 1.6027595604501934 Movie Vector: [0.11872258715819402, -0.09213640986898419] User Vector: [0.7141772048790677, -0.3385508713841073] Predicted: 0.11598182729999836 Movie Vector: [0.052820445422489974, 0.41879077074261906] User Vector: [-0.14845169464572863, -0.3946732262454557] Predicted: -0.1731267892457213 Movie Vector: [-0.9384070621117074, -0.5437747390010622] User Vector: [3.895006268417617, -1.365103387192651] Predicted: -2.912792651172311 Movie Vector: [0.12904097286817548, 0.5417467219101679] User Vector: [2.013254165649414, 0.6593418121337891] Predicted: 0.6169885415080973 Movie Vector: [-0.0907676297304891, -0.7477892132143267] User Vector: [-1.3248887308055792, 1.8264631033813452] Predicted: -1.245552397290675 Movie Vector: [0.27062639642914055, -1.4627614307800871] User Vector: [-0.45496615599526014, 0.7709172195728818] Predicted: -1.2507938264096508 Movie Vector: [1.005868911743164, -1.164102554321289] User Vector: [0.03121766276691877, -0.9918267711583005] Predicted: 1.18598895422414 Movie Vector: [-0.44535676904917954, 0.6565925456913049] User Vector: [-0.5020427703857422, -0.7025241851806641] Predicted: -0.23768399701398862 Movie Vector: [-0.8644664777441373, 0.014299801939054647] User Vector: [0.6314182281494141, -0.5061817169189453] Predicted: -0.5530781899688796 Movie Vector: [0.7176685333251953, -0.030641555786132812] User Vector: [-0.5526176979245447, 0.08299502112516371] Predicted: -0.39913942932883184 Movie Vector: [0.23824182780670466, -0.9242342117235234] User Vector: [-0.42200204922693757, -0.9286737364821747] Predicted: 0.7577734992399412 Movie Vector: [-2.8936988791906737, 0.8450188833510834] User Vector: [-0.327693305438441, -0.9277283328691853] Predicted: 0.16429779077122253 Movie Vector: [0.2888179723270681, 0.30965887108984363] User Vector: [0.2725251371653368, -1.2059648352247765] Predicted: -0.2947275519255049 Movie Vector: [-0.06588899053476688, -0.2589760978164975] User Vector: [-0.13853250593416683, -0.3160282119440858] Predicted: 0.09097152010145823 Movie Vector: [0.8370685577392578, -0.7941341400146484] User Vector: [-0.7837653620274845, 0.5255650390524433] Predicted: -1.073434481508011 Movie Vector: [1.7375228419629165, 0.19896378971914108] User Vector: [-1.5546744758914683, -1.5061249087583533] Predicted: -3.0009467333151094 Movie Vector: [0.3087313427515276, 1.0066348521622983] User Vector: [-1.1923740315945013, -1.1449558204668548] Predicted: -1.5206756689042382 Movie Vector: [0.899872257906381, -0.8657411919349725] User Vector: [-0.1523340799829108, -0.511953147716452] Predicted: 0.30613771580858895 Movie Vector: [-1.3879255318357753, 0.8104929864771304] User Vector: [0.08923198006785962, 0.7256000680790768] Predicted: 0.46424642277297673 Movie Vector: [0.7454389436228661, -0.8513725802116638] User Vector: [1.1942046662846157, -1.0409636799156559] Predicted: 1.7764545989811218 Movie Vector: [0.01923183594886385, 0.20651463331270797] User Vector: [-1.0933690364787851, 1.3662823386504988] Predicted: 0.2611298022269095 Movie Vector: [-0.19572818684699217, -0.7957384934101356] User Vector: [-1.5784842322430377, -0.2983574879173931] Predicted: 0.5463683946765153 Movie Vector: [-0.9750066718988153, -0.03270293543696634] User Vector: [-0.36699440483272777, -0.1651260815399781] Predicted: 0.36322210084500556 Movie Vector: [-0.08849143981933594, -1.2867069244384766] User Vector: [-0.795007831362139, -0.443579844693609] Predicted: 0.6411086453734942 Movie Vector: [-1.0185523950087567, -0.05229597154400693] User Vector: [0.4951171950181492, 0.817613323759583] Predicted: -0.5470606879090856 Movie Vector: [-0.9888187358922217, 2.577891744798024] User Vector: [-0.711627375736921, -1.215953744905494] Predicted: -2.430926638945634 Movie Vector: [-1.3388196189148733, -0.9067056055426854] User Vector: [0.44337524760903235, 1.0021246911844268] Predicted: -1.5022315549898648 Movie Vector: [-0.2731143454427617, 1.407426651578513] User Vector: [0.22260520839462727, -0.25822444891705937] Predicted: -0.42422864727789183 Movie Vector: [0.5856069592393671, 0.12604458679756156] User Vector: [-0.8518902695066052, 0.509556111328045] Predicted: -0.4346460808288523 Movie Vector: [0.8472942983866849, -1.1475274319976427] User Vector: [-0.9067818078444732, -0.41097105565542147] Predicted: -0.29671049554576656 Movie Vector: [1.2477341482616824, -0.27552972197799297] User Vector: [1.1294452886157476, -1.4322668657090887] Predicted: 1.8038795465062565 Movie Vector: [-1.685250778577274, -0.018746974015015655] User Vector: [-0.2508831024169922, -0.18645286560058594] Predicted: 0.42629637070655746 Movie Vector: [2.4278823735944717, -0.10773864507511122] User Vector: [0.04833672733294386, -0.6450349532587717] Predicted: 0.18685108017908428 Movie Vector: [1.1568000747928007, -1.3826847258143409] User Vector: [0.44049462262435973, -0.8469434002201202] Predicted: 1.6806199155113082 Movie Vector: [0.27921019903504035, 2.1818229175098542] User Vector: [-0.7563567946449576, 0.32556441684107107] Predicted: 0.4991413746152563 Movie Vector: [1.0455860194390079, -0.22417861610552112] User Vector: [0.6991760031285497, -0.0008735803894164562] Predicted: 0.7312444920412119 Movie Vector: [0.6573058723764923, -0.6128561587257998] User Vector: [-0.3788428146324358, 0.3594633141265175] Predicted: -0.46931491266396197 Movie Vector: [1.0484428726995452, 0.14768356113067221] User Vector: [-1.2497981946973185, -0.8468080535999991] Predicted: -1.4354016384929429 Movie Vector: [0.6059455704833894, -0.3281369661923024] User Vector: [0.6710703447294862, -0.09461353964057799] Predicted: 0.4376783027299677 Movie Vector: [0.06489789471914104, 0.432221123160515] User Vector: [0.858869694285802, -0.41860789870164944] Predicted: -0.12519234114346917 Movie Vector: [0.5001520751494708, 0.08211576731894521]
avg loss: 15.249336063046725: 3%|█▍ | 2211/70000 [00:03<02:05, 540.30it/s]
User Vector: [-0.21888689790546595, 1.1857230962040188] Predicted: -0.012110174337860657 Movie Vector: [0.058334424767568845, 0.00016948730711166538] User Vector: [-0.036671045368348254, -0.4310281526508027] Predicted: -0.0022122381380701153 Movie Vector: [0.7427508907135955, -0.05943982356051827] User Vector: [-1.1527156829833984, 0.6793117523193359] Predicted: -0.8965587709758975 Movie Vector: [-0.07396071228265264, -1.1927418058734323] User Vector: [0.49734321036861673, -1.2952392304894769] Predicted: 1.5081021207243293 Movie Vector: [-1.5608120359866489, -0.8506370732689584] User Vector: [-0.9933563298311374, -0.8106856774433333] Predicted: 2.2400418076254227 Movie Vector: [0.3203084577295585, 0.7799975633462518] User Vector: [1.1295407698042654, -0.2494915155309415] Predicted: 0.1671986877289646 Movie Vector: [1.0279178619384766, -0.34668922424316406] User Vector: [-1.0339069366455078, -1.4139270782470703] Predicted: -0.57257812586613 Movie Vector: [2.1015785752556706, -0.8322148971141037] User Vector: [1.0843090303588239, -1.422299693851219] Predicted: 3.462419620542168 Movie Vector: [-0.3106763207484601, -0.13487693400919848] User Vector: [-0.45692737051687105, 0.41422667936000146] Predicted: 0.08608688982456156 Movie Vector: [-0.530136695888978, 0.6410748486212801] User Vector: [-0.43161990817554813, 1.1210951660625244] Predicted: 0.9475234658736709 Movie Vector: [-0.7417317038575966, -0.26712252448379503] User Vector: [-0.03564272776380787, 0.7321299762693732] Predicted: -0.16913106631695424 Movie Vector: [-0.6180545121787786, -0.8006997397693693] User Vector: [1.0131300573091206, 0.8898331692721668] Predicted: -1.3386587904182234 Movie Vector: [0.35375055818243945, 0.02232238530253694] User Vector: [0.35676897790970385, -0.2542671219660583] Predicted: 0.12053137641144265 Movie Vector: [0.7941111022974869, 0.7703091749130494] User Vector: [-0.7222652435302734, -0.4397106170654297] Predicted: -0.9122719713231673 Movie Vector: [-0.3875587970532548, -1.266543493801206] User Vector: [0.04539205336453212, -1.5426739384803148] Predicted: 1.9362715502411891 Movie Vector: [-1.0620272630415715, 0.4279123307440589] User Vector: [-1.0408807534021953, 0.4180140512934677] Predicted: 1.2843171046611366 Movie Vector: [-0.09649169130078113, -0.32878871499631934] User Vector: [-0.8938971412601132, 0.2176574951185259] Predicted: 0.014690318879783809 Movie Vector: [0.021944046020507812, -0.8879375457763672] User Vector: [0.2610283719853851, 2.129783689505962] Predicted: -1.8853868836869547 Movie Vector: [-0.23324859489232644, 0.026520783085456467] User Vector: [0.3738316549466256, 0.3589662354572725] Predicted: -0.07767564257700822 Movie Vector: [1.777200698852539, 0.48743247985839844] User Vector: [-0.11759140616269095, 0.8621764434385204] Predicted: 0.2112692726893451 Movie Vector: [-0.40328025817871094, 0.8654689788818359] User Vector: [-1.161282734196232, 0.36838317274794424] Predicted: 0.78714660922055 Movie Vector: [-1.7368867015996587, -0.057122080679045964] User Vector: [0.03823000998309148, 0.8639842507125755] Predicted: -0.11575377401628259 Movie Vector: [-0.1687176309031201, -1.0994722227387985] User Vector: [-0.4032611846923828, -0.8946323394775391] Predicted: 1.0516606785358655 Movie Vector: [1.212663973894857, -0.13889669229619114] User Vector: [0.8268260955810547, 1.495981216430664] Predicted: 0.794875376087839 Movie Vector: [-1.3677998424437283, 0.8115133350574049] User Vector: [0.3222300976174207, -0.556984569982635] Predicted: -0.8927466827138579 Movie Vector: [-1.2160876579116846, 1.277629725118897] User Vector: [0.3689188435659454, -1.6327445115575927] Predicted: -2.5346805739223126 Movie Vector: [0.9944322582611864, -1.8261035752237882] User Vector: [0.4790955119437659, 0.40981307315689475] Predicted: -0.2719330862002151 Movie Vector: [-1.099543493440433, 0.32582893222250375] User Vector: [1.3757207602296642, 0.584423833572222] Predicted: -1.3222426170432338 Movie Vector: [-2.009691634465651, 0.01898566733528853] User Vector: [-0.9136389556597067, 0.4136178130247289] Predicted: 1.8439853763132832 Movie Vector: [-2.198359386768716, 0.700004171941808] User Vector: [-0.6592461354073522, 0.05809332318959547] Predicted: 1.4899254985584334 Movie Vector: [1.1631309092333768, -1.3948570842767158] User Vector: [-0.709838353142281, -0.6810518160241622] Predicted: 0.12433502124172102 Movie Vector: [-0.013756548735536424, 0.8094435819136353] User Vector: [-1.1672459488336144, -0.47731838407106403] Predicted: -0.3703050267342233 Movie Vector: [-0.32333875378782256, 0.8495011127048067] User Vector: [0.16569949190174627, -0.31159111128190387] Predicted: -0.3182740629576906 Movie Vector: [0.33701776939401845, 0.565961973537171] User Vector: [-0.04841976423205181, 0.817061282114099] Predicted: 0.44610729479003636 Movie Vector: [0.7178107471822871, -0.42709372704823734] User Vector: [0.6073477133938139, 0.4076150984210625] Predicted: 0.2618708643648814 Movie Vector: [0.9636127498160988, -1.4842513911372783] User Vector: [0.5446442562237033, -0.4614722788469377] Predicted: 1.2097670212611238 Movie Vector: [0.24487819724562515, -0.5978550578686994] User Vector: [-1.5880215374370605, -0.2809424087474184] Predicted: -0.2209090112353538 Movie Vector: [0.8326291260506782, 1.4725881632004587] User Vector: [0.457120273377433, -0.8668154886249515] Predicted: -0.8958505745056263 Movie Vector: [-0.4741468947563684, 1.0781215845567922] User Vector: [0.20385544406651251, -1.1916222711851785] Predicted: -1.3813711169866456 Movie Vector: [1.3928100462220128, 1.2723615150924827] User Vector: [-0.7123704001335331, 0.6692858279332627] Predicted: -0.14062311987808718 Movie Vector: [-0.5689475643474431, 0.36281452406710063] User Vector: [0.3347220606925151, 0.7455849571445758] Predicted: 0.08006975021363544 Movie Vector: [-2.6710249954745704, 1.2678026385102175] User Vector: [-0.15648770791402097, 0.7746103782154988] Predicted: 1.4000356606418807 Movie Vector: [-0.5410942066737898, 0.5226241483238122] User Vector: [0.9041210382457479, -0.036093040535945684] Predicted: -0.5080777504971816 Movie Vector: [-0.29076283548033677, 0.12996437588605425] User Vector: [3.68754729908284, -1.4853187515672412] Predicted: -1.2652402331884738 Movie Vector: [0.7855899676592462, -1.0609613866371501] User Vector: [-1.1748409271240234, -0.8207416534423828] Predicted: -0.05216804323702262 Movie Vector: [-0.34388743345516537, -0.39884369689376303] User Vector: [0.3548422561429683, -0.3090973191569706] Predicted: 0.0012557247260717441 Movie Vector: [0.16948874134261893, -0.23998577515742722] User Vector: [0.9503700007786243, 0.02291170706882445] Predicted: 0.15557853146066106 Movie Vector: [2.5753084349058146, 0.22666670009040202] User Vector: [0.39705621114533973, -0.15006465684911025] Predicted: 0.9885275491261512 Movie Vector: [-1.0312315852929128, 0.5794644567647589] User Vector: [-0.03404018902004216, -0.43102050884939985] Predicted: -0.21465774692807896 Movie Vector: [-0.2239061852366172, 0.4205639967344981] User Vector: [0.734927635750525, -0.35465454844753846] Predicted: -0.31370977770103164 Movie Vector: [-0.18788297698191453, -0.5481985375150119] User Vector: [0.3472423553466797, -2.398099899291992] Predicted: 1.2493939301500214 Movie Vector: [2.068963332612098, -0.10674415751847544] User Vector: [-0.4037416203062182, 0.12310305629020642] Predicted: -0.848467140294609 Movie Vector: [-1.050433715505128, 0.2591801797081341] User Vector: [0.9360017440811035, -1.0677438579897527] Predicted: -1.259945834750434 Movie Vector: [-0.8824918968722139, 1.149663225066963] User Vector: [-0.48268382681234356, -0.16900644852287394] Predicted: 0.2316640672472433 Movie Vector: [0.013219742717994837, 0.1810372288025357] User Vector: [-0.27683087561192754, 1.5126169194172836] Predicted: 0.27018034237914657 Movie Vector: [0.6595086364001882, -0.6809526032314297] User Vector: [0.011315345820547829, -1.2570439150145853] Predicted: 0.863449894597916 Movie Vector: [0.36843822889649536, 0.49042904137534926] User Vector: [-1.0418033599853516, -0.48584938049316406] Predicted: -0.6221148307394907 Movie Vector: [-0.4406261444091797, 0.2495288848876953] User Vector: [-0.7690469138358069, 0.9964860896119148] Predicted: 0.5875142392602113 Movie Vector: [-0.33431390978643216, -1.0053527213386637] User Vector: [1.1225275642703867, 0.44325389550278416] Predicted: -0.8209030889419613 Movie Vector: [1.0393316051699921, -1.5136358745205216] User Vector: [1.1467707379004637, -0.1202653801809534] Predicted: 1.3739130656888054 Movie Vector: [-0.5189880697458273, 0.6302867604074092] User Vector: [-0.2161456045123672, 0.8837805868823052] Predicted: 0.6692121930869254 Movie Vector: [-0.5244635791200218, 0.08888575615634009] User Vector: [0.705815639688363, 1.328593538316663] Predicted: -0.2520815553121426 Movie Vector: [-1.9196605682373047, 0.22116661071777344] User Vector: [0.9833259176754947, -0.32619243383375474] Predicted: -1.9597948649202024 Movie Vector: [-1.3014203634493444, -1.0314003872585988] User Vector: [0.67026217491605, 0.05876842047467956] Predicted: -0.9329066149217545 Movie Vector: [0.1379871368408203, 0.023984909057617188] User Vector: [-0.5926203580936956, -0.025787017779595717] Predicted: -0.08239248572324147 Movie Vector: [-0.5558824364876812, 0.08750144799350222] User Vector: [1.5224134628328274, -2.948431976205871] Predicted: -1.104274972289517 Movie Vector: [0.2629821517828632, 0.3356760533239615] User Vector: [-0.7419807542420558, 0.39019642670620414] Predicted: -0.06414809879419664 Movie Vector: [2.6892090379106794, -0.70320141533551] User Vector: [-0.8086320258807393, 0.10566095348243738] Predicted: -2.248881484377056 Movie Vector: [-0.6486095988767931, 0.36613495315549405] User Vector: [0.6241503077907244, 1.003172207829346] Predicted: -0.03753347145447766 Movie Vector: [0.32709534089342374, 0.7333983970919713] User Vector: [-1.6654280883946164, -0.8775171476394438] Predicted: -1.188323437806407 Movie Vector: [0.1787364369432014, 0.6190434366922625] User Vector: [0.8719539642333984, -0.9148502349853516] Predicted: -0.4104820887784786 Movie Vector: [1.7003577652581237, -0.065095533132566] User Vector: [-1.2743396717411755, -0.2759838916334723] Predicted: -2.1488680378597147 Movie Vector: [-0.589424629750521, 0.7950700995330543] User Vector: [-1.6184982300150663, -0.7722931391980346] Predicted: 0.3399555369276277 Movie Vector: [0.9739208221435547, 0.23161888122558594] User Vector: [0.6054628536839475, 1.3456012651093685] Predicted: 0.9013395398376178 Movie Vector: [-0.011673346220562977, 0.20903817182347306] User Vector: [2.478017807006836, 1.322927474975586] Predicted: 0.2476155810220289 Movie Vector: [0.09078558175943163, 0.03757325115079144] User Vector: [0.7111120599155467, -0.7835060465869076] Predicted: 0.03511985258900713 Movie Vector: [-0.05749058409409463, -1.3991368768136285] User Vector: [-0.5201244354248047, -1.0591602325439453] Predicted: 1.5118123974009154 Movie Vector: [-1.2705776312727293, -0.5158140954008383] User Vector: [-1.6538431547513837, -0.8923813255245141] Predicted: 2.5616389842386593 Movie Vector: [-0.8071526186585913, 0.3336046562609995] User Vector: [-0.9570946108317444, -0.17107303678920197] Predicted: 0.7154506598032808 Movie Vector: [-0.7635099526607458, -0.06663284289550214] User Vector: [-0.23451662913294008, -0.17834074960950072] Predicted: 0.1909391315580447 Movie Vector: [-0.6290868739624705, -0.5946288479197315] User Vector: [-0.8281040191650391, -0.22683143615722656] Predicted: 0.6558298842864421 Movie Vector: [-0.7064530608988205, -0.8851101631774687] User Vector: [-1.5884954850779476, 0.6463716070016056] Predicted: 0.5500874191107991 Movie Vector: [0.2488982130284844, 0.7037951820341021] User Vector: [-0.22046524557370337, -0.6255362962414751] Predicted: -0.49512283714038774 Movie Vector: [0.15768155535945422, -1.1015182068194278] User Vector: [-0.4282093048095703, 1.4993953704833984] Predicted: -1.7191320090099882 Movie Vector: [-1.6389190891343268, 1.2642924711142824] User Vector: [-0.2857494354248047, -1.3761043548583984] Predicted: -1.2714781708879808 Movie Vector: [-0.8319645429847232, 0.43949990421717755] User Vector: [1.2164052442527944, -0.23537490915565662] Predicted: -1.1154532831480346 Movie Vector: [0.8852291107177734, 1.0492610931396484] User Vector: [1.0500012910539314, 0.22515203371278447] Predicted: 1.1657349781482769 Movie Vector: [-0.7484186680199731, -0.1297669621947008] User Vector: [0.7186098699910028, -1.1325626422634265] Predicted: -0.39085182814294384 Movie Vector: [-0.5264568328857422, -0.6460094451904297] User Vector: [-1.2627477675893422, 0.6822350009337187] Predicted: 0.22405193601594242 Movie Vector: [1.0439663720149448, 0.3725202258445902] User Vector: [-0.5926588002375606, 0.344260600252257] Predicted: -0.490471820971371 Movie Vector: [0.9189469520991055, 1.233540452272305] User Vector: [-0.5123053991468678, -0.11625662778368132] Predicted: -0.6141887383058651 Movie Vector: [-1.7197298859590726, 0.9173119952388731] User Vector: [1.1629051167713844, 0.3589768143911869] Predicted: -1.6705889459928007 Movie Vector: [0.49189880322093177, 0.056639973386233645] User Vector: [0.11037183612126182, -0.9790579864822132] Predicted: -0.0011620442005865553 Movie Vector: [-0.3013857816410577, 0.7376663825845526] User Vector: [-0.42868171607736594, 0.40277281104961654] Predicted: 0.4263105366055891 Movie Vector: [0.6137072850492409, -0.1416908424592007] User Vector: [0.6245971116374103, -0.6397193158425143] Predicted: 0.473962166431742 Movie Vector: [0.7712893289498671, -1.3590651145545387] User Vector: [-1.0763955778791352, -0.1217646938768141] Predicted: -0.6647262753146119 Movie Vector: [-1.2371204339747008, -1.72389050845724] User Vector: [-1.1295686894712778, -0.9401756847030045] Predicted: 3.0181724464647375 Movie Vector: [-0.41397068775751733, 1.3926780604929565] User Vector: [-1.7597063352059834, 0.8102436436881627] Predicted: 1.8568753880548579 Movie Vector: [0.5051102471486534, 1.3811441837327167] User Vector: [-0.9911356308153808, 0.43852833779780326] Predicted: 0.10503809971241862 Movie Vector: [-0.4025434447621107, 1.0933480537858216] User Vector: [-1.1561292973011028, -0.8850064625194601] Predicted: -0.5022278234575421 Movie Vector: [-0.12821302072221857, -0.6638599217747397] User Vector: [0.14839023463977424, 0.017945551446404084] Predicted: -0.030938892608258634 Movie Vector: [-0.06762504577636719, -0.4198169708251953] User Vector: [-0.039589810468160985, 0.684071315452752] Predicted: -0.2845074847365939 Movie Vector: [1.4258670806884766, -0.0065135955810546875] User Vector: [0.17066001892089844, -1.1494922637939453] Predicted: 0.2508258306988864 Movie Vector: [-1.2445171896171745, 0.3626026999924708] User Vector: [-1.5304896320375967, -0.42140301740418806] Predicted: 1.7519187837059207 Movie Vector: [-0.07770269836055904, -0.17148478241096998] User Vector: [0.6423854827880859, -1.8513202667236328] Predicted: 0.2675581677118364 Movie Vector: [0.2435470630607216, -0.15130860802675242] User Vector: [-0.8108234405517578, 0.6021595001220703] Predicted: -0.2885855833807257 Movie Vector: [0.4841544214929571, -0.1376606755431847] User Vector: [1.0405775278299063, -1.404982231489232] Predicted: 0.6972110141180385 Movie Vector: [-1.2689434936853725, -0.7487703333451596] User Vector: [-0.8434009552001953, 0.3302288055419922] Predicted: 0.8229626218634648 Movie Vector: [-1.1777604467452727, 0.552301894814488] User Vector: [0.9682664975287173, -0.04148196993533776] Predicted: -1.1632965532938273 Movie Vector: [-1.0022390829929577, -2.2412424736802907] User Vector: [-0.5397801593498049, -0.6083110577268824] Predicted: 1.904361351711413 Movie Vector: [0.005207531780475783, -1.135131537084121] User Vector: [-0.11014683764331964, -0.17261972764436478] Predicted: 0.19537250361444367 Movie Vector: [0.7574520968689106, -0.8618441991589413] User Vector: [0.5370522334789728, -1.1640425932055203] Predicted: 1.4100146969048883 Movie Vector: [0.30092426780101356, -0.42913476317970967] User Vector: [-1.9675579073640763, -0.5803698659684426] Predicted: -0.34302903764062165 Movie Vector: [-0.409742360410833, 0.08615842009975799] User Vector: [0.40749121803511623, 1.8661912316092903] Predicted: -0.006178325404915919 Movie Vector: [-0.09079206269582002, -0.909192938007992] User Vector: [-0.28916146298558865, -1.1752040271744635] Predicted: 1.094740767902177 Movie Vector: [0.39619979688722134, -1.8188118293675635] User Vector: [-0.7415264838041782, -0.028888198841701962] Predicted: -0.24125044448730093 Movie Vector: [-1.3448291888898303, -0.18414477280307592] User Vector: [0.8738373329694914, -0.31892316114702796] Predicted: -1.1164339186679555 Movie Vector: [0.6833229851946573, -0.33904633083874813] User Vector: [0.7008219901019711, -0.7927062132187531] Predicted: 0.747651907391436 Movie Vector: [1.4217548501290724, 1.238764636801348] User Vector: [0.4684908415101936, -0.25988547481086044] Predicted: 0.3441421903441469 Movie Vector: [0.14265091266871793, -1.2459134239250294] User Vector: [-0.32537654591924803, -0.580197959529656] Predicted: 0.6764611650755337 Movie Vector: [1.0191482976637722, 1.07797741715844] User Vector: [-0.3942742566915851, -0.9668237159688192] Predicted: -1.4440380697074708 Movie Vector: [0.582949172560904, -0.22196082635769587] User Vector: [-2.6233959197998047, -1.7736339569091797] Predicted: -1.1356292220153161 Movie Vector: [-0.0663233715226739, 0.3134250771317463] User Vector: [-1.0181157064313415, -0.916100620185285] Predicted: -0.21960404129129812 Movie Vector: [1.5917002567583962, -1.061411971929755] User Vector: [1.0409259796142578, -0.2321338653564453] Predicted: 1.9032318127981602 Movie Vector: [0.03413401033251218, -0.7605334248843679] User Vector: [-0.08039494900984268, -1.361081195414983] Predicted: 1.032403541074483
avg loss: 15.194444581788076: 3%|█▌ | 2334/70000 [00:03<02:05, 539.29it/s]
Movie Vector: [0.09188549838439694, -0.9657490945477774] User Vector: [2.46531648926653, -0.060653966847024045] Predicted: 0.28510334785477126 Movie Vector: [-1.2968532815902594, 0.6888800367376644] User Vector: [1.394731506468355, -2.9283335609094165] Predicted: -3.8260326621202267 Movie Vector: [-0.2669204223946465, 0.25150367996145384] User Vector: [0.25252317011578607, -0.4249876377514166] Predicted: -0.17428954606434732 Movie Vector: [1.980874573547018, -0.07988540697029478] User Vector: [-1.2960241206300587, 0.6905586901755649] Predicted: -2.6224267892612647 Movie Vector: [1.8927160142673007, 0.604738256162896] User Vector: [-0.6988620758056641, 0.7331752777099609] Predicted: -0.8793683037373999 Movie Vector: [-0.2538013458251953, -0.2286052703857422] User Vector: [-2.7757145258655025, 0.6680785240137949] Predicted: 0.5517538106701273 Movie Vector: [-0.5519536539689083, 0.38531768338568373] User Vector: [-0.2808081892784913, 0.4384516418489086] Predicted: 0.3239362770505271 Movie Vector: [-0.06526424592970523, -1.5200231779709066] User Vector: [-0.18131840329213536, -0.5148430186386206] Predicted: 0.7944069302112502 Movie Vector: [2.6469835372664194, 0.19957758943440007] User Vector: [-1.6890535375395523, -0.677121657477256] Predicted: -4.606035215581939 Movie Vector: [0.37980079650878906, 0.1831531524658203] User Vector: [-0.26509911034811257, 0.1447878155136956] Predicted: -0.07416650841401157 Movie Vector: [-0.05919580124042746, -0.8319956243678659] User Vector: [1.071011632238446, -0.5052838841734498] Predicted: 0.356994588987737 Movie Vector: [0.3110878072662943, -0.17403352670664754] User Vector: [-1.7816197227080417, -0.269058452718692] Predicted: -0.5074149815027602 Movie Vector: [-0.7831621062365015, 0.7026250655373912] User Vector: [1.2123370742478505, 0.24667540419249867] Predicted: -0.7761361344993277 Movie Vector: [-1.3416009343948443, -0.029105381374069893] User Vector: [0.07504185067547331, 1.2045246782525711] Predicted: -0.1357343671199533 Movie Vector: [0.41871262322405645, -1.4746494637098642] User Vector: [0.828190023941153, 0.3058701164166601] Predicted: -0.10427758568630724 Movie Vector: [-0.19854781285377113, -0.3983973796986676] User Vector: [1.346606171017117, -0.42045007253697525] Predicted: -0.09985950283799419 Movie Vector: [-0.9237551980062302, -1.0868473241057792] User Vector: [0.30344345725488747, -1.336730154349438] Predicted: 1.1725141203660083 Movie Vector: [-0.011415481567382812, 0.4153728485107422] User Vector: [-1.7239856719970703, -0.7795619964599609] Predicted: -0.30412876039918046 Movie Vector: [-1.0834649425667162, 1.231575919361192] User Vector: [1.213380565142371, -0.16146838562979182] Predicted: -1.513515879803327 Movie Vector: [-0.5714043392300294, 1.5836858783102659] User Vector: [2.0581531524658203, 0.2293872833251953] Predicted: -0.8127602408528662 Movie Vector: [1.2785765856843567, -0.25915319239224444] User Vector: [1.2333713311244145, 1.5351904389326032] Predicted: 1.179110202250589 Movie Vector: [-0.16465220437132155, 0.09238943745288224] User Vector: [0.1422405242919922, 0.31981468200683594] Predicted: 0.006127282684174968 Movie Vector: [-0.07153511047363281, 1.9141292572021484] User Vector: [-0.5599763123250727, 0.52406270692087] Predicted: 1.0431817272905837 Movie Vector: [0.48285070560291643, 0.6736195291283664] User Vector: [1.0017293579278257, 1.4759480620410328] Predicted: 1.4779131658686127 Movie Vector: [-0.38538598021819775, -1.3403878708690402] User Vector: [-0.34239768981933594, -1.4352703094482422] Predicted: 2.055774183518349 Movie Vector: [-0.6138708053249728, -0.011241079574086765] User Vector: [-0.20503357688627377, 0.9368772494838544] Predicted: 0.11533261524923709 Movie Vector: [-0.6617836646912294, 0.7948435560148037] User Vector: [-0.3151226043701172, -1.345224380493164] Predicted: -0.8606999382818973 Movie Vector: [-0.3511819248592727, -0.3644659941960422] User Vector: [0.477829152003915, 0.681608596253738] Predicted: -0.41622811604079624 Movie Vector: [0.6070613861083984, -1.0091495513916016] User Vector: [-2.422642891037917, 0.5912017796055998] Predicted: -2.067303962150043 Movie Vector: [2.43617655487725, -0.21842129016205514] User Vector: [-0.6837382592546863, -0.29417330810863895] Predicted: -1.601453403380521 Movie Vector: [1.5398708355377748, 0.22632146795576075] User Vector: [-0.5727136267768788, 0.8648864798760023] Predicted: -0.6861626332481543 Movie Vector: [0.650522837931265, -0.5628407274720337] User Vector: [0.7425421701602141, 0.851875927794555] Predicted: 0.0035701729004616878 Movie Vector: [0.5094712823333909, 1.1126964662690186] User Vector: [-1.612109746509107, -0.9160789147722699] Predicted: -1.8406413911068147 Movie Vector: [-0.7165303865571618, 0.5611357102912669] User Vector: [0.6536132271217558, 1.3570524379077005] Predicted: 0.2931568453594071 Movie Vector: [1.2181082113387234, 0.33919091311571076] User Vector: [-0.8233691589905023, 0.15142877987814132] Predicted: -0.951589467410525 Movie Vector: [-0.4845163515443357, -0.7380490700031269] User Vector: [-1.825722644864709, 0.22092334909555605] Predicted: 0.7215402024797725 Movie Vector: [1.2460041046142578, 1.2787342071533203] User Vector: [0.25493899635299355, 0.010690750987884953] Predicted: 0.3313256648704359 Movie Vector: [-0.5632951135758109, 0.5032575653066478] User Vector: [-0.2150546283483814, 0.5736511975263039] Predicted: 0.40983352630283587 Movie Vector: [-0.8799873341900494, 0.5892035890987696] User Vector: [-0.5559504940515155, -0.5222125223468872] Predicted: 0.1815399007629267 Movie Vector: [-0.25016878772881224, -1.0834166628096376] User Vector: [-0.37111510208897147, 0.8505840659915107] Predicted: -0.8286955350181227 Movie Vector: [0.17055733130848183, 0.23648135376216328] User Vector: [1.034801689511042, 1.522086895783536] Predicted: 0.5364381842550509 Movie Vector: [1.0875357192379869, 0.3429013019570449] User Vector: [0.26782756808439334, 1.8546629806009816] Predicted: 0.9272383976280316 Movie Vector: [0.2508208423837082, 0.23913741268874683] User Vector: [0.32841744773298376, -0.8770997345590966] Predicted: -0.12737342029855453 Movie Vector: [0.6166753059063603, -0.007730384792849154] User Vector: [0.9732340569981867, -0.15068734729508665] Predicted: 0.6013342809958495 Movie Vector: [-0.14221874102623255, -0.46899349419235264] User Vector: [2.973318099975586, -1.9398975372314453] Predicted: 0.48693776751227735 Movie Vector: [1.6290383254939012, -1.2334406584889086] User Vector: [1.0248908353734663, -0.13420405389696127] Predicted: 1.835119186881386 Movie Vector: [-0.25349235127850045, -0.5127222397902319] User Vector: [-0.3521872833646841, -0.3386949236420993] Predicted: 0.26293320240586 Movie Vector: [1.0192389111185982, -0.7534013408374953] User Vector: [2.6143851132708016, -0.10958787289729982] Predicted: 2.74724668647516 Movie Vector: [1.0865321368627037, -1.7473223440368535] User Vector: [0.4861927032470703, -2.1465015411376953] Predicted: 4.27889410112553 Movie Vector: [0.19804676319200415, 1.499717664110917] User Vector: [0.3862897931552641, -0.8219231279462305] Predicted: -1.1561491903337502 Movie Vector: [0.8394608298039887, -0.6613665959916843] User Vector: [0.37762692458684927, 0.048793460938906685] Predicted: 0.2847326463021868 Movie Vector: [-0.29113964197221653, 0.7889520010704503] User Vector: [-1.9222879719215473, -0.6449273148151287] Predicted: 0.05083753634434951 Movie Vector: [-0.7690010004083796, -0.0915082768819343] User Vector: [0.1028675509703505, -0.14651407331679495] Predicted: -0.06569799921758622 Movie Vector: [-0.5611117034301281, 0.8025227389419458] User Vector: [0.9507885718921083, -0.9241073215511658] Predicted: -1.2751157339438266 Movie Vector: [0.39788246154785156, -0.4880237579345703] User Vector: [-0.4367321984105836, 0.5664133020627861] Predicted: -0.45019123035761743 Movie Vector: [-0.5663816682059192, 0.8210521088154745] User Vector: [-0.8045363779399486, 0.49775550892721804] Predicted: 0.8643578661491881 Movie Vector: [-0.37466050629571707, -0.586926534568044] User Vector: [-1.0369575962384585, 0.1757339495219034] Predicted: 0.2853641400150443 Movie Vector: [0.06340980529785156, 1.8851184844970703] User Vector: [-0.08514310834733578, 0.5907452693783285] Predicted: 1.1082259190115296 Movie Vector: [-1.043515663478312, 0.7615669891673046] User Vector: [-0.613125704111409, -0.9790722621147112] Predicted: -0.10582283891449851 Movie Vector: [-0.504491050728156, 1.4343574857776986] User Vector: [0.7179693166329033, 0.5639458173397267] Predicted: 0.4466908097355501 Movie Vector: [-0.6813279672557886, -0.7937696410361943] User Vector: [2.06433017902606, 0.7188144591800847] Predicted: -1.9770589798556055 Movie Vector: [-0.7373254181533928, -0.006672892098352645] User Vector: [0.7572228219893997, -0.20545277807919624] Predicted: -0.556948669639197 Movie Vector: [0.19653037023342468, -0.11639157574286543] User Vector: [-0.2762247666976546, 0.26378471864117586] Predicted: -0.08498887472626629 Movie Vector: [1.5009333671564342, 0.05473143046646746] User Vector: [0.6983374259717074, -0.9340959726377096] Predicted: 0.9970335353996438 Movie Vector: [-0.7618427276611328, -0.11307716369628906] User Vector: [-1.4826159390347506, -1.3396479779788408] Predicted: 1.2810037647694221 Movie Vector: [0.5937780468899916, -1.3791456568420588] User Vector: [-0.1631755714591891, -0.15832476439760246] Predicted: 0.12146283906830009 Movie Vector: [-0.39326710676125526, -0.24367906883212537] User Vector: [0.2195721850871894, 0.22321859018256893] Predicted: -0.140744216156194 Movie Vector: [-0.048172537857055164, 0.3357600863538658] User Vector: [-0.047447756326658985, 0.2853281909478666] Predicted: 0.0980874968697263 Movie Vector: [-0.024080276489257812, 0.5299472808837891] User Vector: [-0.1838538984482, 1.0017800978111076] Predicted: 0.5353178915867534 Movie Vector: [0.5305385589599609, -1.5949153900146484] User Vector: [0.019779684608141335, -0.3796876337422758] Predicted: 0.6160635358224866 Movie Vector: [0.330980510168644, -0.2799956036685879] User Vector: [-0.34879722131722823, 0.8658901337087205] Predicted: -0.3578905129554291 Movie Vector: [0.4941895795200622, -0.39731279054336455] User Vector: [-1.213981760615302, 1.2379677310407584] Predicted: -1.091797549645942 Movie Vector: [-0.7824152569296423, 1.191514286489669] User Vector: [1.2199448874560568, 0.08634306112831969] Predicted: -0.8516245016852905 Movie Vector: [-1.6437835106342091, 0.0966433039850094] User Vector: [0.7032604639946396, -0.5920029203320007] Predicted: -1.2132210725850103 Movie Vector: [-1.7790699005126953, 0.3033161163330078] User Vector: [0.6854122895066113, -0.23014975175467092] Predicted: -1.2892045025799381 Movie Vector: [-0.539877043135021, 0.3587581498029898] User Vector: [0.7650288105157782, -0.6593773249691862] Predicted: -0.6495784812623506 Movie Vector: [-1.2204456329345703, -0.41731834411621094] User Vector: [-1.3970895356066608, 0.48103100373776125] Predicted: 1.5043287606013347 Movie Vector: [-0.925453423881339, 0.35219843404667095] User Vector: [-0.2489415364404369, 0.2476267164086389] Predicted: 0.3175975389923251 Movie Vector: [0.02820778726686876, -0.64815961256049] User Vector: [-0.5988203736297413, 0.3147281837869367] Predicted: -0.2208854953756222 Movie Vector: [-2.091035842895508, -0.5746173858642578] User Vector: [-0.755891285452911, 1.1102983589195967] Predicted: 0.9425990306826424 Movie Vector: [-0.6359708153629113, 0.4145068448143372] User Vector: [0.35612952825188116, -1.0726984690271115] Predicted: -0.6711288442907558 Movie Vector: [1.1859233389426538, 0.4258846567172766] User Vector: [1.5472698211669922, -0.4304981231689453] Predicted: 1.6516008471603238 Movie Vector: [-0.27777186549212596, 1.5178230471671461] User Vector: [0.30169872798927416, -1.477417949599042] Predicted: -2.3262624326900374 Movie Vector: [-1.2639242099452455, 0.8548496797036932] User Vector: [0.38945746913266993, -0.9299966079604503] Predicted: -1.2872520264212968 Movie Vector: [0.20020774684221318, -0.47157101697168924] User Vector: [0.1830494929402836, 1.3082284580331298] Predicted: -0.5802746978438041 Movie Vector: [0.950876724139349, 0.4265936624358939] User Vector: [0.9886893485120056, 0.12260491951738411] Predicted: 0.9924241705541419 Movie Vector: [-0.588361341552073, 0.5701209097809465] User Vector: [-0.3483440298445116, -0.7634157158923254] Predicted: -0.2302871017646329 Movie Vector: [-0.2096383671064183, 1.2872572992555154] User Vector: [-0.2746120490803055, 1.5430025490809842] Predicted: 2.0438105156313062 Movie Vector: [0.04786491394042969, 0.7075405120849609] User Vector: [-0.8843105860168929, 2.4092712625703956] Predicted: 1.6623295727743286 Movie Vector: [-0.5659798887217228, -1.0758662544517061] User Vector: [0.09642601013183594, -1.6202831268310547] Predicted: 1.6886327563307293 Movie Vector: [-0.31651224560512903, 1.6401507792953076] User Vector: [-0.40849890769005337, 0.2636819324076528] Predicted: 0.5617730335247255 Movie Vector: [0.49871261556816987, -1.911532869898132] User Vector: [0.8611021389810032, -0.4244740624999611] Predicted: 1.2408386228904316 Movie Vector: [-0.7738262271192704, 0.04036224881636666] User Vector: [-0.21470024878364147, -1.6995766987759964] Predicted: 0.09754194587931818 Movie Vector: [-1.232065509992052, 0.2633638655517014] User Vector: [0.6656359395208593, -0.6478356019600007] Predicted: -0.9907235716690055 Movie Vector: [-0.36283649985112276, -0.36162381571381874] User Vector: [0.8572483062744141, 0.13520240783691406] Predicted: -0.35993338556759247 Movie Vector: [0.04757881164550781, -0.33272743225097656] User Vector: [-0.28891832373875354, -0.32957184255575933] Predicted: 0.09591120240969893 Movie Vector: [1.3138995917449336, 0.3384702643891788] User Vector: [-0.3570528115613828, 0.4686823449132893] Predicted: -0.3104965061445402 Movie Vector: [-0.2194857050827455, 0.17167271455519942] User Vector: [-0.585678041697535, -1.2630788173008523] Predicted: -0.08828821132974299 Movie Vector: [-0.6327538796094361, 0.6743404776150141] User Vector: [0.17646069692799066, 1.1093501767415253] Predicted: 0.6364235374464096 Movie Vector: [-0.4899081606175733, 0.4059392748526345] User Vector: [0.7605259446903525, -0.16234610437209698] Predicted: -0.43849052654915205 Movie Vector: [0.8676956742380858, -0.9738778826452422] User Vector: [-0.7071593376062572, -0.42096925455834544] Predicted: -0.20362645194999196 Movie Vector: [-1.4154050579409387, -0.03072982420289863] User Vector: [-0.9248065948486328, 0.2992725372314453] Predicted: 1.2997793395080135 Movie Vector: [1.7710573460707286, 0.25775205668719386] User Vector: [-0.08259848340930406, 0.6663947605613324] Predicted: 0.02547796928390436 Movie Vector: [-0.67170895569293, -0.7153976463869781] User Vector: [1.0318029666931516, 0.14194706536431778] Predicted: -0.7946198897114954 Movie Vector: [-0.48968529176123826, 1.1722608507200356] User Vector: [-0.9581833091020133, -0.6301786391147668] Predicted: -0.2695254743159027 Movie Vector: [-0.878354343215492, -0.707547747648126] User Vector: [-0.8229538150510081, -0.7804370181919662] Predicted: 1.2750415121187568 Movie Vector: [0.5404186248779297, -0.1307201385498047] User Vector: [0.3520620809060879, 1.8778465724867663] Predicted: -0.05521145849581549 Movie Vector: [-0.9172426380068888, 0.11500221156299782] User Vector: [-0.9492001857438793, -0.34589176745953076] Predicted: 0.8308685641490644 Movie Vector: [-0.2338120612275508, 1.4230855404944993] User Vector: [-0.5467252065833114, -0.2694320494523995] Predicted: -0.25559390624520606 Movie Vector: [-1.313924789428711, 0.06346702575683594] User Vector: [0.7861512258154245, 1.3782299703603382] Predicted: -0.9454714268109519 Movie Vector: [0.15818360528504916, -0.07977179423797826] User Vector: [0.6612381929311244, -1.945516823013511] Predicted: 0.25979440900197515 Movie Vector: [-0.26383455604604655, -0.2151663392322241] User Vector: [-0.41207426806991176, -0.055415589855662445] Predicted: 0.120643001179862 Movie Vector: [0.6770962723653566, -1.1367548773198088] User Vector: [-0.5679988861083984, 1.2780284881591797] Predicted: -1.8373950457602806 Movie Vector: [1.0457780747457812, -1.9512130591104029] User Vector: [-0.15308779783127896, -0.3732376587348238] Predicted: 0.5681703313921138 Movie Vector: [0.6754173285865622, 1.069913418980388] User Vector: [0.7313953388802319, -0.7751114455948562] Predicted: -0.335305050920074 Movie Vector: [-1.8094637434146978, 1.6304667160820179] User Vector: [0.38893551230576145, -0.5886886706319372] Predicted: -1.6636019916436395 Movie Vector: [-0.41894167756099754, 1.5661931713665547] User Vector: [0.4322419327508944, -0.4739485670671677] Predicted: -0.9233791697384292 Movie Vector: [-1.7061519622802734, -0.11853218078613281] User Vector: [0.025460601275906852, 0.9014112888780581] Predicted: -0.15028590068367909 Movie Vector: [1.7677354275863497, 0.5568315472117839] User Vector: [-0.5947319412508388, 0.22078402852164022] Predicted: -0.9283892102649559 Movie Vector: [-0.7307525065345764, -0.3444203715240384] User Vector: [0.721975091399314, -0.6622016430456729] Predicted: -0.2995093717739592 Movie Vector: [-0.291181305790869, -0.4432465828718213] User Vector: [0.5941288744226121, -0.02864481087440872] Predicted: -0.16030250692534415 Movie Vector: [0.004932123010924938, -0.5164434623323941] User Vector: [1.9601149038928025, 0.5011069381121642] Predicted: -0.24912587429588423 Movie Vector: [-2.092988343057267, -0.5717494367727523] User Vector: [-1.122875343833474, 0.4510513352887653] Predicted: 2.0922766584429326
avg loss: 15.276867087009474: 4%|█▌ | 2466/70000 [00:04<01:54, 592.10it/s]
Movie Vector: [-0.6076466840623217, 0.5278559868963432] User Vector: [-0.8154964447021484, -0.08366584777832031] Predicted: 0.45137019183932847 Movie Vector: [-1.336355220273086, 1.2003314001012173] User Vector: [1.0406655180064983, 0.5935337342341648] Predicted: -0.6782616193255803 Movie Vector: [0.12019157409667969, 0.5933856964111328] User Vector: [1.971292495727539, 1.6335773468017578] Predicted: 1.2062741796398768 Movie Vector: [-0.3535901454669371, -0.11753819296715148] User Vector: [0.2210747892127916, -0.9663110306534438] Predicted: 0.035408585510408055 Movie Vector: [-0.3797152838139326, 1.6809477041712413] User Vector: [-0.58206956096583, -0.5613665971198561] Predicted: -0.7226071840854531 Movie Vector: [0.10743141174316406, -0.5968379974365234] User Vector: [0.026840474037438944, -1.6033005641049116] Predicted: 0.9597942079869216 Movie Vector: [0.5529689788818359, -1.2358570098876953] User Vector: [1.0675483519855022, -0.15186963201564418] Predicted: 0.7780102714200086 Movie Vector: [-0.9966747561163308, 0.3114904377536639] User Vector: [-0.9064286008399196, 1.1554112575759699] Predicted: 1.263314063086844 Movie Vector: [0.9508595045386428, 0.14724267577331807] User Vector: [-0.24232737641417615, 0.31836608744756245] Predicted: -0.18354221448207148 Movie Vector: [-0.6682491302490234, 0.4290294647216797] User Vector: [-0.6444364697303941, 0.6698565889882022] Predicted: 0.7180323242119857 Movie Vector: [-1.154254337918228, 1.3099220796149957] User Vector: [1.1603093758688774, 0.5156836034831296] Predicted: -0.6637867921258674 Movie Vector: [0.7318401336669922, 0.20453453063964844] User Vector: [-0.6067632979763455, 0.21174422566506437] Predicted: -0.40074472728317395 Movie Vector: [-0.7534740492705737, 1.1698918455322591] User Vector: [1.9809940785706515, 1.6814740528305838] Predicted: 0.4745151529189211 Movie Vector: [1.4664168922168284, -0.08056728491881805] User Vector: [0.5018464005941209, 1.4759054378640981] Predicted: 0.6170063452038026 Movie Vector: [1.4988279657050003, 1.196009941379695] User Vector: [0.22843360900878906, 0.08082389831542969] Predicted: 0.4390488673756102 Movie Vector: [1.0835894866034423, -1.132232754335892] User Vector: [0.3050817694582893, -1.3783170133067393] Predicted: 1.8911590662636875 Movie Vector: [-1.1961151809328445, 0.2738110684471854] User Vector: [-0.4947672315661449, 0.24304486336296993] Predicted: 0.658346970422397 Movie Vector: [-2.9355147075488306, 0.7266346256124259] User Vector: [0.863161645904744, -0.5663833983739783] Predicted: -2.9453774951760012 Movie Vector: [-0.5225991953986255, 0.7556420545529121] User Vector: [0.030749029208785136, -0.929479702196192] Predicted: -0.7184233697565593 Movie Vector: [-2.479728180604854, 0.2924557664058748] User Vector: [1.0639711652040014, -0.6042374863448756] Predicted: -2.815072018867495 Movie Vector: [0.00039413872575588815, 0.9998679411317152] User Vector: [-0.17122429501886355, -0.5189265464280536] Predicted: -0.5189255037010665 Movie Vector: [-0.13045755458194358, -0.240715271609777] User Vector: [0.9001611806074872, -0.9060521915910411] Predicted: 0.10066777303982313 Movie Vector: [0.9797139111252113, -0.6992228438936785] User Vector: [0.4185253665067609, -0.2503701672637402] Predicted: 0.5850996641057397 Movie Vector: [-0.1079737427168355, -0.6614122876324704] User Vector: [-1.2234240616262644, -0.8162873260536236] Predicted: 0.6720001425541395 Movie Vector: [0.4790403779503655, -2.4190982195337756] User Vector: [0.21701609428961616, 1.2383111949279264] Predicted: -2.8916369350490787 Movie Vector: [0.4316234588623047, -0.5961322784423828] User Vector: [0.3394031524658203, -0.25839805603027344] Predicted: 0.3005337845024769 Movie Vector: [-0.16676902770996094, 1.7711162567138672] User Vector: [-0.26898654386201426, -0.013794976479562238] Predicted: 0.020426117282992765 Movie Vector: [-1.1172724704580441, 1.325283174090138] User Vector: [-1.2183275270903178, -1.438180182375254] Predicted: -0.5447921909925713 Movie Vector: [0.012827149319740716, 1.5815118945782363] User Vector: [0.8713992100438692, -0.9591226755384075] Predicted: -1.5056863519393568 Movie Vector: [0.6126685148870784, 0.7113894253965322] User Vector: [-1.2716388702392578, 0.7158756256103516] Predicted: -0.26982674814383734 Movie Vector: [-0.868431554778408, -0.21062048721810844] User Vector: [0.4075988883126957, -0.37931539443403467] Predicted: -0.27408014311831963 Movie Vector: [0.7618047186642624, -0.6813589735163882] User Vector: [0.964437391072986, 0.002993135855825838] Predicted: 0.7326735554013307 Movie Vector: [-0.4907703399658203, -1.1846446990966797] User Vector: [-0.2068341230165336, -0.737103596996247] Predicted: 0.9747139217360558 Movie Vector: [-1.643212834752584, -1.97656891275685] User Vector: [1.1835911570348143, -0.25436539460269747] Predicted: -1.4421214488864473 Movie Vector: [-0.1974201202392578, 1.1597156524658203] User Vector: [-0.2416469270448373, -0.8146995675561063] Predicted: -0.8971138751593125 Movie Vector: [-0.3631135161124964, 1.359364395818286] User Vector: [-0.6456784489203056, -0.27977873713696455] Predicted: -0.1458666821054778 Movie Vector: [-0.10239698713209124, 0.3626110625304193] User Vector: [0.012088483247844797, -1.7805995991412784] Predicted: -0.6469029368494338 Movie Vector: [-1.7515087127685547, 0.04799842834472656] User Vector: [0.07669434434419925, -0.5507855967412978] Predicted: -0.16076765533743134 Movie Vector: [1.3108470097938394, 0.5285571095980406] User Vector: [1.1703724296767166, -0.15006050008524524] Predicted: 1.4548636555969807 Movie Vector: [0.1080170637230105, -0.22595560153313893] User Vector: [-1.9740270704806944, -0.504720831543724] Predicted: -0.09918410876529264 Movie Vector: [0.7456493377685547, -0.009679794311523438] User Vector: [0.7953538341405363, -0.19380297737091995] Predicted: 0.5949310326764831 Movie Vector: [0.1804576402431503, -1.4823246583055594] User Vector: [-1.3462727087017852, -1.2864145201227246] Predicted: 1.6639387678441497 Movie Vector: [-0.9876190291018716, -0.40449790510694805] User Vector: [-0.2832754420460217, 0.8659586082730009] Predicted: -0.07051022591386169 Movie Vector: [0.3910325457007901, 0.39630330022862625] User Vector: [0.36936179509666556, 0.2861554064566887] Predicted: 0.2578368149783124 Movie Vector: [-1.8693828582763672, 0.20798683166503906] User Vector: [0.17390352528531827, -0.9819914029519705] Predicted: -0.5293335497844918 Movie Vector: [-0.3500509084577764, 1.5123186861402758] User Vector: [2.850370407104492, 0.3493022918701172] Predicted: -0.4695183673412867 Movie Vector: [0.3252696990966797, -1.982412338256836] User Vector: [-0.14969825744628906, -0.4036235809326172] Predicted: 0.7514560596973752 Movie Vector: [0.27588844299316406, 0.42769432067871094] User Vector: [0.3440210335746671, 0.5969510160406768] Predicted: 0.3502239865937975 Movie Vector: [0.5095225244773303, 0.04473717361360652] User Vector: [1.5275287628173828, -0.44342994689941406] Predicted: 0.7584725089225346 Movie Vector: [-0.19651459857405287, -1.2213002747094732] User Vector: [0.6878619571512359, -1.9589431540000883] Predicted: 2.2572828957366124 Movie Vector: [0.36833302009136365, 0.8489393456524199] User Vector: [-1.4655590057373047, -0.3634166717529297] Predicted: -0.84833248622243 Movie Vector: [-1.0098949362884555, 0.08123939978406487] User Vector: [1.2017034414260426, -1.049528099034351] Predicted: -1.2988572532386322 Movie Vector: [0.6803989410400391, 0.3245258331298828] User Vector: [-0.9277483134431942, 0.4137511049032429] Predicted: -0.49696604799129707 Movie Vector: [1.0251753729689563, -0.03079086741892005] User Vector: [0.6057461875899921, -0.8583424508713519] Predicted: 0.6474251823919043 Movie Vector: [0.37972699597350035, -0.4206264717889229] User Vector: [-0.2760285789006497, -0.2950436120151979] Predicted: 0.019287650477034526 Movie Vector: [-0.04581867405876516, -0.21919412016433026] User Vector: [2.957234895368462, -1.9929349799206217] Predicted: 0.3013430476823238 Movie Vector: [-0.08326040354738852, -1.5711222166981373] User Vector: [-0.0914420462793089, 0.25164475689827737] Predicted: -0.3877511666040712 Movie Vector: [-1.2035083770751953, 0.2034282684326172] User Vector: [-2.28108441067387, -0.9733757015486665] Predicted: 2.5472920635612084 Movie Vector: [-1.143637295248675, -0.25757349036444166] User Vector: [1.0543155670166016, 0.1626110076904297] Predicted: -1.2476388882239424 Movie Vector: [1.844347424218391, -0.2193861013471337] User Vector: [0.996375177853274, -2.716729267511992] Predicted: 2.4336746352439373 Movie Vector: [0.5859851837158203, 1.2497997283935547] User Vector: [-0.8123121982991253, -0.9106427886561745] Predicted: -1.614124022680951 Movie Vector: [0.6179025933562848, 0.35239754416603963] User Vector: [-0.3887798698758358, 0.2307687544023121] Predicted: -0.15890574751936715 Movie Vector: [0.6448462339170026, 0.6893450233280819] User Vector: [-0.7788342054826349, 0.42799528402745707] Predicted: -0.20719188519900156 Movie Vector: [0.7816252651155943, -0.18663514549483795] User Vector: [-0.05242734047286246, -0.09207905020106401] Predicted: -0.02379334696510458 Movie Vector: [-0.32249701249463947, 0.8025794850126623] User Vector: [-0.6504344940185547, -0.48598289489746094] Predicted: -0.18027672036732065 Movie Vector: [0.6636024216643324, 8.95487821393065e-06] User Vector: [0.7067673063058242, -0.1178015459483898] Predicted: 0.4690114411192245 Movie Vector: [-0.34718534689824987, 0.6858439206548901] User Vector: [0.8089456074661281, -0.19397942166377521] Predicted: -0.4138936684301949 Movie Vector: [0.2679343969740319, 1.3007230860743761] User Vector: [-1.4704227447509766, -2.4593448638916016] Predicted: -3.592903472494004 Movie Vector: [-0.669273806566384, -0.21624784577454753] User Vector: [0.5921944989371026, 1.4692821076137694] Predicted: -0.7140693571378718 Movie Vector: [-0.05157982527479578, 0.3208142483386964] User Vector: [0.5265126114217034, -0.13157270124948856] Predicted: -0.06936782575535443 Movie Vector: [-2.24315737183508, 0.7039518080141756] User Vector: [-1.313314437866211, 0.5883502960205078] Predicted: 3.360141217466347 Movie Vector: [-1.2880847005374765, -1.4651083909329623] User Vector: [-0.0427951455702813, -0.6334059359096561] Predicted: 0.9831321238343368 Movie Vector: [1.2815189361572266, -0.4281902313232422] User Vector: [-2.3388510102683804, 0.45191020082325695] Predicted: -3.190785391937233 Movie Vector: [0.45288049554476, -0.36086402799822187] User Vector: [-0.04654185701359044, 0.6409129399096198] Predicted: -0.25236032435985595 Movie Vector: [1.349435660118587, 0.3803904924685706] User Vector: [0.5528688537002936, 1.3894983005104105] Predicted: 1.274612889367459 Movie Vector: [0.4532320907211821, 0.44449111045429746] User Vector: [0.5395603815222108, -1.0764090857965305] Predicted: -0.23390819006116473 Movie Vector: [0.8893489837646484, -0.1342296600341797] User Vector: [0.21937954625315229, 0.4623734803324244] Predicted: 0.13304074144514888 Movie Vector: [1.5354328070478198, 1.2089613892309201] User Vector: [0.8695697784423828, 0.4584980010986328] Predicted: 1.8894723462055416 Movie Vector: [0.01321737267942985, 0.8307009358830055] User Vector: [0.12054263101147675, 0.7681914528526644] Predicted: 0.6397306156998718 Movie Vector: [-0.5910662663099343, -0.47254176918659274] User Vector: [-0.6359343353552919, -1.2237704060653334] Predicted: 0.9541619659770497 Movie Vector: [0.5803125182158553, 0.19096892560399542] User Vector: [0.5690785078949403, -0.357820101865226] Predicted: 0.2619108615663199 Movie Vector: [0.820045179495633, -0.9975125935449971] User Vector: [0.886681033441479, 0.09987265895441116] Predicted: 0.6274942721660414 Movie Vector: [-0.9764003753662109, 1.7025279998779297] User Vector: [-0.10788171325517298, -0.05857144336548986] Predicted: 0.005616222994489953 Movie Vector: [0.5543804168701172, 2.087736129760742] User Vector: [-0.146658085022778, -0.49790891372142254] Predicted: -1.120806798818439 Movie Vector: [1.228440575389309, 0.34562898161184263] User Vector: [0.7399858432660614, -0.057753525412826995] Predicted: 0.8890673429087745 Movie Vector: [-0.2137279510498047, -0.41573524475097656] User Vector: [0.889973994831254, 0.6812987336568141] Predicted: -0.4734522141882394 Movie Vector: [-0.4092968136997106, 0.8610523593180746] User Vector: [0.4399357608868789, -0.12376964278101957] Predicted: -0.28663644809210953 Movie Vector: [0.13295992018157066, -0.39171515723845] User Vector: [0.7409385814471278, -0.1324492007073685] Predicted: 0.15039749412985018 Movie Vector: [0.8436143649840141, 2.086330697891232] User Vector: [1.126373344692184, -2.7321926181966654] Predicted: -4.750032597978104 Movie Vector: [1.0319985462589225, -1.5421940738418412] User Vector: [-0.28218658097403315, -0.8482659129069121] Predicted: 1.0169745225881013 Movie Vector: [0.6856367701495832, -0.4097010687387125] User Vector: [0.43964504817285144, 0.6419801120404622] Predicted: 0.03841687282951606 Movie Vector: [1.6141605377197266, 0.3928089141845703] User Vector: [0.7461181812358588, -0.056028156054419874] Predicted: 1.182346165482638 Movie Vector: [-0.6787088865253588, 0.7941682305156648] User Vector: [-1.2257671356201172, 1.2370777130126953] Predicted: 1.8143868661097657 Movie Vector: [1.5154666607962042, 1.284646041295595] User Vector: [0.8595317694325216, 0.7506550215916513] Predicted: 2.2669177423365303 Movie Vector: [-0.5424680814349182, -1.2534396198612956] User Vector: [-0.31728882870985337, 1.006614306639707] Predicted: -1.0896111916904496 Movie Vector: [0.8087444305419922, -1.397848129272461] User Vector: [-0.9880733489990234, -0.03426551818847656] Predicted: -0.7512008274716209 Movie Vector: [-0.6060446225055605, 0.8422527640597999] User Vector: [0.23237671339788946, 0.8592275069576264] Predicted: 0.582856085140965 Movie Vector: [-0.34750904996238247, -0.8603158631675349] User Vector: [0.11191232915838295, 1.0266433321769242] Predicted: -0.9221280916718919 Movie Vector: [-0.5437658972853509, -0.726589337807769] User Vector: [-0.03936161419476368, -0.24666866055545777] Predicted: 0.2006303221921349 Movie Vector: [1.2285738448711723, 0.4504723823710932] User Vector: [-0.17375016713902874, 0.39658147726958737] Predicted: -0.03481590801912676 Movie Vector: [1.197026597643463, 0.5224783787701808] User Vector: [-0.1711441462595719, -0.3156017531499603] Predicted: -0.3697591874265086 Movie Vector: [0.5224259688714911, -0.3551885669166574] User Vector: [-0.07737266090617967, -1.428420224731347] Predicted: 0.4669370452390206 Movie Vector: [-0.91276045245681, -0.6968872696949395] User Vector: [-0.6121238981561005, 0.04461776610331397] Predicted: 0.5276289330409626 Movie Vector: [-1.2853145599365234, 0.10125160217285156] User Vector: [-0.2512485916616104, -0.5417986328739282] Predicted: 0.26807549339266823 Movie Vector: [0.190546670830137, -0.1112317347397737] User Vector: [-0.7134223591925892, -0.026170277051108193] Predicted: -0.1330292901249148 Movie Vector: [-0.6730484368815409, -0.796124086800255] User Vector: [2.9496088552875577, -2.0294175534610046] Predicted: -0.36956143297769173 Movie Vector: [-0.9417195184831814, -0.342948451400396] User Vector: [0.8619412589060873, -0.10914763181666927] Predicted: -0.7742748959922804 Movie Vector: [-1.2975339333591736, 1.490857071870215] User Vector: [-0.6906408242088028, -0.6511398958917373] Predicted: -0.07462661339296262
avg loss: 15.28189883909638: 4%|█▋ | 2594/70000 [00:04<01:49, 613.54it/s]
Movie Vector: [-1.3377656919995455, 0.032455521917029835] User Vector: [-0.5216315733737763, -0.008686359915407605] Predicted: 0.6975389023785679 Movie Vector: [-0.22192955017089844, 0.7984828948974609] User Vector: [-1.3522020822401166, 0.5724665858090189] Predicted: 0.7571983765205524 Movie Vector: [0.6473191408329125, -0.4713180496454862] User Vector: [0.4801981509512174, -0.032016959772604534] Predicted: 0.3259316255388972 Movie Vector: [-0.2287958101421868, 1.3560166713838249] User Vector: [0.08219308207571369, -1.9452402987474087] Predicted: -2.6565837077507344 Movie Vector: [0.5514630636208339, 0.7747129792176141] User Vector: [-0.02053045923238586, 0.35271182560155556] Predicted: 0.26192863927123045 Movie Vector: [0.02059604295048531, 0.8777235650398487] User Vector: [-0.3286273197502289, -0.32887723488035203] Predicted: -0.2954317214519089 Movie Vector: [-0.042925786670103064, 0.8141534282172682] User Vector: [0.4327487948690197, -0.8983622481505513] Predicted: -0.7499807865630354 Movie Vector: [1.4975578524558781, 0.5046177876260233] User Vector: [-1.120296753275019, -0.5974217087713549] Predicted: -1.9791788209077896 Movie Vector: [1.7448672415440698, 0.1674684401158443] User Vector: [-0.5248957057649427, 0.29206091715185467] Predicted: -0.8669623360021793 Movie Vector: [2.3253662382406084, -0.2660966059372755] User Vector: [0.5211925506591797, -0.29501914978027344] Predicted: 1.290467155368396 Movie Vector: [0.6293253407344224, 0.06975682096910663] User Vector: [-0.46709995238329527, -0.5247947827772327] Predicted: -0.33056585239836234 Movie Vector: [-0.5419515865086495, -0.6975466822400797] User Vector: [0.4668260782125821, 1.2402739134171592] Predicted: -1.118146087083979 Movie Vector: [0.4500242568397274, -0.9276913140900364] User Vector: [-0.2359294891357422, 0.1996326446533203] Predicted: -0.2913714634685969 Movie Vector: [-2.6657404513913656, 0.5496160327205688] User Vector: [0.2341613063735821, 0.712494615810786] Predicted: -0.23261480247401456 Movie Vector: [-0.12219978287563531, 0.26314747629441154] User Vector: [-1.0773077017619153, -0.7450561903420683] Predicted: -0.06441288894048827 Movie Vector: [0.94700533190311, -0.6807842025658453] User Vector: [0.32858848571777344, 0.9157466888427734] Predicted: -0.3122508313394404 Movie Vector: [1.3477491737955556, -0.14146001699287986] User Vector: [1.2711859533617211, -0.8254315528072115] Predicted: 1.8300053798703426 Movie Vector: [-0.39841651916503906, -1.2395954132080078] User Vector: [-0.06285471332265874, 0.8952757235429571] Predicted: -1.0847373243652 Movie Vector: [-1.1388397940199568, -1.8499900445545159] User Vector: [0.5872214162095065, -0.10994142309578714] Predicted: -0.46536057846877965 Movie Vector: [0.16005477965698828, 2.233111892366593] User Vector: [-0.10383827159016254, -0.0757567836915393] Predicted: -0.18579318626834598 Movie Vector: [-0.4554409770783538, -0.4677033698847753] User Vector: [-0.6536743873312981, -0.007705744363492299] Predicted: 0.30131410426353666 Movie Vector: [1.3097286224365234, -0.3678607940673828] User Vector: [0.5807018280029297, -1.495351791381836] Predicted: 1.3106431026244536 Movie Vector: [0.12045848025355209, -1.10309441446447] User Vector: [-0.10153023402679803, -0.9222335234124077] Predicted: 1.0050804708174597 Movie Vector: [0.471249885726199, -0.2515443174291372] User Vector: [1.496510384834437, -1.8168119640395788] Predicted: 1.1622390732327246 Movie Vector: [0.5052152884723377, -0.9291448211235269] User Vector: [-0.11534690856933594, 1.326761245727539] Predicted: -1.2910283620223915 Movie Vector: [-1.353356727744067, -2.038861844398831] User Vector: [0.5548753993825015, -0.2768300879279129] Predicted: -0.18652605115618948 Movie Vector: [0.6142711639404297, -0.4255390167236328] User Vector: [1.1127392243370007, 0.3565246092233818] Predicted: 0.531808486848965 Movie Vector: [0.765749328051638, -1.0345661534164776] User Vector: [0.7328730619321625, -0.059251380021522845] Predicted: 0.6224965270351848 Movie Vector: [-0.8288843841256935, 0.0064478110795239685] User Vector: [-0.35767049641143184, -0.7178413546587478] Predicted: 0.2918389836980116 Movie Vector: [1.9145765713432124, -0.4108737895866974] User Vector: [0.41215945348313077, 0.20306275933430187] Predicted: 0.7056776678448086 Movie Vector: [-0.13268730606119, 0.1642595591310761] User Vector: [-0.2768571021214169, 1.498083657292966] Predicted: 0.2828099841328113 Movie Vector: [-0.11408385525462131, 0.3519760475079736] User Vector: [0.3741379791616298, 0.43901575213354155] Predicted: 0.11183992616977229 Movie Vector: [0.8689785180628941, -0.33243981808283535] User Vector: [0.5968734762686343, 0.021860675817799588] Predicted: 0.5114028697869286 Movie Vector: [-0.28402562756884187, 1.7665346214069244] User Vector: [-1.12855702175272, -0.9387659558440842] Predicted: -1.3378234460461993 Movie Vector: [-1.248250974335811, 0.2994217717749582] User Vector: [0.8916554921491447, -0.5174555612687904] Predicted: -1.2679472978169537 Movie Vector: [0.10220625009132628, -1.2688856065560874] User Vector: [-0.3246462194200634, -0.15921816090314095] Predicted: 0.1688487599790761 Movie Vector: [-0.7594388021683056, -0.1051276991467818] User Vector: [0.8968067169189453, 0.026407241821289062] Predicted: -0.6838459514468993 Movie Vector: [-0.8817920567675747, 1.2234004598967179] User Vector: [0.19736217691462, -0.5180031409950708] Predicted: -0.8077576808309828 Movie Vector: [2.4618219816716587, -0.6734895904227987] User Vector: [-0.372002274972932, -0.3787733987028464] Predicted: -0.6607034366047972 Movie Vector: [0.4112651225104933, 1.357088111018008] User Vector: [0.5805906151361415, -0.7288393807295591] Predicted: -0.7503225879674041 Movie Vector: [0.7937976735634918, -0.3600964875365583] User Vector: [-0.9869433345590239, -0.31069046207624085] Predicted: -0.6715547788071836 Movie Vector: [1.1262697677897309, -1.3250563301143847] User Vector: [-1.6834628097310924, -0.9562326132791032] Predicted: -0.628971190511189 Movie Vector: [-0.5489596612024263, 1.186784112196015] User Vector: [0.3171766371584136, 0.3223548502504665] Predicted: 0.2084484354907716 Movie Vector: [1.3319176044336565, 0.07686958821994841] User Vector: [-0.8251504574325598, -1.406216090140844] Predicted: -1.2071276723583033 Movie Vector: [-1.082048504600199, 0.509277039496592] User Vector: [1.5053059705918856, -0.11416552699547736] Predicted: -1.686955956045526 Movie Vector: [-0.13913370642968897, -1.5653916084682875] User Vector: [0.03186001687271678, -0.6881371158153313] Predicted: 1.0727712643384761 Movie Vector: [-0.37701822235296795, -0.8929288765407953] User Vector: [-0.12524481226764855, -0.9643842934541333] Predicted: 0.908346160187668 Movie Vector: [-0.6151375362469192, -1.0228922250257826] User Vector: [-0.664189454743934, -1.4553233159720658] Predicted: 1.8972067695989348 Movie Vector: [0.5344045509844852, -1.4319217051163067] User Vector: [0.6634918632035435, 0.3742096161427335] Predicted: -0.18126580038087242 Movie Vector: [0.06320026573886378, -0.2860258311182506] User Vector: [-0.6099813598969605, -0.4056158645995631] Predicted: 0.07746563074559643 Movie Vector: [-0.23801179009959744, 0.11298384673060322] User Vector: [0.10359403275703524, -0.5963123162076134] Predicted: -0.09203026051811028 Movie Vector: [-0.6864534591971186, -0.3768626017658064] User Vector: [1.1294103083096054, -1.2197562534728121] Predicted: -0.3156070977881365 Movie Vector: [0.8277797698974609, 1.7120647430419922] User Vector: [-1.1038504551527772, 1.5694043439180558] Predicted: 1.7731767690314788 Movie Vector: [1.2310748713635846, 0.7949915077884052] User Vector: [1.4906334668762098, 0.033136575128588766] Predicted: 1.8614246993093047 Movie Vector: [0.6469058990478516, -0.18355369567871094] User Vector: [0.8837162273656558, -0.2630481418531845] Predicted: 0.619964699145725 Movie Vector: [1.6251632435492334, -1.2073136002674414] User Vector: [-0.6120088709336311, 3.1116202455521917] Predicted: -4.751315763090081 Movie Vector: [0.5609470786591888, -0.352045300051413] User Vector: [1.1618585416308265, 0.6477978599245229] Predicted: 0.4236869627732458 Movie Vector: [-1.6159320409625055, 0.24853720668682708] User Vector: [-0.14365507294762478, -1.055284102509186] Predicted: -0.030140527875775425 Movie Vector: [0.17867088317871094, -1.806039810180664] User Vector: [-0.8528859789422752, -0.8040930864152913] Predicted: 1.2998382340487014 Movie Vector: [-1.0608959197998047, 0.3116130828857422] User Vector: [0.031383978713054456, -0.15502035421780366] Predicted: -0.08160150545161296 Movie Vector: [-0.3240973064742219, -0.24645047530123199] User Vector: [-2.020444869995117, 0.23468971252441406] Predicted: 0.5969813490451257 Movie Vector: [-0.5436497392256585, 0.09543555344763832] User Vector: [0.6040200449979479, 0.7994471614712572] Predicted: -0.252079657643052 Movie Vector: [0.028007760737298854, 0.8069943931483896] User Vector: [-1.4008096634872544, 0.5325731769250925] Predicted: 0.39055002582632786 Movie Vector: [-0.3277569979125388, -0.6791176637708911] User Vector: [1.395673895203337, 1.502293522091297] Predicted: -1.4776759529775303 Movie Vector: [1.9756769454840384, -0.38077085135601535] User Vector: [-0.18949076478016486, 1.7952226287237205] Predicted: -1.0579409840710254 Movie Vector: [-0.5504956168402029, -0.768762682129864] User Vector: [-0.6162161736607851, 0.04779977153555201] Predicted: 0.3024776220554377 Movie Vector: [-0.4339544087960607, 0.8431793114969975] User Vector: [-0.14319419860839844, -1.200113296508789] Predicted: -0.9497709492685397 Movie Vector: [-0.48357387070544716, 1.30716775530869] User Vector: [0.7250859574686179, 1.4636403002491947] Predicted: 1.5625907828088121 Movie Vector: [0.2573538691101545, 0.6094818463280957] User Vector: [0.5460887239694554, -0.03928040703235933] Predicted: 0.11659735098836506 Movie Vector: [0.05578615260046221, 0.020408052115130502] User Vector: [-1.1712182547066972, -0.6734288253527871] Predicted: -0.07908113084914563 Movie Vector: [-0.5975674503400279, -0.7651113289469633] User Vector: [-0.055906182576397186, 0.34428298250269784] Predicted: -0.2300070952960415 Movie Vector: [-0.01140034770316613, -0.7092317432487081] User Vector: [-0.5069825952640628, -0.9243217598598491] Predicted: 0.6613381109335784 Movie Vector: [-0.5692518571969862, -0.24905090633559546] User Vector: [1.0316539824813225, 0.919018396914562] Predicted: -0.8161533102028176 Movie Vector: [0.5615013722965594, 1.1684903410875869] User Vector: [-0.8315258550796596, -0.03045574947669734] Predicted: -0.502490157821403 Movie Vector: [0.2232393215148052, 1.582573271557331] User Vector: [0.22262213070082615, -1.0453213380746333] Predicted: -1.6045995964136266 Movie Vector: [0.08011817932128906, 0.21407127380371094] User Vector: [-0.2766449274824716, -0.39322827921415676] Predicted: -0.1063431665353815 Movie Vector: [1.3522814328076704, -0.7943887678158675] User Vector: [1.8203837010947155, -0.3051365085180738] Predicted: 2.7040680945934006 Movie Vector: [0.06858921754020715, -0.906012750433507] User Vector: [-0.5734804849760882, -0.02246012712434776] Predicted: -0.018985416188071882 Movie Vector: [-0.6419122634869208, -0.5981419349930682] User Vector: [0.475386118801711, -1.1508843027886722] Predicted: 0.38323598427289607 Movie Vector: [-0.8544257814098694, 0.9715065259753909] User Vector: [0.04931795106678055, 0.47837226832272467] Predicted: 0.42260325164341006 Movie Vector: [1.20687693977296, -0.22371807024629578] User Vector: [0.31763715635636836, -0.5693308894333508] Predicted: 0.5107185671371954 Movie Vector: [-0.07731594438286049, -0.8455658839921341] User Vector: [0.3290769374352739, 1.2630605434824005] Predicted: -1.0934437991777088 Movie Vector: [-0.016698336678003918, -0.6129038532554514] User Vector: [-1.8517298694960131, -0.951763098160189] Predicted: 0.6142600790462869 Movie Vector: [2.1710681915283203, 0.7605075836181641] User Vector: [-0.04978078931552206, 0.5910503675702528] Predicted: 0.3414207986053778 Movie Vector: [-1.42298382544097, 1.00891444323882] User Vector: [-0.17360064934486594, 1.1931582648943393] Predicted: 1.4508255226254625 Movie Vector: [-0.4772220186319315, 1.5869090744407621] User Vector: [0.7139699207284996, 1.3374809617647168] Predicted: 1.7817385083036525 Movie Vector: [-0.13114794487816228, -1.3194493879835418] User Vector: [0.06863680776639386, -0.3955012780137582] Predicted: 0.5128423429404018 Movie Vector: [0.4875562636425086, 0.5069381072291157] User Vector: [2.817267163133, -2.1859596432106185] Predicted: 0.2654300077314313 Movie Vector: [-0.05650370257159628, 0.38585973996284184] User Vector: [-1.3191819105070177, -1.5089451822946076] Predicted: -0.5077025333492616 Movie Vector: [-1.2476444244384766, 0.3222370147705078] User Vector: [-0.3123443522016211, 0.9349121960002665] Predicted: 0.6909580046408661 Movie Vector: [0.99451098488244, -0.9778613737450494] User Vector: [-0.36178416037722494, 0.29416190578719603] Predicted: -0.6474478869481499 Movie Vector: [-0.6437007486184115, 0.868888352490434] User Vector: [-0.7185649871826172, 0.23398399353027344] Predicted: 0.6658467868280816 Movie Vector: [1.2710452562517693, -0.33873296684527415] User Vector: [-0.043067147949003404, 0.5495673769545542] Predicted: -0.24089688217806515 Movie Vector: [0.9576656994163034, 0.09630412173870914] User Vector: [0.057662372282067914, -0.8989198398957265] Predicted: -0.03134840961314914 Movie Vector: [0.9284378097879962, 0.8867343130304541] User Vector: [-0.026915919101665686, -0.6782849902001267] Predicted: -0.6264483318031591 Movie Vector: [-0.2647321003961256, 0.14767785222494367] User Vector: [-0.9243410227800044, -0.14442159421824818] Predicted: 0.22337486959380032 Movie Vector: [0.5949061393058952, -0.3516612453148159] User Vector: [0.04567490266462587, 0.5177950294642666] Predicted: -0.15491616487184068 Movie Vector: [0.9539092032391511, 1.2426105063534678] User Vector: [0.16494013096145538, 0.8178553096149641] Predicted: 1.1736135093121258 Movie Vector: [-1.4871018544247858, -0.8903865216298141] User Vector: [-0.46418054312300466, 0.7918655296135654] Predicted: -0.014782648045048585 Movie Vector: [0.08814878752398833, 0.6074970150916574] User Vector: [0.6060248882388627, -0.20682113928385676] Predicted: -0.07222286566518263 Movie Vector: [0.289404173070879, 1.2718964716166687] User Vector: [-1.7791461944580078, -0.4009723663330078] Predicted: -1.02488767113406 Movie Vector: [-0.5160702831879029, 0.5582865108678525] User Vector: [-0.34445988500478986, -0.5112008899685021] Predicted: -0.10763105081176164 Movie Vector: [0.20051376126359377, 0.8380331919232435] User Vector: [-0.35224911345469917, -0.5197560349645902] Predicted: -0.5062036036433126 Movie Vector: [1.4718801743946253, -0.22206320829234116] User Vector: [-0.7843503200582969, -0.40259427503862505] Predicted: -1.0650683095186797 Movie Vector: [0.78589225301914, -0.45506337516399176] User Vector: [-0.8151438485523432, 0.36434930368573704] Predicted: -0.8064172595473753 Movie Vector: [0.6034460319193543, -0.25484847310430414] User Vector: [1.327844657995626, -0.4580961061019454] Predicted: 0.9180276830478807 Movie Vector: [1.7562843189300978, 0.37693908625240957] User Vector: [0.9180655497517115, 0.7905974816961405] Predicted: 1.9103912211228697 Movie Vector: [-0.2970276245520189, -0.279959664205095] User Vector: [1.4027933339006458, -0.8392450892199215] Predicted: -0.18171359834213172 Movie Vector: [1.303961496244201, 0.12880895004377854] User Vector: [-0.6639520283844316, -0.5998309281461529] Predicted: -0.9430314724248268 Movie Vector: [1.1633729558963217, 0.4604187140524079] User Vector: [0.7035480692878198, -0.5648676330001382] Predicted: 0.55841316778677 Movie Vector: [-0.10573804776497635, -0.3954843244157288] User Vector: [-0.06001472473144531, -0.8936977386474609] Predicted: 0.3597892862311111
avg loss: 15.318405341523949: 4%|█▊ | 2719/70000 [00:04<01:51, 604.00it/s]
Movie Vector: [0.7759038489203907, -0.01870906111508653] User Vector: [-0.2912363357193613, -0.9302401174712209] Predicted: -0.20856747462064915 Movie Vector: [-0.7583332061767578, -0.2933788299560547] User Vector: [-0.3935343761741078, 0.841911420292867] Predicted: 0.05143119781271993 Movie Vector: [-0.45506713925456754, 1.5245114674437459] User Vector: [1.3794933416134638, -0.06573918421545717] Predicted: -0.7279822287856241 Movie Vector: [1.3039920987133238, 0.3475178252219488] User Vector: [-0.18125630761609934, 0.9076470458809085] Predicted: 0.07906673448031451 Movie Vector: [1.2883239415234973, 0.42597664839219773] User Vector: [0.6649122821468549, 0.29871228286625695] Predicted: 0.9838668691917701 Movie Vector: [0.9528738275456123, -1.0446973057224946] User Vector: [1.2268914288683033, 0.6069838095947642] Predicted: 0.5349583813078198 Movie Vector: [1.4448261260986328, -0.6126308441162109] User Vector: [0.006475247708612311, 1.2030371590673112] Predicted: -0.7276620632002119 Movie Vector: [0.9388227368966271, -0.14470221297602034] User Vector: [-0.4022966748946249, 0.30598885352198185] Predicted: -0.42196252961961045 Movie Vector: [0.02299798093054204, -0.28733121714398924] User Vector: [-0.6024999686847083, -1.0213128283650672] Predicted: 0.27959877526844185 Movie Vector: [1.2769958672901938, -0.2826943875836956] User Vector: [-0.24234582562951076, -0.01386897070537374] Predicted: -0.30555393760394334 Movie Vector: [-0.34566468877497586, -0.04987489908591444] User Vector: [1.314883297038484, 1.3348941297676928] Predicted: -0.521086435658765 Movie Vector: [2.079015315589067, -0.8026184293013472] User Vector: [0.5214504162414473, -2.203201741366102] Predicted: 2.8524337227755163 Movie Vector: [-0.5780899140834356, 0.8485701942947054] User Vector: [0.6085300445556641, -1.016530990600586] Predicted: -1.2143829813749016 Movie Vector: [-0.9128856658935547, 0.8352947235107422] User Vector: [0.2099572639307763, 0.6820345015642088] Predicted: 0.37803284371622703 Movie Vector: [0.28394241824721395, -0.9383399938888802] User Vector: [0.6780278343803534, -0.4761182990642491] Predicted: 0.6392817047672106 Movie Vector: [-0.5090709569166177, 1.3243810069705793] User Vector: [-0.054309954490807555, -0.3392795684564901] Predicted: -0.4216877960142166 Movie Vector: [-0.24611944225642038, -0.10895719350804783] User Vector: [0.0906235384676145, -0.3198865207563336] Predicted: 0.01254972279971146 Movie Vector: [0.7655216810802784, -0.03077650126212593] User Vector: [-1.116969706658257, -0.878054533306009] Predicted: -0.8280410811042666 Movie Vector: [0.47374083907220543, 0.5806832947514772] User Vector: [1.215810775756836, -0.8821010589599609] Predicted: 0.06375786783943538 Movie Vector: [-0.9107397385301594, 1.4181488066628178] User Vector: [-0.8140944612594632, -0.9808304246882202] Predicted: -0.64953531952389 Movie Vector: [0.22969928290343877, -0.2607992408434039] User Vector: [-0.29997596781228963, 0.2902180033218387] Predicted: -0.14459289964017197 Movie Vector: [-0.17380129201559602, 0.22746034275508675] User Vector: [0.1537609100341797, -0.9429645538330078] Predicted: -0.24121088544618766 Movie Vector: [-0.5598547601562411, 1.013042683982482] User Vector: [0.45021935749897013, 1.4234087771646902] Predicted: 1.1899163976128575 Movie Vector: [-0.595242113386331, 0.44079036162159474] User Vector: [0.6959849094849986, 0.1421529778013308] Predicted: -0.35161986591620975 Movie Vector: [1.3687095198022372, 0.4388805155685996] User Vector: [-1.4401804159235376, -0.0530912157345417] Predicted: -1.9944893456410306 Movie Vector: [-0.2640679771117677, -0.46837312735249215] User Vector: [-0.695132485841848, -0.036847001719718595] Predicted: 0.20082037478995857 Movie Vector: [1.0836588104008036, 0.4364537444277961] User Vector: [-0.08089270739942137, 0.24438368559789442] Predicted: 0.019002079585709056 Movie Vector: [-0.1540810373825069, 0.2800218025967539] User Vector: [-0.7612925222445902, 1.108814097147512] Predicted: 0.4277928638069302 Movie Vector: [0.646267260382682, -0.3926544286515862] User Vector: [-0.49415426967690274, 0.8029842753574887] Predicted: -0.6346510579271996 Movie Vector: [0.7076422641658903, -0.23674388999024173] User Vector: [0.2791666024518549, 0.2004693983269824] Predicted: 0.15009018145459646 Movie Vector: [-0.01365051414072025, -1.1646854563837663] User Vector: [1.375470065009666, 0.44408742564788267] Predicted: -0.535998039587548 Movie Vector: [1.100464900137379, 0.4324338073488715] User Vector: [-0.3469363342932843, 0.28801816637339994] Predicted: -0.2572424662015974 Movie Vector: [-0.3546177533755823, 0.33861308351836295] User Vector: [2.8992037477613857, -2.100765830266831] Predicted: -1.7394559151458766 Movie Vector: [1.378569819870397, 0.4665196689741502] User Vector: [-0.42833705725630955, 0.11577463931214493] Predicted: -0.5364813934581432 Movie Vector: [-0.11606434301728419, 0.6281182756523049] User Vector: [-0.6820506288634961, 0.4666925228325117] Predicted: 0.3722998608449484 Movie Vector: [0.04549980163574219, -2.063760757446289] User Vector: [-1.1907237615904718, 0.010809104608191587] Predicted: -0.07648510086884888 Movie Vector: [0.09389463261570763, 0.4245966154846846] User Vector: [-0.2756281180619069, -0.8982375432884282] Predicted: -0.4072686216655261 Movie Vector: [0.7128131721359343, -0.24319619543283055] User Vector: [0.20669404260695953, -0.2978427513399703] Predicted: 0.21976846013539417 Movie Vector: [-0.10131552608313008, -1.5214352607938777] User Vector: [0.9082817927442959, 0.8650423663014885] Predicted: -1.408129005835275 Movie Vector: [0.26947611066325816, -0.40722027468469146] User Vector: [0.2301732044033601, 1.0418632211914993] Predicted: -0.3622416472159632 Movie Vector: [0.617581582137608, -0.4050280049776506] User Vector: [-1.3126276732319473, 0.09677760805031746] Predicted: -0.8498523167073223 Movie Vector: [-1.2038898468017578, 1.0344982147216797] User Vector: [0.6734561920166016, -1.0361194610595703] Predicted: -1.882630804539076 Movie Vector: [0.5170644285144431, -0.11094942279988583] User Vector: [0.2566966224778669, 0.4696804722121896] Predicted: 0.08061791511078575 Movie Vector: [-0.30760765075683594, -0.6879329681396484] User Vector: [0.5314583536940708, 0.7214703750575446] Predicted: -0.6598039121930908 Movie Vector: [-1.6484492751636015, 0.00966697672637587] User Vector: [0.04646103174637603, -0.339437283371882] Predicted: -0.07986998642408688 Movie Vector: [-0.4551219940185547, -0.42929649353027344] User Vector: [-1.854273999625704, -1.0451440851254892] Predicted: 1.2925975711446893 Movie Vector: [2.383801329009057, -0.7529303620690962] User Vector: [-0.06422753832910433, 0.33627481353014593] Predicted: -0.4062972083338696 Movie Vector: [-1.0446807058524958, 0.27120261083674807] User Vector: [0.7697332301669605, 0.04797982750817627] Predicted: -0.7911131997212276 Movie Vector: [-0.0938526557375946, 0.41533010086586614] User Vector: [-1.1609782237971125, -0.6696827508392775] Predicted: -0.16917851489733338 Movie Vector: [0.07422164130906701, 0.6357325898133537] User Vector: [0.14332708839230485, 0.743001428895029] Predicted: 0.48298819437098567 Movie Vector: [-0.07845601782514051, -0.27363318923541147] User Vector: [0.6813878738904452, -0.2540905724756677] Predicted: 0.016068634521385038 Movie Vector: [0.3772694640882033, 0.25066115735017236] User Vector: [0.5882549285888672, 1.277608871459961] Predicted: 0.5421775400169676 Movie Vector: [0.39307407512786285, -0.9731592108667314] User Vector: [-0.006528569697351161, 1.7599604513991882] Predicted: -1.7152879355359845 Movie Vector: [0.04368782043457031, -1.2506389617919922] User Vector: [0.10122078353451344, 0.7939335553681457] Predicted: -0.9885021220021405 Movie Vector: [0.4343170184956111, 0.10418297735102311] User Vector: [-0.4442060222225125, 0.8664632741050503] Predicted: -0.10265551150789701 Movie Vector: [-1.1843886685213025, 0.5366133609089206] User Vector: [-0.2561846107383373, -0.33766248300263896] Predicted: 0.12222795015113014 Movie Vector: [-0.6909247006648438, 0.20675874754634666] User Vector: [-0.9226811309452957, -0.8117458338664996] Predicted: 0.4696676322712757 Movie Vector: [-0.6991672515869141, -2.001485824584961] User Vector: [-0.8004190927259417, -0.5222621158936969] Predicted: 1.6049270388578702 Movie Vector: [0.922834179881788, 0.7455220422675217] User Vector: [-0.009323815462444384, -1.7047737706279769] Predicted: -1.279550758678327 Movie Vector: [-1.4257516277008402, 0.28682767114185026] User Vector: [0.612648182833301, -0.8338151412771491] Predicted: -1.1126453990178784 Movie Vector: [0.06800093609045166, -0.44047255318042183] User Vector: [0.6337100113969549, -0.8068690828222856] Predicted: 0.3984965589779611 Movie Vector: [0.20172143612774224, -0.540408584068944] User Vector: [0.3277398149826427, 0.6252254859104481] Predicted: -0.27176507341014355 Movie Vector: [-0.42763301332732945, 0.4750240531216284] User Vector: [-1.0209408415316856, 0.17459261070149223] Predicted: 0.5195236980736437 Movie Vector: [-0.7177506586927183, -0.37130963076641604] User Vector: [-0.9382367464178507, 1.1758843096030105] Predicted: 0.23680287392840932 Movie Vector: [-1.0395074303638085, -0.24587770344824567] User Vector: [0.5175907095500889, -0.19546907902800284] Predicted: -0.4899779002180443 Movie Vector: [-1.6902828216552734, -1.3213825225830078] User Vector: [0.6253327744199801, -1.2644899646275949] Predicted: 0.6138856928203849 Movie Vector: [-0.05858514624230625, -0.6025429576639535] User Vector: [-0.9977833094751236, -0.4699332736782097] Predicted: 0.341610265730505 Movie Vector: [1.4706427480667712, 0.33086662644676096] User Vector: [-0.7435454624942021, -1.3098026418751159] Predicted: -1.5268597237033261 Movie Vector: [-0.26679301038581466, -1.3190934443283124] User Vector: [-0.4771493797294051, 0.5214013871020374] Predicted: -0.5604770321682542 Movie Vector: [1.5788884649117083, 1.2318742511552483] User Vector: [-2.156326715401616, 0.6678479379932587] Predicted: -2.5818946990275413 Movie Vector: [-0.09324268111208499, 0.15100818026856244] User Vector: [-0.14376561482263622, -1.0082489091081115] Predicted: -0.1388487416443892 Movie Vector: [-0.3911531519123388, -0.06192080861727883] User Vector: [-0.7401511292442208, -0.6987542423388615] Predicted: 0.3327798748057301 Movie Vector: [0.8856019425133478, -0.6554046678714239] User Vector: [0.11715116943517057, -0.13416205272366638] Predicted: 0.19167973882580042 Movie Vector: [-0.22541998691481216, 0.22506716118866743] User Vector: [-0.19091958667748848, -0.38931948783108916] Predicted: -0.044585941190948386 Movie Vector: [-0.8765302324483442, -0.21670540607688382] User Vector: [0.3625816330911095, -0.3934894564137432] Predicted: -0.23254247069573797 Movie Vector: [0.29446758179334237, -0.09070719497304314] User Vector: [-1.2542993206861583, -0.5793390480162983] Predicted: -0.3168002678235735 Movie Vector: [-0.7900365906081603, -0.28357558500794044] User Vector: [1.5868473052978516, 1.153554916381836] Predicted: -1.5807874451450261 Movie Vector: [-0.3006496349491856, 0.3497420001296264] User Vector: [1.639188323286672, 0.7832832499554101] Predicted: -0.21887432050166633 Movie Vector: [-0.0998691567583003, -0.009731245266694666] User Vector: [0.9804533726356356, 0.794935976146158] Predicted: -0.10565276852115012 Movie Vector: [0.994926681543237, -0.20401738309041687] User Vector: [0.3491711095671727, -0.17295823473392552] Predicted: 0.38268613976679067 Movie Vector: [0.6293880297803041, -1.3783509936859226] User Vector: [0.5170672337572932, -0.07282469813898648] Predicted: 0.4258139225632041 Movie Vector: [-0.7246052137837843, 0.5359119859515968] User Vector: [-1.4973769589662385, -0.5472061436478752] Predicted: 0.7917528202993964 Movie Vector: [-0.5525050708732245, 1.760808091628816] User Vector: [1.3739122695401558, 0.3111736241122415] Predicted: -0.211176460617578 Movie Vector: [-0.10424613952636719, -1.3479900360107422] User Vector: [-0.28484158103719437, -0.3580812584937625] Predicted: 0.5123836037314932 Movie Vector: [-0.3647143058084323, -1.2120906870594343] User Vector: [0.4468687989853579, -0.7792306827738704] Predicted: 0.78151880985178 Movie Vector: [-0.5844285069372555, -0.6303691579696568] User Vector: [-0.11826931086404657, 2.7448272552306543] Predicted: -1.6611344888871389 Movie Vector: [-0.8734012438801482, 0.48153549689745995] User Vector: [1.004180376296683, 0.8090797078828552] Predicted: -0.48745179057253574 Movie Vector: [-0.6888932603838176, -2.079267851395192] User Vector: [1.7203579320926683, 0.9841909392985495] Predicted: -3.2315395645843914 Movie Vector: [-0.5839443206787109, 0.11763572692871094] User Vector: [-0.05246162414550781, -1.2541675567626953] Predicted: -0.11690024475683458 Movie Vector: [-0.0332440731582244, 0.4349177032246974] User Vector: [0.04504575328018767, -1.291871068898528] Predicted: -0.5633551024652964 Movie Vector: [0.8161723431922189, 1.2973041218625005] User Vector: [-1.047865719181183, -0.01272548527002805] Predicted: -0.8717478438684138 Movie Vector: [-1.3137291333955745, -1.3388707387385093] User Vector: [0.2163343908758168, 0.21530206278517014] Predicted: -0.5724664237020519 Movie Vector: [-1.256790037423527, 1.1605890377094412] User Vector: [1.4202952638290762, 0.37188315509972897] Predicted: -1.3534094246626576 Movie Vector: [0.27632713317871094, 1.5268230438232422] User Vector: [-0.28349408961592565, 0.2121136928382088] Predicted: 0.2455229650791449 Movie Vector: [1.1666219937251987, -0.7595792365277357] User Vector: [0.08910209389877594, -0.1258732067549037] Predicted: 0.19955913671546743 Movie Vector: [-0.6256435248205363, -0.5439477031224134] User Vector: [1.609107050970171, 0.10964328925526998] Predicted: -1.0663676225357468 Movie Vector: [0.689098491084305, 0.424435943861903] User Vector: [0.03971503358300869, -1.2221315891363085] Predicted: -0.49134900484310273 Movie Vector: [0.03910691959330906, -0.8526868613229202] User Vector: [-0.9890541304975767, 0.6662144757963128] Predicted: -0.6067511906894515 Movie Vector: [-0.6098842620849609, 0.3987407684326172] User Vector: [0.8947793458742633, -0.26618720163139226] Predicted: -0.6518515304128185 Movie Vector: [-0.5051778038071122, -0.3169887229328184] User Vector: [2.005758285522461, 0.019941329956054688] Predicted: -1.0195857423645074 Movie Vector: [0.7840611333831025, -0.40963992096485236] User Vector: [-1.2014407380997647, 0.4545651911519337] Predicted: -1.1282110357839839 Movie Vector: [-0.40791617021904425, 0.564300114333425] User Vector: [1.299724915028486, -0.779244106699045] Predicted: -0.9699063481806114 Movie Vector: [-0.9179019927978516, -0.5356693267822266] User Vector: [-1.2038516998291016, 1.1141490936279297] Predicted: 0.5082023793875123 Movie Vector: [-1.6430950164794922, 0.5366802215576172] User Vector: [0.6466194420979832, -0.3565422247702559] Predicted: -1.2538063430542923 Movie Vector: [-0.9772396087646484, 1.5864849090576172] User Vector: [-1.239594208642893, -0.9153404260065447] Predicted: -0.24079321302864898 Movie Vector: [0.3911012199882411, -0.4413203574831668] User Vector: [0.78117578544565, -0.7384181579919273] Predicted: 0.631397768170125 Movie Vector: [-0.4535372115021254, 1.6255300456074384] User Vector: [0.7483430528066874, 0.5199372210866873] Predicted: 0.5057721532891148 Movie Vector: [-1.1070642853443615, -0.3606020848460362] User Vector: [-0.26747198477911294, 0.25331316847739155] Predicted: 0.20476342500722403
avg loss: 15.318126741189383: 4%|█▊ | 2788/70000 [00:04<01:47, 627.09it/s]
Movie Vector: [1.0340002558434032, 0.48761114995037746] User Vector: [-0.9391700189044588, -0.80681154534043] Predicted: -1.3645123452443524 Movie Vector: [1.5946474550275005, 0.12590743965161763] User Vector: [0.5157116928318862, 0.1530993743765675] Predicted: 0.8416546887423095 Movie Vector: [-1.174948959560605, 2.0442135484716166] User Vector: [0.6205421481630973, 0.6954386737033269] Predicted: 0.6925198075677387 Movie Vector: [-0.4064540716080712, 0.38812470016362616] User Vector: [0.5716892877030715, 0.5579573329443732] Predicted: -0.015808416128500036 Movie Vector: [-0.20417517924561115, 0.7733272017702272] User Vector: [-0.1694202423095703, -0.11929512023925781] Predicted: -0.05766275317807665 Movie Vector: [0.9210386015126644, 0.41721707751155757] User Vector: [-1.7358179934075757, 1.905045899886768] Predicted: -0.8039376942525001 Movie Vector: [-0.8967929734051462, -0.026799565690490496] User Vector: [-0.09675594717257657, -1.0334769615710013] Predicted: 0.11446678728075677 Movie Vector: [-0.7129444457623214, 0.18738646849327098] User Vector: [-1.3909014401874964, -0.385571838618016] Predicted: 0.9193845111954018 Movie Vector: [0.08127389291123255, 0.13713665384007448] User Vector: [-0.7086747740394704, 0.5403814587122527] Predicted: 0.016509347350840857 Movie Vector: [-0.11556902874278475, -0.541880488155027] User Vector: [1.4383147879702511, -0.03884711380058231] Predicted: -0.1451741500824329 Movie Vector: [0.026826845283688464, 0.20603108976653942] User Vector: [-0.02594228857550318, 1.2404199451486604] Predicted: 0.2548691233052097 Movie Vector: [-0.24273434945796948, 0.7461762498880774] User Vector: [-1.3281008286364477, -1.448038528862276] Predicted: -0.7581162685062433 Movie Vector: [0.7755982296953298, -1.5242431249377135] User Vector: [0.6759738922119141, 1.8524456024169922] Predicted: -2.299293319685379 Movie Vector: [0.6532020615368236, 0.08245458251152145] User Vector: [-0.511645576132802, 0.39047133234745235] Predicted: -0.3020117944147154 Movie Vector: [0.49139976501464844, -1.4579105377197266] User Vector: [0.9214383384485705, 0.329616535991415] Predicted: -0.027756838239441806 Movie Vector: [0.18944740295410156, -0.6522846221923828] User Vector: [1.828300961054315, 0.2324287955226744] Predicted: 0.19475713981608972 Movie Vector: [0.4150803353827826, -0.8981233805495447] User Vector: [1.4651785863045463, 0.21399003801279393] Predicted: 0.41597736265498636 Movie Vector: [-0.2961105471254736, 1.8508721227423717] User Vector: [0.05057845384483773, 0.8748012265181089] Predicted: 1.6041683894624472 Movie Vector: [0.5382990210792624, -0.032512805492428895] User Vector: [0.32336076467903535, 0.1414881451684216] Predicted: 0.16946460653882103 Movie Vector: [-0.6334765694041455, 0.5102256655849055] User Vector: [-0.7289714390291022, -0.6816181483785682] Predicted: 0.11400725295855313 Movie Vector: [-0.8967735501704517, -0.350426323749999] User Vector: [0.7209691059711758, -0.6180256363717433] Predicted: -0.4299735729879842 Movie Vector: [-1.9829082489013672, -1.0645198822021484] User Vector: [0.10210828710360101, -0.8944503002699782] Predicted: 0.7496887635001539 Movie Vector: [0.8636643206671263, 0.6846009242790876] User Vector: [0.18691062927246094, 2.225923538208008] Predicted: 1.6852973532878441 Movie Vector: [1.2313203795046248, 1.339521495653702] User Vector: [-0.06350517272949219, -3.036527633666992] Predicted: -4.145689250829191 Movie Vector: [-0.37001403288012535, -0.8286811647018921] User Vector: [-1.768096599538867, 0.3923618546195079] Predicted: 0.3290776746463239 Movie Vector: [-0.5857693813484968, 0.4381172873715612] User Vector: [0.23800640884379765, 2.2664256373271163] Predicted: 0.8535433853897092 Movie Vector: [1.0255548324421364, -0.4618737776562839] User Vector: [0.6288117702115926, -2.2446493442986317] Predicted: 1.6816256218019028 Movie Vector: [-0.5577182769775391, -0.7223606109619141] User Vector: [-0.6574838001143323, 2.730697281022525] Predicted: -1.6058574241310586 Movie Vector: [0.2852757381201312, 0.40522033581357697] User Vector: [-0.6602384792340469, -0.005323618967644361] Predicted: -0.190507258164618 Movie Vector: [0.6623531270725072, -0.4835498275567045] User Vector: [-0.6745281145248495, -1.0761932975190351] Predicted: 0.07361727747915431 Movie Vector: [0.512818862856267, -0.7221281305712776] User Vector: [0.02064366003857815, 0.9330411367363711] Predicted: -0.6631887935513604 Movie Vector: [0.12908498116425604, 0.7326374986234677] User Vector: [1.7384829104389163, 1.9677680613363324] Predicted: 1.6660727040769896 Movie Vector: [-0.11723817044505819, 0.3900254538634589] User Vector: [0.5244603933961058, 0.8134135424604908] Predicted: 0.2557652090841819 Movie Vector: [1.9928610971383307, -0.06265238789231142] User Vector: [0.7240704591078004, 0.5930532811014538] Predicted: 1.4058156453346498 Movie Vector: [0.910116274874906, -1.0462379438984755] User Vector: [-1.135159082996112, 0.699421036275574] Predicted: -1.7648875829191333 Movie Vector: [-0.3343146712074788, -0.5721029236790457] User Vector: [0.24057031543558632, -0.41982479233091174] Predicted: 0.1597568052183353 Movie Vector: [0.7351976215463829, -0.32263063222270694] User Vector: [-1.1325601857967, 0.045548066921214894] Predicted: -0.8473507564831771 Movie Vector: [-0.5271009666107962, 0.43612914421592247] User Vector: [0.6928092676704442, -0.3171028512170072] Predicted: -0.5034782297957113 Movie Vector: [0.33243733048142654, 0.09008563896149241] User Vector: [-2.384441137809618, 2.559082209162992] Predicted: -0.5621406905760891 Movie Vector: [-1.7546749114990234, -0.2257061004638672] User Vector: [0.7128653542353605, 1.6096139006317685] Predicted: -1.6141466291176823 Movie Vector: [1.1736011505126953, -0.23095130920410156] User Vector: [-0.13233015898350137, -0.37089482797829776] Predicted: -0.06964418073194718 Movie Vector: [0.6956460875289431, -0.27694344681091176] User Vector: [0.6188678741455078, -0.15753746032714844] Predicted: 0.47414198261151463 Movie Vector: [-0.03305402635039778, -0.437886381292071] User Vector: [-0.3562271322213894, -0.6517624192799264] Predicted: 0.29717262825582497 Movie Vector: [-0.32289176618393334, -0.3151764277779818] User Vector: [-0.10023143378927465, 0.7789853364167585] Predicted: -0.2131539109398965 Movie Vector: [-0.11289626692459165, 1.1812286221143207] User Vector: [-1.2956083086218015, 0.6288525792593523] Predicted: 0.8890880071514471 Movie Vector: [-1.981758100579287, -1.074594975431319] User Vector: [0.4663527022755253, -0.19698722333602306] Predicted: -0.7125167650405052 Movie Vector: [1.1014359637151625, -0.3159157380693445] User Vector: [1.3633628807310791, 0.6426395025252072] Predicted: 1.298636975678749 Movie Vector: [0.765314941207289, -0.3952117815071682] User Vector: [0.08259610018729252, -0.4131898622973681] Predicted: 0.2265095311380335 Movie Vector: [-0.21043519947875336, -0.6845984150787715] User Vector: [-0.6983189212075762, 0.8598775260041973] Predicted: -0.4417199099802245 Movie Vector: [-1.4552474271663274, 1.3421639388571789] User Vector: [-0.7800685417125655, -0.2792542620558169] Predicted: 0.7603877380371098 Movie Vector: [0.2279720399090131, -0.40869939807907973] User Vector: [0.8836250581534723, 0.4947770489034917] Predicted: -0.0007732750482330741 Movie Vector: [-0.8390929282790692, 1.1113309488051046] User Vector: [-0.6019496917724609, 0.030069351196289062] Predicted: 0.5385087301409632 Movie Vector: [-0.06545818844630479, 0.4090336970272325] User Vector: [0.8947737040849191, -0.6993312158356891] Predicted: -0.3446202983986102 Movie Vector: [0.270658037817037, -0.16936469076476504] User Vector: [0.5733156946147092, -0.5158944333156201] Predicted: 0.24254680211989252 Movie Vector: [0.6741619110107422, 0.8785915374755859] User Vector: [0.7804513967014453, -0.6830536748624643] Predicted: -0.0739745733245123 Movie Vector: [-0.3716387563914269, -0.501748036535361] User Vector: [0.11225368205416347, 1.4658834575351796] Predicted: -0.7772219654069106 Movie Vector: [-0.2974856527605157, 1.8270883965767368] User Vector: [0.14431972268995302, -0.5200254848898956] Predicted: -0.9930655762771567 Movie Vector: [0.8956227171399092, -0.31879684378283835] User Vector: [0.84046168535922, -0.8053166313445663] Predicted: 1.0094689786118873 Movie Vector: [-0.557205805110651, -0.04482773646275811] User Vector: [2.839530262264963, -2.0437855388519472] Predicted: -1.4905844663993555 Movie Vector: [0.6344527532730271, 0.6731101586263818] User Vector: [0.6364230242688503, -2.9112040255429044] Predicted: -1.555780663433227 Movie Vector: [-0.005270824428734097, 0.5636815711029003] User Vector: [-0.4190960906651113, 0.6861019500031935] Predicted: 0.38895200702722826 Movie Vector: [-0.7609515670231811, 0.3910313224466133] User Vector: [0.06447460231153254, 0.3029317323002275] Predicted: 0.06939374623024432 Movie Vector: [-0.8258992392701568, -0.28251913204711304] User Vector: [-0.7402783613659536, -0.11692151562922594] Predicted: 0.6444279006135012 Movie Vector: [0.1986293158552225, 0.4112379402788045] User Vector: [-0.2647412762078545, -1.2084703119201374] Predicted: -0.5495542205339263 Movie Vector: [0.6449467637545694, -0.8033688155670893] User Vector: [0.3582769154523803, -0.19743393217249267] Predicted: 0.3896818013911506 Movie Vector: [-1.473464565255593, 0.21624809834165598] User Vector: [0.77909151336781, 1.4532678832046415] Predicted: -0.8336973219148148 Movie Vector: [-0.5992550736060025, -0.6651140636906312] User Vector: [0.464941194597524, -0.6635220106728725] Predicted: 0.16269945107581063 Movie Vector: [-0.09223207287631843, 0.7060457769820622] User Vector: [-1.0827256042954299, 0.10403581771572337] Predicted: 0.17331607659349407 Movie Vector: [-0.48180580139160156, -1.4533329010009766] User Vector: [0.8219998327539519, -0.21860414236612138] Predicted: -0.0783396957679946 Movie Vector: [-0.7652559295638414, 0.8946319697683722] User Vector: [0.48904959597470804, -1.4289878154355518] Predicted: -1.6526662872685571 Movie Vector: [0.7625670620145282, 0.9329383975527742] User Vector: [-0.6419316871977543, 1.0869768513321219] Predicted: 0.5245664811383292 Movie Vector: [0.41603389068760993, -0.02206657417295002] User Vector: [0.17872237747072073, -0.4736955273046581] Predicted: 0.08480740354074649 Movie Vector: [-0.1863789536365622, -0.5140165606239212] User Vector: [-1.292175051713321, -0.9139647627319938] Predicted: 0.710627257924557 Movie Vector: [-0.5674338710157723, 0.2930836943676749] User Vector: [-0.17479967878792893, 0.6820148795791451] Predicted: 0.29907469890772886 Movie Vector: [-2.4786744414889954, 1.382141057618281] User Vector: [-2.2969899586170253, -0.5199459401754128] Predicted: 4.974851671122509 Movie Vector: [-0.6497127315258732, 0.15253446268223525] User Vector: [-0.2940363289082719, -0.5069456806133031] Predicted: 0.11371245942140316 Movie Vector: [-1.3123694148352685, 0.1325143009436293] User Vector: [0.9246679581661517, 0.42119693558215304] Predicted: -1.1576913296971671 Movie Vector: [-0.2954221343006097, -0.8536054644063235] User Vector: [0.31483495614525236, 1.1073031043743287] Predicted: -1.0382091953448818 Movie Vector: [-1.0531423703510348, -2.29860848100421] User Vector: [-0.4076600011150649, -0.48027000543091614] Predicted: 1.533276727527067 Movie Vector: [-1.8696098105979837, 0.13734089028915686] User Vector: [-0.28389026418155955, 0.8109815753883749] Predicted: 0.6421449546190395 Movie Vector: [-0.2021838378971663, 1.3051076662480159] User Vector: [0.498238412034069, 0.628095882628473] Predicted: 0.7189969972243964 Movie Vector: [0.488755586755673, 0.09024322279656302] User Vector: [0.6712156864918951, -0.8997368337947851] Predicted: 0.24686526514054105 Movie Vector: [-0.38290997007820576, -0.4746726043707557] User Vector: [-1.396737741475625, 0.37623932206158456] Predicted: 0.3562343079258724 Movie Vector: [-0.7924246562108255, 0.5581031564874291] User Vector: [1.2823828916578317, 1.4212823361534612] Predicted: -0.22296966398552753 Movie Vector: [-0.6039135003214129, -0.17815598011235] User Vector: [-1.382110625764319, -0.6839742973434613] Predicted: 0.9565293771516284 Movie Vector: [0.6600873569870134, -0.7452438059661491] User Vector: [-1.260627032222214, 0.21363013400737021] Predicted: -0.9913304999826548 Movie Vector: [1.260888284588309, -0.20912279898601863] User Vector: [-0.7732004226098839, 0.7525256524836512] Predicted: -1.1322896252636931 Movie Vector: [0.8943343661971022, 0.22150455820079495] User Vector: [-0.37652163842893727, -1.1051102254468923] Predicted: -0.5815231931146329 Movie Vector: [-0.03319506367255687, -0.5680851515589336] User Vector: [-0.23334739267512317, 0.3881478726139349] Predicted: -0.21275506148348902 Movie Vector: [-1.5258121490478516, 0.9747791290283203] User Vector: [-0.7102773026753865, -0.016038930489586677] Predicted: 1.0681153229218576 Movie Vector: [-0.1474285125732422, -1.0612201690673828] User Vector: [0.760410158847139, -0.862987741773796] Predicted: 0.8037138585638501 Movie Vector: [-1.3388275611917855, -0.2528663445299104] User Vector: [-0.6857676530947463, 0.5274840634488634] Predicted: 0.7847416676149562 Movie Vector: [0.91095045788604, -0.6844339031090606] User Vector: [-0.24376652123947418, 0.7176367520246312] Predicted: -0.7132341473431134 Movie Vector: [1.9581287089915556, -0.21452005131281332] User Vector: [0.03774036035605102, -0.6948182945077038] Predicted: 0.22295293929174434 Movie Vector: [0.08793091784367292, -0.9098993299876253] User Vector: [0.14797978348188195, -1.155448158676323] Predicted: 1.0643535035988916 Movie Vector: [-0.7745692987192776, 0.5107305632855156] User Vector: [0.060499262577817334, 0.5556204842680253] Predicted: 0.23691149151524613 Movie Vector: [0.5432067929895035, -0.22518459219378406] User Vector: [-0.36173483312963667, -0.7247262148062293] Predicted: -0.03329964148365763 Movie Vector: [-0.959944626542242, 1.1173678854584703] User Vector: [-0.35310150168311194, 1.3887236054363523] Predicted: 1.8906730476573799 Movie Vector: [-0.12346596958850814, -1.3637147194230368] User Vector: [-0.07987524694187262, -1.1205383272618408] Predicted: 1.53795648537444 Movie Vector: [0.9275239133031019, -0.053770586553503266] User Vector: [0.005137996025546987, 6.387859324819001e-05] Predicted: 0.004762179390723958 Movie Vector: [-0.4157967597519856, 1.7917707823049083] User Vector: [0.9202316006635988, 1.0080655888086572] Predicted: 1.423593150897038 Movie Vector: [-1.7001913005709608, 0.14836347059407184] User Vector: [-1.9638234238167669, -0.526065339904843] Predicted: 3.2608266214432136 Movie Vector: [-0.31469736338320453, 0.2326115862869157] User Vector: [0.4994311500789115, 0.8966802972007697] Predicted: 0.05140856020281909 Movie Vector: [0.8963940065512438, 0.3548678777238148] User Vector: [-0.736089209231813, -0.7110432255767551] Predicted: -0.9121523558727604 Movie Vector: [1.6062877914217206, 0.2445764081495126] User Vector: [0.2619683857377826, -0.15795620818505868] Predicted: 0.3821642577062379 Movie Vector: [1.7966843026936197, -0.8087076532066322] User Vector: [-0.602022162572048, 0.0671301368085856] Predicted: -1.1359324247647764 Movie Vector: [-0.2988247450668817, -0.7579128575083707] User Vector: [0.1286329499764495, -1.0727860410718382] Predicted: 0.7746396253999357 Movie Vector: [0.16602613874688013, -0.24787712461495967] User Vector: [1.8504152354784658, 0.4695964670933094] Predicted: 0.19081507463245556 Movie Vector: [-0.04181475057824077, 1.1401663634065748] User Vector: [-1.3962604959801086, 0.6636494420429414] Predicted: 0.815055055292562 Movie Vector: [-2.610603035085998, 0.7173854770224237] User Vector: [-0.2420913590359144, -0.33822780915906425] Predicted: 0.3893647184514275
avg loss: 15.314105569288902: 4%|█▉ | 2913/70000 [00:04<01:55, 581.29it/s]
Movie Vector: [0.5136064269241184, -0.5180110928960822] User Vector: [-1.0826609640665985, 0.012705046500003675] Predicted: -0.5626429843472295 Movie Vector: [-0.3639113218198012, 0.2595531649312579] User Vector: [0.6065845489501953, 1.698904037475586] Predicted: 0.22021293483734727 Movie Vector: [-0.5189697140499079, -0.7796900656006545] User Vector: [0.3893329295472267, 0.6671954973114217] Predicted: -0.7222577001845408 Movie Vector: [-0.6334998273860986, -0.21051106920038012] User Vector: [0.14779863580533234, -0.18223952755905992] Predicted: -0.055266972473549045 Movie Vector: [-0.34423091290496277, 0.8427469974571598] User Vector: [-0.3472760310345934, 0.4848527021932798] Predicted: 0.5281513041754273 Movie Vector: [1.8012992716468335, 0.41570397430005157] User Vector: [0.4438384133430591, -1.4063736030352532] Predicted: 0.21485071455130078 Movie Vector: [-1.0978221893310547, -0.18548011779785156] User Vector: [0.7986200682958176, -0.28912753749029685] Predicted: -0.8231154221079279 Movie Vector: [2.279566926873615, 1.0266098445364786] User Vector: [0.5820751190185547, 1.3807964324951172] Predicted: 2.744418401171057 Movie Vector: [-2.239913831168825, -0.512730474459069] User Vector: [-0.2966722481440437, -0.18376517869808892] Predicted: 0.7587422792047199 Movie Vector: [0.8702181602069945, -0.5645200049237787] User Vector: [-1.9895357443239912, -1.183716813309594] Predicted: -1.0630983138137853 Movie Vector: [-0.2687599487431182, 0.13668915851617064] User Vector: [-1.3230618130552612, 1.3509237865669035] Predicted: 0.540242660666018 Movie Vector: [-0.2926278287090913, 0.5415731212426174] User Vector: [1.8522160299075972, 0.15008704045809204] Predicted: -0.46072684817307763 Movie Vector: [1.0440289197851007, -0.7376973564665867] User Vector: [0.2790510367721631, 0.5015101135896181] Predicted: -0.07862533255016507 Movie Vector: [1.328519506711318, -0.20887684390166922] User Vector: [0.579481191226108, 0.039801763627852677] Predicted: 0.7615383995478898 Movie Vector: [1.739265768505638, 0.7657227056642792] User Vector: [0.2943914582367031, -1.2014202965595464] Predicted: -0.40792981427000174 Movie Vector: [-0.15321649338548074, -0.4498982978932739] User Vector: [0.679809711196393, -1.9301790229800078] Predicted: 0.7642261969491002 Movie Vector: [-0.5232524871826172, 0.4886913299560547] User Vector: [0.07047674817637344, -0.580591589920779] Predicted: -0.32060721001151615 Movie Vector: [0.9358205109693031, -0.3299917094031241] User Vector: [-0.13611376854897256, 0.3708620669544085] Predicted: -0.24975946386051806 Movie Vector: [1.1961273945417592, 0.34387368235539306] User Vector: [-1.0387330785620406, -0.33466629640631523] Predicted: -1.3575400225902352 Movie Vector: [-0.24220013001266494, 0.4083662815994977] User Vector: [-0.5928809007777252, -0.909261334674372] Predicted: -0.2277158389927788 Movie Vector: [-1.7280858122963332, 0.14177480042826102] User Vector: [0.2886175992619632, -0.2557763253780151] Predicted: -0.5350186159483692 Movie Vector: [-0.5709706240642269, 1.2064795337303247] User Vector: [-0.2616776571979852, 0.33265861134312147] Predicted: 0.5507560615386249 Movie Vector: [-0.31998737324773674, -1.3052493790975808] User Vector: [-1.3177613258862713, -0.912192694094163] Predicted: 1.6123059328215585 Movie Vector: [-0.7953237357979367, -0.254116210651646] User Vector: [0.3836280720692035, 1.1965640599958627] Predicted: -0.6091748361631365 Movie Vector: [0.1332472537944911, -0.014894370946380908] User Vector: [0.3794236168434653, 1.5515118357296747] Predicted: 0.027448362160106796 Movie Vector: [-0.06752967834472656, 0.2016925811767578] User Vector: [1.5468195264699618, 0.5900201550991109] Predicted: 0.014546462948391889 Movie Vector: [0.37913946012307204, -0.2075489630375093] User Vector: [-0.4819944488374737, 0.7042281077597591] Predicted: -0.32890492862196286 Movie Vector: [-1.162801728959214, -0.48746060388129225] User Vector: [-0.3116049110800996, -1.2126242392618327] Predicted: 0.9534412733077875 Movie Vector: [-2.256484933503777, -0.5229949720683238] User Vector: [-1.4488566458781849, -1.232246754284782] Predicted: 3.9137820490693933 Movie Vector: [0.6921676045585131, 0.816253301845525] User Vector: [-0.385191842353768, 0.40643375873851717] Predicted: 0.06513558273431413 Movie Vector: [-0.513296522170574, -0.17723266152042647] User Vector: [2.701857913049199, -2.054861410158829] Predicted: -1.022665713389133 Movie Vector: [-1.2689402818778772, 0.5977547214640638] User Vector: [0.2580394806760113, -0.6052829412157081] Predicted: -0.6892474272779838 Movie Vector: [-0.013870712473943142, 0.20968669023205605] User Vector: [0.4045720592482509, 0.16425438319158925] Predicted: 0.028830255258728628 Movie Vector: [-0.4781286625488587, -0.21605833754271975] User Vector: [-0.9155439845856383, 0.14389738474238567] Predicted: 0.40665759113039923 Movie Vector: [0.6597126451611787, -1.2510423841966847] User Vector: [1.5566886378950178, -1.8489339826303626] Predicted: 3.340061956850235 Movie Vector: [-1.4861619455193786, -0.007832503411554403] User Vector: [-2.0203765504693822, -0.5211303551532387] Predicted: 3.0066885002119106 Movie Vector: [-1.4997270932399696, 0.20480576375795537] User Vector: [1.7520402836853997, 2.0447145808587655] Predicted: -2.208812950491029 Movie Vector: [-0.7495474746457049, 0.4446130637116194] User Vector: [-0.8465565198074392, 0.6116964881191858] Predicted: 0.906502551210832 Movie Vector: [0.6581313581487745, -0.6741452494014788] User Vector: [0.17206325420377128, 0.8634453939119974] Predicted: -0.4688473872467357 Movie Vector: [-0.9124559150796718, -1.1366229638480099] User Vector: [-0.30196132930358716, -1.026964960378726] Predicted: 1.4427983580821004 Movie Vector: [-0.5820472692455663, -0.04880359146672782] User Vector: [-0.8231359762640774, -1.1048118618190308] Predicted: 0.5330228339541004 Movie Vector: [-0.6082092100436363, -0.6995769533020391] User Vector: [-0.7323360443115234, -0.2474498748779297] Predicted: 0.6185237565592658 Movie Vector: [-0.6757450103759766, -0.5294513702392578] User Vector: [0.48561504187318283, 0.6017996632107885] Predicted: -0.6467755978058001 Movie Vector: [0.08595466613769531, -0.5358982086181641] User Vector: [-2.091434429954202, -1.2383316462003966] Predicted: 0.48385116269838013 Movie Vector: [1.6679432573432365, 0.14766677075645993] User Vector: [-0.46307523213131874, -0.382882421651392] Predicted: -0.8289222218607615 Movie Vector: [0.2539448590391988, 1.5435697309527023] User Vector: [-1.6000952511815576, -0.3862176981825552] Predicted: -1.0024899114834107 Movie Vector: [0.04336357116699219, 0.05703926086425781] User Vector: [-0.280710893657549, 0.6323096368244322] Predicted: 0.0238938475073438 Movie Vector: [1.4421199326836238, 0.6133293501220993] User Vector: [-0.10937569592797386, -0.9346252507954338] Predicted: -0.7309659689269417 Movie Vector: [-0.6747854962892382, -0.396050077859809] User Vector: [0.05395845507738305, -0.5431768171929222] Predicted: 0.17871483785250758 Movie Vector: [0.5593089834493403, 0.509868284400966] User Vector: [0.5418994178912274, 0.6979991604129572] Predicted: 0.6589768469856008 Movie Vector: [0.32192376665784944, 2.1401906170635305] User Vector: [0.659152524391342, -0.3126909676375248] Predicted: -0.45702141152425585 Movie Vector: [1.386891094474793, -0.20486758152366433] User Vector: [-1.9527721405029297, 0.9829235076904297] Predicted: -2.9096514530452877 Movie Vector: [-1.6821737259136718, 0.10108696720040423] User Vector: [-1.0645051973805557, 0.3317704791427507] Predicted: 1.8242203456752837 Movie Vector: [-0.46584944059296446, 0.5758664446069428] User Vector: [-0.8866240393829953, 1.5404161145743964] Predicted: 1.3001072638780415 Movie Vector: [-0.19230322803124839, 0.09049429755510305] User Vector: [-1.2044013342167674, 1.5643383547963854] Predicted: 0.37317396497083133 Movie Vector: [-0.665506917320056, -0.4894535858980907] User Vector: [0.8671128633630684, 0.8846496402724229] Predicted: -1.0100645473601157 Movie Vector: [-0.08756930381843121, -0.8481016457282579] User Vector: [-0.05825260114556497, -0.4050993670661014] Predicted: 0.34866657962016606 Movie Vector: [0.23380428616681606, 0.08568758075256647] User Vector: [0.23901050275965707, -0.7526875411086432] Predicted: -0.008614294476104116 Movie Vector: [-1.8343022535630555, 0.1485003143909242] User Vector: [0.9945647449903116, 1.486332790173844] Predicted: -1.6036114664197387 Movie Vector: [-2.19690766974325, -0.4723247486842982] User Vector: [-0.8990567724543587, 0.42800605035541145] Predicted: 1.7729868687701138 Movie Vector: [0.20900453864265564, -1.1451861904981804] User Vector: [0.013720901022892307, -0.23322338023263306] Predicted: 0.2699519249317688 Movie Vector: [0.49383053670551097, -0.32410862173333355] User Vector: [-0.7763169961637527, 1.3041987455723845] Predicted: -0.8060710967629643 Movie Vector: [-1.1889447515755187, -0.21684194843873192] User Vector: [0.5614476170426548, -0.6145258914862174] Predicted: -0.534275205891526 Movie Vector: [-0.9486157199216873, 0.30831925390598547] User Vector: [0.5954391181414915, -0.3035153424593605] Predicted: -0.6584225316614152 Movie Vector: [0.15569070621936854, 0.32037818804246043] User Vector: [-0.8819142783210165, 0.4356122918283615] Predicted: 0.0022548199282501347 Movie Vector: [2.105943266670618, -0.9163928302154771] User Vector: [-0.9928575845871196, 0.10896066332369037] Predicted: -2.1907525156694505 Movie Vector: [-0.0057315826416015625, 0.4957103729248047] User Vector: [0.6373017457197696, 0.7932980209749596] Predicted: 0.38959331019477694 Movie Vector: [-0.35257219495223335, 1.2975607145558166] User Vector: [-0.639341509087168, 0.3541139910274943] Predicted: 0.6848984424147836 Movie Vector: [-0.389410224286384, 0.34310371970158315] User Vector: [0.7950426395011818, -2.742919667378343] Predicted: -1.2507036732855326 Movie Vector: [0.11453489513990145, 0.7860046773750464] User Vector: [2.6718435848137787, -0.15206004407397017] Predicted: 0.18649941893286826 Movie Vector: [0.6953381480182856, 0.23242598802357628] User Vector: [-1.6387487358435064, 0.5807243845260904] Predicted: -1.0045090722058707 Movie Vector: [-0.0906976135372961, 1.3000480346012437] User Vector: [-0.1876082710885089, 1.0844045466227217] Predicted: 1.426793622017108 Movie Vector: [-1.7453430221270032, 1.5334142717036834] User Vector: [-2.141899073430126, 1.0188906374893727] Predicted: 5.300730046743032 Movie Vector: [1.4018280727195682, 2.108060519410888] User Vector: [0.40324353867691914, 1.5488492461332808] Predicted: 3.8303460589529705 Movie Vector: [0.1444288502817783, 0.163827885919425] User Vector: [0.10941505432128906, -0.5218029022216797] Predicted: -0.06968317583845611 Movie Vector: [-0.27155313751121546, 1.7336460827642062] User Vector: [-2.3610720131640996, 2.5654148990646153] Predicted: 5.088678003492935 Movie Vector: [-0.160528171107864, -0.7371143083063352] User Vector: [-0.8038806915283203, 1.010885238647461] Predicted: -0.6160924762627414 Movie Vector: [1.8106931694400878, 1.3519481429964209] User Vector: [-1.2968730926513672, 0.46174049377441406] Predicted: -1.7239900473899032 Movie Vector: [0.579012647345619, -0.9160613688236946] User Vector: [0.07977279739942994, -0.9064410582296493] Predicted: 0.8765450951682604 Movie Vector: [-0.5382388653381377, -0.42343144703479596] User Vector: [1.8863455036439971, 0.41595255519643215] Predicted: -1.191431855861689 Movie Vector: [1.7976603283678974, 0.5274127701539523] User Vector: [0.01353258861251317, -0.8943387842645616] Predicted: -0.4473586979762522 Movie Vector: [-0.020837783813476562, -1.698446273803711] User Vector: [0.39192611409340145, 0.13734685606750482] Predicted: -0.24144312754284245 Movie Vector: [-0.9934609196908198, 1.2491851313220295] User Vector: [0.09086513531360706, -0.19171971473652588] Predicted: -0.32976437792665597 Movie Vector: [0.9456999626884567, 0.26318921888099345] User Vector: [-0.1518929780991502, -1.0494752481428666] Predicted: -0.4198557545146627 Movie Vector: [1.2264546726907997, -1.5332600470881073] User Vector: [-0.19546738452288426, 0.17836665529959667] Predicted: -0.5132143534103485 Movie Vector: [2.1099710193493584, 0.03326703920648946] User Vector: [0.04609462997996294, -0.4248693310167002] Predicted: 0.08312418871278639 Movie Vector: [1.0038547365283383, 0.29814503195599235] User Vector: [-0.35936922378526875, 0.7210925435157444] Predicted: -0.14576433802962505 Movie Vector: [-1.4428980509464209, 1.1457850300739911] User Vector: [0.523476228027485, -0.11813853098442764] Predicted: -0.8906841894145319 Movie Vector: [0.10862978584995488, -1.3065784860160283] User Vector: [-0.3300261619873185, -0.5307569218472139] Predicted: 0.6576249040880953 Movie Vector: [2.444235256341036, -0.11162248013848372] User Vector: [-0.31158910094332554, -0.34982036644081493] Predicted: -0.7225492491122052 Movie Vector: [0.1872506794734041, -0.2197314545766918] User Vector: [0.3888866119923077, -0.11039690900997565] Predicted: 0.09707695573120231 Movie Vector: [0.44188003840075046, -0.20938027163546646] User Vector: [-0.11785871719230948, 0.7617792481969868] Predicted: -0.21158096039254742 Movie Vector: [1.291128380803663, 0.4901540963424745] User Vector: [-2.803676093864852, 0.642892834820077] Predicted: -3.304789218873379 Movie Vector: [-0.7616019483132485, 0.6298216927518251] User Vector: [0.013658151276978697, -1.5390505670496708] Predicted: -0.979729507992784 Movie Vector: [0.33374416363234144, 0.5748307902274914] User Vector: [-0.3700755429445686, 0.5406705253035626] Predicted: 0.18728351275214006 Movie Vector: [-0.15607077810765502, -0.3290134002329797] User Vector: [3.6186551709969237, -1.4545255368313996] Predicted: -0.08620793564218038 Movie Vector: [-0.5013338087171895, -0.5654591189145415] User Vector: [0.6368863876634553, 0.8292213095093373] Predicted: -0.7881834295077645 Movie Vector: [0.01054919361192902, 0.498447811630845] User Vector: [-0.09155076563526118, 0.6032709016965561] Predicted: 0.2997332740192083 Movie Vector: [-1.3777433677660695, 0.8932904200491765] User Vector: [1.360431383177076, 0.4404870061077254] Predicted: -1.4808424927608628 Movie Vector: [-0.008878707885742188, -1.1550617218017578] User Vector: [-0.1334700728641253, -0.18646045706518882] Predicted: 0.21655837837410905 Movie Vector: [-0.5334867849828245, -0.5337545417940723] User Vector: [-1.1612978576599264, 2.040509928065163] Predicted: -0.46959438119024055 Movie Vector: [0.7669301298479381, 0.6391699855283712] User Vector: [0.08068647440602111, 1.2114189858629105] Predicted: 0.8361835439559727 Movie Vector: [0.28524659359172855, -0.07036481934251898] User Vector: [0.6878077663555001, 1.4244781214943771] Predicted: 0.09596167672251928 Movie Vector: [-0.19671444697417714, 0.6833030359758375] User Vector: [-0.21684137898315847, 1.3066460774692688] Predicted: 0.9354910636284607 Movie Vector: [0.4860815892152597, 0.11174149020533838] User Vector: [0.8433701564797517, -0.6010557319546538] Predicted: 0.3427838427733265 Movie Vector: [0.573043362984254, 0.7599100293855534] User Vector: [-1.227132954887336, 1.5750354297541593] Predicted: 0.49368482441032724 Movie Vector: [0.25047538524676327, 0.8387401585837134] User Vector: [-0.9432224978182493, 1.6103811079590762] Predicted: 1.1144372873553714 Movie Vector: [-1.6298587412044052, 0.2697258364554811] User Vector: [0.5096721649169922, -0.3848743438720703] Predicted: -0.9345041874696816 Movie Vector: [0.2720410705522558, -0.3795519428180162] User Vector: [0.8623299447835409, -0.09298928888818915] Predicted: 0.26988342660696 Movie Vector: [0.6217670440673828, -0.6799030303955078] User Vector: [-0.18586635875396382, 1.0594361971959558] Predicted: -0.835879457458243 Movie Vector: [0.8010005950927734, -0.5430507659912109] User Vector: [0.03236064469383, 1.3580201791795363] Predicted: -0.711553002877625 Movie Vector: [-1.004803488027357, -0.2589837108049921] User Vector: [-0.24255949719682193, 0.7454344779798584] Predicted: 0.050669241568322726 Movie Vector: [-0.5928707122802734, 0.24252891540527344] User Vector: [0.3138544826010788, 1.0727031370459572] Predicted: 0.07408639772753212 Movie Vector: [1.0642251777694254, 1.6179343678932763] User Vector: [1.8714138073833129, 0.8167645912857613] Predicted: 3.3130771945622017 Movie Vector: [-0.09241116725902593, -0.5464877489613472] User Vector: [0.589986732860129, 1.2552300298396022] Predicted: -0.7404891960866725 Movie Vector: [-2.3083715808808707, -0.717777977974235] User Vector: [-1.29555362329411, -0.2190739039851547] Predicted: 3.147865589348751 Movie Vector: [0.7267117786277181, -0.4766115121160976] User Vector: [0.6987857818603516, 0.7442188262939453] Predicted: 0.15311259827027207 Movie Vector: [0.7721322098448743, -0.20330796362656378] User Vector: [-1.5341519335480638, 0.4341639812289676] Predicted: -1.2728371175919162 Movie Vector: [0.014045217565583048, -1.5779806910029601] User Vector: [0.9496037325675103, -1.2346490137723916] Predicted: 1.9615896949236822 Movie Vector: [-0.9054894375796465, 0.5572920743213325] User Vector: [-0.7897472381591797, 0.09697914123535156] Predicted:
avg loss: 15.278796332332844: 4%|█▉ | 3039/70000 [00:05<01:51, 602.99it/s]
0.7691534892957853 Movie Vector: [-0.32836359319945907, -0.27265011794323485] User Vector: [0.3340281523352395, 0.6975395070503639] Predicted: -0.29986691319792314 Movie Vector: [0.15050271163158946, 0.26296513755159895] User Vector: [0.4337295750104875, 1.0922525471834268] Predicted: 0.3525018184650694 Movie Vector: [0.05999539370278609, -0.22223419984094672] User Vector: [0.7381853696498234, 0.4400267022439291] Predicted: -0.05350126020405226 Movie Vector: [0.10478019714355469, -0.7444477081298828] User Vector: [3.5969801616706274, -1.5002187063343233] Predicted: 1.4937266680854684 Movie Vector: [-0.5850590027125814, -1.6149723825654552] User Vector: [1.627850734338052, -0.07396454241025965] Predicted: -0.8329380339151032 Movie Vector: [1.6489369279390123, 0.2188607254435031] User Vector: [1.4167573691979884, -0.13992561843762436] Predicted: 2.305519321640899 Movie Vector: [-0.6115871773456685, 1.2581134651741754] User Vector: [1.3189363902212534, 0.48637920728659834] Predicted: -0.19472435412589073 Movie Vector: [1.458440632132556, -0.81218339397605] User Vector: [0.4014691442697697, 0.2111618490576332] Predicted: 0.4140167653046324 Movie Vector: [0.387055298211064, -0.3196223123328652] User Vector: [-0.09355428347847806, -1.2716269513958114] Predicted: 0.3702296655392365 Movie Vector: [-0.6126703525474172, -0.15270772503672922] User Vector: [-1.9897813852166066, 0.14387865808613653] Predicted: 1.1971086802152753 Movie Vector: [-0.29922743443116206, -0.29035451074789004] User Vector: [0.45068011190561685, 1.8539921713201166] Predicted: -0.6731708434687376 Movie Vector: [0.8793525198978651, -1.7591019352566448] User Vector: [-0.705705262738967, 0.6667521035119646] Predicted: -1.7934486167190313 Movie Vector: [-0.38317080146325283, -0.9403036983059712] User Vector: [-0.24142164801838847, 0.511252310965445] Predicted: -0.3882267124064971 Movie Vector: [0.6966114044189453, -2.4236011505126953] User Vector: [1.1228394645939486, -0.275442403204026] Predicted: 1.4497453016730661 Movie Vector: [0.2876743000961533, -0.08395889024262049] User Vector: [0.04190498169723849, -0.4102534232173341] Predicted: 0.04649940841185868 Movie Vector: [0.1456599895468484, 1.0098682225156945] User Vector: [2.5858426551273377, -2.0949195287128397] Predicted: -1.7389388466590092 Movie Vector: [-1.2238523206121303, -2.1034722352240203] User Vector: [-0.17367382406446252, -0.2231721734578569] Predicted: 0.6819875831540764 Movie Vector: [-0.9112453460693359, -0.2122211456298828] User Vector: [0.9620021090385791, 0.7931380860129916] Predicted: -1.0449406180266607 Movie Vector: [0.37942119238580907, 1.0084257077102818] User Vector: [1.67259578256975, -0.38549150065204324] Predicted: 0.24587874684075467 Movie Vector: [-0.548053961334447, -0.3696252225422402] User Vector: [1.4239927690020147, 1.0950999398019046] Predicted: -1.185201436918435 Movie Vector: [-1.8785267446993923, 1.710080874149349] User Vector: [-0.018908709669964635, -0.016818712187625873] Predicted: 0.006759158782903025 Movie Vector: [0.2909997114046615, 0.016643557116271634] User Vector: [0.7671532338199417, 1.7597226695029347] Predicted: 0.2525294144034259 Movie Vector: [0.37598411564015943, -0.470106219830532] User Vector: [-0.9721909521831629, -0.024827605841407405] Predicted: -0.3538567434604046 Movie Vector: [0.36759734787265724, -0.25659490423512954] User Vector: [0.053618992943904625, -0.13303025104169364] Predicted: 0.05384508412820069 Movie Vector: [0.37790353337651117, 0.9823234706473079] User Vector: [0.6008204054887009, 0.7517117660576248] Predicted: 0.9654762651190314 Movie Vector: [-0.3031433122244886, 0.4889539390701643] User Vector: [-1.9097229272671128, -1.0974466117432211] Predicted: 0.04231888987174548 Movie Vector: [-0.9757568115173845, 1.2118305777084684] User Vector: [-0.6924535191666809, 0.5340638647147742] Predicted: 1.3228611596965947 Movie Vector: [-1.0551315595355029, 0.28314017388394586] User Vector: [0.6802597663317981, -0.17236730771630546] Predicted: -0.7665676576176291 Movie Vector: [0.33231865465636945, 0.30313983940193223] User Vector: [-0.8412251749020375, -0.4180071152434476] Predicted: -0.4062694281702779 Movie Vector: [-0.05256101007312164, -0.7651571963539644] User Vector: [0.8907356819677456, 1.1351707768048185] Predicted: -0.9154020561153223 Movie Vector: [-1.5875599717360254, 0.9733847876460904] User Vector: [-0.5287224583573744, 0.5382901006740365] Predicted: 1.363342006382625 Movie Vector: [-0.47671925432832485, 1.3663224170968622] User Vector: [0.8646488603610809, 0.6974733475829271] Predicted: 0.5407787101629745 Movie Vector: [-0.9957918188030019, 1.6919999428350587] User Vector: [-0.7603779866634642, -0.34425861116358747] Predicted: 0.17469262790810902 Movie Vector: [0.1001087685839817, 2.2634823608853614] User Vector: [-1.1071608227277363, 0.2703676412800331] Predicted: 0.501135880403834 Movie Vector: [-0.40528297424316406, -2.020559310913086] User Vector: [0.6393867228537884, -1.0495339590902983] Predicted: 1.8615130604296033 Movie Vector: [-1.2616030474420359, 0.35789830220262764] User Vector: [0.15690523372988624, 0.4520444947919795] Predicted: -0.03616616382713539 Movie Vector: [-0.5029228286269103, 1.1930380788716812] User Vector: [-0.8612459566833052, -0.20438493262808724] Predicted: 0.1893012453057261 Movie Vector: [1.0728074657367574, 0.4692365710625688] User Vector: [2.476542172704032, -0.17863987110902618] Predicted: 2.573028571514557 Movie Vector: [-0.3346041886031357, 0.4943308072209709] User Vector: [-0.2803508779406941, -0.7859711945734127] Predicted: -0.2947231970283832 Movie Vector: [0.4737745530424383, 0.31094161370276774] User Vector: [0.13510062346788487, -0.9939757335336491] Predicted: -0.24506118106709318 Movie Vector: [2.011690874424063, -0.6038226305253112] User Vector: [0.8556972223011846, -0.4037573700201384] Predicted: 1.9651961306328534 Movie Vector: [-1.047911133763668, -0.12650518175233288] User Vector: [-0.16965333754492995, 0.19864379674653107] Predicted: 0.15265215168210441 Movie Vector: [0.7668394477121138, 1.7987069198975634] User Vector: [0.7842527675109427, 0.10178663778288882] Predicted: 0.7844802888379769 Movie Vector: [0.47905206975198567, -2.2455478930999666] User Vector: [0.21288540199835085, -0.46720117537158934] Predicted: 1.1511058074567941 Movie Vector: [-0.41301554144267755, 0.1302153083170672] User Vector: [0.11356557788404399, 0.17173421245124892] Predicted: -0.024541925216100893 Movie Vector: [0.6083441245619321, -0.25653827706848054] User Vector: [-1.3840705518428207, -0.2465978531259331] Predicted: -0.7787293998230579 Movie Vector: [0.22205533841691794, 1.8423583756079798] User Vector: [-1.1693323182745397, -0.3545551542869064] Predicted: -0.9128741417717536 Movie Vector: [-0.4219734580134457, 1.3280366026228279] User Vector: [-0.3299601461313066, -0.7126804515833612] Predicted: -0.8072313018068205 Movie Vector: [-1.1423892217530525, 0.4601854108457566] User Vector: [-0.3012022555828877, -0.5696385053156563] Predicted: 0.0819508807433511 Movie Vector: [-0.29587745666503906, 0.3814220428466797] User Vector: [-0.8443116124861649, -0.6479119599131451] Predicted: 0.0026848692002966745 Movie Vector: [0.747973982389357, -0.29386235074692385] User Vector: [0.7923973380809395, -0.10750913312322692] Predicted: 0.6242854791854814 Movie Vector: [0.30338613757713445, -2.0414158404669216] User Vector: [-0.06277897062506793, -0.2676816104624127] Predicted: 0.5274032103806575 Movie Vector: [0.05856465365957092, 0.06364265560984454] User Vector: [0.22110129301561632, -0.3371186593869419] Predicted: -0.008506406089872754 Movie Vector: [-0.7157543372677149, -0.005933427668090241] User Vector: [-0.7429557841332362, -0.6328477479000143] Predicted: 0.5355287812285784 Movie Vector: [-0.8946672636015462, -0.2191739172220105] User Vector: [2.69149863482636, -0.01717572584886512] Predicted: -2.40423124749197 Movie Vector: [0.48815138024408666, -0.3126951966735966] User Vector: [0.7269470676192007, 0.18660817752814646] Predicted: 0.29650873364963903 Movie Vector: [2.273165070616411, 0.024113958033870023] User Vector: [-1.268598986806858, 1.933154944522973] Predicted: -2.8371188882235234 Movie Vector: [-0.5886793103935226, 0.3759769003466269] User Vector: [0.6502850998526104, 1.665837472322289] Predicted: 0.2435070251845764 Movie Vector: [-0.7011346689939891, 0.06387831197794248] User Vector: [-0.06433907644343329, -0.04402287942634148] Predicted: 0.04229824983938237 Movie Vector: [-0.34262847277509234, 1.482516574266413] User Vector: [0.6190800155524504, -0.544531528767112] Predicted: -1.019391456862188 Movie Vector: [-0.5936544551654523, -0.46933267914083543] User Vector: [-0.7602405548095703, 0.6718540191650391] Predicted: 0.1359971455538907 Movie Vector: [-0.07130204343819507, -0.43812725331152375] User Vector: [-0.8278242955877728, -0.14686875395391408] Predicted: 0.12337276765030697 Movie Vector: [-0.33467210319174967, 0.275410309863926] User Vector: [-0.8168821072996638, 1.0235754092877327] Predicted: 0.5552908735507164 Movie Vector: [-0.43623584494786705, -0.6379099572388253] User Vector: [-0.287587929460442, -0.7554635702308365] Predicted: 0.6073738971864266 Movie Vector: [-1.191499027711515, -0.5991374062389837] User Vector: [-1.366542195552823, -1.111173045093238] Predicted: 2.2939790334477834 Movie Vector: [-1.4010881489177471, -0.8914650736864325] User Vector: [-0.6681346893310547, -0.47211647033691406] Predicted: 1.356990939120057 Movie Vector: [-1.706703575137671, 0.9378577880767853] User Vector: [-0.7025511699602995, 1.3625851981711823] Predicted: 2.47695773351139 Movie Vector: [-0.07815314203280244, 0.2217078293550808] User Vector: [-0.3024263960860664, -0.43507618312325747] Predicted: -0.07282422307656813 Movie Vector: [-1.1809776950895166, 0.19236474696485442] User Vector: [0.714123028793676, 0.7354091959679913] Predicted: -0.7018965646570902 Movie Vector: [0.7793403430642752, -0.465374341831596] User Vector: [0.5129455760199778, -0.4175086854992613] Predicted: 0.5940570109119053 Movie Vector: [0.2880435098518984, -1.8230253542976882] User Vector: [0.5376696900448696, -0.6709605115696411] Predicted: 1.3780502889855097 Movie Vector: [2.165112613828674, 0.8312185232571155] User Vector: [-0.6087207794189453, -1.7536258697509766] Predicted: -2.775595343619462 Movie Vector: [-0.1349369363688075, -1.656036671745332] User Vector: [0.3779414551094326, 1.1549333696118036] Predicted: -1.9636102755787888 Movie Vector: [0.6490039825439453, -0.4493999481201172] User Vector: [-0.961165285126289, -1.4384608933203937] Predicted: 0.022644152901054038 Movie Vector: [1.3407911489020015, -0.19656763882141684] User Vector: [0.015765312199344905, -0.18316051816374393] Predicted: 0.05714142163731277 Movie Vector: [-0.2904224395751953, 1.270303726196289] User Vector: [0.3922829303957531, 1.5100365510520615] Predicted: 1.8042772918447854 Movie Vector: [-0.6261724987637252, -0.19279007166230894] User Vector: [-0.680529325930695, 0.2864020548421925] Predicted: 0.370913275822758 Movie Vector: [0.235219266327094, 0.0990996400589857] User Vector: [-1.048996146556635, 1.0680992327645447] Predicted: -0.14089585445875533 Movie Vector: [-0.18700151521434433, 0.9565177394721233] User Vector: [0.4139456932512448, 1.5649430810120475] Predicted: 1.4194873463977484 Movie Vector: [1.8293491651438287, -0.8860381476893705] User Vector: [-0.07012044215554197, 0.37209628956451074] Predicted: -0.45796627948458357 Movie Vector: [0.07569891021882097, -0.020519288149965148] User Vector: [0.3478924100812514, 0.4501120791099094] Predicted: 0.01709909686551376 Movie Vector: [-0.22661750243928291, 0.8634933221244102] User Vector: [0.21935473119241272, -0.18343199359851253] Predicted: -0.20810192286734797 Movie Vector: [0.847678538561308, -0.3477798409010857] User Vector: [0.468610000402674, 0.2724758813078022] Predicted: 0.3024690216459421 Movie Vector: [-0.859547287119111, 0.004542987214281702] User Vector: [-0.634295052421346, -0.8196686033882474] Predicted: 0.5414828475567013 Movie Vector: [0.35148193983144627, -1.9021904666712353] User Vector: [0.7322492984094753, -0.4390444212026826] Predicted: 1.0925185163021112 Movie Vector: [0.07131876102174331, -1.02192327577754] User Vector: [-0.06870049512715906, -0.5062863777400325] Predicted: 0.5124861994275898 Movie Vector: [-0.8105495494646422, -0.1816693112924218] User Vector: [-0.34285128328730946, 0.5875607615906017] Predicted: 0.17115619430128765 Movie Vector: [0.6842327117919922, -0.04004478454589844] User Vector: [0.021076681239431683, -0.37831075696902705] Predicted: 0.02957072751425218 Movie Vector: [-0.47474622555808915, 0.34701324036167713] User Vector: [1.4331987796987078, 0.044794819302245825] Predicted: -0.6648613157389328 Movie Vector: [-1.0389361786150106, 0.5409565202552884] User Vector: [-0.10270019122867345, 0.05167076299999315] Predicted: 0.13465058036956085 Movie Vector: [-0.14137913742887054, -0.7116670414403736] User Vector: [-0.731272853165079, -0.3831470465171055] Predicted: 0.37605985023707367 Movie Vector: [-0.5516113018092501, -1.3173071156763332] User Vector: [-0.9585989473870304, 0.8728393783913238] Predicted: -0.6210235107162616 Movie Vector: [-1.007803479814267, 1.3012052882924403] User Vector: [0.5386618550534161, -1.3424939007178376] Predicted: -2.2897254550804376 Movie Vector: [-0.13773716587055942, -0.7161116859127402] User Vector: [0.6519193703680191, -0.45994932588983806] Predicted: 0.23958156074678982 Movie Vector: [1.0182945510193895, 0.0645240758287068] User Vector: [-0.6715059221683323, 1.939488966318893] Predicted: -0.5586470883895627 Movie Vector: [-0.5520699235743174, 0.7590217345856225] User Vector: [0.348530624471284, 1.5627490537135693] Predicted: 0.9937472222565427 Movie Vector: [0.43703319762821513, 0.24399146908902442] User Vector: [-0.9151896317795339, -1.7621270862096283] Predicted: -0.8299122276986477 Movie Vector: [0.8865551465271106, 0.6066651768994161] User Vector: [0.6725138379344854, 0.5606597744123009] Predicted: 0.9363533653557425 Movie Vector: [-0.7158098645683331, 0.6085086883161985] User Vector: [0.4352106369466719, 0.352891829366506] Predicted: -0.09679032288617886 Movie Vector: [1.4237564677135501, 0.4564118749233086] User Vector: [-0.9695148468017578, -0.29471397399902344] Predicted: -1.5148639911173079 Movie Vector: [-0.05255699157714844, 0.7167148590087891] User Vector: [-0.860911830434218, 0.47883083943355975] Predicted: 0.3884321133944825 Movie Vector: [-1.1527446610182435, -0.3173398317590645] User Vector: [-0.44886750685521987, -0.4532087143950463] Predicted: 0.6612507992097905 Movie Vector: [-0.19078541873104543, 0.7370516972002039] User Vector: [0.15823871467174272, -1.108685693839307] Predicted: -0.8473483117439577 Movie Vector: [1.8009775872607001, 0.30818248316090424] User Vector: [0.20238402931829869, -0.37774442455872514] Predicted: 0.2480748860610736 Movie Vector: [-0.2157879404948651, -0.11410110237788446] User Vector: [-1.9338771533947867, -0.04638115812001875] Predicted: 0.42259950937219043 Movie Vector: [0.024942596949914263, 0.3446748071376864] User Vector: [1.9598470404757073, -0.008867035783590708] Predicted: 0.04582743096547578 Movie Vector: [-0.2606331448146184, -0.7741496298715126] User Vector: [-1.4043972438364138, -1.1302082057725076] Predicted: 1.2409827344066002 Movie Vector: [-0.3576810495415468, 0.5153021878393572] User Vector: [0.4642454552571638, 0.7761107573991743] Predicted: 0.23387976961217957 Movie Vector: [0.14331800833619393, -1.1140062385455833] User Vector: [1.0843342476223397, 0.29286001402614514] Predicted: -0.17084325790571367 Movie Vector: [1.0852527618408203, -0.18959999084472656] User Vector: [0.159595817572072, -1.275649583783338] Predicted: 0.41506495120473497 Movie Vector: [0.8145515663135064, -0.20121713601914748] User Vector: [1.983075721831713, -1.494289448787884] Predicted: 1.915994078605038 Movie Vector: [-0.12187004089355469, 1.531991958618164] User Vector: [2.070188522338867, -0.2639484405517578] Predicted: -0.6566608482899028 Movie Vector: [1.5382089161373775, 0.028923486091802925] User Vector: [0.11670112609863281, 0.3424549102783203] Predicted: 0.18941570252269402 Movie Vector: [0.19920286584117008, 0.5695970353293984] User Vector: [0.7579883129249643, -0.1826796629217988] Predicted: 0.046939649793536084 Movie Vector: [-1.080048968841166, -2.33030752473584] User Vector: [1.2255191802978516, -0.21986961364746094] Predicted: -0.8112569118323254 Movie Vector:
avg loss: 15.296456962840882: 5%|██ | 3164/70000 [00:05<01:52, 592.69it/s]
[-0.12403470591567563, 2.318217988505818] User Vector: [0.3413396985660491, -1.132184664184187] Predicted: -2.6669888239511863 Movie Vector: [0.09880442262391441, -1.4518384768942065] User Vector: [-0.9791873059378475, 0.4510783374209737] Predicted: -0.7516409227650926 Movie Vector: [1.369273265042475, -0.22277813988143041] User Vector: [0.6221781561049758, -0.09549729367827503] Predicted: 0.8732066246973238 Movie Vector: [0.18027501953854885, 0.027909295853927762] User Vector: [-0.8877513557895456, -1.110229742378656] Predicted: -0.19102512335620947 Movie Vector: [0.31070968587350456, -0.30956737554845704] User Vector: [0.5549713294936065, 0.7530043487708308] Predicted: -0.06067061256980141 Movie Vector: [0.05999302652389894, 1.908824993883487] User Vector: [-0.19854994581119684, 0.1336604777244392] Predicted: 0.24322284840944677 Movie Vector: [-1.0399964705405413, 0.8008079089688515] User Vector: [0.39279402649391826, 1.091682095314769] Predicted: 0.46572325480467164 Movie Vector: [0.06818522802642053, -0.8920916861664133] User Vector: [-1.2471206912744757, 0.5789462986034024] Predicted: -0.6015083884319304 Movie Vector: [0.45556436148306567, -0.12684028786821733] User Vector: [-1.2014557906446417, -0.7618951960786885] Predicted: -0.45070143411912533 Movie Vector: [0.5451421457656948, 0.3955860916224644] User Vector: [0.07875710421780985, -0.9852851060313399] Predicted: -0.3468312674411739 Movie Vector: [-0.413382186459904, -0.11011120206265748] User Vector: [0.7863341523108051, 0.1485665845324915] Predicted: -0.3414153763795518 Movie Vector: [-0.17846242949117708, -0.4571391528857531] User Vector: [-0.3998043944113156, -0.5299188853271205] Predicted: 0.31359673388449455 Movie Vector: [-0.13231550460556402, -1.4878613548916344] User Vector: [1.1318372731617874, 1.5230428172715151] Predicted: -2.415836169593356 Movie Vector: [-1.647348403930664, 0.1813220977783203] User Vector: [-0.22217750549316406, 0.17668724060058594] Predicted: 0.3980410601798212 Movie Vector: [-0.9043692966917507, -0.2949128997486515] User Vector: [0.4586736450759964, -0.7409330516341125] Predicted: -0.19629964703138714 Movie Vector: [-0.46719991235751934, -0.7192493408424818] User Vector: [1.1107265150439085, -0.12784801661197315] Predicted: -0.4269767288055066 Movie Vector: [2.6371097564697266, 1.394510269165039] User Vector: [-0.925333259373072, 0.6184545283797536] Predicted: -1.5777641754414726 Movie Vector: [-0.6432566581915635, 0.29350347145999617] User Vector: [-1.5543567230445714, -0.10820219577113427] Predicted: 0.9680925912248186 Movie Vector: [1.009043035661135, 0.01584063298211652] User Vector: [-1.5367104509025022, 1.9952387179272317] Predicted: -1.5190011340684584 Movie Vector: [2.1089839935302734, 0.03531455993652344] User Vector: [0.2690457100383979, -1.3772009409801365] Predicted: 0.5187778508240889 Movie Vector: [-0.9850406646728516, -0.0025653839111328125] User Vector: [1.6155519005389563, 0.9071821559094119] Predicted: -1.593711588427619 Movie Vector: [0.1513957977294922, -0.6918811798095703] User Vector: [2.542757921907388, 0.49136895616435794] Predicted: 0.04499393090736181 Movie Vector: [0.7102907360285043, -0.2806713519557541] User Vector: [-0.18779598987587495, -0.6657078850649112] Predicted: 0.053455380236637595 Movie Vector: [0.7277541568899635, -0.21743265914684423] User Vector: [-0.742447211448741, 0.14522369472917074] Predicted: -0.5718954185192762 Movie Vector: [-0.9137106534871682, -0.20750197333488377] User Vector: [0.3087727687936678, -0.27597485219441054] Predicted: -0.2248636419323614 Movie Vector: [-0.1959449996430454, -0.7504716103364522] User Vector: [0.19563381848522043, -0.43476412398198316] Predicted: 0.2879446637480217 Movie Vector: [0.5470856984798129, 0.8499158001939031] User Vector: [0.1483938681667606, 0.7864000518736773] Predicted: 0.7495579923768769 Movie Vector: [0.9086542512745095, 0.007229018051941538] User Vector: [0.04913972231794361, -0.854435292721216] Predicted: 0.038474289435350736 Movie Vector: [0.52925541624516, -0.3321390756571919] User Vector: [0.12135169444432885, 0.8190404201292647] Predicted: -0.20780928651242336 Movie Vector: [-1.024789810180664, -0.23543357849121094] User Vector: [-0.45654267377643515, 0.1917275085132069] Predicted: 0.4227211865742574 Movie Vector: [-0.008814892173477758, 0.6260468482006989] User Vector: [0.7023888522619142, -0.05609184308095372] Predicted: -0.041307603567140826 Movie Vector: [-0.5174333837983656, 1.2721401128234748] User Vector: [-1.148918285348117, -1.4717799074559175] Predicted: -1.2778215814268021 Movie Vector: [0.37367340026277845, 0.3430970266028009] User Vector: [-0.3865781693466205, 0.8922436120406109] Predicted: 0.16167215128936474 Movie Vector: [0.5457943345125067, 0.8290445588601825] User Vector: [-0.27490343706506276, 0.639948607108061] Predicted: 0.38050517218496394 Movie Vector: [0.119729203813432, -1.3109135287326619] User Vector: [-0.3013345434648703, -0.4425865376461537] Predicted: 0.5441141348647575 Movie Vector: [-0.8534520362601385, -0.7401775754461599] User Vector: [-0.6662584531428825, -0.221668030037717] Predicted: 0.7326933385375671 Movie Vector: [0.4935029935363501, 0.1657935706511947] User Vector: [-0.29694567168994734, -1.2531551979248676] Predicted: -0.35430865274071965 Movie Vector: [-0.002540124071926525, -0.18686202882695235] User Vector: [-0.3388508265236497, 0.9360655950843553] Predicted: -0.1740543930713262 Movie Vector: [-0.5998775570887481, -0.2519681951140626] User Vector: [0.8114179592882902, 0.9437249942801335] Predicted: -0.724540106688591 Movie Vector: [-0.4948430403344572, 1.2417842388517581] User Vector: [0.57165529192858, -0.8860551476089222] Predicted: -1.383168959735448 Movie Vector: [0.7784176036457056, 0.8116418150470472] User Vector: [0.2458477020263672, 0.20081520080566406] Predicted: 0.35436219314411466 Movie Vector: [0.975785339467079, 0.9716444885748673] User Vector: [0.18816192454618705, -1.2806402493786733] Predicted: -1.0607213927378514 Movie Vector: [-0.662088570508437, -0.7638663195735955] User Vector: [0.32087217394918066, -0.7496450886941824] Predicted: 0.3601828359212992 Movie Vector: [1.1150531736449938, -0.15992242204011586] User Vector: [-1.0557860960395007, 0.3784665892428185] Predicted: -1.2377829306920767 Movie Vector: [0.7797072258606338, 0.10075706641788543] User Vector: [1.3367449788500059, -2.1904347387442784] Predicted: 0.8215679406865688 Movie Vector: [-0.45525528067406745, 0.21242951675079036] User Vector: [0.745839374891367, -0.9678711835388809] Predicted: -0.5451517217501203 Movie Vector: [-0.06770870722411002, 2.1313911055462627] User Vector: [0.9079934655495159, -0.1566990735447946] Predicted: -0.3954660753210121 Movie Vector: [1.4235782623291016, -0.36925315856933594] User Vector: [0.003685651854963612, -0.23012806205515482] Predicted: 0.09022232765254519 Movie Vector: [1.7288828182207518, -1.2465147686485007] User Vector: [0.00507203068267581, -0.06864098771735197] Predicted: 0.09433095162506626 Movie Vector: [-1.9445997107260367, -1.549469111300502] User Vector: [-0.7929678044515707, 0.3407728372849691] Predicted: 1.013987977808293 Movie Vector: [-2.309072073353166, 0.5994779527968689] User Vector: [0.27864890211537696, -1.1905372631102806] Predicted: -1.357121239362875 Movie Vector: [0.9351294856739751, -0.9295790637692627] User Vector: [-0.3444783664549387, 0.8903857170663978] Predicted: -1.1498157989129236 Movie Vector: [-2.2544372561152235, 0.3660487690060851] User Vector: [2.779965253685948, 0.6534724183941005] Predicted: -6.02805446428282 Movie Vector: [-1.1010265350341797, -0.26938438415527344] User Vector: [2.393404085909358, -0.09020237234273441] Predicted: -2.6109022971225366 Movie Vector: [-1.1679200892393522, -0.06662181385989144] User Vector: [0.831715279860064, -1.3168593521341498] Predicted: -0.8836454252383602 Movie Vector: [1.3157618666598727, -1.0101863955673476] User Vector: [-0.6513279226844144, 1.1274927631745213] Predicted: -1.995970293818481 Movie Vector: [1.222556886396673, -0.7481385959192927] User Vector: [-1.2861095162863063, 1.9991728191399016] Predicted: -3.0680003917074576 Movie Vector: [-1.4987616409928557, 1.3265864235219385] User Vector: [-0.9669529627689513, 0.2713061199389568] Predicted: 1.8091430245719318 Movie Vector: [-0.2895069122314453, -0.06012916564941406] User Vector: [-0.08021396233753308, -0.7690349413743925] Predicted: 0.06946392593427693 Movie Vector: [-0.7179902147389094, 0.1859877306924944] User Vector: [-0.8948161157337589, -1.01376753759987] Predicted: 0.45392089131960056 Movie Vector: [0.029758297178581, 0.7320466471186725] User Vector: [-0.9364367712406806, 0.5176462413204036] Predicted: 0.3510744316246536 Movie Vector: [1.5412915165516456, -0.7686060824946989] User Vector: [-1.4767542296747287, 0.27704724608008696] Predicted: -2.4890489647049803 Movie Vector: [1.4392293123624, -0.261974713702838] User Vector: [1.3780924184824688, -2.185091647667164] Predicted: 2.555829762636428 Movie Vector: [-1.0392194423850245, 0.47832135716472063] User Vector: [-0.1860059473782182, 0.7749811192850793] Predicted: 0.5639910176681635 Movie Vector: [0.8034930082298085, -0.43845620778726935] User Vector: [0.30349248899232095, -0.5145476663773649] Predicted: 0.4694607114812005 Movie Vector: [-0.2677480049071024, -0.7010539128691938] User Vector: [0.18987565185122113, 1.3024187291919942] Predicted: -0.9639045732577705 Movie Vector: [-1.0903379593868505, 1.300202791815004] User Vector: [0.5209166436006928, -1.71488612880271] Predicted: -2.797674922508335 Movie Vector: [-0.1389328707440896, 1.138243733494473] User Vector: [-0.3368351815737567, 1.3088937175794917] Predicted: 1.5366375505887897 Movie Vector: [-0.2636827237334232, -0.874202273425784] User Vector: [1.5789236563846436, -0.43891736469565384] Predicted: -0.032632332219643845 Movie Vector: [0.8125726309498509, 1.2094011012520254] User Vector: [0.21530543580520084, 1.2322525379196203] Predicted: 1.6652388808106284 Movie Vector: [-0.573569981755021, 0.7630195671324509] User Vector: [0.02338346679334971, 0.2565109477054985] Predicted: 0.18231081766095347 Movie Vector: [1.6575467711604839, -0.7931927401224972] User Vector: [2.1154052317516316, -0.15821939803669377] Predicted: 3.6318815894551695 Movie Vector: [0.16086940543367922, -0.3137191335743734] User Vector: [-0.9701194168255312, 0.05388567338680081] Predicted: -0.17296750055136967 Movie Vector: [1.0216808319091797, 1.4452838897705078] User Vector: [-0.1634729685391516, -0.09778573494768479] Predicted: -0.3083453458610013 Movie Vector: [0.3265971925357858, 0.03676260872193146] User Vector: [-1.2015294096592934, 0.4593247526351032] Predicted: -0.375530155786483 Movie Vector: [-0.25025958762815415, 1.1479764597755369] User Vector: [-1.5415481541656784, -1.348395042819642] Predicted: -1.162138562264531 Movie Vector: [-0.6891790746296484, 0.1756977883657685] User Vector: [0.06423816250951692, -0.2128620418361386] Predicted: -0.08167098737184908 Movie Vector: [0.07663312464867288, 0.2464308291393986] User Vector: [-0.10062866042287777, -0.35079421086825907] Predicted: -0.09415799691898147 Movie Vector: [-1.3773460607140975, -0.3632960582582778] User Vector: [0.2510666420536159, -1.0042216074901875] Predicted: 0.019024101209712374 Movie Vector: [0.9174143235762738, -0.1450900140538603] User Vector: [1.2084961826531142, -0.653040764276332] Predicted: 1.2034414016198125 Movie Vector: [-0.21376609802246094, -0.6610012054443359] User Vector: [1.7598168216815055, -0.3532074656974929] Predicted: -0.14271861460716265 Movie Vector: [-0.9667050555709273, 0.3932321893928199] User Vector: [0.45419511677089025, -0.7650534899230769] Predicted: -0.7399163744431165 Movie Vector: [-0.3555222341196712, 0.3575965554933698] User Vector: [-0.6582677119453839, -0.010924861995433681] Predicted: 0.23012211458085957 Movie Vector: [0.9191226959228516, 0.9620189666748047] User Vector: [-0.4460325965369816, 0.5644346268235213] Predicted: 0.1330381338537029 Movie Vector: [0.8146788379131766, -0.18580364534786475] User Vector: [-0.16532781637515365, -0.9733285402363114] Predicted: 0.04615891757778931 Movie Vector: [-0.050939017025472336, -0.05316148868433332] User Vector: [-0.9317924270125805, -0.05299971769281703] Predicted: 0.050282134196199584 Movie Vector: [-0.9257721853065506, -0.6959388433148597] User Vector: [0.8814747950567147, 1.0003553641113099] Predicted: -1.5122310023157388 Movie Vector: [0.49527458556686577, 0.5069520658522229] User Vector: [-2.3738002979200723, 0.3643011954412744] Predicted: -0.9909997151494779 Movie Vector: [0.23171125315476038, 0.5617623218710053] User Vector: [0.9095250468824807, 0.793033826502965] Predicted: 0.6562437120873353 Movie Vector: [-0.7903037412751432, 0.9225894836828216] User Vector: [1.6531678994303807, -0.4619917032706274] Predicted: -1.732733462861995 Movie Vector: [-1.6394839884651542, -0.9148418537445292] User Vector: [0.8122100714402292, -0.11780012306762642] Predicted: -1.2238369244378737 Movie Vector: [-2.119762557325677, 0.15285084795122034] User Vector: [0.23436149613126334, 0.809584300402437] Predicted: -0.37304507757337046 Movie Vector: [0.8917947248735573, -1.7918567068269184] User Vector: [0.004942970341214908, 1.1055353236829528] Predicted: -1.9765527694998652 Movie Vector: [1.7877823891099855, -0.8029335693336667] User Vector: [0.5064550160861037, -0.3257119326375896] Predicted: 1.1669564032824171 Movie Vector: [-0.5419376091760482, 0.9739104195787341] User Vector: [-0.6046317317200579, 0.5679456288619632] Predicted: 0.8808008408232045 Movie Vector: [0.6156333722758089, -0.8647941797718884] User Vector: [0.8618749966377757, -0.8444765728969169] Predicted: 1.2608974358552798 Movie Vector: [0.480332970205753, 0.18947701508082254] User Vector: [0.16637571093078374, -0.4936756184528702] Predicted: -0.013624443201151776 Movie Vector: [-1.72843946212883, 0.4598964142015731] User Vector: [1.1410999298095703, -1.209268569946289] Predicted: -2.528460428040262 Movie Vector: [0.25109291076660156, 0.6756114959716797] User Vector: [-0.193807198789859, 0.28456258382821614] Predicted: 0.14359013928608053 Movie Vector: [-0.9977626800537109, -1.5682697296142578] User Vector: [-0.6220601460612627, -0.5008870293299477] Predicted: 1.4061943645432542 Movie Vector: [0.03665915912879414, -1.9399271624385477] User Vector: [-0.6892490386962891, 0.5199718475341797] Predicted: -1.033974800923846 Movie Vector: [1.4049066062187912, 2.1198850964521285] User Vector: [0.753225415013189, -0.1168184319210686] Predicted: 0.8105697087035388
avg loss: 15.273051708572462: 5%|██ | 3224/70000 [00:05<01:57, 567.25it/s]
Movie Vector: [0.9333639284140122, 1.5244569143610347] User Vector: [-0.08639526434380745, 1.0544677345557076] Predicted: 1.5268524055897614 Movie Vector: [1.4830931678845154, -0.29064694820952847] User Vector: [-0.0862610236598662, -0.3369712554576866] Predicted: -0.029993467811562063 Movie Vector: [0.6970967489847351, 0.5631219234298108] User Vector: [0.18059059497834443, 1.2550809058700372] Predicted: 0.8326526904301876 Movie Vector: [1.230041381219148, -0.2853814996480922] User Vector: [1.2031137729290444, 1.4771114235345368] Predicted: 1.0583394538218078 Movie Vector: [-0.3846675545246081, 0.37045051244484134] User Vector: [3.608797513292241, -1.58417923103941] Predicted: -1.9750473221556375 Movie Vector: [0.01627022211538226, -0.3088091942585873] User Vector: [-0.39345754067141864, -1.6128585152562598] Predicted: 0.49166389696969104 Movie Vector: [-0.6747453192298221, 0.6418059960940566] User Vector: [-1.1349920313445736, -1.4743191643145765] Predicted: -0.18039631930057543 Movie Vector: [-0.8541938222697844, -0.1068740183520482] User Vector: [-0.14850723527899906, -1.1710415452096452] Predicted: 0.25200787853143286 Movie Vector: [0.027015693568085298, -0.8810460592027562] User Vector: [0.05238533020019531, -0.8394908905029297] Predicted: 0.7410453668423702 Movie Vector: [0.6379795074462891, 1.179819107055664] User Vector: [-0.3063562851293926, 0.38307821500389255] Predicted: 0.2565139656684454 Movie Vector: [0.22055163777395423, -0.22918491157439258] User Vector: [-0.42146225609859195, 0.8344421630491986] Predicted: -0.28419574419482563 Movie Vector: [-0.021243725251319005, 0.2122721015268472] User Vector: [0.9486551546885347, 1.6095404599811527] Predicted: 0.3215075664682368 Movie Vector: [-0.03645987451458732, 1.763973557388218] User Vector: [0.6322386927354132, -0.9148632580136273] Predicted: -1.6368459391624732 Movie Vector: [1.0472833570354063, -0.48324973003532795] User Vector: [-0.10552113308115253, 0.6650899537292987] Predicted: -0.43191506708030164 Movie Vector: [-2.037479823136111, -0.19654099043283427] User Vector: [0.2708524995085422, 0.08246641555952527] Predicted: -0.568064533786153 Movie Vector: [-0.29119372233779744, -0.7836594723458299] User Vector: [0.5720233917236328, -2.2748851776123047] Predicted: 1.6161656972347116 Movie Vector: [-0.2798844627741587, -1.360013336072491] User Vector: [-0.17409191171582694, -1.072997347680535] Predicted: 1.5080163235998494 Movie Vector: [2.3420073837287587, -0.2755162658826733] User Vector: [-0.2963108147039856, 0.8549256203176592] Predicted: -0.929508030432768 Movie Vector: [-0.8342706291071168, -0.8719653899368334] User Vector: [0.7665316688135966, -0.15825094717325677] Predicted: -0.5015055087118453 Movie Vector: [-1.3932063039997713, 0.10463662394204976] User Vector: [-1.9686153481836919, -0.06474949840327054] Predicted: 2.735912144325365 Movie Vector: [-0.008847193230793887, 0.7434081779036015] User Vector: [-0.35647214699131435, 0.2904757032920578] Predicted: 0.21909579127544396 Movie Vector: [0.03965597601648979, -0.7789957370907634] User Vector: [0.40492117547842954, -0.12921285119088666] Predicted: 0.11671380467838534 Movie Vector: [-1.0558479081903291, 0.5757557480801331] User Vector: [-0.9619045257568359, -1.6475582122802734] Predicted: 0.06703377038217018 Movie Vector: [0.8505940670797734, -0.015400466980768995] User Vector: [-2.0767143122845817, -0.6427745011568151] Predicted: -1.7565418455677713 Movie Vector: [-0.6893665969354937, 1.1487925335324316] User Vector: [0.27384584611485807, 1.6654305576220252] Predicted: 1.724454010691816 Movie Vector: [0.9941189070396041, -1.6560620211838033] User Vector: [-0.39017438149920247, 0.9636187238930016] Predicted: -1.9836921012316422 Movie Vector: [1.0262386255535079, -0.3506067316249801] User Vector: [-0.2871103213954434, 1.5107765766657444] Predicted: -0.8243321393714385 Movie Vector: [-0.640856392185257, 0.5311403635530183] User Vector: [-1.4039075389651292, -0.3818581416203457] Predicted: 0.6968828482169654 Movie Vector: [-0.011317298621939559, 0.3667186243619924] User Vector: [-1.5239465500955944, 0.6743052677583747] Predicted: 0.2645272583837025 Movie Vector: [0.21918074522896103, -0.2108324436256177] User Vector: [-0.9506510510453356, -0.8847410928651881] Predicted: -0.021832279236044555 Movie Vector: [-0.17874400801906284, -0.046729627771164246] User Vector: [0.2799482330366443, 1.3353430277811207] Predicted: -0.11243915184585562 Movie Vector: [-0.03425157047280264, 1.4740072711251613] User Vector: [0.4064578276730894, -0.09889369409819272] Predicted: -0.1596918430979306 Movie Vector: [2.4464916714401124, 1.5219115234520766] User Vector: [0.5975353463428983, -0.3348830124525595] Predicted: 0.952202932559088 Movie Vector: [0.3975618931728168, -1.298950974531287] User Vector: [0.561874365872503, 0.5689421941910073] Predicted: -0.5156481809748295 Movie Vector: [-0.38733786611238774, 0.16904516708755432] User Vector: [0.05815683874015318, 0.47830699735176346] Predicted: 0.05832914046902207 Movie Vector: [-0.7078754507216657, -1.2260927550037157] User Vector: [1.5821101871906826, 0.8496815393970598] Predicted: -2.1617253413640825 Movie Vector: [-0.13358097185827106, 0.1419683325672163] User Vector: [-0.5086953810520027, -1.0308765844863763] Predicted: -0.07839980640137786 Movie Vector: [1.0059438902790692, 0.29852466868774574] User Vector: [-0.44198320391030643, 0.9683948419806584] Predicted: -0.15552055421834282 Movie Vector: [0.021287365329759864, 0.4708990639472229] User Vector: [0.2921438324088357, -0.6812628160830905] Predicted: -0.31458704990625336 Movie Vector: [0.8747222561222675, 0.8162901647968306] User Vector: [1.0355854034423828, -0.7821750640869141] Predicted: 0.2673677885429311 Movie Vector: [0.03162757574295577, -1.303499922252735] User Vector: [0.9000268017071733, -0.04393694699143245] Predicted: 0.0857374728290386 Movie Vector: [0.0021142596538029634, -0.224896704293294] User Vector: [-0.19127966268833002, -1.3695732158081784] Predicted: 0.30760808765021264 Movie Vector: [1.756966987400311, 0.208191168885253] User Vector: [-0.26544557233422417, -0.36330423148023105] Predicted: -0.542015840155641 Movie Vector: [0.14900867914486954, 0.9578958094754391] User Vector: [0.6518366387149385, 0.8277274590586933] Predicted: 0.8900059809732198 Movie Vector: [-0.22533439716124642, -0.41012520999322166] User Vector: [0.9652090487091813, -1.3099026619104872] Predicted: 0.3197293051612551 Movie Vector: [-1.7371488821402952, -0.05512766197288474] User Vector: [-0.3023815155029297, 0.25940895080566406] Predicted: 0.5109811026830473 Movie Vector: [0.6642549334949751, -0.8921334375242732] User Vector: [0.4799746334307762, -0.30211142683103054] Predicted: 0.5883492239429655 Movie Vector: [-0.38103292447482673, 1.4435082758430047] User Vector: [-1.4104680955990305, -0.6923398212624011] Predicted: -0.46196347834340457 Movie Vector: [-1.4851050584084238, -0.9372324366727657] User Vector: [2.569702630355875, 0.3682312142286558] Predicted: -4.161396613117436 Movie Vector: [-0.03351163683220593, -1.3460959087671716] User Vector: [0.9377577293235935, -0.9510707708840943] Predicted: 1.248806677173433 Movie Vector: [1.4667741560105834, -0.3056495841140847] User Vector: [0.9445640126700405, 0.1440957168563673] Predicted: 1.3414192865522991 Movie Vector: [0.12799764012232911, 1.0478486641060458] User Vector: [0.130902972242715, -0.07259979708038801] Predicted: -0.05931832885298831 Movie Vector: [0.2625796055910836, -0.11019015571579552] User Vector: [0.6718663181981889, 0.1044171707918608] Predicted: 0.16491264853345597 Movie Vector: [-0.22595513300457024, 0.3919396728461945] User Vector: [-0.934738889422355, 0.9763148475059564] Predicted: 0.5938655720103393 Movie Vector: [0.34648572562109436, -0.5310169716793268] User Vector: [-2.027254104614258, -0.28944969177246094] Predicted: -0.5487119106770864 Movie Vector: [-0.0567565045813994, -0.7732460529266179] User Vector: [0.7476150271443996, 0.06199087594230861] Predicted: -0.09036621585309793 Movie Vector: [-0.4245388646244372, 0.3880157963751912] User Vector: [0.02570098307343744, -0.35682960317804974] Predicted: -0.14936658882110343 Movie Vector: [-0.07227498935749671, -1.1465117298543008] User Vector: [0.3546470647660152, 0.44828113193471847] Predicted: -0.5395916888671494 Movie Vector: [0.03234081736452035, -0.966382791849541] User Vector: [0.11253760067289739, -0.38366351597917553] Predicted: 0.3744053776927701 Movie Vector: [-0.07942594782423223, 0.6290937377543215] User Vector: [-0.5386829376220703, -0.36553382873535156] Predicted: -0.18716963969739564 Movie Vector: [0.5431079864501953, -1.6597843170166016] User Vector: [-0.10651982131217867, 0.9726706605326556] Predicted: -1.6722752736441726 Movie Vector: [1.690767326904416, 0.11758646763059744] User Vector: [0.0726532518434206, -0.19150061496585113] Predicted: 0.10032186354729201 Movie Vector: [-0.4926189392007617, -0.28323761811897874] User Vector: [-0.8623582280061511, 0.4985552300565847] Predicted: 0.2836043996294523 Movie Vector: [-0.3283144283461106, 0.27629860707244946] User Vector: [-0.2531607278027632, 0.8058904387249155] Predicted: 0.30578272530094885 Movie Vector: [1.966241645479458, -0.3638831374305091] User Vector: [-2.4624417207846596, -1.8349180768646123] Predicted: -4.174059714235446 Movie Vector: [0.06286029751082148, -1.000459538302572] User Vector: [0.4142796819587319, -2.069825551490483] Predicted: 2.0968184596716495 Movie Vector: [-0.5271093289764441, -0.1215676813795343] User Vector: [-0.4574697499027174, 0.5174464111382882] Predicted: 0.17823181245800016 Movie Vector: [1.7067863166363888, 0.07536335569865313] User Vector: [0.8296172163689244, 0.3167394354025572] Predicted: 1.439849859678484 Movie Vector: [0.541910030214636, -0.43939089640788254] User Vector: [-0.8634652677286985, 0.5902463926302128] Predicted: -0.727269380883456 Movie Vector: [0.5180797653447432, -0.48434866564432477] User Vector: [0.4293684262825844, -0.8342483695992922] Predicted: 0.6265141781662936 Movie Vector: [-1.1076031518934926, 0.7975038522354816] User Vector: [1.0983346895683292, 0.18403503207662386] Predicted: -1.0697503169724543 Movie Vector: [0.36951655013819795, 0.7014829455332834] User Vector: [0.9055977402621894, -0.27353778748441887] Predicted: 0.14275125991540463 Movie Vector: [-0.6810339608842995, -0.5566296470860365] User Vector: [-0.5989546403391751, 2.071972938746564] Predicted: -0.7454131145660984 Movie Vector: [-0.31858901553737456, -0.5514228230160783] User Vector: [2.4770972784552945, 1.3394116605629651] Predicted: -1.5277581423816655 Movie Vector: [-0.7524394989013672, -0.49078941345214844] User Vector: [0.6639359416603842, 1.3278920036286033] Predicted: -1.1512869648342272 Movie Vector: [0.9823098142388952, 1.38343487921563] User Vector: [-0.8545427476861027, -0.6337727764223285] Predicted: -1.7162090921387092 Movie Vector: [-0.7277095596236983, 1.273339209017793] User Vector: [0.5661148940339602, 1.1140602139978169] Predicted: 1.0066093314563036 Movie Vector: [0.292857856305273, -0.6582146194437422] User Vector: [0.3593108195499537, 0.4847610946646111] Predicted: -0.21384984308510863 Movie Vector: [0.1451684530422263, 2.222251347328178] User Vector: [0.7327176498687783, -1.322506486504572] Predicted: -2.8325743337368543 Movie Vector: [0.6025824179557903, -0.6485344693791923] User Vector: [-0.01782245683027276, -1.4689073997678523] Predicted: 0.9418975819449148 Movie Vector: [0.13929843159771904, -0.06831380120734801] User Vector: [-0.7503595610852081, -0.25176203068926273] Predicted: -0.08732508867745781 Movie Vector: [-0.9075507202033455, 0.6984571865465009] User Vector: [0.3366302378999164, 0.16247682368968713] Predicted: -0.19202590969498196 Movie Vector: [1.1744976043701172, -0.7031154632568359] User Vector: [-0.09376691233363502, 0.750363596420196] Predicted: -0.6377212616130887 Movie Vector: [0.7935649562128729, -0.054720337832529053] User Vector: [1.0732077634378059, -0.4630507323471319] Predicted: 0.8769983643074728 Movie Vector: [0.022352323277822606, -0.3060251465062994] User Vector: [0.6941876613507, -0.015368219158427898] Predicted: 0.0202197685414853 Movie Vector: [2.1964550018310547, -0.6920146942138672] User Vector: [0.7040288637984836, 0.6932768902163658] Predicted: 1.0666099241349944 Movie Vector: [-0.5756410432441856, 1.0668088513759333] User Vector: [1.3676003983915723, 0.9065364051123508] Predicted: 0.17985414099708608 Movie Vector: [-0.5224895477294922, -0.10024070739746094] User Vector: [-0.0072094259060589555, 0.6985457749606865] Predicted: -0.06625587295052074 Movie Vector: [-0.7509481741042999, -1.1358036076881959] User Vector: [0.2032550033479763, 1.7830664185222362] Predicted: -2.1778472445469528 Movie Vector: [-0.25557237072248856, -0.9253223588092795] User Vector: [-0.40813780834719104, 0.6637974199537038] Predicted: -0.5099178471423027 Movie Vector: [0.29394372349142284, -0.2964693035536403] User Vector: [0.5874925011330304, -0.9854602675654193] Predicted: 0.4648484525112358 Movie Vector: [0.26442527770996094, 0.4608440399169922] User Vector: [-1.1202404714177514, 0.05275221276614117] Predicted: -0.27190935491086726 Movie Vector: [0.7997639746050735, -0.05606436774180373] User Vector: [0.00799835152839165, 0.8259067882574471] Predicted: -0.03990714848868247 Movie Vector: [-0.3042837080194386, -1.6277299504148988] User Vector: [-0.42137838681719586, -0.5851815904292909] Predicted: 1.080736179193167 Movie Vector: [0.5267067585574383, 0.6540032976569923] User Vector: [-1.8983607665651872, 0.08071814247006566] Predicted: -0.9470895145739937 Movie Vector: [-0.45247093918418013, -0.10324812107187878] User Vector: [-0.007711470995404132, -0.5075677520032803] Predicted: 0.0558946332347981 Movie Vector: [0.059307148832837615, -1.3996587081065108] User Vector: [-0.2086162567138672, -0.6162738800048828] Predicted: 0.8502006673415424 Movie Vector: [-0.7533774347914625, 1.886941581894526] User Vector: [1.3920436218137393, 0.06169297357462922] Predicted: -0.9323232157711635 Movie Vector: [-0.2133367857763213, -0.18803319491136672] User Vector: [1.8198125579493798, 0.21005689884416912] Predicted: -0.42773063163114905 Movie Vector: [0.7240418645155182, 1.1918901074645363] User Vector: [0.7705593109130859, -0.1890850067138672] Predicted: 0.3325486512211799 Movie Vector: [0.34493332142013544, 0.6124515811121615] User Vector: [-0.5782818626284277, -0.6485698514030196] Predicted:
avg loss: 15.278751843846853: 5%|██▏ | 3350/70000 [00:05<01:51, 596.83it/s]
-0.596686314546905 Movie Vector: [-0.8289000389310036, 0.7364184610709819] User Vector: [0.4435136408957366, 0.9380122625292269] Predicted: 0.32314107263257585 Movie Vector: [-0.4155822880699393, 0.7330292810914022] User Vector: [3.5053692054210326, -1.484573560632547] Predicted: -2.545005244796557 Movie Vector: [-1.9953027966818369, 0.7532884329720879] User Vector: [0.8803830791746345, -0.8195266486925048] Predicted: -2.373970765000959 Movie Vector: [0.05555152893066406, -0.39679527282714844] User Vector: [-0.837054218582215, -0.20358354941888665] Predicted: 0.03428134839468207 Movie Vector: [-0.1277009934236815, -0.13551980061596156] User Vector: [-0.2626304868455086, 0.5509668320193585] Predicted: -0.04112874114775488 Movie Vector: [0.3538990020751953, 1.2214374542236328] User Vector: [0.41910767834312346, 0.3136441220652766] Predicted: 0.531418467115301 Movie Vector: [-0.9064554940979278, 0.831207800591236] User Vector: [0.6348098208082384, -0.5489038814959585] Predicted: -1.0316800378531967 Movie Vector: [0.07464798867202127, -0.33879240539624056] User Vector: [0.26091575622558594, 2.0238590240478516] Predicted: -0.6661912305249802 Movie Vector: [-0.04820945186278938, -0.9341006480364746] User Vector: [0.4706701627789354, 0.36611451292682207] Predicted: -0.3646785543362451 Movie Vector: [-0.9160919220223972, -0.7253476734378029] User Vector: [-0.5576598329301268, -0.21565807028468614] Predicted: 0.667294747722732 Movie Vector: [2.3920394965223704, -0.17022253954731226] User Vector: [-0.5663948072750178, 0.83173426145113] Predicted: -1.496418667839738 Movie Vector: [0.009168370224133082, 0.2207252288776427] User Vector: [0.4590318932153279, 0.14061277579174314] Predicted: 0.03524536146143601 Movie Vector: [-0.5740922981086579, -0.40451344476864964] User Vector: [-0.448504519482781, 0.5176461741842011] Predicted: 0.04808815321142543 Movie Vector: [1.091156781796694, -0.6960509664100337] User Vector: [1.7392049947982955, -0.41694274712074375] Predicted: 2.187958727079892 Movie Vector: [-1.0770017351622396, 0.20004048387437118] User Vector: [-0.853752184669564, -1.1049661571742013] Predicted: 0.6984546195417416 Movie Vector: [-1.2261015648179718, 0.49726798744957523] User Vector: [0.5421983652017386, -0.6878827072788756] Predicted: -1.0068523134655296 Movie Vector: [0.6009317980883773, -0.7845767535904474] User Vector: [-0.9540955506315691, -0.11696293822705581] Predicted: -0.4815799524245657 Movie Vector: [1.5942552567771604, 0.8610313175201937] User Vector: [-1.1147137205742461, 0.4020923703156114] Predicted: -1.43092408544945 Movie Vector: [0.3482955921180873, -0.09686872470733883] User Vector: [-0.7975156546257584, -0.32242104014156514] Predicted: -0.24653867217399542 Movie Vector: [-0.5825903773077915, -2.0145598240606626] User Vector: [-0.12384653957845637, 0.9452395920040033] Predicted: -1.8320899039414802 Movie Vector: [-0.0930660675420113, -1.1951689970857569] User Vector: [-0.49695235328243936, 0.25323433014697055] Predicted: -0.2564084191136933 Movie Vector: [0.4808559226784392, -0.5210158905409807] User Vector: [0.3063649580339966, 1.0598590682082427] Predicted: -0.4048860116986729 Movie Vector: [0.2425867294187825, -1.4410159970824417] User Vector: [0.19008898277036199, -0.27847806888635207] Predicted: 0.44740441673066494 Movie Vector: [0.24924439442071888, -1.085397345132436] User Vector: [0.6539237538168171, -0.39194348334113976] Predicted: 0.5884012462778281 Movie Vector: [-0.8074713351964888, -0.2916511436987805] User Vector: [-1.3646137304763872, 0.61712259852348] Predicted: 0.9219019593134936 Movie Vector: [-1.5709631339788523, -0.7473239621753246] User Vector: [-1.3161962521959198, 0.37677468290472443] Predicted: 1.7861230404052117 Movie Vector: [0.27736057448142853, 0.5366656205396941] User Vector: [-0.13418263243766138, -0.2791597888245543] Predicted: -0.18703243331759953 Movie Vector: [1.1712849678314354, -0.956254670867565] User Vector: [0.8062935702072405, 0.410363814364999] Predicted: 0.5519872242013202 Movie Vector: [1.1867562934454479, -1.4970347343890502] User Vector: [-0.4771700801870176, -0.6319840203335801] Predicted: 0.3798174343123931 Movie Vector: [1.1303490636110978, 0.5606803883691788] User Vector: [0.7024464372188985, 0.043552174785386505] Predicted: 0.8184285228203266 Movie Vector: [-0.9188559545277702, -0.1192660363821979] User Vector: [-0.1988842531952218, 0.5818268507674107] Predicted: 0.11335379795847261 Movie Vector: [-0.2290821075439453, 2.2210025787353516] User Vector: [-0.46135118572089023, -0.799011382372337] Predicted: -1.6689190387450188 Movie Vector: [-1.0849177270955443, -0.08317488061898812] User Vector: [3.382969733943229, -1.2686779386125764] Predicted: -3.5647216984946613 Movie Vector: [1.802363825116891, 0.1118538786482578] User Vector: [0.21795414440369817, -0.4440029670171415] Predicted: 0.3431692114153269 Movie Vector: [0.18967628479003906, -0.8207607269287109] User Vector: [-0.1928831489539951, -1.164307644050335] Predicted: 0.9190326292072103 Movie Vector: [1.7296123504638672, -0.03277778625488281] User Vector: [0.6674633864486678, -0.5097772623405096] Predicted: 1.1711622868266491 Movie Vector: [0.7668078155199498, 0.22969095337077863] User Vector: [0.15428421473964746, 0.11881001088275257] Predicted: 0.14559592634337193 Movie Vector: [1.5634719433492377, 0.10305685572085287] User Vector: [0.4703555873741747, -0.3981015061331389] Predicted: 0.6943606747772559 Movie Vector: [0.1072558672681174, -0.1771770309059932] User Vector: [-0.3789423686419051, 0.790257877023168] Predicted: -0.1806593366943606 Movie Vector: [-1.5235861021370745, 1.42792561802292] User Vector: [-0.41869330224174184, -1.2575169931374688] Predicted: -1.1577254332467488 Movie Vector: [-1.6282657186770155, 0.45641275480012206] User Vector: [0.4148434759826734, 0.3599483039759409] Predicted: -0.5111904135561081 Movie Vector: [0.22786432501331705, -0.12216880259685592] User Vector: [-0.7430264687264236, 0.15371241688589177] Predicted: -0.18808808667859317 Movie Vector: [-0.16577930666469415, -0.42842929211681924] User Vector: [-0.7037526731385886, -0.9903554734897373] Predicted: 0.5409649246675658 Movie Vector: [0.16077270184938824, 0.4042164459370142] User Vector: [1.7606051360229305, 0.31703285756547983] Predicted: 0.41120713953869015 Movie Vector: [0.08091926574707031, -0.30129432678222656] User Vector: [0.44007301330566406, 1.634206771850586] Predicted: -0.45676684403588297 Movie Vector: [0.4203694994320101, 0.3133964595409095] User Vector: [0.24800056627379904, -0.6811785437173253] Predicted: -0.10922707001287045 Movie Vector: [-1.2355899810791016, -0.17769813537597656] User Vector: [-0.5505988164148368, 0.4457091078287094] Predicted: 0.6011127037749322 Movie Vector: [1.5438214978493123, 1.3094091758035622] User Vector: [-0.9471499140381973, 0.009091745705832863] Predicted: -1.450325583727007 Movie Vector: [1.2080421763752645, 0.22646402291038603] User Vector: [-1.2360700560927822, 0.4343668925093599] Predicted: -1.3948562868178669 Movie Vector: [-0.24922342283205678, -0.28868226226153554] User Vector: [0.2968625179671089, 0.19434952125138194] Predicted: -0.13009035230260113 Movie Vector: [0.7560067451364114, -0.20201338026807947] User Vector: [-0.5649852752685547, -0.0026416778564453125] Predicted: -0.4265990247324196 Movie Vector: [0.15190959767600754, 1.0345869081928716] User Vector: [0.9966297777010181, -0.30349874118521136] Predicted: -0.16259819572074588 Movie Vector: [-2.682291859324035, 1.323573342702085] User Vector: [0.40176275298920316, 0.1594544801320495] Predicted: -0.8665952624453528 Movie Vector: [-0.7863577511481215, 0.4915644819548967] User Vector: [-0.18082520455221415, 0.5689600698837814] Predicted: 0.421873863208021 Movie Vector: [1.5324517730215572, 0.012572418379143094] User Vector: [-0.88573719167694, 2.3881831373413562] Predicted: -1.3273242922477915 Movie Vector: [-0.18650835162778764, 0.647314716305953] User Vector: [-1.1022936089217175, -0.9187188508168167] Predicted: -0.38911326827158416 Movie Vector: [-2.015467672404367, -1.5190140584747072] User Vector: [0.4566736002676487, -1.5367139323005787] Predicted: 1.4138791888385684 Movie Vector: [1.110068643817893, -0.6877062909539329] User Vector: [-0.8709048359338477, -0.6136300591302258] Predicted: -0.5447668981372409 Movie Vector: [-0.9426222910587587, 1.128609226972887] User Vector: [-1.0266860042842674, 0.052608733405568986] Predicted: 1.0271518154972807 Movie Vector: [0.05668057709716247, -0.019269688723478878] User Vector: [0.05862898230102159, 0.8244804971906899] Predicted: -0.012564357988002468 Movie Vector: [-0.02164852837027592, -1.67544475071343] User Vector: [-0.07515356936637496, 0.3875946673364546] Predicted: -0.6477664866148255 Movie Vector: [-0.06548402122515518, -0.627061047080641] User Vector: [0.10235393595124556, -0.16704882627419276] Predicted: 0.09804726460277788 Movie Vector: [-0.27795155768538776, -0.674498350855032] User Vector: [-0.42178621330249344, -0.21240455840300954] Predicted: 0.2605026593545705 Movie Vector: [-0.09381294250488281, -0.5316066741943359] User Vector: [0.40467037066301226, -0.02197095469360269] Predicted: -0.026283412062898227 Movie Vector: [1.1400214372421116, -0.705967805415309] User Vector: [0.2732310772906421, 1.9679655254944044] Predicted: -1.0778310177341817 Movie Vector: [-0.0345714248511525, -0.27858616496394417] User Vector: [0.46305775217664547, -0.3279526996491441] Predicted: 0.0753545186037088 Movie Vector: [-0.37440522812457816, 0.275408775870088] User Vector: [0.28526812528384404, 0.6570525974117463] Predicted: 0.07415217401186242 Movie Vector: [1.1359472789823664, -1.0290019584555272] User Vector: [-0.9914611494985371, 0.020582929893700398] Predicted: -1.147427470160963 Movie Vector: [-0.43822360459378856, 0.8241977219693137] User Vector: [0.5005889861025583, -0.29168654915165654] Predicted: -0.4597772992496986 Movie Vector: [0.9162848764331846, -0.48500579144304645] User Vector: [0.42331867328971856, 0.9331376507686474] Predicted: -0.06469666658922352 Movie Vector: [0.2581165764109243, 0.4966295119919065] User Vector: [-1.8050425999640933, -0.29000251663654036] Predicted: -0.6099352244922351 Movie Vector: [-1.0799704641338463, 1.135647126964605] User Vector: [-1.1823771947347452, -0.36777094446875086] Predicted: 0.8592744313119619 Movie Vector: [1.0823153017638494, -0.035324717031620045] User Vector: [-1.0217556777686918, -0.8988991681032489] Predicted: -1.0741084459599421 Movie Vector: [-0.9963573210128689, 0.5445303164039846] User Vector: [0.17272567703191366, -0.3113832874718145] Predicted: -0.34165413288759156 Movie Vector: [0.7818610218188429, 1.1777020552379862] User Vector: [-0.5006819452125827, 0.5074803450826166] Predicted: 0.20619694810652428 Movie Vector: [0.6660104831591873, 0.15844404625514] User Vector: [-0.7969582092617882, 0.536321212419666] Predicted: -0.4458056190198899 Movie Vector: [1.102308976046257, -1.8169758155834423] User Vector: [0.6447307636364666, -0.8782554365402631] Predicted: 2.306461395987972 Movie Vector: [-0.022442311169266385, -1.395984224326289] User Vector: [0.6971848868470691, -0.056403164843417904] Predicted: 0.06309148815035485 Movie Vector: [0.47738860372831776, 0.1567831460626468] User Vector: [-1.1527882877833295, 0.2035920085194404] Predicted: -0.5184081954903508 Movie Vector: [0.23812034593444037, -0.13899989313090488] User Vector: [-0.22245441042818814, -1.228129671537684] Predicted: 0.11773897192882925 Movie Vector: [-1.2349153625897515, -0.6344404222676411] User Vector: [0.9473302623476956, 0.051980163240254965] Predicted: -1.2028510111350372 Movie Vector: [-0.05211783842659766, -0.648875598006449] User Vector: [0.8118927440827057, 0.8486773605437056] Predicted: -0.5930001246931612 Movie Vector: [0.5570035490175128, 0.24719485661302423] User Vector: [-0.5197903421610169, -0.23243061120607922] Predicted: -0.3469807169382781 Movie Vector: [-0.7555168698838512, 0.8916207053367136] User Vector: [0.6421023642674019, 1.2986823278527058] Predicted: 0.6728128847720267 Movie Vector: [0.32429779899357447, 0.4570586217378074] User Vector: [-0.08931948456785763, 0.7086985965606442] Predicted: 0.29495069151892966 Movie Vector: [-0.11749620423580548, 1.6469761433924994] User Vector: [-0.9945804477548946, 1.0910249745586365] Predicted: 1.9137515323618308 Movie Vector: [-1.2419683342419445, -2.1267514493366613] User Vector: [0.363587008846764, 1.6355521142559133] Predicted: -3.929976381188831 Movie Vector: [0.1813030242919922, -0.21187782287597656] User Vector: [0.8876390555259843, -0.5139497990465562] Predicted: 0.2698262097360785 Movie Vector: [-0.7068461957604039, -0.6953447276062804] User Vector: [-1.1500534260258917, -0.009843322545925987] Predicted: 0.8197553915420582 Movie Vector: [0.06969825911386764, -1.4034385163978642] User Vector: [1.0182490835795444, -0.1562595201726927] Predicted: 0.2902708176339913 Movie Vector: [-0.2790028605006144, 0.6468338769401762] User Vector: [0.7128895522913088, -0.26312356304956674] Predicted: -0.3690954587119416 Movie Vector: [-0.6076047475909537, -0.4572741594728853] User Vector: [0.7423518219031664, 0.17099403710199412] Predicted: -0.5292476459618478 Movie Vector: [-0.13393297536912185, -0.7982630883771836] User Vector: [0.30893201569531664, -0.2877223244787231] Predicted: 0.1883019272845936 Movie Vector: [0.4821300506591797, -0.5789279937744141] User Vector: [1.1594986965759366, 0.08131185538980815] Predicted: 0.5119554560085122 Movie Vector: [-1.5253830562187254, 0.5456812187012814] User Vector: [1.174904609667617, 0.4043572832196295] Predicted: -1.5715294091622316 Movie Vector: [0.07888107209666437, 1.4776976570827496] User Vector: [-0.011369682405055731, 0.11738168540997172] Predicted: 0.1725577887772302 Movie Vector: [-0.6641432342512025, 0.7002791947626723] User Vector: [-0.41017460179162046, 0.6019661459612647] Predicted: 0.6939590546097296 Movie Vector: [0.0825862393182774, -1.4638419887148042] User Vector: [-0.36200523376464844, -0.42975425720214844] Predicted: 0.5991956756512902 Movie Vector: [0.9174743026049986, 0.8904273262202721] User Vector: [1.2568706480269238, -0.03560960268223573] Predicted: 1.1214387579590852 Movie Vector: [0.001284945092556708, -0.39912290479010404] User Vector: [0.6974379213965182, 0.7023871248305553] Predicted: -0.27944262011507925 Movie Vector: [0.7710952628106973, -0.7626417095926579] User Vector: [0.5720996856689453, -0.6511783599853516] Predicted: 0.9377591351837844 Movie Vector: [-0.8724727024035205, -0.0810335376864064] User Vector: [0.4100664542478953, -0.23028589566445495] Predicted: -0.3391109066977173 Movie Vector: [-0.6511974334716797, -0.1475811004638672] User Vector: [0.3742895358594799, 1.7798667878111114] Predicted: -0.5064110843512517 Movie Vector: [-1.3687992095947266, 1.2149524688720703] User Vector: [-0.11839243258688642, -0.7769644223811512] Predicted: -0.7819193750508145 Movie Vector: [0.05809359108314224, 0.1818015175729361] User Vector: [-0.7074490075550218, 0.21239670475371952] Predicted: -0.0024842101053591803 Movie Vector: [1.6546051114718796, 0.02592318821017678] User Vector: [-0.8985268082040372, -0.11693248693224029] Predicted: -1.4897383125155417 Movie Vector: [1.052273206450264, -1.6876823028199082] User Vector: [0.6426605996603862, 0.3049899419517113] Predicted: 0.16152840229390986 Movie Vector: [1.2562084197998047, -0.2345752716064453] User Vector: [-0.47909396892204426, 0.674635408296009] Predicted: -0.7600946617715394 Movie Vector: [-0.6866910501720827, -0.7260952732329268] User Vector: [-0.9398746366001625, 0.024380118660254593] Predicted: 0.6277012123170014 Movie Vector: [1.1718266172606358, 0.24882193741508457] User Vector: [-0.7149297984284843, -0.2638794687789784] Predicted: -0.9034327679369276 Movie Vector: [-1.8819245611262891, 1.7070586215711554] User Vector: [-0.29296549599999977, 0.8393888203316601] Predicted: 1.984224885082547 Movie Vector: [-0.4142355723368358, 0.2504679314721955] User Vector: [-1.4301971707180632, 1.129935015647912] Predicted: 0.8754510296342555 Movie Vector: [0.07743445169845306, 1.4926327040296177] User Vector: [-0.8782391798377696, 0.48942427179999054] Predicted: 0.6625247048837096 Movie Vector: [2.1201698900524004, -0.060739298942031256] User Vector: [1.3300706221182657, -0.4590361794934885] Predicted: 2.847857220389874 Movie Vector: [0.27930969530476824, 0.7252442404042492] User Vector: [-0.8271406405339663, -0.2743945780632616] Predicted: -0.43003148762026755 Movie Vector: [0.9635864148117639, 0.3123681259852496] User Vector: [1.8275514859017252, 1.919718804716182] Predicted: 2.3606627496317922 Movie Vector: [0.12391257033312791, 1.53191111155118] User Vector: [0.9099135499517754, -0.539980646590494] Predicted: -0.7144526257791032 Movie Vector: [0.37470599155671735, -0.27423165199810606] User Vector: [0.3922305033198414, 1.6760168568666751] Predicted: -0.3126457517699701 Movie Vector: [-0.9185251669393741, 0.7499224409470024] User Vector: [0.09785627437324013, -0.3685187745238749] Predicted: -0.36624394968048785 Movie Vector: [-0.08927146234363278, -1.6761803641760753] User Vector: [-1.5544590245371623, 1.2390406128206943] Predicted: -1.9380867153530497 Movie Vector: [1.315488730039943, 1.5946653909554307] User Vector: [-0.8735786798615796, 0.5792604432844913] Predicted: -0.22545632690579964 Movie Vector: [-0.3641050105621748, -0.38678825090311125] User Vector: [-0.9255622372259017, -0.4448326609330256] Predicted: 0.5090578950279487
avg loss: 15.330253575999503: 5%|██▎ | 3472/70000 [00:05<01:50, 600.38it/s]
Movie Vector: [-0.9746304429791048, -0.747985675534011] User Vector: [0.5772640325942584, 1.712474468124715] Predicted: -1.8435254716782576 Movie Vector: [-0.008753793603949192, -0.4251577000202654] User Vector: [-0.6977631785482422, 0.5587930253312878] Predicted: -0.23146708258776938 Movie Vector: [1.8382297892758692, 0.03878991124775254] User Vector: [1.1653804779052734, 0.10210990905761719] Predicted: 2.1461979446358836 Movie Vector: [0.40851830093002095, -0.8081647977515245] User Vector: [0.5335843991666501, 1.1709817619636258] Predicted: -0.7283672466777315 Movie Vector: [-0.06783485412597656, -1.1842632293701172] User Vector: [-0.12433052062988281, 1.1994647979736328] Predicted: -1.4120481124336948 Movie Vector: [-0.23777989832343727, -0.4008676650219378] User Vector: [-0.6826413647339521, 0.8107190041394621] Predicted: -0.1626726398804853 Movie Vector: [-0.20619567437604142, -0.5897308914705565] User Vector: [0.8396757447157126, 1.7997057112935941] Predicted: -1.2344795599446843 Movie Vector: [-0.03442460378687312, 0.8943433728976591] User Vector: [-0.5074323725271704, 0.08106578972572763] Predicted: 0.08996881018280048 Movie Vector: [-0.9625904186512736, 0.008677152292477869] User Vector: [1.0330207802004354, -0.4537012103077892] Predicted: -0.9983127397857247 Movie Vector: [-0.22679404188410213, -0.521200064980111] User Vector: [1.0399000591873744, -0.45904709814533423] Predicted: 0.0034122398036579016 Movie Vector: [-0.27867826273012464, 0.7239608255820665] User Vector: [-1.0291699613332157, 1.1937715750977218] Predicted: 1.1510511519425206 Movie Vector: [-0.37141509879981355, 1.5335686349514976] User Vector: [0.17678260803222656, -1.0497379302978516] Predicted: -1.6755048946520648 Movie Vector: [0.0845153270093075, -0.6697233908821552] User Vector: [1.904310631896204, 0.8667774119610979] Predicted: -0.4195576716966366 Movie Vector: [-0.3523534552669702, -0.20208596995145983] User Vector: [-0.6538235926432958, -0.29179907502468183] Predicted: 0.28934550111023094 Movie Vector: [-2.221873332109463, 0.6944167943784275] User Vector: [0.061211655248166595, 0.8236024661910987] Predicted: 0.4359188400044104 Movie Vector: [0.029230117797851562, 0.2870464324951172] User Vector: [0.04880276498989757, -0.4254453597784437] Predicted: -0.12069606217648833 Movie Vector: [0.24299404160497087, 0.19817917705502294] User Vector: [1.1343221718818741, -1.4316368492224647] Predicted: -0.008087083592848987 Movie Vector: [-0.36954299784798705, 1.6838879308993535] User Vector: [0.3974229466540119, -0.367636123467094] Predicted: -0.7659228983889683 Movie Vector: [-0.8487057447076886, 1.026989506774944] User Vector: [-1.2180820178806089, 0.3594171328760026] Predicted: 1.4029108301191966 Movie Vector: [-1.0825752861837963, 0.1178712871346344] User Vector: [-1.544382992252057, -0.4173550460561338] Predicted: 1.6227166833438873 Movie Vector: [0.44638220918382976, -0.5508973470193526] User Vector: [-1.0774377883573354, 1.3191635434525495] Predicted: -1.207672756597745 Movie Vector: [-2.4211102458168945, -0.585867685318581] User Vector: [-0.5512857926638816, -1.1847606797751726] Predicted: 2.028836678108161 Movie Vector: [0.0957697286961287, -0.9246205874886523] User Vector: [-1.3049047866013865, 0.3462168261616102] Predicted: -0.4450895825910991 Movie Vector: [0.9062909329386902, -1.0242342472117218] User Vector: [-0.6839806663177501, 0.4265266068504754] Predicted: -1.0567486342724073 Movie Vector: [1.987889223416597, 0.05190297732312773] User Vector: [-0.34485882032957615, -0.9698759581533083] Predicted: -0.7358805823956028 Movie Vector: [1.2931047166586602, -0.3138257459764716] User Vector: [-0.39823487762142573, 0.17104913882096048] Predicted: -0.5686390221793709 Movie Vector: [0.059766806958030064, -1.4909320617001258] User Vector: [0.3676699930792713, 0.4103080101739165] Predicted: -0.5897669060400444 Movie Vector: [0.5866353745515676, -1.0026767708204325] User Vector: [1.6158571877226953, -0.761172930686015] Predicted: 1.7111294027177242 Movie Vector: [-1.5940921449455494, 1.353334104262445] User Vector: [0.3446499114395594, -0.6091239283543579] Predicted: -1.3737519025462475 Movie Vector: [-0.370324671576356, 0.802438705379092] User Vector: [-0.710336149428493, 0.13618559620036463] Predicted: 0.3723355947522204 Movie Vector: [0.1220678853526855, -0.1137437232764051] User Vector: [-0.8329049751726398, -0.27518939347837423] Predicted: -0.07036988279864921 Movie Vector: [1.0984052100629649, 0.4539861205914102] User Vector: [0.34878569360202594, -0.7807322186856845] Predicted: 0.028666431866051778 Movie Vector: [-0.06704103406566601, -0.8605625713148998] User Vector: [-1.0897142513135227, -0.7930067803331203] Predicted: 0.7554875241977715 Movie Vector: [-0.38281342050166123, 0.7919109441248261] User Vector: [-1.6981695436950612, 0.5089617360677576] Predicted: 1.05313446054648 Movie Vector: [-0.7045237878827615, -0.1484498712574844] User Vector: [-0.021937072595461266, -0.2049959840304068] Predicted: 0.04588681691762871 Movie Vector: [-0.45431829727898687, 0.8185419573430336] User Vector: [0.7642868301795849, -0.8392427194151084] Predicted: -1.0341848695558764 Movie Vector: [-0.10498389062305902, -0.5042765018071724] User Vector: [-0.7062053680419922, 0.4962444305419922] Predicted: -0.17610421835907056 Movie Vector: [1.898876117912765, -0.1984361930835474] User Vector: [1.5269384636768848, -0.35251855050885283] Predicted: 2.969419421352751 Movie Vector: [-1.4426273426320557, -0.17540832091483333] User Vector: [-1.524321110504627, 0.686442287601132] Predicted: 2.0786196238921826 Movie Vector: [0.06641012463993909, -1.0724146966362706] User Vector: [-1.7979862115969367, 0.37356007696252125] Predicted: -0.5200158050242286 Movie Vector: [0.6239621092150647, 0.8882200799311333] User Vector: [-1.5783136003442912, 0.7911419169334627] Predicted: -0.2820997463781364 Movie Vector: [1.1395248863208427, 0.37001090936346914] User Vector: [1.3471688271434288, 0.00014871881338079235] Predicted: 1.5351874321889771 Movie Vector: [-1.4300629504363056, 0.9627269798825419] User Vector: [-0.5379760990460983, -0.5770043426481742] Predicted: 0.21384203928928935 Movie Vector: [-0.22490501403808594, 0.25856971740722656] User Vector: [-0.06853662659840294, 0.9376871806682539] Predicted: 0.2578717402890063 Movie Vector: [-0.6153280217102565, 0.4093421095097253] User Vector: [-0.8397472799647365, -0.592395152766788] Predicted: 0.27422775102037716 Movie Vector: [0.4980412378036229, -0.6117015456022272] User Vector: [1.2871968954788164, 0.49479350817747936] Predicted: 0.33841118141513804 Movie Vector: [0.3874030995947543, -0.4532381160979066] User Vector: [-0.5392223722250805, -0.9984328466182748] Predicted: 0.24363140408070447 Movie Vector: [0.49216845446493995, 0.3982375942271015] User Vector: [-0.13269463911721674, -0.13535674365939881] Predicted: -0.11921225940743699 Movie Vector: [0.2071213915822176, -0.7090682577087158] User Vector: [-0.04775028913206864, -1.3094509487800239] Predicted: 0.9185999964729892 Movie Vector: [0.46258167000495976, 0.7948273813891142] User Vector: [0.7911060277865447, 1.6607936679164177] Predicted: 1.6859954295821182 Movie Vector: [0.855299479646074, -0.72323955428989] User Vector: [-0.4358977359587659, -0.19519957237762406] Predicted: -0.23164705502046432 Movie Vector: [0.8713717992094931, -0.2022444306858605] User Vector: [-0.32149663866043915, 0.1398738530567004] Predicted: -0.30843181224864125 Movie Vector: [0.9187444151482925, 0.6335006515999485] User Vector: [1.4005093779392217, 2.0927203520156596] Predicted: 2.612449875962863 Movie Vector: [0.6046645031845809, 0.2119577836622396] User Vector: [1.1714360942113353, -0.4445163613744051] Predicted: 0.6141071211602609 Movie Vector: [0.6434633980542731, -0.20253959445611439] User Vector: [0.21866769533526362, 1.1438570880340113] Predicted: -0.09097169244103534 Movie Vector: [1.031577592089218, -0.01706825506509839] User Vector: [0.2715380704123016, 1.7565801875182847] Predicted: 0.25013083015361415 Movie Vector: [-1.1537364331548274, 0.5917291420953008] User Vector: [0.25491338984440715, 1.3287980872449436] Predicted: 0.49218568702083487 Movie Vector: [0.4508257961802784, 0.051031361996635605] User Vector: [-0.39015671733189916, -1.6755082190303259] Predicted: -0.26139617917991204 Movie Vector: [0.6524308966572702, 1.164866981502219] User Vector: [0.6659849726949825, 0.9186794083566729] Predicted: 1.504648482276337 Movie Vector: [-0.32003622871499937, -0.8204780103060662] User Vector: [0.1764414015427563, -0.019916937683844504] Predicted: -0.040126231336701956 Movie Vector: [0.3651417370252797, 2.1196887324868157] User Vector: [0.16452506557717408, 0.7848917499293757] Predicted: 1.7238011667762045 Movie Vector: [-1.9623220828341588, -1.6978498131252981] User Vector: [0.32032756332068557, 1.8712162913574109] Predicted: -3.805630081842832 Movie Vector: [-0.4569332769009225, 0.9307252833787928] User Vector: [0.5538900179461899, -2.3236856462906643] Predicted: -2.4158037625699755 Movie Vector: [-0.33684592753623305, 0.36191839198645376] User Vector: [-0.07960807120577357, 0.8766231199704655] Predicted: 0.3440816845425383 Movie Vector: [0.3273943734562573, -0.8874846185902481] User Vector: [1.5316695531507765, 0.635268959749224] Predicted: -0.06233143674943964 Movie Vector: [-0.18092600570676848, 0.560218891005986] User Vector: [1.7677055006338456, 0.16413018991389383] Predicted: -0.22787506252140172 Movie Vector: [0.2951295117430268, -0.15694606205520606] User Vector: [-0.35223607232885185, 1.4350695267910476] Predicted: -0.3291837710499785 Movie Vector: [0.8255047905506816, 1.2834154262007145] User Vector: [-0.029689173031244853, -0.7281837865321412] Predicted: -0.9590708593093789 Movie Vector: [-0.0015163421630859375, 0.3188610076904297] User Vector: [0.6342536035369195, -1.0326231438412448] Predicted: -0.33022500169081104 Movie Vector: [0.1901599289946921, -1.3112390557852438] User Vector: [0.5185870361136012, -0.7528829732365123] Predicted: 1.0858240329083617 Movie Vector: [0.8949771006392866, -0.11135300377900267] User Vector: [-0.2663844925150851, 1.9727423387483423] Predicted: -0.4580788058680614 Movie Vector: [-0.46719373416734744, 0.35574321268966697] User Vector: [-0.1921920574003414, -1.1672981117652579] Predicted: -0.3254674554717841 Movie Vector: [-1.055748404795344, -0.6246095025941439] User Vector: [0.21242751351071837, -0.8747601070412344] Predicted: 0.3221134668246432 Movie Vector: [-0.16611247116505423, 1.7003067326971175] User Vector: [0.38345150100930264, -0.14221121606462395] Predicted: -0.3054987645443291 Movie Vector: [-0.2467851360788156, 0.5906553999709527] User Vector: [0.778340793760297, -1.098489689122624] Predicted: -0.8409118053965192 Movie Vector: [-1.1326592616806146, 0.2312343417131653] User Vector: [-0.5638998416839925, -1.6385259664224467] Predicted: 0.259822905117984 Movie Vector: [-0.6495592930093781, 0.0035301228030907295] User Vector: [0.7923417323508595, -0.6974907835819624] Predicted: -0.5171351636077185 Movie Vector: [-0.9999433223402809, 0.6609363341214044] User Vector: [0.7098875816136642, 0.9970642607497716] Predicted: -0.05085134946345249 Movie Vector: [-1.0567999242202866, 0.5499441701751132] User Vector: [-0.31675007653519976, -0.394442217320318] Predicted: 0.11782025899291512 Movie Vector: [1.2963899417317857, -0.8925823855080453] User Vector: [0.8248880171732289, -0.09965116218591286] Predicted: 1.1583234005810017 Movie Vector: [0.5553699681053061, -0.2632371051950983] User Vector: [-1.4580795408114184, 0.962297030988511] Predicted: -1.0630858728506904 Movie Vector: [1.8968717596376785, 0.11286713042633911] User Vector: [1.0323963872474113, 0.8256563628971951] Predicted: 2.0515130161200337 Movie Vector: [0.4339170293426815, 0.05911858403962561] User Vector: [0.2707422789429953, -0.47857629309484273] Predicted: 0.0891869325937122 Movie Vector: [-0.4273666059512259, -0.05132819878181974] User Vector: [1.7652606964111328, -0.6634426116943359] Predicted: -0.7203601581909467 Movie Vector: [-0.4235125746000816, -0.09519849036381174] User Vector: [0.22321167454008323, 0.7938084362844022] Predicted: -0.17010231573759926 Movie Vector: [-0.8315820391604356, -0.10459515404896629] User Vector: [0.5726070520679675, 1.0878030935586387] Predicted: -0.5899486721420341 Movie Vector: [0.7059419575680447, -1.305950568545143] User Vector: [-0.7816260891311323, -0.4129777037988772] Predicted: -0.012454184374875221 Movie Vector: [1.1343610301097986, -1.6487255648681898] User Vector: [-0.8953881100676852, 0.7885167249796462] Predicted: -2.3157410616845273 Movie Vector: [-0.7579267060535474, 0.21568191869822756] User Vector: [1.2542281065438905, -1.4749528289566731] Predicted: -1.2687336335713426 Movie Vector: [0.21065862753252815, 0.18720265340743902] User Vector: [-0.015369772893626309, -0.5866872446871705] Predicted: -0.11306718418899572 Movie Vector: [0.16697870201229287, -0.23225334127083044] User Vector: [-1.3800739502051038, -1.288270827942831] Predicted: 0.0687622473652357 Movie Vector: [-0.06693102443310084, -0.5119690696534325] User Vector: [0.408693270606412, 1.5831038782882703] Predicted: -0.8378544790125881 Movie Vector: [-0.06932631561557343, 0.22005666814041885] User Vector: [0.6872933862684906, 0.8527666624427708] Predicted: 0.14000947222143578 Movie Vector: [-0.8866014309581836, -0.09172950373616284] User Vector: [1.235560872502022, -0.35844286710059725] Predicted: -1.0625702512793291 Movie Vector: [0.6273932332041757, 0.5113682465961127] User Vector: [-0.8192308540698046, 0.50227667099738] Predicted: -0.25713155372141017 Movie Vector: [-0.185079484463845, 0.8287577985004321] User Vector: [-0.11256574143607323, -0.22096221637230118] Predicted: -0.16229055059920555 Movie Vector: [-0.06847704450216058, -0.5902650184021511] User Vector: [-1.8754004411352816, 0.1452506680385868] Predicted: 0.042685491224271094 Movie Vector: [0.091155437609109, 0.3079706896500193] User Vector: [-1.0831608978382503, -0.7324517998963713] Predicted: -0.3243096915930045 Movie Vector: [0.5765896574224249, -0.289992985655636] User Vector: [0.15339210044337576, 0.8157145204567446] Predicted: -0.14810719058395455 Movie Vector: [1.1751436794234222, -0.12042408672453042] User Vector: [-0.34117698669433594, -1.1647510528564453] Predicted: -0.26066789767690524 Movie Vector: [0.044296666152619554, 1.9193915191836508] User Vector: [0.3188524951716867, -0.6587708396543501] Predicted: -1.2503150601875024 Movie Vector: [-1.4788021584656346, -0.042237590483789944] User Vector: [-0.0936989321628899, -0.9896649260358124] Predicted: 0.18036324499047757 Movie Vector: [-0.2691446184518121, -0.029085148441692465] User Vector: [0.09405361851653106, 1.31619447156341] Predicted: -0.0635957368532008 Movie Vector: [1.6019351307807916, 0.49140212081058987] User Vector: [-0.02987284640247427, -0.6819432272842055] Predicted: -0.3829627102684188 Movie Vector: [-0.2720939913398337, 0.1552854292331458] User Vector: [-0.7791272977204194, 1.1412264306993178] Predicted: 0.3892116923419223 Movie Vector: [-0.19405031686832713, -0.25256161354026224] User Vector: [0.8165110223271204, -0.4517495098696043] Predicted: -0.04434963748036955 Movie Vector: [0.5687912533041446, 0.9649424495472273] User Vector: [0.6708530421324909, -0.2908331919954647] Predicted: 0.10093804992369482 Movie Vector: [-0.2915728658454576, -1.4320535898126918] User Vector: [0.014140977826074957, -0.5604623950169593] Predicted: 0.7984890593084497 Movie Vector: [-0.702402763236136, 1.3231405749529481] User Vector: [0.2624726829884492, 1.0937221752165105] Predicted: 1.2627866499496736 Movie Vector: [0.7358203081591156, -1.3933411111003626] User Vector: [-1.253250513946403, -0.3017645684322527] Predicted: -0.5017062003024958 Movie Vector: [0.04045259212132333, 0.553199332724234] User Vector: [1.8772820005520499, -0.5050223291727862] Predicted: -0.20343709244418987 Movie Vector: [-0.5161762237548828, 0.15334129333496094] User Vector: [0.16085954925699691, -0.9257069105130288] Predicted: -0.22498096959756803 Movie Vector: [-1.0301498497985615, -0.7300223765623579] User Vector: [1.296113110550105, 1.0088537842247751] Predicted: -2.0716765633188357 Movie Vector: [0.586450153078414, 1.294514330868311] User Vector: [0.11579635092078122, 1.0820616384599693] Predicted: 1.4686530855926891 Movie Vector: [-0.1504918507686536, -1.7987397963040501] User Vector: [0.1300672522794657, 1.1458203166033702] Predicted: -2.0806066644081183 Movie Vector: [0.6233501434326172, 0.48171043395996094] User Vector: [-0.3503014205821722, 0.5199235111799878] Predicted: 0.03209213943195194 Movie Vector: [-0.42685508728027344, 0.31149864196777344] User Vector: [0.08594991682142641, -0.903453386634386] Predicted: -0.3181126622643392 Movie Vector: [-0.5049202214667717, 0.9704325753495295] User Vector: [-0.5094315091768581, -0.9990261340873658] Predicted: -0.7122652337081559 Movie Vector: [-1.91250661661423, 0.25988302614745534] User Vector: [-1.7139719549007106, 0.6633827384074342] Predicted: 3.4503846179901454 Movie Vector: [0.1357051874540946, -1.4061872460130536] User Vector: [-1.0330991363600548, 0.29692140054130783] Predicted: -0.557723998467925 Movie Vector: [0.005533565614701197, -0.30698983563105897] User Vector: [-0.08007106084109722, 1.1651624189330119] Predicted: -0.3581360979407353 Movie Vector: [-0.3986908594952093, 0.3407181465893215] User Vector: [0.3467700218387208, 1.0850355589354936] Predicted: 0.2314372665699578 Movie Vector: [-0.6582615245661778, 1.5070768651038833] User Vector: [0.10777473449707031, -0.8537960052490234] Predicted: -1.3576801680686736 Movie Vector: [0.26472267339413624, -0.42022184635162774] User Vector: [0.13274682170994773, -0.8316512588082005]
avg loss: 15.377081911702804: 5%|██▎ | 3540/70000 [00:05<01:46, 623.23it/s]
Predicted: 0.3846191210246695 Movie Vector: [0.12766360711876582, 0.2014461804465087] User Vector: [0.6855086831298989, -2.6464108817307954] Predicted: -0.44559485281714806 Movie Vector: [-0.10939697093851364, 0.3584322801171635] User Vector: [-0.6570939987686072, -1.2103644741110111] Predicted: -0.3619496051412602 Movie Vector: [-0.7726219896557092, -0.8351356016441004] User Vector: [-0.7443850773642113, 1.9531082455208373] Predicted: -1.055981950155942 Movie Vector: [0.6513858303308723, -0.8636108492313569] User Vector: [-2.086806529265815, -0.5214804603602259] Predicted: -0.9089600205764449 Movie Vector: [-1.2836830622962152, 0.6288651232434179] User Vector: [-0.10808845853711851, -1.2429615173019561] Predicted: -0.6429038243111146 Movie Vector: [-0.6949338157596122, -1.7278047993599086] User Vector: [1.7865692326278677, 0.3823120668521709] Predicted: -1.9021079979091935 Movie Vector: [-1.882861828823996, -1.1163687270924596] User Vector: [-0.43688263554308243, 0.12898551611879838] Predicted: 0.6785942416971886 Movie Vector: [0.4050959054366483, 1.4648039521845304] User Vector: [-0.7271823592018563, 0.7356283653764802] Predicted: 0.7829727407240801 Movie Vector: [-0.10453224182128906, 1.1571025848388672] User Vector: [-0.5319010325587441, 0.2506950960756032] Predicted: 0.3456807510359326 Movie Vector: [-0.12075492607479985, -1.5367739911503315] User Vector: [-0.5185339136173877, 0.23954886709067225] Predicted: -0.3055169441483284 Movie Vector: [0.9040026866216562, -0.3150316681186607] User Vector: [0.6731965924147816, 0.11894885548872512] Predicted: 0.571098871802088 Movie Vector: [0.22311562442799426, -0.30294470783057215] User Vector: [-0.67929501878801, -0.006774375086005757] Predicted: -0.14950907120654824 Movie Vector: [0.23482993685651937, -1.3760908279883262] User Vector: [-1.1229861936409684, 1.1648101734152836] Predicted: -1.8665953729277152 Movie Vector: [-0.17092217760716172, 0.6069418988794082] User Vector: [0.46006355402851135, -0.35208078181012603] Predicted: -0.29232764276302775 Movie Vector: [-0.06135585970858154, 0.5230921904467375] User Vector: [0.3978616288234566, -0.6373598979542625] Predicted: -0.357809127405324 Movie Vector: [0.11892073124533145, 0.615846050563347] User Vector: [-1.2793277216983698, -0.27119069664979273] Predicted: -0.3191503076480916 Movie Vector: [-0.5099036434533692, 0.4943333702954518] User Vector: [0.6409220033864386, -0.616977212180789] Predicted: -0.6318008893889993 Movie Vector: [-2.217565032255902, 0.7523849439097205] User Vector: [0.1149033883183927, -0.4543561161076143] Predicted: -0.5966564369552547 Movie Vector: [-0.026020942492433665, 0.2277649117957884] User Vector: [-0.17725909649592048, -1.174638886776911] Predicted: -0.2629290736824651 Movie Vector: [-1.2965380953156391, 0.4810388746037181] User Vector: [3.111292799175975, -1.2895059664453348] Predicted: -4.654212138706526 Movie Vector: [-1.6600098478729557, 0.8472961545064668] User Vector: [0.39412215557117597, 1.4716464447350257] Predicted: 0.5926737139040317 Movie Vector: [-0.20616339394937025, 0.7873708959643672] User Vector: [1.346899533350386, -0.8919270902856399] Predicted: -0.9799588113174338 Movie Vector: [-0.6944426477974844, -0.6401055694651647] User Vector: [-1.0920822007803024, 1.096296366126292] Predicted: 0.05664304538051623 Movie Vector: [1.389303235546651, -0.08984928178666277] User Vector: [-0.6969483791438134, -0.8198983467230437] Predicted: -0.8946053605623563 Movie Vector: [0.9319559676778022, -0.8132025420736001] User Vector: [0.5349670165829484, -0.8658303761828344] Predicted: 1.202661166531691 Movie Vector: [1.4182858898928878, 1.4916613748041436] User Vector: [0.44544295858921756, -0.16557450195919574] Predicted: 0.3847843736942639 Movie Vector: [-0.2986841157339359, -0.21985289468097846] User Vector: [-0.7264333446458344, 0.2722688262587714] Predicted: 0.15711501160080324 Movie Vector: [0.15468507514936655, -1.3300208194516572] User Vector: [0.051946759563523626, 0.34022845827396797] Predicted: -0.44447554446746707 Movie Vector: [0.5098247528076172, 0.9434604644775391] User Vector: [-0.5134894298798403, 0.2384267614353549] Predicted: -0.03684339857013849 Movie Vector: [-0.19951909742903473, 0.8934977239347935] User Vector: [0.5813253270054846, 1.029034652638368] Predicted: 0.80345461542564 Movie Vector: [0.8005109219439375, 0.25564478440769767] User Vector: [0.22314485739917383, 0.12605860243411665] Predicted: 0.2108561197656665 Movie Vector: [0.9124279022216797, -0.8689594268798828] User Vector: [0.7399955946762112, 0.1692200564238028] Predicted: 0.5281472648570906 Movie Vector: [-0.34369468688964844, -0.3181934356689453] User Vector: [-0.8537000248265019, 1.053873823699648] Predicted: -0.04192356999412977 Movie Vector: [-0.37179929979932, -0.8636121385166257] User Vector: [0.7593336478509951, 0.8462296286145836] Predicted: -1.013133897829034 Movie Vector: [0.157408838207033, -0.3035999789620328] User Vector: [0.9489959744261791, -1.1663673650658266] Predicted: 0.5034894612935626 Movie Vector: [0.12734650155831845, 0.47561967498930124] User Vector: [-1.901833165374582, 0.8664079112469265] Predicted: 0.16988884899738663 Movie Vector: [-1.5449983656672128, -1.639451033583243] User Vector: [0.543647234370223, 1.1977668213661494] Predicted: -2.803614141881944 Movie Vector: [0.15984784039196545, 0.6022594402385872] User Vector: [0.2889704156759412, -0.574969512496619] Predicted: -0.3000895198674994 Movie Vector: [-0.35051708683986704, 1.8632812497393423] User Vector: [1.8867541638768823, -0.37548812243921675] Predicted: -1.3609795511459368 Movie Vector: [-0.42089648284182685, 0.33744537101838523] User Vector: [-0.8160392650246686, -0.29090498208211085] Predicted: 0.2453035168999178 Movie Vector: [0.5805594746345983, 1.042501882658938] User Vector: [1.263565909805228, -0.4122213756101567] Predicted: 0.3038336006168658 Movie Vector: [0.20107484976819007, 0.26246136884063453] User Vector: [-0.7512031659380056, 0.2540364642919056] Predicted: -0.08437330558288471 Movie Vector: [0.17251014709472656, -1.7918872833251953] User Vector: [-0.03227926560304142, 0.6937360740269799] Predicted: -1.2486653498901819 Movie Vector: [1.5469079478611683, 2.097861975974894] User Vector: [0.44561071581188944, 1.7537000199629589] Predicted: 4.36833934708822 Movie Vector: [0.1144180366032542, 0.6705432924658855] User Vector: [2.6169049753563756, -1.8795628599769647] Predicted: -0.9609071392679863 Movie Vector: [1.4462037013310152, -0.35669095292679004] User Vector: [-0.6487216156631571, -0.5427931624812005] Predicted: -0.7445741913379287 Movie Vector: [0.8202154212603568, 1.153683521774071] User Vector: [-0.8233386188335445, 1.1664580572494296] Predicted: 0.6704084074027868 Movie Vector: [0.04712958647668983, -0.37095505649794824] User Vector: [-1.5030849991186959, 0.6347261367687538] Predicted: -0.30629464437355736 Movie Vector: [0.41211969545571114, -0.1719707571898632] User Vector: [0.18719521127655867, 0.5567717847319766] Predicted: -0.01860163194024668 Movie Vector: [-0.6015491485595703, 2.7211856842041016] User Vector: [-0.4810669933840102, -0.3562597997096314] Predicted: -0.6800636265570057 Movie Vector: [-0.777374956331011, -0.6886315737802008] User Vector: [0.05159223379688621, -0.3980521390210045] Predicted: 0.23400476044573587 Movie Vector: [-1.869192123413086, -1.7900371551513672] User Vector: [-0.620807134738127, 0.2718975366712254] Predicted: 0.6737011133755285 Movie Vector: [-0.45382568172948257, 0.4245161186122872] User Vector: [1.1421125423632632, 2.0220286264944254] Predicted: 0.3400637410925472 Movie Vector: [0.0071048736572265625, -0.7219791412353516] User Vector: [-0.5641623418403146, -0.1455458947441118] Predicted: 0.10107279793674422 Movie Vector: [0.013038641377991392, -0.30775168653512674] User Vector: [0.9362016473676078, -0.21498514028642496] Predicted: 0.0783688370406491 Movie Vector: [-0.6322775094726559, 1.3012303984834306] User Vector: [-1.4503745841648867, -0.6716093236816669] Predicted: 0.04312076199873083 Movie Vector: [1.9696896085582338, -0.21478463781307605] User Vector: [-0.3478808506667138, -0.996924877423284] Predicted: -0.47109314785041967 Movie Vector: [-0.5128232657112513, -1.221457040847248] User Vector: [-0.28974743946454795, -0.6248689307997046] Predicted: 0.9118397832696736 Movie Vector: [0.36860503417280055, 0.1996867480331341] User Vector: [1.6364863932625138, 0.8571959920585565] Predicted: 0.7743878029930614 Movie Vector: [0.23395294067568867, -0.20888450661738273] User Vector: [-0.02835067819943002, -1.3758644091143355] Predicted: 0.280764033735358 Movie Vector: [2.0298028929418335, -0.752284846179693] User Vector: [0.38001420014877557, 0.10237163155637835] Predicted: 0.6943412957224073 Movie Vector: [1.0716954509981345, 0.3661182098390288] User Vector: [1.3121770609406387, 0.13325500396407947] Predicted: 1.4550412706176057 Movie Vector: [-0.13948536942208037, 0.13372054900524577] User Vector: [-0.9817497091959692, -0.4059118168045689] Predicted: 0.08266096987639603 Movie Vector: [-0.7302391769750085, -0.09337117198671527] User Vector: [1.0480353844407067, -0.0964006698443792] Predicted: -0.7563154530509942 Movie Vector: [-0.008408725854733595, -0.16580736728486517] User Vector: [0.646308263345297, -0.9717199309428046] Predicted: 0.15568369448373787 Movie Vector: [1.2671579853414576, -0.23354240411853286] User Vector: [1.070198955915276, 1.3042577767222185] Predicted: 1.051511656126133 Movie Vector: [-1.3918123302238337, 0.03155552165669744] User Vector: [-0.05629117777711573, 0.05090922337658829] Predicted: 0.0799532224137971 Movie Vector: [-0.025546662992863234, 0.6677651263356436] User Vector: [-0.02778355058390014, 0.021764502733293445] Predicted: 0.015243352920842222 Movie Vector: [0.6738533431543811, 1.2871762924544714] User Vector: [0.5622692764113384, -0.20909262494127784] Predicted: 0.10974796191128783 Movie Vector: [0.7004758036674805, -0.4616529505078153] User Vector: [0.91514503038328, 0.1490558051772226] Predicted: 0.5722248983796461 Movie Vector: [0.18373644455213034, 0.313360659079802] User Vector: [1.3384584015473764, 0.142233373113773] Predicted: 0.2904939314233178 Movie Vector: [0.29078290243699034, -1.1102943571000605] User Vector: [0.6812939932393077, -1.9997617811561619] Predicted: 2.418432865929066 Movie Vector: [-0.5080165264718336, 0.5826110183804571] User Vector: [0.6328311681313932, -1.8724060154113584] Predicted: -1.4123730673377288 Movie Vector: [-1.2499523162841797, 0.6493473052978516] User Vector: [0.0008506424242433752, -0.43178047780530143] Predicted: -0.28143875221160386 Movie Vector: [0.9614403065224846, -0.8577514117499043] User Vector: [-0.7323669691857774, 0.16506194380600914] Predicted: -0.8457092386667044 Movie Vector: [0.8495443944627684, 0.3291508972037983] User Vector: [-0.34379891777647636, -0.29872563681052666] Predicted: -0.39039825479333257 Movie Vector: [0.2937468768301539, 0.9913939024854576] User Vector: [-0.27302808736954787, -0.33292182622695476] Predicted: -0.4102578164774411 Movie Vector: [1.180456300093461, -1.9234284870961509] User Vector: [0.32709476953951205, -0.4313282098613779] Predicted: 1.2157500475660967 Movie Vector: [-0.3590075786215821, 0.3740045844411854] User Vector: [-0.5227182612773625, -0.021976683511807288] Predicted: 0.17944043689824052 Movie Vector: [0.772294037966374, -0.7604102605915761] User Vector: [0.33211975355379064, -1.2602620940735456] Predicted: 1.2148103329286042 Movie Vector: [1.5595743118674084, 2.1477104244578484] User Vector: [-1.366817696293833, -1.9563804073529285] Predicted: -6.333392363222628 Movie Vector: [-0.29930154957358157, -0.9964323112964208] User Vector: [0.7518287755455795, 0.3894889658408792] Predicted: -0.6131229079920804 Movie Vector: [0.5608700922592267, -0.32519557422800227] User Vector: [0.40362731260544926, 0.8634418071464952] Predicted: -0.05440496622810642 Movie Vector:
avg loss: 15.330840464440396: 5%|██▍ | 3685/70000 [00:06<01:46, 623.33it/s]
[0.2425958881954931, -0.5148307791960248] User Vector: [0.8954896170359088, 0.3300889020706186] Predicted: 0.04730217235769135 Movie Vector: [-0.3069919100894709, -0.6271506328170382] User Vector: [-0.40225492123592715, -0.48515403802807455] Predicted: 0.4277536685761553 Movie Vector: [-0.6947300091837006, 1.2723111926788728] User Vector: [0.46838695196767055, 0.820788680364207] Predicted: 0.7188961534094771 Movie Vector: [0.0220429112054482, -0.1673218911790726] User Vector: [0.938502620773384, -0.26929512748305023] Predicted: 0.06574629995156155 Movie Vector: [-0.1652130548275219, 0.17479153865875208] User Vector: [-0.6335725186615089, 0.012366000503025679] Predicted: 0.10683592351781378 Movie Vector: [-0.013040108243592259, 1.468846391658084] User Vector: [-0.737017381581786, -1.0763226293279307] Predicted: -1.571341823915037 Movie Vector: [-0.43579687365296926, -0.6904316599455241] User Vector: [-0.11559300802654301, -0.2247301815072945] Predicted: 0.2055359037720503 Movie Vector: [0.127998763524712, 0.4247373572823366] User Vector: [-0.22235695474221676, 0.9445751900564845] Predicted: 0.372734954710928 Movie Vector: [-1.1828034152475901, 0.35830528117249255] User Vector: [-1.0715591908550803, 0.863450696885552] Predicted: 1.5768228153094956 Movie Vector: [-0.2859432849283341, -0.8653429570885113] User Vector: [-0.21473061168727686, -0.1361682043829494] Predicted: 0.1792329731227047 Movie Vector: [-0.2694765569278079, -0.3886889217452204] User Vector: [0.7371680571452646, -0.08033780297216712] Predicted: -0.16742309590403584 Movie Vector: [-0.6914850059901598, -0.10312674142144725] User Vector: [-0.14723169795428678, -0.06573333246778246] Predicted: 0.10858737592203642 Movie Vector: [-1.6733627575296839, 0.20201008031379872] User Vector: [-0.8202021924484699, -1.7090965041093027] Predicted: 1.0272410804283112 Movie Vector: [-0.460557984643224, -0.1340190923052575] User Vector: [0.6891293912816725, -0.12496432598562493] Predicted: -0.3006364380679671 Movie Vector: [-1.194757791035551, 2.226004824955294] User Vector: [-0.6699511749796649, 0.05085376600573807] Predicted: 0.9136301144162968 Movie Vector: [0.8030338361219442, -0.28102521333852404] User Vector: [-0.7541251525333749, 0.2310698792586634] Predicted: -0.6705244762696952 Movie Vector: [-0.0945194218892894, -0.8964340527997261] User Vector: [1.3445862064325877, -0.459452026553256] Predicted: 0.2847789313178617 Movie Vector: [-0.8371829207813914, 0.43080463012933956] User Vector: [0.2146434783935547, -0.5968761444091797] Predicted: -0.43683286079341654 Movie Vector: [0.4242420196533203, -1.7565250396728516] User Vector: [-1.829219774368588, 0.25547076615481606] Predicted: -1.2247726891232629 Movie Vector: [-0.28740882873535156, 1.6463184356689453] User Vector: [0.3437925730349306, 0.2637326710705694] Predicted: 0.33537893772781013 Movie Vector: [1.349496841430664, 0.5141735076904297] User Vector: [-0.7714598570090677, -0.1298161111089886] Predicted: -1.1078306455279279 Movie Vector: [0.39263485983575225, -1.0127746253783483] User Vector: [0.22841603329164856, 0.9107171427688571] Predicted: -0.8326671158776641 Movie Vector: [0.024404525756835938, -0.4156780242919922] User Vector: [-0.014822974040604765, 0.5124151060054801] Predicted: -0.2133614465334966 Movie Vector: [-0.32286288876415137, -0.888754971432207] User Vector: [0.713303986781227, 0.018761437884464452] Predicted: -0.2469737069302073 Movie Vector: [-0.811529869298205, -0.25810145613667357] User Vector: [0.3665166113260308, 0.5213430527445946] Predicted: -0.43199857874515324 Movie Vector: [1.1958980560302734, -0.0049877166748046875] User Vector: [1.2310130299650741, 0.6672488650216528] Predicted: 1.4688380411928559 Movie Vector: [1.801462173461914, 0.3796863555908203] User Vector: [0.11738126519078246, -0.4995328188904693] Predicted: 0.021792113611764724 Movie Vector: [0.07102903817578426, 2.1074481180747613] User Vector: [1.8986354255704607, 1.9427622564301719] Predicted: 4.229128909305183 Movie Vector: [1.3800057734271454, -0.5488298535043857] User Vector: [1.6019983831873115, -0.07658400677858945] Predicted: 2.252798607040514 Movie Vector: [-0.5327238950470663, 0.9936961030353049] User Vector: [0.33519676478720833, 0.31297067691043573] Predicted: 0.13243041586560453 Movie Vector: [-1.0103511810302734, -0.8665561676025391] User Vector: [-0.8871544994990617, -0.23388975943105983] Predicted: 1.099016209899257 Movie Vector: [1.1562743864823963, -0.004615291974431779] User Vector: [0.531330079156722, -0.929571510590171] Predicted: 0.6186536052290691 Movie Vector: [-0.28430907736682626, 1.6050422870395484] User Vector: [-0.28383773024071113, -0.8758632773884609] Predicted: -1.3250999546668991 Movie Vector: [-0.9235407078774813, -0.40496870719913697] User Vector: [-0.6528568155747145, -0.08724640727033495] Predicted: 0.638271910358547 Movie Vector: [-0.7648460098231187, 0.02218578394817243] User Vector: [0.29170709980087745, -0.7333746192269062] Predicted: -0.23938150217501675 Movie Vector: [-1.2789510027492594, -1.3042585661770878] User Vector: [-0.437789567888627, -0.5577474041811942] Predicted: 1.2873582365106815 Movie Vector: [1.145041348839771, 0.34959440738170905] User Vector: [-0.11750010019305107, -0.1620347091431628] Predicted: -0.19118890133203104 Movie Vector: [-0.060930226813076686, 1.1049319184143271] User Vector: [-1.0557216417049418, 0.23547046986323047] Predicted: 0.32450419707645806 Movie Vector: [0.9109666581581143, 0.7863032682481033] User Vector: [0.41935762658948783, -0.20753468930555016] Predicted: 0.2188356111915353 Movie Vector: [-0.32022241891437814, -0.9089412513209687] User Vector: [-0.027977492319069236, 0.5158984482781135] Predicted: -0.45996236086688375 Movie Vector: [1.4674497566000955, -0.35175658633459167] User Vector: [0.38306864449096684, -0.5112416328940137] Predicted: 0.7419666006983185 Movie Vector: [-0.8383966682480953, -0.4014838820621916] User Vector: [0.670590125128697, -0.16505753456925834] Predicted: -0.4959525869254927 Movie Vector: [-0.31831000636543166, 1.218229753820262] User Vector: [-0.5635552181368427, -0.20724025712174535] Predicted: -0.07308098234266097 Movie Vector: [-0.3398837533334637, 0.5247242523226047] User Vector: [0.5145464231600392, -0.42559658519028115] Predicted: -0.39820681952296677 Movie Vector: [-0.2975529026095122, 0.8304987029978643] User Vector: [1.7414252062446338, 0.24550443636631664] Predicted: -0.3142750088130116 Movie Vector: [-0.21489049286259837, 0.4213386248383108] User Vector: [0.4306811462891017, -0.38446571364311277] Predicted: -0.2545395388765628 Movie Vector: [-0.13243474441349348, 0.347731018736645] User Vector: [0.770651897130739, -0.12152652448852883] Predicted: -0.14431962919220326 Movie Vector: [-0.12267040637841975, -1.3319279223079326] User Vector: [-1.956331235998706, -0.39814463684568535] Predicted: 0.7702839066626775 Movie Vector: [-0.17627149195091257, 1.2833363170314733] User Vector: [0.6987584749854618, -0.13573920502577025] Predicted: -0.29737025035358383 Movie Vector: [1.395956931749975, 0.8592267041970013] User Vector: [1.1133585050821735, 0.8304737480824721] Predicted: 2.267765744179283 Movie Vector: [0.04596684126228076, 0.319598310893922] User Vector: [0.27896871401027207, -0.24246199429181906] Predicted: -0.06466713323758436 Movie Vector: [-0.07191917365251599, -0.37587544265752915] User Vector: [0.5762431453902487, 0.7348872500714764] Predicted: -0.3176690012633838 Movie Vector: [1.1038741564716066, 0.3693860413330138] User Vector: [0.09427779656879605, 1.1221339510662025] Predicted: 0.5185714411910998 Movie Vector: [0.501018813925256, 0.9332776391674603] User Vector: [0.21681785583496094, 0.06066322326660156] Predicted: 0.16524545476279173 Movie Vector: [-0.5315882699162853, 0.83650054704311] User Vector: [1.4160823822021484, -1.4436054229736328] Predicted: -1.9603495096456163 Movie Vector: [-0.1663304294048453, -0.6346299955839924] User Vector: [0.5288648670636305, 0.7073828202630572] Predicted: -0.5368926765355662 Movie Vector: [-1.4204208985785105, -0.9051259562562106] User Vector: [0.4756880861534344, 1.0756127699432663] Predicted: -1.6492423357334436 Movie Vector: [-1.2201841823580537, -0.38543159224305734] User Vector: [0.021332882742823946, -1.4202242965534244] Predicted: 0.5213692658759695 Movie Vector: [0.8798842547293624, -1.4246225292681367] User Vector: [-0.7310068816643804, -0.2612528417459294] Predicted: -0.27101476108872435 Movie Vector: [0.7661498055755714, 0.25668964039415126] User Vector: [0.7031651777132969, 0.22747850738149247] Predicted: 0.5971212404497082 Movie Vector: [-0.9024840554552782, 0.7978216021648643] User Vector: [0.21976752500987734, 1.4530382526620853] Predicted: 0.9609286195174164 Movie Vector: [0.24004025177794186, 0.2913113967697696] User Vector: [0.3211220100826817, -0.598221134912265] Predicted: -0.09718642623680299 Movie Vector: [0.06541528391638533, -0.8457167476196344] User Vector: [-0.0227158870564817, -0.6840123867456874] Predicted: 0.576994764848894 Movie Vector: [-0.28798389249626544, 0.2956307378406662] User Vector: [-0.9846287001918242, 0.693597498009269] Predicted: 0.48860594584570005 Movie Vector: [1.5428153357169783, 0.14411675799298712] User Vector: [-0.5013710030599616, -0.298368022094073] Predicted: -0.8165227044376906 Movie Vector: [0.6716797484110191, -0.8977071994529959] User Vector: [1.0745289797854085, -1.4238161528927382] Predicted: 1.9999093659518907 Movie Vector: [0.060894021984648945, -0.9818593141564315] User Vector: [0.33712526993055136, 1.106570819395681] Predicted: -1.065967952198632 Movie Vector: [-0.06355252548744902, -0.6360180665620219] User Vector: [0.8751544335057369, -0.49612575987897506] Predicted: 0.25992667212901227 Movie Vector: [1.4966106414794922, -0.1579570770263672] User Vector: [0.25585521260355015, 0.5705087135538252] Predicted: 0.29279974504943584 Movie Vector: [-0.2477133908727955, 0.2708253037368281] User Vector: [0.30713376101523854, -0.5649302427988451] Predicted: -0.22907854998871682 Movie Vector: [-1.3512474201699807, 1.1251012429142113] User Vector: [0.5116965927147866, -0.4916977920289826] Predicted: -1.2446384977656066 Movie Vector: [-0.569552795385006, 0.8070871252917577] User Vector: [-1.7360828747058323, -0.9257680354037287] Predicted: 0.2416153919277505 Movie Vector: [-0.5646125016475446, -0.07914764790390627] User Vector: [-0.005510936520475379, 1.4673094650576006] Predicted: -0.11302254925120161 Movie Vector: [0.019747247861926998, 1.78959392867484] User Vector: [-1.086893914110962, 0.728607122322702] Predicted: 1.2824477189763848 Movie Vector: [3.01066518244505, -0.607487799878184] User Vector: [-0.01931647375664282, -0.04361691880580519] Predicted: -0.03165868894393409 Movie Vector: [-0.21863932070843023, -0.8860136661340293] User Vector: [-0.05092922770361846, -0.4904463928125251] Predicted: 0.4456773382873597 Movie Vector: [0.11543602343750814, -0.30808587271014465] User Vector: [0.03798547808598038, -1.5289711659508147] Predicted: 0.47543930854922234 Movie Vector: [-0.5530886589066766, -1.308293332621739] User Vector: [0.1395933720285698, 1.6015620954061318] Predicted: -2.172520522127086 Movie Vector: [-0.04408044622725099, -0.6950582949649067] User Vector: [0.5333672878972419, -0.10912695012506012] Predicted: 0.05233852383511563 Movie Vector: [1.3128361909304807, -0.17787410568027875] User Vector: [-0.9861583669550051, -0.5632089635508125] Predicted: -1.1944841034247147 Movie Vector: [-0.3467734209565788, 2.017173691038648] User Vector: [1.0231933387427303, 0.07784589315691078] Predicted: -0.19778756674427422 Movie Vector: [0.9634502705341808, 0.7603298043178471] User Vector: [0.538695350073273, -0.22821812229394772] Predicted: 0.3454851404980563 Movie Vector: [0.10954660672950288, 0.26433879268421634] User Vector: [1.2795014250730141, -0.1430934268295036] Predicted: 0.10233989573315375 Movie Vector: [-0.11942460201586863, 1.9125680801375653] User Vector: [1.2445581999316802, 1.3247471369295198] Predicted: 2.3850382206326013 Movie Vector: [-0.9817981719970703, 1.649026870727539] User Vector: [-0.09517190459103997, 0.872478056328331] Predicted: 1.532179360958516 Movie Vector: [-1.4517226720902396, -1.1341375488598455] User Vector: [2.0391665353382744, 0.12601971139770723] Predicted: -3.1032279781108967 Movie Vector: [0.8517101552569072, -0.5202045916255121] User Vector: [-0.509093209701471, -0.2201727821040367] Predicted: -0.3190649644735938 Movie Vector: [0.06976877394714252, -0.9525721748143009] User Vector: [-0.17654669286141145, 0.053635686871828] Predicted: -0.06340930919651946 Movie Vector: [-0.8550071254848862, -0.2599699986954558] User Vector: [-0.9408461905651201, -0.062448497366132734] Predicted: 0.8206649326972956 Movie Vector: [-0.6960695945993759, -0.15072353968822205] User Vector: [-0.7049967850226705, 0.8158501506451457] Predicted: 0.3677590037841881 Movie Vector: [-0.11225591062691259, 0.4007913092933679] User Vector: [-0.035250214452219195, 0.784902709428868] Predicted: 0.31853922950303576 Movie Vector: [1.3276329440855987, -0.8963567178173009] User Vector: [0.09380251689788387, -0.24893539471184484] Predicted: 0.3476702250242402 Movie Vector: [-0.03398494859606246, -1.6118212830079057] User Vector: [-0.09440456084084523, -0.20219310559176085] Predicted: 0.3291074850176749 Movie Vector: [-0.39818763732910156, 0.04651069641113281] User Vector: [0.35100719230401334, 0.8827377675368915] Predicted: -0.09870997627250719 Movie Vector: [-1.5637832318657852, 1.0566007260513448] User Vector: [-0.8516084846926723, -0.8035194417277106] Predicted: 0.4827318429511609 Movie Vector: [-0.04815101623535156, 1.1179065704345703] User Vector: [0.10334505694849201, 0.568712474542526] Predicted: 0.630791242464223 Movie Vector: [-1.3540897695825211, -1.218840078818199] User Vector: [-0.034426466595373933, 1.783963857963902] Predicted: -2.1277501230298705 Movie Vector: [-0.3161826945175883, -0.16030409151419667] User Vector: [-0.217264154402285, 0.7632977739246982] Predicted: -0.05366459044280761 Movie Vector: [0.026665363880447893, -0.36176129159810083] User Vector: [0.3275795901061311, -0.47083255148213327] Predicted: 0.17906402092059379 Movie Vector: [0.17825333135887256, -0.3456908456925462] User Vector: [-0.5753952817461297, 0.1644224996915587] Predicted: -0.15940547878868205 Movie Vector: [0.9973437053503534, 1.4307259856207482] User Vector: [-0.7173592745230437, -0.46164770929214605] Predicted: -1.3759451308068202 Movie Vector: [-0.3117819481620898, -0.2193930809898502] User Vector: [-0.45630393506573774, -1.0954423860029516] Predicted: 0.3825998099408837 Movie Vector: [0.33396438133318773, 0.23924096334208808] User Vector: [0.7769680183599075, 0.8183517303803673] Predicted: 0.45526289989610313 Movie Vector: [0.32821058440815554, 0.6043850909919845] User Vector: [-1.5447369960147768, 0.6121490540595866] Predicted: -0.13702527048044805 Movie Vector: [-0.017152822515763298, 1.647802396818901] User Vector: [-0.232255927321864, 0.7556969704027756] Predicted: 1.2492231237980618 Movie Vector: [0.5985921510222576, -1.0239308879919402] User Vector: [1.4068592456206366, -2.190327909351753] Predicted: 3.0848793032376776 Movie Vector: [-0.15496253967285156, -0.7544612884521484] User Vector: [-0.9369582475377152, 0.9776385332400205] Predicted: -0.5923969978228657 Movie Vector: [-0.07169499060138895, -0.3494924990141514] User Vector: [0.4602550817820706, 0.17006060236882964] Predicted: -0.09243288866834123 Movie Vector: [-0.23837646181963745, 0.12085258232051446] User Vector: [-0.25355929691202894, -1.0381628386869597] Predicted: -0.0650220918651504 Movie Vector: [0.07431500507729812, -0.2901819152637742] User Vector: [0.8011207683550612, 0.7145645039287769] Predicted: -0.14781840236172583 Movie Vector: [-0.5204194730226744, -0.2671652933180369] User Vector: [-0.11049984026885407, 1.450438930024242] Predicted: -0.33000067353801943 Movie Vector: [0.036721763751070766, 0.379141647211842] User Vector: [0.6623723093571348, -0.18116712580660765] Predicted: -0.044364523039488374 Movie Vector: [-0.05322885474039703, -0.4853603470518214] User Vector: [0.5982136588369774, -0.5628131946956237] Predicted: 0.24132497955285737 Movie Vector: [-0.7074399946736234, -0.17570103150812696] User Vector: [-0.3029604821506673, 0.32587516943570927] Predicted: 0.15706975846624666 Movie Vector: [0.22316278149943497, -0.04398844255631407] User Vector: [0.3253315106217248, -0.3780326174004045] Predicted: 0.08923095089468783 Movie Vector: [0.9809513583551516, -1.2682298182690803] User Vector: [-0.27486951504939794, -0.6349998563922141] Predicted: 0.5356921283150611 Movie Vector: [0.7228364400659573, 0.7420093943023066] User Vector: [0.3437754221827441, -0.570729091092151] Predicted: -0.17499294483924666 Movie Vector: [1.211232103573427, -0.27865996631172885] User Vector: [-0.38209026372872834, 0.9057227902408569] Predicted: -0.7151886761073554 Movie Vector: [1.0517937449024202, 2.022494700872678] User Vector: [-1.0657993373864607, 0.41822323815239576] Predicted: -0.275146793439191 Movie Vector: [0.28041611960915025, -0.11051636424199382] User Vector: [0.08520466390769157, -0.9500286089382941] Predicted: 0.1288864690113359 Movie Vector: [-0.18730140875512633, 0.5509333670751249] User Vector: [-0.707803826329151, 0.606073772747348] Predicted: 0.4664789181093392 Movie Vector: [0.6665903451432829, -1.375725706022423] User Vector: [1.6119583857583653, 0.2950253142281642] Predicted: 0.6686419880082495 Movie Vector: [0.4071623248906151, 0.33710335931218727] User Vector: [2.4971547888301284, -0.16962409370203735] Predicted: 0.959566497624566 Movie Vector: [2.030820846557617, -0.5984592437744141] User Vector: [0.2221226701353876, -1.713489856408649] Predicted: 1.4765451926854356 Movie Vector: [-0.7161273487355014, -0.12751191364792022] User Vector: [0.6550987687503992, -0.9712007384827065] Predicted: -0.34529447972491156 Movie Vector: [0.8139197807286482, -0.918363363891269] User Vector: [-0.3635908717380336, 0.764898587031216] Predicted: -0.9983886420216246 Movie Vector: [1.3112390120315665, -0.7488116760107038] User Vector: [0.4079334116475735, 0.09202422304648546] Predicted: 0.4659893909704089 Movie Vector: [0.37514643220309196, -1.0790527002323995] User Vector: [-0.7730784891109084, 2.5809782317920797] Predicted: -3.075029167259202 Movie Vector: [0.9957048012069561, 0.43215268134235313] User Vector: [0.09704875143848705, 0.5178908676842684] Predicted: 0.32043983487091643 Movie Vector: [-0.2005702289101477, -0.6043617313224428] User Vector: [-0.4626138751125949, 1.9527253783872334] Predicted: -1.0873659196510368 Movie Vector: [0.5467727054019241, -0.21390942969980575] User Vector: [-0.8508396148681641, 1.0122966766357422] Predicted: -0.6817556828707575 Movie Vector: [-0.23554374765446962, 1.1438781009805903] User Vector: [-0.22413209868843184, 0.3645385192646982] Predicted: 0.46978054364551397 Movie Vector: [0.18840513424551936, -0.5552792037030831] User Vector: [-0.1151312065581174, -0.5457428051309484] Predicted: 0.2813483198323692 Movie Vector: [0.13503074645996094, 0.6522846221923828] User Vector: [-0.5869704267780125, -0.5773147576261017] Predicted: -0.4558325934419857 Movie Vector: [-0.4065941526044665, -0.447007395649648] User Vector: [0.2869676417060484, 0.7485333465964736] Predicted: -0.4512793069233779 Movie Vector: [-0.8222706726428046, 0.4382768656208512] User Vector: [-1.1373023198538859, -0.5213227727866956] Predicted: 0.7066866327107527 Movie Vector: [-1.3549649972036686, -0.4528163043249904] User Vector: [-0.9735842542842078, -0.30801867468315103] Predicted: 1.4586484643168434 Movie Vector: [-0.15626870124229816, 0.4952133395173049] User Vector: [-1.5041215518877853, -0.33754229451205836] Predicted: 0.06789167453040412 Movie Vector: [0.8486011992137932, 0.28281185970561856] User Vector: [-1.5433959521259553, 0.2686933560522481] Predicted: -1.2337379881201196 Movie Vector: [0.4320297777148776, -0.8557032213553164] User Vector: [-0.8634535678719066, 0.8073140162356571] Predicted: -1.0638588573329677 Movie Vector: [-2.193797319276525, 0.6584015904497981] User Vector: [0.2961337755044361, 0.7360438826571258] Predicted: -0.16504501986657205 Movie Vector: [-0.5231131256798704, -0.4378122775112674] User Vector: [-0.2670493600060774, 0.5842587594360215] Predicted: -0.11609863270100415 Movie Vector: [1.1074011606719683, -1.2567256178308168] User Vector: [0.6806905453853301, 1.4275657369416686] Predicted: -1.040260932733974 Movie Vector: [-0.17124271319378553, 2.007442197467701] User Vector: [0.6118453691091531, -0.4792215795710481] Predicted: -1.0667836818293521 Movie Vector: [0.7372487344894807, 0.925955407582986] User Vector: [0.235972752760234, 0.693313784977936] Predicted: 0.8159482616986291 Movie Vector: [-0.8237944047334556, 0.24469363195519278] User Vector: [-0.7925679888566731, -0.1485091677991055] Predicted: 0.6165738269435688 Movie Vector: [-0.05274506555245552, 0.6861355120490669] User Vector: [0.480798087929353, 0.6081738854919605] Predicted: 0.3919299736715679 Movie Vector: [0.715776609736721, -0.7118962090376795] User Vector: [-0.3818835495724905, -0.2978694596530506] Predicted: -0.061291173312113506 Movie Vector: [0.029737678254780617, -1.4870099656253506] User Vector: [-0.08261644850178351, -0.2211732801007236] Predicted: 0.32643005027572436 Movie Vector: [-1.014384906968301, -1.5816540589477068] User Vector: [0.5023916875695148, 0.6063750019969703] Predicted: -1.4686940284097818 Movie Vector: [1.8840416243324374, -0.4602267367737227] User Vector: [0.3970731436345841, 0.951391008369805] Predicted: 0.3102467513341922 Movie Vector: [0.19515037536621094, 0.2994823455810547] User Vector: [-0.013490456060262236, 0.4897185600073598] Predicted: 0.14402939546155905
avg loss: 15.29542579354422: 5%|██▌ | 3829/70000 [00:06<01:48, 607.76it/s]
Movie Vector: [-0.29133898252804424, -0.5726188555436185] User Vector: [-0.5248783732205718, -0.20428322729444146] Predicted: 0.26989395902515645 Movie Vector: [0.801742624031981, -0.8217585133775165] User Vector: [-0.1377266998188059, -0.218884187827231] Predicted: 0.06944857907875604 Movie Vector: [-0.2880334070803338, 0.47206978100598374] User Vector: [-0.5891183629752991, 1.300252264084657] Predicted: 0.7834955708203427 Movie Vector: [1.3967625967479251, 1.310820802529993] User Vector: [0.8549620894653991, 0.278336308828453] Predicted: 1.5590280919144714 Movie Vector: [-0.35838770591312535, 0.08379833492990481] User Vector: [-0.6792805643664985, -0.6047873531973318] Predicted: 0.19276562995008187 Movie Vector: [-0.036094897486705926, 0.1610080597423029] User Vector: [-0.7460148961658143, 0.7184688342931917] Predicted: 0.14260660419552157 Movie Vector: [1.0823199127031633, -0.309525206043474] User Vector: [0.09308440489990659, -0.4251903417182819] Predicted: 0.23235423311333914 Movie Vector: [2.1292761189211085, -0.0638820557550701] User Vector: [1.7105000436203934, -0.11973523958291706] Predicted: 3.6497758275453007 Movie Vector: [0.05066946105128092, -0.7144441265308097] User Vector: [-0.5506990908771181, -0.11034989096850213] Predicted: 0.050935205329587646 Movie Vector: [2.156233749722839, -0.06576909363891675] User Vector: [2.2174526431800023, -0.20705256962593782] Predicted: 4.794963887476744 Movie Vector: [0.06672007896439201, -1.0558131346043953] User Vector: [-0.6331348419189453, 1.8668079376220703] Predicted: -2.0132431469730645 Movie Vector: [0.38199386632890714, 2.200084368329646] User Vector: [-0.26210574752716465, -1.1140625503315569] Predicted: -2.5511543902108476 Movie Vector: [-0.029278384170677255, 0.6706884048248042] User Vector: [0.08468551568072613, 0.07133302267334868] Predicted: 0.04536277612632761 Movie Vector: [-1.0578976213212234, -0.17840025300319184] User Vector: [1.3330373557754822, -0.568982774761323] Predicted: -1.3087103768353379 Movie Vector: [2.2762773894023267, -0.08586994389763558] User Vector: [-0.10077241508788526, -0.4786157408259342] Predicted: -0.18828726312677083 Movie Vector: [-0.22121997087858425, -1.4903618143708623] User Vector: [0.42891409540560615, -1.3555670000976083] Predicted: 1.9254009300716959 Movie Vector: [1.1778645960533445, -0.43339986528638874] User Vector: [0.31440266973773756, -0.3274231857300304] Predicted: 0.5122289381757688 Movie Vector: [1.8295583247017815, -0.8298005570959796] User Vector: [1.0262505316305217, 0.3254218031575725] Predicted: 1.607550009822918 Movie Vector: [0.1892467234994162, -0.40882212660538764] User Vector: [-0.26389413204477896, -0.28495052706524193] Predicted: 0.06655298061194156 Movie Vector: [-0.2677476604286561, 0.2994630539249519] User Vector: [1.3601289088396848, -0.2388246562611635] Predicted: -0.4356904941397514 Movie Vector: [-0.4199804089178625, -0.8623529551503009] User Vector: [-0.1576577021346146, -0.035520894645290485] Predicted: 0.09684469467849476 Movie Vector: [-0.9467578588980854, -0.5979101035453147] User Vector: [-1.8276746468067808, -1.952391447926454] Predicted: 2.897719908163795 Movie Vector: [0.6784722687474476, -0.2428585691988817] User Vector: [0.49141883850097656, 0.7121372222900391] Predicted: 0.16046542738436828 Movie Vector: [-0.5658804910688954, 0.2584597392667091] User Vector: [-1.073304343136711, 0.5989105565344864] Predicted: 0.7621562550465633 Movie Vector: [-0.8625395030270684, 1.0619232371131877] User Vector: [0.3143988876234086, 0.35176520007941964] Predicted: 0.10236617968914746 Movie Vector: [0.6121252113096342, -0.1010206251854161] User Vector: [0.2795578793062041, 0.39466001962872466] Predicted: 0.13125562402500104 Movie Vector: [1.435140792900603, -0.06427605528681052] User Vector: [0.8483059698954545, -0.3780649161983462] Predicted: 1.2417390237136459 Movie Vector: [-0.15177270295934847, 0.449302867670691] User Vector: [0.277487015873449, -0.39881461325292605] Predicted: -0.22130350383875425 Movie Vector: [-0.3316993693379, 0.6745775372420248] User Vector: [0.8908129656852605, -0.6745814403068562] Predicted: -0.7505395855872024 Movie Vector: [0.2423744558788258, -0.30111996437165184] User Vector: [-1.0918641614916877, 1.3824419350077166] Predicted: -0.6809208482505393 Movie Vector: [-1.3776246896717457, -0.5735745883430935] User Vector: [-0.9345457476655773, 1.8188571132170552] Predicted: 0.24420307564346078 Movie Vector: [1.9400447130461216, -0.7947655645564311] User Vector: [0.3776344792379702, -1.009323862159003] Predicted: 1.534803624038627 Movie Vector: [0.5286769570295095, 0.9410160798222286] User Vector: [0.6646708010381737, 0.11243450392465229] Predicted: 0.45719881263916146 Movie Vector: [-1.2765352492945758, 1.0533090715764502] User Vector: [0.670708017660155, -0.09510333545851003] Predicted: -0.9563556325033036 Movie Vector: [-0.6739654245512885, 0.31877181018943684] User Vector: [0.15418118541729192, -0.25430538894534277] Predicted: -0.18497817726262178 Movie Vector: [0.4202446727310265, -0.622943757331032] User Vector: [-0.014744560611465451, -0.7023330690702756] Predicted: 0.43131767789574466 Movie Vector: [0.3094058097396333, 0.5752179677676909] User Vector: [-0.4534629268565158, -0.8356450839750494] Predicted: -0.6209821310501337 Movie Vector: [-0.46293113100198263, -0.045787040486814895] User Vector: [0.13832210026705372, -1.2586509871267066] Predicted: -0.0064037026128567626 Movie Vector: [-0.8205124825660214, 0.06983677500813139] User Vector: [0.6172426270471355, -0.19826017032600235] Predicted: -0.5203011311721488 Movie Vector: [0.862493656018175, 1.1499512198865058] User Vector: [-0.3575792908514055, 0.3835063151750149] Predicted: 0.1326036850868721 Movie Vector: [0.2109818794165813, 0.9571888083687846] User Vector: [1.4045728818090326, -2.1864169350366196] Predicted: -1.796474394263399 Movie Vector: [-0.3137184726994185, -0.5486111877719052] User Vector: [0.4956534658453248, -0.7200297297045771] Predicted: 0.23952071695114324 Movie Vector: [-1.761317310394539, -0.6928331259197489] User Vector: [1.5762802641390148, -1.8860864534619506] Predicted: -1.469586541954387 Movie Vector: [-0.9754812063174486, -0.30287612897322835] User Vector: [0.10569572448730469, 1.0561847686767578] Predicted: -0.42299734704277375 Movie Vector: [0.38648214289277444, -1.0103444704150955] User Vector: [-0.3562651479441532, -0.29231879232157837] Predicted: 0.15765255760505775 Movie Vector: [0.5932185555587782, -1.0155647801855885] User Vector: [-0.804929613123259, 1.2904869884300325] Predicted: -1.7880723171607737 Movie Vector: [-0.3047208977947595, 0.17751443778315454] User Vector: [0.6754661332661807, -0.06075618069741377] Predicted: -0.2166137458171784 Movie Vector: [0.31623258041686114, 0.21261287042026955] User Vector: [-0.0013332571239880343, 0.30539639830770576] Predicted: 0.06450958551953537 Movie Vector: [-1.494907473299388, -0.21234481418214757] User Vector: [-0.046857409953669354, 0.4972555850692724] Predicted: -0.03554215249337629 Movie Vector: [-0.009320597387300136, -0.9090640562640432] User Vector: [-0.4061757736671975, -0.14633159153121572] Predicted: 0.13681059101176718 Movie Vector: [-1.5217217624897021, 0.8644186485448503] User Vector: [-1.5127963576252765, 0.5636004104277911] Predicted: 2.7892418447148515 Movie Vector: [0.7338619232177734, -1.2318134307861328] User Vector: [-0.4667599366815671, 0.32490241628508953] Predicted: -0.7427565048889815 Movie Vector: [-0.1412310211312013, 0.9689042836874675] User Vector: [0.5795199404507758, -0.9846581229056997] Predicted: -1.0358856662067493 Movie Vector: [-0.30008505819377035, -0.16154497435557447] User Vector: [0.6524244813573891, 0.8858515409730705] Predicted: -0.3388877029245133 Movie Vector: [-1.8274550342800802, 0.6450895969550112] User Vector: [-0.5536485839020919, -0.2469983297691623] Predicted: 0.8524318388745654 Movie Vector: [-1.1393731432290748, 0.9788404262616501] User Vector: [-0.6218978276405812, 0.016047422786672733] Predicted: 0.7242815488070901 Movie Vector: [-0.13710625691976294, -1.3138318811603087] User Vector: [-0.16608803811333944, -0.7756387489841866] Predicted: 1.0418306259035892 Movie Vector: [-0.34747411356183666, 0.3379721937422887] User Vector: [0.5475148930785496, -0.7650900191690381] Predicted: -0.44882640432326226 Movie Vector: [0.16081809997558594, 1.2816715240478516] User Vector: [1.7118876846737892, 0.08878874584042787] Predicted: 0.3891005320204423 Movie Vector: [0.040632864913992095, 0.718346515759519] User Vector: [-0.42018977176326544, 0.803064274973133] Predicted: 0.5598049096235965 Movie Vector: [-1.469270386657251, 0.3764674674066528] User Vector: [0.5290444186307738, -1.152572164854855] Predicted: -1.211215221426808 Movie Vector: [1.1818602194647692, -0.7811060520622157] User Vector: [-1.3560695516977765, -1.2107411005094506] Predicted: -0.656967456890626 Movie Vector: [1.0035578462990182, 0.7433382419634136] User Vector: [0.9339634086777524, 0.8522823553418564] Predicted: 1.570820374610988 Movie Vector: [0.025854110717773438, 0.8405399322509766] User Vector: [-0.541929970731087, -0.05819842352941701] Predicted: -0.06292921643509106 Movie Vector: [-0.43799329314214264, -0.2727069193672943] User Vector: [1.0083877112070818, 0.4223217628263959] Predicted: -0.5568371213178092 Movie Vector: [-1.0490467770136498, -1.602981394987654] User Vector: [0.7399992426613342, 0.14422074791767944] Predicted: -1.007476996189659 Movie Vector: [0.4451028232506655, 0.4554158824463331] User Vector: [0.3005738055952071, -1.10704333875357] Predicted: -0.37037886955916866 Movie Vector: [1.0112268147208991, -1.3343302760525175] User Vector: [0.998505307885095, 0.9000887295002533] Predicted: -0.19130030093127748 Movie Vector: [-0.13201950917312422, 0.2533907243413348] User Vector: [-0.7967010350066935, 0.5933856660295598] Predicted: 0.2555385033282993 Movie Vector: [0.716304731611159, -0.5625060884719316] User Vector: [-0.24930064702870774, -0.4675256624318499] Predicted: 0.08441079857440181 Movie Vector: [-0.019590331629171655, -1.1700260820980428] User Vector: [0.4136705324042371, 0.37252705759592086] Predicted: -0.4439703165894822 Movie Vector: [0.5726412343109222, -1.3996541241437004] User Vector: [0.4746077608266691, 0.6887009113258212] Predicted: -0.6921630968653838 Movie Vector: [-0.8882337951633265, -0.4455666139791965] User Vector: [0.21711104290787406, 0.5699999276423096] Predicted: -0.44681830334189965 Movie Vector: [-1.431758613628782, -0.5525272501154262] User Vector: [-1.7521059226329387, -1.337740126358132] Predicted: 3.247730620105436 Movie Vector: [-0.8019542694091797, -0.1611804962158203] User Vector: [1.6836575789258743, 0.40673942733010543] Predicted: -1.4157748463703328 Movie Vector: [1.089724224145965, -0.3433465718881476] User Vector: [0.45208202474667536, -0.20045612105495206] Predicted: 0.5614706556456212 Movie Vector: [-0.1892632148418847, 0.16331425699410498] User Vector: [-0.23814653507248548, 0.30601754254282887] Predicted: 0.09504940641881826 Movie Vector: [0.7854929993826518, -0.08776999735152186] User Vector: [0.27474512134423756, -0.45092712171234] Predicted: 0.25538824170885727 Movie Vector: [-0.3620259058435156, -0.3307545014153748] User Vector: [0.3279509901972234, -0.3392129581157321] Predicted: -0.006530541463224321 Movie Vector: [-0.7991991753153787, 0.5319695660232531] User Vector: [1.9642852704454, 0.052463629259359004] Predicted: -1.541946114135003 Movie Vector: [0.77105945990229, 1.0252950208841145] User Vector: [0.9360730593716137, -0.47284309660635065] Predicted: 0.23696431497824294 Movie Vector: [1.1165617966158905, -0.16028544527430894] User Vector: [0.12458902948530143, 0.32566517511098136] Predicted: 0.08691196299773887 Movie Vector: [0.1040955296155403, 0.6719726920882221] User Vector: [-1.5693817928542861, -0.4939519677283339] Predicted: -0.4952878624128362 Movie Vector: [-0.18992034040256148, 0.39175936272895706] User Vector: [-0.7250911533168996, 0.6125211777447126] Predicted: 0.37767046491209033 Movie Vector: [-0.49671449327347184, -0.29215963557354224] User Vector: [0.7764148712158203, -1.0184001922607422] Predicted: -0.0881210902870303 Movie Vector: [0.8810407464644792, -0.5481527177907446] User Vector: [1.5243013518400383, 0.3747112721889166] Predicted: 1.13757259862478 Movie Vector: [0.6864976439843725, 0.9139135010744334] User Vector: [-0.0777004936472736, -0.46699186071050536] Predicted: -0.4801313722204781 Movie Vector: [-0.8447883939876092, -0.3315057389777444] User Vector: [-1.0675657363498638, -0.33942638445556733] Predicted: 1.0143889382946878 Movie Vector: [0.3759917521333922, 1.4382727110881655] User Vector: [1.0180845381772872, 0.28283155575043245] Predicted: 0.7895802977996517 Movie Vector: [1.998930706346328, -0.9521533070760433] User Vector: [0.897647847722267, 0.1689689051007531] Predicted: 1.6334515445130322 Movie Vector: [1.5236120263090511, -0.42671049051329185] User Vector: [2.606369591651053, -1.1021704053949997] Predicted: 4.441403729161089 Movie Vector: [-0.8147160256355654, -2.377910738662186] User Vector: [0.04578590393066406, 1.0296344757080078] Predicted: -2.485681386363404 Movie Vector: [-0.37330398915228413, 0.6602718034975468] User Vector: [-0.7499732216215305, -0.10659734959946265] Predicted: 0.20958477112061166 Movie Vector: [0.7841720505021028, 1.233951695021801] User Vector: [-0.05384717235754184, 0.8513000961332522] Predicted: 1.008237749034495 Movie Vector: [0.8012180414932789, 0.09408203546219279] User Vector: [1.982374688450287, -1.1435403336571313] Predicted: 1.4807277631624098 Movie Vector: [-0.6682219383011149, 1.2522674285533173] User Vector: [0.3881108644034198, -1.0174780410258408] Predicted: -1.5334988041322708 Movie Vector: [1.147352919625914, -0.12723806888194533] User Vector: [0.6073367173788335, 0.8615794171975417] Predicted: 0.5872038546479761 Movie Vector: [-0.19953544879126087, 2.0283757493553156] User Vector: [-0.5939096835467652, -0.7169567857462241] Predicted: -1.3357517222953963 Movie Vector: [-0.7258451804886967, -0.35251061598871936] User Vector: [0.3310316098140268, 0.36383267726170604] Predicted: -0.36853257975127507 Movie Vector: [0.19562721252441406, -0.31462669372558594] User Vector: [-1.5455838544998204, 1.078015769640615] Predicted: -0.641530798564609
avg loss: 15.298166310901502: 6%|██▌ | 3891/70000 [00:06<01:56, 567.00it/s]
Movie Vector: [-0.34277802837878774, 0.42724112459151886] User Vector: [0.8049776997601248, -0.5000181228912377] Predicted: -0.48955697395286 Movie Vector: [1.2361576765666684, -1.9968799061904603] User Vector: [1.0635054996042235, -2.0877919274891275] Predicted: 5.48373023571632 Movie Vector: [-0.6449294042170753, 0.2708799975500924] User Vector: [0.6229903514334166, -0.46741713474470814] Predicted: -0.5283987484974575 Movie Vector: [-0.9626111392835052, 0.48369398224059884] User Vector: [0.4424537907859214, -0.46966667697800457] Predicted: -0.6530858929419414 Movie Vector: [1.6529369354248047, 0.24117469787597656] User Vector: [1.568613052368164, -0.6913280487060547] Predicted: 2.4260876183689106 Movie Vector: [0.012848548945210314, -0.18147573758135302] User Vector: [0.5642044975112124, -0.36132056641520577] Predicted: 0.07282012539489233 Movie Vector: [0.09687513107875265, -1.9726328783583114] User Vector: [-0.7084266404633279, -0.5979724078006092] Predicted: 1.1109511083240005 Movie Vector: [-0.5783787522240555, 0.22578780631350248] User Vector: [0.03210978879852665, 0.5490067511878512] Predicted: 0.105387410422538 Movie Vector: [0.7640128383649363, -0.29525447764597945] User Vector: [0.9889062241680141, -0.5762370820835265] Predicted: 0.9256736298741713 Movie Vector: [-0.09820953481816638, -0.9410877773401182] User Vector: [-0.28338701512029274, 0.24745331665196207] Predicted: -0.2050439848349628 Movie Vector: [-1.4071894240337077, -0.20028323852591667] User Vector: [0.11459450178697261, 0.8455153557368451] Predicted: -0.3305987246374075 Movie Vector: [-0.4307503055223372, -1.5305470663108607] User Vector: [-0.643879690715083, -0.7542759745347936] Predicted: 1.4318062535081437 Movie Vector: [0.11568821793982269, -0.47346671298038134] User Vector: [0.16390259953012923, -0.8811080669926095] Predicted: 0.4361369399148335 Movie Vector: [0.32488189129197914, -1.0608880367969313] User Vector: [-0.11504313146178363, 0.8594461345990081] Predicted: -0.949151552596909 Movie Vector: [0.6684883800784903, -0.42885427102983886] User Vector: [0.34160746791776125, 0.8259868316076233] Predicted: -0.1258673576982745 Movie Vector: [0.17070483148998286, -0.571239933201166] User Vector: [-0.8947258281251722, -0.1265984414659893] Predicted: -0.08041593647343943 Movie Vector: [-0.4555344819958961, -0.7288045371735941] User Vector: [-0.5044402502591648, 1.2091541330041014] Predicted: -0.6514470901759037 Movie Vector: [-0.8975611955092032, 0.8850754137552705] User Vector: [-0.7130447153059747, -1.0000339557172777] Predicted: -0.24510420000423938 Movie Vector: [-0.2901719475626295, -1.487577474064113] User Vector: [-0.15963427083999043, 0.8064847705571488] Predicted: -1.153387190589199 Movie Vector: [0.6240133399494935, 0.3238633545722706] User Vector: [0.1466719078617876, -0.9742538080147622] Predicted: -0.22399987936687138 Movie Vector: [1.9336733512828346, 1.729716386679731] User Vector: [0.772462428277474, -0.5090799186362519] Predicted: 0.6131261350326704 Movie Vector: [1.9499712108082017, -0.302258823898946] User Vector: [-1.4003718277351644, 0.7757534749762212] Predicted: -2.965163081492266 Movie Vector: [-0.08487763937918724, -0.021145743844838805] User Vector: [-1.059040525977076, 0.9604020193106042] Predicted: 0.06958044476341907 Movie Vector: [-0.4334825280687655, -0.8653950352095287] User Vector: [-2.3205912508275244, 1.127308001770445] Predicted: 0.0303690141388564 Movie Vector: [0.02582774758887496, 0.012004585560809501] User Vector: [-0.13542037688356162, 1.4490986981772216] Predicted: 0.013898225995787172 Movie Vector: [0.3543752587969174, -1.062579772492315] User Vector: [0.1826974863830087, -0.389679994080256] Predicted: 0.47880954847313006 Movie Vector: [0.040573140695275275, -0.9944484525253464] User Vector: [0.4895811556072078, 1.8133311789087982] Predicted: -1.78340053967361 Movie Vector: [2.2708887934227713, -0.11146292839163044] User Vector: [0.9626762108696836, -0.06341055738799285] Predicted: 2.1931985453760725 Movie Vector: [-0.35232497016651676, 1.3951596095973422] User Vector: [1.3648348214473802, -0.9823335236147289] Predicted: -1.8513774430493781 Movie Vector: [-1.1134979354688461, 0.8014821048226726] User Vector: [0.6104272755778216, -0.171609159122474] Predicted: -0.8172511811701061 Movie Vector: [0.6749820709228516, -0.18645286560058594] User Vector: [-0.6969856669091851, 0.24514130140936863] Predicted: -0.5161601269787403 Movie Vector: [0.09737728743388585, -0.6416723492961303] User Vector: [-1.9722256766728132, -0.6733923730943909] Predicted: 0.24004727943971557 Movie Vector: [1.1798935330864502, -0.2243464256549746] User Vector: [-1.1539193916717894, 0.852563557471067] Predicted: -1.5527716146989181 Movie Vector: [0.7101345969947301, -0.5301736786349306] User Vector: [-0.7856845855712891, 0.5021381378173828] Predicted: -0.8241622302491745 Movie Vector: [0.9976341569020165, -0.9157736534515826] User Vector: [0.8469494149176591, 0.5976090048551835] Predicted: 0.29767108377823903 Movie Vector: [0.8499310794398753, -0.8523746338830596] User Vector: [-0.7248005530492976, 0.8115619386052911] Predicted: -1.3077853267239192 Movie Vector: [-0.13083457946777344, 0.1822185516357422] User Vector: [-2.03948739793898, 0.13148946364916092] Predicted: 0.2907952956606806 Movie Vector: [0.6048514219719817, 1.466465407136147] User Vector: [-0.30370508769257204, -1.6657223007339395] Predicted: -2.6264205860725336 Movie Vector: [0.21090039255306636, 1.0364883089353525] User Vector: [1.2035465240478516, -0.19974708557128906] Predicted: 0.046792915439019866 Movie Vector: [0.3311981902532107, 0.20969818756147496] User Vector: [0.13289124449878753, 0.7819716016890289] Predicted: 0.20799136727722833 Movie Vector: [0.31786014314467204, -0.486755203079461] User Vector: [-0.34040260431163205, 0.5228667786660557] Predicted: -0.3627085455664141 Movie Vector: [0.41672897044845747, 0.33348654803626954] User Vector: [1.5734309587666182, -0.06859176386248012] Predicted: 0.6328198329643246 Movie Vector: [-0.3794423221107639, -0.606908770052656] User Vector: [0.5526369811287278, 0.24830538831946403] Predicted: -0.3603925772261799 Movie Vector: [1.567316314795785, 0.06446584621420783] User Vector: [-1.818095963932854, -0.6474569266386734] Predicted: -2.8912703247993434 Movie Vector: [0.09309972917256751, 0.4062734889853711] User Vector: [-0.14085116787021962, 0.9110467670924599] Predicted: 0.35702094311313914 Movie Vector: [-1.9084994261627704, 1.783199480880557] User Vector: [0.40826167184306367, -1.4947026456253787] Predicted: -3.4445201481867103 Movie Vector: [0.1410198211669922, 1.0421466827392578] User Vector: [0.7319115089612643, 0.847764438701224] Predicted: 0.9867089276405704 Movie Vector: [-0.7329008605261292, -0.42745038123579404] User Vector: [-0.5443868199309068, 0.38890448095397795] Predicted: 0.23274420013835806 Movie Vector: [0.30450951593065934, 1.9346513566984656] User Vector: [-0.5210869262672664, -1.1410285404266602] Predicted: -2.3661683414435486 Movie Vector: [0.6168374044793656, 0.2957849027632178] User Vector: [-0.2894402076467616, -0.4670130444542575] Predicted: -0.31667295437985393 Movie Vector: [-0.11558380230722928, -1.0099510125147628] User Vector: [0.6063365936279297, 0.36017417907714844] Predicted: -0.433840965810169 Movie Vector: [0.1743200600788165, -0.6220450104379723] User Vector: [0.44705044906944, -0.46471473445600897] Predicted: 0.3670033429854143 Movie Vector: [-1.1270056097028165, 0.13532312198989538] User Vector: [-1.7863428063865754, -0.2540231561170232] Predicted: 1.9788431571064606 Movie Vector: [-0.1658886597627397, -1.1580604488742923] User Vector: [0.16623497009277344, -0.3787708282470703] Predicted: 0.4110630189859004 Movie Vector: [0.2843098821198641, -0.9553409314290534] User Vector: [-0.7293895811136757, -0.8191659978487136] Predicted: 0.5752101415539138 Movie Vector: [0.7756730506381869, -0.5530891411500606] User Vector: [-0.6936857893279647, 0.5608897447395454] Predicted: -0.8482953995902529 Movie Vector: [-0.9615612030029297, 0.05080223083496094] User Vector: [-0.6036695919079142, 0.8952824395538167] Predicted: 0.6259476041679616 Movie Vector: [-1.1121355570742195, 0.48103586884656485] User Vector: [0.47795155257307725, -0.6974289362938892] Predicted: -0.867035250504214 Movie Vector: [-0.402446766398268, -0.56439890248042] User Vector: [0.5805070508849629, -0.11184908688156947] Predicted: -0.17049568362065318 Movie Vector: [1.5107975785327845, 1.4572740835099496] User Vector: [1.0365969916121576, -2.044324124041786] Predicted: -1.413052339418258 Movie Vector: [0.050056252620481814, 0.3681818739149685] User Vector: [0.054861095388504186, -1.2669058487109193] Predicted: -0.46370562860241654 Movie Vector: [0.3209400177001953, 0.30127525329589844] User Vector: [-0.3033924102783203, 0.9882831573486328] Predicted: 0.20037449303345056 Movie Vector: [-1.0289640594917207, 0.3596716661849091] User Vector: [0.858878466792705, -0.1205869962523267] Predicted: -0.9271267996633544 Movie Vector: [1.3373088836669922, -0.6193065643310547] User Vector: [-1.748565099949145, -0.07847058953687985] Predicted: -2.289774290624936 Movie Vector: [0.2085055064294668, 0.10501479701063396] User Vector: [0.11102793885697106, 0.5131868752040398] Predicted: 0.07704215214726641 Movie Vector: [0.2644216428219329, -1.4730038820728921] User Vector: [0.2042848569473792, -0.9485696283244146] Predicted: 1.4512640824159726 Movie Vector: [0.006416422736447186, -0.5944857766152395] User Vector: [-0.16692882883937077, -0.07767964418851868] Predicted: 0.04510835766987356 Movie Vector: [0.6837187488793279, 0.008037319074418486] User Vector: [0.5697505783146495, 0.4561521025765747] Predicted: 0.3932153925734405 Movie Vector: [-0.406998157834578, -1.389793158657273] User Vector: [-0.9812446929409852, -0.11267851591185463] Predicted: 0.5559646129538873 Movie Vector: [0.5765653381454879, 0.5511492623675961] User Vector: [-0.7396998672308901, -0.7741656768887327] Predicted: -0.8531661458436866 Movie Vector: [-0.4674771406011846, 0.6468865144519234] User Vector: [0.45565473399655715, 1.1920376101634955] Predicted: 0.5581048825841602 Movie Vector: [0.3035562719123144, 0.6189344971198942] User Vector: [0.47554913786770153, -0.5664096694105281] Predicted: -0.20621456049821602 Movie Vector: [0.3625846558096817, 0.7356233429988661] User Vector: [0.7720045839590994, 0.0845157206537083] Predicted: 0.34208875332154576 Movie Vector: [-0.12370804193556108, 0.9086070123791232] User Vector: [-0.7995319366455078, -0.3635692596435547] Predicted: -0.23143304845025708 Movie Vector: [0.4579010125455434, 0.369778841624696] User Vector: [-0.909997190421748, -0.9653160645951318] Predicted: -0.773642091075416 Movie Vector: [-0.516551650613564, -0.07912799799121943] User Vector: [0.6942198830044939, -1.0047906278449397] Predicted: -0.27909335567301613 Movie Vector: [0.06313494887917723, -1.0955286187243216] User Vector: [0.2238204923720555, 0.6791097147373433] Predicted: -0.7298532324044478 Movie Vector: [-0.2879581796549978, -0.8240990227133641] User Vector: [-0.6957748319268817, 0.5409653144476944] Predicted: -0.2454549329067457 Movie Vector: [-0.053456363454549, 0.7797585076653714] User Vector: [0.44997083115656666, -1.7582635992189632] Predicted: -1.3950748045035744 Movie Vector: [-0.9809899995199952, 1.0217531308503147] User Vector: [0.3613465403021152, -1.7545175089445977] Predicted: -2.1471611002933617 Movie Vector: [0.47775161906029945, -0.6132479089885814] User Vector: [0.5255366273231854, -0.23260041858754166] Predicted: 0.3937176949078197 Movie Vector: [1.1090213672132119, -1.5999901233382656] User Vector: [-0.026934581884912545, -0.5119542217378376] Predicted: 0.7892506715545466 Movie Vector: [-0.29883384704589844, -0.4094409942626953] User Vector: [-1.130290188416548, 0.6249382195223] Predicted: 0.08189363932878135 Movie Vector: [0.42456626892089844, 0.5128192901611328] User Vector: [0.6587280940744376, 0.6125439345034911] Predicted: 0.5937980748191463 Movie Vector: [0.6508731842041016, 0.1526165008544922] User Vector: [0.6801530951362402, -1.1332547060907958] Predicted: 0.26974004295713666 Movie Vector: [0.7505535155723633, 0.06154638165830291] User Vector: [1.4501114950114167, -1.979816012594883] Predicted: 0.9665357686283301 Movie Vector: [-0.17352469073137883, -1.2867726011134721] User Vector: [0.4584209626894353, 0.44932892950343384] Predicted: -0.6577315111481308 Movie Vector: [0.36099153913134396, -0.5662926486228614] User Vector: [1.2495032394597532, -0.07748900131757505] Predicted: 0.4949415493574465 Movie Vector: [-0.26737885235722547, -0.590423087422633] User Vector: [0.2488422393798828, -0.05673408508300781] Predicted: -0.03303803870658722 Movie Vector: [0.5623385749670526, -0.028110847521401514] User Vector: [0.6176460685836196, -0.027073238867728174] Predicted: 0.34808726173103627 Movie Vector: [0.24836846880475189, -0.23808412715948912] User Vector: [-0.24742869893822836, -0.3205201435617703] Predicted: 0.014857271523298514 Movie Vector: [-0.5495210744407865, -0.18951833156519365] User Vector: [0.1791765244447165, -0.449811233127618] Predicted: -0.013213801805797912 Movie Vector: [0.5981612461902969, -0.5567370440943366] User Vector: [1.4046081781210524, -1.6893505841305152] Predicted: 1.7807062288818352 Movie Vector: [0.3067266873667334, -0.4871196892400493] User Vector: [-0.1502329258232533, 0.4018071514066752] Predicted: -0.24180862239882772 Movie Vector: [-0.9551699217805799, -0.606896188492051] User Vector: [0.15567905234512122, 0.2786717645627427] Predicted: -0.31782478000484693 Movie Vector: [-0.46205928829385207, -0.06707225835298247] User Vector: [0.4964888555153319, 1.644023322370509] Predicted: -0.3396756442416068 Movie Vector: [0.8347988128662109, -0.31828880310058594] User Vector: [-0.0059735217452468676, 0.501254223805162] Predicted: -0.16453029580562084 Movie Vector: [-0.11809566330149784, 0.5308227932972299] User Vector: [-0.26653815312076745, 0.6349442731012138] Predicted: 0.36851989262361873 Movie Vector: [0.061076022732945025, 0.1137026093639571] User Vector: [0.2311853053955727, -0.552981640820448] Predicted: -0.048755576523784594 Movie Vector: [-0.6466502416815187, 1.3565648823996266] User Vector: [-0.33921363866227466, 0.9093756341270168] Predicted: 1.4529796315892298 Movie Vector: [0.5383371288742872, -1.4408921998143498] User Vector: [0.26411200174911825, 1.3048943084551408] Predicted: -1.7380307339122913
avg loss: 15.286125405360321: 6%|██▋ | 4023/70000 [00:06<01:52, 587.13it/s]
Movie Vector: [-0.766309981000684, -0.7740017307652833] User Vector: [0.13505913743127895, -0.3154248916191401] Predicted: 0.1406422470007342 Movie Vector: [0.7595415543777909, -0.9521098925028398] User Vector: [-1.3700534033690608, -0.25375902232239256] Predicted: -0.7990060161105201 Movie Vector: [1.5328449628467435, 0.9613339012351853] User Vector: [-0.33201799634775525, 0.7615355718805652] Predicted: 0.22315784896918645 Movie Vector: [2.485164493195324, 1.3729592046373158] User Vector: [0.11819244106033927, 1.130136435594741] Predicted: 1.845358879633043 Movie Vector: [0.315996464488444, 0.2666976773373271] User Vector: [0.9361362457275391, 0.45075416564941406] Predicted: 0.4160308329582111 Movie Vector: [0.4616003134152474, 0.36705619865804157] User Vector: [-0.10415387660853198, -0.253295172679722] Predicted: -0.14105102530816235 Movie Vector: [0.1493495238149597, -0.6544232581304591] User Vector: [0.8796195583317593, -0.5927226408196145] Predicted: 0.5192622439480353 Movie Vector: [-0.6095323484287406, -0.8866520173094329] User Vector: [-1.028749262727292, -0.6838308104195425] Predicted: 1.2333759216113336 Movie Vector: [-0.08215620702110132, -0.5220428253416957] User Vector: [-0.1843392969731061, -0.9505329244943821] Predicted: 0.5113635109275987 Movie Vector: [-0.8553418966508025, 0.9212289755638556] User Vector: [-0.7086757461991076, -0.4979113757296413] Predicted: 0.14746967027935992 Movie Vector: [2.2264602955516692, 0.07292568967747359] User Vector: [0.9277236728790493, 0.2616826145205211] Predicted: 2.084623308049082 Movie Vector: [1.262528912986544, 0.568875632302506] User Vector: [-0.10001854004489574, -0.4684501263394927] Predicted: -0.3927661604649511 Movie Vector: [-0.4587621744289959, -0.11834224193465029] User Vector: [0.7392065747027223, -1.5398706947527983] Predicted: -0.15688826525631722 Movie Vector: [1.187934125065842, 1.4783446756013414] User Vector: [-0.7449981752172908, -0.5843406705186551] Predicted: -1.7488656744509727 Movie Vector: [0.1527239088021164, -0.5491267504919438] User Vector: [-0.12776985948404676, 0.6749634743642042] Predicted: -0.39015401174586867 Movie Vector: [0.6752295963003053, -0.6494287030952692] User Vector: [-1.305347863172306, 0.34802723255244966] Predicted: -1.1074283849596755 Movie Vector: [0.07384275802222315, -1.3625239168233283] User Vector: [-0.5806852547380288, 0.09437634087999053] Predicted: -0.17146942238395158 Movie Vector: [0.09001742510950017, 0.1272031275123642] User Vector: [2.027091940912605, 0.7174363011998451] Predicted: 0.2737337382846946 Movie Vector: [-0.23631910100152986, -0.7556089061310663] User Vector: [0.0606309775241029, -0.8849768229428719] Predicted: 0.6543681110338698 Movie Vector: [-2.3580509429272474, -0.7261785965170007] User Vector: [0.5281161459260663, -0.758871247097541] Predicted: -0.694248718721666 Movie Vector: [-0.39772367201353376, 0.5426924799904115] User Vector: [-0.5976147823039186, -1.0823471666840216] Predicted: -0.3496961224308639 Movie Vector: [1.8043994903564453, 0.5885601043701172] User Vector: [-1.8913455440101445, 0.9055775704344636] Predicted: -2.8797561063296935 Movie Vector: [0.4599477035150433, 1.0849723944624097] User Vector: [-0.06914269088461827, 0.8180845401190326] Predicted: 0.8557971204783954 Movie Vector: [0.3390753761695177, -0.08075316648070913] User Vector: [-0.14949321177762404, -0.46547339375279095] Predicted: -0.013101016560227448 Movie Vector: [0.4634151669648849, -0.15632731374533157] User Vector: [-0.29716454816851534, -1.0160557599223268] Predicted: 0.021126708858571736 Movie Vector: [-1.252943591781727, -0.11827630478006432] User Vector: [0.6783572597689755, -0.7562710273601088] Predicted: -0.7604944390377738 Movie Vector: [0.906124921422184, -1.1720108281792323] User Vector: [-0.8055050886675916, -1.5892018385661977] Predicted: 1.132673527787837 Movie Vector: [0.4156505302272656, 0.35818523884064585] User Vector: [0.001101535072491111, 0.622052874189457] Predicted: 0.22326801095000573 Movie Vector: [-0.17909860462663052, 1.2054180506118084] User Vector: [-0.7650053661288182, 0.6123218010837759] Predicted: 0.8751151454150725 Movie Vector: [-0.17655280758837252, 0.16598609718291152] User Vector: [-1.3505344662294534, -1.3293577675949064] Predicted: 0.01778574415480763 Movie Vector: [0.4800269378805901, 0.43494599631837344] User Vector: [0.25054333152781594, 0.14069674907025537] Predicted: 0.18146303594281737 Movie Vector: [0.34734213647405654, -0.6213684251037748] User Vector: [-0.19000570959114912, -0.34262199801260057] Predicted: 0.1468975021993394 Movie Vector: [-1.928500012787346, -1.1028944796989468] User Vector: [-0.6958321759099962, -0.8544288851913215] Predicted: 2.284257260913108 Movie Vector: [-0.31765614577761797, -0.37664793675395136] User Vector: [-0.07031440734863281, -1.8423175811767578] Predicted: 0.7162409194267602 Movie Vector: [0.8915582451187911, -0.011312343180631373] User Vector: [-0.06494741181990915, 0.38975198886963736] Predicted: -0.0623134087605926 Movie Vector: [-0.3535533536345545, -0.6833077390692313] User Vector: [1.9610579784103443, 0.40235744058382544] Predicted: -0.9682725779617933 Movie Vector: [-1.1777717727874817, 0.231248758256671] User Vector: [0.0956607067815207, 0.7345792937546396] Predicted: 0.057204069309647665 Movie Vector: [1.5372727604419918, -0.2948948371550071] User Vector: [-0.9677151389425251, 0.2568742603920447] Predicted: -1.5633930161513063 Movie Vector: [-0.8631718173434562, 0.6505144702209581] User Vector: [1.251856885737376, -0.040475560166941586] Predicted: -1.1068975206947447 Movie Vector: [-0.004959242433640883, 0.5902557295879414] User Vector: [1.1652084852883544, -1.5450102861465804] Predicted: -0.9177297250346043 Movie Vector: [-0.02704559479182615, -1.5245555314208552] User Vector: [1.1541875772431647, -0.1676177761623553] Predicted: 0.22432691828490336 Movie Vector: [0.21511082604523887, 0.4014504227250042] User Vector: [-0.11725418874250457, -1.8979745298890311] Predicted: -0.7871653227429072 Movie Vector: [-0.20279525042207874, 1.3595218136095544] User Vector: [-0.08650999501796137, -0.3053925071268791] Predicted: -0.39764395904822314 Movie Vector: [-0.1615672390801226, 1.5105248511819964] User Vector: [0.7770687420895148, 0.08942021923896296] Predicted: 0.009522612123729235 Movie Vector: [1.1387429321532796, 0.3409087797594236] User Vector: [-0.6803088489991692, -0.2333299197900875] Predicted: -0.8542411117161396 Movie Vector: [1.0462459991724227, 0.20247032798029013] User Vector: [-0.07091448982793884, -1.8114931004778982] Predicted: -0.4409676034536272 Movie Vector: [0.4158873084290679, 0.49189733267660307] User Vector: [0.635329372403149, -0.16409094226124082] Predicted: 0.18350952583997973 Movie Vector: [-0.6338977813720703, -0.5859088897705078] User Vector: [0.6340263643107013, -0.98483859334687] Predicted: 0.1751177811630597 Movie Vector: [1.213295005703922, -0.033691371529146086] User Vector: [0.35865795300235853, 0.15569777944407043] Predicted: 0.4299122314002404 Movie Vector: [0.005394198948149576, -0.9380880361638939] User Vector: [-0.0346914867502468, 0.8134674039244412] Predicted: -0.763291172212158 Movie Vector: [-0.5511540995490218, -0.47668554860240087] User Vector: [-0.5729932359189205, 0.3199351562527292] Predicted: 0.16329910551504576 Movie Vector: [0.6346427996700049, 0.9589410690524349] User Vector: [-1.3186931610107422, -0.7754802703857422] Predicted: -1.5805389991223209 Movie Vector: [-0.15400249964442156, -1.1851433828091922] User Vector: [-2.3792621634324305, 0.8040140909547879] Predicted: -0.5864596591024264 Movie Vector: [0.7218677528726328, -0.9688840373500825] User Vector: [-0.5635008543050897, -0.22270494391034912] Predicted: -0.19099783024534123 Movie Vector: [-0.7092571258544922, -1.1429691314697266] User Vector: [-1.2103482637490701, -0.5928776422024035] Predicted: 1.5360889746055406 Movie Vector: [1.8351474247623765, 0.24440538746905122] User Vector: [-0.4586843533364127, -0.7170555776814757] Predicted: -1.0170056561041991 Movie Vector: [-0.675866959900651, -0.4070511690632867] User Vector: [-0.7328481255689157, 0.6310036535443999] Predicted: 0.23845705983870052 Movie Vector: [-0.8108561207602701, -0.11563629425063895] User Vector: [-0.07149889034738732, 0.9249218598535626] Predicted: -0.048979223479128406 Movie Vector: [0.3474302359825748, -1.0824092426551541] User Vector: [0.36904730955877174, 0.0021331686039935405] Predicted: 0.12590923243563398 Movie Vector: [-0.2866735203297769, 1.291522631117057] User Vector: [0.28670331509175084, 0.8069126407241135] Predicted: 0.9599556882020501 Movie Vector: [0.2475442690341504, -0.7205907826581212] User Vector: [-0.9667577326249298, 0.20229594454738173] Predicted: -0.38508792926571256 Movie Vector: [-0.2662642449204718, 0.3533766644019409] User Vector: [-0.17013895460559367, -1.2586681907889423] Predicted: -0.39948204657020536 Movie Vector: [0.16628658396279727, -0.4336142802306183] User Vector: [0.033831817169654964, -0.7743395768407397] Predicted: 0.34139047557227475 Movie Vector: [1.6998004913330078, 0.3905773162841797] User Vector: [-0.06925546384948933, 0.5885777726747252] Predicted: 0.11216465539695684 Movie Vector: [-0.2499675750732422, 0.33652305603027344] User Vector: [0.19775046420689885, 0.771095673620459] Predicted: 0.21006026857107268 Movie Vector: [-0.10117988432416586, 0.5000132098136095] User Vector: [-2.0613255486333255, 0.16190432955169456] Predicted: 0.28951898406703086 Movie Vector: [-0.023291921615388084, -0.6083104325163553] User Vector: [1.3265340299768842, 0.22577111972207328] Predicted: -0.16823645413420268 Movie Vector: [-0.32583745423563026, -0.8054013065602179] User Vector: [-0.6434568710805864, -0.0810455306607071] Predicted: 0.2749365250683221 Movie Vector: [-0.3892133561775444, -0.14695647898720846] User Vector: [0.045692777221550684, 0.744390211226411] Predicted: -0.12717720360985033 Movie Vector: [-0.7007941375325206, 1.501715707754951] User Vector: [-0.5959816132859098, -0.46897460388739964] Predicted: -0.2866061085279248 Movie Vector: [-0.6802708349537039, 0.14617910332700623] User Vector: [1.48501665455476, -1.9769537433142437] Predicted: -1.2992028450307673 Movie Vector: [0.12392581307050056, -0.6857233352852725] User Vector: [-0.3104610738252047, -0.7104697296746143] Predicted: 0.4487115316511733 Movie Vector: [2.260068092547859, 0.9803547822685464] User Vector: [0.36460472506773567, -0.3857739061854456] Predicted: 0.44583621171445476 Movie Vector: [-0.36565246225572867, -0.24900356324962564] User Vector: [-0.6980763050597905, -0.21605322519854447] Predicted: 0.30905134271350493 Movie Vector: [-0.38968853702777484, 1.5245318092780988] User Vector: [-0.7752628667681309, -0.2686160570793868] Predicted: -0.10740267113755497 Movie Vector: [-1.0512392218891264, 0.5284009503441136] User Vector: [-0.13194978415334635, 1.450711809317991] Predicted: 0.905268287140857 Movie Vector: [0.11769350625412292, -0.0048989661360020476] User Vector: [-0.09573815829059223, -0.672030038134284] Predicted: -0.007975507132336005 Movie Vector: [-0.04755445619057789, -0.19938247883748045] User Vector: [-0.8723926544189453, -0.06402015686035156] Predicted: 0.05425065583592892 Movie Vector: [0.5856555617853348, -0.05549905180580589] User Vector: [-0.7891877907979318, 0.6810157849187917] Predicted: -0.4999879493016697 Movie Vector: [-1.9509116700262235, -1.1304142868778277] User Vector: [-0.3891237845442683, -0.7160318462019433] Predicted: 1.568558761158367 Movie Vector: [-0.18583821115791294, -0.16710212317066014] User Vector: [-0.27732705845364275, -0.7054441854854031] Predicted: 0.1694191856217188 Movie Vector: [-0.45979913223057267, -0.1473276103226398] User Vector: [0.5226240370626254, -0.22268225640745817] Predicted: -0.20749483402646965 Movie Vector: [-0.2721889510681623, 0.14871948564658066] User Vector: [-1.4951192196005172, 1.034818909780359] Predicted: 0.5608526681048046 Movie Vector: [-1.6602509433013117, 0.9655804003609576] User Vector: [-0.14389154916725813, 0.5170070703265788] Predicted: 0.7381079741934111 Movie Vector: [0.2855037431872088, -1.436555817395957] User Vector: [-0.09208184949352188, -0.6136752884358774] Predicted: 0.8552890928846998 Movie Vector: [0.8090402136603893, -0.17512576756635292] User Vector: [-1.9557496468164612, -0.7819619693893842] Predicted: -1.4453384220296077 Movie Vector: [-0.9365367889404297, 0.46113014221191406] User Vector: [0.04755973815917969, -1.3028430938720703] Predicted: -0.6453216656154837 Movie Vector: [-0.01110043676604866, -1.1210011369756385] User Vector: [-0.28583694546287386, 0.7216895317492523] Predicted: -0.8058418706958169 Movie Vector: [-0.7853805605560835, 0.2836099135145062] User Vector: [0.530354816321039, -0.2943360381799338] Predicted: -0.5000069812682497 Movie Vector: [0.893150507416063, 0.3441467180599165] User Vector: [-1.2402057713135384, -0.41652722675514087] Predicted: -1.251036892019397 Movie Vector: [1.3944698607600146, -0.7300359298495825] User Vector: [-0.2882375579335718, 0.479258592696371] Predicted: -0.751814579634932 Movie Vector: [0.1731324314007297, -0.5752456895063411] User Vector: [0.05791297277241604, 0.38819310156034265] Predicted: -0.2132797945829518 Movie Vector: [-0.5754821001717979, 0.6412127660170203] User Vector: [-1.7810012388869598, 0.8818838492241113] Predicted: 1.590409515629971 Movie Vector: [-0.600318438239832, -0.9206645056809846] User Vector: [-0.07300135169415624, -0.4836904638966615] Predicted: 0.4891406992844585 Movie Vector: [0.8805424177575838, 0.46238913364600553] User Vector: [0.02094679922477563, -0.4832074580537879] Predicted: -0.2049853326671129 Movie Vector: [1.0952454280295008, -0.645651123044834] User Vector: [0.49580369240778316, 0.727065576698963] Predicted: 0.07359602118684411 Movie Vector: [0.6459842967266876, -0.7663342663656477] User Vector: [-0.9971573271815035, 0.4791543500765198] Predicted: -1.0113403720670056 Movie Vector: [1.2785053760494425, -0.49700615458587905] User Vector: [-0.8358870759865034, 0.3600161075665099] Predicted: -1.2476163416296007 Movie Vector: [0.84754068773576, 0.06736064184844637] User Vector: [1.4374282207932374, -1.7198977545811887] Predicted: 1.1024254861595997 Movie Vector: [-0.47239833171596524, 0.3692372884071207] User Vector: [0.8008301794409757, -0.8423275641521731] Predicted: -0.6893295864938374 Movie Vector: [-0.6538525626833578, -0.31245730259949994] User Vector: [0.4649493424390838, 1.622796978262103] Predicted: -0.8110630855661332 Movie Vector: [-0.18117785562524177, -1.6169134260641225] User Vector: [-0.18848471407480538, 1.4104042027229649] Predicted: -2.246352235245816 Movie Vector: [-0.3761697229417672, 0.3778007185079] User Vector: [-0.6214851617492494, 0.18465193267830496] Predicted: 0.3035455339473705 Movie Vector: [-0.275179792129854, -1.0120292940782858] User Vector: [0.35816922189431416, -0.5629092591410455] Predicted: 0.4711197281304542 Movie Vector: [-1.9307883200370828, 0.598989688576933] User Vector: [-1.219402818355095, -0.0780642942481722] Predicted: 2.307649011799627 Movie Vector: [-0.8647918396056568, 0.8182562629069033] User Vector: [-0.25156188818862735, -0.8450695957508828] Predicted: -0.4739348212540493 Movie Vector: [-0.16806482353819324, 1.1870467016999138] User Vector: [-1.366443536819017, -0.03244775863584691] Predicted: 0.1911340870241558 Movie Vector: [0.6108379364013672, 1.593923568725586] User Vector: [1.3163625418270253, -0.3672512672366137] Predicted: 0.21871372811290124 Movie Vector: [1.16758722140171, -0.6478155745459341] User Vector: [-0.1021488764978831, -0.6934214924207602] Predicted: 0.32994151963558405 Movie Vector: [2.2303104400634766, -1.0296916961669922] User Vector: [-0.26155054912409254, 0.5462548520147757] Predicted: -1.1458130054263425 Movie Vector: [0.7719532443677278, 0.6604666566088623] User Vector: [-2.082772815226973, 0.2678929525161168] Predicted: -1.4308688693179716 Movie Vector: [-0.2334151933618003, -0.598166536139292] User Vector: [-0.1696193672942941, -0.40955674340102394] Predicted: 0.28457487596758324 Movie Vector: [0.27034562420994934, 0.2348552407886006] User Vector: [0.8004287723339671, 0.11166594251064113] Predicted: 0.24261774790845245 Movie Vector: [0.6555451982057496, -0.4559580170539261] User Vector: [-0.8472902149736116, 0.013167914075449705] Predicted: -0.561441047903247 Movie Vector: [0.4787157776746475, 0.2121875217950426] User Vector: [1.272063434209887, -0.614971277507413] Predicted: 0.4784676048098395 Movie Vector: [0.09219363961175586, -0.7957608304451207] User Vector: [-1.1430496894454567, -0.36904725026055246] Predicted: 0.18829143521376163 Movie Vector: [1.0360517488530796, -0.2243882524158926] User Vector: [0.45673059332621296, 0.15287973285686202] Predicted: 0.43889211388476784 Movie Vector: [-0.9963653409265683, -0.2222109362498741] User Vector: [1.0554840191324089, 0.42589494094812] Predicted: -1.1462862081375735 Movie Vector: [-0.061292063728589696, -1.3405610205757472] User Vector: [0.264961567146236, -0.10111806232316523] Predicted: 0.1193148915674303 Movie Vector: [0.504215786642898, 0.23769693575446546] User Vector: [0.4915679636217549, -0.4122177658592607] Predicted: 0.14987342765769265 Movie Vector: [-1.4952400586517864, 1.1786258883868683] User Vector: [0.7943527743144413, 0.06992832273595459] Predicted: -1.1053287573480663 Movie Vector: [-0.6779835436363573, 0.22400677331532187] User Vector: [0.7732841701166855, -0.3781338518504909] Predicted: -0.6089784859279326 Movie Vector: [-0.008705798291973016, -0.3551068249756825] User Vector: [-0.2381691333457988, 0.571837689663657] Predicted: -0.20099001394360835 Movie Vector: [0.2214710988834715, 0.1189763158464982] User Vector: [-0.9429130229935787, -0.523764956529033] Predicted: -0.27114360825124956 Movie Vector: [1.4288192621722695, -0.23191777540137345] User Vector: [0.03272583910000008, 1.3095670770489307]
avg loss: 15.288262887921883: 6%|██▋ | 4146/70000 [00:06<01:51, 592.46it/s]
Predicted: -0.2569525739712365 Movie Vector: [0.8563219799917337, -0.34904314751243937] User Vector: [-0.2129839986246374, 0.9756774015285146] Predicted: -0.522936390595077 Movie Vector: [0.6514960510113785, -1.2852283001128364] User Vector: [0.3983475204520161, -0.08915082397339276] Predicted: 0.3741009984536451 Movie Vector: [-1.0209769552635808, 0.23815275198014318] User Vector: [-0.7385779894583843, 0.11628785763344542] Predicted: 0.7817653802191984 Movie Vector: [0.7817688888231579, 1.271944623503273] User Vector: [-0.8805504971683552, 0.3408231089238305] Predicted: -0.25487886276264776 Movie Vector: [1.5110493938375749, -0.05911259800797902] User Vector: [-0.2335071563720703, -0.37934303283691406] Predicted: -0.33041689488553655 Movie Vector: [-1.5360693001241859, 0.8697639007717374] User Vector: [0.6499544162820905, 0.4570949227607423] Predicted: -0.6008103622877152 Movie Vector: [0.8560830882528833, 1.339819458567619] User Vector: [0.9769535064697266, -1.149435043334961] Predicted: -0.7036820625216085 Movie Vector: [-0.5341372423879573, -1.6516601930067452] User Vector: [0.8149917999084662, 0.6604015189614125] Predicted: -1.5260763728416602 Movie Vector: [-0.02202785309410757, 1.5265821725121373] User Vector: [0.5046491700913259, -0.2988556844296142] Predicted: -0.4673440977869972 Movie Vector: [0.305351270432611, -0.18575909793388262] User Vector: [-0.3519665717155975, -0.49124779994058687] Predicted: -0.016219691644200535 Movie Vector: [-0.16440501608840014, -0.40013979331259075] User Vector: [-2.110560714483777, -0.054088705474601054] Predicted: 0.3686298116494031 Movie Vector: [0.35387480383908104, 0.34313412544817323] User Vector: [0.025052325111389225, -0.998736339280123] Predicted: -0.33383513369768925 Movie Vector: [-0.5149170117150315, -1.4021857212684514] User Vector: [1.1475181469151896, -1.1040235246692405] Predicted: 0.957169407137337 Movie Vector: [-1.2060362020953663, 0.508080968129999] User Vector: [-1.4776001791310158, -0.6155789078342458] Predicted: 1.4692753808017722 Movie Vector: [0.1872872680649118, -0.7079818874661818] User Vector: [0.7507564765506188, 1.4089498918143977] Predicted: -0.8569038742768256 Movie Vector: [-0.07540702819824219, -1.7645549774169922] User Vector: [0.4097528840528889, 0.13854680456435725] Predicted: -0.2753717008813431 Movie Vector: [0.12146071896835965, -0.5505886978543804] User Vector: [-1.200535592096169, 0.9025213700976605] Predicted: -0.6427359821109282 Movie Vector: [-0.0617542502493373, 0.38903561584039775] User Vector: [-0.890379754465439, -0.4955436004226932] Predicted: -0.13779937559200822 Movie Vector: [0.007052395780231924, 1.1364994196239724] User Vector: [0.689320612695421, 0.6129866554687842] Predicted: 0.7015203399577131 Movie Vector: [-0.18014833231623073, 0.326222431308706] User Vector: [1.0440150766833465, 0.39768788759581286] Predicted: -0.05834286538397715 Movie Vector: [-0.45279855903603883, -0.12481200581172486] User Vector: [-0.2076618711170125, 1.9654360732832463] Predicted: -0.15128102259269133 Movie Vector: [0.5541523228980694, 0.158046134982802] User Vector: [1.8179672607152666, -0.009830208172605437] Predicted: 1.0058771540702485 Movie Vector: [0.36158084930591083, -0.47097140391275105] User Vector: [-1.2667589642981394, 1.8468898041162654] Predicted: -1.3278680660935804 Movie Vector: [0.8441531513794867, -0.1840463329229156] User Vector: [0.7399939976434365, -0.041028746747062195] Predicted: 0.6322194554958313 Movie Vector: [0.29909299121603466, -0.3187627387741486] User Vector: [-0.8037250437469089, -0.9106150619238675] Predicted: 0.0498816236583417 Movie Vector: [0.04543120873826473, -0.9451783120032271] User Vector: [0.328550611160041, 0.18722141849779467] Predicted: -0.16203117290989905 Movie Vector: [1.213212030061891, -0.10422872141858701] User Vector: [1.1286352213464126, 2.034635537556756] Predicted: 1.1572063674566726 Movie Vector: [-1.3966760064762205, 0.035954185719911] User Vector: [-1.3075733184814453, 0.7372760772705078] Predicted: 1.8527644416405553 Movie Vector: [-0.34038662964930677, -1.0287307319739385] User Vector: [-0.8633812259571589, -0.23148878518027205] Predicted: 0.532023053028303 Movie Vector: [-1.0890548378650577, 0.6840798742555293] User Vector: [-0.213868111093363, 0.5284529353967373] Predicted: 0.594418118647454 Movie Vector: [-0.11962110495433469, 0.16544001088877142] User Vector: [-0.2998437775403285, 0.36788401608857396] Predicted: 0.09673037961055445 Movie Vector: [0.9569072723388672, -0.8239459991455078] User Vector: [0.5815686289175553, -0.30452379140996905] Predicted: 0.8074184099522179 Movie Vector: [1.4623393176000972, -0.2521748490970297] User Vector: [1.032617072247345, -0.00023434940886135625] Predicted: 1.510095641799208 Movie Vector: [-1.972780017137393, -0.4780332278620318] User Vector: [1.4165320559814334, 2.103768448540392] Predicted: -3.800177355804781 Movie Vector: [1.1295032501220703, 1.4256000518798828] User Vector: [-0.6026718682728843, 0.3549108435113367] Predicted: -0.17475891704886848 Movie Vector: [0.40506000271520465, 1.3459798964092342] User Vector: [-1.4918312428646199, 0.5461482794368279] Predicted: 0.13082343729509305 Movie Vector: [1.0349681797478048, -0.15689829365541394] User Vector: [-0.3739035062199952, -0.5711791269163151] Predicted: -0.29736120084907147 Movie Vector: [-1.4053394644201342, 0.040839082190500295] User Vector: [0.7137728247330017, -0.06801047242020733] Predicted: -1.0058706045009067 Movie Vector: [0.5749282577283487, -0.4437620820895305] User Vector: [-0.5105901039469318, 0.07809620285015276] Predicted: -0.3282088124556161 Movie Vector: [0.2441457698441863, 0.7293025517478864] User Vector: [0.5416896262418237, -0.20967163252828752] Predicted: -0.02066282581660564 Movie Vector: [-0.22985838384516016, -0.16635611532185934] User Vector: [0.6552371220294342, -0.9300660879908568] Predicted: 0.004110435485717823 Movie Vector: [-0.22719089906765763, -0.8888452067235786] User Vector: [0.031869258990711094, -1.6312381094871247] Predicted: 1.442677769039743 Movie Vector: [-0.08657472618810749, 0.35559792148050895] User Vector: [0.47080019660995737, -0.7634915680780341] Predicted: -0.31225541278725766 Movie Vector: [0.32923087863743006, 0.044913578085378214] User Vector: [-0.6994300410749718, 0.47783618876678624] Predicted: -0.2088126339923302 Movie Vector: [0.5794868050968931, -0.014490881372981313] User Vector: [0.9737631492016183, -1.2141366887354577] Predicted: 0.5818768069789849 Movie Vector: [-0.4673948939977054, -0.08035735826540939] User Vector: [-0.6365349217256892, 0.7230425433226763] Predicted: 0.2394113835709031 Movie Vector: [0.6972455704437969, 1.2266856706436622] User Vector: [-0.4270004531946704, -0.7379786765170115] Predicted: -1.2029920422914704 Movie Vector: [-0.2290769868227653, -0.9865279665853879] User Vector: [0.8461394055991355, 0.151375783620381] Predicted: -0.34316750947193975 Movie Vector: [1.9409364137355778, 0.14810772452779397] User Vector: [0.8644583337584867, -0.6031696991846462] Predicted: 1.5885245664986782 Movie Vector: [-0.9811717673255391, 0.764281305720967] User Vector: [0.42985915987316736, 0.2375288384185682] Predicted: -0.24022682082089922 Movie Vector: [0.8423952921655051, -0.6415168676798209] User Vector: [-0.6968034741856404, -0.31644941098719603] Predicted: -0.38397633130292125 Movie Vector: [-1.1083022243293823, 0.45378033605183243] User Vector: [-0.23997110041676506, -0.3066741455607134] Predicted: 0.1267978075357212 Movie Vector: [-0.8372820414306044, 0.43139587341397273] User Vector: [-0.39861167412360016, -0.008335070094857372] Predicted: 0.3301546814047411 Movie Vector: [-0.5160055312292811, 0.04450030779107329] User Vector: [0.07279419703123563, 1.4222035051771387] Predicted: 0.02572628541241427 Movie Vector: [-0.11421679196436202, 0.02734708678751302] User Vector: [-0.23666893195022576, 0.6038688539439049] Predicted: 0.043545620122066676 Movie Vector: [-0.8992982704729546, 0.6775155118146183] User Vector: [0.10021504182263549, 0.6430755140024811] Predicted: 0.3455704222183688 Movie Vector: [0.5580727241171584, -0.5785148051733623] User Vector: [-0.6965878323736667, -0.3711237765381036] Predicted: -0.17404606992049526 Movie Vector: [-1.3347348465486792, 0.6384022599786427] User Vector: [0.33910389036788646, -0.03233537747556109] Predicted: -0.4732567571319018 Movie Vector: [-0.9052016741164886, -0.7330080474749008] User Vector: [0.5868152118730713, -0.6667484418700214] Predicted: -0.04245413865244929 Movie Vector: [0.016126632690429688, -0.5857944488525391] User Vector: [-0.2967804713824963, -0.5248200205566724] Predicted: 0.302650585037096 Movie Vector: [0.8774986694156192, 0.01808561693153707] User Vector: [0.09406590271275767, -0.9318174365004164] Predicted: 0.06569021126115053 Movie Vector: [0.3421535802954309, 0.6913666995138219] User Vector: [-0.4669464325866235, 0.36082588366683555] Predicted: 0.08969560657420605 Movie Vector: [-0.38278333266918585, -0.04220367452601852] User Vector: [-0.3536577969407716, -1.428178730296671] Predicted: 0.19564870043585386 Movie Vector: [-1.1283386699895102, 0.373236988682177] User Vector: [0.5761354070247124, 0.1270190193302339] Predicted: -0.6026676626159494 Movie Vector: [0.4754809312928404, -0.42855133178673965] User Vector: [0.11137769818629456, -0.7281438288555874] Predicted: 0.36500497924723 Movie Vector: [0.1443748286331793, -0.5497987074150044] User Vector: [-2.1972863574613655, -0.987540034084907] Predicted: 0.22571539294394388 Movie Vector: [0.09264945983886719, -1.5408611297607422] User Vector: [1.0194359165836462, 0.26468656596640533] Predicted: -0.31339505405567125 Movie Vector: [0.01631106397641808, 1.1447328018080376] User Vector: [1.13259738630713, 1.466924996527709] Predicted: 1.6977110297449896 Movie Vector: [-0.8787261490832317, 0.28154706615701275] User Vector: [-1.4552797811411544, -0.5735588271418537] Predicted: 1.1173085928706088 Movie Vector: [-0.8716146232102226, -0.7212984008861458] User Vector: [-0.4636746474311643, 0.9942359033397392] Predicted: -0.31299516406969946 Movie Vector: [-0.7384318197764494, -0.15412483104055194] User Vector: [-0.40821552603966876, -0.34527437260439875] Predicted: 0.3546546880947587 Movie Vector: [-0.2311109852489619, 0.21708850929205434] User Vector: [0.7357262328079639, -0.41370257122011844] Predicted: -0.2598444890142211 Movie Vector: [-1.0223034271718938, -0.4181671486109812] User Vector: [-1.2889878540995312, -0.719605483214524] Predicted: 1.6186520738695407 Movie Vector: [0.8826082252651729, 0.042397080191665625] User Vector: [-0.014401624167865806, -0.7421065376499765] Predicted: -0.04417414233524144 Movie Vector: [0.31982977716678923, 1.0406687670143786] User Vector: [-0.7500784609893979, -1.5981453541778605] Predicted: -1.9030373822778788 Movie Vector: [-0.024999579597497504, 1.673333588304643] User Vector: [-0.5599735590824815, 0.09070565304901632] Predicted: 0.16577991945880294 Movie Vector: [-1.1617755889892578, 0.4934978485107422] User Vector: [-0.04270967674466712, 1.4321645571872674] Predicted: 0.7563891875408327 Movie Vector: [-0.23786317147287306, 0.18480332318893536] User Vector: [-0.22162955508896565, -1.1770018018698796] Predicted: -0.16479633551933542 Movie Vector: [-0.7999157460831399, -0.3002415388440201] User Vector: [0.9697370163979331, -0.1517770481312099] Predicted: -0.7301381344842732 Movie Vector: [2.392480637927811, -0.1194720664038114] User Vector: [1.2412533294726638, 1.3776741690670407] Predicted: 2.805080977717185 Movie Vector: [-0.08709446292807566, 1.279221272112922] User Vector: [-0.12366053819397915, -0.9418250390852245] Predicted: -1.194032476447002 Movie Vector: [-0.4928316194239492, 0.01899887069263448] User Vector: [0.03777316113659028, 0.48457466087397666] Predicted: -0.009409436850835683 Movie Vector: [1.1995534166048116, -1.1645658787256508] User Vector: [-0.5293482797969369, -0.3705570929670826] Predicted: -0.2034433910150622 Movie Vector: [0.3513731098467822, -0.400040848996495] User Vector: [-0.05612187560936234, -0.14329522513132495] Predicted: 0.0376042255553832 Movie Vector: [-1.1758067451864604, -1.5997291969923242] User Vector: [1.866103353069885, 0.218839932721007] Predicted: -2.544261539596272 Movie Vector: [-0.5379932491854845, -1.0553829981940257] User Vector: [-1.0187816619873047, 0.2421855926513672] Predicted: 0.29249909965134113 Movie Vector: [0.10282170581373268, -0.22804023513970284] User Vector: [-0.9689824751263026, 0.8217231742172657] Predicted: -0.2870183768643475 Movie Vector: [-0.8991502520764006, 0.8096042325331051] User Vector: [0.2652843601319367, -0.9126938633357543] Predicted: -0.9774513140481755 Movie Vector: [-0.32648425409956666, -0.12411239887852434] User Vector: [-0.10548721093111452, 0.3307454550143369] Predicted: -0.006609698462109827 Movie Vector: [0.716492605461773, -1.2997746348762835] User Vector: [0.2271912658396514, -0.3749046684162428] Predicted: 0.6500724405037462 Movie Vector: [-1.7830846097850888, -0.026622854151188757] User Vector: [1.8676944120399903, 0.004352145208999191] Predicted: -3.330373028417261 Movie Vector: [0.03505125616668746, -0.10329100672489852] User Vector: [0.1629026778160618, -0.5601247705454601] Predicted: 0.0635657949315635 Movie Vector: [-1.1122226965721576, -1.543106415705283] User Vector: [0.10434967430777539, -0.767786599501105] Predicted: 1.0687163514376774 Movie Vector: [-0.42160327823262317, 1.1802449680676348] User Vector: [0.12467952411930884, 0.7716600691875922] Predicted: 0.8581826176201947 Movie Vector: [-1.0857677459716797, 0.5834484100341797] User Vector: [0.5249200684468415, -1.0856850555922468] Predicted: -1.2033824990159934 Movie Vector: [-0.43007077480133604, -1.9798708863226553] User Vector: [-0.16967277616909873, -1.4805591347739822] Predicted: 3.0042872287278057 Movie Vector: [-0.0771642446390414, -0.460155792420041] User Vector: [1.124283761967714, 1.2942897255574166] Predicted: -0.6823294215371689 Movie Vector: [2.347511712943916, -0.16938333341918055] User Vector: [1.0111154102208586, 0.45726439904415844] Predicted: 2.29615230046754 Movie Vector: [0.9716941822531419, 0.9239474364692638] User Vector: [-2.404116732289335, 0.6127429889834071] Predicted: -1.7699239283372477 Movie Vector: [-1.3743091638750022, 0.4379772367598113] User Vector: [0.4508366311386214, 0.34070559163209224] Predicted: -0.47036762001270105 Movie Vector: [-1.625814437866211, 2.931966781616211] User Vector: [0.8988641286471597, 0.3541293058512777] Predicted: -0.42309091688183 Movie Vector: [-0.6304845014046618, 1.144504569950346] User Vector: [-1.5532554337727127, 0.18824551746693413] Predicted: 1.1947513327298442 Movie Vector: [-0.06425862260161158, 1.8459078657960333] User Vector: [0.08294750523473031, 0.30501396076481774] Predicted: 0.557697576918756 Movie Vector: [-0.18578077479176835, 0.24661256428489992] User Vector: [0.2345630269923465, 0.875361927977458] Predicted: 0.1722979488437542 Movie Vector: [-0.08752693160563352, 0.5581926656934303] User Vector: [-0.3610130577967925, -0.7946114075992375] Predicted: -0.41194789457970676 Movie Vector: [-0.4335372387017858, 1.1467613782539654] User Vector: [-0.6518902319457236, 0.48432155532270355] Predicted: 0.8380199453943833 Movie Vector: [-0.4878059283681198, 0.379543445158964] User Vector: [1.5424914985881346, -0.12323713126441911] Predicted: -0.7992103428403224 Movie Vector: [1.0352653483773206, -0.07802768028779955] User Vector: [-0.052806901982830556, 0.3560054176593556] Predicted: -0.08244743268783085 Movie Vector: [-0.07291635899742607, -0.9649264773560848] User Vector: [1.6774343682793, 0.27943726870891944] Predicted: -0.3919488259293774 Movie Vector: [2.0945254270882527, -0.9341590175134252] User Vector: [0.090794893703705, 0.34518218763417846] Predicted: -0.13228283975129373 Movie Vector: [0.4299242190062938, 0.24750426829645034] User Vector: [0.16839539169668852, -1.5612012966560944] Predicted: -0.31400672733287843 Movie Vector: [-1.8498059519406875, -1.0405788153198776] User Vector: [0.3417294465966462, 0.7105152905557943] Predicted: -1.3714803235810806 Movie Vector: [1.2489546855517633, -0.048908500420460674] User Vector: [0.5057122985005993, 1.346406205835783] Predicted: 0.5657610362692451 Movie Vector: [0.1493746068078195, -0.047086096446785686] User Vector: [1.101339326897083, -0.2530848418597732] Predicted: 0.17642890619026916 Movie Vector: [-0.7367764510041305, -0.8429760384313123] User Vector: [0.18641638268345337, -0.426725698499698] Predicted: 0.22237233797556735 Movie Vector: [-2.649937697189188, 0.662430700279647] User Vector: [0.37174889931825106, -0.43659201184038865] Predicted: -1.2743233743319502 Movie Vector: [-0.021060732103054522, -0.3908309575258714] User Vector: [0.3424338511269211, 0.2043238811537164] Predicted: -0.08706800571831068 Movie Vector: [2.4966242964084557, 1.4825359342463975] User Vector: [-1.4028125908677573, 0.22442792030533354] Predicted: -3.169573541167294 Movie Vector: [-1.209091737825105, 0.12365023520439133] User Vector: [1.502996552365291, -0.09250759912049256] Predicted: -1.8286992998339335 Movie Vector: [-0.42241530069362754, 0.435486960527101] User Vector: [0.35881206353232886, -0.4486474984546128] Predicted: -0.3469478411595963 Movie Vector: [0.3785535029863101, -1.082229343833766] User Vector: [-0.7371004867045019, -0.9816211600143184] Predicted: 0.7833072526007328 Movie Vector: [-0.6939907258676515, -0.1563865054435699] User Vector: [-0.6859282879510582, -0.5900129352649026] Predicted: 0.5682979315608917 Movie Vector: [1.0636239126533684, 0.7981511479434048] User Vector: [0.4032212094887888, -0.38341525233367213] Predicted: 0.12285239671215847 Movie Vector: [0.9149646759033203, -0.5362033843994141] User Vector: [0.133300950565604, -0.7431267463690838] Predicted: 0.5204327374726901
avg loss: 15.336599985173097: 6%|██▊ | 4266/70000 [00:07<01:53, 580.41it/s]
Movie Vector: [0.0363304955929917, -1.6784121827826777] User Vector: [2.0010969512573253, -1.1413418951521004] Predicted: 1.9883429855123582 Movie Vector: [0.28522094729653585, -0.555802698610631] User Vector: [0.15437357191251871, -0.46157465655304714] Predicted: 0.30057501614089727 Movie Vector: [-0.6458732512890616, -0.2646144748231274] User Vector: [1.3192534043437119, -0.7863421125214636] Predicted: -0.6439929804014606 Movie Vector: [-0.6789960352676248, -0.9040219279075011] User Vector: [-0.24846690639585384, -0.6432459610946313] Predicted: 0.7502164982054789 Movie Vector: [-0.11043309702389652, 1.101469256065474] User Vector: [1.3211170128498073, 0.08429597284782056] Predicted: -0.05304562075795881 Movie Vector: [0.6763162252894788, -0.7427672274324155] User Vector: [0.017480339598180752, 1.2241270473297399] Predicted: -0.8974192156763203 Movie Vector: [-1.160432212064421, -0.4952805447398068] User Vector: [0.2218255999457872, -0.9228141410774336] Predicted: 0.19963831884882105 Movie Vector: [-0.1710082418088188, -0.24989002929169016] User Vector: [0.4686334246528021, 1.6399798441791194] Predicted: -0.48995478930242287 Movie Vector: [-1.6019226327527996, 1.1926471506930767] User Vector: [-0.04236113487320828, -0.9713343166967879] Predicted: -1.0905998444763445 Movie Vector: [0.9431689563893909, 0.6699971830398904] User Vector: [-2.3477684864226416, 2.4804826930379966] Predicted: -0.5524259362684836 Movie Vector: [-0.09811457830315508, -0.8921429755589434] User Vector: [2.0432863660630045, -0.20174017796621088] Predicted: -0.020495097498291676 Movie Vector: [-1.7672042670134913, -0.8688354646928002] User Vector: [2.534540233017663, -0.13867142923736225] Predicted: -4.358567659045124 Movie Vector: [-0.2666555035345694, -1.0254263161688437] User Vector: [0.011027767105406705, 0.47314029592550344] Predicted: -0.48811112547227975 Movie Vector: [0.4659871117545359, -0.6798419628645416] User Vector: [-1.0003238009860946, 1.1715311135984892] Predicted: -1.2625940106665086 Movie Vector: [0.573545510040727, 1.352538910299393] User Vector: [-0.6651199401132456, -1.3217055556363897] Predicted: -2.1691347472476052 Movie Vector: [1.710824966430664, 0.3015422821044922] User Vector: [0.7190438332648912, -0.4228969586729154] Predicted: 1.1026368278943035 Movie Vector: [0.10747965282492808, -1.0625387602332321] User Vector: [1.6630233470012594, 0.08873142178896923] Predicted: 0.0844605970740619 Movie Vector: [-0.5196376017447328, 1.0059146758359099] User Vector: [-0.5936191238544198, 0.8867012882103238] Predicted: 1.2004126567628917 Movie Vector: [-1.0755526753446196, 0.7957133546766275] User Vector: [1.1495923876526135, -0.4266478238328063] Predicted: -1.5759365392630627 Movie Vector: [-0.517977711468007, 0.17563069498990325] User Vector: [1.2849921657681684, 0.9361161366450063] Predicted: -0.501186573608688 Movie Vector: [-0.8498398246701186, 1.0761322724311742] User Vector: [1.5479397741234031, -1.7111145430236692] Predicted: -3.156886447815027 Movie Vector: [-0.07456440524601564, 1.666354168296033] User Vector: [-0.0975981928427763, 0.5664796790658911] Predicted: 0.9512331256688543 Movie Vector: [0.006988199557540153, -0.15176571843747833] User Vector: [0.8314865046153272, -0.501997953013809] Predicted: 0.08199667361693765 Movie Vector: [-0.9544440704123985, -0.09265851963023547] User Vector: [0.5655059648041943, 0.6787708863716297] Predicted: -0.6026377203895038 Movie Vector: [0.88031955817303, 1.8134352822031339] User Vector: [0.6333177414248635, -1.0741598705962228] Predicted: -1.390397413751666 Movie Vector: [-0.9463102543494688, 0.8573151470286777] User Vector: [0.7053031511710209, -2.615176295219818] Predicted: -2.9094658544204215 Movie Vector: [3.0062914568092687, -0.6173637450604227] User Vector: [-0.8404924787257674, 0.1400603981991745] Predicted: -2.613233570272617 Movie Vector: [-0.3983652863225344, 1.3240683470208656] User Vector: [1.0602227631660923, -0.6037975187830718] Predicted: -1.2218251272447307 Movie Vector: [0.3325876388191283, -0.5948519437752844] User Vector: [0.584432446412035, -0.024655115524740104] Predicted: 0.20904115079536129 Movie Vector: [-0.819679095929323, -0.6963104658972334] User Vector: [1.1842790163090156, -0.8416411618830686] Predicted: -0.38468520386715344 Movie Vector: [-0.36589622497558594, -0.1335430145263672] User Vector: [-0.08111675299341725, -0.01588291224873306] Predicted: 0.03180136568372201 Movie Vector: [0.5827637739622857, -1.2213941234862855] User Vector: [0.9013477263296167, 0.7354487216138783] Predicted: -0.37299994405651926 Movie Vector: [0.010515368885271742, 0.39885035236604016] User Vector: [1.1114972743930873, 1.2180396909760587] Predicted: 0.49750336379684107 Movie Vector: [-0.5498630284694139, -0.3393781941586447] User Vector: [0.06070148978236886, -0.2827414960658313] Predicted: 0.06257879334419685 Movie Vector: [0.1840791287393156, -0.34968489477463016] User Vector: [0.4868688338002429, -0.24316908089175554] Predicted: 0.1746549452003524 Movie Vector: [-0.7561198417434496, 0.3100212855823409] User Vector: [-0.2731389307645899, 0.2967202221352854] Predicted: 0.2985153498283557 Movie Vector: [2.318382013537169, 0.9186551181162065] User Vector: [0.28944501776746406, -0.1696223365457978] Predicted: 0.5152196954854081 Movie Vector: [0.0808543616459003, -0.7618356106175677] User Vector: [1.738019094297739, 0.29704816193433004] Predicted: -0.08577544343223698 Movie Vector: [1.1387399958262203, -0.816209123984439] User Vector: [2.5075432891078084, -1.074492611241589] Predicted: 3.732450507521942 Movie Vector: [0.2528988757447881, 0.2483482941529147] User Vector: [0.37073141851072894, 1.2547039434633638] Predicted: 0.40536114297069537 Movie Vector: [0.6809552253684075, -0.41790366072159685] User Vector: [-0.37831828307674475, -0.8161313474463112] Predicted: 0.08344646601394917 Movie Vector: [0.008516311645507812, -0.05358695983886719] User Vector: [-0.9162134693384479, 0.9959987140645007] Predicted: -0.0611753025288359 Movie Vector: [0.25860790669777767, -0.9096991390658675] User Vector: [0.28982593439037246, 0.17629019079556923] Predicted: -0.08541975659306518 Movie Vector: [0.6123447418212891, 1.3827037811279297] User Vector: [0.8302397353280323, 0.8565138147184157] Predicted: 1.6926978265786796 Movie Vector: [0.5863716860752681, 1.2443512647122321] User Vector: [1.2795140221470365, -0.0044298501314220355] Predicted: 0.744758504909785 Movie Vector: [-0.1602458953857422, -0.5121326446533203] User Vector: [0.6631769090908297, -0.34175424869862] Predicted: 0.06875212961112384 Movie Vector: [0.3276379802987798, 0.6454028326537247] User Vector: [-0.9168316831611314, -1.093249877628092] Predicted: -1.0059754487643522 Movie Vector: [0.0840059411411572, 0.686453977078838] User Vector: [-1.3985385606772645, -0.7644165494599532] Predicted: -0.6422223285335602 Movie Vector: [0.07584095694523707, 0.5840595196223342] User Vector: [0.8679255128343338, -0.06892099141579315] Predicted: 0.02557034031233836 Movie Vector: [-0.5715794431189969, 0.9989078200071871] User Vector: [-1.026006998450448, -0.2655301806313382] Predicted: 0.3212043349299359 Movie Vector: [1.8152824096453908, -0.811392475667374] User Vector: [1.2232212374487745, 0.23608526809727792] Predicted: 2.028934185295382 Movie Vector: [-0.1553073495188871, -0.8756694821151487] User Vector: [1.1847314729704541, -0.4707408590521805] Predicted: 0.2282158992980148 Movie Vector: [0.331497633997268, -0.6499395407181119] User Vector: [-0.057307779318498335, 0.670913790904844] Predicted: -0.45505079437586143 Movie Vector: [1.76329949820439, 0.9593025768121388] User Vector: [1.6498815565740288, -0.8193273580679927] Predicted: 2.123252474956355 Movie Vector: [-1.121816635131836, 0.1330280303955078] User Vector: [-0.9154235568329918, 0.9910283687474142] Predicted: 1.1587719262073453 Movie Vector: [0.7975870745260156, 1.2411630888673932] User Vector: [-0.2228530690382971, -1.1887078477068482] Predicted: -1.6531250314041424 Movie Vector: [-0.3280464465907969, -0.6488856556459521] User Vector: [-0.10782801983509782, 0.795094321580097] Predicted: -0.48055270140904893 Movie Vector: [1.1220734347910504, 1.6431818079925484] User Vector: [0.6345923842959639, -0.9450073675462383] Predicted: -0.8407596584316922 Movie Vector: [-0.586008015326601, -0.8623753856235747] User Vector: [-0.39561240791684066, 0.3405538597678227] Predicted: -0.061853224140947405 Movie Vector: [-1.2994934212079206, -0.6316880823993548] User Vector: [-0.670592857126534, 0.6697772570242209] Predicted: 0.44834069502062407 Movie Vector: [0.11622390062630425, -0.7033486548938961] User Vector: [-0.8594990757036756, 0.2802714176589187] Predicted: -0.29702285977859016 Movie Vector: [0.19589494401162735, -0.15848152841310625] User Vector: [1.3942573589457241, -1.2208420918500298] Predicted: 0.4666088879359186 Movie Vector: [0.3225875760166448, -0.5456276855380543] User Vector: [-0.41514950054162025, 0.9707898971624189] Predicted: -0.6636119157966984 Movie Vector: [2.1154947554584185, -0.8544382496952034] User Vector: [-0.5654119652187705, 0.4547224805802026] Predicted: -1.5846583274977561 Movie Vector: [-0.19188372569302475, 1.0972290319302798] User Vector: [1.1279195051377542, -0.6035731507218436] Predicted: -0.8786873807933023 Movie Vector: [-0.014207862002150082, 0.6833827350287994] User Vector: [-0.2607577478916917, -1.1681701655381402] Predicted: -0.7946025126064631 Movie Vector: [-0.368145061554814, -1.5171539459865455] User Vector: [0.3794013187171743, 0.0035788302722523924] Predicted: -0.14510435830267557 Movie Vector: [1.8687346843832142, -0.8010760306731652] User Vector: [0.08467671223418646, 0.15142956983166864] Predicted: 0.0369317103842627 Movie Vector: [0.35897045872183675, 0.926142075194956] User Vector: [-1.4250278629135806, -1.1914866212018604] Predicted: -1.6150287975684043 Movie Vector: [1.305608039589449, -2.105599044010369] User Vector: [0.4319820973809997, -0.2981309335137173] Predicted: 1.1917435078957475 Movie Vector: [0.9360513251017694, 0.40097901317351103] User Vector: [0.13537559573650718, -0.5358930662097736] Predicted: -0.08816336707972305 Movie Vector: [1.4764158824889286, 1.0907628853676397] User Vector: [-1.279077661778581, 0.4332258547243197] Predicted: -1.4159038914717383 Movie Vector: [0.701648029588643, 0.11467666638675669] User Vector: [0.09044683835258883, 0.6990458441663602] Predicted: 0.14362609297313084 Movie Vector: [1.1689301328727604, -0.829145721860849] User Vector: [0.28442151945854555, -0.6137207165224927] Predicted: 0.8413327910545498 Movie Vector: [-0.2615459953257152, 0.943518726889357] User Vector: [-0.4904793911281158, 1.868760516828054] Predicted: 1.8914934642380563 Movie Vector: [0.046702284458115334, -0.18044945797362122] User Vector: [0.7046997418884319, 0.6680715388499929] Predicted: -0.08764205926985026 Movie Vector: [0.2718573424504022, -1.224320158808793] User Vector: [-0.33175958745290135, 0.6025053921875536] Predicted: -0.8278507772236074 Movie Vector: [-0.7871002363639302, 0.6886601011128388] User Vector: [-0.9578902209534148, 0.9960641798670662] Predicted: 1.4399052781452608 Movie Vector: [0.9529826465517295, 0.40022245630748304] User Vector: [1.010155064635088, -0.744679062434412] Predicted: 0.6646229633953258 Movie Vector: [-1.3172871373255106, 0.05444260659709131] User Vector: [-0.2145545222007027, 2.640973273306849] Predicted: 0.42641138130208367 Movie Vector: [1.3361132568812315, 0.07101345581419759] User Vector: [-0.5339773192966775, 0.24265171472521932] Predicted: -0.6962226383643144 Movie Vector: [-0.7598315146217135, -0.11934683204660292] User Vector: [0.4340815573084159, 1.5894900721573477] Predicted: -0.5195294518405116 Movie Vector: [-0.2649245300637425, -0.9511598493131289] User Vector: [-0.299140755912838, 1.0107848747400014] Predicted: -0.8821682649625684 Movie Vector: [-0.03526590493181155, 0.5890446848886] User Vector: [-1.2077613695479834, -0.9290192549811485] Predicted: -0.5046410566670188 Movie Vector: [-0.21827833631118437, 1.623042820423146] User Vector: [0.15133221171479952, 0.7490114795911957] Predicted: 1.1826451609616095 Movie Vector: [-0.4094286787777775, -1.503675707682999] User Vector: [-1.18280957471933, -0.5730715563099085] Predicted: 1.3459899394103394 Movie Vector: [-0.3715813508053108, 0.08948469719705966] User Vector: [0.23725834926357947, 0.4459336837064267] Predicted: -0.0482565372527601 Movie Vector: [0.3833243278025589, -1.124325958836105] User Vector: [-0.6901166145890745, 1.7203888912030663] Predicted: -2.1988163770656053 Movie Vector: [1.1051297586317594, -1.6739591736520465] User Vector: [-0.9315504097256, 0.6378495090765682] Predicted: -2.0972181165815442 Movie Vector: [-0.8898766627205621, 0.40648601019820174] User Vector: [0.8780767744633992, 0.009254986702648793] Predicted: -0.7776180070527282 Movie Vector: [-0.9501382546788837, 0.10771196510520367] User Vector: [-0.6823044228643627, -1.138275127674292] Predicted: 0.525677682667854 Movie Vector: [0.680353761391403, -1.0468241742618098] User Vector: [1.3939243145869487, 0.20745405085220714] Predicted: 0.7311937350435347 Movie Vector: [-0.37528038024902344, -1.1957263946533203] User Vector: [-0.1629197836285507, -0.045738982256390004] Predicted: 0.11583190669875654 Movie Vector: [0.3744669282914258, -0.5162355126543057] User Vector: [0.25999178856040855, -0.5133898760716031] Predicted: 0.36238841230856456 Movie Vector: [-0.2931499481201172, -0.2748584747314453] User Vector: [-0.014034427366004604, 1.2381660604004943] Predicted: -0.33620624317168263 Movie Vector: [0.10042627754542356, -0.12610556311647597] User Vector: [0.5084519381405157, 0.8880751079295457] Predicted: -0.060929276116972575 Movie Vector: [-0.9407414571190753, -0.5730729575992397] User Vector: [1.1911101704011982, -0.33228293388803204] Predicted: -0.9301043536096061 Movie Vector: [-0.47850401486493954, 1.2059363330673982] User Vector: [-0.5659399493970019, 1.3561671655497458] Predicted: 1.9062557966083937 Movie Vector: [0.41781160646150695, -0.3315496189855186] User Vector: [-0.2933716120939793, -0.648645675078942] Predicted: 0.09248416188984018 Movie Vector: [0.49862933139852794, -0.12446011352937356] User Vector: [-0.8553151104353818, 0.9929061195721862] Predicted: -0.5500624100174165 Movie Vector: [-0.676121952740182, -0.7848028712359019] User Vector: [-0.415583287657697, 0.5207246796241689] Predicted: -0.127681239715136 Movie Vector: [0.12742956512641057, -1.7303712768198436] User Vector: [-0.3193595640774661, 0.3553430883968734] Predicted: -0.6555713239477559 Movie Vector: [-0.5609324971600539, 0.4226074334307107] User Vector: [-1.708910347639431, -0.39944123313626756] Predicted: 0.7897765143819256 Movie Vector: [-0.14681617367248695, 1.6930656873271102] User Vector: [0.010363297064547694, 0.12490089926827622] Predicted: 0.20994392724577002 Movie Vector: [-0.8102321624755859, 0.4654216766357422] User Vector: [-0.061469252206070205, -0.3581458852470263] Predicted: -0.11688449325118165 Movie Vector: [0.24174039200700026, -0.274542256875805] User Vector: [-0.2930662056967265, 1.656317912742606] Predicted: -0.5255751973173086 Movie Vector: [0.007630691344700447, 0.20672661426084837] User Vector: [-0.13088343490684617, -1.3019887878345897] Predicted: -0.2701544650085391 Movie Vector: [-1.6399193015603863, -0.05265172258522625] User Vector: [0.6452319949227214, -0.9929423178682426] Predicted: -1.005848278994554 Movie Vector: [1.3536324697909092, 1.2498184636296295] User Vector: [-0.7027309281286607, -0.8759603524918224] Predicted: -2.046030823793055 Movie Vector: [-0.3870148050330481, -0.26780204835324845] User Vector: [-0.3063903378009359, 0.027025169292897167] Predicted: 0.11134020115430776 Movie Vector: [-1.1827968290836814, -1.020999505325097] User Vector: [-0.6315261714523271, 0.029804243862195365] Predicted: 0.7165370348372798 Movie Vector: [0.28100054885412007, 0.738621791466202] User Vector: [-0.2328354347346534, 0.8113679075264548] Predicted: 0.5338671324422486 Movie Vector: [-0.9421634674072266, 0.25452613830566406] User Vector: [0.05629423526231581, -1.5778351969953615] Predicted: -0.4546386714637677 Movie Vector: [-0.6734268638553134, -0.17145314508151713] User Vector: [-0.48008781308100845, -0.8853615391889591] Predicted: 0.47510205076645934 Movie Vector: [-2.44520273019408, -0.637644510602359] User Vector: [-1.1025192940602309, -0.9573768659900745] Predicted: 3.3063492911039876 Movie Vector: [1.1828480796056087, -0.5171872302504339] User Vector: [-0.7051978840016593, 0.31408678527850853] Predicted: -0.9965836373697561 Movie Vector: [0.955615985847266, -0.3983067125775548] User Vector: [0.393118645116406, -1.1143296646537717] Predicted: 0.8195154470637487 Movie Vector: [2.958364486694336, 0.6489849090576172] User Vector: [-0.7901901793971955, 0.7818274685247817] Predicted: -1.830276335903987 Movie Vector: [0.8891010284423828, 0.4882335662841797] User Vector: [-1.288878664242676, -1.0059744844733147] Predicted: -1.6370938560609034 Movie Vector: [-1.0261091024107312, -0.019028714719883294] User Vector: [-0.6945977477943109, 0.7130600309413551] Predicted: 0.6991644556188017 Movie Vector: [1.2130074370962565, -1.9514331425359677] User Vector: [1.3025453785906314, 0.20062907080296682] Predicted: 1.1884830132646902 Movie Vector: [0.014111107276812196, -0.2661603734531668] User Vector: [-0.7309105769188771, 0.7538487062059092] Predicted: -0.21095861073161037 Movie Vector: [-1.2476898271655892, -1.0179369454072171] User Vector: [0.7317681357158098, -0.8885565049877755] Predicted: -0.008525164267575214 Movie Vector: [-0.8543482128660864, 0.7585880522466019] User Vector: [-0.28341350220559036, 0.14576513172262678] Predicted: 0.35270950647040156 Movie Vector: [-0.001100303220033516, 0.6250816491464893] User Vector:
avg loss: 15.33386519965812: 6%|██▉ | 4409/70000 [00:07<01:43, 636.06it/s]
[-1.4836352993366704, 0.7246650918136825] Predicted: 0.45460729936700434 Movie Vector: [-0.3396356076898942, -0.12435770227909826] User Vector: [-0.6575661871913401, -1.0005436963686896] Predicted: 0.3477582066933035 Movie Vector: [0.00478475513965923, 0.20744124236272193] User Vector: [1.405982335696058, -1.0115503293598622] Predicted: -0.20310997582783857 Movie Vector: [-0.3405415583033021, 1.2226484096070733] User Vector: [-1.928853753270264, 0.3995828041756997] Predicted: 1.1454041429095827 Movie Vector: [-0.44770240783691406, 0.6492137908935547] User Vector: [0.01538706120246465, 0.4854376546454761] Predicted: 0.30826399566498836 Movie Vector: [-0.34978725724098503, -0.48857486517657067] User Vector: [1.203383018371253, 0.9637873490495558] Predicted: -0.8918103195272297 Movie Vector: [-0.3144485082078715, -1.5166474352256356] User Vector: [0.4949855353559572, 1.4723017611038636] Predicted: -2.3886101530335164 Movie Vector: [-0.8627649800165003, 0.01738293231327384] User Vector: [0.187661932825548, -0.9783457428624094] Predicted: -0.1789146615512486 Movie Vector: [-0.15920161761743884, 0.400432379988939] User Vector: [-0.6550503292976554, 0.4926804165028171] Predicted: 0.3015702637991875 Movie Vector: [1.3414600495951488, -0.20433888978097867] User Vector: [1.1114987092724518, 1.294339738859459] Predicted: 1.2265471684276232 Movie Vector: [0.23571844214494528, 0.645640234878214] User Vector: [-1.8324098053905111, -0.7892675630955867] Predicted: -0.9415156795165638 Movie Vector: [-1.2958203105848458, -1.5796022489767287] User Vector: [-0.12664195387536606, -0.036351327040233694] Predicted: 0.22152585394989027 Movie Vector: [0.22876844861737694, 0.4651268953043878] User Vector: [-0.9179941286153409, -0.11125354005592084] Predicted: -0.26175510632102517 Movie Vector: [1.8876462181243425, -0.7672560423467885] User Vector: [0.456403645523696, -0.289123575589196] Predicted: 1.083360425766687 Movie Vector: [0.5634785216981606, -0.5773956557404786] User Vector: [-1.7256829919402972, -0.7178019545825636] Predicted: -0.5579295709601809 Movie Vector: [0.670832765119195, 0.8197651812160995] User Vector: [-0.22766040618703573, -0.9085904048457025] Predicted: -0.8975528376701548 Movie Vector: [0.34136614112220226, -0.4255915067516253] User Vector: [-0.6887102219395824, 0.5773435695693133] Predicted: -0.48081487050129657 Movie Vector: [2.049731901961788, -0.8015496486192608] User Vector: [-0.7306397460476606, -0.6000883850142812] Predicted: -1.0166149621664522 Movie Vector: [0.8783245086669922, 0.9258747100830078] User Vector: [-0.09017331045822713, -1.5382668841823528] Predicted: -1.5034438340257261 Movie Vector: [1.1459783953829907, -0.4830244389519458] User Vector: [-0.014676571812720009, 0.413657524310443] Predicted: -0.21662572781396672 Movie Vector: [-0.8489979977767916, -1.5639932678406612] User Vector: [0.4054251445113669, 0.037275947836244536] Predicted: -0.40250446740678303 Movie Vector: [-0.8434556952773191, -1.2087050306396834] User Vector: [-1.0291572894079968, -0.33520650667914] Predicted: 1.2732143680135741 Movie Vector: [1.72977425351699, -1.2585787728014903] User Vector: [1.606251600454089, 0.43309560195477903] Predicted: 2.233367731921974 Movie Vector: [-1.958466452171217, -1.144315941882722] User Vector: [-0.7422293639795494, -0.05990612783708925] Predicted: 1.5221828462707725 Movie Vector: [0.12107637568155014, 0.5137004185660684] User Vector: [1.3428307841489338, -0.21947752456718841] Predicted: 0.04983938826235762 Movie Vector: [1.00740695978631, 0.49460006959424374] User Vector: [-0.6123164280785527, 0.9228955371531922] Predicted: -0.16038763433364167 Movie Vector: [-0.37548199842621494, 0.2672989486164031] User Vector: [-0.7880970958289966, -1.126281992314634] Predicted: -0.005137719895521642 Movie Vector: [-0.16458641934761603, -0.8831275344586141] User Vector: [0.6697562422609608, -0.4608900326268433] Predicted: 0.29679189642084836 Movie Vector: [-0.24983210546760054, -0.09361582255135342] User Vector: [-0.4343870374445201, -0.07361243630525893] Predicted: 0.11541511692732383 Movie Vector: [0.052716471183415214, 0.4437908048950553] User Vector: [-0.4415316515381236, 0.7195358923587647] Predicted: 0.2960474222359028 Movie Vector: [-0.022412667510041076, -0.7290884305656015] User Vector: [0.7489556818374244, 0.26245698374604476] Predicted: -0.20814044504716364 Movie Vector: [-1.0967613527505924, 1.0278179536241836] User Vector: [-0.03864586112868977, -0.5867634600462162] Predicted: -0.560700731836434 Movie Vector: [-0.5838212642981604, -0.4212983598792852] User Vector: [-0.42014885025101384, -0.49973499953172307] Predicted: 0.4558293686239556 Movie Vector: [0.3047245814913635, 1.8716565587888125] User Vector: [-0.8219772861473735, -1.1021632881184718] Predicted: -2.3133478315798466 Movie Vector: [0.49942386202465694, 0.02941100682330937] User Vector: [0.7055742821829759, 0.12705485357390092] Predicted: 0.3561174441184935 Movie Vector: [-0.46376179211787383, 1.1800250402793762] User Vector: [-0.6202895562829371, 1.0238081203628497] Predicted: 1.4957858147232999 Movie Vector: [-0.171039853980019, 0.7080867247262632] User Vector: [-0.3689446492808801, 1.2748408504472182] Predicted: 0.9658021212801258 Movie Vector: [0.045777460481917026, -0.9555684620627201] User Vector: [-0.5659714623150215, -0.47587636703529745] Predicted: 0.428823711929895 Movie Vector: [0.2357135451662947, -0.3605760066829252] User Vector: [1.0857931731374368, -0.36268646628551976] Predicted: 0.3867121958487597 Movie Vector: [-0.1416190800700407, -0.3187545568501614] User Vector: [0.20993428479997822, -0.9294293403745248] Predicted: 0.2665291372260846 Movie Vector: [-0.3254087972304407, 0.042315552684934477] User Vector: [1.5150165557861328, -0.03926277160644531] Predicted: -0.49466114108303944 Movie Vector: [0.18985164266198773, -0.00741588065702764] User Vector: [-0.469045585648289, 0.9932362946280715] Predicted: -0.09641479674387185 Movie Vector: [0.3760082406768994, -0.27026883252758105] User Vector: [0.27915790365234305, 1.1428163558782878] Predicted: -0.20390197007328054 Movie Vector: [0.22823558077964856, 0.11391148406259057] User Vector: [-0.3999950370055039, 1.403386138775036] Predicted: 0.06856869820080481 Movie Vector: [-0.8216789466050167, 0.48410454455864355] User Vector: [2.1579381728908196, 0.10837147998278368] Predicted: -1.7206692387794713 Movie Vector: [0.9504700184221412, -1.3386473997772566] User Vector: [0.35281504101204253, 1.5692112261332396] Predicted: -1.765280409034217 Movie Vector: [-0.10152185804707087, 1.1550158311849015] User Vector: [-0.9109831822186375, -0.9228980655929556] Predicted: -0.9734771710213159 Movie Vector: [0.7746602957890906, -0.7680936508692187] User Vector: [1.3534561111979087, -0.17439660005375748] Predicted: 1.1824216326725936 Movie Vector: [-0.6042704749077847, -0.4114125101253602] User Vector: [-0.32565420023853126, 1.5480765150995437] Predicted: -0.4401148267093712 Movie Vector: [-0.12935892163697826, -0.3620311180734396] User Vector: [0.21055102689152883, -0.8175288268591702] Predicted: 0.26873422145684617 Movie Vector: [-0.44332806514185363, -0.2867018869136491] User Vector: [0.04766691266277012, 0.09981350698360222] Predicted: -0.049748800953739056 Movie Vector: [-0.5381224532264361, 0.5343323369973871] User Vector: [-0.013406446376071052, -0.9742946303266009] Predicted: -0.513382816933478 Movie Vector: [-1.5396199141847862, 0.20158279916283728] User Vector: [1.611301896166468, -0.6850994571699325] Predicted: -2.618896753382856 Movie Vector: [0.5142899279388357, 0.9697654626442902] User Vector: [-0.032510708200658794, -0.484676700624451] Predicted: -0.4867426545917362 Movie Vector: [-0.5035760384411079, 0.30886974681204243] User Vector: [2.002750881289116, -1.217750880758213] Predicted: -1.3846637610039414 Movie Vector: [0.9203248827443639, 0.6258519135472731] User Vector: [-0.6671297655731543, 0.23049444223973833] Predicted: -0.4697207355386365 Movie Vector: [-0.29994779234990077, 0.10418969954351792] User Vector: [-0.5606748758736588, -0.5864384407430452] Predicted: 0.10707234630257159 Movie Vector: [1.3378123222549232, 0.8875771787794635] User Vector: [1.869831893524315, -0.46547132996693297] Predicted: 2.0883424178473087 Movie Vector: [1.077398042829758, 0.2793443099641026] User Vector: [-1.294367336133075, 0.24448171867731072] Predicted: -1.3262542576497913 Movie Vector: [1.750802993774414, -1.5021610260009766] User Vector: [1.1545770001708078, 1.382002480028403] Predicted: -0.0545533948932273 Movie Vector: [-0.29326438903808594, -1.9299983978271484] User Vector: [0.39656639099121094, -0.22103309631347656] Predicted: 0.3102947213847074 Movie Vector: [0.36199034039608347, 0.034159427600252895] User Vector: [-0.018850121649782788, 0.9063704981119407] Predicted: 0.024137535456747537 Movie Vector: [-0.023638085926943164, -0.8178093762264433] User Vector: [-0.2527810105310491, -0.7949216852785209] Predicted: 0.6560696668341327 Movie Vector: [-0.03073255537172409, -0.23304451397337222] User Vector: [0.4862395509864229, -1.7042896512764911] Predicted: 0.3822319695269654 Movie Vector: [0.02704010709445337, -0.22210907952502895] User Vector: [-1.4837613310069844, 0.7962636138303525] Predicted: -0.2169784436201702 Movie Vector: [-0.45441752075534647, -0.2618567897126851] User Vector: [1.4168163720023252, -0.23721976822932145] Predicted: -0.581708576165964 Movie Vector: [1.4730683508691609, 0.002298356215093684] User Vector: [1.6899903534972813, 0.8861810325101912] Predicted: 2.4915080626947983 Movie Vector: [1.5059613947252126, -0.5548511992538744] User Vector: [0.5789262205474285, -0.3710354178761932] Predicted: 1.0777099851128698 Movie Vector: [0.8179922418441471, -0.03052672485881336] User Vector: [-0.4138994475559385, 0.9142706220248532] Predicted: -0.36647622472938496 Movie Vector: [1.354554638105046, -0.3552202265504615] User Vector: [1.2987153198103467, -0.09672980234801351] Predicted: 1.7935412423314259 Movie Vector: [0.8461817930544666, 0.6514684742014384] User Vector: [0.5466661965919216, -0.4214059088200175] Predicted: 0.1880463179959705 Movie Vector: [-0.6353092193603516, 0.2690601348876953] User Vector: [-0.728669200777892, -1.0265780908624982] Predicted: 0.18671902151791736 Movie Vector: [-1.0090094786654777, 0.3995451736585576] User Vector: [0.27073618893127094, -0.5282019745896828] Predicted: -0.4842159305136478 Movie Vector: [0.6384535409644573, -1.1759544260728323] User Vector: [-0.492133991346145, 0.49442598263503645] Predicted: -0.8956271120489983 Movie Vector: [2.0440337348468742, 1.554943295815812] User Vector: [0.04706382751464844, -0.6064319610595703] Predicted: -0.8467672610870585 Movie Vector: [0.2897980841174489, -0.4024867572628845] User Vector: [1.2826736209849678, 0.25861465643896947] Predicted: 0.26762738345865866 Movie Vector: [-0.0897389821198876, 1.0878253019291415] User Vector: [-0.18677795004489556, -0.11977591681308608] Predicted: -0.11353400975156695 Movie Vector: [0.5228467777260013, -0.221544252383432] User Vector: [-0.7555059462232647, 0.5542168142207275] Predicted: -0.5177973993005262 Movie Vector: [-0.9695998813397955, 0.7840422942195234] User Vector: [-0.16104098346003198, -0.3944376701402426] Predicted: -0.15311049736966845 Movie Vector: [-0.5329827916686479, 1.4748826653119749] User Vector: [0.7910595535069745, -0.08582750440061987] Predicted: -0.548206627651763 Movie Vector: [-2.094735789561161, 0.23930394970400112] User Vector: [0.3714485177340292, 0.2902278324452559] Predicted: -0.7086338374587338 Movie Vector: [-0.22359757531537386, 0.0300121390410919] User Vector: [1.124119712648455, -0.42131538621928344] Predicted: -0.2639950180637738 Movie Vector: [-0.5444250071598574, 1.136259598112369] User Vector: [0.1138361478629358, 1.0278193459940923] Predicted: 1.105894351396036 Movie Vector: [0.6104139977651878, 0.5786344847991054] User Vector: [-0.8741211489326298, -0.02205197860413846] Predicted: -0.5463358203294723 Movie Vector: [0.15463829040527344, -0.7834529876708984] User Vector: [-0.34315994477495243, 0.11743541839529101] Predicted: -0.1450707965957394 Movie Vector: [0.3662256665295959, -0.44560631517668664] User Vector: [-0.2636959955444717, 0.4054020957441643] Predicted: -0.2772219757789229 Movie Vector: [-0.34075640331478096, -0.07936338670394774] User Vector: [2.521253407965458, -1.0843195464010988] Predicted: -0.7730779716717641 Movie Vector: [-0.4465929430466226, 0.16567317584509128] User Vector: [1.0131600553285576, 0.4450367173502307] Predicted: -0.3787394845553726 Movie Vector: [-0.38452020678861265, 0.3881041080198142] User Vector: [-0.28027927251081275, 0.8936880878032804] Predicted: 0.4546170619892451 Movie Vector: [-0.5166912078857422, 0.5422496795654297] User Vector: [0.4175853729248047, 0.5766582489013672] Predicted: 0.09693005995359272 Movie Vector: [0.0026698659517007672, -1.1974780080407572] User Vector: [0.18275942901827252, 0.8265370334112995] Predicted: -0.9892719771643915 Movie Vector: [-0.32716496704046794, 0.49765118736756464] User Vector: [0.06116936309159071, -0.5700259305537834] Predicted: -0.30368655383013793 Movie Vector: [1.3778032177018076, -1.9260499007091718] User Vector: [-0.5580738268304389, 0.13083059791455773] Predicted: -1.0209021744451956 Movie Vector: [0.9036651064622271, -0.24237956034298905] User Vector: [-0.749117439904044, -0.6546489838038485] Predicted: -0.5182777582102376 Movie Vector: [0.04916191101074219, 1.2615108489990234] User Vector: [-0.21162651007257932, -0.20092939846636568] Predicted: -0.26387857970387013 Movie Vector: [0.23956128529037934, 0.9253217035977559] User Vector: [-0.12334509155940471, -1.2284385554164803] Predicted: -1.1662495655313743 Movie Vector: [-0.019130436094104142, -0.8026815544904372] User Vector: [-0.4009398314139585, 0.555600359200028] Predicted: -0.43830000617567816 Movie Vector: [-0.8516682488702566, 0.6462454392609225] User Vector: [-1.1560839680426644, 0.5895974076286329] Predicted: 1.3656246442899407 Movie Vector: [0.18205720018171534, 0.06276835003930908] User Vector: [0.2543397453266044, 0.30026842711745977] Predicted: 0.0651517356681536 Movie Vector: [-0.018289734265278357, 0.013796690122320265] User Vector: [0.697743192121395, 0.60756553349097] Predicted: -0.00437914417473027 Movie Vector: [1.1189892207853607, -0.3563228624458327] User Vector: [0.694447435751398, 0.6100516565092707] Predicted: 0.5597038425206434 Movie Vector: [1.3068049110331494, 0.06449488217343123] User Vector: [-0.8589678628907058, 0.5766618154225206] Predicted: -1.0853116858056309 Movie Vector: [-0.14274932132694743, 0.5942799978045119] User Vector: [0.4448874574782979, 1.1117481035499772] Predicted: 0.5971822779149525 Movie Vector: [-0.052975315878258, -0.9599322611243305] User Vector: [-1.2413129523799404, 0.28643913082147626] Predicted: -0.20920321676784726 Movie Vector: [-0.02562908070111128, -0.9501307889911306] User Vector: [-1.401772949023834, -0.21640163293113177] Predicted: 0.24153600627099184 Movie Vector: [0.796623535938951, 0.8265129239457193] User Vector: [-0.5618969428644408, -0.5350591150626989] Predicted: -0.8898536031322378 Movie Vector: [-0.6705187504928861, 0.48465870032305] User Vector: [-0.27140439271378103, 0.3347155772583519] Predicted: 0.34420455093263724 Movie Vector: [-0.2089214324951172, 0.6013774871826172] User Vector: [-0.19485919216778913, -0.6705749260697] Predicted: -0.3625584024449297 Movie Vector: [0.32955083989028255, 0.5077693113246249] User Vector: [0.7105583472243506, 0.07416511699869499] Predicted: 0.27182387050157336 Movie Vector: [1.3250527896261215, 0.7591403037797975] User Vector: [0.7007857861774757, 0.05776031187106906] Predicted: 0.9724263416050181 Movie Vector: [-0.8139069738093803, 0.3727974362217463] User Vector: [-0.0724019541328293, 0.34093359282087615] Predicted: 0.18602762471162804 Movie Vector: [0.9775834449483426, -0.302030492700412] User Vector: [0.21112429534764646, -0.8531465853818454] Predicted: 0.46406789948679644 Movie Vector: [-1.6356182098388672, -1.992635726928711] User Vector: [-0.13865180773657748, -0.3138099083928337] Predicted: 0.85209025648881 Movie Vector: [0.044835981360030225, 0.2967204510641388] User Vector: [1.4633859040173667, 0.10057719483291884] Predicted: 0.09545565373264309 Movie Vector: [0.10674153805528956, 0.019644456018079987] User Vector: [0.24182670531475636, -0.293247014576506] Predicted: 0.02005227638785893 Movie Vector: [1.0811167154627732, -0.41199096616666364] User Vector: [0.865116366099994, -0.39715087373251573] Predicted: 1.0989143363941092 Movie Vector: [0.4475114866247153, -0.3706883350158306] User Vector: [-0.17546598244876616, 0.38814046874066066] Predicted: -0.22240218676745308 Movie Vector: [0.4315818246836892, 0.5741229782884344] User Vector: [0.16753433465529327, -0.5737735965804927] Predicted: -0.2571118322843598 Movie Vector: [-0.5208751234025321, -1.444309719103365] User Vector: [0.47017829339911454, 0.5588890162249337] Predicted: -1.0521130146292457 Movie Vector: [1.947548640170487, -0.8052031591551163] User Vector: [0.32729786002590994, -0.211143506675975] Predicted: 0.8074419208347557 Movie Vector: [-1.3116545233440047, -1.5841473039827443] User Vector: [-2.359012278687639, 1.0506051023342864] Predicted: 1.4298958855513146 Movie Vector: [-0.715167702961183, 0.5397230261063367] User Vector: [-1.0072807569889384, -1.4434428385426537] Predicted: -0.058684671616980766 Movie Vector: [-0.3125659262563829, 0.36160543852299704] User Vector: [-1.0846179319841642, 0.2988648716422706] Predicted: 0.44708577151423534 Movie Vector: [0.23114857063107846, -0.1367272430204793] User Vector: [-0.33455664659267603, -0.8241461709028802] Predicted: 0.03535094313841164 Movie Vector: [0.011099990961231168, -0.37164125494366634] User Vector: [-0.2044058771997422, -0.015645577751327605] Predicted: 0.00354563876048243
avg loss: 15.332763779451684: 6%|██▉ | 4536/70000 [00:07<01:49, 596.28it/s]
Movie Vector: [1.8847916792728592, -0.9370182053090834] User Vector: [1.558159553317833, 0.21606049838249317] Predicted: 2.7343535406404165 Movie Vector: [-0.3729374257415734, 0.027846120334763885] User Vector: [0.5002209001135163, 0.008033869187538512] Predicted: -0.18632738270231752 Movie Vector: [-0.2627121727341347, -0.9867309875411425] User Vector: [-1.0740527389898986, 0.9566619952803042] Predicted: -0.6618013066549295 Movie Vector: [-0.4162958938946654, -0.668631126699726] User Vector: [0.05467060587997607, 0.3430495144167424] Predicted: -0.252132732082828 Movie Vector: [1.0016763044480073, -0.39938897425449926] User Vector: [-1.5771591513333716, -1.1850423143783757] Predicted: -1.1065101158462096 Movie Vector: [0.11171624702341, 0.49390569580651555] User Vector: [0.3713150060755753, -0.2369049415951865] Predicted: -0.07552678107633455 Movie Vector: [0.24468381396615546, 0.8651756952043572] User Vector: [-0.043719252195037285, 0.18502124023643507] Predicted: 0.14937848677830015 Movie Vector: [0.23527146282450173, -0.6717376309259371] User Vector: [0.7149480008458402, 0.5896972562317225] Predicted: -0.22791497586216863 Movie Vector: [-0.029278972190119462, 0.5469727000753459] User Vector: [-0.07870716429868799, 0.11257126280423141] Predicted: 0.06387787244158626 Movie Vector: [1.000524935922741, -0.3413519986989859] User Vector: [1.750321775082706, 0.12052765931786333] Predicted: 1.7100982244521397 Movie Vector: [0.18651563352562958, -0.24667593059322843] User Vector: [0.5382214369989005, -0.46946677486322885] Predicted: 0.2161928658709133 Movie Vector: [-0.16165242334266866, 0.6345832306649126] User Vector: [0.6262031750284595, -0.09936444386481957] Predicted: -0.16428227054918332 Movie Vector: [-0.27940005962235176, -0.035785452420794506] User Vector: [-0.5648472204875878, 0.3000500174116289] Predicted: 0.1470809214598093 Movie Vector: [0.5324420504487333, 0.7511148584107155] User Vector: [0.137055138768167, -1.0498046816324034] Predicted: -0.7155499756929704 Movie Vector: [-0.9530607360383453, -0.7847635139258703] User Vector: [1.2946803613132223, -0.07120371851768162] Predicted: -1.178030937739046 Movie Vector: [0.016080299639171337, -1.5235722638210492] User Vector: [-0.8690008367056162, 0.9799402743809033] Predicted: -1.50698361608885 Movie Vector: [-0.0021892490595545044, -0.005261497781032076] User Vector: [1.6178222236909836, -0.033067740450670985] Predicted: -0.003367829938736913 Movie Vector: [-2.1382938464669685, 0.7963561063036924] User Vector: [2.2318172454833984, -0.6388759613037109] Predicted: -5.281053855410862 Movie Vector: [0.1330278536913433, 0.9359843190329356] User Vector: [0.6895352799877441, -0.6969320672250452] Predicted: -0.5605900880126209 Movie Vector: [-0.13482275649763176, 0.43678196016893867] User Vector: [0.38784272035510625, -2.5455179704889472] Predicted: -1.1641263534412365 Movie Vector: [-0.7782847226811871, 0.056273092753546194] User Vector: [1.1114015326922153, -0.41960830247896147] Predicted: -0.8885994905843638 Movie Vector: [0.40627555975474716, -0.27947218154324294] User Vector: [-0.04485307062026988, 1.209270386590963] Predicted: -0.3561801393891866 Movie Vector: [0.1933417087946192, 0.0361828961167065] User Vector: [-1.0813075721261158, 0.12060500940731075] Predicted: -0.20469801520088507 Movie Vector: [-0.8698269463680772, 0.2300491590033139] User Vector: [1.3231259826621071, -0.2912085856912468] Predicted: -1.2178829233920578 Movie Vector: [0.49871150973607753, -0.5804237677379274] User Vector: [-0.3193182570897693, 2.3335137810914532] Predicted: -1.5136745509690102 Movie Vector: [-1.1122063142520957, 0.7412855305497374] User Vector: [-1.6088117922130958, -0.5243666102906891] Predicted: 1.4006252528307348 Movie Vector: [1.2280187975240668, 1.4271860941321042] User Vector: [-0.6205593331115123, 0.22402976444003822] Predicted: -0.4423263615594227 Movie Vector: [-0.6306892999289964, -0.20263705270886534] User Vector: [0.5994027189583029, 1.221915732848921] Predicted: -0.6256422839584477 Movie Vector: [0.311672153481864, 0.9393057401913945] User Vector: [0.642039489309369, -0.4093076962784701] Predicted: -0.18435923836543555 Movie Vector: [-0.5318260218482366, 1.3337123544438896] User Vector: [0.39043535054016565, 0.9680355123722466] Predicted: 1.083437243124588 Movie Vector: [-0.24178504943847656, 0.5795192718505859] User Vector: [-0.6397277753494801, -0.6786005413309634] Predicted: -0.23858547979949268 Movie Vector: [1.5033817291259766, 0.3997516632080078] User Vector: [1.21855443482526, 1.2780323966387497] Predicted: 2.342848049451783 Movie Vector: [-0.4696160865025292, 0.9561049214825523] User Vector: [-0.7283368692165577, -0.21776915275745315] Predicted: 0.13382855147849754 Movie Vector: [-0.05460519413160106, 0.8145470891807046] User Vector: [0.28421123798718095, -0.3901527721419227] Predicted: -0.33331721470865855 Movie Vector: [-0.16230273324485345, -0.3107660228066424] User Vector: [0.9916814923074019, -0.7243964819760694] Predicted: 0.06416519692900027 Movie Vector: [-0.15532493591308594, 1.3936328887939453] User Vector: [0.7436606129867422, -0.7976425297654219] Predicted: -1.2271299000351474 Movie Vector: [0.23853796246661724, 0.12944841072705032] User Vector: [0.750286357585729, -0.3218000775769153] Predicted: 0.1373152703908264 Movie Vector: [-0.27114934495572557, 1.2017886447790405] User Vector: [0.5020363156537198, -0.027481207211566744] Predicted: -0.16915342090517277 Movie Vector: [0.16310576306645294, 0.4611183586464761] User Vector: [0.6484251500813772, 0.8057668044950145] Predicted: 0.4773157452360594 Movie Vector: [-0.5591507051987747, 0.16167200521425598] User Vector: [1.3465037639876656, 0.9736171438919359] Predicted: -0.5954918932225217 Movie Vector: [-0.359638868597181, -1.704603425464308] User Vector: [-0.16722716698777856, 0.5922200792574472] Predicted: -0.9493589865967921 Movie Vector: [-0.2806975842768229, 0.36301324134785956] User Vector: [-0.03890792041043303, -0.2014127714683969] Predicted: -0.062194143751155 Movie Vector: [-0.5587755719725134, 0.28829367492708546] User Vector: [0.5031751330492245, -0.768887067144798] Predicted: -0.5028272509630084 Movie Vector: [-0.9008643246210435, 0.7825122023115031] User Vector: [0.2775646884343008, 0.8913162910291577] Predicted: 0.44741774826433 Movie Vector: [-0.16465223540556476, 1.2474356523418004] User Vector: [0.8962919234476862, -0.6657780026393392] Predicted: -0.9780916858088398 Movie Vector: [-0.5369778774361251, -0.04981697569224486] User Vector: [-0.10285047543853836, -0.11871881376791021] Predicted: 0.06114264225397077 Movie Vector: [0.13947091870725142, 0.4253430890595751] User Vector: [-1.1345913286872904, 0.3566787614854492] Predicted: -0.006531648757133107 Movie Vector: [0.16236174569610423, 0.44832388504230003] User Vector: [0.5836914117906358, -1.1768633119319374] Predicted: -0.4328467756029232 Movie Vector: [0.7761287689208984, -1.0776233673095703] User Vector: [0.029625384343254513, 0.9109449172402051] Predicted: -0.9586624160707892 Movie Vector: [0.2007798563005222, -0.31226276505705697] User Vector: [-1.3480824595774166, 1.0299788939967325] Predicted: -0.5922918599050373 Movie Vector: [-0.44184915483030485, 0.5709010643990162] User Vector: [0.046100353737960356, 0.9916362297769895] Predicted: 0.5457567767398148 Movie Vector: [-0.28475904827917115, -0.06905438701920227] User Vector: [1.36722855493666, 0.666680752679767] Predicted: -0.4353679327976715 Movie Vector: [0.020755266452201326, -0.1573161358252513] User Vector: [0.18940703234499257, 0.8177545818765033] Predicted: -0.12471479744996455 Movie Vector: [-1.1285303719436761, 0.4279295153691927] User Vector: [0.09300803633717863, 1.051626593409605] Predicted: 0.3450596646257802 Movie Vector: [-0.0312891465043679, -0.40646790094198165] User Vector: [-0.8528132535134682, 0.7481461975649628] Predicted: -0.277413615691906 Movie Vector: [-0.7114001013587359, -1.2896774220682334] User Vector: [0.6626844142074009, -1.0852946544178963] Predicted: 0.9282462526581075 Movie Vector: [1.623697280883789, -0.6698513031005859] User Vector: [-1.035910043855415, 0.2085847936867949] Predicted: -1.8217251173063103 Movie Vector: [0.5960643314359856, -0.15869620103689905] User Vector: [-0.06452731485190853, -0.7523201502970844] Predicted: 0.08092791902909402 Movie Vector: [1.6522921480884645, 0.3848010538332933] User Vector: [-0.009078483843499734, 0.7237100584308904] Predicted: 0.26348408558279834 Movie Vector: [-0.43335914611816406, -0.9528064727783203] User Vector: [-0.6237305949463663, -1.0142426922519858] Predicted: 1.2366763601795339 Movie Vector: [0.12126680252680615, -0.10011660996967409] User Vector: [0.5745312545127556, 0.12943561435093984] Predicted: 0.056712913268318337 Movie Vector: [0.43545424640125835, -0.16784719614427365] User Vector: [0.38746442111948537, -0.28093395003499644] Predicted: 0.2158770033209949 Movie Vector: [-0.6482202242228716, 1.8769046960402886] User Vector: [1.9173158584644823, 0.7637203127968387] Predicted: 0.1905873258698303 Movie Vector: [-0.23837553966732133, -1.2366317748646525] User Vector: [-0.2143816139411926, -0.4220746137613246] Predicted: 0.5730542116589626 Movie Vector: [0.736834565551007, 0.4905871320991105] User Vector: [2.647596563462597, -1.6996957765107976] Predicted: 1.116991787153899 Movie Vector: [-0.0518906027278416, -1.7566035370964908] User Vector: [0.8480045055367023, 0.23870679157402125] Predicted: -0.4633166593161053 Movie Vector: [-0.22350916039904578, 0.03967474842942272] User Vector: [1.3064415794776782, -0.16680899882922923] Predicted: -0.2986197656037726 Movie Vector: [-0.17175123816372453, 0.4701322231515338] User Vector: [0.7916901081546425, 1.2542128930675434] Predicted: 0.4536721394056282 Movie Vector: [-0.48285189675083356, -1.033286187987659] User Vector: [-0.24396887211311727, 1.4008755491691678] Predicted: -1.3297045233981475 Movie Vector: [0.23710823077916757, 0.8972357997669392] User Vector: [1.1449527740478516, -0.8309268951416016] Predicted: -0.4740596307300484 Movie Vector: [1.6083431243896484, 0.5195331573486328] User Vector: [0.3257320618945149, 0.04998402446524036] Predicted: 0.549857280188724 Movie Vector: [-0.9552860260009766, -0.5274868011474609] User Vector: [-0.42550526321009824, 0.9915355464520602] Predicted: -0.11654268168752263 Movie Vector: [0.8914555555084565, -1.5276525603527487] User Vector: [0.1551191722116428, 0.8284887681470547] Predicted: -1.127361140049401 Movie Vector: [-0.3608469251070152, -0.18948966027850803] User Vector: [1.7440576221208448, -0.12074202638793566] Predicted: -0.6064584645901709 Movie Vector: [-0.7761940449462301, -0.3965221647556796] User Vector: [2.776347623592052, -1.6139728526732118] Predicted: -1.515008482733887 Movie Vector: [0.1870778957774898, 0.33801736121464726] User Vector: [-0.3589298939373925, 0.9730717683877119] Predicted: 0.2617673021334398 Movie Vector: [-0.28250694274902344, -2.1012020111083984] User Vector: [-0.9864902496337891, -0.6073284149169922] Predicted: 1.5548100313026225 Movie Vector: [0.5326604669723884, -1.6356471937930455] User Vector: [-0.5653819920910905, -0.7039302017482612] Predicted: 0.8502248231906961 Movie Vector: [0.08373885346607926, -0.7195176690427105] User Vector: [1.1583711123467664, -0.6193684894072142] Predicted: 0.5426472406129286 Movie Vector: [-0.2787034454220388, 0.029359578630361725] User Vector: [0.2125519888218438, -0.48029961737883464] Predicted: -0.07334036599852109 Movie Vector: [-0.2800898202683121, 0.400724262359597] User Vector: [0.016505957794294944, 1.167062232256639] Predicted: 0.463047001396826 Movie Vector: [-0.9444659106039441, 0.21113652883024048] User Vector: [0.7480558734518276, 0.3606674060499747] Predicted: -0.6303632075267106 Movie Vector: [0.01203256754102136, -0.4945245858214371] User Vector: [-0.07722944468256854, 0.9203428452468407] Predicted: -0.4560614328687155 Movie Vector: [-0.4515810127410564, 0.40020646729200493] User Vector: [-0.8642922956223913, 0.5338165852434097] Predicted: 0.6039348399235983 Movie Vector: [2.337721315310114, 0.9073217824133039] User Vector: [-0.6962669446496613, 0.5291156548090833] Predicted: -1.147599918629201 Movie Vector: [-0.7587518343507564, 0.16187187113357304] User Vector: [-0.4224532409418975, -0.3903834726766461] Predicted: 0.257345068310296 Movie Vector: [-0.47512500811234826, -1.0648566316458834] User Vector: [-1.0946983123199865, -0.4291293582889643] Predicted: 0.9770797875295536 Movie Vector: [-1.105749348135739, 0.5007817888746047] User Vector: [-0.2029091494650947, -0.06575785041498905] Predicted: 0.19143632578843883 Movie Vector: [-1.0035639007400678, 0.6012466647452512] User Vector: [-0.5873234813926927, 2.390631359257253] Predicted: 2.026775775371517 Movie Vector: [-0.4974657309134172, -1.5463296830638453] User Vector: [0.36080582801442734, 0.4760115813418202] Predicted: -0.9155593726620345 Movie Vector: [0.44868085891889276, -0.023362548911992964] User Vector: [-0.8047011412268953, -0.708972717937693] Predicted: -0.3444905894186086 Movie Vector: [0.11077366244877171, -0.9509846011509757] User Vector: [0.2765666015344987, -0.8270857547776485] Predicted: 0.8171821119878623 Movie Vector: [2.043652419651993, -0.9149899536665341] User Vector: [0.726074072879429, -0.22897854017893132] Predicted: 1.6933560997555737 Movie Vector: [0.6155943642746016, -1.010885054502176] User Vector: [-0.25106957434907484, -0.42797426020660934] Predicted: 0.27807576834437314 Movie Vector: [-0.3992594723407795, 0.37401608630212113] User Vector: [-1.4822072942678286, -1.2229015755274801] Predicted: 0.1344004409975419 Movie Vector: [-0.3370441997887441, -0.6518129368178643] User Vector: [0.16788481478338482, 0.7189772967120431] Predicted: -0.5252233063305933 Movie Vector: [-0.292548768306542, 0.23333801664955728] User Vector: [-0.16866486091915878, 0.6353833900252595] Predicted: 0.19760179735906025 Movie Vector: [0.4487597399834781, 0.5202118391722446] User Vector: [-0.5395331051948578, -0.5858853230621885] Predicted: -0.5469052174539287 Movie Vector: [0.4729550259554896, -0.1779953937271706] User Vector: [-0.6577135111493951, -0.036077582976018215] Predicted: -0.30464726715039736 Movie Vector: [0.41433577884895423, -1.939876576349659] User Vector: [-0.2986174838445722, -0.2831899306674006] Predicted: 0.4256256054131186 Movie Vector: [-0.959730365651194, 0.09791581265312573] User Vector: [0.013770648824173323, -0.7731662045382176] Predicted: -0.08892130706457045 Movie Vector: [0.5253237038971619, -0.995491334862869] User Vector: [0.2874475444706196, -0.9204979337153881] Predicted: 1.0673507255102945 Movie Vector: [0.5343789870244063, 1.2095133158233613] User Vector: [0.4355669257528759, -0.2505768635778469] Predicted: -0.07031824056950303 Movie Vector: [-0.944466192217552, 0.22208249071802824] User Vector: [-0.251060869171164, 0.46824941152517474] Predicted: 0.3411084987096801 Movie Vector: [-0.7172672739539284, -0.11463753981190017] User Vector: [0.5832749847335044, 0.1586658813034248] Predicted: -0.4365531245500315 Movie Vector: [0.10818927609820692, 1.6081285975251087] User Vector: [0.7001353281176983, -0.4071175433487708] Predicted: -0.5789502296934921 Movie Vector: [-0.6206662584789342, -1.7239515397605283] User Vector: [0.09273740172162478, -0.38159733657398565] Predicted: 0.6002963398076204 Movie Vector: [-0.33903625666808807, 0.15065410919132904] User Vector: [-1.5317724976402176, -0.24991683222807654] Predicted: 0.4816754159358274 Movie Vector: [2.073644940336193, 0.05551128703275782] User Vector: [1.3232072103002088, 0.6560055274744525] Predicted: 2.7802776477861073 Movie Vector: [-0.2774626844071214, 0.5864772541467456] User Vector: [0.9702392617271813, -0.7654525787176157] Predicted: -0.7181257166218603 Movie Vector: [0.5719132117035248, -0.02122613002431724] User Vector: [1.110523334630089, 0.06756964287961023] Predicted: 0.6336887249545431 Movie Vector: [-0.1626055257727057, 0.4087809158192532] User Vector: [-0.5997226027156123, -0.5728748439062511] Predicted: -0.1366620942094614 Movie Vector: [0.46762464512486196, 0.7299430582730988] User Vector: [-0.9367611666345572, 0.5403919548098287] Predicted: -0.04359725195417197 Movie Vector: [0.44912613573602017, -0.17776010082893767] User Vector: [0.8676818799951893, 0.5548881286570208] Predicted: 0.291061640111552 Movie Vector: [0.34705162048339844, 1.068410873413086] User Vector: [0.8848355103131075, -1.1153980010693572] Predicted: -0.8846197548103034 Movie Vector: [-1.3003920278053038, 0.679949390922561] User Vector: [1.7017336586143517, -0.14296738819227114] Predicted: -2.3101314716331793 Movie Vector: [1.011879835869144, -0.5577915854165028] User Vector: [-1.1230872878052152, -0.5413508644123913] Predicted: -0.8344684235238813
avg loss: 15.261211523501588: 7%|███ | 4659/70000 [00:07<01:48, 601.90it/s]
Movie Vector: [-1.1683866541998018, 0.411018652342065] User Vector: [0.4443479756093033, -0.10824229037487668] Predicted: -0.5636598448389093 Movie Vector: [-0.5241153072128191, 0.3577092674760761] User Vector: [-0.2849312671712291, 0.39161222297154896] Predicted: 0.28942016004181714 Movie Vector: [0.956299333853591, -0.19026424460062213] User Vector: [1.5429392824797663, -0.5582183982637466] Predicted: 1.5817208098797593 Movie Vector: [-0.18417209725442424, 0.18295613411797618] User Vector: [0.22812903545452462, 0.6569102859519679] Predicted: 0.07817076347581761 Movie Vector: [-0.799883388473584, 0.3275086174118959] User Vector: [-0.3093611313344374, -0.7342486039030764] Predicted: 0.006980084892899835 Movie Vector: [2.7939868299377384, -0.5819851172537416] User Vector: [0.8797177818465842, -0.22698970122236145] Predicted: 2.5900245244226845 Movie Vector: [-2.1880690228987736, 1.0893168026977722] User Vector: [0.7254696490749185, -0.05747609549166967] Predicted: -1.6499873427666105 Movie Vector: [-1.4006893480408293, -1.1119574797116367] User Vector: [-1.7939090572126406, -0.8169941680356403] Predicted: 3.4211720838197284 Movie Vector: [0.28481049962314225, -0.42850350428132405] User Vector: [1.0463924170438121, 0.5829199906459301] Predicted: 0.048240288392697867 Movie Vector: [0.0785484050133188, 0.03317293119524492] User Vector: [0.865763764869216, 0.723340400200574] Predicted: 0.09199968417539746 Movie Vector: [2.257708498028113, -0.8396500124890219] User Vector: [0.047374920513080176, -0.5060460131420027] Predicted: 0.5318603018904898 Movie Vector: [0.6683347728020643, -0.32611002030014596] User Vector: [0.18628796158647198, 0.45820843780110265] Predicted: -0.024923640470361316 Movie Vector: [-2.3436641693115234, -0.5310344696044922] User Vector: [0.3546664347313367, 1.0625198387329169] Predicted: -1.395453674143083 Movie Vector: [0.1715049459579302, -0.2831974117848547] User Vector: [0.04829891582911011, -1.3922981321969226] Predicted: 0.4025787304201541 Movie Vector: [-0.01197371458276622, 0.7560244563520907] User Vector: [-0.7627964019775391, -1.9591617584228516] Predicted: -1.4720406969154023 Movie Vector: [-1.1580166911872263, 1.4529956022480428] User Vector: [-1.475988153126404, 0.5987935175292177] Predicted: 2.579263264939573 Movie Vector: [-1.6265001744404286, 1.0130296434729873] User Vector: [1.1328192657701237, 1.4824968010221147] Predicted: -0.3407175275953074 Movie Vector: [0.35946604876994864, 0.15553495509378418] User Vector: [2.029950408938904, -0.3230022847436606] Predicted: 0.6794601068474143 Movie Vector: [-0.4959545136111725, 0.1810616780217606] User Vector: [-0.6825596732954466, -0.9323869529735961] Predicted: 0.16969900450884837 Movie Vector: [-0.227543825892346, 0.29676491582205416] User Vector: [-0.696208872595123, -0.033016730836648966] Predicted: 0.14861982314303362 Movie Vector: [-3.5347461700439453, -1.1390399932861328] User Vector: [-0.23125824222744928, 1.0286738212065933] Predicted: -0.35426143639620733 Movie Vector: [-1.4945722953502605, -0.27632505927209855] User Vector: [0.3217919889913778, 0.1689855823703858] Predicted: -0.5276363426767962 Movie Vector: [0.4325657275637828, 0.8622346703798344] User Vector: [-1.5436476479926122, -0.6361684950935342] Predicted: -1.2162556006290552 Movie Vector: [0.2496619584580972, -0.13747736157262003] User Vector: [-0.586907056792315, -0.9125575069658958] Predicted: -0.021072366890687866 Movie Vector: [-0.030446090815717974, 1.286157767597408] User Vector: [0.7769647381449228, -0.4440000432459418] Predicted: -0.594709643412524 Movie Vector: [0.12058142339800482, 0.6161427374532251] User Vector: [1.4692461683449547, 0.13935989171812985] Predicted: 0.2630293794754928 Movie Vector: [0.4708896124523728, -0.3248433162456949] User Vector: [-0.857417145020158, -0.6877996470532872] Predicted: -0.18032170886715382 Movie Vector: [-0.1780845051163666, -0.2910106556176628] User Vector: [-0.7546637114716144, 0.711946135660137] Predicted: -0.07278999811621506 Movie Vector: [-0.08453114256937283, -0.5360886953405491] User Vector: [-1.6149467270039342, -0.5577173221775762] Predicted: 0.43549924363731307 Movie Vector: [0.28464317321777344, 0.03571510314941406] User Vector: [0.34045586802020306, 0.167617795734374] Predicted: 0.10289492547821265 Movie Vector: [-0.027240737488725478, -0.2693082880582741] User Vector: [-0.2814600991336039, 1.3974317784834813] Predicted: -0.36867277926756653 Movie Vector: [-0.0443065182637007, 0.6159630590289965] User Vector: [0.19325946230471108, 0.7885547931772805] Predicted: 0.4771579687212187 Movie Vector: [-1.029879727377279, 0.34796655571111534] User Vector: [-1.0853676522335483, 0.8669245733662687] Predicted: 1.4194588996419926 Movie Vector: [-0.9362480966529539, 1.0528204612423082] User Vector: [-0.1525555695599659, 0.10066281780093192] Predicted: 0.24880973590145297 Movie Vector: [-0.22567642967006285, -1.2839369501941151] User Vector: [-0.41709414235035275, -0.6901378122603417] Predicted: 0.9802217547691064 Movie Vector: [-0.43369875020265536, -0.8189867951333974] User Vector: [-0.7579461205766647, -0.8899513774033807] Predicted: 1.0575787116191981 Movie Vector: [-0.8440007012786892, 0.9651127850365024] User Vector: [1.899244610518614, -0.3514628272459886] Predicted: -1.9421650512176605 Movie Vector: [0.07030781004462593, -0.58719515595825] User Vector: [-0.25740170946247043, -0.9547844983047087] Predicted: 0.5425474818945035 Movie Vector: [1.977122615971431, -0.04904475880096474] User Vector: [-0.6780614755163963, 0.2538854328904995] Predicted: -1.353062428081619 Movie Vector: [-0.5247693538514078, -0.7554190128557651] User Vector: [-1.9879230068614002, 0.6116595014214322] Predicted: 0.5811418550493769 Movie Vector: [-1.3848575978856972, -0.03551179107122701] User Vector: [-0.10772552752998427, 1.4597819239022658] Predicted: 0.09734504459497248 Movie Vector: [-0.7720159909849501, -0.6646479135514533] User Vector: [-0.2086450176129234, -0.5095666773537556] Predicted: 0.4997597189550337 Movie Vector: [0.2089105354916602, -0.6386232591766595] User Vector: [-1.5696259463325268, -1.141010012821766] Predicted: 0.40076413617150625 Movie Vector: [-1.643017822692235, -0.08516716464005056] User Vector: [0.3120899200439453, 0.40345191955566406] Predicted: -0.5471301569719385 Movie Vector: [-2.5784338217509704, 0.5784546054231277] User Vector: [0.6870114356988287, -0.37767313189036] Predicted: -1.989880284222107 Movie Vector: [1.0715859882130359, 0.22240739196011622] User Vector: [-0.4273602759344919, -0.4054315343335585] Predicted: -0.5481242537797733 Movie Vector: [0.24350971543801492, 0.8243172955568516] User Vector: [0.359655058160698, 0.29159892569290025] Predicted: 0.32794953868300913 Movie Vector: [-0.041144417234589226, 1.2570868440646756] User Vector: [-0.8590938223217726, 0.7965050565804423] Predicted: 1.0366229425275293 Movie Vector: [-0.5596048088029959, -0.15500233885919673] User Vector: [0.6506051427969036, -2.015934057071416] Predicted: -0.05160727270912818 Movie Vector: [-2.3932535903332313, 0.47665484732655594] User Vector: [-0.8577687464289471, -0.9769038220302714] Predicted: 1.5872121899241447 Movie Vector: [-0.2020583146886713, -0.02844582760084724] User Vector: [1.1527255598516106, -0.6250579490986795] Predicted: -0.21513749326157136 Movie Vector: [0.9431829714739479, 0.4360352109688504] User Vector: [1.4014479556942894, 0.10709135183769744] Predicted: 1.3685174474093194 Movie Vector: [0.22384566102467612, -0.15680714430561252] User Vector: [-0.5290953031957434, 0.14411906659159088] Predicted: -0.14103458716112038 Movie Vector: [-0.27143587727202995, -1.3017209817644293] User Vector: [-1.865003127645729, -1.3813080725451894] Predicted: 2.3043064603802534 Movie Vector: [-0.9421945712518234, 0.2691903578977499] User Vector: [0.8742261980486843, -0.49860400412241024] Predicted: -0.9579105681665545 Movie Vector: [0.05787024080642822, -0.028172069510231434] User Vector: [-0.0057674269530792535, 0.5698629552143962] Predicted: -0.016387981172214055 Movie Vector: [-0.26836972292232586, 0.08043234163738996] User Vector: [-0.21406500914963547, -0.35250232310478447] Predicted: 0.02909597991291518 Movie Vector: [-0.1922823425300501, 1.75170873724822] User Vector: [0.07214458099169008, 0.2297131180909775] Predicted: 0.38851834698656634 Movie Vector: [0.07942201402161905, 1.4665030695054344] User Vector: [1.7437659760280053, 0.33304053771706704] Predicted: 0.6268983766303377 Movie Vector: [0.12748208754838217, -0.41578303827765645] User Vector: [1.1624238939636053, -0.5804327353164205] Predicted: 0.38952231082427174 Movie Vector: [0.5606135622477167, 0.20506748673799474] User Vector: [1.384020838221578, -1.955251390203121] Predicted: 0.3749423638105454 Movie Vector: [-0.16997294151393758, -0.11825012833258261] User Vector: [-0.1932067144406115, 0.3196340251722826] Predicted: -0.004956850922368264 Movie Vector: [-0.08257305579779715, 0.005413209661217111] User Vector: [1.2732643514348174, -0.16091976290781992] Predicted: -0.10600842075162656 Movie Vector: [-0.28165322121897185, 0.44805075623197044] User Vector: [-0.6785672821071077, -1.1400086146882986] Predicted: -0.3196610611027835 Movie Vector: [-0.661324900178802, 1.3193319056964958] User Vector: [0.27897110277484954, -0.38396201607616154] Predicted: -0.6910638750801784 Movie Vector: [0.3620659360263394, -0.012706750876116375] User Vector: [0.10466442257975067, -0.4755088994841532] Predicted: 0.043937595255115154 Movie Vector: [-0.5422800161900054, -1.5254348410433525] User Vector: [1.3437103867778286, 0.6565543956497091] Predicted: -1.7301982404607876 Movie Vector: [-0.5523990766306683, 0.1625963111894952] User Vector: [-1.1420713775180844, 0.5789646609802132] Predicted: 0.7250166925717646 Movie Vector: [1.498663846502224, 0.8475351979051942] User Vector: [-0.18477099930661084, -0.39101451367258355] Predicted: -0.6083081797722014 Movie Vector: [1.123880019377533, -0.2566588528456338] User Vector: [-0.47350305616633687, 0.9650322777142021] Predicted: -0.7798447012966799 Movie Vector: [-0.4135563511825108, 0.22645046923338577] User Vector: [-0.8727144178163938, 0.640366325690765] Predicted: 0.5059278451904499 Movie Vector: [-1.0026836395263672, 0.7243442535400391] User Vector: [-0.7677741551744418, -0.13747764597567969] Predicted: 0.6702534413918957 Movie Vector: [-0.18775516268524547, -0.10683874987411866] User Vector: [-0.16578689728993934, -0.1834803515124072] Predicted: 0.05073015725380409 Movie Vector: [-1.1156908327764194, -1.1782179953624887] User Vector: [-0.9382729147818105, -0.6124223341041507] Predicted: 1.7683895044678855 Movie Vector: [0.7031539788145321, -0.8354447848926257] User Vector: [-0.2620201776726219, -0.33812981321090263] Predicted: 0.09824825860357156 Movie Vector: [0.23042936251297846, -0.22711656274254416] User Vector: [0.5268040186164203, 0.8650303481382046] Predicted: -0.07507160515807838 Movie Vector: [0.059352029899203046, 0.018298091715539522] User Vector: [-0.7826525717522329, -0.1267293948573224] Predicted: -0.04877092492948079 Movie Vector: [-0.6893634796142578, -0.9941387176513672] User Vector: [-0.749665696540817, 0.9029958620436207] Predicted: -0.380910995221712 Movie Vector: [-0.62403836258147, -1.1232317031380117] User Vector: [-0.35059234644665527, -1.692488659542083] Predicted: 2.1198399934093906 Movie Vector: [-0.6443181037342225, -0.021605255199148993] User Vector: [-0.5685244163226318, -0.4141389163234006] Predicted: 0.3752581508266699 Movie Vector: [-0.8814525604248047, -0.5717182159423828] User Vector: [0.3518425876998055, -0.0614318916950852] Predicted: -0.2750108182726026 Movie Vector: [-0.832647073338936, 0.6365447288511904] User Vector: [-0.7151660283831707, -0.00829262013136798] Predicted: 0.5902022768516899 Movie Vector: [0.6627899579000853, 0.10727056635060016] User Vector: [-0.9165016102678124, -0.3920314360209843] Predicted: -0.6495014978539738 Movie Vector: [-0.16700353635991982, 0.1620342659576091] User Vector: [0.3141996630207228, -0.4026545652708123] Predicted: -0.11771629176569211 Movie Vector: [-0.583664695638911, 0.48178588310772935] User Vector: [0.004691893330832352, 0.5647712069520423] Predicted: 0.26936030220229734 Movie Vector: [-0.7237916944210694, 0.10625936480557474] User Vector: [-0.07029715896290513, 0.30102570802784695] Predicted: 0.08286730032393579 Movie Vector: [-0.8914479561767019, -0.7528190371456623] User Vector: [-0.6005960450131249, 0.05915432841592623] Predicted: 0.49086761225368475 Movie Vector: [-0.438931331273448, -0.2774952191820109] User Vector: [0.21363210993184983, -0.012022980448229997] Predicted: -0.09043350682043984 Movie Vector: [-0.3895729433761235, -0.7450934880396067] User Vector: [-0.8422553971288853, 0.1759183709478323] Predicted: 0.19704428151415987 Movie Vector: [-0.7265129104470608, -1.0270364511950179] User Vector: [-1.8934241922188848, -0.8959956960114789] Predicted: 2.2958173605174563 Movie Vector: [2.086728159368303, 0.06199754552304791] User Vector: [0.2506107968800538, -1.0812298160446847] Predicted: 0.45592301215023123 Movie Vector: [0.1031965984823256, 0.01295267177453932] User Vector: [-0.04962818069814859, -0.6910330236640136] Predicted: -0.014072183377802572 Movie Vector: [1.0513634853067824, 0.3109396865248002] User Vector: [0.9460946026079788, 1.6351260747816823] Predicted: 1.5031149079490032 Movie Vector: [1.4550383217244685, -0.1501051410115743] User Vector: [0.9433970600012734, -0.3064475172122751] Predicted: 1.418678222687846 Movie Vector: [0.47725948760956005, 1.4664056510337284] User Vector: [0.045838329906540076, -1.4258989685533632] Predicted: -2.069069527445743 Movie Vector: [0.5859861366462665, 2.185540361922271] User Vector: [-0.7647990666806912, 0.8567451146269232] Predicted: 1.4242893775019745 Movie Vector: [-0.8174486090973325, -0.030354738912465873] User Vector: [-1.2253137470068758, -0.9037013386646376] Predicted: 1.0290626363886224 Movie Vector: [1.0894536552710772, -0.22317773766384505] User Vector: [0.3012688179346985, -0.09423450265993746] Predicted: 0.3492494580316764 Movie Vector: [0.9237488576058975, 1.6418103597105196] User Vector: [0.3331721329824646, -0.10076998917823798] Predicted: 0.1423221650479238 Movie Vector: [-0.18302880821976186, -0.9228022204405206] User Vector: [0.22171862606163226, -0.7056541266999299] Predicted: 0.6105982990935281 Movie Vector: [-0.9447765350341797, 0.5452251434326172] User Vector: [1.0534910351107567, 0.10901942291469438] Predicted: -0.9358734793459067 Movie Vector: [1.2265983614159122, -1.8906025802931241] User Vector: [-0.795855276407865, -0.9615381597630253] Predicted: 0.8416917479321826 Movie Vector: [0.4337713404175763, 0.6458492045268968] User Vector: [0.756552423392653, 1.3503947781600079] Predicted: 1.200322152063113 Movie Vector: [-0.15628530627107054, -0.20365156873048523] User Vector: [0.8752346038818359, -1.4144039154052734] Predicted: 0.1512592680641126 Movie Vector: [-0.5130112670213971, -0.29461081964876445] User Vector: [0.9278909276806553, -1.377824392530356] Predicted: -0.07009652685168338 Movie Vector: [-0.8126076052900184, 0.5549383551490977] User Vector: [-0.10470859154602631, 0.9035919482000732] Predicted: 0.5865248272896244 Movie Vector: [-0.730088030134566, -0.6318387548288985] User Vector: [0.8397713256927659, 0.356528385563743] Predicted: -0.8383754441342773 Movie Vector: [0.16380508555626697, -0.373474388513491] User Vector: [0.07587781992376909, 1.1033317134346459] Predicted: -0.3996369642181107 Movie Vector: [-0.3155228321589132, 0.3231189711931002] User Vector: [-0.9592044185340025, 1.018752526829817] Predicted: 0.6318291631248136 Movie Vector: [-0.8234105218398612, -1.561640682089139] User Vector: [0.055131555377107, -0.9290518289886899] Predicted: 1.405449229135153 Movie Vector: [0.21422332287146573, 0.6054105032836813] User Vector: [-0.771274641617725, 0.6848019567262079] Predicted: 0.24936128069741537 Movie Vector: [0.9256500382578008, -0.3024428803615392] User Vector: [1.1996173858642578, -0.4118061065673828] Predicted: 1.2349737041406834 Movie Vector: [-0.11594806204091315, -0.8747730969147369] User Vector: [0.7894097730629697, -1.107636241104328] Predicted: 0.8773998515430228 Movie Vector: [0.19736227153170777, -0.08297313221697045] User Vector: [-0.38021102976772786, 0.2882773851215859] Predicted: -0.09895859008722438 Movie Vector: [0.18150650773715238, -0.519113902272526] User Vector: [0.42302047357355027, 1.3060521259710005] Predicted: -0.6012088468244833 Movie Vector: [0.2867554563213126, 0.859379812533128] User Vector: [0.35162004954695525, -0.5869951639096885] Predicted: -0.4036228261590012
avg loss: 15.260689818730917: 7%|███▏ | 4781/70000 [00:07<01:48, 598.42it/s]
Movie Vector: [-0.5408453323383816, 0.33645092805578847] User Vector: [0.7111887390874907, 0.6429991887294619] Predicted: -0.16830543615994195 Movie Vector: [-0.05860947924029983, -0.19115760048529903] User Vector: [0.561108454554766, -0.19348238856409988] Predicted: 0.0040993548152933185 Movie Vector: [1.172202992449994, 0.4535357278767881] User Vector: [-0.22314120132480394, -0.41674137687228235] Predicted: -0.4505738876279672 Movie Vector: [0.31786696322773256, -0.6534137948921019] User Vector: [0.5905927901394431, 0.1161753777128406] Predicted: 0.11181934228144784 Movie Vector: [-0.19436549078687926, 1.399145088098204] User Vector: [-0.6165008194204922, -0.7932440281958801] Predicted: -0.9900370013763216 Movie Vector: [-0.929721424093062, -0.08613963221943453] User Vector: [-0.7701393127509635, -1.6349450593311594] Predicted: 0.8568485847106454 Movie Vector: [0.5290859781434684, 0.8159793701141866] User Vector: [-0.1731382559738243, 2.163382662480309] Predicted: 1.6736705987306697 Movie Vector: [0.5521808675892554, -1.0892799592443791] User Vector: [0.4540002416872715, -0.694487260302424] Predicted: 1.0071813019385742 Movie Vector: [-2.2587604934568053, -0.8626433444483946] User Vector: [0.9682932158213942, 0.7765420883282296] Predicted: -2.8570213261600137 Movie Vector: [-1.0546651740304194, 2.1790150225128966] User Vector: [1.3691291170711937, 0.19454197010671015] Predicted: -1.0200629231542286 Movie Vector: [0.10913499822921782, -0.24568574128144055] User Vector: [-1.7844783450125599, 0.15543016493739192] Predicted: -0.23293601631316296 Movie Vector: [-0.7437229156494141, 0.4247760772705078] User Vector: [-0.5383664517323782, 0.05765472069381798] Predicted: 0.4248858132626806 Movie Vector: [0.38192674826050904, -0.5309659626837082] User Vector: [-0.5881439770334663, 0.2970661777730182] Predicted: -0.38235994571941556 Movie Vector: [1.2264989388007723, -0.2618787358069585] User Vector: [-0.19802904229541407, -0.12754880202398264] Predicted: -0.209480091199326 Movie Vector: [-0.005022563685721335, -1.0304148260056285] User Vector: [1.3936710357666016, -1.8139362335205078] Predicted: 1.8621069869142564 Movie Vector: [-0.05991286305637261, 0.06442996550555465] User Vector: [-0.6064432269313663, 0.07108992515957707] Predicted: 0.04091407143242766 Movie Vector: [1.4851040797821904, -0.2521800154928831] User Vector: [-0.7756576743685304, 0.9730232668957655] Predicted: -1.39730939923978 Movie Vector: [-1.6116265941496823, 0.9701368062250725] User Vector: [1.0970400366472188, 0.5067195608433633] Predicted: -1.276431601499248 Movie Vector: [0.7907252182998612, 0.9739381367652391] User Vector: [1.171422945284157, 0.0653093994935147] Predicted: 0.9898809789872517 Movie Vector: [-0.5838039281574137, -0.017152895653363476] User Vector: [-0.4963207244873047, 0.3968334197998047] Predicted: 0.2829471463400285 Movie Vector: [0.7308802615553537, -1.4005483904437042] User Vector: [0.6319053648109363, 0.03125240893761751] Predicted: 0.41807664727617966 Movie Vector: [-0.9862886526845575, -0.7434779205082754] User Vector: [-0.1702031549603516, -0.447221214384026] Predicted: 0.5003685388659275 Movie Vector: [0.6151202038672893, 0.05024479022932012] User Vector: [0.2588187505225938, 0.9985753500312087] Predicted: 0.20937785157662298 Movie Vector: [0.8502864837646484, 0.9836101531982422] User Vector: [-0.1739703424957994, 0.6642628346011445] Predicted: 0.5054510377058455 Movie Vector: [-1.363582824903709, -0.7269142650628375] User Vector: [-1.7735122289441767, 0.13074314061930523] Predicted: 2.3232917611696844 Movie Vector: [0.9443882882423114, -0.11979520658632126] User Vector: [0.43896375027128587, 0.25206913758483884] Predicted: 0.3843555503081135 Movie Vector: [1.072517998973544, 0.34750082618302985] User Vector: [-0.19199358138798103, 0.335627761980133] Predicted: -0.08928564714794418 Movie Vector: [-0.3453131215102908, -0.10979630126258023] User Vector: [2.059464584768263, -1.5131596454206357] Predicted: -0.5450208121192406 Movie Vector: [1.2950026763892386, -0.23058567617177106] User Vector: [1.066243495605389, 0.7003494349368606] Predicted: 1.2192976324801625 Movie Vector: [0.7552900226109909, 0.1079774391818713] User Vector: [-1.3343245370696053, -0.9574724721731855] Predicted: -1.1111874354060982 Movie Vector: [-0.48597587799216335, 0.4093882949913548] User Vector: [0.7041549103106948, -0.38982499573971835] Predicted: -0.5017920911316284 Movie Vector: [-0.46341747552756085, 0.11663470049071417] User Vector: [1.4848545361332752, -0.26550504778466566] Predicted: -0.719074642387667 Movie Vector: [0.2013683319091797, 1.2300777435302734] User Vector: [-0.4659130388331554, -1.0093707672751693] Predicted: -1.3354246472398303 Movie Vector: [-1.021045919697847, -0.3770731094071049] User Vector: [-0.16697577386436485, -0.2671316484307301] Predicted: 0.27121809388742113 Movie Vector: [0.08299009276363492, -0.4427172382216936] User Vector: [-0.7089138031005859, -0.2336406707763672] Predicted: 0.044603930221638395 Movie Vector: [-1.2168447673880043, -0.6077512071733764] User Vector: [0.716823821501896, -0.13147247787816868] Predicted: -0.792360759193123 Movie Vector: [-1.1765104375718962, 0.39842790357429414] User Vector: [-0.7169831016117528, -0.7135401447628773] Predicted: 0.559243798614927 Movie Vector: [1.8574687693776275, -1.2241483428505708] User Vector: [1.3864439615412114, -0.24073669419679622] Predicted: 2.8699737843193294 Movie Vector: [0.5735435773075437, -1.08256500413363] User Vector: [0.1830096121324662, -0.8946077716460563] Predicted: 1.0734350536341113 Movie Vector: [-0.6106518557732691, -1.7651589633988598] User Vector: [-0.4266272635131871, -0.7693898457456656] Predicted: 1.618616112753827 Movie Vector: [0.03547833404523294, -1.0491003618943244] User Vector: [-0.34265968480316644, -0.002466361072693629] Predicted: -0.009569534467356009 Movie Vector: [0.21643639575498846, 0.6950125316973903] User Vector: [0.7477371875829121, 0.22281912880184288] Predicted: 0.3166996286715929 Movie Vector: [-0.20975792602773102, -0.1311897379094593] User Vector: [-1.017174546780654, 0.7270075354849923] Predicted: 0.1179844953024292 Movie Vector: [0.308612721216847, -1.1626291648551814] User Vector: [0.025713722571283418, -0.5677611134720789] Predicted: 0.6680312110886298 Movie Vector: [0.33836547488849533, 0.400333412720493] User Vector: [-0.5502418242061635, -0.36312109762065026] Predicted: -0.3315523443923167 Movie Vector: [-0.2165532908541246, -0.0625815156177578] User Vector: [0.202038805506249, -0.8048766604803681] Predicted: 0.0066182330856062385 Movie Vector: [1.1425330971878451, -0.3859190971799698] User Vector: [-0.2868153632095415, 1.3444883880562715] Predicted: -0.8465597901364834 Movie Vector: [-0.9423827906253639, 0.6352723017752612] User Vector: [2.0836633699217586, -0.2997615837010733] Predicted: -2.154038732532295 Movie Vector: [1.2317526921028867, 1.4798522301538939] User Vector: [0.7321834564208984, 0.5523967742919922] Predicted: 1.71933454192546 Movie Vector: [0.5503227918695365, -1.0755463197322632] User Vector: [0.8324041261452721, -0.5219263322192255] Predicted: 1.0194469084537343 Movie Vector: [-1.254720687866211, -0.7972621917724609] User Vector: [-0.0044993466259240986, -1.773524006106336] Predicted: 1.4196090595628408 Movie Vector: [-0.8786071810066666, 0.23841162549810957] User Vector: [1.1188865000228958, -0.2371919546675625] Predicted: -1.0396110331188995 Movie Vector: [0.07634772826571043, 0.5146279776225144] User Vector: [0.5549335479736328, -0.6310558319091797] Predicted: -0.28239107081609705 Movie Vector: [-0.7067078084432806, 0.7627463308773177] User Vector: [-0.04437182789460725, -0.6618773331723201] Predicted: -0.47348659012003075 Movie Vector: [0.4162559957631965, -0.10550261169621242] User Vector: [1.1143988988384848, -0.6304535874488029] Predicted: 0.5303897233425183 Movie Vector: [-0.12292219298790491, 0.10554294454317015] User Vector: [1.0628972271864285, -1.2163656115323314] Predicted: -0.25903246636869526 Movie Vector: [1.2889482258456288, 0.3700274047434822] User Vector: [1.5321231656293357, 0.06913978429696599] Predicted: 2.0004110510628514 Movie Vector: [0.1317808850572063, 1.5564259826956173] User Vector: [0.9154501594258149, -1.0265009068183135] Predicted: -1.4770338503977414 Movie Vector: [-0.3701760915776298, -0.42894400110659536] User Vector: [0.5535785876828623, 0.15028512754091047] Predicted: -0.2693854618837193 Movie Vector: [-0.01377285825248794, -0.026050388872857655] User Vector: [0.6156620962925632, -0.36828652729576955] Predicted: 0.001114580469022049 Movie Vector: [-0.11512646464343954, 0.4584050528464437] User Vector: [0.20440260904352386, -0.023833571012078794] Predicted: -0.03445757912238749 Movie Vector: [1.6070757013280355, -0.19949206352637458] User Vector: [0.9591710932251547, -0.19385289419219365] Predicted: 1.5801326712213546 Movie Vector: [1.1242059419833854, -0.25101100172347834] User Vector: [-0.2394231561486194, 0.5206864866352898] Predicted: -0.39985897138489646 Movie Vector: [0.35667104906943525, 0.7138815910714625] User Vector: [1.466926640813021, -0.3242549627377219] Predicted: 0.29173061517466015 Movie Vector: [2.368175836756551, -0.6711202907161503] User Vector: [-1.075356729884701, 0.8143197798096744] Predicted: -3.0931403509682704 Movie Vector: [1.0233712638790824, -0.9611558510539999] User Vector: [0.4462642552941335, -0.37594216966764027] Predicted: 0.8180330309984029 Movie Vector: [0.018305296774863977, -0.7148196101939107] User Vector: [-1.5272285448436582, 0.5717986580170538] Predicted: -0.43668926558955845 Movie Vector: [-0.1450486872086909, 1.714367850856499] User Vector: [-0.049973357152741316, 0.10025148256927106] Predicted: 0.17911648856787518 Movie Vector: [-0.2727985382080078, -0.6115818023681641] User Vector: [0.09604466979719428, 0.7382032018671983] Predicted: -0.4776724902352362 Movie Vector: [-0.8265615495031082, 1.1682679668650624] User Vector: [1.1341720425284532, -0.2155763889017085] Predicted: -1.1893139904417345 Movie Vector: [-0.23381831891241994, -0.22879543911189587] User Vector: [-0.733316372466627, -1.0529143814591182] Predicted: 0.4123648096942699 Movie Vector: [-0.6179737501606426, -1.7783634434568796] User Vector: [-1.6007069110428807, -0.21928514479185038] Predicted: 1.3791635379162026 Movie Vector: [-0.5043506622314453, -0.45897483825683594] User Vector: [-2.0855700269335626, -1.2748942112662769] Predicted: 1.6370029886245114 Movie Vector: [0.08835792541503906, 0.8592700958251953] User Vector: [0.4935307801696504, 0.18424090534501053] Predicted: 0.20192005625498397 Movie Vector: [-1.4005128435124197, 1.0676496256640495] User Vector: [-0.3333944374604727, -0.2684231411431872] Predicted: 0.18034132545789805 Movie Vector: [-1.2470789670640137, 1.083669084572495] User Vector: [0.9261046453846948, -0.44005655512033703] Predicted: -1.6318013088069112 Movie Vector: [0.512275127924477, 0.04288819726720096] User Vector: [-0.4030388898240464, 0.46752732943282693] Predicted: -0.18641539451062986 Movie Vector: [-1.0039950562072109, -0.24381669902160058] User Vector: [-0.21588945627329964, 0.05671014805931396] Predicted: 0.2029250656848075 Movie Vector: [0.057955704504492306, -0.2216942370294364] User Vector: [0.5046562444235136, 0.2924346943074857] Predicted: -0.0355833782572785 Movie Vector: [-0.650483296665741, 0.09983986767508887] User Vector: [-1.4810417605163382, -0.5113759761485782] Predicted: 0.9123372170894071 Movie Vector: [-0.3464000339446031, 0.906934857514935] User Vector: [-0.16203121493858236, -1.4868248105163453] Predicted: -1.2923256293205014 Movie Vector: [0.25587330011474163, 0.3458943502370555] User Vector: [-1.3422298735655194, 1.6835980804739865] Predicted: 0.2389062768441016 Movie Vector: [0.9458365930457993, -0.293056690210174] User Vector: [1.2425411067434737, -0.2704438605390007] Predicted: 1.2544962297788254 Movie Vector: [-0.11109538292166625, -0.6712656983422068] User Vector: [1.0726063523594318, -0.254062557443945] Predicted: 0.051381866605634055 Movie Vector: [-0.1286213602279795, 1.3978429677100914] User Vector: [0.6946791309271005, -1.551356989433882] Predicted: -2.2579040328298845 Movie Vector: [0.16106992635734727, 1.034904387878292] User Vector: [0.7573794204804489, 1.0359741477079147] Predicted: 1.194125238672751 Movie Vector: [0.1855090096509359, -0.4749705325907785] User Vector: [0.7836111991413119, 0.3380164250253931] Predicted: -0.01518090391465482 Movie Vector: [0.7472849356810429, -0.23832881881866264] User Vector: [0.8926122862794879, 1.7605741460678623] Predicted: 0.24744015826544652 Movie Vector: [0.3565574777528814, 1.2897685228079077] User Vector: [0.843642650167498, 0.23012172757306742] Predicted: 0.5976108561063984 Movie Vector: [0.619117020723109, -0.5524257923470095] User Vector: [0.05335299107058741, 0.6424935474341072] Predicted: -0.32189826214083894 Movie Vector: [-0.3893586737607648, -1.5993533893216771] User Vector: [1.1892312942633216, 0.648422679560025] Predicted: -1.5000945297965345 Movie Vector: [-2.495908737182617, -1.874246597290039] User Vector: [0.9411541089525577, 0.057236529824992055] Predicted: -2.456310134835191 Movie Vector: [-0.2946515109096393, -0.6350805182916976] User Vector: [-0.3262378313849288, 0.4043878801610255] Predicted: -0.1606923945900916 Movie Vector: [0.8080039743620906, 1.1709839863694722] User Vector: [0.18614140289253278, -0.9829820786414669] Predicted: -1.0006532796468335 Movie Vector: [-0.40922161889347186, -0.2791672491553185] User Vector: [0.7018238685853125, -0.3818572060911377] Predicted: -0.18059947388596242 Movie Vector: [1.1599104645162357, -0.6999280245207249] User Vector: [0.2984077776369931, 0.28831823982663324] Predicted: 0.14432428793903426 Movie Vector: [0.5236894237519173, 1.3353573655937847] User Vector: [-0.37244599334531103, 0.45134111881238115] Predicted: 0.4076556597677363 Movie Vector: [0.40511442551713406, 0.10356495212246186] User Vector: [1.447789138611892, -0.024306047745291492] Predicted: 0.5840030104876757 Movie Vector: [2.119018164561976, -0.9387576915511113] User Vector: [0.6021241805451668, 1.0353906796801635] Predicted: 0.30393111158711694 Movie Vector: [0.4372472869309354, -0.15875099797622133] User Vector: [-0.660145914007266, -0.4790636690002014] Predicted: -0.21259517433028746 Movie Vector: [-1.2996494154972353, 0.45245851246841096] User Vector: [0.2772627360163529, 0.4138178318600945] Predicted: -0.17310895216649594 Movie Vector: [0.6058805380606749, -1.2406381023937658] User Vector: [1.1103845065569373, 0.32454681482761377] Predicted: 0.2701152178012825 Movie Vector: [-0.013669503209978895, 0.7409709876507037] User Vector: [-0.7688359918964967, -0.7489073775629896] Predicted: -0.5444090331525704 Movie Vector: [1.5394166231922335, 0.4375454299121813] User Vector: [-1.0538173052289328, 0.7040899086370144] Predicted: -1.314192555705652 Movie Vector:
avg loss: 15.258837442287017: 7%|███▏ | 4841/70000 [00:08<01:56, 559.96it/s]
[-0.47946147141018414, 0.16709613920023342] User Vector: [-1.3934877866118507, -0.38489205728913317] Predicted: 0.6038097277791894 Movie Vector: [-0.4137471962434067, -1.407123364632206] User Vector: [-0.2879082100486299, -0.33332962520253545] Predicted: 0.5881571184296623 Movie Vector: [1.2221567829648416, -0.9439974317272158] User Vector: [-0.8991469528948924, -0.6518499471616125] Predicted: -0.48355387137057826 Movie Vector: [-0.9729227215204653, -1.9348160148301607] User Vector: [-0.5714306544740007, -0.8610423858195391] Predicted: 2.2219164650422796 Movie Vector: [0.5244014533446502, 0.753338345657798] User Vector: [-0.19070522605067686, -0.1976596851492271] Predicted: -0.24891071791495495 Movie Vector: [0.08228135382494764, 0.22037160603022257] User Vector: [-0.14626312085747778, 0.914259723455577] Predicted: 0.18944215598783745 Movie Vector: [-1.3303279876708984, -0.18073081970214844] User Vector: [1.0290809826804936, 0.10427864272052423] Predicted: -1.3878615974160395 Movie Vector: [2.4250371128989143, -0.13432343317165385] User Vector: [0.05142593309117438, -1.5001858537439745] Predicted: 0.3262199105819935 Movie Vector: [-0.08795434142602943, 1.7440720699193353] User Vector: [0.40432622933509277, -0.6667819782214814] Predicted: -1.198478072164086 Movie Vector: [0.018676794634259253, -0.7787109514379887] User Vector: [-0.21990436596222282, -0.7069447675076806] Predicted: 0.5463985238377603 Movie Vector: [-0.6839923058471865, -0.03243538000504809] User Vector: [0.7175595096720906, -0.14812399374175855] Predicted: -0.4860007255783105 Movie Vector: [-0.07632181178370176, 0.08146456171622637] User Vector: [-0.1479657731921822, -0.5972839512962669] Predicted: -0.037364459420482644 Movie Vector: [-0.24036717055847168, -1.2584262647283664] User Vector: [0.29076952894659147, -0.3799216060847973] Predicted: 0.40821187867738146 Movie Vector: [-0.19903849256616907, 0.39104374784733203] User Vector: [0.3430706022063284, 0.2613672263418394] Predicted: 0.03392176424625937 Movie Vector: [0.05720087011365539, 0.3771443862607344] User Vector: [0.19345259260141745, -0.17711877743503868] Predicted: -0.05573369598844569 Movie Vector: [2.0350298521029386, -0.7508767610681593] User Vector: [-0.5226703864510222, 1.2328832933370821] Predicted: -1.9893932533140029 Movie Vector: [1.3472709549905248, -0.9484725475161475] User Vector: [0.8422524711594372, 0.043988607520569045] Predicted: 1.0930203045253826 Movie Vector: [0.5658126352495711, 0.17008107935728728] User Vector: [-0.7786655426025391, 0.4420948028564453] Predicted: -0.36538684138990846 Movie Vector: [0.004774567057857823, -2.0503735968487242] User Vector: [-0.6245491661314484, 0.10687783131828404] Predicted: -0.22212143529808506 Movie Vector: [-0.8089368851226079, -0.11417310704110623] User Vector: [-1.1058996284099925, 1.4491131319596957] Predicted: 0.7291532519343218 Movie Vector: [-1.0596930741682717, -0.0024743166134517935] User Vector: [0.7704686656472397, 1.1200749948584452] Predicted: -0.8192317290181399 Movie Vector: [-0.8190301489268629, -0.21062167771666324] User Vector: [0.3331345358550289, -1.0070750359891463] Predicted: -0.06073539484742266 Movie Vector: [0.22626317530659273, 0.3194831199231454] User Vector: [-0.9929174266297631, 1.2148537343094608] Predicted: 0.16346461152096942 Movie Vector: [-0.28956075938494824, 0.3171316664986792] User Vector: [0.25425808319228727, -0.33522134585037144] Predicted: -0.17993246770437843 Movie Vector: [-0.7937825449486412, -0.6481945629769419] User Vector: [0.35175989385187995, 0.23053229941824077] Predicted: -0.4286506468260852 Movie Vector: [2.126696437484121, -0.11044073140989737] User Vector: [-0.6705223408176929, 2.2859907835806066] Predicted: -1.6784639676054276 Movie Vector: [-1.0415497408694572, -0.40987558980255606] User Vector: [-1.1606052377550455, -0.9326372903027688] Predicted: 1.5910933440702073 Movie Vector: [-1.4832210540771484, -0.41253089904785156] User Vector: [-0.024105795006335307, 0.3860249413333285] Predicted: -0.12349299342446785 Movie Vector: [1.3348299383940732, 0.5742365048196989] User Vector: [-1.2537634658743877, 0.23709288884426177] Predicted: -1.5374136181063143 Movie Vector: [-0.43675778819649697, 0.6804183067581417] User Vector: [0.32832376272846286, -0.4029546518538385] Predicted: -0.41757568233634024 Movie Vector: [-0.1498720263617625, -1.0271255669066846] User Vector: [0.4536546850615469, -2.387193938766865] Predicted: 2.3839577807534362 Movie Vector: [-0.17706130984206994, -0.9331050935763787] User Vector: [0.021723025369129123, -0.4295983343044681] Predicted: 0.39701408660583665 Movie Vector: [0.5514378750409954, -0.6164237920073695] User Vector: [-1.1800684865833813, 1.733972496483515] Predicted: -1.7195963601632367 Movie Vector: [-1.383620328688005, 1.1176871117564422] User Vector: [2.6535728342415434, -1.6766928974450817] Predicted: -5.545555358958779 Movie Vector: [0.7214139945473296, 0.2674439262708854] User Vector: [1.425017158984269, -1.9402552983665218] Predicted: 0.5091178259982978 Movie Vector: [0.6733745246780553, -0.014553181390886974] User Vector: [0.08949493886477355, -0.18894014474624857] Predicted: 0.06301329211767111 Movie Vector: [-0.009783512359005514, 0.7267250590006678] User Vector: [-0.5715954910348398, 0.339634826437178] Predicted: 0.25241335083213096 Movie Vector: [1.3162668152828985, -1.2781409889413828] User Vector: [0.8864693736769409, -0.552674124413361] Predicted: 1.8732256712755786 Movie Vector: [-0.23801766144724787, 0.9395199361823456] User Vector: [-0.4093247546051625, -0.698126293704288] Predicted: -0.5584770500446808 Movie Vector: [1.6893631305971997, 0.585925917723256] User Vector: [-0.5471990626070049, 0.24014333588130743] Predicted: -0.7837117170042437 Movie Vector: [0.011905381620267552, -0.18648416016760522] User Vector: [-0.1929629641695655, 0.9638617956142418] Predicted: -0.18204225519977854 Movie Vector: [1.0799800458942312, -0.09269264598631738] User Vector: [0.700726160773708, -0.23244002695559055] Predicted: 0.7783157524033223 Movie Vector: [-1.107075795628218, 0.40962600207132266] User Vector: [-0.008381929161177276, 0.15387339414881324] Predicted: 0.07230997416533291 Movie Vector: [-0.7741015339928483, -0.14103483376726958] User Vector: [0.8952131986846134, 0.3620566277819254] Predicted: -0.7440485066659657 Movie Vector: [1.3004342423852766, 0.5085445874075685] User Vector: [-0.07451108722191493, -0.6729136102670354] Predicted: -0.4391033435549211 Movie Vector: [0.2988484665751272, -0.885222323375028] User Vector: [-0.4371074385460875, -0.7996839891637473] Predicted: 0.5772692311152632 Movie Vector: [0.169056978707288, -1.5530346780671471] User Vector: [0.41509688951872514, -0.7234441348081291] Predicted: 1.1937088550141373 Movie Vector: [-0.16326583944937179, -0.8230956922261728] User Vector: [0.24110234861290714, -0.6399508109121022] Predicted: 0.48737697835889604 Movie Vector: [-0.3403537647565734, -0.31663774217690394] User Vector: [-1.058151179820158, 1.6639223799039289] Predicted: -0.16671488779699994 Movie Vector: [1.0197237493984128, -0.9258665386870256] User Vector: [0.493199963687978, -0.5038953427713715] Predicted: 0.969467553047308 Movie Vector: [-0.4382889333933204, 1.1502916476929685] User Vector: [1.018494490130144, -0.0800849621599346] Predicted: -0.5385159268244948 Movie Vector: [-0.780123379005968, 0.4076428169956157] User Vector: [-0.5593599328718963, 0.46510947685424586] Predicted: 0.6259682982687971 Movie Vector: [0.5972542312449447, -0.598468566443375] User Vector: [-0.1379521794646098, -0.30917707566677166] Predicted: 0.10264023835674754 Movie Vector: [-0.3679090163174511, -0.7197994386411734] User Vector: [0.3591511334164942, 1.2632569817451453] Predicted: -1.0414266065242586 Movie Vector: [1.2130618799123667, -0.4700547919757149] User Vector: [0.6057056039295305, -0.30689085125299087] Predicted: 0.8790138938211864 Movie Vector: [0.3160859437966702, -0.8437511420828597] User Vector: [0.39142513178911403, 1.0094070212524047] Predicted: -0.7279643448008757 Movie Vector: [0.7922528203634928, -1.1861646022356196] User Vector: [0.7668485895541113, 0.060062815472018284] Predicted: 0.5362935722424932 Movie Vector: [-1.1669942563346276, -0.025187225997677618] User Vector: [0.23847368873683716, -0.3953718818807255] Predicted: -0.2683391041007638 Movie Vector: [-0.0701731702817075, -0.23006778868248165] User Vector: [-0.8429281426517451, 0.08937937438898019] Predicted: 0.03858762507004803 Movie Vector: [-0.7581554448821965, -0.3946476136925398] User Vector: [0.2947688549512678, 0.3142072798635504] Predicted: -0.34748176556596827 Movie Vector: [-0.4174073924433723, 0.7778739013534662] User Vector: [-0.001320938085252632, 0.3349371267466048] Predicted: 0.2610902188122463 Movie Vector: [0.2099853767143095, -0.03156138524005366] User Vector: [-0.729506618582549, 0.7273675755774273] Predicted: -0.17614245038256168 Movie Vector: [-0.5828770262806084, 0.5765989879250079] User Vector: [-0.22629630523162292, 1.4567414230657019] Predicted: 0.9718585476598166 Movie Vector: [1.457449442436096, -0.9427182180158952] User Vector: [-0.604516813924913, 0.47237709791596205] Predicted: -1.3263711893769652 Movie Vector: [-0.2864304827278345, -0.43321165750203555] User Vector: [-0.6280597945908847, -0.8499472704890542] Predicted: 0.5481025359845058 Movie Vector: [-0.4709064566605985, -1.4733002716696904] User Vector: [-0.9991802265528588, 0.3944918739219081] Predicted: -0.11068456496929169 Movie Vector: [0.6982671777883904, 0.732854350748027] User Vector: [-0.8662756809229586, -0.9683002995429737] Predicted: -1.3145149622554766 Movie Vector: [-1.6684218452326922, 0.9949387198308407] User Vector: [-0.2683201046294698, -0.08379222412291742] Predicted: 0.36430299587829473 Movie Vector: [1.077674841065678, -2.0705293231920554] User Vector: [-0.7771806296585464, -0.12504240793434035] Predicted: -0.5786440392760028 Movie Vector: [0.22094800330045833, 1.5425611933874936] User Vector: [0.7664027036723934, 0.06859266067469816] Predicted: 0.27514352360847394 Movie Vector: [0.8854486679804914, 0.34921018571476586] User Vector: [-0.12308666878750552, -0.5666400868909081] Predicted: -0.30686341690065777 Movie Vector: [0.5095173922319064, -0.5532550249597559] User Vector: [-0.006984697863435259, -0.5808867371587096] Predicted: 0.3178196812246277 Movie Vector: [-0.07780560845139378, -0.0994143989721735] User Vector: [-0.5066422348810522, -0.6448259809480594] Predicted: 0.10352459468968775 Movie Vector: [0.516738237911059, -0.16369927046174967] User Vector: [0.07559225443504552, -0.9852275507283403] Predicted: 0.20034243964953563 Movie Vector: [-0.3913633470168175, -0.8721410008332524] User Vector: [-0.7626986288594091, -0.11172052936236487] Predicted: 0.3959283424472695 Movie Vector: [-0.2617745560063469, -0.6666420197759999] User Vector: [1.2630121954323759, 1.2898537879732912] Predicted: -1.190495191120151 Movie Vector: [0.8966866977783519, 0.9798457217430167] User Vector: [0.7810150118020662, -0.30512442808719265] Predicted: 0.40135090638759485 Movie Vector: [0.7814277394107934, -0.9463702418697539] User Vector: [-0.3358780674304227, 1.0147224269793154] Predicted: -1.2227675476008997 Movie Vector: [2.2646750437542753, 0.08370490714841237] User Vector: [-0.3750726206585874, 0.5093309528366716] Predicted: -0.806784103486011 Movie Vector: [-0.5771379331068, 0.23729620172509883] User Vector: [0.642523735678288, 1.3410487318536324] Predicted: -0.05259905038429946 Movie Vector: [1.0242869702316377, -0.446565990108784] User Vector: [0.9732924907121756, 0.3681180758694278] Predicted: 0.8325418034332073 Movie Vector: [-0.43389168204173323, -1.4624563606670065] User Vector: [0.008675932558459165, -0.5146745194331921] Predicted: 0.7489246096472361 Movie Vector: [0.3101539656328724, -1.1966599685767882] User Vector: [-0.39152960515247837, -0.03188852055959036] Predicted: -0.08327474368991421 Movie Vector: [0.9528723001105294, 0.9578953116749899] User Vector: [-0.9191291899131961, 0.6657815971298995] Predicted: -0.23806367480109725 Movie Vector: [0.6000940257672387, 0.24572272551993665] User Vector: [-0.7259211545650952, -0.9085546453965297] Predicted: -0.6588734717832048 Movie Vector: [-0.41774302903474525, 0.4316850722745077] User Vector: [-0.04618823744490644, 0.4468261895201169] Predicted: 0.21218301013314578 Movie Vector: [0.04374952750889055, 0.5625049801688123] User Vector: [-0.05480172307194987, -0.7286295341965138] Predicted: -0.4122552911746918 Movie Vector: [0.41496775997327845, 0.486236235055751] User Vector: [-0.20766923656615652, -0.6337013884006149] Predicted: -0.39430461515873594 Movie Vector: [1.2011312375766363, 1.1169026296071274] User Vector: [0.4526603698751831, 1.5873390810903247] Predicted: 2.3166077040180215 Movie Vector: [0.48024155192182677, 1.3880087873628166] User Vector: [-0.04289443066382487, 0.3839365811416009] Predicted: 0.5123076604637806 Movie Vector: [-0.5307801526632158, 0.9378171655965418] User Vector: [-0.2017967399093762, 0.24207114838706983] Predicted: 0.33412818266909966 Movie Vector: [-0.7410199823605548, -0.5300856682973271] User Vector: [0.5959106906051861, 0.019551822484237757] Predicted: -0.45194587032870887 Movie Vector: [0.6901661866606564, -0.014031043673460485] User Vector: [0.675251434796405, 0.8909904118996145] Predicted: 0.4535341824085737 Movie Vector: [0.5893827361912523, 0.1662778599277811] User Vector: [0.9684273354215002, 0.05131655290734602] Predicted: 0.5793071593494317 Movie Vector: [0.5535899125850904, 0.4563319219632287] User Vector: [0.7108498745654787, -0.5469625252252691] Predicted: 0.1439228595439178 Movie Vector: [1.1039660787263816, 1.471970693907671] User Vector: [-0.11963327207318468, -0.7595557637380924] Predicted: -1.250114898866971 Movie Vector: [0.4182104082998312, 0.15200378950981952] User Vector: [-0.4252993968827458, 0.29549086310040273] Predicted: -0.13294890346321658 Movie Vector: [0.309597034732653, -0.45422838706245594] User Vector: [-1.7045216884444863, -0.31218982107074983] Predicted: -0.38590938149762444 Movie Vector: [1.5022602406274097, -0.09418921077626405]
avg loss: 15.244040034363781: 7%|███▎ | 4965/70000 [00:08<01:51, 585.72it/s]
User Vector: [0.3075475017013522, 0.3311581807322589] Predicted: 0.43082485622495714 Movie Vector: [1.8706381528283877, -0.3631069833023404] User Vector: [-0.07273674011230469, 1.508798599243164] Predicted: -0.6839194289484224 Movie Vector: [0.6852025697421414, -0.03952434260761627] User Vector: [1.177890279279974, -0.3306383836798819] Predicted: 0.820161710992719 Movie Vector: [0.42708109994363136, -1.767099037277004] User Vector: [0.5073570528152156, 0.2821034652959456] Predicted: -0.2818221537564908 Movie Vector: [0.567692597726208, 0.4811053578943252] User Vector: [-0.6807002417891275, 0.704647554145821] Predicted: -0.047418774807441555 Movie Vector: [-0.6533141520603353, -0.09724063661367968] User Vector: [-0.34542242805789924, 0.844619558554051] Predicted: 0.14353801711910757 Movie Vector: [-1.485524535983008, -0.3756434424284729] User Vector: [0.06098747253417969, -0.1420879364013672] Predicted: -0.037223985279746234 Movie Vector: [0.18888569987199297, 0.36521518624905486] User Vector: [0.8285250314924146, -0.6610093795639398] Predicted: -0.08491413323490674 Movie Vector: [-0.008213226549399516, -0.20853532357281246] User Vector: [0.7539270164351163, 0.016926535884391497] Predicted: -0.009721954025312864 Movie Vector: [-0.9745056547281116, 0.2781085878535099] User Vector: [1.5255260467529297, 0.44394493103027344] Predicted: -1.3631688611421984 Movie Vector: [0.5393879756214603, -0.6405279149690599] User Vector: [-0.860243913063817, 0.6516167320001813] Predicted: -0.8813839295152046 Movie Vector: [-0.3706645965576172, -0.8881473541259766] User Vector: [-0.23114260188084867, 0.2892759906950959] Predicted: -0.17124332647457735 Movie Vector: [0.590249839989957, -0.20393688276476984] User Vector: [0.20391366163057678, 0.6809657821269983] Predicted: -0.018514032727239296 Movie Vector: [-0.7411091815762101, 1.0905676028947833] User Vector: [0.5319919435063453, 0.18017366407209123] Predicted: -0.19777255292525447 Movie Vector: [0.8225571714201202, -0.19436692346276718] User Vector: [-0.07843184702524159, -1.0549581038648896] Predicted: 0.1405342827919947 Movie Vector: [0.47434555636822107, 0.5777363862700005] User Vector: [-1.885715370503733, -1.4806374662076331] Predicted: -1.7498988456764673 Movie Vector: [-0.3013089213835076, -0.6089674396718505] User Vector: [0.20646624909272343, -0.09131540625083122] Predicted: -0.006602013669063524 Movie Vector: [0.3712947340127498, -0.5595440871878252] User Vector: [0.009704579761133383, -0.6399804405432109] Predicted: 0.36170053078292874 Movie Vector: [0.36527087152405285, 1.5050915419857198] User Vector: [-0.3700506530618571, -0.6126899491910109] Predicted: -1.0573231849390003 Movie Vector: [-0.8171746876051086, 0.6393529552183449] User Vector: [-0.2918439781821486, 0.9991239893205272] Predicted: 0.8772803869020505 Movie Vector: [1.8137858725881928, 0.01211314693198693] User Vector: [0.24150028643910956, -0.2676936803950329] Predicted: 0.4347871948858694 Movie Vector: [0.4973673532946727, 0.10201617405291946] User Vector: [0.9662547268970887, -0.7798248549905299] Predicted: 0.4010288079877652 Movie Vector: [-0.2336427780818349, -0.2887038664847396] User Vector: [0.14118442202624593, -0.4117950765529826] Predicted: 0.08590011021613511 Movie Vector: [1.7963123321533203, 0.41390419006347656] User Vector: [0.6360302504500213, 1.1197610896227526] Predicted: 1.6059827893708394 Movie Vector: [0.3995014854384605, -0.09683836508497959] User Vector: [-1.0360247377652652, 0.12907945654943864] Predicted: -0.4263932652265202 Movie Vector: [-0.30331490256343113, 0.727088472915456] User Vector: [-1.5263886491101082, -1.2731830676903808] Predicted: -0.46274030805005484 Movie Vector: [-2.6123864312439573, 1.3513179098875272] User Vector: [1.2359976614334696, -1.3161095493164088] Predicted: -5.007385925143323 Movie Vector: [0.12525057325496286, -0.12995105253148057] User Vector: [1.7593954002582206, 0.6216330506439535] Predicted: 0.13958341324495005 Movie Vector: [-0.362918928757983, 0.3695656167052829] User Vector: [0.5141483507540854, -0.03893653895435517] Predicted: -0.20098377470939188 Movie Vector: [-1.2134613295747338, 2.18781109058675] User Vector: [-1.175159639829633, 0.7874906619484145] Predicted: 3.148891582954474 Movie Vector: [0.0416621767036337, -1.2537504414532412] User Vector: [-0.034465300142253734, -0.3018394238513019] Predicted: 0.37699541147689136 Movie Vector: [1.0458274632838551, 0.3941590774371624] User Vector: [1.1831360994424396, -0.6479856275621835] Predicted: 0.9819468084469904 Movie Vector: [1.1404357256673512, -0.2389142758535378] User Vector: [0.25021247881598463, -0.46378883899788126] Predicted: 0.39615702446766604 Movie Vector: [0.1826583025064358, 0.3439419213883706] User Vector: [0.006774910014855612, 0.07336849878164302] Predicted: 0.026471996003286005 Movie Vector: [-0.017040874452595334, -0.6935438891325387] User Vector: [0.8108451787384118, -1.4450411307366917] Predicted: 0.9883819348762329 Movie Vector: [-1.4209188442824654, -0.35897074930317585] User Vector: [-1.0233315504445193, -0.8601541443334803] Predicted: 1.7628412616830313 Movie Vector: [2.217301389634994, 0.14803609813100327] User Vector: [-0.2033894460176746, 0.08159037011383452] Predicted: -0.43889738125536504 Movie Vector: [0.4626148673747054, -0.055572212045833846] User Vector: [-0.31135474422868603, 0.6071178937121843] Predicted: -0.17777621803403243 Movie Vector: [0.9932340581115764, 0.8528875644515577] User Vector: [-0.4236360273783619, 0.27027072633851423] Predicted: -0.19025918910586842 Movie Vector: [1.1776531531854326, 0.1915709626228823] User Vector: [-0.6736213220879766, -0.41766302259410976] Predicted: -0.8733043813001818 Movie Vector: [-0.07305092539517968, -0.9731981751792148] User Vector: [0.923815410323814, -0.6673257514790603] Predicted: 0.5819546329710374 Movie Vector: [0.09646536712939843, -0.08077438187441281] User Vector: [-0.02807394604113543, 1.230842661918101] Predicted: -0.10212871871272053 Movie Vector: [-0.7050869252295509, -0.9155165245550244] User Vector: [0.5947531098843845, -1.0200274519152768] Predicted: 0.5144993462090977 Movie Vector: [0.23821143296720243, -1.2025194001544457] User Vector: [0.20162249191975318, 0.5101956235427075] Predicted: -0.5654913524653775 Movie Vector: [-0.435446026800548, -2.195358290433359] User Vector: [-0.1816326207368794, -0.603193124203811] Predicted: 1.4033162289904801 Movie Vector: [-0.8450523197454386, 0.7347916591804756] User Vector: [1.6173293108667501, -0.03425237484374193] Predicted: -1.3918962452825434 Movie Vector: [-0.7096979799490098, 0.05801901733925448] User Vector: [0.4588603973388672, -2.165708541870117] Predicted: -0.4513045785125279 Movie Vector: [-0.384988521765226, 0.5528406102196985] User Vector: [0.8162263124707144, 1.7625293753359164] Predicted: 0.6601600539268704 Movie Vector: [1.107126111842439, 1.2158419804921765] User Vector: [0.442755706567738, -2.4618884613933596] Predicted: -2.503080938742948 Movie Vector: [0.6103744222654759, 0.01081276907082171] User Vector: [-0.09329302743807674, 0.6456528363132522] Predicted: -0.04996238270493704 Movie Vector: [-0.37719320817486834, -1.444771276533719] User Vector: [1.3659401619874947, 1.4393341261189587] Predicted: -2.594731954626395 Movie Vector: [1.8269634246826172, -1.2876415252685547] User Vector: [-0.3867522600020371, -0.7171539941519153] Predicted: 0.21685502944514456 Movie Vector: [0.9106058261364757, 0.8906219235867238] User Vector: [-1.3923305212250476, -0.7136875972698242] Predicted: -1.9034901052556021 Movie Vector: [-0.28235536144779033, -1.3777197920194912] User Vector: [0.4168345236736414, -2.1104873978982965] Predicted: 2.7899647962964096 Movie Vector: [0.3762340545654297, -0.2937030792236328] User Vector: [0.454403661405207, -0.262537814525616] Predicted: 0.24807029647867407 Movie Vector: [-1.3024126391495456, -1.241932105052345] User Vector: [-0.34812751138873255, 0.900425955642178] Predicted: -0.6648622316660968 Movie Vector: [0.8163787763707023, 0.16636780728260148] User Vector: [0.5268398729101766, -0.3190998433900059] Predicted: 0.3770129495406895 Movie Vector: [1.3458062365086052, -0.6491219079523721] User Vector: [0.2437827715790885, 0.7241069188337064] Predicted: -0.14194929037035886 Movie Vector: [1.2596523381258515, -0.3235084114813249] User Vector: [-1.632309637892669, -0.6678312986687502] Predicted: -1.840093609347025 Movie Vector: [-0.025394693764615207, -0.9203912131441707] User Vector: [1.2540031973516463, 1.010579557417211] Predicted: -0.9619735720065193 Movie Vector: [-0.3328017762997978, 1.2210208207663829] User Vector: [0.46454366436475303, 0.07242431278187438] Predicted: -0.0661693628330414 Movie Vector: [0.9286788613462048, -0.05375622755908183] User Vector: [-0.6236420200450822, -0.28268385279480646] Predicted: -0.5639671435449983 Movie Vector: [0.7066399615971124, 0.7152207600570842] User Vector: [0.04421153563476649, -0.6374474727020126] Predicted: -0.42467402807930016 Movie Vector: [0.291360114827933, -0.1619681874675608] User Vector: [-0.859803333115108, -1.6432525216928207] Predicted: 0.015642234624227425 Movie Vector: [0.028167207371623537, -1.0176302525631762] User Vector: [0.8572971223446362, -0.24587821664048837] Predicted: 0.27436077752382104 Movie Vector: [-1.2497884274794053, 0.5661584301422689] User Vector: [0.1478360629315304, 0.5317254631973486] Predicted: 0.11627705289453788 Movie Vector: [0.7308669545885388, 0.8852751017201693] User Vector: [0.601466468018047, -1.1277816626151453] Predicted: -0.5588050603222896 Movie Vector: [-0.06312295779767702, -0.7417191383233486] User Vector: [0.9618568122189749, -0.38315054978576524] Predicted: 0.22347484867010858 Movie Vector: [-0.669317776019203, 0.22186738345893264] User Vector: [0.4920463328677655, 0.23895500145564993] Predicted: -0.27631903627606674 Movie Vector: [-1.167360276565537, -0.510974217730596] User Vector: [-0.47358273488351615, 1.4473606067693425] Predicted: -0.18672228144776082 Movie Vector: [-0.3672321127065858, 0.8748603392397187] User Vector: [-0.007991510389663059, -0.2217538092549938] Predicted: -0.19106887354841118 Movie Vector: [0.8853608604869083, -0.7823577278109108] User Vector: [-0.6328408110057715, -0.32120277155339544] Predicted: -0.30899701446422123 Movie Vector: [1.1552640010441104, -0.33863937267786387] User Vector: [-1.2610298598900895, -0.9050276034224128] Predicted: -1.1503444214936025 Movie Vector: [-0.029583729648820084, 0.014913972701582474] User Vector: [-0.8132076263427734, -2.4481868743896484] Predicted: -0.01245447764693643 Movie Vector: [-0.051639513136785165, -1.714704551877825] User Vector: [-0.14965969354580616, 0.31395336561679626] Predicted: -0.5306089113895778 Movie Vector: [-0.3156023868077748, 1.204570893793635] User Vector: [1.0062549152761124, -0.45093582257917186] Predicted: -0.8607606198459574 Movie Vector: [-0.9798956218956543, -0.06926009693715215] User Vector: [0.3285950582049124, -0.7833514015158353] Predicted: -0.26773386490670065 Movie Vector: [0.3023792732781743, -0.3477386634004564] User Vector: [-0.5417311606924301, -0.9374337958520673] Predicted: 0.16217370051369528 Movie Vector: [0.12905581696002116, -1.2049248979978238] User Vector: [-1.8692983620571568, 0.9802661317701812] Predicted: -1.4223908960912226 Movie Vector: [0.9082408168959868, -1.331498133529176] User Vector: [0.5887934201572528, -0.2441605108697126] Predicted: 0.8598654814111576 Movie Vector: [0.8813215226600191, 0.6031647731314003] User Vector: [-0.18663698358379316, -0.5083312364443879] Predicted: -0.471094685462325 Movie Vector: [-0.7381827485573708, -0.1943990287356765] User Vector: [-1.1586171779230863, 0.8916734682945832] Predicted: 0.681930756739209 Movie Vector: [0.9117790478574836, -1.1768028040347356] User Vector: [-1.1504216594277321, -0.47708760016601715] Predicted: -0.48749233962207206 Movie Vector: [-0.6557356197316996, -1.4003268470985433] User Vector: [0.5348563614766648, -0.3253423519036466] Predicted: 0.10486126220851538 Movie Vector: [-0.5068483662653848, -0.0690027551764761] User Vector: [-0.2438355611951775, 1.6004071394676362] Predicted: 0.013155153801809233 Movie Vector: [-1.5995792227454844, 1.0729432371808068] User Vector: [0.22928775722389627, 0.1305228275753388] Predicted: -0.226720347340579 Movie Vector: [-1.29775312320388, -0.46516052815053033] User Vector: [-0.33024588372946007, -0.6142559103413936] Predicted: 0.7143052307091197 Movie Vector: [0.10744153862815836, 0.1232782139186988] User Vector: [-0.26547137316763186, 0.35457566420785336] Predicted: 0.0151888017877201 Movie Vector: [-0.3553327198385426, -0.5749284870185183] User Vector: [-1.7811058198520229, 0.2263117210051731] Predicted: 0.5027721199362154 Movie Vector: [1.3745273075225828, 0.7981804355387819] User Vector: [-0.03563129083743324, -0.6892762107176909] Predicted: -0.599142968335499 Movie Vector: [-0.16795610113623138, 0.07709526601185379] User Vector: [0.09925080271674418, 0.5862453375245236] Predicted: 0.028526962385716524 Movie Vector: [0.2694660725510823, -1.4964270222154843] User Vector: [0.11054579430267772, -0.44965411230063357] Predicted: 0.7026629053247665 Movie Vector: [2.0092983281010173, -0.8450385728201101] User Vector: [0.9463011051170263, 0.5189143285786144] Predicted: 1.462898604753808 Movie Vector: [0.3993649268007764, -0.6289913238185734] User Vector: [0.4478927701241354, -0.2119549345212442] Predicted: 0.31219047820961876 Movie Vector: [-0.47247435089954026, 0.5859901062006995] User Vector: [-0.9662995922567557, -0.7147278107418414] Predicted: 0.03772834690479593 Movie Vector: [-1.4935185130406734, -0.34801655061295267] User Vector: [1.3048406045818153, -0.6004430190354306] Predicted: -1.739839491185788 Movie Vector: [-0.06868237007411343, -1.6789523585622472] User Vector: [-0.3007185519946596, 0.1225654481230144] Predicted: -0.18512748532812504 Movie Vector: [1.2853515434562124, -0.8082387391909281] User Vector: [0.19386271315871037, 0.018133682521136278] Predicted: 0.2345253928793856 Movie Vector: [-0.07339705722960957, 0.03400882854342466] User Vector: [1.4830493927001953, -0.7761478424072266] Predicted: -0.1352473400471303 Movie Vector: [-0.01280438260052362, 0.0066143142372479796] User Vector: [0.09356609314401687, 1.063002580780688] Predicted: 0.005832977049236829 Movie Vector: [-0.21301120900515133, -0.5373001640277059] User Vector: [-0.2511421162679828, -0.6127787661283751] Predicted: 0.38274221737182645 Movie Vector: [-0.165480259472455, 0.36175915615426063] User Vector: [-0.8300025035580317, 0.890938930948914] Predicted: 0.45965434549662854 Movie Vector: [-0.49114260401701393, -0.07952519241078645] User Vector: [-1.8320321984407444, -1.9551433914399723] Predicted: 1.0552722189801433 Movie Vector: [-1.1090477632499813, 0.6482161725028477] User Vector: [0.8318222639515979, -0.447243289563498] Predicted: -1.2124409545954886 Movie Vector: [-0.0980695547043784, -1.2128139948192895] User Vector: [-0.5167835262884122, -0.6577837922181068] Predicted: 0.8484501190690865 Movie Vector: [-1.0947022222166918, 0.24976067080496242] User Vector: [-0.22703444050410979, 1.457471608047916] Predicted: 0.6125541930448071 Movie Vector: [-0.5115039239684621, 0.2983208612136226] User Vector: [1.1106434106379328, 0.8342507795866533] Predicted: -0.3192240516365922 Movie Vector: [-0.7370520447196893, -0.0891568549607415] User Vector: [-0.23188696647866588, 0.6858095832547131] Predicted: 0.10976813724201973 Movie Vector: [-0.8048798372639142, -0.7449101749992869] User Vector: [-0.06392655127047846, -0.574692001653069] Predicted: 0.47954711170550407 Movie Vector: [-0.4162452926296435, -0.6506452465917745] User Vector: [-0.7716313835204728, -0.5973799913317168] Predicted: 0.7098703828047128 Movie Vector: [-0.5379167954918613, -1.4719936648416911] User Vector: [-1.306590673089936, 0.9654488150611992] Predicted: -0.7182974716109102 Movie Vector: [-1.2600590963582303, 0.5115475204762737] User Vector: [-1.1094455694426077, 0.43336553614082823] Predicted: 1.6196540471632062 Movie Vector: [-0.026817460161514983, -0.5158440189893579] User Vector: [-0.009315744657098252, -0.38697492992212273] Predicted: 0.19986852771036953 Movie Vector: [0.2985177888469161, 0.24379195431534098] User Vector: [0.8462465024277235, -0.6267444759072195] Predicted: 0.09982437408639525 Movie Vector: [-0.20399263133806114, 0.8720993916175083] User Vector: [0.4496868907180853, 0.3487161593392892] Predicted: 0.2123823382911748 Movie Vector: [-0.06508900429834522, 0.4896501026444678] User Vector: [-0.2942943572998047, -0.13815879821777344] Predicted: -0.04849414304130335 Movie Vector: [-0.08498359438383635, 1.9492281786817773] User Vector: [-0.05202137549496282, -0.6928815056415154] Predicted: -1.3461631918095456 Movie Vector: [1.8585801197739735, -0.11298382196684781] User Vector: [-0.38091743148049195, -0.7318521578135836] Predicted: -0.6252781115205438 Movie Vector: [1.1389269868969885, -0.1855487207768352] User Vector: [0.6942188911856323, -0.24089767263084452] Predicted: 0.8353628849797905 Movie Vector: [1.0757020996413582, 1.2925217174801973] User Vector: [-0.24520085066433223, 0.5991710712901585] Predicted: 0.510678552234936 Movie Vector: [-0.49815279851665706, 1.4172008909094351] User Vector: [0.06923431199430294, 0.6000235171877436] Predicted: 0.8158645968517456 Movie Vector: [0.5033990730423962, -0.6507772604932855] User Vector: [1.1827225701122024, -0.2901053449103242] Predicted:
avg loss: 15.233947442445203: 7%|███▎ | 5095/70000 [00:08<01:47, 603.05it/s]
0.7841754070760035 Movie Vector: [0.6709158316079253, 0.2655156637221312] User Vector: [1.2429482763606123, 0.15340732032358323] Predicted: 0.8746457229556674 Movie Vector: [1.2366935406579536, 0.4953982837952503] User Vector: [0.0612088127638428, -0.8457287169418223] Predicted: -0.3432760115529513 Movie Vector: [0.9067551597734177, -0.10171501652404555] User Vector: [-0.08144018425610774, 0.47216602928182516] Predicted: -0.12187268275761738 Movie Vector: [0.49652016196512044, 0.7244403055266522] User Vector: [-0.28692247493149103, -0.2701619034077122] Predicted: -0.33817896557076205 Movie Vector: [-0.49580914955748223, -0.7229043748670344] User Vector: [1.0225474501361926, -0.9790307607533536] Predicted: 0.20075723844380255 Movie Vector: [-1.1882200507157814, 1.4884867111363629] User Vector: [-2.0686580459449915, 0.49543933139857005] Predicted: 3.195475829227423 Movie Vector: [0.279621385236113, -0.14634156665657236] User Vector: [0.808781644194475, 0.2735709314348481] Predicted: 0.18611784500532677 Movie Vector: [0.02482498556801678, 1.5580855637279334] User Vector: [0.7934950255706498, 0.25773926428614513] Predicted: 0.4212783294481857 Movie Vector: [-0.028829716121750792, -0.5994328932941395] User Vector: [-0.1600215675014125, 0.9813994617117854] Predicted: -0.5836697424467834 Movie Vector: [0.047891928308472255, 0.2028153872887577] User Vector: [-0.295400861083456, -0.7244171675067694] Predicted: -0.16107026524778015 Movie Vector: [0.03171779036933152, 1.164687387906914] User Vector: [-0.334768222053388, 1.58802749191944] Predicted: 1.8389374831986172 Movie Vector: [-0.26519266409493375, -0.6646212527398047] User Vector: [0.10960720156541318, -0.04608391942741075] Predicted: 0.001561326473883639 Movie Vector: [-0.6379243438696298, -1.190266440476181] User Vector: [-0.4000008079359128, 0.8364959990261516] Predicted: -0.7404828622835854 Movie Vector: [0.812464878423351, -0.33011466736192585] User Vector: [-0.6935163325003442, 1.3510917853515314] Predicted: -1.0094728780662516 Movie Vector: [-1.0984581643407543, -1.6443834294169115] User Vector: [0.7842900796695571, -0.906333435430272] Predicted: 0.628849841523556 Movie Vector: [-0.870985239557536, -0.0698394216989461] User Vector: [0.5487023067945465, -0.15613131706265315] Predicted: -0.4670074892364702 Movie Vector: [0.7831505740078508, 0.14422896844949884] User Vector: [-0.7492395328854624, 0.09632802222626435] Predicted: -0.5728740789701494 Movie Vector: [-0.6872232464213066, -0.31903781720701097] User Vector: [-0.15152858226821683, -0.5934810714500663] Predicted: 0.2934768698210893 Movie Vector: [-0.5304898197111573, -0.7390908386907901] User Vector: [1.1653827815499538, 0.284371046559021] Predicted: -0.8283997369796064 Movie Vector: [0.05306426982428347, 1.1701168246950582] User Vector: [0.6947323453920426, -0.36305725213880724] Predicted: -0.3879539344236336 Movie Vector: [2.239100675285558, 0.9822667800543167] User Vector: [-1.2445833420320536, -0.767408550476204] Predicted: -3.540547327455539 Movie Vector: [-0.06183658689103165, -0.3970043974885553] User Vector: [-0.48738243509373264, 0.11489859522783309] Predicted: -0.015477181273871078 Movie Vector: [-0.8415499696905655, 0.22861568617642872] User Vector: [1.212078413500367, 0.11631214180256569] Predicted: -0.9934337720349791 Movie Vector: [-0.27548459801638525, 0.46403981961596263] User Vector: [1.0716744916269696, -0.7325147538854172] Predicted: -0.63514583078929 Movie Vector: [-0.07175856515360166, -0.8255995310932259] User Vector: [0.40364838696385363, 0.2958437981570428] Predicted: -0.2732137301103854 Movie Vector: [-0.6513854625970088, -0.8013547915073681] User Vector: [-0.07629468231852957, 0.802122140062919] Predicted: -0.5930871733778172 Movie Vector: [0.5664806462728865, -0.14625019334016467] User Vector: [-0.03320502208997482, -0.41413720459268455] Predicted: 0.04175764386800104 Movie Vector: [-0.5716920169210876, 0.42309914635985085] User Vector: [1.4057292220108528, -0.24833160830008066] Predicted: -0.9087130656622289 Movie Vector: [-0.24547106878130834, -0.6729131203947846] User Vector: [-0.1064096799936208, 0.9812292277659319] Predicted: -0.6341615236018269 Movie Vector: [0.24770968111374125, -0.1701307669294071] User Vector: [0.2654561692713644, -0.48017007473451395] Predicted: 0.14744776611101856 Movie Vector: [0.3820287189397173, 1.0385573301905624] User Vector: [-0.26791753829614734, -0.7810363532225003] Predicted: -0.9135032237212928 Movie Vector: [0.1931381039551096, -0.07112732541325054] User Vector: [0.7520754472740103, -0.0300851436067706] Predicted: 0.1473943017171165 Movie Vector: [-0.5549885435421305, 0.9668570449488726] User Vector: [1.5264450957403186, -0.20512802655249007] Predicted: -1.0454890180706817 Movie Vector: [-0.1543697217241231, 1.1953961888469682] User Vector: [-0.963027471004776, 0.8085160354192488] Predicted: 1.1151592700735236 Movie Vector: [0.05657714095232218, -0.17730563581500947] User Vector: [0.35194683560067724, 0.16905960474663237] Predicted: -0.010063074984732568 Movie Vector: [0.6969745775840075, 0.4011167443651762] User Vector: [-1.5600030117559938, -1.1926047136508453] Predicted: -1.5656561602026033 Movie Vector: [0.24740603549319304, -0.6980188288914569] User Vector: [0.17849108014304488, -0.19086355725985815] Predicted: 0.17738612722567226 Movie Vector: [-1.3614449227627392, 0.5979852453257627] User Vector: [0.18623564338875673, 0.8862021181100885] Predicted: 0.2763862198771969 Movie Vector: [0.2707121822847415, 0.01611666474542514] User Vector: [0.7624193365531967, -0.6023221104165739] Predicted: 0.1966887788920598 Movie Vector: [0.26931508797638903, -0.1453481729008017] User Vector: [-1.2851451663702684, -0.4015728506589798] Predicted: -0.2877411034135907 Movie Vector: [-0.5254109059952898, 0.7280221797394048] User Vector: [-0.8332589269589237, -0.6937118151561686] Predicted: -0.06723426003882182 Movie Vector: [0.4225769759461375, 1.532041974731663] User Vector: [0.7634737689526884, -0.22919619523909615] Predicted: -0.028511755056861487 Movie Vector: [0.27198978350867276, -0.6669392747534327] User Vector: [0.2388495113719968, -0.558049552780105] Predicted: 0.4371497908968624 Movie Vector: [1.8416633558127478, -0.01878795962389913] User Vector: [0.42214958044994166, -0.8000902555531422] Predicted: 0.7924894764031906 Movie Vector: [0.3573667559992326, -0.07769693568174486] User Vector: [0.17752647399902344, 0.2032947540283203] Predicted: 0.04764668068883858 Movie Vector: [-0.3207425118437019, -0.5805343512563023] User Vector: [-0.020213928440905693, 1.284413947001123] Predicted: -0.7391629512844786 Movie Vector: [-0.7495785885054702, -0.3118895534033007] User Vector: [-0.617117234719367, 0.08256869480107817] Predicted: 0.4368255523967403 Movie Vector: [-0.9611499231549232, -0.11394874642922093] User Vector: [0.3585685845886486, -0.7266114774732775] Predicted: -0.26184170052398514 Movie Vector: [1.3324615233509676, -0.20598127538418362] User Vector: [0.3181683420617757, -0.0064985212983617036] Predicted: 0.4252856474508332 Movie Vector: [-0.2589893341064453, 1.0805034637451172] User Vector: [-0.414391032836516, -0.04288212829993642] Predicted: 0.060988569493167576 Movie Vector: [-0.4944635725191291, 1.4491737999334946] User Vector: [-0.4424293096939689, 1.1259049812294175] Predicted: 1.8503971770707368 Movie Vector: [0.13774798358515083, -0.72959596030108] User Vector: [0.8085357514977993, -1.5390321494827404] Predicted: 1.2342458084614218 Movie Vector: [-1.1324785761150262, -0.6115701459172026] User Vector: [-0.19125820993746684, 0.9371587741231975] Predicted: -0.3565425029778194 Movie Vector: [0.6061452053382562, 0.3241109311575635] User Vector: [0.08496369772814227, 0.29290509747985327] Predicted: 0.1464340818907145 Movie Vector: [1.3407590890322392, -2.1298584178314166] User Vector: [-0.6478848846557593, 0.17089166551798152] Predicted: -1.232632600089517 Movie Vector: [-0.574114755280105, -0.034151127934466396] User Vector: [0.7974929026927027, 0.5086572200030645] Predicted: -0.4752236604621563 Movie Vector: [-1.0028562288676994, 0.5983661693730303] User Vector: [0.6966747559245975, -0.28448961354937097] Predicted: -0.8688935787598175 Movie Vector: [-0.2603624558637805, 0.4636073340291385] User Vector: [0.9154712273145958, -0.7641306807973803] Predicted: -0.5926109247906015 Movie Vector: [-1.4363765716552734, 1.7280101776123047] User Vector: [-0.11403721844890426, -0.08752087900514975] Predicted: 0.012563419202266751 Movie Vector: [-0.6228266462055164, -0.586300491166455] User Vector: [0.9696029105058861, 1.6420786330459356] Predicted: -1.5666460379902616 Movie Vector: [0.8416368143958539, -0.4386611105095847] User Vector: [-0.5164924261122419, -0.2888861668498151] Predicted: -0.30797591341149616 Movie Vector: [0.7749423264143603, -2.4428164150985427] User Vector: [0.35382003061802536, -0.08244868441642991] Predicted: 0.4755971173548672 Movie Vector: [0.47369337180899496, -0.6641655479758789] User Vector: [1.0142134837595655, -0.6357246033008257] Predicted: 0.9026525843692571 Movie Vector: [0.8980160815689502, 0.05897087393320377] User Vector: [-1.479534141424258, -1.1462939695745036] Predicted: -1.396243409399463 Movie Vector: [-0.49897124823193495, -0.12650795051743025] User Vector: [-0.20063936025553586, -0.5981384675350938] Predicted: 0.1757825436846628 Movie Vector: [-1.555769526759152, 0.5294598242305164] User Vector: [0.1969637532284939, 1.0270086099371851] Predicted: 0.2373295929515687 Movie Vector: [0.0058716987849946195, 0.09976837673592757] User Vector: [0.34320665077677237, -1.5163476631960233] Predicted: -0.14926833885001622 Movie Vector: [0.6014602109054574, 0.6597724772675536] User Vector: [1.3390224612562696, 0.12185421716769361] Predicted: 0.8857647906805682 Movie Vector: [1.7115237069322355, -0.22060148636239385] User Vector: [0.8590957670459574, 0.11747890332394514] Predicted: 1.4444467511348031 Movie Vector: [-2.15343137534599, 0.10714927703858412] User Vector: [0.24884285121555935, -0.5240836435269889] Predicted: -0.5920211868498035 Movie Vector: [-0.07116431366843917, 0.3056863629622407] User Vector: [-0.6830120086669922, 1.6193485260009766] Predicted: 0.5436188421055925 Movie Vector: [-0.4074449974110461, 0.4570606936780237] User Vector: [-0.44771204505472123, -0.4794443964050773] Predicted: -0.03671715536273096 Movie Vector: [-0.24258545340503135, 0.36045274287476053] User Vector: [0.14098167419433594, 0.16633033752441406] Predicted: 0.025754123027726367 Movie Vector: [0.9883594512939453, 0.8527660369873047] User Vector: [-0.2161909754189295, 0.30364388117578767] Predicted: 0.04526279536596453 Movie Vector: [0.16857670778602296, -0.4873688789288181] User Vector: [-0.11678457730745537, 0.7304152436205438] Predicted: -0.37566881799853713 Movie Vector: [0.5415267427753412, -0.2715574437456153] User Vector: [-0.5306917254937311, -0.8297847632614903] Predicted: -0.062049532354094855 Movie Vector: [-0.4380809259025453, 1.660232144262535] User Vector: [0.39953700739555725, 0.2485413885218162] Predicted: 0.23760686027138486 Movie Vector: [1.4792537689208984, -0.04389762878417969] User Vector: [-0.9564489569585894, 0.10979044563319211] Predicted: -1.419650264587911 Movie Vector: [-0.43262240705442073, -1.5377524155546964] User Vector: [-0.607327401103591, 1.4755809064896297] Predicted: -2.0063346611652757 Movie Vector: [0.4461956024169922, 0.46853065490722656] User Vector: [0.039369399498813656, 0.4808390077942751] Predicted: 0.24285426815296113 Movie Vector: [-0.38420120199492586, -1.086160052145936] User Vector: [-0.3037192989564411, -0.8423868440459379] Predicted: 1.0316562581841073 Movie Vector: [0.882572207146834, -2.1019198419576384] User Vector: [0.017946677791242885, 0.6476234451727889] Predicted: -1.3454133304964793 Movie Vector: [-0.5493817083341845, -0.8952876203594348] User Vector: [-1.5421513001372709, -0.5019965372287581] Predicted: 1.2966610010234088 Movie Vector: [0.12005895633004368, -0.5216070946052762] User Vector: [0.45087389001353484, -0.2662954044121256] Predicted: 0.1930330208736378 Movie Vector: [-0.7943277450582729, 0.31163384401911487] User Vector: [0.24535549825581496, 1.5598468462064188] Predicted: 0.29120838909720886 Movie Vector: [0.11012165819910481, -0.01682698200325873] User Vector: [0.07588525069896025, 0.5078858971686449] Predicted: -0.0001895772115414196 Movie Vector: [-0.17183708357051558, -0.3710721897749024] User Vector: [1.0648553604660747, -0.005793719500918143] Predicted: -0.18083175138477312 Movie Vector: [1.6638380737833782, 0.1023323650921013] User Vector: [1.880729437259447, -1.1429086927943959] Predicted: 3.0122726945794827 Movie Vector: [-0.2237163160609795, 0.3827145723016433] User Vector: [-0.3783904495695348, -0.6837891445713191] Predicted: -0.17704395259876476 Movie Vector: [0.23080163300754653, 0.1603795842547091] User Vector: [-1.6089837250231591, -0.6109085045025956] Predicted: -0.4693333231877027 Movie Vector: [-0.5898809937451068, 1.221000049537266] User Vector: [-0.3043814333986135, 0.033025681722027356] Predicted: 0.21987318142933157 Movie Vector: [-0.5089199496205802, 0.3483935319393045] User Vector: [1.878147092605687, -0.6951421489554387] Predicted: -1.1980095522233887 Movie Vector: [0.5441832017315364, 0.5623849501223978] User Vector: [0.4807179103896922, 0.8187442531852117] Predicted: 0.7220480575961217 Movie Vector: [-0.7330196707707951, 0.14577530194047747] User Vector: [-0.08903219460189293, 0.5199033249612288] Predicted: 0.14105141415116224 Movie Vector: [0.02282313518127902, -0.3609664646544993] User Vector: [-0.858595254245813, 0.038013621566088666] Predicted: -0.033317478139081876 Movie Vector: [-0.6514687800583909, -0.25062516752526776] User Vector: [0.8611046020892419, 0.5166141814890473] Predicted: -0.6904592804073661 Movie Vector: [0.7494218380379629, -1.9695567502490985] User Vector: [-0.4392389127993362, 0.19779916893284288] Predicted: -0.7187519217332174 Movie Vector: [0.5928941752644015, -1.1515593831497046] User Vector: [0.9396787657979053, -0.16537273211100711] Predicted: 0.7475665882407524 Movie Vector: [-0.3799420171969026, -0.17496131791434194] User Vector: [-0.2154064178466797, -0.8608531951904297] Predicted: 0.2324579584751162 Movie Vector: [-0.3670030148911154, -0.8462288895341201] User Vector: [-0.45607354856746996, -0.8672032687247744] Predicted: 0.9012328264296761 Movie Vector: [-0.1231850955040613, 0.1564012371823231] User Vector: [0.5141679502117614, -0.31633694321081945] Predicted: -0.11281331733660971 Movie Vector: [0.30896484306687955, 0.8223034210422417] User Vector: [0.6798577960966445, 0.792791764231157] Predicted: 0.8619675371801891 Movie Vector: [-0.6176936779706261, -0.4089794317850542] User Vector: [1.062864640863042, -0.31292438048913157] Predicted: -0.528545133875486 Movie Vector: [0.3759886914379444, -0.07596028001601877] User Vector: [0.7075981982540106, -0.079353152418011] Predicted: 0.2720766083031985 Movie Vector: [1.8307207654082893, -0.16650967015020512] User Vector: [-1.105520681199503, 0.8384703128423776] Predicted: -2.163513082882371 Movie Vector: [-0.2506815711301773, 0.855316702011586] User Vector: [-1.1046348719546806, -0.7942172873303498] Predicted: -0.40239570565320143 Movie Vector: [-0.3687392963766898, 0.8330379922995459] User Vector: [0.4714416117168931, -0.35565374874794037] Predicted: -0.47011213299797117 Movie Vector: [-0.0466070381225146, -0.6967312845960607] User Vector: [-1.1430161775041676, -0.6632616230049542] Predicted: 0.5153877211790975 Movie Vector: [0.5953381329296648, 1.4801787654428282] User Vector: [-0.2621438962956574, 0.6099683604077241] Predicted: 0.7467979568879267 Movie Vector: [-0.9401780590713332, -0.361834334240177] User Vector: [1.393187839095085, -1.9130674830898906] Predicted: -0.6176311393818401 Movie Vector: [0.3724468954562246, -0.6355247897345759] User Vector: [1.1911065196484834, 0.444277245909815] Predicted: 0.1612747221100546 Movie Vector: [-1.5456501883719642, 1.103642521521427] User Vector: [-2.1121090765143538, 2.6478876311731847] Predicted: 6.1869031739499185 Movie Vector: [-0.3143928163443721, -0.6068690109479871]
avg loss: 15.215677659439251: 7%|███▍ | 5221/70000 [00:08<01:48, 597.25it/s]
User Vector: [-1.8210364247126094, 0.1617039858980241] Predicted: 0.4743876322428022 Movie Vector: [0.44839079622290073, -0.11224451794647478] User Vector: [0.4586750700364666, 0.8298918820480297] Predicted: 0.11251486561307224 Movie Vector: [-0.27445202808077584, -0.6056530717764931] User Vector: [-0.36196689460940534, 0.8808363330977584] Predicted: -0.43413868254934795 Movie Vector: [-0.37149001003918786, 0.6003145865580197] User Vector: [1.049921667991324, 0.8370094941728473] Predicted: 0.11243359745705223 Movie Vector: [0.17199865052166824, -0.2543325881626564] User Vector: [0.6668977520287918, -0.3306024713456306] Predicted: 0.19878849557519102 Movie Vector: [-1.127132066066828, -0.1601406083700659] User Vector: [-0.3287000273312673, 0.3306011089113034] Predicted: 0.3175456782132396 Movie Vector: [-0.11688139578093165, -1.2007268454826383] User Vector: [-0.5528415538636099, 0.13249766681316105] Predicted: -0.09447661304509869 Movie Vector: [0.6606946966550998, -0.7813808531933172] User Vector: [0.5834094331082427, -1.0713422326970716] Predicted: 1.2225818262800452 Movie Vector: [-0.2772777934949211, -0.6773032698023314] User Vector: [-0.1961442612851562, -0.501942214762732] Predicted: 0.3943535512864619 Movie Vector: [-1.4205455780029297, 0.21956443786621094] User Vector: [-1.2508626457098495, -0.12378069973048769] Predicted: 1.7497295602971612 Movie Vector: [-0.623734000503353, 0.24951750375917264] User Vector: [-1.2147621653207588, -1.3041329017413836] Predicted: 0.43228447882291593 Movie Vector: [-0.6385652592737694, -1.0296040749929285] User Vector: [-0.21092884191158895, 0.6364909814240384] Predicted: -0.5206418775468485 Movie Vector: [0.8799873048421438, -0.09265728297732301] User Vector: [-0.4611650323005012, -0.4729057416555057] Predicted: -0.36200121273538327 Movie Vector: [0.8001427453266348, -0.2713814633352133] User Vector: [-0.9018784558809227, -0.4231047906488579] Predicted: -0.6068087064090817 Movie Vector: [0.418091160803516, 0.031245604142333322] User Vector: [-1.1670293018099838, 0.7728320624066879] Predicted: -0.4637770307949905 Movie Vector: [-0.03613637289794241, 0.5567805271532569] User Vector: [0.020180952215538714, 0.20117646486873095] Predicted: 0.11128187174574442 Movie Vector: [-1.7655135703491827, 0.13086506333531292] User Vector: [-0.5209648146204516, -0.17991268082883044] Predicted: 0.8962261655153628 Movie Vector: [1.180075662901497, -0.29177956832297025] User Vector: [-0.1271864936420718, -0.6085807389143477] Predicted: 0.027481739493317725 Movie Vector: [1.1886926854395132, 1.6787424577327505] User Vector: [0.4974635565613098, -0.6064739549006617] Predicted: -0.42678228664368356 Movie Vector: [1.0279404959022878, -0.028646120931882756] User Vector: [1.4941648810045098, -0.1479847576325819] Predicted: 1.540151778002777 Movie Vector: [-0.46971485680619696, -0.14158306733727666] User Vector: [-0.024762737320834532, 0.9227725820773813] Predicted: -0.11901754701046928 Movie Vector: [-1.528141664478547, -1.1700026737049383] User Vector: [1.2686439247486097, 1.089927848829265] Predicted: -3.2138861360716486 Movie Vector: [-0.04957965340575081, -1.6452215951133078] User Vector: [-1.1016474473700901, -0.1113410753058878] Predicted: 0.2378000401323228 Movie Vector: [-0.6821710143179108, -0.026680452093283985] User Vector: [-1.7389086375240055, -0.437657060305806] Predicted: 1.1979099572967036 Movie Vector: [-0.7156401634112344, 0.6295058590360325] User Vector: [0.28120146340555036, -0.4702808408231661] Predicted: -0.4972836059136011 Movie Vector: [-1.1089344553208333, 0.44374681960280216] User Vector: [-0.1292517408241115, 0.3786558886464211] Predicted: 0.3113590551207778 Movie Vector: [0.18411798129214355, -1.579283475057596] User Vector: [0.5030622207676968, 0.10726589170826471] Predicted: -0.07678044966008907 Movie Vector: [0.41358773311362684, 1.0515210652550318] User Vector: [0.1275526174695767, 0.44872231787659145] Predicted: 0.5245951676092523 Movie Vector: [-0.8487439196260074, 0.7765215911455567] User Vector: [0.8607519363786235, -0.37069439850689234] Predicted: -1.0184101764649858 Movie Vector: [0.8102176219381991, -0.16420321844031313] User Vector: [-0.7377086799606569, 0.8661944796163294] Predicted: -0.739936493709125 Movie Vector: [-0.10617817575070781, 0.7840015513523464] User Vector: [-0.31857583526010547, -0.6684792826396341] Predicted: -0.4902629936102008 Movie Vector: [-0.6668221945952891, 0.04922439014388945] User Vector: [0.28408914574768795, 0.6532643967182735] Predicted: -0.15728040609700136 Movie Vector: [-0.4175701993042642, 0.8191552171172801] User Vector: [-0.19332468171729028, -0.6621401840591865] Predicted: -0.4616689603599564 Movie Vector: [0.6618236756785955, 0.06208465763361143] User Vector: [0.945258600869764, 0.470226209884408] Predicted: 0.6547883549454578 Movie Vector: [-1.0771332685957382, 0.3887895076076902] User Vector: [-0.46620555528856544, 0.03421384101851001] Predicted: 0.515467496008418 Movie Vector: [0.028701944252259137, 0.6308420080125169] User Vector: [-0.6427016263578789, 0.508658540528123] Predicted: 0.30243638884891716 Movie Vector: [-0.8695697784423828, -0.17228126525878906] User Vector: [-0.2634204370034434, 0.43234430272190233] Predicted: 0.15457762754192172 Movie Vector: [-0.4214589542383656, 0.4676330276658766] User Vector: [0.5067053125930832, -1.072175668746388] Predicted: -0.7149402453180643 Movie Vector: [0.4735094359462522, 1.4482661576440046] User Vector: [-0.986758782617589, -0.6893531356732383] Predicted: -1.465606411633592 Movie Vector: [1.1073530707579597, -1.0319038491652188] User Vector: [0.13840324249293995, -0.604354991143085] Predicted: 0.7768974972001768 Movie Vector: [1.0756038952423563, -1.2513336572633502] User Vector: [-0.49951412110548515, -0.3031031702347112] Predicted: -0.15799613585170497 Movie Vector: [-1.4771890683358, -0.395063322409044] User Vector: [-0.7351182985974529, 0.7869823800871787] Predicted: 0.775000840867152 Movie Vector: [-0.30285696734008954, -0.5054039599266886] User Vector: [-0.8111734940200748, 1.18356905476769] Predicted: -0.3525109427406943 Movie Vector: [-0.6404219207666118, 0.6322722306675724] User Vector: [-0.9034162532409692, -1.4784489559999512] Predicted: -0.3562146471858756 Movie Vector: [-0.7423379890238593, 0.6421585624860631] User Vector: [-0.4742198375088364, -0.9090446523563875] Predicted: -0.23171940666128987 Movie Vector: [0.6936925814542723, -0.26373797119060627] User Vector: [-0.18333714440362248, 0.5386577091612775] Predicted: -0.2692441083581786 Movie Vector: [0.3351904609078812, 0.08799386316405858] User Vector: [0.8852054331079188, -0.5949276991407557] Predicted: 0.24436243057090404 Movie Vector: [0.4266419005420753, 1.1810635080701015] User Vector: [0.09168592224170244, 0.4784243388979798] Predicted: 0.60416658416312 Movie Vector: [-0.30027651039831543, -0.7361580475233478] User Vector: [0.3889352192969073, 0.39071670913679196] Predicted: -0.4044173601543674 Movie Vector: [0.9066160027964809, -1.4399549651549022] User Vector: [-0.1433878333253184, 1.1412659796901188] Predicted: -1.7733693183162087 Movie Vector: [0.8457252486330088, 0.28709101383377617] User Vector: [1.6470062275160458, -0.5789234411141201] Predicted: 1.2267110336245306 Movie Vector: [0.720070127295509, -1.3056781612811026] User Vector: [-0.8296062753286477, 1.1528086573839504] Predicted: -2.1025717843630654 Movie Vector: [-1.378048710100494, -0.7610618740279191] User Vector: [-0.17959225293871237, 0.8591354444311963] Predicted: -0.4063683588763811 Movie Vector: [0.6619689029914536, -1.1455496311697568] User Vector: [-0.36514743066650746, 0.6576305233913411] Predicted: -0.9950646476253807 Movie Vector: [-0.7984538629327655, -0.85429654739739] User Vector: [0.5558444131704315, -0.2106513095804255] Predicted: -0.263857432406231 Movie Vector: [1.928795394358446, 0.7909329273509809] User Vector: [0.3253665372337809, 0.5296314598686793] Predicted: 1.0464684394659804 Movie Vector: [1.9573980153236996, 0.8374922571047136] User Vector: [-0.951328556570015, 0.1573822727723864] Predicted: -1.7303221936984916 Movie Vector: [-0.5409968669609201, 1.0378194565637355] User Vector: [-0.3623127712873518, 0.8447845206486427] Predicted: 1.072743886259416 Movie Vector: [-1.501308167237584, -0.1444200011753236] User Vector: [-1.8249263448228517, -0.44102130661734956] Predicted: 2.803469123709599 Movie Vector: [1.537816693487965, -0.055903059279485315] User Vector: [-0.2771623815826123, -0.49767421079237745] Predicted: -0.3984034262968251 Movie Vector: [-0.4778702277063445, 1.4689031233103216] User Vector: [-0.5956822433529728, 0.09908450483771884] Predicted: 0.43020434789949313 Movie Vector: [0.6271839141845703, 0.8908367156982422] User Vector: [0.7077099295310589, 0.5033164936507447] Predicted: 0.8922370958711605 Movie Vector: [-0.7369848071734437, -0.9563556270993115] User Vector: [0.6423288429769382, -0.608058259521389] Predicted: 0.10813333961419391 Movie Vector: [-0.24069210883357275, -0.6763007238864023] User Vector: [-0.25626486536897614, -0.3699207265600468] Predicted: 0.31185858601875405 Movie Vector: [0.5933719259392968, 0.1284819055418156] User Vector: [0.16312370715945132, -0.8161226952339901] Predicted: -0.008063970756023983 Movie Vector: [-0.15588989521657606, 1.736116383225666] User Vector: [-0.6371441618373743, -0.03686633605653583] Predicted: 0.035320086609426524 Movie Vector: [-0.2809562620446235, -1.9368585440245725] User Vector: [0.3797929917844533, -0.1803053165463841] Predicted: 0.24252067356341475 Movie Vector: [-0.8425765392140635, 1.3901479275004494] User Vector: [-0.31631780862653547, 1.2460513529343376] Predicted: 1.998717670325123 Movie Vector: [1.3852977752685547, 0.1405811309814453] User Vector: [0.0014509268396924666, 0.5056464595607113] Predicted: 0.07309431688491186 Movie Vector: [-0.29114837798290494, 0.19189913309424722] User Vector: [0.3663934669709524, 1.1110069521160164] Predicted: 0.10652640736061954 Movie Vector: [-0.6506828193747229, -0.7593571334146395] User Vector: [0.04268969557376006, 0.6755406158612035] Predicted: -0.5407540370397065 Movie Vector: [1.181568375426191, -0.12639082278723718] User Vector: [0.9752118417655707, -0.40976124408728437] Predicted: 1.2040695323578428 Movie Vector: [-0.7056784489969532, -0.3913199783311445] User Vector: [-0.8489194711705941, 0.9322936294630116] Predicted: 0.23423905285924873 Movie Vector: [-1.3940810007807318, 0.0894739679383229] User Vector: [-1.4458023093037806, 0.5609185035866708] Predicted: 2.0657531344912337 Movie Vector: [-1.359825410722707, -1.0934349365763258] User Vector: [2.4480628482589033, -1.1013658898786234] Predicted: -2.1246661261619018 Movie Vector: [1.066027634487497, -0.12448748989733802] User Vector: [-0.708664143918284, -0.6069958559329014] Predicted: -0.6798921705041424 Movie Vector: [0.35876057294276603, 0.14835798680689669] User Vector: [0.9267702873225593, -0.584016135356122] Predicted: 0.24584518116199494 Movie Vector: [-0.6268061146897248, 1.0536295183389308] User Vector: [0.1834706236712778, -1.0455625865623253] Predicted: -1.2166361132559638 Movie Vector: [0.6131775768062592, -0.35909379083301807] User Vector: [0.05923274397133249, 0.5115102047767565] Predicted: -0.14735994806713162 Movie Vector: [-0.8764758303230017, 0.715511720141244] User Vector: [1.973300004722004, -1.5405566703223983] Predicted: -2.831836113272548 Movie Vector: [1.2164974122031897, -0.14106718842549829] User Vector: [-0.002697884489587868, 1.0546870828573887] Predicted: -0.15206371094738913 Movie Vector: [0.4910945997417503, 0.5012822614035353] User Vector: [-0.7944523958262557, -1.6795813543754705] Predicted: -1.232095620874718 Movie Vector: [-0.32198304894197405, 0.7963122652275769] User Vector: [0.11662256268913435, -0.9479121103351928] Predicted: -0.7923845281277443 Movie Vector: [-0.22208928401052272, -1.1499729883126446] User Vector: [1.3754621242090639, 0.05790253757523062] Predicted: -0.3720617525154568 Movie Vector: [0.17189961030841805, -1.0815871445107799] User Vector: [-1.8426202953153141, 0.12004087680603687] Predicted: -0.4465803798802964 Movie Vector: [0.4563464679009729, -1.7508267460609521] User Vector: [-1.5833370476687338, -0.5930871251734342] Predicted: 0.31584253229766734 Movie Vector: [0.5295794765274967, -1.040975159523946] User Vector: [0.7465194485372015, 0.27582558327760043] Predicted: 0.10821379822074118 Movie Vector: [-0.5617106813493731, 1.1179267561729178] User Vector: [0.029998653137817077, -0.9122700796793772] Predicted: -1.0367016948231822 Movie Vector: [-1.110458044649413, -0.11892011756651368] User Vector: [-0.8100657597283847, 0.7719866201080703] Predicted: 0.807739299962396 Movie Vector: [-1.0123752861353779, 0.9721450858340851] User Vector: [-0.2161613109553326, -0.8630078384349374] Predicted: -0.6201324601410173 Movie Vector: [1.0425953848421485, -0.9492341612137667] User Vector: [1.0326294910670546, 0.06942939603621053] Predicted: 1.010709987128397 Movie Vector: [-0.38955335386660045, -0.8891073413360651] User Vector: [0.7734097936999538, -0.2938257749318704] Predicted: -0.04004172548340823 Movie Vector: [0.07289181661791647, 0.10513019218297967] User Vector: [-0.44493391454336834, -0.4268979820227027] Predicted: -0.07731190819855985 Movie Vector: [-0.7776462776696013, 0.030901268204560073] User Vector: [0.5236807383879529, -0.062486407570002366] Predicted: -0.40916928613411996 Movie Vector: [-1.5995692995717188, -0.16816630364645538] User Vector: [-0.1890060990163269, 0.9265751645907474] Predicted: 0.14650963293849692 Movie Vector: [1.9251837693159775, 0.5765700871190557] User Vector: [-0.29538224086766846, 1.4730654308431956] Predicted: 0.2806603679307127 Movie Vector: [-0.75023771420798, 0.25797442911049195] User Vector: [-0.4683579117831467, -0.3842724533955401] Predicted: 0.25224730237980814 Movie Vector: [1.8489789404845323, -0.20180487402499803] User Vector: [-0.14693713995792107, 0.3828816687944865] Predicted: -0.3489510642947767 Movie Vector: [0.4786172289957103, -0.6938531994808642] User Vector: [-1.7799935183890403, -0.6456977026166013] Predicted: -0.40391614854371494 Movie Vector: [-0.8747876373869166, -0.45179840983139] User Vector: [2.0592387342942993, -1.1965904084781176] Predicted: -1.2607789434190275 Movie Vector: [-1.289072036743164, 0.5759143829345703] User Vector: [-0.12270031489699394, -0.8657705428514847] Predicted: -0.34044016311594516 Movie Vector: [1.03720079321586, 1.3866032386271876] User Vector: [1.3373065112339786, 0.19074969350921347] Predicted: 1.6515495170116359 Movie Vector: [-0.22558540174988914, 0.8970499027341544] User Vector: [-0.2951271619102489, -0.5059699214721386] Predicted: -0.38730388945616157 Movie Vector: [0.21471066368966849, -1.1205366257892988] User Vector: [-0.31382778728167304, -0.13179401381497313] Predicted: 0.08029784704795011 Movie Vector: [-0.04906909011819276, -0.34113240823490076] User Vector: [-0.18960033660785713, 0.20399775607891718] Predicted: -0.060286729802266265 Movie Vector: [-1.2836159173759056, 0.5065158027753333] User Vector: [-0.22865621669187872, -0.581358793447545] Predicted: -0.0009606566109326975
avg loss: 15.194670055966618: 8%|███▍ | 5281/70000 [00:08<02:01, 534.78it/s]
Movie Vector: [0.7891116011765802, 0.6768491984753996] User Vector: [0.3904101039512391, -0.6338080906697139] Predicted: -0.12091535591254182 Movie Vector: [-1.8913538893345605, 0.3359534454316311] User Vector: [0.008122474884736663, -0.7508111774459024] Predicted: -0.26760007639579964 Movie Vector: [0.5197543614065292, -0.45384766331726545] User Vector: [0.02725730868834131, -0.19427300083272445] Predicted: 0.10233745254453464 Movie Vector: [-0.02087708226614303, 0.5637215119433769] User Vector: [-0.11257926700209336, 2.2643776400969595] Predicted: 1.2788287135048988 Movie Vector: [0.1012128857082644, 0.3368484445535572] User Vector: [1.2735020474253482, -1.2192428198312317] Predicted: -0.2818052302179409 Movie Vector: [0.07642055722555574, -0.37242292264260624] User Vector: [0.8112013239703171, 1.4317624151559805] Predicted: -0.4712286859823066 Movie Vector: [-0.6156278000269201, 0.6761269988305966] User Vector: [-1.0749834666782698, -0.1184816280701861] Predicted: 0.5816810790527973 Movie Vector: [-0.9688650208101833, 1.0743425302374714] User Vector: [0.27269394932712043, -0.787302553182663] Predicted: -1.110036245938315 Movie Vector: [1.2605717627134243, -0.05168633695788279] User Vector: [-0.3322880241107472, 0.20441935124127042] Predicted: -0.4294385877508135 Movie Vector: [-0.17135966243773704, -1.3061007242612361] User Vector: [-2.02955490636658, 2.5889413746466903] Predicted: -3.0336343608420924 Movie Vector: [-0.7912847403905695, 0.7316225836135033] User Vector: [0.20991600700264818, -0.2795242506047604] Predicted: -0.3706095875149986 Movie Vector: [-0.26408365736187545, -0.625431341747212] User Vector: [-0.3280317049273049, -0.48692386705373936] Predicted: 0.39116525986801554 Movie Vector: [1.1645777061082812, 1.53316424704916] User Vector: [0.1462933526895127, 0.17781301891364615] Predicted: 0.44298654035232077 Movie Vector: [0.1663684844970703, 1.6986370086669922] User Vector: [-0.12976052563510734, -1.2715675296048352] Predicted: -2.1815197268034905 Movie Vector: [0.17347789871145694, -1.1378525927539784] User Vector: [-0.24015393110706534, -0.8204763120866245] Predicted: 0.8919196996652384 Movie Vector: [-0.8306085582108352, -0.6613160447790656] User Vector: [-0.63510432013843, 0.09517757645965458] Predicted: 0.4645806252476982 Movie Vector: [0.014914863299698378, 0.15451113636725386] User Vector: [0.7098973353146839, 0.8749754689987881] Predicted: 0.14578147572151232 Movie Vector: [-0.7494161881098885, -2.034272543628009] User Vector: [0.5012338770650716, -0.5387505830975602] Predicted: 0.7203327375573003 Movie Vector: [0.4039004255735652, 0.04705730493249499] User Vector: [0.27933836324471795, 1.0219816614542312] Predicted: 0.16091658647203436 Movie Vector: [0.21513101963941622, -0.28114005407425685] User Vector: [0.5716841947720952, -0.295197805939174] Predicted: 0.20597893085740082 Movie Vector: [-1.3302387903994808, 0.746479594179356] User Vector: [0.363246597256866, 0.28164990864928874] Predicted: -0.272958804642527 Movie Vector: [-0.01502160537167875, -1.3582193517150452] User Vector: [-0.28347966738788793, 0.47753694972755084] Predicted: -0.6443416065845387 Movie Vector: [-0.3020805568351944, 0.6345441402708722] User Vector: [0.6670826633990226, -1.0817920367468796] Predicted: -0.8879575003241059 Movie Vector: [1.304350791716923, 0.09857784970598528] User Vector: [0.4681222797376756, 1.179736039480113] Predicted: 0.726891508188773 Movie Vector: [-0.44780472208996736, -3.2362830907834117] User Vector: [1.2770864492060736, 0.46914111729677266] Predicted: -2.0901588075703716 Movie Vector: [-0.5363761314376958, -0.40219881779911076] User Vector: [0.5572927208285572, 0.8052051784684376] Predicted: -0.6227710845421369 Movie Vector: [0.6247021661788995, 0.38808447008415475] User Vector: [-0.37448161676133057, -0.7532830565322441] Predicted: -0.526276933002668 Movie Vector: [1.2427043914794922, 0.6616878509521484] User Vector: [-0.346660238585777, -0.48092997867815906] Predicted: -0.7490217248918872 Movie Vector: [1.243616320402151, -0.48553570909227456] User Vector: [1.4233114467175605, 0.21431511771578704] Predicted: 1.665995701503826 Movie Vector: [-1.1063759057370683, 1.1999727372032656] User Vector: [-0.07979640125671064, 0.48155601531190884] Predicted: 0.6661389055254807 Movie Vector: [1.4409973509195049, -1.3559049158378502] User Vector: [-1.4798468961333626, 0.7641102083869573] Predicted: -3.168516244888387 Movie Vector: [0.2666188595273774, 0.3031985353546386] User Vector: [-1.273510062401853, -0.9770681319398025] Predicted: -0.6357874269800621 Movie Vector: [1.133974579221761, 0.7312560592441772] User Vector: [0.16394653029308748, -1.0132176034068632] Predicted: -0.5550103141201609 Movie Vector: [1.0749138510176117, -0.3536823424669808] User Vector: [0.15282745014843097, -0.4771991871689638] Predicted: 0.33305326932151036 Movie Vector: [-0.3529381885758719, -1.8040851606436537] User Vector: [0.6889039333036276, -2.0288187629816834] Predicted: 3.4170213176076936 Movie Vector: [0.8899195018758662, -0.10495522920429504] User Vector: [-1.1986228180448937, 0.5956103362014611] Predicted: -1.1291902405240304 Movie Vector: [-0.04453645676809222, 1.158211995300342] User Vector: [-0.8664320100907517, 1.0207089686461808] Predicted: 1.2207851829565453 Movie Vector: [0.6163479493249592, -0.2065170317571271] User Vector: [0.8600909273730035, 1.7793264387741738] Predicted: 0.16265406465673116 Movie Vector: [0.4871843429164988, -2.26339508950347] User Vector: [0.261281857080434, 0.2090281140197936] Predicted: -0.34582077698283853 Movie Vector: [-0.42044548104145274, -0.23469625307247394] User Vector: [-1.555471420288086, -0.7468891143798828] Predicted: 0.8292830061548329 Movie Vector: [-0.8347624718532343, -0.08014648321353307] User Vector: [0.3697323922277758, -0.5327141334551602] Predicted: -0.26594356130569186 Movie Vector: [-1.3991413650176472, -0.7977399074262373] User Vector: [1.1001831768209296, -1.2329227796419482] Predicted: -0.55576008769142 Movie Vector: [-0.3289985804282503, 0.3706493989105919] User Vector: [0.20608557202212438, 0.5488891485055949] Predicted: 0.13564357232012247 Movie Vector: [-0.9064390559427755, -1.1161597359261501] User Vector: [0.47985333946035985, -1.7527161990601425] Predicted: 1.5213534418850174 Movie Vector: [-0.8398805986051934, 0.4573311259228575] User Vector: [-0.6642668471851124, 0.8530044128494103] Predicted: 0.9480103057930035 Movie Vector: [0.40144920349121094, 1.9952678680419922] User Vector: [1.8915112807539338, -1.283216000285708] Predicted: -1.80101395607413 Movie Vector: [-1.3515686868755823, -0.7164189129600562] User Vector: [-0.38488669064553244, 0.8880891202712372] Predicted: -0.1160430430847017 Movie Vector: [0.7675438980251439, 0.08806840457322282] User Vector: [-0.7298716665479572, 0.019725468385121403] Predicted: -0.5584713534701898 Movie Vector: [1.2068139797950292, -0.37753073894239403] User Vector: [0.32268313110151176, -0.8876133823616211] Predicted: 0.7245198497954772 Movie Vector: [0.7601471297998995, -0.013212455047377204] User Vector: [-0.33519171420791677, 0.07706550724434776] Predicted: -0.2558132440380254 Movie Vector: [0.1796135620133732, -0.9195639603921352] User Vector: [-1.5047298765258073, -0.21005207077311128] Predicted: -0.07711357890205223 Movie Vector: [0.14285038504553826, 0.4579197232253004] User Vector: [0.2699595229672278, 0.04743368685710159] Predicted: 0.06028464255973785 Movie Vector: [0.19818004495573524, -0.7402161856938041] User Vector: [0.14405332753423306, -0.9302598724284358] Predicted: 0.7171419093997391 Movie Vector: [-0.11592697557015905, 0.41181385362217643] User Vector: [0.8585981682205205, 0.7042739281884874] Predicted: 0.19049507150104533 Movie Vector: [-1.1502361470882385, 0.3941543734578831] User Vector: [1.3067718964330213, -0.3380726249059439] Predicted: -1.6363490749293732 Movie Vector: [-2.102010251321982, -0.0011478667254976732] User Vector: [-0.602850373160775, 0.7706233816596639] Predicted: 1.2663130914595337 Movie Vector: [-0.5829894662663152, -0.06374219457118845] User Vector: [-0.05276679163089789, 0.43081081640925073] Predicted: 0.0033016568065520266 Movie Vector: [-0.2732552334882113, 1.3292877517116908] User Vector: [0.7064157147614807, -0.45065959281566836] Predicted: -0.7920880679981359 Movie Vector: [0.04026679645706724, 0.5161994889949293] User Vector: [1.8226876611746423, -0.12383451791372771] Predicted: 0.009470478190327591 Movie Vector: [-0.32098266793092695, 0.39199901277234644] User Vector: [-1.5372436253182011, 1.057834979782161] Predicted: 0.9080988278651085 Movie Vector: [-0.906158602380249, 0.893301023989728] User Vector: [-0.6509435408572348, 0.26894964352150624] Predicted: 0.8301110811710762 Movie Vector: [0.06027381462380735, 1.234315463872546] User Vector: [0.7667435887295602, -2.106086115039563] Predicted: -2.5533600991095082 Movie Vector: [-0.9311106993367485, 0.5744823563936846] User Vector: [-0.6992828695425848, -0.7930358559937751] Predicted: 0.1955246544380177 Movie Vector: [-0.0964132849711951, 0.4562230753332053] User Vector: [-0.6007102514982804, 0.3307546163251612] Predicted: 0.2088143369033414 Movie Vector: [1.5820919588400069, -0.6036434886111827] User Vector: [-0.3071359945772753, 0.14478355774139068] Predicted: -0.5733150391795869 Movie Vector: [0.12151096364149414, 0.5106797104333616] User Vector: [0.09446923359954262, -0.24523829182663676] Predicted: -0.11375917224804523 Movie Vector: [-0.1541771634073251, 0.2693282196850326] User Vector: [-0.7309583730682845, -0.34093209549329023] Predicted: 0.020874454215806 Movie Vector: [-0.015725352135159573, -0.04846695688582894] User Vector: [-0.2619051338098438, -1.112982148737185] Predicted: 0.05806140827270828 Movie Vector: [-0.01819093017911569, -1.3379839809959444] User Vector: [1.0608480803585878, 0.15739541389229122] Predicted: -0.22989035583056416 Movie Vector: [0.05682785071307959, 0.0748235130804957] User Vector: [0.18934863652710407, 0.6602580808309255] Predicted: 0.060163105196843175 Movie Vector: [-0.47430477353534073, 0.02945817324918351] User Vector: [-0.5011136790626862, 0.5943230311299293] Predicted: 0.25518828088029416 Movie Vector: [0.37437495478388866, 0.89857907481045] User Vector: [0.16823079439555852, 0.021980530071463278] Predicted: 0.08273264042055364 Movie Vector: [-0.30259378020743394, -0.6825950172548262] User Vector: [-0.08814237929753785, 0.7849806846942929] Predicted: -0.5091525682654867 Movie Vector: [2.185826795137162, 0.16066223908640875] User Vector: [-0.28336058694483, 0.5197041397316355] Predicted: -0.5358803328780425 Movie Vector: [0.30443736703672303, -0.9081543001398025] User Vector: [0.5783729038217935, -0.5225690283097707] Predicted: 0.6506516341842871 Movie Vector: [0.6794661705767069, -1.2731445168330513] User Vector: [0.13973879138446021, 0.10449901287256315] Predicted: -0.038094563790153704 Movie Vector: [-0.6264594853898586, 0.1420386397330617] User Vector: [-1.4871451054722271, -0.9621387931480816] Predicted: 0.7949752720610153 Movie Vector: [-0.5552079782729196, -0.07085971698231247] User Vector: [-1.6457804584520772, -0.3489947788314818] Predicted: 0.9384801122745601 Movie Vector: [0.8189433522067018, 1.0549082559007723] User Vector: [0.6616681884765285, -0.4092510441396803] Predicted: 0.11014645912054394 Movie Vector: [0.28178492260320015, -0.23176772679928306] User Vector: [0.0035502237990575336, 1.0928311444027072] Predicted: -0.25228259057523306 Movie Vector: [-0.21222019036789436, 1.7328570084787898] User Vector: [-0.5975676377557023, -0.8847906818706371] Predicted: -1.4063998162740527 Movie Vector: [1.0863778358448404, -0.389478295588999] User Vector: [1.7811537728304523, 0.5990581167043073] Predicted: 1.7016858467816698 Movie Vector: [-0.01646218873768589, -0.37375091162958485] User Vector: [-1.470326069655354, -0.3268106099617002] Predicted: 0.14635054866801245 Movie Vector: [-1.0475892521640995, 0.8315559648167348] User Vector: [-0.3295128458040858, -0.36923379336659334] Predicted: 0.03815555242846608 Movie Vector: [1.8268351023784393, -0.14410353527562653] User Vector: [-1.1122723174257505, -0.46391041494587926] Predicted: -1.965086982032291 Movie Vector: [0.4693806366977798, -0.003568491706484239] User Vector: [-0.39082862147716535, 0.7424748755235823] Predicted: -0.18609690262424627 Movie Vector: [0.17932376557748814, -0.5085881429311223] User Vector: [-0.3400303922587154, -0.5100624907559648] Predicted: 0.19843620460177566 Movie Vector: [0.49589274528686667, 0.5791449879118398] User Vector: [-0.7417607222450618, 0.510916911826068] Predicted: -0.07193879217661003 Movie Vector: [-0.15270965635350894, 1.252385412802657] User Vector: [-0.35272874743188987, 0.32575958243935077] Predicted: 0.46184163493405506 Movie Vector: [-0.33532142639160156, 0.0074672698974609375] User Vector: [0.287046334133644, 0.32441060838463537] Predicted: -0.09383032463176619 Movie Vector: [0.7727106373643883, -1.1832050270637287] User Vector: [-1.3965967328175852, 0.719149850561833] Predicted: -1.9300668699533885 Movie Vector: [-1.1076243734552271, -0.2802863856869575] User Vector: [-0.8472517421865315, 0.5621023332370515] Predicted: 0.7808870487289876 Movie Vector: [-0.1591889394192179, -0.9986763231170024] User Vector: [0.3449300929945106, -0.4206434492484762] Predicted: 0.3651775975611532 Movie Vector: [-0.10634882097713072, -0.4749044381084575] User Vector: [0.7942504851453756, -0.04561702251394882] Predicted: -0.06280387621055705 Movie Vector: [-0.2583683055975165, -0.21011263164541738] User Vector: [0.40428587737536736, 1.2631209161157992] Predicted: -0.36985231688594006 Movie Vector: [0.12586482999856152, -0.8218151337642514] User Vector: [0.49462452496181547, 0.6031185676633832] Predicted: -0.43339613461254883 Movie Vector: [0.7162242763085781, 1.2439016975297286] User Vector: [-0.33945135673777344, -0.09733716673646169] Predicted: -0.36420116925769563 Movie Vector: [-0.6697365272734285, -0.5234880097547102] User Vector: [0.5483211028379615, 0.8438226072698375] Predicted: -0.8089616885111505 Movie Vector: [0.20882111896912506, -0.5096355268091317] User Vector: [-1.0412804137874834, 0.3285019302915957] Predicted: -0.3848575954697099 Movie Vector: [-0.8199701217730795, -0.651910782260714] User Vector: [0.2294125596373636, -0.10536335448320247] Predicted: -0.11942393761936546 Movie Vector:
avg loss: 15.172625535350017: 8%|███▌ | 5445/70000 [00:09<01:46, 604.05it/s]
[0.1699847190936198, 0.34564063221289676] User Vector: [-0.5162802005950737, -0.22098150117415566] Predicted: -0.16413993064494145 Movie Vector: [1.1102882879220501, -0.3814364574224044] User Vector: [-0.1692756242783498, 0.062230692338656995] Predicted: -0.21168179789554611 Movie Vector: [-1.1245724738367815, 0.48955995728334994] User Vector: [-0.9843999547333512, 1.2268803864221438] Predicted: 1.707660601907905 Movie Vector: [0.4636763826105614, 0.46420515177095184] User Vector: [-0.24159980301062256, -0.6085234780614396] Predicted: -0.3945038561890878 Movie Vector: [-0.4563849822302918, 0.6862139533192045] User Vector: [-0.9440736043840107, 0.7195093190540598] Predicted: 0.9245983494389794 Movie Vector: [0.6749709283891213, -0.20873240870848886] User Vector: [0.2990133029158772, -0.7540219256932785] Predicted: 0.35921409943879845 Movie Vector: [1.0158094463701053, -0.07878254956519531] User Vector: [0.34885002813240806, -0.7694337593872366] Predicted: 0.4149831072294366 Movie Vector: [0.9693426068608576, 0.8794755166045252] User Vector: [-0.4767780811988866, -0.14065935460327644] Predicted: -0.585867766678422 Movie Vector: [-0.02360546209850048, -0.42341134546724146] User Vector: [-0.1400980034657368, -0.7003957388940696] Predicted: 0.2998625802755468 Movie Vector: [0.6948746664807832, 0.17186783247811663] User Vector: [-0.7796156590939478, 0.9158140575914593] Predicted: -0.38433619406486985 Movie Vector: [0.11617081694149695, -0.21768314479040857] User Vector: [-0.015108474710865516, -0.4984002898875662] Predicted: 0.10673817861727548 Movie Vector: [-0.817518300935946, 0.34245238579160797] User Vector: [-0.14655334809313098, 0.8711828540769813] Predicted: 0.41814869096897517 Movie Vector: [0.06616621047271437, 0.7737160257823323] User Vector: [-0.2632529345202965, 0.03500035641190209] Predicted: 0.009661887590952427 Movie Vector: [0.6072232888529775, 0.2019281665573597] User Vector: [-0.018948728203961075, 1.2232017452637498] Predicted: 0.23549277669128113 Movie Vector: [-0.25965806129840474, -1.492639174198829] User Vector: [0.48122813683791776, 0.3202686946710414] Predicted: -0.6030003649890973 Movie Vector: [1.4704861477210376, -0.1768021366919366] User Vector: [-0.27674061549368073, 0.040832774439803154] Predicted: -0.41416256336326857 Movie Vector: [-0.6533959857030298, -1.0354846804720073] User Vector: [0.280296191809115, 0.35422749161363476] Predicted: -0.5499415475038675 Movie Vector: [-0.5271244049072266, 0.4614543914794922] User Vector: [-0.029547696512486604, -0.4498261160870646] Predicted: -0.19199892473001595 Movie Vector: [-1.1541046741901209, -0.24944940513945504] User Vector: [-0.5744062698250727, 0.7876314726363802] Predicted: 0.4664507585709701 Movie Vector: [-1.0200528138121363, 0.519563877727599] User Vector: [-0.47380447819335064, 1.2618201040441803] Predicted: 1.1389017374297552 Movie Vector: [0.28089431547711685, -1.5429123404537521] User Vector: [0.9862838932800886, -0.6746724355935996] Predicted: 1.3180019657103703 Movie Vector: [-0.2855464546477007, 0.29401422237815245] User Vector: [-0.6567277131243954, -1.5389996000002888] Predicted: -0.2649615004828092 Movie Vector: [1.9279710804177455, -1.2363900877489116] User Vector: [-0.03819177763405479, -0.40134315002485793] Predicted: 0.42258404968845575 Movie Vector: [1.9419248944239986, -0.5923613833936755] User Vector: [1.2494756076012392, 0.8464841026099208] Predicted: 1.9249632933336311 Movie Vector: [0.5424331447572639, 0.24160668538612604] User Vector: [0.07606281514833411, -1.4381432498659386] Predicted: -0.30620603169053934 Movie Vector: [-0.27057124400391264, 0.8199255780013862] User Vector: [0.25185671048333036, -1.5131532181247425] Predicted: -1.308818210441795 Movie Vector: [0.03468504905180281, -0.512265073152067] User Vector: [-0.6226743392206233, -0.5151755017493594] Predicted: 0.2423089260906222 Movie Vector: [0.09284714502122467, -0.889379927970346] User Vector: [0.34456784294264636, 1.0830619665832766] Predicted: -0.9312614333439094 Movie Vector: [0.20915128486734796, 0.7701610485418592] User Vector: [2.073281399884263, -1.4027274661531188] Predicted: -0.6466965874735838 Movie Vector: [-0.046932646025852134, -0.5400315671616291] User Vector: [0.018680343408832234, -0.10270758381488751] Predicted: 0.05458861950209 Movie Vector: [0.617948071199308, -0.11143916815268573] User Vector: [2.11701521515891, -1.2416857539302149] Predicted: 1.44657789643206 Movie Vector: [-0.2231311798095703, -2.2327518463134766] User Vector: [-0.2543492641784359, 0.13911561981543774] Predicted: -0.25385740559413184 Movie Vector: [-1.576470792286133, -0.031126518271360752] User Vector: [1.0847060605907899, -0.8151485502484345] Predicted: -1.6846346864939516 Movie Vector: [1.175310075795022, -0.19817384744788935] User Vector: [0.47672443422745775, -0.4698747990980069] Predicted: 0.6534159276812683 Movie Vector: [0.08841173118926113, -0.1620137147112371] User Vector: [-0.664084317890231, -0.620221887105672] Predicted: 0.041771607674888515 Movie Vector: [-0.5510780443286811, -0.3408820331929995] User Vector: [1.0342425849255152, 0.8788094995806872] Predicted: -0.8695187500685799 Movie Vector: [0.8437702995164693, 0.5008889040939555] User Vector: [-0.1787379137118446, -1.161694594968688] Predicted: -0.7326936755533296 Movie Vector: [-0.5348679094449476, 0.5391814673984653] User Vector: [0.17618177548863984, -1.0254116652330265] Predicted: -0.647116944285755 Movie Vector: [-0.31718369378502054, -0.774578185959238] User Vector: [-1.2418862837036417, -0.9411056220083088] Predicted: 1.122865964217309 Movie Vector: [0.5265234448895758, -2.2319234121947265] User Vector: [0.46701483417402667, -0.778598199353907] Predicted: 1.9836658091344843 Movie Vector: [0.4011994930903515, -0.08697016511166959] User Vector: [-0.4221367345284164, 0.4513698231046871] Predicted: -0.20861675194945667 Movie Vector: [-0.9538936614990234, -0.37987709045410156] User Vector: [-0.5360839318155495, 0.5825863042078636] Predicted: 0.290055874409436 Movie Vector: [0.5062629229151363, 0.8500971279291568] User Vector: [-0.2753523390246252, -0.6917008573610998] Predicted: -0.7274135922149325 Movie Vector: [-0.1577040817981896, -0.8378581005537875] User Vector: [0.8903344929377033, -0.12482085259936912] Predicted: -0.035827221233585504 Movie Vector: [2.8221653831689397, 0.7837425953728758] User Vector: [0.16857561590013553, -0.37121061739466876] Predicted: 0.18481469493288066 Movie Vector: [-0.1253316101268539, 0.3479145911259116] User Vector: [0.8318783785930789, -1.6626687065362438] Predicted: -0.6827273598311927 Movie Vector: [-0.037869061916471436, 0.5887722881726435] User Vector: [-0.7813677477511407, -0.08426004027880066] Predicted: -0.020020313097346785 Movie Vector: [2.246260912966843, -0.7199557234321705] User Vector: [1.3026451269090238, 0.5321258090258154] Predicted: 2.542973810248363 Movie Vector: [-0.7994323863819702, -0.2887214423666523] User Vector: [0.1376832537278711, 0.6057577527466744] Predicted: -0.2849637041903081 Movie Vector: [-0.9014370503448657, -0.08186640417936028] User Vector: [0.06167380369842201, -0.812015606195859] Predicted: 0.010881746127324642 Movie Vector: [-0.4122530840333508, -0.6034861719137056] User Vector: [-0.01691375655436575, -0.4512535645615304] Predicted: 0.2792980345417787 Movie Vector: [-0.3874488572991111, -0.004188284294147332] User Vector: [0.2946702761074478, -0.8291859687751721] Predicted: -0.11069679518789581 Movie Vector: [-0.744438311117166, 0.026938841518877307] User Vector: [-0.2754497528076172, -2.217245101928711] Predicted: 0.14532533436837888 Movie Vector: [0.0485229565274424, -1.1385810821668632] User Vector: [0.11232884618752326, 0.21924058855152634] Predicted: -0.2441726588475619 Movie Vector: [0.5849802142654074, 0.09300235986608438] User Vector: [0.5464220622885296, -0.7325126424280277] Predicted: 0.251520690699342 Movie Vector: [0.43898354481790636, 1.2960988496281514] User Vector: [-0.8038522735336743, -0.2939957645723546] Predicted: -0.7339254928035233 Movie Vector: [0.07460222859229482, -0.4852971898366737] User Vector: [0.21735215468062247, 0.36369431709173894] Predicted: -0.16028487491567742 Movie Vector: [0.594558795495159, 1.1748925336525122] User Vector: [-0.11513572225847246, 2.333406865731556] Predicted: 2.6730473481770525 Movie Vector: [-0.17886817459053084, 0.03827170213538991] User Vector: [0.06443640197532002, 0.5452678500456157] Predicted: 0.00934270714244309 Movie Vector: [0.9330853688635491, -0.3546929435252339] User Vector: [-1.2153117867952485, 0.9827089524194416] Predicted: -1.4825495778283142 Movie Vector: [-0.29512130981983886, 0.7775008648091061] User Vector: [1.6819611837054558, -0.09848713543834914] Predicted: -0.5729564205771688 Movie Vector: [-0.021867752075195312, -0.23169517517089844] User Vector: [0.6963188982386745, -0.3741072095489618] Predicted: 0.07145190641718623 Movie Vector: [0.765935891496095, -0.19823796246551356] User Vector: [-0.35903448281050965, -0.5603479825900263] Predicted: -0.16391515432899922 Movie Vector: [0.35065650939941406, 0.7293987274169922] User Vector: [-0.7579201261457117, 0.7479665936026353] Predicted: 0.2797962556863659 Movie Vector: [-0.8013531503159236, -2.0774060867386] User Vector: [-0.8699978066608699, 1.1134408260953932] Predicted: -1.615893266218193 Movie Vector: [0.2826240276425598, 0.026525882939030604] User Vector: [-1.0195555926114799, 0.7495521340187626] Predicted: -0.26826837582567103 Movie Vector: [0.7393879015372921, -1.4748341927244326] User Vector: [1.0175319238977576, -0.4142881678881869] Predicted: 1.363357149600625 Movie Vector: [1.0220328210446326, -0.049087153981071496] User Vector: [0.4292092550538521, 0.047558175973503924] Predicted: 0.43633145025408343 Movie Vector: [-0.19906992493554854, 0.39034619200515697] User Vector: [-0.04189163499873355, 0.9864020926013192] Predicted: 0.3933776652674685 Movie Vector: [-0.9244547380295839, 0.13015656669890624] User Vector: [0.28245715993914744, -0.6649787658332513] Predicted: -0.3476702128846567 Movie Vector: [0.06995424082378134, -0.1833596239955535] User Vector: [-0.08125810926551358, 0.1602265304546126] Predicted: -0.035063425722714744 Movie Vector: [-0.3200079796684933, -1.336843515869433] User Vector: [-0.8554799125775042, -0.0112580433155468] Predicted: 0.28881064067867235 Movie Vector: [0.9167864044486881, -0.25231787181423604] User Vector: [-0.12393104818011164, 0.07488213870182121] Predicted: -0.13251240193474365 Movie Vector: [0.8926792440815534, -1.5940268269342064] User Vector: [-1.2868328816587837, -1.275301853217033] Predicted: 0.88413636240841 Movie Vector: [1.1630627750336575, -0.3731853494966699] User Vector: [1.3538837432861328, 0.9109020233154297] Predicted: 1.2347164936111332 Movie Vector: [-0.5746311565204514, 0.26785053542815035] User Vector: [-0.32574122635633124, 0.35433274347765087] Predicted: 0.282089272687743 Movie Vector: [-0.7640963654928288, 0.09882860055261494] User Vector: [0.27210206459741515, -0.34246032229302775] Predicted: -0.24175707299899724 Movie Vector: [-0.7395097645074187, -0.6126259006887824] User Vector: [0.5104334799608846, -0.25923821642124834] Predicted: -0.21865449673455523 Movie Vector: [0.18640970992299033, 1.2476972852190171] User Vector: [0.9336088647065546, -1.1177224243078925] Predicted: -1.2205454767858945 Movie Vector: [-0.26287301719603035, -0.5124455726526628] User Vector: [0.10575294494628906, -1.3544559478759766] Predicted: 0.6662853581267133 Movie Vector: [-0.04529730315619032, -0.5490229497703908] User Vector: [0.32601356506347656, -0.6665897369384766] Predicted: 0.3512055283709205 Movie Vector: [1.1814110393430644, 1.553624409768985] User Vector: [-0.41797429765771704, -0.8563584758183652] Predicted: -1.8242588809584661 Movie Vector: [-0.00990319386833402, 0.7457661259609989] User Vector: [-0.7413654452885714, -0.0597240465252666] Predicted: -0.03719828507188603 Movie Vector: [-0.5967739299509973, -1.138924942074591] User Vector: [-0.8545461420977635, 0.7517466085858803] Predicted: -0.3462121030942983 Movie Vector: [1.455541871263366, -1.1872001200363442] User Vector: [-0.28866009926526387, -0.23385110748233395] Predicted: -0.14252879816997227 Movie Vector: [-0.8774662017822266, 0.7169437408447266] User Vector: [0.8054681594024067, -1.5893551936725032] Predicted: -1.8462493445699102 Movie Vector: [1.359972530047464, 0.47762234908406387] User Vector: [0.6661292577969941, -0.11109794320201034] Predicted: 0.8528546314542653 Movie Vector: [-0.5535614999385968, 0.8701071510467538] User Vector: [-0.7394253988075231, 0.3561760232125291] Predicted: 0.7192287376852038 Movie Vector: [0.15261138852483053, 1.5995925327983143] User Vector: [-1.3662829133744558, -1.3145518672300431] Predicted: -2.3112576833250844 Movie Vector: [0.7024881512371, -0.7078855706044862] User Vector: [-1.44518742772825, -0.3668743208416568] Predicted: -0.7555220063467889 Movie Vector: [-0.3653502618427866, 0.552258803927288] User Vector: [-1.0131480125479042, 1.0444110543674803] Predicted: 0.9469390913632981 Movie Vector: [0.05201136221756003, 0.09249543151329302] User Vector: [1.5901019937331702, 0.08578417300331251] Predicted: 0.09063801485787265 Movie Vector: [0.8662041459915962, -0.07071775919631806] User Vector: [1.0501190207815867, 0.12378287605778185] Predicted: 0.9008638019639638 Movie Vector: [-0.94426573486528, 0.5744405328336477] User Vector: [-0.3817119655592613, 0.41444716545298776] Predicted: 0.5985127802198955 Movie Vector: [-0.38738202387392473, -0.20469466376437762] User Vector: [-0.5152416229248047, 0.8849239349365234] Predicted: 0.018456135353814768 Movie Vector: [0.7336114349556518, -0.9152812956248124] User Vector: [-1.5493062450073727, -0.9480448510660417] Predicted: -0.2688610579914523 Movie Vector: [1.1602020014987873, 0.5691661028689993] User Vector: [0.386776390007658, -0.16854903283012787] Predicted: 0.3528063456610975 Movie Vector: [0.8062544426590762, -0.5891197889181681] User Vector: [-1.8151846504419653, -0.31937400477206357] Predicted: -1.2753511423881285 Movie Vector: [0.17185656734644914, -0.5610995570243072] User Vector: [1.7565234150106288, 0.12269454411583372] Predicted: 0.23302623021469532 Movie Vector: [-0.7864896613817004, 0.18038600532166876] User Vector: [0.32217809428697564, -0.5372798750525062] Predicted: -0.35030751068081195 Movie Vector: [-0.8590417165759412, -0.10138579085083577] User Vector: [0.42996518302977554, 0.013279653110213577] Predicted: -0.3707043970305909 Movie Vector: [2.0542985686739494, 1.4226777399434964] User Vector: [0.11346958190205592, 1.5955117836694928] Predicted: 2.5029994981335557 Movie Vector: [-0.4493987760781304, 0.04539526433641354] User Vector: [-0.9549393944283959, 1.7255177696938189] Predicted: 0.5074789303573418 Movie Vector: [0.8521727276517645, -0.5117226372869726] User Vector: [-0.6587481702419159, -0.3852288149369895] Predicted: -0.364236919932171 Movie Vector: [0.5257183025994692, -1.056021211963604] User Vector: [-0.16530999784263928, 0.3149744780752987] Predicted: -0.4195262215432348 Movie Vector: [-1.1029536383207443, 0.9337999449521188] User Vector: [-0.0370985121689032, 0.05743341888188086] Predicted: 0.09454926236329052 Movie Vector: [-0.7565399713199932, -1.3104514998811598] User Vector: [-0.5973246734683109, 0.7027396886654553] Predicted: -0.469006287703225 Movie Vector: [0.28767631438153096, 1.3090095419304726] User Vector: [-0.6900448205280199, 0.7214363577462033] Predicted: 0.7458575254577804 Movie Vector: [0.02134844905992961, -0.22283099170114812] User Vector: [-0.747502670624721, 0.6587506743836239] Predicted: -0.16274808874269622 Movie Vector: [-1.41182201761052, 0.35507586795954543] User Vector: [0.41386110993474823, -0.22557066275322873] Predicted: -0.664392926101918 Movie Vector: [0.22150763414197217, 1.0820907159413538] User Vector: [0.21748823409755172, -0.7433372022504144] Predicted: -0.7561829811803297 Movie Vector: [1.8320650503280727, 0.00010177835995620055] User Vector: [0.8567715797032855, 0.2484551044026022] Predicted: 1.569686554641811 Movie Vector: [0.09175300598144531, -1.2267017364501953] User Vector: [0.14622233714147564, -0.7343907847560023] Predicted: 0.9142947898675723 Movie Vector: [-0.2976984751820496, 0.5045994743592677] User Vector: [0.687971537211082, -0.8028020715726177] Predicted: -0.6099015809264638 Movie Vector: [1.3290579818630526, -0.47267033112032375] User Vector: [0.8247428645799578, 0.3744346925047171] Predicted: 0.9191469170654503 Movie Vector: [0.9030377770810518, 0.2669456339112411] User Vector: [-0.07725078885160278, -0.056756812112962296] Predicted: -0.084911363830585 Movie Vector: [0.4449592015739533, 0.014220632815976117] User Vector: [-0.28647442310905613, -0.5585436858737035] Predicted: -0.13541227524645635 Movie Vector: [0.4173202684518258, 1.0607178838686715] User Vector: [0.27993198891976767, -0.46056736785261854] Predicted: -0.37171075104334256 Movie Vector: [-0.17089523840640544, 0.5878206223290703] User Vector: [-1.1133564617238192, 0.5855542019643425] Predicted: 0.534468153363686 Movie Vector: [1.2543763783778272, -0.5083619396165564] User Vector: [-0.7500747820189635, 0.7829823788965968] Predicted: -1.338914529402945 Movie Vector: [0.43652678937415745, 1.2326436338837667] User Vector: [0.26094386367766675, -0.28972873871602195] Predicted: -0.24322329831337797 Movie Vector: [0.7228007388039256, -0.5873779790416104] User Vector: [-0.19723688834589811, -1.032487718714929] Predicted: 0.4638975809882552 Movie Vector: [0.13793991607630202, -1.032226592271166] User Vector: [-0.7802834367361527, 0.8053592677147672] Predicted: -0.9389454842463292 Movie Vector:
avg loss: 15.128761092768961: 8%|███▌ | 5508/70000 [00:09<01:46, 608.13it/s]
[-0.24344163602908314, 0.33655925056763786] User Vector: [-0.9770788106030249, -0.9924582611984534] Predicted: -0.09615934442606139 Movie Vector: [0.01659203801604439, -0.14700756145266347] User Vector: [-0.8167903345551347, -0.7205353837702853] Predicted: 0.09237193342635226 Movie Vector: [0.09850958092306122, -0.5305433184813427] User Vector: [-0.381083279538578, -0.7046396092811829] Predicted: 0.3363014824773044 Movie Vector: [0.5083600409666664, -0.6495068619549108] User Vector: [-0.28729508563675565, 0.13255551982864294] Predicted: -0.23214506122252687 Movie Vector: [0.38351709744743484, 0.3938228705756917] User Vector: [0.0964165892387725, -0.5112546377963456] Predicted: -0.16436635860145676 Movie Vector: [-0.6528860484572708, -2.138027839117713] User Vector: [0.5147889592640683, -0.9811118562869725] Predicted: 1.7615459326266558 Movie Vector: [0.3474735025462934, 1.0830440560017949] User Vector: [-1.565542221069336, 0.6352901458740234] Predicted: 0.14406277738630857 Movie Vector: [0.00335713405568, -0.4448159885216813] User Vector: [0.4033879242905126, 0.7305380870210966] Predicted: -0.3236007939927414 Movie Vector: [-0.3852067787304059, -0.4461628572061338] User Vector: [0.23733612635518825, -0.6589380119502962] Predicted: 0.20257018142383906 Movie Vector: [0.04204992553250657, -0.8389654087982763] User Vector: [1.4949497480457365, 0.2706991437595761] Predicted: -0.16424469222543342 Movie Vector: [0.12378165070005777, 0.07459681224874484] User Vector: [0.845521943751661, -0.23463510171469165] Predicted: 0.08715707127112599 Movie Vector: [-0.14853427787178955, -1.4680450384238934] User Vector: [-1.1481555539456083, -0.5155379119399853] Predicted: 0.9273733298327049 Movie Vector: [-0.7366469627378289, 0.06428152231512893] User Vector: [-0.5772583525161239, -0.509157584959965] Predicted: 0.3925061874365245 Movie Vector: [-0.7809864346002486, 0.657901639234834] User Vector: [-0.6929527746018717, 0.21618381238363146] Predicted: 0.6834144013258925 Movie Vector: [0.5459045152010964, 0.17789975156882015] User Vector: [1.2542915091144338, -0.15967596767271383] Predicted: 0.6563170832234798 Movie Vector: [0.029201970189785487, 0.3205840986367036] User Vector: [0.12131325592870276, -0.5594094986456029] Predicted: -0.17579520380885505 Movie Vector: [-0.18380415129696379, 1.7787038589490194] User Vector: [-0.3609156171782414, 0.6702017455468925] Predicted: 1.258428219783893 Movie Vector: [0.11556727804986447, 0.1873080599684963] User Vector: [-1.271809733946394, -1.1696441230632866] Predicted: -0.36606336069404444 Movie Vector: [1.251411041800104, 0.292044995346999] User Vector: [0.5113016399042601, 1.3950020472109539] Predicted: 1.047251884253469 Movie Vector: [0.151757375596212, -0.5499390981842688] User Vector: [-0.1676034791417575, -0.020368615571695836] Predicted: -0.014233566056587111 Movie Vector: [-0.9578162253757648, -0.009555417686389775] User Vector: [-0.4680089620401344, 1.2008738243387578] Predicted: 0.43679172648310205 Movie Vector: [-0.5501360390372262, 0.7427465766925074] User Vector: [-0.17077199591483144, -0.5376149000627194] Predicted: -0.30536379718940254 Movie Vector: [0.06904300885094761, -1.0758409113706104] User Vector: [-0.2970618341527712, -0.2882857391178172] Predicted: 0.289639549462974 Movie Vector: [-0.42208710931205085, -0.8540743487044586] User Vector: [0.4014598269448589, -2.1855064231115215] Predicted: 1.6971339570483122 Movie Vector: [-1.0743856411541661, -0.34223127653022734] User Vector: [-1.5875058122411392, -0.48573601408966216] Predicted: 1.871827506079271 Movie Vector: [-0.5397513707768522, -0.8361727943471068] User Vector: [-0.9233227310695497, -0.29467357593242716] Predicted: 0.7447627371718882 Movie Vector: [0.3121055498043964, -0.24956555648644582] User Vector: [0.33336911309042583, 1.1038501878539844] Predicted: -0.17143663608055598 Movie Vector: [0.7261648466812928, 0.020668376984585124] User Vector: [-0.1899927754136417, -0.1287380771215801] Predicted: -0.14062688173901983 Movie Vector: [1.4062855748205791, -0.43760886982879965] User Vector: [0.823313707233196, -0.8203095934485944] Predicted: 1.5167889441328586 Movie Vector: [-0.6144712573253289, 0.3111875498322654] User Vector: [-0.1469135220721845, 0.21101074022140176] Predicted: 0.15593805186357834 Movie Vector: [0.014226882819422127, 1.2476583517502138] User Vector: [0.4658015644945378, 0.04857291978821071] Predicted: 0.06722931331782162 Movie Vector: [-0.42354380854223583, 0.153622227442398] User Vector: [0.504524310903613, -1.3732578939065059] Predicted: -0.42465108465703705 Movie Vector: [0.8876967661290945, -1.9169951120612723] User Vector: [-1.2686791175276029, -1.0065350404390594] Predicted: 0.8033204027553051 Movie Vector: [0.3202098635605128, -0.6876470127744309] User Vector: [0.1169632414539429, -0.150701691397207] Predicted: 0.1410823514969059 Movie Vector: [-0.006437871359460237, -0.6284776142225201] User Vector: [-0.6633510557142692, -0.9080409689832892] Predicted: 0.5749539905657736 Movie Vector: [0.5057104266513114, -1.0547375058943715] User Vector: [0.34911569734885417, 1.0301112228025564] Predicted: -0.9099454936756105 Movie Vector: [-0.3804842401734249, -1.0805561324840933] User Vector: [-0.5948846555607181, -0.34076535707782574] Predicted: 0.5945603324904258 Movie Vector: [-0.6011104583740234, 0.5582332611083984] User Vector: [-0.23522793480983267, -0.6323378168753319] Predicted: -0.21159402992056833 Movie Vector: [2.1599206612664776, -0.7624432060168205] User Vector: [-0.44421916999160294, 1.4947838442779358] Predicted: -2.099165949928926 Movie Vector: [0.43593942283865933, -0.3669516552870043] User Vector: [-1.0072341251279142, 0.8144765776644746] Predicted: -0.7379665915381382 Movie Vector: [0.31547078271154866, -0.36757655129421696] User Vector: [-0.15222337271188058, 0.7923021965529499] Predicted: -0.3392537355281749 Movie Vector: [-0.2946253773775482, -0.14469096711385385] User Vector: [0.19502073516657822, -0.33249058514937396] Predicted: -0.009349673373385901 Movie Vector: [1.1532708844523178, 0.33531395156695687] User Vector: [0.6602399541077968, 1.194255559344085] Predicted: 1.161886066609128 Movie Vector: [-1.436847381017592, -0.4945011776104512] User Vector: [0.23422449997341166, 0.1803793816604866] Predicted: -0.42574267600470717 Movie Vector: [-0.8299011861036336, 0.09612369281671992] User Vector: [-0.32353147280410866, 0.7419632453067941] Predicted: 0.3398194000951521 Movie Vector: [-0.23974259860468106, -0.05867949323556663] User Vector: [-0.3912072821684579, -0.35418478429703715] Predicted: 0.11457243407443943 Movie Vector: [1.9414732734912703, -0.9506230929659581] User Vector: [0.5093990355585899, -0.08346527776755933] Predicted: 1.0683286335858917 Movie Vector: [-0.35532987667029453, -0.5291128351511712] User Vector: [0.07704092625511724, 1.6258806935739956] Predicted: -0.8876492862192855 Movie Vector: [0.5652785012630434, 0.26855166010194187] User Vector: [-0.07420028668380707, 1.0497545008476807] Predicted: 0.23996948705221938 Movie Vector: [0.05885618262740002, -0.16147622828695762] User Vector: [-1.0000613842515502, -0.3883569488511537] Predicted: 0.0038506198593955057 Movie Vector: [1.8624533590988475, 0.8894054101974838] User Vector: [-0.11775098396987212, 2.248803318458973] Predicted: 1.780792122275583 Movie Vector: [-0.3456125795063116, 0.42292879758514945] User Vector: [-0.5400603794294335, -0.37585055174502313] Predicted: 0.02769363890252627 Movie Vector: [0.39161012234786563, -0.9869162575845881] User Vector: [0.06200150593015538, 0.2537752436440955] Predicted: -0.22617449640178766 Movie Vector: [-0.18553733825683594, 0.10430335998535156] User Vector: [0.11848482759823033, 0.4768105416952076] Predicted: 0.027749582038849963 Movie Vector: [0.3159528078785957, -0.1866074420644313] User Vector: [1.795737457618337, 0.5938297067467575] Predicted: 0.45655524934940056 Movie Vector: [0.7685391006354103, -1.4867031047285308] User Vector: [-1.8381310334513101, -0.24780478017604674] Predicted: -1.0442634352444073 Movie Vector: [-0.1523141102244732, -0.06978762137020736] User Vector: [0.9539700006211536, -0.4758236327107533] Predicted: -0.11209649230683649 Movie Vector: [0.35909124851607555, -0.3122122048938637] User Vector: [0.630887929439576, -0.16039025341910823] Predicted: 0.27662212891964444 Movie Vector: [-0.007376365235451321, 0.5008536018738258] User Vector: [-0.01646599045417324, 0.5500855121943584] Predicted: 0.27563376928070615 Movie Vector: [0.5387393953850537, -0.21938478360158065] User Vector: [-0.44776131712540934, -0.8646120314303347] Predicted: -0.051543937850291294 Movie Vector: [0.5141467832279012, 0.48526963038486925] User Vector: [0.3956641466291587, 0.18115298689831444] Predicted: 0.2913374912232547 Movie Vector: [-0.2360516247865782, 1.2639727667930276] User Vector: [0.2758185703194509, -1.0048028119382635] Predicted: -1.3351508119572386 Movie Vector: [-1.7663680591212405, -0.6717474854617996] User Vector: [-2.060659006377782, 2.3518664004421512] Predicted: 2.060021908967118 Movie Vector: [0.3199736050205526, 0.22025706708787707] User Vector: [0.021550550843825823, -0.8156595061597316] Predicted: -0.17275916312541104 Movie Vector: [0.07503119040638502, -1.0868429846582428] User Vector: [0.5609891976309676, 0.9017004409686707] Predicted: -0.9379151112266695 Movie Vector: [-0.8326424270473051, 0.4690515771256445] User Vector: [0.6597863587921896, -0.22382466281657964] Predicted: -0.6543514262111652 Movie Vector: [0.4057373490308862, 0.9851168516254941] User Vector: [-1.3947101732192255, -0.10154712834417395] Predicted: -0.6659217957143992 Movie Vector: [-1.3094308824589254, 0.7626133870762405] User Vector: [1.6212302237189158, 0.06150935528964052] Predicted: -2.0759810647390324 Movie Vector: [0.27784322736934025, 0.8895453930621121] User Vector: [0.3291912689492259, 1.0318171720763618] Predicted: 1.0093117764895656 Movie Vector: [0.0814733173351353, -0.20806641414016025] User Vector: [-0.3839146746302059, 0.5815181326222133] Predicted: -0.15227319472794806 Movie Vector: [-0.09749875871246765, 1.7825365866031961] User Vector: [0.5197349142477834, 0.4391641259805395] Predicted: 0.7321526130852372 Movie Vector: [-1.4770546812322787, 0.6514810044192053] User Vector: [1.6644013270069637, -1.2883869965051602] Predicted: -3.2977714260686772 Movie Vector: [0.6528664687139815, 0.020553588665914002] User Vector: [-0.33557756526567706, 0.3135405337921286] Predicted: -0.2126429568529837 Movie Vector: [0.23891948233797117, 0.4944396795053009] User Vector: [0.35706439858691835, 0.1530218067274025] Predicted: 0.16096969434732453 Movie Vector: [-0.02802463982002433, 0.09785467150618751] User Vector: [-0.05468777960023122, -0.1248869754410871] Predicted: -0.01068816863133553 Movie Vector: [0.002317959592267063, 1.86687943264037] User Vector: [-0.23176431816816584, 0.9098267521125232] Predicted: 1.6979996304604146 Movie Vector: [0.4175854892129216, -0.352598595259054] User Vector: [1.1015533678348004, -0.7581838679205732] Predicted: 0.7273272687783068 Movie Vector: [1.3733004671226168, 0.27234103190729997] User Vector: [0.6894153375466945, 0.628251643687127] Predicted: 1.1178731060335816 Movie Vector: [1.3406900394229029, -0.2061493410899068] User Vector: [-0.5270651757423714, 2.000742552639775] Predicted: -1.119082790161707 Movie Vector: [0.3933537861138771, 0.6497727345576306] User Vector: [0.8392649030144853, 0.0935192089772389] Predicted: 0.39089425930405075 Movie Vector: [-0.3457919207565002, -0.05800958367223591] User Vector: [-1.106652329848916, 1.6188008145553776] Predicted: 0.2887654734474788 Movie Vector: [0.6150928610964965, 0.6831561443001193] User Vector: [0.3577193737407527, -2.2740132698219626] Predicted: -1.3334755044350324 Movie Vector: [0.33228435290992303, 0.5717035887666542] User Vector: [0.09334113503153044, 1.1579756381257096] Predicted: 0.6930346266746544 Movie Vector: [0.04160585119118073, -0.05917770450581217] User Vector: [0.5077832092437007, -1.0040538208347503] Predicted: 0.08054435295846413 Movie Vector: [-0.4150849811598308, -0.6790402730199907] User Vector: [-0.4003072609535551, -0.6462957545372869] Predicted: 0.6050223774837101 Movie Vector: [-1.1737132891588555, 0.262413884858128] User Vector: [-0.8437825490806388, -0.2924135142120371] Predicted: 0.9136254247668819 Movie Vector: [1.3068966404143614, 1.5365446810564733] User Vector: [0.34341376899030956, 0.6538970019822935] Predicted: 1.4535482613201363 Movie Vector: [1.392461800801006, -0.21884415310200736] User Vector: [0.9949045149750222, -0.7220242788407798] Predicted: 1.5433773243691689 Movie Vector: [-0.29701999782703603, 0.04740786087087916] User Vector: [0.6059327804920744, 0.8244468994348197] Predicted: -0.14088888924125223 Movie Vector: [-0.084719912033376, -1.6724158529027509] User Vector: [1.3324796489091706, 0.05010826409275071] Predicted: -0.19668941387200262 Movie Vector: [0.18481463313195456, -0.6003033627160811] User Vector: [-0.01770224330564974, 0.6340268130552436] Predicted: -0.3838800615313691 Movie Vector: [1.6080382071991908, 0.3932686575582717] User Vector: [-0.3699024513339435, 1.0601965069185624] Predicted: -0.17787521765778846 Movie Vector: [0.05000827512537177, 0.2942875594762674] User Vector: [0.9686011754614738, 0.35609735710922935] Predicted: 0.15323309622885983 Movie Vector: [1.4365609804564146, 0.077877165340243] User Vector: [0.31172853217568036, -0.6289343820310335] Predicted: 0.39883741896094005 Movie Vector: [0.3402481181794012, -0.021797890203452297] User Vector: [-0.5051563468122104, 0.6837241236266985] Predicted: -0.18678223976550198 Movie Vector: [8.6424056279788e-06, -0.24457782453022275] User Vector: [-0.4581496667297288, -0.5054011906826881] Predicted: 0.12360596421689794 Movie Vector: [0.5109610304524302, 1.0424527013407787] User Vector: [1.8244825064534165, -0.1008255304290632] Predicted: 0.8271336149799765 Movie Vector: [0.11289496221411766, 0.9637953584509962] User Vector: [-1.172827726606229, -0.20206484556562304] Predicted: -0.3271555021411446 Movie Vector: [-0.2565260258967065, -0.5937361704781176] User Vector: [-0.16596813288758946, 0.8577573530088998] Predicted: -0.4667064204198012 Movie Vector: [-2.5249858128086853, 0.3266264018316919] User Vector: [-0.5154775829873177, 0.30406413751893746] Predicted: 1.4008889590277562 Movie Vector: [-1.3562025057394722, 1.5287181623260686] User Vector: [0.07015085574644954, 1.038052212559079] Predicted: 1.4917505044387216 Movie Vector: [-0.3383851704003722, -0.1715097776370617] User Vector: [0.2632074806202903, -0.12684949498286224] Predicted: -0.06730957950246533 Movie Vector: [0.8567239671533718, -0.0863718725350286] User Vector: [-0.10594181794454499, -1.0283764077759723] Predicted: -0.0019400985464339965 Movie Vector: [0.03281149975162289, -1.111002033329755] User Vector: [-0.3255272609016002, -0.5643066568411444] Predicted: 0.6162648055318085 Movie Vector: [0.284536731527577, 0.5139891891079179] User Vector: [0.2952850664773351, 0.12861698833004956] Predicted: 0.15012718922162893 Movie Vector: [1.0563896910795645, -0.16828751652997387] User Vector: [-0.4312682015070881, 0.29566976042414134] Predicted: -0.5053448118573033 Movie Vector: [0.40403017977317157, 0.9024537373952338] User Vector: [0.9656260856892042, -0.29586631862418533] Predicted: 0.12313641598290798 Movie Vector: [0.5317565460412261, 2.246289568927363] User Vector: [-0.2278438627714833, -0.4605613519850223] Predicted: -1.1557116263190943 Movie Vector: [0.8323001861572266, -1.1081218719482422] User Vector: [-0.2886409193268653, -0.4195019886940048] Predicted: 0.22462343810926788 Movie Vector: [-0.42175696196454343, 0.2579102412767962] User Vector: [0.1337698069036392, -0.4728976740418609] Predicted: -0.17838350057363453 Movie Vector: [0.42677136677672767, 0.37125156359219996] User Vector: [0.6669410453970822, 0.858113325527317] Predicted: 0.6032072553449312 Movie Vector: [-0.07597881571635265, -0.21383712270777325] User Vector: [-0.15270501696896377, -0.3420119343902585] Predicted: 0.08473719432498 Movie Vector: [0.698661380920534, -0.30323382800370674] User Vector: [0.955089758775208, -0.5723052058699529] Predicted: 0.8408266281313418 Movie Vector: [0.8582676252506218, 0.9055499278379431] User Vector: [-1.1010370667146698, -1.3685606828053] Predicted: -2.1842844961182957 Movie Vector: [-0.265911408866965, 0.08973496470093553] User Vector: [1.9849166516444317, -0.3891178660067574] Predicted: -0.5627294612928894 Movie Vector: [-0.8961034492228048, -1.153911656847613] User Vector: [-0.37235749768575593, 0.5520034345214397] Predicted: -0.30329235969402896 Movie Vector: [-1.1641657287000915, 0.5736453382949919] User Vector: [0.5132491989181535, -1.0118283215966803] Predicted: -1.177937727502072 Movie Vector: [0.22594324312458983, -0.9195038816383942] User Vector: [0.7062022320402541, 0.3240022110625208] Predicted: -0.13835966812241102 Movie Vector: [-0.00019751962540665198, 0.14984064150807708] User Vector: [-0.9539787995107811, -0.2677762996220104] Predicted: -0.039935342980895835 Movie Vector: [0.7750751815945893, -0.04788768202950259] User Vector: [0.12417244372933446, -0.5280208581552023] Predicted: 0.12152867433283926 Movie Vector: [0.08712798257735137, -0.5515883903643889] User Vector: [-0.10447260946566174, 0.060593604111892796] Predicted: -0.042525216255790574 Movie Vector: [1.237593514043379, 0.48783845200213494] User Vector: [0.3569075403861396, -0.9305210154508474] Predicted: -0.012237474637934398
avg loss: 15.121276445022783: 8%|███▋ | 5644/70000 [00:09<01:44, 618.50it/s]
Movie Vector: [1.7120841539691458, 0.8780755579800178] User Vector: [-1.3649048022884975, 1.3722047959391703] Predicted: -1.1319323918173831 Movie Vector: [-1.2790478873085898, 0.5189648177259287] User Vector: [-0.09373206098065193, -1.8302233736326983] Predicted: -0.8299337449246448 Movie Vector: [2.390289406641395, -0.6611206062263062] User Vector: [0.15214112719090075, -0.20111046390299708] Predicted: 0.4966195964528943 Movie Vector: [-1.9939909592538418, -0.1832999432664457] User Vector: [-0.7360037504315865, -0.4793639026111393] Predicted: 1.5554522004901083 Movie Vector: [0.41226129053106264, -0.41954808302413327] User Vector: [0.1683804919055293, -0.34557364878733754] Predicted: 0.21440152078561125 Movie Vector: [-0.0984319037504674, 0.12799949568908991] User Vector: [0.04817237028086935, -0.5085855937738326] Predicted: -0.06984039763270533 Movie Vector: [0.28034593086015874, -0.5181006623634506] User Vector: [0.257161757130728, -0.4359241388508297] Predicted: 0.2979468372632797 Movie Vector: [-0.3081429387204476, -0.12060666283082644] User Vector: [-0.3345396316988994, -0.25177163475093683] Predicted: 0.1334513618929273 Movie Vector: [0.3946252035158273, -0.6383146983455001] User Vector: [0.379086625244249, 1.1915625966730539] Predicted: -0.6109947828180013 Movie Vector: [0.7814062292211567, -0.9153478139950421] User Vector: [0.046883144460839396, 1.1072786351851418] Predicted: -0.976910297072958 Movie Vector: [0.8879844782975129, 0.007111826395666571] User Vector: [-0.6173925026693878, -0.2812186319714456] Predicted: -0.55023493747748 Movie Vector: [-1.478329793160114, -1.5099171312601312] User Vector: [-0.9538109525663242, -0.34190536216566897] Predicted: 1.9262959118248684 Movie Vector: [-1.2030600394794055, 0.9804837999874877] User Vector: [-1.4413929216933035, -1.0826815833629577] Predicted: 0.6725304722454986 Movie Vector: [0.07752552531147677, -0.5460190119689826] User Vector: [0.4906064792077898, -0.022115321298728896] Predicted: 0.050109910906706565 Movie Vector: [2.3035717010498047, -0.8089351654052734] User Vector: [-0.1848750651928578, -0.7165298148122234] Predicted: 0.1537531958549309 Movie Vector: [-0.4321064990965172, -0.23767946134839857] User Vector: [0.43912847280454465, 0.07825961764644812] Predicted: -0.20835097080471138 Movie Vector: [0.9272463962138138, -1.3364943101883413] User Vector: [0.7671979040083643, 0.5878117598850573] Predicted: -0.0742255808736273 Movie Vector: [-0.12431326736004866, 1.0656536980979503] User Vector: [-0.3205311167094219, -0.7334768074998071] Predicted: -0.7417860019725345 Movie Vector: [1.4627146789681487, 0.3538225750375174] User Vector: [0.7487143142509423, 1.145725620025253] Predicted: 1.500539006972216 Movie Vector: [-0.648541946112502, -1.093384474842363] User Vector: [0.11036733363818796, 0.4813739460355306] Predicted: -0.5979046445338128 Movie Vector: [-0.7728838378615264, -0.1719171930843399] User Vector: [-0.45814854807634864, -0.5370587894920473] Predicted: 0.4464252477586805 Movie Vector: [-2.2464910585665128, -0.8864834635883062] User Vector: [0.6008328099027921, -0.4908012208267172] Predicted: -0.9146783689681783 Movie Vector: [-0.5561149199127322, 1.0730693790841543] User Vector: [0.296847712519413, -0.787167643142278] Predicted: -1.0097669359358326 Movie Vector: [-0.7661404520036388, -0.8669083788660406] User Vector: [-0.63081214362082, 1.0505824617559254] Predicted: -0.4274680379428839 Movie Vector: [-1.5312829598054023, 0.6571377074810998] User Vector: [-0.1904350305197499, -0.549110995840529] Predicted: -0.06923162377439424 Movie Vector: [-1.369493100849954, -1.585083547915734] User Vector: [0.23131864822676113, 0.27284046194949213] Predicted: -0.7492642202863555 Movie Vector: [-0.7549337285863599, 0.3025175110232448] User Vector: [0.030145274057389756, -0.4851434054443894] Predicted: -0.1695220596477805 Movie Vector: [-0.6391644075604328, -0.7654779005191962] User Vector: [-0.8107999156839376, 0.3422663604462579] Predicted: 0.2562371127454249 Movie Vector: [-0.7919979095458984, -0.2895069122314453] User Vector: [0.15501203777197878, 0.5185361846232988] Predicted: -0.2728890195604229 Movie Vector: [0.5492703376071708, 0.07027927270314133] User Vector: [-1.0797834214384874, 1.145136290001647] Predicted: -0.5126136588288547 Movie Vector: [-1.7002463175489804, 0.9850004286968146] User Vector: [1.0150309364714207, -0.23810100118610214] Predicted: -1.9603322001752774 Movie Vector: [-0.07060675223807623, -0.5993792404509829] User Vector: [0.2721801746331073, -0.6003818229572601] Predicted: 0.3406386428702629 Movie Vector: [0.7048587009995156, -1.2541555565219553] User Vector: [0.8231386193401217, 1.3735879841982332] Predicted: -1.142496584783393 Movie Vector: [1.3094770519290688, -0.8059820684563677] User Vector: [-0.10638805639014147, 2.350692906058366] Predicted: -2.033929049172858 Movie Vector: [0.27007754844721354, -0.7222618644952499] User Vector: [-2.2943477591310346, 2.262994870393766] Predicted: -2.2541267125052555 Movie Vector: [-0.84278914304324, 1.0056432509648765] User Vector: [0.8616935037577681, -0.27698612643794107] Predicted: -1.0047751582611557 Movie Vector: [-0.31954709430333017, 2.0078243587979405] User Vector: [-1.7988960234444125, -0.7158330735918139] Predicted: -0.8624350847453656 Movie Vector: [-0.6438809023372976, -0.6517205910888715] User Vector: [1.1259605974610176, -0.015544195618848941] Predicted: -0.7148540531327254 Movie Vector: [0.6249198368437953, 0.035256057431240384] User Vector: [0.5289753151624175, -0.3053375278335462] Predicted: 0.3198021702284806 Movie Vector: [-0.8230751432574808, 0.41596943326200553] User Vector: [-1.3435428098977469, -1.0762020293312398] Predicted: 0.6581695425128102 Movie Vector: [-2.327464730212662, -0.4101715971708743] User Vector: [-0.21551633984748092, -0.5974930551133317] Predicted: 0.746681360493878 Movie Vector: [0.6719662473945959, -1.2269894961666505] User Vector: [0.807530091584013, 1.2370802232541989] Predicted: -0.9752514745484735 Movie Vector: [-0.8661554961184812, 0.7794312225882277] User Vector: [0.09570808861985924, 0.5048568968575036] Predicted: 0.310603141368657 Movie Vector: [1.97951255829188, 0.29653485576802485] User Vector: [0.15205211967786697, 2.3776464590939037] Predicted: 1.0060441302320033 Movie Vector: [1.5282690519266338, -0.26863050424165535] User Vector: [0.3346332744342179, -0.13175303024438034] Predicted: 0.5468025600126012 Movie Vector: [-0.7784042280842404, 0.027450477280198164] User Vector: [-0.26463274597545, 0.2691240006405501] Predicted: 0.2133788306219725 Movie Vector: [0.7513526764469645, -0.3754844277760029] User Vector: [-1.8320002513802323, 0.632033690478312] Predicted: -1.6137971007304535 Movie Vector: [0.1434621497980647, -0.3026030514232849] User Vector: [0.9142793647829995, 0.48563456000560234] Predicted: -0.015790016546521513 Movie Vector: [-0.25317720035857366, 0.26916251062950725] User Vector: [0.7025882625234157, -0.4554671590162799] Predicted: -0.3004740133405839 Movie Vector: [-0.5059212846420029, 0.05170947594963665] User Vector: [1.9782426260416606, -0.8521471006597934] Predicted: -1.0448991307076865 Movie Vector: [0.09380968995946865, 0.03565815497815554] User Vector: [0.7410408270215777, 1.8704951647178465] Predicted: 0.136215216699602 Movie Vector: [0.26829495137574966, 0.03025323924575629] User Vector: [-0.3194555685198337, 0.6001040111602217] Predicted: -0.06755322600077306 Movie Vector: [0.42723118743384003, -0.6482237535144438] User Vector: [-0.14520966336882996, -0.9775687214006912] Predicted: 0.5716451689967382 Movie Vector: [-0.675213199743154, 0.195294279831214] User Vector: [-0.11182710549826512, 0.8965293408349] Predicted: 0.25059418968740366 Movie Vector: [0.5407234006480907, 0.7010257784940515] User Vector: [0.9647844398897413, -0.37786398776374575] Predicted: 0.2567891270425977 Movie Vector: [-0.43941162246987786, -0.5957676189119123] User Vector: [0.20852455141007764, -0.6444671974454326] Predicted: 0.29232457622899294 Movie Vector: [-0.6469893700643811, -0.23001074152799145] User Vector: [-1.1246268203683583, 0.6243203448603198] Predicted: 0.5840212125952984 Movie Vector: [-1.9062440349356127, -1.773809372144033] User Vector: [0.6144232298429858, -0.37062975570786755] Predicted: -0.5138140825439957 Movie Vector: [-0.326497788230935, -0.01076687434076994] User Vector: [-1.6215344746575118, -0.935867734851769] Predicted: 0.5395037898166186 Movie Vector: [0.7976610626781824, 0.20120513750638858] User Vector: [-0.846060556046269, 0.5237888591426286] Predicted: -0.5694805527978537 Movie Vector: [-2.5852760692879064, 0.36218974239620466] User Vector: [-0.28561768386503106, -0.279017507760012] Predicted: 0.6373432838020736 Movie Vector: [-0.9682097920917704, -1.0470172095440693] User Vector: [0.6838814082977227, 0.8901554713259489] Predicted: -1.5941487737914461 Movie Vector: [-0.35892710550035517, -0.1972736887085173] User Vector: [-0.43556829280047027, -0.27976241032937793] Predicted: 0.21152702923026617 Movie Vector: [-0.29735448349058174, -0.3827263271795954] User Vector: [-2.1448246365484973, -0.13748250342103266] Predicted: 0.6903913955645411 Movie Vector: [-0.5678521600002385, 0.6869736699579688] User Vector: [-1.3315446780240403, 0.9023213879049574] Predicted: 1.37599155688341 Movie Vector: [0.3574565906821934, -0.8591661859194313] User Vector: [-1.394408874986395, 0.572184096250815] Predicted: -0.9900418700891991 Movie Vector: [1.0522341666470738, -0.045740718898684245] User Vector: [-0.9412926422022585, -0.9987512983715455] Predicted: -0.9447766765502069 Movie Vector: [0.14265110889117744, -0.5489547114892132] User Vector: [0.5870439767846286, -0.9136644348971229] Predicted: 0.5853028705131189 Movie Vector: [-1.4600009319845353, 0.9232606752966732] User Vector: [-0.6834374685571338, 0.9028975707939432] Predicted: 1.8314291619815086 Movie Vector: [-0.23972511291503906, -1.9266414642333984] User Vector: [-0.9435272389917602, 1.1625703015402624] Predicted: -2.01366897412808 Movie Vector: [-0.5971355296279949, -0.4732481427116573] User Vector: [-0.5879294644923836, -1.5466009669325207] Predicted: 1.0829996072804318 Movie Vector: [-0.23891023829005098, -0.3933080391275317] User Vector: [-0.717934951753346, 0.5561077612879719] Predicted: -0.047199642735625574 Movie Vector: [-0.1319474545604628, 0.4582628778819253] User Vector: [-0.06308555603027344, 0.013971328735351562] Predicted: 0.014726519851822682 Movie Vector: [-1.4587116241455078, 1.0023212432861328] User Vector: [0.20508976201550821, -0.6469646145977881] Predicted: -0.9476331967110463 Movie Vector: [0.6022921489270915, -0.09191831799258307] User Vector: [0.4212308010405639, -0.7797930497032971] Predicted: 0.32538126986403515 Movie Vector: [-0.8113343234253486, -0.2752874193074836] User Vector: [0.7299563134990161, 0.33194820361845795] Predicted: -0.6836197760606663 Movie Vector: [0.80042431211432, -0.3129216229891873] User Vector: [-0.705058992300648, 0.9342546388022466] Predicted: -0.8566948367714377 Movie Vector: [1.472060190362021, -1.5683853318889214] User Vector: [1.8461177169522196, 0.564074214501058] Predicted: 1.8329106737271594 Movie Vector: [-0.6875324249267578, -0.08217811584472656] User Vector: [0.6324676033924344, -0.2994988108615324] Predicted: -0.41022973707367844 Movie Vector: [0.5178695101042425, 0.07809732843487353] User Vector: [-1.9491391732393566, -0.9747572920723828] Predicted: -1.0855256891537188 Movie Vector: [1.546525863513648, -0.5868776718158996] User Vector: [-0.3469301412903214, -0.6202361371811871] Predicted: -0.17253369617294428 Movie Vector: [-0.08702412902829786, -1.2369271763837544] User Vector: [0.2981302191964874, -0.5993028219174062] Predicted: 0.7153494246505234 Movie Vector: [0.11393924100569104, -0.5545350829994853] User Vector: [0.13170915961882257, 0.3524691096504214] Predicted: -0.18044964529428503 Movie Vector: [1.9382762908935547, 0.7522106170654297] User Vector: [-0.5378849819112949, 0.041754125063595104] Predicted: -1.0111618114872574 Movie Vector: [-0.2645731493894483, -1.4962353394354173] User Vector: [-2.1651457770220874, 0.6163097925639406] Predicted: -0.3493050545602814 Movie Vector: [2.0861646370054188, 1.6292192641187029] User Vector: [0.09215247230646745, 0.7671633479889108] Predicted: 1.4421225342077073 Movie Vector: [-0.2364462921629474, 0.4164722737968596] User Vector: [-0.20367038462128062, -0.5558973177958003] Predicted: -0.18335871267288922 Movie Vector: [1.4715099334716797, 0.9527492523193359] User Vector: [0.2272238272083822, -0.7309288132758192] Predicted: -0.3620297614886093 Movie Vector: [0.28813067859071473, -0.18991771976440475] User Vector: [0.8675265169872778, 0.6635731072447039] Predicted: 0.1239367126100886 Movie Vector: [0.2113076215628445, -1.1843332394205741] User Vector: [1.0558663169553208, -0.25978005853103947] Predicted: 0.5307787583810817 Movie Vector: [-0.09444236755371094, 0.10373115539550781] User Vector: [-1.3164931064159677, 0.8473692901619103] Predicted: 0.21223132135322978 Movie Vector: [1.1714007774588686, -0.688826213338353] User Vector: [-1.8539295598171415, -0.9603992032015101] Predicted: -1.51014638128931 Movie Vector: [0.6112257039760984, 0.27013021968280926] User Vector: [1.8009388889519387, 0.16119159890504195] Predicted: 1.1443228622408235 Movie Vector: [-0.3329403501156703, -0.15757222899479653] User Vector: [-0.69868113127048, -1.4958020697506311] Predicted: 0.4683160067300433 Movie Vector: [1.2667118430700814, 0.07467233376682492] User Vector: [0.7868995462804951, 0.6934121271596938] Predicted: 1.0485536763772094 Movie Vector: [-0.6874991498384544, 0.9557262288395022] User Vector: [-1.0503133465304875, -0.7307418981055589] Predicted: 0.023700334272246493 Movie Vector: [-2.62849560931902, 0.31996893805793414] User Vector: [-1.335012282990733, -0.2072669258788328] Predicted: 3.4427549460601203 Movie Vector: [-0.6257063146952093, -0.9937854572418178] User Vector: [0.27602049847466914, -0.26797129958686344] Predicted: 0.09359821160669535 Movie Vector: [-0.26078608485902127, 0.31572581630976804] User Vector: [-0.2309374116850512, 0.2215443546537076] Predicted: 0.13017253566268308 Movie Vector: [0.27476159386967425, -0.9903987148533065] User Vector: [-0.7494688584610649, 0.4392009689939992] Predicted: -0.6409093333604312 Movie Vector: [-0.5467554014614321, 1.4803613351478342] User Vector: [-0.3622430424895308, 0.272566234289984] Predicted: 0.6015548546327121 Movie Vector: [0.810101946054919, 1.7180346613706732] User Vector: [-0.6732098749998062, 0.5909763197858146] Predicted: 0.4699491716005769 Movie Vector: [2.037999171650146, -0.3521811433682473] User Vector: [2.1602122538285284, -1.249475796945737] Predicted: 4.842552598670338 Movie Vector: [-0.5956908120842787, 0.8403497917998435] User Vector: [0.9816951839305319, 1.0859729575769435] Predicted: 0.32781034746524085 Movie Vector: [-0.5013727334246658, -1.3392302606938071] User Vector: [0.15506700133769064, 2.328458903984258] Predicted: -3.1960889913222985 Movie Vector: [1.0404590107502856, -0.8676957664039237] User Vector: [-0.5458862783798742, 0.3285505697711002] Predicted: -0.8530542356252595 Movie Vector: [-0.3687069773051469, -0.22638066693711315] User Vector: [0.5351373010048849, -1.3684782909591764] Predicted: 0.11248817149955345 Movie Vector: [-1.7901021505161447, 1.349730621692924] User Vector: [-0.7496259390840461, 0.5759442787170178] Predicted: 2.1192766350102383 Movie Vector: [-0.08724790191633565, -1.0864086688077217] User Vector: [0.5858628781820041, -0.07771904789192116] Predicted: 0.03331934042922005 Movie Vector: [0.689357082327267, 1.032594083078828] User Vector: [-0.6168092327557202, -0.601797526928017] Predicted: -1.0466143785623454 Movie Vector: [0.6426772171245078, 0.47684884668604677] User Vector: [-0.19035757597713168, -1.1856978346596934] Predicted: -0.6877371221631678 Movie Vector: [0.3393240780620774, 0.803956154361779] User Vector: [-0.0034347054277472644, 0.9813802063917331] Predicted: 0.7878211784447815 Movie Vector: [1.9218228260661985, -1.300999800139036] User Vector: [0.5010099722308536, 0.781505861075188] Predicted: -0.05388656834625816 Movie Vector: [-0.010136007281580428, 0.5930459976269326] User Vector: [-0.3781411497116592, -0.7204850459092766] Predicted: -0.4234479313796107 Movie Vector: [-0.2443199092155616, 0.6264372972200408] User Vector: [-1.051716908043939, 1.3325639910471134] Predicted: 1.0917231644180707 Movie Vector: [0.5730600139475086, -0.6526924096700543] User Vector: [1.0544134181502791, -0.6154137764395129] Predicted: 1.005918068800093 Movie Vector: [-2.034902572631836, 0.9355258941650391] User Vector: [0.2108142513235128, -0.9849426844819492] Predicted: -1.3504258479669602 Movie Vector: [1.296340990925656, 0.4146289382089175] User Vector: [-0.579636783042381, -0.14277070067034126] Predicted: -0.8106037857324064 Movie Vector: [-0.6063312341418113, 0.38525141121086665] User Vector: [-0.0936289327181726, -0.17254776076535727] Predicted: -0.009704122009738678 Movie Vector: [-0.2714376450599772, -0.4304245203791619] User Vector: [0.7531301113400202, 1.875090442391062] Predicted: -1.011512768179617 Movie Vector: [1.396877191471631, 1.1949683588019504] User Vector: [-0.27635128359275113, 0.2765255542357213] Predicted: -0.05558951717276278 Movie Vector: [1.0602418343673066, 0.11877284193344441] User Vector: [0.11543722308914217, -0.7706778234477907] Predicted: 0.030855777856324665 Movie Vector: [0.494692925821658, -0.0892722913056981] User Vector: [1.0698369110305455, -0.3380821983940818] Predicted: 0.5594221241700127 Movie Vector: [0.9054676017189891, 0.30175985337233924] User Vector: [1.0448698933861116, -1.200887056803526] Predicted: 0.5837163342949263 Movie Vector: [-0.3819606856719933, 0.8008332216392224] User Vector: [-0.9485882512157533, 1.2112904831902924] Predicted: 1.3323650788489785 Movie Vector: [-0.7850009719998123, 0.8341245847257199] User Vector: [0.18884462454397344, -0.7151029295813272] Predicted: -0.744728147997129 Movie Vector: [1.3462485369253003, 1.6114749531491646] User Vector: [-0.02141906133979765, 0.4946091059546862] Predicted: 0.7682148058544623 Movie Vector: [-0.7479210789208387, 0.18965933187906098] User Vector: [-0.7704119516077494, 0.25318805086710516] Predicted: 0.6242268146271938 Movie Vector:
avg loss: 15.099527511425304: 8%|███▊ | 5779/70000 [00:09<01:43, 621.29it/s]
[0.1217506910891676, -0.9016883860697359] User Vector: [-0.4637214509651651, -0.7500354484633469] Predicted: 0.6198398458921255 Movie Vector: [-0.20987536457605777, -0.5527297139973082] User Vector: [0.781806087601444, -1.7976291939342992] Predicted: 0.8295212325733824 Movie Vector: [-1.21520543681219, -0.4760867096353456] User Vector: [-0.10481870817900145, 0.7370677848128698] Predicted: -0.22353191239101924 Movie Vector: [0.49086570739746094, 1.1629772186279297] User Vector: [-0.21589068532828065, -0.9796204873566808] Predicted: -1.2452496436711986 Movie Vector: [-0.871063395057523, 1.5023644524527227] User Vector: [0.02123689518160568, -0.5370066817575229] Predicted: -0.8252784314194644 Movie Vector: [0.9883612222093289, -0.12164841579731037] User Vector: [0.20898950315450307, 1.2877737019185227] Predicted: 0.04990149002287897 Movie Vector: [0.42070017610210775, -0.14644996800528082] User Vector: [-0.10833632944968735, -0.44916649133617625] Predicted: 0.02020330540748782 Movie Vector: [1.8453954388145948, 1.215176851318101] User Vector: [-0.1555402670913757, 0.1186872677445929] Predicted: -0.1428072791330057 Movie Vector: [-0.6464958764124745, 0.357184259213222] User Vector: [-0.001111825558480592, 1.5095053848764717] Predicted: 0.5398903533143198 Movie Vector: [-0.5218196883012457, 0.9220676652165165] User Vector: [-0.25882175230657123, -0.45875468429207644] Predicted: -0.2879445745381378 Movie Vector: [0.3230504668652593, 0.10380196434073842] User Vector: [-1.044054875289115, -1.682072777044972] Predicted: -0.5118848733164477 Movie Vector: [-0.448927214428774, -0.45866698278712087] User Vector: [-1.0000761246552021, 0.22794136581233543] Predicted: 0.3444122103486639 Movie Vector: [0.63013395416636, -0.05544185441547844] User Vector: [-0.24614004536892442, 0.45168600587994456] Predicted: -0.18014350984651242 Movie Vector: [-1.2875238199640486, 0.28794760806294084] User Vector: [-0.539744290735408, -0.39920774968332806] Predicted: 0.579982714369935 Movie Vector: [0.3102841099277883, -0.7564103882149957] User Vector: [-0.27057234754623094, 0.31558703268611454] Predicted: -0.3226676099391769 Movie Vector: [-0.05514239241556191, 1.8794300008912617] User Vector: [0.19686654407514453, 0.6701566824268028] Predicted: 1.2486568820238038 Movie Vector: [-0.1028834280093877, -0.27409511996945474] User Vector: [-0.42827966255977157, -0.40287793707201963] Predicted: 0.15448975632565476 Movie Vector: [-1.5747241273597343, 0.5318770203526321] User Vector: [0.8515983005907491, 0.5441711083909718] Predicted: -1.0516002830658209 Movie Vector: [-0.6151368854212795, -1.0188481889290897] User Vector: [1.6764357776669332, -0.5689332470136758] Predicted: -0.45158087454140794 Movie Vector: [-2.0161059811690256, 0.021889536570501446] User Vector: [0.9189310013338221, -0.49187788015934164] Predicted: -1.8634292669167292 Movie Vector: [-1.8198117390960618, 1.3725567629368454] User Vector: [0.3767427540405145, 0.04394445677136172] Predicted: -0.6252846250871902 Movie Vector: [-0.0513742496983007, 0.5144733878924874] User Vector: [-1.0798501955738982, 0.38773374089281626] Predicted: 0.25495518486152735 Movie Vector: [-0.7774429802338486, -0.671442416867983] User Vector: [-0.9760375850717733, 0.9012886193139624] Predicted: 0.15365016011067356 Movie Vector: [-0.9190082550048828, -0.008249282836914062] User Vector: [0.27054102062277796, 0.32477816506615775] Predicted: -0.25130861821266387 Movie Vector: [0.852761184944899, -0.9500241619470411] User Vector: [0.14434637871392453, 1.3162408131483445] Predicted: -1.1273675864771564 Movie Vector: [-0.6086194063420667, -0.9788977704333779] User Vector: [-0.22907399416243304, 0.7116971929254312] Predicted: -0.557259917042852 Movie Vector: [-1.1662704229621081, -0.25136149502400335] User Vector: [0.317414641775537, -0.6725335356155462] Predicted: -0.2011422735518191 Movie Vector: [-0.4383563995361328, -0.6068134307861328] User Vector: [-0.32242148198548426, 0.9125489065164604] Predicted: -0.4124114127471263 Movie Vector: [0.21767750763772775, 0.3559296182294344] User Vector: [-0.5596981576002262, 0.5979616023920491] Predicted: 0.0909985448794175 Movie Vector: [0.5287170894620141, 0.502419053913136] User Vector: [-2.175729397862176, -0.1772601642489415] Predicted: -1.2394041987130706 Movie Vector: [0.3318500518798828, -0.42313575744628906] User Vector: [0.38758788288049406, 0.21618962227687605] Predicted: 0.03714349946775283 Movie Vector: [-0.23506267601847589, 0.7090760087872539] User Vector: [-0.03299277678773281, -0.47539434077275305] Predicted: -0.3293353513541867 Movie Vector: [0.5828466836749355, -0.8271369578570877] User Vector: [0.9600923923506474, -1.0700920784923271] Predicted: 1.4446993733342213 Movie Vector: [1.7315924349848888, 0.08251915246544494] User Vector: [0.6796449384972426, -2.076147206526083] Predicted: 1.005546126101562 Movie Vector: [0.034569140277378396, 0.36942381990517115] User Vector: [-0.37924653357621396, -0.655810321581989] Predicted: -0.25538218075096275 Movie Vector: [-0.6960004948414374, 0.9387190148489731] User Vector: [0.4499872380845641, -2.1715354775491695] Predicted: -2.351652984573739 Movie Vector: [0.4521585730428333, 0.22361358297633616] User Vector: [0.04834329194461359, -1.0439308854797735] Predicted: -0.21157829177992185 Movie Vector: [1.429202149267301, -0.7616016231164262] User Vector: [-0.5817410702451529, -0.5645502163489791] Predicted: -0.4014632268093204 Movie Vector: [2.1407399844450667, 0.24335476318306642] User Vector: [0.5445265663446994, -0.6163142070127031] Predicted: 1.0157067952727417 Movie Vector: [-0.011296563898607198, -0.6617658977005157] User Vector: [0.4168997142995417, 0.17881465753187722] Predicted: -0.12304297662548888 Movie Vector: [0.8181043143955713, 0.9186979135502877] User Vector: [-1.2132835366399868, -0.6849908199866466] Predicted: -1.6218921330331235 Movie Vector: [-0.15921550156854167, -1.417083066827645] User Vector: [-0.23141989251380488, 1.187226398053419] Predicted: -1.645552790912754 Movie Vector: [0.38894088669413673, -0.04153976436703785] User Vector: [0.765528307763458, -0.2088764303530736] Predicted: 0.30642193650967603 Movie Vector: [-0.18028532745079273, -1.3369296430317956] User Vector: [0.49136927165386957, -0.28739073410990734] Predicted: 0.2956345215248287 Movie Vector: [0.9682278730957128, 0.388983784734347] User Vector: [-2.1618958665731944, -1.3443531066872199] Predicted: -2.616139396205149 Movie Vector: [-0.6452888145282586, -0.8649716350474281] User Vector: [-0.8138727364506428, -0.7463856730611793] Predicted: 1.1707854092848087 Movie Vector: [1.1183489157098225, 1.3981779818625948] User Vector: [-1.1310121964361846, 0.4421209624501864] Predicted: -0.6467024685212421 Movie Vector: [0.6481059765700622, -2.1070798401267834] User Vector: [-0.3117415762590387, 0.25446338416062075] Predicted: -0.7382162455341358 Movie Vector: [-0.41118559825491424, -0.9216205453785921] User Vector: [-0.8205722546195555, 0.629437546990538] Predicted: -0.24269508191205702 Movie Vector: [0.3512983283802197, -1.5429527713559674] User Vector: [1.263206747585693, 0.27002245777126865] Predicted: 0.02713051927893939 Movie Vector: [1.030216668075921, -1.1438007353384503] User Vector: [-0.2986649385796937, -0.7153974855421149] Predicted: 0.5105825721276778 Movie Vector: [1.2256504041859708, -0.24779087982751996] User Vector: [0.06723451427175114, -0.784212487906653] Predicted: 0.2767267119425371 Movie Vector: [-0.9334120365119312, 0.009237866312506782] User Vector: [-0.43312489472899435, -0.36444455572277773] Predicted: 0.40091729996891845 Movie Vector: [-0.14894995710276357, -1.404188289085111] User Vector: [-0.9008094072748518, -1.157302402494492] Predicted: 1.759246003084184 Movie Vector: [-0.48012733459472656, 0.2282238006591797] User Vector: [-1.1463506523823226, -0.055214329618898494] Predicted: 0.5377930590827767 Movie Vector: [-0.01675591247459795, -1.196927926614928] User Vector: [0.01457169474253146, -0.1499838438611835] Predicted: 0.17927568921679105 Movie Vector: [0.4854027185398544, -0.9792056520265352] User Vector: [-0.20710151116163636, -0.14318057591233568] Predicted: 0.03967559266220319 Movie Vector: [-0.49009655041131645, 0.2786035858662089] User Vector: [-0.9621416453950313, 0.20308091649920013] Predicted: 0.5281213729728462 Movie Vector: [-0.6851148686576041, -1.3969823626975653] User Vector: [0.274864965420781, -0.4630451549066457] Predicted: 0.4585518398543108 Movie Vector: [-0.8115886326263025, 0.06119807596196799] User Vector: [1.1543623649522219, -0.41778539131388215] Predicted: -0.962435035440266 Movie Vector: [-0.7960517467176341, -0.8229324133159881] User Vector: [-0.0985235620606198, -1.0484039991544951] Predicted: 0.9411954868255414 Movie Vector: [-0.3141005209794716, -0.5091695711640252] User Vector: [-0.06207619612972487, -0.6112807300626093] Predicted: 0.3307437127315815 Movie Vector: [-0.5678503023611687, -0.8014475240541525] User Vector: [0.8981359538966802, 0.699969484463946] Predicted: -1.0709955832187577 Movie Vector: [-0.7876009124696646, 0.9430015543934442] User Vector: [-1.5634730208441903, -1.1311982002058696] Predicted: 0.16467111671738555 Movie Vector: [2.008675848989444, -0.9616342673874011] User Vector: [-0.4332381352267406, -1.0899813629229118] Predicted: 0.17792845030911864 Movie Vector: [0.19071075057899384, 0.4663291083309925] User Vector: [-0.37530875886616777, -1.736976722587736] Predicted: -0.881578221338266 Movie Vector: [0.7125228581526498, -0.015310555396396412] User Vector: [1.5383438653980976, -1.898242612802139] Predicted: 1.125168316474155 Movie Vector: [-0.628942044040162, -1.4916126632042475] User Vector: [-2.0510720836315377, -0.05880322172257449] Predicted: 1.3777170989115326 Movie Vector: [0.8746863065115487, -1.2340368852716839] User Vector: [0.01593702482310755, -0.817115253049914] Predicted: 1.0222902591610064 Movie Vector: [1.430163623591321, -0.10104361841061553] User Vector: [-0.7585654360953629, -0.29270600953157216] Predicted: -1.0552966184836727 Movie Vector: [1.1079234117349899, -0.3554837267138147] User Vector: [-0.19856589250312376, 0.1416684635171426] Predicted: -0.27035663444515806 Movie Vector: [-0.6866359710693359, 1.1682415008544922] User Vector: [0.21879268788644934, 0.32431365712430205] Predicted: 0.2286457438367215 Movie Vector: [-0.028766255202343535, 0.007592952836038516] User Vector: [-1.0364510341291402, 0.6819320115814105] Predicted: 0.034992692553814236 Movie Vector: [1.1708628602972515, 0.38372234091777896] User Vector: [0.937353784636794, 0.6599848887690849] Predicted: 1.3507636798791238 Movie Vector: [-2.601896861208488, 0.32409851860437294] User Vector: [-1.1658523654342956, 0.6096642799707711] Predicted: 3.2310189002405134 Movie Vector: [-2.3053318402104903, 1.441060886816799] User Vector: [-0.2680015177308279, -0.6019019729845407] Predicted: -0.24954495891626927 Movie Vector: [0.5843357256391095, 0.32617994019959295] User Vector: [0.10523917748547884, 0.3405768311047207] Predicted: 0.172584341544745 Movie Vector: [1.6733409541815647, -0.047146638957364984] User Vector: [-0.023819697541067247, 0.25514645605428166] Predicted: -0.051887773256528144 Movie Vector: [-0.031062682627029436, -0.6286466760747852] User Vector: [-1.1053861723877536, 1.7477276343270318] Predicted: -1.0643669081505487 Movie Vector: [1.0718634661615243, 1.3291800041558726] User Vector: [1.1522583792827605, 0.6526588089949403] Predicted: 2.102564698783942 Movie Vector: [-0.651975965281054, -0.1986164261450349] User Vector: [-0.09646435990015365, 0.009895110277798484] Predicted: 0.06092711272143433 Movie Vector: [-0.37176349280782217, 0.32318824660345197] User Vector: [0.5249839619330078, -0.10074785252004506] Predicted: -0.22773039316132027 Movie Vector: [0.4547942987811306, 0.1666974030228713] User Vector: [-0.17172662662128668, 0.7108549571091861] Predicted: 0.04039738453975879 Movie Vector: [-0.18102052955438097, 0.1725692887084198] User Vector: [0.4457132376403633, 0.7215378905362935] Predicted: 0.04383203423896562 Movie Vector: [-0.1502183662234308, 0.18186685582511167] User Vector: [0.049548199554484904, 0.43556810338459506] Predicted: 0.07177235187387625 Movie Vector: [-0.1438420632194926, -0.18346191572562526] User Vector: [-0.12760777922101507, 0.4412570350240523] Predicted: -0.06259849472691364 Movie Vector: [0.31002300375565806, 0.33683679222836155] User Vector: [0.19495890684408812, 0.36486441955028304] Predicted: 0.18334150658830414 Movie Vector: [1.088689883450983, -0.20676888539078214] User Vector: [-1.5044110205397931, 0.5646800884207663] Predicted: -1.754595331098972 Movie Vector: [-0.08960948011262125, 0.03485569690532568] User Vector: [-0.2962116594263173, -0.4821638984232389] Predicted: 0.009737214102358463 Movie Vector: [0.473402296086341, -0.34984333498501596] User Vector: [-0.09069041534852898, 0.7405574533941767] Predicted: -0.30201214010244687 Movie Vector: [-0.34332772271459494, 0.330417296267763] User Vector: [-0.007289525001897695, 1.8947839978721601] Predicted: 0.6285721016069147 Movie Vector: [1.3871390008552773, -0.4185321580390837] User Vector: [1.2903363195429138, 0.5110643803579212] Predicted: 1.5759789550499255 Movie Vector: [0.15005213209496354, -0.03287539444731198] User Vector: [0.4603294624182997, -1.7767572697759837] Predicted: 0.12748501338300883 Movie Vector: [-2.5292304464721287, -0.710610300951772] User Vector: [0.18323871598234825, 0.6115690876776562] Predicted: -0.8980402328824342 Movie Vector: [-1.3901995995791734, -0.4585771048825742] User Vector: [-0.14547382130008046, -0.4147692128444912] Predicted: 0.39244131294127504 Movie Vector: [-0.5362005949859511, 0.10286689018465144] User Vector: [-1.581903726242679, 1.112375979100155] Predicted: 0.9626443769079573 Movie Vector: [0.052316037619135336, 0.02735048886973932] User Vector: [-0.37476363559314513, 0.4102847192283789] Predicted: -0.008384660811295009 Movie Vector: [-0.31541247079092194, 1.8884911515178402] User Vector: [0.206352138206741, 0.37724304777729095] Predicted: 0.6473341199342578 Movie Vector: [-0.83229864797269, 0.49033549235869467] User Vector: [-0.5226612091064453, -0.7446193695068359] Predicted: 0.06989691252011071 Movie Vector: [-2.1490421723110726, 0.058973018343436746] User Vector: [-0.6978767163712974, -0.29251888614022575] Predicted: 1.482515772917742 Movie Vector: [0.612188839132993, -0.12640250831826333] User Vector: [0.01093679118482721, -0.40963652379514004] Predicted: 0.05847446560575898 Movie Vector: [-0.5899771527503035, -1.4885347879925621] User Vector: [-1.9171992449563406, -1.2460466845803002] Predicted: 2.9858875892549457 Movie Vector: [-0.05097377722798213, 1.4037156341260475] User Vector: [-1.2356193205632313, 0.8713950998701457] Predicted: 1.286175109173533 Movie Vector: [0.964539076250618, 0.964855260872496] User Vector: [0.1743663126775899, 0.7289664461992592] Predicted: 0.8715302327741515 Movie Vector: [-1.0193611698610192, 0.4744001286110313] User Vector: [1.3317676613170961, -0.16834634376301222] Predicted: -1.4374157683556388 Movie Vector: [1.0608303236332135, -0.32188477701729956] User Vector: [0.413486594732797, 0.7522599796701023] Predicted: 0.19649808229323923 Movie Vector: [0.42584546211063334, 0.08240627533803924] User Vector: [0.5890519259557612, -0.3178945090566838] Predicted: 0.22464858717401381 Movie Vector: [-0.285063044490464, 0.20828069721005368] User Vector: [-0.13689641875660333, -0.8950014054377574] Predicted: -0.14738740681795526 Movie Vector: [1.0349145604767973, 0.16520888494014666] User Vector: [-0.031333879663031555, -0.18849711687329013] Predicted: -0.06356928679256792 Movie Vector: [0.6617612111198401, 0.285339574098069] User Vector: [0.7131553355719253, 0.908726855915044] Predicted: 0.7312342726229293 Movie Vector: [-0.7071220141183315, -0.4478003000024351] User Vector: [1.1433238892997548, -1.1680758735934145] Predicted: -0.28540476477050947 Movie Vector: [-0.8138735960122352, -0.9209947182573643] User Vector: [0.15259014573061536, -0.05061410399864559] Predicted: -0.07757376816972542 Movie Vector: [-0.20395367996161393, -1.492929125546207] User Vector: [-0.26532922537654935, -0.6512021602392922] Predicted: 1.0263135435567592 Movie Vector: [-0.019346065183515407, 0.6299635904167709] User Vector: [0.6123343354298416, -0.2341668924233945] Predicted: -0.15936287627510964 Movie Vector: [0.31195640563964844, 0.6661891937255859] User Vector: [0.34457942666424446, 0.21766267351817636] Predicted: 0.2524982803747779 Movie Vector: [-1.4548641331832894, 0.11305560385850007] User Vector: [0.048109828670251376, -0.019699149231963684] Predicted: -0.0722203633978602 Movie Vector: [0.4817313482489001, -0.06685788805210202] User Vector: [-1.1733299653165716, -0.5597304733137798] Predicted: -0.5278074288086245 Movie Vector: [0.003991546418863734, -0.8605270933152028] User Vector: [-0.21203249805996788, -0.02531129578602479] Predicted: 0.020934718232475263 Movie Vector: [-1.1613670600964616, -0.470017549334963] User Vector: [0.2731522807778983, 0.2035480255732433] Predicted: -0.4129012054375772 Movie Vector: [1.9069766998291016, -1.441793441772461] User Vector: [0.20134655345995742, 0.4072133355048792] Predicted: -0.2031543304941903 Movie Vector: [-0.1577237655230927, -0.3256828183294516] User Vector: [-0.11474753674941307, -1.0995220008234037] Predicted: 0.3761938376240206
avg loss: 15.112438936790356: 8%|███▉ | 5903/70000 [00:09<01:51, 577.27it/s]
Movie Vector: [-1.547210643612551, 0.20703013563379472] User Vector: [-0.1846933300165526, -0.5578974848945684] Predicted: 0.17025789403838024 Movie Vector: [-1.3705908861501341, 0.22650922486159003] User Vector: [1.2458044525277105, -1.1037574660635596] Predicted: -1.9574994766329872 Movie Vector: [-0.03260486133527248, 0.5919848626193481] User Vector: [0.7518628451777, -1.8764879959402405] Predicted: -1.1353668722937014 Movie Vector: [-0.9755166992309576, 0.4994714435031104] User Vector: [0.7321754701002994, 0.9148612333216496] Predicted: -0.25730233703791855 Movie Vector: [-1.5699158837640548, -0.6580108978907401] User Vector: [-0.8076532277824604, -0.3744146518552371] Predicted: 1.5143165521197062 Movie Vector: [-1.2909843858143615, 0.28589132786524374] User Vector: [0.841871275752072, -0.1771254349708089] Predicted: -1.137481297664055 Movie Vector: [-0.5896061235272098, -1.028832909137898] User Vector: [0.19328883032604227, 0.5633059420719773] Predicted: -0.693511969086223 Movie Vector: [2.013219517932737, -1.1584336750406896] User Vector: [-0.7506952754276957, 0.502175796053821] Predicted: -2.0930517334500403 Movie Vector: [0.02701414012965779, -0.12557673316306378] User Vector: [-0.7602126216239964, 0.951447868340786] Predicted: -0.14001620537008186 Movie Vector: [-0.4175280122983388, -0.22740281803766693] User Vector: [0.6388509723096818, -0.5568206606203104] Predicted: -0.14011558925666856 Movie Vector: [-0.08322906132811264, 0.053582510269662195] User Vector: [1.7909434579307584, 0.6228588342561908] Predicted: -0.11568420301221904 Movie Vector: [1.2969103609913786, 0.11913360181387511] User Vector: [-0.211317779990054, -0.1793955024324129] Predicted: -0.2954322506847808 Movie Vector: [0.22454382056582417, -0.7014912750676159] User Vector: [1.2781101946966593, -0.612191098273109] Predicted: 0.7164384603339646 Movie Vector: [0.5415964371715991, -0.18101995337735835] User Vector: [-1.687069871274192, -0.9380288869504326] Predicted: -0.7439090861592681 Movie Vector: [-0.17127215375491853, -0.45550478539373024] User Vector: [1.1709208288495019, 0.11392049752616312] Predicted: -0.2524374640111504 Movie Vector: [0.7151250212959404, -0.7356093767412613] User Vector: [0.24108625979184975, 0.18947589565442804] Predicted: 0.033026571157959095 Movie Vector: [0.3648406217147399, -0.6600195637978676] User Vector: [0.6241233408917932, -2.0232691284788227] Predicted: 1.5631027553419268 Movie Vector: [-0.24362112229042696, -1.1703515635638173] User Vector: [0.0009557937726825672, 0.6728310910534007] Predicted: -0.7876817709802757 Movie Vector: [-0.009034838772499582, -1.0967842106394765] User Vector: [-0.06249427501009018, 0.368018082599955] Predicted: -0.4030717965265249 Movie Vector: [1.5024465254218868, -0.298662507811039] User Vector: [-0.30908142286375107, -0.02691899282746585] Predicted: -0.4563386159484974 Movie Vector: [-0.4808096510074279, 0.13949310602928897] User Vector: [-1.685142961920495, -0.7832029115626639] Predicted: 0.700981592633558 Movie Vector: [0.6146208386136803, -0.21749282871520137] User Vector: [0.8320133768347302, -0.5836333185379675] Predicted: 0.6383088207892247 Movie Vector: [0.08404855883842083, 0.7209905163114982] User Vector: [0.8126722265811791, -0.21391150726584607] Predicted: -0.08592423861641448 Movie Vector: [-0.2819514404218393, 0.597265016851984] User Vector: [-1.1367157760917175, 1.6949372128194407] Predicted: 1.3328253533969465 Movie Vector: [0.7284812445649913, 0.6264344992784768] User Vector: [-1.0302883034698727, -0.9330852190064757] Predicted: -1.3350624775249558 Movie Vector: [0.4005031577675424, -1.0469043482100764] User Vector: [1.553210855920448, -0.7730300770490807] Predicted: 1.4313544014348198 Movie Vector: [0.3149231849786147, 1.5509719253927505] User Vector: [-0.34705712770565256, -0.5060872270132064] Predicted: -0.8942234169239447 Movie Vector: [-0.5538235579926523, 0.29205455659106055] User Vector: [-1.145586814896846, 0.7548566010872251] Predicted: 0.8549122757360057 Movie Vector: [1.0782062099700263, -0.36964214308371224] User Vector: [-0.12675910984856564, 0.1526897587268598] Predicted: -0.1931130290517276 Movie Vector: [-0.17987507389349472, 0.28403353093073636] User Vector: [0.610454452556674, -0.1729524928486016] Predicted: -0.15892984698930585 Movie Vector: [0.23113172161952586, -1.5692589282509173] User Vector: [0.01875699003133873, 0.5156022056345868] Predicted: -0.8047780292195972 Movie Vector: [1.0190791942469029, 0.17118408328534418] User Vector: [-0.009695940611533626, -0.8523398188436349] Predicted: -0.15578794188221148 Movie Vector: [0.13695588099572922, -0.7774017536068282] User Vector: [-0.7551798676180049, 0.9280528313767227] Predicted: -0.8248962226319083 Movie Vector: [-0.19270831566846994, 0.9091441454621163] User Vector: [-1.045791400587514, 1.734695032861019] Predicted: 1.7786205326355988 Movie Vector: [-0.2771266984062221, 1.6542061386290714] User Vector: [0.05457197881606614, 0.49680257714638776] Predicted: 0.8066905204875068 Movie Vector: [-0.767427446635571, -0.1581132327930569] User Vector: [2.9369640350341797, -1.1618518829345703] Predicted: -2.070202653029299 Movie Vector: [-1.3019988516741408, -0.4730575646771048] User Vector: [1.145853490225855, 0.04725296021887139] Predicted: -1.514253298745793 Movie Vector: [-0.38449176458071965, 1.4777824796988228] User Vector: [0.8813636227248599, -0.04884461501394084] Predicted: -0.4110587708339729 Movie Vector: [-0.3348654547459217, -1.857309274660167] User Vector: [-0.06347128649090629, 0.24941377844410498] Predicted: -0.4419841827181862 Movie Vector: [-0.011629715862832044, 0.015129914104073078] User Vector: [0.5658969481362758, -0.38522511212018223] Predicted: -0.012409643571578966 Movie Vector: [1.3578654281604448, 0.37313741613766377] User Vector: [-0.5688762664794922, -1.276712417602539] Predicted: -1.2488465878085724 Movie Vector: [0.14558122928539122, -0.3435463946722632] User Vector: [-0.3264997780136103, 0.5549984718513941] Predicted: -0.23819996309779073 Movie Vector: [-0.32637199295918345, -0.5957614165209225] User Vector: [0.7660797884502993, -0.9316257521184234] Predicted: 0.30499969042716785 Movie Vector: [-2.0236529104466734, 0.5930446402288003] User Vector: [0.046557355203809825, 0.027960335649226203] Predicted: -0.07763420016511746 Movie Vector: [-0.04863168507473367, -0.8086492737330561] User Vector: [1.2308730000102874, 1.0070504514114773] Predicted: -0.8742100442499303 Movie Vector: [-0.2810221289195457, -0.5391973465769887] User Vector: [-0.6155813108592745, -0.786760084060218] Predicted: 0.5972109202187161 Movie Vector: [-0.6760613568266394, -0.1717942513228865] User Vector: [0.4033232906598934, -0.34797061637430865] Predicted: -0.21289193960092487 Movie Vector: [1.3358134932693095, 0.13556437835038088] User Vector: [1.8984450694254522, 0.06999200472056612] Predicted: 2.545456962578551 Movie Vector: [-0.8654964078221954, 1.3615948476180622] User Vector: [-0.20292626539777636, -0.8467568407321542] Predicted: -0.9773077977717003 Movie Vector: [-1.6231376250646408, -1.4571573143977405] User Vector: [-0.16609148337267002, -0.37968721837572245] Predicted: 0.8228533433044951 Movie Vector: [0.677151545023935, -0.030559021911333237] User Vector: [-0.621896954487474, -0.5025919704510654] Predicted: -0.40575976453939855 Movie Vector: [-1.4460480111037133, 0.10944573640951935] User Vector: [-0.1986959951176973, 0.18454796202311013] Predicted: 0.30752193616071466 Movie Vector: [-0.13430880660221817, -0.042495255815601596] User Vector: [0.29725338546112623, -0.5020088852011116] Predicted: -0.018590751461426795 Movie Vector: [0.6014036024927025, 0.5862745709940367] User Vector: [0.6360476069117078, -0.8204887177695968] Predicted: -0.09851034886225413 Movie Vector: [-1.7413973280416148, 1.3817032658486528] User Vector: [-0.2918699718392329, -0.23429482342468338] Predicted: 0.18453566639910313 Movie Vector: [-0.283223456664777, -0.7376951217046286] User Vector: [-0.8489901285915498, -0.2679767827155622] Predicted: 0.4381390842333437 Movie Vector: [0.3079825070664802, -1.4262459394386438] User Vector: [1.4002441372095313, 0.27488915481701626] Predicted: 0.03919115902944187 Movie Vector: [0.6194533685821477, 0.05177248508615253] User Vector: [0.5686961226219389, -0.10701358513670646] Predicted: 0.34674036961726035 Movie Vector: [0.5296633485591216, -0.3321579994923226] User Vector: [0.4540446139275551, -1.4182680093921296] Predicted: 0.7115798553517507 Movie Vector: [0.039642774209270225, 0.4116702989939066] User Vector: [0.5610627296134536, 1.7313716513524933] Predicted: 0.7349963684891577 Movie Vector: [-0.1735392608940125, -1.0027577471876254] User Vector: [0.33227938047826877, 0.9546937939024878] Predicted: -1.014990116126185 Movie Vector: [0.5838334220740594, 0.029523200253061058] User Vector: [0.7199030947892084, -0.7387427156221057] Predicted: 0.39849343826368794 Movie Vector: [-0.744680233744584, 0.681440979784232] User Vector: [-0.6854419558761597, -0.9367348950627409] Predicted: -0.12789446876943034 Movie Vector: [-1.4701223184739336, 0.13180584668582548] User Vector: [0.6535930738323591, -0.4033784718115332] Predicted: -1.014029406052886 Movie Vector: [-0.09833388253172139, -0.8092002475956797] User Vector: [-2.216927697139408, 0.3234685159561225] Predicted: -0.043751695449275235 Movie Vector: [-0.7376096600686067, -0.9717876426637163] User Vector: [-0.8943862438240668, -0.38621731669437714] Predicted: 1.0350291490234427 Movie Vector: [0.13871639893816423, -0.48822851160079694] User Vector: [0.2573388146509426, -0.5518410796997683] Predicted: 0.3051216626573891 Movie Vector: [0.460077080614351, 0.734075644942805] User Vector: [-0.13337018320638164, -1.1379757871804794] Predicted: -0.8967208744343999 Movie Vector: [0.27265940584127785, 0.033282748812828826] User Vector: [1.046169827967647, -0.40962710171897504] Predicted: 0.27161452776929074 Movie Vector: [-0.8926842356775624, 1.2481473391052853] User Vector: [-0.0893655290967459, -0.30534366795353607] Predicted: -0.30133868763120425 Movie Vector: [-0.6293165881550968, 0.2272932529611144] User Vector: [-0.8990763348156692, 0.45348057400352926] Predicted: 0.668876726337122 Movie Vector: [-0.20586885372466884, 0.5504372838242841] User Vector: [0.4148037844696448, 0.056032641881080425] Predicted: -0.054552724426899624 Movie Vector: [-0.6129461590010031, 0.7585871499843705] User Vector: [0.05446800200302725, -0.424403518686764] Predicted: -0.35533300830014536 Movie Vector: [-0.32155689843587554, -0.5825944931042794] User Vector: [-2.2348213983287573, 0.17621929666333735] Predicted: 0.6159578455899519 Movie Vector: [-0.07882742873258439, -0.7275694649931272] User Vector: [-1.1018614466293501, 0.7777023136740566] Predicted: -0.47897555162639316 Movie Vector: [-0.23323395671712868, -0.3089933898109288] User Vector: [-0.7427189536430852, 0.04220273542223868] Predicted: 0.16018691400957114 Movie Vector: [1.3180942547440706, 0.27795879829599524] User Vector: [0.8662631178620063, 0.9378563393404046] Predicted: 1.4025018598079362 Movie Vector: [0.9833191691960731, -1.2561351557642515] User Vector: [-0.46029832047062486, 0.14864306894780446] Predicted: -0.6393359466335493 Movie Vector: [0.44818300330490823, -0.03544339926581607] User Vector: [1.2292416945229483, 2.0259922964696324] Predicted: 0.4791171805656687 Movie Vector: [-0.16729671270445678, 0.1361906726409283] User Vector: [-0.653191881156415, -0.5063549493217685] Predicted: 0.04031603333951364 Movie Vector: [0.41339772711007006, -0.791948796602313] User Vector: [-1.117749422303437, 0.6310578506124216] Predicted: -0.9618405760377842 Movie Vector: [0.9945583343505859, 2.5144481658935547] User Vector: [-0.11533835842674507, -0.038263533116718734] Predicted: -0.21092239630957516 Movie Vector: [0.18986395380646814, -0.2060915901352536] User Vector: [0.1581586548110492, -0.2391683695314634] Predicted: 0.07931921711793342 Movie Vector: [0.19729974682647372, -0.567227096113329] User Vector: [0.6025446418267227, -0.9733146063694315] Predicted: 0.6709723230596812 Movie Vector: [0.6463327755756576, -0.10873908736665869] User Vector: [0.2756857497525607, 1.0999602598854377] Predicted: 0.058576061024693524 Movie Vector: [0.04091586577475301, 0.20422376410479678] User Vector: [-0.9928008451916635, -0.5158768082170485] Predicted: -0.14597560971137744 Movie Vector: [-0.4445934295654297, 0.5185413360595703] User Vector: [1.036112730775496, -0.13842526723963855] Predicted: -0.5324281354107258 Movie Vector: [-0.7159572542801365, 0.3988886169257189] User Vector: [-0.3495386322100043, -0.9046101504829259] Predicted: -0.11058397240119167 Movie Vector: [-0.13923004991026305, 0.27846290046349353] User Vector: [-0.14095875825938733, 0.4242286628193597] Predicted: 0.13775763885617154 Movie Vector: [-0.657701074517536, 0.005503282338416522] User Vector: [0.9854471898322352, -0.07933267714315596] Predicted: -0.6485662657539286 Movie Vector: [-0.33735633907211066, -0.31705232740916695] User Vector: [-0.29235529725853515, -0.31343441095115737] Predicted: 0.19800302227366381 Movie Vector: [0.07582503897553794, 1.1932778074303847] User Vector: [-1.0481407400286507, 0.5457282034876196] Predicted: 0.571730041646108 Movie Vector: [1.4906748266767667, 1.3413943025182642] User Vector: [1.0017193803699411, -1.0634190098156568] Predicted: 0.06677366275538388 Movie Vector: [-0.5143172726707161, 0.5550408021626944] User Vector: [-1.0252389459827442, -0.4148595510144541] Predicted: 0.2970341205537269 Movie Vector: [-0.17055019351841882, 0.6489274010349134] User Vector: [1.4979659749869014, 0.18516831518067534] Predicted: -0.13531759339381366 Movie Vector: [0.18373626770584145, -1.308024540548571] User Vector: [0.2996642769214901, -0.0020987157855665434] Predicted: 0.05780436755748202 Movie Vector: [-0.8326816558837891, 0.14351844787597656] User Vector: [0.35355948137997795, 0.9082183560410001] Predicted: -0.16405640561741833 Movie Vector: [-0.3020549231987225, -0.18901867783728096] User Vector: [-1.0908199858462129, 0.497587708571385] Predicted: 0.23543417626616397 Movie Vector: [0.602521634731823, 0.22672805770192384] User Vector: [-0.13138375217557538, 0.42221509061041596] Predicted: 0.016566454288513013 Movie Vector: [0.015738431052999546, 0.46062585971576475] User Vector: [1.0796459912137901, 0.9828543710367985] Predicted: 0.46972007362858814 Movie Vector: [0.4319170083885898, 0.10225752449176263] User Vector: [-0.6509264803998399, 0.11662474828789327] Predicted: -0.269220460040818 Movie Vector: [-0.2697584594092039, -0.3561983331510264] User Vector: [0.028366874932373873, 0.325052873743503] Predicted: -0.12343549629339753 Movie Vector: [-0.11151971177445541, 0.5631821812447425] User Vector: [0.14941175187536462, -0.7087425114604496] Predicted: -0.41581350905003006 Movie Vector: [1.127427023435317, -1.1195592629691968] User Vector: [0.7095837549922603, 0.8719067776125815] Predicted: -0.17614740855280986 Movie Vector: [1.1660099029541016, 1.1680889129638672] User Vector: [-0.33888763044163756, 1.9718076938499234] Predicted: 1.9081003725993475 Movie Vector: [0.47889516968878865, 2.139436100659554] User Vector: [-0.4561598555992286, -0.8060367956477349] Predicted: -1.9429169705211176 Movie Vector: [-1.29323956002102, 0.02263899707987986] User Vector: [-0.2885883223099979, -0.6955670514525752] Predicted: 0.35746689452469055 Movie Vector: [0.61728438166124, -0.6058538090817548] User Vector: [-0.7815866641257605, -1.1001477318124215] Predicted: 0.18406745319166706 Movie Vector: [-0.04301276407810078, -0.27273672193623477] User Vector: [-0.23112029858041036, 1.9589698570675218] Predicted: -0.5243418943119909 Movie Vector: [-0.7740231133118447, 0.046569347356021557] User Vector: [1.2136487696177765, 1.1641435799601434] Predicted: -0.8851787923791947 Movie Vector: [0.09800400867521128, -0.26267257327418003] User Vector: [1.0531347008218357, -0.3857345639548875] Predicted: 0.20453331287033327 Movie Vector: [-1.0622572414840799, -0.6361040666487514] User Vector: [-0.3023244954463638, -0.007585338003710362] Predicted: 0.32597144891698615 Movie Vector: [0.6603177105404592, -0.9926697205645594] User Vector: [0.5011246811122536, 0.04410415422405078] Predicted: 0.28712064367803625 Movie Vector: [-0.6190120264551678, 0.3618821144040096] User Vector: [-0.3960220546612965, 0.38709246643769346] Predicted: 0.38522425480116396 Movie Vector: [-1.7783760553509256, 1.3520190734981745] User Vector: [0.952648759900049, -0.6263219634026588] Predicted: -2.5409669844372207 Movie Vector: [-0.05637357707156343, -1.298541065544352] User Vector: [0.8673171608008259, -0.2215002492955969] Predicted: 0.238733398928749 Movie Vector: [-0.9645791501870575, -0.016987097975449558] User Vector: [-0.11250004324716273, 0.5117258464839195] Predicted: 0.09982245902056325 Movie Vector: [-0.6164513971944207, 0.19771365392436455] User Vector: [0.8120211349447236, 0.5232054229337207] Predicted: -0.3971267072668056 Movie Vector: [-1.2571048736572266, -0.18258094787597656] User Vector: [0.3045939808147481, 0.3291518344632795] Predicted: -0.4430034317002977 Movie Vector: [-1.2343502044677734, -1.5784358978271484] User Vector: [0.8146953582763672, 2.406587600708008] Predicted: -4.804263642290607 Movie Vector: [0.16481986682690866, 0.26997972918732116] User Vector: [-0.9833260030619438, -0.46858493531174544] Predicted: -0.2885800948088294 Movie Vector: [-1.4620073709706258, -0.30194748439487773] User Vector: [-0.19497926694287424, 0.510273313891248] Predicted: 0.13098538197363127 Movie Vector: [-0.08055451984775754, -0.13327682766053078] User Vector: [0.5422745712862099, -0.6094201152719444] Predicted: 0.03753891196035053 Movie Vector: [-0.18163412942825288, -1.4407124041280834] User Vector: [0.0027266750673722306, 0.4628697938370724] Predicted: -0.6673575107293748 Movie Vector: [-0.544967464386809, 1.1313617862775336]
avg loss: 15.107291674713746: 9%|███▉ | 6024/70000 [00:10<01:49, 583.90it/s]
User Vector: [0.3027310280325588, 1.139791361190779] Predicted: 1.1245378296423858 Movie Vector: [-0.7232532077410201, -1.0118236678273294] User Vector: [-0.03384590148925781, -0.8733463287353516] Predicted: 0.9081516424455283 Movie Vector: [-0.038053612071752285, 0.24384125986660618] User Vector: [0.49492485768491573, 0.5991615194817359] Predicted: 0.1272666212350076 Movie Vector: [0.41136326099408754, -0.7550485212407411] User Vector: [-1.1700821123361753, -1.320579851583925] Predicted: 0.5157730707573007 Movie Vector: [-0.5574799661537136, -0.9352069333693873] User Vector: [-0.743900651893753, 0.4525449939040178] Predicted: -0.00851350572118964 Movie Vector: [0.09042592105396063, -1.3360315325855536] User Vector: [0.29311598496181956, 0.7283968853068172] Predicted: -0.9466559240911994 Movie Vector: [0.33569317922627595, 0.5362713461948405] User Vector: [1.296005956371157, 0.33475582088207323] Predicted: 0.6145803145014123 Movie Vector: [1.0046180303509047, -1.2944075960798032] User Vector: [-2.269318632369819, 0.11371745429138831] Predicted: -2.426995151331607 Movie Vector: [0.21246910095214844, -1.5655803680419922] User Vector: [-0.3700354528570537, 0.41275658283240424] Predicted: -0.7248247028514697 Movie Vector: [1.6722134499942893, -0.035069294269269496] User Vector: [-0.7830198196025742, -0.011188723353385895] Predicted: -1.3089838933197493 Movie Vector: [1.285377305189437, -0.27348710970923773] User Vector: [0.4931714839919206, 0.8299701613408934] Predicted: 0.40692529251977994 Movie Vector: [-0.5173513817708165, 1.50741925944821] User Vector: [0.8223450424599676, 0.17799151498032428] Predicted: -0.15713350630933964 Movie Vector: [-0.16825764324431525, 0.9153559700280067] User Vector: [-0.031214826331938925, 0.11145474071160191] Predicted: 0.10727289541118097 Movie Vector: [0.03295855274371762, -0.07284493130995245] User Vector: [0.204665146095781, 0.4698673148399539] Predicted: -0.02748198526190978 Movie Vector: [0.9720325469970703, 0.4870319366455078] User Vector: [0.7255635980936973, 0.4599859549981917] Predicted: 0.929299282755878 Movie Vector: [0.762649948050434, -0.8446405080756655] User Vector: [-0.36246655537526207, 0.1098309020892717] Predicted: -0.36920272857005443 Movie Vector: [-0.007455831025835663, 0.34619405136312786] User Vector: [-1.1553250362001777, -0.5863978036948961] Predicted: -0.19439352312175023 Movie Vector: [0.2368963518713939, -1.308396850217733] User Vector: [0.12223310360545886, -0.5714884765245805] Predicted: 0.7766902989425432 Movie Vector: [0.2177679857418553, -0.24828821749853966] User Vector: [-0.08108688171181722, -0.339523329611064] Predicted: 0.06664151540782971 Movie Vector: [-0.7819445104700613, -0.118940167507034] User Vector: [0.49120392266950674, -0.16074179002308656] Predicted: -0.3649755554220549 Movie Vector: [0.6189013077970761, -0.309665947128583] User Vector: [-0.9057790518749292, -0.5932261594267507] Predicted: -0.37688589926025284 Movie Vector: [0.1595228927240071, -0.10111048965045004] User Vector: [1.1241670584845929, -0.347886617452922] Predicted: 0.21450536730800407 Movie Vector: [0.3884320911841681, -0.1020208691832151] User Vector: [-0.33758084221657414, -2.2149967765188174] Predicted: 0.09484866389257282 Movie Vector: [0.23618634275917982, 0.15170691173151263] User Vector: [1.1298057554057723, -0.35146059606473995] Predicted: 0.21352568777326353 Movie Vector: [0.4893802161687613, -1.9069325312081982] User Vector: [0.4824883728194683, 0.070415857860918] Predicted: 0.10184197412138826 Movie Vector: [0.09403734948377585, 0.48802236516063063] User Vector: [0.16967239427139136, 0.47154076638918296] Predicted: 0.2460779823207533 Movie Vector: [0.004491403198054585, -1.049323396477595] User Vector: [0.47769750380277326, -0.4870872605835117] Predicted: 0.5132575907527404 Movie Vector: [0.825408743878874, 0.32694036339963906] User Vector: [-1.0534986496672598, -0.5763614621749787] Predicted: -1.0580028229929777 Movie Vector: [0.1813224301157139, -0.4752259750257689] User Vector: [1.6591812839838668e-05, -0.526741934826694] Predicted: 0.2503244580327998 Movie Vector: [0.28870720355308827, -1.0747423802642777] User Vector: [-0.07268210895319849, 1.5490474447545344] Predicted: -1.6858107863420044 Movie Vector: [0.5302416527607823, -0.43013826634344143] User Vector: [0.5950557523963155, 0.6971669581701362] Predicted: 0.015645158896200217 Movie Vector: [-0.11388364277471696, -1.0629692706255307] User Vector: [0.922431355783759, 0.5332187766373291] Predicted: -0.6718450170922949 Movie Vector: [0.22793223136548516, -0.5010708028061948] User Vector: [-0.7506560756423482, 0.7391716857892444] Predicted: -0.5414760643192439 Movie Vector: [0.8671322818850207, 0.26488912388976293] User Vector: [0.13485135073187204, -0.7485396890439433] Predicted: -0.08134606295216028 Movie Vector: [-0.8485289247922136, -0.2986502535463788] User Vector: [-2.230491784352535, 2.0922263793886904] Predicted: 1.267792856853668 Movie Vector: [-0.7786759066980522, -1.4959054589550727] User Vector: [0.9630827897826629, 0.8347919672192907] Predicted: -1.998699225414486 Movie Vector: [1.1350343638530855, -0.9430189770277123] User Vector: [0.7539085399963589, -0.2506220343395996] Predicted: 1.092053434541709 Movie Vector: [0.5724922071055165, 0.8508372363567253] User Vector: [1.3260115559209475, -0.005825291126866028] Predicted: 0.7541749076932472 Movie Vector: [0.3162134459017685, 1.3496204138675867] User Vector: [-2.3348178398792956, 2.055507533366806] Predicted: 2.0358541331892948 Movie Vector: [1.2763220386527403, 0.5018601407128844] User Vector: [-0.7377699908278622, 0.8292292639013119] Predicted: -0.5254749836854766 Movie Vector: [-0.242975006743815, 0.595066894812126] User Vector: [-0.031991076204190755, -0.9762204281502397] Predicted: -0.5731434268750721 Movie Vector: [0.31634283660179885, -0.5100868131193794] User Vector: [0.03936779659817838, -0.15636763824069277] Predicted: 0.09221479071182938 Movie Vector: [-0.18898593628481836, 0.08476273783326592] User Vector: [-1.251390179458922, -0.6632934295849939] Predicted: 0.18027257764423055 Movie Vector: [0.0818411097944095, -0.30268101113279544] User Vector: [1.615000981853894, -0.3617212524100198] Predicted: 0.2416596271016696 Movie Vector: [0.15806168722053943, -1.3079054935137695] User Vector: [0.06088351085881019, 1.1337685253005079] Predicted: -1.4732387321632858 Movie Vector: [0.1669944444201923, -0.5277670047248558] User Vector: [-0.8095121508808477, 0.3143732319749967] Predicted: -0.3010998508928583 Movie Vector: [-1.7824009148549664, 0.5551033816675149] User Vector: [-0.512497864887041, -0.059238691516929176] Predicted: 0.8805930652492727 Movie Vector: [-0.4866397601886811, -0.6730558061464164] User Vector: [-1.2537311157446447, 0.06141743080771195] Predicted: 0.5687780511033351 Movie Vector: [1.1743123117139773, 1.022857000769769] User Vector: [0.7098103576907382, -0.09575424650877037] Predicted: 0.7355961406234058 Movie Vector: [-0.17513029645298422, 0.9398952634146626] User Vector: [-1.0862888821851184, 0.12195960303761333] Predicted: 0.3048713471936459 Movie Vector: [-0.7669128838595364, 0.14773881804372163] User Vector: [0.9491937125330905, 0.3301746042971632] Predicted: -0.6791692816331758 Movie Vector: [-0.8133584077151318, 0.4483596916642114] User Vector: [0.4401474753435855, 0.6265828195750215] Predicted: -0.07706316991854512 Movie Vector: [0.4485223547007239, -0.4939680357883295] User Vector: [0.18117511473675102, -1.3913248824001463] Predicted: 0.7685311083775301 Movie Vector: [-1.0408837361421335, -0.23412672834432097] User Vector: [-0.409460877092863, 0.7920609336830566] Predicted: 0.2407585324998919 Movie Vector: [1.2062762417362245, 0.5490879160121199] User Vector: [0.12003693862549938, 0.7537796503548615] Predicted: 0.5586890045403845 Movie Vector: [-0.5143147259947095, -0.8634379620607546] User Vector: [0.12377967047516807, -0.049450621592597666] Predicted: -0.020964163373601415 Movie Vector: [-0.011290355273644734, -0.47378977062857214] User Vector: [0.6358242034912109, 1.4640140533447266] Predicted: -0.7008135636802022 Movie Vector: [0.3386730363563307, 0.9899748558183327] User Vector: [0.2573759678512336, -0.7260544241622988] Predicted: -0.6316093233590077 Movie Vector: [-0.8569419714789814, -1.0233181815400707] User Vector: [0.5228617969559985, -0.14669109432397334] Predicted: -0.2979505552027849 Movie Vector: [-0.40431311967446004, -1.155606750966945] User Vector: [1.9422849831735411, -0.3747313028965929] Predicted: -0.3522492774178087 Movie Vector: [0.403298744841515, 0.11144698161741233] User Vector: [-0.9238529205322266, 1.9312191009521484] Predicted: -0.15736018362580523 Movie Vector: [0.7987543985851889, 0.4599009667115458] User Vector: [1.4096309866147398, 0.11844980717873554] Predicted: 1.1804241317687996 Movie Vector: [0.7076353829314322, 0.13585256083871441] User Vector: [0.8407961943077722, -0.7326294116361495] Predicted: 0.49544755520973977 Movie Vector: [-1.5624179959305209, 0.16109375228231917] User Vector: [0.526958644961492, -0.31210989230909914] Predicted: -0.8736086236755006 Movie Vector: [0.4628677803290718, 1.2033969523242238] User Vector: [0.6408890467685424, -0.18558494056499622] Predicted: 0.07331453864178122 Movie Vector: [0.5963234613772385, -1.0273221906857513] User Vector: [-1.233181264608407, -0.4296175407453573] Predicted: -0.29401928710130004 Movie Vector: [1.4155151348106934, -0.168691223998867] User Vector: [0.7178454588551169, 0.36366931025959315] Predicted: 0.9547732903860303 Movie Vector: [0.7385364505029814, 0.02936419528329021] User Vector: [-0.1757484253796664, -0.12037058655044364] Predicted: -0.13333120367121834 Movie Vector: [1.3671530044907363, 0.6555268428394376] User Vector: [-0.09715250663689899, -0.7473349607440384] Predicted: -0.6227204687025172 Movie Vector: [-0.8844071082765111, 0.6901662845816448] User Vector: [-0.13215391723696604, 0.9520479672935981] Predicted: 0.7739492721214883 Movie Vector: [-0.03543379311552537, 0.08093486323423901] User Vector: [-0.6523149236863901, -0.6417891977918899] Predicted: -0.02882912889642531 Movie Vector: [0.7032360228935836, 0.6373766720567181] User Vector: [0.11752294150116305, -0.1510410612499286] Predicted: -0.013623682983361238 Movie Vector: [0.5489756884581062, 0.06691792303783532] User Vector: [-0.6598042712553839, -1.0109876245210347] Predicted: -0.429869696109926 Movie Vector: [0.31695106494922387, 1.4173540185776998] User Vector: [-0.5855428757617007, 0.7524546829201619] Predicted: 0.8809062305883983 Movie Vector: [-0.574200524683308, -0.403612110699354] User Vector: [-0.7713985443115234, -0.1717090606689453] Predicted: 0.5122413052864132 Movie Vector: [0.20706442558122368, -0.29310568128196157] User Vector: [1.1381647075223216, -0.3460914845568562] Predicted: 0.33711480174685376 Movie Vector: [-0.18305090614068392, -0.06430030632677264] User Vector: [0.17437160776531208, 0.4288119582202086] Predicted: -0.05949162107679094 Movie Vector: [-2.167016468748698, 0.8770810412360952] User Vector: [0.4342473343948473, -0.25251015057783327] Predicted: -1.1624929909353463 Movie Vector: [1.9025955707948803, -0.13427136577702753] User Vector: [-1.8150358768814703, 0.10860724137519645] Predicted: -3.4678620628212102 Movie Vector: [1.3425712420463491, 0.4664343417055753] User Vector: [0.06697058019437938, 1.5633095051556116] Predicted: 0.819094014951459 Movie Vector: [-0.8773326873779297, 0.6012248992919922] User Vector: [-0.05404086742022102, -0.4689087669783618] Predicted: -0.2345078067616809 Movie Vector: [1.816398638032895, 1.2373032827719728] User Vector: [0.3024238293729312, -0.18945678912857344] Predicted: 0.3149067246494635 Movie Vector: [-0.39277076721191406, -0.3165912628173828] User Vector: [0.22296368171349346, 0.3172959124176138] Predicted: -0.18802672992608788 Movie Vector: [-0.5901051433338328, -0.005646741881834609] User Vector: [0.015352805150970594, 0.0057132726589349744] Predicted: -0.009092030660195457 Movie Vector: [-0.13780947437298388, 0.43769087690434816] User Vector: [2.0829417864112463, -1.2361228957560948] Predicted: -0.8280888269398852 Movie Vector: [0.06151650588167015, -0.07213029406869437] User Vector: [0.34535463992184184, -0.896234575927447] Predicted: 0.0858906742541924 Movie Vector: [-0.4799593906519865, -0.6812267345667232] User Vector: [-0.686754835859835, 0.7364067293345548] Predicted: -0.1720455189909481 Movie Vector: [-0.5662250518798828, 1.3652515411376953] User Vector: [-0.22382134504001655, 0.0751297293685199] Predicted: 0.2293042315127383 Movie Vector: [-0.24847617780494966, -0.22460348830394083] User Vector: [0.8474120764778277, 1.1696000617627162] Predicted: -0.47325796758137706 Movie Vector: [-0.6581915482698856, -0.8739399856945835] User Vector: [-0.43310879309870676, 0.3623104363279189] Predicted: -0.031569030442480495 Movie Vector: [0.6541301995211983, 2.30659816238975] User Vector: [-0.6754734240784024, -0.4882162885616857] Predicted: -1.5679663597088003 Movie Vector: [-0.14809620301802295, 0.06025248426151979] User Vector: [0.10159206519303846, -0.6395142635710837] Predicted: -0.05357772221268258 Movie Vector: [-0.27473292644305686, 1.584672784672341] User Vector: [0.05538781251761776, 0.252914772266159] Predicted: 0.3855703006295406 Movie Vector: [0.6429437216479269, 0.28555426683676455] User Vector: [-0.8609547184580449, 0.2821998225190063] Predicted: -0.47296206743487856 Movie Vector: [1.620817130702121, 0.6160079595266537] User Vector: [-0.5997769987375392, -1.0036705420218033] Predicted: -1.5903978767827696 Movie Vector: [-1.3249535300999453, 0.30772910879384274] User Vector: [-0.33790497142486753, -0.904143426873343] Predicted: 0.16947713375415457 Movie Vector: [-0.14326104826471608, 0.4607684583470396] User Vector: [-1.6994049046084494, -0.9684457507713186] Predicted: -0.2027707275152355 Movie Vector: [0.25410487526113745, 1.4622851725229085] User Vector: [-0.3120881707799964, -0.540850955857824] Predicted: -0.8701814590022656 Movie Vector: [-1.5791577157718897, -0.002612487076560588] User Vector: [0.9048172099872251, 0.6389934150799395] Predicted: -1.4305184405534244 Movie Vector: [-1.2454408519456817, -0.12420834846975903] User Vector: [-0.909125868732558, -1.235703752939205] Predicted: 1.2857472188305967 Movie Vector: [-0.6812152200526039, 2.6621880413308863] User Vector: [-1.8910249430785184, -1.1800079257657754] Predicted: -1.8532080159251159 Movie Vector: [-0.66557885880722, -0.6501738219842188] User Vector: [0.016713765705751955, -0.42702490413628874] Predicted: 0.26651608489992984 Movie Vector: [-0.7172765124485517, -0.8245133762765816] User Vector: [0.4107727353510532, 0.6637492078645395] Predicted: -0.8419077353988533 Movie Vector: [0.04996407383018808, -0.0024474997835468026] User Vector: [-1.123290549463408, 0.32054141622289545] Predicted: -0.05690869699296558 Movie Vector: [0.01613886510121701, -0.24194298484704807] User Vector: [0.4381783245614255, 0.5512657487899589] Predicted: -0.12630317983581152 Movie Vector: [1.1316016911537639, -0.19312977462928183] User Vector: [0.9603747551604498, -0.18314615838609216] Predicted: 1.1221326733742716 Movie Vector: [0.466975219326143, 0.3393946837594687] User Vector: [-0.6308090958084511, 1.3685809184515998] Predicted: 0.1699168721490465 Movie Vector: [0.18725379671962294, 0.6167646572635572] User Vector: [0.2627427176368169, 2.3589823160797208] Predicted: 1.5041364911056272 Movie Vector: [1.016829634630846, -0.02656766793175952] User Vector: [0.8513598612249372, -0.3315873761667903] Predicted: 0.8744974399290835 Movie Vector: [-0.3615695448006614, -0.3017011121026781] User Vector: [0.11825699722532695, -0.16908450060910624] Predicted: 0.008254853216838755 Movie Vector: [-0.45155982916740983, -0.011091961964866497] User Vector: [-0.3052858271051245, 0.5049372353366395] Predicted: 0.1322540713258226 Movie Vector: [-0.23657798767089844, 0.1427745819091797] User Vector: [0.8161390802450132, 0.5053683371221608] Predicted: -0.12092678822118925 Movie Vector: [-0.7515120078583608, 0.903994584264123] User Vector: [1.2975584511348195, -1.1391802654007126] Predicted: -2.0049435473487236 Movie Vector: [-1.0117984253369245, 0.1289586198033844] User Vector: [-0.9934112358144194, 0.4875519570233683] Predicted: 1.0680059515692104 Movie Vector: [-0.4762415198478957, -0.7777774561081524] User Vector: [-0.5809779155131157, 0.7865784956057054] Predicted: -0.33509721585955443 Movie Vector: [-0.01359483693533945, -1.2294643109196124] User Vector: [-1.4304092660973042, 1.0991272527507046] Predicted: -1.3318915496927202 Movie Vector: [-0.7489067424710742, -0.9599974706910742] User Vector: [0.2743879639293323, -0.5263189290511661] Predicted: 0.29977384442636745 Movie Vector: [-0.4183833178491887, 0.8006962271247066] User Vector: [0.1173926898851172, 0.9967155097824792] Predicted: 0.7489512051141335 Movie Vector: [-0.7294853610798647, -1.1726357011638684] User Vector: [0.9466602856249241, 0.4173338586118582] Predicted: -1.1799554021918046 Movie Vector: [-1.0963549787746032, 0.24494229043760238] User Vector: [-0.9438053488688543, 1.6286383253028596] Predicted: 1.433668094920613 Movie Vector: [-0.3244453218950367, -0.48798899127431977] User Vector: [0.03066434691186848, -0.6476101431840731] Predicted: 0.30607771660689137 Movie Vector: [-0.40120909651511477, 0.9465129111862137] User Vector: [0.3091755848276753, 0.4911183309785033] Predicted: 0.3408057841381338 Movie Vector: [-1.5766136207681032, 0.9122147174266289] User Vector: [-0.6478106666332135, -1.2314465303118296] Predicted: -0.10199652798161885 Movie Vector: [-0.736639997903288, -0.6608088641116174] User Vector: [-0.27426563749296656, -0.7166161793881218] Predicted: 0.6755813621332347 Movie Vector: [1.4870773111045126, -0.024043107972215733] User Vector: [-0.3726268129169033, -0.5850685422653652] Predicted:
avg loss: 15.107818080399381: 9%|████ | 6170/70000 [00:10<01:38, 646.66it/s]
-0.5400580128650798 Movie Vector: [0.3181171417236328, -0.8589267730712891] User Vector: [-0.15889171486526693, 0.46009493675647123] Predicted: -0.44573403751117985 Movie Vector: [-0.6157223345267417, -0.5889361827199076] User Vector: [0.309941502688254, 0.9157362166268436] Predicted: -0.7301480974005218 Movie Vector: [0.4696479207630409, 0.3423563764071612] User Vector: [0.5188348503874227, -0.39533869694791723] Predicted: 0.1083229849632387 Movie Vector: [1.0652762236672784, 0.08516243374565335] User Vector: [-0.43274498261825395, 0.7935059966688217] Predicted: -0.3934160390264484 Movie Vector: [0.7002911560695684, -0.7052102360880886] User Vector: [-0.2503744781677102, 1.0185228352453704] Predicted: -0.8936077618708778 Movie Vector: [-0.6752686482994196, -0.5279283678294339] User Vector: [-1.1148047965927286, 0.48257859311822904] Predicted: 0.4980257990985501 Movie Vector: [-0.2856615977401886, -1.6690818760092074] User Vector: [-0.10484899690886963, -0.11755162661735942] Predicted: 0.22615462146087995 Movie Vector: [-0.3443084081934194, 1.1606091387070039] User Vector: [0.0011869449893568973, 1.2740622629334863] Predicted: 1.4782796305024313 Movie Vector: [0.5979839852263951, 0.5236541028841151] User Vector: [0.2843521368965755, -1.0858920525287663] Predicted: -0.39859380456688587 Movie Vector: [-0.25429258190597176, 0.06875139451832132] User Vector: [0.6919160162607995, 1.7780219333082627] Predicted: -0.05370762283794826 Movie Vector: [-0.026114268984676586, -0.4527734295332246] User Vector: [0.3321644892772032, -0.5330345545528772] Predicted: 0.2326696505044783 Movie Vector: [0.24101568978180377, -0.30342953278790047] User Vector: [-1.261468040147705, -1.1319740160331175] Predicted: 0.03944075697907301 Movie Vector: [-1.0981653321226226, 0.17134625637053133] User Vector: [1.0050775819742737, -0.19077556273864582] Predicted: -1.1364300351000292 Movie Vector: [0.6687530557386953, 0.34203960537309164] User Vector: [1.1131549914075372, 1.1701898201616374] Predicted: 1.1446770663142671 Movie Vector: [1.1940566663797316, -0.4638385579399916] User Vector: [-0.03808072957928124, -0.30986445600609386] Predicted: 0.09825653341598195 Movie Vector: [-0.09693922584763268, 0.47310352942530787] User Vector: [0.16167594924248607, -0.7654979628399585] Predicted: -0.37783252934521533 Movie Vector: [0.5215247414247834, 0.8688463920100487] User Vector: [0.33008762497128535, -0.569043564608543] Predicted: -0.3222625847459991 Movie Vector: [-0.40053135549571034, -0.3847823266437971] User Vector: [-0.16583822322779684, 0.3466046500168641] Predicted: -0.06694393531661828 Movie Vector: [-1.2565844490365974, -0.2382878571563029] User Vector: [0.7100585818150185, -0.0316928651643406] Predicted: -0.8846965468865783 Movie Vector: [-0.4040845585893862, -0.0292492667591734] User Vector: [-0.0584845849193648, -0.11162952986238278] Predicted: 0.026897799578570945 Movie Vector: [-0.38140534122711806, -0.17574331361032877] User Vector: [1.4689970426859167, -0.043500851142435015] Predicted: -0.5526383346026081 Movie Vector: [-1.8312795336548606, 0.5494535914552207] User Vector: [0.2019261493871954, 1.0020092358151609] Predicted: 0.1807743486074363 Movie Vector: [0.016927719116210938, 0.4114055633544922] User Vector: [-0.2944190260264948, 0.24535107942631157] Predicted: 0.09595495647596956 Movie Vector: [-0.08587388452697886, 1.2774684696753218] User Vector: [0.2529009537868898, 0.26122123559266563] Predicted: 0.31198430477700106 Movie Vector: [-0.04057572280305488, -0.5561146203520675] User Vector: [-1.7317074252337368, 0.5783402218022303] Predicted: -0.25135817241960184 Movie Vector: [-0.7668409987546537, -0.8662770424440597] User Vector: [0.0059330146893391, -0.6848078373707274] Predicted: 0.5886836290900275 Movie Vector: [-0.9619472372899582, 0.13962447678386236] User Vector: [0.4028296571066992, -0.28685652812411316] Predicted: -0.4275530684036151 Movie Vector: [-0.9646608695495217, 0.30255671218062163] User Vector: [1.1337626834967156, -0.26330538287812055] Predicted: -1.1733613070678048 Movie Vector: [-0.11721138493087091, 0.18101989997192636] User Vector: [0.3322588709646967, -0.23414070417508592] Predicted: -0.0813286492704701 Movie Vector: [0.40129813063894093, -0.2268915772946452] User Vector: [0.46895957226859064, 0.32552148429105526] Predicted: 0.11433451668253114 Movie Vector: [0.15976330237905825, -0.5670115912149581] User Vector: [-0.07246650288407705, -0.22394136828272376] Predicted: 0.11539986375622045 Movie Vector: [-0.8352475439318647, 0.6747392825039648] User Vector: [-0.5695814674720135, 0.8238315252259979] Predicted: 1.0316130140102433 Movie Vector: [-0.10957691354860075, -1.0295807444635625] User Vector: [-0.03382717805394029, 0.24292971047311007] Predicted: -0.24640907439601265 Movie Vector: [-0.7776698187686493, -0.768013812344581] User Vector: [0.45320350847079, -0.5704139888022085] Predicted: 0.08564313185686806 Movie Vector: [1.8529402666078707, 1.214411371001334] User Vector: [0.7358046723252918, -2.292835179242227] Predicted: -1.4210430077938991 Movie Vector: [-0.250998095266787, 0.35023915400742556] User Vector: [-1.1482271963681079, -0.7411614427185257] Predicted: 0.028619082541258667 Movie Vector: [-0.1988964691631912, 0.5126509225068797] User Vector: [-0.4510760214599076, 1.0817304991079906] Predicted: 0.6442675662640942 Movie Vector: [-0.4565117213578055, -0.08596488496439278] User Vector: [1.1488384105409093, -0.7462170667430625] Predicted: -0.46030973605696174 Movie Vector: [0.6763935753453351, -0.9912548782162129] User Vector: [-1.1488408646040231, 1.611723323179838] Predicted: -2.3746971863492017 Movie Vector: [0.3580347753148172, -1.1103375609574428] User Vector: [0.4549937477949859, -0.3609532756246443] Predicted: 0.5636835639380915 Movie Vector: [0.28141103991522665, 0.35435050060990697] User Vector: [-0.33442199584518945, 0.15033852351920934] Predicted: -0.040837510551334257 Movie Vector: [-1.013092826899316, -0.813907844945797] User Vector: [-0.033372499246680676, -0.2610529419907363] Predicted: 0.24628247703495537 Movie Vector: [0.6913839042261897, -0.8230462016066264] User Vector: [0.03231533063277809, 0.5521406661712657] Predicted: -0.43209497858556223 Movie Vector: [-0.5017456135615387, -0.7503390614036882] User Vector: [-0.027248602926985027, 0.22510745831346782] Predicted: -0.15523505199160248 Movie Vector: [-1.5047284315136873, -0.19014371429124172] User Vector: [-1.1388034346205924, 0.6062950002205808] Predicted: 1.5983067226808936 Movie Vector: [1.0410430610664958, 0.48026022784088995] User Vector: [1.630521113351511, -1.9002232999407063] Predicted: 0.7848410159989164 Movie Vector: [0.5493846979722457, 0.49341051558320714] User Vector: [1.8633881428322976, -0.8404079915977481] Predicted: 0.609050791620493 Movie Vector: [0.09826479073655586, 0.8911609609613964] User Vector: [-0.03788428369552142, 1.405765189708098] Predicted: 1.2490403661368037 Movie Vector: [-0.24920452437918594, 1.4702849463385137] User Vector: [1.9224979337243626, -0.7873206149239574] Predicted: -1.636680831258424 Movie Vector: [-0.25747309770120386, 1.549345030649936] User Vector: [-1.0986080388678519, 0.22561744879420748] Predicted: 0.6324212880439721 Movie Vector: [-0.4531461358804369, 0.8917327855633936] User Vector: [-0.421254370214764, 0.4323416798853482] Predicted: 0.5764230406048859 Movie Vector: [1.2234979369016175, 0.07158037338409734] User Vector: [0.3420260340322952, -1.2751509100684741] Predicted: 0.32719236874138263 Movie Vector: [-0.06218398008030314, -0.24589578466630926] User Vector: [0.909188418733071, -0.19286979941862104] Predicted: -0.009111083853264104 Movie Vector: [-0.7007194896305544, 0.24125888759302622] User Vector: [-0.6811245518686565, -0.8902116144114618] Predicted: 0.26250578454494383 Movie Vector: [-1.4705625761155772, 0.10668913161508606] User Vector: [0.19252074784918635, 0.8182753883268536] Predicted: -0.19581271631020758 Movie Vector: [-0.3121376696618362, 1.894477985332778] User Vector: [-1.732945852082166, -0.860568481645055] Predicted: -1.089410363428739 Movie Vector: [-0.5471337438566358, 0.22032212749052793] User Vector: [-0.030827814179223798, 0.3121842535453765] Predicted: 0.08564803629695514 Movie Vector: [0.4241956847850091, 0.2933590446550798] User Vector: [-0.15891221538870845, -0.36191019525250445] Predicted: -0.17357950515772413 Movie Vector: [0.33525733594535906, -0.7070349804081942] User Vector: [-0.02337903204423035, 0.46285711739658936] Predicted: -0.33509416493042066 Movie Vector: [-0.21557931625776144, -1.521462128118628] User Vector: [1.3434194320405148, 0.8178276422257266] Predicted: -1.5339072275816785 Movie Vector: [-0.8612654206707221, -0.5752429006348011] User Vector: [-0.23987749885330228, 1.9034419190947176] Predicted: -0.8883432557705877 Movie Vector: [-0.41990821519885047, 0.48456456893505] User Vector: [-0.3188844795756352, -0.664331927657298] Predicted: -0.18800950148183018 Movie Vector: [0.5882541700891591, 0.3388608773329332] User Vector: [-1.4731808473622057, -0.3916243347608283] Predicted: -0.9993109424182791 Movie Vector: [0.11435508728027344, -0.27695655822753906] User Vector: [0.8281259485512198, -0.08134543907740893] Predicted: 0.11722956796002111 Movie Vector: [0.4502311849377558, -0.6739688112972428] User Vector: [0.7700214401070707, -0.15381268386777813] Predicted: 0.45035261711568864 Movie Vector: [-0.8766651187888502, -1.1691268359542561] User Vector: [-0.2432989918408049, -1.072567251999254] Predicted: 1.4672588972613658 Movie Vector: [0.18930785494976182, 0.2767094565261729] User Vector: [-0.12682685607233063, 0.6561487044615837] Predicted: 0.1575532313388422 Movie Vector: [0.5771333274698047, -1.494678392184473] User Vector: [0.1941855706329078, -0.39794659194617293] Predicted: 0.7068731367513892 Movie Vector: [-0.4331833471893056, -0.24496794354817808] User Vector: [-0.07482698234338325, 1.9597817902879031] Predicted: -0.4476699122984126 Movie Vector: [1.3521574624176604, 0.6902076669700494] User Vector: [0.35347946712823325, 1.2218036634566765] Predicted: 1.3212581553387508 Movie Vector: [0.5205850695202321, 1.9729998389847787] User Vector: [0.21282281848592732, -0.28984076812273585] Predicted: -0.46106340708039417 Movie Vector: [1.9768826690064172, 0.8532376690836198] User Vector: [-0.1533609184294757, -0.40100018820549327] Predicted: -0.6453250076326853 Movie Vector: [0.04433945052291943, -0.7306811690233491] User Vector: [0.3679779105735547, 0.18123228414718845] Predicted: -0.11610707888603605 Movie Vector: [0.1424831782862533, -1.206668597873696] User Vector: [0.006530694047603605, -0.21462563276642765] Predicted: 0.25991252540233767 Movie Vector: [0.321494125951969, -0.5305475708753219] User Vector: [0.48658072792730866, 0.6526293245549813] Predicted: -0.18981805699458448 Movie Vector: [-0.5202712280915722, -0.3970152119583199] User Vector: [0.609654294923409, 0.21460917821575576] Predicted: -0.4023886971086327 Movie Vector: [-2.3213863372802734, -0.6773281097412109] User Vector: [0.20196568405533355, 0.300370562696649] Predicted: -0.6722898050187408 Movie Vector: [0.7292667133126787, -0.20124397625987955] User Vector: [-0.19362565958595523, -0.10937451671971929] Predicted: -0.11919378573307013 Movie Vector: [0.28756469734197004, -0.7130357029471639] User Vector: [-0.41583426002683704, 0.16346720428449305] Predicted: -0.23613720604484062 Movie Vector: [0.5044012124276199, -0.15532406870008666] User Vector: [0.1788809003747636, 0.7903772252386132] Predicted: -0.03253686340277118 Movie Vector: [1.163320541381836, 0.10722160339355469] User Vector: [-0.052341261122638406, -0.3722976553351264] Predicted: -0.10080801577048899 Movie Vector: [-0.91534317448174, -1.3396364447007698] User Vector: [-0.976120776258563, 0.9099069495504429] Predicted: -0.3254590208861847 Movie Vector: [0.35497866245114656, -0.36385723253285207] User Vector: [0.5035180777812357, -0.7921704464616844] Predicted: 0.46697512011461784 Movie Vector: [0.5371615472789816, 0.2909127443668118] User Vector: [-0.36525458268738453, -0.3819462052611538] Predicted: -0.30731373556010605 Movie Vector: [-0.7241433220911941, 0.43224454821531944] User Vector: [-0.5521137583385257, -0.16090821599149446] Predicted: 0.33025779201013816 Movie Vector: [-0.10931968688964844, -0.03293037414550781] User Vector: [-1.2714784278806104, 0.5204404814514665] Predicted: 0.12185932384818575 Movie Vector: [0.44753697919280805, 0.4849135890177916] User Vector: [-1.2239688802111364, 0.7961907751209709] Predicted: -0.16168760896892848 Movie Vector: [0.690763832986666, -0.003319158442900136] User Vector: [0.5683340366008693, -0.26409273794930344] Predicted: 0.3934611631800736 Movie Vector: [-0.27931136038462123, -1.1328175451874467] User Vector: [0.25914726065744725, 1.6300752756679664] Predicted: -1.9189606461671158 Movie Vector: [-1.2360286712646484, 0.3210735321044922] User Vector: [0.22152777908538546, -0.6418316499713074] Predicted: -0.4798898413038593 Movie Vector: [0.7329021687259664, -0.12344662514858994] User Vector: [-0.23814143920586728, 0.23652698680233253] Predicted: -0.20373283553481603 Movie Vector: [1.4583313527382202, 0.4297859379404952] User Vector: [1.1443414049484377, -0.3548347783509134] Predicted: 1.5163259510453557 Movie Vector: [1.350393295288086, 0.7010936737060547] User Vector: [-0.9176849366940102, 0.2905338307127504] Predicted: -1.0355441549881679 Movie Vector: [-1.4138158402288563, -0.5259107973440487] User Vector: [-0.14203327601098115, 1.921776202907713] Predicted: -0.8098739597240913 Movie Vector: [0.5354976654052734, 0.8518314361572266] User Vector: [-0.8470018923696454, -0.15574585280446698] Predicted: -0.5862367494277549 Movie Vector: [0.041079846208150333, 0.2658118759513838] User Vector: [-1.5227501353720883, 0.3969173134462171] Predicted: 0.04295099431019689 Movie Vector: [0.07969793676834168, -1.0845838086438488] User Vector: [0.7226781750282616, 0.027056318697048165] Predicted: 0.02825111431693668 Movie Vector: [-1.4445581372353349, -0.10995323817880237] User Vector: [-1.0097851414939463, -1.0220112958630319] Predicted: 1.5710667944398684 Movie Vector: [-0.4923171563970586, 0.2776964341279381] User Vector: [-1.4637314659577112, 0.7053433877122597] Predicted: 0.9164914566526126 Movie Vector: [-0.6423836660001089, -0.3412640834091757] User Vector: [0.2753474931004833, 2.4004991245766543] Predicted: -0.9960828655150087 Movie Vector: [-0.6812311153192361, 0.20485063570520123] User Vector: [1.266120241507664, 0.38440990840546563] Predicted: -0.7837738901422887 Movie Vector: [1.0599921825356458, -0.3477021384740047] User Vector: [-0.27058736618023244, 0.23071857181027716] Predicted: -0.36704183364805815 Movie Vector: [-0.41363056914047724, 0.034613672822766624] User Vector: [0.02693613327453647, 0.3567458467063415] Predicted: 0.0012066758819838947 Movie Vector: [0.00010345094643135488, -0.43883141716045054] User Vector: [0.028338745586490854, -0.08822218467959475] Predicted: 0.038717597997989156 Movie Vector: [-0.9012139529855846, 0.3921539742471758] User Vector: [0.8481066033752537, -0.12973658216345407] Predicted: -0.8152022208816334 Movie Vector: [0.27320164777720346, 1.195251328137912] User Vector: [0.8984892529776168, 0.3097475305740938] Predicted: 0.6156948917297177 Movie Vector: [-0.1802464771588228, -0.207219605743734] User Vector: [-0.4169164310347213, -0.5512052762100561] Predicted: 0.18936825798375162 Movie Vector: [-1.293915331831819, 0.4803295251926225] User Vector: [0.18849002746462218, 0.34522822547294785] Predicted: -0.07806682680936264 Movie Vector: [-0.7664641975204576, -0.909768665475454] User Vector: [-0.13573151512526085, -0.5888986721317702] Predicted: 0.6397949058643063 Movie Vector: [2.296531454060954, -0.8362214133689511] User Vector: [-1.6131734316731245, -0.08136546125389821] Predicted: -3.6366639856836285 Movie Vector: [-0.04931583915181939, 0.6925882526368616] User Vector: [-1.7137061387022705, -0.11337120586965982] Predicted: 0.005993290917125055 Movie Vector: [-0.4239573047025851, 1.58353533394217] User Vector: [0.8087514571790346, -0.599563759282284] Predicted: -1.2923064857346063 Movie Vector: [-0.15742077399953125, 0.9775217860471852] User Vector: [-0.2391404587489809, 0.2761846832776187] Predicted: 0.30762222098728154 Movie Vector: [1.5953275137736616, -0.29503300580642394] User Vector: [1.065463213187388, -0.41877772322436435] Predicted: 1.8233160293591872 Movie Vector: [0.050997773918595946, 0.7572338827834887] User Vector: [0.033751753219024266, 0.4596924062045123] Predicted: 0.3498159299163476 Movie Vector: [-0.5154416902850291, -0.17560900903713528] User Vector: [-0.10998065519304817, 0.17803582774518828] Predicted: 0.025423919527921078 Movie Vector: [-1.681528091430664, 1.3572025299072266] User Vector: [0.027274302314871657, 0.24939956253087114] Predicted: 0.2926232117080248 Movie Vector: [0.777925181916324, -0.3320461020964268] User Vector: [0.9486171908453099, -0.3341285102459734] Predicted: 0.8488992701837514 Movie Vector: [0.6933755406950567, -0.2215180435914037] User Vector: [-0.0645528256316137, 0.004948652189122909] Predicted: -0.04585556612706269 Movie Vector: [-0.5046445240860481, -1.3450914870512691] User Vector: [-0.002028872542224336, 0.3296254129415673] Predicted: -0.44235247744495937 Movie Vector: [-0.8686305327371796, 0.18494272321206084] User Vector: [1.6542081953725012, -0.15244476300838003] Predicted: -1.4650892956148112 Movie Vector: [-1.2053502788290058, 0.43302548276029296] User Vector: [0.5810379954007006, 0.6112892787726913] Predicted: -0.4356504747197451 Movie Vector: [0.11762303646114307, 1.258440310120617] User Vector: [0.19024359930175244, 2.168116361420194] Predicted: 2.750822056060382 Movie Vector: [-0.3502990884891935, 1.027382292207126] User Vector: [-0.6640536017554972, -0.9766248898507972] Predicted: -0.7707497465585275 Movie Vector:
avg loss: 15.087906310665897: 9%|████▏ | 6316/70000 [00:10<01:38, 644.99it/s]
[-0.4198097936395794, 0.7337158350620118] User Vector: [-2.096986570203527, -0.16769501905792217] Predicted: 0.7572950083582887 Movie Vector: [-1.3127456158533832, 1.1946912068526327] User Vector: [-0.20474700584528654, 0.8955597480405176] Predicted: 1.3386980904776729 Movie Vector: [-0.3959369659423828, -0.4159259796142578] User Vector: [-0.12059566064866865, -0.3176893178709071] Predicted: 0.17988352073149344 Movie Vector: [2.4142747776022326, -0.6928260968446774] User Vector: [0.6391758885533673, 0.6592477124048112] Predicted: 1.0864022067466823 Movie Vector: [1.5778195896664453, 1.2488819688396644] User Vector: [0.2106384450803842, 0.4566651406543726] Predicted: 0.902670324945585 Movie Vector: [0.23048414246955823, -0.31119643883664694] User Vector: [1.2712060837495922, -1.9419347353363188] Predicted: 0.8973160182049591 Movie Vector: [0.5486551143880711, -0.5347798817169898] User Vector: [-1.0133414866881971, -1.1801397772381084] Predicted: 0.07514002118781937 Movie Vector: [-0.4662210355013963, -1.0565759926318028] User Vector: [0.7177837772133739, 0.5534300479699202] Predicted: -0.9193867981646074 Movie Vector: [-0.2632183459815691, -0.28125589873309265] User Vector: [1.1280140374718959, -0.7072769733953437] Predicted: -0.09798816838181515 Movie Vector: [0.3932202235235168, -0.7863961213891576] User Vector: [-1.3558483123779297, 0.3599262237548828] Predicted: -0.8161915628043184 Movie Vector: [0.025072097778320312, 0.7704067230224609] User Vector: [1.0387145948511058, -0.4565405868827014] Predicted: -0.3256791835811778 Movie Vector: [0.43089053661674476, -0.02196173825033286] User Vector: [1.1316239066466822, -0.7033534312086126] Predicted: 0.503052896337003 Movie Vector: [0.7581622466953334, -0.7017853137852389] User Vector: [0.4782001071292067, -0.6045101251801412] Predicted: 0.786789595476928 Movie Vector: [0.7312488555908203, -1.1553287506103516] User Vector: [1.3183062567065575, 0.20912618570601624] Predicted: 0.7224004466832483 Movie Vector: [-0.592869653034248, 0.09040262050902892] User Vector: [2.0295559739570344, -1.1337552951599135] Predicted: -1.305756595791936 Movie Vector: [-0.17353115759905688, 0.26190071078881705] User Vector: [-0.966351847071734, -0.4407807747718463] Predicted: 0.05225135645555276 Movie Vector: [0.8940637131542456, 1.5149065638188657] User Vector: [-1.2441381662824238, 1.1059870326448267] Predicted: 0.56312822662882 Movie Vector: [-0.6310403723662907, 1.736113190305204] User Vector: [-0.060986156305244225, 0.5545492582550282] Predicted: 1.0012450087145717 Movie Vector: [0.7089272947628976, 0.33680777226876335] User Vector: [1.5469216227613178, 0.1974980057189785] Predicted: 1.1631738245681453 Movie Vector: [-1.1313940951216164, 0.49247095892596476] User Vector: [0.2445365555307353, -0.03592250648227026] Predicted: -0.29435800618320096 Movie Vector: [-0.08740425109863281, 0.4949474334716797] User Vector: [-0.24452799493249552, -1.2708340539415761] Predicted: -0.6076232670970682 Movie Vector: [1.5557193756103516, 0.4876995086669922] User Vector: [0.04779162939454693, 0.2967299232870639] Predicted: 0.2190654016349812 Movie Vector: [1.1590478086377567, -2.081928694379823] User Vector: [-0.4078150354422492, 1.447870223031964] Predicted: -3.4870396862272277 Movie Vector: [0.8402330290563564, 0.02031334203335211] User Vector: [0.5742152283378547, -0.2227552892683069] Predicted: 0.47794969625595757 Movie Vector: [0.4004084310762105, -0.10403619841334638] User Vector: [-0.40202129864365316, -0.27818385333450674] Predicted: -0.13203152688822783 Movie Vector: [-0.30100204208170156, 0.35430604557911927] User Vector: [-0.4515197245196385, -0.6390841838518825] Predicted: -0.09052303085214078 Movie Vector: [0.6900896066500275, 0.4718713957530149] User Vector: [-0.2808576796846771, 0.2788442698208345] Predicted: -0.062238330900150796 Movie Vector: [0.5571725416593243, -0.037075665779222305] User Vector: [-0.2449855000575778, -0.7401155137895229] Predicted: -0.10905891830948342 Movie Vector: [-0.4439787936625168, -0.3952937392025234] User Vector: [-0.5663294424366757, -1.3153150337586377] Predicted: 0.7713740605923463 Movie Vector: [0.14358231980160752, -1.242790936711375] User Vector: [1.8880029807156242, -1.112170851657994] Predicted: 1.653279702278625 Movie Vector: [0.38719916065556864, 0.20910234205611034] User Vector: [-0.511612093521898, 0.6765882580134455] Predicted: -0.056619583834641884 Movie Vector: [0.19925911630500295, -0.11340732783620902] User Vector: [0.7658464080874305, 0.15935252115844947] Predicted: 0.13453013489231935 Movie Vector: [-0.12956469306811938, -0.05640195047168496] User Vector: [-0.13378903506029508, 1.4289931573458057] Predicted: -0.06326366602152786 Movie Vector: [0.9551264300118633, -0.39446115171947826] User Vector: [-1.0556742198130438, -0.012652230348395771] Predicted: -1.0033115354705433 Movie Vector: [-0.17362808971232077, 0.101159689349575] User Vector: [0.22351323835561038, 0.5248437423303839] Predicted: 0.014284853330110772 Movie Vector: [0.4768299602741754, -0.04362764560062671] User Vector: [-0.19333670528050634, -1.0510807848410402] Predicted: -0.04633255351977032 Movie Vector: [1.2459909210018532, -0.01712146698654774] User Vector: [0.38314896090668116, 0.30002869150923184] Predicted: 0.47226319534432626 Movie Vector: [-0.08045378997937846, -0.18465527752277888] User Vector: [-0.0651569440093569, -0.5070006899348737] Predicted: 0.0988624761931914 Movie Vector: [1.3912443510071988, -0.514157271714673] User Vector: [1.7811414661249079, -1.8307382155616592] Predicted: 3.4192903692279293 Movie Vector: [0.12905709821507697, -0.6889569992901838] User Vector: [-0.13819563977851385, 0.4042148515363251] Predicted: -0.29632177943878474 Movie Vector: [-0.15738566571815435, 0.33310393669247734] User Vector: [-0.3493462730796554, 1.4286647383913655] Predicted: 0.5308759443266898 Movie Vector: [0.9064029435484848, 0.36201981031862684] User Vector: [0.7685554670125487, 0.5170833260042362] Predicted: 0.8838153451794329 Movie Vector: [-0.7309789452763154, 0.023222069041619067] User Vector: [-0.4910665003665276, 0.5697228917219909] Predicted: 0.3721894168246146 Movie Vector: [0.10855791983993432, -0.6289979994490527] User Vector: [-0.28542518615722656, -0.3251171112060547] Predicted: 0.17351284805610906 Movie Vector: [0.06408850453443288, -0.31341065296178233] User Vector: [-1.1055843795116242, -1.4389640691605592] Predicted: 0.38013141898462527 Movie Vector: [0.046565875117627185, -0.6996108096541438] User Vector: [0.17655003191362578, 0.4246895565714855] Predicted: -0.28889619778653325 Movie Vector: [-0.09189216894389513, -0.27365985124731834] User Vector: [-0.7489943643927257, 0.8708123573886979] Predicted: -0.16947966351651597 Movie Vector: [0.11119527739403995, 1.185186178828932] User Vector: [1.1994299702774796, -0.7068093878720784] Predicted: -0.7043297693127956 Movie Vector: [0.22261788346609082, 1.1190921683812873] User Vector: [-1.7565219569305772, -0.7624943469605534] Predicted: -1.2443346524321603 Movie Vector: [-0.0943745044295202, -0.3557776324328291] User Vector: [0.8222216079537782, 0.35463462974446963] Predicted: -0.20376782573106145 Movie Vector: [-0.15365557668254198, 0.14805824694469083] User Vector: [1.0573855265528176, -0.09728323529388266] Predicted: -0.17687676813296663 Movie Vector: [-0.3704362375963718, 1.7023121129426246] User Vector: [-0.7378952081325953, -0.35489238882142904] Predicted: -0.3307944876408321 Movie Vector: [-1.105340843253131, -1.16252700966127] User Vector: [-0.7425429207185412, 0.6069817619403255] Predicted: 0.11513032551125968 Movie Vector: [-0.6139354926408996, 0.5237571085365363] User Vector: [-0.10192078913276134, 0.35367608687673463] Predicted: 0.24781315450764643 Movie Vector: [0.1083028577664415, -0.3832716553371646] User Vector: [-0.029912483736955375, 0.16075055149247652] Predicted: -0.06485073743848807 Movie Vector: [0.8491747367422183, -0.8627716640063051] User Vector: [-0.1503286253711427, 0.394973501088222] Predicted: -0.46842721564664114 Movie Vector: [-1.3087915705730915, 0.03163970159742485] User Vector: [-0.6581174541560819, -1.0898474702450645] Predicted: 0.8268561277012408 Movie Vector: [-0.24894600118156068, -0.9425254189196914] User Vector: [-0.2815951704054901, 2.029202307047547] Predicted: -1.8424727628983066 Movie Vector: [-0.8996227370999552, 0.2395145386519098] User Vector: [0.6128188756157389, -0.6754181690701954] Predicted: -0.7130782653899135 Movie Vector: [-1.2331047456531778, 0.44000200345169505] User Vector: [-0.09616171750668953, 0.8632268324171544] Predicted: 0.4983990059044677 Movie Vector: [0.24846403509510395, 0.1689395721881287] User Vector: [-0.1741984784358258, 0.8141752362927067] Predicted: 0.09426435924586572 Movie Vector: [-0.44479239029370715, 0.05908268853888843] User Vector: [-1.1593302368912717, -0.5739833068723136] Predicted: 0.4817487902601804 Movie Vector: [-1.5549296669648496, -0.221661110962869] User Vector: [-1.0739253026130626, 0.15248998183165857] Predicted: 1.6360772143537416 Movie Vector: [0.9815860414742547, 1.6243171427948633] User Vector: [0.800665799125881, -0.15888128168226012] Predicted: 0.5278487828020797 Movie Vector: [-0.4046422689717394, 0.965662984616468] User Vector: [0.6242579097217894, -0.6594466587584499] Predicted: -0.8894043657054223 Movie Vector: [-2.274544790864305, 1.428347782516476] User Vector: [-0.2611370337009581, -0.32555884457642437] Predicted: 0.12895662597690882 Movie Vector: [0.18132522974188, -0.564105985773435] User Vector: [0.09270065561938, 0.870492717278736] Predicted: -0.4742411847117104 Movie Vector: [-0.47536120182926467, -1.232994853708878] User Vector: [-0.21849390204042618, 0.0010182807183334724] Predicted: 0.10260798898096646 Movie Vector: [-0.41454099407591, -0.04920746564194432] User Vector: [-1.5779972076416016, 1.8750858306884766] Predicted: 0.5618763095154599 Movie Vector: [-1.2878050619426404, 2.2330677338938822] User Vector: [0.305457340392551, -0.19274873200339182] Predicted: -0.8237904833507967 Movie Vector: [1.4543734728426538, -0.3028493597595795] User Vector: [-0.7037066298376932, 0.5042033553750108] Predicted: -1.1761499184633994 Movie Vector: [0.3504248390502757, -0.4973922999985594] User Vector: [-1.2005734628633713, 0.8215400899711888] Predicted: -0.829338477383722 Movie Vector: [0.0003027282469160661, -0.49516559608482524] User Vector: [0.2812248927951898, -0.7402572167108057] Predicted: 0.3666350406874848 Movie Vector: [-2.3493179445690027, -0.47075699788367914] User Vector: [-0.2413704628468258, 0.3822290021635426] Predicted: 0.38711898209239004 Movie Vector: [0.06541348788773338, 1.3414394258628288] User Vector: [-0.11113132201878426, 0.6790907144431422] Predicted: 0.9036895707045633 Movie Vector: [-0.5466640303206552, 1.1249741648709808] User Vector: [0.10246280825378959, 0.31386868718362926] Predicted: 0.29708143252556535 Movie Vector: [0.3231871231945922, -0.5907223075260204] User Vector: [-0.4563629971064617, 0.6805981928052861] Predicted: -0.5495351791192773 Movie Vector: [-0.5831636000815881, 0.5784437547948207] User Vector: [0.22188763633918712, 0.9022764569457601] Predicted: 0.39251938879751824 Movie Vector: [-0.8461467679564323, -0.25779872805071] User Vector: [0.14706839630493565, -0.4377444788061181] Predicted: -0.011591478354518764 Movie Vector: [-0.624638587167498, -0.19038738744536798] User Vector: [-1.7903865080330883, -0.5119400758522192] Predicted: 1.215811432431626 Movie Vector: [0.8085762095216504, -0.058064063867750974] User Vector: [-0.37395731329723525, 0.059630542744938606] Predicted: -0.30583537855118953 Movie Vector: [-1.3435345612099145, -0.025894953068198723] User Vector: [2.0530007491552467, -1.1410284262965016] Predicted: -2.7287305831314916 Movie Vector: [-0.8028739964315601, -1.0384871812140992] User Vector: [0.6984076035036948, -0.09617259846998709] Predicted: -0.46085929306806755 Movie Vector: [-1.0147730347392554, -1.7410907995242961] User Vector: [-2.177137380019189, -0.027612726444034758] Predicted: 2.257376570127834 Movie Vector: [-0.8121304109993914, -0.8100919601943669] User Vector: [-1.663678917676223, -0.5852742751371377] Predicted: 1.8252502279805947 Movie Vector: [-1.081686019897461, -0.6174945831298828] User Vector: [1.3202926028418138, -0.1904704682727166] Predicted: -1.3105275682634059 Movie Vector: [-0.30662114516497785, 0.017443461501582824] User Vector: [-0.5923519396578538, 1.396531340250973] Predicted: 0.2059879707480087 Movie Vector: [0.42185998849174733, 0.04923043471488742] User Vector: [-0.37232820855550297, -1.0363483840954066] Predicted: -0.20809025524146538 Movie Vector: [-0.21192231590467459, 0.5561336212075341] User Vector: [-0.8484033040562595, 1.9520687369304162] Predicted: 1.2654066485319098 Movie Vector: [-0.039627253394902626, 1.932245344109289] User Vector: [0.21708897650576778, -0.5997685054540733] Predicted: -1.167502542088254 Movie Vector: [-1.0632259033301545, 0.5825494513861271] User Vector: [0.16788377153390202, -0.2527546615414506] Predicted: -0.32574046405986457 Movie Vector: [-0.49435512214495725, 0.32946935305797886] User Vector: [-0.31633452785045146, -0.47433663950179605] Predicted: 0.00010220840582483848 Movie Vector: [-1.3405432233250687, -0.09137417345984356] User Vector: [-0.09421581712890964, 0.3379622184340201] Predicted: 0.09541935681213007 Movie Vector: [1.6996904651590214, -0.33605260988960073] User Vector: [0.18978947445017177, 0.575941678397749] Predicted: 0.12903665594073807 Movie Vector: [-0.9041177717442068, 0.68614901162911] User Vector: [0.2557319254114993, -0.3677076811079118] Predicted: -0.4835140405275261 Movie Vector: [-0.12648821980912162, -0.08214755843399218] User Vector: [-0.21251880484680258, -0.05623735047525309] Predicted: 0.03150088633537294 Movie Vector: [-0.19495626293161214, 1.41376658204072] User Vector: [0.5298881297850839, -1.1713360402545396] Predicted: -1.7593007596064927 Movie Vector: [-0.6553551771239731, 1.2281040621478128] User Vector: [1.4736029749242043, -0.017706903026193762] Predicted: -0.9874792581763916 Movie Vector: [-0.3543193805542446, -0.6557180675089495] User Vector: [-1.1086499379665666, 0.6910640266980692] Predicted: -0.06032700883959535 Movie Vector: [-0.780613609748523, 0.23155719756262436] User Vector: [-0.12259093885677494, -0.6085835142139016] Predicted: -0.045225737730737056 Movie Vector: [-0.06625335554504186, -0.4830560068919526] User Vector: [-1.167678226704131, -1.034029404070243] Predicted: 0.5768567156550697 Movie Vector: [0.19402726297370343, -0.6883722397994058] User Vector: [0.24876785656202033, -0.5814719718782624] Predicted: 0.4485369099869802 Movie Vector: [-0.9035921941167552, 0.8283772612854694] User Vector: [1.456012974240089, -0.04626286348934949] Predicted: -1.3539650622125954 Movie Vector: [-0.7696508875521201, 0.09626609748067133] User Vector: [-1.7222705704808643, -0.35875700830657936] Predicted: 1.2910109360419784 Movie Vector: [1.249244406093443, -0.02440832441750382] User Vector: [0.3331303150295548, -0.6879699902381191] Predicted: 0.4329533772620567 Movie Vector: [-0.8129796654818636, -0.35651957053637673] User Vector: [0.7356861963450291, -0.9964002006824902] Predicted: -0.24286174617452538 Movie Vector: [0.5740169326992308, -1.8945803848420633] User Vector: [-0.07223654522211737, 0.5170486605768436] Predicted: -1.0210552504549388 Movie Vector: [-0.3810978751879436, 0.19303010287657094] User Vector: [0.7142734527587891, 0.4951190948486328] Predicted: -0.1766352053347442 Movie Vector: [0.4541247549171128, 0.6565444378790085] User Vector: [1.0441377821600688, 1.2447973046288774] Predicted: 1.2914335610640102 Movie Vector: [-0.43088181952470905, -0.321349351073559] User Vector: [-0.44658509856003015, 0.37334179382958665] Predicted: 0.0724522566643912 Movie Vector: [1.4520637763924924, 0.7696088297564643] User Vector: [-0.2998176732374515, -0.5560118892334126] Predicted: -0.8632660422339917 Movie Vector: [-0.710313757295069, 0.21713680124032037] User Vector: [-0.32808831520224446, -0.23388469569975123] Predicted: 0.18226066921260545 Movie Vector: [0.9079360591222023, -1.2317918628824662] User Vector: [-0.5410114104956926, -0.014075462059372545] Predicted: -0.47386572835455726 Movie Vector: [0.1172194373352634, -0.11477499360400395] User Vector: [-1.487735808982383, 0.7188832783598224] Predicted: -0.2569013781082118 Movie Vector: [0.3831103267221203, 0.2804118120529138] User Vector: [0.3284841105254528, 1.1359934304486532] Predicted: 0.44439163121874387 Movie Vector: [2.205054704418567, -0.9769444617091175] User Vector: [-0.2929686247408323, 0.2806011419965615] Predicted: -0.9201435758546044 Movie Vector: [1.7327505295998413, -0.23572739924688624] User Vector: [-1.2297503483267973, -0.5646292585531154] Predicted: -1.9977519806814241 Movie Vector: [0.03362827827371328, -0.5828871297762254] User Vector: [-1.676003755370464, 0.554075287087406] Predicted: -0.3793244744437026 Movie Vector: [-0.11748460387600568, 1.8908749320927034] User Vector: [-0.6956859607434537, 0.641599280173168] Predicted: 1.2949163848482095 Movie Vector: [1.6899163783263151, -1.0833148626120765] User Vector: [-1.5223298656883941, 1.040616445071914] Predicted: -3.6999254344670645 Movie Vector: [0.42210699941353286, -0.551932647646639] User Vector: [1.7671061655463103, -1.1465386878400072] Predicted: 1.3787200147927452 Movie Vector: [-1.344378384525631, -0.07761703981825252] User Vector: [-0.6435655352720061, 0.8835981862437571] Predicted: 0.7966133190403352 Movie Vector: [1.8073883862170506, -1.0207434353317821] User Vector: [0.3589580875076604, -0.9121851027112762] Predicted: 1.5798836339000117 Movie Vector: [0.5599308013916016, 1.0050106048583984] User Vector: [0.08517109488506378, 0.3494531224623879] Predicted: 0.3988940133899743 Movie Vector: [-0.32210788597074974, -0.5373540476364104] User Vector: [-0.19102350398666723, -1.3968211688570809] Predicted: 0.8121176859494448 Movie Vector: [0.6451556040314539, -0.4809189297391121] User Vector: [-1.2393333177547627, 0.12891044304130303] Predicted: -0.8615583075119979 Movie Vector: [0.5548984885364794, -0.11011800265648027] User Vector: [-0.03997317272654804, 0.18518216525058467] Predicted: -0.04257294329296578 Movie Vector: [-0.3062288883399566, 0.5111595325222453] User Vector: [1.6374212805430846, 0.24049393541971986] Predicted: -0.37849493088131786 Movie Vector: [1.9931558930362856, 0.509876350868477] User Vector: [-0.1789755787190457, 0.15452952164431122] Predicted: -0.27793528083599284 Movie Vector: [0.008535385131835938, 0.8351993560791016] User Vector: [-2.039506970470066, 0.351891238925726] Predicted: 0.2764913586886177 Movie Vector: [-0.07510633348467102, 0.3904534041844928] User Vector: [0.07744137325531822, -0.6725600515463772] Predicted: -0.26841969925000575 Movie Vector: [-0.15402759869638535, 0.20488496841396192] User Vector: [-0.9413348061170448, -0.2858380221825892] Predicted: 0.08642762560914675 Movie Vector: [0.6059098248295968, -1.5536503797279009] User Vector: [-0.10539938570151952, 0.4589901021326228] Predicted: -0.7769726697972522 Movie Vector: [-0.7524121363580748, 0.5351212629300222] User Vector: [0.27296543969880893, -0.509693582091182] Predicted: -0.47813038299166233 Movie Vector:
avg loss: 15.075730192441675: 9%|████▏ | 6381/70000 [00:10<01:38, 643.24it/s]
[-1.358044521284432, 0.15354046150271133] User Vector: [-0.4933811429720546, -0.5898095891294237] Predicted: 0.5794739216045935 Movie Vector: [-1.2209766433634575, -0.43550454160122] User Vector: [0.3443134477682476, 0.49108878637542025] Predicted: -0.634270074516901 Movie Vector: [-0.1270350395955732, -0.27370885443877163] User Vector: [0.5557921471098923, -1.023349407915877] Predicted: 0.2094947167162361 Movie Vector: [0.7661722782458784, 0.8499863819317944] User Vector: [-0.08505579048437636, -1.060987967211294] Predicted: -0.966992712296516 Movie Vector: [1.2709148224045357, -0.008677908319532232] User Vector: [-0.8109188079833984, -0.7780170440673828] Predicted: -1.0238571722532686 Movie Vector: [-0.10531586473527328, 1.215613381075969] User Vector: [0.17218276668366045, 1.277368875018185] Predicted: 1.5346531200762614 Movie Vector: [0.05851294200933599, -1.3546041685084793] User Vector: [1.1314009129538998, -0.9467241640740387] Predicted: 1.3486380950913797 Movie Vector: [-1.2632783528524065, 0.02671649501301286] User Vector: [-0.14170979233586148, 0.8362654544145428] Predicted: 0.20136099488752474 Movie Vector: [0.0647505864721057, -0.6558676456467183] User Vector: [-0.17806652258049327, -0.49148251931042286] Predicted: 0.31081757104850943 Movie Vector: [1.0875875102724246, -0.18456700113332664] User Vector: [-1.5714520796043494, -0.9766722860225666] Predicted: -1.5288301798481028 Movie Vector: [-0.2769914591046881, -0.17475501030398677] User Vector: [-0.02571977242193885, 1.5160848420976771] Predicted: -0.25781926491150436 Movie Vector: [-1.5244147755203645, -1.5264368645908137] User Vector: [-1.0100643694477363, -0.596242870457926] Predicted: 2.4498841467292127 Movie Vector: [1.434146418835653, 0.079447422121745] User Vector: [0.5404885921687275, -0.5468314407062856] Predicted: 0.73169543058107 Movie Vector: [0.0405315235063099, 0.878161517444421] User Vector: [-0.19536668475407654, 0.920691786080894] Predicted: 0.8005975865879523 Movie Vector: [-0.362166850123903, 0.14168310699335185] User Vector: [-0.5352861270000114, 0.9088475556139586] Predicted: 0.32263123599331645 Movie Vector: [-0.4618127351809948, 0.1474521323000273] User Vector: [-0.40474061426167146, 0.5862426602808505] Predicted: 0.2733571004146704 Movie Vector: [0.9799098968505859, 0.05328178405761719] User Vector: [0.6097403548366394, 0.706108549188182] Predicted: 0.635113331452693 Movie Vector: [-1.4339875592600322, 0.06275480286199202] User Vector: [0.35955279820841696, 0.5745344152793241] Predicted: -0.47953944555971884 Movie Vector: [0.005155050784827382, -0.4545577016041358] User Vector: [0.39658799950904994, 0.5986942712540573] Predicted: -0.270096660626685 Movie Vector: [-0.5194073883177861, -0.823383613612269] User Vector: [1.4416467554084034, 0.46541049619954133] Predicted: -1.1320133522773466 Movie Vector: [0.2558293471736412, 0.728086236304835] User Vector: [0.007573659119004331, -0.24453871950874995] Predicted: -0.1761077116497989 Movie Vector: [-1.382323454540656, 0.9104236357515827] User Vector: [0.07331881283574673, -0.2292715383689178] Predicted: -0.3100845421781179 Movie Vector: [-0.033974555404794896, -0.8650592817386452] User Vector: [1.3603472012135374, 0.14270404839889586] Predicted: -0.16966465296653271 Movie Vector: [1.1203910394500323, 0.46580423561973433] User Vector: [-0.2294154124244603, -0.06721082342329894] Predicted: -0.2883420586221616 Movie Vector: [0.6934664422490637, -0.7874638972092723] User Vector: [0.22456886957486766, -0.5342238075360588] Predicted: 0.5764129364882986 Movie Vector: [-0.9796034338795433, 0.0525320009352344] User Vector: [0.2146831022849536, -0.347686398702714] Predicted: -0.22856896641607302 Movie Vector: [-0.5727512687774019, 0.3220053935357677] User Vector: [-0.6105376779193747, 0.03309873666134791] Predicted: 0.3603442013889047 Movie Vector: [0.7647523116691095, -0.481664392184148] User Vector: [1.874443758574054, 0.0011044390431881185] Predicted: 1.4329532285028004 Movie Vector: [-0.10167129008430113, 0.30102291769643125] User Vector: [0.06419592515413411, 0.05735979272858767] Predicted: 0.01073972963704595 Movie Vector: [0.1961040496826172, -0.6872272491455078] User Vector: [-0.2804727507242095, -0.1597428440260324] Predicted: 0.054777793028049464 Movie Vector: [0.5688980538899674, -2.3025695498583887] User Vector: [1.0423335100699742, -0.08277953017918506] Predicted: 0.7835871309252821 Movie Vector: [0.2367115020751953, -0.2853107452392578] User Vector: [0.04413802942810843, -0.14047710556442602] Predicted: 0.050527606922206994 Movie Vector: [-0.06023148074337224, 0.26126881840178073] User Vector: [-1.8967552670520471, -0.544360855726318] Predicted: -0.02798013921746209 Movie Vector: [-0.05007466723546271, 0.13852843427688785] User Vector: [0.02816843351912418, 0.0995758472843356] Predicted: 0.01238356128107911 Movie Vector: [0.5168651674169203, 0.26342513100325327] User Vector: [-0.1552163282457611, -0.65917999674743] Predicted: -0.25387049048250077 Movie Vector: [1.5573988717711413, 0.49812720852292014] User Vector: [0.15366554260253906, -0.3395557403564453] Predicted: 0.07017658959760503 Movie Vector: [0.8937398077371793, -0.23839256030514572] User Vector: [-0.2703468887453669, 0.605641560900319] Predicted: -0.3860002186998607 Movie Vector: [1.020822525024414, 0.1753711700439453] User Vector: [-0.2900573499395924, 0.053605664973946386] Predicted: -0.2866961881797601 Movie Vector: [-0.27899349635581283, 0.2638066765154047] User Vector: [-0.8960274602686324, -0.8565092397305725] Predicted: 0.02403297803310661 Movie Vector: [-0.642452616814692, 0.3942318864740666] User Vector: [-0.4145005473598925, 0.842034581091763] Predicted: 0.5982538427026912 Movie Vector: [-0.37187060595587684, -0.44547170607416303] User Vector: [-0.8179312703329389, 0.8388521734405112] Predicted: -0.06952031171759415 Movie Vector: [-0.969719985304271, 0.9195626122937417] User Vector: [-1.038138393751053, 1.5753162090147632] Predicted: 2.4553054362823605 Movie Vector: [0.5576952668894302, -1.7777545397052108] User Vector: [-2.292639214837809, 2.235528763085609] Predicted: -5.252815446017161 Movie Vector: [-0.0004807385145657733, -0.8003288746606902] User Vector: [-0.4211330566618864, 0.6994079229041865] Predicted: -0.5595539009865842 Movie Vector: [-1.0256136104718578, 0.7602183430751642] User Vector: [-0.2904645536508284, 0.9325588477882261] Predicted: 1.0068527416695723 Movie Vector: [-0.34417371674234837, 1.3051864329271432] User Vector: [1.0794740824328883, -0.7591432239336551] Predicted: -1.362350043604742 Movie Vector: [-0.7279132707839482, -1.0002662251116574] User Vector: [-0.5550012874837946, -0.14102066492067167] Predicted: 0.5450510106245674 Movie Vector: [0.13033476937513633, 0.5888974265813204] User Vector: [-0.5448148297830027, -0.07856670802652696] Predicted: -0.1172760473637095 Movie Vector: [-0.7174427369803241, 0.36404211971183825] User Vector: [-0.8378470997642885, -0.23604084273000847] Predicted: 0.5151785076999169 Movie Vector: [-0.28496519827341976, -0.6829675659510037] User Vector: [-1.2899494171142578, 1.5917110443115234] Predicted: -0.7194963262201247 Movie Vector: [-0.3573207608436214, 0.6722120115781509] User Vector: [-1.0219517185539553, -0.9304212468359986] Predicted: -0.26027577233153215 Movie Vector: [0.17879262704801546, 0.33111081423951316] User Vector: [0.13269510410209337, 0.41417224947102466] Predicted: 0.16086181701658492 Movie Vector: [-0.6834309177540736, 0.4248484750512772] User Vector: [0.7254505157470703, -0.6375408172607422] Predicted: -0.7666535557583576 Movie Vector: [0.6005813271480388, 0.7325594247247542] User Vector: [0.5434129095556801, -0.11103117421756746] Predicted: 0.2450267132989924 Movie Vector: [0.8979674689906537, 0.09372760980485353] User Vector: [-0.5173015594482422, -0.9973812103271484] Predicted: -0.5580021289508917 Movie Vector: [0.01844590844715374, 0.06443091801959885] User Vector: [1.0572101451480738, -0.763471417344519] Predicted: -0.02968996275442816 Movie Vector: [0.8479976654052734, 1.4934062957763672] User Vector: [-0.03203846849431302, 0.39247260577640963] Predicted: 0.5589525138999085 Movie Vector: [1.295608930421393, 0.4649669372169178] User Vector: [-0.048093522871101635, 0.6342602965436324] Predicted: 0.232599669754962 Movie Vector: [0.20416118834974242, -0.3496680669970861] User Vector: [-0.015208142759754614, 0.4221124449379294] Predicted: -0.15070415517528374 Movie Vector: [0.5879957478652341, -1.4756386915120945] User Vector: [-0.01320751167849643, 0.0226779318378615] Predicted: -0.04123039437025874 Movie Vector: [-0.35222741356064047, -0.4333684055138734] User Vector: [-0.09907339414948417, 0.9263635684124917] Predicted: -0.3665603371951168 Movie Vector: [-1.1816010936966133, -0.1053565516666593] User Vector: [1.255570510473722, -0.38428069325677483] Predicted: -1.4430969996753578 Movie Vector: [0.384863945483916, -0.053745349843146384] User Vector: [1.128301068282959, -0.9355803816399214] Predicted: 0.48452549575071896 Movie Vector: [-0.8142008219621872, -1.02219108928035] User Vector: [-0.2478708962474011, 0.3014000645929238] Predicted: -0.10627177287027065 Movie Vector: [0.9570813857037407, -0.025015636023983163] User Vector: [0.6448954173526347, 0.012752173966745495] Predicted: 0.6168983959313852 Movie Vector: [-0.5340279272906752, 0.3563570394827138] User Vector: [0.24264157190909763, 0.38336151252122097] Predicted: 0.007036197932510896 Movie Vector: [1.1873705106769896, -0.5182440806936691] User Vector: [1.0990745936224722, -0.3124345453802422] Predicted: 1.4669261152491477 Movie Vector: [-0.49326064803148717, 0.19300256000638483] User Vector: [-1.065422602434999, -0.6725225711872641] Predicted: 0.395732465403263 Movie Vector: [-1.414528586159366, -0.2342909711796459] User Vector: [0.42962440560088, -0.9586772417282866] Predicted: -0.38310658102182626 Movie Vector: [0.2064401121442757, -0.6482347414609283] User Vector: [-0.6876759151163463, 1.6393823396669331] Predicted: -1.2046684801451422 Movie Vector: [-0.10829480324343216, -0.18029171307986458] User Vector: [1.3908590166987422, -0.07950515973909622] Predicted: -0.1362886821046939 Movie Vector: [0.6615058958057486, 0.3344211220135604] User Vector: [-0.4501189897813585, -0.1965809689182071] Predicted: -0.3634971937466358 Movie Vector: [-0.609761888133337, 0.20240338982046968] User Vector: [-0.08292538554404925, 1.2106005077370168] Predicted: 0.29559438614787836 Movie Vector: [-0.047807680803525335, -0.8865266855152045] User Vector: [0.03061210447651256, -0.6069293795224678] Predicted: 0.5365955974503158 Movie Vector: [-0.32651878317613997, 0.5027664941961469] User Vector: [0.9129778397012823, -0.4148277049440566] Predicted: -0.5066658841962006 Movie Vector: [0.5761134169321112, 1.1706039363658618] User Vector: [-0.562623058279055, 0.9195420224265716] Predicted: 0.7522848185564297 Movie Vector: [1.3746451177398584, 0.13699602537932148] User Vector: [-1.0704178331283396, 1.6569254699712554] Predicted: -1.2444524445157241 Movie Vector: [-0.26701253875140163, 0.6760008379256903] User Vector: [-0.05172810691265461, -0.29754344537989497] Predicted: -0.18732756524455402 Movie Vector: [0.48125924493159644, -0.39981251450640587] User Vector: [0.940096150924828, 0.4917768134708727] Predicted: 0.25581143938744555 Movie Vector: [0.08187728555701698, 0.1621708110558363] User Vector: [0.13736846744099407, 0.7315303673848859] Predicted: 0.12988023022597692 Movie Vector: [-0.45334815979003906, 0.7728290557861328] User Vector: [-1.0813767199327355, 0.49876358489129774] Predicted: 0.8756991363933424 Movie Vector: [-0.2966611136581911, -0.47369573383204194] User Vector: [-0.5228996832212355, 0.24308701354855194] Predicted: 0.03997472108800622 Movie Vector: [-1.280099154619582, 0.41938083328471987] User Vector: [1.064358408440273, 0.5372327916374274] Predicted: -1.1371791630318566 Movie Vector: [-0.39898816411994187, 0.14910423020023927] User Vector: [0.39915257814611427, -0.9556069494951545] Predicted: -0.3017421929367337 Movie Vector: [-0.9133583439308939, -1.4597173631796694] User Vector: [-0.787195394337921, 0.40022692830382317] Predicted: 0.13477328526535515 Movie Vector: [-0.03511407784767989, 1.0878393613517992] User Vector: [-1.9741598123532536, -0.5917233439086327] Predicted: -0.5743791431997847 Movie Vector: [0.5041526385779956, 0.18777994812284543] User Vector: [-0.13907634235833233, 0.07954329399844907] Predicted: -0.05517906934318089 Movie Vector: [-0.9295207941527344, -0.27756488764977044] User Vector: [0.09108994664984864, -1.780141877712062] Predicted: 0.40943488073850237 Movie Vector: [-1.3690139907725545, 0.1580496424073202] User Vector: [-0.03763438966165952, 1.2603212890175517] Predicted: 0.25071533502855475 Movie Vector: [2.02493130719718, -0.41119648872196835] User Vector: [0.17156989627573827, -0.39130451384073905] Predicted: 0.508320296453684 Movie Vector: [-0.03466271836307731, 0.8410006856639793] User Vector: [1.8915104458625605, 1.7313624478114154] Predicted: 1.3905121118765134 Movie Vector: [-0.38867198820787496, -0.14950749591880155] User Vector: [-0.11405677452655301, -0.1397447452483792] Predicted: 0.06522356025370868 Movie Vector: [1.8464808016215064, -1.1200851696510692] User Vector: [-0.1518241646630764, 0.3609075751399904] Predicted: -0.684587627801625 Movie Vector: [-0.5779881826400415, -0.5761105295994028] User Vector: [0.04026100194148302, -0.8883947292064436] Predicted: 0.48854317459301727 Movie Vector: [-0.49111583308495593, 0.04100991129215883] User Vector: [-0.7099872162074449, 0.8717731460429032] Predicted: 0.38443730255349373 Movie Vector: [-0.40999565379162173, 0.08275499068070791] User Vector: [-0.44062296986789695, 0.5976995332577556] Predicted: 0.2301161219112035 Movie Vector: [-0.4999500308050744, -0.896776517682544] User Vector: [0.8005067630115544, 0.13962575378795306] Predicted: -0.5254264780880579 Movie Vector: [0.8392411377268603, -0.8366721212757319] User Vector: [-0.2678337318204982, -0.28618205254657986] Predicted: 0.01466345916052425 Movie Vector: [2.431224686517966, -0.31482595114917755] User Vector: [-1.6693766439769777, 0.43920595279037905] Predicted: -4.196903139770953 Movie Vector: [-1.095142501943345, 0.4871455870685232] User Vector: [0.7369224836480521, -0.1667899353064513] Predicted: -0.8882861134326138 Movie Vector: [-0.22592383971167346, -0.2357410511246605] User Vector: [-1.883195607803665, -0.18614977516576015] Predicted: 0.4693419263073582 Movie Vector: [-0.055282806536757684, 1.3090659748292601] User Vector: [0.06301503235301976, -0.597562196453663] Predicted: -0.7857319870642078 Movie Vector: [0.9969330485146616, 1.1002834779230029] User Vector: [-0.15747953299872652, 1.4186802375238101] Predicted: 1.4039538748922438 Movie Vector: [1.021648077662924, -1.5941169124642087] User Vector: [-1.3372883133776716, -0.2067732954670558] Predicted: -1.0366172272933993 Movie Vector: [-0.5301632524663641, -0.15177785887663048] User Vector: [-0.48764543806717753, -0.5086505773641937] Predicted: 0.33573358704477896 Movie Vector: [0.6879390787062524, -0.15646607153441963] User Vector: [0.5452873415448031, 1.0105492757885768] Predicted: 0.217007796097922 Movie Vector: [1.346442659875811, 1.2454346950564454] User Vector: [-0.8125889590491046, -0.26148084685991657] Predicted: -1.419761758179874 Movie Vector: [0.5633570592238847, -0.20175075386803942] User Vector: [0.83926170906082, 0.018441393544593433] Predicted: 0.46908344328571616 Movie Vector: [0.440507714917742, 0.6716998246268668] User Vector: [-0.09848924354614304, 0.11857013347959496] Predicted: 0.03625826624573968 Movie Vector: [-1.0692285712582257, -0.46345853225764533] User Vector: [-0.8373609067741826, 0.8724095036231383] Predicted: 0.49100457790085095 Movie Vector: [0.780765877994024, 0.015564429904098842] User Vector: [-0.1256192744572175, 0.00020462352910527448] Predicted: -0.09807605826598619 Movie Vector: [-0.046287625858901366, 0.1519156839979599] User Vector: [0.13527399584798172, -0.6435143317112773] Predicted: -0.1040214319726587 Movie Vector: [1.4240608615655044, -0.39938612592302647] User Vector: [0.47436815213936917, -0.06052687725746171] Predicted: 0.6997027144569025 Movie Vector: [-1.038100699978937, 0.54472261314456] User Vector: [-0.4300952712744401, -1.2071350194489088] Predicted: -0.21107154004489187 Movie Vector: [0.4150257305851147, 0.45210244191753524] User Vector: [-1.9049623547871437, -0.5087606000360347] Predicted: -1.0206203026603966 Movie Vector: [-0.8007460203650055, -0.87288488318306]
avg loss: 15.044271409615044: 9%|████▎ | 6510/70000 [00:10<01:45, 603.65it/s]
User Vector: [0.547195813163215, 0.5525989238903196] Predicted: -0.9205201168779238 Movie Vector: [0.9452695094548427, -0.03735019226271663] User Vector: [0.9540354817169004, 0.09491308181891839] Predicted: 0.8982756299508654 Movie Vector: [0.5510308230206785, -0.6355813578553746] User Vector: [-0.42756215660686425, -0.4002075504179313] Predicted: 0.018764531271025453 Movie Vector: [1.0291848278802336, 0.13074018567526036] User Vector: [0.04594422943649088, 0.11139843720016765] Predicted: 0.061849356228168575 Movie Vector: [0.20132058578919887, -0.2708251924351083] User Vector: [-0.5642333299563667, -0.1116950120242001] Predicted: -0.08334196138311034 Movie Vector: [-1.248257144105869, 0.576022420505178] User Vector: [0.489738415864454, -0.45591400336353943] Predicted: -0.8739361641055676 Movie Vector: [-0.23242342361297286, -0.11027230257812096] User Vector: [0.3038652564307829, -0.5222357676581668] Predicted: -0.013037262628357825 Movie Vector: [0.09295024697394316, -0.9482709928759253] User Vector: [0.07681178173718203, 0.03708439760350092] Predicted: -0.028026384452697718 Movie Vector: [-2.306187805331852, -0.6547243114035702] User Vector: [-0.5861142773217197, 2.3899069112035387] Predicted: -0.2130405578661292 Movie Vector: [0.44297218322753906, 2.4505138397216797] User Vector: [-1.8885905817348838, -0.19177918030936425] Predicted: -1.306550628732646 Movie Vector: [-0.6466189609876578, 0.5242939533708585] User Vector: [-0.31866309796964787, 0.13905671212397014] Predicted: 0.2789601946564716 Movie Vector: [0.17031727877210653, -1.0796827158830848] User Vector: [0.11502904227049579, 0.2297398972162174] Predicted: -0.22845476271383391 Movie Vector: [-1.771017380923171, -0.026072341841903966] User Vector: [-0.4332198762354825, -0.3156922553427464] Predicted: 0.7754707669725623 Movie Vector: [0.06351469996258967, -0.3664572354317459] User Vector: [0.6887063387665758, -0.15117972493534348] Predicted: 0.09914388052223046 Movie Vector: [-0.11122851752522424, 0.7376034062352147] User Vector: [-0.9971794297128309, -0.3942544568626517] Predicted: -0.17988864063169968 Movie Vector: [2.0518893278026296, -0.47268044002173787] User Vector: [-1.8160944831658568, -0.3470217370678519] Predicted: -3.562394500914914 Movie Vector: [0.761566836187282, -0.05047066159630763] User Vector: [1.7362040106977439, -0.5979715592052692] Predicted: 1.3524154156116164 Movie Vector: [-0.24725624774674726, 0.3279197494769427] User Vector: [-0.5153133536841967, 0.4441149116984753] Predicted: 0.27304849682888543 Movie Vector: [0.43292610134004794, -0.282312288742137] User Vector: [-0.5302759127347764, 0.9852681360553296] Predicted: -0.5077235860492816 Movie Vector: [-0.5568860384455743, -0.5294505005491666] User Vector: [-0.21717832712117818, -0.7419658731898348] Predicted: 0.5137777811775074 Movie Vector: [-1.1854999121204928, -1.7432561358071772] User Vector: [1.0540383623464613, 0.12128321411854537] Predicted: -1.4609900931159279 Movie Vector: [-1.1088771314297248, 0.340758000015367] User Vector: [-0.04707702711112917, 0.11380995318560408] Predicted: 0.0909842908085973 Movie Vector: [-0.3545021761458177, 0.8841918529022411] User Vector: [-0.29926002449451505, -0.05707433323132938] Predicted: 0.05562366946378722 Movie Vector: [2.090043795276596, -0.6407931481714227] User Vector: [-0.1845716268121884, 1.244340799145131] Predicted: -1.1831278414852742 Movie Vector: [0.7697734293835582, -0.051876644188094] User Vector: [1.0919158995099025, -0.40404301044724056] Predicted: 0.8614882420538282 Movie Vector: [-0.11390704693223165, 1.2399347187410412] User Vector: [-1.2807177266599337, 0.5176573270691055] Predicted: 0.7877440664412646 Movie Vector: [-0.5056145221798247, -0.7183770489715956] User Vector: [1.7979020788857376, -1.1868063688065447] Predicted: -0.05647094361798499 Movie Vector: [1.034539089798863, 1.4309398574739216] User Vector: [-0.14660280566248618, 0.5188971117850043] Predicted: 0.5908442260492356 Movie Vector: [0.7911593884366702, -0.11628286250942885] User Vector: [-0.6305453470751371, -0.5045076382376971] Predicted: -0.4401962788414026 Movie Vector: [0.08004189221604505, -0.9508690738161387] User Vector: [1.1088010960488532, 1.1679629822615474] Predicted: -1.0218293413755979 Movie Vector: [0.39683565852711994, -0.3839738935877772] User Vector: [-0.11905202221482505, 0.30201877325275894] Predicted: -0.16321141193707128 Movie Vector: [0.20886126740526023, -1.079748067980243] User Vector: [0.5648437792803296, -0.38385497079295716] Predicted: 0.5324406507247748 Movie Vector: [-2.3082828996286677, 1.386286572155567] User Vector: [-0.5662918871441123, -0.8510990744203508] Predicted: 0.12729466085023788 Movie Vector: [-0.7846253430640733, 0.13159617606882343] User Vector: [-0.33355301966393636, -0.023890648314508267] Predicted: 0.25857023452187927 Movie Vector: [0.2279058387588778, -0.9621025158904228] User Vector: [-0.7110413131911439, 0.9576045263339991] Predicted: -1.0833641908890388 Movie Vector: [-0.38203503613200784, 0.06789937243148003] User Vector: [-1.1232288235643137, -0.6499042076369232] Predicted: 0.38498467635577993 Movie Vector: [1.4269249723692696, 0.7229889165035499] User Vector: [-0.3739158410329007, 1.4806657879832363] Predicted: 0.5369551026235709 Movie Vector: [-0.5919058801713145, -0.8528176307267604] User Vector: [0.16146555907472326, -0.47491799732446544] Predicted: 0.3094460274062711 Movie Vector: [1.5132347348794861, 0.4311312644548372] User Vector: [-0.5503548905595509, 0.5301587375459432] Predicted: -0.6042481300255479 Movie Vector: [0.8042991663706107, -1.3969172808427832] User Vector: [0.15520100165886808, -0.4259386135480019] Predicted: 0.7198290460975312 Movie Vector: [-0.07626419870695485, -1.3977692402089084] User Vector: [-0.4559359051330291, -0.5960638507932066] Predicted: 0.8679313023059171 Movie Vector: [1.017936595235983, -1.3769867146899353] User Vector: [0.5571869514108031, 0.2756382486470795] Predicted: 0.18763078178160048 Movie Vector: [-0.9140032978309169, 1.175304480107747] User Vector: [-0.07539804537415196, -0.07337153697721498] Predicted: -0.017319833999731984 Movie Vector: [-0.4414890740414165, 0.9660348498203954] User Vector: [-0.44804569573028075, 1.8079457936899836] Predicted: 1.944345922626923 Movie Vector: [0.29838728412609744, 0.04248178803041991] User Vector: [0.508759998329583, 0.4141622965160557] Predicted: 0.16940186906434915 Movie Vector: [-0.24612420014585382, -0.6423393933580736] User Vector: [0.7115254056684346, -0.26478078040157843] Predicted: -0.005044495497570439 Movie Vector: [0.7498716861976346, 0.402988738583017] User Vector: [-0.26861143193972997, 1.2869870785437412] Predicted: 0.31721719195437803 Movie Vector: [-0.8635601669236533, 0.06956267046033864] User Vector: [1.316934373616603, 0.36818906047249544] Predicted: -1.1116398532271006 Movie Vector: [-2.388559868926632, -0.4086143420952098] User Vector: [-0.676820501057785, -0.22421111811871525] Predicted: 1.7082421658139504 Movie Vector: [1.1702485737853143, 1.3849070080285208] User Vector: [0.518913180665359, 0.6383549929139158] Predicted: 1.4913197128885163 Movie Vector: [-0.23382905250192262, -1.9592320122516191] User Vector: [-0.38352087735301915, -0.0195669276825398] Predicted: 0.1280144744632069 Movie Vector: [-0.8998780327219955, 0.4429507783718846] User Vector: [-1.0646528604783085, -0.372324851364194] Predicted: 0.7931361389000995 Movie Vector: [0.2031853665987841, 1.1309775461848257] User Vector: [-0.6508133533909464, -1.3905347549261133] Predicted: -1.7048993348071773 Movie Vector: [-1.7253443705059484, 0.6294871009345604] User Vector: [-0.5629198414956007, 0.695608002667682] Predicted: 1.4091068445566943 Movie Vector: [-0.3629003468708673, -0.6417181266694464] User Vector: [-0.07953477403403143, -0.6206081900373962] Predicted: 0.4271187221917597 Movie Vector: [0.06539485749341295, 0.8365728742283098] User Vector: [-0.8117308924049138, -0.6402829550920319] Predicted: -0.5887263780925572 Movie Vector: [-1.110150540024024, -0.10013705454335195] User Vector: [-0.059097775700238844, -1.824989543888777] Predicted: 0.24835650510527624 Movie Vector: [-0.09014704866615499, 0.3113199590976096] User Vector: [0.848122680126111, 0.3481437793945951] Predicted: 0.03192835064101425 Movie Vector: [-0.6462597197239246, -0.709760531553898] User Vector: [0.5662106875427736, -0.5550413693748667] Predicted: 0.0280272971258253 Movie Vector: [-0.7790081485563016, -0.9325595763616965] User Vector: [0.0649157323340997, -1.1929503510784558] Predicted: 1.0619273895644983 Movie Vector: [0.7364504524630942, -0.9983394145335113] User Vector: [1.303386459310005, -1.9853842246049744] Predicted: 2.941966872109323 Movie Vector: [-0.515910010556022, 0.9664557775425869] User Vector: [-0.6824913435622755, -0.006296643469492179] Predicted: 0.3460186888013907 Movie Vector: [0.035189191589125465, -0.7374602359936754] User Vector: [0.3407554817902477, 0.19501970690575204] Predicted: -0.13182836914437152 Movie Vector: [-0.45927270197918496, 0.6474256029278294] User Vector: [-0.42116679485504493, 0.6432409020694688] Predicted: 0.6098810407071563 Movie Vector: [0.10695864942067626, -1.665207727820975] User Vector: [0.38447647666451346, -0.4073396873331269] Predicted: 0.7194282798733591 Movie Vector: [-0.5539511866683112, 0.289360375965683] User Vector: [0.34916837953087265, -0.1675230596015977] Predicted: -0.241896773697418 Movie Vector: [-0.663522952369936, -0.7027007787903851] User Vector: [1.458553651566968, 0.3351284886523215] Predicted: -1.2032788750484964 Movie Vector: [0.00487621483376699, 0.570805287591624] User Vector: [1.207958074243614, -0.6159117239680482] Predicted: -0.34567540565043936 Movie Vector: [0.19201220939507008, 0.5748344907754346] User Vector: [-0.07928070246530305, -0.5394171433799619] Predicted: -0.32529844177311606 Movie Vector: [0.5933770676515735, 0.3046671428350431] User Vector: [-0.6233217421601641, 0.3056934961869923] Predicted: -0.2767300634999223 Movie Vector: [-0.1922956310976459, -0.14706297085953918] User Vector: [0.5651033258530759, 1.7733312138517792] Predicted: -0.3694582573072913 Movie Vector: [-0.04716932052416763, -0.8991831041080403] User Vector: [1.1350390420826464, -0.5212552343941554] Predicted: 0.41516487931166024 Movie Vector: [-0.5371581658781622, 0.7655187124543134] User Vector: [0.6340856000783786, 1.7936571584033718] Predicted: 1.0324738605375559 Movie Vector: [-0.09396202813812903, 1.2998438633743508] User Vector: [-0.31254700591969203, -0.36382089725256345] Predicted: -0.4435428100963807 Movie Vector: [1.3218286050720165, 0.9592993087537068] User Vector: [1.3729572039224354, -0.2874592430135114] Predicted: 1.5390546525666435 Movie Vector: [1.9657012450245106, -0.19234869749580186] User Vector: [0.09685989643714045, -0.20402330012988312] Predicted: 0.2296412350582102 Movie Vector: [0.4468784445742502, 0.33125361087473537] User Vector: [-0.07873682894592679, 1.0911422195332068] Predicted: 0.32625900854818335 Movie Vector: [0.7673297280790488, -0.38361023274753736] User Vector: [-0.5301252442264103, 0.865865221421389] Predicted: -0.7389356186175478 Movie Vector: [0.33484639219811224, 0.9010108573124724] User Vector: [0.15314343630295293, 0.24814984005414178] Predicted: 0.2748652272640004 Movie Vector: [0.3147387841032415, 0.16912587552674213] User Vector: [0.4687699871337602, 1.17520718378467] Predicted: 0.34629803965747114 Movie Vector: [0.9115344439508329, -0.26088131568000766] User Vector: [1.881715454465093, -0.5467075462862883] Predicted: 1.8578742344268828 Movie Vector: [-1.1196029880156628, 0.3159726765018824] User Vector: [0.38953944186053485, -0.3037986309047415] Predicted: -0.5321215895815871 Movie Vector: [-0.8986919295187915, -0.11800947981266174] User Vector: [0.22299946118750769, -0.8299607232823101] Predicted: -0.10246458283676622 Movie Vector: [-0.46564904329735535, 0.2703040435593478] User Vector: [0.9880308192005085, 0.2619907898719154] Predicted: -0.3892584358313329 Movie Vector: [-0.5098111128472631, -0.25536505368038726] User Vector: [1.314792487208828, -0.4494379198411618] Predicted: -0.5555250825409136 Movie Vector: [0.6552483277021307, -1.1770920523459003] User Vector: [-1.8159593332264012, -0.04770908960703557] Predicted: -1.1337463260705758 Movie Vector: [0.3496230472035194, 0.25658078459024203] User Vector: [0.0535971673461799, -0.3745524144196797] Predicted: -0.07736414739292251 Movie Vector: [0.1138806307667948, -0.6924238910938232] User Vector: [-0.9991595973936953, -0.05476262661647424] Predicted: -0.07586597417959351 Movie Vector: [1.34313355568633, 1.6834061204972908] User Vector: [-0.34323878356673515, 0.5040049718305996] Predicted: 0.38742952651925633 Movie Vector: [-1.2264175203139556, -0.38874912763238134] User Vector: [-0.4150624862904293, 0.19791790999914216] Predicted: 0.43209949035666273 Movie Vector: [-0.8084460629454979, 0.0933873431364475] User Vector: [-0.9080161070335534, 0.5467257989085355] Predicted: 0.7851393166065939 Movie Vector: [-0.3427814605433824, -0.45225518271317466] User Vector: [0.132108538067843, 0.12146881314689134] Predicted: -0.10021925791284607 Movie Vector: [-0.36351446593171965, 1.5407163115325662] User Vector: [1.2344209690678345, -0.3715083199831753] Predicted: -1.0211188077737479 Movie Vector: [-0.044547695472745605, 1.207266510367386] User Vector: [0.12490272521972656, -1.427164077758789] Predicted: -1.7285315244443467 Movie Vector: [-0.17754940675360448, -0.20458112437515066] User Vector: [1.3652319583833932, -0.6778286875941198] Predicted: -0.10372516925029532 Movie Vector: [-1.348284492555207, 1.6458843895593596] User Vector: [-0.30404551400715574, -0.5426766685534765] Predicted: -0.4832432057834205 Movie Vector: [-0.939235147502336, 0.2803770247354929] User Vector: [-0.9914037687752452, 0.3514133861582819] Predicted: 1.0296895046632732 Movie Vector: [0.29380545694972793, 0.3326120950503562] User Vector: [0.07124261351220815, 0.22559406965616988] Predicted: 0.09596678475652183 Movie Vector: [-0.39415321212169785, 0.8766296786891054] User Vector: [-0.2524844773785383, 0.6021627351818848] Predicted: 0.6273912928306675 Movie Vector: [-1.346479443009548, 1.3422423645542765] User Vector: [-0.4619395833838682, 0.9407058297319739] Predicted: 1.8846473701882107 Movie Vector: [1.5707435030380368, 0.46863949076348277] User Vector: [0.7975319001628317, -0.06494933553827015] Predicted: 1.2222802271142665 Movie Vector: [-0.03223205144432785, -0.4482643646195416] User Vector: [-1.1756614191000865, 0.06348483963777102] Predicted: 0.009435988038346558 Movie Vector: [0.7170120565789169, -0.6999238390172683] User Vector: [0.3488818019160426, 0.024716335697280933] Predicted: 0.23285290572709957 Movie Vector: [-0.4928605983416277, 0.8177168096488963] User Vector: [1.8269380783939335, -0.6039846997575512] Predicted: -1.394314236212829 Movie Vector: [1.1997631382830933, -0.9645367822618007] User Vector: [-0.03138439206792898, 2.252799933543142] Predicted: -2.2105622356998262 Movie Vector: [-1.0226289079817026, 0.24034338308077718] User Vector: [0.8419387277358951, -0.261468507090289] Predicted: -0.9238331072952226 Movie Vector: [-0.2151286301918702, -0.3427044059085859] User Vector: [-0.48950959995913607, -0.9974890223006593] Predicted: 0.44715141249286294 Movie Vector: [0.3923159583102052, 0.8386488360086055] User Vector: [-1.2516066880921999, 0.3756261979830835] Predicted: -0.17600680355350257 Movie Vector: [0.15050016140764788, 0.8824685310180437] User Vector: [-0.9901489245921196, 0.3510387946840307] Predicted: 0.16076311650643826 Movie Vector: [1.1695403640029833, -0.2003647859092695] User Vector: [0.25460983293449035, -0.2840292556463525] Predicted: 0.3546859376884932 Movie Vector: [0.33061133672098497, -0.6869300889878673] User Vector: [-0.05190449564935472, 0.0016741146275109768] Predicted: -0.018310214398513717 Movie Vector: [0.8136186975555209, 1.5864188335203513] User Vector: [0.06749211371453424, 0.3901452838237425] Predicted: 0.6738466717228163 Movie Vector: [0.04492821018442128, 1.4666189127833298] User Vector: [-0.5592333115715552, 1.3053332784001694] Predicted: 1.8893011218227393 Movie Vector: [-0.5517445853367269, -0.6455826263635318] User Vector: [0.9368703233870508, 1.1492080477630282] Predicted: -1.2588218778044364 Movie Vector: [0.7216646185093478, 0.017808630510138125] User Vector: [0.1862694706483405, 2.125597448071863] Predicted: 0.17227806604137713 Movie Vector: [-0.5636856060809795, 0.3120874855240301] User Vector: [0.039833660181219845, 0.54999881901113] Predicted: 0.149194087584695 Movie Vector: [-1.2099145185699465, -1.2397189602443182] User Vector: [-0.5335847635636991, -1.0677016794674612] Predicted: 1.969241968243945 Movie Vector: [2.046048569791026, -0.7159283399307865] User Vector: [-0.7674442515970683, -0.8604915979968754] Predicted: -0.954177892096233 Movie Vector: [0.15341740984262647, -0.3861920137916305] User Vector: [1.1383821672963454, -1.1083437290616598] Predicted: 0.6026811402172885 Movie Vector: [0.28200387667720067, -0.7234252181628372] User Vector: [0.2165005372574117, -0.15052280625946463] Predicted: 0.16994598476602252 Movie Vector: [0.30632146577688657, 0.3722447983998399] User Vector: [-1.0743751084327842, -0.8317994027511666] Predicted: -0.6387371589955472 Movie Vector: [1.277486289197537, -0.3972315614080845] User Vector: [-0.6953136818108911, 0.5998501702768635] Predicted: -1.126533114954856 Movie Vector: [0.8907558153028509, 0.6171079147367275] User Vector: [1.5908646069305161, 0.318206680447133] Predicted: 1.6134397610088678 Movie Vector: [1.2146992247200117, 1.0174087590220866] User Vector: [-0.9209594325750504, -0.8390713003137905] Predicted: -1.9723671991307978 Movie Vector: [0.29366299451823896, -0.6793080700744629] User Vector: [0.9853217820670681, 0.47398447508366615] Predicted:
avg loss: 15.03542653898812: 9%|████▍ | 6632/70000 [00:11<01:46, 592.65it/s]
-0.03262893392847971 Movie Vector: [-0.32194303158729404, 1.1411432848555727] User Vector: [0.15265919657156374, 0.5562066890573163] Predicted: 0.5855639636655782 Movie Vector: [0.22568617236407856, 0.27539958227430983] User Vector: [0.157742309125169, 1.2687794783537811] Predicted: 0.3850215963031787 Movie Vector: [0.7114638968958928, 0.6456686551474431] User Vector: [-0.041907747510897105, -0.4275322606546826] Predicted: -0.30586002912328697 Movie Vector: [0.33247514583433446, -0.08568857125519759] User Vector: [0.520268988846725, -0.04032623533792408] Predicted: 0.1764320054301042 Movie Vector: [1.3027175175255439, -0.13483927077758107] User Vector: [1.3450678335373765, 0.3123100523523893] Predicted: 1.7101317692935682 Movie Vector: [-0.5585754945528801, 0.3826447803516565] User Vector: [0.46085117571871614, 0.7970695579191038] Predicted: 0.0475743325225893 Movie Vector: [-0.9118529332906323, 0.20594132059122328] User Vector: [1.5788221491597096, -0.13805553143928842] Predicted: -1.4680849463150318 Movie Vector: [0.055911515959652706, -0.005530936720567786] User Vector: [-0.6459669714737892, -0.8450610713893185] Predicted: -0.03144301332409575 Movie Vector: [-0.259761043368251, -0.08108668560990767] User Vector: [-0.3739013598296802, 0.19780857302396168] Predicted: 0.08108536577442714 Movie Vector: [-0.6181196952681037, 0.11418826857719167] User Vector: [0.10031709394123663, 0.3766384275658005] Predicted: -0.019000281613764138 Movie Vector: [-0.7059037708027536, 0.5231293419983825] User Vector: [-0.7939896036318608, 0.3547536515452698] Predicted: 0.7460622994863146 Movie Vector: [-0.24028045592553549, -0.34749921094005143] User Vector: [0.5880357700692591, -0.5037503805932502] Predicted: 0.03375935683414008 Movie Vector: [1.1472347328149117, -0.2515167793187003] User Vector: [0.5341234326161791, -1.0700366765633038] Predicted: 0.8818971321496938 Movie Vector: [-1.1491727755373817, -0.33309182860285047] User Vector: [-1.2613676743447246, 1.4271704190281578] Predicted: 0.9741505866978741 Movie Vector: [-0.31495791279970536, 0.31026199582010544] User Vector: [-0.4531182395423999, -1.3847448194717167] Predicted: -0.28692051641309524 Movie Vector: [-0.16178895388887077, -0.41474022932172006] User Vector: [0.19165647278834547, -0.2755292396945237] Predicted: 0.08326515981728869 Movie Vector: [-1.2069589103260612, 0.5375765022670492] User Vector: [-0.16828439556718633, 0.8412087503215251] Predicted: 0.655326408372932 Movie Vector: [0.7190444551651041, 0.09054957743419795] User Vector: [-0.45603522138671515, 0.2504412801843837] Predicted: -0.3052322452053327 Movie Vector: [0.29983322216507147, -0.7358211371319111] User Vector: [0.21234857903234983, -0.1373189908217622] Predicted: 0.1647113746497193 Movie Vector: [-1.3811370876252171, 0.6555790919859155] User Vector: [0.09378142810859427, -0.9269407576349529] Predicted: -0.7372079887062966 Movie Vector: [0.3916481585098331, -0.08972074585108203] User Vector: [0.42201921899830164, -0.6246198845837609] Predicted: 0.2213244118947146 Movie Vector: [-0.4829352872988999, 1.1332778512314698] User Vector: [0.23345953598559843, -0.5037298202702958] Predicted: -0.6836116964010082 Movie Vector: [1.0982601750367311, -0.058283209693596516] User Vector: [0.28918333150606695, -0.7264704092509809] Predicted: 0.35993956347612593 Movie Vector: [-0.3073235138111874, -0.9340618514057154] User Vector: [-0.401020403907161, 0.8013219930915219] Predicted: -0.6252413048004545 Movie Vector: [-0.14335048016078109, 0.03333036660669783] User Vector: [0.11768020800156362, 0.6801914751882512] Predicted: 0.005801516908330286 Movie Vector: [1.0002833490133385, -1.1048478752862003] User Vector: [-0.473276981265849, 0.6042905358304284] Predicted: -1.1410601983993347 Movie Vector: [0.6699370750442502, -0.3978791393374762] User Vector: [-0.4819737408565775, -0.8308252184850596] Predicted: 0.007675944673115165 Movie Vector: [-1.47282097617719, 1.0094327692344125] User Vector: [-0.48930171309981685, -0.09418978572954291] Predicted: 0.6255755704902751 Movie Vector: [-1.4175895900683868, -0.722932891843594] User Vector: [-1.2826422085631841, -0.21364197822481676] Predicted: 1.9727090557787474 Movie Vector: [0.34037272548559744, 0.7319444717908608] User Vector: [0.504606612327861, 0.28397667808416766] Predicted: 0.3796094875773277 Movie Vector: [-1.2077536821004902, 2.1825539634935143] User Vector: [0.07197320748152208, 0.3818745320684721] Predicted: 0.7465358671748841 Movie Vector: [-0.20565292486723014, 0.0704951906114333] User Vector: [-1.117953164605688, -0.6281278992845871] Predicted: 0.18563034217730956 Movie Vector: [1.276950368345296, 0.2053318271923253] User Vector: [-0.9027706540919996, -0.5166588408818049] Predicted: -1.2588798231074327 Movie Vector: [0.24109893107714736, 0.45036042820113703] User Vector: [-0.30413164062368875, 0.14856249298411953] Predicted: -0.006419145506153995 Movie Vector: [-0.8488487685370083, -0.9800607161959677] User Vector: [0.0059611854150906085, 0.5900084490749515] Predicted: -0.5833042480606895 Movie Vector: [-0.6235854050016473, 0.4042083790851652] User Vector: [-1.1733893027444537, 0.571254686611988] Predicted: 0.9626143744967364 Movie Vector: [0.6985697990531253, -0.0893470078136965] User Vector: [-0.5873850439609779, 0.13166835589466505] Predicted: -0.4220936257495687 Movie Vector: [-0.4193027707253647, -0.7806474429955641] User Vector: [0.2015348210554712, -0.5064117953052726] Predicted: 0.3108249642416544 Movie Vector: [0.3460377222612702, -0.7657001000783382] User Vector: [-0.7620829918847567, -0.6282518099611406] Predicted: 0.21734301107578724 Movie Vector: [-0.3767763283975444, -0.8875068526717214] User Vector: [-0.0682605692564453, 0.3129911541322468] Predicted: -0.25206282745923025 Movie Vector: [0.440717410612413, -0.6182971250764959] User Vector: [-0.5917638756362695, -0.4797874117397148] Predicted: 0.035850534362175945 Movie Vector: [-0.773346635429263, -1.0366006744082523] User Vector: [1.2994356841360968, 0.5074100759631284] Predicted: -1.5308958412282943 Movie Vector: [1.836211002355685, 0.4841476704461906] User Vector: [-0.5760564420891633, -0.21062616823861185] Predicted: -1.1597353456297235 Movie Vector: [0.6766644059700342, 0.48520035398201483] User Vector: [-0.25162797566939993, -0.7264640908214746] Predicted: -0.5227483287035788 Movie Vector: [-0.8332442689110756, 0.1418677022920932] User Vector: [-0.025060654541832927, -0.9535041816852499] Predicted: -0.11438980060944637 Movie Vector: [0.1583435081420831, -0.5303171687245471] User Vector: [-1.0737267980953293, 1.8664864555989986] Predicted: -1.1598474805925567 Movie Vector: [-0.10661148805891023, 0.12181947670587462] User Vector: [-0.3186507253760312, -0.27938378540757586] Predicted: -6.255853506742515e-05 Movie Vector: [-1.0172282565175486, -0.8462568176809631] User Vector: [0.522307390012867, 0.012259735409414274] Predicted: -0.5416807203822015 Movie Vector: [-0.28787788388610025, -0.3219116451465643] User Vector: [0.06168555245157188, -0.03538169824566071] Predicted: -0.006368125615763609 Movie Vector: [0.45710378613490454, -0.37702039715561053] User Vector: [0.06726286262907354, -0.1792711439502288] Predicted: 0.09833498706467739 Movie Vector: [-0.4715874795720095, 0.2498441396116339] User Vector: [0.8320257324622611, 0.4037340750554622] Predicted: -0.29150232549680205 Movie Vector: [-0.11426490238269253, 1.2762102665567219] User Vector: [-1.0181009564741403, -0.25551495240702965] Predicted: -0.2097575991133599 Movie Vector: [0.5789705046718295, 0.3024120166968654] User Vector: [-0.06632723744786286, 1.490465431333311] Predicted: 0.41233314276779254 Movie Vector: [0.5838680267333984, 0.47463417053222656] User Vector: [-0.14878414243185353, 0.33424272954706213] Predicted: 0.07177271704408995 Movie Vector: [-0.3475821712348008, -0.6242661808044351] User Vector: [0.6560915898767409, -0.4094529564251418] Predicted: 0.027561893988357983 Movie Vector: [0.8907918037091385, -0.9650466442949753] User Vector: [-0.6432939448227928, 0.5745589218813224] Predicted: -1.1275171329351716 Movie Vector: [1.387310111320257, -0.10194193668842166] User Vector: [0.13647707795212538, 0.06608562933912271] Predicted: 0.18259913316432314 Movie Vector: [0.3188740688664798, -0.4991186273417601] User Vector: [-9.37497601366244e-05, 0.2686066338221058] Predicted: -0.1340964687356503 Movie Vector: [-0.14525799514557294, -0.43850547151623964] User Vector: [0.6321013761294619, -1.0582887679626607] Predicted: 0.3722476365704835 Movie Vector: [-0.6624906825184859, -0.9574076129823039] User Vector: [-0.24186372019281605, 0.34868651116903027] Predicted: -0.17360265927046992 Movie Vector: [0.2762253366111196, -0.5057594134076943] User Vector: [-0.47056403251691953, 0.7128749914424921] Predicted: -0.4905249457840418 Movie Vector: [0.482399340789063, -0.2240392565948322] User Vector: [-0.12489137543212131, 0.7776690178909371] Predicted: -0.2344759058238135 Movie Vector: [-0.560467483344129, 0.3167856826688453] User Vector: [0.03703816130357852, -0.2368551784043994] Predicted: -0.09579101443799937 Movie Vector: [0.26780607083473235, 0.07625170502982352] User Vector: [-0.3499441572767815, 0.9221195571990582] Predicted: -0.023403981294092394 Movie Vector: [-1.4328410848730149, 0.9622171410048287] User Vector: [-0.9731476705464676, -0.21292191569952207] Predicted: 1.1894888470257827 Movie Vector: [0.791863696573292, -0.1108453457972507] User Vector: [0.05922777753311611, 0.1757534288572868] Predicted: 0.027418877260455447 Movie Vector: [1.0552599881443396, -0.02307425051488152] User Vector: [-0.5329780231638864, -0.5622600409202552] Predicted: -0.5494566533664148 Movie Vector: [1.400842338165909, -0.3881201806695797] User Vector: [-0.11391074916566216, -0.6277143317688402] Predicted: 0.08405759965155019 Movie Vector: [-0.3506946563720703, -0.6250667572021484] User Vector: [-0.76684061760584, 0.7705338297915004] Predicted: -0.21270817541889914 Movie Vector: [0.8693636115071705, -1.1434522155517561] User Vector: [1.4740195901696853, 1.1079258360842181] Predicted: 0.014598742404706044 Movie Vector: [-0.9484130698052425, 0.002018172674889726] User Vector: [0.12464260929912832, -0.6086221908972504] Predicted: -0.1194409843889221 Movie Vector: [0.5569618152738371, 1.569474529676874] User Vector: [0.39383090364470086, -0.30788050600545463] Predicted: -0.2638618373547007 Movie Vector: [-0.3975458232144758, -0.03732084940040334] User Vector: [-2.0376927070258444, 0.5294194508303063] Predicted: 0.7903178410786408 Movie Vector: [-0.6007299990915721, -0.6792385709152188] User Vector: [-0.5784876733427693, 1.199771660683578] Predicted: -0.4674162887456048 Movie Vector: [1.0884522896283142, -1.3421028710262948] User Vector: [-1.6154615337156453, -0.7803761072902734] Predicted: -0.7110077911046626 Movie Vector: [0.08205299755847034, 0.19861235247309364] User Vector: [-0.04276847180489376, -0.7398244310992422] Predicted: -0.15044755199027512 Movie Vector: [-0.09530067443847656, 0.07697105407714844] User Vector: [-1.3481746712456648, -0.24706178681299404] Predicted: 0.1094653492774034 Movie Vector: [1.1456291912130143, -0.17728103846948767] User Vector: [1.1793899724663974, -0.6469259700077951] Predicted: 1.4658312880572806 Movie Vector: [0.09682918461286386, 0.5881406374952811] User Vector: [-0.500568378290908, -0.6918562031173553] Predicted: -0.45537837626939826 Movie Vector: [1.4277168870351438, -0.11724605412269665] User Vector: [-0.18173914161052138, -0.38139876861128635] Predicted: -0.214754540845684 Movie Vector: [2.139024291400235, -0.11845680660163854] User Vector: [-0.24213484279561442, 0.17375123006477622] Predicted: -0.5385143263907765 Movie Vector: [1.2607767096156115, -0.9557047576270082] User Vector: [-0.354887138925391, 0.34263826609889125] Predicted: -0.7748944603550321 Movie Vector: [-1.7235115434862458, 0.18673359753593627] User Vector: [0.7722676547346722, 0.5318446990891587] Predicted: -1.231698943604922 Movie Vector: [-0.25831265100241657, 1.2233331749909984] User Vector: [-0.05478599280439336, -1.085107442847504] Predicted: -1.3132960182258984 Movie Vector: [0.745981955407921, -1.5075389774909331] User Vector: [1.3692598957179325, 0.39400252889151066] Predicted: 0.42746900493535955 Movie Vector: [0.692403870304391, 0.7137980655317437] User Vector: [0.049901857507838654, -0.5402557360296678] Predicted: -0.35108125999659956 Movie Vector: [-0.9148028968206992, -0.5651920776550023] User Vector: [-0.534047738830906, -0.18954330633604266] Predicted: 0.5956767936367234 Movie Vector: [0.25773067494795765, -0.10837018559044426] User Vector: [-0.4718636736566392, -0.5152052070526556] Predicted: -0.0657808591894889 Movie Vector: [0.055740773838953706, 0.9647200198087257] User Vector: [0.5336554018173996, -0.6918879436412259] Predicted: -0.6377317856343422 Movie Vector: [-0.03003582507538099, -0.7512444787061135] User Vector: [0.027144660643812907, 1.5392883419622554] Predicted: -1.1571971803146606 Movie Vector: [-0.9030700691328891, -0.6504568665661656] User Vector: [1.8967044158168078, -1.1874869817711957] Predicted: -0.9404479266653353 Movie Vector: [-0.5553076750311574, 0.28378924668261013] User Vector: [0.6528278691194971, -0.044763051215938876] Predicted: -0.37522359878007905 Movie Vector: [-0.24337218993165324, -0.9951156127350831] User Vector: [-0.021009445190429688, -0.5807781219482422] Predicted: 0.5830544913708997 Movie Vector: [0.16175018611915173, -0.20471944784365895] User Vector: [-1.1172905653980136, -1.2564641071078768] Predicted: 0.07650068134019955 Movie Vector: [1.4239720335477506, 0.5171183281835874] User Vector: [-1.015685096412267, 1.4165835264789055] Predicted: -0.7137658672371369 Movie Vector: [2.0655487716930088, 0.5519036726949612] User Vector: [0.1598316668649445, 2.3391317445419353] Predicted: 1.621115503900598 Movie Vector: [0.0047801166592333355, 1.6237975010328236] User Vector: [1.2584814531955237, -0.6591650260176222] Predicted: -1.064334833855895 Movie Vector: [-0.24754808078742283, -1.110552552011303] User Vector: [0.15566547839907757, -0.7361643783733987] Predicted: 0.7790145386798448 Movie Vector: [-0.7042078716630064, -0.7753934992875909] User Vector: [0.3664237689932121, -0.35734717019577733] Predicted: 0.0190461702691751 Movie Vector: [-0.15612731104790745, -0.07341990824989122] User Vector: [-0.13788176751105816, -0.723783410655731] Predicted: 0.07466722120717134 Movie Vector: [-0.5505944210365724, 0.218123117834764] User Vector: [-0.3130639125381412, 1.8545603967617539] Predicted: 0.5768937396259327 Movie Vector: [-0.3009119003655491, -0.5708205307706051] User Vector: [0.5270238635472283, 1.0143950703492821] Predicted: -0.7376252847858528 Movie Vector: [0.15711364629213095, 0.9092366261352687] User Vector: [-0.5148016750772101, 0.05704307326641542] Predicted: -0.02901671680753482 Movie Vector: [-1.0206482450454448, -0.6027585268768019] User Vector: [0.8309389485860887, 1.1547096122216505] Predicted: -1.5441074444475038 Movie Vector: [-0.5411336823998859, 0.23403140419856067] User Vector: [0.12285879533602681, 0.2840278596652439] Predicted: -1.1593506429347089e-05 Movie Vector: [-0.9253074655135823, -0.11080507119869233] User Vector: [-1.2303198438388896, -0.9124461827392937] Predicted: 1.2395278007170318 Movie Vector: [-0.36379648691973965, 0.26542634808097787] User Vector: [-1.1475237673797523, -0.7617384961291827] Predicted: 0.21527964800939337 Movie Vector: [-0.31246124759390775, -0.424376891611033] User Vector: [-0.24815103711084924, -1.1885780701960342] Predicted: 0.5819426495142113 Movie Vector: [-0.27188641347743314, 0.30402118248693916] User Vector: [0.27399910045067477, -0.8566181286494636] Predicted: -0.3349266891293358 Movie Vector: [-0.8111282586143259, 0.33764874855341154] User Vector: [1.061385119173748, -0.7488883779700786] Predicted: -1.1137806870623523 Movie Vector: [0.8969326584793041, -0.48158651034048555] User Vector: [0.06521035908286395, -0.5890574084971891] Predicted: 0.3421714024809544 Movie Vector: [-0.19609894432305086, -0.07502823791476215] User Vector: [0.573369076576616, -0.25790520900264663] Predicted: -0.09308689724364987 Movie Vector: [0.3442995366177293, -0.3915914071981931] User Vector: [1.7755289539484742, 0.6327826253545473] Predicted: 0.36352155738266706
avg loss: 14.991704713371146: 10%|████▍ | 6754/70000 [00:11<01:48, 583.62it/s]
Movie Vector: [-0.5858523044630262, 1.5097794174119077] User Vector: [-1.0364430483841625, 0.7298177341508991] Predicted: 1.7090663418237684 Movie Vector: [0.7044201705591057, 0.5837052100214126] User Vector: [0.5026963893095895, -0.12543245959497676] Predicted: 0.2808938961255193 Movie Vector: [0.2201950557093771, 0.20170900235073858] User Vector: [0.41660499159937253, 1.2294908963296238] Predicted: 0.3397337414319922 Movie Vector: [0.0845157293256538, -0.8789115368184428] User Vector: [0.9409394331941187, 0.19534751894489552] Predicted: -0.09216900564185976 Movie Vector: [1.122026123767717, 0.5280310327910218] User Vector: [0.4194069409923866, 1.0757805930617206] Predicted: 1.0386310818938813 Movie Vector: [-1.9410253772871306, -1.1429082540272855] User Vector: [0.05819770669502472, 0.4067684937150128] Predicted: -0.5778622945400902 Movie Vector: [-0.09855225949391525, -0.787307649871966] User Vector: [-0.07638543875309096, 0.7551415534540447] Predicted: -0.5870007641890183 Movie Vector: [2.0517301872501923, 1.3865633667531596] User Vector: [0.2007862023086578, 0.1559380330856905] Predicted: 0.628177076620158 Movie Vector: [-0.7347255358543948, -1.7943575845791175] User Vector: [-0.8656224367910605, -0.49127925144745177] Predicted: 1.5175255596999855 Movie Vector: [-0.9066706268724118, -0.26869767377247866] User Vector: [0.604427250243144, 0.4287194611027493] Predicted: -0.6632123557760189 Movie Vector: [-1.0169282789961422, -0.7811239141833884] User Vector: [-1.2305610800635332, 0.608313461968512] Predicted: 0.776224168885351 Movie Vector: [0.04095716700084971, -0.6594273714076754] User Vector: [1.7537674285276679, -0.16975348663545106] Predicted: 0.1837694409301619 Movie Vector: [-1.6691701091466578, -0.20543975654431013] User Vector: [-1.1863286951962195, 1.203939724282899] Predicted: 1.732847313793783 Movie Vector: [0.2915818324123189, 1.473577042919398] User Vector: [0.4440654657308986, 0.5674037156234353] Predicted: 0.9655945116187059 Movie Vector: [-1.2762890625351813, 0.5126128547291343] User Vector: [-0.5569877345022896, 1.3786370175515594] Predicted: 1.4175844107138862 Movie Vector: [0.2049400226789523, 0.7755568576773426] User Vector: [0.2779306483784852, -0.983802557716436] Predicted: -0.7060357068556289 Movie Vector: [0.20555152756978234, 0.38845294369855105] User Vector: [1.0016500747571964, 0.9150146645724102] Predicted: 0.5613308429372235 Movie Vector: [-0.023736258545401824, -0.3940158713474597] User Vector: [-0.1913551538762195, 1.007606161318372] Predicted: -0.3924707642205263 Movie Vector: [-0.18118414327530882, -1.3643244984567668] User Vector: [-1.2018374417924629, -1.4270753062375345] Predicted: 2.1647476886899173 Movie Vector: [0.5449458907430329, -0.07401309278085873] User Vector: [0.46029090881347656, -2.293119430541992] Predicted: 0.4205545004745745 Movie Vector: [-0.9110808427268382, 0.13583541682514533] User Vector: [1.053341175438028, -1.202424502999675] Predicted: -1.1230107993626859 Movie Vector: [-1.6405295320051219, 1.037594156292138] User Vector: [-0.5002920315104098, -0.3637798106735289] Predicted: 0.4432880465877504 Movie Vector: [0.14309905863845168, 0.8514593953980866] User Vector: [0.2862041687112797, 0.7172091614646193] Predicted: 0.6516300261156182 Movie Vector: [0.8167455431830555, -1.089928187173492] User Vector: [0.5158908792706984, -1.1224257133304818] Predicted: 1.6447149993803363 Movie Vector: [-0.8356273413057366, 0.7975118339229746] User Vector: [-0.194978759218746, 0.947455231730041] Predicted: 0.918536341593994 Movie Vector: [-1.3660803319756782, 0.7348611381930972] User Vector: [0.2746463668525549, 0.14045110014282877] Predicted: -0.27197694469442024 Movie Vector: [-0.7156486758483414, -0.08725699768272338] User Vector: [0.19827480311042486, 0.7893929406418638] Predicted: -0.21077515829241145 Movie Vector: [-0.613519653654148, 0.13145902844621687] User Vector: [-0.34999519469283147, -0.14596386617420756] Predicted: 0.1955406625930471 Movie Vector: [1.5857219696044922, 0.38290977478027344] User Vector: [0.5865263271207841, 1.8614351718684392] Predicted: 1.6428294050950822 Movie Vector: [-0.5655289359691579, 0.22274579082370338] User Vector: [-0.534528333376358, 0.46959847939101684] Predicted: 0.40689232428125965 Movie Vector: [-1.1683226917502214, -1.1110433414390621] User Vector: [-1.0980287238370932, -1.4759133316798132] Predicted: 2.9226555539564116 Movie Vector: [-0.024416200629094442, 0.8426679156803857] User Vector: [1.058617772379162, 1.2657315455746796] Predicted: 1.0407439394003937 Movie Vector: [0.09093336416918989, 1.8230369440233103] User Vector: [-0.19804205593165422, 0.9503788021526461] Predicted: 1.7145670367480461 Movie Vector: [-0.5589212173520437, -0.34492421677955315] User Vector: [-1.875013438432089, -1.9621028597337216] Predicted: 1.7247615856944796 Movie Vector: [0.18113675791385137, -0.3617061814542799] User Vector: [0.522447102246246, 0.2615398976970056] Predicted: 3.377658844450071e-05 Movie Vector: [-0.700222079270715, 0.32891589708225627] User Vector: [-1.4336711449251787, 0.8041355860988566] Predicted: 1.2683811677674066 Movie Vector: [0.41323493835446234, -0.4074996550908131] User Vector: [-0.9921259980722065, -0.4101282594091772] Predicted: -0.24285400140099248 Movie Vector: [0.3835528525070897, 0.5265352121202945] User Vector: [-0.7441060422446937, 0.10912635725691544] Predicted: -0.22794512540452821 Movie Vector: [-2.085676651889907, 0.8297828132996835] User Vector: [1.196015403218944, 0.37792948946905364] Predicted: -2.1809020067938993 Movie Vector: [1.978561053246096, -0.7915982545020889] User Vector: [-0.022401809692382812, 0.4188060760498047] Predicted: -0.37584950695547403 Movie Vector: [0.06605373085638823, -0.6285891743970633] User Vector: [0.5434960831223962, 0.011110812196521096] Predicted: 0.028915807730575945 Movie Vector: [1.29046137718311, -0.18540691270297943] User Vector: [1.208607676026823, 0.2901113229391825] Predicted: 1.5058728813533209 Movie Vector: [0.6816228272949665, -0.22061707465121516] User Vector: [-0.27685125739636823, 0.29812378574194814] Predicted: -0.25447933430101327 Movie Vector: [-0.8783082970070493, 0.8122072480050306] User Vector: [0.6613991579718823, -0.3038944398956401] Predicted: -0.8277376347918484 Movie Vector: [0.07047004725922883, 0.3752212049528655] User Vector: [0.20885979073534014, 1.1237174145014315] Predicted: 0.4363609616194178 Movie Vector: [1.5018468345420324, -0.0886036194061836] User Vector: [-1.5530088200004377, -0.388258757974536] Predicted: -2.2979802491108208 Movie Vector: [0.5861882289974552, -1.4725350948106901] User Vector: [0.2618926827457897, -0.5421494763258491] Predicted: 0.9518525384091969 Movie Vector: [0.09730150879682567, 1.7924770226234035] User Vector: [-1.242759891005193, -0.009387147386622968] Predicted: -0.1377486584654849 Movie Vector: [-0.8578949746945006, 0.5910388389700317] User Vector: [-0.6681719323499532, -0.29653476018068714] Predicted: 0.3979577826234885 Movie Vector: [-1.2641631188737106, -0.20298637257968505] User Vector: [0.3504448175684273, -2.4243609068766188] Predicted: 0.049092812740448855 Movie Vector: [0.400456068452356, 1.2562789781669008] User Vector: [1.1268891485779924, 0.9530833826002038] Predicted: 1.648608216022003 Movie Vector: [0.5732298914715951, -0.6985379468807981] User Vector: [0.38663930748833464, 0.8479074201157457] Predicted: -0.3706623001224566 Movie Vector: [0.7668109308069277, -0.08595174635213526] User Vector: [0.32191708824264387, -0.9267435913762571] Predicted: 0.32650477217743656 Movie Vector: [1.378860497189013, 0.7825068490812804] User Vector: [0.056184383726889206, 1.1138551224743338] Predicted: 0.9490696895003514 Movie Vector: [-0.3819792765057858, 0.10544241874978041] User Vector: [0.2078741495363317, -0.15044878271104078] Predicted: -0.09526730079115579 Movie Vector: [1.1943385398824615, -0.01094050364668462] User Vector: [2.0203643717554494, 0.18942515991095477] Predicted: 2.4109266271401704 Movie Vector: [0.08694321670790839, 0.9170119251478609] User Vector: [-0.9106981883735982, 1.7192917876833824] Predicted: 1.4974320421671805 Movie Vector: [-0.4817974749360777, -0.38347176509617026] User Vector: [-0.13258352462669096, -0.0936604742098466] Predicted: 0.09979455474825918 Movie Vector: [1.140170339637579, 0.5745710239102305] User Vector: [-0.16696861928340292, 0.2741867894771114] Predicted: -0.03283288298465242 Movie Vector: [0.3075621140569475, 0.4595479746229053] User Vector: [-0.3844661257222187, -0.8154724180645321] Predicted: -0.49299591249280855 Movie Vector: [-0.5252257015020478, -0.25051031527922774] User Vector: [0.2423129903390084, -0.5322657075027047] Predicted: 0.00606903986495913 Movie Vector: [-0.40886744412189907, -0.17425139082197671] User Vector: [1.3330499111706817, 0.2022143583986826] Predicted: -0.5802768432624253 Movie Vector: [-1.327508394877788, 0.010263780367766304] User Vector: [0.07687106442105243, 0.499100051210351] Predicted: -0.0969243300349744 Movie Vector: [0.5973502945775677, -0.339083740740849] User Vector: [0.3075394339175007, 1.2564997545645957] Predicted: -0.24234986557288432 Movie Vector: [0.5538547589342624, -0.1302024985740578] User Vector: [0.5218978189481412, -0.039954426542265914] Predicted: 0.2942577568667368 Movie Vector: [0.4724676652599523, -0.5932949121939747] User Vector: [1.1978250423991734, -1.988254270098713] Predicted: 1.745554743769752 Movie Vector: [0.12303299218725644, -0.2863229187204216] User Vector: [-0.16731706991601944, -0.6003652120421173] Predicted: 0.15131280005433156 Movie Vector: [-0.521657062275276, -0.29185403794865555] User Vector: [1.1740890941652589, -0.09496437204612462] Predicted: -0.5847561322687689 Movie Vector: [0.1957443091969933, 0.1626315678800114] User Vector: [0.563202597458685, 0.1801565566438299] Predicted: 0.1395428466483527 Movie Vector: [0.013129308845868964, -0.2992518524908101] User Vector: [0.40404109512660313, 0.6439937827692113] Predicted: -0.18741155216191052 Movie Vector: [0.18144766306205562, -0.3812665225721394] User Vector: [1.0721565995042177, 0.2027631794552998] Predicted: 0.1172334970800078 Movie Vector: [0.22493097092953812, -0.8459030543179998] User Vector: [0.639181217053622, -0.06752589943883082] Predicted: 0.20089201633267215 Movie Vector: [0.5676081505916506, -2.0413723735070004] User Vector: [-1.9813879420935139, -0.36779480805125764] Predicted: -0.3738457851411485 Movie Vector: [1.0633100613488897, 0.08306472327387238] User Vector: [-0.48566734784801285, 2.6521781871725607] Predicted: -0.29611253024493384 Movie Vector: [0.3342053018418758, -0.857447272582807] User Vector: [-0.7696757107821359, 0.18847468042260704] Predicted: -0.4188368039215846 Movie Vector: [-0.3850940329064668, -0.3028997263833529] User Vector: [0.7706727649561349, -0.09209598713003099] Predicted: -0.2688856338054444 Movie Vector: [-2.36864171094785, 1.298873870754875] User Vector: [0.022925428416641365, 0.3568008535001682] Predicted: 0.40913717968540075 Movie Vector: [-0.8754353772307903, 0.8249720344068343] User Vector: [0.745196149429558, -0.21862168131526796] Predicted: -0.8327278453868968 Movie Vector: [0.61032599649933, -1.5225031881289708] User Vector: [-0.05116931584573395, -0.6082480724518773] Predicted: 0.8948296657975479 Movie Vector: [1.6377244132385629, 0.3741601460351509] User Vector: [-0.4147461781049773, 0.6106743546312361] Predicted: -0.45074993547116565 Movie Vector: [0.4410605604787755, -0.8114801449061919] User Vector: [0.43925227155403573, -1.3495832801537941] Predicted: 1.288896888825373 Movie Vector: [0.10831612628765355, -0.1910857813784461] User Vector: [0.014749169728969634, 0.7345102236062264] Predicted: -0.13875688707725184 Movie Vector: [-2.5897768342997436, 0.3177605398880082] User Vector: [-0.3314693069681341, -0.9202105904142854] Predicted: 0.5660249184467582 Movie Vector: [0.7910536327987148, -0.15574229034338422] User Vector: [1.0402102849662103, -0.41058153988061735] Predicted: 0.8868070341908278 Movie Vector: [1.012048458735789, 1.5105449062866916] User Vector: [-0.49138940463394487, -0.48572636212556847] Predicted: -1.2310213717568232 Movie Vector: [-0.7405527790004116, 0.6640678807026641] User Vector: [-0.16546009183850924, -0.7367523014168478] Predicted: -0.36672160858002517 Movie Vector: [-0.12402310754157098, 0.30193564688738556] User Vector: [-1.1372227957461944, 0.46656326827317174] Predicted: 0.2819139873155092 Movie Vector: [-0.27049989091949195, -0.32654365765836585] User Vector: [-0.20096606523757013, 0.8917581073388634] Predicted: -0.23683665539165183 Movie Vector: [0.44849420591460576, -1.004722520851439] User Vector: [0.1071261231747557, -0.7922774115048106] Predicted: 0.8440644036467385 Movie Vector: [0.6636147600544232, -1.555272358268241] User Vector: [-0.6883921020183569, 0.18560956196620493] Predicted: -0.7455005807605868 Movie Vector: [-0.9820649160984964, -1.8461275062208236] User Vector: [1.4405867411887243, -0.10696198064661612] Predicted: -1.2172842425265336 Movie Vector:
avg loss: 14.95357054496787: 10%|████▌ | 6881/70000 [00:11<01:44, 601.36it/s]
[0.025365850438112923, 1.033262798913078] User Vector: [-0.6077948520640536, -1.1510836572134056] Predicted: -1.2047891547499372 Movie Vector: [0.5728858203003666, 1.901772092414397] User Vector: [-1.0619074479456145, 1.5978558430309109] Predicted: 2.430405930578073 Movie Vector: [0.27256956364392126, 1.1222206160037005] User Vector: [1.66905528006488, 0.8514002709806848] Predicted: 1.4103926059505287 Movie Vector: [0.25188396095925203, 0.708002007027829] User Vector: [-0.09827985271502115, 0.28191984658193436] Predicted: 0.17484469861663574 Movie Vector: [-0.4664531342069275, 0.3388308135682796] User Vector: [0.5188294037928253, -0.24531405340597373] Predicted: -0.3251295618131534 Movie Vector: [0.05794738206546056, -1.103830121132964] User Vector: [0.7766265835477453, -0.0375555512374055] Predicted: 0.08645842603063507 Movie Vector: [0.17258146000037888, 0.4838299031142289] User Vector: [0.3626112828059276, -0.6909774874265439] Predicted: -0.2717355861964408 Movie Vector: [-0.530076326723253, 0.2595940597479794] User Vector: [0.9995261260831926, 0.4424045716794528] Predicted: -0.41497953856476666 Movie Vector: [0.06891844725856033, 0.9542630647595541] User Vector: [-0.9048194742526684, 1.7812960607888817] Predicted: 1.6374662849977184 Movie Vector: [0.7621311929177613, 0.47958933453717356] User Vector: [0.39831773932339065, -0.9519134023032435] Predicted: -0.15295714131678773 Movie Vector: [-0.7311644974355355, 0.45658235300037386] User Vector: [-0.08892690035766763, 0.30820936900894275] Predicted: 0.20574315132737758 Movie Vector: [-0.08691491865407483, 0.4256407696796303] User Vector: [0.0741564816063799, 0.3050908081391209] Predicted: 0.12341378183202494 Movie Vector: [0.18101871040855838, -1.7436718313947284] User Vector: [0.6095990977930545, -0.49295462271042734] Predicted: 0.9698999323247075 Movie Vector: [-1.1721443808025522, -1.1161802578961826] User Vector: [0.5463825511467738, -0.016357773284469343] Predicted: -0.6221810134919877 Movie Vector: [-0.3888202597429038, 0.30212426807740095] User Vector: [0.9387865830678485, 1.752958227045588] Predicted: 0.16459197824481275 Movie Vector: [0.03377891765185867, -0.9363577662120123] User Vector: [-1.6310631346211757, 1.1218069187718012] Predicted: -1.1055081678916951 Movie Vector: [0.7219199400058622, -0.17168225727579003] User Vector: [0.9523937333150321, -0.7112048025463245] Predicted: 0.8096532727032826 Movie Vector: [-1.6790521309618422, -0.0973343811067276] User Vector: [-1.1376257803902496, 0.4604068092153287] Predicted: 1.8653195789690802 Movie Vector: [-0.5605599722309081, -0.35588492104726965] User Vector: [1.0235502073233258, -0.7281267677124768] Predicted: -0.3146319385543453 Movie Vector: [-0.5233619200878293, 0.17197084879638203] User Vector: [0.8614531872131961, -0.33549116986290156] Predicted: -0.508546495370693 Movie Vector: [-0.3167726950780438, 0.0009693438554929101] User Vector: [-0.5765414759050256, -0.07652774648485139] Predicted: 0.18255841544587817 Movie Vector: [0.7918547456501109, -0.6946216506617519] User Vector: [0.3796635377432846, -0.9332163840567061] Predicted: 0.9488706792303905 Movie Vector: [-0.16104233038593024, -1.5086031952949406] User Vector: [0.5248781308244254, 0.2980811562079101] Predicted: -0.5342137820690401 Movie Vector: [2.111364466869258, -0.0986086571980031] User Vector: [-0.36420844088026644, 0.438812396313317] Predicted: -0.8122474617707416 Movie Vector: [-0.11388694191959318, -2.0300672936332047] User Vector: [-0.42265410591576663, 1.8979755745229803] Predicted: -3.8048833543412868 Movie Vector: [-1.122766376159388, -0.04141243989835525] User Vector: [-0.6863203952259755, -0.5225052492376805] Predicted: 0.792215680262778 Movie Vector: [-0.16781856107416523, 0.9001510940586265] User Vector: [0.9007680860666722, -0.22616654731866945] Predicted: -0.35474966907360117 Movie Vector: [0.8206835627782495, 1.6272580322918724] User Vector: [-0.4967586464953823, -0.31339388201760965] Predicted: -0.917654367631018 Movie Vector: [-0.12749437464781235, 0.12497863935162246] User Vector: [0.0534368107834947, 0.01767178649048315] Predicted: -0.004604296943522166 Movie Vector: [0.1600584443703877, -0.8447047027266109] User Vector: [0.03492240484342463, 0.6989216318896102] Predicted: -0.5847927635015995 Movie Vector: [-2.2281023854771442, 0.025834492654260723] User Vector: [0.1635835361622111, 0.4713753571095786] Predicted: -0.35230312394716234 Movie Vector: [1.1059166175394473, 0.393696271221369] User Vector: [1.3051731194875116, -0.17391181603495284] Predicted: 1.37494420811274 Movie Vector: [1.2618085838948283, 0.02793287460172439] User Vector: [1.9285643683240554, -0.5601157135440521] Predicted: 2.4178334325561193 Movie Vector: [0.07040963228326078, 0.2394849359446286] User Vector: [-0.18086466355861608, 0.36562074551738877] Predicted: 0.07482604636606137 Movie Vector: [0.26321277115829234, -0.6809402944533889] User Vector: [0.21469042196655727, -0.5791125455106672] Predicted: 0.45085032816864595 Movie Vector: [1.5067195892333984, -1.3065052032470703] User Vector: [-0.754328582126109, -0.49920379093035] Predicted: -0.4843493010768979 Movie Vector: [-0.11698913200699937, 0.7636611508257378] User Vector: [0.4099488647192538, -0.7816084434630033] Predicted: -0.6448435652808311 Movie Vector: [-0.453948582204606, -0.4317254672811334] User Vector: [0.3601859933177378, -0.12261298009585556] Predicted: -0.11057077486992921 Movie Vector: [0.235100027729104, -0.13307949876086075] User Vector: [1.0442396617726875, -0.411374841809182] Predicted: 0.3002463311893833 Movie Vector: [0.5233085731204079, -0.4791798552495301] User Vector: [0.9231872804195451, -0.02745939952942965] Predicted: 0.4962698095310132 Movie Vector: [0.9259796023265242, 0.09998405731179986] User Vector: [-0.3443054188995066, -0.5763782663949559] Predicted: -0.3764484324919416 Movie Vector: [-0.41677287448571276, -0.032325407796275685] User Vector: [1.1659935283460103, -0.40903525705739685] Predicted: -0.47273224295307037 Movie Vector: [-0.0642491464905037, -0.6479208040406854] User Vector: [-0.06266871014554565, 0.3267470986727809] Predicted: -0.2076798317515173 Movie Vector: [-0.33500564916189096, -0.33968231519170733] User Vector: [-0.7968485127564686, -0.02368788729389805] Predicted: 0.2749951096976596 Movie Vector: [-0.9903028619700835, -0.4748842188521998] User Vector: [0.49372138485460465, -0.7908561401758472] Predicted: -0.11336860008547511 Movie Vector: [-1.053516887951799, 0.38922099840256946] User Vector: [-0.7934183221519736, -0.099740057729921] Predicted: 0.7970586767471154 Movie Vector: [-0.3259630081580602, -0.24881860901291614] User Vector: [-1.8027448856963504, 0.2831176059633511] Predicted: 0.5171832169802728 Movie Vector: [0.4185083323345275, 0.6981846430236934] User Vector: [-0.630958232561925, -0.07636122787538531] Predicted: -0.317375514307259 Movie Vector: [0.16382347742581063, -0.6510444163974973] User Vector: [-0.26054531602980263, 1.0522409823065302] Predicted: -0.7277390559342933 Movie Vector: [-0.709688713838535, 0.4553461299050984] User Vector: [-0.42361610966373203, 0.09831188438360366] Predicted: 0.3454015081062892 Movie Vector: [0.5928648186581209, 1.2092236439664885] User Vector: [0.4050794643115023, -0.7281015371862333] Predicted: -0.6402802308227711 Movie Vector: [0.2986865618276227, -0.3028601019991005] User Vector: [0.3077658553169047, 0.845504209773591] Predicted: -0.16414396604015477 Movie Vector: [0.9701297805755685, -0.11288154445737279] User Vector: [1.0427069599096972, 0.9926042990798353] Predicted: 0.8995143679066528 Movie Vector: [0.6089658390420212, -0.13264327673557036] User Vector: [-0.8184707378105812, -0.3796588640260395] Predicted: -0.44806152381604447 Movie Vector: [0.9643328588473424, -1.308079400874032] User Vector: [0.6868772315464593, -0.5387219479280567] Predicted: 1.367069367257769 Movie Vector: [0.46706846888892084, 1.2214362756699293] User Vector: [0.4076948867257111, 1.1452881224756748] Predicted: 1.5893178854025138 Movie Vector: [0.5875881366899954, -0.2575196546376815] User Vector: [0.37818595252479487, 0.013011344590979801] Predicted: 0.21886690220093433 Movie Vector: [0.951479786530497, 0.8795258968374738] User Vector: [-0.7024163445024478, -0.5661760772597737] Predicted: -1.1663014756425465 Movie Vector: [-0.859192523158424, -0.14629086158986182] User Vector: [-0.027443421976642977, -0.7027295742539781] Predicted: 0.12638209785450447 Movie Vector: [-0.10082395895884126, -0.009415056304496475] User Vector: [-0.09224558941494358, 0.33347547866722893] Predicted: 0.006160875113485521 Movie Vector: [-0.279532657344537, -0.3266983135891802] User Vector: [-0.5989224574009658, -0.5405075339866774] Predicted: 0.3440012858963063 Movie Vector: [0.37020718513858186, -0.10637635615672772] User Vector: [0.7317198310312331, -0.292862246122956] Predicted: 0.3020415575545864 Movie Vector: [-0.3963946030371707, -0.3554995854375432] User Vector: [0.20927409356256021, 0.3991872494375732] Predicted: -0.2248660229307052 Movie Vector: [-0.7904733852823667, 0.41291329270230154] User Vector: [0.7842240283515135, -0.1822780239208294] Predicted: -0.6951732415552141 Movie Vector: [-0.3244353689625217, 0.379419581270776] User Vector: [-0.6441517267482872, -1.1809922950710998] Predicted: -0.23910599894446344 Movie Vector: [0.09725101011514317, -0.7861413544564748] User Vector: [0.0723608262141385, -0.3400542552443683] Predicted: 0.27436787624858683 Movie Vector: [-0.5050671092475637, -0.39991004421448495] User Vector: [0.39076054589409626, -0.6563542990391068] Predicted: 0.06512237742636534 Movie Vector: [-0.47164721133719073, -1.1327766463778586] User Vector: [0.061577832030238006, -0.889504143925484] Predicted: 0.9785665083378662 Movie Vector: [0.5616594655211121, -0.5845278319181593] User Vector: [0.6510232594287586, 0.7946979938874822] Predicted: -0.09886971946419171 Movie Vector: [-0.023914241019417304, -1.2289983328685339] User Vector: [-0.6864375762375255, 0.7406731050819308] Predicted: -0.8938703777033246 Movie Vector: [0.10148525582732341, -0.34663366562000053] User Vector: [-0.7627366370350523, 1.4612746702438144] Predicted: -0.5839335181626455 Movie Vector: [0.00869931753782538, 0.8558306526895092] User Vector: [0.04252736630241566, 0.11021168012157498] Predicted: 0.09469249319596705 Movie Vector: [0.5552512474306601, -0.057220690919273995] User Vector: [0.8036149667455079, 0.5340453177888017] Predicted: 0.4156497706733132 Movie Vector: [-1.5494191345309367, -1.5411969840855502] User Vector: [-0.06015476084460533, -0.2936129599038968] Predicted: 0.5457203457780812 Movie Vector: [-0.8257738910053054, 0.1286489220205551] User Vector: [-0.6119554579339904, -2.015064432540262] Predicted: 0.2461009725718185 Movie Vector: [-0.05681973194191192, -0.14174535158127838] User Vector: [-0.18287695671608928, -0.16621728101118366] Predicted: 0.0339515465947752 Movie Vector: [-0.6183178612181234, 0.8193130511764952] User Vector: [-0.8449027720381932, 0.8147663144447805] Predicted: 1.1899671500275 Movie Vector: [-0.10980086471488856, 1.1532859482443485] User Vector: [1.3544481307596226, -0.08738082286657864] Predicted: -0.2494946511269246 Movie Vector: [-0.21843694287708543, 0.1369192270145827] User Vector: [0.14791580677606303, -0.5772891481839152] Predicted: -0.11135226056860945 Movie Vector: [0.2482346345923381, 0.7184702515465811] User Vector: [0.06097161999487997, 0.16514996263569992] Predicted: 0.1337906030077117 Movie Vector: [1.1275132042758391, 0.3700725048357023] User Vector: [0.96516315663929, -0.7651951849242423] Predicted: 0.8050565046182167 Movie Vector: [-0.9276337106716046, 1.1620404182240145] User Vector: [-1.0968397427198129, 0.885463935920578] Predicted: 2.0464104029706984 Movie Vector: [-0.8390119169304162, -0.07757894048213426] User Vector: [-0.3149691058111784, -0.14178613543202145] Predicted: 0.2752624514023685 Movie Vector: [0.04015527624729517, 0.6072092821709405] User Vector: [0.27104525955903475, -0.6605080081699622] Predicted: -0.39018269623592766 Movie Vector: [0.09405519424793751, -0.390300724529984] User Vector: [-0.47011670600345695, -0.8559693843762158] Predicted: 0.2898685527951657 Movie Vector: [-1.1171582491630994, 0.3607778202842859] User Vector: [0.5021981978625192, -0.5300154555263726] Predicted: -0.7522526802187433 Movie Vector: [1.1483707172002147, -0.28584298978343914] User Vector: [0.368745947891999, 0.05815946733514432] Predicted: 0.4068325726181179 Movie Vector: [1.2288290008029021, 1.4569712944391258] User Vector: [-0.8978559370765945, -0.06115566177327657] Predicted: -1.1924134577188772 Movie Vector: [-0.019707097681376573, -1.0106287534565548] User Vector: [-1.9487942339876358, -0.48751504568034565] Predicted: 0.5311018012373409 Movie Vector: [0.03074152272423389, 0.7784258562700208] User Vector: [-1.1778839895136006, -1.1084400507382028] Predicted: -0.8990483430500145 Movie Vector: [-0.21991505748654008, 1.2990864754748244] User Vector: [-0.9580819383450853, 0.8200828135136132] Predicted: 1.2760551363528527 Movie Vector: [0.8748518039241215, -0.09075892697317664] User Vector: [0.12707857895205815, 0.7807121885129774] Predicted: 0.04031832353200375 Movie Vector: [-0.09017292446085744, 0.020551061848742114] User Vector: [0.37479342492069856, 0.04857373365246472] Predicted: -0.03279797738928406 Movie Vector: [0.9475633596577988, 0.7151452591025826] User Vector: [-0.33041048672058226, -1.0314566481534206] Predicted: -1.050726202759883 Movie Vector: [-0.1558830150684613, 1.6079650980941949] User Vector: [0.6145753048951248, 0.3195332784464452] Predicted: 0.41799650790782694 Movie Vector: [-0.005291242871271196, 0.03155184233035878] User Vector: [-0.1364524052571467, -1.0876136040510385] Predicted: -0.03359421013478694 Movie Vector: [-0.5870382306831073, 0.7857890599527847] User Vector: [-0.16610145568847656, 0.48233985900878906] Predicted: 0.47652528904952696 Movie Vector: [0.40797092638202015, -0.5823308797025194] User Vector: [-0.6797231226921854, 0.18779724804761044] Predicted: -0.3866674087092877 Movie Vector: [-0.9234267261954913, -1.234752370716369] User Vector: [-0.49671358932603993, 0.44595798747729326] Predicted: -0.09196907862933185 Movie Vector: [-0.8239796266629796, 0.6530742081449822] User Vector: [-1.515435161965455, 0.44424969132074554] Predicted: 1.5388157143661962 Movie Vector: [0.547626737542993, -0.07643044416947134] User Vector: [-0.9195586501881581, 2.29524240169931] Predicted: -0.6790012998204618 Movie Vector: [-0.8201700861359456, 0.7016992128126394] User Vector: [1.1344054248511155, 0.9819345262780804] Predicted: -0.24138271089034236 Movie Vector: [0.12037185445127647, -0.8247832069392338] User Vector: [0.030461407358710654, 0.04019383631829794] Predicted: -0.029484505124832656 Movie Vector: [1.7361736297607422, -0.9494304656982422] User Vector: [0.8478656735743804, -0.07818147037483825] Predicted: 1.5462698938661246 Movie Vector: [-0.8476192818473675, -0.858372245799306] User Vector: [-1.1366459262555688, 0.935328870357148] Predicted: 0.16058266071808802 Movie Vector: [-1.1094735268479314, 0.9438935974182946] User Vector: [0.08076136255825227, -0.22311266831955895] Predicted: -0.3001972128802919 Movie Vector: [-0.729691599659779, 0.32527636246722424] User Vector: [-0.2171434357131313, -0.1609633141946237] Predicted: 0.10609017962923906 Movie Vector: [0.1688349920938011, -0.6690547414851788] User Vector: [-0.4664094840280167, 0.6251336827688682] Predicted: -0.4969948960669469 Movie Vector: [-0.4772186653969985, 0.03134728898425366] User Vector: [-0.29014828172018714, 0.9323244166919357] Predicted: 0.16769001868685787 Movie Vector: [0.010854099312977532, 1.7927766066623612] User Vector: [0.06873113783653265, 0.17630486870683526] Predicted: 0.3168212588542649 Movie Vector: [0.4297964999285999, -0.4585181460878083] User Vector: [0.1086451201499137, -0.9471075562966255] Predicted: 0.48096129323363834 Movie Vector: [-0.5152606964111328, -0.8436107635498047] User Vector: [-0.066160368074618, 0.29153545873023357] Predicted: -0.21185261361231036 Movie Vector: [-0.013538391784271672, -0.7252620543944404] User Vector: [-0.13336086744425424, -0.1444571544148061] Predicted: 0.10657478425500781 Movie Vector: [0.39858081478070295, -0.09081244529007211] User Vector: [-0.8689373557884555, 0.2716807498636079] Predicted: -0.3710137524969069 Movie Vector: [0.03471864672143547, -0.2648409979176827] User Vector: [0.762175324606371, 0.44074039054991704] Predicted: -0.09026442902106523 Movie Vector: [-1.1076722529751348, -1.1181104448100119] User Vector: [-0.4812129303686025, -0.3617007600183963] Predicted: 0.9374476084144451 Movie Vector: [-0.7086735467361429, -1.8664265146196917] User Vector: [-0.6433718420612469, -0.845317789461009] Predicted: 2.0336641407134426 Movie Vector: [-0.900078700315805, -0.8410317471522448] User Vector: [-1.0836916550038784, 1.4145473796673453] Predicted: -0.21427147777228273 Movie Vector:
avg loss: 14.930545877644875: 10%|████▌ | 6942/70000 [00:11<01:46, 592.68it/s]
[0.27011065119538014, -0.6784008001169393] User Vector: [0.028357186515101458, -0.1664472673405431] Predicted: 0.12057753745676544 Movie Vector: [-0.2597022507712154, -0.4915017972355585] User Vector: [-0.09598630666129479, -0.8438942283055665] Predicted: 0.43970338977205503 Movie Vector: [-0.184546531891195, 0.6835563403560103] User Vector: [1.12851105596069, 0.08801907309656815] Predicted: -0.1480968060909973 Movie Vector: [0.12320974152129933, -0.16409720025641267] User Vector: [-0.22852938406599738, -0.8668962527117233] Predicted: 0.11409820164197612 Movie Vector: [0.31885662819162514, -0.4491485692054279] User Vector: [0.49938204990645313, 0.7105191139820876] Predicted: -0.15989736682556943 Movie Vector: [-0.8918048934082564, -0.10134416689527323] User Vector: [-0.6251978990959768, 0.2741562607264259] Predicted: 0.5297704079199105 Movie Vector: [0.4536151885986328, -0.5765628814697266] User Vector: [-2.0239760592853586, -0.20239601435834692] Predicted: -0.8014122526154089 Movie Vector: [0.016132007603155946, -1.0347634803809322] User Vector: [0.5918461226347815, -1.0826916500153958] Predicted: 1.129877446099548 Movie Vector: [0.29183183821944053, -0.42910740244320555] User Vector: [1.113413061085679, -0.12891109019030816] Predicted: 0.38024608337185284 Movie Vector: [-0.3506299990331412, -0.6071951520367226] User Vector: [0.5257605556374696, 0.06388686266052956] Predicted: -0.2231392164011392 Movie Vector: [-0.3186816582349093, 0.18709469471497864] User Vector: [0.321331126280578, -0.8195616357947514] Predicted: -0.2557379702147132 Movie Vector: [0.7398542341518793, -1.0035242270813498] User Vector: [0.5103581830343077, -0.5326494800879171] Predicted: 0.9121173204625023 Movie Vector: [0.20313449598982233, -0.14877405812757255] User Vector: [0.3104147534894911, -0.8787579627284713] Predicted: 0.19379233272492552 Movie Vector: [0.6254521556814112, 0.33734771261384533] User Vector: [-0.4080212738196983, 0.18715774292691933] Predicted: -0.19206054880003937 Movie Vector: [0.6492740344959074, -0.5317716821015688] User Vector: [0.3057851359683789, 1.133450980827629] Predicted: -0.4041987857353123 Movie Vector: [0.6066799163818359, -0.2837848663330078] User Vector: [0.21849940731266118, -0.09926718464713033] Predicted: 0.16072972688426587 Movie Vector: [1.2158719269283087, 0.10345448864425488] User Vector: [-0.8011701011513941, -0.505182553749739] Predicted: -1.0263836374544717 Movie Vector: [-0.13928619090206718, -0.01293993362587409] User Vector: [-0.006999554791414418, -0.09162745006012822] Predicted: 0.0021605944469925797 Movie Vector: [-0.9741988026862438, 0.02676955025278502] User Vector: [0.3159196797413893, -0.677868082070144] Predicted: -0.3259147974368188 Movie Vector: [1.2873347124173313, 1.7653400270848132] User Vector: [0.3279630215253565, -0.5197214694178357] Predicted: -0.49528693089977716 Movie Vector: [0.46891345823544245, -0.40849591491368803] User Vector: [0.3771765735868776, 0.7751236172004077] Predicted: -0.1397716596934702 Movie Vector: [-0.49734719674932154, 0.4885427683220921] User Vector: [0.4035524548950057, -0.5761994381204473] Predicted: -0.48220375078833544 Movie Vector: [0.2761716869586452, 0.13926824885609596] User Vector: [1.7008184471481111, 0.982175257203792] Predicted: 0.606503727899835 Movie Vector: [0.42611652904577146, -0.1287534127042377] User Vector: [-1.102095071049804, -1.4797803181096443] Predicted: -0.2790941603450162 Movie Vector: [-0.20216959509242688, 1.9689760186057363] User Vector: [-1.9057626157845542, -0.44879744119255727] Predicted: -0.4983841425443159 Movie Vector: [0.8544943336889445, 0.25885673114305885] User Vector: [1.1038599503718884, 0.13614657974154468] Predicted: 0.9784845313671422 Movie Vector: [-0.1091004878961592, 0.020505284240567596] User Vector: [-1.0289579440639784, -1.3545048461490177] Predicted: 0.08448530684649705 Movie Vector: [0.750988571701322, 0.660584462912527] User Vector: [-0.4137407917936169, -0.27277679679851374] Predicted: -0.49090672009180814 Movie Vector: [-0.7143179136380534, 0.5538361056620441] User Vector: [0.30323793871288135, -0.47766076783372635] Predicted: -0.48115407120186215 Movie Vector: [-0.3716948614620401, -0.25134239680950987] User Vector: [-1.4238485489695747, 0.4598453080260059] Predicted: 0.41365856727130923 Movie Vector: [0.18622334365955417, 0.9595260683540183] User Vector: [-0.7846803240019705, -0.05660915340162309] Predicted: -0.20044375203581818 Movie Vector: [-0.1402304502549435, -0.025300730744800763] User Vector: [-1.0249729728418986, 0.5602360273084525] Predicted: 0.1295580406002994 Movie Vector: [0.9170721947324944, 0.6199596762105231] User Vector: [0.2732864227044573, 0.8673584751964363] Predicted: 0.7883506589014044 Movie Vector: [1.2658023834228516, -0.7587146759033203] User Vector: [1.1501271386792793, 0.41928979030968316] Predicted: 1.1377123560151539 Movie Vector: [-1.3904518730731832, 1.4317889693404031] User Vector: [-0.31350828994184093, 0.9324938440846017] Predicted: 1.7710525889117656 Movie Vector: [-0.4211103212471017, 0.9409210233772503] User Vector: [0.9214573198935916, 0.6615117744479267] Predicted: 0.2343951477937603 Movie Vector: [0.088462854730958, -2.1303136395639375] User Vector: [-0.45027901996571423, -0.762850947206895] Predicted: 1.5852788102574924 Movie Vector: [0.10839291543624277, -0.42718198092376114] User Vector: [0.4490336340339919, -0.19461451744676478] Predicted: 0.13180787980130612 Movie Vector: [-0.6880328556855831, -0.7911678476692069] User Vector: [0.3296698504977171, 2.4042539428251293] Predicted: -2.1289921058665455 Movie Vector: [-0.027723312377929688, 0.26978492736816406] User Vector: [0.2960131786472291, -0.13552557171940474] Predicted: -0.04476922234246955 Movie Vector: [1.0033512570065024, 0.15767392625039417] User Vector: [0.9545329836141625, 1.139797904262664] Predicted: 1.1374482796605023 Movie Vector: [0.977922657636415, 0.1832995191070073] User Vector: [-0.26620888000970094, -1.1423667327254712] Predicted: -0.46972696817792225 Movie Vector: [-0.0529487629752616, -0.2401935213620125] User Vector: [-0.6392174869405907, 0.5852366805621251] Predicted: -0.10672428392877237 Movie Vector: [-1.3966172413884963, -0.16628512630143955] User Vector: [-1.6066936188625949, 0.5165798103505082] Predicted: 2.158036470723469 Movie Vector: [-0.6134411875792862, -0.42117029747421986] User Vector: [0.06955326035133762, 0.3120952249449217] Predicted: -0.17411207336027207 Movie Vector: [-0.5180449898964663, 0.9583397611862682] User Vector: [-0.38359166952094614, 0.889641739274418] Predicted: 1.051296794518929 Movie Vector: [-0.988084459858773, 1.7066557291460676] User Vector: [-0.13073070111931634, -0.11685899453785412] Predicted: -0.07026509832783936 Movie Vector: [-1.2373260164756343, -0.16120742267533333] User Vector: [-0.4301472741009039, -0.08412855760925518] Predicted: 0.5457945611067055 Movie Vector: [-2.2034252135085137, 0.09694318135281746] User Vector: [0.04327323567781574, 0.18358960564207927] Predicted: -0.07755157812834304 Movie Vector: [0.459362304533214, 0.24505572560607933] User Vector: [-2.0855241897638, 1.5753121574828257] Predicted: -0.571971934161631 Movie Vector: [0.40562122575452997, 0.5712180753439475] User Vector: [0.4163266367166411, 1.167861113939894] Predicted: 0.8359742984730497 Movie Vector: [-1.2508209156868633, -0.6655018277551958] User Vector: [-1.1563967948254066, -0.5366332021011017] Predicted: 1.8035756746332754 Movie Vector: [0.840381439644889, -0.11885707946983211] User Vector: [0.02273954221325193, -0.07893201916115306] Predicted: 0.02849151849618986 Movie Vector: [1.068688375025401, -0.019058746371665103] User Vector: [1.2217267854092906, -0.4476764358790613] Predicted: 1.3141773646720516 Movie Vector: [0.33223524734307797, 1.5255218584130494] User Vector: [-1.1945132458923313, -0.30840312341088494] Predicted: -0.8673351096697839 Movie Vector: [0.7244622016522156, 0.6100966829326137] User Vector: [0.0975322664879098, -0.8464361337024099] Predicted: -0.44574943697418484 Movie Vector: [-2.3814884373758916, 1.2762635136700928] User Vector: [-0.8539132163311342, 0.7345869825469348] Predicted: 2.971111014656717 Movie Vector: [-1.1201276603836086, -0.4082390113195069] User Vector: [0.17293073289941463, -0.10017390462520753] Predicted: -0.15280960146683473 Movie Vector: [-0.21798030333558494, -1.250382813232819] User Vector: [0.07299543996395333, -1.031739244150117] Predicted: 1.2741574504776685 Movie Vector: [-0.3907902399410497, -0.7672780102655785] User Vector: [-0.4888853924128813, 1.897308300196284] Predicted: -1.2647112976302675 Movie Vector: [1.2245877516578612, -0.2738218620903442] User Vector: [-0.3680071289485892, -0.30613887470002665] Predicted: -0.3668295059046136 Movie Vector: [1.2255467437483265, 0.0384644528065673] User Vector: [0.6776353841880823, -0.21214136655689492] Predicted: 0.8223139369581022 Movie Vector: [1.9864937855418225, -0.23614559270701405] User Vector: [0.21663177937091108, -0.36837412069467457] Predicted: 0.5173276085405512 Movie Vector: [-0.40926362438065705, -0.23920921075614082] User Vector: [0.454256750140493, -0.03926197774053821] Predicted: -0.17651893725383738 Movie Vector: [-0.07817455933900588, 1.7911515697130398] User Vector: [-0.9333898552710488, -0.8211806411037685] Predicted: -1.3978916537036625 Movie Vector: [0.42742889649610993, 0.6323919912037445] User Vector: [-0.5990538538151865, 1.681003415326252] Predicted: 0.8070001693604965 Movie Vector: [-1.097420538548936, -0.17824413810473436] User Vector: [-0.2837798001577061, -1.0043166951819622] Predicted: 0.49043934483528334 Movie Vector: [0.29259672174322066, -0.2485201381664192] User Vector: [-1.0428781441570776, 0.6836284695656316] Predicted: -0.47503816786896325 Movie Vector: [-0.3296184539794922, -1.2010860443115234] User Vector: [-0.3583278291800478, -1.0164248603873116] Predicted: 1.3389251799746436 Movie Vector: [-0.27076115447201, -0.5887296761810336] User Vector: [-0.24063100632643078, 0.13909929297443685] Predicted: -0.01673835263514499 Movie Vector: [0.598047787579351, -0.5447035297303017] User Vector: [-0.8646876345955239, -0.6718913967363194] Predicted: -0.1511429114193797 Movie Vector: [1.5282204358740057, -0.6196038214852084] User Vector: [0.1573654510207919, -0.9990836793953729] Predicted: 0.85952516388738 Movie Vector: [0.2797846779609995, 1.3172601848836782] User Vector: [0.020174130386389842, 1.3649441261332997] Predicted: 1.8036309645195403 Movie Vector: [0.06714129100288757, -0.1792481559383876] User Vector: [-0.013038997314893108, 0.7024497572648002] Predicted: -0.12678827874218854 Movie Vector: [-0.675114384186301, 1.2919587695763834] User Vector: [-1.632845395101209, 0.33272341384613563] Predicted: 1.5322223457470974 Movie Vector: [-0.5862060243729601, 1.1164216646283873] User Vector: [-0.4649854473578773, 0.6069102275553173] Predicted: 0.9501449970142443 Movie Vector: [0.1997521719154371, 1.3680915621579013] User Vector: [-1.1451145420543285, 0.6074183567798797] Predicted: 0.6022648117430678 Movie Vector: [-0.34951110621746756, -0.7377346151405014] User Vector: [0.40807168782824393, -0.14806497387951756] Predicted: -0.03339293050808434 Movie Vector: [-0.9398076006530529, 0.17248147053430302] User Vector: [0.09184086243808891, 1.063893777051275] Predicted: 0.09718922258825043 Movie Vector: [0.032830129009286, 0.6439237512637465] User Vector: [0.8245868092254722, 0.6617126393274005] Predicted: 0.453163776300562 Movie Vector: [0.7701549134933974, -1.7154532437520853] User Vector: [0.5576947634127497, -0.08389630855141955] Predicted: 0.5734315569152255 Movie Vector: [0.4698413361728908, -0.14584353585159865] User Vector: [1.3658285149483924, -0.12117652258071812] Predicted: 0.6593955069617609 Movie Vector: [0.3490255709329179, -0.6087506848508568] User Vector: [0.5352272242811177, -0.44697840218317497] Predicted: 0.4589063959761075 Movie Vector: [1.2874554904937674, 0.5724949974966086] User Vector: [-0.15508995624407207, -0.39858070608215523] Predicted: -0.42785687601756867 Movie Vector: [-0.6927013063576987, 1.585017797929417] User Vector: [0.14668563367568185, 0.4473929466882095] Predicted: 0.6075164530978473 Movie Vector: [0.47341702012474507, 0.363498728276212] User Vector: [-0.7552652224085217, 0.6391670298485903] Predicted: -0.12521900849044898 Movie Vector: [-1.7206022911952705, 0.9793704562456717] User Vector: [-0.2036119119437359, -0.5611866707836485] Predicted: -0.19927452359932968 Movie Vector: [0.4558454890344273, -0.20647841301248646] User Vector: [0.4341264848878142, -1.2697626013004375] Predicted: 0.4600731666256035 Movie Vector: [0.05979698754306864, -2.178878602547231] User Vector: [-0.6965784495023286, -0.40620910952985634] Predicted: 0.8434270440467075 Movie Vector: [0.45327618545487314, 1.1639086596600998] User Vector: [1.3860460486979698, -0.1451217877742812] Predicted: 0.459353160322774 Movie Vector: [0.26379784266739326, 0.5672154092474176] User Vector: [1.4364584484869336, -0.14310077328230764] Predicted: 0.29776567611125787 Movie Vector: [-0.5161762237548828, -0.6096172332763672] User Vector: [-0.4501811512344493, -0.9386959316176138] Predicted: 0.8046180233703355 Movie Vector: [0.3673942570501058, -0.38008939285381627] User Vector: [-0.929118783491728, 0.4548948349030024] Predicted: -0.5142536067828607 Movie Vector: [-0.42677561958007526, 0.2749760705711082] User Vector: [0.5599547578633108, -0.8500186959486008] Predicted: -0.4727098396478493 Movie Vector: [-0.3929092243243286, -0.8135336384043522] User Vector: [0.17770167917794738, -0.31130185681700756] Predicted: 0.18343390329143283 Movie Vector: [0.8963773772485127, 1.396206882136987] User Vector: [0.24246725061760854, -0.724380969393273] Predicted: -0.7940435365786801 Movie Vector: [-1.0974797477848892, 0.9107593861417024] User Vector: [-1.0254448095646926, 0.4542292853217673] Predicted: 1.5390984960356195 Movie Vector: [0.6589416201934107, -0.19965044059674913] User Vector: [0.6148784167211228, -2.0065444809058857] Predicted: 0.8057764698260111 Movie Vector: [0.276616740574184, -1.495782841200057] User Vector: [0.10097646221511414, 1.0222090342657335] Predicted: -1.5010709537217082 Movie Vector: [-0.11434137837655897, -0.70493243998329] User Vector: [0.6173478175423454, -0.41600947049033976] Predicted: 0.22267017069335948 Movie Vector: [0.08980385132601108, -0.6281036453631341] User Vector: [-1.9371318817138672, -0.5103015899658203] Predicted: 0.14656038538782687 Movie Vector: [-0.3140724375936966, 0.10389115623468087] User Vector: [-1.121743733109506, 0.025732051180129112] Predicted: 0.3549821211625491 Movie Vector: [-1.3133363228431847, 0.1022786617994088] User Vector: [1.1751675247771887, -0.7636899724463018] Predicted: -1.621499384127035 Movie Vector: [-0.3334471866913078, 0.20932457065175183] User Vector: [-0.7372357255624448, 1.3741735997647548] Predicted: 0.5334774773888519 Movie Vector: [-0.6774456489152496, -0.8941586180045584] User Vector: [-1.4336558533619141, 0.4532135472787221] Predicted: 0.5659791208062221 Movie Vector: [0.4828929901123047, 0.4394054412841797] User Vector: [1.336431431189542, -0.13290815146283855] Predicted: 0.5869528049433915 Movie Vector: [1.3097094250425154, 0.2256247294694088] User Vector: [-1.966791717656289, -0.2750795787832111] Predicted: -2.637990405255521 Movie Vector: [1.0045841798753277, 0.2773683359941329] User Vector: [0.07514760072699254, 0.4866340998908596] Predicted: 0.21046898137065478 Movie Vector: [-0.29803224809778817, -0.6008038294960171] User Vector: [-0.22407590830566426, -1.1242775931123774] Predicted: 0.7422521300553722 Movie Vector: [-0.21231126470609474, -1.3305106901733017] User Vector: [-0.6917040700453838, 0.4700179709856869] Predicted: -0.4785073690563326 Movie Vector: [0.6643710065293147, -0.13866318404916256] User Vector: [-1.0730032534026759, 1.5610218136076746] Predicted: -0.9293285065174036 Movie Vector: [0.2403545379638672, 1.635751724243164] User Vector: [0.09366005386354173, -0.13480032844769135] Predicted: -0.1979882507148135 Movie Vector: [0.7185546565971987, -1.6409816198584208] User Vector: [-0.6309035822184824, 1.3987245161079978] Predicted: -2.748619929045532 Movie Vector: [0.844445402459334, -0.13296364273006545] User Vector: [-0.006993266268239873, -0.3378267908576057] Predicted: 0.039013249175846115 Movie Vector: [-0.7362162587712637, -0.008578371974077958] User Vector: [0.1270500443917477, -0.34105602169396193] Predicted: -0.09061060294072545 Movie Vector: [0.8226682511928538, -1.025643886999926] User Vector: [-0.13248041576267472, 0.21872993651323022] Predicted: -0.3333264542414583 Movie Vector: [-0.9105205535888672, -0.4973316192626953] User Vector: [-0.2312766144429689, -0.46382673795741747] Predicted: 0.44125781366046735 Movie Vector: [0.42088678010629343, 0.4110537563509936] User Vector: [1.3888673920781769, -0.0851943784215855] Predicted: 0.5495364553762281 Movie Vector: [-0.6703080194111737, 1.653317592408209] User Vector:
avg loss: 14.923969690126087: 10%|████▋ | 7070/70000 [00:11<01:52, 559.23it/s]
[-0.7302379608154297, 0.3640460968017578] Predicted: 1.091368177502933 Movie Vector: [-1.0026932116271936, 0.637878685978957] User Vector: [0.6120131237864687, 1.8675895569108323] Predicted: 0.5776341678628588 Movie Vector: [-0.1296202074912906, -0.13305972758739332] User Vector: [-0.2672463565280191, 0.11893585386477487] Predicted: 0.018814955868832296 Movie Vector: [0.4941377450615236, 0.16690524573327664] User Vector: [-1.5078571117909554, 0.3552755137296854] Predicted: -0.6857917661732952 Movie Vector: [0.6123638153076172, 0.03552436828613281] User Vector: [-0.5091246326704031, 0.3643275569975387] Predicted: -0.29882699621756953 Movie Vector: [-0.2283305744962454, 1.8613871376179516] User Vector: [-0.5665584358794182, 0.570450186311219] Predicted: 1.191191252601509 Movie Vector: [-0.19409649636741494, -0.14167213850822796] User Vector: [0.22621398041378762, -1.4409272261394344] Predicted: 0.16023190053425945 Movie Vector: [0.6728589171413785, -2.3108258625777185] User Vector: [-0.12439584198917283, 0.35406830694006436] Predicted: -0.9018910523339315 Movie Vector: [-0.6283390656730873, -0.031791097330940654] User Vector: [0.0022126285741674856, 0.16021953653702198] Predicted: -0.006483835851340641 Movie Vector: [-0.9613020992146497, -0.07086886603075335] User Vector: [-0.19557458610307568, -0.1978934237910751] Predicted: 0.20203074271293972 Movie Vector: [0.9786337173498367, 1.4399297430050013] User Vector: [-0.7515939360052544, -1.5208443591022467] Predicted: -2.925444194683122 Movie Vector: [-0.7941130965775554, 1.8189807371528812] User Vector: [-1.1799990596887362, 0.0031594921873484075] Predicted: 0.9427997626759977 Movie Vector: [-0.5431487147782248, -0.8372431905851646] User Vector: [0.9936821167989274, -0.38346811232379374] Predicted: -0.21866109878779988 Movie Vector: [0.2810549128941332, 1.365655843150694] User Vector: [-0.753065445405929, -0.0751094112414739] Predicted: -0.31422634949967226 Movie Vector: [-0.8740727547177961, -0.0303909576591318] User Vector: [1.550950492053942, 0.8476703344575698] Predicted: -1.3814050822639126 Movie Vector: [1.0189936283642989, -0.31274437973519154] User Vector: [0.472973331393774, -1.7795274548716928] Predicted: 1.0384940211720834 Movie Vector: [0.6502500311568187, 1.4965457096056334] User Vector: [0.8429361549265304, -0.7378167979021396] Predicted: -0.5560573023712284 Movie Vector: [-0.34476167619776477, 0.7031483196054845] User Vector: [2.6927999944197154, -1.2121570498433332] Predicted: -1.780700432436754 Movie Vector: [-0.41595100203566093, 0.3723238205985401] User Vector: [-0.5875188219412351, -0.9234489080366809] Predicted: -0.09944298286649914 Movie Vector: [-1.1739905444594363, -1.1679581835534811] User Vector: [-0.7798836025020917, -0.7491311367303833] Predicted: 1.7905298168153903 Movie Vector: [-0.4904292716827349, 0.4252407283998523] User Vector: [-0.09425926904830688, 0.2455305228396647] Predicted: 0.15063708304544368 Movie Vector: [-0.4158137983183462, -0.012176965225664017] User Vector: [-0.3826653822725228, -1.2584272612453207] Predicted: 0.1744413710868915 Movie Vector: [0.16444047541383996, 0.7495381374118248] User Vector: [-1.2948881162701955, 1.217205826368883] Predicted: 0.6994101704961511 Movie Vector: [-1.25867568806028, -1.337289929493727] User Vector: [-0.6741885917944984, -0.9264795586020196] Predicted: 2.0875565732596058 Movie Vector: [-0.26033566832410376, 0.15995383676678165] User Vector: [-0.023773573106181237, -1.0944965114197327] Predicted: -0.1688798072863943 Movie Vector: [0.2842998504638672, 0.8130359649658203] User Vector: [0.446739426259024, -0.03770956850645096] Predicted: 0.0963487166626673 Movie Vector: [0.2502926801240959, -0.4820109822566888] User Vector: [0.9080331139814517, -0.2049102081783311] Predicted: 0.32604301245830614 Movie Vector: [-0.06569374545346271, 0.7331718593611276] User Vector: [0.8541818759336687, 1.818698461969865] Predicted: 1.277304126251121 Movie Vector: [-0.38283902772883993, -1.214635828879772] User Vector: [-0.22569215666707876, 0.9137324171517622] Predicted: -1.0234483660569988 Movie Vector: [-0.04975015533202244, 0.6354633280680996] User Vector: [1.1609492358583016, -0.19880793421946474] Predicted: -0.18409255634198815 Movie Vector: [-0.3301556230097381, 1.2049261695043814] User Vector: [1.267176272273773, 0.17414028852270386] Predicted: -0.2085391808296557 Movie Vector: [-0.47729766809615415, -0.33382240629151755] User Vector: [0.05606645425350816, -1.1288476179522056] Predicted: 0.3500742402876338 Movie Vector: [0.018375958094549033, -0.7943660903524302] User Vector: [0.11027325269046814, -0.7993276517504441] Predicted: 0.6369851583019788 Movie Vector: [-0.364873662093036, 0.097486136710871] User Vector: [0.10415933845627298, 0.29014900234519614] Predicted: -0.009719493954581701 Movie Vector: [-0.6752640182524561, -0.9389927392281167] User Vector: [-1.4317332074587328, 1.1737355869227708] Predicted: -0.1353312751600726 Movie Vector: [0.4248332977294922, 1.5270709991455078] User Vector: [-0.5808695937192969, -0.48643791803630887] Predicted: -0.989597982568526 Movie Vector: [-0.1704692840576172, 2.189817428588867] User Vector: [0.05171720250304945, -0.909252926990932] Predicted: -1.9999141010043413 Movie Vector: [0.401187339804599, 0.4246253747407693] User Vector: [-0.7272104906571161, -1.0881771637527973] Predicted: -0.7538152781676046 Movie Vector: [-1.3470348140252664, -1.4587142980144179] User Vector: [-0.5667966248702443, -0.10193218361764497] Predicted: 0.9121847198431279 Movie Vector: [-0.05929321119385538, -0.30999580820530404] User Vector: [0.23972424196452133, -0.21009863139438337] Predicted: 0.05091567493484089 Movie Vector: [1.159277504565753, 0.6334143568659643] User Vector: [0.29664422962826986, -0.18304404805398466] Predicted: 0.22795025429103358 Movie Vector: [-0.5754804599720841, 0.7611348222957608] User Vector: [1.0564650808714904, 1.340026645513813] Predicted: 0.41196593202037024 Movie Vector: [-1.093224525934969, 0.45049028621074755] User Vector: [-0.08400530228980825, -0.08293609244406555] Predicted: 0.0544747527494713 Movie Vector: [0.3127002716064453, -0.3430461883544922] User Vector: [-0.14635349693322636, 0.2558863004215589] Predicted: -0.1335455982533212 Movie Vector: [0.7418725581610818, -1.005630706941747] User Vector: [-0.23985307027685698, -1.0123037957605452] Predicted: 0.8400633709414091 Movie Vector: [1.0624414007328322, 1.5045414015475072] User Vector: [-0.7301192714598969, 0.10032847526995016] Predicted: -0.6247605966741125 Movie Vector: [-0.3436707671783698, 0.07771665963716425] User Vector: [-0.14600887231692453, -0.649953742896984] Predicted: -0.0003332526526197768 Movie Vector: [-0.9339851859180712, -0.8443029145968202] User Vector: [0.2139540262547968, -0.6750662158827284] Predicted: 0.3701304826261275 Movie Vector: [-0.8136997564926236, -0.11049385444041762] User Vector: [-1.2948560239199844, -0.5183607642459812] Predicted: 1.1108997101889173 Movie Vector: [1.2644481658935547, -1.2711429595947266] User Vector: [-0.45809215537854164, 0.5260866566163577] Predicted: -1.2479651353732337 Movie Vector: [0.5288120440321517, -0.04746590548123264] User Vector: [-0.6005198174879783, 0.49559065128737123] Predicted: -0.34108577117902134 Movie Vector: [-0.7535193673859804, -1.805023920263408] User Vector: [0.49668076268423894, 0.10511183145526945] Predicted: -0.563987944170071 Movie Vector: [0.20171719488641424, 0.4026637166169486] User Vector: [-1.3498046183157066, -1.0142865532447167] Predicted: -0.6806951944954835 Movie Vector: [0.6040133207641428, 0.40914199780977456] User Vector: [0.4906830870790925, 0.0031422917079624996] Predicted: 0.29766476437654055 Movie Vector: [-0.3098209479971169, 0.0888077569374575] User Vector: [-0.31223490064090687, 0.6391577005044451] Predicted: 0.15349907462545437 Movie Vector: [0.31439642465451406, 0.9495721078132775] User Vector: [-1.7066111683589433, -0.6280987656870266] Predicted: -1.1329775184558626 Movie Vector: [0.01606000486573194, 1.8061304739759136] User Vector: [0.19267613134015257, -1.4654066932506487] Predicted: -2.643621305841437 Movie Vector: [0.35968220564106607, -0.09202996479374195] User Vector: [-0.7892513237869482, 1.406826875006264] Predicted: -0.4133498847225372 Movie Vector: [1.3486194610595703, 0.47707557678222656] User Vector: [-0.06680914605942997, 0.15629605052083625] Predicted: -0.015535086101506584 Movie Vector: [-0.40257110043952, 0.2102843695397325] User Vector: [0.0002620314942025359, 0.00541009549306648] Predicted: 0.0010321722129383063 Movie Vector: [0.021195475398630693, 0.9692852455785945] User Vector: [1.4804073127330297, -0.04860237721036009] Predicted: -0.01573163035306146 Movie Vector: [-0.3568002554681267, -0.9657450819255817] User Vector: [0.1256882157182306, -2.460450021201956] Predicted: 2.3313219198218844 Movie Vector: [0.007023793956236812, -0.6244151750177092] User Vector: [0.6071353047271861, -0.1940208243920058] Predicted: 0.1254139403037753 Movie Vector: [-0.3053566676406831, 1.2015749311725334] User Vector: [-0.08359096434094854, 0.6344498273329158] Predicted: 0.7878640659259972 Movie Vector: [0.12413778020989785, 0.4982694122393311] User Vector: [1.0821462392386445, 1.0560305912122947] Predicted: 0.6605229739916778 Movie Vector: [0.2513467492017325, 0.4817970508729285] User Vector: [1.0247937046278377, -0.09230453572879424] Predicted: 0.2131065131642795 Movie Vector: [-1.293058094850581, -0.3569723140944746] User Vector: [1.1522847495873931, -0.023382935765576818] Predicted: -1.4816240623362928 Movie Vector: [1.5356564481933375, 0.9145296759179121] User Vector: [0.9496973516210203, -0.07931088869084046] Predicted: 1.3858767005177592 Movie Vector: [-0.43587533749551355, -0.5161303671840893] User Vector: [0.04145458396450098, -0.035130976917367523] Predicted: 6.313323963369477e-05 Movie Vector: [1.0396416748311184, 0.5298941327576718] User Vector: [1.686527515445852, 0.3844811150086162] Predicted: 1.957118577806084 Movie Vector: [0.27378500558755514, -0.6999680401353577] User Vector: [1.2089116443530237, -0.5042876714814516] Predicted: 0.6839671343753478 Movie Vector: [-0.4338579080326902, -1.008081886071827] User Vector: [1.1538208263911718, -0.10775610184661731] Predicted: -0.3919673155973377 Movie Vector: [2.0552998932876125, -0.40655749931742124] User Vector: [0.6910543878186277, -0.21270203408434404] Predicted: 1.5067996166166218 Movie Vector: [0.5682623032532734, 0.5430402210398826] User Vector: [0.5562584677504804, -1.4823674969224319] Predicted: -0.48888445510307016 Movie Vector: [1.1998488977188808, -0.234175382192382] User Vector: [-0.5237159590773959, -0.2809981410135147] Predicted: -0.5625771691496113 Movie Vector: [-0.814492728970272, -1.7119192606520501] User Vector: [-1.3281502478674556, -1.0131811508171966] Predicted: 2.816253046481676 Movie Vector: [1.354499310981619, -1.4072423909399756] User Vector: [-1.5166320566596534, -0.19753020043380382] Predicted: -1.7763042042168173 Movie Vector: [0.7919062234203407, -0.6673606241418599] User Vector: [0.09836531744040933, 0.684682373179311] Predicted: -0.37903394885409736 Movie Vector: [0.2568341592221083, 0.2507575453390142] User Vector: [0.21877982803648693, 0.5832058339496399] Predicted: 0.20243339653711293 Movie Vector: [-0.33149639395193387, 0.34748838067593263] User Vector: [1.4503171159096717, 0.11096841796214285] Predicted: -0.44221465814698996 Movie Vector: [0.7110361908086802, -0.40218506274632726] User Vector: [-0.42742178615461895, -0.1293736486826478] Predicted: -0.25188020968287056 Movie Vector: [0.05705492560200193, -0.789591359543521] User Vector: [0.5883980279767543, 1.5790094146148725] Predicted: -1.213201184707198 Movie Vector: [0.8714236954286799, -1.208891647284762] User Vector: [0.29166451979216673, 0.5464149910881874] Predicted: -0.4063931450149661 Movie Vector: [0.41334583298224126, 0.10288336884670617] User Vector: [1.8061956332642874, 1.0854660169722026] Predicted: 0.8582598391552299 Movie Vector: [1.2994438758774403, -0.8164002361865219] User Vector: [-0.5403293383126054, 0.17319671196744013] Predicted: -0.8435254861841718 Movie Vector: [-1.0830974578857422, -0.2907848358154297] User Vector: [0.6966191432741385, -1.3482366706731623] Predicted: -0.362459644272726 Movie Vector: [-0.18952436743190676, -0.10639986024569491] User Vector: [1.0628945638470095, 1.7974672441168484] Predicted: -0.39269468343016395 Movie Vector: [-0.10744467297313744, -0.6993978199584236] User Vector: [-0.7243312268086275, 0.2628908095242026] Predicted: -0.10603972727964806 Movie Vector: [-0.08586946596871745, -0.7019751747938847] User Vector: [-0.9772519452227565, 1.2713878682793474] Predicted: -0.8085666184130509 Movie Vector: [-1.7883331675555012, -0.05310741804636998] User Vector: [-0.24565741839838487, -0.281749733231462] Predicted: 0.4542803100450672 Movie Vector: [1.1213630857910826, -0.019831363729726003] User Vector: [0.6061056016681429, -0.0009221446156991928] Predicted: 0.6796827351871347 Movie Vector: [0.07005138624474659, 0.01231226525920609] User Vector: [-0.08513848421561729, 0.8384195310073739] Predicted: 0.004358774822181485 Movie Vector: [1.2270514349851762, -0.22194324966529957] User Vector: [0.7906098295519601, -0.8101327792884044] Predicted: 1.1499224275607676 Movie Vector: [0.01697691865333664, 1.531861362141823] User Vector: [-2.278108596801758, -1.908273696899414] Predicted: -2.9618860090031185 Movie Vector: [-0.5734380630744768, -0.6765129548838528] User Vector: [-0.8966089721516622, -0.8652567319099377] Predicted: 1.0995071007633843 Movie Vector: [-0.2433119769691522, -1.448869685902405] User Vector: [0.45172318919181315, -0.01921749497711904] Predicted: -0.0820660162937409 Movie Vector: [-1.4959399612759623, 0.9707401649893125] User Vector: [0.1682444635151169, -0.9564790405624771] Predicted: -1.1801762378801373 Movie Vector: [-0.23007201470081576, 0.33648983267448773] User Vector: [0.4690813350533115, -0.7360173575083487] Predicted: -0.3555848452877666 Movie Vector: [0.2942215528029305, 0.3504218802468485] User Vector: [0.47405679977751836, -0.7946737280056014] Predicted: -0.13899333420316617 Movie Vector: [-0.3142559851095154, -0.5635870302598651] User Vector: [1.192690410402782, -0.6502840039473642] Predicted: -0.008318469241609061 Movie Vector: [0.7053559958359876, 0.6162749634997158] User Vector: [0.8843033485235434, -1.1772222129269048] Predicted: -0.10174390728366045 Movie Vector: [1.2140617169138255, 0.5979773064315774] User Vector: [0.6522868980055896, -0.0014769527185844594] Predicted: 0.7910333671046735 Movie Vector: [1.575418219521325, -1.950419006262696] User Vector: [-0.3233725828779621, -0.18822724276051583] Predicted: -0.14232506698307862 Movie Vector: [0.22766464383126928, -0.03737403206265949] User Vector: [0.17155496518410732, 0.7130875432207142] Predicted: 0.012406043342311532 Movie Vector: [-1.1291836738993595, -0.0462980177980943] User Vector: [-0.008470787146671127, -0.3426351067648529] Predicted: 0.02542840082234868 Movie Vector: [1.289573408858576, 0.017006243482577843] User Vector: [-0.8288962736224881, 2.2825889550442695] Predicted: -1.030104329625397
avg loss: 14.936282331061454: 10%|████▋ | 7165/70000 [00:12<01:34, 666.45it/s]
Movie Vector: [1.9560950114837232, -0.3048074347820928] User Vector: [0.2256298065185547, -1.2497997283935547] Predicted: 0.8223015881759782 Movie Vector: [-0.24610408160158864, -0.7165923816609583] User Vector: [0.4556260162011506, 1.2739442855988652] Predicted: -1.0250301919916336 Movie Vector: [1.543378091333264, -0.7158369278564556] User Vector: [-1.4258991143463113, 0.3829585228501533] Predicted: -2.4748373060271014 Movie Vector: [0.14461600975762517, -0.08762499778567456] User Vector: [0.7597098491939321, 0.46189502469783505] Predicted: 0.06939265644763175 Movie Vector: [1.410754558525751, -0.09058954644581699] User Vector: [0.4047426403114, 0.6280037029698065] Predicted: 0.5141019542307276 Movie Vector: [1.1685520998471945, -0.8666632655110019] User Vector: [0.5548987306849509, -0.2649720369792667] Predicted: 0.8780696077819955 Movie Vector: [0.3001297471310328, -0.8341481206599323] User Vector: [1.8562734571537456, 0.886440475871749] Predicted: -0.18229977372371375 Movie Vector: [0.47239044430029303, 0.9701118547557253] User Vector: [0.030511173817821275, -0.41771270766682567] Predicted: -0.39081486263377624 Movie Vector: [0.7881795296601672, 0.7478992631835433] User Vector: [0.19597996192202524, -0.7135732721351421] Predicted: -0.37921353024682347 Movie Vector: [0.8439828604917154, -0.8227530249025623] User Vector: [-0.43224322963046696, 0.48974057367469737] Predicted: -0.7677414157800724 Movie Vector: [-0.15568622581964456, -0.14250579139535305] User Vector: [-0.11774443553388247, 0.7107021789601831] Predicted: -0.08294798967958812 Movie Vector: [-0.8187921314560602, 0.3084070837587428] User Vector: [-0.9639271111156552, -1.6563262755768107] Predicted: 0.2784331774750459 Movie Vector: [-2.0540332794189453, -2.2741031646728516] User Vector: [0.022646477517293404, 1.3765842361725087] Predicted: -3.1770111864007955 Movie Vector: [-0.30346737334949364, -1.689044850837443] User Vector: [0.7906010780565689, 0.008943804240566462] Predicted: -0.2550281190245318 Movie Vector: [1.1116944212767925, 1.1698956817038952] User Vector: [0.35130225264683745, -0.5661887963683669] Predicted: -0.2718410734510191 Movie Vector: [-0.46050380931402524, -1.2937453253687974] User Vector: [-0.04380648823338462, -1.1986988412304898] Predicted: 1.5709840770710841 Movie Vector: [0.7098772680996602, -0.3071342275962493] User Vector: [0.3353379756046632, -0.391575305216132] Predicted: 0.3583149849256311 Movie Vector: [-0.11786467695427802, 0.12816322239677302] User Vector: [0.4727791231905355, -0.28819669535084136] Predicted: -0.0926601757858442 Movie Vector: [0.8024516183669363, -0.07942658187916646] User Vector: [-0.30738672459976135, -0.7274811411995353] Predicted: -0.18888163419255594 Movie Vector: [2.2138661963731847, 0.16058795968464687] User Vector: [-1.5967613781724685, 0.51776237050276] Predicted: -3.451869636129763 Movie Vector: [0.8111726625225002, 0.5570684011649737] User Vector: [-0.7315408889288486, 0.3396771256879825] Predicted: -0.4041825772971725 Movie Vector: [0.7056580338027514, 0.1768957450625412] User Vector: [0.5272542174271174, -1.3119454612490953] Predicted: 0.13998360453475012 Movie Vector: [-0.25960886349288265, 0.7978651880447027] User Vector: [1.389150619506836, -0.8941173553466797] Predicted: -1.0740209254083144 Movie Vector: [1.1158888643671019, -0.27922387247105235] User Vector: [-1.0346052752172061, -0.07118030035541803] Predicted: -1.1346292665214486 Movie Vector: [0.3687796809318368, -0.3458388289174827] User Vector: [0.5427800511311414, -0.5339652730279061] Predicted: 0.3848321787788833 Movie Vector: [-1.4224935985492744, -0.4741807319008789] User Vector: [-0.11107173537822464, 0.1544878632459044] Predicted: 0.08474366449153768 Movie Vector: [0.4483069462530268, 0.4169147583818139] User Vector: [0.06393225514016199, -0.3314802016947452] Predicted: -0.10953771412896422 Movie Vector: [-0.08459662042936361, 1.4567738779605284] User Vector: [1.635580962795709, -0.04996407614161985] Predicted: -0.21115098285066433 Movie Vector: [-1.25153137493317, -1.242441414499025] User Vector: [-0.7373068020058614, 0.03255943487883166] Predicted: 0.8823094053358298 Movie Vector: [-0.908518194878013, -0.2206028692077966] User Vector: [-0.5901121307679674, 1.0684750459386847] Predicted: 0.3004189470099256 Movie Vector: [-0.027884779196966275, 0.9303255101034933] User Vector: [-0.34623047624004466, 0.06007837711889484] Predicted: 0.06554700722054001 Movie Vector: [0.7195604290265502, -0.31844128784961573] User Vector: [-0.3361170452828366, -0.5210911907237779] Predicted: -0.07591957544568473 Movie Vector: [1.2522569861314616, -0.05383378846970982] User Vector: [-0.039447230973379654, -0.393083973995688] Predicted: -0.028236871063039265 Movie Vector: [-0.3409648905560339, -0.8162139032245486] User Vector: [1.3973991288665153, -0.07686196547633019] Predicted: -0.41372823618612253 Movie Vector: [-0.9859266247886869, -0.0957853532501552] User Vector: [0.12824934834219132, 0.10059983733703481] Predicted: -0.13608043809860126 Movie Vector: [0.47877356231224144, 0.20229525166465592] User Vector: [-0.13040279619288167, 0.23838766806525227] Predicted: -0.014208717963732485 Movie Vector: [-0.31217145238479715, -0.7512829573419129] User Vector: [-1.145764320745696, 0.028978103036341463] Predicted: 0.3359041571505632 Movie Vector: [1.0393944065578569, 0.15549478757214363] User Vector: [0.49362884245230354, 0.6650784631866021] Predicted: 0.6164912921125623 Movie Vector: [-0.9237748365449128, -0.15455945058878762] User Vector: [0.11305653723453536, -0.6711384578693249] Predicted: -0.0007079928868777008 Movie Vector: [0.25061002190339254, -0.8443695181190076] User Vector: [-0.41693805550455804, 0.10986820302507522] Predicted: -0.19725821686723924 Movie Vector: [0.2634922210226717, -0.34710866769104487] User Vector: [0.8135854137954246, 1.4952109042658785] Predicted: -0.3046272372242458 Movie Vector: [0.16741999532230267, 0.2506741097800458] User Vector: [-0.9881046004274878, 1.1826683863497127] Predicted: 0.13103587733170172 Movie Vector: [-1.1125260908633832, -0.36063579072590196] User Vector: [0.2233317843772335, 1.200774250754231] Predicted: -0.6815046084428021 Movie Vector: [-1.1543585122482003, -0.5091192146431817] User Vector: [0.5625134669812754, -0.05121387316627099] Predicted: -0.6232682419788347 Movie Vector: [-0.8717162391370665, -1.0957487651537408] User Vector: [0.7073888961423622, -0.22984592976459783] Predicted: -0.3647889944373694 Movie Vector: [0.13988910210697497, -1.2526073745659274] User Vector: [-0.9333042301168777, 0.5949773110617532] Predicted: -0.8758320582790494 Movie Vector: [0.3235614625983607, -0.6867027041102542] User Vector: [1.024537446952217, -0.7386389184723549] Predicted: 0.8387261774986894 Movie Vector: [-1.1043593141808585, 0.4394972202716441] User Vector: [0.417977528290989, -0.22016553592022853] Predicted: -0.5583595175230043 Movie Vector: [0.9691333770751953, 2.0734691619873047] User Vector: [0.9284687042236328, 0.5848979949951172] Predicted: 2.1125779663634603 Movie Vector: [0.8428841949007564, -0.20838158323837655] User Vector: [-1.1469803398499354, 0.5550872967615279] Predicted: -1.0824415700560865 Movie Vector: [-0.7170255355544236, -0.43804399522812554] User Vector: [0.11305419058157566, -0.9195435745723025] Predicted: 0.32173779964357707 Movie Vector: [-0.26729104826134575, 0.8205694228637141] User Vector: [1.1316750402722897, -0.5853827977435546] Predicted: -0.782833832304356 Movie Vector: [1.7406558990478516, -0.6433773040771484] User Vector: [-0.08700705145158756, 0.25672358674300505] Predicted: -0.31661946649969636 Movie Vector: [-0.34139225401765483, 0.16289656680488013] User Vector: [-0.9751424028657517, 0.9208627190708867] Predicted: 0.48291143833778527 Movie Vector: [0.17500608457261158, -0.18371748453221967] User Vector: [-1.2101556573092478, -0.48660793548084313] Predicted: -0.12238621744912943 Movie Vector: [-0.9620563918492204, -0.0770613473823027] User Vector: [1.8630997664406244, -0.6010582920059692] Predicted: -1.7460886771197068 Movie Vector: [-0.34834982107473744, 0.30964426372336484] User Vector: [-0.7187522990020784, -0.7241324430317737] Predicted: 0.02615377759365517 Movie Vector: [0.3605179894885907, 0.9426084792240277] User Vector: [1.3334512123313462, 0.13315888820621047] Predicted: 0.6062498472580391 Movie Vector: [0.5952567832787814, 0.16838604566594326] User Vector: [-0.2429668012514377, -0.9654611276804679] Predicted: -0.30719781809076213 Movie Vector: [-0.40251215552409764, 0.21150138973891178] User Vector: [0.6212677148297402, 1.4206651113579214] Predicted: 0.050404838352137105 Movie Vector: [0.6622124868941746, -2.2805228920579235] User Vector: [-0.5454383992875191, 0.7601318165242031] Predicted: -2.0946941274047846 Movie Vector: [1.535993916579145, 0.5239486399946557] User Vector: [-1.7381969910007773, 0.5343335726570232] Predicted: -2.3898966552962357 Movie Vector: [-1.9342742219698292, -1.0957215617123195] User Vector: [0.20422797619193644, 0.772708551235542] Predicted: -1.2417063302614026 Movie Vector: [-0.05520187791178971, -0.4116844688265285] User Vector: [0.7877484949935827, -0.19651631239492684] Predicted: 0.037417517438221755 Movie Vector: [-0.24409787810115893, -0.1572032608997113] User Vector: [-0.4992052833631823, 0.043494141294445] Predicted: 0.11501752956432104 Movie Vector: [0.11659548657640777, 0.6069772992110529] User Vector: [0.4627825330785386, 1.2717916909263292] Predicted: 0.8259070403408761 Movie Vector: [0.6364498480191962, 0.32152855855020046] User Vector: [0.662398409262543, 0.9839133289930315] Predicted: 0.7379396013127615 Movie Vector: [-0.42841363015420164, -0.5224538432222582] User Vector: [-0.08650593482715419, 0.6459202022502044] Predicted: -0.3004031705113337 Movie Vector: [0.06471987784503325, -0.04879939182753232] User Vector: [-0.33311103686527627, 1.6488798610644912] Predicted: -0.1020232400313662 Movie Vector: [0.7689057323452295, 0.015583749111830657] User Vector: [0.14751882586300077, -0.24546647212375494] Predicted: 0.10960278291795622 Movie Vector: [0.035064234439365266, -0.9153328743821669] User Vector: [-1.662286306494296, -0.4942243027200981] Predicted: 0.394092954842047 Movie Vector: [-0.4816755405649437, -0.34617277724882334] User Vector: [0.27971136752941705, -0.6194440423810699] Predicted: 0.07970454034440116 Movie Vector: [0.10727031230650125, -0.41181928047325345] User Vector: [0.8439417848060552, 0.7563386155003917] Predicted: -0.2209449256048564 Movie Vector: [-1.2848311565586947, -0.17049851703962302] User Vector: [-1.1778825530951285, 0.5332253440064708] Predicted: 1.422466072582476 Movie Vector: [1.1367665913787899, 0.28668676313845254] User Vector: [-1.044536859920597, 0.9539745389100633] Predicted: -0.913902733144818 Movie Vector: [-0.1550090812133436, -0.3906493263544116] User Vector: [-0.052696844237815836, -1.2236755217464026] Predicted: 0.4861965076547618 Movie Vector: [-0.9236779128051955, 0.35932939499366845] User Vector: [-0.3778404555568982, -0.08932902088704645] Predicted: 0.31690434033144077 Movie Vector: [-0.009518023386585472, 0.062117269902488836] User Vector: [-0.043755990622809715, -0.4958836646944489] Predicted: -0.03038646889800924 Movie Vector: [-1.1806392669677734, -0.6316089630126953] User Vector: [0.4457681095999743, -0.258825567109322] Predicted: -0.36281478611263207 Movie Vector: [0.11106307153840356, -0.05428761528239459] User Vector: [-0.02578964821951623, -0.09337308299192808] Predicted: 0.0022047244620424997 Movie Vector: [0.25860304615897467, 0.31991062567650874] User Vector: [-1.9518705201918753, -0.6452746174920894] Predicted: -0.7111898688445856 Movie Vector: [-0.08371151799946439, -0.30385938604865076] User Vector: [0.13119865401185096, -0.4004199398375723] Predicted: 0.11068851859386382 Movie Vector: [1.5976996114372937, 1.2919819496372436] User Vector: [-0.06939066253038731, 0.8411873757030636] Predicted: 0.9759334711089043 Movie Vector: [-0.9802214934787759, 0.031021282607908596] User Vector: [-0.7016324705969765, 1.3844083070374391] Predicted: 0.7307013495391163 Movie Vector: [-0.7530492162827629, -0.47362899939501474] User Vector: [-0.005178478936691544, 0.17809796493333716] Predicted: -0.08045271142085253 Movie Vector: [0.8426562045017644, 0.2908442220534482] User Vector: [0.3045657334367535, -1.0587647668665465] Predicted: -0.051291409997790305 Movie Vector: [-0.3217208472125641, -0.035880632852569844] User Vector: [1.034688787607214, 1.5436151979761183] Predicted: -0.3882668435345617 Movie Vector: [0.4756730398530953, 0.9251715360146873] User Vector: [0.13748032370690133, -0.1310171126780371] Predicted: -0.05581761988289961 Movie Vector: [0.5484819108541299, 0.37265365918753324] User Vector: [-0.6338666242034907, -0.5157929917748324] Predicted: -0.5398765230379639 Movie Vector: [0.8488263417013704, -0.8163970894924222] User Vector: [0.45496753330912465, 0.38442611236882646] Predicted: 0.0723440676288839 Movie Vector: [-0.07635281259790254, 0.710476892905141] User Vector: [0.5075331650891846, -0.625857554154985] Predicted: -0.48340891511851963 Movie Vector: [-0.31541846927540135, -0.5470681477891803] User Vector: [1.0680737875649862, -0.3069919231249106] Predicted: -0.16894469637674486 Movie Vector: [0.6529905794848886, -0.18577252732906585] User Vector: [-0.5184044357373486, 1.8003262933669306] Predicted: -0.6729643784354119 Movie Vector: [0.8230709752406772, 1.3452766071603943] User Vector: [0.9486876014942309, -0.2330820417572999] Predicted: 0.4672774110353177 Movie Vector: [-0.3699545537983965, -0.03928476103069342] User Vector: [-0.7364438056577478, 0.005655728962283613] Predicted: 0.2722285555589674 Movie Vector: [0.5939870595683299, -0.7950033805271357] User Vector: [-0.5732453962482758, 0.46219075722987657] Predicted: -0.707943561774744 Movie Vector: [0.42109040796411823, -0.057474016415653084] User Vector: [-0.541879502350392, 0.016011205214363278] Predicted: -0.22910048898344462 Movie Vector: [-0.6690750717912659, -0.19686243591749908] User Vector: [-0.05525488383631674, 0.08277192067448991] Predicted: 0.020674983440051593 Movie Vector: [0.4056838830553477, 0.2537359641634657] User Vector: [0.533340222537312, 0.41766181519558376] Predicted: 0.3223433558414547 Movie Vector: [-0.9299198990154787, 1.34388025645759] User Vector: [-1.101217269897461, -0.4181194305419922] Predicted: 0.46214140487047406 Movie Vector: [-0.9361324956343285, 0.5563170205490922] User Vector: [-1.270464341038259, 1.3285321342613856] Predicted: 1.9284079928265885 Movie Vector: [-0.09768764420476445, -0.17889028978954485] User Vector: [-0.21682977410691154, -0.9208536788515138] Predicted: 0.1859133712894712 Movie Vector: [-1.0545672654775446, 0.6801649653264936] User Vector: [0.47618148032180285, -0.36034521364051136] Predicted: -0.7472595913153792 Movie Vector: [-0.16097020921197036, -0.5290729173572686] User Vector: [-0.22480439731830582, -0.9354571905736152] Predicted: 0.5311118757477156 Movie Vector: [0.5445361005363585, -0.46588673176714746] User Vector: [-0.03700173846469551, -0.1280329766863067] Predicted: 0.03950008269017134 Movie Vector: [-1.0061281389782384, 1.314944871255355] User Vector: [-0.2735328033481365, -0.47967867864222014] Predicted: -0.35554196794897197 Movie Vector: [0.1223403037846438, -0.3297133775923925] User Vector: [-1.1235616655353708, 0.7550328143503324] Predicted: -0.3864012948949156 Movie Vector: [1.0207806592849153, 0.3822520462208849] User Vector: [-0.9664901122276237, 1.2150312625845472] Predicted: -0.5221262276067771 Movie Vector: [-0.30808448791503906, -0.31014442443847656] User Vector: [-1.1542883488656517, 0.649152535050695] Predicted: 0.15428729551049444 Movie Vector: [0.5117371062913018, -1.1833395492387568] User Vector: [0.012032501126527984, 0.2817200429389053] Predicted: -0.32721299131491116 Movie Vector: [-0.7804431725064012, 0.7971037268148167] User Vector: [-1.2982393928319804, -0.9113531104454551] Predicted: 0.28675910963422735 Movie Vector: [-1.0214776375482915, 0.16432919778331395] User Vector: [0.691468966187623, -0.42549364617360086] Predicted: -0.7762411155568976
avg loss: 14.941342902842253: 10%|████▊ | 7297/70000 [00:12<01:45, 594.87it/s]
Movie Vector: [0.6673753631004293, 0.6054587811702867] User Vector: [-0.0180676382392968, 0.25193734726800704] Predicted: 0.1404797825778449 Movie Vector: [-0.03826728688805246, -0.3284233059178836] User Vector: [-0.47342044570760844, 0.4841822750301839] Predicted: -0.14090022741769223 Movie Vector: [0.5259199730504561, 0.028398918562684373] User Vector: [0.12784860137812226, -0.4125800936711461] Predicted: 0.055521304510569004 Movie Vector: [1.5898418426513672, -0.1681232452392578] User Vector: [-0.1000285923715182, -0.7051157244844166] Predicted: -0.040483297744206476 Movie Vector: [0.6008733524149196, -1.6348664755579079] User Vector: [1.0424950718033275, -0.07975748144605951] Predicted: 0.7568003412615922 Movie Vector: [-0.6743101011747008, -0.6762627459681756] User Vector: [-1.252931325790762, 0.15410385187382813] Predicted: 0.7406495550264527 Movie Vector: [-0.34736226279536975, -1.1505015377244885] User Vector: [-0.6005808703679689, -0.4680671477439473] Predicted: 0.747131103360357 Movie Vector: [-0.26586539171300516, -0.094625604499247] User Vector: [-0.7578604438505407, 0.08158176106543694] Predicted: 0.19376914031118586 Movie Vector: [0.5037593841552734, 0.6348323822021484] User Vector: [-0.66916329885143, 0.7808168530731948] Predicted: 0.15859053157133363 Movie Vector: [1.149367000747781, -0.2988747582296471] User Vector: [1.4891868603033502, 0.151644691340562] Predicted: 1.6662994647186464 Movie Vector: [1.4893160922857338, 0.0236303106172248] User Vector: [-0.011041536585306794, 1.1247999355228584] Predicted: 0.010135033738580494 Movie Vector: [0.2270083449230263, -0.6892305993682708] User Vector: [-0.47882916356162886, 0.4377627573990801] Predicted: -0.4104177035842773 Movie Vector: [-0.7034000411192299, -0.5488690411092187] User Vector: [0.6969974540394231, -0.19901651206215237] Predicted: -0.381034035690874 Movie Vector: [1.3536776672189914, 1.660206656271622] User Vector: [-0.6524396898715288, 0.21033185660841566] Predicted: -0.5339986890191133 Movie Vector: [0.25799985693457606, -1.31019117443216] User Vector: [1.2542126308777093, -0.45731598052221095] Predicted: 0.9227580409389776 Movie Vector: [0.7648777193329922, 0.730107660241669] User Vector: [-0.5227389998663677, 0.31654662249117727] Predicted: -0.1687183001197604 Movie Vector: [-0.1598651274329733, -0.973288491037763] User Vector: [-0.6455335605926423, -0.8715190676468123] Predicted: 0.9514377831870078 Movie Vector: [1.5276729963712672, -0.7260556466054979] User Vector: [1.8163771777227844, 0.5863236217018973] Predicted: 2.349126789357303 Movie Vector: [-0.46037510854718855, 0.5022491939956262] User Vector: [1.9283718774188785, -0.03286113933909174] Predicted: -0.9042788931328987 Movie Vector: [-0.992852828670907, -0.7388617402402688] User Vector: [0.17306199864231883, -0.6960912978679888] Predicted: 0.34249013282138274 Movie Vector: [0.9684204500207305, -0.12171377428876268] User Vector: [1.0896288259479319, 1.0860645105828712] Predicted: 0.9230298272759374 Movie Vector: [-0.5078704600487074, 0.18443234061850744] User Vector: [-0.0024166675080832672, 0.1949258261132646] Predicted: 0.037177980396180574 Movie Vector: [-0.5961894989013672, -1.9973278045654297] User Vector: [-0.8047007872560725, 1.2756165606743393] Predicted: -2.0680702654792484 Movie Vector: [0.5561505240984379, -0.22921778689362945] User Vector: [-0.009080432748218348, 0.06488367096067513] Predicted: -0.01992257889510266 Movie Vector: [-1.4846321132929419, -0.3870951555893048] User Vector: [-0.6018537764172951, -0.9090774817728846] Predicted: 1.2454309332253548 Movie Vector: [0.36178396470361723, -0.6822943970822573] User Vector: [0.48477221003010046, -0.07762081057044928] Predicted: 0.22834305627202517 Movie Vector: [-0.3638664805383434, 0.19944118782773518] User Vector: [-0.010807152418011013, -0.10069652503954839] Predicted: -0.016150674049029694 Movie Vector: [-1.1005055174160423, -0.24525430846261675] User Vector: [-0.7004799635014917, 1.041675956270997] Predicted: 0.5154065483754011 Movie Vector: [-1.437149901406307, 0.04975575993274908] User Vector: [0.6219434751034082, -0.7375647385403068] Predicted: -0.9305240979908314 Movie Vector: [-1.038890706467361, -1.0300302121903517] User Vector: [-0.8145859521756533, -0.3702651404739439] Predicted: 1.2276500565432191 Movie Vector: [-1.3549726266229716, -1.237873453524006] User Vector: [-0.9971228292437814, 0.6447657061130747] Predicted: 0.552935787666139 Movie Vector: [0.7210336079997159, 0.05295059395914316] User Vector: [-0.07793772835001062, 0.6128682127092389] Predicted: -0.02374398558987722 Movie Vector: [-0.03211990429841475, 2.002070604866535] User Vector: [0.564134178656002, 0.052896039375425356] Predicted: 0.08778166971750628 Movie Vector: [0.014762266818276498, -0.37001668609092575] User Vector: [0.4419012967583545, 0.49545345962474135] Predicted: -0.17680258239254187 Movie Vector: [-0.27876241304091287, -0.16906967864486] User Vector: [1.6851203290739425, -0.3686914790867699] Predicted: -0.40741365930865103 Movie Vector: [0.628619219397902, -0.1635408078035936] User Vector: [-1.2892483833180912, 0.2534039675463694] Predicted: -0.8518882018845945 Movie Vector: [0.9688665909276433, 0.784345114985604] User Vector: [-0.21638222778943134, 0.28309696276684815] Predicted: 0.012400208437763682 Movie Vector: [-1.405538244139868, -0.5918893363413381] User Vector: [0.9908994134444804, -2.0613143538554444] Predicted: -0.17267703679760693 Movie Vector: [0.41842828983973823, -0.09939003844796362] User Vector: [-1.2989165673337015, 0.4510568083214525] Predicted: -0.5883339914352289 Movie Vector: [-0.6500222430552597, 1.1997161333526636] User Vector: [0.7211925945771027, -0.002642631828500941] Predicted: -0.47196163604101465 Movie Vector: [-0.19982337951660156, -0.009050369262695312] User Vector: [1.9986122116544127, 0.49971295586589043] Predicted: -0.4038920332518734 Movie Vector: [-0.7027873336485784, -0.7386204885586115] User Vector: [1.1780065948398202, -0.6953356888101345] Predicted: -0.31429892762673817 Movie Vector: [-1.2018572461926074, -0.6340154944967313] User Vector: [0.7235986517498173, 0.4637145600575328] Predicted: -1.1636644990409297 Movie Vector: [-0.5554849398190678, -0.5494966497509483] User Vector: [0.8276016572989331, 0.08487306234195556] Predicted: -0.5063577202098666 Movie Vector: [0.2211885492765652, -0.19329832863159738] User Vector: [-1.690397320862685, -0.5185107376068575] Predicted: -0.2736692721456675 Movie Vector: [-0.20937993956965084, -0.541290186128173] User Vector: [0.23452370588108887, -0.23728799007178222] Predicted: 0.07933710094690212 Movie Vector: [0.7886981964111328, -0.7951450347900391] User Vector: [-0.3313610160524783, -0.31854019517141063] Predicted: -0.008058181149952937 Movie Vector: [0.8439412611601977, 0.5878364353461273] User Vector: [-0.7967210288753613, -0.6548269102183123] Predicted: -1.057316866573374 Movie Vector: [0.20264895624366194, -0.8317153621321294] User Vector: [-0.3981540659200563, -0.5880193304130407] Predicted: 0.40837920445230474 Movie Vector: [0.4663645736346275, 0.21688044823932257] User Vector: [-1.1591264576803484, 0.038097779636351276] Predicted: -0.532312852700257 Movie Vector: [0.22810561301261087, 0.19560926858798589] User Vector: [-0.20647646389173904, -0.40790584295316323] Predicted: -0.12688860396153545 Movie Vector: [0.624166305542057, 0.9689364890668021] User Vector: [-0.0005704921420280409, 0.6691623937637291] Predicted: 0.6480197784563342 Movie Vector: [-0.7081502626371139, -1.0881850585562343] User Vector: [-0.12590747231560975, -0.900521795647808] Predicted: 1.0690957725164494 Movie Vector: [-0.08065267224240866, 0.45140458394259253] User Vector: [0.9585984509345034, -0.05988447420457713] Predicted: -0.10434565283823921 Movie Vector: [-0.7056218774326465, -0.5019230347967008] User Vector: [-0.25710430943208085, -0.004744778822888707] Predicted: 0.18379993930371238 Movie Vector: [-0.4327193733960096, -0.34258704758396347] User Vector: [-0.91322770004499, -0.48793152880689833] Predicted: 0.562330340008432 Movie Vector: [-1.0319521419573998, -0.27171469246787455] User Vector: [-0.5724956966544359, -0.013604194033168426] Predicted: 0.5944846198219346 Movie Vector: [-1.4218975801781086, 1.525320557623667] User Vector: [-0.4933861813296248, 0.18097725557079897] Predicted: 0.9775929457103629 Movie Vector: [0.4746029538075202, 1.2426019963282056] User Vector: [-0.07567922670988854, 0.13375664181338648] Predicted: 0.1302886856010887 Movie Vector: [0.9497128976059837, -0.7311527068996546] User Vector: [-0.7316646171777462, -0.8711074104998509] Predicted: -0.057958782468335523 Movie Vector: [1.199463329561284, 0.19359016242020383] User Vector: [-0.6456456306713677, 0.6099795103845301] Predicted: -0.6563422253934361 Movie Vector: [0.7814548453497677, -0.005297561998705548] User Vector: [-0.9441935387856186, -0.4987673294975553] Predicted: -0.7352023649810234 Movie Vector: [0.07366303117416628, 1.368028153170794] User Vector: [0.026636983096117645, -0.9723374249253695] Predicted: -1.3282228107633038 Movie Vector: [-0.5396084607466061, 0.3500793972878122] User Vector: [-0.1384904169731237, -0.8166891637440166] Predicted: -0.2111754494839697 Movie Vector: [-1.1793005260339724, 2.351380608083253] User Vector: [0.21973330290210066, -1.8609843374255937] Predicted: -4.635014082668832 Movie Vector: [0.2936267852783203, -1.6663265228271484] User Vector: [-0.014390420722402215, 0.29422254718048413] Predicted: -0.4944962469561242 Movie Vector: [-0.38765882952582903, -0.5322855726634347] User Vector: [0.03554272016275925, -0.1900995700755641] Predicted: 0.08740880922428504 Movie Vector: [-1.133503726117786, -0.2652103538576765] User Vector: [-0.015266405972891695, -0.25986443222180783] Predicted: 0.0862232660792694 Movie Vector: [0.6634243607017074, 0.6605520396360531] User Vector: [0.869403207040714, -0.15021943559210343] Predicted: 0.4775555122496592 Movie Vector: [0.061106612332844076, -1.2023838864342038] User Vector: [0.4325889619419087, -0.05192651522944469] Predicted: 0.08886965118741624 Movie Vector: [0.25750160217285156, 1.866769790649414] User Vector: [0.005356665064788654, 0.18215820412489614] Predicted: 0.341426782415792 Movie Vector: [2.030192803884265, -0.31045411523249167] User Vector: [-0.37244652518033056, 0.9377303804727015] Predicted: -1.0472605108490871 Movie Vector: [0.06840959642579986, 0.329793782048801] User Vector: [-0.29900855350776323, -0.05301300137835005] Predicted: -0.03793841269565263 Movie Vector: [-1.087810982024806, -0.42695915320198624] User Vector: [0.23840612958122187, -0.7242862405420312] Predicted: 0.04989983399719361 Movie Vector: [0.19350183959965217, -1.4675590457471857] User Vector: [-0.9854260116278267, 1.542743262804889] Predicted: -2.454748576634175 Movie Vector: [-0.015217764029050802, 0.004112691660343393] User Vector: [-0.31661080352864046, -0.20681642467145306] Predicted: 0.003967536312178692 Movie Vector: [-0.6279401469453157, -0.0029048330813979187] User Vector: [0.7190649548780915, -0.38672684445806316] Predicted: -0.4504063764981292 Movie Vector: [1.3173356394669327, -0.17895607845889727] User Vector: [-1.424150224026769, 1.0143533150106485] Predicted: -2.057608537491367 Movie Vector: [-0.44126133092492303, -0.4265229744690828] User Vector: [-0.9142881361674349, 0.7362393669087995] Predicted: 0.08941699511893392 Movie Vector: [-0.42977574307874206, -0.0769810695063262] User Vector: [0.13210917649746107, 0.8538613784916979] Predicted: -0.12250848162315392 Movie Vector: [2.526841258214676, -0.576724729183313] User Vector: [-0.003908669940308224, -0.8193933164234019] Predicted: 0.4626878000389888 Movie Vector: [-0.2708938226247326, -0.24018623577451065] User Vector: [-0.3134381706560867, 1.908642679624713] Predicted: -0.3735212364521045 Movie Vector: [-1.2639331817626953, -0.029516220092773438] User Vector: [0.9216467395046899, -0.25831535317679527] Predicted: -1.157275403105668 Movie Vector: [0.4725407458020462, -0.6970848205355871] User Vector: [0.7600066697269334, -0.30099026456353634] Predicted: 0.5689498630835261 Movie Vector: [0.24562124446276884, 0.19184067955271797] User Vector: [1.1329393824971294, 0.08218268840463161] Predicted: 0.29403996382083963 Movie Vector: [-0.9202075256388095, -0.6103182559078768] User Vector: [-0.6881805312462443, -0.02061182729161834] Predicted: 0.6458486783346028 Movie Vector: [-0.6119435229520583, -0.23625487047301952] User Vector: [0.021903177054459405, 0.3121260213213809] Predicted: -0.08714480006909034 Movie Vector: [1.9623603387648259, -0.13966835399051217] User Vector: [-1.211284211545285, -0.12870440428005067] Predicted: -2.359000163411366 Movie Vector: [0.6240839904098394, -0.7571014534208024] User Vector: [-1.2086474931424176, -1.4783552898196188] Predicted: 0.3649673880755958 Movie Vector: [-1.0834445674946762, 0.23469327205270377] User Vector: [1.0490710205446814, -0.09764943504829411] Predicted: -1.159527963550813 Movie Vector: [0.4004160373055088, -0.515888390358682] User Vector: [-0.04505393864047107, -0.4874128946555664] Predicted: 0.23341033408850304 Movie Vector: [0.07406512409874595, 0.060435240019963476] User Vector: [-0.2963011572817949, 0.08911007323822277] Predicted: -0.016560193320329663 Movie Vector: [1.0833552742903132, 0.2532058908844642] User Vector: [0.22120020719346778, -0.407539241855101] Predicted: 0.1364470743328534 Movie Vector: [0.6227509180915347, -0.08913242289085976] User Vector: [-0.9273145899811049, -0.33110288547124134] Predicted: -0.5479740098622016 Movie Vector: [0.4451384701669152, -0.20863684607181737] User Vector: [1.311288850089742, -0.7158436379781581] Predicted: 0.7330564715842198
avg loss: 14.935461219515714: 11%|████▉ | 7419/70000 [00:12<01:47, 582.44it/s]
Movie Vector: [0.7069215420432657, 0.16392170927730393] User Vector: [1.1628482397170075, 0.10554278295287145] Predicted: 0.8393432241665623 Movie Vector: [0.11420374215378463, -0.2825732586628086] User Vector: [-0.2531572843734239, -0.13015019117528437] Predicted: 0.007865454407052785 Movie Vector: [0.3948069780581986, -0.5765696068410564] User Vector: [-0.6323321844315344, -0.5795544975223492] Predicted: 0.08450434991507333 Movie Vector: [-0.3439566299831511, -0.8927868772485765] User Vector: [0.643190120429818, 0.2033945341144733] Predicted: -0.402817477222987 Movie Vector: [0.12257666525541952, -0.04576229742773863] User Vector: [-0.48111097142359893, 1.1591448688608341] Predicted: -0.11201811074554677 Movie Vector: [-0.0634165909025326, -0.8314800554535724] User Vector: [-0.4126872298155678, 0.9003782592741696] Predicted: -0.7224753477265642 Movie Vector: [-0.3324424297833609, 1.0729023700359113] User Vector: [-0.8235238595936805, 1.0142548800754947] Predicted: 1.3619707375213816 Movie Vector: [0.30756506201582057, -0.16828037216462366] User Vector: [0.2735573022181051, -0.6225220755019076] Predicted: 0.18889491516774704 Movie Vector: [0.7423592711474839, -0.8324739120827495] User Vector: [-0.836296975312515, 0.5083772261575181] Predicted: -1.0440435913289698 Movie Vector: [-1.796575464830668, 0.7216640633913092] User Vector: [-0.684202650363316, -0.04301681826200057] Predicted: 1.1981780027537285 Movie Vector: [0.6751625154919264, -0.164059663461874] User Vector: [-0.005228282330827814, 0.07339593381465964] Predicted: -0.015571252451286738 Movie Vector: [-0.7775122173207284, 0.28982806498468205] User Vector: [0.513284099799707, -0.5366181380004689] Predicted: -0.5546116551231033 Movie Vector: [-1.2950270838497366, -0.12958386912978206] User Vector: [-0.3906645581366002, 0.37119964710107883] Predicted: 0.4578196969961198 Movie Vector: [-0.8639762630383425, -0.26878562525373995] User Vector: [-0.027248779300718173, 0.09427903112390909] Predicted: -0.0017985498163656868 Movie Vector: [0.9057927274912452, 0.49763497737298534] User Vector: [1.700922081409059, -0.6140488308452287] Predicted: 1.235110675326024 Movie Vector: [0.07060091561169674, 1.4579722976401164] User Vector: [0.11168029657820092, 0.051294740761784696] Predicted: 0.0826710422395202 Movie Vector: [-0.700941591720538, -1.1512371363025211] User Vector: [-0.7905382557585011, 0.2538183397368729] Predicted: 0.26191604472760355 Movie Vector: [-1.3714023384348255, 0.8762727678713469] User Vector: [0.013362272531398683, -0.4165524701987374] Predicted: -0.3833386378210579 Movie Vector: [-0.3313710479768267, -0.14959943195741057] User Vector: [-0.7507614698939853, 0.4570729632675289] Predicted: 0.18040275939148 Movie Vector: [0.5149015793136404, -0.6942044768746769] User Vector: [0.5611322396313758, 0.292773397684535] Predicted: 0.08568327300758122 Movie Vector: [0.25630213165433746, -0.2992871464212985] User Vector: [0.5595650502952321, -0.013665870358054139] Predicted: 0.14750773453275998 Movie Vector: [0.44924592083020787, -1.010282012130249] User Vector: [0.43757354565048234, 1.197782177379364] Predicted: -1.0135196578098846 Movie Vector: [-0.20617836577746645, -0.7171933261938062] User Vector: [0.4581887963663238, -1.0057415054361785] Predicted: 0.6268424783225858 Movie Vector: [0.0779347599499814, -0.29918858374132185] User Vector: [-1.3408418994369593, -0.3153911446204687] Predicted: -0.010136761679944081 Movie Vector: [0.6661898788304588, 0.6243884047137365] User Vector: [1.4842375030770691, 0.12655514666734227] Predicted: 1.0678035684664702 Movie Vector: [-0.25881717707434904, -1.6885397381758596] User Vector: [0.6170490667526287, -1.0484266661499646] Predicted: 1.6106071907841737 Movie Vector: [0.6280122353510883, 0.4249733273902394] User Vector: [1.8474874005537736, 0.0553803023853643] Predicted: 1.1837798435813325 Movie Vector: [0.17561370263608106, 0.691717815835802] User Vector: [1.144259949777764, -0.7942442224836279] Predicted: -0.34844515225793066 Movie Vector: [-1.0053638208891926, 0.28635249786531636] User Vector: [0.6883532061236565, -0.13219874533001294] Predicted: -0.7299008503697153 Movie Vector: [-1.9164049733559914, -0.5880844957588867] User Vector: [0.7053659435335848, 0.09035922853919166] Predicted: -1.4049056635763357 Movie Vector: [-0.2426842091716981, -0.006738359653020415] User Vector: [0.43617057808648596, -1.0823320785810937] Predicted: -0.09855856899740068 Movie Vector: [0.9311952885585595, 1.3187116603095619] User Vector: [0.04098433362882742, -0.7058865453009593] Predicted: -0.8926963997641326 Movie Vector: [0.920301332987728, 0.8478839608475566] User Vector: [1.7626223721075178, 0.8186564830420522] Predicted: 2.3162694200197658 Movie Vector: [0.8344396169355534, -0.3845943395171842] User Vector: [-0.33612203139648333, -0.743238454201685] Predicted: 0.005371763275388353 Movie Vector: [0.6330292216322676, 0.22169092357396997] User Vector: [-1.6939674315515485, -0.44803497667756104] Predicted: -1.1716561724385788 Movie Vector: [0.15977040480318724, -1.1087540058268222] User Vector: [0.27011009085808557, 1.7101945248941208] Predicted: -1.8530294316616334 Movie Vector: [0.7512457828497283, -0.7176799861782087] User Vector: [1.5721404844214384, 0.2089424720160062] Predicted: 1.0311100785404466 Movie Vector: [-0.11504514443503813, -0.6046606035275746] User Vector: [-0.1691127620907634, 0.3878722090995244] Predicted: -0.2150754419051519 Movie Vector: [-0.26413609013067885, 0.5279286620063709] User Vector: [0.26791864853269376, -0.589078036459103] Predicted: -0.3817581639017157 Movie Vector: [0.7346324043268662, 0.15387399032910457] User Vector: [0.6259767860540099, -0.16889682432350783] Predicted: 0.43387400307908963 Movie Vector: [0.4421121567617511, -0.5658791728080028] User Vector: [-1.7925202995012195, -0.38627342870493725] Predicted: -0.5739109273384432 Movie Vector: [-0.8175617771954788, -0.2167746518456745] User Vector: [0.3693493740133679, 0.8456804475970452] Predicted: -0.48528801522495035 Movie Vector: [-0.2738772595626104, 0.9150559725685588] User Vector: [-0.19543406085171267, -0.28313973212230853] Predicted: -0.2055637579387207 Movie Vector: [0.4452893076703402, 0.7909882135034836] User Vector: [-0.580534573209701, -0.6551988756545817] Predicted: -0.7767604263267529 Movie Vector: [0.23880145108406048, 0.11742219520684022] User Vector: [-0.10060115557969512, -0.4640255168129932] Predicted: -0.07851059674933474 Movie Vector: [-0.10518077423947703, -0.2599887361189572] User Vector: [-0.7767698722647944, -0.13569729839297734] Predicted: 0.11698102567465793 Movie Vector: [0.7891443932563218, -0.4847518682879205] User Vector: [-0.5707760260930876, 0.4500815182927931] Predicted: -0.6686025576707795 Movie Vector: [-0.9416951182244765, -0.7205723925664622] User Vector: [0.0886652931449898, -0.4718535620231303] Predicted: 0.25650897641743553 Movie Vector: [-1.1743466154913886, 0.30816653930024085] User Vector: [0.5178884027786926, -0.3975690458815884] Predicted: -0.7306979700076266 Movie Vector: [-0.4105663299560547, -0.05009651184082031] User Vector: [-0.13507344592806553, 0.2809196223643291] Predicted: 0.04138351578111008 Movie Vector: [-0.9307487586113796, -0.7788260630999785] User Vector: [0.6352954244155838, 1.9144634751184746] Predicted: -2.0823344789015192 Movie Vector: [0.5031126024446666, 0.5433747424894825] User Vector: [1.772860157589307, -0.5745266511834806] Predicted: 0.5797650165150496 Movie Vector: [-0.36581962239940996, 0.1812426290666962] User Vector: [-0.31514593168310734, 0.04670928362171556] Predicted: 0.12375227909444628 Movie Vector: [-0.5075954624434296, 0.1699710568930235] User Vector: [-0.587315389277073, -0.0035532080460045218] Predicted: 0.29751468409329856 Movie Vector: [1.0707101085540913, 0.011921844068711288] User Vector: [0.27040642670102955, -0.18004499916506042] Predicted: 0.28738042608138614 Movie Vector: [0.5439787337028292, 0.19280620140182897] User Vector: [0.41410873872791576, -0.5015676299113249] Predicted: 0.12856099783916647 Movie Vector: [-0.18757988291055902, -0.8433362177827378] User Vector: [-1.5573930260738669, 0.9989985150472492] Predicted: -0.5503560277738615 Movie Vector: [0.3660851246746607, -0.40404004320176906] User Vector: [-0.5483039169721717, 0.7444620052478942] Predicted: -0.5015183685667971 Movie Vector: [0.8923137444433584, 0.25906659585144776] User Vector: [0.47075927133863393, 0.7023071106884908] Predicted: 0.6020092805479367 Movie Vector: [-0.5610113489061226, -0.33009311397087115] User Vector: [1.0089004906068633, -0.40962328152261646] Predicted: -0.4307908005946379 Movie Vector: [0.4304428717439853, 1.1636901477619825] User Vector: [0.9181609450026783, 0.5222409318495915] Predicted: 1.0029424610415307 Movie Vector: [1.201480778964477, -0.16369640070553204] User Vector: [-0.36169595370553714, 0.0709436030821114] Predicted: -0.4461839486840517 Movie Vector: [-0.26312122939063676, 0.3590028060960407] User Vector: [0.8956588194821979, 0.5678487519987543] Predicted: -0.03180755429103485 Movie Vector: [0.4306886354083287, 0.4833199043168642] User Vector: [0.47321377593036035, -1.4120669591810382] Predicted: -0.47867227218851527 Movie Vector: [0.45041687568951805, -1.266636112792052] User Vector: [-0.058446068473074736, -0.1466778488588852] Predicted: 0.15946236475334052 Movie Vector: [1.0616070550461891, 0.6512817882468693] User Vector: [-1.35076951113957, -0.07279325393856334] Predicted: -1.4813953633644754 Movie Vector: [-0.9747007842435705, 1.2000370321267462] User Vector: [0.5583245756011863, -0.30722413982279495] Predicted: -0.9128797466515743 Movie Vector: [0.7185595237173401, -1.1040237491106681] User Vector: [0.6450974426171162, -0.716824858452691] Predicted: 1.2549325788028929 Movie Vector: [-0.5142117624830876, -0.0085785533527334] User Vector: [1.1104739194380233, -0.31024820234527717] Predicted: -0.5683572705493196 Movie Vector: [-1.4512980097001331, -1.4774648952123564] User Vector: [0.04595346529780628, -0.7205530948087132] Predicted: 0.9978997299909641 Movie Vector: [0.3498246487576526, -0.19299020742381207] User Vector: [0.4575918893449743, 1.9658269968082636] Predicted: -0.21930843790890003 Movie Vector: [-0.31883807848986656, 0.24816490393901722] User Vector: [-2.0704531904747125, -0.47880260851196865] Predicted: 0.5413173135070475 Movie Vector: [-0.21678037783099455, 0.011055345552343679] User Vector: [1.2200440034914006, 0.1713428625204267] Predicted: -0.262587345494214 Movie Vector: [-0.17107781191014973, -0.13204026540604696] User Vector: [-0.8128433993941837, -0.49965776547233426] Predicted: 0.20503441415912427 Movie Vector: [-0.10159319245133003, -0.007557734170115016] User Vector: [-0.48416389681022504, -0.6332123172512334] Predicted: 0.05397340631365444 Movie Vector: [0.15143394470214844, 0.7746028900146484] User Vector: [-0.29003427500496903, 0.2507959346043589] Predicted: 0.15034622138563097 Movie Vector: [-0.4511583160687076, -0.5852193738369693] User Vector: [0.28791063422531304, -0.35620200991446804] Predicted: 0.07856304028624908 Movie Vector: [-0.8989142500957594, -0.6212729454904855] User Vector: [0.5235455289547661, -2.301710503800572] Predicted: 0.9593679278112094 Movie Vector: [-1.2069327639025476, 2.186909580863857] User Vector: [0.3080149922716975, -0.34682907845251965] Predicted: -1.130237220535899 Movie Vector: [-0.695360502535473, 0.3908061043355274] User Vector: [-0.014430861311788168, -0.33603358985505416] Predicted: -0.12128932720335138 Movie Vector: [0.31796557888791155, -0.05442693160459557] User Vector: [-0.1443387770021326, 1.35377247846677] Predicted: -0.11957644487915098 Movie Vector: [-0.5270953639179106, -0.8423252533079928] User Vector: [0.74207040793701, -0.26250894078291576] Predicted: -0.17002396168368822 Movie Vector: [-0.39407287854709006, -0.039099537519062255] User Vector: [1.1891851407408662, -0.9440826999592207] Predicted: -0.4317124145890264 Movie Vector: [-0.4724370236177342, 1.1990654162533954] User Vector: [-0.25223731994628906, -1.1843204498291016] Predicted: -1.300911444471001 Movie Vector: [-0.08918501820150085, 0.9409624098830479] User Vector: [-0.9162746158885926, 0.4980512005669837] Predicted: 0.5503654262262515 Movie Vector: [0.10938255195414961, -0.8431526220285299] User Vector: [-0.20517428476802696, 0.03866102833516792] Predicted: -0.05503963427441032 Movie Vector: [-0.8074283599853516, 0.7108974456787109] User Vector: [0.6024559629938889, -1.2379448313255856] Predicted: -1.366491848644073 Movie Vector: [-0.13190203311493806, -0.5659981243037511] User Vector: [-0.13717472202538844, -1.0833064071714777] Predicted: 0.6312430192324172 Movie Vector: [-1.021339177277457, -1.7243669356935278] User Vector: [0.9774010812650893, -0.8246077054642243] Predicted: 0.42366824601123254 Movie Vector: [1.75348522795336, -0.9510267636065317] User Vector: [0.39141108305874, -1.083574868857453] Predicted: 1.7168422528556015 Movie Vector: [0.03835591535324229, -0.692193127426575] User Vector: [0.146837298781138, -0.25438049015312886] Predicted: 0.1817125060381474 Movie Vector: [0.06358593132448445, -0.735901530418256] User Vector: [-0.7686244847503142, -0.22732889968077222] Predicted: 0.11841798148172775 Movie Vector: [-0.3830003659119274, -0.5572012776561899] User Vector: [-1.4637681431288585, -0.7422907258865606] Predicted: 0.9742290752849074 Movie Vector: [-0.9409682202341217, 0.46394863443622625] User Vector: [-0.45408739489641553, -1.0240016432395898] Predicted: -0.047802356235030485 Movie Vector: [-0.6713853063545129, 0.555494112670657] User Vector: [-0.11209982049231106, -0.2811417383439761] Predicted: -0.08091040815255686 Movie Vector: [-0.6047220361752419, 0.6945064689053912] User Vector: [0.9921360598386255, -0.0540373594986295] Predicted: -0.6374958340028596 Movie Vector: [-1.1748861252633462, -1.071702440412759] User Vector: [1.6233565993580172, 0.16054236300856575] Predicted: -2.079312787166334 Movie Vector: [-0.7793553196368881, 0.471514200803258] User Vector: [-0.07023165087428568, -1.267866225585644] Predicted: -0.5430815193667029 Movie Vector: [-0.26496733427694974, 1.0530156610216206] User Vector: [0.4311468525045684, -0.5842070754323212] Predicted: -0.7294190318999062 Movie Vector: [-0.6547641754150391, 1.1011409759521484] User Vector: [0.3202346733324257, -0.32598244196746684] Predicted: -0.5686308161151311 Movie Vector: [-0.7968738091085021, 0.15525933781997298] User Vector: [0.9955836666544636, 0.7315510733651592] Predicted: -0.6797744135009867 Movie Vector: [-0.6320152604710456, 0.2763967693071963] User Vector: [-0.604657502024541, -0.521047529851507] Predicted: 0.23813691473136064 Movie Vector: [-0.8344753215450069, -0.8445177123481136] User Vector: [0.24251358806306691, 0.41574472394145534] Predicted: -0.553475387561797 Movie Vector: [-0.2510099323211539, -0.5273610894720204] User Vector: [0.6986575918957173, 0.6957510371775141] Predicted: -0.5422820198246263 Movie Vector: [1.1816744244301842, -0.7786505152023301] User Vector: [0.46794758782358836, 1.098624061084155] Predicted: -0.30248249467192145 Movie Vector: [-0.2001560257239826, -0.14991474817723655] User Vector: [1.2386838684046282, 0.3630936330692795] Predicted: -0.302363130794618 Movie Vector: [0.02457640741782361, 1.5220893832859423] User Vector: [0.4443292099712235, 0.3163916115226735] Predicted: 0.492496328551284 Movie Vector: [-0.019350051879882812, -1.3665485382080078] User Vector: [0.854229997864248, -0.43998706508998375] Predicted: 0.5847342858531236 Movie Vector: [1.29287246312436, -0.2893896315199699] User Vector: [0.48838584319424727, -1.0285885058896016] Predicted: 0.929083456750682 Movie Vector: [1.389102453224733, 0.9855535755524264] User Vector: [0.7685657046632507, 0.39199325345910574] Predicted: 1.4539468583511672 Movie Vector: [-0.46134952495811266, -1.3168870654045919] User Vector: [0.9447085075168232, -0.07524017228575411] Predicted: -0.33675801148485135 Movie Vector: [-0.042905006203811935, -0.7570721170848085] User Vector: [-0.44829145178550106, 0.6418319452220296] Predicted: -0.46667912206193 Movie Vector: [-0.6079150574229176, -0.1788481794475724] User Vector: [-0.4439904660342204, 0.3319873666918902] Predicted: 0.21053315352198285 Movie Vector: [-0.14209393575702658, -0.09932004853100676] User Vector: [0.5333569036146869, -0.45930166568979425] Predicted: -0.030168917871109334 Movie Vector: [-2.640998414619017, 0.1755614292111258] User Vector: [-0.6175483398886338, 0.09905000253580151] Predicted: 1.6483335466050386 Movie Vector: [-0.3511158347962526, -0.39129974277461904] User Vector: [0.37475548259431485, -0.36010022156672716] Predicted: 0.009324539956568317 Movie Vector: [0.8956205716213554, -0.3209294080649648] User Vector: [0.012987929705211515, 0.23748141056316038] Predicted: -0.06458251149170842 Movie Vector: [0.5549165249237261, -0.220400322061521] User Vector: [0.20829713393618088, -0.45947254960918543] Predicted:
avg loss: 14.908727510237641: 11%|████▉ | 7537/70000 [00:12<01:47, 579.09it/s]
0.21685541962773008 Movie Vector: [-0.4475888879233795, 0.10695393432905795] User Vector: [1.0571337343095268, 0.24846623530185138] Predicted: -0.44658687111242795 Movie Vector: [-0.827950453184526, 0.40446606400732554] User Vector: [-0.27061523093207596, 0.3501266869648723] Predicted: 0.3656703660694543 Movie Vector: [-0.005588822388207945, -0.571728498713758] User Vector: [-0.651427445891073, -0.6364765277859504] Predicted: 0.367532481991496 Movie Vector: [1.1924042735186138, -0.43631084063798686] User Vector: [-0.16411497342387588, -0.37157924819173777] Predicted: -0.03356734151685506 Movie Vector: [-1.4567208425334468, 0.7477773150814664] User Vector: [-0.036394727731518806, -0.17646415449075148] Predicted: -0.07893893320838175 Movie Vector: [-0.3452022963049418, 0.18359658403204582] User Vector: [-0.4555985693932003, -0.15478938909876164] Predicted: 0.1288548692648393 Movie Vector: [0.747324280003314, -0.48807126238301407] User Vector: [0.7313547206044791, -0.12302200482539652] Predicted: 0.6066026451987877 Movie Vector: [-0.17320899843690157, 0.9286824582712114] User Vector: [-0.9522781113370216, 1.7948860809508635] Predicted: 1.8318223558722984 Movie Vector: [-0.4139823990150295, -1.3172490478362153] User Vector: [1.0857582024474994, 0.2463747126622194] Predicted: -0.7740216410646914 Movie Vector: [0.9579645907272268, 0.7016387846572338] User Vector: [-0.677130039027931, -2.004910757675743] Predicted: -2.055389748068325 Movie Vector: [-0.3543931895777778, -0.8810069070267773] User Vector: [0.06649848587629645, 0.03373377230507543] Predicted: -0.05328629691263358 Movie Vector: [0.07445014398199667, -0.5425497073504778] User Vector: [-1.2076045481810471, 0.5954798491526615] Predicted: -0.41298375037627616 Movie Vector: [0.631894284293745, -0.39855795413832695] User Vector: [0.1652381743628268, 1.35752716240008] Predicted: -0.4366401906063807 Movie Vector: [-0.14333509250840884, 0.1433803429183093] User Vector: [-1.0411382341464575, 0.11716141037785091] Predicted: 0.16603028830219294 Movie Vector: [-1.1889367849519283, 0.23841072367450677] User Vector: [1.1152008892510594, 0.9164159035917387] Predicted: -1.1074199810795526 Movie Vector: [0.8473617935358173, 1.501195753302705] User Vector: [-0.929220754059889, 1.1164706530300423] Predicted: 0.8886548382649051 Movie Vector: [0.20352186566934322, 0.8458632526572383] User Vector: [1.4047323810435237, 0.3195302649367002] Predicted: 0.556172664177903 Movie Vector: [-0.6297192559533863, 0.12559378204132599] User Vector: [0.05746113779796069, 0.08897298508443546] Predicted: -0.025009931244106075 Movie Vector: [-0.7658877210982143, 1.7009670151988139] User Vector: [-0.2051813295125851, -0.20412749664122376] Predicted: -0.19006827780953267 Movie Vector: [0.23670833304435987, -1.7887054559763662] User Vector: [-0.3745205497061864, -0.6850164176945556] Predicted: 1.1366404687518281 Movie Vector: [0.6101552409533596, -0.33651155494317186] User Vector: [-0.19013672334971665, -0.07725288217661185] Predicted: -0.09001643074443534 Movie Vector: [-0.020376821831976977, -0.22560247583085363] User Vector: [0.8678817340180764, -0.04976957676510749] Predicted: -0.006456531726051599 Movie Vector: [-0.30640845649163256, -0.31230271317922353] User Vector: [-1.430280419665392, -1.0323661843623906] Predicted: 0.7606607761107342 Movie Vector: [0.2708635874793711, -0.9364203991295769] User Vector: [-0.07644103759349942, 0.8879402272809421] Predicted: -0.8521904357068477 Movie Vector: [-0.01579285910994999, -1.056987386268629] User Vector: [-0.7393489608318886, 0.16513472589583864] Predicted: -0.162868888335323 Movie Vector: [-1.0557943471364708, 0.6038095232577068] User Vector: [1.25957081820435, -0.2891095848752314] Predicted: -1.504414870290959 Movie Vector: [0.805956452259519, -1.7208390159342695] User Vector: [-0.21489902897204285, -0.30657326728534545] Predicted: 0.35436398060274443 Movie Vector: [1.0820257290579958, -0.549898033604284] User Vector: [0.06681683137390566, 0.341034630241325] Predicted: -0.11523674187997326 Movie Vector: [-0.6547031902295777, 0.8449263646643225] User Vector: [-0.3151268650673513, 0.040051544614150864] Predicted: 0.240155169876666 Movie Vector: [-1.8905250557244486, 0.2593391686815494] User Vector: [-1.3661299690344577, 1.396804694178371] Predicted: 2.944949104034412 Movie Vector: [-0.1977271247866914, 0.05609248168541388] User Vector: [0.12787294489252268, 0.38433811072408236] Predicted: -0.003725471294808387 Movie Vector: [-0.04123714153054808, 0.1274813359080912] User Vector: [0.565051150734445, -0.38743930789179126] Predicted: -0.07269237482818718 Movie Vector: [1.310175874204409, 1.5306383625232962] User Vector: [-0.7232485605739366, 1.0117151770149828] Predicted: 0.6009872467691422 Movie Vector: [0.06355095254771158, 0.22172199218164268] User Vector: [0.15342772481721148, -0.3733151464367944] Predicted: -0.07302169992018577 Movie Vector: [-1.6805744171142578, 1.470346450805664] User Vector: [-0.001339233632471959, -0.4311402724526501] Predicted: -0.6316748876188697 Movie Vector: [0.11529333826646052, -0.41720895134464403] User Vector: [-0.881574319916907, -0.5302371766567571] Predicted: 0.11958005016370554 Movie Vector: [-1.4977550506591797, -0.25237083435058594] User Vector: [0.03375330528173189, -0.04766940113068048] Predicted: -0.03852381692581251 Movie Vector: [0.6692317045689309, -0.3901955405521268] User Vector: [-1.0650545612898246, 0.965571250918762] Predicted: -1.0895298757047438 Movie Vector: [-0.28730270043045547, 0.3624331706221702] User Vector: [0.05589371959182512, 0.22210689797693975] Predicted: 0.06444049067500314 Movie Vector: [-0.8133415785622566, -0.3146759897986104] User Vector: [0.09889590127965793, -2.5329683154181626] Predicted: 0.716628163322595 Movie Vector: [0.0032305631820793573, 0.2555690661272483] User Vector: [0.6072025933492463, 0.7419208756675374] Predicted: 0.1915736316768 Movie Vector: [-0.45065217749840647, -0.3748999966704265] User Vector: [0.6065503247323094, -0.5713761250471375] Predicted: -0.0591343172252477 Movie Vector: [0.2874635826697517, 1.4552470492116238] User Vector: [-0.8562537240497584, -0.6218641466794277] Predicted: -1.151107727655402 Movie Vector: [2.5260431897034157, -0.7440276772861616] User Vector: [-0.3516135782359992, -0.12468276949932433] Predicted: -0.7954236533221068 Movie Vector: [-0.5526494096221817, -0.745200908096167] User Vector: [-0.09298367840651356, 0.22781509043711878] Predicted: -0.11838063729589282 Movie Vector: [-0.2726539426483123, 1.0406889727529047] User Vector: [-0.4228773893840996, 0.7534700325337954] Predicted: 0.8994271416300935 Movie Vector: [-0.16800296190281166, -0.5831548659861123] User Vector: [-0.31729288594353583, -0.20663208782314524] Predicted: 0.17380465211214186 Movie Vector: [-0.1657793796580881, -0.09150344884335002] User Vector: [0.286765777179233, 0.5212025135429824] Predicted: -0.0952316801829485 Movie Vector: [-0.21416664123535156, 0.46027183532714844] User Vector: [-0.4647797389229604, -0.44957815222897973] Predicted: -0.10738784565004661 Movie Vector: [0.15670914741278485, -1.213859691252517] User Vector: [-0.7628621263487887, -0.19771075144215633] Predicted: 0.12044563828925618 Movie Vector: [-0.5083014170933866, 0.2191928766345074] User Vector: [-0.05325236451414973, -0.6989640831899294] Predicted: -0.1261396957124859 Movie Vector: [0.9616789575144756, 1.3008810243961357] User Vector: [0.1822482929362718, -1.0729207120145747] Predicted: -1.2204778465816046 Movie Vector: [-1.5560627817849841, -1.5736243582024105] User Vector: [-0.3658625959836167, 0.6545296608702617] Predicted: -0.4606786486540645 Movie Vector: [0.8723129296090053, 0.17893301232091793] User Vector: [-0.8974924772671404, 1.882747600645295] Predicted: -0.4460085925234996 Movie Vector: [0.09257219832872382, -1.174599077944232] User Vector: [-0.056597043861900606, 0.11172121498528348] Predicted: -0.13646694887772662 Movie Vector: [2.4501670665578197, -0.7709334788770061] User Vector: [-0.8458411268572077, 1.3889721097188912] Predicted: -3.143257173174405 Movie Vector: [-1.2512147268790206, 0.630438167931829] User Vector: [0.610056102234344, -0.1654211515239336] Predicted: -0.8675989870419468 Movie Vector: [0.7959753441022978, -0.8309242480175085] User Vector: [-0.5070943270996989, 0.6989798937111356] Predicted: -0.9844339240667894 Movie Vector: [-0.528612902790342, -0.2324040168158481] User Vector: [1.1865266613217944, -0.6277615565359431] Predicted: -0.48131899533792444 Movie Vector: [-0.6941049264094779, -1.0534649736160004] User Vector: [0.8833146146127984, -0.09756680374339817] Predicted: -0.5103298152408963 Movie Vector: [-1.0033037476911522, 0.34050425924373284] User Vector: [-1.193111984029616, -0.7284772792236788] Predicted: 0.9490041086541912 Movie Vector: [-0.21937383221914142, -1.0536297375323636] User Vector: [-0.649002555622743, 0.5408482950462368] Predicted: -0.4274796694074152 Movie Vector: [0.8620332947836457, 0.6410872094389948] User Vector: [0.546175835147273, -0.19342292858943874] Predicted: 0.34682078917229175 Movie Vector: [-0.3914550756831994, -0.8874777684375306] User Vector: [0.6473504862886275, 0.5879570114176392] Predicted: -0.7752074100337968 Movie Vector: [0.2912079207259823, 0.19653668302618624] User Vector: [-0.32960248047737395, -0.848851340159701] Predicted: -0.2628132797832628 Movie Vector: [1.1357113333467572, -0.34775664364434844] User Vector: [-0.2041378755554931, -0.5794985392687151] Predicted: -0.030317231820812446 Movie Vector: [0.42637770298463795, -0.9989255894935395] User Vector: [0.7251187401988557, -1.7524111685865416] Predicted: 2.059702822452476 Movie Vector: [0.0748728430435046, -0.6058813761367468] User Vector: [2.6031166157389336, -1.029246009058856] Predicted: 0.8185037301459942 Movie Vector: [-1.4171559837008851, -0.7426906616999888] User Vector: [-0.09029776758302721, 0.05271431140376886] Predicted: 0.08881559482759448 Movie Vector: [-0.369812473538362, 0.1688663048298941] User Vector: [-0.08733648127367549, 1.625868727742976] Predicted: 0.3068525643623922 Movie Vector: [1.8145789024525447, -0.09767125778110225] User Vector: [0.21292800241107415, -0.244140795705883] Predicted: 0.4102201995087725 Movie Vector: [0.46584129333496094, 2.411012649536133] User Vector: [0.6027740707342649, -0.5902272162813136] Predicted: -1.1422482318551168 Movie Vector: [-1.023680741449047, 0.2774256025430073] User Vector: [-0.7485597118575407, 0.004369164234691328] Predicted: 0.7674982788736309 Movie Vector: [1.2713264458185618, -0.09331126370163445] User Vector: [3.1886768341064453, 0.32576560974121094] Predicted: 4.023451585653045 Movie Vector: [1.1962815698245717, 0.6105810325571928] User Vector: [-0.8278869067408083, -0.3453336638646181] Predicted: -1.20124003349232 Movie Vector: [-0.5072537601258529, 0.5357076683676653] User Vector: [0.6088702369430552, -1.0555570857807806] Predicted: -0.8743217423706733 Movie Vector: [1.2542312846164703, 0.7538570078763372] User Vector: [0.48563143824380994, 0.6806427095045808] Predicted: 1.1222014190586442 Movie Vector: [-2.678560786465992, 0.18158614466476058] User Vector: [-0.15730895194539446, 0.10323527538078503] Predicted: 0.44010768569079833 Movie Vector: [0.4945782056537792, 0.9071551379504394] User Vector: [-0.1440284588786615, -0.7708963462425344] Predicted: -0.7705559180764237 Movie Vector: [0.978535962600531, 1.2660166479255817] User Vector: [-0.4292367926873474, -0.32083110657968905] Predicted: -0.8262011602181509 Movie Vector: [0.8659990671201806, 1.181901452483092] User Vector: [1.7772100427581181, -1.2735555362817828] Predicted: 0.03384510095582427 Movie Vector: [0.2675707430402373, -0.26815841662216133] User Vector: [-0.8153619141083842, 0.061116098544692396] Predicted: -0.2345557894205592 Movie Vector: [1.256063806662321, 0.08445744660895572] User Vector: [-0.1462052312004114, 0.5535828779982578] Predicted: -0.13688890289336358 Movie Vector: [0.29437689598188704, 0.620666501372001] User Vector: [-1.0849959066931332, 0.07257181140303312] Predicted: -0.27435483488362844 Movie Vector: [-1.1361924448206142, -0.31097766545382194] User Vector: [0.5632329232742285, 0.3972519426938973] Predicted: -0.7634774738343507 Movie Vector: [1.375643297490357, -0.5269815181177773] User Vector: [0.0529465975173842, -0.6582182199339102] Predicted: 0.4197044687932621 Movie Vector: [0.35572047795158346, 0.38782806440600676] User Vector: [0.6083881745456245, -1.1298742846928023] Predicted: -0.22178082462506998 Movie Vector: [-0.13254640267148343, -0.680656441133605] User Vector: [-1.2315601201830455, -1.3824652800688606] Predicted: 1.1042227611263655 Movie Vector: [-0.4982736535368081, 0.44567410537625857] User Vector: [0.8360799269438012, 0.6491382384264125] Predicted: -0.12729249617086358 Movie Vector: [1.9614612280812824, -1.2500078978792255] User Vector: [0.016123113400789382, 0.21860484801466198] Predicted: -0.24163292472140907 Movie Vector: [1.1700008514551479, -0.48703532088247975] User Vector: [0.8763076807963767, -1.3605685071852671] Predicted: 1.6879256521480195 Movie Vector: [0.25072878980610896, 0.058494689498574295] User Vector: [0.029615161437310595, -0.6254162961295164] Predicted: -0.029158158462355026 Movie Vector: [0.189365731390764, 0.5619232044454195] User Vector: [0.3275234913290134, 0.6886662188093405] Predicted: 0.4489992539498303 Movie Vector: [0.5138750731162874, 0.10600251947304848] User Vector: [-0.15278435025731618, 0.27875857197196763] Predicted: -0.04896295820576513 Movie Vector: [-0.7186495175268408, -0.1902296451089584] User Vector: [0.360801239628861, -0.3749111607213746] Predicted: -0.1879704197309523 Movie Vector: [1.3006086800227583, -0.6898190031839412] User Vector: [0.5139813153749857, -0.47284470926889904] Predicted: 0.9946658261548935 Movie Vector: [-0.7128292071300799, -0.0713591040082926] User Vector: [0.8550016475344098, 1.809549440786523] Predicted: -0.7385979732600986 Movie Vector: [-1.1134217976633607, 0.2732695834455386] User Vector: [0.37791114696424355, 1.0682335271514618] Predicted: -0.12885877762271214 Movie Vector: [0.8027962298389755, -0.9928344642327913] User Vector: [-0.7865141878812966, -0.004245348125642187] Predicted: -0.6271956968141649 Movie Vector: [-0.015484913672832057, -0.005505091741203866] User Vector: [0.1708686716552493, 2.221648728795144] Predicted: -0.014876266698719236 Movie Vector: [-0.4040663289386855, 0.16359755799602874] User Vector: [0.247713587553195, 0.7691810568538109] Predicted: 0.025743422607236846 Movie Vector: [1.4096040455242353, -0.1552577635821626] User Vector: [-0.39541815118255175, 0.08647956168299892] Predicted: -0.5708096489231068 Movie Vector: [0.3784899601905905, -0.3022712552808986] User Vector: [0.5799480047807859, -0.35078941404056346] Predicted: 0.325538053763384 Movie Vector: [0.0732137078461645, 0.9513732198449666] User Vector: [0.5204333447140861, -0.962159411760761] Predicted: -0.8772698427176749 Movie Vector: [-0.34867888513773315, -0.9458729701575741] User Vector: [-0.15557237560882117, -0.9461066188560575] Predicted: 0.9491414801486314 Movie Vector: [-0.7869880553055971, -0.9988155797866654] User Vector: [-1.0283736978053135, 0.19195451014757048] Predicted: 0.6175906612175186 Movie Vector: [0.6484895906674223, -0.42111690509757777] User Vector: [0.9579741394278676, 0.9623740647515611] Predicted: 0.21596426985320066 Movie Vector: [0.4059883496825476, -0.5979484573536216] User Vector: [-0.03247946145393791, 0.5900353572126529] Predicted: -0.365997014583661 Movie Vector: [-0.8856995975933434, 0.7477121488845974] User Vector: [0.8108034201635754, 0.6717464667891868] Predicted: -0.21585526877760652 Movie Vector: [-0.6973874327382407, 0.343607491743689] User Vector: [-0.5851437211995482, 0.7219603864680466] Predicted: 0.6561428750428436 Movie Vector: [-0.5698818077552087, -0.7029805915158651] User Vector: [0.32161625295522955, -0.8843950786097985] Predicted: 0.4384293238572535 Movie Vector: [-0.3006810936572328, -0.43976217308543064] User Vector: [0.053785981246235307, -0.7064114596136144] Predicted: 0.29448061090758854 Movie Vector: [-0.16396951567111184, 0.0715296088296958] User Vector: [1.204649992889426, 0.40233434326918216] Predicted: -0.16874705769449036 Movie Vector: [-0.41974372483983646, -0.48332592416454634] User Vector: [0.21637916564941406, -1.5218448638916016] Predicted: 0.6447232783080555 Movie Vector: [-1.3753635825740853, 0.370688290090595] User Vector: [0.3452074969150945, -0.9042398859616271] Predicted: -0.809976956847407 Movie Vector: [2.13283206119678, -0.43042139499906923] User Vector: [1.8276544400374002, -0.5153473959422978] Predicted: 4.119896531571037 Movie Vector: [1.4560312607622832, -0.020337653438134096] User Vector: [0.9419995961714568, -0.7129331753608054] Predicted: 1.3860802474961245 Movie Vector: [1.4815821865728445, -0.13522084559242556] User Vector: [0.11607420237386941, 0.3156025527072375] Predicted: 0.12929742650957557 Movie Vector: [-0.5880262331705699, -0.004873112536620058] User Vector: [-1.110423777863743, 0.7196255349449526] Predicted: 0.6494514951042383 Movie Vector: [0.811614967414248, -0.2572423019921845] User Vector: [0.3725427085966435, 1.1682414552600926] Predicted: 0.0018401170642746156 Movie Vector: [1.2465080843839789, -0.9038883570010088] User Vector: [-0.5128462797821666, 0.9023830373121381] Predicted: -1.454920554776367 Movie Vector: [0.15382830189789864, -0.6280019800585106] User Vector: [-0.20021000391216753, -0.8146628629183398] Predicted: 0.480811926068072 Movie Vector: [-0.5705353978885512, -0.7839910824975582] User Vector: [0.32750217461021314, -0.4127614957874084] Predicted: 0.1367497483950779 Movie Vector: [0.40661745820662143, -1.9471961433737675] User Vector: [-0.17476487800156562, 0.3863680027609619] Predicted: -0.823396735375957 Movie Vector:
avg loss: 14.915275072184784: 11%|█████ | 7668/70000 [00:12<01:47, 580.53it/s]
[0.3835772356230516, 0.20184791772470936] User Vector: [-1.5466460048890658, -0.39644206118018915] Predicted: -0.6732792035904976 Movie Vector: [0.10729244971622681, 0.3827188623018243] User Vector: [0.773462374152363, -0.08644714095368994] Predicted: 0.04990172145109416 Movie Vector: [-1.1071243287863852, -0.4295968696012158] User Vector: [0.06335650695418858, -0.25435037995142395] Predicted: 0.03912459677310558 Movie Vector: [0.6632137298583984, -0.8047580718994141] User Vector: [-0.709990054153481, 0.6739301781588523] Predicted: -1.013225902747443 Movie Vector: [-0.8004810185697807, 0.545207395161203] User Vector: [-0.0026941627746458474, 0.881188389827204] Predicted: 0.48258705282602593 Movie Vector: [1.0702611457082694, -0.02020621255269754] User Vector: [-1.6581744703941586, -0.6015615600908707] Predicted: -1.7625244277215264 Movie Vector: [-0.15520042174212223, 0.18311011985170036] User Vector: [-0.07783720011353346, -0.13918808267499377] Predicted: -0.013406380215700134 Movie Vector: [0.9067821502685547, 2.022390365600586] User Vector: [-1.1645520537512175, -0.5633199066950457] Predicted: -2.195247767451272 Movie Vector: [0.4746969552016804, -0.1419959223417653] User Vector: [-0.282914240969219, 0.1000334533084303] Predicted: -0.14850287123884526 Movie Vector: [-0.18048274302031464, -0.20126899184659475] User Vector: [-1.3869015288322661, -0.9311967552794951] Predicted: 0.4377328243686396 Movie Vector: [0.6347574794466952, 0.08285517624611602] User Vector: [-1.1990832466012542, 0.7188907929483834] Predicted: -0.7015632359079238 Movie Vector: [-0.7423463044515393, 0.49533707930839765] User Vector: [-0.742307422914989, -0.03286976985888598] Predicted: 0.5347675563684482 Movie Vector: [0.42188178085779804, -0.1233214142696171] User Vector: [-0.2377802010773791, -0.16819756557604362] Predicted: -0.07957277301970564 Movie Vector: [0.12951486075102184, -0.1416165620692105] User Vector: [-0.20787476422279666, -0.6359635786945605] Predicted: 0.06314010447398846 Movie Vector: [0.43503104778343915, -0.489801337873509] User Vector: [1.2970263260846306, 0.31318923892845524] Predicted: 0.410846213404558 Movie Vector: [-0.9951660605800952, 0.9581755901771397] User Vector: [1.1218651779595654, -0.7773020539177622] Predicted: -1.8612340039105626 Movie Vector: [0.24477880738599878, 0.36735250068182523] User Vector: [-0.3711590201994138, -0.4892146846727329] Predicted: -0.2705661000997674 Movie Vector: [0.7963521347236386, -0.1578336627426355] User Vector: [-0.15521503541636783, -0.43400762735459575] Predicted: -0.05510481131141301 Movie Vector: [0.4648299648155755, 1.2598749290056601] User Vector: [0.2678918410291229, -0.3319661188964518] Predicted: -0.29371163543700474 Movie Vector: [0.5955902674679938, 1.2576243651830774] User Vector: [0.5926195025444659, 0.2325779782641302] Predicted: 0.6454541402971983 Movie Vector: [0.21875875473572617, -0.7352709094838232] User Vector: [-0.5439748523083116, -0.20516228192750005] Predicted: 0.03185059632609272 Movie Vector: [-1.5545147428383714, -1.1088443011592026] User Vector: [-1.7394700121170639, 0.4719493121806199] Predicted: 2.1807134733137303 Movie Vector: [-0.03224563190150245, 0.6727111064882618] User Vector: [-0.30955040750747975, -0.3022101205932769] Predicted: -0.19331845612080806 Movie Vector: [-1.5112045827102276, 1.5580789461499953] User Vector: [-0.7440457673155543, 0.1420034030531671] Predicted: 1.345657885892205 Movie Vector: [0.9880906540635116, 1.1453917421079682] User Vector: [0.6637316204533398, -2.199088710884264] Predicted: -1.8629910386333184 Movie Vector: [0.21314928671722005, -0.004493891723757026] User Vector: [-1.1705563940977028, 1.7666226677807157] Predicted: -0.2574422714499478 Movie Vector: [-1.2938789890133229, 0.2072986162811909] User Vector: [-0.4575285369063129, 1.2763288734643035] Predicted: 0.8565677701659662 Movie Vector: [-1.1111655849172615, 1.2288775347168286] User Vector: [-0.014379885576819518, -0.8073238168996485] Predicted: -0.9761236678618105 Movie Vector: [0.012345564499552264, 0.8652800740557997] User Vector: [-0.3504657745361328, 0.4463672637939453] Predicted: 0.3819060012472883 Movie Vector: [0.19062238382849567, -0.8285620524487615] User Vector: [0.2626703451925526, 0.6260579155381996] Predicted: -0.4686569840884658 Movie Vector: [-0.8691933618988296, 5.6689940274967654e-05] User Vector: [-0.5436690582716249, -0.5172765236151812] Predicted: 0.47252421214425494 Movie Vector: [-0.5133964055671705, 0.1523185888928747] User Vector: [0.4588912698225735, -0.5163424840491555] Predicted: -0.31424168702887284 Movie Vector: [-0.6520148473188067, 0.27544884495402333] User Vector: [-0.5013387346671249, 0.025296102886717686] Predicted: 0.3338480808609737 Movie Vector: [1.292645880251865, -0.09777349038442022] User Vector: [0.7815342122483274, -1.884582382698095] Predicted: 1.194509177212067 Movie Vector: [-0.14405765307581203, 0.5773212716775464] User Vector: [-0.3874404570678345, 0.015049585620306352] Predicted: 0.06450220886034752 Movie Vector: [-0.6291607074805468, -1.778706076928104] User Vector: [-0.3808811326753625, -0.011616829069445084] Predicted: 0.26029836736048007 Movie Vector: [-1.0120161270929455, -0.5220787352367897] User Vector: [0.18562276282340448, -0.09960064516447342] Predicted: -0.13585385067659764 Movie Vector: [-0.22336446666851603, 0.4382832863526865] User Vector: [1.730564162791892, 0.9971754687544462] Predicted: 0.050498800258321375 Movie Vector: [0.22696380157358115, 0.6409786661537176] User Vector: [0.02938167980912726, 0.15804234338372491] Predicted: 0.10797034820400506 Movie Vector: [-0.9802056936092493, -0.09080329467540182] User Vector: [0.29004396473624183, -0.3936409183618189] Predicted: -0.24855885332516053 Movie Vector: [0.24362515423578526, -1.339856683099611] User Vector: [-0.6061766765473552, -0.3320459569790697] Predicted: 0.29721410823662736 Movie Vector: [-0.9411327010802039, -0.044180302873082875] User Vector: [-0.349087820034064, 0.26390921242501897] Predicted: 0.31687837404692465 Movie Vector: [-0.8688832486853871, -0.2518077692024011] User Vector: [0.9049524593120044, -0.9469255514960151] Predicted: -0.5478548220298801 Movie Vector: [0.42530348916662314, -0.16905187276185793] User Vector: [0.20344224791766558, -0.1844364057112891] Predicted: 0.1177040176742436 Movie Vector: [-2.382598528263488, 1.2772184799358404] User Vector: [0.3760904842649943, -0.2155696696753185] Predicted: -1.1714022001266593 Movie Vector: [-0.1692580759420424, 0.1579722945940989] User Vector: [-1.4239550010734932, -0.9725176864533311] Predicted: 0.08738503324737124 Movie Vector: [0.3611843038570197, 0.23817048116843018] User Vector: [0.8942136999469595, 0.4939791824748658] Predicted: 0.44062721229197904 Movie Vector: [0.46417248330881766, 0.2950629406478494] User Vector: [-0.9523788563335079, -0.3861007462135181] Predicted: -0.5559920803592258 Movie Vector: [1.1741089551956507, -0.3053552777733701] User Vector: [-0.9540147080039837, -0.2405357069670569] Predicted: -1.0466683644405015 Movie Vector: [0.6742177611816947, -0.1507969663775906] User Vector: [1.002896053796917, -1.9013258081147384] Predicted: 0.9628844960480374 Movie Vector: [-0.5283379671151279, -0.8371738580475336] User Vector: [0.7736532562925611, -0.0038852334876458734] Predicted: -0.4054977727733428 Movie Vector: [1.1436970598880813, -0.722986343646857] User Vector: [0.04379822478691426, 0.23736539894410688] Predicted: -0.12152004097376623 Movie Vector: [-0.6814560129330638, -0.17831576262975493] User Vector: [0.515616976963747, -0.7451749904241806] Predicted: -0.2184938426122063 Movie Vector: [-0.6340705884685299, -1.0600960859862139] User Vector: [0.5005634167128691, -0.9432601322290247] Predicted: 0.6825538340418807 Movie Vector: [-0.6395236898336998, 0.43602015386010845] User Vector: [-0.766101955134426, -0.25652298972852877] Predicted: 0.37809115568629154 Movie Vector: [-0.8261420108627164, 1.1182909593949166] User Vector: [-0.36442604179612337, -0.5659455882607722] Predicted: -0.3318241718812698 Movie Vector: [-0.04545418163667303, -0.7101443526848537] User Vector: [0.3814965310333286, 1.521165563785282] Predicted: -1.097587747236139 Movie Vector: [0.8768347107228533, -0.2956706728742646] User Vector: [-0.8246599516514653, 0.02208067687112808] Predicted: -0.7296190787390404 Movie Vector: [-0.8053957147107532, -0.21076382523780302] User Vector: [0.6878881301667947, -0.08803263762618492] Predicted: -0.5354680567848612 Movie Vector: [0.02307492240644901, 0.4958531149927229] User Vector: [-0.33784109335226814, -0.25745593666235816] Predicted: -0.13545598518221297 Movie Vector: [-0.6838561642971811, -1.2792184988815194] User Vector: [-0.39643642973426724, 0.14498549928506888] Predicted: 0.08563736347071152 Movie Vector: [-0.6576892817853224, 0.11303829071248449] User Vector: [1.855020523071289, 0.17539024353027344] Predicted: -1.2002013021794806 Movie Vector: [1.784658432006836, 1.0820484161376953] User Vector: [0.06379253360142616, -0.6174427611630566] Predicted: -0.5542550787813062 Movie Vector: [-0.8580785035153846, -0.6536602153502061] User Vector: [-0.663479439881368, 0.41090198073852435] Predicted: 0.3007271676692598 Movie Vector: [1.4771588639361968, 1.030465180003788] User Vector: [-0.028881533247995472, 0.36141681300062684] Predicted: 0.3297648284237419 Movie Vector: [0.714891806777832, -0.1491290356646945] User Vector: [1.8161470775421553, -0.5130251244854518] Predicted: 1.374855607724666 Movie Vector: [0.10758402768684223, -0.06688371769989729] User Vector: [0.004796470548888321, -0.5516392116844184] Predicted: 0.037411704926825246 Movie Vector: [1.4264813375101264, -0.42050273368096397] User Vector: [-0.26463300399275713, -1.1502523512190266] Predicted: 0.10619021662564615 Movie Vector: [-0.570428751625647, -1.0476724045756716] User Vector: [0.9870997170804751, 0.4937667970118529] Predicted: -1.0803759068692802 Movie Vector: [-2.3120014179555515, 1.2367532291894514] User Vector: [-0.9709201721763048, 0.46378796876452727] Predicted: 2.8183600828220103 Movie Vector: [0.6379142681877156, -0.3138747793920832] User Vector: [0.4872672288334192, -0.14053307662201897] Predicted: 0.3549445061151537 Movie Vector: [-0.20458454184369967, -0.6005024778045771] User Vector: [0.35262865633779544, -0.011825639087746975] Predicted: -0.06504104652401257 Movie Vector: [0.4570805248000892, -0.4327056621889842] User Vector: [0.04728501506620086, 0.4725565041270161] Predicted: -0.18286481553835274 Movie Vector: [1.3865562953704234, -0.6626490468272737] User Vector: [-0.10188475642626187, -0.6779925227685778] Predicted: 0.30800214854350116 Movie Vector: [0.8590042528477418, -0.5068570769420719] User Vector: [0.503494617851662, 0.9697608219188973] Predicted: -0.05902611751022724 Movie Vector: [-2.7037609182711018, 0.19812393551747487] User Vector: [0.407468365943744, -1.0662686906900343] Predicted: -1.3129503925890573 Movie Vector: [-0.09272863196733316, -1.0194481511606037] User Vector: [-0.15961848304529624, -0.34883236136267237] Predicted: 0.3704177094256552 Movie Vector: [0.17658113794745667, 0.4698431849377171] User Vector: [-0.7781870431115749, 0.1097285247826654] Predicted: -0.0858579540462037 Movie Vector: [0.07885111707726027, 1.1786459671663565] User Vector: [-1.0456606365181798, 0.20659944055543736] Predicted: 0.16105608815631414 Movie Vector: [-1.0154598144063747, -0.22582413483315278] User Vector: [-0.15013313147345805, 0.5683263278224586] Predicted: 0.024112360538876054 Movie Vector: [0.014077580848789621, 0.32016093649009425] User Vector: [0.3773729633120072, -1.1492209824185022] Predicted: -0.3626231675640017 Movie Vector: [-0.5217088299578843, -0.48486739921570504] User Vector: [0.852126899604988, -0.5885130674872938] Predicted: -0.15921132733153692 Movie Vector: [-2.0160301118847257, 0.30079989636308274] User Vector: [0.6150326866514384, -0.288651111577686] Predicted: -1.3267506405303193 Movie Vector: [0.6523641011775131, 0.6403386948009456] User Vector: [0.35437142988781395, 0.05322805406521453] Predicted: 0.2652631820086675 Movie Vector: [2.0023703408255003, -0.5514113167074912] User Vector: [0.0010721185238734554, 0.4591369417075257] Predicted: -0.2510265272419436 Movie Vector: [-0.4999838456696189, 0.8568951807241987] User Vector: [0.935811937485711, 0.521409699650067] Predicted: -0.021097392514648483 Movie Vector: [1.0913924902212353, -0.5020898711371288] User Vector: [-0.43775418422993534, 0.3518857277596388] Predicted: -0.6544398889373063 Movie Vector: [0.42205636178256845, 1.0813131836838832] User Vector: [0.3364849756787155, -0.766836119094763] Predicted: -0.6871743806726969 Movie Vector: [0.474882827258874, -0.9153975716319106] User Vector: [0.5240127034980999, 1.929184162330495] Predicted: -1.5171258632713331 Movie Vector: [0.6676378489548542, 0.6300507046115965] User Vector: [-0.5202996164512408, 0.3095372686714023] Predicted: -0.15234754250957602 Movie Vector: [-0.7738696256344175, -0.740620448211824] User Vector: [-1.369141541155789, 0.5771885234622757] Predicted: 0.6320594289454085 Movie Vector: [0.09258185709256453, 2.013763265106404] User Vector: [-0.01731237307449779, 0.7464334988897002] Predicted: 1.5015375482590039 Movie Vector: [-2.3639055735847516, 1.3725849405214448] User Vector: [0.312464199156829, -0.6438094969460323] Predicted: -1.622319082005335 Movie Vector: [-0.28929199966453434, -0.5893436499804326] User Vector: [-1.261301040649414, 1.5076351165771484] Predicted: -0.5236308822138246 Movie Vector: [-1.646883990114279, -1.5114418033381005] User Vector: [1.4808984397304288, -0.30298608156544] Predicted: -1.9809221018696457 Movie Vector: [-0.8211286364833918, 0.384185389383098] User Vector: [-0.14140075543872857, 0.22659500366756472] Predicted: 0.2031626992274126 Movie Vector: [-1.385191012880843, -0.16995885655480525] User Vector: [-0.8860313446250065, 0.7572736464131179] Predicted: 1.0986172926618267 Movie Vector: [1.091549758821762, -0.001953842470319647] User Vector: [0.0813340881017904, -0.31334160483230133] Predicted: 0.08939242438673671 Movie Vector: [-0.4652164324574126, -0.3924455694265679] User Vector: [-0.7143313312672998, 0.6593178243292129] Predicted: 0.07357231452276358 Movie Vector: [-0.8140417799192746, -0.42712945171165884] User Vector: [-0.7904155898187933, -0.16942715906335915] Predicted: 0.7157986431678304 Movie Vector: [0.07949030029468622, -1.148775723172515] User Vector: [0.6668796859199627, -0.38266754642620865] Predicted: 0.4926096538746237 Movie Vector: [-0.15164600627993396, -0.06581576113530346] User Vector: [0.9382031003398805, -0.3239535599723742] Predicted: -0.12095350312392206 Movie Vector: [0.8564140855253046, -0.4962112017877709] User Vector: [0.19758283864163692, -0.3327877258386246] Predicted: 0.3343457234493744 Movie Vector: [-0.7444739017791396, 0.2126622613458981] User Vector: [0.44401165308911655, 0.4425573112491521] Predicted: -0.23643984922525524 Movie Vector: [0.6781350409705584, -0.2379265884692803] User Vector: [-1.0392176410588827, -1.4987790734771773] Predicted: -0.3481305057752189 Movie Vector: [-0.027276545867505234, 1.143639804760206] User Vector: [-0.47295940608485315, -1.261071490928161] Predicted: -1.4293108547402025 Movie Vector: [-0.1639597701533717, 0.19947747589896359] User Vector: [-1.8441272020484223, -0.8614457226885956] Predicted: 0.1305236537955602 Movie Vector: [-0.05499864051388936, 0.43635620160431987] User Vector: [-0.6089060814383491, 0.07073878190659463] Predicted: 0.06435631285862682 Movie Vector: [0.20676210538712364, -0.46981591963773867] User Vector: [0.7437918707137834, 0.09122622348238013] Predicted: 0.11092844107815683 Movie Vector: [-0.4349724557999184, 0.19149210076794468] User Vector: [0.7030001509059858, 1.794333046033292] Predicted: 0.03781490239497043 Movie Vector: [1.1920826363698254, -0.6214883255162083] User Vector: [0.8146021533120213, -0.48146004157094136] Predicted: 1.2702948775516194 Movie Vector: [-0.2839526419817543, 0.28680858954718375] User Vector: [1.0633536426776315, -0.4169961306254947] Predicted: -0.4215401482705671 Movie Vector: [0.6349184828260173, -0.25589127198868356] User Vector: [0.514293510651152, -0.47301029192070787] Predicted: 0.447573660773224 Movie Vector: [2.180299758911133, 0.6478023529052734] User Vector: [-0.3582221296657072, -0.2620646750510872] Predicted: -0.9507977360582242 Movie Vector: [0.01470505005614571, -0.32193999950640695] User Vector: [-0.16541881205108208, 0.9920201023880337] Predicted: -0.32180344318458864 Movie Vector: [-0.05269050598144531, -0.26566505432128906] User Vector: [-0.4861216481637245, -0.022779297584313407] Predicted: 0.03166565894041821 Movie Vector: [-1.0986363364472702, -0.6370168201163705] User Vector: [1.7821014252921499, 0.4331941045879254] Predicted: -2.233833312058185 Movie Vector: [-0.17592667506858267, 0.5839420958259729] User Vector: [-0.26197290874216417, -0.13927875263281897] Predicted: -0.03524270392338138 Movie Vector: [-0.1039437251259927, -0.2958842047225998] User Vector: [-0.8487124590239431, 1.2591000606049245] Predicted: -0.28432948554647525 Movie Vector: [-0.2293790360525273, -0.10979572927918493] User Vector: [-0.45297427456465755, 1.0761060483242209] Predicted: -0.014249045901265675 Movie Vector: [0.45519037293974207, -0.7252901198801469] User Vector: [-0.8779484475375416, 1.1899011398842936] Predicted: -1.2626572216486838 Movie Vector: [-1.2711696169053055, -0.1470807855756228] User Vector: [1.91275892296187, 0.7294508885387847] Predicted: -2.5387292370587655 Movie Vector: [0.23518726443138488, -1.457777991525657] User Vector: [-0.5001992345401541, -0.13106842937691687] Predicted: 0.07342818208733277 Movie Vector: [0.041563392150975376, 0.25446631928411917] User Vector: [-0.07286271286963764, -0.42007216896845284] Predicted: -0.10992264017928344 Movie Vector: [-0.6520978436185407, -0.8075853300732692] User Vector: [0.6155317353116269, -0.0790188557003942]
avg loss: 14.944749868038329: 11%|█████▏ | 7801/70000 [00:12<01:41, 610.30it/s]
Predicted: -0.3375724486126754 Movie Vector: [-2.1406480343733354, -0.9729432651068148] User Vector: [1.7056066010805189, -1.3179397719637338] Predicted: -2.368822793068672 Movie Vector: [-2.1974323108447193, 0.12236847297854582] User Vector: [0.021436258064302015, 0.11819998952073868] Predicted: -0.03264077387037002 Movie Vector: [1.10668751427942, 1.5994924501936272] User Vector: [0.1622159303475487, -0.3426541042372269] Predicted: -0.3685503080224524 Movie Vector: [0.3369317968438848, -0.4538505806349459] User Vector: [0.478278992825696, 1.1062421562683449] Predicted: -0.34092124449979755 Movie Vector: [0.827276527430272, -1.2248288331949613] User Vector: [0.5927667260484386, -0.5675557352833536] Predicted: 1.185540627721782 Movie Vector: [-0.16411268282018243, 0.7787878766249534] User Vector: [-0.5902168607658349, 0.5285947608772205] Predicted: 0.5085252638846327 Movie Vector: [0.10514448566290588, 0.042833178566528685] User Vector: [1.9257683819451157, 0.0727648977141351] Predicted: 0.20560067788267042 Movie Vector: [-0.8971803400149122, 1.0079700043310256] User Vector: [0.8931507349093529, 0.059644537931283374] Predicted: -0.7411973748736242 Movie Vector: [1.1331694932319292, 0.9467513655593127] User Vector: [0.2209617552919007, -0.7973121994384155] Predicted: -0.5044692933276582 Movie Vector: [-0.060316002763430604, 0.4875815598961338] User Vector: [0.3529237857466313, -0.1791262079071428] Predicted: -0.10862558790601806 Movie Vector: [-0.5092231744004188, 0.14756670999006888] User Vector: [-0.16787050043746943, 0.5009922981281587] Predicted: 0.1594133342860912 Movie Vector: [1.988359267986261, -0.483524332322736] User Vector: [-0.7355038518123528, -0.40962631112881653] Predicted: -1.2643816118002988 Movie Vector: [-1.0602124202430363, 0.4236754166045811] User Vector: [1.4815237629317533, 0.6795547887095014] Predicted: -1.2828192361333084 Movie Vector: [0.2077673146054614, -0.3899526863766501] User Vector: [-0.9040840199435036, 0.42899500687170644] Predicted: -0.35512686437316354 Movie Vector: [-1.5965749443074957, -1.5011479359387698] User Vector: [0.4643121757342529, 1.7713891930477668] Predicted: -3.4004264170021052 Movie Vector: [-2.6246783300721908, -0.00882044304779031] User Vector: [0.7544815222241508, -0.6792630365455222] Predicted: -1.9742799008932896 Movie Vector: [-0.15886976921443513, -0.77896973359258] User Vector: [-0.5140021834404712, -0.3437927472439584] Predicted: 0.34946355299059095 Movie Vector: [0.522320609318346, -1.230793022073939] User Vector: [-0.3127330297885277, -0.2358139847458599] Predicted: 0.12689130025953843 Movie Vector: [-0.11538830393087972, -0.2540631653506992] User Vector: [-0.00272702300488345, -0.19676650580131844] Predicted: 0.050305787858193673 Movie Vector: [1.380111961412343, -0.6220516073146339] User Vector: [1.278973576274832, 0.11603979093922351] Predicted: 1.692943992481019 Movie Vector: [-1.0502793339868892, -1.3901038114940438] User Vector: [-2.0116868730906, 1.6147021053204995] Predicted: -0.13177040177372046 Movie Vector: [0.453741417151206, -1.282504645200287] User Vector: [-0.45844820046183155, -0.2309074065020044] Predicted: 0.08812288528199999 Movie Vector: [-0.1720212245067759, -0.04390818797047409] User Vector: [-0.31310349040899654, -0.40208768101311015] Predicted: 0.07151538729603682 Movie Vector: [-0.9028495643835777, 0.4652844838649326] User Vector: [1.5510056120568967, 0.4525230559687661] Predicted: -1.1897727846686441 Movie Vector: [0.2821166958380128, 0.22293624568941972] User Vector: [0.60587152819423, 1.837092912226582] Predicted: 0.5804810704709205 Movie Vector: [0.01190150529160755, 0.22088833288900744] User Vector: [-1.3504695664000976, 1.4466642129820266] Predicted: 0.3034786255651221 Movie Vector: [0.8675961514999364, 0.5748292526998894] User Vector: [-1.1961701772579794, 0.5121527490795251] Predicted: -0.7433922603064423 Movie Vector: [-0.3803969244644535, 0.36590799359609105] User Vector: [-1.0773309814777259, 0.12981977081273685] Predicted: 0.45731548385159093 Movie Vector: [0.3043810997864723, -0.5537105728291533] User Vector: [-1.1065620385450319, -1.602199271137018] Predicted: 0.5503381059334326 Movie Vector: [-0.1628383224102567, 0.44888432042442405] User Vector: [0.6145660750581012, 1.5170964889282086] Predicted: 0.5809259177781017 Movie Vector: [0.3527108101934959, 0.690221549236255] User Vector: [0.10151878759294083, 0.20087743362534355] Predicted: 0.1744567072652552 Movie Vector: [-0.8852414504080188, -1.7658900151809422] User Vector: [0.12828462127803916, -1.0366072405892697] Predicted: 1.7169715116156454 Movie Vector: [0.6203571200532975, 0.8070545847553583] User Vector: [0.5763026895777459, 1.0043305005988654] Predicted: 1.1680630119033784 Movie Vector: [-1.042320875182826, -0.1241420618445188] User Vector: [-0.49315978488958834, -0.058265519262573784] Predicted: 0.5212639402867872 Movie Vector: [-0.3770379608812161, -1.1183374527532115] User Vector: [-0.07170390916458298, 0.1351836664701698] Predicted: -0.12414586151546311 Movie Vector: [-0.8847027487801815, 0.3469292746913556] User Vector: [0.7799769387723572, 0.009004575587747338] Predicted: -0.6869237908394951 Movie Vector: [1.5128918266794729, -0.6100046439587428] User Vector: [1.473909214652935, 0.25449655427669904] Predicted: 2.0746211241357013 Movie Vector: [1.8537589010703988, -0.2906691888696741] User Vector: [0.05261873061185557, 0.622455896238182] Predicted: -0.08338631023194565 Movie Vector: [-0.02372343312085412, 0.6945789336183559] User Vector: [0.7487297948430018, -1.8196032770360893] Predicted: -1.2816205449857416 Movie Vector: [1.5612375067833546, -0.18228946193630166] User Vector: [0.25399082164028725, -0.5137758156771801] Predicted: 0.4901959141192154 Movie Vector: [0.7028824451883757, -0.42512402669478305] User Vector: [-0.5100483533544522, 0.6052024018360744] Predicted: -0.6157901158039882 Movie Vector: [-0.9643689101258499, -0.8534299758086891] User Vector: [-0.6927098488195039, 0.3309267041558943] Predicted: 0.38560507281729317 Movie Vector: [-0.7942792222385714, -0.8029100213442371] User Vector: [0.29897659192222165, 0.012081219989439673] Predicted: -0.24717102749910638 Movie Vector: [-0.5720848644879674, 0.1585634238895036] User Vector: [1.1784619652031774, 0.17346345944274355] Predicted: -0.646675293618524 Movie Vector: [-0.6479862295758787, -0.17838414217106394] User Vector: [-0.5218148174355958, -0.4396619198391971] Predicted: 0.41655753050271543 Movie Vector: [1.2478949683518732, -0.005919164343287977] User Vector: [-0.4136733086691734, 0.4206543701741201] Predicted: -0.5187107627785157 Movie Vector: [0.47209777315322854, 0.4619137117330783] User Vector: [0.24596029815874898, -0.7753122046979855] Predicted: -0.24201002917915315 Movie Vector: [-0.4423219508760263, 0.6856612387528361] User Vector: [0.6080438772358611, -0.27479290648259663] Predicted: -0.4573659986565386 Movie Vector: [-0.6035065446252624, -0.3765921625051104] User Vector: [-0.1393431996948989, 0.690931971520683] Predicted: -0.17610503233399702 Movie Vector: [0.4189864815859859, 0.2672800169527598] User Vector: [-0.20779531076319374, 0.25765934238005733] Predicted: -0.018196232747358418 Movie Vector: [0.674113665743504, 1.1407865346937904] User Vector: [0.21508688549109617, 0.5316090426036821] Predicted: 0.7514454463554943 Movie Vector: [-0.09382693978597417, -0.4331262513862206] User Vector: [-0.3810913584549434, 1.7612614152454016] Predicted: -0.7270919185537233 Movie Vector: [-0.32391469404312107, -1.086730056328916] User Vector: [1.6725069559173082, 0.11306039251510898] Predicted: -0.6646157056374604 Movie Vector: [-0.8010286976307798, 0.7243385280109189] User Vector: [-0.6263057792976188, -0.46842723883152554] Predicted: 0.1623890060539558 Movie Vector: [-0.795342131369674, 1.671663885873941] User Vector: [0.9100814240032484, -0.3361586260858825] Predicted: -1.285770334639463 Movie Vector: [-0.48634752796225894, -0.8746110030100388] User Vector: [0.20608938698921497, 1.331760865516036] Predicted: -1.2650037702599597 Movie Vector: [0.09357497465236682, 1.065185109082362] User Vector: [0.30224829178886425, 0.03626184390794271] Predicted: 0.0669084524014737 Movie Vector: [-1.7656439100363845, 0.6792858113987625] User Vector: [-0.6603334957798891, -0.6234738558919883] Predicted: 0.7423968713312934 Movie Vector: [0.8736657751891468, 0.012409040077674627] User Vector: [-0.4001952152150154, 0.5873871605760443] Predicted: -0.34234795211111424 Movie Vector: [0.7119208823675944, 0.6492843695979782] User Vector: [-2.256713907004449, -0.1641456793794003] Predicted: -1.7131789798839145 Movie Vector: [-0.4266290715758992, -0.09160515698804579] User Vector: [-0.7496668901033201, 0.9855001865666907] Predicted: 0.22955279001378098 Movie Vector: [0.37303873108604296, -1.3231523081604206] User Vector: [-1.096011120246954, -1.2833964795908075] Predicted: 1.289274416702419 Movie Vector: [-0.11879931083626286, -1.0764233604137572] User Vector: [0.7925340815940043, -0.018417170592091497] Predicted: -0.07432783004956567 Movie Vector: [0.10438046435530915, -0.5651479466445017] User Vector: [0.8228408962151084, 0.7150246367417359] Predicted: -0.318206190417351 Movie Vector: [-0.1904471343038897, -0.4397208681668773] User Vector: [0.9298855485304478, -0.9767098410427888] Predicted: 0.2523856613022435 Movie Vector: [-0.6279029645566899, 0.2775431647873646] User Vector: [-0.9675619101056684, -1.5239197941005658] Predicted: 0.18458146921070262 Movie Vector: [-2.3878898908502437, -0.22200211749175344] User Vector: [-0.04101574500725076, 1.5472176371960045] Predicted: -0.2455445088095951 Movie Vector: [-0.5921388494934332, 0.13326140804136205] User Vector: [-0.6563279495326533, -0.07769910528052917] Predicted: 0.37828298475341204 Movie Vector: [-0.3671538263903338, -0.45355623071829626] User Vector: [-0.262957027875397, 0.7211792503749306] Predicted: -0.23054966351161826 Movie Vector: [-2.289472764110855, -0.36868630954209025] User Vector: [1.8988147821682722, 0.09011333292695511] Predicted: -4.380508280022722 Movie Vector: [-0.40110059624866407, 0.35167711881873953] User Vector: [0.06913242286151969, 0.2703042022514761] Predicted: 0.06733074702252664 Movie Vector: [-1.1456012725830078, 0.5169582366943359] User Vector: [0.146365772473718, 0.2886387227278904] Predicted: -0.018462650065370734 Movie Vector: [-0.10820244052546887, -0.3851477052819613] User Vector: [0.8636294532448695, 0.7572604436096761] Predicted: -0.385103936707838 Movie Vector: [1.2278387059553433, -0.2733148773373985] User Vector: [-0.22891072218228065, -0.023224219418696228] Predicted: -0.2747179202219168 Movie Vector: [-0.2302856507044154, 0.8380519987815377] User Vector: [0.11774648884582511, -0.3274746162797607] Predicted: -0.30155608352549157 Movie Vector: [-1.368455752483389, -0.3370993231523799] User Vector: [-0.004859624244637456, 1.1459045181308694] Predicted: -0.37963345670668824 Movie Vector: [0.8068633120362836, -0.5632501998998902] User Vector: [1.6730693952585496, 0.17419429279397775] Predicted: 1.2518233432872272 Movie Vector: [1.5296918397294634, -1.9770352095073926] User Vector: [-0.00989692363065045, -0.46280906938745114] Predicted: 0.8998505821421091 Movie Vector: [2.0754662950271694, 0.6970463350546882] User Vector: [-0.003024113686937044, -1.274281918843023] Predicted: -0.894509987385553 Movie Vector: [1.9655278840635682, 0.8235477653862238] User Vector: [-2.262564108723247, 0.4781600881731042] Predicted: -4.0533451730651375 Movie Vector: [-0.27444638795914483, 1.907819725530919] User Vector: [-0.7766838481346846, -0.21905198502702733] Predicted: -0.2047536212444931 Movie Vector: [1.1950348552882684, 1.0355771008628805] User Vector: [0.1333207870936353, 0.3911087860835624] Predicted: 0.5643462903257765 Movie Vector: [-0.5306814561303416, 0.21160675186603856] User Vector: [0.6077562446395688, 0.785720094334041] Predicted: -0.15626129183973067 Movie Vector: [-0.9520073010423067, -1.7828604246753461] User Vector: [0.9827558633383058, -1.091203492830803] Predicted: 1.009872765595344 Movie Vector: [0.7572205556077174, -0.5290696983978969] User Vector: [0.18152444413454083, -0.3675101800042384] Predicted: 0.3318925405369383 Movie Vector: [0.10687324173028176, -0.9415490309359957] User Vector: [-0.06925433734381836, -0.6820312672854553] Predicted: 0.634764443244853 Movie Vector: [0.4303595116778612, -0.2377556271381523] User Vector: [-0.46922607563939517, -0.32305156878167124] Predicted: -0.12512857644503905 Movie Vector: [0.0871673112076532, -0.22907000064447092] User Vector: [-0.23296266559581463, 0.5198552194197065] Predicted: -0.13938996461925857 Movie Vector: [1.5619018553922546, 0.9123378760087661] User Vector: [-0.6995406236751951, -0.06797405210019139] Predicted: -1.15462910035734 Movie Vector: [0.07688925543613731, 0.7039472222647692] User Vector: [0.34058985571864253, -0.4786491192592577] Predicted: -0.3107560175267248 Movie Vector: [0.049817767225167994, -0.43788327913527664] User Vector: [0.2035053733591164, -0.7386187743102015] Predicted: 0.3335669942449052 Movie Vector: [0.1317354117976659, 0.6070836555698662] User Vector: [-1.2076672728029965, -1.1997071238395618] Predicted: -0.8874151318509982 Movie Vector: [0.18743693142550621, 0.7402012211159184] User Vector: [-0.781737873133583, 0.3625891470728579] Predicted: 0.12186238130744825 Movie Vector: [0.2679820017790388, -0.14603324622741706] User Vector: [1.9680042372226816, 0.498326664273483] Predicted: 0.4546174545350276 Movie Vector: [-0.5835752960220089, -0.31977398752454067] User Vector: [0.5883752724044029, -0.16261452156214784] Predicted: -0.2913613797761061 Movie Vector: [-0.798862092927382, 0.38266698948528477] User Vector: [-1.7416350669515603, -1.3051526687021204] Predicted: 0.8918873921497188 Movie Vector: [-0.6869269340213187, 0.5165163498183043] User Vector: [-0.9714553585061406, -0.9535566778946365] Predicted: 0.17479123634619792 Movie Vector: [-0.8769512176513672, 0.7026195526123047] User Vector: [-1.2006660934365934, 1.3741066274088016] Predicted: 2.0183997764235055 Movie Vector: [0.13113180246171577, -0.7203549836427712] User Vector: [0.5016491058752875, -0.5628008275322385] Predicted: 0.4711985323678583 Movie Vector: [-0.3858675430696055, -0.044435823530309115] User Vector: [0.9437022609226471, 0.02348794567534438] Predicted: -0.3651877790205727 Movie Vector: [0.5857786794464802, -0.481037974013335] User Vector: [-0.16891390347119736, 0.06153174527087552] Predicted: -0.12854526939811478 Movie Vector: [-0.5045714453425288, 0.7166096053221285] User Vector: [-0.9117811973520672, 0.8762052171734555] Predicted: 1.087955831443934 Movie Vector: [-1.0574404080481226, 0.7477682835449346] User Vector: [-0.5655825462681228, -0.5553000660215446] Predicted: 0.1828340612893406 Movie Vector: [1.1879019670971114, 0.7492562422041193] User Vector: [-0.48115489880169016, -0.5739386945847754] Predicted: -1.0015920003250658 Movie Vector: [0.0016831981758884118, -0.2486318697289721] User Vector: [-0.17476396206409808, -0.5153400543651803] Predicted: 0.12783579888088759 Movie Vector: [-1.09392376610986, -0.27318732187705164] User Vector: [0.7108089550455756, -0.15112812221600158] Predicted: -0.736284522119573 Movie Vector: [0.02399313079924348, 0.9273192342212248] User Vector: [-0.4100330352334692, -0.11352605760226178] Predicted: -0.11511287304625148 Movie Vector: [0.3753472080165424, 0.5056250751792323] User Vector: [0.5625572803158666, 0.6178698660283513] Predicted: 0.5235648019775072 Movie Vector: [1.0391028426536235, -0.4600571930920474] User Vector: [0.7803891897508135, -0.2514005262008969] Predicted: 0.9265632458720767 Movie Vector: [-2.3938802200194793, 0.003968249293314768] User Vector: [1.2633933759998826, 0.12885729470387938] Predicted: -3.0239010750411044 Movie Vector: [-0.2639438463977937, -0.14240773050409264] User Vector: [-0.5970894324087094, 0.35054422280424424] Predicted: 0.10767787422255681 Movie Vector: [-0.3685267447952479, -0.08100833395229384] User Vector: [0.4541034592402287, -1.1207554076562178] Predicted: -0.0765587412918089 Movie Vector: [0.5997507137519525, -0.3192978856587062] User Vector: [0.0839166123632129, 1.2574089471355099] Predicted: -0.3511589700682253 Movie Vector: [0.3240796924183379, -0.7963209238415825] User Vector: [-0.34199711754515544, -1.6555225415984207] Predicted: 1.207492919104227 Movie Vector: [0.32710827644402807, 0.26730123545293993] User Vector: [0.10114663484357744, 0.39191999944348005] Predicted: 0.13784660144175384 Movie Vector: [-3.569652697212799, -0.9837701514764706] User Vector: [-1.6578129037924123, -0.5469865035527844] Predicted: 6.455925298952475 Movie Vector: [-0.1395345251743635, 0.14029819866530144] User Vector: [0.12730285328338192, 0.3739145637077094] Predicted: 0.03469639655667538 Movie Vector: [-0.2816851897383965, -0.2769104974878933] User Vector: [-0.8640748038810407, 1.2153699058004188] Predicted: -0.09315161016760926 Movie Vector: [-0.841351558394693, 0.5240639155617737] User Vector: [-0.6490450070424139, 0.017117284796209713] Predicted: 0.555045579437517 Movie Vector: [-0.33165623966573204, 1.1458174657140268] User Vector: [-1.1724901687677665, -0.9718596487097417] Predicted: -0.7247100792957635 Movie Vector: [-0.7366506444188993, -1.9031852547798975] User Vector: [-0.36494414885855064, 0.43366163937783] Predicted: -0.5565020951940054 Movie Vector: [-0.09593768353089162, 0.6140329162712472] User Vector: [-1.5159173548387783, -0.8181590800181396] Predicted: -0.35694300642982996 Movie Vector: [0.08324781801791235, -0.315687517089517] User Vector: [-0.7836564813294954, 0.9782019923092481] Predicted: -0.37404385031040066 Movie Vector: [0.32214153306959303, -0.3122612643454278] User Vector: [-0.17104009241896614, -0.08217696671990674] Predicted: -0.029438434060180412
avg loss: 14.940456323490217: 11%|█████▏ | 7866/70000 [00:13<01:40, 620.03it/s]
Movie Vector: [0.6626240797823701, 0.4388114123481333] User Vector: [-0.5554321611952735, 0.34484192753049553] Predicted: -0.21672215143704182 Movie Vector: [1.0408799925523942, 0.4488672071855577] User Vector: [0.17544974060625668, 0.7984390970448109] Predicted: 0.5410152522938227 Movie Vector: [-0.16417223997762215, -0.9675545803280748] User Vector: [0.3710697304615998, 1.3582645219895957] Predicted: -1.3751144083859297 Movie Vector: [-0.3465276376129316, -0.13530349034560032] User Vector: [1.1117390200984612, 0.6922485896882048] Predicted: -0.4789119466484687 Movie Vector: [0.03464533121309148, 0.21458192919241015] User Vector: [-0.9551955273879862, 0.9378637319378903] Predicted: 0.16815554349920553 Movie Vector: [0.14920653919524593, 1.1365763529721318] User Vector: [-0.3897658765373436, 1.5147943382943787] Predicted: 1.66352380698692 Movie Vector: [-0.16223902945545685, -0.20635842333563936] User Vector: [-0.16319336440517937, -0.6427456986807992] Predicted: 0.15911232204020065 Movie Vector: [0.4693094161033673, -0.7917794985863843] User Vector: [-0.8906984350267666, 0.6827510542167249] Predicted: -0.9586014498336386 Movie Vector: [-1.9376997639646423, 0.05049546764087535] User Vector: [0.5175926644618828, -0.20031071034042847] Predicted: -1.0130539667497362 Movie Vector: [0.12053652613006993, 0.3439906487577062] User Vector: [-2.120077378858754, -0.4401780439627607] Predicted: -0.4069638932862265 Movie Vector: [-0.4445920137941509, -0.8375944244700892] User Vector: [-0.8119540162365415, -0.27233195244711544] Predicted: 0.5890919961616101 Movie Vector: [-0.0035307841688059644, 0.44942898498672] User Vector: [-0.6900820983113287, 0.7736642326435572] Predicted: 0.35014366174541756 Movie Vector: [-1.3572982774808298, -0.07041534559982758] User Vector: [-0.76727064903911, 0.9160645953857158] Predicted: 0.9769101252265308 Movie Vector: [-0.32730526435028817, -1.297580714592891] User Vector: [-0.5490655309130462, 0.2013065109714913] Predicted: -0.08149940761746344 Movie Vector: [-0.29303097206635775, -0.8608054582536462] User Vector: [0.5359463812610022, 1.7510326994839724] Predicted: -1.6643473943727782 Movie Vector: [1.1058627153706526, -0.057094864882860336] User Vector: [-1.269091466416478, 0.5211218202222737] Predicted: -1.4331943150181508 Movie Vector: [-0.6234221333250245, -0.2778408994764823] User Vector: [0.7421069419310122, 0.22934020096823987] Predicted: -0.5263659806170746 Movie Vector: [-0.030326880037747528, -1.4343691773662004] User Vector: [-0.2128032593949591, 0.466877616606868] Predicted: -0.6632212039437729 Movie Vector: [-0.6129065938515817, 0.5872544143869067] User Vector: [0.6212764413601346, 0.6969696424043647] Predicted: 0.02851407168135489 Movie Vector: [0.6086292720672504, -0.18626131102912982] User Vector: [1.1812689864743768, 0.4125340089574533] Predicted: 0.6421157580010006 Movie Vector: [-0.39315213181796066, 0.4536226545888028] User Vector: [1.038612307050393, 0.3507115930541634] Predicted: -0.24924191881293484 Movie Vector: [-0.22737222549827996, -0.11498997502227612] User Vector: [0.2643018856249144, 0.5046126104152283] Predicted: -0.1181202994055013 Movie Vector: [0.8709527513115634, 0.8504484825884622] User Vector: [-0.4556351256944446, 0.37056123252912615] Predicted: -0.08169342840726085 Movie Vector: [-1.2231019306996236, -0.9950188999237756] User Vector: [-0.6602707752856756, -0.9612419589427624] Predicted: 1.7640323765842496 Movie Vector: [0.20982183760239542, 0.14009621453964066] User Vector: [-0.6391111779614643, -0.10897904783701683] Predicted: -0.1493670338582065 Movie Vector: [-0.433600033247899, -0.9792279740449419] User Vector: [0.13178265060997157, -0.2165482397496283] Predicted: 0.15490913240704696 Movie Vector: [1.4518177444913756, -0.40292775796203895] User Vector: [1.1422828903980953, 0.4239915876599696] Predicted: 1.487548589698255 Movie Vector: [0.6621724714017356, 1.1029356078033612] User Vector: [-0.42036965612765154, 0.26056297538071105] Predicted: 0.009026969522232031 Movie Vector: [-0.41701173717922224, 0.35856136250959425] User Vector: [-1.604244107094945, 0.7883617833557799] Predicted: 0.9516646971497351 Movie Vector: [0.5179490926550372, 0.3416514995822081] User Vector: [-0.21916720214682583, 0.16588248230888258] Predicted: -0.05684345465644273 Movie Vector: [-1.547121000611014, 0.99513013510549] User Vector: [-0.32116432692972197, 1.6398719302925742] Predicted: 2.1287660503878243 Movie Vector: [-0.8851724594749384, 0.4303944727596914] User Vector: [-0.5381662668232768, 0.48028138720488345] Predicted: 0.6830804124327449 Movie Vector: [0.9291231344588666, 0.09754891008795563] User Vector: [-0.2618787277626251, 0.1970152494763308] Predicted: -0.2240989615297877 Movie Vector: [-0.6836815904248417, -0.44559936629875163] User Vector: [-0.8270737192209979, -0.11273131760266498] Predicted: 0.6156880794413716 Movie Vector: [-0.08707810094676949, 0.33409671865327595] User Vector: [-0.35330060945733943, -0.9981063367193124] Predicted: -0.30269930583008264 Movie Vector: [0.00780588475229077, 0.12889991831966077] User Vector: [-0.5737810116620413, -0.3004000346452123] Predicted: -0.043200408379077834 Movie Vector: [0.3111632809182013, -1.5636179778226427] User Vector: [2.010758679244959, 0.4750281967730307] Predicted: -0.11708836067837214 Movie Vector: [-0.9084392354622088, 0.925499546940207] User Vector: [0.2610870916489565, -0.24673299977763696] Predicted: -0.4655330374360309 Movie Vector: [-0.7321314315864046, -0.24928178598082598] User Vector: [-0.0018503963382926897, 0.33254054289841345] Predicted: -0.08154156712459351 Movie Vector: [-0.9675727777467306, -0.024191694250647166] User Vector: [-0.8908377871389622, 0.90965404961369] Predicted: 0.8399443195816789 Movie Vector: [-0.31661033630371094, 0.8433628082275391] User Vector: [-0.2942489387867286, 0.3616721034292316] Predicted: 0.39818305627191397 Movie Vector: [0.3171876718769798, 0.3502454254509876] User Vector: [0.374138581582098, 0.2920495673311506] Predicted: 0.22096117061405685 Movie Vector: [-1.211038088118949, 0.9610609950543875] User Vector: [-0.17454641309461016, -0.5474750743623592] Predicted: -0.31477458533204666 Movie Vector: [-0.07100083356327015, -0.12314608869254279] User Vector: [-0.5787231940031108, -1.2664879858328724] Predicted: 0.19705287100803373 Movie Vector: [-0.8675587726541248, -0.23388104852346464] User Vector: [0.07626923334479965, -0.34191790523073495] Predicted: 0.01380007571242546 Movie Vector: [-0.2987929712169959, 0.6634461185760768] User Vector: [-1.033720123911871, -1.5043399600128629] Predicted: -0.6891802002589955 Movie Vector: [0.6961958202847593, 0.4808027149832403] User Vector: [-0.18058027742744517, 0.3276006106892579] Predicted: 0.03179202867871311 Movie Vector: [0.6801103680558281, 1.2335460885762528] User Vector: [-0.3312453559707184, 0.4090112549589167] Predicted: 0.27925083277220714 Movie Vector: [-0.7343740035954047, 0.18819184323735058] User Vector: [0.5350971221923828, 0.39038658142089844] Predicted: -0.3194938456040728 Movie Vector: [0.5165912289845178, 1.1957334235782149] User Vector: [1.4179556505326147, 0.37448788683162637] Predicted: 1.1802911351639365 Movie Vector: [1.012654930121363, -0.05345485956137247] User Vector: [-0.7646374234398561, -0.3433394114020226] Predicted: -0.7559606965832871 Movie Vector: [0.46598093196210677, -0.3437568633379827] User Vector: [0.8361398831760163, -0.1691653838967876] Predicted: 0.44777700376677254 Movie Vector: [0.4874175994699785, 0.6962354095792186] User Vector: [1.3296774424417277, -0.2389765512906747] Predicted: 0.4817242499966353 Movie Vector: [0.6172438969171665, 0.6600311346908974] User Vector: [0.8454732911768676, -0.19755189270802193] Predicted: 0.3914728290809819 Movie Vector: [-0.8677229680831192, 0.8870217856432275] User Vector: [-0.2160791431511133, 0.4197171179464579] Predicted: 0.5597950628618374 Movie Vector: [-1.0782382737034026, 0.7273485300576882] User Vector: [-0.16774517321590854, -1.1100482327258756] Predicted: -0.6265226843759006 Movie Vector: [1.3955211639404297, -0.6983089447021484] User Vector: [0.09386192761402617, 0.3123313422351479] Predicted: -0.08711746352001354 Movie Vector: [-0.6904654211447749, -0.7894481501953182] User Vector: [-0.7652060142283712, -1.8070180122727064] Predicted: 1.9548953200350159 Movie Vector: [-0.7371380098785096, -0.8006010260060175] User Vector: [0.20433437217012773, 0.8019270939402867] Predicted: -0.7926462866418802 Movie Vector: [0.13788647643449803, -0.2703190550116352] User Vector: [-0.5047316371350837, 1.0513316074390224] Predicted: -0.3537906336163523 Movie Vector: [-0.3903452429918179, -1.0932491806154268] User Vector: [-0.5049118183114257, -0.3364571988728153] Predicted: 0.564921483388081 Movie Vector: [-0.7307859612959839, -1.0277830145983649] User Vector: [0.6749997646102884, 0.13925406741491386] Predicted: -0.6364033170580766 Movie Vector: [-0.7468149466984928, 1.0180113938240587] User Vector: [1.073190466058069, -0.8054960980020169] Predicted: -1.621478886153361 Movie Vector: [-1.5997096372178836, 0.9257067809529738] User Vector: [1.0799269244113159, -0.6746280006176794] Predicted: -2.352077223264384 Movie Vector: [-0.18821632412870565, 0.2892408312091548] User Vector: [1.398968437322382, 0.16479424984957342] Predicted: -0.21564347103991852 Movie Vector: [0.9610139269863132, 0.13957523927611393] User Vector: [-0.8572808301990948, -0.7794888106664636] Predicted: -0.932656154421544 Movie Vector: [0.09063541295909212, 2.0976853882427946] User Vector: [-0.6114741765364281, -0.29261324784678433] Predicted: -0.6692317489186669 Movie Vector: [-0.9139356636495272, 0.5433108567393523] User Vector: [0.5964632328782167, 0.5063629958763147] Predicted: -0.2700165074724297 Movie Vector: [0.8954062283497061, 0.0055152888946706224] User Vector: [1.1910708336305253, 0.4095343094924403] Predicted: 1.0687509428675792 Movie Vector: [-0.8114797394695243, -1.8142661472005317] User Vector: [-0.6522653624876957, -0.922221533136655] Predicted: 2.2024554342057168 Movie Vector: [-0.3953066566007285, 0.236889443193126] User Vector: [-0.2571755008520659, -1.0418537360494786] Predicted: -0.14514096401999105 Movie Vector: [0.9612838246190091, -0.6897652622082162] User Vector: [0.1974774779125578, -0.9254405828390343] Predicted: 0.8281686715239904 Movie Vector: [-0.6761182372269994, -1.7801382759786484] User Vector: [1.0516427065850287, -0.41556537084674455] Predicted: 0.028729009846651388 Movie Vector: [0.4369230314656181, 0.8337056319930021] User Vector: [-0.7392571196988249, -0.7560626183933332] Predicted: -0.9533321248652498 Movie Vector: [0.29479046117627283, 0.866623846558452] User Vector: [-1.4288029521227, -0.6058920262301987] Predicted: -0.94627795955698 Movie Vector: [-0.0653610837277976, 2.023035234074671] User Vector: [-0.1753723838251465, 0.045557847196517315] Predicted: 0.10362765912988335 Movie Vector: [-0.8720619653830476, -1.872387188949828] User Vector: [0.3430492954966162, 2.129466328297603] Predicted: -4.28634571525851 Movie Vector: [-0.15318495460717035, -0.5991810988180135] User Vector: [-0.34351371341799786, -0.4098498498497276] Predicted: 0.29819541598023414 Movie Vector: [0.022337104604497032, -0.12589065123709642] User Vector: [-0.22460076325470588, -0.426173108890953] Predicted: 0.04863427947494984 Movie Vector: [0.3594571297877803, 0.18785738822590042] User Vector: [-0.08644532322885214, -0.006190963239136753] Predicted: -0.032236405956126916 Movie Vector: [-0.6235760065705693, -0.24628189817788557] User Vector: [0.1908617061662255, -0.40282886320872496] Predicted: -0.019807323466495705 Movie Vector: [-0.23606022364379364, 0.15667113582041542] User Vector: [-1.2769610336574526, 0.576941803267594] Predicted: 0.3918298348098008 Movie Vector: [0.09639620007856381, 0.44034418778075984] User Vector: [-0.1645441386902434, 0.9728707393949452] Predicted: 0.41253654583959476 Movie Vector: [1.6550815173373357, -0.2591500615437511] User Vector: [-0.6239095987238192, -0.09540799249279167] Predicted: -1.0078962582108744 Movie Vector: [-0.931414029378164, 0.5869700784888927] User Vector: [0.3341284401722332, 0.49635492460828523] Predicted: -0.019866427734986924 Movie Vector: [-0.5379168045999014, 1.57657816949267] User Vector: [-1.72141717343402, -0.4772815078712665] Predicted: 0.17350761930463965 Movie Vector: [1.4520324746964062, 0.7488533526104122] User Vector: [-0.7931686392060191, 1.017368328012475] Predicted: -0.38984693876610543 Movie Vector: [-0.06936666774109251, -0.16194932193949066] User Vector: [0.29142606257647385, -0.9928530040981566] Predicted: 0.1405766159454457 Movie Vector: [0.0953135096485837, 1.4693227877759096] User Vector: [-0.6044672390334179, -0.5278027813102971] Predicted: -0.8331265480505889 Movie Vector: [0.8583019023734053, -0.9981017975171245] User Vector: [1.2267714303416735, 0.9388494148117116] Predicted: 0.11587296391813218 Movie Vector: [0.45880690145275305, -0.38038178721645305] User Vector: [-1.0284906105366411, 0.4632525182721813] Predicted: -0.6480914110264614 Movie Vector: [-0.6967200378645383, 0.9340280843111519] User Vector: [0.6492831803731727, 1.8713979742761722] Predicted: 1.2955696628825388 Movie Vector: [0.4510142237951114, 0.5005590910704877] User Vector: [-0.1868325841714294, 0.40027028107595863] Predicted: 0.11609477514819842 Movie Vector: [-0.43373076569686736, 1.0271104817194927] User Vector: [0.9603060101753776, -0.00605295494706129] Predicted: -0.42273131456817276 Movie Vector: [0.0847678552956819, 0.17009774261573088] User Vector: [-1.4613724901437415, -0.937595118809346] Predicted: -0.28336022497459273 Movie Vector: [0.08280888765142214, -0.8745265997857361] User Vector: [-1.3562822864725077, -0.2405135467953969] Predicted: 0.09802326679727016 Movie Vector: [-0.4019573364302421, -0.10774094533948136] User Vector: [0.14545169696549828, -0.7369908771596357] Predicted: 0.020938717120242326 Movie Vector: [-0.9776915388348213, -0.49478744863845037] User Vector: [0.3990217628078553, 0.13029013249355906] Predicted: -0.4545861235474488 Movie Vector: [0.34713121348350945, -0.10821386038338965] User Vector: [0.5506734289681398, -0.3683639523327205] Predicted: 0.2310180209388421 Movie Vector: [1.4873336514859403, 0.22558130417303385] User Vector: [0.53650208013491, -0.753354735616403] Predicted: 0.6280148541115789 Movie Vector: [0.46429786360299063, 0.7481933681794075] User Vector: [0.5892203511714942, -1.2299829780312304] Predicted: -0.6466913568961958 Movie Vector: [-0.4505381935129206, -0.41633452723190545] User Vector: [-0.3348547040367915, 0.48849820002875677] Predicted: -0.05251383371656948 Movie Vector: [0.0737915756098722, 0.8610202387612476] User Vector: [-0.31136312733642063, 0.517120290276865] Predicted: 0.4222750600495002 Movie Vector: [0.392277501346332, -1.9154935464038045] User Vector: [-0.5906228095848701, 0.5057871582249898] Predicted: -1.2005200774159912 Movie Vector: [-1.3812590023219233, -0.17331946901140874] User Vector: [-0.9848882855045104, 0.9073025563173626] Predicted: 1.2031326133408904 Movie Vector: [-0.38900373444053116, -0.17337570032648159] User Vector: [-1.9637114324874785, -1.0103660421660856] Predicted: 0.9390640007478347 Movie Vector: [0.020510109587969783, 0.07654145880462619] User Vector: [0.0835329442493946, -0.20296521090980593] Predicted: -0.013821983488864324 Movie Vector: [-0.017970404156673687, 0.9035889454167221] User Vector: [0.0987082763784683, -1.1486843568942946] Predicted: -1.039712314282931 Movie Vector: [-0.5464839935302734, 0.5760860443115234] User Vector: [-0.1058669064409735, -0.10611779312672436] Predicted: -0.003278409858884175 Movie Vector: [0.0811758512186394, -0.8378376282045714] User Vector: [-0.03377798939252407, 0.6546039747880372] Predicted: -0.5511937986910865 Movie Vector: [0.5365764795981214, -2.0907926207432794] User Vector: [0.7798955392915805, 0.6605785870816621] Predicted: -0.9626592323640062 Movie Vector: [-0.4635570317460286, -0.022987389458670363] User Vector: [-0.0012722992404293337, -0.36282195866986716] Predicted: 0.008930112927487986 Movie Vector: [-0.6636474082548828, -0.13717513056992683] User Vector: [0.2922146796750923, -0.09856109376179294] Predicted: -0.18040738391451702 Movie Vector: [0.47130214676672505, 0.1731743928851199] User Vector: [0.7814731247120968, 0.9673816478013748] Predicted: 0.5358356908635219 Movie Vector: [-0.6930694032278588, -0.6276501451041481] User Vector: [-0.10304963778029408, 1.1344837911706067] Predicted: -0.6406383651872999 Movie Vector: [-0.388866223328954, 0.3995128849502638] User Vector: [-0.6448723807525407, -0.9056926713098252] Predicted: -0.11106680476090752 Movie Vector: [-0.7084679554699944, 1.5948401940290902] User Vector: [-0.4988206936097121, 0.0575168391444712] Predicted: 0.44512864384890566 Movie Vector: [0.5190492454738475, 0.31391401506975486] User Vector: [0.6331945162189135, 0.06656415643466856] Predicted: 0.349554557487743 Movie Vector: [-2.3129725471875333, 1.2676411863530708] User Vector: [-0.02323570623319294, -0.2419227374180022] Predicted: -0.2529276752344492 Movie Vector: [-0.6810802278740076, -1.0175286027959431] User Vector: [-0.9214958493117517, 0.48924166292761484] Predicted: 0.12979521732590027 Movie Vector: [-0.4892881681015663, -0.3502879154657751] User Vector: [0.2563561179282027, 1.1290426142041676] Predicted: -0.5209219991243266 Movie Vector: [0.15023445313263672, -0.006258070591931383] User Vector: [-0.14464450666612783, 1.0637735684862735] Predicted: -0.028387758443043594 Movie Vector: [0.46335343487526726, 0.6022843799318605] User Vector: [0.4338470644563986, -0.08407123945007838] Predicted: 0.15038973320413032 Movie Vector: [-0.19715563521717527, 1.0234118044818927] User Vector: [-1.1727661252461774, -1.0388702163349965] Predicted: -0.8319745923377976 Movie Vector: [0.10822347622460322, -0.1404263119236816] User Vector: [-0.7592700508997277, 0.007271751088100943] Predicted:
avg loss: 14.958062351306637: 11%|█████▎ | 8007/70000 [00:13<01:41, 608.15it/s]
-0.08319198948812899 Movie Vector: [-1.4222787622677984, 0.887392188750371] User Vector: [0.32773820252983793, -0.5069118468783245] Predicted: -0.9159646983468601 Movie Vector: [0.11219944491650638, -0.25651243782079625] User Vector: [-0.19016101979400651, 0.5903703640191427] Predicted: -0.1727733021573455 Movie Vector: [-0.20581845694224102, -1.0293786435533205] User Vector: [-0.006724531881610152, -0.1866472716003903] Predicted: 0.19351474803846985 Movie Vector: [0.15831562979013314, 0.4214162363694842] User Vector: [-0.0032101899126188993, 0.15222432777436384] Predicted: 0.06364158005678497 Movie Vector: [-0.2226340672879898, -0.6187325289780097] User Vector: [-0.8189464236075652, 0.6360821975205044] Predicted: -0.21123937353104635 Movie Vector: [0.5206251037857751, 0.05853205749888506] User Vector: [-1.0557072649427222, 0.5546908689804196] Predicted: -0.517160506540933 Movie Vector: [0.9106008988718833, -0.6050542902700256] User Vector: [-0.22367439165422387, -0.7950657222978026] Predicted: 0.27737982422796426 Movie Vector: [0.2203378215255948, 0.03225821077006563] User Vector: [0.8431240327453063, 0.6052054954651485] Predicted: 0.20529495908289183 Movie Vector: [-0.18044283981184975, 0.10804255946012015] User Vector: [0.6952590799086186, -0.7292763379954171] Predicted: -0.20424740489441345 Movie Vector: [-0.1554846838645343, 0.14084190375667027] User Vector: [0.6414484496225719, -0.13883914030756705] Predicted: -0.11928977824181843 Movie Vector: [-0.31847638725076793, 0.04956186178856625] User Vector: [-0.9720828840399925, 0.680374993478153] Predicted: 0.3433060964085249 Movie Vector: [-0.8870807564378886, 0.21641537204582945] User Vector: [1.7365436775852399, 0.12988455448305714] Predicted: -1.51234546491829 Movie Vector: [0.5473548790936569, 0.13518856000862245] User Vector: [1.9317709326763057, -1.0626133456638869] Predicted: 0.9137110772454347 Movie Vector: [0.6720758284331995, 0.5245601184658313] User Vector: [-0.1479191839290751, 0.21287936407109698] Predicted: 0.012255116355769494 Movie Vector: [-0.5371855851646692, 0.19120537630615422] User Vector: [-0.16974344852129292, 0.2819334009286793] Predicted: 0.14509091573962163 Movie Vector: [0.90565613841595, -0.4170027482389582] User Vector: [1.3849127788808822, -0.1600774776200094] Predicted: 1.3210075074628664 Movie Vector: [0.3040827909436634, -0.34909221635317184] User Vector: [-0.4096874494964241, -0.3608708043237022] Predicted: 0.0013982858410492016 Movie Vector: [-0.2270437542977529, 1.7680250670073026] User Vector: [0.9244241197092664, -1.896894742497601] Predicted: -3.563642176912308 Movie Vector: [0.6638401045191547, -0.03255995728632799] User Vector: [0.33598758306357107, -0.027328743081143747] Predicted: 0.22393185496547025 Movie Vector: [-0.6487839827732247, 0.7181792824128865] User Vector: [-1.1208563031199068, 0.1716872573470639] Predicted: 0.8504958477355569 Movie Vector: [0.8077670015443794, 0.9018365077682998] User Vector: [-1.21563542115093, -0.8163407236810178] Predicted: -1.7181560465077612 Movie Vector: [-0.7615388523096367, 1.2218814271273517] User Vector: [0.20303726051770468, 0.031106833867096145] Predicted: -0.11661189979180467 Movie Vector: [-0.548467330379548, 0.8748354271228659] User Vector: [-0.3309125825552118, -0.9976664299779116] Predicted: -0.6912991966528121 Movie Vector: [1.0290253195557235, -1.992057327648292] User Vector: [-0.2787583565324938, 1.2105421981815405] Predicted: -2.6983188632246864 Movie Vector: [-0.5513542250741815, 0.2147386135004106] User Vector: [0.4619769210676391, 0.586311592036515] Predicted: -0.12880918896426488 Movie Vector: [0.033093682710790745, -0.7449199385794211] User Vector: [-0.0711544691617641, 0.024180969300787142] Predicted: -0.02036764959222739 Movie Vector: [-1.1130914192185457, 1.1207562363571675] User Vector: [0.47058826705339324, -0.12744388246563293] Predicted: -0.6666412881009854 Movie Vector: [-0.9419684293716577, 0.5267174875284765] User Vector: [-0.5730633072509275, -0.2885484581864281] Predicted: 0.38782402453551273 Movie Vector: [-0.10369052723933657, -0.34191025528418933] User Vector: [1.1308772679290486, 0.6867876336647982] Predicted: -0.352080995306899 Movie Vector: [-0.7568675682118245, 1.5158717049476482] User Vector: [-0.34621943275041217, -0.3070389874131856] Predicted: -0.20338945320194335 Movie Vector: [0.09048602922623404, 0.11974748145821282] User Vector: [-0.9107220601345963, -0.23255221968180761] Predicted: -0.11025516556472865 Movie Vector: [-0.4753336571389994, 0.8142478249731822] User Vector: [-0.16310587878306296, -1.1945782787208794] Predicted: -0.8951530513458601 Movie Vector: [0.023662852437509915, 0.9442753759377568] User Vector: [-0.593480278186685, -0.3523742572219479] Predicted: -0.3467817704563465 Movie Vector: [1.4028658885487366, -1.58952738642037] User Vector: [-0.08452628220583244, -0.366950451173158] Predicted: 0.4646987536066391 Movie Vector: [0.43167806493403016, -1.3735184110037035] User Vector: [-1.0723177214578647, 0.14835074094924877] Predicted: -0.6666585129732336 Movie Vector: [0.942063159143519, 1.1315307806234012] User Vector: [1.0683999896049885, 0.8906656010559477] Predicted: 2.0143158122734257 Movie Vector: [-0.9581279754638672, 0.0030612945556640625] User Vector: [0.7874671676299938, 0.13187751503604753] Predicted: -0.7540906071467973 Movie Vector: [0.2988245387313281, -0.3234640171073374] User Vector: [0.4744404599647315, 1.5703533931519458] Predicted: -0.36617836522262637 Movie Vector: [-0.46839377128574466, -1.1452582409177612] User Vector: [0.6611208945631349, -0.708835643735141] Predicted: 0.5021349533636845 Movie Vector: [0.7439743824993605, 0.4407597495147194] User Vector: [-0.09064640339516655, 0.26867366738086496] Predicted: 0.05098193634428409 Movie Vector: [1.5278901085688725, -0.36278477144004506] User Vector: [-0.13238708754833278, 0.10653009410549083] Predicted: -0.24092041740888598 Movie Vector: [0.34671008888380594, 1.3673413642003989] User Vector: [1.0455627091298705, -0.1667181980828925] Predicted: 0.13454645141231578 Movie Vector: [-2.505333953770893, -0.6308544689943046] User Vector: [1.5164983762707391, 0.1835675877416516] Predicted: -3.9151393059988355 Movie Vector: [-1.1208295768841863, 0.14138985347937671] User Vector: [0.3595372834789142, 0.6262092562655823] Predicted: -0.314440386324941 Movie Vector: [-0.8914504507199661, 0.9331105958968732] User Vector: [0.22492967425275928, 0.24674596653124406] Predicted: 0.02972761637220167 Movie Vector: [0.8209689201600809, -0.11002769526066586] User Vector: [-1.2280797190112591, -0.7798069448487244] Predicted: -0.9224149198972026 Movie Vector: [0.6282902462017347, 0.36750917102940384] User Vector: [-0.0479735785732483, -0.06350053011929777] Predicted: -0.05347835867703525 Movie Vector: [0.3920416639661208, -0.014924081615308893] User Vector: [-0.11990370880005924, -0.47849566259929455] Predicted: -0.03986614119248125 Movie Vector: [-0.00749245010181953, -0.1824913229436621] User Vector: [0.8795772884911967, 0.7291741923520271] Predicted: -0.13965815196341175 Movie Vector: [-0.04206816839244121, -0.6112699025787751] User Vector: [-1.165571108824193, -0.32511802939717427] Predicted: 0.24776830783559461 Movie Vector: [-0.9034210578976084, -0.2753857552617088] User Vector: [1.3718302699983715, -0.1540537320432285] Predicted: -1.1969161504282813 Movie Vector: [-1.009330828534607, 0.49279921676804067] User Vector: [-0.8798841741870654, 0.758027886116498] Predicted: 1.2616497711132628 Movie Vector: [0.6560613390037899, -0.0992107203217226] User Vector: [0.1727169126539762, 0.4504046819113149] Predicted: 0.06862791605567037 Movie Vector: [-1.6518262555096856, -1.3506608837876608] User Vector: [0.7149570341833045, -0.02655721880060337] Predicted: -1.145115004009153 Movie Vector: [-1.6966009407109335, -0.7167399908484449] User Vector: [-1.001090999133427, -0.07827929290020019] Predicted: 1.7545578305439327 Movie Vector: [-0.3108632277149243, 0.8614716737554862] User Vector: [-0.33250858217517654, -0.14286650354013014] Predicted: -0.01971075483042148 Movie Vector: [-0.18066114591105598, -1.4515350173708323] User Vector: [1.3019440883430176, -0.1326422827431736] Predicted: -0.0426757927264553 Movie Vector: [-1.067204656710343, 0.23478884969594851] User Vector: [-1.1532527970552102, -0.6160276370605066] Predicted: 1.086120335095199 Movie Vector: [-0.8070340851657835, -0.19802560455418342] User Vector: [0.2373708704958462, 1.4486040400673186] Predicted: -0.4784270741095842 Movie Vector: [-0.08275759401234509, -0.6471261690554688] User Vector: [0.42807848535225157, 0.3516111651478843] Predicted: -0.2629635317954814 Movie Vector: [-0.3209881087619304, 0.35694418576076403] User Vector: [0.5444999717982812, 0.1064511358942224] Predicted: -0.13678090214338307 Movie Vector: [1.6345439733172336, 0.463443713452485] User Vector: [0.2185013151808477, 0.26394681510560236] Predicted: 0.4794745000372408 Movie Vector: [-0.5112629279487805, 0.5511038671963422] User Vector: [1.1037861415089956, -0.7185301855828976] Predicted: -0.9603096985092163 Movie Vector: [0.5751604364368883, -0.35073000502728363] User Vector: [0.22119486627721016, -0.5959397617762793] Predicted: 0.336236491469352 Movie Vector: [-0.7613438380137894, -0.5029513659791661] User Vector: [-0.9986169923767483, -0.49332803307776485] Predicted: 1.0084109017941776 Movie Vector: [0.07717352302580016, 0.32050295236410214] User Vector: [-0.25116808791259704, 0.3132202584443148] Predicted: 0.08100449135578097 Movie Vector: [-1.4371120881597892, -0.7310406250156871] User Vector: [-0.6244182586669922, -0.18805503845214844] Predicted: 1.0348349004454283 Movie Vector: [0.03985234615915459, 0.4033606024053559] User Vector: [-0.4756439355693875, 1.0599307071865463] Predicted: 0.40857876178988634 Movie Vector: [0.03559799614678942, 0.039881478660130705] User Vector: [-0.7616125004110745, 0.15382970128321866] Predicted: -0.02097692290595912 Movie Vector: [0.79557779104491, 0.07031616011500025] User Vector: [0.5570340794362304, 0.4954533959439573] Predicted: 0.478002322773327 Movie Vector: [1.3460657127921458, -0.14136167118400939] User Vector: [0.8374087907652901, 0.6639277245329216] Predicted: 1.0333533281545186 Movie Vector: [-0.18768416215058337, -0.6010692434009194] User Vector: [-1.796781696412483, 0.4310685583546535] Predicted: 0.07812541503452403 Movie Vector: [-0.24330703591656866, -0.8354459915240005] User Vector: [-0.3349256375273701, 0.2692389396846985] Predicted: -0.14344482880250198 Movie Vector: [0.8161049789465841, -0.890224015410655] User Vector: [0.9666582990516355, -0.5707164479787644] Predicted: 1.2969601387766376 Movie Vector: [-0.010099493422785877, -0.286573165507522] User Vector: [0.70449597154842, 0.8121914630964809] Predicted: -0.2398673310087767 Movie Vector: [-2.013014855589329, 0.5994333962731276] User Vector: [0.31968270301625856, 0.3305918630024279] Predicted: -0.4453582270268741 Movie Vector: [-1.6794325534496468, 1.3763643859906187] User Vector: [-0.9987149505910716, 0.5071624829338508] Predicted: 2.3753147790602283 Movie Vector: [0.5289443544394425, -0.056448711040919586] User Vector: [-0.5837374376092479, -0.20823874751380184] Predicted: -0.29700981321242836 Movie Vector: [0.890186571642613, -0.933961894127019] User Vector: [-0.02122159759886684, 0.027895879757817175] Predicted: -0.04494486990826488 Movie Vector: [-1.4862921281387576, -1.356809681308869] User Vector: [0.9772578334564871, 0.4070398610885492] Predicted: -2.0047662492318743 Movie Vector: [-0.40526778905124555, 0.08142121536698461] User Vector: [-0.5262478178741846, 0.5023750113460674] Predicted: 0.25417527363671283 Movie Vector: [-0.6193115816900043, 0.14170905372730389] User Vector: [0.8974981587662693, -1.2508688517137925] Predicted: -0.7330904455827255 Movie Vector: [-0.22326834846642424, 1.0230360189797367] User Vector: [-0.7402093775611398, -0.2961409263786766] Predicted: -0.1376975091319771 Movie Vector: [-0.22359767550129828, 0.15408119648829116] User Vector: [0.8977680400227959, -1.0508655314182955] Predicted: -0.3626574653176886 Movie Vector: [1.8141204851062451, -0.5805636472234619] User Vector: [-0.07656756991651724, -0.06465216129781098] Predicted: -0.10136810251642192 Movie Vector: [-0.7192263615450569, -0.3396855692319453] User Vector: [-0.18047100531625138, -0.7301918094499704] Predicted: 0.37783512495950344 Movie Vector: [-1.132170318334054, 0.37933353113851026] User Vector: [0.11941691341407284, -0.10240228325523548] Predicted: -0.1740449045783354 Movie Vector: [0.07649199772367135, -0.14565576161941657] User Vector: [0.2413654327392578, 0.5357265472412109] Predicted: -0.05956913412649467 Movie Vector: [-0.7092650495706108, 0.5021812402635681] User Vector: [-0.03519981219238063, -0.15977680540664257] Predicted: -0.05527091776495351 Movie Vector: [-0.48101706620166995, 0.9243267429519788] User Vector: [0.285621872393246, -1.0064039601292296] Predicted: -1.067635089661851 Movie Vector: [-0.3940811864498862, -1.2249341509410794] User Vector: [0.12166568160825755, 0.8589180533995099] Predicted: -1.1000642126273095 Movie Vector: [-0.9182929143700266, -0.8938150577332487] User Vector: [-0.9032830788000268, 1.1768262289974543] Predicted: -0.22238655288095377 Movie Vector: [-0.02090458762099244, -0.31523822622874226] User Vector: [1.5899386040749546, -0.1639554740039988] Predicted: 0.01844802194462994 Movie Vector: [0.2131786009208535, -0.19866797842602263] User Vector: [0.46445711269949125, 0.3067066570434232] Predicted: 0.038079525948396406 Movie Vector: [0.2811033706607523, -1.0043585527414096] User Vector: [0.3103882964543899, 0.1289213588027145] Predicted: -0.04223207299757248 Movie Vector: [-0.5987167910769043, -0.5154961273268363] User Vector: [-0.3170707698430115, 0.4224631810460354] Predicted: -0.02794253990271578 Movie Vector: [0.15044482714417315, -1.4963953018220508] User Vector: [-0.6732583357958838, -0.971807609970857] Predicted: 1.352920107883121 Movie Vector: [-1.8921586181282586, 0.5598331206217633] User Vector: [0.359170915196688, -0.028465836635555932] Predicted: -0.6955444607252197 Movie Vector: [0.3131784030208351, 0.014859037246970602] User Vector: [-1.4618070015462143, 0.813673886567762] Predicted: -0.44571597168152116 Movie Vector: [-1.119521647893138, -0.13326312817486716] User Vector: [-0.2479769186827287, 0.5600388821543091] Predicted: 0.20298299530771208 Movie Vector: [1.0437580607028667, 1.0183504400658705] User Vector: [0.03247763451558848, 0.6017792238118422] Predicted: 0.6467209302094946 Movie Vector: [-0.1993940994142954, 1.0256334220443233] User Vector: [0.6557250094700382, 0.3658290191587733] Predicted: 0.24445877107622238 Movie Vector: [0.6755738212345798, -0.03351436079903787] User Vector: [-1.1119206802863995, 0.3199844609905367] Predicted: -0.7619085775665588 Movie Vector: [-1.6186453383409756, -1.091444524085523] User Vector: [1.093933251413098, -0.39615456699950374] Predicted: -1.3383092250129176 Movie Vector: [-1.4361332685053254, -0.7307458354812637] User Vector: [0.5574935721002422, -0.36407565598093056] Predicted: -0.5345882964628559 Movie Vector: [-1.2184244510328623, 0.15401248148670008] User Vector: [-0.3693426385012142, 0.15106091250370307] Predicted: 0.4732813675492114 Movie Vector: [-2.074136734008789, -0.8281230926513672] User Vector: [-1.7898359721682529, -0.2767531296073913] Predicted: 3.9415501953159233 Movie Vector: [0.6636828795723675, 0.4095241164619111] User Vector: [-1.0456143544003047, -1.7130713887687026] Predicted: -1.395500392572278 Movie Vector: [-0.7363033294677734, 0.9644412994384766] User Vector: [-0.47073330339857167, -0.22195028788908205] Predicted: 0.1325444745212416 Movie Vector: [0.1560164507536876, -0.09506326737736573] User Vector: [1.1549327375479088, -1.1500058719788662] Predicted: 0.2895118222649325 Movie Vector: [-0.5830229118053528, 0.7920000437400992] User Vector: [0.040936633362556415, 0.6893645527342278] Predicted: 0.5221097607358366 Movie Vector: [-0.8559364231064216, 0.6990936724915855] User Vector: [0.14717180540259334, -0.14137310812594733] Predicted: -0.2248027540497286 Movie Vector: [-0.5328960089638695, -0.396110762360628] User Vector: [0.09503058229993626, -0.2534523827637323] Predicted: 0.049753798521511114 Movie Vector: [-1.2449288673421162, 0.8547605758911209] User Vector: [0.19144452271572177, -0.13001315075747163] Predicted: -0.3494649284382111 Movie Vector: [2.254400036619478, -0.4494606443777168] User Vector: [-0.5483916374917172, 0.16910654923451407] Predicted: -1.3123008662305795 Movie Vector: [-0.03701835178218378, 0.5746601967822931] User Vector: [-0.02948722214538188, 0.7256130905411936] Predicted: 0.41807252976066733 Movie Vector: [0.8942088630140097, 0.6101798999943326] User Vector: [-0.39674203711100536, 0.431309189356441] Predicted: -0.0915940478867443 Movie Vector: [1.2826100863950665, 0.4624028581303888] User Vector: [0.508501958891043, 0.8252972771683148] Predicted: 1.0338295611951576 Movie Vector: [-0.5281796073925342, 0.982922171399576] User Vector: [-0.09701286955309613, 0.42633335874720024] Predicted: 0.4702927300724499 Movie Vector: [0.9595963385307958, 1.207337612818971] User Vector: [0.23239805779179076, 0.4884777445246992] Predicted: 0.8127658793283163 Movie Vector: [-0.19862502397233123, -0.6252883444687964] User Vector: [0.801133200136317, -0.6937056525359722] Predicted: 0.2746409579407578 Movie Vector: [-0.48404849520355786, -0.0570199277915035] User Vector: [0.6084715952420777, -0.8375671675563711] Predicted: -0.24677174063643764 Movie Vector: [0.1535230093848899, -0.6220476757671046] User Vector: [1.2853376416182745, -0.26606797764569146] Predicted: 0.36283586990747096 Movie Vector: [-1.9983018155957573, -0.8163971293057413] User Vector: [-1.961198732450486, 0.8601318844837765] Predicted: 3.2168577864830112 Movie Vector:
avg loss: 14.942778080293776: 12%|█████▎ | 8134/70000 [00:13<01:42, 605.30it/s]
[-0.4434765173272932, -0.358494336487853] User Vector: [-0.992556402048935, 0.398222311004095] Predicted: 0.29741501327349784 Movie Vector: [0.7362868012758818, -0.6897054469374149] User Vector: [-0.19429656529620612, 0.07352528118917434] Predicted: -0.19376878348461268 Movie Vector: [0.04498500500161562, 0.10812882781577565] User Vector: [-0.06891641347504796, -0.3959114777985234] Predicted: -0.04590964921803427 Movie Vector: [-0.6011669087197159, -0.786835692963353] User Vector: [0.5120569996037398, 0.2623467951073496] Predicted: -0.5142555458650793 Movie Vector: [-1.0654772958635634, -0.1076714322386596] User Vector: [-0.15513108779174317, -0.0541850600611616] Predicted: 0.17112283494744263 Movie Vector: [0.04144724571940573, 0.1591036847925696] User Vector: [1.0330949790460986, 0.2137544870094225] Predicted: 0.07682806797215253 Movie Vector: [0.534238094048475, -0.6968776008812116] User Vector: [0.8896578094422108, -0.2086458716243767] Predicted: 0.6206897269231131 Movie Vector: [0.5549510081274918, -0.3165171084207402] User Vector: [1.0705664341279266, -0.8363274061778623] Predicted: 0.8588238541831817 Movie Vector: [-0.7552955498462132, 0.3484232379695951] User Vector: [0.5165713891286171, -0.644774390825577] Predicted: -0.6148184523980418 Movie Vector: [-1.032993896273989, 0.3665567327155087] User Vector: [-0.05677321438524948, -0.44247467177798316] Predicted: -0.10354568606448727 Movie Vector: [0.5372305037926259, -0.06218914789653193] User Vector: [-2.2727899850415687, -1.4283647085821713] Predicted: -1.1321833245665134 Movie Vector: [-0.5176543848330368, 0.1887094841508788] User Vector: [-0.3511674871234471, 0.22479286655575437] Predicted: 0.22420393540878514 Movie Vector: [-0.007715461750549019, 0.10885780312583182] User Vector: [-0.2219208502957481, -1.2312795141194024] Predicted: -0.13232216110877362 Movie Vector: [-0.901115657797994, -0.43016333090378256] User Vector: [-0.6119705925997949, 0.13550209052200823] Predicted: 0.49316825250021945 Movie Vector: [0.7117067309752418, -0.9269635220734802] User Vector: [-0.2255992074992848, 0.6371076397095319] Predicted: -0.7511360161249908 Movie Vector: [-2.4279028372326925, -0.4216475331705757] User Vector: [-0.5864014100171577, 0.13232449581575545] Predicted: 1.3679313498991552 Movie Vector: [-0.057288011018516216, 0.5477223718997903] User Vector: [0.4084787263852767, 0.19835010087845906] Predicted: 0.08523985394172308 Movie Vector: [0.0215762616897432, 0.3898357593667806] User Vector: [0.26444128208160833, -0.5131890740777345] Predicted: -0.19435379808806466 Movie Vector: [0.9518208140723872, 0.609289821466079] User Vector: [0.20948298160521595, -0.7911601635771572] Predicted: -0.28265557273121245 Movie Vector: [-0.6473621400043775, -2.148555594188306] User Vector: [0.4969430802725931, -0.49437667098302857] Predicted: 0.7404936261711447 Movie Vector: [-1.4055777916564327, -0.6293679433024361] User Vector: [0.6988048553466797, -0.5070400238037109] Predicted: -0.6631098484236192 Movie Vector: [-0.14942169297247754, 0.4808901550297758] User Vector: [-1.1836116770401237, 0.24115507807981978] Predicted: 0.2928263634893508 Movie Vector: [-1.843586373392181, -0.028434285854354036] User Vector: [1.11043046417594, 0.43283169636647983] Predicted: -2.0594817325356267 Movie Vector: [0.581961756021307, -0.06652910664194252] User Vector: [-0.28117848593375677, -1.2393907982504833] Predicted: -0.08117956284157277 Movie Vector: [-0.991819060956663, 0.7022763243079151] User Vector: [0.2924245100271163, 0.49672802578923136] Predicted: 0.058808129196181946 Movie Vector: [0.6389927491210239, -0.6294593226289987] User Vector: [-0.5818077721703071, 1.1769561198674832] Predicted: -1.1126169497749234 Movie Vector: [-1.130317537228472, -0.09216168738397133] User Vector: [-0.9341324492089343, 0.6864634497906521] Predicted: 0.9926006595749146 Movie Vector: [0.5619982137326629, -0.47237525573700967] User Vector: [-0.6992546675813613, 1.063221795179286] Predicted: -0.8952195415279298 Movie Vector: [0.1251551868678353, 0.16292961254942906] User Vector: [-0.40753009316102984, 0.10259509490589883] Predicted: -0.03428872590134502 Movie Vector: [0.11986728746835841, 1.0683394949605072] User Vector: [0.9277184945929726, 0.5049104834375381] Predicted: 0.6506189103570135 Movie Vector: [1.076799272399742, -0.47220100850944885] User Vector: [-0.020805786317224455, 0.5207144042564817] Predicted: -0.2682855224033993 Movie Vector: [0.2590491198970616, -0.29116961318093737] User Vector: [0.1788325715541006, 1.0735424749625793] Predicted: -0.2662565268981423 Movie Vector: [1.1118591068113297, 0.20069043240923867] User Vector: [-0.28585301381139877, 0.5263224487624886] Predicted: -0.21220039678683533 Movie Vector: [0.41596756336987006, -2.6340338970531536] User Vector: [-0.7794738067076659, 0.09835921841194145] Predicted: -0.5833173354715333 Movie Vector: [0.18976087155066168, 0.1198570797232129] User Vector: [-0.2216341398375586, -0.44289282975776134] Predicted: -0.0951413287460717 Movie Vector: [-0.18053816725323535, -0.4932713418351642] User Vector: [-1.0888719850758857, 0.7627498178196693] Predicted: -0.17965967356144266 Movie Vector: [-0.7172725559805226, 0.46583406356681656] User Vector: [0.20216259331657896, 0.7080629137660293] Predicted: 0.18483414434875634 Movie Vector: [1.6593271894682262, 0.49338152396732815] User Vector: [-0.14438782529784433, -0.28962620545576323] Predicted: -0.3824828629735403 Movie Vector: [0.623857174459254, 0.36164130763300145] User Vector: [-0.5401003781685083, -0.47175733040581996] Predicted: -0.5075524337019949 Movie Vector: [-0.5326816034363541, -0.8671399522435952] User Vector: [-0.198193400048994, -0.5057144530010365] Predicted: 0.5440991847528155 Movie Vector: [-1.0337183160608587, -0.5262645059811454] User Vector: [0.5883989168848537, 0.20109058507047267] Predicted: -0.714065574943816 Movie Vector: [-0.6890488139554856, 0.3062158138775378] User Vector: [-0.3690314479405436, -0.5096621600715412] Predicted: 0.09821406836681615 Movie Vector: [1.3696291717884366, -0.7752906590087059] User Vector: [0.5316154650428465, 1.4677731928479296] Predicted: -0.4098347968618251 Movie Vector: [-0.2769857764759961, -1.3315704943021505] User Vector: [0.4494194221441009, -0.23875630931514408] Predicted: 0.19343806920654627 Movie Vector: [-0.5368185862747656, -1.2433574538489147] User Vector: [0.5303734415296218, 0.6668639474447752] Predicted: -1.113864580838186 Movie Vector: [-1.965185638023216, -0.5654711326874445] User Vector: [1.3989815965344117, -0.4508375580240559] Predicted: -2.494322916774311 Movie Vector: [-0.4167280205388059, -1.0069524479136667] User Vector: [0.864316978423973, 0.6781166229022997] Predicted: -1.0430162969391237 Movie Vector: [-0.9564502998170681, 1.8194154011648056] User Vector: [-0.7643749683524573, 0.01001716864317733] Predicted: 0.7493120585588318 Movie Vector: [0.44406171594750454, -0.6954685551947195] User Vector: [0.6151242888179371, 0.17274776917459198] Predicted: 0.15301250577251718 Movie Vector: [0.3656188680151368, 0.7157630040721387] User Vector: [0.010084540486192485, -0.029540284299707953] Predicted: -0.017456744354489483 Movie Vector: [-0.212672350910299, 0.5799865141710292] User Vector: [0.28329704636626574, 0.6470394766831747] Predicted: 0.3150247217558637 Movie Vector: [-0.1548770045812376, -0.0896598820608208] User Vector: [-0.2509281545269763, -0.15380884055119476] Predicted: 0.05265348344196772 Movie Vector: [-0.5435888237847486, 1.050639609409794] User Vector: [-1.9284919947563128, -0.2274308104054996] Predicted: 0.8093588772957007 Movie Vector: [1.925765107366988, 0.02727384849584446] User Vector: [-0.4010501440511641, 1.6691271731265442] Predicted: -0.7268048520780855 Movie Vector: [-0.3622209165656406, -0.5950161589616152] User Vector: [0.6863055503138166, -1.0735349134569465] Predicted: 0.3901763952375853 Movie Vector: [-0.3677666962991266, -0.21708297380435204] User Vector: [1.35550124358203, 0.01931639613675379] Predicted: -0.5027014748980703 Movie Vector: [-0.9072616273961819, 1.0077509686103077] User Vector: [-0.8391505698285082, -1.1017447155180256] Predicted: -0.3489551926115323 Movie Vector: [-0.05195305818412613, 0.3112507477800991] User Vector: [-0.47771683890295413, 0.9983705417981268] Predicted: 0.3355624284233516 Movie Vector: [1.2000496718420126, -0.8948967470076101] User Vector: [-0.6513247177177144, 1.0229353284769693] Predicted: -1.6970435116129357 Movie Vector: [-0.6208492387247572, 0.8839724068967201] User Vector: [0.3461352262943539, 1.2113121887661669] Predicted: 0.8558687592662915 Movie Vector: [0.32637055582501995, 0.10836989897358904] User Vector: [0.09529155298279969, 0.3923056421878991] Predicted: 0.07361447992309726 Movie Vector: [0.48889375294592463, -0.9017529039335035] User Vector: [-0.13748911657657925, 0.5223485168050628] Predicted: -0.5382468620866674 Movie Vector: [1.1441070557796584, -0.08828446985853852] User Vector: [-1.009463637046045, 0.3578184671262473] Predicted: -1.186524283373212 Movie Vector: [1.232097160778636, 1.6398586550766234] User Vector: [0.8462732116493719, -0.053719839790073415] Predicted: 0.9545978770871273 Movie Vector: [-0.47783593781443195, 1.2032548762573552] User Vector: [-1.045925201897803, 0.5458532350088791] Predicted: 1.1565812164778715 Movie Vector: [-1.0337241220156368, 0.8417147527418194] User Vector: [0.010584821211254276, 0.18894490726613122] Predicted: 0.14809593088804132 Movie Vector: [0.1177845987207005, -0.2074072619113929] User Vector: [0.39370985605169734, -0.5880974870820225] Predicted: 0.16834864694008694 Movie Vector: [-0.060985910637684174, -1.463727550473148] User Vector: [0.2777441791443974, -0.21397032900054938] Predicted: 0.29625578385247053 Movie Vector: [-1.5452600228253248, 0.9856279426832365] User Vector: [-0.38873969386289065, 0.012962509298821007] Predicted: 0.6134801195838895 Movie Vector: [0.03549013036048865, -0.2818857134253543] User Vector: [-0.7116474715207022, -0.4742580237010156] Predicted: 0.10843009982367752 Movie Vector: [-0.8096399855461589, -0.4627676736879857] User Vector: [-0.2994828591176249, 0.6557425014676863] Predicted: -0.06098313421522558 Movie Vector: [-0.0724272286681591, 0.03537111771859636] User Vector: [-1.3168271352061798, 0.7375142953279502] Predicted: 0.1214608449972074 Movie Vector: [0.6230641370918264, 0.32484851203687726] User Vector: [-0.17253382026670094, 0.4752725843789497] Predicted: 0.04689195600379473 Movie Vector: [-0.5241545094293503, -0.10686249845218822] User Vector: [-0.7910281452406929, -0.8692423837974262] Predicted: 0.5075103823065731 Movie Vector: [0.8337289969216218, 0.10424971141603491] User Vector: [0.04156216899725215, 0.3469992369463348] Predicted: 0.07082615578120569 Movie Vector: [-0.8067759737833049, 1.471611259517594] User Vector: [0.3577049033084013, -0.08853683501243798] Predicted: -0.41887952498005365 Movie Vector: [-0.0006008148193359375, -0.6467533111572266] User Vector: [-0.5476311904002191, -1.0537869035084868] Predicted: 0.6818691940329576 Movie Vector: [-1.1637706319365804, -0.3649593169722643] User Vector: [-1.6645847919511896, -0.3196392295700294] Predicted: 2.053850210142476 Movie Vector: [0.9824702418018973, 1.2554162963695636] User Vector: [-1.6434177841841857, -0.40183902555793904] Predicted: -2.1190843290116774 Movie Vector: [-0.2604389190673828, 1.1570072174072266] User Vector: [0.14859798483689823, 1.2855218004377762] Predicted: 1.4486573026943264 Movie Vector: [-0.18642464692541302, -0.6515359090678176] User Vector: [-0.9991450907413251, -0.522999624809043] Predicted: 0.5270183067607986 Movie Vector: [-0.10221118682894419, 0.06771603421141098] User Vector: [-0.8570091616364489, 0.736246130654261] Predicted: 0.1374515917055428 Movie Vector: [-0.07831704215190219, -0.5336590556241669] User Vector: [1.225125597299104, -0.5457408140381769] Predicted: 0.19529131439012928 Movie Vector: [0.6122824024713764, -1.6357393402100362] User Vector: [-2.254227531079284, 1.2936858935356907] Predicted: -3.4963567583774453 Movie Vector: [-2.6517374325324417e-05, 0.6947730000370698] User Vector: [1.0510433410931295, -0.31123967788962015] Predicted: -0.21626879564765056 Movie Vector: [0.16991615295410156, 0.24741172790527344] User Vector: [-0.0522203273949961, 0.03728565085978189] Predicted: 0.0003518301683299637 Movie Vector: [1.8657955611388328, -0.14828091869495919] User Vector: [0.7021145712943593, 0.7446192215415823] Predicted: 1.199589428283799 Movie Vector: [-0.8356751199013188, 0.4144603720000539] User Vector: [-0.23408535832083974, 0.38416512468769515] Predicted: 0.35484053036942015 Movie Vector: [1.2013606787151907, 0.3809785330447336] User Vector: [0.5141149207586918, 0.02026396651316298] Predicted: 0.6253575863761209 Movie Vector: [1.106114052475663, 0.07796445045716961] User Vector: [-0.9325246717283419, 0.3836902989589552] Predicted: -1.0015644403748916 Movie Vector: [0.26128362670367944, -0.30497165282813643] User Vector: [0.18897614655145653, 0.36543192271768066] Predicted: -0.0620700045359243 Movie Vector: [-0.5562998975085383, 1.109865057665353] User Vector: [-1.2599405313990995, 0.5098964810866872] Predicted: 1.2668210758688088 Movie Vector: [-0.7698786083515864, 0.02872325351437749] User Vector: [0.34177207149249944, -0.0889781546140254] Predicted: -0.2656787488663045 Movie Vector: [-0.9598498136413058, 1.0235574021757856] User Vector: [0.2132214773700474, 0.3371326423288017] Predicted: 0.14041401625276265 Movie Vector: [0.6521883131092379, 0.5531814338534898] User Vector: [0.16737419998210992, 2.2204063978687905] Predicted: 1.3374470920548605 Movie Vector: [-0.543422994852783, 1.1349022506296398] User Vector: [-0.4595156711972544, 0.4083609750986582] Predicted: 0.7131611719325802 Movie Vector: [-0.2885377161059075, 0.9747073804747146] User Vector: [-0.7574617553775209, 0.45845719116817285] Predicted: 0.6654178927975267 Movie Vector: [-0.9150731334169563, -0.42707287664397114] User Vector: [0.6896074330481479, -0.14081163647785205] Predicted: -0.5709044039314511 Movie Vector: [0.679774071937914, 0.9191374497735347] User Vector: [0.5445130753730147, -0.6229852500875335] Predicted: -0.20246320354223274 Movie Vector: [-0.27100765576893415, 0.1724606814513427] User Vector: [-0.39044102939847813, 0.12484199179723814] Predicted: 0.1273428430723857 Movie Vector: [0.004935423588036586, 0.45446324643890007] User Vector: [-1.7019552990524471, -0.24166575392397283] Predicted: -0.11822807341012036 Movie Vector: [0.22380987911780467, -0.4858047997842964] User Vector: [-1.2857117179225044, -0.6970505015724198] Predicted: 0.05087549518735207 Movie Vector: [-0.7347241257095442, 0.2796221159805429] User Vector: [-0.04197955332355554, -0.3629714297420349] Predicted: -0.07065144861162423 Movie Vector: [0.5923721196177303, 0.40939468647484534] User Vector: [-0.057559583627073876, 0.28340569552605144] Predicted: 0.08192809330758954 Movie Vector: [1.2512169167046951, -0.6153821123543192] User Vector: [-0.9473256973733664, 0.35803668842233866] Predicted: -1.4056393118043127 Movie Vector: [-0.24780068159158086, 1.2342728492454882] User Vector: [-0.04064125612076547, 0.08982662224541561] Predicted: 0.12094149194441098 Movie Vector: [-1.0318893948003864, 0.8744656473129571] User Vector: [1.0263022714881997, 0.6588893737527063] Predicted: -0.4828543070819311 Movie Vector: [1.0003828039815708, -0.3491568483889565] User Vector: [-0.40498695712032673, 0.34824139674718274] Predicted: -0.5267328563068111 Movie Vector: [0.4743848195369187, -0.3602745611674597] User Vector: [0.09086141641220925, 1.1245435052398944] Predicted: -0.36204114123644515 Movie Vector: [0.14652168375169233, -0.8114881635131448] User Vector: [-0.7551712579657174, 0.1610460140236875] Predicted: -0.24133589839921485 Movie Vector: [0.3889300163637509, -0.14663036322424522] User Vector: [1.052709584378235, 0.14121743837322065] Predicted: 0.38872359159624154 Movie Vector: [-0.04044437588170328, 0.6589668134878036] User Vector: [0.32684684120856855, 0.607310595511457] Predicted: 0.3869784114199785 Movie Vector: [-0.6825647839315132, 0.5873960489182054] User Vector: [-1.701040665053598, -0.1574445054321727] Predicted: 1.0685881735862874 Movie Vector: [1.5445995249027613, 0.14516872326202757] User Vector: [1.051037116614279, -0.14815415548278593] Predicted: 1.6019240813801834 Movie Vector: [0.803922559143736, 0.2455365466006706] User Vector: [0.00965039285391689, -0.8176990326114185] Predicted: -0.19301682810625354 Movie Vector: [-0.05906937013259134, 1.1039205962949066] User Vector: [0.2940112778162522, 0.3784675648958399] Predicted: 0.40043107892561247 Movie Vector: [-1.053217780481983, 0.1867350745404918] User Vector: [0.11104645597519974, 1.41760724697615] Predicted: 0.14776089304064266 Movie Vector: [0.3060570939438947, -0.6536225974737111] User Vector: [0.8305826929688577, -0.2736234297038638] Predicted: 0.4330521821428476 Movie Vector: [-0.011277722045354321, 0.100637225174214] User Vector: [-0.7777116533782219, 1.5030040643227978] Predicted: 0.16002897431724475 Movie Vector: [0.1580359062681219, 0.43468047501575807] User Vector: [0.5323353429218933, -1.3216008538454815] Predicted: -0.49034598857357253 Movie Vector: [0.09950211477875158, -1.0141414381251006] User Vector: [-0.6343886445265983, 0.28195933856026467] Predicted: -0.34906966082233115 Movie Vector: [-0.2976136852486033, -0.7097374914653856] User Vector: [-0.5716710864357828, 1.1316007490343762] Predicted: -0.6330023381757833 Movie Vector: [-0.6938397464520873, 0.8499004868397043] User Vector: [0.0790194739018126, 0.7880384533834018] Predicted: 0.6149274134421499 Movie Vector: [1.828139464288995, -1.0764852091560375] User Vector: [0.9199970864872777, 0.020758099729801204] Predicted: 1.659537193508971 Movie Vector: [-2.0418346261691056, -0.21446082644710848] User Vector: [0.362030146609629, -0.25189553789965086]
avg loss: 14.93861924993258: 12%|█████▌ | 8267/70000 [00:13<01:37, 635.04it/s]
Predicted: -0.6851839638283204 Movie Vector: [-0.9983826943143884, -0.5667678921826115] User Vector: [-1.1012590073819049, -1.5715679648270413] Predicted: 1.990192197774674 Movie Vector: [-0.8509615584677924, -0.9868743929514415] User Vector: [0.0044679554721315795, 1.3390297823222859] Predicted: -1.3252562619249364 Movie Vector: [-0.2990367371827069, 1.3147628706602963] User Vector: [-0.027593651526026997, -0.5608133371112678] Predicted: -0.7290850374856912 Movie Vector: [-0.17404113407443228, 0.1294242668557481] User Vector: [-0.14350322986585198, -0.3243334372445573] Predicted: -0.0170011524629848 Movie Vector: [-0.7683654073129261, 0.844922922537401] User Vector: [0.6241453499241931, -0.04113095743393139] Predicted: -0.5143241847788103 Movie Vector: [-1.890909317916723, -0.8634967474523788] User Vector: [-0.9613833609251298, 1.843705054831933] Predicted: 0.22585543715454004 Movie Vector: [0.07577800282780509, -0.7332294772906097] User Vector: [-0.37597602689749543, -0.6740179878561953] Predicted: 0.4657191444908413 Movie Vector: [0.8069174930141649, 0.1343705164028774] User Vector: [1.0068557823747895, -0.35993002441566696] Predicted: 0.7640855604910474 Movie Vector: [-1.3693679292523195, 0.8128525548517032] User Vector: [0.44125510065646284, -0.10403052324444294] Predicted: -0.6888020600597693 Movie Vector: [0.34537854108977656, -0.7298327018583091] User Vector: [0.08723752104305275, -0.18914014035988172] Predicted: 0.16817062741485053 Movie Vector: [0.9381939619984448, 0.14705571599656309] User Vector: [-0.7698970376414157, -0.32064870700555376] Predicted: -0.7694659772677395 Movie Vector: [-0.8160877112818908, 0.43130477044969057] User Vector: [-0.6203264910829407, 1.015569240565062] Predicted: 0.944260684533084 Movie Vector: [0.1950896039457527, -0.4191651407514877] User Vector: [-0.41918869904988965, -1.435403822477996] Predicted: 0.5198918880080343 Movie Vector: [-0.5326059699389032, 0.9165564140644895] User Vector: [0.08970668905844896, 0.46884541036581917] Predicted: 0.38194494993950645 Movie Vector: [-0.07567123293018346, 0.2250840020168956] User Vector: [0.33244144675000864, -2.441285485218542] Predicted: -0.5746505612314153 Movie Vector: [0.03243767379954678, 0.03604683474402086] User Vector: [0.15070508939024715, -0.7943234257504136] Predicted: -0.023744322731757306 Movie Vector: [1.472388773075084, 1.0901569914441136] User Vector: [-0.8781021409780005, -0.33888487960671154] Predicted: -1.662345454787156 Movie Vector: [-0.3039099542316902, 0.18298106267543154] User Vector: [1.6423766806485574, -0.39461554404429383] Predicted: -0.5713417934445668 Movie Vector: [0.2933816730497213, -0.0850692715989203] User Vector: [0.07552466140338293, -0.5482973355517156] Predicted: 0.06880080647405143 Movie Vector: [0.9805837744129606, -0.7802108004785973] User Vector: [1.1880038516542433, -1.170156619849174] Predicted: 2.0779061339301066 Movie Vector: [0.3844777906698288, 0.07164874243518189] User Vector: [0.7934605820862136, -1.227063279560304] Predicted: 0.21715043071521795 Movie Vector: [-0.2534770965576172, -0.6303691864013672] User Vector: [-0.0777746555289228, -0.3401845224143207] Predicted: 0.2341559344898932 Movie Vector: [0.050452682222123346, 1.2831151480929992] User Vector: [-0.26446716325057185, -0.5241718583060189] Predicted: -0.6859159293421776 Movie Vector: [-0.400352262972148, -0.6480764415431006] User Vector: [0.945785149759072, 0.6659329080158138] Predicted: -0.810222654324834 Movie Vector: [0.1426207441731852, -1.3951839619209736] User Vector: [0.9475339354391047, -0.4457307102377178] Predicted: 0.7570143332609807 Movie Vector: [-0.2726372216357812, 0.20264055627464583] User Vector: [-0.057879219730541595, -0.7822456033733729] Predicted: -0.1427346545531945 Movie Vector: [-1.4617634140213709, 0.7233278090804891] User Vector: [0.9555113347745162, -0.5237694252586546] Predicted: -1.7755885016918034 Movie Vector: [2.178525924682617, 1.1771297454833984] User Vector: [-0.12097375968277604, -0.7353499058706527] Predicted: -1.129146719214015 Movie Vector: [-0.08297920227050781, 0.13594627380371094] User Vector: [-0.16926642993750646, 0.2755374338159254] Predicted: 0.05150388074810276 Movie Vector: [-0.6365257096604396, 1.7859915547084932] User Vector: [-0.1866647483925891, -0.42080540412548095] Predicted: -0.6327379865046233 Movie Vector: [-1.6045013843961347, 0.9876033434780607] User Vector: [-0.19123474941556232, -0.6784126773252873] Predicted: -0.3631662082024388 Movie Vector: [0.25884244185017025, 0.7472029467320591] User Vector: [0.47667049851959026, 0.5559646263403973] Predicted: 0.5388009628750817 Movie Vector: [-0.8643687533400042, -0.34293450793980873] User Vector: [-0.020975476954143424, 0.6593172693144326] Predicted: -0.20797209646299833 Movie Vector: [1.0705232792409274, 1.4603331003556455] User Vector: [1.0366819371293325, 0.22752375534880992] Predicted: 1.442052617918617 Movie Vector: [0.772954064282097, 0.07823617655425846] User Vector: [0.2267410893569214, -0.8126233213836217] Predicted: 0.11168390491430558 Movie Vector: [0.271581617085201, -1.1223713894678098] User Vector: [-0.43926484172044067, 0.5372687757842785] Predicted: -0.7223113584377818 Movie Vector: [0.48384145542946705, -0.0820142209202485] User Vector: [-1.1681850598787515, -0.6419141021650867] Predicted: -0.5125702745959039 Movie Vector: [-0.7805118002606429, 0.4861403783743453] User Vector: [0.4136336762667684, -0.6549228643274281] Predicted: -0.6412304143815493 Movie Vector: [-0.30615463676921073, 1.2076314634760295] User Vector: [-0.6086165779063518, 0.6159096252504006] Predicted: 0.9301226294507534 Movie Vector: [1.0856088821244074, 1.251196859696514] User Vector: [1.628842385473535, -0.41291227430127314] Predicted: 1.2516512203148789 Movie Vector: [1.7069202563464074, -0.576502195984984] User Vector: [-2.073683993082716, 0.00278082217654535] Predicted: -3.5412163631456135 Movie Vector: [0.3361560108418416, 0.11941476508800773] User Vector: [0.011622719989074853, -0.3259091348305174] Predicted: -0.03501131558916294 Movie Vector: [-0.5931240784687813, 0.23701990408591053] User Vector: [1.325780037547422, -0.029669836363263688] Predicted: -0.7933844047916865 Movie Vector: [-0.5139638006595273, 1.0139883402411796] User Vector: [0.6797017644160517, 0.8870177331555501] Predicted: 0.5500835368526291 Movie Vector: [0.4019378220995977, 0.44647546038417457] User Vector: [-1.2152626004648512, 0.34301858377143535] Predicted: -0.3353106228002567 Movie Vector: [-0.01144524651931763, 1.1652250000854263] User Vector: [-1.0471133439934381, -1.4887567864849343] Predicted: -1.7227521563034145 Movie Vector: [-1.6066579742923293, 0.10850865445627961] User Vector: [-0.1827956355260846, -0.2951139609258189] Predicted: 0.26166764667249437 Movie Vector: [-0.2064391482072936, 0.056201111576027946] User Vector: [-0.7333462720559908, 0.39772938872428026] Predicted: 0.1737442134969916 Movie Vector: [-0.3852137492794517, -0.241287871470801] User Vector: [0.18087080040526637, -0.1841345022331488] Predicted: -0.025244497051116095 Movie Vector: [0.34216998656244446, -0.24702924589849196] User Vector: [0.35583626785132993, -0.4004440596320549] Predicted: 0.2206778850645572 Movie Vector: [0.537164605457171, -2.106254132481451] User Vector: [-1.02709472261278, 0.9111621607278442] Predicted: -2.4708579978331864 Movie Vector: [-1.0862421655590928, -0.8865640964632444] User Vector: [1.2152410553231419, -0.6130949325190327] Predicted: -0.776498120715597 Movie Vector: [-0.07049507397748786, -2.254858303508246] User Vector: [1.24575690429921, -2.0484440606140693] Predicted: 4.5311313742212445 Movie Vector: [0.9536457061767578, -1.2996387481689453] User Vector: [0.05753339834094848, -0.3096000024824438] Predicted: 0.4572346379489881 Movie Vector: [-0.09242496400811609, 0.8753491460425862] User Vector: [0.27486453910388325, 2.311578929981952] Predicted: 1.9980342972359528 Movie Vector: [-1.3973933998324646, -0.33074557301727503] User Vector: [0.193491548518765, -0.28523952600662084] Predicted: -0.17604210234724954 Movie Vector: [0.8344857772491863, -0.29202114527211204] User Vector: [1.9005983173362437, -0.5306419608119788] Predicted: 1.7409809372065843 Movie Vector: [-0.2594778772117872, -0.8835788028207973] User Vector: [0.4521656036376953, -0.4748058319091797] Predicted: 0.30220139755055014 Movie Vector: [-0.546469391647104, 0.009463677377664112] User Vector: [-0.1726851614595194, 0.011091938255289313] Predicted: 0.0944721256544065 Movie Vector: [0.03961702554354048, -0.019755468771873813] User Vector: [-1.1549361635159219, 0.4100296293341891] Predicted: -0.053855463029023484 Movie Vector: [0.8853687910954182, -0.927628901230609] User Vector: [0.8577755384328274, -0.4412874105934119] Predicted: 1.1687986473091612 Movie Vector: [0.07423627222196476, -0.5265097656673758] User Vector: [-0.9507805688767119, 0.965208551037085] Predicted: -0.5787741331611691 Movie Vector: [-0.4140514381577929, -0.8338485295696457] User Vector: [-0.9117537496105007, 0.0004945161880439697] Predicted: 0.37710059967573917 Movie Vector: [-1.2424228607489358, 0.7025105088646804] User Vector: [1.1978418106946807, 0.021455901670914428] Predicted: -1.4731530527669858 Movie Vector: [0.7953524581359875, -0.6062706639696848] User Vector: [1.3249019051914952, 0.7421430300472854] Predicted: 0.6038244394958674 Movie Vector: [-0.08994191430048992, -0.45634388902804235] User Vector: [-0.4210331171971341, 1.092395381902776] Predicted: -0.46063943238917365 Movie Vector: [0.6042022005897991, -0.2476703830408] User Vector: [0.11677406112656565, 0.04375023674186461] Predicted: 0.059719506812495396 Movie Vector: [-1.2361967177805062, -1.723121670303843] User Vector: [-1.8391636749247797, 0.255317910136031] Predicted: 1.8336242746310623 Movie Vector: [-0.0875322164477993, 0.7044977384934743] User Vector: [-0.10925526530630615, -0.36696359725457395] Predicted: -0.24896166884442414 Movie Vector: [0.3898015223484377, -0.1060856320491449] User Vector: [-0.7898919200876748, 0.8784454717901117] Predicted: -0.4010915160364694 Movie Vector: [-1.409624441876675, 1.5364015726340297] User Vector: [1.4602577042822005, 0.4724027888205988] Predicted: -1.3326145637342424 Movie Vector: [0.4619102501597065, 0.9236234135368593] User Vector: [-0.46174198809016387, 0.005073352622635632] Predicted: -0.20859748996057292 Movie Vector: [0.7278659897007784, 0.48850462197192424] User Vector: [-1.7910801966495642, -0.07995901782573453] Predicted: -1.3427267097440065 Movie Vector: [-0.7519333126508854, -0.12358095951761464] User Vector: [-0.739384675495959, -0.01853069055010527] Predicted: 0.5582580088876823 Movie Vector: [-1.3653654560208295, 0.49969142378382886] User Vector: [-0.3121995771972887, 1.6341056763221995] Predicted: 1.2428151101041627 Movie Vector: [-0.3615159019444668, 0.1972807742395228] User Vector: [-0.03693056380241827, 0.05954878926031209] Predicted: 0.025098817332649466 Movie Vector: [-0.241290512772119, 0.5049022610192391] User Vector: [-0.009469330460341485, 0.06166139156362058] Predicted: 0.03341783562044911 Movie Vector: [-1.0986827462480089, -0.46348635987219716] User Vector: [-0.1846512587340595, 0.5943796214998083] Predicted: -0.07261369510707233 Movie Vector: [0.6866169892012701, -0.019528842639243982] User Vector: [-1.3302851565697429, -0.3559180795772307] Predicted: -0.9064457208145315 Movie Vector: [-0.6222798941863097, 0.10038018774353966] User Vector: [1.2474418008474972, -1.9945508910903258] Predicted: -0.9764713447466513 Movie Vector: [0.7197331217172613, 0.9802384884636858] User Vector: [-0.9498786428536526, 0.5665888104129443] Predicted: -0.12826696177399266 Movie Vector: [0.12058478245937326, -0.047788908621350476] User Vector: [0.6087723389192531, -1.8212062006410696] Predicted: 0.16044213675893493 Movie Vector: [0.042057860262713395, -0.36120198040873036] User Vector: [0.12358375106423429, 0.4016999413766704] Predicted: -0.13989714622232272 Movie Vector: [-0.10350569405728205, 0.6508464587331124] User Vector: [0.3862546672081333, -0.779025068025425] Predicted: -0.5470052642009122 Movie Vector: [0.8410777213516071, 0.16560362607583876] User Vector: [-0.39865037169052275, 0.35222301165707387] Predicted: -0.2769665383196722 Movie Vector: [1.0895018110584231, -0.4789344105997768] User Vector: [0.057112772075725404, 1.5155376115796755] Predicted: -0.6636186441326356 Movie Vector: [-0.33633907258098195, -0.3841335241819749] User Vector: [0.3529616662542663, 1.8483955139526016] Predicted: -0.8287454823413636 Movie Vector: [0.1503566425948949, -0.5960807497806115] User Vector: [0.2887818681621349, 0.4328531403777776] Predicted: -0.21459515232213777 Movie Vector: [0.2935758652439646, -2.0832456040178577] User Vector: [-0.12817218320078533, -0.7375605420289597] Predicted: 1.49889149729548 Movie Vector: [-1.569989744464727, -0.4842712470114665] User Vector: [0.9842304930232214, -0.7167711848034447] Predicted: -1.198120104749269 Movie Vector: [-0.038996203633255365, -0.06469658176096332] User Vector: [1.3392822116511376, 0.8403107620274924] Predicted: -0.10659215576807343 Movie Vector: [-0.7416041323435186, 0.25228758845881266] User Vector: [0.4460935761672517, -0.31765439503100557] Predicted: -0.4109651007832475 Movie Vector: [0.5683252019406029, -0.39629638734249784] User Vector: [2.4265215537417046, 1.2518737746424127] Predicted: 0.8829402977438754 Movie Vector: [-1.9490651695642107, 0.6655653628824969] User Vector: [-1.0831715856569082, -0.7992277871558796] Predicted: 1.5792336780813387 Movie Vector: [0.03388743021703458, 0.24644561903321396] User Vector: [0.3299728958675231, -0.10019541887715705] Predicted: -0.013510788547249632 Movie Vector: [-0.2247429075625858, 1.3189110986347958] User Vector: [-0.1690927916221053, 0.5422037926696965] Predicted: 0.7531210055109689 Movie Vector: [1.8147574033118525, -0.8605211985561538] User Vector: [1.0506885221145075, -1.4331578808609395] Predicted: 3.1400075114407446 Movie Vector: [0.07630837601494783, -0.6025380356792773] User Vector: [-0.0932409252619962, -0.031151299579937203] Predicted: 0.011654779272878005 Movie Vector: [1.360355003679418, 1.1815485948192757] User Vector: [-1.1206108222974684, -0.8414032130975175] Predicted: -2.518587323401464 Movie Vector: [-0.20697031435675725, -1.061349797453279] User Vector: [-0.393618746224195, 0.23729632017311764] Predicted: -0.17038700570941256 Movie Vector: [-0.10684276636137555, 0.3646773508464628] User Vector: [-0.2560987677219465, -0.3113464029468883] Predicted: -0.08617868061709445 Movie Vector: [0.6417856405396056, 0.08324483021315927] User Vector: [-1.0664468293249156, 0.33849130233930685] Predicted: -0.6562526104678557 Movie Vector: [-0.33158869813494163, 0.13301813839523882] User Vector: [1.3002516871563912, 2.020376653970451] Predicted: -0.16240202282359817 Movie Vector: [-0.6177026869973791, 1.161776029761521] User Vector: [0.0274114844201324, -1.0799684538039336] Predicted: -1.271613610108925 Movie Vector: [-1.1564922332763672, -0.4606151580810547] User Vector: [-0.10800624165881531, 0.4877558641879668] Predicted: -0.09975936486411145 Movie Vector: [0.8890062525100925, -0.551106015555947] User Vector: [0.564492794063641, 1.9850685991880574] Predicted: -0.5921456228842865 Movie Vector: [-0.24959005686589264, -1.1411165803958574] User Vector: [0.2582493452116195, -0.17180189638694165] Predicted: 0.1315895237536426 Movie Vector: [0.5739878426276243, -0.2721829917116493] User Vector: [0.05238023992575072, 0.8395803984533066] Predicted: -0.19845388372218054 Movie Vector: [0.10353769443500781, 0.48014270016688265] User Vector: [0.25109583667472934, -0.01131001555158876] Predicted: 0.02056746260566149 Movie Vector: [0.003204737241646785, 0.6123715926369424] User Vector: [-0.19223517933353257, -0.7388788297694877] Predicted: -0.45308446899002625 Movie Vector: [0.2292346954345703, 0.5482387542724609] User Vector: [-1.010432593967409, -0.7540958427150601] Predicted: -0.6450507733474281 Movie Vector: [-0.4001376486638018, 0.5319723021929356] User Vector: [0.7347692977069367, -0.7777984272831238] Predicted: -0.7077760790986545 Movie Vector: [-1.358598436717428, 0.3878410155333864] User Vector: [0.10612313355413464, -0.43629643779769134] Predicted: -0.31339237685525767 Movie Vector: [0.0332894418514195, -0.10884175924614471] User Vector: [-0.6110238747310404, 1.4697886648656096] Predicted: -0.18031502775170316 Movie Vector: [-0.15393370597727327, 0.3074275843160851] User Vector: [-0.569186811305819, -0.11016389737383589] Predicted: 0.053749614409208196 Movie Vector: [0.5143032896266968, 0.2659501170075635] User Vector: [0.6319939732343853, -0.6411613821291292] Predicted: 0.15451963486071793 Movie Vector: [-0.033628775627965624, -0.6044357993936396] User Vector: [0.11422286695812159, -0.5595183096654224] Predicted: 0.33435172161347987 Movie Vector: [0.8793440596693685, 0.13499844607028819] User Vector: [-1.091706339750607, -0.654877734317524] Predicted: -1.0483929612619824 Movie Vector: [0.40340143558738933, -0.938653826771781] User Vector: [0.18600693533598311, 0.2874876814243587] Predicted: -0.19481594757497467 Movie Vector: [-0.756763864923178, -0.49156358124763155] User Vector: [-0.10159511318106346, 0.09483651048821154] Predicted: 0.030265335779595462 Movie Vector: [0.023422613155686244, -0.7416333447958865] User Vector: [0.33484732950676027, -1.0528967413087174] Predicted: 0.7887063314467248 Movie Vector: [-1.1906330177323554, 1.6072467112627786] User Vector: [-1.0298350644089553, 1.719486176193269] Predicted: 3.989794132252271 Movie Vector: [1.601353117843973, -0.2634358225053742] User Vector: [1.0302719695503801, -0.04417637757771109] Predicted: 1.6614668710292444 Movie Vector: [0.054740815009549186, 0.2711596950726521] User Vector: [-1.0362233007173656, 0.7401489741539121] Predicted: 0.14397486212675728
avg loss: 14.939405463891305: 12%|█████▌ | 8392/70000 [00:13<01:45, 582.80it/s]
Movie Vector: [-0.2692847636291127, 1.7255961356862222] User Vector: [0.5753760833463105, 0.43616079627288995] Predicted: 0.5976973719845686 Movie Vector: [-0.8000999085999091, -0.954338533559121] User Vector: [0.718458759084988, 0.11813082578901354] Predicted: -0.6875755865283182 Movie Vector: [-0.48275548122963635, -0.2216127171214985] User Vector: [-1.2834214489918252, 0.5812295252424537] Predicted: 0.4907708848682669 Movie Vector: [0.8458684149715479, 1.1712802082845495] User Vector: [-0.18774443165614663, 0.30581026619142426] Predicted: 0.1993824274555261 Movie Vector: [0.43386180235264904, 0.511639436347864] User Vector: [0.07613260127257679, 0.9588649596117128] Predicted: 0.5236241550753699 Movie Vector: [-0.8816295134166029, 0.9438840817662298] User Vector: [-1.3363137428964602, -0.6323583824876743] Predicted: 0.5812606237201687 Movie Vector: [-0.30715027744140366, 0.23062005219467302] User Vector: [0.6311777135296355, 0.4800263731084128] Predicted: -0.08316270260437658 Movie Vector: [1.338385747621548, -0.38524507440689926] User Vector: [-0.5883516843038463, 0.24253865925531315] Predicted: -0.8808783326927629 Movie Vector: [-0.21521210195455448, 0.3583840576752804] User Vector: [1.349473753723288, 0.41050999833445473] Predicted: -0.14330284415191713 Movie Vector: [1.5419471080966363, -0.3691774320344467] User Vector: [-0.361812664719366, -0.05636320803703013] Predicted: -0.5370879676324303 Movie Vector: [-0.3606836052871314, -0.9891586633805955] User Vector: [-1.4450333834558948, -0.9048085730808275] Predicted: 1.4161990892690692 Movie Vector: [-0.428735816428194, 0.7401109601351452] User Vector: [-0.2693243850309117, 0.4235050374442617] Predicted: 0.4289097299851924 Movie Vector: [-0.7325545605522956, -0.17323994936366496] User Vector: [0.10868355291968872, 0.39263576764035657] Predicted: -0.14763683285272383 Movie Vector: [1.8166255950927734, -1.7557048797607422] User Vector: [0.16097292205729252, 0.270314950519412] Predicted: -0.18216574737306357 Movie Vector: [0.1567489906535814, 0.2513227757100056] User Vector: [0.8225703051778395, 0.4553730568644497] Predicted: 0.24338268571295846 Movie Vector: [-0.18676601098160983, -1.2757439118409466] User Vector: [0.3382320895265125, -1.1600688522126132] Predicted: 1.4167805173797148 Movie Vector: [-0.3910733929645943, -0.5247376239448345] User Vector: [-0.49763222791168515, -0.634214255114626] Predicted: 0.5274068051187449 Movie Vector: [-0.8502657656509939, 0.8632490078078277] User Vector: [-0.6127976631076938, 0.5197634981173308] Predicted: 0.9697261982559147 Movie Vector: [-0.009365290665091303, 0.5640571917967818] User Vector: [-1.6607874969334404, 1.8652583338328368] Predicted: 1.067666135399025 Movie Vector: [0.5385098299850444, 0.5877205121380431] User Vector: [-0.08432754316644031, -1.0572913143564515] Predicted: -0.6668030036862946 Movie Vector: [-0.654566504369119, 1.1496334402182178] User Vector: [-0.8198805457592411, -2.444822871973509] Predicted: -2.2739837861932166 Movie Vector: [0.19594024604658483, -0.013844549257107625] User Vector: [0.6832753123150056, 1.1434967047620312] Predicted: 0.1180499363581411 Movie Vector: [1.4751243087217487, -0.48402198052122564] User Vector: [0.4640098001209706, 0.16084539654080685] Predicted: 0.6066194282521603 Movie Vector: [0.5170057891141362, 0.31810474031954744] User Vector: [-0.6603531674279264, -0.4416422801829216] Predicted: -0.4818949132718155 Movie Vector: [0.9812115391447673, 0.8968712358853841] User Vector: [0.10716236519804269, -0.6864221277730476] Predicted: -0.5104833127805231 Movie Vector: [0.9602755453506271, -1.4585871446651264] User Vector: [0.24803089037009263, 0.7432150951727603] Predicted: -0.8458659850261143 Movie Vector: [0.033943978005547826, 0.10180454887796697] User Vector: [-0.28600201580389784, -0.0595204832686909] Predicted: -0.01576750208215751 Movie Vector: [-1.40410109408044, 0.7024403403500152] User Vector: [-0.08297931557753892, -0.11217792424521865] Predicted: 0.03771304850189887 Movie Vector: [0.3808124621086356, 0.3999104249282278] User Vector: [0.9494135183297124, -0.284600150913352] Predicted: 0.24773393218796366 Movie Vector: [-0.3778560774417886, 1.191610306865444] User Vector: [-0.27462211198573094, 0.37664350101444555] Predicted: 0.5525799118364065 Movie Vector: [0.4667152531619275, -0.6336794544830593] User Vector: [0.48415889855832633, 0.8283483599904028] Predicted: -0.29894299396940605 Movie Vector: [0.4100359273632179, 1.2424239348877326] User Vector: [-0.12852773399932427, 0.28376224421013474] Predicted: 0.2998520154218234 Movie Vector: [-0.29068394776591433, -0.7973607926541144] User Vector: [-0.12712423505200193, -0.12474589912533865] Predicted: 0.13642046350856818 Movie Vector: [-0.8061088945877907, 0.4314571142841041] User Vector: [-0.4132787285755823, 0.1393751796206193] Predicted: 0.3932820718506513 Movie Vector: [-1.0385656491978246, 0.5179852696127898] User Vector: [-0.219132573073682, -1.1185285099497544] Predicted: -0.35179772878125726 Movie Vector: [0.8856506054518589, -0.41469037499482986] User Vector: [-0.6320098703236561, -0.010703406951254324] Predicted: -0.5553013244613589 Movie Vector: [-0.08523176472958391, 0.2364909482356276] User Vector: [0.35047510677246474, -0.4640233987153811] Predicted: -0.1396089454097257 Movie Vector: [-0.375083565143545, 0.6552742352250309] User Vector: [0.49369041322552415, 0.6050961765239777] Predicted: 0.2113287740395203 Movie Vector: [0.2791501010693488, -2.166257956449617] User Vector: [-0.5476938649305814, -1.1212535483589507] Predicted: 2.2760356225795086 Movie Vector: [0.31688556747786595, -0.1301845465759968] User Vector: [0.023756027221679688, 0.6755924224853516] Predicted: -0.08042375102427315 Movie Vector: [-0.44327794825932004, 0.04255106620140753] User Vector: [-0.11560887173266424, 0.32290687184028477] Predicted: 0.06498689514279568 Movie Vector: [0.7590760350887491, 1.607272224319944] User Vector: [-0.38600422668669654, 0.5094375811478207] Predicted: 0.5257983162827934 Movie Vector: [0.634596965616267, -0.29646795282390975] User Vector: [0.4634998601118922, 0.65783933415869] Predicted: 0.09910732410550027 Movie Vector: [-0.1397237257077628, 0.911052579516901] User Vector: [-0.18544562267646572, -1.0531072548862421] Predicted: -0.9335249277555216 Movie Vector: [-2.115802629212558, 0.5425366454794985] User Vector: [0.49690766455528557, -0.9321712198948017] Predicted: -1.5570955897962027 Movie Vector: [-1.4608961161095781, -0.09995586221384883] User Vector: [-0.8007586271196131, 0.6047180717491858] Predicted: 1.1093800520422947 Movie Vector: [-0.47226499060789073, -0.2311274037122087] User Vector: [-1.1519988254847349, 0.21769729033046747] Predicted: 0.4937329049885856 Movie Vector: [1.0175193115937613, -0.87625255341406] User Vector: [0.14307212601179825, -0.5014192444503005] Predicted: 0.5849485444483054 Movie Vector: [0.9827655355355293, 0.4924200370710518] User Vector: [-0.3785740705029233, -0.4566724322005383] Predicted: -0.5969242051311872 Movie Vector: [-0.7572018202673853, 0.7347861936780149] User Vector: [1.588074545362168, -0.19206521588739917] Predicted: -1.343619805388382 Movie Vector: [-0.5286991410365787, -1.0943616980629485] User Vector: [0.4680560755800858, 0.13051056182287485] Predicted: -0.390286605167774 Movie Vector: [-0.6136670966497804, 1.0027802526236251] User Vector: [-0.33614018999834394, 1.0642983322630017] Predicted: 1.2735355249571851 Movie Vector: [1.1087512969970703, 0.34386634826660156] User Vector: [-0.8189634431778124, -0.5043813014847739] Predicted: -1.0814665360921112 Movie Vector: [0.19781898768072928, 0.10741976527523531] User Vector: [-0.3335575863832137, 0.4334992446879101] Predicted: -0.019417636960187647 Movie Vector: [-0.301344723302491, -0.8078221183733186] User Vector: [0.6118860574804544, -0.5318887615419599] Predicted: 0.24528287140368726 Movie Vector: [-0.6021897443490792, -0.2065750637179308] User Vector: [1.27281868426275, -1.2376403475720368] Predicted: -0.5108127244193413 Movie Vector: [-0.6219717846109277, 0.5516439049511145] User Vector: [-0.25478427607885507, -1.2127554139835932] Predicted: -0.5105405014369461 Movie Vector: [-1.2564226115600294, 0.6107689830643561] User Vector: [0.6826307428772113, 0.779950499197567] Predicted: -0.3813031274615139 Movie Vector: [-0.5766161215133542, 0.8998890849563077] User Vector: [1.4971527861631728, 0.22674489767264006] Predicted: -0.6592371743851771 Movie Vector: [-0.8683406433179909, -0.21808701770019967] User Vector: [-0.7272061124921696, 0.006165289467141621] Predicted: 0.6301180539530785 Movie Vector: [-0.19562759106486874, -0.5039285913251869] User Vector: [0.3967710600505649, -0.7954133791355551] Predicted: 0.32321217698704063 Movie Vector: [0.3060291414207326, 0.1712853034002601] User Vector: [-0.17931549701805577, -0.18528754271321848] Predicted: -0.08661280056578982 Movie Vector: [-0.21170848626341845, 0.5649185790276587] User Vector: [0.6115231191872871, 0.5002693424004512] Predicted: 0.15314681216173956 Movie Vector: [-0.8248550346854884, 1.0073823753287596] User Vector: [0.11643046684869969, 1.022404789701909] Predicted: 0.9339143088264784 Movie Vector: [-1.0597404011849478, 1.2209281435373127] User Vector: [1.1490103832251448, -0.8810680257599988] Predicted: -2.293373473505926 Movie Vector: [-0.44867072281650794, -0.17140072144226184] User Vector: [0.19445558788508044, 1.313579837757675] Predicted: -0.3123950610357828 Movie Vector: [0.08618921829749503, 0.78716238701032] User Vector: [1.0984117543095189, 0.1239872800022791] Predicted: 0.19226937375822853 Movie Vector: [-1.6420488892379166, 0.8544021163765779] User Vector: [0.8353884810506564, 0.6641398942322578] Predicted: -0.8043061961892229 Movie Vector: [0.4019999033508794, -0.6852295654343926] User Vector: [0.5750430611158543, -0.8407047544196222] Predicted: 0.8072430085207528 Movie Vector: [-0.38338529267182336, 1.1991936109447998] User Vector: [-0.12161063028132156, 0.005437838621097174] Predicted: 0.05314474841417799 Movie Vector: [0.2843055834589437, -1.8819363867361107] User Vector: [-0.08415606674960761, -0.31158960615417197] Predicted: 0.5624657778914532 Movie Vector: [-1.8695735931396484, -0.9499645233154297] User Vector: [0.20769650641913345, 0.23701934615779463] Predicted: -0.6134638739778956 Movie Vector: [-0.26357501452507426, 0.23870018432007595] User Vector: [-0.4590076948950488, -0.4696763867376362] Predicted: 0.0088711197640223 Movie Vector: [-1.7976456958755032, -0.0037060923718983466] User Vector: [1.4400696883186384, -0.04844178202603952] Predicted: -2.5885555472479296 Movie Vector: [0.05951967229058516, -0.3044436379282477] User Vector: [1.0509204864501953, 0.08170127868652344] Predicted: 0.037677008450263165 Movie Vector: [0.4135381740557759, 0.2489058999210868] User Vector: [-0.45307560239737377, -0.27686009731517136] Predicted: -0.2562761689991031 Movie Vector: [-0.7640886228217766, 0.2952702392008865] User Vector: [0.08775429995395426, -0.6225672187648185] Predicted: -0.2508776338018246 Movie Vector: [-0.2860318077446852, 0.021610885496840482] User Vector: [0.5939296603835496, -1.2163370601501187] Predicted: -0.1961688953651614 Movie Vector: [0.7178394922129341, -0.33692606822769655] User Vector: [-0.2120433086200624, 0.794260305487272] Predicted: -0.41982006286413176 Movie Vector: [-0.726452838542109, -0.8744316843586435] User Vector: [0.35896515913822025, -0.3104169816593846] Predicted: 0.010667185332261853 Movie Vector: [-0.2104078833623682, -0.6674543812000225] User Vector: [0.04535649360972058, 0.6292622048936628] Predicted: -0.4295471793970216 Movie Vector: [-0.34859233061134254, -0.5524245965268145] User Vector: [0.6117473655646366, 0.6964370472683318] Predicted: -0.5979793947510599 Movie Vector: [1.2119239159994162, -0.019969145300693214] User Vector: [0.5527903918686112, -1.2132288183489353] Predicted: 0.6941670389968574 Movie Vector: [-1.129840418676536, 0.49522363166772665] User Vector: [-0.05030940287802793, 0.8133165677071496] Predicted: 0.4596151811665427 Movie Vector: [-0.10923115942077985, 0.430955066966601] User Vector: [0.11570787607335145, -0.2493019444750571] Predicted: -0.12007684163376017 Movie Vector: [-0.6959233304329082, -0.008724334034114073] User Vector: [0.6965522422790432, 0.0781189507463464] Predicted: -0.48542849208804734 Movie Vector: [-0.608852616799048, -0.29214399873320473] User Vector: [0.16133912970819378, -0.7713697833798917] Predicted: 0.1271193017036527 Movie Vector: [0.12315379739202242, -0.8211124323788058] User Vector: [-0.043077425366092326, 0.5061317325805157] Predicted: -0.4208962065589922 Movie Vector: [0.15828478859562262, 0.5895577311972207] User Vector: [0.8927661448562555, -0.8286103295736068] Predicted: -0.3472023254460955 Movie Vector: [-0.19608179420359373, -0.3968754562881894] User Vector: [0.30500176231491183, 1.4680578128703572] Predicted: -0.6424414071303303 Movie Vector: [0.7822913445682727, 0.21754366212102727] User Vector: [0.48922652924297777, 0.6458204728285477] Predicted: 0.523211830091814 Movie Vector: [1.3126521824494104, -0.5538579711355205] User Vector: [-0.30500433764485924, -0.6795894859071403] Predicted: -0.02396855559650124 Movie Vector: [-0.15336036682128906, 0.9215641021728516] User Vector: [0.7095947239915972, -2.035242246988254] Predicted: -1.98442990121579 Movie Vector: [1.0760847398332478, 0.6090774561918374] User Vector: [0.544095740594716, 1.0175863230395386] Predicted: 1.2052820125547707 Movie Vector: [-0.4994161968809912, -1.0861965791958617] User Vector: [-1.0539035692594931, -0.4776274481438542] Predicted: 1.0451338127427816 Movie Vector: [-0.5305112987937529, 0.3145036250598307] User Vector: [0.6526706639172982, -1.0948135343666134] Predicted: -0.6905719869222123 Movie Vector: [0.932456637408821, -1.5726960348937227] User Vector: [0.6187344685323968, 0.4710718525339882] Predicted: -0.16390977265359097
avg loss: 14.929345709595857: 12%|█████▌ | 8466/70000 [00:14<01:38, 625.15it/s]
Movie Vector: [0.19002388842948734, -1.5374572549253454] User Vector: [0.8842712655952493, -0.5479732679709695] Predicted: 1.0105181406619905 Movie Vector: [1.1826846373713877, -0.32105975883442767] User Vector: [-0.21458281750479816, 0.29789348745481625] Predicted: -0.3494254129473828 Movie Vector: [-1.207458211663903, 0.8293136321156291] User Vector: [-0.065764611490463, -0.43333026434357286] Predicted: -0.2799586752473483 Movie Vector: [0.7337412224939647, 0.8573928557385041] User Vector: [-1.0855635303422095, 0.6456678538204622] Predicted: -0.24293170680247977 Movie Vector: [-0.46883673593358155, -0.6238441887331825] User Vector: [0.8918431394035817, 0.19447854079962706] Predicted: -0.5394531339538899 Movie Vector: [0.4731944962104825, -0.4501055915057983] User Vector: [1.053709723307354, 1.5483032852804224] Predicted: -0.198290324379005 Movie Vector: [-1.0667691871827396, 0.02271210778878994] User Vector: [0.9468581277869457, -0.28325983319279957] Predicted: -1.0165125032203601 Movie Vector: [0.7470005468720902, 0.8148429195509581] User Vector: [0.38430680110052073, 0.888506238421175] Predicted: 1.0110704079431025 Movie Vector: [0.6661238461914544, -0.14321241098095355] User Vector: [-0.6433203837070715, 0.3256008685897168] Predicted: -0.4751611337365427 Movie Vector: [-0.014694707769322433, -1.4993896620539815] User Vector: [0.3202711530646928, 0.7144493550594719] Predicted: -1.0759442680385363 Movie Vector: [0.6494868898230879, -0.6673169295853242] User Vector: [0.3322622145363344, -0.2789299078492856] Predicted: 0.4019346020004381 Movie Vector: [0.1216229478746889, -0.7719060658847376] User Vector: [-0.4624170169491273, 0.2653485770849006] Predicted: -0.26106469697449153 Movie Vector: [-0.16277322189560076, 0.34042239921697415] User Vector: [-0.5159889080709834, 0.043427597335217616] Predicted: 0.09877290390619038 Movie Vector: [1.0579556744766665, 0.5942516776897544] User Vector: [1.9048392067913655, -0.560640921543472] Predicted: 1.6820736395818194 Movie Vector: [-0.43863378306709727, -1.1199049950355198] User Vector: [-0.1363420772924548, -0.30416285753966077] Predicted: 0.4004377446169593 Movie Vector: [0.0375940578848256, -1.2893781201724024] User Vector: [-0.4609196430277302, 0.8986729717653086] Predicted: -1.1760571067247376 Movie Vector: [0.8132399380159221, -1.421454621697217] User Vector: [-0.5134760930236008, -1.3867899761142117] Predicted: 1.5536797548077486 Movie Vector: [-0.2613184800595279, 1.239303918848822] User Vector: [0.8546742513362661, -0.33223609618589034] Predicted: -0.635083672291416 Movie Vector: [-1.2301130443541002, -1.0052258890498407] User Vector: [0.16115365285438565, 0.5896768495142906] Predicted: -0.790995645826604 Movie Vector: [-0.16445227975631005, -0.284199143273951] User Vector: [-0.18283443234333527, 0.045875864483073514] Predicted: 0.017029657833770945 Movie Vector: [-0.4655205700184746, 0.32367320449625897] User Vector: [0.8708340976688087, 0.6092623437564015] Predicted: -0.208189290355772 Movie Vector: [-0.7073787048462347, -0.0822883640906243] User Vector: [1.6552496056580221, -0.6766553219429812] Predicted: -1.1152074627517097 Movie Vector: [0.5848137844402919, 0.44660960539884903] User Vector: [0.38323364593842735, -0.4202235666438905] Predicted: 0.03644443752797771 Movie Vector: [-1.3453292909355343, 0.20442308247295105] User Vector: [1.109301579163476, 0.22344357738482953] Predicted: -1.4466988820818774 Movie Vector: [0.4001147544845679, 0.2906803370883215] User Vector: [1.18014094346864, 1.074688696036537] Predicted: 0.7845826762820505 Movie Vector: [-1.6335594829148472, 1.5814307518755668] User Vector: [0.061891154383046, -0.16566904883651024] Predicted: -0.363097010615004 Movie Vector: [0.6215824609896969, -0.4757995001687433] User Vector: [-1.616084688756577, 0.03748858329819142] Predicted: -1.0223669472003951 Movie Vector: [-0.5976395555583158, -0.3010228479828482] User Vector: [-0.5363000205129337, -0.14927211262576723] Predicted: 0.36544842237229025 Movie Vector: [-0.6382846832275391, 0.10518074035644531] User Vector: [-0.8991138640529992, -0.16583694648440112] Predicted: 0.5564477550928757 Movie Vector: [0.27949218122918085, 0.33406089428943486] User Vector: [0.0202267161983212, 0.3371646365268641] Predicted: 0.11828672903030889 Movie Vector: [-0.7350330509814407, 0.019651437383372293] User Vector: [-0.12977843932199756, 0.959366521616511] Predicted: 0.11424437333370818 Movie Vector: [0.787934836979243, -0.3698967136464218] User Vector: [0.41421998789532966, 0.4907862143088814] Predicted: 0.14483815086002685 Movie Vector: [0.24668708886145504, 0.6217150581486325] User Vector: [-1.3325907692950414, 0.8650502231252228] Predicted: 0.20908181225074485 Movie Vector: [-0.04185356385135813, 0.5265021879577328] User Vector: [1.3404340530696952, -0.7064020489135705] Predicted: -0.42802416655950754 Movie Vector: [0.003682913130550025, 0.7575127157186946] User Vector: [-0.5793459752017398, -0.3917999527086388] Predicted: -0.2989271270939789 Movie Vector: [-0.3036671954692955, 1.220653442569314] User Vector: [0.9794413323295939, -0.2530664248638808] Predicted: -0.6063306052240427 Movie Vector: [-0.3944020828563642, 0.9545693064883873] User Vector: [-0.3701607992596894, -0.9334180393449822] Predicted: -0.7450200202614919 Movie Vector: [0.0637856095761192, 0.23736711397396648] User Vector: [-0.12286698082072778, 1.191357320852004] Predicted: 0.2749519036939695 Movie Vector: [0.7990175007592576, -1.2346255906117845] User Vector: [1.3093477525876982, 0.477330214180366] Predicted: 0.4568676712980895 Movie Vector: [-2.523746095229114, -0.40002000879039945] User Vector: [-0.9062012439734023, -0.226569457988452] Predicted: 2.3776541675458165 Movie Vector: [-0.785436097794808, 0.45224344894394897] User Vector: [0.19757478701888104, -0.8372118849017353] Predicted: -0.5338059600635754 Movie Vector: [1.351828828982615, 1.0203614215435794] User Vector: [-1.0291879492492932, 0.7749987249016613] Predicted: -0.6005071396015704 Movie Vector: [-1.0518956803540593, 0.4499441761430675] User Vector: [-0.131053180881585, -0.3326507390946828] Predicted: -0.011819987879341104 Movie Vector: [0.46084552514429644, -0.20127352502179727] User Vector: [0.05299576732688274, -0.9074189779984155] Predicted: 0.2070622785976 Movie Vector: [1.1453895934160974, -0.15269458892637972] User Vector: [-0.28328807366387027, 0.6960636943557007] Predicted: -0.4307603711897107 Movie Vector: [-0.40219954484265014, 1.0435017220711609] User Vector: [0.12448082120474718, 1.0158804789784344] Predicted: 1.0100068996022835 Movie Vector: [-0.4567837650338231, 0.7972641904804789] User Vector: [-0.0998048617003682, -0.6724404136227996] Predicted: -0.49052342151716555 Movie Vector: [-2.1935422980708004, 0.14381808735310297] User Vector: [-0.960624436708637, -0.09792502017958311] Predicted: 2.0930869453745897 Movie Vector: [-0.03348533259010685, 0.91140514246539] User Vector: [-0.35526041418063875, -0.21798578056163956] Predicted: -0.18677734826327255 Movie Vector: [0.4164912266278771, 0.5571413248786774] User Vector: [0.11109472180386701, -0.22784042269108468] Predicted: -0.08066933800305347 Movie Vector: [-0.3817150020879876, -0.4136211209436768] User Vector: [-0.6756476110040619, -0.9480427503598895] Predicted: 0.6500353343515433 Movie Vector: [-0.25964278026955834, 0.017510892759065255] User Vector: [0.8034081921675826, 1.3139225251878959] Predicted: -0.18559118027344532 Movie Vector: [0.28955764092454384, 0.10815840742749033] User Vector: [-0.9758776040441617, -0.94987363775462] Predicted: -0.38530963677502006 Movie Vector: [0.20849865847942717, 0.09059002950776834] User Vector: [0.019139193701172345, -0.5605559130479096] Predicted: -0.04679028049269182 Movie Vector: [0.06376975271271908, -0.6067271233541388] User Vector: [-0.2996356051627853, 0.4758301882132457] Predicted: -0.3078067697448378 Movie Vector: [-0.8339210183651327, -1.1085413944529283] User Vector: [-0.8543764752481344, 0.5716129948343522] Predicted: 0.0788258339250495 Movie Vector: [-0.09430659610349765, -0.9059350120426499] User Vector: [-0.06938272174640267, -0.7785698365789037] Predicted: 0.7118769225934525 Movie Vector: [0.0509119267728956, 0.20079220804846712] User Vector: [0.07195448106680924, 0.1680463413609411] Predicted: 0.0374057372073849 Movie Vector: [1.26796136706329, -0.09365505110611926] User Vector: [-0.383816539882427, 1.1422052339723134] Predicted: -0.5936378341721779 Movie Vector: [0.08011711263188476, -0.3000974684037078] User Vector: [0.4362501282573174, -1.1246798680077401] Predicted: 0.37246468181500475 Movie Vector: [0.26824006963790487, 0.18582142288288842] User Vector: [0.7582847835521949, -0.7864652773083164] Predicted: 0.05726026626798758 Movie Vector: [-0.1774233327686583, -0.935018098755999] User Vector: [-0.22713062995636302, -0.5359611310547747] Predicted: 0.541431631106653 Movie Vector: [-1.2026210685214989, -0.9046300824469365] User Vector: [-0.024119089241615634, 0.3797294143517769] Predicted: -0.3145085265370577 Movie Vector: [0.023528718378067942, -1.2483760236176706] User Vector: [-0.24398319812601807, -0.3109251144464383] Predicted: 0.3824108460578263 Movie Vector: [1.101654386062047, -0.04523334069750466] User Vector: [0.3614627125672976, -0.7783729259492491] Predicted: 0.4334153904468243 Movie Vector: [0.6122704552632666, 0.6841496150734213] User Vector: [-0.29301303314709376, 0.4128207848933435] Predicted: 0.10302795787604688 Movie Vector: [-0.022287368774414062, 1.1198139190673828] User Vector: [-0.7935679469252328, 0.6052100647326756] Predicted: 0.6954091959279992 Movie Vector: [-1.181401019086701, 0.16280102887176437] User Vector: [-0.9784872599665935, 0.7707888452881766] Predicted: 1.2814710631436816 Movie Vector: [0.6620188503530036, -0.18805223676648591] User Vector: [0.5764171768871498, 0.6700669034236416] Predicted: 0.2555914567945461 Movie Vector: [2.091231264738004, 1.417241372798345] User Vector: [-0.8175411991379422, 0.680166761144434] Predicted: -0.7457072415525217 Movie Vector: [-0.0022834837911248768, -0.5365761252248997] User Vector: [-0.0927918137378245, -0.5527979634921922] Predicted: 0.2968300778854755 Movie Vector: [-0.6415736571538253, 0.8365673911224812] User Vector: [-0.29071964901175223, -0.12884363272901117] Predicted: 0.07873168672809434 Movie Vector: [0.5177674655610851, 0.39782011505446546] User Vector: [-0.8156653425976621, -0.2479635031090172] Predicted: -0.5209698465189432 Movie Vector: [-1.8606576079135544, 0.9008866905423327] User Vector: [0.5005745217555219, -0.5425668291014469] Predicted: -1.420189027299351 Movie Vector: [0.03639542793139838, 0.43492308363961796] User Vector: [1.5995046362239456, -0.8940407581257659] Predicted: -0.33062430770993373 Movie Vector: [-0.016079748526155263, -0.09595673196789492] User Vector: [0.8171689849595045, 0.09511551369865075] Predicted: -0.02226684563549245 Movie Vector: [0.9384802508196034, -0.5495466920621143] User Vector: [0.07415981985467805, 0.1767440055975823] Predicted: -0.027531557280004296 Movie Vector: [-0.28083972705732285, -1.0168170103964107] User Vector: [-0.289980633017775, 0.909646084819331] Predicted: -0.8435055306561703 Movie Vector: [-0.710169167124308, 0.2664143879980744] User Vector: [-0.4414536757334986, -0.43797525829466005] Predicted: 0.19682387882275265 Movie Vector: [-0.9944178389656748, -1.8770291729422972] User Vector: [-0.5078803478208402, 0.1685724918008123] Predicted: 0.18862979306743438 Movie Vector: [0.5269568746252347, -1.2162059133491256] User Vector: [-2.1518196641949525, 0.8526427779828509] Predicted: -2.170905353558463 Movie Vector: [-0.804259633532459, -0.4496999968210312] User Vector: [-0.08539401909402743, 1.3436827627235297] Predicted: -0.5355751716228194 Movie Vector: [1.1713494847142571, 0.1938536573950465] User Vector: [0.7441589316038488, -1.6857767225828304] Predicted: 0.5448761978555641 Movie Vector: [0.6390252518848324, -0.9937184467788216] User Vector: [-2.4516868160603336, 0.9386776733398619] Predicted: -2.499471104752923 Movie Vector: [-0.9062523825039835, 0.9107358074076992] User Vector: [-0.6906620067853173, 0.8474800379687669] Predicted: 1.3977445057955689 Movie Vector: [-1.1163082875625487, -0.8161849807954858] User Vector: [0.11542369201243646, -1.1702771788882744] Predicted: 0.8263142328017716 Movie Vector: [0.06242839005086313, 0.6411795910975944] User Vector: [0.6111656964042831, -1.1969662925227809] Predicted: -0.7293162675165262 Movie Vector: [-0.10026979992115978, -2.2058986226064277] User Vector: [-0.31257755001585996, 0.4887403784700134] Predicted: -1.04676963927921 Movie Vector: [0.46365889389440307, 0.7416629522448528] User Vector: [-0.3318140670745087, 0.5279230154355776] Predicted: 0.2376923988675855 Movie Vector: [-0.1904453616665464, -0.31745055487125284] User Vector: [-0.15758443275236447, -0.3610154662051834] Predicted: 0.1446157843524811 Movie Vector: [-0.6791580202772992, 0.12111789939431933] User Vector: [0.9612408338966495, -0.6535826656512075] Predicted: -0.7319949813031627 Movie Vector: [0.0761965074723597, 1.4336308387198957] User Vector: [1.0154221393390377, -0.35850352688779985] Predicted: -0.4365900913084507 Movie Vector: [0.34922334166043656, -0.12679011616805283] User Vector: [0.3728581380040071, -0.9062070521417116] Predicted: 0.2451088623324039 Movie Vector: [0.6583810082922781, 1.282267063393171] User Vector: [0.09254038297453937, -0.4876315911741742] Predicted: -0.5643470977821168 Movie Vector: [0.26498425880949894, 0.1288734340054904] User Vector: [1.0921032413840641, -1.596782417906606] Predicted: 0.08360733440639317 Movie Vector: [-0.11587299474492417, -0.2890357041605068] User Vector: [0.7050959310370576, -0.6583456437177049] Predicted: 0.10858381960122455 Movie Vector: [-0.009647208112066655, -0.7219090031133691] User Vector: [-0.7903621044320936, -0.8930307448118747] Predicted: 0.6523117224420774 Movie Vector: [-0.827956689911171, 0.6722163651464272] User Vector: [-1.4944325195342254, -0.192857928542265] Predicted: 1.1076831464548178 Movie Vector: [0.4367071081500893, 0.18025916215578786] User Vector: [-0.09791670173037784, -0.39027553832424866] Predicted: -0.11311166120049629 Movie Vector: [1.3389744252101763, 0.8726297978633597] User Vector: [0.039740513548174, 1.1160650137062307] Predicted: 1.0271231185985594 Movie Vector: [-0.07833016117828198, 0.6740315215922708] User Vector: [0.6794258439538513, -0.5639817660855402] Predicted: -0.43336102381052816 Movie Vector: [-0.0931129111074927, -0.2131690553624916] User Vector: [-0.19202562540744617, -0.6988365854964734] Predicted: 0.16685039977195656 Movie Vector: [-0.9308565577837628, -0.45216893246726353] User Vector: [-0.08758984817580484, 0.39182112099533556] Predicted: -0.0956357534288553 Movie Vector: [-0.368121692322533, 0.20793229911809785] User Vector: [-0.06665649017181471, -0.07706597448018092] Predicted: 0.008513194708888047 Movie Vector: [-0.755450025963063, 0.10362819917213803] User Vector: [-2.264787138867852, 0.6480386784404111] Predicted: 1.778088584099202 Movie Vector: [-0.2523495979275498, -0.7611350179409029] User Vector: [0.6900192637026045, -0.6959531567452238] Predicted: 0.35558823468768774 Movie Vector: [0.8874172684970509, 0.37740179253908224] User Vector: [0.7271324900578373, -0.9984588844786428] Predicted: 0.26844975538377275 Movie Vector: [1.7561349874426984, -0.2700726160081241] User Vector: [-0.8917492540122778, -1.2986569989004946] Predicted: -1.215300372006571 Movie Vector: [-0.3267880711695038, -0.5928685431007816] User Vector: [-0.43662776559453564, -0.772548386986306] Predicted: 0.6007043820051187 Movie Vector: [-1.2171649460231118, 0.7653548909254874] User Vector: [-0.2757448062557268, -0.24429024621191514] Predicted: 0.14865817747872434 Movie Vector: [-0.20340803279967318, -0.570340582304783] User Vector: [-1.0198912039970058, -0.5955052617116133] Predicted: 0.5470948812048848 Movie Vector: [-0.2006083299498139, -0.1533319550100866] User Vector: [0.5767824454053035, 1.0900650865460917] Predicted: -0.28284917392547915 Movie Vector: [0.7062787066702585, -0.4347344348477842] User Vector: [0.4323412506593428, -0.5423120804554196] Predicted: 0.5411151551637956 Movie Vector: [0.6425767353977877, -0.3107954404778564] User Vector: [-0.6837144103162409, 1.9265987831616576] Predicted: -1.038117091162263 Movie Vector: [-0.3778291413638774, -0.49819128120298717] User Vector: [-1.2491039013189047, -1.1328431744626855] Predicted: 1.0363204469972156 Movie Vector: [0.492220175181267, -0.1395358345939599] User Vector: [-0.01555550969082345, -0.008464128846293772] Predicted: -0.006475686422372602 Movie Vector: [1.6308522168186843, 0.436263839273821] User Vector: [-0.08526686472958009, 0.21555778071737114] Predicted: -0.0450175903643098 Movie Vector: [1.5668600325645918, -0.45222250371144] User Vector: [-0.8948509151064578, 0.39262638375085357] Predicted: -1.5796606202671388 Movie Vector: [0.9543345806896466, -0.30956076433002877] User Vector: [-0.18970311179063648, 0.21842480066725137] Predicted: -0.24865598788942672 Movie Vector: [-0.42211853569149327, 0.13268165782217817] User Vector: [-0.6104376760758176, 0.037847244629667987] Predicted: 0.26269869311750804 Movie Vector: [-0.3657083992132222, 0.14258058094670673] User Vector: [-1.2125215737974613, 0.43053524718951447] Predicted: 0.5048152894272814 Movie Vector: [0.30436347028082517, -0.3202372010645235] User Vector: [0.1523919428810446, -0.9508300941662626] Predicted: 0.3508737086218333 Movie Vector:
avg loss: 14.946553613916636: 12%|█████▋ | 8592/70000 [00:14<01:42, 599.07it/s]
[0.6327032200093542, 1.2263990753130705] User Vector: [0.9262810184408121, -1.6556362452219033] Predicted: -1.4444097771939006 Movie Vector: [0.4248663036631613, 0.1098068045993789] User Vector: [0.03810624125208039, 1.1149999338387269] Predicted: 0.13862463773061756 Movie Vector: [0.3437715707126193, 0.18673403399466518] User Vector: [-1.0501452832783413, -0.09205564763855272] Predicted: -0.37820001594458236 Movie Vector: [-0.07498257025429894, -1.3363972653028457] User Vector: [-0.06100806478910702, 0.35250583214838915] Predicted: -0.4665132885822832 Movie Vector: [1.2921457015492241, -0.6806293028940766] User Vector: [-2.0201298933069873, 0.6682837686195074] Predicted: -3.0651556737786385 Movie Vector: [-0.34382464209077984, -0.4577994359816532] User Vector: [0.9098345491237863, -0.7548022937607815] Predicted: 0.032724526147031974 Movie Vector: [-0.5734742319024735, -0.46128968052384567] User Vector: [-1.2931895646918092, -0.5852410466001129] Predicted: 1.0115765477315364 Movie Vector: [-0.377094782810153, 0.1975579160573515] User Vector: [-1.5052496005140266, 0.8232168908910757] Predicted: 0.7302547846085594 Movie Vector: [1.279433609483303, 0.3840557968835944] User Vector: [0.2675427816880811, -0.4571517738423626] Predicted: 0.16673143806660762 Movie Vector: [-0.714790023462666, 1.2290436989621671] User Vector: [0.10656295635776752, 1.0623681567080956] Predicted: 1.2295267509049173 Movie Vector: [-0.8635388095032095, 0.46018838278618] User Vector: [-0.9187366079524908, -0.9285297729670694] Predicted: 0.3660661020877762 Movie Vector: [0.13929184181137827, 0.6914305961546505] User Vector: [0.9051317026390597, -0.8145785429262581] Predicted: -0.4371470656078258 Movie Vector: [0.6186763095146893, 0.40947865091940405] User Vector: [0.22856522148876324, 1.0176432831425382] Predicted: 0.5581110864124753 Movie Vector: [-0.09611030848379175, 2.031023199182345] User Vector: [0.6759679997190353, -1.0561946558425692] Predicted: -2.210123341846839 Movie Vector: [-0.35245153554906783, -0.2746412591032063] User Vector: [-0.4715622611594509, 0.17057052425427266] Predicted: 0.11935713950555159 Movie Vector: [-0.6303633109204345, 0.26407410285077987] User Vector: [1.9854286848658589, -0.5603276208378598] Predicted: -1.3995094131637165 Movie Vector: [0.29919151018439577, -0.1834787986551536] User Vector: [-0.126380486057563, -0.7549576949112533] Predicted: 0.10070676241638046 Movie Vector: [-0.1704241929811697, -0.9216262455988333] User Vector: [-0.30148940250282813, 0.6883897851100145] Predicted: -0.5830570050456108 Movie Vector: [1.5018001786958417, -0.08024868300904323] User Vector: [-0.8540161051842966, 0.33502393207245273] Predicted: -1.309446768700229 Movie Vector: [0.718236242450588, -0.7250311376840295] User Vector: [-0.048697240921554946, 0.418190535933585] Predicted: -0.3381772833738298 Movie Vector: [-0.12254740274372117, 0.19019285780670986] User Vector: [1.3648322907356079, 0.3915966343581579] Predicted: -0.09277776941434479 Movie Vector: [-1.0755549600281753, 0.3898901063593377] User Vector: [-0.3549716808863134, -0.42368543738562253] Predicted: 0.21660079180163017 Movie Vector: [-1.5563409171098634, -0.6972259435042633] User Vector: [-0.19654852620604485, -0.04553700553582278] Predicted: 0.33764609518118077 Movie Vector: [-0.7540175045981554, 0.31910895325236743] User Vector: [0.13167487477669254, -0.26487731730179964] Predicted: -0.1838098839618688 Movie Vector: [-0.6395526778455469, -1.1497062130440419] User Vector: [0.012369155883789062, 2.3490428924560547] Predicted: -2.7086199349318396 Movie Vector: [1.0955428600706807, 0.6454686931532372] User Vector: [-1.2043785177188586, -0.6628086916134522] Predicted: -1.7472705458957474 Movie Vector: [0.46530803814286875, -0.18726630765186159] User Vector: [1.1388034497305317, -1.5740700641788026] Predicted: 0.824664687928538 Movie Vector: [0.45598690109868434, 1.1266836304359955] User Vector: [-0.5172501761391887, 0.13496907205379408] Predicted: -0.0837918608123111 Movie Vector: [-0.18606293722609982, 1.1465200188445799] User Vector: [1.0795233354138831, -0.723864392166618] Predicted: -1.0307842991390146 Movie Vector: [0.9642973480230697, 0.3664560828460586] User Vector: [-0.3073875750060914, 0.2919111955796384] Predicted: -0.18944039012259234 Movie Vector: [-1.4342124310265147, 0.26118899420543296] User Vector: [-0.08674865714475255, 0.09615495897251647] Predicted: 0.14953061947375745 Movie Vector: [1.8585065043420457, 0.3071968546352967] User Vector: [0.2742959900779705, 0.09627770271956199] Predicted: 0.5393570891218109 Movie Vector: [0.3952407618799088, 0.9243559391289395] User Vector: [-0.17415506815825355, 0.32852682900198976] Predicted: 0.2348425437270712 Movie Vector: [-1.6241929148818361, 1.5563585031453593] User Vector: [-0.2844504522651736, -0.0548670444145441] Predicted: 0.37660961808699916 Movie Vector: [-0.5955268094624149, -0.16015152837498958] User Vector: [-0.12205276202756135, -0.2639637205876943] Predicted: 0.11495988524401694 Movie Vector: [-0.38287322462023576, -0.2726096784666404] User Vector: [-0.26503016330706836, -0.7345945315207789] Predicted: 0.3017305322882369 Movie Vector: [-1.5581545954057243, 1.1024720685310319] User Vector: [-0.6237231426476, 0.9802692657502758] Predicted: 2.05257656610636 Movie Vector: [-0.170238320262321, -0.843952420152052] User Vector: [1.3381667578206773, 0.8093100577575644] Predicted: -0.9108264429801617 Movie Vector: [0.2845526858880862, 0.134452968790736] User Vector: [0.5919027096882516, -0.19201717112769429] Predicted: 0.14261022710931084 Movie Vector: [-0.34292626725925685, -0.3462819532382061] User Vector: [0.9307332461667858, 1.3517802077424523] Predicted: -0.7872699686078712 Movie Vector: [-0.5686567762474465, -0.12321839868387802] User Vector: [-0.8870125945937342, 0.9998591685322429] Predicted: 0.3812046768766193 Movie Vector: [-0.029408722769147362, -0.005157122624504242] User Vector: [-0.4997041126848598, -1.3388535260931196] Predicted: 0.02160029152686392 Movie Vector: [-0.6006262830593962, -0.7002515109349303] User Vector: [0.4349791255524769, 0.06204412337172387] Predicted: -0.30470638652469356 Movie Vector: [0.42298995498084846, 0.12558545233105448] User Vector: [-0.3159087856128329, 0.5533649042044327] Predicted: -0.0641316612057824 Movie Vector: [-1.46284412811876, -0.9909538575698962] User Vector: [-0.5380881011728127, -0.35730549099982917] Predicted: 1.1412122738484087 Movie Vector: [-0.14884407561478052, 1.2236335068943285] User Vector: [0.5872197302983684, -0.502401754937805] Predicted: -0.7021597992034327 Movie Vector: [-0.2790874173212685, 0.6065453487022268] User Vector: [-0.9367476764669525, 0.8835902413373207] Predicted: 0.7973720407486908 Movie Vector: [0.701319975886728, -0.2909711792972124] User Vector: [0.3266234957216998, -0.349346659837838] Predicted: 0.33071739174013914 Movie Vector: [-0.16569493335863178, 0.6872811155741777] User Vector: [-0.5062665293790685, -0.4845041882335824] Predicted: -0.2491047801423673 Movie Vector: [-1.4188965477515105, 0.6824386897032815] User Vector: [0.6851112151168895, 0.1366876607632722] Predicted: -0.878820989845303 Movie Vector: [0.9290253341490284, -1.3222501564133442] User Vector: [0.13041663415337668, 1.3662929618232358] Predicted: -1.6854207253542925 Movie Vector: [0.4583988325526279, -0.7000903691989444] User Vector: [-1.4636935460664193, -0.420144950922025] Predicted: -0.37681597892358987 Movie Vector: [-1.4768836927173676, -0.7328091529727081] User Vector: [0.7060423843370861, -0.27813273242143666] Predicted: -0.8389242717349927 Movie Vector: [-0.2512372100057114, 1.2418683757905946] User Vector: [-0.09292713148200561, -0.8269827362484474] Predicted: -1.003656954224348 Movie Vector: [0.46274508305819884, 0.9885851768806166] User Vector: [-0.3443063618032025, 0.4568426511164141] Predicted: 0.2923017970704408 Movie Vector: [0.09156227111816406, 1.5256595611572266] User Vector: [0.8948687576617553, -0.7747291112473763] Predicted: -1.1000366600772 Movie Vector: [-1.5407978833105485, 0.0895888232284251] User Vector: [-0.11621189351140786, -0.04907477166592736] Predicted: 0.17466248849413402 Movie Vector: [0.7699493592477348, -0.3643751020337645] User Vector: [-0.9134199583592589, 0.7744015147688129] Predicted: -0.9854597426217919 Movie Vector: [-1.6153337438446373, -0.0908833872597234] User Vector: [-0.7123993365708959, -0.3263768512369179] Predicted: 1.1804249212190752 Movie Vector: [-1.2073038592498355, -0.8309045216270416] User Vector: [-0.3087460591993186, 0.5328118819664964] Predicted: -0.06996549310306 Movie Vector: [0.4252354175518189, 0.3696902319075887] User Vector: [-1.2682770916883976, 0.39704508305766184] Predicted: -0.3925326498221674 Movie Vector: [0.2547460343442308, -1.3490405931793683] User Vector: [0.08162474725906532, 0.41055016407027733] Predicted: -0.5330552561986569 Movie Vector: [-0.6325161231857048, -0.2585395400534845] User Vector: [0.6256067021389872, 0.1323946720072183] Predicted: -0.4299355834822243 Movie Vector: [0.2332280422870092, 1.3781895036508172] User Vector: [-0.29331759895358905, 0.013181033247936843] Predicted: -0.050243927702692676 Movie Vector: [0.71648869927162, 0.6368417581001065] User Vector: [0.9438257625886559, -0.10990223570555868] Predicted: 0.6062501599703305 Movie Vector: [-0.5330944061279297, 0.11187553405761719] User Vector: [0.11755413316673188, 0.15133356002441262] Predicted: -0.045736927959830864 Movie Vector: [-0.9324121819758489, 1.0669400922158057] User Vector: [0.3492617368214513, 0.7531722119286831] Predicted: 0.4779337311392074 Movie Vector: [0.6732240803390106, 1.2040530922876864] User Vector: [0.642531617789668, -0.4007702041642511] Predicted: -0.049980846145547986 Movie Vector: [-1.6427803990863987, -2.008845872244163] User Vector: [0.4349161685923518, 0.9003688817021028] Predicted: -2.523174068513634 Movie Vector: [0.48780090042393215, 0.3644699546951713] User Vector: [-0.4791992910255567, 0.2903158723984939] Predicted: -0.12794243278440826 Movie Vector: [1.7608567269790725, -0.7869997148393651] User Vector: [-0.3615692176200682, -0.04627251231122553] Predicted: -0.6002551351210218 Movie Vector: [0.4185403385824825, -0.704126931574784] User Vector: [-1.1026725158776878, -0.3939938765849015] Predicted: -0.18409122876206446 Movie Vector: [0.5159185477640023, -1.4115078088453679] User Vector: [0.5123335033019207, 0.18384095530460484] Predicted: 0.004829412996328608 Movie Vector: [1.0395062518421074, -0.9533093168411334] User Vector: [-0.02506755231521063, 0.5733941925770526] Predicted: -0.5726799033563438 Movie Vector: [0.23046322421089577, 0.4727417844444362] User Vector: [0.1119318137271331, 1.1340801718837574] Predicted: 0.5619232508427089 Movie Vector: [0.23048015171919028, -0.6087086346174793] User Vector: [-0.5007076263427734, 1.4403438568115234] Predicted: -0.9921529121458545 Movie Vector: [-0.5823065848720849, -0.6582713539794847] User Vector: [1.194971628119243, 1.0426933112394416] Predicted: -1.3822149855640908 Movie Vector: [1.5026251689525465, -0.3424544171378241] User Vector: [-0.5828547746712074, 0.18304654590331876] Predicted: -0.9384973524515344 Movie Vector: [0.45745398941773885, -0.1525397787462312] User Vector: [0.5062393962371814, -0.6439134697912934] Predicted: 0.329803649622808 Movie Vector: [-1.0541644427565666, 0.06422895861811395] User Vector: [-0.11741038823081237, 1.062639121412893] Predicted: 0.19202206063838415 Movie Vector: [-0.5273778447550047, -0.2171867975484783] User Vector: [-0.09809097265500998, -1.01045554910865] Predicted: 0.2711886105247181 Movie Vector: [1.1717294111065544, -0.29659758206936565] User Vector: [-1.3164956152157716, -1.2217033512281699] Predicted: -1.180222371960821 Movie Vector: [-1.1359899409660907, 0.3177564046844902] User Vector: [-0.3950482049739366, 0.13843246210807889] Predicted: 0.49275858849818743 Movie Vector: [1.451794623240678, -0.38322139388120185] User Vector: [-0.1772116812359643, -0.7282299447708431] Predicted: 0.02179832850729918 Movie Vector: [-0.7343385851892076, 0.9714080871620632] User Vector: [0.7938060155518076, -0.7618581935059922] Predicted: -1.3229975968173973 Movie Vector: [0.4527660851207469, -0.08209570229086893] User Vector: [-1.160477181857022, 1.3419069856206998] Predicted: -0.6355895068949153 Movie Vector: [-1.0838124851417268, 0.19758474389269726] User Vector: [-0.6221654841235936, -0.1869090807194191] Predicted: 0.6373803366722316 Movie Vector: [0.43689156374743293, 0.515302960671185] User Vector: [-0.7070294728490346, -0.5109371746913873] Predicted: -0.5721826508439802 Movie Vector: [0.5740721798380385, 0.737966477324387] User Vector: [-1.087101678925866, 0.6739909348873563] Predicted: -0.12669211455917068 Movie Vector: [1.0982759433657894, -0.2259372795793582] User Vector: [0.6763642467538878, -0.6004581039117544] Predicted: 0.8785004516617192 Movie Vector: [1.3423609042223674, 0.5105442395354342] User Vector: [0.3592200419534834, -0.4867712197831581] Predicted: 0.23368469809954656 Movie Vector: [-0.6665202297332893, -0.45752091905935527] User Vector: [0.31729802512712935, 0.3198023836489716] Predicted: -0.35780183308610325 Movie Vector: [0.053764216458301456, -0.7329667164141583] User Vector: [0.5474096561930233, -0.7047322163809457] Predicted: 0.5459763098389401 Movie Vector: [-0.5117268939064148, -0.45257008863706066] User Vector: [0.6413762099257765, -0.36832520669871266] Predicted: -0.16151648428788618 Movie Vector: [-1.0991871993977924, -0.11944581720339512] User Vector: [-0.7343108368022618, -0.8138055043143652] Predicted: 0.904350735699578 Movie Vector: [-0.434690087482428, 0.1309015261683937] User Vector: [-0.9173543011335163, -0.33790821525758996] Predicted: 0.3545321203300532 Movie Vector: [0.02650765408429226, -1.079800051994993] User Vector: [0.9035215433330186, -0.6305517658321402] Predicted: 0.7048200660594572 Movie Vector: [0.15621506017549908, -0.9002919027518405] User Vector: [0.782679157195166, 0.6705558588295346] Predicted: -0.48142973840768444 Movie Vector: [1.083339245638902, -0.8814225892394902] User Vector: [-0.2506135607182065, 1.0707550288619454] Predicted: -1.2152871757960422 Movie Vector: [-1.2600733984541437, -0.02572347508571693] User Vector: [-0.4538548710607056, 0.656369721975248] Predicted: 0.5550063395921813 Movie Vector: [0.8376451907328387, -0.27156940775552973] User Vector: [0.09246769037077626, 0.15659821700288012] Predicted: 0.03492783109020988 Movie Vector: [-0.49653488124900247, -0.34923288913190137] User Vector: [0.5968397666180197, 1.5659612880736618] Predicted: -0.8432369475450394 Movie Vector: [0.253163285647688, -0.44441138412166487] User Vector: [-0.5518893917262778, 0.11850953425739504] Predicted: -0.1923851178744712 Movie Vector: [0.3842077663555049, 1.1454133740997352] User Vector: [0.6637988791938046, -0.42951163763643063] Predicted: -0.23693168939590753 Movie Vector: [0.6164849926363546, 1.0871083379284816] User Vector: [0.05919475496743998, 0.309277824623587] Predicted: 0.37271117996489717 Movie Vector: [0.29580267393280657, 0.328302579654462] User Vector: [-0.11728503618284947, -1.027816248943822] Predicted: -0.3721279532542224 Movie Vector: [0.9419093208028331, -0.5413742401130928] User Vector: [-0.033788263617005036, 0.792380983206834] Predicted: -0.4608001330982654 Movie Vector: [-0.4685417006261742, -0.06842324142813686] User Vector: [-0.7967855176531254, 0.9541285646055596] Predicted: 0.308042672346014 Movie Vector: [0.10204240312581828, -0.22566467888695702] User Vector: [-0.9710799588595432, -0.6363589602423353] Predicted: 0.0445124077905759 Movie Vector: [0.15023586229545569, -0.25588079201891434] User Vector: [2.1498540579423278, 0.18025770821154918] Predicted: 0.27686069305966465 Movie Vector: [-0.8246945198468744, 0.49169065627021036] User Vector: [1.1505822520031406, -1.2795723117405329] Predicted: -1.578032627564958 Movie Vector: [1.2870517403865847, -0.06825187017331741] User Vector: [-2.0414438290175245, 0.5290673025979288] Predicted: -2.6635536658883194 Movie Vector: [-1.3358342657172964, 0.8049466415633092] User Vector: [-0.5888517016841285, -0.16766910265318039] Predicted: 0.6516435994609868 Movie Vector: [-0.3104713805630741, 0.40967768529028137] User Vector: [1.2809837795190289, -0.0246692960478314] Predicted: -0.40781526260879364 Movie Vector: [-0.30061200746158145, 0.43904831164683256] User Vector: [0.5534439142152002, 0.7342771021348868] Predicted: 0.1560112359036243 Movie Vector: [-0.8639958866642876, -1.8805839451965491] User Vector: [2.0627990627138715, -0.4719151727676416] Predicted: -0.8947738077982503 Movie Vector: [-0.4352747502865227, -1.2190167857140688] User Vector: [0.019396864845536738, -0.36558321361920365] Predicted: 0.437209108475119 Movie Vector: [-1.5148375158702272, -1.0172211902645985] User Vector: [1.038628696057064, 1.15301331717923] Predicted: -2.7462232927386054 Movie Vector: [-0.7251570657188301, 0.9223414560653338] User Vector: [1.1858731803346745, -0.5737480251923661] Predicted: -1.3891359047366865 Movie Vector: [-1.4188886355799029, 0.818367251026932] User Vector: [0.3615211241864577, -0.053771907157919296] Predicted: -0.5569633824735374 Movie Vector: [-1.1983387650471728, 0.33960462755556264] User Vector: [0.13721673000893148, 1.1859463057691673] Predicted: 0.23832072668891918 Movie Vector: [-0.18532359969218792, -2.072910100915424] User Vector: [0.5327349260911551, -1.3922355230749757] Predicted: 2.787250724450421 Movie Vector: [-0.3968102483037429, -0.6446223843523115] User Vector: [-0.6371331928605309, 0.7283938319699542] Predicted: -0.21671798825044503 Movie Vector: [0.43148771621353776, 0.30355130190493723] User Vector: [0.34173490908737625, -1.1361421178696642] Predicted: -0.1974230035558163 Movie Vector: [-0.4284361064707758, -0.03471252263244537] User Vector: [0.6599900326446895, -0.7865271045847593] Predicted: -0.2554612199768808 Movie Vector: [-0.5482512616463121, -0.4322082144617351] User Vector: [-0.6992672277610709, 0.23603486525371714] Predicted: 0.2813579321859009 Movie Vector: [-0.004934572334217846, 0.6339458113493126] User Vector: [-0.8379286542074965, -0.06534150594599611] Predicted: -0.03728815444661973 Movie Vector: [1.9638131627674882, -1.2181192476019633] User Vector: [0.3360792551398603, -0.6871372877975666] Predicted: 1.4970120209879763 Movie Vector: [1.1759336387682193, -0.20518610278347682] User Vector: [0.6334358800068006, 1.3637901712400589] Predicted: 0.465047769051588 Movie Vector: [-0.4521605606146542, 0.7975210524288698] User Vector: [0.5120193751314944, -0.9371484231618215] Predicted: -0.9789105644270931 Movie Vector:
avg loss: 14.93319551372843: 12%|█████▊ | 8748/70000 [00:14<01:40, 611.09it/s]
[-0.6818028469811711, 0.9699410182962763] User Vector: [1.0854890074400045, 0.016013316069386357] Predicted: -0.72455752354472 Movie Vector: [-0.3570923815343374, -0.7776185236552435] User Vector: [-0.036968068938528664, 0.7120867655945641] Predicted: -0.5405308435980977 Movie Vector: [0.2972496494337855, 0.469280658861914] User Vector: [-0.24227050714156456, -0.4017962926594814] Predicted: -0.2605700522634914 Movie Vector: [0.9682603872495255, -0.9112092086387998] User Vector: [0.8591248911314242, 0.5256502688777958] Predicted: 0.35287923425771056 Movie Vector: [-1.3696321873561952, -0.05969474037561173] User Vector: [-0.518206853914761, -0.41606413447214496] Predicted: 0.7345896273171646 Movie Vector: [-0.7346205247118269, 0.7461867299030629] User Vector: [-2.090749229851419, -0.35648051817701476] Predicted: 1.2699062641416414 Movie Vector: [-0.7197691852161503, 0.23728605862964774] User Vector: [-0.11955798868793294, 1.2587152799960006] Predicted: 0.38472974383115965 Movie Vector: [0.2469035605494361, -0.2898759294542096] User Vector: [-0.4303478068240313, -0.007656372980090524] Predicted: -0.1040350075456424 Movie Vector: [-0.34824887023609213, -0.8778899778680042] User Vector: [-1.5347271307078632, -0.697770291106182] Predicted: 1.1470325348058497 Movie Vector: [0.006586514380528395, 1.196172744992062] User Vector: [-0.5014362901537563, 0.2790802194507736] Predicted: 0.33052543483740243 Movie Vector: [2.074800225068203, 0.416381984021198] User Vector: [0.01288432427884674, 0.5262542218247304] Predicted: 0.24585517589651582 Movie Vector: [1.3082542269986885, 0.5977640292919238] User Vector: [-1.5637653528930775, -0.7709718616216061] Predicted: -2.5066618794300917 Movie Vector: [-0.7104717180355049, -0.8882514411370019] User Vector: [0.5279108345198994, -0.6331848062313443] Predicted: 0.1873615990701349 Movie Vector: [-0.9229374052101775, 0.3493713533299839] User Vector: [0.529092185648196, 1.0536137549123281] Predicted: -0.12021650549832152 Movie Vector: [0.7621103204271618, 0.643500631209251] User Vector: [-0.09327509629060696, -0.6663603546809049] Predicted: -0.4998892223718916 Movie Vector: [-1.2222229096575936, -1.2468216164108243] User Vector: [-0.15150130460094152, -0.19161343566292444] Predicted: 0.42407613890556306 Movie Vector: [-0.6633561437668415, -0.157747077346423] User Vector: [0.7934544072611001, 0.17638645502414957] Predicted: -0.5541673036190842 Movie Vector: [-0.6637287139892578, 0.2788066864013672] User Vector: [0.18867532008756602, -0.989005789663045] Predicted: -0.4009706546109528 Movie Vector: [-0.49789515108420984, 0.2435258448862891] User Vector: [-0.9666924476065755, -0.6460618512727738] Predicted: 0.3239787240730382 Movie Vector: [1.985870124907471, -0.020937274429721903] User Vector: [-0.3352562544324491, 0.14141146908484742] Predicted: -0.6687361506015183 Movie Vector: [1.0728030457563407, -0.3721859096246805] User Vector: [1.3415562821037197, -0.7478439791179765] Predicted: 1.7175626571197877 Movie Vector: [0.254144976450685, -0.3855808009639863] User Vector: [-2.1857590658373063, -1.031437506344466] Predicted: -0.1577971864734976 Movie Vector: [0.9292571797582128, -1.100544280086864] User Vector: [-0.7124288538980342, 0.6060752458022265] Predicted: -1.3290422726215434 Movie Vector: [-0.20868574345109353, -0.6626531015340741] User Vector: [0.26757974952381086, -0.45792758920918153] Predicted: 0.24760705830565166 Movie Vector: [-0.19247040993790598, -1.8012693793448578] User Vector: [-1.2488709098309214, -0.18295551148777967] Predicted: 0.569922856599997 Movie Vector: [-0.4493413576391054, -0.4883964339006711] User Vector: [1.2262302184497194, -1.609255547398305] Predicted: 0.2349587194479109 Movie Vector: [1.1014876595485934, -0.16087938484365194] User Vector: [1.5555798184106617, 0.1783467935803834] Predicted: 1.6847596509821359 Movie Vector: [-0.5007475584360981, -0.12159887316417128] User Vector: [0.13358975050815988, 0.1353627642421083] Predicted: -0.0833547009992763 Movie Vector: [-1.1689365723815954, 0.5937239450104027] User Vector: [1.0100145312599262, -0.3500699696134698] Predicted: -1.388487847615163 Movie Vector: [-0.33959845332600674, 0.06252983942847451] User Vector: [0.09533746558269739, -0.039900353193862904] Predicted: -0.034871418534257105 Movie Vector: [-0.4967916385198545, -0.6854408473475964] User Vector: [-0.7060409430960326, -1.1086143030324123] Predicted: 1.110644764234983 Movie Vector: [1.1850768938157359, 1.145928901442154] User Vector: [-0.07113243413447579, -0.8964231511756509] Predicted: -1.1115346009476648 Movie Vector: [-0.07646513422250234, 0.03879479794624312] User Vector: [0.09534340890030116, -0.5070971563029278] Predicted: -0.026963178276679003 Movie Vector: [-0.719549783839776, 1.4500215896070994] User Vector: [1.113627817979634, 1.2988516976205031] Predicted: 1.0820523475423545 Movie Vector: [0.4200815511681528, 0.2204622907589298] User Vector: [-1.0432717274610945, -1.3518145905619379] Predicted: -0.7362833468783645 Movie Vector: [-0.031287566311537326, -0.13909017391301975] User Vector: [-0.08220021273973543, 0.3774877854683735] Predicted: -0.04993299712391981 Movie Vector: [-0.5609832892459801, 0.04076659408515644] User Vector: [-0.564346176945236, 0.6272924116313691] Predicted: 0.3421613497338073 Movie Vector: [1.6092252533977447, -0.13627940124746168] User Vector: [-0.6699048323848947, -0.1188281296221882] Predicted: -1.0618339472906884 Movie Vector: [-0.5177077430898327, -0.5064079725313844] User Vector: [0.21605491638183594, 0.7571697235107422] Predicted: -0.4952900876887266 Movie Vector: [-0.5308387713532996, 0.2816400830271762] User Vector: [-0.678434601431262, -0.1533598962274873] Predicted: 0.316947096360788 Movie Vector: [-0.21279205205909388, 0.7893990872604998] User Vector: [-1.1393119267470093, 1.765963931101823] Predicted: 1.6364868381746394 Movie Vector: [1.2468814859631898, -0.10739960072620755] User Vector: [1.8724911630898313, -0.8861416594917703] Predicted: 2.4299458243026653 Movie Vector: [-0.26271457524719327, 0.9474297064915415] User Vector: [0.15919762851607377, 0.03729573361086118] Predicted: -0.006488451407635862 Movie Vector: [-0.06279804988636671, 0.642883169907694] User Vector: [-1.1494918533710923, 0.40731476375367326] Predicted: 0.334041653224135 Movie Vector: [-0.20595567685854238, -0.277593540990381] User Vector: [-0.2120325926415519, -0.3540584115006439] Predicted: 0.1419536442994556 Movie Vector: [1.5155825475765006, -0.5751586492781784] User Vector: [-0.9951191609026082, 1.0874381135693545] Predicted: -2.133634669597125 Movie Vector: [0.24712987680316295, 0.3313680925856536] User Vector: [-0.1179154848240326, 1.2097834568158943] Predicted: 0.3717431972890129 Movie Vector: [-1.7057235975437286, -0.13229436888146054] User Vector: [-0.17187596771632674, 1.275962930067861] Predicted: 0.12437018343493578 Movie Vector: [1.35048374292923, 0.572561615534714] User Vector: [-0.45397258489815684, 0.2913196734699986] Predicted: -0.4462841327614927 Movie Vector: [0.0791676878606485, -1.1165505617437383] User Vector: [-1.2274093572000158, 0.7085702562579815] Predicted: -0.888325678527804 Movie Vector: [-1.0897129096132785, 0.6384364776942081] User Vector: [0.46627807324436205, 1.4741320146253576] Predicted: 0.433030415189693 Movie Vector: [-0.317997918700005, 0.0534896477736404] User Vector: [-0.5276928894610551, -1.1833901157369329] Predicted: 0.10450612009183122 Movie Vector: [-0.4243068524934732, 0.052075406766773844] User Vector: [-0.5784677782285007, -0.2111697421788199] Predicted: 0.23445109202823083 Movie Vector: [-0.45854705817011066, 0.08519918172389321] User Vector: [-0.5669484059245533, 1.8701225060594555] Predicted: 0.41930543091063976 Movie Vector: [0.5862411744028786, -0.07577959247500193] User Vector: [-0.910718459931714, 0.047972022872434836] Predicted: -0.5375359598442235 Movie Vector: [-0.12400616632003289, 0.8170450143584063] User Vector: [0.5149717414944065, 0.7904662830697453] Predicted: 0.5819868641746837 Movie Vector: [-0.14794797163100365, 0.12792686100814543] User Vector: [1.1199011655038502, -0.2308481415902913] Predicted: -0.19521878398670142 Movie Vector: [0.09697899516479375, -0.07928864335388425] User Vector: [-0.791828213261418, -0.05961869408777465] Predicted: -0.07206361909247642 Movie Vector: [0.8368183161698138, 0.2895238849354089] User Vector: [-0.46054685062879136, -1.4793045129784368] Predicted: -0.813688029660496 Movie Vector: [-0.174455375921497, -0.2370687027956514] User Vector: [-0.576797826272288, 0.9286865271414465] Predicted: -0.1195370286801869 Movie Vector: [0.46632168537560803, 0.13893726706410325] User Vector: [0.02769481659304704, 0.31244202112494424] Predicted: 0.05632453408092262 Movie Vector: [0.2887168066182909, 0.9605024109222648] User Vector: [1.0374014227676893, -0.46430912124128343] Predicted: -0.1464548044026921 Movie Vector: [0.9031007424741604, 0.6151120262253474] User Vector: [0.6575078385341995, 0.14405815883898482] Predicted: 0.6824077231405569 Movie Vector: [1.0077847782779532, 0.7266579402576335] User Vector: [0.57581869221462, -0.40867486554008214] Predicted: 0.2833344770333903 Movie Vector: [0.09505687434745709, -0.08302083110782899] User Vector: [0.841608055523643, -1.2180908343191545] Predicted: 0.18112754461372366 Movie Vector: [-0.36284391245693737, 1.2650000462784468] User Vector: [-0.6694602558180351, -0.2000021867755886] Predicted: -0.010093197071472104 Movie Vector: [-0.049023145905448595, -1.1204971859061144] User Vector: [0.6216939549338385, 0.0027122633055606804] Predicted: -0.033516476862574106 Movie Vector: [0.815793202364764, -0.24178258730206728] User Vector: [0.7767735974085167, -0.7703917384931251] Predicted: 0.8199539283112973 Movie Vector: [-0.6363751914020054, -0.5462655242692356] User Vector: [-0.07808736047675563, 1.6737011671174562] Predicted: -0.8645923865559759 Movie Vector: [0.4402597210714435, 0.655042811171933] User Vector: [-1.2449494461249881, 0.8256514036345072] Predicted: -0.007264079414235458 Movie Vector: [-0.28110190314478134, 0.7818346251323662] User Vector: [0.20145783550404645, -0.6328376658280126] Predicted: -0.5514045801959017 Movie Vector: [-0.1902865971350611, -0.04418504794804856] User Vector: [0.3325094118775431, -0.33927596983329045] Predicted: -0.048281159506853535 Movie Vector: [0.1240136659335429, 0.18658008835511064] User Vector: [1.0782809700160059, -0.32831113709438065] Predicted: 0.07246525503102515 Movie Vector: [-0.11909833951458913, 0.03659223628769525] User Vector: [0.09545604140920523, -0.16940138487133521] Predicted: -0.017567431531146906 Movie Vector: [-1.5608026205095025, 0.08114108280692353] User Vector: [-0.18376403519992046, 0.40587939664811146] Predicted: 0.3197528814284849 Movie Vector: [0.23138607188796875, 0.1768823305739844] User Vector: [0.5142815663479043, -1.598642887658576] Predicted: -0.16377408824293987 Movie Vector: [0.5114140557059331, 0.037825798862338444] User Vector: [-0.2708363157272792, -0.015095815134548968] Predicted: -0.13908050992548296 Movie Vector: [-1.077036623487072, -0.799605484774023] User Vector: [0.08709583553706005, -0.9463361885188284] Predicted: 0.6628902021531786 Movie Vector: [-0.9069550664552076, 0.5666269880829576] User Vector: [-0.810160828487092, 0.9403205611475363] Predicted: 1.2675904754354217 Movie Vector: [1.2481914751415897, -0.049614670612604134] User Vector: [0.4955646020247787, -0.5144878847320686] Predicted: 0.6440856585644203 Movie Vector: [0.7276553683161843, -0.4173661042813947] User Vector: [0.11733226435550881, -0.5581189705919944] Predicted: 0.3183173925165027 Movie Vector: [1.5913793021522535, 1.3685998141631275] User Vector: [-0.4135572765427766, -0.39840205837014614] Predicted: -1.2033794731922198 Movie Vector: [-1.0678767596107328, -0.8991316057950197] User Vector: [0.6720150056564855, 0.08364820660753997] Predicted: -0.792839952979147 Movie Vector: [-0.6023318149886385, -0.41395353926142087] User Vector: [-0.8179735264414741, 0.5804462440905317] Predicted: 0.25241370170187605 Movie Vector: [-1.3558564098004644, -1.1866103251650233] User Vector: [-1.0478015825215654, -0.6340301407782023] Predicted: 2.1730152033741827 Movie Vector: [-0.3159843687700998, -0.6360728880172659] User Vector: [0.21480108962800706, -0.3704457264269206] Predicted: 0.16775669634478996 Movie Vector: [-0.476219845087952, -0.9360725320099504] User Vector: [-0.07607904387948666, 0.08389920565488085] Predicted: -0.04230539138025923 Movie Vector: [-0.9871299375847743, 1.0099769887341754] User Vector: [-1.0965755519255806, 0.8932881117570772] Predicted: 1.984662993313738 Movie Vector: [-0.44777679786418445, 0.7700523690985374] User Vector: [-0.9495413870788628, -0.32821547370564597] Predicted: 0.17243949864385794 Movie Vector: [-0.4049843726366757, 1.2001594172311527] User Vector: [1.8794847360504272, 0.19590481007051475] Predicted: -0.5260449440225816 Movie Vector: [-0.39235537765064227, -0.4285512868304332] User Vector: [0.15531231585989383, 0.767070974670035] Predicted: -0.38966687562812263 Movie Vector: [0.9602474058145103, 0.2777492923730315] User Vector: [-0.44225030580542396, 0.4193172622770193] Predicted: -0.3082046359930933 Movie Vector: [0.18997180710913347, 1.1206370689055536] User Vector: [-1.6802132572745951, 0.8536827313496356] Predicted: 0.6374753650217646 Movie Vector: [-0.7530186093031949, 0.08459811962906602] User Vector: [0.33304336765273945, -0.07786547780504587] Predicted: -0.25737512655384415 Movie Vector: [-1.1715579344334233, -0.392578496730773] User Vector: [-0.6325227236591476, 0.12569117104995517] Predicted: 0.6916933646291921 Movie Vector: [-0.47083280969656255, 0.5913301541971075] User Vector: [0.4567598580764001, 0.6153335332630248] Predicted: 0.14880774577236083 Movie Vector: [-0.37100970228785807, 0.8356289828201486] User Vector: [-1.0015242051673467, 0.3760077203264437] Predicted: 0.6857781460621302 Movie Vector: [-0.27657726868406207, 0.350000582471967] User Vector: [0.6974451072517783, 0.6953511672990508] Predicted: 0.050475850756470375 Movie Vector: [-0.5201894469401744, -0.745347777379286] User Vector: [-1.2971831630921333, 0.6968917716566682] Predicted: 0.15535425911079237 Movie Vector: [-0.2598235473095484, -0.6790344914678098] User Vector: [0.37359681343537965, 0.2865149899255825] Predicted: -0.29162280981234645 Movie Vector: [0.7614109910675736, 1.1490477271993802] User Vector: [0.08464303951627189, -0.16607915618319263] Predicted: -0.126384736342432 Movie Vector: [0.8179579786747904, 0.8952744091047333] User Vector: [-1.0967693577191993, -1.36434413187041] Predicted: -2.1185736333882357 Movie Vector: [-0.6534690344687719, -0.17988119629741128] User Vector: [-1.3991534012729197, 0.816646544232332] Predicted: 0.7674040648748544 Movie Vector: [0.13884868289041452, -0.8425039960911357] User Vector: [0.6358434430800172, 0.7733063023827944] Predicted: -0.5632276253637978 Movie Vector: [-0.24616965640773908, -0.7486768720606194] User Vector: [-0.8611368643599296, 0.5188288120732559] Predicted: -0.1764493661384105 Movie Vector: [1.0457153635215757, -1.3719081892393976] User Vector: [0.1375063026433226, -0.13053913143001786] Predicted: 0.3228801566802094 Movie Vector: [0.7523744272760271, -0.5349482187701158] User Vector: [0.1981418126009044, -0.2819615713047571] Predicted: 0.29991167310614214 Movie Vector: [-0.36926075052069235, -0.6745153667546196] User Vector: [-0.08954449709037224, 0.26394971941319995] Predicted: -0.1449728735941847 Movie Vector: [-0.006948663813463818, -0.09951323843145021] User Vector: [0.09546438464053131, 0.7017019001035734] Predicted: -0.07049197840783482 Movie Vector: [-0.9618554200515453, -0.5017047194338168] User Vector: [1.3632630560143482, 0.21966437982359988] Predicted: -1.4214686154324367 Movie Vector: [-1.3940216950821913, 0.8436870545797004] User Vector: [0.3844486087122007, -0.4377030922805506] Predicted: -0.9052141338955766
avg loss: 14.909418963308754: 13%|█████▊ | 8879/70000 [00:14<01:36, 631.90it/s]
Movie Vector: [1.1687150783909757, 0.9397344934975345] User Vector: [-0.8746281360753473, 0.9427608586647994] Predicted: -0.13624619260958637 Movie Vector: [0.6837772962520177, -0.8480888822545827] User Vector: [-2.03100135030208, -0.02930240055043959] Predicted: -1.3639015718635548 Movie Vector: [1.1040904249154742, 0.6583070900291208] User Vector: [-1.2052618247586242, 0.1916302750298977] Predicted: -1.2045664715157371 Movie Vector: [1.0483925899178064, -1.484428503826249] User Vector: [0.43446407211351434, 1.028059711980622] Predicted: -1.0705922263101155 Movie Vector: [0.9845218335437409, 0.6773178655957421] User Vector: [0.7197633224340715, -0.2626685194727711] Predicted: 0.5307126249518359 Movie Vector: [-0.253171611753122, -0.624978347035089] User Vector: [-0.9936618804931641, -0.32158851623535156] Predicted: 0.4525528391243293 Movie Vector: [-1.5320667127837075, -1.0369195824169557] User Vector: [-0.6570939378795433, 1.1176746536004878] Predicted: -0.15222698569221982 Movie Vector: [-0.42393284695712885, -0.5443904714743818] User Vector: [0.6179063019622478, -0.529172062398823] Predicted: 0.02612545079675921 Movie Vector: [-0.36298227800806787, -0.6641660915944932] User Vector: [-1.3454683605355005, -0.3547170598269265] Predicted: 0.7239722137420961 Movie Vector: [0.41836042155249237, 0.5705166236915593] User Vector: [0.48586425135966416, 0.5174035483426349] Predicted: 0.4984536985025878 Movie Vector: [-0.05529393763980037, 1.1876167760592886] User Vector: [1.1001990291972292, -0.2953351470063471] Predicted: -0.4115793116564745 Movie Vector: [-0.3966045920326945, 0.16899258853636895] User Vector: [-0.4106073511572038, -0.11437125647651136] Predicted: 0.14352086630520552 Movie Vector: [-0.36666850982592925, 0.13321049230057652] User Vector: [0.0819422600368867, 0.6516880572714255] Predicted: 0.05676604055603886 Movie Vector: [-0.5724224594148256, -0.9685435571970273] User Vector: [-1.0341393220487176, -2.068514196783931] Predicted: 2.5954106723703676 Movie Vector: [-0.9474041404168372, 0.7077949233825319] User Vector: [1.3444810597799486, 0.0008459445719544434] Predicted: -1.2731681674740483 Movie Vector: [-0.331750368412703, -0.14993540456708265] User Vector: [-0.18533070123132617, 0.0736636776992208] Predicted: 0.05043873509394518 Movie Vector: [-0.6234351901755254, 1.5621224200024837] User Vector: [0.7086863625203836, 1.1417012362794636] Predicted: 1.3416570809440065 Movie Vector: [-0.36866481209051044, -0.3115461084961674] User Vector: [-1.010979478103639, 0.6348515773509728] Predicted: 0.1749270209260912 Movie Vector: [0.758341723736751, -0.18381988814683525] User Vector: [-0.9804958177282218, 0.8110321548126164] Predicted: -0.8926347285138369 Movie Vector: [-0.4493847019151955, 0.1542911286934865] User Vector: [-0.3847492683048165, -0.06119111628471135] Predicted: 0.16345918885166705 Movie Vector: [-1.0566213646006246, 1.1054631160067239] User Vector: [0.09544148954507228, -0.9844235843510509] Predicted: -1.1890894799498513 Movie Vector: [-0.6340454900076641, -0.23269240864684487] User Vector: [0.12884515311565906, 0.1448044335220322] Predicted: -0.11538858066131416 Movie Vector: [-0.7794843989292878, -0.470354528035318] User Vector: [-0.6615285361614307, -0.6077464317995773] Predicted: 0.8015074594786031 Movie Vector: [-0.06349087001382822, 0.10580726987923963] User Vector: [0.8500992417884919, 0.8209529291506773] Predicted: 0.032889247673550934 Movie Vector: [-0.6647396087646484, 0.3951740264892578] User Vector: [0.4038972546308918, 0.3165122914955514] Predicted: -0.14340906636081588 Movie Vector: [0.01269633532335522, 0.7577069966528364] User Vector: [-0.2846693754351381, 1.081041470171437] Predicted: 0.8154984277739518 Movie Vector: [-0.11101891751001128, -0.45109337015292306] User Vector: [0.24657950725169392, 0.2712589188754692] Predicted: -0.1497380898748088 Movie Vector: [-0.20544991468152374, -0.2739122300276334] User Vector: [1.220029895603852, 1.1036677174867708] Predicted: -0.5529631236670292 Movie Vector: [-0.735152255047899, 0.2811595973135426] User Vector: [-0.6930593811789023, -1.1029210089482873] Predicted: 0.19940734021122491 Movie Vector: [-1.1779572502258295, 0.16930205713902363] User Vector: [0.13047389636279705, -0.3633728032045609] Predicted: -0.21521243527667602 Movie Vector: [0.5385898204484396, -0.5107091236390219] User Vector: [-0.26272806262873205, -0.7235590264303079] Predicted: 0.22802553621135124 Movie Vector: [1.089853797380214, -0.3816907676104776] User Vector: [-0.007244341909270924, 0.15924002689286315] Predicted: -0.06867572163838959 Movie Vector: [-0.473916574989781, 0.7431782790224427] User Vector: [-1.0599485407932323, -0.8532765356036246] Predicted: -0.1318094051419889 Movie Vector: [0.4122252189703685, -0.2799120134720984] User Vector: [0.2260274006393789, 0.04728442894480922] Predicted: 0.07993871501005126 Movie Vector: [-0.10831955932123527, 0.2649903067435735] User Vector: [0.7556450116692699, 0.06515322209236796] Predicted: -0.06458616235971625 Movie Vector: [0.08826883290513776, 0.25236377353667916] User Vector: [0.3307624994527895, -0.4093272040276694] Predicted: -0.07410333802415683 Movie Vector: [-0.22022622162429892, -1.3617242908828788] User Vector: [-1.154199705462717, 0.45551050998459847] Predicted: -0.36609468606454293 Movie Vector: [0.19772617826121752, -0.06765367124162674] User Vector: [-0.7416683734509587, 0.20260836037942312] Predicted: -0.16035445242358604 Movie Vector: [-0.12151192133231209, 1.1849571484622192] User Vector: [0.6100901183327343, -0.1099074809996913] Predicted: -0.20436887774452794 Movie Vector: [-0.7372370758338698, 0.23966394200837582] User Vector: [-1.0133551933055893, -0.07207155792049481] Predicted: 0.7298100658157677 Movie Vector: [-0.6731316994439647, 0.20352972595855978] User Vector: [0.7443706445144498, -0.2871413624305357] Predicted: -0.5595012797650653 Movie Vector: [-0.4769516881409284, 0.6613817662678246] User Vector: [0.5985937388456121, 0.6637674573008376] Predicted: 0.15350339904772614 Movie Vector: [-0.9517785950409311, 0.2760614153769274] User Vector: [0.09702083365281304, 0.1331250230285252] Predicted: -0.055591670464433564 Movie Vector: [-0.15724742729743865, -0.8245985620258126] User Vector: [-0.6007193967201874, -0.7422264750631302] Predicted: 0.7065004636964638 Movie Vector: [0.37024389196380647, -0.10191171078721473] User Vector: [0.5871004760181312, 0.11428238204080426] Predicted: 0.2057236521481399 Movie Vector: [-0.2806240277975303, 0.2829071644222267] User Vector: [-0.21227691371673232, -0.7451990925582531] Predicted: -0.15125215967005362 Movie Vector: [0.5620116266680385, -0.3631855135706429] User Vector: [0.14388445347767403, -0.4727076096077687] Predicted: 0.25254529171537776 Movie Vector: [-0.35150423166231226, 1.886086720955608] User Vector: [-0.422017648276127, -0.8523488610575191] Predicted: -1.4592628792569875 Movie Vector: [-1.3091605713676704, 0.7470708218180043] User Vector: [-0.6520895035941124, -0.7042040793752185] Predicted: 0.32759954680169323 Movie Vector: [-0.6891876125422652, -0.5136564965268869] User Vector: [-1.1307600347924134, -0.4915145607615602] Predicted: 1.0317754560095267 Movie Vector: [0.3212476270746054, -0.00613289507354034] User Vector: [-1.1203104307684437, -0.6220578976499682] Predicted: -0.35608205165533724 Movie Vector: [-0.9199613294167646, -0.024337128337581837] User Vector: [0.7917968633807106, 0.44245302410759874] Predicted: -0.7391905310948007 Movie Vector: [-0.23971601838705459, 0.6164418962446848] User Vector: [0.5028572423392117, -0.060104245958988334] Predicted: -0.15759371130196573 Movie Vector: [1.4851466675253802, -0.03774232811241663] User Vector: [-0.2822298299624279, 0.4006352684993928] Predicted: -0.4342735992020647 Movie Vector: [0.4887156525337013, -0.14144273008136712] User Vector: [-1.0500607679073413, -1.188683561803146] Predicted: -0.34505048520359527 Movie Vector: [-1.8617200502208773, 0.09764062049183261] User Vector: [-0.2992990344227082, 0.46066557962727117] Predicted: 0.602190686430541 Movie Vector: [1.1599980527631446, -0.2895652249944236] User Vector: [0.6150018914955068, -0.15024483710203484] Predicted: 0.7569066766401398 Movie Vector: [0.18821749724453582, -0.784399503781936] User Vector: [0.8734648349748372, -0.1569270550725066] Predicted: 0.2874948692989101 Movie Vector: [-0.5754128449488719, 0.47068988204061823] User Vector: [-0.29518595104290196, -1.0240803491118964] Predicted: -0.312170470845059 Movie Vector: [0.032652204200412045, -0.5573115375218018] User Vector: [-1.2305193763299078, 1.0303320563085043] Predicted: -0.6143951124077801 Movie Vector: [-0.17546055581486705, -0.03532604510279648] User Vector: [-0.10080525368749832, -0.9252465152434828] Predicted: 0.05037264596976368 Movie Vector: [-0.5765637425552518, -0.5938203334449041] User Vector: [-1.1218459302080594, -0.036802960437073116] Predicted: 0.6686700343296389 Movie Vector: [0.47227576869760207, -0.39698764421622323] User Vector: [-1.349922181133595, -0.37399864371943303] Predicted: -0.48906269526657187 Movie Vector: [-0.4135796462890094, -0.25253038477253237] User Vector: [0.6456438807388645, -0.8791548564584447] Predicted: -0.0450118536485514 Movie Vector: [-0.10781411425676485, -0.7612611631925819] User Vector: [0.8646260244089152, 1.4279731001310014] Predicted: -1.1802793521984385 Movie Vector: [-1.147337041320268, 0.08402407085290395] User Vector: [0.4144374240408051, -0.40692738690157476] Predicted: -0.5096911035003755 Movie Vector: [-0.6671547283009466, -0.635565030422127] User Vector: [0.05180980358549338, 0.14623838890590798] Predicted: -0.1275091615282715 Movie Vector: [1.6230054660975601, 0.45610071467263225] User Vector: [0.6860135610050906, 0.10137147138404493] Predicted: 1.1596393598739934 Movie Vector: [-0.5273028608679078, 0.22387202482015708] User Vector: [-0.037854874511665026, -0.5761528022042037] Predicted: -0.10902351080746595 Movie Vector: [-1.199530566287117, -0.6671893518909437] User Vector: [0.273422112122115, -0.31368543683477074] Predicted: -0.11869059768984191 Movie Vector: [-0.4528586920037897, -1.2515484633615883] User Vector: [-0.2823094539335953, -1.0870190009545422] Predicted: 1.4883032503381783 Movie Vector: [-0.5822216310173685, 0.27002500618803954] User Vector: [-1.2395802372743143, -0.6228460639367694] Predicted: 0.5535264152540256 Movie Vector: [0.1995809299798153, -0.47253829539827724] User Vector: [0.8246668409215653, -0.6160934041344438] Predicted: 0.4557155020304544 Movie Vector: [0.12086998174411699, -0.3298581094508956] User Vector: [-0.8558428960459623, -0.03767071054542293] Predicted: -0.09101972585872255 Movie Vector: [-0.6203636202611306, -0.8794716153250357] User Vector: [0.2623789933624628, 2.429828495128316] Predicted: -2.299735573776109 Movie Vector: [0.4704868572123738, -0.082398858525303] User Vector: [0.1108193480812672, -0.2251386639620141] Predicted: 0.07069021571746124 Movie Vector: [-1.0775592329438464, 0.3189853751716309] User Vector: [-0.4588461073595853, 0.4555917800857059] Predicted: 0.6397609743814145 Movie Vector: [-0.12123630563391313, 0.5048751652357769] User Vector: [-0.18413510903610303, -0.12849915521457264] Predicted: -0.0425521718645802 Movie Vector: [-0.0844754138157842, 1.645091719929672] User Vector: [0.0585969259251109, 2.140932534485163] Predicted: 3.517080385843732 Movie Vector: [1.5468516777142918, -0.5748525008344849] User Vector: [-0.8095265622845668, -0.6143628212493235] Predicted: -0.899049516809262 Movie Vector: [0.33174862864449955, -0.6375697371940297] User Vector: [-0.6034495706703669, -0.04173627603792521] Predicted: -0.17358378098104876 Movie Vector: [0.5239236317487369, -0.15579339292643155] User Vector: [-0.9321439360920726, 0.8330309932667993] Predicted: -0.6181529611638312 Movie Vector: [0.6236677082998603, 0.1549993092437226] User Vector: [-0.9311943482563553, -0.18059344372478559] Predicted: -0.6087477041901099 Movie Vector: [-0.9249211526331252, -0.5527496752188] User Vector: [-0.014682889541853233, -1.2239334458444435] Predicted: 0.6901093297989788 Movie Vector: [0.2199986605459338, 0.33257866078370724] User Vector: [0.4621478485734186, 0.13681634801555184] Predicted: 0.14717410545666698 Movie Vector: [0.5104251389244177, -0.22568018687195132] User Vector: [-0.2576114376864258, 0.20409287516821153] Predicted: -0.17755107207680867 Movie Vector: [-0.006084945556118965, 1.1641630267976313] User Vector: [-1.486970441708092, -1.0198190805693352] Predicted: -1.1781875334402228 Movie Vector: [1.1823931157948944, 0.06068808334507927] User Vector: [-0.9606949099968006, -0.5255116611379665] Predicted: -1.1678113434493647 Movie Vector: [0.5983741798375455, -0.34018703955522195] User Vector: [-0.6091382184155298, 0.8847389286635926] Predicted: -0.6654692987734225 Movie Vector: [0.5058174238247016, -0.6009650451329084] User Vector: [1.0892220175863998, -0.05956819503157776] Predicted: 0.5867458779243345 Movie Vector: [-0.5483590944909892, 0.006790118726110857] User Vector: [0.2916025519677874, -0.10511416642863024] Predicted: -0.1606166490181641 Movie Vector: [2.1229712369245903, -0.4276409185593251] User Vector: [0.003633076648564104, 0.8638957921866508] Predicted: -0.3617242728837912 Movie Vector: [0.23610709778647468, 0.3098663425818311] User Vector: [0.5425636923564396, -0.2094382751981954] Predicted: 0.06320526643428082 Movie Vector: [0.29018541315599083, 0.7837598206828438] User Vector: [1.2475686577621585, 0.07324810457393514] Predicted: 0.4194351476994025 Movie Vector: [1.088874496782624, -1.388637343674813] User Vector: [0.5591312657214632, -0.1989714788207392] Predicted: 0.8851230014145706 Movie Vector: [1.6515827261631788, 0.44135408535830034] User Vector: [-0.9980223634748103, -0.14953815462850673] Predicted: -1.714315771301779 Movie Vector: [-0.3738744214273573, -0.6609156796621787] User Vector: [0.7330792031168606, -1.2161994779921494] Predicted: 0.529725741676224 Movie Vector: [-1.4283438147297087, -0.5874256621595848] User Vector: [-0.16859645562565054, 0.33484410891643135] Predicted: 0.04411768217777892 Movie Vector: [-0.4863551260060103, -0.013090234479390478] User Vector: [-0.21164542686884374, -0.013935483970465623] Predicted: 0.10311725700614952 Movie Vector: [-1.0429246493389726, 0.9641894456566431] User Vector: [0.4739832482021904, -0.4104848598527181] Predicted: -0.8901139823956538 Movie Vector: [-0.16748904067843295, -0.3897303158402686] User Vector: [-1.298923517731206, 1.742140428603812] Predicted: -0.46140948557840944 Movie Vector: [-0.29605597450191323, -0.4125590164730519] User Vector: [0.07659689142944934, 0.3399647154183135] Predicted: -0.16293247596448326 Movie Vector: [0.26291024517998013, 0.1374423307359532] User Vector: [-0.943360931571101, 0.9239260073557901] Predicted: -0.1210327099340294 Movie Vector: [-0.10769507036672883, -1.0561721598049487] User Vector: [1.7199061533902955, 0.15434587132223526] Predicted: -0.3482412264849197 Movie Vector: [1.3529393992639231, -0.0014172485641058066] User Vector: [0.8400992377318989, 0.26434893253851866] Predicted: 1.136228709874012 Movie Vector: [0.5862756479365626, -0.44290077964763996] User Vector: [-1.2545187820523513, -0.45419325280540934] Predicted: -0.5343312660181162 Movie Vector: [-0.8977050824929422, -0.4686699609076069] User Vector: [-0.9714337066991632, -0.5437001962378907] Predicted: 1.1268769255250675 Movie Vector: [-1.0430284061255535, 0.7245617519186515] User Vector: [1.1441519868242194, -0.12483085678914484] Predicted: -1.2838306874713 Movie Vector: [-0.21141221071395208, 0.33219483560061297] User Vector: [1.2194012574758175, 0.056590963880942105] Predicted: -0.2389970896474259 Movie Vector: [0.3682193633333377, -0.598524962155202] User Vector: [-0.04797426646981717, -0.7623439588575832] Predicted: 0.4386168352685819 Movie Vector: [-0.39357827943212187, -0.711043958696502] User Vector: [-1.3495609642849153, 1.4635275929969536] Predicted: -0.5094745710741047 Movie Vector: [-0.8746996329007347, -0.557828787324093] User Vector: [1.0616079239819065, 0.3350978032847523] Predicted: -1.1155152626327856 Movie Vector: [1.1352513402810027, 0.6119778074386225] User Vector: [-1.3174751778367404, 1.6989725632736101] Predicted: -0.4559319572555518 Movie Vector: [0.7790072088537765, 0.4294995543559781] User Vector: [0.43327715333935846, 0.41887027172423325] Predicted: 0.5174306209215289 Movie Vector: [0.23901119290046693, -1.7844934125776246] User Vector: [0.8204247530382798, 0.13914401252880337] Predicted: -0.05221087484851786 Movie Vector: [-0.6645260070319635, -0.6281451998754924] User Vector: [0.3995027820106596, 1.1026688967567106] Predicted: -0.9581161630774373 Movie Vector: [0.1782360762713545, -1.0081996195589071] User Vector: [-0.9624915762646203, 1.035490339671364] Predicted: -1.2155316885112297 Movie Vector: [0.2316224835599241, -0.7308409451958665] User Vector: [1.703679645038197, -0.004788491225369396] Predicted: 0.3981101360274482 Movie Vector:
avg loss: 14.903694273416145: 13%|█████▉ | 8948/70000 [00:14<01:35, 637.32it/s]
[-0.606126255722309, 0.3641367066061031] User Vector: [1.3320758439736098, 0.8283550506450863] Predicted: -0.5057716636034254 Movie Vector: [0.03584320260814601, -1.120126939611899] User Vector: [0.8119280970303081, -0.12951229136725495] Predicted: 0.17417230985643162 Movie Vector: [-1.3697392211279862, -0.3715125464905521] User Vector: [0.6783991420676803, 0.4394531426902633] Predicted: -1.092492268573814 Movie Vector: [0.43730491310825453, 0.03505379292751032] User Vector: [-0.9064361151968439, 0.9432292978038318] Predicted: -0.3633252021059631 Movie Vector: [1.0012611741934627, 0.6366187068085738] User Vector: [-0.03673839213937431, -0.365023027835705] Predicted: -0.2691652135875664 Movie Vector: [0.1785755157470703, 0.1807880401611328] User Vector: [0.6062591264865163, -0.24538163036151278] Predicted: 0.06390097214409657 Movie Vector: [0.005769427371124729, 0.14172118788376936] User Vector: [-0.4319197054533416, -0.14608726778139783] Predicted: -0.02319559049544465 Movie Vector: [0.0186256715596365, -0.5638529157759243] User Vector: [1.178788702180394, -0.7162406144973896] Predicted: 0.4258100900865151 Movie Vector: [0.9946528780076442, -0.9838507093514968] User Vector: [0.2512369108793876, 0.9625201376849122] Predicted: -0.6970826037584683 Movie Vector: [1.5131540846278402, 1.2932412376227505] User Vector: [1.0272056666547698, -0.13679745781554403] Predicted: 1.3774083366025083 Movie Vector: [2.1233050749298394, -0.40903512531844705] User Vector: [-1.1592723896416555, -0.7315864968400095] Predicted: -2.1622443737359323 Movie Vector: [-0.7186920000671967, 0.5461299142455482] User Vector: [0.9806857231196552, -1.1782783977222095] Predicted: -1.3483040640916224 Movie Vector: [0.8619022369384766, -1.6839885711669922] User Vector: [-1.234223881894247, -0.15254439163841568] Predicted: -0.806897312572828 Movie Vector: [0.35040855407714844, 1.9505023956298828] User Vector: [1.3767297510859737, -0.7465158537110113] Predicted: -0.9736630796059861 Movie Vector: [0.16130436728334907, -0.7960394405653228] User Vector: [0.6412960876059492, -0.16867848332402635] Predicted: 0.2377185851532299 Movie Vector: [-1.252545867452011, 0.7340099161118749] User Vector: [0.7842910787967035, -0.19250375425558233] Predicted: -1.1236602141386514 Movie Vector: [-0.08724477019840454, -1.2655460260411366] User Vector: [-0.7262763389160605, -0.4847871936339818] Predicted: 0.6768843186683909 Movie Vector: [0.055179469216955976, -0.7237151905334743] User Vector: [0.5778029965913525, 1.8254964717076245] Predicted: -1.2892566641761911 Movie Vector: [-0.3241533693997275, -1.1855839052683372] User Vector: [0.13440905276100776, 0.07721869838140541] Predicted: -0.13511839331707087 Movie Vector: [0.6498817535631777, -0.4681605042140438] User Vector: [-0.5104387200737336, 0.8286263969437297] Predicted: -0.7196549622863049 Movie Vector: [0.21123951036801866, -0.7153319572437443] User Vector: [-0.6242271143098503, 0.16316569731538952] Predicted: -0.24857906760091192 Movie Vector: [1.1142745687200821, 0.5763737296956808] User Vector: [1.4582661389068983, 0.040322740513150795] Predicted: 1.6481498413506994 Movie Vector: [-0.2192461618996217, -0.90120188546334] User Vector: [-0.41640386756830666, 0.4668073132190495] Predicted: -0.32939268105657377 Movie Vector: [-0.05638608710975179, 0.4047844888065963] User Vector: [-0.07226021343108319, -0.37226886089729583] Predicted: -0.14661418986783148 Movie Vector: [0.6380998501082159, 0.6691540111521552] User Vector: [-0.4692032402619055, 1.1251194097226582] Predicted: 0.4534796487596508 Movie Vector: [-0.8911075500964702, -0.6014263029953093] User Vector: [0.4511647182835671, 0.9614361722219573] Predicted: -0.980269289425047 Movie Vector: [-0.05320039254358276, -0.9462715316685796] User Vector: [0.18877864628415794, -0.06165801094325531] Predicted: 0.04830212236874889 Movie Vector: [0.5753228448406812, 0.951616409723291] User Vector: [0.9049089640641997, -0.2879709782764488] Predicted: 0.24657689107531106 Movie Vector: [-0.22493200136485664, -0.9198544133240587] User Vector: [-0.1416770887346953, -0.07236473851957581] Predicted: 0.09843273521291472 Movie Vector: [-0.4062007453306804, -0.2879751587974042] User Vector: [0.6435582473722875, 0.9829074747676213] Predicted: -0.5444667758756909 Movie Vector: [0.13748716162645405, 0.18582841821207308] User Vector: [0.9125792983541262, -0.8170153496033163] Predicted: -0.026356732581998388 Movie Vector: [0.13085411272632166, 0.17760258313183855] User Vector: [0.22584803287073557, 0.18702254856585804] Predicted: 0.06276883168148134 Movie Vector: [1.801837685698488, -0.6119047901508559] User Vector: [-0.8715562322499393, -1.1178430241316144] Predicted: -0.8863893633704707 Movie Vector: [1.9003485586927293, 0.015135819381270559] User Vector: [0.18134633236627606, 0.35262941307483775] Predicted: 0.3499585764412896 Movie Vector: [0.6579110570236326, -0.4140179481684664] User Vector: [-0.43938583578784923, 0.3723409247921785] Predicted: -0.44323262536600316 Movie Vector: [0.8057434508272799, 0.09124838541770589] User Vector: [-0.8193740222241628, 0.3259337728681524] Predicted: -0.6304643216578051 Movie Vector: [0.25405794127216386, -1.7971275141976337] User Vector: [0.649109440564207, -0.4886139498742066] Predicted: 1.0430129812697886 Movie Vector: [0.5632181022876616, 0.8487156609392174] User Vector: [0.4025892791400594, 0.45438979549510117] Predicted: 0.6123933054062825 Movie Vector: [1.0477565015657557, -0.7804040625995814] User Vector: [-1.3286748015882366, 0.0003446261262308181] Predicted: -1.392396609459654 Movie Vector: [0.5246019838255797, -0.5787716425585776] User Vector: [-0.6223734587503924, 1.0166510690348738] Predicted: -0.9149071602750911 Movie Vector: [-0.5208707858866399, -0.31834536796766827] User Vector: [0.3098675715476946, 0.3724110042901003] Predicted: -0.2799562837087732 Movie Vector: [-0.5341752430364515, -0.08130186764219893] User Vector: [0.9179276776055242, -0.1200749810258047] Predicted: -0.48057192006031685 Movie Vector: [0.674904567411618, 0.09039420619444591] User Vector: [0.5159676390683149, -0.848463945366285] Predicted: 0.2715326914178018 Movie Vector: [0.4850949462403759, -0.1120763986276932] User Vector: [-0.4390870474270341, 1.000794032327002] Predicted: -0.32516429857776 Movie Vector: [0.21198401211651388, -0.011490320419006092] User Vector: [-0.4311348106208785, -0.12680697861834836] Predicted: -0.08993663410281635 Movie Vector: [0.3798754661386896, 0.12774627067529104] User Vector: [-0.5492792766421075, 0.19890120498519936] Predicted: -0.183248834085062 Movie Vector: [-0.6377868068912553, -1.0992871406154165] User Vector: [-0.6855730090713706, -0.9663988848479633] Predicted: 1.4995992871649038 Movie Vector: [-0.05364919963714414, 1.2296976346279347] User Vector: [1.1779366307651038, 1.047547664777096] Predicted: 1.2249715280725897 Movie Vector: [-1.4420007000520962, -1.238736679416217] User Vector: [-1.2699182173096135, -0.3799305711411308] Predicted: 2.301856892473444 Movie Vector: [0.04451388591898156, -0.04778910119517707] User Vector: [0.03445866388895569, 0.28124438140285735] Predicted: -0.011906527170162624 Movie Vector: [0.7109210413972588, -0.6622114010611355] User Vector: [-0.4839459945112383, 1.035689410193625] Predicted: -1.0298927257864632 Movie Vector: [-0.7194938246583755, 0.6892630333300781] User Vector: [-0.5535609851977459, 0.9407331168072559] Predicted: 1.0466962720662125 Movie Vector: [-1.8385842069263678, -0.11074140699591127] User Vector: [-0.5582393064628819, -1.0046218501728537] Predicted: 1.1376232097351606 Movie Vector: [-0.3360349241026981, 0.5320937487630766] User Vector: [0.6211860389096984, 0.06357002837120172] Predicted: -0.17491498873366831 Movie Vector: [-0.3374421201931441, 0.5875520341256235] User Vector: [0.24232721609730765, 1.605339413521187] Predicted: 0.8614490282960312 Movie Vector: [-0.12300701760234306, 0.6024921986005567] User Vector: [0.8677475556056999, 0.1405690956568364] Predicted: -0.02204725534920117 Movie Vector: [0.07885161506211794, -0.3317075864240433] User Vector: [0.26348404339998166, -0.295813450078175] Predicted: 0.11889970792238638 Movie Vector: [-1.33799965452981, 0.3031547177353314] User Vector: [0.49951644648379107, 0.08085556413731565] Predicted: -0.6438410871038919 Movie Vector: [-0.06253175250047185, -0.6410453371133769] User Vector: [0.20956783223897474, -0.5167941837910963] Predicted: 0.3181838579489678 Movie Vector: [-0.16301929586330666, 0.4757167989963266] User Vector: [0.8661292087087903, -0.5800860934257238] Predicted: -0.41715247323711935 Movie Vector: [-0.36468924155785354, -0.13684314020387117] User Vector: [-1.2188412325921412, -0.04792765406733815] Predicted: 0.4510568553786467 Movie Vector: [-0.743013052764294, -0.04608423491140501] User Vector: [-1.3831999277640554, -0.6967743261285988] Predicted: 1.059845912636868 Movie Vector: [-1.016057164588037, -0.09091006014028073] User Vector: [1.1218133253524263, 1.4835227091586376] Predicted: -1.2746936052637472 Movie Vector: [-0.7284595160518248, 0.32877849950397253] User Vector: [0.6627588689630968, -0.33112735180889763] Predicted: -0.5916605588163657 Movie Vector: [-1.116697765496122, -0.24646760168146292] User Vector: [-1.005033707461903, -0.5582554978309409] Predicted: 1.2599107890468733 Movie Vector: [-0.4551799693354459, 1.676692878574935] User Vector: [0.2490321629715288, 0.21848935773048303] Predicted: 0.2529850978461921 Movie Vector: [0.40082981603712564, -0.33883227527007176] User Vector: [-0.6624336289491617, 0.054190780020687265] Predicted: -0.28388473492156746 Movie Vector: [0.44031598103738095, -1.2919855937380327] User Vector: [-1.0735520226208435, 0.5382367172024388] Predicted: -1.1680961966813639 Movie Vector: [-0.5169214684115528, 0.34601066660329416] User Vector: [0.4034181704344349, -0.6051928877181729] Predicted: -0.4179387075478077 Movie Vector: [-0.5593411622133909, -0.14449730357417404] User Vector: [-0.6837897357892072, -0.2266339136813775] Predicted: 0.41521973495134384 Movie Vector: [0.4098103098882951, -0.006405364315353157] User Vector: [-0.2347673167398387, -0.10294552738669686] Predicted: -0.09555066321724887 Movie Vector: [1.0032057716181244, -0.5755585108084497] User Vector: [0.16030928547045506, -0.4801370993852565] Predicted: 0.43717019433400484 Movie Vector: [0.2321097481802326, 0.6686584130547127] User Vector: [-0.7976784031630291, -1.8441455303088536] Predicted: -1.4182523570252403 Movie Vector: [1.259323566708556, 0.014873021945286974] User Vector: [-0.932511325300758, -1.222704395790393] Predicted: -1.1925187974850626 Movie Vector: [1.3421766340232637, -0.3536400149762761] User Vector: [-0.06352831888003416, -0.9089287516149589] Predicted: 0.23616735213392126 Movie Vector: [0.5638446715503206, -0.28786388389224177] User Vector: [-0.7135485570986745, 0.19298692922851568] Predicted: -0.457884518800665 Movie Vector: [-0.2193319733940693, 0.5440367246557285] User Vector: [-0.2131951655468653, 0.502009088730734] Predicted: 0.31987189675794475 Movie Vector: [0.6592219431211657, 1.0899514305332063] User Vector: [0.28072979703603984, 0.17971580959852101] Predicted: 0.3809447460554499 Movie Vector: [-0.07904366980345336, 0.6423141497855513] User Vector: [0.03110073653961498, 0.5655048912148032] Predicted: 0.3607734770505255 Movie Vector: [-0.4008524059998023, -0.20759433046629305] User Vector: [-1.027256033453587, 1.813623845788558] Predicted: 0.03528002460350449 Movie Vector: [0.25761264295327774, -0.7824972308340814] User Vector: [0.6261359721243455, -0.6522468963417346] Predicted: 0.671681932834604 Movie Vector: [-0.40043229221438775, -0.49957377156151794] User Vector: [0.8102242008602007, -0.13646752996007908] Predicted: -0.25626433532017956 Movie Vector: [0.1489178308847174, 0.038240186812629084] User Vector: [0.43490779211358954, -0.38076114177184495] Predicted: 0.05020514784407206 Movie Vector: [-0.34909739907480436, -0.10551207411506876] User Vector: [0.43066683771543146, -0.40818577915212717] Predicted: -0.10727614473161165 Movie Vector: [-0.03367854013050578, 0.3404432441295951] User Vector: [-0.23723139546727373, -1.4739071347750425] Predicted: -0.4937921194361113 Movie Vector: [-0.032482418044001385, 1.2041315676732538] User Vector: [0.18665345976301076, 0.775908515587712] Predicted: 0.9282329815362776 Movie Vector: [0.07181080306865267, -0.8937855735511142] User Vector: [0.8148730550624501, -0.22154443659411796] Predicted: 0.25652990981137314 Movie Vector: [-1.201479795474956, -0.23281235568554307] User Vector: [-0.6153235339784103, -0.44122474678454904] Predicted: 0.8420213664409757 Movie Vector: [-0.6113260177055535, 0.7135204628595042] User Vector: [0.057107959209536346, -0.5440589647564384] Predicted: -0.42310878563873366 Movie Vector: [-0.28515378870620733, -0.3641711717145145] User Vector: [1.2488596317844722, 0.702813330372295] Predicted: -0.6120614095838401 Movie Vector: [-0.1843040540195995, -0.11590190691583863] User Vector: [0.07772106973972992, 0.5204450355888491] Predicted: -0.07464488030540135 Movie Vector: [0.14779087925398854, 1.5165887355939667] User Vector: [-0.35858718578351334, 0.25670785816486763] Predicted: 0.33632433055513317 Movie Vector: [-0.6328545657957187, -0.423589539971677] User Vector: [0.7812138830549473, -0.6220277665578718] Predicted: -0.2309103172684675 Movie Vector: [-0.6840753473092587, -1.1645364915223182] User Vector: [0.34173011779785156, 0.44508934020996094] Predicted: -0.7520919276806906 Movie Vector: [1.334275460142953, -0.4666857280996673] User Vector: [-0.7432489544532108, -0.7309867778121221] Predicted: -0.6505577440693466 Movie Vector: [-0.2888783634725971, -0.16258764115308283] User Vector: [-0.8018496279101532, -0.1484475717465229] Predicted: 0.25577274878696615 Movie Vector: [-1.1218360621699108, 0.7645429633273323] User Vector: [-0.5704777758146444, -0.8450123448244383] Predicted: -0.006065700584903633 Movie Vector: [0.09068653363903842, 1.3640097390884907] User Vector: [-0.719465355725655, -0.42483588657091587] Predicted: -0.64472610598116 Movie Vector: [1.1312769777756473, 1.5475513087168211] User Vector: [0.8269700267672468, -0.3721081168674987] Predicted: 0.3596757493498478 Movie Vector: [-0.6388762418663759, -0.17085825261052046] User Vector: [0.5160370517192482, 0.7782475795154826] Predicted: -0.46265383380058045 Movie Vector: [-0.11702279468596667, 0.159108679416167] User Vector: [-0.9210413632035812, -0.49587294723286834] Predicted: 0.028885144551031194 Movie Vector: [0.38859371850625724, -0.24046536709071797] User Vector: [0.128477572428137, -0.7880849713405974] Predicted: 0.23943271954660145 Movie Vector: [1.0095171824485187, 0.2097408152813836] User Vector: [-1.4322731837690625, -0.5296229507031472] Predicted: -1.5569879384473237 Movie Vector: [1.5881571754367314, 1.2832527489646042] User Vector: [0.5557662856728697, -0.8186580144976787] Predicted: -0.16790093310886278 Movie Vector: [0.3302083842074838, 0.01732451174690272] User Vector: [-0.3942719138072352, -1.279928967297889] Predicted: -0.15236603602583282 Movie Vector: [1.3135445343381102, 0.32577027818491017] User Vector: [0.37455717035590613, 0.3610463875402088] Predicted: 0.6096157060247797 Movie Vector: [-1.135924455490462, 1.131187400279806] User Vector: [-0.7860646725027354, -0.47430948680430607] Predicted: 0.35637716978674616 Movie Vector: [1.0056567426135006, -0.14089843200605534] User Vector: [0.5542799266808518, 0.8104082211738449] Predicted: 0.44323009791370405 Movie Vector: [1.5634271903592503, 0.14251477619267566] User Vector: [-0.6405534781069429, 1.3056521852871268] Predicted: -0.8153839955799104 Movie Vector: [-0.329038779324584, -1.8212761996475058] User Vector: [-1.309518929911189, 0.10529439017544842] Predicted: 0.23911234341747065 Movie Vector: [0.5076211219278497, -0.06299013604435609] User Vector: [0.5014785572355734, 0.8793694340473098] Predicted: 0.19916950756279272 Movie Vector: [0.7158088594136462, 0.10113397235882303] User Vector: [1.052820675409036, -1.4103583433740696] Predicted: 0.610983225116818 Movie Vector: [-0.3756879205995078, -0.7414992989062046] User Vector: [0.7661948664280287, -0.9028838103286922] Predicted: 0.38163755621012424 Movie Vector: [0.9950022477955405, -0.34098003703104535] User Vector: [0.02239269033417185, -0.14835076429480198] Predicted: 0.07286542631951592 Movie Vector: [0.1179977451450581, -0.2851398795501925] User Vector: [0.7884992603946421, 0.4949159908302032] Predicted: -0.04807915123767452 Movie Vector: [-0.21778504572648194, -0.3800839547217971] User Vector: [1.0020833168054786, -0.12723912223751824] Predicted: -0.16987721219685975 Movie Vector: [1.0882014324822495, -0.3453696449903571] User Vector: [0.8402759965700416, 0.9635390066708833] Predicted: 0.5816124184796847 Movie Vector: [1.1452857590518863, -0.6525574630177037] User Vector: [0.08148690630318112, -0.5000670212752086] Predicted: 0.4196482600803989 Movie Vector: [0.17454273350999328, 0.44817173899278473] User Vector: [-0.8437760971782263, 0.03931881803069022] Predicted: -0.12965340341992604
avg loss: 14.902602032666602: 13%|█████▉ | 9075/70000 [00:15<01:43, 587.95it/s]
Movie Vector: [-0.9531787183002386, -0.8848547140942938] User Vector: [0.758118213509694, 0.7141764716065172] Predicted: -1.3545645646694933 Movie Vector: [-0.7432408534456225, 0.7296192307560189] User Vector: [-1.4611572810472806, -1.063837011553108] Predicted: 0.3097958425647057 Movie Vector: [0.19562044369566822, -1.4201156217032636] User Vector: [-1.1875583096080902, 0.24924432951043446] Predicted: -0.586266449398736 Movie Vector: [0.8731314327289836, -0.738242036720101] User Vector: [1.885880286068017, 1.867963628307761] Predicted: 0.2676120826489221 Movie Vector: [-1.1138636129730588, 0.4744788799037689] User Vector: [-0.09386141552615863, 0.5881935590546068] Predicted: 0.3836342364835738 Movie Vector: [0.36521468458605016, 0.22678810456303478] User Vector: [-0.6951510037994337, 0.8526614524645816] Predicted: -0.06050587995387971 Movie Vector: [-0.24255463238047092, 0.5131338223191948] User Vector: [0.7753743326011027, -1.0222634537864934] Predicted: -0.7126285896599984 Movie Vector: [-0.5790199671331588, 0.1695389447274325] User Vector: [-0.3333346305422, 0.013069234519645131] Predicted: 0.19522315104974428 Movie Vector: [0.5796046319583023, -0.381182079229608] User Vector: [-0.0519357548149702, 0.0818953082316545] Predicted: -0.061319227925899125 Movie Vector: [0.38729666153848485, 0.10112214054500439] User Vector: [-0.4016586050444066, 0.7502635975246496] Predicted: -0.07969277585721528 Movie Vector: [-0.22978253515023178, 0.5330207239160515] User Vector: [-0.8505228087461497, -0.17584200019873475] Predicted: 0.10170785695600995 Movie Vector: [0.9994668407228866, -0.3258498760161962] User Vector: [0.01795976551126338, 0.11399114615125056] Predicted: -0.019193810744662823 Movie Vector: [-1.014927583952591, 0.5403445923071414] User Vector: [0.18285095843813048, -0.1923255821395069] Predicted: -0.28950256974243294 Movie Vector: [-0.6095900422509744, -1.7987179353352902] User Vector: [-1.2770829948606168, -0.06978183766151258] Predicted: 0.9040149197575026 Movie Vector: [1.1418340992185545, -0.28386941572859903] User Vector: [-0.7185801053135988, 0.04973942859510942] Predicted: -0.8346187698010953 Movie Vector: [-0.9531156143294635, 0.7680200837232424] User Vector: [-0.4777691646051088, 0.22294895468895004] Predicted: 0.6265985256764897 Movie Vector: [1.162081500239876, -0.7556291913115478] User Vector: [0.40990826920183676, 0.968502024832743] Predicted: -0.2554815853731607 Movie Vector: [0.18357724449372476, -0.7881055762272635] User Vector: [-2.0292016786107197, 0.5696429229063604] Predicted: -0.8214540166822966 Movie Vector: [0.33239043023332543, 0.5257375081572785] User Vector: [-1.0266665624006537, -0.19558148226846822] Predicted: -0.444078661512054 Movie Vector: [0.05301797103806955, -0.06406768163324306] User Vector: [-0.3538730617880569, -1.2847966411419434] Predicted: 0.06355231042710986 Movie Vector: [0.3316323318442583, 0.2050983027028433] User Vector: [-1.1523684411141575, 1.8143999531453907] Predicted: -0.010032282456182873 Movie Vector: [1.0022133343383515, -0.03787242246317884] User Vector: [-1.9596766701778998, 0.08733610700787692] Predicted: -1.9673217197849624 Movie Vector: [0.8568668152624569, 0.6507754679908881] User Vector: [-0.5795648347963727, 0.3049758546447965] Predicted: -0.2981390696976913 Movie Vector: [1.0968897948831868, 0.6363105995664157] User Vector: [-0.8844737987228752, -1.61363994986749] Predicted: -1.9969464876451912 Movie Vector: [0.3953891514243407, 0.3035585458969946] User Vector: [-0.4324603301544406, 0.03811554700160136] Predicted: -0.15941982294057983 Movie Vector: [0.11336227851387971, 0.6059920346945727] User Vector: [1.014773593677543, 1.0842859326276117] Predicted: 0.7721056852587131 Movie Vector: [-0.2450445393536566, 0.6045819146612864] User Vector: [-0.4039759304217504, -0.8496533372853319] Predicted: -0.41469294567415504 Movie Vector: [0.20908118397036374, -0.9311060972928139] User Vector: [0.43913364052621856, 0.009763475147906875] Predicted: 0.08272375024145492 Movie Vector: [-0.7744697554946267, 0.173426993385591] User Vector: [-0.3461882302271351, -0.05651646380740359] Predicted: 0.25831083362422325 Movie Vector: [0.30283380271389326, 0.037796631804656394] User Vector: [-0.9367010074567304, 0.8896049375447155] Predicted: -0.25004065781807455 Movie Vector: [0.8310575215275094, -2.455892622244783] User Vector: [-0.7207553938149098, -0.5172649738102407] Predicted: 0.6713580417148082 Movie Vector: [-0.9508575519949949, -0.13063390941601] User Vector: [1.7933890237023928, 0.0023309349400475188] Predicted: -1.7055619959961639 Movie Vector: [0.6241030523955194, -0.6074339387821137] User Vector: [-0.19075824920415263, -0.6546794387703107] Predicted: 0.2786217045339766 Movie Vector: [0.27132863245270006, -0.34992295947547253] User Vector: [0.38185344680044686, -0.422939260941678] Predicted: 0.2516039313847962 Movie Vector: [0.12368802124793174, 0.20793520373289018] User Vector: [-0.4808510287440128, -0.9301947794485619] Predicted: -0.2528957532362869 Movie Vector: [0.28649053409301506, -0.9293850169737737] User Vector: [-1.4153138643361765, -0.48251672963260295] Predicted: 0.04296979405680623 Movie Vector: [-0.18879353904805402, 1.1909725779968328] User Vector: [-0.10857020650868725, 0.22919613851415868] Predicted: 0.2934636694750799 Movie Vector: [-0.6109812790030485, 0.22967067667050955] User Vector: [-1.152392542069823, 0.5034941859072668] Predicted: 0.8197281196443841 Movie Vector: [1.2497509365304689, -0.3114918362577941] User Vector: [-0.7727144794798595, -0.7071859244340257] Predicted: -0.7454180022229879 Movie Vector: [-0.289338701826811, -0.35899800726898223] User Vector: [1.9585272820651853, -1.056004923078964] Predicted: -0.18757407823355016 Movie Vector: [-1.2327448620481836, -1.0627047624742498] User Vector: [0.9050664915079801, -0.6934858570326744] Predicted: -0.3787453442412787 Movie Vector: [-1.9244005544918856, -0.7992685064863814] User Vector: [0.29723484243370313, -0.5686442830650805] Predicted: -0.1174994287462805 Movie Vector: [0.4429647455181285, -0.445416685930179] User Vector: [-1.1427270249228154, -0.5886459425607] Predicted: -0.2439950608699894 Movie Vector: [-1.239784421805476, -1.2690327893571929] User Vector: [1.7412221854493157, -0.1232468778958394] Predicted: -2.002335811186425 Movie Vector: [0.5677757774075188, -0.3625296558092674] User Vector: [1.0787061709791719, -0.14555368770375304] Predicted: 0.6652307631269985 Movie Vector: [0.06239089789918295, 1.248875462565147] User Vector: [-0.03218962113014867, -0.796499459899439] Predicted: -0.9967369707801462 Movie Vector: [-0.8223616182342293, 0.030201212696458903] User Vector: [-0.9230899796168381, 0.9183696609145524] Predicted: 0.78684964687676 Movie Vector: [-0.13487689696771193, -0.3651602347342571] User Vector: [-0.7662357782268855, 0.8194664940863486] Predicted: -0.1958890732245476 Movie Vector: [0.754117187377229, -0.49474116785893824] User Vector: [0.1923657567673543, 0.6472975270920699] Predicted: -0.175178411064644 Movie Vector: [-0.6263762205696976, -1.089385766099885] User Vector: [0.8632910287440331, -0.10059568125647006] Predicted: -0.4311574685444941 Movie Vector: [1.9382956167808427, 0.08892418138961417] User Vector: [-1.3637721243533578, 0.6014805045385231] Predicted: -2.5899073694341115 Movie Vector: [0.5822238876381878, 0.488728142364555] User Vector: [0.12751791029984155, -0.11774344605313938] Predicted: 0.01669943781311945 Movie Vector: [0.7370565173811794, -0.030917084250208393] User Vector: [0.37516281293811643, 0.7178132081921059] Predicted: 0.25432350492150724 Movie Vector: [-0.07674951795359833, 0.6840287275297147] User Vector: [-0.9452363782170711, -0.06678444653126803] Predicted: 0.02686395640080582 Movie Vector: [0.18361298538470572, -0.4656398499458854] User Vector: [-0.36736379357333715, 1.6854415357398704] Predicted: -0.8522615066547272 Movie Vector: [-0.9846781716931648, -1.0076786595777545] User Vector: [-0.6859530333587549, -0.14250262942874553] Predicted: 0.8190398373641431 Movie Vector: [-0.3107262415234379, 0.1772332031808505] User Vector: [0.5472239629857807, -1.5734601796223664] Predicted: -0.44890623300212096 Movie Vector: [-0.4342471976872494, -0.20720791033738845] User Vector: [-1.2838745438059236, -0.6487237546506884] Predicted: 0.6919396164171119 Movie Vector: [0.4978991951135206, -0.19425278743514796] User Vector: [0.8317418109753972, 0.054649160662365984] Predicted: 0.4035078264372564 Movie Vector: [-0.3995800018310547, -0.5963420867919922] User Vector: [0.3958086688822429, 0.319486684681751] Predicted: -0.34868058488208453 Movie Vector: [0.632510076225427, -0.1854082498975192] User Vector: [0.23865954371872686, -0.5339535664342671] Predicted: 0.24995396246857376 Movie Vector: [-0.817181078909951, 0.16645421744117278] User Vector: [-1.6608227651439278, -0.7842641385708767] Predicted: 1.226648865645532 Movie Vector: [-0.8140300452147146, 1.1024392911253271] User Vector: [0.21361067220179386, -0.10414842312537521] Predicted: -0.28870281891293115 Movie Vector: [-0.395057768908988, -1.292726173063122] User Vector: [1.0153403649563388, 1.394418506779721] Predicted: -2.2037193991806308 Movie Vector: [0.7281656246143062, 0.9029769481179797] User Vector: [0.33718848856091344, -0.042256905132314795] Predicted: 0.20737205515242277 Movie Vector: [0.6276533620792093, -0.1796175370798752] User Vector: [-0.48160500240097537, 1.6961040502692284] Predicted: -0.6069310310916975 Movie Vector: [0.020870958112286408, 0.09908389511040172] User Vector: [1.832264316469602, -0.4961634436526601] Predicted: -0.01092069480882174 Movie Vector: [-0.31343615123492574, -0.639019324065605] User Vector: [-0.7950617407012904, -1.0188861136626401] Predicted: 0.9002890076520845 Movie Vector: [0.19296698215766583, 1.3799987451489586] User Vector: [-0.9695212965612792, 1.5749848938699054] Predicted: 1.9863915784340178 Movie Vector: [0.6163959422243178, 0.5833997331899765] User Vector: [0.47103364604703346, -1.5300024598745483] Predicted: -0.6022597987963023 Movie Vector: [1.009059294691512, 1.5118768404479426] User Vector: [0.8272857944614489, 0.475920482278947] Predicted: 1.5543135753199322 Movie Vector: [0.1254793912117056, -0.6651052647027977] User Vector: [-0.22500377352558265, 0.6440570224147397] Predicted: -0.4565990528991778 Movie Vector: [-0.2236841642306742, -0.3071971033441063] User Vector: [0.4993977002095758, 0.7126019653823494] Predicted: -0.33061661679287463 Movie Vector: [-1.383199402484695, 0.15187871559865287] User Vector: [-0.9711502320086645, 0.23776695471002995] Predicted: 1.3794061603304202 Movie Vector: [-1.9655066234898024, -0.2675687885098394] User Vector: [0.02783015230536512, -0.8354310117446483] Predicted: 0.16883491500713982 Movie Vector: [0.9303616346320407, 0.8761968183549167] User Vector: [0.19276478581984155, 0.42575487230060605] Predicted: 0.5523860257437379 Movie Vector: [0.4822470365411982, -0.07030170948526465] User Vector: [1.3320942664211248, -0.6014906503725221] Predicted: 0.6846843333357008 Movie Vector: [0.43990768308440664, 0.9317512880771011] User Vector: [-0.19062523461142636, -0.41609068983764624] Predicted: -0.47155054150845044 Movie Vector: [0.7840578469258978, 0.47404835396392103] User Vector: [0.9070947048490272, -0.049540582821536304] Predicted: 0.6877300895008484 Movie Vector: [-0.6670403951606585, 1.7172011447663054] User Vector: [0.4759382088564512, 0.6803838250665509] Predicted: 0.8508858723770957 Movie Vector: [0.3721961531614052, 0.8631273657571678] User Vector: [0.5321497817197366, 0.8897456365565116] Predicted: 0.9660279091367237 Movie Vector: [0.25653612553414074, -0.2218384990080991] User Vector: [1.7210203454832282, 1.0159022415342833] Predicted: 0.21613766299476692 Movie Vector: [-0.9812806967517018, 0.9108037841706503] User Vector: [0.22639452970767204, -0.3313664587197594] Predicted: -0.5239664064015027 Movie Vector: [-0.43756963766156554, 0.7832011823377161] User Vector: [0.2056806086087752, -0.05213241366886667] Predicted: -0.13082975740652733 Movie Vector: [-0.7535340274072823, -0.45695540166303034] User Vector: [0.4759899345569512, -0.15436951589396605] Predicted: -0.28813462825217334 Movie Vector: [-1.0640978027841843, 0.22353148077719537] User Vector: [-1.1853704701093895, 0.9142963058777216] Predicted: 1.4657241198506237 Movie Vector: [-1.5937766186040538, 0.09803968905723565] User Vector: [0.5653477213680652, 0.6234828261037683] Predicted: -0.8399119172937618 Movie Vector: [0.624847628784592, -0.22726903776255122] User Vector: [-0.406415611492476, 0.034467585342158324] Predicted: -0.26178124609682457 Movie Vector: [-1.4457792989747822, -0.12083264669391092] User Vector: [-0.23416191582508977, 0.1405875857667866] Predicted: 0.3215588804276822 Movie Vector: [-0.7072890340108317, -1.8212121487673265] User Vector: [0.03397287087531084, 0.20469434909661946] Predicted: -0.3968204743827569 Movie Vector: [-0.04996731681236215, -0.05330721283986088] User Vector: [0.8836428906883469, 0.5964380681574366] Predicted: -0.07594771531308005 Movie Vector: [-0.5868883494247892, -0.8675756736636505] User Vector: [-0.42120453897449767, 0.4554144160140887] Predicted: -0.1479064321205888 Movie Vector: [0.2903564240995171, -0.27502057506505084] User Vector: [-1.348517761616722, -0.6795692872215334] Predicted: -0.20465525892950368 Movie Vector: [-0.3733396929589852, 0.7762748333426929] User Vector: [0.4276205698639267, -0.48196350399440063] Predicted: -0.5337838709964584 Movie Vector: [0.6903008269359379, -0.3333675887741041] User Vector: [0.15561632971684142, -0.24272065815152305] Predicted: 0.18833728164190802 Movie Vector: [0.09224910567963017, -0.03883953071957589] User Vector: [-2.6306235313894613, 0.8941707697147319] Predicted: -0.27740184122935047 Movie Vector: [0.5475879742488892, -1.5239883257719797] User Vector: [-0.1605461044393603, 0.3603543317603501] Predicted: -0.6370889108476363 Movie Vector: [-0.5497492201106581, -0.3940156261939878] User Vector: [0.017449157615216204, 1.2155946277555556] Predicted: -0.4885559392437058 Movie Vector: [0.21509865291854996, 0.7146973856130482] User Vector: [0.3500854770852486, -0.701156175324176] Predicted: -0.4258115708832478 Movie Vector: [1.0361216509822568, -0.6741437848630976] User Vector: [0.9675728050382109, 0.26986733351091485] Predicted: 0.8205937465777643 Movie Vector: [0.4419258427582968, -0.27369870910659155] User Vector: [0.3984015059814896, -0.2014204124090088] Predicted: 0.23119242815110744 Movie Vector: [0.3046042531032309, -0.05071619192077889] User Vector: [0.17504239487061052, -1.2803789543281452] Predicted: 0.11825460272999554 Movie Vector: [0.420903154349367, 0.9445646664297174] User Vector: [1.0853131718466946, -0.2009407801824225] Predicted: 0.2670101764820533 Movie Vector: [-0.3325126792855995, -0.1754312651986303] User Vector: [0.9489472227700546, 0.9497538046819797] Predicted: -0.48215349512647204 Movie Vector: [-0.6540479162533777, -0.1907865353347129] User Vector: [-0.38665874206623113, -0.07758200548212113] Predicted: 0.2676949465798233 Movie Vector: [-0.17355064300707912, -0.04389364202892583] User Vector: [-1.4480701192718717, -0.7007977993812853] Predicted: 0.2820740680596722 Movie Vector: [0.6670635610318294, 0.25985104805965525] User Vector: [0.1888322683093151, 0.3772311666109709] Predicted: 0.2239870393407568 Movie Vector: [0.26906836243740717, 0.606606083384067] User Vector: [-0.9366873305708746, -0.4746000899858775] Predicted: -0.5399282279126304 Movie Vector: [0.35597821584510125, -0.030010751081127128] User Vector: [0.7545040582672754, 1.3172207299109935] Predicted: 0.22905622506561357 Movie Vector: [0.5349929584374169, -0.6830495397560503] User Vector: [1.2995260972546832, 0.5821232915597752] Predicted: 0.29761826495573174 Movie Vector: [0.9554652443696242, 0.7553051878002338] User Vector: [-0.5043406714285895, 0.33251729905761657] Predicted: -0.23072794186051804 Movie Vector: [0.8795708603577135, -0.7055567268786345] User Vector: [0.35091733253872504, -0.3517038100712218] Predicted: 0.5568036491601164 Movie Vector: [-1.4990355783770415, 0.9680987345409684] User Vector: [-0.24726543331401674, -0.10996505155992209] Predicted: 0.26420265458163394 Movie Vector: [0.7390251990709633, 0.47857976522760715] User Vector: [0.4426529972773765, -1.0651463145020625] Predicted: -0.18262575369517636 Movie Vector: [-0.7896195060172264, 0.05179874096849058] User Vector: [0.19767277088129231, 0.6593458396958842] Predicted: -0.1219329913372834
avg loss: 14.87055422859843: 13%|██████▏ | 9235/70000 [00:15<01:31, 667.18it/s]
Movie Vector: [1.0622808018340346, -1.387634289698044] User Vector: [0.6621620793680922, -0.9028849659270964] Predicted: 1.956276202988518 Movie Vector: [-0.5352459791406636, -0.014571023113834874] User Vector: [0.38141182391214945, 0.9237286323894718] Predicted: -0.21760881639914287 Movie Vector: [0.7336851108745907, 0.46595987033139186] User Vector: [-0.530492738380009, -0.3840170121274686] Predicted: -0.5681511407524659 Movie Vector: [-0.565989410517083, -0.5881044561946135] User Vector: [1.9300445390876118, -1.0913449861467248] Predicted: -0.4505599213513748 Movie Vector: [1.014176177419218, 0.43452953097773606] User Vector: [-0.061594695177864, 0.1941938126840693] Predicted: 0.02191507383959892 Movie Vector: [-0.09653964370765561, -0.46295201209863723] User Vector: [0.7120548282073101, -0.9680587777639102] Predicted: 0.3794232395801001 Movie Vector: [-0.07846107687836472, -0.3198837982933186] User Vector: [-0.5295098817274894, 0.3429917223717862] Predicted: -0.06817157939738004 Movie Vector: [0.05515295975024406, 1.0697800391332795] User Vector: [0.8654797046004582, -0.7127240844058343] Predicted: -0.714724231594422 Movie Vector: [1.3448088461332415, -0.1423581601510347] User Vector: [-1.155988693076188, 0.02006324413326957] Predicted: -1.5574399870003355 Movie Vector: [-0.680989594223781, 0.30506159394209353] User Vector: [1.1383593148131446, -0.18364272665644663] Predicted: -0.8312331907851525 Movie Vector: [-0.19691346062123813, -0.010624851140991737] User Vector: [0.040491888748664676, 0.27476724764107663] Predicted: -0.010892759045196189 Movie Vector: [-0.7045232200691162, -0.4728502222318882] User Vector: [-1.225208567802699, 0.9396865719296774] Predicted: 0.41885688107935837 Movie Vector: [-0.4934824648785586, -0.9170354882446747] User Vector: [-0.4576553829843411, -0.2216941694485143] Predicted: 0.42914632738126934 Movie Vector: [0.23036482874150196, -0.4140262541073122] User Vector: [0.3175758866190636, 0.43943506362223955] Predicted: -0.10877933858149302 Movie Vector: [-0.7899960695041814, -0.3859568060936369] User Vector: [2.042186241149446, 0.7387659737093748] Predicted: -1.8984508593671066 Movie Vector: [0.0808740216149254, 0.47782326431806854] User Vector: [-0.5403428238050094, 0.29882609533329024] Predicted: 0.09908636312369892 Movie Vector: [0.7253431342836059, -0.7803204363656235] User Vector: [0.48008642854083217, 0.1302932820366709] Predicted: 0.24655688411046528 Movie Vector: [-0.4850710666007063, 0.049477002762250616] User Vector: [-0.18462585005323512, 0.17182291077984568] Predicted: 0.09805794063865719 Movie Vector: [0.8002922512424219, 0.09007423852998413] User Vector: [0.5972259618012821, -0.7916123417922466] Predicted: 0.40665143057249453 Movie Vector: [1.0060405731201172, 0.5614185333251953] User Vector: [-0.3492530680495438, -1.2903795082753178] Predicted: -1.075805727713338 Movie Vector: [0.485343724910082, 0.03637269648522961] User Vector: [-1.3327273933987478, 0.7452794675515375] Predicted: -0.6197230535319268 Movie Vector: [0.5229279507292878, 0.06711037235617809] User Vector: [1.1376910707966545, -0.04236934752376019] Predicted: 0.5920870375258958 Movie Vector: [-0.04667129716033508, -0.6801572131321848] User Vector: [-0.13779716642721182, -0.23759962647317615] Predicted: 0.16803627228542012 Movie Vector: [-1.0580921173095703, -1.013479232788086] User Vector: [-0.7186389395283319, -0.1320292140490838] Predicted: 0.8941950636667164 Movie Vector: [0.37956784678243655, -0.9095381719900633] User Vector: [0.24295651919648062, -0.28489993309045164] Predicted: 0.3513458471963446 Movie Vector: [0.44234578441877, 0.6184923874515825] User Vector: [-0.44740480636902535, 0.2937633601174917] Predicted: -0.01621722808116799 Movie Vector: [-2.589903826747741, -0.416560839507203] User Vector: [-1.3298777535039228, -0.5809675316396119] Predicted: 3.686263805612723 Movie Vector: [1.2221316972334204, -0.6137468684857652] User Vector: [0.07618314990887243, 0.09985932656339902] Predicted: 0.03181749333133482 Movie Vector: [0.3775508283860436, -0.5363436001895334] User Vector: [-1.2753364096716433, 0.9060425975473854] Predicted: -0.9674544666360527 Movie Vector: [-0.6275784314470196, -0.22542431412576264] User Vector: [-0.12409470016181796, -0.929935455346004] Predicted: 0.28750921948104363 Movie Vector: [0.2726045240491946, 0.42840766887857057] User Vector: [0.42032475951132914, 0.779959462331517] Predicted: 0.44872304608990654 Movie Vector: [-1.2604195727235423, 0.1711884604883157] User Vector: [1.0244236809347989, -0.7678936856038019] Predicted: -1.4226581960689313 Movie Vector: [-0.37193621535400995, 0.6941252743563305] User Vector: [-1.092524905067081, 1.8514102398165824] Predicted: 1.691460219029454 Movie Vector: [-0.08165281101197644, 0.1676463247049122] User Vector: [-0.35679931151205513, -0.5220292856601195] Predicted: -0.05838262437715261 Movie Vector: [0.18474563205371225, -1.2091731237874996] User Vector: [-0.9832253501443269, 0.06340912041780127] Predicted: -0.2583191929758567 Movie Vector: [0.23156823785308006, 1.2202401082115555] User Vector: [0.8043688252157223, 0.2873323343493542] Predicted: 0.5368807101982918 Movie Vector: [0.3987860815006251, 0.4183982790814768] User Vector: [0.0800746282596759, -0.004922480180896985] Predicted: 0.029873089994795397 Movie Vector: [0.543272253862826, 1.0854948324759222] User Vector: [0.3370185679370339, 0.0070455859538681165] Predicted: 0.19074078414146312 Movie Vector: [1.2747437013001333, -0.3404452540106292] User Vector: [-0.9928289571609176, 1.0531865684287447] Predicted: -1.6241548284185663 Movie Vector: [0.480897989590661, 1.082849881712399] User Vector: [0.358495082524968, 0.24704745022327074] Predicted: 0.4399148667160137 Movie Vector: [1.1193144165388462, 0.025279538573116878] User Vector: [-0.8787834886224236, 0.8968336125301422] Predicted: -0.9609634879297564 Movie Vector: [0.003969920185320497, -1.3798920757550865] User Vector: [-0.2792786466091635, -1.4165890183137897] Predicted: 1.9536312470363728 Movie Vector: [0.47543384361370555, -0.639978691273421] User Vector: [-0.1202058454233233, 0.24808363428313474] Predicted: -0.21591816670932013 Movie Vector: [0.652353282557482, -0.022280352921757215] User Vector: [-1.1739506276960936, 0.7620153269802642] Predicted: -0.7828085159548717 Movie Vector: [0.5183353873380504, 0.039296975856531524] User Vector: [-1.6394526595508285, -0.07511636961429054] Predicted: -0.8527381754738386 Movie Vector: [-0.6185007471795291, -2.0017746048126237] User Vector: [0.07673973723686012, -0.2514721373686422] Predicted: 0.4559269535831409 Movie Vector: [0.6096025756132064, -0.37308075088396236] User Vector: [0.587848620966994, -0.7876682104353047] Predicted: 0.6522178808087814 Movie Vector: [-0.18923930582799076, 0.6298638628358542] User Vector: [0.9596792483224914, 0.09721782705661144] Predicted: -0.12037503868369093 Movie Vector: [0.5635545896417066, -0.1827443390279221] User Vector: [0.4309954879511094, 0.43668875886281616] Predicted: 0.16308708675040556 Movie Vector: [-0.8525217762254951, 0.6119609968315387] User Vector: [-0.22160830296946638, -0.011454755824203432] Predicted: 0.18191604028120573 Movie Vector: [-0.5379010976999912, 0.034365577489620824] User Vector: [0.07457768907462195, -0.6285235478151127] Predicted: -0.06171499550365944 Movie Vector: [-0.621878982291198, -0.7324211917780773] User Vector: [-1.5845792529785163, -0.9426770352124808] Predicted: 1.6758531707941762 Movie Vector: [0.16446665754074433, 0.06826712376703878] User Vector: [-0.42331023114778704, 0.7610958788893187] Predicted: -0.017662592256956135 Movie Vector: [1.3645269889761573, -0.0969413252183428] User Vector: [0.10877504215871124, 0.0843832137714787] Predicted: 0.14024626018339098 Movie Vector: [0.20828630905898504, 0.19130700967596231] User Vector: [0.2117242668051143, -0.8395987914800404] Predicted: -0.11652186805454129 Movie Vector: [0.22524278327887826, 0.385743747482393] User Vector: [-0.4126872669405968, -0.3091993261984164] Predicted: -0.2122265354362614 Movie Vector: [0.11386794907453551, 0.0739580639434218] User Vector: [1.3422621228814042, 0.42662540387312875] Predicted: 0.18439302395247467 Movie Vector: [1.124896471150816, 0.5996529403880383] User Vector: [-0.26781327387987414, -1.0152142310972652] Predicted: -0.9100384055160738 Movie Vector: [-0.056736998429348484, -0.620385487469288] User Vector: [0.5749611044954677, 0.4107482770973014] Predicted: -0.28744383739687535 Movie Vector: [0.3492388468901124, 0.35305211752950777] User Vector: [-0.022102348302161408, -0.8043976648387121] Predicted: -0.2917132975417091 Movie Vector: [0.1841596857545587, 0.35496289454541124] User Vector: [-1.7225696893619094, 0.01110788987520267] Predicted: -0.3132850039408234 Movie Vector: [0.1631187497761962, 1.1289865269550685] User Vector: [0.5843914254169872, -0.15454366684685134] Predicted: -0.0791525190023797 Movie Vector: [-0.49747102563377316, -1.4233261125228602] User Vector: [-0.36705149662793646, 0.32682152766182554] Predicted: -0.2825761299677776 Movie Vector: [-0.414101421473964, 0.1332732156342308] User Vector: [-0.3902643041467694, -0.2707984612657535] Predicted: 0.12551882137603598 Movie Vector: [-0.14681407669233792, 0.07230956849965511] User Vector: [-0.2103151388025577, -1.0566721421937408] Predicted: -0.045530283729917215 Movie Vector: [-0.5462247517084721, -0.1484837243183654] User Vector: [0.4545917371494854, 0.2419647571621923] Predicted: -0.2842370870504319 Movie Vector: [-0.7240450864603348, 0.2790696163660366] User Vector: [0.6023773940701709, -0.675971052100753] Predicted: -0.6247913745555913 Movie Vector: [-1.6705732913609157, 1.547412290699655] User Vector: [-0.08327076407967005, -0.5626565085612144] Predicted: -0.7315516823670661 Movie Vector: [-0.6410849056288709, 0.17364372078515677] User Vector: [-0.4810981354725014, -0.24156476111068473] Predicted: 0.2664785488477775 Movie Vector: [-0.6780917702671598, -0.4957692817489028] User Vector: [0.1243419530002258, 0.09345477008278094] Predicted: -0.13064725926834825 Movie Vector: [-1.2648099988944401, 1.0534181809179954] User Vector: [-1.0303818793491328, 1.7202243268250594] Predicted: 3.1153528848153655 Movie Vector: [0.2225897531536876, -0.7551344321350071] User Vector: [-0.38858665942308906, 0.3580188670142483] Predicted: -0.3568477824362245 Movie Vector: [-1.352195779534864, 1.199308892593953] User Vector: [1.0212000841789526, 0.7192604448469372] Predicted: -0.5182469962914132 Movie Vector: [0.314588034789495, 0.12855468544068027] User Vector: [-0.3297198103996083, 0.06615033028729833] Predicted: -0.09522197228289692 Movie Vector: [-0.971404006298365, 0.49456579256420546] User Vector: [0.6621622425300777, 1.2582752957054015] Predicted: -0.020927136328725227 Movie Vector: [1.2575988258117046, -0.16763082491938183] User Vector: [0.2994417622867588, -0.6360793845588414] Predicted: 0.4832041205986267 Movie Vector: [-0.18381558430493078, -0.02660778132689437] User Vector: [-0.7460010904650813, 1.689256581279784] Predicted: 0.0921792566162448 Movie Vector: [-0.393273688711956, 1.255909108106682] User Vector: [0.052220941514739785, 0.5044089613766104] Predicted: 0.6129546865060035 Movie Vector: [1.0343480866706931, -0.8353216522917087] User Vector: [1.190540446411564, -1.648047341418215] Predicted: 2.6080828611382953 Movie Vector: [0.2717845923206189, 0.7667756425439929] User Vector: [0.34941294926568883, -0.037354963935615354] Predicted: 0.06632217949378119 Movie Vector: [-0.059690844764920314, 1.2752136540983794] User Vector: [-0.22893926149780036, -0.9675953113013556] Predicted: -1.2202251746943997 Movie Vector: [-0.028125603712525524, -0.9544613435703873] User Vector: [-0.04168069638341088, 0.12906392346687684] Predicted: -0.122014231049719 Movie Vector: [-0.17600670667774354, 1.2370470946304872] User Vector: [-0.09419185628499789, 0.21306635701695537] Predicted: 0.28015151633191254 Movie Vector: [0.02218142075749902, -0.17602504856220774] User Vector: [-0.1407979029043331, -0.10441427601403293] Predicted: 0.015256430479863404 Movie Vector: [0.9294359810048982, -0.20973346195346473] User Vector: [0.3394363732224311, 0.40014601315910897] Predicted: 0.23156036990799841 Movie Vector: [-0.03715480784486625, -0.05776156499208568] User Vector: [-0.04436642829347886, 0.037921798534932966] Predicted: -0.0005419963126850657 Movie Vector: [-0.4021753550892115, 0.974066130000462] User Vector: [0.22825022195686556, -1.2892379848331448] Predicted: -1.3475996686007095 Movie Vector: [-1.109739998181012, 0.36009910334976863] User Vector: [0.43357718594048567, -0.22320582811729409] Predicted: -0.5615341641044032 Movie Vector: [-0.20463440560337504, -1.171023591907858] User Vector: [1.2281737879488266, 0.6763953472141195] Predicted: -1.0434015221189947 Movie Vector: [-0.7705060368152089, -0.7127700328439712] User Vector: [2.455089946880604, 1.231952872042163] Predicted: -2.769760714063553 Movie Vector: [-0.5036660007061207, 0.3807620760471877] User Vector: [0.7604945136265624, 0.7815163431341093] Predicted: -0.08546344496068731 Movie Vector: [0.6153265255998259, 1.2661536205090698] User Vector: [0.8490683739307212, 0.4978586139462595] Predicted: 1.1528197790771681 Movie Vector: [0.22257143528798226, 0.5833315757073455] User Vector: [0.12952633205791428, 0.35066377333938537] Predicted: 0.23338211307926487 Movie Vector: [-0.5441943470987416, 0.7889164671704014] User Vector: [-1.4476317936955045, -0.09145617995079049] Predicted: 0.7156417524218271 Movie Vector: [-0.08165162602502077, 0.04238879211312152] User Vector: [-0.819810029104983, -0.01709253239902972] Predicted: 0.06621429010549221 Movie Vector: [-0.7313492171830721, 0.4082992798992485] User Vector: [-0.4181496936087372, 0.1806232682296225] Predicted: 0.3795618014372951 Movie Vector: [1.2096474024230268, 1.078444351319858] User Vector: [0.24134085482197143, 0.07218002417962946] Predicted: 0.36977947748860274 Movie Vector: [0.6727843686562931, -0.27551402041898604] User Vector: [0.6298533194047891, -0.22149510885808435] Predicted: 0.48478047578645334 Movie Vector: [-0.6605745845204094, -0.48260345535676824] User Vector: [-0.401666057242417, -0.0553829291169505] Predicted: 0.2920583818384799 Movie Vector: [-0.6419200343244355, -0.45793238664240016] User Vector: [-1.4790841161046804, -0.04585986824406619] Predicted: 0.9704544454947549 Movie Vector: [-0.1297124756992458, -0.10599185119277721] User Vector: [0.4270873861351269, 0.7905871696944167] Predicted: -0.13919435984067657 Movie Vector: [1.5709733156192, -0.9080074580733356] User Vector: [0.926363337470316, 1.4660351397855265] Predicted: 0.12412124301096705 Movie Vector: [0.8184020821107167, 0.12823574248669722] User Vector: [0.4059254735024225, 0.39860160039961756] Predicted: 0.38332522487979187 Movie Vector: [0.920753509426945, 0.40671736806920106] User Vector: [-0.6566855630353192, 0.634002704688167] Predicted: -0.3467856253552533 Movie Vector: [-0.8589108167648221, -0.8734330512685795] User Vector: [-0.1794697280069919, 0.8699292045188814] Predicted: -0.6056764288235289 Movie Vector: [0.13263487958772488, -0.034828783248004494] User Vector: [-0.6289039807841059, 0.9024771015835247] Predicted: -0.11484678312088065 Movie Vector: [-0.27799369654012873, 0.5921636723204436] User Vector: [-0.6614692867809812, 1.8876847203650629] Predicted: 1.3017026083745729 Movie Vector: [-0.8098737208079774, 0.7078814572247906] User Vector: [-0.8495623031706254, 0.19211822026880793] Predicted: 0.8240351092503064 Movie Vector: [-1.1445642399519298, 1.3455497280955935] User Vector: [-0.03706063658484758, -0.4341483473248061] Predicted: -0.5417499113511735 Movie Vector: [0.5544625539186495, 1.1335449649364473] User Vector: [0.6662650683480339, 0.6394011233823642] Predicted: 1.0942089553678214 Movie Vector: [-0.04323048127571891, 0.25034230786725653] User Vector: [-0.657695072729878, 1.8796451407614945] Predicted: 0.4989871770364883 Movie Vector: [0.23614740076886354, -0.42735354427599204] User Vector: [-0.08300304370770167, 0.45050319108791126] Predicted: -0.21212508844654152 Movie Vector: [1.4246241968537354, 0.42543952484982617] User Vector: [0.3875212325949075, -0.6360806502842098] Predicted: 0.281458275126207 Movie Vector: [-0.06497310070589005, -0.40043896409851226] User Vector: [-0.5750655974248511, 0.12228617663473725] Predicted: -0.0116043549212042 Movie Vector: [-0.3042219130823618, -0.4906540145679777] User Vector: [0.5756401771168889, 0.04041023694559431] Predicted: -0.19494980091656858 Movie Vector: [0.2051260823684548, -0.5139872161609498] User Vector: [-0.03824233609695301, 0.36950019474124574] Predicted: -0.1977628770501674 Movie Vector: [-0.5464278908748148, -0.942682935382294] User Vector: [-0.5671263943674623, -0.026375000894235112] Predicted: 0.3347569427973391 Movie Vector: [0.026248362658722102, -1.017803833608624] User Vector: [1.6922853792366803, -1.7978999846810677] Predicted: 1.8743292172095345 Movie Vector: [0.8834172651904064, -0.11148547962800412] User Vector: [0.838764852698703, 0.8398416412612281] Predicted: 0.6473492041213441 Movie Vector: [-1.0137770741333247, 0.3083486710119201] User Vector: [-1.0246673699692448, 0.6232844049374611] Predicted: 1.2309732062122316 Movie Vector: [0.038964578918174037, -0.8583652795426834] User Vector: [0.008763168122525644, -0.16557128881586827] Predicted: 0.1424620987645585 Movie Vector: [-0.4450889708724376, 0.13035863523414243] User Vector: [-0.6284179669601117, 0.8941008019082625] Predicted: 0.396255666490539 Movie Vector: [-1.5961896488841318, -1.2848664967500552] User Vector: [0.4457231026937251, -1.1601631193785293] Predicted: 0.7791961200662642 Movie Vector: [2.123684328461738, -0.25807753248830423] User Vector: [0.48720141548971996, -0.46102547569967894] Predicted: 1.1536423280627142 Movie Vector: [-0.7577259795181347, 0.18740531105667052] User Vector: [0.829826748311421, 0.7644877832101212] Predicted: -0.4855122148831028 Movie Vector: [-0.8176436571109439, 0.43385209149221643] User Vector: [-0.3699719232243639, -0.3778853359302073] Predicted: 0.138558852995979 Movie Vector: [1.8202300310176898, -0.10415077672134558] User Vector: [-1.2252570906857674, -0.48661256425846544] Predicted: -2.1795686756537136 Movie Vector: [1.0031498756403852, 0.4692929075323811] User Vector: [-0.40842147841411214, 0.12602364493965895] Predicted: -0.3505659525284178 Movie Vector: [0.7382556050084086, -0.01378106999047024] User Vector: [-1.716756820678711, -0.2538585662841797] Predicted: -1.2639069026328311 Movie Vector: [-0.32537218475287205, -0.7413822850087188] User Vector: [-0.4714794729692944, 0.21039633696136995] Predicted: -0.002577810867732816 Movie Vector: [-0.07843577577889596, 0.3662844784906121] User Vector: [-0.9555047823341228, 0.024732524379146914] Predicted: 0.08400489865679422 Movie Vector: [-0.42497791082452113, 0.9099966149331361] User Vector: [1.0292019680056352, -0.6389403622435844] Predicted: -1.0188216689653342 Movie Vector: [-0.4375197649843638, -0.5590833339988419] User Vector: [-0.2792703629979874, -1.4194682926787616] Predicted: 0.9157873691624634 Movie Vector: [0.010024306540639114, -0.011944525566266045] User Vector: [-1.0957299918055643, 0.25693795326866586] Predicted: -0.01405293527539261 Movie Vector: [-1.4551008772732157, 1.1394807773540439] User Vector: [-0.438461722836356, -0.3415437798634259] Predicted: 0.2488234657706922 Movie Vector: [-1.5912359882563736, 0.1483592244070026] User Vector: [-1.134266404502036, 0.25567751390139404] Predicted: 1.8428176407745225 Movie Vector: [1.3706897079787812, 0.3808541482619868] User Vector: [-1.5215401075260302, 0.919223146484371] Predicted: -1.7354694171458491 Movie Vector: [-0.2641633431961685, 0.5259126369922467] User Vector: [-1.8517745218681985, 0.9048366486483896] Predicted: 0.9650359764800913 Movie Vector: [-0.6253682509007212, -0.3037786912065974] User Vector: [1.074146650180949, -0.40877367385933816] Predicted: -0.5475604801898267 Movie Vector: [-0.31403432180983715, -0.17355666962189717] User Vector: [0.2632786793957965, -0.0860496596851633] Predicted: -0.06774404917399393
avg loss: 14.85481987786888: 13%|██████▏ | 9303/70000 [00:15<01:32, 653.36it/s]
Movie Vector: [-0.26901318112696165, 0.5665352991439102] User Vector: [0.9097331094811865, 0.9414949459739053] Predicted: 0.2886599231017495 Movie Vector: [1.3099907668438724, 1.6349141147309114] User Vector: [0.6143338070740613, 0.05269520374383191] Predicted: 0.8909237474064771 Movie Vector: [-0.43812707844743237, -0.09094676285836303] User Vector: [-1.1272245485474115, 0.0453411010644799] Predicted: 0.489743971843055 Movie Vector: [0.2547656951607994, -0.026757129914947192] User Vector: [-1.2887327836474476, 0.27007921947875624] Predicted: -0.3355514482653747 Movie Vector: [1.5283111523380168, -2.0416001865242315] User Vector: [0.18171222942495602, -0.18734785616926122] Predicted: 0.6602022448464432 Movie Vector: [-0.6161851829455592, -0.08378461355829415] User Vector: [0.3383455481784062, -0.28508707691704205] Predicted: -0.18459760293316868 Movie Vector: [0.8648411093727464, -0.581388858506291] User Vector: [0.6613466501205678, -0.26762830617116384] Predicted: 0.7275558859990465 Movie Vector: [-1.8428051731932074, -0.728172282166253] User Vector: [-1.0934681836420257, 0.2542428815122455] Predicted: 1.829916206282409 Movie Vector: [-0.3993362166262479, 0.7735104266808209] User Vector: [0.27859526989571537, 0.5166927271221168] Predicted: 0.28841403076898214 Movie Vector: [-0.5183361520578773, -0.8447231925304379] User Vector: [0.5101905324232157, 0.20944393318161914] Predicted: -0.4413723452859183 Movie Vector: [0.2713964613761675, -1.2652934971166288] User Vector: [0.4614754137324476, 0.7545648753633467] Predicted: -0.8295032356507729 Movie Vector: [-0.2032137535145234, 0.6750935614986875] User Vector: [1.289939390211296, -0.6387458670581446] Predicted: -0.6933466475759229 Movie Vector: [-1.2130392325651072, 0.1877235629013174] User Vector: [0.9501383935660535, 0.1289735957926695] Predicted: -1.128343764839615 Movie Vector: [-0.5049207203723901, -1.4332539997043625] User Vector: [0.5420967841630085, -0.626522337172759] Predicted: 0.6242497468858397 Movie Vector: [0.5159780953425923, 0.519621607658872] User Vector: [0.6130548007444419, 0.5853139102520015] Predicted: 0.6204646034589953 Movie Vector: [0.01774010609535326, 0.4554785280742347] User Vector: [0.08664418541348091, 0.1239627529601827] Predicted: 0.057999449296114614 Movie Vector: [-0.43890646521320753, -0.42791921610328504] User Vector: [-0.6043442314420531, 0.8960279217816617] Predicted: -0.11817697550124018 Movie Vector: [0.6055933277078298, 1.1380057652480748] User Vector: [0.3850522757049256, -0.39345243464611257] Predicted: -0.21456604999254883 Movie Vector: [0.26912707280909937, 0.03185799998783849] User Vector: [-0.2969325272563177, -0.016230983868467216] Predicted: -0.08042966856618514 Movie Vector: [0.16742624964125197, -0.2912899204775599] User Vector: [-0.3158447394430508, 1.2647968432401633] Predicted: -0.42130327208156443 Movie Vector: [-0.13227720271262064, -2.211540167443958] User Vector: [-0.38144513084185844, -0.03365293479109604] Predicted: 0.12488131193899174 Movie Vector: [0.9180653339072721, -0.2678002316533975] User Vector: [-0.3228425844157454, 0.9739368966761607] Predicted: -0.5572111116067948 Movie Vector: [0.5738578307779065, 0.4863991116776024] User Vector: [0.3034924067400362, 0.26092028134665896] Predicted: 0.3010728872550883 Movie Vector: [-0.021922188823683405, -0.6535717491955186] User Vector: [-1.0052055112304699, 0.9742487431718697] Predicted: -0.6147051502025729 Movie Vector: [0.7798206489216207, -1.511713030519982] User Vector: [0.20578192476657262, -0.14928863180959412] Predicted: 0.3861545641228721 Movie Vector: [0.0440486239055233, -1.3683471531438498] User Vector: [-0.8817175331468231, -0.3506724263328293] Predicted: 0.4410031722500832 Movie Vector: [-0.24980632248584964, -0.9325595285960372] User Vector: [-0.11254457736993817, -0.13952856190608715] Predicted: 0.15823303690533205 Movie Vector: [1.0501203499986524, 1.1362375205503397] User Vector: [0.6096093784057592, -0.5655292513962737] Predicted: -0.0024123405912749307 Movie Vector: [-0.42398218874142735, -0.18759960611102083] User Vector: [0.523933794787762, 0.5572762793853469] Predicted: -0.3266834075774235 Movie Vector: [0.3089819692548761, -1.6111742814054075] User Vector: [-0.286582235721475, -0.009118106190812714] Predicted: -0.07385788535692557 Movie Vector: [-0.7728049740737372, 1.0823395175123862] User Vector: [-0.9537385909803096, -1.30482685612681] Predicted: -0.6752117428218346 Movie Vector: [0.08703720200174339, 0.743171537160396] User Vector: [0.849212361039998, 0.08005519493620268] Predicted: 0.13340781008862862 Movie Vector: [-0.9250038868002807, 0.8284332107927221] User Vector: [0.5801493408148548, 0.8578048635369109] Predicted: 0.17399364215513458 Movie Vector: [0.37633330768879997, -0.8525245498617776] User Vector: [-0.058729834415756466, -0.06370864720952954] Predicted: 0.03221119293890981 Movie Vector: [0.3341409179044337, -0.8106161661515482] User Vector: [-0.259150071147585, 0.30848475490721483] Predicted: -0.3366553719873398 Movie Vector: [-0.1765464986991775, -0.20858046092477223] User Vector: [0.028812976604857002, 0.023611226641632135] Predicted: -0.01001167067259971 Movie Vector: [0.42839238753821646, -1.1661532962730137] User Vector: [-0.3637931399949591, -0.30281530641080456] Predicted: 0.19728285592041722 Movie Vector: [-0.6320671278155063, 1.2136782464060578] User Vector: [-0.02617604250555719, -1.0304306500983127] Predicted: -1.2340662484503102 Movie Vector: [-1.1175868459416614, 0.5942039956001345] User Vector: [-1.445000808554845, -0.5303335686534548] Predicted: 1.2997875705211983 Movie Vector: [0.06028893479780935, -0.2530261679685849] User Vector: [-1.0864039585905927, 1.3284760032992564] Predicted: -0.40163732977658223 Movie Vector: [0.41611689424706344, -0.40929328588586755] User Vector: [-0.7017553359857538, 0.6318521880227699] Predicted: -0.5506251091617109 Movie Vector: [-0.14897329953171606, 0.6734187942775153] User Vector: [-0.8559752235067615, 0.19772352301660118] Predicted: 0.2606681898333425 Movie Vector: [-1.45076962242112, -0.542886472024799] User Vector: [-0.8676353534501065, 0.2504319658868943] Predicted: 1.122782887681455 Movie Vector: [-0.8055372794464335, -1.8058642529589048] User Vector: [-0.500800713254979, 0.14358592986157043] Predicted: 0.14411694613537462 Movie Vector: [-0.5291920484303524, 0.19511850966436411] User Vector: [-0.7619749669417764, -1.7412915864677474] Predicted: 0.06347287436588561 Movie Vector: [-0.3378203184157275, 0.8694327708781414] User Vector: [1.2093570264338733, 0.56871613465774] Predicted: 0.08591506905039653 Movie Vector: [-0.0361524900693827, 1.3545305942240515] User Vector: [-0.21947984987719377, -0.21969631896575373] Predicted: -0.2896506423844043 Movie Vector: [-1.0163750543738583, 0.7491069261815786] User Vector: [-0.9818388947956962, -0.638653561915619] Predicted: 0.519496753422819 Movie Vector: [-0.9034395698197146, 0.8603180629909503] User Vector: [-0.222580165398229, -0.8695199252784787] Predicted: -0.5469759689698397 Movie Vector: [-0.07267170864570305, 0.35661905676811334] User Vector: [-0.07321424302541067, 1.0941860914460049] Predicted: 0.3955282159981212 Movie Vector: [0.38675082495190594, -0.5151379032868483] User Vector: [1.904476712985117, -0.8888967210805693] Predicted: 1.194462332984687 Movie Vector: [-1.132523342279268, -0.35455582347462666] User Vector: [0.6111436904696117, 0.8657612105843068] Predicted: -0.9990951738946396 Movie Vector: [0.3459648901685219, 0.2338990254857588] User Vector: [-0.39890360339474273, -0.7669615727771154] Predicted: -0.31739820579388195 Movie Vector: [-0.012569898635136856, -0.577111267206424] User Vector: [0.6503168199178013, 0.09688172831939709] Predicted: -0.06408595350664707 Movie Vector: [-1.1137355754592129, -1.0344895613298146] User Vector: [-0.2794406276245543, 0.5103031168282666] Predicted: -0.21668027925879402 Movie Vector: [0.5055408050456808, 0.9288943917063521] User Vector: [0.3975230352902013, 0.09837621129147159] Predicted: 0.29234522623077797 Movie Vector: [0.36865463392985887, 0.08167510494977974] User Vector: [0.9062161095847525, -0.6661838630962897] Predicted: 0.27967013120606865 Movie Vector: [0.6185759395811431, -0.12699617996892332] User Vector: [-1.0335469901108767, 0.7572200072040944] Predicted: -0.7354913488200585 Movie Vector: [0.6415837720217129, 1.2171534375577977] User Vector: [1.6936149949090258, -1.8494570263958088] Predicted: -1.1644770805068145 Movie Vector: [0.7052295452625839, 0.5820673736227866] User Vector: [-0.8039127481807524, -0.02976972484245871] Predicted: -0.5842710073828291 Movie Vector: [-0.09170005715591727, -1.1088269642155388] User Vector: [0.41140348643391544, -0.4941817835636233] Predicted: 0.5102363636193392 Movie Vector: [0.32002095333728664, 0.528782380539295] User Vector: [1.8088320799826012, 1.0861222387083889] Predicted: 1.1531864696039895 Movie Vector: [1.4894698211242763, 0.31900136511882515] User Vector: [0.38077013756614103, -1.0719603719268178] Predicted: 0.2251888066921678 Movie Vector: [0.6462036991790917, 0.06251939580604664] User Vector: [1.8350921524561368, -0.48273842488870217] Predicted: 1.155662822595273 Movie Vector: [-1.0597336649145004, 0.6252405818766764] User Vector: [-0.6367999319546942, -0.4281031413696708] Predicted: 0.4071708684944465 Movie Vector: [1.2586749811135494, -0.7613130382227694] User Vector: [-0.3541733513008102, 0.30200139516142177] Predicted: -0.675706735957327 Movie Vector: [-1.6845561035516226, 1.452931107849418] User Vector: [-1.4692965199628953, -0.7061662844375828] Predicted: 1.4491014586568491 Movie Vector: [0.27785788602184736, -1.7779050146357456] User Vector: [-0.20349171817768816, -0.6899538734403863] Predicted: 1.1701306728212133 Movie Vector: [1.072236720457516, 0.16020067002459393] User Vector: [0.8544657669397561, 0.244585532826306] Predicted: 0.9553723379237968 Movie Vector: [0.43054391663920255, 0.11754537638159498] User Vector: [-0.5599570058420902, -0.22020511350759964] Predicted: -0.266970175393217 Movie Vector: [1.5884317553322205, 0.44946372116887445] User Vector: [0.18397929089412224, 1.053824544631993] Predicted: 0.765894449269118 Movie Vector: [-1.1911059839534754, 1.608036409445651] User Vector: [0.2721924509736934, 1.0787853999235928] Predicted: 1.4105161439137957 Movie Vector: [1.2354254761339323, 0.16260120601605849] User Vector: [0.284443185715, 0.5572812870349072] Predicted: 0.44202296750706355 Movie Vector: [1.8836344487322287, -1.0752330634280822] User Vector: [-0.14597448211929592, -0.32364022448763974] Predicted: 0.07302610686864452 Movie Vector: [-0.04687232656544579, 0.5976771797124562] User Vector: [1.001371038012703, 0.26653434544110693] Predicted: 0.11236490557283549 Movie Vector: [-1.0815252401523652, -1.8481170251591872] User Vector: [-0.26184728291651266, -0.4617303955383215] Predicted: 1.1365262505673832 Movie Vector: [-0.6831255077398815, -0.2271428989447998] User Vector: [0.6454517433090724, -0.22788286797123375] Predicted: -0.38916257461876064 Movie Vector: [-0.9489825696652932, 0.6824021837757741] User Vector: [0.9123228861056007, 0.023210872325719417] Predicted: -0.8499393668585379 Movie Vector: [0.11210838315305947, 0.05609005431558141] User Vector: [0.6508900168565315, -0.9699898017255724] Predicted: 0.018563446735905972 Movie Vector: [-0.10386469379519711, 1.1851509437306311] User Vector: [1.2551498730809498, 0.09372415777795966] Predicted: -0.019288483193725905 Movie Vector: [-0.9039757282370718, 0.09202470073431028] User Vector: [0.16156711534209392, 0.08063265876101253] Predicted: -0.1386325544586384 Movie Vector: [-0.23884984814019453, 0.7944461831498877] User Vector: [0.31754842916621134, -0.6345694432760883] Predicted: -0.5799776662377445 Movie Vector: [0.3077799595029671, -0.8289939020962968] User Vector: [-0.29162641189495225, 0.1827369138163593] Predicted: -0.24124455248468238 Movie Vector: [-0.3472487685809557, 0.6638213420806093] User Vector: [-0.5083705784478385, -0.3889999160327572] Predicted: -0.08169538898130915 Movie Vector: [0.2727273405991005, 0.12608409277773366] User Vector: [0.7482787802486752, 0.15276651103207575] Predicted: 0.22333750871425884 Movie Vector: [-0.7002640489329248, 0.14392921024992342] User Vector: [-0.45532380409702844, -0.0885222529715411] Predicted: 0.30610595267278917 Movie Vector: [0.8280359930786794, -0.7524500596611495] User Vector: [-0.4992696243615054, 0.052782879157124235] Predicted: -0.45312969979306367 Movie Vector: [-0.35280485335848993, 0.8598091531183781] User Vector: [-0.7861656969489904, -0.15701097519499668] Predicted: 0.14236359981486285 Movie Vector: [-1.1259705098508999, 0.6778187256619388] User Vector: [-0.09359194810078683, 1.1360093746957023] Predicted: 0.8753902002172388 Movie Vector: [-1.1233564367974294, 0.2491344662323984] User Vector: [-0.4526567683884756, -0.7295463791671509] Predicted: 0.3267397466635301 Movie Vector:
avg loss: 14.835921884015951: 13%|██████▏ | 9433/70000 [00:15<01:38, 617.61it/s]
[-0.2427959442138672, -0.40663719177246094] User Vector: [0.25145671784415613, 0.8266492496222582] Predicted: -0.397199000685099 Movie Vector: [0.5495808085263583, -0.04885695866616452] User Vector: [-0.40743647600063015, -0.6934868751644048] Predicted: -0.19003760830812155 Movie Vector: [-0.29231236108890174, 0.886522088664049] User Vector: [0.5662164281733003, 0.9687466003329804] Predicted: 0.6933031985067286 Movie Vector: [1.4235862674454751, 1.6446579021957324] User Vector: [-0.06169702691485453, 0.5330598413495427] Predicted: 0.788870040160528 Movie Vector: [-1.3132825993544592, 0.7618613119681181] User Vector: [0.4169875631705926, 0.13791541871170207] Predicted: -0.44255008901882786 Movie Vector: [0.26866301470643317, 0.13776843345073603] User Vector: [-1.4799375808559767, -0.04646871222708289] Predicted: -0.40400641373811064 Movie Vector: [-0.1330683681900251, -0.39290673512307256] User Vector: [0.24093506447005553, -0.8127692299175138] Predicted: 0.2872816686665955 Movie Vector: [0.1024202186193478, -1.057910090948218] User Vector: [0.006587262892717355, -0.2533215578940437] Predicted: 0.2686661012564073 Movie Vector: [0.1147027404407037, -0.5356588421855681] User Vector: [-0.15560454540314658, -0.996365348138972] Predicted: 0.5158636409951715 Movie Vector: [-1.3706866348727118, -0.018068354097779047] User Vector: [1.051597499434589, -0.1447762037063261] Predicted: -1.438794770027057 Movie Vector: [0.3063711019321456, 0.18341950899618392] User Vector: [0.32470458806155844, 0.20665671303320074] Predicted: 0.13738497528215804 Movie Vector: [-0.5257972014836645, 0.08737897065236339] User Vector: [-0.7005973755111213, 0.9152408655954705] Predicted: 0.44834494414525794 Movie Vector: [0.6367983793371778, 0.634974742120513] User Vector: [-0.06465328950410165, 1.1186309742970302] Predicted: 0.6691313044572457 Movie Vector: [1.1597526280761143, -0.13914633973834575] User Vector: [-0.2931771966462885, -0.33614072551376845] Predicted: -0.29324027271028796 Movie Vector: [-0.9041830318437495, -0.6539886776253281] User Vector: [-0.30976331899236464, -0.44989320903482277] Predicted: 0.5743078017697978 Movie Vector: [0.9602676702522057, 0.9422495484857234] User Vector: [0.7887031390266482, -0.3532436208295729] Predicted: 0.42452248360159384 Movie Vector: [-0.4153860922466198, -1.113971560450058] User Vector: [-0.6659306929822437, 0.8359831686654106] Predicted: -0.6546431266432137 Movie Vector: [-0.28269805839858103, 0.8977552651119783] User Vector: [-0.25191178012138, 1.2313157311662823] Predicted: 1.1766351517977796 Movie Vector: [-0.7618490544965751, 0.14442824980263103] User Vector: [-0.1092661683536972, -0.14608075195611336] Predicted: 0.06214613971385408 Movie Vector: [1.003761922978508, -0.5866178388106751] User Vector: [-0.28657803533354975, 0.006912912757786369] Predicted: -0.29171135777166607 Movie Vector: [-0.25776800243857345, -0.49605649883799346] User Vector: [-0.28590241951220996, 0.08405606820301427] Predicted: 0.03199993667114254 Movie Vector: [-0.9710201952187408, -0.36126492285961653] User Vector: [-0.5710008159340694, -0.10409778183834337] Predicted: 0.5920602008840467 Movie Vector: [-0.34844082051217257, 0.2781755864056442] User Vector: [0.7543382419219004, 0.8893825811101325] Predicted: -0.015437714919700196 Movie Vector: [-1.3610223525474174, 0.8097603393124401] User Vector: [0.8565231943069667, 0.14247911335246374] Predicted: -1.05037327775387 Movie Vector: [0.39989717870666025, 0.152046732624008] User Vector: [-0.8766451201489789, -0.5082442474198376] Predicted: -0.4278447874696721 Movie Vector: [-0.3506592727867416, -0.12960588506825582] User Vector: [0.28019493125691336, 0.010503218426353544] Predicted: -0.09961422975329305 Movie Vector: [0.0033341672651601706, 0.02593527588714048] User Vector: [-1.609315419247774, 0.4518899294708135] Predicted: 0.006354163201272558 Movie Vector: [1.414670994725306, 1.721685501408248] User Vector: [0.3371035355899611, 0.5616903500827739] Predicted: 1.4439447260369027 Movie Vector: [0.3041210558630112, 0.09651951601532154] User Vector: [0.9612171563355337, -0.19855977620574206] Predicted: 0.2731614829989148 Movie Vector: [-0.13559784161432725, -0.9925687252335362] User Vector: [0.9098531246632923, 0.26587505798510225] Predicted: -0.38727338726605937 Movie Vector: [1.3389259203103803, 0.8712675954954892] User Vector: [0.1050787006796608, -0.40731950897271874] Predicted: -0.21419169316853015 Movie Vector: [-0.2398406779594552, 0.6522211138477118] User Vector: [-1.2734250575016741, 0.18313411242689526] Predicted: 0.42486306391234147 Movie Vector: [-0.5288166593107726, -0.25040103006652115] User Vector: [-0.20262032066021832, 0.21033412605690566] Predicted: 0.05448111925722349 Movie Vector: [-0.27216110695113405, 1.0556611694242086] User Vector: [0.48975215191455823, -0.0698135958775142] Predicted: -0.2069909900625319 Movie Vector: [0.05502295006092632, 0.8120560099262617] User Vector: [0.5817509596392527, -0.9750689121963354] Predicted: -0.75980091624117 Movie Vector: [0.27772196254274806, 0.8864940673315058] User Vector: [-0.5391042348289956, -1.4132895452065464] Predicted: -1.4025938833590605 Movie Vector: [0.1708688288708155, 0.21073837846447227] User Vector: [0.8565621448760333, 0.3550046081180157] Predicted: 0.22117286601224767 Movie Vector: [1.2711476237632737, -0.6463355467598938] User Vector: [-0.5933468429864188, 0.058594138294428694] Predicted: -0.792102903941081 Movie Vector: [-0.2814312693497877, 0.19443470843053537] User Vector: [0.804684251403779, 0.45580518933825187] Predicted: -0.1378389612082412 Movie Vector: [-1.4931398406692467, -0.25888884183092326] User Vector: [-0.1388168034548261, -0.12013568225840696] Predicted: 0.23837468743519996 Movie Vector: [-0.44679217812231337, 0.6972445712735533] User Vector: [-0.06072617651377084, -0.3762249017466917] Predicted: -0.23518878964717907 Movie Vector: [2.4746659817016794, 1.506121498724816] User Vector: [0.8438095415538335, -1.0136827208807098] Predicted: 0.5614174287142573 Movie Vector: [-0.5242699983879932, -0.08051418087383039] User Vector: [-0.6476486512645805, -0.05590744098851691] Predicted: 0.34404409917041 Movie Vector: [-0.5038490137095385, -1.2328620875800556] User Vector: [0.5432146531736515, -1.4616853646206538] Predicted: 1.5283583027773204 Movie Vector: [-0.004111293232434671, 0.2739753515721574] User Vector: [0.6352409083151487, -0.036621114252683246] Predicted: -0.01264494429966476 Movie Vector: [0.3996071142541046, -0.48202428998960545] User Vector: [-0.7929899053122991, -1.2285808357121486] Predicted: 0.27532139733450106 Movie Vector: [-1.4977239666774964, 0.1799177933542074] User Vector: [0.01839491099336757, -0.02573301663338458] Predicted: -0.03218032662869163 Movie Vector: [1.1019488457944284, 0.533680969831126] User Vector: [0.2721622374046691, 0.409691911087423] Predicted: 0.5185536398180076 Movie Vector: [0.2642743136847181, -0.42620487507394306] User Vector: [-0.1321546594386243, 1.6463339112547963] Predicted: -0.7366006208997266 Movie Vector: [-0.1168723075884991, 0.576498333630493] User Vector: [-0.39211975765590434, -0.12892173932721562] Predicted: -0.028495226962596015 Movie Vector: [-0.2663013655321369, -0.7575632633250682] User Vector: [-0.3017708759249748, 1.3365340370456607] Predicted: -0.9321470903126884 Movie Vector: [-1.0659907132937285, -0.06001664594396895] User Vector: [-1.0423435312156322, -0.6584598717322528] Predicted: 1.1506470773277213 Movie Vector: [-0.11707837844451605, 0.723774655777465] User Vector: [0.37795730102736946, 0.23853826584057708] Predicted: 0.12839732332296688 Movie Vector: [0.46532460632751965, 0.06321950603024115] User Vector: [-0.5877781394235662, -0.23719971264062842] Predicted: -0.28850327999884856 Movie Vector: [1.2881580744128396, 1.0190570644282435] User Vector: [0.20289097624878705, -0.0037951160254857397] Predicted: 0.2574882094842826 Movie Vector: [-0.5544277507691897, -0.48603550726354083] User Vector: [0.40112947038467806, -0.6184140510180227] Predicted: 0.07817387695283254 Movie Vector: [0.3931179687501744, 1.2779480399923815] User Vector: [0.6678976070806144, 0.8515178725654251] Predicted: 1.3507581468921008 Movie Vector: [-0.42123822006915856, -0.8797724367677049] User Vector: [-0.3033514366430173, -0.14987019610197647] Predicted: 0.25963488685041636 Movie Vector: [-0.226774690004483, 0.03936306592674698] User Vector: [1.2708496391300024, -0.0837533925133444] Predicted: -0.29149332326710686 Movie Vector: [0.8544254302978516, 1.5625667572021484] User Vector: [0.7109789062399084, 0.7938819407471109] Predicted: 1.847971987651291 Movie Vector: [0.22497121282344051, 0.8028279167600266] User Vector: [0.45717719230810183, 0.4692523943461473] Predicted: 0.4795806296163409 Movie Vector: [1.888879006098091, 0.3178575817355605] User Vector: [0.18160131988267458, -0.3898758696853396] Predicted: 0.21909791949085727 Movie Vector: [-0.5078422494694974, -0.19780398763465534] User Vector: [0.28994943896038144, 0.6404236957708077] Predicted: -0.273926936113248 Movie Vector: [-1.0364229240531044, 0.6809626749665494] User Vector: [-0.46355081368347917, 1.0604634912927793] Predicted: 1.2025707455001242 Movie Vector: [1.259933164474298, 1.093483775637093] User Vector: [0.243110994588308, 0.646974686621806] Predicted: 1.0137599277989784 Movie Vector: [-1.1355916546257523, 0.5881997994356306] User Vector: [-0.25527755276978015, -1.237936696954879] Predicted: -0.43826305832421947 Movie Vector: [0.08200769575572352, 0.2690106629102989] User Vector: [1.8421604221748327, -1.1826630211218223] Predicted: -0.16707763187652938 Movie Vector: [0.7855049722102995, -1.5158368370568918] User Vector: [0.23298806822508009, 0.3254238542376192] Predicted: -0.3102761798539428 Movie Vector: [0.9600815210021083, 0.46443489755467543] User Vector: [-0.14584508873018248, -0.35488482611714467] Predicted: -0.30484407248018597 Movie Vector: [-0.9774692392651072, -0.5406157522692909] User Vector: [0.5787542500145535, 0.8442052592358655] Predicted: -1.0221051377746626 Movie Vector: [0.32544360850612786, 0.0067700904060774975] User Vector: [0.21189758845710527, 0.6458854972246263] Predicted: 0.07333341902941179 Movie Vector: [-1.2346432267362895, -0.37856851351722] User Vector: [-0.3479846421649906, 0.7642777281818546] Predicted: 0.14030539798513442 Movie Vector: [-0.2198522778994165, -0.8177124552681836] User Vector: [0.5861082843461707, -0.9107613512325031] Predicted: 0.6158836592704742 Movie Vector: [1.055344780916247, -0.8643870622357857] User Vector: [0.7006702986031327, -1.0226528355481996] Predicted: 1.6234166229804488 Movie Vector: [-1.4492434681927084, 0.2778498718443574] User Vector: [2.6172052388644236, -1.1432530912018979] Predicted: -4.110620322220116 Movie Vector: [-0.05710989800787457, -0.34359647360664775] User Vector: [0.8567827446159465, -0.2864414367981616] Predicted: 0.049489492418746235 Movie Vector: [0.0777061660619992, 0.5096468178367127] User Vector: [-0.1603362663711706, -0.37158583246151156] Predicted: -0.20183665360761438 Movie Vector: [-2.264823445542234, -1.8601930856905284] User Vector: [1.2087824898337416, -1.662779300658008] Predicted: 0.35541163457698355 Movie Vector: [0.3445496237886397, 0.10045931089938898] User Vector: [-0.5235985534196976, -0.7799788898051886] Predicted: -0.25876182638293244 Movie Vector: [-0.4637855343293906, -0.08814954017138922] User Vector: [0.26618103091016254, 0.5988707632594447] Predicted: -0.17624109405242672 Movie Vector: [-0.4164293145352727, 1.9185189401426885] User Vector: [0.31465107241552304, 0.1678337760637236] Predicted: 0.19096234777013563 Movie Vector: [0.047389360019655165, 0.4393863841507992] User Vector: [-0.22993854728678104, -0.30448438348525914] Predicted: -0.1446829328897431 Movie Vector: [-1.1249145237074611, 0.5437307069641797] User Vector: [0.38773829376523916, 0.7439359238932863] Predicted: -0.03167163221952091 Movie Vector: [-0.8813885313783523, 0.6656179019237879] User Vector: [-0.04731024388887756, 0.3106865731362328] Predicted: 0.24849725134720024 Movie Vector: [-1.7075072645801095, 1.390621146837294] User Vector: [1.0122206092524926, -0.1823727069589729] Predicted: -1.9819853865594441 Movie Vector: [-0.8581503174092622, -0.7050902662842227] User Vector: [-0.49650852750174496, -0.10962531523006355] Predicted: 0.5033746931790852 Movie Vector: [-0.4163685765889747, -0.802863360358004] User Vector: [0.20483532125540324, -0.5653096015995683] Predicted: 0.3685793752366163 Movie Vector: [1.0351823841201777, 0.7873369084686428] User Vector: [1.1063447555296275, 0.9425046255295777] Predicted: 1.8873372797698686 Movie Vector: [-0.9766652914455307, -0.47766767203637706] User Vector: [-0.3398614272013541, -0.11149485836268358] Predicted: 0.38518834928683315 Movie Vector: [-0.5234692095279547, -0.01553395709438035] User Vector: [-0.14949684806723065, -0.5473579861844317] Predicted: 0.08675963235732938 Movie Vector: [0.5755646932529462, 0.57726574934851] User Vector: [-0.30873035454275694, 0.04012530325226046] Predicted: -0.1545313285605229 Movie Vector: [-0.4194901466060956, 0.880634517950424] User Vector: [1.3035565834254905, -0.3398878594440111] Predicted: -0.8461461235491784 Movie Vector: [-0.07803479096512012, -0.7191775681241105] User Vector: [1.0122897025051976, -0.11859663174637358] Predicted: 0.006298221875930904 Movie Vector: [-0.29896817205889015, -0.12766822360090596] User Vector: [-0.6383438931212713, -0.6883652712025059] Predicted: 0.2787268782344018 Movie Vector: [-0.887246373352838, 0.7040863751217118] User Vector: [-1.3640282439814084, -0.5277537930060393] Predicted: 0.8386448575489882 Movie Vector: [0.054718663609182316, 1.5435526515053126] User Vector: [2.0520242581965764, 0.18913514573867757] Predicted: 0.40422408079991984 Movie Vector: [0.25969501267193773, 1.1444406880939757] User Vector: [-0.2571826856883124, -0.14065861341935423] Predicted: -0.22776450114681954 Movie Vector: [-0.4854323895811891, 0.8864577128844064] User Vector: [0.6636500538579941, -0.48246813014257806] Predicted: -0.7498448266757769 Movie Vector: [-0.5249043485933937, -0.9764866540891974] User Vector: [-0.45920024233406087, -1.8452931693295942] Predicted: 2.042940356808595 Movie Vector: [-0.7456705001576585, -0.49433673721841037] User Vector: [0.3952114502673191, 0.4692854425912859] Predicted: -0.5266825543035393 Movie Vector: [0.15144466061426293, -1.0329167353775006] User Vector: [0.9811272196275815, 0.41703843156175463] Predicted: -0.28217949645980633 Movie Vector: [0.2543433845447968, -0.08533765914426789] User Vector: [-1.5729122779287061, -0.07007169036999349] Predicted: -0.39408007833199604 Movie Vector: [-0.3353463224934385, 0.7039785506199523] User Vector: [1.1954611856244148, 0.6044792274027461] Predicted: 0.0246468981040604 Movie Vector: [0.083249410270434, 0.6323116065519223] User Vector: [0.18601811720410055, 0.4300174114836493] Predicted: 0.28739089885738317 Movie Vector: [0.8810866366728511, 0.0007312076067735665] User Vector: [-0.7342446496941969, 0.6527805858650436] Predicted: -0.646455830764157 Movie Vector: [-1.7202305035847159, -0.024598833640445336] User Vector: [-0.5261461079846083, 0.3827037232840699] Predicted: 0.8956785190748571 Movie Vector: [0.9048120030896111, 0.49963630960462624] User Vector: [0.257573472346916, -0.4350848051208996] Predicted: 0.015671403061305378 Movie Vector: [1.1302788432156659, -0.9737559500599449] User Vector: [0.5834873951347305, 1.750941829677381] Predicted: -1.045486566853391 Movie Vector: [-0.9519349521764011, -0.7233424821555585] User Vector: [-0.8189050416959942, -0.22806774475652275] Predicted: 0.9445154202956936 Movie Vector: [0.6873874413959558, -0.2806493576260531] User Vector: [-0.29651084577950715, 0.1658758364220852] Predicted: -0.25037077856406875 Movie Vector: [-0.10041816405728254, 0.8703355356919367] User Vector: [0.38324541251748817, -0.5909773395250826] Predicted: -0.5528333800857402 Movie Vector: [0.35690376306878835, 1.9238766618321814] User Vector: [-0.6043241252082068, -0.08849424043066526] Predicted: -0.38593755827118537 Movie Vector: [0.8225304200694284, -1.0097500249719342] User Vector: [-0.06417048166249968, -0.5649802319520105] Predicted: 0.5177066300842784 Movie Vector: [0.21460451958904364, 0.028877677522127415] User Vector: [-0.34597803446276043, -0.7922302493231931] Predicted: -0.09712621953747205 Movie Vector: [0.5993429790450764, 0.4729212583683682] User Vector: [0.6346835443104434, 0.0005214563472629996] Predicted: 0.3806397339898407 Movie Vector: [-0.350406743637365, 0.56805393902535] User Vector: [1.842720005771432, -1.5665887799680789] Predicted: -1.5356084439515785 Movie Vector: [-0.2509312377806577, -0.8885125380741705] User Vector: [1.356689455510716, 0.4359960617079618] Predicted: -0.7278237317337544 Movie Vector: [-0.2628947273660986, -0.8522698962139138] User Vector: [1.811958218257221, -0.20186577430275537] Predicted: -0.30431013927334316 Movie Vector: [0.6792779197154597, -0.4830184721706773] User Vector: [0.5029763152620588, -0.33579539204130826] Predicted: 0.5038560823231049 Movie Vector: [0.809726977499776, -1.4820049830108273] User Vector: [-0.3051363830029153, 1.2461663339707023] Predicted: -2.0939018777390803 Movie Vector: [-1.7048340486000961, -0.07187254945202382] User Vector: [-0.5732197143881868, 0.44120611639368085] Predicted: 0.945533877998763 Movie Vector: [1.9341618271993373, -1.149103671448844] User Vector: [-0.5588746232304483, -0.9956455670463724] Predicted: 0.06314601411200771 Movie Vector: [0.4059864478367267, 1.2513643352399724] User Vector: [-0.19210878049576116, -0.5113344052007714] Predicted: -0.7178591994411095 Movie Vector: [0.1490453063813161, -0.4220536917730527] User Vector: [-0.0816471300326847, 0.4193493002596588] Predicted: -0.189157041827912 Movie Vector:
avg loss: 14.837059309713709: 14%|██████▎ | 9573/70000 [00:15<01:31, 658.94it/s]
[0.5486132968477417, -0.04483468397241478] User Vector: [0.25320949548497984, -0.6899990423991383] Predicted: 0.16984998511840238 Movie Vector: [-0.041148868481103745, -0.05434767821756778] User Vector: [-0.2442927794428768, 0.047015619723993235] Predicted: 0.007497181680219105 Movie Vector: [0.23869717930742199, 0.6269884457500593] User Vector: [0.789251149600971, 1.573672581986133] Predicted: 1.1750665494738604 Movie Vector: [-0.4800204470122262, 0.11917785950531606] User Vector: [-0.18277149485132013, -0.8858553423539464] Predicted: -0.017840288873468793 Movie Vector: [0.931828704544687, 0.3956873247491156] User Vector: [0.4998225121545219, 0.7597228988518897] Predicted: 0.7663616854005664 Movie Vector: [-0.0900677903052969, 0.12610050079488855] User Vector: [-0.5815840066476179, -1.218559829731671] Predicted: -0.1012790184220458 Movie Vector: [-0.9104406577943234, -0.31219844775166067] User Vector: [-0.3961346534069977, 0.6496009664745555] Predicted: 0.15785268103165853 Movie Vector: [-0.6308198692594712, -0.08971196211903167] User Vector: [-0.3673667055579563, 1.2319119840625936] Predicted: 0.1212249759221481 Movie Vector: [0.0849753970025468, -0.9281133521435929] User Vector: [-0.9069559843746009, -0.29497461406273323] Predicted: 0.19670093301895858 Movie Vector: [-0.4385358977917254, 0.20952678490544113] User Vector: [-0.3815526587407451, 0.29876035354515396] Predicted: 0.2299228340912215 Movie Vector: [-1.1788238742799944, -0.12878795177765975] User Vector: [0.3032828547507779, -0.7041906547281813] Predicted: -0.2668257977565971 Movie Vector: [-1.5887332789195325, -0.7047307118559677] User Vector: [-0.7781810380678199, 0.40993523102210705] Predicted: 0.9474281650294429 Movie Vector: [-1.9915412766069331, 0.30942923960394286] User Vector: [-0.44464725758652923, -0.8984719403078814] Predicted: 0.6075198777187014 Movie Vector: [-0.6911164109072945, -1.307868510559006] User Vector: [0.9952802801310505, 0.34419865740852423] Predicted: -1.1380211204522745 Movie Vector: [-0.6025291136450507, 0.6297136768621566] User Vector: [-1.184223371192827, 0.4701195216865104] Predicted: 1.0095697507684587 Movie Vector: [-0.9142937793801381, 0.12166326896724095] User Vector: [-0.21971016981606453, -0.017851151116068192] Predicted: 0.19870781212977254 Movie Vector: [0.6970486849068286, -0.2644058932061081] User Vector: [0.15553148255812121, -0.6603798058386483] Predicted: 0.2830213277967918 Movie Vector: [0.20181423381506317, -0.2375347526537629] User Vector: [0.060468325977306225, 0.9202330097181464] Predicted: -0.20638395147003816 Movie Vector: [0.9622310072353049, -0.6207997988934352] User Vector: [1.006960207113798, -1.2544311228617389] Predicted: 1.7476789231352146 Movie Vector: [0.16379337252063536, 0.15890018958313898] User Vector: [0.8777453002657277, -0.6386924584531007] Predicted: 0.04228051021114247 Movie Vector: [-0.597419377745132, 0.9657037747084779] User Vector: [1.1943534953917028, -0.035097530425679466] Predicted: -0.7474237396396587 Movie Vector: [-0.08454714893844976, 0.5340973869560124] User Vector: [-0.16688759776930687, 0.2390178643159211] Predicted: 0.14176868735152184 Movie Vector: [-0.5026165541380803, 0.10588075601666039] User Vector: [-1.0049904253773918, 0.9213774530190287] Predicted: 0.6026809658473079 Movie Vector: [1.1459074862966732, -0.7110068913091273] User Vector: [-0.319008989281338, 1.5628144580987449] Predicted: -1.4767266385591673 Movie Vector: [-1.0186211811920398, 0.3943355052974804] User Vector: [-0.3192306831235983, -0.08078465198025081] Predicted: 0.2933188789571882 Movie Vector: [-0.49970654171031326, 0.07387312551541972] User Vector: [-0.4474399037916394, 0.5711743741618747] Predicted: 0.26578308318056687 Movie Vector: [1.7325445547621598, -0.652309607585098] User Vector: [-0.8874322488337516, -0.8304448103410905] Predicted: -0.9958087820825765 Movie Vector: [-2.316373830421214, 1.2322281138013735] User Vector: [-1.6085661849760455, 0.45771795068151555] Predicted: 4.290053542400316 Movie Vector: [0.2408337587685802, -0.25147042798055963] User Vector: [0.22732294534302008, -0.19104674829592438] Predicted: 0.1027896469395744 Movie Vector: [-0.07655494459019818, 0.7912179838135724] User Vector: [0.4504753321118603, 0.0825337177730899] Predicted: 0.03081604768398801 Movie Vector: [-0.22043021070759788, -1.626264679523966] User Vector: [-0.7005107207642168, -0.13974056259285694] Predicted: 0.38166886702255876 Movie Vector: [0.3351804035809559, -0.2743709219933886] User Vector: [-0.19419269079959553, 0.48074244832924024] Predicted: -0.19699133326413285 Movie Vector: [-0.4635010676786021, 0.5748662834978092] User Vector: [-0.9671547454511631, 0.3128028064933097] Predicted: 0.628097043963534 Movie Vector: [0.10861919543304283, 0.17781294548875048] User Vector: [-0.046318938095593135, -0.5868950403562394] Predicted: -0.10938866160773826 Movie Vector: [0.10005378207679447, 0.06928285339103189] User Vector: [-0.02667193183125187, 0.9175023211520483] Predicted: 0.06089855114729763 Movie Vector: [-0.8863609537144262, 0.22905799626200982] User Vector: [-0.553127955841136, -0.25174933993057613] Predicted: 0.4326058231006791 Movie Vector: [-0.06823793456602409, 0.7545990762979615] User Vector: [-2.3743168266935344, 0.663063317946899] Predicted: 0.662365443508715 Movie Vector: [1.9761660034630308, -0.746822345083909] User Vector: [-1.0952893677908448, -0.5550362646064103] Predicted: -1.7499601278428112 Movie Vector: [-1.1527354608084264, -0.11481425691523946] User Vector: [-0.5499437016853749, 0.2046414406743887] Predicted: 0.6104438514358883 Movie Vector: [-0.22684862625761898, 0.9558321361739713] User Vector: [-0.5473811734512101, 1.1155426917871107] Predicted: 1.1904442213208266 Movie Vector: [1.0933809462212134, -1.4300406033186346] User Vector: [-0.859811341813188, -0.15429562542193134] Predicted: -0.7194523292156298 Movie Vector: [-0.11160786656070282, -0.9034500217142591] User Vector: [1.018802701078132, 1.7203287041096498] Predicted: -1.6679374009971382 Movie Vector: [-0.5613127773895771, -0.5636893526793145] User Vector: [-0.7018618608964977, -0.7154893160690792] Predicted: 0.7972777399075749 Movie Vector: [0.9999671787389853, -0.3738725251215433] User Vector: [-1.511174591665418, -0.09078600789046466] Predicted: -1.4771825989939937 Movie Vector: [-0.5876613807803348, 0.2280840856087507] User Vector: [-0.10566609556661766, -0.30609360552580667] Predicted: -0.007719196504693909 Movie Vector: [0.4949178493095132, 0.6520436853401949] User Vector: [-0.5685362494590835, -0.2890867314661778] Predicted: -0.46987591560494435 Movie Vector: [-0.6537748687548208, 0.6364057416442164] User Vector: [0.44722114003729785, 0.08296681217647073] Predicted: -0.2395813864972425 Movie Vector: [-0.11212495826728959, -0.6713276735863108] User Vector: [0.5509127224362113, 0.4266156878731442] Predicted: -0.3481699832673807 Movie Vector: [-1.2246777774485764, 0.612210089624592] User Vector: [-1.169815463307946, -0.5289561714610951] Predicted: 1.108814696491274 Movie Vector: [0.01618192108776212, 0.13228119167510055] User Vector: [-0.38617451236307926, 0.7765102415836268] Predicted: 0.09646865461943802 Movie Vector: [-0.6034347111362242, 0.7091145890051433] User Vector: [-0.11082389289310063, -1.2813890551429483] Predicted: -0.8417766893984407 Movie Vector: [-0.7358473426331289, -1.2602041843935468] User Vector: [0.10965427788006285, -0.7465860441672362] Predicted: 0.8601620478829773 Movie Vector: [-0.4330377954017601, -1.261177885562165] User Vector: [1.1115929463794456, 0.9464962838326324] Predicted: -1.675061940820788 Movie Vector: [-0.3916746584605949, 0.6979697023652165] User Vector: [0.6906206162210374, -0.7811006163987163] Predicted: -0.8156831587293196 Movie Vector: [0.0892658706087447, -1.687907525612904] User Vector: [-0.9608529602636483, 0.3521876880891736] Predicted: -0.6802316251788504 Movie Vector: [-0.1043122479597951, 0.7646733653155904] User Vector: [-0.7339005110051331, -0.06915347424849326] Predicted: 0.023674992204927414 Movie Vector: [0.28976560568286264, -0.1619422768059227] User Vector: [-0.9380356733060071, -0.07925906874219735] Predicted: -0.2589750809780184 Movie Vector: [0.44790129223508285, -0.8442744861387311] User Vector: [-0.09513025402701208, -0.9720295902333492] Predicted: 0.7780508190965519 Movie Vector: [-0.5705491646752502, 1.6473223672412523] User Vector: [-0.41997198527809776, -1.0064453756618912] Predicted: -1.418325313346933 Movie Vector: [-0.6654881021993779, -0.9482199959235434] User Vector: [0.1916636289443278, -0.1256289947703505] Predicted: -0.00842593977778587 Movie Vector: [-0.6712665193230776, 0.243539831518045] User Vector: [0.00593173863289434, -0.48064187413839227] Predicted: -0.12103721859381865 Movie Vector: [0.9603418492339468, 0.05458464211263175] User Vector: [-0.8499086770003467, -0.0538653872319656] Predicted: -0.8191430934348053 Movie Vector: [0.5396066365714312, -0.4829436045273209] User Vector: [-0.5844263117349935, 0.9703015826712791] Predicted: -0.7839612602129984 Movie Vector: [-0.5553282431143275, 0.0070435295011217515] User Vector: [0.6084540087836972, 0.2900715371405844] Predicted: -0.3358485682844347 Movie Vector: [-1.0000468569209326, 0.17731526514633755] User Vector: [-0.7664527906835402, 0.37926740233866163] Predicted: 0.8337386043083943 Movie Vector: [1.4032430215565102, 0.42804421432370154] User Vector: [-0.45304273178134236, -0.16044397258884485] Predicted: -0.7044061660288321 Movie Vector: [-0.03427521997673432, 0.23373917386521975] User Vector: [0.9837463805651593, 0.7103458900003321] Predicted: 0.13231753789204487 Movie Vector: [-0.1144989426189764, -0.4555487492881283] User Vector: [0.4818697203525252, 0.25335709894965974] Predicted: -0.17059008301025202 Movie Vector: [0.04840444381973336, 0.2934406991005037] User Vector: [0.5046302929464576, 0.14609646079155117] Predicted: 0.0672969962554445 Movie Vector: [-1.4896529518817108, 1.1125661219821472] User Vector: [-0.291240452633621, 0.3085412231098817] Predicted: 0.7771197120400286 Movie Vector: [-0.5483285485103832, 0.6559677530591745] User Vector: [0.3628281847058669, 0.3320659615884476] Predicted: 0.018875510812182916 Movie Vector: [0.32092119764583976, 0.36245622702380975] User Vector: [-0.5180151555922716, 0.6952565175348016] Predicted: 0.08575801002800953 Movie Vector: [1.7174037052210986, 1.092869290698722] User Vector: [-0.3616168014605302, 0.8508342382209683] Predicted: 0.3088085757282202 Movie Vector: [1.4931052215644285, -0.8763730804946085] User Vector: [0.876980505705811, 0.025249299453356966] Predicted: 1.2872963659372902 Movie Vector: [1.26674673471072, 1.4865945696404779] User Vector: [0.9610336868616431, -0.5578016355275971] Predicted: 0.38816140246708797 Movie Vector: [0.8223405312572856, 0.27809988693556487] User Vector: [-0.5896666920275124, 0.6529005700958984] Predicted: -0.3033352460627956 Movie Vector: [1.8171935348986579, 0.31273928945799995] User Vector: [-0.25207118203108475, -0.7050810609790278] Predicted: -0.6785686723420239 Movie Vector: [0.6540776340990127, 0.5670963319599841] User Vector: [0.7083427959216954, -1.2599272069749934] Predicted: -0.2511889175245642 Movie Vector: [-0.17644370929378844, 0.631056117520741] User Vector: [-1.3514074639314622, -0.6898312617266541] Predicted: -0.19687489206627765 Movie Vector: [-0.4973113688736624, 0.1373436268705793] User Vector: [-1.0141303796153784, 0.6200794922845904] Predicted: 0.5895025337213238 Movie Vector: [0.2764757309266814, 0.16518866619865125] User Vector: [-0.6092929840087891, -0.37384986877441406] Predicted: -0.230210484283715 Movie Vector: [-0.029749648290340408, -0.40395967295611424] User Vector: [-0.3668823612026088, -0.1247102626098486] Predicted: 0.06129253810785281 Movie Vector: [0.6715547786688068, 0.404233857987382] User Vector: [0.3965817401807784, -0.23888268128902992] Predicted: 0.1697618948873581 Movie Vector: [0.9231318405005342, 0.22549168486607488] User Vector: [0.4029266544834389, 0.770844730425337] Predicted: 0.5457735011737643 Movie Vector: [1.3310400619372051, 0.9040458836643928] User Vector: [0.8779288170868853, 0.38135685670925024] Predicted: 1.5133225235869743 Movie Vector: [-0.5160447766825379, 0.14879797459191796] User Vector: [0.3547644146035483, -0.7622687631272609] Predicted: -0.29649837115702227 Movie Vector: [-0.7015046815656503, 1.3614905141104277] User Vector: [0.5289734954301291, 0.29525858010803185] Predicted: 0.030914372558417502 Movie Vector: [1.063406026700321, -0.5443999894231433] User Vector: [-0.9501552581787109, -0.6960964202880859] Predicted: -0.6314459440059187 Movie Vector: [-0.5654455948809906, 0.9086271154128253] User Vector: [-1.6310897017817356, -0.43139292319600353] Predicted: 0.5303171793151398 Movie Vector: [-1.5151138748041468, -1.7445490398894532] User Vector: [1.0789363598789374, 0.01147946668721836] Predicted: -1.654737941470888 Movie Vector: [1.598648999217259, 0.5079876035700799] User Vector: [-0.4066696762556859, 0.01646562617530506] Predicted: -0.641757736976085 Movie Vector: [0.40895964544041463, 0.16199684694374583] User Vector: [-0.49254303435068764, 0.8880667876033237] Predicted: -0.0575662052250035 Movie Vector: [1.2425675505444465, 0.17659396316221967] User Vector: [-0.18156670835363353, 0.3317480711220049] Predicted: -0.16702419340853553 Movie Vector: [0.11301219301000444, -0.37005965620797554] User Vector: [-1.0904487471629385, -0.25577314372562454] Predicted: -0.028582682647557797 Movie Vector: [-0.9091870051199817, 0.6434446595387546] User Vector: [-0.4513073126528968, 0.7325967462332201] Predicted: 0.8817082079388683 Movie Vector: [0.3033436752465825, -0.157391863449093] User Vector: [-0.8694615188235266, -0.11758333666476099] Predicted: -0.24523899213717543 Movie Vector: [1.1479209577369571, -0.8012849960378988] User Vector: [0.17948375244844433, 1.7147620454002628] Predicted: -1.1679799377456477 Movie Vector: [-0.4314893651983903, -0.03288301221101578] User Vector: [-0.7846326385162893, 0.9292061639256487] Predicted: 0.30800554147241344 Movie Vector: [0.7409253631224327, -0.1871047006959736] User Vector: [0.7247854607140838, 0.1638480288114404] Predicted: 0.5063551942750525 Movie Vector: [0.8367521464680043, 0.8335740265302037] User Vector: [0.4464432140350507, 1.528415930122942] Predicted: 1.6476101387053907 Movie Vector: [-0.6053827396886882, 0.8429519932416474] User Vector: [0.7482028717667852, 1.8711844407194376] Predicted: 1.1243695496740864 Movie Vector: [0.21201466506822936, -2.303699419019992] User Vector: [0.7946287405401682, 0.17419447890944137] Predicted: -0.23281877358095762 Movie Vector: [0.34050598946311605, -0.952554231438373] User Vector: [0.24300563925431604, -0.22395321811737517] Predicted: 0.29607246120135455 Movie Vector: [-0.3960106888482707, 0.9597851353660817] User Vector: [-0.8329551475108732, -0.49163268339345295] Predicted: -0.14200259983568142 Movie Vector: [-0.5497949790590961, -0.11192140861336364] User Vector: [2.1750247649324206, 0.13738711565200018] Predicted: -1.2111942545981345 Movie Vector: [1.4725049324222161, 0.294357340518169] User Vector: [0.16942490761557275, 0.5934795257402418] Predicted: 0.424174066987991 Movie Vector: [-0.050161579206013135, 0.04126587672649179] User Vector: [-0.19540460665755854, 0.08970914585118309] Predicted: 0.013503730208006758 Movie Vector: [-0.04560667233776483, -1.164194776767069] User Vector: [-0.5929201184792614, -0.1888408943379865] Predicted: 0.24688869639425826 Movie Vector: [0.4727579714415956, -0.1796150826174766] User Vector: [-0.4276173323725308, 0.3122393163557792] Predicted: -0.25824239320937187 Movie Vector: [1.4566326374068475, -0.16334637296612095] User Vector: [0.75582461228637, 1.0311113799982434] Predicted: 0.9325304943648983 Movie Vector: [-0.5032676312756874, 0.260212516319515] User Vector: [-0.4470463564698237, 0.7754104100013267] Predicted: 0.42675545485778676 Movie Vector: [-1.9619609944915382, -0.3740047285215663] User Vector: [0.5988331162551084, -0.8373652517243797] Predicted: -0.8617086526577697 Movie Vector: [-0.7258892059326172, -0.08315086364746094] User Vector: [-0.11351827220000266, -1.1137467649139878] Predicted: 0.17501069385326634 Movie Vector: [-0.4055546423676186, -0.3874302264129103] User Vector: [-0.20104068315829335, -0.39128152128471316] Predicted: 0.2331272707421278 Movie Vector: [0.8899398588531646, -1.2014793247882276] User Vector: [0.8334701374394038, -1.1514396931031232] Predicted: 2.1251692814750553 Movie Vector: [-0.028097517990345988, 0.9126230184159488] User Vector: [0.49338289506854804, 0.2968846067336759] Predicted: 0.2570808911482017 Movie Vector: [0.1979021307224789, -0.4441888771363074] User Vector: [-0.6006226297654433, -0.3854617602707328] Predicted: 0.052353328282921496 Movie Vector: [0.10108060605819147, -0.20164102646215967] User Vector: [-0.303812084456788, -0.7026989374051501] Predicted: 0.11098342540754878 Movie Vector: [0.2433197837414828, -0.32594707268045564] User Vector: [1.3033033157651437, 0.24696318185270932] Predicted: 0.23662255475679062 Movie Vector: [0.23819477135879524, 0.382588762423445] User Vector: [-0.047711267199115094, 0.032721848890659426] Predicted: 0.001154437289552758 Movie Vector: [0.705519802322218, -0.7394976247923959] User Vector: [-0.5565608879376778, -0.4843577931517067] Predicted: -0.03448329005269485 Movie Vector: [0.8137588995970602, 1.2235822625043729] User Vector: [-2.14794253641308, -0.29838673375364827] Predicted: -2.1130080696168054 Movie Vector: [-1.1793344339700849, -0.9146955920597104] User Vector: [0.11785119242724774, 0.01665868398532061] Predicted: -0.1542235941247762 Movie Vector: [-0.36786002964102854, -0.7224222083938178] User Vector: [0.428695793790802, 0.0712186345167205] Predicted: -0.2091499706372301 Movie Vector: [0.07583646711049394, 0.019419942648907073] User Vector: [-0.8026444746689445, -0.871610673992808] Predicted: -0.07779635060576667 Movie Vector: [-0.8201169711580543, 0.8412712677568064] User Vector: [-0.33999354234125045, -1.497063227297211] Predicted: -0.9806018049822167 Movie Vector: [0.5228680180422154, -0.6733370719624103] User Vector: [-0.8913934040520413, 0.08193748855800935] Predicted: -0.521252651102198 Movie Vector: [-1.6548448559286268, -0.828081833811269] User Vector: [-0.2151456561998669, -1.158797359726094] Predicted: 1.3156117250953794 Movie Vector: [-0.5059909820556641, 0.25603294372558594] User Vector: [0.5105260422538027, -0.27274638797248546] Predicted: -0.32815363408810927 Movie Vector: [-1.0739169147588903, 0.7667375395825916] User Vector: [-0.3734939776526165, -0.2144870019107829] Predicted: 0.2366462640442035 Movie Vector: [0.7604885101318359, 0.23299217224121094] User Vector: [-0.43097838036462516, -1.146929343095783] Predicted: -0.5949796654375971 Movie Vector: [0.3596160467195441, 0.016409577366704564] User Vector: [-1.131056218068339, -0.6634545099135988] Predicted: -0.41763297386901094 Movie Vector: [0.8222564505942914, -0.1687186553271472] User Vector: [0.31508283679758053, -0.42558679178317155] Predicted: 0.33088332626301026 Movie Vector: [0.0965261639697925, 0.19063131145509854] User Vector: [0.7515480982270308, -0.20967102144395133] Predicted: 0.03257419316865757 Movie Vector: [-0.4670003924811152, 0.7304005382574008] User Vector: [-0.28966939863868907, 0.7532430180869816] Predicted: 0.6854448287033968 Movie Vector: [-0.9617639518671461, 0.11780638230932783] User Vector: [-0.23964786590934958, 0.567623053903285] Predicted: 0.29735429706922256 Movie Vector: [-0.20148272371621645, 1.0455860486408712] User Vector: [-0.21946214025208144, 0.025570712782045646] Predicted: 0.07095421030928939 Movie Vector: [-0.9643410309464078, -0.05074787982156198] User Vector: [0.28575871522480045, 1.4150270764831347] Predicted: -0.34737847806342737 Movie Vector: [0.4840118730209584, 0.19351168794413043] User Vector: [0.4613765617956103, -0.3739643015860348] Predicted: 0.15094527061190188 Movie Vector: [-0.2414417266845703, 1.0544681549072266] User Vector: [-0.32076185759919773, 0.015009028472352422] Predicted: 0.09327183931349205 Movie Vector: [1.2869477326873486, 0.386858522929493] User Vector: [-0.5254676287389005, -0.3479547968511284] Predicted: -0.8108586521621848 Movie Vector: [0.9311199188232422, 0.3381633758544922] User Vector: [-0.09989327352628033, 0.253138248405265] Predicted: -0.00741053209816063
avg loss: 14.830892195264454: 14%|██████▎ | 9652/70000 [00:16<01:26, 695.33it/s]
Movie Vector: [-0.43166967173840975, 0.5007750199261062] User Vector: [0.5625213809732733, -0.9984898244305354] Predicted: -0.7428421815957855 Movie Vector: [-0.5715739637926421, 0.10797078991728531] User Vector: [1.5761934458619427, 0.10132224965632422] Predicted: -0.8899712922237042 Movie Vector: [-0.0298329953176098, 0.3865158806985189] User Vector: [-1.3291501309341336, -0.44930559484088795] Predicted: -0.13401121806013924 Movie Vector: [-0.34800344732358274, -0.6388788225540091] User Vector: [-0.673815835970089, 0.9745326758564133] Predicted: -0.3881180547127404 Movie Vector: [-0.22473463223611956, 0.130266620061018] User Vector: [-0.3449461241641589, 0.20996860709025933] Predicted: 0.10487324111987506 Movie Vector: [-0.869897551612103, -1.7874113448849773] User Vector: [-0.5999329262445725, -0.08282007019895679] Predicted: 0.6699137167294236 Movie Vector: [0.8981810087861042, 0.09782281481878427] User Vector: [-0.5408907362008702, 0.26745605861229194] Predicted: -0.45965448259016406 Movie Vector: [-0.6377698109720331, 0.23365686379512945] User Vector: [-0.7378298201853289, 0.4206093837166021] Predicted: 0.5688438544311498 Movie Vector: [-0.30336777721104274, 0.998786467068094] User Vector: [0.01026678026778626, -0.19869492302992653] Predicted: -0.20156841050637972 Movie Vector: [1.187348636485124, 1.0089320477735868] User Vector: [0.23992001045610234, 0.47910152833807285] Predicted: 0.7682495833581368 Movie Vector: [0.06092922258512867, -0.27201228396901006] User Vector: [0.445996416069826, 0.41964660153362365] Predicted: -0.08697481563610596 Movie Vector: [0.12882058388884865, 0.26231516779224445] User Vector: [-0.9723142850767527, -0.2888365761433975] Predicted: -0.20102030886264843 Movie Vector: [-0.46685390733116744, -1.182860714991819] User Vector: [-0.4674257012749436, 0.6942401422257133] Predicted: -0.6029698759819109 Movie Vector: [0.2677668897681351, -0.01392013351728702] User Vector: [-0.34956684176387554, 0.5093719660720949] Predicted: -0.10069295176286934 Movie Vector: [-0.023918598065888256, -0.11692018261472888] User Vector: [0.4107123604887234, -0.7584630534637213] Predicted: 0.0788559748462812 Movie Vector: [-0.33690722103919735, 0.28271258230725527] User Vector: [-0.40619478230844625, -1.46332226010707] Predicted: -0.27684965959439845 Movie Vector: [-1.744845336116557, -0.5661072559849327] User Vector: [1.0204914131495588, 0.6811724708297893] Predicted: -2.1662163610949308 Movie Vector: [-0.23720786163504964, 0.046028996878402215] User Vector: [0.7324538215953499, 1.0613772388791083] Predicted: -0.12488967515187946 Movie Vector: [1.5949758477005953, 0.02538426131140728] User Vector: [-0.08500168357429956, 1.1520301411951162] Predicted: -0.10633219817218197 Movie Vector: [0.16440391540527344, 0.2075672149658203] User Vector: [-0.08931021784797051, 0.3458799628215157] Predicted: 0.057110391095439195 Movie Vector: [0.9942032722358577, 0.5664932442418169] User Vector: [-1.0166864467876338, 0.776052821546922] Predicted: -0.5711643116529812 Movie Vector: [0.39913133368688064, -2.2626806527428753] User Vector: [-0.2751075567266346, 1.3049778238374965] Predicted: -3.0625521202792445 Movie Vector: [0.9977637087869449, -1.3504380638000084] User Vector: [-0.08531909805244094, -0.2785217291704267] Predicted: 0.2909980449639809 Movie Vector: [0.31184670006785087, -0.6526055945841668] User Vector: [0.5341476116922175, 0.7003558083031227] Predicted: -0.2904839486427923 Movie Vector: [0.5958843231201172, 0.5013370513916016] User Vector: [-1.3518329075648883, 0.05491587418425985] Predicted: -0.7780046746576743 Movie Vector: [0.4735893314244289, -0.19649698782872183] User Vector: [-0.023677907687103622, -0.3416904436170524] Predicted: 0.055927538469545755 Movie Vector: [-0.14085527545464466, 0.6347652820395725] User Vector: [1.0592428126115456, 0.042449517559875756] Predicted: -0.12225445815741351 Movie Vector: [1.2941583874078457, -0.20045207706284943] User Vector: [0.5227199524480675, 1.100662289309715] Predicted: 0.4558523686892135 Movie Vector: [0.058132580500964814, -0.07352119576065555] User Vector: [-0.057682372947179, 0.2684683689935208] Predicted: -0.023091340701155108 Movie Vector: [-0.6113725296178975, -0.19442109489809778] User Vector: [-1.1409243654489962, 1.7941454780572346] Predicted: 0.3487100871568887 Movie Vector: [-1.1504709177371848, 1.2763557089163033] User Vector: [0.7407070536518757, 0.1016970753166295] Predicted: -0.7223602811288083 Movie Vector: [0.6350097529071793, 0.15916349720972434] User Vector: [-0.33242254038270636, 0.4977690730164235] Predicted: -0.1318648887650626 Movie Vector: [0.034048457743851734, 0.6279340981423641] User Vector: [-1.2290210454639672, 0.24370825940138266] Predicted: 0.11118645494426817 Movie Vector: [0.3674420072486855, 0.7104225474245882] User Vector: [0.5029405825782621, 0.6325627433164527] Predicted: 0.63418833270214 Movie Vector: [0.6159592316274478, 0.1269865256447648] User Vector: [-0.7264828885147184, -0.33135503743152006] Predicted: -0.4895614667583345 Movie Vector: [0.09948564019179337, 0.46861106054687257] User Vector: [0.3154634425617723, 0.5613640352634748] Predicted: 0.29444547845805386 Movie Vector: [0.2564446807190044, -1.612845845501631] User Vector: [0.21550438275389733, -0.013406817454498069] Predicted: 0.07688808246175528 Movie Vector: [-1.1391302341706413, 0.8375500967788063] User Vector: [0.9322916076406451, 0.8280387531543199] Predicted: -0.3684776194860089 Movie Vector: [-0.4147674907761028, -1.846334926888485] User Vector: [0.6873666439862356, -1.0063965411879976] Predicted: 1.573047746125804 Movie Vector: [-0.5355060412532893, -1.8357023558695647] User Vector: [-0.7439938623966511, -1.2876820928126353] Predicted: 2.7622142593559813 Movie Vector: [0.6741538976306537, 0.47298272306000977] User Vector: [0.0719106751156664, -0.8112253292227161] Predicted: -0.335216703320535 Movie Vector: [1.189661537168176, -0.40250148284926757] User Vector: [-0.047466844408082354, 0.10191230929635636] Predicted: -0.09748933469541853 Movie Vector: [0.6811096266707446, -0.3778221980656538] User Vector: [0.3243889023755666, 1.0810653844453004] Predicted: -0.1875060956106597 Movie Vector: [-0.4997111094902667, 0.362849635857937] User Vector: [0.5818703859817782, -0.006405844952479284] Predicted: -0.2930914546668536 Movie Vector: [1.5754437401825523, 0.29010344845763336] User Vector: [-1.3071721607292046, 1.4141867897383034] Predicted: -1.6491157334954145 Movie Vector: [0.926591409710616, 0.3496390120429077] User Vector: [0.1718913013118958, 0.02769626030352794] Predicted: 0.1689566962893905 Movie Vector: [0.2685181440228645, -0.695251170347816] User Vector: [0.7522809741989761, 0.4920094673762284] Predicted: -0.14006906703990696 Movie Vector: [-0.1553058624267578, -0.9142017364501953] User Vector: [-1.2498966769697542, -0.5681033534250869] Predicted: 0.7134773535455198 Movie Vector: [-0.6110342745535097, 0.20527836277593448] User Vector: [0.10851377888718455, 0.21457371631965122] Predicted: -0.022258296980544948 Movie Vector: [0.8467535570169398, 2.1029531589714816] User Vector: [0.8079276714571895, 0.1428522588856648] Predicted: 0.9845272387086094 Movie Vector: [-1.268482473800429, 0.7124480479805932] User Vector: [0.5363321894881644, 0.524089178750291] Predicted: -0.30694167013235013 Movie Vector: [0.9336063278522726, -0.3466577020778741] User Vector: [0.1425489468533156, -1.404205746639107] Predicted: 0.619863336185391 Movie Vector: [-0.3245822783317463, 0.7213212224653451] User Vector: [0.3039122757480158, 0.9216188590298954] Predicted: 0.5661387031672838 Movie Vector: [-0.2862984535767825, 0.24273739325258298] User Vector: [0.35560016694237573, -0.901467898616552] Predicted: -0.3206277456983134 Movie Vector: [0.10940977450102567, 0.3849894467993017] User Vector: [-1.097996543374116, -0.6336240205072381] Predicted: -0.3640701153472986 Movie Vector: [-0.44969634631377087, -0.056450802091635666] User Vector: [0.32309896081736467, 0.5973299123556877] Predicted: -0.17901617484315008 Movie Vector: [-0.4836355491636479, -0.5951745643699266] User Vector: [-0.060418273641065154, -0.7954089345983555] Predicted: 0.5026275910974397 Movie Vector: [0.3919446307988447, -0.9999599183930936] User Vector: [-0.735304149479315, -0.2046704228071063] Predicted: -0.08353629410485464 Movie Vector: [0.5710506439208984, 0.30663490295410156] User Vector: [0.07162343922820133, -0.2966681280427668] Predicted: -0.05006819156087508 Movie Vector: [-0.46099671140355974, -1.2282860118461718] User Vector: [-0.2885629299128554, 0.05399529220551541] Predicted: 0.06670489960122104 Movie Vector: [0.6955059723759034, -0.3921634741857127] User Vector: [-0.2960771793755308, -0.1318614704005933] Predicted: -0.15421219419636012 Movie Vector: [1.0010987318542113, -0.3154922162607229] User Vector: [-0.0535502912676437, 0.33978708648823397] Predicted: -0.1608093096514086 Movie Vector: [0.09588736995589789, -0.3730209131196166] User Vector: [-0.9479612800665058, -0.2392469655185906] Predicted: -0.001653392426761477 Movie Vector: [-0.3734460771279766, 0.8050445849011078] User Vector: [-1.8875947752129734, 0.04013677357803455] Predicted: 0.7372267562349483 Movie Vector: [-0.5240170285920349, -0.972920964469361] User Vector: [1.0615331139186874, 0.02741759750778716] Predicted: -0.5829365835184298 Movie Vector: [-0.8166009120117889, 0.7094027299986188] User Vector: [0.3428235642831422, -0.0406058295208032] Predicted: -0.30875592156866233 Movie Vector: [-0.46155823683622055, -0.513669242153789] User Vector: [-0.3472569546286698, -0.7320444434403627] Predicted: 0.5363080221924276 Movie Vector: [0.6306747948466717, -0.24892283626612938] User Vector: [0.16960139281576342, -0.9191888428398496] Predicted: 0.3357704174436682 Movie Vector: [-0.1713084581983279, -0.23246101416853493] User Vector: [0.30065043905183164, -0.5364034614436728] Predicted: 0.07318892948008918 Movie Vector: [-1.004142826114167, 0.7918317157223361] User Vector: [-0.5538972661361029, 0.5869122871849788] Predicted: 1.0209277295350194 Movie Vector: [-0.9978120804878948, 0.9630654471418405] User Vector: [-0.8113400524715471, 0.12260454565685834] Predicted: 0.9276411073244366 Movie Vector: [-0.1542944345101054, -1.0260528466919283] User Vector: [-0.049719878182286514, -1.7648157254885595] Predicted: 1.8184656995122643 Movie Vector: [0.39245422016486375, -1.0673502699068713] User Vector: [-0.3325703402344996, -1.2766917701603036] Predicted: 1.2321586719417874 Movie Vector: [0.10109241429180649, 0.7348392874975991] User Vector: [-0.6738973765472946, 0.19229546056443034] Predicted: 0.07318034645010804 Movie Vector: [0.5644422372502377, -0.32946131119675137] User Vector: [0.05650968947014631, 0.10861312917345518] Predicted: -0.0038873683998230935 Movie Vector: [-0.5845894259332534, 0.011912208930797] User Vector: [0.33885214662131813, -0.41463996796437963] Predicted: -0.20302865979905763 Movie Vector: [0.002389610288474203, -0.7807509026873701] User Vector: [-0.4820617922130375, -0.8271761135644962] Predicted: 0.6446665575285584 Movie Vector: [0.5178463464017996, 0.5847673316728379] User Vector: [-0.22109992306144957, -0.22253410735523121] Predicted: -0.24462646351140604 Movie Vector: [1.1968360040138633, 0.3271882282631274] User Vector: [-0.8962364690735897, -0.41205468229798836] Predicted: -1.2074675157461339 Movie Vector: [0.13524730260105575, -0.15283671338599064] User Vector: [0.27900365826001383, 0.5917945878678632] Predicted: -0.05271344761384742 Movie Vector: [-0.7516922304581114, 0.29859980502717104] User Vector: [-1.3360424629024361, -0.3600086358049814] Predicted: 0.8967942304664154 Movie Vector: [1.3007320549787789, -0.6899325037985853] User Vector: [-0.2292529764085803, -0.3772685865247873] Predicted: -0.03790683460833444 Movie Vector: [1.9682788848876953, 0.04542350769042969] User Vector: [-1.0717493053556586, 1.266972001555332] Predicted: -2.05195121516839 Movie Vector: [-0.34469647713305307, -1.8186777520441204] User Vector: [-0.7575005876298624, -0.7713636148906509] Predicted: 1.6639696291201866 Movie Vector: [0.690662379757768, -2.5566500913581667] User Vector: [1.1297742471827499, -1.3994858593326587] Predicted: 4.358288220265583 Movie Vector: [0.2174599111045266, 0.7249940439136211] User Vector: [-1.4071858175230243, -0.33174787833281766] Predicted: -0.5465217386583808 Movie Vector: [-0.6465544109112186, -0.8030635850383468] User Vector: [-0.4150467319617134, -1.2588275521665961] Predicted: 1.2792688622720854 Movie Vector: [-0.41179494751028545, -0.6763151691351084] User Vector: [-0.7786454340591838, 1.5113366953519527] Predicted: -0.7014976770895267 Movie Vector: [-0.6949418453582895, 0.12531196248495646] User Vector: [0.4605180877302979, -0.32301898554949315] Predicted: -0.36051143270727065 Movie Vector: [0.8228312595255286, -0.10052000819801143] User Vector: [0.29758286493318226, 0.5707990868069499] Predicted: 0.18748375468093356 Movie Vector: [-1.4569547001957335, -0.10293234645099672] User Vector: [-1.0433537642973323, -1.2908432155829046] Predicted: 1.652988691940208 Movie Vector: [-0.9116184408434314, 0.43837101098622716] User Vector: [1.07533441609893, 0.26410251594443523] Predicted: -0.8645197968708199 Movie Vector: [-0.595029031990883, 0.1955559778229102] User Vector: [-1.3228037350045616, 0.3174141533076358] Predicted: 0.8491788610785946 Movie Vector: [-0.6132030487060547, 1.3038349151611328] User Vector: [0.13339671373860945, 1.266164694425218] Predicted: 1.5690704653840415 Movie Vector: [-0.730043652906641, -1.8052997114127598] User Vector: [0.41815126502204303, -0.331254192123638] Predicted: 0.29274442046084537 Movie Vector: [0.9868155005531152, 0.2306289664881233] User Vector: [-0.5717253581830046, -0.06459758658749964] Predicted: -0.5790855201465729 Movie Vector: [0.3329313663405623, 0.4274615773747239] User Vector: [-0.3593248341040011, 0.8621858977409317] Predicted: 0.2489208358602401 Movie Vector: [-1.1487287150511885, 0.029943843119156988] User Vector: [-0.76044680626593, -0.35515175159965096] Predicted: 0.862912474293248 Movie Vector: [-1.3768746748385698, 0.5433911257138068] User Vector: [0.5500816881114041, 0.29081190496412335] Predicted: -0.5993689370436096 Movie Vector: [0.25682577762663383, -1.0375699778869107] User Vector: [-0.9693267174515323, 0.08927909443517487] Predicted: -0.34158139602263 Movie Vector: [0.46403678737023824, -0.2841233676029064] User Vector: [0.1338918502844213, 0.28071545371392626] Predicted: -0.017627075986338746 Movie Vector: [-0.19924568636686735, -1.4688050302542002] User Vector: [0.4005408001846799, 0.10328078227163809] Predicted: -0.23150535917990167
avg loss: 14.819662527671241: 14%|██████▍ | 9802/70000 [00:16<01:36, 625.01it/s]
Movie Vector: [1.3314576525300499, 1.0182471372158677] User Vector: [0.40636886718852827, 0.6408452032711209] Predicted: 1.193601731597473 Movie Vector: [-0.46556594985114363, -0.5700299990792833] User Vector: [-0.6579051696971588, 1.5459003547006638] Predicted: -0.5749113325246475 Movie Vector: [2.096771799960258, 1.7175232069368203] User Vector: [0.48865039190366627, 0.4505989427999937] Predicted: 1.7985025030633217 Movie Vector: [-0.18102605825029575, 0.6705822172514565] User Vector: [0.682915512109827, -0.7277476727460449] Predicted: -0.6116401512648543 Movie Vector: [0.31405353445638173, -0.7650646992358423] User Vector: [-0.20440320933518266, 0.09711192771497659] Predicted: -0.13849045811541322 Movie Vector: [0.5152809050081627, 2.2062411611812247] User Vector: [0.5817367277932595, -0.33288458104988855] Predicted: -0.43466583706103373 Movie Vector: [-1.2903002898786728, -0.03617438153825488] User Vector: [-1.3097079873157293, -0.16611130825769] Predicted: 1.695925569532631 Movie Vector: [0.27227785091411505, 0.5729973174231253] User Vector: [3.187335176159776, 0.3258640831104001] Predicted: 1.0545600173745517 Movie Vector: [0.16041805510062027, 0.32586996939473567] User Vector: [0.7923332407148231, 0.23588924968137076] Predicted: 0.203973780041259 Movie Vector: [-0.5434670421754959, -1.8494810156764718] User Vector: [0.8135354674538778, -1.1150957921021145] Predicted: 1.62021878395156 Movie Vector: [-0.6505917948715785, 0.8109376584925738] User Vector: [0.056761158384058465, 2.176682652123968] Predicted: 1.7282255892827418 Movie Vector: [0.1336538371438504, -0.3430012884354766] User Vector: [0.510837767764538, -0.7152533170519162] Predicted: 0.3136082371262854 Movie Vector: [-0.863775997471426, -0.10691746496776919] User Vector: [-0.8817835654509331, 0.7871045841615885] Predicted: 0.677508251998223 Movie Vector: [1.499007208466159, 0.0445450231611943] User Vector: [1.3445100041402804, 0.19176339807761889] Predicted: 2.0239722930699826 Movie Vector: [0.41945874085469975, -0.9563157315702414] User Vector: [-1.7141343521994015, -0.33517800771772277] Predicted: -0.3984726353725173 Movie Vector: [1.2391638279040285, -0.5914214973145655] User Vector: [0.8536659497393353, -1.2286219653506456] Predicted: 1.7844654084115656 Movie Vector: [0.51049561502116, -0.8438487485932148] User Vector: [0.7387669229172653, 0.7876241397333743] Predicted: -0.28749837000387596 Movie Vector: [1.7348195921051532, -0.7903318669842097] User Vector: [-0.12190295561728337, -0.27053271384725974] Predicted: 0.002330989074821599 Movie Vector: [0.28070039889213555, -0.2849751494225429] User Vector: [0.7462701308112929, 0.9631052659184067] Predicted: -0.06498274366471973 Movie Vector: [-0.7034671934015923, -0.3421863626391419] User Vector: [0.9485993274135912, -1.3068719282789445] Predicted: -0.22011475494530353 Movie Vector: [0.7896326479530674, 0.15149708729966352] User Vector: [-0.052741849617572736, 0.3920491451716872] Predicted: 0.01774761720036712 Movie Vector: [-0.853683892908682, 0.0925306902214365] User Vector: [-0.7389352951776127, -0.5141295194399645] Predicted: 0.583244400097855 Movie Vector: [0.21053904396442838, -0.10475683672496724] User Vector: [-0.7827856141150478, -0.06701179418630984] Predicted: -0.15778699124266773 Movie Vector: [-0.35976484797975755, 0.3011590873443516] User Vector: [-0.9191503666342046, -0.1134321586527692] Predicted: 0.29651686654732534 Movie Vector: [1.2792800078730593, 1.6841907854723326] User Vector: [-0.165036528528749, 0.11219696413164032] Predicted: -0.022166838367121966 Movie Vector: [0.11198232556327448, 0.32248963375343975] User Vector: [0.10740822959391526, 0.07890397797869259] Predicted: 0.0374735382945988 Movie Vector: [-0.9264473667635196, -0.6799715353564381] User Vector: [0.023645697504798335, -0.21915811652764705] Predicted: 0.1271147867925222 Movie Vector: [0.028854178380776002, -0.12031030193909635] User Vector: [-0.20048769582838577, -1.24861526381785] Predicted: 0.144436371657107 Movie Vector: [-0.643886550541095, -0.45799335962805654] User Vector: [-0.45467726479153275, 0.9030661532964244] Predicted: -0.12083772587853481 Movie Vector: [0.3648485837930537, -0.6520889581944739] User Vector: [-0.20112628480478573, 0.14804739207806128] Predicted: -0.16992070983817623 Movie Vector: [-0.20805858874918987, 1.0306728964790837] User Vector: [0.2695590371547916, -0.23514824028957118] Predicted: -0.29844499077622827 Movie Vector: [-0.8978633049426211, 0.309466398071503] User Vector: [0.7077538066854584, 0.20667367496463757] Predicted: -0.5715076141888197 Movie Vector: [1.3242735177629195, -0.713913948204453] User Vector: [0.4064918884333984, -0.7790937928603046] Predicted: 1.0945123687202711 Movie Vector: [-0.3471902934951118, -0.26164309010073383] User Vector: [-0.2099852217105623, -0.12698684285134695] Predicted: 0.10613006072108895 Movie Vector: [-0.40963381963276885, -1.9845302564190028] User Vector: [0.4802845229803158, -0.2574440891629919] Predicted: 0.31416480062125984 Movie Vector: [-0.1635028470956865, -0.739977692944078] User Vector: [0.4284313464894122, -0.2216467314915199] Predicted: 0.09396389208163297 Movie Vector: [-0.49848957600525007, 0.17488362740791247] User Vector: [0.8540481044853838, 1.3532838103227305] Predicted: -0.18906689583136602 Movie Vector: [-0.6483099508088103, -0.38078127032600084] User Vector: [-1.6388843571328202, 1.0003230248272614] Predicted: 0.6816007648240351 Movie Vector: [0.7568342500497213, -0.12546070084528832] User Vector: [-0.36745975216219695, 0.40554335030389616] Predicted: -0.32898587890340586 Movie Vector: [-0.8613398696170679, 1.2202053516550744] User Vector: [-0.6651319682665929, 0.25601108572522413] Predicted: 0.8852907797098355 Movie Vector: [-0.9139321263758582, -0.7174064664164446] User Vector: [-1.6514679376135843, 1.0232503701475482] Predicted: 0.7752431715578649 Movie Vector: [1.799989054603819, -0.5924959512682134] User Vector: [3.2234241892407356, 0.40181189750078405] Predicted: 5.5640563365379005 Movie Vector: [-0.11352224193172986, 0.5755957663333847] User Vector: [-0.5940687902404543, -1.2931038727238322] Predicted: -0.6768650936393747 Movie Vector: [-0.07708845742575021, -2.1968160177074307] User Vector: [0.8042475316166932, -1.1467037088157597] Predicted: 2.45709887349018 Movie Vector: [0.10636255675693032, -0.5593931620017801] User Vector: [-0.29104100178539427, 0.8560015432350118] Predicted: -0.5097972750196296 Movie Vector: [0.00960627279989071, -0.1853506488920306] User Vector: [0.8508770753327585, 0.5324058067810465] Predicted: -0.0905080044559324 Movie Vector: [-0.06828933538317006, 0.2908038532621761] User Vector: [-0.137893781827031, -0.07998103436301919] Predicted: -0.013842118266220697 Movie Vector: [-0.6275692724817064, 0.30731372884952074] User Vector: [-1.253828338770112, -0.583238255012977] Predicted: 0.60762701542318 Movie Vector: [-1.0315126054108201, 0.27747131526220753] User Vector: [-0.8187900230752018, -1.0548352193682315] Predicted: 0.5519057142836845 Movie Vector: [-0.5556408391444237, -0.27215257194212555] User Vector: [-1.075046742482423, -0.3062071757108338] Predicted: 0.6806749445292505 Movie Vector: [-0.6641711291192731, -0.11334036070522963] User Vector: [-0.5594125534997689, 0.9191236108458322] Predicted: 0.26737186571547755 Movie Vector: [1.240916165220332, -0.27501098412881536] User Vector: [0.5943564084407427, 0.5743560860270194] Predicted: 0.5795922426777507 Movie Vector: [-0.2675565183171835, -0.7291063301603352] User Vector: [0.3996921853867679, -0.35171381293773635] Predicted: 0.1494965178970617 Movie Vector: [0.6042575836181641, 0.9959125518798828] User Vector: [-0.13653368679348726, -0.8890785540942147] Predicted: -0.9679460072939576 Movie Vector: [-0.9497160659637879, 0.10386931095160405] User Vector: [0.1595224013659968, 0.9702870330143775] Predicted: -0.05071794191393118 Movie Vector: [0.8289931408659675, -0.05048766598244682] User Vector: [-0.16697225734222534, -0.34271417815648153] Predicted: -0.12111601709739879 Movie Vector: [-1.211870921726114, -0.0928091573385868] User Vector: [-0.08785840343114006, 0.663487106319866] Predicted: 0.04489536510491638 Movie Vector: [0.7099901554044032, -0.36407777692160304] User Vector: [0.8195948136877007, 1.653376610493306] Predicted: -0.020053431623804463 Movie Vector: [-0.7595810559866577, -1.174165935385795] User Vector: [-0.3031264980924112, 0.9343407974771606] Predicted: -0.8668219909203085 Movie Vector: [-0.606709524314369, -0.4799143794705375] User Vector: [1.493129640997722, -0.03641663805467225] Predicted: -0.8884191059750012 Movie Vector: [-0.3583016386888589, 0.12748129781183443] User Vector: [-0.04709114085950919, -0.009853787930570651] Predicted: 0.015616659263938282 Movie Vector: [-0.07312138190107988, 0.3185678997192982] User Vector: [0.49287683791224857, -0.26729178940426035] Predicted: -0.12119041945790637 Movie Vector: [-1.084868437323573, 0.20873377685293215] User Vector: [0.4307751210571614, -0.49729954392449427] Predicted: -0.5711375444497561 Movie Vector: [0.5016399008529207, 0.17922346079435314] User Vector: [0.2282850716077357, -0.4123869369651852] Predicted: 0.04060748665822318 Movie Vector: [-0.22908071423856613, 0.7577112468796277] User Vector: [1.1826225833314994, -0.8323032788081786] Predicted: -0.9015615812319855 Movie Vector: [1.332398522372353, -0.18660704358377256] User Vector: [-1.0799446855260468, -0.5352567064291687] Predicted: -1.3390340316936458 Movie Vector: [0.21532740888452037, 0.12766929083865572] User Vector: [-1.3345791183736264, -0.23943570568274367] Predicted: -0.31794005025674954 Movie Vector: [-0.20245537967179772, -0.21074981597500603] User Vector: [-0.24954412023650047, 1.2518985964118148] Predicted: -0.21331584920581287 Movie Vector: [0.4704524050058571, -0.24176525197267082] User Vector: [-0.4770389576163394, -0.22215456721559074] Predicted: -0.1707148699723371 Movie Vector: [0.8872767662574075, 0.02309408631521663] User Vector: [0.9461711527296789, -0.4709390125478092] Predicted: 0.8286397745150511 Movie Vector: [-0.5838542840171856, 0.04739234905907613] User Vector: [0.44187214171018946, -0.6550645501826403] Predicted: -0.28903399074382546 Movie Vector: [-1.1675897746266561, 0.408377382839264] User Vector: [-0.5147455873086105, -0.32778455182791333] Predicted: 0.4671518868651019 Movie Vector: [0.0030914366345744827, -0.2807578169309372] User Vector: [0.8023642181497127, -1.200373133899428] Predicted: 0.33949459871441073 Movie Vector: [0.2952296664373866, -0.7642973369928672] User Vector: [0.03153426113114033, 0.27428392131228035] Predicted: -0.200324621243841 Movie Vector: [-0.17440487945081504, -0.7708889433625562] User Vector: [0.9392538318119199, -1.8841543252915962] Predicted: 1.2886632856451545 Movie Vector: [0.3179696814347627, 0.8982827093450823] User Vector: [-0.12918426956218304, -1.2509286338729564] Predicted: -1.1647642434718115 Movie Vector: [-0.7501640483173763, 0.05775141804875941] User Vector: [-1.0865710829666753, -0.44102911210746976] Predicted: 0.7896365057578851 Movie Vector: [-0.10756846618335927, -0.17974382483083004] User Vector: [-0.5743223156780934, -0.29998552222255415] Predicted: 0.11569951575052342 Movie Vector: [0.06232043655373494, 0.05647488573490879] User Vector: [-0.8889471451374525, -0.3559285508162788] Predicted: -0.07550059839530343 Movie Vector: [-0.3252988754151341, 0.43578877791409376] User Vector: [1.4504193335171587, 0.1250810824955651] Predicted: -0.4173108459925857 Movie Vector: [-1.322373096272369, -0.8050378298699811] User Vector: [0.9142871720516987, -0.6032422429458645] Predicted: -0.7233959324410744 Movie Vector: [1.8406259094186566, -0.8155070869567588] User Vector: [-1.8726769324036139, -0.8267114208319734] Predicted: -2.772708659196176 Movie Vector: [-0.278941717089585, -0.6999566049682925] User Vector: [-0.9525533273929798, 0.7558406801790474] Predicted: -0.2633488156326555 Movie Vector: [-0.320686186318375, 1.1470696310277122] User Vector: [-0.7242587742445383, 1.0599494029669736] Predicted: 1.4480955547894723 Movie Vector: [-0.48105870191530953, -0.44644242321152194] User Vector: [-1.2149100804945194, -0.8096146857519181] Predicted: 0.9458894084412389 Movie Vector: [1.1686210262904895, 0.5589102396919018] User Vector: [1.093608235250974, 0.1277530258604186] Predicted: 1.3494160525437366 Movie Vector: [-1.1099848326216615, 0.9800162796177488] User Vector: [-2.0700757830346377, 0.1969493121450087] Predicted: 2.4907662537074833 Movie Vector: [0.06650734647494341, -0.1435246662796708] User Vector: [-1.4266938670604161, -0.01916572432333668] Predicted: -0.09213486914274889 Movie Vector: [0.27039072875448544, 1.1006182034989296] User Vector: [-0.4559517966020602, 0.3343073001789767] Predicted: 0.24465956157941474 Movie Vector: [-0.41508275177921783, 0.0010841633565429887] User Vector: [1.7589579456671003, -0.2533229648034937] Predicted: -0.7303877478272307 Movie Vector: [-0.5102060266262062, 0.8427504875953478] User Vector: [0.27370711690336336, -0.33881917716405524] Predicted: -0.4251870473362416 Movie Vector: [-0.14574495628375456, -1.1960881170476003] User Vector: [0.46911881767181995, 0.8431246846353874] Predicted: -1.0768231180553582 Movie Vector: [-0.7762944160489215, 0.12511587425548135] User Vector: [1.0224410097968033, 1.0012130924079325] Predicted: -0.6684475952720265 Movie Vector: [-1.7610890775351324, 0.7929655330366459] User Vector: [0.20761639304843693, -0.45436275773696866] Predicted: -0.7259249684957391 Movie Vector: [0.5934531271498035, 1.8708243940171772] User Vector: [-0.21602145335416034, 0.8735834548968746] Predicted: 1.5061226306064057 Movie Vector: [0.8416609004853479, -0.2647686216136628] User Vector: [-0.9084462890502149, 0.06016439168019411] Predicted: -0.7805333647399659 Movie Vector: [0.45350074768066406, -2.9767704010009766] User Vector: [-0.8534325536880204, 0.37655514458788164] Predicted: -1.5079505099463848 Movie Vector: [0.22960922184792393, 0.38847699533424923] User Vector: [-0.15010893130748934, -0.9201504940467782] Predicted: -0.39192369409255345 Movie Vector: [0.32710795407954074, -0.624308393312601] User Vector: [1.039452442083099, 0.1316349604877979] Predicted: 0.25783235100688 Movie Vector: [-0.1315968462379717, 0.2793068896329477] User Vector: [0.40367854871679476, 0.5384328395234506] Predicted: 0.09726517777847943 Movie Vector: [-1.0276810530215714, -0.7444380201169322] User Vector: [0.7479142452018364, 0.14143518873640587] Predicted: -0.8739070309566517 Movie Vector: [0.12368577258744173, 0.5325094100458434] User Vector: [1.9178031067149566, -0.47473624400770126] Predicted: -0.015596558299285218 Movie Vector: [-0.5618480361005812, 0.12149506815092695] User Vector: [0.2620116193345396, 0.41034741333568614] Predicted: -0.09735552680986836 Movie Vector: [-1.1691817050848532, -0.9061127669847379] User Vector: [0.7644376385769587, -0.184215229149863] Predicted: -0.7268467306967374 Movie Vector: [0.9676311377637838, 0.3106239252411441] User Vector: [0.5284446490133545, 0.5009659452428644] Predicted: 0.6669515052934543 Movie Vector: [1.439858060592326, 0.40963043172335634] User Vector: [-0.35529703016014097, -0.2583605922972732] Predicted: -0.6174096537436278 Movie Vector: [0.9787943284334264, -0.026504063848900916] User Vector: [-0.08593794525567534, -0.5522962129300086] Predicted: -0.06947747932247418 Movie Vector: [-0.32197188419544953, -0.07909749469563308] User Vector: [0.2928821209103569, -0.2927908562094914] Predicted: -0.07114078512070698 Movie Vector: [-0.5085627664403644, 1.085089566257547] User Vector: [-0.278819008848037, 1.2214243388367785] Predicted: 1.4671517725207293 Movie Vector: [-0.9930660670818945, 1.297966969229503] User Vector: [-0.5607092290514488, -1.2706543464880395] Predicted: -1.0924460621787322 Movie Vector: [-1.2505751029329066, 0.9933921942866744] User Vector: [-0.10261365946605645, -0.1543345664636165] Predicted: -0.02498866588448881 Movie Vector: [0.9855013603045897, -0.27304821284976966] User Vector: [1.1153700215267481, -0.8484066472144003] Predicted: 1.330854592249327 Movie Vector: [0.9797282945966386, -0.022921934506179534] User Vector: [0.7058835197357228, 1.5696953918485526] Predicted: 0.6555936020079481 Movie Vector: [1.244211196899414, 0.5786991119384766] User Vector: [0.6105831563453602, -0.3075786821477692] Predicted: 0.5816988895529618 Movie Vector: [0.6307119923282057, -0.07824899818397793] User Vector: [-1.8970457578916324, -0.5774524310540589] Predicted: -1.1513044352687198 Movie Vector: [-0.49314428330880833, -0.7203574211445757] User Vector: [0.5768212828866188, 0.18955454415338163] Predicted: -0.4210031407389546 Movie Vector: [1.2580013275146484, -0.7491588592529297] User Vector: [0.27231714662656326, -0.3707167445958488] Predicted: 0.6203010654486035 Movie Vector: [1.3730959646815593, -0.3017755474334719] User Vector: [0.6336019917832281, -0.1134602249064307] Predicted: 0.9042358596148119 Movie Vector: [-0.37595993713176806, -0.6229737050952322] User Vector: [-0.5237177078540151, -0.5187827002663693] Predicted: 0.5200848574438386 Movie Vector: [0.20636686533843607, 0.5162058717760146] User Vector: [-0.797772021010209, 0.734086550772916] Predicted: 0.2143060766701949 Movie Vector: [0.18753039910015984, 0.10299661635534182] User Vector: [0.039064751205354006, -0.36772300529586255] Predicted: -0.030548396917202802 Movie Vector: [-0.30509477618429637, -0.9672665744900831] User Vector: [0.24075547102518285, -0.6927071386077108] Predicted: 0.5965792245383347 Movie Vector: [-0.5636734963314403, -1.0390602242305131] User Vector: [1.5098027455559948, -0.28753816886491745] Predicted: -0.5522663181427432 Movie Vector: [-0.4913717039765329, 0.03753387281396722] User Vector: [-1.2390280436094243, 0.2648589083778184] Predicted: 0.6187645016437721 Movie Vector: [-0.24793798599487804, -0.18986594043126115] User Vector: [-0.5977469483779285, -1.1716064947877893] Predicted: 0.37065234346366505 Movie Vector: [-0.6308830808923744, -0.6346104436306794] User Vector: [-0.3606397729104065, 0.28708757656956996] Predicted: 0.045332756698372084 Movie Vector: [0.19637366957000268, 0.01975343948931134] User Vector: [-0.6022597484490201, -1.1896125069803847] Predicted: -0.1417668955096058 Movie Vector: [-0.015080806362139581, 1.2764691429105433] User Vector: [0.4921917736257912, 1.187792954420315] Predicted: 1.5087584056529928 Movie Vector: [0.14824508045479157, -0.464667828532818] User Vector: [-0.00988275097995761, -0.7995303840555452] Predicted: 0.3700509781909618 Movie Vector: [0.06777582528854983, -0.180699242841476] User Vector: [0.7053288276364709, 0.05626525823773627] Predicted: 0.037637153831028065 Movie Vector: [-0.10037312148248966, -0.7103652082387898] User Vector: [-0.3763950134389606, -1.1302065431338941] Predicted: 0.8406393487754636
avg loss: 14.804758693175758: 14%|██████▌ | 9936/70000 [00:16<01:33, 640.41it/s]
Movie Vector: [0.061296471632250174, 0.37348563483884684] User Vector: [-0.301349484694476, -1.361602536499799] Predicted: -0.5270106478827797 Movie Vector: [0.473189593603454, -0.8420896771671801] User Vector: [-0.13178396027881345, -0.07979556684391756] Predicted: 0.004836224515181217 Movie Vector: [0.6981620852061098, -0.49174312066774206] User Vector: [0.4846831510626362, 1.3858027761352687] Predicted: -0.34307158235661933 Movie Vector: [0.5005299418072516, 0.44645979706918565] User Vector: [0.5391207109848284, 0.4194720142800378] Predicted: 0.45712344846798847 Movie Vector: [-0.03698598802191333, 0.4606522689192207] User Vector: [2.0213550112511762, 0.10610466319543672] Predicted: -0.025884458390282833 Movie Vector: [0.01598178349806543, -0.8404270764743127] User Vector: [-0.6632807438477175, -0.388422190680481] Predicted: 0.3158401169047347 Movie Vector: [0.5469051793815096, -0.2206588388661259] User Vector: [1.1058713375831881, 0.07112455569416956] Predicted: 0.589112500379459 Movie Vector: [-0.08911570640133487, -0.44220277045104595] User Vector: [-0.6036890543136462, -0.0501361063457097] Predicted: 0.07596850164761548 Movie Vector: [1.2431472333022375, 0.6496041664381744] User Vector: [1.4660883507694416, -0.7682888738230182] Predicted: 1.3234800235721462 Movie Vector: [-0.347507022389114, -0.18661975719249502] User Vector: [-0.14825769361162733, 0.5858643219680155] Predicted: -0.0578132678601626 Movie Vector: [-0.7364940643310547, -0.8498287200927734] User Vector: [-0.7410288683378252, -0.3612605375805169] Predicted: 0.8527729433008449 Movie Vector: [-0.3527813673479272, -0.6894409357271504] User Vector: [-0.4516136160747371, -0.881042991759905] Predicted: 0.7667479736465845 Movie Vector: [-0.3454434022454778, -0.4862865212739599] User Vector: [0.4073356020101695, 0.8019555988702939] Predicted: -0.5306915946049132 Movie Vector: [-0.6162524644055067, 1.537796312460367] User Vector: [-0.07908649198427634, 0.001529941432924108] Predicted: 0.05108998388032767 Movie Vector: [-0.6394103710550916, 0.9246084642344607] User Vector: [0.42157703630304877, 1.1917667207768505] Predicted: 0.832356868212385 Movie Vector: [-0.10108174572147088, 0.31426499401785657] User Vector: [-1.0744284642920245, -0.1890265438264427] Predicted: 0.049200679158643755 Movie Vector: [0.4662504811006847, 0.8346967886526893] User Vector: [-1.2924191392437616, 0.5831968043892608] Predicted: -0.11579854567991005 Movie Vector: [0.09279270091905971, 1.7358637403221628] User Vector: [0.6189199217224152, 0.4906508518607549] Predicted: 0.9091342740925014 Movie Vector: [-0.3921132215825571, -0.8698038908841684] User Vector: [1.125381327748705, -1.9287211228057737] Predicted: 1.2363322391145437 Movie Vector: [-0.7431813426446686, -0.10367234772061247] User Vector: [-0.11580585643753642, 0.4165767996627704] Predicted: 0.042877257046385404 Movie Vector: [-0.8607419051068538, -0.26444132781014795] User Vector: [0.6597960510437761, 0.5227124747705525] Predicted: -0.7061408908486522 Movie Vector: [-0.45864643629917345, -0.8982538943281483] User Vector: [-0.8563201740514612, 0.9237429884768242] Predicted: -0.43700754059783853 Movie Vector: [-0.9522070310440227, 0.7132780748883981] User Vector: [1.4778035940970433, 0.19572439707637507] Predicted: -1.2675690516460025 Movie Vector: [0.9717228908434637, -0.15988335832408004] User Vector: [0.6344314818254037, 0.8152586395668149] Predicted: 0.48614530436482056 Movie Vector: [-0.42439569150951856, 1.7037015870490795] User Vector: [-0.004848582496212429, 0.10156795076385378] Predicted: 0.17509919643102148 Movie Vector: [-0.1983007914951348, -0.7900487169242557] User Vector: [0.07405164580009319, 0.1642139399634585] Predicted: -0.14442151254288302 Movie Vector: [0.35497582609660594, 0.5808866005916439] User Vector: [1.4222533778979638, 0.0514599355453306] Predicted: 0.5347579547636101 Movie Vector: [0.9768283902189043, -0.09060971783512367] User Vector: [1.1885868983909886, 0.10500997863772518] Predicted: 1.1515305020563131 Movie Vector: [-0.6011593445174002, 0.22480491929229587] User Vector: [-0.27082134482781406, -0.17283303020269505] Predicted: 0.1239530667322497 Movie Vector: [-1.5406035880995117, 0.9496124128941826] User Vector: [-0.16029579825151655, -0.10851485816712816] Predicted: 0.14390522564460526 Movie Vector: [0.003905931070769808, 0.8059596016785192] User Vector: [-1.4434906430647632, -0.16986198929700186] Predicted: -0.14254007618724465 Movie Vector: [-0.524655673131925, 0.8254875528432679] User Vector: [-0.2375890697432851, -0.7828039312594819] Predicted: -0.5215424482565283 Movie Vector: [0.12630131307023512, 0.3330086142747461] User Vector: [1.1656519526988083, 0.6670565070163359] Predicted: 0.36935893525320557 Movie Vector: [-0.21597042160490817, 0.68889460087156] User Vector: [-0.6901647266122019, 0.06411319968042434] Predicted: 0.19322240408771796 Movie Vector: [-0.5982880855283159, 1.0408580868487853] User Vector: [-0.24751559309360974, -0.010381239093547136] Predicted: 0.13728023366835213 Movie Vector: [0.3409057639267869, 0.1353658836164131] User Vector: [-0.8363027714722029, 0.4566864770040272] Predicted: -0.22328066668750354 Movie Vector: [1.5556208466543007, -2.0697568642502433] User Vector: [0.9982655567507153, -0.24784476471356276] Predicted: 2.0659011136127576 Movie Vector: [-0.4515763172620407, -0.09775666373627317] User Vector: [-0.44092970711371077, 0.7147594475249183] Predicted: 0.1292409143458219 Movie Vector: [1.7868099861861668, 0.2277519275949954] User Vector: [0.907079241912556, 0.4011559013243019] Predicted: 1.7121422775042503 Movie Vector: [-1.511530707828972, -1.5052234415533567] User Vector: [-0.5379738643206403, 0.7939319055758133] Predicted: -0.38188089933977565 Movie Vector: [0.14665670667164363, 0.542899741975837] User Vector: [-0.9016547480430684, 0.8415974461043404] Predicted: 0.32466932043472274 Movie Vector: [0.6260967254638672, 0.18134117126464844] User Vector: [-0.13781539633510645, -0.3376634432384241] Predicted: -0.14751805265402515 Movie Vector: [0.05402876045246647, 0.20807142803194703] User Vector: [-0.039700184227224405, 0.2414768385499962] Predicted: 0.04809947889020613 Movie Vector: [-0.038571459643555406, -1.0034703469813973] User Vector: [-0.7478715328551258, 0.03326276645076916] Predicted: -0.0045317031438290994 Movie Vector: [0.5875044936923072, 0.4910025608877852] User Vector: [0.20511158704272736, -0.4304023020527736] Predicted: -0.09082465342394674 Movie Vector: [-0.08500099182128906, 0.09890556335449219] User Vector: [-0.8382985037454698, -0.8373096600182992] Predicted: -0.011558379365600668 Movie Vector: [-0.3332783911756883, -0.46092405253873] User Vector: [0.14737152953313548, 1.223626543175947] Predicted: -0.6131146513425185 Movie Vector: [-0.45586085528388065, 0.47860369530826363] User Vector: [0.29307334153936315, 0.23301929769452615] Predicted: -0.022076767180302395 Movie Vector: [0.08568230849976369, 0.6346253966546077] User Vector: [0.49622483615866064, 0.3729305930136555] Predicted: 0.27918891501292026 Movie Vector: [1.9197767624656334, 0.251523869828048] User Vector: [-0.23288475844768605, 0.024518449607457055] Predicted: -0.44091977227283824 Movie Vector: [0.15938117255607218, 0.3519389094371438] User Vector: [1.0103103145514636, 0.21799736260148667] Predicted: 0.23774619663284718 Movie Vector: [-0.20022429272368444, 0.781938686783117] User Vector: [1.1264360789021228, -0.12116780898026094] Predicted: -0.32028566463103075 Movie Vector: [-0.6906123032979774, -0.4579989571744853] User Vector: [-0.05239003453709383, 0.26177506474095885] Predicted: -0.08371150424411958 Movie Vector: [0.14943240476197725, -0.36509376776914076] User Vector: [-0.14822424424645642, 0.19821991534827418] Predicted: -0.0945183610031562 Movie Vector: [1.8801970573698021, 0.269052370799625] User Vector: [-1.1964317683672616, 0.030975012049058098] Predicted: -2.241193589800528 Movie Vector: [-0.5020149086756509, 0.6899249777386981] User Vector: [0.47583831064900317, 0.22936036077866145] Predicted: -0.08063648426047756 Movie Vector: [-1.816265983069515, 0.5538183035527335] User Vector: [-0.15330141939579556, -0.014369027019218814] Predicted: 0.27047832303736946 Movie Vector: [-0.9585318280546684, 0.6765054439562103] User Vector: [1.0636552232732406, -0.3348458559030454] Predicted: -1.2460724299885828 Movie Vector: [-0.5127213352666488, 0.4019350820757202] User Vector: [-0.2566149959757638, -1.764134751377691] Predicted: -0.5774956627014832 Movie Vector: [1.1294979691285836, -0.17383465494542605] User Vector: [-0.12091198998181438, -0.19167954377902743] Predicted: -0.10324929977483108 Movie Vector: [0.6813278945446359, -0.1656060780322357] User Vector: [-1.2518991160718127, -0.5798906309665315] Predicted: -0.7569203758534931 Movie Vector: [0.925742194446274, 0.7541446644802912] User Vector: [0.3453969294458807, -0.5652415927126894] Predicted: -0.10652541986638203 Movie Vector: [-0.4384380180626385, -1.2365896773800342] User Vector: [0.3052775502159872, -0.4342364933668762] Predicted: 0.40312708116346774 Movie Vector: [0.06945898479809245, 0.7529295557121575] User Vector: [0.8466211542276679, 0.23894938318998987] Predicted: 0.2387174988041762 Movie Vector: [-0.7552957577197448, 0.612525354889147] User Vector: [0.26892381247437663, -0.49307051635474264] Predicted: -0.5051352077272805 Movie Vector: [-0.74537502973752, 2.22296260441375] User Vector: [-0.6154150252768403, -0.10832177367129933] Predicted: 0.21791974065157318 Movie Vector: [-0.02783253023958379, -0.26968279873574935] User Vector: [0.6354163772291884, 0.8173008350778437] Predicted: -0.23809722214681617 Movie Vector: [-0.15266589514462203, 0.5647300626510292] User Vector: [0.3592064288385385, 1.281956674195924] Predicted: 0.6691209019342308 Movie Vector: [-1.9193356326807791, 1.3400924905284375] User Vector: [0.21433954158673763, 0.7644850138533722] Predicted: 0.6130911065265433 Movie Vector: [0.25766035119947733, 1.8721681938064092] User Vector: [-0.2641524309483789, 0.25748908076861415] Predicted: 0.41400125913909397 Movie Vector: [0.09821891784667969, -0.38687705993652344] User Vector: [1.1497185255036984, -1.4733143209454211] Predicted: 0.6829156222529935 Movie Vector: [-0.054991458730363096, 0.20771179328780998] User Vector: [-0.5641268525117853, 0.4492298914891737] Predicted: 0.12433250488829602 Movie Vector: [0.440091543033984, -0.31772234254750426] User Vector: [-0.006226563694688242, -0.3325103099346733] Predicted: 0.10290569656944633 Movie Vector: [0.3339045831366992, 0.30897758156115335] User Vector: [-0.025419282018117426, -0.2690824801432017] Predicted: -0.09162806872101723 Movie Vector: [0.6586404246825941, -0.4004881890111569] User Vector: [0.08739618895049248, 0.14327049905277028] Predicted: 0.00018452030162396243 Movie Vector: [0.29576535415204597, 0.3661648493505952] User Vector: [-0.5838708947115877, 0.06801780886757255] Predicted: -0.1477830512162924 Movie Vector: [-0.004329160927913425, -0.5878527848082671] User Vector: [-0.4417392204517743, -0.035119732905895665] Predicted: 0.022557592963960055 Movie Vector: [-1.0632327269333186, 0.0014438141112730202] User Vector: [-0.2440418915877398, -1.4050624822337248] Predicted: 0.25744467683972855 Movie Vector: [1.1831901314173834, 0.9546011186587948] User Vector: [0.09391144784865757, 1.3501210094017582] Predicted: 1.3999421242213095 Movie Vector: [-0.09208968273486809, -0.9428691532473154] User Vector: [0.1223370067165182, 0.12189626129160377] Predicted: -0.12619820080328553 Movie Vector: [1.7203617095947266, 0.7061290740966797] User Vector: [1.0910377580613404, 0.42460378161056955] Predicted: 2.1768046578574256 Movie Vector: [0.7813967094832799, 0.8943658553154947] User Vector: [-0.3530398474071006, -1.1256098418020157] Predicted: -1.282571183995186 Movie Vector: [-0.5372468346333599, -0.15029739346080356] User Vector: [0.6544468523161908, -0.15001143278037604] Predicted: -0.3290531725064284 Movie Vector: [1.2222399082039743, 1.0786071931455012] User Vector: [-1.4144468006400237, -0.045595227439266965] Predicted: -1.7779726680627663 Movie Vector: [-0.21213590032329868, 0.4388823025688457] User Vector: [0.1333746654997, 0.05099883927009231] Predicted: -0.005911066738901082 Movie Vector: [0.28393566593365144, 0.12801248979211416] User Vector: [-0.1479439925626972, -1.0321399325059235] Predicted: -0.17413337862312053 Movie Vector: [-0.06413403687588795, -0.8873435032610965] User Vector: [1.193198552175317, -0.10821354614193493] Predicted: 0.01949794718842296 Movie Vector: [-1.2406224563268482, -0.3153027456767452] User Vector: [0.08151688489084886, -0.3444071794476208] Predicted: 0.007460851345220468 Movie Vector: [1.5370152569150914, 0.1851494213726019] User Vector: [1.015386694313425, 0.19847427219676586] Predicted: 1.597412237482894 Movie Vector: [0.038999162093312154, -0.06434155827345742] User Vector: [0.9251010383717055, -0.5202304759521876] Predicted: 0.0695506048322557 Movie Vector: [0.051226270501154914, -0.15606358640474552] User Vector: [0.5645656077039707, -1.042582112287205] Predicted: 0.19162969410086883 Movie Vector: [-0.5645994551646233, 1.2485355010481312] User Vector: [0.17910421882296795, 1.41885477611793] Predicted: 1.6703684144498006 Movie Vector: [-0.2652824189658772, 0.24526083564517298] User Vector: [-1.1673726120919767, -0.600435955656683] Predicted: 0.1624200061345081 Movie Vector: [-0.5048413301491237, -0.0011237878968132081] User Vector: [-0.13266374985666546, 0.025685225763624087] Predicted: 0.06694527919436953 Movie Vector: [0.5278109157161572, 0.1720050100716778] User Vector: [-1.1376493025544219, 1.809563795933816] Predicted: -0.28920968120015755 Movie Vector: [-0.2851970317732906, 0.16707006536111052] User Vector: [-0.7569279150292008, -0.20283333996142203] Predicted: 0.18198621526790643 Movie Vector: [0.12369744472970222, 0.5116957241327319] User Vector: [0.037068752819890895, 0.01687066953645802] Predicted: 0.013217959468199356 Movie Vector: [0.1598018594964159, 0.4776084144922619] User Vector: [0.4413841432366468, 0.5207504947490592] Predicted: 0.31924882498460766 Movie Vector: [-0.07043281561922671, -0.7211285048985533] User Vector: [0.2963606367725049, -0.6324260263780301] Predicted: 0.43518692077432747 Movie Vector: [-0.27432748023218445, -0.9629599437610623] User Vector: [-0.2815737703293123, -0.7470611218272601] Predicted: 0.7966333587747706 Movie Vector: [-0.9858794437390612, 0.5529593214270121] User Vector: [0.49050112668193674, 1.3308926404426797] Predicted: 0.252354513424818 Movie Vector: [0.32921238958893084, 0.47987469907267666] User Vector: [-1.8640775019125335, 0.9293301782944554] Predicted: -0.16771536913538126 Movie Vector: [-0.03210572010238025, -0.9421369468663552] User Vector: [0.47986942743968997, -0.3665707109631971] Predicted: 0.32995325691442756 Movie Vector: [-1.7013428647867992, 0.17317866042574476] User Vector: [-0.2196464189021489, -0.07193173807175043] Predicted: 0.36123682553378206 Movie Vector: [2.0775566525294087, 0.5289669793394772] User Vector: [0.9740662667478706, 0.19349679834267675] Predicted: 2.1260312694177097 Movie Vector: [0.09104728698730469, -0.7032871246337891] User Vector: [-0.2490126454270738, 0.6511453716243275] Predicted: -0.48061408191994004 Movie Vector: [0.27886160829116613, -1.9020928192306084] User Vector: [0.8197360421640765, 0.2915547423467514] Predicted: -0.3259712707382765 Movie Vector: [0.5423140600073318, 0.10574738200745756] User Vector: [0.8019721395649959, -0.21856113038483876] Predicted: 0.4118084996734722 Movie Vector: [1.2596516433868672, 0.6308496674117051] User Vector: [-0.08758064484604067, -0.9533840740085836] Predicted: -0.7117631292131281 Movie Vector: [-0.09940132968588221, 0.27275830071834495] User Vector: [0.5713805741032331, -1.2142062747413505] Predicted: -0.3879808290425467 Movie Vector: [0.5821211672698186, 1.8653445778564857] User Vector: [-0.21470138670883732, 0.40278106608606956] Predicted: 0.6263432558415076 Movie Vector: [0.22528021587533123, -0.16813485462606897] User Vector: [-0.35505631753150974, -0.9751061630338026] Predicted: 0.08396216910527364 Movie Vector: [0.353350520088783, 0.09183320789981735] User Vector: [-1.5086604235733312, -0.25774311655893345] Predicted: -0.5567553225147035 Movie Vector: [-0.8292257474381471, 0.19316731353795003] User Vector: [-0.18577724890915842, 0.5345253233470872] Predicted: 0.2573040988126605 Movie Vector: [-0.18245091221829643, 0.43730669696254404] User Vector: [-0.5837625787948004, 0.11864672567302768] Predicted: 0.15839302272950928 Movie Vector: [-0.1945580598787999, -0.31318715055297214] User Vector: [0.6927198346993465, -0.738128599099823] Predicted: 0.09639816561506284 Movie Vector: [-0.4762795781283278, -0.7560907256797373] User Vector: [0.3369062136567305, 0.7028109574175422] Predicted: -0.6918503961187403 Movie Vector:
avg loss: 14.796606080340167: 14%|██████▍ | 10003/70000 [00:16<01:37, 617.97it/s]
[0.035077790439905, -0.293039042633183] User Vector: [-0.27184423833316973, -0.42646645986682097] Predicted: 0.11543562788998946 Movie Vector: [-0.5295635951647283, -1.8685381752935486] User Vector: [-1.0966537053862089, 0.23485210223141018] Predicted: 0.14191776030770842 Movie Vector: [0.08412479258191845, -0.2019659570059883] User Vector: [-1.4773622276735672, -1.00185941893192] Predicted: 0.07805870535864877 Movie Vector: [-0.8810867980277419, 0.8372966111151339] User Vector: [1.2427537452400936, 0.2619073534586269] Predicted: -0.8756797786535364 Movie Vector: [-1.0718690667796726, 0.38086057280104596] User Vector: [-0.014009278411808948, -0.20813233651210294] Predicted: -0.0642532887248973 Movie Vector: [0.35797317526098105, 0.8049438169531242] User Vector: [0.4508458051809295, -0.45344397119758095] Predicted: -0.20360621651645236 Movie Vector: [-0.8778084117032456, 2.1996524507148494] User Vector: [-0.8860077610044909, -1.0367540111945688] Predicted: -1.5027534360684827 Movie Vector: [-0.8466738281022916, -0.34982981163077354] User Vector: [-0.7937355523991765, -0.9625455057534831] Predicted: 1.0087622316144866 Movie Vector: [1.864407591312034, -1.1178609553809944] User Vector: [-1.140932477379552, 0.07861671033491086] Predicted: -2.2150457229247764 Movie Vector: [-0.1708234388521711, -0.921907356285833] User Vector: [0.43680160252265676, 0.2238557553592397] Predicted: -0.28099021945166425 Movie Vector: [0.060395285582589116, -0.42419552722813225] User Vector: [0.206542992696106, 0.04077169248886926] Predicted: -0.004820946562335237 Movie Vector: [-1.096326319522544, 1.063963172279116] User Vector: [0.6963720960203628, 0.6207494796450866] Predicted: -0.10299647149440683 Movie Vector: [-0.20260693794601234, 0.7554113206504137] User Vector: [0.5560840972205775, 0.0763579938060465] Predicted: -0.05498480323509214 Movie Vector: [0.6796109200911392, -0.7620453267463967] User Vector: [-0.4982316882608667, -0.04357471212452387] Predicted: -0.3053977903387163 Movie Vector: [-0.6362096149388969, 0.20243650350061337] User Vector: [-0.35148499362704694, 1.658867198030659] Predicted: 0.5594334077934504 Movie Vector: [0.06417704574221592, -0.5300096639238038] User Vector: [0.7349310425485751, -0.2355149550493618] Predicted: 0.17199090530975633 Movie Vector: [0.17887762771005214, 1.8041078558853305] User Vector: [-0.3515114577205023, 0.17054320067721548] Predicted: 0.24480079243964714 Movie Vector: [1.0082464506318098, -0.2889797105481149] User Vector: [0.13146994615511576, -1.0548367777037906] Predicted: 0.4373805332719982 Movie Vector: [0.25703395899649173, 0.6027073157407878] User Vector: [-0.7928064500561709, 0.43809150671806163] Predicted: 0.060262775486988246 Movie Vector: [1.2705113607436878, 0.5289486366406811] User Vector: [0.6211307071088236, 1.2896973753416543] Predicted: 1.4713372882545532 Movie Vector: [0.33573884059752823, -0.4212634333094288] User Vector: [0.8141821639267592, 0.4889990880487464] Predicted: 0.06735514103536225 Movie Vector: [-0.023896037646344848, 0.027383513334700196] User Vector: [0.025744261715413025, -0.6216186989019679] Predicted: -0.017637289777609887 Movie Vector: [-0.9328028483167216, -1.7960953508147317] User Vector: [-1.2505264884412521, 0.14014829175240529] Predicted: 0.9147749750723859 Movie Vector: [0.4798238591527556, -0.33472574457503035] User Vector: [-0.5815460256894681, -0.35727162148856567] Predicted: -0.15945164880297957 Movie Vector: [-1.1611582126247089, -0.7112123039029411] User Vector: [-1.3137929987862202, 0.2705698972195402] Predicted: 1.3330888902611726 Movie Vector: [1.1768799881759338, -1.1705770596976155] User Vector: [-0.2220143358127017, 0.025486329395450542] Predicted: -0.2911179414323516 Movie Vector: [-0.002349940204304018, -0.0657107569432017] User Vector: [-1.0668497763265983, -0.5384032936612974] Predicted: 0.037885921148539385 Movie Vector: [0.1746581928220906, 0.7826208594834899] User Vector: [0.10340150313420829, -0.9529118334692066] Predicted: -0.7277087584491502 Movie Vector: [-0.11128625776119745, -0.4316755106597747] User Vector: [0.4757778610962153, 0.5490301490474858] Predicted: -0.28995040764471025 Movie Vector: [0.5695379946317017, -0.31966712970506345] User Vector: [-0.1185524053047905, -0.43547822219307536] Predicted: 0.07168797416146915 Movie Vector: [0.03770724941538528, -0.7957534743373295] User Vector: [0.19420278675360375, 0.9289376671872182] Predicted: -0.7318825231897618 Movie Vector: [-0.7347024137994256, 0.699702240292274] User Vector: [-0.8342640290890925, -0.009588853288686828] Predicted: 0.6062264537898624 Movie Vector: [-0.14290725329654208, -0.38386647290401954] User Vector: [0.5326702084705919, 0.4226434112663296] Predicted: -0.23836107198435763 Movie Vector: [1.7919908401391256, 1.0110786322526082] User Vector: [-0.06959217537354002, -1.0825775269945341] Predicted: -1.219279546115784 Movie Vector: [1.2365009120682282, -0.6550024257513754] User Vector: [-0.9539433383077986, 0.41251078082073195] Predicted: -1.4497473699651768 Movie Vector: [0.5285809226762714, 1.338341498932684] User Vector: [-0.2742420062512625, 0.767650496430381] Predicted: 0.882419423348171 Movie Vector: [0.4601298868671783, 0.3556143908159905] User Vector: [0.36629485928844496, -0.5983149981462252] Predicted: -0.0442262114174192 Movie Vector: [0.5126312229801844, -0.1300362637866811] User Vector: [1.079816760306335, 0.05459683792664698] Predicted: 0.5464482176117891 Movie Vector: [1.3537539216295287, 0.5916418424297547] User Vector: [-0.5862698357282415, 1.2794010044885074] Predicted: -0.03671792174814714 Movie Vector: [1.3774210896955645, -0.8157780802487622] User Vector: [3.096736396345897, 0.4435132646137186] Predicted: 3.90370162198324 Movie Vector: [-1.3897037506103516, 0.46942710876464844] User Vector: [-0.10013146909721979, 0.769908026276537] Predicted: 0.5005687769482225 Movie Vector: [-0.4985700754260858, -0.07903938642483355] User Vector: [-0.23854987653439755, 0.5763327157896797] Predicted: 0.07338084570406378 Movie Vector: [-0.018083146105197574, -0.11297405902880976] User Vector: [0.5230473046083916, 0.27033643474501345] Predicted: -0.03999934516568445 Movie Vector: [0.18566697054189707, -0.08562540307172234] User Vector: [1.2698405851730172, 0.09747296015412722] Predicted: 0.22742129301843286 Movie Vector: [0.43628637206931437, 1.023691898725605] User Vector: [0.048127946594080026, 0.06261892390803023] Predicted: 0.08510005232624254 Movie Vector: [0.2937586902336405, 0.6638406812980714] User Vector: [-1.0874984800954386, -0.6042947877927516] Predicted: -0.7206175927771246 Movie Vector: [0.9881612281931184, -1.448922585226] User Vector: [-0.05908711491214592, -0.9632241090903486] Predicted: 1.3372495702532246 Movie Vector: [0.18678571309880126, 0.37886038951667556] User Vector: [-0.9407052386914101, -0.0027261333795994165] Predicted: -0.17674312277882254 Movie Vector: [0.039302742614172416, -0.8647545440409037] User Vector: [-0.36493292708420694, -0.8982941683831861] Predicted: 0.7624610990901778 Movie Vector: [1.6185627143853194, 0.06159686361113344] User Vector: [-0.16879320046897173, -0.16346781711009006] Predicted: -0.28327148555618414 Movie Vector: [1.5453149531962649, -1.0958736651617111] User Vector: [-0.23822668099167438, -0.07285792349590535] Predicted: -0.2882921727292215 Movie Vector: [-0.4754784162314437, 0.23973173393893316] User Vector: [0.6760535861137619, -0.7649568626432524] Predicted: -0.5048333234829127 Movie Vector: [-1.2553081056392004, 0.9862735911246012] User Vector: [-0.6242851046622181, 1.2772984820746565] Predicted: 2.0434359129660726 Movie Vector: [-0.0294357019130118, -0.9653239448609248] User Vector: [0.29784439780355887, -0.3473252772045901] Predicted: 0.3265141478308431 Movie Vector: [-0.6619399843295342, 0.41194350759161913] User Vector: [-0.0030449318041469026, -0.014027227074585175] Predicted: -0.003762863012167243 Movie Vector: [-0.9254528259285955, -0.2875807606974501] User Vector: [0.11211571626869307, -0.377144614417494] Predicted: 0.004701728655258808 Movie Vector: [-0.6853540094119833, -0.3254370216426393] User Vector: [-0.4711916912011073, -0.9193044411565476] Predicted: 0.6221088140791299 Movie Vector: [0.07700683845968845, -0.06382690315831716] User Vector: [0.19005177207189777, 0.34118060014476836] Predicted: -0.0071412150140184975 Movie Vector: [-0.8261656558569809, 0.6178225477273458] User Vector: [0.5796366031165141, -0.8724358594440798] Predicted: -1.0178863997829053 Movie Vector: [1.1373348291003036, 1.5856711139736517] User Vector: [-0.8197851715702082, -0.5716929504990365] Predicted: -1.8388872256754567 Movie Vector: [-0.29129666368085116, 0.8222603836794247] User Vector: [0.7657019687330925, 1.349886346567239] Predicted: 0.8869116363861854 Movie Vector: [-0.2730911330132304, 0.5638502413382612] User Vector: [-0.39989606827200713, 0.5872518421888804] Predicted: 0.4403301633164773 Movie Vector: [0.5718653231221433, 0.945307918030259] User Vector: [-0.6478253273996533, -0.2812384470672004] Predicted: -0.6363257710472694 Movie Vector: [-1.680833907389108, -0.9680616258560312] User Vector: [-0.6816590153426044, -0.9545566253382182] Predicted: 2.0698252249618836 Movie Vector: [0.3839351927521803, 0.4680868257870135] User Vector: [0.2938119259940332, -0.3835172115259123] Predicted: -0.06671461573844241 Movie Vector: [-0.6602849404411464, -1.860561689252584] User Vector: [-0.3087737511714859, -0.8425400435886263] Predicted: 1.7714763846642543 Movie Vector: [0.24278728498158364, -1.8968145076033345] User Vector: [0.36407289468780735, -0.2978563124120925] Predicted: 0.653370444201127 Movie Vector: [-0.8421115087564336, 0.25484479980330804] User Vector: [-0.1804373988722377, 0.5685830344102154] Predicted: 0.29684883977621523 Movie Vector: [-0.19621272096960832, -0.14705395907548646] User Vector: [0.47978070647337573, -0.6499638710158709] Predicted: 0.001440682603050622 Movie Vector: [0.19096028213413624, -0.21210749530002446] User Vector: [-0.42772688015479887, -0.12263150468338285] Predicted: -0.05566778440744871 Movie Vector: [0.13041853056815414, 0.26720447880918086] User Vector: [-0.20579658818931712, -1.1243172784410302] Predicted: -0.3272623010295824 Movie Vector: [-0.6862406421421197, -0.6561393179246117] User Vector: [-0.09461065223771147, -1.0080945782124373] Predicted: 0.7263761636968996 Movie Vector: [-0.0638691142673837, -0.9147502554580204] User Vector: [-1.0583419214071192, 0.42589948868004934] Predicted: -0.32199630495720166 Movie Vector: [1.6396238135385537, -0.8721546380318977] User Vector: [-0.33311936585578017, -0.9781567313007083] Predicted: 0.3069134849180346 Movie Vector: [-0.25215511734348667, -1.1096693882918387] User Vector: [-0.8174648113341714, 0.5723168620072464] Predicted: -0.42895456674654664 Movie Vector: [-1.2049066129375379, 0.8357295510136798] User Vector: [0.28579688253397106, -0.5565593419440626] Predicted: -0.809491642677495 Movie Vector: [1.1893055754220034, 0.19371090457899176] User Vector: [-1.2123372806613555, 0.5260276892211799] Predicted: -1.3399421876698687 Movie Vector: [1.4010637313880099, 1.1280161804579043] User Vector: [0.48338561768157806, 0.9928674114467836] Predicted: 1.797224562369577 Movie Vector: [0.821137715166173, -1.0220119048721097] User Vector: [1.3762561790714558, 0.41542074815797514] Predicted: 0.7055309042177336 Movie Vector: [0.789586091071393, 0.3260678458968944] User Vector: [-0.9077026753447168, -1.0096345922810552] Predicted: -1.0459187839285535 Movie Vector: [0.0345616932466368, 0.6742959813114582] User Vector: [0.06481360145096768, 0.2557053058583386] Predicted: 0.1746611279518531 Movie Vector: [0.19077656791029168, -0.5705795664677072] User Vector: [0.323415145212691, -0.37103257599413564] Predicted: 0.27340363777001636 Movie Vector: [-1.8693266612652937, -0.9046311694669952] User Vector: [-0.38406020018327364, 0.7937939579731095] Predicted: -0.000156784783569619 Movie Vector: [1.6784176030165188, 0.3342113556212507] User Vector: [0.36719080728215436, -0.4518302680864323] Predicted: 0.4652927082003343 Movie Vector: [0.7381694398334111, -0.8938072457909138] User Vector: [-0.8803221508413555, -0.34811256629703796] Predicted: -0.3386813748523446
avg loss: 14.79038266740759: 14%|██████▋ | 10128/70000 [00:16<01:41, 590.83it/s]
Movie Vector: [0.039135111385117285, -0.021637105168085424] User Vector: [0.07694022945026116, -0.7289188637070131] Predicted: 0.018782758562562417 Movie Vector: [0.7584094110557139, -0.535847977956789] User Vector: [0.5197597891793325, 0.2497977541426439] Predicted: 0.2603370941464567 Movie Vector: [0.1143269752413551, 0.7041535015505017] User Vector: [-1.2864982800076699, 0.459376919326844] Predicted: 0.17639040926899674 Movie Vector: [0.05288122858604086, -0.0490800742953226] User Vector: [-0.7470987196503163, 0.37212816357588163] Predicted: -0.05777157608585306 Movie Vector: [0.2465422001914628, -0.3165986852525349] User Vector: [0.08121274154252363, -0.5039167130159447] Predicted: 0.1795617368011014 Movie Vector: [1.1809424192610052, -0.4861460750830204] User Vector: [0.8466301482684314, -0.3475236033689533] Predicted: 1.16876869129195 Movie Vector: [-1.0365268264885157, 0.21168369320219993] User Vector: [0.22931425921792992, -0.03578515658460074] Predicted: -0.24526551548337308 Movie Vector: [-0.3638522366079691, 0.5244406163653068] User Vector: [0.9439461912053796, -0.3875846694673436] Predicted: -0.5467220758568485 Movie Vector: [0.06973452822679146, -0.4223519559493496] User Vector: [1.022949468039956, 0.24590661827836893] Predicted: -0.03252424265714558 Movie Vector: [0.8230108062662143, 0.6685910162411866] User Vector: [1.1692362384537172, 0.6765069078347595] Predicted: 1.414600500328894 Movie Vector: [1.2797082256422982, -0.7245302241918703] User Vector: [-0.2714695835246117, -0.16570048389920816] Predicted: -0.22734685029993984 Movie Vector: [1.0407913555553416, 0.7921152395410167] User Vector: [0.21354071235143687, 0.2559389764418152] Predicted: 0.4249844911065963 Movie Vector: [-0.6912498722738121, -1.9450546065327308] User Vector: [1.1105701371444234, 0.6198266830792699] Predicted: -1.9732782106274296 Movie Vector: [-0.7128781131712364, 0.5347528076846194] User Vector: [0.14401239620660505, 0.770714303203778] Predicted: 0.3094783522798822 Movie Vector: [-1.332391484695618, -1.3723421667697726] User Vector: [-0.0928326652741675, -0.05056576009039579] Predicted: 0.19308297747971362 Movie Vector: [-0.19918333092310753, -1.0620560916468236] User Vector: [0.23028090786366193, -0.997062256338616] Predicted: 1.0130679248192724 Movie Vector: [1.3493958176882035, 0.8306828392000096] User Vector: [0.8858744670086478, -0.30388263944809735] Predicted: 0.9429652070578975 Movie Vector: [-0.04399105926126182, 0.08114518480235042] User Vector: [0.44420939164029977, -1.6742225012301646] Predicted: -0.15539633593463253 Movie Vector: [-0.25705815568126017, 1.4225314240367508] User Vector: [0.6222659125141132, 1.1046818965470897] Predicted: 1.4114861835885557 Movie Vector: [-0.44845117781241817, 0.4236867386620491] User Vector: [0.4645014071442165, -1.6542878589782102] Predicted: -0.9092060309080511 Movie Vector: [-0.1146140256576021, 0.051678698544241564] User Vector: [0.15076609777757452, 0.07478332930976517] Predicted: -0.013415204267441375 Movie Vector: [0.3390283681092517, 0.8270368600163402] User Vector: [-0.29675404989947535, -0.7856065567966108] Predicted: -0.7503336212085483 Movie Vector: [1.069278524026426, -0.3367733455094074] User Vector: [-2.6128671391375997, 0.886694817105174] Predicted: -3.092497898016564 Movie Vector: [-0.002467864431983935, 0.6820914430838351] User Vector: [0.291653867663798, -0.5503395281626344] Predicted: -0.37610164515698624 Movie Vector: [1.249408807525519, 1.7044981563546413] User Vector: [0.2369472898968198, 0.801271588352124] Predicted: 1.6618099760019396 Movie Vector: [0.3415083524361766, -0.6566663680308703] User Vector: [-0.34862465684201743, -0.14373830276056002] Predicted: -0.024670122956046245 Movie Vector: [0.27996294881465295, 1.3293216591526864] User Vector: [0.9168008780664922, 0.34033672120931] Predicted: 0.7090872522079035 Movie Vector: [0.327572424524903, -0.5048580223770107] User Vector: [-0.5614387591313799, -0.17495627907283157] Predicted: -0.09558377449576899 Movie Vector: [-1.1539756917802764, 0.7207620537986358] User Vector: [-0.18637503043457182, 0.39819929138411003] Predicted: 0.5020791937554776 Movie Vector: [0.5429754928246647, -0.23837445854939066] User Vector: [-1.158609390258789, -2.4554920196533203] Predicted: -0.043769924009840255 Movie Vector: [0.41721128306584987, -0.10879986653945037] User Vector: [0.7204635983140861, 0.015913973832403033] Predicted: 0.2988541040257812 Movie Vector: [0.004503353254770949, 0.38259677891047283] User Vector: [-0.07582537491571448, 1.5554896088390384] Predicted: 0.5947838455216066 Movie Vector: [-1.323141839347461, -0.793372998308221] User Vector: [-0.5931245867159632, -0.3314035783849602] Predicted: 1.0477146072629115 Movie Vector: [0.8765702163703838, 0.656284413584174] User Vector: [0.13269987251450965, -0.8216296150093343] Predicted: -0.42290195410742554 Movie Vector: [0.03424020181700914, -0.35623883029866243] User Vector: [0.38648896505366764, 0.5749167620815279] Predicted: -0.19157421467953334 Movie Vector: [-0.9007939751920522, 0.05975287581306592] User Vector: [0.20393774950223625, 0.32967124650251034] Predicted: -0.16400709101443722 Movie Vector: [-0.016299904356154082, -0.014621110200286176] User Vector: [-0.3403573134596975, 1.3868741097751602] Predicted: -0.014729847536635782 Movie Vector: [0.390817550066504, -0.1197835013994965] User Vector: [0.17602324367475716, 0.2549189787411043] Predicted: 0.03825788500093455 Movie Vector: [-0.4751349419079452, -0.26337823635370583] User Vector: [-0.48913735870544717, -0.015009233202313621] Predicted: 0.23635935588336526 Movie Vector: [-0.5351730599440075, -1.3897563367218384] User Vector: [0.27359356862700535, -0.9602338117587575] Predicted: 1.188071117323183 Movie Vector: [-0.25399401857462756, -0.1931801639080292] User Vector: [0.8805054226966138, -0.20558375575866106] Predicted: -0.18392840705317762 Movie Vector: [0.2561464578451288, -0.06586054867361144] User Vector: [-0.026232806039045577, -0.5540134277627048] Predicted: 0.029768187978760102 Movie Vector: [2.1641639916688047, -0.296382339069053] User Vector: [0.676312297681466, -0.8046572569194067] Predicted: 1.702136921719684 Movie Vector: [-0.6278618496147559, 0.7836306547148708] User Vector: [-1.4339473937962481, 0.35394145820417594] Predicted: 1.1776802395424455 Movie Vector: [1.2472586346727896, 0.49735525415954873] User Vector: [-0.4034939140912118, -0.11142277439859835] Predicted: -0.5586779706683617 Movie Vector: [-0.5135380720549861, 0.19715533403836677] User Vector: [0.905053125441342, 1.0335315370850107] Predicted: -0.26101298171330434 Movie Vector: [0.304187529494789, -1.6158159923270234] User Vector: [0.009976646314523066, 0.639314999157232] Predicted: -1.0299806283777349 Movie Vector: [-1.17492544476319, 0.7655222170727445] User Vector: [-0.6663124703418086, -1.6087218927489877] Predicted: -0.44864487442305745 Movie Vector: [1.4669309017943721, -0.011884401629110693] User Vector: [-0.5977357945181737, -0.19031130523966955] Predicted: -0.8745753721012915 Movie Vector: [0.6947425518791439, 0.6161889068913983] User Vector: [-1.213184524760623, -0.5580815922299037] Predicted: -1.1867345989048372 Movie Vector: [0.05906233689099512, -0.3072624398748084] User Vector: [-0.6195004482017966, -0.23402335239552557] Predicted: 0.03531744206891429 Movie Vector: [-0.35158539114358767, -2.0156456142635713] User Vector: [-0.4310841462141186, -0.24577072145307657] Predicted: 0.646949564973778 Movie Vector: [0.19109857532303032, 0.7138494661389428] User Vector: [-0.6047616587993774, 1.4493139869835479] Predicted: 0.9190229244693547 Movie Vector: [2.203531272176087, 0.5539916479951861] User Vector: [-0.6818412459549152, -0.22427802676884034] Predicted: -1.6267066617799408 Movie Vector: [0.9837401075360483, -1.5209946437859594] User Vector: [-1.0673745065383489, -0.5530761859084905] Predicted: -0.20879319547089026 Movie Vector: [-0.8502929891067655, -0.786506620365739] User Vector: [0.07267374265524437, -0.7652955581142327] Predicted: 0.5401160491214336 Movie Vector: [0.04046384441192129, 0.2569695529199396] User Vector: [-1.3847147089648337, -1.06489567597437] Predicted: -0.32967664629996263 Movie Vector: [-0.29152870178222656, 0.8913135528564453] User Vector: [-0.7422019326411379, 0.36758336239321227] Predicted: 0.5440051985887429 Movie Vector: [0.23651848258787517, 1.3612138586199911] User Vector: [-1.4429382885431508, -0.05588777363418236] Predicted: -0.41735678647243757 Movie Vector: [0.30787357384282604, 0.029654045772455485] User Vector: [-0.24615748338772253, -0.2500420062222708] Predicted: -0.08320014123628604 Movie Vector: [0.6401574380715742, -0.416813597958439] User Vector: [-0.9720586336321557, 0.7759304123068673] Predicted: -0.9456889114803162 Movie Vector: [-0.7007346757083438, -0.4409786468831296] User Vector: [0.6796853680772802, -0.843872898442374] Predicted: -0.10414917708687649 Movie Vector: [-0.19310959551863752, -1.2539866775019897] User Vector: [1.6015924109341557, 0.10621838299049302] Predicted: -0.4424792998370965 Movie Vector: [1.3319570002902852, -0.7379395525071228] User Vector: [-0.7548222613391875, -0.14756653034355938] Predicted: -0.896495615598919 Movie Vector: [0.3633548498459617, 0.2442233764007357] User Vector: [0.6341629795851876, -0.3986699988791814] Predicted: 0.13306166102909234 Movie Vector: [0.4761932593776873, -0.2586363081001611] User Vector: [1.3097155455319287, 0.0790835312576705] Predicted: 0.6032238419284673 Movie Vector: [1.3335581036536743, -0.13427257296484782] User Vector: [-0.012624609968483191, -0.4159071714100025] Predicted: 0.03900927509081531 Movie Vector: [0.14797964082618142, -0.3347378305100739] User Vector: [-0.01787287239802514, -0.4919870725379312] Predicted: 0.16204186406235752 Movie Vector: [0.1728214580186322, 1.172156729551943] User Vector: [-0.3222209764640503, -0.13386559275288382] Predicted: -0.2125981543574571 Movie Vector: [0.9722167011119556, -0.02257204487036718] User Vector: [0.22114286654754758, 1.1067095142184011] Predicted: 0.19001809137589815 Movie Vector: [-1.7937302035151959, 0.02886275886548932] User Vector: [-0.39219831789628273, 1.3712448846666736] Predicted: 0.7430758790300867 Movie Vector: [0.3706616168932228, -0.2790925995978949] User Vector: [-0.6089630944411896, -0.28884226401908064] Predicted: -0.14510550687504492 Movie Vector: [-0.2916398296651853, 0.0015698202455510235] User Vector: [-0.7260084605717309, -0.3292973516524817] Predicted: 0.2112160461271926 Movie Vector: [-0.6826139910107376, -0.08303844897664203] User Vector: [1.934587494270594, -0.402473734518871] Predicted: -1.2871556957552288 Movie Vector: [-0.08777851909357985, 0.38473362440633335] User Vector: [-0.4491486931005315, -0.5507095850150616] Predicted: -0.17245088750497098 Movie Vector: [0.42385420485743197, -0.26346579198459263] User Vector: [-0.20008679345367142, 0.9554079322203644] Predicted: -0.3365249362725794 Movie Vector: [-0.6447891102502977, 1.0334595962132072] User Vector: [-0.28680041182549315, -2.228334149417648] Predicted: -2.1179675279248844 Movie Vector: [2.264531332684783, -0.4157965646909703] User Vector: [-0.905598221273566, 0.06848198030871923] Predicted: -2.079230119053198 Movie Vector: [-0.14099994796035237, -1.453786172190701] User Vector: [0.28126076652328286, -0.798935044551215] Predicted: 1.1218229668040463 Movie Vector: [0.001971600300243931, -0.30098010892544047] User Vector: [0.7596205461638803, 0.9549958471832186] Predicted: -0.2859370860116603 Movie Vector: [-0.5416853011268951, -0.12612667666975752] User Vector: [-0.41906300839919797, 0.6268257518108709] Predicted: 0.14794082296893474 Movie Vector: [-0.4345889859855403, -0.2739164439807435] User Vector: [-0.5652508134332541, -0.5054500536864189] Predicted: 0.3841028591531195 Movie Vector: [0.884466601037489, 0.19310829839365012] User Vector: [0.3836539948096983, 0.3560503473790023] Predicted: 0.40808542148861543 Movie Vector: [-0.14957367008919892, 1.072109465771434] User Vector: [-0.44231926268178867, -0.11388313438210214] Predicted: -0.05593587089230839 Movie Vector: [0.5696264850444387, -0.10543324046476245] User Vector: [0.4674392687614813, -0.7885325375521286] Predicted: 0.3494033282823682 Movie Vector: [-0.0036643000255875413, -1.197022391435682] User Vector: [0.2540400577200471, -1.011011060693799] Predicted: 1.2092719986496128 Movie Vector: [0.22041453664202496, -0.3419626335636943] User Vector: [0.5054140442031596, 0.34942999906449457] Predicted: -0.008091400360842452 Movie Vector: [-1.0233022694047458, -0.5389652519809504] User Vector: [-0.5398545396083658, 0.10349927820959076] Predicted: 0.49665186096961644 Movie Vector: [0.009976926966815125, 0.37834800336864965] User Vector: [0.6132601650707132, 0.18373582686532602] Predicted: 0.0756345351203515 Movie Vector: [0.07023039922337598, -0.5069590224693377] User Vector: [0.09512965264124784, 0.696908134546692] Predicted: -0.3466228731577447 Movie Vector: [-0.12745528070545975, -0.10234641305286023] User Vector: [1.755432851971086, -1.425085191801088] Predicted: -0.07788682923197182 Movie Vector: [-0.03184158697192629, 0.048707504728123345] User Vector: [0.07818621521425607, 1.1279432456794307] Predicted: 0.05244972780023518 Movie Vector: [2.0922535536719407, 0.5173890703753825] User Vector: [0.2194077069981002, -0.3108410101203266] Predicted: 0.2982308134090864 Movie Vector: [0.5077634735812988, -0.7316170880062436] User Vector: [0.6098447167962027, -0.41178698625353777] Predicted: 0.6109272675073236 Movie Vector: [1.0884120535591872, -0.5909648165965382] User Vector: [-0.37498947738955024, -1.0291237983916022] Predicted: 0.20003288962297916 Movie Vector: [-0.38764110354090325, -0.6393120464353196] User Vector: [-0.37015855469471615, -0.16340921864721528] Predicted: 0.24795815260671336 Movie Vector: [0.4669539321100067, 0.22390256503189931] User Vector: [0.2910568306123214, -0.38532484634366154] Predicted: 0.04963491005503136 Movie Vector: [0.28641539575013236, 0.11940476294079425] User Vector: [-0.44456910337460204, 0.1520729741472273] Predicted: -0.10917319825356692 Movie Vector: [0.8544713352502646, 1.0667520341382828] User Vector: [-0.7744216165629073, 0.4660911277441395] Predicted: -0.16451741413630883 Movie Vector: [0.35292858414176886, -0.09367496158661195] User Vector: [-0.7328012342543794, 1.4541990530392244] Predicted: -0.39484854249547563 Movie Vector: [-1.0030384718943304, 0.20645773814384194] User Vector: [-0.6186465587936422, 0.14801919576510097] Predicted: 0.6510860073345941 Movie Vector: [0.5179695493924753, 0.1972444485483048] User Vector: [0.8149821068709505, 0.08206520546475624] Predicted: 0.43832282085577556 Movie Vector: [0.7778078536861989, 0.23939503774644244] User Vector: [-0.16181080249510338, -0.15561493968829654] Predicted: -0.16311115735254791 Movie Vector: [-0.6296238944236309, -0.7138144370830759] User Vector: [0.9247638861375764, 0.09700082959355871] Predicted: -0.6514940319851895 Movie Vector: [0.40635659953160214, -0.0972796630565926] User Vector: [0.2814997601146239, 1.1578630623838726] Predicted: 0.0017527567147627293 Movie Vector: [-0.14524011145384957, -0.278970679918404] User Vector: [-0.5058379028170568, -0.7737030779635712] Predicted: 0.2893084270971903 Movie Vector: [1.024523269620661, -0.6301293155695631] User Vector: [-0.7703704248358458, 0.49070072843035417] Predicted: -1.0984673406271834 Movie Vector: [0.16113711534677638, -1.4809616317271859] User Vector: [-0.5740781042810321, 0.8181369191413526] Predicted: -1.3041346764554216 Movie Vector: [0.24501226457407801, -0.6328005556262927] User Vector: [-0.8563730911856271, 0.40109159576194975] Predicted: -0.4636328950468921 Movie Vector: [-1.8770226708263344, 1.4910101653074617] User Vector: [-0.471585380904139, -1.1977680110455784] Predicted: -0.9007078289617161 Movie Vector: [-0.41524528638664115, 0.1322211434021923] User Vector: [0.3013285689206676, -0.7271661678200972] Predicted: -0.22127201005050307 Movie Vector: [0.09723907699410271, 1.1407562901747388] User Vector: [-0.8712135427577354, -0.3320905243882256] Predicted: -0.4635503553658203 Movie Vector: [0.7853658266303659, -0.581895941107898] User Vector: [-0.04913611276037726, -0.31197858577740334] Predicted: 0.14294924896099664 Movie Vector: [-0.4433849728837519, 0.7600334040850677] User Vector: [-0.12306844300961181, 0.32065584729963204] Predicted: 0.2982758534295833 Movie Vector: [0.02590237995935949, -0.8310102248914149] User Vector: [-1.1311632347778573, 1.923518951213873] Predicted: -1.6277637361344133 Movie Vector: [-1.2851094404657402, 0.13427570955012286] User Vector: [0.9903363130275112, 1.4898972865493831] Predicted: -1.072633529799468 Movie Vector: [0.4583856067544961, -0.06469152123551007] User Vector: [0.10109385824885703, -0.09560377577201498] Predicted: 0.052524723243105594 Movie Vector: [1.1310146909696275, -0.6476770099219343] User Vector: [0.3466098177815392, -0.6614761437099205] Predicted: 0.8204436868379594 Movie Vector: [-1.2322874471442034, 0.6641870934181198] User Vector: [-0.6664512155052983, 1.9303508679643304] Predicted: 2.1033735992715488 Movie Vector: [-0.4043454493907995, -0.691176420054523] User Vector: [1.2653097615316613, -0.5569241229283285] Predicted: -0.1266894226174778 Movie Vector: [0.732146069285641, -0.0685245197695267] User Vector: [0.7291209296953302, 1.068692860374602] Predicted: 0.4605913576720366 Movie Vector: [-0.6979356754804766, 0.6205302511231474] User Vector: [-0.5129601809862891, 0.6049626178058333] Predicted: 0.7334108155584236 Movie Vector: [-1.2486850735823891, 0.7832264451314549] User Vector: [0.6620859050116534, -0.20137203063468148] Predicted: -0.9844566867202431 Movie Vector: [-0.537925959047338, 0.19659758857780937] User Vector: [-0.22658369869414435, -1.1342787465182598] Predicted: -0.10111121291600948 Movie Vector: [0.6395547693675848, 1.283622854985485]
avg loss: 14.783878081056631: 15%|██████▌ | 10246/70000 [00:17<01:45, 566.32it/s]
User Vector: [1.2329970012335185, 0.19441775878325152] Predicted: 1.0381281913440632 Movie Vector: [-0.8605145960993247, 0.2831927716926892] User Vector: [-0.3545621435112568, 1.8721803781057167] Predicted: 0.8352938501001248 Movie Vector: [-0.9458933119852481, -0.21742952233118473] User Vector: [-0.3391566218648565, -1.6994283058010855] Predicted: 0.6903118651039021 Movie Vector: [0.6162086882823241, 1.0870196146890114] User Vector: [0.2547585104423465, 0.646777118104999] Predicted: 0.8600438212606024 Movie Vector: [0.5127547732744153, 0.5865953544454615] User Vector: [0.26836280472889185, 1.0006206702973064] Predicted: 0.7245637458525529 Movie Vector: [0.302300599279177, 0.7298062543373581] User Vector: [-1.3033280580027158, 0.596458243782573] Predicted: 0.04130210377201138 Movie Vector: [0.668715797684525, -0.02820963542791953] User Vector: [0.09251766727566771, 0.20086473818326156] Predicted: 0.0562017046376853 Movie Vector: [-0.4886956137693422, -0.037585240863125105] User Vector: [-0.10645799846394335, 0.672490059849433] Predicted: 0.026749856022494127 Movie Vector: [0.8079135636625614, 0.4574447450958863] User Vector: [0.615022054914252, 0.25055073958100044] Predicted: 0.6114977793180614 Movie Vector: [-0.7604499183563651, 0.0535764789199153] User Vector: [0.9762520930533918, -0.43099113751599105] Predicted: -0.7654818120514781 Movie Vector: [1.1899520002464046, 1.051813347604435] User Vector: [0.21052398980083692, 0.24434468346911942] Predicted: 0.5075184422523601 Movie Vector: [0.6804453623545718, -0.12155137847463615] User Vector: [0.20314717379761554, -0.11000646235879658] Predicted: 0.15160198942685557 Movie Vector: [1.1324188348293722, 0.7653500986807152] User Vector: [-0.9629181855677144, -0.07679412556230371] Predicted: -1.1492010813138127 Movie Vector: [-0.2385392631202408, -0.029726263909819167] User Vector: [-1.2668269026521248, 0.5805352830112332] Predicted: 0.28493081082778143 Movie Vector: [0.23290999366973114, 0.563862299286947] User Vector: [-0.2977773156227847, 0.45292866514765334] Predicted: 0.18603408584643116 Movie Vector: [0.7705395144269318, 0.8976665964818923] User Vector: [-0.4172507909320936, 0.008435189511874379] Predicted: -0.3139362339792646 Movie Vector: [0.4724828237151959, 0.20844480501019333] User Vector: [-0.9134060332011334, 0.06578293879791583] Predicted: -0.41785654991463844 Movie Vector: [0.8432787905228415, 0.2144111707896203] User Vector: [-1.1850831802525768, 0.7753531321755511] Predicted: -0.8331111380671964 Movie Vector: [-0.23030450546459563, 1.0513238447290834] User Vector: [0.24993043043758784, 2.0266398815762874] Predicted: 2.0730947279975944 Movie Vector: [-0.4756914087835079, -0.31067043232741887] User Vector: [0.44928641578880574, 0.4462707570861647] Predicted: -0.35236481711291323 Movie Vector: [-0.8186244964599609, -0.27266502380371094] User Vector: [0.2577803309437955, 0.5771991343879321] Predicted: -0.3684073093335135 Movie Vector: [-0.8802996050398513, 0.3751807379119565] User Vector: [0.5164682028640237, -0.425880452140168] Predicted: -0.6144288972930678 Movie Vector: [1.0448125631708578, 0.32413884584173347] User Vector: [1.7320441824983674, -1.4438662608424209] Predicted: 1.3416483785020108 Movie Vector: [1.0574550200410573, -0.45945406667052857] User Vector: [0.5739633047497058, -0.1725270934337821] Predicted: 0.6862086526159291 Movie Vector: [-0.5524957607438494, 0.9065463794420222] User Vector: [0.5517851287647654, 0.6072996151559836] Predicted: 0.2456863228721584 Movie Vector: [-0.07214546203613281, 0.1279926300048828] User Vector: [-0.3209539060839609, -0.25142146232705304] Predicted: -0.009024726356184145 Movie Vector: [-1.102660675549255, 1.8213314947729577] User Vector: [-0.26529702230316926, 0.43860677073618404] Predicted: 1.0913809191964925 Movie Vector: [0.7295863131856309, 0.0451638356601551] User Vector: [0.12359820802223546, -0.5583462709207209] Predicted: 0.06495850168596957 Movie Vector: [-1.1403997097561662, 0.8376070295514846] User Vector: [1.3053096928581873, -1.9879913787564611] Predicted: -3.153730348411547 Movie Vector: [0.7232869046863669, -2.597063086625915] User Vector: [0.5550875707493746, 0.2723638934667158] Predicted: -0.3058586429749308 Movie Vector: [-1.0484253915210209, -0.638182063850049] User Vector: [-0.36094008558378426, 1.8742793397054407] Predicted: -0.8177127067009154 Movie Vector: [0.20932988596478938, -0.38879465578819505] User Vector: [2.0404028864585677, 0.32606391281022107] Predicted: 0.3003453967985972 Movie Vector: [-1.7075932625380044, 0.6758914153690149] User Vector: [1.4822448119214893, 0.622205777627549] Predicted: -2.1105277105775837 Movie Vector: [0.5184408013475043, -0.7388267669638401] User Vector: [1.0107834035982315, -0.2269891818520516] Predicted: 0.6917370411137433 Movie Vector: [1.2371408479739725, 0.3858019873261498] User Vector: [-0.28168277987449236, 0.1410835974757221] Predicted: -0.29405094086833916 Movie Vector: [-1.0703849746180296, 0.728996846345198] User Vector: [0.05143469867420564, 0.3648622803828138] Predicted: 0.2109285231145131 Movie Vector: [-0.3011578956103787, 0.6050665956542085] User Vector: [0.37557248364135176, -0.03310761988174116] Predicted: -0.13313893367465157 Movie Vector: [-0.927816462624488, 0.23707255367065688] User Vector: [0.07682849751614262, 1.1300201221007795] Predicted: 0.19661401125147754 Movie Vector: [0.2902779731843996, -2.618173543893401] User Vector: [0.7277821841055082, -0.347720339636921] Predicted: 1.121651331232877 Movie Vector: [-0.7246141395762435, 0.4842993340434069] User Vector: [0.23848743995302812, -0.3205076027114323] Predicted: -0.32803298965030003 Movie Vector: [1.0059195999903863, 1.1152115890462475] User Vector: [-0.43746895704550204, -1.7220270532567863] Predicted: -2.3604831247225504 Movie Vector: [-0.11012966392630456, -0.3336978053481038] User Vector: [1.2949411775570994, 0.33270275176888664] Predicted: -0.2536336147872489 Movie Vector: [0.06666998624619494, 1.1978850558885523] User Vector: [0.3670140703503984, 1.1134784673182834] Predicted: 1.3582880390766825 Movie Vector: [-0.6906284536419787, 0.45927144131093417] User Vector: [-1.1110674286583992, 1.632750350704958] Predicted: 1.5172103870155191 Movie Vector: [0.790042401042074, -1.7435418764395774] User Vector: [-0.47307232116133174, -0.7652471062693237] Predicted: 0.9604931831279278 Movie Vector: [0.7606040558890356, 0.10784630841594897] User Vector: [-0.9637309295053188, 0.8316339206562045] Predicted: -0.6433290054712018 Movie Vector: [-0.6952708637838444, -0.43056170031826874] User Vector: [-0.5782669939612204, 1.548284909808472] Predicted: -0.2645799909551483 Movie Vector: [0.36599729852698193, -1.1689147512585245] User Vector: [0.020348687484662696, -0.6154356747084687] Predicted: 0.7268394032654283 Movie Vector: [0.27836888661287235, -0.682698834399888] User Vector: [0.0723183361367737, 0.4021221033033] Predicted: -0.25439711649950514 Movie Vector: [0.36281049885200833, 0.21934009860862194] User Vector: [-0.29162078582886936, -1.3023245850089447] Predicted: -0.3914550856784813 Movie Vector: [-0.4166305009234148, -2.052729287365394] User Vector: [0.25341499130799167, -1.215202444079438] Predicted: 2.3889012322697183 Movie Vector: [-0.5952679852774969, 0.4197888805698424] User Vector: [-0.1099682928909874, -0.4405394039457183] Predicted: -0.11947293907565495 Movie Vector: [0.43871939990201975, -0.39099738805509] User Vector: [0.28189256806496477, -0.7805577837713819] Predicted: 0.4288677929789806 Movie Vector: [-0.34044933273040184, 0.2721525322019942] User Vector: [0.06650996458063826, 0.41703129883810347] Predicted: 0.09085285092487547 Movie Vector: [-1.3383663570623543, 1.1562122580482208] User Vector: [0.18913253893523904, 0.3341737515298526] Predicted: 0.13324716070006626 Movie Vector: [-1.496086773232729, 0.20577505009550906] User Vector: [0.2299605569790342, 2.1178009472308514] Predicted: 0.09174964834718058 Movie Vector: [-0.4154208439257386, -0.054573823244167] User Vector: [-0.17697411794560441, 0.4130588743003853] Predicted: 0.05097653543447236 Movie Vector: [-0.051409688886963595, -0.06410414810730249] User Vector: [0.4699585601700397, -0.7056383464662244] Predicted: 0.02107392170395577 Movie Vector: [0.6674507028833908, -0.27045484622540694] User Vector: [-0.37624631562908334, 0.08127364693145059] Predicted: -0.27310671950694126 Movie Vector: [0.6271075565238894, 0.802645322357284] User Vector: [0.32581432679229844, 0.009551282520556259] Predicted: 0.21198691859283164 Movie Vector: [0.3343167244198197, -0.2632136517632596] User Vector: [0.8648051364663193, 1.0361121782049703] Predicted: 0.01639995042313963 Movie Vector: [-0.6008077790396482, 0.3975961432107237] User Vector: [0.5825790160389521, 1.0393683394977753] Predicted: 0.06323083841818311 Movie Vector: [1.223038302079334, 1.0902149661381662] User Vector: [-0.04122807771194305, 2.452772756373488] Predicted: 2.6236260493715284 Movie Vector: [-1.132988015618114, -0.06621699208010766] User Vector: [-0.5027804607769808, -0.041475594968595875] Predicted: 0.5723906256908258 Movie Vector: [0.9269511145811345, -0.3520272422766095] User Vector: [-0.6380407136983708, -0.040847757624109846] Predicted: -0.5770530272412486 Movie Vector: [-0.5120718535307925, -1.218728938023727] User Vector: [-0.4161322650762156, 0.2312672254805798] Predicted: -0.06876243981809602 Movie Vector: [1.2472566537506247, 0.8240479858062151] User Vector: [-1.2494758044149437, 0.7264669555490427] Predicted: -0.9597733792819908 Movie Vector: [0.1920034738212494, 0.622772859039105] User Vector: [0.4509658950014007, -0.8690755885740853] Predicted: -0.45464967060219824 Movie Vector: [-2.905135741721619, -0.4894198235735816] User Vector: [0.5185608271002232, -0.3011789637175024] Predicted: -1.3590866377788888 Movie Vector: [0.23797925789630292, 0.07355874994417531] User Vector: [0.653494467991738, -0.6187620980213142] Predicted: 0.11000276208872996 Movie Vector: [-0.7210127122121627, -0.15374319298480033] User Vector: [-0.8429234926634211, 0.06870330834115587] Predicted: 0.5971958876396137 Movie Vector: [-0.38766426979505086, 1.3100912252369106] User Vector: [0.019530430657252386, -0.5657801018102563] Predicted: -0.7487947969347893 Movie Vector: [-0.18809298313864556, 0.44807565922687626] User Vector: [0.025022409703123916, -0.37568479884281175] Predicted: -0.17304175358938723 Movie Vector: [-0.15693799287708535, -1.119886410808648] User Vector: [0.09513377571560248, 0.13011439554862986] Predicted: -0.16064344724111726 Movie Vector: [-1.8309501480657417, -0.5572008935600179] User Vector: [-1.0233169071747183, 0.6226165567723857] Predicted: 1.5267197409308926 Movie Vector: [-0.9202098846435547, 0.09449958801269531] User Vector: [-0.1820385089475154, -0.4192069093724801] Predicted: 0.12789875509150314 Movie Vector: [0.6271894768924026, -0.6273603987753557] User Vector: [-0.5506168241963418, 0.8289611061889445] Predicted: -0.8653984480838157 Movie Vector: [-0.48372488574666955, -0.3873142202135543] User Vector: [0.5104908610221335, -0.5904153665573237] Predicted: -0.0182608661224008 Movie Vector: [0.003041908138178784, -1.0377409501891677] User Vector: [-0.5170186493790772, -0.7951785535686233] Predicted: 0.8236166245132147 Movie Vector: [-1.7373087233095026, 0.16140024524505717] User Vector: [-0.6265508155232326, -0.04870929955064603] Predicted: 1.0806505045120056 Movie Vector: [0.5951023732056944, -0.2548267527184342] User Vector: [-0.8599288976999365, 0.9469572558553063] Predicted: -0.7530557702821561 Movie Vector: [0.6181559419961653, 1.0958386314036834] User Vector: [-0.584147186392888, 0.6682545398174876] Predicted: 0.37120508607378866 Movie Vector: [-0.45927491023477063, 1.0091460757502786] User Vector: [0.3715579083062918, 0.2832943099335518] Predicted: 0.11523811616743565 Movie Vector: [1.7368236440957103, 0.26234240717450974] User Vector: [0.5559629356336455, -0.5501348633263803] Predicted: 0.8212858675337145 Movie Vector: [0.021412955262218744, 0.4607333122442215] User Vector: [-0.047718047832768756, -0.14787649293954727] Predicted: -0.06915341081854033 Movie Vector: [0.6718073926681928, 0.07045661844176891] User Vector: [-0.09394945409654507, 0.5585900189267534] Predicted: -0.023759573970297265 Movie Vector: [0.26126582399414716, -0.7112828424116131] User Vector: [0.9772094143808283, -1.2875861306985708] Predicted: 1.1711493457560953 Movie Vector: [-0.8394106333072145, 0.9158263074559474] User Vector: [0.17189159756079495, -1.5730713473094766] Predicted: -1.5849477581398859 Movie Vector: [0.7672441862245105, -1.308506746781704] User Vector: [0.33632585005976146, 1.1447379807124511] Predicted: -1.239853317924138 Movie Vector: [0.96258439017103, 0.4020490559730343] User Vector: [0.037338206010930464, -1.2180282151297903] Predicted: -0.45376591977834035 Movie Vector: [-0.7019225898715074, 0.5933837223044275] User Vector: [0.6709758755141132, -0.9599404470618743] Predicted: -1.0405861599503197 Movie Vector: [0.2788193186556239, -0.27106207353401557] User Vector: [0.754816222175894, 1.5145057956121981] Predicted: -0.20006773656063162 Movie Vector: [0.07946722257493376, -0.28498562678816775] User Vector: [-0.9946029640928882, 0.221534096354432] Predicted: -0.14217236842577655 Movie Vector: [0.4238199558167275, -0.2441256283282499] User Vector: [-0.7619906286862875, 0.31082910052068413] Predicted: -0.39882818404989956 Movie Vector: [-0.4583473371709471, 0.7990179681275462] User Vector: [-0.9478235859586518, -0.16829791001166838] Predicted: 0.2999593626343305 Movie Vector: [0.299771060691369, -0.7247964455964522] User Vector: [0.6646892290774676, -0.3781522495687859] Predicted: 0.47333800161243933 Movie Vector: [0.0630462919461894, -0.37045299018885214] User Vector: [0.454460329974372, 0.3818603233766041] Predicted: -0.11280925998781918 Movie Vector: [-0.07003602949471043, 0.5523058950818938] User Vector: [0.7834752545755033, 1.080207191815555] Predicted: 0.5417333039117632 Movie Vector: [-1.7850399017333984, -0.3216838836669922] User Vector: [0.0066209703504972114, 0.46490609212979855] Predicted: -0.16137149352058935 Movie Vector: [1.8163497699238853, 0.18364994125770093] User Vector: [-0.278765230091567, 0.49895587975087846] Predicted: -0.41470194353316336 Movie Vector: [-1.8488928904458848, 0.5507601654383419] User Vector: [-0.3815109091801968, 0.8649550008320532] Predicted: 1.1817555669657944 Movie Vector: [-1.3083138847809515, 0.44347375895799696] User Vector: [-0.2341685104786557, 0.4753531874024587] Predicted: 0.5171725784877326 Movie Vector: [-1.3010489999011716, 0.30913583416557616] User Vector: [0.8025952187750376, -1.2213521281154416] Predicted: -1.4217794156475934 Movie Vector: [0.040439997960899574, 1.3133718465085533] User Vector: [0.7164620451500445, -0.09450712678072927] Predicted: -0.09514927596329462 Movie Vector: [-0.9219355454882702, -1.1357652848613775] User Vector: [1.2894596024786356, 0.3077414159296627] Predicted: -1.538320658923226 Movie Vector: [1.024289407922388, -0.7669434629842844] User Vector: [-0.21729618112466925, -0.2472621171669075] Predicted: -0.032938112303169564 Movie Vector: [1.080839218672231, 0.9208059758245092] User Vector: [0.016234235798945784, 0.4759007604065738] Predicted: 0.45575886281847444 Movie Vector: [-1.1618924138585662, -0.03757165602757241] User Vector: [-0.18887262711672315, -1.1301779073821596] Predicted: 0.26191232821858246 Movie Vector: [1.3775252380666925, -0.02491114301399336] User Vector: [0.8996151379579045, 0.23178892331718137] Predicted: 1.233468430066049 Movie Vector: [0.2514596933976627, -0.16484082675718043] User Vector: [-1.1863542635506297, 1.7796984263790232] Predicted: -0.5916872393562225 Movie Vector: [1.1177273141686046, 0.2839508271398677] User Vector: [1.7787764530336596, 0.49435087965302327] Predicted: 2.1285583685304665 Movie Vector: [-0.815179347946517, 0.7141327390663018] User Vector: [1.2410379867605672, 0.25474822456430285] Predicted: -0.8297444894439545 Movie Vector: [-0.6225939403117539, 0.48758811191071205] User Vector: [0.39753883349678365, 0.40964942581067776] Predicted: -0.0477650786973651 Movie Vector: [0.9683874742252097, 0.21274376072956733] User Vector: [-0.3679499553895288, -0.577695525900564] Predicted: -0.4792192466776755 Movie Vector: [0.057216141303674056, 0.5615164564966151] User Vector: [1.0895431910246667, 0.7776430589688674] Predicted: 0.49899883206551 Movie Vector: [-0.4715856860783662, 0.2873593005974516] User Vector: [0.6313607774807534, 0.7780041746127283] Predicted: -0.07417396993262057 Movie Vector: [0.6903391507551635, 0.7752447786404693] User Vector: [-0.3160893255024984, 0.47921758525819164] Predicted: 0.15330209427393976 Movie Vector: [-0.024130334476899218, -0.37469551025482567] User Vector: [-0.13995568093671834, -0.41939200080919226] Predicted: 0.16052147713293777 Movie Vector: [-1.4732472001490402, -0.12308952012427565] User Vector: [-0.4014688769549602, -0.15179735649326662] Predicted: 0.6101475626877645 Movie Vector: [0.08686708092165045, -0.021775841986149125] User Vector: [1.1112944721351656, -0.37022688154353167] Predicted: 0.10459690891026495 Movie Vector: [-0.18119260340812565, 1.7923739317390672] User Vector: [0.059977609827009115, -0.28433211422349264] Predicted: -0.5204969687611957 Movie Vector: [-0.09286646356572256, 1.1349992889817793] User Vector: [-0.6991895335601652, 0.9595871629350409] Predicted: 1.1540620069912138 Movie Vector: [-0.9084374729644769, 0.22607674179652865] User Vector: [0.021034613149383014, -0.22609651077400172] Predicted: -0.07022379330156091 Movie Vector: [-1.3054565618754215, 1.2143597866628615] User Vector: [0.3452518389418533, -1.5416235085689207] Predicted: -2.3227968736264053 Movie Vector: [0.04918426827979344, -0.00967042073170303] User Vector: [-1.012022685318216, 1.8505034713356883] Predicted:
avg loss: 14.776752883103306: 15%|██████▋ | 10372/70000 [00:17<01:43, 578.44it/s]
-0.06767074239322117 Movie Vector: [0.1517477633002339, 1.4495539793111059] User Vector: [0.20342782080843375, -0.7189536121600857] Predicted: -1.0112923526460251 Movie Vector: [-0.041313062886102356, -0.30325728073013464] User Vector: [-0.3916072323243386, 0.17415244247013328] Predicted: -0.03663450192033594 Movie Vector: [-0.424325974172873, -1.8997645494560493] User Vector: [0.6987731357044022, -0.4605614531732579] Predicted: 0.5784507300509141 Movie Vector: [1.3035426099622232, 1.2095386146051124] User Vector: [0.3602160654898677, -0.0022545166166618898] Predicted: 0.4668300652538638 Movie Vector: [-0.49760121933594104, 0.5817250384013941] User Vector: [1.06118620481661, -1.289415953131784] Predicted: -1.278133094310182 Movie Vector: [-0.05744024733491519, -2.2248306207954385] User Vector: [0.5449012817741551, 0.8306880048257764] Predicted: -1.879439373862076 Movie Vector: [-0.15591777756524838, 0.9851881665787688] User Vector: [-0.53883896994774, 0.7485748773366256] Predicted: 0.8215016856099964 Movie Vector: [-0.24555252812688222, 0.2754681327463572] User Vector: [0.23340287707618151, 0.6942305892637608] Predicted: 0.13392573758174714 Movie Vector: [0.8944099527774413, 0.340172721368786] User Vector: [0.07425724460690449, -0.7876077314227226] Predicted: -0.20150624672691908 Movie Vector: [0.25707188446188983, -0.3329702742620635] User Vector: [1.1902223975228579, -0.6852762919094011] Predicted: 0.5341493495223129 Movie Vector: [0.44433686412031287, 0.058940525013648645] User Vector: [0.13143525497783132, 0.34335075525684366] Predicted: 0.07863880281037446 Movie Vector: [-0.07775267133280854, 1.074052665158138] User Vector: [0.5749343504687227, -0.8787499020508353] Predicted: -0.9885263558950886 Movie Vector: [0.12670546650104994, -0.3169633644105635] User Vector: [-0.7425344454337189, 0.8483762695353845] Predicted: -0.3629873699797963 Movie Vector: [-0.5192518396884603, -0.029072572197882868] User Vector: [0.6698643049510119, 1.9802652696162248] Predicted: -0.40539967770932245 Movie Vector: [0.5322063051008085, 0.4179336153949026] User Vector: [0.35239519211254144, -0.8433914352118901] Predicted: -0.16493468858169577 Movie Vector: [-0.16823082657312058, -1.1960731671952682] User Vector: [-1.9240893740149108, 0.038202837250166655] Predicted: 0.2779977572454344 Movie Vector: [0.22289134697957436, 1.1415004394957535] User Vector: [-0.785315778551802, -0.8671732008667863] Predicted: -1.1649186815941002 Movie Vector: [0.7833194732666016, 1.6705036163330078] User Vector: [-0.26729095182818163, -0.4645045090575817] Predicted: -0.9853306697786585 Movie Vector: [0.14959478100966636, -0.9067269941762961] User Vector: [-0.3951819739760287, -1.2631664724155247] Predicted: 1.0862299778216922 Movie Vector: [-1.2538324839781825, 0.9838472068066814] User Vector: [-0.6904799169911429, 0.5986319311393522] Predicted: 1.4547085028147952 Movie Vector: [0.05958861731023303, 0.31606692331049274] User Vector: [0.2122974395751953, 0.6579303741455078] Predicted: 0.22060053999148063 Movie Vector: [-0.12799231511031478, 0.2658444041432688] User Vector: [-0.25153599676688354, -0.43952017704255697] Predicted: -0.0846493050150485 Movie Vector: [1.6798185221295503, 0.4644959176411408] User Vector: [-0.9574020792018162, 0.7415871443803761] Predicted: -1.2637975446287175 Movie Vector: [0.10161321832872908, -1.396132237680496] User Vector: [-1.1580426076470927, -0.3468585040039574] Predicted: 0.36658790302873956 Movie Vector: [-0.3223285315279303, -1.085023771090281] User Vector: [-0.9393242824951662, -0.272846601447231] Predicted: 0.5988160650366352 Movie Vector: [1.0655355346291708, 0.8217723470560757] User Vector: [-0.7790505346342763, -0.4051331301367868] Predicted: -1.1630332311473568 Movie Vector: [0.11827649254236061, 0.41079509738116227] User Vector: [-0.8615188235728224, -0.23505563484619718] Predicted: -0.1984571271180487 Movie Vector: [-0.8422483853124094, -0.8712208421145126] User Vector: [-0.39809079810415043, 0.5698289414451891] Predicted: -0.16115551831614988 Movie Vector: [0.6881825738265359, 0.3147250311768739] User Vector: [0.07794304475348302, -0.004871516046333967] Predicted: 0.05210585711076771 Movie Vector: [-1.0684301120252413, 0.2221035343490496] User Vector: [0.5703618250138577, -0.9251218344499542] Predicted: -0.8148645777292882 Movie Vector: [0.07905976418212093, -0.5979503982750155] User Vector: [-0.1734955821574301, -0.3505000450677376] Predicted: 0.19586512173165835 Movie Vector: [-0.6588137588686164, 0.7634226523968114] User Vector: [-0.2264585197284403, 0.04177451754816022] Predicted: 0.1810856015993301 Movie Vector: [1.0841589713689035, 1.0181233273940076] User Vector: [0.8778444000402168, 0.6869667566486779] Predicted: 1.6511397618577752 Movie Vector: [-0.4529002292264906, 0.659402555548889] User Vector: [0.014687152837577322, -0.42096117148449963] Predicted: -0.28423468715055644 Movie Vector: [0.17931389215044863, 1.3521299011718853] User Vector: [2.0658332140190288, 0.2788314051112793] Predicted: 0.7474488743761547 Movie Vector: [0.4435668826975943, -0.8600263137896157] User Vector: [-0.5978184363158175, 0.5296196764885469] Predicted: -0.7206593182966513 Movie Vector: [0.007969876272997195, 0.6407295008347305] User Vector: [-1.0447648859415826, 0.0006958513966482949] Predicted: -0.007880794357296828 Movie Vector: [1.0189776943272781, -0.6914925729520064] User Vector: [-0.12230621451021194, 0.06019235820635814] Predicted: -0.16624987311167666 Movie Vector: [0.18783133076113306, 0.6409475238903686] User Vector: [-1.7840923365504278, 0.9191446070870244] Predicted: 0.25401502223460787 Movie Vector: [-0.821688628208817, -0.1754531588494433] User Vector: [-0.6527420926503178, 0.6180001202309562] Predicted: 0.4279206814201352 Movie Vector: [0.6809716984892904, -0.0016008981041167915] User Vector: [0.5669262700264037, 1.9745018361076419] Predicted: 0.3828997687720784 Movie Vector: [-0.028507745344042087, 0.09680273655424773] User Vector: [0.504877512602438, 0.7957480754971853] Predicted: 0.06263767175669996 Movie Vector: [0.8224879087023134, -0.5050517041122333] User Vector: [-0.10428651622044166, -1.3526447295816397] Predicted: 0.5973811271016372 Movie Vector: [1.4328505796960758, -0.312475911615824] User Vector: [0.9204658936488764, 0.35773896895467455] Predicted: 1.2071052788606422 Movie Vector: [-0.1642783706530108, -0.8966268716456526] User Vector: [-0.3049215847029917, 0.6000844199627536] Predicted: -0.4879597950825583 Movie Vector: [1.0847425424628747, -0.462507013010551] User Vector: [-0.5314877427926314, -0.2142054230038053] Predicted: -0.4774558550405819 Movie Vector: [-0.16854996785239978, -0.44879975038822795] User Vector: [-0.14564337861649232, -0.27522046188037635] Predicted: 0.14806706137737038 Movie Vector: [-0.44687021642319763, 0.01882924016449901] User Vector: [0.6480179882361985, -0.008662612440485148] Predicted: -0.289743049059329 Movie Vector: [0.22872486189008695, -0.11769782406417993] User Vector: [1.5349419534237634, 0.21791581381320727] Predicted: 0.3254311691911611 Movie Vector: [-0.24717846112006542, -1.1573820750539947] User Vector: [-0.5369952781953693, 2.2864383980980265] Predicted: -2.5135491511807526 Movie Vector: [-0.5656701645073712, 0.3354959257329455] User Vector: [0.8614728985600495, 0.0068709691500153935] Predicted: -0.4850043340914381 Movie Vector: [0.23671549930909855, 0.5525896440284723] User Vector: [0.001533993118917762, 1.1492591215730719] Predicted: 0.6354318088336199 Movie Vector: [-0.26822212844910387, -1.073357398498247] User Vector: [0.31193746432022684, 0.4142958859880144] Predicted: -0.5283560850156092 Movie Vector: [0.9750756874985754, -0.8229439349790989] User Vector: [-0.325857936900688, -1.0979966606455682] Predicted: 0.5858535406552685 Movie Vector: [-0.5596506643725131, -0.8194532320800633] User Vector: [0.45098581178015684, 0.3299206348850553] Predicted: -0.5227490397718069 Movie Vector: [0.7732500098973664, 0.31978779905340404] User Vector: [0.23431228769688317, -0.6343900098695234] Predicted: -0.021688206216952693 Movie Vector: [1.1827106387063813, 0.41306389427782697] User Vector: [0.9808656953395646, 0.7299906650084373] Predicted: 1.461613079895081 Movie Vector: [-0.6303062092206482, 1.538068184507552] User Vector: [0.09075607678239761, -0.402526542253963] Predicted: -0.6763173867811064 Movie Vector: [0.5516084934559871, -0.07185801286955967] User Vector: [0.09450835076344259, 1.6059271219166071] Predicted: -0.06326712281062594 Movie Vector: [-0.7498142749186756, 0.26758233963399664] User Vector: [-0.516446961523065, -0.9902087359280588] Predicted: 0.1222769337027178 Movie Vector: [0.1751487260898469, -0.23681509085131475] User Vector: [-0.5924940872498069, 0.6535395039673774] Predicted: -0.2585426016045279 Movie Vector: [-0.6413118373546254, 1.0390535950637307] User Vector: [-0.8082189056463265, 0.32134884362445176] Predicted: 0.8522190226023495 Movie Vector: [-0.7044355073778267, -0.8500090837659583] User Vector: [0.1811030664144177, 0.19712778173241396] Predicted: -0.29513583561250556 Movie Vector: [-0.33080101013183594, 0.48605918884277344] User Vector: [-0.40278812897073624, -0.07629765401175508] Predicted: 0.09615754411307151 Movie Vector: [-0.8250979360792359, 0.02533990087774496] User Vector: [-1.4487196709666712, -0.34491077945398535] Predicted: 1.1865956055089604 Movie Vector: [-0.009555424628421641, -0.8510393017569451] User Vector: [-1.1147042319238067, 0.6921702431006127] Predicted: -0.5784126081141497 Movie Vector: [1.4229461700788508, 1.3959335431770277] User Vector: [-0.20897898215488755, 0.1867711495637943] Predicted: -0.036645729710439834 Movie Vector: [-0.23298922166204258, 1.0922586459401815] User Vector: [0.6233678283115257, -0.661255210660894] Predicted: -0.8674997061448178 Movie Vector: [0.6243239823734203, 0.14224736561526585] User Vector: [0.209273882857321, 0.02159086768500963] Predicted: 0.1337259480017717 Movie Vector: [1.7246297506380623, 0.3334541411183102] User Vector: [0.9715903783858884, 0.34658974641852175] Predicted: 1.7912054582103962 Movie Vector: [-0.2926170272209948, 0.016767205437030204] User Vector: [-1.9070875397442868, -1.9818965872404906] Predicted: 0.5248154192969636 Movie Vector: [-0.23273112407647653, -1.0262204599031841] User Vector: [-0.5416136532687695, -0.15762602928137132] Predicted: 0.2878094106022494 Movie Vector: [1.3608143157292838, 1.2091801630403805] User Vector: [0.34016715768372857, 0.454580391686821] Predicted: 1.0125739300517886 Movie Vector: [1.2743400580507744, 1.788806791902552] User Vector: [-1.9598367593319537, -0.21595087075959096] Predicted: -2.88379287398915 Movie Vector: [0.19467526209397068, -0.36385653909092314] User Vector: [-1.743977326213857, 1.056031336483407] Predicted: -0.7237531503310394 Movie Vector: [-0.5204035486612215, 0.14461476253216174] User Vector: [0.9101862371415292, 0.33471736327531676] Predicted: -0.4252590757456047 Movie Vector: [-0.035715380592534, -0.40941132627160964] User Vector: [-0.8773992128403251, 0.9313875695968744] Predicted: -0.34998397332336556 Movie Vector: [-0.34757952827748595, -1.0596448350352556] User Vector: [0.04115251949125609, -0.010061311976429524] Predicted: -0.003642356042698934 Movie Vector: [0.006328145399105339, 0.20289100818663053] User Vector: [-1.1010506445093666, -1.6046771848931412] Predicted: -0.33254218042728745 Movie Vector: [-0.27320149017832746, 1.5916657103093839] User Vector: [-1.2588383517913169, 0.9297294590511952] Predicted: 1.8237350134392971 Movie Vector: [-1.3018471574898427, 1.0254749442976754] User Vector: [-0.4710353513211836, -1.408911895593897] Predicted: -0.8315878144597715 Movie Vector: [-1.3372844144224847, 0.5643213244433012] User Vector: [-0.9596481527022432, -0.3412609059169591] Predicted: 1.0907417115302593 Movie Vector: [0.07181429070078635, 0.3981184128428816] User Vector: [0.07741135498795254, -0.22621071415686528] Predicted: -0.08449940893753938 Movie Vector: [2.1386757514948314, 0.4516214496263179] User Vector: [1.3095990305011125, 0.5143130956929234] Predicted: 3.033082516552507 Movie Vector: [-0.3014266311267594, 0.9612191030312199] User Vector: [0.12429486176345221, 0.4260149977600551] Predicted: 0.3720279725770436 Movie Vector: [0.8610203705738336, 0.544838791084695] User Vector: [-0.5179023140001939, 0.4458960356726841] Predicted: -0.20298298529612968 Movie Vector: [0.9464789580052378, 0.25065890789821077] User Vector: [-1.0678897046789904, 0.2891536250934903] Predicted: -0.9382562030683491 Movie Vector: [0.47344468049089095, 0.13497941379125386] User Vector: [0.06475287813370995, -0.2043912754222299] Predicted: 0.0030682911583405983 Movie Vector: [1.3908405708406755, -0.8138561478882573] User Vector: [-0.4460148597659361, -0.012782885123152732] Predicted: -0.6099321325150512 Movie Vector: [1.3411897133620652, 0.6757030714514898] User Vector: [-0.3132345138113321, 0.5565933517768854] Predicted: -0.044015070448605365 Movie Vector: [0.12879168572048583, -0.3374909852288631] User Vector: [-1.2649091940513677, -0.5778120827884217] Predicted: 0.03209658171218907 Movie Vector: [0.71440323272057, -0.7828335757546891] User Vector: [1.4026555644006626, 0.5339637260923848] Predicted: 0.5840569365811301 Movie Vector: [-0.08521566730533695, 0.05735900961508032] User Vector: [0.4774566150415771, -0.43737428424766045] Predicted: -0.0657741398356658 Movie Vector: [-0.17334084648742595, -0.9974762658560105] User Vector: [-0.9128917438508932, -0.14175022117938696] Predicted: 0.2996339089367747 Movie Vector: [0.5027973643108881, 1.4177807996579632] User Vector: [-0.413298122357636, 0.6916049822123558] Predicted: 0.772739058132407 Movie Vector: [0.27789772419294334, 0.7190242107460911] User Vector: [0.19402900553641209, -0.8408478205840243] Predicted: -0.55066972148701 Movie Vector: [-0.10592453861896341, -0.24369216822191014] User Vector: [1.6706003393163131, -0.2530921817158642] Predicted: -0.11528098763641156 Movie Vector: [-0.4776692529184252, -0.6978755293169437] User Vector: [0.530107909996645, 1.3255074207609725] Predicted: -1.1782554422113458 Movie Vector: [0.05638163127251799, -0.1850277496858716] User Vector: [1.1691856487816064, 0.7957617596390493] Predicted: -0.08131741353335847 Movie Vector: [-0.8121548137681208, -0.14631456635313014] User Vector: [-0.6911450621233635, -0.2702370897764983] Predicted: 0.6008564118187367 Movie Vector: [-0.22357479338055636, -0.15362911534970664] User Vector: [-0.09439733814261048, -0.8258917698379102] Predicted: 0.1479858873457103 Movie Vector: [-0.21544977908257354, 0.3650053718296117] User Vector: [0.03079584091569379, 1.21380676139156] Predicted: 0.4364110311490748 Movie Vector: [0.9085047107771884, -0.004771932263003778] User Vector: [0.455225306377564, 0.37401746390683255] Predicted: 0.4117895493060619 Movie Vector: [-1.0016938532088064, 0.2123832000732028] User Vector: [-0.7429809024608942, 1.446282216751949] Predicted: 1.051405448449354 Movie Vector: [0.6672400937375663, 1.721911543965554] User Vector: [0.023794174194335938, -0.49468040466308594] Predicted: -0.8359194723430826 Movie Vector: [0.23347183052714932, 0.6816593367509561] User Vector: [0.7392556213148603, -0.45120545574652415] Predicted: -0.134973048566723 Movie Vector: [-0.34386905637751103, -1.0605520022227557] User Vector: [-1.0340769616829208, -0.42135701106127943] Predicted: 0.8024580907672654 Movie Vector: [-0.3026855118820854, -0.20691122350438473] User Vector: [0.11702953909736713, 0.1252518559663327] Predicted: -0.061339160711199964 Movie Vector: [0.528259655863374, -0.030853060143133076] User Vector: [-1.7648691109406582, 0.9263265752327303] Predicted: -0.9608891587272488 Movie Vector: [-0.7433700458457068, 1.598864601884784] User Vector: [0.7443561386655402, 0.7971720806683539] Predicted: 0.7212381644661369 Movie Vector: [-0.1070310470439769, 0.783195011302938] User Vector: [0.2232095114093463, -1.364024177220559] Predicted: -1.0921872786120532 Movie Vector: [0.22615111218194367, -0.21725543945332695] User Vector: [0.5157432161647738, -0.3769527568117602] Predicted: 0.19853093877023825 Movie Vector: [-0.6684087313279329, 0.7508651069710827] User Vector: [0.4939520600930276, 0.817194151019841] Predicted: 0.2834407037980566 Movie Vector: [1.6410650915163083, 1.2724834733805779] User Vector: [-0.3608755636569779, 1.1683954320235173] Predicted: 0.8945435877245482 Movie Vector: [-1.7682408313864393, 0.848071096028169] User Vector: [-0.747847267362085, 0.597692545374429] Predicted: 1.8292598458339682 Movie Vector: [-0.7502558254027489, 0.6822343288161048] User Vector: [0.8044018994726339, -0.5126088450509926] Predicted: -0.9532265623929426 Movie Vector: [-0.8636441506006873, -0.7134176318806149] User Vector: [-0.24981473692093228, 0.25002368113972306] Predicted: 0.03737973376283754 Movie Vector: [0.025929000579238262, -0.04475439192681873] User Vector: [0.09860733449102743, -0.2821786879321162] Predicted: 0.015185525226244395 Movie Vector:
avg loss: 14.774385031209532: 15%|██████▋ | 10489/70000 [00:17<01:45, 566.70it/s]
[0.8314129384320896, -1.090098296126218] User Vector: [-0.16455823345881404, 1.029033878768301] Predicted: -1.2585639223246645 Movie Vector: [-0.871757253342275, 0.10669157308675392] User Vector: [-0.4615875245233056, -0.092648685345867] Predicted: 0.3925074385715267 Movie Vector: [-0.5068851198619384, -0.008160032574678915] User Vector: [-0.1419531063776118, -0.45040799627697325] Predicted: 0.07562926126250621 Movie Vector: [-1.5318914420049354, 1.1573137361514225] User Vector: [-0.17612687451413755, 0.9993486549918031] Predicted: 1.4263671774017472 Movie Vector: [-0.2086328535826148, 1.227055282980769] User Vector: [1.126521675434292, -0.3740440372418084] Predicted: -0.6940021437335411 Movie Vector: [-0.11043183450153458, 0.02121219402392469] User Vector: [-0.06916390021882443, 0.679558254961306] Predicted: 0.022052817937244774 Movie Vector: [0.22621867601509146, -0.02943659108258602] User Vector: [-0.8655759593866651, 0.7419217282824024] Predicted: -0.21764909405367855 Movie Vector: [-1.1535833392706278, -0.5689184535911784] User Vector: [1.2829069153508037, 2.0273345788618795] Predicted: -2.633328096901784 Movie Vector: [1.6442571761923468, 0.5250442170628998] User Vector: [0.19868351528152228, -1.184556271925243] Predicted: -0.29525762456717186 Movie Vector: [1.1941058939725868, -0.2767372518755092] User Vector: [-1.150573675945728, -0.4494791718739069] Predicted: -1.2495191770968341 Movie Vector: [-0.20912549888755289, 0.6142745534267553] User Vector: [0.3678599708814125, -0.32744345107124556] Predicted: -0.27806907961064103 Movie Vector: [0.3724775223931696, -0.009671346993032515] User Vector: [-0.558743974051544, -0.7162132687050307] Predicted: -0.20119282406417216 Movie Vector: [-0.6397821309997631, 1.0854665493910975] User Vector: [-0.5212738538083052, -0.27695855073500586] Predicted: 0.03287245463325039 Movie Vector: [0.884533663671476, 0.7276451354290018] User Vector: [0.17054593808344976, 1.596021708941585] Predicted: 1.312191055987669 Movie Vector: [0.060947111088368866, 0.23779441883981028] User Vector: [-1.134720912203744, -0.26738186384459883] Predicted: -0.1327398764116085 Movie Vector: [-1.415491097095688, -1.6982315167791648] User Vector: [0.6815821500514089, -1.2732582312909557] Predicted: 1.1975137920396897 Movie Vector: [-0.6057916607885652, -0.5588564782300912] User Vector: [-0.5329329410711368, -0.04671791046125309] Predicted: 0.3489549383710631 Movie Vector: [0.10365981247601086, 1.84060136605751] User Vector: [1.7721786039947358, -0.42223040890017993] Predicted: -0.5934541656485992 Movie Vector: [-0.012235641479492188, 0.029420852661132812] User Vector: [0.1900092002583627, -0.9361050127798847] Predicted: -0.029865892108511195 Movie Vector: [0.5485810068564116, -0.3966483748804963] User Vector: [0.22592614452102108, -0.7583181228325475] Predicted: 0.42472444290048744 Movie Vector: [0.3711327517026255, -0.8581659821919139] User Vector: [1.1011320373721312, 0.891375439161624] Predicted: -0.3562819162320463 Movie Vector: [-1.223554306609837, -0.004578835300033446] User Vector: [-0.7497239689253953, -1.307324765805794] Predicted: 0.9233140157335666 Movie Vector: [-0.3253523609065099, -1.0210800128893918] User Vector: [-0.7978851570455315, 0.8221253961556934] Predicted: -0.5798619905263266 Movie Vector: [0.6301625483230228, -0.2379441531891324] User Vector: [0.5867289905945369, -0.4002420436084835] Predicted: 0.46496989002515665 Movie Vector: [-0.2942406771318802, 1.3627064654103187] User Vector: [-1.4531447569698195, 0.18521659745976365] Predicted: 0.6799701521211614 Movie Vector: [-0.5283211505935328, 0.0034221750331928976] User Vector: [0.8149108809346755, 1.3121281314373219] Predicted: -0.4260443221148423 Movie Vector: [0.4522763965471929, 0.7597727399814207] User Vector: [-0.5573704315999795, 0.664581841884035] Predicted: 0.25284567660414026 Movie Vector: [-1.0225423620391747, -0.19875405691994696] User Vector: [0.0857229603911637, 0.1508309642566972] Predicted: -0.11763362445453723 Movie Vector: [-0.7162201706100091, -0.3178906237147113] User Vector: [-0.16605960675441392, -0.20517233329672466] Predicted: 0.18415760088177577 Movie Vector: [-0.3995948288319418, -1.0832586728000273] User Vector: [0.09330522118450242, -0.5571498090224719] Predicted: 0.5662530787841239 Movie Vector: [1.0434919760275148, -0.06765847915863167] User Vector: [0.2377275103805618, 1.651287377485571] Predicted: 0.13634315694859492 Movie Vector: [-0.6674107027442083, -0.9398995203967141] User Vector: [0.5029394761215129, 0.4133594189782953] Predicted: -0.7241835088452271 Movie Vector: [0.39714236441538214, -0.3855209531862457] User Vector: [0.3929473806705396, 0.5077226947908916] Predicted: -0.03968168539974451 Movie Vector: [0.43560295770256224, 0.8947606659856716] User Vector: [0.2931098756077292, -1.1011653911067567] Predicted: -0.8575999499604973 Movie Vector: [0.4732990264892578, -0.36292076110839844] User Vector: [-0.12741528483454068, 0.14737939379504988] Predicted: -0.11379257203983348 Movie Vector: [0.8860583142430989, -0.02191129530409168] User Vector: [0.6346761385456319, 1.0330754113264182] Predicted: 0.5397240490010928 Movie Vector: [0.08614128981147504, 0.398356233008538] User Vector: [0.02914318846881289, 0.9845464516884208] Predicted: 0.3947106475604443 Movie Vector: [0.7353269331779568, -0.2429892417873187] User Vector: [-0.8210156893291205, 0.7495329485814397] Predicted: -0.7858433917957858 Movie Vector: [0.38480854324205194, -0.07702402747721215] User Vector: [-0.3339693884378371, -0.228330809495411] Predicted: -0.11092731530773443 Movie Vector: [-0.18162870379951931, -2.215894195621627] User Vector: [0.42661798289089714, -1.1320180319736821] Predicted: 2.4309461151394602 Movie Vector: [-1.5934020669530211, -1.3843991999454095] User Vector: [0.4666494582910797, -0.41700641760343715] Predicted: -0.16625686048121435 Movie Vector: [0.27298599241160604, -0.18259785697755299] User Vector: [0.3697335813318156, -0.6751400563363458] Predicted: 0.22421121607448408 Movie Vector: [-0.4810362157230803, 1.64911880038498] User Vector: [0.9336711050857001, -1.9088305976562763] Predicted: -3.5970180404654744 Movie Vector: [0.14722524736744488, -0.21039522534585442] User Vector: [-0.797647751632508, -0.11921552355696008] Predicted: -0.09235151060269159 Movie Vector: [0.6575504174397393, 2.1248309204669957] User Vector: [-1.9274941718270753, -0.15768233913476842] Predicted: -1.6024729071026769 Movie Vector: [-0.4367190146394845, 0.2256939378150704] User Vector: [-0.6062099286679186, -0.9834171952445219] Predicted: 0.04279210340273748 Movie Vector: [-0.6978823121474177, -0.4216732121345178] User Vector: [-0.4696190173052994, 0.08179519140644757] Predicted: 0.2932479645279061 Movie Vector: [0.32277866626477525, 0.7856734580584407] User Vector: [0.40562035617147185, -1.3881918536002569] Predicted: -0.9597398964917997 Movie Vector: [-0.16798267914750714, -0.26900532187201376] User Vector: [-0.09490140533552538, -0.2182383841108993] Predicted: 0.07464907908570573 Movie Vector: [0.9089530442789772, 0.4557816555687747] User Vector: [1.2788167066129863, 0.2838448839191271] Predicted: 1.291755629668076 Movie Vector: [2.1956580904452148, 0.473999874214935] User Vector: [0.5916014346773295, -0.4123459035085213] Predicted: 1.1035025699721919 Movie Vector: [-1.546778865885053, 0.9454319577584268] User Vector: [-0.37765801361333806, -0.7658778531447775] Predicted: -0.13993196411324704 Movie Vector: [0.9537385132739936, -0.5153055466891647] User Vector: [0.6737345742964265, -0.6125059354814728] Predicted: 0.9581943171643994 Movie Vector: [0.17357462247872688, -0.0715406450385712] User Vector: [0.13522401363832326, 0.08179115122661387] Predicted: 0.017620065400130894 Movie Vector: [-1.7709576590573828, 0.13708703695115163] User Vector: [-0.8516821245074743, -0.10295848289043932] Predicted: 1.494178708130339 Movie Vector: [-0.3625067480826628, 0.12660138164426876] User Vector: [0.8739893656687301, -0.13345811899801976] Predicted: -0.33372302506419516 Movie Vector: [0.8582568278531874, -0.0649779726664963] User Vector: [1.5798592482635156, -0.3569744399795243] Predicted: 1.3791204622727935 Movie Vector: [0.08826870098724404, -0.14098370665340115] User Vector: [0.7588440135434815, 0.7734435586516618] Predicted: -0.04206076445847881 Movie Vector: [-1.3830637565434338, 0.7825483100114506] User Vector: [0.3206143189853845, -0.7320309398751951] Predicted: -1.0162796192929684 Movie Vector: [-0.9081905928704289, -0.6688339311140581] User Vector: [-0.01344924966662328, 1.2887648133719425] Predicted: -0.8497551543806386 Movie Vector: [-0.20795628638402575, -0.23217935074649051] User Vector: [0.9347554505955998, -0.6598609975801004] Predicted: -0.04118217418200834 Movie Vector: [-0.15118344133610767, 0.7624724739098763] User Vector: [-0.6169485072918094, -0.8273312139470546] Predicted: -0.5375448789815214 Movie Vector: [1.584263074830595, -1.0347134225620462] User Vector: [0.007684412592763656, -0.5497990126384826] Predicted: 0.5810585492108767 Movie Vector: [0.3116980680739765, -1.8479393273931346] User Vector: [-0.7110826824223777, 1.104943354869845] Predicted: -2.2635113783576113 Movie Vector: [0.29116885204505727, -0.26477640631223054] User Vector: [-1.981110786680894, 0.363186506152954] Predicted: -0.6730009714522301 Movie Vector: [-0.3374946671176239, 0.4299884658798493] User Vector: [-0.9208838466119587, 0.052079643405347605] Predicted: 0.333187033237735 Movie Vector: [-0.013173330994978923, 0.897781962641109] User Vector: [0.40054849150027455, -2.3867183137644425] Predicted: -2.148029209860992 Movie Vector: [0.7928876980983336, -0.22090429115746213] User Vector: [1.4039327281579073, 0.02791106336968107] Predicted: 1.1069953154449061 Movie Vector: [0.05500363397662508, 0.962627696460983] User Vector: [-1.5103455398149606, 0.45012856466091594] Predicted: 0.3502317300606158 Movie Vector: [1.3453301382096294, -0.15046260261457145] User Vector: [-0.7648591855021319, 0.4704456231465827] Predicted: -1.0997725865897563 Movie Vector: [0.07012390742021526, 0.8360601641056042] User Vector: [-0.7757316743842853, -0.3290297047134253] Predicted: -0.32948596503577704 Movie Vector: [0.4075543666639523, 0.8739761002146211] User Vector: [-0.23299388788792083, 0.2230916269003831] Predicted: 0.10001907365419861 Movie Vector: [-0.37829235375253767, -1.0213592049995777] User Vector: [0.5674697556079243, 0.19005322944501557] Predicted: -0.4087820848658624 Movie Vector: [-1.0031268922848964, 0.3018703811293481] User Vector: [-0.06845654151963099, -0.2971110170219221] Predicted: -0.02101841819497645 Movie Vector: [0.39505546608703784, 0.5383139180575778] User Vector: [-0.8295877541939053, 0.6831660447758904] Predicted: 0.040024613354035954 Movie Vector: [-2.5488347131823725, -0.3986194749931837] User Vector: [-0.07262773639659831, -0.2938345829269774] Predicted: 0.3022442828487014 Movie Vector: [-0.05146318108173177, -0.3490147135274079] User Vector: [2.0882633802408392, -1.0418440244320784] Predicted: 0.25615021724372006 Movie Vector: [-0.5094051361083984, 1.3526439666748047] User Vector: [-0.13213321929018249, -0.2778609365524919] Predicted: -0.3085375788453826 Movie Vector: [1.27824548163857, -0.8170831481981954] User Vector: [0.23176905024210648, -0.7268038927746708] Predicted: 0.890116954086667 Movie Vector: [0.5585105701678174, -0.08156761288674247] User Vector: [1.7936056508790086, -0.04176809835048817] Predicted: 1.0051546388059223 Movie Vector: [0.38250997037190776, -1.204345050557541] User Vector: [1.3868654231946185, 0.2120394240312775] Predicted: 0.27512122108085607 Movie Vector: [0.6505107879638672, 2.8858089447021484] User Vector: [0.8895388410931605, -0.2014862468062964] Predicted: -0.0027962008240977054 Movie Vector: [0.26442527770996094, 1.2418651580810547] User Vector: [0.23361148782598418, 0.02713600176590207] Predicted: 0.09547203766732279 Movie Vector: [2.246146767466199, 0.43880929163204674] User Vector: [-0.5286662211725899, 0.13636256489151302] Predicted: -1.1276247632502097 Movie Vector: [-1.1459386422440416, 0.2866567054009993] User Vector: [0.10212621638459887, -0.4652632842434939] Predicted: -0.25040121794657705 Movie Vector: [0.8154651888433144, 0.05359863508379881] User Vector: [1.5446199444014015, 0.37840104365244587] Predicted: 1.2798655741064948 Movie Vector: [-0.19319606350852803, 0.8372486162836777] User Vector: [0.3347130875808981, 0.3714437899593706] Predicted: 0.2463255482452334 Movie Vector: [-0.4305860716342111, -0.4361484040946446] User Vector: [0.02165106341921222, -1.4299771602907192] Predicted: 0.6143596100082073 Movie Vector: [-0.36747789257314334, -0.20318325686637395] User Vector: [0.5726735875856634, 1.6541668603059692] Predicted: -0.5465438931756721 Movie Vector: [0.3434743395898352, -0.771352266487999] User Vector: [0.2323415585396954, -0.5698216561536563] Predicted: 0.519336589346763 Movie Vector: [-0.42479385970372646, 1.712042401622541] User Vector: [0.4924183707649576, -0.012579527989658473] Predicted: -0.23071298561695983 Movie Vector: [-0.3097926554407393, -0.9272967460036045] User Vector: [-0.10369322253195679, 0.12918956363677891] Predicted: -0.08767366321862827 Movie Vector: [-0.7093830014638978, 1.0484868388746165] User Vector: [1.85703074521437, -1.405090884652897] Predicted: -2.7905653438321627 Movie Vector: [0.6724180957017284, 1.6142609868981992] User Vector: [-1.5512544303240037, 0.8593680801086337] Predicted: 0.3441528151176376 Movie Vector: [-0.12157453568689697, 0.49647573662296] User Vector: [0.43112677760979745, 1.870187293088101] Predicted: 0.8760885761487153 Movie Vector: [0.3237267841288453, -0.0030694358033684366] User Vector: [0.9987111421722754, -1.3461234848249333] Predicted: 0.3274413859491535 Movie Vector: [-0.009559092617210739, -0.1269424237623495] User Vector: [0.9924386055255284, 0.7945810797045159] Predicted: -0.11035286068050985 Movie Vector: [0.4377034091694991, 0.3979023485595279] User Vector: [0.9302438665652834, -0.5287152115758847] Predicted: 0.19679388734944891 Movie Vector: [-0.7079215488298112, 0.7724815044812696] User Vector: [0.0276941601685248, 0.5713475411119622] Predicted: 0.4217501153797997 Movie Vector: [1.321109947695656, -0.9515017030460248] User Vector: [-0.8536428935902484, -0.8194552151534727] Predicted: -0.34804308571330556 Movie Vector: [-0.06070764990280651, 0.0072152545389440464] User Vector: [-1.0661048533307775, -1.2924505565511677] Predicted: 0.055395360451171154 Movie Vector: [-0.09901823417327826, 0.20010071662052475] User Vector: [0.08674150749155404, 0.6666228886211512] Predicted: 0.12480272682739472 Movie Vector: [-0.2545190450820404, -0.09185571808388915] User Vector: [-0.08290741041552177, 0.4563573743724527] Predicted: -0.020817519396676466 Movie Vector: [-0.7147669852666529, 0.49474381225720465] User Vector: [-1.281024371945167, -0.8709714897482341] Predicted: 0.48472617318297634 Movie Vector: [1.8732367486853243, 0.2564236708721734] User Vector: [2.0920784560979557, 0.4767356285533616] Predicted: 4.041204545004753 Movie Vector: [1.1769459926627661, 1.0907348278767999] User Vector: [-0.8840182692964988, 2.045530718523445] Predicted: 1.1906898366961882
avg loss: 14.765247174651199: 15%|██████▊ | 10626/70000 [00:17<01:34, 625.96it/s]
Movie Vector: [-0.2285347185370705, -1.359856626391988] User Vector: [-1.7508412311360468, -0.5955912295670795] Predicted: 1.2100466881085192 Movie Vector: [-0.9215816480064135, 0.3287763641546767] User Vector: [-0.5166595425776138, 0.44268681273880517] Predicted: 0.6216889134584037 Movie Vector: [0.11153497416621916, -0.5702850236009354] User Vector: [1.1641110156615238, -1.4143879695420831] Predicted: 0.9364433686496052 Movie Vector: [0.46997876606169314, 1.7533240446793381] User Vector: [-0.4499864632330182, 1.6902095302250881] Predicted: 2.752000927155096 Movie Vector: [-0.2771578606296836, 0.5935401108218603] User Vector: [0.07568241587495311, 0.3381788800276574] Predicted: 0.17974675345804036 Movie Vector: [0.1448928507047155, -0.4197079909621132] User Vector: [0.2861398940235835, -0.6906384486346714] Predicted: 0.3313261007030707 Movie Vector: [0.003957476745709426, -0.9696855068543144] User Vector: [0.9974825412375394, -0.8486415337075651] Predicted: 0.8268629097120418 Movie Vector: [0.3336361009132036, 0.7601632348536226] User Vector: [0.7726464209637431, 1.029663550557599] Predicted: 1.040495114677616 Movie Vector: [-0.3287494570012548, 0.3455131842837573] User Vector: [0.2847653042032963, -2.151475971801315] Predicted: -0.8369797530566945 Movie Vector: [0.8775997161865234, 0.8227825164794922] User Vector: [-0.11885612158912227, 0.08380273244903846] Predicted: -0.03535667548136717 Movie Vector: [0.3003533170286335, -0.5245375521315263] User Vector: [-0.1289592690123909, 0.4397372957486719] Predicted: -0.26939206890240486 Movie Vector: [-1.4616796479511707, -0.37709569843881796] User Vector: [-0.3693230396098802, 0.20732359607467032] Predicted: 0.4616511342526008 Movie Vector: [-0.9466900635947454, 0.09165124814224351] User Vector: [0.6350333053654844, -1.8316136741233071] Predicted: -0.7690493995890333 Movie Vector: [-0.02137104680186891, 1.1648779065867796] User Vector: [0.06947432389373459, 0.7015172274344995] Predicted: 0.8156971803010004 Movie Vector: [-0.18449023596994477, -0.7594229865792764] User Vector: [-0.6230690606062808, -1.1460627945963253] Predicted: 0.9852965882965578 Movie Vector: [-0.398258054813484, -2.1408307895743586] User Vector: [-0.01926545447877359, -0.8827198775693992] Predicted: 1.8974265148956921 Movie Vector: [-0.1352182362166171, -0.37641678353960045] User Vector: [-0.6340468510407578, -0.19850585064247936] Predicted: 0.16045563068906582 Movie Vector: [0.5969093213504537, 0.3074157669562748] User Vector: [0.17591790176124072, 0.1888115376081242] Predicted: 0.16305067899769302 Movie Vector: [0.290894466522283, 0.22152268642703862] User Vector: [0.5807553590663581, 1.3343967116716795] Predicted: 0.4645376646844821 Movie Vector: [0.0908694230301988, 0.5580871007749865] User Vector: [0.02610539884363955, -0.3584899437919338] Predicted: -0.19769643085693342 Movie Vector: [-1.484914673512895, -1.4813455019067898] User Vector: [0.48081460819299826, -0.7722597962188108] Predicted: 0.4300149084870528 Movie Vector: [-0.1323639177257626, -0.09018369925431524] User Vector: [-0.2962115079944635, -1.2538525751146674] Predicted: 0.15228477921699313 Movie Vector: [1.8357789314747934, 0.2937142738142158] User Vector: [-0.07125459588081492, 0.33896175482763996] Predicted: -0.031249780218758114 Movie Vector: [-1.0093527291914661, 0.2748493734351005] User Vector: [0.9982257204221556, -1.030739908663144] Predicted: -1.2908600733278381 Movie Vector: [-0.3558333720421834, 0.4299968966492257] User Vector: [-0.2890438549896952, -0.2597582567080976] Predicted: -0.008843794674439756 Movie Vector: [-0.6933509590090373, -0.5665320920626543] User Vector: [-0.3586633962472907, 0.622518847124452] Predicted: -0.1039972950603501 Movie Vector: [-0.4110413861164361, 1.0459217239744119] User Vector: [-1.406566226671248, 0.15344113015760885] Predicted: 0.7386443428585434 Movie Vector: [-1.7814413846977781, -1.8490922936266134] User Vector: [-0.501459143983476, 0.7585064254187576] Predicted: -0.5092283140808083 Movie Vector: [-0.46687727913565746, 0.14157089014902124] User Vector: [-0.2163345001540619, -0.5443873274882235] Predicted: 0.023932264276746343 Movie Vector: [-0.48783302307128906, 0.26215553283691406] User Vector: [0.38216392930945564, 0.942772712227658] Predicted: 0.060720897774310195 Movie Vector: [0.20860288814507652, 0.6008341714923884] User Vector: [0.45214239468437273, -0.7650614556591735] Predicted: -0.36535685646774885 Movie Vector: [-0.5359563638425522, 0.28166450170907276] User Vector: [0.46313573648599876, -1.248194039413266] Predicted: -0.5997924974401506 Movie Vector: [-0.24994894668404144, -0.22220403624022012] User Vector: [0.29406112352751, -0.3310913011913399] Predicted: 6.955540231519397e-05 Movie Vector: [-0.3189423136264151, -0.5253380929202836] User Vector: [-0.25830558593565467, 0.9628027523688144] Predicted: -0.42341238058688846 Movie Vector: [1.6231131422517928, 1.3306059333887463] User Vector: [0.9480337399170673, 1.5875140652511817] Predicted: 3.651121657118822 Movie Vector: [-0.26074148214245146, 0.666894963818296] User Vector: [0.4998264730863026, 0.8128997106652653] Predicted: 0.4117932277254588 Movie Vector: [-0.5604916756873854, -0.8520241616303742] User Vector: [-0.8413427543836274, 0.3750161114154374] Predicted: 0.15204282230529864 Movie Vector: [0.5999843823411605, -1.3619340070789534] User Vector: [-0.6092016715393441, 0.5009295799732906] Predicted: -1.0477445187371366 Movie Vector: [-0.8104073294294918, -0.3014262760363135] User Vector: [-0.7776690674285169, 0.6670468136837022] Predicted: 0.4291632751241008 Movie Vector: [-0.28336730002783483, 0.4578174309754551] User Vector: [-0.3370270207651187, 0.27782131118900977] Predicted: 0.22269387586942163 Movie Vector: [-0.2695200456549347, -0.009283880414670972] User Vector: [0.7908678983897919, -1.419263606190804] Predicted: -0.19997847848426886 Movie Vector: [-0.15670916479586, 0.022594345890975656] User Vector: [0.42932813509003676, -0.5495993189106578] Predicted: -0.07969749058623586 Movie Vector: [-0.3864559399971528, 0.3635011269266999] User Vector: [-0.7680056216513953, 0.5648600172955632] Predicted: 0.5021275872811601 Movie Vector: [1.0045597397057862, 0.5062374330883865] User Vector: [0.7220945975184331, 0.08842155960988933] Predicted: 0.7701494642926537 Movie Vector: [0.2739559255910845, 0.063041430133506] User Vector: [-1.5437655090704854, 0.8433951669541002] Predicted: -0.36975487144052305 Movie Vector: [-0.7952225628021496, -0.6009935928863955] User Vector: [1.0784998093591311, 0.06603836438580746] Predicted: -0.8973360162607655 Movie Vector: [1.2949154492545971, -0.13013129462257678] User Vector: [-1.083353937574289, 0.8362217436728508] Predicted: -1.5116703688714441 Movie Vector: [-0.6309159764106205, -0.970880849387699] User Vector: [1.091840616056858, -0.17007051918033464] Predicted: -0.5237414782466756 Movie Vector: [-0.6069892553154563, -1.1659781998502663] User Vector: [0.6187347782918838, -0.42459633793413937] Predicted: 0.11950471145429858 Movie Vector: [-0.2657090816023035, -0.9836535577079137] User Vector: [0.2798738525700615, 1.4490291076411481] Predicted: -1.4997076612844285 Movie Vector: [-0.5029392954360636, 0.05239141166405949] User Vector: [1.1538813073112846, 0.6640329901915546] Predicted: -0.5455426259683394 Movie Vector: [1.1095113327239692, 0.5190889120637201] User Vector: [0.5140261461754578, 1.621739935058395] Predicted: 1.4121450530378483 Movie Vector: [0.9895693516283728, 0.6496916108824723] User Vector: [-0.3356322738038928, -0.9896030364308016] Predicted: -0.9750682024465882 Movie Vector: [-0.04610154009211291, 0.7867626738290595] User Vector: [0.07034493587868648, -0.1543670519448543] Predicted: -0.12469324442093128 Movie Vector: [0.6279229195974394, -0.7665658937734903] User Vector: [-0.3210863373428647, -0.28566343408331574] Predicted: 0.01736237527930154 Movie Vector: [-1.368447892609628, -0.13264536883881406] User Vector: [-0.3843377687493086, 0.2328018319817437] Predicted: 0.49506612482570783 Movie Vector: [1.585791138450496, -1.144042256656847] User Vector: [0.5297040414420177, 0.2420539509822346] Predicted: 0.5630800266057444 Movie Vector: [-0.7550837125418562, -0.4117102435971124] User Vector: [-0.24983399416339358, 0.039697018613408866] Predicted: 0.17230191062865002 Movie Vector: [0.4808927781488145, -0.0859764005003595] User Vector: [-0.6968185913722102, -0.5228924677420627] Predicted: -0.29013861604551283 Movie Vector: [0.9740835734458492, -0.36269041810177893] User Vector: [0.3276005710067079, -0.2091875472679469] Predicted: 0.394980653849412 Movie Vector: [-1.4629183098243501, 0.5196445990851689] User Vector: [-0.3535405488251947, 1.1333811827749434] Predicted: 1.106156352475487 Movie Vector: [-0.12508932198545183, 1.0163008339224164] User Vector: [0.0005058433186935496, 0.27240835425369997] Predicted: 0.27678556199770205 Movie Vector: [0.7346865267331174, 0.3751536128773172] User Vector: [-0.7093882770135985, -0.28485207029959947] Predicted: -0.6280412926527895 Movie Vector: [0.5869480059986937, 0.315829791413329] User Vector: [0.4459913605482523, 0.9505930501876755] Predicted: 0.5619993445261748 Movie Vector: [0.6707635300803566, 0.8996836791453356] User Vector: [0.18362513965575267, 0.888169118638553] Predicted: 0.9222403072469946 Movie Vector: [0.08604268921698693, 0.3565403240707741] User Vector: [0.5225172592562116, -0.02183928777976557] Predicted: 0.037172203406221495 Movie Vector: [0.9756589762695804, -0.21727068348888906] User Vector: [-0.7694190856297906, -0.4823987584873968] Predicted: -0.6458795294370899 Movie Vector: [-1.4872462935096915, -0.3627435775899316] User Vector: [-0.5611402676405961, 0.8894887290438674] Predicted: 0.5118974593882191 Movie Vector: [0.6407414304651636, 1.1493029757460338] User Vector: [-0.0779678289841801, 0.12213703413982649] Predicted: 0.09041523851211071 Movie Vector: [-1.8149939644916453, -0.08576006094471414] User Vector: [0.26031879806364394, -0.36108815058666843] Predicted: -0.4415101055285064 Movie Vector: [-0.6674340369303295, 0.40745395541279594] User Vector: [-1.075749613404288, -0.6609308238422921] Predicted: 0.44869302877188555 Movie Vector: [0.3051817176162099, -0.03801939788325229] User Vector: [-0.3798944559349286, -0.031218594462198754] Predicted: -0.11474993041088283 Movie Vector: [0.23950021630404433, 0.3692264100987253] User Vector: [-0.5235521798229704, 0.3856257551613725] Predicted: 0.01699235290578824 Movie Vector: [0.11652244434597872, -0.7431983467986341] User Vector: [-0.17605063262770035, -1.2244309611287332] Predicted: 0.8894812160375015 Movie Vector: [-0.5359659367362857, -0.2652448420648781] User Vector: [-0.025405333239013055, -0.13920011922285558] Predicted: 0.05053850686622365 Movie Vector: [1.204221445750094, -0.06367019949798416] User Vector: [0.9856353640304258, 1.5381444058382454] Predicted: 1.0889892818787101 Movie Vector: [0.3771488642765968, 0.9030893660423566] User Vector: [-1.0383151113042883, -0.4931494084990075] Predicted: -0.8369573516751723 Movie Vector: [-0.08389191377468144, 0.3163490006303856] User Vector: [1.506446357555642, 0.14715663133441267] Predicted: -0.07982581467546532 Movie Vector: [-0.3890260131731095, -1.3068748841313178] User Vector: [0.24437459041961512, 0.07768458100779728] Predicted: -0.19659210043510947 Movie Vector: [0.5027262017365146, -1.518362527835443] User Vector: [0.9034231459447419, -0.004536251003645988] Predicted: 0.461062160262445 Movie Vector: [1.4313981747249158, 0.8025534668957979] User Vector: [0.5339890944649712, 0.025697253444589382] Predicted: 0.7849744349818256 Movie Vector: [0.9256795307125288, -1.5510796066406023] User Vector: [-0.5482269593658029, -0.047763959146642276] Predicted: -0.4333967715049214 Movie Vector: [-0.6210917835945756, 0.1711884776160716] User Vector: [-0.021449250829928976, -0.8523577336856167] Predicted: -0.13259186935919767 Movie Vector: [0.7916364741143738, -1.562758031004577] User Vector: [0.372196642582481, 1.642568597478083] Predicted: -2.2722928293735953 Movie Vector: [0.4685745695813083, -0.29322423997286007] User Vector: [-0.7535712940908422, -0.7045991778964269] Predicted: -0.14649878635326405 Movie Vector: [0.27797954472658765, 0.25513071816227867] User Vector: [0.22342684497941329, 0.007313753690410998] Predicted: 0.06397405587857176 Movie Vector: [-0.027442752885032395, 0.356677834868108] User Vector: [-0.8472370459332774, 1.398684639112922] Predicted: 0.5221303256286698 Movie Vector: [-1.3273542418365987, -0.1855790855727922] User Vector: [1.8688750264400311, -0.052760805768977244] Predicted: -2.4708678917189704 Movie Vector: [-0.585797635891175, 0.8875368803159417] User Vector: [-1.4167788857483357, 0.5315979093135041] Predicted: 1.3017584718664925 Movie Vector: [0.38428117411613605, -0.5747023326624037] User Vector: [-1.5037869300330426, 0.5649118793240379] Predicted: -0.9025331818898241 Movie Vector: [0.2755773214136506, -0.4400540606023776] User Vector: [-0.39911169040051064, 0.11906619636421217] Predicted: -0.16238169377599854 Movie Vector: [0.11127723145819729, -0.0023047551511677852] User Vector: [0.18757505581601167, -0.1255324942295779] Predicted: 0.021162154564537166 Movie Vector: [0.43649597043021177, 0.04513180260624959] User Vector: [-0.3709444880806739, 0.9828283302106964] Predicted: -0.11755896010561284 Movie Vector: [2.124160677143167, 0.47027401453535833] User Vector: [-0.23475212431268594, 0.5409911734908267] Predicted: -0.2442371403551063 Movie Vector: [-0.039145844811223775, 0.7758515548486826] User Vector: [0.6438553766733739, -0.7487228290565082] Predicted: -0.6061020337303242 Movie Vector: [1.1996047268563779, -0.7638142077393] User Vector: [0.8616627716503569, -0.6683181159789933] Predicted: 1.5441256061022521 Movie Vector: [-0.18901670173494972, -0.3173758500491897] User Vector: [-0.5962131317216672, -0.6322912120620843] Predicted: 0.3133682005959312 Movie Vector: [-0.9375987751184737, -1.7955578644401144] User Vector: [1.386968300222277, -0.12039150896111411] Predicted: -1.0842498586896174 Movie Vector: [1.5731162883199008, -0.6207764912654222] User Vector: [-0.6613503490520556, -0.4899350196307534] Predicted: -0.7362408639454056 Movie Vector: [-1.949586464485239, -0.7033445061085526] User Vector: [-0.28177483610275755, 0.569480169977335] Predicted: 0.14880365760715958 Movie Vector: [0.7570346160424452, -0.07883195512386397] User Vector: [-0.4489309791159186, 1.3035993605785945] Predicted: -0.44262157769720795 Movie Vector: [0.08807062851919123, -0.8913700766735765] User Vector: [-0.23684117334585775, -0.5381691024695798] Predicted: 0.4588490831358668 Movie Vector: [0.30237819603306737, -0.632661246151546] User Vector: [0.23802816768502208, 1.2941166125029449] Predicted: -0.746762900781877 Movie Vector: [-0.4579721303211377, -0.7042130949411223] User Vector: [0.7630978295671529, -0.1419204915904588] Predicted: -0.24953527003182294 Movie Vector: [-1.8066950933350645, -0.5719583929767275] User Vector: [0.8593569688046022, 1.0274974530113588] Predicted: -2.140281810974626 Movie Vector: [1.2948308260245762, -0.8376729483997858] User Vector: [-1.516050301009392, -0.3428429625116402] Predicted: -1.6758383883055556 Movie Vector: [-0.19448761898625894, -0.37698578571109187] User Vector: [-1.084238228904753, -2.4881420849946347] Predicted: 1.1488651104261005 Movie Vector: [-0.4189859148870383, -1.4612122412817294] User Vector: [-0.819474773014878, 0.10722250491786414] Predicted: 0.1866735507716132 Movie Vector: [-0.48822339087340577, -0.1089084838590889] User Vector: [0.2890104409956142, 1.1874471866400078] Predicted: -0.2704247302604009 Movie Vector: [0.2621102869491231, 0.4876670327282906] User Vector: [-0.1748593214003423, -0.3530140562418477] Predicted: -0.21798574422681238 Movie Vector: [-0.044949847128371176, 0.10127993201377236] User Vector: [-0.2547941995285299, -0.6832483291029349] Predicted: -0.05774638400206568 Movie Vector: [-0.7022159634779821, 0.8901912361190941] User Vector: [0.8463253183540356, 0.013632873728683492] Predicted: -0.5821672841273967 Movie Vector: [0.06193737127270993, 0.11137585664911963] User Vector: [0.3165804801861759, -0.778815037057574] Predicted: -0.06713302918451919 Movie Vector: [-0.2031993865966797, 0.4596233367919922] User Vector: [0.6525344543203583, -0.6675782587747282] Predicted: -0.4394291477189245 Movie Vector: [-0.40865176569853395, -1.0055018271706353] User Vector: [0.5667550264948846, -1.032127786789269] Predicted: 0.8062009331945401 Movie Vector: [-0.9768766183200067, 0.37615447711178757] User Vector: [0.44178836591843496, -0.25170424727978297] Predicted: -0.5262524044338652 Movie Vector: [0.48509125792420327, 0.09821720515269737] User Vector: [-0.5814165426244673, 0.3744853295198415] Predicted: -0.24525917960351823 Movie Vector: [-0.5050347424801624, -0.20398298886082328] User Vector: [-0.39379980213783283, 0.5244259576634956] Predicted: 0.09190860738101993 Movie Vector: [-1.6001407869652147, 0.8372157619321194] User Vector: [-0.9392520286836032, -0.2559411733536803] Predicted: 1.2886574958773531 Movie Vector: [0.0695098083463536, 0.17693825384068768] User Vector: [-1.6555086035896809, 0.5086013026115573] Predicted: -0.025083059366070068 Movie Vector:
avg loss: 14.761950751985973: 15%|██████▉ | 10779/70000 [00:17<01:25, 696.70it/s]
[-1.3106906582143392, 0.6173050752139988] User Vector: [0.06545029198105051, 0.9208563133456253] Predicted: 0.48266418949414314 Movie Vector: [0.6547960419756312, 0.17160005558790373] User Vector: [0.6375030006970108, -0.6228218349149381] Predicted: 0.3105581801112272 Movie Vector: [-0.668812132919437, -0.21027279898510665] User Vector: [-0.47291611706127257, 0.1915683086131384] Predicted: 0.2760104324948005 Movie Vector: [-0.3896281984007676, 0.5312645313647995] User Vector: [-0.030091951330808574, 0.2784793298690342] Predicted: 0.15967086346104237 Movie Vector: [-0.25006523112988505, 1.246750035987364] User Vector: [-0.5072842436870637, 0.46989625717135663] Predicted: 0.7126973271848711 Movie Vector: [-0.7261245944172862, 0.25058468088728253] User Vector: [-0.2975861547026937, 1.2878394360605543] Predicted: 0.5387974600069851 Movie Vector: [-0.7938238675905575, -0.09937151052000207] User Vector: [1.542094939822994, -0.09844834549754128] Predicted: -1.2143688085218314 Movie Vector: [0.2201963408715452, 0.09430610793865761] User Vector: [0.6751960940795517, -1.828536021984169] Predicted: -0.0237664061718858 Movie Vector: [0.278627018295002, -0.3019508613581862] User Vector: [0.0871777005546487, -0.4129766837278578] Predicted: 0.14898872813983022 Movie Vector: [0.7020295638702913, 0.3138595808418898] User Vector: [-0.4789452795410005, 0.706529885015864] Predicted: -0.11448257215055563 Movie Vector: [-0.33915210286740327, 0.21126925976612979] User Vector: [0.06873299152604741, -0.06944952978799522] Predicted: -0.03798348936184192 Movie Vector: [1.7735142621396438, 0.260320293812219] User Vector: [-0.2587211716251864, 0.5436415161695104] Predicted: -0.3173247685769794 Movie Vector: [-0.40268471474401957, 0.20571558609010268] User Vector: [0.8552519687949889, 0.33250668749694057] Predicted: -0.2759950869911595 Movie Vector: [-0.9174088003462633, 0.3569671645754937] User Vector: [-0.6901535906268401, 1.0272721200325532] Predicted: 0.9998553935671122 Movie Vector: [0.48877891849484606, -0.22553671879301632] User Vector: [-1.9822832954444956, -1.018643365650322] Predicted: -0.7391568029887116 Movie Vector: [-0.18339410291765051, 0.37752698339768154] User Vector: [-1.3733959197998047, -0.08337974548339844] Predicted: 0.22039460887363277 Movie Vector: [0.023595172621763288, -0.3876995112508131] User Vector: [-1.6122347081616655, -0.5674970015623417] Predicted: 0.18197735389614916 Movie Vector: [0.289811525607129, -0.3549339144727462] User Vector: [-1.3750100446686557, -1.0032652678490304] Predicted: -0.042400889998345126 Movie Vector: [1.065722665439243, 0.3753396014849063] User Vector: [-0.571243024278871, 0.47610884384308394] Predicted: -0.43008413473654994 Movie Vector: [-0.5446694568919003, 0.05057255473486846] User Vector: [-0.17980839284807262, 0.33714475783208503] Predicted: 0.11498641139620225 Movie Vector: [0.6171168814688242, -0.2161431452716023] User Vector: [0.7399288707826048, -1.4210182505980338] Predicted: 0.7637659514187186 Movie Vector: [0.7980280988794897, -0.11404408598236396] User Vector: [0.7756812581202285, -0.5866099534513263] Predicted: 0.6859148357236502 Movie Vector: [0.8974868668562759, 0.8488652226125272] User Vector: [-1.0936724038373238, -0.4404824165530519] Predicted: -1.3554668236713419 Movie Vector: [-1.0416409376882942, 0.541882830938413] User Vector: [0.29036523853716734, -0.12558666406712754] Predicted: -0.3705095763947468 Movie Vector: [0.32302696857879437, -0.11926333875285769] User Vector: [-0.009748742229475409, 2.259584686080236] Predicted: -0.2726347205066003 Movie Vector: [1.5300045348725946, 0.014375670361589002] User Vector: [0.14990755064635022, -0.1801136179661894] Predicted: 0.22676997830104387 Movie Vector: [0.5260155163721248, -0.23754813136475333] User Vector: [-0.38800481250051566, -0.02655470925625604] Predicted: -0.19778853023957027 Movie Vector: [-2.3909322078379107, -0.3091752588186011] User Vector: [-0.6495619850042337, 0.13498899888529525] Predicted: 1.5113234122657233 Movie Vector: [0.47034685351596683, 0.6190463166142747] User Vector: [-0.8615113917193297, 0.8162273622961284] Predicted: 0.10007336978585507 Movie Vector: [1.4489792798369854, 1.2264340580620448] User Vector: [-0.08893204043776744, 0.6833553993962337] Predicted: 0.7092296516721823 Movie Vector: [1.192502639038027, 0.7809244562545605] User Vector: [0.28949977113310715, -0.8042846717392319] Predicted: -0.2828563288747023 Movie Vector: [0.6759179132396986, -1.9364562784677175] User Vector: [0.4839727833292352, 0.9710304053058493] Predicted: -1.5532320511648587 Movie Vector: [0.8156549032774685, 0.20497845211586868] User Vector: [2.004309438350907, 0.46472110143321066] Predicted: 1.730082633113587 Movie Vector: [0.07961825904443376, 0.34487166086748045] User Vector: [0.5733445950396057, -1.069327769060523] Predicted: -0.3231321452380308 Movie Vector: [0.7091708748806644, 0.31491506862230406] User Vector: [-0.45305245825554, -0.3001209105663628] Predicted: -0.41580420533391155 Movie Vector: [0.3117731581307588, 0.2332792368388268] User Vector: [-0.7912980535105134, 1.4085176306525606] Predicted: 0.08187242478696691 Movie Vector: [0.0660331070672962, -0.4427746974193632] User Vector: [-0.49361070649003586, -0.15949578862312092] Predicted: 0.038026050916044815 Movie Vector: [-0.1575426577475012, 0.8347338019127434] User Vector: [-1.7795332849049577, -0.7663183719995752] Predicted: -0.3593194448807211 Movie Vector: [0.1463103200752725, -0.715587194850044] User Vector: [-0.9743044119516038, -0.34957713810685165] Predicted: 0.10760213327819906 Movie Vector: [1.1156705938326428, -1.1487133839314205] User Vector: [0.5373481591876702, 0.14621413909182232] Predicted: 0.43154540136099895 Movie Vector: [-0.38155600577382504, -1.1022276434498555] User Vector: [-1.0138632808737869, -0.6358117448175167] Predicted: 1.0876549050189 Movie Vector: [0.047748488265982575, -0.22675175596494246] User Vector: [0.04013996728508348, -0.26491543440654125] Predicted: 0.06198666269080749 Movie Vector: [0.14847746445475327, -0.1167927635961048] User Vector: [-1.4483942110428631, 0.2598751754922595] Predicted: -0.2454054399223508 Movie Vector: [-0.2992707411610666, 0.44183936155101244] User Vector: [1.1599596939100774, -1.5136535265713635] Predicted: -1.0159337051031625 Movie Vector: [-0.2865634918871416, -0.18965649498141754] User Vector: [0.13237650453322333, -0.04339770687384577] Predicted: -0.029703616406929943 Movie Vector: [-0.05748543275771582, -1.4087287863392783] User Vector: [-0.2416775859546563, -0.5500934510431248] Predicted: 0.7888254202776099 Movie Vector: [1.0651893247811255, 1.3493286885372127] User Vector: [-0.247321871355657, 0.4191427904410565] Predicted: 0.3021167745827219 Movie Vector: [1.948843002319336, -0.10117530822753906] User Vector: [-0.1037475061651115, 0.11400312680703259] Predicted: -0.21372190289156445 Movie Vector: [-0.04083137853425062, 0.016700767752822532] User Vector: [-0.6780966261888643, 0.2625050992754203] Predicted: 0.032071656723646175 Movie Vector: [1.074126626562244, 0.14513393876851172] User Vector: [0.6393723539263942, -0.6378064735169681] Predicted: 0.594199503966547 Movie Vector: [1.1874818076099105, 0.303336734308613] User Vector: [-0.8502970263652564, 1.438455692687227] Predicted: -0.5733757976061692 Movie Vector: [-0.25513579310929707, -0.14591275905517948] User Vector: [1.200363932051545, 1.307665432978494] Predicted: -0.4970608750707432 Movie Vector: [-2.120970500639872, -2.0580745913659158] User Vector: [0.15005232473139057, -1.3600453179527765] Predicted: 2.4808181576770734 Movie Vector: [1.775214076820517, 0.2340866022274778] User Vector: [-1.6611804179271907, 1.8889233667996108] Predicted: -2.5067792092407295 Movie Vector: [0.8529592007078546, -0.3567642499614648] User Vector: [-0.752015133918299, -0.9950776180656332] Predicted: -0.28643010748453596 Movie Vector: [0.26684491955081957, -0.14507409901727292] User Vector: [1.076616147638996, -2.0368943265245925] Predicted: 0.5827901585177913 Movie Vector: [-0.02463144220454716, 0.12855925064985596] User Vector: [0.5266157763409819, 0.38726363042942785] Predicted: 0.03681501607300437 Movie Vector: [-0.28200698444698813, 0.6033783966651899] User Vector: [0.4125946607358, 0.6258292737970756] Predicted: 0.2612572877367886 Movie Vector: [-0.2623953627759915, -0.32278291417680033] User Vector: [0.8968435142943848, 0.9222642679850155] Predicted: -0.533018727347907 Movie Vector: [1.0464554089020166, 0.5767370376589062] User Vector: [-0.14477875768685594, -0.19827698016521647] Predicted: -0.26585819225196544 Movie Vector: [-1.1358242148999573, 2.1068403857289995] User Vector: [-0.03303468669379436, -0.6673848461281562] Predicted: -1.3685517495678885 Movie Vector: [0.31042308057568035, -0.3745946200026733] User Vector: [-0.7106856386441441, 0.809808072977301] Predicted: -0.5239629726408392 Movie Vector: [-0.12281269989045199, 0.14285830206561118] User Vector: [-1.0765103066489092, -0.5580185782296966] Predicted: 0.05249155061249006 Movie Vector: [1.226138873933643, -1.118654614406017] User Vector: [-0.005197621930879585, -1.4571726783041992] Predicted: 1.6236999342699054 Movie Vector: [-0.8633136749267578, 1.7706775665283203] User Vector: [-0.2625945523569425, 0.4849886455220306] Predicted: 1.0854599826578342 Movie Vector: [-0.03909402457188116, -0.09315216819217984] User Vector: [1.4735610138945956, 0.041189058096562675] Predicted: -0.06144428055284991 Movie Vector: [0.5525667776114958, -1.178344872849873] User Vector: [-0.32189567155282883, -0.4270073508647101] Predicted: 0.3252930686036029 Movie Vector: [-0.5770807718442593, -1.1879554424523988] User Vector: [-0.16702081174785718, -1.0596566343353815] Predicted: 1.355209364847016 Movie Vector: [-0.2755411396740447, 1.0499404502115484] User Vector: [-0.15862001893407937, -0.8733874555591168] Predicted: -0.8732984775066429 Movie Vector: [0.11556184733014062, -1.015510449933126] User Vector: [-0.9417558504251152, -0.3078464519660146] Predicted: 0.20379024313723004 Movie Vector: [0.9107794387279649, 0.12229693807009023] User Vector: [-0.7689077413330789, -0.43680543651034265] Predicted: -0.753725328502513 Movie Vector: [0.7774565812089596, 0.15362023682566534] User Vector: [1.0736376353503474, 0.6723920094395855] Predicted: 0.9379996651665468 Movie Vector: [0.49010720283667797, 1.4460360514124662] User Vector: [-0.6397952504588387, -1.214913338285753] Predicted: -2.0703767470936416 Movie Vector: [0.3409651399401289, -0.6478691294657969] User Vector: [-0.5398236765194808, -0.34090133623753943] Predicted: 0.03679839653448194 Movie Vector: [-0.5073432954525857, 0.4524124991462716] User Vector: [0.804283499629147, -0.6830416057956842] Predicted: -0.7170644010788978 Movie Vector: [-0.4038569496648564, 1.268789662718547] User Vector: [0.015563717387234569, 0.466924494104045] Predicted: 0.5861434559598451 Movie Vector: [0.5646361880235989, 0.1495142560693069] User Vector: [1.1080876880651405, -1.972071630335455] Predicted: 0.33081358545999284 Movie Vector: [-1.5522893077385407, 1.273051778638207] User Vector: [1.1736513322067617, 1.145771338876783] Predicted: -0.3632201731278817 Movie Vector: [0.8002312905184091, -0.08719661768833106] User Vector: [-0.4826172889905448, 0.4885526703281502] Predicted: -0.42880559641061666 Movie Vector: [0.667285245580175, 0.18178098403517967] User Vector: [-0.6592082977294922, -1.7717838287353516] Predicted: -0.7619565787240437 Movie Vector: [1.916639761232263, 1.562495627370536] User Vector: [-0.5548987943324777, 0.1657931676286887] Predicted: -0.8044899932097342 Movie Vector: [-0.6798967561795304, 0.0778336382518004] User Vector: [-0.8288354323575269, 0.6220766426696733] Predicted: 0.6119410102369869 Movie Vector: [-0.7595888713706591, -0.45156538715012656] User Vector: [-0.8161723718080602, 0.7486896879092203] Predicted: 0.28187310196956394 Movie Vector: [-0.10427359842624917, 0.6959878221144878] User Vector: [-0.9177685615400276, -0.27410822238447563] Predicted: -0.09507695428678371 Movie Vector: [-0.4763793497932463, 0.11765973937461738] User Vector: [-0.7700537150700401, 1.6857749016482846] Predicted: 0.5651855236631478 Movie Vector: [0.41721638430559477, 1.7556383138381302] User Vector: [1.0247356260701856, -0.4336335775398838] Predicted: -0.33376723011758486 Movie Vector: [1.555458140048612, -0.01620678461661891] User Vector: [-0.2650247212334033, -0.6601971596567764] Predicted: -0.40153518678555045 Movie Vector: [-0.8631425315494341, 0.29706895468250405] User Vector: [0.2693437376459397, -0.9218060955416045] Predicted: -0.5063220087912079 Movie Vector: [0.5559293606621649, -0.8306169756336605] User Vector: [-0.25079691766056045, 0.40336077541598325] Predicted: -0.4744636774563492 Movie Vector: [0.06744728968464722, -1.0201274173915031] User Vector: [-1.212445986734505, -0.5774806625946793] Predicted: 0.5073276612319741 Movie Vector: [0.9552888993263899, -0.5602460318268048] User Vector: [-0.2499843951715726, -0.7536587841218387] Predicted: 0.18342702544344977 Movie Vector: [0.38962364196777344, 1.1075496673583984] User Vector: [-0.16498410628815677, -1.2950149943295108] Predicted: -1.4985751345525777 Movie Vector: [-0.4392058579860571, -0.17277021509024212] User Vector: [-0.20565672301163646, -0.674886113375612] Predicted: 0.2069258564502487 Movie Vector: [1.939941730780192, 0.5318964438580686] User Vector: [-0.004768563398793502, 0.7545924116308967] Predicted: 0.3921142851755673 Movie Vector: [-0.8359899000014227, 0.4415342612767009] User Vector: [0.6318263617722449, 0.7320903301520865] Predicted: -0.20495749388472417 Movie Vector: [-1.3134017187960714, 0.45380186887814944] User Vector: [1.9533036933069488, -0.9539324666926038] Predicted: -2.9983687642887076 Movie Vector: [-0.3022459415986274, -1.037032173726634] User Vector: [-0.2221393585205078, -0.9347629547119141] Predicted: 1.0365199784261732 Movie Vector: [-0.1940238870713663, 0.7368323726298991] User Vector: [0.6913768333773039, 0.9396474344561732] Predicted: 0.5582190279229828 Movie Vector: [-0.2760823519055711, 0.060812635085653044] User Vector: [-0.8808363628136177, -0.09942225469033736] Predicted: 0.23713724539565617 Movie Vector: [-0.8399329982034467, 0.09479335312491777] User Vector: [0.5936114932853596, -0.5541418849191889] Predicted: -0.5511228487016494 Movie Vector: [-0.745451829817474, 0.8126554078147492] User Vector: [-0.013518178635530537, -0.14807733585976462] Predicted: -0.11025869676158288 Movie Vector: [-0.9667910137561004, -0.18639053198556788] User Vector: [0.5609790144203757, -0.6859749707337184] Predicted: -0.414490230323531 Movie Vector: [1.03516327602071, 1.400214612189561] User Vector: [-0.07856730631443631, 0.3147071435989919] Predicted: 0.3593275508351723 Movie Vector: [0.057111385585403726, 0.5658890760051992] User Vector: [-0.4867113669608172, 0.5178917693219014] Predicted: 0.2652725342649704 Movie Vector: [-0.8877570390955594, 0.27208949744041255] User Vector: [0.4575397772307232, -0.7250003269238574] Predicted: -0.6034491324996358 Movie Vector: [-0.07851962462510886, 1.3121216737139094] User Vector: [1.0097894705316348, 0.4832932579585216] Predicted: 0.5548512683506522 Movie Vector: [-0.15657271357701552, 1.600918905219198] User Vector: [0.17915710583452885, 0.3790262145852304] Predicted: 0.5787391182860472 Movie Vector: [-0.04065786159850249, -0.05284004984619421] User Vector: [-0.6275707059672215, -0.6849433676140251] Predicted: 0.061708124593035 Movie Vector: [1.7232500126310735, 0.3659387580465606] User Vector: [-0.30038830388402143, -0.7121506336582176] Predicted: -0.778247666885326 Movie Vector: [0.08714634406603446, 0.7690192237484766] User Vector: [-0.3380989472241489, 0.4190032791616184] Predicted: 0.29275748930577433 Movie Vector: [-0.1282284653673503, -0.06714536682800215] User Vector: [-0.07513530480935338, 1.6141167217879187] Predicted: -0.09874597455705061 Movie Vector: [0.13331792716065605, -1.0477881415684276] User Vector: [-0.5546237639069241, 0.03043377427023527] Predicted: -0.10582943834163505 Movie Vector: [-0.6497078490160665, 0.2970156167817739] User Vector: [-1.169390769948568, -0.6816533179143172] Predicted: 0.5573006811508623 Movie Vector: [0.04361093760017992, -0.09535372933332406] User Vector: [-0.7652252289336768, -0.20376542850924498] Predicted: -0.013942396191550636 Movie Vector: [0.48485222089674296, -1.2681709128778744] User Vector: [0.46953498055930787, -0.4320422001039366] Predicted: 0.775558429420464 Movie Vector: [0.048635334819982376, 0.7298198951580823] User Vector: [-0.3920293380219045, 0.8144953724380385] Predicted: 0.5753684492055211 Movie Vector: [0.6272837846676261, 0.34001648050230504] User Vector: [0.014332742835361668, -0.8754328078897426] Predicted: -0.28867088508448735 Movie Vector: [-0.12899026967274133, 1.6592725454689037] User Vector: [-0.026081222805178654, 0.488417658999826] Predicted: 0.8137822362636391 Movie Vector: [1.4534454818760407, 1.7862925225830943] User Vector: [0.0615201309905781, 0.6261972782074432] Predicted: 1.2079876721565193 Movie Vector: [0.06970405578613281, 1.0875797271728516] User Vector: [0.2250748976180027, -0.4398405301355579] Predicted: -0.46267301054476906 Movie Vector: [0.218780863756395, -0.42311008641454007] User Vector: [-0.20098705112707022, 1.0463421578478298] Predicted: -0.4866900414756027 Movie Vector: [-0.16937613097466875, -0.7945977999825212] User Vector: [-0.6324036468223005, -0.6799663602040827] Predicted: 0.6474138567933189 Movie Vector: [-0.13230849741614412, -2.3467638851464647] User Vector: [0.7616861442747354, -0.385715861694502] Predicted: 0.8044065049011194 Movie Vector: [0.4166322929344243, 0.21073022265300922] User Vector: [0.4649591769467262, -0.7281455681550472] Predicted: 0.040274730311102264 Movie Vector: [-0.2578848098093729, -0.18217438666190916] User Vector: [-0.05933247583726836, -0.7167387259143461] Predicted: 0.14587238203709738 Movie Vector: [-1.1266823971112083, 1.6327396676915003] User Vector: [0.5723344547526551, -0.4220096219442353] Predicted: -1.3338710053259044 Movie Vector: [-0.6152920427842455, 1.4714764948407413] User Vector: [-1.0768808988165999, -1.2911697968573248] Predicted: -1.237329758855648 Movie Vector: [-0.20985777894268837, -0.08876871515397358] User Vector: [0.5112573175052774, 0.7957697644289393] Predicted: -0.1779307846665915 Movie Vector: [-0.09496216204349667, -0.5827811483525085] User Vector: [1.0046832064144897, 0.568622751722699] Predicted: -0.4267895096782305 Movie Vector: [-0.9469996829059432, -0.3799548858228954] User Vector: [0.3176394458554496, 0.9774473847916753] Predicted: -0.6721903639899389 Movie Vector: [-0.7618405753139121, 0.4214702778517318] User Vector: [-0.0308014525949913, -0.5061670437961816] Predicted: -0.189868568222694 Movie Vector: [0.045957131142456385, 0.8200646807744743] User Vector: [0.09621286209553498, -0.7388537014997576] Predicted: -0.6014861577385219 Movie Vector: [0.06809037326738449, 0.5489507871600825] User Vector: [0.0003379589357127566, 0.5271758212612875] Predicted: 0.28941659380322843 Movie Vector: [0.04696865740935893, 0.25101458801652243] User Vector: [1.1817106972305365, -0.2671568147745264] Predicted: -0.011556892901238396 Movie Vector: [-0.7201971993817746, 0.19763708791490697] User Vector: [-0.9329612185926821, -0.02024302091086763] Predicted: 0.6679152850588328 Movie Vector: [-0.12004677878968026, -0.27752332747305175] User Vector: [1.159484691628733, 0.03438792425074515] Predicted: -0.14873585344893317 Movie Vector: [-0.27339857828416664, 0.6454755802134646] User Vector: [0.44144548212347207, 0.8951962234289941] Predicted: 0.4571367345202065 Movie Vector: [-0.7433532037313596, 0.14816414639611883] User Vector: [0.10834818345568496, 0.10933789783878083] Predicted: -0.0643410129882275 Movie Vector: [0.19064607541029444, -1.1668109328390643] User Vector: [0.46187046081848876, 0.5627224197549017] Predicted: -0.5685368808206833 Movie Vector: [-0.9088039949162315, -0.26241823909025874] User Vector: [0.060909123303561935, -0.37051043308179515] Predicted: 0.04187424082877142 Movie Vector: [-0.3530369483036828, 0.33719185403347146] User Vector: [1.1845063064370522, -1.518670316565686] Predicted: -0.9302577513793866 Movie Vector:
avg loss: 14.773243655612454: 15%|██████▉ | 10849/70000 [00:17<01:26, 681.57it/s]
[-0.9006960368186554, -0.3117389796166013] User Vector: [0.7789841313360397, -0.3718936240608255] Predicted: -0.5856941809483523 Movie Vector: [0.2865454970581473, 1.0594907756587386] User Vector: [0.8212545163316366, -0.250648202029952] Predicted: -0.030232674392684927 Movie Vector: [-0.5753908530012981, -0.38212297829654285] User Vector: [0.8127857422058984, 1.060862331277467] Predicted: -0.8730493551055044 Movie Vector: [0.9630568144557515, -0.12764412886842014] User Vector: [-1.4200285944542692, 0.23756270696610846] Predicted: -1.3978916993935193 Movie Vector: [-0.3778442706698105, -0.7383355981973074] User Vector: [0.8054911899733355, 0.17792250555627837] Predicted: -0.4357167507790913 Movie Vector: [-1.0065796252120467, -0.945296838899059] User Vector: [-0.016096277567018008, -0.11076667281872934] Predicted: 0.12090957071162924 Movie Vector: [1.6723918914794922, 2.215604782104492] User Vector: [0.08997605330684014, -1.3852114752294264] Predicted: -2.9186059467666494 Movie Vector: [0.5262088775634766, -2.120332717895508] User Vector: [1.583055508383774, 0.19315741772110756] Predicted: 0.42345986968903065 Movie Vector: [0.3377433897426561, 0.07490355904510547] User Vector: [0.2867762573300583, -0.19201554395885276] Predicted: 0.08247413761386616 Movie Vector: [0.09311840617610209, -0.33928429869977095] User Vector: [-0.1173743486618006, 0.9039942632645448] Predicted: -0.3176407719136722 Movie Vector: [-0.39273137420278853, -1.7784467316146013] User Vector: [-0.7947442996488309, 0.7306447361115715] Predicted: -0.9872917219681191 Movie Vector: [1.208520871555225, 0.23880206389391012] User Vector: [0.8659361594936119, -0.3491251092167908] Predicted: 0.9631301255442477 Movie Vector: [-0.5205001881674809, -0.06651125616756329] User Vector: [-0.5305446157812524, -0.08167143679122447] Predicted: 0.28158064219937984 Movie Vector: [0.6961954624837444, 1.0226943792615522] User Vector: [0.6931606037475497, 1.7055486425061408] Predicted: 2.2268302773497375 Movie Vector: [-0.19232249912480925, 0.2565503017267441] User Vector: [-0.5359909404793828, -0.116007532215047] Predicted: 0.07332134978890649 Movie Vector: [1.0124890547579193, 0.5993736645975192] User Vector: [0.6272609359845805, -1.031657862747404] Predicted: 0.01674627835583964 Movie Vector: [1.2924208435577258, -0.8686964880916912] User Vector: [0.5888952153488588, -0.17901486541265574] Predicted: 0.9166100358884615 Movie Vector: [-0.28703238734572234, 0.23605170822618154] User Vector: [0.03929413070373719, 0.12310165742147633] Predicted: 0.017779668375245153 Movie Vector: [1.4910388239786503, -0.1766803030812069] User Vector: [0.2125064639253826, -0.12604886932727724] Predicted: 0.33912574049495076 Movie Vector: [-0.7504870924695723, 0.08447192353873414] User Vector: [-1.073359206156017, 0.01828510643390673] Predicted: 0.8070868079160601 Movie Vector: [0.8788027610025353, -0.17513002855479892] User Vector: [0.08978128149402193, 0.8113948070944262] Predicted: -0.06319955767237015 Movie Vector: [-0.09240853418049776, -1.4882188611300433] User Vector: [0.2037640916241241, 0.9317583544825675] Predicted: -1.4054898981820556 Movie Vector: [-0.05588293849310205, 0.4706310159696568] User Vector: [0.4852491038661183, 0.44752460166695424] Predicted: 0.18350181212875144 Movie Vector: [0.6064732208997525, 0.8975363462347802] User Vector: [0.0794751732253956, 0.19068784258367683] Predicted: 0.21934883379151765 Movie Vector: [-0.5347604214376569, 0.5449088821547237] User Vector: [-0.7306587082021115, 0.3787859827719364] Predicted: 0.5971312051733895 Movie Vector: [-1.1981791120050598, 0.1285428489421879] User Vector: [0.18779034051638038, -0.9307697187003715] Predicted: -0.34465025479390904 Movie Vector: [-1.3715634539593302, 0.794773144715232] User Vector: [0.5244397528549024, 0.39862098199835955] Predicted: -0.4024891474069373 Movie Vector: [0.7475963011261436, -0.1761011734843908] User Vector: [-0.09509168816340598, 0.822805622362923] Predicted: -0.21598722998646824 Movie Vector: [0.09580063731004072, 0.4903696626850788] User Vector: [0.25341553102162634, -0.9742038196352166] Predicted: -0.4534426290449023 Movie Vector: [-1.106335790898958, 0.7657278563820001] User Vector: [-0.5825915983738836, -0.616338003606254] Predicted: 0.17259475844988026 Movie Vector: [0.8934307098388672, 0.3280925750732422] User Vector: [1.1107922970806547, 0.6797335228721578] Predicted: 1.215431472347048 Movie Vector: [1.3313078353190901, -0.20840577314186837] User Vector: [-1.126128997167106, -0.23385920122165693] Predicted: -1.4504867498716585 Movie Vector: [-0.7964033307755876, 0.06865970105516578] User Vector: [-0.4697704630379652, -0.08370278385257235] Predicted: 0.36837975334662276 Movie Vector: [-0.9020722159431956, 0.1936908362486578] User Vector: [0.8142883305196938, 0.6627873273845241] Predicted: -0.606171047032464 Movie Vector: [-0.3481808632247467, -1.949951800737477] User Vector: [0.23067917596166998, -0.8430514654662478] Predicted: 1.563591648585971 Movie Vector: [1.5326831705324, 0.8074276230056842] User Vector: [0.705022988616304, -1.0236194050153353] Predicted: 0.2540782864366401 Movie Vector: [-0.5521091902010711, -2.2433166203389088] User Vector: [0.16632981785549958, 0.06897055990766668] Predicted: -0.2465550243974406 Movie Vector: [-0.26817518182886685, -0.30648249999036026] User Vector: [0.797617033304928, 0.9109764080034907] Predicted: -0.49309941989349865 Movie Vector: [-0.3310462239039021, 1.709647484863696] User Vector: [-0.04586689023318213, -0.34477325921974383] Predicted: -0.5742566746593845 Movie Vector: [-0.9067730403793212, 0.33621370528884276] User Vector: [0.7600788263511565, 1.386250774961613] Predicted: -0.22314247878901067 Movie Vector: [0.2667889571214166, -0.7426093071088753] User Vector: [-0.11705523864627662, -0.41043501380389064] Predicted: 0.27356381617009023 Movie Vector: [0.33036816967687155, 0.2715419488826229] User Vector: [0.27652534268700446, 1.012774576014109] Predicted: 0.36636595348241857 Movie Vector: [0.2926921844482422, -0.6169795989990234] User Vector: [0.235135667940375, 0.01806015740081112] Predicted: 0.05767962362015317 Movie Vector: [0.9848852702928024, 0.13895137475805824] User Vector: [0.7367060740749887, -0.8287888897919089] Predicted: 0.6104096052709039 Movie Vector: [0.5167170455248317, -0.7675511692944548] User Vector: [-1.1612746261670264, -0.5246343661017698] Predicted: -0.19736667272251074 Movie Vector: [0.9212443035545335, -0.7959444483629108] User Vector: [-0.8714231890357842, 0.6321755153712492] Predicted: -1.3059702407352494 Movie Vector: [0.06533552343502882, 0.6543528636034378] User Vector: [-0.20797559089539924, -0.0764736337980986] Predicted: -0.06362893535880679 Movie Vector: [0.7252764347249254, 0.017027289370882548] User Vector: [-0.38431913398487083, -1.1364979838713882] Predicted: -0.29808909133392075 Movie Vector: [-0.9976003909169192, 0.5228347335126555] User Vector: [0.4115452303343069, 0.3133626729315515] Predicted: -0.24672079306651695 Movie Vector: [-0.595403973956826, 0.37822432099582615] User Vector: [1.1893925496715483, -0.8689157198901728] Predicted: -1.0368141088271414 Movie Vector: [0.00024031465473763058, -0.46403370410942607] User Vector: [0.7833512509982886, -1.3872532719038586] Predicted: 0.6439205250848903 Movie Vector: [-1.0086279019196804, -0.7761237323451792] User Vector: [0.2475471093639468, -0.008102502756823983] Predicted: -0.24339437686307602 Movie Vector: [0.7334554619680721, 1.7853186671054075] User Vector: [-0.6474902251371575, 0.7335487243983858] Predicted: 0.8347129887020133 Movie Vector: [1.1237182627835045, 0.0020127857352115475] User Vector: [-0.5699744297864712, -0.07067495555274408] Predicted: -0.6406329296130453 Movie Vector: [-1.4450899487241053, -1.5748076640340052] User Vector: [0.3763158100977912, -1.2025670202111267] Predicted: 1.3500015652247317 Movie Vector: [0.5313188863807963, -0.41164268668212345] User Vector: [0.07535551892645126, 0.6096467925753045] Predicted: -0.2109188332241885 Movie Vector: [0.1818524445415209, -1.056644292316926] User Vector: [0.712489365143277, -0.9529331559346518] Predicted: 1.1364793129390462 Movie Vector: [-0.9938864095775856, 0.9413907010597199] User Vector: [-0.6157746615075975, -0.3353826891383238] Predicted: 0.2962839225834184 Movie Vector: [-0.9677517681457017, 1.178575153889076] User Vector: [0.8674635496340974, -0.09345338785338309] Predicted: -0.949631224931101 Movie Vector: [0.6375501047543, 1.1543022050740448] User Vector: [-1.5650835738527558, 0.3381690243573072] Predicted: -0.6074699459556805 Movie Vector: [-0.6961523899371259, -0.06110165004409307] User Vector: [-0.2086575069367683, -0.4514818294989574] Predicted: 0.17284370687966588 Movie Vector: [-0.22548639705878615, 0.6823546627023671] User Vector: [0.6659855787079046, -1.1690021948985883] Predicted: -0.9478447870343091 Movie Vector: [0.7417441677251645, -0.5039256369097351] User Vector: [-0.26589657184776544, -0.4565057313968719] Predicted: 0.03281771006091794 Movie Vector: [-0.9924499820352508, 0.7280755440970479] User Vector: [0.32918445256958956, -0.6459175173619395] Predicted: -0.7969758519340815 Movie Vector: [1.4993436006818313, -1.109933287998907] User Vector: [0.009012115962650502, -0.11351761810061035] Predicted: 0.1395092415014173 Movie Vector: [0.2443408966064453, -0.7524394989013672] User Vector: [-1.1811900123675838, 0.030422124790145583] Predicted: -0.3115038350170856 Movie Vector: [-1.5050684242012116, -0.41796343420642923] User Vector: [0.8746912917086149, 0.10480265257991482] Predicted: -1.3602739206606518 Movie Vector: [-0.5680131914439267, 0.09434257908011305] User Vector: [0.4005584657034077, -0.5454513045801795] Predicted: -0.2789817753007817 Movie Vector: [-0.610115391637813, 0.4620385486073489] User Vector: [-0.3638296154407096, 0.6422661727430795] Predicted: 0.5187297785878527 Movie Vector: [-0.07886711612248778, 0.34963863850500265] User Vector: [1.2091778511316267, 0.9021873090887507] Predicted: 0.22007517242834457 Movie Vector: [1.438427545916472, -0.9930614610155098] User Vector: [0.48474638528191477, 0.1728981309796036] Predicted: 0.5255740828154891 Movie Vector: [-0.5808862450008848, 0.5688212987364053] User Vector: [0.8020296709858746, -1.442768850335105] Predicted: -1.2865656551823246 Movie Vector: [0.7768374050022162, -0.6360452168440349] User Vector: [-0.11800283285073199, 0.5829576959881044] Predicted: -0.4624564686103258 Movie Vector: [-0.657147429756332, 0.7465719963758428] User Vector: [-0.38378951655221893, -0.3984883891544804] Predicted: -0.045293977853938294 Movie Vector: [-0.6202725728199296, -1.8231023874991483] User Vector: [-0.8507423705923631, -0.647454189826737] Predicted: 1.708067438283702 Movie Vector: [-0.20115772841939747, 0.026900513156981803] User Vector: [0.0857125515712316, -0.7337689241663259] Predicted: -0.03698050276982004 Movie Vector: [1.0529314554498506, -0.2555203998739175] User Vector: [1.2013166824265635, -1.947384824863725] Predicted: 1.7625006720411653 Movie Vector: [0.35256973249449464, -0.745423962767384] User Vector: [-0.2750621642102012, -0.39065552481438953] Predicted: 0.19422539572916697 Movie Vector: [1.4438136920003841, 1.2661265279730114] User Vector: [0.21975036526005753, 0.697461804764416] Predicted: 1.200353479444717 Movie Vector: [-0.5742899952519089, -0.11175528315634298] User Vector: [-0.7814229498501231, -0.17848371477928296] Predicted: 0.46870988024311455 Movie Vector: [0.03968614333249321, -0.5374359329973268] User Vector: [0.9608607218924787, -0.17801251443988977] Predicted: 0.1338031781147901 Movie Vector: [1.143345731242423, 0.0760843579022906] User Vector: [-0.2552805218961124, -0.6501765760765548] Predicted: -0.34134216229315245 Movie Vector: [-0.8245691761518925, 0.6986693308419313] User Vector: [1.3551912659791945, -0.7525743430897097] Predicted: -1.6432495584119984 Movie Vector: [-0.7183610508380159, -0.018695197599606694] User Vector: [0.37493960085495087, 1.2558794949161272] Predicted: -0.29282092098970003 Movie Vector: [-1.1043330395529294, -0.2351897691402745] User Vector: [1.3505597769761364, -0.5231255964876946] Predicted: -1.3684339953366738 Movie Vector: [-0.4194398560842888, 0.4736900680838001] User Vector: [0.21320835317284098, -2.076270159345554] Predicted: -1.0729366341115427 Movie Vector: [-0.24097870726580975, -0.8633269345827583] User Vector: [-0.2199238153644154, -1.2589795863901823] Predicted: 1.1399079437439863 Movie Vector: [-0.9117309596606236, -0.3295807936727465] User Vector: [0.5579463539613143, -0.6811131876879788] Predicted: -0.2842151397571167 Movie Vector: [-0.4007656289520908, 1.361531860742867] User Vector: [0.8213058309578342, -0.020291182469358668] Predicted: -0.3567782393300149 Movie Vector: [-0.32607078552246094, -1.4916515350341797] User Vector: [1.4337686217392316, 0.06436318184705289] Predicted: -0.5635174997498079 Movie Vector: [0.45537383275016335, -0.6080649624569253] User Vector: [0.3761572687646254, 0.48454550546565683] Predicted: -0.12334296739546574 Movie Vector: [0.6181245891249749, -0.0699389294876186] User Vector: [0.4609312900761535, 0.18248971616351903] Predicted: 0.27214982890219114 Movie Vector: [-0.9374726303693007, 0.5686177832816552] User Vector: [-2.375353603508323, 0.6745283605473558] Predicted: 2.610377811873191 Movie Vector: [0.19688350894871837, 0.16263306745611242] User Vector: [0.26579338337805075, 0.3897501009600334] Predicted: 0.11571658843528232 Movie Vector: [-1.236063075240172, -0.781273922177674] User Vector: [0.625909835916852, -0.5648899921788046] Predicted: -0.3323302168180053 Movie Vector: [2.0167908343512493, -1.3264357622608243] User Vector: [-0.21140307146907494, -1.1324384395481997] Predicted: 1.0757510678830422 Movie Vector: [-0.7267663043966965, -0.01694145074765452] User Vector: [0.26578720382253596, 0.09481851925307419] Predicted: -0.1947715471519275 Movie Vector: [0.9339433379056846, -0.7600510642722517] User Vector: [-0.49666116977351354, -0.2029243377573678] Predicted: -0.30962053182718796 Movie Vector: [0.46160513441684026, -1.2481486027076971] User Vector: [0.4191102790001557, -0.605334175404123] Predicted: 0.9490104618752185 Movie Vector: [0.4556755912707394, 0.37746914149794353] User Vector: [-0.3805325614464918, 1.1663392895957518] Predicted: 0.26685769040413065 Movie Vector: [-0.6480298404236514, -0.5577117986191622] User Vector: [-0.4671212669998746, -0.4283462629296454] Predicted: 0.5416022848427117 Movie Vector: [0.49131582285713576, -0.561766429343314] User Vector: [-1.0995321149074593, -1.555990566229833] Predicted: 0.33388573868920945 Movie Vector: [0.8663864686210125, -0.111897769864685] User Vector: [-0.8828842665671738, 0.3315112662971474] Predicted: -0.8020143532958548 Movie Vector: [1.2889816342670626, 0.06860327055289941] User Vector: [-0.023738353883545046, -0.6222423046512695] Predicted: -0.07328615935907247 Movie Vector: [0.12037812847864647, -0.5523852204889851] User Vector: [-0.18859514079599654, 0.27479780817912297] Predicted: -0.17449697795010355 Movie Vector: [-0.37076819513637943, -0.00028534483075015604] User Vector: [-0.4848092310590677, -0.21851270898125674] Predicted: 0.1798141950571875 Movie Vector: [0.4383894356844323, -0.9414655019712118] User Vector: [0.4651421737916723, 0.4376405077642968] Predicted: -0.2081100252436884
avg loss: 14.770928475030807: 16%|███████ | 10983/70000 [00:18<01:35, 617.62it/s]
Movie Vector: [0.0647567700309755, -0.1505903183681766] User Vector: [1.1571852138098744, 0.7617643256395935] Predicted: -0.03977875554565448 Movie Vector: [0.11854482213533703, -0.6735416545649677] User Vector: [0.713021228864001, -0.8903530213198968] Predicted: 0.6842148218811237 Movie Vector: [-0.008289474380433322, 1.2969691296637516] User Vector: [0.283609797649701, -0.7079842573402599] Predicted: -0.9205847022098914 Movie Vector: [-0.7281230401478942, 0.6620400441918712] User Vector: [1.137072784742222, -0.017423769797770314] Predicted: -0.8394641262228436 Movie Vector: [0.8595752716064453, -0.1710796356201172] User Vector: [-0.05174144012995218, 0.16917951542803397] Predicted: -0.07341883230682832 Movie Vector: [-0.7826014212150951, -0.08115116010702401] User Vector: [0.38745219385325336, 0.23689326643850053] Predicted: -0.32244480095548933 Movie Vector: [-0.22635683082373564, -1.417963056114447] User Vector: [-0.9222267606292889, -0.5023991835226993] Predicted: 0.9211358084941353 Movie Vector: [0.11890151710077337, -0.1149473320542091] User Vector: [0.3090669519326503, 0.4254956706696833] Predicted: -0.012161062673592564 Movie Vector: [-0.5414918894553751, -0.4245757521135647] User Vector: [0.7743725723967496, -0.027053966254017514] Predicted: -0.4078300092995807 Movie Vector: [0.5643863361815321, 0.7791093995151905] User Vector: [0.0432703002163948, -0.2530693333955633] Predicted: -0.17274753017292085 Movie Vector: [0.06727163794084151, 1.1083434953101137] User Vector: [-0.15968674814888187, -0.2696571650142744] Predicted: -0.3096151539127589 Movie Vector: [-0.250160975944488, 1.0512578132788692] User Vector: [-0.47050883489290857, 0.18121888277594927] Predicted: 0.3082107157591982 Movie Vector: [0.15330299186223656, -0.030430022140763697] User Vector: [0.7554627175614967, 0.862800585071918] Predicted: 0.08955965393575091 Movie Vector: [-0.04014408871770722, -0.41466105573247214] User Vector: [-0.7758149699751972, 0.37004557778135494] Predicted: -0.12229910496873961 Movie Vector: [-1.0207400265910422, 0.3142818578734773] User Vector: [-0.8827832807067011, 0.8696691074290614] Predicted: 1.1744134522406597 Movie Vector: [0.19127588928459732, -1.12905289258464] User Vector: [0.3855549260080027, 1.0271500520242143] Predicted: -1.0859593760161648 Movie Vector: [0.8824430584337949, -0.5396288746423432] User Vector: [-0.24790235187470414, 0.029267937998645445] Predicted: -0.23455353402655563 Movie Vector: [-0.06623723469123804, 0.05987159399563963] User Vector: [-0.5385919854667014, 0.2178497774812237] Predicted: 0.04871785717357403 Movie Vector: [1.2140589187363022, 0.8721744818257922] User Vector: [0.5372467150405584, 1.5074083555479456] Predicted: 1.9669722673566696 Movie Vector: [0.6306948368557812, 0.13167206037026408] User Vector: [-1.1343961716082382, 1.7456380379454588] Predicted: -0.48560605126529677 Movie Vector: [0.20711416221404771, 0.21480948040063302] User Vector: [0.28140126356542405, -0.36243755586560406] Predicted: -0.01957283610383858 Movie Vector: [0.4957009365454978, -1.0567760201520975] User Vector: [-0.1526586160904494, -0.30635083872097285] Predicted: 0.2480712011460314 Movie Vector: [0.055802420569087574, -1.0435346465262523] User Vector: [-0.34110161343549567, 1.3862064683135644] Predicted: -1.4655887726137218 Movie Vector: [0.9910721670843682, -0.2518716989865421] User Vector: [0.7125024694591356, 0.9942631793176581] Predicted: 0.4557146102453299 Movie Vector: [-0.9045847717329187, 0.18466488889846244] User Vector: [-1.0184772173831707, -1.6486680625461854] Predicted: 0.6168478766011991 Movie Vector: [0.1268099459974103, 0.5030976478985111] User Vector: [0.9985861106665885, 0.5312049804218574] Predicted: 0.3938786269696052 Movie Vector: [0.13169893051203235, -0.43307859177159674] User Vector: [-0.32313419218635786, 0.4711747112498731] Predicted: -0.2466121079492966 Movie Vector: [0.7770252227783203, -1.118021011352539] User Vector: [-0.8410040418213864, 0.6423717352312788] Predicted: -1.3716664500412903 Movie Vector: [-0.18240971617000606, 1.257890939388795] User Vector: [1.1011778415258073, 0.0757903984108231] Predicted: -0.10552948207178113 Movie Vector: [1.4656930443589116, -0.29971169131447406] User Vector: [-0.6325220249707907, -0.12698654866968076] Predicted: -0.889023779127524 Movie Vector: [0.44470754506085275, 1.8482461413778921] User Vector: [-0.005230101971576473, 0.8201324813631196] Predicted: 1.513480828289864 Movie Vector: [-1.1002775780494134, 0.4042856939675752] User Vector: [-0.7060374181456948, 0.6762586520691567] Predicted: 1.050238838902962 Movie Vector: [0.8699889304572264, -0.002307464505779483] User Vector: [-0.6472877064411655, -0.9435162764540944] Predicted: -0.5609560091063176 Movie Vector: [0.2648245941877553, 1.9103930430757623] User Vector: [-1.6491742624992916, 0.5247254623298538] Predicted: 0.5656899679484002 Movie Vector: [-1.4983564125203788, -0.1325834367897631] User Vector: [-0.06465178141880994, 0.7189359941150792] Predicted: 0.0015524063380976394 Movie Vector: [0.34785563734235847, 0.18660947270578326] User Vector: [-1.5189656553932513, 0.42166679900161763] Predicted: -0.4496937471387453 Movie Vector: [0.5705641943978954, 0.7429777699029929] User Vector: [0.3759063827117155, -0.8769158621206149] Predicted: -0.437050269209998 Movie Vector: [1.4417743682861328, -2.0378589630126953] User Vector: [1.1880758925092527, -0.2331393027003299] Predicted: 2.1880423870369086 Movie Vector: [-1.8828410964669642, 0.7162404173466983] User Vector: [-1.04296883737714, 0.1450872146690256] Predicted: 2.067661916534262 Movie Vector: [-1.205587617519804, 2.1825348076818787] User Vector: [-0.4796830835963208, 0.5875316272638891] Predicted: 1.8606082130348547 Movie Vector: [-0.8206315193526914, 1.2252764456625798] User Vector: [0.014968840100653746, 1.3555895808074012] Predicted: 1.648688081354172 Movie Vector: [1.4243349658303872, 0.46688789454501195] User Vector: [-0.18029428093538444, -0.4575418369697707] Predicted: -0.47042019340458835 Movie Vector: [-0.20378727320949058, 0.0698913827324299] User Vector: [0.12292429519582153, -0.4517156226454612] Predicted: -0.05662143639768676 Movie Vector: [0.7750817307422749, -1.7374965740834787] User Vector: [-0.8855286673167151, -0.8689527774873083] Predicted: 0.8234453818387818 Movie Vector: [-0.22299381767352, -1.0425509693204693] User Vector: [0.029629388732522827, -0.7521010790888408] Predicted: 0.777496538522244 Movie Vector: [0.1946666557333468, -0.25221016801408047] User Vector: [0.3156784413666062, 1.0449559714876844] Predicted: -0.20209645466827292 Movie Vector: [0.7040474737501461, 0.010170098333748767] User Vector: [1.1424028202161527, -0.6992717097359963] Predicted: 0.797194157528201 Movie Vector: [0.908136341068317, -0.6581526329172926] User Vector: [1.052211893706587, -1.3466307555554304] Predicted: 1.8418404365154744 Movie Vector: [-0.1831543873838834, 0.8284795119599965] User Vector: [0.8065548134371812, 0.36351546384251776] Predicted: 0.1534410613275516 Movie Vector: [-0.35194574466301815, -0.6162145451458667] User Vector: [-0.044002835569484505, -1.2868413384510962] Predicted: 0.8084569607803271 Movie Vector: [-0.047233348693683425, 0.36946770020920155] User Vector: [0.5751287996818366, 0.7721334403980508] Predicted: 0.2581131073393346 Movie Vector: [0.06587962803326182, 0.667072552172449] User Vector: [0.1491487761827211, -0.133075620839319] Predicted: -0.07894522812868379 Movie Vector: [1.4517212096740773, 1.2912240587160146] User Vector: [0.22983865404814952, 0.35640379783033066] Predicted: 0.793858807260923 Movie Vector: [-1.4260952007015604, -0.05339735834681608] User Vector: [0.9633819911992743, -0.8875141750836824] Predicted: -1.3264835216467756 Movie Vector: [-0.39496932346853697, 0.39482615580270325] User Vector: [-0.8229245021893894, -0.44999646356878076] Predicted: 0.14735956005975281 Movie Vector: [0.15570847891358053, 0.35362855187064757] User Vector: [-1.0125717986619833, 0.9096304839706064] Predicted: 0.16400529622347612 Movie Vector: [-0.04859255027696713, -0.24113808012579943] User Vector: [0.3524585263298029, 0.754495747894116] Predicted: -0.19906451477149298 Movie Vector: [-1.0980646663224793, 0.596148021177423] User Vector: [0.46566643874256686, -0.6889198460277575] Predicted: -0.9220300656347366 Movie Vector: [-0.41967904097470204, 0.17271731196646467] User Vector: [0.41611676650605894, -0.7061653486518564] Predicted: -0.2966024663237668 Movie Vector: [0.8464436123231549, -1.3208845860568972] User Vector: [-0.8726822562249963, -0.19624252950511117] Predicted: -0.47946258901728966 Movie Vector: [-0.5084530833096537, -0.7819994186614903] User Vector: [0.9634060813268828, -0.367711147776807] Predicted: -0.20229688873311208 Movie Vector: [0.287981458923695, -1.3807350616095293] User Vector: [-1.4363017785406715, 0.4639861077924347] Predicted: -1.0542701687675935 Movie Vector: [1.0445847627850193, -0.10707938790202469] User Vector: [-0.19240167127650065, 1.039833323981688] Predicted: -0.31232457000189157 Movie Vector: [-0.47878717732682513, 0.3595934807516377] User Vector: [1.5071549802795134, -0.000847408342377648] Predicted: -0.7219112013175486 Movie Vector: [0.6689396910066182, -0.8795973797362511] User Vector: [0.12859936614249506, 0.09162057105270603] Predicted: 0.0054360060231083696 Movie Vector: [0.6007424112375819, -0.6876073074641967] User Vector: [-0.4695800466550572, -0.4611588750494522] Predicted: 0.03499956288935646 Movie Vector: [-1.1205463987006692, -0.34824089392981206] User Vector: [-0.807550817416931, 0.4313271643605429] Predicted: 0.7546924029311972 Movie Vector: [-0.013864062030437933, -0.9956263481979488] User Vector: [-1.0807347145399882, 1.7859281881644964] Predicted: -1.7631337870051667 Movie Vector: [0.23022134326487276, -0.08562425029293587] User Vector: [-0.7705756776428253, 0.8590214696749567] Predicted: -0.25095603692062496 Movie Vector: [-0.5066325900739403, 0.6844056058115244] User Vector: [-0.6324627103885505, -0.13853636878631223] Predicted: 0.225611153683211 Movie Vector: [1.122350462663258, 0.5031471342466027] User Vector: [-0.23361348982674318, -0.47843818921281345] Predicted: -0.5029210122079846 Movie Vector: [0.7301714972390642, -0.5237942285495585] User Vector: [0.5970478538349439, 0.9499340296949328] Predicted: -0.06162263689899983 Movie Vector: [-0.14184447197696184, 0.2364108205624446] User Vector: [0.31608747954896393, -0.664998676327629] Predicted: -0.20204814437870577 Movie Vector: [-1.1373848347010658, 1.878739795777937] User Vector: [-0.7705353657766721, -0.15796102837900663] Predicted: 0.5796275694375776 Movie Vector: [0.5982529382881605, 0.25986345438940095] User Vector: [0.5888336065156353, -1.0022361097220205] Predicted: 0.09182689767463442 Movie Vector: [0.07205003823442137, 0.4287820056640145] User Vector: [-0.3300682324654046, -0.800845531249762] Predicted: -0.3671695818854364 Movie Vector: [-0.13665788506011123, 0.8999911741921831] User Vector: [0.07533150360666267, 0.09674771155762388] Predicted: 0.0767774425638679 Movie Vector: [-0.2722975963412269, 0.14217760052116515] User Vector: [0.5580547630478533, 0.16353510589171222] Predicted: -0.1287059416480451 Movie Vector: [-0.24167358178833553, 0.3873636802939668] User Vector: [-0.5957481747288144, 0.7976499941682965] Predicted: 0.4529572325580682 Movie Vector: [0.18196840424527894, 0.2221580662245062] User Vector: [-1.126071699631644, 1.642728267368198] Predicted: 0.16003586496311317 Movie Vector: [-1.7093666983453135, -1.0080173280966116] User Vector: [-0.36168170262930227, 0.1585159148729258] Predicted: 0.4584598689043653 Movie Vector: [1.7716990587796473, 1.605801142580483] User Vector: [0.5046151511653908, 0.6008019794392834] Predicted: 1.8587946934138895 Movie Vector: [-0.9003740383550268, -0.2242571959739854] User Vector: [0.5678852924643779, 0.21699399139861603] Predicted: -0.5599716381528342 Movie Vector: [-0.2392163405675387, -0.7084324581981474] User Vector: [1.8700153571602867, 0.4251977115748513] Predicted: -0.7485620905761814 Movie Vector: [0.039860915086238735, 0.19093300389118978] User Vector: [0.25046507603442614, 0.7793733356392708] Predicted: 0.15879185925417905 Movie Vector: [-1.2328940490042497, 0.6318387574691086] User Vector: [0.06178797388479623, -0.008335091088117141] Predicted: -0.08144445889910304 Movie Vector: [-0.7405248316396712, 0.22946697238615235] User Vector: [-0.48413390590664784, -0.549905984622509] Predicted: 0.23232791777422362 Movie Vector: [1.9069766998291016, 0.03375053405761719] User Vector: [0.10033509641943955, -0.12137989347254918] Predicted: 0.18724005481842232 Movie Vector: [0.5107235376034561, -1.29197638223021] User Vector: [0.9312520055824242, -0.801341606893152] Predicted: 1.5109267488957268 Movie Vector: [0.3215912853252291, 0.2135024496387458] User Vector: [0.5610383687897826, 0.3734616794839426] Predicted: 0.260160033551898 Movie Vector: [-1.8533741323400106, -0.08608664410201473] User Vector: [0.8315107837649884, 0.8418958920796479] Predicted: -1.6135765694242066 Movie Vector: [-0.12335848361952541, 0.9170715003885268] User Vector: [-0.9102269923839751, -0.20927561388252966] Predicted: -0.07963647968793303 Movie Vector: [-0.14208668913340075, 0.2305680818872033] User Vector: [-0.6839783856675681, -0.9432268927624051] Predicted: -0.12029379119034152
avg loss: 14.76222969732761: 16%|███████▎ | 11046/70000 [00:18<01:45, 559.71it/s]
Movie Vector: [0.05305541743190542, -0.2617763845444889] User Vector: [1.0276471097020041, -0.7661685736121602] Predicted: 0.25508708552973036 Movie Vector: [0.04266087235948971, 0.7515126277692779] User Vector: [1.2227441537121724, 0.7208453545139082] Predicted: 0.5938877188558511 Movie Vector: [0.1911572592545728, 0.13684362451752569] User Vector: [-1.1428754859480803, -0.3930831222526586] Predicted: -0.2722598647487925 Movie Vector: [-0.7282008557044446, -0.2905308513220004] User Vector: [-0.9184668602158564, -0.2668162605943572] Predicted: 0.7463467088823925 Movie Vector: [-0.38207704036547124, -0.9626320029719168] User Vector: [-0.7346536460532458, 0.3123666045764176] Predicted: -0.019999799447206923 Movie Vector: [0.6294928324972769, -0.7192170978418049] User Vector: [0.18544437275141434, 0.6367233623279089] Predicted: -0.341206425307586 Movie Vector: [-0.7909251189126154, 0.6864234040755403] User Vector: [-0.22275306210333057, -0.8098483612885645] Predicted: -0.37971787680846847 Movie Vector: [-1.6807433922259336, 0.08870015816967723] User Vector: [0.368513237199737, -1.1303262435150594] Predicted: -0.7196363049543689 Movie Vector: [1.1809092671760566, -0.3837101758305475] User Vector: [-0.9997072012441539, 0.9388471906458467] Predicted: -1.5408087190125936 Movie Vector: [2.1665567342826915, -0.9400716587110749] User Vector: [-2.1454609785615837, 0.2635076259951904] Predicted: -4.895978982295649 Movie Vector: [0.6336493692138989, -0.25392975130935735] User Vector: [-0.0810248897331115, 0.19411698574913724] Predicted: -0.10063344818621231 Movie Vector: [0.21634070546519726, 0.38628469807953025] User Vector: [0.9785051447899797, 0.1267525871817593] Predicted: 0.26065307819549444 Movie Vector: [-0.2513467244001184, -0.7368449063058751] User Vector: [0.3251837253373199, 0.40991487616544775] Predicted: -0.3837775527132769 Movie Vector: [1.2352700160522714, 0.6621086601369383] User Vector: [-0.11785284028732908, -0.03433675112658764] Predicted: -0.16831474019541523 Movie Vector: [0.912355133426119, -0.6896837504650499] User Vector: [0.4096952076406072, -0.1776726959716216] Predicted: 0.49632549714393226 Movie Vector: [0.615808120094876, 0.3773426957299723] User Vector: [-0.5740759534378596, -0.41064396416574855] Predicted: -0.5084741341017875 Movie Vector: [0.04813968797584697, 0.11735652844860055] User Vector: [0.34114613964223645, -0.75948409957442] Predicted: -0.07270774862142321 Movie Vector: [2.262970254518703, -0.895854663923784] User Vector: [-0.5760238538047311, 0.9075064538393887] Predicted: -2.116518736266287 Movie Vector: [-0.01261496805767054, 0.5060188595882387] User Vector: [-1.412840734735074, -0.0021803952519529324] Predicted: 0.0167196196204139 Movie Vector: [1.499767461447963, 0.3898554170665821] User Vector: [0.6613263858580247, 1.0537681382439308] Predicted: 1.4026530119334093 Movie Vector: [-0.480496007368001, 0.6582455672922769] User Vector: [-0.8251624962917483, -0.1405681762187167] Predicted: 0.30395890599966807 Movie Vector: [1.6915525883162745, -1.0957134262180037] User Vector: [1.4257414350606146, -0.6151424834475991] Predicted: 3.085736492897163 Movie Vector: [-0.2817086046150413, -0.5195706173447389] User Vector: [0.6270354484137136, 1.3696400418143113] Predicted: -0.8882660032823297 Movie Vector: [0.41012825194458535, 0.8667496943940883] User Vector: [-0.4067446959750176, 0.5340439323917112] Predicted: 0.29606492404556706 Movie Vector: [1.9889720500817134, -1.47545469764999] User Vector: [1.075686297713604, 0.2515791812984523] Predicted: 1.768316295930495 Movie Vector: [-0.21319607084335915, 0.46258113670944895] User Vector: [-0.3402784990594835, 0.8975046691613234] Predicted: 0.48771476905464045 Movie Vector: [1.284630444392671, -0.04545242297576743] User Vector: [-1.0927999228267733, -0.5390701558715372] Predicted: -1.3793420057549484 Movie Vector: [0.44435768595256914, 1.9031075609378738] User Vector: [0.5650674516489822, 1.2553490694861298] Predicted: 2.640156370977235 Movie Vector: [0.18884095386714594, -0.18259060213294181] User Vector: [0.6224652831226111, 0.5742593396299107] Predicted: 0.012692579210566005 Movie Vector: [-0.6335445533681201, 1.7164827846349675] User Vector: [1.498594731999642, 0.17676441814251642] Predicted: -0.6460134494868844 Movie Vector: [-0.4203082479028718, -0.6393304446605028] User Vector: [-0.2641144202235118, -0.3282067015923441] Predicted: 0.3208420056796174 Movie Vector: [0.3218867450193048, 0.5985684065314637] User Vector: [-0.06644536081800106, 1.2787980051078855] Predicted: 0.7440602032777021 Movie Vector: [0.5297183990478516, -0.7823657989501953] User Vector: [0.8672558948742316, -0.5155898653582598] Predicted: 0.8627812811392284 Movie Vector: [-1.1327041515379055, -0.5179910542947237] User Vector: [0.05547040532719133, -0.8481970159932454] Predicted: 0.3765269081623798 Movie Vector: [1.8100031186905272, -1.3702947268280508] User Vector: [-1.0030197419101679, 1.848733347399224] Predicted: -4.348778418217899 Movie Vector: [0.3482225889477158, 0.08517221715816671] User Vector: [-0.820964846023608, 0.09490804379269574] Predicted: -0.27779497560143535 Movie Vector: [0.2648151552219534, -1.0764466259538632] User Vector: [-0.565659720079155, -1.185930870601667] Predicted: 1.1267960176981238 Movie Vector: [0.30992035633172044, -0.818466193582725] User Vector: [-0.7435923482585167, -1.031620654945279] Predicted: 0.61389222513656 Movie Vector: [-0.16861561562299704, 0.1725610768725071] User Vector: [1.0995413991826122, -1.380931815027486] Predicted: -0.4236949310147965 Movie Vector: [-0.7129051161510678, 0.12747049652793352] User Vector: [0.5144268857875441, 0.5077481903440183] Predicted: -0.3020146448292895 Movie Vector: [-0.099769861715124, 0.5910623554779053] User Vector: [0.4827109764477513, 0.8950835304783673] Predicted: 0.4808901725054586 Movie Vector: [0.9931353526697144, -0.6767256721987159] User Vector: [-0.9432635234420126, 0.6731357043610117] Predicted: -1.3923165640287225 Movie Vector: [-0.5854011120847301, -0.07650203083143274] User Vector: [-0.24009473142445434, -1.3312436271737982] Predicted: 0.24239456379175844 Movie Vector: [0.32023744923399566, 0.16022286401876068] User Vector: [0.04444141513744296, 0.4810950103187063] Predicted: 0.09131422584236215 Movie Vector: [1.7502102397250903, -1.1210215308108176] User Vector: [-0.03902534919476904, -0.9889389244799816] Predicted: 1.0403192612294205 Movie Vector: [0.48167915870284095, 1.392941004196814] User Vector: [0.6857330088232059, -0.8979102006780959] Predicted: -0.9204326378263801 Movie Vector: [0.2640730568839067, 0.09490036509644906] User Vector: [-0.025058506119352064, 0.17602443032324197] Predicted: 0.010087506391688738 Movie Vector: [0.9076122836563677, -0.9252394045500645] User Vector: [-0.4467149843727339, -0.12858981919976983] Predicted: -0.2864676393624601 Movie Vector: [0.16872146321783937, 0.9689550700209781] User Vector: [0.0312726493292976, -0.00037999951266387555] Predicted: 0.004908164699136312 Movie Vector: [0.07164526890379967, -0.9286930679300288] User Vector: [-0.10587633543943967, -0.4646336406703399] Predicted: 0.423916502694529 Movie Vector: [1.4024013679271377, -0.7472438288781942] User Vector: [-0.09878622059051587, 1.6017321906980793] Predicted: -1.335422425903182 Movie Vector: [0.5158647740314166, 0.3190395806027293] User Vector: [-0.3979449759661782, 0.3762423419419844] Predicted: -0.08524959612557068 Movie Vector: [1.0159064075464832, 0.047912558145883036] User Vector: [-1.3698582806614685, 0.3307338746139913] Predicted: -1.3758014987563385 Movie Vector: [0.7863729170833684, 0.6091076747808721] User Vector: [-0.002707536987824777, -0.90328416392194] Predicted: -0.5523264505121038 Movie Vector: [0.6705319739744966, -1.3604423341750491] User Vector: [1.3558268711648975, -0.12176553221854518] Predicted: 1.074780253163329 Movie Vector: [-0.6940691091893993, 0.9281620543798731] User Vector: [-0.3643809193628743, 0.9498007782654314] Predicted: 1.1344745817142496 Movie Vector: [0.2935588811735635, 0.02093311041587432] User Vector: [0.03782297505691767, 2.2420209456323597] Predicted: 0.05803574224998949 Movie Vector: [-1.0720172403404638, 0.6452223316137131] User Vector: [-0.3359816234130341, -0.050048334388454435] Predicted: 0.3278857897288484 Movie Vector: [0.6915763175155804, -0.3591409680755252] User Vector: [-0.15644167739121415, 0.39310180003754436] Predicted: -0.24937032017389152 Movie Vector: [0.025438665106118058, 0.9163313936524886] User Vector: [-0.6531776274198491, 0.3721181171607137] Predicted: 0.3243675459824745 Movie Vector: [-0.6241154122884913, 0.05103447683126679] User Vector: [0.9420388063490363, -0.6260402336840956] Predicted: -0.6198905738176788 Movie Vector: [0.6349045611938012, 0.4128809564532348] User Vector: [0.6251692415344017, -0.39158710008510667] Predicted: 0.2352439465503734 Movie Vector: [-0.1327297901658235, 1.7293017714241534] User Vector: [1.032465692172866, 0.188270953737616] Predicted: 0.18853833913065793 Movie Vector: [0.6625725274986647, -0.3940422061879887] User Vector: [-0.26469461057009774, -1.1215795682869174] Predicted: 0.2665703103624444 Movie Vector: [-0.15697151268281712, -0.9154237011672077] User Vector: [-0.5485473838783596, -0.2185617621434943] Predicted: 0.28618292986061256 Movie Vector: [1.4903353250417395, 0.2791456934408385] User Vector: [-0.060066919529412094, -0.40544240995461134] Predicted: -0.20269735471822709 Movie Vector: [-0.35582095629127564, 0.517543116286531] User Vector: [-0.1476306433188183, -0.009395064565599881] Predicted: 0.04766772569060443 Movie Vector: [0.33756313937624793, -0.9809077004263054] User Vector: [-0.25387161517938395, 0.24470634256163568] Predicted: -0.32573203518033733 Movie Vector: [1.0161839530714256, 0.9172058162764564] User Vector: [-0.8001326802516524, 0.8970108627459854] Predicted: 0.009661590574020829 Movie Vector: [0.06811638808001776, 0.5895308066999796] User Vector: [0.2892658010372113, -0.620295242084133] Predicted: -0.3459794128962902 Movie Vector: [0.7441911541329036, 1.1331249412027171] User Vector: [-0.5813091239825223, 0.9153869756807148] Predicted: 0.6046427051114026 Movie Vector: [0.2816693774056322, -0.08667407423076252] User Vector: [-0.24156042772871866, 1.2722571678046697] Predicted: -0.17831188748710802 Movie Vector: [0.618697967430015, -0.21810963410127743] User Vector: [0.8445532849241261, -0.3682733916746498] Predicted: 0.6028473754762934 Movie Vector: [0.401550441953355, -1.8584561978704326] User Vector: [0.6151598661672144, 0.40939260421815254] Predicted: -0.5138205065401309 Movie Vector: [0.9769498728089913, -0.7176965787278761] User Vector: [-0.7832618373197827, 0.2931245173303436] Predicted: -0.9755820155749462 Movie Vector: [-0.300426970067863, 0.2766878209435093] User Vector: [0.053988858495395975, -1.3069857158072828] Predicted: -0.37784673888620424 Movie Vector: [0.4808486944790532, -0.5499566339505397] User Vector: [1.1193435617252283, -1.4536884065479303] Predicted: 1.337700473207133 Movie Vector: [-0.24057230348514258, -0.18593359230415418] User Vector: [-1.1860971571384913, 0.20655729369982617] Predicted: 0.24693618561575306 Movie Vector: [0.5260247875246655, -0.19789111063436354] User Vector: [0.23427157850643518, 0.8181145070874349] Predicted: -0.038664931126701815 Movie Vector: [0.9301937346743961, 0.23153553500195642] User Vector: [-0.702059693944856, -0.4625009184494269] Predicted: -0.7601369262670133 Movie Vector: [-0.5377636572802021, 1.461127366552327] User Vector: [0.4470938154152802, 0.9848558494783249] Predicted: 1.198569028456839 Movie Vector: [0.005861633238758122, 0.8186881981676039] User Vector: [-0.37863436181666066, -0.674563022863543] Predicted: -0.5544762014992066 Movie Vector: [-0.7133086343979101, -0.09822340401402566] User Vector: [-0.04665951607092482, -0.5323284369054293] Predicted: 0.08556974681653548 Movie Vector: [-2.0389912140540525, -0.3605978793966665] User Vector: [0.7218512498805378, 0.08967981645220054] Predicted: -1.504186707997699 Movie Vector: [-0.16200303494121837, 0.09860696109675177] User Vector: [-0.7052635448672199, 0.8431742796941377] Predicted: 0.19739768809747327 Movie Vector: [-0.21025161541711643, -0.26690032558756144] User Vector: [0.17008123893014365, -0.12014549477307587] Predicted: -0.003692983564394646 Movie Vector: [-0.9791197014551223, 0.5804442879922075] User Vector: [0.13559564344430305, 0.7930777028539354] Predicted: 0.32757305662774683 Movie Vector: [-0.1713471819388243, -0.2043198026771394] User Vector: [-0.7610849969417945, 1.1916739470343265] Predicted: -0.11307281627164623 Movie Vector: [1.2489247118193627, 0.22251218502657671] User Vector: [0.5867156292488016, 0.711651205505897] Predicted: 0.8911147128933901 Movie Vector: [0.06888540151199898, 0.24011862819511273] User Vector: [0.27758868662101005, -0.29742483168174294] Predicted: -0.05229543444150568 Movie Vector: [0.036303158604275285, 1.0560481580983134] User Vector: [-0.8924466653266062, 0.5292644558232305] Predicted: 0.5265301208818204 Movie Vector: [-1.374663155087212, 1.4464584362698032] User Vector: [-0.5357020121344114, -1.0484454598343604] Predicted: -0.7801229621589258 Movie Vector: [-1.366715869204696, 0.8189824094401328] User Vector: [0.007105914896805843, -0.031059949564455354] Predicted: -0.035149318986069246 Movie Vector: [-0.8988775968572111, -0.7901615364909556] User Vector: [-1.081038325418028, -0.8298650159656795] Predicted: 1.6274485481578336 Movie Vector: [0.10499000549316406, 0.2612018585205078] User Vector: [-0.04104089764338599, -0.19272357625850256] Predicted: -0.05464864036846316 Movie Vector: [-1.4002143148757904, -1.7182136964912382] User Vector: [0.73070934125206, -0.990852395897245] Predicted: 0.6793464781972118 Movie Vector: [1.2873857071058317, 1.077914992431576] User Vector: [0.5793958607444847, -1.2929091480540458] Predicted: -0.6477402046606617 Movie Vector: [-0.022871538999244496, 1.0911416436167667] User Vector: [-0.2802195809639836, -0.22337258468281668] Predicted: -0.2373220761153643 Movie Vector: [0.00576881250159323, -1.2710087327944262] User Vector: [0.7100629630183118, -0.2604573749443683] Predicted: 0.3351398181729827 Movie Vector: [1.6586601755823676, 0.21281131337788778] User Vector: [-0.5319142569551082, 0.47923837223068877] Predicted: -0.7802776474204304 Movie Vector: [1.0655597323846464, -0.46189025458042654] User Vector: [-0.09434690956902958, -0.6140824186132354] Predicted: 0.1831064169549378 Movie Vector: [-1.450945444013886, -1.535905138414516] User Vector: [0.19407750989433342, -1.1382428869419365] Predicted: 1.4666372200511504 Movie Vector: [1.0966965882352293, 0.46087729246480974] User Vector: [-0.3159087693746075, -0.7165801632919548] Predicted: -0.6767115950587093 Movie Vector: [0.22537999185519794, 0.20979242448849955] User Vector: [-0.5282447139927688, -0.0786615887258874] Predicted: -0.13555839475016274 Movie Vector: [-0.10294064698822672, -0.054226422451539635] User Vector: [0.19458529816759446, -0.3046346047148077] Predicted: -0.0035114917191462307 Movie Vector: [1.015997054401199, 0.27782544098612705] User Vector: [0.3227188722573233, -0.7555542241076115] Predicted: 0.11796923811148904 Movie Vector: [0.21954030036259498, 0.49795876906635916] User Vector: [0.9654747197173836, -0.8879147431258385] Predicted: -0.23018432256356847 Movie Vector: [-1.0596396229609617, -0.0663313796477687] User Vector: [0.2555614680742531, 0.8037849538639424] Predicted: -0.3241192226034649 Movie Vector: [-1.2973859155645062, 0.8044968492412956] User Vector: [-1.2297663592148558, -1.1578636224094048] Predicted: 0.6639839178009157 Movie Vector: [0.0998023268269628, -0.8594866512393692] User Vector: [0.30841849756191564, 0.49622121744252257] Predicted: -0.39571462876044144 Movie Vector: [-0.5600522422996853, -1.2141658167024239] User Vector: [0.0803836860302528, 0.7814712561193133] Predicted: -0.9938547495211321 Movie Vector: [0.1487448093589721, 1.4518375530009169] User Vector: [-0.49420626427178005, -1.357148956729112] Predicted: -2.043870436958457 Movie Vector: [-0.19379535158473168, -0.49650563470072595] User Vector: [0.9387202500624978, 1.3384412429276387] Predicted: -0.8464632397299848 Movie Vector: [-0.3283268523104099, 1.0813638001079144] User Vector: [-0.3985592004304155, -0.31978275570780235] Predicted: -0.2149438081844979 Movie Vector: [-1.8686044527941823, 0.2316091341562025] User Vector: [-0.3858773727870975, -0.07034520392149009] Predicted: 0.7047595852501932 Movie Vector: [0.3929077344446121, 0.3440284653330494] User Vector: [0.30207930683117823, 0.5128679332913688] Predicted: 0.2951304640783995 Movie Vector: [0.03386790749567982, -0.06461783700179696] User Vector: [-1.6938350347022721, 0.9623132109483471] Predicted: -0.11954924647797432 Movie Vector: [0.558242112562095, 0.27411526049339957] User Vector: [0.5116502356711139, 0.003984720252422899] Predicted: 0.28671698108392263 Movie Vector: [-0.5434739350002427, 0.6475171441403739] User Vector: [0.0675166801168504, -0.0863239250145852] Predicted: -0.09258977721768932 Movie Vector: [0.10424834444945141, -0.8017472630501169] User Vector: [-0.28559682227700317, 0.6422922213464975] Predicted: -0.544729026445336 Movie Vector: [-0.19241087988456942, 0.02808602126145262] User Vector: [-0.3390815194753913, -1.3441795272857904] Predicted: 0.027490318732298763 Movie Vector: [0.5987569214910895, 0.24177224459237628] User Vector: [-0.7652595688265275, 0.015120894322594246] Predicted: -0.45454865101155234 Movie Vector: [-0.13004750858413683, 0.08263466134062247] User Vector: [0.16058497572716787, -0.13220036405772384] Predicted: -0.031808008322379275 Movie Vector: [0.4149755290055613, -0.5173866536603184] User Vector: [0.46538044133934225, -0.7113469281349666] Predicted: 0.5611629015729325
avg loss: 14.760894510131099: 16%|███████▏ | 11181/70000 [00:18<01:35, 613.78it/s]
Movie Vector: [2.0575429534283667, -0.40014395652612983] User Vector: [-1.1365573341947923, -0.8786691973502019] Predicted: -1.9869213650344755 Movie Vector: [-0.6973697864379386, -0.957185494357773] User Vector: [-0.06408260444720548, -1.1074962744935477] Predicted: 1.104768641178233 Movie Vector: [0.42480054525736727, 0.40513746038599097] User Vector: [0.34433438430824326, 0.5381614601158827] Predicted: 0.3643028014339671 Movie Vector: [0.15799005499813318, 0.251295253913111] User Vector: [-0.22013174463270835, 0.1361443187995422] Predicted: -0.0005662052797981085 Movie Vector: [1.2782017266238899, 0.2580234648367494] User Vector: [0.20173314693405292, 0.7297586349058945] Predicted: 0.4461505082013326 Movie Vector: [-0.6982544388476609, 0.15338316586174155] User Vector: [-0.4608337659247066, -0.11467781129311524] Predicted: 0.3041895768775769 Movie Vector: [0.2922140780457373, -0.6057134141450455] User Vector: [0.22399088037050474, -0.522527225590964] Predicted: 0.38195503839456124 Movie Vector: [-0.738684602088874, -0.2935763983400557] User Vector: [-0.16707703064614154, -0.39904528767284564] Predicted: 0.24056750823060113 Movie Vector: [0.0071841607197890844, 0.2713977346901865] User Vector: [-1.6082472232744065, 0.8199651520147042] Predicted: 0.2109827782525273 Movie Vector: [0.3891428647534082, -0.40901077881934156] User Vector: [0.4329504857001938, 0.62267571667243] Predicted: -0.08620148752632939 Movie Vector: [0.12601374794474263, -0.056012311010366064] User Vector: [-0.2525204167477943, 1.1127016502537819] Predicted: -0.09414603504272032 Movie Vector: [-0.24476853197229628, -0.41071452448953283] User Vector: [-0.739687737339431, -0.29435354174283407] Predicted: 0.30194755651519994 Movie Vector: [0.478935837786754, 1.9799260904831906] User Vector: [0.5416457002841674, -0.004180529537919917] Predicted: 0.2511363977450275 Movie Vector: [-0.09539654562638802, -0.11258295725140101] User Vector: [-1.7807520473648606, 0.08057476321802005] Predicted: 0.16080624881280972 Movie Vector: [0.3753938613791997, 0.049694094848501215] User Vector: [0.005579300754194704, 0.5694319960913486] Predicted: 0.030391842877447884 Movie Vector: [-0.6009181164972356, 0.09009384612473956] User Vector: [-0.036701501391491864, 1.0238726480446991] Predicted: 0.11429922189306471 Movie Vector: [0.33021822031179965, -0.7771685749251404] User Vector: [-0.7339194147201699, -0.09132589942297942] Predicted: -0.17137794387285848 Movie Vector: [-0.8190476808065277, 1.3687100728790842] User Vector: [-0.9369839399835426, -0.14585265629823763] Predicted: 0.5678045231649145 Movie Vector: [1.025178198768511, 0.5475975351585662] User Vector: [-1.078383488849072, 0.344480517815601] Predicted: -0.9168985602140246 Movie Vector: [0.0986539107139891, 0.5240468126468693] User Vector: [1.1553127168033457, -1.4948270759046964] Predicted: -0.6693832469758425 Movie Vector: [0.3280542879548977, 0.24484307904705338] User Vector: [1.1372342697113593, 0.3456848178040002] Predicted: 0.45771311375901913 Movie Vector: [-0.5541749783386574, 1.0615360475218159] User Vector: [0.5459246715681879, -0.6945183683877835] Predicted: -1.0397940767505074 Movie Vector: [0.7160986812471909, 1.6639925337660582] User Vector: [-0.7026110862896304, 0.549715662185514] Predicted: 0.41158388524929945 Movie Vector: [-0.2922204960356442, 0.07802193623753761] User Vector: [0.6224416311384088, 0.32983074897161396] Predicted: -0.15615616853905875 Movie Vector: [-0.6765950573880636, 0.0009569404541097601] User Vector: [1.7011152733906607, 0.20184222752543765] Predicted: -1.1507730350305987 Movie Vector: [-0.5480352923787417, -0.8920683898171737] User Vector: [0.058264748711763695, 0.06006283711194278] Predicted: -0.08551129698592731 Movie Vector: [-0.02921837684519263, -1.037018267138552] User Vector: [-0.8444919977776405, -0.9609444603097828] Predicted: 1.0211916444806586 Movie Vector: [0.668701155064685, -0.3016609685923234] User Vector: [1.0191642532124225, 0.6128453835582237] Predicted: 0.4966447813222763 Movie Vector: [0.27272445966929065, -0.6416520153643859] User Vector: [0.8181408296821111, 0.8352939679580498] Predicted: -0.3128410422535585 Movie Vector: [1.3824925580101548, 0.8656861418167122] User Vector: [0.8196069964916357, -0.11446569165336004] Predicted: 1.0340092101649627 Movie Vector: [1.1420867201705167, -1.4075733528517758] User Vector: [-0.5330231129064321, 0.5982225182054381] Predicted: -1.4508006944962473 Movie Vector: [-0.305951320408506, -0.7121374008447507] User Vector: [-0.9267788346798405, -0.27013249539176337] Predicted: 0.4759206613489506 Movie Vector: [0.05460725118739253, -1.0034636591912662] User Vector: [0.3742519577336453, -0.5765161029719916] Predicted: 0.5989498289342982 Movie Vector: [0.2706772984527712, 0.1329418034413246] User Vector: [-0.31478766933366154, -0.4052857288244507] Predicted: -0.13908529162043387 Movie Vector: [0.2994060516357422, 0.9475040435791016] User Vector: [-0.7329850350513415, 0.8600476173147663] Predicted: 0.5954384398235045 Movie Vector: [0.21204531290726164, 0.05745375448268178] User Vector: [-0.17956248838807806, 0.08079807603786518] Predicted: -0.03343323121330399 Movie Vector: [-1.4416824410036446, 1.315292107884248] User Vector: [0.5525778515651888, 0.19196768507898238] Predicted: -0.5441482047358568 Movie Vector: [-0.3229120494645329, -0.10228842586096146] User Vector: [-1.1707812694068374, -0.4008240673226342] Predicted: 0.4190590420724696 Movie Vector: [-1.1332422303434602, -0.6591290224772405] User Vector: [-0.4604450346758267, -1.0276193336509776] Predicted: 1.1991294849146878 Movie Vector: [0.6485055887420719, 0.4042994870362977] User Vector: [-0.38672281349394527, 0.8941248679269398] Predicted: 0.11070231960437776 Movie Vector: [0.01149914703402713, -2.419587698359151] User Vector: [-0.6824218644562414, -1.1931652970264026] Predicted: 2.879120805435509 Movie Vector: [-0.5251768265222776, -1.4248402071868789] User Vector: [-0.7639456214619657, -0.9502686112663338] Predicted: 1.7551874620748948 Movie Vector: [-1.9810222683962708, 1.226864167201968] User Vector: [-0.9191261263014847, -1.3079587095334284] Predicted: 0.21612165076175405 Movie Vector: [0.10442181827386215, 0.773557223098792] User Vector: [0.7334585554136885, 1.3126557349877008] Predicted: 1.0920034012266073 Movie Vector: [-0.7173283219103387, -0.1440831589048985] User Vector: [0.4340037810824771, -1.6553973997517697] Predicted: -0.07280831738744528 Movie Vector: [0.3414108137326751, 0.20995038990588183] User Vector: [-0.10900246904356663, -0.8282258701957529] Predicted: -0.2111009660327714 Movie Vector: [-0.6314487458022727, -1.8316079707095014] User Vector: [-0.634323368595199, 0.8594797934933347] Predicted: -1.1736873448936371 Movie Vector: [-0.2766036585879841, 0.25473364844852836] User Vector: [1.1405943132312077, 0.05711493980950455] Predicted: -0.300943463005808 Movie Vector: [-0.8961473315778572, -0.32629784013992874] User Vector: [-0.14664057898545463, -0.05471313847346482] Predicted: 0.14926434247001558 Movie Vector: [-0.1855868329402903, -0.10639897466092121] User Vector: [0.1497901936060027, -0.3964562279376008] Predicted: 0.014383448513646233 Movie Vector: [-0.20256969484036083, -0.27232683914253886] User Vector: [1.2254435226568774, 0.7683973556042664] Predicted: -0.45749294348589575 Movie Vector: [0.457207122981388, -0.3491829583461762] User Vector: [0.2706315810494634, -0.6460478740035251] Predicted: 0.34932359443733807 Movie Vector: [0.06497433978731487, -0.6264061193013754] User Vector: [0.6777676999893415, 1.9742412587070262] Predicted: -1.1926392965953565 Movie Vector: [0.3652010498557364, 1.142806167499448] User Vector: [-0.010298984545639947, -0.29154206928037374] Predicted: -0.3369372748276782 Movie Vector: [-0.2566018356261288, -0.19947898712573928] User Vector: [0.2964567850224572, -0.5580590209737497] Predicted: 0.03524969303964211 Movie Vector: [0.7515045752812053, 1.1587846038645138] User Vector: [0.9774396506143451, 0.18846107928921513] Predicted: 0.952936166605975 Movie Vector: [-0.31883820421895315, 0.1583374888938613] User Vector: [1.5396785629365999, -0.8110181895976332] Predicted: -0.6193229316692587 Movie Vector: [0.47363714477701957, -0.2897310368833207] User Vector: [0.4202429217690351, -0.4537718295826918] Predicted: 0.33051444027287297 Movie Vector: [-0.39665396290704574, 1.088758881996943] User Vector: [0.730070732746516, 0.030545364428364974] Predicted: -0.25632891252114043 Movie Vector: [-2.2325547061444087, 1.198803220371198] User Vector: [0.21874258821986517, -0.026909907862250823] Predicted: -0.520614478969627 Movie Vector: [-0.028521404836190756, 1.26848255864132] User Vector: [1.6444378163994717, 0.3849618408137014] Predicted: 0.44141570412516556 Movie Vector: [-0.091198016529863, 0.3313316870419383] User Vector: [0.2303555936250286, 1.3761605837976938] Predicted: 0.43495763463514686 Movie Vector: [-0.45215043961894197, -0.6788997370367322] User Vector: [1.1756950020498862, 0.7015173744718662] Predicted: -1.0078509730902976 Movie Vector: [-0.440889727921165, -0.15104857059796611] User Vector: [0.7666097294372215, 0.5442028291313696] Predicted: -0.4201914144889571 Movie Vector: [1.0258271025671768, 1.4376113439541356] User Vector: [-0.04379708083542545, -0.06351073913471389] Predicted: -0.13623199157728147 Movie Vector: [0.1910686492919922, 0.5108165740966797] User Vector: [-0.6512594640421078, 0.44121267514347856] Predicted: 0.1009434810316707 Movie Vector: [-0.4940213582937446, -0.1394122571280813] User Vector: [0.022996567397008554, 0.10391355439402038] Predicted: -0.025847618625835837 Movie Vector: [0.8952187278489548, -0.026771372597030996] User Vector: [1.4440922728668981, -0.3008472073348094] Predicted: 1.3008325400947467 Movie Vector: [1.5360308264469829, -0.9582485664925543] User Vector: [-0.9478959703862104, 0.7443928198640827] Predicted: -2.1693107833202028 Movie Vector: [-0.5711069064663159, -0.13014033326690377] User Vector: [0.31042818128699734, 0.41307900214663684] Predicted: -0.23104591729970514 Movie Vector: [0.25530296854888673, 0.24829731533097685] User Vector: [-0.6059110012093208, 1.5008829722517627] Predicted: 0.217974335350922 Movie Vector: [1.4165083658201496, -0.027938281491673815] User Vector: [-1.1319314090518566, -0.38524859294774055] Predicted: -1.5926271268224996 Movie Vector: [0.43880921277039864, 0.030102585049091385] User Vector: [-0.12309106911059059, -0.8456086280670483] Predicted: -0.0794685007801188 Movie Vector: [-0.45411095555324854, -0.03784950653799102] User Vector: [-0.9015999321349417, 0.7481160890100698] Predicted: 0.38111058190637953 Movie Vector: [-0.6820583343505859, -0.1351451873779297] User Vector: [-1.063484868525482, 0.06554296715730196] Predicted: 0.7165009014557631 Movie Vector: [0.6059092572336315, -0.9461079081560725] User Vector: [0.12591770297164376, -1.5767943348226023] Predicted: 1.5681122915914718 Movie Vector: [0.0007866285440121801, -0.04019393961089293] User Vector: [1.0837755205492121, -0.5799426303280562] Predicted: 0.02416270782095396 Movie Vector: [-0.7048935159931883, -0.40521676194977696] User Vector: [0.8369296535453725, -1.2155617109828134] Predicted: -0.09738030565197225 Movie Vector: [-1.4266598452258057, 0.682781387308921] User Vector: [0.2640383414881291, 1.3851466155417858] Predicted: 0.5690594283847444 Movie Vector: [0.3946911330204331, -0.5171281890914643] User Vector: [-0.9765726885839594, 0.12303057110643764] Predicted: -0.44906715737317426 Movie Vector: [0.63248196642503, 0.14308902799487014] User Vector: [-0.062282607424555214, -0.8414371297567653] Predicted: -0.15979304703364983 Movie Vector: [0.8850460039060688, 1.409732651245706] User Vector: [-0.5034154708592158, -0.2625837451106689] Predicted: -0.815718729957331 Movie Vector: [0.7893250374054227, 0.04016915143335498] User Vector: [1.1602151859288927, 0.7547181980172396] Predicted: 0.946103284617326 Movie Vector: [0.633704292955751, 0.13107724621515346] User Vector: [-0.01323529635232748, -0.3520771269590572] Predicted: -0.0545365643741477 Movie Vector: [-1.112417397504501, 0.6392042626653225] User Vector: [0.5924393100765959, 0.16760998107501945] Predicted: -0.5519027811263625 Movie Vector: [-0.18406044975346195, -0.3460163207986148] User Vector: [-0.2895719584371479, 0.032684504840149606] Predicted: 0.04198937279401915 Movie Vector: [-0.38517743561303747, -1.169348687662439] User Vector: [-0.8557180153409948, -1.7067275676974292] Predicted: 2.3253629122412174 Movie Vector: [-0.43540279140855365, 0.029575097605904457] User Vector: [-0.10364336493515468, -1.1206469366369176] Predicted: 0.011983367870947087 Movie Vector: [0.9250119850302266, -0.9916363984882921] User Vector: [0.3208656585133236, -0.5971424704414707] Predicted: 0.8889527884824218 Movie Vector: [0.9835235172204163, -1.396924757510599] User Vector: [0.7209924173237555, -0.5951396142414705] Predicted: 1.5404782594847277 Movie Vector: [-0.8094310760498047, 2.0732975006103516] User Vector: [0.43937480821254554, -1.5638458177123888] Predicted: -3.5979612490037045 Movie Vector: [0.4958264800770461, -0.790641738193106] User Vector: [-0.2052084057774215, -0.34801980709480934] Predicted: 0.17341122368822842 Movie Vector: [-0.32719719033583394, -1.1538402214728551] User Vector: [0.8530776117188958, 0.4899470034993273] Predicted: -0.8444451567204518 Movie Vector: [-0.3580057429650387, -0.005909335187167575] User Vector: [-0.6349312066617283, 0.4848658046700701] Predicted: 0.22444378381202937 Movie Vector: [-1.034704942052082, -0.5882971779813158] User Vector: [0.4467300275546528, 0.8240233624920241] Predicted: -0.9470043860185946 Movie Vector: [-0.8672576649262191, -0.19856821849281456] User Vector: [0.2911851514590528, -0.5272852466368391] Predicted: -0.14783046245334414 Movie Vector: [1.3834613416655988, -0.31622071345759595] User Vector: [-0.05966876232297038, -0.7978881347026948] Predicted: 0.16975932923617426 Movie Vector: [0.19468780943677638, -0.1439530287751141] User Vector: [0.04916940932875576, -0.7288820660455102] Predicted: 0.1144974656206296 Movie Vector: [0.108454803666751, 0.2819311944964534] User Vector: [0.3610557975226182, 0.213547817337959] Predicted: 0.09936402685725898 Movie Vector: [0.5645794867629053, -0.6586975837144403] User Vector: [0.1869425582866799, -1.1555419653878478] Predicted: 0.866696634093249 Movie Vector: [0.7161892226642643, -0.031113647877190807] User Vector: [-0.17511572966498046, 0.5250167446313213] Predicted: -0.14175118442713575 Movie Vector: [-0.6425156210325076, 0.6546414135841075] User Vector: [-0.3822989236443505, -1.3412534847044746] Predicted: -0.6324070468561384 Movie Vector: [-0.36123592159304996, -0.1323677853214694] User Vector: [0.3849731855765418, 0.275721714254478] Predicted: -0.17556281616125857 Movie Vector: [0.1631539282305665, -1.0220821654741592] User Vector: [0.46415398451977474, -0.7620015246378192] Predicted: 0.8545567142747039 Movie Vector: [0.7662655933029722, -0.15349936245057663] User Vector: [0.7600008031319326, 0.8969466656884267] Predicted: 0.44468172498728165 Movie Vector: [-0.13606160976702739, 0.32905532657551423] User Vector: [1.241064505716838, -0.015361703903635088] Predicted: -0.17391608496732014 Movie Vector: [-0.8867718447614592, -0.17548975750830242] User Vector: [1.1760420981104904, -1.3847131825624994] Predicted: -0.7998780402321338 Movie Vector: [1.523912417875653, 0.45384701328875143] User Vector: [0.3974967403263752, -2.178736964215118] Predicted: -0.38306304530237567 Movie Vector: [-0.07174002030961382, 0.6804355426356521] User Vector: [0.25067548572701936, -0.593648817868501] Predicted: -0.42192321995854554 Movie Vector: [0.07622774988154613, -0.6367078571807319] User Vector: [0.5546894386064553, 0.025118386198732336] Predicted: 0.026289653935595174 Movie Vector: [-0.32666268204435506, 0.19864963730787571] User Vector: [-0.5006450761862209, 0.4227720917741402] Predicted: 0.24752558603411629 Movie Vector: [-0.7594313025035732, -0.343127632302192] User Vector: [0.4405561708186404, -0.6820458136106109] Predicted: -0.1005433814849557 Movie Vector: [-0.4035313011096817, -0.4488883031438979] User Vector: [-0.35684148850173975, 0.6395075029252345] Predicted: -0.14307072769087725 Movie Vector: [0.36157569594535455, 1.0365914380294843] User Vector: [-0.7161759807918157, 0.8387890568457445] Predicted: 0.6105297259649776 Movie Vector: [0.2845680411767581, 1.1267832063178294] User Vector: [-0.14259482452995764, -1.1180011262697356] Predicted: -1.3003228236235906 Movie Vector: [1.0293234331575953, -0.4580889022791822] User Vector: [2.050921083068522, 0.4764348577612853] Predicted: 1.8928116093599794 Movie Vector: [-1.5858941161604592, -0.202227317678637] User Vector: [0.8735975370711371, 0.4144485116614111] Predicted: -1.4692460047625753 Movie Vector: [0.3416884774512128, -0.8172489656001688] User Vector: [-0.5028064644195944, -0.4129045802036658] Predicted: 0.16564266578285922 Movie Vector: [-1.2257681408107026, 0.5244834011135118] User Vector: [1.5242541500251532, -0.6918938379931326] Predicted: -2.231269008959449 Movie Vector: [-0.8348269194819657, 0.5268125735307596] User Vector: [-0.8588908698439188, -0.6714042225881546] Predicted: 0.3633210326619001 Movie Vector: [-0.48063631285126274, -0.6491773272426151] User Vector: [-0.5769614874135174, -0.08916843165256494] Predicted: 0.33519476610224114 Movie Vector: [-0.09412515600557463, -1.1871846223142108] User Vector: [-0.6532526605437452, -0.5082680009079493] Predicted: 0.6648954632770395 Movie Vector: [-0.9535151574123957, -0.4793939228077535] User Vector: [0.06160524763566983, 0.17381790249297452] Predicted: -0.14206878352707797 Movie Vector: [0.19780772541524616, -0.05688309026230012] User Vector: [-1.0197660745237267, -0.38653271689221724] Predicted: -0.1797304322328607 Movie Vector: [-1.2889228312612993, -0.29551438021798243] User Vector: [0.2416324687164244, 0.594204933238731] Predicted: -0.4870417082711423 Movie Vector: [-1.3977760769704584, 0.8343057970499449] User Vector: [0.47096385464115526, -0.6565717655606431] Predicted: -1.206083639321761 Movie Vector: [-1.1205913943899395, -0.26399760012365886] User Vector: [-0.03257303405863149, 0.03292706699610874] Predicted: 0.02780839498918921 Movie Vector: [-0.7929752900196011, 0.12190190176863128] User Vector: [-1.8104383296142168, -0.6025691637705907] Predicted: 1.362178532477667 Movie Vector: [-0.4500686847925902, 0.5782452151721048] User Vector: [1.2754303407543723, 0.1034055120807296] Predicted: -0.5142375134247823 Movie Vector: [0.09996795896161273, 0.6366577816475535] User Vector: [0.17132556510336494, 0.1360705142843801] Predicted: 0.10375741883326348 Movie Vector: [0.5789311969286852, 1.9295505889267972] User Vector: [0.35540777209148566, -0.46671696414839503] Predicted: -0.6947973461399815 Movie Vector: [-0.6671119059033839, 0.5626541431699363] User Vector: [-0.2792398968799632, 1.2316958077058566] Predicted: 0.8793030091425981 Movie Vector: [-0.43104926635361285, 0.5422063714338218] User Vector: [0.1309033720362295, -0.3222630639402187] Predicted: -0.23115888902560244 Movie Vector: [0.25957390078525233, 0.12650485841416356] User Vector: [0.6490367699426175, 0.7227545274739031] Predicted:
avg loss: 14.765491537366911: 16%|███████▎ | 11320/70000 [00:18<01:34, 622.71it/s]
0.25990496529334745 Movie Vector: [1.4311169229521155, 0.8996295621371564] User Vector: [-0.05426856017275228, 0.5739202281364696] Predicted: 0.438650948692598 Movie Vector: [-0.44966320624493905, -1.2979654054229295] User Vector: [0.5906837737989248, 0.8268808190126824] Predicted: -1.338871457089525 Movie Vector: [-0.8093995392846478, -0.18949503549769603] User Vector: [-0.3223550531649111, -0.028944627530693802] Predicted: 0.26639889473915357 Movie Vector: [-0.09882460178771085, 0.7568819837327593] User Vector: [-1.9396801916665722, -1.9800290004643257] Predicted: -1.3069601551828716 Movie Vector: [-0.2811711231194422, -1.0620983004304858] User Vector: [-0.49435799629664123, -0.4272908441846381] Predicted: 0.5928240724398153 Movie Vector: [-0.8647729123742163, 0.45746126281325494] User Vector: [0.6393531094262221, 0.5579304749935764] Predicted: -0.2976636708214645 Movie Vector: [-0.6856751003265232, -0.4122681121580661] User Vector: [-0.2881059908328649, 0.5061768613607298] Predicted: -0.011133474882286193 Movie Vector: [0.9316458802059587, -0.1496214043417531] User Vector: [-1.4854348212888162, 0.41820261141859993] Predicted: -1.4464712935880395 Movie Vector: [-1.0093893764436292, -0.9646321662177453] User Vector: [-0.7549570171131867, 0.7890343942799717] Predicted: 0.0009176357710263261 Movie Vector: [-0.17422695015742012, 0.1850565437869051] User Vector: [0.7833875441769015, -1.45733330145523] Predicted: -0.4061762865261175 Movie Vector: [0.2633906382500512, 0.9607437977939094] User Vector: [0.5550888702700472, 1.1103832383295809] Predicted: 1.2129990212253887 Movie Vector: [0.6753122908177909, 0.12870303004812522] User Vector: [-0.18816226931406932, 0.05376486871362404] Predicted: -0.1201485916223752 Movie Vector: [0.1118854870066185, -1.0916978677698423] User Vector: [-0.33722297149301944, -0.20153754946854457] Predicted: 0.1822877566350537 Movie Vector: [0.8490060931315468, -1.3764709264448887] User Vector: [-0.42264707979866406, 1.0277187239784602] Predicted: -1.7734548901127107 Movie Vector: [-0.2689053244432521, 0.05568134594023194] User Vector: [1.1895270778102585, 0.38471351706828605] Predicted: -0.2984487983608386 Movie Vector: [0.2262356194007541, -0.3908919409136539] User Vector: [-0.8169971800781873, -1.0942010735398147] Predicted: 0.2428805183021238 Movie Vector: [0.3001684001209816, 0.6225115823107006] User Vector: [-0.5503694755848575, 0.22849540769101231] Predicted: -0.02296248716926963 Movie Vector: [1.0726486001287734, -0.13803568135463956] User Vector: [0.31766358866011113, -0.38045421566538873] Predicted: 0.39325766057176764 Movie Vector: [-0.08891354788865558, 1.0384973060136449] User Vector: [-0.7787474386884822, -1.160289321229857] Predicted: -1.1357161366106108 Movie Vector: [0.08495008543974318, -0.5007638025983874] User Vector: [0.03937872350562585, 0.547833739624101] Predicted: -0.2709900807195487 Movie Vector: [1.0459601478307898, -0.5991461282784784] User Vector: [-0.11612339393053084, 0.08446218537261815] Predicted: -0.17206563363413438 Movie Vector: [0.22233938122909264, 1.124010108531077] User Vector: [-0.4896422472594767, -1.0044790435025848] Predicted: -1.2379113529838273 Movie Vector: [0.15942635998792126, -0.798421208314256] User Vector: [-0.32737692468487734, 1.1295475621586353] Predicted: -0.9540472408736695 Movie Vector: [0.9960475730465008, -0.6802076347387275] User Vector: [0.33070350067343246, -0.7534190043729527] Predicted: 0.8418777781754874 Movie Vector: [-0.6966454311308797, 0.36089729687919936] User Vector: [0.3085713792975519, 0.016590808563222523] Predicted: -0.208977263601886 Movie Vector: [0.31501076591196886, -0.21045421410423232] User Vector: [1.364585081221319, 0.4990595645432537] Predicted: 0.32482980314042303 Movie Vector: [-0.6073356138603931, 0.26912466965827586] User Vector: [-0.47685134469633716, -0.35106859522101036] Predicted: 0.19512758443505449 Movie Vector: [0.07949025210995334, 0.14898802622037455] User Vector: [-0.0549900169961105, 0.7012418810571976] Predicted: 0.10010547344722308 Movie Vector: [0.12288430927734686, -0.2137175519009391] User Vector: [0.037994306784745, 0.45523311183756] Predicted: -0.09262240206045474 Movie Vector: [0.46840154703108916, -0.3858953358290883] User Vector: [-0.5120682073576273, 0.3558648876276299] Predicted: -0.37718014083259416 Movie Vector: [-0.38789326962087434, -0.42994196990819133] User Vector: [-0.3501602774550623, 0.4688661823162873] Predicted: -0.0657604351350011 Movie Vector: [-0.5310396216325373, 0.6316191655533939] User Vector: [-0.2627829906168483, -0.24257961752750984] Predicted: -0.0136697556943495 Movie Vector: [0.05395157499104211, -1.1263214244245148] User Vector: [0.4038933963285908, 0.04625531846173109] Predicted: -0.030307671316617858 Movie Vector: [1.1184479336534283, -0.12742903195611732] User Vector: [-0.7469661047485964, 0.5393780022924265] Predicted: -0.9041751130557663 Movie Vector: [0.2249349571411483, -0.806391525377332] User Vector: [0.34407887690995365, 1.1038552975207139] Predicted: -0.8127441897326623 Movie Vector: [-0.799803934245944, -0.3207150959695851] User Vector: [0.8122882853897692, -0.6154304172537337] Predicted: -0.4522935410644965 Movie Vector: [-0.27822264658496676, 0.26365108934697085] User Vector: [1.761037098431868, -0.36694530230794986] Predicted: -0.5867059309442695 Movie Vector: [-0.3425515457601704, 1.6231640259984583] User Vector: [-1.4061076179891716, -0.3770980891201742] Predicted: -0.13042771448528545 Movie Vector: [-0.607606965620824, 0.43994576879083674] User Vector: [0.3521350752117448, -0.7326949078698562] Predicted: -0.5363057490700041 Movie Vector: [0.1693131601897832, -1.4750391442491222] User Vector: [-0.49602899597644284, 0.34119074114690734] Predicted: -0.5872539357015948 Movie Vector: [-1.9857392566785925, -0.6302780161118442] User Vector: [0.07014688697013272, -0.6334660628995674] Predicted: 0.25996630620813144 Movie Vector: [-0.6889817476095996, 0.20901496503153577] User Vector: [-0.748849565677542, -0.24344113371978465] Predicted: 0.46506084240552437 Movie Vector: [0.3369597147818562, 1.0748401217460561] User Vector: [-0.9607196134423159, 1.6379299196124115] Predicted: 1.4367889872768544 Movie Vector: [0.14693088100477192, -0.7836604971166792] User Vector: [-0.4672513351134173, -0.8912844692788221] Predicted: 0.6298107799485471 Movie Vector: [-0.6624885876490373, 0.4094162315041673] User Vector: [1.088399887084961, -0.20148277282714844] Predicted: -0.8035428215561887 Movie Vector: [1.0001800365518503, 0.11737047221714722] User Vector: [0.25841721213370666, -0.593887548434531] Predicted: 0.1887588746738732 Movie Vector: [0.8013427897556533, -0.9558297708578618] User Vector: [-0.0607947926256319, -1.1029835384315756] Predicted: 1.0055470340738062 Movie Vector: [-0.8081029419883519, 0.17029023320454909] User Vector: [-0.9914621885332138, -0.394671997085609] Predicted: 0.7339947250008865 Movie Vector: [0.05832526985984568, 0.9826477659977866] User Vector: [0.203842562913469, 1.2514267299321515] Predicted: 1.241600852968595 Movie Vector: [-0.4373086695526147, 0.05465041823043723] User Vector: [-0.1955449873354506, -0.7872642956421141] Predicted: 0.042489195234616674 Movie Vector: [1.391236884208721, 1.249835184500035] User Vector: [-0.7643871223785296, 1.428653300813295] Predicted: 0.7221376033413927 Movie Vector: [-0.3347214231921395, -1.1083836909689517] User Vector: [-0.3639240933876591, -0.7906327385489388] Predicted: 0.9981376234263892 Movie Vector: [-0.6370593693523989, -0.4440185551966893] User Vector: [0.47771618120371523, -0.05906875986225851] Predicted: -0.27810594371577496 Movie Vector: [-0.14279817999380906, -0.1632865976853457] User Vector: [0.483283509425719, 0.36467711894436294] Predicted: -0.1285588915731327 Movie Vector: [1.6934480257982047, 0.2233204201645196] User Vector: [1.024408979428256, -1.4147209679753652] Predicted: 1.4188472828389194 Movie Vector: [0.4792831462282804, -0.15037609679565994] User Vector: [-0.43063728556385455, 0.6377696976153492] Predicted: -0.30230251089019516 Movie Vector: [-0.9170649358915768, 0.4588566112456252] User Vector: [-0.041039855035804665, 0.727388572516241] Predicted: 0.3714032674710049 Movie Vector: [0.8124285823466505, -0.39291894975019725] User Vector: [-0.18457995679198008, 0.1926921537414721] Predicted: -0.22567043129931713 Movie Vector: [-0.20370986480230674, -0.2990443974875845] User Vector: [0.3524888042420714, 0.9972644561097378] Predicted: -0.3700317950695993 Movie Vector: [-0.39921392588138904, -2.184627648504573] User Vector: [0.11068298860834933, 0.6776121677843341] Predicted: -1.5245164671154001 Movie Vector: [-0.7789325714111328, -1.0014820098876953] User Vector: [-0.32549254809136574, -0.5512939200842735] Predicted: 0.805647690584834 Movie Vector: [-0.4908839845829971, -0.01068634954245505] User Vector: [0.19330278835603987, 0.26876500279751003] Predicted: -0.09776135974388972 Movie Vector: [0.3689945020201348, -1.2595636422711478] User Vector: [-0.5871996241974079, 2.0513628583876966] Predicted: -2.800495506447693 Movie Vector: [-0.7748963794420689, 0.13431093059923327] User Vector: [1.0735634199001844, -1.3543459732394374] Predicted: -1.0138038752012115 Movie Vector: [0.8172895960574241, -0.059146093011927595] User Vector: [-0.2307333175007559, -0.5999872139614629] Predicted: -0.1530890402942502 Movie Vector: [-0.10717697818888713, 0.2632176418727153] User Vector: [-0.5563810957841548, -0.2067218817828148] Predicted: 0.005218398321204749 Movie Vector: [-0.31136226071973394, -0.19676487191239098] User Vector: [-0.48159345248086355, -0.9801954868166293] Predicted: 0.3428180655248412 Movie Vector: [-2.188056415128078, 1.1933290010112556] User Vector: [0.2856224509700216, -0.5483164277764554] Predicted: -1.2792799311460985 Movie Vector: [-0.07355388079604493, -0.3250635638567844] User Vector: [1.6721829571442481, -1.13188096478358] Predicted: 0.24493771437524003 Movie Vector: [-0.138307632370112, 0.551237396776055] User Vector: [0.714743295702113, 0.6877204653117323] Predicted: 0.2802427860270864 Movie Vector: [0.4167876753969144, -0.39516068276136024] User Vector: [1.0072660368717972, -0.793124161107398] Predicted: 0.7332275550317895 Movie Vector: [-1.1104338413201127, -0.3161863615505282] User Vector: [0.42364652065209163, 0.18106827481925786] Predicted: -0.5276827522969348 Movie Vector: [0.496630892589213, 0.5174013711725841] User Vector: [-0.43835612626173004, -1.0453979788293983] Predicted: -0.7585915419246915 Movie Vector: [0.10255303869650399, -1.1307679603625513] User Vector: [0.5074641113718805, 0.18995053357355707] Predicted: -0.16274799076814198 Movie Vector: [0.376531534004513, 0.0017980573109396547] User Vector: [0.8866513101410516, 1.831911224112924] Predicted: 0.33714605930403 Movie Vector: [1.0044242274498196, -0.27628852868858245] User Vector: [0.7104951549986767, -0.35567970729364184] Predicted: 0.8119087701789316 Movie Vector: [0.9628179360629107, -1.3489965555888022] User Vector: [0.0331800468282909, -0.001061702564051789] Predicted: 0.03337857730765143 Movie Vector: [-0.5785022080112763, 0.5878056142135808] User Vector: [-1.6860325557888038, 0.9474265720054257] Predicted: 1.532276214382635 Movie Vector: [-0.48356361445419827, -0.3183352781840066] User Vector: [-1.0428821415404415, -0.6235360706652315] Predicted: 0.7027933863260095 Movie Vector: [0.2994533198457637, -0.5673257327521525] User Vector: [1.0051735958409493, 0.17437013811985477] Predicted: 0.20207790391693553 Movie Vector: [1.7450126238799903, -1.2527339877079928] User Vector: [0.578997810636734, 0.35579661149444625] Predicted: 0.5646399808295477 Movie Vector: [0.32566000671861617, 0.09027212977133066] User Vector: [0.4652218184728127, -0.7686909991170696] Predicted: 0.08211276690315308 Movie Vector: [-0.021858971514132595, 0.5623074154851371] User Vector: [-0.8974456698094223, -0.545982123571678] Predicted: -0.28739255747483117 Movie Vector: [-0.0072486925571867145, 0.9077604723884192] User Vector: [0.46817382474968217, -0.8779191207793273] Predicted: -0.8003339239164005 Movie Vector: [0.6831314426667501, 0.7625324277856943] User Vector: [-0.1859675957588533, 0.3754573266616122] Predicted: 0.15925807484919316 Movie Vector: [-0.20719492161210645, 0.22605624722224693] User Vector: [-0.8122994939426814, -0.10600703015742645] Predicted: 0.14434077855644423 Movie Vector: [0.17302946374718026, 1.0228530310430823] User Vector: [-0.026212907314164396, 0.8890014687596453] Predicted: 0.9047822416267308 Movie Vector: [-0.012851305859384224, 1.3435510524578143] User Vector: [-0.7992960021079603, -0.9202850894754154] Predicted: -1.2261780031306557 Movie Vector: [1.568604610284874, 0.5092040691826157] User Vector: [-0.9648175031759059, -0.5015145188828342] Predicted: -1.7687904173345679 Movie Vector: [-0.9656477293944404, -0.8414179959533078] User Vector: [0.281420217043221, 0.29217354904298387] Predicted: -0.51759287569979 Movie Vector: [-0.02144734660850861, 0.6115835345357146] User Vector: [-0.5248152724560594, -0.5423404299520863] Predicted: -0.3204305820179121 Movie Vector: [0.9872150422129229, -0.032666854167525086] User Vector: [-0.9797904520833437, 0.16841341486381178] Predicted: -0.972765408976488 Movie Vector: [-0.03881486872284878, 0.13009655692222252] User Vector: [-0.14535485862402106, -0.18468827876324712] Predicted: -0.018385379415270457 Movie Vector: [0.6252628928562857, 0.41177104522202945] User Vector: [-0.2640560407477094, -0.7395428086517241] Predicted: -0.46962675921904573 Movie Vector: [-0.1776732249237115, -1.1368768303470678] User Vector: [-1.1028788251036923, 0.05773732447955454] Predicted: 0.13031181110921086 Movie Vector: [0.3088124734059694, 1.3474522037333183] User Vector: [0.20398893549751534, -1.3903627232254263] Predicted: -1.81045298768032 Movie Vector: [0.06503144818516601, -0.12296404486374868] User Vector: [0.38494583845052044, -0.5790394970067203] Predicted: 0.09623462403510713 Movie Vector: [0.8066953127480843, -0.5436775425140353] User Vector: [0.10406419784117636, -0.4452473174278467] Predicted: 0.3260190679735046 Movie Vector: [-0.05912820709067473, -0.12281734599750334] User Vector: [1.3661391887887568, 0.5356305127877206] Predicted: -0.1465620788852576 Movie Vector: [-0.7270117936595795, 0.6740318757357326] User Vector: [1.160213789055475, 1.284703471939547] Predicted: 0.02244198314582313 Movie Vector: [0.003387179069551857, -1.3828479217359395] User Vector: [0.6520450003145156, -0.6796867160175606] Predicted: 0.9421119558538806 Movie Vector: [0.628704605423263, 0.6073475944040649] User Vector: [0.24114142766117444, -1.2187760451482175] Predicted: -0.5886139730091489 Movie Vector: [-1.3148652172977096, 0.8378688609583209] User Vector: [-0.6813243908797546, -1.4240896914257375] Predicted: -0.29735066439303126 Movie Vector: [-0.06807147735833285, 0.02624733597133927] User Vector: [-1.4493123579457348, 0.45903277417512783]
avg loss: 14.75636202894143: 16%|███████▌ | 11453/70000 [00:18<01:35, 610.63it/s]
Predicted: 0.11070522080468558 Movie Vector: [0.11104562094755972, 1.0179964696337065] User Vector: [0.8587829824133995, -0.5984858011863623] Predicted: -0.513892343192324 Movie Vector: [0.5731251479232059, -1.3456729180621778] User Vector: [0.4812462101806097, 0.7830752269617992] Predicted: -0.7779488203306424 Movie Vector: [-1.2448037751516272, -0.29058190999183553] User Vector: [0.6777489361522254, 1.0719924477677958] Predicted: -1.1551660472964784 Movie Vector: [-0.5419881419477066, -1.0385508892230684] User Vector: [0.005417445482105167, 1.1583246688872049] Predicted: -1.205915306092772 Movie Vector: [-0.12542911633708664, -0.18840371598903122] User Vector: [-0.8703449398595824, 0.4118121479736057] Predicted: 0.03157965774739013 Movie Vector: [0.7741680755109835, -0.1712771075298291] User Vector: [0.11995685819594257, 0.27198060465600293] Predicted: 0.04628271878420265 Movie Vector: [0.06983976512653543, 0.2720526480379788] User Vector: [0.8090413465165797, -1.769350532643244] Predicted: -0.4248532400946289 Movie Vector: [0.7532984786788884, 1.3410125570376954] User Vector: [0.04072366719371903, -0.6726317248521748] Predicted: -0.8713305127454366 Movie Vector: [0.6906525981216098, 0.30697498540510504] User Vector: [-0.9220144848691058, -0.4813255324864652] Predicted: -0.7845465977907428 Movie Vector: [-0.7297650099522404, 0.299336230045873] User Vector: [0.28473425164057525, -1.0380438774931853] Predicted: -0.5185132348932382 Movie Vector: [1.063321860852366, -1.4627939044046936] User Vector: [-0.16386537850208266, 0.6081628562262855] Predicted: -1.0638585581712703 Movie Vector: [-0.5450919498126422, -0.4553901637661485] User Vector: [0.8935152959905854, -0.8049913280059953] Predicted: -0.12046286218794883 Movie Vector: [-0.28268569032078816, 0.2428885020353272] User Vector: [0.01143711277384088, 0.13450665394377426] Predicted: 0.029437011570437554 Movie Vector: [-0.7207269409358699, -0.6243744267847045] User Vector: [-0.18245058913602266, -0.002382248291265557] Predicted: 0.13298446989127063 Movie Vector: [0.38751515543841863, -0.052968622532244686] User Vector: [-0.25880279379396204, -0.435499979030674] Predicted: -0.07722217086288795 Movie Vector: [0.8878576068009408, -0.009997473200056228] User Vector: [-1.0738646373511695, -0.37730746158310385] Predicted: -0.9496667657114113 Movie Vector: [0.7281974528052215, -1.7835032422327306] User Vector: [0.02451788114759334, 0.9437678809070079] Predicted: -1.6653592169129035 Movie Vector: [-0.3204988118457422, 0.0044048412378834] User Vector: [0.8474334477188761, -0.15385262643675107] Predicted: -0.2722791095057259 Movie Vector: [0.650466875879138, -1.7101210087229275] User Vector: [-0.32748226429532695, 0.5126897481949012] Predicted: -1.0897778747069755 Movie Vector: [0.8287857093922925, 0.45196008130879006] User Vector: [-0.5677170225573499, -0.33035492314219284] Predicted: -0.6198229931983779 Movie Vector: [-0.0747590385684065, -0.11194547474914601] User Vector: [-0.6524470860955928, 0.19702409087673844] Predicted: 0.026720361483049484 Movie Vector: [-0.06426732402299484, 1.2498108835633932] User Vector: [-0.4038179585503682, 0.12280853865257588] Predicted: 0.1794397477909658 Movie Vector: [0.3068946837753628, -1.4423384246112987] User Vector: [-0.1215520508927805, 0.9150273102208865] Predicted: -1.357082727321294 Movie Vector: [1.0868956101822989, 0.11183668758955959] User Vector: [0.6929501739415893, 1.8278697123249807] Predicted: 0.9575873961038808 Movie Vector: [-0.08299431011860021, 0.6044594471898047] User Vector: [0.3236690075154948, 0.3648855046748193] Predicted: 0.19369580445779364 Movie Vector: [0.5093327397631051, 0.29994624490664046] User Vector: [-0.15412201429815203, 0.06025236201669133] Predicted: -0.060426918066624175 Movie Vector: [-0.2688877083134035, 0.770346059455673] User Vector: [-0.9018989425892626, 0.6304408520486662] Predicted: 0.7281671658986756 Movie Vector: [-1.103611981126118, 0.40732696358224474] User Vector: [-1.7193759607783083, -0.2895237680219691] Predicted: 1.7795930730618927 Movie Vector: [1.0002613067626953, -0.7774257659912109] User Vector: [0.154546692990291, -0.12836352431759204] Predicted: 0.25438018830425696 Movie Vector: [0.4955134431745167, 0.5622895640846831] User Vector: [0.14462761718933864, 0.6495947787779774] Predicted: 0.4369252935623702 Movie Vector: [0.33580760833610374, -0.29731123833076567] User Vector: [0.2022319691063836, 0.7594941290779228] Predicted: -0.1578951061463881 Movie Vector: [-0.4908900734024783, -0.12526306097830714] User Vector: [-0.3012723499317825, -1.7555904734306094] Predicted: 0.36780224249842336 Movie Vector: [-0.1758070879191307, 0.139709200823588] User Vector: [0.145274919777672, 0.10118657019048335] Predicted: -0.01140366573840552 Movie Vector: [-2.1073487655363414, 1.038392545672807] User Vector: [-0.46107828525634326, 0.03670368075722591] Predicted: 1.0097655837476258 Movie Vector: [-0.2774333953857422, 0.3065776824951172] User Vector: [-0.010220647335209485, 0.1609157108065869] Predicted: 0.0521687145893853 Movie Vector: [0.5976891872800828, 0.2744224734028619] User Vector: [-0.2069842410391194, -0.8955912049629093] Predicted: -0.3694825964302271 Movie Vector: [1.9186149552187182, -0.7770804428381334] User Vector: [-0.02802990936087646, -0.3035283091525157] Predicted: 0.18208730959694405 Movie Vector: [0.9775491418796385, 0.44882880411023285] User Vector: [-1.7617182938828664, 0.37801150574929904] Predicted: -1.5525037543534905 Movie Vector: [0.13427025410665894, 0.17594009575995165] User Vector: [1.1375126682175916, 0.3954839707229417] Predicted: 0.2223156026916399 Movie Vector: [0.4814267577515777, -1.2767775975515578] User Vector: [0.15505168132981076, 0.625498469720255] Predicted: -0.7239764052150615 Movie Vector: [-0.693760150310214, 0.6801965548573433] User Vector: [0.4249780221819411, 1.8952970569305996] Predicted: 0.9943417120079749 Movie Vector: [-1.3657453311305043, 0.8147401881255594] User Vector: [0.09028285727540225, -0.5732840452182971] Predicted: -0.5903809416555394 Movie Vector: [-0.052160218224806355, -0.05219866291805973] User Vector: [-0.44197303235832874, -0.16595088780873274] Predicted: 0.03171582427097062 Movie Vector: [-0.6009365259723165, 0.08398121637309468] User Vector: [-0.17184364214398262, 0.6674612953230857] Predicted: 0.15932133278362898 Movie Vector: [0.6703653641186368, 1.856794125734639] User Vector: [-0.6796461346010205, 0.48412772852951746] Predicted: 0.44331429394522487 Movie Vector: [-0.2670312784418535, 0.411206528389929] User Vector: [0.4722572995228963, -0.8500870524754908] Predicted: -0.47566881612277023 Movie Vector: [-0.15198099185813083, -0.19534501759847095] User Vector: [0.3341431370449106, 0.3477258826410171] Predicted: -0.11870992405462619 Movie Vector: [0.15289075262043908, 0.3254787190641357] User Vector: [-0.6493975494273563, -1.2111594898754081] Predicted: -0.4934935194288372 Movie Vector: [-0.9103409254277367, -0.3384154882199765] User Vector: [0.5677885003656649, 0.3444229597924891] Predicted: -0.6334391729624507 Movie Vector: [0.24846621414096565, -1.9014605686601826] User Vector: [-0.663143304090122, -0.6330170097951635] Predicted: 1.0388881772164764 Movie Vector: [-1.409977810241325, 0.6253137783184552] User Vector: [-1.7929402647950885, 0.0661907459256942] Predicted: 2.569395973873793 Movie Vector: [0.6026558117909832, 1.2345321636509101] User Vector: [-0.5788777134526569, -0.046423264890166425] Predicted: -0.4061750319771156 Movie Vector: [0.5399761622604827, 1.2295055511112392] User Vector: [0.6056297477474326, -0.10639366698633324] Predicted: 0.19621402277666558 Movie Vector: [0.8742798566488973, -0.2389873970505712] User Vector: [0.2577730111413224, 0.46092738726252747] Predicted: 0.1152099147173979 Movie Vector: [-0.8664480204866583, -0.1264509630281919] User Vector: [-0.37582185374611676, 0.7172206236675882] Predicted: 0.23493686266750233 Movie Vector: [0.12720323440381803, -1.117932382006917] User Vector: [-0.06665174828916948, 0.13565793702668438] Predicted: -0.1601347186394371 Movie Vector: [-0.3088734201616173, -0.05510430037403628] User Vector: [0.09710272026955447, 1.4050991656586724] Predicted: -0.10741945579641735 Movie Vector: [0.4286158865917657, -0.0798429745126127] User Vector: [0.8825951161641911, 0.8723884067048766] Predicted: 0.30864020289464095 Movie Vector: [-1.193663423611856, -0.22768334064029616] User Vector: [0.2736362805134528, -0.6686355696809126] Predicted: -0.17439243924622452 Movie Vector: [-1.266248228685441, 0.6509425288970518] User Vector: [0.262950705051492, 0.7195328431121665] Predicted: 0.1354136640168797 Movie Vector: [1.4037934432566264, 1.4130509430656772] User Vector: [0.16420573219209034, 0.019385502165915697] Predicted: 0.25790363231375885 Movie Vector: [-0.6745279301502363, 0.7659675085652551] User Vector: [0.31326359104845036, -0.3400150599089416] Predicted: -0.4717455299744593 Movie Vector: [-1.1742877960205078, -1.5510272979736328] User Vector: [0.6980623148952332, -0.9587848281078917] Predicted: 0.6673753840350002 Movie Vector: [1.1063547792114936, -0.32731579968375074] User Vector: [0.11353942591530024, 0.12640592020493394] Predicted: 0.08424023163368341 Movie Vector: [1.8605754922018332, -1.1817201147569474] User Vector: [0.49625027522772813, -0.5019182533986727] Predicted: 1.5164379960920116 Movie Vector: [-0.2220804721206927, -0.8510826117124975] User Vector: [0.4136782614240613, -0.15801866601345613] Predicted: 0.04261707536693425 Movie Vector: [1.228066401643373, -0.7560515280335726] User Vector: [0.5080232032377474, -1.1766394726672633] Predicted: 1.5134862984062218 Movie Vector: [-0.7621921940115977, -0.18980277160297107] User Vector: [0.5525885638112854, -0.4502511612596907] Predicted: -0.33571977151249577 Movie Vector: [0.5686012859059791, -0.049207044010462136] User Vector: [-0.0445758217912981, 0.7263238236662142] Predicted: -0.06108611794783841 Movie Vector: [0.399688134881987, 0.14172544986086327] User Vector: [-0.4619618388584366, 0.3145844648328524] Predicted: -0.14005604096230662 Movie Vector: [-1.0691149744249695, -0.0438105938359345] User Vector: [-0.47000978895184287, -0.2770724295562669] Predicted: 0.5146332111691599 Movie Vector: [0.3962230682373047, 0.48325538635253906] User Vector: [-0.30966087567320616, -0.9113203366377377] Predicted: -0.5630952436450841 Movie Vector: [0.5388161084999805, -0.3509881057927477] User Vector: [-1.2267269014513833, 0.17515536502784243] Predicted: -0.7224576650228332 Movie Vector: [-0.15757756215338267, -0.025173720046191] User Vector: [0.02235477138053764, 0.19306341717882602] Predicted: -0.008382734791862079 Movie Vector: [0.3244043708455934, -0.8289200761830082] User Vector: [0.2879985598400539, 2.3733772583348083] Predicted: -1.8739120661805588 Movie Vector: [1.1194009099657913, 0.1975794367778986] User Vector: [2.102205556061784, 0.45361127560948095] Predicted: 2.4428350727417287 Movie Vector: [0.7680285390629233, -0.23703125154505172] User Vector: [1.1758757312891008, -0.2158951288271039] Predicted: 0.9542800126098833 Movie Vector: [0.004865748065997601, -0.26293349808938954] User Vector: [-0.8482487793994311, -0.06678521671989432] Predicted: 0.013432705794972192 Movie Vector: [-0.1484117241583764, -0.8792229283919701] User Vector: [0.6523586699034932, -0.8077452952431321] Predicted: 0.6133705089084606 Movie Vector: [0.02189154609397812, 0.16277140713346075] User Vector: [0.10325683604813289, -0.290203895626302] Predicted: -0.04497644466083911 Movie Vector: [0.570310851086849, 1.9792208399071618] User Vector: [0.7041887321302976, -0.6339876363305591] Predicted: -0.8531950669219261 Movie Vector: [1.076119510160214, 0.4528342005801001] User Vector: [1.204256169247158, 0.19484960830095843] Predicted: 1.3841581255659776 Movie Vector: [-0.7061769657658213, -0.7870870944351257] User Vector: [-0.34290329639361355, 1.2853906603799836] Predicted: -0.7695639906941886 Movie Vector: [-0.17905788059917227, 1.2439489918613575] User Vector: [-0.5136234219283256, 0.08724925618556137] Predicted: 0.20050194562926277 Movie Vector: [-0.1746536937055757, -0.17626019564732937] User Vector: [-0.8232637598797864, 0.8006544959175161] Predicted: 0.0026625384606095703 Movie Vector: [-0.39008703191268507, 0.2255931473717248] User Vector: [0.2554442949552493, -0.6626846840544236] Predicted: -0.24914263042899615 Movie Vector: [0.19452791959098775, -0.0006368176684079518] User Vector: [-0.5226222713518232, 0.6957963099865944] Predicted: -0.10210771856179936 Movie Vector: [-0.2043547612379597, -0.2802640515594389] User Vector: [0.4106107284905593, 0.41914867308689746] Predicted: -0.20138256270752958 Movie Vector: [0.3569882715404828, 0.4608172855866692] User Vector: [0.5372919819945399, -0.7487133321642596] Predicted: -0.15321310944569333 Movie Vector: [0.8218531483034233, 0.502201569301103] User Vector: [0.6297409714198607, -0.9417373986772571] Predicted: 0.044612600491811594 Movie Vector: [1.6392803192138672, 0.028982162475585938] User Vector: [0.18810835211406324, -0.1544484067136524] Predicted: 0.30388607068286566 Movie Vector: [0.14023006207445995, 1.3002087315822597] User Vector: [-0.23542077261610359, 0.21695981593279462] Predicted: 0.2490799775207259 Movie Vector: [0.9699322545787599, -1.0752346272778466] User Vector: [0.17878578305449755, -0.8523921993957405] Predicted: 1.0899317064565008 Movie Vector: [-0.44834915665025826, -1.4346318539478766] User Vector: [-0.27989642494523803, 0.44925015737034896] Predicted: -0.5190172600809793 Movie Vector: [-1.4288203507142703, -1.6656663358089263] User Vector: [-0.9809637356182161, 0.6845496123008316] Predicted: 0.2613897043634532 Movie Vector: [-0.15156929953405052, -0.2725277128385834] User Vector: [0.47211046862027073, 0.646401134243605] Predicted: -0.24771967572314255 Movie Vector: [1.0157042640195695, 1.422932078897276] User Vector: [0.4761431468936734, 1.1098043300887883] Predicted: 2.0627968071660385 Movie Vector: [1.3831287681018123, -0.4347554741852373] User Vector: [-1.1227882199456347, -0.149424212991337] Predicted: -1.4879976929188279 Movie Vector: [1.5442387731033638, 0.3159014749131109] User Vector: [-0.1989682198907927, 0.013737612711068811] Predicted: -0.30291470765350625 Movie Vector: [-0.037968018496537304, -0.3521771832851302] User Vector: [0.3329601091960355, 0.9915063519824819] Predicted: -0.36182774983506955 Movie Vector: [-0.557357390804876, -0.7010449173688555] User Vector: [-0.6025200251085859, 0.6977534835453676] Predicted: -0.1533375441136835 Movie Vector: [0.45276221964273744, 0.4054793532474348] User Vector: [0.20201074907304706, -0.25639054417979723] Predicted: -0.012498236890777184 Movie Vector: [1.4932918548583984, -0.10394096374511719] User Vector: [0.37156694253671946, -0.11030952743691996] Predicted: 0.5663235674167837 Movie Vector: [0.3677636094032852, 0.22724021448496068] User Vector: [1.2187479368312524, -0.7222237654414491] Predicted: 0.2840928568368175 Movie Vector: [0.5474024585163946, -0.838897905753913] User Vector: [-0.04825319402817941, 1.3126274698349438] Predicted: -1.127574352521886 Movie Vector: [0.7856358474491026, -0.36494868753017107] User Vector: [0.776024612836908, -0.8523493195120502] Predicted: 0.9207365198206432 Movie Vector: [1.3388913443109922, 0.5292984182167315] User Vector: [0.34862821428200996, 0.7594115241604404] Predicted: 0.8687306169984593 Movie Vector: [0.18807794000104983, 0.32902459969991665] User Vector: [0.8274356631663919, 1.4886494129342782] Predicted: 0.6454246721959543 Movie Vector: [0.08897437651101352, -0.44477817811274506] User Vector: [-0.5869763841503689, 0.8184150552201078] Predicted: -0.4162390150073094 Movie Vector: [0.8009085317760353, -0.11064793156503074] User Vector: [2.0718201349807908, 1.7107494820482925] Predicted: 1.4700475307969012 Movie Vector: [-0.561499863741719, 0.33545086266778207] User Vector: [0.051205235227292256, 0.2556366669814131] Predicted: 0.05700180786544426 Movie Vector: [0.36165008497310636, -0.521980586868296] User Vector: [0.07805491227764469, 1.1190594574681798] Predicted: -0.5558987466919788 Movie Vector: [-0.430364321663198, 0.9040257173580328] User Vector: [0.3719749646193452, 0.36616133062399586] Predicted: 0.17093450626203313 Movie Vector: [-1.8335624864890734, 0.16812856338372634] User Vector: [-0.7804202463881063, -0.36270151503167875] Predicted: 1.3699688028144144 Movie Vector: [-0.24837125307682764, 0.5945978340063098] User Vector: [-0.7852717611662866, 0.10363826196636253] Predicted:
avg loss: 14.763981362611556: 16%|███████▍ | 11519/70000 [00:19<01:33, 623.54it/s]
0.2566620174120956 Movie Vector: [0.0400967814862003, 1.4096277075191326] User Vector: [-0.9535878929369381, 0.7785263836168154] Predicted: 1.0591965560099537 Movie Vector: [0.5007342981789091, -0.028304503518142968] User Vector: [-0.8764251172827296, -1.2997660563847557] Predicted: -0.40206688309323063 Movie Vector: [1.1314707436031965, -0.2993536485175476] User Vector: [0.74871187592807, 1.7871521244035442] Predicted: 0.3121550741047906 Movie Vector: [-0.7394124628518056, 0.31468956253496494] User Vector: [-0.17592469288748816, 1.2520600253029952] Predicted: 0.5240911320745019 Movie Vector: [1.2841870841123701, 0.7769923070728649] User Vector: [-0.14696982573737627, 0.9418758324567955] Predicted: 0.5430935240705963 Movie Vector: [-0.2038611851380538, 1.082452255383087] User Vector: [0.6519129030022662, 0.16905466936439767] Predicted: 0.050093871123703254 Movie Vector: [-1.3188278241209117, -0.6787409399844353] User Vector: [2.231017729654532, 0.4763472198828958] Predicted: -3.2656446177577516 Movie Vector: [-0.6290590834799484, 0.2804263393224259] User Vector: [0.15723598718725515, 0.42328727405047734] Predicted: 0.019790174753664208 Movie Vector: [0.740816997086173, 0.3465406107058162] User Vector: [0.2364001869546873, -0.4582513002135452] Predicted: 0.01632659117764504 Movie Vector: [0.9613119751577178, -0.585593849705871] User Vector: [0.27186752015280957, -0.5837048752095646] Predicted: 0.603163487745382 Movie Vector: [-0.5809880937639358, -0.11031262960958918] User Vector: [-1.3445034972312027, -0.6265168114570497] Predicted: 0.8502532408817439 Movie Vector: [-0.09005025240105799, -0.1308968256326814] User Vector: [-0.49546717611406943, 0.6957074135213925] Predicted: -0.0464489477335621 Movie Vector: [1.0932317673683816, 0.29395338524017356] User Vector: [-0.2931032977800604, -0.7750724438933088] Predicted: -0.548265004942409 Movie Vector: [0.014621909711251407, 1.3526193778070588] User Vector: [0.9575908539096879, -1.3890128525060792] Predicted: -1.8648038933165931 Movie Vector: [0.8352040483236913, -0.5340517253794806] User Vector: [0.5182113726995199, -0.0522118662872941] Predicted: 0.46069607364202836 Movie Vector: [-0.3217276117815048, 0.10658645571488827] User Vector: [-0.1852045142874037, -0.275223025804187] Predicted: 0.03025035922124444 Movie Vector: [-0.37246101555525796, -0.4339357605775483] User Vector: [-0.45950287474829077, -0.5204026561805655] Predicted: 0.3969682297955989 Movie Vector: [-0.36786171397406847, -0.459698592032605] User Vector: [-0.10811059940060024, -0.5407903204351093] Predicted: 0.2883702992831498 Movie Vector: [0.44287825713362117, 0.1388770932219006] User Vector: [0.6454353802746421, -1.261236434427751] Predicted: 0.11069244642952922 Movie Vector: [-0.9724977213062924, -0.7773063148797792] User Vector: [-0.9149146288615926, -0.3503690488762727] Predicted: 1.1620964659876398 Movie Vector: [-0.42923604517601405, -0.525312939047551] User Vector: [-0.06105713779274896, 0.11505830332232805] Predicted: -0.034233691124150256 Movie Vector: [0.025151990698771734, -0.3557912907025967] User Vector: [-0.07799087661478873, -0.6110409685413457] Predicted: 0.21544142906628594 Movie Vector: [-0.9223263985135156, -0.7181663756548827] User Vector: [0.047186455582200505, -1.2317819665835401] Predicted: 0.8411030769025959 Movie Vector: [-1.2205194221053806, 0.7760738846172583] User Vector: [-0.5451498516671894, -1.1753291737079] Predicted: -0.24677629562581038 Movie Vector: [-1.7832833368681424, -0.9756215406000387] User Vector: [0.1584175173170602, 0.4327487953392615] Predicted: -0.704702365301235 Movie Vector: [0.3181314332361543, 0.6708426053277472] User Vector: [-0.26682522449944246, 0.7010464922000031] Predicted: 0.3854063641897621 Movie Vector: [1.1308165996716832, 0.972076499646119] User Vector: [-0.3717113372369702, -0.4914125037550798] Predicted: -0.8980278969662983 Movie Vector: [0.4427754243674475, 1.5182203382412367] User Vector: [0.39507849059816735, -0.3354468714769244] Predicted: -0.3343512163426067 Movie Vector: [-0.10283775111056212, -1.0249841438485447] User Vector: [0.7949670539440795, 1.4754720307867337] Predicted: -1.5940880602830119 Movie Vector: [0.22425403685494094, 1.0485419968338325] User Vector: [0.28885244486628836, -0.3400884347165577] Predicted: -0.29182067962110747 Movie Vector: [-0.6857309811828098, -0.8296495071437594] User Vector: [0.3429332238788103, 0.27793819348052967] Predicted: -0.46575122132814906 Movie Vector: [-0.1841800801460282, -0.33853121001146014] User Vector: [0.3057186919736827, 0.49562022364267594] Predicted: -0.22409020720575734 Movie Vector: [0.13899902907118541, 0.46528140317588945] User Vector: [1.0051542992229474, -0.46061650258330245] Predicted: -0.0746008209892122 Movie Vector: [-0.144339221390832, -0.8312010099816239] User Vector: [1.2093857949074303, 0.06125100521196017] Predicted: -0.22547370139264192 Movie Vector: [-0.9567112722076283, 0.711507684578893] User Vector: [1.6630639086118346, -1.172181631218147] Predicted: -2.425088226104553 Movie Vector: [0.6512158508246515, 0.12779907420001474] User Vector: [0.3095368743210841, 0.9310112252120808] Predicted: 0.3205576916245334 Movie Vector: [0.5604551046077051, 0.0835278178736924] User Vector: [0.09061099924438092, -0.1530355651693897] Predicted: 0.03800067024445183 Movie Vector: [-0.9799585443057298, -0.1053313721929516] User Vector: [0.008323026745122225, -1.2649283083924225] Predicted: 0.12508041327531527 Movie Vector: [0.5445237170260867, 1.2222336307269248] User Vector: [0.7907180478666793, -1.1159712245745839] Predicted: -0.9334128310545907 Movie Vector: [0.14663075575343, -0.5952692826307244] User Vector: [0.29078688646508666, -0.8670042455985896] Predicted: 0.5587392962408274 Movie Vector: [1.9178779938267458, -1.4197461198103154] User Vector: [-1.7568126588169626, 0.05016844427548899] Predicted: -3.440578791718353 Movie Vector: [-0.002580269349608276, -0.24679765855388183] User Vector: [0.3050090815694589, -0.16529946740396406] Predicted: 0.0400085159309762 Movie Vector: [-0.02381318827731095, 0.944390387375396] User Vector: [-0.7058643263063533, 0.880985792448599] Predicted: 0.8488033939033232 Movie Vector: [0.876104652927018, -1.306757641062206] User Vector: [-0.9799190157306228, 0.6358235487359934] Predicted: -1.6893788898513098 Movie Vector: [0.8233621930332425, -0.24719071485781172] User Vector: [-0.29796684990512123, 0.38841445563188287] Predicted: -0.3413470859378406 Movie Vector: [1.002869003510521, -0.6748176011680503] User Vector: [-0.4024089100043278, -0.6501861163398398] Predicted: 0.03519361276142641 Movie Vector: [1.0113435962399349, -1.2608377255553884] User Vector: [-0.22930407585489646, 1.1023821341071318] Predicted: -1.621830191368097 Movie Vector: [0.838586159996531, 1.0282849530547093] User Vector: [-1.2408076113594797, -0.6490049248982993] Predicted: -1.707886088835737 Movie Vector: [-0.03304473241120103, 0.7581104206947443] User Vector: [-0.6816091444747275, 0.5982750769331496] Predicted: 0.4760821620531656 Movie Vector: [0.24936329243359678, -0.5292296542204912] User Vector: [-0.7234737604291093, -1.0619409505575699] Predicted: 0.38160284317624454 Movie Vector: [-0.38730008431007323, 0.36161209633779356] User Vector: [-0.8738910345809134, 0.4776770601048868] Predicted: 0.5111918744480073 Movie Vector: [-1.4159606617797638, 0.6265613219003143] User Vector: [0.33459693437849247, -0.7299205085308733] Predicted: -0.9311160553393041 Movie Vector: [0.9117911812533807, 0.1558191272953291] User Vector: [-0.11989075886452516, -0.5555114031511748] Predicted: -0.1958746386880694 Movie Vector: [-0.7790570739757638, -0.4915424814948537] User Vector: [0.08761108084289616, -0.8333252905920485] Predicted: 0.3413607489407148 Movie Vector: [0.11998620920410309, -0.6914794071455267] User Vector: [-1.3847305117343787, -0.570650400846811] Predicted: 0.2284444359926441 Movie Vector: [0.011869743874150771, -0.45985470576341214] User Vector: [-0.6947667615142186, 1.4441038725041435] Predicted: -0.672324664893644 Movie Vector: [-0.7246583932048392, 1.007896541617152] User Vector: [0.6933956237712582, -0.43244407741065927] Predicted: -0.9383338486423706 Movie Vector: [-0.638300519700832, -0.41085200470678285] User Vector: [-0.9328735920273692, -0.04091628824650653] Predicted: 0.6122642376574895 Movie Vector: [-0.3766553125974358, 1.9397342529752397] User Vector: [-0.19078450238099365, 0.8023138245281751] Predicted: 1.628135603455927 Movie Vector: [0.3688095648124516, 0.24814753629242398] User Vector: [-1.1281002947147023, 1.8252525172141776] Predicted: 0.036877736499715597 Movie Vector: [-1.6079149285204382, -0.3342852018925605] User Vector: [0.2084577226282058, 1.3291816446424787] Predicted: -0.7795080386104615 Movie Vector: [-2.5511151520056243, -0.40784558919921665] User Vector: [-0.28677402601647534, -0.2626672508079357] Predicted: 0.8387212426413864 Movie Vector: [-0.9962574825150055, 0.1064386691297373] User Vector: [-0.5895812172413327, -0.28197227232761235] Predicted: 0.5573619458289438 Movie Vector: [0.47124401529772614, -0.5375247437313422] User Vector: [-0.15237364816811289, -0.16116326416206347] Predicted: 0.014824072479315234 Movie Vector: [1.5005036590309868, -1.1245455123865675] User Vector: [-1.1338181242023164, -0.1402338234382395] Predicted: -1.5435989272089432 Movie Vector: [0.713360387004433, 0.6774431630339735] User Vector: [0.3663160881181761, -0.7191250365557561] Predicted: -0.2258509529953211 Movie Vector: [-0.23563624975104056, -0.3401948680110123] User Vector: [0.7102033737630726, -0.3668438350420456] Predicted: -0.04255126951128474 Movie Vector: [-0.317287710938947, -1.181639548850504] User Vector: [-0.04241788749070476, -1.3015520896238404] Predicted: 1.5514240984133372 Movie Vector: [1.02938435160913, -0.587089746478183] User Vector: [0.0522685083294972, -0.5260905145513307] Predicted: 0.3626667313688535 Movie Vector: [1.7001963009891166, -0.6764076229755017] User Vector: [0.0388513472719739, 0.573836501347198] Predicted: -0.32209246693258287 Movie Vector: [-0.1591137567188593, 0.6351064336978005] User Vector: [-0.6633896544856209, 1.0204348729252033] Predicted: 0.7536391730580274 Movie Vector: [0.02674708935790085, 0.14912487655493734] User Vector: [1.166380208630652, 0.43331035198973844] Predicted: 0.09581462841597728 Movie Vector: [0.6973077031695022, 0.8047032473116528] User Vector: [-0.6919768881944447, -0.47136968981850647] Predicted: -0.8618335346344863 Movie Vector: [0.4160100024692187, 0.2763533608079354] User Vector: [0.16918829857602236, -0.9906490455737099] Predicted: -0.2033851686170943 Movie Vector: [-0.035600945628753614, -0.40491801132779437] User Vector: [-0.13829491166213692, -0.656721978943905] Predicted: 0.2708419873400367 Movie Vector: [-0.12498180769447192, 1.0741997721553749] User Vector: [0.4499590117853168, 0.6065719215611488] Predicted: 0.5953427292554869 Movie Vector: [-0.7781811772424647, -0.5065446880979115] User Vector: [0.5457666816960838, 0.8885979629993189] Predicted: -0.8748199368739016 Movie Vector: [0.9339422759522906, 0.33457943848428917] User Vector: [1.068535809074302, -0.8512146624474817] Predicted: 0.7131518416721038 Movie Vector: [0.27366270617946237, -1.179437763560158] User Vector: [0.22966283846857746, -0.3682557220167461] Predicted: 0.49718485907782994 Movie Vector: [-0.5078032405875339, -0.23214704596701397] User Vector: [-0.8870996251796424, 0.38664538393420367] Predicted: 0.3607134806731017 Movie Vector: [-0.6396840755107374, 0.7281481268648284] User Vector: [0.12856621624231068, 0.1589840813806911] Predicted: 0.03352219987979961 Movie Vector: [-0.4469631710850835, -0.5183119892358283] User Vector: [0.46317964621831487, 0.34168879077651837] Predicted: -0.3841256403027671 Movie Vector: [0.6149415926210056, 0.10432798092780989] User Vector: [-1.6776040200995026, -1.052237436415632] Predicted: -1.1414062951052872 Movie Vector: [-0.8530225335258831, -0.041231834480440745] User Vector: [-0.24300296676229885, -0.05483950210470562] Predicted: 0.20954813963565314 Movie Vector: [-0.13139577736982067, 0.05176010235055672] User Vector: [0.44666658951159616, 0.9579225029773052] Predicted: -0.009107936955995974 Movie Vector: [-0.696376192934809, -0.22399974336148468] User Vector: [1.0995069264915305, 0.09495370153392507] Predicted: -0.7869400523504471 Movie Vector: [-0.4146373659787072, 0.732042109269343] User Vector: [-1.4103966102055532, -0.49095754804456115] Predicted: 0.22540153640868266 Movie Vector: [-1.9739334292433617, -0.736891314972157] User Vector: [0.2925322980360377, 0.23379997812088024] Predicted: -0.749724455544674 Movie Vector: [2.0898890569219057, 0.5492536791293038] User Vector: [0.28608602910935144, -1.1753582057757468] Predicted: -0.04768175724327095 Movie Vector: [0.629213395692219, 1.314180318156908] User Vector: [-0.24651778303281363, -1.841895077706174] Predicted: -2.5756945505921367 Movie Vector: [-1.218765301915692, 0.6299328138600226] User Vector: [-0.1196652489300567, 0.043331803510459344] Predicted: 0.17313997815603027 Movie Vector: [-0.053630898006824704, -2.5334628737954357] User Vector: [-0.0678996750081009, 0.5072483885723718] Predicted: -1.2814534396956088 Movie Vector: [0.22292093429547244, -0.30588374353994247] User Vector: [-0.006068631698141841, 0.18852265146266242] Predicted: -0.05901883941951989 Movie Vector: [-0.9910647210611202, 0.6735367579203189] User Vector: [-0.6828704661530021, -1.148114288983791] Predicted: -0.09652834786533249 Movie Vector: [-1.7568732980682076, -0.9034772937446807] User Vector: [-1.6054446790362062, 0.44976247627416055] Predicted: 2.4142127032323097 Movie Vector: [0.7478064058093701, -0.2744082754594177] User Vector: [-0.9078208988903773, -0.3446991115778377] Predicted: -0.5842859947573767 Movie Vector: [-1.6255923938625578, -0.6853138293308468] User Vector: [0.3695805856436778, -0.49582420931053367] Predicted: -0.2609922013840912 Movie Vector: [0.0003337732079488065, -0.23234945760205716] User Vector: [1.1460629047451556, -0.9483612473447613] Predicted: 0.2207337465235936 Movie Vector: [-0.41962379140554495, -0.5684277132203215] User Vector: [-0.22257981553496928, -0.4404512208994561] Predicted: 0.34376446636610714 Movie Vector: [0.10138518759480555, 0.7681226274471604] User Vector: [-0.14426918148637513, -0.7246721250325072] Predicted: -0.5712638147468317 Movie Vector: [-0.007115727366435778, 0.6209518043968616] User Vector:
avg loss: 14.764505630781889: 17%|███████▍ | 11583/70000 [00:19<01:47, 542.58it/s]
[0.9279059220200858, 0.6600821534696061] Predicted: 0.4032764786843218 Movie Vector: [-0.15354527056949419, 0.00965052302008762] User Vector: [-1.7384724714539426, -0.47400179161852635] Predicted: 0.2623598608054355 Movie Vector: [0.46885662240993636, -0.6264044683729549] User Vector: [-0.08432300066988319, -0.501545473644663] Predicted: 0.2746349284976948 Movie Vector: [1.3613067942689814, 0.24977758478478385] User Vector: [0.5866489053576259, -0.8105972740258509] Predicted: 0.5961401113744902 Movie Vector: [-0.414389129271539, -0.4675054620172321] User Vector: [-0.9755519120610833, 0.7419522959690017] Predicted: 0.057391356476443 Movie Vector: [0.05709965725438085, 0.33012170785963524] User Vector: [-1.3455897555627738, -1.0438461078214116] Predicted: -0.42142897370427784 Movie Vector: [-0.9553589000364829, -0.4419381058141143] User Vector: [-0.03726005554199219, 0.9636211395263672] Predicted: -0.3902641754468252 Movie Vector: [-0.7795505846670537, -0.185174143559113] User Vector: [-1.4612261098133192, 0.46362653737937803] Predicted: 1.053248021245234 Movie Vector: [-0.6626049646756613, -0.609358212946107] User Vector: [0.4364347832190681, 0.7228106247166973] Predicted: -0.7296344446939265 Movie Vector: [1.3731767842555376, -0.4537453747492126] User Vector: [-0.6866339844934065, 1.1132151820534943] Predicted: -1.4479860867445984 Movie Vector: [1.13150745375575, -0.4343512608257536] User Vector: [0.7439348896843919, 1.8331158110974415] Predicted: 0.0455517089970533 Movie Vector: [-0.6338985330295297, -0.27162880179768434] User Vector: [-0.7542168965789772, 0.08491255134911585] Predicted: 0.4550322897469535 Movie Vector: [0.16099244211975594, -0.13294446703554363] User Vector: [-0.03907184749674634, 0.17790483828611986] Predicted: -0.029941736055624647 Movie Vector: [0.13000662725153103, 0.6605151495783761] User Vector: [-0.5808388982838798, -0.30498926878412425] Predicted: -0.2769629386331277 Movie Vector: [-0.6306363554438786, 0.19933891248939387] User Vector: [-0.5410564978494801, 1.764641529859738] Predicted: 0.6929716213888852 Movie Vector: [-0.7360556546886198, -0.624574573039741] User Vector: [-0.3191299477356784, -1.2694676287675979] Predicted: 1.0277746048366245 Movie Vector: [-1.3001685048234437, 0.6043524940834057] User Vector: [-0.24892280583424375, 0.10694208544664725] Predicted: 0.38827230834012705 Movie Vector: [-0.29605045932478613, 0.9370128221266348] User Vector: [-1.2230626807991525, 0.3535945975830098] Predicted: 0.6934109402035812 Movie Vector: [-0.4711013076513754, -1.259229019057226] User Vector: [-0.33535916160770984, -0.6147875512448616] Predicted: 0.9321464646489221 Movie Vector: [0.5849334280673552, 0.21923012781079126] User Vector: [0.6987530026394662, 0.52095515303652] Predicted: 0.5229330539901472 Movie Vector: [0.13412436461230096, -0.06621031625638031] User Vector: [0.26048456087250366, -0.5010918831753647] Predicted: 0.06811477827688486 Movie Vector: [-0.3716977761875523, -2.016171067438669] User Vector: [0.913896839568256, 1.2748434162403897] Predicted: -2.909995834270899 Movie Vector: [-0.3262697562930603, -0.8515348322129633] User Vector: [0.455825788588038, -0.475538409785358] Predicted: 0.25621535103268306 Movie Vector: [0.1337596881991222, -0.4653916789619158] User Vector: [-0.9434021905838885, -0.6350480515232538] Predicted: 0.16935689606103052 Movie Vector: [-0.20082814914869457, 1.1271202363526647] User Vector: [1.4236196151876537, -0.48550969048546877] Predicted: -0.8331306895014039 Movie Vector: [1.065614247374107, 0.8858772154611279] User Vector: [-0.010383320768655668, 0.2376147874467675] Predicted: 0.1994329117095952 Movie Vector: [0.4327854169195873, 0.1781281971634547] User Vector: [-0.10129179334935763, 0.3326307338241978] Predicted: 0.01541330192202691 Movie Vector: [-0.11244794982019046, -0.271622741626046] User Vector: [1.5156069854719412, -1.0625176845226134] Predicted: 0.11817706824671148 Movie Vector: [0.8192172683811115, -0.5972537701717457] User Vector: [-0.005594346363035185, -0.892132826660987] Predicted: 0.5282467090713475 Movie Vector: [-0.10621825107518694, 0.2605563624475188] User Vector: [-0.6658138215538456, 0.17700851048171815] Predicted: 0.11684227328050607 Movie Vector: [0.4370615903700979, -0.5736789688519041] User Vector: [0.36457659703026185, 0.29854178581705426] Predicted: -0.011924716536969138 Movie Vector: [-0.6898605618568172, 0.6503808373822036] User Vector: [0.12384979115464331, -0.1418330493584785] Predicted: -0.17768458392203038 Movie Vector: [-0.9177422172939428, -0.8378344390461661] User Vector: [-0.686849255964458, 0.7184934244910312] Predicted: 0.02837202384871451 Movie Vector: [-0.07789036360443988, -0.07830460740747153] User Vector: [-1.9198823319000506, 0.30750798797679324] Predicted: 0.12546104063625058 Movie Vector: [0.28853197070184433, -1.3041064175936576] User Vector: [-0.9101649911985782, -0.9936428258806312] Predicted: 1.033204287452476 Movie Vector: [0.06691966680910602, -1.404608358592323] User Vector: [0.4155411608947737, -0.580677678816268] Predicted: 0.8434325973458657 Movie Vector: [-0.08207480566645886, 0.1106647801379882] User Vector: [0.3550446631528931, 0.64796099219203] Predicted: 0.042566239007736636 Movie Vector: [-0.1931678298306398, 0.2782485807223837] User Vector: [0.042742052937165625, 0.8327359052330294] Predicted: 0.22345119413928125 Movie Vector: [-0.4563214664782599, 0.24863395611487202] User Vector: [1.2487009017285808, -0.7866715562118476] Predicted: -0.7654022878535061 Movie Vector: [-0.15633816113288845, -1.5978846816381802] User Vector: [0.49248520062632983, 0.37535106664975726] Predicted: -0.6767619502872807 Movie Vector: [-1.3921164189370685, 2.675447893209976] User Vector: [-0.5707970059517926, -0.331526340453123] Predicted: -0.09236556524331108 Movie Vector: [-1.1152659170969912, -1.9076139041714477] User Vector: [-0.7439201436889793, -0.26548293075245133] Predicted: 1.3361077113217767 Movie Vector: [0.11950461304711098, 0.185882230257007] User Vector: [-0.6152908958549256, 0.4778737739725909] Predicted: 0.015298142466804929 Movie Vector: [0.2047464724945941, -0.7685459174993466] User Vector: [0.39734658765510705, 0.5318041282605551] Predicted: -0.3273605795038014 Movie Vector: [0.1215725434076122, 0.09649276200062254] User Vector: [-0.5739493277249363, 1.5319675999189035] Predicted: 0.07804730545303001 Movie Vector: [-0.4459455726280907, -0.07007364248807177] User Vector: [0.5252359652825973, -0.1631056797829509] Predicted: -0.2227972442099314 Movie Vector: [0.17477718813478002, -1.1037335052843216] User Vector: [0.9170115965345527, 0.30321665156619315] Predicted: -0.17439766936443465 Movie Vector: [-0.2904612695512087, 0.8786519210968353] User Vector: [-0.8913998676552721, -0.38154591891215683] Predicted: -0.07632891740189418 Movie Vector: [1.0357851935077338, 1.4697371261683836] User Vector: [-1.1942046865640543, -1.0105888955102875] Predicted: -2.722239551385562 Movie Vector: [-0.7003849446385667, 0.5308405369015343] User Vector: [-0.6240878699872223, 1.7236439614671824] Predicted: 1.3520818342029284 Movie Vector: [0.5357607031223033, -1.4974413821494446] User Vector: [-0.1862694384841379, -1.0843096059356683] Predicted: 1.5238942296577684 Movie Vector: [0.07188396867130771, 0.29057928785662324] User Vector: [0.3358662058301213, -0.41172291997774507] Predicted: -0.09549475706373922 Movie Vector: [0.3798659638610821, -0.8606033490007328] User Vector: [0.39279382527215084, 0.9292122717422903] Predicted: -0.6504741879583069 Movie Vector: [0.09642102823615845, -0.2711033388311379] User Vector: [-1.4007074744556918, -0.637188301266736] Predicted: 0.03768622099246266 Movie Vector: [0.10879613520658876, 1.0215263060215605] User Vector: [1.0691886552837715, 0.20375184039127825] Predicted: 0.32446145836160106 Movie Vector: [-0.9344070127746414, -0.9631656582214152] User Vector: [-1.1386218004969644, -0.5237033915101812] Predicted: 1.5683493170791434 Movie Vector: [-0.5416243590726884, -0.29624829541187003] User Vector: [1.0686958158986224, -1.4088807208714378] Predicted: -0.16145317433294504 Movie Vector: [-1.2567364562513998, 0.0007394502917137946] User Vector: [0.5922590152202277, 1.3718058606300187] Predicted: -0.7432991137269953 Movie Vector: [-0.2401661801373375, 0.09281038281891929] User Vector: [0.23823682821982067, -0.2548176054658587] Predicted: -0.08086614851387607 Movie Vector: [0.7575128447668765, -1.2298089717283642] User Vector: [-0.7081695345474655, 0.9724064152754515] Predicted: -1.732321652364253 Movie Vector: [-0.9264081543036358, 0.07749136972456085] User Vector: [0.35827527000874493, 0.05400065742131256] Predicted: -0.3277245467118339 Movie Vector: [1.6515264120052615, 0.6348797060004553] User Vector: [0.4005965977167476, 0.2573352782289917] Predicted: 0.824972807474223 Movie Vector: [1.1215322689443634, -0.29111941150375137] User Vector: [-0.8023183466476821, -0.6043114264357021] Predicted: -0.7238991289025111 Movie Vector: [-1.0099111014114128, 0.0900734089951444] User Vector: [-0.36951296530938643, 0.3473659187950468] Predicted: 0.40446367825600005 Movie Vector: [0.12606223438596245, -1.4814774321614679] User Vector: [-0.4117797790979871, 1.0223937919320798] Predicted: -1.566563208557414 Movie Vector: [2.1162506483483283, 0.4409494991006107] User Vector: [-0.5348892203687204, -0.30233331117777607] Predicted: -1.2652733815251058 Movie Vector: [-0.6400358686436886, 0.1275911397917329] User Vector: [-0.781334695924977, 0.4330522794443618] Predicted: 0.5553358647315091 Movie Vector: [-0.8002637934197715, 0.19446216657439835] User Vector: [-0.8271642242568478, 0.16117464688676414] Predicted: 0.6932919509153713 Movie Vector: [-0.5237068172623897, -0.30219040252352386] User Vector: [0.7359225858054532, -1.0890906814807997] Predicted: -0.05629492374237999 Movie Vector: [0.1899437963176766, -1.9573243400471392] User Vector: [0.8150438856688274, 0.7386430988020876] Predicted: -1.2909515860837224 Movie Vector: [-0.766678762216441, 0.1769558151664222] User Vector: [-0.2717924328786472, 0.1063536411730237] Predicted: 0.22719738128888595 Movie Vector: [-0.5425672617542924, -0.8864316121775045] User Vector: [0.15219876487679573, 1.0120453759001933] Predicted: -0.9796870812575854 Movie Vector: [-0.7805153350263536, -0.41708961548975804] User Vector: [-0.09038764206776342, -1.5933552042849601] Predicted: 0.7351208502245813 Movie Vector: [-0.7981167221372218, -0.4048725744935996] User Vector: [-1.7260344698405365, -0.7709809586815942] Predicted: 1.6897260189919472 Movie Vector: [0.35048484802246094, 0.8643054962158203] User Vector: [0.23945901600577274, -0.15354053679860796] Predicted: -0.04877917301457298 Movie Vector: [-0.06797178672197875, 0.9030561178734409] User Vector: [0.814180476386129, -0.8700737300886318] Predicted: -0.8410667066516208 Movie Vector: [-0.06509900146532707, 0.09669986636130035] User Vector: [0.6927241675286037, 0.7440458361508517] Predicted: 0.02685348132545729 Movie Vector: [1.3709545135498047, 0.22370338439941406] User Vector: [0.7631839643174549, -0.9511940955469318] Predicted: 0.8335051621552597 Movie Vector: [-0.3806504455370633, 0.6120557209173735] User Vector: [0.17195569955086248, -0.4390140975006083] Predicted: -0.3341561035852981
avg loss: 14.75952382938812: 17%|███████▋ | 11726/70000 [00:19<01:37, 597.07it/s]
Movie Vector: [0.48823616795111896, -0.26649334178197887] User Vector: [0.8165983778782127, 0.5651230111821244] Predicted: 0.24809134300253938 Movie Vector: [1.690735294202287, 0.6600667112489462] User Vector: [0.2011331526321351, -0.5106675696112567] Predicted: 0.002988256774531961 Movie Vector: [-1.474002799654051, -0.10388764601604866] User Vector: [0.12372760943437652, 0.6289479372073966] Predicted: -0.2477147633639 Movie Vector: [-0.048993354196477434, -1.0023219601092077] User Vector: [-0.5036612060341159, 0.6243527835951703] Predicted: -0.6011264539904967 Movie Vector: [0.23166649402874193, 0.22525245374667907] User Vector: [-0.8761076693431686, -0.3795342488208773] Predicted: -0.28845581297622946 Movie Vector: [0.43653538949931103, 0.8972914787187349] User Vector: [0.10815327823397572, -0.4203271299484808] Predicted: -0.32994321853757824 Movie Vector: [-0.2667662765150579, -0.1227858728818349] User Vector: [-1.494437957449103, 0.4557374079720816] Predicted: 0.3427075339487088 Movie Vector: [-0.35635732690488076, 0.15707960732759152] User Vector: [0.0845738149484766, -0.8082131900278022] Predicted: -0.15709230914773445 Movie Vector: [-0.22233305299360523, -0.17879580738004172] User Vector: [0.2978197717976028, 0.5219321462144269] Predicted: -0.15953445858562626 Movie Vector: [-0.11147422612454458, -1.0159552036627288] User Vector: [-0.11982882381267664, -0.484165543160211] Predicted: 0.5052483284097404 Movie Vector: [-0.3535190151123097, -0.11276690615434837] User Vector: [0.47751128061971104, 0.46671005819885825] Predicted: -0.2214387669638991 Movie Vector: [0.5825257202599939, -0.7696280541038183] User Vector: [-0.896324409567579, 0.411812774166781] Predicted: -0.8390746863070426 Movie Vector: [-0.18854617045086464, 0.07993766659561724] User Vector: [-0.3586967856958332, -0.12849963414207463] Predicted: 0.05735894438427587 Movie Vector: [0.033203019154713076, -1.038368834471162] User Vector: [0.9494989274656973, 0.046701401089326015] Predicted: -0.016967048341270635 Movie Vector: [1.3181422617789718, 0.3790131224017705] User Vector: [-0.594216816207653, -0.08980768367371378] Predicted: -0.8173005887079 Movie Vector: [0.8752357946924126, -0.17746724805929687] User Vector: [-0.11432932666260588, -0.7290670279322093] Predicted: 0.029320400019705414 Movie Vector: [-0.36627007909307285, 0.9671182245885414] User Vector: [0.28421583319164856, -0.5128067945559981] Predicted: -0.6000445524105464 Movie Vector: [0.8840484168994074, -0.2747072884937342] User Vector: [0.01210791534896416, 0.738420471262762] Predicted: -0.19214550203265493 Movie Vector: [-0.1836521064804249, -0.3072847429592156] User Vector: [0.2207581360037258, -0.6221853625455102] Predicted: 0.15064537250300708 Movie Vector: [-0.9215576663631632, -0.33577870263641035] User Vector: [0.008411764949462552, -0.5553842886371783] Predicted: 0.17873428942641523 Movie Vector: [0.38734358601240293, -0.6799523794102426] User Vector: [-0.2464123980974108, -0.45122856957650165] Predicted: 0.21136767762445557 Movie Vector: [-0.21706238629117366, -0.7028209754766618] User Vector: [0.055032608372537026, 0.8532979563071416] Predicted: -0.6116612113211977 Movie Vector: [-0.07282378712784793, -2.3900813027124266] User Vector: [1.638587041131257, 0.6451736510273067] Predicted: -1.6613455941968707 Movie Vector: [-0.5797419816793722, -0.012733559288516466] User Vector: [0.06176077813922087, -0.17801319900874124] Predicted: -0.03353857428477567 Movie Vector: [-1.2845899715473958, 0.18611935214051217] User Vector: [-0.3465521355968696, 1.1308988218899323] Predicted: 0.6556595540726946 Movie Vector: [-0.8250532858089493, 0.19979803733592533] User Vector: [0.7488421846453188, -1.4206406724847147] Predicted: -0.9016759231160073 Movie Vector: [-0.32974817268695855, 0.06905945821961476] User Vector: [0.6783751088705819, 0.7342563629946968] Predicted: -0.1729856059236724 Movie Vector: [0.1321456759645006, -0.22896994651967353] User Vector: [-1.6469404189512062, 0.919438937711737] Predicted: -0.42815993933152685 Movie Vector: [-0.5916500091552734, -1.8598079681396484] User Vector: [-0.8095727361157187, 0.6064554728606639] Predicted: -0.6489070040134363 Movie Vector: [-1.3815936302936578, -1.5657191828279238] User Vector: [-0.9346957402334715, 0.53444884500494] Predicted: 0.4545728721047171 Movie Vector: [-0.4039225608426214, 1.0207098145318494] User Vector: [-0.6626535098509572, 0.6972020680126009] Predicted: 0.9793016961827135 Movie Vector: [-0.2568200103481937, 1.0946093822961405] User Vector: [0.8770595380541905, 0.5321215711394339] Predicted: 0.3572188246523284 Movie Vector: [-1.5380961678141118, -0.8026975577606537] User Vector: [0.9148265726712582, 1.8320457699137533] Predicted: -2.8776699108556865 Movie Vector: [0.12168092957281153, 1.3173032994428164] User Vector: [0.16330128385968168, -0.6093970067393528] Predicted: -0.7828900356278461 Movie Vector: [-0.0453177763283482, -1.0680996866387298] User Vector: [-0.22437184956131784, 0.31940508350163377] Predicted: -0.33098843630611474 Movie Vector: [-0.6970676633053392, -0.951964104767284] User Vector: [-0.6570736697668274, -0.27218235863973317] Predicted: 0.7171326429797479 Movie Vector: [-0.7111543691207864, 0.46194629526887876] User Vector: [-1.394091447346302, -0.7927092909088999] Predicted: 0.6252251035736573 Movie Vector: [1.505712325515796, 0.3185615048233236] User Vector: [0.823403378126817, 0.7608130036911899] Predicted: 1.4821743506619103 Movie Vector: [1.0379396609003173, -0.6732002403681805] User Vector: [1.417686547827303, 0.5648876074006086] Predicted: 1.0911906216317164 Movie Vector: [-0.2806421603704443, 0.26692152341842657] User Vector: [-0.07974849514964283, -0.07356099311943243] Predicted: 0.0027457776174763665 Movie Vector: [0.06521591242688721, 0.5864423459984419] User Vector: [-0.7533296316060042, 0.8452546994414697] Predicted: 0.446564069623267 Movie Vector: [0.37765254743895565, -0.2925561157794071] User Vector: [-0.641216152734987, -0.800820965874191] Predicted: -0.007871842328507878 Movie Vector: [0.21774378622366033, -0.04520478655663984] User Vector: [1.087183452749762, 0.3727115092998669] Predicted: 0.2198790970963415 Movie Vector: [-0.8301073210712963, -0.3535297469633564] User Vector: [0.8259731390298722, 0.9654256725455715] Predicted: -1.0269530434439007 Movie Vector: [-0.778065443677544, -0.3615662047609637] User Vector: [0.46310272815928694, 0.5455777592190265] Predicted: -0.5575867094563509 Movie Vector: [-1.3875795641895547, 0.662384633279015] User Vector: [0.22384146931854784, -0.8813453517475974] Predicted: -0.8943874660540769 Movie Vector: [0.055041927355243186, -0.9589391772005507] User Vector: [1.0534546414107322, 0.5179745944114567] Predicted: -0.4387219575311379 Movie Vector: [-0.7937950477856518, -0.6511846637992834] User Vector: [0.7171203180346891, 0.5615336291687334] Predicted: -0.9349086446446411 Movie Vector: [0.11472562305860745, -1.0925363937911499] User Vector: [0.6381921654478735, 0.8854526878605287] Predicted: -0.8941722926556934 Movie Vector: [0.5684551469980731, 0.07001631244059271] User Vector: [1.2686884571884705, 0.760238457800231] Predicted: 0.7744215768165259 Movie Vector: [-1.1249479928169852, -0.25959365027900305] User Vector: [0.6167618603310637, -1.157849052403551] Predicted: -0.3932547548399774 Movie Vector: [0.4897783081146755, 1.0769810519668694] User Vector: [0.4758907144638866, 0.9354885189574524] Predicted: 1.2405843582273324 Movie Vector: [0.8176064248046033, 0.13054944535411644] User Vector: [-0.4648864859836579, 0.027536514860563535] Predicted: -0.3764993010030419 Movie Vector: [-0.5874690023029472, -0.335870222934603] User Vector: [0.2054744317201143, -0.6477578933062984] Predicted: 0.09685272863105464 Movie Vector: [-1.0863260628159706, 0.16190838034928207] User Vector: [-0.9203448373605638, -0.7152717756773257] Predicted: 0.8839860888934352 Movie Vector: [-0.2328868221731118, 0.17389977740741658] User Vector: [-0.7189700884051948, -0.2763553760987313] Predicted: 0.1193805207372948 Movie Vector: [-0.348132673159838, 0.20766353297085224] User Vector: [-0.5875365728984173, -3.5027230604238953] Predicted: -0.522847168043806 Movie Vector: [1.5526737854672539, 1.2126528849534828] User Vector: [-0.7413114548138828, 0.008506463297133032] Predicted: -1.1406994754980893 Movie Vector: [0.023169942675849764, 0.13493069904866398] User Vector: [0.028106353033993288, -0.17136208439741468] Predicted: -0.0224707832495545 Movie Vector: [-0.5995951269783159, 1.8136184289738488] User Vector: [-1.3724806339321727, -0.21604355716162987] Predicted: 0.4311121232484434 Movie Vector: [0.36751023291820345, -0.7162710696048141] User Vector: [-0.1410753108659353, 0.09122619075434404] Predicted: -0.11718930158293465 Movie Vector: [1.1597138629138863, -0.6246784160453168] User Vector: [0.4056673960789084, -0.6817550409405149] Predicted: 0.8963357620705193 Movie Vector: [0.6708953682933118, 1.2065063928621949] User Vector: [-0.26437163021759763, -0.38052414297750403] Predicted: -0.6364705133619049 Movie Vector: [-0.24371744274476959, -0.0910055806269576] User Vector: [0.6803417205810547, 0.05610466003417969] Predicted: -0.1709169814948798 Movie Vector: [0.9661095092067291, -1.4441975963939884] User Vector: [-0.04283853165967455, -0.07362578216983737] Predicted: 0.06494346484544139 Movie Vector: [-0.2647845776209105, -0.8971818608505313] User Vector: [-0.07518986300237546, 0.6971350866712386] Predicted: -0.6055478382074402 Movie Vector: [1.2679379838644533, 0.8811268445256674] User Vector: [0.22407743091271096, 0.7397513663347564] Predicted: 0.9359310731330839 Movie Vector: [0.09728245560485, -0.653557722666793] User Vector: [1.6167573425221002, -0.07127843897450159] Predicted: 0.2038666986491407 Movie Vector: [0.24450729830214718, -0.13123525901325456] User Vector: [0.7690792993405517, 1.217448710538019] Predicted: 0.02827330479905693 Movie Vector: [0.35021883158867956, 0.620734219939028] User Vector: [-1.3367984465854312, -0.9930191488960254] Predicted: -1.0845729568072033 Movie Vector: [1.085525630562038, 0.4277302308749691] User Vector: [-0.4215958620004272, -0.8452937160093489] Predicted: -0.819210790246199 Movie Vector: [1.4639433111567475, 1.893147173521204] User Vector: [-0.6736411776849861, 1.04784791229548] Predicted: 0.9975578172505929 Movie Vector: [0.024463149291892767, 0.12704612643927443] User Vector: [0.3443029972006453, -1.4977192036896254] Predicted: -0.18185668770031604 Movie Vector: [0.012675212692884649, 0.43365536614110356] User Vector: [0.2248793460588987, -0.3561317032374859] Predicted: -0.15158803062037343 Movie Vector: [-1.5630802872749008, -0.04840765590216145] User Vector: [-1.1988203002053828, -0.5857546462663185] Predicted: 1.9022073885955646 Movie Vector: [-1.175088666694601, 0.3966639588198567] User Vector: [1.1296580978545194, -2.065731349731139] Predicted: -2.146849603071266 Movie Vector: [0.03686391845694527, 0.2500662135949146] User Vector: [0.008709032409742315, -0.17917843728879257] Predicted: -0.04448542431007058 Movie Vector: [1.2204847657304598, 1.242131929928931] User Vector: [-0.04163323940901545, 0.5192178201736971] Predicted: 0.5941242985791346 Movie Vector: [0.31206992788007515, -0.15450185287013324] User Vector: [0.19740037386105586, 0.11664665571258465] Predicted: 0.04358059599562074 Movie Vector: [-1.986785474647614, -0.019746349316025737] User Vector: [-0.7103231363046896, -0.9004765221313121] Predicted: 1.4290408134731791 Movie Vector: [-0.30489973826287275, 1.5916825839171724] User Vector: [-0.13736918205372825, 1.257284298208948] Predicted: 2.043081348145274 Movie Vector: [-0.08694334373698728, 0.8823651023466501] User Vector: [-0.5576146971779865, -0.3693273989182543] Predicted: -0.27740072185638576 Movie Vector: [0.8188467609859439, -0.6563387442330162] User Vector: [-0.380554631659619, 0.7505178437744185] Predicted: -0.8042098666200509 Movie Vector: [0.2359294891357422, 0.44356346130371094] User Vector: [0.07444915686817215, -0.7475740233668082] Predicted: -0.3140317698388282 Movie Vector: [0.10389045235410604, -0.7404913491829362] User Vector: [-0.6853936751452239, -0.813759163844247] Predicted: 0.531375762193524 Movie Vector: [-1.871438518063758, -0.8713820507799552] User Vector: [-0.21507901107274577, 0.8101635457331647] Predicted: -0.3034548261995272 Movie Vector: [1.0032007557535807, -1.3299633902313974] User Vector: [0.6540976948700854, 0.23908058029771512] Predicted: 0.33822288271910567 Movie Vector: [-0.5153106061279329, -0.7051885363122632] User Vector: [0.6044725282795775, 0.49374519204852574] Predicted: -0.6596745542273503 Movie Vector: [0.006011852665164352, 0.20442546920156807] User Vector: [0.048060159568172924, 0.4966584063423057] Predicted: 0.10181855834781704 Movie Vector: [-1.4019401267520253, -0.8374009057687233] User Vector: [-0.7472274262848901, -0.0057223891933796955] Predicted: 1.0523600466121257 Movie Vector: [0.3473545051081012, 0.031571358478216294] User Vector: [-0.01726132824624213, 0.4064821431979866] Predicted: 0.006837393327415361 Movie Vector: [0.519833826499821, 1.4527928332480418] User Vector: [-1.4167147356282277, -0.5925027058118291] Predicted: -1.597239926763802 Movie Vector: [-0.5498233624650267, -0.6598700698940946] User Vector: [1.426964829154217, 0.059379466834485264] Predicted: -0.8237613334152498 Movie Vector: [-0.4412737429979189, -0.3476165776526702] User Vector: [-1.3066456107512703, -0.7192298631703549] Predicted: 0.8266046230088917 Movie Vector: [0.05419310656019123, -0.5411377798479886] User Vector: [-0.2152357114961122, -0.505956885733521] Predicted: 0.26212809399597264 Movie Vector: [-0.4894465644513628, 0.438581949908288] User Vector: [-0.12231066649982233, -0.5067845922474941] Predicted: -0.16240203913728818 Movie Vector: [1.2784868729866612, 1.4605669864669495] User Vector: [-0.44384945704062984, -0.5539176856345329] Predicted: -1.376489589266679 Movie Vector: [0.07275768172538451, 0.7526656122095374] User Vector: [0.25600017041361384, -0.11274958463871494] Predicted: -0.06623675622787153 Movie Vector: [0.16619179185716348, -1.0270694257203545] User Vector: [-0.7694745635510978, 0.244219830614932] Predicted: -0.37871107768426626 Movie Vector: [-0.012989983223108487, 0.6833782301303051] User Vector: [-0.5289850522046337, -0.4234367406790844] Predicted: -0.28249594346400425 Movie Vector: [0.6871123827230634, -0.25453321455843125] User Vector: [0.3056625067667915, 0.22841215739380763] Predicted: 0.15188601266796242 Movie Vector: [0.02027744834942158, 0.36686646254134947] User Vector: [-0.4863014687131219, -0.039619191724709214] Predicted: -0.02439590563086976 Movie Vector: [-0.4375728182818606, -0.5096028189302625] User Vector: [0.10278414426968041, 0.2667944478370795] Predicted: -0.180934750375492 Movie Vector: [0.1257257017516071, 0.11433894991967666] User Vector: [0.6737603564190355, -0.5666503930894313] Predicted: 0.01991878270577857 Movie Vector: [0.08810559842137472, -0.5758889285767566] User Vector: [-0.48832572881239156, -0.718041672416408] Predicted: 0.3704880188397779 Movie Vector: [-0.8396085702134226, -0.9274934341914088] User Vector: [0.32987128230900103, 0.7821497920959026] Predicted: -1.0024015524170538 Movie Vector: [0.3606367456763481, 0.9317305998343447] User Vector: [-0.5159167061803301, 0.6659820268624856] Predicted: 0.43445731141054145 Movie Vector: [-1.9114082777925314, -0.686919468651762] User Vector: [0.23618678670970183, -0.7912371998406492] Predicted: 0.09206685766990363 Movie Vector: [0.48923776949472386, 0.35918485595597416] User Vector: [-0.9522007267040647, -0.6148282405447447] Predicted: -0.686689552661681 Movie Vector: [0.027454916157601414, 0.5474899733776948] User Vector: [1.1710793604058125, 0.4595098542610661] Predicted: 0.28372892353001855 Movie Vector: [-0.7816600799560547, -0.05408287048339844] User Vector: [-0.25958552531275464, 0.44224601188767865] Predicted: 0.17898970868868144 Movie Vector: [0.9852994420784533, -1.148500356395679] User Vector: [-0.9067221499206268, 0.30107348841274967] Predicted: -1.2391758371803028 Movie Vector: [-0.9211012506197299, -0.7951693541971392] User Vector: [-0.5756477837108172, -0.15940451709824674] Predicted: 0.6569834804096292 Movie Vector: [-0.22163263163083502, -0.7554505355832998] User Vector: [0.8642906432418671, 1.5531237211185018] Predicted: -1.364863156701702 Movie Vector: [-1.3294238411521773, 0.6169211563518247] User Vector: [0.046452823576364856, -0.29489442015428885] Predicted: -0.2436820978345401 Movie Vector: [0.7462965094914126, 0.028856550047583668] User Vector: [-0.13711430232228963, 0.3401231245990345] Predicted: -0.09251314525714247 Movie Vector: [-0.24689674377441406, -2.052621841430664] User Vector: [-0.09432045678092199, 0.6323140087987011] Predicted: -1.27461413145227 Movie Vector: [0.27237892150878906, 0.09778022766113281] User Vector: [-0.3957573138619225, 0.5962175307140613] Predicted: -0.04949766444014642 Movie Vector: [-0.6721505611134839, 0.6300993061325346] User Vector: [0.7707105900864776, -0.652168288784203] Predicted: -0.928964341827299 Movie Vector: [0.254931192996955, -0.8884940323447788] User Vector: [0.029522404710430588, 0.770699093700152] Predicted: -0.6772353636331456 Movie Vector: [0.4811716868645762, 0.31095550897407553] User Vector: [-0.08591755434873877, -0.8498786780096117] Predicted: -0.3056155514439548 Movie Vector: [-0.9510175386251332, 0.6467778376689328] User Vector: [1.1546772008502593, 0.551713491185051] Predicted: -0.7412822106177269 Movie Vector: [0.24511639372848582, -0.8902534419328556] User Vector: [-0.2311647340622154, 0.15930283677592302] Predicted: -0.19848216471996805 Movie Vector: [0.8740177331394591, 0.4843745900006088] User Vector: [0.5109230385178595, -0.7681289075679686] Predicted: 0.07449367126325374 Movie Vector: [0.6228789059948504, 0.142803767151285] User Vector: [-0.015269715159631825, -0.6580685913329951] Predicted: -0.10348585735977563 Movie Vector: [0.20107233992221915, -0.23859662597282372] User Vector: [1.764701727740273, 0.97812895617603] Predicted: 0.12145443695159888 Movie Vector: [-0.3260853880481373, 0.13807641682591265] User Vector: [1.19576282146766, 0.9616596587551042] Predicted: -0.2571382637648828 Movie Vector: [0.2611449385868552, -0.7262806848349322] User Vector: [0.38056369439088555, 1.3719304198929916] Predicted: -0.8970242823056636
avg loss: 14.771732989705496: 17%|███████▌ | 11853/70000 [00:19<01:35, 606.78it/s]
Movie Vector: [0.11029953192242592, 1.3302520782290896] User Vector: [-0.40906384495938025, 0.7198400321681919] Predicted: 0.9124491481588246 Movie Vector: [1.6449195230851716, -0.1737755897136542] User Vector: [-1.3895180517069488, -0.7845132269867054] Predicted: -2.1493161222742545 Movie Vector: [-0.6830564602009553, 1.0556513091056703] User Vector: [-1.3325662208096873, -0.35733070848340176] Predicted: 0.5330013355754699 Movie Vector: [2.558957848273637, 0.27778222449723716] User Vector: [0.663839473728347, -1.3074488489524811] Predicted: 1.335551181612622 Movie Vector: [0.5192869609678088, -0.5063468658654029] User Vector: [0.26215444114051983, -0.9448119200314969] Predicted: 0.6145359375842969 Movie Vector: [-0.22635981218175183, 0.3594515517145664] User Vector: [-0.11760051065634188, -0.037559568279452955] Predicted: 0.013119184404869078 Movie Vector: [0.8233249235450866, -0.4063446147108998] User Vector: [-0.5743498156347404, -0.19948708826092426] Predicted: -0.3918160140264227 Movie Vector: [0.1802131574044744, -0.15487092591459833] User Vector: [0.9940038282436848, 0.7969067084393056] Predicted: 0.055714888556379225 Movie Vector: [-0.24745847707455004, 0.352713003214874] User Vector: [2.014654452105173, 0.18955863965282177] Predicted: -0.4316835254721353 Movie Vector: [-0.6345435012332652, -0.5264843915613276] User Vector: [-0.5552540259140385, -1.2282289572249918] Predicted: 0.9989762089199639 Movie Vector: [0.5673605420156139, 0.8520373225181123] User Vector: [0.3321630599451031, -0.13758149457073832] Predicted: 0.07123164546592647 Movie Vector: [0.37883069780742945, 0.26096748759383664] User Vector: [-0.5773021329565852, 0.770053987806013] Predicted: -0.01774071536431046 Movie Vector: [0.526797016514233, -0.025107404835466918] User Vector: [0.42042721643206477, -0.1795747989924813] Predicted: 0.22598846045434728 Movie Vector: [-0.41823479725644847, -0.45940756091264456] User Vector: [-0.9518903493817571, 0.838204600705816] Predicted: 0.013036136128032949 Movie Vector: [0.9548641131015227, 0.3265073730651637] User Vector: [0.8555059202371442, -1.2866429056624762] Predicted: 0.3967935065795584 Movie Vector: [-1.0061464657604684, 1.690510264990081] User Vector: [-0.5281230657774336, 0.18798102676215428] Predicted: 0.8491530114833451 Movie Vector: [1.3880155427154213, 0.636304910678327] User Vector: [0.5408415460819808, 0.416924471969794] Predicted: 1.0159875610043765 Movie Vector: [0.22050367235391738, -0.5050387855223615] User Vector: [1.024385793023401, -0.3962415462945003] Predicted: 0.4259981785829169 Movie Vector: [0.08992684373126975, 0.26321106955175577] User Vector: [0.21981655004543135, 0.42898687266317426] Predicted: 0.13268150212281932 Movie Vector: [-2.1788867093087507, 0.9452939763514125] User Vector: [1.0804843591529725, 0.3473511588600373] Predicted: -2.025904051625319 Movie Vector: [0.6157365612300129, 1.127113389278007] User Vector: [0.27070899469285825, 0.4312708370357443] Predicted: 0.6527765603143352 Movie Vector: [-0.461281824810475, 1.629601135344383] User Vector: [0.4631499874643801, 0.16915617466647076] Predicted: 0.062014422908475614 Movie Vector: [-1.024117674311894, -0.279294474830599] User Vector: [-0.17015061873666237, -0.8786794489001543] Predicted: 0.41966457116832917 Movie Vector: [-1.351158587875113, 0.7221163231707459] User Vector: [1.4304946070334474, 0.3599016230454834] Predicted: -1.672934236465489 Movie Vector: [0.021577887025623382, 0.08057353972039102] User Vector: [0.2982217647565343, 0.33087353052870994] Predicted: 0.03309464710297955 Movie Vector: [-0.7448659515166083, 0.5471185888186672] User Vector: [-0.3937388513408656, 0.9046649743466794] Predicted: 0.7882416882713013 Movie Vector: [-0.21059469250217633, -0.6025373426382462] User Vector: [0.7667082296609171, -0.0899388832684627] Predicted: -0.10727314813989788 Movie Vector: [-1.9084601131463113, 0.22434347218010356] User Vector: [0.8813391414297097, -0.39170511005092407] Predicted: -1.7698770820327305 Movie Vector: [0.6036500900250639, -0.19481063379347668] User Vector: [0.019534512320224795, -0.6318889095826019] Predicted: 0.13489068908355498 Movie Vector: [0.5893603544929101, -0.19651083097865363] User Vector: [0.7018587052559709, 0.2997180901085368] Predicted: 0.3547498443870304 Movie Vector: [-1.910489312466848, -0.2401436890076577] User Vector: [-0.5129578053381287, 0.4019586124700011] Predicted: 0.8834725808179993 Movie Vector: [0.04435161622922218, 0.39352569598594833] User Vector: [1.118137111589527, -0.1272793372264429] Predicted: -0.0004965017017964923 Movie Vector: [0.4183599683938024, -2.196683693113107] User Vector: [-0.17588373510272765, 0.9310689084883854] Predicted: -2.1188466022996173 Movie Vector: [1.0706218370899876, -0.06331303725689791] User Vector: [-0.9477620685528829, -0.3189734208426299] Predicted: -0.9944995908805245 Movie Vector: [-0.06017457660515682, -0.1229899062071209] User Vector: [-0.07186139015151505, 1.4852349007719101] Predicted: -0.17834467241485433 Movie Vector: [-0.41506383595733765, -0.7121931546313363] User Vector: [0.1336945977574115, 0.5358690257248314] Predicted: -0.4371340444921528 Movie Vector: [-0.06779068543218993, 0.35969151345808986] User Vector: [1.0563521129493938, 0.07741048599553857] Predicted: -0.04376693892931997 Movie Vector: [0.28607452384957816, -0.3108836344488192] User Vector: [-0.735735793837363, 0.8818805479116048] Predicted: -0.48463749678559076 Movie Vector: [0.3832902079328117, 0.4338196055788233] User Vector: [0.04468062258543898, 0.11888642850682922] Predicted: 0.06870090864484801 Movie Vector: [0.28885596823928394, 0.5892991813996864] User Vector: [-1.2566663525827124, -0.8509915696330195] Predicted: -0.8644842113917813 Movie Vector: [0.6197868924918081, -0.727329660193502] User Vector: [0.10308623197177405, 0.5316263307797815] Predicted: -0.32277610314350125 Movie Vector: [-0.20256599383023943, 0.027091511887614717] User Vector: [0.20020228261365283, 0.05104103377783756] Predicted: -0.039171395571368624 Movie Vector: [-0.04498186814459865, -0.24502535611319226] User Vector: [-0.10033233647732957, -0.950657451280843] Predicted: 0.23744831647181103 Movie Vector: [-0.8486477075336418, 0.49730898961237185] User Vector: [-1.2732994324141007, 1.0139793880917742] Predicted: 1.584843709301805 Movie Vector: [-1.2550406705652584, -0.9233909490078831] User Vector: [0.7277845830064436, -0.2013042284360964] Predicted: -0.7275167485485571 Movie Vector: [1.2894137761869064, 0.07765149230091245] User Vector: [0.6077274563394712, 0.4250783297594329] Predicted: 0.8166201210217403 Movie Vector: [0.6955156015207997, 0.14615497630754407] User Vector: [0.5999745974884327, 1.2741084349464535] Predicted: 0.603508981192208 Movie Vector: [1.484977917835652, 0.7110513633885474] User Vector: [0.33111813567914544, -0.18218155577740397] Predicted: 0.3621626760586705 Movie Vector: [0.5265028967951275, -1.775299584923873] User Vector: [-0.31800137478101864, -0.3890880236813596] Predicted: 0.5233191619333284 Movie Vector: [-0.1495830523610104, 0.15797470885994008] User Vector: [-0.4129526929642824, 0.11729168214622772] Predicted: 0.08029984363303946 Movie Vector: [0.3699307166218133, -1.9403156408886133] User Vector: [0.4498627063730414, 1.1792001523521383] Predicted: -2.121602465997082 Movie Vector: [0.10131245363105931, 0.698084092823047] User Vector: [-0.8575617033340539, 0.3448554308987108] Predicted: 0.15385641032922392 Movie Vector: [0.8868773895192226, -0.10217789471232397] User Vector: [-0.02315695354711328, 0.30006207468856977] Predicted: -0.051197089585771904 Movie Vector: [0.6765967872231525, -1.1773057170020254] User Vector: [-0.5012861476687485, -1.0513737986392337] Predicted: 0.8986197868519601 Movie Vector: [-0.7132088586619181, -0.9400516850058068] User Vector: [-0.10592424957802925, -0.9811177357325347] Predicted: 0.9978474938106175 Movie Vector: [-1.1408317722246037, 2.005674968131295] User Vector: [-0.25052043814744884, 0.34371037067500776] Predicted: 0.9751729621802301 Movie Vector: [-0.684682154475125, 0.13497952958468795] User Vector: [1.0769389433288983, 0.7057305910771382] Predicted: -0.6421016927594787 Movie Vector: [0.8855290206732571, 1.1846259861062194] User Vector: [0.22772265146957113, -0.508738318637704] Predicted: -0.40100961584524336 Movie Vector: [-0.4609326991151099, 0.07946872247975015] User Vector: [0.7015301227131991, 0.19718810587296629] Predicted: -0.3076878861108228 Movie Vector: [-0.7117489824380379, -0.36645859680386245] User Vector: [1.263694468451076, -0.6944514159634353] Predicted: -0.6449455605902146 Movie Vector: [0.7931506681365722, -1.1044572256189509] User Vector: [-0.37732922298966526, 0.1404060537313679] Predicted: -0.45435140588595857 Movie Vector: [0.3391583627223382, -0.5509354763071039] User Vector: [0.32159591178118174, 0.9519139453645612] Predicted: -0.4153712199948959 Movie Vector: [-0.3675050909638032, -1.1796068979534333] User Vector: [0.40309762954875733, -0.27412855261619085] Predicted: 0.1752235005774399 Movie Vector: [1.263437271118164, 2.7731990814208984] User Vector: [-1.38137992720708, 0.5362609120077066] Predicted: -0.2581286170262158 Movie Vector: [0.3475475311279297, 1.0688304901123047] User Vector: [-0.43645672105940436, 0.1443595241840344] Predicted: 0.0026064051376130937 Movie Vector: [0.11495171075215059, 0.6786103897464155] User Vector: [-0.5009989195451353, -1.3390805838203765] Predicted: -0.9663046797748956 Movie Vector: [-0.9047085170826855, 0.08709914762855073] User Vector: [0.5323583955372769, -0.2084642450777688] Predicted: -0.4997862326403505 Movie Vector: [-0.5547185025801404, 0.36930608386241415] User Vector: [-0.949293709313321, 0.2557542667408244] Predicted: 0.6210423916201897 Movie Vector: [0.6156270355900137, 0.48031654878942615] User Vector: [-0.8808788578098787, -0.5659922687251888] Predicted: -0.814148293102993 Movie Vector: [0.169156949421595, -0.1647671070297499] User Vector: [-0.37063651550554794, 0.6052355463839575] Predicted: -0.1624186523564229 Movie Vector: [-1.9144444761762445, 0.6993775981921857] User Vector: [0.27621365678260223, 0.5045569393954741] Predicted: -0.17591988904628703 Movie Vector: [-0.24168884942859806, -0.13339429591360952] User Vector: [-1.2477083362580081, -0.6228859119800145] Predicted: 0.3846466198757489 Movie Vector: [0.7603929435717955, 1.2238334696259585] User Vector: [0.5153747064905458, 0.21123197259587922] Predicted: 0.6504000480287466 Movie Vector: [0.018216437394081728, 0.6018158986112028] User Vector: [1.307615078731195, -0.08385804093600659] Predicted: -0.026647014044413768 Movie Vector: [-0.9637637226370661, 1.3461833056536805] User Vector: [-0.7446442915152608, 0.17643035150150932] Predicted: 0.955168748233131 Movie Vector: [-0.9870324785698229, 0.6075103310128388] User Vector: [-0.970261492136975, 0.3486271512641845] Predicted: 1.1694742015093809 Movie Vector: [-0.15716758111587278, 0.038665715171229915] User Vector: [0.8131761315827437, -0.4195018394028933] Predicted: -0.1440252642581818 Movie Vector: [-0.18782743700871726, 0.3822945154696287] User Vector: [0.7556584006207726, -0.6220941249323422] Predicted: -0.37975655271021863 Movie Vector: [0.699874320836434, -1.383335107042483] User Vector: [-0.5258575560114342, 0.8054929373774343] Predicted: -1.4823008586191868 Movie Vector: [-0.02886298110292687, -0.5748605887276003] User Vector: [1.0365880660085551, -0.8102834129554398] Predicted: 0.43588097804704895 Movie Vector: [-0.08257158892166881, -0.17805787714441135] User Vector: [0.1361711341306581, 0.07257902769010649] Predicted: -0.024167134506139935 Movie Vector: [-0.36951312171306483, -0.7306640518163684] User Vector: [0.1287265253228806, -0.6916365257623986] Predicted: 0.45778780607841674 Movie Vector: [0.09973345387928426, -0.05140113929955267] User Vector: [0.7459862067132951, -0.32681463666919364] Predicted: 0.09119842560638855 Movie Vector: [-0.2635669708251953, 0.7169818878173828] User Vector: [-0.022053849664602956, 0.17399198715607683] Predicted: 0.13056176976739545 Movie Vector: [-0.2410052066276946, 0.18394150467473042] User Vector: [0.5844857886027768, -1.1702844358659932] Predicted: -0.35612799828377206 Movie Vector: [0.33696163300096094, 0.4019095670082502] User Vector: [1.025990371557337, 0.7694182295116858] Predicted: 0.6549559385145192 Movie Vector: [-1.1329871519058694, 0.4248614977663816] User Vector: [1.495335051143546, -0.6602221694401174] Predicted: -1.9746983805070417 Movie Vector: [-1.2906572326454298, 1.8473186999051938] User Vector: [0.5469496109889913, 1.4652749188336474] Predicted: 2.000905286747916 Movie Vector: [-0.09781005419021593, -3.1077116149459862] User Vector: [0.4887676286796587, 1.4124475120274806] Predicted: -4.4372859268769425 Movie Vector: [0.5592251107355845, -0.6502850719107904] User Vector: [-0.27570382644836733, 0.6819758143007819] Predicted: -0.5976591943198164 Movie Vector: [0.044567930184667946, 0.3831482475449567] User Vector: [0.10004452791039445, 0.07490598232685651] Predicted: 0.03315887339443709 Movie Vector: [-1.1593882758639542, 1.7337437914234148] User Vector: [0.3826094477782992, -0.7300934642107718] Predicted: -1.7093879187231806 Movie Vector: [-1.8937326334368962, -0.7874041699556061] User Vector: [-0.4519994560042077, 0.23446186570809896] Predicted: 0.6713498693767643 Movie Vector: [0.21572230685061705, -0.724112195373429] User Vector: [-0.12439523354866192, -0.12879723381653496] Predicted: 0.06642882099457736 Movie Vector: [-0.5705685346331849, 0.9117966464866628] User Vector: [0.5098934273015969, -0.18383880259345065] Predicted: -0.4585527493333965 Movie Vector: [-0.09644829921135076, 0.947418966479143] User Vector: [0.3140981919870661, 0.7514549634439092] Predicted: 0.6816484484191377 Movie Vector: [-0.7411253039698645, 0.5653621518083375] User Vector: [0.44498627968023713, -1.197488084869648] Predicted: -1.0068050322171842 Movie Vector: [-0.07448058817193245, -0.4234371660856768] User Vector: [-0.48000635248471113, 0.22281674395918538] Predicted: -0.05859773515919008 Movie Vector: [-0.8418044266563788, -0.16542187318409138] User Vector: [-0.7187635584945472, 0.08198221522060084] Predicted: 0.5914966936504278 Movie Vector: [0.33126668829177075, 0.25718421765657884] User Vector: [-0.49082756563913155, -1.2790346184907757] Predicted: -0.4915423399038178 Movie Vector: [2.1303445966949335, -0.6869073440779526] User Vector: [0.8107843499527073, 1.3707437275907381] Predicted: 0.7856761256756976 Movie Vector: [2.194344712916764, -0.6940927546616508] User Vector: [-1.6092425802762569, -0.6166615716788101] Predicted: -3.103212618849207 Movie Vector: [-0.08667598638135729, -0.8787827628190938] User Vector: [-0.18596109486989076, -0.9429481670244986] Predicted: 0.8447649567393942 Movie Vector: [0.058965812418961615, -1.2905218628617892] User Vector: [-0.1918038801384707, -0.2757768092461744] Predicted: 0.3445861299849793 Movie Vector: [-0.1627687523123666, -1.2405932734798177] User Vector: [0.42805818564925796, -0.843403398073185] Predicted: 0.9766460856843894 Movie Vector: [1.3502671300898605, 0.9123977843330155] User Vector: [0.10599469647937457, 0.12605928135500172] Predicted: 0.25813736362286677 Movie Vector: [-1.9087696075439453, 0.5931949615478516] User Vector: [0.04956607741524256, 0.43510775568059595] Predicted: 0.16349350626473777 Movie Vector: [-0.19555673899453857, -0.4830256633736316] User Vector: [-0.06235893699784372, 0.3224759017016502] Predicted: -0.14356942597498543 Movie Vector: [1.1300127288309416, 0.16110096456046247] User Vector: [0.028667806632282244, -1.313338107945555] Predicted: -0.17918504958189868 Movie Vector: [-0.16528040286350038, -0.35906360503151513] User Vector: [-0.20612020142314325, -0.5969785524392246] Predicted: 0.24842090109484632 Movie Vector: [-0.1342081705535516, -0.156225209365783] User Vector: [-0.05787709722489619, -2.5936226576753505] Predicted: 0.4129568220466735 Movie Vector: [-1.3226433225018939, 0.5738766875385652] User Vector: [-0.07733561957616361, -0.9584818210164213] Predicted: -0.4477629316868763 Movie Vector: [0.3665597391630687, -0.22728960104692997] User Vector: [0.265063345615217, 0.7038656266493212] Predicted: -0.0628197866413673 Movie Vector: [0.5648605774271449, -0.5117537097338481] User Vector: [0.059335423706504714, 0.717331291716088] Predicted: -0.3335807079471407 Movie Vector: [-1.05035126278225, 0.7977971708947391] User Vector: [-0.10591637009588978, -0.24566517186187287] Predicted: -0.08474158601924209 Movie Vector: [1.37292772020042, 2.0347217983053874] User Vector: [0.43186644138404173, -0.9276307909011586] Predicted: -1.2945491822253934 Movie Vector: [0.05189157047376797, -0.11219123319531257] User Vector: [-0.28560993368918003, 0.033787125139913665] Predicted: -0.018611367237611542 Movie Vector: [0.031067354316028833, -0.05844104754187685] User Vector: [0.933600725819406, -1.3300865752219886] Predicted: 0.10673615731609357 Movie Vector: [1.7060043505537248, -0.5906224166485603] User Vector: [-0.08621007634833511, -0.2569728426104618] Predicted: 0.004699156003812627
avg loss: 14.771415970836768: 17%|███████▋ | 11917/70000 [00:19<01:43, 561.45it/s]
Movie Vector: [0.8844280242919922, -1.5791797637939453] User Vector: [-0.6416475614470984, -0.0420280831849541] Predicted: -0.5011211865857038 Movie Vector: [-0.5505786574088061, -0.6293445996196287] User Vector: [-1.0081066995526045, 0.7764540804602127] Predicted: 0.06638485077423606 Movie Vector: [0.8720701801613192, -0.6784468568337245] User Vector: [0.8024316888725053, -0.7139822846015537] Predicted: 1.184175784305083 Movie Vector: [0.7172885750465783, 0.1571640160614263] User Vector: [0.10428626279837652, -0.28254974274195754] Predicted: 0.030396692533131597 Movie Vector: [-0.43373268474027044, -0.19722823073609663] User Vector: [1.0261387565888667, 1.1450398120269663] Predicted: -0.6709040940598032 Movie Vector: [-0.7505076748471018, -0.7162284635079483] User Vector: [0.3741296753521417, -0.309581356790398] Predicted: -0.059056213235144234 Movie Vector: [-0.5277057751309067, 0.8930023009785637] User Vector: [0.07171959924249181, -0.6381250651050681] Predicted: -0.6076939981612587 Movie Vector: [0.6067049737821106, -1.0227306747025975] User Vector: [-0.7286827554055638, -0.36997670873200394] Predicted: -0.06370892306807996 Movie Vector: [0.20420888075399835, 0.14752500147029649] User Vector: [0.8545939781735424, -0.3953171938781925] Predicted: 0.11619651017381218 Movie Vector: [-0.29092554805155063, 0.20460562389170223] User Vector: [0.3606488525593937, 0.5312687852898849] Predicted: 0.003778616183419195 Movie Vector: [0.9306284517221082, 1.083872685653913] User Vector: [-0.35011729096474925, -0.06001699732015375] Predicted: -0.3908798964819422 Movie Vector: [-0.12643093575277592, -0.04546439119169082] User Vector: [-0.5668112558986831, 0.6188142611664939] Predicted: 0.04352846383380603 Movie Vector: [1.5936239887928199, 0.03744494858856819] User Vector: [0.15803822547193655, -0.786174372087516] Predicted: 0.22241524831385964 Movie Vector: [-0.2913983534921607, 0.25699987854308237] User Vector: [-0.4742814027055309, 0.7735497851287889] Predicted: 0.33700702066547034 Movie Vector: [-0.5613408440957941, -0.4491139753402759] User Vector: [-0.40172867978845683, 0.1779702719411076] Predicted: 0.14557777988608056 Movie Vector: [-0.2702170191108465, -0.8468140929400709] User Vector: [-0.013438862117322405, 0.9266656412172487] Predicted: -0.7810821151645291 Movie Vector: [-0.6653342372080363, -0.7867069904036986] User Vector: [0.17356699093014583, -0.28587029459098545] Predicted: 0.10941609758849016 Movie Vector: [-0.12348160449482361, 0.5061420464613764] User Vector: [0.5372425598282388, -1.1342271626307914] Predicted: -0.6404196305365264 Movie Vector: [0.5362684757107176, -0.536021133060552] User Vector: [1.6440664314323425, -0.05268308745600214] Predicted: 0.9099002473826757 Movie Vector: [-1.5879402907283258, 0.8405403321507677] User Vector: [-1.3791762615905854, -0.6977267937884877] Predicted: 1.603582042794294 Movie Vector: [0.45740523618537304, 0.32088681440040745] User Vector: [0.32892478280992377, 0.9540761689871112] Predicted: 0.4566023805300147 Movie Vector: [0.7153332292005761, -0.05517929319133825] User Vector: [0.0339093129957147, 0.3467359808190186] Predicted: 0.005123812019598797 Movie Vector: [0.0380468234308108, -0.2688154842665414] User Vector: [0.27170469204127584, 0.7430222200348522] Predicted: -0.18939837745605223 Movie Vector: [0.7602181195685229, 0.28355750026768334] User Vector: [-1.0946278530611147, 1.6811168226657045] Predicted: -0.35546264418841256 Movie Vector: [-0.7095283756170102, -0.6923518860299808] User Vector: [0.6265319814831798, 0.5817991822817878] Predicted: -0.8473519802373637 Movie Vector: [0.4247963703509964, 0.3577018666417475] User Vector: [-1.0295859792104822, -0.9036496254683815] Predicted: -0.7606015447530454 Movie Vector: [-1.0409228181805101, 0.3047609165699875] User Vector: [-0.1303767130866676, -0.44164880124518857] Predicted: 0.0011148021417659304 Movie Vector: [-0.09017237842005527, 1.2379055997287765] User Vector: [0.20504108813857172, -0.24185484120820477] Predicted: -0.3178825048444419 Movie Vector: [-1.0965158627027005, 0.8854933994565231] User Vector: [1.1508459105127333, -0.733353719162993] Predicted: -1.9113006741894676 Movie Vector: [0.03657275288356715, 1.1437997954381427] User Vector: [0.11202694829078944, 0.5749347928087206] Predicted: 0.6617074323010248 Movie Vector: [-0.08570156818011715, 0.7732889449346293] User Vector: [-0.30386505838427547, 0.05324724489580168] Predicted: 0.06721721784482557 Movie Vector: [-0.1532767546484322, -0.8730492851942023] User Vector: [0.0068327280086353664, -0.023656004597206515] Predicted: 0.019605559529582837 Movie Vector: [1.1341140406321761, -0.02678955494173843] User Vector: [0.9525125502650198, -0.04754460645255292] Predicted: 1.0815315559806642 Movie Vector: [-0.7346655406212492, 0.44857735586103253] User Vector: [-0.5188240303226456, -1.003723289650951] Predicted: -0.06908540256347906 Movie Vector: [-0.03889544458089639, 0.25968657856625577] User Vector: [-1.084330234534062, 1.5277214350705486] Predicted: 0.438904259020511 Movie Vector: [0.7650448376991483, -0.037613558452247176] User Vector: [-0.18485447773148678, -0.008894257135681594] Predicted: -0.14108741925338386 Movie Vector: [0.9583355620544847, 0.25122865511177045] User Vector: [0.2205099516249458, -0.3631599833978196] Predicted: 0.12008633420965256 Movie Vector: [0.607047726170454, -0.30471502064864164] User Vector: [-0.11815271854773587, 0.7304951422562798] Predicted: -0.2943171814916154 Movie Vector: [0.5770542233285425, 0.7227874399208414] User Vector: [-0.5138053138469572, 0.41682132972183655] Predicted: 0.00477969549001328 Movie Vector: [0.2780691995837124, 0.40155186871071835] User Vector: [0.6976457851493938, 0.8777693176707358] Predicted: 0.5464637148770587 Movie Vector: [-0.012976585343371122, -0.38049720526803527] User Vector: [1.5528278095537436, -0.3040989261345001] Predicted: 0.0955583889249538 Movie Vector: [-0.8405125165308928, 0.09043789798825551] User Vector: [0.9272869757574606, 0.10576193052632621] Predicted: -0.7698314228562433 Movie Vector: [-0.6010563679331494, -0.5916245054076266] User Vector: [0.8098201235606854, -0.4579577183735543] Predicted: -0.21580853351620072 Movie Vector: [0.6207463854678781, 0.0508999716644271] User Vector: [0.3814068776023988, -0.06362927646576884] Predicted: 0.2335182122951428 Movie Vector: [0.32796385904428316, -0.4246971235934469] User Vector: [-0.4235924753394379, 1.7886761354221303] Predicted: -0.8985686326284639 Movie Vector: [0.5961904939511433, 0.8400959950377229] User Vector: [1.5379274373895182, 0.29234789785916393] Predicted: 1.1624980167074537 Movie Vector: [0.33502432470157417, -0.6952640936739609] User Vector: [0.35507284485003077, -0.14454888876707567] Predicted: 0.21945769220596745 Movie Vector: [-0.7185810486993912, 0.58109564743158] User Vector: [0.30159978798782217, -0.43703544694042384] Predicted: -0.4706832879301988 Movie Vector: [-0.3943851545490869, -0.6293097394044915] User Vector: [-0.7997661964948768, -1.3040992780175218] Predicted: 1.1360982918145597 Movie Vector: [0.5138450188677967, -0.48438814054832136] User Vector: [1.057018192736919, 0.45589048615356925] Predicted: 0.32231558830890894 Movie Vector: [-1.9004173690484798, -0.7839366534300051] User Vector: [0.9329443300611008, -0.6765194770902996] Predicted: -1.2426351943530274 Movie Vector: [-0.5255656778372995, -0.06743223099093842] User Vector: [0.02045829118983368, 0.17091672178211154] Predicted: -0.02227747154000309 Movie Vector: [0.6486703620142988, -0.09403705233743333] User Vector: [-0.8105727538423426, -1.0505092595375358] Predicted: -0.42700772745375 Movie Vector: [0.3660589261339871, 0.5106733107137487] User Vector: [-0.2890661390610477, -0.9111097531818592] Predicted: -0.5710946745273513 Movie Vector: [-0.14377838167502718, -0.21828819895365992] User Vector: [-0.8475948446178224, -0.10212230308740541] Predicted: 0.14415790868919615 Movie Vector: [0.523667602915646, -0.2560417030962917] User Vector: [-1.8893167615665492, -1.234410909917053] Predicted: -0.6733133079821005 Movie Vector: [0.053464287889146665, 1.4302664999320522] User Vector: [1.2121924152010977, -0.698263585894732] Predicted: -0.9338940107643109 Movie Vector: [0.2881450133390483, -0.9332736674909248] User Vector: [0.48143997956098206, -0.03932436383898491] Predicted: 0.17542492259430725 Movie Vector: [-0.2400731629492342, -0.6469806129689194] User Vector: [0.12894638843425588, -0.39352229843741793] Predicted: 0.22364473053768635 Movie Vector: [0.7729465302289098, -0.4313817255679592] User Vector: [-0.19708741390458107, 0.8347731393629079] Predicted: -0.5124439100454886 Movie Vector: [-1.4350282644165877, 1.3415283577801802] User Vector: [-0.18210437995268675, -0.48805942751399173] Predicted: -0.39342062998581734 Movie Vector: [0.08926938725013209, -0.12873876053029024] User Vector: [0.2930207668439903, 0.47271751124837696] Predicted: -0.03469928217135275 Movie Vector: [0.1840370278470312, -0.74128093594853] User Vector: [0.5439979558125257, -0.24194356328489247] Predicted: 0.27946391798114534 Movie Vector: [-0.6866654368052972, -0.48268995402037995] User Vector: [-0.05619321397114263, -0.8257796486332178] Predicted: 0.4371814784467216 Movie Vector: [0.11590744943882315, -0.6482680496398927] User Vector: [-0.9822568376798846, 0.19886177689804202] Predicted: -0.24276662100693674 Movie Vector: [0.20663252938280455, 1.2731112708615442] User Vector: [0.2594911315685229, -0.07663619629881963] Predicted: -0.043947096395575015 Movie Vector: [0.9295320985593012, 0.472673330540242] User Vector: [-1.3776581519775482, -0.2876419507583806] Predicted: -1.416538151973075 Movie Vector: [0.8548073640647715, -0.3077373689265878] User Vector: [1.1330972913480586, 0.22756663601994082] Predicted: 0.8985491510219153 Movie Vector: [-0.03071272522851856, 0.2676852769199135] User Vector: [-0.2738908705442242, 0.008450136220085603] Predicted: 0.010673912103709111 Movie Vector: [0.4755115509033203, -0.45144081115722656] User Vector: [1.0403876059972765, -1.4243642544107955] Predicted: 1.1377324784629252 Movie Vector: [-0.4597154503429693, 0.28240282230089786] User Vector: [-0.563908107774077, -0.6661962694841154] Predicted: 0.07110156300876777 Movie Vector: [0.41362402023338574, -0.3478273633631272] User Vector: [0.12452732357733891, -0.6657723073369335] Predicted: 0.28308131846815376 Movie Vector: [0.7360742711842979, -0.133858883266402] User Vector: [1.1744352351657736, 0.526430757331508] Predicted: 0.7940041264843244 Movie Vector: [0.49385534599301323, -1.6154788856641789] User Vector: [0.9397796744640037, 0.9770833576460194] Predicted: -1.114342317521384 Movie Vector: [-0.36972409727137934, -1.1268226854302168] User Vector: [0.3634543479617829, 0.6010423530456148] Predicted: -0.8116459890156842 Movie Vector: [1.5668210673073237, -1.4097211579754696] User Vector: [0.6744060979006654, 0.20186451872998254] Predicted: 0.7721009990130963 Movie Vector: [0.8287657399793935, 0.18575386108805336] User Vector: [1.213932396089757, 0.19846536303625312] Predicted: 1.0429312880065118 Movie Vector: [1.043863296508789, -0.39809226989746094] User Vector: [0.1894906766107697, -0.32587374962313986] Predicted: 0.3275301830320716 Movie Vector: [0.69241279578404, 1.8692913284312336] User Vector: [0.16250435876691757, 0.33681643081923357] Predicted: 0.7421281307844458 Movie Vector: [-0.4220947968473242, -0.4848344578503287] User Vector: [1.425405164378828, -1.2460410669264839] Predicted: 0.0024675418589388265 Movie Vector: [0.12707358309061417, 0.19515349277651178] User Vector: [-0.4177591613969171, 0.39392402871635357] Predicted: 0.023789496584954883 Movie Vector: [0.25414815307582805, 0.05622305904673164] User Vector: [0.9270744310720196, 0.7326419604932395] Predicted: 0.27680562662570246 Movie Vector: [-0.06888608691568898, -0.6191605028482473] User Vector: [0.5442532066420925, -0.4043413044523169] Predicted: 0.2128606916901232 Movie Vector: [0.33463112787834676, 0.1423778348585748] User Vector: [0.22365023052750616, 0.3901425834411436] Predicted: 0.13038798520815253 Movie Vector: [-0.4562449817838334, -0.6408954164311476] User Vector: [0.21043666070068903, -0.9632479652311338] Predicted: 0.5213305353752264 Movie Vector: [-0.7322854837030903, -1.1167479112276035] User Vector: [0.08583649568601409, 0.5942164425202532] Predicted: -0.7264467907644012 Movie Vector: [-0.8222161835213765, -0.41563726440351906] User Vector: [0.7117861674345569, 1.5020776792860002] Predicted: -1.2095615636113686 Movie Vector: [-0.06351554988000038, -0.5925582990017677] User Vector: [0.1282171508820665, 0.5686919069908015] Predicted: -0.3451268919048623 Movie Vector: [-0.40185242717264985, -0.508299476499315] User Vector: [-0.4908838314081816, 1.722588662269156] Predicted: -0.6783280561438796 Movie Vector: [-0.15025443330572372, -0.14780781585436714] User Vector: [-1.1466268659265484, -1.5973226636079976] Predicted: 0.4083825440754897 Movie Vector: [-1.7366690149025639, 0.7652983063471445] User Vector: [1.6333757151432444, -0.1829230895661715] Predicted: -2.9766237248203673 Movie Vector: [0.2811161765159756, -1.2015085865270005] User Vector: [-0.16623479177551684, 0.15414496804011085] Predicted: -0.2319377917379859
avg loss: 14.75587340858152: 17%|███████▉ | 12042/70000 [00:20<01:44, 557.19it/s]
Movie Vector: [-0.5401327073243536, -0.41221239110916774] User Vector: [1.171886446158981, 0.11984215462000682] Predicted: -0.6823746199521534 Movie Vector: [-0.20184019625271404, 0.03686341252736955] User Vector: [-0.06255315488165662, 1.5756642024992797] Predicted: 0.07071010055887969 Movie Vector: [-0.5461815906751781, -0.3467416525348669] User Vector: [0.04205831451949081, -0.7607769791012255] Predicted: 0.24082158981867038 Movie Vector: [0.3566417099251532, -0.01342569897579704] User Vector: [0.17140738620991763, -0.316844118469907] Predicted: 0.0653848770685349 Movie Vector: [-0.13947815531716865, 0.7827123880911827] User Vector: [0.05319820999622049, -0.8409839282243193] Predicted: -0.665668527003209 Movie Vector: [-0.6848621368408203, -1.1140727996826172] User Vector: [0.7725711262185236, 0.7101158758139583] Predicted: -1.3202254942306673 Movie Vector: [-1.8749690160971513, 0.7714870570463941] User Vector: [-1.0879760447958262, 0.08477220909319248] Predicted: 2.1053220363607292 Movie Vector: [0.09960526523782703, 0.09886404653629494] User Vector: [-0.3836638522879857, -0.11791438045942731] Predicted: -0.04987243256635052 Movie Vector: [0.7474942176100599, 0.21024213462142333] User Vector: [0.13901601380730222, -1.0635738144131992] Predicted: -0.11969436259352187 Movie Vector: [0.3004340309813908, 0.3655395348352252] User Vector: [-0.1265724309005693, -1.251161652054695] Predicted: -0.4953757139223167 Movie Vector: [0.7329259647009945, -0.2618727119635123] User Vector: [0.057082750644928584, -0.42360402446605105] Predicted: 0.15276776476980342 Movie Vector: [0.7679131154196426, -1.7793384576997138] User Vector: [0.8207546890139376, -0.3512862514800874] Predicted: 1.255325427155665 Movie Vector: [-0.19339121030957884, -0.12807493691432945] User Vector: [-0.48385933478545873, -0.7548324529842918] Predicted: 0.19024926117059926 Movie Vector: [-0.5390668788192152, -0.4754369903008804] User Vector: [-0.820975558577353, -0.325928554642707] Predicted: 0.5975192230216002 Movie Vector: [0.0137694548386183, 0.4030156039468564] User Vector: [0.3658636872986478, 0.2687194151628089] Predicted: 0.11333586091343457 Movie Vector: [-0.028413049006927708, -1.0361018874369674] User Vector: [1.2825039227357116, 0.22777648915725157] Predicted: -0.2724394971378611 Movie Vector: [-0.45195832071234526, -0.34415857910364533] User Vector: [-0.6514805386582305, 0.3449472805570029] Predicted: 0.17572548428658336 Movie Vector: [-0.23776741935664977, -0.15171537835839585] User Vector: [0.11248790266316053, 0.19563278646191276] Predicted: -0.05642646054243805 Movie Vector: [-1.334641892213212, 0.42516887334473835] User Vector: [0.4291513467564935, 1.2606759780384522] Predicted: -0.03676318024554992 Movie Vector: [-0.30227929842069406, 1.295115809411188] User Vector: [0.26919823587667524, -0.016828459641622093] Predicted: -0.10316785800679282 Movie Vector: [-0.0832020215971518, 1.6916171440366399] User Vector: [-0.5754837182093911, 1.6155790356868063] Predicted: 2.7808226030652508 Movie Vector: [-1.364037626673651, 0.6236177848277545] User Vector: [-0.5349529031739325, 0.19945640397601536] Predicted: 0.8540804492447827 Movie Vector: [0.6745373445665439, 1.1640331972068199] User Vector: [0.8431731983679563, 0.4487774149409592] Predicted: 1.0911436193847375 Movie Vector: [-0.25270524818872, -0.23141223167649744] User Vector: [0.8344472075567517, -0.7388894864705712] Predicted: -0.03988112365955726 Movie Vector: [0.29230754508148743, 0.41946637930962616] User Vector: [-0.5468537848719206, 0.7105130921422634] Predicted: 0.13818686683857104 Movie Vector: [0.7484089619270655, 1.3007868773881368] User Vector: [0.6957928881331283, -0.5701956221076192] Predicted: -0.22096534965780668 Movie Vector: [-0.7931001784124968, -0.8514920929395229] User Vector: [-0.7737214127556966, -0.6754455770190415] Predicted: 1.1887751585407993 Movie Vector: [0.04144340686940794, -1.2713802677912136] User Vector: [0.732730977089673, -0.32163927647784424] Predicted: 0.43929269746991995 Movie Vector: [-0.15462050121926055, 0.48153882485566435] User Vector: [0.16362012982493934, -0.7945122211500779] Predicted: -0.4078875077891648 Movie Vector: [0.3758883680116423, 0.1001642005477656] User Vector: [1.3073336865045726, -1.9731125273986199] Predicted: 0.2937762869691838 Movie Vector: [1.4775651755044543, 0.08913852784376067] User Vector: [-0.35234310357454446, 0.15293638109107144] Predicted: -0.5069773758066954 Movie Vector: [-0.992538763856391, -1.172702396872229] User Vector: [0.6248511918257234, 0.31274563377107195] Predicted: -0.9869465838635565 Movie Vector: [-0.08540786771702863, -0.07795051635792943] User Vector: [-0.7721193528155819, 0.07149733873109589] Predicted: 0.06037181307472426 Movie Vector: [1.1455595833884553, -0.21057615859406875] User Vector: [0.8379482614381664, -0.32311968695409854] Predicted: 1.0279609637190983 Movie Vector: [-1.3080501556396484, 2.6729679107666016] User Vector: [0.8314884569767304, 0.06053228255141829] Predicted: -0.925827756735585 Movie Vector: [0.5753404235180184, 1.1448188632085106] User Vector: [-0.6795948002626182, 0.21081363951536014] Predicted: -0.1496549290649145 Movie Vector: [1.528767478981813, 0.8452574972684926] User Vector: [1.0802364432786105, -1.462195914633946] Predicted: 0.4154982847756179 Movie Vector: [1.8203208675553062, 1.6636909599767105] User Vector: [1.3242146718566907, 0.22318327492024914] Predicted: 2.7818035972064514 Movie Vector: [1.042003512400311, -0.9315349764924428] User Vector: [-1.7799844675671275, -0.2671540588671694] Predicted: -1.6058867172762552 Movie Vector: [0.7469646888516243, 1.202582520646193] User Vector: [-1.2095847166010691, -0.3593510559464548] Predicted: -1.3356663701325564 Movie Vector: [-0.5647915628461897, -0.21305655311352878] User Vector: [0.2553390376227589, 0.5091180637077067] Predicted: -0.25268427389599796 Movie Vector: [1.3491242716902472, 0.11941632854930186] User Vector: [0.2573928703304046, 0.3540824436709221] Predicted: 0.38953819414971586 Movie Vector: [0.44535705239154444, 0.2448032987656823] User Vector: [0.3059746841703919, 0.311520256824132] Predicted: 0.21252916995143956 Movie Vector: [0.44678688049316406, 0.6300830841064453] User Vector: [0.01763754523089784, -0.6414274257936512] Predicted: -0.3962723468612519 Movie Vector: [-0.5854511260986328, -0.7308483123779297] User Vector: [0.02896348496470598, -0.7756372107197106] Predicted: 0.5499164415836972 Movie Vector: [0.46065863880231467, 0.10804468008409637] User Vector: [-0.004989085390650155, 1.0277807168515547] Predicted: 0.10874797346390405 Movie Vector: [1.4025257715892898, 0.1928780897693133] User Vector: [0.9523459983472411, -0.4743702270785568] Predicted: 1.2441941829095895 Movie Vector: [-0.6836615262717638, -0.5268428142293979] User Vector: [-0.18618390456522496, -0.7525342195317272] Predicted: 0.5237540183843168 Movie Vector: [-0.9152126312255859, 0.5842685699462891] User Vector: [0.3447065172957571, -0.3306017257285663] Predicted: -0.5086399562080625 Movie Vector: [0.010500323909852727, -0.39457094062673087] User Vector: [-1.2765769118932015, -0.23624145960820025] Predicted: 0.07980954386192128 Movie Vector: [-1.1530137958970679, -0.09531588869709992] User Vector: [0.7069598970948207, -1.290276434079802] Predicted: -0.6921506695170583 Movie Vector: [-0.388561569484011, -0.6016574004675357] User Vector: [1.0440162749860817, 0.14286337526062592] Predicted: -0.49161940935676895 Movie Vector: [0.9629746581061971, -0.7283352308785938] User Vector: [0.46911364538827494, -1.2611856854134327] Predicted: 1.370310519647096 Movie Vector: [0.4914008679793228, 0.5177277715824534] User Vector: [-0.2828499579441951, 1.1896228306671806] Predicted: 0.47690806230323735 Movie Vector: [-0.320226544303504, 0.8840424957654218] User Vector: [0.5830918601795996, -0.3994095165124909] Predicted: -0.539816477206978 Movie Vector: [0.03352499438276017, 0.28336469279257676] User Vector: [-0.7593103905139887, -0.21669800764551556] Predicted: -0.08686044094198786 Movie Vector: [0.2262969135942178, -0.0002999428656951242] User Vector: [-0.8226409646587768, 0.736334833755385] Predicted: -0.18638196967859894 Movie Vector: [0.014572986063377869, -0.9789478622236846] User Vector: [-0.19424705610429388, -0.7376318021911701] Predicted: 0.7192723162217897 Movie Vector: [-0.7710257391792829, 1.0320621438610342] User Vector: [0.6592676316109549, 0.41246124932971856] Predicted: -0.08262667173698168 Movie Vector: [0.11938288136572912, -1.0341300510512776] User Vector: [-0.35989505995988474, 0.05644334561577828] Predicted: -0.10133506913045259 Movie Vector: [0.5251722415807811, 0.31250967803294755] User Vector: [0.45519491559029607, 0.7878398077203961] Predicted: 0.4852632988289705 Movie Vector: [1.3902496280086605, 0.12703830142104333] User Vector: [-0.7516362269671079, -0.15183335856983485] Predicted: -1.0642506369106188 Movie Vector: [0.5981983890001482, -0.05560468619788162] User Vector: [0.01625790691792689, 0.4861334645162907] Predicted: -0.017305845017899134 Movie Vector: [1.7516230411994536, 0.5436027117299891] User Vector: [0.3410899151575776, 0.6980795882947184] Predicted: 0.9769389117111429 Movie Vector: [0.9412796193601224, 0.3832521208837007] User Vector: [-0.623939548283857, 0.32155708756358015] Predicted: -0.46406414471842766 Movie Vector: [-0.7596255645005183, 0.4002893895879853] User Vector: [0.10623762976853343, -0.36361850873741286] Predicted: -0.22625345038951178 Movie Vector: [1.0567951202392578, 0.5845928192138672] User Vector: [-1.0592123758225873, 0.9327998008477435] Predicted: -0.574062404726625 Movie Vector: [-0.8781409801924333, 0.2645270542313582] User Vector: [0.5535420014746795, -0.286411927690856] Predicted: -0.5618516192814432 Movie Vector: [0.5021834602695073, -0.5091879151292225] User Vector: [0.799878481434915, -0.7705454418391504] Predicted: 0.794038170644507 Movie Vector: [0.24404361533730085, 0.22583146607853044] User Vector: [0.11579791030936935, 0.4528285619901723] Predicted: 0.1305226787168763 Movie Vector: [-0.4453209270072977, 0.8666394254267841] User Vector: [-0.7367278007499656, 0.04184401837706794] Predicted: 0.3643439832258723 Movie Vector: [0.10322985926909446, -1.0890458500743523] User Vector: [-0.07370736342591006, -0.6716340525824893] Predicted: 0.7238314769800266 Movie Vector: [1.431444758586144, 1.4163153518415152] User Vector: [0.6410370062446545, -0.0337832309210791] Predicted: 0.8697613540603327 Movie Vector: [-0.07045258859947451, 0.08943657332976436] User Vector: [-0.3858745768288906, 0.7179570768113296] Predicted: 0.09139748356018189 Movie Vector: [0.11533210606431385, -0.19862681278633956] User Vector: [-0.8660722205571866, -0.1301751512847784] Predicted: -0.07402965779698215 Movie Vector: [-0.8977540798298741, 1.8342859132181943] User Vector: [-0.2613044900645719, 0.20235267066098905] Predicted: 0.6057598253288671 Movie Vector: [0.07062146734928113, 0.5601235709111387] User Vector: [0.6039831103215351, -1.3855610488555412] Predicted: -0.7334312288952589 Movie Vector: [0.9429085463959717, -0.10629549727657367] User Vector: [-0.9653431013124026, 0.10426358722035396] Predicted: -0.9213130102832837 Movie Vector: [0.6958772225545138, 1.1945773717015202] User Vector: [0.36827196338376916, 0.33920679845367413] Predicted: 0.6614808367842722 Movie Vector: [-0.9197326754369319, -0.4562731878513082] User Vector: [-0.3162785952285442, 0.6018894176125619] Predicted: 0.016265755264932458 Movie Vector: [-0.12591500123408642, 0.5682992602676603] User Vector: [0.33451502155403584, 0.5496485007646635] Predicted: 0.27024437703998994 Movie Vector: [-0.8806247624027391, 0.6105083759672579] User Vector: [-0.026609056654447294, -0.15681898066889025] Predicted: -0.07230670701492134 Movie Vector: [0.578898517617329, -0.13067873642968036] User Vector: [-0.04013291006408046, 0.7471767765429256] Predicted: -0.12087299919199691 Movie Vector: [-0.18815775457805148, -0.11005963982946852] User Vector: [0.2405897511706091, 0.10574460778213071] Predicted: -0.056907040801163655 Movie Vector: [-1.6803184639867101, -0.9435401703416562] User Vector: [0.34857551113415675, 0.6520829436228013] Predicted: -1.2009843191550753 Movie Vector: [0.09838352714895751, -0.08361829757238107] User Vector: [-0.9173235503870052, 0.10036432361951103] Predicted: -0.09864182030194504 Movie Vector: [0.023146665667644506, -0.08484766107055292] User Vector: [-1.4663008809328961, -1.0284153890768601] Predicted: 0.053318664113007876 Movie Vector: [-0.6243150726777148, 0.3647862483857762] User Vector: [0.6671256461738888, -0.968228353847053] Predicted: -0.769692985056821 Movie Vector: [-0.11414207411441532, -1.0267345806939503] User Vector: [0.5818020445642469, -0.9054717561149558] Predicted: 0.8632710717543333 Movie Vector: [-1.8908074071728278, 0.14152389806916124] User Vector: [0.19033118743242808, -1.290290467935382] Predicted: -0.5424865556769322 Movie Vector: [-1.1422048535748524, -0.8659819217328723] User Vector: [-0.47721016420277457, 0.3812995344289036] Predicted: 0.21487326214706998 Movie Vector: [0.27393414324769433, 1.2429696953382972] User Vector: [1.1189343586040528, 0.39752375036162696] Predicted: 0.8006242997513383 Movie Vector: [0.13156159953379917, -0.7021432394500414] User Vector: [-0.8271099507104315, 0.20379839150437684] Predicted: -0.2519115709113771 Movie Vector: [1.1666373612778718, -1.1658390377339667] User Vector: [-0.647818581542775, -0.6716423258261186] Predicted: 0.027257482284688606 Movie Vector: [2.0969986712401374, -1.4501896654865793] User Vector: [0.2834001818262604, 0.3570581195849165] Predicted: 0.07648780971876434 Movie Vector: [-0.480932406991609, -0.12097878810289334] User Vector: [0.8169730326265269, -0.8689375922287033] Predicted: -0.28778579018343525 Movie Vector: [-1.5987363544514506, -0.7909238779359758] User Vector: [0.025202623893574375, -0.04883131713023067] Predicted: -0.0016704963368606301 Movie Vector: [-1.0875946455674832, 0.06275588775761179] User Vector: [-0.882809123189001, -0.6563107507498215] Predicted: 0.9189511116303124 Movie Vector: [0.2968641701292672, 0.2168597147853958] User Vector: [0.10001014160145467, 0.25074404839403047] Predicted: 0.08406571050989127 Movie Vector: [-0.28792752481318207, -0.4222719700484217] User Vector: [-1.049071749389251, 0.6590086975740391] Predicted: 0.02377573114944781 Movie Vector: [0.6853916780866446, 0.040115338670635096] User Vector: [-0.5558173895899627, -0.17786432210226483] Predicted: -0.3880877008793582 Movie Vector: [-1.1545751213134146, -0.3231963670055743] User Vector: [-0.3031324242075317, 0.4362065178138743] Predicted: 0.20900879363184388 Movie Vector: [0.34029736371776065, 0.0765992006962038] User Vector: [-0.8991778026409364, 0.08494185830774341] Predicted: -0.2994813573002162 Movie Vector: [-0.6667084273899567, 0.8254279476206721] User Vector: [-0.9486770029532869, -0.4749178912878004] Predicted: 0.2404804524459767 Movie Vector: [-0.035480064957208235, -0.8532334439397559] User Vector: [-0.04882263043556106, -1.3254045657927636] Predicted: 1.1326117323840719 Movie Vector: [0.10714007492498011, -0.24779754789990333] User Vector: [0.8460004533130272, -0.3097524646373004] Predicted: 0.16739645314759943 Movie Vector: [-0.7952050787681532, -0.4533606293704917] User Vector: [-1.7308159101510177, 0.3852899495839341] Predicted: 1.2016783081313152 Movie Vector: [-0.5847905109386142, 0.13464020348836378] User Vector: [-0.2240075476884931, -0.414235607419403] Predicted: 0.07522472179178546 Movie Vector: [-0.06755643583346994, 0.2688219864891176] User Vector: [0.6518720886735435, -0.5407645920319846] Predicted: -0.18940756678311962 Movie Vector: [0.15565660225221528, -0.021639187375448787] User Vector: [0.5650499158138195, 0.8509722724178079] Predicted: 0.06953940154431902 Movie Vector: [-0.5227832993716837, -0.04418713189211884] User Vector: [-0.6066980370848327, -0.1320262543127423] Predicted: 0.3230054630620725 Movie Vector: [-0.06977033351682746, 0.6605517166546948] User Vector: [1.1663019394950258, 0.022902411076392043] Predicted: -0.06624504834784842 Movie Vector: [-0.5090101531852709, -0.5834683237727637] User Vector: [1.7186369702181996, -0.12721923213606529] Predicted: -0.8005752753545475 Movie Vector: [0.7376709940690058, -0.29708498736702416] User Vector: [-0.27996923733216594, 0.5375185901719177] Predicted: -0.3662138891823251 Movie Vector: [-1.2973757726223891, 0.7161014948858064] User Vector: [-0.04547319372821816, 0.5086197082492612] Predicted: 0.42321915325243326 Movie Vector: [0.25734901428222656, -0.5921649932861328] User Vector: [-0.41163469435598277, -0.27979367363545693] Predicted: 0.05975023603296502 Movie Vector: [0.5246548595695211, 0.5159504471740163] User Vector: [-0.5504683582967701, 0.5169902658064527] Predicted: -0.022064540392203902 Movie Vector: [0.42694829695330233, -0.06693008406876907] User Vector: [-0.9078322128059638, -0.8385245502892101] Predicted: -0.3314748985322706 Movie Vector: [0.08823365461300657, 0.15452732766656535] User Vector: [0.10074539562909131, 0.1906523363723195] Predicted: 0.038350130494789594 Movie Vector: [1.1431955629438966, -0.6337000354475343] User Vector: [0.7858167306877274, -0.15300578443269264] Predicted: 0.995301970827964 Movie Vector: [-0.8322658418465554, -0.0637635612768721] User Vector: [0.2354664586252256, 0.47479331937873365] Predicted: -0.2262452033284059 Movie Vector: [-1.2566846862229388, 0.6541761400111936] User Vector: [-1.4884406406145898, 1.165151984930511] Predicted: 2.632715187440438 Movie Vector: [-0.052012905053693284, -1.3035005203101573] User Vector: [0.18752017005456412, -0.0013239492809014597] Predicted: -0.008027700224181152 Movie Vector: [0.7725649855806124, -0.08789724002860458] User Vector: [-0.9446805729158307, -0.22037057836875773] Predicted: -0.7104571675708823 Movie Vector: [-0.21265861468155065, 0.5045028818787319] User Vector:
avg loss: 14.743542194109379: 17%|███████▊ | 12179/70000 [00:20<01:33, 616.09it/s]
[-0.5591743843368782, 1.6130087497115042] Predicted: 0.9326808126635536 Movie Vector: [-0.08914480711186396, 0.7596389363424878] User Vector: [-0.5354268841490923, 0.8274772734489189] Predicted: 0.6763144821602959 Movie Vector: [-0.16922638324374084, 0.8834012766971524] User Vector: [-1.365532190638742, 1.068027940152513] Predicted: 1.1745813197036568 Movie Vector: [0.41398048400878906, 1.333913803100586] User Vector: [1.5542976370047012, -0.20089746106543038] Predicted: 0.37546899173788323 Movie Vector: [0.08562103281403119, -0.8195543569548088] User Vector: [0.28257383182056156, -0.290936434788578] Predicted: 0.26263248605457257 Movie Vector: [-0.21869718132467889, -1.151615144203992] User Vector: [0.9223247092901099, -0.3379828092463654] Predicted: 0.18751630742087247 Movie Vector: [0.44439073127662476, -0.7079604054099129] User Vector: [-0.1367780849239205, 1.2541985657898953] Predicted: -0.9487058382831028 Movie Vector: [0.19370301910344712, -0.7469106842828644] User Vector: [0.3200920300721465, -0.9859728188882133] Predicted: 0.7984364254560263 Movie Vector: [-0.32789265735554984, -0.04299287799274655] User Vector: [-0.526248290066921, 1.0810389392882978] Predicted: 0.12607597503662699 Movie Vector: [2.035116399849555, 0.3644095150102773] User Vector: [-0.39826627925792285, 0.7336878175123608] Predicted: -0.5431554146762333 Movie Vector: [-0.9420323646214033, -0.4469954659507098] User Vector: [0.10312425390213203, -0.7011596020591022] Predicted: 0.21626877827497928 Movie Vector: [-0.22396311862389306, -0.6961457097802135] User Vector: [-0.8383810457668658, -0.0072226428049608285] Predicted: 0.19279444540705648 Movie Vector: [-0.42330320042206426, -0.7916823741891647] User Vector: [-0.31267440015097964, 0.6561044905246909] Predicted: -0.3870702865008007 Movie Vector: [0.1302623748779297, -0.8327960968017578] User Vector: [0.6581998075855646, 0.7964921995619335] Predicted: -0.577576924847933 Movie Vector: [0.7925647408700185, 0.8774251933371282] User Vector: [0.39581434559187734, 0.5587212056783382] Predicted: 0.8039445561605314 Movie Vector: [-0.9291142053827024, -0.5348282603555995] User Vector: [0.18670785053801403, 1.3379097504371558] Predicted: -0.8890248605304376 Movie Vector: [-0.0381569475949983, 0.24388229094468286] User Vector: [1.083916258368729, -0.5871338357091623] Predicted: -0.18455048081183179 Movie Vector: [-0.9092025767013812, 0.13004543597647997] User Vector: [-0.3389519236403808, 0.5743732108021627] Predicted: 0.3828705769637019 Movie Vector: [0.5052086718032119, -0.3238214851437875] User Vector: [0.21031668136857068, -1.0435196063740495] Predicted: 0.4441678799649802 Movie Vector: [-0.02434679858254027, -0.776818393648026] User Vector: [-0.4513198694234936, -0.17174817925176833] Predicted: 0.14440533867548405 Movie Vector: [-0.3909190417891778, 0.4193174533180398] User Vector: [0.6781555582658121, 0.7656864533196465] Predicted: 0.05596177262484009 Movie Vector: [0.6140227577356575, -1.0477085673585034] User Vector: [0.6962782891023074, -0.5461718692753111] Predicted: 0.9997596619160163 Movie Vector: [0.6835513625304354, 0.06673834469924764] User Vector: [0.20013907641736972, -0.2615475775559721] Predicted: 0.11935008599449232 Movie Vector: [0.06116478892164262, -0.28869155834438587] User Vector: [0.06082452535060334, -0.35971597603598493] Predicted: 0.107567284937529 Movie Vector: [-0.7447347485805568, -0.3531213616980959] User Vector: [1.1463702219455283, 0.5117497170619654] Predicted: -1.0344514959583766 Movie Vector: [-0.35558447174773994, -0.4509016927466961] User Vector: [0.4293318891210799, 0.7687457804965583] Predicted: -0.4992925267153567 Movie Vector: [-1.41569609188809, 0.6428785676844503] User Vector: [-0.618481937153732, -1.1453453467082069] Predicted: 0.1392644853360916 Movie Vector: [0.38303676794233776, 0.24650047302513772] User Vector: [-0.7834173847052592, 0.061185789652894174] Predicted: -0.2849953368954865 Movie Vector: [-1.1430524156252693, 0.7152750133456474] User Vector: [0.8170793161395074, 1.1309003568812284] Predicted: -0.12505971820988893 Movie Vector: [-0.711053485374753, -0.1709209914329195] User Vector: [1.0111633920228926, 0.447640421793867] Predicted: -0.7955023988796935 Movie Vector: [-0.04960794774771297, -0.6334827849100942] User Vector: [0.6642079364783081, 0.4507753426276439] Predicted: -0.31850841202299396 Movie Vector: [0.17209329061026807, 0.3273432108909221] User Vector: [1.1669215005993565, -0.3161813514796333] Predicted: 0.0973195421048408 Movie Vector: [1.2428083294034837, 0.36762743659797037] User Vector: [0.5592772348530948, 0.1662739971477718] Predicted: 0.7562012892655081 Movie Vector: [0.4250239926664203, 0.6095220168862796] User Vector: [-1.6070222823833078, 0.8662400330955008] Predicted: -0.1550306546824498 Movie Vector: [-0.9379106045956053, 0.2799075267139742] User Vector: [0.2316408146688395, 0.10051008141115947] Predicted: -0.189124848237452 Movie Vector: [1.2346263882741209, -0.7505746361694251] User Vector: [0.7782563587367137, 0.10198580545879041] Predicted: 0.8843078785118 Movie Vector: [-0.21435255711253187, 0.5093892715976039] User Vector: [0.4043125922716977, -0.4392973991016323] Predicted: -0.31043882016933727 Movie Vector: [1.1099116208102495, -0.18266425640314135] User Vector: [-0.07378326313487188, 0.79178999709443] Predicted: -0.22652463222139427 Movie Vector: [-1.2549617841510563, -0.23568828474357184] User Vector: [0.4503646765625118, -0.7359687147975058] Predicted: -0.3917312540019481 Movie Vector: [-0.14113179043369886, 0.8529826703969127] User Vector: [-0.844934964862327, 0.2726742346178435] Predicted: 0.3518335811838171 Movie Vector: [1.718375480047418, -0.8268254059575735] User Vector: [-0.004007687627440068, 0.45720252338058254] Predicted: -0.38491337414965954 Movie Vector: [0.772557339910753, 0.28501336085057205] User Vector: [0.8250563877848847, 0.25864020154029166] Predicted: 0.711119281315533 Movie Vector: [-0.5272558824213693, 0.1921303165402243] User Vector: [-0.0817693719019483, -0.7354568346403537] Predicted: -0.09819017210391967 Movie Vector: [0.3226015882656046, 1.2752343663349148] User Vector: [-0.6661388193070218, -0.7593126058793839] Predicted: -1.1831989709225288 Movie Vector: [0.17434363298800604, 0.9688867540382073] User Vector: [-0.47790036611285824, -0.7861854801043627] Predicted: -0.8450435839246995 Movie Vector: [-0.21290072283717418, 0.3154692771379811] User Vector: [0.5331529155850175, 1.5067998214479532] Predicted: 0.36184040935302764 Movie Vector: [0.6011374733021597, 0.032277920182822724] User Vector: [0.2951735821943367, 0.6949805641405502] Predicted: 0.1998724285637927 Movie Vector: [-0.2593872416531486, -0.9687087413262371] User Vector: [1.2770412362592025, 0.028575770944736206] Predicted: -0.35892980285490367 Movie Vector: [-2.8717899322509766, 1.0544300079345703] User Vector: [0.37500022478018324, 0.23943327110068763] Predicted: -0.8244562441690853 Movie Vector: [-0.7748464930360036, 0.5668743582042565] User Vector: [0.7007207019730648, 0.05278296267613819] Predicted: -0.5130296704304009 Movie Vector: [-0.45397502713832205, 0.8086631212808116] User Vector: [0.5517683017934486, 0.6446973068086983] Predicted: 0.27085390662450826 Movie Vector: [-0.14355051465776536, -0.5748798500837624] User Vector: [0.15426786833153552, 0.0571843785073458] Predicted: -0.055019378837584385 Movie Vector: [1.7722178944071572, 0.26543477193032494] User Vector: [0.45596186217651247, 0.9008945766606842] Predicted: 1.0471925178056205 Movie Vector: [-0.2313930168430635, 0.10658032345592325] User Vector: [-0.020154017706900396, -0.7016805362747504] Predicted: -0.07012183956018038 Movie Vector: [-1.4873542243234763, 2.986516538077964] User Vector: [-0.29162076929525016, -0.5339749730514839] Predicted: -1.1609817048262394 Movie Vector: [0.10355523297394365, 0.251754942948688] User Vector: [-0.8552931445338028, 1.0915285325448167] Predicted: 0.18622762259447065 Movie Vector: [0.20144204814022576, -0.8601560865781702] User Vector: [1.0373618651224252, 0.631498517313115] Predicted: -0.33421899455913995 Movie Vector: [1.720238238582757, 0.1863228181091559] User Vector: [0.04911474773019101, 0.5325183470032223] Predicted: 0.18370938623229 Movie Vector: [-0.8964391891247682, -0.3006858677287717] User Vector: [-0.19206165500681932, -0.2662706561530684] Predicted: 0.25223541757236884 Movie Vector: [0.9193425883559836, -0.15841012056730053] User Vector: [-0.16255369834275948, -1.28329508526674] Predicted: 0.05384439139925823 Movie Vector: [1.1304079760852193, -0.024760593986935725] User Vector: [-0.6345975847074489, -0.1670153329239395] Predicted: -0.7132187725095932 Movie Vector: [0.6006495653144366, 0.01299744217433833] User Vector: [-0.15192418659467677, 2.0536972811366354] Predicted: -0.0645603849836727 Movie Vector: [-0.0970116432735528, 0.3223027326761572] User Vector: [0.17509755082394657, -0.7082981471030496] Predicted: -0.24527292949937715 Movie Vector: [0.08925530990663795, -0.15479999163182495] User Vector: [0.8880570499429333, -0.3323306580359566] Predicted: 0.13070859029039614 Movie Vector: [-1.0783973254946262, 0.8705121511199938] User Vector: [-0.4007459386088622, -0.30484890841796414] Predicted: 0.16678866936512676 Movie Vector: [-0.6795733198535268, 1.0892780260319128] User Vector: [0.1286498927863944, 0.056360177057102265] Predicted: -0.02603513232808087 Movie Vector: [1.5634829704106803, 0.11270417914508689] User Vector: [-1.4615460500042128, 0.5994242487691207] Predicted: -2.2175447417353995 Movie Vector: [0.8946653819633453, 0.32329201558708587] User Vector: [1.1820778321970873, 0.7534534469480922] Predicted: 1.3011495987678967 Movie Vector: [1.4952242320454805, 1.3586828700046407] User Vector: [0.7893380514000676, 0.8560764686915945] Predicted: 2.343373815154276 Movie Vector: [-0.6442154832432326, 1.186309375371175] User Vector: [0.36280629700887074, 0.20724386966083658] Predicted: 0.012129911615594818 Movie Vector: [-0.43197653866090074, -0.12247207971058527] User Vector: [1.325619825125263, 0.7672506635409705] Predicted: -0.6666034480610689 Movie Vector: [0.22892035132809127, 0.4206616611749998] User Vector: [-0.6908768232667034, 0.8331312932734245] Predicted: 0.19231062869862536 Movie Vector: [0.1116812212613742, 0.562664939457236] User Vector: [0.31324577023985556, 0.44355026871305026] Predicted: 0.28455385526701604 Movie Vector: [-0.004173040003580417, 0.12917050174436276] User Vector: [-1.0301812994244235, -0.10354989956839422] Predicted: -0.00907660470938928 Movie Vector: [0.8612682645087271, 1.2651783256295608] User Vector: [0.03590148116881588, 0.14725970832224317] Predicted: 0.2172305975873919 Movie Vector: [0.7257098067867582, 0.3241859271313901] User Vector: [0.6567340195984481, -0.4440390879027025] Predicted: 0.33264709507876644 Movie Vector: [-1.251006618919398, -0.2022735978721058] User Vector: [-0.009876290220789757, 0.15379570775333049] Predicted: -0.018753506707976167 Movie Vector: [0.37702876874317426, 0.27181524572025206] User Vector: [-1.4117173476376512, 1.3512350118586978] Predicted: -0.16497177661902368 Movie Vector: [-0.7969110630245739, 0.04488714332860886] User Vector: [-0.8043931725476643, -0.4290462813384863] Predicted: 0.6217711562996213 Movie Vector: [0.7618563944726284, 0.41301386724840106] User Vector: [0.8897171575966687, 0.4184475253087526] Predicted: 0.8506613364553245 Movie Vector: [0.8065197816296911, -0.712165755946278] User Vector: [-1.1146305531874132, -0.670768843971964] Predicted: -0.42127298952198955 Movie Vector: [1.5097180572518851, 0.17981372821598826] User Vector: [0.9404416600897173, -1.3429551111409244] Predicted: 1.1783199906684192 Movie Vector: [-0.6490980724287893, -0.4102365474218976] User Vector: [0.9011149695042169, 0.5487661637490893] Predicted: -0.8100359261003005 Movie Vector: [-0.143470749056379, -1.1791816190598923] User Vector: [0.18145263842808745, 0.11548810619625186] Predicted: -0.16221459800019106 Movie Vector: [-0.19260233296281914, 0.2835218179085901] User Vector: [0.5220598351406847, 0.029015499313782833] Predicted: -0.09232341508131146 Movie Vector: [-0.38398477490813276, -0.2838942513535596] User Vector: [-0.5487599028465666, 0.9410933153668096] Predicted: -0.05645553444675214 Movie Vector: [-0.3148679528648418, -0.920973522136735] User Vector: [-0.09824214388132174, 1.5821823190519024] Predicted: -1.426214720310733 Movie Vector: [-0.281381676074089, -0.06490956864884956] User Vector: [-1.215172542274639, 0.3747987574588051] Predicted: 0.3175992609876738 Movie Vector: [1.4479981009757403, -0.2849561966385527] User Vector: [-0.3366625613227199, -0.34357155338899825] Predicted: -0.38958390633799866 Movie Vector: [-0.5051956292079433, -0.14565190744430334] User Vector: [-0.01781834673083349, 1.0646833969278102] Predicted: -0.14607141669868717 Movie Vector: [0.9940964608346357, 0.24441604400458886] User Vector: [0.4196684359033944, 0.42644463468679433] Predicted: 0.5214208174526999 Movie Vector: [1.6905047669679283, -0.6368231883220158] User Vector: [0.7515469780859068, -0.6404769715297108] Predicted: 1.678364336110946 Movie Vector: [0.036663321719831735, 0.6438099559251228] User Vector: [1.4240025468320565, 0.314384880346419] Predicted: 0.25461277946371647 Movie Vector: [-1.2044434581344372, -1.9394387111117695] User Vector: [0.17481388473777174, 1.4559493962979464] Predicted: -3.034278060463525 Movie Vector: [-0.44467480440709456, -0.07067881608913548] User Vector: [0.0148508328955285, -1.0716379583967939] Predicted: 0.06913831096256204 Movie Vector: [0.22153937480140454, -0.26296545949663064] User Vector: [-0.8486515863023041, 0.09631505186839841] Predicted: -0.21333727372464784 Movie Vector: [-0.964374060621128, 0.22353663680331498] User Vector: [0.333357832023889, 0.2796923043969064] Predicted: -0.25896016904408026 Movie Vector: [-0.6984643966489749, -0.14011778319053445] User Vector: [-0.48694357626629503, 0.5955408135782576] Predicted: 0.256666892600859 Movie Vector: [-0.5836892891542448, 0.6309847217632587] User Vector: [-2.319711166936463, 0.7943642266220907] Predicted: 1.855222252586134 Movie Vector: [1.4145441276214683, 1.214237906818558] User Vector: [-0.6658731921836052, -0.603559202159279] Predicted: -1.674771476014842 Movie Vector: [0.12818137118713063, 0.3378673686116107] User Vector: [-0.22658539601214564, -0.641438188424426] Predicted: -0.2457650596017752 Movie Vector: [1.0303402172681924, -0.009565784936580083] User Vector: [0.5622417662046164, 0.31947490633301096] Predicted: 0.576244275301901 Movie Vector: [-2.016689328779856, 0.7825295280979929] User Vector: [0.963404090808563, 0.458394325614322] Predicted: -1.5841796539307154 Movie Vector: [-0.058808506635826804, -0.5151239126718801] User Vector: [-0.2269271055760796, 0.10594198195036032] Predicted: -0.04122800406436346 Movie Vector: [-0.2767032595983557, 1.3584667757535132] User Vector: [0.1256114666205779, 0.27142086544041943] Predicted: 0.3339591256902308 Movie Vector: [-0.8843035656479451, 0.5888275556929256] User Vector: [-0.6835499334429725, 0.2647355999639838] Predicted: 0.7603492596737289 Movie Vector: [0.3106459448898117, -1.8479365995572754] User Vector: [-0.6258715480234982, -1.0478392528212706] Predicted: 1.7419160473257662 Movie Vector: [0.29959531690011987, -0.7926755853619646] User Vector: [-0.059415935335111615, 0.7825813282414248] Predicted: -0.6381338484327549 Movie Vector: [0.7241118062208256, 1.3299408144390428] User Vector: [0.9452868369386604, 1.7558229290494096] Predicted: 3.019633935163142 Movie Vector: [0.6398397339976892, -0.6239150882611504] User Vector: [0.3367350445886929, 0.6726485914664282] Predicted: -0.20421914395618576 Movie Vector: [0.08504073733368624, 0.7472558133969324] User Vector: [0.049371105253752906, 0.7908778381430899] Predicted: 0.5951866174329803 Movie Vector: [-0.6340925377877733, 0.7350625832000408] User Vector: [0.36872706326035143, -0.945842099591774] Predicted: -0.9290602163190688 Movie Vector: [0.9583594100611375, -0.03422143158013953] User Vector: [-0.7076799792555422, -0.8674855057726627] Predicted: -0.6485251715488575 Movie Vector: [0.10528278074502577, 0.2730439923960081] User Vector: [-0.39124652797953674, 0.09295104899933515] Predicted: -0.015811796906346716 Movie Vector: [-0.15007313268371505, 0.16940666857714745] User Vector: [-0.7271615379177401, 0.1821242836448498] Predicted: 0.13998047812169678 Movie Vector: [-0.42523333731953455, 0.04397758162376546] User Vector: [-0.6738526831511127, -0.8960189340058027] Predicted: 0.24713987951139108 Movie Vector: [-0.36796227364277145, 0.9578029496028634] User Vector: [-0.6311170120935724, -0.6895522423831091] Predicted: -0.4282279209552271 Movie Vector: [0.24347168038146766, 0.3548564796776049] User Vector: [-0.5158075044264611, -0.2452836426850749] Predicted: -0.212625009821807 Movie Vector: [0.572861838948525, 0.3886293896988874] User Vector: [0.34126567164021104, -1.0219517803191835] Predicted: -0.2016624164613209 Movie Vector: [-0.442261976533137, 0.8915372663839869] User Vector: [0.048661510619611506, -0.9316882857406286] Predicted: -0.8521559632589005 Movie Vector: [0.7784787421309628, -0.25472204876912] User Vector: [0.20494043477168528, -0.24195046896627467] Predicted: 0.22117189102857307 Movie Vector: [-0.022983432179116692, -0.6211590512356131] User Vector: [-0.5092099541572837, 0.7645326398375217] Predicted: -0.4631929767538287 Movie Vector: [-0.12234240492994909, -0.5670183777809598] User Vector: [-0.21834549227345648, -0.08097777307408266] Predicted: 0.07262879815512932 Movie Vector: [-0.2981259656426069, -1.226788518017454] User Vector: [-0.24671339206146442, -0.8520252288498875] Predicted: 1.118806436059523 Movie Vector: [2.608679555517709, 0.17985404836889687] User Vector: [0.13731483308757625, 0.7570484230342873] Predicted: 0.49436862143889265
avg loss: 14.735979081732536: 18%|███████▉ | 12318/70000 [00:20<01:27, 659.74it/s]
Movie Vector: [-0.6906173276063841, -0.5407644218526387] User Vector: [0.27887739055695365, 0.6923443381218932] Predicted: -0.5669927439237186 Movie Vector: [0.4296621847042966, -0.11189513146278832] User Vector: [0.3445365546808364, 0.5645161379878547] Predicted: 0.08486772132164297 Movie Vector: [-0.6344339184230895, 0.04283942594359502] User Vector: [-0.578361706981475, 0.3659930218147688] Predicted: 0.38261121498003026 Movie Vector: [-0.07404597587511291, -0.048016431363758244] User Vector: [-0.051019947667570786, 0.16174577071602977] Predicted: -0.003988632883821952 Movie Vector: [0.5293977076361553, -0.44383922689735683] User Vector: [0.8995815271723071, -0.3523181409155108] Predicted: 0.6326090096027055 Movie Vector: [-1.3149166107177734, -0.3534984588623047] User Vector: [0.6456107874378025, 0.7140401539301868] Predicted: -1.101336442440672 Movie Vector: [0.26913369315435137, 0.05613738377507188] User Vector: [0.11647518371185264, 0.21820057890915517] Predicted: 0.04359660599136855 Movie Vector: [-1.306741210516698, 0.8208543371405164] User Vector: [-0.04665810372084425, -0.281747757742393] Predicted: -0.17030380198586914 Movie Vector: [0.6658276542742028, 0.13141313893669998] User Vector: [0.887100693758057, -0.8996314995204362] Predicted: 0.47243277479163415 Movie Vector: [0.24564127837938066, 0.37061257153684946] User Vector: [-0.33158790878991556, 0.9284977616638665] Predicted: 0.262661265306154 Movie Vector: [1.93959670205658, 0.5864948700209992] User Vector: [-0.05631177878719615, -0.014571265260946598] Predicted: -0.11776811274784571 Movie Vector: [-0.6013835352565775, -0.7612881612226119] User Vector: [0.604011158612153, -0.6625890745441616] Predicted: 0.14117885230531896 Movie Vector: [1.0786747852620464, 0.3303600168583658] User Vector: [0.16948952425232178, 0.6175336215485536] Predicted: 0.38683249380242746 Movie Vector: [-0.012609866217614507, -0.1045608329321073] User Vector: [-0.5127917768979823, 0.6677289249716406] Predicted: -0.06335205686371893 Movie Vector: [1.165010193714364, -0.712554612648241] User Vector: [-0.7267950548605048, 0.09762467035224909] Predicted: -0.9162865568214376 Movie Vector: [-0.856162433354338, -0.9065443643063014] User Vector: [-0.40962191692811045, 0.676996949953609] Predicted: -0.26302487248055995 Movie Vector: [1.2507093228092432, -0.5147838997182124] User Vector: [0.06581558233087559, -0.5734841456135314] Predicted: 0.3775365673128463 Movie Vector: [-0.35826540712356536, -0.8010299733799843] User Vector: [-0.44606836243834636, 0.15226515114084] Predicted: 0.03784191350886992 Movie Vector: [0.2265609842220746, -0.9373716542325707] User Vector: [0.06949624590312027, 0.42571337551313804] Predicted: -0.38330651316213155 Movie Vector: [0.4615585401953374, 0.8164825865519131] User Vector: [0.17813905766446914, -0.23642492795058992] Predicted: -0.11081523329106195 Movie Vector: [0.9533337102909181, -0.9819544931777163] User Vector: [-0.3046485321690279, -0.2934856834173326] Predicted: -0.0022421299923989224 Movie Vector: [-1.020822525024414, 1.0058116912841797] User Vector: [0.16439124927856055, 0.22819517501558584] Predicted: 0.0617070847448577 Movie Vector: [1.0369249970832117, -0.6953499343630823] User Vector: [0.26842196615074027, -1.0807631072540065] Predicted: 1.0298420021590406 Movie Vector: [-1.1985745153323992, 2.680937727227639] User Vector: [0.4189434233016636, 0.2890904156688837] Predicted: 0.272898491411143 Movie Vector: [0.7142581854998761, 1.3120650700417658] User Vector: [0.5039254484431019, 0.05571036953712817] Predicted: 0.43302850634096607 Movie Vector: [-1.1195423339405803, 1.4373869432885547] User Vector: [0.2969737088152943, -0.4287703471203682] Predicted: -0.9487835377061835 Movie Vector: [-0.2842967143150186, -0.045110401805728284] User Vector: [0.661264554139923, 0.41318898549273686] Predicted: -0.2066344611922444 Movie Vector: [0.9619590359842881, -0.2862174644057442] User Vector: [0.28455621087874106, -1.4569345150255284] Predicted: 0.6907315209960749 Movie Vector: [0.6535750865162213, -0.6550277273563923] User Vector: [-0.6203635017036266, 0.2727654112167067] Predicted: -0.5841230367081649 Movie Vector: [0.1539068650178187, -0.10068189105704789] User Vector: [0.0055305200538536825, 0.25370639913258813] Predicted: -0.02469245503453635 Movie Vector: [1.3139791124979079, -0.8734197388790537] User Vector: [0.04765693857663064, -0.1086710892186587] Predicted: 0.15753569622435165 Movie Vector: [0.2672282574403542, 0.25554524954136887] User Vector: [0.6733090657103206, 0.6998953794620498] Predicted: 0.3587821477460425 Movie Vector: [-1.411771223949835, -0.10640347505779739] User Vector: [-0.2361132158721647, 0.11721575986899709] Predicted: 0.320865679580976 Movie Vector: [0.25985506280715587, -0.43392734781676034] User Vector: [0.7209852609812559, 0.3180011153408078] Predicted: 0.049362289692709505 Movie Vector: [0.13431067237580496, -0.04697458630507653] User Vector: [0.029433447978014518, -0.19462651835766276] Predicted: 0.013095726372114 Movie Vector: [-0.0028698376766163325, 0.2552148465704348] User Vector: [-1.49948432208028, -0.3336732271854913] Predicted: -0.0808550848778055 Movie Vector: [-1.2405642681253506, -1.7416279379773703] User Vector: [0.16103680006074278, -0.052309033630559304] Predicted: -0.10867362562902387 Movie Vector: [0.9310726997605118, -0.7908213941811622] User Vector: [-0.5314883819752719, -0.29174133825177545] Predicted: -0.2641390308405155 Movie Vector: [-0.12561443014690793, 0.5621582971093518] User Vector: [-0.4583439288160962, -0.06078207685959766] Predicted: 0.023405462607367693 Movie Vector: [0.13314473448420724, -0.8684844940548958] User Vector: [-0.7966784096910623, 0.034623308442082286] Predicted: -0.13614334184244542 Movie Vector: [0.4114091587735203, -0.7263600871972637] User Vector: [0.6264020997751274, -1.3801490680695023] Predicted: 1.260192758350638 Movie Vector: [1.30207160731574, -0.03517314674478253] User Vector: [1.1890842613337087, -1.3869744132643802] Predicted: 1.597057109957638 Movie Vector: [-0.2381089698437629, -0.6623813731324631] User Vector: [0.6980699294644428, -2.089221160967613] Predicted: 1.2176444695954394 Movie Vector: [0.23638299548576902, 0.5538279858077332] User Vector: [-0.3722492283218756, -0.1171657140561276] Predicted: -0.1528830390794209 Movie Vector: [-0.37132377608137807, -0.4770165024572863] User Vector: [0.06240075807792248, 0.9053698348575594] Predicted: -0.4550472371739186 Movie Vector: [-0.48576855242295774, -0.3698839997599379] User Vector: [-0.573104917237097, -0.8535846997171889] Predicted: 0.5941236688980229 Movie Vector: [-0.7421087862195972, -0.05639344103105835] User Vector: [0.758004182232261, -0.4922266731524467] Predicted: -0.534763207759425 Movie Vector: [0.179448270535297, 0.43619458801074057] User Vector: [1.2168506850179914, -0.0743803694892827] Predicted: 0.18591743630070567 Movie Vector: [-0.7309492360286451, 0.24735322307258942] User Vector: [-0.11579756364632895, -0.38703628560517783] Predicted: -0.011092532009221417 Movie Vector: [0.6517519882356121, -1.2294140204319848] User Vector: [0.03013727323973224, -0.3235169551748075] Predicted: 0.41737830829336964 Movie Vector: [0.6516138503646928, 0.1511235863359485] User Vector: [-1.724241221071668, 0.9862497046639571] Predicted: -0.9744938686284419 Movie Vector: [0.767962979145476, 0.005019764005381566] User Vector: [-0.1307025772587181, 0.32984450681726163] Predicted: -0.09871899903090275 Movie Vector: [-1.1476768120512157, 0.4102238920025375] User Vector: [-0.260643629546353, 0.7547598514144938] Predicted: 0.6087551736137271 Movie Vector: [-0.16093097585828275, -0.5813297176091904] User Vector: [0.2389178054196464, 0.09609190330248953] Predicted: -0.09431035458746888 Movie Vector: [-1.421518325805664, 0.9526729583740234] User Vector: [-0.17498991092813831, 0.8266577866836613] Predicted: 1.0362858844182954 Movie Vector: [0.6565121183866484, 1.1920735827340574] User Vector: [0.23674519674719224, 0.3957141898536316] Predicted: 0.6271465226718866 Movie Vector: [-0.6830870559238156, -0.2496728972633411] User Vector: [0.7330262331037327, 1.3094530896871184] Predicted: -0.8276556782183698 Movie Vector: [0.4237394113628354, 0.20783425100082853] User Vector: [-1.2066916873889275, 0.20736805326006447] Predicted: -0.4682246412798053 Movie Vector: [-2.0794309674238405, 0.1318358333835983] User Vector: [0.45663409249533804, 0.6550346717375387] Predicted: -0.8631820308726181 Movie Vector: [-0.6323329154406037, 1.8923060663234956] User Vector: [0.35333195664198347, -0.4780480037774913] Predicted: -1.1280365638037426 Movie Vector: [0.4516028618737653, 0.03496748687942809] User Vector: [-0.21363146000046998, -0.6072935055200863] Predicted: -0.11771210640871857 Movie Vector: [-0.790179231608424, -0.5658685571292246] User Vector: [0.11305906314360303, -0.6641365279384859] Predicted: 0.28647705516018346 Movie Vector: [-0.5358863119291538, 0.5147937383148699] User Vector: [0.3697418973483675, 0.04013025152462288] Predicted: -0.17748081953382783 Movie Vector: [0.45956050947107363, 0.33426573322016634] User Vector: [-0.7161717811331074, 1.9571496136985105] Predicted: 0.32508378203816085 Movie Vector: [0.49036296309299743, -0.012438140547589016] User Vector: [1.0499267514654673, -0.45474023021643767] Predicted: 0.5205013157752867 Movie Vector: [0.4077763646214999, -0.37222178052928384] User Vector: [-0.3531960844593146, 0.4642192713480661] Predicted: -0.31681753905655147 Movie Vector: [-1.1659571559919435, -0.38113624104704524] User Vector: [0.8949258823701394, -0.866918563914268] Predicted: -0.7130311538876815 Movie Vector: [0.603943833331462, -0.6044296556388515] User Vector: [-0.8059277939695803, -0.1741289283960055] Predicted: -0.38148643305119717 Movie Vector: [0.1500659424139102, 0.526659630875268] User Vector: [0.9393945900538634, 0.30082207415839235] Predicted: 0.29940197699035326 Movie Vector: [-1.5070798865493322, -0.03557730121995516] User Vector: [1.030660032359859, -0.9283513596146619] Predicted: -1.5202587686808615 Movie Vector: [-0.2968069643948529, -1.2222333443781936] User Vector: [-0.8229433548371498, 0.44134696490794334] Predicted: -0.2951736579324702 Movie Vector: [-0.28139644186394847, 0.9711331935836294] User Vector: [2.033872604370117, -0.03331184387207031] Predicted: -0.604674751397956 Movie Vector: [-0.12216564053674192, 0.32394340260796806] User Vector: [-0.19209560615768917, -0.8821565630569433] Predicted: -0.2623013158990689 Movie Vector: [0.7322414606791793, -1.6278370686918318] User Vector: [-0.42710468255267325, -0.04175695849454004] Predicted: -0.2447702317020481 Movie Vector: [0.02775137760348194, -0.830890300985073] User Vector: [-0.8618348401217131, -0.09032965727550989] Predicted: 0.05113693204147276 Movie Vector: [0.23587925543875882, 0.15276781731248612] User Vector: [0.33191832057371456, 0.5376250763167765] Predicted: 0.16042445576478376 Movie Vector: [0.717516605165808, -1.0763134199914561] User Vector: [-0.5763627515292307, -0.5213269646255377] Predicted: 0.1475613634085997 Movie Vector: [-0.6212588699529169, -1.8489013218885724] User Vector: [-0.12535004201172778, -0.020599077315132774] Predicted: 0.11596048672639056 Movie Vector: [0.22188284462554003, 0.5109673857365401] User Vector: [0.2372559676065729, 0.6641971581682679] Predicted: 0.3920261145198104 Movie Vector: [-0.1402877750728218, 0.23376062927004548] User Vector: [0.16495943377461378, -1.6377567476258577] Predicted: -0.4059848398577966 Movie Vector: [-1.0690003028567467, 0.19850298308746456] User Vector: [0.20327095215392654, -0.47263615941865667] Predicted: -0.31111639697413257 Movie Vector: [1.589588158167484, 1.4610252523376765] User Vector: [0.9632558691582542, -2.0095604677697168] Predicted: -1.4048384666117812 Movie Vector: [-1.126155521328291, -0.6181260464563096] User Vector: [-1.3735706833148948, -0.23353380864094603] Predicted: 1.6912075387988548 Movie Vector: [0.1244331933273901, 0.3737778618378743] User Vector: [0.22667696324627953, -0.294630065476979] Predicted: -0.08192005751664813 Movie Vector: [-1.2172988606967254, 0.6830144232202416] User Vector: [0.6847647625773479, 0.20339368571988364] Predicted: -0.6946425443920639 Movie Vector: [-0.830895245720349, 0.0625139989975859] User Vector: [-0.8383631362764863, -0.7448465404157583] Predicted: 0.6500286082384276 Movie Vector: [-0.22747273403866128, 0.6408863141727555] User Vector: [-1.3322104619989537, 0.18526650534012246] Predicted: 0.4217763238529083 Movie Vector: [1.9654454245984896, 0.35571046099143966] User Vector: [-0.38409223005412824, 0.5792930420300186] Predicted: -0.5488517211540854 Movie Vector: [-0.22585978222900574, -0.7754349078754802] User Vector: [-0.04469343807301629, 0.4312527502530074] Predicted: -0.32431398647325127 Movie Vector: [-0.07894987796280963, -1.0202226278548698] User Vector: [0.09326805040216793, 0.717063261960118] Predicted: -0.7389276666522169 Movie Vector: [0.6844836402112222, 1.0247027317046031] User Vector: [-0.8397382868571933, -0.17552787653579932] Predicted: -0.754651013989289 Movie Vector: [-0.5383491967710532, -0.0944650781689832] User Vector: [-0.1128069902540231, 1.0964411620982606] Predicted: -0.04284584749188959 Movie Vector: [0.29283519655866064, 0.21448962990942816] User Vector: [0.4188114029125599, -0.6732173708610336] Predicted: -0.021755425231673453 Movie Vector: [-0.13592814591802682, 0.4241788662766845] User Vector: [0.9341131765087778, 0.19521865129915814] Predicted: -0.04416464597629639 Movie Vector: [-0.10530225942915808, -0.17493752802602267] User Vector: [-0.4507000011070267, -1.3811104228766782] Predicted: 0.2890677717503149 Movie Vector: [-0.9610433644530458, -0.29492624555233726] User Vector: [-1.4060849735726693, -0.7849186265355231] Predicted: 1.582801737297369 Movie Vector: [0.18804776321488326, 0.41627901294126257] User Vector: [-0.2528851939698144, 0.25296443678788894] Predicted: 0.05774929097911933 Movie Vector: [0.5168271986750728, -0.9586272037667511] User Vector: [-1.1135473865382952, 0.5644492964305761] Predicted: -1.1166080270818886 Movie Vector: [0.12019514643355794, -0.47549590173664275] User Vector: [-0.06264128518002421, 0.3485387221031419] Predicted: -0.17325791240156987 Movie Vector: [-0.052692539001291686, -1.5188904402453502] User Vector: [-0.4063178291120436, 0.10438764578623333] Predicted: -0.1371434792070211 Movie Vector: [-0.12936338761527538, 0.0516991786825913] User Vector: [0.42899344720195826, 0.582686361316001] Predicted: -0.025371639285215204 Movie Vector: [-1.0570791993338302, 0.006341208293800582] User Vector: [1.082382752380405, 0.05153573450274826] Predicted: -1.14383749443197 Movie Vector: [0.09115720609165273, 0.6637118148598145] User Vector: [-0.9035129697483186, -0.3987234895500515] Predicted: -0.3469992088663316 Movie Vector: [-0.593821014107696, 0.37528901417318256] User Vector: [0.8564241027903805, -0.7610979271238348] Predicted: -0.7941943199848143 Movie Vector: [0.6175985091950578, -1.1666905263283713] User Vector: [-0.1388765125073357, 0.27010136102977056] Predicted: -0.40089462614857174 Movie Vector: [1.0706710708562208, 0.40830586331316676] User Vector: [0.2635212421785451, -0.08538652049743775] Predicted: 0.24728075358965068 Movie Vector: [-0.571094349205187, -1.6144695016297044] User Vector: [0.5372875405943153, 0.8339934410749343] Predicted: -1.6532988535064574 Movie Vector: [1.2414836883544922, 0.028276443481445312] User Vector: [-0.3895785675923152, 0.2885262791115656] Predicted: -0.4754969399741574 Movie Vector: [-1.8604663519055846, -0.06416375053190226] User Vector: [-0.27802233632824425, 0.04445907239399542] Predicted: 0.514398540986908 Movie Vector: [0.2186679233886615, 0.055784112454626666] User Vector: [1.2089394138155516, 0.34081535089785053] Predicted: 0.2833683529825011 Movie Vector: [1.0607225128365751, -0.7911672679418391] User Vector: [0.37245429906198113, -0.6997441636246841] Predicted: 0.9486853382109984 Movie Vector: [0.17637120620938113, -0.17456323475274638] User Vector: [-0.5214819356513472, -0.02795089192094452] Predicted: -0.08709519989928649 Movie Vector: [0.7707104613272678, 2.858582948562877] User Vector: [0.9501560012998902, -0.6511232080365352] Predicted: -1.1289945298120878 Movie Vector: [-0.7474481718957049, 0.49934149355688184] User Vector: [-0.4555095514989141, 0.6103736357244678] Predicted: 0.6452546644392957 Movie Vector: [0.17690732933708878, -0.27334195384022986] User Vector: [1.2495068029924852, -0.0742544454642873] Predicted: 0.24134376671045557 Movie Vector: [0.2543596624010288, -0.05461490777580269] User Vector: [0.49250819740503643, 0.0019388205771428968] Predicted: 0.12516833031466984 Movie Vector: [-1.073800825764745, 0.35216091395192156] User Vector: [1.4877495338556141, -0.7852298368952916] Predicted: -1.8740739350086368 Movie Vector: [-1.593855201187546, -1.550499445529941] User Vector: [0.002608153806270108, 0.6045094644778134] Predicted: -0.9414486090000719 Movie Vector: [0.2866564581261593, 0.27574059308231946] User Vector: [0.770752851369114, -0.2157737450333075] Predicted: 0.1614437020370309 Movie Vector: [-1.1573033247821194, -0.9115814166470605] User Vector: [-0.31553880746644347, -0.3503232629894839] Predicted: 0.6845222873390746 Movie Vector: [0.35042472103375133, 0.2578885450783475] User Vector: [-1.4702333952807085, -0.5440667126222049] Predicted: -0.6555147003394471 Movie Vector: [-0.051654775104007095, 0.1572479905873791] User Vector: [-0.5968521129286453, -0.5253679896260932] Predicted: -0.05178279902395357 Movie Vector: [0.8857819760214647, -0.08798379762997778] User Vector: [1.1261213934401693, -0.0564359195709731] Predicted: 1.0024634796480727 Movie Vector: [-0.00796640209093813, 0.4509213635200877] User Vector: [-0.30132975641327386, 0.9741499083073206] Predicted: 0.441665518928458 Movie Vector: [0.7771281296509644, 1.1182089349199271]
avg loss: 14.738369731871698: 18%|████████ | 12448/70000 [00:20<01:34, 609.39it/s]
User Vector: [-0.058488434725116556, -0.8321894506187498] Predicted: -0.9760146871121338 Movie Vector: [0.7798082223628179, 0.13246498848649774] User Vector: [0.29993732424138353, -0.3233601121642162] Predicted: 0.19105969810210788 Movie Vector: [-0.8508414002023172, -0.547164168942431] User Vector: [0.3526041269653442, -0.10358588221682125] Predicted: -0.24333170594697356 Movie Vector: [0.5109686788599134, 1.132471337670953] User Vector: [0.8411341920174533, -1.45883932994445] Predicted: -1.2223005005901293 Movie Vector: [-0.01410424018704206, -1.087846470548455] User Vector: [0.3551016014182925, 1.234802716584484] Predicted: -1.3482842153372818 Movie Vector: [0.6373865805436848, 0.1954040522927591] User Vector: [0.07978556422421557, 0.17476597610205136] Predicted: 0.08500422789086165 Movie Vector: [0.5103086853960785, 0.2736511118141498] User Vector: [-1.0314677751588583, -0.37241758624275145] Predicted: -0.6282794509042059 Movie Vector: [-1.2591775461020862, 0.7420732532079852] User Vector: [0.1175210230017071, 0.7467600188308248] Predicted: 0.40617080318075005 Movie Vector: [-0.6458534143211375, -0.4296329964856529] User Vector: [0.000933327567030795, 1.0815428952178805] Predicted: -0.46526930769607344 Movie Vector: [1.1109829544729464, -1.290567699315979] User Vector: [-1.0515669708556339, 0.39867000128377045] Predicted: -1.6827836064504527 Movie Vector: [-0.7522657187121049, 0.3519828606153982] User Vector: [-0.7105378283986475, -1.0650112162637668] Predicted: 0.15964755566444178 Movie Vector: [-1.9165857347918336, -0.05518959493204291] User Vector: [0.4662818070692251, -0.6409799969540058] Predicted: -0.8582936334304011 Movie Vector: [-0.1253956720841639, -0.8469417761251206] User Vector: [-0.5731689989312965, 0.5782432746679691] Predicted: -0.4178654742408983 Movie Vector: [-0.7782490006910491, 0.22208728249054882] User Vector: [-0.8586603589044948, -1.2264333944513617] Predicted: 0.3958763065210783 Movie Vector: [0.17059852092905875, 0.603656873069397] User Vector: [-0.9194672609842576, -0.8109236188191941] Predicted: -0.6463793708011214 Movie Vector: [-0.7791293311124805, -1.6315073828240296] User Vector: [0.1726700490703064, 0.47793280721837794] Predicted: -0.9142832033059043 Movie Vector: [1.1400715603879819, 0.17037317812182814] User Vector: [-0.9148387036690611, -1.210401898217507] Predicted: -1.2492016065993152 Movie Vector: [-0.4996565468947186, 0.5187259666988769] User Vector: [-0.5243530257870825, 0.07986177318460873] Predicted: 0.30342279771604364 Movie Vector: [-0.5423356720552147, 0.056498427812385316] User Vector: [-0.6885108983349404, 0.6930638630082192] Predicted: 0.4125610393993623 Movie Vector: [-1.1980372060906301, 0.39142680704191923] User Vector: [-0.590586038226302, 0.5214860107098838] Predicted: 0.9116676512819708 Movie Vector: [-0.14054717358766172, -0.39276936060636686] User Vector: [-0.7535537694079987, -0.4013075822093737] Predicted: 0.2635311749074855 Movie Vector: [-0.3046334260328308, 1.5892451363015798] User Vector: [-0.4677525835510283, -1.1097235536081782] Predicted: -1.621129688148245 Movie Vector: [0.04855220626153296, -0.2507521117822391] User Vector: [-0.32485411886647453, 1.3154435064647183] Predicted: -0.34562262136037525 Movie Vector: [-0.6443329873089191, 0.4735059342201263] User Vector: [0.228423886914962, -0.18344445260383135] Predicted: -0.23404308233630902 Movie Vector: [0.2905019999671792, 1.3568809856952564] User Vector: [-0.7922495418449934, -1.0342693337753532] Predicted: -1.6335304694665296 Movie Vector: [-1.0013675689697266, 0.48499107360839844] User Vector: [0.09914466023716706, -0.13919939685279703] Predicted: -0.16679071232330106 Movie Vector: [0.5718251880766276, -1.040440313390849] User Vector: [-0.30743978386793097, 0.8818725504604402] Predicted: -1.0933375650043653 Movie Vector: [-0.19713109412993907, 1.2085734971704023] User Vector: [0.5523123287424149, 0.555627052449742] Predicted: 0.5626381962352204 Movie Vector: [0.0794518991236908, 0.6009063020356143] User Vector: [0.18041026226047674, 0.3684667097866103] Predicted: 0.2357479059590999 Movie Vector: [1.7178612231198582, 0.5911952596135257] User Vector: [0.2680530201510914, -0.3558346283828688] Predicted: 0.2501101435514333 Movie Vector: [-1.066956469738566, 0.6362280257627909] User Vector: [0.4304922465894577, -0.7857722556284967] Predicted: -0.9592468185686056 Movie Vector: [1.0536002981981154, -0.5397314716807852] User Vector: [-0.3109300557041006, -0.47907605779075] Predicted: -0.0690235736901666 Movie Vector: [0.6883935134317306, -0.5269259810342152] User Vector: [0.18251054689018387, 0.3626242119676635] Predicted: -0.06543704202573997 Movie Vector: [1.07569638844881, -0.08187486942300377] User Vector: [-0.7412050119264088, -0.23890377450470346] Predicted: -0.7777513390871598 Movie Vector: [-0.31263011933416623, -1.4649619413754675] User Vector: [0.5176722217775351, -0.218806935515274] Predicted: 0.15870390456857875 Movie Vector: [-0.7474877706493344, 0.17993384130681245] User Vector: [0.31338157327998256, 0.6450312820324929] Predicted: -0.11818593723447081 Movie Vector: [0.537439681201338, -0.7235391551754937] User Vector: [0.01879577833357824, 0.2952286649391979] Predicted: -0.20350790169816688 Movie Vector: [0.0849655162368344, -0.6906620490494559] User Vector: [0.4275995266473402, 0.34768657135562553] Predicted: -0.20380270527523892 Movie Vector: [0.2854860477426468, 0.8964289482369066] User Vector: [0.13295038991517782, -0.6989966174732238] Predicted: -0.5886453212599494 Movie Vector: [-0.552306032368919, 0.5252675133192528] User Vector: [-0.7760627237193888, 0.7021846727598268] Predicted: 0.7974589207583196 Movie Vector: [0.28987071970134226, 0.09498541176875921] User Vector: [0.6563344984452206, 1.231487827805412] Predicted: 0.3072255318414475 Movie Vector: [-0.5324899454534987, -1.371767976179182] User Vector: [-0.8766966971054639, 0.3608808964862614] Predicted: -0.02821268059373666 Movie Vector: [0.08965971296396902, 1.0946845344496328] User Vector: [1.8538480354239686, -1.1443240267260455] Predicted: -1.0864583317211993 Movie Vector: [-0.7331744504206071, -1.5043090339922074] User Vector: [-0.7715144389842579, 0.48241244236830927] Predicted: -0.1600427203710464 Movie Vector: [1.2255830740135234, -1.2744751933115634] User Vector: [-0.8856812561239891, -0.2688915265150632] Predicted: -0.7427803762414706 Movie Vector: [0.05792466008000578, 0.3931487842497815] User Vector: [0.44957941427428316, -0.9484717527908283] Predicted: -0.3468487817541675 Movie Vector: [-1.0726362002683987, 0.725983152481099] User Vector: [-0.03236583369439414, 0.2020437030204518] Predicted: 0.18139708933021637 Movie Vector: [-0.32208640821185347, 0.6540439535033721] User Vector: [0.19029339079424523, 0.4432142524542047] Predicted: 0.22859068717681663 Movie Vector: [1.1118638996974128, -0.8872485511104568] User Vector: [-0.3365391954176903, 1.6759464045003176] Predicted: -1.861166801349829 Movie Vector: [-1.7520179163161764, 0.13937663200411518] User Vector: [-0.12014730290979905, 0.26145608135942267] Predicted: 0.24694109533190486 Movie Vector: [0.5721524553016129, 0.2630244305008304] User Vector: [0.12045671593129684, 0.1583655499206287] Predicted: 0.11057361435648458 Movie Vector: [0.6306938699348585, 0.05099584418890754] User Vector: [0.7001102963768029, -0.9306012470740176] Predicted: 0.39409847600533693 Movie Vector: [1.0628706290463492, 1.0965234937760409] User Vector: [-0.07059744200750495, -0.6021920776943075] Predicted: -0.735353708553195 Movie Vector: [0.5605294273454656, -0.3455172443919393] User Vector: [-0.052122231660822665, -0.6869558802328265] Predicted: 0.2081390580920767 Movie Vector: [0.8831618734519261, -0.4440420938239839] User Vector: [0.07287910665078663, 0.4535889880287757] Predicted: -0.13704855561458806 Movie Vector: [1.284447942363688, -0.07288454936076683] User Vector: [-1.8214592276649577, 0.3520373557802627] Predicted: -2.3652276411078077 Movie Vector: [-0.7489825294580152, 0.3638615764013884] User Vector: [-1.0105419158935547, 1.2699222564697266] Predicted: 1.2189541544355864 Movie Vector: [0.03032297246343056, -0.6608533917033637] User Vector: [-0.24511952430509834, -0.8454664621267897] Predicted: 0.5512966264821797 Movie Vector: [1.2184672459547405, 0.6572131265743227] User Vector: [0.2887473242334938, -0.252896336244628] Predicted: 0.1856223650930625 Movie Vector: [-0.6647677888584999, -0.5253404441836877] User Vector: [0.174858360139555, 0.6783763277030962] Predicted: -0.4726187267526387 Movie Vector: [-0.30910399982648207, 0.20923740940364066] User Vector: [0.06575043928967766, -0.07956076700671202] Predicted: -0.03697081255343872 Movie Vector: [1.0216727860887016, -1.31613473349894] User Vector: [0.059574198950927665, -0.20516811779151373] Predicted: 0.3308942238532099 Movie Vector: [-0.5238411343801339, 0.03479859170714614] User Vector: [0.42244260656472166, 1.0196824064770866] Predicted: -0.18580930249940802 Movie Vector: [-1.3482651889268327, 0.7258653976105538] User Vector: [0.13521140971969453, -0.5217205953707624] Predicted: -0.5609997642712007 Movie Vector: [0.2005331911747409, 0.6638768627241132] User Vector: [-0.636131990156805, 0.876495875736365] Predicted: 0.45431975417999915 Movie Vector: [0.25242749340457415, -0.7929654263824298] User Vector: [-0.5170140885716601, -0.7767894643333622] Predicted: 0.48545861836148907 Movie Vector: [0.5492901154709399, -0.4936481117005139] User Vector: [0.6158478279449846, -1.2914578214299424] Predicted: 0.9758048394141786 Movie Vector: [-0.24182056843514094, 0.8854765742095247] User Vector: [-0.3940770734551274, -0.8904801609880729] Predicted: -0.6932033804430893 Movie Vector: [-1.5932752385776336, -1.416077585173234] User Vector: [0.6753258653503578, 0.755527726190975] Predicted: -2.145865857269678 Movie Vector: [-1.0934230980485926, 0.8590819907118454] User Vector: [0.1501248935879007, 0.5247823101222769] Predicted: 0.286681005429109 Movie Vector: [-0.1914150010761066, -0.07671804336314239] User Vector: [0.5306907377799146, 0.6881849420067921] Predicted: -0.15437837036596086 Movie Vector: [0.8614489178782555, 1.0720139514398006] User Vector: [0.013818206100685126, 0.17502615461774518] Predicted: 0.1995341583095364 Movie Vector: [-0.07624976286830384, 0.7298925494119158] User Vector: [0.5830866664766258, 0.9227973837518095] Predicted: 0.6290827149667417 Movie Vector: [0.04891215717313713, 0.5858743272125861] User Vector: [-0.436115870393777, -0.8468061712420626] Predicted: -0.5174533638543094 Movie Vector: [-0.33419908444893964, 0.699877512018116] User Vector: [1.3857567522419378, 0.21170673478144525] Predicted: -0.31494985505187467 Movie Vector: [1.735500916052976, -0.6281669768454525] User Vector: [-0.48207036579977214, 1.150533542514608] Predicted: -1.559360738608188 Movie Vector: [0.9687405068678872, -1.3491860673348814] User Vector: [0.4472298635234209, 0.09267117304400063] Predicted: 0.3082190291615893 Movie Vector: [0.7607544333450501, 0.10879182078380471] User Vector: [-0.7994474183322334, -1.19315773504962] Predicted: -0.7379889702008301 Movie Vector: [-0.8978767397388046, -0.8376016221710691] User Vector: [0.07996322093217353, 0.49552962812410767] Predicted: -0.48685353646017293 Movie Vector: [-0.03201908544804366, -1.1545444559941338] User Vector: [-0.12890703827795214, 0.08407736645198016] Predicted: -0.09294357183824489 Movie Vector: [-1.4546416215071167, 1.2889624401689828] User Vector: [0.48661822560657597, -0.05500215473367473] Predicted: -0.778750836331335 Movie Vector: [-0.7768885965994888, 0.047898822582024436] User Vector: [0.5212720887585701, 0.6806132902022579] Predicted: -0.37236976624776386 Movie Vector: [0.27951714037508024, -0.8939709378895779] User Vector: [-0.24491172774995876, 0.2706152005671377] Predicted: -0.310379150443169 Movie Vector: [-0.5508598430783449, -0.816711717502348] User Vector: [0.0334047709825392, 0.23547178500427218] Predicted: -0.21071391285569235 Movie Vector: [0.8805702571377374, 1.1924819590332092] User Vector: [0.13632844050183554, 0.4718269681821392] Predicted: 0.6826919172504251 Movie Vector: [-0.6505022498439811, 0.05300762536147535] User Vector: [0.14345762219442026, -1.601928415450635] Predicted: -0.17823392729684734 Movie Vector: [1.3455066383421839, -0.002440590416387417] User Vector: [-0.3290325663567306, 0.44216260374217425] Predicted: -0.4437946400769242 Movie Vector: [-0.6295744239344755, -0.38880510416551284] User Vector: [-0.4758479459092974, 1.3036308342324594] Predicted: -0.20727662587087642 Movie Vector: [-0.41263001375977915, -0.024689281819547493] User Vector: [-0.8438256737637675, -0.8485584655656393] Predicted: 0.3691380984727112 Movie Vector: [0.3621336391922704, -0.3622168698465073] User Vector: [0.17380658166629825, 0.22218121051939957] Predicted: -0.01753657267865967 Movie Vector: [0.022445562174013722, -0.24036993124994965] User Vector: [0.32995249344632277, 2.2661763049369337] Predicted: -0.5373146734118355 Movie Vector: [-0.3464781085714077, 0.06980599902416706] User Vector: [-1.0726701579285123, -0.6925688812301364] Predicted: 0.32331126479274475 Movie Vector: [-1.3154972415470199, 0.7679805186013821] User Vector: [0.47769985859550596, -0.40611451449463276] Predicted: -0.9403008817229261 Movie Vector: [0.466049947840495, -0.5954553211787645] User Vector: [-0.4161276758479861, -0.17838639983585863] Predicted: -0.08771515061575562 Movie Vector: [-0.26079558330410685, -1.9594455439379284] User Vector: [0.9080286428412827, 0.3485416795112512] Predicted: -0.9197583003615916 Movie Vector: [0.034580021729876495, 0.28984131875579383] User Vector: [0.2780061341163457, -1.0701084718681877] Predicted: -0.30054819253924064 Movie Vector: [-0.8075762092615199, 0.7076527840102895] User Vector: [1.0801652483490556, -0.563159042791651] Predicted: -1.2708368211098402 Movie Vector: [-0.21636272180210636, -0.4133901117550628] User Vector: [0.7015919571740109, -0.6632455407814618] Predicted: 0.12238080277605973 Movie Vector: [-0.6671785529397944, 1.536103674060887] User Vector: [0.30352819552564536, 0.47142363939570514] Predicted: 0.5216480822476705 Movie Vector: [-0.32329716577994994, -0.2886406098260432] User Vector: [0.4926282533321323, 0.9722929505114914] Predicted: -0.4399085482506053 Movie Vector: [0.656610658433302, -1.2815707691879714] User Vector: [0.0831791983134651, 0.5836927868194515] Predicted: -0.6934272656011164 Movie Vector: [-0.16765456378453358, 0.11504558869080819] User Vector: [0.16802317571895536, 0.6055437135204722] Predicted: 0.04149528076912734 Movie Vector: [1.5540831600085494, 0.6730295845282309] User Vector: [0.5372967369992107, 0.37885784265063627] Predicted: 1.0899863473324354 Movie Vector: [0.7064843426110126, -0.13565177695862052] User Vector: [0.28625432234186765, -1.000974167346748] Predicted: 0.3380181212295172 Movie Vector: [-0.9039516027221306, 0.013632107143277991] User Vector: [0.9349721868092271, 1.103584275258543] Predicted: -0.830125427684855 Movie Vector: [0.34502953680693427, 0.08632138028673178] User Vector: [-0.06436151372473417, 0.15309419467428373] Predicted: -0.00899132107046838 Movie Vector: [-0.8749132408366376, -0.5166690286247475] User Vector: [0.2134128582103425, -0.6342342334871511] Predicted: 0.14097144992334712 Movie Vector: [0.3736462774955238, -0.15520587682096526] User Vector: [-0.337861746049925, -0.1344157773830439] Predicted: -0.1053786651323855 Movie Vector: [-1.348294766111135, -1.381004651147789] User Vector: [0.01661863884119988, 0.6296756668704271] Predicted: -0.8919918484321265 Movie Vector: [-0.8299744961062065, 0.4656421155597721] User Vector: [0.7033209363797776, 0.8859646430976014] Predicted: -0.17119598904962569 Movie Vector: [0.5256030686480571, -0.5987601681234866] User Vector: [0.02941484759301599, 0.36118679651173524] Predicted: -0.20080373284464603 Movie Vector: [-1.199181561591134, 0.559368980173496] User Vector: [1.2120171570273868, -0.22704920310905788] Predicted: -1.580432908231667 Movie Vector: [-0.7473438562874232, 0.7919302608404488] User Vector: [-0.8926764399819953, -0.8514813996568196] Predicted: -0.007177633857942789 Movie Vector: [0.3180741797576123, -0.05436408754993733] User Vector: [-1.4125891729211533, -0.5016445210809676] Predicted: -0.4220366958483877 Movie Vector: [2.002527187684766, -0.4842413297367355] User Vector: [-0.504917278246745, -0.04434574594085524] Predicted: -0.9896365342383336 Movie Vector: [0.20391956081963697, -0.1977098992346819] User Vector: [0.1007682554352481, 0.5092767476365279] Predicted: -0.08014043606486766 Movie Vector: [-0.23334061149837912, -0.442186816565881] User Vector: [0.6259855369556029, -0.7043620657842964] Predicted: 0.16539177159656407 Movie Vector: [0.6075111030385903, -0.06317689165944554] User Vector: [-0.2148405740110954, -0.353520130680875] Predicted: -0.10818373109946582 Movie Vector: [0.2047961991784762, 0.4849851515004061] User Vector: [-0.48554041423933725, 0.13764266495714023] Predicted: -0.03268218266660086 Movie Vector: [2.828349299588289, 0.7701253505555496] User Vector: [0.585720894656346, -0.7806646600225735] Predicted: 1.0554136371892888 Movie Vector: [0.8011963394402629, 0.6559694116302955] User Vector: [-0.23437092752889116, -1.150418095051744] Predicted: -0.9424162101473047 Movie Vector: [0.6509900332879764, 0.8274239890883376] User Vector: [1.0767121894811613, 0.8299164639785674] Predicted: 1.387621695307145 Movie Vector: [0.2747305191104348, 0.7848725238378422] User Vector: [-0.22819978496565657, -0.2609789468184843] Predicted: -0.2675286500424702 Movie Vector: [-0.41883532131220064, -1.156789174203404] User Vector: [-0.6413508159687445, 0.9241397701539507] Predicted: -0.8004145064848011 Movie Vector: [-1.2020139390301874, -0.8181933829517757] User Vector: [-0.785012575478295, -0.05505722741828546] Predicted: 0.9886435171962098
avg loss: 14.745125667131532: 18%|████████ | 12584/70000 [00:20<01:29, 642.72it/s]
Movie Vector: [-0.9906638564032058, -0.3212886272568365] User Vector: [-0.4826292671079895, 0.02681952331470174] Predicted: 0.4695065631367905 Movie Vector: [-1.0673402321015344, -0.31702775045993054] User Vector: [-0.45557968056347903, -0.6621418531636913] Predicted: 0.6961758641872213 Movie Vector: [0.6657136304739093, -0.49722690890361554] User Vector: [0.6352373420828419, -0.22946957187602443] Predicted: 0.536984603121917 Movie Vector: [0.5766835327997426, 0.4016641135932579] User Vector: [-1.4886621687730335, -0.6961602931119428] Predicted: -1.1381095656849909 Movie Vector: [-0.5390327060952271, -0.10734093598472368] User Vector: [0.15589063486600543, -0.3685328810197438] Predicted: -0.04447148637691977 Movie Vector: [0.24497496579129424, 0.3990460175199653] User Vector: [-1.3483655904531513, 0.23078229330369635] Predicted: -0.23822305933845445 Movie Vector: [0.17732510681553093, 0.4270050293376831] User Vector: [-1.8780452982910913, -1.0667417900339473] Predicted: -0.7885286924730517 Movie Vector: [-0.5588719540162973, 0.1050083387953829] User Vector: [0.5542904481536939, 0.14822895485328175] Predicted: -0.2942121095417051 Movie Vector: [-0.20718422530966402, -0.42289660546292135] User Vector: [0.620014723075602, 0.4757032819819726] Predicted: -0.32963057323875156 Movie Vector: [0.9791469573974609, 0.6258869171142578] User Vector: [-0.351371349027901, -0.26112323858818853] Predicted: -0.5074778061041627 Movie Vector: [-0.9658240220454438, -0.774750603572136] User Vector: [-0.22830071375888134, -0.8120890206658364] Predicted: 0.84966477251361 Movie Vector: [-0.5128349866167995, 0.7606894745133239] User Vector: [-0.7246688583752865, 0.1698420119160064] Predicted: 0.500832575081174 Movie Vector: [-1.4503526179586954, 0.016333968705792207] User Vector: [0.38933995654259795, 0.7180336951031279] Predicted: -0.5529518853419628 Movie Vector: [1.5356097898246217, -0.20311770995313191] User Vector: [0.49641944092917645, 0.345877483512107] Predicted: 0.6920527109747776 Movie Vector: [0.7962512602536197, -1.1605142913671973] User Vector: [0.7051580975025725, -1.815703838135491] Predicted: 2.668633276860978 Movie Vector: [-0.026585785170535503, -0.1767611626206907] User Vector: [-0.6666730786709456, 0.2596769158257396] Predicted: -0.028176766298587695 Movie Vector: [1.602313815167524, 0.024117646990900743] User Vector: [-0.490257629608031, 0.16453616588645092] Predicted: -0.7815783477461453 Movie Vector: [-0.2725036239648451, -0.6891431432165905] User Vector: [-0.7856919407561868, -0.09461807061076088] Predicted: 0.27930929576182234 Movie Vector: [-0.5290776835729908, 1.3112748659123354] User Vector: [0.274237622759571, -0.481700870678043] Predicted: -0.7767352508064036 Movie Vector: [-0.426818049889461, 0.14032233754498588] User Vector: [0.31723219989292706, 0.09057315862847645] Predicted: -0.12269099158286217 Movie Vector: [-0.6292249836766253, 0.5948640897327856] User Vector: [0.3281843715834158, -0.31391622339155717] Predicted: -0.3932392943326708 Movie Vector: [1.235740555818467, -0.23092492088950667] User Vector: [-0.10038283281561589, -0.8998539730345855] Predicted: 0.08375156991691848 Movie Vector: [-0.7202741272039639, -0.26190431523564267] User Vector: [0.5889716111858291, 0.4123392559729023] Predicted: -0.5322144436751427 Movie Vector: [0.6181026851981393, -0.5824724368669849] User Vector: [0.4014062798123518, -2.0130922236626887] Predicted: 1.420681032562194 Movie Vector: [0.7101413191146109, -1.3906076412952075] User Vector: [-0.7599826638725931, 0.2191736708838085] Predicted: -0.8444796729284642 Movie Vector: [0.5023623637599464, -0.38169851319291115] User Vector: [-0.7838796789779204, -0.04886102318401241] Predicted: -0.3751414685323141 Movie Vector: [1.0382451073121273, -0.5206310751025217] User Vector: [-1.080790064612273, 0.6933726121414723] Predicted: -1.483116325121109 Movie Vector: [0.6148311294527893, -0.124692641669959] User Vector: [0.9429979589570342, -1.1512469551678972] Predicted: 0.7233365242316103 Movie Vector: [-2.150607209367175, 1.1850591761543448] User Vector: [-0.5520525906062125, 0.36652712496245143] Predicted: 1.6216046140537694 Movie Vector: [-0.21075606310351747, 0.20895489793064442] User Vector: [-0.5924553481519028, 0.44798028717900495] Predicted: 0.2184712319235486 Movie Vector: [0.729113065150276, 0.8876402576435279] User Vector: [1.1566749572099861, 0.11404601544304785] Predicted: 0.944578657965022 Movie Vector: [-1.2369815648479734, -0.3306854380673243] User Vector: [-0.8847444741980384, -1.7948481283371003] Predicted: 1.687942743767558 Movie Vector: [-0.6873823373839524, -0.1310982835108781] User Vector: [1.1724539104266123, -0.5311994257958048] Predicted: -0.7362847765002059 Movie Vector: [0.2155273410818237, 0.05008117899149678] User Vector: [-1.5263373782042038, 0.4410548990994922] Predicted: -0.3068788873712758 Movie Vector: [1.7286728653669705, 0.2777738327288931] User Vector: [-1.2751970793381455, -0.28809146288714244] Predicted: -2.284422858869699 Movie Vector: [0.7083173369193838, -1.6301760705423507] User Vector: [0.238048448073336, 0.1166059122896318] Predicted: -0.021474325101220382 Movie Vector: [-0.06356148310949841, 0.18699137993015572] User Vector: [-0.8617532859247536, 0.3743220374788201] Predicted: 0.12476931125429302 Movie Vector: [0.22614599558270515, 1.2637663221069233] User Vector: [-0.24088783212141618, -0.19050034866741544] Predicted: -0.2952237436143634 Movie Vector: [0.8893912287236078, -1.206557858728194] User Vector: [1.3137518757898734, 0.5010953113521723] Predicted: 0.5638389091628853 Movie Vector: [0.08981498522594075, 0.22233604379183575] User Vector: [1.16272161036936, 0.13728755842748408] Predicted: 0.1349537968598134 Movie Vector: [0.8673795806097281, 1.2902455539777922] User Vector: [-0.4808222233693909, 0.03981432574497702] Predicted: -0.36568512167689915 Movie Vector: [-0.4822890803160769, 0.1350959997424131] User Vector: [-0.4342662377913673, -0.7433191325152527] Predicted: 0.10902242310190999 Movie Vector: [-0.5715546195605694, 0.8461694362326624] User Vector: [-0.8405412755227121, -1.0041829955029813] Predicted: -0.3692937102228444 Movie Vector: [0.10725201901159577, 0.9147881087503432] User Vector: [-0.5036843508149917, -0.9222707612254408] Predicted: -0.8977034889866131 Movie Vector: [0.2847977851556408, 0.0062141063519797375] User Vector: [-1.0404240683432984, -0.7041503851122786] Predicted: -0.3006861356676676 Movie Vector: [-0.06832286236862103, 0.08290440773196892] User Vector: [-0.8436860759804401, 1.7039611735721527] Predicted: 0.19890893954480357 Movie Vector: [0.846566015467539, -0.05187825520302028] User Vector: [-0.6188354305175064, 0.47413491987111045] Predicted: -0.5484823370170816 Movie Vector: [0.04132673622813421, -0.5711856960200737] User Vector: [0.4202348476526828, 0.5448023471420933] Predicted: -0.2938163731429138 Movie Vector: [-0.45858717185589953, -1.439832569086339] User Vector: [-0.44555885493622005, 0.46351639013513135] Predicted: -0.4630584196413378 Movie Vector: [-0.5495760254891954, 0.5186779507322119] User Vector: [-1.221344846939009, 0.4043221332540611] Predicted: 0.8809348222443429 Movie Vector: [0.23714170378527008, -0.8725573066074481] User Vector: [0.7030178974888155, -1.2431797958768733] Predicted: 1.2514604763211576 Movie Vector: [-0.5862398472632943, -0.9155714564064813] User Vector: [-0.4945253869344294, -0.8441509148707862] Predicted: 1.0627909698593707 Movie Vector: [-0.7745386579165693, 1.1577599625923145] User Vector: [1.0069167532007692, -0.037025229791421504] Predicted: -0.8227622793161212 Movie Vector: [0.4975062109878351, 0.2978976236217609] User Vector: [0.4786602754528113, -1.1247468525274147] Predicted: -0.09692295455305042 Movie Vector: [0.0792749961112168, -1.4867797390189357] User Vector: [-0.285647653020092, -0.15610456321927846] Predicted: 0.2094483851804778 Movie Vector: [0.6026419387472016, 1.7527599180983389] User Vector: [-0.8776128161260938, -0.4941584393618469] Predicted: -1.3950273946830942 Movie Vector: [1.1270309824355178, 0.39004404614231847] User Vector: [-0.16000313520530834, 0.5474353030098014] Predicted: 0.0331953899238874 Movie Vector: [-0.11609791110554843, 0.34582389332619917] User Vector: [-0.6929149140359131, 0.4779464255144384] Predicted: 0.2457312677661935 Movie Vector: [-0.5176754994173034, -0.15783038914728634] User Vector: [1.178980289440142, -0.7380682527074776] Predicted: -0.49383961059700354 Movie Vector: [-0.08887800764724774, 1.7075515723779282] User Vector: [-0.05180410800215143, -1.397103881316542] Predicted: -2.3810226834101935 Movie Vector: [0.03727325904047716, 0.2416444966204686] User Vector: [-0.49700914904631344, -0.7257439547459751] Predicted: -0.19389718337782966 Movie Vector: [-1.6399650186684585, 0.10501267704490488] User Vector: [0.3603527395781519, -1.142410822805769] Predicted: -0.7109335060774203 Movie Vector: [-1.006658453554925, -0.1708060576684945] User Vector: [0.0920946663803122, -0.45199180196087935] Predicted: -0.015504936647645129 Movie Vector: [-1.0639294973232805, 0.7747900604095176] User Vector: [0.7941091123275772, 0.30650156605455475] Predicted: -0.6074017418194955 Movie Vector: [-1.9044821014241249, -0.9830013226228876] User Vector: [-0.12051838163774758, 0.44178438359341826] Predicted: -0.20474953266477508 Movie Vector: [-0.9471699477669869, 0.2823850703216958] User Vector: [0.11800755170640756, -0.4453723116440279] Predicted: -0.2375396981288031 Movie Vector: [-0.6456238744283621, -0.1636414529270564] User Vector: [0.17547413077108837, -0.16954522613251388] Predicted: -0.08554566102920824 Movie Vector: [0.7086381769015433, 0.7896389563337268] User Vector: [0.086491688432427, -1.1248745450243718] Predicted: -0.8269534493315295 Movie Vector: [-0.3562599436929931, -0.5499947683155162] User Vector: [0.4211450481550596, 0.1732460937016836] Predicted: -0.24532155630933006 Movie Vector: [-0.32274253176986156, -0.03223831618468326] User Vector: [-1.759383236024932, 0.36900320647397744] Predicted: 0.5559317579046684 Movie Vector: [-0.035471128242694924, 0.32033421918657684] User Vector: [0.9643846078956732, 0.3885250756551127] Predicted: 0.09025006664243773 Movie Vector: [-0.2400418266013875, 0.5896686926108435] User Vector: [-0.7708609025619862, -0.4496736321931616] Predicted: -0.08011960369033752 Movie Vector: [-1.0097314255922103, 1.6917863017204213] User Vector: [-0.04869558235793195, 0.15701358323322984] Predicted: 0.314802889092335 Movie Vector: [1.252009773918139, 0.1514151561335825] User Vector: [-0.5582968379018297, 0.10955136536118892] Predicted: -0.6824053607098702 Movie Vector: [1.1738889925816334, -0.45159765053485934] User Vector: [0.2787905341373813, 0.4058696094791458] Predicted: 0.1439793771955429 Movie Vector: [0.7199017243322232, 0.04516848867483372] User Vector: [-0.3722207154978227, 0.14229324685755848] Predicted: -0.26153516400986554 Movie Vector: [-0.6375270212897718, -1.8515747067696944] User Vector: [-0.23550999839688858, -0.10949249662546456] Predicted: 0.3528775250947036 Movie Vector: [-1.0084626243102637, -0.9264204787367315] User Vector: [0.3979715410876933, 0.7005002737901415] Predicted: -1.0502972237259693 Movie Vector: [1.3681149218383244, 0.933624127502203] User Vector: [0.025270064939026327, 0.6128853187825429] Predicted: 0.6067768739261665 Movie Vector: [-0.3225015297863855, -0.10840769775791403] User Vector: [0.7635289293827328, -0.33585589510908087] Predicted: -0.20982988339489353 Movie Vector: [0.014442477660181596, 0.2915483754115537] User Vector: [-0.39842817347757825, 0.4825229828925226] Predicted: 0.13492450176641502 Movie Vector: [-0.5027669087111467, 0.548736253234741] User Vector: [-0.7588769554921477, 0.16110340775471613] Predicted: 0.46994150135958523 Movie Vector: [-0.605466697731902, -0.2024418024368454] User Vector: [0.3662300473733778, -0.17840109229898887] Predicted: -0.18562425871164773 Movie Vector: [-0.2516655199851519, 0.5640465843361812] User Vector: [-0.9481483619010345, -0.32773786448569486] Predicted: 0.05375682750010344 Movie Vector: [0.5963448118662574, -1.125354144302501] User Vector: [-0.46573234215393966, -0.9378838497559069] Predicted: 0.7777144112353715 Movie Vector: [0.3088985711201135, 0.7459937043727276] User Vector: [0.6582964258636356, 0.6939990649566526] Predicted: 0.7210657586209772 Movie Vector: [-1.2339877627848894, 0.6354449962958378] User Vector: [-0.4625062641303115, -0.3618916603357692] Predicted: 0.3407648253866028 Movie Vector: [-0.27095610808778914, 0.9048350240958637] User Vector: [0.9673628009173458, -1.2483944305453964] Predicted: -1.3917038642891528 Movie Vector: [-0.15360014655725585, 0.038648376929749345] User Vector: [-0.0773250742305541, -0.9067872420769083] Predicted: -0.02316871239251242 Movie Vector: [0.3734666430716748, -0.6657339331804665] User Vector: [-0.9614008276375797, -0.42020260298501805] Predicted: -0.07930800812625066 Movie Vector: [0.7538760430955287, -0.2944438399014288] User Vector: [-0.6472923118998363, 1.219517849033793] Predicted: -0.8470576851190463 Movie Vector: [0.04370369829087489, 0.27104243805599115] User Vector: [-0.6622936899053959, -0.7235412789505259] Predicted: -0.2250550758844762 Movie Vector: [0.9903014077922473, 0.21216326828325535] User Vector: [0.04656727317786328, -0.11373465824172767] Predicted: 0.021985319375440137 Movie Vector: [0.3120565879573767, 0.08211156122595475] User Vector: [0.603411968595638, -0.32984154628719653] Predicted: 0.16121487572977378 Movie Vector: [0.2233474834690617, -0.1650875959598861] User Vector: [-0.48743147339410564, 0.835822560868222] Predicted: -0.24685053016896072 Movie Vector: [0.13853415983320724, 0.5037693420919681] User Vector: [1.5598756034316914, -0.7192805275418219] Predicted: -0.14625542197358088 Movie Vector: [-1.6768932342529297, -0.4704570770263672] User Vector: [-0.5720112907288799, -0.9651660285981118] Predicted: 1.413271051998959 Movie Vector: [0.9401992589772807, 0.9084529666686083] User Vector: [-1.2984822019024806, 0.47712269831099385] Predicted: -0.7873884732783465 Movie Vector: [0.25559739161422657, 0.12887289704479318] User Vector: [0.3030446542722642, 0.34888258208696815] Predicted: 0.12241893225664127 Movie Vector: [-0.7916985743991896, -0.4059901691601951] User Vector: [0.7670247401731096, 0.18648698826859456] Predicted: -0.6829642772373017 Movie Vector: [0.9410583996687142, -0.5447169742132982] User Vector: [0.1282377675448761, -0.3293607457083475] Predicted: 0.3000876171297563 Movie Vector: [0.6943097273202844, 0.9385759482441379] User Vector: [-0.17951907409569628, 0.2661792279819233] Predicted: 0.12518758192185342 Movie Vector: [-0.3388566863926089, -0.5346367775932687] User Vector: [0.026548012488583933, 0.7834124324696893] Predicted: -0.42783706996429005 Movie Vector: [0.5243379883998254, 1.1787640495228835] User Vector: [0.48542640925746117, -0.6806711379253694] Predicted: -0.5478231599880501 Movie Vector: [0.6704353927874828, -1.1845585607771567] User Vector: [-0.07097332325521788, 0.08071951237869895] Predicted: -0.1432000172639905 Movie Vector: [-0.17079806465617395, 0.3835539844745294] User Vector: [-0.09822123630864012, -0.9015294167005636] Predicted: -0.3290092028268471 Movie Vector: [0.5096001794712043, 1.1652118092769344] User Vector: [-0.41529078434382743, 0.4641863037793523] Predicted: 0.32924310463396017 Movie Vector: [-0.08323872394812055, -0.018873161132377508] User Vector: [-0.4965805983485442, -0.1700384738030124] Predicted: 0.0445438988587148 Movie Vector: [1.9160365669611341, -1.2378146444013436] User Vector: [-0.6535613125431048, 0.03150748680892104] Predicted: -1.2912478021640679 Movie Vector: [-0.719665501247654, -0.1419920049721278] User Vector: [0.9237304649042091, -0.7132786262715691] Predicted: -0.563497085794951 Movie Vector: [-1.320513724573209, 0.6187848595479872] User Vector: [-0.6696749987237499, -0.13734924629325942] Predicted: 0.7993253927416616 Movie Vector: [-0.4379444457891991, -0.38721536170929877] User Vector: [1.2349059809094232, 0.7415318752148823] Predicted: -0.82795274869145 Movie Vector: [-0.13774007659098259, -0.610950971288153] User Vector: [0.30517854597627103, 0.31336417119000215] Predicted: -0.23348546105213513 Movie Vector: [0.9000091313818969, -0.3391872043131682] User Vector: [-1.958833704667889, -1.8333352758892514] Predicted: -1.1411243542621439 Movie Vector: [-1.0307706376342303, -0.4363931063894921] User Vector: [-0.09200961022344079, 0.689818658756931] Predicted: -0.20619130274187714 Movie Vector: [-0.11493191853298322, 0.6017767545380741] User Vector: [-0.28276382722755006, -0.2467321607323592] Predicted: -0.11597908977069427 Movie Vector: [0.1400430404366903, 0.9642306342956188] User Vector: [1.2794288256182207, -0.12048737520223785] Predicted: 0.06299748454605165 Movie Vector: [-0.697962944121389, -0.43828970079888757] User Vector: [-0.35180975670223774, 0.2597323647011944] Predicted: 0.1317121531458494 Movie Vector: [-0.3073138735279228, 0.7374839788744851] User Vector: [-0.3190321127126863, 0.190100230067945] Predicted: 0.23823886839299557 Movie Vector: [-1.3499973951404995, 1.277134568486972] User Vector: [-0.824613223230162, 0.5649119785147727] Predicted: 1.8346943192727156 Movie Vector: [-0.09502850552456911, 1.7361766311607556] User Vector: [0.0634766135222041, 2.243850256482762] Predicted: 3.889688291410663 Movie Vector: [0.8123304837743669, -1.091066700817408] User Vector: [-0.6194934715843566, 2.0274695070788042] Predicted: -2.7153378975635496 Movie Vector: [1.9540119171142578, -0.17945289611816406] User Vector: [0.7748994489280431, 0.7477996467425382] Predicted: 1.379967945446579 Movie Vector: [-0.08558345131968578, 0.5857155336464421] User Vector: [-0.8196982937169527, 0.16424243543866512] Predicted: 0.1663519547375034 Movie Vector:
avg loss: 14.749103898894885: 18%|████████▏ | 12664/70000 [00:21<01:31, 624.34it/s]
[-0.6908303482216562, 0.1557438191481621] User Vector: [0.1202504858889768, -0.6614644144866334] Predicted: -0.18609167918325636 Movie Vector: [-0.49745548448216614, -0.7973762861525917] User Vector: [0.01044170455774786, -0.1674248641042392] Predicted: 0.1283063331494465 Movie Vector: [0.5972484181370071, -0.38714914623202645] User Vector: [0.06728117221439991, 2.1743407355573576] Predicted: -0.8016105857130935 Movie Vector: [-0.49910115409019046, -0.6326307289306258] User Vector: [0.8761473856979949, -0.9350856656715911] Predicted: 0.1542777549314256 Movie Vector: [0.2425880208129137, -1.123046806106348] User Vector: [0.2555724267142978, 0.14039657289307791] Predicted: -0.0956731136048733 Movie Vector: [0.8133283025320659, -0.29586506425900605] User Vector: [-0.17585229386504656, -0.42614861512923896] Predicted: -0.016943160266529617 Movie Vector: [0.6466303700091726, -0.7255415998084265] User Vector: [0.8969379349061102, -0.7020835549853446] Predicted: 1.0893781344068554 Movie Vector: [0.09520291758150758, -0.39451801937114916] User Vector: [0.47558603784101783, 0.780400338189851] Predicted: -0.2626048173757408 Movie Vector: [-0.2839772523582502, -0.3340920342531316] User Vector: [-0.7855434510206681, -0.22637838214076084] Predicted: 0.29870768502920664 Movie Vector: [-0.6586563722998741, 0.30316367065828775] User Vector: [0.7898260556059905, 0.4784304444746342] Predicted: -0.37518123483175403 Movie Vector: [-0.38436956883770973, 1.214646517652512] User Vector: [0.27703715083834074, 0.35094102717679987] Predicted: 0.31978464634193493 Movie Vector: [-0.3598052342882447, 1.4583523154615903] User Vector: [0.8194050855856667, 0.01992925238503579] Predicted: -0.26576236743499465 Movie Vector: [-0.15205289178238537, -0.8772864955074132] User Vector: [-0.6256963750571599, -0.8936299819295983] Predicted: 0.8791084583325675 Movie Vector: [-0.12382696322725592, -0.9656753706287878] User Vector: [0.0715381174939855, -0.41028303701777735] Predicted: 0.38734187599057196 Movie Vector: [1.424861890321972, 0.9657800135710127] User Vector: [0.5537072591176888, -0.7262685085548201] Predicted: 0.08754076186315485 Movie Vector: [0.35455937116848524, 0.6931004793661095] User Vector: [0.09015109235574269, -0.10439721264356368] Predicted: -0.0403938435119355 Movie Vector: [-0.29715953263185724, 0.1947841071632699] User Vector: [-0.11885121827145345, -0.532098504051199] Predicted: -0.06832655956025238 Movie Vector: [0.05340179568231844, 1.2301683199966633] User Vector: [-0.38608842578245717, -0.1329396991271322] Predicted: -0.18415602156502883 Movie Vector: [0.8631903015162838, 1.094070915973225] User Vector: [-0.7491587126438903, -0.2538131172179649] Predicted: -0.9243560846913091 Movie Vector: [0.5187027983842021, 0.6664445267410822] User Vector: [-0.23762174185130547, 0.012263988784983984] Predicted: -0.11508179425343402 Movie Vector: [0.19631245470433678, 0.5903945075970868] User Vector: [0.5927332493862434, -0.43943466791920316] Predicted: -0.14307889521535602 Movie Vector: [0.30913889600001554, 0.9483064067133951] User Vector: [-0.4411799177826432, -0.2722094819683809] Predicted: -0.394523868439454 Movie Vector: [-0.8681435043937836, 0.6767052489092168] User Vector: [0.4756516328589853, 0.5283519105491432] Predicted: -0.055395364281006665 Movie Vector: [0.7125328446602041, -0.23553728792540302] User Vector: [1.3100961413942347, -0.001891247771884208] Predicted: 0.9339319897769756 Movie Vector: [-1.3581932938006314, 0.5058983867875732] User Vector: [0.642176163330096, -0.5021823625298119] Predicted: -1.1262526055505593 Movie Vector: [0.3471418251245369, 0.9357486552581518] User Vector: [-1.1696820137474604, -0.014476830982221703] Predicted: -0.4195922241916506 Movie Vector: [-0.08241931991624263, -0.22834987881106242] User Vector: [0.49384759652102, 0.7047249897437662] Predicted: -0.20162644905064966 Movie Vector: [-0.3815760372131589, 0.5071061935220155] User Vector: [0.8039688015472762, 0.26633601694940234] Predicted: -0.1717145855843958 Movie Vector: [-0.010198578926654198, -0.6067369862566749] User Vector: [0.4436725486628582, 0.21703325679549862] Predicted: -0.13620693365069983 Movie Vector: [0.7299958192467367, -0.44426772583057733] User Vector: [0.5220171414908007, 0.5290617112483943] Predicted: 0.14602528758305902 Movie Vector: [0.34043130979892544, -1.8621446440103173] User Vector: [-0.21193703046389822, -0.7467232571958985] Predicted: 1.3183567130695613 Movie Vector: [-1.7692174597297619, -0.6262375790743694] User Vector: [0.4055603401768807, 0.5920512396599469] Predicted: -1.0882891698275032 Movie Vector: [1.0341899067281008, -1.3592425574727085] User Vector: [0.3709168494595244, 1.0231052453231178] Predicted: -1.0070497282703108 Movie Vector: [-0.3794664642875497, -0.36161017253098776] User Vector: [0.9730807264082686, 0.8555326612729366] Predicted: -0.678620815965308 Movie Vector: [-0.347477276989005, -0.7944543174789356] User Vector: [-0.07671620556271738, -0.014210893521828336] Predicted: 0.03794704392351175 Movie Vector: [-1.1437427772259547, 0.24842098631168866] User Vector: [-0.3040514090318545, -0.13527163650486387] Predicted: 0.3141522896250235 Movie Vector: [-0.5200057839251193, -0.24407224887712856] User Vector: [-0.38150779200243445, -1.776064582843853] Predicted: 0.6318743353394857 Movie Vector: [-0.0762919332792759, 1.1398366633188919] User Vector: [0.1732189325038287, 1.161617458140033] Predicted: 1.3108389602980182 Movie Vector: [-0.9246671719404169, 0.19745734202494253] User Vector: [-1.764297834944824, -0.47237863341934183] Predicted: 1.5381136601146728 Movie Vector: [0.3334937786478232, 0.4886923851090318] User Vector: [0.36840827433113643, 0.9806164146821419] Predicted: 0.6020816420598978 Movie Vector: [0.5456756370202098, 0.613049368741357] User Vector: [0.5818139605003865, 0.9349802230775337] Predicted: 0.8906707390666346 Movie Vector: [-0.7143878936767578, -2.0999622344970703] User Vector: [0.1008497711627008, -0.7007069511571847] Predicted: 1.3994122792809662 Movie Vector: [-1.1995181077832304, 0.1238678908019772] User Vector: [-0.20506061302110173, -1.6546338277989763] Predicted: 0.04101791621288009 Movie Vector: [0.16549281537988214, 0.2093742466452361] User Vector: [-0.30818094949730696, 0.7090952529527504] Predicted: 0.09746455140794066 Movie Vector: [-0.802744833661532, 0.7493498279282558] User Vector: [-0.516217046301072, -1.7328303368587552] Predicted: -0.8841055477877684 Movie Vector: [-0.9811438831279197, -0.39406124506187523] User Vector: [0.43582235631876, 0.5698699334617521] Predicted: -0.652168094535814 Movie Vector: [0.6170598397164597, 1.671071299368185] User Vector: [0.4291550615455861, -0.4216473237896179] Predicted: -0.4397883877494078 Movie Vector: [-1.9110158523021266, -0.9590505437876131] User Vector: [1.0515251711362483, 1.423999645291496] Predicted: -3.3751689053062544 Movie Vector: [-0.2008470316510848, -0.46772182011158103] User Vector: [1.076651092933277, 0.46373379912014073] Predicted: -0.4331405927112755 Movie Vector: [0.23981879338258394, -0.888960144092797] User Vector: [0.363415517694639, -0.3125771556323512] Predicted: 0.36502250426108696 Movie Vector: [0.753141192287607, -0.5189811664815619] User Vector: [-0.8465163380688382, -0.03250961357328943] Predicted: -0.6206744469699733 Movie Vector: [-0.4374939350643759, -0.24431431242658255] User Vector: [-0.715356682078115, -0.30156129260112974] Predicted: 0.3866399496732667 Movie Vector: [0.292043758771962, 0.24621406783156977] User Vector: [1.2712872060051428, -1.3891949794909506] Predicted: 0.029232147208786363 Movie Vector: [0.3186028968567178, -0.6672734038067497] User Vector: [-0.5578791740355695, -0.01137135247092036] Predicted: -0.17015411987460813 Movie Vector: [1.91379924661903, -0.8292284490915821] User Vector: [-0.8668639790852064, 0.3574734988545419] Predicted: -1.9554308251409356 Movie Vector: [1.0474770096947559, 0.04786347288725265] User Vector: [-0.6726885898998187, 0.21968152912744185] Predicted: -0.6941111116908226 Movie Vector: [1.004536013699273, 0.09991721183728602] User Vector: [0.13453313614606432, -0.02184773020556549] Predicted: 0.13296041600751565 Movie Vector: [-0.5387845083297201, 0.03839464723627098] User Vector: [-1.290620082288564, 0.32484543558565804] Predicted: 0.707838432381931 Movie Vector: [-0.07080660283742424, -0.06510721393998499] User Vector: [0.541813174035778, -0.4262727550998313] Predicted: -0.010610518762964007 Movie Vector: [1.3771413862702129, -0.12273621187397979] User Vector: [0.6899746047513762, 0.7705022418103211] Predicted: 0.8556240572783445 Movie Vector: [-0.49516638911373645, -0.8340802054084389] User Vector: [-0.08864442576037745, 0.2803576694553582] Predicted: -0.18994704230832962 Movie Vector: [0.2514452893449927, 0.7582425480842452] User Vector: [-1.0336010755065144, -0.6476098226301805] Predicted: -0.7509394435735253 Movie Vector: [-0.7210014636845403, 0.5754277696215] User Vector: [-0.5078780525016218, -0.9438860315359889] Predicted: -0.17695741467671977 Movie Vector: [-1.1617828705377065, -0.916554779823553] User Vector: [0.35785135203070406, 0.7220289476193571] Predicted: -1.0775246540995222 Movie Vector: [-0.92243490879486, 0.6035956414047988] User Vector: [-0.12828553817830413, -1.0635620186953643] Predicted: -0.5236263401390076 Movie Vector: [0.5102646737294481, -1.3329646184007387] User Vector: [-0.38675615712959976, -0.9325261066549587] Predicted: 1.045676301575463 Movie Vector: [-1.2199288363568652, -0.22915259541027072] User Vector: [-0.060632099054387656, -1.1230991452758892] Predicted: 0.33132793008832007 Movie Vector: [0.584972228556193, -1.3867292328546925] User Vector: [-1.9424259192928717, 0.15833728050243204] Predicted: -1.355836154337499 Movie Vector: [-0.6233165107882306, 0.574327953651442] User Vector: [-0.49809113080367334, -0.13658983449945655] Predicted: 0.2320210655694478 Movie Vector: [-0.2222959242580725, -0.12480820322926311] User Vector: [0.9271961236464069, 1.333207968159423] Predicted: -0.37250721031139433 Movie Vector: [0.6317713670808114, 0.07885913016223184] User Vector: [-1.0086780404133147, 0.2952896250519693] Predicted: -0.6139676215587838 Movie Vector: [-0.12259132970541722, 0.07649641859541727] User Vector: [-0.576304338322493, 1.6322634265876128] Predicted: 0.1955122214881912 Movie Vector: [-0.2183846885774452, -0.21998706098863077] User Vector: [-0.3029058284447926, -0.3034502851532421] Predicted: 0.13290513140023275 Movie Vector: [-0.8325619733112297, 0.40250733534723415] User Vector: [0.9565476612670172, 0.4592993166637676] Predicted: -0.611513864353571 Movie Vector: [-0.0832986447202601, -0.012513838023839902] User Vector: [1.7907475428773418, 0.9472224495186724] Predicted: -0.16102023166364 Movie Vector: [0.8847824435707884, 0.08932631412233596] User Vector: [-1.1853340281173663, -0.5567952949934074] Predicted: -1.0984992092677088 Movie Vector: [0.8440194294377403, -0.32870537828372903] User Vector: [0.23193622907271016, -0.3768603981787131] Predicted: 0.3196347234713805 Movie Vector: [-0.052413314895129653, 0.1660367167128809] User Vector: [-0.522545240604502, 0.49956192360635676] Predicted: 0.11033394983312556 Movie Vector: [0.26200650008628096, -0.43698756677371414] User Vector: [1.461632937817078, 0.11590110875351371] Predicted: 0.33230998694770775 Movie Vector: [-0.6538762158631912, 0.1440206433579325] User Vector: [-0.11822741602235509, 0.165665310737576] Predicted: 0.10116532003449827 Movie Vector: [-0.49372512248818823, 0.8203956974323457] User Vector: [0.9696553648811123, 0.7420617824625901] Predicted: 0.1300410797640303 Movie Vector: [-0.2723881747589989, -0.1872090835493283] User Vector: [0.7740689716344832, -0.9246211904100005] Predicted: -0.03774974863414701 Movie Vector: [-0.4002343311332292, 0.46634495331472425] User Vector: [0.12237882820025218, 0.31012238499477035] Predicted: 0.09564380070264081 Movie Vector: [0.23094949654674232, -0.10888654978518658] User Vector: [-0.16598182478645357, 0.17103093866732233] Predicted: -0.05695638768834764 Movie Vector: [0.4037689556422468, -0.7369887074833206] User Vector: [0.21791902351034415, 0.738736132810115] Predicted: -0.4564512511536034 Movie Vector: [0.9509790766969464, -0.4195811914453965] User Vector: [0.2157291811198256, -0.22039098856761283] Predicted: 0.2976258510449478 Movie Vector: [-0.7590834854092322, 0.3932181969883759] User Vector: [-0.08368026144473678, 0.29549352020058584] Predicted: 0.1797137337524492 Movie Vector: [1.7604195983253417, -1.2303125179865197] User Vector: [-0.457591733944649, 0.2038289272087317] Predicted: -1.0563267371405014 Movie Vector: [-0.56585292577576, 0.8734852959998208] User Vector: [1.2979376299097678, 0.006950275725941674] Predicted: -0.7283708417091431 Movie Vector: [-0.057454665071748005, -0.3632061715254452] User Vector: [0.5735213344662582, 0.46714117437894076] Predicted: -0.2026200336913363 Movie Vector: [-0.32426648801091573, 0.07342590304594623] User Vector: [-1.49426485157984, 0.4485074568052661] Predicted: 0.5174720806187143 Movie Vector: [1.4762723748913609, 0.18422295652157372] User Vector: [-0.18662578809635838, -0.48767317818398653] Predicted: -0.3653510901103091 Movie Vector: [-0.27634346592805703, -0.2574824942095486] User Vector: [-0.8569034525670618, -0.23797789831433036] Predicted: 0.2980748128728204 Movie Vector: [-0.18733730079843858, 0.03781596679558891] User Vector: [-0.9561552895200762, 0.689354381643684] Predicted: 0.20519215348947192 Movie Vector: [-0.4427161462338235, -0.21201583474439115] User Vector: [-0.30060541301555777, 0.9108427667988036] Predicted: -0.06003021953646456 Movie Vector: [-0.0623682938502621, -0.5589677749535602] User Vector: [-1.334981728562009, -0.514908904574411] Predicted: 0.37107801742541974 Movie Vector: [0.17160739300806171, 2.0850774239850955] User Vector: [0.7675779820537258, 1.3403840076345825] Predicted: 2.9265264902201626 Movie Vector: [0.1969833887876215, -0.742870046133119] User Vector: [1.027618961054, 0.25141774767890224] Predicted: 0.0156531515139208 Movie Vector: [0.21258804945360493, 0.6826498264026027] User Vector: [0.19485037397446095, 0.19256508775073683] Predicted: 0.17287738466277858 Movie Vector: [1.0218930459002966, 0.09709848800789753] User Vector: [0.017910351314163978, -0.7788284407882557] Predicted: -0.05732060056051257 Movie Vector: [-0.15725282324880097, -0.42561509313287066] User Vector: [1.3208643991468738, 0.3476038713880939] Predicted: -0.35565510998886707 Movie Vector: [0.8824318814109089, -0.3911196548437349] User Vector: [0.4132379400038807, -0.9563605645917903] Predicted: 0.7387057467972933 Movie Vector: [-0.3842399042576525, 0.5068767175277442] User Vector: [0.7186396704599763, -0.5467480640186444] Predicted: -0.5532639021777117 Movie Vector: [-0.0813546009030373, 0.22328644852574583] User Vector: [0.12604963452154316, -0.20082292366391086] Predicted: -0.055095755117945476 Movie Vector: [0.009954687044137545, 1.9914861894466171] User Vector: [0.25060241709683356, -0.31982539804399224] Predicted: -0.6344331946041742 Movie Vector: [0.6412112700582459, -0.4294552523787955] User Vector: [-0.7352299840483747, 2.183420278207513] Predicted: -1.4091190584831494 Movie Vector: [-0.05486324119376246, -0.8350397891787436] User Vector: [-1.5236175683289401, 0.7823851453209077] Predicted: -0.5697321286670669 Movie Vector: [-0.058339137186665974, 0.29314622533404544] User Vector: [-0.7044409487237114, -0.49869060299389883] Predicted: -0.10509279072972275 Movie Vector: [-0.5681223042816277, -1.325882798786712] User Vector: [0.9328349174151631, 0.05243284228048065] Predicted: -0.5994841264674503 Movie Vector: [-0.7176708529450899, 0.6265564773131475] User Vector: [1.1340213258299916, 0.36298771376898575] Predicted: -0.586421748919283 Movie Vector: [0.5543295122559853, -0.19929284577029893] User Vector: [0.3363895599105726, 0.5766452186476313] Predicted: 0.07154939404911057 Movie Vector: [0.15131343758301946, -0.1864718117898687] User Vector: [-0.2918859564501674, -0.12770321940497714] Predicted: -0.020353216758837136 Movie Vector: [0.6970944529128762, -0.28360230662127406] User Vector: [0.7463106737393881, 0.5609397138399934] Predicted: 0.36116523409289925 Movie Vector: [0.8316801020474245, 0.9326394168764591] User Vector: [-0.24846689439637315, 0.4683505857125515] Predicted: 0.23015724506571986 Movie Vector: [0.08537176056540971, -0.21532199886472936] User Vector: [-1.3293735668657334, -0.5852146679091806] Predicted: 0.012518630206717507 Movie Vector: [-0.35061645258033847, 0.15553450053754286] User Vector: [-1.1057340495091994, -0.5680763471307209] Predicted: 0.29933307901803935 Movie Vector: [-0.5515703875294018, 0.3233492741151847] User Vector: [-0.1790051413004939, -0.7000244387649774] Predicted: -0.12761845898067628 Movie Vector: [-0.3644299196891238, -0.3769938454313416] User Vector: [1.197144631098337, -0.25869313363204377] Predicted: -0.33874960253280456 Movie Vector: [0.7648832929982163, -0.5433469528587229] User Vector: [0.0820424981890875, -0.3832387198714364] Predicted: 0.2709845268402921 Movie Vector: [1.1636844497218917, 0.4670022776140391] User Vector: [-0.3334971210182271, 0.5875810889791643] Predicted: -0.11368370691972363 Movie Vector: [0.4376641473080593, -0.6220854631097452] User Vector: [-0.877504271976069, 0.31166303134744655] Predicted: -0.5779332001435489 Movie Vector: [0.7454321077950412, 0.3108510422469202] User Vector: [0.13061395816127622, 0.6312141477707252] Predicted: 0.29357741385514485 Movie Vector: [-1.416967253932098, 0.5990023985258264] User Vector: [-0.854680498748835, 0.7689487791807462] Predicted: 1.6716564423742257 Movie Vector: [-0.10897782367968212, -1.0508376629017369] User Vector: [0.2851364218985193, 0.2244666224515856] Predicted: -0.26695152764678304 Movie Vector: [-1.209592155497889, -0.27512156449488123] User Vector: [1.297118518351598, 0.28333408559090717] Predicted: -1.6469357014516346 Movie Vector: [0.7274252878233268, 0.5453016884010486] User Vector: [-0.8156849549485462, -0.23504683086108027] Predicted: -0.7215212968484664 Movie Vector: [0.09236336079041026, -1.1880632354670115] User Vector: [-1.9083470042614656, -0.4416177640413622] Predicted: 0.34840848671878777 Movie Vector: [0.5774617240771293, -0.11262314000537593] User Vector: [-0.31754443768512525, 1.2776920192757537] Predicted: -0.3272674456273996 Movie Vector: [-0.056216844899758985, 0.6069071679009056] User Vector: [0.1579112363453259, -0.15828691808962891] Predicted: -0.10494273665509368 Movie Vector: [0.26756497292138426, 0.14265067074551555] User Vector: [0.7607681705526338, 0.18537504103396857] Predicted: 0.2299987888963396 Movie Vector: [-0.10588645935058594, 0.9100818634033203] User Vector: [0.5246700487497296, -0.16298139950955798] Predicted: -0.2038818695551477 Movie Vector: [-0.3577029628449758, -0.7963485213413525] User Vector: [0.02917242955859634, -0.1651537630080833] Predicted: 0.12108489047895105 Movie Vector: [0.11685907884526187, 0.6558003495037269] User Vector: [1.1253804874285107, -0.5212232126047722] Predicted: -0.21030743788433742 Movie Vector: [-0.07276877977488144, -0.5572121332695584] User Vector: [0.33137473840765935, -0.27141492999935385] Predicted: 0.1271219567840019 Movie Vector: [-0.3432014780279414, -0.8720342455649471] User Vector: [-0.2318140515075545, -0.6690660639712314] Predicted: 0.6630074454332995 Movie Vector: [-0.5031072730867309, 0.3669757662216041] User Vector: [-0.4796045386136131, -1.3620399405636126] Predicted: -0.2585431192308452 Movie Vector: [0.14366840120631985, -0.35095813609031107] User Vector: [0.62222925801661, 0.9314596563112195] Predicted: -0.23750866213926633
avg loss: 14.756620435735984: 18%|████████▏ | 12821/70000 [00:21<01:21, 698.41it/s]
Movie Vector: [0.23664331469802866, -0.351321952119663] User Vector: [0.4170486861028409, 0.9695897402548874] Predicted: -0.24194637683171008 Movie Vector: [1.4974311323138056, 0.8705947793511368] User Vector: [-0.41048956257478175, 0.2228840552380187] Predicted: -0.42063815559852474 Movie Vector: [-0.773448987307825, -1.4791261771028474] User Vector: [1.829663078403884, 0.30569557403076414] Predicted: -1.8673133808793865 Movie Vector: [0.6442620863610969, 0.21046447703323706] User Vector: [1.2456037654388918, -0.06830397866775313] Predicted: 0.7881197195513009 Movie Vector: [0.789529451571771, 1.0120917796807551] User Vector: [0.00045728840331038523, 0.448659734549507] Predicted: 0.45444587187358154 Movie Vector: [1.769021589001481, -0.7037361263771522] User Vector: [-0.11612179820705609, -0.8613308825175698] Predicted: 0.40072769080997295 Movie Vector: [-0.3705180688728209, 0.1768412962899912] User Vector: [0.09218760065704174, 0.7213802449157648] Predicted: 0.0934126458594293 Movie Vector: [-1.1139887414429919, -0.38030492287144435] User Vector: [-0.5523127883860705, 0.7123707702629847] Predicted: 0.3443521171763323 Movie Vector: [-0.38872117627259356, 0.5154493796204962] User Vector: [0.06874682647508117, -0.7614610566999089] Predicted: -0.419217976533537 Movie Vector: [-0.1884699328911891, 0.20102352137207438] User Vector: [-0.7901928864216029, 0.7362918257911217] Predicted: 0.2969395758529797 Movie Vector: [0.14739382600596462, -0.9507735945523498] User Vector: [-0.22376745811240906, 0.3884922163116732] Predicted: -0.40235008274507594 Movie Vector: [-1.3286876366561409, 1.3545469404026012] User Vector: [0.732336617149453, 0.3615336206274212] Predicted: -0.4833323494035116 Movie Vector: [0.3694019548006645, 0.24421076589406945] User Vector: [0.023855740963062408, -0.08682918961212455] Predicted: -0.012392265552164774 Movie Vector: [0.7615007359269353, 0.021328053191856225] User Vector: [-0.6030133936917959, -1.1650666530028708] Predicted: -0.48404374661740446 Movie Vector: [-0.8486343003616158, 0.4021985824004698] User Vector: [-0.09273267905044025, 0.330092695771013] Predicted: 0.21145894650647962 Movie Vector: [0.5541179629394468, 0.4953616506060188] User Vector: [1.8663009289883503, -0.992282607637917] Predicted: 0.5426121186158588 Movie Vector: [-1.252792685837511, -0.17446058107884085] User Vector: [-1.0197009089847877, -0.24703676022566431] Predicted: 1.3205720172548072 Movie Vector: [1.0043343164467495, -0.5031799004003525] User Vector: [-0.570505597914818, 0.4652555711133579] Predicted: -0.8070856016443515 Movie Vector: [0.38803088303452904, -0.3773935238984275] User Vector: [0.8722893002620856, 1.2927643618448053] Predicted: -0.14940571064464436 Movie Vector: [0.8032603155355692, -0.8751178595217205] User Vector: [0.9798025353687008, -0.41957425053826847] Predicted: 1.1542134137642928 Movie Vector: [0.4624413170518805, -1.8536816154209739] User Vector: [-0.33746028407788387, 1.648661835127426] Predicted: -3.2121497120435927 Movie Vector: [0.08672688495697446, -2.0050515314618966] User Vector: [0.1389637801864977, 0.2791997389198606] Predicted: -0.5477579683276075 Movie Vector: [0.3812309553890235, -0.6977919481553134] User Vector: [0.40264363395968183, -0.45798791095972746] Predicted: 0.4730804938759282 Movie Vector: [-1.1878016014423989, 0.6594206102173995] User Vector: [0.9281601051494306, -0.7070081856817075] Predicted: -1.568685828522367 Movie Vector: [0.2604358513326673, -0.8286642427218677] User Vector: [0.2884098073513308, -0.7010482463779741] Predicted: 0.6560458679065317 Movie Vector: [0.6652164459228516, -2.6063060760498047] User Vector: [-0.13503191703436976, 0.47914744325699216] Predicted: -1.3386303446201806 Movie Vector: [-0.47612326695981055, -0.3313636727353951] User Vector: [-0.5013936748316884, 0.9837395447279628] Predicted: -0.08725035406225481 Movie Vector: [-1.595332105685728, -0.7975197765126946] User Vector: [0.2281533063450723, 0.5961776318811709] Predicted: -0.8394437463703841 Movie Vector: [-0.3436506988748326, -1.9665079622465358] User Vector: [-1.102422084307623, 0.2585098500281743] Predicted: -0.12951355867219833 Movie Vector: [-0.8853298379525703, -0.7598488565400289] User Vector: [0.6572009102891042, -0.4657000605725896] Predicted: -0.22797791689182983 Movie Vector: [0.2908493866464089, -0.19263864116788945] User Vector: [-0.22348074562363343, -0.7705845674297842] Predicted: 0.0834451261827036 Movie Vector: [0.6181784965678401, 1.0108431742099915] User Vector: [0.7671819554465658, 0.24085807686897437] Predicted: 0.7177251307682818 Movie Vector: [-0.2248720680913905, -0.0943804796189534] User Vector: [-0.5246886084077583, 0.967527157555241] Predicted: 0.02667213530222 Movie Vector: [0.6521531132827321, -0.855154116908753] User Vector: [-0.4346972846017859, 0.7968440135508319] Predicted: -0.9649136262106925 Movie Vector: [-0.1438770065876322, 0.2534775241522276] User Vector: [0.13471223153652714, 0.19160488313176455] Predicted: 0.02918553876750104 Movie Vector: [-0.7612573542824985, 0.5522042451387704] User Vector: [1.0891929680723234, 1.5326690563232948] Predicted: 0.017190202116717845 Movie Vector: [-0.41965048917048486, 0.09107244485983489] User Vector: [0.021203288800143716, -0.6391347806043852] Predicted: -0.06710553758159891 Movie Vector: [1.1851346569436934, 0.08560430205753036] User Vector: [0.2798773562775527, 1.7649257780746705] Predicted: 0.48277759403373116 Movie Vector: [0.3947040365329658, -0.08378336901340418] User Vector: [-0.9029385802238311, -0.2808710401894699] Predicted: -0.3328611803503183 Movie Vector: [0.8809232004040275, -0.4025363493360796] User Vector: [-0.4086829195600322, -0.9567853831793165] Predicted: 0.025122629793838835 Movie Vector: [-0.30709492203341143, -1.2805033804168178] User Vector: [0.4862925974209529, 0.6703904199570421] Predicted: -1.007775186244455 Movie Vector: [0.9041014731648741, 1.0641470995895432] User Vector: [0.16980659372018103, -0.4431942403571499] Predicted: -0.318101473895327 Movie Vector: [-1.2688635550636862, -0.642389195813471] User Vector: [-1.3479731370508707, -0.6313427245209111] Predicted: 2.1159617318963915 Movie Vector: [0.6231268198762138, -0.5983302381212318] User Vector: [0.01823116105923861, 0.6521063784521227] Predicted: -0.37881463928613823 Movie Vector: [0.34251077589411716, -0.4144675810660262] User Vector: [0.09055409054755406, -0.042735067141417483] Predicted: 0.0487280517186264 Movie Vector: [0.20204089414605741, 0.8822265820671664] User Vector: [0.21252924339021784, -0.6096674707919244] Predicted: -0.49492525058754877 Movie Vector: [0.1568282733248083, 1.1861427502354376] User Vector: [0.10754314612575153, -0.15002987664860717] Predicted: -0.16109104459064322 Movie Vector: [-0.2568530897190632, -0.509101852172724] User Vector: [0.1565647101873507, -0.6467263091270302] Predicted: 0.28903543227281003 Movie Vector: [-1.3705835439456144, 0.16344674766944012] User Vector: [-0.20597812281294434, -0.2605527783963031] Predicted: 0.23972372131511818 Movie Vector: [-0.08534078640250199, 0.36632319345453] User Vector: [0.22622800631245202, 0.2484641815900892] Predicted: 0.07171171649417288 Movie Vector: [-1.0164272103172096, -0.5259865446534213] User Vector: [0.4622209574151546, 0.9025267405695923] Predicted: -0.94453088002515 Movie Vector: [0.16521715025944791, 0.25076684616289696] User Vector: [0.3219672260735499, -0.3434510426381186] Predicted: -0.032931627204908324 Movie Vector: [-0.7585916885774083, -0.048238254939480016] User Vector: [-0.05644743642092756, -0.07371206869433639] Predicted: 0.0463762976722112 Movie Vector: [-0.6408671244731868, 0.29556063018779116] User Vector: [0.37171972010952725, -0.43129941189867693] Predicted: -0.36569807411696725 Movie Vector: [-0.6585963936133626, -1.0729169697129832] User Vector: [0.2746562840123345, -0.38653485892732387] Predicted: 0.2338321713949688 Movie Vector: [0.16607066925572797, 0.3196583250160677] User Vector: [0.5030326564063611, -0.9961602128433646] Predicted: -0.23489193517826845 Movie Vector: [0.01434322578351599, -0.7159707469179302] User Vector: [0.9680893845181214, 1.0185045307125995] Predicted: -0.7153339249728274 Movie Vector: [0.42957808035819056, 0.3695649066661547] User Vector: [-0.15821164232375334, 0.026929504025548813] Predicted: -0.05801205395798684 Movie Vector: [-1.043874729451267, -0.38132242189685] User Vector: [-0.5598186045672987, 1.6145370722922678] Predicted: -0.0312786922642625 Movie Vector: [-1.0151197805368128, 0.10413939431195796] User Vector: [0.10675075476728468, -0.07194782641851845] Predicted: -0.11585740581679156 Movie Vector: [-0.11980572911857577, 0.28771475898743437] User Vector: [-0.8928439815843157, -0.5424106224057189] Predicted: -0.04909171729484452 Movie Vector: [-0.9135812494371787, -0.3251708344076555] User Vector: [1.9525119618349354, -0.9152130260910707] Predicted: -1.4861777342794085 Movie Vector: [-0.32290188725134505, -0.0672910676208591] User Vector: [0.2020253502686542, -0.03717442669057634] Predicted: -0.06273286001416023 Movie Vector: [-0.24377814121532393, 0.3974636924923661] User Vector: [0.15049737552018005, -0.5314799647933823] Predicted: -0.2479319597545846 Movie Vector: [1.1169642482250266, 0.0396553968388965] User Vector: [-0.8070372832335979, 0.2115029209170301] Predicted: -0.893044560095033 Movie Vector: [0.5013377375332281, 0.19367417948677879] User Vector: [-0.7186047077734703, -0.690287966839423] Predicted: -0.4939546139631001 Movie Vector: [-0.30729830255949936, -0.36444226646044053] User Vector: [-1.0309341510916226, -0.08024644992310881] Predicted: 0.34604951276645607 Movie Vector: [-0.0412591099505996, 0.5919138474665928] User Vector: [0.5786680841694076, -0.7825850551270417] Predicted: -0.4870982610597513 Movie Vector: [0.549770249617694, -1.219145203648645] User Vector: [-0.8308041763266376, 0.7542462201652819] Predicted: -1.3762870810871415 Movie Vector: [0.5642130407395475, 0.14115117806735586] User Vector: [0.14101621890449878, 0.5342074041905462] Predicted: 0.15496719409550064 Movie Vector: [-1.885896430819555, 1.0394836903494278] User Vector: [1.1524921038711597, -0.05226843760763652] Predicted: -2.2278129336515247 Movie Vector: [0.5886125801929059, 0.23358320280949396] User Vector: [1.1337191065736403, 0.4646091945546676] Predicted: 0.7758462322531249 Movie Vector: [-0.23417740488932118, 0.009639310209409765] User Vector: [-0.10737825007568125, 0.6265662634030549] Predicted: 0.031185226523972386 Movie Vector: [0.0754904585624499, 0.5342293250275841] User Vector: [0.19231066520684878, 0.37069030784222023] Predicted: 0.2125512532557315 Movie Vector: [-0.7707547638310643, 0.4829617833482075] User Vector: [-0.6996416681628821, -0.41893165723795056] Predicted: 0.3369241684305935 Movie Vector: [1.4747706659423228, -0.013712519790713293] User Vector: [-1.357732147840771, 1.3803929194564668] Predicted: -2.021272209069441 Movie Vector: [-0.9552131603558529, 0.4822508193259229] User Vector: [-0.8598690623287419, -0.0482254418642572] Predicted: 0.7981014856678688 Movie Vector: [0.7730947095190617, 0.4445352657262245] User Vector: [0.7758677016251698, 1.4411063997565419] Predicted: 1.2404418317686696 Movie Vector: [1.3932224070604116, -1.6313922335504463] User Vector: [-1.1641499564748805, -1.6145604228140589] Predicted: 1.012061529837574 Movie Vector: [-1.4438058300870533, -0.7243259418147906] User Vector: [0.8584883839258488, 0.3901620085039488] Predicted: -1.522094998044126 Movie Vector: [-1.4612294339441543, 0.5142303965304206] User Vector: [-0.6067442431704881, -0.24913803577268354] Predicted: 0.7584781960706896 Movie Vector: [1.3787642486609064, -0.7316862382480583] User Vector: [-0.29595733099872484, -1.1697199177416144] Predicted: 0.44781257930604607 Movie Vector: [-0.58688056174301, 0.5320106511528458] User Vector: [1.7751502123095395, 0.9448792845249893] Predicted: -0.5391153103574713 Movie Vector: [-1.0961212235693445, -0.7840706922534373] User Vector: [1.0642017042977374, -1.3282147728066742] Predicted: -0.12507979786364665 Movie Vector: [0.3732473620384281, 0.5945070997378988] User Vector: [0.0908978363659763, 0.5645947829009192] Predicted: 0.3695829845481755 Movie Vector: [0.07349480303336733, 1.910394621681872] User Vector: [0.30028268226797095, -0.0665868945159539] Predicted: -0.1051380285701607 Movie Vector: [1.5770636957876418, 0.5130204845660606] User Vector: [-1.5076567425374905, -1.0234050130684764] Predicted: -2.9026984500770574 Movie Vector: [-0.052680917144856336, 0.17760338862327435] User Vector: [-0.1376084162796536, -1.2537529363334352] Predicted: -0.2154214324127351 Movie Vector: [-0.25852847523279177, 0.252329478830449] User Vector: [0.2249425215713515, -0.2256415127752106] Predicted: -0.11509005243794387 Movie Vector: [0.4291633274172743, 0.20026577091943037] User Vector: [-0.6611300254739678, -0.11918742178639627] Predicted: -0.3076019224958273 Movie Vector: [0.2794358595611361, 0.5805024454736888] User Vector: [0.38998497554771916, -0.40824645838163964] Predicted: -0.12801228058840877 Movie Vector: [-0.2180478773751736, 0.04344847082752348] User Vector: [-0.2040930437909843, 1.0499192631542824] Predicted: 0.09011944146207627 Movie Vector: [-0.3823872642237797, -0.8081834714293913] User Vector: [-0.38422382240982933, -0.13536893689085877] Predicted: 0.25632523364105847 Movie Vector: [-0.3480892491586906, 0.8746513902409506] User Vector: [-0.5959878643546561, 0.3671832079658109] Predicted: 0.5286142715313323 Movie Vector: [-0.7685753923497145, -0.5912404911859319] User Vector: [1.2602052035906164, 1.0588592738228813] Predicted: -1.5946031859426295 Movie Vector: [-0.29505815170427957, -0.0724145578388428] User Vector: [0.8604581926065045, 0.5145005268538713] Predicted: -0.29114253208925495 Movie Vector: [-0.613106385279766, -0.22427395056344251] User Vector: [-0.3238945767543902, -0.8586567308879121] Predicted: 0.39115617037972666 Movie Vector: [0.824294944077059, 0.20059218793607553] User Vector: [-0.5779401106328368, -0.08036748689437714] Predicted: -0.49251420120905054 Movie Vector: [-0.21298840485532236, -0.3466656252734355] User Vector: [-0.3774330117077078, -0.5067717066884252] Predicted: 0.2560691856733939 Movie Vector: [-0.6595532800822836, 0.7950761186461066] User Vector: [-1.3578434885242763, 0.08781566854110207] Predicted: 0.9653902675945295 Movie Vector: [0.3560157751380894, 0.054078653777423324] User Vector: [0.052908667971695, 0.23325438057379094] Predicted: 0.031450403328584176 Movie Vector: [-0.5125295105083852, -0.12514908804192681] User Vector: [0.3145419979908874, 0.5237802166030096] Predicted: -0.22676267270686856 Movie Vector: [-0.3885327690874695, -0.20670230080340135] User Vector: [-0.1811685187344629, -0.23386406255235428] Predicted: 0.11873014606017816 Movie Vector: [0.3926684630385962, -0.9418112180479827] User Vector: [0.32726790869719313, -0.44456623806025863] Predicted: 0.5472052568805241 Movie Vector: [-0.5606614116330212, -0.43333973430984796] User Vector: [-0.09331618096041136, 1.4818585604461425] Predicted: -0.5898294131230385 Movie Vector: [1.6768932269961043, -1.1931066652607447] User Vector: [0.431452353878797, 0.7773275806562333] Predicted: -0.20393518758107998 Movie Vector: [0.10089134275661131, 0.034594050068610493] User Vector: [-0.042062247315114265, 2.0560745811221923] Predicted: 0.06688423039315591 Movie Vector: [0.39174939203157394, 0.5734041162179686] User Vector: [-0.056695763984141584, -0.3991263791175039] Predicted: -0.25107123974870327 Movie Vector: [0.6834889565926372, 1.6058043088038136] User Vector: [1.1581569264506701, -0.8658412293922744] Predicted: -0.5987841076678011 Movie Vector: [0.9923508642484545, 0.20715773083772515] User Vector: [0.44094167651591093, -0.6643647759603115] Predicted: 0.2999405543372749 Movie Vector: [-0.8545987106070206, 0.43275767863207076] User Vector: [0.5170139412626491, -1.0513115377507847] Predicted: -0.896802588165056 Movie Vector: [0.20037665686577738, -0.6310859362016434] User Vector: [-0.035090885489940785, 0.08758027837793975] Predicted: -0.0623020762938768 Movie Vector: [0.7127927019080285, -0.05813164017026071] User Vector: [0.2346833503000212, 0.3638916965027267] Predicted: 0.1461269581911382 Movie Vector: [-0.3539236401742802, -0.8177443862086728] User Vector: [0.042070819140251736, -1.3185535350503783] Predicted: 1.0633498937478159 Movie Vector: [1.3447740126852368, -0.8660267389388475] User Vector: [0.027723394574567295, -0.2069944997729107] Predicted: 0.21654447218390885 Movie Vector: [0.032451357935929195, -0.5858737285967047] User Vector: [0.38449442868186584, 0.5593505302341979] Predicted: -0.3152314144113275 Movie Vector: [-0.651603446709486, -1.027146602454679] User Vector: [-0.6657015783284347, -0.25725573964676773] Predicted: 0.6980128018588958 Movie Vector: [-0.12379365806539469, -1.3173859339875487] User Vector: [-0.08980622315924265, -0.48285606751085164] Predicted: 0.647225232361258 Movie Vector: [-0.07286182198356517, 0.4534460283911348] User Vector: [0.9586291838898751, 0.701004359176116] Predicted: 0.24802017360844794 Movie Vector: [-0.039743832585190694, 0.4137309948061342] User Vector: [1.6552738778673894, 1.0535478806614402] Predicted: 0.3700984848573511 Movie Vector: [-0.7466397090890597, 0.19491012995848417] User Vector: [-0.21614325231526108, 0.43756905284502656] Predicted: 0.2466677759860647 Movie Vector: [0.12896638665683574, 1.8980939440021896] User Vector: [-0.3508285002606508, 0.1346421045799451] Predicted: 0.2103182792960504 Movie Vector: [-1.149836288687479, -0.6961635736046112] User Vector: [-0.8034931191609653, -0.3275050097299732] Predicted: 1.1518826040690018 Movie Vector: [0.154908503922811, -0.05473283068981702] User Vector: [-0.05531823717905142, 0.34058760992850345] Predicted: -0.027210589350320297 Movie Vector: [-0.8363421070424206, 0.8009850765438434] User Vector: [0.24041704558695803, -0.9533547732442983] Predicted: -0.9646938444956329 Movie Vector: [0.07135905284974797, -0.7906630560310574] User Vector: [0.8017766982896696, 1.1998989210227604] Predicted: -0.8915017220372751 Movie Vector: [-0.5111464235937204, 0.2005396848814105] User Vector: [0.6586156371325171, -0.42738584528569473] Predicted: -0.42235685017955416 Movie Vector: [0.2450295319631905, 0.7589081451655654] User Vector: [0.15258624057460227, -0.1007992005192673] Predicted: -0.03910919918823147 Movie Vector: [0.24140539593689997, -0.3631266001487279] User Vector: [-0.8444641344321923, -0.9599555348001111] Predicted: 0.1447271909188033 Movie Vector: [-0.7602914458477109, -0.8484524872798532] User Vector: [0.010378533452503155, 0.7604261719787482] Predicted: -0.6530761872124488 Movie Vector: [-1.065792952098562, 1.3703573348142208] User Vector: [-0.5347118058344295, 0.663285628100692] Predicted: 1.4788303996068706 Movie Vector: [0.5175750585003773, -0.6230905112648089] User Vector: [0.22803671019108085, 1.3845853236051864] Predicted: -0.7446958635575242 Movie Vector: [-0.3780117574045507, -0.9725043268942832] User Vector: [-0.63182933048512, -0.013362573198545863] Predicted: 0.2518340758504483 Movie Vector: [-0.26933166627032806, 0.4194534103519093] User Vector: [1.1893886486671834, -0.4417716577590375] Predicted: -0.5056426550323911 Movie Vector: [-0.7581183010387396, -0.6892280461963188] User Vector: [-1.1511010248501574, -1.0284140888490212] Predicted: 1.5814825864215316 Movie Vector: [1.0819864035757072, -0.08019234224069907] User Vector: [1.3763425006405894, -0.02378987028276564] Predicted: 1.4910916377760841 Movie Vector: [0.7237472853821935, -0.7859053284317029] User Vector: [-0.6349054524311357, 1.7943064046851136] Predicted: -1.86966606195255 Movie Vector: [0.9244822474630334, -0.4884372240352849] User Vector: [-0.1971771878826597, 0.05376681142180803] Predicted: -0.20854852191829862 Movie Vector: [-1.0523265210973578, -0.274783350813469] User Vector: [-0.7075801969008955, -0.10683391479996596] Predicted: 0.7739615880913581 Movie Vector: [-0.17169080869659692, 1.7473293661580303] User Vector: [-0.05034562810368185, -1.0564466653653628] Predicted: -1.8373164005691647
avg loss: 14.753525650984262: 19%|████████▎ | 12963/70000 [00:21<01:30, 631.10it/s]
Movie Vector: [-0.1033276965788032, -1.2543256853086648] User Vector: [0.20517689612715634, 0.46174178628195944] Predicted: -0.6003750385817733 Movie Vector: [-0.8666151964988632, 0.11067007297109549] User Vector: [-1.2617997464110278, 0.3640427204985378] Predicted: 1.133783469620378 Movie Vector: [-1.1658006112583483, -0.3240698191727973] User Vector: [0.404245991424003, 0.817655539853516] Predicted: -0.7362477068468047 Movie Vector: [-0.3422972495331618, 0.12215186014450599] User Vector: [0.018606757111052, 0.8675015896372023] Predicted: 0.09959789107065545 Movie Vector: [-1.078304741870913, 1.5790205911282316] User Vector: [0.42822007140260426, 0.4344368549266722] Predicted: 0.22423300591647466 Movie Vector: [-0.7666611432843528, 0.0988610334476899] User Vector: [-0.5701191865155205, 0.02523285737316938] Predicted: 0.4395827736990838 Movie Vector: [0.1918231251795372, -1.3373908846567983] User Vector: [1.6082351021008734, -0.7897122378522581] Predicted: 1.3646506317139528 Movie Vector: [-0.9900171571179173, -0.2524799467129124] User Vector: [-0.8149338738709744, -0.34140728653498364] Predicted: 0.8929970105605861 Movie Vector: [-0.1333018797775647, -1.3685082547293848] User Vector: [0.7368338517112554, -0.9502124360022305] Predicted: 1.202152224898716 Movie Vector: [-0.3798478809705899, 1.9531600905541109] User Vector: [-1.6248225516166745, 0.9488168181954504] Predicted: 2.47037654573071 Movie Vector: [-1.229938604332208, -0.41456530638096084] User Vector: [0.2807213705461424, 0.6241046835071089] Predicted: -0.6040022000276641 Movie Vector: [1.8868223875191261, 0.47429077779952733] User Vector: [0.1350786659095038, 0.634965854494006] Predicted: 0.5560278999183719 Movie Vector: [-0.20713727006470828, 0.0574827307562885] User Vector: [0.4274960306286413, 0.7084708437670474] Predicted: -0.04782552198697395 Movie Vector: [-1.1202382087913754, -0.16108738976688752] User Vector: [-0.49681017659850607, 0.5846779899541583] Predicted: 0.4623614910861715 Movie Vector: [-0.6349467748674089, -0.8367560968877982] User Vector: [0.8994732001751369, -0.3628954536124163] Predicted: -0.26746262418781797 Movie Vector: [0.4094885128697478, 0.4177403614932606] User Vector: [0.5319480733206583, 0.912275447313524] Predicted: 0.5989209006101814 Movie Vector: [-0.6299848651545373, -0.1761010203973986] User Vector: [-0.5750149219081592, 0.9464048294424793] Predicted: 0.19558784186631187 Movie Vector: [0.9826752680021357, -0.6490116240547191] User Vector: [0.7404506070168698, -0.5996927370408429] Predicted: 1.1168300558933437 Movie Vector: [0.42701611775914655, -0.7498703845151051] User Vector: [-0.38930364094722264, 0.43762464744032104] Predicted: -0.49440069203614456 Movie Vector: [0.052960620987816426, -1.0237128627755907] User Vector: [-1.1022111458706532, -1.68708760444925] Predicted: 1.6687194945589525 Movie Vector: [0.6152179889491273, -0.5242779692031174] User Vector: [1.6051843875802625, 0.2019779071234899] Predicted: 0.8816457438490665 Movie Vector: [0.7201809513061115, -1.0632166376982353] User Vector: [-0.6041357943007264, 0.982421154238168] Predicted: -1.4796136074702948 Movie Vector: [-0.4190921272577981, -0.2971264311182721] User Vector: [-0.14151326467947128, -0.3727403595380163] Predicted: 0.1700581078929878 Movie Vector: [-0.11500455519456808, -0.017257230150436287] User Vector: [-0.7112167344596494, 0.9083320446869138] Predicted: 0.06611786904528677 Movie Vector: [0.8051704066407682, -0.8599309076331989] User Vector: [-0.8669547269125667, 0.2601107644970655] Predicted: -0.9217235758064544 Movie Vector: [0.2689828526668259, -0.6933263018431145] User Vector: [-0.15218648938034562, 0.30312773324942827] Predicted: -0.2511019863307872 Movie Vector: [-0.7217541949843785, -1.0438434331548083] User Vector: [-1.5450818709816379, 0.4600143058866142] Predicted: 0.6349864096182999 Movie Vector: [1.2373766779870679, -0.08287823944268845] User Vector: [-0.891767664721846, 1.3760603494209385] Predicted: -1.2174979696367012 Movie Vector: [-0.44742427149473674, -0.6785042979775243] User Vector: [0.08411317827218417, -0.6190816712829108] Predicted: 0.382415297253025 Movie Vector: [1.2420267288551738, 0.44436960418891625] User Vector: [-0.6085948046247496, -0.4896207683947251] Predicted: -0.9734636014405684 Movie Vector: [-0.7543022558411108, 0.028510328711646327] User Vector: [1.1226606727095845, -0.337850431306585] Predicted: -0.8564577048208607 Movie Vector: [-0.13016309684611665, 0.25016219994444144] User Vector: [0.532220474387268, -0.43509331594090944] Predicted: -0.17811936624805594 Movie Vector: [0.11125018351073476, -0.42572575514049704] User Vector: [-0.40609616049341746, -1.0504224731272067] Predicted: 0.40201362821073106 Movie Vector: [-0.7957155765219986, 0.5640188447820957] User Vector: [0.6517601859345609, -0.19218267521389426] Predicted: -0.6270103825662775 Movie Vector: [0.4149260143441457, 0.37205886264128074] User Vector: [-0.21074781691401323, 1.0792553133928795] Predicted: 0.3141017526966525 Movie Vector: [-0.6802814637482534, -0.40235761547960264] User Vector: [0.006176532687855063, -0.9197669013050565] Predicted: 0.36587343650838255 Movie Vector: [0.8169313034596639, -0.7507483485378756] User Vector: [-0.5039052335253447, -0.17169922751679825] Predicted: -0.2827530477405409 Movie Vector: [1.9077567095710122, 0.5726969887317105] User Vector: [0.287052229638074, -0.843349709690934] Predicted: 0.06464197790159437 Movie Vector: [-0.21383865819793607, 0.2522676710501842] User Vector: [-0.4130367621537442, 0.23533785366962032] Predicted: 0.14769135926056087 Movie Vector: [-0.6213690911107956, 0.4550639077551611] User Vector: [1.2907333933256984, 0.7927167023172976] Predicted: -0.441285075177848 Movie Vector: [0.07558521498873012, 0.4338947256669574] User Vector: [0.9102646308562664, 0.7956724594157581] Predicted: 0.41404063131886165 Movie Vector: [-0.3501633756711628, 0.3361194797153646] User Vector: [-0.5524932483359177, 1.5489974020758714] Predicted: 0.7141111017390244 Movie Vector: [0.03967055418629476, -1.369483448620794] User Vector: [0.12583752515744287, -0.49127375461957773] Predicted: 0.6777833200537327 Movie Vector: [-0.787202781064503, 0.2957127893734791] User Vector: [1.0456219685553663, 0.3914748346176566] Predicted: -0.707352406274616 Movie Vector: [-0.5584383459168775, 0.14371319136282285] User Vector: [0.15335951324658859, -0.6349117730225896] Predicted: -0.17688703004294695 Movie Vector: [-1.2153773920463486, 0.06161252420382218] User Vector: [0.177068463519743, -0.1789153790029692] Predicted: -0.22622843552553576 Movie Vector: [-0.8972393278680761, -0.10392361908377723] User Vector: [-0.26855795979149893, -0.47661684180299346] Predicted: 0.2904925104533935 Movie Vector: [-0.20763358850788038, 0.5512815417428454] User Vector: [-0.8991195793027884, -0.38540165021562095] Predicted: -0.025777391172770642 Movie Vector: [0.20451911812541643, -0.06339092794533246] User Vector: [0.691459539733754, 1.2429976709300419] Predicted: 0.06262191949161135 Movie Vector: [-0.4827455281205718, -0.0028024036837253005] User Vector: [0.6810198845287068, 0.7072690873849576] Predicted: -0.330741357313294 Movie Vector: [-0.45671998624448024, 0.6348668643200078] User Vector: [0.9648424760828366, -0.11175235930067781] Predicted: -0.5116107123342275 Movie Vector: [-0.6606499476591742, -1.030642559755653] User Vector: [0.6312922296223911, 0.7441169730044643] Predicted: -1.1839818002726252 Movie Vector: [-0.14344802219159367, 0.28625375929624275] User Vector: [-0.47747308146886247, 1.2162532207513193] Predicted: 0.41664962588266213 Movie Vector: [0.10189337415949039, 0.6467403713706543] User Vector: [0.2652717171392354, 0.3881209816526542] Predicted: 0.2780429381391791 Movie Vector: [0.3799702389397592, 0.5510699997025246] User Vector: [0.31313848870529953, 0.3539719207435969] Predicted: 0.31404661263346373 Movie Vector: [1.055319635972845, -0.4783813518971676] User Vector: [0.5652172646972397, 0.7065968373702052] Predicted: 0.25846212771843635 Movie Vector: [-0.06302622292562479, 0.3976116654025729] User Vector: [-0.7367505858530288, 0.9045005134108083] Predicted: 0.4060745621593114 Movie Vector: [0.4287909083105843, -0.9908805559737] User Vector: [-1.6146615650520189, 0.8635090906163332] Predicted: -1.547986566891101 Movie Vector: [-0.44348156838861114, -0.3613672574225876] User Vector: [-0.02384917074953513, 0.6884780350757906] Predicted: -0.2382167516822589 Movie Vector: [-1.171778722990693, -0.2852632362648174] User Vector: [-0.12303227985907847, -0.1201056027018578] Predicted: 0.1784283207001729 Movie Vector: [0.23737701490276006, 0.7071480565553054] User Vector: [-0.0046999261582814506, -1.4266178462894854] Predicted: -1.0099456918924414 Movie Vector: [-0.11226923165252717, -1.2766201549208769] User Vector: [1.2522292261243329, -0.707989211972307] Predicted: 0.7632464844005785 Movie Vector: [1.2686076239764312, 0.580641216660967] User Vector: [-0.11283440848361385, 0.20169437998003947] Predicted: -0.026030520663893955 Movie Vector: [-0.8594346183250414, 0.5075764709110856] User Vector: [-0.18737646355530876, 1.0470555153278764] Predicted: 0.6924985627568645 Movie Vector: [1.7751562275831314, 0.5151373714767237] User Vector: [0.8834565497225503, 1.3086503535757548] Predicted: 2.2424080993621907 Movie Vector: [1.052926882493432, -0.045152305133313475] User Vector: [-0.9367344765846277, -0.2855314957042563] Predicted: -0.9734205069351588 Movie Vector: [-0.22044092272165194, 0.4823755238082723] User Vector: [-0.8313175172812615, -0.21000205251925605] Predicted: 0.08195655049936565 Movie Vector: [0.38254488639650147, -1.4310434287786253] User Vector: [-0.0021125332131209686, 1.0314693477247165] Predicted: -1.4768855708260527 Movie Vector: [0.38211929577081444, -1.223243767997609] User Vector: [0.6658819956522103, -1.3364236267730853] Predicted: 1.8892182321000264 Movie Vector: [0.22247295413364493, 0.562290935627915] User Vector: [0.04749364718974963, -0.5108627781298883] Predicted: -0.27668745749924617 Movie Vector: [-0.05927178886346729, 1.9197421249775999] User Vector: [0.2218959356806931, 0.27941215206678405] Predicted: 0.5232471095039247 Movie Vector: [0.2925416933436466, -0.6997706422586321] User Vector: [0.4459939311476696, -0.5373347947851765] Predicted: 0.5064829342936622 Movie Vector: [-0.49890963900186397, -0.2854446190469472] User Vector: [0.20427081403936412, -0.554279080176895] Predicted: 0.05630330279579003 Movie Vector: [0.44536821669061355, -1.3501842061488614] User Vector: [1.082668369772997, -0.5316421905083683] Predicted: 1.2000009700599163 Movie Vector: [-0.1286470830214743, -1.6771266998688914] User Vector: [0.5272075864953866, -0.9496275066510464] Predicted: 1.5248219281849702 Movie Vector: [1.095878515751415, -0.03207085972116619] User Vector: [-0.006903319859877738, 0.9728425345950668] Predicted: -0.03876509637958223 Movie Vector: [-0.41202256170553375, -0.23702444710424114] User Vector: [-0.14835877802964836, -0.07241387665110552] Predicted: 0.07829102285118139 Movie Vector: [1.088788140050138, 0.30739088920983854] User Vector: [1.630983544930278, -0.9483143878886896] Predicted: 1.4842923373934303 Movie Vector: [0.16405437178399554, 0.6368243605720691] User Vector: [1.0238565590810598, 1.3493934108078052] Predicted: 1.0272947405948105 Movie Vector: [-0.21741736053428432, 0.6071497667907471] User Vector: [0.9381946522730791, -1.7183507115259224] Predicted: -1.2472760387322717 Movie Vector: [1.388741941962426, -1.2413164924983773] User Vector: [0.65410188372986, -0.7539817203082189] Predicted: 1.8443086647131777 Movie Vector: [-1.9589511711627283, 0.304662271645452] User Vector: [-0.7456655386599069, -0.8885920569535913] Predicted: 1.1900019056159254 Movie Vector: [0.6862691474240538, -0.8672510148930594] User Vector: [0.2500077421823673, -1.006981216073609] Predicted: 1.0448780816949903 Movie Vector: [-0.10234058734099567, -0.5020114681403165] User Vector: [0.059913634016867515, 0.2807610919227571] Predicted: -0.14707688444784134 Movie Vector: [-1.577037786100884, 0.46667779803911247] User Vector: [-0.6772971338144429, 0.9502497560828246] Predicted: 1.5115836361991395 Movie Vector: [0.7198167281002753, -0.7838388910852775] User Vector: [0.47180842223319586, -0.6343992533875457] Predicted: 0.836882402062674 Movie Vector: [-0.679271380180249, -0.5527723352509912] User Vector: [0.7323485980393015, -1.3511014168517133] Predicted: 0.2493880423908177 Movie Vector: [-1.7745973602715504, 0.8977185600937684] User Vector: [0.10900333110866153, 0.23689793296431294] Predicted: 0.019230647623676544 Movie Vector: [0.21391300073686745, -0.6694073169627317] User Vector: [0.9138146465049607, -1.0695748943114276] Predicted: 0.911458093442886 Movie Vector: [0.4460010952236138, 0.6257113161493739] User Vector: [0.6967235640356833, 0.03189940787771528] Predicted: 0.33069929311556534 Movie Vector: [-0.011606237212686166, 0.11571436002166684] User Vector: [0.4293185215631997, -0.3265346133557411] Predicted: -0.04276751641044422 Movie Vector: [-0.23064926030352784, 0.5571046966178579] User Vector: [1.203000700197651, 0.15350074559797525] Predicted: -0.19195523533823927 Movie Vector: [-0.404052875481333, -0.704985149126439] User Vector: [-1.379433095691487, 1.140593913823141] Predicted: -0.24673786158105349 Movie Vector: [-0.19080242457791224, -0.4329821218639043] User Vector: [-0.9938092478062861, -0.7443150260979587] Predicted: 0.5118963133844721 Movie Vector: [-0.507891085183451, -0.7938355300773979] User Vector: [0.0010517775622244097, -0.6347615046439891] Predicted: 0.503362047064338 Movie Vector: [0.06994877972563725, -0.34303826125270165] User Vector: [0.45958316427494195, 0.039069384048301625] Predicted: 0.018744987951335848 Movie Vector: [1.0457853510775672, 0.4224326301432032] User Vector: [0.024107179602774947, 1.244311532408483] Predicted: 0.5508487286372131
avg loss: 14.737687804221638: 19%|████████▍ | 13038/70000 [00:21<01:32, 617.88it/s]
Movie Vector: [-1.0017195510398413, 0.47964252541408814] User Vector: [-0.782227332474584, 0.49336139241119453] Predicted: 1.0202095164954492 Movie Vector: [-0.05404738799174097, 0.18793716773618147] User Vector: [-0.17044658201895665, 0.6530154712097198] Predicted: 0.13193807069730734 Movie Vector: [0.06649733657992157, 0.05630970126804629] User Vector: [1.18194022362444, -0.09679880515921582] Predicted: 0.0731451650660829 Movie Vector: [0.31625273203196536, -0.16623930626372913] User Vector: [-0.21302093239142023, 1.0516982445049698] Predicted: -0.2422020384140712 Movie Vector: [0.6305044606604027, -1.4410949975181773] User Vector: [0.20814911616108478, 0.07129074518465323] Predicted: 0.028502209967137412 Movie Vector: [0.3487713704132775, -1.0366682142241412] User Vector: [0.05356883260428741, -0.7744057176870446] Predicted: 0.8214850675984298 Movie Vector: [-0.8799786363346731, -0.20312294314361612] User Vector: [-0.03558470305926967, -0.8562159852431166] Predicted: 0.20523088936166323 Movie Vector: [-0.4217394090152575, -0.9227753176153971] User Vector: [-0.451051597885775, -0.9051706934818619] Predicted: 1.0254954085016088 Movie Vector: [0.2605012148075311, -0.3723260328806452] User Vector: [0.24862181225353916, -1.0052297907882695] Predicted: 0.4390395042573342 Movie Vector: [0.7171059229900524, -0.6824470609372766] User Vector: [-0.32883513014621163, 0.45833484114932355] Predicted: -0.5485988847825625 Movie Vector: [-0.03985819613732147, 0.13751756218371258] User Vector: [-0.280194476388272, 0.32566180954764445] Predicted: 0.0559522645418064 Movie Vector: [-0.3248614331887536, 0.9496243850806745] User Vector: [-0.6200275079324158, 1.6138230856729316] Predicted: 1.7339487802045304 Movie Vector: [-0.348364012776855, -0.9919902532548928] User Vector: [0.6381675193058441, -0.30279461898488935] Predicted: 0.07805471292180416 Movie Vector: [0.5923956275760824, 0.6324139728982414] User Vector: [0.00959746714924125, -0.041549927847156394] Predicted: -0.020591257368439843 Movie Vector: [-0.6044747869183001, -1.3617556384310485] User Vector: [0.3706089900840374, -0.5485193702690155] Predicted: 0.522925554941425 Movie Vector: [-0.513382613353454, -0.8570555617158435] User Vector: [1.1945095252519602, 0.8631869108477451] Predicted: -1.353039564491823 Movie Vector: [0.5346354234901259, 1.8506074971664388] User Vector: [-0.3464630571894509, -0.3163863675172027] Predicted: -0.7707384070327574 Movie Vector: [1.214085199252401, -0.6475029032002206] User Vector: [-0.7328801740852612, 0.2975829231542498] Predicted: -1.0824647788676236 Movie Vector: [0.36546445542036654, 0.09573432478508148] User Vector: [0.5612192194266599, -0.9063474065757254] Predicted: 0.11833711940997063 Movie Vector: [-0.279258824801338, -0.30708460486763056] User Vector: [-0.04262721787417423, 0.2156329998757249] Predicted: -0.05431354779516633 Movie Vector: [-0.29356162911161543, -0.4548496714569002] User Vector: [-0.13625406510735383, -0.020745803069900176] Predicted: 0.04943518703644856 Movie Vector: [-0.2011056927479164, 0.8024464300756713] User Vector: [0.3732743031145084, -0.23210893500984778] Predicted: -0.2613225736001573 Movie Vector: [1.0062694549560547, 0.022706985473632812] User Vector: [-0.37105397502152815, 0.3149409655790264] Predicted: -0.3662289212737358 Movie Vector: [0.22390085291473227, -0.0350004325983468] User Vector: [-0.2836813570055814, 0.33769214128834846] Predicted: -0.07533586881971259 Movie Vector: [-0.41702470277835724, -1.3173898955294747] User Vector: [-0.03315811761251339, 2.153990865766223] Predicted: -2.8238180474811587 Movie Vector: [0.9015291243063613, -0.7046586385147052] User Vector: [0.11914941967125918, -0.9693337302757186] Predicted: 0.7904660586203098 Movie Vector: [-0.3029678170198616, -1.6427295974749156] User Vector: [-0.45520563721674473, 0.14949194166641536] Predicted: -0.10766217895672187 Movie Vector: [-0.37051807585218766, 0.4814621854947028] User Vector: [1.053438212727584, 0.6052883163853624] Predicted: -0.09889446394768625 Movie Vector: [0.25201150928689564, 0.1648496919111535] User Vector: [-1.0638481809501958, -0.12472120930308245] Predicted: -0.2886622386617769 Movie Vector: [-1.0752849272397282, 0.7425178294688963] User Vector: [0.5766856123914416, -0.47786853642101335] Predicted: -0.9749272551953383 Movie Vector: [-1.187400220832746, -0.3005131317847134] User Vector: [-0.0481576726766047, 0.33805761348136704] Predicted: -0.04440832097996023 Movie Vector: [0.32323783500283204, 0.4331707196715133] User Vector: [-0.28969436595262826, 0.16755499649653227] Predicted: -0.021060261246084927 Movie Vector: [-1.3083918109013952, -0.8256542451937823] User Vector: [-1.5490533881543926, 1.026879616962574] Predicted: 1.1789212526621533 Movie Vector: [-1.245460220370501, 0.8292368105017162] User Vector: [-0.7152178894404183, -0.4445379424627199] Predicted: 0.5221482046406067 Movie Vector: [0.8694420519259589, 0.623492027879462] User Vector: [-0.9644103351479704, 0.9437099597995618] Predicted: -0.2501032641241787 Movie Vector: [-0.5089553225165183, -0.04532370614716988] User Vector: [-0.8426665584989732, -1.041099119361421] Predicted: 0.47606610061074384 Movie Vector: [0.627082939751362, 0.7438716302117612] User Vector: [0.43319944739844907, 1.2086438312292067] Predicted: 1.1707278400551437 Movie Vector: [0.40083621438917916, -0.720440988595695] User Vector: [-0.2900660828464028, 0.991190808830015] Predicted: -0.8303634767713126 Movie Vector: [-0.12672378727462047, -0.20101887487642084] User Vector: [0.3445163804905844, -0.3092259011929341] Predicted: 0.018501822226539864 Movie Vector: [-0.5162449029478169, 0.008345789633164506] User Vector: [0.5925810122057014, 0.8471449336165269] Predicted: -0.29884683373008675 Movie Vector: [-0.11150738828971271, -0.2146765845107758] User Vector: [-0.37603356075896205, 0.09868502913723368] Predicted: 0.02074515527198514 Movie Vector: [0.12646215746613004, -0.17084915654134541] User Vector: [-1.262537958558131, -0.4053955052538739] Predicted: -0.09040179398386779 Movie Vector: [0.7815408124244388, -0.3728967286750263] User Vector: [0.748682123804136, 0.5516191414880108] Predicted: 0.37942866195013303 Movie Vector: [-0.784513600418362, 0.7664534134185401] User Vector: [0.5838558325832217, 0.5129041812423512] Predicted: -0.06492568087528211 Movie Vector: [1.0327680033768498, 2.6790000724498437] User Vector: [-0.2473763105330862, 0.3177168275813195] Predicted: 0.5956810657969025 Movie Vector: [0.6940947116892363, -0.10890539082843508] User Vector: [0.9391347989970322, -0.4016162188910975] Predicted: 0.6955866688285472 Movie Vector: [0.5298398705770122, -0.5467362060296833] User Vector: [-1.6543739413583225, 0.30194967564076614] Predicted: -1.041640095047001 Movie Vector: [-0.7134246135583805, -1.1259085381491674] User Vector: [0.6575423544127058, -2.201962444213317] Predicted: 2.0101014165284314 Movie Vector: [-0.5077255893430557, -0.8937144326464302] User Vector: [-1.373575552486773, 0.37831691816410107] Predicted: 0.35929216701598454 Movie Vector: [0.3868470986781043, -0.34471363699772045] User Vector: [0.57426734543066, -0.7459711099528241] Predicted: 0.479300070852492 Movie Vector: [-0.8635590725098797, -0.19435808169799432] User Vector: [0.19219398498535156, -1.7467975616455078] Predicted: 0.1735333637802269 Movie Vector: [-0.11765010086264631, -1.162747701170979] User Vector: [1.918516191132117, 0.31551683389625623] Predicted: -0.5925800966869311 Movie Vector: [-0.2126346044244109, 0.37436542902222236] User Vector: [0.8889460158273604, -0.2101727589793491] Predicted: -0.26770209951419505 Movie Vector: [0.6053869441551986, -0.6112854319512778] User Vector: [-0.820063201644652, -0.2669899931487033] Predicted: -0.33324846236921046 Movie Vector: [0.08005893344300025, -0.4646439990129873] User Vector: [-0.2035286056825846, 0.6086243355844014] Predicted: -0.29908792827864733 Movie Vector: [0.09490161322946761, -0.5296666713546119] User Vector: [0.6814692975965193, 0.4320208174457871] Predicted: -0.16415449262414664 Movie Vector: [1.083059310913086, 0.5209064483642578] User Vector: [0.4860798953983959, -0.07474522792925349] Predicted: 0.4875180853460872 Movie Vector: [-0.07989025355520575, -1.0279391900314818] User Vector: [-0.510832879326557, 0.2220190168449242] Predicted: -0.18741148009342284 Movie Vector: [-0.16730516854252905, 0.5560772558923991] User Vector: [-1.4642732177409512, -1.035848100195847] Predicted: -0.3310310915918003 Movie Vector: [0.8042238144866823, 0.10614272723509442] User Vector: [-0.39526630498865317, 0.5463512014919276] Predicted: -0.2598913689815072 Movie Vector: [-1.4303466814903394, 1.3321788887154737] User Vector: [-0.658452944425557, 0.03662350456039132] Predicted: 0.9906050435827666 Movie Vector: [-0.44488060454056444, -0.25306244830951635] User Vector: [-0.06369611119398466, -0.016756042573465038] Predicted: 0.03257748961248246 Movie Vector: [-0.1342974233234156, -0.48924220419800735] User Vector: [0.9339191284927956, -1.1324887298428958] Predicted: 0.42863834986870764 Movie Vector: [0.24639864403094597, 0.012849793535833168] User Vector: [-0.10405891938554201, -0.7483342759857063] Predicted: -0.03525591757812659 Movie Vector: [0.06376978153721412, -1.445790284235526] User Vector: [-1.1299953050736309, -0.6810194093683444] Predicted: 0.9125516916979455 Movie Vector: [2.0652734750153128, -0.04307645005034828] User Vector: [0.9772320958271584, 1.8144952269716985] Predicted: 1.940089513434211 Movie Vector: [-0.4627052762557998, 0.49109838147998824] User Vector: [0.4914414796733382, 0.15511965995089702] Predicted: -0.15121355167819928 Movie Vector: [0.2796299747478967, 0.7360509271282297] User Vector: [0.15577757019691998, 0.7485861676473221] Predicted: 0.5945576207526333 Movie Vector: [-0.6735895399587687, 0.06090693712993614] User Vector: [0.10572906172159739, -0.5690454690332274] Predicted: -0.10587680665180485 Movie Vector: [0.6604640163007547, 1.0112406934491165] User Vector: [0.3138594662555257, 0.2863226179809432] Predicted: 0.4968339663943512 Movie Vector: [-0.773419847261185, 0.24912491376281024] User Vector: [0.1963301169216173, 2.090688460811471] Predicted: 0.36899697346227234 Movie Vector: [-0.6019630082628286, 0.18665512301172202] User Vector: [0.12062901565193662, -0.07912832053969528] Predicted: -0.08738391154967139 Movie Vector: [-0.23573539851499775, -1.045429730054512] User Vector: [0.3408300510153603, 0.5433967818680555] Predicted: -0.6484288588828047 Movie Vector: [-2.0196855653437322, 0.23228652480576484] User Vector: [-0.03575540863327609, -0.5988481271404136] Predicted: -0.06688966764029312 Movie Vector: [0.2537852858601913, 0.2639263387966749] User Vector: [-0.8129935635033764, -0.1343594380238347] Predicted: -0.2417867984766094 Movie Vector: [-0.11428532630818329, -0.35162037684644776] User Vector: [-0.20888849419729957, 0.39771040686294334] Predicted: -0.11597019341553876 Movie Vector: [-0.920187498721926, -0.33361007625304423] User Vector: [-1.0041643106001432, -0.20219184398218232] Predicted: 0.9914726817656124 Movie Vector: [1.5806570424099746, -0.23286820388468443] User Vector: [-0.20783333745783966, 0.28570812025216297] Predicted: -0.3950455652986936 Movie Vector: [1.078432877749844, 0.31275667145572983] User Vector: [0.27401928692435684, 0.11726771041651156] Predicted: 0.3321876669358969 Movie Vector: [-1.2099936586114672, -0.028239760148414797] User Vector: [-0.3319684607255151, -0.36326452589974484] Predicted: 0.4119382354187196 Movie Vector: [0.8444816426099597, 0.3409798867910172] User Vector: [1.1397591018224278, 0.6574062890693839] Predicted: 1.1866679605092374 Movie Vector: [0.749791842068662, 1.3159934152852308] User Vector: [-1.2927394304503048, -0.21462863019823877] Predicted: -1.251735342944698 Movie Vector: [0.8891540844994079, 0.050930597936047386] User Vector: [-0.46408070295509496, -0.8761840335685712] Predicted: -0.45726382930154424 Movie Vector: [-0.06367974782796262, 1.0258151215990927] User Vector: [0.13690903650246397, -0.362674221263688] Predicted: -0.3807550333063126 Movie Vector: [0.2343196687762567, -0.2152557443319734] User Vector: [0.15752205033961653, -0.04644868207002915] Predicted: 0.04690886029275909 Movie Vector: [-0.4768125080254114, -0.3776370114262293] User Vector: [-0.42290111326764235, -0.5807768050785355] Predicted: 0.420967357439415 Movie Vector: [0.48875019183106416, -0.10336738733690767] User Vector: [-0.4916520359784023, -0.691013509274906] Predicted: -0.16886676583032234 Movie Vector: [-0.18109218200358734, 0.28906882060936645] User Vector: [-0.900679325721555, -0.46279848900113435] Predicted: 0.029325370985081395 Movie Vector: [-0.2910274827711513, -0.9966825492034951] User Vector: [-0.20177024482358288, 0.15298774847361032] Predicted: -0.09375953269645479 Movie Vector: [0.7665374034675005, -0.3456453312765766] User Vector: [-0.2833507864678532, -0.8000147942862152] Predicted: 0.05932240246767875 Movie Vector: [-0.28249005179870795, 0.18888259285242615] User Vector: [-0.15264857308981922, 1.0199633119296259] Predicted: 0.23577501829075753 Movie Vector: [0.004116123799983468, 0.2014000436279635] User Vector: [-0.27911807846447884, 0.7458643218327385] Predicted: 0.14906822239188164 Movie Vector: [-0.22428804393347535, 0.7250118723600605] User Vector: [0.3627346810195787, -0.34049129101238806] Predicted: -0.32821728049190013 Movie Vector: [-1.1023953825788613, 1.4157609818372205] User Vector: [-0.8632865933516185, 0.030937835578011857] Predicted: 0.9954837348269039 Movie Vector: [-1.2468490521152422, 1.3949483065001484] User Vector: [-0.10876433135959426, -0.16442532833393575] Predicted: -0.09375212984549633 Movie Vector: [-0.8218162689802532, -0.5737467885160387] User Vector: [0.5189796044583128, 1.169815272027566] Predicted: -1.0976836376956105 Movie Vector: [0.7531003929990769, 0.30099191964139127] User Vector: [-0.8263937202208019, 0.5145091055960112] Predicted: -0.4674943521039364 Movie Vector: [0.37099119127096347, -0.24426104338482665] User Vector: [-0.64020832120019, -0.9773583097869315] Predicted: 0.001218912765744401 Movie Vector: [-1.0158785665237362, 0.4745596254754237] User Vector: [1.550547825163449, -0.37095223658608273] Predicted: -1.7512072564171035 Movie Vector: [-1.4295955515337635, 0.6103639705262954] User Vector: [-0.872837479373319, 0.4069306005104512] Predicted: 1.4961803547802486 Movie Vector: [0.6924449270906756, 1.2521344518914728] User Vector: [-0.6749924913677235, 0.5750196921422188] Predicted: 0.25260684057542376 Movie Vector: [-1.0096294932373424, 0.5315897936213261] User Vector: [-0.5088757385858165, 1.6574528017048211] Predicted: 1.3948609468645308 Movie Vector: [0.0777589721334119, 0.4500145990943886] User Vector: [-0.2627712308054842, 0.33442344689454845] Predicted: 0.1300626125683478 Movie Vector: [0.03152571445856164, -0.31951207488315114] User Vector: [0.5338928131186986, -0.3784529472534643] Predicted: 0.13775163880045643 Movie Vector: [1.1644856878868035, 0.4744979295408749] User Vector: [0.055777953146644334, -0.06671861427140614] Predicted: 0.03329478380526954 Movie Vector: [0.9394994437249856, 0.5964226844704512] User Vector: [0.40326952106232267, 0.3242064803923785] Predicted: 0.5722355900676326 Movie Vector: [-1.2535375028654445, 0.44043343179254074] User Vector: [1.2258311663019974, 0.34512458567566834] Predicted: -1.384620933475728 Movie Vector: [0.9967007918362051, -1.3439635174929379] User Vector: [-0.20216825419083553, -1.1072678689410658] Predicted: 1.2866263609127953 Movie Vector: [0.7314930889299041, 1.0464184827841247] User Vector: [0.7903899756569833, 0.6045249889865898] Predicted: 1.2107509265329954 Movie Vector: [0.7417922399081408, -0.4155110167800325] User Vector: [1.062937217548403, 0.11822441095736819] Predicted: 0.7393550342818402 Movie Vector: [0.18642850770050695, -0.2448237985239119] User Vector: [0.12523032704706719, -0.7088333778442345] Predicted: 0.19688578307459195 Movie Vector: [1.3089179594527567, 1.0164148688944468] User Vector: [1.231499714057875, -0.038772184647220015] Predicted: 1.5725234678163316 Movie Vector: [-0.6549831428038709, -1.8596903466108325] User Vector: [-0.18617524925860474, -0.8876390939911025] Predicted: 1.7726755042413338 Movie Vector: [0.6459432342886893, 0.520220184915957] User Vector: [1.3799413240941691, -0.24037131725713243] Predicted: 0.7663177509020065 Movie Vector: [-1.5419585151837962, 2.88653283386136] User Vector: [0.4919839040633693, -0.6473445254216632] Predicted: -2.6271999976539107 Movie Vector: [0.30383516384896164, -0.9341565358341305] User Vector: [0.1682187730458476, -1.0076876145923657] Predicted: 0.9924487497214192 Movie Vector: [-1.152385077558902, 2.0215259337784013] User Vector: [-0.19074696470243874, -0.15566549624642467] Predicted: -0.09486788194388687 Movie Vector: [0.3240939652548426, -1.0263191027877443] User Vector: [-1.1268747197262263, -0.7517694083121605] Predicted: 0.40634200838069795 Movie Vector: [-0.056813100243788085, 0.36421620595327875] User Vector: [-1.7371780382114341, -0.7766339228286041] Predicted: -0.1841681907610323 Movie Vector: [0.49451189403044205, 0.7727471227612068] User Vector: [-0.17911125071538692, 1.2506932078438797] Predicted: 0.8778969339849148 Movie Vector: [-0.27291223437695733, 0.18441491584100825] User Vector: [0.3420532627445887, 0.560615624118342] Predicted: 0.0100353629293842 Movie Vector: [1.0633711851163943, 0.9372080732349911] User Vector: [-0.4658502591422211, -0.3078881161912177] Predicted: -0.7839269702983653 Movie Vector: [-0.17977815978054548, -0.9562152275188963] User Vector: [0.8868564514879607, -1.5749860024817885] Predicted: 1.3465881778641902 Movie Vector: [-0.49516543331236157, -0.09623415721253674] User Vector: [-0.8538918323114004, 1.0025077461996632] Predicted: 0.3263422310937967 Movie Vector: [-1.6374087620173694, 0.05886312139413679] User Vector:
avg loss: 14.724389468447132: 19%|████████▍ | 13171/70000 [00:21<01:33, 605.82it/s]
[0.2641351393130468, -0.008956733139880723] Predicted: -0.433024412737969 Movie Vector: [-0.24644141652392437, -1.4929382294944464] User Vector: [-0.5689598069135537, -0.5982479273720923] Predicted: 1.0333624622505684 Movie Vector: [-0.5298088051806606, -1.472264930917345] User Vector: [1.5030036523161527, -0.14126120394458008] Predicted: -0.5883306525490217 Movie Vector: [0.8193010080725458, -0.19174979466782138] User Vector: [0.23864001320681993, 0.5586302951522936] Predicted: 0.08840075899611646 Movie Vector: [0.05224138360111319, -0.3341964943933708] User Vector: [0.7040397960188924, 0.7303802173490094] Predicted: -0.2073104951580347 Movie Vector: [-0.503152926122791, 0.3973585662859813] User Vector: [0.26692025699687805, -1.0313831710871166] Predicted: -0.5441306465040923 Movie Vector: [-0.6432615527440855, -0.13513801843637374] User Vector: [1.2191190926413877, 0.49849906190859516] Predicted: -0.8515786159311785 Movie Vector: [-0.5797754388599476, 0.1721008709172367] User Vector: [0.38617124568468847, -0.18852833871256347] Predicted: -0.2563384947269449 Movie Vector: [1.7204934448766878, -0.749513865298817] User Vector: [0.3897655318541227, 0.7189414466753439] Predicted: 0.13173245997273364 Movie Vector: [0.3209972381591797, 0.5160808563232422] User Vector: [0.2488264521303007, -0.8228700318845488] Predicted: -0.3447948667829377 Movie Vector: [-0.34154333918272106, 0.15730137188090632] User Vector: [-0.06851652514387213, 0.6520812138675186] Predicted: 0.12597463230596231 Movie Vector: [-0.3565711468573076, 0.30032308889932163] User Vector: [-0.7424363808049528, 0.3372134375217755] Predicted: 0.3660043729471088 Movie Vector: [-0.08191812012208788, 0.3434602405622344] User Vector: [-0.5099460505358566, 0.009443818746122407] Predicted: 0.04501739808194993 Movie Vector: [-0.5123563419954824, 0.3436570950004432] User Vector: [-1.0339127035725242, 0.4757014590166643] Predicted: 0.6932099122382174 Movie Vector: [0.37640821308462646, 0.8171647248403909] User Vector: [-0.875616841862623, 0.7777993152158716] Predicted: 0.30600079260710833 Movie Vector: [1.539204027140091, 0.573413481184201] User Vector: [0.5703370685463582, -0.6630661533221376] Predicted: 0.49765404150196463 Movie Vector: [-0.5687088464591536, 0.2563269528207568] User Vector: [1.1698707050697779, 0.23352214198301544] Predicted: -0.6054578001159077 Movie Vector: [0.392023988138476, 0.06064568437301893] User Vector: [0.740804881584464, 0.46699148023382114] Predicted: 0.3187343020263423 Movie Vector: [-0.6805028739609016, -0.25726756808882445] User Vector: [0.9044873809257299, -0.4319105743512257] Predicted: -0.5043896790861407 Movie Vector: [0.2392972020060387, 0.17464714627580666] User Vector: [0.3419034177524316, -0.669547242721965] Predicted: -0.03511798401376737 Movie Vector: [-0.6266572957664296, -0.19636313483176404] User Vector: [0.8163698365778284, 0.6416898057964151] Predicted: -0.6375883359909139 Movie Vector: [-0.3181439548345515, -1.2079125694434298] User Vector: [1.1461046487527482, -0.9774204926384739] Predicted: 0.8160122330811381 Movie Vector: [-0.06437021081629463, 0.1660071568356468] User Vector: [-0.1992230004186905, 0.38056232241164034] Predicted: 0.07600009567873302 Movie Vector: [2.1004929200261606, 0.5894180389078044] User Vector: [1.0004496353145396, 0.07540381870516366] Predicted: 2.145881746768302 Movie Vector: [-0.03669032504361472, 0.954319710187782] User Vector: [-0.6409466323794699, -1.2993286055368447] Predicted: -1.2164583579970036 Movie Vector: [-0.05033192869390399, 1.1909120642883588] User Vector: [1.2897336880424997, 0.2760350014634124] Predicted: 0.26381862938795175 Movie Vector: [-0.1253221934091617, -0.5637296823613077] User Vector: [-0.5679727883762451, -0.5151417773823801] Predicted: 0.3615803061708373 Movie Vector: [-0.20260747271309887, 0.7046607836139762] User Vector: [-0.8551401048272161, -0.21290122079532486] Predicted: 0.02323463437665091 Movie Vector: [0.7960702285972718, -0.12481165509260515] User Vector: [-1.2404694139077186, 0.4086876791855931] Predicted: -1.0385097555525509 Movie Vector: [-0.6023479884430639, -1.5208330773704093] User Vector: [0.593658436155695, -2.302782415446488] Predicted: 3.1445587025573087 Movie Vector: [-0.33727709263045935, -0.9616148231057002] User Vector: [0.24953364889115595, -0.22597215466885223] Predicted: 0.13313618992722331 Movie Vector: [-1.2191145200842477, 1.419943877196373] User Vector: [0.8408122926882408, -0.16232939167002464] Predicted: -1.255545100472424 Movie Vector: [0.9629181098764412, -1.5289899867099688] User Vector: [0.5005457898457709, 0.18296273558862258] Predicted: 0.2022364152088325 Movie Vector: [2.145181117619645, 1.7621628669481628] User Vector: [-0.44839132971500906, -0.0488417889685519] Predicted: -1.0479478006847025 Movie Vector: [-0.05785266306351214, 0.579153234502148] User Vector: [0.13820917549646367, 0.47297596068502973] Predicted: 0.26592978861021305 Movie Vector: [0.17212618875044303, 1.1648011357581647] User Vector: [1.1031920945696914, 0.2635753496203207] Predicted: 0.49690111729350417 Movie Vector: [1.5409477648374468, 0.04471280763119214] User Vector: [-0.17811633800018922, 0.05698559223194538] Predicted: -0.27191998709920623 Movie Vector: [0.9374859189585718, 0.394624201702968] User Vector: [-0.060689113901220934, 0.32621623365144026] Predicted: 0.07183763107078098 Movie Vector: [-0.832349577663308, 0.10176833236860747] User Vector: [-0.16387688097221043, 0.27349309238868225] Predicted: 0.1642357885927292 Movie Vector: [-0.3296028513307492, 0.4547997436901747] User Vector: [0.19084444263548803, -0.3933016648102158] Predicted: -0.24177636880188957 Movie Vector: [0.29979730901917534, -0.7699306564664183] User Vector: [-1.1701511632937507, -0.26236967367561864] Predicted: -0.14880171481117505 Movie Vector: [-0.3014780267607796, 0.31575595587925076] User Vector: [0.039733317252216904, 0.4597973390965661] Predicted: 0.13320502623531383 Movie Vector: [0.41686109328775695, 0.8738078157866345] User Vector: [-0.5992400420303782, 0.5028399106794634] Predicted: 0.18958558497858344 Movie Vector: [-0.7301864716476679, 0.5450213682416576] User Vector: [-0.9357499076555797, 0.9865988350321543] Predicted: 1.220989370390509 Movie Vector: [0.3035020940157115, 0.8507679448203351] User Vector: [-1.7875200852700508, 1.0409236918890243] Predicted: 0.34306842108861746 Movie Vector: [0.07648032112127201, -1.7079562734654397] User Vector: [-0.8505928107957017, -1.3852019337121433] Predicted: 2.3008107213870126 Movie Vector: [0.6126902002244627, -0.028445538597969444] User Vector: [0.4344670964718105, -1.0294324430169328] Predicted: 0.2954764926200947 Movie Vector: [-0.7211647492310861, -0.6784265866587215] User Vector: [0.7904366593496316, 0.16337295096379906] Predicted: -0.6808716086976674 Movie Vector: [0.9321563696975096, 0.577312574546579] User Vector: [0.6305078776222499, -0.5417634063598133] Predicted: 0.2749651073493298 Movie Vector: [0.2873905442847144, 0.2554387820064199] User Vector: [-0.9899511712558745, 0.3917165195181002] Predicted: -0.18444301528501877 Movie Vector: [-0.34044697598568635, -0.6662240665869151] User Vector: [1.8942019031103419, 0.07521629615227171] Predicted: -0.6949862165164202 Movie Vector: [-0.4214889207989533, 0.5778222947989534] User Vector: [0.4453344380674465, -2.0544881632026075] Predicted: -1.3748325967946737 Movie Vector: [0.43086390219211734, 0.18244143340633448] User Vector: [0.29305230535612925, 0.5937270287922709] Predicted: 0.2345860700170837 Movie Vector: [0.733464062104551, 0.18796138141784127] User Vector: [-0.3086518749996095, 0.4617184082170913] Predicted: -0.13959982817886843 Movie Vector: [0.5290295116179304, -0.9176834864360022] User Vector: [1.1005211580386902, -1.1504895406461673] Predicted: 1.637993423530737 Movie Vector: [0.20064735045290163, -0.07766262212484384] User Vector: [1.022756769688873, -0.8728573175839162] Predicted: 0.2730018240202654 Movie Vector: [-0.34594308651827443, -0.3923537242233785] User Vector: [-0.21432267260950547, 0.3493569515778915] Predicted: -0.06292805416153427 Movie Vector: [-0.45625252688244666, -0.2560539718316103] User Vector: [-0.27897056173159784, 0.9751681541930641] Predicted: -0.1224146553689772 Movie Vector: [0.9778929210304151, 2.5089194102984664] User Vector: [-0.729257472111185, -0.3586804733241166] Predicted: -1.6130361212039808 Movie Vector: [-0.43373131322174074, 0.28906424701717043] User Vector: [-1.3461942337335262, 0.32880573865153356] Predicted: 0.6789325761070074 Movie Vector: [-0.21355132604002627, -0.7580056785361364] User Vector: [-0.14997230957569355, -1.2120704929561623] Predicted: 0.9507831020260399 Movie Vector: [0.17022116254070732, 0.9283812149550927] User Vector: [1.6140535642948122, 0.39961773020256885] Predicted: 0.6457436680002926 Movie Vector: [0.22099130440167247, -0.8293028185397653] User Vector: [-0.8481864708708224, -1.4389402458757505] Predicted: 1.0058753670414686 Movie Vector: [-0.45952887444315194, -0.20354554789685925] User Vector: [0.22301234763011527, -1.1761532232835747] Predicted: 0.13692013915052045 Movie Vector: [0.3421072274127696, 0.0932725624046999] User Vector: [-0.047480148100081165, 0.45838617754694416] Predicted: 0.026511551527032752 Movie Vector: [1.6318444851392835, -0.13606672141874376] User Vector: [-0.7506746472792826, 0.6221962183392207] Predicted: -1.3096444828051326 Movie Vector: [0.6627427257486885, 0.8433638632408117] User Vector: [0.7781401060272796, 0.425054618819419] Predicted: 0.8741824002987886 Movie Vector: [-0.040848351528559035, 0.6373449613187062] User Vector: [-0.27181387452292805, -0.1563256827884179] Predicted: -0.08853023755305234 Movie Vector: [0.5941320647391728, 0.6248964854491459] User Vector: [0.9111845522873416, 0.4740843243424335] Predicted: 0.8376175874970366 Movie Vector: [0.7365748667566243, -0.49408470887692013] User Vector: [0.2392564792946903, -0.05267512644129714] Predicted: 0.2022562838699488 Movie Vector: [-0.2715034648342256, -0.5856391483266838] User Vector: [-0.5222918193363817, 0.0745780839634316] Predicted: 0.09812819302821901 Movie Vector: [-0.6349173949365658, 0.3382036182512811] User Vector: [0.19192928270082893, 0.31247466920178985] Predicted: -0.01617917644853653 Movie Vector: [2.0433255964190016, 1.751068080893924] User Vector: [0.8087252983153482, -0.007102808240498561] Predicted: 1.6400516017246967 Movie Vector: [-0.43154900514519234, -0.5511167940715045] User Vector: [-0.8758924091660909, 1.474462654347902] Predicted: -0.43461063325252436 Movie Vector: [-0.7413404610677545, 0.5907332395567382] User Vector: [0.21866277586121483, 0.6742360617079872] Predicted: 0.23619008988342807 Movie Vector: [-0.36131939058808993, 0.7696640034205466] User Vector: [-0.3880837115075369, -1.119351469057391] Predicted: -0.7213023627703142 Movie Vector: [-1.5231468749857295, 0.44389417213783633] User Vector: [0.5946542459918894, 0.40261968372573986] Predicted: -0.7270252252857069 Movie Vector: [-0.5239524514526014, -0.04478021015465998] User Vector: [-0.6129492767273511, -0.8647354443915154] Predicted: 0.3598793110854299 Movie Vector: [0.1775987986529129, 0.40617446258032125] User Vector: [0.3389193180075078, -0.3181043858654516] Predicted: -0.069014214254945 Movie Vector: [-1.1551383388866443, -0.32723034078073243] User Vector: [0.6017827742351325, 1.3937759771195641] Predicted: -1.1512281421654007 Movie Vector: [0.6827968900076469, 0.6710283076742102] User Vector: [0.7024334833936445, -0.35639290356158976] Predicted: 0.24046967095438698 Movie Vector: [-0.027427886452963998, -0.6192492446855332] User Vector: [0.3479988939329821, -1.0935805106989114] Predicted: 0.6676540311045697 Movie Vector: [-1.6506562454098985, 1.341258686785071] User Vector: [0.3843475409940746, -0.3450530903189153] Predicted: -1.097231123742085 Movie Vector: [1.2680298560610364, 0.6138042307728591] User Vector: [1.3521340982757195, -0.30908414199405665] Predicted: 1.5248292519910287 Movie Vector: [-1.0240792993678889, -0.6134293393567223] User Vector: [0.07718189178691548, 0.3735975540077054] Predicted: -0.3082160784052667 Movie Vector: [-1.8478139463318384, 0.15280935065718426] User Vector: [0.565241088703807, 0.4147966631209932] Predicted: -0.9810755580004005 Movie Vector: [0.38337317995656245, 0.8419296395896156] User Vector: [-0.724860217430652, 0.10835225536572635] Predicted: -0.18666699127160635 Movie Vector: [-0.44457198497554257, 0.340292931291034] User Vector: [-1.8890133561278795, -0.6903050828916518] Predicted: 0.6048964772367825 Movie Vector: [-0.48362134968146697, 0.7014731408390729] User Vector: [2.1990427422014798, 1.6931732947824836] Predicted: 0.12421157008519623 Movie Vector: [0.6164178938898743, 0.9213969829685738] User Vector: [-0.2782195618560929, 0.7898283260568333] Predicted: 0.5562459203335888 Movie Vector: [0.9240270576286472, 0.4669682972096363] User Vector: [0.5254140519882791, -0.005126569415844057] Predicted: 0.4831028551048309 Movie Vector: [0.6131880417002307, -0.4734538314787691] User Vector: [0.5717505022773928, -0.11738763435188135] Predicted: 0.40616819608472476 Movie Vector: [0.19740781861682127, -0.003463324993805826] User Vector: [0.7092899282763029, 1.237471122186345] Predicted: 0.13573361284132568 Movie Vector: [-0.21831574545458543, -0.6480732718187072] User Vector: [1.2373020143182771, 0.28598866667938305] Predicted: -0.4554641225263323 Movie Vector: [-1.3298558266636002, -0.19313020123387714] User Vector: [-0.44228776040801565, -0.10524669432661846] Predicted: 0.6085052704950942 Movie Vector: [-0.5538117916183664, -0.2933485411600241] User Vector: [-0.22784160879774062, 0.737043060710383] Predicted: -0.09002913705802223 Movie Vector: [-0.11272944947746101, 0.7474924310070991] User Vector: [0.029524654971455205, 0.41073456263173497] Predicted: 0.303692678619289
avg loss: 14.721712344266178: 19%|████████▌ | 13293/70000 [00:21<01:39, 568.09it/s]
Movie Vector: [0.5869644755025503, 0.40442741319242154] User Vector: [-0.7645509251189546, -0.08398107133832468] Predicted: -0.4827284801959236 Movie Vector: [-1.0526501818675558, 0.26503468025424964] User Vector: [0.3493290345103711, -0.29715749262801916] Predicted: -0.4464783127527814 Movie Vector: [1.3880376994607952, -0.5925417979637987] User Vector: [-0.23005626904561588, 0.33258375229055503] Predicted: -0.5163965489884026 Movie Vector: [0.02600242391508531, 0.19120964581373368] User Vector: [0.49829740928595934, 1.5584475623757839] Predicted: 0.3109471468931925 Movie Vector: [0.15826044877208056, 0.7292114488283541] User Vector: [-0.97463327372821, 0.40533139017121894] Predicted: 0.14132639099393687 Movie Vector: [-0.04911657327840499, -0.227226731393276] User Vector: [0.33942617699941385, 0.2425142447445225] Predicted: -0.07177716984480738 Movie Vector: [0.45198710324034996, -0.4293302565779082] User Vector: [-0.19734122022214579, -0.2632237939414588] Predicted: 0.023814252512173284 Movie Vector: [0.5167138896342777, 0.13897304372635177] User Vector: [0.8796629825992575, -0.4376166783608402] Predicted: 0.3937171595289304 Movie Vector: [0.3341717047897713, -1.1158827250228749] User Vector: [0.9593811762279816, -1.4031943482758877] Predicted: 1.8863983762941152 Movie Vector: [1.1359910550649766, 0.337388936378587] User Vector: [-1.5044091252287415, -0.9024471688738227] Predicted: -2.0134709998621827 Movie Vector: [-0.19899206546252288, -0.7506675014326843] User Vector: [0.34264466740616595, -0.38432208813807595] Predicted: 0.22031453156112923 Movie Vector: [1.222264984790072, -0.3811707792404063] User Vector: [0.32728169642468347, 0.6082208379496427] Predicted: 0.16818894695106648 Movie Vector: [-0.727997766986434, -0.6623178264029866] User Vector: [0.8522772100490306, -0.36346816173768337] Predicted: -0.3797244629203306 Movie Vector: [-0.039582751284336415, -0.9646104660600254] User Vector: [0.6651078798228819, -0.07834067659806271] Predicted: 0.04924143678043355 Movie Vector: [0.6117860276295803, 0.0826660409439467] User Vector: [-1.956934912181933, -0.6383152450507593] Predicted: -1.249992430435938 Movie Vector: [-0.29961403753970584, -0.7093590466177682] User Vector: [0.045835402338412656, -0.6107279024746786] Predicted: 0.41949243268543857 Movie Vector: [0.9088437232763312, 0.47442567485808496] User Vector: [-1.5103243600868559, 0.15330642337143957] Predicted: -1.299916311408206 Movie Vector: [-0.17671510948999472, -0.10503033990734241] User Vector: [1.1588263153855685, -0.7625236308206426] Predicted: -0.12469400307077491 Movie Vector: [-0.1061605106062749, -0.5593012285998253] User Vector: [-1.51062142936487, -0.8169989109123765] Predicted: 0.6173168369121669 Movie Vector: [0.8151894890693983, 0.6765800984303989] User Vector: [-0.459729264754153, 0.29042148067034135] Predicted: -0.17827307046694632 Movie Vector: [-0.0727847638464461, 0.3971863587747785] User Vector: [1.0786815629229127, 0.46899558948856007] Predicted: 0.10776706764753236 Movie Vector: [-0.29385602399729155, -1.0009359827194921] User Vector: [0.43879327466926815, 1.5836147720900027] Predicted: -1.7140390552020741 Movie Vector: [0.6971797095909485, 1.037826938406621] User Vector: [0.5462606419795568, 0.5496338977838277] Predicted: 0.95126670111776 Movie Vector: [-1.2930245922597214, 0.7996735566648906] User Vector: [-0.5333105787556931, 0.05081036930136554] Predicted: 0.7302154023780557 Movie Vector: [-0.5275095689275344, -0.389578383524093] User Vector: [-0.12510833598084528, -0.26045028960286826] Predicted: 0.16746164719436413 Movie Vector: [0.5733025050865529, 1.043795836372818] User Vector: [0.7919210290021059, -0.9339872184110115] Predicted: -0.5208816600452155 Movie Vector: [1.3880251218071398, 1.0139242816286038] User Vector: [0.10398988231273384, 0.2829996724773002] Predicted: 0.43128080868151925 Movie Vector: [1.8133731916369724, 0.6699814689988626] User Vector: [0.5472798134604339, -1.1480735324558806] Predicted: 0.2232345502597296 Movie Vector: [0.5150056757061992, -1.6182603193937115] User Vector: [0.3794306055737876, -0.22545370027253608] Predicted: 0.5602516924186691 Movie Vector: [0.3360551622586884, 0.4662842435523888] User Vector: [-0.5178913423412224, -1.162682561230727] Predicted: -0.716180617637873 Movie Vector: [1.0259742572532011, 0.912491827091137] User Vector: [0.2149823971907091, 0.29673567778170945] Predicted: 0.4913352860624094 Movie Vector: [-0.2870359096132816, -0.2677436341939766] User Vector: [1.490904191369203, -1.1221883203211214] Predicted: -0.1274842615831019 Movie Vector: [-0.010120148270071627, -0.4761752925735778] User Vector: [-0.08046788967506693, 1.4676442066799709] Predicted: -0.6980415625352602 Movie Vector: [1.0328713257927584, 0.042240222718125275] User Vector: [0.09640480213559299, 1.0515620360703548] Predicted: 0.14399197040011555 Movie Vector: [0.0993485569947999, 0.23471023206218358] User Vector: [0.7169675106749804, 1.2373364265942473] Predicted: 0.36164520742264183 Movie Vector: [-0.39411989725378127, 0.6569806096260866] User Vector: [-0.21608486542824878, -0.3276386239354732] Predicted: -0.13008887792950077 Movie Vector: [-0.1518411430297436, -1.5077885751382214] User Vector: [-0.6682447363249823, 0.33218162898163556] Predicted: -0.39939262046211865 Movie Vector: [1.0376835261648576, -0.0955963904787914] User Vector: [-0.7031715315864093, 0.558270327558431] Predicted: -0.7830381426213273 Movie Vector: [0.3579224612973788, 0.7255612925047144] User Vector: [0.46329162863638174, 0.3299685959553525] Predicted: 0.4052349209873364 Movie Vector: [1.7179453705954237, -0.7777579273858339] User Vector: [-0.0088576979539471, -0.7600689693019199] Predicted: 0.5759326250404323 Movie Vector: [-0.17489236442121023, -0.05847224427520409] User Vector: [0.041061981376983775, 0.5726421898171532] Predicted: -0.04066510101611676 Movie Vector: [-0.2025128022883162, 1.4621779209291743] User Vector: [-0.2457509219310059, 0.22644356463560622] Predicted: 0.38086848841186705 Movie Vector: [0.7721228449991825, 1.1132328608931807] User Vector: [-0.12937149667620845, 0.07629859662980248] Predicted: -0.014952583067106534 Movie Vector: [0.6583376194005507, -1.4315621843887076] User Vector: [-0.1050737695247769, -0.9855667337347471] Predicted: 1.3417260509157747 Movie Vector: [-0.3177842522972515, -0.45853776524000806] User Vector: [0.6504762083781166, 0.6556785517247232] Predicted: -0.5073644733402506 Movie Vector: [0.6521723510147246, -0.8140271943479858] User Vector: [0.03813417606358103, -1.2990147076583527] Predicted: 1.082303353149293 Movie Vector: [0.3833056472713284, -0.3891195921423587] User Vector: [-0.18269393819727447, 0.932616233915899] Predicted: -0.43292686679995157 Movie Vector: [0.3631401647520162, 0.39156944110034037] User Vector: [-2.3917903096982296, 0.6844979352692064] Predicted: -0.6005266531683908 Movie Vector: [-0.3405361748993889, 0.005887849688856528] User Vector: [0.00926131507618981, 0.5620101857602124] Predicted: 0.0001552186867787458 Movie Vector: [0.24311921760621813, -0.49803285749444076] User Vector: [-0.5145300575806351, 0.6533151260532927] Predicted: -0.45046454410654846 Movie Vector: [0.8960128815998722, -0.4806741199860783] User Vector: [-0.7234232571056585, 0.09713476386956245] Predicted: -0.6948867243586637 Movie Vector: [1.0280008588837426, 0.2402034041213708] User Vector: [-0.44009748899297146, 0.17256020905749117] Predicted: -0.41097104704584836 Movie Vector: [0.1418618598604364, -1.1478911991793603] User Vector: [-0.21862397463749378, 0.31838062658375926] Predicted: -0.3964807228968633 Movie Vector: [-1.9038947889475797, -0.8331841127827898] User Vector: [0.17811619544218843, -0.06536731598619305] Predicted: -0.28465148715460264 Movie Vector: [0.41384888501072303, 0.988700128541102] User Vector: [-0.27661806132037803, 1.0997610199540921] Predicted: 0.972855785541838 Movie Vector: [0.6180205250117143, -0.05228483732870076] User Vector: [0.47448429078763843, 0.370709656741774] Predicted: 0.27385853640346514 Movie Vector: [-0.187546339311352, -0.06849261470784612] User Vector: [0.2360619496231479, 0.7854926885063467] Predicted: -0.09807300257221757 Movie Vector: [-0.2544166812892735, -0.6964080668628088] User Vector: [0.12340410336338253, 0.44826990751747353] Predicted: -0.3435748421622041 Movie Vector: [-1.1216815768198531, -0.07479879148932632] User Vector: [-1.3697658316768084, -0.6568917127689922] Predicted: 1.5855758042036743 Movie Vector: [0.31676578414448553, 0.02294092494187777] User Vector: [-0.11170022055548001, 0.31000833709885434] Predicted: -0.02827092996062745 Movie Vector: [0.5409950503248073, -0.6676943340109064] User Vector: [-0.9911590530897942, -0.5196243379669604] Predicted: -0.1892619155314938 Movie Vector: [-0.39460049607540737, -0.27701643785815466] User Vector: [-0.7989583215403606, 0.08550678098212178] Predicted: 0.29158256614301636 Movie Vector: [0.9681801818923251, -0.61437547333667] User Vector: [0.4978935637661324, -0.14008767893287183] Predicted: 0.5681171151831307 Movie Vector: [0.12217293298537724, -0.2616485780289084] User Vector: [1.3531093971780228, -1.9609145243362587] Predicted: 0.6783838406321301 Movie Vector: [0.6939898164465905, -0.3102208487407528] User Vector: [0.6598519184190198, -0.20642564327846538] Predicted: 0.5219680500052476 Movie Vector: [1.9345988263031069, -0.49020732453586296] User Vector: [-0.7980451424629645, -0.38939093254970725] Predicted: -1.3530149087020302 Movie Vector: [-1.04786007548193, 0.14934871008487435] User Vector: [0.6385310773555102, 0.02046970230035758] Predicted: -0.6660340992809232 Movie Vector: [-0.6066309813412146, 0.18284768232823265] User Vector: [-0.526259980578951, 0.1621376405962312] Predicted: 0.3488921002604064 Movie Vector: [0.7542594554664215, -0.414124359890686] User Vector: [0.46896724603141043, -0.006951420057481797] Predicted: 0.3566017320048749 Movie Vector: [-0.11762422717940434, -0.26870780002910205] User Vector: [0.9911649398307917, -1.509328267552204] Predicted: 0.288983268240771 Movie Vector: [0.29637982224936554, -0.5719055352895518] User Vector: [-1.8399310427906845, -0.6225053928787947] Predicted: -0.18930415547841306 Movie Vector: [0.027415297048822715, -1.335885389671402] User Vector: [-1.2526705872313273, 0.2878043155129579] Predicted: -0.4188159164314089 Movie Vector: [0.02567547802630593, -0.7752973983929504] User Vector: [0.30121371709112993, -0.1633094976200911] Predicted: 0.13434723481211158 Movie Vector: [0.22242124933492508, -0.10420346993160888] User Vector: [-0.3941435511641472, 0.6724056695388445] Predicted: -0.15773290503486792 Movie Vector: [0.7235493189858757, 1.9338267826955997] User Vector: [0.7665511254331225, -0.48405807638205584] Predicted: -0.38144692771273947 Movie Vector: [-0.7385929674280325, 0.6574141370413484] User Vector: [-0.15797773498956905, 0.9075251376068428] Predicted: 0.7133010992566386 Movie Vector: [-0.6348531487802365, 0.12744560134657149] User Vector: [-0.6461468184150201, -0.0023988485902912] Predicted: 0.4099026195439781 Movie Vector: [1.7449881793070632, -0.8820034138427493] User Vector: [0.21039427175291397, -0.4744154336241324] Predicted: 0.7855715492389259 Movie Vector: [-0.18714653883138108, 0.649314499801605] User Vector: [-0.8025833697807467, -1.0229533796514483] Predicted: -0.5140177622506483 Movie Vector: [-0.3679647849162247, 0.15712556907704303] User Vector: [-0.217394126475684, 1.5541200071495402] Predicted: 0.3241853735280653 Movie Vector: [0.16322767018105944, -0.39659202695854834] User Vector: [0.3326367944188212, 0.21110469988026792] Predicted: -0.029426911856511244 Movie Vector: [0.7288886259728783, 0.09318114182671622] User Vector: [-0.09861357844038507, -0.34223064925482705] Predicted: -0.10376775835734414 Movie Vector: [-0.43163688078110096, 0.6881059071640185] User Vector: [0.20234920651097094, -0.7825472970814763] Predicted: -0.6258167980839262 Movie Vector: [0.385315807616045, -0.6429929733268915] User Vector: [0.5059092701305277, 0.38936529989089425] Predicted: -0.055424312886374755 Movie Vector: [-0.7582538257496251, 1.7886438036059231] User Vector: [0.5503008028241044, 0.36429554290861127] Predicted: 0.234327276450276 Movie Vector: [0.3010085038234622, 0.1771622323943323] User Vector: [1.3697700469469871, -0.5114988498399067] Predicted: 0.32169415430893494 Movie Vector: [0.4223410152238135, 0.14016968476597275] User Vector: [0.07495490248145954, 0.7431715522361155] Predicted: 0.13582665181399653 Movie Vector: [-0.3384524436960586, 0.1323362159331698] User Vector: [0.21528986483303214, 0.49337486063382474] Predicted: -0.007574018762898496 Movie Vector: [-0.6002303874525461, 0.3946765599339954] User Vector: [-0.11108600443535652, -1.2677298751556172] Predicted: -0.43366607056918316 Movie Vector: [0.29149113040946656, 0.09308719086845996] User Vector: [0.03452303497018616, 2.5202972129724923] Predicted: 0.24467054619784318 Movie Vector: [-0.978507246634732, -0.32589866870260603] User Vector: [0.7412364832654695, -0.5825669737002059] Predicted: -0.535447469186303 Movie Vector: [-0.5854934660602301, -0.19086173718125626] User Vector: [-0.26237283274273954, 0.19741431024165124] Predicted: 0.11593874104542656 Movie Vector: [0.12701158368623844, 0.513204049578837] User Vector: [0.3160425244561617, 0.03933249610618571] Predicted: 0.06032665782511219 Movie Vector: [-0.0786260931988322, 0.6156182143997893] User Vector: [1.1046401959456402, -0.45612804610692537] Predicted: -0.36765427627960834 Movie Vector: [-0.534754356499334, 0.060932739948691264] User Vector: [0.015375341148647456, -0.6347450144413769] Predicted: -0.046898783560587395 Movie Vector: [-0.13339059195747702, 0.11170984339679724] User Vector: [0.9578150076131351, -0.33161976705734575] Predicted: -0.1648087030965299 Movie Vector: [-0.0699251134390185, -1.7828990730073688] User Vector: [0.33705363985145137, 0.043425620067060605] Predicted: -0.10099201176397937 Movie Vector: [-0.1391261954526761, -1.0955252284832464] User Vector: [0.4434889221178955, -0.39664627113764206] Predicted: 0.37283507035542207 Movie Vector: [-0.42994628385672873, -0.8071440904555394] User Vector: [-0.574443282557161, 0.01721312475899195] Predicted: 0.2330862826944179 Movie Vector: [-0.11722835991931199, -1.5213105375168177] User Vector: [0.09050181947312086, 0.653696496441573] Predicted: -1.0050847482409375 Movie Vector: [0.13263409345198138, -0.5915196511937199] User Vector: [-0.04374839706850753, 0.5353591679537132] Predicted: -0.32247799727649934 Movie Vector: [0.7278728160398804, -0.7370515792010635] User Vector: [-0.5317194037230951, 0.5286241557099238] Predicted: -0.7766473685008035 Movie Vector: [-0.6701664981176068, 0.15440639417178997] User Vector: [0.32141324742634353, 0.06103348350803017] Predicted: -0.20597643036410218 Movie Vector: [-0.596774154456041, -0.14751547732756987] User Vector: [-0.14881769753818563, 0.5827700390743106] Predicted: 0.002842955130192115 Movie Vector: [-0.6145900808661557, 0.3785555817077122] User Vector: [0.5860195831734933, 0.5626726942519792] Predicted: -0.14715893392814447 Movie Vector: [-1.1370754622547339, 1.8962734438254525] User Vector: [0.6601376964690636, -0.7184168620065552] Predicted: -2.112941193383781 Movie Vector: [1.244503608727377, 1.0601101823160692] User Vector: [0.1694834299019136, 0.5112853540490147] Predicted: 0.7529415500288619 Movie Vector: [0.4660983444030411, 0.11551446621276076] User Vector: [-0.2139879685062715, -0.4246346441292761] Predicted: -0.1487908820949822 Movie Vector: [-0.7189886932167074, -0.20381672233490558] User Vector: [0.48875893510780416, -0.6102681489257934] Predicted: -0.22702929419170437 Movie Vector:
avg loss: 14.726591487616352: 19%|████████▋ | 13426/70000 [00:22<01:32, 608.62it/s]
[-0.3583655666946597, 1.6671892191294382] User Vector: [0.12985182639130646, 0.018697858493283925] Predicted: -0.015361555250246343 Movie Vector: [0.7487489258851895, 1.1270179470362256] User Vector: [-0.2511126433221322, -1.0287868513340788] Predicted: -1.3474815670920333 Movie Vector: [-0.36138191981965595, 0.9168507912201027] User Vector: [-0.5391431872561654, 1.0793481763841897] Predicted: 1.1844378295881406 Movie Vector: [-0.7275406292997069, -0.41645323388062067] User Vector: [1.1260260065291265, -0.7820184414126761] Predicted: -0.4935555605174449 Movie Vector: [-0.4342801337265159, 0.5960876609747655] User Vector: [-0.7022109896823423, 1.5625218183352343] Predicted: 1.236356258416964 Movie Vector: [0.5438137054443359, -1.408700942993164] User Vector: [-0.3625379407629736, 0.6575985668768611] Predicted: -1.1235128222008595 Movie Vector: [0.7062400898747657, 0.014581182915234275] User Vector: [0.40500600107816453, 0.2468591014892101] Predicted: 0.2896309723143669 Movie Vector: [0.37152522991133197, -0.3289829035327241] User Vector: [1.0692085908292543, 0.520689585509391] Predicted: 0.2259399958508799 Movie Vector: [1.0631642122150302, -1.3296203892543912] User Vector: [0.015846759173196924, 0.5014306817797848] Predicted: -0.649864751059599 Movie Vector: [0.22499351358599406, 0.044664386325527404] User Vector: [0.0006164691888884619, -0.3152383857229647] Predicted: -0.013941227475740595 Movie Vector: [0.08899225916896022, 0.5718029680139944] User Vector: [0.7958882771751359, 0.3628332337176313] Predicted: 0.2782970157657639 Movie Vector: [0.2992641186615883, -0.9400896357810524] User Vector: [0.14721461332334884, 0.4137309799829988] Predicted: -0.34488815477323675 Movie Vector: [-0.42827018321548466, -0.07911620501798287] User Vector: [1.0293209312896223, -0.8753980438921116] Predicted: -0.3715692927180304 Movie Vector: [-0.23455686290032815, -0.691515654392394] User Vector: [-0.4341147531675893, 1.1395089796158158] Predicted: -0.6861637030833001 Movie Vector: [-0.04431724548339844, 1.6337871551513672] User Vector: [0.38428108792538374, -0.5623064390218124] Predicted: -0.9357193166409593 Movie Vector: [-0.3782426968236851, 0.3567971060082968] User Vector: [-0.37795641033634314, -0.4892880238941662] Predicted: -0.031617299002539095 Movie Vector: [-0.32905914308637024, 1.6714091625588108] User Vector: [-1.061504112354943, 1.9679990065439474] Predicted: 3.6386292050383666 Movie Vector: [-0.10914711002622618, 0.7973284283836614] User Vector: [0.9417695271198558, -0.015752697451092756] Predicted: -0.115351495697381 Movie Vector: [0.49134929132901395, -0.03378458492021147] User Vector: [0.3893356979389933, 0.47194671568770374] Predicted: 0.17535529537744526 Movie Vector: [1.5277799498350764, -0.08845541696106766] User Vector: [-0.7366771844796699, 1.6098297006073201] Predicted: -1.2678787893525265 Movie Vector: [-0.5546677859560276, -0.6440138353079193] User Vector: [0.11450721783709411, 0.18549245346670531] Predicted: -0.1829731713714542 Movie Vector: [1.3468209006424852, 0.1573610620071239] User Vector: [-0.9052219435657265, -0.8637773410536868] Predicted: -1.3550967530404305 Movie Vector: [-0.18884076283166415, -0.15813700447904638] User Vector: [-0.1298690482993877, -0.3623565730885545] Predicted: 0.08182655317059526 Movie Vector: [0.12739399619643593, -0.1771883625089962] User Vector: [-0.7201417349083677, 0.012455494728636678] Predicted: -0.09394870215301794 Movie Vector: [-0.2941429056974035, -0.532461909491041] User Vector: [1.3956251141093223, -1.2878171145624306] Predicted: 0.2752003335667681 Movie Vector: [-0.4900103845016001, 0.7200955931444901] User Vector: [-1.247219145438441, 0.022167892504590336] Predicted: 0.6271133347159038 Movie Vector: [-1.1283095054073538, 2.7294238468237526] User Vector: [-0.2700925024395009, 0.2864796871540296] Predicted: 1.0866724275905644 Movie Vector: [0.23652892471348247, 0.44971835265356264] User Vector: [0.2383073999466992, 0.22321570766699855] Predicted: 0.15675079339906037 Movie Vector: [-0.5533169715579872, -0.17898955465094774] User Vector: [-0.36481896362110666, -1.3404226586309322] Predicted: 0.44178217883014415 Movie Vector: [-0.5958690292598015, -0.06009164216086033] User Vector: [0.5911832173771567, 0.8589769216570959] Predicted: -0.40388510365386815 Movie Vector: [-0.42771617014900476, -0.9735555266748925] User Vector: [0.5366047326980875, -1.0341744155056645] Predicted: 0.7773116966078599 Movie Vector: [-0.22578153331449088, -0.25132504935927125] User Vector: [0.8034820463167, 0.50051717334506] Predicted: -0.3072039117041594 Movie Vector: [1.012102735456713, -0.672845001102128] User Vector: [0.3045246822982921, -0.26328748862973916] Predicted: 0.48536193454544124 Movie Vector: [0.10220527648925781, 0.1997852325439453] User Vector: [-1.0241509110406877, 0.3747722413258421] Predicted: -0.02979966764533981 Movie Vector: [0.43874772897729236, 0.3028408713542349] User Vector: [0.9370724418787868, -1.0040580374672807] Predicted: 0.1070685948047092 Movie Vector: [0.8078222984193244, -0.573676054884537] User Vector: [0.46566399279587745, 0.045107988173822236] Predicted: 0.3502963842521487 Movie Vector: [0.008473264807092838, -1.479116087444257] User Vector: [-0.5264808326753881, -1.070211556637132] Predicted: 1.5785061188796252 Movie Vector: [-1.5279397947910187, 0.6562136079572567] User Vector: [1.1061009673079136, -0.09124982687960764] Predicted: -1.7499350631287434 Movie Vector: [0.660396641997834, -1.1731412700055546] User Vector: [-0.696672233065796, -0.020187508274227883] Predicted: -0.4363972041947086 Movie Vector: [0.7914816754651466, -0.15055243042566435] User Vector: [-0.8602640458560021, -0.14666037933408854] Predicted: -0.6588031518006373 Movie Vector: [-1.343811335809366, -0.1826389668544693] User Vector: [0.9689978850246643, 0.5348912569820902] Predicted: -1.3998423288261421 Movie Vector: [-0.563882814128366, -0.2588993650351401] User Vector: [1.190718508570318, -0.5459933008211105] Predicted: -0.5300683845513361 Movie Vector: [-0.6231883200520058, 0.7224626784879619] User Vector: [-0.018726343397801173, -0.5577920319095572] Predicted: -0.39131388692982866 Movie Vector: [-0.29016631421291555, -0.8352440166662618] User Vector: [1.6810816973840943, -0.3646379147329321] Predicted: -0.18323164349039045 Movie Vector: [-0.22699301558327079, 0.6140496797670287] User Vector: [0.14139070690507713, -0.93224781986225] Predicted: -0.6045411781857591 Movie Vector: [0.6457684505088599, -1.5494579711904075] User Vector: [-0.33265139213779327, -0.21112031964774836] Predicted: 0.11230628809803261 Movie Vector: [0.7701635827045908, 0.503644013320579] User Vector: [-0.30618403973685904, 1.0234117336222266] Predicted: 0.27962339579016526 Movie Vector: [0.5526647288702016, -1.1762630233702491] User Vector: [-0.23715729859000584, 0.33281118639362484] Predicted: -0.5225419664436397 Movie Vector: [-0.38951551464601786, 0.5252094877179585] User Vector: [-0.25770184581027367, -0.16983016561191236] Predicted: 0.011182452815928945 Movie Vector: [-0.038445159316451316, -0.4813615665794201] User Vector: [-0.7469436054150828, 0.9688049139510712] Predicted: -0.4376290851787405 Movie Vector: [-1.3101466263431996, 0.5758538951153428] User Vector: [-0.1246820742540151, 0.09342473648907254] Predicted: 0.2171507973567271 Movie Vector: [0.6770219465213949, 0.8331586961472883] User Vector: [0.5136051507386822, -0.3993162759853103] Predicted: 0.015028131046205206 Movie Vector: [0.41864110095864937, -0.20190522582955417] User Vector: [0.8298473036047802, -0.749749120734731] Predicted: 0.4987864543461273 Movie Vector: [-0.2963521994222452, 0.37507246740950934] User Vector: [0.1243555945906979, -0.16045120719027506] Predicted: -0.09703388414710526 Movie Vector: [-0.3137770083599465, 0.08090844707999484] User Vector: [0.3548886777750975, 0.1570396047029502] Predicted: -0.09865007706651517 Movie Vector: [1.1169562448810326, 0.5493316524602249] User Vector: [0.9789100157159839, -0.8662294499286641] Predicted: 0.6175524000915333 Movie Vector: [-0.7645080387828932, 0.2057314620060459] User Vector: [0.8587980049269595, 0.7396378670475766] Predicted: -0.5043911987146399 Movie Vector: [-0.608996130904483, -0.5205728179263226] User Vector: [-0.045477826204659316, 0.28063952114062746] Predicted: -0.1183974861410862 Movie Vector: [-0.30931493451719244, 0.19910997948905737] User Vector: [-0.5893836608492008, 0.7298244453935101] Predicted: 0.32762049881398814 Movie Vector: [0.4338298315833362, 0.7598625761255361] User Vector: [0.6198258298250929, -0.7971112123664369] Predicted: -0.3367960439232883 Movie Vector: [0.10619396386813239, 0.1885157288245272] User Vector: [0.29532468565238285, 0.6184811834873342] Predicted: 0.14795513006690764 Movie Vector: [0.19396191690146242, -0.6150759466002739] User Vector: [-0.6660277228961256, 0.5431738764327009] Predicted: -0.46327720005783224 Movie Vector: [-0.6223937086476523, 0.14174546789839892] User Vector: [0.9873990482170306, 1.7240025677022401] Predicted: -0.3701814049179646 Movie Vector: [-0.5238174037810556, 1.146855577284277] User Vector: [-0.35360583099254883, -0.3843973338677442] Predicted: -0.25562333788706915 Movie Vector: [-1.1993272753473574, -0.06801031800096018] User Vector: [-0.19677992342444198, -1.2640751813228006] Predicted: 0.3219736844625827 Movie Vector: [0.4327371362059607, 0.38748651787956623] User Vector: [0.16380729366474947, -1.202377745436283] Predicted: -0.3950196666048563 Movie Vector: [-0.4726465826285893, 0.4032045307049401] User Vector: [0.3903745879085478, 0.3511943344532914] Predicted: -0.042906068110545786 Movie Vector: [1.0430456663905374, -0.7872801532412079] User Vector: [0.46179093937671944, 1.225696219304276] Predicted: -0.483297269265737 Movie Vector: [-0.0011283275123324943, 1.0729731050634252] User Vector: [-0.026321891073819464, -1.1568135344912045] Predicted: -1.2412001103685484 Movie Vector: [-0.4137070435490089, 0.484130536809555] User Vector: [-0.09882256861119504, 0.23241063501941822] Predicted: 0.1534006781882571 Movie Vector: [0.24816414021346375, -0.21933807725506577] User Vector: [0.28985798365975285, 0.32123012012774477] Predicted: 0.0014743603936974436 Movie Vector: [1.9585911078310465, 0.4233472516857144] User Vector: [0.28692284333435086, 0.525545593522941] Predicted: 0.7844528122417347 Movie Vector: [0.7462401797630048, 0.18628977771302394] User Vector: [0.4476975268636204, 0.491242931395238] Predicted: 0.4256034194188739 Movie Vector: [-0.7689656119169281, 0.14468364560000121] User Vector: [0.6051316500515559, -0.6501038158051848] Predicted: -0.5593848196613609 Movie Vector: [0.29638913922020454, 1.1944901180996266] User Vector: [0.4645975483067003, -0.3697037880158351] Predicted: -0.3039058539824739 Movie Vector: [0.22216887219523465, 0.04356047897772282] User Vector: [0.985901971446915, 0.49230206522037295] Predicted: 0.24048164285414114 Movie Vector: [0.1561504949868866, 0.5384137173493424] User Vector: [-0.5986309689876724, 0.1839513426743566] Predicted: 0.005565404098798438 Movie Vector: [0.10834073841536968, 0.10528103884090503] User Vector: [-0.24314271964246964, -0.8885485863350507] Predicted: -0.1198895800163581 Movie Vector: [-0.2937375077066856, -0.9475312559348259] User Vector: [-0.45197426038308114, -0.7079163778170988] Predicted: 0.8035346873623672 Movie Vector: [0.1573861411830663, 0.29572450597464117] User Vector: [0.3275996567057427, -0.8257439312135294] Predicted: -0.192633070297865 Movie Vector: [1.2616413715254804, 1.1118101456983738] User Vector: [-0.4985612491658854, 0.2276381135441029] Predicted: -0.37591513400113236 Movie Vector: [1.0943132264292557, 0.18851576562043193] User Vector: [-0.06735694568516863, 0.5633349108145118] Predicted: 0.03248791545775842 Movie Vector: [0.09155393565752311, 0.49102247735158583] User Vector: [-0.158023845965484, 0.6090901082602894] Predicted: 0.28460922886243467 Movie Vector: [-0.8697419337810113, 0.524454876472338] User Vector: [-0.6596691885543094, 2.709614362663224] Predicted: 1.9948124215671896 Movie Vector: [-0.22167413575182443, -1.2786564466121182] User Vector: [-0.017168411341871793, -0.2683216535821297] Predicted: 0.34689700486485503 Movie Vector: [0.7920878374325088, 0.06690706887880286] User Vector: [-0.14192593880758897, 1.1409670133295222] Predicted: -0.0360790513964014 Movie Vector: [0.9029484479961133, 0.09574322302884064] User Vector: [0.2247290375440322, 0.08330953022658222] Predicted: 0.21089505860295574 Movie Vector: [-1.191964858174365, 0.6284967396890976] User Vector: [-0.22300837932784753, -1.2159355172080728] Predicted: -0.49839335700023757 Movie Vector: [-0.6867885589599609, -0.7018947601318359] User Vector: [-0.4975741104044614, -0.08023524714823646] Predicted: 0.3980449058116946 Movie Vector: [-0.08819677318385867, -0.7789368990824364] User Vector: [0.03890297399912079, 0.35144698862111345] Predicted: -0.27718614428236843 Movie Vector: [1.0259690733901945, -0.0801468422976416] User Vector: [0.010130150817648176, 0.27742956839772426] Predicted: -0.011841882419389762 Movie Vector: [0.32804751499530466, -0.8591969682424639] User Vector: [0.7060101788945773, -0.22705887794816487] Predicted: 0.42669318429335545 Movie Vector: [0.5004071787110062, -0.5544146671620691] User Vector: [-0.1029128599382908, -0.6223341248236163] Predicted: 0.2935328327828818 Movie Vector: [0.7080623238572082, 0.7442547763902153] User Vector: [-0.10329719280342708, -0.1885196905668441] Predicted: -0.21344753053229978 Movie Vector: [1.266333825882718, 0.7277064235480695] User Vector: [0.6013094605606265, 0.5295902808927834] Predicted: 1.1468447589855164 Movie Vector: [-0.8899055343850997, -0.27476036255000474] User Vector: [0.01009999679158105, 0.06426728668787757] Predicted: -0.02664614603256606 Movie Vector: [0.47250559689441957, 0.09557819663031225] User Vector: [1.123946088762178, 0.8899518859740478] Predicted: 0.6161308138968659 Movie Vector: [-0.5478154324258078, -0.4622968649137547] User Vector: [0.28311653352612365, 0.44269385030946373] Predicted: -0.35975158535517326 Movie Vector: [0.2367406653384467, 0.5714438933894734] User Vector: [-0.5854032044290483, -0.12603083795277523] Predicted: -0.2106082968346633 Movie Vector: [-1.1555732992263084, -0.44526614446392687] User Vector: [0.8848358657635246, 0.7531354461740413] Predicted: -1.3578384170511577 Movie Vector: [-0.7945719164959878, -0.814709809800077] User Vector: [0.19303632781029753, 0.7697795727600524] Predicted: -0.7805282142529026 Movie Vector: [-0.4248077287271805, -0.7487903378858229] User Vector: [-0.5775897589916601, 0.2565023524705955] Predicted: 0.05329811047836103 Movie Vector: [-0.3040268414453105, 0.303654606588622] User Vector: [-0.45128742794461196, -0.17527214857107049] Predicted: 0.08398129598168763 Movie Vector: [0.685117410967294, -0.2000555893966783] User Vector: [-0.03747478367214249, 0.2606102720965741] Predicted: -0.07781116835312653 Movie Vector: [0.12680865648949152, 0.2588613304401194] User Vector: [-0.1164679097142793, -0.34004315206412544] Predicted: -0.1027931619053785 Movie Vector: [0.052045025576072226, -0.6012997658904208] User Vector: [1.6397470078479754, 0.5397490157973404] Predicted: -0.23921028187679 Movie Vector: [0.11047144266793453, 1.0331554529111067] User Vector: [0.25679248624035583, 0.08670934549446241] Predicted: 0.11795246953721478 Movie Vector: [0.16585499834708695, -0.6248897903330867] User Vector: [1.2171592114540801, 0.9088069899722397] Predicted: -0.36603227041313835 Movie Vector: [-1.562908695450652, 1.0248353780204709] User Vector: [-0.06260760974776608, -0.3915245040899093] Predicted: -0.30339818547709496 Movie Vector: [-1.6005767712473715, -0.18309832947990193] User Vector: [1.0336547207109863, -1.1696328672774636] Predicted: -1.4402859113569026 Movie Vector: [0.9372110747396251, -0.25820092691446334] User Vector: [-0.15115006427483554, 0.014480962715375634] Predicted: -0.1453985121817058 Movie Vector: [-0.33610842597732493, -0.6836654093090231] User Vector: [0.5009041164949586, 0.07865901914482229] Predicted: -0.22213454468017432 Movie Vector: [0.3906039383386688, -0.36816486782276925] User Vector: [-0.14312243081399156, -0.061936297001527925] Predicted: -0.033101416541549446 Movie Vector: [0.07548523721973203, 0.5632010792503381] User Vector: [-0.2787323428227807, 0.4645752031488501] Predicted: 0.24060907878758817 Movie Vector: [0.10844701466656607, -1.09922938444626] User Vector: [1.4512759948501077, 0.3145285887919219] Predicted: -0.18835251794975025 Movie Vector: [-0.5006545872316503, -0.28323297016142174] User Vector: [-0.024134846398404408, 1.4415748356771914] Predicted: -0.39621830085732196 Movie Vector: [-1.577850184227653, 0.9313969125152599] User Vector: [-0.2747307390672792, -0.37017161386531816] Predicted: 0.08870724899535742 Movie Vector: [-0.5845677888994099, 0.23023756818800906] User Vector: [0.09441426894551663, -1.3692622826054417] Predicted: -0.37044715859667415 Movie Vector: [-0.4332370206050523, 0.3525607345045063] User Vector: [-0.26167104843037375, -1.25449983355871] Predicted: -0.3289217973546643 Movie Vector: [0.512876603593623, -1.010950501694611] User Vector: [-0.08980906967331395, -0.11218695919666125] Predicted: 0.06735449205750524 Movie Vector: [0.5835214915350146, -0.14925141381091206] User Vector: [-0.31389873792754003, 1.2962718316600144] Predicted: -0.3766370633049546 Movie Vector: [0.44144351703523493, -1.4989025721332758] User Vector: [-0.7020799261257686, 0.5052464874459064] Predicted: -1.067243891422769 Movie Vector: [0.7240652742502913, 1.0692618164066339] User Vector: [0.7698802956591289, 0.46311392995929995] Predicted: 1.0526336293678182 Movie Vector:
avg loss: 14.713443810698895: 19%|████████▋ | 13488/70000 [00:22<01:33, 603.61it/s]
[-0.02592037309029882, -0.6036032108465185] User Vector: [0.30403614410148744, 0.8502952238359418] Predicted: -0.52112165756288 Movie Vector: [0.19877557016967645, -1.5133065230945675] User Vector: [0.2611773340839919, 0.1277174952065605] Predicted: -0.1413600451114456 Movie Vector: [-0.2860199906397072, -0.6757998177428665] User Vector: [0.0046367276510293765, -1.7890103875012848] Predicted: 1.207686697014117 Movie Vector: [1.8450302510192313, 0.6186406682762435] User Vector: [-0.060921189904687645, 0.36410289009556895] Predicted: 0.11284741694779833 Movie Vector: [0.23393585768834732, 0.10277416995786992] User Vector: [0.02192744326866211, 0.20152237357995825] Predicted: 0.025840909920587036 Movie Vector: [-0.24261742041244178, 0.21035844868535186] User Vector: [0.4732940597813594, 0.6835713605200275] Predicted: 0.02896562708404296 Movie Vector: [0.1241245266834681, -0.48738613110831175] User Vector: [-0.5945499002258541, -0.2015995803909912] Predicted: 0.024458614564586964 Movie Vector: [0.01649298214247838, -1.4216275671174798] User Vector: [1.4214033613258297, -1.5884670846108577] Predicted: 2.281651777197135 Movie Vector: [0.7715707131834358, -0.3495481540964069] User Vector: [0.9328154241898287, -0.3106835112973218] Predicted: 0.8283319099928244 Movie Vector: [0.19913891392920244, -1.227972566721033] User Vector: [1.7269688519246518, -0.9954905507114659] Predicted: 1.5663417882655302 Movie Vector: [0.3000028571309317, -0.6410558617982767] User Vector: [-0.14342761561433015, 0.6865823033289461] Predicted: -0.4831663046317594 Movie Vector: [0.08981231832438079, -0.5024267883692026] User Vector: [0.16740019843584675, 0.773852986254918] Predicted: -0.37376987064449035 Movie Vector: [0.8659658451734347, 0.7441000852831332] User Vector: [-0.09305577372208207, -0.2922506997256102] Predicted: -0.2980468923293926 Movie Vector: [0.18819360701947607, 0.5054430198250287] User Vector: [1.025721731894426, 0.17885655583444965] Predicted: 0.2834360702199441 Movie Vector: [0.8440181215644359, 0.4333773678716094] User Vector: [0.4997109010646688, 0.21017115879274123] Predicted: 0.5128484796419976 Movie Vector: [-0.8402318848776907, 0.13355649349745435] User Vector: [0.16055353724844354, 1.3508443035873312] Predicted: 0.0455118272220944 Movie Vector: [-2.0262291639307137, 0.12269130807187584] User Vector: [0.6300696998300932, 0.0477624334143131] Predicted: -1.2708055656725075 Movie Vector: [0.8070408924024542, -1.1433056721453336] User Vector: [-0.43877914058046186, -1.2386259871611414] Predicted: 1.0620154076063082 Movie Vector: [0.23161315096977328, 0.46397491602000585] User Vector: [-1.2541039050112675, 0.1332600395553552] Predicted: -0.2286376414216383 Movie Vector: [-1.2668854917071974, 1.3646580622871067] User Vector: [-0.34514682835676563, -0.05192232173954148] Predicted: 0.36640529437941033 Movie Vector: [1.040729145448345, -1.3789442806732082] User Vector: [-0.2210248646506259, -0.8054456123350104] Predicted: 0.8806376020120107 Movie Vector: [1.0946500544332014, -0.6503105898955638] User Vector: [-0.5836317817266603, 0.6127656231354627] Predicted: -1.0373605354849804 Movie Vector: [0.2167347550311957, 0.4372943333600211] User Vector: [0.2713866863021081, 0.04999225314056077] Predicted: 0.0806802559846823 Movie Vector: [0.05802244733768427, 0.6202668817392646] User Vector: [0.000378489703525664, 0.6813201355896762] Predicted: 0.42262227686727205 Movie Vector: [0.3819775106937376, -1.0399483371387377] User Vector: [1.0656649549351729, 0.2861345000484123] Predicted: 0.10949494919632097 Movie Vector: [-0.5312624559250368, -0.0832244829077987] User Vector: [0.33984451195861465, -0.47715652599939756] Predicted: -0.1408355249133977 Movie Vector: [0.04087431988922693, 0.6208885861508588] User Vector: [0.9450713561027031, -0.8909618326506965] Predicted: -0.5145588836613817 Movie Vector: [-1.6014792733802379, 0.8995591280158787] User Vector: [0.18103547264674552, 0.697574730018707] Predicted: 0.3375851586711821 Movie Vector: [0.4216309993618697, -0.05023399726422326] User Vector: [-0.6071944007775936, 0.09650396174340423] Predicted: -0.2608597617569933 Movie Vector: [0.2222849491015489, 0.6325690568057765] User Vector: [-0.08738194596001538, 1.3940336556233535] Predicted: 0.8623988632830569 Movie Vector: [-1.290679514225987, 1.8472590076767206] User Vector: [1.161508560180664, -0.5819034576416016] Predicted: -2.5740617079499826 Movie Vector: [-0.1778568191175483, -0.17203302602641876] User Vector: [-0.5823390658583999, -0.5433596861780623] Predicted: 0.19704878493543682 Movie Vector: [0.908014311329825, -0.7574185306428752] User Vector: [-0.30689751017421874, 0.3965400649090644] Predicted: -0.5790141246541352 Movie Vector: [-0.5799351524771795, -0.1272732240027738] User Vector: [0.023680038492328165, -0.03368459550700629] Predicted: -0.009445739664307777 Movie Vector: [2.0489978790283203, 0.5146312713623047] User Vector: [0.09657309934706518, 0.37482610837544134] Predicted: 0.3907753124263662 Movie Vector: [-0.1858472514394048, -0.3255455657911238] User Vector: [-1.4110145258113636, 0.37200582208967325] Predicted: 0.1411283255333422 Movie Vector: [0.6942310650358738, 0.2711426658819322] User Vector: [0.14276199958146948, -0.32695550703677734] Predicted: 0.010458227213363883 Movie Vector: [-0.12067184449544964, 0.19730359029131395] User Vector: [-0.047905073284495295, -0.7370237818807615] Predicted: -0.13963664474122675 Movie Vector: [-0.3587352079654243, -0.37701490410676963] User Vector: [-0.9636195248986106, -0.7354226355455646] Predicted: 0.6229495450822052 Movie Vector: [-0.2903646874989214, -1.3984136491634636] User Vector: [0.5433654761621993, -2.429764157868634] Predicted: 3.2400412159281267 Movie Vector: [0.7757293671051322, -0.46452353225878706] User Vector: [-0.07886422843623164, -0.7596704995725734] Predicted: 0.2917075258021766 Movie Vector: [-0.09214357071748346, 1.0296732014784629] User Vector: [0.07006979046432299, 0.3710718185224499] Predicted: 0.3756262266636376 Movie Vector: [-0.958951268090333, 0.8908853505981775] User Vector: [-0.6698844978248637, 0.22908497798113064] Predicted: 0.8464750395887043 Movie Vector: [0.4087686521927425, -0.310845879310333] User Vector: [-1.0354702533151552, 1.766291099813871] Predicted: -0.9723120898729715 Movie Vector: [-0.7690671016595095, 0.8324770524812783] User Vector: [-0.08260740914869864, 1.3669750974796333] Predicted: 1.2015060406947442 Movie Vector: [-0.475620911066122, -0.8057754556740934] User Vector: [-0.29481820702588873, 1.5871810586832826] Predicted: -1.1386898365732783 Movie Vector: [1.4047251027991978, 1.0593718679324002] User Vector: [0.3241493349278716, -0.2855988484612475] Predicted: 0.15278532225511177 Movie Vector: [0.40823018002170935, -0.6202416087034287] User Vector: [0.20572672391781127, 0.2299246854511406] Predicted: -0.058624999244600684 Movie Vector: [-0.5111644075644968, -0.0046156981082243476] User Vector: [-0.14244853717538625, 1.8087401085542987] Predicted: 0.06446602381636192 Movie Vector: [0.2949905434130763, 0.846458351470265] User Vector: [0.12646119077308962, 0.7477064088854853] Predicted: 0.6702071896357782 Movie Vector: [-1.3567703896436467, 0.49743822154099276] User Vector: [-0.9400311597672836, 0.5647664091525519] Predicted: 1.5563428410695646 Movie Vector: [-0.5639540181256599, -0.497309829108579] User Vector: [-1.1065196990966797, 0.32738685607910156] Predicted: 0.46121352899167567 Movie Vector: [0.8189299482516796, 1.5045482596019448] User Vector: [-1.0151723775266228, -0.7927937247121275] Predicted: -2.0241514813333867 Movie Vector: [-1.1737343812876724, 0.019535155345405612] User Vector: [0.010882328159164277, -0.31320046790167366] Predicted: -0.018891382503579017 Movie Vector: [-0.5107019979138687, 1.148058452578752] User Vector: [-0.4952876599182082, 0.1098057094124385] Predicted: 0.3790077702946699 Movie Vector: [-0.08371579506166926, 0.3016028604906204] User Vector: [-0.018160830352362912, -0.5156858610929648] Predicted: -0.15401198246827874 Movie Vector: [0.7599240763049688, 0.3254770722161436] User Vector: [0.001538687425259512, -0.02778449852489133] Predicted: -0.007873931612512985 Movie Vector: [0.760132344305759, 0.32171632011942597] User Vector: [-0.30965268833262033, -0.03996928153269203] Predicted: -0.24823579407537028 Movie Vector: [1.263970981432893, -0.3036642871183846] User Vector: [0.13870265530385004, -0.24412629952351417] Predicted: 0.24944857006341276 Movie Vector: [0.6959161534886935, 0.5092587323115769] User Vector: [1.4717156395625357, 0.10735038158517882] Predicted: 1.0788598061527443 Movie Vector: [1.347631270728426, -0.8854795879229289] User Vector: [-0.8911829016021344, 0.6588488849847483] Predicted: -1.784383185317306 Movie Vector: [1.5868113269976472, 0.06972417664320904] User Vector: [-0.4919384313245743, -1.1266723020814724] Predicted: -0.8591697736206282 Movie Vector: [-0.301762476139369, 0.3974249217645257] User Vector: [-1.030777592652713, 0.4255621245135662] Predicted: 0.4801789927486099 Movie Vector: [-0.5319178854195613, 0.03282804002506736] User Vector: [-0.2620046179273079, 0.295278146269357] Predicted: 0.14905834514231184 Movie Vector: [0.5894128570555193, 1.3253080501137535] User Vector: [-0.23768288476055036, -0.8832429451083456] Predicted: -1.3106623335381844 Movie Vector: [-0.019499299025442077, 0.7958289162385117] User Vector: [-0.18697046069694515, 1.8083380857312463] Predicted: 1.442773531882377 Movie Vector: [0.37616756063339535, 1.1385112129389308] User Vector: [1.283536410188734, 0.422669814658845] Predicted: 0.9640390837647559 Movie Vector: [0.699052832230783, 0.04826266489566493] User Vector: [1.208668754691217, 0.6852302279786877] Predicted: 0.8779943530650641 Movie Vector: [0.48764165267551235, -0.2401744049589794] User Vector: [-0.5555222284884339, 0.24521306216797806] Predicted: -0.3297896788924468 Movie Vector: [0.7700242825779333, 0.6267718414846426] User Vector: [-0.09640442266800288, 0.5861016153548366] Predicted: 0.29311824235080586 Movie Vector: [0.44310569763183594, -0.9901332855224609] User Vector: [-0.3575688973460397, -0.9135303634308152] Predicted: 0.7460760044583176 Movie Vector: [0.45899382901668767, -0.013757750894470067] User Vector: [-0.25182394918102735, -1.074035117850053] Predicted: -0.10080933106940967 Movie Vector: [0.29686731303089414, 0.8575548203763809] User Vector: [0.6572700762919844, 0.007590123630519113] Predicted: 0.20163094859101657 Movie Vector: [0.9811005337020371, 0.5352573394676408] User Vector: [0.5128784867449891, -1.136430932053741] Predicted: -0.10509764011001455 Movie Vector: [-0.5366108710222944, -0.2602130381780344] User Vector: [0.4426921662871156, 0.15870804773302588] Predicted: -0.2788513322299907 Movie Vector: [-0.4943644844670675, -0.24420678096515497] User Vector: [0.4167045354184242, -0.6306939104336621] Predicted: -0.05198419318588779 Movie Vector: [-0.437134579977402, -0.33082583400735094] User Vector: [0.13340214156494576, -0.6166514643987928] Predicted: 0.14568954588050642 Movie Vector: [1.330929027072158, -0.5099819241114633] User Vector: [0.7897741872109129, -1.0445671586939016] Predicted: 1.583843760045685 Movie Vector: [-1.3966543220350185, 0.529537875190402] User Vector: [-0.9858493665581823, -0.7587852200800603] Predicted: 0.9750852655118939 Movie Vector: [-0.43079627718822733, -0.35507947520539745] User Vector: [0.06376386745840724, 0.21990221415931285] Predicted: -0.10555199952039912 Movie Vector: [-0.3587499097550662, -1.0493586125021455] User Vector: [0.5146250615555712, 0.8232043877773229] Predicted: -1.048458308554446 Movie Vector: [-0.49598612552232935, 0.05172981665220988] User Vector: [1.7308549720632094, -1.0194539681419112] Predicted: -0.9112162182920397 Movie Vector: [0.5493873688678923, -0.3200316558106876] User Vector: [0.048971846524642565, 0.39496791066600984] Predicted: -0.09949772053175526 Movie Vector: [-0.2040588274469243, 0.4628350252934966] User Vector: [0.48303675364042803, 0.559647674790791] Predicted: 0.16045663215560774 Movie Vector: [-0.5065152477237056, 0.06682439280372743] User Vector: [1.238087737167843, -0.678049987093802] Predicted: -0.6724205955733706 Movie Vector: [-0.23568980770664394, -0.2596245895893303] User Vector: [-0.9218531651125352, 1.7619068112763396] Predicted: -0.24016293755313084 Movie Vector: [1.085611208374728, 0.06664280350992133] User Vector: [1.0902943019729965, -1.428686759291907] Predicted: 1.0884240236722684 Movie Vector: [1.177854375959914, 0.4954433953791488] User Vector: [0.8576788213785447, -0.1551235975512839] Predicted: 0.9333657910546236 Movie Vector: [-0.85326180639952, 0.1366686189244392] User Vector: [0.10457145167270637, -0.8326462888345085] Predicted: -0.20302344409964554 Movie Vector: [0.8947864320064971, 1.2416835391494556] User Vector: [1.3180002205019656, 0.5269782096096111] Predicted: 1.8336688830494356 Movie Vector: [0.8383977513838856, 0.2874110770654301] User Vector: [0.11368985952338811, -0.6629631695453856] Predicted: -0.09522563603419222 Movie Vector: [0.5336292929394777, 0.2250030346170389] User Vector: [-0.8259796793308744, -0.2972070170115414] Predicted: -0.5076394330007857 Movie Vector: [-0.7585775761882748, -0.06659827580918501] User Vector: [0.8233874617649606, 0.4797669155231709] Predicted: -0.6565549143736137 Movie Vector: [-1.0202628084477876, 1.38155305243894] User Vector: [-0.8584474508097292, -0.21019265042118995] Predicted: 0.5854497092783523 Movie Vector: [1.020052102722597, 0.10043955598649401] User Vector: [0.702932775148394, 0.49873003740541855] Predicted: 0.7671202788768776 Movie Vector: [0.8644651482899168, 0.1354034648907942] User Vector: [0.03893053597275653, -1.0324796755992465] Predicted: -0.10614723395276623 Movie Vector: [0.16937840421739753, 1.1466774220426972] User Vector: [-0.1518171871429858, 0.2944262896181878] Predicted: 0.31189742586992714 Movie Vector: [0.7613993811285071, 0.8944159978488428] User Vector: [0.2862481547440289, 0.5168714462650182] Predicted: 0.6802472582419816 Movie Vector: [0.6782407318547493, -0.15223321288024522] User Vector: [0.7090221735624399, -0.284580060832751] Predicted: 0.5242102548804596 Movie Vector: [0.5192031453891112, -0.0020136166304029757] User Vector: [-0.9115321798523409, -0.022142697416509607] Predicted: -0.47322578799896853 Movie Vector: [-0.24140237744648319, -0.649133133363774] User Vector: [0.9784982613837651, 0.4320255996934741] Predicted: -0.5166539378476795 Movie Vector: [-0.38390212925657025, 0.21798569294383555] User Vector: [0.026472925751498483, 0.6578985336387393] Predicted: 0.13324945517832254 Movie Vector: [0.7496048927493607, 0.7509138365495509] User Vector: [0.9698419836584801, 0.9310200460848519] Predicted: 1.4261141308542582 Movie Vector: [0.8613068923265287, -0.09341859193444446] User Vector: [-0.014882166835110192, -0.7571537876132454] Predicted: 0.057914127848827116 Movie Vector: [0.06019193114207033, -0.5059808455745641] User Vector: [-0.5818025463814849, 1.6958502009143628] Predicted: -0.8930875374365193 Movie Vector: [0.40589830253849113, 0.5434044969184343] User Vector: [1.3649629971423114, 0.5921478463198002] Predicted: 0.875811966098661 Movie Vector: [-1.2325300917411137, -1.7442376520459457] User Vector: [0.36437583837386184, -0.7566424329895655] Predicted: 0.8706600352568703 Movie Vector: [0.7595647439483237, 1.067888918219164] User Vector: [0.05463097052328229, 0.25484803313534043] Predicted: 0.31364514955234574 Movie Vector: [-0.03557051631561359, -0.2194497607105091] User Vector: [0.15032139851097143, 0.33592930370878354]
avg loss: 14.712923218135888: 19%|████████▊ | 13613/70000 [00:22<01:38, 570.53it/s]
Predicted: -0.07906661507286085 Movie Vector: [0.36265562677860946, -0.7842441146597243] User Vector: [-0.02062185938388318, -0.1800346280441719] Predicted: 0.13371246413839186 Movie Vector: [-0.09058397235362274, 0.216081545580043] User Vector: [0.4318667797932303, -1.8119446542767113] Predicted: -0.43064800984284646 Movie Vector: [-0.7746447038336748, 0.6035405313576522] User Vector: [0.3674401659216531, 1.0640187947908502] Predicted: 0.3575428902756231 Movie Vector: [-0.40337471635653943, -0.5875527554470278] User Vector: [-1.322290998061584, -1.0678306005780156] Predicted: 1.1607855680041643 Movie Vector: [0.23410675422446478, -0.10621807762467704] User Vector: [-0.052277526413477896, -1.160766683355157] Predicted: 0.11105588364921395 Movie Vector: [0.12252524335186804, -0.4659180402972303] User Vector: [0.08824529068125997, 0.2238997708435782] Predicted: -0.09350666673906119 Movie Vector: [0.7891392718516306, -0.1967445334501039] User Vector: [1.1497277874755243, 0.05727023325757749] Predicted: 0.8960277437131808 Movie Vector: [0.2067904458657232, 0.08921108420354142] User Vector: [0.7373464747383986, -0.18151775107908286] Predicted: 0.13628281089271915 Movie Vector: [-0.12890245807225068, 0.02693622137158118] User Vector: [-0.14920155356193693, 0.62828781205749] Predicted: 0.03615614659297918 Movie Vector: [-0.07237790495085367, 0.20383915855164914] User Vector: [-0.6400182180505997, -0.02422430922940557] Predicted: 0.04138531494306406 Movie Vector: [-0.16615867614746094, -1.1062335968017578] User Vector: [0.6946535698442113, 0.11557909274577255] Predicted: -0.24328019302966186 Movie Vector: [-0.17743253899058548, -0.11800459805023308] User Vector: [-0.1828306492581441, 1.2950006945976644] Predicted: -0.12037593013760034 Movie Vector: [-0.8835364971562991, -0.04811804906056961] User Vector: [0.6644313454499695, 0.4658115817403078] Predicted: -0.6094632881028746 Movie Vector: [-0.9422369574795444, -0.26368313325998594] User Vector: [-0.5779297052516132, -0.26686027256199263] Predicted: 0.61491327992509 Movie Vector: [0.306500421738978, 0.5767546016561373] User Vector: [0.3491636236998258, -0.190827505535954] Predicted: -0.003041844020517076 Movie Vector: [-0.3479999962647531, -1.5997247003462185] User Vector: [-1.3588707018381623, 0.08905395026797655] Predicted: 0.3304251952568771 Movie Vector: [0.11315950132159669, 0.8682338160206519] User Vector: [-0.8825657950212135, 0.026812874835688484] Predicted: -0.0765908606110251 Movie Vector: [0.11522695688640539, -0.3849407033491228] User Vector: [-0.2693591453006445, 0.5345093406693688] Predicted: -0.2367918361664591 Movie Vector: [-0.7712860974786601, -0.6768514377044863] User Vector: [1.0628013983003373, 1.3750170776240955] Predicted: -1.7504062287480204 Movie Vector: [-0.32587436923028934, 0.40737964771409646] User Vector: [-0.2597271861374642, 0.35204025050345084] Predicted: 0.22805246618578218 Movie Vector: [-0.2927002768434423, -0.5826124541161771] User Vector: [0.022105021882504322, 0.5945161273120476] Predicted: -0.352842645969557 Movie Vector: [-0.09333450897621395, -0.5653543391680644] User Vector: [-0.19141081003661017, -0.08229428455828103] Predicted: 0.06439066483126199 Movie Vector: [-0.3557045530119265, 0.3568506439646274] User Vector: [-1.4796048278629566, 0.19168087760260913] Predicted: 0.5947036185374773 Movie Vector: [0.3343251638424304, 1.2644248100287925] User Vector: [-1.656274191555446, 0.9592184540268489] Predicted: 0.659125471049247 Movie Vector: [-0.0012133584637473577, -0.14267043169337112] User Vector: [-0.8283556817008569, -1.5133582389141944] Predicted: 0.21691656562999292 Movie Vector: [-0.5085200554212523, 0.05298949554831925] User Vector: [-1.5706321949439004, 0.014088702622636617] Predicted: 0.7994445240641792 Movie Vector: [0.30023093996505595, 0.08254013242344571] User Vector: [-0.07825244348856927, -0.9093491176672117] Predicted: -0.09855160125453075 Movie Vector: [-0.20077403546949918, -0.665000997938268] User Vector: [0.13109137957354533, 0.5442310129677362] Predicted: -0.3882339120247436 Movie Vector: [-0.12723382666366714, -0.5799288561223016] User Vector: [1.17570493718574, 0.12458210221769828] Predicted: -0.2218381942179295 Movie Vector: [0.09608755349706985, 0.060502605198035034] User Vector: [0.9527555218517065, 1.6316386578320095] Predicted: 0.1902663367162164 Movie Vector: [-0.5964838968612957, -1.437987879932414] User Vector: [1.0821498177745543, 0.5092302226640822] Predicted: -1.3777518285801418 Movie Vector: [1.418634180595726, 0.5793776095606877] User Vector: [-1.1817463256772762, -0.1954154664729456] Predicted: -1.7896850762354748 Movie Vector: [-0.8573837336248781, -0.4395192897719586] User Vector: [-1.4384665152922544, 1.037593324924688] Predicted: 0.7772755103326169 Movie Vector: [-0.3758895472786831, 1.2253887140236508] User Vector: [0.050584183396027466, -0.8371870099169106] Predicted: -1.0448935792755831 Movie Vector: [0.1053056880294194, 0.19608062808325438] User Vector: [1.650570371418388, 1.1025111103160359] Predicted: 0.38999551958272216 Movie Vector: [0.3225302178924421, -0.43358630611354765] User Vector: [0.4569887193498481, 0.6896564114735739] Predicted: -0.1516329047120572 Movie Vector: [0.2946971808879676, -0.007467255843618409] User Vector: [0.5547053161236852, 0.24994982534680232] Predicted: 0.1616036535912866 Movie Vector: [-0.1296020495494427, 0.2846115508127992] User Vector: [0.050422447783752045, -1.5943472369508174] Predicted: -0.4603044922187476 Movie Vector: [0.3054092300727857, 0.6992021332963175] User Vector: [-0.16065668812052938, 0.274553542034011] Predicted: 0.14290238686930615 Movie Vector: [-1.5559129253490138, -0.6945152048923515] User Vector: [0.8659141494351833, 0.6049317143178097] Predicted: -1.7674212908641143 Movie Vector: [0.4806724550530557, 0.5178874685339473] User Vector: [-0.7563508786568387, 0.8510189594796955] Predicted: 0.07717502087381489 Movie Vector: [0.23085445669270863, 0.9464582772667083] User Vector: [1.2409288891876733, -0.8364860198545028] Predicted: -0.5052251528014715 Movie Vector: [-0.2852287140618077, -0.9811017728694138] User Vector: [0.9154927319799234, 0.2533258151721987] Predicted: -0.5096632210545984 Movie Vector: [0.3654635344020431, 1.139524125173701] User Vector: [0.26739687210817437, -0.2782774324003459] Predicted: -0.2193800417428834 Movie Vector: [-0.15989181859438978, -0.7860777145505152] User Vector: [-0.8719914256406056, 0.10794636316067488] Predicted: 0.05457006439700779 Movie Vector: [-0.6640721252837748, 0.5752186233331087] User Vector: [-1.0221514215766692, -0.5403206227425337] Predicted: 0.3679797821158022 Movie Vector: [-1.5764513536438025, 0.28801089684432246] User Vector: [0.7489680719518166, -0.5612366195787154] Predicted: -1.3423539930111719 Movie Vector: [-0.03211021423339844, -0.4578685760498047] User Vector: [0.28035287058026065, 0.06808285229773553] Predicted: -0.04017518937025374 Movie Vector: [0.2181608696559357, -0.9923096303411998] User Vector: [1.4285320225030982, 0.3939227234917077] Predicted: -0.07924352377042648 Movie Vector: [0.1446447847817383, -1.5132215245970686] User Vector: [-0.03769820373646532, -0.45296440468972754] Predicted: 0.679982638486674 Movie Vector: [-0.5915339989863735, 1.0732423153579658] User Vector: [-1.0237546044653623, -0.7037866680232873] Predicted: -0.14974797794727213 Movie Vector: [1.7165805496392628, -0.8948716586085972] User Vector: [0.09144442517398615, 0.41291291608700104] Predicted: -0.21253234445307953 Movie Vector: [0.31336295555601745, -0.14708261262981023] User Vector: [-0.15027291306160018, -0.6023876704472256] Predicted: 0.04151078820836759 Movie Vector: [0.7998777594062763, -0.8928990013324555] User Vector: [0.04884305476665245, 1.3686009022069476] Predicted: -1.182953905593973 Movie Vector: [0.20601512534957747, 0.8921270425215753] User Vector: [-0.20245243099852173, -0.9532514970054652] Predicted: -0.892129701752237 Movie Vector: [0.10857403051171399, 0.16839057111033529] User Vector: [0.39326201597692023, 0.4701748956737924] Predicted: 0.12187106132602851 Movie Vector: [1.0450722398900512, -0.6360098761833249] User Vector: [-0.18844210601556105, -0.10160689289595497] Predicted: -0.1323126264531522 Movie Vector: [-0.7723522186279297, -0.10075569152832031] User Vector: [-0.3745100028156279, 1.5888609419407558] Predicted: 0.1291668486254232 Movie Vector: [0.38824832334933157, -0.28590131588345097] User Vector: [-0.9060638325708803, 0.5523128304482601] Predicted: -0.5096847288475846 Movie Vector: [0.8586668872432829, -0.22773302814826107] User Vector: [1.022932648324813, 0.9842034165179628] Predicted: 0.6542227686390949 Movie Vector: [-0.08070898642263992, -0.7112927105243368] User Vector: [0.4517906207632578, 0.46765239048753016] Predicted: -0.3691012994901188 Movie Vector: [-0.06346331881003683, 0.49532949667124687] User Vector: [1.6254500367342375, -0.08483678246083881] Predicted: -0.14517861464658635 Movie Vector: [0.026289622617620134, -0.9038854355159837] User Vector: [-0.15972438088855112, 0.16062744366228238] Predicted: -0.14938790056689424 Movie Vector: [1.0452613057973643, 0.17738735555689544] User Vector: [0.3203423424969182, -0.11319217724525296] Predicted: 0.3147625942292524 Movie Vector: [0.22692094777722385, 1.9021321835457972] User Vector: [0.009908589462467879, -0.04479641893340559] Predicted: -0.08296024364887246 Movie Vector: [-0.1748873517856559, -0.557531413519641] User Vector: [0.5703302391283018, 0.5868037814300845] Predicted: -0.426905086883814 Movie Vector: [0.10826087966211115, 0.03225702613795134] User Vector: [-0.3004533897602426, 1.0343412782433161] Predicted: 0.0008374253749496435 Movie Vector: [-0.0027846468546897166, 0.6296222540681213] User Vector: [0.43597239573024166, -0.4031203546685435] Predicted: -0.25502757552765065 Movie Vector: [0.4254204373220459, -1.2493434484029626] User Vector: [0.4811630383196258, 0.4558306546115155] Predicted: -0.3647924517349911 Movie Vector: [0.6165013036996099, -0.9769779373424201] User Vector: [0.7260493097523842, -1.0609290644460139] Predicted: 1.4841146350616368 Movie Vector: [-0.33595624519419426, -0.4490468790853323] User Vector: [-1.1131141327635665, -0.7105331130126448] Predicted: 0.6930203214009536 Movie Vector: [2.155858953905449, 0.12511994851346753] User Vector: [-1.7948794507771793, 0.36545753745952486] Predicted: -3.8237809068680826 Movie Vector: [-0.49716551090315353, -0.3448147770916367] User Vector: [0.2802851185515118, 0.11664492101164652] Predicted: -0.17956898660071577 Movie Vector: [0.06451830448456827, -0.7963568724975911] User Vector: [1.4060487245396767, -0.4901465909203228] Predicted: 0.4810474859406542 Movie Vector: [-0.13446313154806463, 0.6640873428176071] User Vector: [-0.17985422099306636, 0.6857283383726782] Predicted: 0.47956727190151016 Movie Vector: [0.48238059588845617, -0.6513329112371675] User Vector: [1.048396022313219, -0.8320554498262815] Predicted: 1.0476709964166406 Movie Vector: [-0.21176942851036706, -0.962574647659884] User Vector: [-0.978639283596204, -0.7997330450743733] Predicted: 0.9770486358893942 Movie Vector: [0.2532661862940495, -0.42927067031522004] User Vector: [1.0034929308525409, 0.49575111102870456] Predicted: 0.04133941582925427 Movie Vector: [0.1832599738651852, 0.3504576868014253] User Vector: [-0.000907742130641237, -0.08089662526933379] Predicted: -0.02851719696107009 Movie Vector: [0.05808337736620652, 0.7299471581313771] User Vector: [0.7069115530445081, 0.5902751646650939] Predicted: 0.47192948946283125 Movie Vector: [-0.15186562002821935, 1.276451151766115] User Vector: [1.359558491999563, -1.3531054560640623] Predicted: -1.933643211206131 Movie Vector: [0.6660286422290856, -1.0493490452338359] User Vector: [-0.3310816613448444, -0.33183285497059023] Predicted: 0.12769862016815012 Movie Vector: [1.3507416258114762, -0.9105834432263291] User Vector: [-0.08916208544901397, 0.7281245077930808] Predicted: -0.7834530616638425 Movie Vector: [-0.8188859761672724, 0.31315390181704733] User Vector: [-0.1420467112792324, -0.19342903369792364] Predicted: 0.05574700320003902 Movie Vector: [0.2910618671134761, -0.5226235406182578] User Vector: [0.305922016745395, -0.5970640765879065] Predicted: 0.4010819750673771 Movie Vector: [-0.2881533227440421, -0.936430921002024] User Vector: [0.6474142085706144, -0.23496858916366398] Predicted: 0.03347729696574919 Movie Vector: [1.0409086486751753, 0.14907573009008035] User Vector: [0.8182010065724102, 0.21599501528390722] Predicted: 0.8838721186952223 Movie Vector: [0.6762285334640763, -0.00680752384972827] User Vector: [1.4783961707983997, 0.16711452163485727] Predicted: 0.9985960383662427 Movie Vector: [-0.6290776511356054, 0.3223705814243377] User Vector: [0.03231422589973284, -0.017364508455430555] Predicted: -0.025925964014194256 Movie Vector: [0.404201881300072, 1.0992094886365302] User Vector: [-0.9248877934981503, -0.4241556654870764] Predicted: -0.8400773182857613 Movie Vector: [-0.6112849337970934, -0.5064488238533243] User Vector: [0.9402964734273815, 0.32930065316007373] Predicted: -0.7415629959957482 Movie Vector: [-1.440237279856478, -0.09227182062564127] User Vector: [-0.6270709618337641, 0.41963742623827627] Predicted: 0.8644102670267817 Movie Vector: [0.5584215676618024, -0.24716900358505522] User Vector: [0.4056117722098469, -0.9948989273928489] Predicted: 0.4724105382510353 Movie Vector: [1.9310134203294869, 0.42319795973701935] User Vector: [-0.3532491514825359, 0.3564082726720461] Predicted: -0.5312975984045755 Movie Vector: [0.3891396493688926, 0.039975843852467524] User Vector: [0.0009542145329929641, -0.2910939069125298] Predicted: -0.011265401860348424 Movie Vector: [-0.3501759402408583, 0.44152116214506143] User Vector: [-0.9537431768695925, 0.6360293842693309] Predicted: 0.6147983466096156 Movie Vector: [0.5199283932190578, -1.1598111693796633] User Vector: [1.4375910623944925, -1.171918163953483] Predicted: 2.1066481873290037 Movie Vector: [0.6931250189465791, 0.7169938603553221] User Vector: [-0.7772873830671467, 2.7805382002732673] Predicted: 1.4548714859640166 Movie Vector: [0.044514674161184487, -0.5143801863716031] User Vector: [0.14645169005933975, 0.38394081901922117] Predicted: -0.19097230077942662
avg loss: 14.716426093557637: 20%|████████▊ | 13769/70000 [00:22<01:25, 660.61it/s]
Movie Vector: [-1.2270725546501817, 0.4370748065717359] User Vector: [1.83542793618111, 1.130067549184063] Predicted: -1.7582791910534454 Movie Vector: [0.6906934890365396, 0.5088777789488765] User Vector: [-0.6751450787944719, 0.5590338870538695] Predicted: -0.18183838727727308 Movie Vector: [-0.831133483584524, 0.48690812916577886] User Vector: [-1.1101541728625888, 0.5268395434068056] Predicted: 1.17920876145794 Movie Vector: [-0.011269121209262017, -0.12681790131988588] User Vector: [-0.7836549578474171, -0.02263864144759954] Predicted: 0.011702087703339616 Movie Vector: [-1.029361804602508, 0.157624209817673] User Vector: [-0.05409356580339411, -0.7269053338071869] Predicted: -0.05889602834084339 Movie Vector: [0.1385038786526499, 0.7970987337915304] User Vector: [0.39344346149202275, -0.5951071401250979] Predicted: -0.41986570241684473 Movie Vector: [-0.2802615865666231, 0.0957391501130502] User Vector: [-0.28584225072420605, 1.0386947611935902] Predicted: 0.1795543563592924 Movie Vector: [0.16079469182745668, -0.05727256493547581] User Vector: [0.3171933953834853, -0.3934115173955215] Predicted: 0.07353470093679121 Movie Vector: [1.1598899187879539, 0.5090920916053894] User Vector: [-0.20016661542507877, -0.18089150476897914] Predicted: -0.32426167382594007 Movie Vector: [0.2755872295192566, 0.03452893338486762] User Vector: [1.112482602393548, -0.9185881568438059] Predicted: 0.2748681290062225 Movie Vector: [1.2147926496842583, 0.5729059401284979] User Vector: [-0.3384574246807618, 0.09255043870023505] Predicted: -0.3581328956403898 Movie Vector: [-0.2468146178907654, 0.37064283848467866] User Vector: [-0.4378978982843992, -0.23289555663227157] Predicted: 0.02175853225957887 Movie Vector: [-1.007699252888218, -0.8191494912251936] User Vector: [-0.009579144568539255, -0.7471358513031026] Predicted: 0.6216688492960636 Movie Vector: [0.7107536330364075, 1.5579057066206992] User Vector: [-0.07805903629368947, -1.1816546812814739] Predicted: -1.8963873148605321 Movie Vector: [0.9109285137261762, 0.09870152131736745] User Vector: [-0.18585391168257054, -0.890902195406767] Predicted: -0.2572330295708305 Movie Vector: [-0.5490862812431372, -0.43449674109969777] User Vector: [0.8513295342305338, 0.5133419425740492] Predicted: -0.6904987691813085 Movie Vector: [0.7163965483811686, 0.32384667345735985] User Vector: [-1.2135570182871953, 0.5132022063308546] Predicted: -0.7031892318334645 Movie Vector: [-0.4199998792502181, -0.41003099646952157] User Vector: [0.03205835150634803, -1.3447028130863354] Predicted: 0.5379053306435317 Movie Vector: [0.285798464474759, -0.08517551028069986] User Vector: [1.5989203167476154, -1.0056935922395396] Predicted: 0.5426294362489966 Movie Vector: [0.3633235648866653, -0.09367698206562244] User Vector: [-0.289333624618084, -0.20553615003803127] Predicted: -0.08586771769687275 Movie Vector: [0.02534403321777401, 0.3100027506284955] User Vector: [-0.18921434625793718, 1.8999182503226781] Predicted: 0.5841844288924682 Movie Vector: [1.0484610656702973, -1.4977217720533178] User Vector: [-0.20794057745351818, -0.18241990622914048] Predicted: 0.05519666578229568 Movie Vector: [0.16144606555998586, 0.6822726942432653] User Vector: [-0.14616936846180953, -0.3760066122214327] Predicted: -0.28013751381714663 Movie Vector: [0.4250044815989783, 1.000954437214315] User Vector: [1.3577669129486771, 0.5182401546281922] Predicted: 1.0957918052877194 Movie Vector: [0.4630569072067949, -1.1222851019403042] User Vector: [-0.9275850627771246, -0.08912492270954564] Predicted: -0.32950109737229183 Movie Vector: [0.27752165642716375, -0.5334392463042436] User Vector: [0.7415577762574364, -0.46419849094319116] Predicted: 0.45342003554771093 Movie Vector: [1.8371152563334143, 0.6659455952598723] User Vector: [-0.476780716765282, 0.575985113806984] Predicted: -0.49232637922006284 Movie Vector: [-0.16742606724042539, 0.04565124475415873] User Vector: [1.4019596603804523, -0.3198378827521843] Predicted: -0.24932558983439343 Movie Vector: [-0.03415956641586431, 0.13733667583921905] User Vector: [0.3137665156817112, -0.6111494662307737] Predicted: -0.09465136426455126 Movie Vector: [-0.16965139816837682, -0.226111723225928] User Vector: [-0.08290219300412688, 0.8458298715681243] Predicted: -0.1771875768618592 Movie Vector: [-0.418632312560274, 0.06038135299585759] User Vector: [-0.2926864455521936, -1.0585121939753879] Predicted: 0.05861360512171396 Movie Vector: [-0.7261186284733576, -0.35803780804691776] User Vector: [1.2877311979094472, -0.6446056761976422] Predicted: -0.7042524079079566 Movie Vector: [0.13329294068039002, 0.6098514939547139] User Vector: [1.5068418509781145, 0.5070621154455531] Predicted: 0.510083970089463 Movie Vector: [0.22367415692509962, 0.004885797740822095] User Vector: [0.5203691314565388, -2.5405159252211402] Predicted: 0.10398067980041965 Movie Vector: [0.3587800400347608, 0.6882128395869719] User Vector: [-0.01841433897065503, -0.812947413262562] Predicted: -0.5660875449894166 Movie Vector: [-0.07368970023623714, -1.4453834338566929] User Vector: [0.3393686499707878, 0.10860446700479956] Predicted: -0.18198307153749693 Movie Vector: [-0.44588365099545146, -0.29202391921535115] User Vector: [0.35284012151375405, -0.40610832606395497] Predicted: -0.03873229659504952 Movie Vector: [0.45414504018613666, 0.22960926193201042] User Vector: [-0.5541679395586518, -0.982142752012731] Predicted: -0.47718169358224916 Movie Vector: [-0.7931372515273002, 0.04670573899232419] User Vector: [-0.83002311245886, -0.45263519818737685] Predicted: 0.6371815886944768 Movie Vector: [0.27878431299954765, 0.43012264209899975] User Vector: [0.14080895383718123, 0.5730927705652031] Predicted: 0.28575550410302464 Movie Vector: [0.9425830841064453, -0.6016063690185547] User Vector: [-0.20720664031882813, 0.8208166355181685] Predicted: -0.6891179898031677 Movie Vector: [0.7895818339289966, 1.0634857234540522] User Vector: [0.48481918876330854, 1.2698772960965694] Predicted: 1.7333007991248375 Movie Vector: [-0.37810445859448444, 0.36206795505990286] User Vector: [0.6432757405877145, -0.31935217775294855] Predicted: -0.3588526155648205 Movie Vector: [0.6029058721842759, 0.12694806335295414] User Vector: [0.05368533885164058, -0.28567690251489] Predicted: -0.0038989234750792037 Movie Vector: [-0.6490189537499889, 0.3948491424070525] User Vector: [-0.9146736789299479, -0.4899863672655413] Predicted: 0.40016985721582193 Movie Vector: [-1.2452782435560226, -0.24537058702576808] User Vector: [-0.8284987293518109, 0.32385313060540993] Predicted: 0.9522474097088374 Movie Vector: [-0.3020739449745864, -0.5163191050835991] User Vector: [0.025358942346058844, -0.5156871887772267] Predicted: 0.2585988720576776 Movie Vector: [-0.3747335148381771, -0.34563208105838444] User Vector: [0.026154529244169167, -0.28118873893566143] Predicted: 0.08738687033591003 Movie Vector: [0.9091812579362326, 1.8166048045364658] User Vector: [1.4234208764171372, -1.7623686292861191] Predicted: -1.907379736331882 Movie Vector: [0.11137189678015216, 0.3339013678936769] User Vector: [0.041390061182641526, 0.21909248656824654] Predicted: 0.0777649705821219 Movie Vector: [-1.292212662056347, -0.5102929555576542] User Vector: [1.6264592165470244, -0.5218687787578766] Predicted: -1.8354252324146905 Movie Vector: [0.1664142465981006, -0.0086559820610424] User Vector: [-0.04599425534652173, 1.511812985805473] Predicted: -0.020740325436115196 Movie Vector: [-0.5235715368247246, 0.1529238089304574] User Vector: [0.07443250771491641, -0.14833273206461586] Predicted: -0.061654348830399 Movie Vector: [0.35884408792595257, -1.1822821777033024] User Vector: [-1.1143797881776187, -0.2602214894044049] Predicted: -0.09223336951347716 Movie Vector: [-0.44444931640249136, -0.32287612984792213] User Vector: [-0.601041603976495, 0.46820757067174107] Predicted: 0.11595948163282088 Movie Vector: [-1.0270782735219428, 0.8750561263822696] User Vector: [-0.3003759855729166, 0.4028558259447746] Predicted: 0.6610311072114474 Movie Vector: [-1.1261912214930738, -1.0259904824689003] User Vector: [-0.048400011714356, 0.45417765174107516] Predicted: -0.4114742797235482 Movie Vector: [0.37963510382696614, 0.8585106188942614] User Vector: [0.7332334491064758, 1.2757645859903148] Predicted: 1.3736186008628677 Movie Vector: [0.09457282897069874, 0.14639222499836593] User Vector: [-0.5073780306292424, 0.08461163107382388] Predicted: -0.03559769078055133 Movie Vector: [0.8072136122503208, 0.9222802654629869] User Vector: [-0.6751976735462895, -0.8700555765592621] Predicted: -1.3474638411629418 Movie Vector: [0.6759677759123548, 0.2739712063673534] User Vector: [-0.5282116792352617, 0.08602659698576309] Predicted: -0.3334852634677224 Movie Vector: [0.8100444797321859, -0.41495125161898844] User Vector: [-0.3477059946903817, 0.19145131664799692] Predicted: -0.361100285035922 Movie Vector: [-0.2256410596558301, -0.649125245876468] User Vector: [0.492714412714708, 0.8487594108268046] Predicted: -0.6621277634355623 Movie Vector: [0.31312022012343915, 0.7064112511485952] User Vector: [-0.6530362849459532, 0.12351600160806689] Predicted: -0.11722577205804338 Movie Vector: [-0.07682342563385003, -0.4391432493273634] User Vector: [-0.20911649166664595, 1.3923555648176806] Predicted: -0.5953785017067085 Movie Vector: [-0.850490145674029, 0.2701176082382387] User Vector: [0.64199371952348, 0.10807313897677318] Predicted: -0.5168168742241316 Movie Vector: [-1.2988642944633793, -1.9161011256436757] User Vector: [-0.9143548809859033, -0.4476691250871656] Predicted: 2.0454022218763397 Movie Vector: [0.41651827585250073, 0.017128491936609855] User Vector: [0.48964505791844515, 0.6036824449533217] Predicted: 0.2142862851945445 Movie Vector: [-0.24733114957593377, -1.5908464639423392] User Vector: [-0.23154456770223986, -0.2606644924143722] Predicted: 0.4719453701405863 Movie Vector: [0.009535342495808098, 0.05222842201439132] User Vector: [1.419168706481079, -0.652088041018087] Predicted: -0.02052526972120032 Movie Vector: [-0.041014960513708905, 1.0039237669646812] User Vector: [0.040012448978795086, 1.3949140242632259] Predicted: 1.3987462328152784 Movie Vector: [-0.5050113774198483, -0.3953665034705654] User Vector: [0.7439976896741644, -0.3265528615967417] Predicted: -0.2466192349717233 Movie Vector: [0.8843013985397057, -0.566267669445367] User Vector: [0.37443790111871095, -0.1994302720785906] Predicted: 0.4440468750123471 Movie Vector: [-0.6055924701498111, -0.538340724115006] User Vector: [-0.840598595800033, -0.891057606308838] Predicted: 0.9887527770434884 Movie Vector: [-0.6246775306535395, 0.32000611415989433] User Vector: [0.3920858278369921, 0.3934282500190288] Predicted: -0.11902776124814424 Movie Vector: [0.6045564695067542, -0.3603303255823133] User Vector: [-1.499882192010225, -0.2982906290848138] Predicted: -0.7992803231814694 Movie Vector: [-0.32575001637509615, -1.1700703560359353] User Vector: [-0.8344626511055866, 0.26528665991762546] Predicted: -0.03857783435934914 Movie Vector: [0.0480960393331236, 0.15414281083558326] User Vector: [-1.130687973909049, -0.4463063676083122] Predicted: -0.1231765312635838 Movie Vector: [0.9835356483588168, 0.4663876600529733] User Vector: [-1.1564013308816374, -0.8091405689721372] Predicted: -1.5147351093485164 Movie Vector: [0.4098026512341504, -0.8854901153610462] User Vector: [-0.8936631569109462, 0.05264275071387983] Predicted: -0.41284016641494253 Movie Vector: [-1.001262897424675, -0.3357365055588106] User Vector: [-0.46691722081371173, 0.3976681908813399] Predicted: 0.3339951605910185 Movie Vector: [0.1931873061943946, 0.16521483904006856] User Vector: [1.9541692261127814, 0.27577078304801317] Predicted: 0.4230821141739442 Movie Vector: [-0.08655558806322852, -0.5807653296751862] User Vector: [0.4177012699762922, 0.49592603243197525] Predicted: -0.32417102477741855 Movie Vector: [0.6870014797870075, 0.3122767504892752] User Vector: [-1.0101571264801055, 0.6863001748010478] Predicted: -0.47966385226213104 Movie Vector: [1.0295958339353817, -1.4195156296164582] User Vector: [-0.39105420071575075, 0.1554661915043828] Predicted: -0.6233144646172843 Movie Vector: [-0.008520936038708888, 0.7480773909020201] User Vector: [-1.4151019376994196, 0.08852227954554184] Predicted: 0.07827950901851796 Movie Vector: [-0.06677176724786707, 0.6522502139189242] User Vector: [0.6581647956328291, 1.020757978405624] Predicted: 0.6218427832297816 Movie Vector: [0.40325354270595337, 0.1780907572484991] User Vector: [1.8069540655041487, -0.09551986328230827] Predicted: 0.7116494236372539 Movie Vector: [0.032315334823892816, -0.6612466919237746] User Vector: [0.6239666456188224, 0.23904851109087275] Predicted: -0.13790634609602984 Movie Vector: [0.16659156245204965, 0.4833222891443404] User Vector: [-0.11507385718704302, -0.2445966693236664] Predicted: -0.13738935580076922 Movie Vector: [-0.027132015326505117, -0.1658978858837311] User Vector: [0.2688654348783135, -1.1083053631335806] Predicted: 0.17657065555757606 Movie Vector: [-0.2790211923663659, 0.3527109402655828] User Vector: [0.976815283673329, -1.5421094779346938] Predicted: -0.8164710491270352 Movie Vector: [0.6445214725731788, 0.22917751876432754] User Vector: [-0.6088942800903849, -0.19400395045607902] Predicted: -0.4369067820412422 Movie Vector: [-1.8146457077317357, -0.1953227016581477] User Vector: [0.40864862043488154, 0.43518512461778847] Predicted: -0.8265539993044372 Movie Vector: [-0.2582544780043626, 0.7636995745941165] User Vector: [0.03705705777728718, 1.4672531763850571] Predicted: 1.1109704755144834 Movie Vector: [-0.1062039798191715, -0.17683599344898615] User Vector: [0.20029296398526494, 0.3727997321935216] Predicted: -0.0871963209049705 Movie Vector: [0.795400373988542, 1.0787261101575834] User Vector: [-0.8644352052502783, -1.033656061403804] Predicted: -1.802603867903867 Movie Vector: [-0.32940360173627176, 0.2743116095094017] User Vector: [-0.2525756899996145, 0.47844055899898114] Predicted: 0.21444114179048543 Movie Vector: [1.4360194032593723, -0.44804775011015424] User Vector: [0.3488088687664551, -0.6642330960255128] Predicted: 0.7985044478005145 Movie Vector: [0.36993675954247646, 0.6894836831731342] User Vector: [-0.057603089600794216, 0.7056382231841377] Predicted: 0.46521654080219266 Movie Vector: [0.3361655398610864, -0.11296943697390381] User Vector: [0.3090094779851919, -0.5920240553245508] Predicted: 0.1707589621941063 Movie Vector: [1.8589829539006797, 0.4958725974874858] User Vector: [-0.6498688920737495, 0.9657450809710859] Predicted: -0.7292086708235261 Movie Vector: [0.35044233832375116, -0.8960295851159567] User Vector: [1.1572582310803723, 0.040502439981420696] Predicted: 0.36926089605147727 Movie Vector: [0.6751207260382284, 0.7520661833127764] User Vector: [-0.028833083579214935, -0.4796299067099054] Predicted: -0.3801792456619021 Movie Vector: [0.1449884418423793, -0.6469480569439079] User Vector: [-0.6495593422523825, -1.0753109992583796] Predicted: 0.6014917646632869 Movie Vector: [-0.22297956377048025, 0.28505669867320593] User Vector: [-0.13513382427169798, 0.33298543961183263] Predicted: 0.12505181130873513 Movie Vector: [-2.790377184330726, 1.1064110982266298] User Vector: [0.2837625914351728, -0.1831762106297547] Predicted: -0.9944728532791269 Movie Vector: [0.4758464534538247, 1.7969220369307974] User Vector: [-0.3226459790265657, 0.20433220192060278] Predicted: 0.2136390916447961 Movie Vector: [-0.4473687517104186, 0.4870831607568937] User Vector: [0.4278083430931524, -1.4995571845149545] Predicted: -0.9217971375901385 Movie Vector: [-0.4513712425754512, -0.22965407181152084] User Vector: [-0.015825675815415954, 0.15430133793549505] Predicted: -0.02829267558545136 Movie Vector: [0.008117368049698967, -0.6193477805098441] User Vector: [0.14874644506396373, -0.7397154860070172] Predicted: 0.4593485741078752 Movie Vector: [0.4490403158864494, 0.4093267930751323] User Vector: [-0.421128927345649, 0.3902043350367346] Predicted: -0.029382777459610765 Movie Vector: [1.4524827876704176, 0.012597110887973995] User Vector: [-0.6076681385914807, 0.7570901944734735] Predicted: -0.8730903627878674 Movie Vector: [-1.8592447746702467, -0.8616697360961693] User Vector: [0.6181479908709568, -0.7850724937688591] Predicted: -0.4728152134775636 Movie Vector: [-0.3333660117399392, 0.08747985582579137] User Vector: [-0.9732209208808642, 0.11222110444477895] Predicted: 0.33425586297336496 Movie Vector: [-0.36018582941135974, 1.0415676059574381] User Vector: [0.35180867832439405, -0.6064068548442486] Predicted: -0.7583302366326898 Movie Vector: [-0.05161965603841366, -1.1379589624713007] User Vector: [0.8788681278002136, 0.45411592859571076] Predicted: -0.5621321614066379 Movie Vector: [-0.25262423140437096, 0.358104603129538] User Vector: [-0.36556192754392025, -1.1699552473240504] Predicted: -0.32661655854581634 Movie Vector: [0.30231926267887194, 0.5259099421909567] User Vector: [-0.18443783593344462, 0.4978258123091438] Predicted: 0.2060524336031821 Movie Vector: [-0.1900264485795013, 0.11048922515427823] User Vector: [0.06878994364993424, -0.3208297784244318] Predicted: -0.04852014231431526 Movie Vector: [-0.7794700367568517, 1.0046232723580644] User Vector: [1.8032372812421023, -0.8996830451812181] Predicted: -2.3094119548261305 Movie Vector: [-0.07977941529466626, 0.6581189850806164] User Vector: [0.7896857495283682, 0.5310015725309344] Predicted: 0.28646154862636636 Movie Vector: [1.4523386678729515, -0.6705601318865217] User Vector: [-0.49318952273767336, -0.14986382696032663] Predicted: -0.6157855068901937 Movie Vector: [0.8261756424280048, 1.1306853054386345] User Vector: [0.42704108635092886, -0.5261619168291842] Predicted: -0.24211260378105193 Movie Vector: [0.3686312629902221, 0.0926514272965027] User Vector: [1.716131471683549, -0.32439155064421843] Predicted: 0.6025643716938627 Movie Vector: [1.3531472746726587, 0.2931620310823887] User Vector: [0.07725484049804729, -0.659144048041292] Predicted: -0.08869883102444913 Movie Vector: [-0.04322996864038631, 0.4390828044443117] User Vector: [-0.11742805813437025, -0.8348052451459897] Predicted: -0.361472216932872 Movie Vector: [1.3516261412478303, 1.2688040834319585] User Vector: [-0.6086287919564567, -0.04696380367806942] Predicted: -0.8822264514046654 Movie Vector: [-1.3332363073682985, 0.48329905285360636] User Vector: [-0.27749113612118487, -0.06774501947309719] Predicted: 0.3372201539027454 Movie Vector: [-0.2873756651714181, -0.4394066465165103] User Vector: [-0.9462781691552913, -1.0503259846422521] Predicted: 0.7334575369589972 Movie Vector: [0.4778987687478563, 0.09280438291982895] User Vector: [0.017888149814716453, 0.8463378872669517] Predicted: 0.0870925901411114 Movie Vector: [0.06747221882255139, 0.46310633478031854] User Vector: [-0.4261727428907949, -0.7277064734802556] Predicted: -0.3657602982938869 Movie Vector: [-1.196164838976899, -0.2389871956626533] User Vector: [-0.25085309513584636, 0.288888878676548] Predicted: 0.2310209091769897 Movie Vector: [1.190521984186857, 1.2563727556605413] User Vector: [0.7767948012235358, -0.4105514556963295] Predicted: 0.40898562432503494 Movie Vector: [0.4937629090903072, 1.177235477979232] User Vector: [-1.5126484342921256, -0.714713100589317] Predicted: -1.588275309937262 Movie Vector: [0.008572671750628778, -0.5071368141604403] User Vector: [-0.5218023652431943, 0.07857014404497223] Predicted: -0.04431905293502572 Movie Vector: [-0.625999269144977, -0.30160500389879563] User Vector: [0.08305401844434827, -0.10817866086426904] Predicted: -0.01936452941398111 Movie Vector: [-0.4998469102680274, -0.5745851830932909] User Vector: [-0.9321922298563351, -0.4793284584794708] Predicted: 0.7413684359468036 Movie Vector: [0.8669600341834115, -0.11206409883406554] User Vector: [1.2876340569091027, -0.24813415231242492] Predicted: 1.1441341961624871 Movie Vector: [-0.19562294149657755, 0.34556596865345607] User Vector: [-0.48020860391298337, -0.1482461825277217] Predicted: 0.042710983965053524 Movie Vector: [0.1451668216185022, 0.4377826646187578] User Vector: [0.10530176025313731, 0.15904034547197157] Predicted: 0.08491142806938898 Movie Vector: [0.3318577044008594, 0.18478389364801867] User Vector: [0.030241632842200845, -1.550029318699148] Predicted:
avg loss: 14.705959662165135: 20%|████████▉ | 13836/70000 [00:22<01:25, 654.13it/s]
-0.2763845339254678 Movie Vector: [0.12259946539324595, -1.8758418529480183] User Vector: [-0.02287940350027228, -0.8941258430311774] Predicted: 1.674433675522663 Movie Vector: [-0.9493612143786008, 0.5125697162966133] User Vector: [0.3256606166724734, -0.0421221067600582] Predicted: -0.33076007483128206 Movie Vector: [-0.4063171786744425, 0.09589177993087086] User Vector: [-0.49871498017739213, 0.09802143645579442] Predicted: 0.2120359137214854 Movie Vector: [-1.3077894503991927, 1.3585046564634513] User Vector: [-1.8557938716197984, -1.0131595801077182] Predicted: 1.0506056401029558 Movie Vector: [0.10826696401899552, 0.597407999411611] User Vector: [0.47602575449202855, -0.19387667998474198] Predicted: -0.06428561628854618 Movie Vector: [1.335561300378538, -0.7866163228036296] User Vector: [0.6508265388974243, -0.6205503617298457] Predicted: 1.3573537822691004 Movie Vector: [-1.123206052498685, -0.2854850887252375] User Vector: [-0.330245626470098, 0.29948973347332297] Predicted: 0.2854340333295047 Movie Vector: [0.046119640627387465, 0.04955886325862974] User Vector: [-0.0007734586736124413, -1.1841349244095536] Predicted: -0.05872005243464807 Movie Vector: [-0.7530452139797073, -0.6491119263150031] User Vector: [1.600160029773182, 0.16588873725430242] Predicted: -1.3126732098154241 Movie Vector: [0.35291968297314985, -1.318613796344755] User Vector: [-0.21374269694713105, -0.42394932299866167] Predicted: 0.48359142141264655 Movie Vector: [-0.9425206238453152, 0.15272562828346015] User Vector: [0.2788498594125681, 0.046650993321767295] Predicted: -0.2556969411875977 Movie Vector: [0.5229491503336171, 0.1904425338058659] User Vector: [-1.3800121797472418, -0.28489572184037226] Predicted: -0.7759324599865947 Movie Vector: [-0.3838907495221805, -0.546534026506726] User Vector: [-0.7006693018960273, 0.41492219429174115] Predicted: 0.04221136593877747 Movie Vector: [0.7094952401276231, 0.032834129393474444] User Vector: [-0.45554408182207695, -0.30652753756332907] Predicted: -0.3332709225520895 Movie Vector: [0.5345611661355576, -0.24164300426898935] User Vector: [0.5014438944357043, 1.5815853403385471] Predicted: -0.11412660018609305 Movie Vector: [-0.2699888052331527, -0.9102497067073161] User Vector: [0.14076459136989428, 0.06902626955972099] Predicted: -0.10083600546492688 Movie Vector: [0.526900288543019, 0.6401716868259311] User Vector: [0.03417027794083874, -0.3007004750148709] Predicted: -0.17449560101300554 Movie Vector: [0.8925147206509395, 0.43462459153620636] User Vector: [0.6855918011298783, 0.6007104935292671] Predicted: 0.8729843277476784 Movie Vector: [-0.21962663995705706, 0.37676061192980503] User Vector: [-0.9701500646169537, -0.529978889561152] Predicted: 0.013395628205005145 Movie Vector: [0.2328704327766585, 0.4398851016040196] User Vector: [0.42645056043142837, -0.688457828077378] Predicted: -0.20353461508838477 Movie Vector: [-0.27014784424325633, -0.004381174143996108] User Vector: [-0.25616069824379406, 0.5562361252500853] Predicted: 0.06676429308050601 Movie Vector: [-0.3449128843051752, 0.31846937418911186] User Vector: [1.6433853206684275, -1.018945340829403] Predicted: -0.8913276560033838 Movie Vector: [0.46629388496509466, 1.0092896159187896] User Vector: [0.660147710592996, 0.5381182646072427] Predicted: 0.8509400172275506 Movie Vector: [1.1859018505426273, 1.146392058564879] User Vector: [-0.34768629026413955, 0.6827483993328499] Predicted: 0.37037552796051776 Movie Vector: [-0.1112617660945826, 0.08786721229508532] User Vector: [-0.9265502449311429, 0.5725759156419672] Predicted: 0.15340026616117264 Movie Vector: [-0.5407190176417219, -0.7671945836797549] User Vector: [0.040500689848634586, 0.4427018881093193] Predicted: -0.3615379839710364 Movie Vector: [-0.800821406934325, 0.16097879751916555] User Vector: [0.1346190897554033, -0.2975486175228452] Predicted: -0.15570486751045798 Movie Vector: [-0.6616680370726687, 0.7952128861016213] User Vector: [0.14219147252549225, 0.28577230580981217] Predicted: 0.1331662675565211 Movie Vector: [-0.5527805613872304, -1.7131035690394003] User Vector: [-0.5179956603977448, 0.25176933971764265] Predicted: -0.14496902249417232 Movie Vector: [-0.6260461309307428, 0.6373385246154459] User Vector: [-0.6413878179154426, -0.9973405870254831] Predicted: -0.2341052164418495 Movie Vector: [0.2778845927841951, -0.02738777585085273] User Vector: [1.4037621914178022, 0.6440910461663044] Predicted: 0.37244366372804133 Movie Vector: [-0.7331748004726866, 0.2348283564492279] User Vector: [-0.6412728536565481, -0.8329378217945869] Predicted: 0.27456767681176725 Movie Vector: [0.5216995532607902, 0.10604759660435187] User Vector: [0.9288958500491677, -1.481534478784165] Predicted: 0.32749137923491095 Movie Vector: [-0.6799391613211773, 0.18054115698581494] User Vector: [-0.3171945026040406, -0.3001249745457666] Predicted: 0.16148805393144838 Movie Vector: [-0.019293643839421948, 1.2051375000793108] User Vector: [1.0458023973034412, 1.4345825114773523] Predicted: 1.7086918425593292 Movie Vector: [0.19212881811235577, 0.7292956980772984] User Vector: [-0.9231718300174124, 1.4140836880324283] Predicted: 0.8539172377874644 Movie Vector: [-0.035606588368848946, -0.41422763432958976] User Vector: [0.13790839109709763, -0.7737256726289917] Predicted: 0.31558810767877327 Movie Vector: [0.1542416205134254, 0.45148860028277493] User Vector: [-0.03249346356893611, 0.46247216683966436] Predicted: 0.20378906679921538 Movie Vector: [-0.12227167022253609, -0.4710591292602895] User Vector: [-0.4346424593039433, -0.26893955209264764] Predicted: 0.17983089068113867 Movie Vector: [-0.5227117265391791, -0.004195802171376856] User Vector: [0.7035231942507498, 0.30893319402467323] Predicted: -0.36903604609346685 Movie Vector: [1.7659538170631697, -0.9292785703591336] User Vector: [-0.36613534589156344, -0.0420047124159551] Predicted: -0.6075440325367051 Movie Vector: [-0.5983769708667851, -0.7175968271002756] User Vector: [0.6669663833907316, -0.11126956461643747] Predicted: -0.31925063764173617 Movie Vector: [-0.08639241439225379, -0.4928374912855584] User Vector: [-1.3527808685249194, -0.589536519692998] Predicted: 0.4074157047622342 Movie Vector: [-0.39254188537597656, 0.2051830291748047] User Vector: [-0.1737786416467627, -0.5732670211021127] Predicted: -0.04940926828565173 Movie Vector: [0.32439319799500405, -1.9186521408799415] User Vector: [-1.198810150963406, -0.7837200829506945] Predicted: 1.1148003563440625 Movie Vector: [0.17367807183192424, 0.1933800184407542] User Vector: [-0.2475238881097183, -0.05606682446294782] Predicted: -0.05383167516779621 Movie Vector: [1.495255925195423, 1.771966004673058] User Vector: [1.2954650429866705, 0.020935698449088068] Predicted: 1.974149127345233 Movie Vector: [0.4013772787960014, -0.3120507641170676] User Vector: [1.7724895160801202, -0.31022657393924347] Predicted: 0.8082434581058409 Movie Vector: [-0.33833218991541275, 0.291224554375578] User Vector: [2.092931150045829, 1.8470838528624454] Predicted: -0.17018980739299738 Movie Vector: [0.013772533921620339, -1.3478820360707253] User Vector: [-0.7863155156576312, 0.2929901859783169] Predicted: -0.4057457655376854 Movie Vector: [-0.6816717917638893, -0.6189868952432377] User Vector: [0.8515656514903367, 0.04570889616247101] Predicted: -0.608781491176605 Movie Vector: [-0.5080039818268951, -0.07515183476835322] User Vector: [-1.0457301814196385, 1.880673912504433] Predicted: 0.38989900095205227 Movie Vector: [0.22260556849152022, -0.3615896327417116] User Vector: [-0.721459626788364, -0.3070268348337681] Predicted: -0.049583209915511434 Movie Vector: [0.26450157165527344, 1.7765522003173828] User Vector: [-0.5511995349340284, -0.043470125214646646] Predicted: -0.22302008988385896 Movie Vector: [-0.971928294576418, -0.4258160427620242] User Vector: [-0.7958487292727102, -0.29157305125510175] Predicted: 0.897664381044331 Movie Vector: [-1.0672852219977886, -0.2848505245134648] User Vector: [-0.9752716520587358, -0.37018086562564484] Predicted: 1.1463392354139714 Movie Vector: [1.0277978987398404, -0.030061682011262976] User Vector: [-0.8872121870911682, 0.3122841855392219] Predicted: -0.9212626095115072 Movie Vector: [1.3277045720456373, -0.7084322717218123] User Vector: [-0.30397567986441465, 0.5554606766739223] Predicted: -0.7970961689749061 Movie Vector: [1.1694160890183032, -0.011921463194652482] User Vector: [-0.34607267165559774, 0.26986452783197323] Predicted: -0.4079201302396956 Movie Vector: [-0.6060097794962065, 1.6311077172411563] User Vector: [-0.7920076954260293, -0.3610542838616684] Predicted: -0.10895401988531972 Movie Vector: [1.191074259229362, 1.3514773121648893] User Vector: [-0.401412481553452, 0.8625664729115945] Predicted: 0.6876269442624128 Movie Vector: [-0.25176925837397296, 1.0204781661226656] User Vector: [-0.8300802331351017, 0.7788359853370671] Predicted: 1.0037738027144285 Movie Vector: [0.0036631038872568383, 0.7614887468003744] User Vector: [0.6956386925819211, -1.5023891702060448] Predicted: -1.1415042496277323 Movie Vector: [-0.9605697604332529, 0.22569811328190034] User Vector: [0.3456784504557062, 0.271893604997182] Predicted: -0.2706823926798975 Movie Vector: [-0.21687383225280582, 0.21054539732172464] User Vector: [0.15003977974814833, -0.8383957431053558] Predicted: -0.2090600668693076 Movie Vector: [-0.688332725623239, -1.3756119711166168] User Vector: [-0.9460605625368578, 0.14633069363823992] Predicted: 0.44991019170508906 Movie Vector: [-0.06627713322725085, 0.27523870969787856] User Vector: [-1.3141413240454383, 0.37925671040118886] Predicted: 0.19148364722828054 Movie Vector: [-0.36368912469054676, 1.1254887613421696] User Vector: [0.5276208714716272, 0.45064862854435767] Predicted: 0.315309993826957 Movie Vector: [1.6735634137351947, -0.9398780177092265] User Vector: [-0.20769283248074985, 0.4024055433933238] Predicted: -0.725799250174537 Movie Vector: [0.3099872051829271, 0.24976160737229325] User Vector: [-0.31646573060700944, 0.39865829967834787] Predicted: 0.001469210352929573 Movie Vector: [-0.24619624882156188, -0.07574166979991284] User Vector: [0.40439436276466567, 1.0333494145558735] Predicted: -0.1778279853024708 Movie Vector: [-0.36895159606874806, -0.4077937981447903] User Vector: [0.10512069947856457, 0.2749436763573597] Predicted: -0.15090477591013932 Movie Vector: [-0.2849129848643545, 0.2650280504650243] User Vector: [-0.6385356125513064, 1.6679253756714827] Predicted: 0.6239740979495381 Movie Vector: [0.27942821418881264, 0.8574673545917862] User Vector: [-0.10539925701904185, 0.710609137218994] Predicted: 0.5798726108742639 Movie Vector: [1.2952899932861328, 1.4226245880126953] User Vector: [-0.18404944619501118, 0.3955190882710392] Predicted: 0.3242777740764916 Movie Vector: [-0.7919233454837937, -0.6708167313825506] User Vector: [-1.1342168701934967, -0.5033708372630997] Predicted: 1.2358823980739222 Movie Vector: [0.4223126762161886, 1.2627763713369693] User Vector: [1.0202273349805893, -0.9092514407130468] Predicted: -0.71732629875197 Movie Vector: [-0.5683612823486328, 0.14372825622558594] User Vector: [-0.6808939370215008, -0.3729197635871339] Predicted: 0.3333946438565129 Movie Vector: [-0.5433816454909859, -0.6115639914128419] User Vector: [0.5241749605884374, 0.42592375267413907] Predicted: -0.5453066828326504 Movie Vector: [0.33833185118389963, -0.13898331323389257] User Vector: [-0.5009347396432551, 0.294138578255399] Predicted: -0.2103625319416692 Movie Vector: [0.06839719265706432, 0.1861642333052123] User Vector: [-0.22518716176299858, 0.12869014199383016] Predicted: 0.00855533193121898 Movie Vector: [1.6876840685257664, 0.49355052232854363] User Vector: [0.6929421173265695, -0.3665235712169636] Predicted: 0.9885694718027084 Movie Vector: [-0.2648418529492624, -0.3330667310572738] User Vector: [-0.644508515777917, 1.7391213166821813] Predicted: -0.4085506222991535 Movie Vector: [-0.7144173768194915, 0.7779444584361355] User Vector: [-0.08095479519482576, -0.0566478743658131] Predicted: 0.013766612478975877 Movie Vector: [-0.08071541072869046, 1.0901938349969278] User Vector: [-0.6544193150243979, 0.7716887277925909] Predicted: 0.8941120173770876 Movie Vector: [0.27083062613326847, 0.6109025685004474] User Vector: [-0.017364986640337865, 0.40253187852445194] Predicted: 0.24120478828929925 Movie Vector: [-0.031194686889648438, 1.1861133575439453] User Vector: [0.14820878017796965, 0.2025301759827631] Predicted: 0.23560042054693275 Movie Vector: [-0.6031513214111328, 0.6166172027587891] User Vector: [-1.121764093180921, -0.4177062567037997] Predicted: 0.419028631530092 Movie Vector: [0.9447386645001938, 0.9580842621606057] User Vector: [-0.3545162696746109, 0.7592857331685366] Predicted: 0.39253448427586946 Movie Vector: [1.0014695642453018, -0.18616793827209613] User Vector: [0.23042227420310918, 0.4873741716411059] Predicted: 0.1400274498371038 Movie Vector: [-0.7899555669330495, -0.4304425726164791] User Vector: [-0.09445293850913655, -0.628587792537401] Predicted: 0.34518457112358997 Movie Vector: [-0.07358021226602324, 1.2057829629028571] User Vector: [0.7408654469574745, -0.05481158412508906] Predicted: -0.12060391115544225 Movie Vector: [0.8699067272381803, -0.008913060090583014] User Vector: [-1.09593274262691, 0.6728329750625105] Predicted: -0.9593562661493962 Movie Vector: [-1.0516029819399548, 1.727484203127224] User Vector: [-0.8174547963743026, 0.12671478434205996] Predicted: 1.0785356897219167 Movie Vector: [0.2634906768798828, -0.29250144958496094] User Vector: [-0.2159798729851804, 0.1537506421335997] Predicted: -0.10188096862399279 Movie Vector: [0.331541431416758, -1.8129532055064081] User Vector: [-1.636101227209184, 1.035513029996194] Predicted: -2.4197720098869007 Movie Vector: [-0.15551598281748746, 0.13900578656133938] User Vector: [0.32418251037597656, -1.5217876434326172] Predicted: -0.26195285006803837 Movie Vector: [-0.5657077820265313, 0.3786392395864814] User Vector: [-0.26422015627676665, 0.48813751516317305] Predicted: 0.3342994161290515 Movie Vector: [-0.7180101913050393, 0.7754303973097108] User Vector: [-0.4104387519351336, -0.2900638663413847] Predicted: 0.06977486767365604 Movie Vector: [0.35083858055785494, -0.5495930403262693] User Vector: [1.4984997137490546, -0.03284365599429618] Predicted: 0.5437821572914056 Movie Vector: [-0.4190159128788815, -0.3144525763285646] User Vector: [1.2289821799330674, -0.6788318992532782] Predicted: -0.3015026504223261 Movie Vector: [1.2638907961465957, -0.10814798493753941] User Vector: [0.034104346811507785, 0.6667992027638054] Predicted: -0.029008820093207127 Movie Vector: [-0.7880946699659179, 1.5481002791692215] User Vector: [-0.7417496175575266, -0.2616916887570009] Predicted: 0.17944394362536664 Movie Vector: [0.3753460864045093, -0.7677922769330121] User Vector: [-0.7829652288958927, -0.034893656423696795] Predicted: -0.26709185454081574 Movie Vector: [0.2838545488429456, 0.45594943803851384] User Vector: [0.508663429852391, -0.19211205779872428] Predicted: 0.05679304359990493 Movie Vector: [-0.5331136580496848, -0.60909788727248] User Vector: [-0.13013176833972445, 0.03601065827281214] Predicted: 0.047441007174803526 Movie Vector: [-0.7200005827269984, 0.29208420423836834] User Vector: [0.5149660179446782, -0.7258478137085894] Predicted: -0.582784514070003 Movie Vector: [1.360408568949425, 0.23120812796446305] User Vector: [-0.6362428425432675, -0.9861436310269237] Predicted: -1.0935546377624141 Movie Vector: [0.9179779135489996, -0.0005582830416652751] User Vector: [1.0486096999568884, 0.4192809513154208] Predicted: 0.9623664670488542 Movie Vector: [0.4033264214056919, 0.32893683288988007] User Vector: [-0.7483027560690008, -0.018394848561682248] Predicted: -0.3078610159606952 Movie Vector: [0.6930246599619656, -0.612259168976576] User Vector: [-0.3058075618046659, 0.26791851795480015] Predicted: -0.37596775068991817 Movie Vector: [1.1163436279265606, 0.029463990862977074] User Vector: [-0.025499148584186865, -0.6026162484734344] Predicted: -0.04622129167841238 Movie Vector: [-0.456287870327863, -0.0624479426909062] User Vector: [-0.63209577905029, 0.3422816664448212] Predicted: 0.2670428509757942 Movie Vector: [-0.27751413673140773, -0.26501969307097706] User Vector: [-0.5950436650222513, 1.230019356027591] Predicted: -0.16084632318964998 Movie Vector: [0.6149944926021513, 0.06262063782993624] User Vector: [0.01625749391491038, 0.47837285716048805] Predicted: 0.03995428265710162 Movie Vector:
avg loss: 14.704951380412513: 20%|████████▉ | 13967/70000 [00:23<01:35, 584.31it/s]
[0.682875018852193, -0.025416083493893994] User Vector: [1.5456026039118904, 0.9576799507797902] Predicted: 1.0311129336948834 Movie Vector: [-0.5526448056598317, -0.601733589825896] User Vector: [-0.4942257393313084, -0.8442101634677027] Predicted: 0.7811208998957648 Movie Vector: [0.7198610382762308, 0.2124445464894686] User Vector: [0.10896220533835943, -0.7985168230195057] Predicted: -0.09120289806285087 Movie Vector: [0.2896913710631763, -1.0971709750085281] User Vector: [0.5847539411065625, -0.3103196694991775] Predicted: 0.5098719052824927 Movie Vector: [-0.08629337150610095, 0.22841128816216966] User Vector: [-1.0250495246116034, -0.011526339408843206] Predicted: 0.08582223340729299 Movie Vector: [0.47861115887372707, -0.6862194478105209] User Vector: [-0.9881461971757071, 0.6958120763820517] Predicted: -0.950417575401715 Movie Vector: [0.09113308288418706, -0.41753951493184643] User Vector: [1.0151134248551474, -1.4640087467108245] Predicted: 0.7037919178417933 Movie Vector: [0.6267192092483957, -0.4698348550860208] User Vector: [0.2594939435698701, 0.4191305888336998] Predicted: -0.034292320347943106 Movie Vector: [-0.7906004427211647, 0.7241296639233511] User Vector: [-0.02945309373593931, 0.833376525996553] Predicted: 0.6267582926386354 Movie Vector: [-1.0302723551468262, -0.30433366567441866] User Vector: [0.1400935635263086, -0.14566089664860396] Predicted: -0.1000050110126692 Movie Vector: [-0.22396108911953994, -0.942114850011522] User Vector: [0.526725186634672, 0.8524765185020894] Predicted: -0.9210967338323344 Movie Vector: [-0.00035556173094666854, -0.052708121926490215] User Vector: [-0.8286168434654125, -1.5440664449425086] Predicted: 0.08167946688178615 Movie Vector: [0.5893260396825376, 0.16825452520967185] User Vector: [-0.46359917268151735, -0.4085010318070237] Predicted: -0.34194321159085134 Movie Vector: [0.002924430401893316, 0.35288848470401013] User Vector: [-0.30484986456235824, 0.6962525614329756] Predicted: 0.24480799916342927 Movie Vector: [1.1447590535564232, 1.2271837940257941] User Vector: [-0.09575157208867906, -0.31142569684645177] Predicted: -0.49178904725393136 Movie Vector: [-0.314206349438653, -1.4270775185102775] User Vector: [-0.9313311198831425, 0.01394216093726447] Predicted: 0.2727336068640724 Movie Vector: [-0.9154860652739146, 0.26455441038611016] User Vector: [0.27629794376044803, 0.45274338307874745] Predicted: -0.1331716586099151 Movie Vector: [-0.6737081517044955, 0.3816232557382889] User Vector: [1.493085783380651, 0.06344247720655206] Predicted: -0.9816929387539705 Movie Vector: [0.29732517206208475, 0.518991776897959] User Vector: [-0.4106566667005193, -1.1169927203519636] Predicted: -0.7018086008027246 Movie Vector: [-0.9943531141498612, -0.9110859993946355] User Vector: [-0.32397659502436116, -0.006696143851788031] Predicted: 0.32824789908743846 Movie Vector: [0.9062187800718389, -1.8385338289165416] User Vector: [-0.6689988409853762, 1.6962624837418503] Predicted: -3.7248952726286286 Movie Vector: [0.09860074443901279, 0.23827975472596416] User Vector: [-0.2885873767790469, 0.42112033148658506] Predicted: 0.07188951911062433 Movie Vector: [-0.00711776804344616, 0.6720492461118701] User Vector: [-0.5172777339354138, -0.6896244718109299] Predicted: -0.4597797434566403 Movie Vector: [0.40947367682182156, 0.1789726381720171] User Vector: [-0.5006041850482612, 1.26241185894732] Predicted: 0.02095294457133917 Movie Vector: [-0.03397582678238667, -1.2151484891713387] User Vector: [-0.6745564937911245, -0.2712140702517627] Predicted: 0.3524839822964201 Movie Vector: [1.3966465309880693, -0.337361604000483] User Vector: [-1.08059443729311, -0.37153394950114094] Predicted: -1.3838671831060876 Movie Vector: [-0.10460853576660156, -0.6625652313232422] User Vector: [-0.21640869797175444, -0.8302001710857193] Predicted: 0.5726999654219869 Movie Vector: [0.22269335687167402, -1.9851382378296507] User Vector: [-0.5180656003097489, -0.6152352813123221] Predicted: 1.1059573145822554 Movie Vector: [0.384006826733445, 0.6613374873079046] User Vector: [0.5783495998547382, 1.1377189398431808] Predicted: 0.974506379521278 Movie Vector: [-1.1394102372384114, 2.7411980876983377] User Vector: [-0.34809761804014866, -1.0505199739161017] Predicted: -2.4830573540344743 Movie Vector: [0.7513960944119539, -1.6090743248331014] User Vector: [-0.26063669942050927, -0.8023062262169365] Predicted: 1.0951289512544176 Movie Vector: [-0.7827085609771192, 0.941818136743851] User Vector: [-0.45205718421510854, 0.274060171293695] Predicted: 0.6119438680199045 Movie Vector: [0.9287342165896086, -0.9288487043567472] User Vector: [0.09189528536136199, 0.6346125685028597] Predicted: -0.5041127661640257 Movie Vector: [0.2248898442246621, 0.27595778031259344] User Vector: [1.2240628360423695, -0.38070833659321063] Predicted: 0.1702198730060045 Movie Vector: [-0.21646426947661318, -0.6928733416911854] User Vector: [-0.17202072825375767, 0.49673222881706147] Predicted: -0.30693617802990325 Movie Vector: [-0.04859020937683727, 0.4705437769204889] User Vector: [-0.6014193376960446, 0.16345776683429653] Predicted: 0.10613712651512812 Movie Vector: [-0.6305270355997893, 0.8577991694987219] User Vector: [0.273885342530711, -0.7498448999350883] Predicted: -0.8159084455372931 Movie Vector: [0.6554631911852641, -0.9261274210568636] User Vector: [0.10602419611253772, 0.5019485786813132] Predicted: -0.39537338475050654 Movie Vector: [0.12563500425345944, 0.2503011653837514] User Vector: [0.1157311407402893, -0.6049358952385522] Predicted: -0.1368762772015086 Movie Vector: [0.9076956792913781, 1.030243590983154] User Vector: [-0.06250514639138566, 0.002785641296876794] Predicted: -0.05386576222005052 Movie Vector: [-0.47476024025645397, 0.37312621323297046] User Vector: [-1.1328795382369523, 0.40387813766757813] Predicted: 0.6885436818704839 Movie Vector: [0.14487877533091725, -0.9584269970742961] User Vector: [0.6419088167966307, 0.692016487335705] Predicted: -0.5702483206314485 Movie Vector: [-0.40161122758560963, 0.17222437383461964] User Vector: [0.26516528565074504, 0.27709243295071084] Predicted: -0.05877128512403705 Movie Vector: [0.2645048426576001, -1.0740643941628107] User Vector: [0.8958061388097546, -0.7815602197573043] Predicted: 1.0763910657329687 Movie Vector: [0.11682305510099728, -1.3485679489374442] User Vector: [0.2908923001176439, -0.4302518786307352] Predicted: 0.6142068206966321 Movie Vector: [-0.1288064136577446, 0.6203457415426321] User Vector: [0.7118122807743955, -1.0306859899498595] Predicted: -0.7310676518171368 Movie Vector: [-0.7993788536937668, -0.5622825208661347] User Vector: [-0.25574439255930104, -0.002369313051331201] Predicted: 0.20576888267788632 Movie Vector: [-0.6109771722357542, -0.32117143015307625] User Vector: [0.7092288789625866, 0.6971848230206315] Predicted: -0.6572385016270507 Movie Vector: [0.07599328017363984, -0.3070864071886229] User Vector: [0.2629763137278258, -1.1443142160264455] Predicted: 0.3713877739825765 Movie Vector: [0.6186231986901835, 0.16939444369527468] User Vector: [1.4933706666053133, -0.24071697952846582] Predicted: 0.8830576197702392 Movie Vector: [0.1501529844994195, 0.5096812380975907] User Vector: [-0.714214335077487, -0.2790264100111337] Predicted: -0.2494559401005537 Movie Vector: [-0.3840585756095816, 0.4829013325184648] User Vector: [-0.8954084236224812, -0.9397807391959697] Predicted: -0.1099320874676506 Movie Vector: [-0.5228462582716153, -0.27470009170710297] User Vector: [0.42720706221759563, -0.30548333184123927] Predicted: -0.13944731471589927 Movie Vector: [0.030686738449293705, 0.8707393877080243] User Vector: [0.05504146711527247, 0.5390082431170122] Predicted: 0.4710247506865169 Movie Vector: [1.4129569934922657, -0.860411600788791] User Vector: [0.30212717862025423, 0.37175886200013314] Predicted: 0.10702707239462139 Movie Vector: [0.016419296611714124, -0.8597874498042839] User Vector: [-0.37895807529296127, -0.11324362179305873] Predicted: 0.09114321974641537 Movie Vector: [0.1288084087778531, -1.0447308027428917] User Vector: [-0.8130465180270376, 0.9136365782800142] Predicted: -1.0592315040911848 Movie Vector: [0.7912805035090857, 0.9483716258062798] User Vector: [1.0111114487990849, -0.41290955544186425] Predicted: 0.4084810699041921 Movie Vector: [-1.1727457205532772, -0.008919142308519392] User Vector: [0.007649943286533132, -1.1750833745657885] Predicted: 0.0015092975903704623 Movie Vector: [-0.8312877678617937, 0.971269335010375] User Vector: [-0.2095485117936447, 0.15334491415885082] Predicted: 0.3231343274299897 Movie Vector: [-0.17750544568980664, -1.276609665496888] User Vector: [0.8030770852411928, -0.2908030573799884] Predicted: 0.22869143786833054 Movie Vector: [-0.4833432741338178, -0.5627791955802027] User Vector: [-0.43553849853535126, 1.2226188705839047] Predicted: -0.47754986059498217 Movie Vector: [0.7097551496272048, -2.0979372151753526] User Vector: [0.7601414332009375, 0.4411840066031716] Predicted: -0.3860620495335929 Movie Vector: [0.33272769415395353, 0.27867646532970536] User Vector: [-0.0899180362474224, 0.059544792348689965] Predicted: -0.013324488602932262 Movie Vector: [1.175919593971166, -0.32761534698003336] User Vector: [-0.8268132049951389, 0.05380465751037344] Predicted: -0.9898930798472849 Movie Vector: [-1.2843410195939309, -0.23010127898481067] User Vector: [0.6023035897415286, -0.12637001112854176] Predicted: -0.7444853053677174 Movie Vector: [0.22502164144466777, 0.03028089251599378] User Vector: [0.3975524058950565, 0.4768289841809244] Predicted: 0.1038967021532755 Movie Vector: [-1.0238688524899624, 0.9130856604143712] User Vector: [-1.490573355315121, -0.2977544226668139] Predicted: 1.2542763371965784 Movie Vector: [-0.7141450554573074, 0.6745889534665308] User Vector: [1.0286311370511156, -1.525942117279069] Predicted: -1.7639755363602716 Movie Vector: [0.3424950652488381, 0.03173384219119535] User Vector: [0.9378014112566544, 0.1612388348788643] Predicted: 0.3263090832799384 Movie Vector: [0.675211564030222, -0.13879506993394833] User Vector: [0.5731713439567155, -0.5062722685684411] Predicted: 0.4572800145318937 Movie Vector: [0.28152621239104525, 0.285614497262792] User Vector: [-0.38450046694295237, 0.3577572436866975] Predicted: -0.006066304823339419 Movie Vector: [0.3164885325962045, 0.2894302311282852] User Vector: [0.45095118512100396, 0.6879140963987459] Predicted: 0.3418240147685604 Movie Vector: [-0.5860408742700889, 0.03393446866131314] User Vector: [0.8151061716850798, -0.30839093964156006] Predicted: -0.48815061615396876 Movie Vector: [-0.3008577138279096, -1.035376595110473] User Vector: [1.2497449838287515, 0.7860339854201717] Predicted: -1.1898366101680686 Movie Vector: [0.21674983118455526, 0.5532248897314882] User Vector: [-0.01308531881539501, 0.519282748054344] Predicted: 0.2844439003875957 Movie Vector: [-0.3771022073381285, -0.026305185939586556] User Vector: [0.8979248956279151, 1.2303277097717156] Predicted: -0.37097345933731607 Movie Vector: [-0.5227116998659769, -0.8416074698587218] User Vector: [0.33453540948355365, 2.217097774212101] Predicted: -2.040791620740559 Movie Vector: [-0.03813180670393771, 1.1044362770959444] User Vector: [0.8682888071485547, 0.12151545520574614] Predicted: 0.10109665599967191 Movie Vector: [0.6424123471929485, -1.259659571480716] User Vector: [-0.321932592012204, -0.3680547564626775] Predicted: 0.2568102247347458 Movie Vector: [-0.6540545673547393, -0.04423243956558606] User Vector: [-0.5062417148407358, -0.1022589525740763] Predicted: 0.3356328687168517 Movie Vector: [-0.37090174239334617, 0.5200754490333828] User Vector: [-0.0976471719850627, 0.11267121624264244] Predicted: 0.09481503960957213 Movie Vector: [-0.43656009115827976, 0.14004302916591177] User Vector: [-0.0411349222502132, -0.19125507235326203] Predicted: -0.008826074268354613 Movie Vector: [-0.23236256615681203, 0.32317039998558517] User Vector: [0.6306310590573424, 1.227758195540688] Predicted: 0.25024005595771226 Movie Vector: [0.5915955808051091, -0.8875895546477285] User Vector: [-0.22097540503704133, 0.8670110205851465] Predicted: -0.9002779987223753 Movie Vector: [1.7407317997371488, 0.7823836856955656] User Vector: [-0.15863798286209485, 0.9579310421263711] Predicted: 0.4733234379668191 Movie Vector: [0.03122638894691978, -0.40646035338509545] User Vector: [-0.2684793254824821, -0.07547100714987748] Predicted: 0.02229233239474561 Movie Vector: [1.046467504016059, -0.579442440542643] User Vector: [-1.0814625262979722, -0.1401708797926819] Predicted: -1.0504944339018596 Movie Vector: [-1.0170334818031121, -0.31809865325359865] User Vector: [-0.9753919650402192, -0.24053575174988384] Predicted: 1.0685203850186136 Movie Vector: [-0.1529753730220426, -0.2779569887347909] User Vector: [-0.15548645984493065, 0.0865968010816398] Predicted: -0.0002845868680631698 Movie Vector: [0.6611865812917676, 1.4330912878475344] User Vector: [0.1894449408667272, -0.2570913150251808] Predicted: -0.2431768709491601 Movie Vector: [-0.183748707319606, -0.39444773845617154] User Vector: [-0.586259422838298, 0.11868212438731938] Predicted: 0.060910515540723374 Movie Vector: [-1.9735326746618966, 0.7288565071115001] User Vector: [-0.12591264195674684, -0.7486281097827322] Predicted: -0.2971497561670824 Movie Vector: [0.2987506694390309, -0.4642734381514726] User Vector: [0.02301540567492516, -0.7334767654440952] Predicted: 0.34740964754974607 Movie Vector: [-0.12606783016436782, -0.24432170601826317] User Vector: [0.0008409111203934658, 0.5005316805228566] Predicted: -0.12239676594184168 Movie Vector: [-0.5356121063232422, 1.2632465362548828] User Vector: [-0.7238067799244075, -0.11706739673052016] Predicted: 0.23979469053814947 Movie Vector: [0.5696503185186522, 0.04150014569830873] User Vector: [-0.334024837810729, 1.0551542410474772] Predicted: -0.14648830051436423 Movie Vector: [-0.09924793783201492, -0.4875190130034546] User Vector: [0.5983380311499011, -0.04911065255628036] Predicted: -0.03544143885590221 Movie Vector: [-0.6138015595730859, 0.1423960188277802] User Vector: [-0.6353095779427476, 0.684036473445906] Predicted: 0.48735808030466904 Movie Vector: [0.4922928471243166, 0.28586539875381173] User Vector: [0.6418129340711874, -1.214457694079276] Predicted: -0.031211516352490754
avg loss: 14.70966805876941: 20%|█████████▎ | 14097/70000 [00:23<01:32, 606.16it/s]
Movie Vector: [1.4928950397742364, 1.4130768663573399] User Vector: [0.4553296895993927, -1.2191703845893425] Predicted: -1.0430220315463048 Movie Vector: [1.3155322276937387, -0.7850886641088252] User Vector: [-0.8550403020606525, -0.23420844134598304] Predicted: -0.9409586809984494 Movie Vector: [-0.6856353060616163, 0.21973926112791375] User Vector: [-0.2800322859841109, 0.4417946676477747] Predicted: 0.2890796559470241 Movie Vector: [-0.41500537209658633, -0.6195279763169899] User Vector: [-0.835467841936745, 0.49709113971556046] Predicted: 0.038761774784603575 Movie Vector: [0.054768581485309636, 0.3545338404144078] User Vector: [-0.7490957228095958, -0.3556727693825199] Predicted: -0.16712494299500705 Movie Vector: [0.23111359332265163, -0.14448833342701356] User Vector: [-0.9088024838049437, -0.3653462066473761] Predicted: -0.15724834313035077 Movie Vector: [0.8952886430934557, 0.12479863663550084] User Vector: [-0.0840574201105532, -0.1546105070699489] Predicted: -0.09455083408456681 Movie Vector: [1.4658847752100757, -0.7952854774474154] User Vector: [0.19862943969006613, 0.8613822235710276] Predicted: -0.3938769013872251 Movie Vector: [0.6766953341534117, -1.0968699425588078] User Vector: [0.9612136314502735, -1.1927045764314155] Predicted: 1.958690579767011 Movie Vector: [-0.5496616271331505, 0.3090917568342135] User Vector: [0.11677759780034719, 0.07287058622409762] Predicted: -0.041664466902094084 Movie Vector: [-1.03620840137315, 0.5013951112886751] User Vector: [0.7453838555570809, -0.17805035946923556] Predicted: -0.8616465931772237 Movie Vector: [-1.0782903330244655, -0.2701330975075603] User Vector: [-0.4894263163005906, 1.1598747622939078] Predicted: 0.21442310333540265 Movie Vector: [-0.6640519028981727, 0.05438462927504759] User Vector: [-0.9755888808132965, -1.0951430066714976] Predicted: 0.5882827063293778 Movie Vector: [-1.571643058297959, 1.0145254900029193] User Vector: [-0.043634005449694, -0.420979979753626] Predicted: -0.35851783847021956 Movie Vector: [0.9744954548167492, -0.13278676479590326] User Vector: [-1.4516498833722018, 0.30082553631299114] Predicted: -1.4545718630664692 Movie Vector: [0.4175286187530905, -0.3189619440433472] User Vector: [-0.33208049669494755, 0.5335577630550692] Predicted: -0.30883773246334617 Movie Vector: [-0.43872770966063124, -0.7442310087144003] User Vector: [0.1777646524423819, -0.5972514462508925] Predicted: 0.36650276747477184 Movie Vector: [-0.12690933855078726, 0.4918298732475922] User Vector: [-0.7290612916664969, 0.8146721503272035] Predicted: 0.4932047867221496 Movie Vector: [-1.226259532156817, 0.3710171010767196] User Vector: [0.10886640451391263, -0.5253452353842761] Predicted: -0.32841053256356634 Movie Vector: [0.9615245610695926, 0.038789683634153034] User Vector: [-0.5950228861439412, 0.25439645900860125] Predicted: -0.5622611612633227 Movie Vector: [1.9667557266611817, 0.5326705505602639] User Vector: [1.1993688356830317, -0.6881757834016256] Predicted: 1.9922945525317717 Movie Vector: [0.5143874795401705, -1.1438097969910102] User Vector: [0.8744780030022716, 0.5866605846001414] Predicted: -0.22120758829645493 Movie Vector: [-0.18270718265947433, 0.41984309500428824] User Vector: [-2.126771794835089, -1.1209311470111272] Predicted: -0.08203871925390577 Movie Vector: [0.13480967612825423, -0.4347494457768622] User Vector: [-0.24499508688114827, -0.4674649569453574] Predicted: 0.17020242263663776 Movie Vector: [-0.3754835582143084, -0.344201239867686] User Vector: [0.8615985568583706, 0.31528951843595543] Predicted: -0.4320391350444356 Movie Vector: [-0.6431584905112743, -0.14747347587360432] User Vector: [-0.19449234470654625, 0.4248035727737673] Predicted: 0.062442143396987615 Movie Vector: [-1.7560894261509399, 0.14823676436524544] User Vector: [-1.0476566264284448, -1.0892407908795352] Predicted: 1.678313193453334 Movie Vector: [0.6085810802756153, 0.8553352832214749] User Vector: [-0.8286955379607073, -1.5557320396675005] Predicted: -1.8350009304774337 Movie Vector: [0.594155317675064, -0.7488383015903954] User Vector: [-0.1899078778400937, 0.024052918985412217] Predicted: -0.13084652248840556 Movie Vector: [0.6865289923896357, 1.1911940306666187] User Vector: [0.3356628624262565, -0.410659892550413] Predicted: -0.2587333259161282 Movie Vector: [-1.1379774153269488, -0.9153908018319074] User Vector: [-0.3607715142500725, 0.589685252088872] Predicted: -0.129242620428196 Movie Vector: [0.8268002442009458, 0.6072792254164912] User Vector: [0.020897069221288256, -0.2746885466524707] Predicted: -0.14953494590664893 Movie Vector: [-0.5402104130750887, -0.4539646822571558] User Vector: [0.5673418914437314, -0.10219545348376777] Predicted: -0.2600908709627357 Movie Vector: [0.2140164464303957, -0.49990268942889743] User Vector: [1.3600373235421686, -0.2574930691113054] Predicted: 0.4197918327552438 Movie Vector: [0.28846712037083677, 0.49836737111122026] User Vector: [-0.5274260246627507, 0.25712344173757107] Predicted: -0.024003132833279317 Movie Vector: [-0.1879618177103605, -0.25847159949736376] User Vector: [0.7944693830088964, -0.19296033785260808] Predicted: -0.09945514218126543 Movie Vector: [0.4154719687569524, 0.0469537786348375] User Vector: [-1.5504178498358168, -0.607083926231009] Predicted: -0.6726600407522266 Movie Vector: [0.058953895995690106, -0.4765260198891675] User Vector: [-0.04863289581135209, -0.48120877073956814] Predicted: 0.2264414015746536 Movie Vector: [-1.1784084149114273, -0.23542374201551244] User Vector: [0.18740524334172576, 0.6449839000841625] Predicted: -0.37268443904998627 Movie Vector: [1.3719735354320066, 1.0272086761817856] User Vector: [0.5030508688505098, 0.7355594988398524] Predicted: 1.4457455780951989 Movie Vector: [0.7649913839865228, -1.2064305014929078] User Vector: [0.5590318052745401, -0.11120642298591608] Predicted: 0.5618173350615859 Movie Vector: [-1.0446018199657527, 1.7956359188561752] User Vector: [0.3489065595017284, -1.4738112124822829] Predicted: -3.0108967777996525 Movie Vector: [0.9090150984193768, -0.25549960565617585] User Vector: [-0.783721297841403, 0.6757875037061052] Predicted: -0.8850779333949459 Movie Vector: [0.7239602329254745, 0.08068880154646015] User Vector: [-1.0642989653875263, -0.39394159647345106] Predicted: -0.8022968021830371 Movie Vector: [-0.03451377594095609, -0.3960789702628603] User Vector: [0.19992638052466516, 0.5356560736195742] Predicted: -0.2190623203564025 Movie Vector: [0.6244059037912593, 0.5637652507042097] User Vector: [0.2682518468460591, -0.791639001995269] Predicted: -0.27880052355350515 Movie Vector: [-0.6662082945857899, 0.4144441141238988] User Vector: [0.937490054502748, -0.7833458319785204] Predicted: -0.9492167197884013 Movie Vector: [-0.5714038189606052, -0.3213394477154859] User Vector: [1.3387219365169694, -0.037884577009443025] Predicted: -0.7527770179989839 Movie Vector: [0.3322253826876508, 0.27276314513550065] User Vector: [0.8107924012186648, 0.45859687027795676] Predicted: 0.3944541404614229 Movie Vector: [0.038376068425220844, -0.24656328903339703] User Vector: [0.48821721768100784, 0.647675076126583] Predicted: -0.14095703964262882 Movie Vector: [0.3343303602352567, 0.5230374483840866] User Vector: [-0.7628151449491405, 0.31541945075313815] Predicted: -0.09005607751112424 Movie Vector: [1.4548785569569507, -0.4839610400825799] User Vector: [-0.09544523890810513, -0.597459518883195] Predicted: 0.15028589871491344 Movie Vector: [0.48243433869099195, 0.7768731737190199] User Vector: [-1.5501191069743498, 0.2624223558787066] Predicted: -0.5439617977991286 Movie Vector: [-0.009824172522760535, -1.4249452419438589] User Vector: [-0.037242493077503186, -0.7068691973273331] Predicted: 1.007615776085429 Movie Vector: [-2.103960091506097, -2.212253657503448] User Vector: [-0.6012472009935459, 1.3566015823500703] Predicted: -1.7361466963087429 Movie Vector: [-0.2978044360772228, -0.6031417734226426] User Vector: [2.0795932113717637, -1.1006436641059032] Predicted: 0.04453208789264107 Movie Vector: [-0.4526436426239702, -0.19360872779888721] User Vector: [0.3473648249806667, 0.29810633007664433] Predicted: -0.21494846701362108 Movie Vector: [0.46128771742251584, 1.0047440065625943] User Vector: [-0.4356003310261374, -0.14694455030061687] Predicted: -0.3485787386191197 Movie Vector: [1.2936221158199297, -0.3558523414762797] User Vector: [0.4728159383072303, 0.5186721735852973] Predicted: 0.4270744470774651 Movie Vector: [0.4818534958176587, 0.2799134684117445] User Vector: [0.5496543281793779, 0.2210287039190565] Predicted: 0.3267217706570755 Movie Vector: [-0.371126607855238, -0.12365131609207583] User Vector: [0.5696492161745976, -2.539439482015126] Predicted: 0.10259305282107606 Movie Vector: [0.1794539140587894, 0.07211896850359689] User Vector: [-0.18777759352470735, -1.0759548251557174] Predicted: -0.11129417627724741 Movie Vector: [0.40499203614184753, -0.44633516127227435] User Vector: [0.750337122324185, 0.2998735515441341] Predicted: 0.1700364489731455 Movie Vector: [1.2159773677725083, 1.2983447391074583] User Vector: [0.713519302350744, 0.6733162694775995] Predicted: 1.7418199593590353 Movie Vector: [-0.3582721252188106, 0.45129231740248354] User Vector: [0.4901875627250682, 0.6350157607112787] Predicted: 0.11095719438515472 Movie Vector: [0.3599957587452853, -0.8074655101271164] User Vector: [-0.17059633544570868, 1.093588172302795] Predicted: -0.9444486886354003 Movie Vector: [1.0575683379851062, 0.5196711831237248] User Vector: [0.10087269004002206, -0.2159469903894566] Predicted: -0.005541664833983662 Movie Vector: [0.28846167502281617, 0.14203391863448908] User Vector: [-0.32028656118149973, -0.047768228856226495] Predicted: -0.09917510665639204 Movie Vector: [1.256375476289848, 1.336466628215758] User Vector: [0.42687827219942187, 0.48077533085140345] Predicted: 1.1788595779046267 Movie Vector: [0.2582064840925209, 0.13752159417380655] User Vector: [-0.4539184615670422, -0.16477099267328293] Predicted: -0.13986425961194252 Movie Vector: [-0.502411208121244, -1.084667546095402] User Vector: [0.11761692888925296, 1.082095681435057] Predicted: -1.2328061307613551 Movie Vector: [0.11421002931479232, 1.1257562427551677] User Vector: [-0.7110237882975183, -0.0474918868046493] Predicted: -0.13467033575553 Movie Vector: [-0.5974027141451166, 0.43719452024957167] User Vector: [-0.2308409540871392, -1.1889859918873427] Predicted: -0.38191314779914265 Movie Vector: [1.284910701144393, -0.8877093857116178] User Vector: [0.11781208970286605, 0.19676801148200374] Predicted: -0.02329479581699037 Movie Vector: [0.11463656238840692, -0.47324092683430197] User Vector: [-0.0055265044985671665, 0.48819151535206345] Predicted: -0.23166574467559267 Movie Vector: [0.5480796897858515, 0.1590206882679228] User Vector: [0.7888183374355608, -0.874397004633451] Predicted: 0.2932880961828519 Movie Vector: [-1.208865923890297, -0.11660935045446119] User Vector: [0.5647222744332937, 0.21044003621689375] Predicted: -0.7072127899570988 Movie Vector: [0.22891741492748152, 0.332921580232477] User Vector: [-1.0010176680834106, 0.4199918276570913] Predicted: -0.08932603392606511 Movie Vector: [0.6026718484299851, -1.3050935534906931] User Vector: [-0.6615665577801335, -0.08986702483995208] Predicted: -0.28142266544680616 Movie Vector: [-0.26684354415620326, 0.22638106179717638] User Vector: [1.6581997897477234, 1.1167171913542042] Predicted: -0.18967628530942826 Movie Vector: [-0.8340660196567882, 0.6790477672412641] User Vector: [-0.46266989585178725, -0.9358826447237792] Predicted: -0.2496117818514107 Movie Vector: [0.6216650451647097, -0.7618754759071954] User Vector: [0.2542557966356433, 0.18049188928149068] Predicted: 0.020549597255161894 Movie Vector: [0.6885544014225248, -0.16809977897246317] User Vector: [1.0742945095278742, -0.7699851531602482] Predicted: 0.8691445470177862 Movie Vector: [1.4340488615104583, -0.6143488934979475] User Vector: [-0.02663878637457203, -0.8554647407127094] Predicted: 0.4873524956108862 Movie Vector: [-0.11732250107535722, 1.1048935486203808] User Vector: [0.56531767662279, -0.09092087691877233] Predicted: -0.16678237406595497 Movie Vector: [-0.6363262196732964, 0.06949500944714011] User Vector: [0.7528627069047356, -1.8852319930519008] Predicted: -0.610080495384888 Movie Vector: [0.33631644921647713, -0.043748250263242666] User Vector: [-0.4828586818257369, 1.1552944665674347] Predicted: -0.2129354287961121 Movie Vector: [0.4374697616796115, -0.4230740964091595] User Vector: [0.3268961173728729, 0.4458281693849313] Predicted: -0.0456111833551785 Movie Vector: [0.7625690439894248, -0.5912921500983654] User Vector: [1.0098336346530268, 0.1679129725289371] Predicted: 0.6707822468096817 Movie Vector: [1.0912692885051216, 0.5123992345441558] User Vector: [-0.18504000108443436, 0.9758822581478755] Predicted: 0.2981128517517961 Movie Vector: [-0.01819153343686839, -1.3037393094527767] User Vector: [-0.8856468858782718, -0.15098766101196878] Predicted: 0.21295982384134707 Movie Vector: [1.0695546862176257, 0.16880334945585046] User Vector: [-0.24530896534419389, -0.5358778684005207] Predicted: -0.35282933254034904 Movie Vector: [1.1297135604759765, 1.1782493163481103] User Vector: [0.2462744371796827, -0.9237758053125674] Predicted: -0.8102186397879811 Movie Vector: [0.3834549034848749, 0.5150126430701406] User Vector: [0.43997494213828925, -0.7217533674765517] Predicted: -0.2030015604554722 Movie Vector: [1.3845203530146617, 1.0455545958980585] User Vector: [-0.7163256646797758, 0.38814912782967026] Predicted: -0.5859363576397705 Movie Vector: [0.5301352512050362, 1.0613297951997769] User Vector: [0.2280804496939985, -0.7827995515007519] Predicted: -0.7098950011832846 Movie Vector: [-1.148637247828331, -0.3157290631019486] User Vector: [0.6089476067462414, -0.359976050577574] Predicted: -0.5858050018966545 Movie Vector: [0.6540167328632536, 1.8309492185160894] User Vector: [-0.5361690232518712, 0.37527032724344994] Predicted: 0.33643739954900115 Movie Vector: [0.9224336648418566, 0.4663578082879874] User Vector: [-0.2178112746596612, 0.01570259870973112] Predicted: -0.19359342280949152 Movie Vector: [1.134455124917153, -1.0826795736067512] User Vector: [0.2901501665331135, -0.2536384087475694] Predicted: 0.6037714676521693 Movie Vector: [2.1746495623833573, -0.6120036365482351] User Vector: [0.8347955401610148, 0.4783038885017728] Predicted: 1.5226640369524824 Movie Vector: [-0.1942747116071955, 0.8112758446236074] User Vector: [1.6078903266499611, 1.1593980428266701] Predicted: 0.6282191969432436 Movie Vector: [1.0687712144672377, 0.631051802461349] User Vector: [-0.893184182343172, 0.00375620571403866] Predicted: -0.9522391829195789 Movie Vector: [-0.5178630506641061, -1.3230579821799293] User Vector: [1.5372778329155088, -0.0935900664287993] Predicted: -0.6722743038305586 Movie Vector: [0.049690706549659375, 0.9871914674993117] User Vector: [0.36558063128153245, 0.04405883415667697] Predicted: 0.06166046501668859 Movie Vector: [0.8082653904288052, -1.1398490468493832] User Vector: [0.3454472594352196, 0.08103648422286142] Predicted: 0.18684370471851486 Movie Vector: [-0.32379831440421625, 0.13031695456719689] User Vector: [0.6041794173933939, -0.38389130775477387] Predicted: -0.245659823061123 Movie Vector: [-0.27164482274390217, 0.18697837870707645] User Vector: [-0.9664388834739035, -0.8504696135240362] Predicted: 0.10350868971772506 Movie Vector: [-0.6562656153877549, 1.0994888884122385] User Vector: [-0.02982754711312221, 0.10987365107041552] Predicted: 0.1403796520429057 Movie Vector: [0.02183743519177408, 0.6068555318066734] User Vector: [-0.26991144652983873, 0.48606506384989717] Predicted: 0.2890770990941607 Movie Vector: [0.1736442473806463, 0.10682576471230582] User Vector: [1.050164303799497, 0.4192800058580748] Predicted: 0.22714489741365296 Movie Vector: [-0.7817045916782821, 0.11872489459046229] User Vector: [0.44777958134960066, 0.6396160566205191] Predicted: -0.2740930059001234 Movie Vector: [0.31983693444150185, 0.4050164667257322] User Vector: [1.3258422066625104, -1.069715500893441] Predicted: -0.009199085641514781 Movie Vector: [-0.048895890361184725, -1.5957340705598078] User Vector: [0.05867624713431644, -0.788895491376373] Predicted: 1.2559983863536142 Movie Vector: [-0.6533091826084598, 0.14923864984663437] User Vector: [1.0796453601139147, 0.4374167217747878] Predicted: -0.6400627467450275 Movie Vector: [-1.238953145778284, 0.4126524791043154] User Vector: [0.40437630045457995, 0.4550370307258239] Predicted: -0.3132311307131086 Movie Vector: [0.34338312961934264, 0.15764510537048051] User Vector: [-0.5862589933517152, 1.6384750849481038] Predicted: 0.056986129508953515 Movie Vector: [-0.23604438541563255, 0.06292189313800414] User Vector: [0.918379402510758, -1.1890995687104164] Predicted: -0.29159869763687135
avg loss: 14.700302479254738: 20%|█████████ | 14159/70000 [00:23<01:32, 605.84it/s]
Movie Vector: [-0.47337160152779423, 0.39013572512196154] User Vector: [0.011144512830541983, 0.419370473201761] Predicted: 0.15833590777046846 Movie Vector: [-0.04444324679494661, -0.49201729658205845] User Vector: [-1.244951109034433, -0.42915516954829414] Predicted: 0.2664814357218264 Movie Vector: [-0.4157059377159398, 0.020637646124342213] User Vector: [-0.5685489489158373, 1.5844388152795505] Predicted: 0.2690482615218815 Movie Vector: [-0.058246165507841646, -0.9182934761635065] User Vector: [0.021377974602471643, 0.8526704227675737] Predicted: -0.7842468715919599 Movie Vector: [0.682662743302749, -0.19147353633241931] User Vector: [-0.198974957508619, 1.2668769645354168] Predicted: -0.378406202839059 Movie Vector: [-0.9368038177490234, -0.7259654998779297] User Vector: [0.7867114547526508, 0.24664141699185735] Predicted: -0.916047453856266 Movie Vector: [-0.17950760371468133, -0.46840377422017443] User Vector: [-0.4262042234029384, 1.3645928066694784] Predicted: -0.5626735220815463 Movie Vector: [0.46274751284795695, 0.8162347500556058] User Vector: [0.013857364638547413, 0.2986087786917233] Predicted: 0.25014732286096353 Movie Vector: [-0.9066799951841913, 0.4704545709060492] User Vector: [-0.5734502560368724, -1.0213118996155224] Predicted: 0.0394550238870221 Movie Vector: [-0.13102077071722015, -0.7916959198549933] User Vector: [-0.18645915330423976, 1.93361917656513] Predicted: -1.5064083906667836 Movie Vector: [-0.18217842315848018, 0.5438934985684909] User Vector: [-0.9066782798336093, 1.4879340477143514] Predicted: 0.9744548741826646 Movie Vector: [0.16593664823628546, -0.848580969628991] User Vector: [1.1794818768333517, 0.5442293942824744] Predicted: -0.2661034378036509 Movie Vector: [-0.37504985176011957, 0.36402157206156543] User Vector: [-0.8491676835368971, -0.043501824564914165] Predicted: 0.3026446112643309 Movie Vector: [1.2992790786362773, 0.3844162787172682] User Vector: [0.05483889410824021, -0.9141288171066799] Predicted: -0.28015497032998143 Movie Vector: [0.08946606975409604, -0.08069757752187992] User Vector: [-1.0070869046042323, 0.7032881018338446] Predicted: -0.14685375337371137 Movie Vector: [-1.0443594156858604, -2.0424581602027296] User Vector: [0.5372698767942397, 0.7611795716345253] Predicted: -2.115780282059001 Movie Vector: [1.038226687390416, 0.41479763177933654] User Vector: [0.5544355309996036, 0.668346985064473] Predicted: 0.8528585113328678 Movie Vector: [1.0414936286469567, -0.10151164668340892] User Vector: [0.12738998846560423, 0.023934665259892345] Predicted: 0.13024621405698827 Movie Vector: [1.368735377694417, -0.093676629955543] User Vector: [0.4654115251167017, 0.679252718635233] Predicted: 0.5733951140440542 Movie Vector: [-0.5445302360514078, -0.7720940230482375] User Vector: [-0.765566317056639, -0.16467339677780365] Predicted: 0.5440173527470517 Movie Vector: [0.06760616144487246, 0.4582263607818877] User Vector: [0.36572977833158604, 0.6102385246127122] Predicted: 0.30435296478127416 Movie Vector: [1.6914374017891465, 0.744855576614198] User Vector: [1.4818893938537114, -1.2707350400490305] Predicted: 1.5600090650992282 Movie Vector: [0.7666968907736798, -0.5007164265568074] User Vector: [0.08572868412325625, -0.2380582017545481] Predicted: 0.1849275676624963 Movie Vector: [-0.8750579245858681, 0.16793203137234775] User Vector: [-0.11608433716637266, 0.536334651447072] Predicted: 0.19164828667061912 Movie Vector: [-1.2161337635842586, -0.21599046829489796] User Vector: [-0.22783493158350868, -0.9025711784862686] Predicted: 0.4720245243333415 Movie Vector: [1.0506118930726067, 0.6715584907805994] User Vector: [-0.23225390957297143, 2.6719745926514045] Predicted: 1.5503785052351104 Movie Vector: [0.2856391201916003, 1.0552267044245158] User Vector: [-0.5732143711713553, -0.14655834328178918] Predicted: -0.31838472624972664 Movie Vector: [0.24951195276795107, 1.061829046215231] User Vector: [1.1093340070064346, -0.7785394979865734] Predicted: -0.5498837582278966 Movie Vector: [0.2328400540113073, -1.2473991860619373] User Vector: [0.18285251177617015, -0.30148808715138575] Predicted: 0.41865138323807566 Movie Vector: [-1.2148526764257537, 0.315972229008182] User Vector: [0.3671663040320921, 0.40688313974982043] Predicted: -0.3174891945341407 Movie Vector: [-1.6528806632931516, 0.5730855649621549] User Vector: [-0.26724746438770947, 0.5600962989921218] Predicted: 0.7627112701416823 Movie Vector: [-0.5284227130929573, 0.32234508749030527] User Vector: [0.6629259679713665, -0.09565356721200619] Predicted: -0.38113859606691836 Movie Vector: [-0.5756626801520127, -0.13335076911042848] User Vector: [0.13346570663958474, -0.569603524785384] Predicted: -0.0008741582743836546 Movie Vector: [0.322038041526661, -0.5641419329268782] User Vector: [0.18677792877548738, 0.05179194933122355] Predicted: 0.030931587977496743 Movie Vector: [-1.2420520139637072, -0.3186659694864558] User Vector: [1.0716377161307415, 0.11335087249478147] Predicted: -1.3671508492353404 Movie Vector: [-0.5859609639820178, 0.525337072401471] User Vector: [-0.044359077210587836, 0.09155074166818322] Predicted: 0.07408768624781553 Movie Vector: [0.045785870937297024, 0.43692182082780906] User Vector: [0.8111826394934909, 0.6618689994468663] Predicted: 0.3263257120262299 Movie Vector: [0.38926895206330453, 0.000530598376454916] User Vector: [0.029823779298942546, -0.5936119088607807] Predicted: 0.011294501799180807 Movie Vector: [0.26320666433121787, 0.9668341743842424] User Vector: [-0.3987806308676652, -0.07523609086378816] Predicted: -0.17770254344476533 Movie Vector: [0.04715785554897957, -1.3987141144957966] User Vector: [1.1586795471299955, -0.9128000394837533] Predicted: 1.3313871416493597 Movie Vector: [0.038083620610258426, 0.2034878580647329] User Vector: [-1.2563066818551234, 0.27420766793185564] Predicted: 0.007953223970475695 Movie Vector: [0.9275881348930862, -0.08335753934494415] User Vector: [0.06129554366662781, 0.7164683142159531] Predicted: -0.002866016664677111 Movie Vector: [-0.5723914923313547, -1.585019144398739] User Vector: [-0.583893865912893, 0.6196214068549109] Predicted: -0.6478959108713089 Movie Vector: [1.0250098554616158, 0.9660981785837037] User Vector: [0.01680794377618329, 0.12908661890151085] Predicted: 0.14193865542091094 Movie Vector: [-0.028092031123018626, -0.702595093587991] User Vector: [0.1881539883131622, -0.8746850261199979] Predicted: 0.6092637800911808 Movie Vector: [-0.4317730584357601, -0.2389213153016866] User Vector: [-0.2772906027677997, 0.5619218207096506] Predicted: -0.014528488868119901 Movie Vector: [1.0522120847420726, -0.09949780978908562] User Vector: [0.6499670695808883, -1.0616397484802769] Predicted: 0.7895340350562257 Movie Vector: [0.6796561942453256, 0.013169487909763578] User Vector: [0.9339125548557949, 0.7339270827019213] Predicted: 0.6444048966335094 Movie Vector: [-1.1018112181722441, -0.33900519880665925] User Vector: [0.6056334645997085, -0.986367911842761] Predicted: -0.3329098953457169 Movie Vector: [0.3911945880265211, 0.4548516204551744] User Vector: [-1.7973949998491912, -0.7045845243895981] Predicted: -1.0236126091531803 Movie Vector: [-0.014839145716257104, -1.520130332494265] User Vector: [-0.4395323988972355, 1.5803785729852173] Predicted: -2.3958591203045785 Movie Vector: [-0.011322493193868077, 1.0878454107882916] User Vector: [0.809650259752114, -0.7140940509916537] Predicted: -0.7859911957979475 Movie Vector: [0.5747630003526739, -0.4845278905611274] User Vector: [-0.3753310763954879, -0.30316942715775014] Predicted: -0.06883237257129926 Movie Vector: [-1.323906770597205, -1.8216878260868934] User Vector: [0.7014706137133555, 0.727091192701286] Predicted: -2.25321486906902 Movie Vector: [-0.22738098663550746, -0.8697764686426992] User Vector: [0.12699616129896643, 0.3527217186545021] Predicted: -0.33566556331997754 Movie Vector: [-0.5516336028000562, -0.23590181013534153] User Vector: [-0.886366860072785, -0.3793725814522952] Predicted: 0.5784444231048375 Movie Vector: [-0.7193903368764593, 0.4921908268373728] User Vector: [1.138996899630673, -0.25963529633365956] Predicted: -0.9471734745051827 Movie Vector: [-0.4297947990020057, -0.42838030077498884] User Vector: [0.43592246257757195, 0.32780544472339235] Predicted: -0.32778260219027266 Movie Vector: [0.8182938194516568, 0.8168532047986474] User Vector: [1.5985087934097724, -0.9775093719161648] Predicted: 0.5095682028159098 Movie Vector: [-1.7810568629932848, -0.15955269081676873] User Vector: [-0.224374319246054, -0.6993812595413793] Predicted: 0.5112115830392787 Movie Vector: [-0.07735459758267683, -1.3128753906233932] User Vector: [0.8275474332898185, 0.05072606632784843] Predicted: -0.13061160282767317 Movie Vector: [1.2716087938879324, 0.042752273299323934] User Vector: [-0.0523581101193866, 1.0381822789442938] Predicted: -0.022194380735223333 Movie Vector: [0.9197537434953295, 0.00015177301570497412] User Vector: [0.6963213767961367, -1.3604722705647596] Predicted: 0.6402377100047819 Movie Vector: [1.116746605198418, 0.5094498454278263] User Vector: [1.8484794119633656, -0.07718082936755663] Predicted: 2.0249633464979637 Movie Vector: [0.04549940321162789, -0.5957990135724762] User Vector: [0.461936678576581, 0.35587594652960786] Predicted: -0.19101269469971566 Movie Vector: [-0.16112153226366324, -0.9941587547796654] User Vector: [0.5935663407187998, 0.24308819592416017] Predicted: -0.33730457647834705 Movie Vector: [0.6671959701191961, -0.7295538424399922] User Vector: [-1.1934352642237296, -0.7219929242663] Predicted: -0.26952248677524493 Movie Vector: [0.11383287070099524, -0.402245695969098] User Vector: [-0.6292329436649993, -0.3741633889032193] Predicted: 0.07887822045850724 Movie Vector: [-1.4300985512392992, 0.17834193342199472] User Vector: [1.0663398703354048, 0.04003295528662085] Predicted: -1.5178315490489525 Movie Vector: [-0.4573729893613368, -0.07972584848188113] User Vector: [0.336323405077926, 1.3666038144739399] Predicted: -0.26277888982018494 Movie Vector: [-0.25952814483565795, 0.32583766232683065] User Vector: [0.00883809302238129, 0.6549700016933384] Predicted: 0.2111201603599741 Movie Vector: [-0.0519930071927419, 0.3038431359389107] User Vector: [-0.017530742477127714, -0.10496023092356771] Predicted: -0.030979969692981637 Movie Vector: [1.0527647337505148, 0.37646453423057646] User Vector: [-1.0952717139911554, -0.8293310954589878] Predicted: -1.4652771789392702 Movie Vector: [-0.004748993626800542, -0.4165732302353391] User Vector: [-0.03856538952665875, -0.8987484621144052] Predicted: 0.3745776968211182 Movie Vector: [0.6533873289326488, -0.2697990341112602] User Vector: [-0.19694157638263168, 0.1429350617339545] Predicted: -0.16724287214488723 Movie Vector: [0.7640532453402481, 0.021351144140409783] User Vector: [0.5479935036706536, -1.083231383035868] Predicted: 0.3955679855083218 Movie Vector: [0.42884889776386526, -0.42922557823838964] User Vector: [0.6321557594767095, 0.27817752341954166] Predicted: 0.15169839232399004 Movie Vector: [0.23752289226627382, -0.039411532242444786] User Vector: [-0.2930376406470461, -0.03435129587279944] Predicted: -0.06824931074451081 Movie Vector: [-1.1600395153456962, 0.376714597888299] User Vector: [0.8755335062386088, -1.3813244800654647] Predicted: -1.536018560307079 Movie Vector: [-0.5504036355785512, -0.6043133255910375] User Vector: [-0.9979172500388926, -0.8873589214187564] Predicted: 1.0855001032234015 Movie Vector: [-0.3050914830344867, -0.5881456751808772] User Vector: [-1.2318304816303105, 0.7528408978527746] Predicted: -0.06695912968372053 Movie Vector: [1.7585141249467136, -1.0460541006738342] User Vector: [0.1060294360926003, -0.718938705224438] Predicted: 0.9385030417621327 Movie Vector: [0.30149793937632746, -0.5518260407808268] User Vector: [0.7390196316238705, 0.44544429164210847] Predicted: -0.022994863752035077 Movie Vector: [1.1918556147521788, -1.1328569320313426] User Vector: [-0.5183331435745154, -0.4000408051669938] Predicted: -0.16458926825260484 Movie Vector: [-0.6428550965363611, -0.6020335658398683] User Vector: [0.36038045503778976, -0.7084576810326084] Predicted: 0.19484289174556924 Movie Vector: [-0.9005498322805083, 0.506256277880725] User Vector: [-0.9945492878373147, 0.343727912370835] Predicted: 1.0696556078771637 Movie Vector: [-1.4935584737630054, 0.1740906002520777] User Vector: [0.21502013794952202, 0.015393584903229748] Predicted: -0.3184652706283644 Movie Vector: [0.2605042721276381, -0.4032319063867539] User Vector: [-0.7412900704864398, -0.3051443857724672] Predicted: -0.07006527784926854 Movie Vector: [0.7661688617175685, 1.0986964694664714] User Vector: [1.1783428684128276, 0.17595781711203212] Predicted: 1.0961338466408874 Movie Vector: [0.09571328869129858, 0.8423418519336198] User Vector: [1.6079782894889543, -0.2093345571383624] Predicted: -0.02242636830243555 Movie Vector: [-0.6482210003933501, -0.2772420407005029] User Vector: [-0.42195674519250287, -0.7057535958030247] Predicted: 0.4691857906235546 Movie Vector: [1.6799590637814144, -0.8912052762495246] User Vector: [0.009719059178161975, 0.7811719372205733] Predicted: -0.6798569305512562 Movie Vector: [-0.45424001300425554, -0.20168337908678427] User Vector: [-1.416336242663635, -0.1751099752032311] Predicted: 0.6786733647967186 Movie Vector: [-0.8406806382374734, 0.09519094964584796] User Vector: [0.1636478425291259, -0.13584198304829645] Predicted: -0.15050650007171362 Movie Vector: [0.22412751259595184, 0.9594612921947613] User Vector: [-0.690582821298805, 0.04043227600607341] Predicted: -0.11598540619603344 Movie Vector: [-0.007723670633513605, -1.7748851075623278] User Vector: [0.27923152557459446, -0.7844536241806646] Predicted: 1.390158362797525 Movie Vector: [0.09353298219291542, 0.1641119741979191] User Vector: [-1.1538254820782032, 0.433267180894382] Predicted: -0.036816405857208676 Movie Vector: [-1.366486708581334, 0.47518149958991707] User Vector: [-0.5255575245256312, -1.231386731621716] Predicted: 0.13303517815204968 Movie Vector: [-0.20947841618568083, -0.3724451870869343] User Vector: [-0.7856774654140715, -0.04539908214601705] Predicted: 0.18149114073116815 Movie Vector: [-1.1013224019185763, -0.37008219510874857] User Vector: [1.4366192754313132, 0.6408527145875057] Predicted: -1.819349170416483 Movie Vector: [0.06423905926656524, 0.8360292688887896] User Vector: [0.2929204293205945, -0.45366395287445915] Predicted: -0.360459410023319 Movie Vector: [1.055081748603966, 0.17578450056213807] User Vector: [-0.6594930165705059, 1.1684716901424719] Predicted: -0.4904198326426219 Movie Vector: [-0.3644059152874448, 1.0353303423294271] User Vector: [0.9216475669925511, -0.29964038126030834] Predicted: -0.6460806037283223 Movie Vector: [1.329777758244543, 1.4191365804955738] User Vector: [0.6062239900294275, 0.6457805637160927] Predicted: 1.722593999397954 Movie Vector: [1.0215042235227858, 0.06383702876536619] User Vector: [-0.015921894141680472, -0.7569430041185864] Predicted: -0.0645852744398702 Movie Vector: [1.624442497817614, 0.7226412517822398] User Vector: [-0.45015966473273217, -0.32872054031776055] Predicted: -0.9688055129369397 Movie Vector: [1.0581245811840645, -0.4226179003648699] User Vector: [0.32550104141873004, -0.16340114034732464] Predicted: 0.41347689997698234 Movie Vector: [1.7357223790555556, -0.721423356839037] User Vector: [-0.9307705448701462, -0.40772408604889615] Predicted: -1.321417585675323 Movie Vector: [0.2131357917620707, -0.43817451949515757] User Vector: [-0.1877875457118039, 1.043458441109397]
avg loss: 14.697124784500355: 20%|█████████▏ | 14282/70000 [00:23<01:35, 583.11it/s]
Predicted: -0.4972411482846176 Movie Vector: [-0.2533548022255877, 0.12154195513341702] User Vector: [0.06409861503991571, 0.3110535288517089] Predicted: 0.021566362111413516 Movie Vector: [0.3719295198786498, -0.5298000468257433] User Vector: [-0.4577783703143041, 0.5947284810228497] Predicted: -0.4853484665763388 Movie Vector: [-0.7699299087898315, -0.06446826049539658] User Vector: [-0.335495167430087, 0.46535242257480847] Predicted: 0.22830730245815953 Movie Vector: [0.6559582541734406, -0.3566083104748673] User Vector: [-0.0006889913616499738, 0.8266822071079918] Predicted: -0.29525369474714375 Movie Vector: [0.5354785202258113, -0.5143848983571697] User Vector: [-1.2358668848502556, -0.8052443813349827] Predicted: -0.24757462145002096 Movie Vector: [0.44386548361474365, 0.048769572076211125] User Vector: [-1.1970839362849834, -0.5566238194205311] Predicted: -0.5584905457871406 Movie Vector: [-0.8381892898914155, 0.016654267654361884] User Vector: [-0.0869404169954976, -0.16714066770985453] Predicted: 0.070088920968351 Movie Vector: [-1.3708877233876058, -0.10022487868235841] User Vector: [0.9533751846813318, -0.7648251189439873] Predicted: -1.2303158317026477 Movie Vector: [1.8672155791463299, 0.8818342940147534] User Vector: [0.4358151293436583, -0.36756165657258194] Predicted: 0.48963232520757555 Movie Vector: [0.2795312218692012, -0.4097596452084132] User Vector: [0.5008534893793236, -0.45278241473237624] Predicted: 0.3255361494810024 Movie Vector: [-0.7251138884277268, -0.20226163802402067] User Vector: [-0.35529203873952325, 0.5187597815002097] Predicted: 0.1527019885906148 Movie Vector: [0.21675740541064384, 0.6787355200859271] User Vector: [1.5914938475024933, -1.2224687025329675] Predicted: -0.48476485349083887 Movie Vector: [0.608993788185577, 1.3232256844841408] User Vector: [-0.17072799335989577, -1.069102929036683] Predicted: -1.5186367424841296 Movie Vector: [-0.7621723650240927, 0.4041257144257317] User Vector: [0.8620271384853565, 0.002916797438175911] Predicted: -0.6558345100057973 Movie Vector: [0.6558250815023107, -0.19682186927406264] User Vector: [-0.14613638935533163, 0.18066240801864614] Predicted: -0.13139822231319712 Movie Vector: [0.09104431392251991, -0.560711221326167] User Vector: [0.3903764981147262, 0.12049824822281821] Predicted: -0.0320231594863489 Movie Vector: [1.266844271464812, 0.1372255599790257] User Vector: [0.2974310655908535, 0.6624509124923087] Predicted: 0.46770403902482116 Movie Vector: [-1.0392420117754264, 0.02485471706103351] User Vector: [-0.42728500878675746, 1.29445818364875] Predicted: 0.4762259240349596 Movie Vector: [-2.579006089482247, -0.4333919609233407] User Vector: [-0.039553864073416344, -0.9854556820661066] Predicted: 0.5290982267615719 Movie Vector: [0.10710010407744788, -0.44244453242799253] User Vector: [-0.5191274198628733, -0.605769985058348] Predicted: 0.21242101710128208 Movie Vector: [0.4685635588769137, 1.6772642533457096] User Vector: [-0.2642625826827278, 0.2833647119974441] Predicted: 0.35145368587309156 Movie Vector: [-0.5765473360195434, -0.21997261627040499] User Vector: [-1.8688821675086151, -0.5935847539464099] Predicted: 1.2080714263153385 Movie Vector: [-0.40770390432209047, -0.34924478977395756] User Vector: [1.089762155641236, 0.10593680472903368] Predicted: -0.4812981627343057 Movie Vector: [-0.055961863834274296, 0.28008075906632385] User Vector: [0.15536274432900563, 0.3029959395379277] Predicted: 0.07616894399673776 Movie Vector: [0.14997532356488863, 0.9760428721350753] User Vector: [-1.128257737123751, 1.8684651553844447] Predicted: 1.6544912775560194 Movie Vector: [0.977213219997452, -0.44638224240294594] User Vector: [0.4691274933434358, -1.0230123069858148] Predicted: 0.9150921159576111 Movie Vector: [-0.46800937255440744, 0.9485331892533757] User Vector: [-0.34860513662570436, -0.5613670151977319] Predicted: -0.36932477400571345 Movie Vector: [0.9306399004853412, -1.380175041861408] User Vector: [-1.310213013926044, -0.6335408185121826] Predicted: -0.3449392831837702 Movie Vector: [0.9936956251959779, -0.1443158292141251] User Vector: [0.5124997122352947, -0.6243464150650373] Predicted: 0.5993717925693871 Movie Vector: [-0.38473672954369204, -0.042227847982142686] User Vector: [0.025538423050153636, -0.08182637086101098] Predicted: -0.006370217812370148 Movie Vector: [0.6220803011174159, -0.15510458510350605] User Vector: [0.4758541962330526, 0.6530705791719955] Predicted: 0.1947252804548645 Movie Vector: [-0.6195882321037572, 0.469440853544394] User Vector: [-1.6269485403006727, 0.3410000662749284] Predicted: 1.1681175319794797 Movie Vector: [1.4608433463594066, 1.0099276642537784] User Vector: [-0.890039542844195, 0.5992869376567549] Predicted: -0.6949718869952239 Movie Vector: [-0.013978359433689039, 0.5302795298833743] User Vector: [-0.5105121745826933, -0.6413606896853509] Predicted: -0.3329643223404335 Movie Vector: [-0.34858820342589175, -0.0004793124493231368] User Vector: [-1.074463990653912, -0.9177402013679734] Predicted: 0.37498535645162134 Movie Vector: [0.0025968770056165463, -0.12285756975643794] User Vector: [-0.6452359361654891, 0.06358527449263947] Predicted: -0.009487530662287332 Movie Vector: [-0.6235423013212639, -0.042691425802447835] User Vector: [0.6130466834150653, 0.9950083241408031] Predicted: -0.42473886383687315 Movie Vector: [0.7249777573880829, -0.013886325615681011] User Vector: [0.7681038484208489, -1.1275734595148408] Predicted: 0.5725160576837259 Movie Vector: [-0.02623245091354698, -0.6202839182085838] User Vector: [0.1791365727550227, 0.1456305446605014] Predicted: -0.09503147620448313 Movie Vector: [0.8836728414725658, 2.1094809749719117] User Vector: [0.6703735453503239, -0.3000102532624001] Predicted: -0.04047502588577934 Movie Vector: [0.8934805114224291, 1.030877112556079] User Vector: [0.025902568735142517, 0.5382150022886201] Predicted: 0.5779769678542859 Movie Vector: [0.37370929137447884, 0.22853309129699617] User Vector: [0.3800152385513871, 0.7070636409736164] Predicted: 0.3036026651259524 Movie Vector: [0.6835039121695401, -0.07248456115707537] User Vector: [-0.9863658096431265, 0.6845978634947952] Predicted: -0.7238076654258444 Movie Vector: [0.009096535332045672, -0.7340266089961378] User Vector: [0.27196537266900767, -1.1806387148235356] Predicted: 0.8690941749130546 Movie Vector: [-1.3234981223990985, 0.8025768767601167] User Vector: [0.8946546990858173, -0.222949707487114] Predicted: -1.3630080943451992 Movie Vector: [0.8493468965701068, -0.6049917021204354] User Vector: [1.3234709146074437, -1.3452003287456757] Predicted: 1.937920950603449 Movie Vector: [0.22750294737071775, -0.12303762066157077] User Vector: [-0.48110849824642354, -0.9211948473984755] Predicted: 0.003888020833446054 Movie Vector: [0.14338358841019694, 0.5165548164900696] User Vector: [-0.4735266041781716, 0.4696975220212619] Predicted: 0.1747285735787722 Movie Vector: [1.2990625457827887, 0.5741481450732083] User Vector: [-0.9485910769099837, 0.49623741860607407] Predicted: -0.947365345868926 Movie Vector: [-0.7963966901283223, 0.8881347280874332] User Vector: [0.883674047494813, 0.8849321765956584] Predicted: 0.0821839114594386 Movie Vector: [-0.4314486525146509, -0.47355596858696014] User Vector: [0.33715641263066704, 0.43525159619605824] Predicted: -0.3515816711318197 Movie Vector: [0.5060412564698965, 1.108950159596646] User Vector: [-1.5242242672719257, 0.9936314619171074] Predicted: 0.3305674049210322 Movie Vector: [0.12003007306492497, 0.797124155529725] User Vector: [-0.0027188019872294855, 0.45992990624470187] Predicted: 0.3662949001169974 Movie Vector: [-0.003534505989182011, -0.8738926848105767] User Vector: [-0.9901887837059443, 0.2045717559969905] Predicted: -0.1752739328981947 Movie Vector: [1.1312410042633132, 1.480048699629363] User Vector: [-0.1570990588805422, -0.7568534428949371] Predicted: -1.2978968511035038 Movie Vector: [1.5520968206015557, 0.5584244940789813] User Vector: [-0.8710356768936981, -0.5552391030280216] Predicted: -1.6619908199385232 Movie Vector: [-0.20897475854337721, -1.33626458942436] User Vector: [0.1443282241086185, 0.3500802829877798] Predicted: -0.4979608413963224 Movie Vector: [-1.1720577452293328, -0.11459683624668313] User Vector: [-0.7170233323056129, -0.34270662234741556] Predicted: 0.8796658448207398 Movie Vector: [-0.37983913842883216, -0.38228920166548086] User Vector: [0.6431600042187622, 0.880329306057391] Predicted: -0.5808377294897454 Movie Vector: [-1.2727386029527472, -0.16271799929793737] User Vector: [-1.2494652600856713, 0.3107626550805368] Predicted: 1.5396759920682084 Movie Vector: [0.685362311466635, -0.6947885370185036] User Vector: [-0.9981712901126496, -0.2896357407771408] Predicted: -0.48287339002841845 Movie Vector: [1.0185105584287928, -0.6503317810931952] User Vector: [-0.3590862557558527, 0.383540516547455] Predicted: -0.6151617301217084 Movie Vector: [0.05288401761021462, -0.5365857524566764] User Vector: [-1.1822619782991384, 0.4426890601042472] Predicted: -0.3000634057006351 Movie Vector: [0.2043755230395609, -0.1738172627175913] User Vector: [-0.504863293837667, -0.12176187821776402] Predicted: -0.08201738336638428 Movie Vector: [-0.4263659151044834, 0.5139016348308201] User Vector: [-0.5126086963801734, -0.5618275657567574] Predicted: -0.07016522861276878 Movie Vector: [-1.480801127466258, 0.1750039160709197] User Vector: [0.08412499853421022, -0.1185976849538461] Predicted: -0.14532745198142405 Movie Vector: [-1.1412408069878486, -1.4130511079797927] User Vector: [0.3396000993648691, 0.28354672945334886] Predicted: -0.7882315116704179 Movie Vector: [0.9179019927978516, 1.0200977325439453] User Vector: [0.1508405588722817, 0.3332261457007738] Predicted: 0.47838008523732667 Movie Vector: [1.1180541065067202, -0.19197639892597398] User Vector: [0.9490407013611485, 0.4208603887065542] Predicted: 0.98028359152438 Movie Vector: [0.01357697880791972, 0.45632426850158714] User Vector: [0.9671700682793432, 0.6676998949137214] Predicted: 0.3178189136457734 Movie Vector: [1.787463230004519, 0.6625124643892862] User Vector: [1.5784129982097173, 1.2824930371765193] Predicted: 3.6710228186829745 Movie Vector: [-0.12693559418182784, -0.0338357858285859] User Vector: [-0.8680649909969806, -0.6724129261140069] Predicted: 0.13293996517701107 Movie Vector: [-0.5588468921467936, 0.6615528516118223] User Vector: [0.2404677110171344, 1.162945467266123] Predicted: 0.634965257175368 Movie Vector: [-0.175625775031613, -1.0992634085616915] User Vector: [1.4026901956383282, 0.11464722871701412] Predicted: -0.37237605615984304 Movie Vector: [0.5528116328314959, -0.7354182742770149] User Vector: [-0.10619846788285013, -0.0814494816744064] Predicted: 0.0011916888192277375 Movie Vector: [0.31088829040527344, 0.4680919647216797] User Vector: [0.10439769928576906, 0.01627023151365125] Predicted: 0.04007198688889818 Movie Vector: [-0.4296915221309741, 1.0536045264559686] User Vector: [0.25312642295738585, 0.18511491711462869] Predicted: 0.08627163661436635 Movie Vector: [-0.878891333978215, 0.6163001657032448] User Vector: [0.7597950362023049, -0.2406420105976359] Predicted: -0.8160849839243549 Movie Vector: [-0.06729199466830245, -0.8848028022339537] User Vector: [1.045549479490768, 1.4503804987848365] Predicted: -1.3536578396296421 Movie Vector: [-0.8101156737011802, 0.06981936313274158] User Vector: [-0.6245910450812282, 1.12601331909904] Predicted: 0.5846085280921829 Movie Vector: [1.0602659672691344, -0.7144862114384487] User Vector: [0.3996104478069704, -0.09973988593496735] Predicted: 0.4949561312058873 Movie Vector: [-0.38439440776668365, 0.05654250955240944] User Vector: [0.09969434372076237, -0.5935166708310131] Predicted: -0.07188087024220746 Movie Vector: [-0.002197702117452384, -0.1937039939766989] User Vector: [-0.23928765270768357, -0.04689627496796485] Predicted: 0.009609878744960165 Movie Vector: [1.1632060184884092, 0.5651960588796321] User Vector: [-0.57437240122344, 1.3741762322173303] Predicted: 0.1085655566985525 Movie Vector: [0.12141906880471005, -1.9353495655262527] User Vector: [-0.4406249591943023, -0.3748667848730178] Predicted: 0.6719979969967327 Movie Vector: [1.523788485745451, 0.6491405722996474] User Vector: [0.34004133844070217, 0.7546843155343357] Predicted: 1.0080472846849402 Movie Vector: [-1.3548466881898402, -0.14229636182871433] User Vector: [0.29684777801756235, 0.290985048404222] Predicted: -0.4435893426780803 Movie Vector: [-0.4774019228611054, -1.1218582189336805] User Vector: [1.1225802937532505, 0.3947779085874391] Predicted: -0.9788068322060541 Movie Vector: [1.3693626057732746, 0.44194111202554215] User Vector: [-0.0935763455271782, 0.15960722255318768] Predicted: -0.05760295492737309 Movie Vector: [-0.01277614820493303, -0.6036423334078651] User Vector: [-0.49290958045023714, 0.5568672785994395] Predicted: -0.32985117760078975 Movie Vector: [0.9546946694050188, 0.8816378639908693] User Vector: [-0.22371410784232088, 1.2678104389400755] Predicted: 0.9041710211046914 Movie Vector: [0.06771099437264426, 0.1718541204373249] User Vector: [-0.029188941909417787, 0.30988081812461354] Predicted: 0.051277883157832084 Movie Vector: [-0.590167666454791, 0.24861447187696348] User Vector: [-0.40581617078778126, -0.13915155970425794] Predicted: 0.20490449099671396 Movie Vector: [-0.2674885280722826, 0.7491820791211303] User Vector: [0.7781014449882545, 1.3772295204094667] Predicted: 0.823662465316537 Movie Vector: [-0.20836700187857382, 0.05697271898813924] User Vector: [-0.6211022840411602, -0.06776491545202085] Predicted: 0.12555646930028794 Movie Vector: [0.04597837427711305, -0.16671438405338615] User Vector: [-0.10607295886076218, -0.620906552740704] Predicted: 0.09863699129169687 Movie Vector: [2.0001087352204783, 0.4993935011738293] User Vector: [0.4486599066557944, -0.21259113362728793] Predicted: 0.7912019679048141 Movie Vector: [0.8684145533215389, -0.5736923856511243] User Vector: [0.793601241393296, 0.34554459189354353] Predicted: 0.4909385662877268 Movie Vector: [-0.6778876025973883, 0.23037218990035177] User Vector: [-1.4297622175101292, 0.4562353397362012] Predicted: 1.074322016237227 Movie Vector: [0.49160761563914424, -0.83577958699315] User Vector: [0.8613015823257786, -0.8349039259843806] Predicted: 1.1212180756715833 Movie Vector: [0.5343114084686279, -0.3946524465173791] User Vector: [0.06335669696782863, 1.0420726822516235] Predicted: -0.37740432750673003 Movie Vector: [0.20500807416961273, -0.5648044474167357] User Vector: [-0.09049721036979924, 0.9139269420828098] Predicted: -0.5347426603179832 Movie Vector: [-2.250185012817383, -0.6401538848876953] User Vector: [0.44092012958908006, -0.5049575825212951] Predicted: -0.6689013092963401 Movie Vector: [-1.0463862276912186, 0.6513096935548605] User Vector: [0.4809792815317064, -0.5854547471987596] Predicted: -0.8846024479878573 Movie Vector: [0.17612884498529824, 1.4524463820710432] User Vector: [0.17091770197021777, -0.7452668069998198] Predicted: -1.052356540068971 Movie Vector: [1.1323398654968346, 0.5794292524015011] User Vector: [-0.04689601653409818, -0.8000400001937891] Predicted: -0.5166688082581421 Movie Vector: [-0.7537052649344343, 0.4975510954795235] User Vector: [-1.1191770473533948, 1.9275624942916105] Predicted: 1.802590463624062 Movie Vector: [-0.00020905876976097526, -0.3483966906546102] User Vector: [1.4022848344563676, -1.4013396608757347] Predicted: 0.4879289403898138 Movie Vector: [-0.10881627893627571, -0.49514047351736423] User Vector: [0.7052419193705454, 0.6357243412141907] Predicted: -0.3915146527510886 Movie Vector: [-0.7323982938788707, 0.29351517803098504] User Vector: [0.5189336832607694, -0.113678002027258] Predicted: -0.4134323632597031 Movie Vector: [-0.3193801892581262, 0.1668596821855248] User Vector: [-0.6217396851818234, -0.3734385307237748] Predicted: 0.1362595037702602 Movie Vector: [1.3465728751595818, 0.14454965400691214] User Vector: [0.6943626286542695, -0.10149144350757873] Predicted: 0.9203393282266621 Movie Vector: [-0.5822577929748419, -0.8163652313555407] User Vector: [-0.6140930374813505, -0.10955272796970339] Predicted: 0.44699549479972556 Movie Vector: [0.45092605911589845, -0.7330538142048306] User Vector: [-0.43692254892325877, -1.8020743018907333] Predicted: 1.1239976773566709 Movie Vector: [-0.9557191622191303, -0.9741854855562776] User Vector: [-0.6574310622509483, -0.05783172423907225] Predicted: 0.6846582903897066 Movie Vector: [0.04322307156533528, -0.5618666042364592] User Vector: [-0.9464783742996311, -0.4050788019292757] Predicted: 0.18669054838078025 Movie Vector: [-0.7686344250930323, -0.06135259512666943] User Vector: [-0.030171348158469613, -0.16273038131967538] Predicted: 0.033174668045981584 Movie Vector: [1.1557620487023865, -0.743631239208555] User Vector: [-0.270811469033882, -0.5132311878771982] Predicted: 0.06866112597889729 Movie Vector: [-0.7826072013242842, 0.5858050898387032] User Vector: [1.9678780494431438, 0.2874946436088902] Predicted: -1.3716597072947383 Movie Vector: [0.5302439289010675, 0.6107474531195249] User Vector: [0.638745271485212, -1.3044291817072673] Predicted: -0.45798599818320174 Movie Vector: [0.3909863146968702, 0.4468388777649709] User Vector: [-0.03337521893236629, -1.4085832888079977] Predicted: -0.6424590298620246 Movie Vector: [-0.3014953169845553, 0.2272017527763715] User Vector: [-0.11988912868912589, -0.16599170574546965] Predicted: -0.0015675956345802475 Movie Vector: [0.5397297924353247, 0.06564496370100968] User Vector: [-0.05792356568594868, -1.8193699739501414] Predicted: -0.15069554998345494 Movie Vector: [0.460490311871174, -0.8505695291424493] User Vector: [-0.8599890658561546, 0.5120639245545133] Predicted: -0.8315626043410673
avg loss: 14.71080079543813: 21%|█████████▍ | 14447/70000 [00:23<01:20, 693.16it/s]
Movie Vector: [-0.9839516971090175, 0.575313504691856] User Vector: [0.3664836795157582, -0.665612660149127] Predicted: -0.7435381906999512 Movie Vector: [0.99743779017503, 0.7073042858147014] User Vector: [0.5379611969933612, -2.5499972409932674] Predicted: -1.26704114984123 Movie Vector: [1.0294424071306103, -0.5035787049690483] User Vector: [0.17430255070651932, 0.03132684704435949] Predicted: 0.1636589043029625 Movie Vector: [0.9358709386203138, 0.013458086529981067] User Vector: [-0.8895656479425418, -0.431835021423419] Predicted: -0.8383303109893668 Movie Vector: [1.3564872367964904, 0.46390181021432914] User Vector: [-0.2202429497139703, 1.2344432242817178] Predicted: 0.27390369606969006 Movie Vector: [-1.1330992993499964, -0.07948546866161463] User Vector: [0.969809297081844, 0.22913795240061924] Predicted: -1.1171033725612758 Movie Vector: [0.7220637125471252, 0.37380958896177585] User Vector: [-1.2189581357581836, -0.3183422720264644] Predicted: -0.9991648308004472 Movie Vector: [-0.6308269500732422, -1.096506118774414] User Vector: [0.7853561759375218, 0.5320268493711832] Predicted: -1.0787945368756273 Movie Vector: [-0.45151317098530697, -0.5228102244564674] User Vector: [0.7223565939810127, 0.15938900165425562] Predicted: -0.40948371606126654 Movie Vector: [0.4620737274338603, -0.11945485748706555] User Vector: [0.4583033427852863, -0.8892603239581752] Predicted: 0.317996399163521 Movie Vector: [0.006778194765157584, -0.5934476433159137] User Vector: [1.1482151931628453, 0.5439390264083653] Predicted: -0.3150165071180262 Movie Vector: [-0.11434128727949522, -1.2474604509561544] User Vector: [-0.6882114629254403, 0.33460162663096776] Predicted: -0.33871131145633043 Movie Vector: [1.2470166265262363, -0.13478684296051657] User Vector: [0.1787885835720955, 0.4444778402483393] Predicted: 0.16304257149449614 Movie Vector: [-1.1340337685675803, 0.5752906585462219] User Vector: [0.677389910460777, -0.2978632026367804] Predicted: -0.9395409509510909 Movie Vector: [-0.673105776113856, 0.2288463150355976] User Vector: [0.4626925163203687, 0.6927632983138314] Predicted: -0.15290467728886803 Movie Vector: [-0.3386612275468937, 0.4766973461105416] User Vector: [-0.5211514150059716, -0.6585913541847233] Predicted: -0.13745497276748234 Movie Vector: [0.10847060936836567, 1.2248997465772065] User Vector: [1.1011439883067309, -0.587120261669204] Predicted: -0.5997217003150074 Movie Vector: [-0.5941313902918604, 1.3746188141838982] User Vector: [-0.4673213941374732, -0.15369050717517063] Predicted: 0.06638444688757247 Movie Vector: [0.3229446291129249, 1.2283096091338332] User Vector: [0.6924072228933293, -0.7839043490399079] Predicted: -0.7392680507751248 Movie Vector: [0.4379120126884966, 0.481507992173907] User Vector: [0.8407117462204104, -0.7296584503644196] Predicted: 0.016821397470544508 Movie Vector: [-0.4644057425187566, -0.8370800508829014] User Vector: [0.48413916121494815, -0.11455253136703328] Predicted: -0.12894736786095462 Movie Vector: [0.5363730154746424, 0.6000069985438179] User Vector: [-0.6091470789809961, -0.4451398350668258] Predicted: -0.5938170719913434 Movie Vector: [-0.3661269506686271, -0.05221030346328952] User Vector: [-0.09514200182658591, 0.13707963281556645] Predicted: 0.027677081781339825 Movie Vector: [0.4166771626145881, -0.47642845798204475] User Vector: [-1.006798415434349, 0.9267590880464889] Predicted: -0.8610443103068826 Movie Vector: [-0.2487090759285785, -1.1821321571528585] User Vector: [-0.7475114648940613, -0.4619380895175207] Predicted: 0.731984755912237 Movie Vector: [-0.8780041084685437, 0.19220869670203128] User Vector: [0.7425039631036241, 0.7912183211003447] Predicted: -0.49984248785369145 Movie Vector: [-1.3313710331761066, 0.5917574211624108] User Vector: [-0.19745232090053141, -0.16494486916073922] Predicted: 0.16527495007183035 Movie Vector: [-0.9246351013872078, 1.2445678568116576] User Vector: [1.1329455333673377, -1.2067346331101056] Predicted: -2.5494243441815385 Movie Vector: [0.1707047597775937, -0.17259710332658224] User Vector: [0.6808151915606226, -0.528399311634716] Predicted: 0.20741858431620452 Movie Vector: [0.28659453882296937, -0.25438714189498385] User Vector: [0.5470021896589881, 1.4651996629424282] Predicted: -0.2159601142809459 Movie Vector: [0.03212934711928466, -0.24778077273277732] User Vector: [-1.3919798895258053, -1.1693389464002173] Predicted: 0.24501630267193938 Movie Vector: [-0.7296603318464303, -0.23573521208388215] User Vector: [0.18513175967981493, -0.9502724053376945] Predicted: 0.08892936580645489 Movie Vector: [0.1738352687796953, 0.5669609051001276] User Vector: [0.32759138161354945, -0.919731383351718] Predicted: -0.46450480168137936 Movie Vector: [-1.1590704075192473, 1.74414287552902] User Vector: [-1.0123340119440642, 0.22235329596674314] Predicted: 1.5611823127803917 Movie Vector: [-0.22402120023403138, 0.6125609565261909] User Vector: [0.15352552987984502, 0.49234991235234254] Predicted: 0.26720135978588866 Movie Vector: [1.5973250566206365, -0.870158064606673] User Vector: [1.0169024466586367, 1.7716470558869382] Predicted: 0.0827107848699824 Movie Vector: [-0.430424710811772, -0.14368509309367014] User Vector: [1.1643426198160567, -1.0807682306832538] Predicted: -0.34587155158174276 Movie Vector: [1.0086148200596834, -0.019573686543925863] User Vector: [0.6467480227727576, -0.2679438827927703] Predicted: 0.657564290186049 Movie Vector: [0.7312245724384021, 0.11940628678575695] User Vector: [0.2220632884918089, -0.7030777895084439] Predicted: 0.0784262250149472 Movie Vector: [0.554002907229864, 1.1937226883757446] User Vector: [0.308593128393481, -1.3697588394937206] Predicted: -1.464150714025737 Movie Vector: [1.3128531473488545, 1.109573341663611] User Vector: [0.41024213002936916, 0.30220962875133933] Predicted: 0.8739114192406983 Movie Vector: [0.002804415709552713, -0.468267005569194] User Vector: [0.06590037285375608, -1.2951261360747708] Predicted: 0.6066496496150299 Movie Vector: [0.06913761070254612, 1.9210552265175573] User Vector: [0.005302095226289799, 0.13521369546390827] Predicted: 0.26011955056335734 Movie Vector: [-0.6962762360847441, -0.3576179459864596] User Vector: [0.8809770672930266, -0.08145906870221985] Predicted: -0.5842721716605072 Movie Vector: [-0.15316080983406483, -0.9960942216924064] User Vector: [-0.37552358256762153, -1.0831035597368819] Predicted: 1.1363886933662304 Movie Vector: [-0.24725961582474812, -0.2008201451851358] User Vector: [-0.39452749624803773, 0.4784892379005782] Predicted: 0.0014604389298704668 Movie Vector: [-0.8813909766640111, -0.0014215261023684464] User Vector: [-1.1492831890854325, 0.037157876970043496] Predicted: 1.0129150115995174 Movie Vector: [0.743223632611905, -0.2072831648849607] User Vector: [-0.42790508660219523, -0.5776141798005656] Predicted: -0.1982994776061034 Movie Vector: [-0.9564707268380108, -0.5757147026949581] User Vector: [0.610371199734947, 0.6195311727962418] Predicted: -0.9404753900081204 Movie Vector: [-0.14378373591801524, 0.08218986777631693] User Vector: [0.016908123001361148, 0.5902730411581751] Predicted: 0.04608335011221786 Movie Vector: [-0.0008884246976168936, -0.3673906586346499] User Vector: [-0.1626217997725427, 0.12876361675744705] Predicted: -0.04716207274540928 Movie Vector: [0.2549082064738671, 0.33361305816972464] User Vector: [-0.13859677971874768, 0.7132814368759042] Predicted: 0.2026305449507062 Movie Vector: [-0.5570617999659181, -0.36733090515576255] User Vector: [0.30841621845873723, -0.2519964096083169] Predicted: -0.07924082455588062 Movie Vector: [0.23122456346961953, 0.45549974952580496] User Vector: [-1.4274950287068027, 0.4554648620824741] Predicted: -0.12260778427141017 Movie Vector: [-0.3745712344495771, -0.040043864899248195] User Vector: [-1.6913567904610844, -0.5812912763575585] Predicted: 0.6568107502352567 Movie Vector: [-0.8822412568911132, 1.5148850556760307] User Vector: [1.6473333230364704, 0.4521008785100343] Predicted: -0.7684645569214541 Movie Vector: [1.0871007484667519, -0.941731384460107] User Vector: [-0.03943719834807074, 0.7732548149393468] Predicted: -0.7710705352548943 Movie Vector: [-0.4818666545385636, -0.13740801320268747] User Vector: [0.48197318216597257, 0.6718258942200108] Predicted: -0.32456106621051345 Movie Vector: [-0.27476718582688037, 0.6570500978844359] User Vector: [0.1855386998759204, 0.34823299791645373] Predicted: 0.1778265789407117 Movie Vector: [0.2396492671088361, 0.3821843721247415] User Vector: [-0.6204010835710257, -1.635576157040479] Predicted: -0.7737703116320371 Movie Vector: [-0.05364367764276352, -0.7347211150453924] User Vector: [-0.9456282801064009, 1.736692907160995] Predicted: -1.2252579706128415 Movie Vector: [0.46446226985418004, 0.8531856067832252] User Vector: [-0.9582418725443135, 1.5639330758454129] Predicted: 0.8892579950922725 Movie Vector: [0.14289052396370833, -0.17995474588016905] User Vector: [-0.5080788074483565, -0.9643615228404472] Predicted: 0.10094178576821378 Movie Vector: [-0.3346049046012307, -1.3147547606829122] User Vector: [-0.21967664464033454, -0.4821921301631481] Predicted: 0.707469281418831 Movie Vector: [-0.14001447147554952, 0.21377722287211906] User Vector: [0.7398679216566595, 1.4843140025295756] Predicted: 0.2137203093185017 Movie Vector: [-0.17743110590226735, -0.5051896050291476] User Vector: [-0.5398396261689165, -0.519852664635662] Predicted: 0.35840850420165743 Movie Vector: [-0.04286917457210525, -0.5288975684996812] User Vector: [0.344873995026178, 0.6712476950702324] Predicted: -0.3698057372818179 Movie Vector: [0.4267222575944417, 0.9374614338583664] User Vector: [2.013183996653888, -1.2351419008150377] Predicted: -0.2988274773514653 Movie Vector: [-1.5847174735797187, 0.05707637764410062] User Vector: [1.625484533967393, -1.1160331866984605] Predicted: -2.6396328756390637 Movie Vector: [-1.7626426560607704, -0.9843582625981161] User Vector: [-1.1452525540103355, 0.44830914915935915] Predicted: 1.5773741884878123 Movie Vector: [0.23164586945062204, -0.4701178380391934] User Vector: [1.469246047979215, 0.10554317956415307] Predicted: 0.29072704682455364 Movie Vector: [-0.3069224961064267, 0.6552996425298653] User Vector: [-0.5715143177050486, -0.4908282338984396] Predicted: -0.1462289652666177 Movie Vector: [-0.08553701054924219, -0.5061829943539414] User Vector: [-0.6031061258294664, -0.07532867781337647] Predicted: 0.08971799074368587 Movie Vector: [-0.4356920506580507, 0.35407720280784516] User Vector: [0.22800602398461023, 1.3477227364175848] Predicted: 0.3778574845190297 Movie Vector: [-0.5231877456803607, 0.14447482701588787] User Vector: [-1.1276710606606597, -0.3714658273871405] Predicted: 0.536316218941961 Movie Vector: [-0.25802125357435657, 0.43750978090115045] User Vector: [0.8447745949844466, 0.010076499238145464] Predicted: -0.21356123301172464 Movie Vector: [0.4663265875052058, 0.48703480147735256] User Vector: [-0.4372463007417292, -0.009833665482155814] Predicted: -0.20868891264006195 Movie Vector: [0.03922823426195464, -1.3057292280918635] User Vector: [0.6717047558809377, 0.494905265513506] Predicted: -0.6198624787989824 Movie Vector: [0.3760468122109088, 0.9759890089388998] User Vector: [0.3764570798514348, 1.3712844629466487] Predicted: 1.4799240487769707 Movie Vector: [0.5315173140062596, -0.19230767593041043] User Vector: [0.39937377053054257, -1.6623532122588582] Predicted: 0.5319573566218996 Movie Vector: [-1.7550710898812574, 0.9401551814971221] User Vector: [-1.4158141764378438, 0.4784755024872847] Predicted: 2.9346957525929613 Movie Vector: [0.5182172668407031, 0.04223442357464799] User Vector: [0.6429136924995429, 0.7105825303649569] Predicted: 0.36318002011375616 Movie Vector: [0.3907231784126637, 0.4026732183589487] User Vector: [0.6785933585946741, -0.8707000363964723] Predicted: -0.08546543196118578 Movie Vector: [0.41044905418969724, 0.507986904724915] User Vector: [-0.03580745985261069, -0.5028131207081088] Predicted: -0.2701196188730269 Movie Vector: [1.6716507065820962, 1.7748166782370396] User Vector: [-1.001845642559143, -0.826098457312929] Predicted: -3.140909296175061 Movie Vector: [-0.8113476846138097, -0.2945486968655002] User Vector: [-0.3026053769595358, 1.0463537149302602] Predicted: -0.06268395124527482 Movie Vector: [-0.15197144863359682, 0.16503107847783682] User Vector: [0.9607918264577838, -1.092902591816173] Predicted: -0.32637581910075486 Movie Vector: [0.8760180771053709, 0.08935343768668577] User Vector: [0.03156038308890648, -0.7245334349898089] Predicted: -0.03709208702902957 Movie Vector: [0.0419044033505874, 0.9805913623594045] User Vector: [-0.035037526658118434, 0.2561279152603526] Predicted: 0.2496885947139345 Movie Vector: [-0.12301695765481191, -0.6903688734794433] User Vector: [0.06632860928013469, -1.3666308664087583] Predicted: 0.9353198679857332 Movie Vector: [-0.2574653771655814, -0.2591379949833406] User Vector: [-0.23604579787362104, 0.22023907080164606] Predicted: 0.0037013091533498743 Movie Vector: [0.7651512048338671, -0.17130982642859938] User Vector: [-0.49539892736600205, 0.4392516125324315] Predicted: -0.45430320364891513 Movie Vector: [-0.10001224537979025, -0.11320984348974564] User Vector: [0.12119178754326604, -0.12599982214356853] Predicted: 0.0021437573508166496 Movie Vector: [-0.5319013497186681, -0.4264697310232851] User Vector: [0.1564501191289287, -0.5428066889982206] Predicted: 0.14827459312638752 Movie Vector: [-0.13855733401632103, -0.3324883607841551] User Vector: [1.0202210048899054, -0.08675313263232527] Predicted: -0.11251469568318509 Movie Vector: [-0.864096657902185, 0.34876138576650145] User Vector: [0.020048775644328998, 0.5449644404345476] Predicted: 0.17273847341012344 Movie Vector: [-0.7944776755220652, 0.2812151496335021] User Vector: [-1.090563202625886, 1.569336029672031] Predicted: 1.3077491846415792 Movie Vector: [1.0587115707970387, -0.035262232214349126] User Vector: [0.3373186156567394, -0.285265256670134] Predicted: 0.36718221116441724 Movie Vector: [0.3165255168502046, -0.17421404616316932] User Vector: [1.3155799491931395, 0.026518692106701325] Predicted: 0.4117946947252606 Movie Vector: [-0.8482388557283728, -0.4658585724063674] User Vector: [0.17374061508553768, 0.31629840021359773] Predicted: -0.2947238617116246 Movie Vector: [-0.02852909158279218, 0.3335814785494052] User Vector: [-1.0816628301795228, 2.0703923494591954] Predicted: 0.721503399053869 Movie Vector: [0.493961654613349, -0.004443299558149927] User Vector: [0.44736119384985157, -0.6204187370220989] Predicted: 0.2237359818239541 Movie Vector: [-0.2759955044965933, -0.3263610345411524] User Vector: [0.2533963856438958, -0.43121805647062794] Predicted: 0.07079650772917888 Movie Vector: [0.8161671382745406, 0.6985266464840353] User Vector: [0.18580457581739274, 0.4540536902476584] Predicted: 0.4688161904955941 Movie Vector: [-0.47767286850092344, 0.26437920115251884] User Vector: [-1.9705167536541452, -0.8939878209235507] Predicted: 0.7049106042112537 Movie Vector: [-0.8530529930346621, -0.15033941401357506] User Vector: [-0.01961919795095557, -0.48647062971840555] Predicted: 0.0898719249396821 Movie Vector: [1.5140969988106636, -0.5862069418930754] User Vector: [0.17726369226010957, 0.6054753562875921] Predicted: -0.08653943255184066 Movie Vector: [-0.1138210678119666, -0.11138507332189898] User Vector: [-0.20096399697698847, -0.04491722673316136] Predicted: 0.027877045320771194 Movie Vector: [0.12187314703937377, -1.3560374197445633] User Vector: [-0.1696648939414621, -1.2819698049909034] Predicted: 1.7177214319835579 Movie Vector: [0.6155044951491049, -1.5325557162378853] User Vector: [0.4021799670613496, 1.4380454468982196] Predicted: -1.9563411922685514 Movie Vector: [-0.2657185285573827, -0.4979892159380485] User Vector: [1.190853523680556, 0.9396679511329615] Predicted: -0.7843763522665876 Movie Vector: [0.0832440145398105, 0.471671921712124] User Vector: [0.4280348100834106, 0.9146237445192402] Predicted: 0.4670336751750573 Movie Vector: [-0.37898326351812384, -0.06066223775710328] User Vector: [1.085648500103276, -0.3074288877583863] Predicted: -0.3927932873200947 Movie Vector: [0.44544128084671214, -1.3264517118746628] User Vector: [-0.1164418431562884, 2.7460024777817655] Predicted: -3.694307691225378 Movie Vector: [-0.3166561595623478, 0.04515790876547196] User Vector: [0.07916983809953518, -1.5227852795921377] Predicted: -0.09383541561099712 Movie Vector: [0.5129396822584738, 0.4163910560076187] User Vector: [0.3562881591104908, 0.6213940041717263] Predicted: 0.4414972407204594 Movie Vector: [0.3553980884991209, -0.5548914723729349] User Vector: [0.8604332894543811, -0.8399304972376405] Predicted: 0.7718666166562236 Movie Vector: [0.13093196436033805, 0.9969824542154654] User Vector: [1.3848866377773668, -0.31553645420544807] Predicted: -0.13325838060761883 Movie Vector: [0.39988412628267417, -0.25209514105307496] User Vector: [1.262820375570217, -0.3331497435613361] Predicted: 0.5889672541317454 Movie Vector: [0.6059442862105379, -1.5188808045050095] User Vector: [0.8201368354837593, 0.22294841857948142] Predicted: 0.1583251559970535 Movie Vector: [0.7367308156086259, -0.10694224766533211] User Vector: [-1.086373394608939, -0.9655036494633507] Predicted: -0.6971116266630634 Movie Vector: [-0.9345251656463803, 1.3306626962257084] User Vector: [-0.11714297977904148, 0.7112279500501717] Predicted: 1.0558775642271643 Movie Vector: [-0.341247753606833, 0.23530299977574926] User Vector: [-0.008139110263243085, 1.6009054350895668] Predicted: 0.37947530432756615 Movie Vector: [-1.8866550063273855, 0.9846240684376464] User Vector: [0.049419167760196114, -0.14102688185903306] Predicted: -0.23209538243842337 Movie Vector: [-0.9834639844558857, 0.5090818216219599] User Vector:
avg loss: 14.702403510750138: 21%|█████████▍ | 14591/70000 [00:24<01:19, 699.29it/s]
[-0.89749769831932, -0.9929204359783547] Predicted: 0.3771789181555735 Movie Vector: [-0.2764080664492663, -1.0511746921385532] User Vector: [0.023155258265252995, 0.6117819631618094] Predicted: -0.6494900169477666 Movie Vector: [1.5466947768877939, -0.4748634905422325] User Vector: [-0.507538087283748, -0.6076878595010584] Predicted: -0.49643773055058404 Movie Vector: [-0.30207128664464483, -0.23537354509297057] User Vector: [-1.2390134728739366, 0.6860086498625749] Predicted: 0.21280210603848318 Movie Vector: [-1.4054376031569844, 0.11935797823173253] User Vector: [1.0801669470543962, -1.1088678938140508] Predicted: -1.6504594750092525 Movie Vector: [-0.350440218069881, 0.09625494941795051] User Vector: [0.3978513521462932, -0.2700842076422174] Predicted: -0.1654200563507329 Movie Vector: [0.22459150518733514, 0.32454315440900267] User Vector: [0.9249869826251658, -0.9431751485335154] Predicted: -0.09835681915876926 Movie Vector: [-1.0229740736873851, -0.39001416190052246] User Vector: [0.47614838265499404, -0.26456118494701686] Predicted: -0.38390484186571927 Movie Vector: [0.35818197033605975, 0.8334799275934264] User Vector: [0.8834160498879213, -1.1797794557426509] Predicted: -0.666898793973242 Movie Vector: [-1.4465963171914815, -1.5285513543684917] User Vector: [-0.10006996091599493, -0.6426730053517479] Predicted: 1.1271195296690568 Movie Vector: [-0.5655310799751929, 0.07070997453864858] User Vector: [-0.47288768527123204, -0.3665534068563925] Predicted: 0.24151370129253857 Movie Vector: [0.786061943761229, 0.5053612519050716] User Vector: [-0.16737808103966254, -0.17368225760350697] Predicted: -0.21934182286126908 Movie Vector: [1.4312132954891137, 0.06647875470315821] User Vector: [0.20615870282876725, -0.3194258147077772] Predicted: 0.27382204608750604 Movie Vector: [1.7815876856133568, 0.443881310103544] User Vector: [0.036203967079499993, 0.19877158126360117] Predicted: 0.15273153182182891 Movie Vector: [-0.04753546910834076, 1.3326793874512455] User Vector: [-0.784700688674945, 0.37281067415064784] Predicted: 0.5341382162081728 Movie Vector: [-0.5520019722191756, 0.39293049893483883] User Vector: [-0.3947829848484971, 0.09079723502693246] Predicted: 0.25359798909597975 Movie Vector: [1.2270844257579074, -0.3085203902304263] User Vector: [0.8799220814101342, -1.1297152416277894] Predicted: 1.4282788691751231 Movie Vector: [0.9232491066757785, 0.17536619400870485] User Vector: [-2.1245421678853162, -1.4455256950886766] Predicted: -2.214977998084629 Movie Vector: [-0.2715633600527799, -0.9231733562764239] User Vector: [0.44076847851837075, 0.5174446400026522] Predicted: -0.5973876740302947 Movie Vector: [-0.1803760993919149, -0.8161231438290683] User Vector: [-0.36226114921463504, 0.45558110791492046] Predicted: -0.3064670330040866 Movie Vector: [0.1983051723416497, -0.06541182675126778] User Vector: [-0.16061226450546467, -0.13530344189924753] Predicted: -0.022999797492574994 Movie Vector: [1.3160486426033053, 1.1900294275893502] User Vector: [-0.5331621355017155, -0.08550570351358763] Predicted: -0.8034216081224117 Movie Vector: [-0.7267819685325358, -0.1867904456494004] User Vector: [-0.09749950157208265, 0.5880653136952277] Predicted: -0.03898410233258673 Movie Vector: [-0.0003353226093773254, 0.42910797064639106] User Vector: [-0.5909639568417605, -0.37523461700251604] Predicted: -0.16081800144216932 Movie Vector: [-0.5691185277790239, 1.1610094485803797] User Vector: [-1.3067054466592882, 0.5755657022890075] Predicted: 1.4119074986799056 Movie Vector: [-1.876785294302541, 0.1340199005660359] User Vector: [-0.9962733948329682, -0.15448146646109098] Predicted: 1.849087665752973 Movie Vector: [-0.24764813369942087, 0.14923489954330463] User Vector: [-0.5722258322504465, 0.41959106999162066] Predicted: 0.2043282905908882 Movie Vector: [-0.5305326730914955, -0.45036588285840384] User Vector: [0.1689965454858444, -0.11996425423289453] Predicted: -0.035630381750785985 Movie Vector: [0.1333076809562646, 0.4814919458152386] User Vector: [0.9844684600830078, 0.6834316253662109] Predicted: 0.4603040305174988 Movie Vector: [-0.5689844076015873, -0.08759088271920293] User Vector: [0.3203742712075711, -0.3239508714353289] Predicted: -0.15391282212715462 Movie Vector: [0.7691235400063489, 0.76155181044953] User Vector: [0.7809405789752606, -0.4500076257221092] Predicted: 0.25793566055129336 Movie Vector: [0.07698141240830958, 0.6489310128355312] User Vector: [0.23586875384738898, -0.1265301153513953] Predicted: -0.06395180609501765 Movie Vector: [-0.6812829730788985, -0.7206926624105816] User Vector: [-0.2816196256793191, -0.03624585626970139] Predicted: 0.2179847785165354 Movie Vector: [0.03055233108297664, -0.3695097993374949] User Vector: [0.482484841529888, 0.3275079660638852] Predicted: -0.10627636620075866 Movie Vector: [-0.45296690173623977, -0.45100436262438104] User Vector: [1.0219294340263816, -1.165419519935856] Predicted: 0.06270907825468375 Movie Vector: [0.19644303571079735, -0.27370269334323366] User Vector: [0.7374674304656282, -0.14048075385594105] Predicted: 0.1833203014717683 Movie Vector: [-0.23119143614355736, -0.40260649174481067] User Vector: [0.6888173984134811, -0.1613019055124938] Predicted: -0.09430748928974356 Movie Vector: [-0.5188647299961933, -0.4717005331900378] User Vector: [0.14774249255909924, 0.12886623794376822] Predicted: -0.13744464165891138 Movie Vector: [-0.6719084471255263, 0.07190156726522282] User Vector: [-0.9015196429371835, -1.4554727508232939] Predicted: 0.5010878914430619 Movie Vector: [-0.49362824467905897, 0.3474591622186631] User Vector: [-0.42719720422564383, -0.06282965387218162] Predicted: 0.18904586715678923 Movie Vector: [-0.5376387731954012, 0.31681080000082] User Vector: [1.149192236294095, -0.6089178621537403] Predicted: -0.8107620591305523 Movie Vector: [-0.44626330222639465, -0.40643863606018205] User Vector: [-0.7286351191577113, -1.0406205892705054] Predicted: 0.7481115273526899 Movie Vector: [0.43314852667202486, -0.31052754059742405] User Vector: [-0.962206736646889, -0.5553571928864505] Predicted: -0.24432472707237832 Movie Vector: [-0.5660451751564175, 0.8268990651884329] User Vector: [-0.4727381092764888, -1.6269921884930185] Predicted: -1.077767193865236 Movie Vector: [0.5875723478627308, -1.5863926724521253] User Vector: [-0.13051584916021702, -0.20374103327038157] Predicted: 0.24652577833359124 Movie Vector: [1.0124868355835597, -0.3872126104440846] User Vector: [0.7223125451343373, 1.511117943578425] Predicted: 0.1462080195034734 Movie Vector: [0.3127706650233544, -0.8797742809083603] User Vector: [-0.03541134998803377, 0.7105251904336888] Predicted: -0.6361774199662064 Movie Vector: [0.652412922923195, 0.0011275884524973578] User Vector: [-0.37646103574999656, 0.41262258883123326] Predicted: -0.245142776233943 Movie Vector: [0.2779652120363787, -0.4429366125460321] User Vector: [-0.7878363079142691, 0.4607192444356826] Predicted: -0.42306050784445615 Movie Vector: [0.5408373671166896, 0.02620409568969608] User Vector: [-0.3909829624642913, 0.06990409768683103] Predicted: -0.20962642234178322 Movie Vector: [0.6640716834609113, 0.8150684336392223] User Vector: [0.44537587751904706, 0.7125756934431619] Predicted: 0.8765594630610549 Movie Vector: [0.7260505326617075, 0.13597255456588567] User Vector: [0.4450152142427596, 1.010837026706134] Predicted: 0.4605496261145369 Movie Vector: [-0.8054899294965153, -0.5338243289320868] User Vector: [-1.0701040602974545, -0.9666161220462675] Predicted: 1.3779612467692162 Movie Vector: [0.0634426376376756, -0.21330966434555051] User Vector: [-0.11383056757621887, -0.4475376347640436] Predicted: 0.08824239120269071 Movie Vector: [0.6681400039344686, 0.635943914177204] User Vector: [-0.8097875547630189, 0.4038846188851115] Predicted: -0.28420349461568106 Movie Vector: [-0.12602535754787897, -0.21904092474210013] User Vector: [-0.6657005011131599, 0.9240596246806854] Predicted: -0.11851173103430712 Movie Vector: [-1.1617830001942964, 2.013856441930883] User Vector: [0.4461416971336765, -0.3082787895497463] Predicted: -1.1391490656531493 Movie Vector: [-0.22855428750222892, 0.3437008065450933] User Vector: [-0.4881713782553144, 0.32494134385697077] Predicted: 0.2232562634996118 Movie Vector: [0.5154798153130279, 0.24259854784521764] User Vector: [-0.36991293794685387, 0.06048977705850476] Predicted: -0.17600792086086958 Movie Vector: [0.24274365007515653, 0.5971656368881905] User Vector: [0.362515359261133, -0.8058273976083866] Predicted: -0.39321412959941116 Movie Vector: [-0.20005077403224425, -0.18941482853426175] User Vector: [0.9224616787982841, 0.8656892579594623] Predicted: -0.34851355521902405 Movie Vector: [0.18246852948030529, -0.3371786778525497] User Vector: [0.3766231624119271, 0.26343773352142896] Predicted: -0.020103712071701196 Movie Vector: [1.3909189596950677, -0.24911912584826615] User Vector: [-0.20209839632690538, 1.0647653416912466] Predicted: -0.5463559023307145 Movie Vector: [-1.0095899381929634, -0.741755156805743] User Vector: [0.3446450427564657, 0.27561945682247535] Predicted: -0.5523923208290803 Movie Vector: [0.08827429680788856, 0.6428730253216225] User Vector: [-0.6593789109594921, 0.6240608472409293] Predicted: 0.34298567515565054 Movie Vector: [-0.6545446965755524, -1.3230842258360627] User Vector: [0.2728376463747301, -1.2510250857830765] Predicted: 1.47662712266406 Movie Vector: [1.1117007440201152, -0.080260350424829] User Vector: [-0.21463180154241282, 1.3608285783560878] Predicted: -0.3478269120320595 Movie Vector: [-0.4755099703503294, -0.10888797848970172] User Vector: [0.6780947924800851, 0.2822100547026657] Predicted: -0.3531701170329594 Movie Vector: [0.5039548464920378, 0.6388039937396552] User Vector: [0.41784365481004265, 0.18726749656707337] Predicted: 0.3302015596221407 Movie Vector: [1.5695709280094672, 0.7507496627177364] User Vector: [0.3828549872666829, 0.524878119344455] Predicted: 0.9949701287229895 Movie Vector: [-0.6293357518348819, 0.2709382202397839] User Vector: [-1.1970029082706177, -0.8111476325674086] Predicted: 0.5335458293055014 Movie Vector: [1.595149017677823, 0.4128280206273669] User Vector: [0.18718426538073446, -0.6111246045893839] Predicted: 0.04629743617750587 Movie Vector: [0.5729579361655034, 0.6697295222472442] User Vector: [0.8833151211807768, 0.8286239752346297] Predicted: 1.0610563478720203 Movie Vector: [-0.2237238661117019, -1.3106912708371445] User Vector: [-0.1667352232879734, 0.2680362950838397] Predicted: -0.31401018346293447 Movie Vector: [-0.40374833722485587, -0.4087938542866754] User Vector: [0.2783244355000823, -0.9929012316541687] Predicted: 0.2935188933716899 Movie Vector: [0.8974692748285819, 1.1137573985895897] User Vector: [0.7029490616721166, 1.6264481781466111] Predicted: 2.442343876453654 Movie Vector: [-0.4916893817496242, 2.018470051205372] User Vector: [-0.5457542830593363, 0.02777663380491746] Predicted: 0.3244078894831791 Movie Vector: [0.37106922019483335, -0.37661852598044954] User Vector: [-0.16418486115857467, 0.5709264899836242] Predicted: -0.2759454414987337 Movie Vector: [1.0516895740750276, -0.4995802919038744] User Vector: [-0.8013132442521449, 0.40368408535448463] Predicted: -1.0444053977465588 Movie Vector: [-0.5203243976336088, -2.2301366928418953] User Vector: [-0.02020420110971816, 0.33268457018579345] Predicted: -0.7314193283415904 Movie Vector: [0.43202814232774656, -0.3409577030897516] User Vector: [-1.342112532306409, -0.3923251745995925] Predicted: -0.4460640937313628 Movie Vector: [1.0274692611490253, -0.31795497960014474] User Vector: [-0.5167300291375599, 0.3678879516381606] Predicted: -0.6478960274097334 Movie Vector: [-0.5996887860980918, -1.155820020129404] User Vector: [1.6902145160428454, -0.8859650981473622] Predicted: 0.010413506203525769 Movie Vector: [-0.5145374966789312, -0.3744223203666031] User Vector: [0.9942363055671946, -0.7527305449306941] Predicted: -0.22973274253008513 Movie Vector: [1.1209391417321584, 0.4738920925516954] User Vector: [-0.3827078627395062, 0.4877932787798633] Predicted: -0.1978308455797288 Movie Vector: [1.7298001174508735, -0.8351793341818603] User Vector: [-0.03467678628493345, 0.39184778248932384] Predicted: -0.3872470790685686 Movie Vector: [0.14569101867843695, 0.30835851933221453] User Vector: [-0.9468190954406698, -0.8409639345977669] Predicted: -0.3972614322033081 Movie Vector: [0.19686478730095117, 0.7325076405291047] User Vector: [0.32809442048703075, -0.17549705728858062] Predicted: -0.06396269705045116 Movie Vector: [0.04425699470521893, -0.2533965275398151] User Vector: [0.3450681613335325, 0.35497785566583123] Predicted: -0.07467847619017354 Movie Vector: [-0.7565342622662609, 0.7910326309680382] User Vector: [-0.601156985510648, -0.42753919558074904] Predicted: 0.1165984018173088 Movie Vector: [0.30538286646822743, -0.7315388429190968] User Vector: [-0.4388272534731142, 1.3316545087667164] Predicted: -1.108167323061201 Movie Vector: [0.5337016036112887, -0.7500748131687591] User Vector: [0.15105654893254666, 0.4490486345926518] Predicted: -0.2562009482944824 Movie Vector: [0.12305694340641976, -0.172333595774596] User Vector: [0.6123350170733194, 1.2532043734854585] Predicted: -0.1406171403814383 Movie Vector: [0.5699930401366726, 0.515896508537637] User Vector: [-1.1156412018891655, -0.9177968204668973] Predicted: -1.1093958955923535 Movie Vector: [0.5164674585970417, -0.5532232431505532] User Vector: [-1.5552416735542167, 0.5933523432664676] Predicted: -1.1314880223176118 Movie Vector: [-0.9504682368993107, -0.4303004062625599] User Vector: [0.6076201088839737, 0.2547016000732808] Predicted: -0.6871218155827744 Movie Vector: [0.10637491477632918, 0.030830451584553886] User Vector: [0.674980457650271, 1.2898700939098329] Predicted: 0.11156826613888633 Movie Vector: [-0.372954282585647, -0.8746257028583265] User Vector: [-0.22140204338431183, 0.5559874825765794] Predicted: -0.40370810247558 Movie Vector: [0.6232351581567839, -1.0922396237580865] User Vector: [-0.11207431884534079, 1.037508652466899] Predicted: -1.2030567160470949 Movie Vector: [0.6621513308551844, -0.41260544237457547] User Vector: [-0.42384463532152783, -0.7172504395373653] Predicted: 0.01529214554469338 Movie Vector: [0.26327782004678013, 0.26357322277996914] User Vector: [-0.2620304472693906, -1.1609300029697136] Predicted: -0.3749768672476545 Movie Vector: [-0.31053636615589353, -0.20962088683296098] User Vector: [0.3719134171057228, -0.42513028683434173] Predicted: -0.026376453326866486 Movie Vector: [0.14141887353391502, -0.2942542209290425] User Vector: [-0.1872928995398015, 0.5500002593965502] Predicted: -0.1883266487133226 Movie Vector: [-1.7211160606224352, 0.245785359066729] User Vector: [0.35757069247013834, -0.4348120342410298] Predicted: -0.7222910935807071 Movie Vector: [-0.9534230686009341, -0.03703316001414776] User Vector: [-0.6099075896957179, 0.3127613500412122] Predicted: 0.5699174246083738 Movie Vector: [-0.5090981019143925, -0.14814574825595445] User Vector: [0.41816817328247774, -0.06097877227418719] Predicted: -0.2038548774528293 Movie Vector: [-0.43249271655052945, -1.8203828297548386] User Vector: [-0.5932353902986063, -0.5480148071921473] Predicted: 1.2541667309681512 Movie Vector: [-0.5694128698025407, -0.4364807483873052] User Vector: [0.5892474297076087, -0.09376489061466162] Predicted: -0.294598500345639 Movie Vector: [0.8514837897785096, -1.223636161301207] User Vector: [-0.3972164168654268, 0.2974237742952014] Predicted: -0.7021618254531108 Movie Vector: [-0.3698507450461276, -0.5297209333765748] User Vector: [0.17238637703824836, 0.3571707938542364] Predicted: -0.2529580762787171 Movie Vector: [0.47194480895996094, 0.5770778656005859] User Vector: [0.5237351146182341, -0.28303804672196475] Predicted: 0.08383907672805538 Movie Vector: [0.12661730078549807, 0.9661854902371174] User Vector: [-0.27852628149134984, 0.4220238059612265] Predicted: 0.3724870318941252 Movie Vector: [0.03305286240427885, 0.5915903145841743] User Vector: [-0.006722019048070155, -0.21378533350619805] Predicted: -0.12669551467308912 Movie Vector: [-0.360131064395355, -0.5095825319919002] User Vector: [0.8976221840583906, 0.02872097678544347] Predicted: -0.33789734064143834 Movie Vector: [-0.3880721439036987, -0.006667168458970973] User Vector: [0.3298138079260694, -0.3566531269048523] Predicted: -0.12561368505241907 Movie Vector: [-0.04724791810010891, 0.39988435106502357] User Vector: [1.223309419650399, -1.1015481449881779] Predicted: -0.4982906883962118 Movie Vector: [-1.1307828229310946, -0.16259461113934962] User Vector: [-0.3480654825161585, 0.31569394982412763] Predicted: 0.34225633387379584 Movie Vector: [0.6639853971059967, 0.44696206386487386] User Vector: [0.08060166871867791, -0.42357204548380967] Predicted: -0.13580230463333243 Movie Vector: [1.74236118675914, -0.5840060205622016] User Vector: [-0.0588311504013181, -0.10170285321304222] Predicted: -0.04311003444687556 Movie Vector: [-0.5529138416512027, -0.10133726103768578] User Vector: [-0.5785095792078591, -0.8875153528000104] Predicted: 0.4098043288534865 Movie Vector: [0.13735034965449766, 1.2087909511239738] User Vector: [-0.028362957857981458, 0.20530173773596694] Predicted: 0.24427122064623458 Movie Vector: [-0.13393958669219838, 0.47160806916528] User Vector: [0.6849679047844361, -0.6830134226590897] Predicted: -0.41385895953847107 Movie Vector: [-1.022008513754217, 0.5774906051862588] User Vector: [0.3935821681552284, 1.9260790955591156] Predicted: 0.7100482558145484 Movie Vector: [-1.3774536248209137, -0.20445656239897364] User Vector: [0.761212936460417, 1.4962409876089322] Predicted: -1.3544518074349408 Movie Vector: [-0.4296977578134586, 0.18793076793197033] User Vector: [-0.21043767394135726, -0.31330503879466787] Predicted: 0.03154494011444321 Movie Vector: [0.8803314076438025, -0.009667926612112215] User Vector: [-0.7644176500595563, 0.4131855877778785] Predicted: -0.6769355138445158 Movie Vector: [0.8979840808410191, 0.3201139898089521] User Vector: [-0.005149678110654983, 0.4095968310871093] Predicted: 0.12649334684757438 Movie Vector: [2.134282246123502, -1.4032157960505365] User Vector: [-0.4285167038038986, -1.3610279007139412] Predicted: 0.9952402560512795 Movie Vector: [0.5060408348195242, -0.5400374416428282] User Vector: [-0.13815204179718907, 0.11980166831809747] Predicted: -0.13460796102611938
avg loss: 14.703126279263406: 21%|█████████▍ | 14662/70000 [00:24<01:31, 603.34it/s]
Movie Vector: [-0.4096618778895721, -0.8418860251827441] User Vector: [-1.295173267647801, -0.7688838610076252] Predicted: 1.1778956905878426 Movie Vector: [-0.05007924460565813, 1.1147827595487476] User Vector: [-0.3605876477621791, 0.38719734047026577] Predicted: 0.4496988767134399 Movie Vector: [-0.5925973107416393, 0.41513581352094525] User Vector: [-0.6688973353251443, -1.3311423418614636] Predicted: -0.15621809692490585 Movie Vector: [-1.1940391155646135, 0.15606319932176638] User Vector: [0.8067816280097379, 1.223969909273115] Predicted: -0.7723121616477919 Movie Vector: [0.9585237672283569, -1.4572350690817362] User Vector: [-0.6049544934378748, 0.27080374829929843] Predicted: -0.9744879789123153 Movie Vector: [2.0956239594406973, -1.525999823608942] User Vector: [1.1098757362020821, -0.6411896723452757] Predicted: 3.3043375116857323 Movie Vector: [-0.6464733445677606, -0.7620065174896222] User Vector: [-0.32631504645966386, -1.0336447854799808] Predicted: 0.998598042772471 Movie Vector: [-0.49460045409768627, -0.3161497014708454] User Vector: [-0.5910418310949049, -0.27557995072617647] Predicted: 0.37945407720369895 Movie Vector: [1.1062325171371683, 0.43076637554973424] User Vector: [1.4033476031353318, -0.1749652908559269] Predicted: 1.4770595872457974 Movie Vector: [2.1292103451771824, 1.750313779152055] User Vector: [-1.4127395419205107, 0.44070866725942814] Predicted: -2.2366411948021097 Movie Vector: [-0.8819634830137371, -0.7107769723265952] User Vector: [0.9138336448817759, 0.47529391249664155] Predicted: -1.1437958724246942 Movie Vector: [0.23544909297088776, 0.08215598412546189] User Vector: [0.6216258855160006, 0.11871022635955672] Predicted: 0.15611400638429299 Movie Vector: [-0.734729131257457, 0.12869965848097992] User Vector: [1.5289407456877995, -0.12605938547607337] Predicted: -1.139581105682418 Movie Vector: [-0.5074471759365464, -0.4667534039277091] User Vector: [0.993678472125452, -0.3221501386440508] Predicted: -0.35387466068110884 Movie Vector: [0.9277758253778096, -0.553417889722118] User Vector: [-0.3729872688612084, 0.019510384965276642] Predicted: -0.3568459672982721 Movie Vector: [-0.6953388228896911, 0.38191747653302854] User Vector: [0.6047850678476623, -1.0849794714356564] Predicted: -0.8349031589993005 Movie Vector: [1.3289155652187907, -0.4392594553723366] User Vector: [0.4778006947665782, 0.21368494042118188] Predicted: 0.5410936497969797 Movie Vector: [0.1205398191861848, 0.38243047993675894] User Vector: [1.2784612005512974, 0.31952885418447996] Predicted: 0.27630305501041946 Movie Vector: [0.5901138374124486, -0.13779106560098944] User Vector: [-0.26925300635477084, -0.6769912998258676] Predicted: -0.065606572209247 Movie Vector: [0.5479755485310306, 0.30650267341284587] User Vector: [0.543319096792494, 0.11625241644370411] Predicted: 0.33335725652294984 Movie Vector: [-0.4432682075780221, -0.33160403880273376] User Vector: [0.4872073973573248, 0.686240962744709] Predicted: -0.4435238245833564 Movie Vector: [-0.34168296908291496, -0.056831363701145436] User Vector: [-0.8718301398062795, 0.6724515280940166] Predicted: 0.25967317334048035 Movie Vector: [0.576431645563402, -0.37186612261940427] User Vector: [0.77994394653201, 0.6113639752527203] Predicted: 0.22223882156024602 Movie Vector: [0.45821724322904556, -0.3544684406777795] User Vector: [-0.21019790051300818, -1.1090392991077411] Predicted: 0.2968031284994947 Movie Vector: [-0.6688684536971579, -0.09131864760144688] User Vector: [0.7382369190163782, 0.7720812256614473] Predicted: -0.5642887998505097 Movie Vector: [-0.849651615741931, -0.3880401940883284] User Vector: [-1.3729873593941133, 0.7107816954414772] Predicted: 0.890749061248914 Movie Vector: [0.28135105727242415, -1.3836932491604872] User Vector: [0.8493307122627948, -1.0804916948569296] Predicted: 1.734029157816585 Movie Vector: [0.24681620799950588, 0.31791031109677803] User Vector: [0.4490375518798828, 0.8859157562255859] Predicted: 0.39247149947158744 Movie Vector: [-1.2940821028203515, -0.3926837425616213] User Vector: [-1.0703201535312483, -2.1297324642541833] Predicted: 2.2213934696910362 Movie Vector: [1.1556415022843118, 0.17936379411078693] User Vector: [0.49429532674935694, 1.2826406817629996] Predicted: 0.8012874931385997 Movie Vector: [-0.16169513598604573, 0.07133381350515916] User Vector: [-0.8502512341580588, -0.2847488563344129] Predicted: 0.11716926711592415 Movie Vector: [-0.5528881087403679, -0.5587178304993514] User Vector: [-1.0378364039960977, 0.434858666554796] Predicted: 0.3308441158359703 Movie Vector: [1.5946989319602574, 0.32621274747599577] User Vector: [-0.04379678277873513, -1.0809597009403915] Predicted: -0.4224655166751401 Movie Vector: [0.2447750890670325, 0.17527489423698966] User Vector: [-0.008171804514183367, -0.38258188369862905] Predicted: -0.0690572533800631 Movie Vector: [0.2116908485074638, 0.03501633694308795] User Vector: [0.8923595213410723, 1.2732443396259931] Predicted: 0.23348869705362915 Movie Vector: [0.48655347276729755, -0.5231385347963928] User Vector: [-0.3174368015544323, 0.011255773502500815] Predicted: -0.16033830703855087 Movie Vector: [0.3625012843247079, -0.5866345822496649] User Vector: [-1.0565209374768578, -0.23424916325154876] Predicted: -0.24557153672489948 Movie Vector: [0.5919510071273341, -0.8026319980992068] User Vector: [-0.11578835668234203, -0.15008880356288323] Predicted: 0.05192504194426498 Movie Vector: [0.40179776312965043, 1.0697895529873942] User Vector: [-0.9284460934363431, 0.03344541662635994] Predicted: -0.33726800622699427 Movie Vector: [-0.5200155650267794, 0.1458372948772942] User Vector: [-0.061137629651719635, -0.09133974168351582] Predicted: 0.01847177818582219 Movie Vector: [0.3383223363812007, -0.5548428796512617] User Vector: [0.4178825021916926, -1.778586166682854] Predicted: 1.1282148549045292 Movie Vector: [0.15602261203304968, 0.33291293694477586] User Vector: [-0.8310992776038053, -0.12615745165668643] Predicted: -0.17166972789902243 Movie Vector: [-0.18760195614492586, 0.25274710071758016] User Vector: [-0.5842052161058562, -0.5698372329520678] Predicted: -0.034426667178035705 Movie Vector: [0.5558357751159, -0.684276146628167] User Vector: [-0.1542451189612898, 0.9745003529225232] Predicted: -0.7525623016413058 Movie Vector: [1.1491519133109158, -0.011837908043187073] User Vector: [-1.7308528985035856, -0.5855136422763513] Predicted: -1.9820816633198408 Movie Vector: [0.6031850898359155, -0.94393737187351] User Vector: [-1.0942719450792788, -1.8405499660812608] Predicted: 1.0773153762870566 Movie Vector: [0.025070082150372895, -1.8670135954501763] User Vector: [0.6188690954724233, 0.24832399589418652] Predicted: -0.4481091773471394 Movie Vector: [-1.038964883483006, 0.3686860418065383] User Vector: [-0.09781752056020514, -1.1758854915997554] Predicted: -0.3319035986642192 Movie Vector: [0.43971157716140785, 0.30829925344260767] User Vector: [-0.7277821725272251, -0.14777381165132036] Predicted: -0.3655728027223726 Movie Vector: [0.571379657111995, -0.8292972812066093] User Vector: [0.1558434466574255, 1.2631221421111052] Predicted: -0.9584579831703366 Movie Vector: [-0.10428107565507466, -0.4323253737347536] User Vector: [1.1498363729307826, 0.40200074549331855] Predicted: -0.2937012963336001 Movie Vector: [0.2571574769494859, 1.200636493845518] User Vector: [0.9343521168716707, -0.6746669203672103] Predicted: -0.5697540928261107 Movie Vector: [0.6620719739507945, 0.3309155557152367] User Vector: [0.8802391454021941, -0.8478720301164353] Predicted: 0.302207624523805 Movie Vector: [-0.06791455436059313, -0.1325733888191662] User Vector: [-0.6809774064743326, 0.5264877101625014] Predicted: -0.023549982817548984 Movie Vector: [-0.3758672614731665, -1.3026918301131385] User Vector: [0.5351160479219379, -0.3908503915862801] Predicted: 0.30802500841320557 Movie Vector: [0.03508214499935039, -0.04774275208613471] User Vector: [0.9945791466347492, -0.14828447977640555] Predicted: 0.041971478991756836 Movie Vector: [-0.29848728316820944, -0.6019878638786126] User Vector: [-0.10750677795646404, -0.07833560948185805] Predicted: 0.07924649229200582 Movie Vector: [-0.8775254666200247, 0.40072210754377496] User Vector: [-0.46067303711201607, -0.9322467064805575] Predicted: 0.03068045687935389 Movie Vector: [0.32310349936907484, -0.2978303452006497] User Vector: [1.5079117471012753, 0.027072387399168785] Predicted: 0.47914858374365726 Movie Vector: [-0.9001095493528469, -0.7356999099588016] User Vector: [0.3845867865282502, 0.3264562785914238] Predicted: -0.5863440938741987 Movie Vector: [-0.5254671322624161, 0.13769264246093454] User Vector: [1.3547599300930517, -1.0330963587357616] Predicted: -0.8541315829211238 Movie Vector: [-0.317455124123093, -0.6158089215830623] User Vector: [-1.432919357787806, -0.5246220756066389] Predicted: 0.7779545472029028 Movie Vector: [-0.15191434566473216, -0.1308809354089071] User Vector: [-0.9371163034494262, -0.5267785045817002] Predicted: 0.21130667348323035 Movie Vector: [-0.10768800749585766, 1.1766427814249796] User Vector: [-0.11321903479599868, -1.184060367863604] Predicted: -1.3810237523503301 Movie Vector: [-0.857387967894774, -0.25782790336384276] User Vector: [0.13360716738029302, -0.8237637640765015] Predicted: 0.09783610642258525 Movie Vector: [-1.042722147432258, -0.06686564807655576] User Vector: [0.28202624625385275, -0.023797988987635466] Predicted: -0.2924837451694992 Movie Vector: [0.12324520192897521, -0.9254042131915134] User Vector: [-0.8500243872015318, 0.24224379669692456] Predicted: -0.3289348573280486 Movie Vector: [0.9623516877295916, -0.5114081283587639] User Vector: [-0.9774305498921874, 1.7006854294343843] Predicted: -1.8103762917212682 Movie Vector: [-0.0849767819043939, -0.11664485845639655] User Vector: [0.3451509092044573, -0.5009101180595639] Predicted: 0.02909877628486428 Movie Vector: [4.3856564153343935e-06, 0.30923001195364713] User Vector: [0.15114892621413448, 0.3021277083182403] Predicted: 0.09342761774203538 Movie Vector: [-0.6185576817929951, 0.408237831409863] User Vector: [0.39460469093756756, 0.0944582347441566] Predicted: -0.20552433794022482 Movie Vector: [-0.39408867446449636, 1.7919720992998205] User Vector: [-0.6275511950880007, -1.4008356879962145] Predicted: -2.2629476499618444 Movie Vector: [1.0021909289382882, -1.538313147278047] User Vector: [-0.2081061732285734, -0.5196889897075333] Predicted: 0.5908822862970078 Movie Vector: [0.38924423967720345, 0.9356678030047854] User Vector: [0.5621188485522622, 0.049049576665826544] Predicted: 0.2646956334501791 Movie Vector: [-0.15627045092443914, 0.9460366410009116] User Vector: [-0.9561802169375092, -0.5432029101831393] Predicted: -0.36446714286572435 Movie Vector: [1.2160301001338023, -0.7249500156941827] User Vector: [-1.1540048384755213, 0.31746533749094263] Predicted: -1.6334511206826985 Movie Vector: [0.26023521692735874, -0.7729223120634774] User Vector: [0.45569746132577743, 0.49767525602191653] Predicted: -0.2660757818398824 Movie Vector: [1.1200392403004464, -0.8113316931658556] User Vector: [-0.6156824997252316, -0.005017101749159661] Predicted: -0.6855180256015971 Movie Vector: [-0.47388948372220363, 0.2002032888589037] User Vector: [0.9824406440300691, -1.2047372195179444] Predicted: -0.7067606431453423 Movie Vector: [-1.330465737942282, -1.5390507537332205] User Vector: [0.5358480238450231, 0.40836693325650675] Predicted: -1.3414248728980325 Movie Vector: [-0.5123256131143883, -1.4241116446121884] User Vector: [-0.42789129454378566, 0.45139171615069174] Predicted: -0.42361252942822547 Movie Vector: [-0.21955981349946288, 0.18038546932558788] User Vector: [-0.25523060433968014, -0.21432905071321906] Predicted: 0.017376537485163622 Movie Vector: [-1.0750104129578888, 0.025316977304161332] User Vector: [0.019872818480118154, 1.0250094129861507] Predicted: 0.004586653244173126 Movie Vector: [-0.09684474248432826, -1.3740792511224962] User Vector: [0.5586886122503603, -0.05621272276261512] Predicted: 0.02313468121489782 Movie Vector: [0.5173864321370093, -0.22677983007922337] User Vector: [-0.19458033342377734, -0.7037715947091354] Predicted: 0.058927978188563976 Movie Vector: [-0.13710634588648457, 0.0525866951390742] User Vector: [0.1373836401894453, 1.4213695245963172] Predicted: 0.055908956978958924 Movie Vector: [-0.6029515731671555, 0.041703913072080726] User Vector: [0.1606150697054706, -0.22135958855602378] Predicted: -0.1060746699920778 Movie Vector: [0.9639615421258587, 1.269341937921472] User Vector: [0.7823656327808569, 0.7468260841253287] Predicted: 1.7021480507956572 Movie Vector: [0.2647070382054488, 0.11756737894871888] User Vector: [-0.545421926075188, -0.43808745910189545] Predicted: -0.19588181694058818 Movie Vector: [-0.2719960034687018, 0.03439408956640945] User Vector: [-0.6193529011754672, -0.21097711935024682] Predicted: 0.16120514791707743 Movie Vector: [-0.2901882817086943, -0.6137720718549924] User Vector: [-0.144962077678213, -1.1114262295578854] Predicted: 0.7242286758640886 Movie Vector: [0.33597082994947436, -0.3666156252132895] User Vector: [-0.9982095324601532, 0.11877846200751759] Predicted: -0.3789153251948735 Movie Vector: [0.455693783056515, -0.5220443022561168] User Vector: [0.12640591397060674, 0.0257225433701142] Predicted: 0.044174081932078196 Movie Vector: [-0.05629416634537829, -0.8367273495372972] User Vector: [1.4050920755321696, -0.43130371719466987] Predicted: 0.28178512910329934 Movie Vector: [0.16161349577480622, -0.030105603529393288] User Vector: [-0.2701363968005499, -0.03960125624488922] Predicted: -0.0424654677031725 Movie Vector: [0.7448247295781397, 0.029501044131570425] User Vector: [-0.827274343504468, 0.4942932145293938] Predicted: -0.601592223251881 Movie Vector: [1.4527170309198498, 0.8948732535284023] User Vector: [-0.7570078020041374, -0.15933247718131552] Predicted: -1.2423004987585957 Movie Vector: [0.6850516709173325, 0.09588533055581094] User Vector: [1.0625852586426998, 0.08265669978438253] Predicted: 0.7358513719067854 Movie Vector: [-0.37445141232679746, -0.8583642126620389] User Vector: [0.8435285605626474, -0.04782106124134579] Predicted: -0.2748125732595829 Movie Vector: [0.4328665668583224, 0.7789384738707157] User Vector: [1.6086776001853458, -0.25326349454358943] Predicted: 0.49906607004716774 Movie Vector: [0.8712346975721922, 1.1155114896075964] User Vector: [0.23417442857490875, 0.7554450929050871] Predicted: 1.0467285683619043 Movie Vector: [-0.6700070722339715, -0.2649755493585505] User Vector: [-0.44272103324086276, -1.1708540321526206] Predicted: 0.6068739136864238 Movie Vector: [0.402950796610486, -0.6013110731235087] User Vector: [0.6148736230959331, 0.6690234910774826] Predicted: -0.15452741712335527 Movie Vector: [0.9426452772249854, -0.25756421472107094] User Vector: [-0.09503765104901091, 0.7702897785363725] Predicted: -0.28798587483629473 Movie Vector: [0.4540209062839705, 0.37796242225446364] User Vector: [0.31373256177050735, 0.651158880562744] Predicted: 0.3885547297958372 Movie Vector: [-0.8318233489990234, 0.8036708831787109] User Vector: [-0.05334518200812031, 0.026531619601050944] Predicted: 0.06569645810789529 Movie Vector: [-0.5046541170382333, -0.45930553294977355] User Vector: [-0.8375210206164708, 1.1347346546730022] Predicted: -0.09853147416099545 Movie Vector: [0.5496426644089379, -0.1424883697171399] User Vector: [-0.24984719562716798, 0.11699591729413336] Predicted: -0.15399723581842015 Movie Vector: [0.4137301483650516, -0.5891897979648384] User Vector: [0.45349975363627226, -1.0018854408161604] Predicted: 0.7779272008138358 Movie Vector: [-0.1375789068096376, 0.3419646801678031] User Vector: [1.6915154311237683, 0.12840810747330797] Predicted: -0.18880580646257825 Movie Vector: [-1.0281484410400166, 0.8743109151225895] User Vector: [0.4499179611759261, 0.18330594938996408] Predicted: -0.30231605802037653 Movie Vector: [0.2003781436147255, 0.1769055817111037] User Vector: [1.1249948939887577, 0.29901368288132774] Predicted: 0.278321577943213 Movie Vector: [0.5742781879160795, 1.1058357345352257] User Vector: [-0.00855613597685867, -0.6589563143013709] Predicted: -0.7336110421164356 Movie Vector: [-0.38355309183768427, 0.2727680010442215] User Vector: [-0.05931624799713246, -0.7460009267424755] Predicted: -0.18073425124917075 Movie Vector: [0.40829563338381814, 1.131680022915342] User Vector: [-0.06239365303016756, 0.8425782785314191] Predicted: 0.9280539494733234 Movie Vector: [-0.44032300246913103, -2.211554490093221] User Vector: [0.1261992420598439, -0.761669897156707] Predicted: 1.6289060518526381 Movie Vector: [-0.7165391269177739, -0.7252303059841921] User Vector: [-0.345332762809501, 0.04966982881057205] Predicted: 0.2114223712131489 Movie Vector: [0.05024799037912711, -0.3485431697622697] User Vector: [-0.05033541744721738, -0.8194328471366106] Predicted: 0.2830784683766985 Movie Vector: [-0.3004948995690841, -0.13625554426253267] User Vector: [0.6517574525129249, 0.12922412772413192] Predicted: -0.2134572940911761 Movie Vector: [-0.36387704405207605, -0.5526034121442244] User Vector: [-0.5920774414754176, 1.2983993919927803] Predicted: -0.5020565450872058 Movie Vector: [-0.7457162619120596, 0.04850331327365901] User Vector: [0.9425198164650929, -1.042246561384455]
avg loss: 14.68947345185837: 21%|█████████▋ | 14799/70000 [00:24<01:27, 633.69it/s]
Predicted: -0.7534047657876136 Movie Vector: [-0.38175744525230604, -0.3658312457729303] User Vector: [0.6248462462655837, 0.16508053653210275] Predicted: -0.2989313249822454 Movie Vector: [-0.15393071167885997, -1.3479568395697816] User Vector: [-0.1017266878322115, 0.2192132007390171] Predicted: -0.27983107180539607 Movie Vector: [-0.42571451074810884, -0.7528896060123244] User Vector: [0.1889437677258512, -0.3341209077629034] Predicted: 0.17112005496977742 Movie Vector: [0.09769072015304375, -0.16584307581085625] User Vector: [-0.5991451122483828, -0.9584490204353253] Predicted: 0.10042121606517582 Movie Vector: [-0.9559330749141779, -0.0246554893989345] User Vector: [0.4293150291618101, 1.4469771111553718] Predicted: -0.4460723647581112 Movie Vector: [0.4309368133544922, 0.46713829040527344] User Vector: [0.9313797245098298, 0.06014564730836115] Predicted: 0.42946214536219723 Movie Vector: [1.3062403756767569, -0.8520848784655717] User Vector: [-0.5148745463568594, -1.1993894276258554] Predicted: 0.3494316738118848 Movie Vector: [-0.6736434139968659, -1.948658059995606] User Vector: [0.3289303060711739, 0.21447794966129974] Predicted: -0.6395259196476433 Movie Vector: [-0.7776112336519462, 0.07948267183547472] User Vector: [-0.5450512700783433, -0.028767317350476523] Predicted: 0.42155148728462577 Movie Vector: [0.105147233472346, 0.3603907635096521] User Vector: [-1.0969480590050538, -0.11901271247379093] Predicted: -0.15823213598302538 Movie Vector: [-0.5953148583986176, -0.33329874564537654] User Vector: [-0.16266366438169527, 0.11145132639530479] Predicted: 0.05968950903992066 Movie Vector: [-0.7648758762941139, 0.3715905093751562] User Vector: [-0.5716873159161502, 1.645164853392176] Predicted: 1.048597482605698 Movie Vector: [-0.4612348820901234, 0.48147733420956534] User Vector: [0.5088311304632854, 0.7904594142997603] Predicted: 0.1458976251348853 Movie Vector: [1.4428009327332887, 0.13048448968778134] User Vector: [0.6040886555389974, 1.2504622689885374] Predicted: 1.0347456067080583 Movie Vector: [1.7731215207703663, -1.1451003903380181] User Vector: [0.3881994023664563, 0.6450855737363351] Predicted: -0.050363027600743404 Movie Vector: [-1.156747973637819, -0.1390443270803606] User Vector: [1.386242254110058, -0.018504678779615757] Predicted: -1.6009599478041825 Movie Vector: [1.267997772858787, -0.9411702174657576] User Vector: [-0.4423926912303657, 0.5818607958498027] Predicted: -1.1085829989738663 Movie Vector: [-0.11929328021940984, -1.017979347691547] User Vector: [0.5535293013278315, -0.6213737437531696] Predicted: 0.5665133122855509 Movie Vector: [0.20207435396718504, 1.5571344305023007] User Vector: [-0.526519695411094, 0.5419963119419124] Predicted: 0.7375649912288214 Movie Vector: [-0.03045594636770295, -0.5462724243820043] User Vector: [0.807721251072523, -0.5287582593481384] Predicted: 0.26424614114339745 Movie Vector: [-0.6345735109084035, -1.9231826551660314] User Vector: [-0.0260798732255583, 0.46574306022469225] Predicted: -0.8791593784712879 Movie Vector: [-0.8068429696084894, -0.39049650148992066] User Vector: [-0.16129032504666568, -0.702200491611327] Predicted: 0.4043428001484959 Movie Vector: [1.3961505889892578, 1.3448810577392578] User Vector: [0.22796744267520255, -1.341724863866212] Predicted: -1.4861834747500942 Movie Vector: [0.18358256682212923, -0.27395935864038584] User Vector: [0.4895052306062485, 0.24260110406923663] Predicted: 0.023401783831295833 Movie Vector: [-0.5660465089102603, -0.009158623391779426] User Vector: [1.298659619591691, 0.38361133862599334] Predicted: -0.7386150957118952 Movie Vector: [0.5596541802601411, -1.629974171181715] User Vector: [-0.030042658285949278, -0.4728792044759291] Predicted: 0.7539673900888628 Movie Vector: [0.6852017026007745, 0.06512557170941072] User Vector: [0.02563348980047335, -0.3583750928514235] Predicted: -0.005775271953478177 Movie Vector: [-0.09183632361592839, -0.3391832132594811] User Vector: [-0.034750340965209084, -0.5589990054196501] Predicted: 0.19279442242573577 Movie Vector: [-0.10375335111874794, 1.3063787522786707] User Vector: [0.05489902920345181, -1.4307734567662918] Predicted: -1.8748280014968128 Movie Vector: [-0.5440928702702987, -0.3829164016463681] User Vector: [-1.1392853992086205, 1.067649638626618] Predicted: 0.21105650507051166 Movie Vector: [0.4625650901666632, -0.5364467476833379] User Vector: [-0.6663390597810923, -0.2050356859216143] Predicted: -0.19823446039753823 Movie Vector: [0.7797197417509302, 0.4413939318750406] User Vector: [-1.312709931559421, 0.9151550593608415] Predicted: -0.6196019589027749 Movie Vector: [0.012834819330948398, 0.25121594333564157] User Vector: [-0.6077469408279165, 0.2247337793213763] Predicted: 0.048656386187140556 Movie Vector: [0.9830466438000587, -0.11173755700245754] User Vector: [-0.010620344038753546, -0.2926871117132205] Predicted: 0.022263849265641997 Movie Vector: [-0.3493160254606816, -0.35643687227637777] User Vector: [0.81669138225798, 0.7144373981659561] Predicted: -0.5399352193178943 Movie Vector: [1.4439996736468586, -0.5978228684358462] User Vector: [0.737340677513795, -0.15523287860646512] Predicted: 1.1575214624605439 Movie Vector: [-0.7115601791552608, -0.6221485294509477] User Vector: [-0.14177596106982568, 1.0396261458042289] Predicted: -0.5459197495321031 Movie Vector: [1.4657815760960624, 0.01291807041279866] User Vector: [0.12819791323759527, -0.5727576782600315] Predicted: 0.1805112153003945 Movie Vector: [-0.14947683935353728, 0.33276547959637537] User Vector: [-1.5267812610964395, -0.9021361591209301] Predicted: -0.07198133435820478 Movie Vector: [0.1486447821809453, -1.225112223038206] User Vector: [-1.0578288308447876, -0.9099263799693437] Predicted: 0.9575211940197025 Movie Vector: [-1.6451311802854602, 0.15338645421621339] User Vector: [-0.04002493227458452, 0.3151992304684787] Predicted: 0.11419355640697185 Movie Vector: [-0.17104898235693183, 0.8035778398690073] User Vector: [-0.17945774287195287, 1.471810787597943] Predicted: 1.2134105976881768 Movie Vector: [0.5691237540075502, 1.1605752969722998] User Vector: [-0.3281491416560527, -0.7829569542478311] Predicted: -1.095437971066352 Movie Vector: [-0.5668895474732842, 0.33668432040964463] User Vector: [0.5223567654547533, 0.193576920709993] Predicted: -0.2309442763920179 Movie Vector: [0.5861509637206347, -0.5412169480761982] User Vector: [-0.08474576725490662, 0.2018820869864012] Predicted: -0.15893582013774177 Movie Vector: [0.38251199095213534, 0.08918457038883626] User Vector: [0.1378228160747478, 0.12366523523247278] Predicted: 0.06374791065162422 Movie Vector: [-0.4747152117254587, -0.8298596848806332] User Vector: [-0.826015966923237, 0.061973141694790485] Predicted: 0.3406933327886723 Movie Vector: [-0.2218561360972904, -0.013555709088844362] User Vector: [-1.366148505575833, -1.0732943314036276] Predicted: 0.3176376945053552 Movie Vector: [-0.4315466525448519, 0.2837063967055808] User Vector: [-0.4878439432920178, 0.15704063753790748] Predicted: 0.25508085410417775 Movie Vector: [-0.4482355553261034, -0.1914073455786252] User Vector: [-0.2219885505074216, -0.7714987344290076] Predicted: 0.24717368608705592 Movie Vector: [0.2234362156723206, -0.04106284090871323] User Vector: [-0.24869299357677566, 0.1717238844917027] Predicted: -0.06261849189812453 Movie Vector: [0.12411409456369096, 0.18696990930614804] User Vector: [-0.08988744998204941, 0.5893362245917486] Predicted: 0.0990318409955858 Movie Vector: [0.697682290640947, 0.09686784497909502] User Vector: [0.6657330175961481, 0.6601829864710604] Predicted: 0.5284206398631052 Movie Vector: [0.19206133504049144, -0.39270083525821037] User Vector: [0.15137595090966444, 0.4653951962052558] Predicted: -0.1536876150502286 Movie Vector: [-0.8615459169606351, 0.4180954505775094] User Vector: [0.08954758525598219, -0.9811532887381195] Predicted: -0.48736508279154506 Movie Vector: [-1.5847464418779997, 1.1442649218564205] User Vector: [-0.5277614336787416, 0.6526705560548931] Predicted: 1.5831960770049565 Movie Vector: [0.3287158049437828, -1.366621133442361] User Vector: [-0.09278463283280823, 0.4984584778628708] Predicted: -0.7117036652589604 Movie Vector: [-0.3921202576671906, 0.5543267444754817] User Vector: [-0.17724560388397265, 1.107730276802597] Predicted: 0.683546109962268 Movie Vector: [-0.9085508928782797, -1.1306654442637454] User Vector: [0.0660590005057205, 0.2930518319920027] Predicted: -0.3913615437036613 Movie Vector: [0.7512822513550145, 1.299858955065366] User Vector: [0.8052357297792733, 0.03302923613288525] Predicted: 0.6478926603063699 Movie Vector: [-0.30503380598472013, -0.7275929092504073] User Vector: [0.39235154269179395, 0.42696678931044646] Predicted: -0.43033849273894775 Movie Vector: [-0.511161228737475, 0.28665355998141745] User Vector: [0.2489158397381644, -0.016981055943691536] Predicted: -0.1321038066312833 Movie Vector: [0.48401980319516946, -0.5164337649031019] User Vector: [0.38751778622629474, 0.7125834576602046] Predicted: -0.1804358752232506 Movie Vector: [0.7574541174283715, -0.3859943332459646] User Vector: [-0.6846344000669388, 0.21262553651884594] Predicted: -0.6006513974634632 Movie Vector: [0.8085443459716707, 0.18982909293975317] User Vector: [0.22925933398288806, 0.33914089028571537] Predicted: 0.24974514583481272 Movie Vector: [0.24671803176055412, -0.648978838937552] User Vector: [-0.041274851979623696, -0.5406840485322335] Predicted: 0.34070925580688294 Movie Vector: [0.4293195619551455, 0.25668784827858443] User Vector: [-0.3044598788572314, -0.17388337148408994] Predicted: -0.17534433030158006 Movie Vector: [-0.23642895628219415, -0.415305015484481] User Vector: [0.06153274273387439, -0.3823412918356477] Predicted: 0.14424013398440944 Movie Vector: [0.6909758996227432, -0.015601961295175229] User Vector: [-0.7293702065159033, 0.2167803653613038] Predicted: -0.5073594334752732 Movie Vector: [-0.49546352430705176, 0.5384101096905648] User Vector: [0.22803117170543213, -0.09069968738741045] Predicted: -0.16181475662019545 Movie Vector: [1.4966487884521484, 0.7218837738037109] User Vector: [-0.3163390689362766, -0.01428024247023127] Predicted: -0.48375715958880167 Movie Vector: [0.7098151812369866, -0.4457695912076121] User Vector: [0.5140710958226159, -0.9036773500644726] Predicted: 0.7677273509718445 Movie Vector: [1.249034680957067, 0.4217085703655262] User Vector: [0.20459647313853804, -0.4889233077203376] Predicted: 0.04936494143440717 Movie Vector: [-0.886055244273798, -0.34933433192120683] User Vector: [-0.8907549330415515, -0.3985294636046743] Predicted: 0.9284781037034783 Movie Vector: [-0.8496520359850988, -0.005382560579231376] User Vector: [-0.018128199479450602, -0.07772912364176006] Predicted: 0.01582104331323155 Movie Vector: [0.30101744179655004, 0.8173350605912473] User Vector: [0.7712066370497878, -0.18748935194614388] Predicted: 0.07890502814813241 Movie Vector: [-0.5943112959369935, -0.16484679928212492] User Vector: [-0.08171082698907312, 0.09888880697185348] Predicted: 0.03226016416582158 Movie Vector: [0.1788053749146488, -0.9088929448188783] User Vector: [-0.09383755751937956, 0.3231460583199688] Predicted: -0.310483832206377 Movie Vector: [0.5664770548772969, -0.49434959522627436] User Vector: [-0.5399001511788009, -0.33564398658527184] Predicted: -0.13991557865901227 Movie Vector: [0.2768944964692668, -0.8161060735650085] User Vector: [0.07948452459579625, -0.2764983849961271] Predicted: 0.24766083874130743 Movie Vector: [-1.0087244598948184, -0.8991116323284779] User Vector: [0.05133041686869222, 0.07623742949108445] Predicted: -0.12032420670630362 Movie Vector: [-0.5004471186477769, -0.4135888370329714] User Vector: [-0.925548935719095, -0.11202254262284969] Predicted: 0.5095195711729985 Movie Vector: [-0.5709530871773177, 1.3971708731944845] User Vector: [-0.6786043133440736, -0.41598469925538684] Predicted: -0.19375047781855115 Movie Vector: [-0.01894745673881184, -0.5076925621945675] User Vector: [0.46264028465144397, 1.0141377967490768] Predicted: -0.5236360732289571 Movie Vector: [-0.18150420996520605, -0.10518051602210722] User Vector: [0.5423162301525536, -0.3589936421326405] Predicted: -0.06067354237698127 Movie Vector: [-0.8992844104933039, 0.8383379736284747] User Vector: [-0.5080358018262943, 0.643582253823463] Predicted: 0.9964081190884606 Movie Vector: [0.2548567297774449, 0.3145753370677798] User Vector: [1.2872710748840799, -1.0154116773544988] Predicted: 0.008646225815701847 Movie Vector: [-0.38366748168975096, 0.5348053315637488] User Vector: [-0.05668690608619491, -0.35759679041048587] Predicted: -0.16949574755873847 Movie Vector: [-0.6052236373693427, -0.15164036795254304] User Vector: [-0.10599503774428398, -0.3978704517618912] Predicted: 0.12448392398931403 Movie Vector: [-1.000936640014669, -0.07039160021248382] User Vector: [0.4608317464299969, 0.9845867814891615] Predicted: -0.5305700189808142 Movie Vector: [-0.20999536634321792, 0.05595250497937524] User Vector: [0.5825257986089017, -0.046608363466534436] Predicted: -0.1249355731721937 Movie Vector: [-0.26804582626159146, -0.5443672198176671] User Vector: [-1.5789281863773317, 0.565852294517833] Predicted: 0.11519366993110741 Movie Vector: [-1.282130405153207, -0.07101622195197935] User Vector: [0.6238872462844697, -0.12538661797273487] Predicted: -0.7910003239568659 Movie Vector: [-0.4101645147091572, -0.7803876222463534] User Vector: [0.35044294386803687, 0.03604976665408849] Predicted: -0.17187205168660177 Movie Vector: [0.1448863691639986, 0.5871722731312147] User Vector: [0.5435460175515308, -0.036222341947646064] Predicted: 0.05748365409705687 Movie Vector: [-0.04516600096508952, -0.20212504343271112] User Vector: [-1.027063726139346, 1.0547567429390088] Predicted: -0.16680439123147392 Movie Vector: [0.056562866863903646, -0.8651562783138458] User Vector: [0.2508640815197475, 0.3525762344325124] Predicted: -0.2908439511596055 Movie Vector: [-0.11552275604955037, -0.13526775765753019] User Vector: [0.731117080834735, -1.1626004191380381] Predicted: 0.07280169157557667 Movie Vector: [-0.5504604225032778, 0.03251777333255092] User Vector: [0.3056957919314217, -0.03294759686761277] Predicted: -0.1693448172708378 Movie Vector: [-0.3605377984616638, 0.20805493471226583] User Vector: [-0.9184610689461643, -0.5867188015874402] Predicted: 0.20907018981186276 Movie Vector: [-0.10913509471966787, -0.27190913256903093] User Vector: [0.33579371492656906, 0.1769489221435576] Predicted: -0.08476090681386 Movie Vector: [0.8503264709402548, -1.408801288180038] User Vector: [0.09612228003376841, 0.6558226308172477] Predicted: -0.8421884479531148 Movie Vector: [-0.07837851325084072, -0.12504522517418723] User Vector: [-0.4605098677245719, 0.1984173524803295] Predicted: 0.011282936250224387 Movie Vector: [-0.2767871233885258, 0.1323290262703881] User Vector: [0.2914987218944078, -0.12227658446875232] Predicted: -0.09686383406300386 Movie Vector: [0.013683123290596483, -0.3407270656310895] User Vector: [-0.801809911266935, -0.06366132470815494] Predicted: 0.01071987249050991 Movie Vector: [0.4741218372706358, -0.38326220621555507] User Vector: [-0.2357657978096055, 1.1904582357656417] Predicted: -0.5680393630700846 Movie Vector: [1.6385714827261373, 0.8453465273216773] User Vector: [1.3602314487502323, -0.15110730998361277] Predicted: 2.1010984220818227 Movie Vector: [0.7952014069762174, 0.7465247529307539] User Vector: [0.0009033192165103874, -0.07730467995257528] Predicted: -0.056991536390069555 Movie Vector: [-0.043786496126078434, -1.3906383378094862] User Vector: [1.032801886771828, -0.5403333002082369] Predicted: 0.7061854266505555 Movie Vector: [-1.7301966373519055, -0.13006224459064436] User Vector: [-0.9872648064128738, -0.34632612207014435] Predicted: 1.7532062010282508 Movie Vector: [1.4319137239038477, 1.134393600576031] User Vector: [-0.3661809664097127, -0.9271420157934952] Predicted: -1.5760835207757438 Movie Vector: [0.20660760349666524, -0.7404102006532082] User Vector: [1.9477321084707035, -0.031902634064715954] Predicted: 0.4260372988738611 Movie Vector: [0.7954069704696822, 0.7289329428797957] User Vector: [0.1832521702535566, -0.6822709488026503] Predicted: -0.3515697169787304 Movie Vector: [-0.19823260522121774, 0.6952638952764172] User Vector: [0.6025317945773301, 0.14369700161647456] Predicted: -0.01953411028426802 Movie Vector: [1.8108300136642526, 0.6814984568885931] User Vector: [0.564860838678437, 0.8015250901219323] Predicted: 1.5691050722980626 Movie Vector: [0.4031921564274767, 0.48561490867420837] User Vector: [-0.11842818328655534, 0.06115511049429503] Predicted: -0.0180514812034465 Movie Vector: [0.9134614067400458, 1.1153109270909227] User Vector: [0.8906805079889094, -1.2838512761397178] Predicted: -0.618291087254765 Movie Vector: [-0.13585818356597262, 0.4389669460303784] User Vector: [-0.1071578371637284, 0.8135019004573932] Predicted: 0.37165871394561323 Movie Vector: [-0.13121505814674136, -0.13847010753219993] User Vector: [0.5668429905610187, -0.21243363409827945] Predicted: -0.044962627809492076 Movie Vector: [0.17055604663805282, 0.6582400602327194] User Vector: [-0.16108008584180342, 0.07687379838508394] Predicted: 0.023128231046019406 Movie Vector: [0.36214953879315637, 0.9839135279727147] User Vector: [-0.1662463094779119, 0.63422253731926] Predicted: 0.5638141099101097 Movie Vector: [0.6048313557928986, -0.02000644022242032] User Vector: [0.6978153817100223, 1.1071607355105457] Predicted: 0.39991027834120924 Movie Vector: [-0.34523398893656887, -0.3561819731708412] User Vector: [0.3376142712495338, -0.5112554153017944] Predicted: 0.0655440410310817 Movie Vector: [0.2503824103942576, 0.29843584738373186] User Vector: [0.26433102011006837, 0.14659292564590687] Predicted: 0.10993242194272852 Movie Vector: [-0.9814507259940859, 0.7759688734804219] User Vector: [1.1467454547715517, -0.047292860873591316] Predicted: -1.1621719470917047 Movie Vector: [0.20451072981852486, -0.4254347107910802] User Vector: [0.4664227182282882, 0.297132802429399] Predicted: -0.031022157359287122 Movie Vector: [0.1325567886852308, 1.2434885451429578] User Vector: [0.44959260970780307, 0.8522977664352663] Predicted: 1.1194190621726603 Movie Vector: [0.9121754206755991, -1.021604671926447] User Vector: [0.7984533814134351, -0.27088795329224086] Predicted: 1.005069947732601 Movie Vector: [-0.31001422961393754, -0.000751974119962362] User Vector: [-0.9320060807363645, 0.04653641692091076] Predicted: 0.288900152933829 Movie Vector: [1.0757505773110698, 0.4807468730907036] User Vector: [-0.01966535698648908, 2.063754121548954] Predicted: 0.9709883216314674 Movie Vector: [-0.2560922514159847, -1.2586572620433234] User Vector: [-0.8712275209900887, -0.27549490739042065] Predicted: 0.5698682831888247 Movie Vector: [-0.14031352973705183, -0.09835962545459657] User Vector: [1.121687804897968, 0.8100428841369494] Predicted: -0.2370634898541109 Movie Vector: [1.732726612067153, 1.8739981614631969] User Vector: [0.04154256020294862, 0.3218743500119903] Predicted: 0.6751738397416822 Movie Vector: [-0.5666973898125744, 1.8035030825753864] User Vector: [-0.5305606489565106, 0.011015824759402493] Predicted: 0.32053440881161277 Movie Vector: [0.012867453108673415, -0.6660337583130865] User Vector: [1.3383362421794687, 0.6941824819543104] Predicted: -0.44512798857125324 Movie Vector: [-0.4714449951633024, 0.4626343470927846] User Vector: [-1.128898174941576, -1.0055808907488042] Predicted: 0.06699713578463845 Movie Vector: [0.35798613252593153, 1.1499698062605164] User Vector: [-0.9624012036571712, 1.7107261418126476] Predicted: 1.622757125029559 Movie Vector: [0.9889882544614766, 0.5191539922850664] User Vector: [0.16390119295061753, 0.5351309790825642] Predicted: 0.4399117389065145 Movie Vector: [-0.1600793221078192, 0.2710574004566152] User Vector: [0.3201296550770213, 0.6423247301081267] Predicted: 0.12286073342076623
avg loss: 14.683620488894503: 21%|█████████▌ | 14937/70000 [00:24<01:24, 652.87it/s]
Movie Vector: [-1.2407516500540614, -0.33411228133802096] User Vector: [0.0047375246698352115, 0.8724509502989712] Predicted: -0.29737466891118347 Movie Vector: [-0.8529022055750879, -0.019318463822315578] User Vector: [0.7733606753055926, -0.5253285473032824] Predicted: -0.6494524851372713 Movie Vector: [-0.4672626052631623, 1.2389473720355988] User Vector: [-0.08637486581054636, 0.5027956521285559] Predicted: 0.6632970967034915 Movie Vector: [-0.5327699792698887, -0.6803058341543528] User Vector: [0.10131911273230088, -0.34085264345633354] Predicted: 0.17790426034024573 Movie Vector: [0.611816170688232, -0.526543602763222] User Vector: [0.9664075083315999, -0.8833209342842608] Predicted: 1.056370728206005 Movie Vector: [0.7822208330652398, -0.06113055881345027] User Vector: [-0.6916418913902954, -0.3369182320192555] Predicted: -0.5204206966683582 Movie Vector: [-1.3475247966042525, -0.46943950389883227] User Vector: [0.2752304457562829, -0.35759088158876823] Predicted: -0.20301256438525545 Movie Vector: [-0.04140169582369757, -0.29406805071347464] User Vector: [-0.9078487293706701, -0.37650447565971645] Predicted: 0.14830441418948648 Movie Vector: [0.03517550218995054, -0.8472389551594665] User Vector: [-0.7840867922105522, -0.6357832554721059] Predicted: 0.5110796943975575 Movie Vector: [-0.20272095476289792, -0.35504468893475605] User Vector: [-1.3040868491002535, 0.6353035615912253] Predicted: 0.03880457573904336 Movie Vector: [-0.5585505116236786, 0.08156314785972513] User Vector: [-0.20784486900702082, 0.1642168649354503] Predicted: 0.12948590235801857 Movie Vector: [-0.17218029960456727, 1.1980488785658736] User Vector: [-0.04419202433303409, -0.8620462470548411] Predicted: -1.0251645435661785 Movie Vector: [-0.05553004948964839, 0.39906405728648053] User Vector: [0.4895839108600488, -0.5486570138646852] Predicted: -0.24613591281092023 Movie Vector: [-1.1135372128342726, 1.3587146198057485] User Vector: [0.6491397277797668, 0.27557957656582804] Predicted: -0.3484072436120118 Movie Vector: [-0.9237662046664641, 0.5776296021336366] User Vector: [-0.49732342796046225, -0.35210422011252585] Predicted: 0.2560247549655792 Movie Vector: [-0.42755770714402186, 0.3077912789324655] User Vector: [-0.3047707131492565, -0.28161295513404405] Predicted: 0.04362905569408605 Movie Vector: [0.9424332467254366, 0.0232836480515029] User Vector: [-0.1548155179985501, -0.008148264371007352] Predicted: -0.14609301259069896 Movie Vector: [0.2586771731828327, 0.14836712567501675] User Vector: [-0.8815978639482794, -0.358797741347136] Predicted: -0.2812830329125271 Movie Vector: [0.6773318240105175, -0.3611109128051776] User Vector: [-1.1856746730173058, -0.3554485144230811] Predicted: -0.6747388514593226 Movie Vector: [-1.007761903296794, -0.9969048725360736] User Vector: [0.5035201459775168, 0.21996064887251265] Predicted: -0.7267082632857861 Movie Vector: [-0.5277951914978752, 1.169341182232917] User Vector: [0.23932217105098946, 0.20772499237892] Predicted: 0.11658829706814572 Movie Vector: [1.3521026472089361, 1.138486941494379] User Vector: [0.27898188844774147, 0.2418907799310969] Predicted: 0.6526016441129838 Movie Vector: [0.34771701258971044, -0.6773818960013547] User Vector: [0.007205143857051621, 1.3122276512008964] Predicted: -0.8863739032586143 Movie Vector: [1.872620294306292, 0.7691775043087391] User Vector: [-0.11348089481102813, 0.06961959820895341] Predicted: -0.1589567978378289 Movie Vector: [-0.5088498770605271, -0.06975740872227895] User Vector: [0.5500734066777828, -0.17844935551889718] Predicted: -0.2674566207330961 Movie Vector: [0.017244108029289884, 0.043921721840758335] User Vector: [-0.279511532164451, 0.4053090387275795] Predicted: 0.012981943802461766 Movie Vector: [1.2655578242863026, 0.4109021604088972] User Vector: [0.6539412073531375, 0.6107241373805816] Predicted: 1.0785482790525358 Movie Vector: [1.2807268182091178, -0.3772175455336334] User Vector: [0.4469931126970659, -1.1307422685114357] Predicted: 0.9990118901449192 Movie Vector: [0.970265299071487, -1.6180387895973234] User Vector: [-0.2642950878815331, -0.1299354121382328] Predicted: -0.04619581550452512 Movie Vector: [1.3515284192392154, 0.49119120910675673] User Vector: [1.3524454351816333, 0.0062281147727211265] Predicted: 1.8309276363439941 Movie Vector: [0.43584496278967605, 0.21034646533764056] User Vector: [0.43124463007536307, 0.5414505788302467] Predicted: 0.30184801516040616 Movie Vector: [-1.15574809570348, -0.25708150872254415] User Vector: [0.5562110038695125, 0.015104286281180677] Predicted: -0.6467228412368532 Movie Vector: [-0.574142010592465, -0.9395301957741626] User Vector: [-0.7105356855673114, 0.09104494201886307] Predicted: 0.32240891491008195 Movie Vector: [0.38511003162908086, 0.5337922918727478] User Vector: [-0.10757388425491661, -0.0417863120373384] Predicted: -0.06373299323919468 Movie Vector: [-0.10422589558351784, 0.3831246099414859] User Vector: [0.7872224260885801, -0.27306537006120873] Predicted: -0.18666702577574004 Movie Vector: [1.3919055751116298, 1.4853182843851378] User Vector: [1.1675703460518427, 0.33660178993713025] Predicted: 2.1251084671549596 Movie Vector: [0.35841375010198195, 0.21619206384510856] User Vector: [0.6437347242349346, 0.8128404370951272] Predicted: 0.40645302825626384 Movie Vector: [1.086718289192734, 1.2655523784653937] User Vector: [0.1020300114740422, 0.07960932212389099] Predicted: 0.2116276464772941 Movie Vector: [0.4394120288289106, 0.24043867215732603] User Vector: [1.377478679169418, -0.3131627736517476] Predicted: 0.5299842596164707 Movie Vector: [-0.044290974225361435, -1.6576466460079518] User Vector: [0.16534316374181734, -0.3126879251079742] Predicted: 0.5110028804987905 Movie Vector: [0.01977402391080309, 0.34874703433471804] User Vector: [-0.36154345983885633, 0.07133047018022333] Predicted: 0.017727120913405905 Movie Vector: [-0.1619208796349286, -0.2014462312086105] User Vector: [0.6855650545643086, 0.8380721293576502] Predicted: -0.2798337686220944 Movie Vector: [0.15235144736715786, -0.038989346711413644] User Vector: [0.273441019470144, -0.11045571232883908] Predicted: 0.0459657311500729 Movie Vector: [-0.3789865962581771, -0.0020513150186960843] User Vector: [-0.9961900768318958, -0.5418638550883018] Predicted: 0.3786542199087233 Movie Vector: [0.6523656443032976, 0.19050237091159403] User Vector: [-0.5298761446031769, 0.16790440100219167] Predicted: -0.31368680599759025 Movie Vector: [0.1887003837582408, -0.05367239488484655] User Vector: [-0.13550829069496084, 0.6330729885855783] Predicted: -0.05954900989085747 Movie Vector: [-0.1916611870568879, -0.5194380311675034] User Vector: [0.1818630245326997, 0.0925779411248677] Predicted: -0.08294458663113548 Movie Vector: [-0.35146729259345943, 0.005005959905849872] User Vector: [1.1906984859230028, -0.08938234069576285] Predicted: -0.41893901755630314 Movie Vector: [-0.5947515039263188, 0.11016531394587045] User Vector: [-0.7735935962484565, 0.4964194034580458] Predicted: 0.5147841542273163 Movie Vector: [-0.46743674095668963, 0.37353991282202376] User Vector: [-0.41909910503714165, 1.1470005816607514] Predicted: 0.6243528170767945 Movie Vector: [0.9047068543480583, -0.39389047814569633] User Vector: [1.218804656751414, 0.3431372120186651] Predicted: 0.9675024465627234 Movie Vector: [-0.1206000020729907, 0.5595306436067599] User Vector: [-0.11266099732883146, -0.022122308431212573] Predicted: 0.0012088070368186533 Movie Vector: [-0.8941370311982004, 0.2779508187013681] User Vector: [0.8166499092572208, -0.13422856556501447] Predicted: -0.7675058650834372 Movie Vector: [-0.2621241884246982, -0.6808975872072021] User Vector: [-0.17219426828728054, 0.6330925059557888] Predicted: -0.38593487695806966 Movie Vector: [0.12233486482459925, -0.21897051756711408] User Vector: [-0.9334791748420997, -0.41537383596485034] Predicted: -0.02324242482582589 Movie Vector: [0.10917380533633085, -0.5551151570982102] User Vector: [0.032138940845725675, -1.1441967292687079] Predicted: 0.6386696775908642 Movie Vector: [1.01859200818166, -0.07461264370051461] User Vector: [-0.4710511717238576, 0.1815997365604958] Predicted: -0.49335859540262367 Movie Vector: [0.09903476276924927, 0.8037266977704641] User Vector: [-0.9178741773425234, -0.8445068679267971] Predicted: -0.7696541676084188 Movie Vector: [-0.5185790408088272, 0.3075810266184329] User Vector: [-0.4410313442258402, -1.23543537163369] Predicted: -0.15128686847255168 Movie Vector: [-0.5950160204406507, 0.10596200445638981] User Vector: [0.029841363278375284, 0.5269796559220432] Predicted: 0.03808373142681568 Movie Vector: [0.14197154639993514, 0.16490875772868518] User Vector: [0.9033938740942823, -1.1713424642882746] Predicted: -0.0649084053472426 Movie Vector: [-0.027395622146218768, -0.01681434419524637] User Vector: [0.2814071256896723, 0.3488469712783395] Predicted: -0.01357495633119098 Movie Vector: [0.7611056413716737, -0.1431063631795751] User Vector: [0.2832653335217475, 0.7701507548095405] Predicted: 0.10538136972763268 Movie Vector: [0.7786525870989116, 0.09096706481059505] User Vector: [0.271803909932797, -0.4591816155900536] Predicted: 0.1698704138675578 Movie Vector: [0.4458037231334578, -0.5782485952692334] User Vector: [-0.7633445459479377, -1.1486987751908935] Predicted: 0.3239316125244137 Movie Vector: [0.5566177247012015, -1.677768766302795] User Vector: [-1.0307886286734163, -1.1327884388154148] Predicted: 1.326801840333339 Movie Vector: [-1.5762740794077246, 0.9698454943679701] User Vector: [-0.15358257342747336, 0.10580952432669996] Predicted: 0.34470711997192793 Movie Vector: [-0.37929214172110237, 0.2602562489244736] User Vector: [-0.1793675130885755, 0.8228747485114459] Predicted: 0.28219098357681216 Movie Vector: [0.010766243846800541, 0.0304930981353912] User Vector: [0.24088817782456368, 0.34028800864156994] Predicted: 0.012969896504074945 Movie Vector: [0.11971797269067318, -1.372321686780255] User Vector: [0.8373742244536604, 0.2440296951187912] Predicted: -0.23463849829487396 Movie Vector: [0.5937226006775588, -0.3032324518585148] User Vector: [-0.4674926475971023, -0.07397178027307584] Predicted: -0.25513030622844496 Movie Vector: [0.466669595061459, 0.3785037692305834] User Vector: [-0.4325980503335489, 0.19631133468723705] Predicted: -0.12757577685172816 Movie Vector: [0.906581969231854, 0.021396720366005678] User Vector: [0.5547681455058017, -0.22517611287202444] Predicted: 0.49812476749952656 Movie Vector: [-0.452757467015264, 0.5214237213080254] User Vector: [0.2922004129289988, 0.6896164581944523] Predicted: 0.22728646108846395 Movie Vector: [-0.2285214331106574, -0.4644393867199969] User Vector: [-0.239682288704536, -0.08167922764851679] Predicted: 0.09270759050284305 Movie Vector: [-0.2768016899499361, 1.293523121017377] User Vector: [-0.11024771838924968, 0.7863634775042383] Predicted: 1.0476960944386293 Movie Vector: [-0.358638624736766, -1.25006508947942] User Vector: [-0.1746801753332944, -1.174282449188624] Predicted: 1.5305765527693995 Movie Vector: [-0.5224336930522859, 0.8376536871730642] User Vector: [0.7322156586047599, -0.6324942319456903] Predicted: -0.9123452561405992 Movie Vector: [-0.27546935278458345, -0.7717700343233337] User Vector: [-0.7386182482806306, -0.8957994528313993] Predicted: 0.8948178652672607 Movie Vector: [1.3586668818651206, -0.07919746741358918] User Vector: [1.6635095394986712, -0.9374353728004454] Predicted: 2.3343978263732517 Movie Vector: [1.3141219262892923, 0.24252433069336637] User Vector: [0.8066238408003774, -0.4245772058691353] Predicted: 0.9570317727823877 Movie Vector: [0.3946220743243114, -0.10601784043371669] User Vector: [-1.299542405263997, 0.09905962788619846] Predicted: -0.5233302074603458 Movie Vector: [0.1489459607920063, -1.8173078444210162] User Vector: [0.7021776655726218, -1.4526136557164833] Predicted: 2.7444327184920567 Movie Vector: [-0.1146942127018927, -0.012767920169295899] User Vector: [1.342263116258893, 0.28938597601020727] Predicted: -0.15764466839791488 Movie Vector: [-0.03440942046812542, -0.37716291768121785] User Vector: [-0.05435976505255449, -0.7556820666898838] Predicted: 0.2868857411243711 Movie Vector: [0.5098745597347275, -0.3935705713155051] User Vector: [0.20443911138461887, -0.6315893244182778] Predicted: 0.3528132731578669 Movie Vector: [0.48316953556286596, -0.3207253623528568] User Vector: [-0.1704606587819561, -0.078694152448439] Predicted: -0.057122186776341344 Movie Vector: [-1.8300147573765226, -0.16507779684765536] User Vector: [-0.2635552945003292, 0.5362637266949456] Predicted: 0.39378484378820316 Movie Vector: [1.3422669260897524, 0.8716260838678983] User Vector: [-0.30511305292117685, -0.7912354861533093] Predicted: -1.0992046478674897 Movie Vector: [-0.3893739756525164, 0.1995606612857292] User Vector: [-1.246418106630573, -0.44539584149279465] Predicted: 0.39643928484181246 Movie Vector: [-1.063831365456426, -0.06256317747473708] User Vector: [1.9809604625606798, -0.15098156389477085] Predicted: -2.097961987423759 Movie Vector: [-0.40122904071575144, 0.36089498741458526] User Vector: [0.7598803844758131, 0.21441170730128362] Predicted: -0.22750596731391037 Movie Vector: [0.2686748362435032, 0.6608752043569852] User Vector: [0.273565763844546, -1.0160397927338314] Predicted: -0.5979752688550374 Movie Vector: [-0.9299840190225351, -0.162036479696694] User Vector: [0.08000713454590352, -0.09775798267707991] Predicted: -0.058564997160231655 Movie Vector: [-0.4552390932244712, 0.03887371840672423] User Vector: [0.9997037041841637, 0.7384595673018471] Predicted: -0.42639753851190026 Movie Vector: [-0.39588335588639806, 0.5829996783309999] User Vector: [-0.14702184035298296, 0.9582127787993474] Predicted: 0.6168412413602062 Movie Vector: [1.7369522536416055, -0.5933565759591166] User Vector: [0.12753468880215027, -0.03370492166073825] Predicted: 0.24152070204196166 Movie Vector: [-0.5365519802456026, 0.8381574229467865] User Vector: [1.8301389510715367, -0.35504612698906096] Predicted: -1.2795492251464318 Movie Vector: [0.20868625137718394, 2.149826426615867] User Vector: [0.1121280331838296, -0.5783434066271473] Predicted: -1.2199383603066576 Movie Vector: [0.8434476196803036, -0.1877996222977917] User Vector: [-0.6855012529417672, -0.18156235159551118] Predicted: -0.5440870590284633 Movie Vector: [0.6657201861109279, -0.5948304580161433] User Vector: [0.06189401766130924, 0.7326235574510582] Predicted: -0.3945827092753894 Movie Vector: [1.171939735773016, 1.0198588656906908] User Vector: [0.59478194332373, 0.10338931646663199] Predicted: 0.8024911045175682 Movie Vector: [1.2698413285395937, -0.07804343097907918] User Vector: [-0.9139646750938559, 0.6654433851194514] Predicted: -1.212523602156495 Movie Vector: [-0.1214480289952489, -1.0551004698610287] User Vector: [-0.40537813472431616, -0.556337362095505] Predicted: 0.6362241876082513 Movie Vector: [-0.9730243682861328, 0.2636432647705078] User Vector: [0.002889165747628486, -0.5912284961405316] Predicted: -0.15868463962430748 Movie Vector: [-0.9805408853039516, 0.19225367755520886] User Vector: [-0.004830398758389559, -0.5430804835977563] Predicted: -0.09967281670520753 Movie Vector: [0.6724260815381023, -0.23309650907272694] User Vector: [-0.6534416669643951, -0.9798062690689565] Predicted: -0.2110017987430471 Movie Vector: [0.4658957077719506, -0.5568787948289157] User Vector: [-0.8959714376919726, 1.517332796124882] Predicted: -1.2623997059673666 Movie Vector: [1.294516211862831, 0.06608168380005165] User Vector: [-0.12934013070536324, 0.8851743856646785] Predicted: -0.108939082181152 Movie Vector: [-1.7914295196533203, -2.064352035522461] User Vector:
avg loss: 14.67440680998526: 22%|█████████▉ | 15076/70000 [00:24<01:21, 674.92it/s]
[0.15153304052720226, 0.3273034783800728] Predicted: -0.9471303638307381 Movie Vector: [-1.2400486873312768, -0.20465638648577167] User Vector: [-1.1720287699998932, 0.33885818598707895] Predicted: 1.3840232458776196 Movie Vector: [-1.2080404664674482, 0.8762958490334423] User Vector: [0.21867694055944162, 1.2832114996419413] Predicted: 0.8603023172891093 Movie Vector: [-0.06748687222888944, -1.5604022013933134] User Vector: [-1.6509686418670941, 1.0832587949958938] Predicted: -1.5789006986026732 Movie Vector: [-0.10067939758300781, -0.5300235748291016] User Vector: [-0.655007701479418, 0.14438658153108896] Predicted: -0.010582511303282888 Movie Vector: [-0.7207912223266069, -1.4275390699458508] User Vector: [-0.4444710693004754, 1.074458432721897] Predicted: -1.2134605464133894 Movie Vector: [0.27683251896474853, 0.09242346222778133] User Vector: [-0.10837265504104901, -0.4658884715869609] Predicted: -0.07306010063798761 Movie Vector: [0.8376243850479087, -0.7994047744305481] User Vector: [0.3657104651058514, 0.3711767267623741] Predicted: 0.009607555908528576 Movie Vector: [-0.09416958734770645, 0.0618195935147919] User Vector: [0.15114949983938614, 0.34257368188118004] Predicted: 0.006944079735072968 Movie Vector: [0.8697244377258647, 0.6318888757715766] User Vector: [-0.5176392247745645, -0.360957993393025] Predicted: -0.6782888243577934 Movie Vector: [0.09990047538485056, -0.6208905442899251] User Vector: [0.22801513934240877, -0.09192574820000818] Predicted: 0.07985464864941126 Movie Vector: [-0.49386329164967596, -0.21321075840951761] User Vector: [0.13523993839816595, 0.01013465389565564] Predicted: -0.06895085838312835 Movie Vector: [1.3618181708291024, 0.4912385942006153] User Vector: [-0.32708861414299895, -0.1456804524147896] Predicted: -0.5169990788579958 Movie Vector: [-0.41117420994847226, -0.16242535892435958] User Vector: [0.3482952900970213, -0.8630508203558717] Predicted: -0.0030287014681512625 Movie Vector: [0.16347509016007344, 0.6616193731863786] User Vector: [0.20799832161230025, 0.5338830870622081] Predicted: 0.3872299377956217 Movie Vector: [0.4520484481306106, -0.3350925929869223] User Vector: [-0.27470279978987966, 0.12346473846814532] Predicted: -0.16555109369789195 Movie Vector: [0.16962898775290974, -0.3365621396952262] User Vector: [0.08968834936719616, 0.4002677314747772] Predicted: -0.11950122023971843 Movie Vector: [-0.377723182123492, 0.24392016826837248] User Vector: [-0.04775213365975298, 1.4303071449902078] Predicted: 0.3669178473606151 Movie Vector: [-0.34584691208284857, -0.1943842757714827] User Vector: [0.7296079154125, 0.6255787249675222] Predicted: -0.37393531196747665 Movie Vector: [1.1228082456168342, 0.4168210452609655] User Vector: [-0.8063975793277226, -1.2348184561153384] Predicted: -1.4201281709001492 Movie Vector: [-0.33506208376849717, -0.34218321003445984] User Vector: [0.38599684911351306, 1.3326476261366933] Predicted: -0.5853425511483044 Movie Vector: [0.07522927588720649, -0.3012509977676098] User Vector: [1.3259489365449761, -0.09050209585778118] Predicted: 0.1270140250369065 Movie Vector: [-0.7132844277953597, 0.4279341480614199] User Vector: [-0.23067229175178666, -1.3694476801288182] Predicted: -0.4214984726801963 Movie Vector: [1.7370726774497294, 1.9076717473782776] User Vector: [0.7510433004559485, 0.7193950342231027] Predicted: 2.676986378795338 Movie Vector: [-0.18957842976568395, -0.8354562444006117] User Vector: [-1.0375651012847815, 1.0077614176496394] Predicted: -0.6452406065601625 Movie Vector: [0.2831622695016127, -0.8379094262274158] User Vector: [0.7105931909513662, -1.5552925078612072] Predicted: 1.5044074335199644 Movie Vector: [0.17797070171934765, -0.009668652620067629] User Vector: [-0.6466752703359345, -0.7729458553263303] Predicted: -0.10761590667696377 Movie Vector: [-0.31216090638068617, -1.2763869922628783] User Vector: [-0.35888974075397445, 0.11813311717734733] Predicted: -0.038752227356142394 Movie Vector: [-0.9814320227557143, 0.09206332424021106] User Vector: [0.17091113436052918, -0.04629911292845823] Predicted: -0.17200011055249462 Movie Vector: [0.5297891262777158, -0.5197168486990726] User Vector: [0.930605031261534, -0.9228667114011668] Predicted: 0.9726538054403855 Movie Vector: [0.6190441384039107, -0.547444709921382] User Vector: [0.3010954654728346, 0.7818161531011575] Predicted: -0.24160973414535855 Movie Vector: [0.19239948523699196, 0.5840059610218062] User Vector: [-0.07131591062890652, -0.6935434220183705] Predicted: -0.4187546371803995 Movie Vector: [0.8234970514161375, 0.02652537728783455] User Vector: [-0.4750746364460603, -0.22841533710073408] Predicted: -0.397281365310849 Movie Vector: [0.9085139161837193, 1.037912287920831] User Vector: [1.4183203390901102, 0.8453361123265068] Predicted: 2.165948504076682 Movie Vector: [-0.09601191528589992, 0.26386513031544234] User Vector: [-0.8201212324903273, -0.32353714609101] Predicted: -0.006628760917161511 Movie Vector: [-0.5153436685594781, -0.7389305487926325] User Vector: [0.23834280947398667, 0.48814699137814704] Predicted: -0.48353518203962365 Movie Vector: [-0.03454062585957533, 1.950883693464801] User Vector: [-0.6295845527557546, 0.7568933847207273] Predicted: 1.4983572064267519 Movie Vector: [-0.7893515901127397, 0.4420251386122237] User Vector: [0.7451171719650294, -1.181907519957787] Predicted: -1.110592259847074 Movie Vector: [-2.780080183749142, -0.5620518107753169] User Vector: [-1.1779294235541629, -0.14150953888879889] Predicted: 3.3542739408524076 Movie Vector: [0.33098637473963133, -0.9425832023330849] User Vector: [-0.963830902194507, -1.3346138158446224] Predicted: 0.9389696682374141 Movie Vector: [-0.8401985465690089, -0.5357147750154994] User Vector: [-0.9939040634098326, -0.31482869873629915] Predicted: 1.0037351350179124 Movie Vector: [-0.45462498195939477, 1.632241810898749] User Vector: [-0.5922370958911872, 0.43165002991410967] Predicted: 0.9738030055367208 Movie Vector: [0.44687632405480476, -0.24569074378638395] User Vector: [0.916585994870944, -1.1560189976905546] Predicted: 0.6936237474418261 Movie Vector: [-1.1476234251954416, -0.09804895168170463] User Vector: [-0.0822481558601625, -0.13724914170430358] Predicted: 0.10784704480756892 Movie Vector: [-0.7508895454500022, 0.21035998180012772] User Vector: [0.033914092128362064, -1.1532228265096902] Predicted: -0.2680576700186856 Movie Vector: [-0.28441429138183594, -0.2833080291748047] User Vector: [0.22915125940615722, -1.0426889095951382] Predicted: 0.2302282469565672 Movie Vector: [1.257521660732264, 1.0347353373501866] User Vector: [0.7493731960574025, 0.3427547517102756] Predicted: 1.2970134796536608 Movie Vector: [0.3741139817206582, 0.42186024591610183] User Vector: [0.15390763483015057, -0.3960834193194974] Predicted: -0.10951285059389698 Movie Vector: [-0.4439807148578643, 0.10554115472604908] User Vector: [-0.6137786824972161, -0.7747330353347549] Predicted: 0.1907396790659851 Movie Vector: [2.56726244756998, 1.3948837930069216] User Vector: [1.0008276725066, -0.15678800262568116] Predicted: 2.3506862563145714 Movie Vector: [0.31971241747914414, 0.4617287963810723] User Vector: [0.6568351193831724, -0.22276717625870426] Predicted: 0.1071403237360546 Movie Vector: [2.064893391370549, 0.4686962106687436] User Vector: [1.4658667200114772, -0.2647983644404403] Predicted: 2.902748512777207 Movie Vector: [-0.9543219707931865, 0.33923327826712796] User Vector: [0.32125362905759536, 0.24818650636584116] Predicted: -0.22238627423055796 Movie Vector: [-0.4031499865882891, 0.6385013619899148] User Vector: [-0.6686473649919559, 0.07258099480793666] Predicted: 0.31590824026825237 Movie Vector: [-0.23068366253714467, 0.08990427845086238] User Vector: [-0.023088116998610533, 0.208698356707138] Predicted: 0.024088926563961523 Movie Vector: [0.0863000870712116, 0.37979329969481146] User Vector: [-0.204475433618886, -0.11410321147302516] Predicted: -0.060981882916348706 Movie Vector: [-0.14019840825717272, 0.8366445015050348] User Vector: [0.9603140079544116, -0.17880049851703717] Predicted: -0.2842269492929127 Movie Vector: [-0.677734394865934, 0.21858844602157243] User Vector: [1.3330461265463862, -0.9589105117053136] Predicted: -1.1130579685307076 Movie Vector: [0.4938808921620315, 0.9810474102249811] User Vector: [-0.5023099746642739, 0.1665508622402671] Predicted: -0.08468700635752738 Movie Vector: [-0.18845514221071494, 0.0517467854075159] User Vector: [-0.24210683012260387, -0.6981152212432177] Predicted: 0.009501058557547445 Movie Vector: [-0.46487665473639495, 0.28349602311566785] User Vector: [0.29369333230956013, -0.1156386263125905] Predicted: -0.16931426452063092 Movie Vector: [1.7260749248962148, -0.7930846478434392] User Vector: [0.25047218518121345, -0.756730822522403] Predicted: 1.0324853561177099 Movie Vector: [-0.1665739226786324, -0.3136036340430686] User Vector: [-0.07474187958818176, 0.22882936296831954] Predicted: -0.059311671731247954 Movie Vector: [0.6104038935291172, -0.14482742596403075] User Vector: [-0.595990065161734, 0.16745288492123664] Predicted: -0.3880464265727885 Movie Vector: [-0.9742085386651105, -0.5781637325985215] User Vector: [-0.5395263416192937, 0.4107157989610491] Predicted: 0.28815018947576115 Movie Vector: [-0.6712431841586746, 0.28466148353459697] User Vector: [-0.6898843979137753, -0.7566415173531976] Predicted: 0.24769350312340285 Movie Vector: [0.7700471079215367, 0.8117563556549279] User Vector: [-1.1071896457210508, -0.3870601498476818] Predicted: -1.1667867212677705 Movie Vector: [1.0730700804923585, 0.7620479631860875] User Vector: [0.3256223096635935, -0.791260268000607] Predicted: -0.25356271753912035 Movie Vector: [-1.0400486869933008, -0.528042752326889] User Vector: [0.13586513911567405, -0.4918001606240037] Predicted: 0.11838515086528609 Movie Vector: [-2.2327464259717464, 0.13982166079021355] User Vector: [-1.133515061072331, -0.9035643521313405] Predicted: 2.4045138330485556 Movie Vector: [-1.1620289333255032, -0.12208771104339598] User Vector: [0.2881214590824727, -0.6961834657882691] Predicted: -0.24981002596144525 Movie Vector: [0.5646943518853347, -0.7995518517806246] User Vector: [0.6616667439650852, 0.8083401725320657] Predicted: -0.27267040866923925 Movie Vector: [-0.5975027512443603, -1.3342564523061946] User Vector: [-0.2426309378076308, -0.5235515930187186] Predicted: 0.8435247439774707 Movie Vector: [0.935652621935211, 0.08438223188748378] User Vector: [0.16349055873388232, 0.6969608373001648] Predicted: 0.21178148093056698 Movie Vector: [1.150050555664502, 0.5749858682133774] User Vector: [0.3734761182757154, -0.05538457966491326] Predicted: 0.39767106672614466 Movie Vector: [-0.22640439054569464, 0.08643702147855796] User Vector: [-0.20729197128198817, 1.046969899860684] Predicted: 0.13742877214477578 Movie Vector: [0.5743578000875901, -0.35031658403619204] User Vector: [0.87979234422136, -0.68668721474824] Predicted: 0.7458735147328146 Movie Vector: [-0.22530338284723825, -0.5052684867504261] User Vector: [0.023265762894081193, -0.6014323599840371] Predicted: 0.2986429633273137 Movie Vector: [-0.48127207625103047, -0.21226719387006016] User Vector: [0.968422747268597, 0.7157599356352217] Predicted: -0.618007179288588 Movie Vector: [0.5800373280592096, -1.1362581619337544] User Vector: [-1.4411598419772924, -0.6616525876914394] Predicted: -0.08411835091775421 Movie Vector: [0.2085741187409321, -0.3678133453018979] User Vector: [-1.0850204926213116, 0.2137350951303476] Predicted: -0.3049218134126546 Movie Vector: [-1.1265166793622752, -1.6170882405052969] User Vector: [1.0707282542997598, 0.08379645881780871] Predicted: -1.341699505683396 Movie Vector: [-0.8160567594017476, 0.1444069460114821] User Vector: [-0.6171586813654485, 0.4085878035321313] Predicted: 0.5626394304373582 Movie Vector: [0.4246742769071559, -0.16386111729119995] User Vector: [1.6048745558898794, 1.2923008539170175] Predicted: 0.4697910797500132 Movie Vector: [-0.6955812707208775, 0.24174492772330533] User Vector: [-1.4536331404592904, 0.6739503589770489] Predicted: 1.1740440678226554 Movie Vector: [-0.541789534133922, 0.31048256599675644] User Vector: [0.6643916161714642, -0.6105632682051159] Predicted: -0.5495296744237113 Movie Vector: [-0.3484335880204674, -0.31789213313631803] User Vector: [-0.010472984619731868, 0.7250019380273657] Predicted: -0.2268232729991476 Movie Vector: [0.2568661441695867, 0.7004130332872733] User Vector: [0.46723133788563775, -0.18237589532896006] Predicted: -0.007722541847958092 Movie Vector: [0.22141252052934018, -0.5698688916986632] User Vector: [0.4891053945936583, 0.9375249290807925] Predicted: -0.4259722340536596 Movie Vector: [-0.7488004480216868, 0.21708380649249134] User Vector: [0.9011861081158348, 0.5816350649654116] Predicted: -0.5485450076158583 Movie Vector: [0.7833963761059046, 0.17250094028972443] User Vector: [0.06342769356276201, -0.002756372536461646] Predicted: 0.04921354842749517 Movie Vector: [0.16065219941995346, -0.6313880533497729] User Vector: [-0.6352776438779716, -0.019544928386339443] Predicted: -0.08971831644461048 Movie Vector: [-0.7375320648703457, -0.061094585076721] User Vector: [0.15386813308008435, 0.03632064604357154] Predicted: -0.1157016767080502 Movie Vector: [0.9102494845778083, -1.6475443685831246] User Vector: [1.9484530912305131, 0.0820060690168924] Predicted: 1.638469784818192 Movie Vector: [-0.28494956489105, 0.3717839105441753] User Vector: [0.9865712478778519, -0.3913674834009144] Predicted: -0.4266271812554387 Movie Vector: [-0.09309860372316597, -0.3594884334359755] User Vector: [0.8243209460358552, -0.04327117410802772] Predicted: -0.06118764250266713 Movie Vector: [-0.2624349907274586, 0.2684168330020134] User Vector: [0.21401624802287153, -0.3403238915226219] Predicted: -0.1475140132228307 Movie Vector: [1.2049897618344179, -1.635139404035839] User Vector: [-0.018986628676516987, -0.7586979921183108] Predicted: 1.2176982895085677 Movie Vector: [-0.2505790557313099, -0.7278356178347896] User Vector: [0.15838926507466886, -0.5729465218962406] Predicted: 0.37732185327025747 Movie Vector: [-0.35042562350124745, -0.17999165522825805] User Vector: [-0.7999760212390615, 0.3053786519811457] Predicted: 0.22536648698728473 Movie Vector: [0.38819383747526875, -0.3063932393196959] User Vector: [0.14947600187426513, 0.07686312473933285] Predicted: 0.03447532100491339 Movie Vector: [1.3820215897841779, 0.36757360719081783] User Vector: [0.6840678028202936, -0.18343772435692146] Predicted: 0.8779696063371231 Movie Vector: [-0.22475835591449347, -0.8212376558201142] User Vector: [0.29202594412622523, -0.5582894294159761] Predicted: 0.39285303119653725 Movie Vector: [0.19683701653030058, 0.05439683146322187] User Vector: [-0.13685240360319867, 0.13002811872616415] Predicted: -0.019864501170427228 Movie Vector: [-0.45545931108006465, 0.08512581747250571] User Vector: [-0.0356177441000497, -1.3318466103399593] Predicted: -0.09715209826314013 Movie Vector: [0.08147935065280562, 0.09329326895115775] User Vector: [0.9872337063472545, -0.42776931143859764] Predicted: 0.04053116391464423 Movie Vector: [0.2639880067565852, 0.27261915192881525] User Vector: [-0.3640663600996116, 0.4948216076471746] Predicted: 0.038788694303004065 Movie Vector: [0.9273684560962241, -0.5892057186665055] User Vector: [0.5003522961018786, 0.5921926175305758] Predicted: 0.11508765953909794 Movie Vector: [1.2105928278683158, 0.5660077618930917] User Vector: [0.26565693114111777, -0.6546383563427164] Predicted: -0.04892801540996894 Movie Vector: [0.1848125457763672, -0.2486705780029297] User Vector: [0.640801505536629, 1.2133388268518481] Predicted: -0.18329350981109244 Movie Vector: [0.39243741874608173, 0.4911685459334361] User Vector: [-1.7556248944404302, -1.2997781259879098] Predicted: -1.327383034038133 Movie Vector: [-0.7670606520596528, -0.12334321487813926] User Vector: [0.3431452962966871, -0.10735920405981028] Predicted: -0.2499712253530444 Movie Vector: [-0.764568204739408, -0.9799251347435781] User Vector: [-0.01514504594926842, 0.6085953201074878] Predicted: -0.5847984304685131 Movie Vector: [0.11642480144974196, 0.23738383221150353] User Vector: [0.1506438706790258, 0.43167691743137737] Predicted: 0.12001180367053532 Movie Vector: [-0.83392689999342, -0.40247865812959643] User Vector: [0.08378207020988016, 2.5360280011062937] Predicted: -1.0905652689495002 Movie Vector: [-0.943363699793506, 0.45796184212351465] User Vector: [-1.052607853966438, -0.47850950719248914] Predicted: 0.7738529441619939 Movie Vector: [-0.883598691007159, -0.6043793253576384] User Vector: [0.04311858084213534, 1.0491749785288833] Predicted: -0.6721991872955984 Movie Vector: [0.6684017181396484, -0.6925868988037109] User Vector: [-2.152111772340992, -1.0627023766444696] Predicted: -0.7024614628697567 Movie Vector: [-0.29086570932543004, 0.3920356653295438] User Vector: [-1.4851922354695204, -0.002359432433963915] Predicted: 0.431066511390414 Movie Vector: [-0.6237089836433326, -0.22102826789132102] User Vector: [0.1068796586407032, 1.43306922797518] Predicted: -0.383410612490646 Movie Vector: [-2.5834041065617317, -0.542965349575267] User Vector: [-0.2771936513723581, 0.4112128126564729] Predicted: 0.49282890869434026 Movie Vector: [0.597060347302435, 0.5063469159886216] User Vector: [-1.0266750953568768, -0.19559710864535423] Predicted: -0.7120269817394038 Movie Vector: [0.5408533817624112, -0.2616481781065132] User Vector: [-0.6732490295578499, 0.6506491943447825] Predicted: -0.5343701906914076 Movie Vector: [1.200803529099732, 1.1715470301149808] User Vector: [0.02652241097523205, -0.6376230858563446] Predicted: -0.7151572278684579 Movie Vector: [-2.2631210902222327, 0.11560895752120398] User Vector: [2.2550363511281697, 1.046889808027241] Predicted: -4.982390486110346 Movie Vector: [-1.838063781407491, -1.7634453326683297] User Vector: [0.11753973795949928, -0.6915986603176141] Predicted: 1.0035508943972833 Movie Vector: [1.5990057020497659, 0.4047632571002871] User Vector: [1.1754788502208802, -0.6889608098959276] Predicted: 1.6007313627141628 Movie Vector: [-0.17686356438523892, -0.28210091869969733] User Vector: [-0.3361539059727377, 0.3988208778566368] Predicted: -0.053054358047618176 Movie Vector: [0.23785729934782326, 0.13881385873464258] User Vector: [-0.2115449648735787, -0.42431626253164273] Predicted: -0.10921849176133853 Movie Vector: [-0.5499590827811529, 0.5993890567000053] User Vector: [-0.6022931562148875, 0.08426299860590965] Predicted: 0.3817429110064152 Movie Vector: [0.14486010784397388, -0.35526250384516406] User Vector: [0.8708094353326435, 0.17846512447431973] Predicted: 0.06274358174405104 Movie Vector: [-0.5642988058281879, -0.34864734770344036] User Vector: [-0.7066647869205385, 0.42442653436020195] Predicted: 0.25079490988044323 Movie Vector: [-1.0163167606270989, -0.6139467986097127] User Vector: [0.5599048358886214, 0.03782339065307543] Predicted: -0.5922622186737914 Movie Vector: [0.5446746607268246, -0.9022723054439429] User Vector: [0.946327260011034, 0.7775637749657569] Predicted: -0.1861337805849932 Movie Vector: [1.4286393461320657, -0.7880673807251015] User Vector: [-0.4781788433547969, 0.5169034551705171] Predicted: -1.0904998621085689 Movie Vector:
avg loss: 14.669289402052842: 22%|█████████▊ | 15220/70000 [00:25<01:23, 653.18it/s]
[0.43354378111104314, 0.31105835728136005] User Vector: [-0.31700930763764457, 0.5434172006518223] Predicted: 0.03159704787257275 Movie Vector: [-0.3870933319633162, 0.8149069036395195] User Vector: [-0.07674750857200976, 0.6645366140283887] Predicted: 0.5712439233059872 Movie Vector: [0.36234778372007936, -0.48462761288722994] User Vector: [1.50024831758385, -0.07887196652576746] Predicted: 0.58183518576739 Movie Vector: [-0.8147344856387202, 0.17846306472858425] User Vector: [-0.5325381722113176, -1.1331533990814031] Predicted: 0.23165118541189236 Movie Vector: [-0.0466677210266271, -0.2941722513228534] User Vector: [0.083663533978735, 1.1632802963386577] Predicted: -0.3461091701572804 Movie Vector: [0.43709629280231205, 0.7842527006076168] User Vector: [-0.4115292758336607, 0.3468780846527679] Predicted: 0.09216215382401755 Movie Vector: [0.2817846096742813, 0.5103823487593283] User Vector: [1.0244205451297022, 0.6481995627410008] Predicted: 0.6194955587482092 Movie Vector: [0.391523304256869, 0.5798192359658373] User Vector: [-0.005951855901235689, 0.9990189774898817] Predicted: 0.5769201299546427 Movie Vector: [-0.29610966653490384, -0.5559459746076495] User Vector: [-0.6955017280429064, -1.2320980170666818] Predicted: 0.8909247176755232 Movie Vector: [0.9050019431554528, -0.5522266232998922] User Vector: [-0.1965704005350554, 0.1031845373413187] Predicted: -0.23487784308382886 Movie Vector: [-0.24253602303862143, 1.4990567277457822] User Vector: [-0.49685324530701264, 0.770598556516428] Predicted: 1.2756757606877351 Movie Vector: [-1.1804913873612568, 0.23207163062835173] User Vector: [0.592514423846742, 0.12211465575456923] Predicted: -0.6711188269538134 Movie Vector: [-0.906984267777005, 0.1303416706859986] User Vector: [-1.236975130889109, 0.08225051419835634] Predicted: 1.1326376527832198 Movie Vector: [0.9721564706175033, -0.7298176258020869] User Vector: [-1.0963705417778922, -1.8372658267918591] Predicted: 0.2750252672927471 Movie Vector: [-0.5440681858539199, -0.4454470239144573] User Vector: [0.8165659427527207, -1.034054195860552] Predicted: 0.016348813008771668 Movie Vector: [-0.3398379517803742, 0.000737167633033663] User Vector: [0.3798658740660377, 0.09763855495808375] Predicted: -0.12902086461141252 Movie Vector: [-0.5843384888529113, 0.40760195707169816] User Vector: [-0.16017005576842344, -0.18454668078234515] Predicted: 0.018371940089237246 Movie Vector: [-0.26586330312487905, 0.5056280289349527] User Vector: [-0.48357748674305645, 0.9936839794280767] Predicted: 0.630999979844795 Movie Vector: [0.14012383736873207, -0.637106847541331] User Vector: [-0.34192869372855944, 0.22169459694321592] Predicted: -0.18915550644716195 Movie Vector: [-0.9827524029491203, 0.20557598466433796] User Vector: [0.3961234517929467, -0.6299756383038151] Predicted: -0.51879913627287 Movie Vector: [0.23438664940374648, 1.3223034317004778] User Vector: [0.6248237499380637, -0.07459761843865625] Predicted: 0.047809658357749085 Movie Vector: [0.8373308873063774, 0.7502448472070624] User Vector: [-0.051108120152566654, 0.10594630032994945] Predicted: 0.03669125830728689 Movie Vector: [0.2940412301061466, -0.2658422459463354] User Vector: [0.19504139757863434, 1.4409347100798913] Predicted: -0.3257111071240263 Movie Vector: [-0.6894124091861826, 0.2994699852702265] User Vector: [0.15755800846191276, 0.37231291600701283] Predicted: 0.00287409727223098 Movie Vector: [0.3129675646158183, 0.49636933226768365] User Vector: [0.09483717621289536, 0.2204148428046811] Predicted: 0.1390881284192371 Movie Vector: [0.44544395872515025, -0.7196123968406778] User Vector: [1.592044661490081, -0.02533083323908968] Predicted: 0.7273950581025362 Movie Vector: [0.21222791329446739, -0.07415389109413946] User Vector: [0.4846005558291001, -0.8614647021139961] Predicted: 0.16672672444695552 Movie Vector: [-0.48181807688208184, 0.2576538398370049] User Vector: [0.2558485333398906, -0.8799082688169302] Predicted: -0.3499841924719409 Movie Vector: [0.48820532274619266, 0.27608768326599253] User Vector: [0.9830753518267824, -1.192574569523344] Predicted: 0.15068746940078281 Movie Vector: [-1.0242171524021664, -0.9802109947034008] User Vector: [0.6837378466172527, 0.537875592206218] Predicted: -1.2275275995150494 Movie Vector: [1.0286842864489578, 0.9943181606861566] User Vector: [0.7747256924016445, 0.6753157849791269] Predicted: 1.468426895284634 Movie Vector: [0.5430368839851563, 0.028367854820981787] User Vector: [0.47413757071210433, 0.6454305524358837] Predicted: 0.27578366918832004 Movie Vector: [-0.3308210364272895, -0.6174380001334842] User Vector: [0.4888920640317935, 0.3514014857006652] Predicted: -0.37870440989902854 Movie Vector: [0.24665374730669903, -0.31295150411229744] User Vector: [0.2332544410932303, 0.3212092913175309] Predicted: -0.04298984888109148 Movie Vector: [-0.5244211805468284, -1.1952732794089804] User Vector: [1.2850055850301898, 0.461918270310943] Predicted: -1.2260027116842847 Movie Vector: [-0.5273885854203135, -0.703235113523513] User Vector: [0.2808867372891855, 0.707548261873474] Predicted: -0.6457092413042276 Movie Vector: [0.4030957270218454, 0.3081183460738782] User Vector: [-0.6809858420707238, -0.2033410130789836] Predicted: -0.33715557973996524 Movie Vector: [0.5120217436939279, 0.7138084894814143] User Vector: [0.6668752047923953, 1.2305790143072228] Predicted: 1.219852352574214 Movie Vector: [0.13594816707296592, 0.29332893141886507] User Vector: [-0.8877085752931698, -0.35649696258734986] Predicted: -0.22525322679587884 Movie Vector: [-0.12926794961500498, 0.18653221709056406] User Vector: [0.9220448911387779, -0.23170131888152765] Predicted: -0.1624106132442794 Movie Vector: [0.09205818176269531, 0.5363941192626953] User Vector: [0.14580701247311453, 0.07861856487278734] Predicted: 0.0555932643191614 Movie Vector: [-0.20364482469307357, -0.2813193430616999] User Vector: [1.493302097907086, 0.9309974186199346] Predicted: -0.5660108261403859 Movie Vector: [1.3947997616945198, 1.5465318719139416] User Vector: [0.425317629678734, -0.1699879731402896] Predicted: 0.33034111021686735 Movie Vector: [1.1753619748582784, -0.30064772104943105] User Vector: [0.4589941679526818, 0.7553613400140147] Predicted: 0.3123866262492384 Movie Vector: [0.40814120223667294, -0.2961359621203333] User Vector: [0.6871228546995002, 0.2231621477146985] Predicted: 0.21435681067901657 Movie Vector: [-0.1457172446258837, -0.17832971159199376] User Vector: [-0.08305927450225291, -0.2088739201600841] Predicted: 0.04935159456233014 Movie Vector: [-0.3882676154820239, 0.6343986979662684] User Vector: [-0.6074688807971149, 0.16614974940753863] Predicted: 0.3412656785181939 Movie Vector: [1.1232953140187694, -0.7302178818436249] User Vector: [-1.4646623449639247, -0.5861980692364376] Predicted: -1.217196036259065 Movie Vector: [-0.5293905631039848, 0.39165673574529797] User Vector: [-0.1357018145813691, -0.09047098455355662] Predicted: 0.036405689545554266 Movie Vector: [-0.46073566156697293, -0.6682669559723041] User Vector: [0.17745010756222057, 0.37067340346882827] Predicted: -0.32946637969881776 Movie Vector: [0.6803552970042563, -0.7907883059949515] User Vector: [0.14694129485928162, 0.34533624598095064] Predicted: -0.1731155766517553 Movie Vector: [0.33667994802797874, -0.5751822023844695] User Vector: [0.1650358719507753, -0.29022707559088845] Predicted: 0.22249771732111032 Movie Vector: [0.4943677858784644, -0.21672302532851254] User Vector: [-0.5265868497981858, 0.9543748025940162] Predicted: -0.4671625695229218 Movie Vector: [-1.1198936330365645, -0.22389859135962464] User Vector: [-0.2152056361787728, 0.37184192712204406] Predicted: 0.15775253805911715 Movie Vector: [-0.6406034321147802, 1.0441497964304491] User Vector: [0.7750176721139347, 0.15938810045415996] Predicted: -0.3300539280631468 Movie Vector: [-0.10744558395869985, 0.121079813125896] User Vector: [-0.1475974505527238, -0.204845095175768] Predicted: -0.00894391157818563 Movie Vector: [1.2812276272314382, 1.0455781760108507] User Vector: [0.16107547412866938, 0.31526842812761585] Predicted: 0.5360121355585346 Movie Vector: [-0.25648905665539085, -0.5640103214112983] User Vector: [1.6890363173194718, -0.16814941840717354] Predicted: -0.3383813241650139 Movie Vector: [0.6864785728648821, 0.10953583596571176] User Vector: [-0.6427253919769268, -3.46980255041744] Predicted: -0.8212849328242757 Movie Vector: [-0.5223072779289042, -0.11437845366240591] User Vector: [0.3223410393286613, 0.618301510596089] Predicted: -0.23908144149563726 Movie Vector: [-0.30344454505655416, 0.010091521064365741] User Vector: [0.8782299061804957, -0.13179680554681] Predicted: -0.2678241045753925 Movie Vector: [-0.9813248847945883, 0.09475749131604261] User Vector: [0.7435170067689961, -1.0938618302345358] Predicted: -0.8332833438898017 Movie Vector: [0.5470342716921951, -0.6432649680634166] User Vector: [0.41925392942221906, 0.6773240466282563] Predicted: -0.20635256328733478 Movie Vector: [-0.32248807074512603, -0.3404770712722935] User Vector: [0.7296504832932065, -1.6116852077774246] Predicted: 0.31343828268146035 Movie Vector: [-0.5981207051724354, -1.906836622111893] User Vector: [-0.10103656017263023, 0.623268131297482] Predicted: -1.1280384395346317 Movie Vector: [0.743844301724846, -0.83826346959501] User Vector: [-0.8334322984415385, -0.6957655795606578] Predicted: -0.03670899732187971 Movie Vector: [0.3859451042605334, 1.0769527934288414] User Vector: [0.3479332798789285, -0.25637327700874013] Predicted: -0.14181877085648642 Movie Vector: [0.04343887521936224, 0.1431325957938815] User Vector: [0.5928814109261167, 0.015804092068170544] Predicted: 0.028016182350981755 Movie Vector: [-0.9799704851932244, -0.3205754309622623] User Vector: [-0.07009012145451352, -0.45310744315088514] Predicted: 0.2139413641893354 Movie Vector: [0.06383784083674579, 0.2129729794268386] User Vector: [0.34512018451480697, -1.1585741672801844] Predicted: -0.22471326488402477 Movie Vector: [-0.9992070517324205, -0.8849761006499648] User Vector: [0.8682708216164018, 0.2204975654484045] Predicted: -1.0627174034459506 Movie Vector: [0.837715279536184, -0.9551102587894311] User Vector: [-0.900073694377167, -0.08823069378370281] Predicted: -0.6697354457154109 Movie Vector: [-0.9258071361664039, -0.6078325794345795] User Vector: [0.6309551038025033, 0.7574343541825973] Predicted: -1.0445360149561447 Movie Vector: [-0.3976125049994501, 0.07612637567165913] User Vector: [-0.6652755882490988, -0.36049675011865523] Predicted: 0.23707858213076197 Movie Vector: [1.2626542613841867, -0.7554930931353829] User Vector: [-0.005433566029883985, 0.14642316453000195] Predicted: -0.11748240477958763 Movie Vector: [0.27117802002966185, -0.23054663834468303] User Vector: [-0.5939720770583984, 0.3939642999116457] Predicted: -0.25189931678204863 Movie Vector: [0.5954522626217855, 0.8677621003033139] User Vector: [0.3168599997644082, 1.2620414006400147] Predicted: 1.2838267002831705 Movie Vector: [0.3185048633099573, 0.2271748182906831] User Vector: [-0.955704722488684, 0.3538200394123012] Predicted: -0.22401759883984712 Movie Vector: [0.016344939835890304, -1.42209743723188] User Vector: [0.5948546343747976, 0.9583013262741689] Predicted: -1.3530749969804505 Movie Vector: [-1.4395156587960458, 2.751740167468302] User Vector: [-1.7648903860972345, 1.10435858422345] Predicted: 5.579495222341661 Movie Vector: [-1.2165355682373047, -1.826791763305664] User Vector: [1.185276345132689, 0.23461300491156767] Predicted: -1.8705199369810748 Movie Vector: [-0.7866250343627738, -0.11244958161459907] User Vector: [0.9867688471457521, -0.40880996676362735] Predicted: -0.7302465685716938 Movie Vector: [-0.17691805091698506, -0.11175392880360106] User Vector: [-0.28325082162217496, -0.15442210997116956] Predicted: 0.06736946076544975 Movie Vector: [-0.09929729291430862, 1.357271388843465] User Vector: [0.05046128797867244, 0.027754783491312038] Predicted: 0.03266010424305125 Movie Vector: [0.7918186471527817, 0.17213493428660093] User Vector: [0.6709167631493195, -0.19395573902830882] Predicted: 0.49785784535687033 Movie Vector: [0.24170421127335462, -0.6346950007784802] User Vector: [1.1284772234374203, -0.27846086554636074] Predicted: 0.44949541650561053 Movie Vector: [1.1788769082731538, 0.5827270206587217] User Vector: [0.21347337607026828, 0.26800489862932486] Predicted: 0.40783252968055933 Movie Vector: [0.650029357282399, 0.7420290061024449] User Vector: [-0.4012086439701424, -0.699871951972349] Predicted: -0.7801226858970747 Movie Vector: [-1.6763550868312507, -0.4906738230908599] User Vector: [-0.6113890498616503, -0.28077916030510575] Predicted: 1.1626761277996502 Movie Vector: [0.5440254581981226, -0.7767597111311615] User Vector: [-0.2871733047960907, -0.2797442724838166] Predicted: 0.06106449156116392 Movie Vector: [-0.5068619306814067, 0.027818770040725534] User Vector: [-1.5046676186773018, -0.21432926430987956] Predicted: 0.7566963577197374 Movie Vector: [0.7840432418266766, 0.5721420268793685] User Vector: [1.8737652094636261, 0.921053628172113] Predicted: 1.9960864389368922 Movie Vector: [0.04211006042702378, -1.7301430683595624] User Vector: [0.23096366916843844, -0.12539798952365233] Predicted: 0.2266823564257022 Movie Vector: [0.8585867377617629, -0.6935535184443388] User Vector: [-0.997453772695805, -0.2713804836880083] Predicted: -0.6681836914681095 Movie Vector: [-1.1329942526374972, 0.18133422932380283] User Vector: [0.3956154023253665, -0.06142221434838748] Predicted: -0.4593679269917377 Movie Vector: [-0.7709500066036786, -0.4673487999217692] User Vector: [-0.7987305448323244, -0.7348721672081509] Predicted: 0.9592229442536793 Movie Vector: [-0.44631258486484, 0.03139148496116505] User Vector: [0.5134878432125353, -1.0873139997872827] Predicted: -0.263308487673245 Movie Vector: [1.2064311093011983, 1.0362548405280707] User Vector: [-1.4732203080982005, -0.5881676263830826] Predicted: -2.38683036042534 Movie Vector: [0.5066358160053851, -0.4458652251945466] User Vector: [-0.12616851284150238, -0.3193213111169284] Predicted: 0.07845278083292669 Movie Vector: [-0.40646670908538385, -0.6247980027460284] User Vector: [-0.43152557719161944, 0.45731154326708423] Predicted: -0.11032655761872984 Movie Vector: [0.4019571223394909, 0.38874206658173915] User Vector: [0.03673929477269514, 1.062241651841907] Predicted: 0.4277056361498381 Movie Vector: [0.326196309240673, 0.9524928784367759] User Vector: [-1.0725412362632494, -0.03535864767067834] Predicted: -0.3835378528749768 Movie Vector: [2.0211431995770455, 0.5014640187015349] User Vector: [0.14392659883247388, 0.2370877178016148] Predicted: 0.4097872262220813 Movie Vector: [-0.2933588233261794, -0.22925635405308992] User Vector: [-0.008395733008524815, 1.5098573110869173] Predicted: -0.34368141992384704 Movie Vector: [-0.034070091705196634, -0.11901142230596062] User Vector: [1.2936524798327742, -0.06323021496139157] Predicted: -0.036549740807290815 Movie Vector: [-0.3110439056360487, -1.3500390066952361] User Vector: [1.026619021235047, -1.0170552966797195] Predicted: 1.0537407325184105 Movie Vector: [-0.6534852590220357, 0.1683830215076884] User Vector: [-0.31499537806293243, 0.5200824134781182] Predicted: 0.29341788443865596 Movie Vector: [-0.028745932559181873, 0.3583197460349119] User Vector: [-0.6825015795636671, 1.543955748759821] Predicted: 0.5728489761624336 Movie Vector: [-1.3382790545078425, 0.46827057935038413] User Vector: [-0.3669185468747148, 0.24958229959140626] Predicted: 0.6079114540181537 Movie Vector: [-0.47931579562297505, 0.1674207939506591] User Vector: [-1.0771937851881777, 0.8331211304324107] Predicted: 0.6557977973016603 Movie Vector: [0.5561158186785484, -0.24807711356570422] User Vector: [0.7956518679258658, 0.618630370023448] Predicted: 0.28900655335520864 Movie Vector: [0.09260521032829086, 0.8684314285247694] User Vector: [0.8366201283036712, 1.0993346789424008] Predicted: 1.032172168607211 Movie Vector: [-1.4065044405501799, -1.207125842625437] User Vector: [-0.5029266123010492, 0.145372192985914] Predicted: 0.5318859825198553 Movie Vector: [-0.4202227244754823, 0.04581655003218815] User Vector: [0.5297294686874371, -0.8244676486393117] Predicted: -0.2603786238405881 Movie Vector: [0.7775568512637975, -0.5308732252041054] User Vector: [0.19920257283366716, 0.5913357990710534] Predicted: -0.15903301753530344 Movie Vector: [-0.018331292234262643, -1.7067401731581557] User Vector: [0.7228053770962257, -1.078518659958266] Predicted: 1.8275011678554256 Movie Vector: [-0.32469356330744953, -0.22613762021192074] User Vector: [-0.006487618278205279, 0.8914456867158805] Predicted: -0.19948291824598166 Movie Vector: [-0.957036166586833, 0.08545458863047123] User Vector: [1.1075627425451386, 0.8001412314228402] Predicted: -0.9916018616022815 Movie Vector: [0.4794845632933593, -0.7344564501687859] User Vector: [0.8156857299170752, -0.07661496435596711] Predicted: 0.4473790707446055 Movie Vector: [-0.6811859132500298, 0.172049012603052] User Vector: [-0.16318218097195772, 0.1326512639572591] Predicted: 0.1339799219559079 Movie Vector: [0.662801544759049, 0.009795719414544157] User Vector: [1.0805188882873533, -1.0520639030051342] Predicted: 0.7058638654981795 Movie Vector: [-0.13832295399053435, 0.21571597100018863] User Vector: [-0.06677125847285777, 0.04362541344593701] Predicted: 0.01864669613540617 Movie Vector: [-2.58973041386186, -0.5335803632823436] User Vector: [-0.2750655983962066, -0.22197291549627798] Predicted: 0.8307861348631133 Movie Vector: [-0.8810757994381055, 0.037299690619377324] User Vector: [-0.65595108237504, -0.6842055733720599] Predicted: 0.5524219680890474 Movie Vector: [0.6021084970029111, 0.9801953905913589] User Vector: [0.5626841284270644, 1.4512800551265679] Predicted: 1.7613349153468478 Movie Vector: [0.15484978095704172, -1.1864790257631337] User Vector: [0.031149448130715376, -0.4357118046275481] Predicted: 0.5217864026879642 Movie Vector: [-0.48205285338141624, -0.4503820434474914] User Vector: [0.15128502374210637, -0.7123215771551905] Predicted: 0.24788947014213694 Movie Vector: [-0.5491926400060954, -0.027261036760736268] User Vector: [0.8519974716501674, 0.5648809876982109] Predicted: -0.48330998210515574 Movie Vector: [0.0855606147055553, -0.6495130050866704] User Vector: [-0.9330011549817809, -0.3234443437763211] Predicted: 0.13025315536321017 Movie Vector: [-2.286214112104787, -1.8010316304814893] User Vector: [1.070842440406814, 0.6567335559602747] Predicted: -3.6309730061818275 Movie Vector: [0.7056529229547369, -0.4924380450961767] User Vector: [0.19458966723216786, 0.3068307814091141] Predicted: -0.013782382713267621 Movie Vector: [1.0557148640690366, -1.0703027010696442] User Vector: [0.2787686828986455, 0.5336181604616094] Predicted: -0.2768327163088274 Movie Vector: [0.6889854677243094, -0.14476911735834358] User Vector: [0.789154131001627, 0.37548797645301973] Predicted: 0.48935666512495274 Movie Vector: [-0.4181785143622672, -0.5793698410986996] User Vector: [-0.3736798291944583, -0.25636585284362795] Predicted: 0.30479551924482967 Movie Vector: [-0.6428847782647934, -1.4321822681797012] User Vector: [-0.14987227224649283, -0.6857988102252512] Predicted: 1.078539498054568 Movie Vector: [0.11958550345582941, 0.8723303895956789] User Vector: [-0.9033443453697068, -1.506867469714428] Predicted: -1.4225131752600548 Movie Vector: [-1.0961777475996664, 0.3884934504216352] User Vector: [0.20650058234893254, -1.065251484230117] Predicted: -0.6402045679125986 Movie Vector: [-1.1893992072086614, -0.24582021009422586] User Vector: [1.074982435517336, -0.9767631086972419] Predicted: -1.0384751439753104 Movie Vector: [0.1886193694134438, -1.899381282466533] User Vector: [0.10769978250637356, -0.14127222976514672] Predicted: 0.2886440940105483 Movie Vector: [0.4675613675868116, -0.3820344973974733] User Vector: [-0.2338947380358404, -0.5032626136642729] Predicted: 0.08290353608277272 Movie Vector: [0.8255800222929944, -2.0307127762024444] User Vector: [-0.31551366920816154, 0.10159231230743274] Predicted: -0.466786588625271 Movie Vector: [-0.5274173855977619, -0.13853653874149904] User Vector: [0.6233404955506676, 1.5500248689940355] Predicted: -0.5434956948142255 Movie Vector: [0.34668780228115476, 1.4616295773172296] User Vector: [0.475254386188554, -0.18870617433276296] Predicted: -0.11105362715495881 Movie Vector: [0.5893611907958984, -0.7440090179443359] User Vector: [-0.28118824697243205, 0.41278725217968665] Predicted: -0.47283887818763337 Movie Vector: [-0.7213028833360102, 1.2280422260953843] User Vector: [0.655961680054147, 0.10106849545173871] Predicted: -0.34903067103832525 Movie Vector: [0.1339914794886309, -0.807107409993709] User Vector: [0.2383878969884053, 0.23840672900604237] Predicted: -0.16047789056347914 Movie Vector:
avg loss: 14.656610119820161: 22%|█████████▊ | 15294/70000 [00:25<01:21, 672.18it/s]
[0.043737401691155184, -0.6349850496724574] User Vector: [-0.16811679595729517, -1.2991949185369027] Predicted: 0.8176163580455452 Movie Vector: [-1.997880621202622, 0.5840929876379289] User Vector: [0.031883086121082926, -0.9531695628872852] Predicted: -0.6204382576178191 Movie Vector: [-0.7052306395187027, -0.9481277895360154] User Vector: [-0.6243921085459344, 0.3096325638766271] Predicted: 0.14676920766356505 Movie Vector: [-0.40627484252761786, 0.639323882376084] User Vector: [-0.990852872588448, 0.04037839538018964] Predicted: 0.42837346727748893 Movie Vector: [-0.25120417839533304, 0.7012749238819384] User Vector: [-0.9153134584946362, 0.04276812771481209] Predicted: 0.2599227808231137 Movie Vector: [-0.2367841749859709, 0.7321989768897771] User Vector: [-0.07180949173140203, 0.007785902355016611] Predicted: 0.022704180994288795 Movie Vector: [-0.810970707314671, -0.4699764058340341] User Vector: [-0.060109239992647445, -0.8187022720301407] Predicted: 0.4335175841298678 Movie Vector: [-0.9851751475459266, 0.5341521652688951] User Vector: [-0.9389162142338473, -0.8198525210571017] Predicted: 0.4870709205672801 Movie Vector: [0.18857980876890718, -0.0903119503665116] User Vector: [-0.39526026877245213, -1.211462760143874] Predicted: 0.034871458765934824 Movie Vector: [0.21865019802080468, -0.13854725421587474] User Vector: [-0.15427517058138512, 0.48129934367913635] Predicted: -0.10041499911996024 Movie Vector: [-0.7941762020853622, -0.013107116614475715] User Vector: [-0.17512649431684074, 1.3572993153243376] Predicted: 0.12129101373436821 Movie Vector: [0.18630087676703472, -1.508330061006916] User Vector: [0.5742406716567507, -1.0775163761418602] Predicted: 1.7322318819669464 Movie Vector: [0.18428735772243449, -0.2057839838133079] User Vector: [1.025950177918209, -0.5591407719946094] Predicted: 0.3041318630169075 Movie Vector: [0.044940733612607364, 0.8021735153618184] User Vector: [0.8930079615630295, 1.7454994250086562] Predicted: 1.440325842735768 Movie Vector: [0.8712432598223817, 0.025042991502088746] User Vector: [-1.258712083506662, -0.157841456425191] Predicted: -1.1005972410640996 Movie Vector: [0.2573807998924804, 0.017075002355790916] User Vector: [-0.368411599791252, 0.34736921174910973] Predicted: -0.08889074213499552 Movie Vector: [-1.0796431995135707, -0.14980195626981624] User Vector: [-0.17340717435238673, 1.029561243492076] Predicted: 0.032987588161720816 Movie Vector: [-0.20992930519006195, 0.10428380671946907] User Vector: [-0.17920340149909741, -0.5418900823411634] Predicted: -0.01889031504566184 Movie Vector: [1.270950550363996, 0.41727277471456126] User Vector: [0.1699897562469668, 0.42733622456605885] Predicted: 0.39436434641904816 Movie Vector: [0.34164847766351253, 1.1790109724216187] User Vector: [-0.9219519762983406, -0.4073215491367325] Predicted: -0.795220064917174 Movie Vector: [1.0423378996250814, -0.5883976853111279] User Vector: [0.3640967223249534, -0.04153728959991809] Predicted: 0.40395225786325817 Movie Vector: [0.008661813039026772, 0.3439670314619972] User Vector: [0.366549819800208, -0.027083439165135316] Predicted: -0.006140824162814831 Movie Vector: [0.3144536776175396, -0.11503834225203499] User Vector: [0.6459727634105381, 0.5785713414028404] Predicted: 0.13657062310568963 Movie Vector: [0.5832523415638962, -0.4176912630525408] User Vector: [0.24563823663040238, -0.20145490134031407] Predicted: 0.22741502888126935 Movie Vector: [-0.3259195722037236, -0.05767512818608775] User Vector: [-0.23080215087405764, -0.3486959868865307] Predicted: 0.09533402401822716 Movie Vector: [-0.586521635218439, -0.12753548120451846] User Vector: [0.368111339727419, 0.034925677345634794] Predicted: -0.2203595279860454 Movie Vector: [-0.6874742908273485, -0.43622541361856193] User Vector: [-2.019850340736006, -0.8666829953770996] Predicted: 1.7666643287094133 Movie Vector: [-0.4052546140488139, 0.7084729483897241] User Vector: [-0.127637427736742, 0.1324457318016156] Predicted: 0.145559874626762 Movie Vector: [-0.6214329529575542, -0.3010850360451258] User Vector: [-0.4159534537000115, -0.657564752283116] Predicted: 0.45647009016885765 Movie Vector: [0.032988279884158186, -0.6414871285079179] User Vector: [-0.9005149482128925, -0.055089308587187774] Predicted: 0.005632643225566555 Movie Vector: [0.350462080445058, -0.4182200292634698] User Vector: [0.7016067739331755, 0.266827289946725] Predicted: 0.1342940526371545 Movie Vector: [-0.5910385775689727, 0.17620113718010677] User Vector: [-0.30512936233382737, 0.17842297404921084] Predicted: 0.21178155521484066 Movie Vector: [0.35193954622712503, 0.178010486640439] User Vector: [-0.43352063987208644, 0.010174401396131572] Predicted: -0.15076190713287446 Movie Vector: [-0.4377981087448981, -0.7738815363852279] User Vector: [0.059402582661424536, -1.0971610052465193] Predicted: 0.8230663060584034 Movie Vector: [0.2839241487895807, -0.47254876085462555] User Vector: [1.3956729542419144, -0.5713046605217701] Predicted: 0.66623456492181 Movie Vector: [0.7804051110046724, -0.0363049276921079] User Vector: [-0.0976739491517377, 0.18565585636168128] Predicted: -0.0829654715708538 Movie Vector: [1.3100515048700385, 0.46818248343784585] User Vector: [0.2258148705450968, 1.4131124581935828] Predicted: 0.9574236110336678 Movie Vector: [0.08734990240273216, -0.38950726779169365] User Vector: [0.0030688881196486856, -0.7397541740846011] Predicted: 0.28840769426293006 Movie Vector: [-0.5137823146044261, 0.8902731327436927] User Vector: [-0.0818133695045917, 0.10525492535279585] Predicted: 0.13573989448019336 Movie Vector: [-0.5765803364694649, -0.19946931902626913] User Vector: [-0.28300765504695113, 0.9474012968085123] Predicted: -0.025800842548592884 Movie Vector: [-0.09255918222884084, 1.360977493279299] User Vector: [0.9624368464582825, -0.4545437175359492] Predicted: -0.7077061367330131 Movie Vector: [0.31441310787271537, 0.8138704290954842] User Vector: [-0.25898721937119557, -0.6934801347722657] Predicted: -0.6458319513981083 Movie Vector: [2.2032364935082, 0.44370551630508415] User Vector: [1.2302845478693452, -0.14621512573268478] Predicted: 2.6457313554101436 Movie Vector: [0.6984432146857285, -0.6869685169201982] User Vector: [-1.349345071392971, 0.5560384877144182] Predicted: -1.3244218446397742 Movie Vector: [-0.20144250150219925, -0.6078480357035309] User Vector: [-0.3611278271376634, -1.0305383502959597] Predicted: 0.699157204805221 Movie Vector: [0.07566617621219447, -0.5953147561722893] User Vector: [-0.11896111900393538, 0.13497245902435623] Predicted: -0.08935242952701056 Movie Vector: [0.23954199461891967, 0.2592815280593769] User Vector: [-0.9605027692869363, -0.5118720556250034] Predicted: -0.362799717945334 Movie Vector: [0.5060461861837795, -0.81375647803699] User Vector: [0.8815072701028153, 0.46515797796595776] Predicted: 0.06755807424841886 Movie Vector: [0.053985522592127216, 0.09154633217945915] User Vector: [-0.498267100786066, -0.3211053273717064] Predicted: -0.056295224790564105 Movie Vector: [-1.1377344247036218, -0.19307247326785398] User Vector: [-1.6780241171908943, 0.3796982873970538] Predicted: 1.8358365161676673 Movie Vector: [0.4828929901123047, 0.33638954162597656] User Vector: [-0.21522479664939803, -0.3824723738293795] Predicted: -0.2325902521174047 Movie Vector: [-0.8187775789421492, 0.12285082559200941] User Vector: [0.8919142186784319, 0.7885892950696676] Predicted: -0.6334005186412757 Movie Vector: [-1.4579407692452488, 0.2609036867926996] User Vector: [-0.1809754384645109, 1.1461677763284033] Predicted: 0.5628908684965159 Movie Vector: [1.538314050927808, -0.6176789440950168] User Vector: [-0.4324201453276834, 0.30356464141981465] Predicted: -0.8527034726385936 Movie Vector: [-0.2839646826281995, 0.04311243626671138] User Vector: [-0.7926420730516437, -0.67841886164312] Predicted: 0.19583406477714424 Movie Vector: [0.0537748488663847, -0.5704770082769175] User Vector: [-1.3331027432827771, 0.30006971004015354] Predicted: -0.2428702690016231 Movie Vector: [-0.8745330540806007, -0.3837913736670297] User Vector: [0.013489257203287808, 0.5226700894353784] Predicted: -0.21239307289834317 Movie Vector: [0.003443807710302206, -0.2943804842033323] User Vector: [0.2776919814530892, 0.3465667633825128] Predicted: -0.10106617382650857 Movie Vector: [-0.23427409878446084, 0.030668004256512504] User Vector: [-0.44629381616593305, 1.203992269484265] Predicted: 0.1414791216207034 Movie Vector: [-0.3664738109602841, -0.11894448920416278] User Vector: [0.13083904998852766, 0.7602684234219294] Predicted: -0.13837882455369438 Movie Vector: [1.1290346765374357, -0.09473342021806568] User Vector: [0.7147923098134299, 0.5533947030098407] Predicted: 0.7546003313549694 Movie Vector: [0.7665879149202102, -0.21950620971150453] User Vector: [0.009685708672928298, -0.4578613748237498] Predicted: 0.1079283621769645 Movie Vector: [1.597582390173882, -2.0801748825924564] User Vector: [0.3254183919767612, -0.7313894078844482] Predicted: 2.0413005681361733 Movie Vector: [0.5731807042580174, -0.7432570534366998] User Vector: [1.3391730224277725, 0.650869800808091] Predicted: 0.2838245657989349 Movie Vector: [0.09838854619786488, 0.09698569010333007] User Vector: [0.20711669153887174, -0.36211772019444954] Predicted: -0.01474232681788206 Movie Vector: [-2.369718551635742, 0.5268001556396484] User Vector: [0.5986908944655136, 0.03494654119965866] Predicted: -1.4003190759672763 Movie Vector: [0.12729444291379766, 0.965130679383601] User Vector: [-0.25404763065040126, -0.626102578348777] Predicted: -0.6366096584227925 Movie Vector: [-0.5540330918455841, 0.11793178310936092] User Vector: [-0.10353343577006219, 0.1058846852208553] Predicted: 0.06984811926115261 Movie Vector: [-0.8116806254278751, 0.6620542704590435] User Vector: [-0.18908420642133905, 0.29651519723391856] Predicted: 0.3497851395113273 Movie Vector: [0.0718187806775202, -0.35169921884077515] User Vector: [0.4372339700512424, -0.007185953022696562] Predicted: 0.03392890466458051 Movie Vector: [0.5491933615886784, 0.2946181777953964] User Vector: [0.8074620755843628, 0.07334490043167805] Predicted: 0.46506155256131343 Movie Vector: [0.030457430247670655, 1.198085926931975] User Vector: [-1.3540044951414885, 0.09906867014428261] Predicted: 0.0774532820339265 Movie Vector: [-0.18018490722998567, 1.041904369080699] User Vector: [-0.8181846269185352, 0.30246109884074673] Predicted: 0.4625600614574399 Movie Vector: [-0.742849782757868, -0.06302601423944737] User Vector: [0.6106539751639855, -0.6954111362775519] Predicted: -0.40979518061349585 Movie Vector: [0.75154196370333, -0.724482685788265] User Vector: [0.41161912583231514, -1.3146912920646285] Predicted: 1.2618201243832927 Movie Vector: [-0.2224913982795081, 0.20489941809140638] User Vector: [-0.3792868721939101, 0.20053090077970706] Predicted: 0.12547673142259166 Movie Vector: [0.49330223019821284, -0.5582555687112206] User Vector: [-0.7771104613626192, -1.0036413463530294] Predicted: 0.17693804688986342 Movie Vector: [0.9467421557990447, 1.2277625119840287] User Vector: [0.5623154737814697, -1.164708620566304] Predicted: -0.8976178178289085 Movie Vector: [-0.3479957982843918, -0.011574024757173534] User Vector: [0.6248989848430794, -0.7419301636932718] Predicted: -0.20887510299489373 Movie Vector: [0.2995872373454807, -0.24005802031567053] User Vector: [-0.6977966552502828, 0.4592948627897315] Predicted: -0.3193083876778095 Movie Vector: [-0.7022316665670393, 0.1891571659676264] User Vector: [-0.45291333545027646, 1.1486176726650374] Predicted: 0.5353193501053335 Movie Vector: [-0.0452700219917212, -0.9467131152695278] User Vector: [-0.7797149743785208, -0.02216055341813268] Predicted: 0.05627740059996714 Movie Vector: [-0.1274306442179285, 0.09334328003833584] User Vector: [-0.09519091541966787, 1.2377675723082928] Predicted: 0.1276675247999667 Movie Vector: [0.48606467161860323, 0.13219631168359383] User Vector: [0.5934370739516205, 0.1755950381762283] Predicted: 0.3116618128734364 Movie Vector: [-0.6860017218321874, 0.2576147699172845] User Vector: [-1.46343633117053, 1.1268435085226463] Predicted: 1.29421137415561 Movie Vector: [-0.3773869096737284, -1.2549170247072743] User Vector: [-0.6216134709515516, -0.07333471762961331] Predicted: 0.32661777246946844 Movie Vector: [0.26026860842858507, 0.6688897815451655] User Vector: [-0.29393262458280406, 0.16197618367287098] Predicted: 0.03184277894053815 Movie Vector: [0.35665366377007934, 0.5943385991512727] User Vector: [-0.3615154321018328, 0.9202413472977597] Predicted: 0.41799914986548836 Movie Vector: [1.9266281238933651, 0.5831391139688303] User Vector: [0.1717000439134486, 0.04043752541480913] Predicted: 0.3543828362188597 Movie Vector: [-1.8750195453524923, 0.9514200940558013] User Vector: [-0.08235990388960088, -0.3578751098787431] Predicted: -0.1860631411547096 Movie Vector: [-1.172196352832478, -0.22615440760629846] User Vector: [0.19535130725886896, 0.26296042775742395] Predicted: -0.288459749653282 Movie Vector: [1.1769521571746981, 0.4595862035125164] User Vector: [0.6213673843285994, 0.40982996303193026] Predicted: 0.9196718801790645 Movie Vector: [-0.7728456696906614, 0.3682388700750585] User Vector: [0.606904646463786, -0.18134120630920603] Predicted: -0.5358205088440289 Movie Vector: [0.1635078170441986, -0.4194513323231877] User Vector: [0.4051818005122294, 1.4772141018361853] Predicted: -0.5533690314339964 Movie Vector: [1.3414675233436364, -1.7031711194849337] User Vector: [0.1319733093156365, -0.3747255856484969] Predicted: 0.8152597036037085 Movie Vector: [-0.20172772008441653, -0.9677977054434511] User Vector: [0.5418585882263697, 0.6058296233239003] Predicted: -0.6956284169536072 Movie Vector: [-0.21014124471909132, -0.01078510699251109] User Vector: [1.177107840376639, -0.9086160188961431] Predicted: -0.237559385766444 Movie Vector: [-0.21429820135584615, -0.13213276360715304] User Vector: [-0.05851297489557722, 1.4372561127241854] Predicted: -0.1773693969094185 Movie Vector: [0.754281803570988, 0.47238413530227674] User Vector: [-0.04799161103662894, -0.12005994240493169] Predicted: -0.09291361100638061 Movie Vector: [0.7586913885446418, 0.7276419723592807] User Vector: [0.6402383144750092, -0.48502066262718047] Predicted: 0.13282190421947887 Movie Vector: [1.6293952552950077, -0.8543020660236854] User Vector: [0.4209910459229076, -0.4365690191534693] Predicted: 1.0589226277732111 Movie Vector: [-0.25246081462713177, 1.22049047203185] User Vector: [0.6121739929813574, 0.1756184937267172] Predicted: 0.05979075334442599 Movie Vector: [-0.8380428245827027, -0.683014605360249] User Vector: [-0.6519667295691214, 0.060172946078757505] Predicted: 0.5052770385627074 Movie Vector: [-0.9016673453000111, 0.159560295615207] User Vector: [-0.6340342883498078, -1.110921238465392] Predicted: 0.3944290923908032 Movie Vector: [1.2910443836703986, 0.5348370360252126] User Vector: [0.5538138132016946, 0.19165626718837564] Predicted: 0.8175030830118222 Movie Vector:
avg loss: 14.656605659273378: 22%|█████████▉ | 15427/70000 [00:25<01:25, 635.08it/s]
[-0.30068623571482384, 0.939009131135627] User Vector: [0.3364441466012805, 0.5672446117533384] Predicted: 0.431483746054043 Movie Vector: [-0.39352307242364704, 0.7262995758180586] User Vector: [0.721013265102547, -1.2453737564414804] Predicted: -1.1882497863797492 Movie Vector: [0.04705623034981847, 0.2576306106835457] User Vector: [0.4678527329316453, 0.5998585927268426] Predicted: 0.1765573215386124 Movie Vector: [-0.008988961657733552, -0.8518041371638265] User Vector: [0.2645722793484529, -0.9802200407607571] Predicted: 0.8325772559761451 Movie Vector: [0.15972528048870763, -1.2546764683145544] User Vector: [-1.2075703914116243, 1.019592689290313] Predicted: -1.472138473996189 Movie Vector: [-0.20075334090857025, -0.5131849499658387] User Vector: [-1.1061871658600806, 0.8432482634326798] Predicted: -0.21067154866188625 Movie Vector: [0.5845605195866618, 0.16134073649848366] User Vector: [0.5871356346877322, -1.4692717258072643] Predicted: 0.106162929322763 Movie Vector: [0.33476691219131083, 0.43597276775408356] User Vector: [-1.1060328888053264, -0.5466196159251139] Predicted: -0.6085744818309407 Movie Vector: [-1.0530585250525206, 0.16605913428212327] User Vector: [-1.9215594643928695, -0.6192177660764281] Predicted: 1.9206878092075046 Movie Vector: [-1.806185772299421, -0.23788022981713808] User Vector: [1.1489439521099445, -1.0510526308808785] Predicted: -1.825181578086598 Movie Vector: [1.2854075509408662, 0.33478848014618434] User Vector: [0.8203181811205262, 0.6647435244456238] Predicted: 1.2769916584225698 Movie Vector: [-1.5050094508156024, -0.5133959888524418] User Vector: [-0.03184499927351353, -0.6394542715299436] Predicted: 0.37622028292588705 Movie Vector: [1.5307530269725356, 0.04797445774933449] User Vector: [0.10945193117166702, -0.4864286205782203] Predicted: 0.144207725643022 Movie Vector: [-0.3252965731827943, -0.5176955268154173] User Vector: [0.4463795047488472, -1.825320766382549] Predicted: 0.7997546725257021 Movie Vector: [-0.8880754242930904, -0.2631151895484077] User Vector: [-0.894351937197093, -0.3120752621865366] Predicted: 0.8763637178572353 Movie Vector: [0.6074043331809224, -0.016720515620961857] User Vector: [1.3242011787888572, -0.3718454587156203] Predicted: 0.8105429818006754 Movie Vector: [-2.2096921794105615, 1.2242877651819122] User Vector: [-0.3408676727508574, 1.1747810604170468] Predicted: 2.191482709727471 Movie Vector: [0.16200118059778992, -0.09599513900796637] User Vector: [-0.7504964584724523, -0.3441804725868465] Predicted: -0.0885416599971956 Movie Vector: [-0.9760083036268044, 0.029304012933629803] User Vector: [0.8506333933528517, -0.23214454583236388] Predicted: -0.8370280220281722 Movie Vector: [-1.0714374073691983, 0.20960711031794635] User Vector: [0.26875887553435424, 0.26684684100605993] Predicted: -0.2320253175692369 Movie Vector: [0.23932860077862772, 0.03409612270072607] User Vector: [1.4068873240387307, -0.9723149033770827] Predicted: 0.3035562064660876 Movie Vector: [-1.167303927383118, 1.1153406942507493] User Vector: [0.46912584866309925, 0.1629763686679725] Predicted: -0.3658382694047715 Movie Vector: [0.736120601413897, -0.5226603278926707] User Vector: [0.17427165122319813, 0.0738785921679912] Predicted: 0.08967154350104234 Movie Vector: [0.8282158106346307, 0.7691402526282085] User Vector: [0.18836463954327848, 0.13544931238385638] Predicted: 0.2601860909794728 Movie Vector: [-0.8117749365430262, -0.006426634480866514] User Vector: [-0.12350843731949905, 0.02820501308732698] Predicted: 0.10007979055792438 Movie Vector: [0.21641402947497823, -0.22329295494267087] User Vector: [-0.15337955301352074, -1.1877803675067808] Predicted: 0.2320295009767536 Movie Vector: [-0.16422112154509616, -0.22486247188200537] User Vector: [1.4990640080609356, 0.26221241811904306] Predicted: -0.3051397051680599 Movie Vector: [0.34620893983874945, 0.8608616632416719] User Vector: [-0.41807903668006263, 0.2362558411197977] Predicted: 0.0586408962791391 Movie Vector: [-0.40977416374571685, 0.2618000032760084] User Vector: [-0.07537945600113485, -0.6450407730190251] Predicted: -0.13798312294306764 Movie Vector: [0.4015508359616593, 1.011661276655052] User Vector: [0.4384265364702245, 0.6880717966501357] Predicted: 0.8721461344568051 Movie Vector: [1.0706724385625312, 0.971069115814128] User Vector: [0.3517070945860168, 0.9729876717629735] Predicted: 1.321401370737071 Movie Vector: [-0.5444742772682061, 0.21781554058953906] User Vector: [0.7714966283156243, -0.2129416370339144] Predicted: -0.4664420669015708 Movie Vector: [0.049158620350343823, 0.06309606661193824] User Vector: [0.49880016623844003, 0.6842633705988498] Predicted: 0.06769465521421827 Movie Vector: [-0.3894112524850327, 0.1750164237445968] User Vector: [-0.40172559572833727, 0.3489229741551045] Predicted: 0.21750371848682248 Movie Vector: [0.4492966504091635, 1.061898707416608] User Vector: [-0.6839963574619681, -0.28077526293094707] Predicted: -0.605472161080662 Movie Vector: [1.8438772035710473, -1.027523006250506] User Vector: [1.037103242295787, 0.19391333700574614] Predicted: 1.7130406112266103 Movie Vector: [-0.7478014352841154, 0.10627110304993664] User Vector: [0.7795047237851096, -0.6254861772291869] Predicted: -0.6493858572538868 Movie Vector: [-0.6914083793076682, -1.3063512510257322] User Vector: [-0.41562306577120733, -0.11384236918130754] Predicted: 0.4360833917074892 Movie Vector: [0.9811456221113303, -0.16412800173266417] User Vector: [-0.6057116429634513, -0.13574389628193875] Predicted: -0.5720119523112908 Movie Vector: [-0.4547135626741647, 1.082379419121499] User Vector: [0.01372746766644465, -0.7872824950513693] Predicted: -0.858380435407329 Movie Vector: [-0.028712314848689496, 0.3666810520059403] User Vector: [-0.06482971751129304, 0.022797182277996722] Predicted: 0.010220706041202862 Movie Vector: [0.09419296474494768, 0.18182198386678317] User Vector: [-0.6591558086718848, 0.17496730829907234] Predicted: -0.030274936740889914 Movie Vector: [-0.5637553473123389, 0.14585779620781442] User Vector: [-0.162145848658256, -0.18845058868235948] Predicted: 0.0639236016663148 Movie Vector: [-0.26951419483670874, -0.1969870019214833] User Vector: [0.20647357325698135, -0.06244934572259439] Predicted: -0.043345849465561456 Movie Vector: [-0.6328107677887813, 0.28727407778669345] User Vector: [-0.20954159647098078, -0.7000709807369646] Predicted: -0.0685120668299492 Movie Vector: [-0.24640508946332818, 0.733242118943572] User Vector: [0.7211966180269238, 0.8142040636252762] Predicted: 0.4193021956794907 Movie Vector: [0.6485755079886755, -0.973650888706713] User Vector: [1.213745350498787, -1.0206023226107759] Predicted: 1.780915865694761 Movie Vector: [-0.2779942687259309, -0.1508475377349096] User Vector: [0.18663957361455968, 0.7052042957200256] Predicted: -0.15826306339174598 Movie Vector: [0.16716959721939317, -0.5147700186250158] User Vector: [-0.656904737400759, -0.8426374774635577] Predicted: 0.3239500096052558 Movie Vector: [-1.4849937480750082, -1.1844383123143545] User Vector: [-0.4480017679521706, -0.16212591955735076] Predicted: 0.8573079750784453 Movie Vector: [0.1879875149479281, 1.0817769291243484] User Vector: [0.7699504361955938, -0.22972209265110094] Predicted: -0.10376699080664409 Movie Vector: [0.7512039578709445, 1.2455375495633993] User Vector: [-0.42439827644937084, -0.3266342614720911] Predicted: -0.7256449026197737 Movie Vector: [-1.8183997534933147, 0.08345318115463823] User Vector: [0.40600922393527195, -0.44350291150679266] Predicted: -0.7752988015364964 Movie Vector: [0.30968507036173354, 0.8815012475001036] User Vector: [0.13985117406640402, -0.8178782901553349] Predicted: -0.677650912394254 Movie Vector: [-1.9732156472978184, 0.1190674764429681] User Vector: [0.5010672267455232, 0.2927601820640554] Predicted: -0.9538554760810393 Movie Vector: [-1.2328570159365362, 0.1081195170430127] User Vector: [0.5674103133518164, 0.39202294667768867] Predicted: -0.6571504540659648 Movie Vector: [0.2926589959390416, -1.6465393706632487] User Vector: [0.1466486342554449, -0.002859710260188497] Predicted: 0.04762666758912025 Movie Vector: [0.39518320704170756, 0.15059708083459886] User Vector: [0.3304663681324695, 0.16367588426881274] Predicted: 0.15524386955191966 Movie Vector: [0.22825898937521374, 0.5668973189685096] User Vector: [-0.45940855994473634, 0.7146478195615859] Predicted: 0.3002677993128464 Movie Vector: [0.004308915055796295, 0.20568094107572946] User Vector: [-0.8601881862389941, -0.3632032920337561] Predicted: -0.07841047273380926 Movie Vector: [0.7414010433699383, -1.0823966512003307] User Vector: [1.0759618994505193, -0.21650815482509678] Predicted: 1.0320669766191632 Movie Vector: [-0.7663298148343649, -0.9091358044743838] User Vector: [-0.7837594671472836, -0.04723966101696972] Predicted: 0.6435655145554182 Movie Vector: [0.455827608758538, 0.01158449637631248] User Vector: [-0.12313071639680823, 1.2582335495685542] Predicted: -0.041550378024351096 Movie Vector: [0.12020512472954965, -1.969412555715938] User Vector: [0.4144252515744684, 0.2576790876374585] Predicted: -0.4576603914820544 Movie Vector: [-1.0116712781950827, 0.508529253528021] User Vector: [0.6761512353776662, -1.6681687459233974] Predicted: -1.532355391670908 Movie Vector: [-0.15335441777771783, 0.5717917599574753] User Vector: [0.5212092973052133, -0.8742560479194207] Predicted: -0.5798221526218869 Movie Vector: [-0.5744966072995301, 0.08417819326510412] User Vector: [0.8707631348353633, -0.16098046514070302] Predicted: -0.51380151143094 Movie Vector: [0.4132839004157984, 1.7365397827836304] User Vector: [-0.3878338222085149, 0.3114617143338303] Predicted: 0.3805801829991844 Movie Vector: [-0.5658163066966357, 0.38948476084169087] User Vector: [-0.9575919946186656, 0.16079513423840003] Predicted: 0.6044484201207488 Movie Vector: [0.47251132698671716, -0.37180361638851034] User Vector: [0.4841635478898617, 0.5669901818132104] Predicted: 0.01796376043710493 Movie Vector: [0.6452595413473997, -0.4845775176781538] User Vector: [-0.7641855431668094, -0.7935701500663164] Predicted: -0.10855175966551334 Movie Vector: [1.3195581469561735, 0.6708862553076858] User Vector: [-0.3870700997640021, -1.2153850789849696] Predicted: -1.3261466479837898 Movie Vector: [-0.09417442622997135, -0.3492906346089352] User Vector: [-0.6448868430848375, -0.8831611816491081] Predicted: 0.36921177803096616 Movie Vector: [0.7335675886617063, 0.6377738580216633] User Vector: [0.9469936453000437, -0.2274690103655265] Predicted: 0.5496100565395208 Movie Vector: [-0.16940795375916892, -0.04310239374814756] User Vector: [-0.36690990773525434, -0.1264698643273971] Predicted: 0.06760861057290918 Movie Vector: [0.25942074627939415, 0.9502914772002274] User Vector: [0.6855935070740368, 0.05870421418990884] Predicted: 0.23364329366986075 Movie Vector: [-0.8326238061554168, 0.28487695988815087] User Vector: [-0.043968396736862786, -0.4973577377607838] Predicted: -0.10507662646854217 Movie Vector: [0.40257582486191396, 0.3486133003440728] User Vector: [0.020834619073088374, -1.5144661725131818] Predicted: -0.5195755367002438 Movie Vector: [-0.3218734202593383, -1.1196246511184214] User Vector: [-0.1979287617789497, 0.2553302270022832] Predicted: -0.22216600880593235 Movie Vector: [-0.20151986390277632, -0.18548199485919997] User Vector: [-0.07954037033041152, -0.7541956910173375] Predicted: 0.15591868588786953 Movie Vector: [-0.2953777088379727, 0.1338124866465204] User Vector: [-1.1503937221399603, -0.7904939166636029] Predicted: 0.23402270523958488 Movie Vector: [-0.09756132909308679, -0.3262589264839738] User Vector: [-0.584930384069342, 1.1955134445494073] Predicted: -0.33298034731911264 Movie Vector: [-0.39893501385074936, 0.9174409315486171] User Vector: [-0.4680081933810184, 0.3787129278958997] Predicted: 0.5341515964670392 Movie Vector: [-0.1168543263753945, -0.8173433753746656] User Vector: [-0.10503696423524934, 0.02542212602246681] Predicted: -0.00850458259217668 Movie Vector: [-0.8427245977072262, 0.1706197385965377] User Vector: [-0.9478987365256533, -0.16593146507554019] Predicted: 0.7705063982096398 Movie Vector: [0.9335215572427562, -1.1210556947816095] User Vector: [0.8885202650669877, 0.5772028056017282] Predicted: 0.18237632922334124 Movie Vector: [0.22100888753136663, 0.6905244666095384] User Vector: [-0.6597034220152356, -0.7754694725530457] Predicted: -0.6812809633068948 Movie Vector: [0.5039732277333974, -0.6312965993194384] User Vector: [-0.6471396635196034, 0.7672113823859957] Predicted: -0.8104790016777236 Movie Vector: [1.8425846099853516, -0.6280040740966797] User Vector: [-0.5927730372572738, 0.43357422224983777] Predicted: -1.3645208536607236 Movie Vector: [-0.5545477594992199, 0.3548261132097729] User Vector: [0.6462218011326812, -0.23547967035992895] Predicted: -0.44191518813141095 Movie Vector: [0.11163678966445736, -0.1961837973758227] User Vector: [1.042937903648288, -0.3605727939794036] Predicted: 0.1871687793359636 Movie Vector: [0.8254995759666154, 0.011824435703014932] User Vector: [0.8472627577648432, -0.13076694478433806] Predicted: 0.697868801936501 Movie Vector: [0.19029117038410887, -0.24434943840837942] User Vector: [-0.9155001795293944, 0.9787842836639002] Predicted: -0.4133769906857322 Movie Vector: [0.00847103615544298, -0.049960956771861076] User Vector: [-0.6313180113001141, -0.15627162452817905] Predicted: 0.0024595621784152324 Movie Vector: [0.04056334073459264, 0.6185436279332219] User Vector: [-0.6344451638086469, -0.6340285398473495] Predicted: -0.4179095286073675 Movie Vector: [0.5931121042500348, -0.4967594950235769] User Vector: [-0.2407371328902498, -0.0450777950642263] Predicted: -0.12039128474677499 Movie Vector: [-0.10328998090157387, 0.5269533659712152] User Vector: [0.7709706300823717, -0.8941186006023127] Predicted: -0.5507923478217439 Movie Vector: [-0.4577899032264323, 0.23440741709702587] User Vector: [-1.3472577295928376, 0.3644621977799977] Predicted: 0.7021936280624828 Movie Vector: [0.5700159332457353, 0.17684274398678557] User Vector: [-0.29845591260823506, -0.11781488345723301] Predicted: -0.19095933283115116 Movie Vector: [0.15177300046276523, 0.6858775687267384] User Vector: [0.4637813462324226, -0.18922233942181216] Predicted: -0.059393871635062837 Movie Vector: [1.9506087884403527, -1.0075667695501909] User Vector: [-0.404961342344216, 0.9010561020526746] Predicted: -1.6977953392839304 Movie Vector: [-0.1547631968232333, -0.5741374832682399] User Vector: [-1.3945937946417437, 0.388700226328571] Predicted: -0.0073355757614809725 Movie Vector: [0.6587932560428283, 1.1263972400272997] User Vector: [-0.43436762787902794, -0.4277394381614182] Predicted: -0.7679629864858737 Movie Vector: [1.858971281844447, 0.7600723479291385] User Vector: [0.5796752860801468, -0.16323096298728937] Predicted: 0.9535323683254737 Movie Vector: [-0.3422075468818863, 0.42408755003972876] User Vector: [0.16573246310611242, 0.46244173599596367] Predicted: 0.1394008832164118 Movie Vector: [0.6056639628428653, 0.9084349162457163] User Vector: [1.0139331084680083, -0.9510057942180584] Predicted: -0.24982412448735403 Movie Vector: [-0.8530698736870006, -0.0939312137299261] User Vector: [0.9186441118711014, -0.16577115176361956] Predicted: -0.7680965309906227 Movie Vector: [0.6360071626052426, -0.4609569916048153] User Vector: [-0.836357415654011, -0.736744359216521] Predicted: -0.1923218434476961 Movie Vector: [0.5310801610040095, 1.1167273468325303] User Vector: [-0.4859835974819982, -0.30027548967063233] Predicted: -0.5934220980947714 Movie Vector: [1.333634553027942, -0.06509103161724514] User Vector: [0.6007546073773057, 0.3081082715328672] Predicted: 0.7811320170452294 Movie Vector: [-1.252933379743081, 0.2349600993903327] User Vector: [-0.355799919131972, 0.34820588828853166] Predicted: 0.5276080853109091 Movie Vector: [0.565596061291359, 1.034622178621674] User Vector: [0.7544663727617333, -0.8099190115225852] Predicted: -0.41123696339779514 Movie Vector: [0.19365235799376374, -0.16226416390718948] User Vector: [-0.22675699635586685, -0.915278526720314]
avg loss: 14.655911785106966: 22%|██████████ | 15560/70000 [00:25<01:23, 648.65it/s]
Predicted: 0.104604877844579 Movie Vector: [0.5637271629455134, 0.5914826853343708] User Vector: [1.1370359702013177, -0.9106726328074606] Predicted: 0.10233096733511005 Movie Vector: [-0.31231162413048086, 0.09387182652415227] User Vector: [-0.11393012576275756, 0.4557347879118217] Predicted: 0.0783623595662366 Movie Vector: [-0.14830172470237551, 0.36472996130715984] User Vector: [-0.35217465900353295, 0.9358070979465806] Predicted: 0.39354499595171677 Movie Vector: [-0.4517123659589393, 0.9102581149221682] User Vector: [0.5052868300722424, 0.6925891326001014] Predicted: 0.40219056875632275 Movie Vector: [-0.018898487243371342, -0.10390049076275334] User Vector: [-0.22392895119206013, 0.4987057445641988] Predicted: -0.0475838531788999 Movie Vector: [-0.22793064920543823, 0.20272149800211064] User Vector: [-0.3762072068482986, -0.06944348640870429] Predicted: 0.07167146530143555 Movie Vector: [-0.09756985351687883, 1.646341902621537] User Vector: [0.779287684811342, -0.17599075769083738] Predicted: -0.36577594411508935 Movie Vector: [-0.42720259051948756, 0.11266061603382282] User Vector: [-0.29301804415388566, -0.18606152247756774] Predicted: 0.10421626178897979 Movie Vector: [1.0985653900636985, 0.8484969763228705] User Vector: [0.6114284070037959, -1.0431202126708092] Predicted: -0.21339025995630045 Movie Vector: [-1.1105990780966681, 0.0339907441558161] User Vector: [-1.0059887200413966, -0.7834864755916249] Predicted: 1.0906188567122452 Movie Vector: [0.03181703712624382, -0.7372061415726795] User Vector: [1.2268624950061284, 0.08816768462110973] Predicted: -0.025962629038519064 Movie Vector: [0.3911982697020876, 0.3836470123006862] User Vector: [-0.6580112783631871, -0.32963053727283487] Predicted: -0.38387464432793056 Movie Vector: [1.3063359841752773, 1.0947220464192526] User Vector: [0.8978319082944358, -0.19676225327568891] Predicted: 0.9574701529817536 Movie Vector: [-1.6566702091653984, -0.6146098061334038] User Vector: [-0.9563240563546578, 1.730247948025579] Predicted: 0.5208862185722523 Movie Vector: [1.42926160121188, 1.0677825701431496] User Vector: [0.9482850674757555, 0.3577747653563151] Predicted: 1.7373730924302424 Movie Vector: [0.02494728172260599, -0.39690257719220173] User Vector: [1.677688934162516, -0.16368870997373683] Predicted: 0.10682224932929388 Movie Vector: [1.0972393156718674, 1.0445656255591256] User Vector: [-0.07927028759883363, 0.6053302975844805] Predicted: 0.5453287448481683 Movie Vector: [0.737435876836644, 1.2921062588825662] User Vector: [0.16214718352298332, 0.17382761083775886] Predicted: 0.34417689438793464 Movie Vector: [-0.42739330108237056, 0.7314456348287997] User Vector: [-0.47016513974995605, -0.012018589650318566] Predicted: 0.1921544861950637 Movie Vector: [0.5195549176229873, 0.030009198651333918] User Vector: [-0.21925406937296615, 0.1631554062185887] Predicted: -0.10901836695532346 Movie Vector: [1.5234083770231563, 0.29734173284216453] User Vector: [1.023703341765472, -1.169598810973988] Predicted: 1.2117477092469784 Movie Vector: [0.7853086143051993, -1.1740861688582025] User Vector: [0.09369646561581638, -0.020923983473985053] Predicted: 0.09814720117227496 Movie Vector: [-1.4705847851902139, 1.2696275157622574] User Vector: [0.4915061336905423, -0.0639312154586546] Predicted: -0.803970272295412 Movie Vector: [-0.8233226577502695, -0.6382129346416694] User Vector: [-0.7547992396440395, 0.9144180936596721] Predicted: 0.03784986100763299 Movie Vector: [0.7081120347071408, -0.0289516056239899] User Vector: [-0.16382146540763862, -1.361555062874989] Predicted: -0.07658474598280501 Movie Vector: [-0.40684062877655075, -0.01720213190713592] User Vector: [0.8820424736647937, 0.878080277207014] Predicted: -0.37395556734697843 Movie Vector: [0.5682122046134692, 0.9306451087629248] User Vector: [-0.8901540313435482, -0.6783009517946119] Predicted: -1.1370538476521768 Movie Vector: [1.0152458765465986, 0.604884100540135] User Vector: [-0.7397554074962794, -1.092212683573489] Predicted: -1.4116957138155235 Movie Vector: [-0.41035392811375887, -0.353406083757585] User Vector: [0.7540707703900378, -0.14388210062117315] Predicted: -0.25858709300197674 Movie Vector: [-0.24387837457495581, 0.20553193475154394] User Vector: [0.7028679794633151, -0.49694861128216555] Predicted: -0.2735531099212131 Movie Vector: [0.7058847812439515, 1.3724324021977474] User Vector: [-0.5632339683312557, -0.23668270328743252] Predicted: -0.7224092975560988 Movie Vector: [0.6766022172036075, -0.6929917491012414] User Vector: [-0.04946608011684241, 0.5411029322402935] Predicted: -0.4084487269404384 Movie Vector: [0.4326201227683221, -1.8140363249497815] User Vector: [0.5452009778278388, 0.8420832209404253] Predicted: -1.2917046374553551 Movie Vector: [-0.2214282125631678, -0.6054437021473571] User Vector: [-0.1333635333810221, -0.07661497195860412] Predicted: 0.07591650108020132 Movie Vector: [0.6236814943919168, 1.0394633110802247] User Vector: [-0.16904491169583685, 0.472300695884124] Predicted: 0.38550906202339663 Movie Vector: [0.599140145211559, -0.6042965644844578] User Vector: [0.4333988388382307, 0.5138175111482904] Predicted: -0.0508315135228079 Movie Vector: [1.2915123465166847, -0.23967051375072523] User Vector: [-0.26822130657045723, 0.05235280191124073] Predicted: -0.3589585519649393 Movie Vector: [0.2262305793692724, 1.0703667442926195] User Vector: [0.24429652458967516, -0.04896835733325901] Predicted: 0.002853243083663852 Movie Vector: [-0.4634999741128401, -0.6104629688870541] User Vector: [0.388657548256501, -0.7415158618123444] Predicted: 0.2725252109231582 Movie Vector: [-0.5740903000667944, -0.02902341109974132] User Vector: [0.8026013347099505, -0.6205915286298794] Predicted: -0.4427539580172033 Movie Vector: [-0.1935523593571721, 0.9881377953007964] User Vector: [0.6207442477434563, 0.5157013093322746] Predicted: 0.389437441129189 Movie Vector: [-0.9206744568026897, -1.8672269252373987] User Vector: [0.8488899873922502, -0.5352989701382436] Predicted: 0.21797332206637654 Movie Vector: [-0.8873615648444207, -0.16022562323008785] User Vector: [0.5764855162389425, -1.0956910977232428] Predicted: -0.33599330079956613 Movie Vector: [2.183965756888566, 0.5957093807559122] User Vector: [0.2502796493504357, 0.3282498654138417] Predicted: 0.7421437078863203 Movie Vector: [-0.10654067076516277, 0.368818810231162] User Vector: [0.7625720246247483, 0.19407508549737235] Predicted: -0.009666392881616998 Movie Vector: [-0.4565091375047513, -0.5706539615104942] User Vector: [-0.060741697788802194, 1.2598191168885209] Predicted: -0.6911916297709465 Movie Vector: [1.8469202899324888, -1.7048322930428115] User Vector: [-0.4957804565300296, -0.7373277601248857] Predicted: 0.3413531915005248 Movie Vector: [0.7833180529134419, -0.6833006659406544] User Vector: [-1.5160941582190257, 1.1466181440194954] Predicted: -1.9710688654377293 Movie Vector: [0.7493128958681619, 0.8374023124587412] User Vector: [-0.7933610597897214, -0.5082303176309332] Predicted: -1.020068916425854 Movie Vector: [0.5195380030546328, -0.11929720928707924] User Vector: [0.39749683677279884, 0.16045296971264184] Predicted: 0.18737312128893083 Movie Vector: [0.8350959739857223, 0.33890157911800284] User Vector: [-0.4132275099035152, 0.05497073585083273] Predicted: -0.32645496067544494 Movie Vector: [-0.524497800713255, 0.43660565872856083] User Vector: [0.4239691113519409, 1.4290184699395363] Predicted: 0.40154668392878523 Movie Vector: [-0.9239349480183011, -0.5163239688962684] User Vector: [0.2012799301112674, 0.035975372668741575] Predicted: -0.2045445089633281 Movie Vector: [-0.6597555913715628, -0.928560045145012] User Vector: [-1.2745154231193332, -0.43099549783999935] Predicted: 1.24107387562388 Movie Vector: [0.4697501120308686, -0.17112543428119129] User Vector: [0.3433899804860355, -1.9147317484668023] Predicted: 0.4889667837919592 Movie Vector: [0.24437805260034945, 1.0259139138658606] User Vector: [0.37505388746238383, -0.47810454111818457] Predicted: -0.39883916237735006 Movie Vector: [0.6069922719596533, -0.9375337452793884] User Vector: [0.010594341346179412, 0.18061914862816225] Predicted: -0.16290586355890194 Movie Vector: [0.2009150744921696, -0.13049685815757237] User Vector: [0.8921922168562737, -0.557982651597691] Predicted: 0.2520698486509422 Movie Vector: [0.2539246718648067, -1.2067821614651402] User Vector: [0.04273259364308142, -0.17442049668072998] Predicted: 0.22133840380694622 Movie Vector: [0.4782245867893327, -0.5999471177629287] User Vector: [-0.16572009045685954, 0.19647661983973716] Predicted: -0.19712700356207546 Movie Vector: [0.3383335341593009, -0.31561174018910837] User Vector: [-0.3599147523757345, 0.4460046742149907] Predicted: -0.2625355415288214 Movie Vector: [-0.8272783303991686, -0.9362124105342282] User Vector: [-0.9693038645434833, -0.06008033082256792] Predicted: 0.858132034054085 Movie Vector: [-0.7121361921559568, 0.41405422858619517] User Vector: [-1.0014598651988709, -0.7836250846984638] Predicted: 0.3887125350541274 Movie Vector: [1.7141926036564916, 1.8857558186168855] User Vector: [-0.8687825691515241, -1.2547525657983187] Predicted: -3.855417606103873 Movie Vector: [0.06143194396834656, 0.9294927922633123] User Vector: [0.6482193837737724, 0.41011272144420996] Predicted: 0.4210181954610712 Movie Vector: [0.13080135047358407, -0.13743890065527095] User Vector: [0.5542931205848779, 0.5822145480414758] Predicted: -0.007516638697606659 Movie Vector: [0.07474207191262792, 0.33908452825357915] User Vector: [1.3645543823591868, -0.11917478466532598] Predicted: 0.061579296137017986 Movie Vector: [-0.6070253321552335, 1.4142263105112796] User Vector: [-0.17658648554289258, 0.12143479684431038] Predicted: 0.27892875474961554 Movie Vector: [0.1714133452715408, -0.14292672825707892] User Vector: [-0.12346840765233515, -0.7946277349604137] Predicted: 0.09240940954918811 Movie Vector: [-1.0187254990518926, -0.9115897425594863] User Vector: [0.35517471216384716, 0.29711208997468785] Predicted: -0.6326698695110642 Movie Vector: [0.10975873967410421, -2.507876418699068] User Vector: [0.360792536982927, 0.4782525832138052] Predicted: -1.159798241480747 Movie Vector: [-0.1758870484873768, -0.45092415622105364] User Vector: [0.5536889177551567, 0.6154223709078241] Predicted: -0.3748955228452953 Movie Vector: [-0.8507194426899723, 0.32995990318860136] User Vector: [-0.32052066494396, 0.5942987069606117] Predicted: 0.4687679052655794 Movie Vector: [-1.0202546609179712, 0.26042572673524217] User Vector: [-0.11843768355376241, 0.13715941924815964] Predicted: 0.1565564401103396 Movie Vector: [0.8016838157871268, 0.2000023383176861] User Vector: [0.32204484440313097, 0.21788651965979827] Predicted: 0.3017559531355357 Movie Vector: [-1.54835066932324, -1.2073663448635226] User Vector: [-0.3055479283778412, 0.42188463944172094] Predicted: -0.03627397566265583 Movie Vector: [-0.4763511224339124, 0.6421795714648559] User Vector: [0.7504262303438665, -0.7966701982672804] Predicted: -0.8690717036502544 Movie Vector: [0.7697786452557129, -1.0755669976760422] User Vector: [0.18289108745003713, -0.04277593640816735] Predicted: 0.18679403902194755 Movie Vector: [0.08166169537396746, 1.0891744995219341] User Vector: [-0.2510353436634501, 0.15484058056101946] Predicted: 0.1481484400758902 Movie Vector: [-1.238532666752689, -0.2261890537645528] User Vector: [0.0913067629754994, 0.7677186854177267] Predicted: -0.28673597165260295 Movie Vector: [0.08772437320629049, -0.4797732954880045] User Vector: [0.9123542387858005, -1.0103744456188561] Predicted: 0.5647863811910108 Movie Vector: [-1.7863932705657313, -0.1254320775336919] User Vector: [-0.43556266323811377, -0.1786534034421009] Predicted: 0.8004950780704617 Movie Vector: [0.4645197777631982, -0.5954282240150341] User Vector: [-0.36614028312960745, 1.0028192635992752] Predicted: -0.7671862960825006 Movie Vector: [0.3648156697115811, 0.01807447358318995] User Vector: [1.2785113133842354, -1.1178299183874327] Predicted: 0.44621677369570995 Movie Vector: [-0.0224829345311926, 0.35227306311147527] User Vector: [-0.25531704922095155, 0.9403521517067177] Predicted: 0.3370010093875241 Movie Vector: [-0.2658465058640706, -0.38097913430545527] User Vector: [0.4385934717719023, 0.2575251634756044] Predicted: -0.21471025580815872 Movie Vector: [-0.8200277583182412, -0.5624738201502867] User Vector: [0.54070575311566, -0.5260403962744478] Predicted: -0.1475097753913518 Movie Vector: [0.3788502666869069, -0.5584251356894265] User Vector: [0.2567651374832536, 0.9702356481811771] Predicted: -0.44452843267486153 Movie Vector: [0.7539436552860757, 0.7693578454797466] User Vector: [0.49667052275144524, -0.7050818972598645] Predicted: -0.16799869996655076 Movie Vector: [0.27017258711380226, 1.0615587273108424] User Vector: [-1.4417938033015985, -0.006389349375644254] Predicted: -0.3963158315141946 Movie Vector: [-0.0289530422348446, -1.095368953121498] User Vector: [0.6583933720644776, 0.1806176478969309] Predicted: -0.2169054550006531 Movie Vector: [0.7743501289124779, -0.09881528229146519] User Vector: [0.5083106069589642, 0.44488169172943115] Predicted: 0.34964927407170554 Movie Vector: [-0.5637264251708984, 0.06114006042480469] User Vector: [0.2276739322388542, 0.05737933335307729] Predicted: -0.1248376360172685 Movie Vector: [-0.7302228777938432, -1.2984986042383697] User Vector: [0.0892598887449528, -0.00971586227759938] Predicted: -0.052563579224462684 Movie Vector: [0.6206654235611098, -0.02693787955333559] User Vector: [0.27022516463724794, -0.04135367290347484] Predicted: 0.16883339652620996 Movie Vector: [0.6431265871451917, -0.34240068189514283] User Vector: [0.002874907041539615, 1.345125463336509] Predicted: -0.4587229467269556 Movie Vector: [0.004774219839265452, 0.5165460948117362] User Vector: [-0.7051379839470622, -0.03416978378019275] Predicted: -0.021016752124599677 Movie Vector: [0.019900066714556852, 0.3840860391433452] User Vector: [0.029649444464689867, -0.867551834999532] Predicted: -0.3326245221336144 Movie Vector: [0.6706876248512572, -0.33999384045929726] User Vector: [-0.7801470862358373, -0.7306752162358265] Predicted: -0.27480992340569654 Movie Vector: [-1.07645128700686, 0.567049886156851] User Vector: [-0.027603608676357805, 0.3246611566629956] Predicted: 0.2138130120110023 Movie Vector: [-0.22121726163715102, -0.24430148657102063] User Vector: [0.3277464249159731, 0.2648891760483505] Predicted: -0.13721598611646252 Movie Vector: [-0.008860364728052877, -1.1419476976376706] User Vector: [-0.9589371105924417, -0.7759650999354353] Predicted: 0.8946080918695696 Movie Vector: [0.39967048626364016, 1.2481559985900792] User Vector: [0.9180198834665222, -1.0413604181619927] Predicted: -0.9328747993984091 Movie Vector: [0.2100638568129853, -0.24971705900401314] User Vector: [0.27786261516114313, 0.33198080567991967] Predicted: -0.024532377835280304 Movie Vector: [0.13927245407443248, -0.34321018797183866] User Vector: [-0.06784714655303775, 0.8487109384195064] Predicted: -0.3007354793111036 Movie Vector: [-0.5535945754126724, 0.37552017316160197] User Vector: [1.335674905998852, -0.12944914097663035] Predicted: -0.7880331463109604 Movie Vector: [-0.4868000996101179, 0.7299270493923637] User Vector: [-0.8761203823674216, -0.6575422116378331] Predicted: -0.05346235698481733 Movie Vector: [1.304905931599851, 0.29062028725412337] User Vector: [0.09822891698821404, 0.23975163859050436] Predicted: 0.197856186509369 Movie Vector: [0.5486020999648697, -0.418764977338836] User Vector: [-0.5867784664083574, 0.20258787838285983] Predicted: -0.40674460718591177 Movie Vector: [0.19500025833257592, 1.0139982332819464] User Vector: [-0.815179099119623, 0.9319322231094542] Predicted: 0.7860174928558603 Movie Vector: [0.014321652248037026, -0.18404925224441024] User Vector: [0.7510141829773042, -1.1129600148902519] Predicted: 0.21559522248042315 Movie Vector: [-0.17976153702767947, -1.2654054562342811] User Vector: [-0.23996906383408148, -0.6862579688998509] Predicted: 0.9115317859840348 Movie Vector: [0.36215556480403266, 0.6593150785914892] User Vector: [1.057068598778718, -0.385405229940525] Predicted: 0.12871979595950583 Movie Vector: [-0.6563433297362512, 0.39668536900565493] User Vector: [0.33903697309075065, 1.4997181985605623] Predicted: 0.37239161117840963 Movie Vector: [-0.05938682771473988, 0.018484182174462502] User Vector: [-0.6032008106698241, -0.5989316147449568] Predicted: 0.024751421543649503 Movie Vector: [0.22729806793836832, 0.11763418372066052] User Vector: [0.19870002675222742, -0.2957079337320193] Predicted: 0.010378770775794119 Movie Vector: [-0.005584359216174364, 1.2239432515444892] User Vector: [-0.07080289070863743, -1.0545893428901254] Predicted: -1.2903621206058458 Movie Vector: [0.2346262105226884, 0.2763172473045936] User Vector: [-0.15147800395210329, -0.5706035827125246] Predicted: -0.19320832132208662 Movie Vector: [-0.9572723710177619, 0.38034981478344654] User Vector: [-0.6856412619475654, 1.5830920749900643] Predicted: 1.2584742139997693 Movie Vector: [-0.8719760616685254, -0.28471523978033614] User Vector: [0.7305327855393294, 0.11451311222667739] Predicted: -0.6696107294599329 Movie Vector: [-0.23830721956612133, -0.4677741991666559] User Vector: [-0.1996723577059129, -0.4173873920756882] Predicted: 0.24282641745957217 Movie Vector: [0.7665729522705078, -1.897573471069336] User Vector: [-0.959377848488748, -0.8327685884368938] Predicted: 0.8448064712987604 Movie Vector: [-0.6216584861943482, 0.3230646134707327] User Vector: [-1.1179431413828191, -2.5534741250447786] Predicted: -0.12995829029171124 Movie Vector: [-0.9828407138103035, -0.06884865406370749] User Vector: [0.9333071130776771, 0.8870595264958097] Predicted: -0.978365083695124
avg loss: 14.656346422062608: 22%|██████████ | 15696/70000 [00:25<01:23, 646.58it/s]
Movie Vector: [-0.105096331412936, -0.0780725529969571] User Vector: [0.09698801507140516, 0.04717925451787905] Predicted: -0.013876489423731268 Movie Vector: [0.8207837486705686, -0.9456375496672685] User Vector: [0.48533163875381413, 0.06369275524390174] Predicted: 0.33812206080438545 Movie Vector: [-1.0811543460864985, 0.6223651392656812] User Vector: [0.5053444070301472, -1.2933861029574192] Predicted: -1.351313724022539 Movie Vector: [0.8763872876570894, -0.5372061014881493] User Vector: [-1.0721937205305534, -0.24370888411131136] Predicted: -0.8087350470472703 Movie Vector: [-0.7983358090083035, 0.3441118277147877] User Vector: [0.4704616348064886, 0.3181040314505665] Predicted: -0.26612301016471035 Movie Vector: [-0.29482673366790013, -0.14934898974057753] User Vector: [0.5190619820122313, 0.5266487976590816] Predicted: -0.23168781460632615 Movie Vector: [-0.38601880943474653, 0.35927929085040733] User Vector: [0.24193160669359492, 0.671218498736593] Predicted: 0.1477647554512613 Movie Vector: [-0.6625878448315158, -1.5223413043156422] User Vector: [0.43444172815401805, 0.37579402963676706] Predicted: -0.8599425815937172 Movie Vector: [0.40617607764537633, -1.5424916958385704] User Vector: [0.25971902548516057, -0.025643438842749777] Predicted: 0.14504644652912782 Movie Vector: [0.7066294971233528, 0.8831584787284789] User Vector: [0.06669417351958133, 0.7188579579649882] Predicted: 0.6819935708734192 Movie Vector: [0.3756607694936931, 0.4427537811499845] User Vector: [0.9173497362597447, 0.734717271762814] Predicted: 0.6699111579673587 Movie Vector: [-1.3157258522733728, 1.7785513356432106] User Vector: [-2.040748850200233, -1.1780948102573845] Predicted: 0.5897639219080015 Movie Vector: [0.315173296984076, -1.2578601983232816] User Vector: [-0.47798874586035983, 0.11954531463237873] Predicted: -0.3010205821261962 Movie Vector: [0.2317790090253259, 0.30378598517781286] User Vector: [-0.8417785513041287, -0.06519902593413049] Predicted: -0.214913148766079 Movie Vector: [0.06635647312102758, -1.0692226077659919] User Vector: [-0.18482109064661828, -0.02760749606764444] Predicted: 0.01725448320564483 Movie Vector: [-1.4556433189871476, 0.5782353834490633] User Vector: [0.22489190127913075, -0.3445959552125429] Predicted: -0.5266199678886048 Movie Vector: [-0.18410434239702017, 0.769782740952659] User Vector: [0.5580354165862956, -0.292616614020585] Predicted: -0.3279879625939193 Movie Vector: [-0.05436515618510834, -0.1610708548658665] User Vector: [0.3862775198210184, -0.10405355186364657] Predicted: -0.00424004314535862 Movie Vector: [1.4904136241232397, 1.5137174174503503] User Vector: [0.4608103793569504, 0.9575294048833788] Predicted: 2.1362270054238364 Movie Vector: [-0.20239871393146677, -0.34372503901853885] User Vector: [-0.11059192667923903, 0.14158113363598673] Predicted: -0.026281316952237455 Movie Vector: [-0.5606254881926521, -0.42049436815529745] User Vector: [-0.7939390511301104, -1.1000967794654224] Predicted: 0.9076869683260196 Movie Vector: [0.20673207802156826, -0.3475966211005095] User Vector: [0.47647459245099727, -0.45444752115476644] Predicted: 0.2564670054427736 Movie Vector: [0.10539133955768148, 0.3226115931591516] User Vector: [0.3474663228944913, -0.14069736137975053] Predicted: -0.008770658686977878 Movie Vector: [0.30107446067055355, 1.0086178392230514] User Vector: [-0.7606609896183777, -0.2151850177817297] Predicted: -0.4460550448706647 Movie Vector: [0.9902236250274954, -0.812389540596544] User Vector: [1.210543233633584, -0.8335461850781711] Predicted: 1.875872711422811 Movie Vector: [-0.9410424239278626, 0.9097997209541896] User Vector: [0.5081888306008746, -0.049855145398900125] Predicted: -0.5235854463337629 Movie Vector: [-0.6208135945531188, 0.02119733631499182] User Vector: [0.5763549960457199, 1.5477225295081147] Predicted: -0.3250014218535186 Movie Vector: [-1.2486556282227446, -0.0705465564943592] User Vector: [-0.7763786905665561, -0.7850595812959252] Predicted: 1.0248128717114657 Movie Vector: [0.6976462483023338, -0.4875123089966139] User Vector: [-0.16860197641489863, -0.8749048392867887] Predicted: 0.3089023420508012 Movie Vector: [-0.19274161415499588, 0.3794988011162714] User Vector: [0.3589758780808057, 0.09440392211357146] Predicted: -0.033363414921227276 Movie Vector: [0.7975438150996378, -1.1768184932585] User Vector: [-0.2368806508713982, 0.34363081283661] Predicted: -0.5933137934188333 Movie Vector: [0.27288969360400694, -0.17465488519087619] User Vector: [-1.1505688428040228, 0.3605279464398732] Predicted: -0.376946346076665 Movie Vector: [-0.19353806098711687, 0.19514226583520358] User Vector: [0.9377657283374233, 1.2807550990882084] Predicted: 0.06843609129346737 Movie Vector: [0.06285591312574114, 0.8063213665708151] User Vector: [-1.3228355564463914, 0.19114901284963287] Predicted: 0.07097949644394244 Movie Vector: [-0.33184885085247995, 0.29390097529785836] User Vector: [0.9290036778533661, 0.3461028930091527] Predicted: -0.2065688251245667 Movie Vector: [-1.4369816829234927, 1.025722338775004] User Vector: [-0.17969746060596223, 0.25925396164194886] Predicted: 0.5241445392306986 Movie Vector: [-0.380818379869324, -0.7682103582958841] User Vector: [1.0070760943537806, -0.12847778246615343] Predicted: -0.2848151233555488 Movie Vector: [-0.6530816774122636, -0.16882694595898656] User Vector: [-0.3397966132070838, 0.3735332730579608] Predicted: 0.15885246042784873 Movie Vector: [0.8558216330054507, -2.5320324923076045] User Vector: [1.0488927948019482, 0.3846132115521521] Predicted: -0.0761880041257732 Movie Vector: [-1.5946253815250506, 0.9824884818142431] User Vector: [-0.1932552485589907, -0.5233303988017206] Predicted: -0.2059963645408458 Movie Vector: [-0.25602585514829035, 0.7841779246037456] User Vector: [1.3778008399153507, -0.059079195975818094] Predicted: -0.39908123955093533 Movie Vector: [-0.29376871884102496, 0.05778310086810832] User Vector: [-0.1472630639007232, 0.07930411701138074] Predicted: 0.04784371940724432 Movie Vector: [1.44705660612025, 0.7196450734411259] User Vector: [-0.02239142227559268, -0.9841304754838401] Predicted: -0.7406263038295429 Movie Vector: [-0.2938869719258554, 0.18314005116901397] User Vector: [-0.4239942328872647, 0.5481680608019243] Predicted: 0.2249979079217477 Movie Vector: [0.12614178570865234, -0.17895653196753] User Vector: [0.5251154850034401, -0.02453955923610482] Predicted: 0.07063051939850407 Movie Vector: [-0.6491505585887195, -0.16973044358553419] User Vector: [0.5949119027375358, -0.5293704598865289] Predicted: -0.29633711099553056 Movie Vector: [-1.1394772961063024, 0.1726354274281091] User Vector: [-0.14570871146964642, 1.3727974235125855] Predicted: 0.4030252385448682 Movie Vector: [-0.5341331647410288, -0.2720763714379211] User Vector: [0.8354865979140722, 0.041805136057325776] Predicted: -0.4576352903685046 Movie Vector: [0.0680203028535696, 1.2851383393878326] User Vector: [-0.2858849689179253, 0.37547157020484306] Predicted: 0.4630869280533134 Movie Vector: [0.48388383976588184, -0.516307862136066] User Vector: [0.4614599598970294, -0.5803967074972983] Predicted: 0.5229564005319263 Movie Vector: [0.2675494595857387, -0.277666864374769] User Vector: [-0.2101668399390045, 0.013591198044305919] Predicted: -0.06000384979258202 Movie Vector: [-0.5910163524710614, 0.5184887370978426] User Vector: [0.25744436686855215, 0.12361869839926419] Predicted: -0.08805892785615987 Movie Vector: [-0.9378246352775361, 0.15397229730906492] User Vector: [-0.6245555808461325, -0.4832239361436047] Predicted: 0.5113205102548143 Movie Vector: [-1.103805517239973, 1.7119917350090788] User Vector: [0.8454842539165712, 0.2496154398756168] Predicted: -0.5059106142149221 Movie Vector: [0.22058638398409539, 1.076317331084374] User Vector: [-0.22944215179948468, 0.027366360362887684] Predicted: -0.021156926651701758 Movie Vector: [0.4618397229294345, -0.5805213338470968] User Vector: [0.18610693900247724, -1.0370045675332622] Predicted: 0.6879548518940904 Movie Vector: [0.4829900662612992, 1.13947296880586] User Vector: [0.9713833259506003, -1.2567974740531918] Predicted: -0.9629182519810946 Movie Vector: [-0.08321346462942833, -0.06742776002124916] User Vector: [-0.6602735759753287, -0.9402301961473076] Predicted: 0.11834126789072186 Movie Vector: [0.6874399920804832, -0.09610897557959744] User Vector: [-0.0441737560429993, -1.9043383962554616] Predicted: 0.15265720591664128 Movie Vector: [-0.5202393934886274, -0.10399377015918176] User Vector: [-0.10407366066366333, -0.15953992956625326] Predicted: 0.07073437686833041 Movie Vector: [-0.41826627609696715, 0.7288800463166013] User Vector: [-0.9131616558658179, -0.4142411409563548] Predicted: 0.08001262326702624 Movie Vector: [-0.2888567047899051, 0.18498964732389542] User Vector: [-0.10407650725111321, 0.4946144173457047] Predicted: 0.12156174355669516 Movie Vector: [0.8697708530739449, 0.246068120292451] User Vector: [-0.875267947899496, 0.2667059134709495] Predicted: -0.6956547269141482 Movie Vector: [0.5376420299775575, -0.5071462127277878] User Vector: [-0.07068954794363111, 0.4868151414851247] Predicted: -0.2848921273573329 Movie Vector: [0.6447628527020739, 0.9701342543998868] User Vector: [-0.5022977969796111, -0.9716420635017574] Predicted: -1.266486209305386 Movie Vector: [-2.1015571804563296, 1.0824628110473666] User Vector: [-0.011047440521195467, -0.1880845918913325] Predicted: -0.18037774810040597 Movie Vector: [-0.404136807190036, -0.26557176031915014] User Vector: [0.6510190764257634, 1.0905598883073284] Predicted: -0.552722680237747 Movie Vector: [2.278212603927829, 0.4347948610985799] User Vector: [-0.39688793477509016, -0.13409716101914812] Predicted: -0.9624998518505309 Movie Vector: [-0.683523210554071, -0.2770405521682121] User Vector: [-0.5892187532398148, 0.2136158012272002] Predicted: 0.3435644544093065 Movie Vector: [0.6443719892058218, -0.5899430168417773] User Vector: [0.44358800734689624, -0.038301908101366806] Predicted: 0.3084316298980831 Movie Vector: [0.7164928408357611, 0.1774457584186796] User Vector: [1.3481188406504954, -0.6452596994230403] Predicted: 0.8514189011807556 Movie Vector: [0.6837678089343698, -0.25441743720144283] User Vector: [-1.1916964437590154, 0.49225381759007] Predicted: -0.9400816209878745 Movie Vector: [-0.20545631745917853, 0.5166025399117605] User Vector: [-0.7588396379948955, -1.0243178976953424] Predicted: -0.3732568300620014 Movie Vector: [0.07710154691837648, 1.1487828571132446] User Vector: [-0.12381898320026141, 0.15115227940152623] Predicted: 0.1640945122474641 Movie Vector: [-0.2073383331298828, -2.6518726348876953] User Vector: [-0.12267585046890313, -0.13058741620253883] Predicted: 0.3717366018397159 Movie Vector: [-0.7754135260027993, -0.7167622958826089] User Vector: [0.40013559477266264, 0.20241197461207464] Predicted: -0.45535182405898056 Movie Vector: [-0.3265858556468134, 0.07545578801917306] User Vector: [0.8863605230273524, -0.6906933272486766] Predicted: -0.3415896191115784 Movie Vector: [1.2267865018084978, 0.3795868929076468] User Vector: [0.11589535845727238, 0.5952454141029575] Predicted: 0.3681262186345063 Movie Vector: [1.2017581697190334, -1.7642725161359365] User Vector: [0.6006640811418277, 0.4330964097475014] Predicted: -0.042247125785697004 Movie Vector: [0.45955507485307673, 0.43246259253294017] User Vector: [0.31720069039729337, 0.3841650838333416] Predicted: 0.311908215134177 Movie Vector: [-0.24665894745869976, 1.0300991039008545] User Vector: [0.5520964675774047, -0.23204008139362506] Predicted: -0.3752038135009633 Movie Vector: [-0.04349240131078504, -0.5034299412463443] User Vector: [0.5221793545872948, -0.1426941443710802] Predicted: 0.04912567067101293 Movie Vector: [1.3941265053709861, 1.1749236574514301] User Vector: [-0.6330472837609044, 1.2361803677040963] Predicted: 0.5698695614483659 Movie Vector: [0.20222507865662032, -0.3342361398729014] User Vector: [1.4382670973457559, -0.6421961631614482] Predicted: 0.5054988435062449 Movie Vector: [-0.681481824192161, 1.2341777286061884] User Vector: [0.7966108867384867, 1.2678736557721793] Predicted: 1.0219055883746537 Movie Vector: [-0.602626599295806, 0.06164962091398718] User Vector: [-0.3178559089057595, -0.812436398522412] Predicted: 0.1414620294643236 Movie Vector: [-0.3762590673195788, 1.1769390101854451] User Vector: [-0.9195285433704347, -0.9314114951675438] Predicted: -0.750233571095544 Movie Vector: [-0.471927059094897, 0.9765062033931554] User Vector: [-0.04171641217337756, -0.6036976330860772] Predicted: -0.5698273799693467 Movie Vector: [-0.24511061811495294, -0.4819957609800879] User Vector: [-0.2580112906592673, 0.9825667782235797] Predicted: -0.41035171504949775 Movie Vector: [0.9895261754078006, -0.013491509174431718] User Vector: [-0.08568524878102904, -0.5506450003417345] Predicted: -0.07735876444119212 Movie Vector: [1.2457277809278293, 0.4768704224907828] User Vector: [0.7939893857953363, -1.360456153894] Predicted: 0.34033333475945715 Movie Vector: [0.6310013422042031, 0.043056953770896286] User Vector: [0.3253588844097841, 0.27551879050806366] Predicted: 0.21716489258655491 Movie Vector: [0.13160483726329075, -0.33779685038717727] User Vector: [0.869154661705539, -0.8440606484324281] Predicted: 0.39950598638662077 Movie Vector: [0.5620144938357744, -0.29354104179243856] User Vector: [0.8811193497625023, 0.38851150973702453] Predicted: 0.3811577720491201 Movie Vector: [0.23649320242312025, 0.6513118085005976] User Vector: [0.5216347142595682, -0.10975614649458917] Predicted: 0.05187758980286716 Movie Vector: [-0.6578172585110461, -0.079417130241492] User Vector: [-0.5907825141146157, 1.1759430913780817] Predicted: 0.29523690816658404 Movie Vector: [0.2000425585543163, 1.0333415408712319] User Vector: [-0.09332681477460053, -0.8197601961911714] Predicted: -0.8657615990863242 Movie Vector: [-0.6493989798633083, -1.6661426439119456] User Vector: [-0.3039829791314608, 1.229750860616928] Predicted: -1.8515341137174992 Movie Vector: [-0.14974248455750383, -0.11941382695342846] User Vector: [-0.29361106846090235, -0.8580092959570059] Predicted: 0.14642422447676176 Movie Vector: [1.8070507049560547, -0.3721141815185547] User Vector: [0.7634098911783898, 0.25013466724984934] Predicted: 1.2864417250512405 Movie Vector: [-0.23490513400919688, -0.3840916517834983] User Vector: [0.3165840250218459, -0.6056155569189179] Predicted: 0.15824466677984278 Movie Vector: [0.2279618562853146, 0.43936248230121794] User Vector: [-0.5042050460090668, 0.7160473682782307] Predicted: 0.1996648309353285 Movie Vector: [1.2308739237501238, -0.20929235527481274] User Vector: [-0.04089331724924904, 0.782288407967288] Predicted: -0.21406150126539908 Movie Vector: [0.333712346623239, 0.5445831029404683] User Vector: [0.11249891549043146, -0.639309963191572] Predicted: -0.31061512641474154 Movie Vector: [-0.7563091749227033, 0.11662944509503834] User Vector: [-1.2556754158075905, -0.46054156565307336] Predicted: 0.8959661304548431 Movie Vector: [-0.6428861653837238, 0.2536125347117219] User Vector: [-0.5111393266814291, 1.2205521306869593] Predicted: 0.6381517213183551 Movie Vector: [0.5140801300749743, -1.1284817309014006] User Vector: [-0.3959858397140833, -0.05185237219496043] Predicted: -0.14505399726215126 Movie Vector: [1.4461785742368034, 1.4986724412273844] User Vector: [-0.22175972176278552, -0.38129965744135796] Predicted: -0.8921474466988608 Movie Vector: [0.3326141876513152, 0.4052585861695373] User Vector: [0.036475650499288303, -1.425327821260289] Predicted: -0.5654940188121775 Movie Vector: [-0.15454871350882504, 0.5088255772567791] User Vector: [0.3840081940619963, -0.6766327812758532] Predicted: -0.40363603789267477 Movie Vector: [0.3756192829227056, 0.9602410226864077] User Vector: [0.7722764309776227, -0.2181252948043411] Predicted: 0.0806290630652263 Movie Vector: [-0.513769502321473, 0.11701132021548075] User Vector: [1.4606231136776526, 0.885853966586702] Predicted: -0.6467686680449775 Movie Vector: [0.49873687119340976, 0.6095177902647035] User Vector: [-0.5118509611872948, -0.003242862010866203] Predicted: -0.25725552898688736 Movie Vector: [-0.2707608880370408, -0.04214600712470579] User Vector: [0.19913940076361775, 0.060474102199615846] Predicted: -0.05646790293608649 Movie Vector: [-0.7080186847541584, 0.4051800194836716] User Vector: [0.6669422829443582, -0.4666717245934337] Predicted: -0.6612936564404464 Movie Vector: [0.218993559934022, -0.18329565674836934] User Vector: [-0.9238285035293998, 0.3765558751374288] Predicted: -0.27133354919219543 Movie Vector: [-0.4801409841201432, -1.2670394148853459] User Vector: [-0.2553615316974705, 0.09356931548760225] Predicted: 0.004053526389016751 Movie Vector: [-1.1696191632180575, 0.4566176073096186] User Vector: [-0.6925355241810482, -0.8005248228964773] Predicted: 0.4444690910684708 Movie Vector: [0.28140341650744816, -0.46335062262573606] User Vector: [-0.015109795104391116, -0.0849500258036936] Predicted: 0.03510969938311059 Movie Vector: [-0.6973005875849599, -0.12204009031537277] User Vector: [0.366478359830926, -0.08249994638336049] Predicted: -0.24547727473963837 Movie Vector: [0.03323218146284378, -1.0741705211696917] User Vector: [1.2885548063648429, -0.664020907703879] Predicted: 0.7560931716457834 Movie Vector: [-2.0055115316419503, -0.1656833747752477] User Vector: [0.22309181452620586, -0.3180696147408859] Predicted: -0.39471435946350014 Movie Vector: [-0.7431227186811988, -1.2869870451318803] User Vector: [-0.4365372218531368, -0.8726962476070126] Predicted: 1.4475494921144696 Movie Vector: [-0.36662595742904835, -1.6218239270820172] User Vector: [-0.021329275747933057, -0.9778183925797828] Predicted: 1.593669131569123
avg loss: 14.647699208528266: 23%|██████████▏ | 15761/70000 [00:25<01:28, 615.01it/s]
Movie Vector: [0.1990915365823111, 0.36082333452199705] User Vector: [-1.1621975848240553, -0.35947615907834163] Predicted: -0.3610910893746791 Movie Vector: [0.43224187205426656, -0.3785910905143154] User Vector: [0.006631572122117707, -0.11806290356190735] Predicted: 0.047564006557516 Movie Vector: [-0.9553163471096714, 1.4568953513890806] User Vector: [-0.3254365401834677, 0.5670588164150707] Predicted: 1.1370402003833908 Movie Vector: [0.31952891919845744, -0.7682698817087361] User Vector: [-0.7206907725595265, -0.36184207821145464] Predicted: 0.047710826992510696 Movie Vector: [0.9681679561935752, 0.05698470974015005] User Vector: [0.3325366226739921, 0.8585485104920383] Predicted: 0.37087544000202 Movie Vector: [0.7338711064750343, -1.4015422005725457] User Vector: [-0.911330948023205, -0.455017552387644] Predicted: -0.031073149518219267 Movie Vector: [-0.1985465157588827, -0.2316621338193099] User Vector: [-0.7058502409203318, 0.3069795968049813] Predicted: 0.06902855754746644 Movie Vector: [0.6438336644425838, 0.16557976485099005] User Vector: [1.4818781302123698, -0.6121330340481782] Predicted: 0.852726182996734 Movie Vector: [-0.855552369140523, 0.35242545916342677] User Vector: [0.2795659004063426, 0.09096200881981424] Predicted: -0.20712594069879922 Movie Vector: [-1.5087693926588863, -0.5888964104960919] User Vector: [-1.141044288439307, -0.321139004879316] Predicted: 1.9106903053091806 Movie Vector: [0.5897513437598224, 1.875929238907799] User Vector: [-0.4975139681752839, 1.2106973207382972] Predicted: 1.9777729721696502 Movie Vector: [1.0373315343596985, 0.696646473665335] User Vector: [-0.42922687343696153, -0.7635273480465277] Predicted: -0.9771592057744378 Movie Vector: [-1.249259980409057, 0.3645581405370687] User Vector: [-1.2828971818003816, -0.37650641896213094] Predicted: 1.465413628205674 Movie Vector: [0.2592679456235856, -1.228591660572345] User Vector: [-1.3225176426071987, 0.41404226917079145] Predicted: -0.8515753112774005 Movie Vector: [1.0849159403938784, 1.138670398611318] User Vector: [0.06695372274099418, 0.2104056211155153] Predicted: 0.31222181353608247 Movie Vector: [1.3061815400591514, 0.5058397475513265] User Vector: [-0.30804609031851427, 0.3532804795971457] Predicted: -0.22366080804720564 Movie Vector: [2.1895825696393096, 0.4048492897224804] User Vector: [0.0909328506800273, -0.03305570683983411] Predicted: 0.18572240542122043 Movie Vector: [0.19018354796583808, -0.049738537060891194] User Vector: [0.5254852886038135, -0.36874706392695467] Predicted: 0.11827959609575128 Movie Vector: [-0.23585346130386245, 0.13663517933747524] User Vector: [0.60018741377181, 0.10093130260969202] Predicted: -0.1277655123362546 Movie Vector: [-0.8748813677587148, 0.28670893353470317] User Vector: [-1.0195859270826808, 0.08559342232473352] Predicted: 0.9165571292659429 Movie Vector: [-1.6097545623779297, 0.5068302154541016] User Vector: [-0.05978704026609816, 0.4494227778569721] Predicted: 0.3240235041706545 Movie Vector: [-0.19049740093766387, -0.8867370725328737] User Vector: [0.28656136330971727, 0.21940641534303656] Predicted: -0.2491449973558708 Movie Vector: [-0.8278923441469004, -0.002745981545188215] User Vector: [0.9029939527067294, 0.09953413099693505] Predicted: -0.7478550991436834 Movie Vector: [-2.0031182843779014, 0.7870269098665961] User Vector: [-0.2536319820500809, 0.5104547363338805] Predicted: 0.9097964745111469 Movie Vector: [-0.5981344650151345, 0.3282920193634388] User Vector: [0.5640145532533939, 0.2910542200195719] Predicted: -0.2418057654364929 Movie Vector: [0.16348428992497546, -1.0715466473707949] User Vector: [-0.6123757988381147, -0.19106838467774503] Predicted: 0.10462486437970225 Movie Vector: [-0.4344325283581354, -0.5842835902146242] User Vector: [-0.4739915301696606, -0.19131382453694365] Predicted: 0.31769886713008316 Movie Vector: [-0.35479334579941146, 0.31502030401046976] User Vector: [1.3156432765001824, 0.2864226182177608] Predicted: -0.3765525396815662 Movie Vector: [-0.11411815169240525, 0.4639637108980632] User Vector: [-0.038086226634310244, -0.5713195815899678] Predicted: -0.26072522339476467 Movie Vector: [0.16807241556223962, 0.2972305377267296] User Vector: [0.2497359336838392, -0.26929518281514125] Predicted: -0.03806903036842825 Movie Vector: [0.17540808047217105, 0.8169582363037379] User Vector: [-0.24225623481191097, -0.1003793967400737] Predicted: -0.12449947605277664 Movie Vector: [0.3454162469334222, 0.6725380135853486] User Vector: [1.3051944797007469, -0.9111990307242823] Predicted: -0.16198060740775116 Movie Vector: [0.3907481069508213, -1.123898412182516] User Vector: [-0.8374320170432126, -0.2759627131853847] Predicted: -0.017070920189010352 Movie Vector: [-1.0570846689435323, 0.3638370451626527] User Vector: [-0.0730051667119336, 0.016125852429483417] Predicted: 0.08303982498352394 Movie Vector: [-0.2509794053967287, -0.6224203355109775] User Vector: [-0.11051004208803296, 0.3494502903641792] Predicted: -0.18976922231925897 Movie Vector: [-0.3531859568305148, 0.4433645757527454] User Vector: [-0.6987234851116613, 0.39724526614515354] Predicted: 0.4229038015433465 Movie Vector: [-0.3472457693776625, 1.1036623272187953] User Vector: [-0.11241652849128828, -0.39797398935577555] Predicted: -0.40019273533822 Movie Vector: [-0.5970980860329546, 0.27209327731454125] User Vector: [0.5211907510553553, 0.4473386038194183] Predicted: -0.18948417313069404 Movie Vector: [-0.7086829319096455, -0.44532567625207226] User Vector: [-0.6359049107648602, 0.6325832619226918] Predicted: 0.16894938767511813 Movie Vector: [0.6645631530920473, -0.5612980131753975] User Vector: [-0.7173414850541475, 0.14970182580119495] Predicted: -0.5607460565422562 Movie Vector: [2.0443959196897095, 0.5397678095846095] User Vector: [0.8904775709983459, -0.89879124762607] Predicted: 1.3353501297192798 Movie Vector: [1.3817845875309738, -0.4156150488098387] User Vector: [0.14040290079999002, 0.8109804743883501] Predicted: -0.1430491250766738 Movie Vector: [-0.17058902795161057, 0.7018565750376278] User Vector: [0.40890781719984726, -0.3090420761261054] Predicted: -0.28665840015032296 Movie Vector: [1.8929127772955079, 1.6759256077969293] User Vector: [-0.8825495786081029, -0.3599565654584277] Predicted: -2.273849799690455 Movie Vector: [-0.13073336348929995, 0.5575408392200454] User Vector: [-0.6407614987419789, 0.08502145048091933] Predicted: 0.13117183677782102 Movie Vector: [-0.6046133903181368, 1.3853655757234793] User Vector: [1.706023585314603, -1.1977095645760945] Predicted: -2.690750304358244 Movie Vector: [-0.053078841527462346, 0.46496012049816193] User Vector: [0.7739938784431346, -0.18169853639095587] Predicted: -0.1255652717917876 Movie Vector: [0.8675413880689467, -1.1259438317510984] User Vector: [-1.0402490664385111, 0.028705567950499195] Predicted: -0.9347799762062684 Movie Vector: [0.034237917425793574, 0.28848565858443415] User Vector: [-0.6567690244711666, 0.6430678026420841] Predicted: 0.16302943493198374 Movie Vector: [-0.1977977104200998, 0.34384209891324413] User Vector: [0.930486464688165, 0.5352965476236884] Predicted: 9.396183730275842e-06 Movie Vector: [-0.41857246692937955, 0.7196448818281362] User Vector: [0.5056557033689818, 0.3492947239687205] Predicted: 0.039714605177596035 Movie Vector: [0.586551817603169, -0.28272181202027863] User Vector: [-0.7784112260394422, 0.10256582963055397] Predicted: -0.4855761166806595 Movie Vector: [-0.42170541498321146, 0.09020892452450735] User Vector: [-0.6287988075899751, 0.7256245124153238] Predicted: 0.33062566896928536 Movie Vector: [1.8462753577893387, 0.7853399067836659] User Vector: [-0.3263164607635757, -0.8840905785563717] Predicted: -1.2967816529005995 Movie Vector: [-0.15883311340493997, 1.9852390346920028] User Vector: [0.7039858518716631, -0.42388199077099015] Predicted: -0.9533233388273301 Movie Vector: [-0.4553231493958852, 1.6327506679037171] User Vector: [-1.0265530479066969, -0.10032513624513673] Predicted: 0.3036074335830439 Movie Vector: [0.72420988727024, 0.29042250393412017] User Vector: [0.163586918145758, 0.64175950400312] Predicted: 0.30485266562533053 Movie Vector: [-0.21885836487635607, -0.3498843312910437] User Vector: [0.5153970214650445, -0.6379479763339617] Predicted: 0.11040905171809892 Movie Vector: [0.1814279632294627, 0.4773084954667992] User Vector: [-0.6373270628054549, 1.270332003596258] Predicted: 0.49071130646404487 Movie Vector: [-0.19226857615251408, 0.1226786479859264] User Vector: [1.031720964431162, -0.5655847052792801] Predicted: -0.2677526877830589 Movie Vector: [-0.406250436538416, -0.5040431322309539] User Vector: [-0.06610856597364168, 0.03912918135230961] Predicted: 0.007133838655269439 Movie Vector: [-0.13674446237431465, 0.025031840280878792] User Vector: [-0.2591693078542959, 0.2513178352562486] Predicted: 0.041730915578329565 Movie Vector: [-0.6015283467975521, -0.5085495359472172] User Vector: [-0.6748088581976835, -0.9520081160535949] Predicted: 0.8900599425130364 Movie Vector: [1.4043367030131595, -0.6689746957568854] User Vector: [1.2662201048347708, -0.08233581993189634] Predicted: 1.8332799474014732 Movie Vector: [0.43897473629339756, 0.18379862915130454] User Vector: [1.3834385614080278, 0.593469623469878] Predicted: 0.7163734809089107 Movie Vector: [0.7119910893400431, 0.4727354304201995] User Vector: [-0.33996479216033526, -0.6730086020091628] Predicted: -0.5602069138547967 Movie Vector: [0.8491671446779313, -0.06855296213423462] User Vector: [0.2802768944101884, -0.21528449849780848] Predicted: 0.25276032021910566 Movie Vector: [0.5261019923902077, -0.1892904491133471] User Vector: [0.39953320702212347, -1.8998746374660913] Predicted: 0.5698233396254024 Movie Vector: [1.0395978169752091, -0.93433228955885] User Vector: [0.33798657226630213, 0.4272705361552654] Predicted: -0.04784255561200501 Movie Vector: [0.7614547893457208, -0.5365460316518945] User Vector: [-1.3761866558928473, 0.2513934281064859] Predicted: -1.1827880663971806 Movie Vector: [-0.9865146375865486, 1.4126395700176155] User Vector: [-0.23996727397834117, -0.18118789722570083] Predicted: -0.01922196490793468 Movie Vector: [0.16395728477925767, -0.1507853934187448] User Vector: [0.5181012160598373, -0.8083786764316158] Predicted: 0.20683816538306782 Movie Vector: [-0.03648021181821992, 0.38431878550351234] User Vector: [-0.2649525145286504, -0.8621253727238386] Predicted: -0.3216654523452134 Movie Vector: [0.37856461985220047, -0.46660197872485887] User Vector: [-0.12491544374633132, 0.17994145615035512] Predicted: -0.13124960696988697 Movie Vector: [0.6057521133859388, -0.5680455615576439] User Vector: [-1.140980029309596, 0.12537570009348406] Predicted: -0.762370174050724 Movie Vector: [0.8570501096702383, -0.08682289112253849] User Vector: [-0.4808298536842227, 0.48374254560126984] Predicted: -0.4540952052008664 Movie Vector: [-1.524062919394829, -0.5217312892922487] User Vector: [-0.47302323245138156, -1.4181957706185437] Predicted: 1.4608342764650584 Movie Vector: [2.0710294307820467, 0.5128856427081243] User Vector: [-0.7667971884534154, -0.47912779648250914] Predicted: -1.8337973125662097 Movie Vector: [0.3751198617924314, 0.5299116812859719] User Vector: [-0.6576388187192678, 0.15699844925746412] Predicted: -0.16349807058199642 Movie Vector: [-0.49164498918365257, -0.6073758481876346] User Vector: [-0.3416993269523652, -0.13426666019507275] Predicted: 0.24954508852286017 Movie Vector: [-0.3006518494820174, -0.4236935156702778] User Vector: [-1.3374126157873705, 0.3409962210958122] Predicted: 0.2576176887106917 Movie Vector: [-0.5510958966523244, -0.03884814029453718] User Vector: [0.34962072982906545, -0.2757375832172191] Predicted: -0.1819626572760897 Movie Vector: [1.3013855508888312, 0.34188968218680427] User Vector: [0.6754827481769129, -1.1134089298443595] Predicted: 0.49840046318367554 Movie Vector: [-0.1589679718017578, -0.1645946502685547] User Vector: [-0.44204360254908526, 0.5844818253084796] Predicted: -0.025931806679805255 Movie Vector: [-0.02762819583121795, 0.4217339393912213] User Vector: [-1.3056180865321216, 0.9630165540735954] Predicted: 0.44220863722390596 Movie Vector: [-0.9301227058351144, -0.004933821110446157] User Vector: [-0.5553330224261503, -1.0784343478024507] Predicted: 0.5218486556100211 Movie Vector: [0.11954319279578401, 0.7938104988336928] User Vector: [0.7665283161746017, -0.11630169214808277] Predicted: -0.0006882619753840608 Movie Vector: [-0.16019916295218128, -0.19498581855468022] User Vector: [0.1799819480635454, -0.3437049139118574] Predicted: 0.03818462655408648 Movie Vector: [0.28911794385285383, -0.3715360098288777] User Vector: [-0.2127285511729853, 0.09218090957580646] Predicted: -0.09575216864012182 Movie Vector: [-0.13655277030780782, 1.2695153841354758] User Vector: [0.3949548588928511, -1.1836732508458705] Predicted: -1.5566235818668308 Movie Vector: [0.6575255641818035, 0.3649131859121447] User Vector: [0.5534716758439129, -0.5469985340724101] Predicted: 0.16431479816028108 Movie Vector: [0.36949781271430043, -0.3351731758635563] User Vector: [-0.2736886112603769, -0.7700906525662795] Predicted: 0.15698638649795474 Movie Vector: [0.6433960359431657, 0.2714915958768358] User Vector: [-0.048380277718368246, 1.628653214574084] Predicted: 0.41103798145282916 Movie Vector: [0.05578373588939598, 0.4394041419106084] User Vector: [0.12945259583087998, 0.13926053603342406] Predicted: 0.06841300575380459 Movie Vector: [-0.1301976678639709, 0.8644359605737059] User Vector: [0.17531516729947616, 0.19566926821071784] Predicted: 0.14631792589691228 Movie Vector: [-0.06688214595725263, -0.3297657703395972] User Vector: [-1.4029114658521638, -1.0755405978514132] Predicted: 0.4485062032062098 Movie Vector: [0.36910064436501544, 1.0289788615177071] User Vector: [0.07663654596124575, 1.118985335289583] Predicted: 1.1796988548574898 Movie Vector: [-1.3378522243312465, 0.338557967662612] User Vector: [-0.2506422795354373, 0.12095164466784487] Predicted: 0.37627147419213475 Movie Vector: [-1.6038480511465503, -1.1307384552725528] User Vector: [0.2330917247776298, 0.11010599494616284] Predicted: -0.49834479116466124 Movie Vector: [-0.4668650549217719, -0.5607905320302136] User Vector: [0.8745913888687422, 0.16788155220539208] Predicted: -0.5024625417776339 Movie Vector: [0.8093918065103054, -1.0848320203208217] User Vector: [0.2153348227746687, 0.7781396631744313] Predicted: -0.6698605816831165 Movie Vector: [-0.21381935227977406, -0.0033586176992633793] User Vector: [-0.23597416298752028, -1.4876178750137194] Predicted: 0.05545218240951507 Movie Vector: [0.8599160020865523, 0.791935237637127] User Vector: [-0.4311710365477145, -0.06730469355223344] Predicted: -0.4240718324460073 Movie Vector: [1.4317209800797528, -2.03588615981806] User Vector: [0.03352932273147115, -0.7926673083684588] Predicted: 1.661785037250092 Movie Vector: [0.21456196555825913, 0.6400489779195446] User Vector: [-0.1853649586849599, -0.012148568386427736] Predicted: -0.04754794865998926 Movie Vector: [0.540590218723191, 0.1652270011562188] User Vector: [-0.41785567450399563, 1.4175367307220317] Predicted: 0.008326652571150256 Movie Vector: [-1.1069965244409337, 0.23011673560933518] User Vector: [-0.23705027877825538, -0.5077247251979381] Predicted: 0.14557787837458686 Movie Vector: [1.159495386824071, 0.16956872021214325] User Vector: [-0.5910751231730156, -0.3306822130532061] Predicted: -0.7414222382499326 Movie Vector: [0.05555152893066406, 0.7258892059326172] User Vector: [0.23242906953994732, -0.18560574675381233] Predicted: -0.12181741794677955 Movie Vector: [0.391835739591464, 1.4437029788966025] User Vector: [1.0766873882883614, -0.04687965075681272] Predicted: 0.354204307651529 Movie Vector: [-0.8433393762268868, 0.09322864752034182] User Vector: [-0.14409373218765076, -1.1033543433082682] Predicted: 0.018655685059012703 Movie Vector: [0.011561350698757217, 0.464283595790062] User Vector: [-1.6014522271240148, -0.20901730733918902] Predicted: -0.11555825785888173 Movie Vector: [-0.4844307116789748, -0.561886183220591] User Vector: [0.1963406374062865, -1.1155084716907098] Predicted: 0.5316753627982967 Movie Vector: [-0.8186930433920083, 0.0937490381883927] User Vector: [-0.5612420673691024, -1.1641356569802024] Predicted: 0.35034837805132646 Movie Vector: [-0.7737552543253442, 0.12987612376025662] User Vector: [-0.3296069150996489, -0.05282841905320568] Predicted: 0.24817393212930813 Movie Vector: [-0.8697359446276816, -0.14287559494640034] User Vector: [0.5587060597419788, -0.3774352631645871] Predicted: -0.4320004548605083 Movie Vector: [0.8918179775331917, 1.1819130089240175] User Vector: [-0.46368978344440953, 0.5620694768729164] Predicted: 0.25079034176102016 Movie Vector: [0.11497716805518947, 0.15338717786010464] User Vector: [-1.4225022575419182, 0.28516595603501693] Predicted: -0.1198144799062936 Movie Vector: [0.5254250068148323, -0.13114797000672773] User Vector: [-0.1859821933398976, -0.1665415724572197] Predicted: -0.07587810605356043 Movie Vector: [0.2066064194879902, -1.922975301059636] User Vector: [-0.09155332321703136, 0.08227328066864521] Predicted: -0.1771249909650495 Movie Vector: [0.03004801207882521, -1.1568294863929878] User Vector: [1.1057070590431128, 0.06004215570962808] Predicted: -0.03623423708572709 Movie Vector: [0.36808259725751696, -0.23951642139530643] User Vector: [0.6685820223293347, 0.018626897195102077] Predicted: 0.2416319595007956 Movie Vector: [0.16334504325482602, -1.141220568373193] User Vector: [-0.04052372665781065, -0.5470001153779289] Predicted: 0.6176284326880355
avg loss: 14.64207582600114: 23%|██████████▍ | 15904/70000 [00:26<01:25, 631.15it/s]
Movie Vector: [-0.19953956617685628, -0.4935863393483678] User Vector: [0.432772715764962, 0.28284827154349074] Predicted: -0.22596532289908516 Movie Vector: [1.0658665663580156, 0.5440867102433877] User Vector: [0.3738998274582751, 0.36196912109231527] Predicted: 0.5954699135596144 Movie Vector: [-0.7131961094257103, -0.6852890895266843] User Vector: [0.9332851270037609, -0.017503627102384928] Predicted: -0.6536202768835542 Movie Vector: [-0.01663999708903141, -0.3635019838566376] User Vector: [-0.22589719021112092, -0.5972719843578875] Predicted: 0.22086847980361618 Movie Vector: [1.025997595092535, -0.18366730322079738] User Vector: [-0.7588018802038835, -0.46316612013999514] Predicted: -0.6934604320115256 Movie Vector: [-0.4385660400343051, 0.0354205165153213] User Vector: [0.26277295074210283, 0.2763978313906849] Predicted: -0.10545313848352081 Movie Vector: [0.8247489759535485, 0.6688414114547326] User Vector: [-0.5291486428464487, -1.2787805684057678] Predicted: -1.2917162016282175 Movie Vector: [-0.6634608057609179, 0.7628546701546389] User Vector: [1.457467023517118, -0.9651090298042199] Predicted: -1.7032101763871956 Movie Vector: [1.311019639219155, -1.6854917938488891] User Vector: [0.7432679380497793, 1.0415118602878228] Predicted: -0.7810208297262292 Movie Vector: [-1.0962488493262417, 1.140025538690957] User Vector: [1.2102819081718068, -0.5017874056672054] Predicted: -1.898820606647805 Movie Vector: [0.6087206132270455, 0.0655572858415247] User Vector: [0.6903500691846944, -0.6128162851436996] Predicted: 0.3800557450819337 Movie Vector: [0.37344520814834764, 1.0017332724055408] User Vector: [0.7481426901922844, 0.24402605651706133] Predicted: 0.5238393228105778 Movie Vector: [1.4404686340763382, 1.0720108277535907] User Vector: [-0.2110076721994801, 0.4212742171858427] Predicted: 0.14766058892382833 Movie Vector: [0.16442441576115685, 0.5295952505659759] User Vector: [-0.34049486286476427, -1.303559758598825] Predicted: -0.7463447258790818 Movie Vector: [-0.3443743741636344, -0.7736198466175227] User Vector: [-0.35920693996854464, -1.0242796098063793] Predicted: 0.916104699778769 Movie Vector: [-0.17142142909235936, -0.9215265878829313] User Vector: [0.3810553614221609, 0.1829544228707442] Predicted: -0.23391841966446017 Movie Vector: [-1.3766638433508656, -0.13900823775435953] User Vector: [-1.1643305445828007, 0.1021126600358315] Predicted: 1.5886972615121737 Movie Vector: [-0.7176839986463499, -0.39106560910099475] User Vector: [-0.6334729266052749, 0.9765120206992375] Predicted: 0.07275311483108887 Movie Vector: [0.11197139199848173, -1.1088767903496946] User Vector: [-0.8907205402855424, -0.24578715690098374] Predicted: 0.1728124548761277 Movie Vector: [0.3930071832786567, -0.49974167051008944] User Vector: [-1.31800600430163, 0.31476625025375304] Predicted: -0.6752876390169481 Movie Vector: [0.0653409471437489, -0.49117330864724534] User Vector: [0.6327642951039023, 0.055649458944354815] Predicted: 0.014011889486707816 Movie Vector: [-0.33804893493652344, 0.6655788421630859] User Vector: [-0.12611546385996641, -0.1220124839358649] Predicted: -0.03857572955058783 Movie Vector: [-0.6448093492555519, 0.011300339495627365] User Vector: [0.47708989329099616, -0.6991887880910507] Predicted: -0.31553309430633303 Movie Vector: [-0.41366951401112095, 0.06160793718604135] User Vector: [-0.8740952159076452, -0.3271240607854911] Predicted: 0.3414331045750461 Movie Vector: [-0.7775592803955078, -0.6369495391845703] User Vector: [0.1586303325995232, -0.36969295368682087] Predicted: 0.11213126922561792 Movie Vector: [0.2066502695515624, 0.77243996961868] User Vector: [1.403146307110613, -0.14756245989088124] Predicted: 0.17597742054971754 Movie Vector: [0.9923247192083257, -0.5123266481055344] User Vector: [-0.14761005108310166, 0.724086111525231] Predicted: -0.5174457129508572 Movie Vector: [0.4580372719126349, -1.1358202638711685] User Vector: [1.2148474521298942, -1.1322909414259743] Predicted: 1.842524408632976 Movie Vector: [0.06187784553282133, 0.9322180218301535] User Vector: [-1.314550774822215, 0.2974269445309895] Predicted: 0.1959251880801662 Movie Vector: [0.4727855462662998, -0.691716185803144] User Vector: [0.5778816070622932, 0.557429057388362] Predicted: -0.11236863016032611 Movie Vector: [-0.05271738074606459, -0.762650925356177] User Vector: [0.263291046476459, -1.1016311116485415] Predicted: 0.8262799723557848 Movie Vector: [-0.6785037966249605, 0.1932252469219452] User Vector: [-0.6963301536019374, 0.496518203131895] Predicted: 0.5684025053247574 Movie Vector: [0.5374820230424483, -0.2957182792545597] User Vector: [0.47098777961996285, -0.5376756404286355] Predicted: 0.41214797980305784 Movie Vector: [0.8130359649658203, 0.33158302307128906] User Vector: [0.4215927716077611, -0.5347281561301553] Predicted: 0.1654633073557576 Movie Vector: [-0.5182423412118836, 0.022472283244483436] User Vector: [1.0247236564872808, -0.7081285210231059] Predicted: -0.5469684515310989 Movie Vector: [-0.5206457776433764, 0.8991031478647034] User Vector: [-0.9830262157265289, -0.7327906667467201] Predicted: -0.1470459466670867 Movie Vector: [0.6057310172614355, -0.5634759586091994] User Vector: [0.1152054978957544, 0.3724424667959858] Predicted: -0.14007883257013753 Movie Vector: [0.8395378748901626, 0.5646280182023983] User Vector: [-0.9419263789433708, 0.04651235413023413] Predicted: -0.7645206921466214 Movie Vector: [0.7587727979904181, 0.4260144980379639] User Vector: [-0.3679110448819205, -0.16631095966290463] Predicted: -0.35001177293563746 Movie Vector: [1.117641165960326, -0.5969885167847362] User Vector: [-0.01694790931950843, -0.8690376671633435] Predicted: 0.4998638268174664 Movie Vector: [1.7831803816151612, 0.6143964187987176] User Vector: [-0.18409677996362137, -0.9510241505624487] Predicted: -0.9125835986463138 Movie Vector: [-1.8389679639648575, 0.1975048080351932] User Vector: [0.054114736105824957, 0.6199377596200637] Predicted: 0.022925422130503942 Movie Vector: [1.2810332618326372, 0.5025902719151388] User Vector: [-0.5026976948696092, -0.4137241684643057] Predicted: -0.8519062101009034 Movie Vector: [0.3165805873089953, 0.3179633084848842] User Vector: [-0.7241473736193393, 0.19297879937344006] Predicted: -0.1678908233224572 Movie Vector: [-1.0314518536704227, -0.29639005332798396] User Vector: [-0.030859952242691696, 0.21931699441724076] Predicted: -0.03317282072615409 Movie Vector: [0.5085519761509746, -0.3874834102049621] User Vector: [-0.2781196971219106, 0.5221843615652213] Predicted: -0.34377609875285103 Movie Vector: [-0.35001208904975567, 0.3055329348462973] User Vector: [-0.587357331782828, 0.2562813310750494] Predicted: 0.28388455394567347 Movie Vector: [-1.066667561317644, 0.3659537762822775] User Vector: [-0.39386153837569193, 0.140954722768958] Predicted: 0.4717022397181367 Movie Vector: [0.4134024179588434, -0.923196557779408] User Vector: [-0.2489843280803201, 0.17048218274633054] Predicted: -0.2603192875363946 Movie Vector: [0.5121990115714379, 0.49622021657025184] User Vector: [0.7934292370201839, 0.06233025582068848] Predicted: 0.4373232039958395 Movie Vector: [0.6701980190224084, 0.3859750463905495] User Vector: [0.09095389335285195, -0.9277619839924566] Predicted: -0.29713585566341993 Movie Vector: [0.7523897991961722, -0.6734486453379578] User Vector: [-0.04759229769992872, -0.8500269588909378] Predicted: 0.5366415446561122 Movie Vector: [0.22285717781504397, 0.2625854080420656] User Vector: [0.1862671423224455, 0.05847043653022832] Predicted: 0.05686445309234105 Movie Vector: [-1.4777883294599357, 0.3866038047193244] User Vector: [0.7836570178731427, 0.8739203200430474] Predicted: -0.8202182745621347 Movie Vector: [1.096026911914084, 1.1735872153049816] User Vector: [-0.421406188955786, 0.8090293915077814] Predicted: 0.4875940267368078 Movie Vector: [-0.9200278542479301, 0.1058218867271993] User Vector: [0.6672755715241998, 1.1777172121851516] Predicted: -0.48928385483694076 Movie Vector: [-1.5797889911796275, -0.08576079995758829] User Vector: [0.24488754111682354, 0.28353313798628654] Predicted: -0.4111866702615954 Movie Vector: [2.192581069373331, -0.6017296124221037] User Vector: [0.24023304741736679, -0.08363153625771226] Predicted: 0.5770540039038026 Movie Vector: [-0.8767942820421708, -0.5078983746236231] User Vector: [0.9525339104814352, -0.7644641590099581] Predicted: -0.44690618234221874 Movie Vector: [-0.11557363163160689, 0.8807578482457843] User Vector: [0.4587832717054604, 0.9107900592686746] Predicted: 0.7491622439622979 Movie Vector: [0.07525915836371945, -1.9746206436982228] User Vector: [0.6981244460834528, 0.6612789837546519] Predicted: -1.2532348743203388 Movie Vector: [-0.2610129965869188, -0.7805618682345075] User Vector: [-0.14653552931270425, 0.26010831503404475] Predicted: -0.16478295471394455 Movie Vector: [1.1938977650624127, 0.4308770706951967] User Vector: [1.0321249656944222, 0.8834044346153949] Predicted: 1.6128904048339179 Movie Vector: [-1.3078054249255913, 0.5761657060925452] User Vector: [-0.76030642777515, 0.9074005169135021] Predicted: 1.5171459303863468 Movie Vector: [-0.5994701385498047, 0.6774044036865234] User Vector: [-0.11140836641234553, -0.28131894532314894] Predicted: -0.12378070355353321 Movie Vector: [-0.6445408142190703, 1.4400249152512319] User Vector: [-0.2117614913537278, 0.06388427012156422] Predicted: 0.22848386472506865 Movie Vector: [-1.5370667450018543, 1.6507744379639222] User Vector: [-0.2825428474385976, -0.869445236336959] Predicted: -1.0009707565185524 Movie Vector: [-0.14391660138030737, 1.251629284610808] User Vector: [-0.8714364420265376, -0.4367617317506316] Predicted: -0.4212496028010141 Movie Vector: [-0.07994427558029432, 1.0600071746873436] User Vector: [-0.20735484652106848, 0.8184045268617766] Predicted: 0.8840915032632739 Movie Vector: [0.29047313191420726, 0.17945305687604549] User Vector: [0.6270755677916523, 0.17543275363592475] Predicted: 0.2136305480394699 Movie Vector: [0.1436994287693831, -0.3638934154875996] User Vector: [-0.2629552334397933, 0.18861283613721325] Predicted: -0.10642148598399157 Movie Vector: [0.052331930458158975, -1.8121787969724017] User Vector: [0.23326153890947152, -0.10581527573520946] Predicted: 0.20396322571590847 Movie Vector: [0.49795229148038583, -0.7817438069768929] User Vector: [0.4271447529769508, -0.29411716243750563] Predicted: 0.4426219787998329 Movie Vector: [0.16789536499007096, -0.773200846174377] User Vector: [0.030670432996251773, -0.7322410439322292] Predicted: 0.571318818314318 Movie Vector: [0.18350511619849547, -0.47814153376428037] User Vector: [0.2507097414159707, -0.8357566823992536] Predicted: 0.44561650220675814 Movie Vector: [-0.23194621189132647, -0.20834969554880145] User Vector: [0.04146453567666213, -0.7819506313689043] Predicted: 0.15330163400186975 Movie Vector: [0.6918787998585294, 0.1648233891987952] User Vector: [-1.0801876040086673, -0.565002673822263] Predicted: -0.8404845586893439 Movie Vector: [0.21345270784328807, 0.24829607352783442] User Vector: [0.7113797656691736, 0.4363723209601021] Predicted: 0.2601954711776301 Movie Vector: [-1.554571593844468, 0.4445496621220923] User Vector: [0.5642160997631157, 1.1895711443204795] Predicted: -0.34829087120359636 Movie Vector: [-0.040555173197221406, 0.039510055647885345] User Vector: [1.3531915525083509, 0.9103215707329764] Predicted: -0.0189120618638628 Movie Vector: [0.14091585281371738, -0.09065085803223805] User Vector: [0.7523789023066564, -0.0005282028028366775] Predicted: 0.10606999669488322 Movie Vector: [-1.7311530622721256, -0.01185047032619678] User Vector: [0.10135520709162085, 1.1247332010467705] Predicted: -0.18878999455777798 Movie Vector: [0.36148641431181805, 0.6715841735063123] User Vector: [0.03870516182673012, 0.6071129474243423] Predicted: 0.4217188371850615 Movie Vector: [-0.3695052170176314, 1.0248600256620368] User Vector: [-0.15913178199779066, -0.813204897685163] Predicted: -0.7746211686686142 Movie Vector: [-0.4904746567450194, 0.3838488154474527] User Vector: [0.22281552723687537, 0.5179267477640437] Predicted: 0.08952019937881282 Movie Vector: [0.8998803826804304, -0.260648161439139] User Vector: [0.1690744796837935, 0.7809882169525689] Predicted: -0.051416335374971756 Movie Vector: [1.514480162816347, -0.2806507613311139] User Vector: [0.7241769512933467, -0.8922804930130572] Predicted: 1.3471708267876097 Movie Vector: [-1.0750929454087432, 0.9231575721649758] User Vector: [-0.48714322364738727, 0.5875202965383155] Predicted: 1.0660980536969378 Movie Vector: [0.21232351337789895, -0.574209472260379] User Vector: [0.008784775278805126, 0.41184871441273785] Predicted: -0.23462221860262253 Movie Vector: [-0.4151538705919052, -0.4987732541053837] User Vector: [0.19265107857392233, 0.9465734224322583] Predicted: -0.5521053470998766 Movie Vector: [-0.3859104020598118, -1.4333988273093075] User Vector: [-0.12853768932725124, -0.20556076929126527] Predicted: 0.3442545970110174 Movie Vector: [0.1976368832288137, -1.9149149363651785] User Vector: [0.5776045750300728, 0.11401404561616918] Predicted: -0.10417123095817611 Movie Vector: [1.6851127810533355, -0.9120813128878235] User Vector: [-0.19316187908932053, -0.8431368239777358] Predicted: 0.4435097900919899 Movie Vector: [-0.40551463329095594, -0.39695695539685494] User Vector: [0.6866490368609202, 0.39829519157102544] Predicted: -0.4365522789774855 Movie Vector: [1.3565083630334327, 0.943473032080917] User Vector: [-0.49519832522941115, 0.3743469935388558] Predicted: -0.3185543764893662 Movie Vector: [-0.5071515392575483, 1.2727613946348337] User Vector: [0.5093926658447999, -0.5588056994491937] Predicted: -0.9695655959305458 Movie Vector: [-0.5402019956620236, -0.001139420477898792] User Vector: [0.5980066233301039, 0.6317831082460581] Predicted: -0.3237642379531563 Movie Vector: [-0.3565089523144287, 1.145078538196077] User Vector: [0.15908742299319542, -0.9630670167791214] Predicted: -1.1595034622559997 Movie Vector: [0.5675904284249498, 0.7571437755614063] User Vector: [-1.4063604230228441, 0.30670023526841317] Predicted: -0.5660205409267318 Movie Vector: [-0.03159983488985391, 0.3676964400600118] User Vector: [-0.023012040255786827, -0.6693466299135042] Predicted: -0.24538919631280018 Movie Vector: [0.05235066534980584, 0.4922697687676818] User Vector: [0.4694082691405671, -0.5621853240504308] Predicted: -0.25217300426468037 Movie Vector: [1.4633446541283797, -0.5650494394274383] User Vector: [-0.3533590265692663, 0.7082891765428656] Predicted: -0.9173044446762121 Movie Vector: [-0.36702101183553776, -0.2622768629004889] User Vector: [-0.6268135053766294, -1.1039110542444714] Predicted: 0.5195840552039221 Movie Vector: [0.21285967350041818, 0.1943247224223713] User Vector: [0.37090119781769704, -0.2911609183478611] Predicted: 0.022370143230198182 Movie Vector: [0.041424474296890446, -0.11091784833047263] User Vector: [1.402251794139891, -1.4564013879287756] Predicted: 0.2196284516586902 Movie Vector: [-0.5057943627477348, -1.888096907782801] User Vector: [-0.7004500836372402, 1.1627031169940714] Predicted: -1.8410124561760348 Movie Vector: [0.5434278023417497, -0.4972291603530141] User Vector: [-0.7306211734972266, 0.30762814000652494] Predicted: -0.5500015404143519 Movie Vector: [0.1843979674930929, 0.06621559461582474] User Vector: [-0.20772231108181186, -0.5277231205056959] Predicted: -0.07324707218325727 Movie Vector: [-0.09968775025200041, 1.1379322838343022] User Vector: [1.7268099235625483, -0.19363400924254168] Predicted: -0.39248418675813707 Movie Vector: [0.04873302344901165, -0.9750128650644321] User Vector: [0.27180315124198373, -0.8907177403548199] Predicted: 0.8817070453300606 Movie Vector: [0.9261232249671397, 0.11564170176374755] User Vector: [0.6011455032709065, 0.7190002223994084] Predicted: 0.6398812214505267 Movie Vector: [-0.6151149525184594, -0.07047017513110193] User Vector: [0.9812279971356416, 0.11418149695605057] Predicted: -0.6116144029550975 Movie Vector: [0.4217517346179951, -0.08707854598632511] User Vector: [0.7176810029475617, -0.6645523289333136] Predicted: 0.36055145843085556 Movie Vector: [0.6435740449581343, -0.13304194811305076] User Vector: [-1.5474448138150212, -0.8561349387291832] Predicted: -0.8819934580802423 Movie Vector: [-0.11970664408567437, 0.3801324832341244] User Vector: [-0.06038374205913226, 0.8589498536938075] Predicted: 0.3337430759774486 Movie Vector: [0.8537080952069056, 0.07888500267477304] User Vector: [-0.5632199729159981, 0.19905844778401327] Predicted: -0.46512272407472366 Movie Vector: [-0.7432142140350587, 0.4931863791742377] User Vector: [-0.16869980647973426, -0.21657931727582574] Predicted: 0.018566124789409263 Movie Vector: [1.268928931994806, 1.1081891090332348] User Vector: [0.7799994798854816, 0.05425932581416065] Predicted: 1.049893500898327 Movie Vector: [0.5898649820368793, 0.5018803422940045] User Vector: [0.09257348926932828, -0.42380442400166746] Predicted: -0.1580932497987267 Movie Vector: [0.4667033263386864, -0.3089103687744684] User Vector: [0.5113004684308177, -0.5130032950496528] Predicted: 0.3970976664314968 Movie Vector: [-0.38511145938369395, 1.0862065540278472] User Vector: [0.8859820634781058, 0.6126608744930092] Predicted: 0.32427441181690897 Movie Vector: [-1.6918127374977012, 0.6546792695984697] User Vector: [-0.6290830014720005, 0.709400717435681] Predicted: 1.5287205783770375 Movie Vector: [-0.0652216542818109, -0.49195184535251363] User Vector: [0.49289985017495663, 0.6315614118979133] Predicted: -0.3428455456602848 Movie Vector: [0.7514286041259766, 0.42281150817871094] User Vector: [-0.172338891869401, -0.03100395672040386] Predicted: -0.14260920265450303 Movie Vector: [0.2919832482308904, 0.7221464060377748] User Vector: [-0.07474633214815422, 0.9045587426399067] Predicted: 0.6313991681934941 Movie Vector: [0.1698671871605863, -0.8202771011709504] User Vector: [0.27585321391714124, 0.16956157232743724] Predicted: -0.09222906550142639 Movie Vector: [-0.3917525825399615, 0.48380226376914776] User Vector:
avg loss: 14.634401827049132: 23%|██████████▎ | 16047/70000 [00:26<01:20, 673.05it/s]
[-0.18833225362497713, 0.03503598328813701] Predicted: 0.09073013476133453 Movie Vector: [1.4038893413519307, 1.1450409348916786] User Vector: [-0.1735224501517375, -0.3508355145220978] Predicted: -0.6453273437948819 Movie Vector: [1.1169416491376776, 1.0712506682160874] User Vector: [0.5530092052060982, -0.02334953425459059] Predicted: 0.5926658094784512 Movie Vector: [-0.6433179539770335, -0.6952767795486905] User Vector: [0.24158102881694443, 0.9655706458092413] Predicted: -0.8267522622231821 Movie Vector: [0.04934552401971845, -0.5287994396837012] User Vector: [0.04776137408863167, -0.18847185134636274] Predicted: 0.10202061942041178 Movie Vector: [1.7259187313105158, 0.3303781642426814] User Vector: [0.8160264774981102, -0.13017400218836428] Predicted: 1.3653887348842129 Movie Vector: [-0.8415949948646178, -0.8805054663367898] User Vector: [0.6754320130077817, -0.21160757703070238] Predicted: -0.3821185732248657 Movie Vector: [0.9090415164290726, -0.11454328225120833] User Vector: [0.919982738087424, 0.6907014749236395] Predicted: 0.7571872893260579 Movie Vector: [-1.0163539408670887, 0.29858544278790494] User Vector: [0.17063250616213732, 0.5605320979167124] Predicted: -0.006056295424621189 Movie Vector: [1.2655907331228735, 0.01098875577738953] User Vector: [1.109812535179467, -0.09801608247792283] Predicted: 1.4034913852341302 Movie Vector: [-0.3456957422263952, 0.5034727360082741] User Vector: [0.12439947172540329, 0.47608131812699955] Predicted: 0.19668959608914127 Movie Vector: [0.4209851939807472, -0.2380425390628375] User Vector: [0.13920129498592015, -0.45848982708350616] Predicted: 0.16774176674545793 Movie Vector: [-0.12695157975203425, 0.48319062800009166] User Vector: [-0.6518190621940082, -0.8582979394401702] Predicted: -0.3319720607112616 Movie Vector: [0.6122666018617802, 0.756598193225798] User Vector: [0.8963002812038893, -0.8239973305901861] Predicted: -0.07466016412695209 Movie Vector: [0.06877933425785918, 0.6613237865511531] User Vector: [0.34730738001931266, 0.09770917999529877] Predicted: 0.08850497527586879 Movie Vector: [0.4337197816954474, -0.40490254430337974] User Vector: [0.27422789272929615, -0.8923095221687931] Predicted: 0.48023645760163025 Movie Vector: [0.0710775703196718, -0.8404851590138789] User Vector: [0.7745322855638888, 0.18911165209456127] Predicted: -0.10389366399005126 Movie Vector: [1.3373776244707332, 1.1129506249090528] User Vector: [0.3518685694106253, -0.6969942735828882] Predicted: -0.30513906085780945 Movie Vector: [0.42633289627880494, -0.47074426659574625] User Vector: [-0.49251632836035436, -0.9449074923323197] Predicted: 0.2348338717443308 Movie Vector: [0.08327521734438273, -0.32055226673334464] User Vector: [-0.8921613424137864, -0.6358317388133691] Predicted: 0.12952237544186507 Movie Vector: [0.29364542075660793, -0.4760120901397472] User Vector: [-0.7163718132369492, -0.8237059621322872] Predicted: 0.18173469417902338 Movie Vector: [-0.8602708000755824, 0.4436200489131815] User Vector: [0.29096482716658884, 1.5287723781048] Predicted: 0.4278855324915173 Movie Vector: [0.15911129706404467, 0.47850862750942] User Vector: [-0.40859952652864007, 0.1609244335506618] Predicted: 0.01199092918533158 Movie Vector: [-0.8450678777170373, -1.1271143413243105] User Vector: [-0.727917467352923, -0.42951047525790154] Predicted: 1.0992470857012966 Movie Vector: [-0.39264361578991913, 0.9912227710512121] User Vector: [0.9516239077254349, -0.8826472004180747] Predicted: -1.2485490558604457 Movie Vector: [-0.18697008740186327, -0.7641517670621447] User Vector: [1.3750600770259829, 0.5589683588380183] Predicted: -0.6842317619222595 Movie Vector: [-0.07916223624670003, 0.39952010893806317] User Vector: [-0.4866159822198129, -0.8632384818137333] Predicted: -0.3063595229478462 Movie Vector: [0.9690401999678072, -0.003954593922530534] User Vector: [-1.5998313243501465, -0.14392469075084258] Predicted: -1.5497317027556825 Movie Vector: [-0.2612935907067898, -0.0392710044677311] User Vector: [-0.1976520762677873, -0.5168431796064892] Predicted: 0.0719421715341052 Movie Vector: [0.5289196213405691, -0.7401829446644279] User Vector: [-0.23012483865809444, -0.020614406128251564] Predicted: -0.1064591106935812 Movie Vector: [1.2212790115493484, -0.025741861085733064] User Vector: [0.06457649794638888, 0.4127026322544433] Predicted: 0.06824218775207408 Movie Vector: [-0.2279605415730232, -0.45325635270239667] User Vector: [-0.0031859176652763027, -1.2077966700092877] Predicted: 0.5481677769708934 Movie Vector: [0.02722711114658037, -0.7625754278790953] User Vector: [0.4498418932540577, 0.3537190141412899] Predicted: -0.2574895333317495 Movie Vector: [-0.24306992869514354, -0.01888841385820983] User Vector: [0.6634970135537995, 0.19793376684424044] Predicted: -0.16501482667863118 Movie Vector: [-1.1519566298110124, -0.07673429313397229] User Vector: [0.4667582588385226, 0.03643363403379746] Predicted: -0.540480979941966 Movie Vector: [-0.07905228522775404, -0.15801895545013311] User Vector: [1.3005462698068044, 0.6228073839900733] Predicted: -0.2012265269374004 Movie Vector: [-0.8294035060553029, 0.120956986972487] User Vector: [0.2757232571431973, -1.1496501065776927] Predicted: -0.3677440491397919 Movie Vector: [0.3303055526920382, -1.8887273118450143] User Vector: [0.509473405391962, -0.3852391481344235] Predicted: 0.8958935954232798 Movie Vector: [0.7678484442707438, -0.27909376503971384] User Vector: [0.3252558113501639, 0.16468053804443955] Predicted: 0.20378585734365343 Movie Vector: [1.9164481087263707, 0.8403121234628701] User Vector: [0.7344150605966453, 0.43270775152324303] Predicted: 1.7710779234219443 Movie Vector: [0.9243068724875753, -0.10892958867580749] User Vector: [0.5407483166918576, -0.5640728936352666] Predicted: 0.561261613691234 Movie Vector: [0.5961859858273122, 1.116284007417519] User Vector: [0.6127961421356606, 0.23208225617063588] Predicted: 0.6244101830789792 Movie Vector: [-0.4858652086485264, -0.09724126967900762] User Vector: [-0.12082195927827244, -0.02875483219174073] Predicted: 0.06149934284579327 Movie Vector: [1.2327044733123231, 0.04727724484684301] User Vector: [0.2189739415696419, -0.5926597538587812] Predicted: 0.24191083701767752 Movie Vector: [0.06004901867973113, 0.26953924039517996] User Vector: [0.7600726898636256, -0.1745739656368735] Predicted: -0.0014129149389627907 Movie Vector: [1.0374388613139283, 0.23582946955422704] User Vector: [0.20294560127383707, -0.3298954871441956] Predicted: 0.13274457575265108 Movie Vector: [-0.847207123949061, 0.668400957478819] User Vector: [0.5380420828301914, -1.4365623888957182] Predicted: -1.4160327617740864 Movie Vector: [1.0727567727948306, 0.178418914510037] User Vector: [-0.3207519939458814, 1.447215680477621] Predicted: -0.08587822312016907 Movie Vector: [0.055728440646814495, 1.1748741207251625] User Vector: [-0.16315896785923045, 0.6157572805365337] Predicted: 0.7143446986941386 Movie Vector: [1.0432914436792458, -0.01375158375384554] User Vector: [-0.3320280062828554, -0.5074748527965006] Predicted: -0.3394233950755804 Movie Vector: [0.8404669994604346, -0.4959352292184027] User Vector: [-0.34368054862240194, -0.2945023525115614] Predicted: -0.1427980677754061 Movie Vector: [0.21686961893856035, -0.293138012518761] User Vector: [0.07448327667473117, -0.32531626279726134] Predicted: 0.11151572254616444 Movie Vector: [0.4768884276804368, -0.452500857278468] User Vector: [0.3147783321651761, -0.018405178008221335] Predicted: 0.15844250272120405 Movie Vector: [-0.6918628205697356, 0.2536345466618871] User Vector: [0.41222495312167545, 0.5099287038243066] Predicted: -0.15586758315162771 Movie Vector: [0.18640696453769165, -1.1481302284332267] User Vector: [0.6895638886426723, -1.441001171471797] Predicted: 1.782996515511149 Movie Vector: [-0.033925029285749565, 0.30006397394718437] User Vector: [0.6620628015804797, -0.1691629148347833] Predicted: -0.07322019640243736 Movie Vector: [-0.6910955384582718, -0.12923051921209153] User Vector: [0.11186540215132373, -0.03700203649872974] Predicted: -0.07252788794598458 Movie Vector: [-0.7860324131004861, 0.2698985249087081] User Vector: [0.029259973118166485, -0.5831561244959257] Predicted: -0.18039226507025702 Movie Vector: [-1.0083192611579752, 1.3961759338342028] User Vector: [-1.0067867543352236, -0.5419212110051745] Predicted: 0.25854512343521685 Movie Vector: [-1.3525998631310452, -0.17565301874886424] User Vector: [-1.2488322387008253, -1.4711616044065947] Predicted: 1.9475842920218138 Movie Vector: [1.0450260613613431, 0.42694815755860116] User Vector: [0.7033577125593968, 0.4016475179410024] Predicted: 0.9065098078569664 Movie Vector: [0.4374875372410365, 0.17154988971770857] User Vector: [-0.8095843175950937, 0.18363014624126317] Predicted: -0.3226813179571073 Movie Vector: [1.549744102950668, -0.03642608952698858] User Vector: [0.276448538152415, -0.9836590700798541] Predicted: 0.46425534512180094 Movie Vector: [0.3573073860260018, -0.6114569888071705] User Vector: [0.7685830923290553, 1.1048199012290274] Predicted: -0.4009294343158606 Movie Vector: [1.7408591278375984, -0.9160729123507046] User Vector: [-0.07523603002009585, 1.4880494397130912] Predicted: -1.4941371135625532 Movie Vector: [0.07286130547331075, 0.4577755888417387] User Vector: [-0.2257554752068388, 0.8547044536072794] Predicted: 0.37481399589441095 Movie Vector: [0.024262501346546825, 1.293625676139371] User Vector: [0.04741123720028205, -0.049054559975565695] Predicted: -0.062307923109697204 Movie Vector: [-0.04484181185026935, 0.956364142485812] User Vector: [-1.0637890397437506, -0.26818379964393996] Predicted: -0.2087791416064955 Movie Vector: [-0.5597519835396451, -0.688166911837197] User Vector: [0.1833663673474221, 0.034703996837317855] Predicted: -0.1265218301691236 Movie Vector: [1.0710278506353064, -0.3470651541284013] User Vector: [0.23138858630664982, 0.02075515710201329] Predicted: 0.24062022845498382 Movie Vector: [0.4648143067838079, -0.5060809494156924] User Vector: [0.5502903885834313, -0.39991498801609443] Predicted: 0.45817220231995015 Movie Vector: [0.5855519963893517, -0.8420619461056631] User Vector: [1.168674627823618, 1.8105022135684752] Predicted: -0.840235255934379 Movie Vector: [-0.12546928093683246, -1.3469470659803335] User Vector: [0.9691779714132798, -0.20752708749107765] Predicted: 0.15792593843450886 Movie Vector: [-0.4839119763026456, 0.647267994243385] User Vector: [-0.06915566548709703, 1.1235659824571353] Predicted: 0.7607135546235141 Movie Vector: [-0.05556804223662548, 1.0268054789741587] User Vector: [-0.6791311316680294, -0.8840747382779351] Predicted: -0.8700347976776929 Movie Vector: [0.25578880956922434, -0.4201319299930516] User Vector: [0.8953633302245338, -0.7025191339445099] Predicted: 0.5241746399712239 Movie Vector: [-2.25277215327827, 1.3727604466028809] User Vector: [0.4532875277992925, -0.987815596861582] Predicted: -2.3771876999635926 Movie Vector: [0.6739240562850088, -0.29544608238349185] User Vector: [0.35151112462380485, -1.1372529957225102] Predicted: 0.5728887452008855 Movie Vector: [-0.2916437262042407, -0.19117345439501518] User Vector: [0.09587414629640456, -0.5531204378847403] Predicted: 0.07778085153437529 Movie Vector: [-1.399713175736992, 0.4925350935371554] User Vector: [0.7895091300862596, -0.6021371677324474] Predicted: -1.4016600179776872 Movie Vector: [0.9784549892564601, -0.11284825494254075] User Vector: [0.16445463856405, 0.2677767932053681] Predicted: 0.13069331778202717 Movie Vector: [1.502542495727539, 0.10266304016113281] User Vector: [-0.5150464352092018, -0.7055754246613981] Predicted: -0.8463156743335277 Movie Vector: [0.7934797750321213, 0.7815647128948644] User Vector: [-0.6189783149878209, 0.18495525822095743] Predicted: -0.3465922708364395 Movie Vector: [1.7424827946335815, 0.40415706482008434] User Vector: [-0.724037801335129, -0.28893574413529693] Predicted: -1.3783988337621178 Movie Vector: [-0.6860349613717589, 0.5803981327335487] User Vector: [-0.15228520685305116, 0.4499194838610873] Predicted: 0.36560540431434035 Movie Vector: [0.546579423265102, 0.9119542570722214] User Vector: [1.3698871871556682, -0.7852399730613785] Predicted: 0.03264921243719732 Movie Vector: [-1.364331646719704, 1.2558069511281784] User Vector: [0.7295617051120122, 0.21976536470537417] Predicted: -0.7193812499048786 Movie Vector: [0.9561657550951779, 0.1718297920006744] User Vector: [-0.1465653092040339, 0.16735386795889606] Predicted: -0.11138434922394788 Movie Vector: [1.2321345622004618, 0.3453406777704733] User Vector: [-0.4703852788272088, 1.2969904714021918] Predicted: -0.13167439113742646 Movie Vector: [0.1064992221525487, 0.3338455965121497] User Vector: [-0.24558653878372322, 0.8482917163764641] Predicted: 0.25704367871841266 Movie Vector: [1.4781272110120791, 0.34180219040541804] User Vector: [0.49153762407765655, 0.2601712104510001] Predicted: 0.8154822269979911 Movie Vector: [-0.5616365094630362, 0.4218632990774699] User Vector: [-1.356425185272553, -0.5462777833371093] Predicted: 0.5313633585129087 Movie Vector: [0.9218814532528703, 0.491278870389677] User Vector: [0.6837785452336989, -0.5809290097445612] Predicted: 0.34496461129927414 Movie Vector: [0.5271926906988658, -0.43518512756936034] User Vector: [1.2298028486012849, 0.36264016291880463] Predicted: 0.49052746722164764 Movie Vector: [0.08078255372801788, 0.6779167736433743] User Vector: [-0.24664461009717356, 1.06199401170899] Predicted: 0.7000189725794416 Movie Vector: [0.2806526731816963, 0.8592657860171334] User Vector: [0.5922198477886333, -1.8676877261857312] Predicted: -1.4386320786823978 Movie Vector: [-0.6315114557677078, 0.5065282954437058] User Vector: [0.3994229771779673, -0.26512269905516006] Predicted: -0.3865323346205749 Movie Vector: [-0.781844794452333, 0.18643858966332452] User Vector: [0.31535108767733183, -1.5138937997489008] Predicted: -0.5288038312506397 Movie Vector: [1.00357698385621, 0.42187145182591645] User Vector: [-0.73203727846628, 0.27642481737149066] Predicted: -0.6180400249682733 Movie Vector: [1.404714584350586, -0.4881763458251953] User Vector: [-0.20159791969468843, 0.46387976210842435] Predicted: -0.5096426651382185 Movie Vector: [0.24033740493414035, -0.35039811168436164] User Vector: [1.291910452715594, -0.7724861432310055] Predicted: 0.581172091503436 Movie Vector: [-1.392753270801564, 0.6775481440710152] User Vector: [-0.9792196508509592, -0.3372195055173907] Predicted: 1.1353289214479854 Movie Vector: [-0.31741508153771975, 0.6115597104631385] User Vector: [0.31531964156587783, 0.1803609142831013] Predicted: 0.010214258779762703 Movie Vector: [0.25693945375313115, -1.179090173884322] User Vector: [-0.1371235331985798, -0.20079003047862357] Predicted: 0.20151710623453614 Movie Vector: [0.15216314800743916, 0.5532352889600042] User Vector: [0.03581096211046843, -0.9246795025539294] Predicted: -0.506116223062912 Movie Vector: [-0.3790835781841618, 0.2846677549512377] User Vector: [0.48602365837529354, 0.579695888367556] Predicted: -0.01922286040300744 Movie Vector: [0.5206135020831923, -0.48055123539111544] User Vector: [0.15976255728717473, -1.0135534361920293] Predicted: 0.5702389003480325 Movie Vector: [-0.28076202575852804, 0.04750585795818904] User Vector: [-0.1491747058839667, -0.4092746157470384] Predicted: 0.022439650854343896 Movie Vector: [0.35091023231525176, -0.7853221814514184] User Vector: [-0.3967156991847634, 0.36675242942749053] Predicted: -0.4272304160946371 Movie Vector: [-0.42420842327112873, 0.1007203536944016] User Vector: [-0.6395662202304427, 0.4126350548591852] Predicted: 0.31287012653355756 Movie Vector: [-0.23496159411511586, 0.7932757524893912] User Vector: [-0.1449800138800192, -0.33353894393653266] Predicted: -0.23052362155968886 Movie Vector: [0.9290493707671493, 0.20279231530854772] User Vector: [1.3155971423036503, 0.1314436184780951] Predicted: 1.2489104529639725 Movie Vector: [-0.6972351967305164, 0.6134887015147796] User Vector: [-0.9064254787444193, 0.9717746084799685] Predicted: 1.228164489715327 Movie Vector: [0.0397319961441125, 0.35380695682267155] User Vector: [-0.6638615916080384, -0.4984811913055879] Predicted: -0.20274265952716497 Movie Vector: [-0.8404677977275834, -0.8446642323045535] User Vector: [-0.9235847793094875, -0.31975356378207076] Predicted: 1.0463276639595889 Movie Vector: [0.4481051117814093, 0.747047271586092] User Vector: [-0.6201358138933122, 1.32951056147226] Predicted: 0.7153212092884271 Movie Vector: [0.028721589819359974, -0.9915188434702391] User Vector: [0.7844600604714054, 0.07171670690622303] Predicted: -0.04857752620262234 Movie Vector: [-1.367445002767825, 0.35283846027874005] User Vector: [-0.9281201651439345, 0.358777975219322] Predicted: 1.3957439501524314 Movie Vector: [-0.21345392199677482, 0.5685168761428402] User Vector: [-0.9800863660371081, 0.671646013652177] Predicted: 0.5910453722815144 Movie Vector: [0.6980996244527368, -0.5945821660379859] User Vector: [0.3031844487691379, -0.18793084876374416] Predicted: 0.32339328094894937 Movie Vector: [0.17163922151562372, -0.9784530643177183] User Vector: [0.09893392162573217, -1.2284895161011606] Predicted: 1.2190002728007001 Movie Vector: [-0.013256184452055043, -0.42536755752209604] User Vector: [-0.42028169024100015, -1.0246668588768784] Predicted: 0.4414313706419522 Movie Vector: [-0.5908456239961759, -0.48555111609386803] User Vector: [-0.0660738017785155, 0.028788953426175254] Predicted: 0.02506090817437285 Movie Vector: [-0.30344754331931, 1.593527942429136] User Vector: [-0.8640263272776083, 0.9164272390163272] Predicted: 1.7225390789512982 Movie Vector: [-0.4164085032955249, 0.48838907463621095] User Vector: [-1.3095273230078417, 0.3731075418890576] Predicted: 0.7275199597212789 Movie Vector: [0.07560909030937284, 0.32262931650008425] User Vector: [-0.6822796646275534, -0.7423617876579394] Predicted: -0.291094220926935
avg loss: 14.634832259831835: 23%|██████████▍ | 16186/70000 [00:26<01:24, 634.50it/s]
Movie Vector: [0.1639301409130334, 1.1083717696874766] User Vector: [-0.18242842872651413, -0.21077146240569627] Predicted: -0.26351865681389974 Movie Vector: [0.9058519716097644, -0.42611049768323167] User Vector: [-1.370848306211504, 0.44502849932773136] Predicted: -1.4314169562913581 Movie Vector: [-1.4762128177455978, 0.3948841973420042] User Vector: [0.30661227072824276, 0.7458283444345578] Predicted: -0.15810913698015916 Movie Vector: [0.9996891749573708, -0.07827323654862292] User Vector: [0.22122083969808956, 0.27975376208555996] Predicted: 0.1992548463260697 Movie Vector: [-0.3581708255903404, 1.1048361323676572] User Vector: [0.2533898050243432, -1.2448702265052627] Predicted: -1.466134442013468 Movie Vector: [-0.26245740047861943, -0.15428621221402106] User Vector: [0.8684094416192697, 0.6716486215003495] Predicted: -0.33154660634854055 Movie Vector: [-0.2914485045810276, 1.3979943994795732] User Vector: [0.41257660594643675, -0.03795858029071764] Predicted: -0.17331071748682386 Movie Vector: [0.3691000211916532, 0.2014499778282461] User Vector: [0.4905964324684374, -0.5815465054601098] Predicted: 0.0639266229896166 Movie Vector: [-1.3446363450526917, -1.2423880808209102] User Vector: [-0.16054399658566715, -0.17289103778848203] Predicted: 0.43067105741827094 Movie Vector: [-1.0987602620675223, 1.9703084535929734] User Vector: [1.0608928856845545, -0.12844342759912925] Predicted: -1.4187401163073525 Movie Vector: [0.6800518804809048, 1.190776002356048] User Vector: [1.3180705197285592, -0.8106260161542038] Predicted: -0.0689176713740619 Movie Vector: [1.0792563865541538, 0.31444254959063456] User Vector: [1.4425888998558554, -0.592593387815643] Predicted: 1.3705867076062601 Movie Vector: [-0.708402952252775, -0.9222334935461507] User Vector: [0.3165991636242671, 0.7031204440366116] Predicted: -0.8727210056797952 Movie Vector: [0.18402030592296004, -1.132192369729222] User Vector: [0.4524810110698536, 0.7989996028115919] Predicted: -0.8213555596385587 Movie Vector: [-0.41085687607958943, 0.8135422659133387] User Vector: [-0.9179902280552802, -0.7799469485019779] Predicted: -0.2573572104061109 Movie Vector: [-0.18948860199124307, -0.1309475227643465] User Vector: [0.896770273330273, 0.38033700808362103] Predicted: -0.21973193442481176 Movie Vector: [0.3759464347788277, -0.37520655042711826] User Vector: [-0.19224877877080432, 0.6463971540554493] Predicted: -0.3148076893485191 Movie Vector: [-0.30702114861929236, 0.2713145638528852] User Vector: [0.0647131149963806, 0.3067646578984234] Predicted: 0.06336142446626915 Movie Vector: [-0.15824703773830107, -0.5024284540074279] User Vector: [-0.7040592692464547, 0.08254161300804937] Predicted: 0.06994403873553075 Movie Vector: [0.054082941957982036, 0.5148990716436848] User Vector: [1.4387124243826845, -0.3749977033838471] Predicted: -0.11527616879874038 Movie Vector: [-0.7628029717820102, -0.15673925134540326] User Vector: [-0.21214449698213206, 0.26905086196791994] Predicted: 0.1196536220664828 Movie Vector: [0.27570771866715615, -0.32514643530930254] User Vector: [0.2934351929832405, -1.243580679042381] Predicted: 0.485248172444218 Movie Vector: [1.4476872500683926, -0.006596966124835464] User Vector: [-0.618075433095842, -0.8947669261222692] Predicted: -0.8888771769720986 Movie Vector: [-1.4420629427528724, -0.44696205056090776] User Vector: [0.38524590514304996, -0.4059303747451781] Predicted: -0.374113370973018 Movie Vector: [0.7609304146980069, -0.5640907050437324] User Vector: [-1.3737566129572938, -1.4873846900741228] Predicted: -0.20631331069655778 Movie Vector: [-0.04143156311002581, -1.1512070999036228] User Vector: [-0.8467242317976438, -1.1396880425460805] Predicted: 1.347098074700822 Movie Vector: [1.567245411650057, 0.3342265397020582] User Vector: [-0.026204967009799407, -0.6321936572819999] Predicted: -0.25236551280350095 Movie Vector: [0.2830317149376325, 0.44775648432410686] User Vector: [0.42428960810421373, -1.5415673408323816] Predicted: -0.5701593574680177 Movie Vector: [-0.7583075966367417, -0.2181512915575634] User Vector: [-0.1655952926251928, 0.046825325343721164] Predicted: 0.11535716316363202 Movie Vector: [1.2420080606417367, 0.603778302271301] User Vector: [-0.9065457938396634, -0.1314189674583609] Predicted: -1.2052851043479804 Movie Vector: [-0.05264332704198815, -0.9184475786122612] User Vector: [1.00856530616331, -0.6852677072717448] Predicted: 0.5762882331893517 Movie Vector: [0.2728645674885756, 0.31090402150084684] User Vector: [1.4387068954672728, -0.014640205061753703] Predicted: 0.38802043614521253 Movie Vector: [-0.36211952232896905, 0.6078953027645082] User Vector: [0.9534639574362397, -0.173229981134453] Predicted: -0.45057360465431795 Movie Vector: [0.6749325869365521, 0.3067838125292666] User Vector: [-0.422492501600454, -0.8017319153799533] Predicted: -0.5311123306931432 Movie Vector: [0.7214108600043111, -0.3779147214722988] User Vector: [0.1674512871398556, 0.020149232150607998] Predicted: 0.11318648560831436 Movie Vector: [0.7779642298450163, 0.24588311366325594] User Vector: [0.23984602900083457, -0.33382661084128273] Predicted: 0.1045093047357131 Movie Vector: [-0.8973941712735751, 0.7184332178876511] User Vector: [0.03153358927060129, -0.11881222224110788] Predicted: -0.11365670635983444 Movie Vector: [0.33532313698771826, -0.5777970517631867] User Vector: [0.07327571393758495, 0.029564178310546127] Predicted: 0.00748894719693095 Movie Vector: [0.7439521048054202, -0.5220096315447629] User Vector: [0.14280086054963254, 0.10707284495770722] Predicted: 0.05034394442910216 Movie Vector: [1.1850321953539695, 0.2709914701515194] User Vector: [-0.35155344930918764, -0.4257989279428742] Predicted: -0.5319900332913075 Movie Vector: [0.05763488550392639, 0.2766696040613191] User Vector: [0.7376221816840338, -0.8889555248632122] Predicted: -0.2034342031055113 Movie Vector: [1.1149717663892198, -0.7338672746460824] User Vector: [0.026577477778961765, 1.660282878927679] Predicted: -1.188794134154828 Movie Vector: [0.133653868191261, -0.6788900972226237] User Vector: [0.4866330417459074, 0.13998536111190063] Predicted: -0.029994286995982403 Movie Vector: [0.24364650095074686, 0.12243743750402082] User Vector: [0.4186831484114856, -0.2863028641644876] Predicted: 0.06695649507913909 Movie Vector: [0.6583822153519736, 0.3490667368742593] User Vector: [-0.3791398660857259, 0.6170347406788149] Predicted: -0.03423264149496211 Movie Vector: [-0.4068657393893794, -0.7894668433888858] User Vector: [0.09517629251516124, 0.6427151860924547] Predicted: -0.5461263017890315 Movie Vector: [-1.4506088732242284, -0.13252320330093148] User Vector: [0.25833082407934244, 0.2901605638550786] Predicted: -0.41318999303050075 Movie Vector: [1.0079840122148815, -0.19621604871670087] User Vector: [0.28196349971571644, -0.09508399712150231] Predicted: 0.3028717059529688 Movie Vector: [0.033057032251015445, 0.883411708214605] User Vector: [0.7394950738363155, -0.6237818959851369] Predicted: -0.5266107177803007 Movie Vector: [0.24368357466070048, -0.2834859849071743] User Vector: [0.4496625792335174, -0.12772861286705045] Predicted: 0.14578465631821697 Movie Vector: [-0.3638020698847445, 0.671549361532112] User Vector: [-0.07893845721957204, 1.4547290297070332] Predicted: 1.0056403252319754 Movie Vector: [-0.09318738183910535, -0.02336873339368789] User Vector: [0.044399068961238304, -0.5868625261425304] Predicted: 0.009576800919579298 Movie Vector: [0.26255796512443275, 0.15531109746050156] User Vector: [0.11994619937525652, -0.11147646611434311] Predicted: 0.014179297739139816 Movie Vector: [-0.38499277263381654, 0.300927714840299] User Vector: [-0.2194715777791696, -0.18260751079820126] Predicted: 0.029543310306342885 Movie Vector: [-0.9366506495913823, 0.3528853683145157] User Vector: [0.12469896795138191, -0.29398088582124227] Predicted: -0.2205409225054935 Movie Vector: [-0.26842868757052046, -0.3174393706026956] User Vector: [-0.06562580418585981, 0.29212521380759493] Predicted: -0.0751161955198905 Movie Vector: [0.8673614573427502, 0.15029621690250472] User Vector: [-0.28487371008298645, -0.7391786791685746] Predicted: -0.35818423543024225 Movie Vector: [1.6040337888946128, 1.5581034581768622] User Vector: [-0.056552066086951125, -0.35833843290354184] Predicted: -0.6490397763399568 Movie Vector: [0.6941741261000794, -0.35739197244505827] User Vector: [-1.4166056905253603, 0.2205410490188606] Predicted: -1.0621906177627944 Movie Vector: [1.3395243750247823, -0.16318070662162223] User Vector: [-0.7869763652569961, 1.0785859893914] Predicted: -1.2301784477312228 Movie Vector: [0.6057914197498119, 0.7454618718555402] User Vector: [-1.74787523872007, -0.7080565389706821] Predicted: -1.5866769753304126 Movie Vector: [-0.5086404665705635, 0.3224229326490713] User Vector: [0.15743531370905367, -0.09829124167039963] Predicted: -0.11176932181274493 Movie Vector: [0.40786308324366566, 0.559500860548217] User Vector: [0.9840690738942369, 0.20469575900800369] Predicted: 0.5158928999187906 Movie Vector: [-0.5260594796638516, -1.2502140059536064] User Vector: [0.4697606827537302, -1.4696320507254304] Predicted: 1.5902325130792911 Movie Vector: [0.5050071652181516, 0.48378553192565277] User Vector: [-0.3800453482104177, 0.2467977871643408] Predicted: -0.0725284252127137 Movie Vector: [0.23076160112926236, -0.03244334866970999] User Vector: [-0.8933569648131927, 0.8116665778700953] Predicted: -0.23248566536966025 Movie Vector: [0.47358395872282066, 0.5731714298667301] User Vector: [0.4590297004150452, -0.13862572637824072] Predicted: 0.1379327968893772 Movie Vector: [-0.15057718874277137, 0.9297079972611481] User Vector: [0.8018065440091194, 0.44186904805911353] Predicted: 0.290075412410278 Movie Vector: [0.19748250171736162, 0.6389296129869992] User Vector: [-0.18679407027896489, -0.40290929559165817] Predicted: -0.29431924060590126 Movie Vector: [-0.6959660262640728, -0.641780503829767] User Vector: [0.030821522549889402, -0.03315799356840815] Predicted: -0.0001705787541378817 Movie Vector: [-0.4813455500883923, 0.40506909833927907] User Vector: [-0.40628533965215685, -2.0368252617793723] Predicted: -0.6294913319559196 Movie Vector: [0.6670423696318933, 1.0949578612599051] User Vector: [-0.38142538818497784, 1.4085094551394872] Predicted: 1.2878316057912147 Movie Vector: [-1.0451770080589706, 0.8993296402471108] User Vector: [-0.6599232202795722, -0.46341063583920256] Predicted: 0.2729776565044893 Movie Vector: [-0.21311269419762227, -1.3607823227945868] User Vector: [0.9507847855486875, -0.2420320875943452] Predicted: 0.1267286790970666 Movie Vector: [-0.6877604106503141, -0.40593955257659253] User Vector: [1.0328680392958498, -0.46868246142671416] Predicted: -0.520108998161642 Movie Vector: [0.8344528581349466, 1.2514491164729333] User Vector: [-0.14863168947261146, -0.2794397477217253] Predicted: -0.473730763483619 Movie Vector: [-0.45306954324263793, 0.15584595514494093] User Vector: [0.3447273806174286, 0.49197943184233356] Predicted: -0.07951247241243552 Movie Vector: [-0.6965252314328352, -0.12107010467262345] User Vector: [0.5603300151142738, -0.18052200789082307] Predicted: -0.3684281750651795 Movie Vector: [1.8226647960717333, 0.31494505907610115] User Vector: [-0.20938921544325317, -0.5058700693315451] Predicted: -0.5409676305359521 Movie Vector: [-1.139408315748177, 1.00072528453276] User Vector: [-1.1442259529988947, 0.7460098663716614] Predicted: 2.0502915017308503 Movie Vector: [0.3641179862162453, 1.1121469686997716] User Vector: [0.5474163271405997, 0.5266161569375101] Predicted: 0.7849986932667036 Movie Vector: [-0.4748739995659705, 0.9338596550793008] User Vector: [0.31639437636358425, 0.6572829398875148] Predicted: 0.4635625565889072 Movie Vector: [0.7454426552598206, 0.4502713615440163] User Vector: [-1.0968197831754312, 0.32612746866964415] Predicted: -0.6707703921570098 Movie Vector: [0.872747898353964, 1.3048412445843145] User Vector: [-0.09182351430498592, -0.6556440203804528] Predicted: -0.9356501386866453 Movie Vector: [-0.4044534383722829, 0.284735806234471] User Vector: [0.5474200807380869, -0.05618294431414225] Predicted: -0.23740322983446566 Movie Vector: [0.40072270487680633, 0.10552462412873606] User Vector: [0.1269653907894224, 2.1292825767308443] Predicted: 0.275569658396267 Movie Vector: [-0.8837474799823014, 0.1892213570804862] User Vector: [1.287463826939889, -0.08484801362519204] Predicted: -1.1538479689102392 Movie Vector: [-1.8609244385127206, -0.1021849574969009] User Vector: [0.7929675517224196, 0.3520030980551395] Predicted: -1.5116221175613922 Movie Vector: [-2.2038936614990234, -0.5224514007568359] User Vector: [0.5626465669281937, -0.013219815887063502] Predicted: -1.2331064911892884 Movie Vector: [0.5380818201926707, -0.5913724074166243] User Vector: [1.3204360195943434, -1.1157527954516864] Predicted: 1.3703280335993815 Movie Vector: [0.2391445815610883, 0.2676981273069949] User Vector: [0.1368116651889518, 0.19722735207736128] Predicted: 0.08551516122911455 Movie Vector: [-0.2377532275347159, -0.5879981970804402] User Vector: [-0.030485456569267787, 1.0140267769228284] Predicted: -0.5889979009297001 Movie Vector: [0.0359860904594933, -0.13192173373586513] User Vector: [-0.28924404970769335, 0.6646964765975955] Predicted: -0.09809667413852692 Movie Vector: [0.6377595743774829, 0.46123505500310347] User Vector: [-0.06313923326155614, -0.11980328792077151] Predicted: -0.09552512662510035 Movie Vector: [-0.449192447500981, 0.026091799591744534] User Vector: [1.711591413327095, -0.01991523170961676] Predicted: -0.7693535603086515 Movie Vector: [-0.7968969985582136, -1.3588199326446748] User Vector: [0.385847307362566, 0.16677234234538357] Predicted: -0.5340941441317462 Movie Vector: [-0.12864760335057102, -0.4615453816310937] User Vector: [0.4884980316914031, -0.014701736470257389] Predicted: -0.05605858244876558 Movie Vector: [0.6620544731514846, -0.6722041909094143] User Vector: [0.34422359175146344, -0.5531970595052366] Predicted: 0.5997561504815115 Movie Vector: [0.7911464587526424, 0.771764747922433] User Vector: [-1.043188950330876, -0.4314129790430148] Predicted: -1.158264572885757 Movie Vector: [0.3036163493578033, -0.3211259807679918] User Vector: [1.606105274575333, 0.9554280878667635] Predicted: 0.18082703838137343 Movie Vector: [-0.774983235636282, 1.0068276136991847] User Vector: [0.8374731785457717, 0.49421677596725433] Predicted: -0.15143657647078868 Movie Vector: [0.6054565927192771, -2.0324505409245788] User Vector: [0.26219240766051627, 0.7638733867090497] Predicted: -1.393788756235698 Movie Vector: [0.35553462533006286, 0.4205712390394124] User Vector: [1.6430644531559253, -0.9362436170573637] Predicted: 0.19040916667737995 Movie Vector: [-0.407669838271625, -1.3371961510004748] User Vector: [-0.49839422883505846, -0.8037954115578896] Predicted: 1.278012425191752 Movie Vector: [1.0968213893872436, -0.9916167159898731] User Vector: [0.05531964833903824, -0.8236528306452251] Predicted: 0.8774236885918189 Movie Vector: [0.14604588404760566, -1.9075698846449236] User Vector: [0.10296083134867069, -0.20243557001759555] Predicted: 0.40119700258308716 Movie Vector: [0.5624470371905768, -1.6135138191079608] User Vector: [0.9682779921226302, -0.36749961694580513] Predicted: 1.1375707983051526 Movie Vector: [-0.08741509159298012, 0.07712836054614959] User Vector: [-0.9008613325458426, -0.3655085071715723] Predicted: 0.05055780397325503 Movie Vector: [0.37764496288604765, 0.608750605324067] User Vector: [0.27502683266060746, 0.014293712354337448] Predicted: 0.11256380406081336 Movie Vector: [-0.9919119241260289, -0.39777254162637976] User Vector: [-0.273928092660241, -1.4882140452789283] Predicted: 0.8636832247374683 Movie Vector: [0.29203580468825796, 0.7676390160289172] User Vector: [0.31417187539559244, -0.5711186723008335] Predicted: -0.3466635391991824 Movie Vector: [0.7805596807204035, -1.1521804661313666] User Vector: [-0.383621142658114, 0.03541349111309121] Predicted: -0.34024192932883424 Movie Vector: [0.6261231001440483, 0.43915547308617153] User Vector: [-0.10277102738792135, 0.2481978810739754] Predicted: 0.0446501436089128
avg loss: 14.627140930397157: 23%|██████████▍ | 16274/70000 [00:26<01:25, 628.22it/s]
Movie Vector: [-0.09992970075677995, 0.17786135898085118] User Vector: [-0.27121951824530266, 0.2535236938089188] Predicted: 0.07219495401235063 Movie Vector: [0.24584180895756647, -1.1953404584617724] User Vector: [-0.14433049150908636, 1.575437465726437] Predicted: -1.9186666116796203 Movie Vector: [1.419557022331695, -0.0195041214927828] User Vector: [0.20944053031462695, -0.9629907796758109] Predicted: 0.3160950647322296 Movie Vector: [-0.5111372798552704, 0.25571458844425404] User Vector: [0.7131248179166527, 0.8716356084005522] Predicted: -0.14161473875169867 Movie Vector: [-0.6105721047437819, 1.347036549297036] User Vector: [0.46168089278934776, -0.2299291788882655] Predicted: -0.5916124821427304 Movie Vector: [0.7167218268257252, 0.8407435889467069] User Vector: [0.3645168515484342, 0.40981636701581475] Predicted: 0.6058076669645324 Movie Vector: [1.095418599021893, -2.444175888625685] User Vector: [-1.2309722945242774, 0.3792311739125518] Predicted: -2.275337637794822 Movie Vector: [0.1096963801599262, -0.5737196408870866] User Vector: [-0.25550194959489975, -0.26062823858026907] Predicted: 0.12149990044894149 Movie Vector: [1.973246779245529, 0.4517868449159686] User Vector: [0.11818466157344004, -0.7140377498210672] Predicted: -0.08938535933654426 Movie Vector: [-0.6092515944989504, 0.5433334889031338] User Vector: [0.04043294073089691, -0.024124417161000736] Predicted: -0.03774143735442166 Movie Vector: [0.5164207691679725, -0.13921099942667822] User Vector: [0.027665499895383385, -0.5910588272565588] Predicted: 0.09656892879773625 Movie Vector: [0.9143134061397484, 0.20132001923089043] User Vector: [0.9170367434538645, -0.5741194829011291] Predicted: 0.7228772431241214 Movie Vector: [0.871528620684979, 0.4700276893900818] User Vector: [0.3492994894975187, -0.044785626026665984] Predicted: 0.2833740179685377 Movie Vector: [0.728117737192661, 0.801095368967498] User Vector: [0.4813061535966497, -0.6308988769097577] Predicted: -0.15496262112550646 Movie Vector: [0.6745533477831855, -0.6927590161148449] User Vector: [-0.09540253327230391, 0.6086829959189748] Predicted: -0.48602473158449444 Movie Vector: [-0.16411965008663162, -0.08471330992721286] User Vector: [-0.8494056822128118, 0.8054873575019441] Predicted: 0.0711686631878494 Movie Vector: [-0.35499598760696693, 0.5585946926912118] User Vector: [0.46863697917530345, 0.5927521831235216] Predicted: 0.164743976322446 Movie Vector: [0.36756513823823833, 1.2284609811040168] User Vector: [0.3563186610466144, 0.184354021137692] Predicted: 0.3574420395817426 Movie Vector: [0.3564424987948883, 0.9435629530343655] User Vector: [0.6542021080867915, 0.022051221672860305] Predicted: 0.253992149962999 Movie Vector: [-0.9057223772567117, 0.4332323463784713] User Vector: [-0.7106823062824974, 0.06151371696391689] Predicted: 0.6703305998552048 Movie Vector: [1.561051698725668, 0.184803492370609] User Vector: [0.10201750854472905, -0.3658332262396045] Predicted: 0.0916473471792236 Movie Vector: [0.47493274478987435, -0.4423733353303221] User Vector: [1.344032124351478, 0.9192449580015002] Predicted: 0.23167540784730767 Movie Vector: [-1.4602337464947701, 0.4337529752558843] User Vector: [-2.3469698894524558, -0.8334820298785272] Predicted: 3.0655993243034514 Movie Vector: [-0.5151784159893552, 1.2995279933463875] User Vector: [1.0059573209969597, 0.735323071857455] Predicted: 0.437325416848111 Movie Vector: [-0.04234130704112794, -0.8782146204943372] User Vector: [0.41515709820671676, 0.3312572019105105] Predicted: -0.3084932120273293 Movie Vector: [-0.5560276334899024, 0.5665197875372547] User Vector: [0.8742717284447415, 0.645689864810405] Predicted: -0.12032315516690678 Movie Vector: [-0.2844404610418062, 0.7426087112327318] User Vector: [2.059890121892797, 1.8755244180430255] Predicted: 0.8068646750018008 Movie Vector: [0.20279375852748882, -0.5804760772271362] User Vector: [1.4483028702467087, 0.6206282958482995] Predicted: -0.0665530960467034 Movie Vector: [0.854643068543567, -0.9213108520162112] User Vector: [0.33552292040681087, 0.048398963626197916] Predicted: 0.2421618478480218 Movie Vector: [1.4010549842877986, -0.4401931441550044] User Vector: [-0.2613837404941313, -0.5402574161174709] Predicted: -0.12839538177728313 Movie Vector: [-0.13276100158691406, 1.5830516815185547] User Vector: [-1.3609858866850952, 0.30777559717577796] Predicted: 0.6679105261014602 Movie Vector: [-1.3820743560791016, -1.7809581756591797] User Vector: [-1.369166562134752, -0.35133135102336194] Predicted: 2.517996436697866 Movie Vector: [-1.6160491628847389, -0.6190895581267891] User Vector: [-0.5789510082039362, -0.30638150092477107] Predicted: 1.1252908801849857 Movie Vector: [0.41825657779312725, 0.5401205275058351] User Vector: [1.2007362280484004, -0.0972266185310356] Predicted: 0.4497017330871604 Movie Vector: [1.3490112290376894, 0.3863296188395069] User Vector: [0.8755452160259661, 0.14188450712842327] Predicted: 1.235934515507413 Movie Vector: [-0.4776699853252507, -0.5012718640794872] User Vector: [0.3484574951026282, -0.3626360881387349] Predicted: 0.015331581311650855 Movie Vector: [-0.6674754042051911, -0.8313393944363412] User Vector: [-0.26477050418768516, 0.3572285009723195] Predicted: -0.12025032636944258 Movie Vector: [-0.8351005752637557, 0.059716320390746404] User Vector: [-0.8983467688910458, -0.5216834931435747] Predicted: 0.7190568848681231 Movie Vector: [-0.4785716624332573, 0.08004212062295266] User Vector: [0.5086486867403321, -0.9671017749671258] Predicted: -0.3208337245344042 Movie Vector: [-0.25598090490726905, 1.403243575161543] User Vector: [-0.35792797652980446, -0.8645749190095893] Predicted: -1.1215864730222904 Movie Vector: [0.060611176485912965, 0.12214817334555719] User Vector: [0.2479100379939161, 0.7331815634206478] Predicted: 0.10458290776795055 Movie Vector: [0.3350543975830078, -0.6535434722900391] User Vector: [-0.2662945248332521, -0.13777177652756223] Predicted: 0.0008166936177317202 Movie Vector: [1.5582573783159914, -0.20207542539759482] User Vector: [0.40777920648918287, -1.0798789616716282] Predicted: 0.8536419577933168 Movie Vector: [0.7028464635975349, -0.28649273316509805] User Vector: [0.9353718056245865, -0.7682328687017557] Predicted: 0.8775158999937114 Movie Vector: [-0.5867264303217968, 0.6641191914910773] User Vector: [-0.293379052008801, 0.2929646684111615] Predicted: 0.3666967026369887 Movie Vector: [1.1188892314883727, 0.1392095367092799] User Vector: [0.15268046747495997, 1.6000821498707818] Predicted: 0.3935792256966436 Movie Vector: [0.025874057580851283, 0.6356681072829383] User Vector: [-0.3268054787626421, 0.21029632826049252] Predicted: 0.12522288517865648 Movie Vector: [0.6863863976746423, 0.089957850677766] User Vector: [-0.6181574483358986, -0.16439799934299332] Predicted: -0.4390837548356467 Movie Vector: [0.12072044619694705, 1.0584487910761418] User Vector: [0.8554279072469234, -0.00555511472881931] Predicted: 0.09738783418316116 Movie Vector: [0.24364916301126863, -0.24182416592605246] User Vector: [-1.5235306685789094, -0.5502468552368788] Predicted: -0.23814398540015821 Movie Vector: [-0.6515223105236031, 0.2233998429595148] User Vector: [0.6174447427782793, -0.4811154177790061] Predicted: -0.5097601342127877 Movie Vector: [0.34930132880076487, -0.3888403232530463] User Vector: [0.17359708209807484, 0.21053516245880255] Predicted: -0.02122686917382039 Movie Vector: [-0.35025424899840335, -0.36873816768294393] User Vector: [0.15522399472679727, -0.09060856706036423] Predicted: -0.020957026705350643 Movie Vector: [-0.2605759483420551, 0.1966955544645221] User Vector: [0.7896927317090816, -0.10892413388537817] Predicted: -0.22719982537307434 Movie Vector: [-1.0665927839409792, 0.14095456192132] User Vector: [-0.6460084212962108, 0.6753103366911475] Predicted: 0.7842159931888822 Movie Vector: [-0.0016968768853582485, 0.6534097507428561] User Vector: [1.2443868126229602, -0.1937750718057326] Predicted: -0.12872609258754733 Movie Vector: [-1.4679403937813065, -0.3115276021124961] User Vector: [-0.5743367983541964, 0.18858264106565065] Predicted: 0.7843434879679301 Movie Vector: [-0.29555730210159575, 0.3256575352180856] User Vector: [1.1524850827508564, 0.3812462369756531] Predicted: -0.21646967192551608 Movie Vector: [0.5313041854663889, -0.4556825620089485] User Vector: [0.292458533676706, -0.12140873183121725] Predicted: 0.2107082849889032 Movie Vector: [-0.16007296173285934, 0.234080549174157] User Vector: [0.44173549717017385, 0.5003969504775365] Predicted: 0.04642328363828835 Movie Vector: [-0.37427242691836454, 0.26830165985454923] User Vector: [0.6243735390471136, -0.4805753088693509] Predicted: -0.362624952817531 Movie Vector: [1.5290616914532045, 1.5940252025353905] User Vector: [0.8913540749586363, 0.15150823108333383] Predicted: 1.604443308278349 Movie Vector: [-0.597363525755726, -0.6914636453329416] User Vector: [0.22805533522154048, 0.2674648967954807] Predicted: -0.3211741916521455 Movie Vector: [-0.20834650490079037, 0.302247450753411] User Vector: [-0.2294758032674084, -0.6754470548495304] Predicted: -0.156341668877104 Movie Vector: [-0.4971866179024752, 0.43628097927200526] User Vector: [-0.6044340334551679, 1.661073799964847] Predicted: 1.025211416930461 Movie Vector: [0.758234504589191, -0.37348377217327955] User Vector: [0.7107014460883305, -1.186505468045604] Predicted: 0.9820188967955017 Movie Vector: [0.8523535050038296, 1.1592199170789212] User Vector: [0.7681831253723896, -0.1381690305626516] Predicted: 0.4945952872442406 Movie Vector: [-0.7184673936575736, -0.26065231519204674] User Vector: [0.03720209113243431, 0.2089916328581216] Predicted: -0.08120264241476724 Movie Vector: [0.6947247157563001, -0.7570178051053874] User Vector: [1.2863798761959637, 0.013370308979487669] Predicted: 0.8835583318876329 Movie Vector: [1.110172341318049, -0.34355396082899664] User Vector: [0.5048280242958056, -0.15847618747265674] Predicted: 0.6148912315987494 Movie Vector: [1.1059342812728559, -0.892064659507172] User Vector: [1.1667299833208233, -0.725549369891418] Predicted: 1.937563637151237 Movie Vector: [-0.3942234208925474, -0.9157645449832675] User Vector: [0.8225549437992329, -0.67595141428021] Predicted: 0.294741915512502 Movie Vector: [0.8926920607752685, -0.36624279746732] User Vector: [-0.2213090044051791, -0.06482681102793585] Predicted: -0.17381843858882576 Movie Vector: [-0.44241154192737375, 0.33971643340396823] User Vector: [-0.3023082669622774, -0.19111843926146913] Predicted: 0.06881859198053408 Movie Vector: [0.08570813730210816, -1.3921658347139085] User Vector: [-0.6511292910959574, -0.7960786231749764] Predicted: 1.0524663822476132 Movie Vector: [-0.085214683473083, -0.1287510761482421] User Vector: [0.4629193206795126, 0.49820887415867804] Predicted: -0.10359245207981319 Movie Vector: [0.18112136537725831, -1.1486258941954575] User Vector: [0.8317727996032681, -0.25953778285070506] Predicted: 0.4487636430522062 Movie Vector: [0.5964807790835824, -0.9881973308593653] User Vector: [0.6926949597700254, 0.6823069201442762] Predicted: -0.26107464804255237 Movie Vector: [0.5887863426733276, 0.1433106309832914] User Vector: [0.8718706935463088, 1.4963088413186179] Predicted: 0.7277825211324375 Movie Vector: [-0.008298699808910463, 0.43242774115621446] User Vector: [-0.9666698983950218, -0.3885081025389858] Predicted: -0.1599795779007303 Movie Vector: [0.1988768398648314, -0.7252004962288245] User Vector: [0.051846516015736206, 0.18742520254179407] Predicted: -0.12560977862588601 Movie Vector: [0.24806695711394963, -0.27640695796151366] User Vector: [-0.6584121674638471, 0.3401606045695812] Predicted: -0.25735306083698406 Movie Vector: [-0.2775100013688384, -0.27701501667822054] User Vector: [-0.23011528959267807, 0.14337059409713812] Predicted: 0.024143486814869636 Movie Vector: [-0.10007639446291636, -0.49585780598000556] User Vector: [-0.28064879592265635, -0.3266072919356256] Predicted: 0.19003709480256872 Movie Vector: [1.6167155703382186, 1.0815405591146419] User Vector: [-0.18523609178147818, -0.06374774356540783] Predicted: -0.3684198439897431 Movie Vector: [-0.4369851314272749, -0.3854939990267975] User Vector: [0.6573711427480767, -0.1276655949121565] Predicted: -0.23804709448944383 Movie Vector: [-0.7168760968010763, -0.13904435945684276] User Vector: [-0.5119331343956626, -0.1504762331131307] Predicted: 0.3879154986553972 Movie Vector: [0.5345975386216015, -0.8758047016679924] User Vector: [-0.05483108373948795, -0.503240963721036] Predicted: 0.41142823969172976 Movie Vector: [-0.23883292766683098, -0.7145478389337976] User Vector: [1.003448087388725, -0.547544948603248] Predicted: 0.15159061527083684 Movie Vector: [0.6078308085651491, 0.483332398482985] User Vector: [1.4609673785119, -0.6797150228469215] Predicted: 0.559492690690675 Movie Vector: [0.19846557868193127, -0.6020776418224064] User Vector: [0.4126639491283911, 0.27954599777761063] Predicted: -0.08640880565789828 Movie Vector: [1.3524956900670546, -0.5405609741301677] User Vector: [-0.012588193481422788, 0.614358852092831] Predicted: -0.34912389698214685 Movie Vector: [0.2650645500231188, 0.24510713166658205] User Vector: [-0.010049310034986695, -1.090433601977926] Predicted: -0.2699367682961354 Movie Vector: [0.33644314376231804, 1.08198232199882] User Vector: [1.3225638914309314, 1.5891994196287598] Predicted: 2.1644532316286504 Movie Vector: [0.03441464103821904, 1.0353422934277072] User Vector: [-0.23961938286055912, 0.09837399389043935] Predicted: 0.09360434140122502 Movie Vector: [0.41628858121181883, 0.3665733167339522] User Vector: [-0.7992727339572437, -0.9226522963210007] Predicted: -0.670947824874939 Movie Vector: [-0.533937275826558, -0.6239940959617872] User Vector: [1.4245686577329397, 0.8442296736717964] Predicted: -1.2874246403447693 Movie Vector: [-0.22243605330021352, -0.31807299272492173] User Vector: [0.2900542483504711, -0.8713835350908792] Predicted: 0.21264504657153904 Movie Vector: [0.16138560006600938, 0.561069661674479] User Vector: [0.2367449015449353, 1.5219520268398223] Predicted: 0.8921283267822044 Movie Vector: [0.21669491257952855, 0.5333567653114883] User Vector: [-0.4301008234967383, 0.2113590274750806] Predicted: 0.019529106865482024 Movie Vector: [-0.6927374928614535, -0.797255771376465] User Vector: [1.3768687006422367, -2.0117980368660997] Predicted: 0.6501090240530301 Movie Vector: [0.10631432879986474, 0.06749323345961392] User Vector: [0.2057540190067625, 0.08143119335118887] Predicted: 0.02737065497232532 Movie Vector: [0.8124861416036648, 0.6868890742826516] User Vector: [0.4464307105413143, 0.3475596731614481] Predicted: 0.6014537076569431 Movie Vector: [-0.42384821132140144, 0.12178623395307495] User Vector: [0.5393631460238026, -0.5549302692085717] Predicted: -0.29619097228835056 Movie Vector: [-0.3989124298095703, -0.4905223846435547] User Vector: [0.010415401119234668, 0.5000091180747727] Predicted: -0.2494204979094734 Movie Vector: [0.40798194388201764, 0.016328366555324825] User Vector: [-0.6297941623689407, -0.16525906705352875] Predicted: -0.2596430572322685 Movie Vector: [-0.07845225900903795, 0.3747415747547137] User Vector: [0.38542343293085807, 0.5501690201494573] Predicted: 0.1759338660036212 Movie Vector: [-1.877567555766532, -0.8428460111077307] User Vector: [0.3834872780169599, 0.2751558474985951] Predicted: -0.9519372797510218 Movie Vector: [-0.33241729426115707, 0.1742970279490067] User Vector: [0.07942407226736548, -0.09308411346501407] Predicted: -0.0426262195285403 Movie Vector: [0.2618459132654402, 0.027996814925631636] User Vector: [-0.7224329117674558, -0.04301805951931745] Predicted: -0.19037047420558278 Movie Vector: [-1.014076329371933, 0.722304278410968] User Vector: [-0.18506914484886516, -0.04161329126018303] Predicted: 0.15761678077234784 Movie Vector: [-0.09947091624023405, -0.6355631964509505] User Vector: [0.7057553912941237, 0.46106119934763484] Predicted: -0.3632356650304031 Movie Vector: [0.15638084747193073, -0.8316701585021546] User Vector: [0.37892785075867647, -0.12582884990237264] Predicted: 0.1639051579748092 Movie Vector: [0.9218187251545782, 0.4118962808705121] User Vector: [1.0113081362908691, 0.2420619229918557] Predicted: 1.031947182754811 Movie Vector: [-0.32154269484774833, 0.16155212055774673] User Vector: [0.3980189649886486, 0.7334943639930365] Predicted: -0.00948252068273088 Movie Vector: [-0.8941437246188323, -0.8778862187013228] User Vector: [-0.2951868315874565, -1.0866514527475044] Predicted: 1.217895787952846 Movie Vector: [0.7606753221086834, 0.010135699758604011] User Vector: [-0.16147053217237892, 1.2470439320106257] Predicted: -0.11018698619063616 Movie Vector: [1.0626250539452897, 0.8058343113343849] User Vector: [-0.1983477464208862, -0.07991247185789739] Predicted: -0.275165496467058 Movie Vector: [-0.15156396865409946, 0.27108215406666863] User Vector: [0.2224497202078476, -0.7020498042899725] Predicted: -0.22402853562970432 Movie Vector: [1.0255711804660201, 1.1076798361825004] User Vector: [-0.7881831677043792, -0.35304849479872824] Predicted: -1.199402640609161 Movie Vector: [-0.6115908179717824, -0.14843349846456888] User Vector: [-1.1857075518507636, 0.9870502246816628] Predicted: 0.5786565335019902 Movie Vector: [-0.35678208354759305, -0.15151832764564482] User Vector: [0.8136766293874816, -1.2372279815503662] Predicted: -0.10284252848594017 Movie Vector: [-0.25908939140033943, -0.4611133962363065] User Vector: [-0.21722257414924356, -1.0532700592285984] Predicted: 0.5419569986996573 Movie Vector: [-0.35679208913508575, 0.31125552351900065] User Vector: [0.2884882910466629, 0.697048984247816] Predicted: 0.11403000645689212 Movie Vector: [0.16193988871764226, 0.19072119364122347] User Vector: [-0.1436002077465694, 0.051755634573917964] Predicted: -0.01338370525871315 Movie Vector: [-0.27472195264414584, -0.28879913517458006] User Vector: [1.2441479047885395, -0.10177976567221912] Predicted: -0.31240083347722214 Movie Vector: [0.08168128329492316, -1.8254926500730513] User Vector: [-0.693363559617385, 1.7391094094587816] Predicted: -3.2313662699793744 Movie Vector: [0.7436426376404414, 0.8022348419374619] User Vector: [0.0013143155339801552, -0.8180162608729745] Predicted: -0.6552637646733235 Movie Vector: [0.3428846354068185, -0.6308422823966557] User Vector: [-1.3935429833372979, -0.5183974078945384] Predicted: -0.15079747378063885 Movie Vector: [-0.3779909564485262, 0.9330313553610405] User Vector: [1.313060420638298, 0.2939130015842805] Predicted: -0.22209491804536152 Movie Vector: [-0.6056377152697823, -0.4791060680522998] User Vector: [-0.6073309082244641, 0.608996895318307] Predicted: 0.07604839569777411
avg loss: 14.614618910320598: 23%|██████████▌ | 16399/70000 [00:26<01:31, 583.14it/s]
Movie Vector: [-0.017503243396651838, -0.4648903594696742] User Vector: [-0.1502135655852428, -0.57614883830077] Predicted: 0.2704752651455976 Movie Vector: [0.6066142802703534, 0.43331694967394113] User Vector: [0.6056901276890632, 0.3190447787405408] Predicted: 0.5056677912082082 Movie Vector: [-0.3416657957558986, -1.0940922743024883] User Vector: [0.6394269773559385, 0.49352881879115823] Predicted: -0.7584363948311447 Movie Vector: [0.464007339329394, 0.6692674355002373] User Vector: [-1.1587597515000376, -0.24987663974828334] Predicted: -0.7049073270912725 Movie Vector: [0.049717679301458206, -1.7515395987998876] User Vector: [-0.13647369621177266, 0.7902718789291144] Predicted: -1.3909776452236762 Movie Vector: [-0.1959838617741046, -0.049061391257182146] User Vector: [-0.42300100543746566, -1.111924883041888] Predicted: 0.1374539523154781 Movie Vector: [-0.0032617380052468586, 0.39510336704443005] User Vector: [1.6532277148532832, 1.273643725187663] Predicted: 0.497828528567792 Movie Vector: [-0.4387608451267721, 1.0088817227633715] User Vector: [0.5858110492094681, 1.084484558866238] Predicted: 0.8370856990234978 Movie Vector: [-0.042713377772889506, -0.56158461992269] User Vector: [0.12168112581959731, 0.5170332371946791] Predicted: -0.29555532589233485 Movie Vector: [2.5019359588623047, -0.10695457458496094] User Vector: [0.821982295286446, -1.0749217316673239] Predicted: 2.1715148586479405 Movie Vector: [0.7482606736182749, -0.6256748179956646] User Vector: [1.61518532138323, -0.01431538593211816] Predicted: 1.2175364330841811 Movie Vector: [-0.033516238120282926, -1.0841640454278165] User Vector: [-1.6257869618947627, 0.47068803955349753] Predicted: -0.4558127861490918 Movie Vector: [-0.9189722030665016, -0.17549144117710408] User Vector: [0.2856268055301591, 0.17197580201305865] Predicted: -0.29266337607575754 Movie Vector: [-0.2554153338102758, -0.06720414607294872] User Vector: [-0.8936350953852922, 0.5186545879874501] Predicted: 0.19339236749989844 Movie Vector: [-0.631819857094069, -0.7720361348169933] User Vector: [-0.11632897864469961, -0.29621583833582904] Predicted: 0.3021882895635619 Movie Vector: [-1.0998239537783683, -0.9833191219796433] User Vector: [0.41662347984335324, -0.008476847552010697] Predicted: -0.44987703654622063 Movie Vector: [-0.5023759297433745, -0.4256190763449915] User Vector: [0.05641702667050575, -0.28122807040207254] Predicted: 0.09135347533986228 Movie Vector: [0.8472344878276109, 0.247063007591549] User Vector: [0.2585347995727744, 0.7545933771212321] Predicted: 0.4054717077618891 Movie Vector: [0.8234117762670334, -0.25096144860020875] User Vector: [1.26937134176864, -0.8083415665215132] Predicted: 1.2480778817661844 Movie Vector: [-0.14033896987332795, 0.1323264895145247] User Vector: [0.24699554300191318, 0.39936799470621] Predicted: 0.018183864695736282 Movie Vector: [-0.603724477621795, 0.540035720528344] User Vector: [0.02058104500047076, 0.37994678464642406] Predicted: 0.1927595549671393 Movie Vector: [-0.0818491404584425, 0.021817574435106075] User Vector: [0.0969126630392774, 0.7152532123029447] Predicted: 0.0076728720300647014 Movie Vector: [0.16874345674427196, 1.0825008166295753] User Vector: [0.5185043233163078, -0.148856192850949] Predicted: -0.07364273846827844 Movie Vector: [-0.14819316204633037, -0.551854080987883] User Vector: [-0.32322940015384277, -0.21156349123235468] Predicted: 0.16465256289975572 Movie Vector: [0.038148905770090925, 1.1160135314517423] User Vector: [-0.3988553238823765, -1.8639587815039198] Predicted: -2.095419116393364 Movie Vector: [-0.0021439885085153126, -0.17513793798717864] User Vector: [1.4674684408967074, -0.6224280632606257] Predicted: 0.10586453207092775 Movie Vector: [-0.21080660673083362, -2.6555645831114125] User Vector: [-0.03194542026338985, -0.35608982396339345] Predicted: 0.9523538305698808 Movie Vector: [0.5496007806275691, -0.3920839033732911] User Vector: [-0.1328235815422522, 0.587613175848511] Predicted: -0.3033936117616317 Movie Vector: [0.08578385924833888, 0.5073881920416289] User Vector: [-0.25515065116334834, -0.5468868697252014] Predicted: -0.2993717476276945 Movie Vector: [1.0377279848715588, -0.3874390057136014] User Vector: [0.2881589792244027, 0.7180337323710904] Predicted: 0.020836361494503408 Movie Vector: [-1.5311779816106823, -0.029478508008773587] User Vector: [-0.9709306611190474, -0.2009922137270439] Predicted: 1.4925926005582422 Movie Vector: [0.4125765979701513, -0.5468186208014335] User Vector: [-0.8270404307287552, -0.7480143044895833] Predicted: 0.06781062302689905 Movie Vector: [-0.647904988311339, -0.8168658506277375] User Vector: [-0.8776571734702622, -0.6916628057285451] Predicted: 1.1336341868676287 Movie Vector: [-0.36894792469594917, -0.3139699702044364] User Vector: [-0.9156515386590384, 0.8225417950241034] Predicted: 0.07957431205728349 Movie Vector: [1.3500320474780094, -0.42032444970699234] User Vector: [-0.08285254619814078, 0.4724688473095329] Predicted: -0.3104438008317188 Movie Vector: [-0.4128401460886397, -1.4764655646091285] User Vector: [0.11189630194769158, 0.13300782815495177] Predicted: -0.24257676373709833 Movie Vector: [0.8200085386871141, 0.18736428312688364] User Vector: [0.03391010137689759, -0.06921968163995446] Predicted: 0.01483727664806051 Movie Vector: [-0.5480266836401256, -1.423245389687669] User Vector: [1.2083442352105658, -0.40977763857635474] Predicted: -0.07899074901721348 Movie Vector: [0.30985131755554907, -0.5030033539939688] User Vector: [0.7283990168839309, -0.0626566203276907] Predicted: 0.25721188526240774 Movie Vector: [1.226619986137687, 1.066619754186702] User Vector: [-0.20274153935233521, 0.49260646457794655] Predicted: 0.27673696196901487 Movie Vector: [2.1971533216224137, -0.6033213354754444] User Vector: [0.4841253269304827, 0.6043066705125616] Predicted: 0.6991064626564891 Movie Vector: [0.36848092688528933, 1.0199302442667832] User Vector: [-0.7126446371094791, 1.1336021683418587] Predicted: 0.8935991800363354 Movie Vector: [1.3774259807373366, 0.21655103534344286] User Vector: [0.44022851506326677, 0.19592439968414183] Predicted: 0.6488098257102051 Movie Vector: [-0.05330617111925783, 0.6886192271167464] User Vector: [-0.2385538996248833, -0.448721599117736] Predicted: -0.29628192578047563 Movie Vector: [-0.7568687278338538, 0.005082724182894058] User Vector: [-0.07213233841956716, -0.7632097071817301] Predicted: 0.050715526779986746 Movie Vector: [-0.6001984132100875, 0.6051304149743165] User Vector: [-0.35219234265669663, 1.330117395958153] Predicted: 1.0162797769880072 Movie Vector: [0.14664841849704752, -0.5450279378881989] User Vector: [-0.450753679314565, 0.2789166345384342] Predicted: -0.21811967236840546 Movie Vector: [0.12320327628792457, -0.9087753506922523] User Vector: [1.279928319899916, -1.2936755555968713] Predicted: 1.3333518191449096 Movie Vector: [-0.10136147616740628, 0.30058878435825553] User Vector: [0.8172513508133297, 0.641575215148859] Predicted: 0.11001251067773586 Movie Vector: [-0.8868834751512935, 0.029645210843836967] User Vector: [0.9641632073636699, 0.23689927203708763] Predicted: -0.8480774870914178 Movie Vector: [0.889053467149271, 0.36912133353544874] User Vector: [1.5217238614527033, -0.5695373286657709] Predicted: 1.1426654968129764 Movie Vector: [1.5969733127362924, 1.0747463951754972] User Vector: [1.2891583775449296, 0.6000439327525076] Predicted: 2.703646578502356 Movie Vector: [-1.0118880193521487, 1.5554689949214122] User Vector: [0.2839137936442625, 1.6164098881514914] Predicted: 2.226986497786585 Movie Vector: [-0.9459790388722448, -0.9699152891865463] User Vector: [1.0657581073162785, -0.8213806468775764] Predicted: -0.21151518238085887 Movie Vector: [1.9123541837874583, 0.7450402382283137] User Vector: [0.5144468690536104, -0.23219862378794037] Predicted: 0.8108073043877768 Movie Vector: [-0.6333210890762053, 0.32605158263718165] User Vector: [-1.0862678323775898, -0.1924458410116003] Predicted: 0.6252090555960483 Movie Vector: [-0.7287177084669941, 0.6472409583015818] User Vector: [1.2265961088917714, 1.6574144327068425] Predicted: 0.178904200041906 Movie Vector: [-0.28203478623500033, -0.41558632695911246] User Vector: [0.19337367080240817, 0.4604573899501023] Predicted: -0.2458978973187773 Movie Vector: [-0.49571384141686137, -0.3564133224551377] User Vector: [0.41573273972672586, -0.6258024883735259] Predicted: 0.016959870669209565 Movie Vector: [1.3676162551415838, 1.0717023734964055] User Vector: [1.4945388107773965, 0.4882827168667708] Predicted: 2.567249318162531 Movie Vector: [-0.5471403827998175, -1.0099935437281415] User Vector: [-0.41571071970050144, 0.4314326222011564] Predicted: -0.20829204066595047 Movie Vector: [-0.2504725553067764, -0.19229351932449554] User Vector: [-0.6336203671566614, 0.03277568874481358] Predicted: 0.15240195991912237 Movie Vector: [-1.5589192077692424, 0.3987066975204101] User Vector: [-1.5022231149035603, 0.8529547044373734] Predicted: 2.6819232215188245 Movie Vector: [-0.33110333983935136, -0.9676347676097614] User Vector: [-1.5324306866936885, 0.6482460689343046] Predicted: -0.11987251583059622 Movie Vector: [-1.6648905759600097, -0.6449364868534717] User Vector: [-0.5298830924429944, 0.339477951953248] Predicted: 0.6632556492719486 Movie Vector: [0.2589197816705031, -0.022785800154950027] User Vector: [0.059818537790622676, -0.8373926775732188] Predicted: 0.03456886494699863 Movie Vector: [1.3164782159066462, 0.7718700087562752] User Vector: [0.2591134016389324, -0.04932654816462323] Predicted: 0.3030434655433794 Movie Vector: [-0.7589624192908067, 0.18099761959891525] User Vector: [-1.2530556118088299, 0.6105563875319238] Predicted: 1.0615313714185424 Movie Vector: [-0.027814035237423512, 1.0549807829751239] User Vector: [-0.5299843366608107, -0.90741399362758] Predicted: -0.9425633224646421 Movie Vector: [-1.7211700254290945, 0.09893074463871832] User Vector: [-0.156186815713884, -0.12408506846972824] Predicted: 0.25654823735169846 Movie Vector: [0.1944953748640702, 0.7739210833240142] User Vector: [0.2806562962030998, 0.40814814790028986] Predicted: 0.3704608083176657 Movie Vector: [0.33861819187796194, -0.24969797694600293] User Vector: [-0.6777170534155326, 1.230279353969177] Predicted: -0.5366855889969667 Movie Vector: [1.069707557488534, 0.1859887697789227] User Vector: [0.3972180763276336, -0.0966290407443645] Predicted: 0.4069352618057653 Movie Vector: [0.3722056452532877, -0.45744183715521336] User Vector: [-0.04285075591637026, 0.050148382248452195] Predicted: -0.038889261361537586 Movie Vector: [-0.12506152563307937, 0.743035876163852] User Vector: [-0.3796679194007286, 0.2346284792766602] Predicted: 0.22181922690651754 Movie Vector: [0.5257431010803434, -0.9570709356647757] User Vector: [0.13961481319984265, -0.37363687527795597] Predicted: 0.4309985186695746 Movie Vector: [0.2350248153528744, 2.0139751646001107] User Vector: [0.6123910867002632, 0.4069536934414898] Predicted: 0.9635217338089228 Movie Vector: [-0.49710465669206544, 0.8616083060396342] User Vector: [-0.2978067266991891, -0.4116212850522639] Predicted: -0.20661520750735038 Movie Vector: [-0.20831823414916184, -0.8168311925769105] User Vector: [0.27067752424014774, 0.005428497027281001] Predicted: -0.06082122957426868 Movie Vector: [0.058437488509454655, -0.1525420636852986] User Vector: [-1.182613918287164, 0.823554219577945] Predicted: -0.19473564747218255 Movie Vector: [-0.5178053526700861, 0.9322322280438538] User Vector: [-0.29122177687321393, -0.11632342431930652] Predicted: 0.04235574985216595 Movie Vector: [0.43391924178186153, 0.12461413328037776] User Vector: [-0.0022277309981287297, 0.12469587677074648] Predicted: 0.014572213261821395 Movie Vector: [-1.870305563238658, -1.5459603987628772] User Vector: [-1.0522325139046331, 0.023942800165322214] Predicted: 1.9309817036853527 Movie Vector: [-0.5094947026764474, 0.2973066471552548] User Vector: [0.22638014265288253, -1.4926778018563898] Predicted: -0.5591225160257811
avg loss: 14.61085708785043: 24%|██████████▊ | 16461/70000 [00:27<01:31, 587.36it/s]
Movie Vector: [-0.6052990051953075, 0.7333897521801347] User Vector: [0.24771025854343298, -0.5704155088035355] Predicted: -0.5682756617141428 Movie Vector: [1.3764859228765796, 0.2528237008740574] User Vector: [0.9902403403919442, 0.765388653675812] Predicted: 1.5565602808433545 Movie Vector: [-0.0721138557544912, -0.43129603004609135] User Vector: [1.5827142012694715, 0.5573794206526922] Predicted: -0.35453115496782794 Movie Vector: [0.03538336369112653, 1.3280025824446984] User Vector: [0.5292658102729044, -0.45443875442316833] Predicted: -0.5847686347827546 Movie Vector: [0.5525208275624508, -0.5698203003725852] User Vector: [1.6880152602474514, -0.8830701276489715] Predicted: 1.4358548739169616 Movie Vector: [0.23075894574751285, -0.05389797017295503] User Vector: [-1.3851050360466957, -1.222357655468724] Predicted: -0.2537427814125698 Movie Vector: [-0.5543766116585678, 0.6161280643132181] User Vector: [-0.008700881725742099, 0.008178086022155591] Predicted: 0.009862313640176566 Movie Vector: [1.2017746518200596, 1.1269871181643127] User Vector: [-0.789970650811443, 0.5357706722803213] Predicted: -0.3455600578768322 Movie Vector: [0.5781990856267814, 2.300993605599601] User Vector: [0.4857702794744704, -1.196111766165292] Predicted: -2.4713735941119777 Movie Vector: [-0.44443913881276703, 1.3512361737122442] User Vector: [0.9901061758402258, -0.4301189815179649] Predicted: -1.0212342629509745 Movie Vector: [0.6271942102069618, -0.4940886058182474] User Vector: [-1.3409335220593022, -1.232674720038744] Predicted: -0.2319752074566821 Movie Vector: [-1.7156212911132445, 0.48768134972577487] User Vector: [0.5146328776730515, -0.07558433232397102] Predicted: -0.9197761912486409 Movie Vector: [0.2618293931506798, -0.9947955988833335] User Vector: [1.4598592884058104, 0.20853071086878722] Predicted: 0.1747886381643942 Movie Vector: [-1.0650538711986248, 0.7636955601601894] User Vector: [-1.0384221635173807, 0.02920180456969723] Predicted: 1.128276833691181 Movie Vector: [-0.4732375428460822, 0.05823860433610217] User Vector: [-0.8156964463758312, -0.674918672142761] Predicted: 0.3467118604852097 Movie Vector: [0.15900062741622698, -1.1998626568718664] User Vector: [-0.06870594517046785, 0.2665093275941117] Predicted: -0.3306988782775348 Movie Vector: [-0.013716766747635036, -0.43837560484265636] User Vector: [0.31397071798760084, 0.5459483707942989] Predicted: -0.24363711036403704 Movie Vector: [0.962317801547904, -0.36513076159127344] User Vector: [-0.40048078762332445, -0.11573428804345422] Predicted: -0.3431316423723204 Movie Vector: [0.854754263633352, -0.5346220708367494] User Vector: [-0.5193244130133542, 0.2401669715973753] Predicted: -0.5722933199340319 Movie Vector: [0.7439771136861013, 0.5940604445811797] User Vector: [-0.22146476763489226, -0.42468383004511534] Predicted: -0.41705258349120966 Movie Vector: [1.0975166373553271, 0.16499327600104471] User Vector: [0.40736945668200925, 0.6891580978207443] Predicted: 0.5608012085009985 Movie Vector: [0.77127120271647, -0.49601446176297537] User Vector: [1.4025069147909113, 0.47372452668137205] Predicted: 0.8467389788631707 Movie Vector: [-0.28188188813121623, -0.7435184819535475] User Vector: [0.3170666075720971, -0.9090382238854136] Predicted: 0.5865113862552497 Movie Vector: [-1.4109309249604762, -0.08795641231943059] User Vector: [0.3638229944633027, 0.0903167380210443] Predicted: -0.5212730503487228 Movie Vector: [-1.0875940154420713, 0.0052452965036957145] User Vector: [-0.31477685422188917, 0.0507746589457423] Predicted: 0.3426157509924524 Movie Vector: [0.025680762671547785, 0.21494110318900075] User Vector: [-0.2640303885792479, 0.01850734011950543] Predicted: -0.002802513644799655 Movie Vector: [0.7589440499711141, -0.5129848342826043] User Vector: [1.2891684631334457, -1.3618329509235447] Predicted: 1.677006385155639 Movie Vector: [-0.6584127920334678, 0.30119033475867363] User Vector: [1.5730625677696133, -0.5886824154138297] Predicted: -1.2130299710535632 Movie Vector: [0.09234453613782581, -0.6382488421239053] User Vector: [-0.08329568967879578, 0.09108193453486532] Predicted: -0.06582484108095182 Movie Vector: [0.044093908303175465, -0.44872823333698764] User Vector: [-0.6918383569617068, 0.1818564652620584] Predicted: -0.11210998745044179 Movie Vector: [0.057357894964536776, -0.993187691861106] User Vector: [-0.07358639619194351, -0.30660400007818966] Predicted: 0.30029455836944324 Movie Vector: [0.2631336036944709, 0.03558341779538074] User Vector: [0.43025559001870745, -0.8136220906209766] Predicted: 0.08426324913319598 Movie Vector: [0.04627067944507432, -0.10364436868859248] User Vector: [0.5751306277365394, -0.6334423920179593] Predicted: 0.09226442173633509 Movie Vector: [-0.6918048841324764, -0.6462570874837176] User Vector: [-1.1712905836064993, -0.9464869879035901] Predicted: 1.4219784706211658 Movie Vector: [1.3406197739557943, -0.6929196726806716] User Vector: [-0.14008728634158532, -1.3123211445783738] Predicted: 0.7215293518038344 Movie Vector: [-0.3543834951172238, 1.3121144686957082] User Vector: [0.24116562280772524, 0.5276023981243526] Predicted: 0.6068096239847928 Movie Vector: [0.4629176489011191, -1.5480940925425473] User Vector: [0.5342162755638349, 0.8704190298651501] Predicted: -1.100192415882131 Movie Vector: [-0.648207866293679, 0.10329198197909273] User Vector: [0.2428198180489084, 0.34575896915122967] Predicted: -0.12168358694062378 Movie Vector: [0.048418123224215036, -1.0304360137957613] User Vector: [0.1905616023471139, -0.6138580274164434] Predicted: 0.6417680539517754 Movie Vector: [-1.035409350002685, 0.2779759547655145] User Vector: [-0.4361159109250143, 0.2245144609425252] Predicted: 0.5139681134958612 Movie Vector: [-0.054833674676429106, 0.8178332306030529] User Vector: [1.0831056261280467, 0.45769145649111526] Predicted: 0.3149246209382301 Movie Vector: [0.5131292949369004, 0.552854101643555] User Vector: [0.5373682447791956, 0.1138182464974262] Predicted: 0.33866427298300766 Movie Vector: [0.29930686656584116, -0.538715200306129] User Vector: [-1.0665922245492376, 1.6893394454752142] Predicted: -1.2293112143875473 Movie Vector: [-0.7459590477104958, 0.014163269822302094] User Vector: [0.19364024642227848, -0.6505221603474816] Predicted: -0.15366121470197686 Movie Vector: [-1.0639789774452828, 0.0563656156085868] User Vector: [0.11243151133223102, -0.37661007767340837] Predicted: -0.14085262333235424 Movie Vector: [-0.177905635747943, 0.532577733481114] User Vector: [0.8714220861658131, -0.4346024036374355] Predicted: -0.38649046333879744 Movie Vector: [0.27228589902045375, -0.2098965054618857] User Vector: [0.3940606758916705, -0.9479366883014022] Predicted: 0.30626576367734826 Movie Vector: [0.2958201994934702, -0.22275422401420253] User Vector: [0.4672946000094554, 0.010295175608540194] Predicted: 0.13594188794324816 Movie Vector: [0.10406826145609585, 0.2506703330691765] User Vector: [0.3999397170525332, 1.2365480804215874] Predicted: 0.3515869502162302 Movie Vector: [-0.5336878125734568, 1.6250920812129213] User Vector: [0.9991420653174905, -1.281922748396709] Predicted: -2.616472450435613 Movie Vector: [-0.2537895826195546, -0.3483294316361356] User Vector: [-0.27976558718141203, 0.09380885597317953] Predicted: 0.038325206118511444 Movie Vector: [-0.32902019137768557, 1.212039455331532] User Vector: [1.231194967445112, -0.012216435922237631] Predicted: -0.41989480615331554 Movie Vector: [-0.6480253994768606, 0.6131088903420613] User Vector: [0.4727694939170155, -0.2591233499017612] Predicted: -0.46523746967603363 Movie Vector: [0.29605938348910743, 0.3764924461301508] User Vector: [0.5418438928381808, 0.0008687419979274136] Predicted: 0.1607450436608655 Movie Vector: [0.1732871864202022, -0.24353891807250652] User Vector: [-0.10097874752582425, 1.3646511322390589] Predicted: -0.3498439833389074 Movie Vector: [-0.9290060979482654, -0.36855081901693404] User Vector: [0.8974187239459994, 1.5652141928970176] Predicted: -1.4105684396879097 Movie Vector: [-1.0480880911161952, 0.0031361618390601045] User Vector: [-0.3659747915219198, 0.151781559615627] Predicted: 0.38404983217799593 Movie Vector: [0.09900093078613281, 0.8050441741943359] User Vector: [0.05538647574566616, -0.6214190412426173] Predicted: -0.4947864662340143 Movie Vector: [-0.6806625510038008, -0.1326814680770401] User Vector: [-0.06760181176098884, 0.6413715782057623] Predicted: -0.03908410093351527 Movie Vector: [0.08259047413896492, -0.7276716016962944] User Vector: [0.12259297049462771, 0.3649171281565904] Predicted: -0.2554148195728626 Movie Vector: [-1.0490982615108637, 0.4783351228709869] User Vector: [-0.1656249708902724, -0.5126063572874037] Predicted: -0.07144075587374707 Movie Vector: [-0.43054054974596856, -0.4064133207849491] User Vector: [-1.47706275801453, -0.5963667087823546] Predicted: 0.8783067863666997 Movie Vector: [-1.8874959839728267, -0.9354844233650422] User Vector: [0.2576236530876503, 1.115398912166486] Predicted: -1.5297019187494092 Movie Vector: [1.3738773937343798, 1.040650532273697] User Vector: [0.5278372131789315, 0.7072684107949687] Predicted: 1.4612028629124447 Movie Vector: [0.8610843038289583, -0.37550148123431193] User Vector: [1.5819273906666922, -0.6144468513691548] Predicted: 1.5928985487290659 Movie Vector: [0.3384666047672525, 0.17656868419978042] User Vector: [0.3580840373976596, 0.14817905077857058] Predicted: 0.14736326838128036 Movie Vector: [-0.303664894991497, -0.3316056235293044] User Vector: [-0.36360935638321756, 0.9276679251210812] Predicted: -0.1972045037138766 Movie Vector: [-1.365443924426674, 0.5632941011891593] User Vector: [-0.6156205212504283, 0.010008751682998335] Predicted: 0.8462331712770795 Movie Vector: [-0.7128788843949194, -0.37157072255432927] User Vector: [1.1009699862553337, 0.39477324602209707] Predicted: -0.9315444358235406 Movie Vector: [0.13731622452296546, -1.6012781587553913] User Vector: [0.4631102138512583, 0.9577784826465976] Predicted: -1.4700772190837985 Movie Vector: [0.3140433466774703, -1.1901014946662045] User Vector: [-0.43277942910585576, 1.4113666895104857] Predicted: -1.8155811069980898 Movie Vector: [1.0474802942906234, -0.01783704325867934] User Vector: [0.2166860468763641, -1.0660965476084656] Predicted: 0.2459903743883466 Movie Vector: [-0.9572774092298673, -0.04977065807645577] User Vector: [0.44126670218440844, 0.39635749802992976] Predicted: -0.44214161895698506 Movie Vector: [-0.31755905595206385, 1.3926759607812227] User Vector: [-0.9464840038457508, -0.5182412987176256] Predicted: -0.42117763187309165 Movie Vector: [-0.9553928455621468, -0.039643682862125836] User Vector: [1.1040447132695823, 0.2073221564044167] Predicted: -1.0630154340572595 Movie Vector: [-0.6478955661290294, 0.7252019288782907] User Vector: [0.570326681926733, 0.27839039507338065] Predicted: -0.16762287697700648 Movie Vector: [-1.5785282755715226, 0.4675464448342458] User Vector: [-0.31024261927187463, 0.39966842082890797] Predicted: 0.6765902960790978 Movie Vector: [1.8081450059285715, 0.27986623598174115] User Vector: [0.40088035159286933, -0.19110769447593773] Predicted: 0.6713652145874073 Movie Vector: [-0.9679513599243067, 0.9253256030812054] User Vector: [-0.24129270274041653, -0.3349435805336235] Predicted: -0.07637227089805579 Movie Vector: [0.7167009335735994, -1.9408638708613943] User Vector: [0.054398983010835844, -0.034798298853723084] Predicted: 0.10652656292194904 Movie Vector: [-0.576733969684802, 1.398712820731012] User Vector: [0.8192652389764586, 0.11217326191210786] Predicted: -0.315599913919978 Movie Vector: [0.5877358236383499, -0.09176858055778482] User Vector: [-0.5260202322148542, -1.0239769109233254] Predicted: -0.21519202679185453 Movie Vector: [-0.7982877970519393, 0.2968256809681448] User Vector: [0.5475706134203872, 0.5170972482000118] Predicted: -0.28363119589401764 Movie Vector: [1.7155558812167901, 0.9344077686395649] User Vector: [0.13407650317663947, 0.16319456224106915] Predicted: 0.3825060003154535 Movie Vector: [-0.3300028772265975, 0.5635299030578598] User Vector: [-1.6648743477548857, 0.7617370921431492] Predicted: 0.9786749546708721 Movie Vector: [-1.0418590149986364, 0.5756537633173509] User Vector: [-0.40255045883651386, -0.20944185500928503] Predicted: 0.2988348324983976 Movie Vector: [-0.16280423283325474, 0.9948558883586368] User Vector: [0.7923035733985229, -0.746224084502098] Predicted: -0.8713757999401379 Movie Vector: [-1.4864860629098429, 0.4603964834300658] User Vector: [-1.7097414158646784, 0.8383544075886765] Predicted: 2.927482206984509 Movie Vector: [0.17350367016128057, 0.6261276401965332] User Vector: [1.0715451306653958, 0.6301139214705762] Predicted: 0.5804487556192506 Movie Vector: [-0.812907678077939, -1.4264965053937402] User Vector: [0.4488183846786239, 0.4143969617883264] Predicted: -0.9559837288046222 Movie Vector: [0.8349741912892613, -0.04575611913323644] User Vector: [-0.06888376912452884, 0.9190621836445817] Predicted: -0.09956888818340356 Movie Vector: [-0.005893825575031708, 0.4467906650306262] User Vector: [0.2101042413631519, -0.8152018309098561] Predicted: -0.3654628859175675 Movie Vector: [0.09237863100692448, -0.40348171731250565] User Vector: [0.10184989128100982, 0.8145538512241363] Predicted: -0.3192488332106859 Movie Vector: [-0.5955783912852805, 0.5843628637270005] User Vector: [-0.07505439301557872, -0.5347150552202351] Predicted: -0.26776684629532627 Movie Vector: [-1.35328052021294, -0.07364506701792968] User Vector: [0.20921164605785406, -0.7475372478677811] Predicted: -0.2280696144941568 Movie Vector: [0.11428260116178826, 0.6741253771653315] User Vector: [0.395978137981011, -0.2741774937119304] Predicted: -0.13957659474712897 Movie Vector: [0.5819013310349515, -0.5440473369719061] User Vector: [0.376001257165946, -0.17365420388724517] Predicted: 0.31327173919451123 Movie Vector: [-0.22476864161778354, -0.3437064652678101] User Vector: [0.07095589583318379, -0.4948134544313466] Predicted: 0.1541219230683551 Movie Vector: [0.7658145273620492, 1.407401529136655] User Vector: [1.215560877536443, -0.13183163691205313] Predicted: 0.7453541315317571 Movie Vector: [-0.23620199485745352, 1.2434107865370123] User Vector: [0.40914913095942684, 0.27055598732306263] Predicted: 0.2397703920728571 Movie Vector: [-0.7392930615984782, 1.8011957058291368] User Vector: [0.9152590497803786, -1.078909194080271] Predicted: -2.619971272424809 Movie Vector: [1.2620855464253766, -0.5885253489378216] User Vector: [-0.554963374163129, 0.7561532315699663] Predicted: -1.1454265977869194 Movie Vector: [1.151807732777455, 0.16601671499114135] User Vector: [0.10139729915744827, -0.49390819542059744] Predicted: 0.034793177141367565 Movie Vector: [-0.27411556172846085, 0.6608957298304746] User Vector: [0.4363877129759866, -1.5489450483033134] Predicted: -1.143311831239529 Movie Vector: [-1.6539311135259795, 0.22268656362194394] User Vector: [-0.9306422685179813, 0.9930826649044079] Predicted: 1.7603643695043736 Movie Vector: [1.7313483811321495, 0.9536300040746863] User Vector: [0.39347034872894976, 0.45593836189855463] Predicted: 1.116030753210494 Movie Vector: [1.6802756097945066, -0.933195195354868] User Vector: [1.1509485002585749, 0.2833942497739542] Predicted: 1.6694485408337982 Movie Vector: [-1.7682991138064406, -0.5786861777886227] User Vector: [0.7283748021050077, 0.40668094329961607] Predicted: -1.5233251577387532 Movie Vector: [-0.028737566953881688, 1.209059924439323] User Vector: [1.565338086339069, 0.45345695930738406] Predicted: 0.5032726288950409 Movie Vector: [-0.33961648018619395, -0.23988319709309178] User Vector: [1.106051506926862, 0.7546380650823059] Predicted: -0.5566583113872248
avg loss: 14.616728515382334: 24%|██████████▋ | 16588/70000 [00:27<01:29, 595.61it/s]
Movie Vector: [0.03292945835008808, 1.284658313394968] User Vector: [0.4739770051071247, 0.6486579882057475] Predicted: 0.8489116831471433 Movie Vector: [-0.3886917135560546, -0.18514376792102089] User Vector: [-0.38191993043603917, 0.15422476324210144] Predicted: 0.11989535842902321 Movie Vector: [0.10165626634044408, -0.5171877665572768] User Vector: [-0.094747405014352, 0.16112176157002275] Predicted: -0.09296187144937904 Movie Vector: [-0.058361133055317066, -0.07120529253527538] User Vector: [-0.09156804392363072, -0.11878431987385603] Predicted: 0.013802087040263773 Movie Vector: [0.6085001726560503, -0.911826083887372] User Vector: [0.6847970329054285, 0.8261584374369983] Predicted: -0.3366136999213844 Movie Vector: [-0.1452583633040577, -0.2993901378483001] User Vector: [0.8711961158576578, 0.13269687047540876] Predicted: -0.16627665625000623 Movie Vector: [0.5943343009208854, -0.4818483445159649] User Vector: [-0.6790172004373203, 0.23830608649305313] Predicted: -0.5183906063999275 Movie Vector: [1.5043777736561599, -1.4145467147060022] User Vector: [-1.3868668508734456, 0.6163820658522541] Predicted: -2.9582728917295285 Movie Vector: [0.5701434009489547, -1.184617149043663] User Vector: [0.15764473232664508, 1.8105100317851046] Predicted: -2.054881128337821 Movie Vector: [0.8340219110646195, 0.3780969957871365] User Vector: [0.37480258376632725, -0.5067288529755837] Predicted: 0.1210009101960196 Movie Vector: [0.8090716305076552, -0.635283249323586] User Vector: [0.14917067300800874, -0.923389372932507] Predicted: 0.7073035608619455 Movie Vector: [-0.367153049129722, -1.3861982187198236] User Vector: [-0.36472587478912427, 1.1534703272198714] Predicted: -1.4650282959130256 Movie Vector: [-1.209393054290762, 1.3024789954987857] User Vector: [-0.11776353739924406, -0.5308983487087218] Predicted: -0.5490615437587438 Movie Vector: [-0.28409173436046453, -1.6322301995609507] User Vector: [-0.649654443011356, 0.0029143595252195537] Predicted: 0.1798045518206362 Movie Vector: [0.2648019531381532, 0.04497611193489545] User Vector: [-0.09534306913136056, -0.2110795230404714] Predicted: -0.034740567179602826 Movie Vector: [0.5951989403047615, 0.5766934824544866] User Vector: [-1.1892850988786094, -0.9632967608571563] Predicted: -1.263388194228632 Movie Vector: [-0.7357279655486231, -0.13283293349029962] User Vector: [1.5591037207020697, -0.020115350272503253] Predicted: -1.144404227526541 Movie Vector: [0.16839558304150143, 1.213795493848747] User Vector: [0.807069170430923, 0.49282170342380893] Predicted: 0.734091646396219 Movie Vector: [0.9201476104861931, 1.1216895771953477] User Vector: [0.7282927902164892, -0.6233891285554105] Predicted: -0.029112217385469763 Movie Vector: [1.3485034577354118, -1.723148982048315] User Vector: [-0.2077921546091987, -0.43332577405482303] Predicted: 0.46647642747707074 Movie Vector: [-0.2896633813733464, -0.5267759140185017] User Vector: [0.25210951619919664, 0.5085653528263853] Predicted: -0.34092687351191864 Movie Vector: [-1.5566643385757835, -1.1084501924746595] User Vector: [0.6239827046529458, -0.19534979787030662] Predicted: -0.7547961031720791 Movie Vector: [1.1180415970930793, -1.1898253497815996] User Vector: [-0.41142995013994454, 1.0328369679248188] Predicted: -1.688891405174904 Movie Vector: [-1.0826077988131109, 0.25224501415879297] User Vector: [-0.27009343278788533, -0.3918852516515461] Predicted: 0.1935541558929031 Movie Vector: [0.8806049694235977, 0.6024553026600279] User Vector: [-1.251760569927222, 0.09328443823815225] Predicted: -1.0461068739341899 Movie Vector: [-0.6097153298103257, -2.030563961709822] User Vector: [0.34117775106589576, -0.06572084853330971] Predicted: -0.07457091845035932 Movie Vector: [-0.5676846829649292, 0.13189340253872078] User Vector: [-0.07471114602767295, 0.031748970456583] Predicted: 0.04659985298728611 Movie Vector: [0.6033261824472842, 1.330245953963992] User Vector: [-0.15711243080373316, 1.139351997940506] Predicted: 1.4208283423093193 Movie Vector: [1.7548040367225959, 0.8324343214003489] User Vector: [0.7473019788258514, 0.47815836607217144] Predicted: 1.7094039640775756 Movie Vector: [-0.5434602413357018, 0.9219848333189249] User Vector: [0.5560335334936701, 1.4233433999173069] Predicted: 1.010118909025137 Movie Vector: [-0.2833482260236203, 0.2772516995213451] User Vector: [0.5473022907363492, 0.0546851919933217] Predicted: -0.13991557076000874 Movie Vector: [-0.2129624462864653, 0.4349793438838403] User Vector: [-0.14414122281134434, -0.846192018729908] Predicted: -0.33737938168625137 Movie Vector: [0.25190635391294414, 0.5593265046115237] User Vector: [0.7645097628486346, 0.07336405103261326] Predicted: 0.23361932511826217 Movie Vector: [0.48795140319147956, -0.6955029586096381] User Vector: [0.2068411733351868, -0.10248726564923233] Predicted: 0.17220863724552948 Movie Vector: [2.0603370202020543, 0.5586415204607206] User Vector: [-0.04487470065833853, 0.08667217335425145] Predicted: -0.0440383323326062 Movie Vector: [0.31148631780517905, -0.7843081666528067] User Vector: [0.6713412973651436, 0.5197094896603616] Predicted: -0.19849876832076363 Movie Vector: [-1.131006464708784, 0.2082899448866714] User Vector: [-0.6111518865330031, -0.5964568380917245] Predicted: 0.5669807726543922 Movie Vector: [0.060368916130699106, -0.30955162365786665] User Vector: [1.6528604506030025, 1.3181314619855051] Predicted: -0.30824834033392845 Movie Vector: [-0.5409347724163586, 0.7774121069440226] User Vector: [-0.6836790019293423, 0.09882157201403753] Predicted: 0.4466508318254453 Movie Vector: [0.5329994111342693, -0.4389759976050386] User Vector: [0.09286514958964623, 0.2221639650138141] Predicted: -0.048027578127652674 Movie Vector: [1.4167308807373047, 0.3637981414794922] User Vector: [0.5526390278686322, 0.1302712441134407] Predicted: 0.8303332131788261 Movie Vector: [-0.32622956057277763, -1.498461953548487] User Vector: [-0.255708808466541, -0.17066489716402228] Predicted: 0.3391546274271807 Movie Vector: [0.500900131994721, -0.84562897594306] User Vector: [-0.28260769821446496, 0.6403682157754663] Predicted: -0.6830721518710419 Movie Vector: [-0.14014708366584994, -0.06170448741684999] User Vector: [0.2865445937401315, -0.6547328094144672] Predicted: 0.00024156324701864185 Movie Vector: [-0.3398342266411635, 1.6408780797439013] User Vector: [0.9409920127994061, 0.09685493892609551] Predicted: -0.16085414674643353 Movie Vector: [-1.1264051594912998, 0.19766670205035258] User Vector: [-0.6601399266438085, -0.057329290577515846] Predicted: 0.7322529275584502 Movie Vector: [1.850152682846413, 0.259840334851491] User Vector: [0.3400040733296115, 0.7626426821530347] Predicted: 0.827224778352173 Movie Vector: [-0.8093932100170476, -0.09765148835957696] User Vector: [-0.7773781051952802, 1.1722455290954892] Predicted: 0.5147330393219436 Movie Vector: [1.0478269553992419, 0.9682018317993417] User Vector: [-0.9488807535680437, 0.5041185097222052] Predicted: -0.5061743664911482 Movie Vector: [1.3172922514418495, 0.3208521229424014] User Vector: [0.03149878962076256, -0.6446709246188296] Predicted: -0.16535092326596482 Movie Vector: [0.5353213795691997, -0.5810029198616997] User Vector: [-0.5841735346817447, -0.1293396133304034] Predicted: -0.23757388949489971 Movie Vector: [1.0333812338170725, 0.09901304026775543] User Vector: [-0.417852791785254, -1.262678521648716] Predicted: -0.5568228728381883 Movie Vector: [-0.0650573710200425, -0.809370809278258] User Vector: [0.5431674130835399, 0.798380753827438] Predicted: -0.6815231207564717 Movie Vector: [0.7546445145307892, 0.3496038576946245] User Vector: [0.21913494061482777, -0.5989684942573887] Predicted: -0.044032715352913615 Movie Vector: [0.49572607203051855, -0.4734768191774349] User Vector: [1.3212827591201672, -0.02466217097103031] Predicted: 0.6666712784856599 Movie Vector: [1.2476328411153799, 0.5729859087678428] User Vector: [-1.5076098860829719, 0.6161264499892278] Predicted: -1.5279118316043498 Movie Vector: [1.1086136458082916, -0.37941556077965444] User Vector: [0.13840852323692024, 0.2255726248627574] Predicted: 0.06785581359778207 Movie Vector: [0.9738045479032713, -0.11452448399519097] User Vector: [0.2155341104982016, 0.4290331755328333] Predicted: 0.160753293986719 Movie Vector: [-1.6249261254871321, 0.5273182307002549] User Vector: [-0.2015235087583752, -0.1947979754066934] Predicted: 0.22474029054586947 Movie Vector: [-0.21521568298339844, 1.658926010131836] User Vector: [-0.0299640797225688, 0.4503565182732435] Predicted: 0.7535568818783588 Movie Vector: [0.943844435819602, 1.3880935909782401] User Vector: [0.1446774286509435, 0.5538515855990087] Predicted: 0.9053508223440007 Movie Vector: [0.3406666549139902, -0.6118573589845748] User Vector: [-0.6238256798431177, 1.1905397083191789] Predicted: -0.9409570893000396 Movie Vector: [1.625149706306428, 1.610357797592407] User Vector: [-0.9681216069500492, -0.3184667169084888] Predicted: -2.0861879060510184 Movie Vector: [-0.19442068864088083, -0.4615371575274927] User Vector: [-0.32413155766718527, -0.48494937296180246] Predicted: 0.28684003579342576 Movie Vector: [1.8654621385348558, 0.9032384924776593] User Vector: [0.1924437489359485, 1.9883188833777157] Predicted: 2.15492267822467 Movie Vector: [0.2792869434664809, -1.3258196974047813] User Vector: [-0.9996672693545814, -0.47934331947921494] Predicted: 0.3563287986434119 Movie Vector: [-0.49843355122584665, 0.10411246826198935] User Vector: [-0.32462261466673537, 0.26392444916750585] Predicted: 0.1892806284740755 Movie Vector: [0.3365886993158462, 0.05888193570121189] User Vector: [0.35338226126321276, -0.575802062070426] Predicted: 0.08504013568442129 Movie Vector: [-0.4342164505069289, 0.48943284268843634] User Vector: [0.1913421236799115, -0.6304691068489537] Predicted: -0.3916561849690719 Movie Vector: [-1.7334237134912402, 0.08919560972833358] User Vector: [-0.4322962068119228, 0.1302292591014742] Predicted: 0.7609683743101255 Movie Vector: [-0.7128125305534354, -1.3340779983987345] User Vector: [-0.11925263323029618, 0.5735446691559904] Predicted: -0.6801485529518401 Movie Vector: [0.6071867960747293, 0.4225805181335768] User Vector: [0.395578174722304, 0.7945567508051289] Predicted: 0.5759540479484878 Movie Vector: [0.041697912695894526, 0.4128961645757291] User Vector: [0.010324706624208459, 0.35482768991595537] Predicted: 0.14693751096699104 Movie Vector: [0.20000615832717195, -0.659803129223178] User Vector: [0.11767271333307555, -0.8424840370419105] Predicted: 0.5794088712945115 Movie Vector: [0.5685572293044746, -1.4840816072820657] User Vector: [-0.6704591899048175, 1.2272203097995602] Predicted: -2.2024895092305314 Movie Vector: [-1.056587814969091, -0.06929011312774422] User Vector: [1.5074936418753329, -0.5586879697122626] Predicted: -1.554087860524383 Movie Vector: [-0.42595863342285156, 0.7978534698486328] User Vector: [0.019431022543102316, 0.44499917988351856] Predicted: 0.3467673279413927 Movie Vector: [-0.02995782717259758, -1.533580455444985] User Vector: [-0.1084405176236393, 1.406471607025892] Predicted: -2.1536887253877315 Movie Vector: [-0.009996637481149262, 0.2174419281234286] User Vector: [-1.091424588026978, 0.20297637259804013] Predicted: 0.055046149765735686 Movie Vector: [0.10424245056575276, 1.0965034572914123] User Vector: [0.5014587930385049, 0.5342429098725057] Predicted: 0.6380724911527053 Movie Vector: [1.846776380235396, -0.7765352729082825] User Vector: [0.7547144447027947, 0.18216159399040746] Predicted: 1.2523339071968453 Movie Vector: [0.8031978475844972, -2.3541501267932152] User Vector: [-0.01819178409350261, -0.08381586945453623] Predicted: 0.18270353787605684 Movie Vector: [0.22025954677398926, -0.8842567102388135] User Vector: [-0.7701748574914484, 0.22313032187326423] Predicted: -0.3669428494219684 Movie Vector: [0.4257156045994075, -0.42267037140416125] User Vector: [0.37622088783827146, -0.2907240186783806] Predicted: 0.28304353167989704 Movie Vector: [0.23003549431805836, -0.40072339332285967] User Vector: [0.5656905710030378, -1.0503982188551362] Predicted: 0.5510480487316665 Movie Vector: [1.4245758086385227, 0.18438545805763892] User Vector: [0.5048567123133569, 0.047418870888179254] Predicted: 0.7279500094196795 Movie Vector: [0.2718744008664652, -0.712255793468209] User Vector: [0.10810908114207396, 0.13807614630705178] Predicted: -0.06895344348323625 Movie Vector: [-1.1388932093199478, 0.5301867858250778] User Vector: [-0.5302273660200792, 0.5217999313533602] Predicted: 0.8805237750038549 Movie Vector: [0.22990283620129248, -0.35006243530768455] User Vector: [0.21040721862620762, 0.08438525882660196] Predicted: 0.01883310711048098 Movie Vector: [-0.2961361370299521, 1.0131348924435413] User Vector: [-0.11156051778598738, -0.06793459666615187] Predicted: -0.03578980950435356 Movie Vector: [0.6857642533695419, -0.8652174025554472] User Vector: [0.1486104149828151, -0.10024543921366703] Predicted: 0.18864580880810694 Movie Vector: [0.17060407680743517, 1.315615217123952] User Vector: [-0.08299918010037527, -0.4840306629670374] Predicted: -0.6509581042508279 Movie Vector: [-1.2229014469906254, 1.2415808301035567] User Vector: [1.30361510939935, -2.0961039232866634] Predicted: -4.196675252660885 Movie Vector: [-0.8613508407190953, -0.019302098422012567] User Vector: [0.8864778785171754, -1.005197230349037] Predicted: -0.7441660500659175 Movie Vector: [-0.4487062309669764, 0.044979463483376586] User Vector: [0.663829476976729, -1.0101865809793211] Predicted: -0.3433020730495637 Movie Vector: [0.0836966951524582, -1.0964413066297534] User Vector: [1.0514647509152557, 0.2600051039717839] Predicted: -0.19707621120831803 Movie Vector: [-0.44362739568015686, 1.177538524597152] User Vector: [1.1208084219543775, -0.08838689427609014] Predicted: -0.6013002943675985 Movie Vector: [0.6765149639804579, -0.3982175546826143] User Vector: [0.9293647987997724, 0.2000738761144907] Predicted: 0.5490562636825487 Movie Vector: [0.35830964841990876, -0.14439642275283698] User Vector: [0.31242308255825385, 0.534552108544009] Predicted: 0.03475679262097092 Movie Vector: [-0.1114330918342941, 0.40088141726688997] User Vector: [0.4845526194650065, 0.7077333339414886] Predicted: 0.22972194541409327 Movie Vector: [0.4387266246019077, -0.29647781050576955] User Vector: [1.7088756842136732, -0.0926566682935512] Predicted: 0.7771999069437717 Movie Vector: [-0.17300182555882285, -0.46658373638323175] User Vector: [-1.4630566828449696, -0.5972109691974892] Predicted: 0.5317604024454311 Movie Vector: [0.14640417151105722, -0.684941915328046] User Vector: [-0.36689240998930034, -1.1570532655095644] Predicted: 0.7387997004965126 Movie Vector: [-0.59977174066158, 0.10399850357069565] User Vector: [-0.25359540809753023, -1.120606305873494] Predicted: 0.03555798043571083 Movie Vector: [-0.18760471756939373, 0.9756470568548882] User Vector: [-0.7651136474545872, 0.9213183094875437] Predicted: 1.0424204268172494 Movie Vector: [0.8056892639642601, 1.0091887964911757] User Vector: [-1.152101636583136, -1.080424274972733] Predicted: -2.0185879933502697 Movie Vector: [0.19063810588659907, 0.023756667991338725] User Vector: [0.7851214367372162, 0.1949798529069699] Predicted: 0.15430613522105915 Movie Vector: [0.07026851909023253, 1.949895580340703] User Vector: [0.841218527462417, -0.6039305154591004] Predicted: -1.1184902627705322 Movie Vector: [0.1369757701995605, -0.054261545305477304] User Vector: [0.05760864441813679, 0.054329067612047977] Predicted: 0.004943009275691418 Movie Vector: [-0.5058648817548472, 1.2895703030800774] User Vector: [-0.3368373170839804, -0.03419936657284153] Predicted: 0.1262916820608218 Movie Vector: [0.9993480216484028, 0.5096352366174997] User Vector: [0.8393953760292254, 0.7258290185787288] Predicted: 1.2087561520428416 Movie Vector: [1.084716801363602, 0.29589019383321336] User Vector: [1.5559837176010713, -0.1534161339727177] Predicted: 1.6424073515117505 Movie Vector: [-1.1261601495601963, 0.8424617381304973] User Vector: [0.9943739547455124, -1.1229651656481794] Predicted: -2.065879506906937 Movie Vector: [0.7837096125145613, -0.7139255808125365] User Vector: [-0.696623631693095, -0.04025850666399687] Predicted: -0.5172090587099426 Movie Vector: [-0.3186807431498123, -0.25136407571290575] User Vector: [-0.07612731458895429, 0.2544401912491293] Predicted: -0.03969681431034486 Movie Vector: [0.44742789032352004, -0.9682841488696166] User Vector: [0.18705354288045742, 0.7279538365577389] Predicted: -0.621173188979139 Movie Vector: [-0.034375678938669524, -0.2878797475694066] User Vector: [0.8800747210131863, -0.8705971305985697] Predicted: 0.22037411613977748 Movie Vector: [0.3144209796393659, -0.5287205288029293] User Vector: [-0.3815349017810681, 0.33089558051314166] Predicted: -0.2949138638920732 Movie Vector: [-0.32386463397422677, 1.1397256303461107] User Vector: [-0.6574097898279728, -0.26354295302139163] Predicted: -0.08745487730187124 Movie Vector: [-0.8728050615034237, 0.37091031961667786] User Vector: [-0.6908618609341004, 0.42481424506671017] Predicted: 0.7605557164383685 Movie Vector: [-0.140266731681172, -0.11007160900720339] User Vector: [-0.4409844731838657, -1.0372543233066982] Predicted: 0.1760277030916905
avg loss: 14.622295899381355: 24%|██████████▋ | 16714/70000 [00:27<01:27, 607.29it/s]
Movie Vector: [1.7527833345890569, -0.5975404207479366] User Vector: [-0.8305358956102398, -0.10273290308833527] Predicted: -1.3943624144675641 Movie Vector: [1.00770985478766, -1.1938065638530915] User Vector: [0.2334857546971451, 1.3288875327144871] Predicted: -1.3511487632162473 Movie Vector: [1.25324280760307, 0.6081062173959362] User Vector: [-0.8382274572609791, -0.5766370847233977] Predicted: -1.4011591283490974 Movie Vector: [0.5043998062717248, -1.1085311582887312] User Vector: [-0.20594094030730636, 0.593399961592422] Predicted: -0.7616789171469582 Movie Vector: [-0.29623108605411974, -0.13062954986614247] User Vector: [0.2989509044487642, -0.09567057613279133] Predicted: -0.07606114680605776 Movie Vector: [0.3866123578651879, 0.7514445746546946] User Vector: [-0.5851760042273996, -1.1613949673180175] Predicted: -1.0989602219828747 Movie Vector: [0.7658849105007267, 0.10992429046236722] User Vector: [-0.8708486268398428, 0.11529940753806535] Predicted: -0.6542956170625606 Movie Vector: [1.0110415359726388, -0.0404020947281228] User Vector: [0.05783431677617999, 2.227036408355173] Predicted: -0.03150403946802689 Movie Vector: [0.220390570441988, -0.9175278196538619] User Vector: [0.6366390341321904, -0.5496346005477679] Predicted: 0.6446142765449445 Movie Vector: [-0.6185309803010144, 1.0991545457197016] User Vector: [0.11745772164470018, -1.9681351728636847] Predicted: -2.23593596155677 Movie Vector: [0.3233253232649821, 1.3084004438150263] User Vector: [-0.2012497686701636, 0.061148406435221805] Predicted: 0.01493745560614232 Movie Vector: [0.5291214317845606, 0.5562413449193379] User Vector: [0.43667545764306914, 1.0792682014549113] Predicted: 0.8313879392792337 Movie Vector: [-0.03492585571925981, -0.6912821574102176] User Vector: [0.9106887111486387, 0.29559377468740416] Predicted: -0.23614528481367456 Movie Vector: [1.3600020555951549, 1.5231366249506373] User Vector: [0.30691931378582066, -0.46428511792598215] Predicted: -0.2897587698820186 Movie Vector: [0.30924730675034207, -0.2969932837600672] User Vector: [-0.15695774412450864, -0.8200140604612732] Predicted: 0.19499990890170615 Movie Vector: [1.5216305987272438, 0.19350136846954183] User Vector: [0.2568201650953269, -0.3466609292459963] Predicted: 0.32370605737520863 Movie Vector: [-0.6322074146930184, -0.2791329896106179] User Vector: [0.28826641011625515, 1.98558824839598] Predicted: -0.7364873457929151 Movie Vector: [0.05149005963850439, -1.0403316738049035] User Vector: [-2.4083698424254383, -0.8152435715861253] Predicted: 0.7241166025688202 Movie Vector: [0.727056883685594, 0.41842700879183997] User Vector: [-0.3354687674609309, -0.25714147002610366] Predicted: -0.35149981278335074 Movie Vector: [1.3376895060704952, -0.3499407792072045] User Vector: [-1.11718764788189, -0.7163379866509116] Predicted: -1.2437743196588438 Movie Vector: [-0.056138594357893964, 0.1792798195415655] User Vector: [0.840241183411342, -0.7980657840822225] Predicted: -0.19024704871088494 Movie Vector: [0.6000252419000022, -1.6277762271649188] User Vector: [-0.8066089199401347, 1.4105189956146615] Predicted: -2.779995001331863 Movie Vector: [0.03288507127126611, -1.475537679049625] User Vector: [0.8035443912369424, 0.6482177505070744] Predicted: -0.9300451005265246 Movie Vector: [0.275309117883584, -0.47430082734489065] User Vector: [-0.013438917398315639, -0.08280826353835623] Predicted: 0.035576171412995475 Movie Vector: [-0.5706418085345457, 0.4661251987590577] User Vector: [-0.12830025784658006, -0.5101601802882356] Predicted: -0.16458502426278956 Movie Vector: [0.22591569857797728, 0.0560665872264797] User Vector: [-0.5539011528428096, 1.4399320262609603] Predicted: -0.04440289133706851 Movie Vector: [-1.1297802956628993, 0.3472090326594155] User Vector: [0.5530250115615581, 0.01508753381268123] Predicted: -0.6195582330506781 Movie Vector: [-0.020326661677789556, 0.09840166560662897] User Vector: [-0.23524214269843421, -0.42280536928997864] Predicted: -0.03682306511857039 Movie Vector: [-0.5189189377996003, 0.9021519867632981] User Vector: [0.09184791696283816, -0.15732918174652777] Predicted: -0.18959645739793593 Movie Vector: [0.27242721430016376, -0.4745534394185186] User Vector: [0.10136145269210838, -0.15539633844850326] Predicted: 0.10135748507811032 Movie Vector: [0.11217480709044064, -0.24515998259558516] User Vector: [-0.536517335425293, 0.15229186883739898] Predicted: -0.09751960051563535 Movie Vector: [-0.5497413567948823, -0.12404584098355986] User Vector: [0.9232299088925602, -0.4179774445878266] Predicted: -0.4556892991221554 Movie Vector: [1.1463901115953823, -0.7812246940273697] User Vector: [0.3765688332004471, -0.3333307513550299] Predicted: 0.6921010009532499 Movie Vector: [-0.7359062618248736, -0.01960842853406425] User Vector: [-1.3152786623259893, 0.4281997967923189] Predicted: 0.9595254785366361 Movie Vector: [-0.10928044018856381, 0.13763562576273441] User Vector: [-0.2210744948150105, -0.2259761267714947] Predicted: -0.0069432475077849595 Movie Vector: [0.27867476547677317, 0.5372215448675501] User Vector: [0.48846288869180937, -0.8057507484649575] Predicted: -0.2967443809182322 Movie Vector: [1.1422311162447834, 0.2406379879720697] User Vector: [0.8377418193143166, -0.4372673194257639] Predicted: 0.8516716454477713 Movie Vector: [-0.1534766007224786, 0.23269136997730128] User Vector: [-1.182447514811739, -0.14292982422943612] Predicted: 0.14821948849548602 Movie Vector: [0.06891061537128035, -0.8404088288770981] User Vector: [-0.26056024693763813, 0.04755149594187373] Predicted: -0.05791806397362959 Movie Vector: [-0.34407982364135486, 0.4756354109435862] User Vector: [-0.575346296427072, -1.078540507896313] Predicted: -0.31502700548523344 Movie Vector: [1.4341806159893924, 1.12145302801524] User Vector: [-0.3284551766501186, 0.2779093579653353] Predicted: -0.15940175656897526 Movie Vector: [-0.7826302408572378, 0.587994920698251] User Vector: [0.42744154107381116, -0.584664509290625] Predicted: -0.6783084380184086 Movie Vector: [0.24045982391442297, 1.0619119325991195] User Vector: [0.1962354537174277, -0.9603446506735164] Predicted: -0.9726147013112806 Movie Vector: [0.356046349537953, -0.22142735485945156] User Vector: [0.04806488412886834, -0.188766628351884] Predicted: 0.058911421736743096 Movie Vector: [0.3394771723062984, -0.2667622524780138] User Vector: [-0.3919074870845495, -0.24852082791272015] Predicted: -0.06674766967943195 Movie Vector: [0.5455027091428706, 0.7651896032565708] User Vector: [-0.23586149849194613, -0.2073523135738254] Predicted: -0.2873269209677412 Movie Vector: [-0.17116375384099505, 0.573201527593779] User Vector: [0.5559386949415044, -0.9993713322579288] Predicted: -0.6679977282153265 Movie Vector: [-0.2953025512073676, -0.010469516738364215] User Vector: [0.36918131290627654, 0.4809539397689229] Predicted: -0.11405553888210188 Movie Vector: [-0.09171086212470196, 0.6422424735144638] User Vector: [0.6070013232004435, 0.19354361465088613] Predicted: 0.0686333151447678 Movie Vector: [-0.08175416780119273, 0.6279554349267259] User Vector: [1.066163999656702, 0.05120282294392681] Predicted: -0.0550102595802951 Movie Vector: [-1.494949135603776, 0.5702553197705672] User Vector: [-0.73640466005581, 0.7004483921441838] Predicted: 1.500321931849987 Movie Vector: [0.5540947737621661, -0.38850895560352217] User Vector: [0.819255462387874, -2.3505255130835767] Predicted: 1.3671453822927613 Movie Vector: [0.6365383762191853, -1.1195693269643496] User Vector: [-1.3087981087620995, 1.0115583883139936] Predicted: -1.9656099669400073 Movie Vector: [-0.04534727087381722, -1.3339796412104865] User Vector: [0.11150252833775387, 0.383207628070992] Predicted: -0.5162475095589111 Movie Vector: [0.5642412035105586, 0.5271988513738559] User Vector: [-0.0703244718553193, -0.38628951075164486] Predicted: -0.2433313510019257 Movie Vector: [-1.5510495377390359, -0.28423883721154264] User Vector: [-1.2263688532564267, -0.11999511560350046] Predicted: 1.9362661150711358 Movie Vector: [-0.5563585726155, 0.6670953940080323] User Vector: [0.2139419572835678, 0.1224456326217291] Predicted: -0.03734552443849691 Movie Vector: [1.300468157030693, 0.1383035772138303] User Vector: [0.554368451337729, -0.21853120238170098] Predicted: 0.6907148712049072 Movie Vector: [-0.05299057133273379, 0.12184692061347814] User Vector: [0.6306530398147127, -0.10171897854573114] Predicted: -0.045812809196252725 Movie Vector: [0.8185093209975518, 0.49175490778085756] User Vector: [0.4656466011336192, 0.7757478823920579] Predicted: 0.7626139116855986 Movie Vector: [0.23205347376655777, -0.17263575948171767] User Vector: [-1.4705560623674598, 0.7020617907919665] Predicted: -0.4624486130973058 Movie Vector: [-0.07066594662995189, -0.08716739949975966] User Vector: [0.1402507075747912, 0.07637940352728459] Predicted: -0.01656874299710935 Movie Vector: [1.0576152801513672, 0.3152942657470703] User Vector: [-0.2634164912017178, -0.4680184282057659] Predicted: -0.4261568328160298 Movie Vector: [0.34189828541653405, 0.2128455334247534] User Vector: [-1.4014320429934257, -0.14473434611118138] Predicted: -0.50995327173016 Movie Vector: [1.0744404790854623, -0.8140082554097017] User Vector: [-0.1413881066690049, 1.1740218318837201] Predicted: -1.107576568251001 Movie Vector: [0.3809583125579513, -0.434481108582193] User Vector: [-0.17704888255887963, 0.4621618479130286] Predicted: -0.26824883556554924 Movie Vector: [-0.4638683328400352, 0.15198762972115168] User Vector: [0.16114785478128582, -0.07335514217395556] Predicted: -0.08590046092502074 Movie Vector: [-0.22845541796958452, -0.6408663686006357] User Vector: [0.4398156514638754, 0.48646379474482837] Predicted: -0.412236554078548 Movie Vector: [0.17351574290888164, 0.9143275844336579] User Vector: [0.5203852442916579, -0.44073014736236715] Predicted: -0.3126766987628363 Movie Vector: [0.7693327475678968, -0.5029790905734143] User Vector: [-0.6895983221345956, -1.2443544373436062] Predicted: 0.09535369136005967 Movie Vector: [-0.30266683233881103, -0.6724119409573528] User Vector: [0.013453158756648487, 1.2493747214557316] Predicted: -0.8441663063829264 Movie Vector: [-0.450324994852823, 0.06732652953158916] User Vector: [0.6183136991392547, -0.0581874100366382] Predicted: -0.28235966976251325 Movie Vector: [-0.6502555319925403, 0.7932137467261429] User Vector: [-0.0832351401842018, -0.544528881352117] Predicted: -0.37780368381695617 Movie Vector: [-0.7666582545915839, 0.32669497812766674] User Vector: [0.20272000019114259, 0.533653644447121] Predicted: 0.018925004183054928 Movie Vector: [-0.14112973671956935, -0.5442786684172354] User Vector: [-0.7858763988148878, -0.5642789857370829] Predicted: 0.41803554423167605 Movie Vector: [0.8181091456806908, 0.6831341126603433] User Vector: [-0.9458093215242066, 0.5877854654362018] Predicted: -0.3722389536435958 Movie Vector: [0.3951016032202175, 0.34516803614669106] User Vector: [0.10553030245812826, -0.5337451721665687] Predicted: -0.1425365811899911 Movie Vector: [0.2995288695036467, -1.2209131834159213] User Vector: [-0.3692848063994427, -1.5264536121826144] Predicted: 1.7530558784009098 Movie Vector: [0.41405715618732275, -0.04901311247009486] User Vector: [1.3277213564735764, 0.0742950738315695] Predicted: 0.5461110962609429 Movie Vector: [-0.23195573453968274, -0.7872015176245843] User Vector: [0.20349138772018277, -0.46552728120954523] Predicted: 0.31926278795266627 Movie Vector: [0.6411468625982867, -1.0587707982819317] User Vector: [0.2675243095277664, 0.096260755641565] Predicted: 0.06960429462865864 Movie Vector: [0.43813288724204597, 0.611894287645139] User Vector: [-0.15781818462420855, 0.23690297854074588] Predicted: 0.07581424240649859 Movie Vector: [0.6612010383475628, -0.5806714898953774] User Vector: [-0.4754784138578203, 0.7714136677802351] Predicted: -0.7623247447502498 Movie Vector: [-0.7116350763890865, -0.2222701410002053] User Vector: [-1.0919557977425118, 1.9095926548937199] Predicted: 0.3526286188838148 Movie Vector: [-0.5174894804477209, 0.6893413837163893] User Vector: [-0.7413372355262864, -0.8146607929286024] Predicted: -0.177945177407846 Movie Vector: [0.5566628587068935, -1.6430125821592156] User Vector: [0.6612911784590416, 0.44545379695715104] Predicted: -0.3637699553325351 Movie Vector: [0.8499504631472045, 0.1051188795879239] User Vector: [-0.03859558709941806, -1.2782020897690727] Predicted: -0.1671675086940565 Movie Vector: [0.023921558971265966, -0.1593189680407644] User Vector: [1.0071477831435534, 0.6014225945896308] Predicted: -0.07172548203917069 Movie Vector: [-1.2078034801553037, 0.34617078164461457] User Vector: [0.853718156808969, -0.47049156644757384] Predicted: -1.1939941941799999 Movie Vector: [0.35392904186493085, -1.1974271988851217] User Vector: [0.36843816805005597, 0.28888958471040294] Predicted: -0.21552327840243715 Movie Vector: [0.2538331067956287, 1.6163526802475945] User Vector: [1.0710387655652676, 0.003582097546559304] Predicted: 0.27765503033227634 Movie Vector: [-0.2615930089881956, 0.1455198400215681] User Vector: [-0.850904357130056, -0.6705858384212763] Predicted: 0.1250070872150243 Movie Vector: [-0.8544220408225673, -0.22276041194068888] User Vector: [0.514579746030419, -0.4678252162271776] Predicted: -0.33545533888626106 Movie Vector: [0.1386755803156809, -0.6349341395414131] User Vector: [0.5273523450586138, 0.25707918603112334] Predicted: -0.0900974592948397 Movie Vector: [-0.18909369755219724, -0.8852570067017177] User Vector: [-0.05172022027031449, 0.618057249625258] Predicted: -0.5373595430844242 Movie Vector: [0.7228972465646383, -1.1468574328767729] User Vector: [-0.40540511110560573, -0.6043133808112329] Predicted: 0.39999505400878055 Movie Vector: [0.7634574425262638, -0.31408498694292253] User Vector: [0.6257746442827516, -0.09050155895288338] Predicted: 0.5061774904839226 Movie Vector: [0.287869442581501, -0.975784886759983] User Vector: [0.4400750490382085, -0.32335693493138734] Predicted: 0.44221096919573477 Movie Vector: [0.5116293010936719, -0.23992128854066813] User Vector: [1.8226079881725312, 0.5054859753957183] Predicted: 0.8112228046002783 Movie Vector: [0.6943359314795495, -0.7234052805600834] User Vector: [-1.0098988261263648, 0.2315549180838473] Predicted: -0.8687170926200658 Movie Vector: [-1.0013551380189367, 0.8789571016251027] User Vector: [-0.9242538404496109, -0.47263602240081054] Predicted: 0.5100795435949188 Movie Vector: [1.3200749541008165, -0.8873199550170942] User Vector: [0.5988028098420949, -0.48477541983942984] Predicted: 1.2206154954430593 Movie Vector: [-0.08392728547818376, -0.4150766129180931] User Vector: [1.1249797028407835, 0.347065970241487] Predicted: -0.23847546006444892 Movie Vector: [-0.7199256122050839, 0.07066751483837878] User Vector: [0.3012225987621141, 0.47854456371598664] Predicted: -0.18304030876659633 Movie Vector: [-1.0182457972064873, -0.5408408899813607] User Vector: [-0.8386291560900996, -0.6850594199927531] Predicted: 1.2244387600025626 Movie Vector: [-0.07482127142409067, 0.1710739848514168] User Vector: [0.6817485228415443, 0.30767081523124407] Predicted: 0.0016251811135928398 Movie Vector: [0.3440842342080262, -0.8935341282824314] User Vector: [-1.7814841396839942, 0.8605746615030994] Predicted: -1.3819334359450317 Movie Vector: [1.2193900340781207, -0.8458426784824923] User Vector: [-0.5053552198609974, 0.2431031119033596] Predicted: -0.8218521060876245 Movie Vector: [0.010878147581429937, 0.8312746807627166] User Vector: [-0.21059060614261796, 0.9499828297012196] Predicted: 0.7874058377970614 Movie Vector: [-0.4279695323062932, -0.09599580748928882] User Vector: [0.6217219015814004, 0.8695168756211501] Predicted: -0.349548006045187 Movie Vector: [-1.160465565634336, 0.5009730739992401] User Vector: [0.04071787890811645, -0.06843848600521354] Predicted: -0.08153753509242356 Movie Vector: [-0.6545454741469072, 1.8053270382426216] User Vector: [0.05192348653933126, 0.11291811561696175] Predicted: 0.16986784411446035 Movie Vector: [0.9406442812015917, 0.2744555179924856] User Vector: [0.12723142892541214, -0.23800077618238266] Predicted: 0.05435888969804625 Movie Vector: [-0.20198140303998868, -0.7312487722793957] User Vector: [0.5415279135756217, -0.6490813068482348] Predicted: 0.3652613409729556 Movie Vector: [-0.5339236995567708, 0.008026027725520753] User Vector: [0.38446142890319923, 0.14136267350791143] Predicted: -0.2041384877199503 Movie Vector: [1.2775258133173344, -0.18483595273054718] User Vector: [-0.24383901132045693, -0.5237848245503928] Predicted: -0.21469636418408714 Movie Vector: [-0.18138788863367883, 0.287439343023387] User Vector: [0.42614501930839316, 0.37103459260167937] Predicted: 0.029352394232269013 Movie Vector: [0.2819739614684602, -0.1141503221475182] User Vector: [-1.334557492668816, -0.870480164165457] Predicted: -0.2769448718527301 Movie Vector: [0.37352071808109877, -0.7046537821243786] User Vector: [-0.09883881085081456, 0.3974678645888631] Predicted: -0.3169955776587209 Movie Vector: [0.18288792706966578, 0.5385127417714247] User Vector: [-0.3501561516237569, 0.3730838654459268] Predicted: 0.13687108257080688 Movie Vector: [0.6204182489044883, -0.03746580057017493] User Vector: [1.4074346884781943, -1.4702790652653333] Predicted: 0.9282833471148094 Movie Vector: [0.23307903607802452, -0.781422014656045] User Vector: [-0.10564414526240852, 0.15618850742338106] Predicted: -0.14667257368194803 Movie Vector: [0.3200531620431564, -0.3248035334633568] User Vector: [0.7897546554698635, 0.3556464207343909] Predicted: 0.1372482606033076 Movie Vector: [0.1360053656947591, 0.20006837856166637] User Vector: [-0.4231062201751524, -1.4048193222952738] Predicted: -0.33860464018636327 Movie Vector: [0.19135189401215352, -0.8326245854711509] User Vector: [-0.17971306204819656, -0.12859156851102327]
avg loss: 14.627248121503058: 24%|██████████▊ | 16841/70000 [00:27<01:25, 620.00it/s]
Predicted: 0.07268006662492978 Movie Vector: [-0.7506647607519894, 0.4836212566352362] User Vector: [-0.7575276141614709, 0.41242244483544144] Predicted: 0.7681055462834384 Movie Vector: [0.26324420507280005, 0.30244008388439403] User Vector: [-0.5351895071658272, 0.267485875370649] Predicted: -0.059987085792182177 Movie Vector: [-0.5946860884942072, 0.37051795365289614] User Vector: [1.3051908878169909, 0.12917214776034724] Predicted: -0.7283182639570545 Movie Vector: [-0.32909392115352437, -0.21656012896814356] User Vector: [0.709933422757077, 0.238325862858982] Predicted: -0.2852466534502544 Movie Vector: [-0.7439984986353849, -1.125581857104289] User Vector: [1.0098901177861452, 0.8127758340775018] Predicted: -1.6662024641500461 Movie Vector: [0.03739052377810863, -0.22393226540305017] User Vector: [0.24114172782142657, 0.2526716508560574] Predicted: -0.04756491967132423 Movie Vector: [0.940448232286635, 0.6985253896880204] User Vector: [0.5990305945318285, 0.2493618719134046] Predicted: 0.7375428624647153 Movie Vector: [0.15173251191568993, 0.39804038634848865] User Vector: [-1.06131135417457, 0.024315238067851644] Predicted: -0.1513569909388668 Movie Vector: [-0.28339826528066697, 1.0564313773648575] User Vector: [-0.15450639243480827, -0.23827270308407678] Predicted: -0.2079319163167603 Movie Vector: [0.5733526827899987, 0.21553958783373914] User Vector: [0.793921799949494, -0.5222326843473133] Predicted: 0.34263537638897995 Movie Vector: [0.4147739444462753, 0.24567038561368082] User Vector: [-2.3492943042209187, 0.7303208398358523] Predicted: -0.7950078628826973 Movie Vector: [-0.36258873048268164, 0.5659429863315268] User Vector: [-0.8858069955578254, 0.7866981647542994] Predicted: 0.7664099426745701 Movie Vector: [-0.4784896547941061, 0.028408578956636732] User Vector: [-0.36059462118469954, -1.1020529841847577] Predicted: 0.14123303659566852 Movie Vector: [-0.40134222599976205, -0.559790919299142] User Vector: [-0.0831286484212071, 0.08070293309337694] Predicted: -0.011813732304759766 Movie Vector: [2.5514685046340486, 1.3973580459023343] User Vector: [-0.8667007316208379, 0.48275802340128987] Predicted: -1.5367738114501555 Movie Vector: [0.09229922203807298, -0.19593146015906154] User Vector: [1.6222508775861024, -0.13533970813686969] Predicted: 0.1762498005845365 Movie Vector: [-0.26559874500197, 0.06884390072448555] User Vector: [1.4670927367204845, -0.6531185517849383] Predicted: -0.43462121841486834 Movie Vector: [-1.6138097984337814, 0.9305375587397793] User Vector: [-0.465121397509566, -1.0561953085650833] Predicted: -0.23221193522240902 Movie Vector: [1.407960912720267, -0.2644181112907373] User Vector: [-1.074795566989448, -0.20299183917640568] Predicted: -1.4595954287637019 Movie Vector: [0.12066408569277123, 1.0365971322938712] User Vector: [0.16570609527958402, 0.49184679155500516] Predicted: 0.52984174813449 Movie Vector: [0.7171691161963853, 0.3636417884788997] User Vector: [0.8495246570647315, 0.8231816756772757] Predicted: 0.9085961042804929 Movie Vector: [-0.4381903349521331, -0.16515551238037662] User Vector: [-0.12055838503936528, 0.4057527386713372] Predicted: -0.014184782333318047 Movie Vector: [-1.4138317108154297, -0.7481288909912109] User Vector: [0.04757893203450432, 0.912680092695659] Predicted: -0.7500709484552733 Movie Vector: [1.883396542006959, 0.3344076353753829] User Vector: [-0.15449058750304254, 0.5269006089809175] Predicted: -0.11476745154869594 Movie Vector: [0.5489994515133487, 0.671624345048802] User Vector: [-0.8481156523980748, 0.10980137103441112] Predicted: -0.39186975407998215 Movie Vector: [1.1045946814428946, -1.1073530627907415] User Vector: [-0.17012302919059696, -0.5845101930901894] Predicted: 0.45934215931594113 Movie Vector: [-0.08496708270694533, 0.22185749591234244] User Vector: [0.7787203704577389, 0.08286554613430205] Predicted: -0.04778125555950087 Movie Vector: [-0.3223663046944357, 1.242889662061851] User Vector: [0.1306581167138715, 0.06454681315401532] Predicted: 0.0381047925247785 Movie Vector: [0.09191937131240632, 0.24068041768522183] User Vector: [0.9651763824253069, 0.3703940449022263] Predicted: 0.1778649997133035 Movie Vector: [-0.24041587754617325, -0.427431888702551] User Vector: [1.026309715564682, 1.1974024570425348] Predicted: -0.7585491446524123 Movie Vector: [-0.8637977153368844, -0.14227090096783201] User Vector: [0.1447792095887603, -1.4450610166639417] Predicted: 0.08053018232321918 Movie Vector: [0.19715946933962533, 0.10851963144008533] User Vector: [0.699504739923215, 0.7312819892356301] Predicted: 0.21727243527443674 Movie Vector: [0.9500620869628574, 0.07041433788080259] User Vector: [-0.19309831226509902, -0.17520614275715013] Predicted: -0.19579241007447962 Movie Vector: [0.0030753480054269353, 1.048208412122006] User Vector: [-0.5230281149880447, 0.12257558993699497] Predicted: 0.12687627102256496 Movie Vector: [1.0698335104560104, -1.226785798395404] User Vector: [0.4383479978548589, -0.5259051273320644] Predicted: 1.1141323188607306 Movie Vector: [0.507371334719616, -0.19991771432416838] User Vector: [-0.25360909907357015, -0.1559240845012431] Predicted: -0.09750200051241963 Movie Vector: [-0.30033960425650824, -0.45628575158535223] User Vector: [-0.2219480245098734, 0.6112848897733634] Predicted: -0.21226080351619914 Movie Vector: [-0.7325615638062531, -1.2390951671075898] User Vector: [0.7477162745294568, -0.4040796283177221] Predicted: -0.047055088777563925 Movie Vector: [0.0375679857771129, -0.0011153390119718887] User Vector: [0.7455530394305911, 0.1967515607526286] Predicted: 0.027789481290037978 Movie Vector: [0.15491357729418653, -0.47513053366145797] User Vector: [0.7241935889722269, 0.7448711148731284] Predicted: -0.24172359079747124 Movie Vector: [-0.02922267699854776, 0.5209572328525232] User Vector: [-1.1871590837610486, -0.7738384131717161] Predicted: -0.3684447519502837 Movie Vector: [-1.3950741429025237, -1.1590391139739367] User Vector: [0.42706663906333847, -0.9733799314295247] Predicted: 0.5323957878305392 Movie Vector: [-0.6681624557107296, 0.3496840760720392] User Vector: [0.08321487910230317, -0.11283326296568441] Predicted: -0.09505705328301517 Movie Vector: [-0.2617142363491337, -0.8013396650049828] User Vector: [-0.4884165661941465, 0.36986188131811915] Predicted: -0.1685594274318071 Movie Vector: [1.97405517827266, -0.7458146355938854] User Vector: [-0.18572575535007965, -0.5076125106874448] Predicted: 0.011951950593828031 Movie Vector: [-1.720126589240474, -0.30078232678806066] User Vector: [2.055953600853902, 0.2999775325467101] Predicted: -3.626728395297034 Movie Vector: [0.2880128708504461, 1.3008181788634223] User Vector: [-0.40699759309853833, -1.1316389272177534] Predicted: -1.5892770336518867 Movie Vector: [-0.08808351913328713, 1.0695721812910333] User Vector: [-0.0767021798263623, 0.35570669842113967] Predicted: 0.3872101872544303 Movie Vector: [-0.35251563057368807, 0.09394169988055888] User Vector: [0.7045042511602267, -0.5558251718738009] Predicted: -0.3005639218218199 Movie Vector: [0.3755073431894871, -0.1883434808450657] User Vector: [-0.23729915335819357, 0.3526124344660509] Predicted: -0.15551982791523855 Movie Vector: [-1.347651728218185, -1.267125352821589] User Vector: [-0.7857117817850773, -0.14756928908366196] Predicted: 1.2458546280998148 Movie Vector: [-0.47728843612053246, -0.9057958114834538] User Vector: [0.48265306646933687, 0.4133843991581674] Predicted: -0.6048065845740014 Movie Vector: [1.7647062527759492, 0.9922838274258671] User Vector: [0.2593153596159036, 1.6004199897097227] Predicted: 2.0456863094330595 Movie Vector: [0.13256510095460042, -0.31466641701971393] User Vector: [0.5466357926866013, 0.16878880931738194] Predicted: 0.01935265918197305 Movie Vector: [0.8962427741484648, -0.3095525730229183] User Vector: [0.3365754351530582, -0.17691964400940421] Predicted: 0.3564192327332134 Movie Vector: [0.3670316580488622, 0.39188262075451785] User Vector: [0.753958856462738, 0.19650200423610215] Predicted: 0.3537324895917019 Movie Vector: [-0.645596152452108, 1.8247891469949153] User Vector: [-0.2228560866323231, 0.9195453950803836] Predicted: 1.821851489192197 Movie Vector: [-0.1951625426277457, -1.1238246427294947] User Vector: [-0.5634108097484037, 1.0820310464752991] Predicted: -1.1060564680528686 Movie Vector: [0.7945230136323369, 0.24060268931370957] User Vector: [0.16329602497462914, 0.3289911839005681] Predicted: 0.20889861348400157 Movie Vector: [-0.8608359790155413, 0.5436020181775711] User Vector: [-0.351995197948179, -1.2267488543932665] Predicted: -0.3638530222107131 Movie Vector: [-1.2637647589641132, -0.31460897106792085] User Vector: [0.4432750656320822, -1.1197441199802831] Predicted: -0.2079138610269784 Movie Vector: [1.0664800501254392, -1.224699070900549] User Vector: [0.7328497819279727, 0.7183219792171253] Predicted: -0.09815858838969527 Movie Vector: [-1.6500937288335547, 0.5029905569319304] User Vector: [-0.7421296624411613, -0.07385269414960872] Predicted: 1.187436294214288 Movie Vector: [-0.008551536839170107, -0.36132302172284336] User Vector: [0.6612814611157574, 0.20631045810563128] Predicted: -0.08019969091154242 Movie Vector: [-0.4308686316852878, -0.5499775456679837] User Vector: [0.8536659745416086, 0.5764271564924839] Predicted: -0.6848398831511417 Movie Vector: [0.6641234367809916, 0.5202120723848546] User Vector: [0.18454865154976, 0.6537188157170417] Predicted: 0.4626355046016594 Movie Vector: [0.4956563633451786, -0.6993206719079922] User Vector: [1.2582538973455024, 0.42919720306614084] Predicted: 0.32351507449392486 Movie Vector: [-0.30074997677862847, -0.007332936091020224] User Vector: [0.13945870429707036, -0.9143541490999492] Predicted: -0.035237301539012424 Movie Vector: [0.03641942170331596, 0.40158104398360034] User Vector: [0.8108400110395041, 0.3208667217712346] Predicted: 0.15838431740445688 Movie Vector: [0.08131217969706078, -0.17791054444403132] User Vector: [0.2405085779929114, -0.5974235114264258] Predicted: 0.12584421889398456 Movie Vector: [0.46953904007181113, -1.00808305266562] User Vector: [0.27900050241070273, 0.6038693869844493] Predicted: -0.47774886696112573 Movie Vector: [1.0840851620475558, -0.19793319482858834] User Vector: [0.28733505263228976, 1.5410455825898273] Predicted: 0.006471591556331091 Movie Vector: [-0.6876468658447266, -0.3577136993408203] User Vector: [1.0475669325917705, 0.1940472754190481] Predicted: -0.7897694866964596 Movie Vector: [-0.46956842617405203, -0.10314692396930064] User Vector: [0.5836488156584551, -0.049579972693141766] Predicted: -0.26894903413331067 Movie Vector: [0.5544486140550022, -1.0338925703128852] User Vector: [0.08346631729213017, 0.36481222263241864] Predicted: -0.33089886259609114 Movie Vector: [0.14138186531082447, 0.36334646225972256] User Vector: [0.8453875213470361, 0.2991878271112411] Predicted: 0.22823130321058135 Movie Vector: [-1.1396403917932618, -0.12474168216839898] User Vector: [0.30950833917669424, 0.022182819407441594] Predicted: -0.3554953271307317 Movie Vector: [-0.289089367045324, -0.19791847887073805] User Vector: [1.3104554602820717, 0.6143766474678709] Predicted: -0.5004352310745775 Movie Vector: [1.407338105169018, 1.4318890892611955] User Vector: [-0.9913911181413445, -0.4137050949301913] Predicted: -1.9876023092887418 Movie Vector: [-0.15028575266411925, 0.22353193927818343] User Vector: [1.0104544039453496, 0.5794003085639957] Predicted: -0.022342426038013036 Movie Vector: [-0.2678038964427657, -0.6352338955693608] User Vector: [1.7387676239013672, -0.9612178802490234] Predicted: 0.14494943387219505 Movie Vector: [0.14217089800062166, 0.38469685214323535] User Vector: [0.5186969414625254, 0.8464078374967141] Predicted: 0.3993540406722521 Movie Vector: [0.572070597908915, 0.9358167705374446] User Vector: [0.3201503061672998, 0.7599364461462901] Predicted: 0.8943098479161733 Movie Vector: [0.24101917917270277, -0.8170066253459953] User Vector: [0.12544806254915009, -0.9146957589036543] Predicted: 0.7775478842645708 Movie Vector: [-1.0644724639473595, -0.2546028571623469] User Vector: [-0.18397771434489463, 0.32586796299411785] Predicted: 0.11287229646413711 Movie Vector: [-0.9704168673418769, 1.751372558915012] User Vector: [-2.2597963095986744, 0.7833304542171283] Predicted: 3.5648479176697903 Movie Vector: [-0.6632244299410831, 0.16074721881880816] User Vector: [0.8757463915103112, 0.3772090644727466] Predicted: -0.5201810932551483 Movie Vector: [0.8177490884096128, -0.6889980462683358] User Vector: [0.6983807505588431, 1.296652159015117] Predicted: -0.32229058211871997 Movie Vector: [0.7216881316440701, -0.607756842927446] User Vector: [-0.038755226851991204, -0.35679278204600545] Predicted: 0.188874067537325 Movie Vector: [0.4864844865690409, 0.703607165892247] User Vector: [-0.7999692902828671, -0.10949511378695864] Predicted: -0.46621419614495174 Movie Vector: [1.5043277883439414, 0.35567017443153753] User Vector: [0.23536709433741695, -0.20970490490715593] Predicted: 0.2794834803660691 Movie Vector: [-0.2668419742921613, -0.5722603753689391] User Vector: [0.5417327595864225, 0.9087399099773181] Predicted: -0.6645928811031377 Movie Vector: [-0.6684812654269742, 1.33738606325394] User Vector: [-1.019532393284097, -0.15096648220623746] Predicted: 0.47963783508524876 Movie Vector: [-1.139400711328319, 0.013601906208155677] User Vector: [-1.3828505713107444, 0.4263993243449827] Predicted: 1.581420768229196 Movie Vector: [0.3714733644959705, -0.30715303513219044] User Vector: [-0.066618172239913, -0.4272631398106961] Predicted: 0.1064882936144322 Movie Vector: [-0.25570586391268146, -0.2674177106024917] User Vector: [-1.1254307202484524, 0.06089726615711813] Predicted: 0.2714942270973147 Movie Vector: [0.28689687671385466, -0.2627769867480493] User Vector: [0.31073405936575604, 0.4425076542518934] Predicted: -0.027132196876607256 Movie Vector: [-0.03895546612654485, 0.6590636395376069] User Vector: [0.01860002579892754, -1.8100627456746197] Predicted: -1.1936711136307117 Movie Vector: [0.9059903806044178, -0.31467636663354454] User Vector: [0.26267918638952537, -0.4608775373349683] Predicted: 0.3830120849654885 Movie Vector: [0.570715402093153, -0.96279415251019] User Vector: [0.06995707564308035, 2.1313942600251132] Predicted: -2.0121683496910605 Movie Vector: [0.2558473277367529, 0.03995095831330399] User Vector: [0.8863696348726526, 0.37314956869739385] Predicted: 0.2416829853328265 Movie Vector: [-0.9367223070387112, 0.25270359848787427] User Vector: [0.6362835310376705, -0.5376450690370583] Predicted: -0.7318858207792703 Movie Vector: [-0.17838584770557483, 0.1462992958538387] User Vector: [0.28891325869605927, -0.2962973506799786] Predicted: -0.09488613033371535 Movie Vector: [0.7025814056396484, -1.1360454559326172] User Vector: [-1.1479911231388316, -0.7571505041281131] Predicted: 0.05360017271511419 Movie Vector: [-0.21218471997994315, -0.8675633859857893] User Vector: [0.11826168881425705, 0.4098531262103597] Predicted: -0.380666889257329 Movie Vector: [0.3432176404776341, 0.698265906163465] User Vector: [0.01525612657458203, -0.42556978708894583] Predicted: -0.2919247012516994 Movie Vector: [0.07356146887711047, 0.27481824834443436] User Vector: [-0.012413128709274308, -0.37897631216285976] Predicted: -0.10506273425384552 Movie Vector: [1.6047050682200057, 0.2373410460008975] User Vector: [-0.9868215514114502, -0.49155256260261426] Predicted: -1.7002231443512092 Movie Vector: [-0.4211786749165385, -2.327099225228816] User Vector: [0.6230182353191317, -1.773393236240428] Predicted: 3.8644600312805713 Movie Vector: [1.0296607413730055, 0.5729950085530101] User Vector: [-0.8595465265742259, -0.25226947494154706] Predicted: -1.0295904637488045 Movie Vector: [0.10159595408035588, -0.22829545719091343] User Vector: [-0.052423140204187285, 0.6233173414274119] Predicted: -0.14762649638112835 Movie Vector: [1.2814112846415275, 1.4524496937273705] User Vector: [-0.7149096432051152, 0.2727603656821697] Predicted: -0.5199225747060496 Movie Vector: [0.2923762005632978, -0.5164802578681927] User Vector: [0.37635840303734736, 0.5087865964919357] Predicted: -0.15273999262590512 Movie Vector: [0.6168135422961832, 1.0420224917027197] User Vector: [0.41676353672552624, 0.17879052570664528] Predicted: 0.44336914247723497 Movie Vector: [-0.9161871492713782, -0.6009742565690264] User Vector: [-0.6578080331286725, -0.35674164232229993] Predicted: 0.8170678099218286 Movie Vector: [0.5974377814418007, 0.06138345305804549] User Vector: [-0.2638532779302226, -0.7954180963314063] Predicted: -0.20646142637045783 Movie Vector: [-0.3710169994768692, -0.002044980462649615] User Vector: [1.6607437531318552, -0.22056454232080835] Predicted: -0.615713114007136 Movie Vector: [-0.09017887464756721, -1.3920763963156262] User Vector: [-0.2310132549202059, 1.1931703286266402] Predicted: -1.640151735907929 Movie Vector: [0.4778826192793051, 0.07005600608914936] User Vector: [-0.0015330570425157453, -0.4810788170179529] Predicted: -0.03443508184935249 Movie Vector: [0.2552014140131236, -1.2918919362569736] User Vector: [-0.17258229184654478, -0.762535139203588] Predicted: 0.9410697525368403 Movie Vector: [-0.656866465207717, 0.5361790178196205] User Vector: [1.201808229774365, -0.06650808202219104] Predicted: -0.8250877618451561 Movie Vector: [-0.4653929258362511, -0.07360214803676171] User Vector: [-0.14643124865084242, 0.006984415324203408] Predicted: 0.06763399927282891 Movie Vector: [0.4573313396532347, -0.2629837110997678] User Vector: [1.4379942814130073, -0.6455761548191357] Predicted: 0.8274158641241557 Movie Vector: [-0.6258648278818986, -0.928291792573967] User Vector: [0.4665845767033705, -0.380441317084676] Predicted: 0.061141676414931345
avg loss: 14.627114814658082: 24%|██████████▉ | 16972/70000 [00:27<01:27, 605.05it/s]
Movie Vector: [0.9230966309945272, -0.1534077523066391] User Vector: [0.17893741793473075, 0.24438286380933782] Predicted: 0.12768630181515964 Movie Vector: [0.5443033096767804, 0.1392614525235249] User Vector: [0.9856470454736408, 1.1251088878569286] Predicted: 0.6931752469945264 Movie Vector: [-0.585155965323, -0.9614847742159051] User Vector: [-1.0931992203354075, 0.24157729931791982] Predicted: 0.407419149975338 Movie Vector: [-1.1481126571716507, 0.14205239204687492] User Vector: [-0.07131196325478131, -0.10612181065390112] Predicted: 0.0667993105688419 Movie Vector: [1.5525602800757272, 0.15175187394068346] User Vector: [-0.9771609599377171, -1.926758883332638] Predicted: -1.8094905648175552 Movie Vector: [0.19322022724467514, -1.5213136649554344] User Vector: [-0.0021345448033462666, -0.34057655658963476] Predicted: 0.5177113322713127 Movie Vector: [0.20588488443862768, -0.2920269208153876] User Vector: [-0.016149107369654067, 1.389470633494094] Predicted: -0.4090876877672745 Movie Vector: [1.0995206840378062, 1.2755414979455761] User Vector: [0.7666425598846524, -0.12474004327304186] Predicted: 0.683828250206576 Movie Vector: [-0.8417216401665204, 0.005222901486783671] User Vector: [1.421891786619255, -0.04488845197254099] Predicted: -1.1970715347350103 Movie Vector: [-1.11884603109924, -0.4796419158781368] User Vector: [0.264069483830028, -0.27592226590727503] Predicted: -0.16310920966444967 Movie Vector: [-0.5797389892877503, 1.2820698049000334] User Vector: [0.30457545132670355, -0.705723473352519] Predicted: -1.0813610201084414 Movie Vector: [1.0237934664966697, -0.5512101518433232] User Vector: [-0.11988097685380765, 0.2898859008455278] Predicted: -0.28252141228246863 Movie Vector: [-0.5257020442396374, -0.681722605812748] User Vector: [-0.3752927452866306, -0.20684450932442666] Predicted: 0.33830274128019466 Movie Vector: [1.0472957310023068, 1.231757181678256] User Vector: [0.5793071532317546, -0.6111042634239096] Predicted: -0.14602615670788555 Movie Vector: [0.9432247315059352, -0.8287797742280916] User Vector: [1.3510262205630472, -0.05307068186015397] Predicted: 1.3183052518782479 Movie Vector: [-0.4924246584475685, -0.014179722306619444] User Vector: [1.0289515929694089, 0.15543248191752274] Predicted: -0.5088851261580617 Movie Vector: [0.3667335277872644, -0.2633994232682557] User Vector: [1.3874635018086534, -1.2896223324136404] Predicted: 0.8485151632859746 Movie Vector: [0.8260897159249675, 0.17495095685216105] User Vector: [1.0206470994464367, -0.09100519069157237] Predicted: 0.827224627251345 Movie Vector: [-0.04691324227119878, -0.3467653089263913] User Vector: [0.36060873116878706, -1.3662410632705675] Predicted: 0.45684767960250877 Movie Vector: [0.10229822189686837, 0.02879564370232024] User Vector: [0.20536785750253497, 0.17516810954582446] Predicted: 0.026052845127769328 Movie Vector: [0.018075618519046932, -0.27451180352643945] User Vector: [-1.1717583059773644, 1.0255467145718105] Predicted: -0.3027049343530938 Movie Vector: [-0.30109688921786804, 0.1527352403729368] User Vector: [-0.49377556918456084, 0.051637941862371896] Predicted: 0.15656122131596656 Movie Vector: [-0.36733266025954764, -0.04163676115197232] User Vector: [0.8154970610333482, 0.3722179764299946] Predicted: -0.3150566558443086 Movie Vector: [2.20519051071251, 0.39917552583373395] User Vector: [-0.30904762839976385, 0.46634026156399394] Predicted: -0.49535727837811694 Movie Vector: [0.22621488008829332, 0.5218395253444] User Vector: [-0.20090669053999505, 1.572576654760965] Predicted: 0.7751845721787056 Movie Vector: [0.8343364924225103, -0.2357131230188433] User Vector: [1.4707791457963835, 0.021903167709867964] Predicted: 1.2219618495670321 Movie Vector: [0.5740164550466965, 0.5428410879688337] User Vector: [0.17723166250557867, -0.5336729959409443] Predicted: -0.18796573910268435 Movie Vector: [0.03261196017136567, 0.32840652920402486] User Vector: [0.42046004739897835, 0.5315088191682644] Predicted: 0.1882629928638054 Movie Vector: [-0.4088679970396394, -0.5524847521925883] User Vector: [1.0302525644656557, -0.6212985668554731] Predicted: -0.07797931773126826 Movie Vector: [-0.5017572346367194, 0.2425656024652382] User Vector: [0.030337112230265695, 0.19914449224918512] Predicted: 0.03308373820053563 Movie Vector: [1.1393329315037088, -0.32935050881487926] User Vector: [1.4511616376688132, -0.25647441061064796] Predicted: 1.737826220363545 Movie Vector: [0.5246709123023958, 0.43296766026507205] User Vector: [0.22826502524139372, 0.18161336999878863] Predicted: 0.19839673492136178 Movie Vector: [0.13458873497515017, 0.660065295706507] User Vector: [-0.9199872557540554, -0.7282727454493011] Predicted: -0.6045274860251808 Movie Vector: [1.0189311593943475, 0.2634050493305755] User Vector: [0.3936373467096129, -1.0691097670523146] Predicted: 0.11948044713352557 Movie Vector: [-0.494976549313455, 0.28707663323025057] User Vector: [1.3608895338380609, 0.5010529683723395] Predicted: -0.5297678062256054 Movie Vector: [0.43351971103590214, 0.14697762182819935] User Vector: [0.5618855024122997, -0.4775121290420411] Predicted: 0.17340484352032343 Movie Vector: [1.2697360351678009, -0.05294982407721753] User Vector: [-0.580167060155662, -0.09679783917093679] Predicted: -0.7315335941418535 Movie Vector: [-0.7535340636164831, -0.0017377924039328127] User Vector: [-0.5597780929933394, -1.095537794629594] Predicted: 0.42371567839448515 Movie Vector: [-0.4454684191540341, -0.06828963175024687] User Vector: [1.5726840150593961, 1.223655127251043] Predicted: -0.7841440200466036 Movie Vector: [0.38617102310755685, 1.1417355917703995] User Vector: [0.8378773392200665, 0.09931814999386902] Predicted: 0.4369590160820419 Movie Vector: [0.4444392067796773, -0.22530948264419406] User Vector: [-0.44824658273937923, -1.1182447051655597] Predicted: 0.0527327803160709 Movie Vector: [1.1486518707103006, 0.14835327546301336] User Vector: [0.26086327828979794, -0.6749370637672445] Predicted: 0.19951196846593874 Movie Vector: [-0.4713601799112817, -1.472041221581982] User Vector: [0.836304924309597, -0.32947578193686805] Predicted: 0.0908010929407635 Movie Vector: [-0.3160165848811677, 0.33401333829030755] User Vector: [0.8539438726302359, 0.29575080041583] Predicted: -0.1710757141598841 Movie Vector: [-0.17438934973404235, -0.8744039033577645] User Vector: [-0.1520158358019555, 0.07047030952985078] Predicted: -0.035109570968951426 Movie Vector: [0.8253662418436974, 0.0824352256496427] User Vector: [0.7458069601817644, -0.13988263283058444] Predicted: 0.6040326314642396 Movie Vector: [-0.3208733106906192, 0.4836162690096553] User Vector: [-0.35335634845799724, -0.6868873712339663] Predicted: -0.21880728632275515 Movie Vector: [-0.37986142532281003, -1.534256874877827] User Vector: [0.9153847471603549, -0.09455986441529159] Predicted: -0.20264023270841616 Movie Vector: [0.5148400625050983, 0.5984151996758728] User Vector: [-1.0814000628912857, -0.13829581759770465] Predicted: -0.6395063952740352 Movie Vector: [-0.017668871382447663, -1.23885557563091] User Vector: [-0.21943091395707892, 0.3684873271110106] Predicted: -0.45262548314476597 Movie Vector: [0.06816221723588849, 0.6074812820236679] User Vector: [-0.32978192711217935, -0.2973392925007731] Predicted: -0.20310672196067037 Movie Vector: [-0.8566769287844005, 0.019709456361209] User Vector: [-0.6702748192549678, 0.5181801417498277] Predicted: 0.5844220224919283 Movie Vector: [0.6095646421697078, -1.309156532134518] User Vector: [-0.06085629790061025, -0.7202847792861139] Predicted: 0.905869676345927 Movie Vector: [-0.8179888167259524, -0.982068858376579] User Vector: [0.6965530746684496, -0.46759129588419057] Predicted: -0.11056577519905686 Movie Vector: [0.625935043803639, -0.5043225633828908] User Vector: [0.8926545236975771, 0.3302508716459681] Predicted: 0.39219078224423076 Movie Vector: [0.4404009447601966, -1.1296252329575913] User Vector: [0.5122816853849439, -0.8531706092284296] Predicted: 1.18937238642911 Movie Vector: [-0.5731714707273272, -0.003255100493768542] User Vector: [-0.29749128374002903, 0.9417131303522712] Predicted: 0.16744814575423506 Movie Vector: [-0.5340249508479211, -0.020353091962843024] User Vector: [-0.4715403431090722, 0.7501888453703162] Predicted: 0.2365456459923131 Movie Vector: [0.02592558561663824, 0.32333174723996355] User Vector: [-0.7396822235129901, 0.44866195846677714] Predicted: 0.12588996013637566 Movie Vector: [1.372702649247322, 1.1734701782411987] User Vector: [0.04088208903021465, -1.0433369640625627] Predicted: -1.1682058612655861 Movie Vector: [1.1200999203704496, -0.07791582709440294] User Vector: [0.6947781662346988, 0.3204791408276221] Predicted: 0.7532505713505253 Movie Vector: [0.7235438145614579, 0.29690394502419554] User Vector: [0.35101770092210755, -1.4371344060752704] Predicted: -0.17271418838997732 Movie Vector: [-0.9457982517998512, 0.24749749342168276] User Vector: [-0.47832117361142923, 0.38307889895021696] Predicted: 0.5472063970734596 Movie Vector: [0.9363574117802005, 0.00493298940309822] User Vector: [0.3564662603499136, -0.5353470695505097] Predicted: 0.33113896350713984 Movie Vector: [0.6999571451045722, 0.5096471581911324] User Vector: [-2.1834532965114763, -0.9851920234416155] Predicted: -2.030424050914931 Movie Vector: [0.8353491887425714, 0.4781572052372136] User Vector: [0.7745973008992855, -0.5221865140206281] Predicted: 0.39737198275173696 Movie Vector: [-1.8349828579660403, -0.7081253166975231] User Vector: [0.40592298006571353, -0.26939530214071017] Predicted: -0.5540960764298597 Movie Vector: [1.3453228704163862, 0.003946997374617268] User Vector: [0.6174184517998188, -1.0112598598411413] Predicted: 0.8266357238115246 Movie Vector: [0.655092784330373, -0.03220644074782396] User Vector: [0.871938217279413, -0.12728500269600135] Predicted: 0.5752998314190477 Movie Vector: [-0.5100943871153452, 1.120698196218927] User Vector: [1.527775003644063, 0.6028369881533382] Predicted: -0.10371112889646561 Movie Vector: [-0.3716784888175001, 0.05876301104218677] User Vector: [-0.02930165247591316, -0.03617193803588643] Predicted: 0.008765221917882874 Movie Vector: [0.5256929639453163, -0.01828873040959894] User Vector: [0.08614191112876973, -0.0022662122127884016] Predicted: 0.045325642725407615 Movie Vector: [0.800072893096804, -2.368547877780454] User Vector: [-0.6901011290378203, 0.5962256596468406] Predicted: -1.9643202276734353 Movie Vector: [0.584418834216678, -0.35816932741247676] User Vector: [-0.4146028393483687, -0.2578212556623131] Predicted: -0.14995804230168736 Movie Vector: [0.34577140906004766, -0.4442970245969462] User Vector: [-0.9309330502921872, 0.8095374238622587] Predicted: -0.6815651012619762 Movie Vector: [0.6745818690263491, 0.7723309995921704] User Vector: [1.2629173194941534, -0.043902011870390265] Predicted: 0.8180342410981469 Movie Vector: [-0.32470355918668525, 0.27655089819218137] User Vector: [-0.4823073007958583, -0.16537415912793402] Predicted: 0.11087252494553151 Movie Vector: [0.13580695286288652, 0.03156426986833476] User Vector: [1.422405944040291, -0.11578963857525507] Predicted: 0.1895178015942231 Movie Vector: [0.5896421193139751, -0.3861506025225616] User Vector: [-0.060891318521542497, 0.4240769669647818] Predicted: -0.19966166241025557 Movie Vector: [0.24068130037454644, -0.46476796807183646] User Vector: [0.9492923300511964, 0.8737690395470293] Predicted: -0.17762294864204783 Movie Vector: [-0.9721321761129093, 0.6570406593269876] User Vector: [-0.6682627955088314, 0.2505710593887645] Predicted: 0.8142751396823519 Movie Vector: [0.09699821472167969, 0.4800128936767578] User Vector: [1.6963512719915126, -0.09549571725602224] Predicted: 0.11870386935022645 Movie Vector: [-0.45584431325372793, 0.6680071900632031] User Vector: [-0.23511836751180193, 0.2337841394956288] Predicted: 0.26334685687757386 Movie Vector: [0.8837832068369502, -0.1859475486314217] User Vector: [-1.167445070759305, 0.9600422352924086] Predicted: -1.2102858486769026 Movie Vector: [0.855417054039302, 0.7660447381588387] User Vector: [-0.881735749247255, 0.34132461517335505] Predicted: -0.4927818716045844 Movie Vector: [-0.6300608487897342, -0.3666911334697821] User Vector: [-0.5576219241157767, -0.38213588686820926] Predicted: 0.4914615843073351 Movie Vector: [0.21282384699648554, -0.7515720515994615] User Vector: [-0.2956273944182001, 0.9085969000688534] Predicted: -0.7457925956192878 Movie Vector: [0.29629188167134657, 1.316614375611488] User Vector: [-0.7201334535017611, 0.2856291843689224] Predicted: 0.1626937942417854 Movie Vector: [-0.8403661628673339, 0.35736657618432793] User Vector: [0.7116190414528055, 0.5418386532344008] Predicted: -0.4043855389383193 Movie Vector: [1.041943702956123, -0.5441699674482035] User Vector: [-0.15944855034561345, -1.237919614939606] Predicted: 0.5075022635870836 Movie Vector: [-0.5382551989589818, 0.6744489957033803] User Vector: [0.5524922822557806, 0.17348666723351008] Predicted: -0.18037393482531972 Movie Vector: [0.6511588974875068, -0.666995593405757] User Vector: [-0.26536263574222707, 0.5453279921974383] Predicted: -0.5365246090807878 Movie Vector: [0.04395270278516428, 0.49038620741579025] User Vector: [-0.3260916381338685, -0.2644503758767149] Predicted: -0.14401542572748766 Movie Vector: [0.8782986355561109, -0.3068609895194948] User Vector: [0.9809351676553404, -0.3854608408035703] Predicted: 0.9798369143506903 Movie Vector: [-0.840853632302867, 0.07614479473680309] User Vector: [1.5595229611635473, 0.698113537806342] Predicted: -1.2581728345148444 Movie Vector: [1.8641205129901819, 0.889376886581669] User Vector: [0.19624471563224433, -0.1742401190564594] Predicted: 0.21085866537193848 Movie Vector: [-0.3756226543048553, 0.053894066885225904] User Vector: [0.00867308875278433, 0.3263634902571891] Predicted: 0.014331247154474282 Movie Vector: [-0.49625807949075684, -1.3434467826818257] User Vector: [0.5853736414949289, -0.9484559170444272] Predicted: 0.9837036511560922 Movie Vector: [-0.3720556801994444, 0.3841231556161615] User Vector: [1.6360384030615682, -0.5220756881679749] Predicted: -0.8092387416930462 Movie Vector: [0.7964386320828892, 0.5045463356348989] User Vector: [-0.522492110837984, 0.3052684292626525] Predicted: -0.26211083466041263 Movie Vector: [-0.4516225668921088, 0.6450152402825383] User Vector: [-0.32617896121717715, -0.2746729534283436] Predicted: -0.02985846132359435 Movie Vector: [-0.7394636960241019, 0.39828374724262217] User Vector: [0.43853776462567173, -0.13737466784714875] Predicted: -0.3789968537626198 Movie Vector: [0.07243906814617763, -0.010987755300064489] User Vector: [-0.26919899831119876, -1.1457749099289678] Predicted: -0.006911030244294755 Movie Vector: [-0.2661686731937194, -0.6385402384438634] User Vector: [-0.42905771393479664, -0.46781120856493996] Predicted: 0.41291800310532395 Movie Vector: [-0.5521589742000153, -0.12448141644224164] User Vector: [0.8624841210739316, -0.49645815694094475] Predicted: -0.4144285329756703 Movie Vector: [0.0338327736370892, -0.8019833545735383] User Vector: [-0.5379492540096965, 0.7476578275432155] Predicted: -0.617809447945423 Movie Vector: [0.0799417448883851, -0.48026135208211707] User Vector: [0.3736120081211033, 0.40074196337502055] Predicted: -0.1625936813260751 Movie Vector: [0.15754086986814808, 1.1532863934269646] User Vector: [0.4371872229816495, 0.2628441183395171] Predicted: 0.372009400677041 Movie Vector: [0.861842991739841, -0.3283138242146371] User Vector: [-0.5020763769102627, -0.04403559623665898] Predicted: -0.41825351175621167 Movie Vector: [0.21232005246656832, 0.1311192302517671] User Vector: [0.3361470783110212, 0.2732558649863401] Predicted: 0.10719986398226938 Movie Vector: [0.16394576912871792, 0.06197719219520884] User Vector: [-0.35661773794455087, -0.5620686312514179] Predicted: -0.09330140491823007 Movie Vector: [-0.46933192999577206, -0.30470158118271573] User Vector: [-0.23893462384983352, -0.404930014188467] Predicted: 0.23552246374582161 Movie Vector: [1.1425538866402547, 0.6334660026784921] User Vector: [-0.554419569853789, -1.3327324325634813] Predicted: -1.4776949210618364 Movie Vector: [0.3471855607731788, 0.6184397552418028] User Vector: [0.11978020949514145, -0.48820787221877304] Predicted: -0.26034119779899983 Movie Vector: [0.48280915130382906, 1.1531906337700535] User Vector: [-0.9065942469430078, 0.4410298164162456] Predicted: 0.07087945456105299 Movie Vector: [-0.15978939559523803, -1.3353318256152749] User Vector: [-0.8892450489290314, 1.026821505622888] Predicted: -1.2290555067800084 Movie Vector: [-0.3195724073763637, 0.9214758958605376] User Vector: [-1.1665620500238787, 0.7613878809245415] Predicted: 1.0744016223523352 Movie Vector: [0.5049897388185661, 0.08623961562822542] User Vector: [0.08100419731079808, -0.4252538099030716] Predicted: 0.004232563332708182 Movie Vector: [-0.9295364779365731, 0.07603616060688928] User Vector: [0.4086217668994791, 0.49863547537102226] Predicted: -0.34191451092235753 Movie Vector: [0.902147623043792, -0.029720982381429277]
avg loss: 14.624754782038265: 24%|██████████▉ | 17099/70000 [00:28<01:25, 615.19it/s]
User Vector: [0.7804073166994521, 0.3734751721985616] Predicted: 0.6929425567535799 Movie Vector: [1.2971039481077467, -0.3519550659622882] User Vector: [0.2721545516541649, -1.1020821724165308] Predicted: 0.740896147134833 Movie Vector: [0.8626597333291878, -0.35814426422644974] User Vector: [-0.044270933377445705, 0.08493074331329878] Predicted: -0.0686082101557684 Movie Vector: [0.8763689564302037, -0.4290089835497324] User Vector: [0.22914979813593483, 1.0569907647568322] Predicted: -0.25263876415120184 Movie Vector: [-0.06073660589030151, -0.07775305404023944] User Vector: [0.5130159791398642, 0.8759913426658771] Predicted: -0.09926985154552692 Movie Vector: [0.0738134486943601, -0.6052499672365673] User Vector: [0.8264520421196262, -0.4537582589199905] Predicted: 0.3356404467539923 Movie Vector: [1.5789941167326411, 0.12046225565874963] User Vector: [-0.4542750525230708, 0.5681835728508151] Predicted: -0.6488529604984836 Movie Vector: [0.3997543050388597, -0.5107367765034675] User Vector: [0.12463733780024962, -0.19594166855421166] Predicted: 0.1498989285343213 Movie Vector: [0.32521231051472793, 0.7073289646109276] User Vector: [0.13318446256800462, -0.5971997846655245] Predicted: -0.3791034785569313 Movie Vector: [0.6937079883341792, -1.190368130796972] User Vector: [-0.7589911277615663, -1.0231782518412345] Predicted: 0.6914405747133977 Movie Vector: [0.2314451403413576, -1.396856317349826] User Vector: [-0.29564044321622973, 0.0976322589053896] Predicted: -0.20480278149988873 Movie Vector: [0.1631372269060251, -0.07618573812338568] User Vector: [-0.23524577165190097, -0.4319133958402851] Predicted: -0.005471701961188957 Movie Vector: [0.8112190668882167, 1.2077676863038858] User Vector: [0.08220807856588062, 0.7191728425457147] Predicted: 0.9352824808789134 Movie Vector: [-0.5577937670698112, 0.2334305941289218] User Vector: [-0.2789078110866046, 0.8495528985448002] Predicted: 0.3538846764624528 Movie Vector: [0.9674728412361749, -0.3419022087894571] User Vector: [1.359509657890957, 0.0666868739154425] Predicted: 1.2924882819188304 Movie Vector: [0.4238552167033601, -0.16362476608412554] User Vector: [0.78889583879974, -0.12527516393166854] Predicted: 0.35487573610531264 Movie Vector: [0.362437590986228, 0.7738440256202058] User Vector: [0.13462077513806597, 0.6769774272235256] Predicted: 0.5726665669744022 Movie Vector: [0.46555106342147173, 0.5334940912470583] User Vector: [0.5036174783495633, 1.2734795256920832] Predicted: 0.9138534548841118 Movie Vector: [-1.4803871594338003, -1.2920551981857502] User Vector: [0.6599987502763333, -0.6468855372756177] Predicted: -0.14124185408329537 Movie Vector: [0.2043461214245877, 1.35308316119249] User Vector: [0.29884130341164816, 0.3700378974081188] Predicted: 0.5617591092596385 Movie Vector: [0.63065057489269, -1.2967034093157013] User Vector: [-0.222176093758784, 0.17600863224484398] Predicted: -0.368346474757272 Movie Vector: [0.6647615156189094, 1.0625920535801643] User Vector: [-0.08705864729216274, 0.4814622268884368] Predicted: 0.4537246980689929 Movie Vector: [0.2932015679250269, 0.8038023465468964] User Vector: [-0.38089167317939643, -0.22681481385448168] Predicted: -0.2939923153936158 Movie Vector: [-0.49789428888927595, -0.07205191186615907] User Vector: [0.4119787313093625, -0.4614334991783243] Predicted: -0.17187469164789113 Movie Vector: [-0.06443832304214425, 0.15031619056311696] User Vector: [-1.4402089894252719, -0.1591825626675007] Predicted: 0.06887693568453244 Movie Vector: [0.7559943821315022, 0.8848966531204839] User Vector: [0.3185068650773688, -0.47496011882029165] Predicted: -0.1795012188409763 Movie Vector: [0.5117425033158228, -0.11038681471156142] User Vector: [0.6608776926879556, 0.6016385976892805] Predicted: 0.2717862364352692 Movie Vector: [0.2061691788499225, -0.6988386841666739] User Vector: [0.3690062608798297, 0.07164098288651895] Predicted: 0.02601222758325266 Movie Vector: [-0.13580117823693005, -0.8127576634849524] User Vector: [0.6895102812353434, -0.20415899464634318] Predicted: 0.07229547886996214 Movie Vector: [0.35178547851581254, -0.5711550748489769] User Vector: [-0.716979983325532, -0.05390698412690442] Predicted: -0.2214338989665469 Movie Vector: [-0.16555263719352628, -1.556395117853117] User Vector: [-0.37624261637581724, 0.994999296680295] Predicted: -1.4863240902548875 Movie Vector: [-0.5420213084415725, 0.2099157593310339] User Vector: [0.0020589118655768195, -0.3735936119197309] Predicted: -0.07953916083069973 Movie Vector: [0.282337782582808, -1.139649092220643] User Vector: [0.10219791584345353, 0.17427568036789928] Predicted: -0.16975878798358626 Movie Vector: [-0.55391009593285, -0.10725696840673536] User Vector: [0.752798136203811, -0.5211863011864983] Predicted: -0.3610816252023401 Movie Vector: [-0.31932650431987175, 0.40178033388460116] User Vector: [0.66009614126496, 0.15622784041328458] Predicted: -0.14801691942185624 Movie Vector: [-1.2209193074140887, -0.07809372504450199] User Vector: [-0.352477497060987, -1.5949620854495636] Predicted: 0.5549031121482555 Movie Vector: [-0.177506623651327, -0.42240309414946575] User Vector: [-0.3184401516880491, -0.45654691578152284] Predicted: 0.2493720660116728 Movie Vector: [-0.10186570383945989, 0.047300962638205116] User Vector: [-0.0408029531947543, 0.5553999200699989] Predicted: 0.03042737241440531 Movie Vector: [-0.06683127988488888, -0.22490956957006475] User Vector: [0.9146627472256839, 0.369052167378332] Predicted: -0.1441314461740812 Movie Vector: [1.032437991133515, -0.44205809707899163] User Vector: [0.7594200843234927, 0.13326051105152814] Predicted: 0.7251452583541791 Movie Vector: [-0.3324225765362996, -0.36792345948132094] User Vector: [0.9904083567803216, -0.7928074642681732] Predicted: -0.037541632827837124 Movie Vector: [-0.0167183071978316, 1.0034765353261696] User Vector: [-0.05276379175875012, -0.405219044114981] Predicted: -0.40574568115713827 Movie Vector: [-0.6500666762228551, 0.0989789134708913] User Vector: [0.8510794536277158, -0.33029764832707037] Predicted: -0.5859508939747367 Movie Vector: [-0.9400857698827187, -1.1831800106514887] User Vector: [-0.922251351806522, 0.8435819729820416] Predicted: -0.1311139556898836 Movie Vector: [-0.37406709165738705, 0.11242902131867169] User Vector: [-0.49378849597421925, -3.4460378940178793] Predicted: -0.2027246412685351 Movie Vector: [0.9202210655759672, -0.22673398806976958] User Vector: [-0.5042507417810298, -0.3373271616515341] Predicted: -0.38753862227370295 Movie Vector: [0.9197511284284325, -0.7160504854609581] User Vector: [-0.6616387156591264, 0.3211231177738614] Predicted: -0.8384833197141301 Movie Vector: [-1.0693752765936544, -0.5313331695638895] User Vector: [0.10556230900407304, 0.986929404757514] Predicted: -0.6372740521547082 Movie Vector: [1.0097092016385334, -0.7944307655071833] User Vector: [-0.682303267745576, 0.4537329006020052] Predicted: -1.0493872633117938 Movie Vector: [1.1932652202256209, 0.03292421498313641] User Vector: [-0.5725824570090527, -0.15325465506753436] Predicted: -0.6882885208708444 Movie Vector: [-0.01956624925445494, 0.9686105989428191] User Vector: [0.458444221164555, 0.7604552913640296] Predicted: 0.7276150213367785 Movie Vector: [-1.0852524812993276, -0.5955773128769023] User Vector: [1.2434164718239313, -0.5760059216402351] Predicted: -1.006364752323702 Movie Vector: [1.897582466356883, 0.8596669669046385] User Vector: [1.6735887099718594, -0.20211815804376704] Predicted: 3.0020182880535975 Movie Vector: [-1.2254207926871195, 0.11614579418139187] User Vector: [-0.469653034378337, -0.1780141650316508] Predicted: 0.5548469971026743 Movie Vector: [-1.8892765045166016, -0.2779102325439453] User Vector: [0.02401696205979844, -0.9025663208880388] Predicted: 0.2054577339948842 Movie Vector: [1.337442398071289, -0.23291587829589844] User Vector: [-0.46062221716400625, 0.7051542937897841] Predicted: -0.7802973144009141 Movie Vector: [1.0014358792756592, 0.7239130643003042] User Vector: [-1.16833375578781, 0.016029184658016678] Predicted: -1.1584076058307786 Movie Vector: [-1.2498934217686761, -1.4776470194708633] User Vector: [-0.04866304229532573, -0.353949850029533] Predicted: 0.583836557386477 Movie Vector: [-0.9512035526489744, -0.6199643093200244] User Vector: [-0.25022932908777984, 0.2559281713241085] Predicted: 0.07935269483477769 Movie Vector: [0.14214773399432545, -0.049384013929224556] User Vector: [0.5644166343906535, 0.12658287645632732] Predicted: 0.07397937507321448 Movie Vector: [0.5887585808156002, -0.18981110774803256] User Vector: [0.5309385050558425, 1.4965682561790516] Predicted: 0.028529322211147068 Movie Vector: [1.054894497685819, -0.21203524683980554] User Vector: [0.5207570706870195, -1.1695377654029238] Predicted: 0.7973269972744055 Movie Vector: [-0.525451097251387, 0.582844766732115] User Vector: [1.3179516526581063, 0.3449697474255974] Predicted: -0.4914553300455718 Movie Vector: [-1.0645369656810268, 0.4305526063617571] User Vector: [0.2907915733155884, 0.253205961866121] Predicted: -0.20053989227519425 Movie Vector: [-0.4190085265757499, -0.26619804526588275] User Vector: [0.8306985835265053, 0.27843762122784393] Predicted: -0.4221893400113378 Movie Vector: [0.04478109161959257, -0.8360052601660494] User Vector: [-0.8556016858008227, -0.24415692518607518] Predicted: 0.16580169627980296 Movie Vector: [-0.47798126826098214, -0.662409073961367] User Vector: [-0.7268911191153766, 0.049362888570879115] Predicted: 0.31474191369611815 Movie Vector: [1.497201919555664, 0.7791423797607422] User Vector: [0.727574042591134, -0.4367229493716434] Predicted: 0.7490558951167678 Movie Vector: [1.1443525620156687, -0.42241970033688575] User Vector: [-0.25417868892989376, -0.030275667011235907] Predicted: -0.278080995700322 Movie Vector: [1.132477353067455, -0.8040329921723983] User Vector: [0.0969888125042833, -0.25928711022987044] Predicted: 0.3183130247318636 Movie Vector: [0.9072999203347035, 0.6396763556007934] User Vector: [0.969729791256484, 0.82670634329581] Predicted: 1.4086602631847187 Movie Vector: [0.5581545302862837, 0.7676571696352719] User Vector: [0.22718884200861517, -0.028309895230480903] Predicted: 0.10507418735230126 Movie Vector: [-0.11282103455246467, -0.08514494558250094] User Vector: [-0.562938179285102, 0.9465626274545411] Predicted: -0.017083755629019967 Movie Vector: [-0.20374952086613105, 0.25347488713985367] User Vector: [-0.36973917330556694, 0.40203788742904956] Predicted: 0.17724068754847216 Movie Vector: [-2.1430886079219533, 1.1337353021254477] User Vector: [1.0107269173355529, -0.5534901150268884] Predicted: -2.793588625045355 Movie Vector: [0.6771519664999331, 0.8350521051110854] User Vector: [0.7961973629586375, 0.725237481301478] Predicted: 1.144757695515763 Movie Vector: [-0.9482461404716792, 0.43691302719959524] User Vector: [-0.9435529774404565, -0.7945045956031446] Predicted: 0.5475910611995141 Movie Vector: [0.25812949273999625, -0.3387419410139045] User Vector: [0.29825145734265435, 0.22455428033322303] Predicted: 0.0009215446097675939 Movie Vector: [0.70180483924569, 0.6536892968832306] User Vector: [0.9481667565659395, -0.4140036958523381] Predicted: 0.39479823332109276 Movie Vector: [0.7593522800225883, -0.7563460824526768] User Vector: [0.3501344678071214, 0.14078322504054858] Predicted: 0.1593945657093606 Movie Vector: [-0.7420625102112445, 0.4684320881281433] User Vector: [0.40010063716730887, 0.8907225079248765] Predicted: 0.12034332117649499 Movie Vector: [-0.5926635604893982, 0.07293697643515396] User Vector: [0.28009742256486214, 0.5265964428945998] Predicted: -0.12759518339495537 Movie Vector: [-0.398994243277225, -0.838738125301405] User Vector: [-1.5068584616795042, 0.42787970229902195] Predicted: 0.2423488322828921 Movie Vector: [0.02275129658624586, -1.5953866218686883] User Vector: [0.5110576954439391, -0.534532639182859] Predicted: 0.8644134467062241 Movie Vector: [-0.7618892616137494, -0.9224299051460445] User Vector: [0.10297275784895667, 1.291833354041453] Predicted: -1.2700795566768273 Movie Vector: [-0.4205517249701728, -0.15867883503568514] User Vector: [0.18096413713117587, -0.03561920958373776] Predicted: -0.07045276534661549 Movie Vector: [0.8361721038818359, -0.5635356903076172] User Vector: [-0.3127752884390991, -1.2142776717774446] Predicted: 0.4227548350138589 Movie Vector: [-0.2880748418856724, 0.892826239068676] User Vector: [0.08500669257309226, -0.07182501878962788] Predicted: -0.08861555091919797 Movie Vector: [-0.3221675434444538, -0.38513315963099226] User Vector: [0.9115688846058423, 0.06811508856293524] Predicted: -0.31991128751065306 Movie Vector: [-0.7222712869842229, -0.6708761310165515] User Vector: [0.5207856134670468, 1.7823269932832326] Predicted: -1.5718691327419303 Movie Vector: [0.5659028069624679, 0.5904562989253436] User Vector: [0.8849037566564965, -2.3965554549837376] Predicted: -0.9142917443354965 Movie Vector: [-0.25440266342739415, 0.12931992492389704] User Vector: [0.19727068877901083, -0.45781378184199406] Predicted: -0.10939063253846897 Movie Vector: [-1.0397035151472729, 0.3496664919846809] User Vector: [-1.1877991255237772, 0.08613776888319422] Predicted: 1.2650784175687018 Movie Vector: [-0.031531215969097165, 0.42917105083757384] User Vector: [0.22502218176027133, 0.5839010652292945] Predicted: 0.2434982107387145 Movie Vector: [-0.2983542688181392, 0.7093187183106118] User Vector: [-0.04826774507510892, -0.7615491890229963] Predicted: -0.5257802068988932 Movie Vector: [0.07660057272942782, -0.607479469368547] User Vector: [0.03396511533849255, 1.3183886685095345] Predicted: -0.7982923014799276 Movie Vector: [0.525757278331611, -0.8864041568143242] User Vector: [0.16039833692275526, -1.0331701716823773] Predicted: 1.0001369279452528 Movie Vector: [1.0194212369767266, 1.0367153740481863] User Vector: [-0.18370775602777328, 0.1489444147280739] Predicted: -0.03286262326484801 Movie Vector: [1.4636242902506829, 0.2549137298698598] User Vector: [-1.1942186984747343, -0.647985557650321] Predicted: -1.9130679103616215 Movie Vector: [0.815280985537795, 0.9608705849530829] User Vector: [-0.6044883942756649, -0.16523442434790717] Predicted: -0.6515967918087828 Movie Vector: [1.6518538204709659, 0.15059058746395404] User Vector: [-0.03991247286256741, -0.04839433206940427] Predicted: -0.07321730167873299 Movie Vector: [0.5534487741032754, 0.4558640477317464] User Vector: [1.0023747291762375, -0.13369767566728435] Predicted: 0.4938151014526768 Movie Vector: [1.2232196189350035, 0.198365267834206] User Vector: [-0.3953028780692687, 0.327521438596129] Predicted: -0.41857335798723544 Movie Vector: [-1.0633230496897943, 0.8472685481057023] User Vector: [-0.07207024001397191, -0.3816222702061103] Predicted: -0.24670259939880101 Movie Vector: [0.5639658003848956, -0.6935133307476516] User Vector: [0.7628311997862989, 0.4604821031572512] Predicted: 0.1108602310357813 Movie Vector: [-1.5775140414730724, 0.5005192508086921] User Vector: [0.2953739746561239, -0.11688233969607312] Predicted: -0.5244584536031924 Movie Vector: [0.057723302332072, -0.5618591122502515] User Vector: [0.3944556808874542, 0.3592193639429598] Predicted: -0.17906138840362157 Movie Vector: [-0.2800238322747563, -0.06352489040658355] User Vector: [-0.32076640567624426, 0.22870916969553942] Predicted: 0.07529351324257119 Movie Vector: [-0.017354663055972268, -0.00934216483333597] User Vector: [-0.5027684942448909, 0.1974384647706822] Predicted: 0.006880875130450103 Movie Vector: [0.6074172609172873, 0.44226589793901044] User Vector: [0.42458637888698697, 0.5730614947879293] Predicted: 0.5113466518529783 Movie Vector: [-0.11730520593554422, 0.4028340784566216] User Vector: [-0.9967026298272869, -0.6240876470729453] Predicted: -0.13448536493640284 Movie Vector: [1.2406348103517186, -0.29602024504083363] User Vector: [0.6655078706572245, -0.3478112323717252] Predicted: 0.9286113971350343 Movie Vector: [0.7211769077342796, -0.03426894974115281] User Vector: [0.5903532726972592, -0.16178091311930698] Predicted: 0.43129320965538465 Movie Vector: [-0.36605614346158605, -1.5957014002640353] User Vector: [0.6741117639901018, 0.1975363498823231] Predicted: -0.5619717826985728 Movie Vector: [1.0982320015708877, 0.0074880826556340645] User Vector: [0.5846293234125692, 1.2552130245794413] Predicted: 0.651457770906899 Movie Vector: [0.6394019485115772, 0.5062130315948135] User Vector: [-0.37022191647013775, 0.21748992497032213] Predicted: -0.12662438051214114 Movie Vector:
avg loss: 14.624857898558023: 25%|███████████ | 17229/70000 [00:28<01:24, 623.61it/s]
[0.5298561949434601, -0.30473361086546896] User Vector: [1.4567346078847723, 1.205880259320671] Predicted: 0.4043876106821027 Movie Vector: [-1.230476381603037, -0.6273729164133979] User Vector: [0.48816364597490264, -1.0903032471782874] Predicted: 0.0833528912278958 Movie Vector: [0.7317972763995804, -0.5922020693927436] User Vector: [-0.6777148800399437, 0.903177790091762] Predicted: -1.0308136597106055 Movie Vector: [-0.4180146425374486, 0.002120817241695147] User Vector: [0.3921838117376764, 0.2891692234010291] Predicted: -0.16332530079774232 Movie Vector: [0.8641082378836569, 0.6833592867116495] User Vector: [0.714287746022552, 0.18110796198104756] Predicted: 0.7409837332746055 Movie Vector: [-0.035445358535786176, 0.3174772862698433] User Vector: [0.27065632949762064, 0.4970431364331189] Predicted: 0.148206395474815 Movie Vector: [-0.2279438978647491, -0.15248288611415206] User Vector: [-1.307421322024025, 0.036902828427791724] Predicted: 0.2923916625091945 Movie Vector: [-1.460255440141695, 1.333842429851005] User Vector: [-0.13737172021962463, -0.033671726922166856] Predicted: 0.1556850237171872 Movie Vector: [0.18880902117791212, -1.382776171279141] User Vector: [0.9035249018382137, 1.315279742112149] Predicted: -1.6481438336329113 Movie Vector: [-1.0680670316163114, -1.3519551756548103] User Vector: [1.093604636416052, -0.27853699613337946] Predicted: -0.7914735242448622 Movie Vector: [-1.827503986695, -1.825578701375551] User Vector: [-0.252677996799109, -0.1104546054685481] Predicted: 0.6634136217126991 Movie Vector: [0.6088688685861441, -0.42837770758753346] User Vector: [0.48831111797799187, 1.133550427471774] Predicted: -0.1882702956339321 Movie Vector: [-2.814308071357295, -0.5661637486348474] User Vector: [0.45730797420631475, -0.6495653956146219] Predicted: -0.9192451435402333 Movie Vector: [-0.012891373836328192, 0.3588962448247428] User Vector: [-1.1495533085920666, -2.537046895821677] Predicted: -0.895717282408822 Movie Vector: [0.7148749720773566, 0.10680021678377691] User Vector: [0.4861630925686176, -0.4795805894256536] Predicted: 0.2963265163090805 Movie Vector: [0.5807054621082796, -1.3427042029964633] User Vector: [-0.379085621038756, -1.1009551484759226] Predicted: 1.2581200144253017 Movie Vector: [0.28680457902439016, -0.6931870765579725] User Vector: [0.9736206387299958, -0.6978227156829534] Predicted: 0.762960545660426 Movie Vector: [0.877597192781806, -0.20309379252145043] User Vector: [-0.43936275655249274, -0.14606400564793265] Predicted: -0.35591882890543053 Movie Vector: [0.691147027123615, -0.19013346064134415] User Vector: [0.12015133118997931, 1.385232924489046] Predicted: -0.18033689437053302 Movie Vector: [-0.7313480120393553, 0.44037482158223334] User Vector: [0.5044158215669887, -1.9376111933023112] Predicted: -1.222178691890459 Movie Vector: [-0.26153136627484574, -0.02979408045680998] User Vector: [0.39647009654424864, -1.9340683226996167] Predicted: -0.046065578820857433 Movie Vector: [-0.41464447005611965, 0.06396875607523779] User Vector: [0.3754534863797259, 0.5977922947113941] Predicted: -0.11743968240659416 Movie Vector: [-0.05968519156306343, -0.013065591399400792] User Vector: [0.24124926120011891, 0.037423504410342284] Predicted: -0.014887968586535828 Movie Vector: [-0.5901125700830612, -0.10215251702380063] User Vector: [-0.5314276033904816, 0.11864985447917155] Predicted: 0.30148172757028374 Movie Vector: [-0.8691552804927638, -0.10444886187397012] User Vector: [0.9418390516296418, -0.5010178727629079] Predicted: -0.7662736385095967 Movie Vector: [-1.68146149038988, 0.7769144400376302] User Vector: [0.7508698911229692, -0.09323510738773653] Predicted: -1.3349945074645064 Movie Vector: [0.8982973042556555, 0.5678936220634453] User Vector: [-0.2149668112595298, 0.9193340453003045] Predicted: 0.3289798338129595 Movie Vector: [-0.5181781623412174, -0.8048952786739304] User Vector: [0.7359492942758424, 1.3777330588280556] Predicted: -1.4902836872078662 Movie Vector: [-1.073852628291464, 0.7915129173557031] User Vector: [1.0364132753562596, 0.7054501057114689] Predicted: -0.5545822485169102 Movie Vector: [-0.4626584429420625, -0.38381050504898256] User Vector: [-0.4232941762484616, 0.3519484712623423] Predicted: 0.0607591039831393 Movie Vector: [0.2847533698044486, 0.20009276614658522] User Vector: [1.6771784099439337, -0.8718939746661317] Predicted: 0.30312252681731505 Movie Vector: [0.9809426492101917, 0.24497946774870383] User Vector: [0.3840732388093713, 0.09876384922118045] Predicted: 0.4009489355834213 Movie Vector: [-0.3080696971275982, -1.6321226340621884] User Vector: [-0.7087916487600421, 0.4961998512330701] Predicted: -0.5915017796557073 Movie Vector: [-0.4636290187384382, -0.22036229602814822] User Vector: [1.1025066695680794, -0.8181543774326694] Predicted: -0.330863708247889 Movie Vector: [-1.4840199474028066, 1.3280174172672163] User Vector: [0.5548859936082355, -0.6777021145061142] Predicted: -1.723462094831989 Movie Vector: [0.6681382992292316, 0.5450074653157044] User Vector: [-0.07144948803339168, 0.04259097067449044] Predicted: -0.02452574244279012 Movie Vector: [0.1251067244947195, 0.3181315234917199] User Vector: [-0.1374533422431397, -0.9403664686157471] Predicted: -0.3163565547201471 Movie Vector: [-0.7054084085387085, -0.3602191662987184] User Vector: [-0.9970806963899091, -0.04028870001647589] Predicted: 0.717861869156267 Movie Vector: [-0.40401722325941114, 0.3632771428405486] User Vector: [0.17609374009753742, 2.142219828680164] Predicted: 0.7070745947917279 Movie Vector: [-0.051761445821755736, -1.181604382519938] User Vector: [0.07981902880980413, 0.08542398323032191] Predicted: -0.1050689012925419 Movie Vector: [-0.05656042423852162, -1.1805462470483818] User Vector: [-0.322562995800031, -0.38209334748525575] Predicted: 0.46932316728197015 Movie Vector: [-0.3389631591598481, 0.11212275337387964] User Vector: [-1.2533971684576704, 0.7328757853935897] Predicted: 0.507027514841794 Movie Vector: [0.20433771287702773, 1.0152500510528926] User Vector: [-0.45287469253747115, 0.2732204140999298] Predicted: 0.18484766047065218 Movie Vector: [0.16767840071518347, -0.8495638752506337] User Vector: [0.5695758555285335, 0.3764685052347654] Predicted: -0.22432847367605385 Movie Vector: [-1.455030175587467, -1.5827155917924398] User Vector: [-0.24901239797962804, -0.10064143250943235] Predicted: 0.5216073175687594 Movie Vector: [0.15353055474289837, 0.5697923919966603] User Vector: [-1.0352957710661221, -0.43202232571110544] Predicted: -0.40511256841764953 Movie Vector: [0.14897726189987637, 0.08499126113995256] User Vector: [0.25954698437833224, -0.04096815179762045] Predicted: 0.035184664179201144 Movie Vector: [-0.49883966791017154, 0.35642858734747385] User Vector: [0.32367423254503397, -2.4152074158732764] Predicted: -1.022310514064699 Movie Vector: [0.1227304033769424, 0.1452462235584472] User Vector: [0.43682269591688494, -0.48383566318254817] Predicted: -0.01666387722607922 Movie Vector: [0.239367035802343, -1.1737836927412222] User Vector: [-0.6066199094048015, 0.24679316752359529] Predicted: -0.4348866050920619 Movie Vector: [-1.6999337909940486, -0.030720234178294434] User Vector: [-0.16856394624250806, -0.25391503024131706] Predicted: 0.2943478773513457 Movie Vector: [1.7819091901353872, 0.8542482462143932] User Vector: [-0.24972821964765746, -0.009352057640862114] Predicted: -0.45298198846451176 Movie Vector: [1.2217557491123032, -0.34391769624480056] User Vector: [0.5677393379612865, -0.4399764053354338] Predicted: 0.8449544718764457 Movie Vector: [0.048664721829190294, -0.05778320413846716] User Vector: [0.5939051164116228, 0.25320122054179184] Predicted: 0.014271449468429101 Movie Vector: [0.021100136319301382, -0.014331598911048612] User Vector: [0.36272578358865265, 0.3948869593749855] Predicted: 0.0019942019632801433 Movie Vector: [1.847838287723055, 0.4556814692011381] User Vector: [0.48687907026451566, -1.3813841173956567] Predicted: 0.2702026433798054 Movie Vector: [0.09840833093054793, 0.1354784598125321] User Vector: [0.547074221022564, -0.5205365298997674] Predicted: -0.016684826361020352 Movie Vector: [-1.0536312181775191, 0.19237887225801614] User Vector: [0.8824170863762454, 0.2310023301466101] Predicted: -0.8853022218966818 Movie Vector: [-0.2507153321243199, 0.3045434157212947] User Vector: [0.17001503597062362, 0.5401438869627309] Predicted: 0.12187188810710384 Movie Vector: [0.40493807270589993, 0.17690176396998086] User Vector: [0.17201161173653076, -0.41256379442705104] Predicted: -0.0033292124446675647 Movie Vector: [0.5055733943676715, -0.48438033572220635] User Vector: [0.1477679095288293, 1.2957442595802275] Predicted: -0.5529255158664872 Movie Vector: [-0.39651269039967346, -1.4570576004254612] User Vector: [1.1077514254353462, -0.6710208535916378] Predicted: 0.5384785367762339 Movie Vector: [0.12919592784262593, 1.0370303150165974] User Vector: [0.20335059630044883, -0.006343873874228059] Predicted: 0.019693279444171458 Movie Vector: [-0.9173215644036221, -1.6007163835330684] User Vector: [-0.5537455699569003, -0.10452999237082668] Predicted: 0.6752856238730081 Movie Vector: [0.1895991617657973, -0.6801920732750336] User Vector: [1.2813845844769782, -1.416956231777703] Predicted: 1.2067518401493045 Movie Vector: [0.04784360427032794, 0.22643223065712545] User Vector: [1.0477601938437056, -0.6833804195519511] Predicted: -0.1046107287020902 Movie Vector: [1.6979694366455078, 0.44234275817871094] User Vector: [0.7970218765100123, -1.3049021381277321] Predicted: 0.7761047757191329 Movie Vector: [0.40832659903657287, -0.9220610711201223] User Vector: [0.46527689715039355, 0.6026886222261464] Predicted: -0.3657307835380417 Movie Vector: [-0.13919457086067238, 0.1070582432805265] User Vector: [-1.026138079054138, 0.1165854037780049] Predicted: 0.15531427807835949 Movie Vector: [0.7872327566605426, 0.8383137260163483] User Vector: [1.7089278981256006, -0.03325804906144428] Predicted: 1.3174433411467896 Movie Vector: [-0.5244990648964373, 0.22050020858207228] User Vector: [0.031347102045051936, 0.2084647401713347] Predicted: 0.029524992979943866 Movie Vector: [-0.4024912597857905, -0.49674127352215325] User Vector: [0.3470300805485509, 1.0157014343664148] Predicted: -0.6442173983290013 Movie Vector: [-0.6722111202977984, 0.623938476836356] User Vector: [1.0642438947997348, -0.08177217287799615] Predicted: -0.7664173857865182 Movie Vector: [-0.21155447019608056, 1.1592372656778653] User Vector: [-0.7648763161354066, 0.08743622769987416] Predicted: 0.2631723373455451 Movie Vector: [-0.088856192634337, 0.027116473962078565] User Vector: [0.22649137019416907, 0.17940256907840302] Predicted: -0.015260395726843505 Movie Vector: [-1.5777839916149, 0.6490456165376862] User Vector: [-1.7273517259931102, 1.0326006716156415] Predicted: 3.395592840706299 Movie Vector: [-1.5879368001547933, 1.4942363145398883] User Vector: [0.45475123047517674, -0.19887372571900405] Predicted: -1.0192805567643881 Movie Vector: [0.8206621833566177, -0.29333560582373275] User Vector: [0.8009551179464751, 0.19695299204313407] Predicted: 0.599540250624842 Movie Vector: [1.2509698551981026, -0.23175722362426626] User Vector: [0.3555601098196237, -0.2068942086719573] Predicted: 0.4927442064810285 Movie Vector: [-1.132521981737966, 1.3293215692361215] User Vector: [0.5772809056959736, -0.6852204942592114] Predicted: -1.5646616980396977 Movie Vector: [-0.09214586529714247, 0.40325562323848113] User Vector: [0.41005969692808814, 0.39652446699264127] Predicted: 0.12211541546950141 Movie Vector: [-0.023912741465952944, -0.06364494891624728] User Vector: [-1.0502202511162047, 0.13510764224896432] Predicted: 0.016514726358120034 Movie Vector: [0.12073506424492803, -0.15403649793651575] User Vector: [0.10024592368671942, 0.052072343757658346] Predicted: 0.004082156564832143 Movie Vector: [-1.3780186881179834, -0.16476635529888922] User Vector: [-0.049831388783491644, 0.5595922407271785] Predicted: -0.023533388959631488 Movie Vector: [0.16673805954609505, -0.3871622953238232] User Vector: [0.4325824125352466, 1.0463392596656058] Predicted: -0.3329751573996704 Movie Vector: [-0.6474863668929515, 0.7837218327728341] User Vector: [-0.22784748674683464, -0.1950129296809079] Predicted: -0.005307749264523071 Movie Vector: [-0.41164051209330293, 0.2014854838703898] User Vector: [-0.18207473909660588, -0.42395946714355526] Predicted: -0.010472339537870495 Movie Vector: [-0.7189347857535359, 0.24915372238968567] User Vector: [-0.22742345693825514, -0.25783496531754685] Predicted: 0.09926209291815065 Movie Vector: [0.5195550658417198, 0.009774925961402586] User Vector: [0.7966442488463727, 1.5252354291235668] Predicted: 0.4288096185551956 Movie Vector: [0.6081977940054917, 0.7614213019740054] User Vector: [-0.28573695767692264, -0.8659685335292442] Predicted: -0.833151475593302 Movie Vector: [-0.14569068671114493, 0.853157982431356] User Vector: [0.456283474588478, 0.17330355927102534] Predicted: 0.08137906222809828 Movie Vector: [-0.7421026775454035, -0.6741995013383895] User Vector: [-0.5127849181390853, 1.4501360402978383] Predicted: -0.5971419344857134 Movie Vector: [-0.27881346641676186, 0.36666366189410127] User Vector: [0.7301911688395653, 0.3715282304349539] Predicted: -0.0673612294627505 Movie Vector: [-0.24267677831833526, -0.4242278982566259] User Vector: [-0.6235413536061616, 0.913884834858737] Predicted: -0.2363764358993284 Movie Vector: [0.571735516667509, 0.6615644766485768] User Vector: [0.012973423165057792, -1.9123279763122283] Predicted: -1.2577108900332108 Movie Vector: [-0.30384038599954505, 0.6227609542409733] User Vector: [0.38411989335607016, -0.8876676251786899] Predicted: -0.669515873972512 Movie Vector: [-0.5098078110809938, -0.3732973285802564] User Vector: [0.6041526861421895, -0.5954022878168638] Predicted: -0.08573967500824414 Movie Vector: [0.7083425041407201, 0.008114371325874503] User Vector: [0.27054798734425733, 0.9725035134925482] Predicted: 0.19953189346985925 Movie Vector: [-0.4206572569691729, 0.9874516229326377] User Vector: [-0.31541279756532803, -0.08902329130240819] Predicted: 0.04477448876143597 Movie Vector: [0.2376236014769707, -1.255286321771542] User Vector: [-0.2273711457237701, 0.47978117687050803] Predicted: -0.656291499287829 Movie Vector: [0.9702823700992974, -0.42879449294963645] User Vector: [-0.8037386719692502, 1.6300153221118796] Predicted: -1.4787950571238877 Movie Vector: [-0.022440141112721062, 0.9728810734855654] User Vector: [0.19389658931714054, -0.2844291380245934] Predicted: -0.28106679195749246 Movie Vector: [0.35011589643458824, 1.7872687643329914] User Vector: [1.2515546926571806, 0.22751935947497035] Predicted: 0.8448274376272482 Movie Vector: [-0.17252690075585733, 0.7723686910114481] User Vector: [-0.6329101078882569, 1.3410024318665228] Predicted: 1.1449423123149312 Movie Vector: [-0.8436207164062473, -0.17804575114363733] User Vector: [-0.8425295256093486, 0.6959438127327542] Predicted: 0.5868655230962042 Movie Vector: [-0.9985932919648806, 0.2897800996959383] User Vector: [1.235395146120157, 0.4365436884584179] Predicted: -1.1071556322784493 Movie Vector: [1.0499012208493639, 1.4558071141295676] User Vector: [-0.9602307296446665, 0.916444440637038] Predicted: 0.32601892103288144 Movie Vector: [-0.16178312714929707, -0.6496062374054139] User Vector: [0.4592277898349577, -0.1197137584296041] Predicted: 0.00347149626575613 Movie Vector: [0.19705996530402806, 0.7500466509411143] User Vector: [0.7063049087335942, -1.0788074379126922] Predicted: -0.6699714850076721 Movie Vector: [0.7135211323682265, -0.8942207559070022] User Vector: [0.9775185811381704, 0.4373550253244221] Predicted: 0.3063882235793585 Movie Vector: [0.1644378092009552, 1.279655071566042] User Vector: [1.3012651158108235, 0.4812807209813892] Predicted: 0.8298505002843548 Movie Vector: [0.3039462244906517, 0.33096378501894386] User Vector: [0.07111930155554474, 0.39961241775936773] Predicted: 0.15387368151843173 Movie Vector: [-0.8006054544133504, -0.9372058148105205] User Vector: [-0.36523616256477487, 0.27240778000697713] Predicted: 0.03710790847619588 Movie Vector: [-1.3915725773472154, 0.5377295316072936] User Vector: [1.1197639012589948, -1.2208237122582495] Predicted: -2.214705701063058
avg loss: 14.630406692454683: 25%|███████████ | 17300/70000 [00:28<01:21, 647.58it/s]
Movie Vector: [1.008282641823205, 0.14248969494529162] User Vector: [0.23365155204210414, -0.35631452635562694] Predicted: 0.18481565599411548 Movie Vector: [-0.43081634359500287, 0.24016680766464282] User Vector: [-0.05532601537283742, -0.25142767968014756] Predicted: -0.03654923153870269 Movie Vector: [1.253336641237694, 0.14081121272899344] User Vector: [0.9307215342670395, 0.06560611737989194] Predicted: 1.175745478636548 Movie Vector: [0.7228759216656296, -0.16372523707206066] User Vector: [1.5550734637980306, -0.6048841336056192] Predicted: 1.2231599615764726 Movie Vector: [-1.8926803378351975, -0.3424208207208811] User Vector: [0.5618677312815821, -0.22214143898381092] Predicted: -0.9873701536077667 Movie Vector: [-0.4431451763682509, -1.4295033517977493] User Vector: [0.58780086543651, -1.0468767589846888] Predicted: 1.2360327177045045 Movie Vector: [-1.8317183017331629, 0.280556850516375] User Vector: [0.13704273616461898, 0.5470899088073129] Predicted: -0.09753386618805124 Movie Vector: [-1.3662330258369255, -0.5268633971544715] User Vector: [0.03552665803428404, 0.26980585464427975] Predicted: -0.19068852265410438 Movie Vector: [0.2723068762042665, -0.4928001165970084] User Vector: [0.976849781799636, 0.40095951328071516] Predicted: 0.06841001770726204 Movie Vector: [-0.5928848851186794, 0.5232486774563937] User Vector: [0.6727887664678163, -1.2000963456335283] Predicted: -1.026835116189404 Movie Vector: [-1.0399204807284812, 1.2194055029592277] User Vector: [1.398400456894163, 0.7127042341460503] Predicted: -0.58514981028427 Movie Vector: [-0.012222898019769002, 0.2038238307953522] User Vector: [-0.126090013996915, -0.6661016729271412] Predicted: -0.13422620929280712 Movie Vector: [-0.5977040398911156, 0.0744031159499902] User Vector: [0.7629480259600457, 0.8760743915158553] Predicted: -0.3908344528104998 Movie Vector: [-0.1892504581789653, 0.04336869713153696] User Vector: [0.980561150944746, -0.0040988316288397275] Predicted: -0.18574940807629106 Movie Vector: [-0.5916925691838331, -0.22398595689181044] User Vector: [-0.2193163729494614, -0.4057308224972632] Predicted: 0.22064587469209732 Movie Vector: [1.0925330672607625, -1.129074869203078] User Vector: [-0.3324238141104876, -0.48982309530247486] Predicted: 0.18986293800063608 Movie Vector: [-0.1101613629301052, 0.5816742028365904] User Vector: [0.7412006135326072, -0.4888048248665209] Predicted: -0.3659768266382949 Movie Vector: [-0.04867846339974788, 0.042781093861944834] User Vector: [0.24480141284642665, 0.8895342261347319] Predicted: 0.02613869060623107 Movie Vector: [-0.6191226731495424, -0.27473109047906563] User Vector: [0.439105780093919, 0.5533856063023364] Predicted: -0.42389257544202197 Movie Vector: [-0.777185941569472, -0.29297886712156407] User Vector: [-0.29933407788487915, 0.5297598087906765] Predicted: 0.07742980853876066 Movie Vector: [-0.21034193299196263, 0.1002136154446451] User Vector: [0.28430160171362606, -0.42996195172401364] Predicted: -0.10288859014305454 Movie Vector: [1.6427420113164037, 0.1395424141398581] User Vector: [-0.334822681273009, 0.4182332052178558] Predicted: -0.49166601373922375 Movie Vector: [-1.0097594426240506, 0.10052663613958934] User Vector: [-1.538416633071892, 0.3615402952585027] Predicted: 1.5897751516454934 Movie Vector: [0.6065767853084384, 0.13351509101550685] User Vector: [-0.6003931188738226, -0.40702843163719665] Predicted: -0.41852896606372975 Movie Vector: [-1.7440216417441603, 0.4936433636106447] User Vector: [-0.2986723993020779, 0.054719247761929046] Predicted: 0.5479029216939202 Movie Vector: [0.9260686774258127, 0.41699962891434555] User Vector: [0.8573002870442777, -1.7321911632343605] Predicted: 0.07159587070242701 Movie Vector: [-0.8251078835038502, -0.4394639690814906] User Vector: [0.49451559275754065, 0.10633613024738583] Predicted: -0.4547596119551088 Movie Vector: [0.35037511955186895, 0.7961348327119331] User Vector: [0.6096650537193986, 1.4711874398344162] Predicted: 1.384875032384001 Movie Vector: [-0.3618761981816435, -1.5151741978940771] User Vector: [0.6374773228327724, -0.4569746887774304] Predicted: 0.4617083875125028 Movie Vector: [0.74079974897349, -0.4370182057759446] User Vector: [-0.8018700249027129, 0.36560476588021296] Predicted: -0.7538010519654008 Movie Vector: [-0.14359771384323206, 0.3203423724439247] User Vector: [0.07631401017257548, -0.6972053660721249] Predicted: -0.2343029384431705 Movie Vector: [-1.1410263244025887, 0.16748412839625826] User Vector: [0.2841422803474953, -0.1981729242773007] Predicted: -0.3574046412465938 Movie Vector: [1.1337098814653468, 0.08365993231252147] User Vector: [-1.212336928174953, -0.9237014911997895] Predicted: -1.451715159368038 Movie Vector: [0.16735323013963183, -1.949463143423056] User Vector: [0.5653535310813944, -1.10527971893388] Predicted: 2.249315814831912 Movie Vector: [-0.5537650759123475, -0.6971896887484019] User Vector: [-0.44778202177226667, 0.24862516149815087] Predicted: 0.0746271463189867 Movie Vector: [-0.09828450354696291, 0.46471157338244495] User Vector: [1.698922030982465, -0.8566149938321889] Predicted: -0.5650566099468594 Movie Vector: [-0.39323582724247347, 1.1477954235891659] User Vector: [-0.013716464054076533, -0.16191116525731902] Predicted: -0.18044708942119347 Movie Vector: [-1.7896034968811054, 0.367461732958278] User Vector: [0.09987404130165912, 0.5774792448221119] Predicted: 0.033466590488673786 Movie Vector: [0.8799542561373833, 0.17014816776256936] User Vector: [-0.30659840917992015, -0.16917009427316934] Predicted: -0.2985765566636226 Movie Vector: [0.23610594079688801, -0.07529369489234455] User Vector: [0.022072860731339627, -0.21177714031806316] Predicted: 0.021157016937333115 Movie Vector: [-0.34759518390742655, 0.2586374783916081] User Vector: [0.05557836335762459, -0.8107752046036724] Predicted: -0.22901562589370125 Movie Vector: [0.7359557540164811, 0.046429591587422714] User Vector: [0.8258975404194884, 0.09638618171754988] Predicted: 0.6122992181515986 Movie Vector: [-0.39642534212592884, -1.201662745749298] User Vector: [0.0664790280725934, -1.4749400830639952] Predicted: 1.746026578582501 Movie Vector: [-0.6959918556715603, 0.01275517143668814] User Vector: [-0.31591743598304994, -0.1509354361787278] Predicted: 0.21795075514451331 Movie Vector: [0.18564586735686955, 1.0161912228806131] User Vector: [0.9712094540981658, 0.10555354370645653] Predicted: 0.28756360614969206 Movie Vector: [-0.010328292846679688, -1.0083484649658203] User Vector: [-0.26226232188735205, -0.10381694659853904] Predicted: 0.10739238080317813 Movie Vector: [0.5379072920080246, -0.3806403669123905] User Vector: [0.8896036122006605, 0.16526667787540392] Predicted: 0.41561710109452854 Movie Vector: [0.3009307407275341, 1.127382168427638] User Vector: [1.0058964351265307, 0.5031415315312124] Predicted: 0.8699379501614739 Movie Vector: [0.3264327878878722, -0.17398941175137725] User Vector: [-0.21806101343769388, 0.16552434058352072] Predicted: -0.09998174719478257 Movie Vector: [0.61172964719474, 0.18625010587746352] User Vector: [0.6690199691583825, -0.5374087753424037] Predicted: 0.30916690839249245 Movie Vector: [-0.868267823991978, 0.23425711774339483] User Vector: [-0.05611265960812244, -1.659693591710391] Predicted: -0.34007422027491196 Movie Vector: [-0.08266696625868028, -0.10114212408316708] User Vector: [0.3637860547604773, 0.29032444270614843] Predicted: -0.059437120322824395 Movie Vector: [0.2887636471801899, -0.6828033223870081] User Vector: [0.3561249209082853, 0.2809511296917157] Predicted: -0.08899843376865359 Movie Vector: [0.10532920375815678, -0.6351614062312991] User Vector: [-0.36930216869651056, -1.1582657582462015] Predicted: 0.6967874044222554 Movie Vector: [-0.24858054317883765, -0.5425684143631908] User Vector: [-0.5449766494366737, 0.7957602615139898] Predicted: -0.2962837917661322 Movie Vector: [0.535848327225074, -0.2189061161555907] User Vector: [-0.10538764690532484, 0.10566304050493669] Predicted: -0.07960208012253163 Movie Vector: [0.15789981414767723, 0.12345142236425738] User Vector: [-0.23186206048276387, -0.7299928313086942] Predicted: -0.1267296295988956 Movie Vector: [0.7302325013354487, 0.7276338923627873] User Vector: [0.05119328736938991, -1.3479303205539284] Predicted: -0.9434167834911404 Movie Vector: [-0.03000665621673426, 0.10987673133496081] User Vector: [-0.3752451832596314, 0.17444680230497184] Predicted: 0.03042749764016362 Movie Vector: [1.0258628174165556, 0.25653062068369226] User Vector: [-0.25708345318408454, 1.0162896628035472] Predicted: -0.0030229376011878806 Movie Vector: [0.09181153184030832, -0.11195751874779551] User Vector: [0.4988016404546328, 0.12741598580974187] Predicted: 0.03153056507453553 Movie Vector: [1.1797744438918203, 0.2865177461293751] User Vector: [0.45644342887429784, 0.8595028192485538] Predicted: 0.7847631030311897 Movie Vector: [-0.09429120295935861, 0.4036769275708113] User Vector: [0.8193269805161325, -0.43274610790426743] Predicted: -0.25194494586694655 Movie Vector: [0.6226177022618691, -0.009450136184698227] User Vector: [-0.4911153660521322, 0.1091900129954972] Predicted: -0.3068089812496917 Movie Vector: [-0.005276053248309154, -0.17489371546744228] User Vector: [-0.029059621492793557, 0.4032307136454496] Predicted: -0.07036919758966928 Movie Vector: [-0.3167275998173519, 0.1272287839585659] User Vector: [-0.6810464355811688, -1.0958174624173718] Predicted: 0.07628667972186265 Movie Vector: [1.1011630563452328, -0.8565037159034701] User Vector: [-1.5570569117120163, 0.3633960288414705] Predicted: -2.0258235968515574 Movie Vector: [-0.11150164791915991, 0.8315159385750135] User Vector: [-0.6676796067561293, -0.680062311858859] Predicted: -0.49103527509948763 Movie Vector: [0.02681027544822938, -0.626082165483292] User Vector: [1.112748862390492, 0.28657627611730085] Predicted: -0.14958719202226456 Movie Vector: [-0.4372851327743208, 0.3868537787408866] User Vector: [0.5132441267816205, -0.6878515189463988] Predicted: -0.4905319854424142 Movie Vector: [-0.6161064705422817, 0.4110510274327349] User Vector: [0.31728517575277293, 0.6067661379494351] Predicted: 0.05393039462707938 Movie Vector: [-0.13249069561268262, 0.21886857105558083] User Vector: [0.6977071327170048, -0.00032521372992902475] Predicted: -0.09251088241196345 Movie Vector: [1.070427828143953, 0.8328023667649224] User Vector: [-0.3264589036964084, -0.46340991304916856] Predicted: -0.7353795676316768 Movie Vector: [1.7875115128621735, 1.1330313487704693] User Vector: [0.2421521842036792, 0.7374713188018335] Predicted: 1.2684279401503764 Movie Vector: [-0.8030830264638222, -0.24714634835588184] User Vector: [-0.12738725609182056, 0.8200967538989844] Predicted: -0.10038137486950507 Movie Vector: [2.142672932956353, 0.4935119998397444] User Vector: [0.09513814471112425, -0.609247356610043] Predicted: -0.0968209537934897 Movie Vector: [0.34789576691191804, 1.0338249596526206] User Vector: [1.5119477887022137, 0.4033416886124911] Predicted: 0.9429849404373637 Movie Vector: [0.44513265293903986, -0.421861738339634] User Vector: [0.7932150358948955, -1.094639155823636] Predicted: 0.814872290409419 Movie Vector: [0.20195404723575444, 0.046182661511231904] User Vector: [0.7811505269488285, -0.37540401565249465] Predicted: 0.1404193538328218 Movie Vector: [0.3090429886868705, -1.2609346447716958] User Vector: [-0.5208569439156301, 1.5050020982468975] Predicted: -2.0586764727596045 Movie Vector: [0.31370531466882373, 0.5718829868681949] User Vector: [0.7980502696432918, -0.3715393983934297] Predicted: 0.0378755500675417 Movie Vector: [0.9462250288438561, -0.12182026117718506] User Vector: [-0.19896725585526548, 0.3297328895142765] Predicted: -0.22843594412996854 Movie Vector: [-0.7539581843646403, -0.2515050048316224] User Vector: [-1.2876662382845239, 0.6452024988060358] Predicted: 0.8085748415050591 Movie Vector: [-0.4281130422940065, 0.16312933869040985] User Vector: [1.4334703672163005, -0.11321804388365175] Predicted: -0.632156544573839 Movie Vector: [0.20168605083182628, 0.05779298817158926] User Vector: [-0.2919406051643034, -0.12408553513206709] Predicted: -0.0660516215971947 Movie Vector: [-0.8093908818437849, -0.2065374846447196] User Vector: [0.6666642966419517, 1.6007031508440726] Predicted: -0.8701972053910079 Movie Vector: [-1.0538935204514288, -0.9842536475168422] User Vector: [-0.4092131182702857, 0.13116375498572966] Predicted: 0.3021686495620685 Movie Vector: [2.0480534499698515, 0.8414946896505703] User Vector: [0.15517553609815438, -0.03956710141980521] Predicted: 0.28451228632711467 Movie Vector: [-0.31548716247014275, 0.09407017637505195] User Vector: [0.5892214224714236, 1.3715766023925842] Predicted: -0.05686734174316577 Movie Vector: [-0.4369779935131519, -0.0662565268660534] User Vector: [-0.12521117468505666, 0.7282415436533893] Predicted: 0.006463772477253826 Movie Vector: [-0.9735429443207291, -0.29293823527764223] User Vector: [-0.1725239076514699, 0.1412529605549715] Predicted: 0.12658104002801382 Movie Vector: [0.0851767515377431, -0.2425135200980365] User Vector: [-0.3686296483949049, 1.1634974821839965] Predicted: -0.3135625460004219 Movie Vector: [0.6358600479701353, 0.4806549440199689] User Vector: [1.6057472132807975, -0.49080201590547834] Predicted: 0.7851240845847034 Movie Vector: [-0.12063023322646488, 1.0487199691374534] User Vector: [0.5433289856097113, -0.7446431079162308] Predicted: -0.846463999405125 Movie Vector: [1.0483834577304671, 1.2650546777146152] User Vector: [0.5828771729002669, 0.596586265417183] Predicted: 1.3657930316836415 Movie Vector: [0.4413438811311569, -0.7106789008221954] User Vector: [-0.7867544422483965, 0.14350318175716537] Predicted: -0.449213942514756 Movie Vector: [-0.44478561230605235, 1.0912507335543487] User Vector: [0.9136736838103231, 0.8701072503947573] Predicted: 0.5431162663627352 Movie Vector: [0.7421366814113941, -0.7506032339731] User Vector: [0.9521607405004546, 0.12099925740573704] Predicted: 0.6158109782081332 Movie Vector: [-0.1524759027062476, -0.5119681509522948] User Vector: [-0.20712790805763615, 0.3580371184856898] Predicted: -0.15172158676666153 Movie Vector: [-0.9855935867189177, 0.39963398407201167] User Vector: [0.7402302836589885, -0.5242131612190857] Predicted: -0.9390596143903913 Movie Vector: [-0.31137647976664995, 1.003854310411306] User Vector: [-0.053033617965990376, 0.08494344263299658] Predicted: 0.10178426229984856 Movie Vector: [-0.0248048097135043, 0.9413732499023947] User Vector: [-0.22136937196998224, -1.1480794546937698] Predicted: -1.07528026226313 Movie Vector: [0.2560783365902721, 0.16669058740477283] User Vector: [-0.5270711176713614, -0.3845586517060968] Predicted: -0.19907380262253455 Movie Vector: [-0.27133509569287495, 1.1660710403322936] User Vector: [-0.4581859612332066, -1.8434062884890503] Predicted: -2.0252207569371747 Movie Vector: [-0.662907370333715, 0.710444721964227] User Vector: [-1.0128308291209085, 0.7588581842660207] Predicted: 1.210539813256609 Movie Vector: [0.28549297393971385, -0.2501319656299608] User Vector: [0.3232193312810083, 0.00428765855264375] Predicted: 0.09120436766049775 Movie Vector: [0.5945194331264826, -0.6280159481764493] User Vector: [0.36013053352288105, -0.7704238686682686] Predicted: 0.697943077021032 Movie Vector: [0.8148389047554916, -0.4202008951286844] User Vector: [-0.0015417582961619325, -0.55884105835787] Predicted: 0.23356922831519605 Movie Vector: [1.0355369540112525, -1.2130580600186625] User Vector: [-0.051123934693757894, 0.5293288400730057] Predicted: -0.6950473394607334 Movie Vector: [-1.355973930370675, -1.2545976117490607] User Vector: [0.4590062009215547, -0.4575824265063658] Predicted: -0.04831862285488564 Movie Vector: [0.1487028807632646, -1.1599178525407972] User Vector: [0.060406177269358124, -0.1653320989488959] Predicted: 0.20075422574471588 Movie Vector: [-0.0489059866022708, -0.029930057355945866] User Vector: [0.9496819731578102, -0.30721656319389656] Predicted: -0.03725012449858408 Movie Vector: [1.2142180667180618, -0.959402632664945] User Vector: [-1.1942536149371985, 0.8412355429795131] Predicted: -2.257167910125971 Movie Vector: [0.09934650578567719, 0.30140278452949787] User Vector: [0.2573749383130597, -0.6750196764106143] Predicted: -0.17788350928415309 Movie Vector: [-1.0645730467457717, 0.29298955892289913] User Vector: [-0.8519055026978899, -0.313159899540473] Predicted: 0.8151630557078783 Movie Vector: [-1.0370527120989586, -0.2565856029826705] User Vector: [0.7081608086887596, -1.5555445637405518] Predicted: -0.3352697473990852 Movie Vector: [-0.4724256812651077, 0.2998130357292579] User Vector: [1.0648656506651955, 0.12031389923271016] Predicted: -0.4669982051019343 Movie Vector: [-0.7444662903415324, 0.7715523148300061] User Vector: [-0.4671594599680076, -0.34556000173070056] Predicted: 0.08116685091235332 Movie Vector: [-0.7159587408600157, -0.056002191676752605] User Vector: [-0.08217872388221806, -0.6809279459638637] Predicted: 0.09697003302412148 Movie Vector: [0.5474100654805216, -1.0258757638473535] User Vector: [-0.029551173508649956, 0.3869364583844384] Predicted: -0.41312534463092176 Movie Vector: [0.11629058873614212, -0.7812121156367008] User Vector: [-0.6909880186285814, -0.3440166071303747] Predicted: 0.1883945379745417 Movie Vector: [0.31625524627656804, 0.4001269776900799] User Vector: [-0.49807990533759683, 0.399645123680605] Predicted: 0.0023884123589472672 Movie Vector: [-0.13814893403121706, 0.10503400060550461] User Vector: [-0.05059464730235855, 0.5761626762440044] Predicted: 0.06750626747798813 Movie Vector: [0.5706524431098252, 0.5466004968052364] User Vector: [0.5257016918378166, 1.5647328150294508] Predicted: 1.1552766888567723
avg loss: 14.63000401231945: 25%|███████████▍ | 17437/70000 [00:28<01:19, 657.31it/s]
Movie Vector: [-0.19515166205220355, -0.8647790733662207] User Vector: [0.1262612579788986, 0.5932915141437596] Predicted: -0.5377061801846665 Movie Vector: [0.9487680179504632, 0.143886565601752] User Vector: [0.3985721195099262, 0.6199338926410485] Predicted: 0.46735263854999354 Movie Vector: [-0.832268036854259, -1.4120122945671205] User Vector: [-0.4044551490690482, -0.1289429486191559] Predicted: 0.5186841216592781 Movie Vector: [1.9323667736462298, -0.859754437314376] User Vector: [0.604823425597859, 0.2402371088641461] Predicted: 0.9621957711946689 Movie Vector: [0.6642380255978024, -0.7771642783789148] User Vector: [0.2039734695475692, -1.1793172552374893] Predicted: 1.0520101783330567 Movie Vector: [-0.9446821756164752, -0.8496507423402925] User Vector: [-0.6998492856350103, -0.9208490514061685] Predicted: 1.4435352258679226 Movie Vector: [-0.03612003130324304, 0.250211255159735] User Vector: [1.5211122176900167, -1.4771438208496197] Predicted: -0.42454063038493894 Movie Vector: [-0.7664419731911585, -0.09620879008119008] User Vector: [0.7981484444064137, -0.49809370814396037] Predicted: -0.5638134756227215 Movie Vector: [-0.21615079007815335, -0.28856103987999693] User Vector: [0.9473992248266733, -0.30861358620123824] Predicted: -0.1157272336103911 Movie Vector: [0.34695232165104595, -0.3457131289683007] User Vector: [0.8633119657311761, -0.5700405804885921] Predicted: 0.4965986035391774 Movie Vector: [0.5259859305875151, -0.2090179476084145] User Vector: [0.4151529947390219, -0.08477969526063912] Predicted: 0.2360851121762438 Movie Vector: [-1.1163586794131968, 1.8019614838785192] User Vector: [-0.28806946877612627, -0.35883008186751786] Predicted: -0.32500913504006557 Movie Vector: [-0.1626865360596412, 0.028300570411680936] User Vector: [0.2159218294939606, -1.229108952780551] Predicted: -0.06991205896182631 Movie Vector: [-0.029538415147690733, -0.7139081969587542] User Vector: [0.40659495911418586, 0.04061607297893474] Predicted: -0.04100631812720964 Movie Vector: [0.08460119241762161, -0.6297816725917927] User Vector: [-0.05524183858858991, 0.0851773478520447] Predicted: -0.05831665801313015 Movie Vector: [0.4568086761154856, 1.0289244200466126] User Vector: [-0.511919844413818, 1.047586455911284] Predicted: 0.8440378601932824 Movie Vector: [-0.4732613886640714, -1.05062339504106] User Vector: [1.8441987878829635, -0.12482620852297148] Predicted: -0.741642744337581 Movie Vector: [0.8177788322042447, 0.005289644203932992] User Vector: [-0.6208613637561271, -1.2033632852920084] Predicted: -0.514092644640491 Movie Vector: [-0.5248845717824071, 0.1256176583347004] User Vector: [1.6209961760281428, -0.09476832703996288] Predicted: -0.8627404590425084 Movie Vector: [0.4071430849727484, 1.1305594732169688] User Vector: [0.08079031054071098, 0.5395938842791853] Predicted: 0.6429361938312251 Movie Vector: [0.24417001601913785, -1.240102228838861] User Vector: [-0.5339637050582148, 0.6531830454218247] Predicted: -0.9403916768850623 Movie Vector: [-0.28470653425704145, -0.33120533760314286] User Vector: [0.2085167038992555, -0.3966161332098186] Predicted: 0.07199531219675229 Movie Vector: [-0.40687343857832153, -0.27990098331483504] User Vector: [1.5032857782990288, -0.6831213625614353] Predicted: -0.42044071267809846 Movie Vector: [-0.8150234232422826, 0.29712209224182906] User Vector: [0.9486418848467774, 0.19407237900162083] Predicted: -0.7155021651235209 Movie Vector: [0.39440028622985557, -0.25740334207687793] User Vector: [-0.2550376399325808, -0.11351101783482538] Predicted: -0.07136880283556454 Movie Vector: [0.17958597445929875, 1.226945449172584] User Vector: [-0.9903838698336822, -0.8337864046737522] Predicted: -1.200869487149284 Movie Vector: [-0.1911730860259595, -0.44507698143666] User Vector: [1.6164678804431254, -0.014731294154805952] Predicted: -0.3024685932310775 Movie Vector: [-0.1293103808610922, 0.1395293720581321] User Vector: [0.19408515644206265, 0.8857388479716883] Predicted: 0.09848935976597523 Movie Vector: [-0.6450131337939482, -0.09591753911701603] User Vector: [1.0640062827574124, 0.328964265177033] Predicted: -0.7178514695910267 Movie Vector: [1.4792427709787848, -0.1766369631340347] User Vector: [1.034741486896939, 0.6112042602996695] Predicted: 1.422672599930218 Movie Vector: [0.5282461078916492, -1.2759254296751743] User Vector: [0.19058334723561005, -0.14078518780140833] Predicted: 0.28030631264358574 Movie Vector: [1.3023617047841596, -0.40638424780080523] User Vector: [-0.1451022812141342, -0.6834099455239978] Predicted: 0.08875138232124877 Movie Vector: [-0.5573990951811687, 2.021814403607304] User Vector: [-0.14054387605757504, -1.3303525173965396] Predicted: -2.611386852199814 Movie Vector: [0.7817355172657856, -0.18451571879518305] User Vector: [-0.5302715833181854, -0.18784127667453107] Predicted: -0.37987246229158284 Movie Vector: [1.2139250120053522, 1.256926824604923] User Vector: [0.051656338029673225, -0.08243205379672733] Predicted: -0.04090413886155907 Movie Vector: [0.10829815960092223, -0.06830031710406513] User Vector: [0.44455802835979646, -0.6270868719691041] Predicted: 0.09097504851446665 Movie Vector: [0.3682740876797277, -0.45284072224336736] User Vector: [-0.08181126533840362, 0.25336062884388505] Predicted: -0.14486097925812336 Movie Vector: [1.0300644269134525, 0.27033394312563164] User Vector: [0.383774526125929, 0.409247226875695] Predicted: 0.5059459038724234 Movie Vector: [-0.8971980548264059, -0.1337899523344133] User Vector: [-0.2270344832216486, -0.9330814663344243] Predicted: 0.3285318216299885 Movie Vector: [-0.2509006534863151, -0.428456443706951] User Vector: [1.873000902775477, 0.4818549343685254] Predicted: -0.6763910020490099 Movie Vector: [1.2910864617361297, -0.25510037527448925] User Vector: [1.243779000327801, 0.766150296764954] Predicted: 1.41038100049352 Movie Vector: [1.5812892335842674, -0.14866995983997383] User Vector: [0.008441506529119708, 0.21809428753755716] Predicted: -0.019075605579808034 Movie Vector: [0.3052348453057515, -0.32999354282716387] User Vector: [-0.3804863149966939, -0.23265213205308072] Predicted: -0.03936398019648203 Movie Vector: [-0.21248869402815862, -0.42934111501338507] User Vector: [-0.5323023448770056, 0.0711811406030335] Predicted: 0.08254723981661047 Movie Vector: [0.5448991942623517, -0.018794005868846976] User Vector: [-0.712948251803617, 0.059091671110808555] Predicted: -0.3895954971721996 Movie Vector: [-0.8864734018944451, 0.1285854351013322] User Vector: [1.059183504364554, 0.04991190474459127] Predicted: -0.9325200603562066 Movie Vector: [0.43832447026014787, -0.6861181823027428] User Vector: [0.746732537679796, 0.5831190438027134] Predicted: -0.07277743439551865 Movie Vector: [-0.0029663996497981265, 0.035690728868403965] User Vector: [0.2184332937272716, 0.1818616731005421] Predicted: 0.005842815220168933 Movie Vector: [1.2216095980121784, -0.031092631062475888] User Vector: [0.9302958926507345, 0.13304291459596623] Predicted: 1.1323217371944356 Movie Vector: [0.7000065227712841, -0.1638837125147714] User Vector: [-0.30546372549751516, -0.3247087012983669] Predicted: -0.16061213286365128 Movie Vector: [0.4559941665221232, 0.5056391468162438] User Vector: [-0.02614839420609677, 1.0387029605411355] Predicted: 0.5132853635416252 Movie Vector: [-1.620038690808335, -0.49590642139861907] User Vector: [0.2250176614004492, -0.12839517603505807] Predicted: -0.3008653253115456 Movie Vector: [-1.0523751394964846, 0.34923276945171045] User Vector: [-0.018919919311320504, 0.3065529768154555] Predicted: 0.12696919780144067 Movie Vector: [0.17601366527400794, -0.42366755680372337] User Vector: [1.2054178325895548, 0.1913355461781111] Predicted: 0.1311073475217517 Movie Vector: [-0.5397246936996969, 0.6137587586038107] User Vector: [-0.4269888119667783, 0.4018341741392276] Predicted: 0.4770856496362467 Movie Vector: [-0.39640255356624887, 0.3648366828248053] User Vector: [1.06664325006483, 1.1458319826824217] Predicted: -0.004778568433477071 Movie Vector: [-0.18934488579516973, -0.38193560749713196] User Vector: [0.5609194459823227, 0.5327789392589014] Predicted: -0.3096944762673388 Movie Vector: [-0.5928881678031692, 1.68588388548636] User Vector: [0.6229993372399466, -0.3258183721405572] Predicted: -0.918660878785944 Movie Vector: [0.28852196096739824, 0.06945463469278332] User Vector: [0.2190649487307878, 1.3580219438011054] Predicted: 0.15752596659851875 Movie Vector: [0.48887999583102615, 0.05283559060840813] User Vector: [0.7284611230487252, 0.2134856920760803] Predicted: 0.3674097134264099 Movie Vector: [0.19036710069405233, -1.6159378675569547] User Vector: [0.576736710426339, 0.1223027181347062] Predicted: -0.08784189811132903 Movie Vector: [0.08635822668411945, 0.056712616980714115] User Vector: [-0.21623595769479148, -0.3961921258316072] Predicted: -0.041142846134927295 Movie Vector: [-0.8012353612056478, 0.13822021994239858] User Vector: [0.6287115513319704, -0.4936769390757038] Predicted: -0.5719820620251683 Movie Vector: [-1.5690038269585094, 0.5008582342846976] User Vector: [-0.19152658202241934, -0.6282338141784597] Predicted: -0.014150138729905337 Movie Vector: [-0.11274582012554415, -1.3378264029473173] User Vector: [1.6691230130428716, -0.4428954182443981] Predicted: 0.4043305412758128 Movie Vector: [-1.7665794319380892, -0.39227639194091135] User Vector: [0.37343634731297093, -0.039709504511686096] Predicted: -0.6441278691455776 Movie Vector: [0.6149848395437981, -0.22719269396809388] User Vector: [-0.6319452059969684, -0.17477883212084913] Predicted: -0.34892824739238515 Movie Vector: [1.4334910850444376, -0.14046231871772866] User Vector: [0.564861607256195, -0.49604868757751824] Predicted: 0.8794002271396524 Movie Vector: [-0.629511596366817, -0.29791140265056176] User Vector: [1.3137484346934587, -1.5330624116410028] Predicted: -0.37030310094546215 Movie Vector: [0.739426022583467, -0.33905064529245715] User Vector: [0.07538209911481583, -1.1204331299616377] Predicted: 0.4356230614430017 Movie Vector: [0.2490679919650668, 0.45403611610609496] User Vector: [0.23852344097321282, 0.036826799392224906] Predicted: 0.07612925144446035 Movie Vector: [-0.320679621554849, 1.018755064331193] User Vector: [0.08374248696864794, -0.10403724446427481] Predicted: -0.13284297870621023 Movie Vector: [0.6240545808687177, 1.0999846566865275] User Vector: [0.48772694082628176, 0.2986735342500422] Predicted: 0.6329045366691116 Movie Vector: [-0.7677750682490612, -0.613309280346542] User Vector: [0.06739490237248205, -0.05210321599007047] Predicted: -0.01978873986606066 Movie Vector: [-0.19507147755011414, 0.0018743588068496839] User Vector: [-0.28891625393832326, -0.2365240486998988] Predicted: 0.055915989610280305 Movie Vector: [0.3164379563087443, 0.19900639025253952] User Vector: [0.1928565401637806, -0.48882873443415537] Predicted: -0.03625291246125654 Movie Vector: [-0.029366087143000208, 0.318301977754113] User Vector: [0.07025723524100685, -0.13285154996378898] Predicted: -0.04435009119368707 Movie Vector: [1.5947475556582658, 1.4992618543993264] User Vector: [1.4931468403434425, 0.08205785857867098] Predicted: 2.5042184910972636 Movie Vector: [-0.6353780942292003, -0.5240729754053111] User Vector: [0.7863770558233456, 0.21974494289402866] Predicted: -0.6148091411273506 Movie Vector: [0.4191416444091756, -0.30050547645772985] User Vector: [-1.1932676169464582, -1.3490023901555] Predicted: -0.09476554519086183 Movie Vector: [-0.4909896263171806, 0.9676007511456125] User Vector: [-0.693038946870789, -0.8291054794274687] Predicted: -0.4619681511256208 Movie Vector: [0.46672157925306273, 0.9472801352613904] User Vector: [1.3215539452579592, 0.7238399288612662] Predicted: 1.302476930118206 Movie Vector: [1.433060866523667, 1.412618592608277] User Vector: [0.2313723299086507, -1.1528292710448176] Predicted: -1.2969374307924655 Movie Vector: [-0.3786788412872707, -0.8969429548989278] User Vector: [-0.5371583323476626, 0.011672989368307657] Predicted: 0.1929404893047019 Movie Vector: [-0.7060252895886004, 0.2551307892664072] User Vector: [0.6752329139510453, -0.5135228663593719] Predicted: -0.6077470078126557 Movie Vector: [0.8546745972943596, -0.6913324746911456] User Vector: [-0.9671030828985877, -0.365935771849333] Predicted: -0.5735751551878703 Movie Vector: [1.3047685584682955, 0.5257723147979172] User Vector: [0.5720328086445714, -0.4838993522895657] Predicted: 0.49194954054924994 Movie Vector: [-0.24151022130675737, -1.3555200987013605] User Vector: [-0.5689197085272415, -1.553475438625632] Predicted: 2.243167104608146 Movie Vector: [0.8545542845937047, -0.34259451784718936] User Vector: [0.7780065359900933, -0.4008997408173664] Predicted: 0.8021948721826294 Movie Vector: [0.3973487227414239, 1.1756096891181902] User Vector: [0.8539825470228314, -0.2695751779787402] Predicted: 0.022413683125422468 Movie Vector: [-0.21387034517633371, -0.30681241798480874] User Vector: [0.356319888706234, 0.14835139106653747] Predicted: -0.1217223065953294 Movie Vector: [0.7004758587726777, -0.986681241787636] User Vector: [1.33212297696064, 0.7214166040238765] Predicted: 0.22131175557282246 Movie Vector: [-0.310831115709495, 1.2485881958141607] User Vector: [-0.8847478692394382, -0.6517592555283538] Predicted: -0.5387717456480348 Movie Vector: [0.2786741681607795, 0.14033290414524266] User Vector: [-0.5776061601551703, -0.9950142751420668] Predicted: -0.30059715910244383 Movie Vector: [-0.21045284422634797, 0.3294120499311897] User Vector: [0.48211143677243085, -0.18739916821766378] Predicted: -0.16319326726078967 Movie Vector: [0.6010912629173256, -1.409446006111022] User Vector: [-0.9979525241676583, -0.2934316848394597] Predicted: -0.18628442682006607 Movie Vector: [1.1367969608899415, 0.3268814677299631] User Vector: [-1.2954674606371368, 0.8788430208015208] Predicted: -1.1854059756402715 Movie Vector: [-0.023689092325039796, -0.446603306832469] User Vector: [-0.34948145013748827, 1.3544217539818393] Predicted: -0.5966103358359265 Movie Vector: [0.27802758512533365, -0.48233016278748214] User Vector: [0.0662342059877761, -0.08924553048866005] Predicted: 0.06146074759212591 Movie Vector: [-1.0548212274895288, 0.38886589597205135] User Vector: [0.28612701434844723, -0.025804292296590908] Predicted: -0.3118472577367816 Movie Vector: [0.14089957743884396, -0.09700473865855613] User Vector: [0.307476982516694, 0.1425199162031596] Predicted: 0.029498269683846175 Movie Vector: [-0.6307313473505131, -0.09308371446037064] User Vector: [-0.34581216637336, -0.20593581422684215] Predicted: 0.23728384415552442 Movie Vector: [-0.1693695199730103, -0.7436308576990642] User Vector: [0.9066133668009024, 0.37631065893634824] Predicted: -0.43338888880232024 Movie Vector: [-0.0865014101875407, 0.3348949995092157] User Vector: [0.8386235978342808, -0.5535616663995222] Predicted: -0.2579271578264029 Movie Vector: [0.641494051672221, -0.033421436696859264] User Vector: [-0.41563993054841486, -0.9612062640556377] Predicted: -0.23450564877750307 Movie Vector: [-0.42930579575850775, -0.9307338858213204] User Vector: [-0.9664418411335055, -0.6370697303291296] Predicted: 1.0078414693105084 Movie Vector: [0.11298860208506625, 0.26562352999161043] User Vector: [1.4827539857926313, 0.5092397117231441] Predicted: 0.30280034993058125 Movie Vector:
avg loss: 14.630219136006389: 25%|███████████▎ | 17567/70000 [00:28<01:23, 627.43it/s]
[0.5632698725065938, 0.30220047224855917] User Vector: [-0.6952312834441416, -0.4745975610853304] Predicted: -0.5350264434761784 Movie Vector: [0.8994455607224789, 0.28964496161099984] User Vector: [-0.32641916282482675, -0.5506525214965688] Predicted: -0.45308999538741235 Movie Vector: [-1.3612642942964093, 0.4839054090747294] User Vector: [0.36695497809193, -0.9233615826856207] Predicted: -0.9463423736842403 Movie Vector: [0.7959039352724744, 0.4317369936279845] User Vector: [-0.3761959993991397, -0.22420826587702425] Predicted: -0.396214879011827 Movie Vector: [-0.08056227108602688, -0.2786104571753273] User Vector: [-0.9991938991979513, -2.108149503107346] Predicted: 0.6678498266293663 Movie Vector: [0.044398960793768746, -0.7065223556201116] User Vector: [-0.8011059903901009, 0.5263564104279358] Predicted: -0.40745084445027485 Movie Vector: [-1.0726752318416874, 0.5596204798412086] User Vector: [1.4964678626028867, 0.541479497869605] Predicted: -1.3022009950392208 Movie Vector: [0.4526751287977822, 0.2267033004684917] User Vector: [1.0130436646805623, 1.1951633877312868] Predicted: 0.7295271559848371 Movie Vector: [-0.025320929150506877, -0.37042299422829333] User Vector: [-0.7089669913639988, 1.658057944283468] Predicted: -0.5962310853671152 Movie Vector: [0.26716867676017547, 1.1461055406168652] User Vector: [-0.6882589292256244, -0.009171587188081975] Predicted: -0.19439283428209672 Movie Vector: [0.3648184998724652, -0.4239399627170251] User Vector: [0.9559367684582838, 0.08401870424164998] Predicted: 0.31312453149814534 Movie Vector: [-0.06523059774246737, 0.8837179754490985] User Vector: [0.3212623315221213, 0.5184993185567481] Predicted: 0.43725103414937994 Movie Vector: [0.45189142702620055, 0.6686138835115578] User Vector: [-0.1729284480841307, -0.21923736570672725] Predicted: -0.2247300296741826 Movie Vector: [0.7116017753188189, 0.4347694530189484] User Vector: [0.22185218712039417, -0.4705935040553993] Predicted: -0.046729270139200946 Movie Vector: [-0.5597651480699777, 0.518796391086665] User Vector: [0.3665219146191296, 0.3923085576756176] Predicted: -0.001637929893143597 Movie Vector: [-1.1288068133589202, 0.25124889485352087] User Vector: [0.42664808213643557, -0.41395255790407454] Predicted: -0.5856083847173115 Movie Vector: [1.1699004895871898, 0.07788654840550169] User Vector: [-0.1278139337266333, -0.6373543232620646] Predicted: -0.1991709119930595 Movie Vector: [0.6751748824081578, -0.48291765129223985] User Vector: [-0.47978514955260065, -0.3804811182695573] Predicted: -0.14019783393457805 Movie Vector: [0.6992343983047122, -0.7319555436936264] User Vector: [0.23944895497930813, -0.3954243175778874] Predicted: 0.45686396732205237 Movie Vector: [1.1267591548605753, -1.2950819658594908] User Vector: [-0.03979160930716055, -0.02983605752353427] Predicted: -0.0061954200424028175 Movie Vector: [-0.632862088580754, -0.6532720980624914] User Vector: [-0.5111348824720984, -0.9615411064552276] Predicted: 0.9516258652551064 Movie Vector: [0.9520160568664335, -0.23396061296768686] User Vector: [-0.2514861913347698, 0.31149272167636755] Predicted: -0.312295920329261 Movie Vector: [1.7004047900658805, 1.784336826352165] User Vector: [0.29298790368052346, 0.3886482036193767] Predicted: 1.1916773370633915 Movie Vector: [0.5502042409663711, 1.1273580548498132] User Vector: [0.6911934940121214, 0.010435019576398991] Predicted: 0.3920615951058021 Movie Vector: [-0.8478708650335558, 0.6950634752119771] User Vector: [0.17918283046632366, -0.46940096742878573] Predicted: -0.4781873691555587 Movie Vector: [-0.20791947090555302, 0.3444638709976006] User Vector: [-0.06674431821968158, 0.26609188881954454] Predicted: 0.10553648539403154 Movie Vector: [1.4458951462919194, 1.526110426249683] User Vector: [-0.43436983223061865, -0.148764605286222] Predicted: -0.855084447302109 Movie Vector: [1.436027579605752, -0.16581869385038683] User Vector: [0.2991369498038515, -0.956331194761169] Predicted: 0.5881464996011492 Movie Vector: [-0.6587616714971093, 1.1086834358878082] User Vector: [0.011248537213346553, -1.6856874190518263] Predicted: -1.8763038247637918 Movie Vector: [0.6615463753979655, 0.9188478595387377] User Vector: [-0.06001517484786312, 0.4878151742239637] Predicted: 0.4085251072967265 Movie Vector: [-0.1961124560113257, 0.43094194152395804] User Vector: [-0.10765518918591163, 0.26103927283715345] Predicted: 0.13360529460405815 Movie Vector: [0.6772220315267872, -0.22153815636966434] User Vector: [1.087939140694172, 0.12903054979555795] Predicted: 0.7081911649213423 Movie Vector: [-0.5627619197519474, -0.0704875105300376] User Vector: [0.11760661216370605, -0.05908874416389423] Predicted: -0.06201950436031076 Movie Vector: [-0.7146723044280148, 0.3901074447720091] User Vector: [0.6512748738282594, 1.2556674343848642] Predicted: 0.024397099416397006 Movie Vector: [1.0402385452137077, -0.3291544932625598] User Vector: [-0.37453266837398674, -0.14779012487939] Predicted: -0.34095753442047794 Movie Vector: [-1.0440858837658755, 1.6137362293878823] User Vector: [-0.27452105051772924, -0.080979385168866] Predicted: 0.15594418596158505 Movie Vector: [-0.18355001608276944, -0.7683256444311484] User Vector: [0.9009779492873358, -0.4501995135843902] Predicted: 0.180525314315405 Movie Vector: [0.02646466306159038, 0.060194238450157075] User Vector: [-0.4180772934142646, 0.2698755125454308] Predicted: 0.005180676250107846 Movie Vector: [-2.1693917126085482, 1.04333141309596] User Vector: [-0.03693843039069647, -0.13544611663813347] Predicted: -0.06118126350407933 Movie Vector: [0.37854493417814145, -1.9252035989947638] User Vector: [0.779915085146625, -1.251565844795191] Predicted: 2.7047519733499925 Movie Vector: [0.4130941729390276, -1.4647234882770772] User Vector: [-0.6153032901772232, 0.19424494629465666] Predicted: -0.5386933390793256 Movie Vector: [0.9393393663438829, 0.06105856710635368] User Vector: [-0.1072500989178351, 2.4438300265707373] Predicted: 0.048472519716093454 Movie Vector: [0.12146787672615723, 1.4058269602363052] User Vector: [1.0561870034743541, 0.3233442294151315] Predicted: 0.5828588278864171 Movie Vector: [-1.3573925092608843, -1.412606123965263] User Vector: [-0.15096318465320366, -0.8659772184345311] Predicted: 1.4282010179974494 Movie Vector: [-0.12942418778468573, -6.181898780918682e-05] User Vector: [0.1136711679342807, 0.019359052089961915] Predicted: -0.014712995341436039 Movie Vector: [0.476500464402998, -0.5940262322366462] User Vector: [1.264918223042019, 0.583200610733479] Predicted: 0.25629765927921755 Movie Vector: [-0.28862140980966433, 0.23986269194269572] User Vector: [-0.13638362604333618, -0.1362573226435141] Predicted: 0.006680186217404016 Movie Vector: [1.118295778181324, -0.4255233693111559] User Vector: [-1.1933456935662714, -0.8998175682135068] Predicted: -0.9516200476344432 Movie Vector: [0.7202735400157545, -0.6207800174389319] User Vector: [0.5140984396147068, -0.02259125652103569] Predicted: 0.3843157036349564 Movie Vector: [1.0965869290979366, 0.04810038747807799] User Vector: [0.7754326310142402, -0.3187796908872089] Predicted: 0.8349958609144223 Movie Vector: [1.6582871110556372, -0.4438846004599295] User Vector: [1.6591310408739925, 1.2859779710154877] Predicted: 2.1804898027691846 Movie Vector: [0.8873372382494481, -0.19661830595732088] User Vector: [-0.13686693685399465, -0.07357945013084571] Predicted: -0.10698006291768716 Movie Vector: [-0.07919386431909413, -0.671136012558802] User Vector: [1.743217148544928, -0.3490018444387206] Predicted: 0.09617560391168506 Movie Vector: [0.10775935620323232, -0.2373222436957862] User Vector: [-0.2956397506037037, -1.0894133528911347] Predicted: 0.22668407202713414 Movie Vector: [2.04226390999641, -0.8161030686804333] User Vector: [0.01948657881549229, 0.11676848056467842] Predicted: -0.055498378669805094 Movie Vector: [1.2383563964264768, -0.0812277553380274] User Vector: [-0.45260900275365984, -0.22169695605791442] Predicted: -0.5424833075343458 Movie Vector: [-0.5530175184584706, -0.6394543369186925] User Vector: [-0.332316493725061, -0.23610703426659826] Predicted: 0.3347565097414398 Movie Vector: [0.7374124082215542, -0.7950024403449549] User Vector: [0.5606106857831452, -0.4721027359884177] Predicted: 0.7887241030824081 Movie Vector: [0.0982572941800943, -0.04155504211307647] User Vector: [0.5740500233937488, 0.8880645299773497] Predicted: 0.019501043080351353 Movie Vector: [-0.39330482482910156, -1.291818618774414] User Vector: [-1.8014402257985629, -0.175881974769562] Predicted: 0.9357227421619329 Movie Vector: [0.2589844093132652, 0.4555671602285579] User Vector: [-0.536170605029451, -0.6727700740548754] Predicted: -0.4453517795586246 Movie Vector: [0.074512693098271, -0.6142262233564928] User Vector: [-0.3665728314866683, 0.5044125491411564] Predicted: -0.33713774396332413 Movie Vector: [0.48785023859039767, 1.0711605563957598] User Vector: [0.5006990217790569, -0.05773166675332475] Predicted: 0.1824262529557457 Movie Vector: [-0.6783001986836333, 0.7573485086778777] User Vector: [-0.09835921072563317, -0.28594632403374237] Predicted: -0.14984394989131364 Movie Vector: [1.2346083485635417, -1.0599036993596798] User Vector: [1.1153422585028065, 0.22601445693386069] Predicted: 1.1374573048403127 Movie Vector: [0.5274363991414317, 0.011711587603731779] User Vector: [0.8163205200309808, 0.8676755864401742] Predicted: 0.44071901427261495 Movie Vector: [0.39080477991013934, 0.3058965689177462] User Vector: [-0.179600203555479, 0.27056248036411873] Predicted: 0.01257551639894379 Movie Vector: [-0.25217634855809246, 0.5197703951313455] User Vector: [0.5920915079035356, 0.6492823104275783] Predicted: 0.18816624856736677 Movie Vector: [1.3950709565416877, 0.44938286426718727] User Vector: [1.6454024498922348, -0.6253428793177129] Predicted: 2.014434795410313 Movie Vector: [0.22891587094861715, 1.196198212996004] User Vector: [-0.3583853690015023, -1.2240967870437576] Predicted: -1.5463024880761134 Movie Vector: [-0.6900098659961591, 1.4537420324066206] User Vector: [1.2187319781139183, 0.08624457603891163] Predicted: -0.7155597236487641 Movie Vector: [0.5204054330018636, 0.048217133805433715] User Vector: [0.07113989000694693, 0.45271762021217] Predicted: 0.05885033133261788 Movie Vector: [-1.8544936066960074, -0.9327555264547538] User Vector: [1.33521402059894, 1.6298815270949067] Predicted: -3.9964268666358933 Movie Vector: [-0.6548670396954663, 0.03169916261629038] User Vector: [-0.10313055902595977, 0.37915030393066457] Predicted: 0.0795555510317829 Movie Vector: [0.30569613702016374, 0.6367509535194066] User Vector: [1.1370354314898499, 1.019179542754105] Predicted: 0.9965508847176514 Movie Vector: [-0.2718196273560489, -2.206121835882119] User Vector: [0.0766711359370745, 0.6776641837018453] Predicted: -1.5158504726592532 Movie Vector: [-0.6613306758055857, 0.7638161036305667] User Vector: [0.2513506198600204, 1.196503618035015] Predicted: 0.7476828562112009 Movie Vector: [-0.5078252311018131, 1.5283409653962612] User Vector: [0.7706862370614526, 0.40267273389431585] Predicted: 0.22404731841607167 Movie Vector: [0.5194129920333231, -0.5525002315110027] User Vector: [0.5910411352732411, -1.094559073974996] Predicted: 0.9117385862607001 Movie Vector: [0.1833206169740744, -0.583821303792984] User Vector: [0.3234071009382887, -0.938221162289993] Predicted: 0.6070406914921164 Movie Vector: [-0.10814982551703546, -0.1767114232953047] User Vector: [0.7309325268696638, 1.3198811989807167] Predicted: -0.31228831049827566 Movie Vector: [-0.3261018388673397, -0.45121900150980343] User Vector: [-0.4551296490507835, 0.19816876090176538] Predicted: 0.059001105053977904 Movie Vector: [-0.2179228590029646, 0.044659819929214514] User Vector: [0.6801208781592792, -0.4207365304430295] Predicted: -0.16700390392330525 Movie Vector: [0.34320839779506485, -0.18258532976695288] User Vector: [-0.25171917000634025, -0.13492025689983528] Predicted: -0.061757673433881166 Movie Vector: [-0.13174662667417092, -0.27262075968701177] User Vector: [0.5115922713987846, -0.4687344483903589] Predicted: 0.06038618542228526 Movie Vector: [0.2597352423722095, -1.4163096447184356] User Vector: [0.4124309637645449, -0.3211933036728046] Predicted: 0.5620320301459585 Movie Vector: [-1.0377480137991182, 0.7169816369761031] User Vector: [1.68315448912632, -0.7820624558439238] Predicted: -2.3074146478164357 Movie Vector: [0.41123372652014556, 0.6170683613410008] User Vector: [0.1957582592928756, 2.2215248482534653] Predicted: 1.4513350962561875 Movie Vector: [-0.26088619306801464, -1.408427557837443] User Vector: [-1.1767341028189022, 1.8831132324364928] Predicted: -2.3452348907541736 Movie Vector: [-0.5953437963121674, -1.7394504760631322] User Vector: [0.6448491488678387, 0.8907755209367906] Predicted: -1.9333668442945342 Movie Vector: [0.1445386407556353, 0.2845013063029648] User Vector: [-0.42352896740385937, -0.34157604732349617] Predicted: -0.15839513293452956 Movie Vector: [1.008097419302879, 1.1312070840134973] User Vector: [-0.5053077139180802, 0.2839119795608996] Predicted: -0.18823615983906922 Movie Vector: [-0.687075987404895, -0.24892374849334942] User Vector: [-0.7369701091848069, -1.0733530450720261] Predicted: 0.7735375288921242 Movie Vector: [-0.663590511869517, -0.7977039011260105] User Vector: [-0.48391726589904305, -0.22946451594736914] Predicted: 0.5041676457216512 Movie Vector: [0.1883184494941496, 1.8651447659074893] User Vector: [-0.10318238392348497, 0.3264594778160487] Predicted: 0.5894630397739147 Movie Vector: [-0.4772707021066534, 0.6070947323898068] User Vector: [0.9007987656299886, 0.8695514038383532] Predicted: 0.0979752174833945 Movie Vector: [-0.3533339430176453, -0.7319590595552488] User Vector: [0.14229654969293704, 0.7103850972507919] Predicted: -0.5702510086865653 Movie Vector: [0.46287450920153583, -0.26926226841607964] User Vector: [0.7116143956245291, 0.1580791565921859] Predicted: 0.28682341182213883 Movie Vector: [0.34685068276557945, 0.5969221590853561] User Vector: [-0.798524374368428, 1.0950723483155587] Predicted: 0.3767042260565479 Movie Vector: [0.9679840688244593, 0.48533404292508275] User Vector: [1.6456623647615825, 1.289583219995006] Predicted: 2.2188535896017205 Movie Vector: [-0.24898734138888323, -1.2323339296937772] User Vector: [-0.9701476255905347, -0.852512650003493] Predicted: 1.2921347421429852 Movie Vector: [0.8184248094479977, -0.8632247865076355] User Vector: [-0.24795962185276482, -0.8696706537858884] Predicted: 0.5477849581806327 Movie Vector: [-0.22395995032192068, -1.5615814893394795] User Vector: [0.5601829993350448, 0.7150501677287391] Predicted: -1.2420676625765503 Movie Vector: [0.7214812050232293, 0.3873819464779139] User Vector: [0.35143687509934995, -0.3914207618471608] Predicted: 0.101925763520056 Movie Vector: [-0.20898143931304364, 0.03063961339588936] User Vector: [0.33719712932101653, -0.014015287248759938] Predicted: -0.07089736440066689 Movie Vector: [1.0776206668710857, 0.11078601758712725] User Vector: [-0.7782079829598618, -0.7092549133566541] Predicted: -0.9171885328664955 Movie Vector: [-0.324069050278141, -0.5858603402282636] User Vector: [1.7922451516174562, -0.14899516195423035] Predicted: -0.49352082787540114 Movie Vector: [-0.08025177913367362, -0.22739357925712414] User Vector: [1.0412613111585616, 0.46014729944384763] Predicted: -0.18819761416957248 Movie Vector: [-0.2630156623617985, -0.906830309578874] User Vector: [-0.12706271400394475, 0.3116854108386682] Predicted: -0.2492262937168127 Movie Vector: [0.6428152990608228, -0.2246781258168487] User Vector: [-0.3780074410285987, 1.3155927204492945] Predicted: -0.5385738730208518 Movie Vector: [1.49555655146544, 0.38237938108798325] User Vector: [0.8072046478952281, 0.16816269523892302] Predicted: 1.2715221468606086 Movie Vector: [-1.59703944444189, -0.04311247976787822] User Vector: [-0.1891931855160491, 0.38331620788815046] Predicted: 0.28562326763146484
avg loss: 14.61773135218474: 25%|███████████▋ | 17705/70000 [00:28<01:23, 624.67it/s]
Movie Vector: [1.4882112804870928, 1.137827689338305] User Vector: [-0.3836027603285879, -0.9625266769119654] Predicted: -1.6660714598642101 Movie Vector: [0.681204996848296, -0.804258420969991] User Vector: [0.021433780266750094, 0.2293509486127977] Predicted: -0.16985663356023964 Movie Vector: [0.044256169330796014, -0.4713273786233572] User Vector: [-0.8464507120710253, -1.7846109591956398] Predicted: 0.8036753392166079 Movie Vector: [-0.39591910703710836, 0.5217381878513124] User Vector: [1.0028236548595022, -0.7854400564284026] Predicted: -0.8068311176544509 Movie Vector: [0.5515708825792867, -1.2931555960693293] User Vector: [-0.1680791349509788, 1.6483042816089553] Predicted: -2.22422146259573 Movie Vector: [-0.09776508193905135, -0.42706935270559765] User Vector: [-1.0695234706023884, -0.07728184528567292] Predicted: 0.13756675738122756 Movie Vector: [-0.35742759704589844, 0.03628730773925781] User Vector: [0.8118552587700948, -0.3928630888644557] Predicted: -0.30443541809629093 Movie Vector: [-0.7829604831026414, 0.6644503933949665] User Vector: [-0.25649031706841213, -0.3814938883546455] Predicted: -0.05266198163198596 Movie Vector: [0.8248078846891288, 0.7987574208117917] User Vector: [-0.07428036747033298, 0.6127110100295363] Predicted: 0.4281404333070437 Movie Vector: [-0.5715648810865147, -0.46335214473366476] User Vector: [-1.288378000873008, 0.2770917533049275] Predicted: 0.6080005606816126 Movie Vector: [1.929556499840038, 0.22382874187186325] User Vector: [0.22436274411463514, 1.8709126361305906] Predicted: 0.8516846127256226 Movie Vector: [0.690974601823233, 0.3066856589321537] User Vector: [0.1934473283443507, -1.2251993409733466] Predicted: -0.24208387653314536 Movie Vector: [-0.7941428933283706, 0.0035332042148311094] User Vector: [-1.2159560799278166, -0.09212628879713405] Predicted: 0.965317378482225 Movie Vector: [1.51404560569426, 0.045361846399603084] User Vector: [0.5785377504817956, -1.2588599621980268] Predicted: 0.8188283266013678 Movie Vector: [0.8970864517819744, 0.3915099120736252] User Vector: [-2.0270688931175407, -0.8712634081145312] Predicted: -2.159564301148316 Movie Vector: [0.4593723997540431, 0.7744983788393475] User Vector: [-0.8212285559268862, 0.6449259419541611] Predicted: 0.1222443640322558 Movie Vector: [0.38890701172112657, -1.9418321045601887] User Vector: [1.0317834762825089, 0.04046815784853086] Predicted: 0.3226854603815798 Movie Vector: [0.6121146201036471, -0.7831131483779729] User Vector: [-1.0133794042141386, -0.36163306413472707] Predicted: -0.3371047416192783 Movie Vector: [0.2169675952874437, 0.7282787211787102] User Vector: [0.4901547763099026, -0.5182649930249033] Predicted: -0.27109366321725525 Movie Vector: [1.4639748226494083, 1.1031838062948198] User Vector: [0.3834874491421948, -0.2888549113543024] Predicted: 0.24275590977142647 Movie Vector: [0.7668544674328674, -0.010548250927998735] User Vector: [1.0369703373960844, 0.4479888165680619] Predicted: 0.7904798373774581 Movie Vector: [-0.8610813846664933, -0.6994233548484148] User Vector: [-1.1393172764091029, 0.5703855570684195] Predicted: 0.5821039180629323 Movie Vector: [0.5751818645647507, -0.5792470485602735] User Vector: [0.5729598484108401, -0.8161144176069106] Predicted: 0.8022879816159735 Movie Vector: [-0.5159445368788295, -0.9878453612276857] User Vector: [-0.0795405698423333, -2.6188400533919443] Predicted: 2.6280475210108776 Movie Vector: [0.8985113667481586, 0.46656808177343045] User Vector: [-0.20052694685956998, -0.1490871445918494] Predicted: -0.24973504416192482 Movie Vector: [-0.655787179495869, 0.6629309216309378] User Vector: [0.594622248824635, -0.029519307173647674] Predicted: -0.4095149089327312 Movie Vector: [2.160212310470444, 0.38119301969259506] User Vector: [0.14589913306583374, -0.6191317768013206] Predicted: 0.07916439174924231 Movie Vector: [-1.107638688513199, 0.027833716857458647] User Vector: [-0.7788264827561685, -0.28603342419406186] Predicted: 0.8546969705986033 Movie Vector: [-0.7740202261608722, -0.09040113007705357] User Vector: [0.02987200954564978, -0.41451448482838804] Predicted: 0.014351038277390381 Movie Vector: [0.533194180971781, 0.5341116486611988] User Vector: [0.7543290839400917, 0.8034724390445076] Predicted: 0.8313478671665275 Movie Vector: [0.6584137625163708, 0.5508042522397324] User Vector: [1.3920761902506877, 0.06667721079315161] Predicted: 0.9532882133647635 Movie Vector: [-1.1070355144618458, -0.21132819330853156] User Vector: [-0.8086248753410525, -0.6520103937307382] Predicted: 1.0329646334053293 Movie Vector: [-0.078778710952867, -1.206865011620293] User Vector: [0.04647541246176162, -0.3606107224178207] Predicted: 0.4315471906164451 Movie Vector: [-0.9074886372331956, -0.28755455734072105] User Vector: [-0.3553831710622515, 0.41217346104288144] Predicted: 0.20398383246511553 Movie Vector: [-0.4445337360978586, -0.2572001992235554] User Vector: [0.33402020150577527, -0.5732241308614348] Predicted: -0.0010498874502114508 Movie Vector: [0.11192257037357217, 0.20391858814099975] User Vector: [0.8607170146019166, -0.4430946744706411] Predicted: 0.005978420207664939 Movie Vector: [0.047035408975924585, -0.015335486894258371] User Vector: [-0.17583392110233345, -0.048955714988968474] Predicted: -0.007519660665276337 Movie Vector: [0.23603006878119068, 2.0146431880321667] User Vector: [0.5923271616134175, -0.054302252858700883] Predicted: 0.03040735688000039 Movie Vector: [0.17426939118826426, 0.32728693081509846] User Vector: [0.10299897973420952, -0.15302610570736838] Predicted: -0.03213387498025836 Movie Vector: [0.5907211119420233, 0.06451581867870737] User Vector: [0.9251045449400059, -0.05915117237476414] Predicted: 0.5426625991380165 Movie Vector: [-0.11011516422048388, -0.29244008102543384] User Vector: [1.3685044613282615, -1.4154576731783164] Predicted: 0.26324346313671254 Movie Vector: [0.9504994175937473, -0.6274672597867752] User Vector: [-1.6325073556009615, 0.25330059883797995] Predicted: -1.710635123371439 Movie Vector: [0.2838791810022142, 1.4555480397957956] User Vector: [0.5110659281265066, 0.11246057455116021] Predicted: 0.3087727459569394 Movie Vector: [-0.5359722063442987, -0.08394738742509811] User Vector: [0.990426593623432, -0.05201700133637534] Predicted: -0.5264744352425423 Movie Vector: [0.23245434147188418, 1.0577231956143947] User Vector: [-1.5165667858276446, 0.17676303314651504] Predicted: -0.1655661732114721 Movie Vector: [0.18368823839954743, 0.3132933018227071] User Vector: [-0.01292833603204771, 0.051521651937501786] Predicted: 0.013766605179695971 Movie Vector: [-0.2992653896069709, -0.9238950167638684] User Vector: [-1.698151409665037, 0.6441723074508446] Predicted: -0.08694964156608376 Movie Vector: [-0.21617618013474843, -0.013624575764480742] User Vector: [0.4977287356147473, 0.814370351580169] Predicted: -0.11869254736394502 Movie Vector: [0.4128218516098483, 0.1335153901389249] User Vector: [-0.7182514161775443, 0.03319542095565134] Predicted: -0.29207777996809 Movie Vector: [-0.6333134994961107, 0.36503154146647976] User Vector: [0.4123424254294217, 1.2664226165798196] Predicted: 0.2011421754387231 Movie Vector: [-0.6511771767713656, -0.8213269026286671] User Vector: [-0.42872706295687735, 0.3889330925114292] Predicted: -0.04026393374046211 Movie Vector: [1.133112816067468, -0.3337772116238853] User Vector: [0.46290727875173565, 0.45112916705512196] Predicted: 0.37394953474264303 Movie Vector: [-1.800282202241023, 0.4060532707261505] User Vector: [0.19152305653117563, 0.16331643557576056] Predicted: -0.27848037716300256 Movie Vector: [-0.4400503766941961, -0.18608570491686544] User Vector: [-0.9102694461480909, -0.6806135645203418] Predicted: 0.527216867600433 Movie Vector: [-0.2538416698671553, 0.9446574596151681] User Vector: [0.07365183262086578, 1.1106645507506547] Predicted: 1.0305016488154786 Movie Vector: [0.6138029031185899, -0.23573479431926597] User Vector: [-0.12711708502285807, 0.9247129607300293] Predicted: -0.2960118554250558 Movie Vector: [0.006507114309170024, 0.5278751936704176] User Vector: [-0.10956338393876777, -0.10185268920946021] Predicted: -0.0544784495056857 Movie Vector: [0.4244676696006036, 0.6324073278209201] User Vector: [-0.3779046960833824, 0.18418526079586517] Predicted: -0.04392821707372531 Movie Vector: [-0.037016628241323214, -1.1658241723556881] User Vector: [-0.033460947006091084, 0.5807075485012305] Predicted: -0.6757642856762206 Movie Vector: [0.13876091562854112, -0.1446730415958335] User Vector: [1.5158732645277275, -0.2751808015547709] Predicted: 0.25015520571240135 Movie Vector: [0.8937069048454112, -0.6553436505092065] User Vector: [-0.4096651416759117, 0.6807871156772158] Predicted: -0.812270079397776 Movie Vector: [-0.4636383440532301, 0.6757569920159263] User Vector: [0.44268442288527515, -0.1256858969383991] Predicted: -0.2901785964186051 Movie Vector: [0.006113909013131871, 0.24187998804583302] User Vector: [-1.0864534284422553, -0.8566544446927893] Predicted: -0.21385004425020274 Movie Vector: [0.038338041007187684, -0.6159884190854937] User Vector: [0.8105873723155307, 0.24203274011725875] Predicted: -0.11801303303201904 Movie Vector: [-0.829635204649573, -0.21849043847804614] User Vector: [0.8822678168306282, -0.3140935016780343] Predicted: -0.6633340138672715 Movie Vector: [1.143706790484668, 1.3626199860487584] User Vector: [-0.16568423485395578, -0.7748948178060447] Predicted: -1.2453813503068536 Movie Vector: [0.04220361842818021, -0.37312535130547897] User Vector: [-0.3536670971459095, 0.47278420228224644] Predicted: -0.19133380278679193 Movie Vector: [0.23713524028650693, 1.393684030158773] User Vector: [1.8393842134804448, 0.10566315166628545] Predicted: 0.5834438644964393 Movie Vector: [-0.01974114421991631, 0.30010187948297623] User Vector: [0.8869100428211877, 0.30790134090231813] Predicted: 0.07489315203468905 Movie Vector: [0.6681050373549552, 0.4253128291201294] User Vector: [1.1783518571423799, 1.1052397517142425] Predicted: 1.2573354571910045 Movie Vector: [-0.14496219131660146, -0.3718918583340157] User Vector: [0.8021293014741289, 0.2505753504925241] Predicted: -0.20946535400830668 Movie Vector: [-1.0160624376065956, -0.5746238647111164] User Vector: [-0.15508818687280496, 0.24149452836557167] Predicted: 0.018810762001956333 Movie Vector: [0.1403755367713684, 0.5148672359920852] User Vector: [-0.2626771819673229, -0.14431962511706503] Predicted: -0.11117889689969056 Movie Vector: [0.791062545296794, -0.9591926621465542] User Vector: [-0.878724707973934, 0.8156577241603467] Predicted: -1.4774991079428048 Movie Vector: [0.48632619710034286, -0.8169041150154359] User Vector: [1.089696947200857, -0.06177221186963762] Predicted: 0.5804101463939583 Movie Vector: [0.6526909023309936, 0.6194400489654194] User Vector: [0.44552764925655464, -0.3409009881027315] Predicted: 0.07962411864395122 Movie Vector: [-1.3134752570466417, -0.21587384557148553] User Vector: [-0.8811425646127824, 1.026109151002576] Predicted: 0.9358488281464933 Movie Vector: [-0.18542443122206909, -0.49985391248766287] User Vector: [0.47942545300857536, -0.46799059407980087] Predicted: 0.14502973752071624 Movie Vector: [-0.10888811760512293, 0.0034356277223285985] User Vector: [-1.0238062136670976, -0.5310120914579528] Predicted: 0.10965597153633391 Movie Vector: [-0.11448862652898735, -0.6021273053671026] User Vector: [-1.3294969728072812, -0.6362298427402107] Predicted: 0.5353036431944506 Movie Vector: [-0.8821736992362554, -0.8763689460425422] User Vector: [-0.2189245775095416, 1.7374461290475514] Predicted: -1.3295143285237707 Movie Vector: [0.5200353884078195, -0.21643543480510613] User Vector: [0.679159590079561, 0.4386391407537947] Predicted: 0.25824996806633427 Movie Vector: [-0.7204884797656514, -1.0475201650557042] User Vector: [-0.03794954097934615, -0.3686434535491596] Predicted: 0.4135036583965339 Movie Vector: [0.21281157792140792, -0.5513279814521188] User Vector: [-1.2761529149761224, -0.6385852070018274] Predicted: 0.08048977765642801 Movie Vector: [0.5607236347432298, -1.5696235078913394] User Vector: [0.6072498162992055, 0.48351877575360913] Predicted: -0.41844311273725676 Movie Vector: [0.12030020411528741, 0.5807268021068269] User Vector: [-0.3514045602704062, 0.4527809443163353] Predicted: 0.220667989520162 Movie Vector: [0.916622441699008, 0.05415406034520855] User Vector: [-0.5722896676556186, -0.4136882388416738] Predicted: -0.5469764503759419 Movie Vector: [-1.0789775961686179, -0.12039390968617263] User Vector: [-0.7324992755153785, -0.9045856939060657] Predicted: 0.8992569158263679 Movie Vector: [-0.12013230528252951, 0.2943039969375575] User Vector: [0.3046653906808939, -0.198172820946309] Predicted: -0.09492320901118792 Movie Vector: [-0.8816491182434059, -0.413497073654492] User Vector: [-0.5803924878918942, 0.11818180894069585] Predicted: 0.46283469302881314 Movie Vector: [-0.7341828572717484, -0.45625913973677557] User Vector: [-0.4284008527404901, -0.1286778620475427] Predicted: 0.37323501276364585 Movie Vector: [1.3199525314152591, -0.8865279585885044] User Vector: [0.3319901260164357, -0.11487963396863285] Predicted: 0.5400552146258719 Movie Vector: [-0.23734773277550653, 0.02435196364245784] User Vector: [0.05573363662197012, 1.5980488806636544] Predicted: 0.025687375949233215 Movie Vector: [-0.8233778102400338, -0.48305043994070557] User Vector: [0.459177790429371, -1.6171474669750736] Predicted: 0.40308699177671437 Movie Vector: [1.1195855715272645, -1.3004607743246215] User Vector: [0.49670267358296016, -0.2330425675449389] Predicted: 0.8591638645225879 Movie Vector: [-0.02502164543335722, 0.4151517096904506] User Vector: [1.0328804179461395, -0.005394217270270743] Predicted: -0.028083786115100776 Movie Vector: [-0.14149283974118315, 0.4368259616031525] User Vector: [0.629843632753812, -0.8734002366174581] Predicted: -0.4706422624160818 Movie Vector: [0.7986904712698979, -0.6665151218298491] User Vector: [-0.3956202868900253, 0.43423532434564754] Predicted: -0.6054025634891897 Movie Vector: [-0.06660844198457155, -1.360728870530002] User Vector: [-0.17526075435326724, -0.10394796396644548] Predicted: 0.15311884139046655 Movie Vector: [-0.26947433701748136, 1.220031084000215] User Vector: [0.4801281941498052, 0.8886308434204262] Predicted: 0.9547750243723285 Movie Vector: [1.2086464479744616, -0.2601654409497728] User Vector: [0.9021996548405276, 0.3271097004872968] Predicted: 1.0053377687205631 Movie Vector: [-0.8452811304364274, 0.23774714661072244] User Vector: [-0.7308548549656876, 0.37931117778038503] Predicted: 0.7079579681851866 Movie Vector: [0.7894551589070747, 0.02705014431577968] User Vector: [-0.6020327121376428, -0.1419891949466522] Predicted: -0.4791186586424683 Movie Vector: [0.7393169424231029, 0.48843859515558435] User Vector: [0.5920869626929858, 0.4639175182748679] Predicted: 0.6643351438010017 Movie Vector: [-1.7380736744204621, 0.09059641074652718] User Vector: [-0.026124768897560213, 1.0740439488800384] Predicted: 0.14271129982372588 Movie Vector: [-1.3816569659777722, -1.5517954685911466] User Vector: [-0.6464159375807126, -0.4835651141698064] Predicted: 1.6435192360149102 Movie Vector: [0.48025116021286085, 1.0220413019732848] User Vector: [0.5582197437661924, 0.35423471128400397] Predicted: 0.630128185122274 Movie Vector: [-0.23885639742219683, 0.3416179753653314] User Vector: [-1.0049278752817694, -0.7205073555989622] Predicted: -0.0061048120966001596 Movie Vector: [1.086163177057558, -1.021896255573936] User Vector: [1.477384640346707, 0.025030183262354448] Predicted: 1.5791025441428874 Movie Vector: [0.6540104451872517, -0.8264097183179256] User Vector: [0.4301321002765635, -0.2365414014093472] Predicted: 0.4767909993004289 Movie Vector: [0.601551020973189, -0.7046130364056867] User Vector: [0.8728237241431467, 0.22795444375113752] Predicted: 0.36442832961427274 Movie Vector: [0.9767425501207049, 0.6988770350651679] User Vector: [-0.08125849110921943, 0.5994762559799808] Predicted: 0.3395915625462769 Movie Vector: [-1.8805463842245056, 0.1266171391858069] User Vector: [-0.2724931252928191, -1.1403899849564256] Predicted: 0.36804304404411814 Movie Vector: [-0.004578388082130812, -0.0442697761848862] User Vector: [-0.3117614612080354, -0.16765232377718528] Predicted: 0.008849295808954624 Movie Vector: [0.8340347348499703, 0.17930022606249482] User Vector: [0.09608771668773419, 0.13862588191615619] Predicted: 0.10499614527567297 Movie Vector: [0.5044936034163484, -0.8314821061777788] User Vector: [-1.0662119147229008, 0.816067248783684] Predicted: -1.2164424056653635 Movie Vector: [-0.05028120063421489, 0.24886860822000192] User Vector: [0.18634101214807294, -0.36964347567617084] Predicted: -0.1013621071473327 Movie Vector: [0.6388862119266192, 1.0697607633315496] User Vector: [1.2360618415237017, 0.11757495278560097] Predicted: 0.9154799388787143 Movie Vector: [0.02046099492186325, 1.6196863569835285] User Vector: [-0.05926107400113116, 1.3060208475389008] Predicted: 2.1141316081606214 Movie Vector: [-0.1451656601562257, 0.4346649402995928] User Vector: [0.03737013939576884, -0.5001006347517494] Predicted: -0.22280107350367456 Movie Vector: [0.311174958446624, 0.6286685964377902] User Vector: [0.5279118439870483, -0.12958816232017326] Predicted: 0.08280493799537456 Movie Vector: [0.8206471031068808, 0.1374245907026644] User Vector: [-0.17735530207146416, 0.13828568704558228] Predicted: -0.12654226092331697 Movie Vector: [-0.13109244008483756, 0.18589465621379878] User Vector: [0.5125383830596457, 0.6507866854420294] Predicted: 0.05378785988633754 Movie Vector: [-0.6391260702249555, -1.8418815349647475] User Vector: [0.6132469005296118, 0.12425893521599815] Predicted: -0.6208123199418528 Movie Vector: [-0.5889418418034394, -0.001836915425755467] User Vector: [-1.2481941640032646, -0.7110175524989353] Predicted: 0.7364198489865552 Movie Vector: [-0.31838047774268874, 0.637044857583026] User Vector: [0.4813712300009297, 0.010066015689300156] Predicted: -0.14684669864806296 Movie Vector: [-0.057493850035209744, 0.43676384651644057] User Vector: [0.4840963636766141, -0.06889286775968384] Predicted: -0.0579224776560816 Movie Vector: [0.5892285604257526, -0.05696879142200248] User Vector: [0.272397295267273, 0.14612838255391947] Predicted: 0.1521795088076551 Movie Vector: [0.7520016835857213, 0.34907305019502244] User Vector: [0.0582940395421461, 0.7410982301042479] Predicted: 0.3025346355553289 Movie Vector: [0.1953797491620861, -0.433508952066587] User Vector: [0.3509356716157671, -0.5121281303309544] Predicted: 0.29057785259590935 Movie Vector: [-0.6137238944557999, 0.3383037847936058] User Vector: [0.3835492402070915, -0.5844911771861725] Predicted: -0.43312891083601146 Movie Vector: [0.27055086622712693, -0.1360577378134344] User Vector: [0.6319096160206598, 0.01356996163331542] Predicted: 0.16911739570959666 Movie Vector: [0.03368980509520038, 0.07941544865719002] User Vector: [-0.23815636019603598, -0.03867383442469524] Predicted: -0.011094741269317842 Movie Vector: [1.2964119413028041, 1.3657353532575098] User Vector: [0.6484185652370266, -0.16254209669742092] Predicted: 0.6186280830834441 Movie Vector: [0.0007321739489019596, 0.9901781757783559] User Vector: [0.3260943024442654, -0.06295671241742] Predicted: -0.06209960490134846 Movie Vector: [-0.3354266072515127, -0.714053710832361] User Vector: [1.0141446285667073, 0.32154952132810555] Predicted: -0.5697747209431794 Movie Vector:
avg loss: 14.621538861812978: 25%|███████████▍ | 17845/70000 [00:29<01:18, 662.49it/s]
[1.3416601169321098, -0.013924038723154158] User Vector: [-0.13295129593669927, 0.3166255093154329] Predicted: -0.18278415710515397 Movie Vector: [-0.08903858702038513, -0.8666232724359546] User Vector: [0.5987523656742075, 1.6347045379109455] Predicted: -1.469985060725033 Movie Vector: [0.42044488760611665, 0.1397092144082081] User Vector: [-1.31050483980872, 0.4313364706134154] Predicted: -0.49073338062563976 Movie Vector: [-0.3342308768233617, -0.09454280062871671] User Vector: [-0.01358966530379982, 1.286104374910083] Predicted: -0.11704982375461927 Movie Vector: [0.7529513926570869, 0.07280983685812495] User Vector: [-0.014261008872869158, -0.6855904180819563] Predicted: -0.06065557298356282 Movie Vector: [-1.5349857319671454, 0.7587266245083386] User Vector: [0.918010061899168, -0.6245433141346994] Predicted: -1.8829899874101703 Movie Vector: [0.2929563610079177, 0.32743198274336066] User Vector: [0.11893522272847312, -0.1230970170547227] Predicted: -0.005463070317821464 Movie Vector: [0.6313207935874959, 1.1285826798237233] User Vector: [-0.054051216208138214, -0.6297795094792964] Predicted: -0.7448819032171053 Movie Vector: [-0.2323961297689909, 0.1663291271949581] User Vector: [1.5139205631167778, -1.427325676941096] Predicted: -0.5892351137145957 Movie Vector: [0.721429087017257, 0.007153235906708452] User Vector: [0.03757982461559917, 1.1561297312882115] Predicted: 0.03538124726936438 Movie Vector: [0.019464011664315925, -0.538477986324446] User Vector: [-0.4179424927941219, -1.2020507438231132] Predicted: 0.6391430264389144 Movie Vector: [0.6486525539641451, -0.02509060389396666] User Vector: [0.15574559282409572, -0.3919411526269511] Predicted: 0.1108588167643171 Movie Vector: [0.32633964486530054, -0.1787247438547809] User Vector: [-0.4882643748409074, 0.4715149092276625] Predicted: -0.24361140406138393 Movie Vector: [0.0014197937248247305, 0.07417517258144862] User Vector: [-0.5241675860883048, 0.08040179584526264] Predicted: 0.005219607233196053 Movie Vector: [0.10374043951909806, -0.15608653842505865] User Vector: [-0.866368011352504, -0.5497131245191886] Predicted: -0.004074579549972299 Movie Vector: [0.5744679241143403, -0.7581432616051811] User Vector: [0.4735976122892952, 0.01086305459961294] Predicted: 0.26383088555219386 Movie Vector: [-1.2529199185388222, -0.025522568034517835] User Vector: [-1.0750947127895374, -0.8526566925418289] Predicted: 1.3687695684152714 Movie Vector: [-0.2764830002114706, 0.6634748621092919] User Vector: [1.052636050367717, 0.6739865664013456] Predicted: 0.15613717087022877 Movie Vector: [-0.5237169632276615, -2.1742743392474426] User Vector: [-0.683737710595377, 0.5792287613539601] Predicted: -0.9013171949287516 Movie Vector: [-0.2967146344586489, 1.2048946303258146] User Vector: [0.7376493317036611, -0.9309137311934976] Predicted: -1.3405243078267324 Movie Vector: [0.8548360210413742, 0.5789511847627574] User Vector: [-0.8961762539996262, 0.6846216962094254] Predicted: -0.369721200986069 Movie Vector: [-0.12099531257080631, -0.01530152062041544] User Vector: [0.2078812199841511, 0.6797577564018683] Predicted: -0.035553980516053435 Movie Vector: [-0.6966680905831968, 0.7039500406525488] User Vector: [0.5403464905756612, -1.070351324969863] Predicted: -1.1299160165677218 Movie Vector: [-0.10212211466533837, 0.1565372864327711] User Vector: [-0.8951253737450166, 1.0797411317129948] Predicted: 0.2604318428656439 Movie Vector: [-0.3439807891845703, 1.0885334014892578] User Vector: [0.24887823942122245, 0.05570298028284336] Predicted: -0.024974778606605998 Movie Vector: [0.12477622104693395, 1.6367046789239879] User Vector: [-0.5178158347824587, 0.2765658173171576] Predicted: 0.38804546417101005 Movie Vector: [-0.28005151163781195, -1.1074302255780053] User Vector: [0.5541795390370448, -0.2998051365303598] Predicted: 0.1768144523511908 Movie Vector: [-2.6165808388057052, -0.5552481659514159] User Vector: [1.5769986082597598, -0.08423863778520277] Predicted: -4.079570992063273 Movie Vector: [-0.025839350614427894, -0.856157709976852] User Vector: [0.5338217971931501, -0.3675640385122963] Predicted: 0.30089917689923323 Movie Vector: [0.221792990292708, -0.853391271596135] User Vector: [-0.2835993958574383, 0.14674058415654775] Predicted: -0.1881274917605426 Movie Vector: [0.8225565711249528, 1.306950458746054] User Vector: [-0.043426991372124676, 1.114585145422037] Predicted: 1.420986410003541 Movie Vector: [-1.7819294876618708, -0.5391586489503417] User Vector: [1.3442314688357186, -0.07921421536144646] Predicted: -2.352616663229457 Movie Vector: [1.3900878314348704, 1.506997328260905] User Vector: [0.32619519197444974, 0.07348437662005787] Predicted: 0.5641807262715894 Movie Vector: [0.5963971894026062, 1.058644861100183] User Vector: [0.044109220155491985, -1.5427484745744688] Predicted: -1.6069161296509318 Movie Vector: [-0.09694777020400905, -1.3787232664126274] User Vector: [0.3219816929376614, -1.3173879049736283] Predicted: 1.7850979483009106 Movie Vector: [-0.8469269282935394, -0.30780379728345814] User Vector: [0.4673903187290742, 0.8124582627497734] Predicted: -0.645923185364055 Movie Vector: [1.3217789639682023, 0.2290246861523793] User Vector: [0.3083179045172378, -0.009781187387693797] Predicted: 0.4052879870339775 Movie Vector: [0.13946875607837728, 0.8906837154927993] User Vector: [0.49727420697229274, 0.2764127884599548] Predicted: 0.31555058451152496 Movie Vector: [-0.17900092930067035, 0.35184169115815833] User Vector: [0.08892706745870858, 0.8219575481323574] Predicted: 0.27328090608000977 Movie Vector: [0.38148091975776244, 0.5717607670933359] User Vector: [-0.6508573798094266, 0.6928787967615572] Predicted: 0.14787124045826813 Movie Vector: [0.1319037550765669, -0.4943051224283096] User Vector: [0.45150480010377075, 0.007855160361411928] Predicted: 0.055672332564640346 Movie Vector: [-1.0036145261932838, -0.2683172999771812] User Vector: [-0.9364919425394754, -0.6030982945184257] Predicted: 1.1016986232016104 Movie Vector: [-0.029928815322730007, -0.5923005229543852] User Vector: [0.6590134006573837, -1.2564488564371146] Predicted: 0.7244718243696631 Movie Vector: [-0.5719311453406858, 0.4568634824132666] User Vector: [-0.5129621634485059, 0.11814734951697015] Predicted: 0.34735624719576036 Movie Vector: [0.6343914322118909, -0.1425779239535771] User Vector: [-0.5029868597039087, -0.419991853974226] Predicted: -0.259208987694265 Movie Vector: [0.19106624754429263, -0.0384129585424395] User Vector: [0.707249790519065, 0.5935898329513003] Predicted: 0.1123300219065929 Movie Vector: [-0.7940772753874823, -0.4047647478111908] User Vector: [-0.45094164578295637, 0.13118868482337354] Predicted: 0.30498195851386256 Movie Vector: [0.33317166496458583, 0.3217336967259038] User Vector: [-0.20053159084616723, -0.385878855443733] Predicted: -0.1909616746504875 Movie Vector: [0.6413657283059411, -0.3614203099896854] User Vector: [0.6350112542585267, -0.24991114749185778] Predicted: 0.4975974199663743 Movie Vector: [1.099886521441978, 0.5886961864692609] User Vector: [-0.011534822628840995, -0.9344911864740865] Predicted: -0.5628183937031158 Movie Vector: [1.5547212100181853, -0.8007109284390165] User Vector: [0.171003710886378, -0.4402558183605543] Predicted: 0.6183807413770279 Movie Vector: [0.40054715196405744, 0.20225828662464665] User Vector: [-1.0727727113446852, 0.19213655054065487] Predicted: -0.39083484472355084 Movie Vector: [0.5664345464011382, -0.40621962854577753] User Vector: [-1.1125495775550118, -0.6501674710148199] Predicted: -0.3660757267429634 Movie Vector: [0.8198650553132504, -0.7320149055910306] User Vector: [0.17995776998480215, 0.3133780713870552] Predicted: -0.08185633229805545 Movie Vector: [-0.2210450280544228, 0.3988070393836716] User Vector: [0.15022589228984914, -0.4338996078782662] Predicted: -0.2062489045833778 Movie Vector: [0.3190440662496672, -2.6319174302774515] User Vector: [-0.37044806801274127, 0.10735851608275411] Predicted: -0.4007480077200409 Movie Vector: [-0.905476705024481, -0.004901944931189428] User Vector: [-1.2584632669112334, 0.13114471524777271] Predicted: 1.1388663081449664 Movie Vector: [-0.917816140934911, -0.9650298945949047] User Vector: [0.5295205908524703, -0.5100796545478712] Predicted: 0.0062395700215493455 Movie Vector: [0.34181124492886955, -0.1382730820613468] User Vector: [1.7232478254895058, 1.3284835144730103] Predicted: 0.4053319745376624 Movie Vector: [0.6626284426643338, -0.35515022112731914] User Vector: [-0.8367272291520645, -1.109494486042684] Predicted: -0.1604020487302752 Movie Vector: [-0.6498386705804717, -0.7859916520214398] User Vector: [-0.3309451117177988, 0.5515451169809018] Predicted: -0.21844892622637724 Movie Vector: [1.3106525127709803, 0.059921036580537754] User Vector: [-0.6762746721773102, -0.4428573184399822] Predicted: -0.9128975679907635 Movie Vector: [0.7153224945068359, -0.33143043518066406] User Vector: [-0.11269201240424938, 1.1888320143943596] Predicted: -0.47462624331143105 Movie Vector: [-0.4594795848119473, 0.06461512754745699] User Vector: [-0.8069826894455113, -0.65169690769181] Predicted: 0.32868259228406255 Movie Vector: [1.018285955189262, 0.02585869078248535] User Vector: [0.26111696891686215, -0.5170026841805525] Predicted: 0.25252272956569194 Movie Vector: [-0.4674536602396472, -0.5392946554183615] User Vector: [-0.5601990025875152, 0.014814931655512849] Predicted: 0.2538774607599272 Movie Vector: [0.03090529816296101, 0.42418356026799114] User Vector: [-0.20253961761295183, -0.7070675523967923] Predicted: -0.30618597899778616 Movie Vector: [0.006981906362958895, -0.3244263867930111] User Vector: [0.5853494194249755, -0.6563320540244449] Predicted: 0.21701829165962355 Movie Vector: [-0.1392769829997505, 0.5844636321156141] User Vector: [0.5542007953523158, 0.4158431253259741] Predicted: 0.16585776866559468 Movie Vector: [1.3280901144915207, -1.0409604284503606] User Vector: [0.6801676415965935, -0.42249053723591024] Predicted: 1.3431198516587637 Movie Vector: [-0.07388944285634866, 0.1387315388012086] User Vector: [0.7061683744424567, -0.16728422563307235] Predicted: -0.07538598578957123 Movie Vector: [0.6271430807472619, 1.0351460060766093] User Vector: [0.11860327828007801, 0.11462867352641924] Predicted: 0.19303863891002537 Movie Vector: [-0.06437528616884297, 0.5957146523260072] User Vector: [0.029892436122620422, 0.27553595210621895] Predicted: 0.16221646978259405 Movie Vector: [0.6776381547011097, 0.30628531467607395] User Vector: [-0.5332313894312576, -0.16139440496303914] Predicted: -0.4107706708739683 Movie Vector: [-0.5201721745587541, 0.015601470160358406] User Vector: [-0.0575246705396384, 1.4434740362786926] Predicted: 0.052443050069633734 Movie Vector: [-0.44607717660147783, -0.14632593056813775] User Vector: [-0.88471726948048, -0.5589470688016438] Predicted: 0.4764406316411548 Movie Vector: [-1.7769784590406283, 0.4996813244510307] User Vector: [0.21426050417471962, 0.21844980159357502] Predicted: -0.27158101435531895 Movie Vector: [-0.6384416250136284, -0.17608887819547525] User Vector: [-0.8415398197318947, -0.6468372502555767] Predicted: 0.6511748957958572 Movie Vector: [0.1563120089039721, -1.1807440856107125] User Vector: [-0.5502980123333727, 2.0595609352821147] Predicted: -2.5178325810929167 Movie Vector: [-0.5231300938379619, 0.22960415049022675] User Vector: [-1.244460094634117, 0.45328241343762266] Predicted: 0.7550900495530498 Movie Vector: [0.22788780958513796, 0.14422001236447257] User Vector: [-1.2911542495222217, -0.2525363053081874] Predicted: -0.33065910283418676 Movie Vector: [-0.819825449437168, 0.621593571992868] User Vector: [0.05769592972715995, -1.4145484009582312] Predicted: -0.9265747848276907 Movie Vector: [0.07445491635385396, 1.0816706122496114] User Vector: [0.6926176144463014, -0.1418419200272863] Predicted: -0.10185744992976993 Movie Vector: [0.5742211854965984, 0.2951681923958881] User Vector: [0.14001645201502308, 0.4590992415323874] Predicted: 0.2159119063185322 Movie Vector: [-0.2439997650683332, 1.0930727044629607] User Vector: [0.44320074498786977, 1.0558179541822064] Predicted: 1.0459449089433441 Movie Vector: [-0.44695500837710483, 0.2475045089171668] User Vector: [-0.39983366922768343, -0.6168373305627035] Predicted: 0.026037640396409795 Movie Vector: [-0.06921971269552753, 0.08501053005977707] User Vector: [0.035675544361034095, 0.6831446822173314] Predicted: 0.05560504061188598 Movie Vector: [-0.19937025593767527, 0.33620348297302344] User Vector: [1.1397377438278382, 0.5986666158179301] Predicted: -0.02595600431112363 Movie Vector: [0.1972924434419053, 0.041391056657856404] User Vector: [0.848940800273055, -0.0067532601938702225] Predicted: 0.1672100802480878 Movie Vector: [-1.1152608041944765, -0.16520114978360048] User Vector: [0.4222532195786043, 0.12458580297273739] Predicted: -0.4915041831387504 Movie Vector: [-0.3367485966348369, 0.14373020992369534] User Vector: [-0.4073843800278239, -0.13531970217687198] Predicted: 0.11773658906462904 Movie Vector: [-0.3784663379674488, -0.35291266647972525] User Vector: [0.9534304468642648, 0.002118449425872794] Predicted: -0.36158895736707375 Movie Vector: [0.14556780106368855, -0.6097837668562262] User Vector: [0.877047200906539, -1.1740886921069924] Predicted: 0.8436100577613297 Movie Vector: [0.05561644850012795, 0.10805288830571783] User Vector: [-0.9250849203880067, 0.5834685206858867] Predicted: 0.011595521062569988 Movie Vector: [1.7308219909420821, -0.6375797563946615] User Vector: [0.35899144967958413, 0.3473934218626633] Predicted: 0.3998592823812973 Movie Vector: [0.32368354539877775, 0.6311812180054174] User Vector: [0.6583554215625637, -1.578147978998588] Predicted: -0.782998546593239 Movie Vector: [0.007413277213993499, -0.026367088633171713] User Vector: [0.5606733644731071, -0.23162128584677968] Predicted: 0.010263606050592799 Movie Vector: [0.39884518094814136, -0.04255895262460206] User Vector: [0.8774945456166604, -0.15947774563168443] Predicted: 0.35677167664850123 Movie Vector: [1.0980371799216218, 0.43887217901271136] User Vector: [0.0191757345691463, -0.38334931408938405] Predicted: -0.1471856792882053 Movie Vector: [-0.05182682713880163, 1.0908575106341167] User Vector: [-0.7929291004045805, -0.6481200418816484] Predicted: -0.6659116160591008 Movie Vector: [0.6885433197021484, -1.391458511352539] User Vector: [1.1477259067721175, 0.44646534948654026] Predicted: 0.16902099538999993 Movie Vector: [-0.5855703329345124, 0.5468621251447585] User Vector: [0.5867075046688532, 1.5404024941935468] Predicted: 0.49882927270885213 Movie Vector: [-0.776767484877488, -1.3297317696002593] User Vector: [-0.3682368800497711, -0.0868186230724474] Predicted: 0.40147991644777736 Movie Vector: [1.0060854321915114, -0.5083901013943325] User Vector: [-0.9163971708546512, -0.35180087709726254] Predicted: -0.7431217601202877 Movie Vector: [0.2516927816895045, 0.02213069129531954] User Vector: [-0.5087648229858495, 0.39528902621234] Predicted: -0.11930441411154402 Movie Vector: [1.225275308517779, 0.3721978522505401] User Vector: [0.8201695963558365, -0.3304475176891732] Predicted: 0.8819416988463673 Movie Vector: [-1.313665337649768, -1.296774969005746] User Vector: [1.4967767076122305, -0.7182570320346693] Predicted: -1.0348459385368116 Movie Vector: [0.40406924464982397, -0.007121521864569616] User Vector: [0.24053349778027222, 0.5090759845154009] Predicted: 0.09356679300660098 Movie Vector: [-1.1035729795280307, -0.9683300514559674] User Vector: [0.21803360972017488, 0.18667053745275333] Predicted: -0.42137469145308293 Movie Vector: [-0.8741766744600793, 0.059485839305131544] User Vector: [-0.8430073910204052, -0.5848612150806141] Predicted: 0.7021464373713961 Movie Vector: [-0.35883163979590016, -1.5965860014785835] User Vector: [-0.5639380524223468, -0.16056303967272006] Predicted: 0.4587115175903323 Movie Vector: [-0.47097046074211346, 0.3057821226230486] User Vector: [-0.3371193447508096, 0.13854864279175833] Predicted: 0.2011389512017746 Movie Vector: [0.4683252418248214, -0.6127949139746517] User Vector: [1.0250267361963716, 0.313772553204868] Predicted: 0.2877676693572892 Movie Vector: [-0.532979470817192, 0.33697662017091917] User Vector: [-0.38473593812250184, -0.4026075631729883] Predicted: 0.06938702081160353 Movie Vector: [0.33625869563097527, 0.3653830046768649] User Vector: [0.29441141358631184, 0.23619853247903244] Predicted: 0.18530132740885974 Movie Vector: [1.336718765141963, 1.3556314543112549] User Vector: [0.5402516684778793, 0.5367857939207153] Predicted: 1.449848249619997 Movie Vector: [-0.4259162049783647, -0.4559738693750792] User Vector: [-0.5374261283961416, -0.15292114472694546] Predicted: 0.29862654313311177 Movie Vector: [0.045666169509284434, 0.9815030881884887] User Vector: [0.5184495921500056, -0.02853004687016031] Predicted: -0.004326722152083132 Movie Vector: [-0.38584758179286077, 0.5843149049330233] User Vector: [0.17173938756390908, -0.0640787648833464] Predicted: -0.10370740480115934 Movie Vector: [-0.944529580495825, -0.38149538844453357] User Vector: [-0.9342460858867839, -0.4529281672099974] Predicted: 1.0552130706697591 Movie Vector: [0.316068835001702, 0.8870373131181024] User Vector: [0.537503455526958, -0.2529098344019329] Predicted: -0.054452368971240006 Movie Vector: [0.32522370230106434, -0.28822654009432813] User Vector: [-0.05119610824213833, -0.04956506407440464] Predicted: -0.002364220938194928 Movie Vector: [1.1293089265598855, 1.1452424318039263] User Vector: [1.0592940610999018, 1.2183259536625912] Predicted: 2.5915488169543752 Movie Vector: [-0.10265159014199075, -0.8066170049837156] User Vector: [0.4833598872215321, 0.6921630336826421] Predicted: -0.607928134223679 Movie Vector: [0.9171944832290245, -0.23931022870820512] User Vector: [0.1427277142911184, -0.7732233789106134] Predicted: 0.3159493358013323 Movie Vector: [0.4057853518113168, 0.4061328051095989] User Vector: [0.07913769324618514, -0.31144238057326] Predicted: -0.09437405095679005 Movie Vector: [-0.13806436024214114, 0.33963279292156273] User Vector: [-0.05918083380580701, -0.2049374356255437] Predicted: -0.061432709677691155 Movie Vector: [0.2133496954260159, 0.34547341802827497] User Vector: [0.40093863828252085, 0.13370053120528738] Predicted: 0.13173011586978406
avg loss: 14.613000289506084: 26%|███████████▌ | 17913/70000 [00:29<01:18, 664.71it/s]
Movie Vector: [1.148779072620111, 1.1676356322738166] User Vector: [-0.680304011981908, 0.06357792275496965] Predicted: -0.7072831639496623 Movie Vector: [-0.3562474173139706, -0.6929842309606854] User Vector: [0.7441693052080601, 0.3641330521798468] Predicted: -0.5174468561569217 Movie Vector: [0.786626806107987, 0.5569453587350961] User Vector: [-0.09941054914137962, -0.12835280919207973] Predicted: -0.14968450412466472 Movie Vector: [-0.25723232936443785, -0.3834635629814964] User Vector: [0.07559319015477196, 0.14704470509356254] Predicted: -0.07583129892034177 Movie Vector: [0.32061060580827416, -0.2926926690853275] User Vector: [-0.11946280949411077, 0.030024155453428555] Predicted: -0.04708889392016209 Movie Vector: [-0.5184565861996902, 0.13719653390271241] User Vector: [0.4587349205413535, -0.6360278016683586] Predicted: -0.32509495072911687 Movie Vector: [0.2100922333071927, -0.6800729707287657] User Vector: [-0.10694604614850578, -1.235689807488068] Predicted: 0.8178907045989533 Movie Vector: [-0.5923797137483464, 0.26029833662042456] User Vector: [0.3107535316007916, 0.8534954454992429] Predicted: 0.038079356680596504 Movie Vector: [0.38792546210834455, -0.10272278198285488] User Vector: [-0.6083675005141794, -0.22886897569778683] Predicted: -0.21249118587541854 Movie Vector: [0.9250945437040209, 0.3856449837318453] User Vector: [0.4775525486886162, -0.5981342874692767] Predicted: 0.21111376956323955 Movie Vector: [1.396245958306424, 0.2680968687074832] User Vector: [-0.2081698196824578, -0.03823009412453407] Predicted: -0.3009056378981887 Movie Vector: [0.442494347416823, 0.9718234881216351] User Vector: [0.9832518697917022, 0.6198607986959893] Predicted: 1.0374786780084493 Movie Vector: [0.8145082139671519, -0.5400663698953879] User Vector: [0.27398714516498174, -0.6079583091633758] Predicted: 0.5515026173358903 Movie Vector: [-1.8905339144616509, 0.8840061427587969] User Vector: [0.2614281404570776, 2.3200644459230335] Predicted: 1.5567124560634968 Movie Vector: [0.2885290136737179, 2.009830288734076] User Vector: [-0.3153109610306657, 0.4971112881698144] Predicted: 0.9081329632486166 Movie Vector: [-0.4517225499854022, 1.1447989700848855] User Vector: [0.24451241927467574, -0.3734129514223761] Predicted: -0.5379345357425499 Movie Vector: [1.455032769341316, -0.22657767336927456] User Vector: [-0.4757770572557369, 0.11852933872048714] Predicted: -0.7191273110011634 Movie Vector: [0.14970246581333135, -0.2826553219589939] User Vector: [-0.17292046349903167, 0.6550509721523194] Predicted: -0.211040263208655 Movie Vector: [0.3096085584759318, -0.8293824362588608] User Vector: [0.2232729353007311, 0.1978962243309644] Predicted: -0.09500444101689594 Movie Vector: [0.011502113233654965, -0.6685559404660814] User Vector: [-0.9334002403802766, -0.5787101764308179] Predicted: 0.37616405100382266 Movie Vector: [0.4000462965295116, 0.41655811891262967] User Vector: [-0.16715364830757862, 0.8078587681620824] Predicted: 0.2696509308558279 Movie Vector: [0.8508765260600375, 0.20359790156175428] User Vector: [-1.5107876741005812, 0.6938140602953058] Predicted: -1.144234681002862 Movie Vector: [0.012125628234108204, -0.06420620753229658] User Vector: [0.3596465014232838, -1.0536328076851098] Predicted: 0.0720107064850229 Movie Vector: [0.4491965546752106, -0.23568476429446034] User Vector: [-0.13358152750310995, -0.20780264824875577] Predicted: -0.011028443750376218 Movie Vector: [-1.2755636681814049, -0.3253596763015739] User Vector: [1.0024923308833225, -0.7676036234603856] Predicted: -1.0289955284482712 Movie Vector: [0.48305609723562326, -0.43558177242583895] User Vector: [0.19051952642182202, 0.7963273947665118] Predicted: -0.25483407916314343 Movie Vector: [0.06302037860795617, -0.9173422496599906] User Vector: [0.4626515135504713, 0.01696020231144703] Predicted: 0.013598163404423278 Movie Vector: [0.3636492238342478, 0.9036678407468696] User Vector: [-0.40298601112709864, -0.3011405079721602] Predicted: -0.41867654276304644 Movie Vector: [-0.11041612929415717, 0.21277276906073428] User Vector: [1.4559754923962096, -1.3388297744400226] Predicted: -0.44562969662610596 Movie Vector: [-0.07542166694112447, 0.7127928877115353] User Vector: [-0.40705583071575674, -0.388495796434354] Predicted: -0.2462162113135494 Movie Vector: [-0.1463243497080718, 0.10066510781754456] User Vector: [-0.3503375527049058, -0.05854087327976147] Predicted: 0.045369891257422267 Movie Vector: [1.1076760835641069, 0.35309700605776223] User Vector: [-0.6264276954342914, -1.08055215036883] Predicted: -1.075418705499256 Movie Vector: [-0.008342498607079973, 0.2871691631529004] User Vector: [1.7787025687934876, 0.42909819549255335] Predicted: 0.10838494600744697 Movie Vector: [0.5198580893323682, -0.7455410477428819] User Vector: [-0.1757089594747905, -0.688243867793291] Predicted: 0.4217703303460806 Movie Vector: [1.0878763478240665, 0.6846261964392898] User Vector: [1.6722532060785307, 0.25044020917325893] Predicted: 1.9906626383075463 Movie Vector: [-0.10302687916227635, 0.40154920814100936] User Vector: [-0.0711182521327921, -0.7236133380760535] Predicted: -0.28323927133599436 Movie Vector: [1.1053831239253111, 0.02860354882890509] User Vector: [-0.2195594514054151, 0.6430689606444291] Predicted: -0.22430325786569913 Movie Vector: [0.6842623873235334, -0.7715429878056785] User Vector: [-0.4734350347642656, 0.39839548254935736] Predicted: -0.6313330280648126 Movie Vector: [-1.1569713371467183, 0.23181803509529694] User Vector: [0.36726570688388765, 0.31536294052126035] Predicted: -0.3518090787680726 Movie Vector: [1.2702932027725868, -0.5574220745626243] User Vector: [1.1734733336817806, 0.3944330730941472] Predicted: 1.2707894975306029 Movie Vector: [0.696227264184667, 0.5630952902277042] User Vector: [-0.9358721052494772, 0.18406992421612967] Predicted: -0.5479307680659151 Movie Vector: [0.18309541539991894, 0.3357924817281121] User Vector: [0.4052291040922623, 0.26644955740998766] Predicted: 0.1636673492839666 Movie Vector: [-0.8070345003710222, 0.3079940402093062] User Vector: [-0.23561459541036292, 0.2623874034036353] Predicted: 0.27096286376143747 Movie Vector: [1.4839605102065294, 0.23932534047268494] User Vector: [1.0748652831936116, 0.539520142816216] Predicted: 1.7241784759226402 Movie Vector: [0.2919648566323968, 1.3337770322360563] User Vector: [-1.3750443127683276, 0.13051358485685174] Predicted: -0.22738859376373696 Movie Vector: [2.0466970565387492, -0.7895385397925822] User Vector: [0.8776897912117292, -0.5476818753020068] Predicted: 2.228781060323965 Movie Vector: [-0.5172758759248173, -1.031679143474767] User Vector: [-0.4749463438568158, -0.5377604073997526] Predicted: 0.8004744825366423 Movie Vector: [0.36367423085203604, -0.4063242980994952] User Vector: [0.2972127564262491, 0.10606383196420466] Predicted: 0.06499230851613141 Movie Vector: [-2.157547447152372, -0.7462457552054709] User Vector: [-0.379770483062955, -0.24344995140689896] Predicted: 1.0010463290786782 Movie Vector: [0.12519522844764447, -0.9150630005900533] User Vector: [-0.3197624858304062, 0.27081037373858835] Predicted: -0.2878412906466708 Movie Vector: [0.8990263617886178, 0.06546070920708913] User Vector: [-0.9151029802344841, 0.602861658751516] Predicted: -0.7832379512464933 Movie Vector: [-0.3341925247541129, -0.11342180375032448] User Vector: [-0.14618012157162658, -0.4926108428621747] Predicted: 0.10472511424128056 Movie Vector: [-0.5490912824081581, 0.3201163880995504] User Vector: [-0.00205588148478833, -1.3681689504516996] Predicted: -0.4368444361275892 Movie Vector: [-0.08183383231690236, 0.08364168940354846] User Vector: [0.40183865796719676, -0.23960770613350924] Predicted: -0.05292519068965236 Movie Vector: [0.7516289764236258, 0.009235379646912803] User Vector: [-0.2933199161878417, -0.43374495569568633] Predicted: -0.2244735477047142 Movie Vector: [-0.008545841440834478, 0.03994164454031461] User Vector: [0.6477998701768088, 0.3966659814475728] Predicted: 0.010307496656289815 Movie Vector: [-0.30817828725961294, -0.4911831801273508] User Vector: [0.2240951176245094, -0.30144551537660536] Predicted: 0.07900371734504642 Movie Vector: [0.16241827117311494, 0.975078272771342] User Vector: [0.8812536915726216, -0.0691163579752052] Predicted: 0.07573784209544178 Movie Vector: [-0.5555473692044394, 0.6172284764579894] User Vector: [0.25221452159479973, 0.7342556159466136] Predicted: 0.3130863612143036 Movie Vector: [0.2810874266556604, -0.48783033368638695] User Vector: [-0.2018066970705331, 0.08801319568522409] Predicted: -0.09966083178136269 Movie Vector: [-0.1493790341635291, 0.23292034613240434] User Vector: [0.7908744040054674, -0.39073303863954556] Predicted: -0.2091497292202825 Movie Vector: [0.7546119090141697, 0.17443295771913653] User Vector: [0.599105557817336, -1.1001431898531113] Predicted: 0.26019095816489524 Movie Vector: [-0.14177313608054798, 0.7497275025677634] User Vector: [0.027125498741877002, -0.10991728594655722] Predicted: -0.08625367930612393 Movie Vector: [0.5850454931472246, -0.5311306102087789] User Vector: [0.6559487268435288, -1.3170997002161624] Predicted: 1.0833118138570765 Movie Vector: [0.870404515988099, -0.07806975922156739] User Vector: [1.0422423220504407, 0.7494179499107539] Predicted: 0.848665544960773 Movie Vector: [0.30641757286655646, 0.1384330759865403] User Vector: [-0.15497769791718377, 0.35170401948518976] Predicted: 0.0011995792099350963 Movie Vector: [0.2941777880617197, -0.13555036078564395] User Vector: [0.36373160051754627, -0.6674641083552952] Predicted: 0.19747675838742923 Movie Vector: [-0.5119478570277136, -0.13966340681697806] User Vector: [0.8987176284667462, -0.5937905759063112] Predicted: -0.37716574919968876 Movie Vector: [0.1813691469821791, 0.3225352816506381] User Vector: [0.7667224994827327, 0.4021960124745835] Predicted: 0.26878220986548085 Movie Vector: [-0.7249055154665389, -1.0904274375339478] User Vector: [-0.09062698990947038, -0.12758115189378627] Predicted: 0.20481399337267617 Movie Vector: [-0.21247367834030603, 0.2896483854402821] User Vector: [1.1706151369566091, 1.1003145885043553] Predicted: 0.069979439966663 Movie Vector: [1.1016158198523966, 0.3673302436626711] User Vector: [0.6312447815515771, 1.2150936925397475] Predicted: 1.141729899710088 Movie Vector: [1.497313657786707, 0.41036243476249223] User Vector: [0.7649571562026684, -0.32313783561969284] Predicted: 1.0127771686151557 Movie Vector: [0.3514575949641857, 0.5896449801619265] User Vector: [-0.22502700963291403, -0.14451680833241787] Predicted: -0.16430106218980006 Movie Vector: [-0.1108046706407437, 0.38521172546459326] User Vector: [0.1732325370355014, -0.6489696898152587] Predicted: -0.26918570819843685 Movie Vector: [1.282241541318578, 0.15008673234137862] User Vector: [0.22604120471266703, 0.29196291169633093] Predicted: 0.33365918211365514 Movie Vector: [1.5599989660444826, 0.24289828269090352] User Vector: [0.7770711433312262, -0.016412667119105474] Predicted: 1.2082435714821087 Movie Vector: [-0.18508399129921482, 1.2334252025881043] User Vector: [0.3305534815295151, 0.17891898588950617] Predicted: 0.15950302871828836 Movie Vector: [-1.0077890875566178, 0.6704105343746901] User Vector: [0.6877806440960329, 0.2544439679746925] Predicted: -0.5225559112143138 Movie Vector: [-0.13922655586065152, 0.7394083121676227] User Vector: [-0.28130376446079647, -1.3270458577441997] Predicted: -0.9420637835671611 Movie Vector: [0.13276566279008517, 0.0767198908802073] User Vector: [-0.13722441135545466, -0.20178272719298246] Predicted: -0.03369943873634248 Movie Vector: [-0.36958955783372127, 0.578248771185121] User Vector: [0.16333917214903731, -0.26331187233279546] Predicted: -0.2126282190263812 Movie Vector: [0.2960134556234481, -0.15089890219773575] User Vector: [1.3841100601129153, -1.1857329903185718] Predicted: 0.5886410083959135 Movie Vector: [0.34371397182077623, 0.04022628441601266] User Vector: [0.5865379785076944, -0.7115605129367863] Predicted: 0.1729778626440097 Movie Vector: [0.30118418284208975, 0.37476348015842603] User Vector: [-0.187897159567558, 0.06387303971228525] Predicted: -0.032654369811831334 Movie Vector: [0.020733359977790522, 0.1776403719434221] User Vector: [0.8757964511953102, -0.4156205250669689] Predicted: -0.055672781570312926 Movie Vector: [0.7160645923503238, -0.3451465963668867] User Vector: [-0.04626591292327764, 0.20965301107073614] Predicted: -0.1054904052662562 Movie Vector: [-0.984090975354283, -0.5863278927448115] User Vector: [0.994275963631378, 0.24837338996569258] Predicted: -1.1240862491737922 Movie Vector: [1.3708256778563777, -0.2013642664787948] User Vector: [0.8601875295778787, -0.01747818599101708] Predicted: 1.1826866354186596 Movie Vector: [0.07860666725822407, 0.09330756353825238] User Vector: [0.6472692796917155, -0.5739812338663912] Predicted: -0.00267710955355574 Movie Vector: [0.4132438287147493, 0.3767803472987609] User Vector: [-0.7004242765048063, -0.013388348322640797] Predicted: -0.2944904762783658 Movie Vector: [0.5168732816899961, -1.5280880945758497] User Vector: [1.6559537233574306, -0.5991603993286316] Predicted: 1.7714881082739171 Movie Vector: [0.658184533875673, 0.15068514235056846] User Vector: [0.09895261083877928, -0.4743534599699477] Predicted: -0.006348940599353439 Movie Vector: [0.6711393987507251, -0.704001221310458] User Vector: [0.6004904128417201, 0.23122446344127756] Predicted: 0.24023046997065203 Movie Vector: [0.4250855858883537, -0.273192369271019] User Vector: [-0.4144259459241386, 1.0057587844265021] Predicted: -0.4509321212631138 Movie Vector: [1.3492650005863738, -0.5631797751643849] User Vector: [1.4527174346208176, 0.11740740077660568] Predicted: 1.893979316703489 Movie Vector: [-0.5098689934875459, 0.88665005290841] User Vector: [0.16350070325596666, -0.337399710875535] Predicted: -0.382519410502701 Movie Vector: [-0.05661964416503906, 0.7182788848876953] User Vector: [0.9952089497043541, -0.1848180067409957] Predicted: -0.18909924839121173 Movie Vector: [1.4076649753518469, 0.9357228677959463] User Vector: [0.285409918639332, -0.4313700014223627] Predicted: -0.0018812287254667548 Movie Vector: [-0.9993031082913043, 0.3838590084580911] User Vector: [-0.375243813514169, 0.16330132253300333] Predicted: 0.43766699295920525 Movie Vector: [0.0828452275437424, -0.057528985089098136] User Vector: [-0.9394338908971489, -0.6929464394525428] Predicted: -0.03796310907086861 Movie Vector: [0.736607622262488, 0.01766876194365996] User Vector: [-0.8831901328890636, -0.8994127387908315] Predicted: -0.6664560933638943 Movie Vector: [0.03140004881330147, -0.537803553593694] User Vector: [0.16556342709631156, 0.9165145595512532] Predicted: -0.48770608735450155 Movie Vector: [0.6491462578156832, 1.019638460151543] User Vector: [0.23390601618971305, 0.8991096513737381] Predicted: 1.0686059955242357 Movie Vector: [-0.5442687291359357, 0.6385137351913743] User Vector: [-0.5375102768193298, 0.2195424406371986] Predicted: 0.4327308990662499 Movie Vector: [-0.8400686343231438, 1.9389883836716395] User Vector: [1.3866469175665566, 0.3008895816296224] Predicted: -0.5814571787808768 Movie Vector: [-0.06485566415063629, -1.5100280992250619] User Vector: [0.18046369073136426, 0.6762904329138046] Predicted: -1.0329216494543842 Movie Vector: [-0.6884580586349069, 1.3985306992750601] User Vector: [0.4333738318634558, -0.2512628375554347] Predicted: -0.6497584988561234 Movie Vector: [0.2539593340293406, -0.5189954263697101] User Vector: [0.4492742686755806, -0.4824143472329725] Predicted: 0.36446823389841143 Movie Vector: [0.29778340866991426, -0.5632177833496493] User Vector: [0.17180616725080372, -0.4097471047485631] Predicted: 0.28193788218488003 Movie Vector: [0.21449298357557134, 0.2877190075959569] User Vector: [0.14565572568510757, 0.03971155215682026] Predicted: 0.042667899553719114 Movie Vector: [-0.21631930137955283, -0.1982596776902949] User Vector: [0.3360501152929645, 1.290007462743469] Predicted: -0.32845058995028753 Movie Vector: [1.657621667235964, 0.2408363750886536] User Vector: [0.48085269245863665, -0.10212513182256722] Predicted: 0.7724763952145896 Movie Vector: [1.1249502840477485, 0.5198506655956143] User Vector: [-0.611191230196827, -1.028990610946837] Predicted: -1.2224812020097644 Movie Vector: [0.3564171919721806, -0.24976251110898892] User Vector: [0.13709034705580325, -0.29899151113948486] Predicted: 0.12353822716659006 Movie Vector: [-0.6305537002228732, 0.6737562486086641] User Vector: [0.055414277319915564, -0.650581573629479] Predicted: -0.4732750780717684 Movie Vector: [-0.37479773089845114, 0.24415154706856473] User Vector: [1.692309733584686, -1.071416525742244] Predicted: -0.8958618504396982 Movie Vector: [-1.7900802669853166, 0.7654930346438267] User Vector: [0.1838526243001923, 0.09094853706688151] Predicted: -0.2594904831574957 Movie Vector: [0.44784394363460767, 0.3021945418905444] User Vector: [-1.1311785333388316, -0.3696813114993271] Predicted: -0.6183071298993086 Movie Vector: [-1.0853107943003633, 0.12862574549556888] User Vector: [0.49940201780729354, -0.8015929197894569] Predicted: -0.6451118875135267 Movie Vector:
avg loss: 14.604068323604258: 26%|███████████▌ | 18050/70000 [00:29<01:17, 670.11it/s]
[-0.9449243511957235, -0.3299386693357775] User Vector: [-0.08199751011944592, 0.8965297071140086] Predicted: -0.21831837453590813 Movie Vector: [-0.5406377657376952, 0.170747938792964] User Vector: [-0.4133198237814909, 0.28069644235769015] Predicted: 0.27138464502341675 Movie Vector: [-0.5509604852378707, 0.374057696675573] User Vector: [1.2822676808509135, 0.5466520919776493] Predicted: -0.5019994012384155 Movie Vector: [-0.4001703311736661, 0.6815206067795763] User Vector: [-0.2335914164229914, -0.027913099632470864] Predicted: 0.0744530018706939 Movie Vector: [-0.4390295024385138, -0.04581433755036671] User Vector: [-0.3924115348810555, 0.3070370879620373] Predicted: 0.1582135401215889 Movie Vector: [-0.0806825969376159, -0.6020975312696479] User Vector: [0.7363313345115213, 0.5592142905890953] Predicted: -0.3961106680893317 Movie Vector: [-0.5843380220421927, 0.1389703435104421] User Vector: [-0.5440354940810226, 0.06310147031658064] Predicted: 0.32666985753796096 Movie Vector: [-0.1913166046142578, -1.8232250213623047] User Vector: [-0.7750880167706838, -0.03715767675729201] Predicted: 0.21603401364535346 Movie Vector: [-0.2823722065672666, -0.41999607233274555] User Vector: [1.0800511016183834, 1.2393758568390876] Predicted: -0.8255094047858378 Movie Vector: [0.6682909695194704, 0.15309026810323045] User Vector: [-1.3138177900431636, 0.740945052674008] Predicted: -0.7645810879162477 Movie Vector: [0.3583256807804464, -1.027554495785985] User Vector: [-0.4485547991793171, 0.3011783325766854] Predicted: -0.47020585345576493 Movie Vector: [-0.20211754828945477, -0.6440620643409676] User Vector: [0.28193715341306935, 1.373156895726069] Predicted: -0.9413827111449241 Movie Vector: [-0.6031706756550548, 0.1674218900475587] User Vector: [-0.20475985026236135, -0.5124922525262489] Predicted: 0.03770271567710101 Movie Vector: [-0.15086336698888156, 0.05300833265155602] User Vector: [0.5662628699802039, 0.6611654350168734] Predicted: -0.05038104584891565 Movie Vector: [-0.33127537082297964, 0.516484160859424] User Vector: [-0.5133269129573849, -0.404861362740313] Predicted: -0.03905191775596034 Movie Vector: [0.4814347605055108, 1.6171138957624378] User Vector: [-0.10895177143811732, -0.4307283074887452] Predicted: -0.7489899013272472 Movie Vector: [-0.37837688100654726, 0.47933516064398224] User Vector: [-0.3068732792438553, 0.17660202250540502] Predicted: 0.20076531309222168 Movie Vector: [-0.6512808172467597, 0.38576053847070474] User Vector: [-1.2306782841430202, 0.7599904233714079] Predicted: 1.0946914736168392 Movie Vector: [-0.961346513615111, -0.0009908048971012107] User Vector: [-0.09695547940156553, -0.7192333732289898] Predicted: 0.09392043204693064 Movie Vector: [-0.7567608135659635, 0.10329791177258615] User Vector: [-0.07871110744450785, 0.2032288138274022] Predicted: 0.08055859378677406 Movie Vector: [0.5132154123466405, -1.9369565351272138] User Vector: [0.36253164270402843, -0.1858846377199016] Predicted: 0.5461072903103709 Movie Vector: [-0.2495137546677204, 0.7597972602971683] User Vector: [0.7320779225277928, 0.5885982553294266] Predicted: 0.26455183065573734 Movie Vector: [0.9008502182024457, 0.7556831533115029] User Vector: [-0.1629502306288348, -1.3925141868876358] Predicted: -1.1990932625963768 Movie Vector: [-0.5018418019517302, -0.10104359387713813] User Vector: [-0.47675853047634553, -0.2769958735526371] Predicted: 0.2672460185830039 Movie Vector: [1.2722544006986207, 0.6900658587831192] User Vector: [-0.49330622650531797, -0.28032767785959406] Predicted: -0.8210555773262798 Movie Vector: [1.022435058739532, -1.0774031839125702] User Vector: [0.5239029818105786, 0.5429852400269874] Predicted: -0.04935725044129258 Movie Vector: [0.5379867553024558, -0.22307541251782015] User Vector: [0.6141126142175896, -0.8248344059248799] Predicted: 0.5143847280738134 Movie Vector: [-0.159583008318406, 0.04717849790245285] User Vector: [0.027465471169882415, 0.2979945487054752] Predicted: 0.00967591267687136 Movie Vector: [-0.1913351110777158, -0.35249687522670703] User Vector: [1.6845280471456547, -0.6836377471392483] Predicted: -0.08132919136053085 Movie Vector: [0.2870254392443344, -0.5545006058892311] User Vector: [1.213453686174078, 0.7006422328771548] Predicted: -0.040214465365194685 Movie Vector: [0.136913606497383, 0.3544864342582788] User Vector: [0.8063631553401399, 0.8555960455163216] Predicted: 0.41369927908479287 Movie Vector: [0.3296011051282172, -1.0356343213007506] User Vector: [-0.4797034866897358, 0.3016621875006389] Predicted: -0.4705225141611199 Movie Vector: [-0.3694702123597643, -0.5265067261017127] User Vector: [-0.2751667604370786, 0.7767470490338777] Predicted: -0.30729662438295763 Movie Vector: [-0.717961660947762, -1.299833227168191] User Vector: [0.009784882646307759, -0.41750297380873047] Predicted: 0.5356590672011967 Movie Vector: [0.3761795604489909, -0.4018616256591299] User Vector: [0.8829689222540861, 0.0003856849188048307] Predicted: 0.3319998690951982 Movie Vector: [0.3576968603947289, 0.959762654798215] User Vector: [0.7164847648231826, 0.5581543555235403] Predicted: 0.791980056942368 Movie Vector: [1.2112138988504986, 0.5782974284966348] User Vector: [0.2830090859317774, 0.7129276271354233] Predicted: 0.7550687518581669 Movie Vector: [0.9020691018509464, -0.38254193481222115] User Vector: [-0.10387776323002747, 0.37871054105287577] Predicted: -0.23857758368734633 Movie Vector: [0.0071137746519912, 0.44466272851700017] User Vector: [-0.15269038021700035, -0.3396800601374138] Predicted: -0.15212926731991172 Movie Vector: [0.18085662560088117, -0.055064594118266585] User Vector: [0.5967667025962438, 0.009519712991684387] Predicted: 0.10740501297051178 Movie Vector: [-1.0503810943149905, -0.9227895597235838] User Vector: [-0.6211207383133497, -0.41499176249228764] Predicted: 1.0353635466104834 Movie Vector: [0.5908896192676392, -0.13072581730283395] User Vector: [-0.3685884856891356, 0.5652989922253542] Predicted: -0.2916942827544168 Movie Vector: [0.3865004046300746, -0.3153734414602916] User Vector: [-0.13324143257002186, 0.13188116107808973] Predicted: -0.09308968323478047 Movie Vector: [-0.42568800535424794, -0.18941788457995867] User Vector: [0.7681222046003753, 0.6967065536972978] Predicted: -0.4589490907189768 Movie Vector: [-1.12247060456648, -0.8686015502699763] User Vector: [-0.29840726337188833, 0.2863513944004273] Predicted: 0.08622811622589177 Movie Vector: [0.39087432225680274, 0.6887508608025436] User Vector: [-0.48436314881261117, -0.5816380411655034] Predicted: -0.589928819046546 Movie Vector: [0.050307888837847176, 0.591383391455686] User Vector: [1.1036182292740384, 0.6595759352104802] Predicted: 0.44558295668506964 Movie Vector: [0.6318458980854305, -0.659958349438077] User Vector: [0.5006535405669384, -0.7781240333943172] Predicted: 0.8298653387061804 Movie Vector: [-0.011089475280872198, 0.666151352888116] User Vector: [-0.3275357396913071, -0.42691350562389757] Predicted: -0.28075680984865875 Movie Vector: [-1.771776579410638, 0.4705383152631605] User Vector: [0.16577508430265767, 0.33429704287946255] Predicted: -0.1364168444633141 Movie Vector: [0.3044949177650397, 0.6383103198186268] User Vector: [-0.3123999124062168, 0.3799902114396563] Predicted: 0.14742748775405806 Movie Vector: [0.5278150926307241, 1.8195725921520736] User Vector: [0.6334969304876568, 0.6313503451504006] Predicted: 1.4831570251280426 Movie Vector: [0.5442010846214427, -0.9838580859953387] User Vector: [0.732736514363369, -1.3868111071404297] Predicted: 1.7631813273665404 Movie Vector: [-0.45445693104931034, 0.31835356578391216] User Vector: [0.7756958725851358, 0.2571209731188777] Predicted: -0.2706649870524336 Movie Vector: [1.162407884006356, 0.24874979072115305] User Vector: [0.46796540379021523, -0.520611855015982] Predicted: 0.41446458482578735 Movie Vector: [-0.9433180938764818, -0.0028059216648684514] User Vector: [-1.3454520233531824, 0.011462221533124619] Predicted: 1.2691570759760524 Movie Vector: [0.5011434403667439, 0.36420930736298784] User Vector: [0.11833325023200986, -0.3763592493858845] Predicted: -0.0777716094074388 Movie Vector: [0.2118922270048228, -2.036537951008662] User Vector: [-0.5765318676289259, 0.11084199822588896] Predicted: -0.3478965573238005 Movie Vector: [1.7490983920866718, 0.221408236844676] User Vector: [0.3950977325439453, -0.1633930206298828] Predicted: 0.6548882480993166 Movie Vector: [-0.448699669638511, -1.6221730034177997] User Vector: [0.5666312471418635, -0.01008155755249418] Predicted: -0.23789322290535272 Movie Vector: [-0.8074841634933858, 0.7547973707771246] User Vector: [-0.9755208160856805, -0.5887332003341335] Predicted: 0.3433433384459247 Movie Vector: [0.006188303599981983, 0.930885678510874] User Vector: [0.18077578694215157, -1.2188089539018103] Predicted: -1.1334531045748915 Movie Vector: [0.9835563963130366, 0.6318420474259235] User Vector: [0.4977311029724108, 1.902623392377316] Predicted: 1.691704069692597 Movie Vector: [0.3031486575910583, 0.36231398802779413] User Vector: [1.3499881511413716, -1.4646326554768843] Predicted: -0.12140980261922663 Movie Vector: [-2.256109401478886, -0.5745034922921247] User Vector: [0.6996598273743025, -0.03953363546457393] Predicted: -1.555796902738857 Movie Vector: [-0.8181945038833578, 0.6120446583807332] User Vector: [0.05356783205036239, 2.4172590998045003] Predicted: 1.4356416141890107 Movie Vector: [-0.1991499430578607, -0.41662842255614657] User Vector: [1.4353053337132264, -0.6108231079403168] Predicted: -0.03135470755761577 Movie Vector: [0.659753649792312, 0.01030428332652164] User Vector: [0.6838389656800712, 0.14379481305585534] Predicted: 0.4526469559722383 Movie Vector: [0.4969831780445766, -1.0308041210456624] User Vector: [-0.41807340742164234, -0.2843712042014357] Predicted: 0.08535555852122464 Movie Vector: [0.5195344010550749, -0.2831109302417699] User Vector: [0.5203981579288274, 0.4240883477319195] Predicted: 0.15030069865863865 Movie Vector: [-0.02457668987961785, -0.20279001270566532] User Vector: [0.12195605657622638, 0.024374070178642897] Predicted: -0.007940094182630815 Movie Vector: [0.9689601255453107, 0.2214875289587741] User Vector: [0.11738167724532486, -0.27316565020138744] Predicted: 0.05323537986082697 Movie Vector: [-0.3317869734138639, -0.4439793543161566] User Vector: [1.1400271508741773, -1.070419704005193] Predicted: 0.09699809103334345 Movie Vector: [-0.1394253763917408, -0.33872384585060716] User Vector: [0.8681005991231776, 0.16199976561039303] Predicted: -0.175908436413094 Movie Vector: [0.7222054831105407, -0.8639120340696833] User Vector: [-0.3697925975229399, -0.04515660614917239] Predicted: -0.22805490607474146 Movie Vector: [-0.7482284211235146, -0.4229325095183286] User Vector: [0.13560797425036397, -0.18316574800358987] Predicted: -0.023998991004148013 Movie Vector: [0.9869368772286693, -0.8315471147633797] User Vector: [0.22162914174982973, -0.5039806464444091] Predicted: 0.6378176255088783 Movie Vector: [-1.4349731880334136, -0.07438693548424877] User Vector: [0.8724319450256015, -0.4661855737656506] Predicted: -1.2172383332961862 Movie Vector: [0.2472527575267726, -0.769291836267425] User Vector: [-1.0044776233107, -0.2711693208207454] Predicted: -0.039751517483927606 Movie Vector: [-0.6261703757733056, -0.2601052917953854] User Vector: [0.6883583739251342, 0.31830213732922685] Predicted: -0.5138216919765163 Movie Vector: [-1.1530337250685925, -0.9883968251063435] User Vector: [-0.07550100376369745, -0.010109570705150221] Predicted: 0.09704747120423246 Movie Vector: [-1.353279275989034, -0.6673147898734165] User Vector: [0.8834231683047958, 0.36090827830338323] Predicted: -1.4363576974950514 Movie Vector: [-0.2250957489013672, 0.6193828582763672] User Vector: [0.013815636037010503, -0.039531806714652756] Predicted: -0.027595164376050106 Movie Vector: [0.09811704468565749, -0.46630633230583585] User Vector: [-0.7527413933423359, -0.5393294795704233] Predicted: 0.1776359905955853 Movie Vector: [-0.7236725353035135, -0.45610015485021205] User Vector: [0.9870834947950634, -0.08173818740411747] Predicted: -0.6770444153024024 Movie Vector: [0.07569657055094321, -0.2504458349870422] User Vector: [-0.1274166571059423, 0.36415552355918196] Predicted: -0.10084623813690816 Movie Vector: [0.7166004180908203, -0.5925655364990234] User Vector: [-0.5066679197453607, 0.19533937038531657] Predicted: -0.47882982193448825 Movie Vector: [0.5362919917711976, -0.0469902015688575] User Vector: [1.0786386641493324, -0.19348213186812652] Predicted: 0.5875570419745249 Movie Vector: [-1.3318376430940384, -0.08811214754010549] User Vector: [-0.9180693707197373, -0.19533475698769798] Predicted: 1.2399307118236125 Movie Vector: [-0.1754879440285424, -0.38504690872407216] User Vector: [-0.6042215390170661, 0.6664484280627689] Predicted: -0.15058031142971973 Movie Vector: [-1.230147345628326, -0.18383599154884112] User Vector: [0.07664518901106808, -0.12767305852943536] Predicted: -0.07081397250831477 Movie Vector: [-0.3792610700406327, -0.16680608342368472] User Vector: [-1.4729931084533303, 0.3750337515387759] Predicted: 0.4960910312286133 Movie Vector: [-0.07752438643193235, 0.26053597984799587] User Vector: [-0.408723580444485, 0.1869561317160957] Predicted: 0.0803948437594652 Movie Vector: [1.1441815666532307, -0.8353227011585244] User Vector: [-0.4133964744371721, 0.09331999275905489] Predicted: -0.5509529341940335 Movie Vector: [-1.8340977779332446, 0.9645270153969705] User Vector: [0.5897662257106735, 0.1389955027377657] Predicted: -0.9476240066667639 Movie Vector: [-0.05442454261380854, -0.32286149629962024] User Vector: [-1.5572639644408954, 0.9626324651635145] Predicted: -0.22604357909562245 Movie Vector: [0.11572253466267501, 0.4144166733069806] User Vector: [0.787514076012057, -1.4858431533493401] Predicted: -0.5246250517083376 Movie Vector: [0.4279880065058332, 0.5999941342043147] User Vector: [1.819573618306913, 0.3431524128014758] Predicted: 0.9846451204087247 Movie Vector: [-1.7631133024208663, 0.7788330997400236] User Vector: [-0.10837615097569278, -0.005541052355019532] Predicted: 0.18676387846893447 Movie Vector: [-0.24676929385259005, -0.36311075119946834] User Vector: [0.8222976445035677, 0.8968524289377797] Predicted: -0.5285745682574585 Movie Vector: [-0.7608480405770552, 0.3161905867126055] User Vector: [0.6678945080724596, 1.2942395162663412] Predicted: -0.09893987578421398 Movie Vector: [0.8620422981075094, -0.21021682602007322] User Vector: [-0.9564350940145104, -0.6018457081815921] Predicted: -0.6979694119072029 Movie Vector: [-0.744461312789188, -1.1179573284761193] User Vector: [-0.2613671390132363, 0.8338993213042019] Predicted: -0.7376861340335464 Movie Vector: [0.134448057062167, -0.5983612343127286] User Vector: [0.2172566233613064, 0.8148873654370957] Predicted: -0.45838727891397346 Movie Vector: [-0.5469985668102993, 0.2753536166649849] User Vector: [0.050504952567238054, 1.187219785756515] Predicted: 0.2992791251131836 Movie Vector: [-1.105788620734223, 0.7648410751895536] User Vector: [0.8562312400589324, 0.18069766621681146] Predicted: -0.8086057646608109 Movie Vector: [-0.07146751634039725, 0.33972228245654407] User Vector: [0.00011880572648972909, -0.2597503476239972] Predicted: -0.08825147171390432 Movie Vector: [-0.8379759819614258, 0.041860395373686465] User Vector: [0.35483931143945324, 0.4535525988967545] Predicted: -0.2783609293294108 Movie Vector: [-0.5534787804364512, 0.7836893499550786] User Vector: [-0.6588840569161857, 0.852101582057139] Predicted: 1.032461279209045 Movie Vector: [-1.4353344800660794, -0.7415029561001585] User Vector: [0.5617925031164162, 1.3383330190543496] Predicted: -1.7987380402408726 Movie Vector: [-0.693285378442891, 0.0722391741028594] User Vector: [1.278553825860397, 0.5748761440086048] Predicted: -0.8448740951666134 Movie Vector: [0.6800014390218033, 1.1382424690146902] User Vector: [0.23301251592545033, 0.10591034798172401] Predicted: 0.2790005021203196 Movie Vector: [-0.12795695728948206, 1.2643464046417092] User Vector: [-0.43696073453800205, 0.3109155426593312] Predicted: 0.4490171145550112 Movie Vector: [-1.0875837245853877, -0.5860276695489419] User Vector: [0.5389087804931004, -0.26286067132588353] Predicted: -0.4320647920672773 Movie Vector: [0.7523067163364758, -0.6156040196055022] User Vector: [-0.3691381778772198, -1.0930267486342675] Predicted: 0.3951665295223467 Movie Vector: [-0.13488427258718816, 0.6560415268529787] User Vector: [0.716308628454184, -0.5281205051087371] Predicted: -0.4430877508308712 Movie Vector: [0.844696770319055, -0.607052664689382] User Vector: [-0.06668296618200575, -0.062037649111931215] Predicted: -0.018666765964772312 Movie Vector: [2.1166531916997027, -0.8331914427629313] User Vector: [1.0172534626442715, 0.7588939838300033] Predicted: 1.5208688151821423 Movie Vector: [1.2472967993631454, 0.11137372006843498] User Vector: [0.21969206364602395, 0.6564492471459666] Predicted: 0.3471324025219399 Movie Vector: [0.2120062366885268, -0.5991861512597569] User Vector: [-0.24710085847705082, -1.1928884974838199] Predicted: 0.6623753446011404 Movie Vector: [0.9472789562506437, -0.40229201537841397] User Vector: [0.4725968593561024, 0.9534265490376356] Predicted: 0.06412517173054427 Movie Vector: [0.6598436713805452, -0.33745219876768695] User Vector: [0.1835866742078959, -0.3660090063230637] Predicted: 0.24464904907837615 Movie Vector: [-1.497232369472618, 2.6143951791261086] User Vector: [-1.5181691313310786, -0.6351695060911366] Predicted: 0.6124678711104377 Movie Vector: [0.3852564539769553, 0.42857931494737045] User Vector: [1.018734563388562, 1.1481745819734226] Predicted: 0.8845579412169922 Movie Vector: [0.44214908805635544, -1.0681019637795677] User Vector: [1.1645335730124786, -0.187478677908049] Predicted: 0.7151438013588609 Movie Vector: [-0.0369377015649085, -0.06808293471368365] User Vector: [-0.32048181600495373, 0.19384158042225824] Predicted: -0.0013594419881149712 Movie Vector: [0.3644650168191003, 0.5885235476515256] User Vector: [-0.32226870452782136, -0.966070846216019] Predicted: -0.6860111105137651 Movie Vector: [-0.31434916495888643, -0.23876348669101438] User Vector: [-1.0858443409439884, -0.8325575736920565] Predicted: 0.5401186110168017 Movie Vector: [0.46553276756866335, 0.419852462572324] User Vector: [0.3617898216279162, -1.0649818659944925] Predicted: -0.27871024209203954 Movie Vector: [0.5561790946684291, 0.348814671188719] User Vector: [1.4406598869591007, -0.7262036749096266] Predicted: 0.5479544155743932 Movie Vector: [0.8822558737107794, -0.31030820436164397] User Vector: [-0.013029167322136766, -0.1972511921687834] Predicted: 0.04971360385057304 Movie Vector: [0.29569336855420086, -2.62515023003929] User Vector: [-0.21874258688623838, -0.13879787909270114] Predicted: 0.2996845518665181 Movie Vector: [0.7432340072031336, 0.16809531901039582] User Vector: [0.6832702165187264, -0.3674303831604947] Predicted: 0.44606633355429043 Movie Vector: [0.8104891809018099, -0.5834786491868568] User Vector: [1.1581398110921992, 0.7034360087638717] Predicted: 0.5282198946789556 Movie Vector:
avg loss: 14.605924217303151: 26%|███████████▋ | 18191/70000 [00:29<01:23, 617.94it/s]
[0.30151411217939117, -1.106948152482079] User Vector: [-0.13575308813852532, 0.14525234445583113] Predicted: -0.20171828618477092 Movie Vector: [-0.5159240346989342, -0.47330334583140365] User Vector: [-0.17498171578522098, -0.06055516766556082] Predicted: 0.11893823626994496 Movie Vector: [-1.781710175833452, 0.7778822793954081] User Vector: [0.7831141710503882, 0.839195577641331] Predicted: -0.7424871186056703 Movie Vector: [-0.25935065796483137, -0.05074840571939172] User Vector: [-0.20405798666945785, -0.16962197368624565] Predicted: 0.061530617845256264 Movie Vector: [-1.4502039684876773, -1.6030735036265398] User Vector: [1.832497356371585, 0.636321347253203] Predicted: -3.6775648300268022 Movie Vector: [0.4611292440449667, 1.0403383184702948] User Vector: [-0.3250100178400237, 0.031710299155582065] Predicted: -0.11688218453190302 Movie Vector: [-0.7686625556885137, -0.16474604525043968] User Vector: [0.13521241889150729, -0.008763523232398505] Predicted: -0.10248896767097386 Movie Vector: [-0.1596578980731021, 0.006047814326426395] User Vector: [-0.052503220409447604, -0.2503428714492215] Predicted: 0.006868526608171877 Movie Vector: [-1.7293298889410929, 0.9892186046511549] User Vector: [1.0472285783506463, -0.2614745572082381] Predicted: -2.0696591777283735 Movie Vector: [-0.7446965841424401, 0.08993121217112418] User Vector: [0.08984267584821592, -1.3603052033325995] Predicted: -0.18923942967277113 Movie Vector: [-0.4158098226210232, -0.2031826446828699] User Vector: [0.5869673610905602, -0.5630871200330996] Predicted: -0.12965726406421013 Movie Vector: [0.3832001537397012, 0.8782542572579137] User Vector: [-0.5607225904437398, 0.6589619727868183] Predicted: 0.36386717510773203 Movie Vector: [-1.611635122224603, -0.01354080231043487] User Vector: [-0.1265848599253292, -0.02053995384599855] Predicted: 0.2042867336520363 Movie Vector: [0.013467643775936927, 0.15737823583999216] User Vector: [0.7849444941632754, -1.2771444101528122] Predicted: -0.19042338135148296 Movie Vector: [0.6924260416885437, -0.7929120929476899] User Vector: [0.7387073278843622, 0.2682515420092357] Predicted: 0.2988002994023019 Movie Vector: [-0.008069046825936198, -0.19949080427297108] User Vector: [0.2639514468672185, 0.3103370527854533] Predicted: -0.06403922484041875 Movie Vector: [-0.04784135288436994, -0.15086817893687698] User Vector: [-0.3293399960525333, -0.022243482875531056] Predicted: 0.019111904724731225 Movie Vector: [-0.6513734271650005, 0.13966405131448] User Vector: [-0.12664978138444302, 0.44417817389166847] Predicted: 0.14453202542126076 Movie Vector: [-0.3894137506231044, 0.4856867514413797] User Vector: [0.7167395845186314, 0.41300996956194747] Predicted: -0.07851477939800044 Movie Vector: [0.7264425303923451, 0.1613900105951993] User Vector: [-0.23433954385887035, -1.228955375093257] Predicted: -0.36857533221915356 Movie Vector: [0.2367421269247612, 0.7701816651234621] User Vector: [0.3326518732376725, 0.12518782948198975] Predicted: 0.17517008295942355 Movie Vector: [0.729112049494261, 0.497842144805262] User Vector: [0.574888641922738, 0.008715333004286174] Predicted: 0.42349709601880575 Movie Vector: [0.7822188622695192, -0.7603050486244801] User Vector: [0.532991742888597, 0.2537642983247594] Predicted: 0.22397791754440316 Movie Vector: [-0.4342189779138421, -0.09170345891595694] User Vector: [0.550902152803856, -0.5028637828942316] Predicted: -0.19309782146606178 Movie Vector: [0.6851291636091907, -0.868439546973939] User Vector: [-0.8137185834372771, -0.5912802775681534] Predicted: -0.0440111560977251 Movie Vector: [0.3980269096311755, -0.207524421575506] User Vector: [0.4754589060283793, 0.27001166751719663] Predicted: 0.1332114239029512 Movie Vector: [0.15172839641860394, 0.3209856761615446] User Vector: [-0.5208814705611915, 0.1181194155265636] Predicted: -0.04111786979181337 Movie Vector: [1.594039579820428, 0.29457866038893454] User Vector: [0.46207438546081864, 0.5249055400962954] Predicted: 0.8911908300780428 Movie Vector: [0.7643242240123472, 0.5057307972354903] User Vector: [0.7138261516242312, -0.8412340795369952] Predicted: 0.12015663771400215 Movie Vector: [0.6540927588413574, -0.7563168821964176] User Vector: [0.2336434623605559, 0.6846921950473548] Predicted: -0.365019769341774 Movie Vector: [-0.03135927777787298, -0.5590744439422719] User Vector: [0.4559068183899874, -0.4257258380862582] Predicted: 0.22371552764121458 Movie Vector: [-0.6168894313610291, -1.7910572559259115] User Vector: [-0.9595298367017611, -0.4110179746534651] Predicted: 1.3280805411559515 Movie Vector: [0.33675193786621094, -0.5050945281982422] User Vector: [0.2312158640854079, 0.45972810570732636] Predicted: -0.1543437603555421 Movie Vector: [-1.0488271558963995, 0.4442318799799556] User Vector: [0.6742878784959105, -0.8497859902714286] Predicted: -1.084713465897188 Movie Vector: [0.9128617575353998, 1.1847161528688777] User Vector: [-0.9243802221308592, -0.7033999358296857] Predicted: -1.6771606201097002 Movie Vector: [0.9071819068325122, -0.27206060797739806] User Vector: [0.7891560259855345, 0.1454396949429741] Predicted: 0.6763396566116918 Movie Vector: [-0.1623840394058515, 0.028702835505580275] User Vector: [-0.02189137450414655, -0.07553611708784072] Predicted: 0.0013867090766270427 Movie Vector: [-0.9376659387398347, 1.865193423607623] User Vector: [0.2803261142878412, 0.045061610140799235] Predicted: -0.1788036302152095 Movie Vector: [-0.16696973442434515, 1.2891916550730487] User Vector: [-0.6182642011667195, -0.5239511990086556] Predicted: -0.57224210395459 Movie Vector: [-0.8272244856904601, -0.44479775449511155] User Vector: [-0.22993469016317114, 0.10499414414178421] Predicted: 0.14350644626322287 Movie Vector: [0.28200596226587715, 0.34133451722077823] User Vector: [0.5270418137381709, -0.5518749943660894] Predicted: -0.03974505093058278 Movie Vector: [-0.19539691326544698, -0.8165720526568055] User Vector: [1.3782085954840653, 0.8388288796941419] Predicted: -0.9542619255131475 Movie Vector: [0.8287057172948508, -0.05755034952773105] User Vector: [-0.04313961303673636, -0.545275238215037] Predicted: -0.00436926341733871 Movie Vector: [0.6690960634377118, -1.8470428151257257] User Vector: [-1.062253468276385, 0.9963429966429583] Predicted: -2.5510377873469965 Movie Vector: [0.24581895706326032, 0.5595988303114134] User Vector: [-1.3326415306049408, 0.3242213399776731] Predicted: -0.14615466857898848 Movie Vector: [-0.08025698504841788, -0.680151497662141] User Vector: [-1.1670657622652008, -0.8545301860769833] Predicted: 0.6748751652904068 Movie Vector: [0.20623158021143878, -0.6031955288731687] User Vector: [0.7011069980666602, 0.09035878175127465] Predicted: 0.09008639096179014 Movie Vector: [-0.06630881776124252, -1.1846918031784683] User Vector: [-0.03890441499549437, 1.1330558717210306] Predicted: -1.339742298007095 Movie Vector: [-0.9680056745714826, 0.657921587727531] User Vector: [0.3795232947505135, -0.9078471184915476] Predicted: -0.9646729205623854 Movie Vector: [0.5563114532289055, -0.05058121699453193] User Vector: [-0.11168634854233428, -1.3042551527563258] Predicted: 0.003838418034388065 Movie Vector: [0.32890249348946166, -1.1179796976124161] User Vector: [-0.5354370836158749, 0.22483583524761278] Predicted: -0.42746849101054774 Movie Vector: [-0.8670324098488721, -0.6300518463071938] User Vector: [0.4643023146476013, -0.6040424614123144] Predicted: -0.021987086706548475 Movie Vector: [0.37940340416680746, -0.19239696060227585] User Vector: [-0.9790476784631112, 0.9698282770735547] Predicted: -0.5580460348656081 Movie Vector: [0.5755901336669922, -0.5893039703369141] User Vector: [0.06688540044014823, 0.1997899948716026] Predicted: -0.07923846063171189 Movie Vector: [-0.498259849355201, 0.3169974616827365] User Vector: [-0.7660156894443976, -0.9803593666907211] Predicted: 0.07090343124843229 Movie Vector: [0.10662838296321427, -0.43615653376674857] User Vector: [0.41920354285262845, -0.3997733961439476] Predicted: 0.2190627746611317 Movie Vector: [-1.5189846704019785, 0.6340771106649475] User Vector: [0.46882171427491465, -0.30062600299910597] Predicted: -0.9027530645075967 Movie Vector: [-0.5964021609688428, 0.1717610629615941] User Vector: [-0.42594573610625946, 0.43738518297320805] Predicted: 0.32916070142036713 Movie Vector: [1.5185879187280507, -0.20436665356254144] User Vector: [-0.9252248022132281, 0.6180747225511355] Predicted: -1.5313490694479301 Movie Vector: [-0.15154365160262312, 0.29295532611649605] User Vector: [-0.12395203618487055, 0.5933840819739528] Predicted: 0.19261917143405272 Movie Vector: [-0.9535513510130608, 0.2939390219282818] User Vector: [-0.6056284582085497, -0.42652466135699635] Predicted: 0.4521255927491524 Movie Vector: [1.004671809631468, 1.181103200116068] User Vector: [0.6147967651022744, -0.7082532688908628] Predicted: -0.21885122382878952 Movie Vector: [1.791767868731625, 0.30406183112930363] User Vector: [0.35782809219984946, -0.6093253400465515] Predicted: 0.4558722994851876 Movie Vector: [-1.7357930594614766, 0.5416719955794868] User Vector: [1.345192638719321, 0.4831270279101544] Predicted: -2.073279664601187 Movie Vector: [0.05714762027578604, 0.6055011020204796] User Vector: [-1.3474299277460744, -0.11111584167239999] Predicted: -0.1442831784436338 Movie Vector: [-0.5985264301171911, -0.6542228996692552] User Vector: [0.3956133078239532, -0.47198431855868006] Predicted: 0.07199792864715301 Movie Vector: [0.579161520979101, 0.3113670336055563] User Vector: [-0.32359587553691244, -0.9840176033731699] Predicted: -0.4938049216364748 Movie Vector: [0.32652877876271424, -0.6317737168119019] User Vector: [-1.1083919716348685, -0.46453163280522813] Predicted: -0.06844300065427 Movie Vector: [1.17213359760569, 0.01704321671785271] User Vector: [0.41406940494973526, -0.6906586112336324] Predicted: 0.47357361689287447 Movie Vector: [0.9896997821372947, -0.2568527476601914] User Vector: [0.9171834220894051, -0.6725842253799477] Predicted: 1.0804913393435636 Movie Vector: [0.004569414355468399, -0.18463131840414185] User Vector: [0.26131964212758513, -0.6658389464003651] Predicted: 0.1241288002428278 Movie Vector: [0.2250248941236806, -0.5602457167601675] User Vector: [0.5892836867283708, 1.1920220055202055] Predicted: -0.5352217236616962 Movie Vector: [-1.7634079584795919, 0.4374968481457099] User Vector: [0.5319765829682921, 0.6732124875491697] Predicted: -0.6435633986959706 Movie Vector: [-0.45194577867146285, 0.6753336789949322] User Vector: [-0.6677799200190719, -1.1331860613154976] Predicted: -0.46347839583978523 Movie Vector: [0.042241233962379665, -0.4472899578226322] User Vector: [-1.3219300150991078, 0.7555451854576956] Predicted: -0.393787729186159 Movie Vector: [0.36037776709876435, -0.42838667255142765] User Vector: [0.22085984052171703, -0.48240051603991474] Predicted: 0.28624692807243624 Movie Vector: [-0.6161238311504547, 0.39673248859405225] User Vector: [-1.0619363343440915, 0.581742254762493] Predicted: 0.8850803352061908 Movie Vector: [0.028865232804480015, -0.824737869360286] User Vector: [-0.6291015377777984, 0.6118579736306367] Predicted: -0.5227816038688459 Movie Vector: [0.3666603878688776, 0.3422693929360081] User Vector: [-1.0366069676054468, -0.4562050321741034] Predicted: -0.5362277322263767 Movie Vector: [-0.26153943024085236, 1.2657592418405395] User Vector: [-1.0486111040337476, -0.5801967238324603] Predicted: -0.4601362145833224 Movie Vector: [0.3419104713848856, 0.8063602458107464] User Vector: [0.5438054929730596, -0.34082806158299717] Predicted: -0.08889740707315688 Movie Vector: [-0.28308752152533906, -0.4886124931983917] User Vector: [0.1232774864362252, -0.4196508138089571] Predicted: 0.17014831231282396 Movie Vector: [0.5478044803785286, 0.2669882495993014] User Vector: [-0.5555773762396705, 0.07296567945143823] Predicted: -0.28486679686347577 Movie Vector: [0.3598013259896355, -0.3820129667773904] User Vector: [-0.45164945490336084, 0.4560552144375019] Predicted: -0.3367230782382944 Movie Vector: [-0.5322723284967834, -0.4058533479584939] User Vector: [-1.6170800974301294, -0.1849357819883336] Predicted: 0.9357837951022276 Movie Vector: [-0.31641060257766673, 1.0134514605450047] User Vector: [-0.19655083933977785, -0.6248699539081599] Predicted: -0.5710845979262692 Movie Vector: [0.2503354685736493, 0.7041876127767993] User Vector: [-0.6828529163638254, -1.1919667928347433] Predicted: -1.0103105551403369 Movie Vector: [0.7700241622345202, -0.4120543367757781] User Vector: [-0.17813045586209153, 0.2167995628635934] Predicted: -0.2264979551326968 Movie Vector: [1.2069400140050488, -0.09661612877030028] User Vector: [0.14380318459078106, -0.25241247469243455] Predicted: 0.19794893378208234 Movie Vector: [-0.7281786856228165, -0.10138533485747853] User Vector: [2.086145492789802, -0.16721608889612394] Predicted: -1.5021334237913493 Movie Vector: [-0.03940245645687049, -0.6477087063047132] User Vector: [-0.6248801627216295, 0.32204120495034794] Predicted: -0.1839670788327997 Movie Vector: [0.29247794591510906, 0.17006745238286525] User Vector: [0.9192860195629258, -0.19917112937913117] Predicted: 0.23499836014851438 Movie Vector: [0.3873489252794202, -0.4872968872550519] User Vector: [1.0100492738123337, -2.2659801017997507] Predicted: 1.4954465508793704 Movie Vector: [-0.5003787035743483, -0.2311935329047211] User Vector: [-0.18679131857463255, -0.33950326539725084] Predicted: 0.1719573571871973 Movie Vector: [-0.4017913891523991, 1.0685454113089934] User Vector: [-0.49544135089617825, -0.4158890118600623] Predicted: -0.2453322266167844 Movie Vector: [-0.8832162684838105, 0.4550992074941799] User Vector: [0.18725171386513229, 1.1448428561223425] Predicted: 0.35563331653949115 Movie Vector: [-0.017011879319464462, 0.33074646140089514] User Vector: [-0.8061579141436023, -0.06048878926069462] Predicted: -0.006292191854557058 Movie Vector: [1.4820469421328506, -0.05975170284641483] User Vector: [1.1779716488936387, -0.40842907850371596] Predicted: 1.7702136130945982 Movie Vector: [0.5189119472831879, 0.26272294974679444] User Vector: [0.1346256729584642, 0.677517799008545] Predicted: 0.24785834477066704 Movie Vector: [1.7878555727569132, 0.4782940537669855] User Vector: [-0.3890481577576622, -0.22377850522091888] Predicted: -0.802593845325877 Movie Vector: [0.7680632974186542, 0.5329772938836601] User Vector: [0.580842313752794, 1.4603838492630044] Predicted: 1.2244750947928507 Movie Vector: [0.05014727172386053, -0.3007630882254844] User Vector: [0.00981339156850105, -0.10560302929916279] Predicted: 0.03225360803150078 Movie Vector: [-0.32119232707336226, 0.02343552714621189] User Vector:
avg loss: 14.600970851404366: 26%|███████████▊ | 18335/70000 [00:29<01:20, 641.74it/s]
[0.19940638566343322, 1.2005279107853428] Predicted: -0.0359127966015315 Movie Vector: [0.7549092767485528, -0.5691842065741033] User Vector: [1.3789277651652754, -1.430044915414614] Predicted: 1.8549243424350141 Movie Vector: [0.6671185398423396, 0.10785780706595305] User Vector: [0.8942768820571497, -0.011694277915761359] Predicted: 0.595327368601512 Movie Vector: [0.19528477578119274, 0.07768185909621776] User Vector: [1.1464100585340076, 0.08983852364208053] Predicted: 0.23085525476909405 Movie Vector: [-0.4591842565434521, 0.699277857056293] User Vector: [-0.2596109186427087, 0.4906513670983834] Predicted: 0.4623108832138129 Movie Vector: [0.5921714940306954, 1.9124934356892673] User Vector: [-0.23835221521466834, -0.17633249232422762] Predicted: -0.47838012145800946 Movie Vector: [-0.6245444389523148, 0.938929518959894] User Vector: [0.22370047881246574, -0.7689181171672772] Predicted: -0.8616708079047146 Movie Vector: [0.14826522107058066, 0.06800310510681128] User Vector: [-0.30192777077027866, -0.11125504123354774] Predicted: -0.052331075943270536 Movie Vector: [-1.472281570431161, -0.07082770274930408] User Vector: [0.2898177202472644, -0.5876248192849086] Predicted: -0.38507317227599624 Movie Vector: [1.614165405057993, 1.082748523438902] User Vector: [-0.027731538950379525, -0.15791384258582475] Predicted: -0.21574427069308583 Movie Vector: [-0.1781175282832882, 1.300037714908135] User Vector: [0.2153028135882867, -0.35379959133642874] Predicted: -0.498302017245226 Movie Vector: [-0.5385878538590158, 0.4730642236552355] User Vector: [1.288798962362641, 0.6498214882043779] Predicted: -0.38672416936272747 Movie Vector: [0.6060027931578468, -0.7727810643885054] User Vector: [0.5316263919940282, 1.3887499625791426] Predicted: -0.7510325957865973 Movie Vector: [-0.16491199086380826, -0.045505824170965554] User Vector: [0.06990599547347837, 0.049457598224034144] Predicted: -0.013778945655548842 Movie Vector: [0.7188881156581903, -1.9422629818670532] User Vector: [-0.49609648853507304, 0.13337351974621164] Predicted: -0.615684319992005 Movie Vector: [-0.28731198250014467, -0.8472313266392122] User Vector: [0.796196255130607, -0.056308766096546586] Predicted: -0.18105017391937142 Movie Vector: [-0.7497585441803972, -0.012932864922287957] User Vector: [-0.41475979761403686, -0.42699038727645644] Predicted: 0.3164919110454183 Movie Vector: [-0.8141701414633159, -0.9120192922121696] User Vector: [-0.715284002871761, -0.3586090787518853] Predicted: 0.9094212759887011 Movie Vector: [1.3026684541795523, -0.3284405950615781] User Vector: [-0.5969294143362776, -0.02756042323478409] Predicted: -0.7685491556203627 Movie Vector: [0.2853903239737327, -0.05339705670014403] User Vector: [0.8206952375132953, 0.9902802469956401] Predicted: 0.18134042921976 Movie Vector: [0.31922808351192034, -0.6884051079331535] User Vector: [-0.45541943774750565, 0.45361926059892593] Predicted: -0.4576564903593734 Movie Vector: [0.4213482906902814, -0.544684561765508] User Vector: [0.7170278565123956, 0.9193121441094816] Predicted: -0.19861667062116822 Movie Vector: [-0.11353429988627846, 0.29463840034348704] User Vector: [0.6674895811473675, -0.684861451879519] Predicted: -0.2775694449156511 Movie Vector: [0.815982805718239, -0.060249638685018855] User Vector: [-0.14566132531479759, 0.12302456938619397] Predicted: -0.1262693227699039 Movie Vector: [-0.22561498484001904, 0.5800732269920378] User Vector: [-1.4135149544501353, 0.6596261623691306] Predicted: 0.701541631633243 Movie Vector: [0.4432561955816825, 0.7191693216255616] User Vector: [0.18774147761707888, -0.32591636141211566] Predicted: -0.1511714754219926 Movie Vector: [0.6410177689286827, -0.007958759815322444] User Vector: [1.0294708741983993, 0.05117591996985202] Predicted: 0.6595018261003502 Movie Vector: [-0.4964404801535136, 0.9890939951954534] User Vector: [-0.05483765494736916, 0.8483881698019842] Predicted: 0.8663592760985679 Movie Vector: [0.06483504879635404, -0.3527163950315705] User Vector: [0.4304754390154735, -1.0030360103803375] Predicted: 0.3816971417624017 Movie Vector: [-0.09870689651435999, -0.7368857658896909] User Vector: [0.40000896731590885, -1.6518599958776918] Predicted: 1.1777484744632072 Movie Vector: [1.5859828926891453, 0.11108993237139986] User Vector: [0.7113352086208785, 1.5509359563765495] Predicted: 1.3004588423464207 Movie Vector: [0.8104558015401062, 1.0860805668564155] User Vector: [0.5012533742669553, -0.24644059138908736] Predicted: 0.1385893680239178 Movie Vector: [-1.212657938336997, -0.2129692763585181] User Vector: [1.2188202427478152, 0.13717924175718116] Predicted: -1.507227006622401 Movie Vector: [-0.019540603883144603, -0.020014062256271836] User Vector: [-0.30125171909439313, -0.9255453164200202] Predicted: 0.024410562095770985 Movie Vector: [0.6748877149990118, 0.6465568178116149] User Vector: [-0.6759743406720052, 0.14326890705771872] Predicted: -0.36357528953550655 Movie Vector: [0.40091798619416713, 1.0462129589249856] User Vector: [1.0408214777761573, -0.6106119279898221] Predicted: -0.22154606107946795 Movie Vector: [0.7293039010192135, -0.8573660984768807] User Vector: [-0.907886920550826, 1.0706918854184497] Predicted: -1.58010039731411 Movie Vector: [0.33690452575683594, -0.7586765289306641] User Vector: [0.8958444117341182, -0.20167700651601184] Predicted: 0.45482164795588953 Movie Vector: [1.1638966951483127, -0.8266239246626758] User Vector: [-0.7575740916438887, 0.8939848590459573] Predicted: -1.6207272543678852 Movie Vector: [0.29997857661547583, -0.1358085625045813] User Vector: [-0.06360146080126633, -0.010471142272498627] Predicted: -0.017657004902019862 Movie Vector: [0.19477810296719297, -0.8570174717475707] User Vector: [-0.6383429945116006, 1.5879037280554076] Predicted: -1.4851964759099543 Movie Vector: [0.3540992357883609, 0.26584434949222835] User Vector: [0.4375922572723282, 0.316725021781618] Predicted: 0.2391506412704813 Movie Vector: [-1.0850987925211784, 0.2785471517206254] User Vector: [0.4107652513181166, 1.2011228186203309] Predicted: -0.11115153822160417 Movie Vector: [0.2677566736139028, -0.3122424698781524] User Vector: [1.2551896866204235, 0.6793419198715368] Predicted: 0.12396601629150714 Movie Vector: [0.20915985648913352, 0.20389198733028263] User Vector: [0.2856752120055796, 0.19406151027550644] Predicted: 0.0993193733399789 Movie Vector: [1.6101524158706197, 1.0598970493837698] User Vector: [-0.03086713471068854, 0.11454852251539142] Predicted: 0.07170884949991468 Movie Vector: [-0.5114715849591512, -0.5381305645447169] User Vector: [-1.436850453697187, 0.7196234996971718] Predicted: 0.3476567787500918 Movie Vector: [0.4625803500386981, 0.6090496140492444] User Vector: [-0.3734930555083028, 0.027802958860069588] Predicted: -0.15583716699090122 Movie Vector: [0.6223697856354738, -0.7523742839861558] User Vector: [0.19458692609778996, -1.2756404919471078] Predicted: 1.0808641252354 Movie Vector: [0.43202317196735834, 0.22249511476237402] User Vector: [-0.5123432026940787, -0.17082449397044108] Predicted: -0.2593517509539889 Movie Vector: [1.1299461551928691, -0.3805893630513839] User Vector: [-0.25565797693276393, -0.11857469278678853] Predicted: -0.24375148127782648 Movie Vector: [-0.5285977849507653, -0.7376508918117602] User Vector: [-0.6205640505989729, 0.05942523426791149] Predicted: 0.284193705512844 Movie Vector: [0.31874145274599797, -1.6470479895789343] User Vector: [-0.6375908635763605, 0.03566455245073] Predicted: -0.2619678675271118 Movie Vector: [0.15844201591041995, -0.09493714807492531] User Vector: [0.3070275854138348, 0.07763803083554144] Predicted: 0.04127533634339722 Movie Vector: [-0.7100845463001305, -0.5178801899480805] User Vector: [0.4914646414855311, 0.16762982750295066] Predicted: -0.4357936138800017 Movie Vector: [0.7443456151862816, -0.667319524102879] User Vector: [0.43254725062833255, -0.45435497348115] Predicted: 0.6251645940432982 Movie Vector: [-0.20259278376951306, -0.4583690644269165] User Vector: [-0.38139660366321815, -0.44731896685596995] Predicted: 0.28230537599455485 Movie Vector: [-0.14695137761539556, 1.0131051269627318] User Vector: [0.9300107071197472, -0.8596552471089177] Predicted: -1.0075874928747737 Movie Vector: [-0.6600090248951843, 0.5240034392717134] User Vector: [1.3247414217094666, 0.2660613868649473] Predicted: -0.7349242122060909 Movie Vector: [0.12020736841413208, 0.05825344702344973] User Vector: [-0.49328961552569806, 0.17649075836132677] Predicted: -0.049015851506033145 Movie Vector: [-0.14855692859431133, -0.9496486687555754] User Vector: [0.03973162371490583, 1.2368966953449179] Predicted: -1.180519708109623 Movie Vector: [1.2466544419346026, -0.0227078741832773] User Vector: [0.49872586075822867, -0.2883952952103441] Predicted: 0.6282876537005895 Movie Vector: [0.8799397713016188, -0.34537214590883103] User Vector: [0.36937265086259297, -0.4979352285231813] Predicted: 0.496998644323758 Movie Vector: [-0.3718157222540551, 0.6482987742721318] User Vector: [0.590790186762201, -0.872271091129693] Predicted: -0.7851573592039909 Movie Vector: [-0.023983981429631714, -1.3568608449741775] User Vector: [0.2272579579510165, -1.190073102548547] Predicted: 1.6093130448618291 Movie Vector: [0.27107996325628403, 0.6486945279207691] User Vector: [-0.8553726399422735, 1.718141897711757] Predicted: 0.8826748634310404 Movie Vector: [0.6829183526034135, -0.11132210727606467] User Vector: [1.1521616014117877, 1.1254708187629645] Predicted: 0.6615425195466378 Movie Vector: [0.5996333074487026, -0.07439030697174351] User Vector: [0.2621166128950904, -0.6980412708312765] Predicted: 0.20910135594361895 Movie Vector: [0.1401037278183769, 0.44261113987096756] User Vector: [0.5616707329839372, -0.23516866484878843] Predicted: -0.025396107313126 Movie Vector: [0.7090678724393061, -0.05370158147718643] User Vector: [-1.1561928724908805, -1.6205543390514536] Predicted: -0.732792889349819 Movie Vector: [-0.5756043250122556, 0.7707093145843396] User Vector: [1.1038618534589397, -0.30021670493819347] Predicted: -0.8667674679566943 Movie Vector: [0.3619587936436446, -0.29108237756831273] User Vector: [-0.2650867027678927, -0.1432165459823902] Predicted: -0.0542626504331621 Movie Vector: [-0.8001837089569643, -0.9401734321485886] User Vector: [-0.4940214828059606, -0.3021466146114261] Predicted: 0.6793781620873941 Movie Vector: [0.9083656155075072, -0.059078813087904955] User Vector: [-0.8314755298818766, 1.1657187952760208] Predicted: -0.8241530642997513 Movie Vector: [-0.6070305939951853, -1.1333043783668209] User Vector: [-1.90787959787237, -1.404371807137331] Predicted: 2.7497220034514216 Movie Vector: [-0.06324833358907064, 0.6061024290455885] User Vector: [1.0989423869419452, -0.4589428823304434] Predicted: -0.3476726704581392 Movie Vector: [-0.5005132790101049, 0.7773875971247026] User Vector: [-0.19905028195495544, -0.19632214450324242] Predicted: -0.05299109086858361 Movie Vector: [1.5420883798840568, 0.3935082064721842] User Vector: [-0.7280834751966282, 0.7984651831971474] Predicted: -0.8085664645159287 Movie Vector: [0.5518054311349182, 0.9576928086091168] User Vector: [0.3919148716419656, -1.7122856003744396] Predicted: -1.4235828510489639 Movie Vector: [-0.04714439611422209, -1.3790798753171716] User Vector: [0.06817928110188053, 0.3057460259156798] Predicted: -0.42486246233356634 Movie Vector: [1.1399967977001384, -0.07123058421067] User Vector: [0.8840152439371087, 0.11699175488399041] Predicted: 0.9994411561581924 Movie Vector: [-0.06590563372296844, -0.8723404637754505] User Vector: [0.2332807140810136, 0.27646626295083665] Predicted: -0.2565472213376543 Movie Vector: [0.3958345052027658, -0.5300144519681917] User Vector: [-0.5727773069034634, -0.42971609026291663] Predicted: 0.0010307162131086012 Movie Vector: [-0.04869178321326571, 0.10870891451370979] User Vector: [-0.12422110639191711, -1.204490926708166] Predicted: -0.12489035400110986 Movie Vector: [0.23936894826576416, 0.72304793824229] User Vector: [-0.46990783942160225, 0.002093940433031488] Predicted: -0.11096732599128094 Movie Vector: [0.5427062651461095, -0.06870457541693399] User Vector: [1.519871609526165, 0.0893774191880317] Predicted: 0.8187032070703761 Movie Vector: [-0.39267401008311736, -1.2848918505548488] User Vector: [0.6352078871971184, 1.0776842709844447] Predicted: -1.6341373655611733 Movie Vector: [-0.8342307452462444, 0.6974165746521963] User Vector: [1.6579975563063358, -0.7325148981567223] Predicted: -1.8940205681680502 Movie Vector: [0.10446905353955427, 0.780704691980525] User Vector: [0.6671722469505877, -0.5869864838485865] Predicted: -0.3885642488829565 Movie Vector: [0.31941520071205864, 0.5690667191069517] User Vector: [-0.09231174204568678, -0.014233781918883331] Predicted: -0.03758574519066561 Movie Vector: [-0.7903807958419587, -0.5992604121209579] User Vector: [-0.18117420252195177, -0.17943927640351776] Predicted: 0.25072746510359095 Movie Vector: [1.2652748339075923, 0.7144822227907194] User Vector: [-0.6143312742280644, 0.07981958268624524] Predicted: -0.7202682281032576 Movie Vector: [0.6066769014686347, -0.31533535734578716] User Vector: [0.5209025390795388, 0.7880485410047844] Predicted: 0.06751997009234911 Movie Vector: [-0.1534162415963496, -0.05948602606158905] User Vector: [-0.3286738975232095, -0.35854369007187153] Predicted: 0.0717522533606682 Movie Vector: [0.6894724279832903, -0.6526367574452412] User Vector: [0.6814930207002606, 0.9323523936654217] Predicted: -0.13861679536223442 Movie Vector: [-0.2116573976981464, -0.14278737028447483] User Vector: [-1.0051786601772585, -1.6319914698847466] Predicted: 0.44578126974636567 Movie Vector: [0.46282690918542596, -0.3988402438472336] User Vector: [-0.01064379878553972, 0.1924829797895107] Predicted: -0.08169619508959353 Movie Vector: [0.22191693083312242, 0.9365130176521662] User Vector: [-0.6557082931175817, -1.2004064182831446] Predicted: -1.2697090091258554 Movie Vector: [0.8529203346463919, -0.6744525136617734] User Vector: [0.5473283209980131, -0.6887209817770276] Predicted: 0.9313370520781938 Movie Vector: [-0.5377973742839788, 0.6570734595021774] User Vector: [-0.25909733884995173, 0.5849677952235277] Predicted: 0.523708681422355 Movie Vector: [0.44784822257225937, 0.33369895475014577] User Vector: [1.4770017698944413, -0.7034114087709163] Predicted: 0.4267449655171245 Movie Vector: [0.09227476662492637, -0.8871822986161964] User Vector: [-0.6135913202296587, -0.4426348339712293] Predicted: 0.3360787935729215 Movie Vector: [-0.9191841572509463, -0.01997208398616443] User Vector: [0.1040016319947584, 0.3958040773739274] Predicted: -0.10350168473320345 Movie Vector: [-0.633162909864034, 0.4709666097005622] User Vector: [0.5913311795560966, -0.2287436783226712] Predicted: -0.4821396050111341 Movie Vector: [0.3400272655059449, 0.1133530765998732] User Vector: [0.40675683876585944, -0.33185142595544165] Predicted: 0.1006920355052934 Movie Vector: [-0.20105209745845937, -1.1643483884519275] User Vector: [-0.12758806332727057, -0.11533767219571098] Predicted: 0.15994508049148323 Movie Vector: [-0.4667965059344991, -0.6742557814720829] User Vector: [0.6850748042942117, 0.5661160379269154] Predicted: -0.7014975365045906 Movie Vector: [-0.39942522813178344, -0.33461253882680086] User Vector: [-0.06695775916617047, -0.6047883755717234] Predicted: 0.22911439203313178 Movie Vector: [-0.13122340271435887, 0.28509869372470525] User Vector: [-0.07933164546662919, -0.028262109732646867] Predicted: 0.0023526778943783223 Movie Vector: [-0.624764704211874, -0.23445413872004114] User Vector: [-0.8139873200867942, -0.45212298296219805] Predicted: 0.61455265183218 Movie Vector: [-0.875389128731356, 1.0035421454395477] User Vector: [1.0892433361316871, 0.10416845842126976] Predicted: -0.8489743367415417 Movie Vector: [0.9288942060278508, -0.21672859978850384] User Vector: [0.7261002576356799, -1.0707876219918684] Predicted: 0.9065406242982721 Movie Vector: [0.6587037669931767, 1.0960933453414274] User Vector: [-0.06983372127011264, -0.5616484240472448] Predicted: -0.6616188352834599 Movie Vector: [-0.5882012227517058, 0.6593794528019198] User Vector: [0.8098988183678477, 0.8108067886119086] Predicted: 0.05824586133387244 Movie Vector: [-0.08857217163153783, -0.1795492759392024] User Vector: [0.5143774736654158, 0.8233951042579678] Predicted: -0.19339952466229224 Movie Vector: [-0.2711852002114751, 0.4997230239806614] User Vector: [-0.6322987988504605, 0.20009156927699429] Predicted: 0.2714604404318729 Movie Vector: [0.19519311408749024, -0.010078206036711598] User Vector: [0.5062416616408616, -1.7010189626106287] Predicted: 0.11595810599404867 Movie Vector: [1.9949953973586747, 0.3203879465100339] User Vector: [0.8791482898456358, -0.06714825008060947] Predicted: 1.7323833018827248 Movie Vector: [-0.6300365932392479, -1.2945015470557486] User Vector: [-0.16402120764383135, 0.42188246047435923] Predicted: -0.442788134876837 Movie Vector: [0.6991295293402428, -0.41577475619957865] User Vector: [0.4815007501769203, -0.768130792875356] Predicted: 0.6560007859853043 Movie Vector: [0.6289673012059674, -0.5195613702250479] User Vector: [0.6267265322195558, -0.7515056534085452] Predicted: 0.7846438025811224 Movie Vector: [0.07464216496399585, -1.0599189151941235] User Vector: [-0.24860295872327365, 0.0473082311420758] Predicted: -0.06869915208742187 Movie Vector: [0.030327182145023, 0.09041107154466972] User Vector: [1.126506227178453, 0.741860012579805] Predicted: 0.10123611821262594 Movie Vector: [0.2716607883437437, -0.2930126339742991] User Vector: [-0.26616855224308966, 0.1691101875096147] Predicted: -0.1218589802087505 Movie Vector: [0.617956026906618, -1.1234501100893626] User Vector: [0.6638651569737952, 0.896279504319224] Predicted: -0.5966858329930068 Movie Vector: [0.6643861126170542, -1.0504088375640492] User Vector: [0.18220531842688364, -1.0037693449657925] Predicted: 1.1754228740357349 Movie Vector: [1.097142535116814, 1.14484187208787] User Vector: [0.7195573254341394, -0.3745239008058173] Predicted: 0.36068630444850247 Movie Vector: [0.04611424498291432, -0.63141922817539] User Vector: [0.5534655370558483, -0.840901922114475] Predicted: 0.5564842879981173 Movie Vector: [0.45911337888893966, -0.9892885704630086] User Vector: [0.6894289296110767, -0.8033012609745829] Predicted: 1.1112228014982035 Movie Vector: [-0.026072235009435736, 0.30439579649493825] User Vector: [0.5127415879044377, -1.2890039320591202] Predicted: -0.40573569776319895 Movie Vector: [-0.7259790242712202, -0.8284426145815212] User Vector: [0.855407599715914, -1.1009574723467987] Predicted: 0.29107211233809915 Movie Vector: [0.365090887704371, -0.36969105352600395] User Vector: [0.3943404518184522, -0.8211312193997937] Predicted: 0.4475349711951435 Movie Vector: [0.23236120045754943, -0.49255739052649145] User Vector: [0.5134538476556616, 0.3736790423177053] Predicted: -0.06475162155763006 Movie Vector: [-0.2798903623505439, -1.2594898136007262] User Vector: [-2.020093148687055, -0.6036797708726911] Predicted: 1.3257331254588456 Movie Vector: [-0.04374501070114235, -0.720274414447295] User Vector: [0.08641191734535689, 0.4167064135868874] Predicted: -0.3039230582917065 Movie Vector: [0.15036514693093983, -0.48369572062285] User Vector: [-0.2812940639933208, -0.819819293106979] Predicted: 0.3542462604967388 Movie Vector: [-0.2023677964896124, -0.7695615187566882] User Vector: [-0.36340672092609505, 0.6510023173769233] Predicted: -0.4274445147313793
avg loss: 14.600713857627596: 26%|███████████▊ | 18415/70000 [00:30<01:15, 683.63it/s]
Movie Vector: [0.7389158543513721, -0.03887075221590941] User Vector: [0.3326795784697578, 0.2894711209687851] Predicted: 0.23457025473339624 Movie Vector: [0.8789189598782281, -0.9380081443641037] User Vector: [-0.4631865272378912, 0.6849046160350751] Predicted: -1.0495495287030057 Movie Vector: [-0.5138936093835491, 0.4248298602002935] User Vector: [-1.3157569667545455, 0.1291717384843817] Predicted: 0.7310351083191925 Movie Vector: [-0.5914137228024003, 0.39944992806182766] User Vector: [0.1602772517759624, 0.46951394547048675] Predicted: 0.09275714558885127 Movie Vector: [-0.3061277033018894, -0.08097362206154375] User Vector: [0.612776885100181, 0.41025967793853235] Predicted: -0.22080819258068957 Movie Vector: [0.7711062725573693, -0.6954293728015272] User Vector: [0.47112070139927, -0.1063196637512621] Predicted: 0.437221945059614 Movie Vector: [0.16172337080736698, 0.03485003477432827] User Vector: [0.8795803987632693, -0.38320022010401555] Predicted: 0.12889416598792874 Movie Vector: [-0.5433246957888563, -0.13938243122393187] User Vector: [-1.0059423616929095, -0.5457706311673511] Predicted: 0.622624165110649 Movie Vector: [-0.15857710588012702, -0.04102397402068425] User Vector: [0.32027445560502366, -0.7568079779103577] Predicted: -0.019740925432736783 Movie Vector: [2.023159713840307, 0.9031852059848634] User Vector: [0.3903726752259567, -0.9668662214116596] Predicted: -0.08347299744427461 Movie Vector: [0.35915112694215734, -0.2730918810298977] User Vector: [0.19552617615778153, 0.40566404535970796] Predicted: -0.04056011069972236 Movie Vector: [1.089326412822296, -0.25886618835538705] User Vector: [-0.2617603855781719, 0.06271078353918816] Predicted: -0.30137620334442045 Movie Vector: [0.5878147419019063, 0.2836157824341229] User Vector: [-0.006722501302720294, 0.016981789260583274] Predicted: 0.0008647180800779525 Movie Vector: [-0.22163716376121742, 0.38405375473798226] User Vector: [-0.5812609719619233, -0.22367303362537388] Predicted: 0.0429265648332694 Movie Vector: [-0.018718136874421934, 0.6749246487342911] User Vector: [0.7342404265119442, -1.2392259985915013] Predicted: -0.8501277846039547 Movie Vector: [0.2503208849156407, -0.7949402598114514] User Vector: [-0.791167505338402, -0.7955593753505459] Predicted: 0.43437642648379027 Movie Vector: [1.7491884390844956, -0.9162270168898459] User Vector: [-0.5584467460272663, -0.31905660019776505] Predicted: -0.6845003149770352 Movie Vector: [0.297924478186655, 0.8089620291386117] User Vector: [-0.16950544360551023, -0.5759226568375508] Predicted: -0.5163993819381746 Movie Vector: [-0.15785133208960223, 0.02082974607806086] User Vector: [-0.06632879354373139, 0.15697240148811606] Predicted: 0.013739783681035088 Movie Vector: [-0.21149711537140833, 0.28507255902597384] User Vector: [0.7320333662049239, 0.898094739152324] Predicted: 0.10119922022995426 Movie Vector: [0.34234589790766434, -0.24937778448390166] User Vector: [-0.6413783075787418, 0.0895792079136851] Predicted: -0.24191229701188008 Movie Vector: [0.3919367760217878, -0.01827537199816249] User Vector: [0.4053109959668742, 0.25355739646521047] Predicted: 0.15422242930214922 Movie Vector: [-0.1328577897925938, -0.1414959674046721] User Vector: [-0.5195443052064682, -1.5797168906716976] Predicted: 0.29254907776015265 Movie Vector: [0.33410966743055076, 0.15421433821415606] User Vector: [0.013172485427619934, 0.30222007124052913] Predicted: 0.05100772300684917 Movie Vector: [-0.9371505289428725, -0.5507382061330707] User Vector: [0.5629599742478126, -0.5745145943205121] Predicted: -0.2111711005666559 Movie Vector: [0.6298204868719087, 0.6168431338029665] User Vector: [0.3916894766411499, 0.973891241916832] Predicted: 0.8474321825279738 Movie Vector: [-1.1881052276389676, 0.768836701569119] User Vector: [0.9365467852891264, -0.3231015796851254] Predicted: -1.3611284843273643 Movie Vector: [-0.5943979543054507, -1.832818516377005] User Vector: [0.16326087457320407, -0.7608606714215549] Predicted: 1.297477597100035 Movie Vector: [-0.9937002598296328, -0.9141478523265912] User Vector: [-0.31230721911826675, -0.48264036401402466] Predicted: 0.7515444169940366 Movie Vector: [-1.4366483782077428, 0.5812800032135531] User Vector: [1.770052645608162, -0.585190325270463] Predicted: -2.8831026968090456 Movie Vector: [2.1859544036966287, 0.27195489344189705] User Vector: [-0.35438868085049635, -0.7731127698326782] Predicted: -0.9849292984637975 Movie Vector: [0.20963249365842795, -1.451717720545164] User Vector: [-0.0987878966242561, -0.631453599388137] Predicted: 0.8959832268211716 Movie Vector: [0.9713040477948232, -0.0055185696625133784] User Vector: [-1.148932540513903, -0.8804761310718462] Predicted: -1.1111038583788433 Movie Vector: [-0.1967259785874173, -0.10673173992520096] User Vector: [0.8472717736468228, -0.7529370470828977] Predicted: -0.08631808771086733 Movie Vector: [-0.807804822992892, -0.364356663333456] User Vector: [0.24423059118893636, 0.6948396902506148] Predicted: -0.4504601205761942 Movie Vector: [1.3746918982777812, 0.26413849594759986] User Vector: [0.555636330345998, 1.9398220294433155] Predicted: 1.2762104349786185 Movie Vector: [-0.13929455790824938, -0.6612991219347248] User Vector: [0.7421392934825463, -0.2157130169483134] Predicted: 0.03927486390581825 Movie Vector: [1.3703573675598923, 0.5622845826003937] User Vector: [0.029677767340937494, 0.5577228467034271] Predicted: 0.3542681051937219 Movie Vector: [-0.13835485192496785, 0.2825580959726038] User Vector: [0.3814364088586044, 0.8257579629927441] Predicted: 0.18055101989102185 Movie Vector: [0.6331042572867793, -0.19055938687515733] User Vector: [0.08522633114767614, -0.4683601786282387] Predicted: 0.14320758155866295 Movie Vector: [0.5725716385100131, 0.6682421268108295] User Vector: [-0.3254706653760267, 0.18464621926990538] Predicted: -0.06296688988879547 Movie Vector: [-0.7275545779102345, -0.6564722009650923] User Vector: [-1.7531901256204674, 0.4742562491084944] Predicted: 0.9642054581684877 Movie Vector: [1.3195350256098795, 0.19825633166213283] User Vector: [-1.077565122108213, -0.44006941709166547] Predicted: -1.5091314693066604 Movie Vector: [0.38994887663960653, 0.8522747661909725] User Vector: [0.5709914790333673, 0.8675579641681559] Predicted: 0.9620552468883802 Movie Vector: [0.6853877306044694, 0.7550047522172856] User Vector: [0.2537645021692515, 0.30190981149448515] Predicted: 0.40187041866911744 Movie Vector: [0.1780356945255904, -0.4348724784411674] User Vector: [-0.4189089073707324, 0.2211859302728632] Predicted: -0.1707684119607798 Movie Vector: [0.7378956234896957, 0.8174746717979926] User Vector: [-1.1312635582775898, -1.010379254036879] Predicted: -1.660713877751712 Movie Vector: [0.0932072131023602, 0.047715203364238776] User Vector: [-1.8316168775939992, -1.8812795893547496] Predicted: -0.260485542822837 Movie Vector: [0.6930193418515049, 0.05797487121054698] User Vector: [-0.32424178615584487, -0.12375498840958946] Predicted: -0.23188050875718869 Movie Vector: [-1.2919567518548885, 0.5933884316392105] User Vector: [-0.051110368523239365, -0.07037139780854969] Predicted: 0.02427481232551639 Movie Vector: [0.01495118678392017, 0.16280899141826902] User Vector: [0.32974774197463086, 0.5075036273041715] Predicted: 0.08755627378434387 Movie Vector: [-0.667708619002319, 0.4966752567724102] User Vector: [-0.9202654251668602, 0.13816888888830264] Predicted: 0.6830942245203026 Movie Vector: [0.8163921587459413, -0.47899754004234585] User Vector: [-0.244023172427419, -0.18498085892998392] Predicted: -0.11061322813967114 Movie Vector: [-0.1783584605113818, 0.42132337280109644] User Vector: [0.8097868141260139, 0.10097052871116106] Predicted: -0.101891085799836 Movie Vector: [0.27110107523947696, -0.4834750238075142] User Vector: [0.65078827447124, 0.273294632090573] Predicted: 0.0442982722059414 Movie Vector: [0.6084194295481671, -1.5612114999790454] User Vector: [-0.3814333127733612, 0.38150441422306147] Predicted: -0.8276805173460489 Movie Vector: [-0.43518783520621884, -0.3409975114915511] User Vector: [0.3412197669309929, -1.0677226999107963] Predicted: 0.21559609193235238 Movie Vector: [-0.7847598948575156, 1.0122093617238963] User Vector: [-0.2433908163443675, -0.22661141651134303] Predicted: -0.03837484582260381 Movie Vector: [1.0304422803403308, -0.9304776119485797] User Vector: [1.7323947153041261, 1.3247833183422297] Predicted: 0.5524515424871288 Movie Vector: [0.8296370889385437, -0.6210632476420305] User Vector: [-0.2810622265224356, 0.545935068081268] Predicted: -0.5722398538068844 Movie Vector: [0.42790944834897776, -0.43588421690819606] User Vector: [0.4636245745934409, -0.13375146409371919] Predicted: 0.2566894881421243 Movie Vector: [1.3744050082711146, 1.3930759290223942] User Vector: [0.25214425537752727, -0.9255930246955638] Predicted: -0.942873035376756 Movie Vector: [0.3947027140012924, -0.19933193282874934] User Vector: [-0.1332592784022152, -1.1843123708289471] Predicted: 0.18347347509912443 Movie Vector: [2.1843625010754515, -0.7826787736775186] User Vector: [-0.25634779748671066, 0.5683615011020355] Predicted: -1.0048009987513093 Movie Vector: [-1.3632384780835156, -0.09479320527659411] User Vector: [-1.0381058938301846, -0.30687808716498804] Predicted: 1.4442758563061078 Movie Vector: [0.41934790520598947, 1.2120747726694343] User Vector: [0.03998904391587238, 0.0939685897879326] Predicted: 0.13066627890258714 Movie Vector: [-0.5241501252149815, -0.2743993699410139] User Vector: [0.3564439352133673, -1.1528541033199982] Predicted: 0.1295123063107128 Movie Vector: [-0.61198293898341, -0.4844194806230777] User Vector: [-0.7139835027662578, -0.49657433284509733] Predicted: 0.6774960028161374 Movie Vector: [-0.6497854138625139, 0.14656144132883658] User Vector: [0.52803094075269, 0.3607141045607785] Predicted: -0.2902400242971308 Movie Vector: [-0.6892850334890409, -0.1279532251469953] User Vector: [-0.32341728610077847, -0.49286099520618004] Predicted: 0.2859898487666983 Movie Vector: [-0.0913512168773967, -0.2798727846853744] User Vector: [-0.2396122593626774, -0.12490931736135608] Predicted: 0.05684758995459488 Movie Vector: [-0.07279539129935358, 0.42448541440323145] User Vector: [-0.8007768885457793, -0.3663687623765973] Predicted: -0.09722532897666009 Movie Vector: [0.4417653322670758, -1.2519994857969374] User Vector: [0.6611876480484076, 1.2235321013949023] Predicted: -1.239771780771473 Movie Vector: [-0.5041733480470985, 1.1087284625309999] User Vector: [-1.2978392299324002, 0.40344764124087484] Predicted: 1.1016498327666397 Movie Vector: [-0.42917334221464626, 0.013406905394350285] User Vector: [-1.746405655351166, -0.23663386108047124] Predicted: 0.7463382241810139 Movie Vector: [0.6637219136389341, -0.29330590460772565] User Vector: [-0.3047475629227576, -0.9291258626732218] Predicted: 0.07025046600590865 Movie Vector: [0.7712533391210672, -0.5132148544975063] User Vector: [-0.42440629357154597, -0.5446290040535471] Predicted: -0.04781307599058782 Movie Vector: [-1.8295042705377749, -0.1431147843422583] User Vector: [-0.03427676029203672, 0.08916072337190589] Predicted: 0.04994926163731074 Movie Vector: [0.21665263316878103, 0.7754718546169904] User Vector: [0.6925044662663924, -0.3976770012022218] Predicted: -0.15835440556305486 Movie Vector: [-0.9604894733578608, -0.15975552117814312] User Vector: [0.9664659583167325, -2.2955662724349207e-05] Predicted: -0.9282767120280763 Movie Vector: [-0.02141578419218336, 0.3811949301520307] User Vector: [0.7388491091412015, -0.9549381959506195] Predicted: -0.37984063197685747 Movie Vector: [1.104132671792917, -0.39256170946759283] User Vector: [1.3991773509927001, -0.686404070806148] Predicted: 1.814333382284882 Movie Vector: [0.8525073733625834, 0.10933327461488501] User Vector: [0.8225096936400059, 1.2788703608622627] Predicted: 0.8410186628512956 Movie Vector: [0.18027812557570475, 0.07761689748944982] User Vector: [0.733045795689033, -0.2525660950655696] Predicted: 0.11254872529795495 Movie Vector: [1.4828329488366592, 0.458491687375811] User Vector: [0.8498639747849048, -0.2385520433549124] Predicted: 1.1508321749556032 Movie Vector: [0.46334961721590684, 0.16133499584716327] User Vector: [-0.06076731033899513, -0.7365832940143888] Predicted: -0.14699317266571488 Movie Vector: [-0.7014172767208771, 0.4167216999318505] User Vector: [-1.3667476099277172, -0.6692117301013575] Predicted: 0.6797853367380946 Movie Vector: [1.2318291882187926, 0.667093706127088] User Vector: [0.042475457694710145, 0.31574538617867415] Predicted: 0.26295426842975683 Movie Vector: [-0.07174971317163711, -0.114868770714007] User Vector: [-0.1724238904862297, 0.023574832246720426] Predicted: 0.009663352686355042 Movie Vector: [-0.27978556161559404, -0.2685946304123066] User Vector: [0.29158970589958744, -0.7642287365386252] Predicted: 0.12368514541461409 Movie Vector: [-0.9696627322380899, -0.06268202657567959] User Vector: [-0.7410685298799441, 0.7800751373658084] Predicted: 0.6696898449676607 Movie Vector: [0.6075264408106331, 0.6693921023263149] User Vector: [1.433886377344262, -1.296263872105383] Predicted: 0.003415088836540292 Movie Vector: [0.4156776210835383, 0.28434087494825844] User Vector: [1.36272820987914, 0.009965223415604012] Predicted: 0.5692891408110373 Movie Vector: [-0.3642778162802453, 0.15934256005836728] User Vector: [-0.7756810803215946, 0.19751473737503217] Predicted: 0.3140359139720457 Movie Vector: [0.368769902715316, 1.4742283289962819] User Vector: [0.44394969411813145, -1.0763388114698078] Predicted: -1.4230538819565413 Movie Vector: [0.5809965150274858, -0.1733276557796319] User Vector: [0.4785981223995351, -0.4956404263781767] Predicted: 0.3639720344265746 Movie Vector: [0.8234279675471613, -0.5385531546900972] User Vector: [-0.48354685778979556, 0.36697053881776376] Predicted: -0.595799147682299 Movie Vector: [0.5392900731950174, -0.19591572618129782] User Vector: [0.5063993053864436, -1.2149571870078415] Predicted: 0.5111253380395893 Movie Vector: [1.5119591529281171, 0.34887086126101347] User Vector: [-0.9780788525782266, -0.8917673368743815] Predicted: -1.789926912300886 Movie Vector: [1.0008620211433596, 0.7340533842488272] User Vector: [0.12189680058680323, 1.1785186049736145] Predicted: 0.9870974485873054 Movie Vector: [0.6793462571474369, -1.1328242939596416] User Vector: [0.5164495565434984, -0.18756092303259286] Predicted: 0.5633216434520949 Movie Vector: [-0.12484653304109095, 1.212499349604582] User Vector: [-0.39350595933258653, 0.1591363339686075] Predicted: 0.24208055618907606 Movie Vector: [0.5146621874200716, 1.0438778285810535] User Vector: [0.43415573011127967, -0.7411089732467045] Predicted: -0.5501836879946745 Movie Vector:
avg loss: 14.594502818234842: 27%|███████████▉ | 18574/70000 [00:30<01:13, 697.70it/s]
[-0.8299918122719786, 1.3134705121081298] User Vector: [-0.2172433093994176, -0.9677949403536208] Predicted: -1.0908599478495424 Movie Vector: [-0.1362108644199004, -0.2407953909625672] User Vector: [-2.376045937881646, 0.8552637161809092] Predicted: 0.11769971018637185 Movie Vector: [-0.6676474249278809, 0.19673919608943366] User Vector: [-0.4912661735843328, -0.6797555344775719] Predicted: 0.19425803835729233 Movie Vector: [0.20333664104235688, -1.9177234918955752] User Vector: [0.3955820741140659, 0.4581322473291914] Predicted: -0.7981346428911814 Movie Vector: [-0.2941781469617498, 1.1813882271094298] User Vector: [-0.4252990593110214, 0.13646055954714031] Predicted: 0.2863265876864485 Movie Vector: [1.0735264424745352, 0.12190876934662148] User Vector: [-0.12405598269491316, -1.2767436761396345] Predicted: -0.2888236280994169 Movie Vector: [0.7591605126372831, -0.4841695961641357] User Vector: [0.5947483241645124, -0.21781438661928282] Predicted: 0.5569685462710934 Movie Vector: [1.1490557878796674, 1.014771120355136] User Vector: [-0.35288959083881866, -0.4195704417760977] Predicted: -0.8312577941048622 Movie Vector: [0.8880149739653962, -0.7072241607517243] User Vector: [-0.09554927527551997, -0.3751075631477248] Predicted: 0.18043594434257082 Movie Vector: [0.3421012356855483, -1.4804546964408534] User Vector: [-0.8316909941235823, -0.9385761387114174] Predicted: 1.1049969357244203 Movie Vector: [1.0564552299129872, 0.9046730669599059] User Vector: [0.45057784847182386, -0.5207309244560903] Predicted: 0.004924082012441544 Movie Vector: [0.31359589332651905, -0.3172110647668329] User Vector: [-0.22800465201832193, 0.12794670198868685] Predicted: -0.11208743210352379 Movie Vector: [1.1307090838724867, -0.05791461167214296] User Vector: [-0.4707878836799646, 0.4502995140014999] Predicted: -0.5584030581435913 Movie Vector: [0.314946067398449, -0.03190335256944314] User Vector: [0.19282968609955647, 0.6246672881398935] Predicted: 0.040801970582607726 Movie Vector: [0.007556525266067399, 0.44450470161729505] User Vector: [0.9312049744324891, -1.0607732007864745] Predicted: -0.4644820011820281 Movie Vector: [0.5692628734169982, -0.35880765134692316] User Vector: [0.7425891878294412, -1.4138925760122854] Predicted: 0.9300439292880018 Movie Vector: [0.3043766770219793, 0.26632408798085117] User Vector: [0.12661904090987958, 1.2058387779826247] Predicted: 0.35968379571802583 Movie Vector: [0.05770965669535272, 0.2789278977632824] User Vector: [-0.8092248693114877, -0.0008607757999677251] Predicted: -0.04694018378163813 Movie Vector: [0.47711024275894987, 1.2115613773533995] User Vector: [0.7139617762635383, 0.9224530590339542] Predicted: 1.458246975140742 Movie Vector: [-0.3835273553289522, 0.7184702461246923] User Vector: [-0.5456000696058987, 0.1254723349845827] Predicted: 0.29940069116145557 Movie Vector: [-0.27979339501581785, 0.19558190621550603] User Vector: [-0.39448602902643265, 0.10257481069326302] Predicted: 0.13043636235269712 Movie Vector: [0.4620798932068853, 0.025605268671307718] User Vector: [-0.7441708925877502, 0.20928039885608163] Predicted: -0.3385077257342717 Movie Vector: [0.689596943462023, -0.495776405118574] User Vector: [0.5936518032540907, -0.5497358881457728] Predicted: 0.6819265513943169 Movie Vector: [-0.8210717192473194, 0.2831235816461019] User Vector: [0.6415441232124434, -0.010349235747641947] Predicted: -0.5296838489112272 Movie Vector: [-0.7738878558407254, 0.049736359783035644] User Vector: [0.4012235376134181, -0.08920476607235611] Predicted: -0.31493874357621504 Movie Vector: [-0.8081808414639295, -0.40066171518559207] User Vector: [-0.5255388706194015, -0.3792617451417432] Predicted: 0.5766861079919628 Movie Vector: [-0.7652592603663804, -0.27356539518503664] User Vector: [-0.5812329945360023, 0.1726826723298275] Predicted: 0.3975539280016401 Movie Vector: [1.6276008345217416, -0.1315757125627602] User Vector: [0.6990460490991632, 0.18723289767464335] Predicted: 1.1131326309561929 Movie Vector: [1.6451728371996044, 0.024144046548246423] User Vector: [1.7257412723708463, -0.4971028362552885] Predicted: 2.8271405913209873 Movie Vector: [0.9854318492452456, -0.7982449895356049] User Vector: [0.8194170290246373, 0.10016408604882315] Predicted: 0.7275241583949071 Movie Vector: [0.04794848471193906, 0.6493342411377825] User Vector: [-0.31739667926087406, -0.0980387537361393] Predicted: -0.0788786095825102 Movie Vector: [0.30655035680359494, -1.7981894314536513] User Vector: [-0.3327112202565084, 0.6019736120016761] Predicted: -1.1844553303975869 Movie Vector: [-0.8253668877097176, 0.32840953061478045] User Vector: [0.6284467743345714, -0.00012577434455662145] Predicted: -0.5187404637171956 Movie Vector: [-0.3843905860287845, 1.210333600120935] User Vector: [0.11648764970917669, 0.24291200245745265] Predicted: 0.2492278025100879 Movie Vector: [0.35687736980179396, 0.19744014465359663] User Vector: [0.24278554411308056, -0.8110808175464346] Predicted: -0.07349524753315184 Movie Vector: [0.05791709476711084, -0.19963227214740525] User Vector: [1.1095926270982253, -0.3492635420424688] Predicted: 0.13398865581272423 Movie Vector: [-0.2835618555717286, -0.5533332072587601] User Vector: [0.6456352928009128, -0.6281463220421534] Predicted: 0.16449667735415557 Movie Vector: [-0.10271103478021898, -0.1106355524459308] User Vector: [0.5036907384397681, 0.4619317192935544] Predicted: -0.10284066791070223 Movie Vector: [1.97161603027695, 0.48139016335881823] User Vector: [-0.18408744929118875, 0.08352321642936014] Predicted: -0.32274251119411934 Movie Vector: [0.477604293419139, -0.017283650453882304] User Vector: [0.5275891955573859, -0.5077872867616405] Predicted: 0.26075528292907074 Movie Vector: [0.5366601266318731, -0.17139288049893614] User Vector: [-0.7873867182242922, 0.006090762849028028] Predicted: -0.4236029692996345 Movie Vector: [0.7673132619295794, 0.33633545732894654] User Vector: [0.27634211468560294, -1.3744732163106521] Predicted: -0.25024310836630337 Movie Vector: [-1.0473468155542986, -0.3253833741643165] User Vector: [-0.09300891410834339, -0.2735846720254832] Predicted: 0.18643249371282633 Movie Vector: [0.09593116854140199, 0.7058706432081443] User Vector: [0.6009605944968748, 0.7464363822884703] Predicted: 0.5845383813573437 Movie Vector: [1.4590629221671132, 0.8580397497862119] User Vector: [0.661427949537891, -0.5571746316738663] Predicted: 0.4869870153070881 Movie Vector: [-0.22414013309569164, -0.18132696301567838] User Vector: [0.6312911173622068, -0.12359576174583807] Predicted: -0.11908643094871074 Movie Vector: [0.573575055728392, 1.0544592755977962] User Vector: [-0.2290128584516068, -0.8154850318324691] Predicted: -0.9912518189758098 Movie Vector: [-0.32929420471191406, 0.03258705139160156] User Vector: [0.2941525923832435, 0.20232538060688826] Predicted: -0.09026955639712597 Movie Vector: [0.09466431899697927, -0.6079804302779364] User Vector: [0.2771224715157749, -0.13069728904372263] Predicted: 0.10569500407376292 Movie Vector: [0.37031800959296113, -0.6184641287335078] User Vector: [-0.6364158958485537, 0.15295585164712516] Predicted: -0.3302739753475886 Movie Vector: [-0.15705396776380465, -0.5870752653254177] User Vector: [0.8347743082563571, -0.17773221809685102] Predicted: -0.026762428202862426 Movie Vector: [-0.7682228666331272, -0.4210568665004119] User Vector: [0.2926404161655481, 0.745197644360531] Predicted: -0.5385836444573422 Movie Vector: [0.6593053421066898, -0.25442496608272236] User Vector: [0.0387027741341346, -0.3810420023133485] Predicted: 0.12246354425564987 Movie Vector: [-0.35981605379009296, -0.19977026275973037] User Vector: [0.9042738453980101, -1.2881411523045656] Predicted: -0.06803995012919967 Movie Vector: [-0.5278597221950561, 0.750415958009815] User Vector: [0.7102338263492343, -0.042641327774547585] Predicted: -0.40690256310298617 Movie Vector: [0.5909006753911372, 1.3585809183989879] User Vector: [0.9577425956329784, -0.38291912772631387] Predicted: 0.04570412639143295 Movie Vector: [0.6351111727604803, 0.9733640070419426] User Vector: [-0.14156865075624558, -0.15700235040651925] Predicted: -0.24273226871461073 Movie Vector: [0.8116561821726762, 0.1444349008768593] User Vector: [-1.5327934403702845, 0.3487324516098514] Predicted: -1.1937321347894538 Movie Vector: [0.1938681667302026, -0.8389423518103876] User Vector: [0.5454996691206825, 0.30574856955802365] Predicted: -0.1507504032033114 Movie Vector: [1.296212800586647, 0.47403656549020384] User Vector: [-0.13135284427101793, -0.28549713233926083] Predicted: -0.30559731820896324 Movie Vector: [1.6314664609896772, -0.9834849503753328] User Vector: [-0.5417558358440544, -1.607068905659584] Predicted: 0.6966716067073523 Movie Vector: [-0.08669586102334562, -1.1424177112685663] User Vector: [0.30737862262003124, -0.7180751789534563] Predicted: 0.7936933481105601 Movie Vector: [-0.47207084664818466, 0.17170386183411743] User Vector: [0.14069438028475897, 0.3607601928600054] Predicted: -0.00447379690958391 Movie Vector: [-0.5051414068638449, -1.264364291327458] User Vector: [-0.4090002099760749, 0.3096152329033234] Predicted: -0.18486350305907387 Movie Vector: [0.08393442754456831, -0.32280883043750175] User Vector: [0.8525474381847438, -1.6381463543937043] Predicted: 0.6003661899259136 Movie Vector: [1.2584762759176111, -0.5824612537675918] User Vector: [-0.41091868087713557, 0.1281033005307504] Predicted: -0.5917466202541424 Movie Vector: [0.12000439540128903, -0.5304550131060406] User Vector: [-0.4701924756398631, 1.4878315880003217] Predicted: -0.8456528882736889 Movie Vector: [-0.5550100161244628, 0.6959346890002974] User Vector: [1.0894143246405785, -0.36763641815580395] Predicted: -0.8604867982194309 Movie Vector: [-0.07144565949451961, 0.29193566911370383] User Vector: [-0.5642548660691225, 0.03244049118679233] Predicted: 0.049784097530293725 Movie Vector: [0.060536851468653216, 0.6577312303533777] User Vector: [1.597564546062711, 0.07954178514352495] Predicted: 0.14902864384353942 Movie Vector: [-1.0001686279754776, -1.6163553401097963] User Vector: [-0.3468148031732559, -0.9068196461451957] Predicted: 1.8126160634146435 Movie Vector: [0.42451129125419107, 1.224207998622546] User Vector: [0.24546617345306493, -0.41145951325169683] Predicted: -0.39950886498028093 Movie Vector: [0.2914513719850014, 0.9860775539401799] User Vector: [0.8599486339780706, 0.9215133190236846] Predicted: 1.1593168087557082 Movie Vector: [-1.225299001441673, 2.4819953306140023] User Vector: [0.0833316077287236, 0.33787092176829964] Predicted: 0.7364879144406343 Movie Vector: [-0.33451727803678877, 0.06785744876341868] User Vector: [0.04615795223687363, 0.04249617353338536] Predicted: -0.012556950623848024 Movie Vector: [0.7717035860575381, -0.23829760563483046] User Vector: [0.42347242050685385, 0.08143253909278059] Predicted: 0.3073900064150305 Movie Vector: [-0.7508617834917819, -0.5810094848610606] User Vector: [0.3053786142842376, 0.15334596843550805] Predicted: -0.3183925930879466 Movie Vector: [0.23426845751562736, -0.26925541688582366] User Vector: [-0.5769550261825184, 0.08433489270519126] Predicted: -0.15786999073302446 Movie Vector: [-0.08785774522466935, -0.18344313224731018] User Vector: [-1.6438853105021247, -1.1599266073902517] Predicted: 0.35720862682533594 Movie Vector: [-0.4313074894386213, -0.42578150833113493] User Vector: [-0.7815308713793616, -0.6320800034628294] Predicted: 0.606208095313763 Movie Vector: [0.4102819982991912, -0.538745750675132] User Vector: [-0.11315310687908395, -0.8785738597148505] Predicted: 0.4269032507715127 Movie Vector: [1.4770425348536973, 1.0933407909397754] User Vector: [1.154676014694647, 0.04962139575983093] Predicted: 1.7597586837669357 Movie Vector: [0.24877774790073576, -0.23630942737776348] User Vector: [-0.7923001097141564, 0.3862280955473971] Predicted: -0.2883759770522032 Movie Vector: [0.1271051169590498, 0.4890805472961117] User Vector: [0.06146124581411283, -0.21498330235647756] Predicted: -0.0973321123383798 Movie Vector: [-1.3891990009845718, -0.10246748557596233] User Vector: [-0.3899874038177072, 0.19707524238632856] Predicted: 0.5215763072235252 Movie Vector: [0.08221630312586425, -1.389558857921881] User Vector: [-0.26414435731205854, 0.06017166116609879] Predicted: -0.10532903731898142 Movie Vector: [-1.4432954641116482, 0.9178008395855898] User Vector: [0.7688383693368139, 0.19770009690814766] Predicted: -0.9282116161703693 Movie Vector: [1.3447673120649024, -0.07944303145413492] User Vector: [-0.38736144505464454, 0.3040616269210862] Predicted: -0.545066586655198 Movie Vector: [-0.13553281297926073, -0.19867472686796797] User Vector: [0.5517044373351179, 0.041835233692126064] Predicted: -0.08308565795240956 Movie Vector: [0.703267159486713, -0.7709624580452853] User Vector: [0.31040701885869315, -0.22418274577632671] Predicted: 0.39113554317254984 Movie Vector: [0.07300656357842925, 0.2521600636387743] User Vector: [-0.5721995578697395, -0.2117541496995522] Predicted: -0.09517026326517986 Movie Vector: [-0.5137021770238939, 0.7390496434734747] User Vector: [0.3869136699470437, -0.22435299818461257] Predicted: -0.3645663978926437 Movie Vector: [0.6789482937346542, -0.7579644994516914] User Vector: [-0.22391865716041504, 0.4295509132904901] Predicted: -0.477613533195662 Movie Vector: [0.5084897890755622, -0.3329221426151545] User Vector: [0.9728626353217752, 0.09398370242790374] Predicted: 0.4634014606510622 Movie Vector: [0.7954908617401844, -0.042942281510162245] User Vector: [-0.5764599012420045, -0.28022039990299463] Predicted: -0.4465352803001391 Movie Vector: [-0.6115165894047958, -0.10767229777129336] User Vector: [-0.24921487251629326, -0.6612065734531775] Predicted: 0.22359265993530172 Movie Vector: [0.30174170543225526, 0.9527888941530284] User Vector: [1.1883204198348287, 0.10650994499696279] Predicted: 0.46004732279089083 Movie Vector: [-1.1798279107826735, -0.5266393772150029] User Vector: [-0.09200123570815001, -0.8082911371573213] Predicted: 0.5342235667959091 Movie Vector: [-0.06831643365965727, 0.04338590411806953] User Vector: [-0.2504704725814966, -0.3689253980381202] Predicted: 0.0011050874778142997 Movie Vector: [0.8889532385415917, 0.35885725655257306] User Vector: [0.2635650866623743, 0.30078508095209017] Predicted: 0.3422359463174236 Movie Vector: [0.9898076288315107, 0.1729721053944274] User Vector: [0.9712379073995249, 0.11267924003279334] Predicted: 0.9808290555371184 Movie Vector: [-1.8617904290970542, 1.139092448042213] User Vector: [1.6080552017076066, 0.19352247090984315] Predicted: -2.7734217988590837 Movie Vector: [0.13187827226356616, -0.7617238823228101] User Vector: [1.203354814157236, 0.1852159394001821] Predicted: 0.01761294938312799 Movie Vector: [-0.3282598723440897, 0.07361844519629995] User Vector: [-0.3422161941010188, 0.09019269739683956] Predicted: 0.11897569034009635 Movie Vector: [-1.3076214913223703, 0.6954501617666115] User Vector: [0.22362259770431725, 0.14862945684926115] Predicted: -0.18904933489439948 Movie Vector: [0.3687315790555702, -0.869966457737362] User Vector: [-0.41474729576470304, -1.1002330885724223] Predicted: 0.804235457474441 Movie Vector: [0.7368533957285665, 0.1605108931056109] User Vector: [-0.07893973389552744, -0.7689033289157953] Predicted: -0.1815843710149804 Movie Vector: [-0.8614333005185439, 0.9360992911466556] User Vector: [0.6420254363952317, 0.008482801294542493] Predicted: -0.5451213464120438 Movie Vector: [0.49103861775320023, 0.969755701575391] User Vector: [0.9753686130285872, 1.569430136341952] Predicted: 2.000907478483265 Movie Vector: [-0.13750984040569472, -0.857825666571864] User Vector: [0.6667131588648214, 0.3117816819775453] Predicted: -0.3591339492391629 Movie Vector: [-0.4079194029094244, 0.12008960713939797] User Vector: [0.1260988288060761, 0.7577546647664798] Predicted: 0.03956030104570048 Movie Vector: [0.5282853821633552, 0.15665858405166133] User Vector: [-0.6356505296344706, -0.6372090330209639] Predicted: -0.43562914782827794 Movie Vector: [-0.8889267976006691, 0.01162368072149595] User Vector: [1.5704864624721884, -1.1457535205892786] Predicted: -1.4093653748694654 Movie Vector: [-0.48032560251921336, -0.46542596796845925] User Vector: [0.6215108125778175, -0.3627527960096172] Predicted: -0.12969298430760495 Movie Vector: [-1.1112773988535074, -0.8581451050682634] User Vector: [-0.9372815922759609, -0.49839136560345293] Predicted: 1.4692719606585938 Movie Vector: [-0.16408765028875974, 0.4896859111639016] User Vector: [1.4517979532603242, -1.4849873587932787] Predicted: -0.9653995027020796 Movie Vector: [0.29337741394036676, -0.7368665294572376] User Vector: [-0.12484262969946955, 0.987864104841972] Predicted: -0.7645500023610298 Movie Vector: [0.0004646371689858257, -1.4848899958607404] User Vector: [0.3662408701429718, 0.03801522353923582] Predicted: -0.05627825600275087 Movie Vector: [0.529820920878397, 0.10813509634634465] User Vector: [-1.090915398899839, -0.170728675073145] Predicted: -0.5964515629736549 Movie Vector: [1.5526884454460017, -0.13325384792758238] User Vector: [-0.02436939913261879, 0.3930148245404862] Predicted: -0.09020882211828243 Movie Vector: [0.12631777799411778, -0.25347600850604646] User Vector: [-0.46621498402079065, -0.11020976810039497] Predicted: -0.03095570873260428 Movie Vector: [-0.0981893270273427, 0.21885258257632326] User Vector: [0.2671080724375867, -1.1257939540916448] Predicted: -0.2726100761779845 Movie Vector: [1.182603722785687, 1.1003599993560025] User Vector: [-1.112967499415923, -0.5732264490485006] Predicted: -1.946954963254599 Movie Vector: [-0.3354358673095703, -0.4391956329345703] User Vector: [0.9680214761092159, -0.21542025658190384] Predicted: -0.2300974874765685 Movie Vector: [-1.2770976014169708, 0.09655856002304881] User Vector: [0.7439765184500814, -0.29286254843698023] Predicted: -0.9784090131849029 Movie Vector: [-0.8170936920398765, -1.3832305757945489] User Vector: [0.6459270300680662, 0.18211187261758346] Predicted: -0.7796856122065121 Movie Vector: [0.25500945216079474, -0.2842098018691708] User Vector: [0.2892286965667577, 0.25018978468816355] Predicted: 0.0026496623247561635 Movie Vector: [-0.14881161613158453, -1.0892416198049442] User Vector: [-0.020311350746102422, 0.028835179278180023] Predicted: -0.028385912453987798 Movie Vector: [-0.6622211580246128, 0.3600596899904294] User Vector: [0.23675538510190644, -1.090014182172646] Predicted: -0.549254593809002 Movie Vector: [-0.293966608164137, -0.5968397942416354] User Vector: [0.06773768950578893, -0.19083253180341517] Predicted: 0.09398383018726841 Movie Vector: [0.4593637168404346, -0.17269143520220137] User Vector: [0.5782280595701657, 0.14239805246613668] Predicted: 0.241026066575208 Movie Vector: [0.6474613951442505, 1.0547834179710727] User Vector: [-0.9077150459514538, 1.0990391371521895] Predicted: 0.5715378075242092 Movie Vector: [-0.5495017555928785, 0.046950512302313785] User Vector: [-0.6777994124635655, 0.28393723714524516] Predicted: 0.3857829658342236 Movie Vector: [1.1347834561204908, 0.7314368655967649] User Vector: [-0.3374305061571085, -0.10766746998654418] Predicted: -0.4616625127511418 Movie Vector: [0.936414609332314, 0.05768070245994161] User Vector: [0.8021334127298221, -0.3405474005573607] Predicted: 0.7314864330287365 Movie Vector: [0.7715857451965026, -0.5313630507431841] User Vector: [-0.29738249138020656, -0.13177456121584094] Predicted: -0.15943595836199548 Movie Vector: [0.1805708322966817, 0.10178743364949905] User Vector: [0.8726810911958123, -0.9325152177800544] Predicted: 0.06266242010986876 Movie Vector: [0.2719127721662332, 0.05123800744969165] User Vector: [-0.07551169806715362, 1.2685886909801252] Predicted: 0.04446736164661489 Movie Vector: [0.7518099826772036, 0.18893936525880292] User Vector: [-0.4813964993532807, 0.12840798703242465] Predicted: -0.3376573702755895 Movie Vector: [1.140215596491402, 1.3204195180816116] User Vector: [-0.05180435205156991, 0.28423836645443473] Predicted: 0.3162457566787379 Movie Vector: [-0.7698829668123942, -0.2564684144703092] User Vector: [-0.03389448310578917, -0.07058792678101097] Predicted: 0.0441983588743297 Movie Vector: [0.04056760987371624, 0.5266842454985796] User Vector: [0.07089456870135231, -0.02808751502427908] Predicted: -0.011917228453250613 Movie Vector: [-0.034163271581233154, -0.19098796894712464] User Vector: [0.06303494066177626, 0.1552624699159479] Predicted: -0.03180674357989611 Movie Vector: [1.044860759868278, 1.3465662477120537] User Vector: [1.0164075946157805, 0.18766702369530197] Predicted: 1.3147104915628047 Movie Vector: [-0.45537353574321165, -0.18112753647200833] User Vector: [1.0022233854436255, 0.27531808125845225] Predicted: -0.5062536924385391 Movie Vector: [0.41038519727630773, -0.46400694599700776] User Vector: [0.12407565621618963, -0.4139872724953034] Predicted: 0.2430117826456451 Movie Vector: [-0.12873518843357296, -1.5306493817480973] User Vector: [0.4247215164734517, 0.6747567525421526] Predicted: -1.0874926105640024 Movie Vector: [0.0741953669831863, -0.0401100248338806] User Vector: [-0.9052731233769791, 0.8928777114559031] Predicted: -0.10298041878908498 Movie Vector: [0.19463717841549322, 0.2313935728161591] User Vector: [-0.9598343453184379, 0.16760224202646784] Predicted: -0.14803736712455992 Movie Vector: [-0.6692963287831439, 0.32837829539637337] User Vector: [-1.3443889009661127, 0.49714161587621736] Predicted: 1.0630450722654559 Movie Vector: [-0.26080248009464, 0.6439417736467459] User Vector: [-0.3107534388835073, -0.008073794988251823] Predicted: 0.07584621369396176 Movie Vector: [1.0502436011809533, 0.9459902916809168] User Vector: [-0.27138836639581243, 0.3513516374979554] Predicted: 0.04735134279710451 Movie Vector: [-0.9248848809231424, 0.28803092748829395] User Vector: [0.047480838911212964, -0.02435117057665659] Predicted: -0.05092820028914816 Movie Vector: [0.1450505221551135, 0.24005218646586987] User Vector: [-0.7327951939598453, 0.9567548641549826] Predicted: 0.12337877153562665 Movie Vector: [0.7525118287262967, -1.6056398100882807] User Vector: [1.5330439586948552, -0.29308308001854344] Predicted: 1.6242195738163292 Movie Vector: [1.2105514063112939, -0.567520745438863] User Vector: [-0.10174774532184155, 0.1616462155264438] Predicted: -0.21490845692129715 Movie Vector:
avg loss: 14.586455244987675: 27%|████████████ | 18716/70000 [00:30<01:15, 678.69it/s]
[0.05364989722218573, -0.25181092087729956] User Vector: [0.5817110958257479, 0.1490477558311651] Predicted: -0.006323112146484178 Movie Vector: [-0.9906220374456625, 0.5548075851099221] User Vector: [-0.42562613278861683, 0.1358531306488052] Predicted: 0.49700697419806406 Movie Vector: [-0.2718761171248643, 0.6380173162478261] User Vector: [0.5667994483244271, -1.2368996229125908] Predicted: -0.9432626110775997 Movie Vector: [-0.3619740581759069, 0.14782992003689668] User Vector: [0.9494536293177996, -0.23973166158816117] Predicted: -0.3791170956168974 Movie Vector: [0.38694566881840686, -0.43482678163142574] User Vector: [-1.4027267579629146, 0.5257640439605258] Predicted: -0.7713953306623144 Movie Vector: [0.4174996433587337, 0.7589850146050794] User Vector: [0.7099487180381797, -0.5578557971261923] Predicted: -0.12700085374542103 Movie Vector: [2.0809812249968567, 0.8330986715230869] User Vector: [0.854448640749839, 0.12883332228936492] Predicted: 1.8854224487716744 Movie Vector: [2.13816451488234, -0.6802509118505834] User Vector: [0.8095324309611602, -1.0106962231201344] Predicted: 2.4184405449090027 Movie Vector: [-0.8316580815574504, -0.19876330195322298] User Vector: [-0.6500906160749818, -0.34742563394220866] Predicted: 0.6097085807889655 Movie Vector: [-0.4206493630183587, -0.09647733168776532] User Vector: [1.9058513599802032, -0.19231869267819643] Predicted: -0.7831407662800733 Movie Vector: [-0.37494694782455945, 0.7492124808350273] User Vector: [-2.4030965006915577, -0.9217888828766719] Predicted: 0.21041796251599898 Movie Vector: [-1.627560395974145, -0.016124874276019358] User Vector: [-1.0051690113453227, -0.15322805644112467] Predicted: 1.6384440572718049 Movie Vector: [-0.33667496196387026, -0.023132154121759035] User Vector: [0.8944117565509582, -0.21725260413634512] Predicted: -0.2961005233945968 Movie Vector: [0.9299305174918859, 0.3779319396351513] User Vector: [0.281311395752037, -0.3890418057487931] Predicted: 0.11456872758225337 Movie Vector: [-0.3408707142948181, -0.11778201655160822] User Vector: [0.34944902968581054, -1.3096386748789974] Predicted: 0.03513494372259102 Movie Vector: [-0.060948569165919425, -0.13533050626782012] User Vector: [0.09481243969003864, 0.2171363189822943] Predicted: -0.03516385051524265 Movie Vector: [-0.14836882210763336, 0.3899093112341401] User Vector: [-1.2886683734103852, -0.0918027860824955] Predicted: 0.15540344755945779 Movie Vector: [0.015431858537229805, 1.7305206115790885] User Vector: [0.19510515762907243, -0.5014328385635708] Predicted: -0.8647290272644531 Movie Vector: [0.16561882637139297, 1.0358940396448797] User Vector: [-0.1950196592220759, 0.3368941685811499] Predicted: 0.31668773414462126 Movie Vector: [1.2481097867980082, -0.0035711429065489048] User Vector: [-1.2798683530664705, 0.9641973355735091] Predicted: -1.6008595037507571 Movie Vector: [1.0309826499702934, -0.23342647540516698] User Vector: [-0.7961182959699269, 0.06248718290199838] Predicted: -0.8353703133317211 Movie Vector: [0.9323358890325631, 0.4083662951171482] User Vector: [0.7290057824182201, -0.0776456158655693] Predicted: 0.6479704017776587 Movie Vector: [0.2836749860911834, -0.30738550713423174] User Vector: [0.36440832204131524, -0.710731545953632] Predicted: 0.32184210237583527 Movie Vector: [0.589088174257711, -0.3296227470612661] User Vector: [0.13730937318067382, 0.4273102280484026] Predicted: -0.059963843261216676 Movie Vector: [-0.6554476552787437, -1.229141210240229] User Vector: [-0.6539577191914459, 0.2142793883738303] Predicted: 0.16525542694012246 Movie Vector: [0.7457140802503147, -0.6752855410143399] User Vector: [-0.11435349676908363, 0.08620031446024097] Predicted: -0.1434848386524546 Movie Vector: [0.8700592735017028, 0.49255479100116445] User Vector: [-0.11759207099328531, 0.8760522163454656] Predicted: 0.32919164447016924 Movie Vector: [0.30317358350644563, -0.4410218852366534] User Vector: [0.8244675845903999, 1.0889682443611723] Predicted: -0.23030203598583776 Movie Vector: [1.042300092229913, 0.3966541270022367] User Vector: [0.8222135493092388, -1.3337011175677012] Predicted: 0.3279752058069798 Movie Vector: [1.078056920156703, 0.18321044453275429] User Vector: [1.0399817715332549, -0.179767653987446] Predicted: 1.0882242338386023 Movie Vector: [0.6980470880526355, 1.1464446935210466] User Vector: [0.19058767239848476, -1.0649120963783056] Predicted: -1.08782365222279 Movie Vector: [-0.7318477781043029, 1.179503570617557] User Vector: [0.11772196206827178, -0.9012793277277327] Predicted: -1.1492167415523957 Movie Vector: [1.0440014829127575, -0.18195247611609994] User Vector: [-0.3640454335633562, -0.2902184778977701] Predicted: -0.32725800181961673 Movie Vector: [0.5908778440936582, -0.5436388241668575] User Vector: [0.8468485577666922, -1.4796074880590648] Predicted: 1.3047561251239146 Movie Vector: [1.3248133732504637, -1.7725518298900487] User Vector: [-0.23829551304819938, -0.09905752129311743] Predicted: -0.1401124918393471 Movie Vector: [0.28867706502171525, 1.088302094203902] User Vector: [0.5632298967663533, 0.9351955235378396] Predicted: 1.1803668002873398 Movie Vector: [0.7528258171883175, -0.7515567464927362] User Vector: [0.5744401825063902, -0.19482783526012468] Predicted: 0.5788775738155015 Movie Vector: [0.7592154527424181, -1.1618306893720531] User Vector: [0.7625802615514401, -0.34661519110615585] Predicted: 0.9816708849558992 Movie Vector: [0.7192461837907744, -0.6553338905412404] User Vector: [0.3894561635995494, 0.255454996508137] Predicted: 0.11270654270289501 Movie Vector: [0.39718007318278586, -0.6404752500826553] User Vector: [0.46449559829630593, 0.10202486303993849] Predicted: 0.11914399605425544 Movie Vector: [0.18191195811319946, -0.000975539195657793] User Vector: [-0.25661555430727423, -0.36502282420236487] Predicted: -0.04632534389402122 Movie Vector: [0.6266385416772906, 1.1165014366247112] User Vector: [-0.4797618763153949, -0.5725765184605989] Predicted: -0.9399197879654739 Movie Vector: [-0.4068167838458236, -0.41607477246210284] User Vector: [0.8141738566487763, -0.22276556374616227] Predicted: -0.23853245860512923 Movie Vector: [-1.6283069977124476, 0.6084661290882002] User Vector: [0.1204137098952564, -1.350938012823681] Predicted: -1.0180705097438931 Movie Vector: [0.29276115664869506, -0.6073434170251597] User Vector: [0.19154651981270726, 0.37448462480037015] Predicted: -0.1713633909572413 Movie Vector: [1.1101974046263183, -0.345215443855986] User Vector: [0.9172442481646739, 0.14695298880692342] Predicted: 0.9675917424638938 Movie Vector: [-0.8122840510285096, -0.38747346656464454] User Vector: [-0.9497790613950675, 0.17955642309121123] Predicted: 0.7019170338729415 Movie Vector: [-1.5866148059838605, -0.5149781047016319] User Vector: [0.2893214649474917, 0.04136451266350866] Predicted: -0.48034353830799126 Movie Vector: [1.1643554799457663, -0.3605631933235692] User Vector: [1.2854881520043901, 1.1037373384556393] Predicted: 1.0987981148476456 Movie Vector: [0.8758916453704024, -0.7548179518442701] User Vector: [0.7309974016634138, -1.122291422174233] Predicted: 1.4874002295624043 Movie Vector: [0.9574816163823108, 1.4402992055525696] User Vector: [0.5318557777709085, -0.3782903946261973] Predicted: -0.03560922506591946 Movie Vector: [-0.30538375688504116, 0.367767054964016] User Vector: [-0.1703258806192589, -0.18999840305918264] Predicted: -0.017860395822679377 Movie Vector: [0.8189908223865965, -0.1803444884278965] User Vector: [3.102705350101166, 0.4399781498459874] Predicted: 2.4617395719492197 Movie Vector: [0.10849323912676732, 0.4602216185481587] User Vector: [0.7900030753102664, 1.1155503618209366] Predicted: 0.5991103856497337 Movie Vector: [-0.542847928101914, -0.49821637656249945] User Vector: [-0.8330219442646432, -0.5908000642039116] Predicted: 0.7465505037680544 Movie Vector: [-0.7653640751522426, -1.3686459912166216] User Vector: [-1.3682272618533136, 0.17254832018232763] Predicted: 0.8110344261577418 Movie Vector: [0.05145783630777822, -0.31486622363874345] User Vector: [-0.07686190596607853, -1.3330728009648833] Predicted: 0.41578445129982883 Movie Vector: [0.7637117511392906, -0.7552488331730219] User Vector: [-0.6128444731825631, 0.9517042751362434] Predicted: -1.1868100691127157 Movie Vector: [-0.10486706522287867, -0.002710432069734481] User Vector: [0.355369537128944, -0.17897129424098268] Predicted: -0.036781470892852525 Movie Vector: [0.6856826274983188, -0.5462593013390387] User Vector: [0.07175589306047035, 0.7737529765848082] Predicted: -0.37346799110602724 Movie Vector: [0.4369453868369493, -0.5526269119797749] User Vector: [1.2363872309435038, 0.2582871868472082] Predicted: 0.397497246433558 Movie Vector: [-0.7586167417201655, -0.620389612069635] User Vector: [-0.34507163406761093, 0.07666051991238729] Predicted: 0.21421772848692175 Movie Vector: [1.2471100293287554, -1.0191694577598598] User Vector: [0.31251447556310014, 0.0889675964860131] Predicted: 0.2990668797163104 Movie Vector: [-0.39112054386391265, 0.22103752176331018] User Vector: [-1.8379752850367344, -0.29588220558901335] Predicted: 0.6534688236347397 Movie Vector: [-0.29112443812442074, -0.6105639657130723] User Vector: [-0.47968040688835195, 0.3774864625789291] Predicted: -0.09083294266052522 Movie Vector: [-0.7222442474042623, 0.5048632501219981] User Vector: [0.5403578821050399, -1.702780450461464] Predicted: -1.2499416443540903 Movie Vector: [0.5083902126999436, -1.461163637086829] User Vector: [0.0037413967589689026, -0.010729678485276674] Predicted: 0.017579905534406245 Movie Vector: [0.5837990567523774, -2.1816940888023146] User Vector: [-0.15296122417136243, -0.23123223732511677] Predicted: 0.4151793869218109 Movie Vector: [0.6469002560527257, -0.896218191251216] User Vector: [0.9753485607144844, 1.569390534882458] Predicted: -0.7755631128722776 Movie Vector: [0.2869985041274515, -0.424152389138702] User Vector: [-0.6074374261729837, 0.18103610255582891] Predicted: -0.2511205280820895 Movie Vector: [1.4672190113876111, -0.49123049642094546] User Vector: [-0.040848645126236385, 2.487886683153926] Predicted: -1.2820597191234024 Movie Vector: [0.28970832947295144, 0.6766735973496619] User Vector: [-0.06205229572593765, 0.07379283099575817] Predicted: 0.03195659347379236 Movie Vector: [0.49501062547049157, 0.22049198190681218] User Vector: [0.4990789236912914, 0.8581495714708929] Predicted: 0.4362644699616647 Movie Vector: [-0.3772749990356359, 0.5332952439020017] User Vector: [0.6682861659004826, 0.3384516213250848] Predicted: -0.07163302265204441 Movie Vector: [-1.1405149857978296, -1.0762229165469148] User Vector: [0.27557926051884785, 1.3452506676838332] Predicted: -1.7620918734582096 Movie Vector: [0.46645054838745464, 1.0176326716657125] User Vector: [0.19778895545257863, -0.20047314277035955] Predicted: -0.11174925313878567 Movie Vector: [0.6068086629253059, 0.612521998498504] User Vector: [-0.18971342530421842, -0.512199558912258] Predicted: -0.42885324740282116 Movie Vector: [0.3439907967366139, -0.425023735332031] User Vector: [0.2779967172909503, 0.20392417075981378] Predicted: 0.008955699490254224 Movie Vector: [1.3771632053137752, -0.6653359017671501] User Vector: [-1.4526684091548119, 0.3629907683645927] Predicted: -2.2420722728127105 Movie Vector: [-0.8071720141718332, -0.2611132350360666] User Vector: [0.0858982779907499, 0.44370403326214314] Predicted: -0.18519168158331434 Movie Vector: [-0.20155172079673658, -1.1356656636887084] User Vector: [-1.0096633286195809, -0.24116424743622666] Predicted: 0.47738133643128766 Movie Vector: [2.0864922018701075, -0.6157383492848836] User Vector: [0.02789789944166475, -0.031764048685959556] Predicted: 0.07776709253808733 Movie Vector: [0.20243391479237224, -0.036405756254624375] User Vector: [0.5339433514792379, -0.7165719266593962] Predicted: 0.13417558581817027 Movie Vector: [-0.3976262693642108, 0.051479669256270864] User Vector: [-0.2977381868874436, 0.09080512943301984] Predicted: 0.1230631425293031 Movie Vector: [0.8466387048851742, -0.7124750742185009] User Vector: [0.41783877935570385, 0.43551183809471006] Predicted: 0.04346715383495092 Movie Vector: [0.08379634583634045, -1.476240296192707] User Vector: [-0.07400768899586599, -0.24952828579596695] Predicted: 0.36216213663025076 Movie Vector: [-0.008891994637180198, -0.9601623605862696] User Vector: [-0.15328301825816873, -0.26414427378472294] Predicted: 0.2549843812288079 Movie Vector: [-0.33118371231490196, -0.11490246968482548] User Vector: [-0.5675626254206384, 0.817720355533162] Predicted: 0.09400940889568529 Movie Vector: [-0.6133699982291133, 0.4576089229223147] User Vector: [0.3352528596403171, 0.060725679504377274] Predicted: -0.1778454331321627 Movie Vector: [-0.5485869493605688, -0.7357367287584448] User Vector: [0.5322489353870061, -0.4492457819681437] Predicted: 0.03854180226940335 Movie Vector: [0.05700594257583182, 0.34246572779996387] User Vector: [0.3540409767682826, -1.340415571787736] Predicted: -0.43886395475554757 Movie Vector: [-0.28031746017961745, -0.33316262178391526] User Vector: [0.8578591443659251, 0.9144438762151124] Predicted: -0.5451314158145888 Movie Vector: [0.031775578030939416, -0.627279058954886] User Vector: [-0.6077951963995447, 1.4534943858006524] Predicted: -0.9310596342112671 Movie Vector: [-0.2162417697189614, 0.46803133188869434] User Vector: [1.1143676457375706, 1.3767929407973591] Predicted: 0.4034094019844954 Movie Vector: [0.04936314400984354, 1.6433150194901776] User Vector: [-0.04770995428752367, -1.2275163102067714] Predicted: -2.0195511025761497 Movie Vector: [-0.3724255146545433, -0.4038078295290085] User Vector: [-0.443206554659752, 0.13663155915456004] Predicted: 0.1098885358700579 Movie Vector: [0.499733914310707, -0.8036581389277855] User Vector: [0.23699384626992634, 1.2299418239923243] Predicted: -0.8700188947950971 Movie Vector: [-0.6582365041207529, -0.05289094794059615] User Vector: [-0.8085827513038158, -0.6587852903392959] Predicted: 0.5670824620059302 Movie Vector: [2.1383522716534724, 0.16810898034584437] User Vector: [0.3818191131840283, -0.7508412059250825] Predicted: 0.6902406185080714 Movie Vector: [-0.6394481658935547, 1.0631084442138672] User Vector: [0.5287333716068193, 0.19249924907417978] Predicted: -0.1334500075251069 Movie Vector: [0.8602237701416016, 0.022726058959960938] User Vector: [1.1094010590637648, 0.7275547268525308] Predicted: 0.9708676132459663 Movie Vector: [-0.1202874085105953, 0.3072124485347688] User Vector: [-0.6376763826262145, -1.064886297100439] Predicted: -0.250441887208831 Movie Vector: [0.1435977591807878, -0.7828851141659812] User Vector: [-1.51250103115539, -0.08544617211693628] Predicted: -0.15029722261973116 Movie Vector: [0.08001757675423757, -0.36449820467382] User Vector: [1.287559051701563, 0.1935675991417054] Predicted: 0.032472312874969864 Movie Vector: [-0.3512980632967414, 0.33415939034634495] User Vector: [0.3840526955851407, 0.292407628756961] Predicted: -0.03720621320490647 Movie Vector: [0.654459610229923, 0.41251404716354184] User Vector: [0.05824711118908832, -0.07009912792834057] Predicted: 0.009203506721475095 Movie Vector: [0.21436013684408894, -0.5734182283885918] User Vector: [0.6785515045328749, -0.008845828718659826] Predicted: 0.15052675279991237 Movie Vector: [0.23076099894628793, 0.45406372437817666] User Vector: [1.119668493640866, -0.38399367033791754] Predicted: 0.08401822398997108 Movie Vector: [-0.0961946841698445, -0.12921792257525117] User Vector: [-0.6267264485679963, 0.2774481683905482] Predicted: 0.024436476839151594 Movie Vector: [0.003973321618141894, 0.6357510171573078] User Vector: [1.301845289506872, 0.1284905467889218] Predicted: 0.08686064584842954 Movie Vector: [1.2850936607214962, -1.00835615900071] User Vector: [0.6466501454627397, 0.4020395770339757] Predicted: 0.42560691897455044 Movie Vector: [2.130368410677166, -1.5460721457414726] User Vector: [1.422517664351867, -1.397606346705849] Predicted: 5.191286939118894 Movie Vector: [0.5516713172285188, -0.5341153424224241] User Vector: [-0.7424426707034361, 0.2894604844513035] Predicted: -0.5641896118840928 Movie Vector: [0.4601221940828149, -0.23372197908062883] User Vector: [0.2575942887569735, 1.2780420141160531] Predicted: -0.18018165956133608 Movie Vector: [-1.5543220578104264, -0.5103611856251232] User Vector: [-1.307660598203952, -0.04189172536994593] Predicted: 2.0539056225456673 Movie Vector: [-0.5832099946855275, -1.0121943488357772] User Vector: [-0.18530763843186587, 0.0029484043031817488] Predicted: 0.10508890865127249 Movie Vector: [-0.3285146447127429, 0.34196456545023224] User Vector: [0.07686977827798627, 0.3839747817769009] Predicted: 0.10605292149404569 Movie Vector: [0.49414668193584443, 0.9895606748126602] User Vector: [0.2984565190079656, -0.39746137034341217] Predicted: -0.2458308432790831 Movie Vector: [0.6478957693387661, -0.2718459462466523] User Vector: [0.7645828049971907, -0.2389881592467995] Predicted: 0.5603379269590385 Movie Vector: [-0.5464842027907998, -0.48387917139344183] User Vector: [0.018908979310116897, 0.10508092309165705] Predicted: -0.061179928478725956 Movie Vector: [-0.02839990479293415, -0.17679211894412042] User Vector: [-0.1652350380185866, -0.05241138883476778] Predicted: 0.013958579837087523 Movie Vector: [-0.3765517726347776, 1.475924153540223] User Vector: [-0.6025798553836179, 0.8304910417553305] Predicted: 1.4526443005241834 Movie Vector: [-0.8849516884584777, 1.8736670865094103] User Vector: [0.5454958772922048, 0.42154245411404334] Predicted: 0.30709272418301115 Movie Vector: [0.767645233923255, -0.8174577130431976] User Vector: [0.4752250734636103, -0.8920030847599849] Predicted: 1.093979064380544 Movie Vector: [1.40779629212902, 1.2705003050874717] User Vector: [0.8648672177257118, -0.2810657778424539] Predicted: 0.8604627057997136 Movie Vector: [0.3930963659070395, 0.07005679989630402] User Vector: [0.5887066150646805, -0.2090702182825504] Predicted: 0.21677164052086303 Movie Vector: [-0.38701281505671636, 0.7419597300599454] User Vector: [-1.8525819053631662, 0.38457508650356675] Predicted: 1.0023121656877008 Movie Vector: [-0.04895321353235193, -0.07423640204209352] User Vector: [0.8228744736266437, 0.17186991614605893] Predicted: -0.05304135401172652 Movie Vector: [0.5532480313244854, -1.9574828782077012] User Vector:
avg loss: 14.584378338461926: 27%|████████████ | 18785/70000 [00:30<01:18, 648.86it/s]
[-0.40759998210998843, -0.5084879810431194] Predicted: 0.7698526289960619 Movie Vector: [-0.8987655277500507, 0.7107437240304837] User Vector: [0.2489417093233078, 0.6189832620617798] Predicted: 0.2161982420313637 Movie Vector: [0.26661056111704534, -0.5250637729196639] User Vector: [0.013663503375181643, 0.4789923211122714] Predicted: -0.24785868102107456 Movie Vector: [1.006443484308854, 0.34867918297053013] User Vector: [1.4081958547161717, 0.04106699377576503] Predicted: 1.4315887484466183 Movie Vector: [-0.47345034184955487, -2.178310288836705] User Vector: [0.2857809499704886, -0.08178548170194072] Predicted: 0.042851067811185195 Movie Vector: [-0.9971920110787679, -0.9195440135126404] User Vector: [0.3236245666062619, 0.21185534913602075] Predicted: -0.5175261504372511 Movie Vector: [-0.09171030150202891, 0.9925138992907488] User Vector: [0.649063563624536, -0.4143718283601345] Predicted: -0.4707956142359415 Movie Vector: [0.7502589743458667, 0.8547098263668964] User Vector: [1.1586020512144186, 0.5873749178209989] Predicted: 1.371286700642203 Movie Vector: [-0.5913883525335828, 0.20521400681466617] User Vector: [0.6880461819534907, -0.3173799451870385] Predicted: -0.47203330824694784 Movie Vector: [-0.819533633783591, -0.18430628696988727] User Vector: [0.1522674880678156, -0.1396369261949944] Predicted: -0.0990523644124289 Movie Vector: [0.6197797948940168, 0.9941123569341866] User Vector: [0.8821807968307998, 1.0050137343047807] Predicted: 1.5458544054801873 Movie Vector: [0.3308165344506933, 0.5181203829359469] User Vector: [0.5736615033438639, -0.5240005155411679] Predicted: -0.0817186372868316 Movie Vector: [0.8967699772906288, -0.7057657734602746] User Vector: [0.6202507415108934, -0.2034484910268254] Predicted: 0.6998092250080927 Movie Vector: [0.02076996590309431, -0.2784267292952715] User Vector: [0.11223072476622817, -0.016115004982996846] Predicted: 0.006817876456666936 Movie Vector: [0.6379488566963564, 0.7469059329633634] User Vector: [0.055752456988611906, -0.21516612450009331] Predicted: -0.12514163876795564 Movie Vector: [1.0299714802635649, -0.3657883101771285] User Vector: [-0.6053133345740119, 0.05537925735170122] Predicted: -0.6437125562000127 Movie Vector: [-0.5376940407976294, -0.32142206354105707] User Vector: [0.6157048095851863, 0.8549257163206513] Predicted: -0.6058527949184939 Movie Vector: [0.4784531448922874, 0.3691169595313784] User Vector: [0.22111160376269617, -0.28479651577121023] Predicted: 0.0006683182058399295 Movie Vector: [-0.221936104387933, 0.24022815661861613] User Vector: [0.5355350744518942, -0.483649820474369] Predicted: -0.23504087300843735 Movie Vector: [0.5840221540191434, 0.9254795441279415] User Vector: [0.9506271402253192, 1.114800075060029] Predicted: 1.5869119753638 Movie Vector: [-1.2855930508776305, 0.710091236381383] User Vector: [-0.437617522436664, -0.16759496384130618] Predicted: 0.4435903307014945 Movie Vector: [0.6643169310646133, -0.3037657674599141] User Vector: [0.39286936405499084, -0.20839354479470767] Predicted: 0.32429259530657417 Movie Vector: [0.12546047302886368, -1.094888125190062] User Vector: [1.040574067226713, 0.540722383741663] Predicted: -0.4614796022873786 Movie Vector: [-0.5977792940299043, 1.3459566811284063] User Vector: [0.854835990972317, -0.3301876245705215] Predicted: -0.9554214945113966 Movie Vector: [-0.6292379202343199, 0.08035282259137183] User Vector: [0.14251441895515987, -0.6981782294015217] Predicted: -0.14577606799100593 Movie Vector: [-1.6850645521408059, 0.8814490171706569] User Vector: [0.04539807484875784, 1.118038834169809] Predicted: 0.9089955448745284 Movie Vector: [-1.017806802466084, 1.7178244718691176] User Vector: [-0.32228901622837014, 0.12314568041741737] Predicted: 0.5395706165033505 Movie Vector: [-0.9138301445262496, -1.4380148283042398] User Vector: [1.065762337585735, 0.3209054370621671] Predicted: -1.4353925279654551 Movie Vector: [-0.7671014745450713, 0.12999706940363542] User Vector: [1.2268406003440095, 0.5640299220659355] Predicted: -0.8677889966311176 Movie Vector: [2.090160789060995, -0.6199153369603786] User Vector: [0.46848472068425573, -0.5368362412471991] Predicted: 1.3120014128337243 Movie Vector: [-0.4379369555213774, 0.6684599155813544] User Vector: [-0.448978006003876, -0.1381909510858657] Predicted: 0.10424894954843128 Movie Vector: [-0.695286262612451, -0.23532658967795997] User Vector: [0.7156843170750111, -0.10817694455240377] Predicted: -0.47214856258612986 Movie Vector: [0.38235925004339544, -1.176888334014568] User Vector: [0.4584581551665823, 1.5888808432854225] Predicted: -1.6946396122160694 Movie Vector: [0.5603065555835419, 0.5055859877062238] User Vector: [0.6507689457567373, -0.9371097737990981] Predicted: -0.10915946409768268 Movie Vector: [0.6786142040798643, 0.7135734520889191] User Vector: [0.1600430388317885, 0.836660679911108] Predicted: 0.7056263290065885 Movie Vector: [0.7023400748807592, 0.8376057332843762] User Vector: [-0.17333583612257342, 1.446947548574138] Predicted: 1.0902308583256242 Movie Vector: [-0.39807707010939786, 1.643050695636716] User Vector: [-0.9757706973945804, -0.7482587089957916] Predicted: -0.840995052014328 Movie Vector: [-1.2601952867908357, -0.9373309016778428] User Vector: [-0.23958135320913126, 0.22444306216941262] Predicted: 0.09154187427852598 Movie Vector: [0.9256484379579976, -0.8312089504837874] User Vector: [-0.21034869961869956, 0.46212445404944735] Predicted: -0.5788309276718797 Movie Vector: [0.7602885856133764, -0.05590945105088946] User Vector: [-0.6130698607690733, -1.0204677051946554] Predicted: -0.4090562281137143 Movie Vector: [-0.6650824179901008, -0.2497909346546287] User Vector: [0.5116463057600595, -0.4236821630523162] Predicted: -0.23445499868526998 Movie Vector: [0.4306254101846662, 1.0546592036929112] User Vector: [-0.21179813016364973, -0.14005426970629153] Predicted: -0.23891518124029665 Movie Vector: [0.6503147669067416, 0.3013630334091413] User Vector: [-0.0656468194550062, -0.9409548820023784] Predicted: -0.32626011363342866 Movie Vector: [0.24043134712460767, 0.29479083860084987] User Vector: [-0.05917538306061859, 0.6472191538498293] Predicted: 0.17656666005604443 Movie Vector: [0.5048439578300141, 0.24526838869457562] User Vector: [0.6347397165740286, -0.25935524836743995] Predicted: 0.2568328668405706 Movie Vector: [-0.07719870837090097, -0.15285096220602892] User Vector: [0.5738773155582866, 0.9753359072855247] Predicted: -0.19338361942714233 Movie Vector: [1.8260593599601451, 0.33995077233128895] User Vector: [-0.16597518584440107, -0.01761463663765858] Predicted: -0.3090686509616002 Movie Vector: [0.30264295489117643, 0.5664805639330391] User Vector: [-0.6118547045340894, 0.8668445391398722] Predicted: 0.30587706762996575 Movie Vector: [-1.33593588583915, 0.6908113740073488] User Vector: [-1.2297245850236802, -1.5941580909220774] Predicted: 0.5415706616569786 Movie Vector: [-0.8304680940981064, -0.659610272673605] User Vector: [0.4098862407227709, 0.3598527637560418] Predicted: -0.5777600247535503 Movie Vector: [0.7254031751363578, -0.9783864992879499] User Vector: [-0.010321410529798618, 0.1946209902807745] Predicted: -0.19790173333896285 Movie Vector: [-0.20367991044272143, 1.3418047217325786] User Vector: [-0.8078241848061677, 1.261771965291579] Predicted: 1.857589138392821 Movie Vector: [0.7045650964552936, -0.8778995471611019] User Vector: [0.5865548521199998, 0.1263131226610494] Predicted: 0.3023758427756082 Movie Vector: [0.6471970658818506, 1.0035489351679876] User Vector: [-0.5278611588284192, -0.27405816199513566] Predicted: -0.6166609698310607 Movie Vector: [-0.8017726827966124, 0.6778690250996171] User Vector: [0.6170278146076644, -0.4588170485133691] Predicted: -0.8057339116529592 Movie Vector: [0.2913418438985734, -0.13723048671683818] User Vector: [-0.6910589089059793, -0.38199797335815755] Predicted: -0.14891260895441855 Movie Vector: [-0.4065900016006346, 0.4356052409821943] User Vector: [0.414510891149214, 1.6876855138087168] Predicted: 0.566628671048965 Movie Vector: [0.8219286218111517, -0.21701786206201468] User Vector: [0.34885230889524965, -1.939493018852118] Predicted: 0.7076363259014 Movie Vector: [0.36581960579118855, -0.4560241704827133] User Vector: [-1.8400231146334727, 0.3522072082629236] Predicted: -0.833731530428024 Movie Vector: [-0.21953611539929196, -0.4050484953486113] User Vector: [0.43891509853016275, -0.5771955087118195] Predicted: 0.13743445660428932 Movie Vector: [0.09497549939594771, 0.22470034513040316] User Vector: [-0.11685410293446821, 0.32920879242173373] Predicted: 0.06287505249446022 Movie Vector: [0.4352861875768913, -0.4711851363994528] User Vector: [0.9300733498656527, 0.14257919746856654] Predicted: 0.3376668840229371 Movie Vector: [-0.12607527128360896, 0.2787324049844486] User Vector: [0.7213104368418394, -0.6118211609932482] Predicted: -0.261473792628559 Movie Vector: [-0.36613855326319383, -1.6236419387271994] User Vector: [0.9694197485352791, 0.7433119814961652] Predicted: -1.5618144509490661 Movie Vector: [-0.4989364842830809, 0.7450110288245023] User Vector: [1.3897148979391478, -0.43130247731765586] Predicted: -1.0147045676945623 Movie Vector: [0.029262933189848336, 0.00420717361102764] User Vector: [0.302272627247702, -0.11273393768595495] Predicted: 0.008371092448569848 Movie Vector: [1.3577787916480548, 0.22788261475366287] User Vector: [-0.2218779802554919, -0.027916468661740357] Predicted: -0.30762289379793883 Movie Vector: [-0.20999865790441602, 0.4646128130541951] User Vector: [-0.14903396713227718, 0.013663557058118225] Predicted: 0.03764519676104786 Movie Vector: [-0.2191313606009604, -0.2979032254106955] User Vector: [-1.1482992650360309, 0.6373527971297819] Predicted: 0.06175892633493754 Movie Vector: [-0.965450460192101, -0.18514586711470032] User Vector: [-0.5914348156471124, 0.053198467138287825] Predicted: 0.5611515386126439 Movie Vector: [-0.014186326958108508, 0.9708577418001423] User Vector: [0.08722817991140047, -0.48187235379156995] Predicted: -0.46906695271818666 Movie Vector: [1.541485995366641, 1.0961102036733477] User Vector: [-0.5522881797631927, -0.2437187971246704] Predicted: -1.1184871548668411 Movie Vector: [0.0958615425294293, 0.19535662279078683] User Vector: [0.5268017935165275, 0.005330966937876512] Predicted: 0.051541472230957126 Movie Vector: [0.17248261946346186, 1.9152478610873378] User Vector: [0.3663465902096231, -0.2998455413989647] Predicted: -0.5110901123100787 Movie Vector: [0.2279663627459592, 0.22056623755215093] User Vector: [-0.6628858416218439, -0.395268307903902] Predicted: -0.23829851772829452 Movie Vector: [1.232569471265055, 0.3552736594900912] User Vector: [0.3645713904977085, -0.6835140738529445] Predicted: 0.20652501969341042 Movie Vector: [1.0553226968464187, 0.01419101087451502] User Vector: [0.2894732666275779, -0.23382848876204315] Predicted: 0.3021694457755643 Movie Vector: [1.644811580510536, -0.4543293664258641] User Vector: [0.2631054270032664, -0.057975345999216166] Predicted: 0.4590987554462862 Movie Vector: [-0.2173140467729261, -0.021512074130996435] User Vector: [0.29232281827653284, 0.3319089063139872] Predicted: -0.07066590360110447 Movie Vector: [-0.3776271070829954, 1.201527908105812] User Vector: [0.4328371251512033, -0.5126419656627776] Predicted: -0.779404660019018 Movie Vector: [0.5872099783727404, 0.2851434826668661] User Vector: [-0.6500384222021212, -0.44098333184332045] Predicted: -0.5074525708826005 Movie Vector: [-0.3880265939250303, 0.08937024749809197] User Vector: [0.4362751293624849, -0.8635942762512154] Predicted: -0.24646598666723374 Movie Vector: [0.5221373176441975, 0.871296173916135] User Vector: [0.5017579385447503, -1.5216460935613103] Predicted: -1.063817875235965 Movie Vector: [0.5660070771165859, -2.2085903122073915] User Vector: [0.6720841842240719, 0.019742186489332972] Predicted: 0.3368020028668196 Movie Vector: [1.653253797941924, -0.1191129433459577] User Vector: [-0.1250741659299702, -0.19476159323694786] Predicted: -0.18358071322694058 Movie Vector: [0.4547440732317934, 0.057023978965832556] User Vector: [0.020274312426641405, 0.7020593358518427] Predicted: 0.04925384021524673 Movie Vector: [0.744160972413155, -0.380576686194391] User Vector: [-0.7375689199591267, 0.05748582648745701] Predicted: -0.5707477700462463 Movie Vector: [0.174633875182711, 0.6525950062392345] User Vector: [-0.15478154790409085, -0.42595631044755383] Predicted: -0.3050070625914325 Movie Vector: [-0.9806779429828303, -0.05108702329547178] User Vector: [-0.18247419013713667, 0.4153621600188816] Predicted: 0.15772879708620297 Movie Vector: [-0.15358573494505975, -0.49354604971755545] User Vector: [0.6277456275658204, 0.5240055001028258] Predicted: -0.35503361817426604 Movie Vector: [-0.09084632056176542, 0.010200964562331591] User Vector: [0.2856883891705232, -0.2349768271757604] Predicted: -0.028350729270348787 Movie Vector: [-1.6099947230914962, -0.5121446942876697] User Vector: [0.13635238179645878, 0.7080188953407354] Predicted: -0.5821347358774301 Movie Vector: [1.588438501899394, -0.8875174301992405] User Vector: [0.21192454587709136, -0.5133146733648289] Predicted: 0.792204827957032 Movie Vector: [1.5753135890377552, -1.1500572851925885] User Vector: [0.48913477182805015, 0.8596688308690286] Predicted: -0.21812774886231245 Movie Vector: [1.7562972610949932, 0.46014187473675017] User Vector: [1.247351759686567, 0.6884803367658093] Predicted: 2.507519112038347 Movie Vector: [-0.23433545504348105, -0.06548219899578565] User Vector: [0.16119055500485038, 1.2651891702546163] Predicted: -0.1206200310696986 Movie Vector: [-0.2815610192936179, 1.4634502500816238] User Vector: [-0.12317242920098478, 0.6254631868765919] Predicted: 0.9500148119660979
avg loss: 14.57909179825428: 27%|████████████▍ | 18920/70000 [00:30<01:18, 649.96it/s]
Movie Vector: [-0.006690913949306321, 0.22266638201148672] User Vector: [1.436733763607757, -0.5475384545555614] Predicted: -0.1315314686684102 Movie Vector: [-0.1303218973357937, 0.03502035501607596] User Vector: [1.3653075639959324, 0.7193842196866044] Predicted: -0.1527363814204728 Movie Vector: [0.2829699269635566, 0.03872116075373327] User Vector: [-0.70165781408611, -0.4603119039621574] Predicted: -0.21637187163553107 Movie Vector: [0.7159232909349678, -0.5560279039175186] User Vector: [-0.4226923926164404, 1.1044782612637118] Predicted: -0.9167360613080646 Movie Vector: [1.3680224739511346, -0.9261370391784507] User Vector: [0.2475390824941469, 0.12616514866849152] Predicted: 0.2217928107978911 Movie Vector: [0.3084646597066673, -0.9940757341830612] User Vector: [-0.5912792887710618, 0.15715614330693672] Predicted: -0.33861387314158736 Movie Vector: [-0.7864772605764513, 0.37171063601577425] User Vector: [0.11502829784537676, -0.0536171908809429] Predicted: -0.11039722070193848 Movie Vector: [-0.7530689239501953, -0.9571361541748047] User Vector: [0.5125709910691016, -0.2308284753603699] Predicted: -0.16506700551203546 Movie Vector: [-0.022170420040660166, 0.20326951480464123] User Vector: [-0.051369767486760975, -0.1532878015599442] Predicted: -0.030019847725987446 Movie Vector: [0.4608718953002353, -0.36348567676704774] User Vector: [0.020021752524431807, 0.10772036193196542] Predicted: -0.029927345625264622 Movie Vector: [0.6590529116997117, 0.45608185872973267] User Vector: [-0.34475777360672516, 0.9414446990322187] Predicted: 0.20216223369924582 Movie Vector: [0.04515321129682276, -0.6352240032376838] User Vector: [0.7099457315934845, 1.2855898217553632] Predicted: -0.7845811834691441 Movie Vector: [0.022639589068805532, -0.2982791349559496] User Vector: [0.5662576283511116, 0.9602491714332875] Predicted: -0.27360245218434276 Movie Vector: [0.0795308198533234, 0.2682120762026053] User Vector: [0.5821295822438695, 0.07357021616457712] Predicted: 0.0660296633609033 Movie Vector: [1.9900969136419586, -1.4082571017309935] User Vector: [0.48103930753751234, 1.061400033459344] Predicted: -0.5374092936257671 Movie Vector: [-0.843075697069816, -0.2048651779215949] User Vector: [-0.22349218081608702, -0.3652004549060757] Predicted: 0.2632376823025565 Movie Vector: [-2.2511691582771394, 0.5337200725742455] User Vector: [0.5251906187651417, -0.1303684398548751] Predicted: -1.2518731763613091 Movie Vector: [-0.09310824312825915, -0.1436520357542455] User Vector: [-0.040588053095524004, 1.2330750952290612] Predicted: -0.17335466535179406 Movie Vector: [-0.1506655827288183, -1.0866096205905516] User Vector: [0.8232660666095983, 1.0112414080316672] Predicted: -1.2228625043733423 Movie Vector: [0.19800889578681174, -0.3584286040503265] User Vector: [-1.4060582213376078, -0.8853628851444006] Predicted: 0.038927347181248795 Movie Vector: [0.7782370563362658, -0.5778592875576709] User Vector: [0.9837281349080595, 0.16421911720729374] Predicted: 0.6706781458732568 Movie Vector: [1.5382316725195209, -0.23244313363891045] User Vector: [1.1426665082471206, 0.35038343347815887] Predicted: 1.6762415908601853 Movie Vector: [0.3344233487470767, 0.6209628101744692] User Vector: [0.4097683306187205, -0.6135104980602972] Predicted: -0.2439311056110486 Movie Vector: [0.01798954819753646, -0.6262418711454565] User Vector: [-0.4788955516695585, 0.5580091746854003] Predicted: -0.3580638242796624 Movie Vector: [0.4482280476167223, 0.1363228690903077] User Vector: [0.8809401759849094, -0.051483255634985056] Predicted: 0.38784375003057675 Movie Vector: [-1.7128718063660242, -0.050209316141951926] User Vector: [0.4368377755055429, 0.3244190821783212] Predicted: -0.7645359698786682 Movie Vector: [-0.5818899659639443, -1.8911107216131369] User Vector: [0.10883592843507675, -0.24233896761354598] Predicted: 0.39495928522589446 Movie Vector: [-0.3578419782845903, -0.5580603239854418] User Vector: [-0.5309314715022355, -0.38314614926254714] Predicted: 0.40380823228714 Movie Vector: [-0.36160137063596764, -1.1738944992439044] User Vector: [-0.061941118576768414, 0.8298764207320359] Predicted: -0.9517893719734726 Movie Vector: [0.6748487754010255, -0.6369281978676414] User Vector: [0.4940870460455349, -1.066263922173181] Predicted: 1.0125675963663865 Movie Vector: [-0.0023137826776005455, -0.36727303160540714] User Vector: [0.2638624387112448, 0.4107614796727139] Predicted: -0.15147213424607997 Movie Vector: [0.5487356746220987, -1.0937136969434087] User Vector: [0.24227329951239193, 0.1700527601411424] Predicted: -0.05304503051854542 Movie Vector: [-0.09710181946624355, 1.1113945889992385] User Vector: [0.6073217290397643, 0.4538070127927353] Predicted: 0.4453866135766081 Movie Vector: [-1.2352544107502716, -0.2756278829803137] User Vector: [-0.8560764004200372, 0.4145314897617792] Predicted: 0.9432157126063517 Movie Vector: [1.1628467333458135, -0.2832615014103763] User Vector: [0.043097607020579534, -0.21848188830935913] Predicted: 0.11200341925238572 Movie Vector: [0.8223812440335609, 0.29672844131837384] User Vector: [0.059911348210608714, 0.13780019096972507] Predicted: 0.09015920495298903 Movie Vector: [0.39045637952185264, 0.08526175793935448] User Vector: [0.5392349048273752, 1.340252846644533] Predicted: 0.32482002243884467 Movie Vector: [0.7471141391934959, -0.7676750946783988] User Vector: [-0.4761770993737808, 0.463375966911976] Predicted: -0.7114808329731437 Movie Vector: [0.7293002084386491, -0.33823548376606394] User Vector: [0.8022442830022918, -0.7773662681520458] Predicted: 0.848009778584113 Movie Vector: [0.23309945274807056, -0.08868307178552444] User Vector: [0.5163772687285675, -0.5743408614787555] Predicted: 0.17130157060005288 Movie Vector: [-0.7388687945757292, -1.2018069802412203] User Vector: [0.5565383066169411, -0.5896201946734375] Predicted: 0.2974008779044475 Movie Vector: [0.8565029934460779, -0.5589556315878158] User Vector: [-0.12880906931599517, -0.32889891073908817] Predicted: 0.07351454492855847 Movie Vector: [-1.2965008537648095, 0.5871318771978109] User Vector: [0.5096208842268635, 0.8137527733327992] Predicted: -0.18294371811469456 Movie Vector: [0.7873730516406796, -0.6106476063960432] User Vector: [0.8507422367481406, -0.43087318422813997] Predicted: 0.932963189717156 Movie Vector: [0.6033801214344252, -0.261957117836776] User Vector: [1.234297628273752, 0.33653699860209957] Predicted: 0.6565923906347942 Movie Vector: [-0.2785223931910088, -0.3514463443785817] User Vector: [0.7926938999943075, 0.6555399159148891] Predicted: -0.4511701091368593 Movie Vector: [0.18829627155833573, 0.8205947598590579] User Vector: [-0.5310553814320857, -0.03692484140066499] Predicted: -0.13029607967666407 Movie Vector: [0.8531121602852171, 0.7611338759911468] User Vector: [0.491135900090638, 0.28113550822140887] Predicted: 0.6329757677712506 Movie Vector: [-0.8046423333846122, -0.6133853810262041] User Vector: [-0.15136120117998605, -0.25659668932513435] Predicted: 0.27918428815312174 Movie Vector: [0.34528884210892885, -0.31697193250685674] User Vector: [-1.3756216499010872, 0.20636569362346718] Predicted: -0.5403989393852691 Movie Vector: [0.8039203344862845, -0.6244557457536537] User Vector: [0.5804893851284032, 0.07133467268282749] Predicted: 0.42212187442991567 Movie Vector: [0.1958372825390155, -0.071540337833544] User Vector: [-1.2513701008009401, -0.15566726645379808] Predicted: -0.233928431159701 Movie Vector: [0.26494547395146484, 0.6811452486211687] User Vector: [-0.2780116189506445, -0.18370453566526326] Predicted: -0.19878739176544463 Movie Vector: [1.9613429104232625, 0.4888887786977836] User Vector: [0.35161965116081473, -0.2542255019213057] Predicted: 0.5653587148216265 Movie Vector: [0.5006333140440341, 0.6055656842992978] User Vector: [0.6626500790093612, -0.181542044640825] Predicted: 0.22180907261398272 Movie Vector: [1.1870126908224818, 0.4697549395751523] User Vector: [-0.4401719822156783, -0.0011116473106636687] Predicted: -0.5230119308497476 Movie Vector: [-0.3757085723692788, 0.3921897231489219] User Vector: [-0.5983773838881757, -0.5889103056752265] Predicted: -0.0061490571036236785 Movie Vector: [0.26922238953118954, -0.43350264689760004] User Vector: [0.24736620411732238, -0.6124279548189533] Predicted: 0.33208566000982553 Movie Vector: [0.8736133119355981, -0.5043660983266592] User Vector: [-0.5994714886699272, 0.8743791115296501] Predicted: -0.964713453568439 Movie Vector: [0.3143939399158693, 0.3052442577288068] User Vector: [0.7694244861734898, 1.1910119058299113] Predicted: 0.6054519408170496 Movie Vector: [-0.4580331348582279, 0.18321584715564337] User Vector: [0.1770610486538361, -0.32371196310263034] Predicted: -0.14040898873046653 Movie Vector: [0.02389952854130404, -0.217583570914784] User Vector: [0.5207999927710862, 1.6019532934609801] Predicted: -0.3361118437383955 Movie Vector: [0.2509534905375844, -0.2603938288515299] User Vector: [0.08958755239903404, 0.885959766871002] Predicted: -0.20821614692069268 Movie Vector: [0.7890843251510602, -0.21132400154861256] User Vector: [-0.9947599266244601, -0.41714174149255684] Predicted: -0.6967974033626162 Movie Vector: [0.5362272019415352, -0.2851218620481803] User Vector: [-0.49150222919952385, 0.8203155842749656] Predicted: -0.49744677196730697 Movie Vector: [0.7278631803658611, 0.1939834523375134] User Vector: [-0.032117134249282156, -0.7084262911443713] Predicted: -0.16079985716176537 Movie Vector: [0.9791162417372962, 0.30991015571011093] User Vector: [-0.5510199314659553, -0.037918526180247714] Predicted: -0.5512639007721071 Movie Vector: [-0.46765380691881153, -0.6373059169536549] User Vector: [-0.6091488279189609, -0.34327567711853674] Predicted: 0.5036423885303498 Movie Vector: [1.8085724651593647, 0.19681268073773528] User Vector: [0.5821831504326259, 0.46016212096593484] Predicted: 1.143486156153447 Movie Vector: [-0.15790256545954862, -0.34238347752092685] User Vector: [-0.6827276505498614, -0.4435468998294368] Predicted: 0.2596675775392221 Movie Vector: [-0.07574198427857977, -0.3701592690690721] User Vector: [0.3062120999059743, -0.11216755408723225] Predicted: 0.0183267477772063 Movie Vector: [1.2948041314425438, 0.2385934502869053] User Vector: [-0.09009074395468032, -0.8842314344597949] Predicted: -0.3276216962771545 Movie Vector: [-0.8250241342188803, -0.38506494456144585] User Vector: [-0.018924815324751557, -0.6810486094410089] Predicted: 0.27786137441660724 Movie Vector: [0.6443478955070918, -0.19346947379077908] User Vector: [0.9002068081252478, 1.8739958599610431] Predicted: 0.2174853694238983 Movie Vector: [0.25507374137051625, 0.334131977275602] User Vector: [0.07436654875378562, 0.11922546803031704] Predicted: 0.058805995198019906 Movie Vector: [-0.6432183261283957, 0.2558360807503952] User Vector: [0.8439533074671355, -0.6087307139258951] Predicted: -0.6985815138427252 Movie Vector: [-0.54073187039492, 0.1819141554325035] User Vector: [-0.4602416960994874, -0.03090115085090778] Predicted: 0.2432459964066709 Movie Vector: [-0.6679084155383043, 0.17647946561421948] User Vector: [-1.0477687296736364, -0.5302560283897367] Predicted: 0.6062342515579612 Movie Vector: [0.6734519198589545, -0.7202974721073301] User Vector: [0.7915003460313483, -0.2459550587367099] Predicted: 0.7101982346639003 Movie Vector: [0.4592608570792746, 0.21343126920676206] User Vector: [0.04062281105662005, -0.4640278867812087] Predicted: -0.0803815938002123 Movie Vector: [0.6881445902490594, -0.10303095507155652] User Vector: [-0.16757810150783808, 0.05469164039856498] Predicted: -0.1209528959415208 Movie Vector: [-0.15191089015544298, -0.10455268092844415] User Vector: [0.5820547138673001, -0.6050568359731654] Predicted: -0.025160135387676905 Movie Vector: [0.7638884812852237, 0.1065923661137931] User Vector: [-1.371537145763618, -1.104372715243176] Predicted: -1.1654191280929251 Movie Vector: [-0.5195348293073228, 0.7202385583473012] User Vector: [-0.5417096732946667, -1.603323411639843] Predicted: -0.8733382999146868 Movie Vector: [0.6718434352359328, 1.092181122661021] User Vector: [0.5701815314785577, -0.11660176012550712] Predicted: 0.2557224775385119 Movie Vector: [-1.0438470315299344, -0.5313592709297171] User Vector: [0.31231885125669834, -1.4548060695912453] Predicted: 0.44701158670698765 Movie Vector: [2.2007373199789217, 0.8511554333284548] User Vector: [0.3497241591748462, 0.06425539373325106] Predicted: 0.8243423362910487 Movie Vector: [-0.380827121101191, -0.22310247384652954] User Vector: [0.40258284821360546, 0.3890093738331228] Predicted: -0.2401034207415642 Movie Vector: [-0.2151877319271786, -2.704400193570291] User Vector: [-0.3850167442927931, 0.36970683317926656] Predicted: -0.9169843512559152 Movie Vector: [0.31005170166017837, -0.5345876443937083] User Vector: [0.4999284253724615, -0.6816989926003529] Predicted: 0.5194315176348119 Movie Vector: [0.47963671916591755, 0.3069169271479343] User Vector: [-0.5623987164606912, 1.1781092854373] Predicted: 0.09183460650453573 Movie Vector: [-3.3118352072312263, -0.8987046491648575] User Vector: [-0.42008322076489496, 0.5955554292938895] Predicted: 0.8560179673544758 Movie Vector: [0.3352226982312977, 0.15001277772526642] User Vector: [0.08414087545328464, 0.7843193415149687] Predicted: 0.14586385434530597 Movie Vector: [-0.2135602596163377, 0.15145165240031994] User Vector: [-0.05637091196650834, 0.03842506876412358] Predicted: 0.017858126752299676 Movie Vector: [0.5846187777100866, 0.6593423106652518] User Vector: [0.2477280910921686, -0.8809785305714489] Predicted: -0.4360399261747008 Movie Vector: [-0.22475640059532742, 0.6105378527697107] User Vector: [0.2552333894607682, -0.2969408729495375] Predicted: -0.23865898089712173 Movie Vector: [-0.618537537944825, 0.176690194434638] User Vector: [0.058908189311268205, 0.8809622298137868] Predicted: 0.11922046129399072 Movie Vector: [0.41037038503638784, 0.44545338597484624] User Vector: [0.409792655431211, 0.3902430013772914] Predicted: 0.3420018361108909 Movie Vector: [0.5592645036878574, -0.366165929407249] User Vector: [0.0880526839819186, -0.17734925105619748] Predicted: 0.11418399394820354 Movie Vector: [0.26042507009066695, 0.12086862602288005] User Vector: [-0.14265712802872432, 0.9221048518549434] Predicted: 0.07430205392692459 Movie Vector: [-0.6684204577836522, 0.08152709563604187] User Vector: [0.5685739324861593, 0.9297316036630803] Predicted: -0.3042481308685594 Movie Vector: [-0.152634315987614, 1.023065214782737] User Vector: [0.06107065995868122, -0.4528148162462322] Predicted: -0.47258056564946266 Movie Vector: [0.3507522232486236, -0.7929150699715509] User Vector: [1.437499516107666, 1.0566643407272291] Predicted: -0.3336389284705892 Movie Vector: [0.7300279888880171, 1.096700529500233] User Vector: [-0.28878240395737637, 0.3442921855991027] Predicted: 0.16676618466207796 Movie Vector: [-0.16858402984733115, -0.30405582610540693] User Vector: [-0.09464013831910242, 0.06556465726993771] Predicted: -0.003980500126385674 Movie Vector: [0.3554211528793791, 0.5671229122521906] User Vector: [-0.47524895465231737, 0.3363513067112912] Predicted: 0.021839001234690875 Movie Vector: [-0.6627088170291355, 0.2964798223142634] User Vector: [-0.6552708080269133, -1.0199503676059158] Predicted: 0.13185903826407191 Movie Vector: [0.17716744347552635, 0.6672008319174776] User Vector: [-0.8216606427013637, 0.6914515813736202] Predicted: 0.31576555485127633 Movie Vector: [0.3883532820957215, -0.6413591456584283] User Vector: [1.2371110276848098, 0.11064168473392104] Predicted: 0.4094750715230501 Movie Vector: [0.5415784927269995, 1.014985686640383] User Vector: [-1.3022320187821794, 0.4128339673885718] Predicted: -0.28624028605452745 Movie Vector: [1.4267564159401238, -0.41223000048937836] User Vector: [0.11453869521109203, -0.4007273210838469] Predicted: 0.32861064203233736 Movie Vector: [-0.07286958949309824, 0.5947792296634266] User Vector: [-0.24704954518461555, -0.36287725943052374] Predicted: -0.19782945788440273 Movie Vector: [-0.9764596641063409, 1.7571736849444035] User Vector: [0.7653870038306226, -0.3443304758781309] Predicted: -1.3524179878092437 Movie Vector: [0.1124727282711869, -0.037309505517536604] User Vector: [-0.006837852536199174, -0.00423208387715196] Predicted: -0.0006111749734970971 Movie Vector: [0.5969741020942417, -1.2700247967980067] User Vector: [-0.5841428680355094, -0.8008701813904086] Predicted: 0.6684068252416832 Movie Vector: [0.4680077021906453, 0.9708764586278907] User Vector: [0.128283318829917, 1.255993642470703] Predicted: 1.2794522409360807 Movie Vector: [0.7870206078792746, -0.8538255191675332] User Vector: [-0.7074914269574593, 0.9986314772446622] Predicted: -1.4094673724288995 Movie Vector: [0.9850273314346657, 0.3105792022094627] User Vector: [-0.11971849237700849, 0.22005701514118303] Predicted: -0.049580854866361754 Movie Vector: [-0.2850259757087197, -0.11451656235037094] User Vector: [0.16480649420224172, -0.8401073944085862] Predicted: 0.049232078999671136 Movie Vector: [-0.44562364464608084, 1.2871852758932507] User Vector: [0.18557899757379065, 1.374852852293864] Predicted: 1.686991958723901 Movie Vector: [-1.968274537784721, -1.5437311846405597] User Vector: [0.5032263178517888, -0.4486781647264777] Predicted: -0.2978490734152792 Movie Vector: [0.9215440823652647, -0.4014571107502927] User Vector: [0.41484324394679994, -0.46003935222721304] Predicted: 0.5669824057449566 Movie Vector: [1.0483967102718719, 0.08131644283306791] User Vector: [0.7130741328183058, -0.27650130749065127] Predicted: 0.7251004722628476 Movie Vector: [-0.48994355434361614, 0.725273138156961] User Vector: [-0.028627498395852085, 0.6846736565405348] Predicted: 0.5106012698085849 Movie Vector: [-0.8693602968972789, 0.5398135727624208] User Vector: [0.038657365278271585, -0.6895641174197522] Predicted: -0.40584324842870667 Movie Vector: [0.3939181713713149, -0.3883995673569101] User Vector: [-0.23253939377804622, -0.93506409802308] Predicted: 0.27157699835430155 Movie Vector: [0.2145868530654876, 0.2074648421395256] User Vector: [1.0894799506341055, -0.08003259501687887] Predicted: 0.21718412439332213
avg loss: 14.573683765265072: 27%|████████████▎ | 19073/70000 [00:31<01:14, 687.36it/s]
Movie Vector: [0.566736805925159, -0.3812160919408874] User Vector: [0.4564270819102412, 0.11700305163574592] Predicted: 0.21407058044981403 Movie Vector: [0.5711356734235417, -0.3341370000884979] User Vector: [0.3509236694912141, 0.31302096134968765] Predicted: 0.09583314130492265 Movie Vector: [-0.7649769178277905, 0.47827610610810534] User Vector: [0.6440454865819176, -0.24925462464846598] Predicted: -0.6118924625726406 Movie Vector: [-0.8018749915466075, -0.6107794337912744] User Vector: [0.8873840979403864, 0.7738572847049526] Predicted: -1.1842272302218853 Movie Vector: [0.8667476053893861, 0.7810944956161241] User Vector: [0.47313957077290403, 0.25039466075750927] Predicted: 0.6056744812317337 Movie Vector: [0.7219992036406336, 0.015825356669905255] User Vector: [0.45111980792206285, -0.31706237945507204] Predicted: 0.32069051682475963 Movie Vector: [0.8420965091580289, 0.0020370446076325346] User Vector: [1.877647725878989, 0.42456619861493633] Predicted: 1.5820254556766797 Movie Vector: [-0.5166467497547437, 0.6442338261528496] User Vector: [0.7491113613318435, -0.9319038029037219] Predicted: -0.9873899025875041 Movie Vector: [0.7662415607609311, -0.3088376790736714] User Vector: [0.41136138461155225, -0.7616091053342763] Predicted: 0.5504157778343466 Movie Vector: [-0.034724123023295625, -1.0046774599782438] User Vector: [0.23955445692192948, -0.09546070581021082] Predicted: 0.08758890100819713 Movie Vector: [1.3772630881759929, 0.31096175580134205] User Vector: [0.5027519238709743, -0.25863847842822313] Predicted: 0.6119949918871319 Movie Vector: [-0.013482892747389286, 0.5092920146663396] User Vector: [1.4763849674001572, -1.400460931471822] Predicted: -0.7331495094200968 Movie Vector: [0.6892706646031852, 1.1515376599453135] User Vector: [0.29856682866873363, 0.3920824448574028] Predicted: 0.6572910574816944 Movie Vector: [0.35490293626652825, -0.5452837194556154] User Vector: [-0.12180887774800467, -0.49056677190941933] Predicted: 0.22426774565200525 Movie Vector: [-0.6414656582499287, 0.8974783497011591] User Vector: [-1.0883731266020715, 0.40012765148531343] Predicted: 1.0572598884021704 Movie Vector: [0.6998046220646125, -0.39398002691378853] User Vector: [0.9730523147183439, 0.014102410778917395] Predicted: 0.6753904391723398 Movie Vector: [-0.05226542092328488, -0.11544464685161807] User Vector: [-1.6951118807305627, 0.06403208547057593] Predicted: 0.08120357446412067 Movie Vector: [0.24164334509968244, 0.24226963822400122] User Vector: [1.2298914007806236, -0.3453639389506429] Predicted: 0.21352387564877578 Movie Vector: [-0.6284280703415374, 0.20464707881635769] User Vector: [-0.6352781904805529, 0.2659606487435252] Predicted: 0.4536547172192233 Movie Vector: [0.13518620716680732, -0.06744058890579883] User Vector: [1.131826960685706, 0.7577221264911475] Predicted: 0.10190616754671855 Movie Vector: [0.823379268918728, 1.2858353247904017] User Vector: [0.13551283185212148, -0.2084227217308135] Predicted: -0.15641884167093378 Movie Vector: [-1.588015255949624, -0.39801483574807706] User Vector: [1.1616183711812156, -1.6050567654667625] Predicted: -1.20583129015353 Movie Vector: [0.4588720721197477, -0.15601640789841736] User Vector: [0.11772700928033153, -0.33833557648784995] Predicted: 0.10680753800080107 Movie Vector: [0.37014926602687037, 0.5248428102421485] User Vector: [0.6055306289616057, 0.369702664814275] Predicted: 0.4181725034220627 Movie Vector: [-1.0569739219530554, -0.1769135011057003] User Vector: [0.7197769055385832, -0.2180416226560371] Predicted: -0.7222109119275026 Movie Vector: [0.33420663938046996, -0.628634914718055] User Vector: [-0.15315111064870235, -0.6541707425594577] Predicted: 0.36005045095262206 Movie Vector: [0.45155005811373133, -1.6429950569160967] User Vector: [-0.09458335511550924, -0.606830698870614] Predicted: 0.9543107191303594 Movie Vector: [-1.2727905458891056, 0.9616446957201231] User Vector: [0.34103891090303523, -0.17934168878591944] Predicted: -0.6065340853201687 Movie Vector: [-0.4944387283884131, 0.8327826106047236] User Vector: [0.8825791842343799, 0.9787016462712561] Predicted: 0.3786643824299876 Movie Vector: [0.8554362262104219, -0.0107116874735326] User Vector: [1.3023661572876348, 0.21183195562744978] Predicted: 1.1118221130287147 Movie Vector: [-0.2605974076711142, -0.9389607440720386] User Vector: [0.2333268604647559, 0.28780982426820906] Predicted: -0.33104650172327543 Movie Vector: [-0.8231745004296658, -0.6448022347027714] User Vector: [1.4135454969391146, 0.21043977897725558] Predicted: -1.299286648032351 Movie Vector: [0.9914254848916675, -0.47358076786017855] User Vector: [0.041317975087248965, 0.016256987916773283] Predicted: 0.0332646966648985 Movie Vector: [0.5074183928978812, 1.22434405381106] User Vector: [-0.2778195626827268, -0.6053149542411042] Predicted: -0.8820845209200712 Movie Vector: [1.024702157340228, 0.01681968917633614] User Vector: [1.1194656990917409, 0.280342412749217] Predicted: 1.1518341891730794 Movie Vector: [0.25921044602864163, -0.9496469731049941] User Vector: [1.2172448031783714, 0.05667514469307372] Predicted: 0.26170118874984666 Movie Vector: [2.847623825073242, 0.6175518035888672] User Vector: [0.17123233516028352, -0.03213959176958636] Predicted: 0.467757414361432 Movie Vector: [-0.42276426133458295, 0.8710093192831718] User Vector: [0.17836054037097, -0.14150933287149764] Predicted: -0.19866040979778912 Movie Vector: [-0.34848539072244317, 0.21344329530738032] User Vector: [0.34501081527071076, -0.4900561002426526] Predicted: -0.22483041768435796 Movie Vector: [-0.07975745758840769, -1.0772580529086353] User Vector: [0.14348211086544932, -0.5582353822274345] Predicted: 0.5899197925509876 Movie Vector: [0.3220668304472211, -0.18763707972830102] User Vector: [-0.14455232350216168, 0.6014886897902406] Predicted: -0.15941708990596526 Movie Vector: [-0.8281939695934833, -0.4991380246409566] User Vector: [1.325078184294212, 0.2971246746524711] Predicted: -1.24572798465047 Movie Vector: [-1.052854871504784, -0.6029671776170654] User Vector: [-0.17440322206984965, -0.35539224661841323] Predicted: 0.3979111418528646 Movie Vector: [2.2124019543819733, 0.022491458439759165] User Vector: [0.8911988951982922, -0.352588674025472] Predicted: 1.9637599439715834 Movie Vector: [0.45938565069340087, 0.49213031912575994] User Vector: [1.092307842926817, 0.15683805986082805] Predicted: 0.5789753136308152 Movie Vector: [0.040312218975171815, -1.0533860523984635] User Vector: [-0.2893821753897683, -0.3812115503610931] Predicted: 0.389897292541746 Movie Vector: [-0.6528278202184605, 0.3288914368511739] User Vector: [-0.2539012690575624, 0.8398518339828187] Predicted: 0.4419738884502521 Movie Vector: [-0.34254736018620013, 0.6963555384750523] User Vector: [-0.04291534155076261, 0.2829451044636801] Predicted: 0.21173092753738876 Movie Vector: [-0.8634355552032019, 0.43412894454714646] User Vector: [0.2648687727850571, -0.5347146202273316] Predicted: -0.4608322095988763 Movie Vector: [0.8873124422769423, 0.9241916379852329] User Vector: [1.250799173378507, 0.2824981496139519] Predicted: 1.3709320969479792 Movie Vector: [-0.2475205807716246, 0.012168398090792745] User Vector: [-0.041471042191878915, -0.36256141708281586] Predicted: 0.005853144793112768 Movie Vector: [0.9078555379285378, 0.10840422089517227] User Vector: [0.1035993639409571, 0.041803422847367] Predicted: 0.09858492376419223 Movie Vector: [0.30896661887281324, 0.7973621144454957] User Vector: [-0.10555987713349582, 0.7985581790702427] Predicted: 0.6041255598446277 Movie Vector: [0.7952959241900985, 0.19715500761027646] User Vector: [1.1555405441032418, 0.7458920880259654] Predicted: 1.0660530452529213 Movie Vector: [1.984043073493852, 0.4724762706617161] User Vector: [1.1423561229669792, 0.2104537441789675] Predicted: 2.3659181534323994 Movie Vector: [-0.25214125833455003, -0.12529814606003858] User Vector: [-0.5827143291867494, 0.4103966110374445] Predicted: 0.09550438969840562 Movie Vector: [-0.4809876787141568, 0.7667131929745151] User Vector: [-0.4875846783613799, 0.15252039217720126] Predicted: 0.3514616195015361 Movie Vector: [0.3493013584932832, 0.07938981476158063] User Vector: [-0.1567357982281103, 0.6567597338018956] Predicted: -0.0026079936362105594 Movie Vector: [1.012715483269859, -0.9254189690417511] User Vector: [0.0010984805003893539, -0.17363357665709406] Predicted: 0.1617962537118542 Movie Vector: [0.46671990275284814, 0.12822778103631965] User Vector: [-0.3594753215524311, 0.06372174369162695] Predicted: -0.15960338931965704 Movie Vector: [-0.6055992331174554, 0.3701804035887958] User Vector: [-0.8547923084373669, 0.21361634198593943] Predicted: 0.5967381501538861 Movie Vector: [-0.35061353380469, 0.9922719314824664] User Vector: [1.3957044430695749, 0.43342608904960955] Predicted: -0.059276324395382884 Movie Vector: [-0.9056896215240098, 0.010113491320152289] User Vector: [-0.2526554670073591, -0.13400502500948905] Predicted: 0.22747217563257674 Movie Vector: [-0.7564449310302734, -0.9334468841552734] User Vector: [-1.037239106737861, -0.6742950808149633] Predicted: 1.4140329067461794 Movie Vector: [0.03588668086181069, -0.2805973108128878] User Vector: [-0.8938404727988696, -1.013782471912322] Predicted: 0.25238766757913655 Movie Vector: [0.017215898929150292, 0.4069561162227588] User Vector: [0.6151781704019279, -1.1805507882466237] Predicted: -0.4698415185835033 Movie Vector: [0.9813132220736217, 0.27802588007346635] User Vector: [-0.6607016709739145, -0.45470752960931504] Predicted: -0.7747757466684995 Movie Vector: [0.8044229839197004, 1.2732116589500757] User Vector: [0.5907350727401945, 0.40507249412686797] Predicted: 0.9909438921620028 Movie Vector: [0.6141743733281588, -0.2515538636533162] User Vector: [0.7461006042559619, -0.05730603076642175] Predicted: 0.4726514245085952 Movie Vector: [0.64390778763036, -0.6185034921229395] User Vector: [-0.0615080468849093, -0.5832148116387927] Predicted: 0.3211148872652893 Movie Vector: [-0.653152495442727, -1.3595237126386361] User Vector: [1.0204043026595113, 0.181412367996638] Predicted: -0.9131140326999113 Movie Vector: [-0.5688504726196449, 0.6712540585632256] User Vector: [-0.3455716273039958, 0.23158423079650842] Predicted: 0.35203043833721687 Movie Vector: [0.8679393836130194, 0.2828327586639711] User Vector: [-0.3346472642949866, 0.16528792739367637] Predicted: -0.2437046998213702 Movie Vector: [0.281665224786188, -0.299292905221119] User Vector: [0.8531831750930496, -0.7602569291274757] Predicted: 0.46785153582942596 Movie Vector: [0.8279470731550836, -0.6318698380853389] User Vector: [0.6331590160999278, -0.7873167653280202] Predicted: 1.0217038712513766 Movie Vector: [-0.6574112429486727, 1.873540393697451] User Vector: [-1.341915597108029, -0.052689379430778116] Predicted: 0.7834747199445852 Movie Vector: [0.24033476105484025, 0.8405836197707639] User Vector: [0.4801293380673973, -0.03129604421397547] Predicted: 0.08908482760995717 Movie Vector: [-1.1678972784965844, -0.37411495101114844] User Vector: [-0.3584262984383148, 0.8925110283909904] Predicted: 0.08470337882430734 Movie Vector: [-0.2758590732109664, -0.10859405906756771] User Vector: [-0.6447673895967184, 0.04141845926327351] Predicted: 0.1733671359190813 Movie Vector: [-0.69030207684975, 0.2810140371754418] User Vector: [-0.5463169477745313, 0.46959159845972126] Predicted: 0.5090855545738107 Movie Vector: [0.9988008710615085, -0.4706788453048875] User Vector: [0.1583772637404944, -0.46074874606258703] Predicted: 0.3750520367527574 Movie Vector: [0.2682629261952968, 0.3552770587675378] User Vector: [0.9788987425363876, -0.21115764925754438] Predicted: 0.18758277255722006 Movie Vector: [0.12360444860864725, -0.7168201379650037] User Vector: [-0.3336045725401063, -0.0356918669580674] Predicted: -0.015650360245032875 Movie Vector: [0.05336665124466855, 0.5216134301542141] User Vector: [-0.18425756734035587, -0.4324048900138347] Predicted: -0.2353814072310158 Movie Vector: [0.21313671127645065, -0.08110650663713778] User Vector: [0.5265388678499919, 1.5497060313217228] Predicted: -0.013466479862234829 Movie Vector: [0.5829616630982096, -0.5657942049959271] User Vector: [0.08437519588689826, -0.2866250825564369] Predicted: 0.21135831523537466 Movie Vector: [0.18141426641026392, -0.027902880949996288] User Vector: [-0.6378314619749864, 0.2071531718221655] Predicted: -0.12149189705934632 Movie Vector: [-0.1771185944747647, -0.2981432628454178] User Vector: [-0.05869674767278482, 0.33602966568285864] Predicted: -0.08978869549149883 Movie Vector: [0.6309572788106165, -0.7412992716095802] User Vector: [-0.6415013526920639, 0.7283417716481204] Predicted: -0.944679172653497 Movie Vector: [-0.60971385649041, -0.4147098724810781] User Vector: [-1.4376353788015928, -1.4866475863813142] Predicted: 1.4930736420086679 Movie Vector: [0.36277602252237123, 0.8064117397185766] User Vector: [0.6922338532282137, 0.08883935745219725] Predicted: 0.3227669447279732 Movie Vector: [-0.18533105019109264, 0.647682576186675] User Vector: [0.09172104576218307, -0.28957547878278117] Predicted: -0.2045517498342522 Movie Vector: [-0.16632312075305025, 0.015111048027631992] User Vector: [-0.39008321727975953, -0.021058452247931035] Predicted: 0.0645616427680537 Movie Vector: [-0.17488888334888159, -0.5693272440016607] User Vector: [-0.26162992049223516, 0.22133120496911338] Predicted: -0.0802537202910883 Movie Vector: [-0.6272861879093876, -0.13780141445457358] User Vector: [0.2921442846147881, -0.7837734069645056] Predicted: -0.07525299052393657 Movie Vector: [0.969118451386846, -0.5633742442948478] User Vector: [1.5375358409185378, 0.0030433560720338378] Predicted: 1.4883398046755434 Movie Vector: [0.3337247534352056, 0.0654746487536849] User Vector: [0.6337795109107094, 0.36230321810511684] Predicted: 0.2352295869587239 Movie Vector: [0.9954790597526522, -0.7970168363215907] User Vector: [-0.4645516129883077, 0.37198281025201] Predicted: -0.7589279654972501 Movie Vector: [-0.6437534591501748, -2.0725853585564056] User Vector: [0.7992480239603696, -0.31053117297877764] Predicted: 0.12908368234773138 Movie Vector: [-0.10064319073464784, -0.17792171408819596] User Vector: [-1.0871556031409504, 2.134617574454245] Predicted: -0.27038000904453074 Movie Vector: [0.29172959731415093, 0.6121997877110998] User Vector: [1.3346464585351443, 0.6567808473479341] Predicted: 0.7914369692243368 Movie Vector: [1.1428979920602373, -0.5630302698610632] User Vector: [0.03721908678794078, -0.29294437904513854] Predicted: 0.20747417234431917 Movie Vector: [0.28678601676195536, -0.49413148003741225] User Vector: [0.49926463591445636, 0.9381852432611324] Predicted: -0.32040474655786816 Movie Vector: [-1.065428297155422, -0.6285888257531311] User Vector: [-0.5201721720579342, 0.2925646577316954] Predicted: 0.370303276842889 Movie Vector: [-0.543879432333853, -0.46940394882490294] User Vector: [-0.25198828798298334, 0.07336120424078521] Predicted: 0.10261520806178966 Movie Vector: [0.494000670845963, -2.0313949783896104] User Vector: [0.7965293825502192, -0.718238289442948] Predicted: 1.852511703789877 Movie Vector: [-0.7847498578258219, 0.5920187241544428] User Vector: [0.01712240429100799, -0.4648404351803872] Predicted: -0.28863104570389353 Movie Vector: [-0.6078284573983804, -0.6783968765844381] User Vector: [0.23128498466096764, -0.1255093373543044] Predicted: -0.05543645300254138 Movie Vector: [-0.7635974315412069, -0.24200034669745496] User Vector: [0.9475408753334988, -1.2860069827745977] Predicted: -0.41232564299816593 Movie Vector: [0.20027918104162587, -1.511504223952019] User Vector: [0.20585190294660063, -0.0012309363475725976] Predicted: 0.04308841602677748 Movie Vector: [0.36741221607305447, 0.1479846790660036] User Vector: [-0.3271817117846733, -0.7930210988203718] Predicted: -0.23756553058688445 Movie Vector: [1.3048418720448443, 0.9825305057896988] User Vector: [-0.6049434374652528, -0.4985690012770548] Predicted: -1.2792147804192133 Movie Vector: [-0.8120129835135951, 0.8909869973275049] User Vector: [-0.6950937834915158, -0.4703606478374411] Predicted: 0.14533995567699715 Movie Vector: [0.10112827865227195, -0.0428895875478208] User Vector: [0.679693962952655, -0.6955693817850379] Predicted: 0.09856896437939608 Movie Vector: [0.5340717656377066, -0.31826074108821567] User Vector: [-0.1618164914277816, 0.8263207582543977] Predicted: -0.349407076184755 Movie Vector: [1.130895355019772, 0.06733908527370125] User Vector: [0.5332412011706601, 0.15446552412578998] Predicted: 0.6134415646100169 Movie Vector: [1.0518515365443293, 0.7049749132866929] User Vector: [0.5157392274292338, -0.5039932018479546] Predicted: 0.18717853505778032 Movie Vector: [-0.6240278933457576, -1.011544900874133] User Vector: [1.260191404308412, -0.3149854036351554] Predicted: -0.4677727083460881 Movie Vector: [-0.03171959896751994, -0.8318258189571737]
avg loss: 14.570683289100636: 27%|████████████▎ | 19143/70000 [00:31<01:24, 598.91it/s]
User Vector: [0.42285920648207465, 0.05832128497724799] Predicted: -0.061926075088169136 Movie Vector: [-0.07343499574934187, -0.18559553054802408] User Vector: [-1.2228705317861612, -0.16607830141605814] Predicted: 0.12062488276754015 Movie Vector: [0.3833639203830793, -0.19980906372589585] User Vector: [1.0233741366608515, -1.2934618690246225] Predicted: 0.6507701260639104 Movie Vector: [-0.7365079254955607, 0.40289505921209506] User Vector: [0.8315973537049172, 1.2513753810469603] Predicted: -0.1083050835813335 Movie Vector: [-1.368164565776723, -0.7017917442483497] User Vector: [0.4862574067718545, 0.1579731016994338] Predicted: -0.7761443723776973 Movie Vector: [0.6578439943721953, 0.21400390856970813] User Vector: [-0.31126872135386213, -0.16522432399432016] Predicted: -0.24012491010412285 Movie Vector: [-1.3579346741121188, -0.463841880267359] User Vector: [0.7658433386756627, -0.5776629606119804] Predicted: -0.7720209507144026 Movie Vector: [0.5548629117018271, 1.884892621066219] User Vector: [-0.4349798955863347, 0.31334204169985497] Predicted: 0.3492618908730896 Movie Vector: [0.2679186608431768, -0.09261987001044095] User Vector: [-0.9967802712580297, 0.21575180350657056] Predicted: -0.2870389394256466 Movie Vector: [-1.126983574690644, -0.5939677912744432] User Vector: [0.9327230931293716, -0.9714714549949705] Predicted: -0.4741408512819215 Movie Vector: [0.9478591839107305, 0.29563335952079395] User Vector: [-0.5015454556538654, -0.525094108365194] Predicted: -0.6306298016107865 Movie Vector: [0.5175325626773283, 0.3120836557915882] User Vector: [0.5484904535040566, -0.7654290933765895] Predicted: 0.0449837602957974 Movie Vector: [0.09181990809926427, 0.0011953316781901577] User Vector: [1.5957116755860015, -0.08629558877474386] Predicted: 0.1464149475542791 Movie Vector: [0.61329614728855, 0.5747001615292495] User Vector: [-1.3738346893880982, -0.06361996853853447] Predicted: -0.8791299282086639 Movie Vector: [-0.22315924636056614, 0.4658193866611999] User Vector: [-0.37265469984045557, -1.7090069021354821] Predicted: -0.7129272049833885 Movie Vector: [-1.5273170870708916, 0.44271363398526714] User Vector: [0.786753471043249, -0.6788136338569488] Predicted: -1.5021420702802426 Movie Vector: [0.016648503768450368, 0.7229591783967314] User Vector: [0.33977643018440645, 0.12759118571829187] Predicted: 0.09789998797591676 Movie Vector: [0.31165583956533743, 0.5607317073654869] User Vector: [0.5517316418141874, -0.03864817309856766] Predicted: 0.15027913195624587 Movie Vector: [-0.6892135345753123, 0.06968050494996655] User Vector: [-0.24739764566663325, -0.46200951334074325] Predicted: 0.1383167496342397 Movie Vector: [-0.5552123629864569, -0.7069495781508296] User Vector: [0.7477670500374376, -0.07858461979480894] Predicted: -0.35961414700161437 Movie Vector: [1.0246357913444435, -0.5458374055922608] User Vector: [0.39685942494755677, 0.9748918542442608] Predicted: -0.12549606952007514 Movie Vector: [-1.0424153737348354, -0.37937437932401397] User Vector: [-1.0594108122222285, -0.5034821857171026] Predicted: 1.2953543594684835 Movie Vector: [-0.21137035342785643, -0.3771198348004078] User Vector: [-0.4415412351864823, 0.5897325497978262] Predicted: -0.12907111482184042 Movie Vector: [1.6345661165076195, 0.35238341974847176] User Vector: [0.5854721564404911, 0.08484281170414995] Predicted: 0.9868901492056591 Movie Vector: [0.2558467905913283, 0.6659961566685831] User Vector: [0.6152219648981716, 0.3834442238413803] Predicted: 0.41277494459561526 Movie Vector: [-0.8180379588913386, 0.981225492477203] User Vector: [0.42134343236650196, 0.01857109625854929] Predicted: -0.3264524883332275 Movie Vector: [0.9722814146635518, -0.6005058968622428] User Vector: [-0.37912922659244674, -0.1826439216514813] Predicted: -0.25894154879384246 Movie Vector: [1.1745765277181328, -0.3343546405440927] User Vector: [0.18083983404212214, -0.36369682471039205] Predicted: 0.3340139454353902 Movie Vector: [-0.869983850173195, 1.1353104019430469] User Vector: [-0.24960279104735514, 1.0856926534116544] Predicted: 1.449748559900752 Movie Vector: [-1.4502433651241473, -0.0716194819190301] User Vector: [0.12255570742176602, -0.7472407285944143] Predicted: -0.12421860769578186 Movie Vector: [0.9038710364562499, -0.7385654346024044] User Vector: [0.8146627032273596, 0.48546103758867] Predicted: 0.3778052797191536 Movie Vector: [-0.1288761582201467, -0.6513892406246751] User Vector: [-0.5665552686464759, 0.27840260519029325] Predicted: -0.10833299514029542 Movie Vector: [0.466551219623939, 0.5407724153940949] User Vector: [0.6583895639409325, -0.1300644323532297] Predicted: 0.23683719680379753 Movie Vector: [-0.6411297608483911, 0.7196918990698723] User Vector: [1.569167356129767, -0.6347373396543413] Predicted: -1.462855213152971 Movie Vector: [0.3788826157772498, -0.3859216589170519] User Vector: [0.38133092251211176, 0.3765592174884384] Predicted: -0.0008427004955044448 Movie Vector: [-0.023120513459776754, -0.620816370447026] User Vector: [0.05971492505332762, -0.7386997860263317] Predicted: 0.4572162802824169 Movie Vector: [1.52998402193517, 1.2307915629627808] User Vector: [0.260645433332517, 0.9424456715907806] Predicted: 1.5587375295338441 Movie Vector: [-1.4385282849858387, -0.14304810162390846] User Vector: [0.15946539589237038, 0.04043975091830489] Predicted: -0.2351803120666466 Movie Vector: [-0.9364116566153448, -0.21343536192541093] User Vector: [0.3360560585676904, -0.8236657345184726] Predicted: -0.13888741636648463 Movie Vector: [2.334167174638993, -0.025683015052254635] User Vector: [-0.5817825267656205, 0.22331005020739841] Predicted: -1.363712952135639 Movie Vector: [0.23309746944665483, -0.9749478792605791] User Vector: [0.019304939431833958, 0.443896418203338] Predicted: -0.4282759390093301 Movie Vector: [0.479497097849423, -0.21529065611880666] User Vector: [-0.412394883583883, -0.3535822162211292] Predicted: -0.12161920252423389 Movie Vector: [-0.01360044556613794, -0.7385837813532088] User Vector: [-0.10018426914154982, -0.5786468018511154] Predicted: 0.4287416936781807 Movie Vector: [0.32747408629121333, 0.7106386993158459] User Vector: [0.7450496256532576, -0.48502469249604374] Predicted: -0.10069287120904555 Movie Vector: [2.1124599167456126, 0.6820084811939418] User Vector: [0.2987711281510122, -0.8314987497558229] Predicted: 0.06405283306424969 Movie Vector: [-1.023279635521562, -1.3361200374285578] User Vector: [0.04727167477240385, -0.6530457235500534] Predicted: 0.8241753344606577 Movie Vector: [-0.9388852536519, -0.1588448079160201] User Vector: [1.068739978142454, 0.09984545149091864] Predicted: -1.019284137029567 Movie Vector: [-0.13386846148660317, -0.3020369260959495] User Vector: [0.43920098046365574, -0.32408035118376466] Predicted: 0.03908907354156284 Movie Vector: [0.5024544754137927, 1.274928929317256] User Vector: [-0.7638454851729453, 0.3078284814070478] Predicted: 0.008661853663878172 Movie Vector: [-1.016523940739002, -1.4294481796744438] User Vector: [0.4486358691309227, -0.042232608293877705] Predicted: -0.3956797765972454 Movie Vector: [-0.6798139688420044, -0.20892520629573938] User Vector: [0.34045226787964306, 0.15693935247689944] Predicted: -0.26423279402067734 Movie Vector: [-0.44722343754635474, 0.6643245525545747] User Vector: [0.2296795708721146, 0.7664076992991461] Predicted: 0.4064253646916876 Movie Vector: [-0.18755877469024057, 0.5672617926459055] User Vector: [1.1934811497251467, -0.3495156480089737] Predicted: -0.4221147351057138 Movie Vector: [0.7679147403776352, 1.0725346019327386] User Vector: [-0.13629744326083404, -0.10470106599848172] Predicted: -0.2169603318983938 Movie Vector: [0.6760069111725542, 1.13179915124384] User Vector: [-0.8274606571652325, 1.3911333307413845] Predicted: 1.0151144000330343 Movie Vector: [-0.5906120551849994, -0.3114580747108545] User Vector: [1.0611744936130179, 0.1283959512564683] Predicted: -0.6667324043616938 Movie Vector: [-1.28553654812184, -0.6749479284947282] User Vector: [0.44767761364890807, 0.20938413385924348] Predicted: -0.7168293215295992 Movie Vector: [0.30851371715468856, 0.033434170020037325] User Vector: [0.44353736358004847, -0.5508075986272809] Predicted: 0.11842156583423834 Movie Vector: [0.8659175193935582, 0.20984435518915268] User Vector: [1.458088347264006, -0.7073491999500487] Predicted: 1.1141510079624202 Movie Vector: [0.7420504993569803, 1.0526661910417003] User Vector: [0.2182904863068144, -0.06827864187154493] Predicted: 0.09010794650043014 Movie Vector: [2.146828671089867, -0.6848510145709242] User Vector: [0.23179735497322262, 0.8881896812488412] Predicted: -0.11064839679538502 Movie Vector: [-1.3325197653324186, 0.2746418266126814] User Vector: [0.1657803626873113, 0.06630194400562756] Predicted: -0.20269632297514203 Movie Vector: [-1.826626188113549, -0.8062950849289642] User Vector: [0.08923062507821881, 0.20474243004202558] Predicted: -0.3280738115689136 Movie Vector: [1.0543948867235913, 0.0075919315086077285] User Vector: [-0.08634003743788693, -0.6642861422466441] Predicted: -0.0960797088880852 Movie Vector: [1.4521938213042322, -1.3144573262628658] User Vector: [-0.2858715165030178, 0.14241594870614993] Predicted: -0.6023405371060286 Movie Vector: [-0.08366304532179254, -0.1302076643921059] User Vector: [0.08685458246847375, 0.720590351379946] Predicted: -0.10109290550613496 Movie Vector: [0.5474927928292309, -0.0891818462444332] User Vector: [0.4487594231057676, 0.40124035106209566] Predicted: 0.209909194569129 Movie Vector: [0.33190310070368917, -0.5749505585336726] User Vector: [-1.0416128720204647, -0.42118751524800635] Predicted: -0.10355254481721618 Movie Vector: [-0.045562868400516654, -1.0175060099664237] User Vector: [0.6928977156343816, -0.7011692349037676] Predicted: 0.6818735030856746 Movie Vector: [1.1360011540576245, 1.5079282017723068] User Vector: [-0.1688997344320481, 0.21929956921793456] Predicted: 0.13881771182540867 Movie Vector: [0.7568144174796057, 1.312880751219098] User Vector: [-0.45646258086999747, 1.2458972422600458] Predicted: 1.290257045117807 Movie Vector: [2.0105032046986224, -0.12493722320336541] User Vector: [0.26343018651726063, 0.34214891063606717] Predicted: 0.48688009939038174 Movie Vector: [-0.987594116986069, -0.03534388191809284] User Vector: [0.5961591366863104, 0.5815702700522543] Predicted: -0.6093182071306942 Movie Vector: [0.43388127618096284, 1.064120936293023] User Vector: [-1.8873727910194453, 0.45127426318663433] Predicted: -0.3386853237296372 Movie Vector: [-0.9643224446566223, -0.9447068115399969] User Vector: [-0.664697121657704, -0.3509165364464964] Predicted: 0.9724955955762062 Movie Vector: [0.5904684815615527, 0.2103001627344433] User Vector: [0.5214909386033413, 0.9876955940454121] Predicted: 0.5156365068250667 Movie Vector: [-1.1607344490083784, 0.12326946499963262] User Vector: [0.763252813693959, 0.22419141060159747] Predicted: -0.8582978789147802 Movie Vector: [0.5170840126769121, -0.6120109138358552] User Vector: [0.5878244575458991, 0.41723766207864016] Predicted: 0.04860062640197832 Movie Vector: [0.7396841245182352, -0.3090192200927879] User Vector: [-0.19570710466564634, 0.4841165917456606] Predicted: -0.29436276999182986 Movie Vector: [-0.16672960493888966, -0.027671096418901333] User Vector: [0.08145675357655002, 0.049648573326259174] Predicted: -0.014955082802994483 Movie Vector: [0.2778853863985668, 0.3741930212523504] User Vector: [0.0008090964394662017, 0.0516952728349581] Predicted: 0.019568846403292296 Movie Vector: [-0.029855165785400484, -0.4839895420202588] User Vector: [0.6587861665454933, 0.43071056184046774] Predicted: -0.2281275777878005 Movie Vector: [0.640488639035438, 0.16051930223614905] User Vector: [-0.17408630183020257, -0.33298945794116286] Predicted: -0.16495153397464787 Movie Vector: [-1.7781520633582855, -2.035673421180104] User Vector: [-0.6658906618107789, -0.3520857983657893] Predicted: 1.9007865559780655 Movie Vector: [0.9247875213623047, 0.9823894500732422] User Vector: [0.12408335620130514, -0.19913442561794434] Predicted: -0.08087681944974234 Movie Vector: [1.7324149239738382, -0.7490599423025073] User Vector: [-0.4940109901983263, -0.4074806889021782] Predicted: -0.5506045507082225 Movie Vector: [-0.836397336253855, -1.3437906047441242] User Vector: [0.3984338734847369, 0.7329100008443673] Predicted: -1.3181266037136083 Movie Vector: [-0.5549246709499105, -0.3954225156342672] User Vector: [0.2959890244804573, -0.2645950243909946] Predicted: -0.05962478184560538 Movie Vector: [1.1165180328931572, -0.035240886978435304] User Vector: [-0.8197107512555388, 0.21677421509119588] Predicted: -0.9228611511470742 Movie Vector: [0.9899680905581005, 0.19200336846372168] User Vector: [0.39986286244303626, 0.28438959426723365] Predicted: 0.450455234473169 Movie Vector: [1.8834081054582894, 0.2559633568406196] User Vector: [-0.7047077140874203, -0.020314390007655857] Predicted: -1.332451960149759 Movie Vector: [0.9669635233773828, -0.4518248834611253] User Vector: [-0.6738294083698008, -0.3611742760616529] Predicted: -0.4883809336818472 Movie Vector: [0.22287378356380474, -0.7663341633215909] User Vector: [0.7441232364253221, -0.8720020624969365] Predicted: 0.8340905321181465 Movie Vector: [1.1403405083937999, 0.6185012888681052] User Vector: [-0.5751636249049248, 0.9355221116513982] Predicted: -0.07726074861270149 Movie Vector: [-0.3770787313294577, -0.5228287396139242] User Vector: [1.147717715907562, -0.21110651440342063] Predicted: -0.32240738738893726 Movie Vector: [0.8115864568418015, -0.3927908332284758] User Vector: [1.0827231092529295, -0.034454982498434886] Predicted: 0.8922570132637566 Movie Vector: [0.19129598504635886, 0.4211772034453633] User Vector: [-0.7419709567810014, 1.1923994974529815] Predicted: 0.36027542067369234 Movie Vector: [-0.7759503539631426, 0.1292145782010828] User Vector: [-0.904564780582896, 0.76459385436762] Predicted: 0.8006940340631428 Movie Vector: [0.2010825425503276, 0.11751725497327159] User Vector: [0.048315618891502876, -0.13788509194745296] Predicted: -0.006488450015805789 Movie Vector: [-0.013386650589415953, -0.8847098324448502] User Vector: [-1.2323856422634238, -0.19012626327988733] Predicted: 0.18470409051410802 Movie Vector: [-0.5154308712786143, -0.48144469134894996] User Vector: [-0.649367375247855, -0.3128617672293976] Predicted: 0.48532962896255316 Movie Vector: [1.8063801909001127, 1.1904956616464661] User Vector: [-1.1510636998642685, 1.5907509251536605] Predicted: -0.18547659074347211 Movie Vector: [-0.062214974019269675, -0.3751143040117331] User Vector: [0.0941352527534322, 0.2504717055849676] Predicted: -0.09981214181948903 Movie Vector: [-0.45292490758471604, 0.14134399093359495] User Vector: [1.5441509961285296, 0.499038396605564] Predicted: -0.6288483686130288 Movie Vector: [-0.2007678655410221, 0.22283605114647626] User Vector: [0.7281122217508427, 0.011372672224218103] Predicted: -0.14364729526582007 Movie Vector: [-0.7829986037260445, -0.7393771403902183] User Vector: [0.39359868109808077, 0.002761810846940438] Predicted: -0.3102292375345194 Movie Vector: [-0.06128198351848194, 0.23700870060774465] User Vector: [-0.15711325419040822, -0.7455455390989717] Predicted: -0.1670725676119161 Movie Vector: [0.12054504111798248, 0.1899850477998434] User Vector: [-0.07333520761595758, -0.6841435032498676] Predicted: -0.1388172317843398 Movie Vector: [0.26624857683897246, 0.6383690448155446] User Vector: [0.8610667798090813, -1.6803860117228187] Predicted: -0.8434486085374134 Movie Vector: [-0.29366394577821464, 0.14929360693180574] User Vector: [-0.5768999482199891, -0.6253724344867677] Predicted: 0.0760506086932758 Movie Vector: [-0.8279230887557799, 0.09549905199678958] User Vector: [-0.3656527024235844, -0.13274322788559112] Predicted: 0.2900554623803643 Movie Vector: [0.8040328960408244, 0.3143972506076636] User Vector: [0.019344760486058654, -0.9073053989898293] Predicted: -0.2697004991070697 Movie Vector: [-0.07660339556087417, 0.16430439275183778] User Vector: [0.1901772221064562, 1.261451037129792] Predicted: 0.19269372567009738 Movie Vector: [-0.06923721266586465, -0.8254453203737901] User Vector: [0.7230763531767345, 0.086790873619743] Predicted: -0.12170491171912531 Movie Vector: [0.38445126788405476, -0.2967817621909211] User Vector: [0.6383360250133647, -0.1343562476208837] Predicted: 0.2852835780827414 Movie Vector: [0.8662635712163846, 0.30214418083825195] User Vector: [-0.05539039296259369, -0.1164246935004291] Predicted: -0.08315972326588701 Movie Vector: [-0.6115770578844668, -0.8054235266169323] User Vector: [0.7564744363304, 0.16775793159003596] Predicted: -0.5977585950149653 Movie Vector: [0.6603419619966113, 0.1788610522261791] User Vector: [0.7758751563940506, -0.9811785687418879] Predicted: 0.33684829181072456 Movie Vector: [1.2991417728001993, -0.05016912622607256] User Vector: [-0.2498789588190355, -0.331697575520232] Predicted: -0.307987216010473 Movie Vector: [-0.4530487805959751, 0.22047911642283446] User Vector: [-0.118354609022301, -0.6113237700514818] Predicted: -0.08116371337375988 Movie Vector: [-0.684872941879705, -0.021239789295439238] User Vector: [0.7906167092406103, -1.173669607904915] Predicted: -0.5165434963825071 Movie Vector: [-0.01588986215379346, 0.18064672972684015] User Vector: [0.05602893101287125, -0.8376736018832565] Predicted: -0.15221328874913226 Movie Vector: [0.7762123131376801, 0.5715015069931595] User Vector: [0.1881124955815659, 0.04830456807887379] Predicted: 0.17362136877719894 Movie Vector: [-0.049960684241336095, -1.1428423612394205] User Vector: [0.15545757999454812, -0.6625451332815913] Predicted: 0.7494178774801905 Movie Vector: [-1.2205609292353279, 2.5012060102996023] User Vector: [0.8567586233029146, 1.526366422926075] Predicted: 2.7720307695532176
avg loss: 14.562308603803121: 28%|████████████▍ | 19297/70000 [00:31<01:15, 676.00it/s]
Movie Vector: [-0.044847815669740124, -0.3289043917234562] User Vector: [0.5690343034747145, -0.2760823708663083] Predicted: 0.06528475870335983 Movie Vector: [-0.04316726812345394, -0.1814762224542555] User Vector: [0.22277810719247076, -0.37165693920936244] Predicted: 0.05783017509141303 Movie Vector: [1.41427639744102, 1.0399739847116476] User Vector: [-0.6462510706384156, 0.21817974884336705] Predicted: -0.6870763732368775 Movie Vector: [0.8077497310484338, 0.14007074643674] User Vector: [-0.4045164881929532, 0.1017646166830485] Predicted: -0.31249383872287156 Movie Vector: [-0.8845043835361163, 0.21157670723614808] User Vector: [-0.30197932783238113, 0.3560910150297566] Predicted: 0.3424426036414046 Movie Vector: [1.658682128722227, 0.3680110624266736] User Vector: [0.7196145503767721, 0.14970367662289108] Predicted: 1.2487044033616022 Movie Vector: [0.710819585842085, -1.4903711934385697] User Vector: [0.27118569918579927, 0.13565186381524375] Predicted: -0.009407523784945054 Movie Vector: [-0.37261639206955965, -1.0263171423663933] User Vector: [-0.785144286245537, 0.5895983006072538] Predicted: -0.31255721182847684 Movie Vector: [-0.5754587809501752, -0.4973430181201526] User Vector: [-0.39376289467040504, 0.4533579253541302] Predicted: 0.0011199164661295502 Movie Vector: [0.7110451202450243, 0.16439882189753105] User Vector: [-0.058529314349852535, 0.07210128893078792] Predicted: -0.02976361640223469 Movie Vector: [-0.27797480295501886, -0.1504601845863194] User Vector: [-1.546678914720594, 0.9527777622546046] Predicted: 0.28658264857557136 Movie Vector: [0.3464391113509549, 0.8336674699442849] User Vector: [-0.16075056387529627, -0.325649466767863] Predicted: -0.3271736495471924 Movie Vector: [-0.17368313118353745, 1.2322491831396785] User Vector: [-0.10984289819920735, 0.03814516967901024] Predicted: 0.06608221267519768 Movie Vector: [-1.4081368732545712, -0.13534096796277467] User Vector: [-0.8076651153725184, -0.3476136427410479] Predicted: 1.18434939708309 Movie Vector: [0.6068186817583561, -2.133124075835635] User Vector: [0.01992144984801114, 0.06327553061758015] Predicted: -0.12288584983614977 Movie Vector: [0.6216068263768729, -0.5378206451897982] User Vector: [-1.410590687975842, -1.1134033871351516] Predicted: -0.2780214728438991 Movie Vector: [0.4822347813727202, 0.5378796710163184] User Vector: [-0.2984259733431041, 0.033282408120860134] Predicted: -0.12600945328037394 Movie Vector: [0.5484169095131759, 0.5245999013267176] User Vector: [0.7874840749849433, -1.2474677453897234] Predicted: -0.2225518734456271 Movie Vector: [0.9496282672508153, 0.8163815269535745] User Vector: [0.2306498814078513, -0.2562988175315385] Predicted: 0.009794027210150935 Movie Vector: [0.38240849236104435, 0.5557755646229029] User Vector: [0.5782687062977186, -0.7245434074514189] Predicted: -0.18154865721523217 Movie Vector: [-0.1827482491443633, -0.453426396333434] User Vector: [0.2686722080551577, 1.3356656689120319] Predicted: -0.6547254465768984 Movie Vector: [0.894143680330337, -0.16968746120078737] User Vector: [0.3396875644434536, 1.614115462999532] Predicted: 0.029834334032594056 Movie Vector: [0.7869740766452142, -0.8741394659981576] User Vector: [0.19239702930311806, -1.5158510023803178] Predicted: 1.4764766602386066 Movie Vector: [-1.0150633306651389, 1.55043758078843] User Vector: [1.8865136629998616, 0.38265092061208306] Predicted: -1.3216544744696672 Movie Vector: [0.017476866657990378, -0.2060268186814041] User Vector: [0.5152726078991599, 0.14081861498106607] Predicted: -0.020007060594901982 Movie Vector: [0.06123017806527098, -0.5274384300817542] User Vector: [-0.251111289907637, 0.09349394590542397] Predicted: -0.06468788904574976 Movie Vector: [0.861217951837519, 0.5584219823339338] User Vector: [-0.7065784603240806, -0.3887326730299709] Predicted: -0.8255949242841776 Movie Vector: [0.6626137821649856, 0.34369857292812855] User Vector: [0.1128624265926197, 0.24364388977346305] Predicted: 0.1585242565666513 Movie Vector: [0.9349285333291508, 0.012780834313492861] User Vector: [-0.23654185312092707, -0.2707095344425846] Predicted: -0.22460962151610123 Movie Vector: [1.619029975978981, -0.9616148050923735] User Vector: [0.1555567551477073, -0.09452733542996293] Predicted: 0.342749934785546 Movie Vector: [1.147575078811406, -0.599842733365818] User Vector: [1.0462570779006692, -0.027110827401334543] Predicted: 1.2169207814410774 Movie Vector: [1.6900370081644995, 0.3211140746576361] User Vector: [-1.5700630908571405, 0.886704493928192] Predicted: -2.3687314356391895 Movie Vector: [-0.08124153705081061, -0.6334605830382513] User Vector: [-0.4714208291392823, 0.38624168212649845] Predicted: -0.20636992839648374 Movie Vector: [2.4135289043857915, 1.4741913129518247] User Vector: [-0.12624487897843, 0.6211221494651776] Predicted: 0.6109572125784026 Movie Vector: [0.2756030228629431, 0.37196710234826674] User Vector: [-1.0365660576112083, 1.6352960727920574] Predicted: 0.3225956028031892 Movie Vector: [-0.10255718085102654, 0.14340903009421124] User Vector: [1.0587502277483198, -0.6313672418248172] Predicted: -0.19912620236660433 Movie Vector: [-0.7383870431038321, 0.22710027123392687] User Vector: [0.1825371833764099, 0.10480910520411818] Predicted: -0.11098091487016885 Movie Vector: [0.3229115823067328, 0.4275909421138665] User Vector: [-0.18898784955644288, -0.16829303829051723] Predicted: -0.132986944330865 Movie Vector: [0.491221135315841, 0.41943845655938455] User Vector: [1.4295514274693735, -1.2088976550261663] Predicted: 0.19516770863145227 Movie Vector: [-0.23540480126383467, 0.011381707195211963] User Vector: [0.07908303582532145, 0.7434702444422229] Predicted: -0.010154565701206467 Movie Vector: [0.7018644458337782, -0.21546546803603248] User Vector: [1.5430070737947639, 0.21028340718886218] Predicted: 1.0376729920164018 Movie Vector: [0.38598684508954606, -0.06277596030924548] User Vector: [0.2881607514136225, 0.19882743134349] Predicted: 0.09874467637836895 Movie Vector: [0.05590664193187586, -0.37778813978600007] User Vector: [-1.461374432732668, 0.011117407623550402] Predicted: -0.08590056188452729 Movie Vector: [1.141163966774321, 0.23628841656396396] User Vector: [0.31766246211368776, 0.019790687614301056] Predicted: 0.36718126560004866 Movie Vector: [-0.47810756838657464, -0.4233157781699803] User Vector: [0.6031504053418894, -0.31373005108576674] Predicted: -0.15556389295870857 Movie Vector: [-0.7914467754691525, -0.21006334523143666] User Vector: [1.241618612358109, -0.12922719345632588] Predicted: -0.9555291505610032 Movie Vector: [0.29672736244520415, -0.009885999421692375] User Vector: [0.23500356546361834, -0.2271322261508497] Predicted: 0.07197741720161334 Movie Vector: [0.03906080257679251, -0.5298771353732865] User Vector: [1.1315883847732144, -0.6639995619787751] Predicted: 0.3960389362862484 Movie Vector: [-1.6388696880158662, 0.0047486125459372044] User Vector: [0.9144425200573606, -0.9436460387871212] Predicted: -1.5031331369735574 Movie Vector: [1.7543431430190717, 0.853215926911728] User Vector: [-0.05630860926393019, -0.6573087278681692] Predicted: -0.6596108980703248 Movie Vector: [0.15084627207107743, 1.0614134535269306] User Vector: [1.0793696555234453, 1.452542209750499] Predicted: 1.704566731967271 Movie Vector: [0.46206219072598276, 1.1612637867929634] User Vector: [0.8103096759980788, -0.24141207907092388] Predicted: 0.09407035893867022 Movie Vector: [0.9630035885629138, -0.3976093085882692] User Vector: [-0.31029400829408893, 1.1648933997623883] Predicted: -0.7619867027553396 Movie Vector: [-1.143904671519983, 0.0441278449183796] User Vector: [-0.5202421873568912, -0.013725894552950493] Predicted: 0.5945017742931235 Movie Vector: [-0.6482368957433213, 0.43801873648312317] User Vector: [-0.08505551156085073, -0.4850001906726345] Predicted: -0.15730304993243513 Movie Vector: [0.20737955525028823, -0.5769986933539648] User Vector: [1.4354897961386501, -0.5061405621622864] Predicted: 0.5897336785106406 Movie Vector: [-0.3133271946585388, 0.3781579262383784] User Vector: [-1.257210737604568, 0.7757058770792938] Predicted: 0.6872576393554599 Movie Vector: [0.166493527460606, -0.15038982818288635] User Vector: [-0.696209979413329, 0.4794469407130858] Predicted: -0.1880183983624525 Movie Vector: [0.4792125617538797, -0.8412233014455122] User Vector: [-0.4042956993356856, 0.7616976196047717] Predicted: -0.8345013640518442 Movie Vector: [0.5622484462390731, -0.3955881856155369] User Vector: [1.098404338341222, -1.3325675687314165] Predicted: 1.1447241192991777 Movie Vector: [0.5198820681764901, -0.3252870845079624] User Vector: [-0.21964404571895962, 0.4134258492334853] Predicted: -0.24867108990841313 Movie Vector: [-0.41155274741243764, 1.578641985891721] User Vector: [-0.7991465587267573, -0.5172542049737321] Predicted: -0.48766824352138377 Movie Vector: [-0.8365895196299171, -0.6493202347386953] User Vector: [0.6638285811198603, -0.1854631209735647] Predicted: -0.4349270765497474 Movie Vector: [-0.42263393047005393, -0.18495102202746347] User Vector: [-0.016072819963016738, -0.7540868232218814] Predicted: 0.14626204772703744 Movie Vector: [0.2819551706679285, -1.086020583551084] User Vector: [0.2519070867718665, 0.09527458438265085] Predicted: -0.03244365408561119 Movie Vector: [2.189706355241961, -0.5205544175535153] User Vector: [0.5381581657609936, -0.12069233180252398] Predicted: 1.2412352821768429 Movie Vector: [0.2249269711856019, 0.654701819758841] User Vector: [0.3446655546497345, -0.8424947678838707] Predicted: -0.4740582783915021 Movie Vector: [0.3091208351540867, -0.7357865971901228] User Vector: [0.5284567593932344, 0.8027706872430918] Predicted: -0.4273109174841119 Movie Vector: [0.46450277466048506, -0.34395094131668524] User Vector: [-0.8475984022717338, -0.2213272604361234] Predicted: -0.31758609008696653 Movie Vector: [0.08750257778738789, -0.18688952416363344] User Vector: [0.805478804955461, -0.3538896953230046] Predicted: 0.136619748552037 Movie Vector: [0.8231530222362355, -0.02703125112285587] User Vector: [0.30273603734831483, 1.2551119773657946] Predicted: 0.21527083703560826 Movie Vector: [0.49920119902157617, -0.6180666601432451] User Vector: [0.4688928567173666, 0.29777789592272524] Predicted: 0.05002528668851988 Movie Vector: [0.9109960362364444, 1.3462897850014177] User Vector: [0.04719581814626717, 0.7450119758467842] Predicted: 1.0459972160444342 Movie Vector: [1.5492996514974815, -0.0786014434167598] User Vector: [0.5823403420895013, -0.9426837752341596] Predicted: 0.9763159944711537 Movie Vector: [-0.6094643638300203, 0.17793204958379552] User Vector: [-0.07093309317844487, 0.0402216763064662] Predicted: 0.05038791781140198 Movie Vector: [0.16863761832973193, 0.1163719589871049] User Vector: [1.7772416081009625, 0.4793880282191255] Predicted: 0.3554971159454743 Movie Vector: [-0.18477119659411823, 0.5350922004643164] User Vector: [1.0309051858527065, 0.05598166049755036] Predicted: -0.1605262348638059 Movie Vector: [1.0173888643107256, 0.8938376612803821] User Vector: [-0.15182884848318356, 0.06383904985320868] Predicted: -0.09740723270875762 Movie Vector: [-0.10219077508919722, -0.5733905088443254] User Vector: [-0.0781019986597184, 0.6746317592891767] Predicted: -0.3788461439623115 Movie Vector: [0.22767004547988395, -1.5116680135995564] User Vector: [0.6415025614056893, -0.8853169850891497] Predicted: 1.4843562855863583 Movie Vector: [0.22222410674120766, -1.0731842866830181] User Vector: [-0.08936523876270001, -0.7861606980023322] Predicted: 0.8238361975461008 Movie Vector: [-0.5889133917090504, -0.5168481810816481] User Vector: [0.20649308756761714, -0.17391998403397568] Predicted: -0.03171631716220975 Movie Vector: [0.464958972278811, 0.621136520866296] User Vector: [-0.25711971137902606, -0.764801833942444] Predicted: -0.5945964670425888 Movie Vector: [-0.17273430018956162, 0.05605148190507171] User Vector: [-0.18433098003018067, 0.08398899999732873] Predicted: 0.036547990752344654 Movie Vector: [-0.04683313814970367, 0.002399045938473482] User Vector: [0.9897465076331391, 0.21342236527556535] Predicted: -0.045840924866575795 Movie Vector: [0.366843633921293, -0.6481007647879607] User Vector: [0.4508619176179253, -0.12847309127811588] Predicted: 0.24865933296770276 Movie Vector: [0.05789763374488657, -1.1222015797384137] User Vector: [1.2898431647909483, 0.6389310219178379] Predicted: -0.642330534996665 Movie Vector: [-0.0464820357661518, -0.2141479604395785] User Vector: [0.7484348828862291, -0.09061545514577804] Predicted: -0.015383662091180857 Movie Vector: [-0.035462588672859244, 0.43719255960176834] User Vector: [0.05160838117176382, 0.4471978552234191] Predicted: 0.19368140817998122 Movie Vector: [-1.0577154793097532, 0.5762227507237477] User Vector: [0.7110442028194002, -0.36333655989795044] Predicted: -0.961445251778444 Movie Vector: [-0.36472924732417894, 1.2513334414573658] User Vector: [0.8624188516628088, 0.07845316545940412] Predicted: -0.21637830911761868 Movie Vector: [0.9151459704386434, 1.411798781371236] User Vector: [0.41544472573762664, 0.3418116334491099] Predicted: 0.8627618142607414 Movie Vector: [-0.27830263015492007, 0.1133226945797906] User Vector: [-0.09329096515382836, -0.16331539088862163] Predicted: 0.007455780810151046 Movie Vector: [-0.6962285211240945, -1.2469818874031564] User Vector: [-0.4350115209326395, -0.4727646944704508] Predicted: 0.892396438899214 Movie Vector: [1.2772595918248026, 0.0663955889734737] User Vector: [0.23590874198185335, 0.47179039263689726] Predicted: 0.3326415044827979 Movie Vector: [-0.4047610820739922, -0.38280803518425405] User Vector: [0.20344159522604266, -0.12296829813107954] Predicted: -0.03527198762504202 Movie Vector: [0.07872278484981182, 0.76982412256491] User Vector: [-0.05046316634315626, -0.07066458227502281] Predicted: -0.05837190103315788 Movie Vector: [0.17165834681130088, -0.6076834406304937] User Vector: [-0.6254857969516838, -0.9394928863356555] Predicted: 0.4635444117576495 Movie Vector: [-0.009715706722789597, -0.02535010147873304] User Vector: [0.8439627220905127, 0.07656647406611077] Predicted: -0.01014066218024329 Movie Vector: [0.9128051502490553, -0.7373886494277289] User Vector: [-0.29516924770221326, -0.4934556952937288] Predicted: 0.0944366192073442 Movie Vector: [0.9658737112243493, 0.4224410735630145] User Vector: [0.06462708276736398, 0.37862446934738014] Predicted: 0.22236812758645097 Movie Vector: [1.055269544819969, 0.11798572128290301] User Vector: [0.307898584636979, 2.3711247863461726] Predicted: 0.6046748674294 Movie Vector: [-0.21278973578029822, -0.3757440317934907] User Vector: [-0.20246647086827427, 1.0399140035174357] Predicted: -0.347658693559722 Movie Vector: [0.9665103826556095, -0.40028448395887867] User Vector: [0.13124304112710858, -0.7235445186316805] Predicted: 0.4164714061624051 Movie Vector: [-0.3868870369332975, -0.10146186338472794] User Vector: [-0.0737559992045405, 0.3455933859619256] Predicted: -0.00652930892483513 Movie Vector: [-0.7168765630405053, -1.3461323622246846] User Vector: [-0.5855101352087584, -0.08590717921667874] Predicted: 0.5353809274448433 Movie Vector: [1.3256883822018355, -0.6044580417141147] User Vector: [0.7102121986301319, 0.346659672277867] Predicted: 0.7319788339756519 Movie Vector: [0.4132168594524207, -0.35201704964433] User Vector: [-0.1479854660128118, -0.4424779286462178] Predicted: 0.09460968546435894 Movie Vector: [-1.198789449021858, -0.29719089994437964] User Vector: [-0.8549756456659917, 0.5152021311791406] Predicted: 0.8718223981766503 Movie Vector: [1.5468886535873945, 1.2919155839240486] User Vector: [0.23356429543298884, -0.7966421828495432] Predicted: -0.6678964923461717 Movie Vector: [0.11186337338552757, -0.6295620435257764] User Vector: [0.15365554713185092, -0.5551937208751969] Predicted: 0.3667173213084362 Movie Vector: [0.10364485306956267, 0.4819816651110289] User Vector: [0.13322619297810911, 0.7796079250220985] Predicted: 0.38956493503213857 Movie Vector: [-0.25240121583041464, -0.17229042968587235] User Vector: [-1.3180192135361288, 0.8490962739168725] Predicted: 0.1863784901065547 Movie Vector: [-0.03148637325517238, 0.17547063508310262] User Vector: [-0.8479415154271649, -1.1735111824836126] Predicted: -0.17921814941422604 Movie Vector: [0.11018667951671723, 0.09335198403421385] User Vector: [0.18535495499340407, 0.4314268299039153] Predicted: 0.06069819755981556 Movie Vector: [0.806989191787997, -0.41351529110454327] User Vector: [1.0637595210056292, -0.10157053878728073] Predicted: 0.9004434070273872 Movie Vector: [0.6957718752932502, -0.5393010971802252] User Vector: [1.3827085593554727, -0.4254304352747954] Predicted: 1.1914848278443435 Movie Vector: [-0.2934123356373632, -0.2675426911425881] User Vector: [-1.0237268293339465, 0.4733671649289126] Predicted: 0.1737281548458869 Movie Vector: [-0.7497852789828784, -0.16596953828702968] User Vector: [-0.13474342111468904, -0.6230520100914979] Predicted: 0.20443628803527625 Movie Vector: [0.6142887277189644, -1.0958147861553362] User Vector: [0.15924916327765262, 1.4509066600975653] Predicted: -1.4921000055660278 Movie Vector: [-0.21169980367894903, 0.11218566105471968] User Vector: [1.4393326890326894, -0.46932047502227375] Predicted: -0.357357475433803 Movie Vector: [-1.0683315853082054, -0.44151535104718115] User Vector: [-0.4300248636714147, -1.589253251035537] Predicted: 1.1610888513618565 Movie Vector: [0.23036503453882026, 1.8678725488841603] User Vector: [1.4073488527033668, -0.4523713434722392] Predicted: -0.5207680473124632 Movie Vector: [1.178785776272997, -0.42918479715343044] User Vector: [-0.762054175525336, 0.32465054008645755] Predicted: -1.0376336990514698 Movie Vector: [0.4527418818931136, 0.8343065323014661] User Vector: [-0.16308936693213688, -0.7224328616972142] Predicted: -0.6765678425648396 Movie Vector: [-0.5145673002352655, -0.23888085582124707] User Vector: [0.5126971938899746, 0.24354324979381586] Predicted: -0.32199503083839515 Movie Vector: [-0.7878780364990234, 0.3887462615966797] User Vector: [-0.3060015628214044, -1.195880094954297] Predicted: -0.2238020057500046 Movie Vector: [0.9006045522332262, -0.026501131309493768] User Vector: [0.2629858216632926, 0.06083526662512799] Predicted: 0.23523402477367614 Movie Vector: [0.22846442430680625, 0.67157292275938] User Vector: [0.539520763731547, 0.03125100745694102] Predicted: 0.14424863110452937 Movie Vector: [0.896510871198064, -0.14798499899745132] User Vector: [0.586705737024291, -0.8306965634825905] Predicted: 0.6489187015507067 Movie Vector: [2.2322985669966595, -0.5301065412233891] User Vector: [0.44669633865953196, 0.4827477318648004] Predicted: 0.7412518662500422 Movie Vector: [-0.7798033439975706, -0.212072946287475] User Vector: [-0.23715626154952882, -0.026715050401932422] Predicted: 0.19060078525524124 Movie Vector: [1.0098910508700576, 0.8969902458570996] User Vector: [1.2124464830295913, -1.2451514002104025] Predicted: 0.10755019226641882 Movie Vector: [0.012247777249184078, 0.16140571203377485] User Vector: [-0.6123487196575093, 0.20323373406661438] Predicted: 0.0253031748391165 Movie Vector: [-0.012388179244987613, -1.345808428221814] User Vector: [0.28863124241409754, -1.3306532159547486] Predicted: 1.7872286975056328
avg loss: 14.56234838350312: 28%|████████████▊ | 19449/70000 [00:31<01:19, 637.26it/s]
Movie Vector: [-0.9073558266580848, 0.28382210229562627] User Vector: [1.0188439944441643, -2.2770441314342134] Predicted: -1.5707294872180866 Movie Vector: [-0.4896539836173456, -0.9384286277422664] User Vector: [0.49582518030389255, -0.7956526810983869] Predicted: 0.5038804789690248 Movie Vector: [0.6596777267413709, 0.4062341577507688] User Vector: [0.701862713343123, 0.6672231468137786] Predicted: 0.7340520323004348 Movie Vector: [0.10026508428430653, -0.7149176298051941] User Vector: [-0.18301141294895099, 0.8961982277705782] Predicted: -0.6590575675776739 Movie Vector: [-0.15507568147264572, -0.497184388284825] User Vector: [1.05740421777108, -0.33632835397613847] Predicted: 0.003239527271568371 Movie Vector: [0.11484237257384394, -0.012110314721779591] User Vector: [0.11880216647636252, 0.6382657741081914] Predicted: 0.005913923264467779 Movie Vector: [0.07314675145121405, -2.0098632316763014] User Vector: [-0.3466857946162104, -0.476794020521001] Predicted: 0.9329318312778173 Movie Vector: [1.0348113651603406, 0.7901478302064033] User Vector: [0.33603928586121357, 0.33807862270219174] Predicted: 0.6148693623168544 Movie Vector: [0.6000270100097534, 0.08312495371457224] User Vector: [-0.02286600041427607, -0.02891320697104169] Predicted: -0.016123626850667542 Movie Vector: [-0.7031301496166111, -0.979625314391897] User Vector: [-0.980323690411824, -0.5273578074906783] Predicted: 1.2059082010720514 Movie Vector: [0.9213922998237376, 1.0423493288658052] User Vector: [0.3217530429733181, -0.40380914111402016] Predicted: -0.12444941098960477 Movie Vector: [-0.351794419306876, 0.7573223166559186] User Vector: [-0.7706261084653415, -0.9683432090799262] Predicted: -0.46224595808815383 Movie Vector: [-0.11953782311807978, 0.5262308714479049] User Vector: [0.46241769694730156, 0.4566372052800555] Predicted: 0.1850201896057031 Movie Vector: [-0.07565709752612235, -0.9124316167879344] User Vector: [0.09652399594318431, -0.18148575029379893] Predicted: 0.15829061118985777 Movie Vector: [0.939017142744995, 0.8193409400208882] User Vector: [-0.1664481830872302, -1.0002294026574035] Predicted: -0.9758265963075152 Movie Vector: [-0.15847048367056124, 1.0519405892496805] User Vector: [-0.12342892780662934, 0.2182667514628946] Predicted: 0.24916349703594623 Movie Vector: [0.9430730513219469, -0.6895045759329265] User Vector: [-0.49741727423242615, 1.6601122992289505] Predicted: -1.6137558534715128 Movie Vector: [-0.8396047799995966, 0.09125823716733776] User Vector: [-0.853862994442691, -1.1405113296563283] Predicted: 0.6128263981850395 Movie Vector: [1.3161918786331293, 0.14425569167778818] User Vector: [-0.6327579341191195, -0.17462788015208874] Predicted: -0.8580219196658272 Movie Vector: [0.23291284839992893, 0.37702294477619647] User Vector: [0.49742577218188644, -0.5449676177281505] Predicted: -0.08960844257711853 Movie Vector: [-0.5379012694832805, 0.01163483427847617] User Vector: [0.30347349789592076, 0.06795422850022793] Predicted: -0.1624481435856256 Movie Vector: [-0.3452014923095703, -0.7128238677978516] User Vector: [0.5894422535797731, 0.17799560871203063] Predicted: -0.33035586381919646 Movie Vector: [-0.3653182162957772, -0.48198341542924494] User Vector: [0.25376999512235876, 0.03872008914632977] Predicted: -0.11136924277996103 Movie Vector: [0.3761055726416642, -0.3670334654231569] User Vector: [0.10377877060495089, -0.060908060758622914] Predicted: 0.061387070558864526 Movie Vector: [-0.2117147263987862, 0.04016597397162602] User Vector: [-0.3137718866525888, -0.22000865620907198] Predicted: 0.05759326717545779 Movie Vector: [0.6654543796069217, -0.2554925464539335] User Vector: [0.542734311572342, -0.24767454404876924] Predicted: 0.4244439245495995 Movie Vector: [-0.7855916247715964, 0.9504645757414962] User Vector: [-0.33329861751494044, -0.8446353053076113] Predicted: -0.540959334647799 Movie Vector: [0.2191968355572994, -1.0057999412031025] User Vector: [-0.09396043425629635, -0.48850154034268] Predicted: 0.4707389906977227 Movie Vector: [-0.4638206373869612, 0.24601115217336733] User Vector: [0.9051691947965997, 0.257767496934576] Predicted: -0.3564224739598814 Movie Vector: [0.4802520389579852, 0.3095490168628381] User Vector: [0.2626407758022075, -0.6590438947808814] Predicted: -0.07787262160636033 Movie Vector: [1.6285362445142415, -0.20686844682187833] User Vector: [0.540289277985933, -0.4755831879180596] Predicted: 0.9782638271417288 Movie Vector: [0.9260438233450838, 0.11574338358124628] User Vector: [0.6036732197428856, 0.37429892735712034] Predicted: 0.602350480784883 Movie Vector: [1.623630761914923, -0.9644105694742886] User Vector: [0.5094890966719265, 0.25114100071701784] Predicted: 0.5850191346969441 Movie Vector: [0.9075545646033168, -0.18743369829594542] User Vector: [0.8139460506780162, 0.15833017181082487] Predicted: 0.7090240439793408 Movie Vector: [-2.081186845893523, -0.5843873305181886] User Vector: [0.7589991559634863, 0.10293603686973546] Predicted: -1.6397735752359208 Movie Vector: [0.07170863627437415, 0.1273922349392418] User Vector: [-0.4946435000535001, -0.9912744489057812] Predicted: -0.16175087831509252 Movie Vector: [1.0915780232741796, 0.970325861519834] User Vector: [-0.3488897318920669, -0.3663822320515835] Predicted: -0.7363505188404134 Movie Vector: [0.6722363610436484, 0.36516723389621364] User Vector: [0.2817646645621797, -1.6151170128896988] Predicted: -0.40037535923968265 Movie Vector: [1.4575095871525185, 0.10012197514644422] User Vector: [1.6434319288021717, 0.7539411096255735] Predicted: 2.470803865101535 Movie Vector: [0.02934059852342124, -1.5381872291824206] User Vector: [0.7959250515682427, -1.3340572778652409] Predicted: 2.0753827852029745 Movie Vector: [-0.017895946019347585, -0.8587094694882591] User Vector: [0.11687742655580557, -0.03314370959488156] Predicted: 0.026369185166570712 Movie Vector: [-0.9697529787450296, -0.08258170690988804] User Vector: [0.18618188159860244, -0.050452441391332786] Predicted: -0.17638398554073179 Movie Vector: [0.13955900887746156, -0.6527269880355264] User Vector: [-0.02522212678962865, -0.2956811092068916] Predicted: 0.18947906481507568 Movie Vector: [1.0280950243058864, -0.16398596281155342] User Vector: [1.0225347961752027, -0.448122362432906] Predicted: 1.1247487131883076 Movie Vector: [-1.3870411096644708, -0.06344714238430499] User Vector: [-0.5787823921962865, 0.21660206089931597] Predicted: 0.7890521897275814 Movie Vector: [-0.1637663629587972, 0.039286987930528205] User Vector: [0.42626348691333493, 0.45036283245862935] Predicted: -0.052114221750771045 Movie Vector: [-1.8355970429412858, -0.1272662621887916] User Vector: [0.6962127226703242, -0.38303574517481687] Predicted: -1.2292184874186511 Movie Vector: [1.3361327282019013, 1.0663559388822572] User Vector: [0.8058686105244233, -1.4201133008630866] Predicted: -0.4375988271087652 Movie Vector: [1.2332379741843595, 0.6775660516386575] User Vector: [-0.2897295438934478, 0.4410257550936591] Predicted: -0.058481396222745896 Movie Vector: [0.42682590395240816, 0.5440592298903756] User Vector: [-0.03325296372460404, 0.749707976534188] Predicted: 0.3936923180550113 Movie Vector: [-0.4557704642061546, -0.41562882934763684] User Vector: [0.005099529378747955, 1.0155113813528431] Predicted: -0.42440002149306866 Movie Vector: [1.5917961780046264, 0.4279063210821674] User Vector: [0.7691285065342055, 0.708645892701226] Predicted: 1.5275298739913246 Movie Vector: [0.06569506119298558, 0.8120701682504348] User Vector: [1.140003897519055, -0.14063948279528973] Predicted: -0.039316502648468685 Movie Vector: [0.14826900013509908, 0.035088769561266886] User Vector: [1.1003232086788814, 0.07764453724687985] Predicted: 0.1658682732514087 Movie Vector: [-0.4478998457553912, 0.2889706126969361] User Vector: [0.8020053982325255, 1.1144119860976682] Predicted: -0.03718577974388665 Movie Vector: [-0.6564939688959918, 0.39093557890810826] User Vector: [0.7454719365745163, 0.984663457370901] Predicted: -0.10445785160543264 Movie Vector: [0.9256186973493593, -0.5532560642474069] User Vector: [0.4640907107914401, -0.034904287978019755] Predicted: 0.4488820481667883 Movie Vector: [0.278066720608669, 0.3857789348817912] User Vector: [0.5685777023677812, 0.30865994159983795] Predicted: 0.2771770406196821 Movie Vector: [-1.3086272782224124, 0.2841973512649631] User Vector: [-0.30513702386262415, -0.4561719770383361] Predicted: 0.26966776542663645 Movie Vector: [0.5863549151957994, -0.3632569029595125] User Vector: [-0.37083246263211456, -0.06306922357945759] Predicted: -0.19452910634896814 Movie Vector: [0.22753676864850542, -0.24841399486821591] User Vector: [-1.232876775929451, -0.22258477711622793] Predicted: -0.22523162405648112 Movie Vector: [0.20979346115731531, 0.0926576786990139] User Vector: [-0.1260994239147775, 0.3318662229917316] Predicted: 0.004295119267998453 Movie Vector: [-0.7098321309830478, -0.7681162362076382] User Vector: [-0.9860820800001129, -0.3647619222530164] Predicted: 0.9801322990035264 Movie Vector: [1.0129052119085908, -0.9554088160400512] User Vector: [-0.763396465790456, 0.5203225795428934] Predicted: -1.2703690386317323 Movie Vector: [-1.185887701026733, 0.36026759392783164] User Vector: [0.1675962803942752, 0.17665465453167634] Predicted: -0.1351074203131194 Movie Vector: [0.12047816038773868, -0.060706563938457574] User Vector: [0.8584289361768873, 0.3090953483080544] Predicted: 0.0846578225290522 Movie Vector: [0.37580048438971136, 0.5590124221147299] User Vector: [0.6412123952612394, -0.8396938528894327] Predicted: -0.2284313658027106 Movie Vector: [0.4837127424912059, 1.1246410396518898] User Vector: [0.007273703054971686, -1.2497209051898794] Predicted: -1.4019690352346599 Movie Vector: [0.6452184684406299, 0.4438357596822416] User Vector: [-0.6830157740772254, -0.5005590961015797] Predicted: -0.6628604183549994 Movie Vector: [0.09588211383060516, -0.16177631948039983] User Vector: [-0.029796613340863864, 0.40627772657367467] Predicted: -0.06858307756406856 Movie Vector: [-0.3968657677325845, -0.05470521441079835] User Vector: [0.24795205357818498, 0.21188453367380125] Predicted: -0.10999487094913461 Movie Vector: [2.088317163749859, -1.1915368148077028] User Vector: [-1.189613976155633, -0.2698170771301205] Predicted: -2.162794303978176 Movie Vector: [0.7052666152043169, -0.6177592816353354] User Vector: [1.3173345716980411, -0.021846196847405228] Predicted: 0.9425677853440232 Movie Vector: [-0.7414771461303293, -0.2468893739758241] User Vector: [-0.39954549860141586, 0.10304987129191881] Predicted: 0.2708119378406463 Movie Vector: [1.2064110921168323, -0.2421323670865781] User Vector: [0.5176477196308491, 0.11281950486202749] Predicted: 0.597178697005862 Movie Vector: [-0.6060312484727047, 0.05162758106347931] User Vector: [-0.2037401098326804, 0.7163346408376655] Predicted: 0.1604554978642902 Movie Vector: [-0.4547551581009724, -0.21344254336085794] User Vector: [-0.012241917781111628, 0.3766587087631898] Predicted: -0.07482791752142337 Movie Vector: [-1.1867484633611805, 0.9163978576207519] User Vector: [0.3154583946186563, 0.06956288242195076] Predicted: -0.31062248864667535 Movie Vector: [-0.3913939209552868, 1.4963799837683005] User Vector: [0.045939906486982734, 0.14682132484032123] Predicted: 0.20171989155314088 Movie Vector: [-0.4562723657101345, -0.9919962456091033] User Vector: [0.47824170927664517, -0.2226634007611934] Predicted: 0.0026727815167457147 Movie Vector: [-2.172817868636653, 1.030768358193659] User Vector: [0.6151613950952507, 0.37328834202088274] Predicted: -0.9518598599207142 Movie Vector: [1.6901701366991775, -0.948193505039052] User Vector: [0.6450089601114923, 0.46098291129149954] Predicted: 0.6530738798632421 Movie Vector: [0.34623818808647355, 0.701056168669674] User Vector: [0.37329265498406, 0.1849817859087383] Predicted: 0.258930794590524 Movie Vector: [-0.2845354372990351, 1.0912723551233623] User Vector: [1.1066494835066933, -0.563875795737136] Predicted: -0.9302230623374526 Movie Vector: [-0.2749113133494745, -0.10703429885301745] User Vector: [0.08265711598850883, 0.18126628756788143] Predicted: -0.042125086309598436 Movie Vector: [0.15569880435401803, -0.6367656880403681] User Vector: [-0.3921027787729948, -0.12969227152150728] Predicted: 0.021533654670067494 Movie Vector: [-0.5523510895967298, 0.5284936579721903] User Vector: [0.2224774693721706, -0.20796129744727543] Predicted: -0.23279189942299483 Movie Vector: [0.3851589816339961, -0.3723469373573803] User Vector: [-0.20901798783891218, 1.0701574980984634] Predicted: -0.4789750222462218 Movie Vector: [-0.474784884700331, 0.10820805898727161] User Vector: [-0.8592328372859314, 0.41382717978034067] Predicted: 0.45273019946174653 Movie Vector: [0.7977813368842708, -0.4983136816576189] User Vector: [0.5622217164028439, 0.7224014594296786] Predicted: 0.08854746165398997 Movie Vector: [-0.02519242910482252, -0.8055370491590894] User Vector: [-0.16963895646341315, -0.32394684799133333] Predicted: 0.26522480539944737 Movie Vector: [-0.9632263042961324, -0.8871643588107581] User Vector: [0.6198604897372678, -0.27728613616009673] Predicted: -0.3510675515152345 Movie Vector: [-0.6218925939455653, 0.5720720541413649] User Vector: [0.42729612133553413, -0.20875614274085444] Predicted: -0.3851558486726229 Movie Vector: [0.7280305239606216, 0.04534678413482518] User Vector: [0.26082890343337156, 0.3560090581126668] Predicted: 0.20603526913894943 Movie Vector: [-0.3139580857961137, -1.0890469875826987] User Vector: [0.6442344905473892, -1.283893934430529] Predicted: 1.1959581942111737 Movie Vector: [0.9096550696101023, -0.024407517919101392] User Vector: [0.24455687728488934, -0.3012440149534977] Predicted: 0.22981502192321482 Movie Vector: [-0.947796255871306, 0.2862098525734388] User Vector: [0.13865896781598788, 0.20608601344136107] Predicted: -0.07243660301447355 Movie Vector: [-0.647980500092243, -0.16415947643393847] User Vector: [-0.025808878671802205, -0.014976304698009563] Predicted: 0.019182152446714798 Movie Vector: [0.10406875684194417, 0.6425811259444552] User Vector: [0.8566760444358856, 0.06396752638291117] Predicted: 0.13025753608772944 Movie Vector: [0.8479233249613409, 0.03798446189537516] User Vector: [-0.43880799857989305, -0.5013663345064003] Predicted: -0.3911196676041766 Movie Vector: [0.16993641742740098, 0.4555035304557287] User Vector: [0.33238004743658106, 0.5361677730712373] Predicted: 0.30070978803625675 Movie Vector: [0.34303059603111674, -0.15665254568401657] User Vector: [0.09406815267141796, 0.05382571559309762] Predicted: 0.023836319107499983 Movie Vector: [0.3801340434525434, 0.17342039503140594] User Vector: [0.823510659969741, 0.3608426066150916] Predicted: 0.3756219043839217 Movie Vector: [0.7247402389064378, 0.12509891804536555] User Vector: [1.3314657820544018, 0.08247481344060947] Predicted: 0.9752843389092678 Movie Vector: [0.5212255531624517, 0.7438468894532648] User Vector: [-0.6307011983146126, -0.13800281368742778] Predicted: -0.43139054466894666 Movie Vector: [1.0623198009565908, -0.0613268205649213] User Vector: [0.7883132301952359, -0.07459550035538308] Predicted: 0.8420154586576953 Movie Vector: [-0.5827674218882193, 0.6342414919861641] User Vector: [-0.05217546731450663, 0.9130856260617104] Predicted: 0.609522952357188 Movie Vector: [-0.6394333351838091, 1.468232642305508] User Vector: [0.21773384887418376, 0.7841523784795483] Predicted: 1.0120918374571495 Movie Vector: [-0.08022235216524695, -0.041902463119422695] User Vector: [1.2605415665737554, 0.7719219930645742] Predicted: -0.13346904231807147 Movie Vector: [0.2252670789534395, 0.5447583392259059] User Vector: [0.4927636597467448, -0.21034887271715105] Predicted: -0.003585872313880911 Movie Vector: [0.4495425688511633, -0.018923280023302215] User Vector: [0.942883328310474, -0.16645508480432006] Predicted: 0.4270160697166799 Movie Vector: [-0.16384953837627375, 0.5798626007703144] User Vector: [1.6470701716691647, -0.06063185382895263] Predicted: -0.30502983175210463 Movie Vector: [0.45958897203727256, -0.4619288099628993] User Vector: [-0.09562912340511362, 0.33752033521187774] Predicted: -0.19986045730528318 Movie Vector: [1.116170355366875, -0.3209812090711364] User Vector: [-0.761656855161247, -0.8964975604957577] Predicted: -0.562379931795693 Movie Vector: [0.42266499673341934, -0.6640070606173382] User Vector: [-0.49382890049268746, -0.6504143608716679] Predicted: 0.22315553733209104 Movie Vector: [-0.02728556961705836, 1.1635631551372294] User Vector: [0.5904905547838659, -1.4703190465460128] Predicted: -1.7269209399982122 Movie Vector: [-0.47346936763333347, -1.3275787849075527] User Vector: [0.5402395218326435, 0.4939991883363549] Predicted: -0.9116097069695315 Movie Vector: [0.11093402338994666, -0.03826184078436461] User Vector: [0.13427532416978044, 0.63663410449699] Predicted: -0.009463090792017279 Movie Vector: [0.8015931241937011, -0.39250480996205594] User Vector: [-0.10158680306544629, 0.10797972599925443] Predicted: -0.12381384467917357 Movie Vector: [0.4403372908198733, 0.05327990248992684] User Vector: [0.09964815968392479, -0.2676903200662877] Predicted: 0.029616286519776446 Movie Vector: [-0.43208823925558626, -1.3049722605448495] User Vector: [0.5554414829276766, 1.5387075030644846] Predicted: -2.247970340959113 Movie Vector: [0.06332067912314418, -0.7232698105933628] User Vector: [0.3851243993237316, 0.36375104259761415] Predicted: -0.23870380917064302 Movie Vector: [-0.6023327873011559, 0.4153305493884309] User Vector: [1.1959473676598376, -1.4011971403126364] Predicted: -1.3023182895155758 Movie Vector: [-0.5634949032643639, -0.6913155706473156] User Vector: [0.6195382599321343, -0.45214895972083247] Predicted: -0.03652903574203292 Movie Vector: [-0.02086267345020018, -1.0125185158549226] User Vector: [0.18458489377820245, -0.14080226772696133] Predicted: 0.1387139687851758
avg loss: 14.55939273181433: 28%|████████████▊ | 19521/70000 [00:31<01:16, 657.20it/s]
Movie Vector: [1.9861843426554442, 0.7117165612571067] User Vector: [-1.082544040646947, -0.4691443458080655] Predicted: -2.4840298242996566 Movie Vector: [-0.3148624519734306, 0.04251356552489839] User Vector: [1.938627104155892, 1.1385578262924823] Predicted: -0.5619967307247041 Movie Vector: [-0.5962372923461802, -0.08131727449072904] User Vector: [0.6004107746451782, 1.9484251603622447] Predicted: -0.516427918159733 Movie Vector: [0.5647355426879745, 0.28543089090293333] User Vector: [0.1454814238620918, 0.3524504706655311] Predicted: 0.18275878269699836 Movie Vector: [0.6770450953028436, 0.3748524420553455] User Vector: [0.13658931127306057, -0.09292717273093423] Predicted: 0.05764314563672946 Movie Vector: [-0.11161486023652843, -0.8670462527129863] User Vector: [-0.052765866200816386, 0.4243997632166335] Predicted: -0.3620847695679973 Movie Vector: [0.46479778551839157, -0.3390859133081592] User Vector: [-0.12024768962391345, 0.35123414679935444] Predicted: -0.174989411303369 Movie Vector: [-0.4581634636839112, 0.5136147660111275] User Vector: [-0.6096069156206535, 0.23936623581139072] Predicted: 0.40224164914365623 Movie Vector: [0.021395218813709677, -0.2223660812920976] User Vector: [-0.7119252456156904, 1.6147812781277064] Predicted: -0.37430438137005456 Movie Vector: [-0.03080152148094828, -0.8162483140313774] User Vector: [-0.533122425664939, 0.033956086908156824] Predicted: -0.011295616843792065 Movie Vector: [-0.5907279094853135, 0.7735523055824299] User Vector: [-0.09992795221469883, 0.024253123205275437] Predicted: 0.0777912896839529 Movie Vector: [0.5375340454564674, 0.9466134222703915] User Vector: [0.8664981423915621, -1.0059589258187072] Predicted: -0.4864819695724427 Movie Vector: [0.383852155387654, -0.3117311810212947] User Vector: [1.024287068720431, 0.598355713870778] Predicted: 0.20664866570826199 Movie Vector: [-0.011512564182071614, -0.8290388387609242] User Vector: [0.5584965208388699, -0.5252684128322542] Predicted: 0.4290381879706246 Movie Vector: [0.5663796234713636, -0.10272699227774836] User Vector: [-1.2217047081449586, 0.22581361548751494] Predicted: -0.7151458061267302 Movie Vector: [0.3140174094235628, 0.22723783200128952] User Vector: [0.3988874318252824, -0.3053849535369808] Predicted: 0.05586258322583515 Movie Vector: [0.7395792181234241, 0.4915009639958243] User Vector: [-0.2699975760884237, 1.5914195135896634] Predicted: 0.5824996288323894 Movie Vector: [-0.7332881617857941, 0.15832112820133187] User Vector: [-0.27600712528736543, -0.890425782563028] Predicted: 0.06141954306682115 Movie Vector: [-0.10485874554655492, -0.14613058024360942] User Vector: [1.245619719160791, 0.7641278790300289] Predicted: -0.2422765715222293 Movie Vector: [1.497058200240914, 0.7827707485600357] User Vector: [-0.2088892363441044, 0.13315075545119018] Predicted: -0.20849282769514144 Movie Vector: [0.7004314516793241, 0.1774736236848358] User Vector: [-1.065832557498597, 0.17610240306085212] Predicted: -0.715289113885012 Movie Vector: [-0.224692454002675, 0.11208992297989569] User Vector: [-0.2678130981305227, -0.08952106113543702] Predicted: 0.050141173385256685 Movie Vector: [0.6181619574397537, 0.19106661775530295] User Vector: [-0.7628641451112539, -0.3959991385594819] Predicted: -0.5472358092411508 Movie Vector: [-0.12351470622387875, -0.07490877749314918] User Vector: [0.8014152160321663, 0.8536517048924988] Predicted: -0.16293257058999897 Movie Vector: [-0.3189619591358217, 0.026464945549061758] User Vector: [1.4301117738423341, 0.09950230298748902] Predicted: -0.45351793013738595 Movie Vector: [0.10336641791868684, -0.9370830222863924] User Vector: [0.3598753181377783, 1.0222708875806894] Predicted: -0.9207536703962553 Movie Vector: [-1.1732176340052112, 2.5855509053779175] User Vector: [0.3926529455555331, -0.3881716187891939] Predicted: -1.4643048401722516 Movie Vector: [-0.29846635310228997, 1.5492946555851577] User Vector: [-1.8092429757955584, -0.2346708919778584] Predicted: 0.1764237940989371 Movie Vector: [0.8967409970724427, -0.37115992565902034] User Vector: [0.17190456565543222, 0.8079068668944045] Predicted: -0.1457087810487817 Movie Vector: [0.8883359698323697, 0.2432104385171051] User Vector: [-0.6121949781606421, -0.027893886142435265] Predicted: -0.5506189039314883 Movie Vector: [0.2708179521142011, 0.627607794793981] User Vector: [-0.060108332939762865, 0.21094421672778801] Predicted: 0.11611181905332547 Movie Vector: [0.2950104272329983, -0.07505417462186066] User Vector: [0.9945387376201136, 0.7863958997325506] Predicted: 0.23437700270463444 Movie Vector: [0.4125762212423021, 0.11055048356218494] User Vector: [0.08456918868174934, -0.11669767333469408] Predicted: 0.02199025208211108 Movie Vector: [0.06189535240392635, -0.5270228687237046] User Vector: [-0.4557544002096972, -1.1219906691786026] Predicted: 0.5631056619411169 Movie Vector: [-0.4093756609123252, 0.05506303567439542] User Vector: [-0.05834534415838224, 0.9204065521499594] Predicted: 0.07456554264197529 Movie Vector: [0.7635050167938165, -0.828252687002088] User Vector: [0.15039775196933974, -0.7782878596994607] Predicted: 0.7594484492002853 Movie Vector: [0.1300712054691506, -0.6953512339082303] User Vector: [0.15544571355324047, 0.025796288273031327] Predicted: 0.0022815304659775243 Movie Vector: [-0.5231458492845789, -0.7858127692267846] User Vector: [1.1962222046250397, -0.08938616557333853] Predicted: -0.5555578908718886 Movie Vector: [0.027313030023363317, 1.0463727220896453] User Vector: [0.43059267869616835, 0.3237476822642488] Predicted: 0.3505215343221245 Movie Vector: [0.6282029513607132, -0.7243689841898011] User Vector: [-0.5738227368098261, 0.24113232116295236] Predicted: -0.5351459113579512 Movie Vector: [-0.41485293764098885, -0.1915141836281073] User Vector: [-0.320553274673174, -1.1861573697797136] Predicted: 0.3601484279964299 Movie Vector: [0.40140743139479385, 0.029469550845934667] User Vector: [-0.07760350099552532, -0.8429615210134815] Predicted: -0.055992319406530364 Movie Vector: [1.006210838430346, 2.096826473555787] User Vector: [-0.010585419470596436, -0.07514515605415262] Predicted: -0.1682175163744739 Movie Vector: [1.4301328645889737, -0.5534779401256137] User Vector: [-0.13065932379908526, 0.9301331373402947] Predicted: -0.701668365927725 Movie Vector: [-1.1866661520574813, 0.24810821413417028] User Vector: [-0.47523897946285054, 0.3439317773828526] Predicted: 0.6492823101373558 Movie Vector: [0.07501143304671999, -1.5058599784041529] User Vector: [0.44121688696369327, -0.6414285091111988] Predicted: 0.9989978318535571 Movie Vector: [-0.4254212501031727, -0.3157234074756238] User Vector: [1.2208832846313848, 0.7296553177562979] Predicted: -0.7497589563826788 Movie Vector: [-0.8738212379753658, -0.36684305040049536] User Vector: [0.7638818729062408, 0.714448135042746] Predicted: -0.9295865370618983 Movie Vector: [-0.11874277863600033, 0.09549343560197873] User Vector: [0.22184864226174034, -0.4317321786972297] Predicted: -0.06757051322250894 Movie Vector: [1.6825943569150401, 0.2501745613935744] User Vector: [-1.3726925900101332, 0.811775932594061] Predicted: -2.106599117843562 Movie Vector: [-0.4860892754054591, -0.5946191027100642] User Vector: [-0.10725856136779838, 0.340187505164493] Predicted: -0.15014475269778108 Movie Vector: [-0.6038683744417762, 0.776741576537157] User Vector: [0.16697964264016366, -0.15486056131852244] Predicted: -0.22112036190796253 Movie Vector: [0.1060662515927883, -0.6577922827179858] User Vector: [0.41536308102602915, -0.6672118539854983] Predicted: 0.4829428135440829 Movie Vector: [-0.7854011382561328, -0.3236784078705195] User Vector: [-0.21141404206883443, 0.13525024066742075] Predicted: 0.12226724672085718 Movie Vector: [-0.08603928776974029, 0.12140846165643894] User Vector: [1.298449048656882, -1.1687634943864] Predicted: -0.25361540924539183 Movie Vector: [-0.7703769941700362, 0.3642059517483674] User Vector: [-0.5033071189657254, 0.0438027196051764] Predicted: 0.4036894366361666 Movie Vector: [0.1590884261422908, -0.48618504612340663] User Vector: [0.9053905938660658, -0.05798634130051583] Predicted: 0.1722292566419053 Movie Vector: [-0.5535524301052157, 0.7765314737858953] User Vector: [0.2769254785944574, -0.8538646926237436] Predicted: -0.8163455798108679 Movie Vector: [0.29803881598941334, -0.5913633976810321] User Vector: [0.6079537654531919, -0.5106955377009527] Predicted: 0.4832004687873518 Movie Vector: [0.22161253083958127, 0.7928350127061696] User Vector: [-0.026264164185171357, 0.10588369057587006] Predicted: 0.07812782926763395 Movie Vector: [0.026375149236542633, -0.7094533062758442] User Vector: [-0.1432920652282944, -0.14295532677698142] Predicted: 0.09764077962686453 Movie Vector: [0.9609712538118649, -0.7268244388613413] User Vector: [-0.31342937778712576, 0.09283662830517497] Predicted: -0.3686725524272546 Movie Vector: [1.133959239757561, 1.3547466845755174] User Vector: [0.5687764162525802, 0.1353216851542488] Predicted: 0.8282958768796966 Movie Vector: [0.11474085068139284, -1.5636174710890631] User Vector: [0.23250125531688004, -0.2023532320538408] Predicted: 0.3430804407902754 Movie Vector: [0.0004218610924798527, 0.15891092226198655] User Vector: [0.6958084684601813, -0.7584808572051485] Predicted: -0.12023735801587093 Movie Vector: [-0.02055571871311445, -0.05658310109446582] User Vector: [-0.6550759493333539, 1.4402345044714997] Predicted: -0.06802737761602592 Movie Vector: [-1.3461179235720382, 0.22814980386120576] User Vector: [1.0725375955894598, 0.5591708519007003] Predicted: -1.316187360941782 Movie Vector: [0.4216090537153207, -0.6951653191186346] User Vector: [0.032056420230104514, -0.5542968466166379] Predicted: 0.3988432212634229 Movie Vector: [-0.650401668250942, 0.20763058283746705] User Vector: [-0.841266803618695, -0.8162720789888738] Predicted: 0.3776782850033261 Movie Vector: [-0.07762586671112437, -0.0006727720591205785] User Vector: [-1.2932500083308993, -0.4547472370623703] Predicted: 0.10069559400591271 Movie Vector: [0.019345142891336674, -1.0810065911192475] User Vector: [0.03601398540784673, 0.8380000006425911] Predicted: -0.9051868283587733 Movie Vector: [1.0504387849656243, -0.2495497533742659] User Vector: [0.7199020667887586, -0.19732213077760222] Predicted: 0.8054547414026605 Movie Vector: [0.8442925847131021, -0.7376214044212723] User Vector: [0.6849816061918997, 0.07360461658969793] Predicted: 0.524032550111909 Movie Vector: [-0.5796646057298206, 0.7542944737077755] User Vector: [0.12158382376731441, 0.714763341871476] Predicted: 0.46866419951535154 Movie Vector: [-0.28633347453538677, -0.0731777096491878] User Vector: [-0.7408365179780919, 0.024547481026605145] Predicted: 0.21032996581618071 Movie Vector: [-0.3021968302493929, 0.49142958273417026] User Vector: [-0.39340613430535276, -0.06557112798138501] Predicted: 0.08666249472444365 Movie Vector: [-0.9263842777813116, -0.09433396134411678] User Vector: [-0.10430113204397462, 0.3589075769445363] Predicted: 0.06276575539073415 Movie Vector: [0.5897257386262983, 0.3459733717686372] User Vector: [0.9310782242225455, -1.5125235599230848] Predicted: 0.025787917592410836 Movie Vector: [0.926479437367051, -0.9109485024112709] User Vector: [0.9249731680407043, 0.19526650132348372] Predicted: 0.6790908933542545 Movie Vector: [1.1676814491235719, 1.369243560753442] User Vector: [-0.25030773971961834, -0.3988625614874059] Predicted: -0.8384196981849041 Movie Vector: [-0.7041081089430941, -0.6863334284995141] User Vector: [0.8688129967693509, 0.30386302540182447] Predicted: -0.8202896281987192 Movie Vector: [0.08268612048482296, -0.5728092384100854] User Vector: [-0.032543755814664746, 0.10456796968937027] Predicted: -0.0625884159941771 Movie Vector: [-0.3097720231200636, 0.013226403998270013] User Vector: [0.975021798525292, -0.8148455435159951] Predicted: -0.31281195147007523 Movie Vector: [1.1493899354770771, 0.09822186394058109] User Vector: [0.8270664481936465, 0.4573707445432147] Predicted: 0.9955456585654766 Movie Vector: [0.46353803462675136, 0.05820299720366463] User Vector: [0.3943528609341246, 0.25834049151940575] Predicted: 0.19783374101233803 Movie Vector: [0.9034809293147161, -0.35421586930485777] User Vector: [-0.40582648076225003, -0.045373279871298446] Predicted: -0.35058455020677387 Movie Vector: [-1.1905136978625193, -0.630504613502462] User Vector: [-0.07768467110568794, 0.271416173396521] Predicted: -0.07864448444042454 Movie Vector: [0.4027643518781378, 0.1592938991126983] User Vector: [-0.039709738911176296, -0.06968879952294613] Predicted: -0.02709466785630323 Movie Vector: [1.2619449347406473, -0.09954543649918937] User Vector: [1.1841122496581833, 0.3777116325998578] Predicted: 1.4566849862825229 Movie Vector: [0.4858082134690298, 0.7646106854548931] User Vector: [0.6958866860126721, -0.7290170748726218] Predicted: -0.21934677761797655 Movie Vector: [-0.8891396447101021, -0.4590866552238844] User Vector: [-1.1754631001744755, -0.9256948573130458] Predicted: 1.4701249990607654 Movie Vector: [1.5933894037787621, 0.7448856141493576] User Vector: [0.19992919075028143, 0.4437743643759062] Predicted: 0.649126193999449 Movie Vector: [-0.023696986838677908, -0.2139581626190194] User Vector: [0.009424526669530336, 0.09882654819376396] Predicted: -0.021368079553966336 Movie Vector: [0.39556818237573543, 0.14666494642913097] User Vector: [1.0046263462099765, 0.13208444269128172] Predicted: 0.41677037544849516 Movie Vector: [2.2664520964238393, 0.8632293170559147] User Vector: [0.3827641487543874, 0.8147689251185093] Predicted: 1.5708490301687 Movie Vector: [0.1530015781463029, -1.5969169982365778] User Vector: [0.45061309651091486, 0.07160970991197818] Predicted: -0.04541024809766604 Movie Vector: [-0.8907663557985543, 0.059114365481055385] User Vector: [-1.3240869149087149, 1.4144113251256918] Predicted: 1.2630641039678105 Movie Vector: [0.5310108160158056, 0.10240440471200642] User Vector: [0.20723479122708383, 0.9506909896910269] Predicted: 0.20739886046073674 Movie Vector: [0.5311529433172344, -0.15501217203059764] User Vector: [1.2771240399365753, -0.2631820179023483] Predicted: 0.7191446090279479 Movie Vector: [0.7766119591530575, 0.605510283802173] User Vector: [-0.34317090963738883, 0.6543974328108941] Predicted: 0.1297337428029085 Movie Vector: [0.08721491978485929, 1.6567661974895718] User Vector: [1.0651269218451387, -0.17607106984046939] Predicted: -0.1988136378180974 Movie Vector: [0.7513684876173086, -0.5965700122876191] User Vector: [0.528699180801938, -0.07352173157268313] Predicted: 0.4411087641913848 Movie Vector: [0.9597967975762718, -0.5050385206220702] User Vector: [0.03327891891212091, -0.0408216769947007] Predicted: 0.05255751915736971 Movie Vector: [-0.5241844778483642, -0.259781631847253] User Vector: [0.8747984123741881, 0.17586558251382295] Predicted: -0.5042423970241504 Movie Vector: [0.871271369668924, -1.2658985336718107] User Vector: [0.8550377819229975, -0.07496600625416804] Predicted: 0.8398692967671119 Movie Vector: [-1.067918749362901, -0.1512328775666181] User Vector: [-0.022402089767241597, -0.8389088785666124] Predicted: 0.15079421540916146 Movie Vector: [0.160361322774564, -1.3828448732219256] User Vector: [0.504216344802084, 0.05841837200298812] Predicted: 7.32537907144476e-05 Movie Vector: [0.688983828627123, 0.36673004416437166] User Vector: [-0.26280702196496325, -0.6513996681481184] Predicted: -0.4199576172521293 Movie Vector: [1.1513063187887909, 0.02176575448718597] User Vector: [1.0388789538102092, 1.8323586834572014] Predicted: 1.2359505732149751 Movie Vector: [0.12953281283367135, -0.5444106506534979] User Vector: [1.1603733821726745, 0.929689220156105] Predicted: -0.3558262851205809 Movie Vector: [-0.16228761272071887, 1.269749304033648] User Vector: [0.41428604689821613, 0.14083344491317118] Predicted: 0.11158967512854495 Movie Vector: [0.4315206022957086, 0.08440898656830993] User Vector: [0.05133321921040916, 0.04464915391163819] Predicted: 0.025920131504267273 Movie Vector: [0.13470331641536717, 0.15041619867830736] User Vector: [0.6729250062571224, -0.7107030290336578] Predicted: -0.016256017974735415 Movie Vector: [-0.9075926438633389, -1.439702493046234] User Vector: [-0.5665052938302324, -1.6456572793927597] Predicted: 2.883412925231397 Movie Vector: [0.34635446522347074, 0.6784015432601082] User Vector: [-0.1039325455391868, 1.0796899389448795] Predicted: 0.6964658195930792 Movie Vector: [0.44301070124738945, 0.09440296716108605] User Vector: [-0.05383992749009679, 0.30278740850695524] Predicted: 0.00473236574957606 Movie Vector: [1.017217140454251, 0.8922367011506198] User Vector: [0.4357547724401263, 0.57582974080896] Predicted: 0.957033651924641 Movie Vector: [0.3225138376120056, 1.2311693028475041] User Vector: [0.004946747000474677, -0.001589643068346254] Predicted: -0.00036172538941345897 Movie Vector: [1.2233182359617665, 1.2419373233736306] User Vector: [0.48349631851819164, 0.617705519230764] Predicted: 1.3586214026502563 Movie Vector: [0.1889859926386672, 0.03412905526126475] User Vector: [-0.06368269964039121, -0.3614694663074612] Predicted: -0.024371749596316647 Movie Vector: [-0.35836112457712016, -0.201393940362935] User Vector: [-0.5637039048045565, -0.7032595203300931] Predicted: 0.3436417711512998 Movie Vector: [0.30502178858868295, -0.0032368702365168367] User Vector: [0.5656169940040487, -0.5051843484415757] Predicted: 0.17416072334869398 Movie Vector: [0.3382668314932696, -0.050034122533773734] User Vector: [-0.1993681050895883, -0.284755681858754] Predicted: -0.053192116531163035 Movie Vector: [0.03528521832981049, -0.06003286078936154] User Vector: [0.36849277429488614, 0.5225753079205724] Predicted: -0.018369342718400825 Movie Vector: [0.24053633334710411, 1.6314213632151806] User Vector: [0.20545730917365473, -0.4185502005705773] Predicted: -0.6334117909808452 Movie Vector: [-0.16447069088876065, -0.15976749784928862] User Vector: [0.6833821037710823, 0.06742255513613156] Predicted: -0.12316825968095008 Movie Vector: [0.4086289624272719, 1.3699706366680917] User Vector: [0.014267290869041577, 0.26791229101730685] Predicted: 0.37286200016065146 Movie Vector: [0.12943218315228497, 0.018280469918141612] User Vector: [-0.6938095170385811, -0.6128424631368361] Predicted: -0.10100432869406875 Movie Vector: [0.38481582923231356, -0.7634346391782445] User Vector: [1.1812394721927246, -0.1557616060250301] Predicted: 0.5734734525073264 Movie Vector: [-0.5603437067965006, 0.8678775957188911] User Vector: [-0.31786191483287174, -0.06455374287678986] Predicted: 0.12208717644432103
avg loss: 14.56056776742379: 28%|████████████▉ | 19660/70000 [00:31<01:18, 644.70it/s]
Movie Vector: [1.2766198166608493, 1.2800180631286286] User Vector: [-0.03714974967683719, 0.2641496475374954] Predicted: 0.2906902135956145 Movie Vector: [-0.17725751869440132, 0.6019257212914246] User Vector: [0.8728693942689362, -0.8101208435640657] Predicted: -0.6423552360679143 Movie Vector: [-0.4742102530224674, 0.3146792060909913] User Vector: [0.49098407662208704, -0.6099886998484163] Predicted: -0.4247804429977381 Movie Vector: [-0.07988669008935456, -1.4041555501486689] User Vector: [1.1361654611794465, -0.7260896362866649] Predicted: 0.9287782946098778 Movie Vector: [1.740296500034591, 0.36770517830232735] User Vector: [1.1299541069502972, 0.6621728640484328] Predicted: 2.2099395685672056 Movie Vector: [0.31513730916415833, 0.7702560893228703] User Vector: [0.77404878417232, 0.40501096527928404] Predicted: 0.5558938132547554 Movie Vector: [1.1199815076251713, -0.4209110313530345] User Vector: [1.675199668150291, -0.6551210085886622] Predicted: 2.1519403092942437 Movie Vector: [0.5402665771723419, 0.15895467412432834] User Vector: [1.3474363773354168, 0.570029620280197] Predicted: 0.8185837120733591 Movie Vector: [-0.5573183648531363, 0.5287018080350143] User Vector: [0.2525152386507872, 0.3279683253133518] Predicted: 0.03266606666602864 Movie Vector: [1.0047016774180249, 2.0861130445701215] User Vector: [1.8427830314625224, 0.4302526706867013] Predicted: 2.7490029116085295 Movie Vector: [0.33873482405851585, -0.7745501850957413] User Vector: [0.0555597978830361, -0.6788387982579189] Predicted: 0.5446147552014786 Movie Vector: [0.22934949942995542, 0.5653881800710482] User Vector: [-0.3659376731332056, 1.0490027079144713] Predicted: 0.5091661097617008 Movie Vector: [-0.007515665941943986, -0.8616530745841048] User Vector: [-0.6279802904515035, 0.10274361662324485] Predicted: -0.08380966307615101 Movie Vector: [0.5082965616192872, 0.3306779949636053] User Vector: [0.28684022500951717, -1.5252230773128228] Predicted: -0.3585578089715839 Movie Vector: [-0.9401703363369099, -0.04689515818981156] User Vector: [0.7485240818899012, -0.8366222134130168] Predicted: -0.6645066067835914 Movie Vector: [0.8397997675946003, -0.3448336982234834] User Vector: [0.2513831680662517, -0.45966428114548463] Predicted: 0.36961926012786905 Movie Vector: [0.472495334172747, 0.13490465823854986] User Vector: [-0.7791996398188596, 0.20743441506850427] Predicted: -0.3401843253317661 Movie Vector: [0.49226970887412447, -0.6774483537399458] User Vector: [-0.2778097082411028, 0.7053583781590409] Predicted: -0.6146011762787735 Movie Vector: [0.35537516512752687, 0.16608377141712802] User Vector: [1.6422861551681445, -0.1778703070375013] Predicted: 0.5540863421636198 Movie Vector: [-0.2843461202475734, 0.09214967532158344] User Vector: [-0.5400684244964707, -0.15011468501811415] Predicted: 0.13973334168836998 Movie Vector: [-1.2374419367261285, -0.27456863359413797] User Vector: [-0.7358646356281348, -0.6195371439587675] Predicted: 1.0806952269575194 Movie Vector: [0.7922046407095834, -0.9767693275708593] User Vector: [-0.008769693642832005, 0.25021869077448067] Predicted: -0.2513533343349031 Movie Vector: [1.4024886081650887, -0.35668495046858495] User Vector: [0.007269011694551207, 0.07936457918124935] Predicted: -0.01811344489999714 Movie Vector: [-0.32975353357238396, -1.1961639170423606] User Vector: [1.5705391712878372, -0.680098139509216] Predicted: 0.29561801318255776 Movie Vector: [-0.7946269145571262, -0.03956364336385226] User Vector: [1.0684098695428192, 0.1557334808330472] Predicted: -0.8551486220126822 Movie Vector: [-0.7743913084079082, -0.2658573904123429] User Vector: [-1.2708850153889024, 0.4715821639852228] Predicted: 0.8587887064208998 Movie Vector: [-0.849273449645407, -0.929618406630754] User Vector: [-0.818095012455892, 0.4788836942235421] Predicted: 0.24960727658057918 Movie Vector: [0.0708600456016919, -0.5242881023863187] User Vector: [-0.1704719412033212, -0.35058183688375544] Predicted: 0.17172623646341778 Movie Vector: [-1.0544073561818126, -1.1993516710243046] User Vector: [-1.0116541955521325, 0.22299865060709695] Predicted: 0.7992418214605758 Movie Vector: [-1.371648802031377, 1.1980788675785543] User Vector: [-1.0804031762519013, -0.31639141474176746] Predicted: 1.1028718545314218 Movie Vector: [-0.5059944804275223, 0.6298925502405918] User Vector: [0.203772338239939, -0.13053414997914714] Predicted: -0.18533016703707217 Movie Vector: [-1.0814599667323603, -0.7879435892915512] User Vector: [0.5421365561121457, 0.3860300227662887] Predicted: -0.8904688636502063 Movie Vector: [0.9288109791027473, -0.22043932900310192] User Vector: [0.7945279123750395, 0.45506588655790503] Predicted: 0.637651829532496 Movie Vector: [-0.06512289407388178, 0.7409851895232576] User Vector: [-1.4074881858805064, 0.13418435463181377] Predicted: 0.19108832348724678 Movie Vector: [-0.04110377112128616, -0.7344162888758718] User Vector: [0.29443953230529485, -0.45908177084054147] Predicted: 0.32505455528633853 Movie Vector: [-0.43006675016152907, -0.3860382099326541] User Vector: [0.628902415797959, 0.7653247191651661] Predicted: -0.5659146027346948 Movie Vector: [-0.6293231067936848, 0.19858783740489128] User Vector: [-0.4916423608844435, 0.08411432547033529] Predicted: 0.32610597997310503 Movie Vector: [0.049861220939780196, 0.052516973195514516] User Vector: [0.5822309006511113, -1.118095165647377] Predicted: -0.02968823026900539 Movie Vector: [-0.3890072895355705, 0.11767386246911041] User Vector: [1.4143682908141588, -0.10684026763326264] Predicted: -0.562771882174313 Movie Vector: [-0.7026629798432966, -0.15976164511657634] User Vector: [1.0885922076446493, -0.1943542668661238] Predicted: -0.7338630870478239 Movie Vector: [0.575002763369467, -0.4749565443175106] User Vector: [0.28949176676583016, -0.5474853286308826] Predicted: 0.4264903056141222 Movie Vector: [0.23375257674223046, -1.6027278323340006] User Vector: [0.6007383147555696, 0.9034315906071438] Predicted: -1.3075308258539464 Movie Vector: [0.1898721107998377, -0.13370618417605537] User Vector: [0.35078785909759846, -0.5004812574674514] Predicted: 0.13352227043742393 Movie Vector: [-0.20367681373131358, -1.308826366617458] User Vector: [-1.415196326830177, 0.422038440740655] Predicted: -0.2641323603144597 Movie Vector: [0.9235037691100071, -0.6097604810585299] User Vector: [1.3350894168195275, 0.7275044992687761] Predicted: 0.7893566150853412 Movie Vector: [0.9817685393828435, -0.4844028918348519] User Vector: [1.5100739434551338, 0.6119677221509596] Predicted: 1.1861041555065253 Movie Vector: [0.32445529708610077, 0.2767312571085482] User Vector: [-0.4775884391985405, 0.2507381158728932] Predicted: -0.08556902491451508 Movie Vector: [0.0033559589703423265, 0.8739493502710128] User Vector: [-0.048615423321172774, -0.1623546460030076] Predicted: -0.14205288875380048 Movie Vector: [-0.4569999249762038, -0.14437566937779617] User Vector: [0.7449626831666161, 0.11152003427464333] Predicted: -0.3565486699146514 Movie Vector: [0.04698000759367708, -0.29053611395467394] User Vector: [-0.36665251959167966, -0.22733511661019704] Predicted: 0.04882372319070134 Movie Vector: [0.8598311803954803, -0.6116530032844871] User Vector: [-0.5257522069565546, -0.02100404726187842] Predicted: -0.4392109521141259 Movie Vector: [0.5836539419151312, -0.4529593987960553] User Vector: [-1.2929769019524628, -0.8873130582406311] Predicted: -0.35273427622520354 Movie Vector: [1.2612096876189376, 0.16005859229954117] User Vector: [1.0445291498354865, 0.7736777420625911] Predicted: 1.4412040530609143 Movie Vector: [0.834675643555304, 0.9211619747181193] User Vector: [0.33269004026235705, 0.5701662383258502] Predicted: 0.8029037314742649 Movie Vector: [-1.177640717541244, 0.7769254443067748] User Vector: [0.8852779925789169, -0.7943603622906519] Predicted: -1.6596981878164632 Movie Vector: [-0.967126214663332, 0.28662047511736655] User Vector: [-0.2697719447182432, 0.44807972333756185] Predicted: 0.38933234291119034 Movie Vector: [-0.9651451390870256, -0.9451411403051809] User Vector: [0.6243004205029752, 0.9840703286053243] Predicted: -1.5326258686969627 Movie Vector: [0.30989675514378556, -0.3299388882721934] User Vector: [-0.4804941961140476, 0.7523659709363459] Predicted: -0.39713838426573245 Movie Vector: [0.15424607722420147, 0.10167974164433705] User Vector: [0.031173588974716088, 1.1146224094625432] Predicted: 0.11814292243748943 Movie Vector: [-0.26315694371862874, 0.017944982981014546] User Vector: [0.3325619705116883, -0.1216112550436083] Predicted: -0.08969830365895799 Movie Vector: [-1.2915518417988956, -0.9079556555210632] User Vector: [1.2202350546632104, 0.58876723796764] Predicted: -2.11057137577608 Movie Vector: [-1.011226460443512, -0.1779759281617695] User Vector: [-0.3513318369782594, -0.21288287892934327] Predicted: 0.39316407791584174 Movie Vector: [-0.8700253035420509, 0.8517308378290356] User Vector: [-0.06901216382710794, -0.6029784161926389] Predicted: -0.45353298283480786 Movie Vector: [0.49267055327396503, 0.19650282622520976] User Vector: [0.6828425053896975, -0.19590813259807505] Predicted: 0.2979198931932978 Movie Vector: [1.0679241596413818, -0.06185714268086432] User Vector: [-0.2337697673185233, -0.14798190857719928] Predicted: -0.24049464428014894 Movie Vector: [-1.740919411111055, 0.5327639516281002] User Vector: [0.9705751177869094, -0.5594710995915767] Predicted: -1.9877590963367562 Movie Vector: [-0.688944138636052, -0.7387171771983599] User Vector: [-0.0031918654404790303, -0.6795717359846424] Predicted: 0.5042103314968972 Movie Vector: [0.41179771299090223, 0.46300850967641194] User Vector: [0.07821849388498127, 0.06699809690690031] Predicted: 0.0632308858954479 Movie Vector: [-0.23188462988632733, -0.20711460833545745] User Vector: [0.623864751586405, 0.06602083330676621] Predicted: -0.15833852605305046 Movie Vector: [-1.1564702349256928, 0.1705436702526947] User Vector: [0.18377630096346204, -0.1800453301593108] Predicted: -0.2432374133662168 Movie Vector: [-0.9920099459432241, 0.6103588649780207] User Vector: [-0.13984730813740154, -0.23561430229720703] Predicted: -0.005079357537022433 Movie Vector: [0.15544062628415198, -0.15023389862433142] User Vector: [-0.5437238585655709, -0.3574701518992186] Predicted: -0.03081264253941645 Movie Vector: [-0.5010132656353155, 1.5207379272123736] User Vector: [-0.7044441380497896, -0.5466417537512482] Predicted: -0.47836298946543 Movie Vector: [-0.8253889299022061, 0.03784233581495822] User Vector: [0.3110672438992539, 1.1800820624061277] Predicted: -0.21209439787485257 Movie Vector: [-0.036728794120065994, -0.8106964271011893] User Vector: [0.018471604648070294, -0.012627748737219762] Predicted: 0.009558831019409388 Movie Vector: [0.18305501858620402, -0.7107175772873062] User Vector: [-0.5253908462560746, 0.001191336280374787] Predicted: -0.09702213476134963 Movie Vector: [1.1161686922501712, 0.5869696177478823] User Vector: [0.3028661753043291, -0.1285194494950674] Predicted: 0.26261273067295615 Movie Vector: [0.44131757357537205, 0.09696224062882966] User Vector: [0.3391977818204672, 0.7386644235603939] Predicted: 0.2213164996163757 Movie Vector: [0.15243903843174275, 0.7234353036739144] User Vector: [-0.15429086508630552, 0.28265423370492715] Predicted: 0.18096210028248338 Movie Vector: [0.8609290510257707, -0.8241136616389534] User Vector: [0.8590432116733508, 0.5896172684000168] Predicted: 0.25366361098937273 Movie Vector: [-0.43542098445252375, -2.18919362208146] User Vector: [-1.6648393635811771, 0.8945451775999875] Predicted: -1.2334266028197902 Movie Vector: [-1.1058359934458337, -0.21036099554627063] User Vector: [1.2149657629870025, 0.3752778287409897] Predicted: -1.4224966891758046 Movie Vector: [-0.6156687546049419, -0.24736091618706826] User Vector: [0.2960934592047169, -0.9363390294338938] Predicted: 0.04931818890724102 Movie Vector: [-0.415515124576416, -0.29027236293311237] User Vector: [-0.3018838141083719, -0.40320087035372465] Predicted: 0.2424753600011069 Movie Vector: [1.113143285986405, 0.7909528521003677] User Vector: [0.7958655849883198, -0.07503149138823496] Predicted: 0.8265660603665222 Movie Vector: [0.9017473644109324, 0.5953773771340712] User Vector: [0.06308860303915687, 0.13555918895762376] Predicted: 0.13759885588293924 Movie Vector: [0.5570534011517877, 0.22187493806424566] User Vector: [0.982059995141855, 1.2993325380516325] Predicted: 0.8353491868339435 Movie Vector: [0.4325920267831887, -0.4876892000944718] User Vector: [0.7566149464006947, -0.5281398240480785] Predicted: 0.5848736814859727 Movie Vector: [0.6367120131900607, 0.2371678925345663] User Vector: [-0.7081796719140304, 0.22771170418732323] Predicted: -0.39690059961709695 Movie Vector: [0.36677745634603315, -0.3668113718592996] User Vector: [0.6151663255283263, -0.48509461179940105] Predicted: 0.403567360142708 Movie Vector: [-0.7806749242748485, 0.48139209409873507] User Vector: [0.14667023679702523, 0.3159134172295488] Predicted: 0.03757644546912814 Movie Vector: [0.10460438609801437, -0.014978687916155429] User Vector: [1.5452480020658794, -0.7718405500161757] Predicted: 0.1732008773450106 Movie Vector: [-0.29880793780142373, 0.37412399235455696] User Vector: [-0.47025856622183143, 0.010965754986018261] Predicted: 0.14461954444075076 Movie Vector: [0.6011435792064979, -0.6275587218162256] User Vector: [-0.017949539289936818, 0.4203017874778446] Predicted: -0.27455430282053134 Movie Vector: [1.25712392473784, 0.11652381461341924] User Vector: [-0.7871237084714866, -1.1314425784337023] Predicted: -1.1213520509030164 Movie Vector: [0.13084904863782418, 0.07388570531635773] User Vector: [-0.02998606674297366, -0.1597856282783898] Predicted: -0.015729522150474587 Movie Vector: [-0.25623903501031475, -2.068411480289779] User Vector: [0.13869166386605153, -0.2629661367207992] Predicted: 0.5083839580077407 Movie Vector: [1.1764751130640392, -0.4719136907281523] User Vector: [-0.14304561540718003, 0.34848399719648376] Predicted: -0.33274397583616894 Movie Vector: [0.9511461795362209, -0.07551607261519609] User Vector: [-0.9320421557616416, -0.6576483264037613] Predicted: -0.8368453168474201 Movie Vector: [-0.7611224528842228, 0.523506214776427] User Vector: [-1.48568222900578, -0.2316604382898394] Predicted: 1.009510423184817 Movie Vector: [-0.30084858758211275, -0.2287898809345013] User Vector: [0.14929865737051007, 0.6314524626038062] Predicted: -0.18938622393274618 Movie Vector: [0.4853942995608214, -0.10833560991101962] User Vector: [-0.05900982257774691, 1.0898257682464378] Predicted: -0.14670997079705717 Movie Vector: [0.7725614286793134, 0.1061276456004186] User Vector: [0.09258196559673433, 0.5883204497125065] Predicted: 0.1339623197979199 Movie Vector: [-0.9615502440852466, -1.5964454547640052] User Vector: [0.10037903380946836, -0.666949815174537] Predicted: 0.9682295165305475 Movie Vector: [-0.3952832997645048, -0.38853678873320047] User Vector: [0.5550210609773713, 0.8421170836311539] Predicted: -0.5465840238333483 Movie Vector: [0.19230739623436321, -0.36924234862439786] User Vector: [0.645464607726673, 0.030589345310176153] Predicted: 0.11283273636813898 Movie Vector: [0.15032080348071586, 1.1319207604695385] User Vector: [-0.3484649493913682, 0.0787690142996266] Predicted: 0.03677875139009183 Movie Vector: [0.29402084007018314, -0.2504640122663624] User Vector: [0.7997865024472748, -1.5364946761173939] Predicted: 0.6199905207326087
avg loss: 14.555919601530194: 28%|████████████▋ | 19787/70000 [00:32<01:25, 589.64it/s]
Movie Vector: [-0.5299975244829059, 0.5075986144571705] User Vector: [-0.10283707920388557, 0.5358436895524918] Predicted: 0.32649691178557494 Movie Vector: [0.5979524792438475, 0.08050178672796691] User Vector: [-0.06406083617220537, -0.4247620004887853] Predicted: -0.07249943578509692 Movie Vector: [0.15161394027852756, 0.5892445185919295] User Vector: [0.412619114730781, 0.19708336556183248] Predicted: 0.1786891026815308 Movie Vector: [0.47700581192975516, -0.6519567022621934] User Vector: [1.1066955488094787, -0.0633883723780328] Predicted: 0.5692266830362616 Movie Vector: [0.8380842458752363, 0.20983909401484394] User Vector: [-1.2366753633398446, -0.9573003911821781] Predicted: -1.2373171860628815 Movie Vector: [0.3759252280645764, 0.6155002528381823] User Vector: [0.2436083655695343, -0.7700811070806585] Predicted: -0.38240658572888675 Movie Vector: [-0.4346586424212953, 1.3684189541717457] User Vector: [-0.7554815550136031, 0.7791434344195904] Predicted: 1.39457123075478 Movie Vector: [-0.9226394280568092, 0.2868793175541863] User Vector: [0.20181817400466598, -0.38931061685821916] Predicted: -0.2978905687160198 Movie Vector: [1.7477763841900111, 0.38654562040986484] User Vector: [0.9430470504288337, 0.12853552908685784] Predicted: 1.6979202097551518 Movie Vector: [-0.3075048648875902, -0.216221326052006] User Vector: [0.447275351807787, 0.5232970228229977] Predicted: -0.25068732281905837 Movie Vector: [-0.7816206906302998, -0.6558557924682891] User Vector: [-0.43263010626386167, -0.22868037123007] Predicted: 0.48813398854045964 Movie Vector: [-0.34358433119789084, -1.6068217959213755] User Vector: [1.11052877578427, 0.7275845197477865] Predicted: -1.5506589514095805 Movie Vector: [0.4184204498944546, 0.6822737492773283] User Vector: [0.7931470080096971, -0.9533787419613428] Predicted: -0.3185963608354099 Movie Vector: [0.8593048914234761, -0.6118432540516041] User Vector: [0.6502263935960199, -0.6199632919831317] Predicted: 0.9380630785092103 Movie Vector: [-0.35100709265244046, -0.01551721881232359] User Vector: [1.11251881376251, -0.21511629123008683] Predicted: -0.3871639877788077 Movie Vector: [-0.7767694104392772, 0.11894079149993064] User Vector: [0.8005255581060571, 0.8463018207670772] Predicted: -0.5211639574017466 Movie Vector: [0.24465853317054773, 2.078995378981093] User Vector: [0.09030877535567702, -0.40264936149594444] Predicted: -0.8150113493888077 Movie Vector: [0.5890952695090715, 0.02177314141995352] User Vector: [-1.0511951633629668, 0.7890113740782819] Predicted: -0.6020748418381812 Movie Vector: [-0.8807504138217681, 0.7580225746573908] User Vector: [-0.7432702333453003, -0.22923963789831514] Predicted: 0.48086674506706656 Movie Vector: [-0.12109521363389314, -0.41009718917720595] User Vector: [2.095732238130388, -1.0537925771277934] Predicted: 0.17837423076007575 Movie Vector: [-0.12647145778135777, -0.17365433235925448] User Vector: [0.7102344619983958, -0.0663100177905668] Predicted: -0.0783093659073443 Movie Vector: [-0.08811864273297496, 0.03589683505783675] User Vector: [0.2180817854521014, 0.7833534651088465] Predicted: 0.008902839190174122 Movie Vector: [0.01478684118099318, -0.3104968038433711] User Vector: [-1.4487084388955307, -0.1393557762780191] Predicted: 0.021847701527924028 Movie Vector: [0.37270350505082406, 0.6576364298836729] User Vector: [0.4919353163648898, 0.7801080570894832] Predicted: 0.6963734942552966 Movie Vector: [-1.1232676923932823, -0.6445440458040201] User Vector: [0.40940836793874685, -1.4454850054652946] Predicted: 0.47180356087059105 Movie Vector: [-0.6528079960834323, -0.8289512187184042] User Vector: [-0.04783887998786331, 0.03987057415034301] Predicted: -0.001821157653176475 Movie Vector: [0.6754160346706869, -0.21134320993653954] User Vector: [-0.013706495006816383, -0.025927413983350273] Predicted: -0.003778003610142723 Movie Vector: [-1.1292022965846895, 0.38833363675138644] User Vector: [0.41313210618521184, -0.6981416878944685] Predicted: -0.7376216237250213 Movie Vector: [0.003873555844762233, -0.1858238068566483] User Vector: [0.4085952690688708, -0.5691993348782843] Predicted: 0.1073535038599989 Movie Vector: [0.8320086326502962, -0.8412078468059248] User Vector: [0.5333480840125381, -0.11220446713340063] Predicted: 0.5381374883052212 Movie Vector: [0.15311341985661503, -0.7333657503563107] User Vector: [0.9451281223915864, 0.32394714765632765] Predicted: -0.0928599439947321 Movie Vector: [1.476298333129724, 0.7960035605387622] User Vector: [-0.48121399345360566, -0.9674165853515801] Predicted: -1.480482462878365 Movie Vector: [-0.9680453110285314, 0.42635693808001807] User Vector: [-0.11623540573204147, -0.1595710791571653] Predicted: 0.04448690277882843 Movie Vector: [0.7938052358534251, 0.2662135753721398] User Vector: [0.36029731500326034, -1.3028303424205654] Predicted: -0.060825228445569035 Movie Vector: [-0.9255153614091145, 0.28528588330267124] User Vector: [-0.3506885789489135, -0.08821520065978125] Predicted: 0.2994011154470044 Movie Vector: [1.570600426059704, 0.15200354753156614] User Vector: [0.10847340989199886, -0.011900276816023278] Predicted: 0.1685594994998791 Movie Vector: [0.5403460136448823, -0.5919369886177865] User Vector: [-0.5561527274413753, -0.33232786619954113] Predicted: -0.10379775289874485 Movie Vector: [-0.8994781107805679, 0.5864654582472613] User Vector: [1.1241054815648306, 0.16857917782075213] Predicted: -0.9122424101044203 Movie Vector: [-0.1489477666758663, 0.36181119362141523] User Vector: [0.04418759793605686, 0.36822319868871095] Predicted: 0.12664563100931125 Movie Vector: [0.10314488248216094, -0.6541484710092972] User Vector: [0.6730537651793942, -0.967275926786526] Predicted: 0.7021641200651114 Movie Vector: [0.5604619773985635, 0.48739246775614425] User Vector: [0.9548274857424175, 0.03792015675949929] Predicted: 0.5536264995144062 Movie Vector: [1.4284866623391792, 0.28395984687056114] User Vector: [0.17481307186535122, 0.06612149577591162] Predicted: 0.26849399137757496 Movie Vector: [-0.6915182699212188, -0.5512101206188298] User Vector: [0.4962809489981556, -0.20871466085042914] Predicted: -0.22814170986378202 Movie Vector: [0.31411021304828024, 0.9600290957711843] User Vector: [-0.9692416086792301, -0.8814970646582992] Predicted: -1.150711518106351 Movie Vector: [-0.17374945967650984, 1.0789593158785187] User Vector: [0.5305709516507463, 0.8482807490855337] Predicted: 0.823074000536876 Movie Vector: [0.3288859895399464, -0.8905647446768109] User Vector: [1.0590174774965821, -0.21748146264390822] Predicted: 0.5419773342779728 Movie Vector: [0.5148214569346916, -0.5450877975955966] User Vector: [0.9068796035190215, 0.1519173311586633] Predicted: 0.3840727952901415 Movie Vector: [2.2978037556948454, -0.4593146440604991] User Vector: [-0.2440976423782213, 0.9664016972303289] Predicted: -1.0047709309957449 Movie Vector: [-0.05617814353526212, -1.2137109432432434] User Vector: [-0.8984257924792731, -0.6556068724748279] Predicted: 0.8461891287138583 Movie Vector: [0.07527211663081104, -0.5489869317685807] User Vector: [-0.09381309089401088, -0.11713427749003186] Predicted: 0.05724367768491126 Movie Vector: [0.43458056358472696, -0.5309757116701599] User Vector: [-0.1349529508832045, 0.37442685296219586] Predicted: -0.25745949417226527 Movie Vector: [-1.829726274514988, -0.34686781051416354] User Vector: [0.6055536400277243, 0.10617412261906008] Predicted: -1.1448257912330537 Movie Vector: [-1.7286604713988754, 2.5175706092132497] User Vector: [-0.09080579001708608, 0.32048732569538535] Predicted: 0.9638218515727398 Movie Vector: [-0.561041392287659, 0.791754635684539] User Vector: [-0.05244382389108347, 1.1805404598239053] Predicted: 0.9641215376514766 Movie Vector: [-0.377744264429783, 0.5806935618887121] User Vector: [-1.039031111105556, -1.65482885945064] Predicted: -0.5684604219263988 Movie Vector: [1.1058919359552088, -0.05987502063720004] User Vector: [-0.3982344655402413, 1.346908229934924] Predicted: -0.5210504421241535 Movie Vector: [-0.054377734047613376, -0.5419195021047327] User Vector: [0.029469256915375358, 0.8346283604315158] Predicted: -0.45390385694266155 Movie Vector: [0.7172048001190696, 1.105102608215606] User Vector: [-0.0006482665275114249, -0.6475501501647957] Predicted: -0.7160742997628107 Movie Vector: [0.5844450802495769, 0.1750430842534093] User Vector: [0.9098820949839517, 0.23858878290713448] Predicted: 0.5735394304488808 Movie Vector: [0.06464995738961035, -0.8185873866550561] User Vector: [-0.415645296911191, 0.08689617172038333] Predicted: -0.09800356085341802 Movie Vector: [1.6145397771702998, 0.7918322029537214] User Vector: [0.6403735723226347, 0.8821748532752596] Predicted: 1.7324430622228602 Movie Vector: [1.8821653109757561, 0.45084278210608003] User Vector: [1.5457690234016712, -0.32023464056450335] Predicted: 2.765017358348656 Movie Vector: [-0.3317501708344961, -0.8001145651120425] User Vector: [0.8422461883132945, -0.030822440316910504] Predicted: -0.25475383342778185 Movie Vector: [0.5955010779347588, -0.5137228505635736] User Vector: [0.11907678310578025, -0.17050414794311844] Predicted: 0.1585022296107477 Movie Vector: [0.18958037363054336, 0.812398454190552] User Vector: [-0.3045749054767736, 1.289926429547587] Predicted: 0.9901928130052235 Movie Vector: [0.14654027251911997, 1.113402511400439] User Vector: [0.12495099071568326, -0.42483824077263765] Predicted: -0.45470561198418896 Movie Vector: [-0.3009159199711605, -0.9415931502676343] User Vector: [-0.4071080548583071, 0.7754416501532684] Predicted: -0.6076452513611916 Movie Vector: [-0.035885180836302516, 0.6908605564715599] User Vector: [0.022819520484949285, 0.2814841569018033] Predicted: 0.19364741865590757 Movie Vector: [-1.1051464080810547, -0.25542259216308594] User Vector: [-0.8964365095256124, -0.6589795831995353] Predicted: 1.159011861898324 Movie Vector: [0.125290056411078, 0.6086442356352268] User Vector: [0.7004019497468337, -0.28110538616270847] Predicted: -0.08333977309973715 Movie Vector: [0.7689154704361618, 0.033258376877930755] User Vector: [0.6537593330423315, 1.0392773936044946] Predicted: 0.5372503443554876 Movie Vector: [1.3359658850836749, 0.5138838808336758] User Vector: [0.13866229258241278, 0.18545660683363968] Predicted: 0.2805512532835105 Movie Vector: [0.30422998480620395, -0.2885757869069111] User Vector: [0.18885303893400035, 0.24769630641626597] Predicted: -0.014024399372512951 Movie Vector: [0.3938688601683657, -0.40986774861713315] User Vector: [1.0726835567632909, -1.20717060699819] Predicted: 0.9172769487108319 Movie Vector: [0.6479309410884241, -0.9199438405366882] User Vector: [0.7427480939441939, -0.17201464560272553] Predicted: 0.6394932852052235 Movie Vector: [0.6579262775458077, 0.07038026862789862] User Vector: [0.7164016278542136, -0.06282353230871092] Predicted: 0.46691791916183917 Movie Vector: [-0.31504493652794946, 0.40924755203763785] User Vector: [0.8115731341165076, -0.2697336581796682] Predicted: -0.3660698458377103 Movie Vector: [0.8758583142213616, -0.03048927456664724] User Vector: [-0.20736602143350416, 0.09146376444760893] Predicted: -0.184411917786682 Movie Vector: [1.2353630610803608, -0.32516247830323836] User Vector: [-0.7102800840834107, -1.259844384310213] Predicted: -0.46779965661897194 Movie Vector: [-0.4196820480096829, 0.21764783743083502] User Vector: [0.5700384776890062, 0.017944306449933174] Predicted: -0.2353293762678199 Movie Vector: [0.33526495568707637, 0.18072044453016106] User Vector: [0.11960482826602065, 0.17848502058462257] Predicted: 0.07235519971059573 Movie Vector: [0.2790355682373047, -0.07349967956542969] User Vector: [0.14162686042637257, -0.18995749644374507] Predicted: 0.053480746596404824 Movie Vector: [-0.3595053430767156, -0.98978564510597] User Vector: [-0.9636223707406224, -0.1983484671644205] Predicted: 0.5427498565176218 Movie Vector: [-0.4568089429401852, -1.0227276670279448] User Vector: [1.449094953287903, 0.5999391251343462] Predicted: -1.2755338756388404 Movie Vector: [-0.6158125426007667, 0.8566125752899222] User Vector: [0.13382412362175075, 1.1570840290672395] Predicted: 0.9087621561372976 Movie Vector: [0.7239178665882892, -0.9503794531906133] User Vector: [0.2642782906199321, 0.04147732349651606] Predicted: 0.151896580306752 Movie Vector: [0.33090395297442765, 0.8389072110496724] User Vector: [0.6289159575486695, 0.7615065036198064] Predicted: 0.8469440735894311 Movie Vector: [1.332181209192893, -0.21646577520674473] User Vector: [-0.20422191250285815, -0.4706117918503344] Predicted: -0.17018924799742496 Movie Vector: [0.7706345781726244, 1.0437254345584415] User Vector: [1.246506606439723, 0.7993104561922684] Predicted: 1.7948617460794467 Movie Vector: [-0.5970926918090741, -0.5909215029539095] User Vector: [0.7291626551107218, -0.866372138162459] Predicted: 0.07658023349364002 Movie Vector: [0.4268038624909358, -0.7849902622167962] User Vector: [0.21067995742666928, -0.1071440110731218] Predicted: 0.1740260249263776 Movie Vector: [0.8479100513625001, 0.45348621226488217] User Vector: [1.2608500777797336, -0.10307774208688306] Predicted: 1.0223431193828292 Movie Vector: [0.08434340843690416, 0.23595386066025525] User Vector: [-0.5956853488265765, 0.11694590554347095] Predicted: -0.022648294774568156 Movie Vector: [0.6675624847412109, -1.1609363555908203] User Vector: [-1.8968756542558227, -0.2625953024912789] Predicted: -0.9614265915306328 Movie Vector: [-0.546997279244635, 0.5961776696338785] User Vector: [0.6173097242319823, -0.7239295411811215] Predicted: -0.7692573664466342 Movie Vector: [0.5799991305230174, 1.7554878722488996] User Vector: [0.09300726832928427, -0.279840990831266] Predicted: -0.4373133307990971 Movie Vector: [0.9364066194442516, 0.9637426106132153] User Vector: [0.07944867038296362, -0.04227154645292763] Predicted: 0.03365737031944931 Movie Vector: [0.46895544379484055, 0.43702219335943115] User Vector: [0.8761517847207906, 1.0021702002802106] Predicted: 0.848846768081298 Movie Vector: [0.8825395374387346, 1.003191410602711] User Vector: [0.1079832188236873, -0.06400512226538277] Predicted: 0.03109007110059432 Movie Vector: [-0.16234856637705164, 0.3198413520159516] User Vector: [-0.37123431457804995, -0.21503860424751658] Predicted: -0.008508879156435042 Movie Vector: [-0.3697047807974352, 0.7700228214639993] User Vector: [-1.8221861038132543, 0.6111486860570075] Predicted: 1.1442693496540444 Movie Vector: [0.5673995588232675, -0.7454495316911427] User Vector: [0.3053198949838401, 0.1603094269674858] Predicted: 0.05373578645520952 Movie Vector: [1.14508510766479, -1.312424626521808] User Vector: [-0.05069334785153734, -0.7352846652008718] Predicted: 0.9069575044310005 Movie Vector: [1.259295611751821, -0.47539265413585874] User Vector: [-0.24919952052314215, 0.551167327467508] Predicted: -0.5758367613231974 Movie Vector: [0.8420709181962432, -0.22476616829026544] User Vector: [-1.2629662693716668, 1.4175778266847652] Predicted: -1.38213070245786 Movie Vector: [-0.3176888065529518, 0.20478116314643446] User Vector: [0.3716976114266468, 0.5171227260607906] Predicted: -0.012187177240530547 Movie Vector: [0.0771370310486457, -1.504504751444678] User Vector: [0.2190053897416808, -0.38751753315286985] Predicted: 0.599915395444938 Movie Vector: [-0.7287841343793237, -0.18814656363313872] User Vector: [0.7206339282710339, 1.166910248273146] Predicted: -0.7447367269002622 Movie Vector: [1.589302849774644, 0.1499517634163628] User Vector: [-0.2739953956335446, -0.1530763451346241] Predicted: -0.4584157309957921 Movie Vector: [0.88651136726885, -0.6207649786057392] User Vector: [-0.6644705710361063, -1.1139981537196537] Predicted: 0.10247032562148173 Movie Vector: [-0.1973158207807279, 0.06725186359092705] User Vector: [0.2420496363477473, -0.9580525392330548] Predicted: -0.11219104134707517 Movie Vector: [1.0233156845574851, -0.09009538476560289] User Vector: [-0.23987392807948754, -0.08565678816899824] Predicted: -0.2377494716322821 Movie Vector: [0.7283572990155708, -0.28419803190359816] User Vector: [1.0813750808442284, 1.4666531677894203] Predicted: 0.37080748933551566 Movie Vector: [-1.0398430242700316, -0.9390888482593507] User Vector: [1.374465411716014, -0.042313056777183514] Predicted: -1.3894925507181164 Movie Vector: [0.40426547147888425, -1.3462988150277835] User Vector: [0.5245299156421224, -0.6228079228970897] Predicted: 1.050534902238109 Movie Vector: [-0.20929759328134573, -1.248325532863501] User Vector: [-0.011646377977297742, -1.3133510349818434] Predicted: 1.6419271894616334 Movie Vector: [-0.03070329677712491, -0.7986525219765791] User Vector: [0.37926820360485414, 0.014307387854422923] Predicted: -0.023071415606238814 Movie Vector: [0.6498526533847673, -0.009016661206334015] User Vector: [1.1347736223932074, 1.4458175690588886] Predicted: 0.7243992023169004 Movie Vector: [-0.5172443389892578, -1.482534408569336] User Vector: [0.031631160210643064, 0.3987242248031296] Predicted: -0.607483421355392 Movie Vector: [-0.6776620993956464, -2.059033544221042] User Vector: [-0.5727004396799674, -0.7327257373983187] Predicted: 1.896804254295573 Movie Vector: [1.037668630819324, 0.9192623980354314] User Vector: [-0.44402499160668235, 1.3721635490142772] Predicted: 0.8006275494736048 Movie Vector: [1.2908955030831204, -0.09031069846106346] User Vector: [1.361205358327304, 0.4031673197674486] Predicted: 1.720763553592491 Movie Vector: [0.6027560652206786, 1.6870166305011103] User Vector: [0.24493482413973197, 0.36708868847406956] Predicted: 0.7669206731585804 Movie Vector: [0.9811097365096313, 0.967402262025908] User Vector: [-0.2748908814431126, -0.09885434190972418] Predicted: -0.36533003423610216 Movie Vector: [0.49511876284478423, -0.11934606607501641] User Vector:
avg loss: 14.55600135520092: 28%|█████████████ | 19935/70000 [00:32<01:15, 663.41it/s]
[-0.739738313348259, -0.9588822848884977] Predicted: -0.25181949000341197 Movie Vector: [-0.11620005883559148, -0.22070327094912826] User Vector: [0.3041384728556499, 0.21262641122784845] Predicted: -0.08226825288815406 Movie Vector: [1.5343315075795585, 0.11924025408274308] User Vector: [-0.6588389045254724, 1.4298763322751782] Predicted: -0.84037847246524 Movie Vector: [0.9657082953966318, -0.5122898756079355] User Vector: [0.37527974706587325, -0.5177282184334969] Predicted: 0.6276376894558777 Movie Vector: [0.7615931921265499, 0.06047452799824826] User Vector: [0.7358590322037789, 0.6347694581316637] Predicted: 0.5988126126594457 Movie Vector: [1.7582906136285334, -0.8995083274439502] User Vector: [0.043809208209435485, -0.8167689728214242] Predicted: 0.811719812235861 Movie Vector: [-0.13861259456675362, 1.0169196713800346] User Vector: [0.5089370430511976, 0.04963161634538463] Predicted: -0.0200737170244496 Movie Vector: [-0.5606450688552806, -1.3081567310005346] User Vector: [1.1259049381668889, 0.08369861065511391] Predicted: -0.7407239524869562 Movie Vector: [0.5975055152059373, 0.39672852793021207] User Vector: [1.466415994782039, 0.024164102763927508] Predicted: 0.8857782333867567 Movie Vector: [0.2226460522033051, -0.037115746093881075] User Vector: [0.8675768579290799, -0.2645176643802437] Predicted: 0.20298033286934092 Movie Vector: [1.5824360831739057, -0.1190400183950312] User Vector: [-1.005449435254353, -0.5623638667588151] Predicted: -1.5241156611096438 Movie Vector: [-0.39199792210024953, 1.687448667502127] User Vector: [-0.1327736394564015, 0.2008344705363585] Predicted: 0.39094485047167044 Movie Vector: [0.2670865892698493, 0.38635448533032707] User Vector: [0.4315812010274786, 0.3030032698829994] Predicted: 0.23233622336446685 Movie Vector: [-0.4250434027752105, 0.12290235067510616] User Vector: [0.14793134846464456, -0.37255540863062214] Predicted: -0.10866517920596613 Movie Vector: [-0.6397763659484075, -0.044017799938716407] User Vector: [0.37519882657207726, -0.9863016536167302] Predicted: -0.19662851290426397 Movie Vector: [-2.1009295464521536, -0.16444677021906964] User Vector: [0.12729981374029958, 0.8633914053024512] Predicted: -0.409429867981743 Movie Vector: [0.42917431200524403, 0.47789244577453155] User Vector: [0.43186786751597506, 0.27189325472881887] Predicted: 0.31528232741029344 Movie Vector: [-0.1869881393457618, -0.00990842395154351] User Vector: [0.20553662057387234, -0.945607676239292] Predicted: -0.029063428500511412 Movie Vector: [-0.16093191649189828, 0.4163814146091216] User Vector: [0.364708273189752, -0.31359141343536756] Predicted: -0.18926683770036984 Movie Vector: [0.22247102990757373, 0.5696407818437651] User Vector: [0.8114890799287758, 1.2066926661824993] Predicted: 0.8679141651798404 Movie Vector: [0.11489333142579597, 0.7196063275900679] User Vector: [0.8932904347045463, -0.7900855013613459] Predicted: -0.46591741214279303 Movie Vector: [0.9166812151628628, -0.6272910607829525] User Vector: [0.020280940658772145, 0.15698067301747531] Predicted: -0.07988141557182474 Movie Vector: [2.2538137742814053, -0.2851548599475153] User Vector: [0.3560956785762399, -0.2913079260650447] Predicted: 0.8856412161958924 Movie Vector: [-0.7524298971341709, 0.31462379560743936] User Vector: [-0.4008139398270345, -0.10089609182128934] Predicted: 0.2698400801432265 Movie Vector: [0.03150208388363088, 0.5422697606166641] User Vector: [-0.43897024161667547, -0.855241109228566] Predicted: -0.47759986894473094 Movie Vector: [-0.30974826483967244, -0.34171484635264127] User Vector: [-1.3471981524425327, -0.8757989190942195] Predicted: 0.7165657831883776 Movie Vector: [-0.15939850008290032, 0.8322508611980731] User Vector: [0.346871379944701, -0.40725640247412465] Predicted: -0.3942302693723905 Movie Vector: [-0.7140364406056011, 0.036429484700614856] User Vector: [0.8947984399276393, 0.1470895492478558] Predicted: -0.6335602966214313 Movie Vector: [0.3598619627792502, -0.14702165218924698] User Vector: [0.04577323647036036, -0.5112334380250312] Predicted: 0.09163443143181173 Movie Vector: [1.3079999197021783, -0.08524464302548586] User Vector: [0.3931921521700592, 0.30587350990278217] Predicted: 0.488221225303349 Movie Vector: [-1.7796123298331792, -0.039303685043525285] User Vector: [0.2887384434299787, -1.188298803975728] Predicted: -0.4671379720957701 Movie Vector: [0.2845385365639259, 0.12904291641913784] User Vector: [1.5186231665716161, 1.1702865942094913] Predicted: 0.5831240085713756 Movie Vector: [-0.14972273569303193, -0.18135452272357228] User Vector: [0.3853674191513885, -0.67888097111456] Predicted: 0.06541987026028709 Movie Vector: [-0.31095394658435305, -0.12251275881333465] User Vector: [0.4827032303168789, -0.7306837131190387] Predicted: -0.060580396981864834 Movie Vector: [0.5284592953427972, 0.271976023636785] User Vector: [0.4562638545342473, -0.3840795119458225] Predicted: 0.136656456638175 Movie Vector: [-1.166294182579069, -0.9901723979610353] User Vector: [-0.7828659080685588, -0.30860622023011297] Predicted: 1.2186253154307827 Movie Vector: [0.8560860192443517, 0.28075205296999817] User Vector: [0.4332654132231841, 0.617118125064503] Predicted: 0.5441696434193501 Movie Vector: [2.3999567055950366, 1.540966245559766] User Vector: [0.05305991665725946, -0.8039198330549178] Predicted: -1.1114718240937669 Movie Vector: [0.9429610923756863, 0.40449186835663276] User Vector: [0.5446411155169752, 0.5411233405865197] Predicted: 0.7324553722858231 Movie Vector: [0.018248602876195348, 0.4392004467339976] User Vector: [1.2858518047949163, -1.1509877545117824] Predicted: -0.48204933702359415 Movie Vector: [-0.5122368124788926, 0.5872540020083612] User Vector: [-0.287369124551884, -0.15605215354051338] Predicted: 0.055558792676617216 Movie Vector: [-0.038152066744610025, 0.543054118264635] User Vector: [-0.0030295587191240536, 0.08435066131834909] Predicted: 0.04592255793373366 Movie Vector: [-0.4422913140998107, 0.4733872156190412] User Vector: [-1.7933745598214068, 0.2940559550888869] Predicted: 0.9323963205523056 Movie Vector: [-0.151025054854861, -0.8085909345044169] User Vector: [-0.3160481466405199, -0.4130958513791887] Predicted: 0.38175674918975755 Movie Vector: [-0.2841936473280741, -0.8018549209934884] User Vector: [1.9164954687284212, 1.1415460985587427] Predicted: -1.4600101940159025 Movie Vector: [0.1291183718341356, 0.04795486700767577] User Vector: [-0.35398846727241706, -0.1431905992602081] Predicted: -0.052573100686548364 Movie Vector: [0.7562393434030312, 0.0754743484638763] User Vector: [-0.22674647514048474, 0.3464389345685049] Predicted: -0.14532735261011454 Movie Vector: [0.5180411532687901, 0.30898550392717117] User Vector: [-1.4069035366720855, -0.9416660070308939] Predicted: -1.0197950763890744 Movie Vector: [0.3128475563280665, -0.27727313248158664] User Vector: [0.6752997655085812, 0.37044922483064746] Predicted: 0.10855026443410674 Movie Vector: [1.167105460705319, 0.565354904799712] User Vector: [0.3896352774297267, -0.12309480557578889] Predicted: 0.3851532078840268 Movie Vector: [0.08882433066897163, 0.031651321788189794] User Vector: [1.3045436561961754, 0.3539985711277583] Predicted: 0.12707973977740242 Movie Vector: [-0.2011803097637801, -0.6334832015053833] User Vector: [-0.4452636787552138, -1.0659211829498516] Predicted: 0.7648214483460115 Movie Vector: [-0.3334874327812241, -0.29113250774681043] User Vector: [0.28802128400067933, 0.18201441038687027] Predicted: -0.14904179032972506 Movie Vector: [0.706337814397944, -0.24825269254980126] User Vector: [-0.2990412517962109, -0.2562729417098683] Predicted: -0.14760369640142776 Movie Vector: [0.9739855585869436, 0.330875311244021] User Vector: [-0.3451273059347161, -1.2644909373176665] Predicted: -0.7545378443046582 Movie Vector: [0.272752837983272, -0.09074341334561885] User Vector: [-0.09045230617721507, 0.24378191179707065] Predicted: -0.04679272600035403 Movie Vector: [0.3858771140792472, -0.3903560058092351] User Vector: [0.7763679169399932, -0.21073656213808364] Predicted: 0.3818448939267133 Movie Vector: [2.3037192109815923, -0.32598054287247463] User Vector: [1.0417477445545449, 0.11350829859399676] Predicted: 2.3628927953308474 Movie Vector: [0.9066846874062737, 0.9888798046640914] User Vector: [-0.014875430290682369, 1.2800147138009765] Predicted: 1.2522933752875314 Movie Vector: [1.5447964638229987, -0.021549991365976115] User Vector: [1.180337995331714, -0.16404057698518903] Predicted: 1.8269170343220595 Movie Vector: [-0.5653947758752987, -0.46314019932888967] User Vector: [-0.8452178602389928, -0.34053301584507556] Predicted: 0.6355962914921811 Movie Vector: [0.5019021436280742, 0.338804085850559] User Vector: [-1.6622410436739299, -1.1982525760242195] Predicted: -1.2402552116844758 Movie Vector: [-0.5347910248158962, -0.9720262252039727] User Vector: [0.30307066201320965, -0.10179467208296064] Predicted: -0.06313237907900004 Movie Vector: [-0.1826384654634563, -0.26654286799419563] User Vector: [0.49709086349170967, -0.5188160645324836] Predicted: 0.04749880929791958 Movie Vector: [0.4620604153191322, 0.11003505190741834] User Vector: [-0.3866712810358273, 0.9879215231528339] Predicted: -0.0699594966268174 Movie Vector: [-1.0524403608378154, -0.2029487112813062] User Vector: [0.8218307930844464, -0.25672712777889567] Predicted: -0.8128254566877446 Movie Vector: [1.0039044385154965, 0.06935519554594691] User Vector: [0.15351192462381855, -0.1930880952259904] Predicted: 0.1407196398929148 Movie Vector: [2.3255171187601387, 0.988957771295049] User Vector: [0.018613553307430614, -0.41363162424522365] Predicted: -0.3657780723933232 Movie Vector: [0.46191520629349475, 0.4985052974830125] User Vector: [-0.6105470231390998, -1.1150755452861836] Predicted: -0.8378920205640976 Movie Vector: [0.30032842666680615, 0.6854155371684736] User Vector: [-0.1889863168540979, 1.2406441619266302] Predicted: 0.7935988214795262 Movie Vector: [-0.2561567750355297, -0.06590577053984734] User Vector: [-0.16098626306818703, -0.6363776090478906] Predicted: 0.08317867865117515 Movie Vector: [-0.6079936865863509, 0.05386109856323417] User Vector: [-0.7552402514019932, -0.40336737637073494] Predicted: 0.43745549469240297 Movie Vector: [-1.5104714978619826, -0.17938510328724355] User Vector: [-0.011534931914369613, 0.20541560838856976] Predicted: -0.0194253142411617 Movie Vector: [-0.36482640461238647, -0.532838563420809] User Vector: [0.6531057513046428, 0.3386239329915143] Predicted: -0.418702113075247 Movie Vector: [-0.9346758787663781, 0.1060192369568364] User Vector: [1.8541310052705502, 0.4538150441976168] Predicted: -1.6848984019938753 Movie Vector: [0.045304821699634935, -1.3811504816229547] User Vector: [0.619415741145336, -1.0803814425125704] Predicted: 1.520231869373276 Movie Vector: [-0.7948599025485021, -0.19751552722364707] User Vector: [-0.06533022256210994, 0.23542392867049913] Predicted: 0.005428492946774742 Movie Vector: [0.5909450049455011, -0.6316521954984944] User Vector: [0.32969772782410434, -0.31758939331249963] Predicted: 0.39543926295241105 Movie Vector: [-0.5503131796208283, 0.5665771143964302] User Vector: [0.5054206809025837, -0.018413971294185073] Predicted: -0.288572596674063 Movie Vector: [1.0000002272208126, -0.6812816329673862] User Vector: [1.5669851268051727, -0.2210813233828979] Predicted: 1.717604127869698 Movie Vector: [0.9737966780328059, 1.4600542842666266] User Vector: [0.47837519539991835, -0.572418392116949] Predicted: -0.36992174966963026 Movie Vector: [0.3259806741993941, 0.06947614391783952] User Vector: [0.06934510217612698, -0.3498320012408605] Predicted: -0.0016998153054760927 Movie Vector: [0.2815643432164055, 0.8085966805134495] User Vector: [-1.1166880485801283, -1.5354494594866177] Predicted: -1.5559788730131228 Movie Vector: [-1.0225344898190396, 0.208078358731463] User Vector: [-0.28646136880856743, -0.4575342384345419] Predicted: 0.1977136562106229 Movie Vector: [-1.975393295288086, 1.0023212432861328] User Vector: [-0.6021741702527427, 1.3425301733386912] Predicted: 2.5351773310029184 Movie Vector: [0.6020982477399629, 1.2560549744558593] User Vector: [-0.13682734212006825, -0.09472927865350632] Predicted: -0.20136868461276136 Movie Vector: [-0.19168914233108295, -0.5429693144870009] User Vector: [-0.8346040292457891, 0.8917809968728524] Predicted: -0.3242251859923956 Movie Vector: [2.3300115475885237, 0.8890822738209935] User Vector: [0.4792319507601667, 1.9318982979690082] Predicted: 2.8342325107937567 Movie Vector: [-0.35409485169287486, -0.36943753136898616] User Vector: [-0.42199360263126007, -0.7632676734245925] Predicted: 0.431405487182789 Movie Vector: [-0.15252487520395433, -0.1100344145129023] User Vector: [0.37370973360155246, -0.1302792380930385] Predicted: -0.042664830793325316 Movie Vector: [-0.04654419519919191, 1.0258981954181932] User Vector: [0.4905861350420033, -0.02980147453669607] Predicted: -0.053407215779409864 Movie Vector: [0.50922906716764, -1.4635693265429779] User Vector: [0.12158000803521973, -0.5978766716794646] Predicted: 0.9369460318036802 Movie Vector: [0.3460294263594189, 0.25074771593119466] User Vector: [-0.4005192197208828, -0.15734469377103624] Predicted: -0.17804525842291974 Movie Vector: [0.9537604465498997, 1.17856255927605] User Vector: [-0.12909023046102946, 1.2887056478911736] Predicted: 1.3956990706823809 Movie Vector: [-0.06414954727932366, -0.3321041874969861] User Vector: [1.543946568510417, 1.0832150178569746] Predicted: -0.45878371678333235 Movie Vector: [0.6505241073382526, -0.29608402956435953] User Vector: [0.28799331093565605, 0.4863305698171741] Predicted: 0.043351876704005504 Movie Vector: [0.8288215983260643, 0.5807088570543504] User Vector: [0.23081513992653646, -0.045375513226425884] Predicted: 0.1649546107677938 Movie Vector: [-0.4509596153907519, -0.773445628845032] User Vector: [1.6786916402263616, -0.179641414774674] Predicted: -0.6180792694191416 Movie Vector: [0.2642262331934622, 1.9917511229368723] User Vector: [0.5410762453868243, -1.2422036253926545] Predicted: -2.331193927603051 Movie Vector: [0.2542165206542351, 0.5963796282588243] User Vector: [-0.3955286486716599, 0.8983574442612188] Predicted: 0.4352121617676724 Movie Vector: [-0.08453963134092808, -0.13373480274385977] User Vector: [-1.0874507755867846, 0.415261645835192] Predicted: 0.03639775337665313 Movie Vector: [1.3529347099837783, 0.5365791689997573] User Vector: [0.16691110189007619, -0.629795387972211] Predicted: -0.11211526268928565 Movie Vector: [0.9910435912995749, 0.770360698689575] User Vector: [-0.2961903668403862, 0.1556939860040984] Predicted: -0.1735970370219527 Movie Vector: [0.5783883420712232, 0.5092172157865991] User Vector: [1.2018204916409765, -0.47671926903610967] Predicted: 0.45236530273705633 Movie Vector: [0.9328228448571565, 1.387582292670046] User Vector: [-0.06226374147418699, 1.1996327634080184] Predicted: 1.6065081397583996 Movie Vector: [0.7905207720266603, 0.23875361334224016] User Vector: [-0.1904497186359136, 0.6197536180526719] Predicted: -0.0025860429163206133 Movie Vector: [0.15781323079229437, 0.40734376773329073] User Vector: [0.08323782457400306, 0.01747925492685065] Predicted: 0.020256095579219684 Movie Vector: [-1.4805154089379755, 0.5651649321223587] User Vector: [0.6930022551337517, -1.0937899514143996] Predicted: -1.644172240801523 Movie Vector: [0.5093984144438534, -1.390092610156455] User Vector: [-0.6648324713837312, 0.45110434918204345] Predicted: -0.9657414290010569 Movie Vector: [1.371642569154041, -0.9044144321608001] User Vector: [0.19233051615864993, -0.19040629514280957] Predicted: 0.43601492461199925 Movie Vector: [1.017638087054286, -0.3380726059287081] User Vector: [0.6049212464808813, 0.6734123834778256] Predicted: 0.38792862074028733 Movie Vector: [0.24563602458727513, -0.11476222074417305] User Vector: [0.7136897336505164, -0.2196014155617732] Predicted: 0.20050985509109717 Movie Vector: [0.7395879632248435, 0.06321909625032174] User Vector: [0.40607978080328144, 0.027931090521244206] Predicted: 0.3020974962911288 Movie Vector: [0.33811428571840707, 0.04848524182628075] User Vector: [-1.4634445036095707, 0.11199585536618584] Predicted: -0.4893813468955081 Movie Vector: [1.9138266500218155, 0.4595404541282819] User Vector: [-0.3270459340480155, -0.47197820838845406] Predicted: -0.8428023045838522 Movie Vector: [0.35968012191654986, 0.45136228246137544] User Vector: [0.7638522873746312, -0.20774364518181254] Predicted: 0.18097483799303377 Movie Vector: [0.27031709144646376, -0.35134434983828744] User Vector: [0.9810720522639345, -0.2542408899116673] Predicted: 0.35452664383572224 Movie Vector: [1.293857228125273, -0.30478008575272275] User Vector: [0.4958699105996577, 0.035606243633762184] Predicted: 0.6307327940511697 Movie Vector: [0.30844983929534414, -0.6708537733865922] User Vector: [-0.9616427564084687, 0.657440328449292] Predicted: -0.7376648787904521 Movie Vector: [-0.8175048013643572, -0.28210069388197995] User Vector: [0.22714188335828792, -0.2133597260194988] Predicted: -0.1255006534797734 Movie Vector: [-0.2227514592280487, -0.2560277570981637] User Vector: [-0.6837831798593261, 0.3225200174206755] Predicted: 0.06973962442978394 Movie Vector: [0.316182040708188, 0.09334669250766434] User Vector: [0.7746697019846528, 0.1801293853032579] Predicted: 0.2617511295898092 Movie Vector: [1.6427595217066242, 0.4748620168936261] User Vector: [-1.9413177216767783, -0.6212214064221181] Predicted: -3.48411262193344 Movie Vector: [2.37671727163206, 1.0773641874997304] User Vector: [0.7177859813816121, -0.1966558220896192] Predicted: 1.4941043993023715 Movie Vector: [0.3793629135163683, 0.464872267581701] User Vector: [-0.4128320203418071, 0.4630484574093281] Predicted: 0.058645228366366486 Movie Vector: [0.6105147056242525, -2.121384575293551] User Vector: [-0.12451178447814829, -0.05004998063673477] Predicted: 0.030158981469082982 Movie Vector: [0.17186525603098013, 0.7301734192393294] User Vector: [-0.8719048450175099, 0.7861245255511952] Predicted: 0.42415708334602537 Movie Vector: [-0.8499909440877982, -0.6919950595127765] User Vector: [1.0401696957294309, 0.39854011024595326] Predicted: -1.1599226089924537 Movie Vector: [-0.9938695203453489, 0.17228295445648203] User Vector: [1.1077949693628448, 0.10416249373392608] Predicted: -1.0830582326776055 Movie Vector: [-0.5065369650032263, 0.5628779659717631] User Vector: [0.9040309161925936, 0.16381705036589386] Predicted: -0.36571606845583415 Movie Vector: [1.230486693177362, 0.5453313059619318] User Vector: [-0.1677731904447219, -0.0682116300289304] Predicted: -0.24364061559961037 Movie Vector: [0.9210323833566801, -0.6349348140643063] User Vector: [0.3989595749176994, -0.3916223361664375] Predicted: 0.6161093433466829 Movie Vector: [-0.34368652640576175, -0.19898631308231235] User Vector: [-0.5510031349125231, 0.14047652828394785] Predicted: 0.16141944703894442 Movie Vector: [0.6650360568888739, -0.35601751632585743] User Vector: [0.3365537482139034, 0.028709605319094944] Predicted: 0.21359925526294538 Movie Vector: [-0.5157476144468124, -0.16473575321933054] User Vector: [0.30215137641551815, 0.24834324623973222] Predicted: -0.19674486331436028 Movie Vector:
avg loss: 14.55129932767827: 29%|█████████████▏ | 20071/70000 [00:32<01:19, 625.31it/s]
[0.38325614881720677, 0.14302283264893012] User Vector: [-0.4720223124435706, -0.5708835372776067] Predicted: -0.2625548342369996 Movie Vector: [0.7170963948228669, 0.9968171070280334] User Vector: [-0.49802109085548874, 0.8026671837905779] Predicted: 0.4429832512542402 Movie Vector: [0.4773464372460038, -0.415184351088152] User Vector: [0.9350622777083709, 0.4217121667021351] Predicted: 0.2712603545890197 Movie Vector: [-0.5478433374387133, 0.21620119532101845] User Vector: [0.18122336309283038, -0.3232620575194483] Predicted: -0.16917165529628048 Movie Vector: [-0.6648066952232221, -0.5847125942691103] User Vector: [-0.2831333372734378, 0.6114465709177355] Predicted: -0.16929157247798451 Movie Vector: [1.1011222927156232, 0.856861181892473] User Vector: [2.0062187413654042, 2.0156480649304864] Predicted: 3.9362227633769384 Movie Vector: [0.47172750966020793, 0.1440701617429281] User Vector: [0.5794861118108513, -0.03112959419478671] Predicted: 0.26887469473657505 Movie Vector: [0.1928139391634181, -0.48834501898133914] User Vector: [0.561093451201258, -0.3343189014032741] Predicted: 0.271449608816514 Movie Vector: [0.14404536025303477, -0.6930322164394497] User Vector: [-0.5620310093622386, -0.17663262482445166] Predicted: 0.041454140260647074 Movie Vector: [-0.9782738046506735, 0.4123149879946882] User Vector: [0.019902562478344828, 0.33764135563070813] Predicted: 0.11974443597539754 Movie Vector: [0.19446649203968858, -0.03406551285210552] User Vector: [-0.5592820068292286, -0.5722337250013689] Predicted: -0.08926817461555489 Movie Vector: [-0.8740043425461191, -0.9853225912514416] User Vector: [-1.3050729407389046, 0.14160263744586077] Predicted: 1.0011151398890425 Movie Vector: [1.5895814332394718, 1.4901079457985036] User Vector: [0.031571788009039106, -0.02137164872862491] Predicted: 0.018339864448002688 Movie Vector: [0.5690235979723859, 0.13884348299400434] User Vector: [1.6654090363892633, -0.16706388133283628] Predicted: 0.9244613108151948 Movie Vector: [0.7656851549869932, 0.22256775704781234] User Vector: [1.4701891845888444, 0.5221196125966324] Predicted: 1.2419090247484157 Movie Vector: [0.8274801249424876, -0.009150912196495449] User Vector: [0.8328338098473463, 1.261346203068223] Predicted: 0.6776109566751498 Movie Vector: [0.5350955520584625, -0.14012157540782844] User Vector: [0.4628590405490704, -0.8588327436060651] Predicted: 0.36801481087376453 Movie Vector: [-1.0486948429621887, -0.49907205985170755] User Vector: [-0.41540591846787644, -0.431294956994534] Predicted: 0.6508813070241491 Movie Vector: [-0.49471390548110294, 0.021305411848096437] User Vector: [-0.9377511400955484, -0.6733733387698236] Predicted: 0.4495720325760068 Movie Vector: [0.056834923613238664, -0.5531312832319352] User Vector: [-0.6022583330411505, -0.1299604452638261] Predicted: 0.03765588150434356 Movie Vector: [-0.5075117935000931, 1.186946607906622] User Vector: [-0.2857952947207638, -0.136600494977262] Predicted: -0.017093011554004167 Movie Vector: [0.3696840098709975, 1.7496410069752502] User Vector: [-0.5464600203453491, -0.02786954794237488] Predicted: -0.2507792354812973 Movie Vector: [0.20023461818344906, 0.09627183657082228] User Vector: [-0.5895667828398717, -0.2534776949184138] Predicted: -0.14245444287512044 Movie Vector: [0.3202950187252755, -0.3459605163328552] User Vector: [0.3899506916357256, -0.7106819335382196] Predicted: 0.37076715275471317 Movie Vector: [-0.05261854880970007, -0.5162430060978053] User Vector: [0.2141517493038834, 0.7849544414177011] Predicted: -0.4164955947607266 Movie Vector: [0.5756998350192648, 0.1726816501717389] User Vector: [0.10439876013606605, 0.07209935982766869] Predicted: 0.07255258541791684 Movie Vector: [-0.8377460286412084, 0.29314733637529305] User Vector: [-0.05008811072819623, 0.08621999910837187] Predicted: 0.06723627892558685 Movie Vector: [0.7370203028844473, 0.3990275001717499] User Vector: [-1.0481999064388678, -0.7462875720009245] Predicted: -1.0703338767917974 Movie Vector: [-0.655324406821374, -0.49937228797789485] User Vector: [-0.15076382372711505, -0.7837987755936322] Predicted: 0.4902066012365585 Movie Vector: [-1.1086579100679301, -0.001397352969338678] User Vector: [0.13286984668604265, 0.22379895025011975] Predicted: -0.14761993266566123 Movie Vector: [0.0351257685142804, 0.002321001140332124] User Vector: [1.2421015156416582, -0.4412555686143359] Predicted: 0.04260561563173394 Movie Vector: [-1.137800628932223, 0.3367566812223441] User Vector: [1.246776149416442, -0.44094668340610205] Predicted: -1.5670744286435614 Movie Vector: [-1.067462743082541, -0.9752747493043455] User Vector: [0.21074995124336593, 0.1145570051858384] Predicted: -0.3366922755724303 Movie Vector: [1.2436114391994018, 0.509778037084256] User Vector: [0.6586894619925457, -0.006940122015227198] Predicted: 0.8156158280359816 Movie Vector: [1.135748056449835, -1.4478544386671408] User Vector: [0.4372320745982883, -0.3118237503506652] Predicted: 0.9480608799695802 Movie Vector: [1.7443473484094325, -0.6561135154363527] User Vector: [0.8101778290132484, 0.15140681525188207] Predicted: 1.3138914899634357 Movie Vector: [-0.475518112575442, 0.5638521087337002] User Vector: [-0.00636456382509093, 1.4464534949445222] Predicted: 0.8186123186871725 Movie Vector: [0.29271520427737363, 0.033518825476525974] User Vector: [0.4797945567225489, -0.04797230741857349] Predicted: 0.13883518628214342 Movie Vector: [0.747617162259142, 1.2281591572222144] User Vector: [0.22982937475970522, 0.013585283935320769] Predicted: 0.18850927583027172 Movie Vector: [0.5511704971560223, 0.9136207562779388] User Vector: [0.7306226600811042, 0.3286801891905766] Predicted: 0.7029866978122283 Movie Vector: [-0.041662480446032685, 0.14195129693558275] User Vector: [0.03169340371608599, -0.8958463493035203] Predicted: -0.12848697695123143 Movie Vector: [0.6536462825925256, -0.737231184735443] User Vector: [-0.49060887450264556, 0.07272853234612212] Predicted: -0.37430240909115875 Movie Vector: [1.3701360931487432, -0.03690743853365082] User Vector: [1.6075023918631064, -0.08614209464731194] Predicted: 2.2056763309779326 Movie Vector: [0.25577981276846556, -0.5632519465116805] User Vector: [0.9397304835641301, -0.1980187892934567] Predicted: 0.35189855565427863 Movie Vector: [-1.7414327447339193, 0.22869482448477085] User Vector: [0.8045180706604289, 0.2743984924939137] Predicted: -1.3382605968984467 Movie Vector: [0.9519950315561168, 0.17942981402460154] User Vector: [-0.6226672539081727, -0.7363960979289758] Predicted: -0.7249075469331098 Movie Vector: [-0.4218614341585995, -0.49200820877270535] User Vector: [-0.23207558074920331, 0.9564340955046076] Predicted: -0.3726696888103158 Movie Vector: [1.4135058628374915, 0.15210146482485534] User Vector: [0.32478714456505503, -0.4382206698665868] Predicted: 0.39243452721371597 Movie Vector: [0.13636907968571527, -0.6901227956759365] User Vector: [-0.3686611247538666, -0.37462484380536776] Predicted: 0.20826316623803595 Movie Vector: [0.9059689820498243, 0.13632474673903622] User Vector: [0.09002685096046836, -0.3718323477248661] Predicted: 0.030871583888833147 Movie Vector: [-0.1929046543731015, 0.09288160961224354] User Vector: [-0.9288414582069185, -0.4325380400772739] Predicted: 0.13900301108191093 Movie Vector: [0.4278527403229613, -0.1129441014161653] User Vector: [0.8855813279869051, -0.2675190620363357] Predicted: 0.40911309803143386 Movie Vector: [0.0915490570374038, -0.13936628505614684] User Vector: [-0.4492517284001948, -1.2783921139029457] Predicted: 0.13703618765226638 Movie Vector: [-0.1814343278758157, -0.04830575578008257] User Vector: [0.4069642166889263, -0.2196165841819192] Predicted: -0.06322853404371544 Movie Vector: [-1.4535661493891103, -0.18647275606168826] User Vector: [-1.3836894728983047, 0.052973048996859576] Predicted: 2.001406148627601 Movie Vector: [0.36791239714147106, -0.2369355746897467] User Vector: [1.4645794891888646, 0.011672755322690076] Predicted: 0.5360712596811119 Movie Vector: [-0.25351524353027344, -0.09781837463378906] User Vector: [1.6785702763224333, 0.5288319242206292] Predicted: -0.4772726316662811 Movie Vector: [-0.23496181526157248, -0.4655060404496736] User Vector: [0.025828079978455553, -0.8758621740314264] Predicted: 0.4016505200565532 Movie Vector: [0.49509595065262857, 1.1514221806766367] User Vector: [0.13440657910664314, 2.1797033612279395] Predicted: 2.57630295047004 Movie Vector: [-0.7576670464217328, 1.6587437850520415] User Vector: [1.3229776169052303, 0.9028806058973287] Predicted: 0.4952710501935669 Movie Vector: [-0.022839717156816694, -0.20496874527210746] User Vector: [0.9736440044193602, 0.8010656959497037] Predicted: -0.18643118425170688 Movie Vector: [0.22073845229280242, 0.21175742225113164] User Vector: [-1.3862842214377307, 0.5979471716704599] Predicted: -0.17938648176280578 Movie Vector: [0.9070346973025717, 0.6067383286215329] User Vector: [0.6480932818846528, 0.0866384684219263] Predicted: 0.6404099732827253 Movie Vector: [0.7781700901344467, -0.36760774928617196] User Vector: [0.1235424079111867, 0.8668551575900911] Predicted: -0.22252566673912855 Movie Vector: [0.3336224317819421, -0.6387418942162963] User Vector: [-0.6257746463109437, 0.7975239970864011] Predicted: -0.7181844478316616 Movie Vector: [1.0409180698789187, -0.8120120312154064] User Vector: [-0.6232267363014212, 0.4440030567705856] Predicted: -1.0092637954419459 Movie Vector: [0.6108049076906968, -0.16821084052299415] User Vector: [0.6912084922521776, -0.690286809632763] Predicted: 0.5383072637553802 Movie Vector: [-1.023098509776938, 0.3795880760859075] User Vector: [0.054961662194532884, 0.04533385804612542] Predicted: -0.03902300272880969 Movie Vector: [-0.12177384321213176, 1.1620583146672945] User Vector: [1.037580840335301, -0.32768812663223545] Predicted: -0.5071429187416414 Movie Vector: [1.2623827656847226, -0.2299335371511702] User Vector: [1.1450461431200378, -1.2824725497348524] Predicted: 1.7403699666483128 Movie Vector: [0.13489752249484954, 0.7265961446559475] User Vector: [0.6920406933552629, -0.01060360602411927] Predicted: 0.0856500357426672 Movie Vector: [0.2530521293371488, 0.3817909928868468] User Vector: [1.0210256105792515, 0.07209917087052035] Predicted: 0.2858995188978165 Movie Vector: [0.7528077751179558, -0.6267718879365833] User Vector: [-0.6120792375148841, -0.5919554541049799] Predicted: -0.08975697144573902 Movie Vector: [1.1845654477821175, 0.5898686908871763] User Vector: [1.007402672210287, -0.03970517178691779] Predicted: 1.1699135598002806 Movie Vector: [-0.4841218338898999, -0.03087598669487153] User Vector: [0.6642301258323451, 0.6038833384299349] Predicted: -0.3402138005654911 Movie Vector: [0.193531491077979, -2.396830510995808] User Vector: [0.8428047586867446, 0.2378612673658558] Predicted: -0.4070038813703527 Movie Vector: [0.13118368754179227, -0.4111114402742729] User Vector: [-0.07535306731504661, 0.3079921267679499] Predicted: -0.13650418006668102 Movie Vector: [0.8076368672474485, -0.17667231585187923] User Vector: [1.6079549706639422, 0.07779662396422192] Predicted: 1.2848992054607724 Movie Vector: [0.7995149445853783, 0.11572196861680106] User Vector: [-1.2898828172975338, -0.8718690310228794] Predicted: -1.13217498983926 Movie Vector: [0.25178158655199745, 0.016150390318662642] User Vector: [0.5916975885487542, 0.03325862505482778] Predicted: 0.14951569737989384 Movie Vector: [0.8819978401672092, 0.263874777098672] User Vector: [-0.3619427816139371, -0.07239071428891988] Predicted: -0.3383348352446068 Movie Vector: [1.6297071938680834, -0.15577898137741275] User Vector: [0.2287611677859856, 0.5565936865038682] Predicted: 0.2861081232938128 Movie Vector: [0.6909199620860536, -0.02490228364697844] User Vector: [0.5171829006987678, -0.5777221515408633] Predicted: 0.3717185910291611 Movie Vector: [0.9991606855456646, -0.09872091422661312] User Vector: [0.6415154231576851, -0.5114461459012168] Predicted: 0.6914674210913956 Movie Vector: [0.557559492216239, 0.1679629463888509] User Vector: [-0.5782557522639696, 0.9350026030059515] Predicted: -0.16536619152129353 Movie Vector: [1.382210566593925, 0.9308220686587556] User Vector: [-0.4173489619120998, 0.060705360211081305] Predicted: -0.5203582561415563 Movie Vector: [-0.6445377098236567, -0.08627894720377596] User Vector: [0.8368956082302443, 0.0661096880475424] Predicted: -0.5451146529749098 Movie Vector: [-0.3287280889648648, -0.7865259610579531] User Vector: [0.9565483003778563, 1.2599780729994101] Predicted: -1.305449759563611 Movie Vector: [0.5820208828117625, -1.0703506539010392] User Vector: [-1.1497713413423905, -0.5033041799330166] Predicted: -0.1304789730173318 Movie Vector: [0.14718507735594114, -0.5404049462595628] User Vector: [-0.25426622119707526, -0.8626699857877917] Predicted: 0.42876693387349507 Movie Vector: [0.22516353466205594, -1.9822047473086657] User Vector: [0.6860944643931988, -0.8530988492635299] Predicted: 1.8455000436485713 Movie Vector: [0.8993540894180313, -0.7085736615141894] User Vector: [-0.9536769417958563, -0.4205800098330817] Predicted: -0.5596813400606846 Movie Vector: [-0.5913490273004005, 0.24049265516292878] User Vector: [-1.3209502780961644, -0.10628340535184971] Predicted: 0.7555822837115361 Movie Vector: [-0.6979405222231407, 0.404343052449289] User Vector: [0.5241986086033816, 0.4587077792524924] Predicted: -0.1803841469921005 Movie Vector: [0.08619081189315794, -0.7104979353873274] User Vector: [-0.5734550760485183, -0.5065102774101433] Predicted: 0.3104479477634949 Movie Vector: [0.4851434259556798, -0.4523956977923067] User Vector: [0.8512973235809438, 0.37351911971108626] Predicted: 0.24402285726849496 Movie Vector: [1.6533777339748983, -0.22873487140533938] User Vector: [0.1602163424506462, -0.9770161047871984] Predicted: 0.4883757863162411 Movie Vector: [-0.3614396501674983, -0.428490379623262] User Vector: [0.011941455754090766, 0.4812094669420288] Predicted: -0.21050974275854667 Movie Vector: [-0.22312595872047913, 0.43623694124472145] User Vector: [0.18052141351895024, -1.5768229978535269] Predicted: -0.7281474549289464 Movie Vector: [-0.4964672398862689, -0.561703745647739] User Vector: [-0.2948248906163698, 0.6286192282004157] Predicted: -0.20672687537228399 Movie Vector: [0.4007143461064039, -0.22907204338861417] User Vector: [0.7218727069235563, 0.15008004216425697] Predicted: 0.2548856077965169 Movie Vector: [-1.4706709121325812, -0.03214973629277316] User Vector: [-1.1792229469972395, -0.4034981264473397] Predicted: 1.7472212454280105 Movie Vector: [-0.5694268246745711, -0.5105290639219079] User Vector: [0.11928511811499351, -0.4627511971202068] Predicted: 0.16832378945536952 Movie Vector: [0.36766059451602595, -0.15230902438474814] User Vector: [-0.8387428024440406, 0.24827160609566895] Predicted: -0.3461866834994795 Movie Vector: [0.788888327804906, 0.06661008740750801] User Vector: [-1.5031099041056817, -0.5881970061668321] Predicted: -1.2249657127505311 Movie Vector: [-0.3132915496826172, 1.4516925811767578] User Vector: [-0.9606748231621401, 0.1743589572818007] Predicted: 0.5540869088372464 Movie Vector: [1.4552002628149716, 1.5216656818967178] User Vector: [0.27228944525985316, -0.11750120031891366] Predicted: 0.21743812819691855 Movie Vector: [-1.4020505370742429, -0.21322582198556522] User Vector: [-0.9291974399965557, 0.7935204472643268] Predicted: 1.133582720164893 Movie Vector: [0.6622350296315549, -0.182024777625874] User Vector: [-1.011767647514627, 0.1898012389227267] Predicted: -0.7045765063401224 Movie Vector: [0.5069925367785084, -0.40631696011602286] User Vector: [0.7933703269272335, 0.31706578183015455] Predicted: 0.27340363002359414 Movie Vector: [-0.17174744401916692, 0.29770228160135365] User Vector: [-0.015621167906406386, -0.20205659002978976] Predicted: -0.057469812203938195 Movie Vector: [0.9354155256147982, 0.7996018768296729] User Vector: [0.41423975633690396, 0.7551519564074912] Predicted: 0.9913072210394602 Movie Vector: [1.1971599350094222, 0.9533502056757098] User Vector: [0.16970125426883825, 0.16985757186311434] Predicted: 0.36509329360277654 Movie Vector: [-0.4733673176846631, -0.07275752217059413] User Vector: [-0.4659214496973938, -0.4212540835270767] Predicted: 0.2512013902166796 Movie Vector: [0.701801076033844, -0.2094932774277728] User Vector: [0.5421039386370453, -0.4455146626771508] Predicted: 0.4737814542840283 Movie Vector: [-0.8675803311879833, 0.7882844252191171] User Vector: [-0.3150853125202544, 0.8596215733530256] Predicted: 0.9509881176453345 Movie Vector: [-1.6787498978182824, 1.0369628529546544] User Vector: [0.9112099206112955, -0.6778511768306312] Predicted: -2.232600051322179 Movie Vector: [0.8005430618920907, -0.5410266739324158] User Vector: [-0.8373688203217309, -0.3077769788282262] Predicted: -0.5038342441849236 Movie Vector: [-0.7099394569655996, 0.030975313187642135] User Vector: [0.025911557038512126, 0.7991729119897025] Predicted: 0.006358994506906544 Movie Vector: [0.9220487480060333, 0.06991148155675196] User Vector: [1.6389009035107218, 0.5135255721561622] Predicted: 1.547047859754734 Movie Vector: [1.766547449373868, -1.0534469062521299] User Vector: [1.1489889612822404, -0.029573260930046807] Predicted: 2.0608973791464162 Movie Vector: [0.884613392147253, 0.003430068378155793] User Vector: [0.13250443688771002, -0.3324826874517599] Predicted: 0.11607476103728621 Movie Vector: [0.39586118117158653, 0.1989639615695975] User Vector: [0.7703314098720839, 0.6184609761984181] Predicted: 0.42799574770617455
avg loss: 14.544597281958497: 29%|████████████▉ | 20146/70000 [00:32<01:15, 659.19it/s]
Movie Vector: [-0.7387429414098562, -0.24050619062031234] User Vector: [0.835839237616985, -0.6843749574858116] Predicted: -0.4528739229620924 Movie Vector: [-1.0109212975933113, 0.5784970795501986] User Vector: [-0.15614540976961597, -0.11476099944731039] Predicted: 0.09146181723100848 Movie Vector: [0.47255698211341846, -0.8082586016228711] User Vector: [-0.8442495028896313, 0.9036188707614138] Predicted: -1.1293137221179361 Movie Vector: [0.435753776596523, 0.13521478677526105] User Vector: [1.8125713122164178, -0.4958285455081922] Predicted: 0.7227914435908415 Movie Vector: [-0.14522271034167406, 0.3928527578326403] User Vector: [0.7365556322388223, -0.9141149526940472] Predicted: -0.46607718537305703 Movie Vector: [0.1007904469391572, -1.5463581203838692] User Vector: [-0.024163671444634577, 0.22360102512745306] Predicted: -0.34820272817659026 Movie Vector: [0.628071007962205, 1.9194887933232063] User Vector: [0.5781864260681975, -0.8014966843708086] Predicted: -1.1753217721247564 Movie Vector: [0.2788073811695428, -1.3065662895531376] User Vector: [0.5405382533358659, 0.686006931667638] Predicted: -0.745607476482187 Movie Vector: [-0.5682059806821953, 0.9530336167005077] User Vector: [0.4403759691428255, -0.3870173139561344] Predicted: -0.619064769861002 Movie Vector: [-0.03720062241088621, 0.015832333264041237] User Vector: [-0.4916417254198673, -0.12984081777657763] Predicted: 0.016233695090466654 Movie Vector: [0.44033021394279687, 0.19979691220818133] User Vector: [0.10906448118473085, -0.5370910843713019] Predicted: -0.05928475389829724 Movie Vector: [-0.21961646995067402, 0.39109670286191434] User Vector: [0.34783912804081907, -0.23180824655490345] Predicted: -0.16705064233486966 Movie Vector: [-0.03341185079605031, -0.8129639900806538] User Vector: [0.23492093352029528, 0.1496902016113128] Predicted: -0.12954188675755932 Movie Vector: [0.7562176596706351, 0.35038138651714346] User Vector: [0.27268420421753803, -0.9925753574430551] Predicted: -0.14157131922111077 Movie Vector: [1.4303419715806642, -0.41805090895408803] User Vector: [-0.16962422878583167, 0.04557253250943065] Predicted: -0.26167229246828333 Movie Vector: [0.44917282081125, 0.029544533378755365] User Vector: [0.2739653546731874, 0.9635598492691935] Predicted: 0.15152571729227232 Movie Vector: [0.6478627820783697, -0.6617429034074076] User Vector: [-0.10087677364078682, -0.26885494038416147] Predicted: 0.1125585416272304 Movie Vector: [-0.0033284753614384738, -1.01718839683861] User Vector: [0.2035082892647614, -1.1398152795987602] Predicted: 1.1587295046205486 Movie Vector: [0.501619249521277, -0.08563433097759446] User Vector: [1.1693888063803661, 1.2391292075949232] Predicted: 0.4804759347679131 Movie Vector: [-0.009019843978353412, -0.7945937568947139] User Vector: [1.7350663293453816, -0.2748914799190634] Predicted: 0.20277702618444668 Movie Vector: [-0.2595228452076031, -1.1185360120756254] User Vector: [1.5216848731551569, 0.8663538199395231] Predicted: -1.3639599345922355 Movie Vector: [0.7375257068881522, -0.3498338108932384] User Vector: [0.7013639850733515, 0.6821256264432969] Predicted: 0.2786433614705189 Movie Vector: [-0.4767156844703244, 0.8360203358745812] User Vector: [0.4347315575384968, -1.6289455259040695] Predicted: -1.5690749377005313 Movie Vector: [-0.965008268121754, 0.7320357408743614] User Vector: [0.6514200798233292, -1.1779864773542232] Predicted: -1.4909539667400236 Movie Vector: [0.7477300153794676, 0.6605856684843907] User Vector: [-0.0821618304580993, 0.09118201482270959] Predicted: -0.001201334536626561 Movie Vector: [0.09368488703954075, 1.0160847762726808] User Vector: [1.0691306299875276, -0.4199805817348158] Predicted: -0.3265744931299961 Movie Vector: [2.2199242370071928, 0.018167728077189166] User Vector: [0.20670238911443223, 0.666245835968548] Predicted: 0.470967816622856 Movie Vector: [-1.4852232197368003, 1.4493171784260173] User Vector: [1.1086894192883903, -0.5437097805280847] Predicted: -2.4346591940012194 Movie Vector: [0.3670742495357704, 0.7101172664702826] User Vector: [0.5916501109584613, 0.8806210888969863] Predicted: 0.8425237609114442 Movie Vector: [0.6266917457648973, 0.9475949807810745] User Vector: [-0.44178572281985834, 0.20804381333782213] Predicted: -0.07972219258650903 Movie Vector: [-0.9459659066605027, -0.8860097106313218] User Vector: [0.6878104245360532, -0.7325674259893978] Predicted: -0.0015833587379943115 Movie Vector: [0.6256764624228206, -0.7208734785938926] User Vector: [0.38845553541805794, 0.48193800659224023] Predicted: -0.10436884206982136 Movie Vector: [1.280787593205177, 1.3153590595818734] User Vector: [1.3302166780675548, -1.3161999715866257] Predicted: -0.027550539304342925 Movie Vector: [0.31124075969959364, -0.199495239009047] User Vector: [0.7444046462022998, -0.6526549431322752] Predicted: 0.36189062147852025 Movie Vector: [1.027692729580091, -0.3459640089967672] User Vector: [-0.9810594790487944, 0.2688149161178302] Predicted: -1.101227979962332 Movie Vector: [1.3891058419818716, -0.9436890222905211] User Vector: [0.4126801674503803, -0.5654286433952704] Predicted: 1.1068452351361189 Movie Vector: [0.005068341682783431, 0.11248251109735344] User Vector: [-0.43120523014181467, -0.7215759545926721] Predicted: -0.08335017076181563 Movie Vector: [-0.8341046628708142, 0.3749160113291983] User Vector: [1.0754822951289835, -0.3123266107958845] Predicted: -1.0141610443536502 Movie Vector: [1.0050144449816683, 0.6198364666713492] User Vector: [0.5392098543609107, -0.48830708548676277] Predicted: 0.2392431539904774 Movie Vector: [0.49841851440071266, 0.71031072306363] User Vector: [0.16925412165299533, -0.4866402881835964] Predicted: -0.2613064271011002 Movie Vector: [0.24835217762917655, 0.29020259949785465] User Vector: [-0.4307300692688509, -0.7110306339510646] Predicted: -0.31331568896849166 Movie Vector: [0.8782104042639639, 0.4514747859514261] User Vector: [0.19811848742926647, -0.36566866213087396] Predicted: 0.008899535972740485 Movie Vector: [-0.1745996527936895, 0.2608095484532304] User Vector: [-1.0462915991764408, -1.3332848861691606] Predicted: -0.16505127918413476 Movie Vector: [-0.46035129126363494, 0.2221143958370279] User Vector: [-0.44739277697943336, -1.0726253577320741] Predicted: -0.03228769070762999 Movie Vector: [0.9731121497191759, -0.23846573650025654] User Vector: [1.0789390490735358, -0.31360072018479845] Predicted: 1.1247117241657907 Movie Vector: [0.7268277249304572, -0.9382157182061607] User Vector: [0.5805630870811549, 0.23267346311631643] Predicted: 0.20367144745660928 Movie Vector: [-0.7855578566452542, -0.31210921222148935] User Vector: [0.9998813447799177, -0.27834525567431695] Predicted: -0.6985905276307866 Movie Vector: [1.3978122421630097, -0.40931122499490075] User Vector: [0.3723804164064998, -0.5883106232810977] Predicted: 0.7613200466874643 Movie Vector: [0.801644834609555, -0.2028934324340511] User Vector: [-0.19723474776208505, 0.008750372777252463] Predicted: -0.15988760991684822 Movie Vector: [-0.8226511137176677, -1.0567010119160711] User Vector: [-0.5882752117672867, -0.49369267640950765] Predicted: 1.0056308088703356 Movie Vector: [0.46620424493135054, 1.0388808522541937] User Vector: [-0.4396568495444514, -0.7355107004808943] Predicted: -0.9690778729284378 Movie Vector: [0.749583103600743, -0.3068039845238729] User Vector: [1.320024085939361, 0.359514808171492] Predicted: 0.8791671755238106 Movie Vector: [1.4657074718354286, 0.2980382883258884] User Vector: [0.8426466681164488, 0.07313264235979192] Predicted: 1.2568698451251694 Movie Vector: [-0.42580592381859317, -0.3040169196703999] User Vector: [-0.06287065191668273, 0.37252794539455686] Predicted: -0.08648410242953582 Movie Vector: [-0.07536283190380191, 0.6791661250861248] User Vector: [-0.4591092098229448, 0.38554449216137554] Predicted: 0.2964485289949132 Movie Vector: [-0.3757989033248443, 1.4630374366270438] User Vector: [0.5135501644234354, 0.9539774055049839] Predicted: 1.202713069357509 Movie Vector: [0.7915829708054012, -0.01028116701085438] User Vector: [-0.3700354211834098, -0.7259998643737149] Predicted: -0.28544961214810766 Movie Vector: [0.7149033773411074, -0.6101739580842525] User Vector: [0.05811784416987199, 1.132384189576149] Predicted: -0.6494026999448816 Movie Vector: [-0.8204573734409065, -0.21665251942850947] User Vector: [0.05046919022464666, -0.03188162232957077] Predicted: -0.03450058545023334 Movie Vector: [1.2143256375387088, 0.1596555051038393] User Vector: [0.08074820117967049, -0.3888048904592032] Predicted: 0.0359797697045003 Movie Vector: [-0.26738046433174634, 0.0011346116333013773] User Vector: [-0.9383964128761006, 0.22748124944126646] Predicted: 0.2511669714740309 Movie Vector: [0.530300274456701, -0.2356413370104238] User Vector: [1.615021821839396, 0.4809369307816606] Predicted: 0.7431178939879128 Movie Vector: [1.6046959367249816, 1.080146147012273] User Vector: [0.4646063196421556, -0.5662240596728929] Predicted: 0.13394713690519244 Movie Vector: [2.48995899377863, 1.0463387223315297] User Vector: [0.47997142954673455, 1.249291802665642] Predicted: 2.5022915663770995 Movie Vector: [1.4038029552780342, -0.34233463574901957] User Vector: [0.40931605236528756, -0.3915073740926138] Predicted: 0.7086256182561794 Movie Vector: [-0.07765266574194016, -0.5821521635355763] User Vector: [1.0546060732959734, 0.7028730978991153] Predicted: -0.49107206753199517 Movie Vector: [0.7036732564001595, -0.7948706485419194] User Vector: [0.8161484587301959, 0.6414891031828784] Predicted: 0.06440098418109941 Movie Vector: [-0.032355679924987946, 0.04640603361907529] User Vector: [0.16968377914354968, -0.5095854802385519] Predicted: -0.029138074974173905 Movie Vector: [1.0040960590769323, -0.16716716045268146] User Vector: [0.5925749229392672, -0.8540039087894212] Predicted: 0.7377635532789533 Movie Vector: [-0.7977838035544396, -0.18697896030460764] User Vector: [-1.379922782218202, 0.1239727845598265] Predicted: 1.0776997434463984 Movie Vector: [0.8849414252353487, -0.652394664157161] User Vector: [0.42737694796257225, -0.741718389643973] Predicted: 0.8620966851537022 Movie Vector: [-1.1397520988656198, 0.9267611975522057] User Vector: [-0.6108515380415377, 0.2639653132235498] Predicted: 0.9408521323734347 Movie Vector: [-1.8885605936392071, -0.5582632131877036] User Vector: [0.03941357328238521, 0.6480310290972354] Predicted: -0.43620680590478067 Movie Vector: [0.17458754257316278, -0.04759800860729421] User Vector: [1.2048480570557074, -0.3444553183204295] Predicted: 0.22674684866164985 Movie Vector: [-0.6451251253040734, -0.19293458101096392] User Vector: [-0.5457765931077844, -0.4335279819354748] Predicted: 0.4357367325679392 Movie Vector: [-0.46752697774407864, -0.30381054172860844] User Vector: [-0.04656292113876054, 0.4746706336750176] Predicted: -0.12244052056452835 Movie Vector: [0.9201117332739931, 1.0321683658555934] User Vector: [0.2714053509518498, 0.7970046655407033] Predicted: 1.0723662510945742 Movie Vector: [0.08057460202622853, -0.20003401576640784] User Vector: [0.06353353613436609, 1.107181415272111] Predicted: -0.21635475528946962 Movie Vector: [0.373842067317912, 0.3354275467778017] User Vector: [-0.2884590534917194, -0.039044861445165724] Predicted: -0.12093485098274365 Movie Vector: [1.193094423235521, 0.239523735696899] User Vector: [0.4831563338361368, 1.0723048183800554] Predicted: 0.8332935833549902 Movie Vector: [0.4850194859555789, 0.270544753299303] User Vector: [-0.2014215435309341, -0.12205248321436869] Predicted: -0.13071403246455163 Movie Vector: [1.072002673340489, 0.559172095856785] User Vector: [0.6685319367486788, -0.6308936839849428] Predicted: 0.3638898798714098 Movie Vector: [0.3907354247597316, -0.08645422617382542] User Vector: [-0.007574098734088236, -1.4701542092664113] Predicted: 0.12414157583228369 Movie Vector: [0.6620874012447566, 0.47601678811396403] User Vector: [0.3465109584977639, 1.0538194595232864] Predicted: 0.7310562943888825 Movie Vector: [0.7060853393112837, -0.08640280876380907] User Vector: [0.8337856830936476, -0.34433655814017583] Predicted: 0.6184754927434425 Movie Vector: [0.08581199855959323, 0.39565736494538495] User Vector: [-0.6007672496649745, 0.3701772339412966] Predicted: 0.09491031058108314 Movie Vector: [1.369039548394282, -0.2993815730476211] User Vector: [0.0048498033481127745, -0.7137358881444504] Predicted: 0.22031894551872788 Movie Vector: [0.9943650398104574, -0.2401364655159474] User Vector: [0.2814844045704683, -0.23450476955514835] Predicted: 0.33621139766434166 Movie Vector: [-0.8040469729123534, 0.44096361244761884] User Vector: [-0.6873967743120466, -0.6119367536938665] Predicted: 0.28285745407700114 Movie Vector: [0.703061616203907, 0.06209277694195005] User Vector: [-0.06965250417545757, 0.29322102818255336] Predicted: -0.03076309426061804 Movie Vector: [-0.9108522223481827, 0.2641416015477278] User Vector: [-0.4461816498293826, -1.2035001552880848] Predicted: 0.08851108883733794 Movie Vector: [2.252749909267653, 0.12397186295001988] User Vector: [-0.38575769491134454, 0.30889752614499144] Predicted: -0.8307210104339833 Movie Vector: [-0.5156512464703743, -0.6204215779613267] User Vector: [-1.1731384990651232, 0.7564215471458853] Predicted: 0.13563007944111666 Movie Vector: [-0.4740695255714569, -0.2371146548057072] User Vector: [-0.6363723766161246, -0.3569020150801442] Predicted: 0.38631144877437634 Movie Vector: [-0.14047472904687963, 0.2070680016525133] User Vector: [-0.6529502424922617, -1.7827837853659805] Predicted: -0.27743446741904193 Movie Vector: [0.7906264854626673, -0.7567089244964719] User Vector: [-0.6258361073466976, 0.0971500195686005] Predicted: -0.568316888849723 Movie Vector: [0.6117611158636017, 0.20158193682701253] User Vector: [-0.37741349457224305, -0.6901712385885347] Predicted: -0.3700129555984718 Movie Vector: [-0.10843934843172442, 1.288054618970497] User Vector: [-0.5655187763577396, -1.168893114813352] Predicted: -1.44427368798401 Movie Vector: [0.03795874131757081, -0.7960623380366687] User Vector: [-0.07039402354817417, -0.23809554649887593] Predicted: 0.18686682889184542 Movie Vector: [1.5722707823204132, -0.04773933876239635] User Vector: [0.0759710096529216, 0.24479381020808197] Predicted: 0.10776070414820932 Movie Vector: [0.0642246434996449, -0.2748077165664494] User Vector: [-0.6343228753046336, -0.18810816524914947] Predicted: 0.010954414829513294 Movie Vector: [0.24062866750250184, 0.17874987325278274] User Vector: [-0.7164628527216297, 0.3498405386917898] Predicted: -0.10986754961560431 Movie Vector: [1.0057717741498642, -0.5675606266711907] User Vector: [0.8653880224816816, -1.6875307860302655] Predicted: 1.8281588771457078 Movie Vector: [1.2191962554642366, -0.3867028565319228] User Vector: [1.021735523389439, 0.1001262109515607] Predicted: 1.2069770324025095 Movie Vector: [-0.1891278380534421, 0.5039998384950424] User Vector: [0.16527333715343906, -0.5032598174880686] Predicted: -0.2849006556787386 Movie Vector: [0.25111860272980224, -1.3723297588329115] User Vector: [-0.5522409575728573, -0.23553161854771906] Predicted: 0.18454907164325268 Movie Vector: [-0.27849963651529175, -0.05966786308726035] User Vector: [1.0336127002958864, -0.24950854451344712] Predicted: -0.2729731196568636 Movie Vector: [-0.12996201108559843, -0.01907580078479281] User Vector: [0.20532433531356237, 0.341425566715231] Predicted: -0.03319732963565906 Movie Vector: [0.13726140232081724, 1.1443744248357344] User Vector: [-0.3354096156455356, -0.5032081069813534] Predicted: -0.6218972821948576 Movie Vector: [1.7476039884306627, 0.7745475813901563] User Vector: [0.973971387355307, -0.2908521738494094] Predicted: 1.476837433362351 Movie Vector: [0.5223716599881273, -0.20377903172348028] User Vector: [0.8206913128493173, -0.3863808336815376] Predicted: 0.5074421955950682 Movie Vector: [0.5941507638454534, 0.18542414016740794] User Vector: [-0.46330365266270246, -0.05840985761882392] Predicted: -0.2861028167482044 Movie Vector: [0.7950501109917336, 0.2464847128660169] User Vector: [-1.3135780594038764, 0.6671068146945781] Predicted: -0.8799287502544018 Movie Vector: [0.6107449251551956, -0.280488626619953] User Vector: [-0.11225505422819372, 0.43198226810195456] Predicted: -0.18972531779698015 Movie Vector: [0.29431939119816886, 0.48508013867498484] User Vector: [0.9113165873806021, -0.07609658036727812] Predicted: 0.23130520342940025 Movie Vector: [1.2619450650525916, 0.39232909040025576] User Vector: [0.6265100035074712, -1.2966551968423794] Predicted: 0.2819056531923999 Movie Vector: [0.16058449585392454, -0.05405645681499133] User Vector: [0.06300448753559325, 0.2200408719780023] Predicted: -0.0017770860261738016 Movie Vector: [-0.4858788876630255, -0.14018614944611302] User Vector: [-0.11006062001104866, 0.3003768668311021] Predicted: 0.011367455282731177 Movie Vector: [0.9889527008273331, 0.26564392329677033] User Vector: [1.4590248855489416, 0.30262185131671926] Predicted: 1.5232962569970216 Movie Vector: [-0.46365981380013577, -0.16839949817671362] User Vector: [-0.02621276580855518, -0.7499163308858565] Predicted: 0.13843933990968182 Movie Vector: [0.6077809760845891, 0.20520362401917958] User Vector: [0.1011714189660913, 0.6402550040221773] Predicted: 0.19287271089283906 Movie Vector: [0.03156449164863362, 0.8566710209728388] User Vector: [0.03339445015316084, 0.27770945925148494] Predicted: 0.23895972483375472 Movie Vector: [-0.20589255078210011, -0.6447638825046387] User Vector: [0.9705280763064131, -0.22119803179033065] Predicted: -0.05720399945685403 Movie Vector: [-1.0850491764575318, 0.2935760039403307] User Vector: [0.3459624209051849, -0.15029668969080953] Predicted: -0.41950974145331266 Movie Vector: [-0.028945258491936767, 0.49366664409186667] User Vector: [-1.1641222113699239, -0.5421751849762377] Predicted: -0.2339579857527988 Movie Vector: [0.6338303393010128, -0.6714131652371189] User Vector: [-0.4149987836240248, -1.2834893811182573] Predicted: 0.5987128480909167 Movie Vector: [0.033670442190404444, -0.3040658512604154] User Vector: [-0.09583921484247453, 1.5525492867138833] Predicted: -0.47530416923133495 Movie Vector: [0.10407013470761203, -0.04971334952301974] User Vector: [-0.16199007696251347, 0.7463103200703419] Predicted: -0.05395991492507886 Movie Vector: [-0.013708555873900475, -1.0179757120409696] User Vector: [1.2298352963437509, 0.03412143421080936] Predicted: -0.05159405716223102 Movie Vector: [0.9261165957288571, 1.5167912991223764] User Vector: [1.023574854506219, 0.10992274408042299] Predicted: 1.1146795215258012 Movie Vector: [-1.1052935343150883, -0.9594784172237758] User Vector: [0.29180301396167657, -0.6839802306930265] Predicted: 0.33373628453220155 Movie Vector: [0.7786504915323866, -0.6076565930928757] User Vector: [0.9699078770519817, 0.1280646208828446] Predicted: 0.6773999339862591 Movie Vector: [0.248419428147438, 0.1730797762844282] User Vector: [-0.1776083131283136, 0.12597478104188714] Predicted: -0.022317668661357117 Movie Vector:
avg loss: 14.543538557004624: 29%|█████████████ | 20281/70000 [00:32<01:18, 634.23it/s]
[0.5234685382254783, 0.2856544708925074] User Vector: [0.24248935443119501, 0.4014806059306098] Predicted: 0.2416202779600492 Movie Vector: [1.7044055173422918, 0.3692887455288936] User Vector: [0.947986212892911, -0.015659831853165218] Predicted: 1.6099699319588532 Movie Vector: [-0.04470579687551168, 0.6223354880555529] User Vector: [0.1623070018367364, 0.043005621615049866] Predicted: 0.019507860661348058 Movie Vector: [-0.7098673509905098, 1.0112214232235222] User Vector: [1.248834552292687, 1.225566563604067] Predicted: 0.3528122892414369 Movie Vector: [-1.236938022474583, 0.28449010722816004] User Vector: [-0.5476304094814701, -0.4074296072783016] Predicted: 0.5614751830884246 Movie Vector: [0.31220607878098716, -0.559482988721811] User Vector: [0.1616494495730039, -0.8634180565341045] Predicted: 0.5335356555743709 Movie Vector: [-0.66109802931204, 0.025498522072654666] User Vector: [0.7556878581099442, -0.23922312226441375] Predicted: -0.5056835898348692 Movie Vector: [-0.948415364923314, -0.23544449830105244] User Vector: [0.28316809477479443, -0.9926335385629039] Predicted: -0.034850866456734936 Movie Vector: [0.3073689664130861, 0.3264299681501163] User Vector: [-0.5872058127917156, -0.9112920884833937] Predicted: -0.47796189116863297 Movie Vector: [0.9452894646118779, -0.7571294908667436] User Vector: [-0.10167439266547719, 0.8047396046303896] Predicted: -0.7054038193415982 Movie Vector: [0.40908130261396203, 0.7321975034967914] User Vector: [-0.2061356773812073, -0.6479939597741585] Predicted: -0.5587858110459548 Movie Vector: [0.6716554755830555, 0.26685447346941477] User Vector: [0.33154092995893336, 0.9673469072277728] Predicted: 0.48082213057735 Movie Vector: [0.48394258039470145, 0.17152991708759524] User Vector: [0.3066572451929318, -0.1584708570454929] Predicted: 0.12122200556558453 Movie Vector: [-0.869752557483012, -0.9289785646124592] User Vector: [0.11096593971331725, -1.0353827932716653] Predicted: 0.8653355112587868 Movie Vector: [-0.2787221420102087, -0.530806635470064] User Vector: [0.591897012403448, -0.23290571651009317] Predicted: -0.04134690338406499 Movie Vector: [-0.8754468218390957, -1.1010082577833573] User Vector: [0.1427876891912002, 0.06335207158048112] Predicted: -0.1947541826579769 Movie Vector: [-0.15201257063285364, -0.018700940786543167] User Vector: [0.9730035429219605, -0.3613724792244252] Predicted: -0.1411507644585791 Movie Vector: [-0.5691314748477816, -1.9195193510965693] User Vector: [1.042924861419151, 0.41359883865871777] Predicted: -1.3874723389313763 Movie Vector: [1.1577354051165987, 0.7876239944373152] User Vector: [-0.3806532271954911, -0.6843494773560171] Predicted: -0.9797057871423478 Movie Vector: [1.3409691595729485, 0.6616601004492745] User Vector: [-0.6921305307323231, -0.38479048871685134] Predicted: -1.1827262095272193 Movie Vector: [-0.551966373414885, -0.14382137469172745] User Vector: [0.4644045571785294, 0.30812337793352507] Predicted: -0.3006504270122367 Movie Vector: [0.6308313953330922, -0.6034046162892412] User Vector: [-0.43412213576127545, 0.9677785594155949] Predicted: -0.8578199229443891 Movie Vector: [-0.47387200853753786, -0.033770384762556296] User Vector: [0.20749898421628837, -0.332191897794256] Predicted: -0.08710971221655564 Movie Vector: [0.76342736209092, -0.2601393105737264] User Vector: [1.0953958922493243, -0.31598773739079306] Predicted: 0.9184560286197239 Movie Vector: [0.1272408764129058, 0.5076508145093501] User Vector: [0.17699056898139817, -0.09193321101826239] Predicted: -0.0241495343398689 Movie Vector: [-0.35435361627174133, 0.16577174146856252] User Vector: [0.8557764582555031, -0.40006767296932083] Predicted: -0.36956739755646006 Movie Vector: [0.5751782812818315, 0.07812650677609496] User Vector: [0.9364718523383382, -0.30747217148212885] Predicted: 0.5146165438080192 Movie Vector: [-0.007849836157892635, -0.7966964463710546] User Vector: [-0.022465100600987914, -0.14447858317101586] Predicted: 0.11528192114806153 Movie Vector: [0.9321817929024534, -0.1984902356197854] User Vector: [-0.47166916553598437, 0.498734193734255] Predicted: -0.538675276012094 Movie Vector: [0.23685537290973208, 0.23157593559796746] User Vector: [-0.5997242665314478, 0.274768001078179] Predicted: -0.07841825787025898 Movie Vector: [1.0490275553679285, -0.1515852812031454] User Vector: [0.9948446200482727, -0.5426318674277117] Predicted: 1.1258744239539928 Movie Vector: [0.005756142663257163, 0.04128021382116183] User Vector: [-0.683364092396831, -0.3762114788794249] Predicted: -0.019463631496901578 Movie Vector: [0.005090122435550792, 0.4326866279928918] User Vector: [0.35212057150793874, -0.7191518502067177] Predicted: -0.3093750522597424 Movie Vector: [-1.2047718648524044, -0.580689159964938] User Vector: [0.025603554412049145, 1.4798608836357665] Predicted: -0.8901856153792784 Movie Vector: [0.36083603785156243, -1.2892895701573426] User Vector: [0.3513554451729433, 0.23643222834507788] Predicted: -0.1780478993405914 Movie Vector: [0.11740444244180075, 1.1141093265546789] User Vector: [-0.01811703368016821, -0.15308361639219062] Predicted: -0.17267890500317776 Movie Vector: [-0.9937751062187894, 0.2858192482308294] User Vector: [0.9114643122605577, 0.31741347059473124] Predicted: -0.8150676641876471 Movie Vector: [1.0026158685892543, 1.0503406330622005] User Vector: [0.9077525715535516, -0.3771293523221464] Predicted: 0.5140128503279126 Movie Vector: [0.38534573552445994, 0.6575840047506794] User Vector: [1.0668233034933472, -1.1683771269841186] Predicted: -0.35721029966203166 Movie Vector: [0.3677188221278912, 0.7693431105624434] User Vector: [0.1186294220870226, -0.0030750392676300205] Predicted: 0.041256511084292256 Movie Vector: [-0.9610537277977828, 0.4923311991034479] User Vector: [0.732504436958147, 0.9479753893581189] Predicted: -0.23725825960380265 Movie Vector: [0.8284766602425429, -1.1933119483087289] User Vector: [-0.28463956469361584, -0.6596012203460597] Predicted: 0.5512927814277137 Movie Vector: [-0.32493362457163355, -0.01621201202889133] User Vector: [0.6357487943884094, 0.9975416312325863] Predicted: -0.22274831700253464 Movie Vector: [0.5774934750681533, -0.2297303395187541] User Vector: [1.7821714624134273, 0.524388617150272] Predicted: 0.908724415938721 Movie Vector: [0.6767960618065387, -2.2053359329970874] User Vector: [-0.1155220425160885, -0.24860206676516197] Predicted: 0.47006620742781646 Movie Vector: [0.13536092577422326, 1.0808501740910652] User Vector: [-0.132643329649885, 0.15730296394254362] Predicted: 0.1520662120631549 Movie Vector: [-0.19771475544941086, -0.5626822540560429] User Vector: [0.2377037813236787, -0.7646563968313507] Predicted: 0.38326103995362504 Movie Vector: [-0.5595946975840252, -0.5486715300843839] User Vector: [0.8670126622480859, -1.1713929776223821] Predicted: 0.1575342888299366 Movie Vector: [-0.7170459990716248, 0.9856768052616872] User Vector: [0.00587217518818324, 0.31551170535212153] Predicted: 0.30678195002961145 Movie Vector: [-0.006922023241430514, -0.1442237285985878] User Vector: [1.6137481855968099, 0.3441822863261538] Predicted: -0.06080965509806209 Movie Vector: [-0.0027987599496156756, -0.2790672193920418] User Vector: [0.4820963190917161, 0.157325767121647] Predicted: -0.04525373623908898 Movie Vector: [0.6425295910471914, 0.37591811571508094] User Vector: [0.4148788189046437, -1.5428077324779612] Predicted: -0.31339745785882933 Movie Vector: [0.0568164211421132, -0.21507418296659495] User Vector: [-0.11672474342926079, 0.43299030043799647] Predicted: -0.09975691727954455 Movie Vector: [0.41163777034620935, 0.11554245137020909] User Vector: [0.1875853161895111, 0.33882183665518173] Predicted: 0.1163655068908353 Movie Vector: [-0.8873076557176356, 0.5877701587418641] User Vector: [1.1003846449520545, 1.437036673292773] Predicted: -0.1317324461209166 Movie Vector: [-0.8134996149859779, 0.6893627957341792] User Vector: [-0.2526132411528126, 0.5617071757283518] Predicted: 0.5927208034622196 Movie Vector: [-0.5971968438095074, 1.0175695625531023] User Vector: [-0.09896737700810299, -0.8439934572444667] Predicted: -0.7997190478965877 Movie Vector: [0.3448737559151856, -0.8495566696935077] User Vector: [0.5624392245439247, 0.5833730969072785] Predicted: -0.30163797755484767 Movie Vector: [-0.07839233200560877, 0.07083390784093302] User Vector: [0.535492506298453, 1.0532188307169112] Predicted: 0.03262509925107305 Movie Vector: [-0.5282318321804242, 1.405353701748218] User Vector: [1.1213686370264604, 0.009865081559081862] Predicted: -0.5784786807990485 Movie Vector: [-0.5568017155541303, 0.5402718106518155] User Vector: [-0.10448421979488323, -0.8597257046472015] Predicted: -0.40630857028352574 Movie Vector: [0.7139421169551811, 0.1400989740802931] User Vector: [0.31638457413148374, 0.2456180045168581] Predicted: 0.2602911030758555 Movie Vector: [1.3071684613049852, 0.08913301245321426] User Vector: [1.376767934576781, 0.7451735196313686] Predicted: 1.8660871832198815 Movie Vector: [-0.3162886769362034, -1.8192479974756102] User Vector: [0.9936772143642694, 0.3707303167485539] Predicted: -0.9887392377812323 Movie Vector: [-0.4964872686883765, 0.8900047840185881] User Vector: [0.9802184565209975, 0.15587534021339935] Predicted: -0.34793618569559576 Movie Vector: [-0.844356375371245, 0.3045261662190176] User Vector: [0.9800617345660042, -0.26098170739201243] Predicted: -0.9069971326435895 Movie Vector: [-0.6898526220249324, 0.5139793364597791] User Vector: [0.34293139099620545, 0.5356653374388551] Predicted: 0.0387487954479368 Movie Vector: [0.2761677890711276, -0.36526810358660167] User Vector: [-0.5672164652698032, 0.8574601595872612] Predicted: -0.4698497635318053 Movie Vector: [0.830431200560617, 1.2749892464805184] User Vector: [0.25184267634508534, -0.34748327855031813] Predicted: -0.23389942741380207 Movie Vector: [0.4333845579082898, -0.12158576812236524] User Vector: [0.18891744415689868, 0.6504144645345229] Predicted: 0.0027927607487747003 Movie Vector: [0.2260404509049601, 0.0539513957041034] User Vector: [1.2305632265343704, 1.444488494840093] Predicted: 0.3560892369680343 Movie Vector: [0.006972280826234342, -0.4342211783323108] User Vector: [0.2668721993081805, 0.6285443064707341] Predicted: -0.27106654147149584 Movie Vector: [1.2785343561526645, 0.9459022587982536] User Vector: [1.5053724360045064, -0.014597901421001699] Predicted: 1.91086219030915 Movie Vector: [-1.7517953066777912, -0.7633336606794671] User Vector: [0.6136783975935448, 0.4571513114937487] Predicted: -1.4239979208008617 Movie Vector: [-1.590214690218043, -0.07305437659743078] User Vector: [0.585470783434805, 0.20998451191525797] Predicted: -0.9463645281245782 Movie Vector: [-0.54182863698818, 0.17495514475098686] User Vector: [0.08469623623673517, 0.2127389274741471] Predicted: -0.00867107638777001 Movie Vector: [-0.24563954958845077, 0.308143174787021] User Vector: [0.4205145803468478, -0.6111448303996465] Predicted: -0.2916151204057987 Movie Vector: [1.5959500815798975, 1.1245766376300215] User Vector: [0.30336845240456634, -0.2776194269996233] Predicted: 0.17195658460782537 Movie Vector: [-0.010766082841003017, -0.8154515455106701] User Vector: [0.8020456305887059, -0.3749316154723326] Predicted: 0.2971036755965434 Movie Vector: [-0.10702284008448192, -0.08846161249295603] User Vector: [-0.871568556221024, 0.15126551176515546] Predicted: 0.07989655112978758 Movie Vector: [0.08496032717186379, -0.25042820026554324] User Vector: [0.6797687025164086, 0.30841418270816334] Predicted: -0.019482237344986345 Movie Vector: [-1.6036005674693186, 0.3873761159294299] User Vector: [-0.08567779155070226, 0.3605178992183529] Predicted: 0.27704897867246736 Movie Vector: [-0.007635327611412751, 1.0693271951938599] User Vector: [-0.3775377882735347, 0.07796287658966197] Predicted: 0.0862504488520249 Movie Vector: [1.664617318992987, 1.0071188830802333] User Vector: [0.6467854096617279, -0.9203936800163242] Predicted: 0.1497043395827402 Movie Vector: [0.7230587669724158, 0.0764546829094887] User Vector: [0.8724760730438976, -0.12960922106187636] Predicted: 0.6209422416896243 Movie Vector: [0.2800406671855723, 0.9828600608680902] User Vector: [-0.4563665433951105, -0.44164140196817064] Predicted: -0.561872886513845 Movie Vector: [1.3935922392804239, -0.36961271073102264] User Vector: [0.8783913715496099, 0.2489277129418847] Predicted: 1.1321125516858999 Movie Vector: [0.16575793835363173, 0.19606393886260248] User Vector: [0.47231287090873786, -0.07403638753712585] Predicted: 0.06377374198003041 Movie Vector: [0.9822605765020174, -0.7227960703605082] User Vector: [-0.10175793077997226, -0.6641058375734712] Predicted: 0.380060285949991 Movie Vector: [-0.40967870842129084, -0.7512182108712571] User Vector: [0.47158096234369884, -0.14723732271861847]
avg loss: 14.538647371633846: 29%|█████████████ | 20345/70000 [00:33<01:28, 561.36it/s]
Predicted: -0.08258932142288147 Movie Vector: [0.013533646025037364, -1.1116302678414645] User Vector: [-0.3543334782214613, 0.4254161030080343] Predicted: -0.47770084039996275 Movie Vector: [-0.9046595414459632, 0.03530495395677705] User Vector: [0.6075353508602277, 0.8758529432663186] Predicted: -0.5186907040865009 Movie Vector: [0.16261786849952867, 0.10178891819051858] User Vector: [1.0210090277828494, -1.6584747253479404] Predicted: -0.0027800363226612446 Movie Vector: [-0.38767634405441154, 1.508261147826328] User Vector: [1.4590417166839333, 0.5963636140017726] Predicted: 0.33383611042927097 Movie Vector: [1.0345950796452579, -0.14474454935933231] User Vector: [0.053788031778430306, -0.27297090843819205] Predicted: 0.09515988415186044 Movie Vector: [0.3054855208130416, -0.7481509817155307] User Vector: [0.4129733608232262, -0.9971056223724937] Predicted: 0.8721429324650518 Movie Vector: [-0.7179404484756308, -0.8234756244637225] User Vector: [-0.4904546364339945, 0.23783032626052997] Predicted: 0.15626974520457368 Movie Vector: [0.8554149596129113, 1.0704258975776182] User Vector: [0.6966178021294346, -0.6237619018278829] Predicted: -0.07179360456464845 Movie Vector: [-0.5778769318115435, 0.32920649144555036] User Vector: [-0.36261917912845776, 0.5245793992196494] Predicted: 0.3822442021524891 Movie Vector: [0.49099878708186934, 0.9696916114918037] User Vector: [-0.5500206201038108, 0.16950831472956546] Predicted: -0.10568866646961655 Movie Vector: [-0.6446468813479684, -0.9512550015077674] User Vector: [0.235584808458036, -0.29840510296818273] Predicted: 0.13199033460849274 Movie Vector: [-0.3018203520685424, -0.7848938188586616] User Vector: [0.9149023167658447, -0.8122786088202532] Predicted: 0.36141631989953704 Movie Vector: [0.31679329070275175, 0.06646367689899142] User Vector: [-0.17540572555178213, 0.2815234468462057] Predicted: -0.0368562735949762 Movie Vector: [0.42843743758711805, -0.7628827649610292] User Vector: [0.6132474389752552, 0.6006317999723112] Predicted: -0.19547348692497568 Movie Vector: [-0.41599610264266784, -0.9509724330301226] User Vector: [0.6318563697463051, -0.5058872761400119] Predicted: 0.21823506658544117 Movie Vector: [-0.7552649070008564, 0.3688793846373143] User Vector: [-1.8696960811478744, 0.7101026858294351] Predicted: 1.674058078626081 Movie Vector: [0.35119688309686886, 0.2000926363073151] User Vector: [0.4746078511480959, -0.4110687824653165] Predicted: 0.08442896162939058 Movie Vector: [-1.1976154901734826, -1.8167393557672777] User Vector: [1.7066316681622646, 0.0562108824328084] Predicted: -2.146009044149829 Movie Vector: [-0.4676160272775738, 0.6053077670324598] User Vector: [0.46875196688051124, -0.254827675490291] Predicted: -0.3734451037603138 Movie Vector: [0.7270629741130344, -0.3732530032066914] User Vector: [-1.565761705468786, 1.2054020144744375] Predicted: -1.5883272843044123 Movie Vector: [-0.5489170893499581, -0.27909203678830197] User Vector: [0.02623408979673353, 0.3016895105374652] Predicted: -0.09859948018653544 Movie Vector: [0.5976908965882528, -0.5467115951796295] User Vector: [-0.7741919183419432, -0.6462873580145656] Predicted: -0.10939466936060394 Movie Vector: [-1.077495848455586, 0.20664889531317499] User Vector: [0.038736639749165525, 0.4226982988115835] Predicted: 0.04561156798732659 Movie Vector: [0.39163108350485665, 0.46252031622639866] User Vector: [-0.09848691868214679, -0.07121543457088231] Predicted: -0.07150912399246874 Movie Vector: [0.7708587686526767, -0.4507058671325618] User Vector: [-1.134806543598139, 1.383369341545591] Predicted: -1.4982682535029679 Movie Vector: [0.7241592932414233, 0.42004643572808387] User Vector: [0.5503147009420352, -0.8817341205011872] Predicted: 0.028146230318188914 Movie Vector: [0.20042805063710825, -0.05640250219077472] User Vector: [0.37522218383114897, -0.5331707477124954] Predicted: 0.10527721512698689 Movie Vector: [0.11693458927761072, -0.15852525114056137] User Vector: [0.055946170999553055, 0.678493431806669] Predicted: -0.10101629914688584 Movie Vector: [0.5823866831681737, 1.2424081238769813] User Vector: [-1.0721971979449434, -0.3092486364423531] Predicted: -1.0086463880272238 Movie Vector: [-0.22194961983934444, -0.11612458510778574] User Vector: [0.8235142723765237, -0.07600004711591872] Predicted: -0.1739532057467356 Movie Vector: [1.6642761445953294, -0.2951945254573287] User Vector: [0.9012025876079502, -0.025796308247419547] Predicted: 1.507464896975142 Movie Vector: [-0.4357088084225921, -0.0948670976933112] User Vector: [0.6032477393664735, 0.9959200462222264] Predicted: -0.35732039802267945 Movie Vector: [-0.5930395707412778, -1.0166237531530742] User Vector: [0.4379063088086129, 1.0096067833103228] Predicted: -1.2860860066585 Movie Vector: [0.6251137372356467, 0.31489257742019067] User Vector: [0.4157664908263352, -0.0864527726018366] Predicted: 0.23267800850808662 Movie Vector: [0.2706728821457546, 0.17961822265316585] User Vector: [0.5744630254022833, 0.5235490491344235] Predicted: 0.24953051244908603 Movie Vector: [0.9573841094970703, -0.5908107757568359] User Vector: [1.8768338324481557, -0.47588782798041057] Predicted: 2.078010544174693 Movie Vector: [1.012956094279189, 1.526117081143297] User Vector: [-0.0678118512691738, -0.5468567622060873] Predicted: -0.9032578737488915 Movie Vector: [0.32126792390518977, -1.252678842255444] User Vector: [1.0878745896268331, -0.05890653050896161] Predicted: 0.42329017531787394 Movie Vector: [-0.83717243319983, -0.10292444689446897] User Vector: [2.002719814738787, -0.5535732565521356] Predicted: -1.6196455990761844 Movie Vector: [1.063316758127721, 1.0251222113530314] User Vector: [0.13304765399557358, -1.484006331596377] Predicted: -1.379816052184906 Movie Vector: [0.7548045574105934, -0.6158488661334516] User Vector: [0.7026434889868913, 0.6346905952541279] Predicted: 0.13948502428936554 Movie Vector: [-0.10035673620358418, -0.48571219465769666] User Vector: [0.543826715038852, -0.04063998334340979] Predicted: -0.034837338681036015 Movie Vector: [0.7124728186193166, 0.7435186760436673] User Vector: [1.4729064926028457, -1.2690678045902066] Predicted: 0.10583022646888696 Movie Vector: [0.025674003256650937, -0.9337419957089134] User Vector: [-0.023484105993619348, -0.24789959207018125] Predicted: 0.23087132882127684 Movie Vector: [0.6435731327334765, -0.05317711927988685] User Vector: [-0.42408225673783206, -0.3283330876152818] Predicted: -0.2554681387417977 Movie Vector: [0.09505725548259711, -0.012082929294312025] User Vector: [0.9213183669098255, 0.39831123034483407] Predicted: 0.08276522895076936 Movie Vector: [-0.9190288037200026, 0.3386040860319925] User Vector: [0.18616926571128586, -0.21718593079845075] Predicted: -0.24463496115309133 Movie Vector: [0.7928342586688532, 0.23495317203547067] User Vector: [0.8654833794346998, -0.9407941916162417] Predicted: 0.4651422939715415 Movie Vector: [-1.0885963995146555, 0.7345069061284617] User Vector: [0.6531744232936854, 1.1064373791647124] Predicted: 0.1016425707425892 Movie Vector: [-0.3483172848442886, -0.011966672732801942] User Vector: [-0.7767814340943716, 0.015361106156570695] Predicted: 0.27038257871101473 Movie Vector: [-0.1693883657896995, 0.2090393918019292] User Vector: [0.2766517164880037, -0.13154365980554894] Predicted: -0.07435938878997005 Movie Vector: [-0.18818528266124573, 1.2372853487716582] User Vector: [0.26086013666997643, 0.01487055240304036] Predicted: -0.030690921937867693 Movie Vector: [0.9056044316533811, -0.13318651395295866] User Vector: [0.26175105159682743, 0.6115594002206312] Predicted: 0.15559144772547162 Movie Vector: [0.24136404467715816, -0.11492468298537212] User Vector: [-0.7620476009354449, 0.6140060635239657] Predicted: -0.25449534339989194 Movie Vector: [0.10399694913863816, 0.27130413418270816] User Vector: [-0.6570945421628913, 0.05297485816785698] Predicted: -0.05396352965190873 Movie Vector: [0.9717405975935376, -0.34097935029757387] User Vector: [-0.2023101142835914, 0.03825175619716829] Predicted: -0.20963601032900564 Movie Vector: [0.5553068378075563, 0.6918033091372764] User Vector: [-1.0971733385643854, -1.4178976127974101] Predicted: -1.5901741177160411 Movie Vector: [1.4520831866959956, -0.495051966982259] User Vector: [0.7893121163785215, 1.664579603810616] Predicted: 0.3220934461836892 Movie Vector: [-0.4373673201991039, -0.23551209097494813] User Vector: [0.781353568723674, -0.676338004877282] Predicted: -0.1824527387462063 Movie Vector: [-0.44495794324327226, -0.1365844099121389] User Vector: [0.8315358609302036, -0.45213824292616767] Predicted: -0.30824345130374514 Movie Vector: [-0.9996954468455878, 0.26662599098068185] User Vector: [0.4559715378619362, -1.1024105424808897] Predicted: -0.7497639736482764 Movie Vector: [0.4516591008650961, -0.5533077683470753] User Vector: [1.4766467542115107, -0.6206528678801925] Predicted: 1.010352998547535 Movie Vector: [0.19317390124005154, -1.52870519457361] User Vector: [-0.6828409979623541, -0.37246010380637357] Predicted: 0.43747463595719127 Movie Vector: [-0.55144992193531, -0.5484020027696148] User Vector: [0.39290393134435636, 0.5347716971407356] Predicted: -0.5099367120044069 Movie Vector: [-1.0586580950016353, 0.15038197106330947] User Vector: [0.8256655219889178, -0.13017426905627255] Predicted: -0.8936733517797265 Movie Vector: [1.4400182340659604, -1.1104853050819616] User Vector: [0.377666956163594, 0.594511741550537] Predicted: -0.11634924941079128 Movie Vector: [0.09548927235322435, -0.4020400778149616] User Vector: [-0.11329715000118365, 0.47932607694045404] Predicted: -0.20352695568518755 Movie Vector: [-0.45111077807060296, -0.3171055334008157] User Vector: [-0.10920463505649798, 0.34445975964875303] Predicted: -0.05996670792928155 Movie Vector: [0.33437297193091753, -0.9863291403396982] User Vector: [0.33466057461697274, -0.6210018394329272] Predicted: 0.724413661360036 Movie Vector: [-1.0343063987998813, -1.7056156628409072] User Vector: [1.0519320113482564, 0.11872903115688058] Predicted: -1.2905261056150326 Movie Vector: [0.4302052423763366, -0.22432099971327835] User Vector: [0.6401724253969987, -0.10382504675699324] Predicted: 0.2986956717143697 Movie Vector: [-0.26675091952914753, -0.24895851649822054] User Vector: [0.11216185276836611, -0.25303649165788394] Predicted: 0.033076312221006626 Movie Vector: [0.3885785829256738, -0.5868310194808062] User Vector: [0.5592406725820123, 0.669130988337294] Predicted: -0.17535787198585462 Movie Vector: [1.3949620638121072, 0.117030720471123] User Vector: [-0.7691423791126563, -0.5659691644439944] Predicted: -1.1391602196116652 Movie Vector: [-0.15260889249669313, 1.2393134109394024] User Vector: [1.3695061283529417, -0.09326956066314189] Predicted: -0.32458903087763435 Movie Vector: [0.04863350448791122, 0.015398223353476605] User Vector: [0.7399768671361053, -0.8785441549479833] Predicted: 0.02245964916503386 Movie Vector: [0.9979936395640812, 1.405454993513805] User Vector: [0.1569608932626125, 0.13124931517337363] Predicted: 0.34111097854206907 Movie Vector: [1.4539127597920887, 0.271529675092094] User Vector: [0.7619721405731296, 0.6167744510711102] Predicted: 1.2753135840898073 Movie Vector: [0.46736595580150553, -0.004592904845565529] User Vector: [0.7894051548380039, 0.11147449686967978] Predicted: 0.3684291029486694 Movie Vector: [0.9673140649341331, -0.5827458468521762] User Vector: [-1.6056384213984076, 0.920864588241859] Predicted: -2.0897866425285008 Movie Vector: [0.4738841920302136, -1.4289615754315381] User Vector: [1.434106031468189, -1.1439701987331603] Predicted: 2.3142896354364253 Movie Vector: [-0.3944785187983585, 0.5031309702220602] User Vector: [0.04161084028020781, -0.41439527692454137] Predicted: -0.22490968037417527 Movie Vector: [-0.3976923856594754, 0.054020606110659244] User Vector: [-0.1199969508413247, 0.5342802974578611] Predicted: 0.07658401915360619 Movie Vector: [0.6472058964970899, -1.5672183433085656] User Vector: [0.9378351634547221, -0.3656989752453626] Predicted: 1.1801025898638855 Movie Vector: [-0.12833732107513168, -1.4994564401820074] User Vector: [-0.019621253304403535, 0.29085601780696907] Predicted: -0.43360778998112864 Movie Vector: [2.037629823064485, 0.4186354332748095] User Vector: [0.4968689730544593, -0.3150490760413072] Predicted: 0.8805443311998093 Movie Vector: [0.39767142304025915, 0.023024767298004824] User Vector: [-0.5723699050647194, 0.2089673453864812] Predicted: -0.22280373015209948 Movie Vector: [0.3777546038772347, 0.39059679063245045] User Vector: [0.5457099392421564, 0.8782657220085247] Predicted: 0.5491922142693123 Movie Vector: [0.45534488264440925, 0.12585675674394903] User Vector: [-0.011721270803705927, -1.166424418549826] Predicted: -0.15213961498418446 Movie Vector: [-0.5822210425362712, 0.3311144006210911] User Vector: [0.9724356651587978, 0.4649467776037711] Predicted: -0.41222193318122713 Movie Vector: [0.7699706476924492, -0.8161478173653747] User Vector: [-0.1430047500124654, 0.7372412033912077] Predicted: -0.7118072590097512 Movie Vector: [-0.49233953152632765, 0.8504762916967568] User Vector: [1.7437287400284707, 0.7608308858091289] Predicted: -0.21143796060330422 Movie Vector: [0.20791464730891268, -0.1946432604542102] User Vector: [0.9511385172991379, 0.12605371244959088] Predicted: 0.17322012378262655 Movie Vector: [1.569724498670105, 0.30706584437121537] User Vector: [1.625568986903734, 0.07432750636973182] Predicted: 2.574518901524563 Movie Vector: [0.017210146800634096, 0.25886703577014136] User Vector: [-0.27187974250643565, -0.34090926713913006] Predicted: -0.09292926173153221 Movie Vector: [-1.0131088959727013, 0.3878277783811909] User Vector: [0.39073858686722535, -0.7196890299107823] Predicted: -0.6749761359506012 Movie Vector: [0.4460249928786529, -0.9146205910817006] User Vector: [0.8830771832639661, 0.3300111204778469] Predicted: 0.09203952830162865 Movie Vector: [-1.0248470306396484, 0.3537464141845703] User Vector: [-0.024590169456433997, 0.391721592786185] Predicted: 0.16377127095713356 Movie Vector: [-0.9389867631204278, -0.6852924013638056] User Vector: [1.888492285365974, 0.48209356134566855] Predicted: -2.1036443125502977 Movie Vector: [-0.4893918649540713, -0.4639363362145322] User Vector: [-1.0802016094974636, 0.05915970460064447] Predicted: 0.5011955435943961 Movie Vector: [0.3415886265129944, -0.00926281560190656] User Vector: [0.5178142098322672, 0.977318560927614] Predicted: 0.16782672311132243 Movie Vector: [0.6386509086582053, -0.2583779281538727] User Vector: [0.07335822785316201, -1.142908551402777] Predicted: 0.34215264245677107 Movie Vector: [-0.7051866397100944, -0.4975092333787539] User Vector: [-0.5041282821249071, 0.0346680689721402] Predicted: 0.3382568448374345 Movie Vector: [-0.23432210733869718, -0.6413065119658676] User Vector: [-0.34073767263243837, 0.6363841679950625] Predicted: -0.3282749415462982 Movie Vector: [1.708700347075838, 0.9215472482505661] User Vector: [-0.10927357968049989, 0.4209517625696572] Predicted: 0.20121113491600387 Movie Vector: [1.1767058352152595, 0.14970454661188026] User Vector: [0.0002914404926612213, 0.22748114684764378] Predicted: 0.03439790167990954 Movie Vector: [0.3676256543281398, 0.2679781856838386] User Vector: [-0.5294997710469375, 0.596753320764152] Predicted: -0.03474082759854738 Movie Vector: [0.07337400471651973, 0.29322735109986486] User Vector: [0.7486817448287485, -0.8757880374856003] Predicted: -0.2018712284806149 Movie Vector: [2.1515338619181255, 0.2050211512594306] User Vector: [0.3795912311994781, -0.9430416922828518] Predicted: 0.6233598941753971 Movie Vector: [-0.7761236344642766, 0.35478272142856354] User Vector: [1.8594576733413215, 0.9806134480798678] Predicted: -1.0952643397869313 Movie Vector: [-2.2644482999149442, 2.043553050015686] User Vector: [-0.12576945249728377, -0.5784577618000398] Predicted: -0.8973107005430109 Movie Vector: [0.7396491608292768, -0.6598295869452847] User Vector: [-0.8076469637767391, -0.32630789204755484] Predicted: -0.38206779737705365 Movie Vector: [1.2170884975042116, -0.013856559223561299] User Vector: [0.6886158963469855, -0.282415796346127] Predicted: 0.8420197978502078 Movie Vector: [1.420056227470219, 0.9445298925472196] User Vector: [0.37269157062506447, -0.16193986381347347] Predicted: 0.3762859436249283 Movie Vector: [1.3927892682810854, 0.32731952837853506] User Vector: [0.9817204652619105, -0.29048480007544775] Predicted: 1.2722483807068743 Movie Vector: [0.5512676482803534, 0.13673843123252316] User Vector: [0.9646571572289158, -0.2944948495963135] Predicted: 0.49151551872253774 Movie Vector: [0.23331524043225818, -0.8412221642866153] User Vector: [-0.44158101772166336, -2.007122715472955] Predicted: 1.5854085333789365 Movie Vector: [-0.0016153811010886227, -0.4930911021583781] User Vector: [1.7797895590321196, -0.09078300445490203] Predicted: 0.04188925330634125 Movie Vector: [1.0238372515761374, 1.4270651940400827] User Vector: [-1.3646358734857826, 0.6187147285264774] Predicted: -0.5142187879917908 Movie Vector: [-0.7912587859597499, 1.8682849633300072] User Vector: [0.1500653285102697, 0.8579152827195791] Predicted: 1.4840897128643145 Movie Vector: [-0.4015557291185995, 0.3765199234143374] User Vector: [-0.1500647908490568, -0.009001378126148776] Predicted: 0.05687017830174211 Movie Vector: [-0.5712580378860627, -0.37764078369757115] User Vector: [0.2607330460019693, -0.03356453712560146] Predicted: -0.13627051016658315 Movie Vector: [0.8915587332898353, 0.12763809874723464] User Vector: [1.233889778828301, 1.836045415363748] Predicted: 1.3344345542620404 Movie Vector: [0.3839800023753432, -0.46202587610418666] User Vector: [0.7160059997893562, 0.33437176517894396] Predicted: 0.120443577748572 Movie Vector: [0.6597912226482916, 1.0891766114959829] User Vector: [-1.1572544992088116, -0.013885308827970747] Predicted: -0.7786699145670427 Movie Vector: [-0.038827456827552266, 0.5618587051453622] User Vector: [0.09608884850624018, 0.9853621405041585] Predicted: 0.5499034107459437 Movie Vector: [-0.5105090592957554, 0.25952194843256304] User Vector: [-0.36517635636843054, 0.4760585923178556] Predicted: 0.30997349161309207 Movie Vector: [-1.7836236575128834, -0.011228338361533328] User Vector: [1.6305864306333735, 0.29386841328485275] Predicted: -2.9116521872753043 Movie Vector: [0.39247262964890484, -0.27157537291171874] User Vector: [0.34057847588385876, 0.7062289227825926] Predicted: -0.05812665303376985 Movie Vector: [0.6619706908146924, -0.7367373811148425] User Vector: [-0.49663663378507417, -0.12771501856311712] Predicted: -0.23466646724536455 Movie Vector: [-0.057863323069596205, -1.0259103959533207] User Vector: [0.6444097651256812, 0.38881020070802386] Predicted: -0.43617211738772876 Movie Vector: [-0.347996087956076, 0.9130356044801299] User Vector: [0.6704496705799691, -0.017383553648094553] Predicted: -0.24918566594636987 Movie Vector: [0.5554669692381964, -0.4353964229512056] User Vector: [-0.5609740582137049, -0.03392615276959096] Predicted: -0.2968312343768422 Movie Vector: [0.49967141426332806, -0.37799957425143704] User Vector: [1.5170856521186837, -0.6701927892779376] Predicted: 1.0113769223661895 Movie Vector: [-0.8167929762164238, 0.9366891042277462] User Vector: [0.011337949555812604, 0.23642613923963596] Predicted: 0.21219703101851514 Movie Vector: [0.402721611453268, -0.4018500319681987] User Vector: [0.20205172079410239, -0.18926691559392736] Predicted: 0.15742751067704874 Movie Vector: [-0.6974913208014114, -0.13629293682898855] User Vector: [1.5232626572484325, 0.06190884677731931] Predicted: -1.0709002212746537
avg loss: 14.530103160199058: 29%|█████████████▏ | 20508/70000 [00:33<01:28, 558.36it/s]
Movie Vector: [-0.6188794937199971, 0.18327077499176994] User Vector: [0.2907729447195191, 0.11370123538536762] Predicted: -0.15911529928889068 Movie Vector: [-0.31202636819547314, -0.6683968446935991] User Vector: [0.11849438564902832, 0.42020809347189053] Predicted: -0.3178391365969446 Movie Vector: [-0.9670592035470529, -0.5916836970038049] User Vector: [-0.5198923739976593, -0.5907594511020577] Predicted: 0.852309441196367 Movie Vector: [-0.04866734779505582, -0.011356461502822723] User Vector: [-0.32463537057437697, 1.455848890426281] Predicted: -0.0007341493917332013 Movie Vector: [0.14895664397531394, 0.16708551649109496] User Vector: [1.1251247230336074, -0.9201509214378919] Predicted: 0.013850910838533653 Movie Vector: [-1.1113008106642992, -0.564072669971255] User Vector: [0.5613489279187317, 0.976138035480873] Predicted: -1.1744403065958133 Movie Vector: [0.6027037037983022, 1.41468405599425] User Vector: [0.9422025774694897, -0.30990089420376365] Predicted: 0.12945712920074282 Movie Vector: [-0.3526853844157616, -0.5799593110827831] User Vector: [0.09436818224554788, -0.5067874373398149] Predicted: 0.26063381439312044 Movie Vector: [0.0626796662399714, 0.1234218011076632] User Vector: [0.8657824219892636, 0.1107239211890261] Predicted: 0.06793269902557367 Movie Vector: [0.5450267413871821, 0.2623337187952672] User Vector: [0.1563109644090714, 0.12647459297319752] Predicted: 0.11837220588274067 Movie Vector: [1.1813911816783358, 0.45594214494895624] User Vector: [1.0008010886479843, -0.2987343267477169] Predicted: 1.0461320110355707 Movie Vector: [0.18108145763523492, -0.1418517938298349] User Vector: [-0.10812557390466951, 0.4575521037492306] Predicted: -0.08448412321774697 Movie Vector: [0.48429006783252637, 0.15305492865094183] User Vector: [1.001751379083496, -0.4111466808423089] Predicted: 0.422210217426282 Movie Vector: [0.9048453880802917, 1.1471495255619084] User Vector: [0.7063137974260725, 2.0185478447432064] Predicted: 2.954680984559641 Movie Vector: [1.224918105234584, 0.9811339448951011] User Vector: [-0.07398557382607052, 0.2919365683384419] Predicted: 0.19580260804731003 Movie Vector: [0.44803780593480014, -0.1418427273979191] User Vector: [-1.1566537324247932, 0.9086085315045975] Predicted: -0.647104112747532 Movie Vector: [0.169095140068977, -0.02433334267781595] User Vector: [-0.4590854354506306, 0.8602666788188571] Predicted: -0.09856227990115755 Movie Vector: [-0.8484936552980873, -1.089049671257455] User Vector: [0.15569347125746238, -0.2101242104590526] Predicted: 0.09673077979037159 Movie Vector: [1.2192088117153015, -0.061477199453482234] User Vector: [-0.5229060890511061, -0.22006150919713502] Predicted: -0.6240029461777482 Movie Vector: [-0.6594655041847517, -0.45462186550019534] User Vector: [0.6719589912008792, -0.3312712804920335] Predicted: -0.29253060739983816 Movie Vector: [0.48705285596206715, 0.5665014267379671] User Vector: [0.3606690330906227, 0.6119945618990786] Predicted: 0.5223606750955703 Movie Vector: [1.51380111316971, 1.4963776276725829] User Vector: [0.44390564842662006, 1.1238427032704528] Predicted: 2.353677942927522 Movie Vector: [0.45505054245988896, -0.2889528412739174] User Vector: [1.3398074449401904, 0.14790889256142198] Predicted: 0.56694140985653 Movie Vector: [-0.8605425729771792, -0.23340716540350256] User Vector: [0.5048812671592835, -0.39382065780574826] Predicted: -0.34255126127344593 Movie Vector: [0.47921600769430267, -0.2322697097777242] User Vector: [0.8568356847360799, 0.5306895375403351] Predicted: 0.28734627122267004 Movie Vector: [-0.145972263463629, 0.43916279780490663] User Vector: [-0.36528815571695383, 0.5691929633203359] Predicted: 0.3032903131690826 Movie Vector: [1.1609418445507493, -0.7039884124626266] User Vector: [0.7625556101989021, -0.8203433768360455] Predicted: 1.4627949482098734 Movie Vector: [0.629587304009802, -0.6688753343930969] User Vector: [-0.7924735175694986, -0.47131589254062184] Predicted: -0.18367969019785574 Movie Vector: [1.0821830018416614, -0.845307920933599] User Vector: [-1.0831219088136896, 0.885329347754065] Predicted: -1.9205120289319568 Movie Vector: [0.45315480676651815, -0.09208530988260416] User Vector: [0.6553702744778381, 0.08321595090682893] Predicted: 0.2893212234650938 Movie Vector: [-0.46939438659725224, -0.33245886614344156] User Vector: [-0.36252753715813, -0.25284503939990954] Predicted: 0.25422896603784073 Movie Vector: [-1.0440201925899801, -1.1031018631898832] User Vector: [-0.9132035646367416, -0.6731996901734967] Predicted: 1.6960107939551436 Movie Vector: [-0.4208389231744981, -0.21800349852234951] User Vector: [0.5166199584762385, 2.3944611386179373] Predicted: -0.739414692310113 Movie Vector: [-0.8312060197788992, -1.6826922124956232] User Vector: [0.3861880895091482, 0.32933595815568834] Predicted: -0.8751729168502775 Movie Vector: [1.6345573435216176, 1.0892462469670159] User Vector: [0.6954363872564062, 1.3258600929429487] Predicted: 2.580918783983548 Movie Vector: [0.6645952440649144, -0.6092569681600999] User Vector: [0.3655216647066498, 0.3257978293901258] Predicted: 0.04442936219936022 Movie Vector: [-0.6185725460140844, 0.835277646266466] User Vector: [1.0177078242898001, 0.7704336968668402] Predicted: 0.013999924953910003 Movie Vector: [-1.321149600011996, 0.3054238853188771] User Vector: [0.5256051752498447, -0.12882961979200117] Predicted: -0.7337507100665941 Movie Vector: [-0.1019364959343943, 0.027526699490556306] User Vector: [-0.45669697205111714, 0.5781738904098773] Predicted: 0.06246930796933742 Movie Vector: [0.07512021655019425, -0.4970052099067202] User Vector: [0.6731083772377701, -0.12099876970518345] Predicted: 0.11070106599563073 Movie Vector: [0.8823066370445627, -0.7359894120652083] User Vector: [0.4141673381224601, -0.4184252290425288] Predicted: 0.673379129588787 Movie Vector: [0.7475185394287109, 1.499490737915039] User Vector: [0.0765475197834126, -0.2862753330521639] Predicted: -0.3720465202198759 Movie Vector: [0.04294034688913456, 1.0204623073814372] User Vector: [0.5545387592039775, -0.6239946937226141] Predicted: -0.6129509782662629 Movie Vector: [0.5838693612675612, -0.6088773736355066] User Vector: [1.1106691727657776, -0.14778652720796315] Predicted: 0.7384695730274221 Movie Vector: [-0.9805908173233827, -0.3367791101695483] User Vector: [0.20552506166823203, -0.8562347641980548] Predicted: 0.08682599378116362 Movie Vector: [-0.14309104057693836, 0.9523055978996711] User Vector: [-0.2479349238599672, 1.545878182524444] Predicted: 1.5076257131394843 Movie Vector: [0.5907204444012712, -0.4060722407589441] User Vector: [-0.19334820966765998, -0.7910944415285062] Predicted: 0.20702675218435573 Movie Vector: [0.02587976093680179, -0.8369173892178282] User Vector: [0.4527742676071561, 0.7026931963694096] Predicted: -0.5763784655226083 Movie Vector: [0.4566427895807955, 0.2533497393139664] User Vector: [0.8314998157856776, 0.09037647465893885] Predicted: 0.4025952517112469 Movie Vector: [1.3738907412628174, 0.6286859131797371] User Vector: [0.6066088022375573, 0.19905270469795078] Predicted: 0.9585558483866352 Movie Vector: [-0.3289335616290978, 0.5950610087798871] User Vector: [0.6670863860096681, 0.44851510625160845] Predicted: 0.04746675071465711 Movie Vector: [0.7975002215603895, -0.8085911593610472] User Vector: [0.10437353613886861, 0.24072282754032043] Predicted: -0.11140843200970808 Movie Vector: [1.0069516702134078, 0.2747606518900293] User Vector: [0.297360713881317, -0.3603253961142682] Predicted: 0.2004246267697541 Movie Vector: [0.7587519027802561, -0.16840636654721083] User Vector: [0.4686590752944436, 0.27549928044228206] Predicted: 0.3092001323292386 Movie Vector: [-0.18026402382046627, 0.6950188777231899] User Vector: [-0.7670798199093277, 1.4922254634225274] Predicted: 1.175401761826226 Movie Vector: [-0.03582079905639979, -0.37438494508166065] User Vector: [-0.4876987462527985, 0.38705108195570864] Predicted: -0.1274363392722057 Movie Vector: [0.6235443822682888, -0.4158006774512185] User Vector: [0.0021152818973717777, -0.3640213334481013] Predicted: 0.1526792891984364 Movie Vector: [1.6782331873420315, -0.037711470792768695] User Vector: [0.5137441106757002, -0.3928902604244967] Predicted: 0.8769988859182395 Movie Vector: [0.09005486183389848, -0.7371862245641561] User Vector: [0.5985020426806428, -0.5821356961617768] Predicted: 0.4830404347984383 Movie Vector: [0.12976042808595223, -0.0250020886302601] User Vector: [0.33359173297042377, -0.3504392628289902] Predicted: 0.052048719584950276 Movie Vector: [-1.3191426539413147, -0.2246669304218987] User Vector: [0.17360570282129176, 1.2969948063477064] Predicted: -0.5204025294743101 Movie Vector: [0.3333134754404742, -0.07012485973475635] User Vector: [0.09783548389967199, 0.08349571797270683] Predicted: 0.026754759648711386 Movie Vector: [0.3193472715861708, -0.19330784914117144] User Vector: [0.22692467869598193, 0.06960998370314814] Predicted: 0.05901162076872273 Movie Vector: [1.0553066613666107, 0.6034746105795025] User Vector: [-0.2694844030077087, -0.3048796827967272] Predicted: -0.4683758334777965 Movie Vector: [-0.36776831649314223, 0.4277929492309518] User Vector: [0.8929741983616574, -0.5512525575207167] Predicted: -0.5642295749561722 Movie Vector: [0.8958466725289814, -0.024756695310227703] User Vector: [-0.6827883049158324, 0.37485551805649275] Predicted: -0.6209538148464342 Movie Vector: [-1.091573224580213, 1.5997282119509788] User Vector: [-0.4593056531120546, 0.34866464839683053] Predicted: 1.0591344273858245 Movie Vector: [1.4460082895172193, -0.382703684275702] User Vector: [-0.04435648860205672, -0.007286842861425363] Predicted: -0.061351148602644484 Movie Vector: [-0.4661480927137032, -0.26967394054722293] User Vector: [0.782902288665827, -0.2562829156442694] Predicted: -0.2958355848860467 Movie Vector: [1.6062993204805758, -0.21157109789686074] User Vector: [0.7766681933410069, 0.5970806431834205] Predicted: 1.1212365839912557 Movie Vector: [-0.7724473297079635, -0.4548434380073691] User Vector: [0.13812866381965874, -0.45471969903995885] Predicted: 0.10012915371738666 Movie Vector: [0.14696670661755543, 1.0498621200111193] User Vector: [1.1046737972026617, -0.25864604246511735] Predicted: -0.1091924126133296 Movie Vector: [0.807417103953092, -0.7857192700079839] User Vector: [-0.0829911442558441, 0.4378628214829169] Predicted: -0.4110457258080006 Movie Vector: [1.6739993025995663, 0.31183370486542433] User Vector: [1.6696929643883893, -0.2910542707908308] Predicted: 2.704304326363957 Movie Vector: [1.4662319528306897, 0.08096052571161645] User Vector: [1.3314016849755115, -0.16614792334684494] Predicted: 1.938692269343661 Movie Vector: [-0.030339570071928598, 0.2502750736272859] User Vector: [0.5274580409811052, -0.7618450116917341] Predicted: -0.20667366658807768 Movie Vector: [2.4097736514496653, 1.3922280271501701] User Vector: [0.14271568868325885, -0.33419455451177077] Predicted: -0.1213625190748423 Movie Vector: [0.4803918127884196, -0.7576078971211323] User Vector: [1.138463450408735, -0.017268401461824318] Predicted: 0.5599911980533474 Movie Vector: [-0.9560168389454348, -0.7460589651116719] User Vector: [-0.913656071220645, 0.4262307602178319] Predicted: 0.5554773092247891 Movie Vector: [-0.7040952473962048, 0.7623519024717678] User Vector: [0.47645100720745026, -0.09292577296968241] Predicted: -0.4063090296039976 Movie Vector: [0.689012610681122, -0.7111355173049989] User Vector: [0.6715677719152813, -0.4269150415986521] Predicted: 0.7663131127291949 Movie Vector: [1.148402748798176, 0.5546026596597836] User Vector: [-0.26960296481967444, -0.09878063973218978] Predicted: -0.36439679140141945 Movie Vector: [-1.3092796637000328, 0.18287776412399911] User Vector: [-0.7364640033207748, 1.2045241808712976] Predicted: 1.1845180316260382 Movie Vector: [0.05069494219399817, -0.844182680655742] User Vector: [-0.4561902301997156, 0.3685934872138771] Predicted: -0.33428677545790003
avg loss: 14.528764837795933: 29%|█████████████▏ | 20569/70000 [00:33<01:29, 550.44it/s]
Movie Vector: [0.6980569613810796, 0.7362414190227468] User Vector: [0.9620873777790332, -0.6712892160168327] Predicted: 0.17736086654062266 Movie Vector: [0.8549768553726717, -0.2356043381208254] User Vector: [-0.5591448291378234, -0.6244741376129584] Predicted: -0.33092707184827175 Movie Vector: [0.40786147840608056, 0.47559916940049834] User Vector: [0.25116790988939797, 0.23205853735373683] Predicted: 0.21280856267338683 Movie Vector: [0.4890240197808847, -0.7035425613100836] User Vector: [0.745312197894292, -0.5217016660032469] Predicted: 0.731514893345655 Movie Vector: [1.2059978761142767, 0.5353748753491177] User Vector: [-0.5324991598206477, -0.9623972806994928] Predicted: -1.1574361799671586 Movie Vector: [-1.7030974356360824, -0.20016364565638978] User Vector: [0.41726515805566405, -0.5305039954003844] Predicted: -0.6044556069102645 Movie Vector: [0.1514626778860454, 0.7184807559162433] User Vector: [0.6201447927540636, 0.5538634189905206] Predicted: 0.49186899893828134 Movie Vector: [-0.6895898866412271, -0.8762016987324512] User Vector: [-0.07561260204008896, 0.0913403528948834] Predicted: -0.02789088669984524 Movie Vector: [0.5089803577437441, -0.40365124029830834] User Vector: [-0.28946366382551725, -1.4164680773183906] Predicted: 0.4244277770848019 Movie Vector: [-1.1991375888454272, -0.2550334116986237] User Vector: [0.4815868428552802, 0.106525370085809] Predicted: -0.6046564141266046 Movie Vector: [0.2121899519912251, -1.506746799020496] User Vector: [-0.1964370348276155, 0.47488875917195567] Predicted: -0.7572190827625297 Movie Vector: [0.485274285463342, -0.6643073680186395] User Vector: [1.1153392989422508, -0.40204510747926825] Predicted: 0.8083270085177093 Movie Vector: [0.6481640581343753, -0.7216234687920192] User Vector: [0.712729764681291, -0.21122917905882982] Predicted: 0.6143937495315073 Movie Vector: [1.566663392060779, 1.6302098657180881] User Vector: [-1.0790163420010466, -1.2844020547157753] Predicted: -3.784300303594614 Movie Vector: [1.511680825484512, -0.36936656078603347] User Vector: [-0.9765031415047094, -0.8389285543967047] Predicted: -1.1662889201553486 Movie Vector: [0.5496501922607422, 1.2801837921142578] User Vector: [-0.6058926271649753, -1.0088541789847856] Predicted: -1.6245477675536537 Movie Vector: [-0.7905467123585914, -0.2342334624416608] User Vector: [0.06438251390735666, -0.5719780033247818] Predicted: 0.0830790034563893 Movie Vector: [-0.5389169488432339, -1.2088513870234787] User Vector: [0.8806583587174032, 0.14847971349136346] Predicted: -0.6540916232521565 Movie Vector: [-0.7589753803526753, -1.201374686969302] User Vector: [0.9559208707932544, -0.9139934129751942] Predicted: 0.37252814390770705 Movie Vector: [-0.5038869089898204, -0.11192158654604267] User Vector: [0.3212805519704762, 0.36265748823981364] Predicted: -0.20247826570754934 Movie Vector: [0.21275809877775803, 0.22536595923959024] User Vector: [1.0403264961255432, 1.2569435167699272] Predicted: 0.5046101687906359 Movie Vector: [0.7647234873538293, -0.20125540690563004] User Vector: [0.7875947284494416, 0.4231171455552141] Predicted: 0.5171375740638858 Movie Vector: [-0.6720469479669062, 0.2586417010086317] User Vector: [-1.053430700156928, 0.1265628726964652] Predicted: 0.7406893236138573 Movie Vector: [1.447287731856458, 0.9326974110549565] User Vector: [0.24100089548517062, 0.3538150355737103] Predicted: 0.6788000070740248 Movie Vector: [1.5952382990770377, 1.4862786869186833] User Vector: [0.5481367458308933, -0.33679635527683466] Predicted: 0.3738354854010446 Movie Vector: [1.082413006644526, 0.3120172603749468] User Vector: [0.5998954381592357, 0.2924022951412749] Predicted: 0.740569187947601 Movie Vector: [-0.09422461512074143, -0.35882081807109606] User Vector: [-0.6518725864346088, -0.6175324001479353] Predicted: 0.28300592457105284 Movie Vector: [-1.0231376008466004, -0.7021278658440236] User Vector: [0.7408245014292003, -0.49839547520210437] Predicted: -0.4080280516906794 Movie Vector: [0.38885187748052874, 0.7687953124368934] User Vector: [0.5988998448134604, -0.5806674109526255] Predicted: -0.21353105454673435 Movie Vector: [1.228729575175337, 0.09030013479002447] User Vector: [-0.3764334206211857, 0.6027238931112467] Predicted: -0.40810882821255456 Movie Vector: [0.1853345413576924, -1.0593093264425186] User Vector: [-0.18090724255493695, 0.5824575977844928] Predicted: -0.6505311264176225 Movie Vector: [0.3678319851049936, -0.09815769140038894] User Vector: [-0.7833810581002744, 0.22533715678288208] Predicted: -0.31027118479120946 Movie Vector: [0.2788421664927778, -1.097541066252506] User Vector: [0.5995274626617321, 0.5517402010455164] Predicted: -0.43838399198935274 Movie Vector: [0.2155354433139675, -0.07786930292005151] User Vector: [-0.157646708578071, -0.9649272300534285] Predicted: 0.04115975755247427 Movie Vector: [0.4936549304326724, -0.4611072592013354] User Vector: [1.100984688624178, -0.9510411867032721] Predicted: 0.9820385148585374 Movie Vector: [0.6527151646695628, 0.3484419936422419] User Vector: [0.7520372936438207, -0.28313784930241304] Predicted: 0.3922090292718693 Movie Vector: [0.12725921643909188, -0.03331218311891487] User Vector: [-0.26921295786912197, -0.23285369300993966] Predicted: -0.02650296521221202 Movie Vector: [-1.1236817747512313, -0.4179960214075712] User Vector: [-0.16464212090177516, -0.3937162350794834] Predicted: 0.34957717044050557 Movie Vector: [-0.14696747157563497, 1.6066476514281518] User Vector: [-0.5399274892720961, 0.6331640186305239] Predicted: 1.0966232614340425 Movie Vector: [1.3838208060155295, 0.42003856377342413] User Vector: [0.8428628652714103, -0.8690412313178123] Predicted: 0.8013403389178198 Movie Vector: [-0.03126828255486323, -0.9399504798338781] User Vector: [0.1908281026674924, 0.5040468196034004] Predicted: -0.479745916978572 Movie Vector: [-0.8518291860549058, 0.37129471999327457] User Vector: [-0.15903186291003119, -0.5636848135467698] Predicted: -0.07382521267086184 Movie Vector: [-0.34643450686020955, -1.526243551788036] User Vector: [0.45340010103460127, 1.2305269957043663] Predicted: -2.0351573329071844 Movie Vector: [-1.0034054171087174, 0.8788152010344181] User Vector: [-0.05728659779256723, -0.18353487132533794] Predicted: -0.10381155228781268 Movie Vector: [1.1681812342148228, 0.052750464565603346] User Vector: [1.0353921207605334, -0.17034919829978662] Predicted: 1.200539646177651 Movie Vector: [-0.5089951920063441, -0.32462094938963415] User Vector: [0.10592953805174582, 0.5370164905370189] Predicted: -0.2282444285558083 Movie Vector: [-0.1909543389463479, -0.045225530373820294] User Vector: [-0.4420393492315401, -0.627225438289886] Predicted: 0.11277593483139453 Movie Vector: [-0.34989723824488916, -0.12216592551200003] User Vector: [0.002568646855896417, -0.534542078897814] Predicted: 0.06440406535275542 Movie Vector: [0.8742189427901953, 0.15762817236723686] User Vector: [-0.01703303106982043, -1.3473986557809507] Predicted: -0.2272785859751939 Movie Vector: [0.09324401507736191, 0.07177454740942818] User Vector: [1.0600770837256113, 0.1729304367113731] Predicted: 0.11125784740635031 Movie Vector: [2.10737805612354, 0.3744102600954802] User Vector: [0.7918136755433727, -0.0925858770785177] Predicted: 1.633985662060492 Movie Vector: [0.29283555488295215, 0.9193932633631701] User Vector: [-0.32990972789383805, 1.1378181378204189] Predicted: 0.9494930326154443 Movie Vector: [0.7312450242420487, 0.4742693397593844] User Vector: [1.5623463323462068, -1.0778045925457234] Predicted: 0.6312883091746854 Movie Vector: [-0.5896774689685039, -0.32955339430505076] User Vector: [-0.270158183864956, -0.8556412749518341] Predicted: 0.4412856805504931 Movie Vector: [0.08259453943103082, 1.0623588614582962] User Vector: [-0.314891556123906, 0.3315778069543561] Predicted: 0.3262462984320939 Movie Vector: [0.6932095256405195, 1.140596241317052] User Vector: [-0.9183006134616511, 0.9390232011479542] Predicted: 0.4344716010857135 Movie Vector: [-0.11617063405346331, -1.4578272905749967] User Vector: [0.6336019205101371, -0.3577138509098832] Predicted: 0.44787907722994874 Movie Vector: [-0.3174243428314749, 0.10041232525585969] User Vector: [1.7441614704673079, -0.1478480486668208] Predicted: -0.5684850749062411 Movie Vector: [-0.23677480240829885, -0.055865064522628266] User Vector: [0.4072598819073286, 0.2932336561141146] Predicted: -0.11281039518645605 Movie Vector: [0.8171205956063092, 0.20409979200677514] User Vector: [-0.23994510469858213, -0.7282862792377737] Predicted: -0.3447071649779414 Movie Vector: [-0.6369109755081643, 0.41460749877867165] User Vector: [1.5623736468115843, 1.190128158143433] Predicted: -0.5016568646250982 Movie Vector: [1.2846604442641418, -0.5644031890782073] User Vector: [0.8072488685904082, -1.0376016539481712] Predicted: 1.62266637263625 Movie Vector: [-0.07975266871277964, -0.1076443117596404] User Vector: [0.11747701810674951, 1.1889577645987917] Predicted: -0.13735364598795027 Movie Vector: [-0.9433385089299977, -1.7174499408089299] User Vector: [0.316969476339453, -0.9502449814532223] Predicted: 1.3329886739644377 Movie Vector: [0.6768889261381579, 0.30412665777209763] User Vector: [0.07406662838338429, -0.713440616804873] Predicted: -0.16684142975862687 Movie Vector: [-0.30670400251560276, -0.25413803395804824] User Vector: [-0.2526055912550582, -0.8381450018608002] Predicted: 0.29047966884041515 Movie Vector: [0.7567500637133715, -0.7538047160926499] User Vector: [0.852234674111756, -0.2105804525835355] Predicted: 0.8036651822072095 Movie Vector: [0.42005080745849954, -1.141251895755081] User Vector: [1.3950838910803447, 0.8451925790309249] Predicted: -0.378571518176525 Movie Vector: [1.3125876071475653, -1.7776339821747102] User Vector: [0.8696405697167142, -0.01604709999886067] Predicted: 1.1700053047562378 Movie Vector: [-0.9584476822686145, -0.07500293192468743] User Vector: [-0.09112965523045904, 0.3539348491996783] Predicted: 0.06079685544127341 Movie Vector: [-1.329124393257148, 0.40303240921713684] User Vector: [1.16319961346324, -0.4675626107230795] Predicted: -1.734479865940855 Movie Vector: [0.2852861797423366, 0.9794709886856069] User Vector: [1.3774262866107005, 0.40203250803446045] Predicted: 0.7867398613121068 Movie Vector: [-0.7428845672066161, -0.49491680919448183] User Vector: [0.3302065257765538, -0.5811160213411855] Predicted: 0.04229875506365641 Movie Vector: [1.0178503338023237, 0.2118337167862408] User Vector: [-0.4788565451458209, -0.8225944470518369] Predicted: -0.6616575334468144 Movie Vector: [1.0098403786997134, 0.061888939186028794] User Vector: [0.2103507553823293, -0.9506923089613626] Predicted: 0.15358334798112716 Movie Vector: [-1.2760158526969525, 0.09753007301356278] User Vector: [0.2608399608762593, -0.11203063268004147] Predicted: -0.3437622808799999 Movie Vector: [0.4376407895534732, -0.6533082743918756] User Vector: [-0.39850804669843787, -0.5434496172754781] Predicted: 0.1806367554806511 Movie Vector: [-0.17403997996530582, -0.8386729653088606] User Vector: [0.4368897705246541, 0.7006485056648075] Predicted: -0.663651246794284 Movie Vector: [0.7696815253131253, -0.9431970468232134] User Vector: [0.3727558463470338, -0.20129063854568602] Predicted: 0.4767600242152199 Movie Vector: [0.4900825829886881, -0.10842975912553754] User Vector: [1.430584402169247, 0.09026637317941538] Predicted: 0.691316937897453 Movie Vector: [0.21475515653816424, -1.587103355737262] User Vector: [1.0927494995838731, -0.026685135650917596] Predicted: 0.2770256581800107 Movie Vector: [-1.4231855829097566, 0.8468479653770018] User Vector: [1.013816630107516, 0.03869347943420298] Predicted: -1.4100817173509586 Movie Vector: [0.2904233891600646, -1.0777008119069118] User Vector: [0.6304650498949698, 1.033536157370307] Predicted: -0.9307409593956633 Movie Vector: [-0.02109625605044349, -0.3001095912057115] User Vector: [-0.33120707033637964, 1.4543153929431312] Predicted: -0.4294667688988033 Movie Vector: [0.5986459016190236, -0.7802753969552604] User Vector: [0.8524234843743153, 0.6440252922163995] Predicted: 0.007782734831113025 Movie Vector: [0.014369508491187167, 0.008600012049134631] User Vector: [-0.5516545439534355, -0.00014784792299672722] Predicted: -0.007928276147460087 Movie Vector: [1.371019938906951, -0.6754058277464727] User Vector: [-0.12894863612726995, -0.9752953572743318] Predicted: 0.48192901685181766 Movie Vector: [0.7517835904389789, -0.6645763968696318] User Vector: [0.29397964900397855, 0.05992324426625523] Predicted: 0.18118550228099506 Movie Vector: [0.8717452776510306, -0.038051214918576215] User Vector: [-0.3516064954033619, 0.20142645270428503] Predicted: -0.3141758232014467 Movie Vector: [1.439374084664623, 0.16068910204520806] User Vector: [-0.1456866417489438, -0.8238578914247665] Predicted: -0.3420825614011531 Movie Vector: [-0.013932509033113438, -0.8488420927685336] User Vector: [-0.08426986096273086, 0.5663679503647532] Predicted: -0.4795828656655596 Movie Vector: [0.2928226016897634, 0.1049362579563456] User Vector: [-0.3111406747248323, -0.78768963343096] Predicted: -0.17376622442768433 Movie Vector: [0.3713997228262106, 0.18517216417559612] User Vector: [-0.9765532625768827, -0.773083988160257] Predicted: -0.5058452462232216 Movie Vector: [0.9558676292026002, 1.1371685649148353] User Vector: [0.8138435641479543, -0.72405953847212] Predicted: -0.04545102807333934 Movie Vector: [0.7577109391499226, -0.9366851027723357] User Vector: [0.7050682077110967, 0.048463041224481515] Predicted: 0.4888432850795144 Movie Vector: [0.21627156062756603, 0.19588175272600197] User Vector: [-0.48736267484664186, 0.4004353946255779] Predicted: -0.02696469932792178 Movie Vector: [0.11390591062107419, 1.2211625475862653] User Vector: [-0.154418705893051, 0.5389559818268324] Predicted: 0.6405636564928358 Movie Vector: [-0.30491156720938845, 0.38899009931246575] User Vector: [-2.322467620053907, 0.8964373230859574] Predicted: 1.0568524851583028 Movie Vector: [-0.46916731833995934, -0.7310323748773206] User Vector: [-0.509125075806769, -0.47115417690349715] Predicted: 0.5832938033910231 Movie Vector: [0.2574631708755429, 0.05812960775996624] User Vector: [1.1049562445684693, 0.008872809384176367] Predicted: 0.2850013113345611 Movie Vector: [0.30014720148490737, 0.04343866387366693] User Vector: [0.5600376259845984, -0.8522418661294037] Predicted: 0.13107347820366663 Movie Vector: [0.31087492078964163, -0.0891577436682609] User Vector: [0.04484022317380809, -0.3524054080019059] Predicted: 0.04535937186129027 Movie Vector: [0.1733908184122485, 0.02841930759135286] User Vector: [0.9426505555260898, 1.0641407756463255] Predicted: 0.19368909532302314 Movie Vector: [0.3904369020415538, -0.14439833887934805] User Vector: [1.3942329917370877, 0.7364227217283118] Predicted: 0.43802179228737914 Movie Vector: [0.12812907763840978, 0.05939189795023268] User Vector: [0.20614514742404452, 0.10261827435074306] Predicted: 0.03250788167714514 Movie Vector: [-0.5006807714515806, -0.09978892585098935] User Vector: [0.583914827430088, -0.6060746910222607] Predicted: -0.23187538385713138 Movie Vector: [1.170402302026091, 0.3549051876383708] User Vector: [-0.16720883195048508, -0.30260736204662064] Predicted: -0.3030985244418498 Movie Vector: [0.5272349055478875, 0.21699586540259028] User Vector: [-0.18736564903135522, -0.6831862371295547] Predicted: -0.2470342990270322
avg loss: 14.524472335822582: 30%|█████████████▎ | 20701/70000 [00:33<01:24, 585.34it/s]
Movie Vector: [0.867080725468, 1.22442157758123] User Vector: [1.5035531595307232, 0.07412218634432174] Predicted: 1.3944587686830872 Movie Vector: [-0.9071885800824103, -1.4918306429727428] User Vector: [0.6990365021444566, -0.7206638234230528] Predicted: 0.4409504432582039 Movie Vector: [0.9587089826950626, -0.7675737427779474] User Vector: [-0.4269740869709066, 0.5074740337534872] Predicted: -0.7988676360078176 Movie Vector: [-0.5898053901682128, 0.5332714139335064] User Vector: [-2.3216875459381856, 0.8954421456628023] Predicted: 1.8468575279940074 Movie Vector: [0.11944935278238883, -0.6702561256670819] User Vector: [0.12880560727573573, -0.40607830175874626] Predicted: 0.28756221567811463 Movie Vector: [0.31652291625730145, 0.37652525545139015] User Vector: [0.9600102306827327, 0.9015994726748713] Predicted: 0.6433402096162879 Movie Vector: [0.7366337265946207, 0.6729001697901151] User Vector: [-0.6539609176916226, 0.20379450847585717] Predicted: -0.34459630849072054 Movie Vector: [1.463702001343055, -0.22247919844212283] User Vector: [-0.17476776940122346, 0.34738978273490184] Predicted: -0.33309493425267644 Movie Vector: [1.2089232466978042, 1.0442473854053234] User Vector: [1.0554090101657825, 1.1889731438498061] Predicted: 2.5174905839460413 Movie Vector: [0.30116914244160353, -0.1131614064488426] User Vector: [0.5537509298456186, -0.3055522367788099] Predicted: 0.2013494135253254 Movie Vector: [-0.08706987864436722, -0.1917895069768786] User Vector: [-0.04365341410022336, -0.5506804196406591] Predicted: 0.10941562365282137 Movie Vector: [1.7624431279975228, 1.5084777862738625] User Vector: [1.016187576874505, -0.052722175113927204] Predicted: 1.711442581615526 Movie Vector: [0.5817419396221679, -0.5223782218056393] User Vector: [-0.17132191336828337, 0.30079480276895365] Predicted: -0.25679379638147015 Movie Vector: [0.808301098665124, -0.5739239800403316] User Vector: [-0.35352332095927375, -0.47891001052326476] Predicted: -0.010895349414455024 Movie Vector: [1.9316164861851275, 0.584313936189919] User Vector: [0.40608335551050306, 1.022069476843837] Predicted: 1.3816067433436574 Movie Vector: [0.3169442807512182, 0.46763107884870475] User Vector: [-0.054979141488916736, -0.5756276884993202] Predicted: -0.28660672144364746 Movie Vector: [-1.0728072048107813, -0.3342947579676605] User Vector: [0.3737898054753237, -0.22844906381790725] Predicted: -0.32463507190180174 Movie Vector: [-0.4487067647021737, 1.267516127512906] User Vector: [0.7598350505628579, 1.3668970099693574] Predicted: 1.3916208775399577 Movie Vector: [1.6600156762742355, 1.4464769682593404] User Vector: [0.6912901351919299, -0.6492015443570428] Predicted: 0.2084973796014824 Movie Vector: [1.0455072693505243, 0.18981498098831112] User Vector: [0.16206326637002194, -0.8377670358174892] Predicted: 0.0104175891082178 Movie Vector: [0.3564705966206826, 0.30592601829191224] User Vector: [0.19430636365328705, -0.022848672174505605] Predicted: 0.06227450207707884 Movie Vector: [0.4217546481432295, -0.44348297270555503] User Vector: [-0.32197026147755775, -0.014302159485381709] Predicted: -0.12944969013736496 Movie Vector: [-0.8881396804591977, 0.2425930001394772] User Vector: [1.2887112188945162, -1.0821684614151061] Predicted: -1.4070820638641712 Movie Vector: [-0.1797272766808395, -0.01478992973895367] User Vector: [-0.14117286314490787, 0.316621731484936] Predicted: 0.020689801071783087 Movie Vector: [0.6223670466891225, -0.1436077177109733] User Vector: [-0.200604278938405, -0.06747566478070796] Predicted: -0.11515946641590787 Movie Vector: [-0.4431290548315501, -0.04333887699596681] User Vector: [-0.46222288020876423, -1.0315605612961407] Predicted: 0.24953106430833039 Movie Vector: [0.23438432192521683, -0.04300719947422281] User Vector: [-0.31989019835129917, -0.09891745780183075] Predicted: -0.07072308439192601 Movie Vector: [-0.5419389493524451, -0.26385671507345587] User Vector: [0.630254790868616, 0.1378440536841397] Predicted: -0.377930698385189 Movie Vector: [-0.519753538099545, -0.19241779514535112] User Vector: [0.7869319475956392, 0.39720387493924825] Predicted: -0.48543975784539917 Movie Vector: [0.5774638083636233, -0.037106826447518115] User Vector: [0.08831348151234371, 1.097876788337612] Predicted: 0.01025911591836609 Movie Vector: [0.1929266027829064, -0.5181822272780796] User Vector: [0.5224317836348696, 0.5351817776460842] Predicted: -0.17653069633680007 Movie Vector: [-0.5109942424018007, -0.38539862809772396] User Vector: [0.009211263044588101, 0.1062482251179602] Predicted: -0.045654822579313 Movie Vector: [-0.037343704929964916, 0.07667061527988941] User Vector: [0.30985350072292306, 0.3392640607362023] Predicted: 0.014440506576484892 Movie Vector: [-0.776301344308731, -0.3607901418765528] User Vector: [0.9175057232965773, -0.8463844836055778] Predicted: -0.40689374848391824 Movie Vector: [0.10508242345970752, 0.09561820199616204] User Vector: [-1.1138444144987916, -0.6347358298964172] Predicted: -0.17773776922982917 Movie Vector: [0.4754581237247361, 0.6848256383512152] User Vector: [0.8577381354447051, -1.5858612397747844] Predicted: -0.6782198713395233 Movie Vector: [0.3958269256904565, -0.16539228470357398] User Vector: [0.1227008792704479, -0.19369363584454202] Predicted: 0.08060374478600812 Movie Vector: [1.2151388124628466, 1.3740607001793268] User Vector: [0.8944389179907584, -1.2133581419846267] Predicted: -0.5803602935158396 Movie Vector: [0.38937918289905304, 1.001009287991393] User Vector: [0.6555754755515418, 0.5252618001876331] Predicted: 0.7810593836138174 Movie Vector: [0.246304525984888, -0.5886587952640975] User Vector: [-1.4203037163285803, -0.23477985655379252] Predicted: -0.2116220060936527 Movie Vector: [0.692722063790681, -0.6330633678543994] User Vector: [0.19576715444391363, -0.06016279827188873] Predicted: 0.17369909094236355 Movie Vector: [0.703195517432289, -0.513532027216298] User Vector: [0.904306244060227, 0.06023952787859373] Predicted: 0.6049691703391342 Movie Vector: [0.2580652565023005, -0.2487802476145842] User Vector: [1.119064274730086, -0.22115901284792114] Predicted: 0.3438116030792834 Movie Vector: [-0.1623067576904875, 0.10395485916899674] User Vector: [0.1487607803519318, -0.5180510892332315] Predicted: -0.07799880795401477 Movie Vector: [0.4359795073136282, 0.15950917645409574] User Vector: [-0.2897113673727615, 1.2640258378249287] Predicted: 0.07531550119781866 Movie Vector: [-0.22064977627893906, 1.251014210865162] User Vector: [0.7852201944171436, 0.17836611011680675] Predicted: 0.04987987826501783 Movie Vector: [1.1962717691231062, -0.37798712036862275] User Vector: [0.5945671781261065, -0.8924589079765479] Predicted: 1.0486019027128315 Movie Vector: [0.21515889329905924, 0.3341128269037357] User Vector: [0.16713876778165293, -0.036713931852597144] Predicted: 0.023694796745246566 Movie Vector: [-0.4024655653029924, 0.05931779238834127] User Vector: [0.7244575563558189, -0.3544679379162305] Predicted: -0.3125954755064075 Movie Vector: [0.40090340849152867, -0.17340593885901542] User Vector: [0.47896326703961817, 0.126581593251312] Predicted: 0.1700680062784074 Movie Vector: [-0.35951955999410484, 1.427958480563977] User Vector: [0.04094500550641199, 0.31725722538885964] Predicted: 0.43830961515059774 Movie Vector: [0.4989950213442996, 0.22256529876209152] User Vector: [0.6640668772803828, -0.4113022858921451] Predicted: 0.2398244494614506 Movie Vector: [0.38539510007743827, -0.9599738790758499] User Vector: [1.0516922867349032, -0.2729063397175045] Predicted: 0.6673000116598724 Movie Vector: [0.7409671875502457, 0.3152155989325422] User Vector: [-0.19743375742882663, -0.06078941652698358] Predicted: -0.165453708308828 Movie Vector: [-0.06269237175584264, -0.6601026700885738] User Vector: [-0.15409322713868726, 1.2411834712531438] Predicted: -0.8096480535631687 Movie Vector: [0.3821574407717651, 0.30290547758407954] User Vector: [1.036322169541961, 1.3209452174812197] Predicted: 0.7961597700907539 Movie Vector: [0.6000102060717476, -0.5201793992787049] User Vector: [-0.02028484816013259, -0.3642539200012349] Predicted: 0.17730626936646054 Movie Vector: [0.9283359538808426, -0.6229446566609634] User Vector: [-0.5895491298139988, 0.4219011398563439] Predicted: -0.8101207144981785 Movie Vector: [0.6382081393902335, 0.7035726360233716] User Vector: [1.531075265452254, 1.0165798844000542] Predicted: 1.6923824854263714 Movie Vector: [0.7662128491823147, -1.6136238550018378] User Vector: [-0.05030524955090436, 0.26277376073222564] Predicted: -0.4625625373732903 Movie Vector: [0.9391081434911801, -0.05490789848344366] User Vector: [-0.09840882186513118, -0.7571397144049117] Predicted: -0.05084357542858918 Movie Vector: [0.756110784688756, -1.5608548596816634] User Vector: [0.4555291104840494, 1.5518480624446978] Predicted: -2.077779116577714 Movie Vector: [-0.15974156731018843, 1.0561218961594876] User Vector: [1.2578923589723756, -0.30783297241693963] Predicted: -0.526046839459147 Movie Vector: [-0.5644583745848964, 0.2045511196355398] User Vector: [0.06883874536387427, -0.09735535060730141] Predicted: -0.05877075228579008 Movie Vector: [1.8425548038817527, 0.3566840821399186] User Vector: [-0.34298397066181086, -0.6263357174027149] Predicted: -0.8553707432705926 Movie Vector: [-0.4309439546788984, 0.028827890984189808] User Vector: [-0.6202187728849478, -0.45579105959514626] Predicted: 0.2541400357755557 Movie Vector: [1.044407913514171, -0.6981801762921314] User Vector: [0.18413612426529702, 0.13397840206802536] Predicted: 0.098772160971313 Movie Vector: [-0.29030847339441856, -0.3628059193117191] User Vector: [-0.21994179904766742, 0.34171721809249556] Predicted: -0.060126061537540756 Movie Vector: [0.10044787240105796, -0.57274609535049] User Vector: [0.08292963822786478, -0.4537358137804691] Predicted: 0.2682055213824192 Movie Vector: [1.3361072540283203, 0.5109691619873047] User Vector: [1.058241327649122, 0.20122736851895645] Predicted: 1.5167448942455943 Movie Vector: [-0.22927181817883652, -0.025423721955022086] User Vector: [0.1287670608077034, 0.32273136865624813] Predicted: -0.037727690735807146 Movie Vector: [0.6507259026540088, -0.44650425426367213] User Vector: [-0.44630254141068343, 0.20394164491622185] Predicted: -0.38148143619286934 Movie Vector: [0.4778882793562401, -0.24624411410230096] User Vector: [0.7727188015452109, 0.8362480013710881] Predicted: 0.16335211022921348 Movie Vector: [1.3448029798028092, -0.8736962421629861] User Vector: [-1.0974380261140184, 2.11643982882641] Predicted: -3.324963452876753 Movie Vector: [-0.3903124025377013, 0.46164132738117647] User Vector: [0.00601434068721543, -0.8069222699579384] Predicted: -0.374856139560122 Movie Vector: [0.9074932409929111, -0.423111680350861] User Vector: [0.7895951839484084, 2.1241307479615386] Predicted: -0.18219223750120284 Movie Vector: [-0.10432881042389981, -0.12697951180090702] User Vector: [-0.7146756896782549, 1.867765472799561] Predicted: -0.16260668335166603 Movie Vector: [0.119122749297709, -0.6922068386897885] User Vector: [0.07277928667109508, -0.7671487632564491] Predicted: 0.5396952889387145 Movie Vector: [0.7231402038027683, 0.07006035463038687] User Vector: [-0.6734678017239281, -0.45222897876835316] Predicted: -0.5186949660198922 Movie Vector: [-0.19865417547491795, 0.02765921618273849] User Vector: [1.2236425815628549, -0.07409152470666318] Predicted: -0.2451310216155393 Movie Vector: [-1.1941764179371066, -0.652700414059744] User Vector: [-0.7991547696505364, -0.25719837671317747] Predicted: 1.1222052671748162 Movie Vector: [1.6719622309417768, -0.1610913007999616] User Vector: [0.763557233943756, -0.9179328555393461] Predicted: 1.424509854062191 Movie Vector: [1.269385676147688, 0.42967621022828206] User Vector: [-0.13309096454943975, -0.08393756171399822] Predicted: -0.20500973743681186 Movie Vector: [0.14036396157422093, 0.22770797149957653] User Vector: [0.8012206220582884, -0.4374199402533983] Predicted: 0.012858493318495687 Movie Vector: [0.14096757893012235, -0.7380954450549915] User Vector: [0.3851427635653524, -0.939980029879621] Predicted: 0.7480876214190673 Movie Vector: [0.9211694000193763, -0.19292535313439746] User Vector: [1.1305212817569719, -0.5622372484423256] Predicted: 1.1498714305262536 Movie Vector: [1.3324962294454967, -0.25883535535723584] User Vector: [0.09843068923085313, -0.5879605784917329] Predicted: 0.2833435075317869 Movie Vector: [-0.11959800941633567, -0.8028371936076355] User Vector: [0.18014672729381837, 0.1638958489037665] Predicted: -0.1531268733650491 Movie Vector: [1.6216037077710617, 0.5537174988402965] User Vector: [0.6021213204368144, -0.4382312827774264] Predicted: 0.7337458359352546 Movie Vector: [0.894986807219553, 0.05091420098270786] User Vector: [0.8202169452023613, -0.36355945510410065] Predicted: 0.7155730058477026 Movie Vector: [-0.21979715710756684, 0.9097116368658187] User Vector: [-0.5146971425150125, 0.21230653915350645] Predicted: 0.3062666979468413 Movie Vector: [1.001119569641163, 0.5421703452767752] User Vector: [1.5585543034740272, -0.7737459283998717] Predicted: 1.1407971163992434 Movie Vector: [0.05862741955508838, -0.5697693678595942] User Vector: [-0.10664509861788772, -0.03480296982283693] Predicted: 0.013577339175429649 Movie Vector: [-0.12640334781195806, -0.3024961535448229] User Vector: [-1.1025294418588072, 0.3914084254278638] Predicted: 0.02096386935523835 Movie Vector: [-1.3100086511661322, 0.04649341632437366] User Vector: [-0.8218908488490364, -0.538176146467384] Predicted: 1.0516624746729584 Movie Vector: [-0.5056884772087517, 0.14100632739771546] User Vector: [0.2099969493108292, -0.4085474397333161] Predicted: -0.16380081156001103 Movie Vector: [0.2879685663421522, -0.08132908478437412] User Vector: [1.6873624816896495, -0.7039880527420539] Predicted: 0.5431620587803493 Movie Vector: [-0.051627531100551446, -0.07679923204174702] User Vector: [-0.020953584928650043, -0.3537529985581812] Predicted: 0.028249740479305483 Movie Vector: [0.3146238901956614, -0.3935149067733523] User Vector: [0.8251151892252084, -0.3998870600486478] Predicted: 0.41696246984847796 Movie Vector: [1.8454700142119116, 0.39986107738263266] User Vector: [0.8172387455395448, -0.6251799932625226] Predicted: 1.258204453681369 Movie Vector: [-0.4679134189009807, 0.04974678281556823] User Vector: [-0.5155290166940028, -0.3847205633053009] Predicted: 0.2220843344365197 Movie Vector: [-0.9443993275207835, -0.48755591318118174] User Vector: [0.15779497048296062, 0.013853036336868213] Predicted: -0.15577559379182376 Movie Vector: [-0.4349362675460793, 0.3745176492850087] User Vector: [0.2259897317172837, 0.34149182666826733] Predicted: 0.029603585756987946 Movie Vector: [-0.5213993537382158, 0.07575150573239525] User Vector: [-0.9015905017143495, 0.890886885716402] Predicted: 0.5375747279606373 Movie Vector: [-0.41777441849878283, -0.23670048793384157] User Vector: [1.2770028709120695, 0.17051003653943225] Predicted: -0.5738589406630669 Movie Vector: [0.7916727220365076, 0.575471516384996] User Vector: [1.1856934964331636, -0.06880775985737206] Predicted: 0.8990842919180502 Movie Vector: [-0.8093693412191797, -0.11878857027216107] User Vector: [-0.5568610403491724, -0.00253489637173919] Predicted: 0.4510073700938237 Movie Vector: [-0.3566678559350939, 0.27881023097559665] User Vector: [0.7978746962510517, -1.1641631528409402] Predicted: -0.6091568547535883 Movie Vector: [0.5671635791527532, -0.40781513685891446] User Vector: [0.4888832585873933, 0.38589364269225235] Predicted: 0.119903510020761 Movie Vector: [-0.8073206117642, -0.27492169394313026] User Vector: [0.5110986237109647, -0.6205874328090318] Predicted: -0.2420075052984991 Movie Vector: [0.8704816975036347, -0.15429516683440897] User Vector: [0.8746027608805025, 0.7369994600547956] Predicted: 0.6476102412866014 Movie Vector: [0.3552086688993421, -0.05143884904486985] User Vector: [0.31504249225220904, -0.16916589056794573] Predicted: 0.120607523028104 Movie Vector: [0.7717390995408602, 0.6924543828294949] User Vector: [0.539595666612635, -1.4698409414669782] Predicted: -0.601370728113255 Movie Vector: [-0.5745721511858694, -0.02071881536139264] User Vector: [0.8780660341526362, 1.0721987443050647] Predicted: -0.5267269779402988 Movie Vector: [0.13309880775400024, 0.9190115066211237] User Vector: [0.35568005953085746, -0.1084612129240013] Predicted: -0.052336510833811974 Movie Vector: [0.34865395476132266, -1.5903731880231067] User Vector: [-0.6023729149039022, -0.616448161805407] Predicted: 0.7703629293190978 Movie Vector: [0.8691131628891022, -0.9290278428043994] User Vector: [-1.3957907533844913, -0.29336494010969205] Predicted: -0.940555918940809 Movie Vector: [-0.1520176633283786, -0.9178932848973252] User Vector: [0.865089667495986, 0.33910148520809424] Predicted: -0.44276788599348316 Movie Vector: [1.0818955304004432, 0.0017101360030160329] User Vector: [0.83066954403061, -0.5220941925146853] Predicted: 0.8978048148509061 Movie Vector: [0.7535265918632903, -0.08494679189121623] User Vector: [-0.2561428859141524, -0.7679805600180388] Predicted: -0.12777299104456682 Movie Vector: [1.2793326674889574, 1.123567260058991] User Vector: [0.5064721777823649, -0.13450360701771782] Predicted: 0.49682255300630584 Movie Vector: [0.314662809112137, 0.05333050060662385] User Vector: [-0.018817054941732136, -0.07732474707045763] Predicted: -0.010044794837730929 Movie Vector: [0.0570600311482775, -0.2599159676304883] User Vector: [0.8248708134169983, 0.6235420895885639] Predicted: -0.11500139126686931 Movie Vector: [0.8302262058634883, 0.3147723890945777] User Vector: [0.8110832230268126, 0.603484030392919] Predicted: 0.863342656920284 Movie Vector:
avg loss: 14.521591109394413: 30%|█████████████▍ | 20823/70000 [00:33<01:24, 582.11it/s]
[-1.7369808258411312, 2.546936227237547] User Vector: [0.07141463599547287, 0.6965606335893014] Predicted: 1.6500496587475706 Movie Vector: [0.365438697877123, 0.7965756371525468] User Vector: [0.2056379519944742, 0.023070123891519426] Predicted: 0.09352516404905427 Movie Vector: [0.7508564302215552, 1.1124939370156475] User Vector: [-0.4002801859705851, -0.23495450514674285] Predicted: -0.561938413976557 Movie Vector: [0.525987342840593, -1.5459791095685684] User Vector: [-0.04806398524219305, 0.662757052673349] Predicted: -1.0498896060361034 Movie Vector: [0.6868253915763696, 0.110617196995209] User Vector: [-0.13719902137841883, 0.7235647847929317] Predicted: -0.014193063243891482 Movie Vector: [1.5357545356331006, -0.30686356447484053] User Vector: [0.18472376467706064, -0.05002452092267272] Predicted: 0.299041062243495 Movie Vector: [0.46223234431002164, 0.1545104416350197] User Vector: [-1.982734605865027, 0.7653118992477488] Predicted: -0.7982353854722929 Movie Vector: [0.5893453575468102, 0.11059969394245575] User Vector: [-1.1052365401803628, -0.8451432883329244] Predicted: -0.7448386129735374 Movie Vector: [0.6620419403808201, 0.24132099029175957] User Vector: [-0.045030917141372626, 0.21296672335305827] Predicted: 0.021580984817348957 Movie Vector: [0.38481335024416846, 0.38274979398495795] User Vector: [-0.10837049885856527, 0.9380179809454351] Predicted: 0.3173237742276551 Movie Vector: [0.7947672190534854, 0.21006030413724994] User Vector: [-0.2875023776933101, -0.10486030181175525] Predicted: -0.250524452081078 Movie Vector: [-0.07221011991087592, -0.07567090718387015] User Vector: [1.693188889126036, -0.13172365388627333] Predicted: -0.11229772432840543 Movie Vector: [0.0023710589618204936, 0.4247050664265314] User Vector: [-0.542853593173631, -0.2688991665820331] Predicted: -0.1154899762823121 Movie Vector: [-0.4132881324772856, -1.0120091707996202] User Vector: [-0.007571618563159251, -0.37823373812442374] Predicted: 0.3859052717835372 Movie Vector: [-0.909523820145329, -0.7785624250586252] User Vector: [-0.1326966046694537, 0.6206362700722978] Predicted: -0.362513356707552 Movie Vector: [-0.3542694440185293, 0.5436891533999931] User Vector: [1.0251231852796039, -1.2834076010203996] Predicted: -1.0609446129654063 Movie Vector: [0.08310801600687291, -0.33272653830484805] User Vector: [1.7262615540237969, 0.09402475144096736] Predicted: 0.11218164280193217 Movie Vector: [1.0141844488780944, 0.9926740990108137] User Vector: [0.22902094717867108, 0.11322193426618331] Predicted: 0.3446619646818848 Movie Vector: [0.09865631273639056, -0.009164859159072003] User Vector: [-0.42857439255905655, -0.1377061145286663] Predicted: -0.04101951215811663 Movie Vector: [2.3335859356892517, -0.3227262799053959] User Vector: [1.2486665868513815, -0.5869810411758127] Predicted: 3.1033049932351515 Movie Vector: [0.3247200690351696, 0.5261618081181345] User Vector: [0.6254879312824742, -0.4595364416867815] Predicted: -0.03868204082738022 Movie Vector: [-1.7475562388326324, -0.1712300546103281] User Vector: [-0.2887184199774756, 0.09581319891867267] Predicted: 0.48814557681430304 Movie Vector: [0.44937957225529557, -0.6953030798133941] User Vector: [-0.013131783864765365, 0.7435465301113461] Predicted: -0.5228913477870788 Movie Vector: [1.1540583983649846, 0.2098593979289492] User Vector: [-0.16526871202474472, 0.31463886100186467] Predicted: -0.1246998231642191 Movie Vector: [1.344529336138567, -0.33071326688660785] User Vector: [0.17494334203590395, 0.14800222817350372] Predicted: 0.18627015514363965 Movie Vector: [0.4421841658577477, 0.05961291914518096] User Vector: [2.007169625326444, 0.42487951411259056] Predicted: 0.9128669346312194 Movie Vector: [0.11318733053456202, 1.078475968860072] User Vector: [-1.308184431847605, -0.7112046627372927] Predicted: -0.9150870413911055 Movie Vector: [0.894326951245746, 1.1230419874253132] User Vector: [-0.3190424981246521, -0.2007016426987749] Predicted: -0.510724676361604 Movie Vector: [0.6165024544361573, -0.001546157768236578] User Vector: [-0.9327797742159946, 0.41130695397865347] Predicted: -0.5756969656945891 Movie Vector: [0.24754791832328782, 1.075584760429867] User Vector: [0.6646650037398472, -1.357620618947564] Predicted: -1.2956996101272236 Movie Vector: [-0.17800448765919807, -0.9072999646504586] User Vector: [0.031987297877717966, 0.4898584808303377] Predicted: -0.450142464911418 Movie Vector: [0.8155320931984411, -0.6515822419497053] User Vector: [0.5268065609163233, 0.24323987867067526] Predicted: 0.2711368718589483 Movie Vector: [0.611916997298674, 0.20670455393014298] User Vector: [0.3031559006262778, 0.35301494917299464] Predicted: 0.2584760460240831 Movie Vector: [0.25820815962999405, 0.0072778186478370255] User Vector: [-1.3283122753591075, -0.406757307377185] Predicted: -0.3459413739511787 Movie Vector: [0.7669973797132507, -0.1651553672311814] User Vector: [0.21093448564103306, -2.334653138994596] Predicted: 0.5473666943059176 Movie Vector: [0.5308744798393094, 0.6169931706160908] User Vector: [0.30258274108330385, 0.8447938193101958] Predicted: 0.6818654723740261 Movie Vector: [-0.42975406139365285, -0.836037866306823] User Vector: [0.154326710562451, -0.20164362205566044] Predicted: 0.10225917289205771 Movie Vector: [-0.0068767787514806555, -0.29073524563694314] User Vector: [0.22467773933189214, -1.3360454310393355] Predicted: 0.3868904374715685 Movie Vector: [0.7905269027256537, -0.9288997646306942] User Vector: [-1.4900572130283247, -0.670031057751957] Predicted: -0.5555386216582531 Movie Vector: [0.37244900741250553, -0.06658720429890616] User Vector: [1.5022901935739064, 0.7537326131266147] Predicted: 0.5093375439451319 Movie Vector: [0.8287803987707064, -0.9751108319246067] User Vector: [-0.6709268441136595, 0.18049848456146317] Predicted: -0.7320570448523495 Movie Vector: [1.0893943595154276, 1.3217313954483392] User Vector: [1.7062410406893138, -0.7093198010817885] Predicted: 0.921239115197701 Movie Vector: [0.21256522827408258, 0.2508789693179323] User Vector: [-0.6227259667624013, -0.987087564702558] Predicted: -0.3800093981361742 Movie Vector: [-1.992686237688256, 0.42880286782159976] User Vector: [-0.05648946188966458, -0.33916572278897383] Predicted: -0.03286946131674787 Movie Vector: [0.06875417166906271, -0.012569111654778524] User Vector: [-1.05464688306464, -0.529915419951446] Predicted: -0.0658508067675096 Movie Vector: [1.4428334836589467, -1.0173032881128508] User Vector: [0.9134391311201651, -0.3319278014459945] Predicted: 1.6556118074915889 Movie Vector: [-0.4462901283950799, -1.3994818080130504] User Vector: [-0.4106341487446168, -0.1393727063896259] Predicted: 0.3783115340924651 Movie Vector: [-0.976589818977952, 0.44088332968531335] User Vector: [0.3740933039258639, 0.28540827520329365] Predicted: -0.23950396127045304 Movie Vector: [-0.18264578332451936, -1.769387266482044] User Vector: [-0.39370095677508005, -0.6677616567857589] Predicted: 1.253436792207472 Movie Vector: [0.2611088894256737, -1.6799638606214995] User Vector: [1.242348831255437, -0.3546791988266284] Predicted: 0.9202365597513138 Movie Vector: [-0.6934802507462696, 0.4633611008326455] User Vector: [1.2285696987144081, -0.05985984724133413] Predicted: -0.8797255474371553 Movie Vector: [0.7231377456716312, -1.4842094329007947] User Vector: [0.23396171391145507, -0.22522100914287674] Predicted: 0.5034616926286946 Movie Vector: [-0.3375038018527603, -0.3563317254931214] User Vector: [-0.2512585026033002, -0.2846011286331855] Predicted: 0.18621311111959826 Movie Vector: [-1.2367674456833613, 0.08067290183992376] User Vector: [0.06794386464922328, 1.0962323605887405] Predicted: 0.004405485687447475 Movie Vector: [0.6400382308953394, -0.35314603149348356] User Vector: [0.12627968005069273, -0.5036523072660876] Predicted: 0.25868663658123026 Movie Vector: [0.13373055008201343, -0.8461841146174796] User Vector: [-0.16064911294048584, 0.12490793339566944] Predicted: -0.12717880327283232 Movie Vector: [0.9571258234992169, 0.5658699985329115] User Vector: [0.6322511316116842, 0.558870660085134] Predicted: 0.921392024604607 Movie Vector: [-0.9590414950795223, 0.7958103529841882] User Vector: [-0.07082588678926817, -0.7160396221663683] Predicted: -0.5019067801101696 Movie Vector: [1.381965701472327, 1.096311047624224] User Vector: [0.36202223238211156, -0.5377689516667684] Predicted: -0.089259734459053 Movie Vector: [-0.5522783904760749, -0.4427044225736477] User Vector: [0.4439045458747737, -0.322962519779117] Predicted: -0.10218195228898866 Movie Vector: [1.124523154654412, -0.5217624348519317] User Vector: [0.9049467579110572, -0.05176224470471452] Predicted: 1.044641177830958 Movie Vector: [-1.6166398852900858, -0.3100843399813217] User Vector: [1.0199626038657856, -0.5645717478789762] Predicted: -1.4738473691006075 Movie Vector: [1.6284522086252597, 0.3040987994082644] User Vector: [0.6971334459405257, -0.5583696732383582] Predicted: 0.9654489524906176 Movie Vector: [-0.4061735495393529, -0.18904384919770578] User Vector: [1.2128282933056223, -0.13454640401526885] Predicted: -0.4671836027629439 Movie Vector: [-1.031358267480368, 0.563476675854863] User Vector: [0.9808549888554406, -1.1156401482696474] Predicted: -1.6402501041526305 Movie Vector: [-0.7586324208065429, -0.8037433509021742] User Vector: [-0.1435090583304623, -0.28123866991698865] Predicted: 0.3349143352912569 Movie Vector: [0.648247897638853, -0.57594160628491] User Vector: [0.8653347468524668, -1.496615758378173] Predicted: 1.4229147142725944 Movie Vector: [-1.0635467595942991, -1.1973370748932362] User Vector: [0.3624839054037029, -0.3560061730692918] Predicted: 0.04074080690952636 Movie Vector: [-0.6989352158497223, -0.5722613502842794] User Vector: [1.404690692986404, 1.2927744267735655] Predicted: -1.7215926317829742 Movie Vector: [0.5965207817867609, -0.5828388022143385] User Vector: [-0.45640092302071844, 0.34440769286643036] Predicted: -0.4729868025921923 Movie Vector: [0.5432793472513637, -0.13082660291844433] User Vector: [0.05089213351536434, -0.5782798790011766] Predicted: 0.10330303718226935 Movie Vector: [-0.7160842808446269, -0.0742619502743992] User Vector: [0.9524952925092549, -0.3560343761799021] Predicted: -0.6556270994045338 Movie Vector: [0.9389469433835158, 0.07629105485539137] User Vector: [0.49478561868431314, -0.35083056786412226] Predicted: 0.4378122101958878 Movie Vector: [1.19336201528732, 0.7382651596630645] User Vector: [0.6820224043123762, 0.35836534565846234] Predicted: 1.0784682800115748 Movie Vector: [0.7485997625892494, -0.7495023965035968] User Vector: [0.5760984083299683, -0.647963885938653] Predicted: 0.9169176170626624 Movie Vector: [0.204037231988862, -0.10303012659526849] User Vector: [0.5673728552999258, 0.4144743983850324] Predicted: 0.07306183716490636 Movie Vector: [1.112713885635514, -0.2790418978320797] User Vector: [0.8114790375759854, -0.3211701607480455] Predicted: 0.9925639241951107 Movie Vector: [1.017650973883763, 0.2617958228013212] User Vector: [1.6442364483257006, 0.2727837980560669] Predicted: 1.7446724817927861 Movie Vector: [-1.1210196092528502, -0.2377539805640077] User Vector: [-0.008103937334113291, -0.5064663133888159] Predicted: 0.12949905469346643 Movie Vector: [0.5963710911846453, 0.013624334391226067] User Vector: [0.01236116194058089, 0.3898228430992154] Predicted: 0.012682916402536496 Movie Vector: [-0.17615548515800672, 0.921172491888207] User Vector: [1.2253574572589219, -0.09273039975810835] Predicted: -0.30127413079439314 Movie Vector: [-0.23194184824347439, -0.5679168615475247] User Vector: [0.39262410829120625, 0.9329861579501162] Predicted: -0.6209245320323216 Movie Vector: [-0.01969436594488412, -0.3955623034941903] User Vector: [-0.7814108306551708, 0.17803901847728942] Predicted: -0.0550361334085025 Movie Vector: [0.49095282166586307, 0.4156602630925379] User Vector: [0.9270281172102826, -0.28508279205321685] Predicted: 0.3366294815599853 Movie Vector: [1.0857155996536896, -0.0006908620671026888] User Vector: [0.5998310572125654, -0.14904661289166843] Predicted: 0.651348906623524 Movie Vector: [0.4009463008561822, 0.9903958621139334] User Vector: [1.0079625113878874, -0.21656050214570677] Predicted: 0.1896582151202573 Movie Vector: [-0.8536989208509318, 0.7778691199110601] User Vector: [-0.29866255320500185, -0.44357021398064833] Predicted: -0.09007167259819349 Movie Vector: [0.44611592855834803, -0.5105093784110865] User Vector: [0.3674874195029478, 0.011409204749628463] Predicted: 0.1581174853601711 Movie Vector: [-1.1433184803687635, -0.4649541738096006] User Vector: [-0.0691219576075019, -0.47241028826271275] Predicted: 0.29867754681026804 Movie Vector: [0.07309353525028281, -0.10230510868839574] User Vector: [-0.0004989954936863925, 0.48186666332198025] Predicted: -0.04933389470917728 Movie Vector: [0.7565158563529595, -0.7540472711728899] User Vector: [0.39253319179613905, 0.486900702311719] Predicted: -0.07018856217169872 Movie Vector: [1.4322928332187936, 1.0215521890270358] User Vector: [1.2961644635071987, 0.011494230054666765] Predicted: 1.8682290276277684 Movie Vector: [1.6789669756556636, 1.1739138888502683] User Vector: [0.9745180555842672, -0.40240708965948013] Predicted: 1.163792360983076 Movie Vector: [-0.15029896141931764, -0.37391022340820235] User Vector: [-0.4173721415562119, -0.3354050040214759] Predicted: 0.1881419593871541 Movie Vector: [0.4998576845489953, 0.11717105389636068] User Vector: [-0.37952411748383286, -0.17608501903733131] Predicted: -0.2103401138519344 Movie Vector: [0.797754760074189, 0.30212911658400005] User Vector: [0.15491396547279557, -0.6497868776694509] Predicted: -0.07273618196025566 Movie Vector: [0.4332852123998018, -1.729118621951832] User Vector: [-0.6127762021450769, -0.5728001804191905] Predicted: 0.7249325917202178 Movie Vector: [-0.2215510056971349, -0.06858462007593136] User Vector: [0.5749788557807254, -0.6228665956232514] Predicted: -0.08466807493399814 Movie Vector: [0.44151566820925686, -0.3981395860402238] User Vector: [0.8918497675930507, -0.3794578368606287] Predicted: 0.5448428321685257 Movie Vector: [-0.9388895643567495, 0.4696461130156848] User Vector: [0.2340359414363366, -0.563107655775007] Predicted: -0.4841952248430901 Movie Vector: [-0.5741463709550598, -0.37096157939899355] User Vector: [1.2371129710991942, 1.446051789636944] Predicted: -1.246713578594496 Movie Vector: [-0.09816382449645068, 0.37490573431507523] User Vector: [0.6383427282947552, -0.6314496484699368] Predicted: -0.29939625769152967 Movie Vector: [-0.17166659768519038, -0.13337037225035947] User Vector: [0.007618996120353383, 0.035099253026983857] Predicted: -0.005989127583676123 Movie Vector: [0.4546676062184306, -0.14260688425078719] User Vector: [1.166905735290944, -0.3403548510047623] Predicted: 0.5790911821887211 Movie Vector: [-0.840176682326766, 0.1867342109793995] User Vector: [0.6039081710862924, 0.1572010474894096] Predicted: -0.4780347500452361 Movie Vector: [0.9701173364782194, 0.19132149527904374] User Vector: [1.043986026345758, -0.6107219804624504] Predicted: 0.8959447006971721 Movie Vector: [0.36361299485399806, -0.8884971557762794] User Vector: [-0.14108914787567586, 1.0098527810175923] Predicted: -0.9485531712873698 Movie Vector: [0.8261463271264289, 0.18304064285786906] User Vector: [0.5837098088279333, 0.6374694714402361] Predicted: 0.5989125365255539 Movie Vector: [0.5980327931453648, 0.06602793413573296] User Vector: [0.6331889274027059, 0.8489959177810533] Predicted: 0.4347251893841114 Movie Vector: [-0.8436489416213395, 0.22019265257490012] User Vector: [-0.8856318556207602, 0.13964124407715692] Predicted: 0.7779103536028056 Movie Vector: [0.18625625072157442, 0.20182623086102847] User Vector: [-0.47017184339615753, 0.581812614017049] Predicted: 0.02985260220864383 Movie Vector: [0.11239280202853257, 1.1080882866364359] User Vector: [0.5540647681586035, -0.4268061307378646] Predicted: -0.41066598233661233 Movie Vector: [0.3168368243220279, -0.13601315379088125] User Vector: [0.9753381870724461, 1.5198699227574823] Predicted: 0.10230075228588958 Movie Vector: [1.4359056201131892, -0.3843633414475883] User Vector: [-0.3886057697340938, 0.2870613849917554] Predicted: -0.6683370819056008 Movie Vector: [-0.43602629013434824, 0.9734703410752827] User Vector: [-0.30161737774697184, 1.5169580394346835] Predicted: 1.608226766304436 Movie Vector: [0.61261771963812, -0.7623528109058101] User Vector: [0.8462260575500128, -0.5305279693486489] Predicted: 0.9228625663717391 Movie Vector: [0.5426463047852805, -0.3971163863354243] User Vector: [-0.008015004499808201, -0.5989131092888677] Predicted: 0.23348889711504983 Movie Vector: [-0.20311056596663632, -0.41635022999208304] User Vector: [1.3484530651171345, 0.7083392491270747] Predicted: -0.5688022745218637 Movie Vector: [1.0162142276343227, -0.002819600991836521] User Vector: [1.3428297553888968, -0.600003458144246] Predicted: 1.3662944730626032 Movie Vector: [0.013445740497784076, -0.3025937074382814] User Vector: [0.17000035348905917, 0.8836264501681924] Predicted: -0.26509402290937567 Movie Vector: [0.5931954275581822, 0.5791318273089832] User Vector: [0.5111930575038577, 1.202236238834536] Predicted: 0.9994906541640992 Movie Vector: [-1.0903509896245795, 1.5988003981560106] User Vector: [0.7485007768398512, -0.3736424791259865] Predicted: -1.4135083071567245 Movie Vector: [-1.0507519219184107, -0.335399456136334] User Vector: [0.014047926446575904, -0.7493215334188263] Predicted: 0.23656114906721007 Movie Vector: [-0.8013664984592059, -0.6340610139282935] User Vector: [0.6282414029984076, -0.3402870233205606] Predicted: -0.2876888782746573 Movie Vector: [0.1583681942329489, 0.7498959052337346] User Vector: [-0.056026404230182, 0.44087254828355554] Predicted:
avg loss: 14.519645701706189: 30%|█████████████▍ | 20957/70000 [00:34<01:21, 604.60it/s]
0.3217357182205011 Movie Vector: [-0.8739569362274162, 0.2828998777795887] User Vector: [0.9418614868954607, 0.38251813198169615] Predicted: -0.7149320466516572 Movie Vector: [0.8660325243013035, -0.2897377172145419] User Vector: [0.42896584954181, 0.4505869278891486] Predicted: 0.24094634962443157 Movie Vector: [-0.20008061572398322, 0.04773875190966706] User Vector: [0.09723322820433838, 1.4022865353653717] Predicted: 0.047488924850119456 Movie Vector: [0.13286620760011036, 0.7592918885537555] User Vector: [0.5523356763886587, -0.8338402017100787] Predicted: -0.5597413548644872 Movie Vector: [1.7260961913489832, -0.22617003838402733] User Vector: [0.5185395214922979, -0.3489005223861283] Predicted: 0.9739599376520575 Movie Vector: [0.9543860711009446, -1.2731856704031876] User Vector: [1.129986432527731, -0.1660776916663685] Predicted: 1.289891048940773 Movie Vector: [0.9276359186695409, -0.5998210777404386] User Vector: [0.681641662765356, 0.06295122455374609] Predicted: 0.5945558186858659 Movie Vector: [-0.17387911945562182, 0.05478638244753467] User Vector: [-0.48625072904996347, 0.07645847526618502] Predicted: 0.08873773186915038 Movie Vector: [0.5625888923389728, -0.07818986505214283] User Vector: [0.018822143943248465, 0.1803967913651101] Predicted: -0.003516071660200664 Movie Vector: [0.20399964649596092, 0.6142660237042203] User Vector: [0.9586237562258381, -0.6703977425825601] Predicted: -0.21624364824377348 Movie Vector: [1.7369800227133758, -0.8260313146954774] User Vector: [0.3502060615657076, 0.23183677239621825] Predicted: 0.4167964988755603 Movie Vector: [0.35335775199254227, -0.0698533889165312] User Vector: [0.17601385678185663, -0.3334711715808914] Predicted: 0.08548995219286545 Movie Vector: [0.24692472226922962, -0.11639212812133529] User Vector: [1.0347017999961918, 0.8725137514474026] Predicted: 0.15393972224943864 Movie Vector: [1.4101089013000891, -0.9046865259507786] User Vector: [-0.008855949153963344, -0.06919997641331888] Predicted: 0.05011643352577658 Movie Vector: [1.0324464864892324, -0.2713080366236962] User Vector: [1.3007125026839064, 1.8456119476712367] Predicted: 0.8421866994366964 Movie Vector: [-0.350033817702393, -0.3076839264402659] User Vector: [1.0726102327557518, -1.0231410497208138] Predicted: -0.06064579919783292 Movie Vector: [-0.14170190998377752, 0.03219963058863429] User Vector: [-0.13211321939812692, 0.29060627538326583] Predicted: 0.028078110236900516 Movie Vector: [-0.03223600483838018, 0.22546841680914825] User Vector: [1.1959775897791451, -0.3494732630738264] Predicted: -0.1173487227130974 Movie Vector: [0.5261858195462126, -0.5080234871068438] User Vector: [0.7657199684770999, 0.09317941653779885] Predicted: 0.3555736570399092 Movie Vector: [0.42764360974775145, -0.7440668190660976] User Vector: [-0.995534945985155, 0.22772371309521117] Predicted: -0.5951758167597989 Movie Vector: [0.7223255630917518, -0.2594468458711565] User Vector: [1.0737917583994276, 1.2923919014701335] Predicted: 0.4403202340632963 Movie Vector: [0.214937897446326, 0.12762966603674378] User Vector: [0.12034447423642818, -0.338402944833931] Predicted: -0.017323666573343822 Movie Vector: [-0.27002200165608825, -0.5746310329465814] User Vector: [0.77680339361289, 0.3721874534265308] Predicted: -0.4236244680488398 Movie Vector: [0.37160541985961204, -1.0121718058769709] User Vector: [0.1917708332061135, -0.7996113041823694] Predicted: 0.8806070987442941 Movie Vector: [0.4586840094296434, -0.8018672269379501] User Vector: [-0.07280636108367382, 0.38074006854528963] Predicted: -0.3386980965624183 Movie Vector: [0.7944102943923307, -0.1474447299360268] User Vector: [0.82785680897295, 0.11428688098672393] Predicted: 0.6408069730285783 Movie Vector: [-0.5452590871846285, -0.23702536356449155] User Vector: [0.9637217573611105, 0.07700444757506049] Predicted: -0.5437300529012468 Movie Vector: [-0.409630114947699, -0.8623318593338705] User Vector: [-1.5881080232971423, -0.16121114374892997] Predicted: 0.7895543774669261 Movie Vector: [-0.6791361511194134, -0.6231660175620778] User Vector: [0.17382884507463917, -0.8468982045871449] Predicted: 0.40970472863552165 Movie Vector: [0.7466253311275675, 1.5527508083765487] User Vector: [0.09116373147562201, -1.1926623465973658] Predicted: -1.7838422715995204 Movie Vector: [-0.2682781087701419, -0.154942992184107] User Vector: [0.5682225500651809, 1.0361515323677237] Predicted: -0.31298608987323673 Movie Vector: [1.1159455340970341, 0.2824187351191073] User Vector: [1.0012213832560308, 2.025461675013574] Predicted: 1.6893368555765846 Movie Vector: [-1.3336295349779403, -0.6975817270326736] User Vector: [0.5561284637333045, -0.6957961321021956] Predicted: -0.2562946769821393 Movie Vector: [-0.0294715021205482, 0.4446586911547261] User Vector: [1.8286850171373097, -0.5749696076181379] Predicted: -0.30955932753760457 Movie Vector: [0.6113603829585477, 0.1529697027939398] User Vector: [-0.5302243176708283, -0.713350112847324] Predicted: -0.4332790966554508 Movie Vector: [0.515065040963128, -1.3953708617455665] User Vector: [0.7079742149295843, 0.7459157617485442] Predicted: -0.6761763512471222 Movie Vector: [-0.035476215594932914, 0.008586652988002664] User Vector: [-0.5264290790033362, -0.26183892865469316] Predicted: 0.01642739148305609 Movie Vector: [-1.1579418878776495, -0.5648970630993302] User Vector: [1.2463784930602921, -0.32134892634376944] Predicted: -1.2617048005426164 Movie Vector: [1.0627679620332326, -0.587341312974178] User Vector: [0.15217814541991592, 0.39975460463270657] Predicted: -0.07306233687852634 Movie Vector: [0.3112672336170899, 0.039377094129032376] User Vector: [0.3531076576065907, -0.6352444470013645] Predicted: 0.08489676336769622 Movie Vector: [-0.0632649229733359, 0.1253380844574622] User Vector: [-0.5657426127164346, 0.9153748167650562] Predicted: 0.15052298891017163 Movie Vector: [-0.34820896916458677, -0.22128042954506782] User Vector: [-0.7255926465330479, 1.2030056898434027] Predicted: -0.013543748311031778 Movie Vector: [1.811939212048548, -1.254222267909257] User Vector: [-0.24359760442855038, -0.09671248757528855] Predicted: -0.32008509592335727 Movie Vector: [1.091625772479071, 0.072232743957715] User Vector: [0.36852453725663736, 0.023930504640959208] Predicted: 0.4040194486747783 Movie Vector: [0.36685414455669973, 0.5381985372848208] User Vector: [0.7003508449567043, 0.1045839329198403] Predicted: 0.3132135298371055 Movie Vector: [1.421568099421797, -0.5573362995509895] User Vector: [0.0067591033066725925, -0.24985445597439293] Predicted: 0.14886148356055592 Movie Vector: [-0.18356500557582095, -0.0004689895660271448] User Vector: [-0.7077137316428173, 1.5710099165628213] Predicted: 0.12917468783610564 Movie Vector: [-0.2497294411117485, 0.2938940979729687] User Vector: [0.6729740403355761, 0.6572468181194911] Predicted: 0.02509952978111299 Movie Vector: [0.41968655385952547, -0.6953077683657942] User Vector: [-0.20155808999134456, -0.5708322584239106] Predicted: 0.3123128835249601 Movie Vector: [-0.05419532246522478, 0.004852121089624198] User Vector: [0.20769216034629767, 1.004721689409265] Predicted: -0.006380912305081227 Movie Vector: [0.0598640384054584, -0.8348390045770763] User Vector: [-0.5355457461743462, 0.0927088994055534] Predicted: -0.10945693641202943 Movie Vector: [-0.12935422378987413, 0.4114561788606552] User Vector: [0.959970087061788, 0.5038489912073911] Predicted: 0.08313559517161356 Movie Vector: [0.37347761560997456, -0.07254004744381595] User Vector: [-0.7231793853805262, 0.2772385087260692] Predicted: -0.2902022070864476 Movie Vector: [1.7713529303612023, 0.2948634056898606] User Vector: [0.396794903297924, 0.20323318984394392] Predicted: 0.7627898452157669 Movie Vector: [-0.003387272097736427, 0.28115261699636984] User Vector: [0.7160827711092453, 0.15498835959212207] Predicted: 0.041149815713051416 Movie Vector: [-0.01958524726241865, 0.7591817566740556] User Vector: [0.6352598230027405, 0.12095774989495013] Predicted: 0.07938719633920033 Movie Vector: [0.8544513393743145, -0.8685584432391048] User Vector: [0.9444409737386317, -1.1595864698791658] Predicted: 1.814147474050333 Movie Vector: [-0.6132910270752936, 0.6335699999870179] User Vector: [0.8136300321962461, 0.19163167669246167] Predicted: -0.37757991670538477 Movie Vector: [0.6530750187464903, -0.6948075254207258] User Vector: [0.09253089163926072, 0.3916543524087953] Predicted: -0.21169477762547229 Movie Vector: [1.1406469823365526, 0.9727742524901644] User Vector: [-0.1704831548381938, 1.0686100825937068] Predicted: 0.8450552781931451 Movie Vector: [0.2223635601503094, 1.0233758189510163] User Vector: [0.15463381500083778, -0.631338035871194] Predicted: -0.6117111538713986 Movie Vector: [-0.37933449908485223, -0.07009613789863006] User Vector: [1.0244004037379915, -1.065518067983118] Predicted: -0.3139017125874448 Movie Vector: [0.15429801656463515, -0.5611709783460342] User Vector: [0.8820944348090594, -0.9293537546046451] Predicted: 0.6576317774147896 Movie Vector: [0.8892155508192006, 0.25191854088789656] User Vector: [0.9121943341917615, 0.09863360494392978] Predicted: 0.8359850211724692 Movie Vector: [-0.9702026494714817, 0.6829726726380514] User Vector: [0.5521198409882457, 0.1358154581090281] Predicted: -0.44290988614228494 Movie Vector: [0.8397004039063846, -1.2760906467304274] User Vector: [-0.43689592878554906, 0.6178702088537017] Predicted: -1.155320082277865 Movie Vector: [-0.044789538303868365, 0.05035309395764215] User Vector: [-0.3647309273175408, -0.895921391717275] Predicted: -0.028776284176107045 Movie Vector: [-0.2265701977303352, -0.22899213466132548] User Vector: [0.815597127677806, 0.7918898631733946] Predicted: -0.3661265526709946 Movie Vector: [1.711062084378887, 1.7984737181424466] User Vector: [0.10992763223860974, -1.3245067046457273] Predicted: -2.1939974942597695 Movie Vector: [-0.559174776152194, 1.162253447687963] User Vector: [1.7591248617319413, -0.6451573552486712] Predicted: -1.7334946112217335 Movie Vector: [-1.0310895779305105, -0.5976029015205715] User Vector: [0.009530901259839943, 0.4678283537233358] Predicted: -0.2894027945559635 Movie Vector: [0.6519537155432725, 0.28903168162314996] User Vector: [-0.07694435184925302, 0.9197695946696823] Predicted: 0.21567839657503193 Movie Vector: [1.369864430336759, -0.42077780369215356] User Vector: [0.33262894195142845, 0.612530325119056] Predicted: 0.19791739118137525 Movie Vector: [-0.9480881349826041, -1.7032110040747337] User Vector: [-0.15106393476271823, 0.294912540797755] Predicted: -0.3590763605540559 Movie Vector: [-0.5510284408950096, 0.06054290601727996] User Vector: [0.8291464885547368, -0.19407103122131472] Predicted: -0.46863292106579724 Movie Vector: [0.48506630951625906, -1.066255620889175] User Vector: [-0.8070759922085383, 1.122030474202942] Predicted: -1.587856672967602 Movie Vector: [1.7653587034000637, -0.2980879446299102] User Vector: [0.4975187448365379, 0.42765203937885105] Predicted: 0.7508211288666267 Movie Vector: [0.6560290652586771, 0.35097029792164636] User Vector: [0.5736192964122742, -0.7122104785856704] Predicted: 0.12634620698755317 Movie Vector: [-0.13888203811582847, -0.7988433296528995] User Vector: [0.42964777452687664, -0.6483243753625763] Predicted: 0.45823924411155414 Movie Vector: [0.19795889586755994, 0.8992330466297674] User Vector: [0.6548357795221682, 0.2461872563467505] Predicted: 0.35101028445489335 Movie Vector: [2.5439062847150917, 1.1867552225523565] User Vector: [0.4018054277840396, 0.24162905960560357] Predicted: 1.308909901379819 Movie Vector: [-0.7824062320930943, 0.2803146500435] User Vector: [-0.44706525280289205, 0.7167750581270802] Predicted: 0.5507091895240592 Movie Vector: [-0.07670056632412538, 0.33145967416446975] User Vector: [0.5879124821595529, 0.3146873490433519] Predicted: 0.059212945846930216 Movie Vector: [0.13708152767792345, 1.5242554197768363] User Vector: [1.0149602976890177, -0.11454324480594832] Predicted: -0.03546085355464118 Movie Vector: [1.195796791441712, 0.21160460670522085] User Vector: [-0.3112480462826991, 0.46779426604659846] Predicted: -0.2732019934016051 Movie Vector: [0.39210841053778595, 0.16465822085621784] User Vector: [-0.09348974941420542, -0.16265295975308164] Predicted: -0.06344026401432042 Movie Vector: [-0.7322326924062039, 0.790288805662613] User Vector: [-0.5325570004050705, 0.05102909280686258] Predicted: 0.4302833670747586 Movie Vector: [-0.8719167815371498, 0.42382598061214294] User Vector: [0.7145795780725794, -0.1491196296193857] Predicted: -0.6862546991171736 Movie Vector: [-0.8530624920690757, -0.9849585094064706] User Vector: [0.9578315293526541, -1.4416918188366001] Predicted: 0.6029164734928919 Movie Vector: [0.4411929062695663, -0.7103976943726998] User Vector: [-0.33446277124467255, 1.4080006787900805] Predicted: -1.1478030379720798 Movie Vector: [-0.6694137209735495, 0.202190679420574] User Vector: [0.4129044237239083, -0.12081231972615752] Predicted: -0.300831011699268 Movie Vector: [0.32645397366671935, 0.10981810160320749] User Vector: [0.9824644793676828, 0.4706503842925178] Predicted: 0.37241536499780903 Movie Vector: [0.3870815372756683, -0.7222564588206322] User Vector: [-0.3363305917225313, 0.22709133070097837] Predicted: -0.29420554281774636 Movie Vector: [1.8291558124257223, 0.3244692902577009] User Vector: [-0.6621053633984028, -0.5885280138175505] Predicted: -1.4020531408385886 Movie Vector: [-0.020630569706524417, 0.21141866461328834] User Vector: [-1.4406328292234232, 1.124935196916408] Predicted: 0.26755337311335486 Movie Vector: [0.9780456499448666, 0.26152354782104553] User Vector: [0.6326857814264538, 0.22073516804310764] Predicted: 0.67652302058162 Movie Vector: [-0.7366915592862053, -0.6690922016685171] User Vector: [0.7171042842946804, 0.4552720429699345] Predicted: -0.8329036469567437 Movie Vector: [-0.9139888621813157, 0.1275734473502779] User Vector: [0.3799513116503068, 0.05912526177307134] Predicted: -0.33972845354968406 Movie Vector: [0.6664481629115983, -0.6382031846987731] User Vector: [0.6506127891155206, -0.9441101602609687] Predicted: 1.0361338090578491 Movie Vector: [0.14229886370370823, -1.5503269426888644] User Vector: [0.2648302524990826, -0.3504319639592519] Predicted: 0.580969159310387 Movie Vector: [-0.29896985469389953, 0.38669668828019155] User Vector: [-1.032446945965336, -0.14881366237623458] Predicted: 0.2511247630026804 Movie Vector: [-0.691182314695639, 1.4983567737008687] User Vector: [0.7556372237941882, 0.38406769206445246] Predicted: 0.05318734255217816 Movie Vector: [0.6907770014451269, 0.1703509313822184] User Vector: [0.5451704643788424, 0.0356191440507951] Predicted: 0.38265897302415447 Movie Vector: [0.6112975275262992, -0.1018666032619569] User Vector: [1.5333881095216284, -0.15499489460109117] Predicted: 0.9531451635247558 Movie Vector: [-0.8281527524680651, -1.1165017931265528] User Vector: [-0.5430925077711066, 0.3050705825496831] Predicted: 0.10915170270854274 Movie Vector: [1.5803037606701507, -1.0672575820093075] User Vector: [0.4847274229654918, 0.44150531731841747] Predicted: 0.29481667200681116 Movie Vector: [1.2442014800624017, 0.4137930883327991] User Vector: [0.04486438157028266, -0.12299171659385089] Predicted: 0.0049272077031080955 Movie Vector: [-0.758396800546052, 0.2590587811532775] User Vector: [0.7470393368751521, 1.2556546557695702] Predicted: -0.24126387829505652 Movie Vector: [1.4941513199104133, 1.0014981598697765] User Vector: [-0.21240625221736284, 1.2114683491266025] Predicted: 0.8959162402829716 Movie Vector: [0.19454512916960878, -0.20634725128924927] User Vector: [1.7445413139058885, 0.02084094175756425] Predicted: 0.33509154420958737 Movie Vector: [0.24210922048907507, 0.05122519635884097] User Vector: [0.8296556273416296, -0.7642605810194866] Predicted: 0.1617178788780114 Movie Vector: [1.2590516522828787, -0.33695999782149955] User Vector: [0.12719558034724757, 0.8035864016196773] Predicted: -0.11063066653987141 Movie Vector: [1.5069529807932778, -0.3374873608742621] User Vector: [-0.5684173142101602, -0.7498239444025423] Predicted: -0.6035220618667665 Movie Vector: [-0.12483343817153539, 0.20690189155697986] User Vector: [1.0308688132087571, -0.4658707647497192] Predicted: -0.22507644070447314 Movie Vector: [0.7128436536683166, 0.306556425153835] User Vector: [0.2849889817885288, 0.14356022589645634] Predicted: 0.24716189667844285 Movie Vector: [0.4404335811779736, 1.0290878025607744] User Vector: [0.9380746382985877, 0.3961813051602827] Predicted: 0.8208649211011342 Movie Vector: [1.0689645313791096, 0.1334968184063706] User Vector: [0.5568881147346356, 0.30975742659820027] Predicted: 0.6366452735265102 Movie Vector: [-0.6868076324462891, 0.24392127990722656] User Vector: [0.17283842702065189, -0.2360003941741488] Predicted: -0.176272269063363 Movie Vector: [1.1159639295046726, -0.22861399407273866] User Vector: [0.8264049160338555, -0.39656426454782884] Predicted: 1.0128982178839177 Movie Vector: [-0.46848930682541756, 1.1367402246664458] User Vector: [0.7230519766082071, 0.25779961804161033] Predicted: -0.04569092358838295 Movie Vector: [-0.4733659162086687, -1.1977994297595762] User Vector: [-0.008456380331727992, 0.8791405845291004] Predicted: -1.0490311286039196 Movie Vector: [-0.15725974567036782, 0.40696101400812995] User Vector: [-0.617220201030113, -0.6511216330764672] Predicted: -0.1679172282028198 Movie Vector: [0.991499932979013, 0.9018427875514243] User Vector: [-0.08226678715358249, -0.7875820139491436] Predicted: -0.7918426728344362 Movie Vector: [-0.005420878918021104, 0.024127753965009796] User Vector: [1.0552145064581036, 0.8628447416508583] Predicted: 0.015098315564505575
avg loss: 14.517242541214081: 30%|█████████████▌ | 21088/70000 [00:34<01:18, 626.71it/s]
Movie Vector: [1.7019260601446056, -0.9258166924369131] User Vector: [0.6705735217296658, 0.3239549417519444] Predicted: 0.8413436592032852 Movie Vector: [0.7085431238964714, 0.49327338380870317] User Vector: [-0.14309420099885686, 0.3793693042799924] Predicted: 0.08574436824814574 Movie Vector: [0.6240057875070529, -0.49520444414706477] User Vector: [0.5859506220697303, -0.5617208508214642] Predicted: 0.643803241061729 Movie Vector: [0.22451570976904803, -0.17417009848633525] User Vector: [0.10087041712625514, 0.3630348498773773] Predicted: -0.040582822261313614 Movie Vector: [-0.8222924602506382, -0.300077514904897] User Vector: [0.838004609658911, 0.5637159154666549] Predicted: -0.8582433432033745 Movie Vector: [-0.6510517914969932, -0.759993675428611] User Vector: [0.4057401750386359, 0.9646854974108002] Predicted: -0.9973127446511194 Movie Vector: [1.1776964318681915, -0.22176692698796707] User Vector: [-0.8435016573006482, 0.6981586970643293] Predicted: -1.1482174008757586 Movie Vector: [-0.349774357619912, 0.579624534418822] User Vector: [-0.5302030178571785, -0.6059394608454964] Predicted: -0.16576595789942955 Movie Vector: [0.16493364378200276, 0.07771307171094363] User Vector: [0.2273364827714231, -0.5500097742668739] Predicted: -0.00524751456124619 Movie Vector: [0.08777309933185479, -0.9583903685319042] User Vector: [0.4137625533887489, -0.7396954635062511] Predicted: 0.7452342295695263 Movie Vector: [0.9698540549137463, 1.3329353686312329] User Vector: [0.10710909624493303, -0.002631892556028942] Predicted: 0.1003720486369268 Movie Vector: [0.8695552725570281, -0.3992428414604347] User Vector: [-1.0167912139607629, -0.66996938891609] Predicted: -0.6166756786668719 Movie Vector: [-0.22153875823396718, 1.0542849778301175] User Vector: [0.6457830589503, -0.9086416381968473] Predicted: -1.101033206350267 Movie Vector: [1.0891367869897863, -0.26015671308241783] User Vector: [0.5987871379898333, -0.8466338610607685] Predicted: 0.8724185820389028 Movie Vector: [-1.0296787841347665, -0.528353486285619] User Vector: [-0.39714462117270016, 0.07913596583898505] Predicted: 0.36711962721316094 Movie Vector: [-0.2698672819540583, -0.2169513927429504] User Vector: [0.40794660852722403, -0.6283070045110458] Predicted: 0.02622063727320441 Movie Vector: [-0.33669024754852256, 0.22026034581157497] User Vector: [0.6873415284026307, 0.3938454026031147] Predicted: -0.14467266477460056 Movie Vector: [1.5099756431848674, -1.000360496832576] User Vector: [-0.04976639629472057, 1.5943155757739538] Predicted: -1.6700363677432608 Movie Vector: [0.007660322134068427, -0.7281241532606124] User Vector: [-0.4699564027883367, -0.23376081085526992] Predicted: 0.16660687503518093 Movie Vector: [0.8977786852566418, 0.35938396451391225] User Vector: [0.4479712987709949, -0.7770238177882237] Predicted: 0.12292918348486648 Movie Vector: [0.8216361398728725, 0.4992448134262167] User Vector: [1.539315053230543, -0.6870092488877703] Predicted: 0.9217710741014885 Movie Vector: [1.0833211712237822, 0.5307572250523463] User Vector: [0.15995095326412162, 0.1904361540022132] Predicted: 0.27435361867630464 Movie Vector: [0.7186848611120237, -1.104947146014499] User Vector: [-0.5114368159874706, -0.830824396828616] Predicted: 0.5504551490494658 Movie Vector: [-0.5732762883125473, 0.15564388548360855] User Vector: [0.14662583302694288, -0.9257246351676314] Predicted: -0.22814049243380724 Movie Vector: [0.3456419575119358, 0.6543086419254275] User Vector: [0.7913854707908141, -2.205894804487002] Predicted: -1.1698000104836048 Movie Vector: [0.5952749412657156, -0.7039591811725353] User Vector: [-0.399837004760064, -0.7272048312929029] Predicted: 0.27390956805725686 Movie Vector: [-1.1224310926229077, -0.32596650607718747] User Vector: [-0.31378725352462505, 0.18502765664560727] Predicted: 0.29189175106036813 Movie Vector: [0.6640425936147192, -1.2384093477155704] User Vector: [-1.1822412534797957, 0.1761364638273784] Predicted: -1.003187591516431 Movie Vector: [0.017696553966200422, -1.5204319525524221] User Vector: [0.5809472296092598, -0.13098623939305665] Predicted: 0.20943642771817902 Movie Vector: [0.7825005546292297, -0.8066078702140275] User Vector: [0.5615201207774861, -0.45808508059442155] Predicted: 0.8088848371789424 Movie Vector: [0.14747537704536712, -0.9374161529683337] User Vector: [-0.9440790702953559, 1.2718547623040788] Predicted: -1.3314856152659913 Movie Vector: [0.5294420199706532, 0.04275885139734116] User Vector: [0.6237680673114627, -0.5757863325145554] Predicted: 0.30562906332196127 Movie Vector: [-0.2742047247198226, -0.2500252606913457] User Vector: [0.11487371865731967, -0.14858147895261245] Predicted: 0.005650206607059928 Movie Vector: [0.8707866911776642, 0.19520246153496984] User Vector: [-0.41363421208238116, -0.2294514871177374] Predicted: -0.40497666198533866 Movie Vector: [-0.7032950556216893, -0.859645794856855] User Vector: [-0.1354843902698408, -0.06468131115014164] Predicted: 0.1508885189267454 Movie Vector: [0.9702635925188673, -0.8010923469791114] User Vector: [0.8193302738196477, 0.21553140114891417] Predicted: 0.6223057789416386 Movie Vector: [-0.23586497177810875, 0.9163394221062685] User Vector: [-0.6880922604787989, 0.10958432301776427] Predicted: 0.26271329682457173 Movie Vector: [0.37727104240686704, 0.25857592122586864] User Vector: [0.07190798732681661, 0.32041459901728553] Predicted: 0.1099803014512798 Movie Vector: [-0.7557556990003528, -0.33753296963546026] User Vector: [-0.432216529942783, -0.9526221884727697] Predicted: 0.6481915019222599 Movie Vector: [1.7967066528165723, -0.27368045151718207] User Vector: [0.8274249251026511, -1.5922612035334975] Predicted: 1.9224106327545267 Movie Vector: [1.0168571022912385, 0.4396743556065251] User Vector: [0.18691738485901993, 0.29123641587060733] Predicted: 0.31811745381266243 Movie Vector: [0.09033320893085124, 0.04902094541401853] User Vector: [-0.38572767195106084, -0.49898849256612954] Predicted: -0.059304906037073654 Movie Vector: [-0.44086602191268254, 0.19449629834062218] User Vector: [0.5642050772478493, -0.7304950275580318] Predicted: -0.39081742676546505 Movie Vector: [0.09042676397427403, -0.08739245873960139] User Vector: [0.7190846529545736, -0.9726234261841388] Predicted: 0.15002445083221305 Movie Vector: [-0.9989642115275364, -1.260765507001706] User Vector: [1.0213477126935357, -0.04351943799606482] Predicted: -0.9654220061968128 Movie Vector: [1.0230844765769396, -0.8905546913597672] User Vector: [0.46468926063245175, -0.09982298473034447] Predicted: 0.5643141963422196 Movie Vector: [-0.7464830026135674, -1.6104415740270734] User Vector: [0.1250671675726222, 1.9135323195747205] Predicted: -3.174992515465575 Movie Vector: [-0.3183678194248853, -0.4748197491675186] User Vector: [0.5670041396674466, 0.5405378864872885] Predicted: -0.43717393522824305 Movie Vector: [-1.0268789235420055, 0.38611448409528937] User Vector: [0.13907735996411819, -0.20053638296844087] Predicted: -0.2202456117412126 Movie Vector: [-0.0734070652861568, -1.2485445346592479] User Vector: [0.31347145308081614, -0.09077944280529862] Predicted: 0.09033115775231745 Movie Vector: [1.6682030363196636, 0.1814026080095441] User Vector: [-0.39186497428405687, -0.7893634549362223] Predicted: -0.7969029293208455 Movie Vector: [0.9817839843642674, -0.6945691364573722] User Vector: [0.2803203927943287, -0.51919495489749] Predicted: 0.6358308636123464 Movie Vector: [-0.09917276598673629, -0.7002093699310159] User Vector: [0.9054226180636175, 0.13138954464229896] Predicted: -0.1817934556898285 Movie Vector: [0.6201112839496434, -0.7944613689649895] User Vector: [1.0544983820739147, -0.12115202937593707] Predicted: 0.7501569527415705 Movie Vector: [0.4854717568674477, 1.214455421830329] User Vector: [-1.4510951286469542, -0.05834480714457135] Predicted: -0.7753228688584015 Movie Vector: [0.7460041588808077, -0.35730917579239335] User Vector: [0.37705221495695795, -0.17814570734833998] Predicted: 0.3449356163366992 Movie Vector: [-0.23817381679622796, -0.2093609973312225] User Vector: [0.34754489423260193, -0.6768650807083334] Predicted: 0.05893305438835493 Movie Vector: [0.9670144152294272, 0.7706453610909717] User Vector: [0.6217468046362646, -0.6409526935662487] Predicted: 0.10729090273050962 Movie Vector: [-0.4749067228326003, -1.0376143880665945] User Vector: [0.07752595054482182, 0.6492382730627482] Predicted: -0.7104765685211395 Movie Vector: [1.5665190136884926, -0.3151948058765494] User Vector: [0.2839696042714204, 0.27030794169558675] Predicted: 0.35964412519114686 Movie Vector: [-0.9700636672268579, -0.5228155391554402] User Vector: [0.6521132407034581, -0.6142268106054656] Predicted: -0.31146404057356425 Movie Vector: [0.8217766517327375, -0.8176308389016954] User Vector: [0.655131286089072, -0.4694927684528593] Predicted: 0.9222433608560305 Movie Vector: [0.007274275136190722, 0.4440502778965063] User Vector: [0.2638779244129819, 0.3245130439821424] Predicted: 0.1460196279858585 Movie Vector: [-0.8728884376131452, -0.6143450889788686] User Vector: [0.27567484935967557, 0.32983947355127013] Predicted: -0.44326864927440457 Movie Vector: [0.7678758167828169, -0.8596894058596274] User Vector: [-0.2174515028265137, -0.5096519981331479] Predicted: 0.2711666731266976 Movie Vector: [0.703083350105135, -0.09498993222481036] User Vector: [0.017511768970604816, 2.4519397483131895] Predicted: -0.2205973573174685 Movie Vector: [-0.020927599661648602, -0.05825244393808071] User Vector: [0.30069405064762966, -0.8294062347210085] Predicted: 0.042022135477387076 Movie Vector: [0.8088224043728371, -1.0462773082829921] User Vector: [1.6725784362812524, 0.8837372189577931] Predicted: 0.42818471365450583 Movie Vector: [0.07249291462604018, 1.149513422517217] User Vector: [0.3778806740550621, -0.3190533372670879] Predicted: -0.33936242224432606 Movie Vector: [0.9443250113494391, -0.02860751174410253] User Vector: [0.17848216709142195, -1.1854383673813083] Predicted: 0.20245761648105004 Movie Vector: [0.7216026806733054, -0.9681420767842094] User Vector: [-1.8740283597544405, 0.10162044566960282] Predicted: -1.4506869173709078 Movie Vector: [-1.0289588789007669, 0.28237713224051597] User Vector: [0.8247880910495198, -0.09953512725194673] Predicted: -0.8767794732876171 Movie Vector: [-0.12191318712552322, 0.5126369561751193] User Vector: [0.46618322321086886, -0.22083625634545126] Predicted: -0.17004270879212674 Movie Vector: [-1.0898378400633653, 0.03030217868292307] User Vector: [1.2210538564727824, 0.08298694447484994] Predicted: -1.3282360123195127 Movie Vector: [0.17259916351472523, -0.4335243749552562] User Vector: [0.1719211463839357, 0.8130309998355599] Predicted: -0.3227953099665982 Movie Vector: [0.3898585993301609, 0.314664780810461] User Vector: [0.6862558012545582, -0.20798385219400056] Predicted: 0.20209753219655885 Movie Vector: [1.1281901184924852, 0.16643981892587106] User Vector: [0.34439374834631276, 0.8148926148545269] Predicted: 0.5241722030153148 Movie Vector: [-0.8301734221344325, -0.5632374226431168] User Vector: [0.7789588305349961, 0.2598477051272656] Predicted: -0.7930268697626829 Movie Vector: [0.6125608808789269, -0.5685778762083686] User Vector: [1.7017232855408002, 0.2875725755792058] Predicted: 0.878901710524459 Movie Vector: [-0.12150866035082608, -0.5750432970177216] User Vector: [0.41437957558376715, -0.08960851329902828] Predicted: 0.0011780678224021443 Movie Vector: [0.619539076364059, -0.32219419111159936] User Vector: [0.7586577018942908, 0.3381672353973974] Predicted: 0.3610625730387583 Movie Vector: [-0.18278642221322317, 0.29715363968010045] User Vector: [-0.04697987103079939, -0.147700279101812] Predicted: -0.035302392975111646 Movie Vector: [-0.7081032944509461, -0.24296017558761288] User Vector: [-0.16056104867198018, 0.2201357569942532] Predicted: 0.06020958535269203 Movie Vector: [1.0947987134147128, -0.7683323844138329] User Vector: [-0.06388064544385474, -0.374692673333565] Predicted: 0.21795206668073774 Movie Vector: [0.26658306743322185, -0.7072250136860784] User Vector: [1.170717252585388, -0.28354606559935147] Predicted: 0.5126242664153418 Movie Vector: [0.25113781665466717, -0.06459097203713701] User Vector: [0.09028912434679973, 0.019347883742744678] Predicted: 0.021425314938311638 Movie Vector: [0.24416398098433517, 0.6192117894095138] User Vector: [0.1706044783494952, -0.6071076993136695] Predicted: -0.33427277624874174 Movie Vector: [0.8215380215223315, -0.12311771575295065] User Vector: [0.7689465706484491, -0.582733861878794] Predicted: 0.7034637062733211 Movie Vector: [-0.8873964690555229, 1.2110497489185934] User Vector: [0.8533544904836059, 0.23984781952660655] Predicted: -0.46679612009145777 Movie Vector: [0.21579543219400693, 0.8162865822552612] User Vector: [-0.21118573729355458, -0.8212159994161957] Predicted: -0.7159205189092576 Movie Vector: [0.49675031826648436, -0.7430646461022169] User Vector: [0.8346971228961597, -0.36825070608439975] Predicted: 0.6882701420482822 Movie Vector: [0.7744551480125157, 1.1886633124598955] User Vector: [1.8025818265357452, 0.7155673012011208] Predicted: 2.2465873738081235 Movie Vector: [0.9775678575703055, 1.524842093539363] User Vector: [-0.3130380141448146, -0.31669180912069017] Predicted: -0.788920902051971 Movie Vector: [-0.09450051552829009, -0.07175645190972793] User Vector: [-0.7970107661825208, -0.7708781790041606] Predicted: 0.13063341126581637 Movie Vector: [0.6082497454628086, 0.45409509744012355] User Vector: [-0.6676330415619603, -0.6775504686189228] Predicted: -0.7137599736607343 Movie Vector: [1.2758118749632983, 0.07400890904307433] User Vector: [0.04477606337439131, 0.33736150673848925] Predicted: 0.08209359043400101 Movie Vector: [0.7814228020939058, 0.1924860769366919] User Vector: [0.8989528116824873, 1.6272003115160525] Predicted: 1.0156756294090123 Movie Vector: [-0.9392896362103382, 1.532688306845233] User Vector: [0.036480805893852664, -0.1619592784660379] Predicted: -0.28249913518668407 Movie Vector: [0.9630649934973338, -0.07627821764394972] User Vector: [-1.0079559190204033, 0.17156786505050134] Predicted: -0.9838139515480137 Movie Vector: [0.9869127950952199, 0.2041645321542695] User Vector: [-0.1413660291708636, -0.08114455984121165] Predicted: -0.15608278407737447 Movie Vector: [-0.8846622008221635, 0.7040146898917046] User Vector: [0.24964147180837581, -0.5395001585645034] Predicted: -0.6006644106947961 Movie Vector: [-0.008591734889249539, -0.7005502207451724] User Vector: [0.08617378837935963, -0.36425971713089983] Predicted: 0.2544418429004682 Movie Vector: [-0.5196031327782727, 0.35489530005184944] User Vector: [0.9667498112464777, 0.7206661533921848] Predicted: -0.24656519979114216 Movie Vector: [-0.3043159510209574, 1.1952751983450156] User Vector: [-0.31151942602816374, -0.8787568567145253] Predicted: -0.9555559458132332 Movie Vector: [-0.4157594733847587, -0.18793303021220412] User Vector: [0.8033332537094533, -0.9026630215913558] Predicted: -0.16435321360653932 Movie Vector: [1.0415502103148593, 1.0062030118928316] User Vector: [-1.0705706659056733, 1.299084693175186] Predicted: 0.1920898287457744 Movie Vector: [-0.2594625552779126, 0.06824359416996971] User Vector: [-1.0327364185722758, -0.10268327884950407] Predicted: 0.2609489540814752 Movie Vector: [0.797111707188499, -1.2659946104425508] User Vector: [0.3996037942910864, 0.24704151737678923] Predicted: 0.005775633111804734 Movie Vector: [-0.3348616580377951, 0.49261131139666636] User Vector: [0.4167502396684035, 0.726092887197808] Predicted: 0.21812789311529382 Movie Vector: [0.5994776267082533, -2.125821148011122] User Vector: [-0.28610108441459103, 0.1770612093028035] Predicted: -0.54791166231184 Movie Vector: [0.7444935716875942, -0.6603625870701422] User Vector: [1.3754066646313576, -0.4462454605805796] Predicted: 1.3186652270916193 Movie Vector: [1.2267964946318735, 0.7802380154412943] User Vector: [0.3920364603873863, -0.09458634653793746] Predicted: 0.40714909206052996 Movie Vector: [0.03262871817891459, -0.20597716223560666] User Vector: [-0.17558643124834028, 0.5646814495073996] Predicted: -0.12204064271786665 Movie Vector: [1.0726678982847933, 0.29453591905031473] User Vector: [0.1486870569507459, 0.19416143771882755] Predicted: 0.21667935038415329 Movie Vector: [-0.05244968806454094, -0.4873133794492027] User Vector: [0.26132774321191665, -0.6196030821792528] Predicted: 0.28823431327983823 Movie Vector: [0.07847981164808124, -0.07550355696034601] User Vector: [0.2531186080707931, -0.3464415240158721] Predicted: 0.046022268027981816 Movie Vector: [1.283706154119333, 0.133487695474695] User Vector: [1.1912612708500767, 0.08556929366300858] Predicted: 1.5406518723687337 Movie Vector: [0.5046543930454453, -0.5135149042937139] User Vector: [0.3398573085401648, -1.1903270881063943] Predicted: 0.7827611844905658 Movie Vector: [0.4474815681180829, 0.42299903713061476] User Vector: [1.6531283391849554, -0.6178537067270679] Predicted: 0.4783929384857949 Movie Vector: [0.32340433259347035, 1.2308831412195602] User Vector: [0.6845027812823596, -0.36391143066106274] Predicted: -0.2265612797587974 Movie Vector: [0.8040527092793626, 0.17775188946493586] User Vector: [1.333329885545372, 0.10034246578974626] Predicted: 1.0899035697235968 Movie Vector: [0.17112732837913866, -1.5884737004660032] User Vector: [1.73393095617954, -0.37491099594269706] Predicted: 0.8922592291953808 Movie Vector: [-0.30470054032363164, 0.9205029054663033] User Vector: [1.1499104220287262, -0.25089533716728263] Predicted: -0.5813282137463597 Movie Vector: [0.8413521584440573, -0.5043288497722561] User Vector: [-0.13099266648256494, 0.11432628173539036] Predicted: -0.16786900485179684 Movie Vector: [-0.10615498771478496, -0.026568042503987754] User Vector: [-0.8420766708468388, -1.831194416719419]
avg loss: 14.515361254257007: 30%|█████████████▋ | 21219/70000 [00:34<01:17, 627.56it/s]
Predicted: 0.13804188974511977 Movie Vector: [1.313717777438739, 0.8015055078285569] User Vector: [-0.4632856644373966, -0.3044779455338116] Predicted: -0.8526673637615995 Movie Vector: [-0.2245917758717077, 0.10510926702414586] User Vector: [0.26448481076252267, 0.36155976645548205] Predicted: -0.02139783130269044 Movie Vector: [0.10073627721539495, -0.10596581301143186] User Vector: [0.41291902511770706, -1.26467159181603] Predicted: 0.1756078788010153 Movie Vector: [0.9737605054232343, 0.7320141779254966] User Vector: [0.24143093789614395, 0.017594027724132703] Predicted: 0.24797498985143404 Movie Vector: [0.46663195958444226, 0.3103736348801307] User Vector: [1.1243353167566061, 0.18382911294905327] Predicted: 0.5817065020709175 Movie Vector: [-0.19211340307807834, 0.36839014704336437] User Vector: [-0.901247127177353, -0.7355379179545006] Predicted: -0.0978232691348456 Movie Vector: [0.26141277384857436, 0.8639459175517424] User Vector: [1.3316407773753858, -0.2790922335732507] Predicted: 0.10698731356756422 Movie Vector: [0.14587101387297485, 0.14516147368303764] User Vector: [-1.2831497806774015, -0.47266851608247906] Predicted: -0.25578761781640513 Movie Vector: [1.2651073370799808, 0.5841716944250374] User Vector: [0.723657277394707, -1.1013017981065385] Predicted: 0.27215479369012974 Movie Vector: [-0.395707716951339, 0.19769097880878256] User Vector: [0.11980517451957148, 0.7361306440715615] Predicted: 0.09811855546955016 Movie Vector: [0.4844329751846697, 0.7070293112865942] User Vector: [0.942991194167378, 0.5578562759093317] Predicted: 0.8512367683165265 Movie Vector: [0.25217969921276623, -0.04465189408935801] User Vector: [-0.11226720480407035, 0.9658934481248287] Predicted: -0.07144048188622315 Movie Vector: [0.18935555123679915, 0.16071776860887538] User Vector: [0.40792834903187286, 2.3381565769101993] Predicted: 0.4530268050952212 Movie Vector: [0.09977718481109096, -0.9307966332113008] User Vector: [0.1454936593482487, 0.16279170027578985] Predicted: -0.13700901879381625 Movie Vector: [1.0447162254296791, 0.6432944637437776] User Vector: [-0.1375096789772778, 0.027256351538354318] Predicted: -0.12612473273471103 Movie Vector: [0.42247330097847235, 1.0195121022876295] User Vector: [0.2038358010914429, -0.039817739423220755] Predicted: 0.04552051651698437 Movie Vector: [1.3367819378460086, -0.3111411102476507] User Vector: [0.5457439278307912, -0.40556106815756954] Predicted: 0.8557273464331067 Movie Vector: [0.10495165303828816, -0.6120247886444821] User Vector: [0.28498751866460487, -0.09445174080067334] Predicted: 0.08771671787976579 Movie Vector: [-0.567599304217006, -0.8783675403490222] User Vector: [-0.21271267673604707, 1.2921968814760028] Predicted: -1.0142882291152362 Movie Vector: [2.8893912525233176, -0.6066018998456947] User Vector: [0.7927298556613481, -0.19006984250018608] Predicted: 2.4058034381259565 Movie Vector: [-0.36218741869695953, 0.043283951668538094] User Vector: [-0.11053499388614499, -0.6238048376555447] Predicted: 0.01303364566762421 Movie Vector: [1.1173353951804665, 0.5712542515438656] User Vector: [-0.5176686410093894, 0.636802489489252] Predicted: -0.2146333660603082 Movie Vector: [0.24056366811774538, 1.7430558490115369] User Vector: [0.9046746657683317, -0.9144805008349608] Predicted: -1.3763587297369528 Movie Vector: [0.1899850667192624, 0.7159205000080653] User Vector: [-0.0010988387903906882, -0.6220355265713503] Predicted: -0.4455367481666474 Movie Vector: [-1.2642791363942072, -1.0287981267412236] User Vector: [0.30818736994389384, -0.229741501988239] Predicted: -0.15327723504005275 Movie Vector: [0.7946782074978704, -0.7185086152510548] User Vector: [0.07146402545608363, 0.31144098002818205] Predicted: -0.1669821236424578 Movie Vector: [-0.09274815309912159, -0.2634199767586905] User Vector: [0.5234890885326852, 0.08586246510385767] Predicted: -0.07117053469105117 Movie Vector: [0.5566337331132766, -0.47829502266176205] User Vector: [1.126833347287437, -0.4600738863780488] Predicted: 0.847284502608409 Movie Vector: [-0.17856064293763907, -0.3575791113051683] User Vector: [1.0843243709625539, 0.6030380177020354] Predicted: -0.40925145528514884 Movie Vector: [0.03723057376711496, -0.019674162037343658] User Vector: [-0.12347863325262437, 1.3320324445226697] Predicted: -0.030803802516512345 Movie Vector: [0.39845473881208965, -1.2568583749980577] User Vector: [-0.23434239333363882, -0.19393982391493375] Predicted: 0.15038005480477806 Movie Vector: [0.5292806054157562, -0.16436947865477516] User Vector: [-0.02314071401130391, 0.42929365126608393] Predicted: -0.08281070477006687 Movie Vector: [-0.20325990949778078, -0.46211221034418426] User Vector: [0.30716320973881445, -0.19807323962518153] Predicted: 0.02909809636066662 Movie Vector: [0.36192444830109183, -0.44614067486803927] User Vector: [1.3158342998760826, 0.6414750249763695] Predicted: 0.19004450248435478 Movie Vector: [1.094928159890961, -0.9059879098780228] User Vector: [0.38394761386600385, -0.7663881210203919] Predicted: 1.114733426263439 Movie Vector: [0.0699558720234568, -0.01096944119692556] User Vector: [0.2241785544415389, -1.3571498822598806] Predicted: 0.030569782093780046 Movie Vector: [-0.3585855189950359, -0.1835484411364628] User Vector: [-0.022341901466902625, 0.18901984083539247] Predicted: -0.02668281479635337 Movie Vector: [-0.1590276917405447, -0.6871325702221311] User Vector: [-0.05404944892789476, -0.6925917542266491] Predicted: 0.48449771129926356 Movie Vector: [0.0011010774188161265, 0.37310395586222944] User Vector: [0.025498552162895066, -0.04168526739682904] Predicted: -0.015524862286932666 Movie Vector: [-0.27270244935232757, -0.10974695977896562] User Vector: [0.48386156487921084, 0.23359575829118542] Predicted: -0.15758665817973067 Movie Vector: [0.3678932344074763, 0.8744144046364168] User Vector: [0.015004229789657375, -0.46831719045767195] Predicted: -0.40398334264793456 Movie Vector: [0.6646094389951822, -0.0953499035647003] User Vector: [0.8286338057235382, -0.2422479744844894] Predicted: 0.5738161697602036 Movie Vector: [0.6557198063185048, -0.9285525894738998] User Vector: [0.3160230629375722, -0.704573592611135] Predicted: 0.8614562155156034 Movie Vector: [0.8635540400858248, 0.6207670798070622] User Vector: [-0.8295442410322511, 1.7799492730582192] Predicted: 0.3885776316677243 Movie Vector: [-0.6494359777235004, 0.442204644724429] User Vector: [0.07792579992077207, -0.18227131789884907] Predicted: -0.13120904143634649 Movie Vector: [1.4155438320386482, 0.14295770617157325] User Vector: [-0.10090474806493291, 0.22658397946952355] Predicted: -0.11044316778653958 Movie Vector: [0.759410961193534, 0.02893833174089866] User Vector: [1.189497904510472, 1.2508322555288691] Predicted: 0.9395147457647032 Movie Vector: [-0.001566367745472863, -0.07227063486009982] User Vector: [-0.9571506130724664, 0.2020517731385718] Predicted: -0.013103160071457162 Movie Vector: [-0.8596418813054131, 0.24316210111080067] User Vector: [0.09527777067249898, -0.5241439217222402] Predicted: -0.20935669931792772 Movie Vector: [1.0128594772513164, 0.7438557972778944] User Vector: [-0.6739438948048482, -0.5972420993704833] Predicted: -1.126872458983909 Movie Vector: [0.5145619134596602, 0.5602558525660517] User Vector: [0.8337705323797118, 0.5277033755824106] Predicted: 0.7246754651164908 Movie Vector: [0.05973417696910602, 0.29481457095009106] User Vector: [-0.41812041821782564, -0.2613469532136491] Predicted: -0.1020249689370157 Movie Vector: [-0.28453172427886825, -0.17807175297949676] User Vector: [-1.2391788679690197, 0.0625616855653327] Predicted: 0.3414452309751903 Movie Vector: [-0.03956794738769531, 0.13319969177246094] User Vector: [0.3786472303935477, 0.37851579604278734] Predicted: 0.03543589367319852 Movie Vector: [0.367493896054477, -0.7090308301692743] User Vector: [0.9973288058460538, -0.5538524576476906] Predicted: 0.7592107163449603 Movie Vector: [-0.1886316533574402, 0.1542679822656164] User Vector: [0.18186084695230514, -0.7205066320332367] Predicted: -0.14545581657436008 Movie Vector: [-0.2874095950736357, 0.4004227462393732] User Vector: [0.9096116090739081, 0.6102792638698857] Predicted: -0.017061405426487486 Movie Vector: [0.009432562689678892, -0.3877186903721319] User Vector: [1.1360598145090033, 1.2586379400196965] Predicted: -0.4772814983375335 Movie Vector: [0.022747630251574023, -0.9646329597677905] User Vector: [0.4581038687361385, 0.5303409140847054] Predicted: -0.5011635482166595 Movie Vector: [1.053440308910152, -0.28935209573095666] User Vector: [1.0767109213519248, -0.0467418989813945] Predicted: 1.1477755520246171 Movie Vector: [0.9748257230898785, -0.2311863716872037] User Vector: [-0.48081558012557135, 0.5196605920462926] Predicted: -0.588849842352796 Movie Vector: [1.9095258405386029, 0.35085896962658486] User Vector: [0.64267195253195, 0.3819206575716069] Predicted: 1.3611989887438387 Movie Vector: [0.03658700354241168, -0.2379265297336446] User Vector: [0.39046783937254637, -1.2358327298324023] Predicted: 0.30832344096260145 Movie Vector: [0.49469702365276513, 0.8150529852823981] User Vector: [0.8655408344779885, -0.0559602979005074] Predicted: 0.38256986680509064 Movie Vector: [-0.6285969275609528, -0.43616254573259944] User Vector: [-0.4686349766091678, -0.35936418640062273] Predicted: 0.4513237048297419 Movie Vector: [0.9426001838958079, 0.4842343005019914] User Vector: [-0.3057564843170395, 0.7451457147969783] Predicted: 0.07261899563219404 Movie Vector: [-0.2730232675964375, 0.28483906576115664] User Vector: [-0.10683474949537419, -0.7583688907180177] Predicted: -0.18684471393437094 Movie Vector: [-0.17447768300013952, -0.8532899266948853] User Vector: [-0.14754416141292448, -1.635025534813766] Predicted: 1.4208939821690296 Movie Vector: [-0.8671278599582231, -0.426576838692281] User Vector: [0.12870847680869646, 0.4252593798167292] Predicted: -0.2930125079200679 Movie Vector: [-0.05634515926172583, 0.007091670850471979] User Vector: [0.9124845010945977, 0.19235978728278597] Predicted: -0.05004993224175522 Movie Vector: [0.661298564347925, -0.4379404813395925] User Vector: [1.7877571078287884, 0.20771614092016488] Predicted: 1.0912739020733966 Movie Vector: [-0.7482065519999819, -0.5346441023956043] User Vector: [0.4404931660453743, -0.10113054624534684] Predicted: -0.2755110228242444 Movie Vector: [1.3078219202184747, 0.7606890710003994] User Vector: [1.6830756164917915, -0.14232162153645345] Predicted: 2.0929006825633523 Movie Vector: [-0.6926435892808036, 0.46490907987316094] User Vector: [0.9406293336811744, -0.42344512349151375] Predicted: -0.848384360602956 Movie Vector: [1.0514061513884958, -0.6565489353730709] User Vector: [-1.433897231055434, -0.060349597472364284] Predicted: -1.4679859052199404 Movie Vector: [0.22993148757707627, 0.27131466241297797] User Vector: [0.14384626031530184, 2.2016567993601615] Predicted: 0.6304165558843364 Movie Vector: [1.2520228524534107, 0.03895631627653841] User Vector: [0.6228641171777637, -0.23750795970219596] Predicted: 0.770587673483425 Movie Vector: [1.7779619524308488, 1.3357117472124982] User Vector: [-1.2732188107324394, 0.0412580777002815] Predicted: -2.2086257035498593 Movie Vector: [-0.08204861667206914, 0.5382041305975893] User Vector: [1.1730902853618097, -0.27308715501044445] Predicted: -0.2432270699851447 Movie Vector: [0.26730280775548254, -0.061127007016058985] User Vector: [-0.5925912067358526, -0.010934922204783211] Predicted: -0.1577328743453712 Movie Vector: [0.46143008059483714, 0.6876197325236235] User Vector: [0.7950434251266729, -0.46358647991455965] Predicted: 0.04808574041217839 Movie Vector: [0.16270715812393988, 0.24596065541682194] User Vector: [0.8717959615914093, -2.0536757874121507] Predicted: -0.3632759993110848 Movie Vector: [-0.8085792154887822, 0.714835944712385] User Vector: [0.4969347486991863, -0.7008174628545677] Predicted: -0.9027806223828849 Movie Vector: [0.6595874462132476, -0.5972742371287628] User Vector: [-1.6645608760252824, -0.17941271862946623] Predicted: -0.9907648626333904 Movie Vector: [0.7838474228602403, 0.2972829113812221] User Vector: [0.5060216786286668, -0.4802615688277753] Predicted: 0.253870231298859 Movie Vector: [-0.21105751561655248, -1.4467903109204239] User Vector: [-0.3788825124740762, 0.26629142394957517] Predicted: -0.3053018502581123 Movie Vector: [-0.2942531984065603, -0.04992874457945563] User Vector: [0.9614445191457277, 0.4507858138872689] Predicted: -0.30541529461070727 Movie Vector: [1.4385589614641785, -0.38677511423290645] User Vector: [0.08706565279324935, -0.5635036366819473] Predicted: 0.3431982585097759 Movie Vector: [0.0845185498004969, 1.0586292979160672] User Vector: [1.1963630186875813, -0.23715077082629415] Predicted: -0.14993988664567476 Movie Vector: [0.7627245439252035, 1.732828647482254] User Vector: [0.13794961772627912, 0.36567854323854104] Predicted: 0.7388758147582544 Movie Vector: [0.5875216039095557, -0.3361610664612925] User Vector: [-0.6822159651967928, -0.6774832299693435] Predicted: -0.17307313298898971 Movie Vector: [0.9514642528862906, 0.067415585085945] User Vector: [-0.08731785808064904, 0.155760729923084] Predicted: -0.07257911986115732 Movie Vector: [1.0145239766976824, 0.7349847733677553] User Vector: [0.49017227983577577, -0.2849023265446784] Predicted: 0.2878926586985738 Movie Vector: [2.226293901201039, 0.01929021712348808] User Vector: [1.0742217969379, 1.3509852049624047] Predicted: 2.417594232994413 Movie Vector: [0.5904451222087556, -1.013182837346889] User Vector: [-0.19039086957539542, -0.16233894463299775] Predicted: 0.05206367228128457 Movie Vector: [-0.34955791532784203, -0.19277990542896398] User Vector: [0.962875711739739, -0.4927722919736103] Predicted: -0.24158423067086893 Movie Vector: [0.018228575331989107, 0.13751768469189568] User Vector: [0.3597620612794799, 0.8099275712126206] Predicted: 0.11793731419691472 Movie Vector: [-0.81107361101821, -1.0559199987893513] User Vector: [-0.44654036953318055, -0.5389043814036985] Predicted: 0.931217023742052 Movie Vector: [-1.1606707358586044, -0.3034181345312102] User Vector: [1.681502694833497, 1.0619604767789061] Predicted: -2.2738890369707514 Movie Vector: [0.08405217137211114, -0.13943137369186176] User Vector: [0.08791303521881026, -0.2950263991911134] Predicted: 0.0485252176166344 Movie Vector: [0.2521213076165117, -0.7941174647845294] User Vector: [0.9252750280416697, 0.29821790014361055] Predicted: -0.0035384928406396454 Movie Vector: [0.19473642661648466, 0.4737705222348697] User Vector: [0.9678319276607558, -1.0759711949973796] Predicted: -0.3212913038055857 Movie Vector: [-0.9845184772599664, -1.6320903569128256] User Vector: [-0.5950440820783135, -0.7322383005950976] Predicted: 1.7809109629537896 Movie Vector: [1.5218757636665947, 1.0768112738390498] User Vector: [-0.15916729209976005, 1.3086977361309446] Predicted: 1.166987632098377 Movie Vector: [-0.7458859885562233, 0.7915970511946949] User Vector: [-1.6501002225519483, -0.5877386470409881] Predicted: 0.7655344558441983 Movie Vector: [-0.9021953534250132, 0.38135714777611085] User Vector: [1.6402912210463059, -1.0272512627097607] Predicted: -1.8716127294882212 Movie Vector: [0.5668268528265143, -0.037572044032936104] User Vector: [0.1418928865626488, -0.2425477418847693] Predicted: 0.0895417127669596 Movie Vector: [0.2387969131252368, 0.4070055340042541] User Vector: [1.095666732704538, -0.052068358742055065] Predicted: 0.24044972342932242 Movie Vector: [-0.2023042175646704, -0.448600182451935] User Vector: [0.7874846803442753, -0.41690086597971077] Predicted: 0.027710332441654745 Movie Vector: [-0.5654278186262517, 0.4662928799702222] User Vector: [-0.2033547729135276, -0.5478765286823681] Predicted: -0.14048847877165677 Movie Vector: [1.197555238530513, 0.33056917469642527] User Vector: [0.20723939751264148, -0.514199753766451] Predicted: 0.07820203788949037 Movie Vector: [-0.5089027839806669, -0.36127449397216216] User Vector: [-0.649053787786181, -0.8217731563662545] Predicted: 0.6271909607837096 Movie Vector: [0.3054859019856909, 0.9396581111226077] User Vector: [0.061646289973605085, 1.4107774929190273] Predicted: 1.3444805867072394 Movie Vector: [1.7594907630667322, 1.1406632551090394] User Vector: [-0.018290349911570164, 0.46625521970548534] Predicted: 0.49965849489817316 Movie Vector: [0.6861321183834538, -0.9963568559474671] User Vector: [0.9618881608623948, -0.5938385622946168] Predicted: 1.2516574843287078 Movie Vector: [-0.47970113248460194, 0.046345635668615846] User Vector: [1.0057000048699953, -0.9838426752993957] Predicted: -0.5280322454605686 Movie Vector: [-0.3891439538673116, 0.4234295772668293] User Vector: [1.8216433861331782, -0.4687272310645321] Predicted: -0.9073544831192091 Movie Vector: [0.7910535646829188, -0.3785936503131321] User Vector: [0.986942478772304, 0.09253515140295299] Predicted: 0.7456911452179047 Movie Vector: [0.08982355289302335, -0.13124598067269708] User Vector: [-0.08864420646438304, -1.512159015976243] Predicted: 0.19050245541684901 Movie Vector: [0.48479291474693564, -0.47598628995447323] User Vector: [-0.2886248864709485, -0.7270572333857973] Predicted: 0.20614597512311472 Movie Vector: [-0.15758843338913509, 0.20061399068568256] User Vector: [-1.2049192560093862, -0.9556524208343165] Predicted: -0.0018359079370841858 Movie Vector: [1.1431842720470082, -0.2932480376926727] User Vector: [0.8900021785744129, -0.4810442714373836] Predicted: 1.158501781276156 Movie Vector: [-0.20394988237724226, -0.07655501153852252] User Vector: [1.2785357437764076, -0.5875043063762795] Predicted: -0.2157808156047305 Movie Vector: [0.8295668721362947, 1.0823030440714678] User Vector: [1.0459872519636881, -0.8979844806578101] Predicted: -0.10417496403892901
avg loss: 14.510166755726564: 31%|█████████████▋ | 21373/70000 [00:34<01:09, 700.55it/s]
Movie Vector: [1.4222396958758015, 1.3472387654885043] User Vector: [1.7797199119024365, -0.11204261923836537] Predicted: 2.3802401462234357 Movie Vector: [0.19830580856471325, -0.31195527326525885] User Vector: [0.17163420225281084, -0.9474041513252679] Predicted: 0.32958378017441775 Movie Vector: [0.1406490400643349, -0.5625802992062219] User Vector: [0.6786286832173329, -0.12404598570485514] Predicted: 0.16523430060780964 Movie Vector: [0.06102143977676419, 0.9032238427554072] User Vector: [0.14792202654281988, 0.06354272074806827] Predicted: 0.06641971544754356 Movie Vector: [0.1914509245198594, -0.4316570022840741] User Vector: [0.5801329476342609, -0.17483786767701612] Predicted: 0.18653697901621083 Movie Vector: [0.032508546382989556, 0.1696659946865355] User Vector: [-0.9097630605043442, 0.5446061320076918] Predicted: 0.0628260664495357 Movie Vector: [-0.05788069009951077, 0.11371693164334185] User Vector: [0.6241758858377044, 1.3020380737523412] Predicted: 0.11193604361416368 Movie Vector: [-0.19587230253856397, -1.7918209492859314] User Vector: [0.42770004986897386, -0.6396095435844007] Predicted: 1.0622911859940478 Movie Vector: [1.1512600905688157, 0.07610515727496793] User Vector: [0.7137666524351608, -0.2962789592750086] Predicted: 0.7991827041346152 Movie Vector: [-0.24180678967180091, 1.7178641480190215] User Vector: [0.17967940031168644, 0.5945973653097012] Predicted: 0.9779897974125814 Movie Vector: [0.4485060037133434, -0.5673944199559575] User Vector: [0.09668885586601655, -0.9060841673201098] Predicted: 0.557472632895953 Movie Vector: [0.6437749580117528, 0.3686638877850335] User Vector: [-0.5712796665092474, -1.8870868347393077] Predicted: -1.063476312402905 Movie Vector: [1.0440465945360997, -0.1927103982771356] User Vector: [0.5408867635129209, 0.8634109940862241] Predicted: 0.39832270692810395 Movie Vector: [0.3128525333758982, 1.1082437270353411] User Vector: [1.0576183919563948, -1.635559484795032] Predicted: -1.481719945948747 Movie Vector: [0.978658043593152, 0.19089217078243015] User Vector: [0.9801522136848443, 1.0702874169054115] Predicted: 1.1635433362425007 Movie Vector: [0.07861649727487907, -0.32242429758090085] User Vector: [-0.12731233101031478, 0.31449911823745746] Predicted: -0.11141100681145583 Movie Vector: [0.5412878176305616, -0.4986279657464183] User Vector: [0.40584175755707375, 0.14118812537532396] Predicted: 0.14927685150797185 Movie Vector: [1.2136910396828389, -0.7607350317009989] User Vector: [0.4187186140160281, -0.7938104578177347] Predicted: 1.1120744537722294 Movie Vector: [1.4944217047033241, 1.3025427312186144] User Vector: [-0.39251692074464894, -0.6703914718925154] Predicted: -1.459799344608662 Movie Vector: [0.5239877113155856, -0.06617865217824657] User Vector: [0.06989282232168655, -0.7883663215007111] Predicted: 0.08879600058536669 Movie Vector: [0.370550389926664, -1.7877607779386135] User Vector: [0.9037430922995328, -2.0053820473071737] Predicted: 3.920025724203123 Movie Vector: [-0.5943505836800054, -0.5286368339092373] User Vector: [-0.4102749083335984, 0.05109788282663974] Predicted: 0.2168349082403949 Movie Vector: [-0.9792484950769581, -0.1706761037989896] User Vector: [0.7310383110557365, 0.06783949568128805] Predicted: -0.7274467467515017 Movie Vector: [-0.028295223370469982, -0.5952004620892271] User Vector: [0.8198049390812275, -1.72742221495333] Predicted: 1.0049659366919002 Movie Vector: [-0.8540997129024509, -1.075029559956966] User Vector: [-0.43639001199853195, -0.38271721508857237] Predicted: 0.7841529032860667 Movie Vector: [-0.11586410577850251, -0.18307376848976176] User Vector: [-1.2120237548154016, -0.9466082173566602] Predicted: 0.31372918216884876 Movie Vector: [-0.09250384771128961, 0.18523123518070653] User Vector: [0.520349470156395, -0.703205483105098] Predicted: -0.17838994836540015 Movie Vector: [-0.19777092387224127, 0.34974080690590204] User Vector: [0.5667839632801204, 0.03921112172786861] Predicted: -0.09837965870108956 Movie Vector: [2.302787365694333, 0.11549152219971613] User Vector: [-0.31217169293745617, -0.1716189745983065] Predicted: -0.7386855670384977 Movie Vector: [-0.7823012054664702, -0.8501277226885271] User Vector: [-0.8431129778992464, -0.14330944348689595] Predicted: 0.781399629786281 Movie Vector: [1.2970366523114358, -0.37640491972610357] User Vector: [0.7610241275630542, 1.0679782653849326] Predicted: 0.585083913491176 Movie Vector: [0.2265586590873454, 0.17577930694104374] User Vector: [0.15767728950197832, 0.7509066128376134] Predicted: 0.16771699926013772 Movie Vector: [0.3978687289832166, -1.198753378055008] User Vector: [0.3355063602121919, 1.3390719578687047] Predicted: -1.471729543850433 Movie Vector: [0.32983072578888833, -0.011136088703808528] User Vector: [0.098552570951881, 0.5707427787497464] Predicted: 0.02614982379420448 Movie Vector: [0.8822986248900215, -0.13531161336460817] User Vector: [0.12251622726408859, -1.7855742138613688] Predicted: 0.3497048265016425 Movie Vector: [0.11826385363148488, -0.4033126572015964] User Vector: [0.240447271913563, 0.061424463918626555] Predicted: 0.0036629572114705994 Movie Vector: [0.10702191474545196, 0.3098339603737046] User Vector: [0.04321007829777804, -0.04296094846696095] Predicted: -0.008686335489200038 Movie Vector: [-0.26393733322551977, 0.6161808810662012] User Vector: [-0.6433973667342482, 0.27211737359465565] Predicted: 0.33749010819513475 Movie Vector: [2.1653775486389804, 0.5347353995153995] User Vector: [0.4053723889224124, 0.1953307743875473] Predicted: 0.9822345494905182 Movie Vector: [1.1722225337787275, 1.287298004918314] User Vector: [0.03796448324967934, -0.06770115073409191] Predicted: -0.0426487335221314 Movie Vector: [1.3880653620891865, 0.37484470251574276] User Vector: [0.21078661818278982, -0.37290800846975763] Predicted: 0.15280301199086485 Movie Vector: [1.1478720607191069, 0.37566717895494567] User Vector: [-0.21910831413278514, -0.241993161380714] Predicted: -0.3424172003265712 Movie Vector: [-1.0171620045259069, -1.6722602227270629] User Vector: [0.9047510013811206, 0.19333313504164928] Predicted: -1.243581653626912 Movie Vector: [0.5136052103510376, -0.06132098913671019] User Vector: [-1.0677811552449261, -0.6540861396436816] Predicted: -0.5083087557848813 Movie Vector: [0.44538054426806084, 0.2978377201599323] User Vector: [-1.2963914261087583, -0.4547744632718352] Predicted: -0.7128365082726067 Movie Vector: [0.020389795763493142, 0.16199664286971666] User Vector: [-0.6467152531778174, -0.5747935411093554] Predicted: -0.1063010159323435 Movie Vector: [1.0129960959418667, 0.6495818393422967] User Vector: [0.9044348192048801, 0.44111243476237944] Predicted: 1.2027275676181368 Movie Vector: [1.1491113237300452, -0.016443494132046176] User Vector: [1.0000114476920205, -0.2335867623423982] Predicted: 1.1529654609584776 Movie Vector: [0.3532668232633561, 0.08050431288233914] User Vector: [0.005195957978057886, -0.16858449850356877] Predicted: -0.011736219645925134 Movie Vector: [0.17760802063605396, -0.9386436012103855] User Vector: [0.8771023703154202, -0.3413028397385264] Predicted: 0.47614214248241443 Movie Vector: [0.7130600179965509, 0.6310362301216261] User Vector: [0.6641362700197102, -0.5725261115353528] Predicted: 0.1122843015829541 Movie Vector: [1.236154571028941, 0.09782982742609261] User Vector: [-1.1032103491557803, 0.7323258794301374] Predicted: -1.29209520151104 Movie Vector: [1.4292845632546538, 0.3731627537225209] User Vector: [0.7914729084375911, 0.7675077665155208] Predicted: 1.4176453219204663 Movie Vector: [-0.8970010184583398, -0.4156752714925571] User Vector: [0.3163251870761044, -0.3049003722518576] Predicted: -0.1570044699573179 Movie Vector: [0.34866340041797117, -0.3208727060987414] User Vector: [-0.51685463681138, 0.0861012512375343] Predicted: -0.20783583667552646 Movie Vector: [0.6935621054454055, 0.10208353312240764] User Vector: [0.7071671694908496, 1.5156743271667303] Predicted: 0.6451897413540494 Movie Vector: [0.6729465353260171, -0.21601455237740597] User Vector: [0.2562379896046214, 0.14437752734734366] Predicted: 0.14124682038004086 Movie Vector: [-1.882466100145099, -0.45805862471974057] User Vector: [0.7583412666051956, -0.301091608859051] Predicted: -1.2896341184567466 Movie Vector: [-1.288738539931631, -0.39227403963561935] User Vector: [0.9050766447581613, -2.0118159166152902] Predicted: -0.37722399707793586 Movie Vector: [0.18976524494922772, 0.5914828193663495] User Vector: [-0.9053748279572654, -0.38981028406342805] Predicted: -0.40237476183400933 Movie Vector: [0.4214294851186717, 0.665724723464956] User Vector: [1.1537313066022674, -0.14610046400772492] Predicted: 0.3889536995070414 Movie Vector: [0.21044521960634838, -1.1979365819977672] User Vector: [-0.5215549586097914, -0.4899117659076259] Predicted: 0.47712447853045414 Movie Vector: [0.48345126180288905, -0.15158998863759005] User Vector: [0.6951360461839933, 0.26311755608677023] Predicted: 0.29617841131477896 Movie Vector: [-0.08973925476920346, -0.8729981751001115] User Vector: [0.19674794990706665, 0.7812202350818532] Predicted: -0.6996598539797666 Movie Vector: [0.4822564187460321, -0.2029101448239223] User Vector: [1.4058398504491023, 0.4995845923661188] Predicted: 0.576604509619232 Movie Vector: [0.6594024899404947, 0.7176449360065827] User Vector: [0.27730224540273385, 0.23127594838333698] Predicted: 0.3488278042620744 Movie Vector: [0.08720528230345886, 0.9144716104656713] User Vector: [0.7567964273744083, -0.49052471627570693] Predicted: -0.3825742811704278 Movie Vector: [-1.1963546127553786, 0.95122066008553] User Vector: [0.6952374111671352, 0.5116161721219475] Predicted: -0.34509061085363896 Movie Vector: [1.5519620447677864, 1.3390720693435618] User Vector: [1.328258869952867, 1.256119920648093] Predicted: 3.743442453278914 Movie Vector: [0.9023222263089686, 0.5823939439962149] User Vector: [0.5480577426154366, 0.09669561036012568] Predicted: 0.5508396203473833 Movie Vector: [-0.3609154250986564, -0.1122442627773271] User Vector: [0.4711366758234083, 0.13343103885457436] Predicted: -0.18501736222221785 Movie Vector: [-0.6203817638477422, -0.4738898876226774] User Vector: [0.31953667135820785, 1.0336129444706892] Predicted: -0.688053445891801 Movie Vector: [0.471576075545755, 1.4402310341692561] User Vector: [0.7559277438985867, 0.3444450089390444] Predicted: 0.8525578303025707 Movie Vector: [1.4568040982239998, -0.5048607264815519] User Vector: [1.4980170538627118, 0.15546126721078496] Predicted: 2.1038310949728616 Movie Vector: [1.0839267285761114, -0.8321021387003315] User Vector: [0.379125911165031, -0.7939323592065185] Predicted: 1.0715775226866935 Movie Vector: [1.0348625254045094, 0.4040800850233402] User Vector: [-0.43550760342767547, 0.8568737518194146] Predicted: -0.10444487982657225 Movie Vector: [0.010404276782278399, 0.5142587263254613] User Vector: [-0.450572174060554, 0.1453037903662525] Predicted: 0.07003586455469192 Movie Vector: [-0.4903101202922455, -0.4877894050792526] User Vector: [0.702224258110719, 0.8566180086116464] Predicted: -0.7621568492672486 Movie Vector: [-0.07237294654098911, -0.6751950203404009] User Vector: [1.2045399597495705, -0.13473124995202845] Predicted: 0.00379376293840665 Movie Vector: [-0.7830530376978669, -0.22250450107292336] User Vector: [0.35765664044509676, 0.8743226934095284] Predicted: -0.47460485342716846 Movie Vector: [1.0979817848649496, 0.3275917930009481] User Vector: [0.9368980241396015, 0.4918843723563618] Predicted: 1.1898342482706108 Movie Vector: [0.2450656571388691, 0.3275434659821517] User Vector: [0.7366578654323324, -0.16115179968925866] Predicted: 0.12774532485920992 Movie Vector: [0.5225512066361488, 1.9081686752903702] User Vector: [0.10285888681997607, -0.3198195792568542] Predicted: -0.5565206674614455 Movie Vector: [0.09003430976763219, -0.6933607378549027] User Vector: [0.34697055257485776, 0.2921021044981507] Predicted: -0.17129287649303643 Movie Vector: [1.091086437073075, -0.29253548091296033] User Vector: [1.4204647849144605, -0.6449889639359411] Predicted: 1.7385320179086432 Movie Vector: [1.2356415404578303, -0.3581734659964137] User Vector: [1.687878836712372, 0.08966398002754727] Predicted: 2.053497947399946 Movie Vector: [0.5426560145893851, 0.31742246192423873] User Vector: [-0.22195721292043696, -0.5906312069804944] Predicted: -0.30792602838180505 Movie Vector: [1.6012487392255819, 0.04653146936396663] User Vector: [-0.71427309702511, 0.5243973892218932] Predicted: -1.1193279150230866 Movie Vector: [0.45535919729300645, 0.19569646728935636] User Vector: [-0.044066138461383575, 0.49750610635984716] Predicted: 0.07729426603192678 Movie Vector: [-2.10214398733974, 1.0724723220310584] User Vector: [-0.01358259131691246, -0.11996273472116649] Predicted: -0.1001041499942648 Movie Vector: [0.06921960704231464, -0.7165481238785671] User Vector: [0.647158999588169, -0.825559874245491] Predicted: 0.636349470685423 Movie Vector: [-0.49473509491129836, -1.4159244397692303] User Vector: [1.7766258679075826, -0.013190028615994304] Predicted: -0.8602830835024838 Movie Vector: [-0.3183658962263877, 0.48873459706398226] User Vector: [-0.5490165080743933, 0.9438108282676957] Predicted: 0.6360611374942217 Movie Vector: [0.5737769762191938, 0.9532632332513187] User Vector: [0.2697090818787518, 0.3504097057982074] Predicted: 0.4887855505710877 Movie Vector: [0.06723601902977955, 0.75373897438289] User Vector: [-1.3171287307524584, -0.13326550580881963] Predicted: -0.18900589807449844 Movie Vector: [0.024774944360609036, 0.13929079430565156] User Vector: [0.14042332674003985, 0.23464849023902165] Predicted: 0.03616335469493136 Movie Vector: [0.5615829022862188, -0.8714359228710296] User Vector: [0.43347271376501784, 1.0439055155164705] Predicted: -0.6662659016462112 Movie Vector: [-1.9613924156069815, -0.22858550441973347] User Vector: [0.23519522241880772, 0.18361287874964508] Predicted: -0.5032813679461935 Movie Vector: [-0.33868675367915196, 0.3438761794604334] User Vector: [-0.1087994741789958, 0.40298980455094374] Predicted: 0.17542753506216813 Movie Vector: [-0.7629621006263385, -1.6179411180527732] User Vector: [0.27998927339609125, -0.2598532916684748] Predicted: 0.20680612106866153 Movie Vector: [0.48047973183274156, -0.8690365963604754] User Vector: [-0.7262932237313358, -0.8766061009170965] Predicted: 0.4128336089194513 Movie Vector: [-1.5481700245094494, 0.2946113041995576] User Vector: [1.0467458341168332, -0.7170634081537619] Predicted: -1.8317955095297813 Movie Vector: [0.7287414818444956, 0.9100337676719275] User Vector: [0.3832919232946206, -0.5354416548850225] Predicted: -0.20794926240276035 Movie Vector: [1.77355072667213, -0.11060638495766198] User Vector: [0.23394866105789877, 0.3758507274701277] Predicted: 0.37334832757402997 Movie Vector: [-0.6634565495892232, -0.5541014168303341] User Vector: [-0.25582178905725833, -0.17457046440607746] Predicted: 0.26645638314180764 Movie Vector: [0.19713246765841608, -0.6709898192016795] User Vector: [1.4967511899935948, 0.568968856660129] Predicted: -0.0867140547076582 Movie Vector: [0.5362891401943587, -0.20493442011282886] User Vector: [1.7953121996037718, -0.07703968917256637] Predicted: 0.978594519932202 Movie Vector: [-0.22931288845756664, 0.28105206506401065] User Vector: [1.4386240769016294, 0.12361984704505206] Predicted: -0.29515142918400405 Movie Vector: [-0.4327808442889894, -0.17058718794118918] User Vector: [-1.0988178171328364, -0.6210625991605099] Predicted: 0.5814926249447706 Movie Vector: [0.6711264554075823, 0.1640337870347084] User Vector: [2.048699999035934, 0.4304784183727884] Predicted: 1.4455497737489038 Movie Vector: [0.851566934483721, -0.5281884738900535] User Vector: [-0.1289313286333302, -0.0887677881333337] Predicted: -0.06290753373845707 Movie Vector: [0.5912486519286835, 0.26798017347219133] User Vector: [-0.02179083976850006, -0.13254441175381632] Predicted: -0.048403079092076855 Movie Vector: [0.6604840989220007, 0.811177923559137] User Vector: [-0.3732916146343507, -0.4922398417199638] Predicted: -0.6458472684263863 Movie Vector: [-0.2611521258341444, -0.29056044040236906] User Vector: [0.18123468433224907, 0.46401758846842367] Predicted: -0.1821549779480774 Movie Vector: [-0.9720602770845229, 0.24043979987869651] User Vector: [1.0262981346096318, 0.2734557418760494] Predicted: -0.9318740052476099 Movie Vector: [0.08935324452193139, -0.3760803943777315] User Vector: [0.7700704529039932, -0.35132764950673123] Predicted: 0.20093573445973784 Movie Vector: [0.31404405214826836, 0.5068615993478667] User Vector: [0.24258995423385696, 0.07829799201456289] Predicted: 0.11587017769629125 Movie Vector: [-0.8442128184883386, 0.6165995339688712] User Vector: [0.3730910458352791, 0.10686791950997127] Predicted: -0.24907353399129178 Movie Vector: [-0.2697871437511704, -1.2865346531465385] User Vector: [0.6870239241128608, -0.09817974184466785] Predicted: -0.059038582054983135 Movie Vector: [0.03429253320981554, 1.2555674133967807] User Vector: [0.9414432204545963, 0.2103254968318326] Predicted: 0.2963623129311318 Movie Vector: [-0.02348706093366984, 0.2571233117984443] User Vector: [1.2306666390032448, -0.6054725435997256] Predicted: -0.18458584795269325 Movie Vector: [1.874063868012994, -0.4225433741024225] User Vector: [-1.2312435460538445, -0.9769768944198985] Predicted: -1.8946139289954127 Movie Vector: [-0.6526038201101351, -0.16684228378038893] User Vector: [-0.1599425055770471, -1.6956601214326958] Predicted: 0.3872868973127301 Movie Vector: [-0.9108117799703193, 0.9062292628357976] User Vector: [1.222212368844307, -0.03792213801605768] Predicted: -1.1475715743482728 Movie Vector: [0.8007248422118715, -0.5316218631077607] User Vector: [0.5777622806974041, 0.35855120338740193] Predicted: 0.2720149522830596 Movie Vector: [-0.18262808071075395, -0.624975797694168] User Vector: [0.2457496515323816, 0.04334187360983254] Predicted: -0.07196840922756034 Movie Vector: [-0.1054154305301665, 2.036090153127345] User Vector: [0.9087267516389158, -0.47898802795422646] Predicted: -1.071056628941782 Movie Vector: [0.3408367736059374, -0.34095460117201537] User Vector: [0.10629974521894744, -0.42542872983203067] Predicted: 0.1812827451025563 Movie Vector: [1.6496443150177882, 0.05807217921377775] User Vector: [1.9040746808932543, 0.1306856184263877] Predicted: 3.148635171358787 Movie Vector:
avg loss: 14.514710943963035: 31%|█████████████▊ | 21444/70000 [00:34<01:17, 625.88it/s]
[-0.3167312387026626, 0.615524550935704] User Vector: [0.2535661626048814, -0.2406698686507131] Predicted: -0.2284505375999099 Movie Vector: [0.5933502298107304, -0.48051599416793495] User Vector: [0.7177975494569122, -0.1825257058262525] Predicted: 0.5136118619241437 Movie Vector: [0.891921427724884, 0.19471064359527435] User Vector: [0.44225982576023226, -0.7671826406758508] Predicted: 0.2450823894963078 Movie Vector: [1.076733977351129, -0.6746595640531952] User Vector: [0.7757138211084126, 0.23785175382226983] Predicted: 0.674768467345283 Movie Vector: [0.7520885612185418, -0.09323102121702526] User Vector: [-0.5950772012867049, -0.37626330155033655] Predicted: -0.41247134427964716 Movie Vector: [-0.49787443989954594, -0.35232229570738377] User Vector: [-0.0253510017687813, -0.3503684841320678] Predicted: 0.13606424447945056 Movie Vector: [0.1930246960743134, -0.9633929421210206] User Vector: [0.7841860032475815, -0.23628942288872212] Predicted: 0.37900682725143897 Movie Vector: [-1.0697325465291545, -0.8790833567393381] User Vector: [-0.28474016378694944, 0.1729694822567967] Predicted: 0.1525412274311717 Movie Vector: [-0.2587259804120705, -0.27004598212751546] User Vector: [1.2273007937195732, -0.5686251369027832] Predicted: -0.16397966755830387 Movie Vector: [0.03312661597679959, -0.8302104606590085] User Vector: [0.9668066916405914, 0.09376837655727006] Predicted: -0.04582045309908059 Movie Vector: [0.4849324227490183, 0.4339073271146894] User Vector: [0.5075583479044684, -0.69213462920495] Predicted: -0.05419078762603344 Movie Vector: [0.007200481064762773, -0.8383404041400816] User Vector: [0.7982661304004562, -0.3065638250720767] Predicted: 0.262752741162244 Movie Vector: [-1.5230746418521652, 0.4071911336524565] User Vector: [1.07574601049286, 0.5333107980321118] Predicted: -1.4212820412155163 Movie Vector: [0.958012371824803, -0.5556923942929467] User Vector: [1.1383847305585972, 1.1630739415996243] Predicted: 0.44427531242435103 Movie Vector: [1.0759269901466892, 0.6583684539385593] User Vector: [0.7295000197974054, 0.7153057435995347] Predicted: 1.2558234971195699 Movie Vector: [0.9354618530338292, 0.09596124042300383] User Vector: [0.8277837428065138, -0.2887417496854199] Predicted: 0.7466520974953387 Movie Vector: [-0.7102810333859036, 0.5797371705559643] User Vector: [0.29653972482623836, -0.20399500013396396] Predicted: -0.32889002637477993 Movie Vector: [0.3564453415606641, 0.5205469798093284] User Vector: [0.1719759258010399, 0.83916658941949] Predicted: 0.4981256512915733 Movie Vector: [-0.1208053192210255, 0.251402688091956] User Vector: [1.0438116118101588, -0.23421353167865483] Predicted: -0.18497990642286372 Movie Vector: [0.5993109570747193, -0.1077356668307577] User Vector: [1.2847626207146776, 0.612279078288178] Predicted: 0.7040080210484394 Movie Vector: [0.0964560207966145, 0.9934249058244824] User Vector: [-0.3068415297735964, 0.029652180611544662] Predicted: -0.00013949824559272156 Movie Vector: [0.16492673678095376, -0.09411925245424135] User Vector: [-0.039450954446903205, 0.05917147868838496] Predicted: -0.012075692520584668 Movie Vector: [-0.4817823203341337, -0.4391759197848284] User Vector: [0.32563927084693006, 0.14152593666280594] Predicted: -0.21904202690784655 Movie Vector: [0.46442922512232293, 1.8041525854466802] User Vector: [0.8768731519618818, 0.13256254846535262] Predicted: 0.6464085830433924 Movie Vector: [0.22753716592075132, -0.30069465291875686] User Vector: [-0.457149100560247, -0.07102410655257435] Predicted: -0.08266184167600801 Movie Vector: [-0.07401542266417299, -0.191211547281737] User Vector: [0.4509048168555912, 0.7386304565997233] Predicted: -0.17460858307672708 Movie Vector: [0.17868174168226192, 0.32520191843125945] User Vector: [0.16887305922297163, -0.30958677435559573] Predicted: -0.07050368059621283 Movie Vector: [0.5896711640174079, 0.7811501718110677] User Vector: [-1.3074800079962527, -0.025099994237614942] Predicted: -0.7905901230558099 Movie Vector: [0.13462247460738738, 1.045154486245801] User Vector: [0.2221022361703362, -0.14323851498477055] Predicted: -0.1198064238904343 Movie Vector: [1.4014202002489375, 0.1746726527607622] User Vector: [0.2534341790702884, 0.1272553408857155] Predicted: 0.3773958059530917 Movie Vector: [0.8921584343784538, -0.663251323390708] User Vector: [1.1645152766110003, -0.07085942514175511] Predicted: 1.0859297334910358 Movie Vector: [-0.06096148147867407, 0.5840749745571254] User Vector: [0.8674560250853376, 0.7884850247768176] Predicted: 0.4076529663783901 Movie Vector: [0.9557767170215103, 0.25878409976860706] User Vector: [1.3641017570639262, 0.030808092018726235] Predicted: 1.3117493434084877 Movie Vector: [0.7174406973966988, -0.19094427645513062] User Vector: [1.1273923875655918, 1.3751602487002685] Predicted: 0.5462582020768573 Movie Vector: [0.1578041270887117, -0.08343623214411375] User Vector: [0.6364219498990514, 1.2934401599063972] Predicted: -0.007489763182554149 Movie Vector: [0.14628216849495038, 1.087211459707937] User Vector: [-1.2860128276424365, 0.6206133443603512] Predicted: 0.48661719489638355 Movie Vector: [-0.1187458882505113, 0.35520789929394364] User Vector: [0.9688391171325108, -0.17035743870932282] Predicted: -0.17555796946877647 Movie Vector: [-0.4936067021597674, -0.24660802717679153] User Vector: [1.2066110277685953, 1.354076490850722] Predicted: -0.9295174222616331 Movie Vector: [-0.4687933868146661, 0.10993417620318419] User Vector: [1.1900048804785446, -0.30769831866556835] Predicted: -0.591692979427123 Movie Vector: [0.3829391927810466, 0.26453919867093306] User Vector: [1.1074966116685538, 0.021037278285171712] Predicted: 0.429669043219877 Movie Vector: [0.23992138098879012, -0.7380122449822609] User Vector: [-0.13138770221395146, 0.9951095296569521] Predicted: -0.7659257369454842 Movie Vector: [0.5538574886600947, -0.6858453972890834] User Vector: [0.08511227852796292, -0.4508127789170152] Predicted: 0.3563279422989721 Movie Vector: [-0.8566277082336643, -0.159297038962458] User Vector: [0.2969666567178018, -0.8397815194857655] Predicted: -0.12061515713650772 Movie Vector: [0.6457755094262956, 0.3628840957305643] User Vector: [-0.28895041606571426, -0.252264634357494] Predicted: -0.27813992585739733 Movie Vector: [-0.37382118185249785, -0.011462324853007286] User Vector: [1.4367133372169163, 0.05046825120446698] Predicted: -0.5376523611917426 Movie Vector: [-0.17063597980765058, -0.1286225134660155] User Vector: [-0.7882176602565028, 0.014968206976038468] Predicted: 0.13257304435622458 Movie Vector: [-0.3304930877594885, -0.30037224508331395] User Vector: [-0.05987175110679559, 1.1629424459348048] Predicted: -0.32952843349526534 Movie Vector: [0.2111530252795627, -1.3317292555263474] User Vector: [0.18452477441771875, 0.31456355001449643] Predicted: -0.3799505179192001 Movie Vector: [0.21973157697404824, 0.25884962009559637] User Vector: [1.0112312715772522, 0.1719974616786687] Predicted: 0.26672091960207195 Movie Vector: [0.40745651942358685, 0.30728110521164764] User Vector: [-0.7341338119441057, -1.0890597470563972] Predicted: -0.6337750905229225 Movie Vector: [0.6355935309795756, 0.8059435242274444] User Vector: [-0.1705605676494894, -0.691885170602581] Predicted: -0.6660275661943704 Movie Vector: [-0.5611989227936256, -0.005538729594800923] User Vector: [0.41919700642078794, -0.0059698827656150255] Predicted: -0.23521984287530734 Movie Vector: [0.22134395430545942, 0.6257203933318394] User Vector: [0.593530585803735, -0.6882893710078006] Predicted: -0.2993022890900909 Movie Vector: [0.9236491563041189, -0.4553367503272159] User Vector: [-0.49766323941781015, -0.6259127854624037] Predicted: -0.17466513749112833 Movie Vector: [0.42870971528905, -0.4938712297365181] User Vector: [-0.29381936147099796, 0.16377077904426685] Predicted: -0.20684489084414165 Movie Vector: [0.40967363072802193, 1.3895874987883143] User Vector: [0.514844712649619, 0.06131101886883561] Predicted: 0.29611532805040297 Movie Vector: [0.26442166747826534, -0.06828971637476716] User Vector: [1.1193274016539092, 1.310469216583987] Predicted: 0.20648284688105695 Movie Vector: [0.9988165532868076, 0.23288892205587014] User Vector: [1.4019108435718113, -0.9264880959584018] Predicted: 1.1844829428264498 Movie Vector: [-0.5547140928447805, 0.31714940891218046] User Vector: [0.4809185078173309, 0.2785360248762311] Predicted: -0.17843473814591113 Movie Vector: [0.04350357543475901, 0.17058648504176802] User Vector: [0.4257223687635806, -1.278139597148397] Predicted: -0.1995128960864757 Movie Vector: [-0.9148901055987549, -0.4849652582172917] User Vector: [1.7181968785126223, -0.3561665435446707] Predicted: -1.3992329238633627 Movie Vector: [0.6567622716091072, -1.5755843977180188] User Vector: [1.7961118824774296, 0.058290637623847] Predicted: 1.0877767008268182 Movie Vector: [-1.1049329802547259, -0.18293773142839598] User Vector: [1.048145640060155, 0.21548356590390155] Predicted: -1.1975507605192253 Movie Vector: [-0.015875729787137444, 0.280968250617752] User Vector: [-0.5386115928751241, -0.5812281803642256] Predicted: -0.15475581293797055 Movie Vector: [0.4896400535452489, 0.17634625787245398] User Vector: [0.9226401880048244, -0.2790112169931184] Predicted: 0.4025590070365051 Movie Vector: [-1.0350974329441776, 0.47515859774492925] User Vector: [0.38633485093285125, -0.5012605494656809] Predicted: -0.6380724722464315 Movie Vector: [-0.9309076853677309, 0.23642397157496536] User Vector: [-0.43514445798785634, 0.010903894235090736] Predicted: 0.4076572621667647 Movie Vector: [-0.413561354524328, 1.7200656881062688] User Vector: [0.7994770794159282, -0.44755266705262226] Predicted: -1.1004528100920696 Movie Vector: [0.6833382962005852, 0.5600960634193316] User Vector: [0.08682858728093076, -0.48947241227991545] Predicted: -0.2148182723762897 Movie Vector: [0.5570730614178965, -0.7229150379941343] User Vector: [0.9460697708853392, 0.07671757740948824] Predicted: 0.47156969319422565 Movie Vector: [-0.25249790499428704, -0.3448078683136235] User Vector: [0.2974804083148355, 0.16689022343590504] Predicted: -0.1326582420616598 Movie Vector: [0.6958995120035761, 0.4892856449523608] User Vector: [0.05032496759922432, 0.7708421483599888] Predicted: 0.4121831181106765 Movie Vector: [-0.34485205675439534, -0.02146517763755068] User Vector: [0.7570832113272824, 0.8235053962111409] Predicted: -0.27875839217558956 Movie Vector: [-0.5319426696093328, -0.9549159101144569] User Vector: [1.3982328857682458, -0.4664922202790178] Predicted: -0.29831889090207 Movie Vector: [-0.7616080976022424, -0.051388357303087384] User Vector: [0.5319484850707424, -0.056108131382370086] Predicted: -0.4022529690340372 Movie Vector: [0.5679131452066393, -1.0185621263606417] User Vector: [-0.2395165575371212, 1.3520753836677417] Predicted: -1.513197379308469 Movie Vector: [1.1872283143334876, -0.025347016632556445] User Vector: [0.22720849655253575, -0.037965776168179394] Predicted: 0.2707106795243158 Movie Vector: [1.03100389121404, 0.461716500616537] User Vector: [0.7041802363441846, 0.632648207141663] Predicted: 1.0181166801096513 Movie Vector: [-0.43461122790307843, -0.41867491257415024] User Vector: [0.6052325651259928, -0.32489596571260365] Predicted: -0.12701507825591915 Movie Vector: [0.5921054914692261, 0.629532704010055] User Vector: [1.012139877106501, -0.37149107630954575] Predicted: 0.3654277975849929 Movie Vector: [1.2492639702465265, -0.8281745085989578] User Vector: [0.7460127516254206, -0.1298032945546714] Predicted: 1.0394666316324495 Movie Vector: [0.1973278523462791, -0.8756484163202901] User Vector: [1.7683403386862984, -0.690125100557424] Predicted: 0.9532497526162484 Movie Vector: [0.15321731307099773, -0.2667025946037537] User Vector: [0.044771828265718405, 0.31402028971622026] Predicted: -0.07689020679738885 Movie Vector: [-2.0269746952155026, 0.8350398528935363] User Vector: [0.713645160942434, -0.7856764873396448] Predicted: -2.1026118610033158 Movie Vector: [-0.29106817065901874, -1.0550395176437704] User Vector: [-1.2826333838925006, 0.6457303494620058] Predicted: -0.3079372837485608 Movie Vector: [0.2177529911995322, 0.32348571835754303] User Vector: [0.16211684976806032, -0.8000140409091053] Predicted: -0.22349168775876244 Movie Vector: [-0.7107811042922463, 0.5694399169560378] User Vector: [0.30786894361451456, 0.6999475660930272] Predicted: 0.17975065618998223 Movie Vector: [0.1190864661899277, -0.9057504386596427] User Vector: [-1.4431695661006636, 1.1509312566806638] Predicted: -1.2143184543453844 Movie Vector: [-0.173862721316659, 0.48262178245927906] User Vector: [0.6620263279061875, -0.217385843803743] Predicted: -0.22001684237102148 Movie Vector: [1.5855771630306619, -0.004863514826103164] User Vector: [-0.6037171314358831, 0.7728991209686947] Predicted: -0.9609991028690301 Movie Vector: [-0.17292874366609098, -2.061777915521283] User Vector: [-0.551701756732752, -0.8475829309969447] Predicted: 1.8429328603724702 Movie Vector: [1.5130500947987706, 0.31939808837702044] User Vector: [-0.9212155963822412, -0.22818365909975302] Predicted: -1.466726769951591 Movie Vector: [1.4541388657077694, 0.20114395102295518] User Vector: [0.7735746131635965, 1.0444598380931553] Predicted: 1.3349716890448922 Movie Vector: [-0.36997754812666217, 0.6610293468297086] User Vector: [1.7129471588820424, -0.19543754113252906] Predicted: -0.7629419400745501 Movie Vector: [-0.7041037303586967, -0.057453723937098654] User Vector: [0.7628399878556084, -0.9209669271960728] Predicted: -0.48420550152559555 Movie Vector: [0.24897252709958645, 0.7746097017686187] User Vector: [1.1682764618318218, 0.8964735380036025] Predicted: 0.9852858429696612 Movie Vector: [-0.614326798953522, -0.017471031634946732] User Vector: [0.39819228678238716, -1.2860650743370028] Predicted: -0.22215130930866486 Movie Vector: [0.11424156765584692, 0.806763561236438] User Vector: [-0.07407471135194019, -0.9565923900089288] Predicted: -0.780206294363779 Movie Vector: [0.07424512791071686, 0.6103460627191123] User Vector: [0.13525179953797623, 0.007783783462373043] Predicted: 0.014792588746169205 Movie Vector: [0.5992407093126502, 0.7304195158535954] User Vector: [0.37661585922965324, 0.33816948970838046] Predicted: 0.47268914957242325 Movie Vector: [-0.7061019830066855, -0.9926104708298188] User Vector: [-0.31524550099580173, 1.1335259599633036] Predicted: -0.9025542634299255 Movie Vector: [1.1050563736779924, 0.3283795919695999] User Vector: [0.10333429600471028, 1.4944321280043888] Predicted: 0.6049312348398755 Movie Vector: [0.4723172634415639, 1.3970475053746618] User Vector: [0.011876220501602731, -0.15820438665847236] Predicted: -0.21540969975320162 Movie Vector: [-0.7533812767968052, 0.39908979851846466] User Vector: [0.31792691259495126, 0.8621782545960612] Predicted: 0.10456636257489293 Movie Vector: [-1.3660757143035307, 1.183967906041646] User Vector: [0.9928127020533535, -0.9770174975748188] Predicted: -2.5130146818968604 Movie Vector: [-0.32003474039474816, -0.10985065506262487] User Vector: [-1.6579700279402743, -0.579386546539766] Predicted: 0.5942539991460043 Movie Vector: [0.6862206692278652, -0.48854906495130257] User Vector: [0.6734325500777164, -0.4167691214333101] Predicted: 0.6657354997709779 Movie Vector: [0.42586326599121094, -0.5363368988037109] User Vector: [1.1947819674276419, -0.2257673088549862] Predicted: 0.6299010890786831 Movie Vector: [0.72441218392047, 1.3746527848812582] User Vector: [0.13153323884967685, -0.5931150200381842] Predicted: -0.7200429332371658 Movie Vector: [1.337999852564787, 0.5087835364229004] User Vector: [1.1644663675594893, 1.2988115971137684] Predicted: 2.2188697856378683 Movie Vector: [0.20914529890226485, -0.81313880995119] User Vector: [1.0805901513399712, 0.18872036320454422] Predicted: 0.07254449864314244 Movie Vector: [-1.7019554474680145, -0.5297285248348247] User Vector: [1.5089978018867234, -0.6004645101310968] Predicted: -2.250163849970957 Movie Vector: [-0.21954509036714642, -0.6356909445469616] User Vector: [0.3885244272574733, -0.6445547128305669] Predicted: 0.32443896371937286 Movie Vector: [0.18293864206769025, -0.40847345596536816] User Vector: [0.4597642596042866, -0.19384493536809733] Predicted: 0.16328915999445534 Movie Vector: [-0.4057694123394537, 0.18548265919020301] User Vector: [0.18568496711873628, -0.4084450946264231] Predicted: -0.15110476227254344 Movie Vector: [1.239522216419624, 0.07381252105298142] User Vector: [0.7231665825922138, -0.13016549875739875] Predicted: 0.8867732016779036 Movie Vector: [1.4236330854812436, 0.20246277867551615] User Vector: [-0.20584090208601824, -0.44564558765686624] Predicted: -0.38326856253645314 Movie Vector: [0.7757688006930178, -0.8625660072631816] User Vector: [0.09828749554323815, -0.3106615696749076] Predicted: 0.34421448230529594 Movie Vector: [-0.19717558623694925, -0.31377135673053774] User Vector: [-0.0046676601771172554, 0.5144381087497015] Predicted: -0.1604955947045078 Movie Vector: [0.9924618173419998, -0.6693546697351669] User Vector: [0.05219674834382692, 0.30109586616468964] Predicted: -0.14973664433463235
avg loss: 14.504286499024994: 31%|█████████████▉ | 21587/70000 [00:35<01:14, 648.44it/s]
Movie Vector: [-0.7727995047652787, -0.27238705029467825] User Vector: [0.9282693036535641, 0.6479140210472704] Predicted: -0.8938494471899145 Movie Vector: [-0.9939096041624533, -0.622194104008728] User Vector: [0.37197067329680783, -0.6924859668315362] Predicted: 0.06115546101489383 Movie Vector: [-0.7756498508787186, -0.7425377070821221] User Vector: [0.6239940642557407, 0.035330264588631886] Predicted: -0.5102349565474182 Movie Vector: [0.48790769563288827, 0.1305666596641002] User Vector: [0.11542313622004693, -0.6088330375269594] Predicted: -0.023177459587198787 Movie Vector: [0.4600358493784553, 0.9365685269677949] User Vector: [1.0373697773961927, -0.22080771065722002] Predicted: 0.27042573435063305 Movie Vector: [0.9236040340302405, -0.11590048899458354] User Vector: [1.0876214940877893, -0.5317373030872136] Predicted: 1.0661602128819485 Movie Vector: [0.11376637700578604, -0.3399213121785688] User Vector: [-0.0301809096307663, -0.36747923019885714] Predicted: 0.12148044938413455 Movie Vector: [0.11210729220420412, 0.18092537310350842] User Vector: [0.8670868648790887, -0.5211400702792016] Predicted: 0.0029192988729741104 Movie Vector: [-0.22589564163238443, 0.10535253694925774] User Vector: [0.6178506921700352, -0.5934473605125575] Predicted: -0.20209096351660163 Movie Vector: [0.9447102624945, 0.39995390678592585] User Vector: [-0.4847128191880296, -0.015109878379313199] Predicted: -0.4639564295384391 Movie Vector: [2.2643150607494724, 0.09434105380541134] User Vector: [1.4938848906979216, 1.7948497803261694] Predicted: 3.551954076731765 Movie Vector: [-0.5844986226475364, -0.20185143548778425] User Vector: [0.9295419570084621, -0.9764847749310097] Predicted: -0.34621114001275133 Movie Vector: [1.1115435038706616, 0.4221971932239814] User Vector: [-0.635904182196782, -1.0433815877058523] Predicted: -1.147347940596011 Movie Vector: [-0.7271308402540724, -0.08579783674372157] User Vector: [-0.5771449381298659, -1.599641037673422] Predicted: 0.5569056244096156 Movie Vector: [-0.5232345444342904, 1.4597690765449856] User Vector: [1.3774365233998456, -0.12774137478933065] Predicted: -0.9071952805210791 Movie Vector: [1.4403580649880836, -0.4253356040538212] User Vector: [0.051983181302737824, -0.16774683129965962] Predicted: 0.14622309425209135 Movie Vector: [0.8999883517598375, -0.2540704211003705] User Vector: [-0.27298280398979097, 0.27543051852000366] Predicted: -0.3156600916458215 Movie Vector: [0.09968454774905706, -0.19189189563620915] User Vector: [0.14372762669920136, 0.25322607246227496] Predicted: -0.034264607602742816 Movie Vector: [2.38397122489872, -0.34641171349635513] User Vector: [1.1285269703649905, -0.37884229431785754] Predicted: 2.821611232191807 Movie Vector: [0.5608750174536665, 0.2679191507367907] User Vector: [0.6328787039231708, 0.6501856986561396] Predicted: 0.5291630543141221 Movie Vector: [0.3978911920737541, 0.7559856758420175] User Vector: [0.5853004644954373, -0.578266682217863] Predicted: -0.20427542903398083 Movie Vector: [0.35616291087699603, -1.0081238502108745] User Vector: [-0.5415797830029224, -0.5286972291014953] Predicted: 0.34010165421116745 Movie Vector: [1.1560509797362248, -0.013919153803751083] User Vector: [1.053998491777873, 0.8682570933130404] Predicted: 1.2063905850372914 Movie Vector: [0.9757519432335127, -0.4014047337957063] User Vector: [0.8439383263689003, -0.5393991747362161] Predicted: 1.0399918440683074 Movie Vector: [0.03509936323138099, 0.013505445834041238] User Vector: [-0.08549408093824358, -0.3423381044912285] Predicted: -0.007624216528119133 Movie Vector: [0.46305410141711606, 1.544448072387839] User Vector: [0.25382744939495305, -1.2901707110197362] Predicted: -1.875065826191101 Movie Vector: [0.37380281889575284, -1.7949778319004388] User Vector: [0.5912725335336656, -1.1085719493524877] Predicted: 2.210881413924889 Movie Vector: [0.4331393678357749, 0.9394980205102387] User Vector: [0.24229725404980373, -1.0454220687929656] Predicted: -0.8772234847812337 Movie Vector: [0.9840393213657905, 0.26525051977583025] User Vector: [1.7441784510084632, -0.5317851122284105] Predicted: 1.5752839018435698 Movie Vector: [1.5474671269680327, -0.6816939465593622] User Vector: [1.267671436298456, 0.2813199859258463] Predicted: 1.7699057440163968 Movie Vector: [0.27862815034177096, 0.6898501893913349] User Vector: [-0.09188637750835266, -0.0158883991318824] Predicted: -0.0365627465570122 Movie Vector: [-1.0012511468779783, 0.2381866452120942] User Vector: [0.44358116026345284, 0.3627771273987762] Predicted: -0.35772747851245146 Movie Vector: [0.4678354336858875, -0.7485330869158247] User Vector: [1.1021460507584282, 0.23860644048173352] Predicted: 0.33701816018996844 Movie Vector: [0.4555001138941226, 0.15541821895378927] User Vector: [0.6283048050549596, 0.70981580858972] Predicted: 0.39651121901901665 Movie Vector: [1.2164595281784516, 0.389794240766252] User Vector: [0.5750882863049035, 0.7301356508451629] Predicted: 0.9841742970969807 Movie Vector: [2.2944348673293873, 0.13052893451834255] User Vector: [1.2286147119115662, 0.14309452151867996] Predicted: 2.837654408952993 Movie Vector: [0.782367095124084, -0.04552096719480249] User Vector: [0.3190882131813802, -0.7186496008967336] Predicted: 0.28235774334202896 Movie Vector: [-0.23327722285705363, -0.2059829140517606] User Vector: [0.385643887070933, 0.34918698403750814] Predicted: -0.161888487508698 Movie Vector: [0.04933294302357648, -0.25008525612428617] User Vector: [0.6218845688526508, -0.46932982379598953] Predicted: 0.14805186519323538 Movie Vector: [0.377168697084207, -0.8157225044224895] User Vector: [-0.2939933723703266, -0.32971999781099587] Predicted: 0.1580749251642551 Movie Vector: [1.3860797882080078, -0.019960403442382812] User Vector: [-0.08951562022724474, -0.3957747630385235] Predicted: -0.11617596798332547 Movie Vector: [0.9237868665408228, 0.305183714261805] User Vector: [0.032850049299328526, -0.9155391508869392] Predicted: -0.249061194511837 Movie Vector: [-0.9405727640790301, -0.6735516554259048] User Vector: [0.5218297383730519, -0.8584399573293766] Predicted: 0.08738481494276606 Movie Vector: [0.41535364883938297, -0.1704545245790507] User Vector: [0.6545214928252722, -0.9017749950983135] Predicted: 0.4255695183555356 Movie Vector: [0.11679183723507108, -1.54277497759053] User Vector: [0.8276328597691502, 0.6124429008760078] Predicted: -0.8482008204259072 Movie Vector: [-0.14510452701324866, -0.003428064091265757] User Vector: [0.9597427612571463, 0.09025251666180406] Predicted: -0.13957241083812216 Movie Vector: [1.1168269003731255, -0.9009988040135419] User Vector: [1.1961141414584093, 0.23157178096082476] Predicted: 1.1272065514084684 Movie Vector: [0.4102064752459785, -0.08097058879019914] User Vector: [1.1027874466792593, 0.03709242131692939] Predicted: 0.4493671562541255 Movie Vector: [0.36766305562547813, -0.6810979282277541] User Vector: [1.406046504711511, 0.9899517659794042] Predicted: -0.15730274258022126 Movie Vector: [1.1195199432448013, -0.30311590051211296] User Vector: [-0.5454478151062123, -0.7557375901263963] Predicted: -0.38156362682869094 Movie Vector: [1.3425396800525538, 0.0044408153046750914] User Vector: [-0.2319531112651508, 0.09250119970257085] Predicted: -0.31099547504176994 Movie Vector: [-0.07191642816456513, -1.4828119724312812] User Vector: [1.1145779813265044, -0.06362262622838996] Predicted: 0.014183924561103511 Movie Vector: [1.5137996964250244, -0.6271014343886101] User Vector: [0.26001925926743, -0.35308047612020593] Predicted: 0.6150343487732899 Movie Vector: [0.7609719416130428, 0.33080054801779024] User Vector: [-0.054716059715682205, 0.9557032240773337] Predicted: 0.27450976406789307 Movie Vector: [0.03721639588832175, 0.9036724617196151] User Vector: [0.5449536693584643, 0.16359025506138944] Predicted: 0.16811322000430373 Movie Vector: [-0.3873949842874321, -0.6579829448464496] User Vector: [0.34518474645291375, 0.10612802766270793] Predicted: -0.2035532716006418 Movie Vector: [0.5992314044326257, 1.3599405713043096] User Vector: [-0.686897655953226, 0.3736719593367256] Predicted: 0.09656101078245716 Movie Vector: [0.08632775727798621, 0.6110414218268817] User Vector: [1.2058041981415093, -0.5279306522402438] Predicted: -0.21849312422893463 Movie Vector: [0.34745421760380835, 0.09092599443182041] User Vector: [0.6093942783149723, 0.44483793471349214] Predicted: 0.2521839437589876 Movie Vector: [0.8592580332595839, -0.21297489207785636] User Vector: [1.4913782373444162, -1.3166701598496413] Predicted: 1.5618964162628193 Movie Vector: [0.9315463028964935, 0.08892626795784225] User Vector: [0.515339771081347, -0.27557582338966685] Predicted: 0.45555692897290156 Movie Vector: [1.0661652951783893, -0.2650355331417476] User Vector: [-0.6736680948373435, -1.7522444541087816] Predicted: -0.2538345000951281 Movie Vector: [0.06705304046493767, -0.7552093589851567] User Vector: [1.100804953147511, -0.10254730098909395] Predicted: 0.15125700051303545 Movie Vector: [-0.473025069138909, 0.43876816964655996] User Vector: [-0.0601180271294036, 0.8119978872122491] Predicted: 0.38471616066837333 Movie Vector: [1.4522625763917338, 0.7484751049724103] User Vector: [-0.48584651013782976, -0.45910118922460863] Predicted: -1.0492025153415447 Movie Vector: [1.1331839458488542, 0.7145113301048367] User Vector: [0.2512142606210799, 0.16648306348209463] Predicted: 0.40362600223261713 Movie Vector: [0.4785745652993775, 1.4255778275906625] User Vector: [-0.47138714621774896, 0.18710486922945344] Predicted: 0.04113865441888592 Movie Vector: [1.497277665725151, -0.5935682684991725] User Vector: [0.15456205060140313, 1.3082913674192995] Predicted: -0.5451379353173269 Movie Vector: [-0.31691725668373943, -0.34009920963000784] User Vector: [0.28707528780794106, 0.06515651803748743] Predicted: -0.11313879296058045 Movie Vector: [-0.19762938690321002, -0.26375649968395454] User Vector: [-1.1818940456071578, -0.3782070442146698] Predicted: 0.33333156175577305 Movie Vector: [-0.09274357945789158, -0.2632715052730428] User Vector: [0.6632248748223537, -1.1713410055475817] Predicted: 0.24687086084201426 Movie Vector: [-1.3454435905562057, -0.6715926927274609] User Vector: [1.0509224684524432, -0.6572543358764036] Predicted: -0.9725496901128131 Movie Vector: [-0.22892235373657005, -0.4019022345808628] User Vector: [0.3847700455438452, -0.5930885060949875] Predicted: 0.1502811314305769 Movie Vector: [0.3734293659918504, 0.29946252954321795] User Vector: [0.41062059295178616, -0.7958507696792345] Predicted: -0.08498969693787733 Movie Vector: [0.9666506420923267, 0.06507880123768278] User Vector: [1.2260767344918466, -0.38443845661122433] Predicted: 1.1601690687450832 Movie Vector: [-0.06514500884715997, 0.23891346329363664] User Vector: [0.6524440937623874, -0.9299750533421876] Predicted: -0.26468703703109453 Movie Vector: [0.1830967947003817, -0.06268083736565938] User Vector: [0.9798716896142116, -0.25839901203120536] Predicted: 0.19560803203458446 Movie Vector: [1.3834872233668674, -0.3503195655438577] User Vector: [0.18584600405287502, 0.6751643194156616] Predicted: 0.02059230107253074 Movie Vector: [0.5917958324636391, -0.08025332126156914] User Vector: [0.7995080814747595, 0.694193112625148] Predicted: 0.4174342477526876 Movie Vector: [2.443814182670822, -0.36650077119412333] User Vector: [-0.2608147801057288, -0.2505220797256721] Predicted: -0.5455663232519374 Movie Vector: [-0.0676574857952908, -0.9274725972492448] User Vector: [1.6365689139674218, 0.18156084430256872] Predicted: -0.27911884587383445 Movie Vector: [1.252838542230971, 0.18329593321844498] User Vector: [1.2511204574352797, -0.5522543310601135] Predicted: 1.4662259570629697 Movie Vector: [0.02520002612624827, -0.295882765762181] User Vector: [-0.09234020362707493, -0.514812734336663] Predicted: 0.14999724014121738 Movie Vector: [0.1911969398278163, 1.2906210380445844] User Vector: [0.5034347371099067, 0.44572928481509083] Predicted: 0.6715227733933581 Movie Vector: [0.8913970821238334, -0.26791421618224254] User Vector: [0.6290096653564333, -0.1257356015324454] Predicted: 0.5943837354571815 Movie Vector: [0.8185689018588176, 0.7845488839491099] User Vector: [-0.9909583880441469, 1.6968503783925206] Predicted: 0.5200943511073954 Movie Vector: [0.39347772606349485, 0.26060548470012573] User Vector: [0.9132586751024853, -0.5323859001220157] Predicted: 0.2206042612382753 Movie Vector: [0.7049640111108517, 0.7556442100591899] User Vector: [0.8139473156736978, 0.7669797290414155] Predicted: 1.1533673559731525 Movie Vector: [0.7388937157013344, -1.4993767669521159] User Vector: [-0.7899926248933509, 1.580567172810677] Predicted: -2.9535862835036175 Movie Vector: [0.8525530201665409, -0.5447546077875014] User Vector: [1.5734059153942013, -0.8865014715045098] Predicted: 1.8243377265297092 Movie Vector: [-0.1593702675733141, 0.07106429238876659] User Vector: [-0.5102090669049371, -1.042317194052923] Predicted: 0.007240621670955044 Movie Vector: [0.4630070146725597, -0.4669355648134739] User Vector: [0.2375272310625438, 0.17610181411714587] Predicted: 0.027748574118240804 Movie Vector: [0.9873874836305643, 0.5974022840625361] User Vector: [0.6458051061945327, -0.905627163293989] Predicted: 0.09663614286028466 Movie Vector: [-0.36931825646828026, -0.3923680370870094] User Vector: [0.20160267014575614, -0.2500186720895831] Predicted: 0.023643788965309914 Movie Vector: [0.9642486001515467, 0.1805180302209732] User Vector: [-0.6463114325591078, 0.1997609853287732] Predicted: -0.5871444345205096 Movie Vector: [0.2085025647321292, -1.0613995966568803] User Vector: [0.2719051510407736, -0.018335958558294382] Predicted: 0.0761547003739692 Movie Vector: [0.7206888946737784, 0.03166133992158761] User Vector: [0.012858778430076379, -0.17918326110832894] Predicted: 0.0035939966754173778 Movie Vector: [1.153482786608243, 0.040568312773675154] User Vector: [0.03270936039188892, -0.10784249819239336] Predicted: 0.03335469597604581 Movie Vector: [0.3377307524916823, 0.5757654166094803] User Vector: [-0.2865755885986767, -0.3563998414507506] Predicted: -0.301988092375622 Movie Vector: [-0.6033172828720776, 0.3642114395042782] User Vector: [0.6876599134256737, -0.8668801238757751] Predicted: -0.7306047683024686 Movie Vector: [0.6080824680343943, 0.9433886548169226] User Vector: [-0.0945490851897853, -1.3753417243512756] Predicted: -1.3549754203219353 Movie Vector: [0.6216045447207573, -0.9810487856065527] User Vector: [0.23133114835935853, -0.6469877441624353] Predicted: 0.7785230338685292 Movie Vector: [1.0228840913925517, -0.35743291266767113] User Vector: [0.21210609135556566, 0.8977720305432071] Predicted: -0.10393332525356458 Movie Vector: [0.10616941594881227, -0.23835421279710609] User Vector: [0.618967970021026, -0.2765070610602442] Predicted: 0.13162209074001013 Movie Vector: [-0.5523682990449927, -0.238179189381019] User Vector: [1.2399783055419495, 0.19618441756089264] Predicted: -0.7316517530287397 Movie Vector: [0.9877945317339961, -0.2871835406147362] User Vector: [-0.7764772982316255, 0.414440120582747] Predicted: -0.8860204104105385 Movie Vector: [-0.7034334500270808, -0.49354956836518604] User Vector: [0.2994550277424636, 0.11364856869311701] Predicted: -0.26673788531664544 Movie Vector: [-0.03970475403884436, -1.3457172325608946] User Vector: [0.9483493619679003, 0.13057238106102548] Predicted: -0.21336748145016024 Movie Vector: [0.38370240421427154, -1.0778656717079536] User Vector: [1.1089821343151107, -0.26852738331677123] Predicted: 0.714955559558093 Movie Vector: [0.39858818211837355, -0.12748092752737253] User Vector: [0.42885310861037024, -0.7812296505164339] Predicted: 0.27052766141654094 Movie Vector: [-0.5401606742242672, 0.09429009320416211] User Vector: [0.7656187034035455, -0.16679418707840726] Predicted: -0.42928415447470386 Movie Vector: [0.9213173299722893, -0.5914061166270081] User Vector: [-0.08905836867831844, 1.4913138639798857] Predicted: -0.9640231594107587 Movie Vector: [-0.5585746553013596, 0.06282488098288547] User Vector: [0.8408053651838727, 0.7957686165391851] Predicted: -0.41965849840912584 Movie Vector: [-0.16226581103899948, -0.5046473151499115] User Vector: [0.44961759595400164, -0.06166328390810065] Predicted: -0.04183935319733152 Movie Vector: [0.4208712766740236, -0.492939306235995] User Vector: [0.8147181219275003, -1.8344252903777734] Predicted: 1.2471517860856731 Movie Vector: [0.71650005617696, -0.5435667158805784] User Vector: [0.2037554021743685, -0.5851948596309203] Predicted: 0.46408320510406953 Movie Vector: [0.9898495741551158, -1.0348006600245767] User Vector: [1.1560991093038326, 0.2908814018883036] Predicted: 0.8433599443626167 Movie Vector: [1.4167672892372987, -0.2294156314612863] User Vector: [0.6679930306144618, 0.46017276029724874] Predicted: 0.8408198508281824 Movie Vector: [-0.6074138356878931, -0.4860002708211454] User Vector: [-0.07401370529840348, 0.14757690851191452] Predicted: -0.026765468874961257 Movie Vector: [-0.9664000333979602, -0.04411711116052536] User Vector: [1.6172021767937272, -0.1689616684781711] Predicted: -1.5554101369545927 Movie Vector: [1.1638051267625917, -0.8919036590149843] User Vector: [0.1643935509461343, 0.018885469819973216] Predicted: 0.17447803776316728 Movie Vector: [1.5672969124366398, 1.353574086378865] User Vector: [2.069457827013892, -1.142772660013129] Predicted: 1.6966274034806945 Movie Vector: [0.4745701045210128, 1.3670371716017984] User Vector: [-0.5149760428060997, -0.6039994691106838] Predicted: -1.0700819603623652 Movie Vector: [-0.21906379412626154, 1.431560742327779] User Vector: [0.5646916739278537, 0.23038881409262824] Predicted: 0.20611208112431417 Movie Vector: [-0.916146008805435, 0.33325097328115694] User Vector: [0.8257571884677549, -0.39643157245802]
avg loss: 14.503272727814458: 31%|█████████████▉ | 21728/70000 [00:35<01:12, 670.32it/s]
Predicted: -0.8886253598181457 Movie Vector: [0.10389430746584839, -0.8229858327392746] User Vector: [-0.6922699023898979, 0.02271872747603805] Predicted: -0.09062009293889273 Movie Vector: [0.7803856155185521, -0.2154089863700209] User Vector: [-0.25463864989868995, -0.11793230408222569] Predicted: -0.17331266145336896 Movie Vector: [-0.9913954169623758, -0.9725854596850376] User Vector: [-0.08711559408392744, 0.2768266687712855] Predicted: -0.18287159217923799 Movie Vector: [0.28944593582535094, -0.07749254678323214] User Vector: [-0.29000152412594027, -0.8691316495076618] Predicted: -0.01658853753115068 Movie Vector: [0.6374510221121372, 0.638033844159418] User Vector: [0.5008976092523533, -0.09459664453260054] Predicted: 0.2589418322357214 Movie Vector: [0.6597228629008116, 0.36947013523714484] User Vector: [1.4083933002792115, -0.8507130179637338] Predicted: 0.6148362063554635 Movie Vector: [1.6520370667008897, -0.4845998325201123] User Vector: [0.551371075051624, 0.31941493023931966] Predicted: 0.7560970317936033 Movie Vector: [1.0594092729374467, 0.2611246299396596] User Vector: [0.3562252708006428, -0.9770306369016691] Predicted: 0.12226159164019573 Movie Vector: [1.1104024433797046, -0.10726762746253657] User Vector: [0.48517997624930587, -0.72831342462483] Predicted: 0.6168694842147567 Movie Vector: [0.7476320782562529, -0.9298779147117203] User Vector: [0.0657885078938295, -0.5187831089789005] Predicted: 0.5315905544470048 Movie Vector: [-0.29795935410224383, 0.10782969051967059] User Vector: [-0.20763282066895938, -0.5824977165340188] Predicted: -0.0009444073653279011 Movie Vector: [0.3697166518978128, -0.659123965004149] User Vector: [1.5015747172520815, -1.2391503679123712] Predicted: 1.3719108807715967 Movie Vector: [1.0137429645340224, 0.044971941158818106] User Vector: [0.23752634735078146, -0.656765331052275] Predicted: 0.21125465169508453 Movie Vector: [0.5476399059839281, -1.1175612691531562] User Vector: [-0.25242931211167996, 0.08323000404327578] Predicted: -0.23125499370265365 Movie Vector: [0.7397756041647264, 0.1900032966765939] User Vector: [0.5049609407872646, -0.4214908322470853] Predicted: 0.2934731374045799 Movie Vector: [-0.3410524790809327, -0.6424317476940405] User Vector: [1.3778855217431354, 0.5649850997168223] Predicted: -0.8328956381123906 Movie Vector: [1.8895964728368917, 0.7559894606464281] User Vector: [-0.05381314374220678, 0.07837640322961384] Predicted: -0.042433391802575854 Movie Vector: [-0.1007209086621708, -0.5130879563136683] User Vector: [-0.07303006821935001, 0.3902029659702134] Predicted: -0.19285278752647542 Movie Vector: [-0.5621100719070393, -0.08635642262244304] User Vector: [-0.08606430406574535, 0.2242372859225911] Predicted: 0.029013282316184538 Movie Vector: [1.0724925994873047, 0.2158832550048828] User Vector: [0.166004503574743, 1.0928844975127219] Predicted: 0.41397406423289784 Movie Vector: [0.11902469994930871, -0.49884226495870926] User Vector: [1.5385779768296586, -0.7778046002693643] Predicted: 0.5711305905344377 Movie Vector: [-0.5569761795267054, 1.5665697189769225] User Vector: [-0.8353056899400053, 0.1578933448062881] Predicted: 0.712596304721216 Movie Vector: [0.42795103182825567, 0.08380905203680408] User Vector: [1.114574615558556, -0.01984175724552089] Predicted: 0.475320437912374 Movie Vector: [0.45022961234206993, 0.16594867836831467] User Vector: [0.13159005459657597, 0.3392038124449672] Predicted: 0.11553616364182422 Movie Vector: [-1.0477406821809307, -0.49602008482208365] User Vector: [1.5241333101288144, 0.4757669399128281] Predicted: -1.8328864319801483 Movie Vector: [0.09983196946312312, -1.0148255621167759] User Vector: [1.8821806100003373, -0.14818977405432018] Predicted: 0.3382885679362696 Movie Vector: [0.2631293171014989, -0.1563631882733533] User Vector: [0.39681227704251126, -0.7951476487466527] Predicted: 0.22874476498177382 Movie Vector: [0.42566194205393176, -0.6538580399890652] User Vector: [0.9728377869613317, -0.057381334237726137] Predicted: 0.4516192684380466 Movie Vector: [-1.0629498102582062, 0.28397536125973766] User Vector: [0.42740620211764063, -0.1307408067299776] Predicted: -0.4914385092666616 Movie Vector: [-0.8149253689783666, -0.27722561119002637] User Vector: [0.03820793340539881, 1.3490852749394695] Predicted: -0.4051376041208547 Movie Vector: [-0.6949250504231052, -0.5755752358704482] User Vector: [0.8490063043190322, 0.5967624469804303] Predicted: -0.9334774350178248 Movie Vector: [1.3737687269124723, 0.09450643398253304] User Vector: [0.7437940607837771, -0.1283324579330497] Predicted: 1.0096727770045215 Movie Vector: [1.5469107867200402, 0.3264021277407783] User Vector: [0.17270762938437798, 1.5150471730386654] Predicted: 0.7616779157510128 Movie Vector: [-0.5963259326022806, -0.6298777893099836] User Vector: [-0.08564345894458479, 0.932760512285396] Predicted: -0.5364537139075584 Movie Vector: [0.23969682928054858, -0.559023242137352] User Vector: [1.419698418660838, -0.4536340075324329] Predicted: 0.5938891631221522 Movie Vector: [0.5104558926014868, -0.9136458242375093] User Vector: [0.20523780913336273, 1.0049414281014606] Predicted: -0.8133956903314344 Movie Vector: [-0.16219508009343525, -0.48859273775399503] User Vector: [-0.2686294347931231, -0.4137991404243324] Predicted: 0.24574962759189925 Movie Vector: [1.6829366731822757, -0.9737762263872943] User Vector: [-0.20183803363015923, -0.18197357341460027] Predicted: -0.16247908921731177 Movie Vector: [-0.4584734350253833, -0.8999944127973802] User Vector: [0.8694050699414116, 0.42755832140024913] Predicted: -0.7833992292497733 Movie Vector: [0.9271102125690748, 0.9479833297770156] User Vector: [1.8682278122225555, -0.10490323827182016] Predicted: 1.632606562995799 Movie Vector: [-0.10464104408236231, -0.4921424950090283] User Vector: [0.5540781131230657, -0.3221682188751346] Predicted: 0.10057335878944061 Movie Vector: [1.3855975783565357, 0.6854799424283116] User Vector: [0.6539089059241386, -0.6832920373742164] Predicted: 0.43767161007325667 Movie Vector: [-0.5764637815056294, -2.098729361296362] User Vector: [0.18648977429935318, -0.01442971937658133] Predicted: -0.0772205247738382 Movie Vector: [-0.5372093493086939, 0.22170317168653902] User Vector: [0.8926137191494103, 0.48864620652060853] Predicted: -0.3711860214300535 Movie Vector: [0.8755381506321787, -0.12387737252221713] User Vector: [1.2132563706484465, 1.0364161821174611] Predicted: 0.9338637255200313 Movie Vector: [-0.1543906231637477, 0.3476286512401835] User Vector: [1.0187079867117133, 0.9931974393036399] Predicted: 0.18798492535002012 Movie Vector: [0.06390541150967075, 0.7750789405610893] User Vector: [0.3123696134905529, -0.0945187321336071] Predicted: -0.053297370072063 Movie Vector: [-0.8008197329362716, -0.3247104405088586] User Vector: [0.06251585622348729, 0.012930273877964783] Predicted: -0.05426252621198958 Movie Vector: [-0.89522891214054, 0.7161892510247136] User Vector: [1.4915521080835201, -1.1559572013021868] Predicted: -2.163164693337776 Movie Vector: [1.1851443071412733, 0.7489461591874358] User Vector: [0.3668074833739396, -0.384763254924909] Predicted: 0.14655283876497494 Movie Vector: [0.9017214995713415, 0.9840394150572875] User Vector: [-0.13913350497974838, 1.09090453699861] Predicted: 0.9480333897204978 Movie Vector: [1.011973799429686, -0.45212495564673744] User Vector: [-0.47102214892006056, 0.9145412586571675] Predicted: -0.8901489996656523 Movie Vector: [0.7517989550331675, 0.4910213843564926] User Vector: [0.007826202368757047, -1.4735616840698773] Predicted: -0.7176665672839662 Movie Vector: [1.2529716583727064, -0.028572994766004525] User Vector: [-0.12764772977815458, -0.7867571277840253] Predicted: -0.13745898037335574 Movie Vector: [-0.7632961126528747, 0.7853958504182013] User Vector: [1.9797491251598627, 0.9983935618749811] Predicted: -0.7270006506815947 Movie Vector: [0.2210028658028499, -0.4361426287209089] User Vector: [-0.08645143034956171, 0.4334552122903643] Predicted: -0.20815430958110775 Movie Vector: [-0.2674119637445478, -1.407182501787446] User Vector: [0.8846712088386919, -0.014357246887948427] Predicted: -0.21636839862925425 Movie Vector: [-0.7025701714129525, -1.6739898423698203] User Vector: [-0.5690158923315263, -0.42901517231033026] Predicted: 1.1179406336820856 Movie Vector: [0.038423761710916444, -0.17276315259648564] User Vector: [-0.18466422641494, -1.49958017044683] Predicted: 0.25197670358527124 Movie Vector: [1.234129035638047, 0.23982273510667057] User Vector: [-0.2732374605669611, -0.8769186950707024] Predicted: -0.5475153236277208 Movie Vector: [0.8017520105990148, 0.2307422367046027] User Vector: [0.5723175768442722, -0.2548921546281675] Predicted: 0.4000423820586926 Movie Vector: [0.09056171904982352, 1.3026390216667494] User Vector: [0.35436448547480365, -0.3921636037110511] Predicted: -0.478755756096666 Movie Vector: [0.09714972775974123, -1.5126683500779023] User Vector: [0.9405113021853634, -1.56340703713295] Predicted: 2.456286760322349 Movie Vector: [-0.9355739021070395, -0.6567233942554852] User Vector: [0.3451121438360803, -0.6627129838053648] Predicted: 0.11234120506859202 Movie Vector: [1.229205482307436, -0.17505588523352889] User Vector: [0.3665861333358486, -0.26064861724635446] Predicted: 0.4962377592612657 Movie Vector: [0.11930939203632272, -0.15731592471345537] User Vector: [0.753585151684268, -0.37969850425350604] Predicted: 0.14964240760400624 Movie Vector: [0.0405345962532993, -0.1546767724162017] User Vector: [-0.13581226781630326, -0.03224795797252583] Predicted: -0.0005170853859751924 Movie Vector: [0.30199224991204243, 0.20104408999623147] User Vector: [-0.35049019321041774, 0.025553204507226368] Predicted: -0.10070800127307758 Movie Vector: [0.20131818248029795, -0.006540897759975656] User Vector: [0.461687811559169, 0.3783607150580753] Predicted: 0.09047133234281204 Movie Vector: [0.26806902002560656, 0.08718862181614438] User Vector: [-1.3467723314230247, 0.20262894656382374] Predicted: -0.34336100049121465 Movie Vector: [0.9355852688352373, -0.3650424419966167] User Vector: [0.832229320417986, 0.29990597146207176] Predicted: 0.6691430842839461 Movie Vector: [-1.0079664431469244, -0.698493907696183] User Vector: [0.2922943782690596, 0.39876659036272677] Predicted: -0.5731589587768497 Movie Vector: [1.3082918915089434, 0.06143440614438207] User Vector: [-0.46958001264281624, -1.8029782323671077] Predicted: -0.7251126199519846 Movie Vector: [1.5720785185859576, 0.5471816101016331] User Vector: [-1.6209883916100194, 0.0193359872294535] Predicted: -2.5377407327021966 Movie Vector: [0.6604542403324418, 0.045545585618369425] User Vector: [0.4588770232785644, 0.44352364406816114] Predicted: 0.3232678199201341 Movie Vector: [-0.7763673626064544, -1.7296299661740469] User Vector: [0.2875697804276952, 0.8782593839436601] Predicted: -1.742323540538479 Movie Vector: [0.44262185933570714, 0.16546841892332784] User Vector: [0.9383787085178783, -0.5425597302812448] Predicted: 0.32557042798411806 Movie Vector: [0.676031525079684, 0.08572693934632564] User Vector: [0.43359169091440053, 0.6124314224862046] Predicted: 0.3456235234799999 Movie Vector: [1.5874805180770122, -0.2952417509689964] User Vector: [0.25151255706482545, 0.1722972764126408] Predicted: 0.34840193481688597 Movie Vector: [0.7576467872721424, 0.5687732027370592] User Vector: [0.7911405661472094, -0.5059572742113176] Predicted: 0.3116301689208134 Movie Vector: [-0.2887945377838177, -1.1086514800690532] User Vector: [0.7925282325432342, 0.24867516265962547] Predicted: -0.5045719117369556 Movie Vector: [-0.7766369903867196, -1.334368734818786] User Vector: [0.28551970584450487, -0.6472246580085795] Predicted: 0.641891183007252 Movie Vector: [-1.5186378945897416, -0.5546741590689512] User Vector: [0.15559033581966752, 0.435485432454577] Predicted: -0.47783789604121185 Movie Vector: [0.07451857716963742, 0.0864346959516835] User Vector: [0.20438812078368063, -0.9989294075936497] Predicted: -0.07111144767137655 Movie Vector: [-0.2433554282474834, -0.24499531732843655] User Vector: [0.4363072892178402, 0.5426766169935334] Predicted: -0.23913097720215926 Movie Vector: [1.1767316137372354, 0.1698257304926198] User Vector: [0.6126104024215581, 0.39163136056605424] Predicted: 0.7873871093256859 Movie Vector: [1.023044854172475, 0.4840583782575232] User Vector: [-0.44873219450312196, 0.23624961615220058] Predicted: -0.34471455642934457 Movie Vector: [-0.017447140830729874, 0.24657224320638094] User Vector: [-0.8407529535943298, 0.7633028977711561] Predicted: 0.2028780429345772 Movie Vector: [1.0454447386125914, 0.6654077446140567] User Vector: [-0.003697564116147384, 1.3513613869313243] Predicted: 0.8953407336855872 Movie Vector: [0.32009701957566294, -0.5539002096945884] User Vector: [0.6887003488957196, 0.07101471955125499] Predicted: 0.18111586101139654 Movie Vector: [-0.1547063285961894, 0.01986070387670011] User Vector: [1.3461764108193108, 1.271579627672801] Predicted: -0.18300754371979708 Movie Vector: [-0.8382621169374234, -0.39714518774603597] User Vector: [0.8531132224187457, 0.27585716983209424] Predicted: -0.8246878433161018 Movie Vector: [1.0951864360079766, 0.5528702253108985] User Vector: [-0.31100185553820137, -0.5707757656293038] Predicted: -0.6561699399042241 Movie Vector: [0.762092773206368, -0.10346643434180211] User Vector: [-0.028374219430100878, -0.15738570117494138] Predicted: -0.005339650256096031 Movie Vector: [0.42369909057587707, 0.738504921778208] User Vector: [1.450346631858989, -0.5231066425658667] Predicted: 0.22819371878867362 Movie Vector: [0.9243123050453868, -0.33201185260313465] User Vector: [1.2491224517091095, 0.3455716428891512] Predicted: 1.0398453712604558 Movie Vector: [1.2487506036399916, 0.6822262399277286] User Vector: [1.2413597035626547, -0.12798735882137452] Predicted: 1.4628323445912386 Movie Vector: [1.1110312564254177, 1.2364478545371214] User Vector: [0.43564938466736136, 0.12239453402055119] Predicted: 0.6353545422047198 Movie Vector: [-0.2767005220098543, -0.33097135185375465] User Vector: [1.7501620982956012, -0.5255750811247356] Predicted: -0.31032047109975425 Movie Vector: [1.2705084856455482, -0.2044229827018272] User Vector: [0.2505234686468281, 0.1027664348847747] Predicted: 0.2972843716283728 Movie Vector: [2.358698237536253, 0.1380135723969024] User Vector: [-0.12417687219915663, 1.1452116472968248] Predicted: -0.13484101900493908 Movie Vector: [-1.0805912962658315, -0.8724870540087036] User Vector: [-0.12662099971588262, -0.621882446476472] Predicted: 0.6794099338834434 Movie Vector: [1.1455484759520729, 0.3099258007406063] User Vector: [0.8603465299197447, 0.1129646230417769] Predicted: 1.0205793073918015 Movie Vector: [-0.6767973034450776, -0.20220462188108118] User Vector: [-0.5589648609557951, -0.44113553299635516] Predicted: 0.4675055542632721 Movie Vector: [0.5771450766829657, 0.30296713399877945] User Vector: [-0.2443684747102334, 0.9315073514400417] Predicted: 0.14118005048904622 Movie Vector: [1.4482302471464121, -0.16422837065106574] User Vector: [0.7204804618852387, 0.6920313645636713] Predicted: 0.9297704139384951 Movie Vector: [-0.31459054334923503, -0.09912455163228044] User Vector: [1.4401265145816942, -0.019395672291917077] Predicted: -0.45112759539435227 Movie Vector: [-0.7660291140201738, 0.6548283597457606] User Vector: [1.0579292885732239, -0.3933922264361063] Predicted: -1.0680090219956277 Movie Vector: [0.7570262626984172, 0.13888644406616305] User Vector: [-0.7225427229126853, -0.026851471252571056] Predicted: -0.5507131225267426 Movie Vector: [0.9372100289239291, -0.6004546391587207] User Vector: [-0.11032790704323313, -0.6514795513326378] Predicted: 0.2877834979636192 Movie Vector: [0.4075829070496022, 0.11529428240508537] User Vector: [1.2593660272289688, -0.3071051867895248] Predicted: 0.4778885942837136 Movie Vector: [0.45874620318216697, 1.0124264727743786] User Vector: [0.13022128357760043, 0.28645425098562177] Predicted: 0.34975238635133205 Movie Vector: [0.6239100981617226, -0.987496965328113] User Vector: [0.8552258091794349, 0.79373416313783] Predicted: -0.2502260588202766 Movie Vector: [1.4823077377253135, -1.409021663150329] User Vector: [1.1094007127303573, -0.1993601828441141] Predicted: 1.9253760771151538 Movie Vector: [-0.1612665161563974, 0.28390522857250633] User Vector: [-0.1022639779409086, 0.06443788341182205] Predicted: 0.03478600746958686 Movie Vector: [-0.5555565505709171, -0.01565810011832941] User Vector: [1.6169999980777132, -0.024011222541603428] Predicted: -0.897958971078714 Movie Vector: [0.33390249908548814, 1.202052488933524] User Vector: [-0.2478699962481485, -0.5679361257319365] Predicted: -0.7654534446869045 Movie Vector: [0.003999164169367034, -0.5061301355830707] User Vector: [-0.22878594800563418, -0.47074751128418174] Predicted: 0.23734454914593722 Movie Vector: [0.1380542040790417, -0.8043582003969225] User Vector: [0.9303615131527865, 0.2616171949414757] Predicted: -0.08199361791193541 Movie Vector: [-0.8165532423209655, -0.3336450144336833] User Vector: [0.9641935188476778, -0.22314576979558334] Predicted: -0.7128638704556695 Movie Vector: [-0.7839165509047648, 0.5493064662028719] User Vector: [0.9276153537580106, -0.5122182497936008] Predicted: -1.0085378254030257 Movie Vector: [-0.7576361699546532, -2.161354156818859] User Vector: [0.47527953458430156, 0.07722286257557774] Predicted: -0.5269949212694568 Movie Vector: [0.2877627881383053, 0.3962910602604248] User Vector: [0.14236117216574803, 1.4443252813400276] Predicted: 0.6133394449282289 Movie Vector: [-0.25109893240407977, 1.3942820889580851] User Vector: [0.4768380295878428, -0.8432494135420039] Predicted: -1.2954610739851977
avg loss: 14.493823096080996: 31%|██████████████ | 21864/70000 [00:35<01:15, 636.75it/s]
Movie Vector: [0.4495558106431466, 1.0354685227724139] User Vector: [1.2477861119496587, -0.3309037351046741] Predicted: 0.21830909529807785 Movie Vector: [1.4517122294083378, -0.46197486036368174] User Vector: [-0.3267329527800058, 0.3820104056082483] Predicted: -0.6508014270897753 Movie Vector: [-0.3755581258138271, -0.5769522397978541] User Vector: [0.28539978627558915, -0.30113611270617335] Predicted: 0.06655694586851871 Movie Vector: [-0.37070327015341464, 0.01091555202372227] User Vector: [0.8415284458993237, -1.0068794634235652] Predicted: -0.3229479919866177 Movie Vector: [1.4190676186273625, 0.3498663952155076] User Vector: [1.1175535498040192, 0.04500987104161355] Predicted: 1.6016314959393894 Movie Vector: [0.3858802560418859, 0.4870708136259896] User Vector: [-0.7884824834413839, 1.1630403490353143] Predicted: 0.26222318648958215 Movie Vector: [-0.1611070083559585, 0.37699818189221435] User Vector: [-0.5856307338284326, 0.049123111415256555] Predicted: 0.11286853922084379 Movie Vector: [-0.7970649991665697, 0.05020000985756956] User Vector: [0.5542563171509635, -0.41352845018778034] Predicted: -0.46253744324381074 Movie Vector: [0.6584457295316362, -2.244825630634081] User Vector: [0.1626791683761481, 0.8498381767261671] Predicted: -1.800623117305203 Movie Vector: [1.585879254366629, -1.4276335463572882] User Vector: [-0.0238375245222866, 0.4839325352214663] Predicted: -0.7286817570712454 Movie Vector: [-1.157575712868955, -0.7890865906014609] User Vector: [-0.08208060308791243, 0.3486774259881614] Predicted: -0.18012216866048755 Movie Vector: [-0.44216296878792216, -0.7188302081688018] User Vector: [0.2675847524247797, 0.5841677729338364] Predicted: -0.5382335103580567 Movie Vector: [0.3780184273851813, 0.45267706765898874] User Vector: [-1.1732196807861328, -0.2800273895263672] Predicted: -0.5702606362631156 Movie Vector: [0.8467231546216787, 0.10073419008270659] User Vector: [0.3102512056477377, -0.41012492268974216] Predicted: 0.22138327765134783 Movie Vector: [-0.40807856804002235, 0.10026455291784092] User Vector: [0.6452809913234409, -0.05027300310213323] Predicted: -0.26836594310258843 Movie Vector: [-0.5568582903975405, 0.5523679503322841] User Vector: [1.287283423850753, -0.2992081033877053] Predicted: -0.8821074134536998 Movie Vector: [0.001346166821743086, 0.14413885313065075] User Vector: [-0.047170889085009216, -0.02923025162996351] Predicted: -0.004276714832501638 Movie Vector: [-1.7801910776450347, -0.16039995827267334] User Vector: [0.553873160296234, 0.25396377015698773] Predicted: -1.0267358362423655 Movie Vector: [0.0020550467533408494, -0.7455545514403903] User Vector: [0.20098862531836295, -0.656414476717427] Predicted: 0.4898058417699588 Movie Vector: [-0.08827429931829603, -0.05396683702495132] User Vector: [0.9385165361308073, -1.532347562792486] Predicted: -0.000150938438777809 Movie Vector: [0.3996330692170923, 1.316365787870529] User Vector: [-0.13511424641743758, 0.4989623739682206] Predicted: 0.6028208775356712 Movie Vector: [0.37639369828402813, 0.4230738006510866] User Vector: [1.3319181993145897, 1.362486294070977] Predicted: 1.077757871619444 Movie Vector: [0.7105104112513276, -0.9071233069330238] User Vector: [-0.16121527415379022, 0.21269191561568251] Predicted: -0.3074829245902226 Movie Vector: [0.624779591085695, -0.6656026869639837] User Vector: [-0.12351133242986256, -0.1798511546078998] Predicted: 0.04254205199061409 Movie Vector: [0.5921658051110044, -0.3634009292176994] User Vector: [0.9469609158038131, 0.4048301266098854] Predicted: 0.4136422289302677 Movie Vector: [-0.09724570741730236, 1.4812613591913026] User Vector: [0.9857387938566409, 0.6619512417744124] Predicted: 0.8846639297718693 Movie Vector: [-0.28450817799738826, -1.35817561524218] User Vector: [-1.3829237419648337, 1.1115383170948543] Predicted: -1.116211123549816 Movie Vector: [0.5999102049953493, -0.719939879111919] User Vector: [0.9407783429681008, 0.46441765095113774] Predicted: 0.23002974110197483 Movie Vector: [-0.3411388397216797, -0.9955692291259766] User Vector: [0.6046494739629754, -0.6324583724227109] Predicted: 0.42338667430109467 Movie Vector: [0.25375053891459803, 0.30527520607947684] User Vector: [1.3309787821119103, 1.27353065066019] Predicted: 0.7265139150736124 Movie Vector: [0.32634117417267844, -0.8727266831494078] User Vector: [1.4959101634186691, -0.47399636105402215] Predicted: 0.9018463511944577 Movie Vector: [-1.924314438783142, -0.19963936345299668] User Vector: [1.1657037095537837, -0.427865031774204] Predicted: -2.1577617770502173 Movie Vector: [0.16794892709799616, -0.6329036054730857] User Vector: [0.08705324715130613, 0.16811571861092495] Predicted: -0.09178054498609456 Movie Vector: [-0.27645743895322006, 0.06020207111121486] User Vector: [-0.1294125477354135, 0.10325152300752655] Predicted: 0.041993017045784106 Movie Vector: [0.6083420103563183, -0.6895382871634046] User Vector: [0.5263894680511544, 0.26268591463999985] Predicted: 0.13909283158181443 Movie Vector: [0.6861334605548882, -0.5547630623130759] User Vector: [1.283552464060655, -0.9895560638434395] Predicted: 1.4296574462779512 Movie Vector: [-0.5974343608474801, -0.9008021887716888] User Vector: [0.3964014865357966, 0.45752662377216635] Predicted: -0.648964852862793 Movie Vector: [1.307979873470619, 0.018223012718976715] User Vector: [0.9904744644932177, -0.111362436100957] Predicted: 1.293491305654234 Movie Vector: [-0.680545595057533, 1.5899273814098478] User Vector: [0.9011947160677066, -0.25265811222545137] Predicted: -1.0150121450715692 Movie Vector: [0.17364660799519055, 1.2019177336976818] User Vector: [0.23522064560768144, 0.8395325085393467] Predicted: 1.049894277269354 Movie Vector: [0.5516365426520086, -0.9256184047598577] User Vector: [1.0776812142124446, 0.062414813983785955] Predicted: 0.5367160385361163 Movie Vector: [-0.5203511407904977, 0.9079137455973237] User Vector: [-1.4484259176903345, 0.7988462235252273] Predicted: 1.478973545577755 Movie Vector: [0.208522137004807, -0.3735660243915212] User Vector: [1.1479976349666723, 0.018590623131217357] Predicted: 0.23243809494562495 Movie Vector: [0.7557017559562332, -0.13891603441314523] User Vector: [0.7648488153273549, 0.637264795158552] Predicted: 0.48947129456939553 Movie Vector: [0.7997699540832163, -0.5278869205533006] User Vector: [0.1776068908366016, -0.638100177515196] Predicted: 0.47888939264226293 Movie Vector: [-0.9232418276290482, -1.0630875420765311] User Vector: [0.13551832771272943, -0.320227450747292] Predicted: 0.21531362496563944 Movie Vector: [-0.05537253938757291, -0.1400250674140826] User Vector: [0.12814698037640398, -0.382143706545228] Predicted: 0.04641387455257199 Movie Vector: [-0.7020580202200698, -1.5026837370937143] User Vector: [-1.1596009763225583, -1.0747993176605761] Predicted: 2.4291906209702443 Movie Vector: [0.8782981246972977, -0.14151464810771136] User Vector: [0.10485146343020979, -0.3985737688668517] Predicted: 0.14849487034867734 Movie Vector: [-0.08773740923293087, 0.24164812676084862] User Vector: [0.6594586998057475, 0.11185574250628727] Predicted: -0.030829467172985226 Movie Vector: [-0.8918464948501459, 0.3068930781457272] User Vector: [0.034826886972082756, 0.11383949282290337] Predicted: 0.003876315294375019 Movie Vector: [-0.04814341989308715, 0.4413400459627616] User Vector: [0.24163776094542377, -0.24915931787782888] Predicted: -0.12159725299147228 Movie Vector: [2.5564020535871945, 1.1942696578308118] User Vector: [0.8425252351120781, 0.6946035200684597] Predicted: 2.983377149479787 Movie Vector: [1.595548668183218, 1.3379732204693895] User Vector: [-0.8838857267299047, 0.23610219960845258] Predicted: -1.0943842737400273 Movie Vector: [0.16198175810826648, 1.2236007967813878] User Vector: [0.10348087670661707, 0.17564869628462745] Predicted: 0.23168589906700474 Movie Vector: [-1.1768086477270419, 0.04325971749856108] User Vector: [1.3756084924085743, -0.17999065757311616] Predicted: -1.6266143147521623 Movie Vector: [-2.7130756199525465, -0.7099554624353532] User Vector: [0.6832936508360802, 0.600599625999645] Predicted: -2.280226330566815 Movie Vector: [-0.04410696205791321, -0.1736198463506041] User Vector: [-0.27992748967214914, -0.05663593511600051] Predicted: 0.022179873518699166 Movie Vector: [1.5198482008230993, 0.5451968226957643] User Vector: [0.6242159309303457, -0.32312031029553456] Predicted: 0.7725492930280071 Movie Vector: [0.37331885621416083, 0.4374878191570901] User Vector: [0.9053018702408697, -1.0137575566503827] Predicted: -0.10554032388613405 Movie Vector: [0.5088042448308793, 0.020341708768729025] User Vector: [0.05971141382647191, -0.8854533002759866] Predicted: 0.012369787657238073 Movie Vector: [0.7211059746958193, -0.2428635170556535] User Vector: [0.18143849893851752, -0.7776032253835192] Predicted: 0.3196878398148676 Movie Vector: [1.2277153619229675, -0.6283651882953762] User Vector: [1.1690214961233292, 0.06353944034852049] Predicted: 1.3952996768100012 Movie Vector: [-0.1913174315828743, 0.2703329516434819] User Vector: [0.5065226928514437, -0.9253316058500182] Predicted: -0.3470542448932178 Movie Vector: [-0.027471242035221555, 0.25187032396879133] User Vector: [1.1332942452455146, 0.9881111266377955] Predicted: 0.2177428690751657 Movie Vector: [0.7083111003035332, 0.13132058559425427] User Vector: [0.3733686531471512, 0.39628535217689675] Predicted: 0.3165015860398023 Movie Vector: [0.06329908709989743, 0.3231977180551986] User Vector: [0.10147170531686328, 0.10680635557428397] Predicted: 0.040942636708427974 Movie Vector: [0.027684181104613195, -1.48849739995795] User Vector: [1.4138413361042979, 0.28640482051942995] Predicted: -0.38717179107669514 Movie Vector: [-0.5011416037177204, -0.3974767730264851] User Vector: [-0.010324879346880856, -0.42680684567185817] Predicted: 0.17482003431735108 Movie Vector: [-0.7266942692735219, -0.1449561321385519] User Vector: [-0.06755649837142536, -0.4780839008523465] Predicted: 0.1183941133239679 Movie Vector: [-0.8073513647884726, -0.009794828778955267] User Vector: [0.6048988577698003, -0.7140770415601567] Predicted: -0.4813716560223718 Movie Vector: [0.30945859162394374, 0.6164058359157493] User Vector: [0.7437089532904957, -0.02417291309107565] Predicted: 0.2152468005629709 Movie Vector: [0.9010041383567188, -0.18333984160541786] User Vector: [1.3681710644092364, -0.038388628531315444] Predicted: 1.2397659560870196 Movie Vector: [-0.22545767854367504, 1.7719668352779732] User Vector: [0.24267795454060528, 0.017511596104538972] Predicted: -0.02368364073442637 Movie Vector: [0.8917524265593189, -0.19265872969878434] User Vector: [0.9852843899088051, 0.10653910691102142] Predicted: 0.8581040565514746 Movie Vector: [0.8591868812848578, 0.4542494864583227] User Vector: [-0.41534602184119807, -0.12626766289860825] Predicted: -0.4142168741877968 Movie Vector: [0.686515656761222, -0.8754669373736473] User Vector: [-0.109268529347344, 0.07676920187450482] Predicted: -0.1422234542379167 Movie Vector: [0.32555154474041703, 0.4028827737281217] User Vector: [0.17501501986924758, 0.7334997743448618] Predicted: 0.35249083368821765 Movie Vector: [1.0906603603004974, -0.5140711688886321] User Vector: [0.28390989525456595, 0.42408361224134444] Predicted: 0.09164011039980002 Movie Vector: [0.9767582027479191, 0.2574926985502569] User Vector: [0.539209339937748, 0.08797446281494148] Predicted: 0.549329927616215 Movie Vector: [0.4001239369589143, -0.7797852226603312] User Vector: [1.8342394510707007, -0.20874312237204234] Predicted: 0.8966979126454624 Movie Vector: [2.2386686516851135, 0.5700510951693992] User Vector: [0.7862091921762555, -0.4131320411555301] Predicted: 1.524555499681381 Movie Vector: [0.4915653737916161, -0.8563623059891714] User Vector: [0.6906839728919227, 0.8193724023081115] Predicted: -0.3621633145979649 Movie Vector: [-0.35741176997066354, 0.4132330464165632] User Vector: [0.7548493096689968, 0.805436400256595] Predicted: 0.06304090954289343 Movie Vector: [0.8050940341353082, -1.0698000855164407] User Vector: [-0.8082330247126448, 0.7420190994062487] Predicted: -1.4445156823869225 Movie Vector: [0.7035694582454431, 0.09024305379940686] User Vector: [-0.15377129955361546, 0.10855594641060948] Predicted: -0.09839236980845682 Movie Vector: [2.378727727918591, -0.4290186775792209] User Vector: [-0.43577063062075994, -0.6897166671112426] Predicted: -0.740678349641759 Movie Vector: [1.7362551721706672, -0.00209238168799028] User Vector: [1.0369934332741781, -0.1342192845417799] Predicted: 1.8007660500024598 Movie Vector: [0.37687283963778834, -0.8981843720928956] User Vector: [0.019826075491009967, -0.45344389347230973] Predicted: 0.41474812810695444 Movie Vector: [0.8285732860751874, -0.4931758516546213] User Vector: [0.09722884078308167, 0.2465937613894948] Predicted: -0.041052868177061386 Movie Vector: [1.18470751825177, -0.8895024000765269] User Vector: [0.7481239593564997, 0.24544369349582076] Predicted: 0.6679853247857468 Movie Vector: [-0.8153706175919002, 0.9663490314090152] User Vector: [-0.18481199139533783, -0.7214523729036139] Predicted: -0.5464845342007373 Movie Vector: [0.048746983240748276, 0.3049455333860085] User Vector: [-0.3247116612788289, -0.8155030623242747] Predicted: -0.26451273022883387 Movie Vector: [-2.002937895846603, 0.3672513689623514] User Vector: [-0.05454592201357824, 0.3704906338638285] Predicted: 0.24531528673910963 Movie Vector: [0.707982153164049, 0.9739101816906623] User Vector: [1.362914375464511, -1.05372296362678] Predicted: -0.06131246883778074 Movie Vector: [1.4240196282265045, 0.07385965801916788] User Vector: [-0.6210615346374112, 0.13203289680744582] Predicted: -0.8746519110546707 Movie Vector: [-0.49245279005814463, -0.4750840267456187] User Vector: [0.22214647883199945, 0.1788771094459585] Predicted: -0.1943783107506134 Movie Vector: [-0.15857818550137864, -1.8475929165415932] User Vector: [0.7694145528193578, -1.0047560320569582] Predicted: 1.7343677639964254 Movie Vector: [1.0620552079487038, -0.19163506770946384] User Vector: [-0.480913926528156, -0.13523795152269613] Predicted: -0.4848408062473474 Movie Vector: [1.0955264938379128, 0.6658565625610512] User Vector: [-0.16801110337471215, 0.052625014726179385] Predicted: -0.149019903595639 Movie Vector: [-0.6988455830575433, -0.3608863987862388] User Vector: [2.041508886799888, 0.13552369398173988] Predicted: -1.4756081261841023 Movie Vector: [1.2151336118757854, -0.030009898067328646] User Vector: [1.3192796407460254, -0.6082249936289233] Predicted: 1.621353804994712 Movie Vector: [0.3850578819374201, 1.3701903862302627] User Vector: [-0.2795157811680616, 0.4719210125091003] Predicted: 0.5389918797353636 Movie Vector: [0.9883420355260087, -0.02751540440232554] User Vector: [0.6231167529162303, -0.28582123004398696] Predicted: 0.6237169666790146 Movie Vector: [0.007960259318894873, -0.12664403263581442] User Vector: [0.9593515503947876, 0.19088559334432956] Predicted: -0.01653783419407972 Movie Vector: [0.7234848755946545, -0.6320781541151818] User Vector: [0.3301017170770458, -2.360313080462839] Predicted: 1.7307259347459383 Movie Vector: [-0.4997213119896265, 0.5656840024272478] User Vector: [0.49077647980228223, 0.41805271477095096] Predicted: -0.008765733463238723 Movie Vector: [0.9629441642479108, -0.8174559418558982] User Vector: [0.32690160064673657, 0.08173296460349462] Predicted: 0.24797489106545156 Movie Vector: [0.6360336100997965, -0.0733748592087496] User Vector: [-0.8677810303305676, -0.2726334774417702] Predicted: -0.5319334584743902 Movie Vector: [-0.6920909881591797, 0.5762386322021484] User Vector: [0.03923340051043896, 0.3812428086147611] Predicted: 0.19253375164496084 Movie Vector: [1.1785073737060483, -0.001349239221002843] User Vector: [-0.23421235053607264, 0.7758324971184046] Predicted: -0.2770677657538281 Movie Vector: [1.3157317514335618, 0.09688082623633532] User Vector: [0.1521889610511176, 0.6864100183515629] Predicted: 0.26673981798743857 Movie Vector: [0.15123339888835166, -1.2535559700827392] User Vector: [0.49574667059672356, -0.8026242971973974] Predicted: 1.081107933467187 Movie Vector: [-0.6981060718998984, 0.3134345251856072] User Vector: [1.348626393250884, 0.14992190943804562] Predicted: -0.8944935713532688 Movie Vector: [1.7574328176205292, 1.1931241326100392] User Vector: [0.48382006921168047, 0.2173496755542969] Predicted: 1.109606410574837 Movie Vector: [-0.1638082895474878, -1.0694339805098938] User Vector: [1.0425523063559856, 0.3422808139910419] Predicted: -0.536825443426569 Movie Vector: [1.3666802847576072, -0.3119735439933416] User Vector: [-0.5460154498173434, -1.0263508829999481] Predicted: -0.42603422808823055 Movie Vector: [-0.6084671632295591, -0.5994554338675967] User Vector: [0.21803992524975785, -0.9830945699862295] Predicted: 0.45665124719646827 Movie Vector: [0.7137629988230833, -0.33471697371906217] User Vector: [-0.19448983227558816, -0.5034037167641922] Predicted: 0.029678122708616028 Movie Vector: [-0.9447172249778112, -0.7137739910963287] User Vector: [-0.9854438932500864, -0.2808413606076693] Predicted: 1.1314230790284114 Movie Vector: [-0.6176631796878342, -0.3974894462006877] User Vector: [-0.726699283759476, 0.5971750804711736] Predicted: 0.21148459826241173 Movie Vector: [0.7534604186300423, 0.17819161322697225] User Vector: [0.151945479801952, -0.5749653721309831] Predicted: 0.012030897610855087 Movie Vector: [0.609062453414894, 0.13338774364969294] User Vector: [-0.6434935115253063, 1.3634957469360443] Predicted: -0.21005411572641672 Movie Vector: [0.23128544676274856, 0.21768158323778508] User Vector: [-0.25754446639363837, 1.60983201996369] Predicted: 0.29086449588145136 Movie Vector: [1.5801936872929172, -0.03747567659723508] User Vector:
avg loss: 14.487447227914236: 31%|██████████████ | 21935/70000 [00:35<01:13, 650.12it/s]
[0.7399911196156347, 0.16446410145952428] Predicted: 1.163165892391292 Movie Vector: [1.1161378258347703, -0.21003011015765344] User Vector: [0.7026399520658183, -0.921522044669787] Predicted: 0.9777904049980911 Movie Vector: [1.356348089268167, -0.0951137410734436] User Vector: [1.1739670414897487, -0.02793339628456909] Predicted: 1.594964803409936 Movie Vector: [0.36948939855053947, 0.4870663102815383] User Vector: [0.7603829779619703, -1.1099828239953689] Predicted: -0.2596817893640699 Movie Vector: [1.3122512579640098, -0.18729981289843214] User Vector: [-0.4781901938798542, -0.9731547856258281] Predicted: -0.4452339741959609 Movie Vector: [1.436701820020803, 0.16733676805836556] User Vector: [-0.16708941563521681, 0.46217287608000146] Predicted: -0.1627191521818615 Movie Vector: [1.100824037592985, 0.4383276288864786] User Vector: [-1.5144184494912505, 0.03620230032975859] Predicted: -1.651239763710487 Movie Vector: [-0.8751983803520508, -0.7726614824557625] User Vector: [0.3082338680363662, -0.09890298494733357] Predicted: -0.19334725510636874 Movie Vector: [0.7156986583632068, 0.447534083448738] User Vector: [-0.3994030177212964, -0.2789629070322801] Predicted: -0.4106976128442349 Movie Vector: [2.5325809641767725, -0.1470296253110871] User Vector: [1.3533303053877632, 0.24358533456578035] Predicted: 3.391604309196105 Movie Vector: [0.42013927639676313, 0.9469554777904103] User Vector: [0.47383145853921876, 0.6325918294935323] Predicted: 0.7981115042690479 Movie Vector: [1.6949378315632435, 0.9745642280123509] User Vector: [1.8941381852485817, -0.2697425500649728] Predicted: 2.9475650283202155 Movie Vector: [0.6566264058429468, -0.7602810525072223] User Vector: [-1.628853952547116, -0.24698733951252122] Predicted: -0.8817687220635523 Movie Vector: [1.8203621868123399, 1.2213943075098992] User Vector: [0.9495082110681748, 0.15006098713524563] Predicted: 1.9117324789626406 Movie Vector: [0.41868174081370596, 1.164637465109127] User Vector: [-0.7283617136451619, -0.3970370385344083] Predicted: -0.7673559603241584 Movie Vector: [-0.5064401454185432, -0.4430901028894694] User Vector: [0.7126446160583727, 1.316530047015498] Predicted: -0.9442532769775192 Movie Vector: [0.07783829927930913, -1.4805670631361674] User Vector: [0.3251852684658081, 0.3501479235874528] Predicted: -0.49310561464103797 Movie Vector: [-1.1750260126449292, -0.8181694186372007] User Vector: [-0.08344915169993905, 0.39995898150741394] Predicted: -0.2291792833980666 Movie Vector: [1.4144095901610452, 0.3587381824524934] User Vector: [0.10328558117644061, 0.26702958866046245] Predicted: 0.24188182583840595 Movie Vector: [-0.3403799396670377, 0.35320164309804775] User Vector: [0.6333955401270432, 0.17176106621278203] Predicted: -0.15492884492718656 Movie Vector: [0.6032730949071178, -0.15003019831108624] User Vector: [0.3345485483831589, 0.458132884043459] Predicted: 0.13309037073392188 Movie Vector: [0.19018108218055474, -0.056675864924687874] User Vector: [1.449346423150037, -0.611437225472189] Predicted: 0.310292004809978 Movie Vector: [0.261766409026067, 0.04299741286297777] User Vector: [0.2008492430097335, -0.5941306287452532] Predicted: 0.02702950515956161 Movie Vector: [1.0889352800179521, -0.42193003892195313] User Vector: [-0.1912917520564527, -0.3642538549002222] Predicted: -0.054614694415195786 Movie Vector: [-0.5207528822235455, -0.3196922201661774] User Vector: [0.9764819629907807, 0.8029526929883755] Predicted: -0.7652035257766193 Movie Vector: [0.8175682350073898, -0.5698365073032041] User Vector: [0.8145817818337927, -1.0385371708126823] Predicted: 1.2577725837634786 Movie Vector: [0.2688597600160232, 0.20345968194872385] User Vector: [-0.9280281288439108, -0.6841835773211082] Predicted: -0.3887131930453857 Movie Vector: [-1.1590138033010742, -0.6138846022670417] User Vector: [0.545883414391132, -0.49216872699553627] Predicted: -0.3305516090525112 Movie Vector: [0.602817535788571, 0.6051773015999323] User Vector: [1.5414076428970047, -0.5956692221554405] Predicted: 0.5687020644266818 Movie Vector: [-1.3653995025812578, -0.44915142093713567] User Vector: [-0.26657224244884237, -0.1739133262434081] Predicted: 0.4420910248437502 Movie Vector: [-0.23220818751215802, -0.7887210918073315] User Vector: [0.514748612083131, -0.7151707490330028] Predicted: 0.4445414117697543 Movie Vector: [-0.6457154114655961, 0.2840677634332724] User Vector: [-0.02401363308496271, 0.12519926135099613] Predicted: 0.05107104712371576 Movie Vector: [-1.0995118357876554, -0.9654128043414951] User Vector: [-0.09908506899834926, -0.5481434885024244] Predicted: 0.6381299485301772 Movie Vector: [0.005336187096953826, 0.053009232679826546] User Vector: [0.18493187993902707, 0.4071973889415484] Predicted: 0.02257205224856642 Movie Vector: [0.8199194518224755, -0.6002793712273693] User Vector: [0.6673368664951266, 0.24486173070299191] Predicted: 0.40017703201357535 Movie Vector: [-0.6060243539652359, -0.6449412574536382] User Vector: [1.1597203199410586, -1.009850415842668] Predicted: -0.05152456063898714 Movie Vector: [-1.6549032447833096, -0.1029525629676826] User Vector: [-0.3382992350622816, -0.7735726182692244] Predicted: 0.6394937855047188 Movie Vector: [-0.17001041020570623, -0.8278655545326873] User Vector: [0.5771762338285011, 1.1980072561911315] Predicted: -1.0899149097550223 Movie Vector: [0.5371612379602461, -0.10443790126332644] User Vector: [0.7442193217903562, -0.11003701867908142] Predicted: 0.4112578074989592 Movie Vector: [0.5348963530713164, -0.9388097931478109] User Vector: [0.9168922360226982, -0.41155420773474316] Predicted: 0.8768134338405114 Movie Vector: [-0.42028592926131636, -0.5528786582916982] User Vector: [0.06367008012727576, -0.5579353707889305] Predicted: 0.2817109204228305 Movie Vector: [0.3750133599958828, 0.13491634449873807] User Vector: [0.9801785369556765, -0.4880639934952042] Predicted: 0.301732236655768 Movie Vector: [1.7498703020183557, -0.09882698774552119] User Vector: [2.15604685019293, 0.45671566528751384] Predicted: 3.7276665194562706 Movie Vector: [0.02389788007046908, -0.2907217008717039] User Vector: [1.1720788030837805, 0.1669064005515495] Predicted: -0.020513113985485245 Movie Vector: [-0.7066399751400902, -1.2053481481696153] User Vector: [0.8413808771213722, 0.7200136108194324] Predicted: -1.4624204345505147 Movie Vector: [-1.1693218984163152, -0.7391889340571216] User Vector: [-0.39296393547515607, 0.4325417234073469] Predicted: 0.13977127957824875 Movie Vector: [1.5824166605725285, 0.5128087673335484] User Vector: [0.32093785537433744, -0.3630769055186844] Predicted: 0.32166838898645234 Movie Vector: [0.21500738889883508, -0.25589839716065443] User Vector: [-0.13184335025148305, 0.4770446008985939] Predicted: -0.15042224322534023 Movie Vector: [1.3305472969382985, -0.8416554443792061] User Vector: [-0.3087064045004819, -0.46099591530611994] Predicted: -0.022748750101685977 Movie Vector: [0.5192687977166508, -0.7439638878417882] User Vector: [1.5775546184211071, 0.7402766834986708] Predicted: 0.268435770505582 Movie Vector: [-0.10297760552595202, -0.33561490888394657] User Vector: [1.0200564843759032, -0.1271598887922184] Predicted: -0.06236621977155805 Movie Vector: [-0.0033264109651620563, 0.3951279997572496] User Vector: [1.1068982784816261, -0.7256167799434776] Predicted: -0.2903935054202229 Movie Vector: [0.7388136725318044, -0.818329346699086] User Vector: [-0.38906762071021367, 0.9135147025066733] Predicted: -1.0350043674224199 Movie Vector: [-0.41314354400600595, 0.8633763457113236] User Vector: [-0.5513294318866656, 0.07128992328989023] Predicted: 0.2893282288605409 Movie Vector: [0.0951052412000114, 0.298827371326319] User Vector: [0.23270851052228045, -0.1673031514294427] Predicted: -0.02786296193375257 Movie Vector: [0.7443163336823133, 0.6178518754202209] User Vector: [0.35169204071319415, 1.7549872683395251] Predicted: 1.3460923054110816 Movie Vector: [-0.7398073151691095, -0.08952990268042098] User Vector: [-0.12554991358157352, 0.16902671424416935] Predicted: 0.07774979920982582 Movie Vector: [0.3947991054498739, -1.8343435947160391] User Vector: [-0.06784581809354462, -0.6133554927162929] Predicted: 1.0983192510561857 Movie Vector: [-1.59569737887042, 0.24261431939222067] User Vector: [0.8177536545697982, -0.2912399139288258] Predicted: -1.375546336656425 Movie Vector: [1.2060965281259712, -0.9803916421307772] User Vector: [0.8645096183248586, -0.26387677753024935] Predicted: 1.3013846364361794 Movie Vector: [1.7776894313091949, -0.7990816443990288] User Vector: [0.7531817736053121, -0.38196436150154855] Predicted: 1.6441439888833604 Movie Vector: [1.6355398742092728, 0.45271049068762237] User Vector: [0.02564796684782349, 0.008944424083578137] Predicted: 0.04599750708780768 Movie Vector: [-0.18491555992479292, 1.4698227610851575] User Vector: [0.24764880289177393, -0.5864433933755945] Predicted: -0.9077619647229026 Movie Vector: [0.00761486031301048, -0.8198261597362195] User Vector: [0.6540512061080724, -0.8598345154550993] Predicted: 0.7098953373862761 Movie Vector: [-0.28833865416383503, -1.572927685313525] User Vector: [1.4226668159225337, 0.2395599859950904] Predicted: -0.7870203692916498 Movie Vector: [0.34640246886099024, 0.49027040565107577] User Vector: [-0.5569510666353502, -1.0408251607956103] Predicted: -0.7032149983123572 Movie Vector: [0.02475846804485871, -0.8197023017579075] User Vector: [0.7052968443693317, -0.129052604959785] Predicted: 0.1232467867168475 Movie Vector: [0.11075905730361935, 0.32034034154795815] User Vector: [0.1681582872185889, -0.8488676516167286] Predicted: -0.25330150007779384 Movie Vector: [0.2093816889108892, -0.8291957312268231] User Vector: [0.15609029908024813, -0.37493166330460304] Predicted: 0.34357418515797755 Movie Vector: [0.05503048810370045, 0.9974281363462637] User Vector: [1.9669953706902574, -0.003912010173162839] Predicted: 0.10434276633041864 Movie Vector: [0.8903773650844098, -0.6414695399892679] User Vector: [-0.09024229832238166, -0.5394450113331237] Predicted: 0.26568784346992086 Movie Vector: [1.11105412283645, -0.0838029613845251] User Vector: [-0.03806884223964632, -0.2767332561358763] Predicted: -0.01910547774420071 Movie Vector: [-0.8958138795810691, 0.7124789966233165] User Vector: [-0.805837995761189, 0.41098859025526624] Predicted: 1.0147015997053672 Movie Vector: [0.9570671047805015, 0.781332762201146] User Vector: [0.2525671003522454, -0.7009987708026164] Predicted: -0.3059896423938865 Movie Vector: [1.4093318381626512, -0.9107584613071716] User Vector: [0.7806614917318412, 1.5264917579633264] Predicted: -0.29005418955552553 Movie Vector: [0.5114580206651319, -0.019010810624973715] User Vector: [1.3207599616980419, -0.038227231557813456] Predicted: 0.6762400064436985 Movie Vector: [0.7754196602989435, -0.7305988708591583] User Vector: [-0.37277041781248776, 0.14491101773666742] Predicted: -0.3949253366831152 Movie Vector: [1.9095894089282779, 1.2354958443623194] User Vector: [0.37261665739624195, -0.12962451297277733] Predicted: 0.5513942754487644 Movie Vector: [0.6012054483854993, -0.30731501375794523] User Vector: [1.167733580847144, -0.15553466883773853] Predicted: 0.7498459299617191 Movie Vector: [-0.19025025272913232, -0.6842905288626092] User Vector: [-0.2649305279791279, -0.35915545496324974] Predicted: 0.2961697761243848 Movie Vector: [0.14354983242412903, -0.31374318635351656] User Vector: [-0.5804175747609881, 0.1596580783288413] Predicted: -0.13341047981492923 Movie Vector: [-1.0150312780607178, 0.2693173906318531] User Vector: [0.6975632692399624, 0.392006465478866] Predicted: -0.6024743783112678 Movie Vector: [1.4463409862876249, 0.6618541663611414] User Vector: [-1.778414117362738, -0.7627445366065824] Predicted: -3.077018877956523 Movie Vector: [-0.5497642442405556, 0.2967012300876059] User Vector: [0.9991712925242654, 1.0371866046486835] Predicted: -0.24157410907181004 Movie Vector: [0.8581015485661713, 1.2288089136336426] User Vector: [0.4231169836114766, 0.4946431936821657] Predicted: 0.970899304326513 Movie Vector: [0.32952822920152924, -0.5877269283658977] User Vector: [0.08695291421965845, 0.43131511474046996] Predicted: -0.2248420676974846 Movie Vector: [0.23831742836052713, -0.12449740970746367] User Vector: [0.4757310894964575, 0.33367073108155454] Predicted: 0.07183386812509829 Movie Vector: [0.3276796975145352, 0.020416533807710788] User Vector: [1.0776433151724443, -0.16903739901528694] Predicted: 0.3496706777725044 Movie Vector: [0.7056212761642258, 0.2603620480925499] User Vector: [0.02452351566262608, -0.002474578340457693] Predicted: 0.016660028133008566 Movie Vector: [-0.33172966598221393, 1.1179445795217648] User Vector: [-0.04160925521400438, -0.42225137126100004] Predicted: -0.458250607362957 Movie Vector: [-0.2238351856444032, 0.6157759057703517] User Vector: [1.1065554329284326, -0.6848918427430617] Predicted: -0.6694259355751928 Movie Vector: [0.5237146677850516, 0.5066383266019638] User Vector: [1.1019783887622536, -0.1675211688172368] Predicted: 0.49224960113696015 Movie Vector: [1.2377277490383958, 0.20881951734775453] User Vector: [0.14960212685476004, 0.31957770943292074] Predicted: 0.25190076676218215 Movie Vector: [0.6306995200347687, 0.09951802286678038] User Vector: [0.7765583436539543, -0.26847235312866913] Predicted: 0.4630571368437867 Movie Vector: [1.022748033285891, 0.91645620000896] User Vector: [0.5763724880441069, -0.20687280172968012] Predicted: 0.3998939668288164 Movie Vector: [0.8345960888788334, -0.6692204750216477] User Vector: [-0.2085325134915013, 1.6559611632134905] Predicted: -1.282243536427212 Movie Vector: [-0.5858046589321239, -0.18589559941113032] User Vector: [-0.6342696405926489, 0.2599696903670448] Predicted: 0.3232308890588697 Movie Vector: [0.11196248399270912, -0.09656918664847074] User Vector: [-0.9404718317712251, -0.6692860120055625] Predicted: -0.04066515659570383 Movie Vector: [1.1800776622152334, -0.2938880925908194] User Vector: [-0.08153001825129819, -0.45493416806007314] Predicted: 0.037487981567208895 Movie Vector: [1.2494961203844457, 0.23395892704463594] User Vector: [-0.02068752902655463, -0.8278418047423671] Predicted: -0.21952996765923985 Movie Vector: [0.030537008535410318, 1.1171749452628312] User Vector: [0.8756923761487613, -0.012997078448467356] Predicted: 0.012221015160605224 Movie Vector: [0.3067542880199675, -0.09529018248983238] User Vector: [0.7065695338991932, -0.15648660275789064] Predicted: 0.23165487124186063 Movie Vector: [0.9886499080640354, 1.3324735155512915] User Vector: [-0.6487329901781745, -1.0168881501158462] Predicted: -1.99634633940507 Movie Vector: [0.2919020671811677, 1.1058183220885485] User Vector: [1.463807195429284, -0.615746680266579] Predicted: -0.25361561450350684 Movie Vector: [0.3863092249716539, -0.47023779286437284] User Vector: [0.9189767232142027, 1.0804666607998619] Predicted: -0.1530670721261973 Movie Vector: [0.2043850856981965, 0.04290771908563511] User Vector: [-0.31493845921724983, -0.5672309876496768] Predicted: -0.08870731185151526 Movie Vector: [-0.284135274720682, 0.09060829207440228] User Vector: [0.8522338028134872, 0.02854038052730838] Predicted: -0.23956369055392876 Movie Vector: [1.0362222913940056, 0.2671945357922147] User Vector: [0.9892333230052954, 0.3788883516463547] Predicted: 1.1263025179230788 Movie Vector: [0.8768700144424693, -0.505588401476995] User Vector: [1.0164810466717773, 0.1720727549360863] Predicted: 0.8043237609696992 Movie Vector: [0.481026693129767, 0.324247724376731] User Vector: [0.18621614193699434, 1.5047199299350473] Predicted: 0.5774769480690889 Movie Vector: [0.6331525569724089, -0.5702414118291295] User Vector: [1.3972583285342035, -0.04107066328882978] Predicted: 0.9080978764810063 Movie Vector: [-0.3926419986501547, -0.32616069213041515] User Vector: [0.502000193266222, -0.8544590158112717] Predicted: 0.08158458478726438 Movie Vector: [-0.5560203498697992, 0.5031307809898671] User Vector: [0.4011644386839939, -0.10970994750989324] Predicted: -0.2782540431254058 Movie Vector: [0.9739516722455576, 0.4697666462810873] User Vector: [1.2082132638791858, -0.06475020847036804] Predicted: 1.1463238405052703 Movie Vector: [1.1228894236650577, 0.18288619057654965] User Vector: [1.5399098455251488, 1.0263192913527528] Predicted: 1.9168481044486114 Movie Vector: [1.2295761621061598, -0.24079895736564255] User Vector: [0.8316113273782887, -0.20744147877154331] Predicted: 1.07248115608438 Movie Vector: [1.2016496027845218, 0.4426169987422886] User Vector: [-0.04036216089639262, -0.2684332926629115] Predicted: -0.16731431296964344 Movie Vector: [-1.2912893015357199, 1.0997483084510706] User Vector: [0.4894861813709436, -0.056287220264603546] Predicted: -0.693970044527283 Movie Vector: [2.3355929144211167, 0.35110063665773317] User Vector: [0.11524557517990361, -0.3821269380128994] Predicted: 0.13500173758816988 Movie Vector: [1.0116066013067662, -0.7498050474235294] User Vector: [1.0345214771708784, -0.03806641240919857] Predicted: 1.0750711436614104 Movie Vector: [-1.4080792924083896, -0.4769959712324671] User Vector: [1.52063045397323, -0.0694116606617792] Predicted: -2.1080591711530503 Movie Vector: [0.5622346598675709, 1.0144632312362254] User Vector: [-1.352157105674408, 0.3937265878431798] Predicted: -0.3608084438693642 Movie Vector: [-0.26742010570841795, -0.11137886381699874] User Vector: [0.4317551205968366, -0.23255161071650984] Predicted: -0.08955866580973892 Movie Vector: [0.7807283431714469, 0.07500912697188056] User Vector: [0.0704111546334163, 0.1019132665285807] Predicted: 0.06261640924689707 Movie Vector: [0.01968109652017459, -0.048232865666930906] User Vector: [-1.4848341538392673, 0.09938439469475387] Predicted: -0.034016758456863694
avg loss: 14.489220782378853: 32%|██████████████▏ | 22080/70000 [00:35<01:11, 670.59it/s]
Movie Vector: [-1.011713319163979, -0.9080213911960838] User Vector: [0.3087210824270598, -0.20575051038481235] Predicted: -0.12551136631925547 Movie Vector: [0.2527995196239849, -0.41395997984828126] User Vector: [0.09791977670524353, 0.3916979987121054] Predicted: -0.13739322314070185 Movie Vector: [0.06276865639133511, -0.4329142182609884] User Vector: [1.0334320913721315, 0.6898546503768057] Predicted: -0.23378074283446615 Movie Vector: [1.0228766048483444, -0.33358573615250564] User Vector: [-0.28809003229193764, -0.752255179472519] Predicted: -0.04373895630255159 Movie Vector: [1.73252380871333, -0.4379730357069377] User Vector: [0.12889321811323884, -0.5073382475135166] Predicted: 0.44551104155659915 Movie Vector: [0.9280227078951716, -0.5606137215299202] User Vector: [-0.3374708177425107, -0.5973780709861793] Predicted: 0.02171776141892412 Movie Vector: [-0.830904980412937, -0.7868739033534152] User Vector: [0.1843732545458769, -0.8019702845005254] Predicted: 0.47785283268126605 Movie Vector: [0.2976749742635589, -0.06322344275088726] User Vector: [0.7658567446955313, 1.7045164745892267] Predicted: 0.12021098701767913 Movie Vector: [-0.2660607137052944, -1.4176221644766862] User Vector: [-0.2159457524266054, -0.6507515700470098] Predicted: 0.9799745302788934 Movie Vector: [0.0513269192881743, 0.3415252603412753] User Vector: [0.15733874498139458, 0.22702478702861129] Predicted: 0.08561041255843171 Movie Vector: [-0.29497458597671716, -0.4936335057524369] User Vector: [-1.4803757802024358, 0.08845816726134606] Predicted: 0.3930073176375194 Movie Vector: [1.7531405371404083, -0.5191228046611646] User Vector: [-0.22828877393452288, -0.5336693542901352] Predicted: -0.12318237179788699 Movie Vector: [-0.09421451616470997, -0.18375778666699732] User Vector: [1.1336020303664707, -0.20052004341280794] Predicted: -0.06995464745440208 Movie Vector: [-0.28768086370280443, -0.3335916062128565] User Vector: [1.1305819181128793, -0.48502937116940154] Predicted: -0.16344505570067402 Movie Vector: [-0.3446865662910563, -0.01878935931802473] User Vector: [0.7124053339569906, 0.37253660104710007] Predicted: -0.2525562724252579 Movie Vector: [0.1655595198620436, 1.2296736984388568] User Vector: [-1.8600835324536997, -1.3151382648026992] Predicted: -1.9251454705747242 Movie Vector: [1.6632954994612474, -0.9914843585157594] User Vector: [0.1347914781418894, -0.10425224151100981] Predicted: 0.32756252575750733 Movie Vector: [-0.30699220126466087, 0.22150891347881477] User Vector: [0.4839201702759002, 0.6188135309198425] Predicted: -0.011487005429324848 Movie Vector: [-0.16012505970887325, -0.14147384073191135] User Vector: [0.4775963153284944, -0.841362682114315] Predicted: 0.04255567157850133 Movie Vector: [-0.4995242047861378, -0.1725742140905241] User Vector: [0.6038097908932132, 1.3543537003979] Predicted: -0.5353441310847772 Movie Vector: [-0.44452865832324273, -0.3488900259244988] User Vector: [1.048215373700487, 0.5878946359292938] Predicted: -0.6710723484751191 Movie Vector: [0.6698682846949513, 0.6497173603704094] User Vector: [1.2946605216204978, 1.0248985431344673] Predicted: 1.533146398972998 Movie Vector: [-3.3145570068514965, -0.8948459315080309] User Vector: [-0.09200460415962756, 0.6409627802576499] Predicted: -0.2686084307817421 Movie Vector: [-0.5029188571908805, -0.47094435781409405] User Vector: [-1.382889250869291, -0.5817500247521948] Predicted: 0.9694529734839923 Movie Vector: [0.42806130961093053, 0.49426215579176946] User Vector: [0.33294491999893316, 0.07703378471229953] Predicted: 0.18059572298375004 Movie Vector: [-0.5993297023255005, 0.4906339152312972] User Vector: [0.15301717592594488, 0.4223574733768069] Predicted: 0.11551516229167585 Movie Vector: [1.176120868377848, -1.4766473895026015] User Vector: [-0.29475150879973533, 0.30910628582857896] Predicted: -0.8031043905328417 Movie Vector: [-0.4377876999156918, -0.18269893077714383] User Vector: [0.247902721221588, 0.15691102534648904] Predicted: -0.13719623868438882 Movie Vector: [0.5751203768661488, -0.4699007434159762] User Vector: [-1.5415283393609296, -0.013879300433322597] Predicted: -0.8800424658913945 Movie Vector: [1.142059888468142, 0.8736325429588523] User Vector: [1.3242897623615877, -0.1546917498443633] Predicted: 1.3772744715108916 Movie Vector: [1.6783845784823619, 0.36971858672454194] User Vector: [0.21513153326259443, -0.3279761067462285] Predicted: 0.23981458510757064 Movie Vector: [0.8582683112456814, 0.5749199832743023] User Vector: [-0.14639597815210934, 0.12284243069331685] Predicted: -0.05502246074219419 Movie Vector: [-0.11657671387575402, 0.1722994983722288] User Vector: [0.8201790543290612, -0.26158944495364594] Predicted: -0.14068550908838845 Movie Vector: [0.06170893941001099, -0.2912308430414949] User Vector: [0.287160438923593, -0.5429873529775512] Predicted: 0.17585503069501016 Movie Vector: [0.3859400947582467, -1.9144328768623609] User Vector: [-1.822135667497288, -1.8764259106227525] Predicted: 2.889056242116307 Movie Vector: [0.3061627204396126, -0.2704395589586266] User Vector: [0.8036293439085479, -0.5811422200562231] Predicted: 0.40320519184038417 Movie Vector: [-0.848695410952252, -0.8246951899887109] User Vector: [0.12327910426587807, -0.3944535028464027] Predicted: 0.2206774964148717 Movie Vector: [-0.6972158922748154, -0.5188850029013918] User Vector: [-0.15442909031615212, 1.1107374897707778] Predicted: -0.4686746096044307 Movie Vector: [-0.5549830872424584, 0.19115067317981338] User Vector: [0.24696731866206362, 0.3360043851501523] Predicted: -0.07283522054624317 Movie Vector: [0.5668655936351867, 1.9316215774779206] User Vector: [1.074513680949211, 0.8029811367433655] Predicted: 2.1601605256616376 Movie Vector: [0.31570937851063086, -1.0476151147312665] User Vector: [1.248563444693997, 1.0991650869139615] Predicted: -0.7573187694805381 Movie Vector: [0.39692273701372577, 0.1576657089677364] User Vector: [-0.5307718923406037, -1.0289811176323291] Predicted: -0.372910469663702 Movie Vector: [2.191682969042589, 0.36455258202584867] User Vector: [0.41858503374190936, -0.45586060556170627] Predicted: 0.7512205287468732 Movie Vector: [0.020721826012979866, -0.03420614846799394] User Vector: [-0.07916415332505762, -0.3399024906611504] Predicted: 0.009986329248529529 Movie Vector: [1.3978832123405966, 0.27470986221143945] User Vector: [-0.303329655690287, -0.5183292896683596] Predicted: -0.5664096012394539 Movie Vector: [-0.7334907095137473, -1.4321740221973038] User Vector: [-0.09450116586944984, 0.8438909682261934] Predicted: -1.1392829950570253 Movie Vector: [-0.5351734161376953, -1.1223316192626953] User Vector: [0.5645942423570347, 1.254371377319655] Predicted: -1.709976488477834 Movie Vector: [-2.0121540191265823, 0.42984976733421987] User Vector: [0.2386545633085374, 1.540067321342792] Predicted: 0.18178784101406142 Movie Vector: [0.24988014600002106, -0.2231048005537804] User Vector: [-0.19401785787508025, -0.7829344768633972] Predicted: 0.12619522965485025 Movie Vector: [0.1134023821687094, -0.22048262338380456] User Vector: [0.6306195021884423, 1.143671673027168] Predicted: -0.18064597696855977 Movie Vector: [0.30945095153243496, 1.1227953726730444] User Vector: [0.8376240260282559, -0.38615994686003763] Predicted: -0.17437504956524613 Movie Vector: [1.0774002814532968, -0.671439925316976] User Vector: [0.3333135467353123, -0.82875369362986] Predicted: 0.9155704272218232 Movie Vector: [-0.30822543595550234, -0.2656708754305255] User Vector: [0.8832283778297737, -0.24405180485885117] Predicted: -0.20739599515760238 Movie Vector: [0.6238578761059402, -0.11725648754794679] User Vector: [-0.6579568099586041, -0.7998444510180589] Predicted: -0.3166845871191211 Movie Vector: [-1.1529869458342588, 0.4884030327728571] User Vector: [0.3136227989345687, 0.18014542343154766] Predicted: -0.2736194219434418 Movie Vector: [0.7595119917895791, -0.6411520461812307] User Vector: [1.1221486603861885, -0.10301587416782301] Predicted: 0.9183342026457699 Movie Vector: [0.827994311493954, -0.5444179630722634] User Vector: [-1.214502910201398, -0.4217268876894516] Predicted: -0.7760058077709135 Movie Vector: [-0.37467176551758985, 0.32694423134717093] User Vector: [-0.8064428009430513, 0.939582749440669] Predicted: 0.6093425078212243 Movie Vector: [0.2352069668433408, -0.9264422446324776] User Vector: [-0.05546522677070978, 0.07767864744763689] Predicted: -0.08501058825542031 Movie Vector: [1.0921934566425446, -1.2934396591472201] User Vector: [0.7297747216054129, 0.4085404975865811] Predicted: 0.2686326938143434 Movie Vector: [0.6004937689681519, 0.10536169156529378] User Vector: [-0.45266505068553353, -0.9979555063069907] Predicted: -0.37696882261771925 Movie Vector: [-0.31581384117390165, -0.09092964080996352] User Vector: [-1.2778151867778573, -0.40533400358436633] Predicted: 0.4404085978006526 Movie Vector: [0.7359741576693837, 0.7848649634752897] User Vector: [0.7793609140780919, -0.10407687240350441] Predicted: 0.4919032016014658 Movie Vector: [-0.34912093058208543, 0.16478240722044696] User Vector: [-0.06702674858921769, 0.17600873723743665] Predicted: 0.05240358425517509 Movie Vector: [0.6339293117945145, -0.1679423178367963] User Vector: [1.1491082764645715, 1.103243146234994] Predicted: 0.5431722077603021 Movie Vector: [0.6762782905416349, -0.5971001961006216] User Vector: [-0.048202593541702324, 0.45404248160552235] Predicted: -0.30370722236472597 Movie Vector: [0.558054963587064, -0.2683115198469605] User Vector: [-0.385345468438987, -0.23058822375886473] Predicted: -0.15317447458260697 Movie Vector: [0.7090030311453627, -0.024728427056206013] User Vector: [-0.18954417778741725, 0.16128226494098197] Predicted: -0.13837565331128712 Movie Vector: [-0.6459371249953015, -0.471728678950714] User Vector: [0.370507856357935, -0.25806072748526304] Predicted: -0.11759013345833333 Movie Vector: [0.7993626709736337, 0.5566380613200823] User Vector: [0.6237758787483566, -0.4789175088333886] Predicted: 0.2320394388759509 Movie Vector: [0.24162846372568741, -0.43321814729011665] User Vector: [0.7742574237404722, -0.40695601968414225] Predicted: 0.36338336470274324 Movie Vector: [0.1338825261140672, -0.9858212626085756] User Vector: [-0.7764107887075816, 0.5651838606260603] Predicted: -0.6611181047827583 Movie Vector: [0.12904434720450667, -0.40055868110849646] User Vector: [0.14188443855597918, 0.06230864218365402] Predicted: -0.006648882782811411 Movie Vector: [0.12895409119775017, -1.4255273976334468] User Vector: [-0.016294674714258398, -0.8528760700244096] Predicted: 1.2136969396365977 Movie Vector: [-0.7106039936277215, 0.21249405768537402] User Vector: [0.18247774518483767, -0.6639169893957768] Predicted: -0.27074782951949344 Movie Vector: [0.07904175081570759, 0.3815151161508924] User Vector: [-0.05464116016106237, -0.8193544188577093] Predicted: -0.3169150292449778 Movie Vector: [0.672377580147528, -0.6448848180562692] User Vector: [0.8603445258798987, 0.8566206510235778] Predicted: 0.02605471772571577 Movie Vector: [-0.02246423189636057, 0.1447747602609562] User Vector: [-0.7351624877942857, 0.5050299830352817] Predicted: 0.08963045532584388 Movie Vector: [0.4535935153999555, 1.1616689129253448] User Vector: [-0.660134094767259, -0.6461193870048648] Predicted: -1.05000935060278 Movie Vector: [1.0191551364672096, 0.6920292574344907] User Vector: [0.42360090179742715, -0.28205397346510097] Predicted: 0.23652543306548857 Movie Vector: [0.4664411787335764, -0.3086199174648679] User Vector: [-0.32463136671740517, -0.13228730306115885] Predicted: -0.11059494079317354 Movie Vector: [-0.47716798498060864, 1.5329086238485805] User Vector: [1.9007597331282786, 0.06284031952507456] Predicted: -0.810653224063713 Movie Vector: [0.5544934982540837, -0.25825136264080933] User Vector: [-0.9232076106803037, 0.36382698767161287] Predicted: -0.6058714329926106 Movie Vector: [0.7230013951428804, -0.000562667795899488] User Vector: [1.0128234662371391, 0.15799364352169495] Predicted: 0.7321838811877331 Movie Vector: [-0.7328591066780555, -0.8737599048397611] User Vector: [0.4103629747072616, -0.6490979055731378] Predicted: 0.2664174811475599 Movie Vector: [0.17670891618648887, 0.5588228536772903] User Vector: [-0.5760172193353452, -1.291714744976076] Predicted: -0.823627098458068 Movie Vector: [0.5013267734715473, 0.4882825666402693] User Vector: [0.15753397590262266, 0.5687513870871421] Predicted: 0.35668738691852936 Movie Vector: [-0.3244108622638863, -1.0241547147316878] User Vector: [0.9920683857117, -0.5434977237709627] Predicted: 0.23478799581249765 Movie Vector: [-0.016722212840483405, -0.1881475461910701] User Vector: [-0.4071717971420469, -1.226144252148267] Predicted: 0.23750484577243264 Movie Vector: [0.5126058696425135, -0.23651738309380366] User Vector: [-0.9398886177507315, -0.6693360448220109] Predicted: -0.32348281253755484 Movie Vector: [-1.0594565623069268, 0.41003702456896407] User Vector: [0.29391538194763633, 1.251390387894683] Predicted: 0.20172581105916748 Movie Vector: [-0.6018782033709843, -0.47529482993536715] User Vector: [1.364476591381023, 1.3990825568071288] Predicted: -1.4862254252653577 Movie Vector: [0.4063919163192661, -0.33308999580611465] User Vector: [0.6386748181348658, -0.5376167636638756] Predicted: 0.4386270488007841 Movie Vector: [-0.4040142935837042, 0.4479965060633432] User Vector: [-0.6017247762841174, 0.1766047682584055] Predicted: 0.3222237295561322 Movie Vector: [0.6944216761125442, -0.2621581406900664] User Vector: [-0.08636349469884988, -0.8322154454331975] Predicted: 0.1581993710846103 Movie Vector: [-0.3794393370517915, 0.12756526146401484] User Vector: [-0.4627524303913705, 0.6454083344649486] Predicted: 0.25791815834388243 Movie Vector: [-0.09656415657692648, -0.253446588888313] User Vector: [0.5932340336285816, -2.106736458686461] Predicted: 0.47666002503065585 Movie Vector: [-0.3423983483807896, -0.8744990454726711] User Vector: [0.4717327307485925, 0.4541082404719305] Predicted: -0.5586377307194552 Movie Vector: [0.28412006149402086, 0.14922548751602546] User Vector: [0.22175399076096708, -0.3666958589733009] Predicted: 0.00828438916615195 Movie Vector: [0.6211434305573567, -0.7979442547370348] User Vector: [0.7187384629928156, 0.17143062774212492] Predicted: 0.3096475900840873 Movie Vector: [-0.14550549056129922, 0.16261572964849372] User Vector: [-0.9091314724105221, 0.9631365680067815] Predicted: 0.28890477663537817 Movie Vector: [1.1012187122826373, -0.7531024285301982] User Vector: [-0.1387003082503622, 0.23752201651304705] Predicted: -0.33161778231003425 Movie Vector: [2.2857645501888806, -0.5761562967814813] User Vector: [0.3122409698080765, -0.007025480952404997] Predicted: 0.7177571149925442 Movie Vector: [0.01751888401124488, -0.5631722749618968] User Vector: [0.9154698931244543, -1.108855129002151] Predicted: 0.6405144764767431 Movie Vector: [0.17181754843177816, 0.23240683114303912] User Vector: [0.5828672504713667, -0.27819427405072966] Predicted: 0.03549257236289313 Movie Vector: [0.8423548546913737, -0.6492756042000327] User Vector: [0.7650565108839191, 0.6898070554940525] Predicted: 0.1965741733189666 Movie Vector: [0.2887392482957639, 0.6303573341604572] User Vector: [-1.3893503886071707, -0.13821593510511704] Predicted: -0.4882854152172183 Movie Vector: [0.8501075768388524, -0.19808589481623923] User Vector: [0.04682391836599964, -0.449517647012758] Predicted: 0.1288484731244327 Movie Vector: [0.8419255394780515, -0.03910130830661013] User Vector: [0.045911274330331264, -0.6230791052917247] Predicted: 0.06301708260410749 Movie Vector: [0.4705609933828792, -0.25859177425307434] User Vector: [-0.03192168500783937, 0.09316285807463826] Predicted: -0.039112248571752314 Movie Vector: [-0.10339436580609612, -0.544982946100401] User Vector: [-0.5542304655703901, 0.9518149563672166] Predicted: -0.4614186115653624 Movie Vector: [0.27794837951660156, -0.47120094299316406] User Vector: [0.5282264761493968, 1.0130519533654059] Predicted: -0.3305313426633565 Movie Vector: [0.35149409047798963, -0.3712507428749081] User Vector: [1.190241581008468, -1.034413191062827] Predicted: 0.8023895475873346 Movie Vector: [-0.9372118655755499, -0.006605478399821452] User Vector: [-0.13033915412897715, -0.05313292139814854] Predicted: 0.1225063701633727 Movie Vector: [1.2475709082833513, -1.2064566772381915] User Vector: [1.5065453659951764, -0.4538408310867673] Predicted: 2.4270614716926366 Movie Vector: [1.1655397967419618, -0.37500878747483873] User Vector: [0.15872349950265968, 0.2234233782660853] Predicted: 0.10121282517140597 Movie Vector: [0.5852986068101591, 0.6119672040369306] User Vector: [-1.642570475113352, -0.20437198892525857] Predicted: -1.086463165317403 Movie Vector: [0.6391863774867119, -0.7628441443771308] User Vector: [1.6124832797502873, 0.3178273563947213] Predicted: 0.7882246085929019 Movie Vector: [0.5546375863201929, 0.7110287248337301] User Vector: [0.4359012518310311, -1.238226098849124] Predicted: -0.6386471059310234 Movie Vector: [1.7079587298110142, -0.009079710269164591] User Vector: [0.3934245639623556, 1.2135987050557329] Predicted: 0.6609337939166576 Movie Vector: [-0.07340842182262192, -0.7684485220954581] User Vector: [0.21892414371236257, -0.40325950781510456] Predicted: 0.2938132969126655 Movie Vector: [1.7005101111368768, -0.6421566489332238] User Vector: [0.5174341465022306, 0.5392121927428114] Predicted: 0.5336433032188639 Movie Vector: [-0.8126158688636882, -0.1228415662297756] User Vector: [1.9744097184427933, -0.22358760365809885] Predicted: -1.5769708174223773 Movie Vector: [0.2957586504499502, -0.7818334818836564] User Vector: [-0.6632763626295078, 0.8059352098805637] Predicted: -0.8262768532002116 Movie Vector: [0.513841712940052, 1.1007314634285408] User Vector: [0.7880862109690644, -0.01716199546375416] Predicted: 0.38606082020660715 Movie Vector: [-0.3400773679120529, 1.033231970064476] User Vector: [0.6469263842320845, 0.11637079707369193] Predicted: -0.0997669940640846 Movie Vector: [1.5117312537319034, -0.16399604223285616] User Vector: [1.4923045290507009, -0.8757320532275039] Predicted: 2.3995799874373773 Movie Vector:
avg loss: 14.478639091688482: 32%|██████████████▎ | 22213/70000 [00:36<01:16, 624.38it/s]
[0.33393204007910093, 0.06685562255109355] User Vector: [0.12244550907232685, -0.5054568191294219] Predicted: 0.0070958483274531775 Movie Vector: [1.767073909788654, 0.17327317880175006] User Vector: [0.9096787137485705, -0.12472055056433545] Predicted: 1.5858587950970136 Movie Vector: [0.3460595340472139, -0.505726207512379] User Vector: [-0.39681285808195377, -1.0604095153193107] Predicted: 0.3989560098206908 Movie Vector: [1.4837338194940566, 0.6713309243202671] User Vector: [0.4457434774891659, -0.9549660682863793] Predicted: 0.020266419052376805 Movie Vector: [0.7472496262517191, 0.47265686390203826] User Vector: [0.9911732886991792, 0.9925848515872172] Predicted: 1.209805912639033 Movie Vector: [-0.11938124162747091, 0.8800686707300466] User Vector: [-0.24773605147580136, 0.23575479679876216] Predicted: 0.23705544805798706 Movie Vector: [1.1105334605847774, 0.2772053081712599] User Vector: [-1.3959452885960755, 0.6090828258102193] Predicted: -1.381402959701072 Movie Vector: [1.3686285927952446, -0.3648349378308412] User Vector: [0.5786915889947722, 0.423546587872753] Predicted: 0.6374892620533384 Movie Vector: [0.2670857751439918, -0.7680745867653682] User Vector: [0.6140489137151054, 1.3219343153942382] Predicted: -0.8513404229314644 Movie Vector: [0.19711288259462978, -0.7807039796775195] User Vector: [1.3736522055484002, 0.5962997630707251] Predicted: -0.194769052191961 Movie Vector: [-0.5599180186715593, -1.3917012327531424] User Vector: [0.770252607555222, -1.266264296969383] Predicted: 1.3309832691846595 Movie Vector: [0.8597946662310814, -0.28475400061948725] User Vector: [0.8218998395695316, -0.34467445189221235] Predicted: 0.8048125273257012 Movie Vector: [-0.0007856013269278753, 0.14281786638202074] User Vector: [1.2556640459221136, -0.20048162026145505] Predicted: -0.029618808595203546 Movie Vector: [0.5537998648784968, -2.0975522591868416] User Vector: [-0.2502709540389794, -1.7926799786938616] Predicted: 3.6216399187785293 Movie Vector: [0.8889576421065548, 0.4847961131663355] User Vector: [-0.043274023056211953, -1.5019895963592818] Predicted: -0.7666274918317678 Movie Vector: [0.7523500979737896, 1.2486740087294959] User Vector: [0.8538477053880591, -0.5954573554970258] Predicted: -0.1011397183125341 Movie Vector: [1.6176381178199675, -0.6661216921142274] User Vector: [0.8410392030106236, -0.1231462818680594] Predicted: 1.442527483026438 Movie Vector: [2.6328595574442066, 1.2573035577087943] User Vector: [1.1113650898293248, 0.07929999125204637] Predicted: 3.025772359694451 Movie Vector: [2.7315935029907337, 1.2643485882660543] User Vector: [0.9371019804318839, -0.7170249069433468] Predicted: 1.653212252542064 Movie Vector: [0.08945743675393844, 0.7557139269861245] User Vector: [-0.20430781461876785, 0.264406621545498] Predicted: 0.1815389128846885 Movie Vector: [0.562795367318002, -1.1470503529195182] User Vector: [0.1371105462943208, 0.836649058690084] Predicted: -0.8825134177753593 Movie Vector: [-0.003349607840599983, 0.47759084231442406] User Vector: [-2.405971943309133, 0.8023601228622045] Predicted: 0.39125890940283686 Movie Vector: [-0.22368028164746526, 0.5559267035164495] User Vector: [-1.1459185819991362, -0.6396280859061663] Predicted: -0.09926694210772058 Movie Vector: [0.7719945806584818, -0.3300630374209217] User Vector: [-0.12904523262944792, 0.2052809870428925] Predicted: -0.16737788635788886 Movie Vector: [0.5566208258379359, -1.0420235091082948] User Vector: [0.47366305130981257, 0.26829887776569344] Predicted: -0.015923019310240816 Movie Vector: [0.3629799337229471, -0.10774268696645956] User Vector: [0.9457719873363095, 0.08992246005095249] Predicted: 0.3336077658158299 Movie Vector: [-0.8285078181574093, -0.002313492970453683] User Vector: [-0.6667126059864805, 2.8949207923163147] Predicted: 0.5456792276208554 Movie Vector: [1.1922642240579178, 0.38019843495583017] User Vector: [0.6406752439314769, -0.8385163514513366] Predicted: 0.4450515680724085 Movie Vector: [0.43845002732678307, -0.5416963453187829] User Vector: [-0.11817749415451836, 0.997750175402416] Predicted: -0.5922925490981226 Movie Vector: [-0.20335802524799285, 1.7735615421531687] User Vector: [0.8163582883053503, 0.4522907516274171] Predicted: 0.63615247355333 Movie Vector: [-1.3978831090754662, 0.1721635050338502] User Vector: [0.3730215267199889, -0.041078846549231406] Predicted: -0.5285127697280786 Movie Vector: [-0.7810219350743497, 1.926808480445456] User Vector: [-0.08849080954624997, 0.18794211394837398] Predicted: 0.4312417222966811 Movie Vector: [0.4362347637730869, -0.3645007783541525] User Vector: [0.6464443780794116, 0.36894097469507775] Predicted: 0.1475222381208167 Movie Vector: [-2.0634214455274145, 1.0971516028690498] User Vector: [0.24706007027627558, 0.05052402250293056] Predicted: -0.45435653506909496 Movie Vector: [-0.5303615967571833, 0.20375791035708185] User Vector: [0.1856468450058876, 0.41429979163068825] Predicted: -0.014043097346212396 Movie Vector: [2.7883869889321238, 1.2208929720978483] User Vector: [-0.6367691776990412, -0.771988796968545] Predicted: -2.7180745868061833 Movie Vector: [-0.28786001919987264, 0.06929959524843762] User Vector: [-0.17877235478180448, 0.41066984946456886] Predicted: 0.07992066782852811 Movie Vector: [0.5261502582853929, 0.7783883465747212] User Vector: [0.41612356589615973, -0.3975293459613196] Predicted: -0.09048868864285878 Movie Vector: [-0.4773949146342672, 0.49779048756190164] User Vector: [-0.5601765500427832, 0.11541919986476262] Predicted: 0.3248800160624776 Movie Vector: [0.6752097778100701, 0.11026377261040286] User Vector: [1.6651794411246512, -0.44989034097691116] Predicted: 1.0747388341985775 Movie Vector: [-0.21311383918709165, -0.1877256788984127] User Vector: [-1.0389734561438142, -0.5327807159501979] Predicted: 0.3214362436580229 Movie Vector: [0.4639795620611376, -0.9401128849334844] User Vector: [0.23055091627598404, 0.37567947676313324] Predicted: -0.24621020354356604 Movie Vector: [0.6590205636143239, 0.7840968168185322] User Vector: [-1.3138654550012594, 0.9353831124258335] Predicted: -0.1324334317094128 Movie Vector: [0.2879393795443271, 0.7242512022660942] User Vector: [0.1128786892350149, -0.28811870522540056] Predicted: -0.17616809891273966 Movie Vector: [1.086665887551858, -0.7281809534475601] User Vector: [0.09188856571116436, 0.274071614328285] Predicted: -0.09972155962009287 Movie Vector: [0.40317553201697365, -0.5181286045717] User Vector: [0.11797770401159523, 0.05157909892324024] Predicted: 0.020841117030851817 Movie Vector: [1.3110805803341783, -1.0124362287976651] User Vector: [1.193282592123693, 1.119681581374941] Predicted: 0.43088343568275267 Movie Vector: [0.7669443940879771, -0.4956869731551523] User Vector: [0.16637985511016332, 0.28718361856037844] Predicted: -0.014749081458028196 Movie Vector: [-0.43506445891658596, 0.43793642146550416] User Vector: [1.08499700570194, 1.0519310490026692] Predicted: -0.011364715983147589 Movie Vector: [0.6548902160830319, 0.07976906032999202] User Vector: [1.7759901370626385, 0.4636643392063116] Predicted: 1.200064633269299 Movie Vector: [0.908322217363405, -0.25087401969384826] User Vector: [-0.2541957862868469, 0.28106827334362494] Predicted: -0.3014044077866275 Movie Vector: [-0.2984183290042651, 0.14232764347783766] User Vector: [0.04959123168811565, -0.1258138959702625] Predicted: -0.03270572782384411 Movie Vector: [-0.23921011716368018, 0.6278219806782444] User Vector: [-1.9334628480755491, 0.2938552466323863] Predicted: 0.6469926573932137 Movie Vector: [0.8855174335599578, 0.3653905880645231] User Vector: [0.8447237876592145, 0.7006818116404457] Predicted: 1.0040401797164522 Movie Vector: [1.1077531620356487, -0.6652849520264174] User Vector: [0.7101259903582315, -0.6530058372027958] Predicted: 1.22107926833946 Movie Vector: [0.16722903246437, -0.4735732328334923] User Vector: [-0.37083551443026874, -0.8890585201606541] Predicted: 0.3590198532890408 Movie Vector: [1.1058820995802807, -0.1213998714108467] User Vector: [0.1526117842562366, -0.8450069347343546] Predicted: 0.2713543736120041 Movie Vector: [-0.6846695433000645, 0.998539806410832] User Vector: [0.07679165638618424, 0.3169678681920009] Predicted: 0.2639281254357104 Movie Vector: [0.33047093407172223, -0.2913049012560245] User Vector: [0.12919748025601663, 0.08920641325549356] Predicted: 0.016709746575123044 Movie Vector: [-0.36102768544412756, 0.19604892293206946] User Vector: [-0.17100236295599414, 0.5357433412686932] Predicted: 0.1667684923272346 Movie Vector: [0.8408238346212953, 0.5132009658479386] User Vector: [0.6514406125837832, 0.13393931864937605] Predicted: 0.6164845815966168 Movie Vector: [0.9099287911818541, 1.1387815872259368] User Vector: [0.12869693438592789, -0.12084947205899291] Predicted: -0.020516107672158695 Movie Vector: [-0.7247895560699005, -1.2724480385920631] User Vector: [0.8048125286534706, -0.23184668934313504] Predicted: -0.28830685025350744 Movie Vector: [-1.1124753425612655, -0.5118552504543556] User Vector: [0.7399475355807232, -1.1188810093073949] Predicted: -0.2504682688748704 Movie Vector: [0.005968604326197724, -0.8927070436984668] User Vector: [0.42850288509954026, 0.6587996366801591] Predicted: -0.5855575118765756 Movie Vector: [-0.9370791579790504, 0.34798214900347835] User Vector: [0.1666885444636004, 0.5010489492593627] Predicted: 0.01815572922850367 Movie Vector: [-0.18471702493543812, 0.10074161725686515] User Vector: [-0.6391283116378976, 0.19774398945413627] Predicted: 0.13797892957819619 Movie Vector: [-0.8976135222529367, -1.1131914873032065] User Vector: [-0.3797033867985358, -0.11583116150600498] Predicted: 0.46976915738853053 Movie Vector: [-0.33676507323582133, 0.5146821192183808] User Vector: [1.695239836196623, -0.9643495210357541] Predicted: -1.06723102274295 Movie Vector: [-1.556825670956948, -0.6199590136651715] User Vector: [0.6358836694366707, 0.3694876181628799] Predicted: -1.2190271996390636 Movie Vector: [0.5896802668577336, -0.7553275780707805] User Vector: [-0.6256842078846043, -0.22507174088796725] Predicted: -0.19895073773698055 Movie Vector: [0.2056184294494251, 0.9721145513643454] User Vector: [0.2637050339092694, -0.3586174798373443] Predicted: -0.2943946556131608 Movie Vector: [0.7550782463238253, -0.1217981189018178] User Vector: [0.7984572163861497, -0.22948473332765706] Predicted: 0.6308484835494509 Movie Vector: [-0.6292798317267919, -0.5241015430462223] User Vector: [-1.2165256516319738, 0.6384520253634569] Predicted: 0.4309213656963208 Movie Vector: [1.11846247462193, 0.6745727078668287] User Vector: [1.5018343395040794, 0.4591947604856197] Predicted: 1.989505604852969 Movie Vector: [-0.47466411336459696, 0.3599222903271254] User Vector: [-0.5648915766274577, 0.8311704023801916] Predicted: 0.5672905142437985 Movie Vector: [-1.5125578687420427, -0.14223073195386654] User Vector: [-0.1733533779026945, -0.3208993446428133] Predicted: 0.3078487644917969 Movie Vector: [-0.14138221740722656, -0.5389308929443359] User Vector: [0.1375791449188032, 0.4327667662104849] Predicted: -0.2526826243280598 Movie Vector: [0.49765859584784905, 1.1929812054117634] User Vector: [0.22614256552722295, 0.05208267910331149] Predicted: 0.17467544891945058 Movie Vector: [1.5948553473768836, -0.29018966523139056] User Vector: [0.5978715652440464, 0.45310884683465164] Predicted: 0.8220311582977258 Movie Vector: [-0.2898994556221038, 0.38780138153841304] User Vector: [0.29963981080794116, -1.8143071058940796] Predicted: -0.7904562202366162 Movie Vector: [1.1154842677246422, -0.22838382031972856] User Vector: [0.7347509903176831, -0.9877640735039491] Predicted: 1.0451925030758855 Movie Vector: [-0.5541897779517584, 2.001021456691623] User Vector: [0.2908117190934032, 1.1180070838570422] Predicted: 2.0759912815010297 Movie Vector: [-0.6913063347096522, 0.22548608701947187] User Vector: [0.40149357940468133, 0.27471464498428644] Predicted: -0.21561072444325885 Movie Vector: [0.918779780451683, -0.709284130512553] User Vector: [0.3348188731993499, -0.22348783947803558] Predicted: 0.4661411887134861 Movie Vector: [-0.35863970194777484, -0.315659781911853] User Vector: [0.40573460350672375, 0.33017473109828005] Predicted: -0.2497354208828378 Movie Vector: [0.8676077706832708, -0.6675579571584166] User Vector: [0.8246726586917051, -0.4973460107638528] Predicted: 1.0474996938973615 Movie Vector: [1.2448730619607693, -0.5286463551463826] User Vector: [1.1214460572608531, 0.9629054499911082] Predicted: 0.8870215306377638 Movie Vector: [0.20240168821278404, 0.839805977435803] User Vector: [0.31401963533925276, 0.6983260410654143] Predicted: 0.6500164878104425 Movie Vector: [-0.9693096040110957, 0.10646262049605673] User Vector: [-1.7019767263002132, 0.04886891145457696] Predicted: 1.6549450989804046 Movie Vector: [1.299614111231006, 0.3301548198715373] User Vector: [-0.3312739318035463, -0.256585691968557] Predicted: -0.5152412793683594 Movie Vector: [0.25324896185559154, 0.6537203293364473] User Vector: [0.05360750523544017, 0.04616120395019102] Predicted: 0.0437525624974292 Movie Vector: [0.871938833324527, 0.02267057007775385] User Vector: [0.0267613684785111, -0.18533692997441098] Predicted: 0.0191325825503401 Movie Vector: [-0.5637588497311784, -1.219990589840536] User Vector: [1.3303572235710102, 0.8277496495684393] Predicted: -1.7598474413092542 Movie Vector: [-0.6146517972356621, -0.32484000208346964] User Vector: [-0.5929770589470278, 0.40529668799838403] Predicted: 0.23281783802748937 Movie Vector: [-0.47634506325017306, 1.2918171547398134] User Vector: [0.12324712801440277, 0.3781349545892658] Predicted: 0.42977306015575106 Movie Vector: [-0.2463287228422319, -0.7603138116482762] User Vector: [0.8592129590291407, 0.4101476635222667] Predicted: -0.5234897642383924 Movie Vector: [0.2299336050781327, -1.9881359153825258] User Vector: [0.2704263759524384, 0.21993688544491918] Predicted: -0.37508430953945754 Movie Vector: [0.26660213741770244, 1.3573830278628256] User Vector: [0.9068333111867508, -0.3728034305651328] Predicted: -0.2642733503341884 Movie Vector: [-0.3851006936678315, -0.2759197313281675] User Vector: [1.807040358152439, -0.2488885055291052] Predicted: -0.6272192458340111 Movie Vector: [0.3355877920336321, -1.6240333840867156] User Vector: [0.34031062614780433, 0.2517845408037155] Predicted: -0.2947024082276533 Movie Vector: [1.8045071570786828, -0.5337825194712934] User Vector: [0.10705199973713427, 0.13529868469526213] Predicted: 0.1209560269074549 Movie Vector: [0.5193492789829641, -1.0013227927835824] User Vector: [0.027396542376660386, -1.4634491599939043] Predicted: 1.4796133745118287 Movie Vector: [-0.20835709657679582, 0.05250111935906269] User Vector: [-0.30005329984880613, 0.19917618330326045] Predicted: 0.072975206947871 Movie Vector: [1.9338792669618083, 1.2270459778432654] User Vector: [-0.925152012694711, -0.6824995672524882] Predicted: -2.626590645015224 Movie Vector: [1.2675289764426028, 0.5865988155449896] User Vector: [0.046717429027911636, 0.5856785729134921] Predicted: 0.4027740521589131 Movie Vector: [0.5483033303610108, -0.3005406178335057] User Vector: [0.4831167409097056, -0.24598738398571426] Predicted: 0.3388237183562635 Movie Vector: [0.57700227177227, -0.001142951842368338] User Vector: [-1.327999800371128, -0.8604548016560546] Predicted: -0.7652754433264345 Movie Vector: [0.4791532211726317, 0.24050597234521653] User Vector: [1.6964920416983633, -0.5897717478206616] Predicted: 0.6710359988021594 Movie Vector: [1.390825173316613, 0.4306916718491978] User Vector: [1.8042744827747088, -0.8495839705988637] Predicted: 2.1435216295423722 Movie Vector: [0.5086255883403695, 0.6465820176855271] User Vector: [-0.6197008151439249, -0.09477749136378089] Predicted: -0.3764771132947514 Movie Vector: [-0.5011685084563716, -0.7048961274773626] User Vector: [0.5458864688103763, 1.0456417708271184] Predicted: -1.0106499423448194 Movie Vector: [0.9600054589059263, 0.4532695837004033] User Vector: [1.2401204036037365, -0.25242539174534756] Predicted: 1.0761056049283826
avg loss: 14.469629372282167: 32%|██████████████▎ | 22343/70000 [00:36<01:19, 601.46it/s]
Movie Vector: [-0.19908013027251184, 0.13709595048926299] User Vector: [0.7476122169657247, 0.10614961851439875] Predicted: -0.1342820547025537 Movie Vector: [-0.17756362478433912, 0.31143960127294756] User Vector: [0.3734469916873305, 0.3384171710967976] Predicted: 0.03908590732149615 Movie Vector: [1.1791290019344938, 1.2749818662110215] User Vector: [0.2698629575090816, 0.8892713030035002] Predicted: 1.4520080252180834 Movie Vector: [0.5097336893515744, 1.0665690926783125] User Vector: [0.6107696984403126, 0.9176085627277504] Predicted: 1.290022823912516 Movie Vector: [-0.6796619763803187, -1.481925516698283] User Vector: [-0.051586845301578435, 0.13732946698952508] Predicted: -0.1684504240934552 Movie Vector: [0.9978014682542549, 1.27732465435067] User Vector: [0.30534841457551554, -0.08201879955085517] Predicted: 0.19991246160600534 Movie Vector: [0.7546651696019749, 0.669493860960497] User Vector: [0.21766284618074, 0.7722158809390796] Predicted: 0.6812563603539527 Movie Vector: [0.38092613220214844, 0.19843101501464844] User Vector: [0.23693993254019108, 0.013193929585135114] Predicted: 0.09287469690638313 Movie Vector: [0.9732974608478607, -0.5312122555368533] User Vector: [-0.3784366297478634, -0.9455877743178428] Predicted: 0.13397640357803675 Movie Vector: [-0.023388937496493956, 0.0761506999982344] User Vector: [1.3943020657751322, 0.1779421000971181] Predicted: -0.019060828386095536 Movie Vector: [-0.3185349988260379, -0.2782261161613575] User Vector: [0.885056836533196, -0.7605860595207844] Predicted: -0.07030667303913946 Movie Vector: [0.2003297257783505, -0.48768828197785735] User Vector: [0.11528802698220847, -0.10940860574358982] Predicted: 0.07645291379955696 Movie Vector: [1.0542396724971532, -0.06700230552403291] User Vector: [0.285575085344952, -0.33317575517273934] Predicted: 0.32338812818869306 Movie Vector: [1.1108860954912916, -0.14910684873762384] User Vector: [1.1429925828017238, 0.051281779903352157] Predicted: 1.2620881028850683 Movie Vector: [0.29719939563050013, -0.20724593226135882] User Vector: [0.05267762150761646, -0.9266871405385224] Predicted: 0.20770789763083475 Movie Vector: [0.8520112334223124, -0.21471001607824602] User Vector: [0.1056376180257807, -0.7920770095046098] Predicted: 0.2600713046758843 Movie Vector: [0.18413066629932295, 0.18418849653152725] User Vector: [1.393106611076906, -0.3731933348829593] Predicted: 0.1877757292559034 Movie Vector: [-0.24983792050762027, 1.0494644760773644] User Vector: [0.8227193730862776, 0.548431984036351] Predicted: 0.37001338745756995 Movie Vector: [1.2864130131003213, -1.2181577076413805] User Vector: [0.2052968982594235, 0.675410638279397] Predicted: -0.5586600733729767 Movie Vector: [1.452434818923697, -0.3504279328733583] User Vector: [-0.7381045525302907, 0.5239906454248262] Predicted: -1.255669710822288 Movie Vector: [-0.15187788842643068, 0.7434208992848226] User Vector: [-0.8327823872888487, 2.8944570655255375] Predicted: 2.278281105094456 Movie Vector: [1.3110840054806532, -0.2500810325413689] User Vector: [1.585723513941856, -0.6252864910685421] Predicted: 2.2353890275643353 Movie Vector: [2.3608230429561563, 0.2674435266323253] User Vector: [1.1497771149742055, -0.10914300269470822] Predicted: 2.68523071774684 Movie Vector: [1.1179012239460437, -0.9784598290762052] User Vector: [1.8879744592665306, 0.47730461651465816] Predicted: 1.6435455653007087 Movie Vector: [0.4156391496020259, -0.4269978251127753] User Vector: [0.017133182820172052, -0.4975977283524344] Predicted: 0.21959436932489937 Movie Vector: [1.3192891974763619, -1.1099976484204495] User Vector: [1.012751931088095, -0.4358434160298269] Predicted: 1.8198978492804923 Movie Vector: [-1.2319495515936683, 1.0929246846133558] User Vector: [-0.04730065967021417, 0.9101832468701103] Predicted: 1.0530337644966805 Movie Vector: [0.10225693229574352, 0.3057709134604173] User Vector: [1.1026514301707468, -0.640398493519686] Predicted: -0.08306147970141471 Movie Vector: [-1.9818879554814703, 0.6251604076141521] User Vector: [0.8830728477814986, -1.0181314336045098] Predicted: -2.3866469028678505 Movie Vector: [-0.2650160258193552, -0.12988912665134306] User Vector: [0.2872344269808864, -0.7958993673604136] Predicted: 0.027256947411826285 Movie Vector: [-0.26278973256995525, -0.23765993277013317] User Vector: [-1.7177925405938195, -0.574032961249499] Predicted: 0.5878428773317101 Movie Vector: [-0.464287195877125, 0.36952241600973673] User Vector: [0.8449789600558386, -0.23698893689144324] Predicted: -0.47988563646719967 Movie Vector: [0.8944663665279159, 0.18945019378328115] User Vector: [0.24306046580304036, 0.06912328039622137] Predicted: 0.23050483055942847 Movie Vector: [-0.24787895173205104, 0.07873583256119894] User Vector: [0.12089851653201883, -0.3743228760456334] Predicted: -0.059440820836072286 Movie Vector: [-0.00922587810007237, -0.023056181509931592] User Vector: [0.18610036304453764, 0.2708369030156254] Predicted: -0.007961404059344116 Movie Vector: [-0.40464137078803614, -0.11870191468989501] User Vector: [-0.9054663140269262, 0.567031366172836] Predicted: 0.2990814216563032 Movie Vector: [0.9151259133712334, -0.6554377685015694] User Vector: [-0.7532002481444091, 0.7600258358771941] Predicted: -1.1874227029054802 Movie Vector: [1.246498934999844, 0.11402215959642374] User Vector: [0.7947264568819007, 0.640950059526304] Predicted: 1.0637081921001343 Movie Vector: [0.10431051408503846, -0.602202233986718] User Vector: [-0.16734703901222026, -0.05339375333295254] Predicted: 0.014697781868066109 Movie Vector: [-0.7366259084474758, 0.3466075871630949] User Vector: [1.108151405365324, -0.1961292595552183] Predicted: -0.8842729251010973 Movie Vector: [-0.2777651776739207, 0.8846910613955491] User Vector: [0.759314394570211, -0.3845349470490307] Predicted: -0.5511057281666485 Movie Vector: [0.0309810944311482, -0.01921598976181052] User Vector: [-0.7311937219679656, 0.22921240646718197] Predicted: -0.027057725003705586 Movie Vector: [0.7579002449547038, -1.0108487653036298] User Vector: [-0.016525898201935785, 1.594580674180528] Predicted: -1.62440488796776 Movie Vector: [1.2229296611362992, -0.2153197893846062] User Vector: [0.7157841889734657, 0.17977147309484642] Predicted: 0.8366453599438984 Movie Vector: [0.8169910174272392, -0.050938128282494874] User Vector: [-0.36571078450718003, -0.6909621622811079] Predicted: -0.26358610665800974 Movie Vector: [1.298356073976955, 0.8553754128974964] User Vector: [-0.2637353230870232, -0.876163825679084] Predicted: -1.0918713528084079 Movie Vector: [-0.3259986089409839, 0.029167743606557883] User Vector: [1.1205713564741886, 0.26483789995912344] Predicted: -0.35757997946639 Movie Vector: [0.7537175695365776, -0.6072632350882348] User Vector: [0.19486009065448484, 0.6542374078252754] Predicted: -0.25042485086394206 Movie Vector: [-0.18496213729337332, -0.9694744664548127] User Vector: [0.252489580531048, 0.02129401034386028] Predicted: -0.06734501177612714 Movie Vector: [0.5867503764247815, -1.0008767990845162] User Vector: [1.4568157398822357, 0.7132772535939955] Predicted: 0.14088452932049533 Movie Vector: [0.8755285774350051, -0.0021903466337353447] User Vector: [-0.16012703232396708, 0.2550869574811092] Predicted: -0.14075452167812053 Movie Vector: [-0.27405607831370327, -0.18123371251413983] User Vector: [-2.0565027114607113, -0.8927577860681861] Predicted: 0.7253948760894614 Movie Vector: [0.8462540959414075, -0.4483334224514298] User Vector: [1.908121773428282, -0.3527293673044085] Predicted: 1.772896230761379 Movie Vector: [-0.2961137372986281, 0.13648085058246312] User Vector: [-0.6504084712566537, 0.23058831685142372] Predicted: 0.2240657728127559 Movie Vector: [-0.33751811246792135, -0.2758487027335309] User Vector: [0.239056392727531, -0.16551194078850023] Predicted: -0.03502960829336961 Movie Vector: [1.507327902919626, 0.07146245146074537] User Vector: [1.279860454375056, 0.0329109162238496] Predicted: 1.9315212694760884 Movie Vector: [0.05167676411008923, 0.27843909254678995] User Vector: [0.165151031086016, -0.009911767463200119] Predicted: 0.005774647337981824 Movie Vector: [2.273629255883897, 0.27572042796689644] User Vector: [0.18246731248568196, -0.20993492403302727] Predicted: 0.3569796728103714 Movie Vector: [-0.8664750898869369, -0.8644353099854089] User Vector: [0.21755268578739645, -0.41673260739184903] Predicted: 0.17173439767902182 Movie Vector: [1.928000117731855, 0.3618376782290211] User Vector: [0.3005566180563108, -0.6062096442639797] Predicted: 0.3601237047971362 Movie Vector: [0.540049078938328, -0.44006287430284274] User Vector: [0.2711884043602897, 0.5927403954386385] Predicted: -0.1143879941386016 Movie Vector: [0.13409052336113242, -1.713759538799068] User Vector: [1.379776754981145, 1.3322371711966057] Predicted: -2.0981191728839232 Movie Vector: [1.1950776709211226, -0.42575731043628373] User Vector: [0.5697540907969715, 0.23779981248705107] Predicted: 0.579655383240687 Movie Vector: [0.23993224019282808, -0.6040034103879172] User Vector: [0.9242593624487973, 0.7335005336023412] Predicted: -0.22127720446563617 Movie Vector: [0.5840213910919845, 0.7231031489553539] User Vector: [1.0064629058165069, 1.1309835709036484] Predicted: 1.4056136478746364 Movie Vector: [0.21605871734843257, -0.3595868895641305] User Vector: [0.2703510514731906, 0.31748991548362787] Predicted: -0.055753509761638786 Movie Vector: [0.4225259808573507, -0.3466711537215619] User Vector: [-0.3819847659078941, -1.0934736751044394] Predicted: 0.21767729262481386 Movie Vector: [1.08950967722293, 0.17856727205220685] User Vector: [-0.3515293285303492, -0.461323699088196] Predicted: -0.46537191974070635 Movie Vector: [0.6089074576097778, 0.641983824162463] User Vector: [0.03368883874212446, -0.8775376143732249] Predicted: -0.5428515683734348 Movie Vector: [-0.6384558891062118, 0.41652181278745626] User Vector: [-0.1081612845320526, -0.1979679017317035] Predicted: -0.013401740220236547 Movie Vector: [-0.052699766006316165, 0.005261516668357918] User Vector: [-0.05442421220186769, -0.22765809515910423] Predicted: 0.0016703163857502844 Movie Vector: [1.044928153161272, 0.8542059939574692] User Vector: [0.5050798556078168, -0.2803720414423606] Predicted: 0.2882766823810815 Movie Vector: [-0.23951723840627417, -0.2005438492897241] User Vector: [0.5503393202698784, -0.19599573710283538] Predicted: -0.09251001461444795 Movie Vector: [0.7274848280033651, -0.6606788535453673] User Vector: [-0.40766553601683136, 0.3769187900423514] Predicted: -0.545592766436992 Movie Vector: [1.1563775335587982, 0.031024355354682454] User Vector: [0.7931668983845294, -0.19575213695975907] Predicted: 0.911127297795906 Movie Vector: [0.4630114984636957, 1.0868155515534603] User Vector: [0.5267171220047353, -1.1218028813158705] Predicted: -0.9753167332656709 Movie Vector: [-0.2312342681825048, 0.02720099163959419] User Vector: [-0.16654459574562852, 0.27044372105198833] Predicted: 0.04586715511230739 Movie Vector: [-0.7046187336336761, 0.2464893416378706] User Vector: [1.3452689748400293, 0.1909991458667906] Predicted: -0.9008224677303542 Movie Vector: [1.7051057099001306, 0.3289812177422055] User Vector: [-0.008728089095557279, -0.17464593486735028] Predicted: -0.07233754687973859 Movie Vector: [-0.12312859145973076, 0.1595063213468453] User Vector: [0.38047113802208865, -0.09955426463360992] Predicted: -0.06272640984183805 Movie Vector: [1.117229789298759, 0.46957870397192586] User Vector: [1.1214398905287601, -0.5842168287933355] Predicted: 0.9785702713033073 Movie Vector: [1.3147692916160356, 0.2224712018752041] User Vector: [1.409633605378497, -0.17238920269311694] Predicted: 1.8149913436681988 Movie Vector: [2.5672285485694037, 0.952770951914658] User Vector: [-0.14849323278018717, -0.07396387194406634] Predicted: -0.45168669514210047 Movie Vector: [0.7932039507901286, 0.0930663500208162] User Vector: [1.389019493274852, 0.1951413248908075] Predicted: 1.1199368406359287 Movie Vector: [1.264286245069227, -0.24945722199130732] User Vector: [1.3998366039039525, -0.3664612283555946] Predicted: 1.8612105636532956 Movie Vector: [0.39233436685260226, 0.7995930102074305] User Vector: [1.0766038424268571, 0.401417229448591] Predicted: 0.7433590977135455 Movie Vector: [2.25548959932852, 0.5612121341101232] User Vector: [1.2549429915039272, -0.3972116395678158] Predicted: 2.607590873152092 Movie Vector: [0.41778282351133256, -0.48925638377027647] User Vector: [1.0595222509770308, -0.5555024434222743] Predicted: 0.7144333142306012 Movie Vector: [1.0142861227993756, -0.7560171688486541] User Vector: [0.06962943326635526, 0.5598494488895578] Predicted: -0.3526316274305134 Movie Vector: [0.13091051476356683, -0.7769246586283606] User Vector: [-0.24833052908645875, 0.8150481306760778] Predicted: -0.6657400680854124 Movie Vector: [0.03424608434763181, -0.3699852108406967] User Vector: [0.8716508824063436, 0.16184694983145334] Predicted: -0.030030348216738587 Movie Vector: [0.9569570492935368, -0.7347670289200093] User Vector: [1.3170492209191222, -0.8036550666543091] Predicted: 1.8508587818272133 Movie Vector: [0.11606189139596614, -0.8364086640779355] User Vector: [-0.07637601888727917, -0.344504948980588] Predicted: 0.27928257893573927 Movie Vector: [0.22690753422567467, 0.1064639635317767] User Vector: [0.5766662260227542, 0.8217050710309534] Predicted: 0.21833189013416415 Movie Vector: [1.1405933524098066, -0.43948495679219457] User Vector: [1.0821662713871907, -0.5446418793154819] Predicted: 1.4736735681445208 Movie Vector: [0.6623094272485347, -1.1965285190628019] User Vector: [0.6254910694360382, 0.8446134612980951] Predicted: -0.596335462080261 Movie Vector: [-1.7988811889059217, 0.5839238716884871] User Vector: [0.5779237577428309, -2.1469204911032027] Predicted: -2.293254301797732 Movie Vector: [1.8280111707143065, -0.5040767490254539] User Vector: [0.36048560485468634, 0.8153860360363346] Predicted: 0.24795457031012302 Movie Vector: [0.11657240921650652, 1.1015490095904974] User Vector: [0.43952466267296564, 0.4320259892096162] Predicted: 0.5271342493690676 Movie Vector: [0.2832449383756712, 0.5743850668224729] User Vector: [0.5342555513833981, -0.635473138985755] Predicted: -0.21368110067176868 Movie Vector: [1.7984842160960197, 0.27620515140774865] User Vector: [0.1729953275694638, -0.5693317250142513] Predicted: 0.15387701078324528 Movie Vector: [0.6440961599793955, -0.5835794838955859] User Vector: [-1.8662357330322266, 0.43913841247558594] Predicted: -1.458307437373619 Movie Vector: [-0.6821259552690461, 1.0090388073920848] User Vector: [-1.1670320234810223, -0.49254781059214126] Predicted: 0.2990629784630835 Movie Vector: [-0.6884911965346333, -0.27437116264336464] User Vector: [0.4690976664626456, -0.8724497656260841] Predicted: -0.08359455713171152 Movie Vector: [0.2924769285878509, -0.04481819463939374] User Vector: [0.23697800712147535, 0.5344099807830055] Predicted: 0.04535930912979155 Movie Vector: [1.7846434085939795, 0.9617893358256201] User Vector: [0.9790716253271493, 0.07204350821117908] Predicted: 1.816584400594469 Movie Vector: [-0.46195891133037664, -0.9959617679424853] User Vector: [0.46221839180686247, 0.06870502710659676] Predicted: -0.28195348533959813 Movie Vector: [-0.496839997431472, 0.4869462124350748] User Vector: [1.1024914236257188, -0.6058227075418151] Predicted: -0.8427649089270709 Movie Vector: [0.39459545255888645, -0.6949771783775707] User Vector: [-0.7523586867558564, 0.6893649555708022] Predicted: -0.7759702281820122 Movie Vector: [-0.9543998641080943, -0.9462185643109178] User Vector: [0.6785277242444518, -0.4343034989934453] Predicted: -0.23664073451969347 Movie Vector: [-0.10152407526249065, 0.022321331884055433] User Vector: [-0.020753645354951597, -0.5895078902892452] Predicted: -0.011051606614428437 Movie Vector: [0.23289953156018253, -0.5468197856904531] User Vector: [0.7949173110959172, 0.8005762087362336] Predicted: -0.2526350415067037 Movie Vector: [0.22550200545239207, -0.8256535608802921] User Vector: [0.9789875577558247, -0.616079547114298] Predicted: 0.7294319294473158 Movie Vector: [1.5836195888444093, 0.4573344773692629] User Vector: [0.6729311983214662, 1.0476755681322858] Predicted: 1.5448051860107403 Movie Vector: [-0.24034508143381955, 0.9604275451696661] User Vector: [-0.0016450009936608279, -0.9302918060465089] Predicted: -0.8930825076749235 Movie Vector: [0.2350646558660436, -0.8908866727897105] User Vector: [1.119142068820864, 0.157910902251511] Predicted: 0.12239002696851867 Movie Vector: [-1.1622432456240894, 0.3851900032493116] User Vector: [-0.8870291411308717, -0.6531575844398476] Predicted: 0.7793538558783955 Movie Vector: [0.13118543014793982, 0.9318811318263789] User Vector: [0.1580172264552921, 2.2183782625005604] Predicted: 2.08799440390138 Movie Vector: [0.6341384925367217, 0.8995101829782095] User Vector: [0.4731880011866394, -0.8661413602525773] Predicted: -0.47903624768683106 Movie Vector: [-0.5736163875981107, -0.05637715270859616] User Vector: [-0.9150857285590763, 1.513034477403281] Predicted: 0.4396075941727069 Movie Vector: [-0.1707734668747912, -0.6228850473253766] User Vector: [-0.5546080178804088, -0.019620946385205944] Predicted: 0.10693392808771128 Movie Vector: [1.7412657828400424, 1.084951902754787] User Vector: [-0.8108384097294868, 1.814976552697793] Predicted: 0.5572770860304044 Movie Vector: [0.29899331465954165, 0.696036439190574] User Vector: [0.25584978168297606, 0.0779082782281087] Predicted: 0.1307243748416744 Movie Vector: [1.251709680075805, -0.14278862394900607] User Vector: [0.33167486638657073, -0.34795636101640465] Predicted: 0.4648448508777558 Movie Vector: [-0.3920113785150715, -0.23243982669814905] User Vector: [0.42946591993301503, 0.5147612765904415] Predicted: -0.28800654921978475 Movie Vector: [0.5398648097116506, 1.9446177535312865] User Vector: [0.34687491090639094, 0.5310667014808681] Predicted: 1.2199872937792204
avg loss: 14.465372913228377: 32%|██████████████▍ | 22406/70000 [00:36<01:18, 608.00it/s]
Movie Vector: [0.09613541682318383, -0.21444822760123788] User Vector: [-0.390108014014508, -1.6080637307998404] Predicted: 0.30734322040651074 Movie Vector: [1.288303885793573, -0.15215249899156186] User Vector: [0.7527099239912636, -0.11805133506691842] Predicted: 0.9876809255930517 Movie Vector: [0.7040245665785625, 0.613739466244462] User Vector: [0.6064604743655638, 0.17448610713794407] Predicted: 0.5340520828741613 Movie Vector: [0.5467631031545773, 1.20429041776911] User Vector: [1.4590786954662847, -0.051583323062196484] Predicted: 0.7356490935993868 Movie Vector: [-0.8016824422826727, -0.9139834848156448] User Vector: [-0.33743322278591553, -0.2427301820041663] Predicted: 0.4923656677684296 Movie Vector: [-0.1310845747931002, -0.08183297560984074] User Vector: [0.9954017638104422, -1.6178480053577742] Predicted: 0.0019114994054784396 Movie Vector: [0.07877145827762749, -0.6057985361962535] User Vector: [0.5014719693289535, -0.08196141712930857] Predicted: 0.08915378483090103 Movie Vector: [0.5062220348263764, 1.0156651864813167] User Vector: [1.3771137953878594, -0.03925039351373619] Predicted: 0.6572600894411225 Movie Vector: [0.031311341700584694, -0.48165946229127726] User Vector: [0.6057881984049649, -0.24719054407865826] Predicted: 0.13802970582285426 Movie Vector: [1.2522671212193615, 0.39168184960390984] User Vector: [0.10339563294714602, -0.9620543105858523] Predicted: -0.24734026017230468 Movie Vector: [1.3219026424907185, 0.1448743711538282] User Vector: [0.4528834877764196, -0.17714186272482035] Predicted: 0.573004563264786 Movie Vector: [1.7840270045250435, 0.17094884244284056] User Vector: [0.26786518415660443, -0.6394241869429576] Predicted: 0.36856989751960306 Movie Vector: [-0.6639135253842462, -0.982815631536983] User Vector: [-0.04375074644876769, -0.7620357406269951] Predicted: 0.7779873499910663 Movie Vector: [1.1325130919996909, -0.18983560186103401] User Vector: [0.1951998366100991, 0.35383445830107313] Predicted: 0.15389599316638064 Movie Vector: [0.9138206109333363, 0.19495429276734616] User Vector: [0.9707431969722629, -0.1294246847801585] Predicted: 0.8618532434286208 Movie Vector: [-1.5488421132807044, -0.3374543821106365] User Vector: [-0.4100030731571595, -1.2579999425353339] Predicted: 1.0595476195837956 Movie Vector: [-0.6457344098104578, -0.5222372109406707] User Vector: [1.4251938905294466, 0.9544811234657382] Predicted: -1.4187622955807675 Movie Vector: [0.10172357482534577, -0.45595539450584743] User Vector: [-0.142572522769987, -0.8290220033783797] Predicted: 0.36349406791638605 Movie Vector: [-0.5319465722023617, 0.22249235075068832] User Vector: [1.0309102464038105, 1.496013696233035] Predicted: -0.21553756779268501 Movie Vector: [0.37003517150878906, -0.43601036071777344] User Vector: [0.8486521105976838, -0.7362006737569557] Predicted: 0.6350222506217478 Movie Vector: [0.265400192513039, -0.3016421518074812] User Vector: [-0.3131633511564262, -0.7432605284101068] Predicted: 0.14108509145824621 Movie Vector: [0.41469479471863524, 0.9580401968545535] User Vector: [-0.18164177303764437, -1.5131699011443618] Predicted: -1.5250034877489047 Movie Vector: [0.035461548685700034, 0.4856392286213605] User Vector: [0.14107589138334403, -0.2171945489367203] Predicted: -0.10047542361572419 Movie Vector: [-0.5204963390343413, -0.15585669534797125] User Vector: [0.26770264252652043, 0.5234987448064617] Predicted: -0.2209290297692189 Movie Vector: [-0.06927868501966351, 0.5399554671452249] User Vector: [1.2158848137799112, 1.2817417006851424] Predicted: 0.6078485377189103 Movie Vector: [-0.4573639230645318, 0.23624794786248096] User Vector: [0.04564549677085983, 0.7755120959123396] Predicted: 0.1623365377284719 Movie Vector: [1.3059346491938268, -1.777511218029051] User Vector: [0.6396820209143892, -0.6037959942736297] Predicted: 1.9086370688008127 Movie Vector: [1.312316571100288, -0.5259112842638478] User Vector: [-0.40267315365020795, -1.3747616075293494] Predicted: 0.1945679903000117 Movie Vector: [0.02219677990384678, -0.15903099711514346] User Vector: [-0.08017180294401643, -0.09374056340410518] Predicted: 0.013128099403847265 Movie Vector: [1.2217269228121421, -0.41619588718163697] User Vector: [0.00567699244242063, -1.0957626136975225] Predicted: 0.4629876276558161 Movie Vector: [0.6569513213771668, 0.1786958997133132] User Vector: [0.29418750538758853, -0.2145036756177125] Predicted: 0.15493594309070885 Movie Vector: [1.8284254748836597, 0.17766775878470017] User Vector: [-1.2970261562469092, 0.7349451207967906] Predicted: -2.2409396132305663 Movie Vector: [0.3628823639452216, 0.46158498856162866] User Vector: [1.1132499949702903, -0.3054073553980084] Predicted: 0.26300733918879804 Movie Vector: [1.0960107995060637, -0.44163673744840054] User Vector: [0.374582797754299, -0.0919262435231694] Predicted: 0.4511447979233671 Movie Vector: [-0.4977184751439936, 0.4703053793482531] User Vector: [0.3191395204830636, -0.03548737424485386] Predicted: -0.17553153849931513 Movie Vector: [0.5097069076255365, 0.5501839042240375] User Vector: [0.34274183816717396, -0.8871920365807875] Predicted: -0.31342089603641043 Movie Vector: [1.2309346442635283, 0.012623797066481347] User Vector: [0.9482423831578489, 0.673125878291203] Predicted: 1.1757218050757523 Movie Vector: [-0.13903476312957097, 0.8987716892875224] User Vector: [0.6129870435787949, -0.24891272839517253] Predicted: -0.30894222179036923 Movie Vector: [0.6736627788736617, -0.5009383329116492] User Vector: [1.360554080439395, -0.09927367311074711] Predicted: 0.9662846309468158 Movie Vector: [-0.05974727158119955, -1.4105526727905384] User Vector: [-1.1538255271768016, 0.17844942689044838] Predicted: -0.18277438892870862 Movie Vector: [1.2379252888411834, 0.6546163061020908] User Vector: [0.18568189323758333, 0.2697911146667105] Predicted: 0.40646997422100073 Movie Vector: [0.7264299456362379, -0.6434224114917625] User Vector: [-0.7248286878992534, 1.8554081694604392] Predicted: -1.7203484630419927 Movie Vector: [0.49961128372960606, -0.7877272815908595] User Vector: [0.40165260305214723, -0.1028340014581212] Predicted: 0.28167532104793747 Movie Vector: [-1.082315444946289, 1.411142349243164] User Vector: [0.6213690301836148, 0.9564969276657995] Predicted: 0.6772360231711619 Movie Vector: [1.157513248669608, -0.14451836673234209] User Vector: [1.351852181802869, 0.8650614515430329] Predicted: 1.4397695425796282 Movie Vector: [-0.4765220883109332, 0.469277368659375] User Vector: [1.1904636253523937, -0.6070740367568604] Predicted: -0.8521683193618113 Movie Vector: [1.7144301769528334, -0.6802941375292543] User Vector: [1.1867889043329805, 0.020511387384253912] Predicted: 2.0207129346711517 Movie Vector: [-0.687017242664623, -1.462345044341726] User Vector: [-0.7255794024633545, 0.22573013096655686] Predicted: 0.16839022203706538 Movie Vector: [0.6148697620994963, -0.8614326235151326] User Vector: [0.9926948844875076, -0.3650129597378978] Predicted: 0.9248121389862616 Movie Vector: [0.7468810198249833, -0.6305678351188488] User Vector: [1.2555215905973764, -0.17458405003551583] Predicted: 1.0478123324748296 Movie Vector: [-0.03828172548914936, -0.7722911361839462] User Vector: [0.8192410739413382, -0.8006926315237802] Predicted: 0.5870058602315558 Movie Vector: [0.819830030638008, -0.9838252071282221] User Vector: [-0.33572129368276377, 0.7275780697619102] Predicted: -0.9910440436712352 Movie Vector: [2.3459336754004614, -0.5775101134934799] User Vector: [1.5372978083280202, 0.841908110452662] Predicted: 3.120188249257428 Movie Vector: [0.9125117116699581, -0.8826551407328096] User Vector: [1.1421802658458604, -0.5447392877575027] Predicted: 1.5230698021209428 Movie Vector: [1.3903369965626158, -0.16815487196871964] User Vector: [0.27015091019219495, 0.7220304876173744] Predicted: 0.2541878608924615 Movie Vector: [0.7593194712766649, -0.40663767947592844] User Vector: [0.6915291114119901, 0.8786460721921088] Predicted: 0.16780091937293606 Movie Vector: [1.4358740517081152, -0.04644829652918929] User Vector: [0.847371150949626, 0.35192475284882135] Predicted: 1.2003719425383246 Movie Vector: [-0.44948118058166747, 0.37017489743893894] User Vector: [0.1341946026756786, -0.4533332305650006] Predicted: -0.22813053056841376 Movie Vector: [-0.04053172070000016, 0.2709499204645474] User Vector: [0.959715686109332, 0.18509236306511487] Predicted: 0.011251832910295537 Movie Vector: [1.3807620369672395, 0.3308783091183576] User Vector: [0.789013638319599, 0.44183714693814563] Predicted: 1.2356344065256755 Movie Vector: [0.6637595012086076, -0.9966510189257711] User Vector: [-0.1929618609187854, 0.3602543848745652] Predicted: -0.48712816831344996 Movie Vector: [0.3629898331238226, 1.072988755186669] User Vector: [1.3547435727099937, -0.25835400642243184] Predicted: 0.214547199634878 Movie Vector: [-0.1271200904658576, -0.37108609993697866] User Vector: [-0.045802940110857615, -0.5840347971024544] Predicted: 0.22254966897472894 Movie Vector: [0.7049630974144611, -0.8707222592310933] User Vector: [-0.001643880513367453, -0.1343149406037101] Predicted: 0.11579213343246976 Movie Vector: [1.0300229489124633, 0.43327692200519424] User Vector: [-0.8437341550634667, 0.8054348173118382] Predicted: -0.5200892239759485 Movie Vector: [1.3979838415049992, 1.1378335998694649] User Vector: [0.713904741698723, -0.8528403435429901] Predicted: 0.027636895061183386 Movie Vector: [1.3917439765599318, 0.11755647516925512] User Vector: [0.36578914000730506, 0.11690082771296978] Predicted: 0.5228272815465095 Movie Vector: [0.27148790882801754, 0.3763267101119847] User Vector: [0.950327161837302, 0.7703173037214839] Predicted: 0.5478933105215147 Movie Vector: [0.13493775609507147, 0.7535855338379907] User Vector: [2.2562356859269506, 0.4510573254494678] Predicted: 0.6443616560709806 Movie Vector: [1.124114802476153, 1.0764000570621346] User Vector: [0.9092290503142686, 0.5786808334198773] Predicted: 1.6449699164135239 Movie Vector: [0.5762344489268663, 0.37797643410172743] User Vector: [0.7830412435797683, 0.25371126970905866] Predicted: 0.5471122204972475 Movie Vector: [-0.8855837301949291, 0.3273643293543288] User Vector: [1.0637378231141117, -0.5625410580069374] Predicted: -1.1261847855315443 Movie Vector: [0.5977821507704745, 0.07575653063446133] User Vector: [0.8842298871436451, 0.6153197024682151] Predicted: 0.575191329602283 Movie Vector: [1.0255156703125683, 2.090972692112797] User Vector: [1.8833858161846522, -0.013843472277825314] Predicted: 1.9024953452448339 Movie Vector: [0.3373847402610902, 0.6715153214826146] User Vector: [0.9426105290654332, -0.12149137022725072] Predicted: 0.2364390919805944 Movie Vector: [-1.5413599787201757, -0.19554713298471965] User Vector: [-1.3707634783423888, -0.9492521635115293] Predicted: 2.29846350486244 Movie Vector: [0.39188907536064416, -0.4343726869690656] User Vector: [-0.6115113789864373, -0.47120024987361386] Predicted: -0.03496811024541058 Movie Vector: [-1.6030938663406362, -0.5039133837622527] User Vector: [1.2274739561362136, -0.19192760909074003] Predicted: -1.8710410792405254 Movie Vector: [0.14827389607427077, 1.1154274873594625] User Vector: [-0.17640907216772883, -0.1294531626466453] Predicted: -0.17055247637483975 Movie Vector: [1.8082754753068286, 0.06895978330415056] User Vector: [1.497765417136411, -0.3367924331393875] Predicted: 2.6851473383627043 Movie Vector: [0.0719768491844631, -0.6289248391479739] User Vector: [1.027207129303627, -0.19980773829245219] Predicted: 0.1995991822931934 Movie Vector: [0.23246946307027683, -0.224377104055967] User Vector: [0.7668218755969156, 0.33763737881878136] Predicted: 0.10250457241015194 Movie Vector: [0.15189204729524053, 1.2225779779863113] User Vector: [0.9997500899388346, -0.007763373639188373] Predicted: 0.14236275829825928 Movie Vector: [0.16541721878799512, 0.4200483899380302] User Vector: [0.16258277669502358, -0.22801272814376922] Predicted: -0.06888238859844757 Movie Vector: [1.2763073796735482, 0.7103845174680372] User Vector: [0.24393408210113338, -0.94169257375704] Predicted: -0.35762895547205914 Movie Vector: [-1.7060617954636705, -0.21993436456525275] User Vector: [0.7422184976627625, -0.5172765183228853] Predicted: -1.1525037403870106 Movie Vector: [0.20142347500298932, -0.6541042180643988] User Vector: [1.022323532650701, -0.7747499851638057] Predicted: 0.7126871917648119 Movie Vector: [1.6192053852227797, -0.22706530189610957] User Vector: [0.4415720075159236, 0.4051060992517126] Predicted: 0.6230102338068718
avg loss: 14.467012329550071: 32%|██████████████▌ | 22561/70000 [00:36<01:18, 606.85it/s]
Movie Vector: [0.30665029197063803, -0.7338485184554325] User Vector: [1.1991981934064921, -0.6980962330936543] Predicted: 0.8800313625338589 Movie Vector: [0.13341028562230806, -0.8931648237487327] User Vector: [0.5091327118586783, -0.030484669190227832] Predicted: 0.0951513746930548 Movie Vector: [0.9136751108482756, -0.653761054694614] User Vector: [0.8760808326791444, -0.30238383476156633] Predicted: 0.9981400266464903 Movie Vector: [-0.1147573717609482, -1.904817239598658] User Vector: [0.4511648030300238, 1.0164943780645401] Predicted: -1.9880105023192234 Movie Vector: [0.07224458721590134, 0.3326135080352348] User Vector: [-1.1145838593755242, -0.9267311844408828] Predicted: -0.38876596110062117 Movie Vector: [0.17077719537737684, -0.6253861889059067] User Vector: [-0.033338899971906574, 0.8163109012020209] Predicted: -0.516203087299247 Movie Vector: [-0.03689660305410267, -0.8357034982545629] User Vector: [1.7048648182483384, 0.20757357412719507] Predicted: -0.23637368250311358 Movie Vector: [1.3351182532406671, 0.48334874445391957] User Vector: [0.9742722730443126, -0.9329319819262529] Predicted: 0.849837193242776 Movie Vector: [1.7865066893338688, -1.2643194219548464] User Vector: [0.2252676178905507, 0.25376138972950313] Predicted: 0.08160665267451084 Movie Vector: [0.4210521071763899, -0.8004459138595635] User Vector: [-1.980320600915319, 0.41683636276079133] Predicted: -1.1674731252201678 Movie Vector: [-0.8447744867679932, -1.413266248483577] User Vector: [1.323618639509981, -0.49923982958813495] Predicted: -0.41260045581298965 Movie Vector: [1.5415570181404072, 0.35971612991050433] User Vector: [1.7672976788205499, -0.27287239958786946] Predicted: 2.626233536389929 Movie Vector: [0.28697081493476295, -0.7009518889079212] User Vector: [0.977716621777279, -1.6288884179993124] Predicted: 1.4223485491435426 Movie Vector: [-0.02610213029003569, -0.5418830165257519] User Vector: [1.726715655398198, -0.26746106580111456] Predicted: 0.09986165212845244 Movie Vector: [0.2951486393413558, 0.5228081551427081] User Vector: [-0.006653426020977529, -0.650444691274509] Predicted: -0.34202153870464425 Movie Vector: [1.679505480344019, -1.0040217003802105] User Vector: [0.2944550220256823, 0.1677786957417266] Predicted: 0.3260853718207699 Movie Vector: [0.8602823199532059, -0.2767271043767073] User Vector: [-0.6526183734086693, -0.25869886256602026] Predicted: -0.4898470611766552 Movie Vector: [0.6225994562867683, -0.9215085279281475] User Vector: [0.441677957346448, -0.7803991728693589] Predicted: 0.9941329490849358 Movie Vector: [0.37770796017540464, 0.6499207382439829] User Vector: [0.7541811016564564, 0.4246677646270424] Predicted: 0.5608605926043291 Movie Vector: [2.2953311726015264, 0.25075162574461285] User Vector: [0.14515612678843828, -1.1432778488769584] Predicted: 0.046502603427900746 Movie Vector: [0.8384857579892001, 0.05681992772041036] User Vector: [0.9718600550202379, -0.47779265662703796] Predicted: 0.7877426706781787 Movie Vector: [1.0843306638103207, -0.8124895992223171] User Vector: [-0.9508700892644808, -0.6319994532899269] Predicted: -0.517564612577277 Movie Vector: [-0.608626943305309, -0.3895699081461263] User Vector: [-0.7979910251426678, -0.3995801600082934] Predicted: 0.6413432446490972 Movie Vector: [-1.1344973230124964, -0.17540812314777895] User Vector: [0.04241723641488837, 0.2645366365982271] Predicted: -0.09452411609180011 Movie Vector: [0.12617774524453015, -1.570843524965433] User Vector: [0.8857940927804281, -1.9176719781516898] Predicted: 3.1241301112651936 Movie Vector: [-0.39643341097534757, 1.1100506734730726] User Vector: [0.21380055131557224, 0.7814983869826061] Predicted: 0.7827451289617197 Movie Vector: [-0.21735816727000243, -1.1790888280015115] User Vector: [0.39011839084816, 0.6868316954321371] Predicted: -0.8946309972544482 Movie Vector: [1.0301344001255799, 1.3886238240269195] User Vector: [0.34024608881203244, 0.3295213242817369] Predicted: 0.808080362015978 Movie Vector: [0.0751075825600226, -0.7864096643230621] User Vector: [-0.24013097624456456, -0.7796150495877929] Predicted: 0.5950611523240362 Movie Vector: [0.891027895821447, -0.9409690256631014] User Vector: [1.6030241536425145, 0.5202248696584634] Predicted: 0.9388237498428074 Movie Vector: [0.4339011529982241, -0.1009996129566156] User Vector: [-0.09112785902297588, -0.0026334108401732913] Predicted: -0.0392745096247156 Movie Vector: [-0.32062273256060303, 0.9298377890685539] User Vector: [-0.23639235705663, -0.27084716671667186] Predicted: -0.17605116719937372 Movie Vector: [-0.9621466496097768, 0.5779572689118547] User Vector: [0.26834077399743594, -0.6979889366853511] Predicted: -0.6615909562326823 Movie Vector: [1.8201349936958262, -0.6784672309608821] User Vector: [0.872576523487032, 0.31244122917030337] Predicted: 1.3762259294830046 Movie Vector: [0.23204024198570064, -0.005324736337177588] User Vector: [1.3771115091716586, 0.016714575168096837] Predicted: 0.319456287123727 Movie Vector: [1.7303388563944138, 0.3305680391161122] User Vector: [-0.16661796277734314, 0.23221706103081297] Predicted: -0.21154199665265253 Movie Vector: [1.062640763164109, -0.4719995219173551] User Vector: [-0.2461545253137056, -0.2388896151947098] Predicted: -0.14881804847273117 Movie Vector: [0.17103707680673286, 0.7932876329671155] User Vector: [0.26854477822125983, -0.048600708696101724] Predicted: 0.0073767726966218194 Movie Vector: [0.5224565235375481, -1.1673033888304565] User Vector: [1.634487738370547, -0.5022247590018349] Predicted: 1.4401974446912267 Movie Vector: [0.2072014771461518, 0.7867426705302842] User Vector: [0.8235985458123369, 0.037671917371990535] Predicted: 0.20028894014497484 Movie Vector: [-0.11874598506521247, 0.21091683494074975] User Vector: [0.28902685945351686, 0.5264341872534526] Predicted: 0.07671305344399164 Movie Vector: [0.10671100096474923, -0.8785871918129807] User Vector: [0.16883862769718105, 0.49389504256194505] Predicted: -0.41591291953177106 Movie Vector: [1.2125500723626106, 0.735016649311087] User Vector: [0.04241245487486664, 0.2545802559348454] Predicted: 0.23854795192558453 Movie Vector: [-0.2517760149261835, -0.2827418147419726] User Vector: [0.8594528601323334, -0.487025206006152] Predicted: -0.07868722556976701 Movie Vector: [0.6383912824564154, 1.7404238387431383] User Vector: [-0.2383505829908122, -0.18937481927231803] Predicted: -0.4817533842689547 Movie Vector: [0.7444280412954047, -0.8204133685156272] User Vector: [-0.57626940116839, -1.1404956397805341] Predicted: 0.5066867680394729 Movie Vector: [1.0310571728102123, -0.17759566424677783] User Vector: [-0.8102355396211443, -0.0016284978236413613] Predicted: -0.8351099506394197 Movie Vector: [1.1782142163867648, 0.060371680953236584] User Vector: [-0.4530839718355288, -0.2868804938738556] Predicted: -0.5511494344814599 Movie Vector: [0.8765278234246905, -0.03824489837674491] User Vector: [1.101293601008747, 1.7687070695365588] Predicted: 0.8976704609110806 Movie Vector: [-0.44319596942979994, 0.29467407303115456] User Vector: [1.1163468340099703, -0.23417490701611554] Predicted: -0.5637656909710673 Movie Vector: [-0.1381651253224478, -0.23663900255090337] User Vector: [1.3190606865684829, 0.454178276758359] Predicted: -0.28972447946003466 Movie Vector: [0.70785396251026, 0.14158078291964638] User Vector: [0.1790455499177484, -0.09584908353465549] Predicted: 0.11316771369013964 Movie Vector: [-0.9166405880595208, -0.9703870472209055] User Vector: [0.6605784517973499, -0.4352399421438721] Predicted: -0.18316181822538075 Movie Vector: [0.18760077276617781, -0.23138149664742055] User Vector: [0.1385668183090575, 0.9921598844237699] Predicted: -0.2035721967769739 Movie Vector: [-0.7656516154460533, -0.2723285187867843] User Vector: [-1.0760423123058485, 0.19939412722836655] Predicted: 0.7695728273823947 Movie Vector: [-1.1763681962216601, 0.8562680352320473] User Vector: [0.8348375640331309, 0.15880988514909736] Predicted: -0.8460925310076942 Movie Vector: [0.6737048056691568, 0.005306669878213703] User Vector: [0.4880461576052871, 0.3775043232285564] Predicted: 0.33080233258802105 Movie Vector: [-0.6682881874267885, -1.059012019031428] User Vector: [0.8553809055182232, -0.7865066618414024] Predicted: 0.2612790530300738 Movie Vector: [0.5335332604696158, 0.9366182017642464] User Vector: [-0.1566420129152385, -1.0190498943308073] Predicted: -1.0380344034133568 Movie Vector: [1.2827716611011535, -0.38915623155349305] User Vector: [0.5320724968105263, 0.6390404078140779] Predicted: 0.43384096364454305 Movie Vector: [1.111849171861593, -0.869306524954819] User Vector: [-1.5640160458448207, 0.5559392632194919] Predicted: -2.222231574346086 Movie Vector: [-0.28403217401438835, 0.251605810476198] User Vector: [0.651415185406419, 0.39220609266325956] Predicted: -0.0863415394787288 Movie Vector: [0.6278982302497744, -0.34106776074594963] User Vector: [0.33542346369552456, 0.787134900083971] Predicted: -0.057854538537957495 Movie Vector: [-0.3520951892787222, -0.9796314138601134] User Vector: [0.3520245473391324, 0.4801864800198373] Predicted: -0.5943519099644727 Movie Vector: [-0.6770833909124317, -0.7369569182418833] User Vector: [1.522261621961982, -0.39775925494578307] Predicted: -0.7375666261268453 Movie Vector: [-0.12855872666953888, -0.6847586959371867] User Vector: [0.6166786256620821, 0.515903410575089] Predicted: -0.43254876553438354 Movie Vector: [-0.7158672453335572, 1.2592605578539162] User Vector: [1.7181806314092485, -0.6892163903889013] Predicted: -2.097892251835601 Movie Vector: [-1.334035443458954, -0.5459833108277162] User Vector: [0.4880279358920687, -0.6179078141614454] Predicted: -0.31367920971595076 Movie Vector: [0.9284774523197057, -0.7319063890894926] User Vector: [1.00297807273302, -0.2663091856896174] Predicted: 1.126155920183134 Movie Vector: [0.008128199434226602, 0.6024414687047265] User Vector: [0.45043503249779726, -0.8972932734400154] Predicted: -0.5369054517337701 Movie Vector: [-0.3267149690390985, -0.43837567848391545] User Vector: [-1.1783038341024774, -0.8607513261045916] Predicted: 0.7623019472644723 Movie Vector: [-0.056866440852901615, 1.5946725877478012] User Vector: [0.190541786642253, -0.5113668337792584] Predicted: -0.8262981053512676 Movie Vector: [-1.004242423234587, -0.6755151752373726] User Vector: [0.2171663281642977, 0.626832143108803] Predicted: -0.6415222646372327 Movie Vector: [1.267243398780836, 0.27909524455155965] User Vector: [0.48559843567350014, 0.3142703219282773] Predicted: 0.7030827644194134 Movie Vector: [1.0398212473052395, -0.9433727943646055] User Vector: [-0.5222986191436454, -0.2926731930054691] Predicted: -0.2669972737025687 Movie Vector: [-0.9342270375934619, 0.293001448028015] User Vector: [-0.25613743775829956, -1.1477561230348932] Predicted: -0.09700368633852827 Movie Vector: [0.9180878172784039, -0.6979922369194503] User Vector: [-0.29456718781527985, 0.695758199569822] Predicted: -0.7560723685759574 Movie Vector: [-0.409632459897829, -0.6462340831258426] User Vector: [1.0452717374495941, -0.18691818619919465] Predicted: -0.30738433039517277 Movie Vector: [0.1293978714684058, -0.3645827555328701] User Vector: [-0.10922947568336469, 0.24033717857912634] Predicted: -0.10175685247841074 Movie Vector: [-0.4291876307362038, 0.18528144203708286] User Vector: [1.5445508940426291, -0.02605316646846169] Predicted: -0.6677293070185502 Movie Vector: [0.25781131769360466, -0.39391182063189967] User Vector: [0.8132416574220404, -0.5389199002626643] Predicted: 0.42194982239053513 Movie Vector: [1.5122448317201307, 1.3602252134928812] User Vector: [-0.7286891734285124, 0.46907417032078336] Predicted: -0.46390992297909805 Movie Vector: [-0.5819474772268991, -1.5123988139656042] User Vector: [0.6758670976986111, 0.8805369645276994] Predicted: -1.7250422132509386 Movie Vector: [-0.028178207109778378, 0.11175035199440506] User Vector: [0.8732382351846979, 0.14469763003137545] Predicted: -0.008436276758449376 Movie Vector: [-0.8701285933766129, -0.9632197353998307] User Vector: [2.0568227626966564, 0.3295176040531509] Predicted: -2.1070981567159026 Movie Vector: [1.217396606375235, 0.26647387986972465] User Vector: [1.7233091648925107, -0.3381801730340136] Predicted: 2.0078345462720946 Movie Vector: [0.7196626374293291, -0.47587122910601376] User Vector: [0.4380175471639789, -0.549600285644065] Predicted: 0.5767638266788121 Movie Vector: [1.7184708096453103, 0.9304838636397978] User Vector: [0.4562860725931571, -0.8601907274694819] Predicted: -0.016279294963890356 Movie Vector: [0.909691756414299, -0.21557700607498043] User Vector: [0.17234736374542958, -0.8088881148212718] Predicted: 0.33116065408175865 Movie Vector: [0.28175720894522865, -0.6775623665645091] User Vector: [0.279015591138185, 0.14160604670143734] Predicted: -0.017332273911572188 Movie Vector: [1.3203849726496273, 0.5217386288633944] User Vector: [0.7024281534663457, -0.20335043197615046] Predicted: 0.8213798026449735 Movie Vector: [0.626011673600294, 0.5082826733357769] User Vector: [0.3134800120096912, -0.838460888455706] Predicted: -0.22993299491332986 Movie Vector: [-0.19356013543687023, 0.3060774984882448] User Vector: [-0.062166296444358865, -0.4469083720374546] Predicted: -0.12475567980729921 Movie Vector: [0.9649981998593287, -0.2189284984688668] User Vector: [-0.5978781939168397, -0.48667983990215574] Predicted: -0.4704032942800495 Movie Vector: [-0.9058563779733051, 0.43153901774572423] User Vector: [-1.331032901545471, -0.010900871787175609] Predicted: 1.201020491653669 Movie Vector: [1.27202916077377, 0.20780410934184776] User Vector: [5.5952005293485874e-05, -0.3482503997740458] Predicted: -0.07229669157065094 Movie Vector: [-0.2613436942472883, 0.08356576715940743] User Vector: [0.30978369202721323, 0.25186210495999817] Predicted: -0.0599129644725907 Movie Vector: [-0.6241573988453718, -0.3135368682671689] User Vector: [0.7782304381646663, -0.8045288566368984] Predicted: -0.2334888278466528 Movie Vector: [0.1546259979296128, -0.38932448278681814] User Vector: [-0.181585740029781, 0.8089349379798572] Predicted: -0.3430160525990868 Movie Vector: [0.10849880084316264, -0.40405870422328793] User Vector: [-0.22767505784656, -0.7868998629246957] Predicted: 0.293251268208586 Movie Vector: [1.7414370739094194, -0.9687334518656265] User Vector: [1.2327523108118452, 1.3523588277494396] Predicted: 0.8366853416285878 Movie Vector: [0.22251510989993367, -0.908667391118611] User Vector: [0.8180551915567583, 0.2881875159661336] Predicted: -0.07983695743243632 Movie Vector: [0.39961269923485, -0.2769751196977516] User Vector: [-0.7788937399228857, -0.967150867882766] Predicted: -0.043379102430098126 Movie Vector: [0.5974827086188164, 0.14373407510929884] User Vector: [-0.18842415239037594, 0.691276749347322] Predicted: -0.013220148727406511 Movie Vector: [-0.19824684009171178, 0.09348460207186213] User Vector: [0.7500859989573332, 0.19333210670168288] Predicted: -0.1306286040276047 Movie Vector: [0.8722384127497941, -0.7169085906878265] User Vector: [-0.7421485291821878, -0.9926193005995217] Predicted: 0.06428684876387347 Movie Vector: [0.14311327802900142, -0.12847016428496585] User Vector: [-0.04711005250530816, -0.022716263404383662] Predicted: -0.0038237119506512956 Movie Vector: [0.6612309130123221, -0.8577025398037481] User Vector: [-0.4851807639696905, -0.24582512047244692] Predicted: -0.10997168935891433 Movie Vector: [1.6521363725062626, 1.284458719366447] User Vector: [-0.25543718972700336, -0.8719100490788487] Predicted: -1.5419495370813192 Movie Vector: [1.0776587595572922, -0.9042327334326266] User Vector: [-0.10960052991215447, 0.1616319500484062] Predicted: -0.2642648711142704 Movie Vector: [-0.34868762234305756, -0.8505996971147908] User Vector: [0.7309796691917534, -0.16406936960898727] Predicted: -0.11532620673636801 Movie Vector: [0.6525247188572083, -0.34043643127571643] User Vector: [0.2950746166158349, 0.321735178063719] Predicted: 0.08301310541327653 Movie Vector: [-0.8794078930597224, -0.39283035518099857] User Vector: [-0.10681226231223279, 0.018741745026507245] Predicted: 0.08656922019746847 Movie Vector: [0.4695894623407436, 0.6112010718693985] User Vector: [1.4002426698330406, -0.12385982744215712] Predicted: 0.5818359431792597 Movie Vector: [-0.17752597460173897, 0.5356763787741499] User Vector: [-0.2306572331273464, -0.4415131358645965] Predicted: -0.19556050769129363 Movie Vector: [0.022197425126200432, -0.5586385263057262] User Vector: [0.23295701460584206, -0.6317660173938151] Predicted: 0.35809988281625504 Movie Vector: [0.5771683560904703, 0.8419944500296904] User Vector: [0.6476989574966017, -0.0433933313170137] Predicted: 0.33729439840259995 Movie Vector: [0.41911629269374195, 0.4959914983858931] User Vector: [-0.2572068644047064, 0.3055728488766895] Predicted: 0.043761947715712776 Movie Vector: [-0.7405705664666948, 0.43383085199644483] User Vector: [0.3714638008363346, 0.4803694113287053] Predicted: -0.06669608641747296 Movie Vector: [-1.2340831756591797, -0.4083728790283203] User Vector: [0.9699893049085073, -0.051249842075293706] Predicted: -1.1761184361988966 Movie Vector: [-0.6179471260085435, 0.6853839127596881] User Vector: [1.060778959333038, -0.41335675675895994] Predicted: -0.9388133805632951 Movie Vector: [1.5884334718150213, 1.0670150521873385] User Vector: [-0.2195448006409825, 0.6853218148964169] Predicted: 0.3825163821857292 Movie Vector: [-0.8239695551583026, 0.9491734796493478] User Vector: [1.8176945299044314, 0.06480611787738] Predicted: -1.4362127048107955 Movie Vector: [0.2458057662774255, -0.7336257032853863] User Vector: [-0.15136629642769522, 0.7328470264512728] Predicted: -0.5748421236629047 Movie Vector: [0.7866636291252418, -0.6740445017997151] User Vector: [0.08396089799456471, 0.2797658529192479] Predicted: -0.12252565023050828 Movie Vector: [0.3631455980201638, -0.1828430478327297] User Vector: [0.1735625625055539, 0.05009929498435382] Predicted: 0.05386817276578118 Movie Vector: [0.9613889968332063, 0.4283245614922248] User Vector: [0.229897742507315, 0.15472139425627024] Predicted: 0.287292133391609 Movie Vector: [-0.05999234051101138, 0.15684431132145502] User Vector: [1.120713676710106, -1.412051774055823] Predicted: -0.28870652456056456 Movie Vector: [-0.2833535917733497, -0.3133497912413598] User Vector: [0.40516686258564316, -0.06207876305185406] Predicted: -0.0953531183383609 Movie Vector: [0.542184304970313, -0.6366916636356091] User Vector: [-1.2821237784758228, -0.5695379582062547] Predicted: -0.33252731960485715 Movie Vector: [0.363408810427002, -0.4563181624162143] User Vector: [-1.0912254613191312, -0.7409138026856391] Predicted: -0.05846852185532153 Movie Vector: [0.784286936782803, -1.2477553329499895] User Vector: [0.9636529163192056, 0.34816321825433605] Predicted: 0.32135788154792566 Movie Vector: [-0.08736807335567137, -0.6851141287632541] User Vector: [0.48524986653000945, -0.23464016207216132] Predicted: 0.11835994427611393 Movie Vector: [-0.4792578715286795, -0.004006211090656242] User Vector: [0.26203722266661555, 0.2671292433264441] Predicted: -0.12665357773374183 Movie Vector: [0.8974157521721319, -0.1911657476043208] User Vector: [0.2734060729891487, 0.5541798566210567] Predicted: 0.13941871004176606 Movie Vector: [1.562574000457588, 1.1477368902413336] User Vector: [0.8168069405214005, -0.8497985597568165] Predicted: 0.30097613234519516 Movie Vector: [0.8239362252722134, 0.7731183943044744] User Vector: [1.2618938894824359, 0.1946103617489169] Predicted: 1.1901769383845655 Movie Vector: [0.287411047270696, 0.12919818706913475] User Vector: [0.578317046363182, 0.6270182403895355] Predicted: 0.24722432786734472 Movie Vector: [1.2219492402939214, 0.04676264366616335] User Vector: [0.23316904530771757, -0.49293843541715665] Predicted: 0.26186963336905583 Movie Vector: [-0.44536593781868494, -0.525050248968035] User Vector: [0.692817160451327, 0.31643932554212073] Predicted: -0.4747037110604511 Movie Vector: [0.6279068896504294, -1.0510205552304894] User Vector: [1.5395381616362867, 1.7967518909311149] Predicted: -0.9217365514466714 Movie Vector: [0.9381459219316521, -0.3491226304695666] User Vector: [-0.28221649623571904, -0.13795260892919492] Predicted: -0.21659787733587932
avg loss: 14.461452825428212: 32%|██████████████▌ | 22623/70000 [00:36<01:22, 574.55it/s]
Movie Vector: [-0.0475670120671773, 0.23299503215350692] User Vector: [0.1194074460401178, 2.438173153701915] Predicted: 0.5624023769158939 Movie Vector: [0.06842709476754735, 0.22234636292386153] User Vector: [0.9623153001808926, 0.1331522823749926] Predicted: 0.09545436594282931 Movie Vector: [-0.3220998731257868, -0.6379077780413951] User Vector: [1.493027855110012, -0.0038105334848573744] Predicted: -0.4784733137557228 Movie Vector: [-0.1413666941600594, 1.3666971076658294] User Vector: [-0.4257467245996105, -1.30638248077982] Predicted: -1.725242750980971 Movie Vector: [-1.009219857902629, 0.6239275960472705] User Vector: [-0.5148130509178646, -0.9811863766753001] Predicted: -0.0926297031796054 Movie Vector: [1.1933871082311815, -0.3358101783965076] User Vector: [1.2923896221548312, 0.4084980512666663] Predicted: 1.4051433104208584 Movie Vector: [-0.7506675407657211, -0.07490887908765687] User Vector: [0.31526261585283705, -1.4194318304073494] Predicted: -0.1303293651804618 Movie Vector: [0.6849711247589941, 0.5921492774082925] User Vector: [-0.03928641666952497, -0.7452408436118925] Predicted: -0.4682038880538034 Movie Vector: [0.4594371672771398, 1.521809963938815] User Vector: [0.1565853484892798, -0.5515818058451663] Predicted: -0.7674615591155205 Movie Vector: [0.28081446345153493, 0.2517336779572773] User Vector: [0.3643270892383821, 0.9023276368603146] Predicted: 0.3294545708346812 Movie Vector: [-0.3370358916858884, -0.47557126852263465] User Vector: [-0.3480962716516828, -1.1212782692215846] Predicted: 0.6505686661692314 Movie Vector: [0.33288020742227853, -0.043910044096117345] User Vector: [0.29806052259909455, 0.16364022349647053] Predicted: 0.09203299915755081 Movie Vector: [1.8012033005544597, -0.0661810825725252] User Vector: [1.553956997659451, -0.40033553154724666] Predicted: 2.825487111973946 Movie Vector: [1.8151032838931074, -1.0546966609602266] User Vector: [0.5668987015364961, -0.031014541968261852] Predicted: 1.0616906286487693 Movie Vector: [-0.35479958078300267, 1.4645306458350957] User Vector: [0.40601387178727155, -0.5773929118917478] Predicted: -0.9896631656556357 Movie Vector: [-0.18074659367176804, -0.30089556059871236] User Vector: [0.8103396876769631, 0.10854782770865355] Predicted: -0.1791276977348232 Movie Vector: [0.5029882359895476, -0.7644820117216554] User Vector: [-0.5424194955218948, 0.003465130942459718] Predicted: -0.27547965549266873 Movie Vector: [0.7089135654679416, 0.26002983521110273] User Vector: [-0.08845906095614253, 0.995901854504855] Predicted: 0.1962543668129641 Movie Vector: [0.036247944754563305, 0.12355731528997715] User Vector: [0.31470102788172327, 1.1708915354115002] Predicted: 0.15607948008406516 Movie Vector: [0.8204537752906478, 0.006598736308084094] User Vector: [0.2904008706751319, -0.300818415440121] Predicted: 0.23627546929299806 Movie Vector: [1.6389492613195698, 0.4538994739844473] User Vector: [0.011833357227800767, 0.011387014754994124] Predicted: 0.024562832094979628 Movie Vector: [1.319398544091542, -0.21380024765400846] User Vector: [0.21330124204625167, -0.7239764176663869] Predicted: 0.4362156856014774 Movie Vector: [0.06889538882135952, 0.033493483878027475] User Vector: [0.5835591783937827, 0.1352952152880938] Predicted: 0.044736044607738785 Movie Vector: [0.2726671898734127, -0.927546751145953] User Vector: [-0.25430828450348836, 0.03329622994323497] Predicted: -0.10022533520635071 Movie Vector: [-0.3048737607525901, -0.872661899545501] User Vector: [0.7816488397566576, -0.3947604717955049] Predicted: 0.10618820181803262 Movie Vector: [0.9048770577496565, 0.40225595922733126] User Vector: [1.0930644959937126, -0.46957924630982384] Predicted: 0.8001979349077964 Movie Vector: [0.49477659397707235, -0.4433817157485216] User Vector: [-0.08938356241093723, -0.4038695889536487] Predicted: 0.13484349672169835 Movie Vector: [1.0193996672599526, 0.06668263770214132] User Vector: [0.06429764146066261, -0.5247663321322836] Predicted: 0.030552191106740567 Movie Vector: [0.6877666156557323, -0.40200417200471356] User Vector: [-0.13556820859074187, -0.16607374782145728] Predicted: -0.026476948528280378 Movie Vector: [0.10923639770144689, -0.32022154542146847] User Vector: [0.8659593839797521, -0.8136952631538197] Predicted: 0.3551570383309568 Movie Vector: [0.5274616684841048, 1.0150598160450133] User Vector: [-0.24467734651601977, -0.03603565422891214] Predicted: -0.16563626598626452 Movie Vector: [-0.44064599513646674, 0.11206607354049467] User Vector: [0.3266411228938829, 0.15987017231512873] Predicted: -0.1260170801624692 Movie Vector: [1.2357893833094908, -0.10093021568364993] User Vector: [1.20219210228278, 1.3884621794416279] Predicted: 1.3455184494599428 Movie Vector: [0.3374219211768253, -0.6941683445507045] User Vector: [-0.2036444880858916, 0.41665758188996566] Predicted: -0.3579446182720697 Movie Vector: [-0.31667950410784496, -0.025719243787919198] User Vector: [-1.4550583430285535, -0.4482182186701754] Predicted: 0.47231498815443 Movie Vector: [-0.6907474949463691, -0.1428824156816187] User Vector: [-0.05750873808770296, 0.15667716651964805] Predicted: 0.017337604737129125 Movie Vector: [0.39396613185654106, -0.17394661882204077] User Vector: [1.0654843988512706, 0.16846425455059194] Predicted: 0.39046097969747595 Movie Vector: [0.5549751795416521, 0.2996825888771639] User Vector: [-1.15848551214157, 0.1803159047540694] Predicted: -0.588893167944743 Movie Vector: [-0.15011086780184227, -0.96653524301641] User Vector: [-0.15523604780604888, 1.0059381825201745] Predicted: -0.9489720878513284 Movie Vector: [1.4732284857596227, 0.35109880107249225] User Vector: [0.8042078599994622, -0.9406346653497922] Predicted: 0.8545262245714573 Movie Vector: [0.9963814678620573, -0.4027693308440816] User Vector: [0.34263072034135145, -0.011373952119403341] Predicted: 0.3459719791525345 Movie Vector: [-0.9416928417822621, 1.5245920598071978] User Vector: [1.1906036942338754, -0.20701374375594078] Predicted: -1.4367944862608266 Movie Vector: [0.8447241507144465, -0.3168329806489896] User Vector: [1.4854421254725378, 0.35417452528598103] Predicted: 1.1425746673589536 Movie Vector: [0.7323259306152803, 0.05065018453319574] User Vector: [-0.1101358377849797, -0.8603080350925714] Predicted: -0.12423009063280858 Movie Vector: [0.5129398588364636, -0.7898021900954532] User Vector: [0.8887917500657262, -0.8806273087679758] Predicted: 1.1514180919365393 Movie Vector: [1.8398539540039645, 0.03768366319806557] User Vector: [-1.167760075479975, -0.15052650511436996] Predicted: -2.154180382320912 Movie Vector: [0.8275609266618866, -0.5759558030257974] User Vector: [0.07168460615386907, -0.7812394471488714] Predicted: 0.5092827722341465 Movie Vector: [0.5161082486347165, 0.3303480246899311] User Vector: [-0.5857336325632454, 0.6009521855455583] Predicted: -0.10377859184059501 Movie Vector: [1.3235851454553407, 0.20832549164732914] User Vector: [-0.08534533841374026, 0.17304283686801783] Predicted: -0.07691258809170728 Movie Vector: [-0.09911254178794252, 0.05578425428832534] User Vector: [-0.9879917737920427, -0.6801399315064294] Predicted: 0.059981277075308446 Movie Vector: [-0.679203655045175, 0.5583584841000603] User Vector: [0.1855676032804232, -0.717408667274907] Predicted: -0.526609410345898 Movie Vector: [0.2673216053103345, 0.014768429621195026] User Vector: [-1.4867463776779037, -0.34042854672108824] Predicted: -0.4024670234034782 Movie Vector: [1.037485429660986, -0.4836838431064459] User Vector: [0.7469836774011241, 0.07383446499662313] Predicted: 0.7392721437149736 Movie Vector: [0.6407716801833242, 0.7360117764966311] User Vector: [0.5862840924883889, -0.5311159280426582] Predicted: -0.015233334715793356 Movie Vector: [1.0881648380455007, -0.4732529018391974] User Vector: [0.5032441393487542, 0.01810300738967653] Predicted: 0.5390452766126036 Movie Vector: [0.7015233042966696, 0.8551425242927234] User Vector: [0.3412647711795005, 0.10696320948622925] Predicted: 0.3308739788843955 Movie Vector: [-0.7468406751499636, -1.3129594567167424] User Vector: [0.9018655442327177, -0.19283587015458467] Predicted: -0.42036419263558844 Movie Vector: [0.2710056369044539, -1.9547321664805901] User Vector: [0.8199479119312537, -0.5491664361672075] Predicted: 1.2956838036289569 Movie Vector: [0.9630355798891987, -0.9864001079281667] User Vector: [0.9843051983906652, -0.2830986878125913] Predicted: 1.2271695037327695 Movie Vector: [0.8422919121719109, -0.3610570847786619] User Vector: [-0.14642277808546916, -0.1884870289736196] Predicted: -0.055276144539326916 Movie Vector: [-0.11651943182527505, 1.8216731290042816] User Vector: [1.5393958938778922, 0.12532187019444108] Predicted: 0.04892594850096249 Movie Vector: [1.483402531717047, -0.09813687712855451] User Vector: [0.6112297546232969, -0.3308974981661795] Predicted: 0.9391730125886685 Movie Vector: [0.06027638280307014, -0.5707270011573322] User Vector: [0.48285598477784597, -0.9219491059194843] Predicted: 0.5552860606183337 Movie Vector: [-0.14141382102861902, 0.3995989405227395] User Vector: [1.418061034582645, 0.059523982329144104] Predicted: -0.17674770907770823 Movie Vector: [1.2943379582526917, 0.25137499905282135] User Vector: [1.0492929085486544, 0.6741621975888519] Predicted: 1.5276071626402394 Movie Vector: [-0.41451953708027867, -1.073522935954129] User Vector: [-0.09658793635988024, -0.4952257541770877] Predicted: 0.5716737922517219 Movie Vector: [1.0527206692439275, -0.40463956413292507] User Vector: [1.5622994951955926, -0.8772234264034506] Predicted: 1.9996242750488378 Movie Vector: [1.3681571425135215, -0.28660484393198277] User Vector: [1.1472045004374374, 0.13238263683964704] Predicted: 1.5316145262264047 Movie Vector: [1.4208588268605788, 0.49265180830348265] User Vector: [0.09298739988320774, -0.7644206575707211] Predicted: -0.24447125134588296 Movie Vector: [-1.2166590211839297, -0.7234006203627544] User Vector: [1.4259848614808792, 0.01559305541474032] Predicted: -1.746217371752802 Movie Vector: [0.3764424889290226, -0.11358911752672483] User Vector: [0.8948234883874691, 0.12021047101182536] Predicted: 0.323194979801024 Movie Vector: [-0.4686539711005366, -1.3647971326218955] User Vector: [1.173176267584157, 0.15355556167986123] Predicted: -0.7593859068830402 Movie Vector: [-0.003801436446590478, -0.19188852573297077] User Vector: [1.2017099734864989, -0.0027773475264219263] Predicted: -0.0040352829691496376 Movie Vector: [0.40503439971333, -0.59195883170721] User Vector: [0.6119672720320114, 0.4271504585633702] Predicted: -0.004987689742681767 Movie Vector: [0.08879283010115167, 0.27621152053084175] User Vector: [0.6667378243597507, 0.347103153468212] Predicted: 0.15507542816089182 Movie Vector: [0.022314667712556857, 0.8528111586097709] User Vector: [0.46605738963820836, -0.38514178788924963] Predicted: -0.31805329857411135 Movie Vector: [-0.40264732939661974, -0.5161794876227124] User Vector: [0.8829318050955196, -0.21749202944637736] Predicted: -0.2432452090393928 Movie Vector: [1.4225810617438266, 0.3798643132313218] User Vector: [-0.8749523676912933, -0.09221649670831378] Predicted: -1.279720424396257 Movie Vector: [1.3961013625508556, 0.3606280081446399] User Vector: [0.18889255695878834, -0.36395336330873024] Predicted: 0.13246137967830962 Movie Vector: [0.642006016509473, 1.0979404550770955] User Vector: [0.7926155417926014, 0.07904178444847901] Predicted: 0.5956471193972345 Movie Vector: [1.175330530324407, 0.3538050914282757] User Vector: [0.5258932609670994, -0.9050461183249997] Predicted: 0.29788848066571016 Movie Vector: [0.571497348826159, -0.9031675826591232] User Vector: [0.5929689421869716, -0.7342821315693727] Predicted: 1.0020599961554049 Movie Vector: [-0.8669671804081496, 0.47875225528269594] User Vector: [0.8090710134904769, 0.2553804350152643] Predicted: -0.579174056097169 Movie Vector: [-0.1571230748206467, 0.07386825567053001] User Vector: [-0.13747351603931102, 0.28052595783103473] Predicted: 0.042322224721785234 Movie Vector: [-0.14090542623364688, 0.0270137621462111] User Vector: [-0.11182404008894514, 0.6148302034314838] Predicted: 0.032365490907705914 Movie Vector: [0.7734508791068481, -0.5410091896461684] User Vector: [0.5064669814773003, -0.07760182105730494] Predicted: 0.4337106303874892 Movie Vector: [0.7168418941843604, -0.07030082673702719] User Vector: [-0.3694294260398554, -0.43136302863281445] Predicted: -0.23449731199317625 Movie Vector: [0.6173104080794087, 0.4231010907663739] User Vector: [0.06828333060270023, -0.5656505657110455] Predicted: -0.1971753606655858 Movie Vector: [0.6739240208158128, -0.713643297288783] User Vector: [0.4113026965008629, 0.480335224402925] Predicted:
avg loss: 14.454008198533533: 32%|██████████████▌ | 22747/70000 [00:37<01:21, 580.89it/s]
-0.06560124634860343 Movie Vector: [0.6770718373720228, 0.4423043158349505] User Vector: [0.702167334811846, 0.7350179599659212] Predicted: 0.8005193434328007 Movie Vector: [1.4517915070992242, 0.09547654230945476] User Vector: [-0.30123711635052397, 0.5072058229397709] Predicted: -0.38890722892724067 Movie Vector: [0.840985383853103, -0.5806253689329074] User Vector: [-0.16953851611582899, 0.1085633032328727] Predicted: -0.20561402204571771 Movie Vector: [0.2795954142196429, -0.09554564257834106] User Vector: [-0.918229243472757, 0.5632873491947358] Predicted: -0.3105523374124163 Movie Vector: [1.4489800173852303, 0.1358482717692228] User Vector: [-0.20768949140640905, 0.2752837561024919] Predicted: -0.2635411003561245 Movie Vector: [0.7969665210658397, 0.8195689700512664] User Vector: [1.7302102882549342, -0.40681155431213295] Predicted: 1.045509547570309 Movie Vector: [0.9997984389037152, 0.4541741516836791] User Vector: [0.1730393182075758, 0.26638529228657554] Predicted: 0.2939897543581618 Movie Vector: [-0.14985065569968248, -0.9031452909838517] User Vector: [0.6519537867640943, 1.1021924823673241] Predicted: -1.0931356526403413 Movie Vector: [0.444377633004021, -0.9631936644451546] User Vector: [1.0864161832353638, -0.5046084616027482] Predicted: 0.9688147252045769 Movie Vector: [0.6796948865087846, -0.11367540549582386] User Vector: [1.116444942509408, 0.4826149725893307] Predicted: 0.7039804657847906 Movie Vector: [0.03469743041645359, -0.5775787721420806] User Vector: [0.7913977847415864, -0.05480097742994514] Predicted: 0.059111350823980294 Movie Vector: [0.26673999517125585, -0.04389447319246875] User Vector: [-0.8134653373656703, -0.7833725197937131] Predicted: -0.18259801609110107 Movie Vector: [-0.443153594655721, 0.2789294550747496] User Vector: [1.7441823490079196, -0.29392546671915476] Predicted: -0.8549251479624842 Movie Vector: [-0.32884805420068375, -1.3689338324172313] User Vector: [0.1511883974551595, 0.2176808003298415] Predicted: -0.3477086225600289 Movie Vector: [-0.33324427513649374, -0.4371053855707221] User Vector: [-0.15158994307702514, 0.5066138974596183] Predicted: -0.17092718228588713 Movie Vector: [-0.9943116924567075, 0.8909003681542527] User Vector: [-0.7006793934549596, -0.8662786691255573] Predicted: -0.075074271672395 Movie Vector: [1.4391015347402998, 0.350673268390274] User Vector: [0.9560883537730317, 0.2093406651614785] Predicted: 1.4493183925212663 Movie Vector: [0.7705532658918793, 1.7535811199528484] User Vector: [0.888032733217438, -0.7826026398287721] Predicted: -0.688080690829405 Movie Vector: [1.595096954455786, -0.15860416420645962] User Vector: [0.34693268293609225, -1.1212349297134339] Predicted: 0.7312237948588233 Movie Vector: [0.6003707754262837, 0.27648920611208155] User Vector: [0.9273451305876492, -0.1386762694388119] Predicted: 0.5184084234949731 Movie Vector: [-0.21182215133755233, -0.08495358246506102] User Vector: [1.0115659367302483, -0.5151996379535484] Predicted: -0.1705040180091312 Movie Vector: [1.4789125339221108, 0.3858412824295177] User Vector: [0.5879632243496509, -0.5265607414597474] Predicted: 0.66637731021409 Movie Vector: [-0.24536469581647738, 1.3089031382940064] User Vector: [1.106435991989315, -1.3747241150876535] Predicted: -2.070861039141541 Movie Vector: [-0.02712758742652062, -0.7601595030597244] User Vector: [-0.5240947320776432, 0.8004260146587555] Predicted: -0.5942340158748601 Movie Vector: [1.041560862189559, -1.0089849773524997] User Vector: [1.7467089188409703, -0.5645659089957323] Predicted: 2.388942168404246 Movie Vector: [0.6248095855046334, -0.9691849066738061] User Vector: [-0.10623100206736197, -0.5805047792297457] Predicted: 0.49624232191202927 Movie Vector: [0.10484534925133454, 0.378784064363881] User Vector: [0.977875603739031, 1.5181960035065947] Predicted: 0.6775941619076072 Movie Vector: [1.2433610322246575, -0.7613315664787937] User Vector: [1.5946491499267004, 0.7157851019215415] Predicted: 1.4377748201809246 Movie Vector: [1.5882675400586632, 1.1210055638227425] User Vector: [1.079033212381349, -0.8751384760904234] Predicted: 0.7327583250578016 Movie Vector: [0.4255385905972238, -0.10124127409860366] User Vector: [1.409597833658721, -0.8747153814965948] Predicted: 0.6883955751403934 Movie Vector: [1.9356822967529297, 0.35574913024902344] User Vector: [0.03572320739385102, -0.11919968020113701] Predicted: 0.026743597577994556 Movie Vector: [1.4620069005917598, -0.3012182304490003] User Vector: [0.7869145246028152, -0.39492184820071463] Predicted: 1.2694321254258678 Movie Vector: [0.16148388303915753, -0.08345167505500903] User Vector: [0.7853460952262941, -0.41562156093301406] Predicted: 0.16150505243561947 Movie Vector: [0.11339639685458193, -0.6721525835362144] User Vector: [-0.7543536003954199, 0.40276949735833784] Predicted: -0.356263538458111 Movie Vector: [0.2928034226433741, -0.0585062011276455] User Vector: [-0.6322957465806276, -0.03227794828508694] Predicted: -0.18324989858730023 Movie Vector: [1.5941106126401166, -0.3675159546429266] User Vector: [0.7688014332119526, 0.13327541942301752] Predicted: 1.1765736806964187 Movie Vector: [1.0838332166359292, 0.8326096227149304] User Vector: [0.02746452267762564, -0.027449717060394813] Predicted: 0.006912063391774512 Movie Vector: [1.1469146177003111, -0.2704285812514476] User Vector: [1.5239223076489181, 0.36723702375373285] Predicted: 1.6484973835654086 Movie Vector: [1.614960894119246, 1.0231720673486095] User Vector: [1.0175459853712463, -0.1194397879604815] Predicted: 1.5210895195713916 Movie Vector: [0.9789696643058242, -0.012245755621175261] User Vector: [-0.023157357320678237, 0.15850440087126239] Predicted: -0.024611356480384674 Movie Vector: [0.8447301951987605, 0.5862799612136143] User Vector: [1.2438905175007737, -0.6431216705152455] Predicted: 0.6737025316090028 Movie Vector: [-0.6310629758355452, 0.7481078769920375] User Vector: [0.6455886631275995, 0.0666719129553423] Predicted: -0.3575293196629752 Movie Vector: [-0.9147123903200092, 0.41521439624610823] User Vector: [0.8902836604997136, -0.5857709510720299] Predicted: -1.0575740269464222 Movie Vector: [1.1795562746982498, 1.111685904275682] User Vector: [1.7273631004650034, 0.16886359993598457] Predicted: 2.2252452676298002 Movie Vector: [1.2926119382285535, -0.19781886411348065] User Vector: [0.6147695658676944, 0.38081816380280537] Predicted: 0.7193254635029145 Movie Vector: [1.3611393317325755, 0.339862954883188] User Vector: [1.706861624706953, 1.5166778832107575] Predicted: 2.8387391182075867 Movie Vector: [1.1465638656590063, -0.04239956295686731] User Vector: [0.47139756628879903, -0.18105350410950205] Predicted: 0.5481640053123854 Movie Vector: [0.49702548650160716, 0.6509395137584099] User Vector: [1.836168637237715, -0.29784816294154837] Predicted: 0.7187414718630613 Movie Vector: [-1.7167801289826994, -0.3270645146334776] User Vector: [0.26465511207430265, 0.17563459301487358] Predicted: -0.51179848036011 Movie Vector: [1.1681930709343193, -1.0499146521637794] User Vector: [0.42540630912972655, 0.5889382002392831] Predicted: -0.12137814299309962 Movie Vector: [0.2915249721606461, 0.11634030009255354] User Vector: [0.6140742455493993, 1.0206698934792409] Predicted: 0.2977630190411679 Movie Vector: [0.08978222075688996, -0.6592478651933342] User Vector: [0.5993015759104716, 0.03309694099575056] Predicted: 0.03198753869246771 Movie Vector: [-0.21658724333799595, 0.33672422526973234] User Vector: [0.04816108698317462, 1.2762437235291597] Predicted: 0.41931110199486754 Movie Vector: [-1.4335506687688915, -0.016865376207550853] User Vector: [0.18635136467733143, -1.0195141030569508] Predicted: -0.2499496345622248 Movie Vector: [0.18397805233621728, -0.6019484372707514] User Vector: [1.0611336464164738, -0.3617910964911267] Predicted: 0.4130048866874364 Movie Vector: [0.958579364058547, 0.15905431376787682] User Vector: [0.6649471278305668, -0.47739583316500434] Predicted: 0.5614727282886786 Movie Vector: [0.9807155165121538, 0.12908333194594993] User Vector: [1.3607428365894443, 0.08765011335633936] Predicted: 1.3458157825035066 Movie Vector: [0.4940286466824065, 0.07565461419436594] User Vector: [0.918906692580043, -1.2193364910997233] Predicted: 0.36171779795546327 Movie Vector: [1.3580769239553254, 0.11559428870113052] User Vector: [-0.593259707677605, -0.49143053442747064] Predicted: -0.8624988819825973 Movie Vector: [0.13462536249086174, -0.13256300041790833] User Vector: [0.6821035072663285, -0.49127196149894486] Predicted: 0.15695291715950888 Movie Vector: [1.0247910056069736, -0.6715535652460538] User Vector: [1.6404485883348314, 0.07669519745000747] Predicted: 1.6296120252013895 Movie Vector: [-0.07842483476052578, 1.1637299495563918] User Vector: [0.35241634512652986, -0.1680230408085992] Predicted: -0.22317163843795923 Movie Vector: [1.2223750398150277, -0.5412942360462636] User Vector: [0.984114768326637, 1.540736785120697] Predicted: 0.3689653880655459 Movie Vector: [-0.8568868228896233, 0.1364592517082974] User Vector: [0.11925338278075001, 0.03247910439496702] Predicted: -0.0977545780079441 Movie Vector: [0.3276662216741868, -1.0687320608575581] User Vector: [0.3142843919689597, 0.0842086845199307] Predicted: 0.012983858298548673 Movie Vector: [1.005607544344929, -0.5273494842211803] User Vector: [0.23559596670773594, -0.6981800408587855] Predicted: 0.6051019659789392 Movie Vector: [0.802239522127196, -0.6221441160873954] User Vector: [1.11423559424846, -0.2899300772665047] Predicted: 1.0742621223151168 Movie Vector: [0.3279918156321078, -0.3659066339525466] User Vector: [-0.2878227199347853, -0.0877142184786516] Predicted: -0.06230828205828022 Movie Vector: [0.22145578871165983, -0.6157341443692262] User Vector: [0.6108660699874072, 0.8545580776269668] Predicted: -0.3909007594151979 Movie Vector: [-0.9579333495733467, -1.131592470552987] User Vector: [1.5389088081252091, -0.15051463510843321] Predicted: -1.3038508414585752 Movie Vector: [1.4386195324099544, 0.34664654057875977] User Vector: [0.04713001168596183, 0.5024084275931312] Predicted: 0.24196029875690733 Movie Vector: [0.20222943094027573, -0.06312989602987541] User Vector: [0.6420617516502377, 0.39421891176466295] Predicted: 0.10495678375203042 Movie Vector: [1.038160162835317, -0.5722254446421426] User Vector: [0.12049939087048847, -0.10361909986094552] Predicted: 0.18439115273901097 Movie Vector: [1.0614691115566655, 0.08518507713961211] User Vector: [-0.41550785371426147, 0.9173666955053918] Predicted: -0.3629027996049562 Movie Vector: [-0.5737005458557793, -0.7562105451977851] User Vector: [1.410572657035914, 0.08068420353059469] Predicted: -0.870260548851461 Movie Vector: [1.204473741401299, 0.14349636668593305] User Vector: [1.5784113778783304, -0.40169594454989654] Predicted: 1.843513149228108 Movie Vector: [0.1654822560361781, 1.1496244118349483] User Vector: [0.8909682182176764, 0.24724173824221998] Predicted: 0.43167456871495735 Movie Vector: [-0.26416803484769924, 0.2571195705621878] User Vector: [-0.24084184475546538, -1.8283933306357112] Predicted: -0.4064929911536764 Movie Vector: [-0.15080672404377768, 0.08145301279389214] User Vector: [0.8341055136078278, -0.40093579654107975] Predicted: -0.15844614857923905 Movie Vector: [0.8855162680880523, 0.04945309150301163] User Vector: [-0.20399842310355643, -0.13784555104542898] Predicted: -0.18746081097164144 Movie Vector: [0.06544544600168989, 0.11767439910418918] User Vector: [1.2410775984814009, -0.7607669021440785] Predicted: -0.00829991111283844 Movie Vector: [-0.20665975029731, 0.5997976207680763] User Vector: [0.7557639386869551, 0.14273863610533316] Predicted: -0.07057169252509861 Movie Vector: [0.04023213592554847, 0.6760561812337115] User Vector: [-0.7479488200441969, 1.5709071200816007] Predicted: 1.0319298900818425 Movie Vector: [-0.7120919920118929, 0.2818982985914361] User Vector: [0.5815633565689128, -1.144564798023181] Predicted: -0.7367774782506653 Movie Vector: [0.7042417692180784, -0.16191313853853956] User Vector: [-1.69261653129803, -0.5912788213746305] Predicted: -1.0962754508889567 Movie Vector: [1.5880018581947053, -0.3685749365538512] User Vector: [0.5502421031511271, 0.1797026488625638] Predicted: 0.8075515898578741 Movie Vector: [-0.898218000834409, -0.3895298516975711] User Vector: [1.0283637069279854, -0.9582458658818602] Predicted: -0.5504294229407455 Movie Vector: [0.16303702758040234, 0.4691292709921357] User Vector: [1.6452860802446394, 0.33862091551701656] Predicted: 0.4270995352816849 Movie Vector: [1.5164566773540242, -0.004002863717672715] User Vector: [0.9545435541470041, -0.981869039102442] Predicted: 1.4514542344635961 Movie Vector: [0.1273428076481469, 0.09912709577673762] User Vector: [1.0602171696321232, -0.9821479768971431] Predicted: 0.03765355452491401 Movie Vector: [-1.289904726586974, 0.060009530971740194] User Vector: [-1.2344725236570293, 0.14767155399508766] Predicted: 1.6012136438000657 Movie Vector: [-0.20598899388411104, 1.6546545748340853] User Vector: [-1.4887840898595461, -0.9642250397597151] Predicted: -1.2887862364271503 Movie Vector: [0.27865233741152673, 0.3636595673133154] User Vector: [0.6265650713461088, -0.30526225858567924] Predicted: 0.06358228079665972 Movie Vector: [-0.7856278718948293, 0.10877130575653848] User Vector: [-1.5349394212284933, -0.09183682422969472] Predicted: 1.1959019796992245 Movie Vector: [-0.4530131550896147, 0.6713197340552254] User Vector: [0.6684075840478577, 0.3859945417886951] Predicted: -0.043671675394991505 Movie Vector: [0.8272953714642437, 1.5322732230756377] User Vector: [-0.008977663220922496, -0.009387396355875266] Predicted: -0.021811235299739443 Movie Vector: [0.7610956219470609, 1.1967130447364145] User Vector: [0.23804848060758566, 0.01763077031449787] Predicted: 0.20227662922569442 Movie Vector: [1.7897505230812374, -0.8051982385322983] User Vector: [-0.32553510417558307, 0.1394450716448365] Predicted: -0.6949075490399874 Movie Vector: [0.5676496884113665, 1.987156499973188] User Vector: [1.2091844658607656, -1.05442081071881] Predicted: -1.4089059824491537 Movie Vector: [1.0362765713277118, 1.2669899625165326] User Vector: [0.22561875692147465, 0.05288249824389933] Predicted: 0.30080502631762485 Movie Vector: [-0.9423585955615411, -0.008703549402588303] User Vector: [0.8694234798629598, 0.15982635161099767] Predicted: -0.8206997459789683 Movie Vector: [0.8921428208523731, -1.5679454068324865] User Vector: [-1.5439298149487863, 0.6069629359123567] Predicted: -2.329090647787833 Movie Vector: [0.5925684261655326, -1.0320239426707887] User Vector: [0.9739088433250831, -0.5928664326001357] Predicted: 1.1889599837669962 Movie Vector: [0.3535291070009227, 0.508334976982504] User Vector: [-0.16272205687160907, -0.0800945571939529] Predicted: -0.09824184834278521 Movie Vector: [-0.5486780989176736, 0.44761136762992865] User Vector: [0.38187964219041415, 0.35324359771699276] Predicted: -0.05141314621177839 Movie Vector: [0.9758177740386054, 0.009327883870555023] User Vector: [0.48821086878060027, 0.5289782286975167] Predicted: 0.48133909072228137 Movie Vector: [1.2392765310523832, 0.2437559920448112] User Vector: [1.3394896306473292, -0.04008099503212748] Predicted: 1.6502280801430607 Movie Vector: [-0.05882213936689165, 0.1294208429227121] User Vector: [1.8958309397379791, -0.49090676459798144] Predicted: -0.17505039902406475 Movie Vector: [0.9635387808827334, 0.18832559993321968] User Vector: [-0.22524298237674925, -0.9354989412131941] Predicted: -0.39320874798255057 Movie Vector: [-0.271521396019876, -0.20398162987857932] User Vector: [0.9965975185535639, -0.20361513978357942] Predicted: -0.22906380142659866 Movie Vector: [1.4024551047747496, -0.2697280405440868] User Vector: [0.29837799830922124, -0.9237805092096762] Predicted: 0.6676312535231836 Movie Vector: [-0.942071701241689, -0.02813828860615939] User Vector: [1.043055864892112, -0.8420763281792769] Predicted: -0.9589388263783098 Movie Vector: [0.6128406345861622, -1.0345898550911519] User Vector: [0.42931066378587746, 0.5209693657393614] Predicted: -0.27589060097807155 Movie Vector: [1.4641656885773715, 0.38407142409160483] User Vector: [-0.4249155614654917, 0.7423106975806589] Predicted: -0.3370464589021258 Movie Vector: [2.475976047202323, -0.5062918193351325] User Vector: [-0.8170904336015811, -0.725995374891491] Predicted: -1.6555308228129706 Movie Vector: [1.073833921048469, 1.2757929827430146] User Vector: [1.0829231040879885, -0.9644730615950879] Predicted: -0.06758840097090046 Movie Vector: [-0.1566902510982285, 0.0691823929883583] User Vector: [-0.2616798485637873, -0.050437403117766386] Predicted: 0.03751330093500068 Movie Vector: [-0.26793412146772466, -0.6263224011555741] User Vector: [0.3025897577218636, 0.5207162549081747] Predicted: -0.4072103759951652 Movie Vector: [0.07186465399187807, -1.6467559541127879] User Vector: [0.49207478459272125, 0.41501176602124656] Predicted: -0.6480603125894671 Movie Vector: [0.4408880220498866, -0.6295426030071997] User Vector: [-0.15131535185950004, 0.2870334187401492] Predicted: -0.24741289177084663 Movie Vector: [0.3717055454962134, -0.17293616899860384] User Vector: [1.2233587325055986, -0.4116579711034171] Predicted: 0.5259197774639126 Movie Vector: [-0.3177490975595705, 0.26585465555269416] User Vector: [0.3338685560087741, 0.16829401271612734] Predicted: -0.06134468559307811 Movie Vector: [0.82043599713548, 0.6333501645098094] User Vector: [0.1090812558047995, 0.21795363485822694] Predicted: 0.22753515936797 Movie Vector: [1.5058180228797204, 0.3652812007526211] User Vector: [0.6440555839648774, 0.667287026597842] Predicted: 1.2135779123929413 Movie Vector:
avg loss: 14.439491512626068: 33%|██████████████▋ | 22884/70000 [00:37<01:14, 631.19it/s]
[0.6001879314572285, 0.39648293051311306] User Vector: [1.2347284003103942, 0.20982339108659148] Predicted: 0.824260477481999 Movie Vector: [0.9190095060557687, 0.003382703981239854] User Vector: [0.68609657975596, 0.40732323269623333] Predicted: 0.6319071327889701 Movie Vector: [1.2735936743999319, -0.6599213995415898] User Vector: [1.6336032753007765, -0.8701496223396303] Predicted: 2.654777154487034 Movie Vector: [1.1025733445380932, -0.2553539002783479] User Vector: [0.4107104902753315, 0.9439076324050022] Predicted: 0.21180794346263387 Movie Vector: [0.19518607764326681, 0.3782993261116091] User Vector: [-0.34073495584233005, -1.1423609197300488] Predicted: -0.49866108565693157 Movie Vector: [0.6635344089487086, -0.9814640158414927] User Vector: [0.7419477118946697, -0.5083998403282945] Predicted: 0.991283985424658 Movie Vector: [-0.6984663067185637, -0.1218532365067665] User Vector: [-0.2170317385654055, 0.5607386806160334] Predicted: 0.08326153380888993 Movie Vector: [-0.3525516773725954, -0.8217554119577732] User Vector: [-0.46852936468046424, -0.8927708390545874] Predicted: 0.8988200820476034 Movie Vector: [0.3939024706298844, 1.2420875285269841] User Vector: [1.1976964422374012, -0.0053039497140291575] Predicted: 0.46518761787020513 Movie Vector: [-0.8408645919948495, 0.7502111656746376] User Vector: [1.0777826857705826, -0.48422098134907077] Predicted: -1.2695372851915974 Movie Vector: [0.7844056774152384, 1.0123209396521586] User Vector: [0.9408212795892194, -0.12457767414943749] Predicted: 0.611872964988214 Movie Vector: [-0.080725105020208, 0.28016815339259754] User Vector: [0.7281995432080706, -1.3707890658486428] Predicted: -0.442835425870717 Movie Vector: [-0.4790562497988334, 0.5120124766321883] User Vector: [1.4828354561509745, -0.1902025924693591] Predicted: -0.8077476931245277 Movie Vector: [0.7149724634821297, 0.4819781079693378] User Vector: [1.5698090461218854, 0.09705737616201665] Predicted: 1.1691497714293337 Movie Vector: [1.3740939876909222, -0.0059265510027718404] User Vector: [-0.8636100642417542, 0.9894677652800552] Predicted: -1.1925455281604964 Movie Vector: [-0.11538910920786732, -0.5005422442910538] User Vector: [-0.26417417669312726, -0.3403773161786407] Predicted: 0.20085604867016413 Movie Vector: [0.014352798461914062, -0.15494346618652344] User Vector: [0.9124717312725444, 0.5791935014458163] Predicted: -0.07664572584557532 Movie Vector: [-0.6519491339354523, -0.28699375760485984] User Vector: [-0.47294885699565226, 0.015128379175095727] Predicted: 0.30399684732814575 Movie Vector: [-0.36999189249994907, 0.34307567028279423] User Vector: [-1.074251334160198, -0.5638559554840656] Predicted: 0.20401902427588564 Movie Vector: [2.5374815078785247, 0.9379540726052013] User Vector: [0.8068987760430042, -0.17047067069571475] Predicted: 1.8875970631001526 Movie Vector: [-0.3010872073738199, -0.023158837402532717] User Vector: [-0.145250336175404, -0.054972193682518045] Predicted: 0.04500611018431489 Movie Vector: [-0.6761502584524316, -0.34942688889764173] User Vector: [1.1230515470646796, -0.36096150363654145] Predicted: -0.6332219385756548 Movie Vector: [0.1963160888524221, -0.1882682606849876] User Vector: [1.1451410266365218, -0.8976985196082039] Predicted: 0.393817746439854 Movie Vector: [0.6721106268647534, -0.605258842651017] User Vector: [1.0329527308935202, 0.2594844406145939] Predicted: 0.5372032552701671 Movie Vector: [-0.0007846888547077078, -0.010771489983369452] User Vector: [1.1288397650599513, 1.4766494109581718] Predicted: -0.01679150232147776 Movie Vector: [-0.024984471021300525, -0.4462906190923979] User Vector: [1.0117379148035146, -0.01821604002019714] Predicted: -0.017148088835533752 Movie Vector: [2.2472797592423537, -0.5407512964014277] User Vector: [0.8104046001096685, -0.7773114263283463] Predicted: 2.241538016118048 Movie Vector: [1.6670497369276187, -0.3427588219491683] User Vector: [0.0759012987060486, 0.1037089463100403] Predicted: 0.09098408377756398 Movie Vector: [0.21139448029609428, -0.8054731438925866] User Vector: [1.0214061931403267, -0.09535825734406456] Predicted: 0.2927281467091535 Movie Vector: [0.457176513990477, 0.10527710732434532] User Vector: [0.4894871178742837, -0.9847359974084715] Predicted: 0.12011185690769283 Movie Vector: [1.698356848107762, 1.03171879472755] User Vector: [-1.139373509232934, -0.5325836354000839] Predicted: -2.484539348364917 Movie Vector: [0.11064247515316651, -0.6285241799381344] User Vector: [-0.13915860379541994, 0.8172688000226486] Predicted: -0.5290700546860424 Movie Vector: [0.4178367488307344, 0.29584897631042834] User Vector: [1.660888144397041, 0.15845572883201425] Predicted: 0.7408590675918452 Movie Vector: [-1.6463181625272332, -0.26823055695336157] User Vector: [0.5497439965601844, -0.7926928501423598] Predicted: -0.6924290815907075 Movie Vector: [1.8614444753948418, -0.8370824564704511] User Vector: [-0.07478642930008558, -0.5428211035336368] Predicted: 0.31517523711478646 Movie Vector: [-0.25243139980891155, -0.24248648238394535] User Vector: [0.21143960382691449, 0.2969709826892651] Predicted: -0.12538544413149313 Movie Vector: [0.31500158467984396, 0.0973479098773921] User Vector: [0.0074117176701514464, 0.48573830044039656] Predicted: 0.04962031110656664 Movie Vector: [0.8340450747275657, 0.6605422600387668] User Vector: [1.0055734838292074, 0.2628657417904648] Predicted: 1.0123275426334304 Movie Vector: [-0.3738381646372543, -0.5941177520070072] User Vector: [-0.7304360666821939, -0.7971707950589495] Predicted: 0.7466781992793882 Movie Vector: [-0.8448650967067285, 0.8512111456890862] User Vector: [0.5986646716241384, 0.9003777996561899] Predicted: 0.26062073271173436 Movie Vector: [1.1261993950533278, 0.027437305516284392] User Vector: [-0.7007232410679337, 0.2537787390295715] Predicted: -0.7821910853942223 Movie Vector: [1.4173441093430994, -0.6180583594431932] User Vector: [0.8566423397072299, 0.7902231322510731] Predicted: 0.7257529612847728 Movie Vector: [-0.7060239412121553, 0.47850584320569134] User Vector: [0.9997903960436567, -1.2069501134650575] Predicted: -1.2834086375516063 Movie Vector: [0.6977528137037191, 0.38568133161539137] User Vector: [0.4100915013629256, 0.2617283512751105] Predicted: 0.3870862379932495 Movie Vector: [-0.11189494753736352, -0.6306981746512301] User Vector: [0.4344753845914584, -0.8024741653738414] Predicted: 0.45750339094091413 Movie Vector: [1.2172195784598454, 0.3129896168402001] User Vector: [1.1425797168160154, 0.09936639707626574] Predicted: 1.4218710518072515 Movie Vector: [0.3085491608551566, 1.1893251660359658] User Vector: [-0.29734926818429813, -0.4384319440096798] Predicted: -0.6131850117839438 Movie Vector: [0.7865884949044493, -0.5765012580466021] User Vector: [0.5086853884861923, -0.9642280073657659] Predicted: 0.9560047333993714 Movie Vector: [0.25258637771164266, -0.21752215795130142] User Vector: [-0.20145152542899625, 0.371554951227894] Predicted: -0.1317053458811771 Movie Vector: [0.34099202439716214, 0.40077523419620004] User Vector: [1.7776628134274102, -0.3262827950272725] Predicted: 0.47540277785492147 Movie Vector: [-0.21739203436020083, -1.3319097746936768] User Vector: [-0.13938899510702668, 0.5777812786140069] Predicted: -0.7392504754072657 Movie Vector: [-0.20366447375937868, -0.173992398543721] User Vector: [-1.5074577723088083, 0.9018455792195271] Predicted: 0.15010131846730188 Movie Vector: [1.4334918819193732, 0.12740470814399313] User Vector: [0.10262859334632556, 1.1689164482410042] Predicted: 0.2960427143476205 Movie Vector: [0.17504390502565603, -0.5872971768883647] User Vector: [1.1842348000047291, 0.5115364640892921] Predicted: -0.09313083737499303 Movie Vector: [1.2409354525848069, -0.3793737399734462] User Vector: [0.4050614630463582, 1.035460263342917] Predicted: 0.10982869727180461 Movie Vector: [-1.1853874442873522, 1.7159766780042924] User Vector: [1.9929330793344948, -0.3976611947801839] Predicted: -3.0447751855381573 Movie Vector: [0.6844081812194197, 0.08094982284746656] User Vector: [0.5942754850270844, 1.265431101657855] Predicted: 0.5091634273555532 Movie Vector: [0.4193462613992767, -0.38040687187560784] User Vector: [0.46073518156950033, 0.28972153401313044] Predicted: 0.08299551341734943 Movie Vector: [-0.6598878209783505, -1.1607431348063337] User Vector: [1.0222012742714728, -0.6769730822050666] Predicted: 0.11125368613791942 Movie Vector: [1.2543368031124833, 0.7161170900175037] User Vector: [1.4571036378142255, -0.07495721668793368] Predicted: 1.7740205749690907 Movie Vector: [0.7456594402087948, 0.2547625701928127] User Vector: [1.231156725722971, -0.7883607125794736] Predicted: 0.7171788335360993 Movie Vector: [1.22826431401648, 0.008063169610974613] User Vector: [0.00136800239325615, 0.6892142045329184] Predicted: 0.007237519550567537 Movie Vector: [-1.0599661310304818, 0.1844566655411996] User Vector: [0.9987867439038222, 0.12316560226059006] Predicted: -1.0359614043579048 Movie Vector: [0.345487239238206, 0.5043766332284342] User Vector: [1.1581666223826106, 0.25645118890046703] Predicted: 0.5294797761898528 Movie Vector: [-0.2723430252746789, -0.12669110265878183] User Vector: [0.6895385290891414, -0.7338937629207192] Predicted: -0.09481319899676043 Movie Vector: [0.614978767897824, -0.1390022038525699] User Vector: [0.918403053435443, 0.6937400499404032] Predicted: 0.46836698239282026 Movie Vector: [0.7944116735173078, -0.3501151705731021] User Vector: [-0.32460860913920897, 0.8630263736513186] Predicted: -0.5600314944444218 Movie Vector: [-0.478987154635344, 0.4529103107952904] User Vector: [0.6638656797091366, -0.7458365016527473] Predicted: -0.6557801747499559 Movie Vector: [-0.13284478306863504, -0.4440818437613907] User Vector: [-0.3187882822922141, -1.0998250385102095] Predicted: 0.5307616911224884 Movie Vector: [0.2447121098960294, 0.9189503134599931] User Vector: [1.384921407660129, -0.02358548873097944] Predicted: 0.31723314744624853 Movie Vector: [0.86037146490378, -0.29662098058340614] User Vector: [0.4451128921714579, 0.2180016591723622] Predicted: 0.31829856517259997 Movie Vector: [1.1261375743358726, 0.9368077040757818] User Vector: [0.47938306400481495, 1.3113671055564853] Predicted: 1.768350088232955 Movie Vector: [1.2140033496408855, 0.7437399288887274] User Vector: [0.19772917248032562, 0.7482079256419712] Predicted: 0.7965159871237777 Movie Vector: [0.2974857081365646, -0.6124586645510212] User Vector: [1.403452111872948, 0.046001571967566594] Predicted: 0.3893328840017775 Movie Vector: [1.547209776627942, -0.2659429132752313] User Vector: [0.45700140391793553, -0.08418792265722064] Predicted: 0.7294662214885761 Movie Vector: [0.9149477068483195, 0.49434207826650994] User Vector: [-0.014507095532390824, 0.5260625188428434] Predicted: 0.2467816050724958 Movie Vector: [-0.2791059020555817, -0.866217407791338] User Vector: [0.2269591595173054, -0.11252305974874188] Predicted: 0.03412379218545086 Movie Vector: [-0.734631764105828, -0.1471080256778145] User Vector: [0.310383022678001, -0.18265087499679278] Predicted: -0.2011478178893356 Movie Vector: [-1.3341115281657356, -0.3559564319587551] User Vector: [0.4613152973860676, 0.6976074702763913] Predicted: -0.8637639223893149 Movie Vector: [0.3113389849217225, 0.9969183835212388] User Vector: [0.8253855010570105, 0.4078359294480328] Predicted: 0.6635538195954118 Movie Vector: [0.1301400699003765, 0.4784646836379576] User Vector: [-0.1713336862306433, -0.6977406534842087] Predicted: -0.35614163893300876 Movie Vector: [0.39182530588989534, -0.27521504778563316] User Vector: [0.6231789999899944, 0.2343415933559107] Predicted: 0.17968296948163026 Movie Vector: [0.34475333581062456, -0.6455905600911823] User Vector: [-0.9177009397241311, 0.3896409635447343] Predicted: -0.5679289881357521 Movie Vector: [0.969239663794826, 0.695883313191734] User Vector: [1.03541823602385, 0.5590243211081569] Predicted: 1.3925841196982922 Movie Vector: [0.3358295709820535, -0.8170903765664769] User Vector: [0.9919058763207447, -0.4076025317971169] Predicted: 0.6661594310949291 Movie Vector: [0.9267074350845744, 0.7889678587369874] User Vector: [-0.23329652179279964, -0.19153597765542418] Predicted: -0.36731335148665334 Movie Vector: [1.883894014697931, -0.6556372024689583] User Vector: [0.37359417871433265, 1.7731680826349316] Predicted: -0.4587431240000929 Movie Vector: [0.8075920126849112, -0.8033727712331851] User Vector: [0.17667241325263305, -0.86215123342806] Predicted: 0.8353080554258034 Movie Vector: [0.29023743844107946, -0.49029844764162417] User Vector: [0.8363603861728095, 1.6121151044482078] Predicted: -0.5476744370341828 Movie Vector: [0.5842164267694331, 1.1784705144491714] User Vector: [0.8319308115243229, -1.0931837277350236] Predicted: -0.8022571439832215 Movie Vector: [-0.7193470001220703, 0.013532638549804688] User Vector: [0.2148279807557807, -0.15017270507286198] Predicted: -0.15656809643675015 Movie Vector: [0.23415608117083136, 0.35188750740488595] User Vector: [0.6500589913867201, 1.212234406138297] Predicted: 0.5787854095194251 Movie Vector: [0.08884413280664406, 0.31029078410931815] User Vector: [0.990876699354081, -0.5234972820973592] Predicted: -0.07440280106866343 Movie Vector: [-0.11301979448061447, -0.13527451225653722] User Vector: [0.45136295380338337, -0.8285181063561771] Predicted: 0.06106443445802021 Movie Vector: [0.6568085192936093, -0.9812347373613844] User Vector: [-0.8313206455743897, 0.22788385581480222] Predicted: -0.7696260376872593 Movie Vector: [-0.15824680633714366, 0.47086240324949935] User Vector: [-0.1981197368828467, 0.6415709883031044] Predicted: 0.33344347304162186 Movie Vector: [-0.7160700740187335, 1.03811321389494] User Vector: [-1.1068179658888442, -0.890977072262025] Predicted: -0.13237584923334633 Movie Vector: [0.871700089487255, 0.5972845611866605] User Vector: [1.0654754035858, 0.69915772335887] Predicted: 1.3463711186488783 Movie Vector: [-0.5673506893626277, -0.30234899745187005] User Vector: [1.8417372758326793, -0.09876266275278896] Predicted: -1.0150501209995357 Movie Vector: [0.5328006756509992, 1.040605275106298] User Vector: [0.5734513225815857, -0.2955023321614306] Predicted: -0.0019660335289702346 Movie Vector: [0.39852480576930893, -1.1244153880483343] User Vector: [1.6320728406852198, 0.2991773448262598] Predicted: 0.31402190155735227 Movie Vector: [1.123663978678406, -0.7864703833701249] User Vector: [0.3401964652510811, -0.13392701566880924] Predicted: 0.487596145033025 Movie Vector: [-0.15171247570199603, -0.32463748412235754] User Vector: [0.6489410024582101, -0.5460312107921031] Predicted: 0.0788097524563629 Movie Vector: [0.3845481517663652, 0.45388941481467515] User Vector: [-0.5999601409169838, -0.9602183209878452] Predicted: -0.6665464951306171 Movie Vector: [1.0441353109850682, 0.73631961889682] User Vector: [-0.16585535050706213, 0.3409002625072275] Predicted: 0.0778361233909188 Movie Vector: [-1.0719241973868427, -0.7500266681435326] User Vector: [-1.4337870228369125, -0.33750275812332375] Predicted: 1.7900470728426172 Movie Vector: [0.1212298278762603, -1.5601316873446178] User Vector: [0.5683656203594997, -0.29362625520696106] Predicted: 0.5269984913116836 Movie Vector: [-0.44790400272619635, -0.6749504569201924] User Vector: [0.3490402333209859, -0.34198252476377183] Predicted: 0.07448474373107372 Movie Vector: [0.5200652930186996, 0.5559350138240454] User Vector: [-1.2526978098067718, 0.3125330703883392] Predicted: -0.4777365767142293 Movie Vector: [-0.35477578354361217, 0.083032411208204] User Vector: [1.2869543254442033, -0.1345205153757456] Predicted: -0.4677497919429265 Movie Vector: [1.2250724880069146, -0.12844339774303906] User Vector: [-0.2457263604888832, -0.698443005830394] Predicted: -0.21132221101428306 Movie Vector: [0.10586890185017944, 0.2910889592517087] User Vector: [0.5164936112662706, -0.6014919625736279] Predicted: -0.12040705794643153 Movie Vector: [-0.6890809786005698, -1.8219807586650123] User Vector: [0.6066218731933168, -0.6917091415569985] Predicted: 0.8422691524889829 Movie Vector: [0.3708667614203074, 0.7816036548731098] User Vector: [-0.6250630460266726, -0.9248000010676194] Predicted: -0.9546421684245318 Movie Vector: [1.4569142469875347, 0.6559292589852252] User Vector: [0.6616407596854965, -0.38124932935653183] Predicted: 0.7138812590800114 Movie Vector: [0.5087361546126921, -0.15286889951746985] User Vector: [0.08985282449074958, -0.24732542013884984] Predicted: 0.08351974521183492 Movie Vector: [-0.9233613957985419, -0.11930747539322885] User Vector: [-1.6340734114407964, -0.07811158108850992] Predicted: 1.5181596015639025 Movie Vector: [0.07772336058318251, -0.2830568431960102] User Vector: [0.9893165070697871, 1.3916517468549703] Predicted: -0.3170235466831013 Movie Vector: [0.3492504471128715, -0.42964058534351046] User Vector: [0.0027127191147519047, -0.12630143220853193] Predicted: 0.0552116396275161 Movie Vector: [-0.1998509691442903, 0.6055891309832839] User Vector: [0.7536950773224659, 0.17226915987120106] Predicted: -0.04630236082055457 Movie Vector: [0.7609345825120978, -0.028750616882300697] User Vector: [1.920466141085471, -0.8136033308082715] Predicted: 1.4847406989537248 Movie Vector: [1.5829736243997727, -0.07242397514427501] User Vector: [0.27744971947016717, 0.2806533748052165] Predicted: 0.4188695549773408 Movie Vector: [0.897295957708308, -0.3690908435770234] User Vector: [1.3205002243794113, 0.2664840841461328] Predicted: 1.086522678071213 Movie Vector: [-0.6396800485935361, 0.07604279032860103] User Vector: [0.7498085005624906, 0.15872159712949285] Predicted: -0.4675679049445217 Movie Vector: [-0.10340222459502882, -0.031027553660457674] User Vector: [0.0691372272548838, -0.5510229504277656] Predicted: 0.009947951062054164 Movie Vector: [0.8912267656938885, -0.17787671031613972] User Vector: [0.9398641862008965, -0.33206354342293687] Predicted: 0.8966984895793362 Movie Vector: [0.7135863856585181, 0.958142760297103] User Vector: [-0.513864113797661, -1.022788603393968] Predicted: -1.3466639313408055 Movie Vector: [0.3854095767391882, -0.08077995122140195] User Vector: [-0.0356838614427334, -0.8067077317799931] Predicted: 0.051412909288051936
avg loss: 14.437017490427444: 33%|██████████████▊ | 23035/70000 [00:37<01:10, 661.71it/s]
Movie Vector: [0.5545261393789248, 0.09691706612389625] User Vector: [0.5038722812374797, 0.14467583918887966] Predicted: 0.2934319087278703 Movie Vector: [-0.2360797404648265, -0.3490852039114466] User Vector: [1.0449654797463899, 0.028773187566467878] Predicted: -0.2567394733020534 Movie Vector: [1.070422093288216, -0.33415305346536095] User Vector: [0.6861084104475331, 1.2664091264926618] Predicted: 0.3112511243799754 Movie Vector: [0.8260745753027963, 1.53099671078561] User Vector: [0.20606205249438647, 0.7055860533905377] Predicted: 1.2504725494174358 Movie Vector: [1.0223257678553348, 0.7811471083649528] User Vector: [0.872129960574401, 0.5575133334273877] Predicted: 1.3271008598955771 Movie Vector: [0.2855579729309895, 0.2954585844426566] User Vector: [-1.353626611524173, 1.4163716825309287] Predicted: 0.03194030107296514 Movie Vector: [-0.5807352432994823, -0.5700793354113092] User Vector: [0.8748116019760657, 0.6378481104677631] Predicted: -0.8716579554236021 Movie Vector: [0.7278015268703911, -0.17302093557572432] User Vector: [0.7053852295631867, -0.514197024841133] Predicted: 0.6023472974161754 Movie Vector: [0.41404101186911096, -0.8851851151213599] User Vector: [0.18609855457328706, 0.13111871741643186] Predicted: -0.03901190312792656 Movie Vector: [0.19567775177380892, 0.0033318738914474566] User Vector: [-0.16159420785351392, 0.7911822444489929] Predicted: -0.02898427182878878 Movie Vector: [0.3509917268611107, 0.28327440555564554] User Vector: [0.8478954554052831, 1.0982036038015834] Predicted: 0.6086972631363494 Movie Vector: [0.9390962946285863, -0.8637366875555492] User Vector: [0.1570975637994259, -0.5047777884999413] Predicted: 0.5835248350497737 Movie Vector: [-0.043957570206068816, -0.2554173654095333] User Vector: [0.31810583624336, 0.8219547825789517] Predicted: -0.22392468468170934 Movie Vector: [-0.08473027327985062, 0.19342209740675118] User Vector: [-1.4215808469379152, 0.2945343094827772] Predicted: 0.17742037754885898 Movie Vector: [-1.1928112632995642, -1.082074601087519] User Vector: [0.5958216535581863, 0.14125661591664113] Predicted: -0.8635529756009478 Movie Vector: [1.7804036901457512, 0.8137279669954223] User Vector: [0.08042634867298949, -0.22190311165829146] Predicted: -0.03737739995732037 Movie Vector: [1.3388908406062734, -0.3588763046172708] User Vector: [1.0257134276601898, -0.47168217445529065] Predicted: 1.542593869103447 Movie Vector: [-0.19045252112080896, -0.32758388609180816] User Vector: [0.12101941387194658, -1.0786781548642517] Predicted: 0.330309129336298 Movie Vector: [1.6664379316534015, -0.18373331454964134] User Vector: [1.522010018892613, 0.10887635570158316] Predicted: 2.5163310141300226 Movie Vector: [1.5939034472269686, -0.27454473177134797] User Vector: [0.03376247136023913, -0.6801680554417598] Predicted: 0.24055067582868425 Movie Vector: [0.9278486679773161, 0.9933271152936517] User Vector: [1.193297943918461, 0.7021295962105799] Predicted: 1.8046442741309658 Movie Vector: [1.1789800264470858, 0.4086975076074536] User Vector: [0.387817845115037, -0.15563159721934183] Predicted: 0.393623247401866 Movie Vector: [0.23452110155763312, -0.7733601161115162] User Vector: [0.5014698338234118, 0.606845159649837] Predicted: -0.3517045853023198 Movie Vector: [1.2479390527757586, -0.8279439781524688] User Vector: [1.8985395827688083, 0.8628469269779369] Predicted: 1.6548727713190448 Movie Vector: [1.4002935254185302, 0.7086086950227821] User Vector: [0.5707222094521637, -0.786630491311509] Predicted: 0.24176540879504482 Movie Vector: [0.84528698178119, -0.04209352852366112] User Vector: [-0.32749728728579486, 0.2060914268144739] Predicted: -0.2855043088644339 Movie Vector: [0.4230374549849422, -0.7639712632559014] User Vector: [1.58274939402466, -0.003224430814794982] Predicted: 0.6720256480100119 Movie Vector: [0.6434448382341817, -0.9213938869390644] User Vector: [-0.14372798922219948, 0.7914864588364587] Predicted: -0.8217518175417629 Movie Vector: [0.8944085917046487, 0.05104166916060152] User Vector: [1.1286979281413914, 1.4747024036337075] Predicted: 1.0847883965655123 Movie Vector: [0.2725745773065425, 0.14981893686102046] User Vector: [-0.027951781837182166, 0.0055640843936354545] Predicted: -0.0067853399107751615 Movie Vector: [0.7391703635965784, 0.12481606385733943] User Vector: [0.6603376346141971, 1.1888190637216254] Predicted: 0.6364857256465815 Movie Vector: [-0.6476863394478598, -0.3711408310349824] User Vector: [0.30503264866701413, 0.09258721252665807] Predicted: -0.2319283746275799 Movie Vector: [-0.7352194023086467, -0.2455432170303572] User Vector: [0.40785840147107694, -0.18358430246799973] Predicted: -0.25478752993185844 Movie Vector: [-0.6080287875170207, -1.3426400574567035] User Vector: [0.2290708928057797, -0.7238916727160685] Predicted: 0.8326442598397917 Movie Vector: [0.33987859806208165, -0.5160959623701287] User Vector: [0.4313299578393362, -0.8524957977909149] Predicted: 0.5865694605500033 Movie Vector: [0.6020311680685583, -1.2023627484034802] User Vector: [-0.11469380429916567, 0.013177198252881012] Predicted: -0.08489301728004489 Movie Vector: [0.4255426144449329, -0.6854053568626732] User Vector: [0.669402581878432, -0.10810131872353929] Predicted: 0.35895254774576923 Movie Vector: [-0.7710664651789989, 0.962202578158802] User Vector: [0.27356593684425207, 0.45287021468307903] Predicted: 0.2248153682235101 Movie Vector: [0.8808578794329254, 0.7513254652742811] User Vector: [-1.1012314511958163, 0.45859345618720404] Predicted: -0.625475459023598 Movie Vector: [0.9490270583542627, 2.0915349072309715] User Vector: [0.536841879138251, 0.4902018005230963] Predicted: 1.5347516467414786 Movie Vector: [0.4244371632217938, 0.08314456138977781] User Vector: [-0.46828074749477894, -0.10921690649483785] Predicted: -0.20783654384492675 Movie Vector: [1.0457357743005273, 1.0626912056140871] User Vector: [0.160338030155771, -0.7939461047853948] Predicted: -0.6760483291722331 Movie Vector: [1.2233222269444364, 1.1426556957871052] User Vector: [-2.352293379991132, 0.923114351905906] Predicted: -1.8228109039693012 Movie Vector: [-0.348521779980843, 0.43508428339752836] User Vector: [0.10356202448777284, -0.06126662068121258] Predicted: -0.0627497648681718 Movie Vector: [0.4383966784022856, 0.44264533728155897] User Vector: [0.7794629309708826, 0.21207837078024644] Predicted: 0.43558946183949065 Movie Vector: [-0.06261545146239769, 0.6369565208560376] User Vector: [-1.0880687018007678, -0.08812983441472452] Predicted: 0.01199504027293842 Movie Vector: [0.5245719611956656, -0.19645793011911453] User Vector: [-0.6381225494077517, 0.10246842611177889] Predicted: -0.35487193212248586 Movie Vector: [0.3252739435712194, -1.0325752908239656] User Vector: [-0.5960871843809696, 0.30413699751941103] Predicted: -0.5079359778397962 Movie Vector: [1.640170125457023, -0.014567037752441031] User Vector: [0.9939228643904798, 1.3748760831157183] Predicted: 1.610174717374262 Movie Vector: [0.3995195721105038, -0.17637727084298166] User Vector: [-0.1954212891246824, 0.7471930793018594] Predicted: -0.20986250593240172 Movie Vector: [1.3344504926657914, 0.18130699896260305] User Vector: [1.224548880035686, -0.4263573620063058] Predicted: 1.556798282465989 Movie Vector: [-0.08566139895631207, -0.3957488275102029] User Vector: [-0.5365117754039272, -0.8853290220498917] Predicted: 0.3963262716746343 Movie Vector: [1.0229971708979957, 0.06511831534244836] User Vector: [1.010367220313548, -0.022386392774116824] Predicted: 1.0321450437647868 Movie Vector: [1.2119466562059205, -0.7754324377214787] User Vector: [0.21704233547306334, 0.22063710086143018] Predicted: 0.09195456775892416 Movie Vector: [0.00966421214744867, 0.9277949026866611] User Vector: [-0.1502207340886384, 0.13749951615074335] Predicted: 0.12611958516336386 Movie Vector: [-0.7369026459121522, 1.018758508857803] User Vector: [0.41998861870671406, -0.14447948718373368] Predicted: -0.4566804313018082 Movie Vector: [-0.9218905264468822, 0.8724298677913098] User Vector: [1.43814153845228, 0.21809388303393773] Predicted: -1.1355374424475098 Movie Vector: [0.47424457207942183, 0.5328871864153784] User Vector: [1.4019900617179755, 0.48406216197686724] Predicted: 0.9228367004250414 Movie Vector: [-0.4305977136199324, 0.04559953205541077] User Vector: [1.7257658581237414, 0.3906036281512586] Predicted: -0.7252994900885805 Movie Vector: [-1.1040321211723225, 0.44322413311812775] User Vector: [-0.9089266947298181, -0.8824755294537513] Predicted: 0.6123498152326093 Movie Vector: [0.8378957459473153, 0.017275013772338706] User Vector: [-0.051171542855293045, -0.03648083380440953] Predicted: -0.043506624978408355 Movie Vector: [0.34953658674287796, -0.37577265689737316] User Vector: [1.3412492868083268, 0.09732317760068646] Predicted: 0.43224430865759705 Movie Vector: [0.4647589062819196, -0.2416584884008193] User Vector: [1.5275151575043786, 0.21139097411495877] Predicted: 0.6588418506645916 Movie Vector: [0.5016622388396665, 0.8403564644559594] User Vector: [-0.2813367399192641, -1.788978909960327] Predicted: -1.6445160105762875 Movie Vector: [0.9783057470790334, -0.12083966741529877] User Vector: [0.39773325796917114, -1.0717913465499371] Predicted: 0.5186196419313975 Movie Vector: [0.1660734349142107, -0.07834274484966273] User Vector: [0.861644157406521, -0.6854483136397894] Predicted: 0.1967961072373754 Movie Vector: [0.23560903166258002, 0.9136534381544379] User Vector: [1.0323497435117144, -0.4454890256194245] Predicted: -0.16379165651134978 Movie Vector: [1.3833705869535515, -0.14159854372742586] User Vector: [-0.8082809513278156, 0.3103007218542705] Predicted: -1.162090224393869 Movie Vector: [-0.06583739039194161, -0.7780918743405913] User Vector: [0.17951330419043565, -0.27426728133276135] Predicted: 0.2015864555139735 Movie Vector: [0.9555052045422866, 0.5196168171118032] User Vector: [0.8975399630144189, -0.7023816416062119] Predicted: 0.49263479293578555 Movie Vector: [-1.6987753951512934, -0.3151159296466427] User Vector: [1.274201372802277, -0.7736540457934997] Predicted: -1.9207912267194036 Movie Vector: [1.1725866042939843, -0.09444724749517494] User Vector: [-0.13996649710272563, -0.5824180458185608] Predicted: -0.10911505823352709 Movie Vector: [0.6794910663413225, -0.40603240266469254] User Vector: [1.8392415983623738, 1.549731846140931] Predicted: 0.6205068899559759 Movie Vector: [-0.8112945644530224, -0.2224407085064285] User Vector: [-0.008502496615360289, -0.4863927504744967] Predicted: 0.11509157731625955 Movie Vector: [-0.5243768145173298, -1.191335820951531] User Vector: [0.19287062106840702, -0.15110199081575992] Predicted: 0.07887633238607379 Movie Vector: [-0.6786060074610024, -0.44250929300857744] User Vector: [0.5927673744939839, -0.6076574678129827] Predicted: -0.13336142488519787 Movie Vector: [1.215186644999985, -0.06694870690907767] User Vector: [0.7968714485227899, 0.29201063798772836] Predicted: 0.9487978074097142 Movie Vector: [0.1992450126740353, -0.5767883507329102] User Vector: [0.9471585407817383, 0.41958300242286783] Predicted: -0.05329397250067039 Movie Vector: [0.3632396729320049, -1.010540533814644] User Vector: [1.0565098264277608, 0.23381088160020483] Predicted: 0.14749091069712555 Movie Vector: [0.059550198466025904, 0.5000057998309958] User Vector: [0.9184252351136535, -1.717459875722347] Predicted: -0.8040474938109701 Movie Vector: [0.5267552176962353, -0.5463900883050018] User Vector: [1.215627100954102, -0.11782695367024683] Predicted: 0.704717397821117 Movie Vector: [0.7830922362191117, -0.8857135090219223] User Vector: [0.6688075983927682, -0.8620251817333637] Predicted: 1.2872453864040443 Movie Vector: [1.7284691374547136, 1.0098484429516161] User Vector: [-0.14188442585808786, -0.6125346287769207] Predicted: -0.8638099923055059 Movie Vector: [-0.3616964527728448, -0.3420181501580068] User Vector: [0.568967465917023, 0.37814172801728585] Predicted: -0.3351248484793659 Movie Vector: [0.4932696794515203, 0.4575753309989628] User Vector: [-1.4910793146526975, -0.45114367528691807] Predicted: -0.9419364321230288 Movie Vector: [0.5458693144188127, 1.2912613664090116] User Vector: [0.15321823382690952, 0.2410433317648456] Predicted: 0.3948870741940117 Movie Vector: [-0.26086854371043977, 0.07532265964433324] User Vector: [0.06650973857986292, -0.5767499196821712] Predicted: -0.0607926365460076 Movie Vector: [0.33464925772902715, 0.05028478086313007] User Vector: [0.21518704545411696, 0.29541127398555667] Predicted: 0.08686687621098446 Movie Vector: [1.259883070150888, -0.7267020765435153] User Vector: [0.4022729284294504, 0.43060150532535646] Predicted: 0.19389784402558435 Movie Vector: [0.3758071386417293, 0.6150240012056075] User Vector: [-0.009674519621050967, 0.04217886826474081] Predicted: 0.02230526278998468 Movie Vector: [0.8012705403984807, -0.5551941295214184] User Vector: [-0.07012089895322539, -0.42113134482030234] Predicted: 0.17762383980421392 Movie Vector: [0.01984152023564556, 1.549340072584811] User Vector: [1.6080296240814604, -0.04887847176155025] Predicted: -0.04382362266114508 Movie Vector: [0.651892735399655, 0.13867719603355239] User Vector: [0.3454711877965533, -0.2276217259840405] Predicted: 0.1936442148986787 Movie Vector: [0.8112946078885506, -0.646094166314166] User Vector: [0.43958149410417224, -0.3043630024492573] Predicted: 0.553277256218637 Movie Vector: [1.315745939759021, 0.16987014532544087] User Vector: [0.5887093856630404, -0.9762899589729038] Predicted: 0.6087494666736772 Movie Vector: [0.6434716579085423, -0.792618615122252] User Vector: [1.1674747720473837, 2.067536373407982] Predicted: -0.8875308898697902 Movie Vector: [-0.2471190056199391, -1.2086885157227985] User Vector: [-0.15818947612586898, -0.05596743835217746] Predicted: 0.10673882603046443 Movie Vector: [0.18370340966252205, 1.237811742532856] User Vector: [-1.1713085556752887, 0.39953586932167984] Predicted: 0.27937681516501345 Movie Vector: [1.1334364788281617, 0.26980303732870664] User Vector: [-0.32194230410334684, 0.04455827628809504] Predicted: -0.35287919326806294 Movie Vector: [-0.007983439783762408, -0.13732607526002852] User Vector: [1.0481070285737284, -0.08131050850153675] Predicted: 0.0027985536603567177 Movie Vector: [1.6922781198464052, 0.25297737724695857] User Vector: [0.6586853149535437, -0.8505764113719609] Predicted: 0.8995021566630113 Movie Vector: [1.002208941511287, -0.6131285850175089] User Vector: [0.9488872989668897, 1.3752760628321792] Predicted: 0.10776226909836595 Movie Vector: [0.2067283175271335, -0.1792124230495308] User Vector: [-0.2141371353248833, 0.42457283442059673] Predicted: -0.1203569361233156 Movie Vector: [0.5935325563602295, 0.8710346542210375] User Vector: [-0.6665500831447151, -0.47327843466272984] Predicted: -0.8078610924777311 Movie Vector: [0.5892400128811826, 0.2557624763203079] User Vector: [1.0184049545511566, 0.27980561431777706] Predicted: 0.6716487253442234 Movie Vector: [0.3790690391804093, -0.22412095932718185] User Vector: [-0.7953132653149008, -0.2809935891886368] Predicted: -0.23850208255660804 Movie Vector: [0.8391178412928715, 0.30475350892764136] User Vector: [0.6063605351551167, 0.47794200047418656] Predicted: 0.6544624450129566 Movie Vector: [0.06354492361559297, 0.789248816816197] User Vector: [0.7694897994596561, -1.057949001466027] Predicted: -0.7860878271292971 Movie Vector: [-0.2241132306082544, -1.3362579561811565] User Vector: [-0.15033372551780905, -0.525280030665593] Predicted: 0.7356013970951514 Movie Vector: [0.7955201409422071, -0.5897298170614454] User Vector: [1.1066588532089638, 0.31811264570091874] Predicted: 0.692768894525601 Movie Vector: [0.2334544593154979, 0.014686723919796224] User Vector: [0.5783020532090157, 0.34553982100263697] Predicted: 0.1400820411073146 Movie Vector: [-1.8709489534093338, -1.630506981194471] User Vector: [1.1558742866682574, -0.7798678977391036] Predicted: -0.8910017352416721 Movie Vector: [0.5405727562245148, 0.2501968054208308] User Vector: [-0.5018642173845721, -0.9704703576629341] Predicted: -0.5141027064849144 Movie Vector: [-1.0740890586276497, 0.24382414525747076] User Vector: [0.853183545658363, -0.6249144221274745] Predicted: -1.0687643362270893 Movie Vector: [0.41363949070530903, -0.9440489948075017] User Vector: [2.2826839888290653, 0.5987628975471415] Predicted: 0.3789467310230118 Movie Vector: [0.9989320231368585, 0.6807732919162763] User Vector: [0.2915780070164454, 0.058229786139644094] Predicted: 0.3309078916490171 Movie Vector: [0.349584602615144, 0.9171643139212934] User Vector: [0.1712224931651466, -0.3722513091331767] Predicted: -0.2815588693155213 Movie Vector: [-0.2763054637628158, -0.28526640585692487] User Vector: [1.2250933892140274, 0.41971171437176885] Predicted: -0.4582296493144244 Movie Vector: [-0.6715731561277682, 0.9962846351345391] User Vector: [-0.24262417752919618, -0.1381375696812344] Predicted: 0.025315546447945647 Movie Vector: [-0.12054316816699584, -0.14491599794223609] User Vector: [0.033460726058902636, 0.039319090945890346] Predicted: -0.009731427230913319 Movie Vector: [-0.4141011873727632, 0.8198351275433505] User Vector: [-0.15045844730355618, -0.8218263766936434] Predicted: -0.6114571106764579
avg loss: 14.433086019088925: 33%|██████████████▉ | 23172/70000 [00:37<01:11, 656.45it/s]
Movie Vector: [-0.5135360631544138, 0.24130670395754114] User Vector: [1.7494971265858255, -0.3813134467939005] Predicted: -0.9904433579073693 Movie Vector: [-0.03446898326811023, 0.500442860939414] User Vector: [-0.5698371862948394, -0.6213175917802761] Predicted: -0.2912922447425645 Movie Vector: [1.6116214194116592, -2.111728100033908] User Vector: [1.0362775105326727, -0.279063611814627] Predicted: 2.259393503194949 Movie Vector: [0.522093619713934, -0.0018042378499380789] User Vector: [-0.06390620894528375, -0.22671141763668753] Predicted: -0.03295598262972495 Movie Vector: [-0.5619585115355749, -0.013576811414969747] User Vector: [1.184217366084604, 1.765088917455599] Predicted: -0.6894453077424308 Movie Vector: [-0.23845649807660485, -0.6353473912781082] User Vector: [0.621206868108648, 0.1740092819558446] Predicted: -0.2586871576991462 Movie Vector: [1.3497768814192013, 0.3245176891552972] User Vector: [0.4988313341370051, -0.9549947134634172] Predicted: 0.3633983249769529 Movie Vector: [1.5141979832759678, 0.35424078157326316] User Vector: [-0.9263495176070908, 0.10734641656701913] Predicted: -1.3646500928655325 Movie Vector: [0.5668176491128422, -0.8049339408364301] User Vector: [0.4970975541154581, -0.049085927096664] Predicted: 0.32127459574099526 Movie Vector: [0.29925386352469147, -0.668300000277236] User Vector: [-1.0195557971038025, -0.1969484998707001] Predicted: -0.17348532884411927 Movie Vector: [-0.9062599057953395, -1.1032155279318898] User Vector: [1.1837562308115874, -0.34384396930427724] Predicted: -0.6934568040977407 Movie Vector: [-0.02613213420312005, -0.10300951917992043] User Vector: [0.7783747334884664, 0.1267531077026828] Predicted: -0.033397369674852434 Movie Vector: [-1.7280936044084023, 0.332550339092733] User Vector: [-0.06869174840112216, -0.7170042969517604] Predicted: -0.11973425099464424 Movie Vector: [1.1530038668234215, -0.17593345973503938] User Vector: [-0.5749883152276143, 0.8424020887249043] Predicted: -0.8111704647931197 Movie Vector: [-0.07142987669611342, -0.6768253675486592] User Vector: [0.43600852893117886, -0.709877673882738] Predicted: 0.44931918208026345 Movie Vector: [0.6052918756950453, 0.5781336135060849] User Vector: [0.01883975081660038, -0.5629857831079765] Predicted: -0.31407745703136014 Movie Vector: [0.3896159617971081, 0.2877447737460897] User Vector: [0.29009527800630464, 0.20491828587736619] Predicted: 0.17198991655944512 Movie Vector: [0.8883176845932084, -0.8195378087801458] User Vector: [0.06634291930956415, -0.6062862798393558] Predicted: 0.555808117743238 Movie Vector: [0.38008613402411134, -0.10207354216412069] User Vector: [0.337420651476908, 0.11741795313824352] Predicted: 0.11626364456927377 Movie Vector: [1.3658687042785569, 1.4544509314507472] User Vector: [0.8407324802640387, -0.6990831122577223] Predicted: 0.13154809967840841 Movie Vector: [1.1389410021983757, -1.437656816089969] User Vector: [0.024090302979474898, -0.5956321769913789] Predicted: 0.8837520929528684 Movie Vector: [0.37350678828115813, -0.5389697288251554] User Vector: [0.3905187846209178, 0.22628237285739] Predicted: 0.023902067870360172 Movie Vector: [-0.11601131722111088, -0.13959070227528625] User Vector: [1.4724736918066115, -0.02984647835121415] Predicted: -0.16665732168642697 Movie Vector: [-0.4332009880584999, -0.10081698783245832] User Vector: [0.618852230913312, 0.3480908507263264] Predicted: -0.3031808689561198 Movie Vector: [-0.4658121719887935, -0.3243275924318303] User Vector: [0.37291305105981193, 1.0120354606212483] Predicted: -0.5019384626760667 Movie Vector: [-0.1523113250732422, -0.49780845642089844] User Vector: [0.27619290882119035, -0.8372618540503237] Predicted: 0.3747287232665026 Movie Vector: [2.3114077148808696, -0.6022605630790231] User Vector: [1.1031363275162884, 0.10409495899851853] Predicted: 2.4871055293663633 Movie Vector: [0.3822251747664183, 0.11559755205429185] User Vector: [1.377913876546863, -0.5548714674798048] Predicted: 0.46253158893075963 Movie Vector: [0.018126422030305844, -1.5213226513453675] User Vector: [0.6056490705098786, 0.9769928939088985] Predicted: -1.4753431690527443 Movie Vector: [-0.1222577735965662, 0.8059383973867695] User Vector: [1.208599316528552, 0.42979004870514165] Predicted: 0.19862364145709113 Movie Vector: [1.3087782499029323, 0.06788239586574571] User Vector: [1.1399674542661016, -0.38044151420615685] Predicted: 1.4661393282695836 Movie Vector: [-0.5430742797177396, -0.3921990176637066] User Vector: [1.8010572106200395, -0.2987868586330693] Predicted: -0.8609239349412046 Movie Vector: [-1.1160337541957333, -1.0638722899601052] User Vector: [1.3933729256241343, -0.4171134141438655] Predicted: -1.1112958141006828 Movie Vector: [0.07121030106160313, -0.6754843927241104] User Vector: [1.6673077718677456, -0.24553911902977416] Predicted: 0.2845873311048929 Movie Vector: [0.135377189666263, 0.19606733335120835] User Vector: [1.2386771848101756, 0.8036358801136525] Predicted: 0.32525538018255507 Movie Vector: [0.17276126510762585, 0.05757425685449898] User Vector: [0.9969509853971754, -0.41987753802430844] Predicted: 0.14806037626586407 Movie Vector: [1.6232505024725803, 0.17562686588649673] User Vector: [0.08629978632841184, -1.5770165858566736] Predicted: -0.13688030890416014 Movie Vector: [1.168407214144839, -0.37224802282025243] User Vector: [1.657281480834106, -0.33798201376273546] Predicted: 2.0621927744471966 Movie Vector: [1.9248990434190594, 0.9721098350800117] User Vector: [0.054113186647456284, 0.3500427362129357] Predicted: 0.4444424077849586 Movie Vector: [0.12404760081676086, -0.4091060798683248] User Vector: [-1.0328019403627993, 1.5014648901449308] Predicted: -0.7423750180880182 Movie Vector: [-0.4564649319196206, 0.07605652179639921] User Vector: [-0.22084477955348603, 0.6519263477420113] Predicted: 0.15039114774037282 Movie Vector: [0.6734503974214686, -0.5704629652867931] User Vector: [-0.8765765571293986, 0.5490534509282073] Predicted: -0.903545490486588 Movie Vector: [0.17579829447746156, 1.018599313307576] User Vector: [1.1634522143687354, 0.2330611101566483] Predicted: 0.44192880175631294 Movie Vector: [0.3003848329354053, -0.10316763150436017] User Vector: [0.01713461078824416, 0.01969197044670282] Predicted: 0.003115403248399728 Movie Vector: [1.020832197908452, 0.6851468813595254] User Vector: [0.7020622439480158, -0.3981292721546883] Predicted: 0.4439107143632703 Movie Vector: [-0.20108123996088645, -0.7348968668372332] User Vector: [0.9763579143271923, 0.626995025501242] Predicted: -0.6571039398219306 Movie Vector: [0.17897738807952288, -1.426455049153733] User Vector: [-0.389059636896396, -0.6553534409554507] Predicted: 0.8651993472122909 Movie Vector: [-0.3862466784833025, -0.7353610497453823] User Vector: [0.7722170877253216, 1.2077109912819999] Predicted: -1.1863699075401222 Movie Vector: [-1.533969034121039, -0.3398714783615394] User Vector: [0.0371765428381746, -0.16129659361072884] Predicted: -0.0022075537842752707 Movie Vector: [1.0932676968310726, 0.3108614074649755] User Vector: [0.36660693706330194, 0.10936208594975505] Predicted: 0.43479597368713657 Movie Vector: [-0.36162922178297713, 0.31782152771808586] User Vector: [0.11008776707323513, 0.15683766155284032] Predicted: 0.010035431663936133 Movie Vector: [-0.6246964823334807, 0.9562781465968531] User Vector: [0.5349658317231318, 0.32856833272753766] Predicted: -0.0199885569949374 Movie Vector: [0.11514512291719847, -0.0800034648756453] User Vector: [0.47150613296638355, 0.20890234650949938] Predicted: 0.03757872009521454 Movie Vector: [0.7821298851699791, -0.0023492721301559966] User Vector: [0.05987731585348026, -0.5538015405308643] Predicted: 0.0481328686975757 Movie Vector: [-0.5904737326296507, -0.12813930464054568] User Vector: [0.49691017147353367, 0.2569056584080719] Predicted: -0.3263321161582491 Movie Vector: [1.6393160373751892, -0.11794993285156163] User Vector: [0.6881091758853543, 0.18709026562428732] Predicted: 1.1059611232263205 Movie Vector: [0.6719388810996543, -1.0803406601881955] User Vector: [0.05340844308155111, 1.0647350298789737] Predicted: -1.1143893356194565 Movie Vector: [1.2720419320064802, 0.12831478856430553] User Vector: [1.1993284623304323, 0.866507282752889] Predicted: 1.6367817931090323 Movie Vector: [0.13659046290672266, -0.5246183765117741] User Vector: [1.117706891237668, 0.3516725180664668] Predicted: -0.031825763823650405 Movie Vector: [1.4471988530038378, -0.4082550189313512] User Vector: [-0.14940580308458154, 0.21573546752158423] Predicted: -0.30429499423331197 Movie Vector: [-1.1879129708091898, -0.07074788652189427] User Vector: [-0.038755652779128624, 0.05764204794793165] Predicted: 0.04196028956139426 Movie Vector: [-0.8954968899286453, -1.0727550997242739] User Vector: [0.3984609474200144, -0.21634920999478283] Predicted: -0.12473082082942327 Movie Vector: [0.535222309882572, -0.7031174482632382] User Vector: [0.09815135841806642, 1.5230651089365115] Predicted: -1.018360856163581 Movie Vector: [0.4303464959944926, -0.8633324127657718] User Vector: [0.33967798209472716, 0.241536816349873] Predicted: -0.062347333070153166 Movie Vector: [-0.24077129146693244, -0.5078444269545036] User Vector: [0.6598949277695235, -1.2121072732384166] Predicted: 0.4566781695936033 Movie Vector: [1.59809590952195, -0.3590047494123737] User Vector: [-0.20469461114943496, -0.8724809886399466] Predicted: -0.013896802085354099 Movie Vector: [1.2506793662521147, -0.0139751927841235] User Vector: [-0.12656658811454014, 0.7457376243269049] Predicted: -0.16871604727812825 Movie Vector: [-1.3078543006906096, -0.5209810677975614] User Vector: [1.2284521984806336, -0.7681043460635972] Predicted: -1.2064686685835704 Movie Vector: [1.1933540385820998, -0.4836045042720426] User Vector: [0.9777734721784711, 0.64431578408808] Predicted: 0.8552359064840525 Movie Vector: [1.0718326008063568, 0.6569540532366774] User Vector: [-0.33252149774222334, -0.004774110986097119] Predicted: -0.35954375331199057 Movie Vector: [-0.11100000943341584, 0.371759461672024] User Vector: [1.4201648611952067, 0.039562751463343815] Predicted: -0.14293048580339687 Movie Vector: [0.6180087754538686, -0.25581675441194474] User Vector: [1.2172578855551694, 0.4657545365209976] Predicted: 0.6331282413780744 Movie Vector: [-0.0741268033342753, 1.0830579179905147] User Vector: [1.6641625922258954, 0.3929369468877049] Predicted: 0.30221441840756036 Movie Vector: [1.0208695164623012, 0.4866120115433887] User Vector: [0.8328304477487264, -0.8483554505137384] Predicted: 0.4373912642100361 Movie Vector: [1.6128791283278154, -0.05231819589723049] User Vector: [-0.07618949563031005, -0.12227219302160208] Predicted: -0.11648738675266222 Movie Vector: [-0.8852594085476171, -0.11748613343518316] User Vector: [0.6727181549713488, -0.05560280157929577] Predicted: -0.5889975178234652 Movie Vector: [0.005279504681925423, 0.006425866440971012] User Vector: [-0.6922710931461061, 1.3474173007238825] Predicted: 0.005003475137278845 Movie Vector: [-0.1405874366636901, 0.227941724777047] User Vector: [-0.5767017717131747, 0.9370866901280428] Predicted: 0.2946781802179641 Movie Vector: [1.4034755840222435, 0.34641954620465665] User Vector: [-0.12333569402934115, 1.2941305115289337] Predicted: 0.2752134693248351 Movie Vector: [0.42654968864221454, 0.6774227634246262] User Vector: [-0.028868300175721784, 0.2487020885457513] Predicted: 0.1561626916405548 Movie Vector: [-0.5102227362334463, -1.6218667640159994] User Vector: [1.242787711176975, 0.8095891721371832] Predicted: -1.9471443173505432 Movie Vector: [0.8877018548246449, 0.6329424085721944] User Vector: [0.30614770569232874, -0.7390216039827004] Predicted: -0.19599022781830716 Movie Vector: [1.7289296991666503, -0.09358484025334454] User Vector: [0.6639213488202544, -0.2613920891463706] Predicted: 1.1723356747923703 Movie Vector: [0.6015698812820504, 0.02726973907568693] User Vector: [1.0505914481361847, -0.4126607993573442] Predicted: 0.6207510204059828 Movie Vector: [0.23504884135560533, 0.17054824573929314] User Vector: [0.4038936216357677, -0.07406340099356742] Predicted: 0.0823033446834677 Movie Vector: [-0.2030862521990523, -0.9240682125286981] User Vector: [-0.7632603595079752, -0.7916342019358614] Predicted: 0.8865316878240299 Movie Vector: [0.6158955481102485, 0.11453794157059503] User Vector: [0.34179784981833894, 0.39392851885330626] Predicted: 0.2556315357321813 Movie Vector: [1.166541571194825, -0.47043348583722056] User Vector: [1.4094609225089367, 0.0754122122344716] Predicted: 1.608718329205124 Movie Vector: [-0.9704969541049757, -0.2343700137618579] User Vector: [1.379192285057849, -0.07942938631728703] Predicted: -1.3198860454094454 Movie Vector: [0.34985406909853284, -0.457744608678251] User Vector: [-0.3081188742006398, -0.23780143904764534] Predicted: 0.0010556847548365694 Movie Vector: [0.1111359783403699, -1.0001568731986699] User Vector: [-0.5845254754246977, -0.12874291538518165] Predicted: 0.0638013011219306 Movie Vector: [1.448710623412438, 0.4542181065914853] User Vector: [1.0365445062315373, -1.4506498399807453] Predicted: 0.842741614174133 Movie Vector: [1.1965554346870344, -0.7469442676768362] User Vector: [-0.07843660296904416, 0.36266123801813743] Predicted: -0.3647414764072314 Movie Vector: [-0.1921769407717659, -0.2989427455291742] User Vector: [-0.008527493414860317, 0.4190125088895925] Predicted: -0.12362196222160307 Movie Vector: [0.8682991119105096, -0.5803929202318039] User Vector: [-0.015602260559139974, 0.017058308025297286] Predicted: -0.023447950196313516 Movie Vector: [0.38508805436087135, 0.7948793148608172] User Vector: [-0.4904239033813682, 0.6619575673666298] Predicted: 0.337319990850125 Movie Vector: [1.0357278915734425, 2.0414322364633657] User Vector: [1.1635350669234767, -0.8644137562400336] Predicted: -0.5595363859943734 Movie Vector: [1.6602202214358996, -0.037591311624668396] User Vector: [0.4441621148330934, 0.027991563253204926] Predicted: 0.736354685064523 Movie Vector: [1.9756649741379806, -0.22007009392386445] User Vector: [0.6709891868050123, 1.274504576726245] Predicted: 1.0451694924894495 Movie Vector: [1.157935222207128, 0.062128534838838276] User Vector: [0.859598961188957, -0.002447775689051142] Predicted: 0.9952078374161764 Movie Vector: [-1.1871522648798256, -0.7600501520590278] User Vector: [1.3816378920056909, 0.053903020572727584] Predicted: -1.6811835517210862 Movie Vector: [0.7302063122682889, 0.25887121247715483] User Vector: [-0.4407067230581493, -0.9421644367081266] Predicted: -0.5657060811196216 Movie Vector: [1.1470924014901291, -0.47284990875186833] User Vector: [0.22410055603568127, -1.713257494406534] Predicted: 1.067177694896827 Movie Vector: [1.0642726698097638, -0.5946799520737441] User Vector: [0.9617206626834012, -0.2775116000951798] Predicted: 1.188563602329788 Movie Vector: [0.3704310944129102, 1.2208809536053178] User Vector: [0.2818481673557044, 0.4348492337814305] Predicted: 0.6353044723054613 Movie Vector: [1.1895623940955067, 0.40445079539389495] User Vector: [0.034646698492087145, 1.6002124081794422] Predicted: 0.6884215908931078 Movie Vector: [0.9798921945364145, 0.2652922547234291] User Vector: [0.7540976091419909, -1.1525854903684196] Predicted: 0.43316235761546157 Movie Vector: [0.35231280061061354, -0.22649840522596237] User Vector: [0.8770824541777548, -0.2842535649764219] Predicted: 0.3733903549447489 Movie Vector: [0.8987971781101003, -0.647268936012645] User Vector: [0.33751227592058725, 0.05313536849093339] Predicted: 0.2689622077471751 Movie Vector: [0.28744922903920705, -0.3968613349627865] User Vector: [1.4147629604621792, -0.025275320330974387] Predicted: 0.41670331962624213 Movie Vector: [0.7130696861675394, 0.832889585224519] User Vector: [1.0728035378474272, -0.13874626906411525] Predicted: 0.6494233595600305 Movie Vector: [-1.5780106466625574, -0.1817085336110775] User Vector: [0.1637707733733973, -0.5541136037941214] Predicted: -0.15774485359600238 Movie Vector: [0.24682143742878382, 1.098309620760292] User Vector: [0.20668120445394933, -0.5314201240719831] Predicted: -0.532650482961051 Movie Vector: [1.1927436515344363, -0.813665358550592] User Vector: [1.3289969346633468, 0.25757469922062687] Predicted: 1.3755730467335205 Movie Vector: [-0.06763410328304556, 0.00277669460981525] User Vector: [0.23168578192125466, -0.7142597077961157] Predicted: -0.017653141184321 Movie Vector: [1.3287822038592343, -0.6529509772432052] User Vector: [0.8992167712454678, 0.0028622028582748343] Predicted: 1.1929943648893588 Movie Vector: [1.2449738646877826, 0.2529960264225558] User Vector: [0.627006331523888, -0.16474700909076312] Predicted: 0.73892615707604 Movie Vector: [-0.7365692540745076, -0.20393218204789393] User Vector: [0.1901711814945471, -0.04119812284984478] Predicted: -0.13167262221086032 Movie Vector: [1.191738378846719, -0.7246720201734516] User Vector: [1.074645876504431, 1.2154039732409374] Predicted: 0.39992748208435247 Movie Vector: [0.2883287301761702, -0.37799399294911157] User Vector: [0.29478523507383336, 0.3216902881358532] Predicted: -0.03660194400189916 Movie Vector: [0.294847033696196, -2.0082400412265518] User Vector: [1.0552911420726738, -0.35652601973045783] Predicted: 1.027139291487832 Movie Vector: [1.2797789033536564, -1.7528228040214802] User Vector: [0.5567108765626204, 0.5339905432348329] Predicted: -0.22352396622147008 Movie Vector: [1.4459795318906505, 0.2696362147383006] User Vector: [1.4853523866278548, -0.12041154173571275] Predicted: 2.1153218363843855 Movie Vector: [0.6842307018274288, -0.8352945334948886] User Vector: [0.13899543070239992, -0.03256013471607727] Predicted: 0.12230224363850534 Movie Vector: [-0.0665173013212167, 0.7452952169216815] User Vector:
avg loss: 14.424727243114088: 33%|██████████████▉ | 23244/70000 [00:37<01:09, 674.11it/s]
[0.9305712496128391, -1.5372049446798874] Predicted: -1.2075705809096366 Movie Vector: [1.6838167676810663, -0.3198489228850892] User Vector: [-0.14858178926728552, 0.07988453648641544] Predicted: -0.27573549109066464 Movie Vector: [0.7898664852476757, -0.016922654939461684] User Vector: [0.8055983240770296, 0.35161409483769107] Predicted: 0.6303648727613519 Movie Vector: [1.7031134782686947, 0.28911737676451466] User Vector: [0.8241670241056054, -0.29282637870703204] Predicted: 1.3189887726396272 Movie Vector: [-1.8654426749945774, -1.8421630613166964] User Vector: [-0.03475676732299826, -0.8982680259238884] Predicted: 1.7195929335280338 Movie Vector: [0.136356251655176, -0.2005791278234302] User Vector: [0.32260222523478665, 1.197824117082848] Predicted: -0.19626968648171367 Movie Vector: [0.7766826474641392, 0.4291677082879145] User Vector: [0.16741970558314195, -0.49645265796610993] Predicted: -0.08302946932277785 Movie Vector: [-1.5346804446541493, -0.8384174527181112] User Vector: [1.7540618635055254, -0.4353755760363725] Predicted: -2.32689795919945 Movie Vector: [-0.7540136730268568, -0.14996047760185055] User Vector: [0.40852514314681054, 0.2377251336115104] Predicted: -0.3436829182822949 Movie Vector: [0.4872835239870321, -0.9021394066049578] User Vector: [1.4698590210974474, 0.16148146081425352] Predicted: 0.5705592943278212 Movie Vector: [0.8562681110677884, -0.7085810051121337] User Vector: [0.6567404323394957, -0.15480009132683797] Predicted: 0.6720342937650037 Movie Vector: [-0.3100236646461177, -1.034980972643989] User Vector: [-0.00717787589892771, -0.8531871077149092] Predicted: 0.8852577339806491 Movie Vector: [-0.35440847253020547, 0.891127688369313] User Vector: [-0.4788042513375832, -0.3146096695010361] Predicted: -0.1106651041635704 Movie Vector: [-0.6619861049558068, -0.1898577646744461] User Vector: [-0.12430030715185085, 0.6172220979093521] Predicted: -0.03489933164047755 Movie Vector: [1.387463055934746, 0.04162290342169805] User Vector: [0.9515674075996721, -0.6264939172293318] Predicted: 1.2941881274650273 Movie Vector: [-1.427149864138515, 0.012982299740520772] User Vector: [1.1074399647708582, 0.1924061127815997] Predicted: -1.5779849214362527 Movie Vector: [0.15365432214258146, -0.6964255931467246] User Vector: [-0.02994130231495202, -0.5874878695236211] Predicted: 0.4045409774882233 Movie Vector: [-0.1217505835335775, 0.03634984003481345] User Vector: [0.17727260565331796, 0.5730332560233702] Predicted: -0.0007533759917314198 Movie Vector: [-0.502067616668188, -1.4868049661305636] User Vector: [-0.4076877364575164, 0.26091788748092887] Predicted: -0.18324720067086706 Movie Vector: [0.5584593818663901, -0.8027336915909025] User Vector: [-1.077230052597353, -0.8149085552134566] Predicted: 0.05256532353409016 Movie Vector: [1.1968025456696816, 0.06201785707657279] User Vector: [0.7561349241879536, 0.1361956334401857] Predicted: 0.9133907634670413 Movie Vector: [-0.43212825706214447, 0.03203835180653977] User Vector: [-0.7335095849915647, 0.36220255283209] Predicted: 0.3285745913136431 Movie Vector: [0.708230116623963, -1.9847513188565196] User Vector: [1.8871916005779592, -0.23102490367372755] Predicted: 1.7950929096242225 Movie Vector: [-0.09721082396098767, -0.080372949478435] User Vector: [1.3661891476603933, 0.10480609791601755] Predicted: -0.14123194794346228 Movie Vector: [-0.06363348979673444, 0.1286568926772559] User Vector: [1.0466710148064595, -0.10601190790076571] Predicted: -0.08024249199852447 Movie Vector: [-0.2073425767368054, -0.1958727680140293] User Vector: [0.49203753980597975, 0.19463701208347764] Predicted: -0.14014442166938113 Movie Vector: [0.7275177138840814, 0.4046778683009447] User Vector: [-0.7917139769966899, -0.921101771345735] Predicted: -0.9487354439111223 Movie Vector: [1.3018277325175474, 0.08093507858340984] User Vector: [-0.5000493313030439, -0.42812583209031074] Predicted: -0.6856284849809745 Movie Vector: [-0.3107067357355844, -1.1161731603318275] User Vector: [1.2303042111155038, -0.3757560180266982] Predicted: 0.03714497675712142 Movie Vector: [-0.2636290325237869, 1.0538623297734688] User Vector: [1.7591681382222113, -0.3704425346370828] Predicted: -0.854163226926018 Movie Vector: [-0.46964841555096587, -0.05642239814291082] User Vector: [-0.7683430625665266, -0.8574140267846125] Predicted: 0.40922845752650366 Movie Vector: [0.3507307999743575, -0.8232137183160803] User Vector: [0.9175404726364906, 0.431842269375174] Predicted: -0.033688776321744884 Movie Vector: [-0.12437894171817354, -0.4596388777215459] User Vector: [0.5265342899903698, 0.5914501003493471] Predicted: -0.3373432381202016 Movie Vector: [0.266276891587837, 0.15107255478876408] User Vector: [0.5714111051953491, 0.15647990792905886] Predicted: 0.1757933923741416 Movie Vector: [0.164001759443264, -0.4594880273566998] User Vector: [-0.035834271200103476, -0.689701966050464] Predicted: 0.3110329123193812 Movie Vector: [1.4286743055734752, 0.08643870817182658] User Vector: [0.4421161326523556, 0.0018206084471542872] Predicted: 0.6317973298421934 Movie Vector: [0.766352182382494, 1.2292665899347464] User Vector: [0.24822946057622952, -1.083715725363552] Predicted: -1.141944345332091 Movie Vector: [0.8819968887283448, -0.22176569035155846] User Vector: [-0.6297008056419794, -0.8309828043855073] Predicted: -0.37111067612113185 Movie Vector: [0.6268706833037616, -0.9026864459730913] User Vector: [1.0239172916354957, -1.7417376874042523] Predicted: 2.2141067351144157 Movie Vector: [-0.022936833434480917, 0.6281034943282492] User Vector: [-0.43542755538001254, 0.2975023870509014] Predicted: 0.196849618188201 Movie Vector: [1.6387938936647375, 0.254005530209147] User Vector: [0.9774174715810952, 0.18222513713369484] Predicted: 1.6480719765634044 Movie Vector: [0.3388971274411945, 0.17095947633579112] User Vector: [0.9223677048176124, 0.14480975351189956] Predicted: 0.3373443652359258 Movie Vector: [0.2274287788629533, 0.9319457498712004] User Vector: [-0.5885583037940039, -0.7891413910135245] Predicted: -0.8692920617240226 Movie Vector: [1.0558871570801203, 0.2805362154800762] User Vector: [0.30147552636371644, -0.637569860893987] Predicted: 0.13946270058205965 Movie Vector: [0.02890927309059571, -0.600933917016549] User Vector: [0.3531372645773306, -0.2706444425685653] Predicted: 0.17284836661162037 Movie Vector: [1.8432867619396862, -0.13860829310661202] User Vector: [1.1868974050332348, -0.6139386303041465] Predicted: 2.2728892600969965 Movie Vector: [0.0178562275114299, -0.8221945696610038] User Vector: [-1.976701049683229, 1.273939920237356] Predicted: -1.0827229081587524 Movie Vector: [0.29440730918033536, -0.5005375707559025] User Vector: [2.030235496126752, 0.7754733984634865] Predicted: 0.2095625983643426 Movie Vector: [0.7652155758674631, -0.31927921560656003] User Vector: [-0.2734747244771705, 0.7963950191007534] Predicted: -0.4635394957874538 Movie Vector: [-0.27378693379131513, -0.5479215868354922] User Vector: [1.6265853518143116, 0.044702665032348904] Predicted: -0.469831371183408 Movie Vector: [-0.21963642490194946, 0.33321522319191016] User Vector: [0.1984455799418173, 0.06509530227038252] Predicted: -0.021895132041244398 Movie Vector: [-0.18771369115837877, -0.4989738796420544] User Vector: [0.5448683325259165, 0.9848393103148838] Predicted: -0.5936883373855735 Movie Vector: [1.4934731266649763, 1.0237607971496911] User Vector: [0.09844016225884765, -0.6261778769488132] Predicted: -0.4940386255444894 Movie Vector: [0.21322226786087933, -0.5582909318477112] User Vector: [0.7120603671727295, -1.3147757209794393] Predicted: 0.8858544887787773 Movie Vector: [0.35847124128406027, -0.029860137506238643] User Vector: [0.42552520594577636, 0.20967495183707788] Predicted: 0.14627762587956872 Movie Vector: [-0.878568217299376, 0.20682578830927034] User Vector: [0.8980320150740496, -0.8434319323837125] Predicted: -0.9634258608618467 Movie Vector: [-1.1197731191778082, 0.9415838746546411] User Vector: [1.4384007388799689, -0.02595008432775258] Predicted: -1.6351166629522267 Movie Vector: [-0.008800257303650492, -0.5908053451410579] User Vector: [1.4165732545946204, 0.8619552256397569] Predicted: -0.5217139637101372 Movie Vector: [-1.5547390624070396, -0.26044725574205646] User Vector: [0.8912932588720134, -0.1287220295211028] Predicted: -1.3522031462860697 Movie Vector: [0.04989263751456816, -0.6337463484980704] User Vector: [0.35515540994452705, 0.5766295376998853] Predicted: -0.34771722382373266 Movie Vector: [0.15738768205072803, -0.08138402245685405] User Vector: [0.4638590325745156, 0.027545578459559374] Predicted: 0.07076392795925635 Movie Vector: [0.25796809136923965, 0.6577839524987291] User Vector: [1.0411004350892115, 0.6866216878447788] Predicted: 0.7202194198655361 Movie Vector: [1.6910298883202504, 0.8482180424931298] User Vector: [1.082551410922249, -0.43186679144697726] Predicted: 1.4643095870538363 Movie Vector: [0.3240204083456329, 0.6048458598885503] User Vector: [0.5211745370425374, -0.4353914380120254] Predicted: -0.09447352240062681 Movie Vector: [1.455895006868141, 0.08655080143206846] User Vector: [-0.5491838574775133, 0.28378015569563575] Predicted: -0.7749926360481221 Movie Vector: [0.7510191212743362, 0.2227890159151678] User Vector: [-0.865365248715088, -0.8690700320734789] Predicted: -0.8435251058783665 Movie Vector: [-0.030526818569027447, -0.20106370144396854] User Vector: [-0.1886434787498149, 0.7609999559983674] Predicted: -0.14725078270170316 Movie Vector: [1.0357307021473723, 0.12713857997184047] User Vector: [1.2499371773039338, -0.744836907347636] Predicted: 1.199900803578312 Movie Vector: [-0.5782617406726698, -0.2569593239200505] User Vector: [0.13262849169572108, -0.15162271756335716] Predicted: -0.03773311147475738 Movie Vector: [1.288551684685647, 0.09523154976818483] User Vector: [0.717305492150729, 0.28253701273852294] Predicted: 0.951191637935052 Movie Vector: [0.09226375173972792, 1.3527318447154761] User Vector: [0.4892963298752484, -0.2892773288405929] Predicted: -0.3461703395701307 Movie Vector: [0.007813218026853381, -0.17584891993332802] User Vector: [1.094735404340029, -0.6251858257625051] Predicted: 0.11849165861378647 Movie Vector: [0.7684981081836658, 0.2626941785694409] User Vector: [1.9741660950830007, 0.12605743974028544] Predicted: 1.550257464896762 Movie Vector: [1.1196308707865779, 0.29914103256327695] User Vector: [0.24264486422718626, 0.8909202098060394] Predicted: 0.5381834721194454 Movie Vector: [0.2356333403572179, -1.6192342680585234] User Vector: [-0.37794681881584324, 0.5280559595374881] Predicted: -0.9441031765305871 Movie Vector: [-0.52655174493937, -0.32580101235195635] User Vector: [-0.14224043656526236, -1.0044103629825472] Predicted: 0.4021348631508864 Movie Vector: [0.5618042730892878, -0.29063145377769717] User Vector: [0.37624874910605277, -0.8818526769511731] Predicted: 0.46767228051235316 Movie Vector: [0.9206267345850001, -0.5189582112552624] User Vector: [0.5839658256861238, -0.39033446819959067] Predicted: 0.7401818286187831 Movie Vector: [0.4435003529237004, 0.5050318030111014] User Vector: [0.14332028798302227, 0.04781802403449387] Predicted: 0.08771222119616537 Movie Vector: [0.7613293348408485, -0.03548202225591714] User Vector: [0.957143322549537, -0.23325527615744077] Predicted: 0.7369776580039272 Movie Vector: [0.9861270476354229, 0.27659055080935047] User Vector: [0.607700472177696, 0.13802261986227118] Predicted: 0.637445624927099 Movie Vector: [1.426775152529006, -0.3159777133492404] User Vector: [1.1031879279766308, -0.1460830163919064] Predicted: 1.6201601016856897 Movie Vector: [0.7417724371680071, 0.29767058810847663] User Vector: [0.16631092555679838, 0.5763059739558587] Predicted: 0.2949141987758022 Movie Vector: [-0.033014762853924184, -0.28213108686851995] User Vector: [0.7391265202251968, -0.22040302300002002] Predicted: 0.03778045764382198 Movie Vector: [1.1932283660059575, 0.033285804814020575] User Vector: [0.6994533714992796, 1.0691787896395966] Predicted: 0.8701960800746776 Movie Vector: [-0.28569043010438677, -1.4767762280447043] User Vector: [0.6094534665366962, -0.6987503386892157] Predicted: 0.8577828665309413 Movie Vector: [1.0026428866460875, 0.044356936451479506] User Vector: [0.1650123206262097, -0.29350569137760135] Predicted: 0.1524294161842488 Movie Vector: [1.5564317069254487, -0.7822182240877124] User Vector: [0.9583880661666866, -0.36127704870043986] Predicted: 1.774263065158904 Movie Vector: [0.19645882295238895, -1.6402079366339706] User Vector: [0.8657279821714159, -0.11623544531588478] Predicted: 0.36073020029964126 Movie Vector: [0.803908622961511, -0.22849990045791505] User Vector: [1.6760092127823787, -0.3280789685237527] Predicted: 1.4223242699687009 Movie Vector: [0.6597656514568154, -0.3345016854387163] User Vector: [0.7492120457451086, 0.19566479103051826] Predicted: 0.4288541710595924 Movie Vector: [0.8647721404384188, -0.5765368017200465] User Vector: [-0.36288694900225893, -0.40445611251425584] Predicted: -0.08063069008075843 Movie Vector: [0.44223258939993143, 0.4014505833088368] User Vector: [-0.5878723189301839, 0.9130625443789635] Predicted: 0.10657319320134806 Movie Vector: [-0.19695811923250803, -0.6652739525441538] User Vector: [1.024716693658032, -0.17460853527616738] Predicted: -0.0856637623179189 Movie Vector: [0.6944240435347299, -0.20987540798711277] User Vector: [1.1470307754278244, -0.635991291962656] Predicted: 0.9300046810082798 Movie Vector: [1.9889427916589975, -0.213950831562082] User Vector: [-0.15569153959899026, 0.7296534510038029] Predicted: -0.4657715280021095 Movie Vector: [1.4423669983424754, -0.6525894373633648] User Vector: [0.23039327640272375, 1.2406897765797016] Predicted: -0.47734938471734134 Movie Vector: [0.21587383004678057, 0.14301362705509996] User Vector: [-0.2896195851770321, -0.0381013590766028] Predicted: -0.06797030266599943 Movie Vector: [-0.2023015873926895, 0.2432359221637586] User Vector: [0.4310753301427642, 0.07892913857002762] Predicted: -0.06800882176803714 Movie Vector: [-0.04212382867502454, 0.0759106000933531] User Vector: [-0.3936339807534979, 0.8948806834946866] Predicted: 0.08451230006195991 Movie Vector: [1.320636778119812, 0.24132148297216807] User Vector: [1.2837964232350592, 0.1356781387009422] Predicted: 1.728170821781102 Movie Vector: [-0.09223275858861675, 0.08932195081199384] User Vector: [1.0178775160451456, -1.7330404812541822] Predicted: -0.248680207831953 Movie Vector: [1.4141935821816924, -0.47307943147725107] User Vector: [1.4481784592240632, -0.07140979594398729] Predicted: 2.08178718855553 Movie Vector: [1.6021941662317445, -0.06946588452583893] User Vector: [0.22760084269910985, -0.1407277689383441] Predicted: 0.3744365213485927 Movie Vector: [0.009142848168029294, -0.015068199675817573] User Vector: [0.3290025396937154, 0.22190944217172937] Predicted: -0.0003357555172772398 Movie Vector: [1.3040870584235957, 0.2478590427021744] User Vector: [0.741940599748541, -1.3930126849510471] Predicted: 0.622284343687161 Movie Vector: [1.4952751748552442, -0.32504841620100494] User Vector: [1.1469920453874378, -0.013689615602232044] Predicted: 1.7195185190941813 Movie Vector: [0.1005021387962992, -0.22878207550731416] User Vector: [-0.49435190930052036, 0.3175148307314173] Predicted: -0.12232512618182359 Movie Vector: [1.381636125844104, -0.458925003447502] User Vector: [1.0053509857411336, -0.6437525308357905] Predicted: 1.684463373486084 Movie Vector: [0.09739875793457031, 0.33059120178222656] User Vector: [0.603781109368422, 0.2657231093184814] Predicted: 0.146653252167748 Movie Vector: [1.0946943465412482, 0.1984655589168381] User Vector: [0.2637080434117017, -0.8074300716097818] Predicted: 0.1284326438119459 Movie Vector: [1.3604595761760507, -0.013713970749676861] User Vector: [1.6570621544315378, -0.9136478286685351] Predicted: 2.2668958159131694 Movie Vector: [1.6495693627882124, -0.09875841980533737] User Vector: [0.17943864135766419, 1.9820219376928543] Predicted: 0.10025513069788555 Movie Vector: [-0.38438963269782955, 0.45089838806944504] User Vector: [0.9016001713420609, 0.17172943952095043] Predicted: -0.26913323123840915 Movie Vector: [0.6558275645019006, 1.9981026151417496] User Vector: [0.4524967189928671, 0.5546052160402157] Predicted: 1.4049179537034029 Movie Vector: [-0.0034131102262367485, 1.5442725794218999] User Vector: [0.2663387764303013, 0.5086315301718275] Predicted: 0.7845566814722782 Movie Vector: [1.9532627789026533, -0.1053551473523164] User Vector: [0.07674707919829167, -0.4149239815209981] Predicted: 0.19362159040067176 Movie Vector: [0.07317454595603709, -0.2680782661839343] User Vector: [0.8058850397727413, -0.3856934880106476] Predicted: 0.16236631342246172 Movie Vector: [-0.734489219838633, 0.24604072854636816] User Vector: [1.260850862533358, 0.20380802816664342] Predicted: -0.8759362906212741 Movie Vector: [0.20757666906006125, -0.08835098472503553] User Vector: [0.8675090582773985, 1.0738668015469122] Predicted: 0.08519745131645895 Movie Vector: [-1.729428887670872, 2.6205959576748254] User Vector: [0.47155918902367344, 0.2058403874247639] Predicted: -0.27610359653263383 Movie Vector: [0.7425128449347067, 0.8679899471511014] User Vector: [-1.0412091129926169, -0.8037173657921777] Predicted: -1.4707297345184651 Movie Vector: [0.4793167006094744, 0.7899366200442938] User Vector: [-0.2451617618652263, -0.320173723079506] Predicted: -0.3704270754492686 Movie Vector: [0.8758324805289678, 0.3336925099111058] User Vector: [0.3901435445316297, 0.4029193556490116] Predicted: 0.4761515594477852 Movie Vector: [1.4533720649664057, 0.2055209663687872] User Vector: [-0.36141185756635896, -0.9819443646688489] Predicted: -0.7270760524816903 Movie Vector:
avg loss: 14.41433061542166: 33%|███████████████▎ | 23391/70000 [00:37<01:10, 660.72it/s]
[-0.011450672645811177, 1.1317983932317777] User Vector: [0.5724665872581327, -0.72531707632407] Predicted: -0.8274678290585107 Movie Vector: [0.7784357847733462, -1.6105958799005273] User Vector: [-0.15790600034817048, 0.9758801939008865] Predicted: -1.6946683008747438 Movie Vector: [1.6264592886757323, 0.0745258503202443] User Vector: [1.5973926428283807, 0.17505710886051745] Predicted: 2.61114038148293 Movie Vector: [1.173888470029695, -0.028602320590588537] User Vector: [0.5074372249110113, -0.34727622515809825] Predicted: 0.6056076135123626 Movie Vector: [1.009181978324178, 0.04547811897073997] User Vector: [0.7105748135142175, 0.13165531826900548] Predicted: 0.7230867322769803 Movie Vector: [1.3129243554199221, -0.40172050229718664] User Vector: [0.5062291189116072, -0.23292848412427408] Predicted: 0.7582126872835425 Movie Vector: [0.08563041687011719, 2.0525074005126953] User Vector: [0.4065171838528256, 0.16198419934322558] Predicted: 0.3672840038362777 Movie Vector: [0.05424779426475423, 0.3298488044999866] User Vector: [1.3533827067571975, -0.369673869404428] Predicted: -0.04851845724029409 Movie Vector: [1.0819882532511929, 0.05896766731272477] User Vector: [1.1544483915627504, 0.21281698984575445] Predicted: 1.2616489201113494 Movie Vector: [-0.4683203865732364, 0.19154936374980835] User Vector: [0.9609125993665343, 0.3482865326015586] Predicted: -0.38330089627597336 Movie Vector: [0.06551071315789167, -0.31151078325514664] User Vector: [-0.23135078189707795, 0.7404497592563511] Predicted: -0.24581403917874414 Movie Vector: [0.4116242358731208, 0.7591225339948895] User Vector: [-0.22749123402916155, -1.0571588276576536] Predicted: -0.8961539934616316 Movie Vector: [1.023787677004294, 0.006746918668758213] User Vector: [0.3213043169864738, -0.5375271305360052] Predicted: 0.32532074846705594 Movie Vector: [1.0100187355482695, -0.5280715063440965] User Vector: [0.9479640691963075, 1.0685822826755649] Predicted: 0.3931736148497481 Movie Vector: [0.7981357974876413, -0.6508064228682858] User Vector: [1.5874841196965337, 0.003620451631315774] Predicted: 1.2646716906976148 Movie Vector: [1.371245213231343, 0.7614441993836945] User Vector: [1.1903983153474187, 0.21477623768350337] Predicted: 1.79586811210836 Movie Vector: [1.3724838944897053, -0.7125959313359486] User Vector: [-0.5353225824492265, 0.06396871545444133] Predicted: -0.7803054691338227 Movie Vector: [1.0480013522931284, -0.03376143030025277] User Vector: [0.4928073984620006, 0.1452461179822048] Predicted: 0.5115591033195966 Movie Vector: [0.09480509155617528, -0.5355123277436429] User Vector: [0.8932875280191169, -0.047727965300252265] Predicted: 0.11024711967624777 Movie Vector: [1.9576550636478582, -0.06731987925602503] User Vector: [1.1843168321281103, -0.4748224084449893] Predicted: 2.3504488305835576 Movie Vector: [1.7950157086579548, 0.7734121696358996] User Vector: [0.15587634750856574, -0.9534815630654936] Predicted: -0.4576337520122105 Movie Vector: [0.5495387006461064, -2.1280747935922637] User Vector: [0.4945164047933125, 1.0053083570625319] Predicted: -1.8676154719141242 Movie Vector: [0.3130079496876065, -0.7425390627864957] User Vector: [0.5159448648823275, -0.7983400944441246] Predicted: 0.7542935498220892 Movie Vector: [1.4502472825043955, -0.026560562113691843] User Vector: [0.41280864066501594, 0.312786474270993] Predicted: 0.5903668247405754 Movie Vector: [-0.3968525795142868, -0.9061696590837487] User Vector: [0.35681515501604727, -0.3470963512958969] Predicted: 0.17292516764510746 Movie Vector: [-0.7554662820445546, -1.3517943204164418] User Vector: [1.0953969329101056, -0.6400745801980292] Predicted: 0.03771373388602828 Movie Vector: [1.7658407603676092, 0.8183734263848573] User Vector: [1.1582087276350608, 0.14890658971881318] Predicted: 2.167073376310966 Movie Vector: [1.1664718100567208, 0.873293169297352] User Vector: [1.1965756169048951, 0.3125244591768324] Predicted: 1.6686972011582673 Movie Vector: [0.8327521320221203, -0.9261527090877371] User Vector: [0.32101024390746935, 0.2556038658859937] Predicted: 0.030593752171274274 Movie Vector: [0.13535981914482184, -0.49498202152452675] User Vector: [1.5591947756380784, -0.0901640757756127] Predicted: 0.2556819193382247 Movie Vector: [0.20163627830623965, 0.17956133149681947] User Vector: [0.11951557839726645, -0.06076037206650953] Predicted: 0.013188463117137814 Movie Vector: [1.0737384097361282, -0.281319107802866] User Vector: [1.2029944846836866, 0.22177081457099831] Predicted: 1.2293130172137667 Movie Vector: [0.12506647495338277, -0.8248928581731664] User Vector: [-1.562801959114792, -0.6211246580303617] Predicted: 0.31690716236776795 Movie Vector: [0.731289515609013, 0.5592993484394416] User Vector: [0.48841735668004127, -0.055538950299717046] Predicted: 0.32611159346593965 Movie Vector: [0.5330394405758607, 0.706295806508284] User Vector: [0.3425793158365589, -0.9228686920142796] Predicted: -0.4692100002610904 Movie Vector: [-1.2145112796485844, -0.7835906025142574] User Vector: [1.1696608947273543, 0.36248147268725717] Predicted: -1.7046034255934903 Movie Vector: [1.4605068300977841, -0.006467730871935105] User Vector: [0.6305927156407295, -0.16442461054270635] Predicted: 0.9220484223329082 Movie Vector: [-1.6352152360522436, -0.024076376042894698] User Vector: [0.820506348075206, -0.4337916837983891] Predicted: -1.3312603499467517 Movie Vector: [1.2292218410262001, -0.6422772536757753] User Vector: [-0.701674150115175, -0.8205112434380216] Predicted: -0.3355174825596017 Movie Vector: [0.9800112808808014, -0.5586520328421861] User Vector: [1.821567139092799, 0.2576472418144976] Predicted: 1.6412211897968594 Movie Vector: [0.4238725830122799, -0.08683643325309505] User Vector: [-0.9509743804199453, -0.010191509834522688] Predicted: -0.40220697264361094 Movie Vector: [1.5500566581327164, 1.3012955686648244] User Vector: [0.6517347975239636, -1.2039579259180557] Predicted: -0.5564792516172612 Movie Vector: [1.399786819549394, 0.2010518031719873] User Vector: [-0.2773332734725072, -0.559336317935463] Predicted: -0.500663036129808 Movie Vector: [0.8259035067326042, 0.6488055302477663] User Vector: [0.421381073294347, -0.8484784036560702] Predicted: -0.20247737448330527 Movie Vector: [-0.6237965498131028, 0.1632116301033292] User Vector: [1.2429653107649359, -0.6649855353667922] Predicted: -0.8838908456148874 Movie Vector: [1.646128992900314, -0.3235321368443782] User Vector: [0.08956882935961025, -1.1327740766917958] Predicted: 0.5139306644630095 Movie Vector: [-0.7922917929719708, -1.0523176070693347] User Vector: [-1.4858927433296145, 0.06287248305888035] Predicted: 1.1110988048536323 Movie Vector: [1.079474451311097, 0.8956273395610325] User Vector: [0.4122490641104051, 0.10156477004627676] Predicted: 0.5359765170737677 Movie Vector: [0.33423568994107133, 0.5385166390862163] User Vector: [-0.8861735506105562, -1.073729998308995] Predicted: -0.8744122980712569 Movie Vector: [0.4645108185700294, 0.804141938757452] User Vector: [0.33418451628923845, 0.27003850991438916] Predicted: 0.3723816141166738 Movie Vector: [-0.7614081379221894, 0.25412423961411934] User Vector: [1.2139661087997748, 0.32554406038072353] Predicted: -0.8415950375967383 Movie Vector: [-0.20696807832556896, 0.3276606278855321] User Vector: [1.9696909896720103, 0.1732097543560716] Predicted: -0.3509091421593949 Movie Vector: [0.7348983655492536, -0.2309914393354201] User Vector: [0.7424909939083241, -0.8380483637586613] Predicted: 0.7392374156355751 Movie Vector: [0.6433618470510385, 0.46187639131125613] User Vector: [0.9130985503600775, -0.10435024572018947] Predicted: 0.5392558549736012 Movie Vector: [0.11363206239115195, -0.191338428814195] User Vector: [-0.6898060429177357, -1.612934489884278] Predicted: 0.23023226776806105 Movie Vector: [-0.10493343876459138, 0.1547453687661119] User Vector: [1.1994118383596963, -0.3732497772294675] Predicted: -0.18361708311328623 Movie Vector: [-0.0025067232431114223, -0.5874702840610042] User Vector: [0.07777973321635924, -0.6287986144780886] Predicted: 0.36920552839951215 Movie Vector: [0.7522423087304851, -0.9119443775455732] User Vector: [0.2566060394953174, 0.6125410756159021] Predicted: -0.36557347033949616 Movie Vector: [0.36150179074449806, 0.5262019752857238] User Vector: [0.49361158547695083, -0.04723936065147574] Predicted: 0.1535840271961074 Movie Vector: [-0.057739609801070374, -1.1629212871700532] User Vector: [1.1695679875860883, 0.7704814436466225] Predicted: -0.9635396714252149 Movie Vector: [1.5271431284376056, 0.487370100950029] User Vector: [0.8490743856463122, -0.7283429839928761] Predicted: 0.941685519937294 Movie Vector: [-1.0000645022082741, -0.37875290547651297] User Vector: [-0.17794623675659343, -1.4648209911223529] Predicted: 0.7327629210723948 Movie Vector: [0.04555702209472656, 0.2690601348876953] User Vector: [0.34204494988583495, -0.38082250664512707] Predicted: -0.0868816056668695 Movie Vector: [0.4629519148239537, 0.378389991264246] User Vector: [0.8713795408293322, -0.16341953827623695] Predicted: 0.3415705093046045 Movie Vector: [0.3651476816827151, -0.8232167502652923] User Vector: [0.33886842418909985, -2.3679721818980988] Predicted: 2.073091383788891 Movie Vector: [0.9871733572665125, -1.1744534335840644] User Vector: [0.2770531301580999, 1.1844188082375606] Predicted: -1.1175452674967812 Movie Vector: [0.3101561449213856, -0.6818316594240068] User Vector: [-0.16448564216653125, 0.1979737869106183] Predicted: -0.18600102832101142 Movie Vector: [1.7862243792762522, 0.2814917796771324] User Vector: [1.2862788784818007, 1.4836951557247389] Predicted: 2.715230681175605 Movie Vector: [1.3436185569820975, 0.08776951008161829] User Vector: [0.2226531813216028, 0.4457903306872465] Predicted: 0.33828774511834747 Movie Vector: [1.3322543654137298, 0.3753246111899742] User Vector: [-0.40709401937364775, -0.20692680030768137] Predicted: -0.6200175053146297 Movie Vector: [0.050147433044691256, -1.7345068298590949] User Vector: [1.2249019297547432, 0.08048275961722032] Predicted: -0.07817220873328729 Movie Vector: [2.614183798371761, 0.9217494490607201] User Vector: [0.44533187431843735, -0.04399636785793554] Predicted: 1.1236257429080634 Movie Vector: [2.3905947673231713, 0.5184489602794713] User Vector: [0.8139767061339154, 0.13631505623040585] Predicted: 2.0165608535797803 Movie Vector: [0.33202797406236856, 0.7060957537578825] User Vector: [0.3903236280313473, 0.30330384719906445] Predicted: 0.3437599220496108 Movie Vector: [-0.9142509600405858, -0.6905390152279919] User Vector: [0.0009835381508081636, 1.0287094426785715] Predicted: -0.71126320620161 Movie Vector: [1.5642611340166455, -0.12608323239888883] User Vector: [0.4842689445866307, -0.5215273707986267] Predicted: 0.8232789451229117 Movie Vector: [-0.4291656551055092, 0.3716437053178391] User Vector: [-0.22387477878902448, 1.0640133394530982] Predicted: 0.49151322608254977 Movie Vector: [1.058185569162652, -0.7663462875407656] User Vector: [0.37053374358417884, 0.474426364458733] Predicted: 0.028518577234180165 Movie Vector: [-0.2740010672397302, -0.163117460172294] User Vector: [0.9782245611218656, 0.1729872095311916] Predicted: -0.2962518080085283 Movie Vector: [-0.6754822425497765, -0.272431972456741] User Vector: [0.794646340436187, 0.28509779392085066] Predicted: -0.6144392464127315 Movie Vector: [0.19727391888966866, 0.025608558627886302] User Vector: [0.5144096633270444, -0.07367073724448399] Predicted: 0.09959300880535614 Movie Vector: [0.9554643756665041, -0.6383476829551221] User Vector: [0.5855681104329348, -0.21457464713655258] Predicted: 0.6964626978655497 Movie Vector: [-1.0974080380631521, -0.5627827249917715] User Vector: [-0.4165221749010298, -0.8845835674025156] Predicted: 0.9549231333136663 Movie Vector: [1.417154600133493, 0.9002748790184352] User Vector: [-0.3087076980519068, 0.5447450496193208] Predicted: 0.05293374925104444 Movie Vector: [-0.2717551947264862, 0.28903892471774845] User Vector: [0.7997663178123537, 0.5641798318237212] Predicted: -0.0542707194950125 Movie Vector: [0.9449438864242949, -0.08022878267006067] User Vector: [-0.1929668786633793, 0.732524050869958] Predicted: -0.24111238515317732 Movie Vector: [1.4110798504651554, 0.32638071953700404] User Vector: [0.6076681806827224, 0.8075320904269151] Predicted: 1.1210312302529666 Movie Vector: [-0.5279214388475186, 1.0157159887958553] User Vector: [0.9693412437328448, 0.7624517563345193] Predicted: 0.26269841546876627 Movie Vector: [1.6912637134259263, 0.3850274425816722] User Vector: [1.4131055256675387, -0.6309486377188265] Predicted: 2.1470015584219073 Movie Vector: [-1.2375837785578172, -0.6640519848006223] User Vector: [1.0899884887449631, -0.3494417915813175] Predicted: -1.116904557213657 Movie Vector: [1.855774384134277, -0.8782375861377079] User Vector: [1.8847795968983956, -0.4665915302130889] Predicted: 3.907503914869614 Movie Vector: [-0.4813063062085994, -0.006676499062486666] User Vector: [1.455243607725645, -0.5986241804669163] Predicted: -0.6964212116884368 Movie Vector: [-0.8520622171281692, -0.4589910042066415] User Vector: [1.5779781419048033, 0.011371703262899496] Predicted: -1.3497550636713738 Movie Vector: [-0.35585909723436554, 1.2583606780375656] User Vector: [-0.7171456127734868, 0.2224570902254768] Predicted: 0.5351340452375537 Movie Vector: [-0.08487961046861278, -0.12967361264531108] User Vector: [0.45020216271538677, 0.4258017121373513] Predicted: -0.0934282304868182 Movie Vector: [0.4109706783916855, -0.4016603110855955] User Vector: [0.34427312890540224, -0.36766286363088135] Predicted: 0.2891617415188821 Movie Vector: [-0.3835725019610406, -0.9190880186289059] User Vector: [0.4916876336669026, 0.013155611806923354] Predicted: -0.20068902101839364 Movie Vector: [1.5316336365518008, -0.5549723326953712] User Vector: [-0.29163226990310287, 1.1226891555653773] Predicted: -1.0697352136434597 Movie Vector: [1.157388291664442, 1.2494717400890014] User Vector: [0.5548980026410875, 0.5296156938645389] Predicted: 1.3039722939161487 Movie Vector: [-0.6574157586711855, -0.4140000609126021] User Vector: [0.08677182227203972, -0.36348293313662233] Predicted: 0.09343679308899865 Movie Vector: [0.06486207772483807, 0.006109593350911491] User Vector: [0.5082453757600456, -0.1340528699313602] Predicted: 0.03214684254303436 Movie Vector: [0.25651368343062425, -1.0646372325730198] User Vector: [-0.12076751581528958, 0.6641376866751756] Predicted: -0.7380442291098523 Movie Vector: [-1.6873836517333984, 0.9681034088134766] User Vector: [-0.37701876276273394, 0.2845507233600695] Predicted: 0.9116498219478135 Movie Vector: [0.8547302306514486, -0.5534629643736342] User Vector: [0.11151175924037121, 0.6899372637172596] Predicted: -0.286542251512917 Movie Vector: [-0.6519172822603232, -0.1880135968711375] User Vector: [0.73472565631815, -0.25801106285628533] Predicted: -0.43047076511370524 Movie Vector: [0.43020180086197346, 0.38595005996251214] User Vector: [0.5045082641550502, 0.6936860423872018] Predicted: 0.48476853344374904 Movie Vector: [0.3671060949794607, -0.9474896145958275] User Vector: [-0.9768202985565038, -0.29238631094728496] Predicted: -0.08156369222721022 Movie Vector: [-0.14283552192698684, -0.02111722846162134] User Vector: [2.0589294387032124, 2.056665988841428] Predicted: -0.3375193465436222 Movie Vector: [0.5716429965906352, -0.7800495990011007] User Vector: [1.189100788133268, -0.3580440688448019] Predicted: 0.9590332701038975 Movie Vector: [0.23512076216552674, -0.19826401121278192] User Vector: [0.10805113336972724, 0.7431159868578708] Predicted: -0.12192809152004715 Movie Vector: [0.6139171410284203, -0.026357862988618252] User Vector: [0.16404776861921708, -0.6964261245133875] Predicted: 0.11906804147441982 Movie Vector: [-0.23554071198966306, 0.27592126788997534] User Vector: [1.772234874042956, 0.183068539606973] Predicted: -0.36692096048586653 Movie Vector: [-0.6789618563152104, -0.10556345271559892] User Vector: [1.0349872117022338, -0.0823890984832052] Predicted: -0.6940195608178397 Movie Vector: [0.40594189737595215, 0.7520549662191087] User Vector: [-0.20409024087326616, -0.5103246320319481] Predicted: -0.46664095351957463 Movie Vector: [0.2241964708511569, -0.16516012973409572] User Vector: [0.2431036033794891, 1.3326424551804221] Predicted: -0.1655964308578815 Movie Vector: [0.835595500419974, -0.6635188977768758] User Vector: [1.0210648244035765, 0.4836354203313142] Predicted: 0.5322959318846499 Movie Vector: [0.168553584167914, -1.5255124446256263] User Vector: [0.8957561282489046, 1.5117778071896268] Predicted: -2.15525295241989 Movie Vector: [0.8954788129695009, -2.007673799023881] User Vector: [0.14240793664116874, -0.9152595138990219] Predicted: 1.9650658354232695 Movie Vector: [-0.13136904704391536, -1.454515593199287] User Vector: [1.0471597978304266, -0.19348682204095852] Predicted: 0.14386521499346744 Movie Vector: [-0.3828297031617313, 0.26435374408494494] User Vector: [0.30112097587862835, -0.5944147293563603] Predicted: -0.2724138130559792 Movie Vector: [0.20325944005518473, 0.2561411862796466] User Vector: [0.030844917475031597, -0.2270388561690823] Predicted: -0.05188448129619949 Movie Vector: [1.6129814101765994, -0.32645326736977737] User Vector: [-0.04892061960488403, 0.10954831420397626] Predicted: -0.11467045510373788 Movie Vector: [-0.21115377746598668, -0.5386482119631427] User Vector: [-0.2550254446625667, -0.614805242172047] Predicted: 0.385013330391984 Movie Vector: [0.124950100090018, 0.7945419164790086] User Vector: [0.7853176542933445, -0.4663253960640123] Predicted: -0.2723895543851215 Movie Vector: [0.4013567709884417, -1.5753730987682262] User Vector: [0.9661150432468825, -0.7756288014793447]
avg loss: 14.399095742186342: 34%|███████████████ | 23524/70000 [00:38<01:13, 628.68it/s]
Predicted: 1.6096615626413278 Movie Vector: [0.22964928364285556, 1.0615940382293876] User Vector: [-0.9664918487177163, 0.5387634535021555] Predicted: 0.3499939095490815 Movie Vector: [0.09004046421441936, 0.13133946396503637] User Vector: [0.16476407374829202, -0.020465638689622097] Predicted: 0.012147487670957965 Movie Vector: [0.24861049367214427, -0.3520412376471598] User Vector: [0.15869461987587313, 0.12540235305387365] Predicted: -0.004693651782497664 Movie Vector: [-0.5606122942423241, -0.5311578854272389] User Vector: [0.7132362158819922, 0.21070886441262063] Predicted: -0.5117686661844996 Movie Vector: [0.4352624285280571, 1.0581509018279778] User Vector: [1.2673264181637285, -0.4647887883652034] Predicted: 0.05980289893953544 Movie Vector: [0.25578527014440394, -0.34637164498572814] User Vector: [-1.5888911151725769, -0.07392938861424717] Predicted: -0.38080789917735486 Movie Vector: [-0.09603523715515966, 0.05598723100201207] User Vector: [0.621504069975977, -1.293082804239932] Predicted: -0.13208241641875051 Movie Vector: [1.6601799346255857, -0.5012339406224706] User Vector: [1.0532721872194446, -0.4790690244437354] Predicted: 1.9887470058730214 Movie Vector: [-0.11886651530892603, 0.40842066122872933] User Vector: [0.6047521356034466, -0.2954955563534505] Predicted: -0.1925712695008403 Movie Vector: [-0.46634113115030157, 0.06445637014720987] User Vector: [-0.07553836316000517, -0.8776292112930274] Predicted: -0.021342147573828157 Movie Vector: [-0.6141642146833962, -0.4725406006232583] User Vector: [1.0243638439913625, -0.44588318988311676] Predicted: -0.4184297054398379 Movie Vector: [-0.008438148536459564, -0.12626465513398827] User Vector: [-0.05363509648899248, 0.7237024246101705] Predicted: -0.09092545615209287 Movie Vector: [-0.9505271652650052, -0.8703480863727051] User Vector: [0.9264376845473736, -0.09477393778417323] Predicted: -0.7981178706990293 Movie Vector: [0.5723300856660808, 0.2844254470853166] User Vector: [-0.9794008527814467, -0.8215282919048695] Predicted: -0.794204125692117 Movie Vector: [-1.0597399726489307, 0.8100087021262055] User Vector: [0.2677682906995337, 1.2012103410919377] Predicted: 0.6892260683062823 Movie Vector: [0.4519130897067035, -0.39979954926257405] User Vector: [0.6694348237082717, 0.3324896293285269] Predicted: 0.16959715559924207 Movie Vector: [0.9051290019283273, 0.4754336584808629] User Vector: [1.3323197346561677, -0.5817478989859634] Predicted: 0.929338699750299 Movie Vector: [1.3344086152364563, -0.2647466811213593] User Vector: [0.4001286808924652, 0.3241554221609575] Predicted: 0.44811608680149784 Movie Vector: [0.6723708628009487, 0.41727179881627174] User Vector: [-0.1947378684599459, -0.14148626173450013] Predicted: -0.1899742955781762 Movie Vector: [-0.266041542864042, 1.637483101498663] User Vector: [1.360824599850828, -0.3244241118166695] Predicted: -0.8932748769301659 Movie Vector: [0.5974268841528645, -0.3275269009566719] User Vector: [-0.6695154659580969, 0.36484657233166196] Predicted: -0.5194836058799525 Movie Vector: [0.3361295709351326, 0.8702758935028172] User Vector: [0.9119557518113636, 0.0003614062304984917] Predicted: 0.3068498186983445 Movie Vector: [1.1244460719799154, 1.3003484746737632] User Vector: [1.2590229313822863, -0.11907767832390587] Predicted: 1.2608609123492662 Movie Vector: [-1.5549730801124404, -0.3999438529219219] User Vector: [0.13634717243031044, -0.4507506895949358] Predicted: -0.031741215174769966 Movie Vector: [1.6891335230938165, 0.3382546620971286] User Vector: [-0.8918282715575997, -0.6290926848225583] Predicted: -1.7192105638631872 Movie Vector: [0.4268951324347637, -1.244837437283532] User Vector: [-0.25981633269024906, -0.01835708884593092] Predicted: -0.08806273631756374 Movie Vector: [-0.7256116751333821, -1.801193089135752] User Vector: [0.6052520482459691, 0.17567961276499947] Predicted: -0.7556108570200304 Movie Vector: [0.46873231242457847, 0.5134503072077529] User Vector: [-1.1021233800110173, 0.05484156841749391] Predicted: -0.48844242033803925 Movie Vector: [1.517150515750833, 0.46733834870705837] User Vector: [1.1573482124152012, 0.9591092639853238] Predicted: 2.2040999770295704 Movie Vector: [0.8262819652542687, 0.008995404058361297] User Vector: [-0.5593777042228455, 0.18760352504354938] Predicted: -0.4605161392541342 Movie Vector: [1.0408771965608545, -0.5662856007064258] User Vector: [0.994691100278531, -0.8202726589471515] Predicted: 1.499859879316894 Movie Vector: [-0.26059623531752507, -1.2134567597345405] User Vector: [0.17344488834799868, 0.0846936047339445] Predicted: -0.14797111210924715 Movie Vector: [1.0419636321893693, -0.10061560524814195] User Vector: [0.4191805377680491, -0.1605805209072564] Predicted: 0.452927781978035 Movie Vector: [0.09590744092941376, -0.06555803763834617] User Vector: [1.7357439243546426, 0.7930556470643646] Predicted: 0.11447958593408314 Movie Vector: [0.4938431997803592, 0.09425910856457188] User Vector: [-1.3459109581683233, 0.5306922730492432] Predicted: -0.6146463936215658 Movie Vector: [-1.0022044246715387, -0.3963683572033849] User Vector: [-0.06046220155543028, -0.57993411720304] Predicted: 0.2904630192461989 Movie Vector: [1.603923259910588, -0.30616928283600886] User Vector: [0.6555212907561023, -1.018105816823867] Predicted: 1.3631185733984563 Movie Vector: [0.025949146483072283, 0.3755745718516118] User Vector: [0.9221227846797427, -0.09993700414895532] Predicted: -0.013605498330343482 Movie Vector: [0.9230988166868563, 0.8057264027532847] User Vector: [0.894914718151571, 0.6812550366136371] Predicted: 1.3749998873696296 Movie Vector: [0.2973557011735616, -1.4091588997384312] User Vector: [0.7085019244820124, -0.23516626033307952] Predicted: 0.5420637152037304 Movie Vector: [-0.36489901337057795, 1.1439440358643482] User Vector: [1.2849610487877392, 0.80026138287052] Predicted: 0.4465732171450179 Movie Vector: [0.779228502721435, -0.6508495432657315] User Vector: [0.43139386667506935, -0.4528099178477767] Predicted: 0.6308655250298435 Movie Vector: [0.5487981935916229, 0.170061119596717] User Vector: [0.39898215208844406, 0.12256474931949031] Predicted: 0.2398041828337997 Movie Vector: [1.0607510797512152, -0.839280597455788] User Vector: [0.4847153517280725, 0.049373507332759164] Predicted: 0.4727241059848171 Movie Vector: [0.3339033909535676, 0.07470571514682514] User Vector: [0.8121951430879552, 0.13592868815101586] Predicted: 0.28134936225037765 Movie Vector: [1.464481614001751, 1.1707206251268554] User Vector: [3.122542715879402, 0.4356098962767864] Predicted: 5.082883886421081 Movie Vector: [0.2284563532397319, 0.16592630789852406] User Vector: [0.20323250120826875, -1.2240966338491168] Predicted: -0.15668007887976493 Movie Vector: [0.023139520595594442, 1.5949805740519267] User Vector: [-1.3064410136083167, 0.2157465832678241] Predicted: 0.3138811904889369 Movie Vector: [1.105037116040332, 0.166797722739953] User Vector: [0.9988421047270579, -1.3441851464202261] Predicted: 0.8795505774234794 Movie Vector: [0.40823343960478103, -0.518847703016516] User Vector: [-1.0189091476222039, 0.2556861335628103] Predicted: -0.5486149490708261 Movie Vector: [0.718470912170053, -0.7084605770036146] User Vector: [0.8823026011528865, -0.3488307577258552] Predicted: 0.8810415945553923 Movie Vector: [-0.6990384871807269, -1.7715007093285475] User Vector: [-0.5785835757233219, -1.4543321619003882] Predicted: 2.9808026438871043 Movie Vector: [0.1164631859455304, -0.14896551731768454] User Vector: [0.9006304019435628, 0.7295269229001229] Predicted: -0.003784069497244427 Movie Vector: [-1.089210880201865, 0.17453653724500723] User Vector: [0.38988459017190097, 0.49594109124049324] Predicted: -0.33810669689565376 Movie Vector: [1.1203457229975662, 0.06603868175493169] User Vector: [-1.1194746481662898, 0.35085681174226463] Predicted: -1.2310285127451106 Movie Vector: [0.7284252690868598, -0.3289954291286878] User Vector: [-0.3217630305958562, -0.23041378643364635] Predicted: -0.15857523959908676 Movie Vector: [1.963704570843649, 0.2898233470873082] User Vector: [0.5069729478936106, -1.085284559523931] Predicted: 0.6810042914893615 Movie Vector: [0.924553654225824, 0.4501669938486375] User Vector: [-0.22473016232738072, 0.7089679711888023] Predicted: 0.11137888753048811 Movie Vector: [0.11272372083663665, 0.31189633081666057] User Vector: [1.1140052549563477, 0.0014648985083461144] Predicted: 0.12603171384001755 Movie Vector: [-0.06822214202004226, 0.6259438740882768] User Vector: [0.4995711638050203, 0.6980264084034056] Predicted: 0.4028435394057295 Movie Vector: [1.135586668427378, 0.3234855303091683] User Vector: [-0.17839404934989023, 0.7715945076305111] Predicted: 0.04701775431598637 Movie Vector: [-0.08398401633326008, -0.3510063088505488] User Vector: [0.036530151878530925, 0.17694436062143032] Predicted: -0.06517653576567167 Movie Vector: [0.4859839849290729, 1.4282971176785018] User Vector: [0.32046854853314705, 0.9755203151106937] Predicted: 1.5490754365700026 Movie Vector: [0.11516634789898585, 1.091132382997189] User Vector: [-0.3052012479790549, -0.5040008461841594] Predicted: -0.5850805574334821 Movie Vector: [0.42653361850832255, 0.31382276778950424] User Vector: [1.892503930842191, -0.47024703944703333] Predicted: 0.6596423221992557 Movie Vector: [1.6579675623174792, 0.5730856203422368] User Vector: [-0.028554298544697126, 0.4377243591462759] Predicted: 0.20351143514841452 Movie Vector: [-0.42382692423317425, -0.21038532242841268] User Vector: [0.04259919651237151, 0.38008734476308537] Predicted: -0.09801948501158395 Movie Vector: [0.8378665409181395, -0.8517751426818919] User Vector: [-0.6673317561541039, -1.0202570234593438] Predicted: 0.3098946215556184 Movie Vector: [0.06487661837377783, -0.8093476337197002] User Vector: [-0.6115241848200275, 0.4190936284342608] Predicted: -0.3788660576451768 Movie Vector: [-1.260638128110427, 0.5372964049815576] User Vector: [1.701581712236994, -0.14023964510277992] Predicted: -2.2204290416909926 Movie Vector: [-0.3328980797009726, 1.1638739095797783] User Vector: [0.9607755363691483, 0.48299723453906435] Predicted: 0.24230754859824055 Movie Vector: [-0.6000038893953784, -0.2109951792559037] User Vector: [1.4495391542173368, -0.0578161315605368] Predicted: -0.8575302053187909 Movie Vector: [0.8330247877218531, 1.554795235995009] User Vector: [0.5684078474355024, 0.3985236551991885] Predicted: 1.0931205069844108 Movie Vector: [0.861201113120698, -0.9035002558177098] User Vector: [1.6981757574440501, 0.11267167260084746] Predicted: 1.3606719675671255 Movie Vector: [-0.013488706850373774, -1.6766544310986111] User Vector: [1.1244248945047646, 1.2678861632697027] Predicted: -2.1409739915520016 Movie Vector: [-0.527491486101069, -0.4199460067567603] User Vector: [-0.4362565330738831, 0.320203157308819] Predicted: 0.09565356968969749 Movie Vector: [0.4926064918122668, 1.009926406219712] User Vector: [0.3682066019828217, 0.32893613911155634] Predicted: 0.5135822553135948 Movie Vector: [-0.6141994049237929, -0.45727684528020557] User Vector: [0.5845988018554513, -0.5807741308353167] Predicted: -0.09348567385005352 Movie Vector: [1.5178106590839502, 0.868949752240871] User Vector: [0.34780222056157806, -1.1835275724509233] Predicted: -0.500528073230039 Movie Vector: [0.6019370912657316, 0.5206935770807699] User Vector: [1.4611626371631092, -0.043456513121798615] Predicted: 0.8569004604152808 Movie Vector: [-0.2570721224391739, 0.5588996782498126] User Vector: [-0.18305633064915025, -0.9567231559138243] Predicted: -0.4876535845684774 Movie Vector: [1.3600033830722345, -0.36858506894664184] User Vector: [1.6994913144689257, 0.08586437776148663] Predicted: 2.2796656095823398 Movie Vector: [1.6552284283445713, -0.30447849123209597] User Vector: [1.3368691712484932, 0.18669569102106862] Predicted: 2.1559790349063244 Movie Vector: [1.1393109518335809, -0.8850480428726284] User Vector: [0.7379280455972723, 0.5765897222871942] Predicted: 0.33041989876336886 Movie Vector: [-0.24562771024652608, -0.7813438723246027] User Vector: [-0.32600719845347126, 0.9830448939405665] Predicted: -0.6880197024204396 Movie Vector: [1.3118445841570887, -0.19810843890270635] User Vector: [1.2295916048309188, -0.08172441541798586] Predicted: 1.6292233838811576 Movie Vector: [0.9575782701591399, 0.11705195807328622] User Vector: [0.26544681755213323, 1.6786843674429315] Predicted: 0.4506793965670316 Movie Vector: [0.010070240482587416, -0.07994023768896308] User Vector: [0.18168934976745105, 0.02190834890386696] Predicted: 7.829682653531138e-05 Movie Vector: [0.742850855139051, 0.5165026535839221] User Vector: [1.4054197298573814, 1.3718640369417712] Predicted: 1.7525886635906265 Movie Vector: [-0.22195283667054377, 0.38531611847797986] User Vector: [0.9046153308523814, -0.8141381624057272] Predicted: -0.5144824954213185 Movie Vector: [1.0794319824510823, 0.42695786783213774] User Vector: [0.07770444685319702, 0.18529807261744463] Predicted: 0.16299113511016 Movie Vector: [0.9025858639656394, 0.361321971340938] User Vector: [2.058884107752376, 0.15501642937373586] Predicted: 1.9143305330523543 Movie Vector: [-0.9742931774304296, -0.7375328491126282] User Vector: [0.037388534079280694, 0.18809835182856577] Predicted: -0.17515610700507991 Movie Vector: [1.030884843200539, -0.027053827824713744] User Vector: [0.14108248842341453, 0.7152625174814525] Predicted: 0.12608920995929904 Movie Vector: [0.029289377297318214, 0.47112411452675174] User Vector: [1.3695456757154987, -0.10285960386627137] Predicted: -0.008346499770127691 Movie Vector: [1.37621440841111, 0.9725178678132401] User Vector: [0.18411220941502263, -1.0087609731661136] Predicted: -0.7276601953953601 Movie Vector: [1.2742329925293163, -0.09727538058351964] User Vector: [0.8067950600301264, -0.12220334474642981] Predicted: 1.0399322605688452 Movie Vector: [1.0230455092147834, -0.48084340483197696] User Vector: [1.1601590762460663, 0.002457905125251292] Predicted: 1.18571366545913 Movie Vector: [0.6823425911464104, -1.0270684551411695] User Vector: [0.9239633759245193, -1.463166813906284] Predicted: 2.1332320432252754 Movie Vector: [-0.8794826738456498, 0.10128466813415407] User Vector: [0.9747969149086944, -0.306893681564247] Predicted: -0.8884006218700924 Movie Vector: [-1.0122973294388833, -0.4931762746408318] User Vector: [0.3679222728882173, 0.13075138949524506] Predicted: -0.4369302174612038 Movie Vector: [-0.1355513868166232, -0.701114304247206] User Vector: [0.33130815438998595, 0.2443060098256762] Predicted: -0.21619571789355854 Movie Vector: [1.4194763356407412, 0.1480393824892331] User Vector: [0.7179088888574511, 0.2526070008407428] Predicted: 1.0564504632962115 Movie Vector: [1.0425144499755055, -0.6702461737459794] User Vector: [0.9508110501813449, -0.41638468998141276] Predicted: 1.2703145042768853 Movie Vector: [0.09492297574479391, -0.8810764973243332] User Vector: [-1.5499768763916932, -0.12662510831809334] Predicted: -0.035562010532500146 Movie Vector: [-0.06806061059127505, -0.47100153496808683] User Vector: [0.6386774912257638, -0.2734542207631303] Predicted: 0.08532857769920726 Movie Vector: [1.8092523901942401, 0.8239546982207366] User Vector: [0.5516432439051087, -0.7704236240432788] Predicted: 0.363267692919116 Movie Vector: [1.6995646385578795, -0.18136360930500817] User Vector: [-1.1460417240280656, -1.045777118179545] Predicted: -1.7581060757883762 Movie Vector: [0.7639979825018428, 0.9422317929700936] User Vector: [0.43838655847065183, 0.4077505915025715] Predicted: 0.7191220171435884 Movie Vector: [0.5624052974185569, 0.03336770255501928] User Vector: [1.0002434787283316, -1.7159629630498887] Predicted: 0.5052844893987012 Movie Vector: [1.838102436117269, -0.23555963595530147] User Vector: [1.2124054322315132, 0.024313479745343508] Predicted: 2.2227981041089353 Movie Vector: [0.5207177423928133, -0.29065387033612233] User Vector: [0.006165322401837703, -0.5186173290857096] Predicted: 0.1539485266843527 Movie Vector: [-0.21366952471482215, 1.2238120118279119] User Vector: [-1.728194944336142, 0.5760083172637152] Predicted: 1.0741884899509793 Movie Vector: [0.9880301770087013, 0.30962966707952594] User Vector: [-0.8352022050031327, -0.4233982904405808] Predicted: -0.9563016541584604 Movie Vector: [0.15630143038864325, -1.4127694288019483] User Vector: [-0.21470806058870562, 0.5912931337690767] Predicted: -0.8689200398354386 Movie Vector: [-0.7550231004528694, 0.9350034457876261] User Vector: [0.23037834881427283, -1.3581220419633853] Predicted: -1.443789764234857 Movie Vector: [0.6247964941393587, -0.9239081770099618] User Vector: [0.7380348168813076, 0.14664180447649283] Predicted: 0.32563800389289677 Movie Vector: [-0.992976043494313, 0.029746174472323916] User Vector: [-0.6547572949047434, 0.5137364167381689] Predicted: 0.6654400012286313 Movie Vector: [0.4394862408383973, -1.4563349289588718] User Vector: [-0.662918192422286, 0.21071859786072453] Predicted: -0.5982202786168671 Movie Vector: [0.11238086920103374, -0.44876384115738693] User Vector: [0.5610981296454554, -0.15518711756971623] Predicted: 0.13269906249535945 Movie Vector: [0.38489988029995564, 0.5366420721476315] User Vector: [-0.12656672874554303, 0.2516949385891921] Predicted: 0.08635457464945845 Movie Vector: [0.4470993420870475, -1.6715500929861202] User Vector: [-0.058935032950138105, 0.15900984612955937] Predicted: -0.29214273754145886 Movie Vector: [1.4089617603204836, 0.2112103594032862] User Vector: [0.9885049843881173, -0.2969223908727321] Predicted: 1.3300526379979412 Movie Vector: [0.12658470754544443, -0.5369183650548671] User Vector: [0.6589784135275814, -0.9164916387373513] Predicted: 0.5754977820124644
avg loss: 14.39155201693979: 34%|███████████████▌ | 23660/70000 [00:38<01:10, 656.58it/s]
Movie Vector: [1.6552806673851594, -0.224105578162808] User Vector: [1.182184065257793, 0.6039226592496074] Predicted: 1.821503991795267 Movie Vector: [1.7661630934162047, -0.28898630665699837] User Vector: [0.7782756532064263, -0.5452250229128597] Predicted: 1.5321243008661438 Movie Vector: [0.17298777414262081, 0.22046853773916084] User Vector: [1.1442590042675376, -0.37950791673861883] Predicted: 0.1142732627270945 Movie Vector: [0.6122589070373124, -0.749658079723617] User Vector: [0.8607128453404362, -0.472464530491678] Predicted: 0.8811659586270225 Movie Vector: [1.1054277335488933, 0.30368645409561335] User Vector: [0.7736657394789852, -1.040658143385025] Predicted: 0.5391977834263606 Movie Vector: [-0.5232113865756034, -0.4734885105209473] User Vector: [1.060416253282248, 0.02976656331904315] Predicted: -0.5689159839563724 Movie Vector: [0.6271345282760299, 0.3417193084516682] User Vector: [1.1420698964726435, -0.40851399364980523] Predicted: 0.576634346379785 Movie Vector: [-0.6413642928956212, -0.6288702738756615] User Vector: [0.6079685074817144, -1.2851917562604902] Predicted: 0.4182895998384609 Movie Vector: [1.6426238737490138, 0.18283542704442457] User Vector: [-0.1940334240474394, -0.23591180123762157] Predicted: -0.36185696956968993 Movie Vector: [0.8393361430742203, 0.23425055602181888] User Vector: [0.12372500235929185, 0.45689420134052133] Predicted: 0.21087458698925882 Movie Vector: [0.39223770969645605, -0.2709049799667751] User Vector: [-0.5675173022635274, 0.001589985107312352] Predicted: -0.22303242173660126 Movie Vector: [-0.337731470587055, -0.09461802973089978] User Vector: [0.3981304207193096, 1.5626119578760624] Predicted: -0.28231243716315213 Movie Vector: [1.1647718199460255, 0.6035208183572207] User Vector: [0.8104571629094363, 0.278642405142935] Predicted: 1.1121641570112049 Movie Vector: [-0.5433737722158137, -0.8360135844576648] User Vector: [-0.24008243042850125, -0.0893204647987072] Predicted: 0.20512761780646727 Movie Vector: [-1.4942875861120277, -0.4865195107615522] User Vector: [0.22284570356310066, -0.23681351812961196] Predicted: -0.21778117147060141 Movie Vector: [0.28897805218220624, 0.9899162450689377] User Vector: [0.18008763125650892, 0.5098425914248333] Predicted: 0.556742836582101 Movie Vector: [0.03459766254471572, -0.07698268777787975] User Vector: [0.6150860466303941, -0.11136037920584224] Predicted: 0.029853360780511297 Movie Vector: [-0.3529072433562269, -0.4687079641581921] User Vector: [-1.7370967410758877, 0.626994183364609] Predicted: 0.3191568551123229 Movie Vector: [-0.07016809787476207, -0.17144683343169873] User Vector: [0.8695131096844334, -0.7531997584939726] Predicted: 0.06812163255158579 Movie Vector: [-0.40595916403103727, -0.16889249339839896] User Vector: [-0.2277593484571675, -0.6460995557601366] Predicted: 0.2015823596558528 Movie Vector: [0.7096313355342152, -0.28203609327880014] User Vector: [1.4151786150882475, 0.7683260911179536] Predicted: 0.7875594015414552 Movie Vector: [0.5011058454392129, 1.426076255747843] User Vector: [0.6081898515147028, -0.569299501196829] Predicted: -0.5070970113350641 Movie Vector: [1.5958067977313932, 0.12591378693928895] User Vector: [0.9256418067530692, -0.04900449238452662] Predicted: 1.4709751462677432 Movie Vector: [0.15969159098895516, 0.29638596164852493] User Vector: [-0.07993256541154245, 0.8368305097925678] Predicted: 0.23526025683929763 Movie Vector: [1.514570352614376, 0.18149963740241368] User Vector: [0.20874236815917638, 0.11520355328489162] Predicted: 0.3370644052970811 Movie Vector: [1.1843111083475073, 0.8779524795587823] User Vector: [0.2155105614998671, 0.2398058191362854] Predicted: 0.4657696654738279 Movie Vector: [0.08370517437183797, -1.5884156300843002] User Vector: [1.9566187989762893, -0.42307442631358755] Predicted: 0.8357971491929775 Movie Vector: [0.7900836297960117, -0.07591295754425277] User Vector: [-0.6342812653418983, 1.1528935596023264] Predicted: -0.5886548042760681 Movie Vector: [1.7011504988033397, 0.1203367758759639] User Vector: [0.26599850657922613, 0.6625877067347894] Predicted: 0.5322371605117072 Movie Vector: [-1.1334018802790753, 0.4296754692613076] User Vector: [-1.6125432256582057, -0.07532966696240914] Predicted: 1.7952922139909244 Movie Vector: [0.02755424851934385, -0.14250072136336586] User Vector: [-0.3178229479030388, -0.2799497207863411] Predicted: 0.031135664665855666 Movie Vector: [1.381236154673987, 0.5289460432972362] User Vector: [0.38038402606358357, -0.5703323101456947] Predicted: 0.22372515064333648 Movie Vector: [1.2185859867213693, 0.9160912845762134] User Vector: [0.06410537603568758, -0.9475789548629122] Predicted: -0.7899509090871581 Movie Vector: [0.10777870596296679, -0.9094170890054811] User Vector: [-0.18091299012465706, -0.8630646243285363] Predicted: 0.76538715031294 Movie Vector: [-0.9672685439427412, -0.70219254990667] User Vector: [0.17738916017839057, -0.14946839126253283] Predicted: -0.06662736388589177 Movie Vector: [1.382802623088005, 0.5633357416271997] User Vector: [0.20230471791548266, -0.19179661784241364] Predicted: 0.17170160464276368 Movie Vector: [0.7340564690556203, 0.17058738197804724] User Vector: [1.6927424682005057, 0.44640140835409003] Predicted: 1.3187190067901964 Movie Vector: [0.11481712089780108, -0.5479633653763181] User Vector: [0.41131565634329875, -0.43296995164098867] Predicted: 0.2844777512495448 Movie Vector: [-0.9139981840042185, -0.42615364768508884] User Vector: [-0.9565805442851171, 0.36045859060850743] Predicted: 0.7207021371031224 Movie Vector: [0.8255300248748038, 0.3962387195155172] User Vector: [0.7676663260356255, 0.24558594973086334] Predicted: 0.7310422634800986 Movie Vector: [-0.7912509525528666, 1.9485334841874835] User Vector: [-0.10422900383074923, -0.3253199805385459] Predicted: -0.5514255765898605 Movie Vector: [0.36260970184690966, 0.580969085672338] User Vector: [0.5321712902183962, 0.3163558210478284] Predicted: 0.3767634249788565 Movie Vector: [0.14448684358343647, -0.09687795436396246] User Vector: [0.9882336211795465, -0.820101503213902] Predicted: 0.22223651264943556 Movie Vector: [0.4332667589215623, 0.09133513280968544] User Vector: [0.7429464684956938, -0.9646774306804595] Predicted: 0.23378506720764394 Movie Vector: [-0.8127809783851908, -0.3074723166937092] User Vector: [0.9763878666580539, -0.04627626878476253] Predicted: -0.7793608139745706 Movie Vector: [1.5044969321330794, -0.01794828185879908] User Vector: [0.9059323398136294, 0.27221625734904714] Predicted: 1.3580866118563 Movie Vector: [1.2611658250856495, -0.7898351451559095] User Vector: [0.8530446430922757, 0.14506813145675146] Predicted: 0.9612508424737235 Movie Vector: [0.8604325728541187, 0.31215588034286657] User Vector: [0.44052486575334415, -0.0947488386350682] Predicted: 0.3494655365107712 Movie Vector: [0.5697214385967702, 1.361848247237613] User Vector: [1.0429311308198053, -0.40236683837634935] Predicted: 0.04621765061864447 Movie Vector: [-0.1012840790621885, -0.290251279593713] User Vector: [-1.545553438149333, -0.16768352902318873] Predicted: 0.20521031549012433 Movie Vector: [0.48002541135145316, -0.4493090794867131] User Vector: [-0.7409420526411516, 1.2230474521390442] Predicted: -0.9051973384958226 Movie Vector: [0.3321945730970497, -0.6636181975845704] User Vector: [0.9190902209868375, -0.5439425781335694] Predicted: 0.6662869768888993 Movie Vector: [0.2117430995713081, -0.5245944296510306] User Vector: [-0.7442917464166365, 0.34062583032909777] Predicted: -0.33628905455750246 Movie Vector: [1.1038531854856675, 0.4607400028380502] User Vector: [1.4387588032211862, -0.5364699464843002] Predicted: 1.341005323415548 Movie Vector: [1.0270015610463568, 0.7654825316593687] User Vector: [0.2581992742135703, -0.8960715549383808] Predicted: -0.4207560647438058 Movie Vector: [-0.6406363717690428, -0.364853938280699] User Vector: [-0.18046219808836622, 0.28175337150884633] Predicted: 0.012811820605929738 Movie Vector: [-1.2970314879553035, 0.23978138284598965] User Vector: [-0.19006873377881864, -0.14578612548694125] Predicted: 0.21156833381790385 Movie Vector: [0.5157889614885203, -0.9425780761212224] User Vector: [0.13551497297317608, 0.3074606893866263] Predicted: -0.21990857790897156 Movie Vector: [0.46236329061708803, -0.6070543989461233] User Vector: [0.8356449471624663, -0.5220863279697396] Predicted: 0.7033063495812395 Movie Vector: [1.3496971434606921, -0.7832459893104566] User Vector: [2.1435964177521023, 0.18892834852507656] Predicted: 2.7452285905232707 Movie Vector: [1.935992251641244, 1.0438686280849672] User Vector: [-1.5491759175053, -0.1780645215553481] Predicted: -3.185068540546063 Movie Vector: [1.3272739466652663, 0.3321347438331099] User Vector: [0.5087198965380231, -0.7093443215207222] Predicted: 0.43961277030741164 Movie Vector: [0.2700869650846863, 0.18826436758712695] User Vector: [-0.1130269236745148, -0.7175045954728112] Predicted: -0.16560764769565434 Movie Vector: [1.887616438540399, -0.37407107399536266] User Vector: [0.9163727637617364, 0.7093912117480754] Predicted: 1.464397560245877 Movie Vector: [0.3163854556567044, -0.07599537875676476] User Vector: [1.478236830736722, 0.17120845882031493] Predicted: 0.4546815815867486 Movie Vector: [-0.0030030939705500085, 0.9393894969530587] User Vector: [-0.37991997233918634, -0.7281968363982898] Predicted: -0.6829195244487749 Movie Vector: [0.755279959946276, 1.2902590565779175] User Vector: [0.8872514501147152, -0.4885972710062708] Predicted: 0.03970618576982132 Movie Vector: [-0.4377525041608575, 0.4636373400812469] User Vector: [0.22250145003120764, -0.7138826482416019] Predicted: -0.4283832190914758 Movie Vector: [0.8149776158392396, 0.3156109512124734] User Vector: [0.035058488842948016, 0.49428224281854577] Predicted: 0.18457277247554832 Movie Vector: [1.0227174843124234, -0.24051815720275985] User Vector: [0.9551039124188954, -0.732408802348128] Predicted: 1.152959086025858 Movie Vector: [0.44694038764778, 0.5180253748747542] User Vector: [0.3028544835142246, -0.07108554941686557] Predicted: 0.0985337818778661 Movie Vector: [0.30692666711087724, 0.3121517044830305] User Vector: [1.0111640905908457, -0.45264296301600404] Predicted: 0.16905995179955444 Movie Vector: [-0.32735727618143473, 0.5041916218306994] User Vector: [1.0219597090630241, -1.1564575629415081] Predicted: -0.9176221609639003 Movie Vector: [1.1088724959827343, -0.12624718694909506] User Vector: [-0.03668078251812866, -0.951679418046832] Predicted: 0.07947253854028721 Movie Vector: [-0.6151420059486453, 0.277600137179554] User Vector: [0.6266879194987934, -0.3564259519591023] Predicted: -0.48444595706247084 Movie Vector: [0.48730477861329397, 0.46446520324005447] User Vector: [0.13903006342858953, -0.39659956963812054] Predicted: -0.11645668543722676 Movie Vector: [1.2470897828295573, -0.940688985991985] User Vector: [0.05478225585314264, -0.4939367498869533] Predicted: 0.5329592519501437 Movie Vector: [-1.3045013248322306, 0.2873556824755227] User Vector: [1.1317537818714725, 0.6667089129941915] Predicted: -1.2847917131292634 Movie Vector: [-0.8232420016878496, 0.622606399014039] User Vector: [-0.20049377990482753, -0.19134321347410568] Predicted: 0.045923391577925854 Movie Vector: [1.270092845937585, 0.6397311269798975] User Vector: [1.3445023073226339, -0.2771692481511832] Predicted: 1.5303289663931265 Movie Vector: [1.245294748142662, -0.021953056639278906] User Vector: [1.6125330948627932, 0.30277844083219596] Predicted: 2.0014320819781277 Movie Vector: [0.00670113967231506, -0.8719363290175116] User Vector: [-1.2399761464993628, -0.6979327434378992] Predicted: 0.6002436608663314 Movie Vector: [0.25774774287367147, -0.502059388766597] User Vector: [-0.17941361203117617, -0.7193183581126485] Predicted: 0.3148970816607802 Movie Vector: [0.21749423958484246, -1.1147937056986188] User Vector: [0.5031891902022507, -0.08558612591254172] Predicted: 0.20485162475278215 Movie Vector: [0.4728544282711906, 0.5119428701881772] User Vector: [1.3895487610381632, 1.4999694958161094] Predicted: 1.424952973838454 Movie Vector: [0.009696987258785483, -2.097125151951713] User Vector: [1.1586358219159372, -0.9094662117330478] Predicted: 1.918499744278308 Movie Vector: [1.6155580058744279, 0.4789795658853879] User Vector: [1.1751212094816699, 0.5944947783690572] Predicted: 2.1832273287152932 Movie Vector: [1.7426593869447067, 0.22373314210521403] User Vector: [-0.8605251460555492, -1.8358116267444031] Predicted: -1.9103341270404772 Movie Vector: [-0.39994479800268545, -0.21406335151439795] User Vector: [-0.1418860339553189, -0.044383308511504696] Predicted: 0.06624742096093239 Movie Vector: [0.3696461149384839, -0.40842644383526394] User Vector: [1.6823757365866834, 0.09050300332103264] Predicted: 0.5849198350932172 Movie Vector: [-0.5843724705265496, -0.8512667738839835] User Vector: [-0.7230124442749504, -0.3237407610670149] Predicted: 0.6980983215306553 Movie Vector: [-0.7040510227306062, 0.9777934294903388] User Vector: [0.1478609605194211, 0.1533840893857562] Predicted: 0.04587629431412303 Movie Vector: [0.050340472440428885, -1.48809060012035] User Vector: [0.4237326542590629, 0.1783548093598562] Predicted: -0.24407721329082088 Movie Vector: [1.2100713911855763, 1.3769453926665765] User Vector: [-0.08996870371524213, 0.0545919801356406] Predicted: -0.03369837894355038 Movie Vector: [0.15538695852398723, -0.25148515274085526] User Vector: [0.6622645758332021, -0.7879293709223637] Predicted: 0.30105981637231644 Movie Vector: [0.24612553251662783, 0.5245272022014856] User Vector: [0.35409905814445475, -2.402309283345458] Predicted: -1.172923747966409 Movie Vector: [-0.28566874941319387, 1.2478093926782141] User Vector: [1.9319660146337498, -0.2344477057358173] Predicted: -0.8444483646182264 Movie Vector: [0.8102571065010864, 0.023204690845804808] User Vector: [0.5207587395889869, -0.17564103084097327] Predicted: 0.417872773704022 Movie Vector: [1.2324037589112475, 0.7118427341437273] User Vector: [0.5806556084822988, -0.2332848346328928] Predicted: 0.549540040007137 Movie Vector: [0.5426385009081357, -0.06665284109461346] User Vector: [-0.33612551953686953, 0.24066674362863194] Predicted: -0.19843577025829245 Movie Vector: [0.26647111525163125, -0.06304170626597405] User Vector: [-0.4065400920919024, -0.9747209116417077] Predicted: -0.04688312233121111 Movie Vector: [0.8217419977937384, 0.5935101974101293] User Vector: [-0.008609402019247297, -0.7659785955050611] Predicted: -0.46169081464524814 Movie Vector: [-0.6531228922427122, 0.38967675590608336] User Vector: [0.4011564583588079, 0.3964889030080121] Predicted: -0.10750195684822389 Movie Vector: [-1.659909433689641, 2.6509419071847526] User Vector: [0.14921507547330848, -0.10572995617200766] Predicted: -0.5279674830880388 Movie Vector: [-0.07269268583372074, -0.6547624163854855] User Vector: [0.7706657928597701, 0.7670872753923184] Predicted: -0.5582816843775833 Movie Vector: [0.1510002897151675, 0.36202189011806385] User Vector: [0.30982532840201094, 0.4509803606762511] Predicted: 0.21004847692794312 Movie Vector: [-0.6509935728817553, 0.6237300386510848] User Vector: [0.6205910757638495, -0.029422713056878755] Predicted: -0.42235263166222725 Movie Vector: [0.21992203719440448, -0.6537130130129816] User Vector: [0.8361052881448864, 0.2913170165359087] Predicted: -0.006559746343803463 Movie Vector: [0.373640082398606, 0.6244719100818369] User Vector: [0.8578871604436182, 0.16132815909580064] Predicted: 0.4212859329774008 Movie Vector: [1.8726851672390958, 0.3040231459759287] User Vector: [0.4414670286997722, -0.8216834959019538] Predicted: 0.5769179550505685 Movie Vector: [0.6360726478194189, 0.9873887117800592] User Vector: [-0.29068089004036257, -0.8889775926016076] Predicted: -1.0626606033587183 Movie Vector: [0.25398601485560623, 0.08605415602627908] User Vector: [0.6670928223773619, -0.9509095018228018] Predicted: 0.08760253285767425 Movie Vector: [0.2466400543642432, -1.3833367905657923] User Vector: [-1.1996079492378702, 0.2424280915313493] Predicted: -0.6312310678977735 Movie Vector: [-0.22693925549137078, -1.5441356006847848] User Vector: [1.2345006727449752, 0.612099562247412] Predicted: -1.2253213888061425 Movie Vector: [0.9309291839599609, -0.34119606018066406] User Vector: [-0.3446652970995162, 0.923693320652343] Predicted: -0.6360195055899444 Movie Vector: [0.581831958223059, -0.8917521388064893] User Vector: [0.8850964945365619, -0.15220809746078107] Predicted: 0.650709323086891 Movie Vector: [0.007599599628119791, -1.0229609695199713] User Vector: [0.7387133905533829, 0.7588920561681308] Predicted: -0.770703027530619 Movie Vector: [0.15788699898886255, 1.1015973723109793] User Vector: [0.4918436423289655, 0.15134058929514824] Predicted: 0.24437211215060228 Movie Vector: [-0.5275625247140255, 0.11899701320468911] User Vector: [-0.05586989657962839, 1.1817692580289536] Predicted: 0.1701018756976273 Movie Vector: [0.42430087331792565, -0.5088927402371819] User Vector: [1.0633803335704801, -1.7122170314196175] Predicted: 1.322528021202964 Movie Vector: [0.1303568309755714, -0.24915928085816647] User Vector: [0.3298255341681153, 0.22055307653550282] Predicted: -0.011957834531661472 Movie Vector: [0.27632198999614727, 0.4525707525361218] User Vector: [-0.19507581013375058, -0.10160076296064935] Predicted: -0.09988526980761375 Movie Vector: [0.6591112298997084, 0.16214741815471412] User Vector: [0.18068123216564588, -0.11414250511981358] Predicted: 0.1005811166456046 Movie Vector: [0.013729421929265129, -0.09419409377890726] User Vector: [0.3483506674770166, 1.15994833196066] Predicted: -0.10447762866625637 Movie Vector: [-1.2517679697424478, 2.239098022889657] User Vector:
avg loss: 14.386176056066464: 34%|███████████████▎ | 23806/70000 [00:38<01:11, 643.28it/s]
[-0.16037494093095306, -1.0363609424157787] Predicted: -2.119761522956528 Movie Vector: [0.7800393796318819, -0.8930626175051148] User Vector: [0.3837325797675855, -0.4871765357580748] Predicted: 0.7344056756776294 Movie Vector: [0.235820519939909, -0.3471809935877835] User Vector: [0.5704943686053512, -0.5303805890657066] Predicted: 0.31867233851880994 Movie Vector: [-0.8582481817487455, -1.1410417384709766] User Vector: [0.6045463973699714, -1.1723122159460326] Predicted: 0.8188063225882913 Movie Vector: [-0.39341302822148005, 0.3213767727869307] User Vector: [0.20805351022733753, 0.8160973060703571] Predicted: 0.18042375701435387 Movie Vector: [-0.062492033448248344, -0.035699828713179664] User Vector: [-0.030618230715592762, -0.23812783838097176] Predicted: 0.01041451854004543 Movie Vector: [0.9526229960135638, 0.29232740706770816] User Vector: [0.5695811064601646, -0.06929051043220223] Predicted: 0.522340544859759 Movie Vector: [1.992176504238731, -0.29312804006917775] User Vector: [-0.16650361047044104, 0.3832794136175458] Predicted: -0.4440545239627055 Movie Vector: [-0.19337559072886698, -0.24004509514458444] User Vector: [0.6353251467690726, 0.3087111944528558] Predicted: -0.1969609836060076 Movie Vector: [0.3338820459218055, -0.157273286894356] User Vector: [1.2211916816833646, -0.2620415003133502] Predicted: 0.448946105200141 Movie Vector: [1.1024011353000773, -0.2941460251322322] User Vector: [0.4816849813456572, -1.3356565803299358] Predicted: 0.9238881443382096 Movie Vector: [-0.3576525971994451, 0.46164833748732226] User Vector: [1.3723853385408147, -0.08494776096605469] Predicted: -0.5300531733108117 Movie Vector: [1.6439962704098665, 0.3871325157021418] User Vector: [1.710700304102438, -0.910097982770411] Predicted: 2.460056398128079 Movie Vector: [0.15805314432519485, -0.5739809807447948] User Vector: [0.6811366806199456, -0.8184728232166755] Predicted: 0.5774436278700769 Movie Vector: [-0.018651538293183854, -0.6009722040651526] User Vector: [-0.6913219710175281, 1.3485725098584236] Predicted: -0.7975603753759388 Movie Vector: [0.2405940380852875, 0.7258719905029116] User Vector: [0.9835004781832503, 0.314377828878324] Predicted: 0.46482241192281215 Movie Vector: [-1.661672592163086, 0.0003910064697265625] User Vector: [0.3342039563542634, 0.3111261465786088] Predicted: -0.5552159021301344 Movie Vector: [-1.6179544074394634, 0.44777468757901195] User Vector: [0.10351920695717305, 0.19897342349087552] Predicted: -0.07839409461084289 Movie Vector: [1.8029050408583709, -0.5661508521637066] User Vector: [-0.4245914002407666, -1.803084395902603] Predicted: 0.25531979146414874 Movie Vector: [1.3378893074800178, 0.14752796834871473] User Vector: [0.7464417582453752, -0.22902994392641374] Predicted: 0.964868124694588 Movie Vector: [-0.3073293006331732, -0.025521252310978328] User Vector: [0.9687486774450191, 0.07260572330204498] Predicted: -0.2995778425121018 Movie Vector: [0.7467047146131082, 0.6400468294472382] User Vector: [1.4742215878233833, 0.1614297785647252] Predicted: 1.2041308279608647 Movie Vector: [1.196284582167946, 0.7149256525030092] User Vector: [-0.5614279651298293, -0.3189779646883769] Predicted: -0.8996731482216577 Movie Vector: [-1.374031249679824, -0.34626024698346747] User Vector: [0.5330808542831406, -0.19048914673865647] Predicted: -0.6665109333936545 Movie Vector: [-0.2196660016616595, -0.5771214500398991] User Vector: [0.773631675827318, 0.1080565831356535] Predicted: -0.2323023489334013 Movie Vector: [1.014472199411971, 0.24453718787426723] User Vector: [0.006472632892191438, -0.3072616175872845] Predicted: -0.06857058578036533 Movie Vector: [-0.7978538673333001, -0.32409700486471477] User Vector: [0.24638806136228178, -0.5128551358769742] Predicted: -0.03036685415543733 Movie Vector: [-0.24619694476799614, -1.4134205091018925] User Vector: [0.06578066717108946, -0.5862198432630873] Predicted: 0.812380150028222 Movie Vector: [0.21030901345524464, -0.4971586491931074] User Vector: [-0.368812775881124, -0.08973175865959393] Predicted: -0.03295373112032379 Movie Vector: [0.2831320046758259, -0.12430393432156195] User Vector: [-0.22795434500403272, -0.6242112967069001] Predicted: 0.013050749353074917 Movie Vector: [-0.48893813095499594, 0.1079522684206776] User Vector: [0.5120307878114352, 0.37195309540125077] Predicted: -0.2101981959892795 Movie Vector: [-0.7921847866054268, -0.8865464027775615] User Vector: [1.1358391498700724, -0.5926071851918918] Predicted: -0.37442072626590484 Movie Vector: [1.496814383147472, 0.5755733084903263] User Vector: [-0.2580237719137932, 0.23107342622704602] Predicted: -0.2532139965568322 Movie Vector: [0.23940520599174495, -0.07651353383397023] User Vector: [-0.17924321296692752, -0.1589437750730153] Predicted: -0.030750408411221383 Movie Vector: [0.04444895294229678, -0.51917328901789] User Vector: [0.1768703169729367, -0.0028066060577073317] Predicted: 0.009318815293976627 Movie Vector: [-0.12720268813482227, -0.9473054126584439] User Vector: [0.2744026867607696, 0.7117637545350719] Predicted: -0.7091624165925572 Movie Vector: [-0.18372069586451012, 0.3449965147613104] User Vector: [0.6289978572578984, -0.5887059641593432] Predicted: -0.3186614298868772 Movie Vector: [0.12185922310110928, -0.5705314072508781] User Vector: [0.5488116266556098, 0.8611040662342714] Predicted: -0.42440915624498354 Movie Vector: [-0.5328192440917544, -0.5381245856868851] User Vector: [-1.2112028593533026, -0.9048941841995449] Predicted: 1.1322979999252503 Movie Vector: [1.7972410689317861, -0.8797698875465387] User Vector: [0.19603083033959864, 0.11828774012361558] Predicted: 0.2482486672364384 Movie Vector: [1.1434032768632485, -1.5479864526759501] User Vector: [0.35026868822254315, 1.1467892764006502] Predicted: -1.3747158980460148 Movie Vector: [1.3081724459158874, -0.2315684342520626] User Vector: [0.5716250595147578, 0.8484156334178349] Predicted: 0.5513178724266955 Movie Vector: [0.6396601308227288, 0.06529714706297265] User Vector: [0.7922838274921851, 0.543285587080126] Predicted: 0.5422673756191478 Movie Vector: [0.06239453036436616, 0.0678524203352202] User Vector: [0.853940386104724, -0.7912497302975923] Predicted: -0.00040699994011208357 Movie Vector: [0.26976186502934296, 0.5281199690762479] User Vector: [0.7639780449633679, -0.24352974571031255] Predicted: 0.07747922047711256 Movie Vector: [1.3903188090990204, 0.005277490875937069] User Vector: [1.2294710967647675, -0.2659414728914502] Predicted: 1.70795328737894 Movie Vector: [0.40829253576431646, -0.5880806908343672] User Vector: [0.3416277942995862, 0.197994668012904] Predicted: 0.023047237275598556 Movie Vector: [-0.13964590232998947, 0.44815418239494814] User Vector: [0.6849000266463487, -0.7097369267065756] Predicted: -0.41371505433055183 Movie Vector: [0.6089493021882746, 0.4688392211069978] User Vector: [0.3481278705749774, -0.8103289750751769] Predicted: -0.16792178165575533 Movie Vector: [1.4707347008910354, -0.7725782042528552] User Vector: [0.8142038349573988, -0.7611711265822712] Predicted: 1.7855420557744577 Movie Vector: [0.027654949028405443, -0.39237385450704054] User Vector: [0.13096198080459798, -0.18317239174265973] Predicted: 0.07549380429115118 Movie Vector: [0.980183565003087, -0.20930604917580925] User Vector: [1.3387023136201202, 0.4154841833109246] Predicted: 1.2252106533382026 Movie Vector: [0.6650066375732422, 1.0829639434814453] User Vector: [1.23868088266612, -0.35587163718185205] Predicted: 0.4383348572323955 Movie Vector: [0.12280688243918352, -0.33860786521946945] User Vector: [0.7751767866339266, -0.2216056716603905] Predicted: 0.17023446790718816 Movie Vector: [-0.3344575535207261, 0.574915724050302] User Vector: [0.5805186822956299, 0.24117610617483412] Predicted: -0.055502922548534755 Movie Vector: [-0.6592661306829326, -0.8848016469419933] User Vector: [-0.5284823624650091, 0.6774774132063048] Predicted: -0.2510226087344582 Movie Vector: [0.39383014930237825, 0.28638458221711066] User Vector: [0.5185270590728794, 0.3375141308636211] Predicted: 0.30087043245174455 Movie Vector: [0.7306640734716943, -0.6473800654720195] User Vector: [-0.7859447462286189, -0.9105492182619312] Predicted: 0.015209822730825495 Movie Vector: [-0.631736588453953, 0.38127280866952723] User Vector: [0.6508798860789741, -0.6005588697314027] Predicted: -0.6401614057587173 Movie Vector: [1.417654350301612, 0.5302942808327521] User Vector: [0.8867602169932478, -0.00037634859326099446] Predicted: 1.2569199037882735 Movie Vector: [0.31261880911548684, 0.07341779657202646] User Vector: [-0.2438320039126784, -0.1291757193112686] Predicted: -0.08571026736986416 Movie Vector: [2.2312583717385808, -0.7237266261015813] User Vector: [0.25667167807408703, 0.08605297706639159] Predicted: 0.5104219997327403 Movie Vector: [1.641066185886072, 0.4559365502604292] User Vector: [0.30664253699690514, -0.7996461469982028] Predicted: 0.13863279292853514 Movie Vector: [1.8400714508803824, 0.5063813432329669] User Vector: [0.9144588626944241, 0.5577417245612453] Predicted: 1.9650996499089481 Movie Vector: [0.4386847262936969, -0.5704665160673907] User Vector: [-1.717027652626336, 0.050522006658566876] Predicted: -0.7820549189543393 Movie Vector: [0.3338909096962813, -1.9968500628054313] User Vector: [0.431081531338826, -0.038881826962464866] Predicted: 0.2215753832639745 Movie Vector: [0.4887703042511327, 0.37354798031318553] User Vector: [1.6342042160766705, 0.40029984320189554] Predicted: 0.9482816898480311 Movie Vector: [-0.170467848399156, -0.5057125780698453] User Vector: [-0.6286850452306458, 0.021945171486551368] Predicted: 0.09607263773254551 Movie Vector: [0.7140018677611469, 0.04665178886405867] User Vector: [-0.08118879401105455, 0.31122389221973956] Predicted: -0.04344979925588213 Movie Vector: [0.4476174541603587, -0.28890350194423364] User Vector: [1.8054348094113313, -0.36486640319198094] Predicted: 0.9135553146651525 Movie Vector: [1.8395249735555068, 0.2831106260235007] User Vector: [1.5619361405397418, -1.346761589766812] Predicted: 2.491938020838472 Movie Vector: [1.1665839963882596, -0.6218639122327039] User Vector: [0.17539819086575195, 0.018343013874905077] Predicted: 0.1932098640890524 Movie Vector: [1.8805052071406223, -0.23470929424038092] User Vector: [0.9798984201399034, -0.7671228983516909] Predicted: 2.0227549556097184 Movie Vector: [2.016609634915981, 0.1765686864651097] User Vector: [0.8290064840835588, 0.7205389749015656] Predicted: 1.7990070835560126 Movie Vector: [-0.9333387039655557, 0.315225795846203] User Vector: [-0.13679932994675176, -0.889903690472093] Predicted: -0.1528404897396809 Movie Vector: [0.7770230844448762, -0.27853754027658373] User Vector: [0.4990980341545972, -0.6444302024789116] Predicted: 0.5673086974175962 Movie Vector: [-0.136791699862517, -0.3705143553609693] User Vector: [0.7154982521934129, -0.8360415057945721] Predicted: 0.21189115740829317 Movie Vector: [1.348692063035557, 0.6651226174324013] User Vector: [0.8218146639560037, -0.44405238831152916] Predicted: 0.8130256277728223 Movie Vector: [-0.9735154442794413, 0.43283761311573854] User Vector: [0.6249093100912828, 0.2957815868591231] Predicted: -0.48033346858818593 Movie Vector: [0.156873924782385, 0.24985255119589603] User Vector: [-1.1520192106426403, -0.7223208642788246] Predicted: -0.361195485720305 Movie Vector: [0.4780657215603972, 1.4041935767478977] User Vector: [-0.381094300010966, -0.5268164913748034] Predicted: -0.92194045483066 Movie Vector: [0.44196885290876237, 0.30918322526140934] User Vector: [0.9262532014244697, 0.32170463535416616] Predicted: 0.5088407416769883 Movie Vector: [-0.1191734228302471, 0.2486576009679029] User Vector: [-0.7199041332497095, 0.061433895137970956] Predicted: 0.10106944465213175 Movie Vector: [-0.09014677323881248, -0.31654452430765906] User Vector: [0.6164321129725168, -1.0431970268965083] Predicted: 0.2746489407328639 Movie Vector: [-0.45209428795199275, 0.6123111716075949] User Vector: [-0.6133830374726182, 1.1036508070234317] Predicted: 0.9530846862621989 Movie Vector: [-0.014824363342841942, -0.513030085300304] User Vector: [-0.028798807379035382, -0.43626221638952617] Predicted: 0.22424256607204565 Movie Vector: [1.2917402016825117, 0.18387020332519655] User Vector: [1.289720511074912, -0.058437490922021836] Predicted: 1.6552389197523323 Movie Vector: [0.2813754359224731, 0.0470118220837678] User Vector: [0.49945690124439934, -0.030242763042143336] Predicted: 0.13911313591667168 Movie Vector: [-0.5274923069126894, 0.6178747460877869] User Vector: [1.6861305255008467, -0.329609004932648] Predicted: -1.093077960883355 Movie Vector: [0.5267459566350647, 0.21375060869237478] User Vector: [-0.07557193831668611, 1.1862132509414807] Predicted: 0.21374659148431327 Movie Vector: [0.3792821844791392, -0.9219869720910228] User Vector: [-1.021179836064086, 0.2121635660464595] Predicted: -0.5829273628156447 Movie Vector: [0.47427654225431803, 1.0465893340536159] User Vector: [-0.07761883858368954, 0.48505293882599787] Predicted: 0.4708384378493821 Movie Vector: [1.5518706076653497, -0.8484293694207399] User Vector: [-0.7202117859873922, -0.2779510307241945] Predicted: -0.8818536842408281 Movie Vector: [-0.8604633193906049, 0.9018946220403308] User Vector: [0.8274699697433631, -0.09072359325756013] Predicted: -0.7938306777125855 Movie Vector: [-0.08140150216129427, -0.8285032811068005] User Vector: [-1.4288432684214407, -0.6247823846958203] Predicted: 0.633944244100777 Movie Vector: [-0.23407527343144635, -0.2465407758191253] User Vector: [0.6151007568998705, -0.48044725634704144] Predicted: -0.025530038539257033 Movie Vector: [1.4784191046498665, -0.45844540495871133] User Vector: [-0.3580131064413753, -0.9862014204107906] Predicted: -0.07717390672689423 Movie Vector: [-0.08593025977406318, -0.772206582154451] User Vector: [-0.3528194990660619, -0.1156984954469502] Predicted: 0.11966101093760327 Movie Vector: [0.3099270097673233, -0.27067437415698253] User Vector: [0.6965705015665395, -0.19581123579531684] Predicted: 0.2688870963444449 Movie Vector: [1.1975473168105635, -0.6954837166630409] User Vector: [-0.6675065711602387, -1.0388131778906073] Predicted: -0.07689305336845909 Movie Vector: [-0.4450913044906624, 0.3534679371720999] User Vector: [0.19885576523122234, 0.5741342584594106] Predicted: 0.11442908004522745 Movie Vector: [0.9482741683375965, 0.052216483562113156] User Vector: [1.1031937009314967, -0.2400620055701687] Predicted: 1.0335948954983474 Movie Vector: [-0.3068435951121684, 0.6171748785538119] User Vector: [0.7114611883606652, -0.16189130525102877] Predicted: -0.3182225554765839 Movie Vector: [0.8409807346590589, -0.7746174491906601] User Vector: [1.5496962082366683, 0.714863378087832] Predicted: 0.7495190092470164 Movie Vector: [-0.6375775868835251, -0.019512682576146717] User Vector: [0.2770800454361487, -1.4232420571658984] Predicted: -0.14888875625225695 Movie Vector: [0.8943315288759335, -0.052424287311590156] User Vector: [0.02360887789290958, 0.829137472742663] Predicted: -0.022352777230856068 Movie Vector: [1.2438821287562472, -1.2190159402368541] User Vector: [-1.1208033973272888, -0.5206904683535635] Predicted: -0.7594173349323149 Movie Vector: [0.22665441175686263, -0.46843681363420475] User Vector: [1.2208807492512244, -0.1063576632685464] Predicted: 0.3265398529339115 Movie Vector: [-0.02220954688796288, -0.07040019598412238] User Vector: [0.8447832441879358, 1.2551455887235563] Predicted: -0.1071247485067024 Movie Vector: [0.9179552364732656, 0.5599126186500265] User Vector: [0.13844124482059605, -0.21708175140046057] Predicted: 0.005536053739177579 Movie Vector: [0.42578925901249576, 1.306290256371142] User Vector: [0.5295922994140003, -0.5632253423379182] Predicted: -0.5102410640911124 Movie Vector: [1.694348860535459, 0.3169888168428333] User Vector: [0.24052811173711247, -0.7747698953455013] Predicted: 0.16194513959750584 Movie Vector: [-0.019717542340076288, -0.5871549991006628] User Vector: [-0.8777079792487197, 0.9302560051517668] Predicted: -0.5288982196252124 Movie Vector: [1.4295700054312093, 0.62142171374004] User Vector: [0.23505766122419014, -0.8619310107040861] Predicted: -0.1995912637645051 Movie Vector: [0.5193151370010626, 0.37315189986181246] User Vector: [1.2981955518426205, -0.44647583430991866] Predicted: 0.5075692950441866 Movie Vector: [-0.5895969049991814, -0.3535088207031167] User Vector: [-0.15391291566282214, -1.5755256616407445] Predicted: 0.6477087973483172 Movie Vector: [0.22737687727091463, -0.27771559541043106] User Vector: [0.15895064571096718, -0.9739524183983004] Predicted: 0.30662347723886846 Movie Vector: [0.9885394599874459, 0.8555431807585072] User Vector: [1.1213043654053798, 0.8800025062302756] Predicted: 1.861333755115108 Movie Vector: [-0.364394258017636, -0.5812600030781111] User Vector: [-1.2392524968910001, -0.7920923064175314] Predicted: 0.9119880705675012 Movie Vector: [0.04213002562971699, -0.23667972234614706] User Vector: [-0.625284805015419, 1.2463390244146668] Predicted: -0.3213264391088033 Movie Vector: [0.8178416919233004, 0.3559909560887322] User Vector: [-0.46763580799791327, 0.41830243753639185] Predicted: -0.2335401757441057 Movie Vector: [0.7297982163307877, -0.4226142179054219] User Vector: [1.7013257339890484, 0.45159818770778715] Predicted: 1.0507726711572432 Movie Vector: [1.4030617350342303, -0.9063675252200671] User Vector: [1.3748287644991555, -0.017880312572344084] Predicted: 1.9451757663495088 Movie Vector: [0.20209768669138106, -0.6398389401764751] User Vector: [0.1830487967515461, 0.011116698473868503] Predicted: 0.02988084180534679 Movie Vector: [0.12854672994230956, 0.10919194956990169] User Vector: [0.6443507258759626, -0.8154834905300354] Predicted: -0.006215053425734529 Movie Vector: [1.5137897857388194, -0.2645285627712174] User Vector: [0.8763597971132445, -0.28396623062495946] Predicted: 1.4017416883649543 Movie Vector: [0.5591810826976845, -0.0721580817043575] User Vector: [0.322535444631991, -0.8444793979096132] Predicted: 0.24129173252970432 Movie Vector: [1.9050981494101482, -0.3297129321563804] User Vector: [-1.2584738118546723, 0.1391276659789805] Predicted: -2.443388320739474 Movie Vector: [1.8498825445619478, 0.7672107226182879] User Vector: [0.573073604466375, 0.747512169036796] Predicted: 1.633618209024229 Movie Vector: [1.5096530949593205, 0.2612976891593359] User Vector: [0.6246428848860822, 0.1267702015648119] Predicted: 0.9761188251357411
avg loss: 14.376205081629822: 34%|███████████████▎ | 23872/70000 [00:38<01:11, 643.05it/s]
Movie Vector: [0.3821475150160343, -0.33394516185561196] User Vector: [-0.9141256715238932, 1.6449715372653146] Predicted: -0.8986611400451596 Movie Vector: [0.28973347798215493, 0.061293755989218435] User Vector: [1.5192131368048842, 0.006758904316994725] Predicted: 0.4405811845546188 Movie Vector: [0.5698498067623723, 0.7848620791900816] User Vector: [0.37795067184564196, 0.14567731942265955] Predicted: 0.3297117211298541 Movie Vector: [0.027508280599470955, -0.9409467121403563] User Vector: [0.8856526649887008, 0.14403861998837242] Predicted: -0.1111698838771148 Movie Vector: [-0.5296490092209636, 0.1631306772815287] User Vector: [0.8623647904595689, -0.782088410835442] Predicted: -0.5843332690075747 Movie Vector: [2.0346901301039066, -0.10795527463928162] User Vector: [1.8222195841261055, -0.6377149007334117] Predicted: 3.7764968899536697 Movie Vector: [-0.429987284354599, 0.30432104954407496] User Vector: [1.0670622322785102, -0.07961546540749564] Predicted: -0.483051853487542 Movie Vector: [0.18054383209025204, -0.15195172695835146] User Vector: [0.5621649025939645, -0.5362021697042119] Predicted: 0.18297225146632765 Movie Vector: [0.33193078340116994, 0.39099564800343295] User Vector: [0.5841596126291634, -0.674922015804221] Predicted: -0.06999101306983241 Movie Vector: [-0.08293662578906266, -0.3448683990040268] User Vector: [1.372876923897302, 0.4081866189417267] Predicted: -0.25463244546101005 Movie Vector: [0.13550018259087693, 1.196699751469397] User Vector: [-0.5489588272042133, -0.6268727278764911] Predicted: -0.8245624589737844 Movie Vector: [-0.8475243499218965, 0.4924716195506059] User Vector: [0.600141945613185, -0.6560957334761319] Predicted: -0.8317434407619102 Movie Vector: [1.879501817613268, -0.2339237811029173] User Vector: [0.24339529020413542, -0.349874720700148] Predicted: 0.5393059079156871 Movie Vector: [0.9216303314839198, 1.1277935635054877] User Vector: [0.28235968245876264, -0.35472424937799424] Predicted: -0.13982447752565363 Movie Vector: [0.30072435076804116, 0.04584022019912233] User Vector: [0.30017416906316075, -0.21954789750623888] Predicted: 0.0802055581429149 Movie Vector: [0.8536975177760207, -0.9865770034693854] User Vector: [-0.14922831879219253, 0.04404817950524054] Predicted: -0.17085276627934526 Movie Vector: [0.20689339656753272, -0.10534335471701924] User Vector: [1.159107750154942, -1.0115280741982755] Predicted: 0.34636950014379936 Movie Vector: [0.8734735840211366, 1.2251714400224851] User Vector: [1.3213396099329473, 1.0653945002383336] Predicted: 2.459446158846257 Movie Vector: [-1.3208812033762032, 0.22148822365008938] User Vector: [1.957462772837242, -0.42795355517480127] Predicted: -2.680362455689783 Movie Vector: [0.21676819309093392, 0.20600734771268353] User Vector: [0.6513687214563673, -0.17190053387242904] Predicted: 0.10578324773259515 Movie Vector: [1.3936520224268198, -0.9094906012728149] User Vector: [0.9956874657969969, 0.3702779899266954] Predicted: 1.0508774987165002 Movie Vector: [0.11913765765535372, -0.23122969883485364] User Vector: [-0.7835269723250489, 0.7848417397174904] Predicted: -0.2748262873004954 Movie Vector: [0.11050226884626271, -0.35233498309464145] User Vector: [0.45340827024566493, 0.15814464243021753] Predicted: -0.005617247341353403 Movie Vector: [-0.20474742701233228, 0.12957998729279782] User Vector: [0.5850517669110824, -0.5554645201117798] Predicted: -0.19176492940174736 Movie Vector: [0.9131503527458658, 0.5595185034357105] User Vector: [0.5654153350654215, -0.40457383804393454] Predicted: 0.28994266427132775 Movie Vector: [1.7981768937473364, 0.09334425894334995] User Vector: [-0.18575138370563674, 0.2937298471327602] Predicted: -0.3065958512509205 Movie Vector: [-1.0675051294059568, 0.011983070417496742] User Vector: [-1.5403876136336772, -0.4120913215052692] Predicted: 1.6394335595033145 Movie Vector: [0.7985906567738847, 0.17427913192770683] User Vector: [0.5983730800056068, -0.27357737276311417] Predicted: 0.4301763239172717 Movie Vector: [0.6899086944198384, 0.28039196688009727] User Vector: [-0.6592996609385227, -0.368273814058634] Predicted: -0.558117587383874 Movie Vector: [0.6137353316007558, -0.21499490796276155] User Vector: [0.6729072212335148, 0.19941287747129705] Predicted: 0.3701141833217633 Movie Vector: [-0.5501819486019651, -0.8462634512187237] User Vector: [1.3968424037235325, -0.5994342998830522] Predicted: -0.26123813617255487 Movie Vector: [1.9366958491753483, 0.8804492335653102] User Vector: [0.4038638325085804, 0.3794357019850957] Predicted: 1.1162352810515088 Movie Vector: [0.3006741265556325, 1.0230287738219623] User Vector: [1.2116857182803071, 0.9758472210965148] Predicted: 1.3626423310398024 Movie Vector: [0.0020842987361599508, -0.31758412900121624] User Vector: [0.2668407482994345, 0.496836414408059] Predicted: -0.15723118409143425 Movie Vector: [-0.20239092824844493, 0.6297827169830108] User Vector: [-0.3242360344143076, 0.1998715853398969] Predicted: 0.19149810203976844 Movie Vector: [0.5349191170009524, -0.2856792680672188] User Vector: [1.7105519764182697, 0.566701024657761] Predicted: 0.7531122188727227 Movie Vector: [0.8391196458864445, -0.982274008414602] User Vector: [-0.10136196753147195, 0.4407661407896652] Predicted: -0.5180079421882613 Movie Vector: [-0.5051532757055663, 0.27213179667659565] User Vector: [0.7302919037707221, -0.9580108655706482] Predicted: -0.6296145654944756 Movie Vector: [-1.2393016252221347, -0.6659288349438327] User Vector: [1.2604975453213323, 0.06309290858918556] Predicted: -1.6041520436152528 Movie Vector: [-0.6891208428936219, -0.6548980944717121] User Vector: [0.7837035684608882, 0.07531196954657635] Predicted: -0.589388129023471 Movie Vector: [-0.4155082638212738, -0.8564689329879143] User Vector: [0.810325388232302, 0.24323992714423623] Predicted: -0.5450243360559854 Movie Vector: [-0.5753790821915803, -1.445817067474117] User Vector: [1.3487047611947458, 0.01015999216667518] Predicted: -0.7907059977236296 Movie Vector: [0.5524235703851719, -0.7151913307832101] User Vector: [1.125782346223338, -0.528876024456706] Predicted: 1.0001562509278172 Movie Vector: [1.1595008854814068, -0.8292218604260118] User Vector: [1.6518278661198393, 0.5731581647805732] Predicted: 1.4400205937111108 Movie Vector: [-1.053490423913877, 1.7314590781438541] User Vector: [0.6023200830283535, -0.8890709948869348] Predicted: -2.173928484812753 Movie Vector: [0.47715603431016235, -0.8300472796233438] User Vector: [-0.27987283876155866, -0.6781903473971785] Predicted: 0.42938703906924575 Movie Vector: [0.25612481935686626, -0.9561554376822909] User Vector: [0.8072743349458147, -0.5120566605310432] Predicted: 0.696368753577623 Movie Vector: [1.0750864361737196, -0.8860645769540832] User Vector: [-1.277581091780575, 0.20110167033321275] Predicted: -1.5516991693338658 Movie Vector: [-0.4250741528549546, -1.1276385714470347] User Vector: [-0.5520434184168772, -0.01968974421339726] Predicted: 0.2568623034596601 Movie Vector: [-0.02548262347526256, 0.47330852895433523] User Vector: [0.25122738408575684, -0.2896608453959464] Predicted: -0.14350088146535703 Movie Vector: [0.13950222410792884, 0.10269567389501483] User Vector: [0.44139931404404076, 0.3875477633814162] Predicted: 0.10137566475581813 Movie Vector: [-0.05724369369563917, -0.09328610462213646] User Vector: [0.4373937332198989, -0.6014580670241633] Predicted: 0.031069647277412054 Movie Vector: [1.9891050213904888, 0.9296883816375435] User Vector: [1.1336562203392064, 0.05583734074524937] Predicted: 2.306872607359673 Movie Vector: [-0.4808350878865698, -0.655685421403629] User Vector: [1.4022797464997303, 1.2580534403080355] Predicted: -1.499152605306414 Movie Vector: [1.1031858460965067, -0.017496793197058425] User Vector: [1.1145027500204336, -1.7735316037685407] Predicted: 1.2605347749577611 Movie Vector: [0.03266584874193712, 0.40626434234143294] User Vector: [0.9171134765756362, -0.29108776913538337] Predicted: -0.08830029098640957 Movie Vector: [-0.2627387954880091, 0.29184233379815167] User Vector: [-0.7480066273897007, 1.5699357321015832] Predicted: 0.6547040682670539 Movie Vector: [1.4195143740731393, 0.6089278681194468] User Vector: [1.4260175078562511, -0.039036564576185255] Predicted: 2.000481898035821 Movie Vector: [-0.12202645199798448, 0.7883729089191067] User Vector: [0.17529730470224816, 1.338736651034882] Predicted: 1.034032799715368 Movie Vector: [1.2659384289738624, 0.34161607241550934] User Vector: [0.800157285850749, 0.1476212546541189] Predicted: 1.0633796506018767 Movie Vector: [-0.5725820218348029, 0.5644627692954224] User Vector: [-0.53783354261894, -0.5286173230227467] Predicted: 0.009569019192374906 Movie Vector: [-0.863139918406972, 0.09516169149561823] User Vector: [1.898604905486236, -0.8658497187353703] Predicted: -1.7211574070243296 Movie Vector: [1.1499517937926422, 0.28050793729087137] User Vector: [0.33110492310292156, -0.9245098694256603] Predicted: 0.12142234377813471 Movie Vector: [0.314694331690589, 0.05754929053154982] User Vector: [-0.564840077224312, -0.305899643618317] Predicted: -0.19535627807825362 Movie Vector: [-0.46490835750539916, 0.10098122961922976] User Vector: [-0.531192142932966, -0.26068607803527016] Predicted: 0.2206312659861224 Movie Vector: [-0.7093273563635296, -0.28515838049707054] User Vector: [0.42935916069189806, -0.2997008032829729] Predicted: -0.2190940026862043 Movie Vector: [-1.2311335581804763, -0.031791532060940354] User Vector: [0.9260637215058987, 0.43044076138282217] Predicted: -1.1537924958252483 Movie Vector: [0.8994326370283805, 0.09253705672460943] User Vector: [0.1500037900602519, -0.1296093979141139] Predicted: 0.12292463225132312 Movie Vector: [-0.01831192170710925, 0.006962915084264915] User Vector: [0.3786419437873264, 1.5571521134423911] Predicted: 0.0039086563095218334 Movie Vector: [1.2573286484012258, -0.6988353813206336] User Vector: [0.8075406298802352, -0.6667901943946639] Predicted: 1.481320548457045 Movie Vector: [-0.4665385458578263, 0.22884660551699615] User Vector: [-1.4453959372619771, -0.20891229327546912] Predicted: 0.6265240495921504 Movie Vector: [2.308091467811523, 0.15024906218432688] User Vector: [1.4471185558656647, 1.400857143883246] Predicted: 3.550559463827946 Movie Vector: [-0.008072942024495877, -0.5573210702971882] User Vector: [-0.29672176180546705, -0.27899412959706094] Predicted: 0.15788472449412824 Movie Vector: [0.23548521083922447, -0.08885536435758362] User Vector: [-0.4374571547193257, -1.2963471422879147] Predicted: 0.012172707349697304 Movie Vector: [1.127501122002898, -0.971005975696106] User Vector: [0.8589073331598184, 0.12136284977265954] Predicted: 0.8505749294774511 Movie Vector: [0.4857017100989999, -0.056385276793707514] User Vector: [0.1197194466235308, -0.5820008918312363] Predicted: 0.09096422133724373 Movie Vector: [0.861186137192596, -0.5135194595436883] User Vector: [0.6053764407954008, -1.0820182998547274] Predicted: 1.0769792511537735 Movie Vector: [-0.04323152960815363, -0.8126299717106845] User Vector: [0.41496489459038777, -0.8456262466339954] Predicted: 0.6692416657531673 Movie Vector: [1.3968163417763833, -0.21207433707613427] User Vector: [1.416659436477366, -0.5374471055006028] Predicted: 2.0927917902158346 Movie Vector: [1.0615593273731432, -0.8804903060859547] User Vector: [-1.0074488702418845, 0.15854821469980335] Predicted: -1.2090669111472194 Movie Vector: [-0.640202481186039, 0.19759830577868967] User Vector: [0.8300684057351198, 0.16232619391261208] Predicted: -0.4993364720051281 Movie Vector: [0.6537360658411471, -0.7627864543026851] User Vector: [-0.2960955690805439, -0.4661370649466937] Predicted: 0.16199468654603857 Movie Vector: [-0.570356832812374, -0.8246751056482752] User Vector: [-0.5051973437343353, 0.26531806645470113] Predicted: 0.06934155243361301 Movie Vector: [0.1573515715401317, 0.11836736720099458] User Vector: [1.7958760360239099, -0.025157625283222074] Predicted: 0.27960607468982024 Movie Vector: [-0.9719502887373596, -0.4788378340992117] User Vector: [0.41706291363982856, 0.9375209214873057] Predicted: -0.8542849068015544 Movie Vector: [0.5493433369937539, -0.4031616218788314] User Vector: [1.1748963524345717, -0.574801476712042] Predicted: 0.8771593784777714 Movie Vector: [-0.22366172322021238, 0.1583372857891817] User Vector: [1.5395448494712254, 0.011060122953145462] Predicted: -0.34258602415864103 Movie Vector: [-0.9854586724648615, -1.0441441494540569] User Vector: [-0.4291631333526462, 0.4305129785043932] Predicted: -0.02659507610484324 Movie Vector: [1.960554187202657, 0.1404763376949442] User Vector: [2.02462200742856, 2.0515938761457604] Predicted: 4.257581548325043 Movie Vector: [1.1469124672747433, 0.9798347180358655] User Vector: [-0.03902536813126345, -0.24293058441349058] Predicted: -0.28279050193081307 Movie Vector: [0.9250672252650816, -0.7247976237890253] User Vector: [0.8012919511494796, 0.19232147915144318] Predicted: 0.6018547707845358 Movie Vector: [0.4447810207071798, -0.9084986999882231] User Vector: [0.5302818230146904, -0.6155020588268372] Predicted: 0.7950421107871944 Movie Vector: [1.0641578303012094, 0.6756819630697182] User Vector: [0.44044600829766134, 1.278976272862708] Predicted: 1.332885267322334 Movie Vector: [1.8900608534230263, -1.0587975253293345] User Vector: [1.1442960863792682, -0.16006651806546887] Predicted: 2.33226727080643 Movie Vector: [-0.6608147081885632, -2.1456227190180104] User Vector: [0.30846066444205383, 0.9402293862558487] Predicted: -2.2212128761998353 Movie Vector: [-0.5978017706355538, -0.6461225580754344] User Vector: [0.7395709198987964, -0.3529322670508605] Predicted: -0.21407930621180152 Movie Vector: [0.7287527177883928, 0.43568146396022245] User Vector: [0.5699447480794596, -0.07881475655061017] Predicted: 0.38101065563648867 Movie Vector: [1.5586015218489049, 0.5016893275427265] User Vector: [0.47282761386502997, -0.2885462086317919] Predicted: 0.5921892851687351 Movie Vector: [0.3727040410679067, -0.8557582775946933] User Vector: [0.5464303781339832, -0.5310219220288975] Predicted: 0.6580832154532728 Movie Vector: [0.1428567043831772, -0.6563167815393484] User Vector: [0.5300783526375722, 0.0071425636568100935] Predicted: 0.07103746213148969 Movie Vector: [-0.7093114410494095, -0.2160495135423629] User Vector: [0.08594983481055923, 0.23936690877814953] Predicted: -0.11268030538709484 Movie Vector: [0.616309489464935, 0.19080015519425972] User Vector: [-0.297149458703336, -0.6749681459412149] Predicted: -0.31192005818500035 Movie Vector: [0.25030051625196564, -0.0938660508544666] User Vector: [0.2570251932944516, -0.3073987105878873] Predicted: 0.09318784157200258 Movie Vector: [1.0292742330633438, 0.4212265297389316] User Vector: [1.6011777518947024, -0.8875428678861776] Predicted: 1.2741944003452752 Movie Vector: [0.23480033576043172, -0.6378528823850611] User Vector: [0.4219585597472306, 0.5015585570256031] Predicted: -0.22084455977803508 Movie Vector: [0.3720050528699271, -0.5002571542721147] User Vector: [-0.9232152515149201, 0.15944752224988432] Predicted: -0.4232055021865977 Movie Vector: [-0.003266740626045553, -0.9695564178755335] User Vector: [0.5911488469373853, 0.5687507065727224] Predicted: -0.5533670276831577 Movie Vector: [-0.28580179048866466, 0.4087473257624994] User Vector: [0.7074550605142227, -0.06016224417750729] Predicted: -0.22678307940465806 Movie Vector: [1.1411474224221383, 0.9439476583545157] User Vector: [0.01659750383871489, 0.3176130992051357] Predicted: 0.3187503399815994 Movie Vector: [-0.8068844550439149, -0.1239641316224604] User Vector: [0.502956198520606, -0.6683769082009913] Predicted: -0.32297277513261746 Movie Vector: [-0.6209161081737096, 0.20653343184447165] User Vector: [1.1836889192898774, 0.35031534062317915] Predicted: -0.6626196875271446 Movie Vector: [1.7467148295378518, 0.14831175023869075] User Vector: [1.1072543841478601, -0.03467473303766118] Predicted: 1.928914982515994 Movie Vector: [-0.42143145796644976, 0.8470886489535941] User Vector: [-0.09821980883556228, -0.08158737767228925] Predicted: -0.027718824285329145 Movie Vector: [-0.6022889860457812, -0.43469406278603284] User Vector: [1.3607301534028455, 0.3576777243051552] Predicted: -0.9750331675211905 Movie Vector: [0.8054651156103739, -0.6605823275592277] User Vector: [1.3976235698294845, 0.04120491173066032] Predicted: 1.0985177937545774 Movie Vector: [0.461394702116655, -0.16038658838911285] User Vector: [1.6811124774697492, -0.8548298882175818] Predicted: 0.9127596401910115 Movie Vector: [0.8833344909087923, -0.6835700118313224] User Vector: [0.13211250353194276, -0.1994962344213262] Predicted: 0.25306917437376486 Movie Vector: [0.24255544984049324, -1.5322108798376748] User Vector: [0.2531709924054044, 0.5536468210200387] Predicted: -0.7868956788049881 Movie Vector: [0.694944625158694, -0.2791445283145475] User Vector: [1.1287758216114758, 0.08546218881250045] Predicted: 0.7605803878531898 Movie Vector: [0.34152459446100525, 1.4436898967690504] User Vector: [-0.8996095740764095, 1.784402702803721] Predicted: 2.268885358845435 Movie Vector: [1.3090889984553469, -0.10255493758589304] User Vector: [-1.068246094384653, -0.17312592700730295] Predicted: -1.3806742911631076 Movie Vector: [0.22354489777517172, -0.16248554723903685] User Vector: [0.9581808994331866, -0.8385143976206033] Predicted: 0.35044292197910887 Movie Vector: [1.4226064642830223, -0.0617235183207758] User Vector: [0.9348582645579213, 1.1578796931546973] Predicted: 1.2584670018948183 Movie Vector: [-0.5054341579289787, -0.23945356806886842] User Vector: [1.0580712005079436, -0.6232988793021569] Predicted: -0.38553418563540764 Movie Vector: [1.8636194471663798, -0.8801796911831947] User Vector: [0.006045968306901642, -1.272680979432832] Predicted: 1.1314553355656092 Movie Vector: [-1.5256006188676474, -0.37617923511470613] User Vector: [-0.2246765818832776, -0.7742082106805073] Predicted: 0.6340077848795145 Movie Vector: [0.340164459936927, 0.016993657310416688] User Vector: [-0.2588572962829173, 0.2417758242497346] Predicted: -0.08394539688756815 Movie Vector: [0.16882693707086205, -0.5956678618015446] User Vector: [0.9185627734819647, 0.22910623960573503] Predicted: 0.0186069156829356 Movie Vector: [-0.08641206431487841, 0.3925626832439762] User Vector: [-0.5903527556360285, -0.0406587419313707] Predicted: 0.03505249545858294
avg loss: 14.364963938773744: 34%|███████████████▍ | 24015/70000 [00:38<01:10, 652.22it/s]
Movie Vector: [1.4739915799563204, 0.4585326063266134] User Vector: [-0.24285543896109585, -1.6288535645773718] Predicted: -1.1048493424653085 Movie Vector: [0.1900196075439453, 0.32433509826660156] User Vector: [-0.27612947345185207, 0.8985741672164727] Predicted: 0.23896912664734712 Movie Vector: [0.9544242625188675, 0.5623446837724244] User Vector: [0.3570392979539073, -0.48594094987560943] Predicted: 0.06750065885004103 Movie Vector: [-0.8850704095470883, 0.26501272402145215] User Vector: [0.5479269201779595, 0.03338087633557163] Predicted: -0.4761075466758683 Movie Vector: [-0.5180610066870989, -1.130955135518053] User Vector: [0.5693078359912204, -0.9663551443883662] Predicted: 0.7979681226518469 Movie Vector: [-0.4136093031318052, -0.21842968965890505] User Vector: [0.853307095571952, 0.8637347583276564] Predicted: -0.5416010683660591 Movie Vector: [-0.034480941948240626, -0.5931969301276792] User Vector: [1.3381585602312376, -0.18491485903073965] Predicted: 0.06354995907915274 Movie Vector: [1.8243711973424908, -0.1377251188867911] User Vector: [0.20273538717664025, 0.2345282764116381] Predicted: 0.3375641662960336 Movie Vector: [0.5176207320251022, -0.764163951519883] User Vector: [1.435435847689302, -0.2651596542994445] Predicted: 0.9456368034691193 Movie Vector: [0.07302506307603358, -0.03618335297447989] User Vector: [0.5343840850771632, -0.6238812377424345] Predicted: 0.06159754655897825 Movie Vector: [1.8643998880221444, -1.044463091671758] User Vector: [-0.29848081702074586, -0.40043170865018934] Predicted: -0.1382514614100553 Movie Vector: [0.5434953125358715, 0.6622747627169223] User Vector: [0.7440409774137566, 0.10661078267092355] Predicted: 0.4749884143554362 Movie Vector: [1.1895626946397801, -0.2293750469418216] User Vector: [-0.9494403264671882, 0.6175871017920749] Predicted: -1.2710778636162017 Movie Vector: [0.18989818382393459, 0.418641490604557] User Vector: [1.4856543253447856, -0.2060726036392312] Predicted: 0.19585251621285776 Movie Vector: [0.4268812531688565, -0.30355109644203165] User Vector: [0.3106614934244697, 0.5066486338256266] Predicted: -0.02117818068428029 Movie Vector: [0.8389949798583984, 2.1884632110595703] User Vector: [0.1618030427588813, -0.22247231252029892] Predicted: -0.3511205308295064 Movie Vector: [-0.19859479704574293, -0.3975684346519254] User Vector: [0.04046616275522678, -0.21491446392000613] Predicted: 0.07740683762514027 Movie Vector: [0.6855203778274326, 0.6203634239773951] User Vector: [-0.403751292993694, -0.530721280536671] Predicted: -0.6060198096927485 Movie Vector: [1.2761771112964477, -0.7143986480751616] User Vector: [-0.5668983072520081, -0.961700816960457] Predicted: -0.036424880658384895 Movie Vector: [0.027207508993513596, 0.2752500755822922] User Vector: [0.4912582222387135, 1.3430133224034733] Predicted: 0.3830304309992787 Movie Vector: [0.15287529936160593, 0.17035524358322202] User Vector: [1.1917803856388662, -0.16570295590548959] Predicted: 0.15396541581209225 Movie Vector: [0.910285571172251, -0.26284057474385564] User Vector: [1.8676044024718672, -0.4049922137087492] Predicted: 1.8065017264459082 Movie Vector: [2.061413026094153, 0.21550998568464635] User Vector: [0.8856651918729594, 1.1286863725595722] Predicted: 2.068964947277865 Movie Vector: [0.24893013744964004, -0.22345186758836727] User Vector: [0.4356796773091961, -0.5492469564829378] Predicted: 0.23118406014993215 Movie Vector: [-0.16517848614787706, 0.3871378866497517] User Vector: [-0.11840089784817841, 1.3293491608925347] Predicted: 0.5341987058326682 Movie Vector: [0.4988563476590394, -0.9805278888922314] User Vector: [0.6024799432070785, -0.6597162048422802] Predicted: 0.9474210816081047 Movie Vector: [0.46194971828104314, 1.1236216924826967] User Vector: [-0.15377053387442577, -0.6322034862993131] Predicted: -0.7813918060723122 Movie Vector: [0.8708951695642021, -0.8539232083577476] User Vector: [-0.5705235764166271, 1.718735159857703] Predicted: -1.9645340688466892 Movie Vector: [2.1383742999658684, 0.3135889683870512] User Vector: [1.15407302717133, 0.4584007182613656] Predicted: 2.6115895099344484 Movie Vector: [1.4291317554543093, 0.15765367456786694] User Vector: [0.2664518868827135, -0.11762877402132879] Predicted: 0.36225024438542963 Movie Vector: [0.8139504195020925, -0.8728272104659751] User Vector: [0.3063753272932376, -0.24761966090005766] Predicted: 0.4655035040553496 Movie Vector: [-0.1347769895120555, 1.6210590170450818] User Vector: [1.3155713676849108, -0.011613817924519473] Predicted: -0.1961354326936918 Movie Vector: [1.2405772148067782, -0.23613056012873737] User Vector: [0.49471021340088017, -0.18191559830113418] Predicted: 0.656682050800332 Movie Vector: [0.6943257524822565, -0.7947064065982351] User Vector: [1.3320505974907961, -0.28999391262512475] Predicted: 1.155337053684912 Movie Vector: [0.4990041718446715, 1.182756515624463] User Vector: [0.5168029364462345, 0.5044608003125478] Predicted: 0.8545411197550448 Movie Vector: [0.38778864892842385, -2.0017114229383597] User Vector: [0.14106035160788777, 0.6200323144882202] Predicted: -1.1864241633345884 Movie Vector: [-0.10321310305867853, -0.001601326304723063] User Vector: [0.8209067709929515, -0.28917109006910324] Predicted: -0.08426527788296943 Movie Vector: [0.4852856159263947, 0.5075021982979903] User Vector: [0.447040518247224, 0.39170058080730247] Predicted: 0.4157312390759644 Movie Vector: [1.8669070303694404, -0.08851883208866082] User Vector: [0.81815678271259, -0.47432325831723277] Predicted: 1.5694091904493064 Movie Vector: [-0.4616474765576446, -1.2267126529932681] User Vector: [1.352447869094346, 0.09344494446667279] Predicted: -0.7389842416786893 Movie Vector: [-0.2501070090491007, 0.7092529525751766] User Vector: [1.4832879918628206, -0.33580381771475704] Predicted: -0.6091505724034647 Movie Vector: [0.6152654829682954, 0.8023670989249013] User Vector: [0.9504330752399219, -0.3314099517557851] Predicted: 0.318856223521402 Movie Vector: [-0.4303937549546607, 0.8396440171847361] User Vector: [0.5475764436029964, -0.8733787087705158] Predicted: -0.9690006892427063 Movie Vector: [1.427824092326963, 0.1777042153798388] User Vector: [1.6792636471653675, -0.38130452268908277] Predicted: 2.329933671766309 Movie Vector: [-0.5335217469153629, 0.7581812576065886] User Vector: [0.7455396442032162, 0.1739693348113781] Predicted: -0.2658613243176857 Movie Vector: [1.0060069140961816, 0.6455005571128349] User Vector: [-1.2416752475631505, -0.458104817526758] Predicted: -1.5448407990402133 Movie Vector: [0.42194437157597947, 0.9591459699869428] User Vector: [0.7400029030530426, 0.5853143650514733] Predicted: 0.8736419743077034 Movie Vector: [-0.017373354879995084, 0.14059877792439518] User Vector: [1.0488950260997292, 0.5320884879414506] Predicted: 0.056588165631914926 Movie Vector: [1.40289203938318, 0.1833654494352747] User Vector: [1.1466502340908065, 0.5758787904657016] Predicted: 1.714222758596838 Movie Vector: [-0.7183270325238638, -0.20788412302334114] User Vector: [-0.12001854131684855, 0.10021955034761645] Predicted: 0.06537850929816673 Movie Vector: [0.5712025115176277, -0.7195936904708508] User Vector: [0.5867989481142336, -0.17973040098579957] Predicted: 0.4645138954539297 Movie Vector: [-0.2661647472086254, -0.36634749124839566] User Vector: [0.5045953553646719, -1.3865511602736704] Predicted: 0.3736540438505269 Movie Vector: [0.1776921224043741, -0.03898078499163278] User Vector: [1.505902464713345, 0.03487664288934138] Predicted: 0.26622748617119296 Movie Vector: [0.4980207072157057, 0.7055878225747454] User Vector: [0.6776754825200911, -0.29421550819684195] Predicted: 0.12990154327106848 Movie Vector: [1.6654897781650406, -0.03725921862174415] User Vector: [0.7034055086085755, -0.000998371272955087] Predicted: 1.171551883026089 Movie Vector: [0.5104957279677459, -0.042948510413913614] User Vector: [0.9848341729101915, -0.8578875605499513] Predicted: 0.5395986308555476 Movie Vector: [1.1438969024134924, 0.996562248460499] User Vector: [0.7004465189470362, 0.2023339507924537] Predicted: 1.002876980271452 Movie Vector: [0.7028826369135822, 0.0892755320175497] User Vector: [0.6921800690405071, -0.8992011975578246] Predicted: 0.4062446868434244 Movie Vector: [1.4115366926003448, -0.3567604137109517] User Vector: [0.8683513707787877, 0.20759810473717433] Predicted: 1.1516470361924218 Movie Vector: [0.8794748068948915, -0.6933016360450007] User Vector: [0.780377119093375, 0.6770913129506204] Predicted: 0.21689350109931504 Movie Vector: [0.4215562614262184, 0.7204414299224844] User Vector: [0.01938660259001048, -0.8525688933753409] Predicted: -0.6060534089411601 Movie Vector: [1.5395843893175902, 0.19530472132295032] User Vector: [0.6239859098590013, 0.21626791980460652] Predicted: 1.0029171117815843 Movie Vector: [1.4241221788568406, -0.7374024535835789] User Vector: [1.1339412138443992, -0.636460208344263] Predicted: 2.0841981513970316 Movie Vector: [-1.21096693716211, 0.3493126603365489] User Vector: [1.5197659620120323, 0.03183537127797302] Predicted: -1.8292658339870276 Movie Vector: [0.8488932432081797, -0.901068812795494] User Vector: [-0.37067810279837987, 1.47315028570074] Predicted: -1.6420759158764802 Movie Vector: [0.22721793918570318, -0.5784041579502757] User Vector: [1.0119886803373717, -1.5956633260538609] Predicted: 1.1528802849038364 Movie Vector: [0.7131911960439251, 0.42852008656044394] User Vector: [0.3077724396198449, 0.7619121339762864] Predicted: 0.5459952479248047 Movie Vector: [0.07383603983680043, -0.6353657965209333] User Vector: [-0.5284143244029662, -0.1898696783406394] Predicted: 0.08162067830712033 Movie Vector: [1.4127334283366608, -0.6393865663721258] User Vector: [1.7225483615967088, 0.04611578617118443] Predicted: 2.4040158381786716 Movie Vector: [1.0038354284331734, -1.330534186091573] User Vector: [0.577224574540174, -1.1937506255510446] Predicted: 2.167764495049557 Movie Vector: [0.10164077160108662, 0.6440383154130871] User Vector: [0.7118949591592223, -1.0550401001084566] Predicted: -0.6071286958192378 Movie Vector: [0.3981965817867181, -1.0498343077538028] User Vector: [0.3142092311238505, -0.34606445620469767] Predicted: 0.48842738061720514 Movie Vector: [1.4607592584321656, 0.14369128742110687] User Vector: [1.1589383494590306, -0.36079946300322] Predicted: 1.6410861845845948 Movie Vector: [-0.5744597326043004, -1.8824011966219745] User Vector: [1.5698197517349024, -0.12901734981426136] Predicted: -0.6589358211432198 Movie Vector: [1.4074021645681192, 0.5302986319477488] User Vector: [0.7419970633640393, -0.20308571476720927] Predicted: 0.9365921963725549 Movie Vector: [0.15858235534001547, -1.3655412600071226] User Vector: [0.4271699027164229, -0.6181191393696557] Predicted: 0.9118087977124935 Movie Vector: [1.4708531245499012, -0.7636316681749548] User Vector: [1.4314128529863854, -0.1886964033594245] Predicted: 2.2494926166118847 Movie Vector: [-0.16853517000905682, -0.1646401917676589] User Vector: [0.7615295678979517, -0.010388094410801317] Predicted: -0.12663421733671 Movie Vector: [0.31051346190210716, 0.40191114898456376] User Vector: [1.1754965833067097, -0.5932382155082898] Predicted: 0.1265784607201761 Movie Vector: [0.2527036272631855, 0.21408450838283424] User Vector: [0.5034753988286202, 0.4507190742795822] Predicted: 0.22372203095768184 Movie Vector: [1.958878703687203, -0.2164788825278805] User Vector: [1.3004396759176395, -0.04704662581171919] Predicted: 2.5575881875673807 Movie Vector: [0.3748690537134022, 0.8621939075917803] User Vector: [0.4611611099027424, -1.446333783728206] Predicted: -1.0741451477959634 Movie Vector: [1.2259154183223113, 0.14161841367610972] User Vector: [1.7646376216729072, 0.5378160081043881] Predicted: 2.239461118077792 Movie Vector: [-0.6029749822935098, -1.1913102633281434] User Vector: [1.2504990168167418, -1.77568853731163] Predicted: 1.3613763564503572 Movie Vector: [1.416368883995825, -0.19834837780338538] User Vector: [1.026896953710328, -0.4098977727664883] Predicted: 1.5357674505988634 Movie Vector: [0.1686824988917229, -0.8782321125408139] User Vector: [1.1461106241054664, 0.24559709120214257] Predicted: -0.022362448159874426 Movie Vector: [1.3909008953407231, -0.20983015651817688] User Vector: [0.9033378123197254, 0.6508851673358563] Predicted: 1.1198780354131939 Movie Vector: [0.4801445942129431, 0.3425674647595444] User Vector: [0.9997924757511789, -0.8278516772637879] Predicted: 0.19644990228951115 Movie Vector: [0.5776207415267587, 1.341212795734545] User Vector: [0.6912544584617195, -0.8552162367904705] Predicted: -0.7477440470229871 Movie Vector: [1.2020946282120637, -0.7401304509948973] User Vector: [-1.5338553505387371, -1.5520936506038545] Predicted: -0.6950875037292006 Movie Vector: [-1.6020087408113406, -0.6517522113429605] User Vector: [0.5123029704629875, 0.4581975832112704] Predicted: -1.1193451247152655 Movie Vector: [0.65997064308063, 0.9757397271844886] User Vector: [0.466556067139512, 0.3804060529406855] Predicted: 0.6790906059789059 Movie Vector: [1.7705376797847034, 0.1370503241696488] User Vector: [1.6578259436198501, -0.4022260460779234] Predicted: 2.8801180896991205 Movie Vector: [2.2831140101013703, -0.7063412562303165] User Vector: [1.1055269412569442, 0.6093601460889181] Predicted: 2.0936278370431083 Movie Vector: [1.6480231474866078, -0.7869871564546043] User Vector: [0.6160108484431192, -0.2980995643220927] Predicted: 1.249800665803325 Movie Vector: [0.4619875811620239, -1.1200925793857648] User Vector: [0.804016404025901, -1.0555384736307778] Predicted: 1.5537464052805254 Movie Vector: [-0.02308281428217812, -0.7947338025292989] User Vector: [0.5852505558280547, 0.34850408520147663] Predicted: -0.2904772067178848 Movie Vector: [1.6522087380617119, -0.381162615420338] User Vector: [-0.3118293532909011, 0.486122028202536] Predicted: -0.7004987259744774 Movie Vector: [-0.20327076825427604, -0.625491345094786] User Vector: [1.2861413219232183, -0.23952712596160888] Predicted: -0.11161279038648775 Movie Vector: [-0.45052330329012946, -0.4413215046788736] User Vector: [0.44642551853277107, 0.23998867989925127] Predicted: -0.30703726460142705 Movie Vector: [0.30346666072229433, -0.09962583750324504] User Vector: [0.7371801712006087, -0.22806715280841144] Predicted: 0.24643098601045654 Movie Vector: [1.100930662760807, 0.08029341563337464] User Vector: [1.0523527068979097, -0.1984966623861486] Predicted: 1.1426293880484364 Movie Vector: [0.396342507741395, 0.06176805430458568] User Vector: [-0.5426935574806299, -0.9138883619461073] Predicted: -0.27154163147598775 Movie Vector: [-0.5361959656047975, 0.7636340461298399] User Vector: [1.0996913436396998, 0.2577935794446995] Predicted: -0.3927901077324758 Movie Vector: [1.9932112816489822, -0.16174323757192655] User Vector: [-0.04569256625102873, 0.9003795984777412] Predicted: -0.2367052498405451 Movie Vector: [1.873314778708815, -0.07267772930398636] User Vector: [0.8624261633630507, -0.015493593810464362] Predicted: 1.6167217165900483 Movie Vector: [0.3907903213477287, -1.2473883901740896] User Vector: [1.2433540810296224, 0.2086519490080404] Predicted: 0.22562072209475026 Movie Vector: [0.3377888720604648, -0.26246167631475104] User Vector: [0.8689669111331042, -0.21551919473656544] Predicted: 0.35009288189808163 Movie Vector: [0.42644696625540657, 0.5053618261246033] User Vector: [0.5922844336680722, -0.1150834668256723] Predicted: 0.194419108946279 Movie Vector: [0.19967529747690937, -0.4665119033937896] User Vector: [0.8374792571936345, -0.8807462498285021] Predicted: 0.5781025292253167 Movie Vector: [0.2648837498705536, 1.5818216867166826] User Vector: [-0.4162297732355466, -2.0985270691468085] Predicted: -3.4297481312808227 Movie Vector: [0.21272457457152336, -0.1923889526199695] User Vector: [-1.0076486483495697, -2.1373887672775402] Predicted: 0.19685835624048095 Movie Vector: [-0.07888637312887312, 0.25655877404965655] User Vector: [0.5402782345802749, 0.03082685319480058] Predicted: -0.03471169074304163 Movie Vector: [2.2784561457677457, -0.7089086444909525] User Vector: [0.6101624225790171, 0.14146551840717397] Predicted: 1.2899421927454582 Movie Vector: [0.5317051596217346, -0.04629121683683372] User Vector: [0.6461238493489021, -0.05128096011572829] Predicted: 0.34592124249778583 Movie Vector: [0.43602254445009136, -2.0559356400294027] User Vector: [-0.5645330402360463, -3.4247750241948434] Predicted: 6.794967898694871 Movie Vector: [2.028194440321854, 0.20901768939967233] User Vector: [0.8746125908727235, -0.5611024511180718] Predicted: 1.6566040563943583
avg loss: 14.355740690812395: 34%|███████████████▌ | 24147/70000 [00:39<01:12, 636.28it/s]
Movie Vector: [0.4842295491948618, -0.09910901787390264] User Vector: [-0.5488347292698303, -0.3233787725663586] Predicted: -0.233712240986494 Movie Vector: [1.2269364587406102, 0.12591938528745517] User Vector: [0.5871262584226582, -0.3770969463576333] Predicted: 0.672882796663591 Movie Vector: [0.11624864838005025, -0.7117649211650073] User Vector: [1.147633697758891, -0.026558598056341948] Predicted: 0.15231434465169552 Movie Vector: [-0.5879878997802734, -0.10478019714355469] User Vector: [0.6571684407384815, 0.4963945785816165] Predicted: -0.43841941307647037 Movie Vector: [-0.3120589958526102, 0.3589011459619949] User Vector: [1.0592461630736167, -0.6612690873330468] Predicted: -0.567877527242556 Movie Vector: [-0.09130846069446699, -1.1831811583916154] User Vector: [0.9857571820968823, 0.17792424217484085] Predicted: -0.3005245818781602 Movie Vector: [1.0505104031243486, 0.1273872198382741] User Vector: [0.5511796983493551, -0.846465638297131] Predicted: 0.47119110275563625 Movie Vector: [0.7609715635405013, -0.045970788789731834] User Vector: [0.9680868395081318, -0.05104924236667904] Predicted: 0.7390333298421998 Movie Vector: [-0.19327282116982408, -0.42583327407558846] User Vector: [-0.5655964200245847, 0.6276666043006586] Predicted: -0.15796690939555202 Movie Vector: [-0.23515624726711765, -0.5699160904261805] User Vector: [0.30546829529007524, -0.6830310713120087] Predicted: 0.3174376198222479 Movie Vector: [-0.2338010455264443, -1.5238894724462058] User Vector: [0.05358127404240315, -0.1867485406591919] Predicted: 0.2720567772134819 Movie Vector: [1.063443185202486, -0.8483953282060104] User Vector: [1.256602305504412, 0.10774693759538152] Predicted: 1.244913159813973 Movie Vector: [0.42071059565146685, -1.8570026469324108] User Vector: [-0.2363489003280561, 0.3023777304723343] Predicted: -0.6609507324991255 Movie Vector: [-0.23602625790471196, -1.201459173785812] User Vector: [-0.46895625095192717, 0.8094105212625937] Predicted: -0.8617877070964929 Movie Vector: [-1.4062972040398944, -0.1659670031072946] User Vector: [0.21659872007560443, 0.5921808603146459] Predicted: -0.4028846571248635 Movie Vector: [0.7144489694894979, -0.48393722491426117] User Vector: [1.2297771409355636, -0.23309171961816866] Predicted: 0.991414770985664 Movie Vector: [2.4024795211098535, 0.24161972302220316] User Vector: [0.4286339878676123, 0.3830481448619052] Predicted: 1.1223363645692903 Movie Vector: [0.08714871242155273, 1.0068726433344057] User Vector: [2.0672041286350793, 0.7126210543372359] Predicted: 0.8976728227993489 Movie Vector: [0.039995805663437016, -0.2469958950579578] User Vector: [0.018515160775472023, 0.21882694892692597] Predicted: -0.05330882934080503 Movie Vector: [-1.5637204638013982, -0.07516216937132777] User Vector: [-0.30993017721637645, -0.10857799849294839] Predicted: 0.49280511837556845 Movie Vector: [0.7110074201128787, 0.2431370688989057] User Vector: [0.5906264901580991, 0.4137171652686342] Predicted: 0.5205297959342144 Movie Vector: [0.2202558488860786, -0.5674266120748783] User Vector: [-0.002297904159775613, 0.6512641670354454] Predicted: -0.3700507466980607 Movie Vector: [-0.005069988760938116, -0.6543670974856255] User Vector: [0.3752996481603711, 1.6921125010204094] Predicted: -1.109165510910025 Movie Vector: [1.0176068186974447, 0.4763513728373615] User Vector: [0.7626763863902415, -0.6893773104032911] Predicted: 0.4477188630367011 Movie Vector: [1.982443749078537, 0.050432778086970415] User Vector: [0.37534901875542115, 1.5584042134536698] Predicted: 0.8227029698213557 Movie Vector: [0.7333288125833515, 0.47837216041638125] User Vector: [0.5661897353218466, 0.4801820567032195] Predicted: 0.6449089741587521 Movie Vector: [0.6503215279664326, -0.7886769920947764] User Vector: [-1.653783868892697, -0.41081841398059493] Predicted: -0.7514882215091748 Movie Vector: [0.743437901615175, -0.46995084181802743] User Vector: [-0.667277835047716, 0.5631796838340315] Predicted: -0.7607463999948044 Movie Vector: [0.9754817386069594, -0.712697422654219] User Vector: [1.2529948120844345, 0.27992117502669933] Predicted: 1.0227744577697555 Movie Vector: [1.2835998109856126, 0.04583803199072859] User Vector: [-0.11694950133453014, 1.2038267500000035] Predicted: -0.09493530873006954 Movie Vector: [-1.293385277498893, 0.4222018736141804] User Vector: [0.33080454093678363, 0.39974679995880835] Predicted: -0.2590838750635339 Movie Vector: [-1.3218676354543941, 0.16379233138147495] User Vector: [0.08395974543628805, -0.6662215568110142] Predicted: -0.22010565217989073 Movie Vector: [-0.21893939047160382, -1.0054435632905228] User Vector: [1.3097286711201583, -0.0032133111037298545] Predicted: -0.283520393972136 Movie Vector: [-0.5845082908050396, -0.37809686639608225] User Vector: [0.5424787880343049, -0.049827908148562444] Predicted: -0.29824357326187767 Movie Vector: [0.8015380781164319, -1.2158236433296912] User Vector: [0.12967913169116305, 0.30453018805882387] Predicted: -0.26631224076201276 Movie Vector: [-0.4645114316232836, 0.5396321581112711] User Vector: [0.9727890904308585, -0.2866112680687666] Predicted: -0.6065363101905066 Movie Vector: [1.0958226913441689, 0.3758710578538401] User Vector: [0.0728586495077138, 1.0111609636029908] Predicted: 0.45990630244120895 Movie Vector: [0.45375986362482035, -0.11706205363246633] User Vector: [1.617621165602634, 0.0431554927684779] Predicted: 0.7289596888914751 Movie Vector: [1.443023500242002, -0.2068272038894588] User Vector: [1.3271971442398292, -0.28443878179657756] Predicted: 1.9740063465088575 Movie Vector: [1.3407516715700576, 0.3724076723130382] User Vector: [-0.004114079901240547, 0.5915634896305451] Predicted: 0.21478682269412833 Movie Vector: [-0.16218554604150826, 0.2505810991323402] User Vector: [-0.1775629824680235, -0.6379459702083026] Predicted: -0.13105905313350846 Movie Vector: [-0.22393120845018288, -1.4431695587331794] User Vector: [0.8037174973992723, -0.3493231160036953] Predicted: 0.32415505673317646 Movie Vector: [0.34557004026837357, -0.015206174807930677] User Vector: [0.7655683872182396, 0.7211735827440644] Predicted: 0.253591206833133 Movie Vector: [-0.6369820716520149, -0.7896850571746399] User Vector: [-0.4096244966039797, 0.8287396224656025] Predicted: -0.3935198357034221 Movie Vector: [-0.9957369974984985, 0.10722143107927698] User Vector: [0.21281429317361197, -0.08941282162605452] Predicted: -0.22149403600103929 Movie Vector: [0.8852285838032511, 0.5742278457859629] User Vector: [0.2835616588258877, 0.071111439912284] Predicted: 0.29185105461491 Movie Vector: [1.6237405764993418, 0.22447250100021438] User Vector: [-0.5407980922733975, -0.3338032479775847] Predicted: -0.9530454560332738 Movie Vector: [1.6043677641651433, -0.48245693563963815] User Vector: [0.5854969491048168, -0.17664060772063814] Predicted: 1.02457391747123 Movie Vector: [-0.3386247160266982, -1.0243759782837052] User Vector: [0.09768340000001638, 0.29958776492030004] Predicted: -0.339968523357589 Movie Vector: [-1.0617617020257892, 0.08371685645163193] User Vector: [-1.7955515704128917, 0.5493583610074416] Predicted: 1.9524384465256346 Movie Vector: [0.4496718656481652, -0.9141755401134709] User Vector: [0.53146189836495, 0.6813661797170818] Predicted: -0.383904831999233 Movie Vector: [0.8707404406747937, -0.8504600040918063] User Vector: [0.7747829089190792, -0.24041185066978762] Predicted: 0.8790954750438439 Movie Vector: [0.26274998750138956, -0.18011636189223237] User Vector: [0.5169079262579152, -0.13323691301508256] Predicted: 0.15981569920566488 Movie Vector: [0.13887453474334266, 0.8987996674413138] User Vector: [1.2901219551307612, 0.2944844251714519] Predicted: 0.4438475896917035 Movie Vector: [-0.41229155978676796, -0.21792553669291634] User Vector: [0.6418487741540142, 0.10383526156648198] Predicted: -0.2872571873477084 Movie Vector: [-0.5495810307889459, -0.4884189986148755] User Vector: [-0.05130989877770352, -0.011901877968470767] Predicted: 0.03401205037892372 Movie Vector: [-0.7843325546280093, 0.49804062072783795] User Vector: [0.8067414416523501, 0.42735950503955833] Predicted: -0.41991118269162764 Movie Vector: [-0.22708338412069248, 0.08973609693486234] User Vector: [0.7841849502251022, -0.8511535051396776] Predicted: -0.25445456571729497 Movie Vector: [-0.05132484733946471, -0.05040227842147929] User Vector: [1.7136991293825046, -0.16699595468426798] Predicted: -0.07953836959807342 Movie Vector: [0.6240305461805944, -0.020748664804659533] User Vector: [-0.51750046212777, -1.3105863091874534] Predicted: -0.29574318000339594 Movie Vector: [-0.15010286665776668, 1.6098430205818832] User Vector: [1.2246078345376175, 0.22053850860041083] Predicted: 0.17121523234425262 Movie Vector: [0.8590890730640605, -0.5097712764131009] User Vector: [0.8368874038995249, -0.6831014142482629] Predicted: 1.0671863039359621 Movie Vector: [0.04030239507006228, 1.2867261372490955] User Vector: [0.9338550647514634, 0.39354966422398996] Predicted: 0.5440272350204053 Movie Vector: [0.2865738307924881, -0.6534481484335043] User Vector: [0.40031689672733295, -2.3038127425120147] Predicted: 1.6201425175581023 Movie Vector: [0.8204008588387056, 0.4741890493377661] User Vector: [0.8947360834584563, 1.0622781461514266] Predicted: 1.2377629155591268 Movie Vector: [1.5519116149908685, -0.5558585831593681] User Vector: [1.1424887938724646, 0.256489873169669] Predicted: 1.6304695317127678 Movie Vector: [-0.25795933810887445, 0.6640372260282001] User Vector: [-0.35524042758757146, -0.07824108381995894] Predicted: 0.039682593308758056 Movie Vector: [0.36528992242522573, 0.009475934861471462] User Vector: [0.06848700262009644, -1.9815553273190345] Predicted: 0.006240522668154325 Movie Vector: [1.0673905562200408, 0.2783657381542372] User Vector: [-0.39703867996454595, -1.7763064336133532] Predicted: -0.918258189029129 Movie Vector: [1.089352151656457, 0.45061402019195884] User Vector: [0.9711358410423139, -0.5917954687922569] Predicted: 0.791237582666284 Movie Vector: [1.4286126222061453, 0.004659859650092291] User Vector: [1.0112670295434416, -0.05365778582759125] Predicted: 1.4444588050755842 Movie Vector: [-0.8996137205420693, -0.3162315609117473] User Vector: [1.0161376229180332, 0.6716493351713376] Predicted: -1.1265280651826357 Movie Vector: [1.056775925926829, 0.44036608905082036] User Vector: [0.8940463230323723, -0.23500587719569557] Predicted: 0.8413180117993863 Movie Vector: [-0.31881386908931963, 0.8145935349828128] User Vector: [0.16993460219002438, 0.10948614120553467] Predicted: 0.035009194779887856 Movie Vector: [0.22287416327231513, -0.8985215345848506] User Vector: [-0.3112196341678711, -0.8309949802940693] Predicted: 0.6773040693670546 Movie Vector: [0.19191412784064435, 1.3836164878261352] User Vector: [-0.03131760138330968, -0.5234306885175853] Predicted: -0.7302376210226561 Movie Vector: [0.13985480354160082, 0.3029955172007735] User Vector: [1.1063635172427841, -0.4879884934498312] Predicted: 0.0068719263887261905 Movie Vector: [0.5967595675503804, 1.8241578135601288] User Vector: [0.17588586734776798, -0.6533495903638612] Predicted: -1.0868511861118693 Movie Vector: [0.8640453044045676, -0.7398769772862022] User Vector: [-0.07579524646557609, -0.5053143714145992] Predicted: 0.30837994289674303 Movie Vector: [1.5478488530765133, -0.02924182539616001] User Vector: [0.8797980786050494, 0.13720715362457514] Predicted: 1.357782259278352 Movie Vector: [0.4285672112860035, -0.4260602537014825] User Vector: [0.5052200979828809, -0.7444937366979553] Predicted: 0.5337199588148602 Movie Vector: [-0.06640686995945085, -0.3964152312742727] User Vector: [0.6271736837499228, 0.43748261131814187] Predicted: -0.21507341180292483 Movie Vector: [1.7233660996608398, -0.03734136477507755] User Vector: [1.2476953572557066, -0.4408183935593214] Predicted: 2.1666966418321674 Movie Vector: [1.206846406431996, 1.0147461090465095] User Vector: [0.42830167354409937, -0.5737406137746639] Predicted: -0.06530671984429015 Movie Vector: [0.7233387472842127, 0.30298403378739985] User Vector: [0.19220796167006707, -0.2624903611501234] Predicted: 0.05950107776090249 Movie Vector: [0.04253976833769561, -0.21692931357142464] User Vector: [0.3870465685497619, -0.21896277032780392] Predicted: 0.0639643148269149 Movie Vector: [-0.30169356811598735, 0.6428793678284319] User Vector: [1.7452121130476954, -0.8771117259156941] Predicted: -1.0903963013761873 Movie Vector: [-1.6130352020263672, -0.18006324768066406] User Vector: [0.9113573627175819, -0.25765770571845836] Predicted: -1.4236568244077576 Movie Vector: [-0.9844236692998465, 0.47591138179101183] User Vector: [-1.1871339106541374, 0.5845581348067452] Predicted: 1.4468405899494767 Movie Vector: [0.9795514975584849, -0.8842236135591854] User Vector: [0.5532008339474244, 0.737369960477366] Predicted: -0.11011122563948805 Movie Vector: [-0.4478998674888168, -0.4978596499793187] User Vector: [1.0643275781302808, -0.8645754193407073] Predicted: -0.04627496555555888 Movie Vector: [-0.3245525640049969, -0.28014651319539235] User Vector: [-0.8543964598476141, -0.781771720242058] Predicted: 0.4963071832609118 Movie Vector: [2.015809442713978, 0.13111135680048322] User Vector: [0.6093628451416366, 0.6495787669996632] Predicted: 1.3135265307656774 Movie Vector: [0.8459694010552984, -0.09660643053196089] User Vector: [0.6907237529830261, -0.2534233739867407] Predicted: 0.6088134871799437 Movie Vector: [0.21002795872748237, -0.47577082899435724] User Vector: [0.5103573599941613, -0.028421529338159116] Predicted: 0.12071144911562398 Movie Vector: [-0.8038812764234285, 0.03300652601149484] User Vector: [-1.8456033036226092, 0.5533047962162824] Predicted: 1.5019086086360371 Movie Vector: [0.9650753505409222, 1.2990298315583657] User Vector: [0.1432473667969174, 0.30805308045652635] Predicted: 0.5384146439420763 Movie Vector: [0.791065342837853, 1.1989327155533276] User Vector: [1.6717733723641077, 0.1774787605708974] Predicted: 1.5352670683207115 Movie Vector: [0.239203711510728, -0.36381676528112883] User Vector: [1.270046155245144, -0.020852252065032967] Predicted: 0.31138615301969574 Movie Vector: [1.8540832975956345, 0.11678026889119564] User Vector: [0.20672166678985598, 0.3934920145064908] Predicted: 0.4292312929068084 Movie Vector: [0.483794537799863, 0.14040300854646132] User Vector: [0.6147345671220728, -0.696585579536156] Predicted: 0.19960251469346546 Movie Vector: [-0.30920400919912727, -0.5008697893583305] User Vector: [0.49054055146280917, -0.5037890616078634] Predicted: 0.10065561598151013 Movie Vector: [0.6427255106772432, 0.14545998341644975] User Vector: [0.23701800639925596, -0.10028314106295344] Predicted: 0.13775033516669716 Movie Vector: [-0.05630398206759606, -0.027167784027507285] User Vector: [-0.007738898650677138, -0.35343860805172855] Predicted: 0.010037874581382828 Movie Vector: [-1.0381879074158409, -1.737959761618964] User Vector: [1.704832365712346, 0.020656539020034368] Predicted: -1.80583657988483 Movie Vector: [-0.5970261406718588, 0.44512080779455354] User Vector: [0.876498595498653, -0.17474868719689501] Predicted: -0.6010768505809851 Movie Vector: [0.030550619576105366, -0.4937645577376876] User Vector: [-0.2660376723069514, -1.7227840201440014] Predicted: 0.8425220740643962 Movie Vector: [0.8089937637156586, 0.9840831135695639] User Vector: [0.45133823467730044, -0.6856300822655896] Predicted: -0.3095871689325072 Movie Vector: [0.589273028698564, -0.8642692661681324] User Vector: [0.16099585423240234, 0.6578948567431175] Predicted: -0.4737277904217225 Movie Vector: [-0.3195472863702403, -0.9658669121455332] User Vector: [0.7480055561039107, 1.567884484689356] Predicted: -1.7533908914706662 Movie Vector: [1.380306691700614, 0.16122552634595388] User Vector: [0.7970424312091372, -0.33734210292592953] Predicted: 1.0457748432644143 Movie Vector: [0.12189206993488064, -0.612846241063268] User Vector: [0.504430381027469, 0.37196807171682755] Predicted: -0.16647317126573113 Movie Vector: [0.05754438730391609, 0.6396032864365908] User Vector: [1.919854957461875, 0.25210745557359876] Predicted: 0.2717256343595701 Movie Vector: [0.9744969219531127, 1.3192908957661365] User Vector: [0.7096272809721887, -0.0568096842026789] Predicted: 0.6165811018814109 Movie Vector: [2.0754791194126923, 0.9339426695392024] User Vector: [0.8032491465673137, 0.29189553410713437] Predicted: 1.9397405257371132 Movie Vector: [1.8966027592494894, 0.1977155132790754] User Vector: [1.2381313547093125, 0.22223293621336127] Predicted: 2.392182242705931 Movie Vector: [1.3657175098679162, 0.18422648338756814] User Vector: [0.5720691266682981, -0.810951723616603] Predicted: 0.6318860389067678 Movie Vector: [-1.4620194942039468, -0.5208101443519751] User Vector: [0.7283933696350593, -0.9504992911154433] Predicted: -0.5698956328430738 Movie Vector: [1.5764523273324136, -0.26224753208889684] User Vector: [0.521798939643217, 0.28464281859712254] Predicted: 0.7479442760962122 Movie Vector: [0.5488992470647575, 1.2314600112939345] User Vector: [0.1466724586452764, -0.6917286323354982] Predicted: -0.7713277472726814 Movie Vector: [1.3394273072203, -0.7765260562702981] User Vector: [0.6884645664614149, -0.22447935965273208] Predicted: 1.0964623122372221 Movie Vector: [-1.0077969871212527, 1.0430252822449075] User Vector: [0.6616449833885674, -0.6710766114715842] Predicted: -1.3667536928909947 Movie Vector: [0.4131161273272453, -0.002934202945484455] User Vector: [0.8342900480188323, -0.6815601800920917] Predicted: 0.34665850959315264
avg loss: 14.341087206143843: 35%|███████████████▌ | 24297/70000 [00:39<01:08, 665.86it/s]
Movie Vector: [1.5221325271618928, 0.10119882800424307] User Vector: [1.839214458308465, -0.035294348772997475] Predicted: 2.7959564046867555 Movie Vector: [0.26327471351235865, -0.08105926663307525] User Vector: [-0.9475378829237784, 0.2703082800151868] Predicted: -0.2713737556117436 Movie Vector: [-0.7081661566276874, 0.0057168153658752] User Vector: [-1.5439985590365004, -0.5439604740694427] Predicted: 1.090297803794977 Movie Vector: [0.6866966285372514, 1.0748337305317908] User Vector: [-0.1457709929658379, -0.6640309656917566] Predicted: -0.8138233294512666 Movie Vector: [1.0899851487186114, 0.5469001924449199] User Vector: [0.24411728799974694, -1.4242508627386208] Predicted: -0.5128388524564067 Movie Vector: [0.23121073589842994, -0.9078174485933658] User Vector: [0.5993065570318536, -0.5045343087210595] Predicted: 0.5965911589510591 Movie Vector: [1.337267983535018, -0.27168583787906947] User Vector: [0.5083312520917882, -0.07191669035767503] Predicted: 0.6993138547299311 Movie Vector: [0.807937565643772, 0.5724246679795774] User Vector: [0.8387413315297514, -0.28239683144371586] Predicted: 0.5159997171233095 Movie Vector: [0.10669078584627525, 0.8714813949716333] User Vector: [0.11190841878804698, 1.3521957602138905] Predicted: 1.1903530445292403 Movie Vector: [-0.40662921967080196, 0.17566173489195858] User Vector: [-0.09470668017943365, 0.6608938615676756] Predicted: 0.1546042657613991 Movie Vector: [0.6614248329307464, 0.31908830614192263] User Vector: [0.702199873465778, -0.2175123523519177] Predicted: 0.39504678591417497 Movie Vector: [0.10716648080966051, 0.4938437998876085] User Vector: [0.6734619708122394, 0.2699260950118521] Predicted: 0.2054738778205627 Movie Vector: [0.5545050410171752, -1.0414632697303663] User Vector: [0.3494241953273137, 0.6677536262641693] Predicted: -0.5016833972210253 Movie Vector: [0.3775983501356885, -0.34664755671372965] User Vector: [0.03787934504980345, 1.232251157015659] Predicted: -0.41285367464211836 Movie Vector: [0.08114673346177437, -0.02910282043991138] User Vector: [0.4084851746008809, -0.9674265789260313] Predicted: 0.06130207960170609 Movie Vector: [-0.8538470033343274, -0.3826962102259269] User Vector: [0.32047216160399195, -0.20876448951335275] Predicted: -0.19374081587113248 Movie Vector: [-0.4239544378766646, 0.7837484451045875] User Vector: [1.5387105308019688, -0.4849459791773222] Predicted: -1.0324188152810008 Movie Vector: [0.6444164670366177, 0.39696160960129917] User Vector: [-0.14566364086001124, 0.04952918676954071] Predicted: -0.07420686311641889 Movie Vector: [1.231984365879714, -0.08348106168008496] User Vector: [1.1284320919987725, -0.5267293688200543] Predicted: 1.434182622226606 Movie Vector: [0.5897319527625291, -0.8106557066102817] User Vector: [0.23156599046600407, 0.15285471235045345] Predicted: 0.012649318901737594 Movie Vector: [1.079006117893767, 1.4359550754018415] User Vector: [1.3690215361846063, 1.0970226355880448] Predicted: 3.0524578344748714 Movie Vector: [0.27494459016206585, -0.7054876942776361] User Vector: [1.7042769536009246, -0.17624876597736952] Predicted: 0.5929230640591134 Movie Vector: [-1.1641914843065841, 1.291880757209563] User Vector: [0.5146838386907928, 0.32681143261225465] Predicted: -0.17698914108618308 Movie Vector: [0.6042553566792195, 0.9928611594902453] User Vector: [1.5390364215632224, -0.07477134712230275] Predicted: 0.8557334354534973 Movie Vector: [-0.5700371361460607, 0.5168785609197897] User Vector: [-0.2776666502563002, -1.1236114976248075] Predicted: -0.4224903918098689 Movie Vector: [1.0522014556357495, -0.6654288382245163] User Vector: [0.2770813366828606, -0.7518286671935951] Predicted: 0.7918338623417256 Movie Vector: [0.1719290531659451, -0.24410506394651263] User Vector: [-0.2812530394560119, 1.0130258196899267] Predicted: -0.29564030126859425 Movie Vector: [0.2697666884666399, 0.08464614973682061] User Vector: [1.5976634159244143, 1.410657112539577] Predicted: 0.5504030621735653 Movie Vector: [-0.24376766485633863, 0.1821538162292982] User Vector: [0.4497812497625435, -0.7808223993427612] Predicted: -0.25187190478838184 Movie Vector: [0.314946302871671, -0.5425878505776374] User Vector: [-0.6751207237974897, -0.417428229576569] Predicted: 0.013864709904313183 Movie Vector: [-0.14898664427817027, -1.0587158075098042] User Vector: [0.529505351635422, 0.06586303918850436] Predicted: -0.14861946618700134 Movie Vector: [2.0046170256386, -0.07503659058017771] User Vector: [1.624533717713679, 0.06571055949368955] Predicted: 3.2516372529032895 Movie Vector: [0.6630933060714916, 1.2354666061744162] User Vector: [0.7777223618121228, 0.21809290594619846] Predicted: 0.7851489944397952 Movie Vector: [0.13021815484009674, -0.09386947165470277] User Vector: [0.8919796422797773, -0.07238161239575161] Predicted: 0.12294636688570684 Movie Vector: [0.0966676147646869, 1.0101540658750894] User Vector: [1.4463188156245457, 0.5338723787664775] Predicted: 0.6791055441650747 Movie Vector: [-0.2978319770189475, -0.9231406365053418] User Vector: [-0.07728804915594226, -1.5287521026958788] Predicted: 1.434272041621605 Movie Vector: [0.25585971197394164, 0.1354367171824876] User Vector: [-0.08676337559055147, -1.0703136943348333] Predicted: -0.16715902540465571 Movie Vector: [-0.06306005251677246, 0.021596094600369736] User Vector: [0.5435017235699439, -0.01340973901864946] Predicted: -0.034562845223690034 Movie Vector: [0.171732594606314, -1.2867445995422915] User Vector: [0.1257336138293129, -0.6708214023381684] Predicted: 0.8847683764481612 Movie Vector: [1.2851994016530681, 0.9097866882783517] User Vector: [0.8003124452207568, -0.2412387804705969] Predicted: 0.809085244564568 Movie Vector: [1.6119958138571095, 0.6036587784256325] User Vector: [-0.3871067453263508, -0.814259882060219] Predicted: -1.115549578707399 Movie Vector: [0.3119272965691514, 1.5023970291471513] User Vector: [-0.2557553052102431, 0.9768241077980623] Predicted: 1.3878005766176762 Movie Vector: [1.3398657678490418, 0.499791755573729] User Vector: [0.9180589562933701, 0.261894447503966] Predicted: 1.3609684540977252 Movie Vector: [-0.4721384138377961, 0.23046451318716532] User Vector: [-0.6663033328074625, -0.08965382722022752] Predicted: 0.2939253730408765 Movie Vector: [-0.4821863165343806, -0.0767021950895117] User Vector: [1.501071520218262, -0.17208450900449124] Predicted: -0.7105968876071614 Movie Vector: [0.4590916748580609, -0.3554139852502828] User Vector: [-1.4411733581914397, -0.7502778554126125] Predicted: -0.39497144813569207 Movie Vector: [-0.3173450699655035, -0.2025655422481117] User Vector: [1.2576739880631338, -0.242265981827237] Predicted: -0.3500418997585836 Movie Vector: [0.3386581084560671, 0.21530849232505284] User Vector: [0.840442282801208, -0.00406406593875322] Predicted: 0.28374756584997357 Movie Vector: [0.624265459636891, 0.40381344306641653] User Vector: [-0.8063810294839147, -0.00822370288214927] Predicted: -0.5067166657888412 Movie Vector: [-0.30570361991903805, 0.7976119501287118] User Vector: [-0.4385094793072297, -0.921608845844064] Predicted: -0.6010322935965225 Movie Vector: [-0.3969890600589878, -0.05833481482134896] User Vector: [0.3981212657014871, 0.2637904287910224] Predicted: -0.17343795287549643 Movie Vector: [1.0955375424939733, 0.020171031419701786] User Vector: [-0.10625483158779728, 0.2894334687901177] Predicted: -0.1105679854829277 Movie Vector: [0.49092131465305305, 0.1948269480209031] User Vector: [0.11327322211202963, -0.07869419199071956] Predicted: 0.04027648986170197 Movie Vector: [-0.6890175829521833, -0.8466623667047322] User Vector: [0.03110439830036589, 0.5652126255380772] Predicted: -0.4999757365655641 Movie Vector: [0.902111040721658, -2.0502992993413405] User Vector: [1.354081817172598, 0.6029912013933355] Predicted: -0.014780280413902558 Movie Vector: [1.4782246612301264, -0.3493651911282686] User Vector: [0.6439072600696107, 0.5308795058936204] Predicted: 0.7663687713374138 Movie Vector: [0.6839195328871175, 0.12803064965830271] User Vector: [0.3950514069222856, -0.5592026235034814] Predicted: 0.19858829851091014 Movie Vector: [1.147402570821045, -0.4189297859004371] User Vector: [0.5025522208269868, -0.3004062253806346] Predicted: 0.7024788258305779 Movie Vector: [1.5800076013257887, 0.13322751026906335] User Vector: [0.37481844311578383, 1.6300049179133154] Predicted: 0.8093774861799561 Movie Vector: [0.7380999987468839, -0.4607538913051191] User Vector: [1.0029284012269732, -0.9328232018048586] Predicted: 1.1700633718201323 Movie Vector: [0.08790977565804961, 1.8383156643690082] User Vector: [1.8875828738143972, -0.028576896810066775] Predicted: 0.11340362992799773 Movie Vector: [-0.1772231817994192, -0.31256756123633395] User Vector: [1.260900388584134, 1.1432976911177866] Predicted: -0.5808185498768222 Movie Vector: [1.4351001699524928, 0.9862953674443049] User Vector: [1.530765671827848, 0.539727859023781] Predicted: 2.7291331628333744 Movie Vector: [0.8509520036517446, -0.026139275075202167] User Vector: [-0.5266476177849899, 0.6668895186497258] Predicted: -0.4655838541453097 Movie Vector: [0.5335990333948541, 0.08396711689006525] User Vector: [1.0001214340624587, 0.36452323740181114] Predicted: 0.5642717957772662 Movie Vector: [0.5102399783517223, -0.858616791958152] User Vector: [0.29673984576532464, 1.0879530055415547] Predicted: -0.7827261869399266 Movie Vector: [1.4062491411669058, 0.12655319208093221] User Vector: [0.9231231275269003, -0.21634589082984865] Predicted: 1.2707618421979014 Movie Vector: [2.101808118848981, -0.2216497080856743] User Vector: [1.4803111017109551, -0.35519923783400076] Predicted: 3.190059699376526 Movie Vector: [-1.0565123737856867, -1.1123109079595301] User Vector: [-0.8817264226566908, 0.8105935697985702] Predicted: 0.029922806221777676 Movie Vector: [0.09367698250656073, -0.24585902640473023] User Vector: [0.49352680429800433, -1.0341649948092553] Predicted: 0.30049090057839933 Movie Vector: [1.5079784337023958, -0.12547186650912773] User Vector: [1.1913505646865408, 0.31849844911184216] Predicted: 1.7565683636361493 Movie Vector: [-0.3067554819045041, -1.0996469270145877] User Vector: [0.22751866484599478, -0.543590442907089] Predicted: 0.5279649624201767 Movie Vector: [1.1433519057538488, -0.6751949414096924] User Vector: [0.0294176625891438, -1.5441542375363302] Predicted: 1.076239870524992 Movie Vector: [-0.21466380094474846, -0.35389292285076723] User Vector: [1.0083457315988529, -0.07880966000089065] Predicted: -0.18856514648483252 Movie Vector: [1.6587493158952524, 0.5008300848540866] User Vector: [1.9295093143451005, 0.35941519973863995] Predicted: 3.3805782001664046 Movie Vector: [0.5704570742430394, -0.32395575168915747] User Vector: [-0.47113731837794787, 1.1372183335219257] Predicted: -0.637172036279382 Movie Vector: [-0.07730144810135486, -0.3186373560185054] User Vector: [-1.3036440160401463, 0.4085404127022776] Predicted: -0.029402666681593553 Movie Vector: [0.9916352425833741, 0.6558026356845854] User Vector: [1.1625304801389384, -0.11776832207551882] Predicted: 1.075573418665866 Movie Vector: [1.1834744915224016, 0.45853796121938156] User Vector: [1.6763877352990768, -0.8413501430079399] Predicted: 1.5981711433809695 Movie Vector: [0.3333991133942109, -0.5546205718942373] User Vector: [0.06219481551843656, 1.3583397389826195] Predicted: -0.7326274665096462 Movie Vector: [0.11481661901469942, 0.3020841968551423] User Vector: [0.5741370526621312, -0.1724677504366964] Predicted: 0.013820693363647787 Movie Vector: [1.097200161623404, 0.7716309714952748] User Vector: [-0.23829652866421092, 0.6548341709805747] Predicted: 0.24383133775737542 Movie Vector: [1.5705961523209389, -0.8436883098940857] User Vector: [0.9878647268195592, -0.31671770532887744] Predicted: 1.8187475644788287 Movie Vector: [0.4709156114928888, -0.2454737563841113] User Vector: [1.7822496155556842, 0.05980695640991067] Predicted: 0.8246081292945294 Movie Vector: [-0.24116374368514276, -0.6109950500339691] User Vector: [0.5374677955030588, -0.6254091923666584] Predicted: 0.25250417510805223 Movie Vector: [-0.3217077575683728, 1.1011507675158405] User Vector: [1.2782371681713318, -0.5469894236443219] Predicted: -1.0135366366819385 Movie Vector: [0.34781544533438946, -0.2793291132116597] User Vector: [1.0778875853511438, -0.38478358535245444] Predicted: 0.4823872081942219 Movie Vector: [0.014057166654536518, -0.3576189927311061] User Vector: [-1.8028415692337958, -1.9721331370724429] Predicted: 0.6799294216210378 Movie Vector: [1.371677546549544, 0.3611239135344529] User Vector: [0.7797623279507581, -0.23424910275584948] Predicted: 0.9849895241661303 Movie Vector: [1.0985052793515657, -0.13668331097675332] User Vector: [-1.2799613658915134, -0.9743373269794103] Predicted: -1.2728686659380832 Movie Vector: [1.5786535322675064, -0.8462715733899449] User Vector: [0.825547962372069, 0.15696242343250014] Predicted: 1.1704213698135884 Movie Vector: [-1.4839892336715825, -0.5461969909733584] User Vector: [0.5298883020337819, -1.2882621430998629] Predicted: -0.08270362912061291 Movie Vector: [1.4075785094153745, 0.5191081523257332] User Vector: [0.11305036951181333, 0.2548296556344717] Predicted: 0.291411422300509 Movie Vector: [1.0946319876349337, -0.3028163122146402] User Vector: [1.8310219917103894, 0.3764932048568551] Predicted: 1.890286958320595 Movie Vector: [0.1136372138460425, 1.618866025164495] User Vector: [0.1975884711105093, 0.28759139188472016] Predicted: 0.4880253367970391 Movie Vector: [1.2746641233099272, -0.9251066277736916] User Vector: [-0.21449055221514843, -0.12228494796596094] Predicted: -0.16027679585731283 Movie Vector: [1.5228839451985043, 0.41621637257721544] User Vector: [1.3798107976931084, -0.38783151243886904] Predicted: 1.939869885939935 Movie Vector: [0.39481110219384197, -0.12788577653193775] User Vector: [0.5006910240859359, -1.052967779173995] Predicted: 0.3323379771807081 Movie Vector: [1.204523599605215, -0.6178962164156492] User Vector: [0.9194641629026601, 0.6274295178064868] Predicted: 0.7198299580873846 Movie Vector: [0.8864390193420673, 0.7346176306844554] User Vector: [-1.0075394657098615, -0.37109509696209364] Predicted: -1.1657352968211916 Movie Vector: [1.5724357153193131, 0.2685148734936289] User Vector: [0.40947992332948346, 0.07483544918269609] Predicted: 0.6639752873196244 Movie Vector: [-1.5645323691275568, -1.837246122442286] User Vector: [-0.2909623142997709, -0.7684932475968862] Predicted: 1.8671311981887162 Movie Vector: [0.2644138011630016, 0.015993178167119877] User Vector: [1.62740030035421, 1.419987815253312] Predicted: 0.4530172175549527 Movie Vector: [1.2787479212564006, 1.2877712638560272] User Vector: [0.8015820565283396, -0.11240472016521773] Predicted: 0.8802698199514992 Movie Vector: [-0.25529308966258935, -0.6522619469579252] User Vector: [-0.9124977185842609, -0.6637415460742913] Predicted: 0.6658877150067205 Movie Vector: [-0.657477260108883, -1.8580173441458778] User Vector: [0.0012526970212816124, 0.5667663647338196] Predicted: -1.0538853555592442 Movie Vector: [0.30465622484664384, -0.411176580093639] User Vector: [0.6530940627696757, 0.017583638435310342] Predicted: 0.1917391913157325 Movie Vector: [0.6799154054864339, 0.043738125605245155] User Vector: [-1.287805817808912, 0.5417827137715885] Predicted: -0.8519024544176427 Movie Vector: [-0.5873441246209108, 0.5257174520380967] User Vector: [-0.6756429940286267, -1.636782825157226] Predicted: -0.4636503534973795 Movie Vector: [0.11219843760983676, -1.4620537453387188] User Vector: [0.8592409466007324, -0.9315892297797087] Predicted: 1.4584390142556347 Movie Vector: [0.48309638802103366, -0.21187149701944175] User Vector: [1.829300299133532, -1.429823414803022e-05] Predicted: 0.8837313965054795 Movie Vector: [1.1077321052632239, -0.7029075767600903] User Vector: [-0.22340236356844276, -0.8690069749320285] Predicted: 0.36336161642063747 Movie Vector: [0.1689744638099178, 0.4096875343827852] User Vector: [0.28976613957004244, -0.3196770045928196] Predicted: -0.08200460574638885 Movie Vector: [0.19223036827850876, -0.32382897226645146] User Vector: [-0.05878045423661786, 0.34620514417119674] Predicted: -0.12341064439580038 Movie Vector: [0.5843447370674671, 0.22142569781522387] User Vector: [0.9925013970152996, 0.8287777016247995] Predicted: 0.7634756487939677 Movie Vector: [-0.15954696049832023, -0.6304923598675078] User Vector: [1.0826199902575897, 0.37750520602950205] Predicted: -0.41074287703212997 Movie Vector: [0.8523954727247536, -0.32402800552944194] User Vector: [0.10163745375573635, 0.5200658349546665] Predicted: -0.08188058980370336 Movie Vector: [0.8256040185013174, -0.5050055312406384] User Vector: [0.48974297689660595, -0.7012973760467751] Predicted: 0.7584928237068032 Movie Vector: [1.751980503802627, -0.8372941318986307] User Vector: [1.7481973538944617, 0.7845430395483448] Predicted: 2.4059143975866943 Movie Vector: [0.31696190488091214, 0.07022082926055687] User Vector: [0.4554359535808249, 0.9184226482409407] Predicted: 0.2088482473693885 Movie Vector: [-0.7717051187830535, -1.308862587890378] User Vector: [0.87267907077858, -0.1538457096735818] Predicted: -0.4720880122754728 Movie Vector: [-0.18069058082995643, 0.25390724249542174] User Vector: [0.3544366920882176, 0.7899502948761217] Predicted: 0.13653072931957289 Movie Vector: [-0.8332769534603932, -0.8740292973572654] User Vector: [0.6316311672920855, 0.4034637704003786] Predicted: -0.878962850543937 Movie Vector: [-1.1064968084512676, 0.03718568334585898] User Vector: [0.30559015144070084, 0.11128442909623157] Predicted: -0.3339963397215779 Movie Vector: [0.3536708756719401, 0.14424737438291524] User Vector: [0.112830588776489, 1.3214748750065508] Predicted: 0.23052417416784748 Movie Vector: [0.8089998084399037, -1.1378993629326124] User Vector: [0.262767083872681, -0.3666728809890316] Predicted: 0.6298153581993957 Movie Vector: [1.4227394603604384, -0.6006363849018048] User Vector: [0.25820939782856395, 0.4605468717701119] Predicted: 0.09074349118876973 Movie Vector: [0.35169538512411014, 0.4728700242552513] User Vector: [0.848987762728164, 1.2153156522878412] Predicted: 0.8732714201534764 Movie Vector: [0.05789331875488525, 0.04861347899990656] User Vector: [-1.1488181066795393, 0.5510787389554946] Predicted: -0.03971903813787441 Movie Vector: [1.5724552418055382, -0.0341196379452485] User Vector: [0.6455357215727747, 0.11514520059906068] Predicted: 1.011147316604257 Movie Vector: [0.2214108197502357, -0.8669330965868074] User Vector: [0.6417043988657349, -0.2341874264049678] Predicted: 0.3451051277451484 Movie Vector: [-0.014547047196295751, -0.4444830398101117] User Vector: [-0.016025742535883514, -0.6752977936255969] Predicted: 0.300391543320792 Movie Vector: [0.29094829774396797, -0.5625003735622168] User Vector: [0.4057714032359176, -1.0479900070253048] Predicted: 0.7075532694858756 Movie Vector: [0.3424255659915773, -0.34131846143291594] User Vector: [0.6782678853329558, 0.7027304531581546] Predicted: -0.007598612544949507 Movie Vector: [0.5390130956924784, 1.856983652833508] User Vector: [0.44887833296042756, -1.13133012023846] Predicted: -1.858910239402708 Movie Vector: [1.571432741820235, 0.002164716424730633] User Vector: [0.45049233614617684, -0.5488240075335141] Predicted: 0.7067303586157954 Movie Vector: [1.3639929661445873, -0.42521842771879] User Vector: [0.7806888569206535, -0.23400517387587813] Predicted: 1.1643574217007924 Movie Vector: [1.1095625434572258, 0.8914661976690764] User Vector: [-0.20096145163498869, 0.6810909131562999] Predicted: 0.3841902272054315 Movie Vector: [0.18092350699690538, 0.07557020874762176] User Vector: [1.0480767650030318, 0.38091055996591794] Predicted: 0.2184072144571179 Movie Vector: [2.045566668340701, -0.10256585291622541] User Vector: [1.6815031254140156, 1.4232602470126232] Predicted: 3.2936488449010164 Movie Vector: [0.9434366682792973, 0.9600021951416342] User Vector: [1.3405918867879598, 0.04074160118394618] Predicted: 1.303875569763663 Movie Vector: [0.4927523716133891, 1.0151524253825515] User Vector: [-0.6118116594908841, -0.031014966503791458] Predicted: -0.33295656466433887 Movie Vector: [-0.06596775474407128, 0.8187044313644696] User Vector: [0.3287830853743928, 0.49643141924366535] Predicted: 0.38474152086336466 Movie Vector: [-0.4803948347486152, 0.8720723069296107] User Vector: [0.3239881114903943, 0.5559402866037342] Predicted: 0.3291779129736835 Movie Vector: [-0.3147577290324934, -0.004448976068904556] User Vector: [-0.5567224355284806, -0.1204403753999393] Predicted: 0.17576852585626745 Movie Vector: [0.26361585016295763, 0.34503207364399463] User Vector: [-0.471185700914912, 0.26477950291081587] Predicted: -0.032854598183568715 Movie Vector: [1.4284809229221154, -0.4445481714506892] User Vector: [1.4108268474743386, -0.5365615614177769] Predicted: 2.253866698162441
avg loss: 14.3319958919321: 35%|████████████████▎ | 24364/70000 [00:39<01:18, 579.00it/s]
Movie Vector: [-0.0727271859180929, -0.618112548448616] User Vector: [0.3447524897987134, -0.09124089898977866] Predicted: 0.031324266175998386 Movie Vector: [0.8167303660234266, 0.20925290879206462] User Vector: [-0.5120724100841607, -0.3304933281300162] Predicted: -0.487381777166111 Movie Vector: [-0.09497094355766239, -0.35519337116088756] User Vector: [1.016882658028432, 0.2987572979234909] Predicted: -0.2026909173287463 Movie Vector: [0.7632822288354707, -0.15241378136960992] User Vector: [0.6372596761826528, 0.1637108446109106] Predicted: 0.46145719710530403 Movie Vector: [0.6578589072850338, -1.9078693405125668] User Vector: [1.5230711624492668, -0.5714923779076237] Predicted: 2.092298716792798 Movie Vector: [0.2858395359145127, -0.10649770435363565] User Vector: [-1.0007471873835228, 1.3957490661696603] Predicted: -0.4346971830102596 Movie Vector: [-0.9588832176059023, -0.5445896845580325] User Vector: [1.6704900519530441, 0.06911000111713073] Predicted: -1.6394414697035695 Movie Vector: [-0.8348966236041494, 0.14244836465088073] User Vector: [0.28512964422497217, 1.3016828850681053] Predicted: -0.052631178980889703 Movie Vector: [1.1505452158614697, 0.19357524531616882] User Vector: [-0.4676010449260083, 1.1474109501567227] Predicted: -0.3158857890163971 Movie Vector: [0.21569420420593807, -0.4542051562007774] User Vector: [0.664724295050546, -0.40841048285436976] Predicted: 0.3288793249961846 Movie Vector: [0.06608490945485343, -2.141386609276892] User Vector: [0.9848557232692772, -0.11060145091392112] Predicted: 0.3019245672520105 Movie Vector: [0.301477218000352, 0.518010212788012] User Vector: [0.6767172333647794, -0.503405240459063] Predicted: -0.05675422684109088 Movie Vector: [1.1738430984291681, 0.3351306031493887] User Vector: [0.7797514298522219, -0.10261754654715564] Predicted: 0.8809155541542475 Movie Vector: [0.6622935635420109, 0.45971284689761216] User Vector: [1.952712786922506, 0.6868024701838925] Predicted: 1.6090010290495074 Movie Vector: [0.5476208711321205, -0.8703568250757648] User Vector: [0.02416048930354761, 0.03785590772487775] Predicted: -0.019717359458398698 Movie Vector: [0.09945882400720948, -1.1487486174182928] User Vector: [-0.27789519577720456, -0.9653431033888711] Predicted: 1.0812974259829957 Movie Vector: [2.053001244438274, 0.343379056257476] User Vector: [0.7687769151874223, 0.8190938352913577] Predicted: 1.8595596317238585 Movie Vector: [-1.884094739230248, -0.47264288934561505] User Vector: [0.5293556953846608, -0.6459614235685102] Predicted: -0.6920472072145818 Movie Vector: [0.34944340024140796, -0.20421206554978844] User Vector: [-0.2504827569609007, -0.8765613586358718] Predicted: 0.0914748593339009 Movie Vector: [0.8514539780607243, -0.8238212673757519] User Vector: [1.746431035332055, -0.28441305430672476] Predicted: 1.7213111752993622 Movie Vector: [-0.1565616258896823, -0.2962485708545559] User Vector: [1.5569163611944583, -0.3632777742380015] Predicted: -0.1361328354416203 Movie Vector: [-0.253874868573718, 1.0979263311428396] User Vector: [0.2434685384327841, 0.6277738019365994] Predicted: 0.6274388439513838 Movie Vector: [0.46126299640023316, -0.2533255863525221] User Vector: [-0.7552476021466948, 0.7299553974956505] Predicted: -0.5332841510720496 Movie Vector: [1.650800485119981, 0.3802621205691606] User Vector: [-0.36009050986676633, -0.18103895192855352] Predicted: -0.6632798441411292 Movie Vector: [-0.7395772714615219, -0.19013945317696185] User Vector: [0.4890992676412471, -0.597198993740448] Predicted: -0.2481756117283015 Movie Vector: [1.1437362710612733, 0.9114593632425562] User Vector: [-0.23938718533465397, 0.07475203065903421] Predicted: -0.20566236842893973 Movie Vector: [0.2380714834477329, -0.09415201175646103] User Vector: [-0.032448364070117586, 0.8110020637541888] Predicted: -0.08408250601072356 Movie Vector: [-0.3033065888609802, 0.1047829363120676] User Vector: [1.1301378311476824, -1.0122328210247233] Predicted: -0.4488429777265681 Movie Vector: [0.5737909931519911, 1.1140669189819914] User Vector: [0.7008194274089439, -0.12161095944017208] Predicted: 0.26664112837523124 Movie Vector: [-0.9744625417607555, 0.09828307882998326] User Vector: [0.7053035290239087, -0.05288040605856416] Predicted: -0.6924891187226843 Movie Vector: [2.2104790193410557, 0.34222914485199607] User Vector: [0.6796535638847196, 1.3612830504739095] Predicted: 1.9682306776527514 Movie Vector: [1.2481992591273303, 0.32534511704523683] User Vector: [1.2876753861104937, 0.4779932778588493] Predicted: 1.7627882418714411 Movie Vector: [2.1616446570776766, 0.4591332468164559] User Vector: [0.914698466944188, -0.08875877632103392] Predicted: 1.936500948751314 Movie Vector: [0.5502737174629777, -0.11498294673176655] User Vector: [1.7470516339792144, -0.39531943803019265] Predicted: 1.0068115911145692 Movie Vector: [1.5435627483242012, -0.5016260006618125] User Vector: [-0.13667431135646846, -0.00429278570281591] Predicted: -0.2088120027389063 Movie Vector: [0.16346535590159872, -0.6362487637734626] User Vector: [0.38589671951076054, -0.6819494572102287] Predicted: 0.4969702437020777 Movie Vector: [0.3042408804074161, 0.05054671212273169] User Vector: [0.3392846815687066, 0.8112419703558257] Predicted: 0.1442298845666667 Movie Vector: [0.7753377290158966, 0.283802822724774] User Vector: [-1.229451443862176, 1.0003816892013206] Predicted: -0.6693289432219023 Movie Vector: [0.2047194781060329, 0.2453943470541492] User Vector: [0.6148888434689382, 0.5391691164819246] Predicted: 0.2581887764190276 Movie Vector: [0.3478422378485863, 0.15479913801246564] User Vector: [-0.5503561615448147, 0.0006292214085932557] Predicted: -0.1913397159138372 Movie Vector: [1.1143382450459511, -0.13711832166585677] User Vector: [0.58689346755028, -1.0466473373633778] Predicted: 0.7975123629342161 Movie Vector: [0.8696382749220877, -0.04435015791853361] User Vector: [-0.6675527607439802, 0.5400013914769275] Predicted: -0.6044785782611016 Movie Vector: [1.372204253710638, 0.3609656849621319] User Vector: [-0.2683237395834035, -0.3583775549896023] Predicted: -0.4975569764397676 Movie Vector: [-0.09438945048332423, 0.024803036020878938] User Vector: [1.2243954378478068, 0.17958061539181364] Predicted: -0.11111586808052888 Movie Vector: [1.199360667402459, -0.4499883207653315] User Vector: [0.4182580642842843, -0.4191819211345903] Predicted: 0.6902692399129998 Movie Vector: [-0.34013546900991104, -0.02066429969646604] User Vector: [1.2852075892741661, 0.12667097969589844] Predicted: -0.4397622532401466 Movie Vector: [0.13273997166939397, -0.011793622147226502] User Vector: [0.7769350550504269, -0.7557762487155255] Predicted: 0.11204367670155191 Movie Vector: [1.157430510848993, 0.4379301363930981] User Vector: [1.6458556620009563, -0.2359587499872389] Predicted: 1.8016301120884182 Movie Vector: [0.2016561339640246, -0.626375548598487] User Vector: [0.4763340707849104, -0.8778392468752914] Predicted: 0.6459127270326244 Movie Vector: [-1.7053411909113085, -0.39878818498365626] User Vector: [0.18085208321653182, -0.049314488469950846] Predicted: -0.2887484716209423 Movie Vector: [0.9369246521384798, -0.3689513591817861] User Vector: [0.8234412810285027, 0.23446371820170192] Predicted: 0.6849967282747609 Movie Vector: [0.623936255848575, -0.7080004244122345] User Vector: [1.280042989656767, 1.9288765526501712] Predicted: -0.5669801876234697 Movie Vector: [0.2580012612674978, -0.9982512655017659] User Vector: [0.3108441172497788, 0.04387763287292462] Predicted: 0.036397271765406004 Movie Vector: [0.294986139151864, -0.7983740397623807] User Vector: [1.872055404249712, -0.40596046553702647] Predicted: 0.8763386928326171 Movie Vector: [-0.3372540755524126, 0.6465726985786262] User Vector: [-0.9020608500187657, 1.0047691023424141] Predicted: 0.9538799680150609 Movie Vector: [-0.003891261143888089, -0.35280770675371087] User Vector: [1.8143445339369777, 0.4746605122671643] Predicted: -0.17452397520605462 Movie Vector: [0.49701671885886667, 0.40251572424860677] User Vector: [1.849539987759211, 0.02473056473769676] Predicted: 0.9292067372908225 Movie Vector: [0.977178802196562, 0.5154426317361077] User Vector: [-1.2559374204993659, 0.6178206156507938] Predicted: -0.9088243401255425 Movie Vector: [-0.8806960145420588, 0.3562310265236742] User Vector: [0.8061322783248411, -0.7583703506632363] Predicted: -0.9801125332162807 Movie Vector: [0.9052979919063846, -0.8449114548825094] User Vector: [0.17282251050307101, 1.345943039586978] Predicted: -0.9807468200517704 Movie Vector: [-0.44488979474302204, -0.27932951114920085] User Vector: [0.7862679037960838, 0.11209154859228523] Predicted: -0.38111304380510586 Movie Vector: [0.5861928214503392, 1.3221353352618597] User Vector: [1.3771607946881022, -0.19179519824927738] Predicted: 0.5537025630900867 Movie Vector: [0.2025608024148971, -0.6259527948256084] User Vector: [1.2989868437409011, -0.06486957774546215] Predicted: 0.3037291108834806 Movie Vector: [1.7695701112862143, -0.7077121068570058] User Vector: [0.20563568907572158, 0.4739839140428084] Predicted: 0.02844261477857618 Movie Vector: [0.6485597225524585, 0.9011085881400354] User Vector: [0.8230375683641903, 0.11568657461444662] Predicted: 0.6380351829061102 Movie Vector: [0.29736139809769324, 0.037190621168883414] User Vector: [0.4995340597022249, -0.03212675355017244] Predicted: 0.1473473324697996 Movie Vector: [0.22524539314633207, 0.263392623644803] User Vector: [1.232343206025634, 1.0929315436563696] Predicted: 0.565449736680271 Movie Vector: [1.7125324218481823, 0.5108484173000213] User Vector: [1.4587571846396283, -0.30329515890679887] Predicted: 2.343231122397042 Movie Vector: [1.3546846517569557, 0.12128043851130399] User Vector: [0.6379626333398001, 0.4299042974709262] Predicted: 0.9163771694950454 Movie Vector: [-0.5416759946238972, -0.5828789362252338] User Vector: [0.41225013963726004, 0.6566349961221642] Predicted: -0.606044712449801 Movie Vector: [-1.227112437082156, -0.8308498288325838] User Vector: [-0.010950769515011657, -0.23891347175197025] Predicted: 0.21193904257841378 Movie Vector: [0.9376444517426288, 0.20159691860509604] User Vector: [0.5594655364107572, 0.6244352420904474] Predicted: 0.6504639768306216 Movie Vector: [0.7086981892384033, 1.0154696863660522] User Vector: [0.9624163238004007, 0.7401737838986878] Predicted: 1.4336867461627993 Movie Vector: [-0.1411990841175741, -0.0010569872422155173] User Vector: [0.47418033446618735, 0.04736147842862917] Predicted: -0.06700388941166213 Movie Vector: [-0.29515668459499667, -0.9019632502381846] User Vector: [0.19046781617365072, -1.41318922737044] Predicted: 1.2184268995767669 Movie Vector: [0.4077106838014541, 0.007863001881050912] User Vector: [0.5989484123520401, -0.5722713591398417] Predicted: 0.23969789598845742 Movie Vector: [1.351036419336132, -0.4993998806380421] User Vector: [0.5798272194927816, -0.4398926785245749] Predicted: 1.0030500416058743 Movie Vector: [-0.8415942658029768, 0.14387820833692788] User Vector: [-1.4399686789575008, 0.33651001542962733] Predicted: 1.260285841253967 Movie Vector: [-0.5564293351551385, -0.490007535813331] User Vector: [1.2113593631461708, -0.14388529473788736] Predicted: -0.6035310063550887 Movie Vector: [-1.561119935229499, 1.14259306264669] User Vector: [1.0509525623769356, 0.2523629201906066] Predicted: -1.3523148742281104 Movie Vector: [0.21096720087344906, -0.5417188188775707] User Vector: [0.014347631938416764, -0.26720134941104684] Predicted: 0.14777487915465565 Movie Vector: [1.5837818642010792, 0.10539201971683289] User Vector: [0.08150233419611261, -0.33710622989070843] Predicted: 0.09355361236254983 Movie Vector: [-0.2906282939578624, -0.9166012000952104] User Vector: [1.873696930970082, -0.4104032245184749] Predicted: -0.1683732543253394
avg loss: 14.319596949509727: 35%|███████████████▊ | 24502/70000 [00:39<01:13, 618.21it/s]
Movie Vector: [-0.14639611124137342, 0.31006284157965225] User Vector: [1.5209910561006001, -0.3492458176988666] Predicted: -0.33095532649155723 Movie Vector: [0.9615255243941876, 1.0776738288618852] User Vector: [-0.27534778128119025, -0.4179306549630869] Predicted: -0.7151468489199979 Movie Vector: [0.6618991732189495, 0.979156618730438] User Vector: [-0.2525202233181486, 0.9388716320996405] Predicted: 0.7521594456732648 Movie Vector: [0.12155649659743431, 0.21107577777960007] User Vector: [-0.6520707103348973, 0.19433093568686824] Predicted: -0.03824487768536736 Movie Vector: [1.8222480343123244, -1.1010125844407452] User Vector: [1.2114899188299249, -0.7122237504346853] Predicted: 2.9918024353432013 Movie Vector: [1.4706521583030474, 0.5990029130096468] User Vector: [0.7051639999092747, -1.363328002858995] Predicted: 0.2204135133240227 Movie Vector: [0.5524843671492762, -0.3985907034669336] User Vector: [-1.495225248095908, -0.1844700071217513] Predicted: -0.7525605450326781 Movie Vector: [0.8565588413475247, -0.5077059987474463] User Vector: [1.5144754084787706, 0.16250399914344013] Predicted: 1.2147330459503205 Movie Vector: [1.1472223642579706, -0.8783580881157795] User Vector: [-0.8909625563895245, -0.8133347568145393] Predicted: -0.3077330084127846 Movie Vector: [0.15698254969625514, -0.32148774752200737] User Vector: [0.5895816379121137, 0.6514612671715756] Predicted: -0.11688278660728459 Movie Vector: [0.5372728940042063, 0.5530538791557154] User Vector: [0.6767763766091186, -0.3363391129319001] Predicted: 0.1775999513356822 Movie Vector: [-0.17794926943318468, 0.06789276719195009] User Vector: [0.2007492923187159, -0.043978453898810756] Predicted: -0.0387090088393582 Movie Vector: [0.06029311148819248, -0.5194247066221281] User Vector: [1.243454098192755, -0.18455919660526598] Predicted: 0.17083632312389158 Movie Vector: [0.7674265358470019, -0.5358027372928298] User Vector: [0.28864530270669464, -0.3233219984160772] Predicted: 0.3947508765230301 Movie Vector: [0.30363307935006234, -0.17803268037307904] User Vector: [-0.04891530949204359, 0.06512693206006791] Predicted: -0.02644702832755983 Movie Vector: [0.3974662108538936, -0.2716520967678424] User Vector: [-0.647211636989671, 0.5280556528368975] Predicted: -0.40069218227808534 Movie Vector: [-0.3249365994082176, 0.1500723875675729] User Vector: [0.7998170202776038, 1.3954178929338776] Predicted: -0.05047612787071917 Movie Vector: [0.5974030527265437, 0.30654288479285546] User Vector: [0.16680487173784594, -1.4855003332591998] Predicted: -0.35571981793217455 Movie Vector: [1.331723049392567, -0.39242455285118305] User Vector: [1.2900068523115271, 0.22764081120722027] Predicted: 1.6286000155489395 Movie Vector: [1.4070982573646305, 0.8033035521279577] User Vector: [-0.26483211312347, -1.1162216029839471] Predicted: -1.269309583509195 Movie Vector: [-0.5338555445676392, -2.1020261903287096] User Vector: [0.9022064909932694, -0.6820425641333823] Predicted: 0.9520233951656474 Movie Vector: [0.12083982751254749, 1.0424450665114775] User Vector: [0.0985752005967204, -0.08041451488731953] Predicted: -0.07191590408307755 Movie Vector: [0.3289562784387878, -0.19036025078273008] User Vector: [0.04541993264399394, -1.1290737435167502] Predicted: 0.22987193297755307 Movie Vector: [2.1557614816921027, -0.23459576607193677] User Vector: [1.6205134850452143, -0.46060691168897333] Predicted: 3.6014969829288077 Movie Vector: [2.8268887379565086, 0.7720720266262142] User Vector: [0.5510874179642964, -0.02567903898676927] Predicted: 1.5380367478004722 Movie Vector: [0.8956146517101827, -0.886222408937961] User Vector: [0.5259365732128916, -0.38642704544606854] Predicted: 0.8134968079337046 Movie Vector: [1.2553321307474277, -0.5197099285080643] User Vector: [1.0830652751885699, -0.9959707257908783] Predicted: 1.8772225143379186 Movie Vector: [-0.726952423630176, -0.04825447294123486] User Vector: [0.3414293589484468, 0.2554599426012609] Predicted: -0.2605299848738927 Movie Vector: [0.7620172767170539, 0.36782365793736704] User Vector: [0.6893551262565726, -0.13579985696754815] Predicted: 0.4753501158637995 Movie Vector: [0.24033151017530546, 0.4338259363202606] User Vector: [-0.3233597071882084, -0.45797070879244495] Predicted: -0.27639309830752257 Movie Vector: [-0.00027446333580243704, 1.4425875211516044] User Vector: [1.6634983124509806, -0.24222088097530473] Predicted: -0.34988138955325965 Movie Vector: [1.654374232696387, 0.6281697227631665] User Vector: [1.3818930987584013, 1.1503294157982662] Predicted: 3.008770445135175 Movie Vector: [0.6216107979543317, -0.4308061232661528] User Vector: [1.1931237912312513, -1.0288479304170828] Predicted: 1.1848926202589436 Movie Vector: [-0.06661114525893808, -0.06773548748916347] User Vector: [1.853567239001959, -0.010657045738566387] Predicted: -0.12274637641607218 Movie Vector: [1.6534519011967421, -0.24578110246764218] User Vector: [-0.018447569583104242, -0.7492963882075356] Predicted: 0.1536607233690276 Movie Vector: [0.33519263479979766, -0.06343579083581871] User Vector: [1.746523102469665, 1.4200001091219743] Predicted: 0.4953428505464227 Movie Vector: [0.08612905293873102, 0.17203989598329505] User Vector: [0.5730198568477302, -0.7522361845522393] Predicted: -0.08006097735985578 Movie Vector: [0.8713553726820555, 0.3462845451816799] User Vector: [0.5354840100781909, 0.4823132103930782] Predicted: 0.6336144798630465 Movie Vector: [0.15377627697971044, 0.2696392230018586] User Vector: [0.7302328329256702, -0.040961537611179766] Predicted: 0.10124764920121655 Movie Vector: [0.5509039743354525, -0.8652126886985958] User Vector: [-0.8128594355229172, -0.9556071525364915] Predicted: 0.37899594018005944 Movie Vector: [0.3894951500999427, -1.2642732564135177] User Vector: [0.1844238872767742, -0.03774984207389397] Predicted: 0.11955832542474003 Movie Vector: [-0.6922209149673104, -0.022268104232940737] User Vector: [0.24463313284540844, 0.6999952894629886] Predicted: -0.18492773911789756 Movie Vector: [-0.6421616762983798, -0.47789866829452504] User Vector: [1.4695062254265394, 0.5253877745845342] Predicted: -1.1947426988629846 Movie Vector: [1.5373828147060804, -0.2721733948674949] User Vector: [1.383685123751626, 0.1844374313493481] Predicted: 2.077054768389213 Movie Vector: [-1.0825339906478877, -0.9467635006463333] User Vector: [0.49666090033088794, 0.4810538298300558] Predicted: -0.993096514363198 Movie Vector: [1.1406004687656315, -0.15259849098199618] User Vector: [1.2438968568324649, -1.0640361022280942] Predicted: 1.581159641549577 Movie Vector: [0.7933330889894475, 0.5292614207794099] User Vector: [0.6826513459508835, -0.4761452171345673] Predicted: 0.28956460686805674 Movie Vector: [0.2477215141895604, 1.065911830855203] User Vector: [0.13413660665477664, -1.9798523201093534] Predicted: -2.0771194880419115 Movie Vector: [0.20816900864851734, -0.7683552497465601] User Vector: [0.8916876991807304, -0.07065989436642076] Predicted: 0.23991364514550678 Movie Vector: [0.06650721266903037, -0.4581270869620274] User Vector: [-0.5234968531675124, -0.5785023607914822] Predicted: 0.23021128480487763 Movie Vector: [0.5864816574499553, 0.5133359874229347] User Vector: [1.7510440264970655, -0.8124245144427734] Predicted: 0.6099084625997631 Movie Vector: [1.5946511586872172, 0.2785479003313871] User Vector: [0.9286191653590319, -1.6318678142841347] Predicted: 1.026270274731721 Movie Vector: [-0.9086076162083001, 0.1313542247912296] User Vector: [1.4082706930027855, 1.7833724766497854] Predicted: -1.045311968160924 Movie Vector: [1.517677106629558, -0.5024390394214164] User Vector: [0.34525171312989333, -0.08925127495278551] Predicted: 0.5688239458962889 Movie Vector: [-0.28185163195823154, -0.4511200891713534] User Vector: [0.08232438382281682, -0.8845492463992062] Predicted: 0.3758346729816465 Movie Vector: [0.896522429641286, 0.8511178963370973] User Vector: [-0.48069878319811016, 0.9878162456191218] Predicted: 0.40979084390057696 Movie Vector: [1.6827623943774803, -0.5061080838546955] User Vector: [0.2839002859602843, -1.4254156619339746] Predicted: 1.1991511143248559 Movie Vector: [1.3175103373664865, 1.1251720205656974] User Vector: [0.5880780330545986, 0.41751191644591207] Predicted: 1.2445716143652876 Movie Vector: [-0.6811363241200624, -0.3016218695054985] User Vector: [0.021166708512551084, 0.1127337431424067] Predicted: -0.048420376392925256 Movie Vector: [1.3652012772249693, 0.22140606372140853] User Vector: [0.16144443402868125, -0.5868447598167409] Predicted: 0.09047315925025792 Movie Vector: [-0.14199226970543846, 0.2527314257349851] User Vector: [0.754088637923205, -0.5484057905246316] Predicted: -0.24567413457841014 Movie Vector: [0.16155101026092594, 0.5156413241726581] User Vector: [0.14569202753259816, 0.29407231302346415] Predicted: 0.1751725311247893 Movie Vector: [1.1436242021634426, 0.4175374561107569] User Vector: [-0.02132503738227057, -0.04586299845628905] Predicted: -0.04353734856745527 Movie Vector: [0.47115032869890505, 0.643868322514696] User Vector: [1.4635849822002023, 1.2228688731595654] Predicted: 1.4769350754590924 Movie Vector: [2.0990145937129445, -0.057326384539453004] User Vector: [0.6781198960052445, -0.3767721462236092] Predicted: 1.444982542940282 Movie Vector: [0.2984226709153357, -0.19084313389938395] User Vector: [0.13958261752264478, 0.11686339104366285] Predicted: 0.01935204174957958 Movie Vector: [2.303203896457491, 0.5279484734676096] User Vector: [-0.3471482668233327, -0.28823843209205313] Predicted: -0.9517282810136612 Movie Vector: [-1.0280701162188763, -0.7319434882495539] User Vector: [0.23918005005693033, 0.30974167586802603] Predicted: -0.47260726455037066 Movie Vector: [0.7159437931074965, 0.0826997129315871] User Vector: [-0.6753702228872623, 1.1876055198729079] Predicted: -0.3853124835563042 Movie Vector: [1.3622751460876577, -0.14429817323567976] User Vector: [0.3450752409248754, -0.39828641308319634] Predicted: 0.5275594260746649 Movie Vector: [0.48276903666084847, -0.8717429724322612] User Vector: [0.8530566815513774, 0.6654289901698548] Predicted: -0.16825369346360847 Movie Vector: [-0.9901147568437279, -0.4960746451045236] User Vector: [0.03388398660020525, -0.3828307618886478] Predicted: 0.15636359918544696 Movie Vector: [0.6850144957994514, -0.7926793005994165] User Vector: [1.0819739065717, -0.7692179141311509] Predicted: 1.3509109282603986 Movie Vector: [1.3508598711599957, -0.25013094989852347] User Vector: [0.11427287995641633, 0.6958017211433986] Predicted: -0.019674897555619603 Movie Vector: [0.0020803884290122587, 0.14795557313122965] User Vector: [0.7220706907671612, 0.30575057326921157] Predicted: 0.04673968881324911 Movie Vector: [-0.2672772643291874, -0.5439288909785983] User Vector: [0.7869428292268239, 0.5322559677448393] Predicted: -0.4998413248314074 Movie Vector: [0.060833773861659945, -0.9935833222009364] User Vector: [0.49664173640654885, -0.4143410027045004] Predicted: 0.4418949010740228 Movie Vector: [0.5855454982601833, 0.667588586153779] User Vector: [0.9218857468084545, 0.5411433600226793] Predicted: 0.9010671795779636 Movie Vector: [0.29044004987529537, 0.4353875161411125] User Vector: [0.5480860403438832, -1.0683198004930803] Predicted: -0.30594696748762046 Movie Vector: [0.17634019373309545, -1.0227729983578284] User Vector: [0.7611472374792778, -0.8420497372346774] Predicted: 0.9954465858344388 Movie Vector: [-0.4686672704170262, -0.5553172560750675] User Vector: [1.9685375057881493, -0.6492475432376505] Predicted: -0.5620507353270621 Movie Vector: [1.1665082994070102, -0.30182368902412715] User Vector: [1.4493830555633485, -0.5236667362259855] Predicted: 1.8487723894814894 Movie Vector: [0.8030720568688419, 0.27878713358188956] User Vector: [1.6302382989091173, -0.5815169165045625] Predicted: 1.1470793896096205 Movie Vector: [-0.46727781815089925, 0.13198060443981502] User Vector: [0.9495178362474069, -1.0448834877615942] Predicted: -0.5815929771010084 Movie Vector: [0.16021860901298723, -0.2291908237962115] User Vector: [1.7993861893494532, 1.4099956777171945] Predicted: -0.03486291859035229 Movie Vector: [0.16302757267918044, 0.21610637121759385] User Vector: [-0.09719948037725304, -1.3180888156966892] Predicted: -0.3006935862542886 Movie Vector: [0.3309138875058613, 0.17588354046984597] User Vector: [0.5927091946860256, -0.7129073922562189] Predicted: 0.0707470275968721 Movie Vector: [-0.12177888906040402, 0.7346146726013506] User Vector: [1.1987714615952283, -0.36659357822383504] Predicted: -0.41529007827504383 Movie Vector: [0.574985960083899, -0.21187221524958566] User Vector: [0.03279818612797676, -0.8210612320461457] Predicted: 0.19281855862897612 Movie Vector: [0.7072894177554047, -0.7107338698602982] User Vector: [1.6338897615463956, -0.13353438654353741] Predicted: 1.2505403494281764 Movie Vector: [-0.03421653197576955, -1.209942411694093] User Vector: [-0.6236434172588121, -0.20963053423193048] Predicted: 0.2749797890814174 Movie Vector: [0.14310273404345128, -0.28524798654323746] User Vector: [0.41166479977388143, -0.782245383046008] Predicted: 0.2820442788537097 Movie Vector: [0.7133264679513729, 0.14251567057641196] User Vector: [1.2111808945747935, 0.18305304574416445] Predicted: 0.8900553171425059 Movie Vector: [-0.5552490514593599, 0.05664593304686567] User Vector: [-0.5583182641877393, -0.2925993394748276] Predicted: 0.2934311240092304 Movie Vector: [1.57259777374929, 0.6825160350645895] User Vector: [1.0254683892597543, 0.40294375310145647] Predicted: 1.8876648787210109 Movie Vector: [-0.11148093412133313, 0.23358584400445473] User Vector: [0.6205543596095523, 0.39796861357082114] Predicted: 0.02377985480588439 Movie Vector: [-0.01115769809831265, -0.6344072978275019] User Vector: [0.6489612881205223, -0.4363174573361535] Predicted: 0.26956206497325463 Movie Vector: [1.4788677733365592, 0.13505093511401947] User Vector: [0.7007958604724149, 0.6548217684366946] Predicted: 1.1248187059007098 Movie Vector: [0.4699321061197802, -0.32292223665687003] User Vector: [0.8490849659642234, 0.6129271066673899] Predicted: 0.2010844941375519 Movie Vector: [1.431532354951836, 0.5731031125858137] User Vector: [0.8474626693112537, 0.39468908637155325] Predicted: 1.4393677746360962 Movie Vector: [1.0268581180955836, -0.19481997682369906] User Vector: [0.667131282451218, 0.2853945028831737] Predicted: 0.6294486227832399 Movie Vector: [-0.29168428681845326, -1.1356552150269623] User Vector: [-0.02083435320276069, 0.8064089790558985] Predicted: -0.9097255090541285 Movie Vector: [0.00778803887565041, -1.4277513189248559] User Vector: [1.465620217830084, 1.5823293884194976] Predicted: -2.2477585640560984 Movie Vector: [0.9795173129606782, -0.11476927669624287] User Vector: [0.9251687279608769, 0.43991256726759526] Predicted: 0.8557303392925977 Movie Vector: [1.7313201882265554, -0.7499086127175496] User Vector: [1.5167187566231002, 0.16088557741691847] Predicted: 2.5052763230364694 Movie Vector: [-0.09925047340552341, 0.12399408304412787] User Vector: [-0.0713297491885371, -0.18926808883861185] Predicted: -0.016388611750198654 Movie Vector: [0.22429670201027635, -0.7437487796139017] User Vector: [1.8512337046660456, -0.7882391670997967] Predicted: 1.001477533181212 Movie Vector: [0.7031840498682513, 0.8377394120600558] User Vector: [0.15567113263927135, -0.09929901466402671] Predicted: 0.02627875933407596 Movie Vector: [-2.4636769445342117, -0.2940577805678626] User Vector: [0.9479619822173374, -0.10484558126719065] Predicted: -2.304641420954027 Movie Vector: [-0.10251291691946363, 0.11533743619127983] User Vector: [0.24848511387794672, 0.8544699368324695] Predicted: 0.07307943798208845 Movie Vector: [1.0321497101077732, -0.34235834220060646] User Vector: [1.2685474654738327, -0.20487259836576005] Predicted: 1.3794707418855991 Movie Vector: [1.6143144733539534, -0.32208787911802955] User Vector: [0.49159790284438837, 0.7711817463485054] Predicted: 0.5452053165362184 Movie Vector: [-0.49623140856851794, 0.04771704627082347] User Vector: [0.41628816397169915, -0.791461177120796] Predicted: -0.24434145158831186 Movie Vector: [0.19846888554792563, 0.12246149554287511] User Vector: [0.8788839352599986, 0.21263096720228342] Predicted: 0.20047022139934678 Movie Vector: [0.7406075680512724, 1.257203554316238] User Vector: [0.5819129744959969, -0.8411112288999886] Predicted: -0.6264788736894022 Movie Vector: [1.3386153657223965, -0.3696656680563052] User Vector: [0.4676741192438012, -0.37307171562017527] Predicted: 0.7639475671580847 Movie Vector: [1.3715301633764445, -0.1242705978514983] User Vector: [0.7246124249058842, 0.6565357512612819] Predicted: 0.912239707195647 Movie Vector: [1.0894984764221163, 0.566964553685532] User Vector: [0.1998556365754563, -0.08784019090877854] Predicted: 0.16794013691908427 Movie Vector: [0.3499653665263999, -1.0077926361969332] User Vector: [0.4010092563297579, 0.8317623926604385] Predicted: -0.6979046630168092 Movie Vector: [1.849909637987697, 0.14508010583511066] User Vector: [1.819181806633295, -0.5823363412496472] Predicted: 3.280836539322673 Movie Vector: [0.06857998527685166, -0.6880174960026291] User Vector: [0.07234986753688641, -0.5048317744731888] Predicted: 0.3522948462260692 Movie Vector: [-0.24063326704052834, 0.7974509210977822] User Vector: [0.37938013766794054, 0.1743126801253159] Predicted: 0.0477143253476343 Movie Vector: [-0.6128011510643305, 0.3438288309561296] User Vector: [1.3167217058403116, -1.0737791826220693] Predicted: -1.1760848180363062 Movie Vector: [1.3443015497380184, 0.5386262785814088] User Vector: [-0.05518848913826925, 0.7004581564746751] Predicted: 0.3030951986476732 Movie Vector: [1.0512433748310837, 0.8012487381261085] User Vector: [0.3466464574521551, -0.5682710869456801] Predicted: -0.0909166995235351 Movie Vector: [0.739751859766074, -0.6103469621576951] User Vector: [0.7306342357588695, 0.3682365344289752] Predicted: 0.31573598456718543 Movie Vector: [0.8996672739813076, 0.1349656526904978] User Vector: [-0.20041454596795347, -0.6026396803540919] Predicted: -0.26164206603337314 Movie Vector: [0.5073727566779682, -0.5421883238151385] User Vector: [0.9237472902803023, -0.36088330233087296] Predicted: 0.6643509219269682 Movie Vector: [0.1437362396455734, -1.0143496993774566] User Vector: [-1.3468691715589631, -1.168535901157802] Predicted: 0.9917101300367478 Movie Vector: [0.32970720546904914, -0.16465064044957117] User Vector: [0.8921364435978745, 0.6722950849442647] Predicted: 0.18344999740857912 Movie Vector: [-1.320575242568737, 0.13869963519911155] User Vector: [-1.221798815249218, 0.14755115876942232] Predicted: 1.6339425587124567 Movie Vector: [1.1626882628407056, -0.8398855927550304] User Vector: [1.7245293708081504, 0.30080408047061585] Predicted: 1.7524490449335086 Movie Vector: [-0.5069150210801139, -0.11925906507837875] User Vector: [1.0465938638736887, 0.5507112927492666] Predicted: -0.5962114644692316 Movie Vector: [0.4834126004244229, -0.49080443716213296] User Vector: [0.29997586634683254, 0.5358205062232271] Predicted: -0.11797096836152868 Movie Vector: [-0.7380008013173682, -1.9824185532516152] User Vector: [-0.11868748761530616, 0.2278178461524571] Predicted: -0.3640388640080119 Movie Vector: [0.44937791357720647, 0.632549524841698] User Vector: [0.7849892963803703, -0.9803336619206336] Predicted: -0.26735273984636854 Movie Vector: [0.8135864933389673, 0.7634897201522459] User Vector: [0.9838738386305257, -0.673359465269629] Predicted: 0.2863634365587834 Movie Vector: [-0.008558965446069544, -0.6973765819767699] User Vector: [0.023063079422188604, -0.2619476692088715] Predicted: 0.18247877410980992 Movie Vector: [0.6826911957212303, -0.3617454967598092] User Vector: [0.12346256073063211, 0.33955248033986996] Predicted: -0.03854477746457137 Movie Vector: [1.4006681572900452, -0.1886114501844334] User Vector: [0.8670241796343683, -1.0330122553591106] Predicted: 1.4092510995559577 Movie Vector: [0.4323941496214294, -0.6134303895964511] User Vector: [0.621267147345848, -0.1251138443680167] Predicted: 0.34538091415892147 Movie Vector: [1.9560543151687868, -0.7457114007471637] User Vector: [0.04094845913203596, 0.5477422352395176] Predicted: -0.32836021930411147 Movie Vector: [-0.5255030108413993, 0.6165011587463178] User Vector: [-0.035540458492086494, 0.37699222324741366] Predicted: 0.2510927604146563
avg loss: 14.306360651547797: 35%|███████████████▊ | 24628/70000 [00:39<01:18, 575.21it/s]
Movie Vector: [-0.296287379810744, -0.9574891119429154] User Vector: [0.6380273745768575, -0.01418900406010054] Predicted: -0.17545364216404513 Movie Vector: [-0.28849335800657133, 0.8341285544258668] User Vector: [0.7425685305435726, 0.7211081091911762] Predicted: 0.3872707757778854 Movie Vector: [1.4674182170765104, -0.13631532978006164] User Vector: [0.8703701541254445, -0.006507290595757] Predicted: 1.2780840632269026 Movie Vector: [2.271714366467728, 0.2773942788059868] User Vector: [1.0123682753052548, 0.8117482471868152] Predicted: 2.5249858747675136 Movie Vector: [-0.15096889604509578, 0.3201494069894185] User Vector: [1.8140572201351426, 1.3890089418291105] Predicted: 0.17082417314315168 Movie Vector: [0.8710647104604711, -0.22849990685897398] User Vector: [0.8712837295632264, -0.8588646242641554] Predicted: 0.9551949962697384 Movie Vector: [0.0030615423319991925, 0.2463897935321986] User Vector: [1.0298316400381777, -0.9004553147618339] Predicted: -0.2187101259283301 Movie Vector: [-1.0442884153268186, 1.3680162229113038] User Vector: [-0.9634665212120187, 1.1224940859958235] Predicted: 2.541727046421224 Movie Vector: [-1.1100430083533315, -1.0236717703645883] User Vector: [0.1798475648092505, -1.6329890997555894] Predicted: 1.4720063108469985 Movie Vector: [0.8528861035433588, -0.297737471003131] User Vector: [1.1890585281472106, 0.3502371467822019] Predicted: 0.9098527726221906 Movie Vector: [0.3928635770790566, -0.3663396296950535] User Vector: [0.621180397406087, -0.34371872779247786] Predicted: 0.3699569443950965 Movie Vector: [0.1599723696440372, -0.5094055014433047] User Vector: [1.676103820999798, -0.729848741885573] Predicted: 0.6399192643527483 Movie Vector: [0.27896556949665485, -0.4079303441147845] User Vector: [0.3130559976609957, 0.08820168919174698] Predicted: 0.0513516992483485 Movie Vector: [-0.00983624061791593, 0.7075236449195412] User Vector: [0.44207166528308023, -0.7464371454174918] Predicted: -0.5324702530992086 Movie Vector: [0.2821870164971213, 0.9337716490927812] User Vector: [0.9252515699982425, 0.14145149378795763] Predicted: 0.39317737466809993 Movie Vector: [1.6353412425015932, 0.2070429813999204] User Vector: [0.20646783951919945, 0.07408988010956932] Predicted: 0.35298516288539505 Movie Vector: [1.462732956508575, -0.26255829010553106] User Vector: [-0.3888074842510858, 0.5222871872738027] Predicted: -0.7058523517858889 Movie Vector: [-0.032512770468211216, -0.05929172309955554] User Vector: [0.1865091651486771, -1.0076120883090391] Predicted: 0.05367912725508782 Movie Vector: [0.5066093928251942, -0.6283762215587541] User Vector: [-1.1110696444135157, -0.4897357219199052] Predicted: -0.255140035440457 Movie Vector: [0.8750033263776995, -0.575743870791238] User Vector: [-0.3804176792429915, -0.5725105200257158] Predicted: -0.0032473118821921276 Movie Vector: [0.7688206370058558, 0.07786299459970306] User Vector: [1.0104255088898628, -1.5916841293932957] Predicted: 0.6529026906202872 Movie Vector: [-0.35888634891376825, -0.3707139260031907] User Vector: [1.2056569548720095, -0.2985597364490223] Predicted: -0.32201357053101237 Movie Vector: [1.4001171972216766, 0.8751469309899423] User Vector: [-0.07401748033106986, 0.15366971866459614] Predicted: 0.03085043556886105 Movie Vector: [0.9325455827789599, 0.5860939772771626] User Vector: [0.9505673671484599, 0.5431916628767702] Predicted: 1.2048087614873642 Movie Vector: [0.66148820005111, -0.07031006757548713] User Vector: [1.2296203122272682, -0.5231835069473818] Predicted: 0.8501643948093502 Movie Vector: [1.0591230284036244, -0.2684352671632248] User Vector: [1.2325582576461869, 0.12347236718204888] Predicted: 1.272286496650335 Movie Vector: [-0.5314987155376617, 0.6801000581213] User Vector: [0.5236773645968749, 0.29023036591834217] Predicted: -0.08094815790975607 Movie Vector: [-0.4588946890069417, 0.7203383701273516] User Vector: [1.5681675789725213, 0.24195670252480678] Predicted: -0.545333076725256 Movie Vector: [-0.6232497591130076, 0.021008621105754507] User Vector: [0.727657803589165, -0.726628362247935] Predicted: -0.46877801075080905 Movie Vector: [1.833338582883421, -0.7390870360344338] User Vector: [0.9672891895336938, -1.0465137609237525] Predicted: 2.5468333457085395 Movie Vector: [-0.556813168103351, -1.3467461647543948] User Vector: [0.574279147586232, -0.7214582454166645] Predicted: 0.6518549335021462 Movie Vector: [0.9284792985940773, -0.664375260297623] User Vector: [-0.03358847965049115, -0.3398791102273076] Predicted: 0.1946210643002625 Movie Vector: [0.8220166909665436, 0.9822816123868213] User Vector: [0.0881566087683942, -0.005994838153019329] Predicted: 0.06657758453968174 Movie Vector: [1.5429459726305583, -0.2960046841923256] User Vector: [0.41314967576298633, -0.41024860412024633] Predicted: 0.7589031368150767 Movie Vector: [-0.2895529942631432, 0.3843033544029121] User Vector: [0.786701420457777, 0.3219771902908829] Predicted: -0.10405483761460628 Movie Vector: [-0.028370146739723878, 0.28688574322335497] User Vector: [-0.7279732974589888, 0.42317535138673257] Predicted: 0.14205568446789935 Movie Vector: [1.418644817316334, -1.1527558910103097] User Vector: [-0.1758508071873924, -0.3340520543999343] Predicted: 0.13561063737633253 Movie Vector: [-1.0191238818080577, 0.1853655647593857] User Vector: [0.09885019302772809, 0.5873089454899956] Predicted: 0.008126261933098261 Movie Vector: [0.49598640191427107, -0.10638300045108334] User Vector: [0.6098537601389638, -0.009628938290905584] Predicted: 0.3035035275317584 Movie Vector: [0.10907139628015591, -0.8026767289010732] User Vector: [0.6023932349178714, -1.080239434399542] Predicted: 0.9327869268759821 Movie Vector: [1.0597301441488278, 0.41641950294361285] User Vector: [0.14246622256424046, -0.17348934050621195] Predicted: 0.07873140563472955 Movie Vector: [0.30348228149302564, -0.9861944254996043] User Vector: [0.6543611258070043, -0.5135048195193358] Predicted: 0.7050025978574038 Movie Vector: [0.8472183101098665, 0.4192994605293582] User Vector: [1.3898707358594433, -0.4438990057841538] Predicted: 0.9913973224511801 Movie Vector: [0.30550846810443166, 0.1491334081388086] User Vector: [1.3153394772092408, -0.23103304286177662] Predicted: 0.367392603644823 Movie Vector: [-0.16777190159886168, 0.9513611297212998] User Vector: [1.8375788334447787, 0.440317591194321] Predicted: 0.11060694576994223 Movie Vector: [0.16510877894742204, -0.9031655575413405] User Vector: [1.2331706832094715, -1.8099244878550416] Predicted: 1.8382687649197977 Movie Vector: [1.569538955042122, 0.21977384359503854] User Vector: [0.5717169366789401, -1.5119794775287383] Predicted: 0.5650384621616376 Movie Vector: [1.6223219095706967, -0.5400514018342836] User Vector: [0.30536295569125627, 0.013989029896860322] Predicted: 0.48784221818308976 Movie Vector: [1.6836893818440877, 1.0544341497478646] User Vector: [0.9947838043696487, 0.5459586633885375] Predicted: 2.2505843876752167 Movie Vector: [2.389988160616028, 0.5183473730635585] User Vector: [0.8141458280695537, 0.08468934418613763] Predicted: 1.9896973891865255 Movie Vector: [-0.3960231761394089, -0.2723630116554505] User Vector: [-1.3522062583464458, -0.2876512790688829] Predicted: 0.613850585899689 Movie Vector: [0.3091896642391599, 0.14924849814697042] User Vector: [0.9211571419694397, 0.2520138662513043] Predicted: 0.32242495848725383 Movie Vector: [2.1464665661449898, -0.08369131145147361] User Vector: [1.5889725043826535, -0.2158035771717236] Predicted: 3.42873723957046 Movie Vector: [0.5172353890226746, 1.0319285493516943] User Vector: [0.5429170744514913, -0.4659527551114115] Predicted: -0.2000140264375746 Movie Vector: [0.7646614979124248, -0.10876770541576986] User Vector: [-0.17668877676281175, -0.06301085862459681] Predicted: -0.1282535581948908 Movie Vector: [-0.7109233016844038, -0.19151046849218706] User Vector: [-0.4599558235676152, 0.4568818961358414] Predicted: 0.23949564674508436 Movie Vector: [-0.5601316924389627, -0.2776858446517803] User Vector: [0.24064939446579567, -0.0666115107077693] Predicted: -0.11629827899211964 Movie Vector: [0.48142396691510997, 1.269068765463152] User Vector: [0.6675250888813217, -0.7957984010864425] Predicted: -0.6885603181197146 Movie Vector: [0.3818737705128069, -1.0639265926144803] User Vector: [1.088491408965942, -0.539060946871426] Predicted: 0.9891875949290737 Movie Vector: [-0.12715315539479194, -1.4852326109417908] User Vector: [-0.024596072390786324, 0.9429772409814319] Predicted: -1.3974130814667312 Movie Vector: [1.0093358421894023, 0.6299749584084895] User Vector: [1.5582802143914258, 0.1048773809352392] Predicted: 1.6388981962525209 Movie Vector: [1.6094720949175076, -0.8404120031399606] User Vector: [0.36263209504652605, 0.41119563765300393] Predicted: 0.23807248817648263 Movie Vector: [1.5135859541354288, 0.021431359161414434] User Vector: [0.3582398180639796, 0.24437102055270493] Predicted: 0.5474639599437774 Movie Vector: [-0.5788132528709566, -1.4376881851221337] User Vector: [-0.13736986381726388, -0.46863363724366863] Predicted: 0.7532605411385452 Movie Vector: [-0.03535747536043676, 0.044834218627531564] User Vector: [0.44006545422294385, -0.6021298010891952] Predicted: -0.04255562259885222 Movie Vector: [1.6579111110031537, -0.013937767214008662] User Vector: [1.2418022243654843, -1.8571400915940397] Predicted: 2.084682091724408 Movie Vector: [1.0506071801971457, 1.3131978383945198] User Vector: [0.239065148901629, 0.34936283825698256] Predicted: 0.709946085985395 Movie Vector: [0.21314593462306985, -0.25942972610424786] User Vector: [-0.10292196930255557, 0.05778459763117622] Predicted: -0.03692844167674033 Movie Vector: [-0.13382432342661138, -0.3443651679788206] User Vector: [0.7214192947957837, 0.011743605229993154] Predicted: -0.10058753762065241 Movie Vector: [-0.8474563353806802, -0.5982672487686561] User Vector: [0.593396770600875, 0.24770068484785268] Predicted: -0.6510690598821844 Movie Vector: [-0.48166550650160866, -1.224797442196747] User Vector: [0.5564727756414692, -0.13288557148222124] Predicted: -0.10527583327742679 Movie Vector: [1.1580660376341536, -0.1386900666305224] User Vector: [0.5725160808538317, 0.3278563580797504] Predicted: 0.6175410090889106 Movie Vector: [0.6738418470720396, 0.15673392678150122] User Vector: [1.3294370671454974, -0.5374189016045386] Predicted: 0.8115985541162766 Movie Vector: [2.186095905906621, 0.9741400928577896] User Vector: [1.4556870072998978, 1.1783491335586005] Predicted: 4.330148541323439 Movie Vector: [0.19872291481306548, -1.4236250527029983] User Vector: [0.7130166282844027, -0.7041114318181099] Predicted: 1.1440834169137009 Movie Vector: [0.15296439273007664, 0.07964303942018405] User Vector: [0.10164846145997225, 0.011455178577462505] Predicted: 0.016460920418181348 Movie Vector: [-0.7700671517333224, 0.43840992351172153] User Vector: [0.6749503171367064, 0.5275612231883244] Predicted: -0.2884689927732226 Movie Vector: [0.09042774754711813, 1.1452301714066901] User Vector: [1.5499424342933028, -0.6494222730934959] Predicted: -0.6035801779693462 Movie Vector: [0.32695211501153476, -0.9054499656629409] User Vector: [-0.6790228447946319, -1.4129641996980984] Predicted: 1.057360430852854 Movie Vector: [-0.10236175863555373, 0.8865983489388176] User Vector: [-2.4670366505234007, -0.7940247856932658] Predicted: -0.4514508538462067 Movie Vector: [0.6799747099394507, 0.12017473406398152] User Vector: [0.9996671719298789, -0.03191699560235624] Predicted: 0.675912778810376 Movie Vector: [-0.03316725805868147, -0.3427266245577922] User Vector: [0.6082275461507943, -0.49478544409247516] Predicted: 0.14940290515256022 Movie Vector: [1.1476957780213266, -0.932357674578173] User Vector: [1.0302750798169011, -0.8647677352102974] Predicted: 1.9887151939573489 Movie Vector: [0.5512084780109304, 0.1995548640520866] User Vector: [0.10700013163867017, 0.1968573306970059] Predicted: 0.09826321757241827 Movie Vector: [0.9764867126705191, 1.2186174141166997] User Vector: [1.174951797170864, 0.46782036972809216] Predicted: 1.7174188671948616 Movie Vector: [0.6512688288104556, 0.20087257500195313] User Vector: [1.1696760180236945, -1.1281034261375977] Predicted: 0.535168490269184 Movie Vector: [0.32498629949487323, -0.10007916739803885] User Vector: [0.5401711659333533, -0.42076820399842846] Predicted: 0.21765835983424253 Movie Vector: [-0.9647585470580899, -0.7355057679096578] User Vector: [0.7076199253694135, -0.46674090831297155] Predicted: -0.33939174088516605 Movie Vector: [-0.3538228909004445, -1.255326229547322] User Vector: [1.252094378391272, -0.6314569037549319] Predicted: 0.34966476146971 Movie Vector: [0.6532930215229982, -0.19055989383014052] User Vector: [-0.28792578463221963, -0.3940084151292524] Predicted: -0.11301770406155054 Movie Vector: [0.45491645154926674, -0.25428907354090546] User Vector: [0.35007170852189945, 0.034073748971787665] Predicted: 0.15058879737047043 Movie Vector: [-0.8320013790656491, 0.011583447319956587] User Vector: [-0.7835450029589858, -0.41191971977030756] Predicted: 0.6471390726478636 Movie Vector: [0.08045597958786393, -0.7708839819516902] User Vector: [-0.9921843178151222, -0.6777802105500356] Predicted: 0.44266274637533426 Movie Vector: [-0.21514457669224915, 0.3416233912535033] User Vector: [0.2979716937389041, -0.2646011636237836] Predicted: -0.1545009407625091 Movie Vector: [0.9728447237770976, 0.3791767076082892] User Vector: [0.1298541528179878, 1.1478152944632958] Predicted: 0.5615527517265558 Movie Vector: [1.0219722002994613, 0.2957174937934261] User Vector: [0.6626424995256754, 1.0400522647412733] Predicted: 0.9847638623956556 Movie Vector: [0.19196804737717732, 0.278908313621414] User Vector: [0.4910395344535523, 0.0947032249475146] Predicted: 0.12067741737866736 Movie Vector: [2.6718261496336035, 0.916054698164675] User Vector: [1.9757452612477067, 0.3733753280043408] Predicted: 5.620880077413451 Movie Vector: [1.4835692321199483, -0.28311177617459454] User Vector: [0.426519338771646, -0.9738944306713255] Predicted: 0.9084919499796634 Movie Vector: [-0.2798867293943867, -1.0152597463362827] User Vector: [0.533462499540342, -0.6586014632203182] Predicted: 0.5193424802348641 Movie Vector: [0.7701997281795826, 0.19700782657412086] User Vector: [-0.6018820811863987, 0.01171800673134326] Predicted: -0.46126087628800294 Movie Vector: [-1.5363714597121123, -0.46143902787552565] User Vector: [0.40381858541629756, 0.4336130554210558] Predicted: -0.8205013363025458 Movie Vector: [1.2409437256549316, -1.0106259138744704] User Vector: [0.69065083122553, -0.4630061381083253] Predicted: 1.3249848170829 Movie Vector: [0.16542254758328134, -0.4463435732789054] User Vector: [0.07450487510897912, 0.17994194629739574] Predicted: -0.06799114504523898 Movie Vector: [1.1520540040252367, -0.032729042931147895] User Vector: [-0.4935594447181546, 0.2126044040947547] Predicted: -0.5755654731809908 Movie Vector: [-0.2033508824688593, 0.060188803733829496] User Vector: [1.3515322505843799, -0.2133656057628319] Predicted: -0.28767749641026585 Movie Vector: [0.1181894269387741, 1.6254918029345062] User Vector: [-1.066537633413212, 1.0600142822455794] Predicted: 1.5969910550819495 Movie Vector: [-0.2051161940427239, -0.9595166555508751] User Vector: [0.5361236449342939, -0.5475187374750319] Predicted: 0.41538570624824517 Movie Vector: [1.2076800664887457, -1.914225221970873] User Vector: [0.6347707149909232, -0.09566684119468591] Predicted: 0.9497278196064967 Movie Vector: [0.051845030946002124, -0.11791212339214507] User Vector: [0.12662411998550938, -0.6774937174567504] Predicted: 0.08644955422932243 Movie Vector: [1.4797821878721131, -0.49889396214855153] User Vector: [-0.33585714659851107, 1.1253223525148506] Predicted: -1.0584119503464926 Movie Vector: [-0.09709311731448814, 0.0033483489631963197] User Vector: [-0.34010918806399465, -0.15758542176089785] Predicted: 0.03249461031286479 Movie Vector: [0.04385076872469901, 0.5483697170895171] User Vector: [1.1939736308829072, -0.8376631744754898] Predicted: -0.4069924564521956 Movie Vector: [0.9188533864536887, 0.07575673644707491] User Vector: [1.7221686427000775, 0.2018453367147108] Predicted: 1.5977116333658865 Movie Vector: [2.187314003004502, -0.08923893607572958] User Vector: [0.06881752183770407, -0.9257431232276799] Predicted: 0.23313786056393943 Movie Vector: [0.6395710836381613, 0.2675418692560273] User Vector: [1.111268989887821, -0.053331598663418446] Predicted: 0.6964670764792154 Movie Vector: [1.4031412867190172, -0.538929845611531] User Vector: [0.289174981339112, 0.3065287859972069] Predicted: 0.2405558440901447 Movie Vector: [-0.70904248714592, -0.25398601461806936] User Vector: [-0.26307161937579177, -1.7707218961707802] Predicted: 0.6362675527050834 Movie Vector: [0.4882164115045763, -1.0979683873106787] User Vector: [1.1211293968527019, -0.2233443754271819] Predicted: 0.7925788346664098
avg loss: 14.295046726723005: 35%|███████████████▉ | 24765/70000 [00:40<01:12, 621.59it/s]
Movie Vector: [-0.5349548282888952, -0.5270513032758282] User Vector: [0.9940866722881152, -0.7415765947348261] Predicted: -0.14094255434432718 Movie Vector: [1.5692435688636373, 0.059397848163573456] User Vector: [0.2223577691212329, -0.34263264975506885] Predicted: 0.3285818570743258 Movie Vector: [1.6506901186100078, 0.4406105990680853] User Vector: [0.6490807098090561, -0.38810417585274587] Predicted: 0.9004283004388749 Movie Vector: [0.2792510326303927, -1.1366222519385834] User Vector: [0.720793614767274, 0.39763745108801773] Predicted: -0.2506812138736263 Movie Vector: [0.02081480378953411, -0.7784110929165452] User Vector: [0.9339251009666962, 0.6514264806639434] Predicted: -0.48763813103765624 Movie Vector: [0.20139043693376504, 0.35271190283478815] User Vector: [0.8742058834144115, -1.023611951492711] Predicted: -0.18498341434452856 Movie Vector: [1.8605901030098895, 0.36727105033249113] User Vector: [0.38850150496491537, -0.7887892436827996] Predicted: 0.4331426011238158 Movie Vector: [0.707872942066832, -0.22838015571370637] User Vector: [0.31248908747854465, -0.23578472017350027] Predicted: 0.2750511208253537 Movie Vector: [0.45094237900468725, -0.03547445918982567] User Vector: [0.8594939758963378, 0.1467197238583133] Predicted: 0.38237745537453766 Movie Vector: [-0.10443073227501665, 1.6180680736293123] User Vector: [1.2030960886432907, 0.6764171604953709] Predicted: 0.9688488063183269 Movie Vector: [1.1679194141495213, -0.13304744409614894] User Vector: [0.4012626034883212, 0.09875194307544079] Predicted: 0.45550369116047595 Movie Vector: [0.14280234564798022, -0.011629991305324605] User Vector: [0.5380156156968263, -0.9448856599861127] Predicted: 0.08781890392691348 Movie Vector: [1.1928417993005531, 0.16075063190203287] User Vector: [1.6331717941217236, 0.11044480026246764] Predicted: 1.965869652899555 Movie Vector: [0.5744350712095662, 0.29261642354225875] User Vector: [0.2945049407246248, 0.2925422968256511] Predicted: 0.2547766472286788 Movie Vector: [0.19444894649128083, -0.2489324732491815] User Vector: [-0.746565970113694, 0.3631705641875805] Predicted: -0.23557391312936388 Movie Vector: [1.930467879295959, 0.20379398389894907] User Vector: [1.39026249860796, -0.24524480072809046] Predicted: 2.633877682381528 Movie Vector: [-0.7559679207627894, -1.9479310892748993] User Vector: [0.5912941134393815, -1.0035482387529897] Predicted: 1.5078434323579717 Movie Vector: [0.5170263167471382, 0.21444597008562424] User Vector: [1.395795708404821, -0.5219840477650934] Predicted: 0.6097257385558008 Movie Vector: [1.1989166033806509, -0.2879527037881885] User Vector: [0.431276833601352, 0.16693094704657266] Predicted: 0.4689967389101116 Movie Vector: [1.5944415616174532, 0.061301866431616066] User Vector: [0.11939835064043959, -0.6735238995602791] Predicted: 0.14908542052034535 Movie Vector: [-0.27039150608194185, -0.7066709106045057] User Vector: [0.41129723363599624, 0.3648216578828952] Predicted: -0.3690201316345244 Movie Vector: [-0.40900275245876777, 0.5988249245383954] User Vector: [-0.3533154696811147, 1.282140140860092] Predicted: 0.9122844726840306 Movie Vector: [1.4837625849415854, -0.33949325796322105] User Vector: [0.0774829729021178, -0.6983467253772653] Predicted: 0.3520503411484797 Movie Vector: [-1.430602261990341, -0.3478659862922838] User Vector: [-0.8920948321178264, 1.4715035739251867] Predicted: 0.7643468426615502 Movie Vector: [1.1107080206390867, 0.5824555061670538] User Vector: [0.39023651677881216, 0.13695303630379685] Predicted: 0.5132078792139291 Movie Vector: [0.6933704436685632, -0.19139541854714737] User Vector: [0.2071986980660047, -0.6164327891560495] Predicted: 0.26164786489228187 Movie Vector: [-0.4441768043101231, -0.15781099331946763] User Vector: [1.2747737002916566, -0.11295472307076321] Predicted: -0.5483994113662161 Movie Vector: [0.8570759609753678, -0.16290761411457239] User Vector: [0.23447638248382963, -0.29358058157133543] Predicted: 0.248790582937511 Movie Vector: [-0.3019993169504275, -0.616377700489072] User Vector: [0.9958531373751438, -0.46695686544412884] Predicted: -0.012925168320196467 Movie Vector: [2.423397478528213, 1.3603253760592617] User Vector: [0.1282400149447276, 0.537867350864918] Predicted: 1.0424511351987915 Movie Vector: [0.16661163980161037, 0.0811810032029092] User Vector: [-0.7285879951490819, 0.21071537079950697] Predicted: -0.1042851554197793 Movie Vector: [1.047233715093773, 0.6302416945114206] User Vector: [0.6451217499688797, -0.6844214207848129] Predicted: 0.24424233091237152 Movie Vector: [0.5390007363215639, -0.39151223916253175] User Vector: [-0.015314503475833394, -0.35709398708904955] Predicted: 0.13155213782683664 Movie Vector: [-0.4309004334906985, -0.40236712423286347] User Vector: [1.2609256599713499, 1.0008394088422439] Predicted: -0.9460382882359726 Movie Vector: [-1.0381587954744091, 0.10720071271543016] User Vector: [1.1341505184301128, -0.9491533923207326] Predicted: -1.2791782562331333 Movie Vector: [1.9658727814994292, -0.6143758435964305] User Vector: [-0.020422932667814114, 0.8261426616904537] Predicted: -0.5477109821571242 Movie Vector: [1.7649411827520192, -0.17400338261630735] User Vector: [0.7225344025118388, 0.33872938433865296] Predicted: 1.2162906642818034 Movie Vector: [0.21990736647275144, -0.46866091391618114] User Vector: [-0.14409582959083966, -0.018103795676562673] Predicted: -0.023203192977898246 Movie Vector: [1.9087826467523803, 0.12623433000480355] User Vector: [0.22573305759459192, 0.8172892758188459] Predicted: 0.5340453072880158 Movie Vector: [1.9439897715145393, 0.2537052720420414] User Vector: [0.7839109179662309, -0.5328650099615353] Predicted: 1.3887241439909495 Movie Vector: [1.8845477023639867, -0.24117711585874663] User Vector: [0.06774246745378454, -0.6282248824258396] Predicted: 0.279177376646661 Movie Vector: [1.519623170046727, 0.09998251635678926] User Vector: [1.9574563447682063, -0.4309365293201768] Predicted: 2.9315098972732483 Movie Vector: [-0.013448265482071398, -0.1555934367147233] User Vector: [-0.7139092531168626, 0.6806856965538024] Predicted: -0.09630938568333854 Movie Vector: [1.5220179333678685, 0.3878920070522435] User Vector: [0.7474829179473959, -1.066407725211133] Predicted: 0.7240313731339156 Movie Vector: [0.8316598995519501, -0.3490840289677177] User Vector: [1.4808581971612103, -0.3779965702651151] Predicted: 1.3635229451858994 Movie Vector: [0.08032920965059567, 0.555279457835953] User Vector: [0.2510556699914889, -0.8434523912591508] Predicted: -0.4481846829801023 Movie Vector: [1.0296524859657457, -0.3848272036977495] User Vector: [0.2674809601447725, 0.2505513118668033] Predicted: 0.1789934748330649 Movie Vector: [-0.3511373357365032, -0.7219780753117848] User Vector: [0.5542923939401493, -0.7349898554252993] Predicted: 0.33601380676649223 Movie Vector: [0.5324298588952701, -1.4710746325611903] User Vector: [1.9901825484553761, -0.025257250480779342] Predicted: 1.0967879139204433 Movie Vector: [0.6216843519235623, -0.7318233534977082] User Vector: [0.394610090840105, 0.5437849642208259] Predicted: -0.15263161751128734 Movie Vector: [-0.07837306104230199, -0.8793831576258547] User Vector: [-0.5205941811174174, 0.5465547463865361] Predicted: -0.43983047915780776 Movie Vector: [-0.6819595277277312, 0.8823235125355623] User Vector: [0.7817529309758112, -0.26381855370502777] Predicted: -0.7658971725851058 Movie Vector: [1.1536237019251536, 0.3522988394290105] User Vector: [1.5012034517950177, 0.10345149526461028] Predicted: 1.7682697251215052 Movie Vector: [1.1446233192811992, 0.6403044191663309] User Vector: [0.6217226877634495, 0.5473607491200887] Predicted: 1.0621157930800145 Movie Vector: [1.3402435456846655, -0.5252828185682259] User Vector: [1.2029808604766181, -1.045616009879917] Predicted: 2.1615314586457575 Movie Vector: [1.6907411153056466, -0.20219552224091863] User Vector: [1.316100057855882, -0.7236282986994099] Predicted: 2.3714988814369145 Movie Vector: [0.9136030674778532, 0.037333550701753156] User Vector: [0.4458161884884995, -0.41426736668603886] Predicted: 0.39183296559612296 Movie Vector: [-0.3451873413258895, -0.9342338611696065] User Vector: [0.8850892821903903, -1.9088974739826523] Predicted: 1.4778350415403811 Movie Vector: [-0.18238380710918095, -0.7701856886567658] User Vector: [0.9584116757321612, 0.2699969486642758] Predicted: -0.38274655604014207 Movie Vector: [-0.4913084362795603, -2.1341905996107955] User Vector: [1.441690884537305, -0.04625006556381714] Predicted: -0.609608438922838 Movie Vector: [0.1464389825538796, -0.061458147816404476] User Vector: [1.8617598508686033, 0.5490356206696702] Predicted: 0.23889150598927292 Movie Vector: [0.6746948288528185, -0.1592700713241872] User Vector: [1.2668260099861346, -0.29896292456762785] Predicted: 0.9023368043130677 Movie Vector: [1.6584665699906034, -0.10386650882555973] User Vector: [1.0259017618357902, 0.5905384476596546] Predicted: 1.6400866092134458 Movie Vector: [-0.0711530154715036, -0.24998956498067018] User Vector: [-0.34826300854066283, 1.1055099981058725] Predicted: -0.2515860002734224 Movie Vector: [-0.5263846042173213, -0.2870270047798662] User Vector: [0.6495916219766713, -0.5712946674112167] Predicted: -0.17795803160332652 Movie Vector: [0.7200711214707326, -1.9312128369272117] User Vector: [0.9329042451439856, 0.14094472970875538] Predicted: 0.3995631347148524 Movie Vector: [0.17383519278099233, -0.9006814158691054] User Vector: [0.32387121611833314, -1.7543845626836065] Predicted: 1.636441787186917 Movie Vector: [-0.115672785331221, -0.15961062772177803] User Vector: [-1.2311446524391607, 0.5454276571687876] Predicted: 0.05535388035574677 Movie Vector: [0.13541361540918787, 0.5485215254109003] User Vector: [-0.5917566187441842, -0.0250910264619795] Predicted: -0.09389487129551662 Movie Vector: [2.2877426619324734, 0.4468971875992292] User Vector: [-1.2516776216103966, 0.5170953222204363] Predicted: -2.632427848723246 Movie Vector: [0.3719775021101675, 0.27645612892749394] User Vector: [0.04184308390568449, -0.3938543197426687] Predicted: -0.09331875476560697 Movie Vector: [0.704756990822452, 0.26441349199354797] User Vector: [0.35862366809618373, 0.6505566916250008] Predicted: 0.42475850373751245 Movie Vector: [0.23703673789639523, -1.0925529620348389] User Vector: [0.4797178076316426, -0.3427265373717356] Predicted: 0.4881576378052487 Movie Vector: [0.7871127963554141, -0.9293705274053851] User Vector: [1.6134645100393148, -0.28321325772711337] Predicted: 1.5331886170193079 Movie Vector: [0.4548796594201545, -0.9356166759332719] User Vector: [1.1172924929974106, -0.4164295000369992] Predicted: 0.8978520132725291 Movie Vector: [1.4781663511188754, 0.024821653830964435] User Vector: [0.82229948923322, -0.5681479952560116] Predicted: 1.2013930626637825 Movie Vector: [0.03204665962077577, 0.12009862178051281] User Vector: [-1.971813397897061, 1.0488867417645238] Predicted: 0.06277981929167956 Movie Vector: [1.3043863555706905, 0.36268825195736715] User Vector: [0.024010540371066726, 0.18488998530331308] Predicted: 0.09837644682398058 Movie Vector: [0.5724649664060085, -0.24930462194549607] User Vector: [0.18219847770692063, -1.0154732481697546] Predicted: 0.3574644196504438 Movie Vector: [0.7634314516405204, 1.1100493307729777] User Vector: [0.7501867070140921, 0.6169127240412083] Predicted: 1.257519683204468 Movie Vector: [-0.13202031446656953, -1.2986328904660187] User Vector: [0.31376865006185495, 0.30235520347591627] Predicted: -0.43407224768828745 Movie Vector: [0.14144978690955856, -0.8898971208110062] User Vector: [1.902958015487886, 0.29293869765817226] Predicted: 0.008487702168464561 Movie Vector: [-0.8088655462937042, 0.2886563878961187] User Vector: [1.8141225445810876, -0.7572131144705586] Predicted: -1.685955625556948 Movie Vector: [0.8188610168669193, 1.0107089081675462] User Vector: [1.5215831862119262, 1.2077129458556255] Predicted: 2.466611387994655 Movie Vector: [1.2581019384420309, -1.03997858748368] User Vector: [0.5840843528173162, 0.38518594627323816] Predicted: 0.3342525201693177 Movie Vector: [0.21712296456983285, 7.66400727096328e-05] User Vector: [0.9549075769466485, -0.5505263603588972] Predicted: 0.20729017161656563 Movie Vector: [1.1417021752678196, 0.4836399885208142] User Vector: [0.6956673531976786, 0.8567147364311376] Predicted: 1.208586435701764 Movie Vector: [-0.11863535240448468, -1.0478356127111212] User Vector: [0.9342395239451056, -0.9285104991700273] Predicted: 0.8620925326531089 Movie Vector: [-0.04513524285808593, 1.787817516724523] User Vector: [0.7040211580948322, 0.4358182988138287] Predicted: 0.7473874227806042 Movie Vector: [1.249978553068782, -0.11285244126028071] User Vector: [-0.11104891164282127, 0.4398022161226085] Predicted: -0.18844151165627468 Movie Vector: [-0.06941303561204452, -1.2383029737155669] User Vector: [0.43596252194242846, -0.7794206796304696] Predicted: 0.934897463300712 Movie Vector: [-0.41844807969624287, -0.42258703747433846] User Vector: [1.6654190804615896, -0.34455776481433786] Predicted: -0.5512857710369639 Movie Vector: [-0.5895371891251484, 0.9228311863943398] User Vector: [1.2535497027630529, -1.0654355002206675] Predicted: -1.722231274890881 Movie Vector: [1.6137416929374302, 0.07926220261509812] User Vector: [-0.19640871124487655, -0.42070314967223166] Predicted: -0.35029878448209634 Movie Vector: [0.5908619942924437, -0.011589513055128123] User Vector: [-0.5648460543629817, -0.32402338101236605] Predicted: -0.3299907929447199 Movie Vector: [0.2582713871132841, -1.4824297964223323] User Vector: [0.5158453490732958, -1.0005674680665697] Predicted: 1.6164991218338298 Movie Vector: [0.21280872130422185, -0.5760141469276989] User Vector: [0.9840748407507288, -0.017069849840621584] Predicted: 0.21925218352194792 Movie Vector: [0.5927739725792356, 0.525471380445849] User Vector: [0.24400584444272003, 0.6866579520645985] Predicted: 0.5054594157083663 Movie Vector: [-1.3731294832814773, -0.07528646073594761] User Vector: [-0.810184930967652, -0.19334261704044908] Predicted: 1.1270448969684526 Movie Vector: [0.47409016547507554, -0.8501086579437889] User Vector: [0.9038868152447682, 0.22805852435997467] Predicted: 0.23464932373383224 Movie Vector: [1.855450842026259, -0.131571795890356] User Vector: [0.7146766875531803, -0.0321121706766151] Predicted: 1.3302725176629457 Movie Vector: [0.8047622370699077, 0.10380995322225353] User Vector: [0.869239289703675, -0.5495439660424967] Predicted: 0.6424828219225438 Movie Vector: [1.9141678937488122, 0.6012290712984996] User Vector: [1.3417944617254736, -0.19715355271899052] Predicted: 2.449885431240433 Movie Vector: [1.704549425287796, 0.09769826525286861] User Vector: [0.9371918536190863, 0.5292597512464137] Predicted: 1.6491975950357571 Movie Vector: [0.1344664902033035, 1.0313288682874109] User Vector: [1.07683487987242, 0.4865165098723765] Predicted: 0.6465567283547593 Movie Vector: [-1.0943361239643956, 2.507569665731903] User Vector: [0.21915463215075837, -0.1031939590810429] Predicted: -0.49859487217510623 Movie Vector: [0.37280992362827237, 0.3684044161930944] User Vector: [-0.2116501083645919, 0.2441341622554781] Predicted: 0.011034842783200507 Movie Vector: [0.6023298661039928, -0.41575500662631204] User Vector: [-0.0877595085529227, -1.2553759367794268] Predicted: 0.4690686578782091 Movie Vector: [0.2839210943120435, -0.13407581477845482] User Vector: [1.0210816401730938, -0.05383963926418274] Predicted: 0.29712521016160437 Movie Vector: [0.0066375890895896406, -0.7169359197962792] User Vector: [0.08914552801658238, -0.9101187952035722] Predicted: 0.6530885669473031 Movie Vector: [0.4527864295463403, -0.7945240094921463] User Vector: [0.1977586904763776, -0.26376495231385116] Predicted: 0.29911003884846465 Movie Vector: [1.6843249722267377, -0.5372109698793701] User Vector: [1.5614550962060034, -0.12815941709438655] Predicted: 2.6988464563069248 Movie Vector: [1.185295637039711, 0.4837692855760855] User Vector: [1.3176687267752538, -0.5849888774669102] Predicted: 1.278827341588256 Movie Vector: [0.6882255772343776, 0.14032524144268443] User Vector: [1.3608749902707298, -0.3211643512828194] Predicted: 0.8915215105863563 Movie Vector: [-0.007710510382778174, -0.707013232061052] User Vector: [1.012344127927032, -0.5030527596473837] Predicted: 0.34785926758620245 Movie Vector: [-1.3021450920775544, 0.0072937202373781485] User Vector: [1.1400105697672236, 0.32277021112456544] Predicted: -1.4821049727180244 Movie Vector: [-0.7428725031026127, -1.9701567178240538] User Vector: [0.5319246901627349, -1.0928598996992194] Predicted: 1.757953046989666 Movie Vector: [-0.3614645596862599, 0.7241875634716948] User Vector: [0.893360017352657, -0.2691298811707906] Predicted: -0.5178184982161893
avg loss: 14.28308546273842: 36%|████████████████▎ | 24891/70000 [00:40<01:12, 621.05it/s]
Movie Vector: [0.7525966908673657, 0.40593313456968483] User Vector: [0.6910536629635968, -0.4787718137730867] Predicted: 0.32573535684965227 Movie Vector: [0.7766408415770801, 0.42646843012512287] User Vector: [1.9842016032608405, 0.3341179722671343] Predicted: 1.683502770124445 Movie Vector: [0.725585953829045, -0.2369277828403063] User Vector: [1.3531483400516189, -0.5363133919296471] Predicted: 1.1088929718459983 Movie Vector: [2.2020759667765106, -0.28781897909880894] User Vector: [0.9081754936038934, -0.13151661595060893] Predicted: 2.0377244062179627 Movie Vector: [1.0146043826916447, -0.9994213281059972] User Vector: [0.7296132201712393, -0.823007252271497] Predicted: 1.5627997719615503 Movie Vector: [0.4349291952676814, 0.4289802198348475] User Vector: [0.204939155021594, 0.7944008682842884] Predicted: 0.4299162808859683 Movie Vector: [1.6302296371490401, -0.023814330091627266] User Vector: [1.0890668553141005, 0.42051034473654164] Predicted: 1.7654148922132524 Movie Vector: [0.3459279463514848, 1.0077093592676858] User Vector: [1.1610939506546063, 1.8191059536737368] Predicted: 2.234784940887674 Movie Vector: [-0.4060408009102029, 0.353134937272787] User Vector: [0.470626266067133, -1.9716455965078763] Predicted: -0.8873504100502525 Movie Vector: [1.5722110170106312, 0.16217432987366345] User Vector: [0.012603176871659433, -0.570683337349123] Predicted: -0.0727353342777033 Movie Vector: [1.1719383331767181, 0.6039442107226352] User Vector: [0.10543223235681574, -0.8478256008227318] Predicted: -0.38847928866798165 Movie Vector: [-0.04585640955150479, -0.5822971184117902] User Vector: [1.7082720062207761, -0.21234264700642635] Predicted: 0.045311290725143366 Movie Vector: [0.23891826672874122, -0.4700367206285262] User Vector: [0.42326482212083505, -1.0059429648148737] Predicted: 0.5739558299892791 Movie Vector: [2.0894761129614348, 0.2096397823679975] User Vector: [-0.5225249650645629, -0.4270327923582937] Predicted: -1.1813264945824036 Movie Vector: [0.29696620091945203, 1.104746616533324] User Vector: [1.060927613870713, 0.8176777262179337] Predicted: 1.2183863443956489 Movie Vector: [0.26255601294893305, -0.5540748960631775] User Vector: [0.13652916441631902, -0.08720310241076665] Predicted: 0.08416360296503023 Movie Vector: [-0.6601782711248656, 0.5638095404919834] User Vector: [1.8082149443499675, 0.6068273728444329] Predicted: -0.8516091535417294 Movie Vector: [0.18909759368572196, -0.09293565366924401] User Vector: [0.19333525939473561, -0.7807773264508646] Predicted: 0.10912128352998521 Movie Vector: [0.8512838426441024, -0.20094396149805033] User Vector: [0.9174875198260443, -1.0764710028855478] Predicted: 0.9973526492131232 Movie Vector: [0.0579106204470658, 1.851607180329213] User Vector: [0.962882965431612, 0.12227033951346852] Predicted: 0.28215778853048423 Movie Vector: [1.605980144513385, 0.002790200463447849] User Vector: [1.135856929709246, -0.3706601143027002] Predicted: 1.8231294600982757 Movie Vector: [0.3748516266753682, -1.5540939007469479] User Vector: [1.0811676812265485, -0.08221401888037143] Predicted: 0.5330457693144873 Movie Vector: [1.7878141265520193, -0.6656602149776794] User Vector: [0.8250000911183478, -0.3807836050155128] Predicted: 1.7284193136826873 Movie Vector: [0.13996517353329843, 1.068254694915135] User Vector: [1.4189426999761918, 0.571868318397297] Predicted: 0.8095035772371104 Movie Vector: [0.10230213919374062, 0.5369648545440375] User Vector: [0.44029504323580143, 0.6811984784789062] Predicted: 0.4108227667114686 Movie Vector: [2.068145725979529, 0.5786046846802864] User Vector: [0.1404333126949262, 0.8713358449576531] Predicted: 0.7945955572575121 Movie Vector: [1.0282197190732552, 0.02061349694011412] User Vector: [1.32635709811087, 0.41704401825055837] Predicted: 1.3723832584044775 Movie Vector: [1.4458757130564295, 0.43202812316119593] User Vector: [0.982193841617135, -0.5505167288521036] Predicted: 1.1822915119729935 Movie Vector: [0.8376207641115692, 0.9812205020022549] User Vector: [0.6974148224580095, 0.6974967971440387] Predicted: 1.2685672939286508 Movie Vector: [1.6151322398335723, -0.05541386876839407] User Vector: [0.45221456987307307, 0.7437618514196742] Predicted: 0.6891716094949644 Movie Vector: [-0.24871484215967293, -0.030070122569490543] User Vector: [0.3896056769731628, -0.7013802616281886] Predicted: -0.07581012401791172 Movie Vector: [0.3839653033412218, 0.031620826144496336] User Vector: [1.6218339350539661, 0.09886964581265788] Predicted: 0.6258542987232936 Movie Vector: [0.6776670631272805, -0.6546774382878663] User Vector: [0.6162871686822198, 0.3081712191895087] Predicted: 0.21588477131087075 Movie Vector: [0.2657222701041279, 0.645490584046945] User Vector: [0.6676765629274464, -0.3870757327507335] Predicted: -0.0724372088072675 Movie Vector: [2.24140214683298, -0.29351396443558236] User Vector: [0.584676844346775, -1.3631371825832126] Predicted: 1.7105957326519428 Movie Vector: [0.8913540286563101, 0.5584284167790277] User Vector: [0.2179348787962143, -0.7928672830945787] Predicted: -0.24850248941466443 Movie Vector: [0.3321465851016915, -1.4222153920231841] User Vector: [0.59377893797484, 0.5811327806617135] Predicted: -0.6292743389126698 Movie Vector: [-0.14504595831516678, -0.03011997237750491] User Vector: [0.5956892668062305, -0.1510098070134202] Predicted: -0.08185390934599221 Movie Vector: [-0.1895280408590853, -0.6349448180559063] User Vector: [1.6937912541084428, 0.7045482022600215] Predicted: -0.7683701681110315 Movie Vector: [0.9163794184826506, 1.683060727090628] User Vector: [-0.5590640060155821, -0.7857066763026024] Predicted: -1.8347067986249588 Movie Vector: [0.7189026785443894, -0.26735587054226173] User Vector: [0.8238274859064805, 0.7186099981285755] Predicted: 0.40012718464662056 Movie Vector: [1.3587919269226993, -0.6148500189969972] User Vector: [-0.8491697856636237, 0.059874213372076074] Predicted: -1.190658710575662 Movie Vector: [0.35042308533963107, -0.0012196490097705487] User Vector: [1.0589066744744025, 0.8676201005364771] Predicted: 0.3700071519595721 Movie Vector: [-1.2150974802821635, 0.5168054613539032] User Vector: [0.048253254559720626, 0.5081211735829719] Predicted: 0.20396738950630416 Movie Vector: [-0.7364013747950766, -0.5885429955165682] User Vector: [0.8187782459656807, 0.32456953342379796] Predicted: -0.7939725514360856 Movie Vector: [0.9031017893472573, 0.9889966303751531] User Vector: [0.8970703090804719, -0.35985105204768336] Predicted: 0.45425432338875865 Movie Vector: [1.065679695478135, 0.03239196829274848] User Vector: [-0.5103913091017486, 0.9833983751986446] Predicted: -0.5120594458696632 Movie Vector: [0.18886926217995909, -0.6556967833420236] User Vector: [0.07116176882182376, 0.001136260170762314] Predicted: 0.012695228633790162 Movie Vector: [0.27432655235898307, -0.5615929055521587] User Vector: [0.358136666628722, 0.2258859833136738] Predicted: -0.028609568663036725 Movie Vector: [1.8867450660035976, -0.2615548577100183] User Vector: [0.840521564147657, -0.7747392212826273] Predicted: 1.7884867208101662 Movie Vector: [1.657116596690684, -0.2562135563060252] User Vector: [0.940285605328431, 0.6752998772610154] Predicted: 1.385141899093022 Movie Vector: [0.4495606197766292, -1.0426682146923631] User Vector: [-0.365459248220862, -1.0440059617431854] Predicted: 0.924255746125679 Movie Vector: [0.17926053373695874, -0.8140709483713439] User Vector: [1.1540116641073734, -1.3207633728277326] Predicted: 1.2820638383385707 Movie Vector: [1.0515712917859152, -0.3642957028768132] User Vector: [-0.7662896702473275, -0.04084758331362029] Predicted: -0.7909276193501308 Movie Vector: [1.6510890393129174, -0.34175493074931984] User Vector: [1.4148955714083358, -0.5564759027178883] Predicted: 2.5262969533217077 Movie Vector: [-0.21692644072318107, 0.5571645551668538] User Vector: [-0.0044111640722030165, -0.46666110938672417] Predicted: -0.2590501313034957 Movie Vector: [0.7765332342039062, 1.0676401667199027] User Vector: [0.33279635785092143, -0.7082486220937791] Predicted: -0.4977272448780872 Movie Vector: [-0.03332575828357326, 0.9777449493265149] User Vector: [-0.44780431599591264, -1.1664067508843567] Predicted: -1.1255248911443096 Movie Vector: [1.3233748040422761, -1.9316616755173364] User Vector: [1.2878351783647868, -0.7202481052339275] Predicted: 3.0955642885516044 Movie Vector: [0.6001200936868546, 0.4442951956244692] User Vector: [-0.06169107829135376, -0.6304150916023521] Predicted: -0.317112452131935 Movie Vector: [1.8869335528140447, 0.4745880860490161] User Vector: [0.63286584487922, 0.45576132618349025] Predicted: 1.4104746926211928 Movie Vector: [0.8264344031271748, -1.15735870422483] User Vector: [-0.9393124417427512, -0.7322519141285571] Predicted: 0.07119800936037846 Movie Vector: [0.2022733109553015, 1.0983671406147866] User Vector: [0.8408889516501592, -0.9326177972659861] Predicted: -0.8542673508734919 Movie Vector: [2.078496779934653, 0.17768142006623072] User Vector: [1.0749732722485907, -0.5639050484662809] Predicted: 2.1341330350905077 Movie Vector: [0.21860019406932812, -0.5429213745092356] User Vector: [-0.10581902654161596, -0.2736699728838159] Predicted: 0.12544921810176193 Movie Vector: [-0.13778317139010995, -0.038481877580755] User Vector: [0.85081383769222, -0.36395788934492895] Predicted: -0.1032220458775028 Movie Vector: [1.1886909663227756, 1.180292157017318] User Vector: [1.5576568067715564, 0.1403101791055827] Predicted: 2.0171795787885447 Movie Vector: [-0.047759521183696224, 0.8617079866437702] User Vector: [0.44998896511135267, 0.3845212518751834] Predicted: 0.3098537762634411 Movie Vector: [1.9734709326847373, -0.13687472707658227] User Vector: [1.1885726255666411, 1.8991530218021857] Predicted: 2.0856674764047054 Movie Vector: [0.9109518486154315, -0.6215233099744993] User Vector: [0.2796269748409658, 0.4839021121922482] Predicted: -0.04602973281925904 Movie Vector: [1.1091241544001351, -0.8657838529997014] User Vector: [-0.7321242938899635, 0.2710061767210724] Predicted: -1.04664951024479 Movie Vector: [-0.23921718437157896, -0.04190644810464472] User Vector: [0.44420736081116224, 0.4888366737556851] Predicted: -0.12674744283076605 Movie Vector: [0.15222437108265097, 0.11596608475155323] User Vector: [-0.12061235123733234, 0.2610026364190506] Predicted: 0.01190731454344774 Movie Vector: [0.8967361620270504, 1.2739745518121213] User Vector: [-0.5555129569359554, 1.3827639313331013] Predicted: 1.2634575027230077 Movie Vector: [-0.4149707169454502, 0.16168421043391518] User Vector: [1.2766913836501679, 0.01607499694064939] Predicted: -0.5271904656033124 Movie Vector: [0.3324790731620403, -0.17394590207530347] User Vector: [1.1807921738827185, -0.5470384624787763] Predicted: 0.48774378639527477 Movie Vector: [0.545320811343919, 0.056172669252412336] User Vector: [-0.12134863465501598, -0.9241537984910146] Predicted: -0.11808612156654641 Movie Vector: [0.579129130757308, -0.31559126862689824] User Vector: [-0.7029736785894252, 0.23826014157710576] Predicted: -0.4823053557703042 Movie Vector: [0.32050471109609924, -0.39622693487164434] User Vector: [0.6729200266444462, -0.19839292527061175] Predicted: 0.2942826594106513 Movie Vector: [0.663852196382086, -0.1765370984233707] User Vector: [1.1004619666485997, -0.5151781754579619] Predicted: 0.8214921538610176 Movie Vector: [0.339252228452113, -0.5206426160309641] User Vector: [0.16210021015375392, -0.10555234709826603] Predicted: 0.10994790764866641 Movie Vector: [0.9035981793981411, 0.5138830618266716] User Vector: [0.10352132279389685, -1.703376479975242] Predicted: -0.7817946421677631 Movie Vector: [-0.3124882220531542, 0.03719455825083098] User Vector: [1.7948369303267304, 1.4297680951747762] Predicted: -0.5076858085319831 Movie Vector: [1.3104306128415302, -1.7234220437892254] User Vector: [-0.10014362739721915, 0.2765959198513724] Predicted: -0.6079227805163248 Movie Vector: [2.1293462463552135, 0.11218962676592548] User Vector: [1.8426837648687513, -0.6388006760166621] Predicted: 3.8520449485228383 Movie Vector: [0.32529374790142745, 0.4232133735061446] User Vector: [-0.5092217123064603, -0.6768349842197334] Predicted: -0.45209225628756244 Movie Vector: [0.710684419547408, -0.2847572298176875] User Vector: [-0.14212156015264424, 0.3607718030038489] Predicted: -0.20373595770196248 Movie Vector: [0.44588010197629946, 0.24014551018082192] User Vector: [1.116148172685103, 0.8674208712632607] Predicted: 0.7059754887285028 Movie Vector: [0.312847937239695, -1.1467150328014062] User Vector: [0.8438117412200936, 0.34122975642216413] Predicted: -0.12730852866911618 Movie Vector: [-0.4549908945900962, 0.4168030524485165] User Vector: [0.41257876878981087, -0.19537592674492565] Predicted: -0.2691528657427993 Movie Vector: [0.9710300873317107, -0.9416332045596201] User Vector: [1.3075644036832743, -1.3656762485127822] Predicted: 2.5556504793784574 Movie Vector: [0.8357594078496045, 0.34831682055272006] User Vector: [0.20020654295338608, 0.324888219344914] Predicted: 0.28048853338359353 Movie Vector: [0.5921803213234602, -1.570619982422618] User Vector: [1.4858716552956068, -0.2748639156398896] Predicted: 1.3116107126293095 Movie Vector: [0.610849959018348, -0.9937488430151886] User Vector: [1.7423596007678457, 0.12515924850250504] Predicted: 0.9399434323322489 Movie Vector: [0.4014672613983063, -0.14996611570328885] User Vector: [1.329633181108056, -0.47981954979481806] Predicted: 0.6057608660049991 Movie Vector: [0.6382089371695565, -1.5791345842981246] User Vector: [1.1301609671095603, -0.6630843371180524] Predicted: 1.7683782386990239 Movie Vector: [-1.0604154831144357, 1.0512564982486878] User Vector: [0.5503034932588596, -0.9458863992145818] Predicted: -1.5779195684430367 Movie Vector: [0.5573841331164622, 0.27051981758050936] User Vector: [-0.08527839346398763, 0.5554999870140283] Predicted: 0.10274093173852093 Movie Vector: [-0.024443389415779043, -0.5646532285942061] User Vector: [1.6634569385680482, -0.024758511929465904] Predicted: -0.02668055202963735 Movie Vector: [0.6432286902001105, 0.6797193388576018] User Vector: [0.45609590614275003, 1.1385721100477175] Predicted: 1.067283454197173 Movie Vector: [0.4053638722139409, 0.11387840823013376] User Vector: [1.1564466355441274, -0.5114128775371782] Predicted: 0.41054280175062535 Movie Vector: [2.229975138841357, 1.0096594427252916] User Vector: [0.7012350649549823, -0.48477012421337257] Predicted: 1.0742840278702706 Movie Vector: [-0.15494346618652344, 0.6768703460693359] User Vector: [-0.3166216131125591, -0.28616259478731704] Predicted: -0.14463652436056212 Movie Vector: [0.7846028559017493, 0.05300187705843688] User Vector: [-0.24884478257738818, -1.0263915926797826] Predicted: -0.2496450080954957 Movie Vector: [0.24471007093836317, -0.037823151031269875] User Vector: [-1.0914577974024668, 0.2975717770331335] Predicted: -0.27834581729395486 Movie Vector: [1.3400873171891035, 0.5921137649804812] User Vector: [-0.04906254035110879, 0.329834463022842] Predicted: 0.12955143764717075 Movie Vector: [0.9380344167405765, 0.42833311304165766] User Vector: [-0.04121882330818305, -0.21811221228969807] Predicted: -0.13208935776307365 Movie Vector: [0.24664200445551848, -0.3957605214204495] User Vector: [0.6996709342908026, -1.0260203656786515] Predicted: 0.5786265966017323
avg loss: 14.281198914415976: 36%|████████████████ | 24954/70000 [00:40<01:12, 617.28it/s]
Movie Vector: [-0.4421957511030067, 0.7192783991504869] User Vector: [0.02274820830561659, -0.2876030763280857] Predicted: -0.21692584138997054 Movie Vector: [1.406719174433421, -0.42399325153937806] User Vector: [0.7119438085993445, -0.24663643925269663] Predicted: 1.1060771925027006 Movie Vector: [-0.42427360633413846, -0.7289323154310283] User Vector: [0.550627046656077, -0.6252580725070357] Predicted: 0.2221542917046056 Movie Vector: [0.15384608421415158, 1.0284266978593923] User Vector: [0.8377733505293831, -0.36760000634318607] Predicted: -0.24916151121869914 Movie Vector: [-0.6910487853662644, 0.9912813463218074] User Vector: [1.1565177089111083, -0.3946070034974573] Predicted: -1.1903767196925699 Movie Vector: [0.6222618908536335, 1.1011670692580866] User Vector: [-0.4033366478011675, 0.3140682317948531] Predicted: 0.09486056924128727 Movie Vector: [-1.020910499471314, 0.08691942831268337] User Vector: [0.4541612983439457, 0.14940650797944915] Predicted: -0.45067170967309 Movie Vector: [-0.6841186741813544, -0.7576419953124617] User Vector: [0.8102181110306472, -0.0774596243676309] Predicted: -0.49559867555396214 Movie Vector: [0.8828282191891387, 0.168133488659594] User Vector: [1.294353565050614, -0.2768330318961525] Predicted: 1.0961469494058338 Movie Vector: [1.7172477514656126, -0.03351935827794908] User Vector: [0.5745516574685272, -1.0466891573035226] Predicted: 1.0217318907579707 Movie Vector: [0.7011959373872334, 0.8261433347226796] User Vector: [0.268013476363938, -0.7614933160116959] Predicted: -0.4411726666675111 Movie Vector: [-0.9214207299658297, -0.6500176335764856] User Vector: [1.7561812371756664, -0.47537064158794123] Predicted: -1.3091824979939672 Movie Vector: [1.226818036227083, 0.7126681316810819] User Vector: [-0.23040733959383686, -0.07228414145164658] Predicted: -0.33418248393133354 Movie Vector: [1.4822332649879546, -0.28168724363814124] User Vector: [1.3110091581014034, 0.20299775908114867] Predicted: 1.8860395056214645 Movie Vector: [-0.5015453106109846, 0.15061653291822275] User Vector: [0.7646108779184512, 0.7604945309871981] Predicted: -0.2689439507015855 Movie Vector: [0.4663814806504664, -0.40701940708509166] User Vector: [0.9640143548214665, -0.11846877989533616] Predicted: 0.49781753472103357 Movie Vector: [-0.35999663903302836, -0.5133398162559243] User Vector: [0.7208370532771864, -0.29098426919896864] Predicted: -0.11012510518629612 Movie Vector: [-0.4228176733455948, -0.7849816395149917] User Vector: [1.821169915056316, -0.4108068910821583] Predicted: -0.44754695936537686 Movie Vector: [1.0875323845539289, 0.8289124489500755] User Vector: [-0.07586921647814565, -0.18359691101174114] Predicted: -0.2346959950371274 Movie Vector: [1.3912803092655568, 1.2719910059514572] User Vector: [-0.6819078065871322, 0.6896771899262325] Predicted: -0.07146172144310015 Movie Vector: [1.452062460432397, -0.4870728422204406] User Vector: [0.7924886545532359, 0.4957636208435906] Predicted: 0.9092700297215471 Movie Vector: [0.3392348863525365, 0.5614229817044346] User Vector: [-0.3264279083710203, 1.0550395898232963] Predicted: 0.48158773793627935 Movie Vector: [1.3863389883592938, 0.14457123761960208] User Vector: [1.6071597324340328, -0.6833551809030688] Predicted: 2.129274693357466 Movie Vector: [-0.15475176675532182, 0.36035215558436345] User Vector: [1.176998848443379, -0.9282503543347916] Predicted: -0.5166396673720836 Movie Vector: [1.7683955264143087, -0.12669778838618284] User Vector: [0.4493480041856199, -1.0572578078746044] Predicted: 0.9285772264167844 Movie Vector: [0.821254411173741, -0.25022450270174207] User Vector: [1.3804438691095795, -0.7288168787450354] Predicted: 1.3160634579286008 Movie Vector: [1.6825064574776831, 0.055397184637074] User Vector: [0.7628204216482437, 0.7479775905316162] Predicted: 1.3248861380060928 Movie Vector: [0.7313203175203755, 0.06753895984936789] User Vector: [-1.6790460371151843, 0.26953630502421755] Predicted: -1.2097162793114273 Movie Vector: [0.01605233874043329, -0.8130544890617527] User Vector: [0.8328843342259162, -0.16532044185256028] Predicted: 0.14778426884649126 Movie Vector: [-0.38464196661867295, -0.054919731345204476] User Vector: [1.2712201721952523, -1.0967838929087588] Predicted: -0.42872955029621335 Movie Vector: [-0.09644567071984345, -0.12092393185820215] User Vector: [0.40786862244845035, 0.12407624842864211] Predicted: -0.05434095066782586 Movie Vector: [-0.9799309868949697, -0.6696026091165936] User Vector: [-0.15578178932363573, 1.0819781379903977] Predicted: -0.5718399816533095 Movie Vector: [0.9438721895509079, 0.09347017782785627] User Vector: [-1.105753829676161, 0.05948510334573359] Predicted: -1.0381302051329058 Movie Vector: [0.07998401156327073, 0.49698818045741033] User Vector: [1.0224340097423776, -1.5904679577766345] Predicted: -0.7086654027533072 Movie Vector: [1.6175795540303912, -0.3285757100004381] User Vector: [0.7733428660381851, -1.0804706196195204] Predicted: 1.6059600093347293 Movie Vector: [0.852125382446864, -0.1775271987621304] User Vector: [1.9755643452758307, 0.16791701848118482] Predicted: 1.653618685351102 Movie Vector: [0.6045564453711915, -0.2232541188959134] User Vector: [1.658064721121565, -0.3839428998811707] Predicted: 1.0881105478159419 Movie Vector: [0.33712805445998506, -0.06910907690842073] User Vector: [-0.7357544480562889, 0.3493297130340947] Predicted: -0.2721853196379666 Movie Vector: [0.9257505015801344, -0.6919877366806167] User Vector: [1.0035306717356294, -0.14397986900624102] Predicted: 1.0286513263915085 Movie Vector: [0.24386219715179158, -0.7441895625158523] User Vector: [0.5348905374126075, -0.010460677236219653] Predicted: 0.13822430850518289 Movie Vector: [0.3220860957840413, -0.48201128691578093] User Vector: [-0.6108892241628036, -0.12120600154390808] Predicted: -0.13833626438104416 Movie Vector: [1.3922969280084838, 0.19565011093790055] User Vector: [2.368699244260644, 0.40245036633830744] Predicted: 3.3766721399812 Movie Vector: [1.4999687480276094, -0.4855578770422012] User Vector: [0.7614504039850367, 0.07605311780297266] Predicted: 1.1052236187277011 Movie Vector: [1.3790947632188642, 0.0648152204970618] User Vector: [-0.8716362620927854, -0.410693278943165] Predicted: -1.2286881799151883 Movie Vector: [0.4297652841452253, 1.2070974753442334] User Vector: [-0.047705046670704576, 1.5270017358012116] Predicted: 1.822737967194308 Movie Vector: [1.5752363583672122, 0.3422715322701819] User Vector: [0.6775209512263342, -0.9473763000930067] Predicted: 0.7429956980579712 Movie Vector: [1.5673199850082513, 0.6363435331828432] User Vector: [1.0713158683520523, 0.2692448863982049] Predicted: 1.8504270130266873 Movie Vector: [0.32129104465864317, 0.037418984020905405] User Vector: [-0.05651551220489698, 0.10444458147789318] Predicted: -0.014249717830338212 Movie Vector: [0.7380259667217424, 0.8155145592315307] User Vector: [0.8400302800527994, -0.5846609229821909] Predicted: 0.14316466460578198 Movie Vector: [-0.04311635405254338, -0.6773890960104518] User Vector: [0.37659560958112437, -0.6335627322128203] Predicted: 0.4129310568022212 Movie Vector: [0.6964010257347082, 0.7532536370289459] User Vector: [-0.4922588745679837, -0.1357800354466161] Predicted: -0.44508639071223965 Movie Vector: [0.3510674305903781, -0.7177706808131041] User Vector: [-0.6661703776863982, -1.055067123024808] Predicted: 0.5234255243672541 Movie Vector: [0.9390808698390515, 0.2763167319307441] User Vector: [0.3992082791677705, -0.34716764869215977] Predicted: 0.2789606279291226 Movie Vector: [-0.2453437062699852, -1.9094499564889127] User Vector: [-0.31833797552752197, 0.049991319022717945] Predicted: -0.017353703170346055 Movie Vector: [-0.319291000151173, 0.2958000463539733] User Vector: [0.8671906092156348, -0.1709522049687618] Predicted: -0.3274538270922388 Movie Vector: [0.07414477560065957, -0.2372253861903315] User Vector: [1.136813005624296, -0.6795436241366412] Predicted: 0.24549374387091696 Movie Vector: [0.299172486589868, -0.17209374786590434] User Vector: [-0.2529094227371236, -1.0140987829763148] Predicted: 0.09885651938637299 Movie Vector: [0.055335167976936356, -0.555563831933335] User Vector: [1.1352762193936126, 0.6451515830639105] Predicted: -0.29560218536447663 Movie Vector: [0.5883855901346503, -0.6152240874857112] User Vector: [0.5956479511774359, 0.5727091614119539] Predicted: -0.0018737999583452458 Movie Vector: [0.5699953637311941, 0.23411871101528242] User Vector: [1.8860812203458421, 1.0947734366559687] Predicted: 1.3313644970612688 Movie Vector: [1.2461859847825758, 0.4252056726582697] User Vector: [0.1767648743318124, 0.05266467341942219] Predicted: 0.2426752268807914 Movie Vector: [-0.31368224845995996, -0.24455953374096637] User Vector: [1.2758735288710905, 0.8287503999095748] Predicted: -0.6028976886763523 Movie Vector: [0.6901950216792502, -0.23274543791630947] User Vector: [-0.391740132547156, 1.33839806504971] Predicted: -0.5818831330323526 Movie Vector: [-0.058757980140842436, 0.4121479752404761] User Vector: [-1.116672922370566, 0.5168318349882031] Predicted: 0.27862463972667395 Movie Vector: [1.1050249427620094, 0.0975768181382842] User Vector: [1.5677035790262177, -0.14247601920096786] Predicted: 1.718449201066604 Movie Vector: [1.044300407985827, 1.2456182052056826] User Vector: [-0.24720406539526968, 0.06341201013656607] Predicted: -0.17916815209324122 Movie Vector: [0.051587021122676824, 0.32721709909583246] User Vector: [1.097126538479951, 0.6421491383119129] Predicted: 0.26671966814012715 Movie Vector: [-0.4855302675619032, 0.7632741603337942] User Vector: [0.8143257041008318, -1.4780083160390045] Predicted: -1.5235053333856485 Movie Vector: [0.3411802991742293, -0.1372642936892825] User Vector: [1.1822414720100205, 0.9030179051195949] Predicted: 0.2794053841815433 Movie Vector: [1.2480369416331403, -0.26894007907736206] User Vector: [1.8814988461755484, -0.888595801240157] Predicted: 2.5871590907205535 Movie Vector: [1.2659807336568198, 0.08294883574362738] User Vector: [0.8472981864877995, 1.0934841652833251] Predicted: 1.1633664181702614 Movie Vector: [0.5586516774581571, 0.05983176427386577] User Vector: [0.3546050197053404, 0.6746440474936164] Predicted: 0.23846583271187605 Movie Vector: [0.006701288903555721, -0.6619110804033593] User Vector: [1.0017669838099534, -0.16689297465214492] Predicted: 0.11718143913628583 Movie Vector: [1.8458649375536837, 0.1775032833825953] User Vector: [1.2225922804592906, -0.6250164255172027] Predicted: 2.1457977557262473 Movie Vector: [-0.573007270982109, -1.218281503418274] User Vector: [0.7586179643601925, 0.09473119518073131] Predicted: -0.5501028723614281 Movie Vector: [0.5012235512679539, 0.4908324072314989] User Vector: [0.9944456379860965, 0.4280201424414165] Predicted: 0.7085257310724069 Movie Vector: [0.06755356322078966, -0.7444133600255496] User Vector: [-0.9961084154010462, 0.7548753142261244] Predicted: -0.629229941877967 Movie Vector: [-1.3627922998616777, -0.840850451123015] User Vector: [0.4784992366286174, -0.7491787943840378] Predicted: -0.022147747937555917 Movie Vector: [0.9879804796799143, -0.338248924102142] User Vector: [2.0597416045154233, -0.21744512485573042] Predicted: 2.108535077979531 Movie Vector: [0.41446733546630915, 0.6321813863154888] User Vector: [0.4084026900206224, 0.0014679129033693464] Predicted: 0.1701975619443628 Movie Vector: [0.311430942730859, -0.796500144724013] User Vector: [-0.8645454792731132, 0.8293463796721724] Predicted: -0.9298207250789494 Movie Vector: [-0.6772801960881103, -0.28108415827748406] User Vector: [0.948810261468481, 0.12238478385703791] Predicted: -0.6770108238942113 Movie Vector: [0.6216188427098768, -0.7169814807280379] User Vector: [0.9873712273578953, 0.5367783139093399] Predicted: 0.22890844934582738 Movie Vector: [1.1975037061952911, 0.39836212965302514] User Vector: [-0.6582343855269708, -0.14009046237893139] Predicted: -0.8440448511510757 Movie Vector: [1.8350215647454444, -0.6874490834788597] User Vector: [0.9941837966965552, 0.13504618862492548] Predicted: 1.7315113276611613 Movie Vector: [1.046378665205581, -0.4873382329052649] User Vector: [0.9699656022250661, 0.34872726643261376] Predicted: 0.8450031823624388 Movie Vector: [0.7555891467524438, 0.7674035487065478] User Vector: [-0.16080207448357517, -1.7146980779083534] Predicted: -1.4373656922022346 Movie Vector: [1.4603624394045127, -0.8159579200941164] User Vector: [1.515737157743014, -0.07083950190399307] Predicted: 2.271327665811736 Movie Vector: [0.23112674647240455, -0.3990869550701768] User Vector: [1.4743052645820653, 0.3892947044326463] Predicted: 0.18538894089302105 Movie Vector: [-0.15972444237968747, -0.19027340904363169] User Vector: [1.5128370681854906, -0.6113838597063815] Predicted: -0.12530696590666204 Movie Vector: [1.2658811111348016, -0.24772313469364657] User Vector: [0.3518561354466816, 0.21901653366201268]
avg loss: 14.267561511234447: 36%|████████████████ | 25074/70000 [00:40<01:20, 554.77it/s]
Predicted: 0.39115257343035226 Movie Vector: [1.1404409405761624, -0.4535204561829071] User Vector: [0.13575453646414684, -0.6982591943945897] Predicted: 0.4714948596283961 Movie Vector: [0.5954157904273498, 0.9648310585110756] User Vector: [0.9228033356013188, 0.1082552908802865] Predicted: 0.6538997443655054 Movie Vector: [-0.7005600224739812, 0.4927387610592413] User Vector: [-0.0463377552626649, 0.0346433106161744] Predicted: 0.0495324808202106 Movie Vector: [2.2245355624822354, 0.07919047593450959] User Vector: [0.1943282581005073, 0.23224730014860115] Predicted: 0.45068189517307766 Movie Vector: [0.21598125291252118, 1.0988910183455884] User Vector: [-0.5317836538532696, -0.08374223393412081] Predicted: -0.20687888856402817 Movie Vector: [-0.07251453316842299, -0.4121993394729943] User Vector: [0.5917966989635497, -0.7204219170325618] Predicted: 0.25404357698673474 Movie Vector: [0.8911106969156962, -0.1680107171085311] User Vector: [-0.012608512926034626, 0.590769456772359] Predicted: -0.11049118081873069 Movie Vector: [0.7230663365879813, 1.0881636448631091] User Vector: [0.7361012115237633, -0.5793720731212799] Predicted: -0.09820162044508551 Movie Vector: [-0.11578417148285529, -0.7819964397928652] User Vector: [1.661480152267767, -0.677690498318708] Predicted: 0.3375784541011506 Movie Vector: [1.0860013554953187, 1.3649218541983583] User Vector: [0.6222967799246131, 0.9690479657115154] Predicted: 1.9984898926846106 Movie Vector: [1.1817416687939204, -0.3665177009197592] User Vector: [0.9205983500079742, 0.5563840621034983] Predicted: 0.8839848231567824 Movie Vector: [0.719064948882713, -0.514842249467064] User Vector: [0.16450180460346667, 1.4084828386586397] Predicted: -0.606858991272464 Movie Vector: [1.3741370856894826, 0.22253046144350572] User Vector: [0.7269602571172742, -0.5001201030489147] Predicted: 0.8876510918185595 Movie Vector: [1.9642952571133219, 0.03387666459191001] User Vector: [0.4963970881871187, -0.8540291519144849] Predicted: 0.9461387868397002 Movie Vector: [0.6300980405765714, 0.015373838942367879] User Vector: [0.2916825104197211, -0.9765604636205959] Predicted: 0.16877509500073448 Movie Vector: [-0.4702885228380964, -1.455445773682815] User Vector: [1.4931784963412562, 0.356706262332941] Predicted: -1.2213913313366118 Movie Vector: [-0.15025403681301053, -0.17960857258994967] User Vector: [0.9546151256208908, -0.538530947383537] Predicted: -0.04671000147222763 Movie Vector: [-0.5014971669422756, 0.8295164362414488] User Vector: [0.386743720606528, 0.10417205983726155] Predicted: -0.10753844438475262 Movie Vector: [-0.15943801100409977, 0.2921555310094194] User Vector: [0.14820119668234935, 1.2152652484056707] Predicted: 0.33141755993779154 Movie Vector: [1.7412243675584917, 0.38647754667012535] User Vector: [-0.02292959857722021, 0.24725009615439825] Predicted: 0.055631034794714075 Movie Vector: [1.255985656584627, -0.3665419968964538] User Vector: [-0.5654025728034652, -0.18927810911450282] Predicted: -0.6407591455535828 Movie Vector: [1.5300049948484507, -0.6491066293081467] User Vector: [0.4708192355561626, -0.4132456401194065] Predicted: 0.9885962666058534 Movie Vector: [-0.09736774446796419, 0.5010095028542918] User Vector: [0.6539305782387688, -0.6852104244779125] Predicted: -0.40696867955999766 Movie Vector: [-0.14814750048711423, -1.3590525519798655] User Vector: [0.2874262074990266, 0.04323476079613936] Predicted: -0.10133978620970367 Movie Vector: [1.3995843006264623, 0.22046334897954167] User Vector: [1.636208115623816, -0.37405766143597513] Predicted: 2.2075451864330695 Movie Vector: [1.0946239904877992, -1.0896838339370998] User Vector: [0.927300837250544, -0.4188734353012079] Predicted: 1.4714853537672916 Movie Vector: [0.3515148251648661, -0.36729812365398995] User Vector: [0.6093048346999066, -0.47199833750966486] Predicted: 0.3875437861767479 Movie Vector: [0.01720288384874067, -0.27720880189734637] User Vector: [0.6977882062439446, -0.24503768199268933] Predicted: 0.07993057170793205 Movie Vector: [1.566453654930848, -0.022027737149262788] User Vector: [0.6069580073500996, -0.5079039462953829] Predicted: 0.9619595636291761 Movie Vector: [-0.4368553438940365, 0.6517602227073209] User Vector: [-0.37929155003006587, -0.4643368926558088] Predicted: -0.13694077604408872 Movie Vector: [0.1604325947945709, -0.8417127393671083] User Vector: [-0.7078705353805889, 0.05549896699802667] Predicted: -0.16027969431368375 Movie Vector: [-0.03617247354183667, -0.09421576767854022] User Vector: [1.4945777177501507, -0.6599192360596111] Predicted: 0.0081122244796561 Movie Vector: [0.7964922125030356, 0.36558851774832885] User Vector: [-0.8126885301773474, 1.556329216553844] Predicted: -0.0783239940684578 Movie Vector: [0.537713090513979, -0.4215367565172459] User Vector: [0.7588004838666957, 0.13944132360017764] Predicted: 0.34923730998857305 Movie Vector: [0.5462658211708983, 0.3429440494463081] User Vector: [0.46118142045848676, 0.08197059217637268] Predicted: 0.2800389741719937 Movie Vector: [-0.009886211789389091, -0.36166546231709584] User Vector: [0.10505033778327927, -0.11651457090474843] Predicted: 0.04110074626507153 Movie Vector: [1.0508412726027263, -0.653348117212509] User Vector: [0.585506001177657, 0.20563222258418698] Predicted: 0.4809244459304604 Movie Vector: [-0.26738895638829674, -0.5420522235647375] User Vector: [0.6674833250052594, 0.534770937936685] Predicted: -0.4683514456861269 Movie Vector: [1.5547546014946918, 0.5995518835079499] User Vector: [0.7276066596973053, -0.309470889343353] Predicted: 0.94570594764588 Movie Vector: [0.45056374179495634, -0.4440264233802865] User Vector: [0.5808598964603809, 0.07159828366046417] Predicted: 0.22992287859389707 Movie Vector: [1.1922481310141486, 0.7018227483578476] User Vector: [0.7274245982761673, -1.0496731197920812] Predicted: 0.13058614393864365 Movie Vector: [0.5332757611344514, 1.1919775633404257] User Vector: [0.562519660142786, -0.15789774548534097] Predicted: 0.11176752999517373 Movie Vector: [-0.45429062084166894, 0.04298199167435353] User Vector: [0.39027255899431645, 0.10201424023046074] Predicted: -0.17291238789874375 Movie Vector: [0.5114328698017621, -0.7696962941452639] User Vector: [1.0538931864628573, -0.590322609473581] Predicted: 0.9933647416791997 Movie Vector: [0.6485172015854874, 0.554229185075788] User Vector: [-0.07741511870762029, 0.4318642272142389] Predicted: 0.18914672256765835 Movie Vector: [-0.14752746375761278, 0.003386186174383188] User Vector: [1.3214474051768181, -0.20446094386211144] Predicted: -0.1956421269961217 Movie Vector: [2.4270021751216984, 0.5221976570128286] User Vector: [-0.03878401073101737, -1.044916309107815] Predicted: -0.639781726794716 Movie Vector: [0.987962634876299, 0.23380717409471538] User Vector: [1.1745754511676991, -0.22063441883569443] Predicted: 1.108850747620654 Movie Vector: [1.3371068063887088, -0.809462330329297] User Vector: [0.5645128756474339, 0.22834359343632543] Predicted: 0.5699784710635131 Movie Vector: [1.071172592798133, -0.8451194621887105] User Vector: [-1.8084899632949576, -0.9319331488664069] Predicted: -1.149610041466251 Movie Vector: [0.23590166286776856, 0.43509662276396077] User Vector: [1.3068711170326384, -0.2041263754764667] Predicted: 0.2194783730749987 Movie Vector: [-0.19166813899603655, -0.6972418253701713] User Vector: [-0.5239762474199053, 0.09039802170672837] Predicted: 0.03740027055644839 Movie Vector: [0.6113279767329024, 0.36872426269965664] User Vector: [0.6401048494864245, 0.0715434302386441] Predicted: 0.4176938010992033 Movie Vector: [-0.11139469330638024, 0.2548167473164924] User Vector: [0.387823393924433, -0.7693543661412298] Predicted: -0.23924584513710162 Movie Vector: [1.5709849801123887, -0.5162196971051465] User Vector: [-0.08032103828920124, -1.2957150612972839] Predicted: 0.542690491738093 Movie Vector: [1.0984310956031997, 0.9256065443463417] User Vector: [0.0009835090383868983, 1.011759849410893] Predicted: 0.9375718548321628 Movie Vector: [-0.06978458840705101, 0.2278808894396294] User Vector: [1.0375152417863873, -0.1826143102688104] Predicted: -0.114016885562566 Movie Vector: [0.9925957127045922, -0.6810009089875384] User Vector: [0.43608802412379166, -0.09891548165098793] Predicted: 0.5002206360243554 Movie Vector: [2.6166246104497306, 0.9056227395496727] User Vector: [0.8584797877634117, -0.7772287259365297] Predicted: 1.5424433321960627 Movie Vector: [1.6128657536587248, -0.019102244413531103] User Vector: [1.0708200256147633, -1.1126648545671534] Predicted: 1.7483433436482978 Movie Vector: [-0.010576111666939225, -0.40838989271490767] User Vector: [-0.5424144800510564, -0.19024504161307146] Predicted: 0.08343078824469015 Movie Vector: [0.462802397095598, -0.3120456225292615] User Vector: [1.9010954980498158, 0.34778112296832603] Predicted: 0.7713079765845277 Movie Vector: [0.00472195132997618, -0.6610236399953753] User Vector: [-0.932492744818431, -1.2127379209882045] Predicted: 0.7972452495354582 Movie Vector: [0.48036761177109005, -1.1127043623721058] User Vector: [0.9401228438391146, 0.5936597361084022] Predicted: -0.2089632128660513 Movie Vector: [0.2395896567089383, -0.06527081452878444] User Vector: [1.1921520673534673, 0.04901388165682531] Predicted: 0.28242812858310995 Movie Vector: [0.2950073341145855, -0.04911053093983138] User Vector: [0.04491314214252044, 0.36587771866701024] Predicted: -0.004718742692616728 Movie Vector: [1.6709492093088956, 0.6623878022435458] User Vector: [2.2198066801701124, 0.1447025881962431] Predicted: 3.8050334464231157 Movie Vector: [-0.48302862693734044, 1.6284291586039985] User Vector: [0.4218636180855474, -0.5904502453801573] Predicted: -1.1652786004806146 Movie Vector: [-0.4208141465675469, -0.3682257440088834] User Vector: [1.3363879524270514, -0.1496855748535917] Predicted: -0.5072528735158799 Movie Vector: [1.069660531789915, 0.7856641182852299] User Vector: [0.16622794544603037, 0.3596192129709192] Predicted: 0.46034738440137135 Movie Vector: [-0.29662482399910406, -0.36246100250602153] User Vector: [0.445086056459784, -0.30970760865895985] Predicted: -0.019766642843569535 Movie Vector: [0.01328472062702317, -1.1789467140096241] User Vector: [0.24661037128363966, -1.38629854349275] Predicted: 1.6376482623733353 Movie Vector: [1.3736475031813233, -0.8119052102569873] User Vector: [0.6664472708487083, -0.5317065150200413] Predicted: 1.3471589194756919 Movie Vector: [0.9132006401220958, -1.9020345070538203] User Vector: [0.4211101073250115, 2.349344750509427] Predicted: -4.083976764863593 Movie Vector: [2.246828767081715, 0.10583372705247965] User Vector: [0.12218534741723307, 0.022147994001168257] Predicted: 0.2768735582447924 Movie Vector: [0.6418477433396392, 0.676272020958856] User Vector: [0.39266699105429304, -0.24762381958906515] Predicted: 0.08457136118111608 Movie Vector: [-0.12967259924086658, -0.8358082361834812] User Vector: [1.5412378875664632, 1.2319724738307272] Predicted: -1.229549063308306 Movie Vector: [0.5865705461863092, -0.8217288771882685] User Vector: [-0.22193637605062785, -0.6786845904515411] Predicted: 0.4275133851580978 Movie Vector: [-0.4837501631763108, -0.7767979107212264] User Vector: [0.5401575227358026, -0.07032835133294071] Predicted: -0.20667037338445962 Movie Vector: [1.229048068858075, -0.02995857760859459] User Vector: [1.2026698811969792, -0.728913420180275] Predicted: 1.4999763042273346 Movie Vector: [2.4386968914466434, 0.2739853237723909] User Vector: [0.9033658459116729, -1.026680373471297] Predicted: 1.9217401257275717 Movie Vector: [0.1739200250603279, -0.4837652197215238] User Vector: [0.9123161535769837, 0.0416311481072009] Predicted: 0.1385303467817116 Movie Vector: [1.6762946448940728, -0.20778326141511672] User Vector: [1.024217523309404, -0.3488993193293837] Predicted: 1.7893857880059976 Movie Vector: [0.31362521065639404, 0.051585976282094534] User Vector: [0.02488045504931118, -0.37381731879778257] Predicted: -0.011480593385271423 Movie Vector: [0.4998038727086349, -0.24992001804929453] User Vector: [-0.013674001563638016, -0.10124186122322963] Predicted: 0.018468048847323514 Movie Vector: [-0.6961017172647648, 0.5992929230648838] User Vector: [-0.5607163962975441, 0.10064396786688054] Predicted: 0.45063086405302194 Movie Vector: [2.1687558501928716, 0.13033368900867934] User Vector: [0.13526733707185307, -0.6214902764964018] Predicted: 0.21236070819579228 Movie Vector: [-0.14863792734530126, -0.42834516810490875] User Vector: [0.9425375640255677, -0.042430864078470486] Predicted: -0.12192177435532058 Movie Vector: [1.5920554452452604, -0.908825479766873] User Vector: [0.06172456966326241, -0.9175204587211154] Predicted: 0.9321349083309565 Movie Vector: [-0.3061053056612798, 0.09372008532692083] User Vector: [-0.159311480143871, 0.5964026408891014] Predicted: 0.10466099571811804 Movie Vector: [1.2603924940297104, 0.6298071827805783] User Vector: [1.9526814849618843, -0.6330051868220444] Predicted: 2.0624738734788624 Movie Vector: [-0.9842540592501711, -0.5622904464331285] User Vector: [0.655187714761944, 0.4936910816312353] Predicted: -0.922468946515768 Movie Vector: [1.613960300247096, -0.6339993530991608] User Vector: [0.030004761331207018, -0.39001239637155327] Predicted: 0.2956941006071756 Movie Vector: [0.7995239978259472, -0.03049232024626796] User Vector: [1.2126973029684294, -0.025463834350181555] Predicted: 0.9703570472137663 Movie Vector: [0.24339294501034658, -0.3957547116156204] User Vector: [0.07152644507942861, 0.3614473425842703] Predicted: -0.1256354567146673 Movie Vector: [0.31274535034280154, -0.7455366875482557] User Vector: [0.04746333980144252, 0.7415880447963449] Predicted: -0.538037155608213 Movie Vector: [0.06315971761733788, -0.3475165018823834] User Vector: [0.526551390301336, 0.21535533636337167] Predicted: -0.041582696032253924 Movie Vector: [0.24738286404674217, -0.5766138730872792] User Vector: [1.1155380987363233, -0.3602188609471459] Predicted: 0.4836722023884709 Movie Vector: [-0.3743401300953832, -0.12775312243145762] User Vector: [-0.7300877256796081, 0.08268215337135615] Predicted: 0.2627382309493995 Movie Vector: [-1.1464044876858173, 0.10961375786483084] User Vector: [-0.48543803649672856, 1.4823179240683033] Predicted: 0.7189907815407629 Movie Vector: [1.8507223828020563, -0.32040224663000283] User Vector: [-0.6850550011569987, -0.06420317854198918] Predicted: -1.2472757814461055 Movie Vector: [1.0711015281662768, 0.08673365529837396] User Vector: [0.7513912506693596, 0.7075932335224644] Predicted: 0.8661884644505203 Movie Vector: [0.5881353641843874, 0.32182441773589077] User Vector: [-0.34539381539252295, 0.5351168324737829] Predicted: -0.030924654371367155 Movie Vector: [0.8139955321307437, -0.8843770052544189] User Vector: [0.5049182563352874, -0.5992757114273238] Predicted: 0.9409868637419776 Movie Vector: [0.23820165236936425, -0.0503551566002315] User Vector: [0.2934227478724043, 0.728059404952994] Predicted: 0.03323223803528669 Movie Vector: [1.6494319885587378, -0.09146420984795879] User Vector: [1.4473833991238294, 1.8812025907071976] Predicted: 2.2152977697007565 Movie Vector: [1.4994006607647103, 0.0009038493173460557] User Vector: [0.6072527397268757, -0.025286419624838595] Predicted: 0.910492304084542 Movie Vector: [1.7361226097569498, 0.4414898532632677] User Vector: [0.8094981244465222, -0.16574892368575905] Predicted: 1.332211528410882 Movie Vector: [0.29911442337726785, -0.6721375988413832] User Vector: [1.4250042446598576, 0.1457210443971862] Predicted: 0.32829473006980914 Movie Vector: [-0.21777187232462236, 0.4677255675025045] User Vector: [1.3771868657185655, 0.45668342692467173] Predicted: -0.08631004726107966 Movie Vector: [0.3623064195466904, -1.6486568288473251] User Vector: [0.4770290534968877, -0.8633078679824612] Predicted: 1.5961291003391136 Movie Vector: [1.7356235279559227, -0.7820125893769365] User Vector: [0.8304303545456659, -0.628630012306807] Predicted: 1.9329110453623382 Movie Vector: [-0.5685960622551117, -1.0032004946822495] User Vector: [-0.46053434085641787, -0.8641437337979085] Predicted: 1.1287674339668405 Movie Vector: [0.8692695817989082, 0.4026959661277098] User Vector: [-0.8592034764684476, -0.31619934099972324] Predicted: -0.8742116457827243 Movie Vector: [0.3392027555513029, -0.24004907697435895] User Vector: [-0.8928740134015714, -0.5090491080404479] Predicted: -0.18066855718623373 Movie Vector: [-0.6198372396565675, 0.8613590728227183] User Vector: [0.16409112061936298, -1.3760279683192005] Predicted: -1.2869639622264142 Movie Vector: [-0.03867395476544851, 0.6388557563369925] User Vector: [0.8748165424262239, -1.1010827652061035] Predicted: -0.7372656781452303 Movie Vector: [1.3337498997603736, 0.6347185436894063] User Vector: [1.2313108517056395, 0.5381542763835161] Predicted: 1.9838372236226285 Movie Vector: [0.4427808160827864, -0.0794407679036826] User Vector: [1.2511301568372257, -0.25068838468339694] Predicted: 0.5738913096539542 Movie Vector: [-1.2294719199207407, -0.8823267808159783] User Vector: [0.26008406179013704, -0.2075923728381791] Predicted: -0.13660174074164344 Movie Vector: [0.8893458568440111, -0.08531947377509382] User Vector: [1.7358701632416669, -0.18378863881157836] Predicted: 1.5594696876473584 Movie Vector: [0.6282260910448194, -0.4049035929052137] User Vector: [1.9219997104558377, 0.17314247952617723] Predicted: 1.137344353044279 Movie Vector: [-1.196232476316608, 0.261766896091753] User Vector: [-0.06904629943814873, -0.07832224189135772] Predicted: 0.06209325560254649 Movie Vector: [0.36067982330789927, -0.07019218789898783] User Vector: [1.043995865216731, -0.1742271306642537] Predicted: 0.38877762769323476
avg loss: 14.259310345451349: 36%|████████████████▏ | 25197/70000 [00:40<01:16, 582.07it/s]
Movie Vector: [1.7828269804533516, 0.20972969217682963] User Vector: [1.0818075065314046, -0.15754332999569118] Predicted: 1.8956340961966445 Movie Vector: [1.0156572457828685, 0.1882819867987958] User Vector: [0.4758148535544483, -0.6434628123277318] Predicted: 0.3621123469274839 Movie Vector: [0.7744472008527487, -0.8745709349831565] User Vector: [1.0791739782257348, 0.7837041043446029] Predicted: 0.15035843538324878 Movie Vector: [0.08447181917455651, 0.1716863988605314] User Vector: [-1.2269630377249956, 0.6512632540375008] Predicted: 0.00816924293931956 Movie Vector: [0.43571458393044415, 0.04982983341665498] User Vector: [1.1057930349900946, 0.6971208305255351] Predicted: 0.5165475670102597 Movie Vector: [1.0658038519860982, -0.15185196828427225] User Vector: [0.031221456003967224, -0.3718349252223647] Predicted: 0.08973981334549402 Movie Vector: [0.17492461685142244, 0.3647102094231259] User Vector: [1.6601277336563791, -0.10166463448267321] Predicted: 0.2533190776011611 Movie Vector: [0.42723802383538634, 1.2879931278856553] User Vector: [-0.7328985675445285, 0.47298086638914105] Predicted: 0.2960739698611072 Movie Vector: [0.8522143417243593, -0.0077236904860420175] User Vector: [2.0311976580721014, 0.10276233779381792] Predicted: 1.7302220705952345 Movie Vector: [1.2428335256553926, -0.4935572027445932] User Vector: [-0.618988064455225, 1.2109649465403534] Predicted: -1.3669795901217072 Movie Vector: [0.6933634099453728, 0.6437851900710904] User Vector: [-1.5075973257542146, 0.2853699518618931] Predicted: -0.8615958739094804 Movie Vector: [-0.5528161587962004, -0.3810078606646152] User Vector: [0.9216559448412224, -0.10260756890456771] Predicted: -0.47041200884248086 Movie Vector: [-0.20515249988843443, -0.36688902122590444] User Vector: [0.32080509384869493, -0.24442141649078608] Predicted: 0.023861567282950066 Movie Vector: [2.084706107756559, 0.3135359543190874] User Vector: [0.6346212312266314, -0.585853431052077] Predicted: 1.1393126422541213 Movie Vector: [0.2518073679339038, -0.21992406454798413] User Vector: [0.47887947500281075, 0.09308137791021653] Predicted: 0.10011454519428568 Movie Vector: [-0.6358411904073976, -1.408844221640759] User Vector: [-0.7163882246420543, 0.6520045480713662] Predicted: -0.46306369848359274 Movie Vector: [0.31429867102135794, -0.20777742452180414] User Vector: [0.3317641119913035, -0.20162987122078474] Predicted: 0.14616715484036535 Movie Vector: [0.8607790316446321, -0.9399032505475343] User Vector: [1.4667584329780856, 1.373664767617371] Predicted: -0.028557076650715718 Movie Vector: [1.0961380449746783, 0.8429458372367714] User Vector: [0.7626776018400355, 0.773948074250589] Predicted: 1.4883962428538622 Movie Vector: [0.2951822759865915, -0.036259717574905447] User Vector: [1.4796326317114734, -0.7590382796385636] Predicted: 0.46428384150085933 Movie Vector: [0.13522944949639, -0.31804055397623676] User Vector: [0.7316838300924638, 0.19668935030481505] Predicted: 0.03639001161664457 Movie Vector: [0.7045358721366325, -0.28372596985557635] User Vector: [0.7153638398469073, -0.5737098916084218] Predicted: 0.6667758822138882 Movie Vector: [0.8407386289493392, -0.28256795395501333] User Vector: [0.17080094927878414, -0.39172171841269254] Predicted: 0.254286960411507 Movie Vector: [1.0986108901691354, 1.1105656203242331] User Vector: [1.2133344642559076, 0.6321987963313427] Predicted: 2.0350807042650247 Movie Vector: [-0.21611343026627172, -0.4184838566505177] User Vector: [1.6811562533712174, -0.13245782816883273] Predicted: -0.30788898195400255 Movie Vector: [2.3279478796396043, -0.4952898813772336] User Vector: [0.24532923875193902, -0.18011001778127012] Predicted: 0.6603203505079114 Movie Vector: [0.6839148754063236, 0.5811783683977647] User Vector: [0.5797551962008503, 0.15930063715544962] Predicted: 0.48908528716260175 Movie Vector: [-0.12830298330486578, 0.5474660009520242] User Vector: [-0.22719517513985105, -0.043715139064400034] Predicted: 0.005217266398265662 Movie Vector: [0.6381703423922193, -1.9205623373848697] User Vector: [1.0025925333215673, -0.49382533179832194] Predicted: 1.588247153768151 Movie Vector: [0.2747864433828149, -0.43085467717880416] User Vector: [1.6858947112182894, -0.7610262092971325] Predicted: 0.7911527133448966 Movie Vector: [0.792568330555365, 1.0334598708432428] User Vector: [1.1739857227878452, -0.9936932589858856] Predicted: -0.09647820268355833 Movie Vector: [0.964534633369022, 0.626959689780665] User Vector: [-0.9912659957980521, -0.6383349486853547] Predicted: -1.3563206652321793 Movie Vector: [0.5707047310805008, -1.103015607449696] User Vector: [1.7100777502235431, -0.4031505736594891] Predicted: 1.4206308374667898 Movie Vector: [0.2566720867164066, -0.32865071286207725] User Vector: [0.9597944202483283, 1.0998816549014714] Predicted: -0.11512445328338769 Movie Vector: [-0.008821695997805717, -0.06465341239293791] User Vector: [0.1240367867362637, 0.4063179077675314] Predicted: -0.0273640540786619 Movie Vector: [-0.6488236614696108, -1.1537390560627874] User Vector: [-0.24659050674559163, -0.2823189895695443] Predicted: 0.4857162000048875 Movie Vector: [0.004101289683830533, -0.3771794317775646] User Vector: [0.7740696652996804, -1.0222152708056194] Predicted: 0.38873325892967253 Movie Vector: [-0.3834345072652977, 0.4760891523275977] User Vector: [0.8527448723313641, -0.6290350613023415] Predicted: -0.6264485790651559 Movie Vector: [1.4532065445963076, -0.8753791901192284] User Vector: [0.5994891572103959, 0.2604958231844872] Predicted: 0.6431489439439939 Movie Vector: [0.757421534245513, 0.2564385994529403] User Vector: [0.9946479570828404, 0.21559903825195514] Predicted: 0.8086556971005824 Movie Vector: [0.2410101754705065, 1.1271744245083983] User Vector: [1.6392615834418813, -0.21358301795239998] Predicted: 0.15433340652212477 Movie Vector: [-0.04941005919117619, -0.07290013523046407] User Vector: [-1.6367234269912947, -0.5432119337093003] Predicted: 0.12047082483343449 Movie Vector: [-0.8498943310286434, 0.5971704860143515] User Vector: [0.5325250460183766, -1.1158395431282886] Predicted: -1.1189364600257377 Movie Vector: [0.14445238257154222, 0.9746366641586813] User Vector: [0.5954791939486553, 0.17266260321932594] Predicted: 0.2543016919643026 Movie Vector: [-0.050134414862149534, -1.0464199766182192] User Vector: [1.989162694275523, 0.28840160539642185] Predicted: -0.4015147089187008 Movie Vector: [0.997810576913272, 1.2575436306007153] User Vector: [-0.3596948448059696, -0.4195369450132347] Predicted: -0.8864933336116502 Movie Vector: [1.3281679010609393, -0.9937722065341963] User Vector: [1.0431347791979508, -0.6158365023759171] Predicted: 1.9974593300414258 Movie Vector: [0.8606751387839042, -1.2100086316204495] User Vector: [-0.36187610094117756, 1.0576816520449908] Predicted: -1.5912616918811417 Movie Vector: [-0.8077892773053971, -0.4126994954237752] User Vector: [1.2497423942159527, -0.026876663469686743] Predicted: -0.9984365199890066 Movie Vector: [1.0519657838680234, 0.13195877867163464] User Vector: [1.0539163661927757, -0.17615776726647966] Predicted: 1.0854383924713153 Movie Vector: [0.42018069600834623, 0.17961386987450348] User Vector: [0.5141957000853488, -0.31333355688861186] Predicted: 0.15977605443205423 Movie Vector: [-1.0551592480595497, -0.3729613488220504] User Vector: [0.9344311064889076, -0.288570525009735] Predicted: -0.8783479714483708 Movie Vector: [-0.22667376790898994, -0.5671589950081278] User Vector: [0.7575671483537286, -0.5958003441059104] Predicted: 0.16619292442719646 Movie Vector: [-0.9132541773588938, 1.5244595395978695] User Vector: [1.8335415617223538, -0.19315875310077255] Predicted: -1.968952194425392 Movie Vector: [0.6430427896258766, -0.26229123717177555] User Vector: [1.8539634432265866, -0.05640119474881705] Predicted: 1.2069713635454533 Movie Vector: [1.638224010839478, -0.8078096423374417] User Vector: [0.8770304255452099, -0.7811719062929929] Predicted: 2.0678104995915283 Movie Vector: [1.9275227761315725, 0.5013959292230282] User Vector: [-0.39720011072663736, -0.053254681342162255] Predicted: -0.7923139405446057 Movie Vector: [1.3230218910366291, -0.2121552582689404] User Vector: [0.554138527200398, -0.38536342075270225] Predicted: 0.814894278210115 Movie Vector: [0.8562212716447306, 1.5710588178621883] User Vector: [0.8683124744559866, -0.9936419490911346] Predicted: -0.8176023348537109 Movie Vector: [0.15640280346210028, -0.31052077620765434] User Vector: [1.725948428792362, 0.2372902261756386] Predicted: 0.19625962767558347 Movie Vector: [0.6356736717220177, -0.11809062230364956] User Vector: [1.8421234210098005, 0.21585822549417388] Predicted: 1.1454985266204556 Movie Vector: [-0.6027880324736329, -0.3174250110478174] User Vector: [2.067605424313324, 0.7172574239299194] Predicted: -1.4740032513687231 Movie Vector: [0.7947484436988987, 1.5121209636565933] User Vector: [-0.2182276597482336, -0.2771758431710681] Predicted: -0.5925594960351257 Movie Vector: [1.3522555239123544, -0.2634638649500337] User Vector: [0.6045357524883513, 0.6208364326240238] Predicted: 0.6539188446639684 Movie Vector: [-1.107513287957114, 1.4416768473884964] User Vector: [-0.2444859552980462, 0.030064238645430057] Predicted: 0.31411436100095413 Movie Vector: [1.5648937688717588, -0.47907321273211756] User Vector: [-1.5213011576350484, -1.103112497713117] Predicted: -1.8522030538761067 Movie Vector: [-0.30044643349055294, 0.705805499428826] User Vector: [1.1459726234756282, 0.5377599285886071] Predicted: 0.03525052736922679 Movie Vector: [-0.4969191849542869, 0.32505110244074753] User Vector: [-0.07152763736754938, -0.10833261999389787] Predicted: 0.0003298177030773633 Movie Vector: [0.30625381243198113, 0.15749113851336916] User Vector: [0.9379935089880643, 0.7300815732785343] Predicted: 0.4022454663473146 Movie Vector: [-0.5183315277099609, -1.0503482818603516] User Vector: [0.007301135390376592, -0.08862432132818593] Predicted: 0.08930199497718865 Movie Vector: [0.46956815006549235, -1.0833388110251465] User Vector: [0.20471301945946868, 0.22572180322581298] Predicted: -0.14840647608720048 Movie Vector: [0.8588662963638005, 0.8924210681574476] User Vector: [2.1882935950440174, -0.2614566953085933] Predicted: 1.6461221520278704 Movie Vector: [-0.12791153233422337, -0.05231350623562862] User Vector: [0.31251340331914224, -0.4393505495491536] Predicted: -0.01699010058006814 Movie Vector: [0.3435545444262012, 0.715052560072668] User Vector: [0.6877875425530985, -0.6041674307435775] Predicted: -0.19571893222187522 Movie Vector: [-0.17676533575175157, -0.5711293228851889] User Vector: [-0.13581899453471258, -0.17282208817177705] Predicted: 0.12271185236754523 Movie Vector: [1.1149621583330593, 0.05398811633602105] User Vector: [1.2342429215659951, -1.1146003808774776] Predicted: 1.3159589767055362 Movie Vector: [1.5726203354152657, -0.6865108013586729] User Vector: [0.42773679096053163, -0.11616960548905678] Predicted: 0.7524192646276139 Movie Vector: [2.5231811959672314, 0.1779684356974116] User Vector: [0.032263125894884226, 0.16242536654268777] Predicted: 0.11031230098227617 Movie Vector: [-0.6432799851893836, 1.6078069144936504] User Vector: [1.6531229605860582, 0.5683038654633703] Predicted: -0.1496980291765534 Movie Vector: [-0.05356788635253906, -1.6735553741455078] User Vector: [0.2956340843054207, 0.16290337653292822] Predicted: -0.28846431429314096 Movie Vector: [1.2640362968717866, -0.08063537527244424] User Vector: [0.8033029190807782, -0.42531856909071414] Predicted: 1.0496997695301322 Movie Vector: [1.137393677013896, -0.6378843552110094] User Vector: [-0.2908031489283541, -0.3609379658603333] Predicted: -0.10052098122284825 Movie Vector: [-0.1821271934875413, -0.5779519875172875] User Vector: [0.39570097214968275, -0.662900828256692] Predicted: 0.3110569436998977 Movie Vector: [1.721366110388083, -0.13184250958689397] User Vector: [2.0305229490363192, -0.42612916450739424] Predicted: 3.55145532929321 Movie Vector: [0.45538390217908065, -0.08930638674239098] User Vector: [-0.4457415861735253, -0.3947753659786489] Predicted: -0.16772758136473473 Movie Vector: [0.028403373679599227, -1.2639348943414739] User Vector: [0.44479050585429186, -0.6430210574766716] Predicted: 0.8253703032880372 Movie Vector: [1.143561066100465, -0.6207845274693841] User Vector: [0.9711208150900181, -0.4360240045719784] Predicted: 1.3812129102602178 Movie Vector: [-0.09403124185413186, -0.37213087162402253] User Vector: [1.1915956011712365, -0.3818184924219177] Predicted: 0.030039234221086272 Movie Vector: [0.287552028355378, 0.728465872045298] User Vector: [1.534821448686934, -0.4050861434109347] Predicted: 0.14624959001995447 Movie Vector: [1.1604431524106342, -0.6008646216739587] User Vector: [0.4116026757022891, -0.931396659760025] Predicted: 1.0372848081277126 Movie Vector: [1.3423355931808696, 0.17086029229723285] User Vector: [0.6860357962988861, 0.5040059660113398] Predicted: 1.0070048742404223 Movie Vector: [0.4165780884100001, -0.408163241442912] User Vector: [2.0651604893763094, 0.37857405443277437] Predicted: 0.7057805957407768 Movie Vector: [1.6599347970583376, 0.21586824693677364] User Vector: [1.6730557377584587, -0.08540992520081317] Predicted: 2.758726145699274 Movie Vector: [0.38682494097775244, -0.04649777256369014] User Vector: [-1.2117891634601317, 0.6821036911768215] Predicted: -0.5004665739301388 Movie Vector: [0.6201646842587378, 0.6025517062486764] User Vector: [0.5182228855905596, -0.8924273891614478] Predicted: -0.21635011382436048 Movie Vector: [1.018138599867896, -0.8036560557619995] User Vector: [2.3179175641025163, -0.12676848898853324] Predicted: 2.4618396071799733 Movie Vector: [-0.5988834399500838, -1.506157094602629] User Vector: [1.8790492404070958, -0.5776412072551956] Predicted: -0.25531307048835294 Movie Vector: [0.7426985665995289, 0.7082239854017542] User Vector: [0.2160109052893326, -0.6986571051218053] Predicted: -0.3343747296903634 Movie Vector: [0.11813281431727632, -0.285086015382542] User Vector: [-0.8883733606667927, 1.831900329740386] Predicted: -0.6271952108437165 Movie Vector: [1.174006623283314, -0.031817198696071414] User Vector: [0.6575613087012582, -0.21649707187934364] Predicted: 0.7788696619832237 Movie Vector: [2.375857143357277, -0.5304627714248102] User Vector: [0.5649796183755889, 0.6186507964451816] Predicted: 1.014139646142434 Movie Vector: [-0.6777952571123416, -1.7873139625370231] User Vector: [0.12243801857517295, 0.3946006804605135] Predicted: -0.788263214094171 Movie Vector: [0.6043905358535017, -0.7768718189193081] User Vector: [0.4904039763598157, -1.2029761213738988] Predicted: 1.230953769585032 Movie Vector: [1.1436695542419153, -0.4701269669926245] User Vector: [1.2656005418684273, -0.6363228385625119] Predicted: 1.746581333688522 Movie Vector: [0.8553827983354105, 1.039697023102633] User Vector: [1.008898742324617, 1.1040724606703074] Predicted: 2.0108954800952246 Movie Vector: [0.6808123001994303, 0.3333409531646745] User Vector: [0.8539772409035368, 0.8645030182428373] Predicted: 0.8695724698123053 Movie Vector: [-0.8920770436756217, -0.4233243097851588] User Vector: [1.1282728099141413, -0.8693334971780471] Predicted: -0.6384962700617787 Movie Vector: [-0.33824071273006373, 0.36679999347279824] User Vector: [1.152676486599664, -0.7302986553605968] Predicted: -0.6577556583941163 Movie Vector: [0.08032798767089844, 1.3323116302490234] User Vector: [0.6056237285223887, 0.4292527438259414] Predicted: 0.6205469583135564 Movie Vector: [0.46647378722310684, 0.6323683119735651] User Vector: [0.45076925571597287, 0.7189126455925136] Predicted: 0.6648896180273586 Movie Vector: [0.8877750414690322, -0.6902754567501764] User Vector: [0.7772950412096018, 0.5712466720315343] Predicted: 0.2957455799899417 Movie Vector: [0.5544098388378846, 0.7726137672873437] User Vector: [0.22408910939457824, 0.04989808303724659] Predicted: 0.162789152940597 Movie Vector: [0.3737005427682638, -0.6174031660734162] User Vector: [0.728084322217975, 0.4342318654185412] Predicted: 0.003989377874547895 Movie Vector: [2.1092855789368836, 0.29084530544715176] User Vector: [1.2700344448594323, -0.17426233853627227] Predicted: 2.628181956215594 Movie Vector: [0.9321825956698574, 0.6603569738074581] User Vector: [0.5828362202983459, -0.771356581103008] Predicted: 0.033939083064471576 Movie Vector: [1.4493117476474158, 0.11779557839491059] User Vector: [0.8703289304250097, -0.8635059160348265] Predicted: 1.1596607643556274 Movie Vector: [0.05976449523209047, -0.8338200877364421] User Vector: [0.4475700127493627, -0.7667076234942176] Predicted: 0.6660450137831335 Movie Vector: [0.5508916332108768, -0.93083549986721] User Vector: [0.5678276160832578, 0.13413453159183264] Predicted: 0.18795429904260702 Movie Vector: [1.2237288618945807, -0.2536685198936466] User Vector: [-0.005080700464655613, -0.7001665052310589] Predicted: 0.17139280126382958 Movie Vector: [-0.6042766571044922, 1.0882282257080078] User Vector: [0.28770706058561113, -0.08475084413126721] Predicted: -0.26608292153225754 Movie Vector: [-0.16348852543545123, -0.014740681697863677] User Vector: [1.221923267650413, -0.4930186022905707] Predicted: -0.1925030029359433 Movie Vector: [1.3835660203650424, 0.9095092826905219] User Vector: [0.6999439004777004, -0.27683299162781605] Predicted: 0.716636421222231 Movie Vector: [0.671850035074664, 0.5135447866990186] User Vector: [1.0680466401297055, -0.11970501380651229] Predicted: 0.6560932868504512 Movie Vector: [0.5903209985181456, 1.7022309330705319] User Vector: [1.4002444656100257, -0.15630793082796474] Predicted: 0.560521516168807 Movie Vector: [0.6352414069372487, 0.6282888893316205] User Vector:
avg loss: 14.242628942649807: 36%|████████████████▎ | 25320/70000 [00:41<01:15, 591.91it/s]
[-0.5428506982760866, -0.20708933370552568] Predicted: -0.4749531687960392 Movie Vector: [1.5393380512896802, -0.48670903194017845] User Vector: [0.5924471554211199, 0.32546941124776985] Predicted: 0.7535675476435191 Movie Vector: [0.7152320029024491, -0.9146926510864127] User Vector: [1.3185949647098207, 0.4787624973753186] Predicted: 0.5051807796615073 Movie Vector: [-0.17061031861293816, 0.49161732641472544] User Vector: [-0.935348794947843, 0.14948440474237096] Predicted: 0.23306927932042037 Movie Vector: [1.2058955837139864, 1.1664655029385678] User Vector: [0.7186480546116917, 0.009750420580025357] Predicted: 0.8779880445466286 Movie Vector: [2.2577446666039154, -0.26358297307757605] User Vector: [1.8120805319012843, -0.3463541341326898] Predicted: 4.182508208769314 Movie Vector: [0.7826116378388048, -0.6022004451268241] User Vector: [0.8759716454767237, -0.7421147698455131] Predicted: 1.1324474489030503 Movie Vector: [1.3643497129113795, -0.11196211462637692] User Vector: [0.8548726491769021, -1.1788398460741245] Predicted: 1.2983306554525884 Movie Vector: [1.6889621195582218, -0.3355623769034886] User Vector: [-0.06420149944571168, 0.010656131834477202] Predicted: -0.11200969750961931 Movie Vector: [1.0784583387268925, 0.39361309965910557] User Vector: [0.7749042864615823, -0.21967722841759849] Predicted: 0.7492341546477337 Movie Vector: [2.0947217754497616, 0.7434990681880427] User Vector: [0.20122076080434362, -0.740631377302464] Predicted: -0.12915722956578218 Movie Vector: [-0.038593540177924796, -1.1725379615138194] User Vector: [0.3477158318987341, -0.6335475541920657] Predicted: 0.7294389727855464 Movie Vector: [0.734366451899367, 0.9811315460530498] User Vector: [0.9583242554896014, -0.6705548106908847] Predicted: 0.04585870514654322 Movie Vector: [-0.06378333441259153, -0.6073769062736006] User Vector: [-0.18900564185449148, 0.43442208781595026] Predicted: -0.2518025336542988 Movie Vector: [1.047913762462321, 0.13263605731218092] User Vector: [1.3345209391015005, 0.45839515967462185] Predicted: 1.4592625850488326 Movie Vector: [1.5185148735779437, 0.5461310654274866] User Vector: [0.9812283754185896, 1.4079732424898033] Predicted: 2.2589478094641997 Movie Vector: [1.716014030348275, 0.6794805459277998] User Vector: [1.8951364798252446, -0.35605059538864914] Predicted: 3.010151335872363 Movie Vector: [1.5213882691834053, 0.04628410660786389] User Vector: [1.7527196333966701, 0.18413890759484297] Predicted: 2.6750897942469076 Movie Vector: [0.7503290633393175, 0.2706807687505534] User Vector: [0.7690984277174701, -0.5280436556242356] Predicted: 0.43414564024677044 Movie Vector: [0.1414121928616135, 0.09164254623061416] User Vector: [0.7816225854058315, -0.4299210454562562] Predicted: 0.0711319045086635 Movie Vector: [0.2796023345948526, 0.015632907672312693] User Vector: [0.9833274246364057, 0.21375118532906703] Predicted: 0.2782821961445797 Movie Vector: [0.5503542730001554, 0.5959057311943461] User Vector: [1.976976614206981, 0.0340502251029865] Predicted: 1.1083282515375188 Movie Vector: [1.5584887190898062, -0.7178056571691032] User Vector: [0.6173992969444018, -0.3173543926621054] Predicted: 1.1900086178421518 Movie Vector: [-0.8255292306703925, 0.08711674597892803] User Vector: [0.7552125099971222, 1.4160185435416126] Predicted: -0.5000910746114141 Movie Vector: [-0.042069619753925126, 0.854788359030412] User Vector: [0.5159127414815196, 0.13084124021260826] Predicted: 0.09013731615450676 Movie Vector: [0.5967617244980746, 1.7114369459132586] User Vector: [0.8100485995108732, 0.7039534839706868] Predicted: 1.688177999843149 Movie Vector: [1.5739536972210277, 0.08326418138263567] User Vector: [1.1747970858299097, -0.44829901562562924] Predicted: 1.811748966175766 Movie Vector: [0.6645603902425332, -0.7481882355570912] User Vector: [0.6251882728526101, 1.4297397880688643] Predicted: -0.6542391267590272 Movie Vector: [0.852358016241894, -0.15094516367257266] User Vector: [0.08318250917506073, 0.6564390531723504] Predicted: -0.028185021815691144 Movie Vector: [0.1992188899864211, -0.04275430523023754] User Vector: [1.6637200392856033, 0.24562401174241721] Predicted: 0.32094297550473205 Movie Vector: [1.5470147115355533, 0.04897639407378444] User Vector: [0.9250434508366188, -0.639461033133216] Predicted: 1.3997373317003028 Movie Vector: [1.3346454628479953, 0.6351099567145634] User Vector: [0.18887261123843416, -0.8489875215749957] Predicted: -0.2871224544330705 Movie Vector: [1.367021057291179, -0.27589518480335523] User Vector: [1.2930288809468728, -0.031465222379794405] Predicted: 1.776278811283376 Movie Vector: [-1.2068547885279615, 0.6036034658790512] User Vector: [0.40909948631725873, -0.5933878511494319] Predicted: -0.8518946376106327 Movie Vector: [0.21424848907945723, -0.19450661865950647] User Vector: [0.9967022650911745, -0.19222841168651966] Predicted: 0.2509316527252893 Movie Vector: [-0.12824653356974358, -0.7532467520024789] User Vector: [1.355396854048676, 0.41762620016076835] Predicted: -0.4884005269653143 Movie Vector: [1.114856586381336, -1.0918517583115601] User Vector: [0.7376443820300252, -1.0869523691732845] Predicted: 2.009158553196131 Movie Vector: [1.2828846948441057, -0.8181351998633747] User Vector: [0.659915286973348, 0.19760387996071] Predicted: 0.6849285317263303 Movie Vector: [1.565329824393104, 0.22504901107572917] User Vector: [1.6801339045508348, 0.10367084316994005] Predicted: 2.65329473050024 Movie Vector: [2.261801443847326, 0.10854775751681842] User Vector: [1.2510357427170795, -0.22437146927898705] Predicted: 2.8052394293411145 Movie Vector: [0.46897052549102014, -0.27825501310827366] User Vector: [1.0821393670155772, -1.1974899488099668] Predicted: 0.8406990490069584 Movie Vector: [0.6738501929595014, -0.9017897325428715] User Vector: [1.7132079692626976, -0.8038523576054403] Predicted: 1.8793513232363912 Movie Vector: [0.9821042116896046, 0.5101796800421414] User Vector: [-0.3436966968136821, -1.0944799570725572] Predicted: -0.8959274077963362 Movie Vector: [1.1397439158332763, 0.40919226248786855] User Vector: [0.9457515105451827, -0.8150583313041988] Predicted: 0.7443989673880507 Movie Vector: [0.000726192203594947, -0.7511472670738412] User Vector: [1.5416840550100455, -0.10249431604694187] Predicted: 0.07810788433041786 Movie Vector: [-0.1578154439671588, -0.0247865964945654] User Vector: [-0.23619624181473828, -0.8849102894369419] Predicted: 0.05920932904352988 Movie Vector: [-1.1266817951277537, -0.12666629943142255] User Vector: [0.13144015795078426, -1.2477297470489523] Predicted: 0.009954076637330611 Movie Vector: [-0.12584408231296257, 0.39196912448891247] User Vector: [1.3193958409227144, -0.2629361564211126] Predicted: -0.26910101383732177 Movie Vector: [-0.5411009827454405, 1.0989143152279082] User Vector: [1.261353105907896, 0.03220870335429309] Predicted: -0.6471248000048143 Movie Vector: [-0.10579003914314979, 0.0879422600043066] User Vector: [1.8931343856347238, 0.5358682197379019] Predicted: -0.1531492984513048 Movie Vector: [-1.18105803169743, -0.9209694945040978] User Vector: [0.24952000894396067, -0.9828843566337285] Predicted: 0.6105088984524711 Movie Vector: [0.5729362912498267, 0.7767390657605011] User Vector: [0.8904572833141432, 0.9392303010033062] Predicted: 1.2397121599536636 Movie Vector: [1.4482933119383457, -0.7368871161336846] User Vector: [0.9552945659948123, -1.2614487536619086] Predicted: 2.3130920650976856 Movie Vector: [-0.8480071325119999, 0.880957652517652] User Vector: [0.6936433980929069, -1.2882906157442422] Predicted: -1.7231440256092136 Movie Vector: [1.7743348742650296, 0.1454388195772108] User Vector: [1.4071761364675581, 0.46759123979788364] Predicted: 2.564807611128763 Movie Vector: [0.6200866800080413, 0.7322038091778056] User Vector: [0.9436231486457528, 0.3169325165100528] Predicted: 0.8171873412634478 Movie Vector: [0.012581622997980553, -1.2657804787970617] User Vector: [-0.393940569182126, 0.66281306541504] Predicted: -0.8439322510190569 Movie Vector: [0.8173474812038852, 0.1098526757616004] User Vector: [0.9211951568033242, -0.9413157100118985] Predicted: 0.6495304916291773 Movie Vector: [-0.14755795559111268, 0.7775500553396526] User Vector: [-0.5200538092023118, -0.02406195724479454] Predicted: 0.05802870069599336 Movie Vector: [0.3085371932239431, 0.7475901513716182] User Vector: [0.641034235441772, -0.2648259599368761] Predicted: -0.00019837571268266352 Movie Vector: [-0.2406235231618209, -0.1758473745979575] User Vector: [0.6125395566511117, -1.1549081066359945] Predicted: 0.05569613225646727 Movie Vector: [-0.6985871920799284, 0.6023035566096351] User Vector: [1.1955530922667046, -0.28191856865743414] Predicted: -1.0049986342857429 Movie Vector: [0.8064725540457109, -0.678879424805513] User Vector: [0.6775749673015871, -0.023713529095509625] Predicted: 0.5625442414296183 Movie Vector: [0.08663121649055763, -0.8798439933163189] User Vector: [0.2577498681568485, -0.20073380210807149] Predicted: 0.19894361466904198 Movie Vector: [1.6904246719206826, 0.6636573496646883] User Vector: [1.042654386204124, -0.30865361147759973] Predicted: 1.5576884609681088 Movie Vector: [0.6180985766559342, -1.3197693153651227] User Vector: [1.8382117988667723, -0.026271673277611367] Predicted: 1.1708686447267858 Movie Vector: [0.7894035986504516, -0.10007669942874778] User Vector: [1.3689101093234042, -1.1080795965217451] Predicted: 1.1915155152531132 Movie Vector: [1.9664085580393618, -0.1764262431722097] User Vector: [-0.19259862813750855, 0.4002078700589121] Predicted: -0.4493347616386832 Movie Vector: [1.6552557293650045, -0.02584810527920514] User Vector: [-0.40148262866554274, 0.9140868014721132] Predicted: -0.6881838332179453 Movie Vector: [1.6367716205507268, 0.059293051787556346] User Vector: [-0.9789960610667106, 0.5663039853335831] Predicted: -1.5688150778550545 Movie Vector: [1.1441791713646547, -0.9500522184271762] User Vector: [-0.3246025408899245, -0.25129792137077794] Predicted: -0.1326573185738496 Movie Vector: [-0.017215050963760078, -0.5569082240734449] User Vector: [0.9083957730363219, -0.8972112067063744] Predicted: 0.4840262202175549 Movie Vector: [0.889536047979442, -0.3914688480830292] User Vector: [0.7708966066054691, 0.103402298541159] Predicted: 0.6452615421415465 Movie Vector: [0.9055546222569967, -0.27319294714099696] User Vector: [0.39142974067699154, -0.3752729977832004] Predicted: 0.45698294720573657 Movie Vector: [-1.2372604724354586, -0.3795224773443768] User Vector: [1.0382138348636747, -0.146264787135884] Predicted: -1.2290301654504006 Movie Vector: [2.0361051159151593, 0.19108968296593531] User Vector: [1.0686850369751506, 0.5007204431855385] Predicted: 2.2716375818299723 Movie Vector: [0.010337420311384807, -1.3808820979020435] User Vector: [0.6871188232711187, -0.06743050185272143] Predicted: 0.10021660894099128 Movie Vector: [0.020875643178380462, -0.2007076376367291] User Vector: [1.689620136273061, -0.040174259209436215] Predicted: 0.04333518773157455 Movie Vector: [-0.3814982540229058, -0.7901110793594829] User Vector: [0.26866951965224245, -0.3116359707088909] Predicted: 0.14373008052753866 Movie Vector: [-0.730791532413787, 0.7007580749596675] User Vector: [0.5140955489066125, -0.9844663352148383] Predicted: -1.065569407920319 Movie Vector: [2.352867040432908, -0.6916565565232022] User Vector: [0.9458207432527446, -0.9933631994785381] Predicted: 2.912456622885335 Movie Vector: [0.6979033582630112, 0.41739807852325156] User Vector: [0.12454688107307871, 0.4185318028876245] Predicted: 0.26161605688825224 Movie Vector: [2.527376562078595, 0.19908957196421986] User Vector: [1.081781569886867, -0.6534177418312385] Predicted: 2.6039807264856467 Movie Vector: [1.5275246879439779, 0.22262781702165368] User Vector: [0.4828074693194857, 0.43996233930067524] Predicted: 0.8354481840795185 Movie Vector: [1.2598840236492135, -1.8961531608827302] User Vector: [1.4261748874165636, -0.30785007739315395] Predicted: 2.3805458529128662 Movie Vector: [0.5099411024247338, 0.44297037868165684] User Vector: [0.5929128905483863, -1.3347390824015035] Predicted: -0.2888992237245216 Movie Vector: [1.6098330946208592, 0.4704249181636861] User Vector: [0.966628133998676, -0.10152383950615662] Predicted: 1.5083506164113283 Movie Vector: [0.40338418623907285, 0.9591768840007562] User Vector: [1.7314499877520226, 1.4373128573819611] Predicted: 2.077076812200855 Movie Vector: [1.7385696036216256, 0.13355436047613672] User Vector: [-0.1708770378935346, 0.12223799181141849] Predicted: -0.2807562072163387 Movie Vector: [0.2323059199054998, -0.21276032658510907] User Vector: [1.3031110856617594, -0.19021570418937556] Predicted: 0.3431907748386576 Movie Vector: [0.35573593427223593, 0.6265156972316043] User Vector: [1.0980996496585853, 0.9559617485718646] Predicted: 0.9895585462285571 Movie Vector: [1.087202717507666, 0.3911341600941104] User Vector: [0.7045638713970293, 1.3403756160640248] Predicted: 1.2902704464404 Movie Vector: [1.6051909759076575, 0.17345908870426016] User Vector: [0.5234419953291296, 0.8369777868996136] Predicted: 0.9854057714947324 Movie Vector: [-0.17749406231900716, 0.05203936324502844] User Vector: [0.36448690902147324, 0.3332400375920983] Predicted: -0.047352662780277534 Movie Vector: [0.3543646031126201, -0.5537284669919551] User Vector: [1.4298231970202817, -0.059073350953839344] Predicted: 0.539389325797057 Movie Vector: [0.3481187983977966, 0.9366120159067236] User Vector: [-0.6031112006989761, 1.493569273715487] Predicted: 1.1889405818634236 Movie Vector: [0.48778733506750227, -0.5341976475729209] User Vector: [0.711143470560973, 0.11439058295509431] Predicted: 0.28577959803648534 Movie Vector: [0.9048871799614677, 0.8618154650193536] User Vector: [0.7343737862267439, 0.5738283774744356] Predicted: 1.1590595944307758 Movie Vector: [0.3075096924395105, -0.6440662682105657] User Vector: [1.6577435811411807, -0.15750437264251507] Predicted: 0.6112154722950082 Movie Vector: [2.19181132482847, 0.024404544425737862] User Vector: [0.3456442033776867, -0.134059246543617] Predicted: 0.7543152244865738 Movie Vector: [0.7924363501633818, -1.4743743545297525] User Vector: [0.41711637976668603, -0.8566843509316266] Predicted: 1.5936116185162326 Movie Vector: [-0.19828154818941934, -0.6523683959639152] User Vector: [-0.9429598144975788, 0.022020596531462294] Predicted: 0.172605990661589 Movie Vector: [0.45183049082373333, -0.26990420761085226] User Vector: [0.7681131208357719, -0.4369828851679298] Predicted: 0.46500044775613053 Movie Vector: [-0.0033977850025048995, 0.028622325207981178] User Vector: [0.6542536482029311, -0.3859293581818024] Predicted: -0.013269208830885035 Movie Vector: [1.3629014420803043, -0.12845407919390714] User Vector: [1.4143735654648006, -1.4692518787602808] Predicted: 2.1163831692023085 Movie Vector: [-0.14975941682564953, -0.39858592719110614] User Vector: [0.6629708328174331, 0.2848606458202337] Predicted: -0.2128275699296691 Movie Vector: [-0.3025356045602399, -0.08049059388270757] User Vector: [0.7015969784745637, -0.3064125768087766] Predicted: -0.18759473575997057 Movie Vector: [0.013105953580954191, -0.06851182559587846] User Vector: [0.2569118650857971, 0.07666876201592156] Predicted: -0.0018856418736759063 Movie Vector: [1.0774030454785901, -1.482678416849984] User Vector: [-0.11417872022924942, -0.08186236838845291] Predicted: -0.001640934142059694 Movie Vector: [1.0607196094007447, -0.15979731780621914] User Vector: [0.5914865205471995, -1.1702936395113455] Predicted: 0.8144111356802224 Movie Vector: [0.5044953460289205, 0.7560197066570301] User Vector: [-0.004952105594839551, 0.31678887599829325] Predicted: 0.2370003188787996 Movie Vector: [0.0006126244302423339, -0.5012204630389735] User Vector: [1.4664483593364213, -0.4059997349240218] Predicted: 0.204393757222937 Movie Vector: [1.2357396296033774, 0.32646217387007603] User Vector: [1.390953596142573, -0.5027254884360177] Predicted: 1.5547356258779907 Movie Vector: [0.15293926182166398, -0.22873988986848234] User Vector: [0.7853869487331941, -0.8365376335663807] Predicted: 0.3114660263564385 Movie Vector: [0.652314565796305, -0.5585601653622193] User Vector: [-1.5437264266247959, 0.3542483478328335] Predicted: -1.2048642494368356 Movie Vector: [0.09807838972588356, 0.44196128498115994] User Vector: [0.4768737492255076, -0.15890079279997335] Predicted: -0.023456989143818663 Movie Vector: [1.6745373477432133, 0.20341914144694387] User Vector: [0.04451622472095089, -1.2098602796514517] Predicted: -0.17156465848169578 Movie Vector: [0.5111051934830285, 0.1808046221247386] User Vector: [-0.8440892127129076, 0.36905528046232017] Predicted: -0.36469147985343864 Movie Vector: [1.7392263144766567, 0.21607924518559216] User Vector: [0.273165764300794, -0.396085019191902] Predicted: 0.389511333509762 Movie Vector: [1.7320915979391975, -0.22679047276920006] User Vector: [0.7462559436913033, 0.37565763117644746] Predicted: 1.2073880782060291 Movie Vector: [0.7496483857005565, 1.454838368878386] User Vector: [1.1375056065432374, 0.26396604908068155] Predicted: 1.236757177954281 Movie Vector: [-0.18703018685040096, -0.2768945280358901] User Vector: [0.05489428852400091, -0.5441018371369766] Predicted: 0.14039193235784014 Movie Vector: [1.94413072948289, 0.09085647226230525] User Vector: [0.22999765239257572, -0.5482589916319204] Predicted: 0.3973326258595654 Movie Vector: [0.5504948419973043, -1.2362877447325447] User Vector: [0.938344614668166, -0.8651417411918875] Predicted: 1.5861180024828787 Movie Vector: [0.1689795825415341, 0.18585571945792678] User Vector: [1.4850075037843868, -0.145304089910547] Predicted: 0.22393035189002733
avg loss: 14.22339577024309: 36%|████████████████▋ | 25475/70000 [00:41<01:04, 693.63it/s]
Movie Vector: [0.5537188737759329, 0.6582163319391774] User Vector: [0.8375220035034862, -1.1847690372128397] Predicted: -0.3160825893268328 Movie Vector: [1.768177894977308, -1.0692252481821778] User Vector: [0.9194159897424521, -0.4689534433069284] Predicted: 2.1271078911570247 Movie Vector: [0.8042726472124444, -0.1359370905805193] User Vector: [1.3008829751543514, -0.2052737566194292] Predicted: 1.0741689113883695 Movie Vector: [0.9025302181394552, 1.1464115662496261] User Vector: [0.0689003261878559, -0.3995594506017304] Predicted: -0.39587494914996474 Movie Vector: [0.37968497071504415, 0.20390842161332873] User Vector: [-0.1528923920456231, -0.29163005234024925] Predicted: -0.11751676706410813 Movie Vector: [1.9626123216863236, -0.48248465087958214] User Vector: [0.11470546925200101, 1.276643096588364] Predicted: -0.3908383314364766 Movie Vector: [0.26880543141797264, 0.15488950067967625] User Vector: [-0.262898758325715, 1.069553857900896] Predicted: 0.09499404884929805 Movie Vector: [1.7959005591938446, 0.1339026980478047] User Vector: [1.9643658115040488, 0.6948910964370285] Predicted: 3.620853452003707 Movie Vector: [0.2003039727276293, -0.4711238292964293] User Vector: [0.9064467052784122, -0.9602636987345041] Predicted: 0.6339679870152888 Movie Vector: [1.2397304450171212, -0.053456268346006815] User Vector: [0.21054761182808251, 0.46996663171274405] Predicted: 0.23589962213041543 Movie Vector: [0.259631230831964, 0.617027266201962] User Vector: [0.2979582647752328, -1.5927987327467825] Predicted: -0.9054409766565468 Movie Vector: [-0.13129690124965399, -0.2735008970018317] User Vector: [-0.3574439740450987, -0.1569876150957863] Predicted: 0.08986753970935905 Movie Vector: [0.6410085296480976, 0.5347352996633796] User Vector: [-0.18997268099051323, -1.4693757480266227] Predicted: -0.9075011898541547 Movie Vector: [1.5905874329256837, 0.36712618866657054] User Vector: [0.3420358181203671, -0.8061161173856117] Predicted: 0.24809153611423734 Movie Vector: [1.2228535216077687, -0.3742983333945176] User Vector: [0.9164563447453726, -1.4065840565045418] Predicted: 1.6471739367006122 Movie Vector: [0.7035372313442528, 0.1983056747923379] User Vector: [0.16287733693645964, -0.709045149550625] Predicted: -0.02601740616286903 Movie Vector: [-0.24498166202841676, 0.5035031128298062] User Vector: [0.031350248545254075, -0.2821334386568165] Predicted: -0.14973530059070458 Movie Vector: [0.5592928820712608, 0.12773682243619605] User Vector: [0.5179724276900973, -1.0784231111001272] Predicted: 0.1519439504625552 Movie Vector: [-0.7511896737721545, 0.3903472380165208] User Vector: [0.19889426545137975, 0.07519011889087521] Predicted: -0.12005706314438731 Movie Vector: [1.224856745431237, -0.9535027158499031] User Vector: [0.7879130772372296, 0.7933545158336353] Predicted: 0.2086149619883476 Movie Vector: [1.7133423379983277, 0.15160084774382043] User Vector: [0.8694584413190763, -0.047698852696365396] Predicted: 1.4824487721368313 Movie Vector: [0.11219354804048745, 0.12858779001615211] User Vector: [1.5329991646823484, 0.8685399587600535] Predicted: 0.2836762492664914 Movie Vector: [0.3173690802286926, -0.3826156347424946] User Vector: [-0.01293519737322913, 0.10952013876908623] Predicted: -0.04600934910513835 Movie Vector: [-0.6132437082150536, 0.21147822112007528] User Vector: [0.7747361535960624, -1.083509569988355] Predicted: -0.7042407481472317 Movie Vector: [1.4994331435747172, -0.4561118582914766] User Vector: [1.824384653628287, -0.9153345056561725] Predicted: 3.153037738612481 Movie Vector: [0.351727703172722, -0.18111050636689596] User Vector: [0.2817752600514273, -0.11874804578484519] Predicted: 0.12061468373095763 Movie Vector: [0.7626824482872884, 0.4162201995144448] User Vector: [0.25868228091029494, 0.06741385206595461] Predicted: 0.2253514422901327 Movie Vector: [1.27298908379255, 0.6550500969449353] User Vector: [1.551761804309135, 0.8900442823741647] Predicted: 2.558399430986242 Movie Vector: [0.8700569814912194, 1.6710042767612003] User Vector: [0.11212212544899315, 0.5672526433491488] Predicted: 1.0454342310670544 Movie Vector: [2.1876871064827483, 0.2800877755311261] User Vector: [0.3715760854580279, -0.712423085386546] Predicted: 0.6133512140109203 Movie Vector: [1.6187280156154955, -0.07229603739862732] User Vector: [1.64415134309121, -0.21795501500389178] Predicted: 2.677191124889526 Movie Vector: [0.13142088076864222, -0.3249498032589032] User Vector: [-0.03518781172502511, -0.5479321607224386] Predicted: 0.17342603461675818 Movie Vector: [2.293354381849554, 0.29474591356557706] User Vector: [1.4520113735551246, 0.17620135236418513] Predicted: 3.3819112746121065 Movie Vector: [0.5362417117101846, -0.7325098840273654] User Vector: [0.4617534714843209, 0.45677842030693727] Predicted: -0.08698323574836564 Movie Vector: [2.3565930558233332, -0.6955698631364723] User Vector: [0.4295158595650421, 0.8645214442084306] Predicted: 0.4108590293903649 Movie Vector: [1.8067677173620666, 1.1219821770240634] User Vector: [1.1274178248322655, -0.6341686543852245] Predicted: 1.3254562024379433 Movie Vector: [0.47466033036614697, -0.002089391669883367] User Vector: [0.08579499795063383, 0.14195516018239873] Predicted: 0.04042688214182869 Movie Vector: [0.415709903870335, 0.432310398092297] User Vector: [0.267136875882939, 0.45171552120357694] Predicted: 0.30633276178950597 Movie Vector: [0.5077836267704184, -1.0412014504618246] User Vector: [-0.07296560454767065, -0.16807931572827461] Predicted: 0.13795368802219815 Movie Vector: [0.20491199662250706, -0.5783218950633215] User Vector: [1.5958100395771095, -0.22354573352060472] Predicted: 0.45628201368294397 Movie Vector: [0.19376900700814803, -0.5598440296786228] User Vector: [-0.6037407612091651, 0.3642200710664197] Predicted: -0.3208926800655021 Movie Vector: [-0.05725790247337352, -0.07292866912961346] User Vector: [0.5249089141715465, -0.44411687264018046] Predicted: 0.0023336690446155994 Movie Vector: [0.47463598646239813, 0.10637532252271006] User Vector: [1.340939099489476, -0.732283792106366] Predicted: 0.5585610277087194 Movie Vector: [0.5820003223396352, -0.8064331547934751] User Vector: [1.9608463403099572, -0.9056944308040976] Predicted: 1.8715952192311183 Movie Vector: [1.3752282278786785, -1.0215552578196567] User Vector: [1.1009570268933513, -1.4630571308490015] Predicted: 3.0086608855744608 Movie Vector: [0.9099136992611724, -0.792043281541231] User Vector: [0.9653607572764202, 0.7546463104758294] Predicted: 0.2806824376226956 Movie Vector: [-0.7355340666316565, -1.3322974205128069] User Vector: [-0.0658319959808477, -0.05232892426556909] Predicted: 0.1181393665354995 Movie Vector: [1.6647785195920042, 0.4026954353939623] User Vector: [0.6340065088118236, -0.3512546281972648] Predicted: 0.9140317817154008 Movie Vector: [1.8327340849940852, 0.23430276469859185] User Vector: [0.5030368350872461, -0.7022961078111565] Predicted: 0.7573828339747302 Movie Vector: [1.646157742967365, -2.121028534610839] User Vector: [1.3104751424028136, 0.7303965280763163] Predicted: 0.6080569250020982 Movie Vector: [1.8857105960206666, 0.6475986398559819] User Vector: [1.0124577773864185, 0.253534256199047] Predicted: 2.0733907983125035 Movie Vector: [0.5038796260508467, 0.7954076470085014] User Vector: [0.7252690701325605, 0.016154943744234932] Predicted: 0.3782980736357965 Movie Vector: [-1.8132627133204755, -0.7756321785496711] User Vector: [0.4541483669775576, 1.1365140861225844] Predicted: -1.705007196727438 Movie Vector: [1.140440347848246, 0.16441805311262514] User Vector: [1.0099532781223046, -0.16599617784411896] Predicted: 1.1244986994270105 Movie Vector: [0.625289910458328, -0.9061925761549268] User Vector: [2.1565924821282647, 0.1016258739230013] Predicted: 1.2564029075508059 Movie Vector: [0.2114056220533253, -0.31290931911471676] User Vector: [0.10373398407241427, -0.1646704958995773] Predicted: 0.07345688018111797 Movie Vector: [1.9814179562110532, 0.0019727070843898603] User Vector: [0.9695608425965447, -0.9371382442701316] Predicted: 1.919256563906388 Movie Vector: [0.8919594716101925, 1.035565596515239] User Vector: [1.203848448298611, -0.13815366268184948] Predicted: 0.9307168457372846 Movie Vector: [1.0540204463224778, 0.36782492791883353] User Vector: [1.1550878508910323, -0.9369535328908585] Predicted: 0.8728513464389611 Movie Vector: [1.5745524682444738, 0.26548227464279917] User Vector: [0.5091196394737072, -0.618139577025436] Predicted: 0.6375304840096118 Movie Vector: [0.6584300227093133, -1.0002632228113044] User Vector: [0.8163763766756758, -0.949197982332021] Predicted: 1.4869745491273272 Movie Vector: [0.19930915278014139, 0.38116877162484686] User Vector: [-0.6278392506119802, -0.3580008228980594] Predicted: -0.2615928430263303 Movie Vector: [-0.4747150305154334, -0.2004020815102699] User Vector: [1.258958430686056, -0.44384677189324917] Predicted: -0.5086986728817721 Movie Vector: [0.932224870038538, 0.3975915007906751] User Vector: [-1.3813824816642573, -0.3493848063452143] Predicted: -1.4266715339512286 Movie Vector: [0.9033239270692539, 0.9397133392504554] User Vector: [0.5362450843304466, 0.35502236236637674] Predicted: 0.8180222650968554 Movie Vector: [1.1132326687568328, 0.031062477158090462] User Vector: [0.2398260118863345, -0.48273786337426866] Predicted: 0.25198711739512347 Movie Vector: [1.7922902265008764, -0.19648709710200984] User Vector: [1.0707815959644869, -0.019348650233698] Predicted: 1.9229531492814216 Movie Vector: [0.5383357164510574, -1.0953846170956336] User Vector: [-0.3589223149606937, 0.30780537562185256] Predicted: -0.5303859750901578 Movie Vector: [1.6258883365146235, -0.43916138128859317] User Vector: [2.1192910996016376, -0.5497518093880565] Predicted: 3.6871604444983164 Movie Vector: [0.9524744254826997, 0.4193488945253911] User Vector: [1.466552996986457, -0.491609333257347] Predicted: 1.190698392804774 Movie Vector: [1.8705002258752648, 0.34715015448039166] User Vector: [1.919120560079217, 0.6390660745155516] Predicted: 3.811567327601291 Movie Vector: [-0.3890691559304379, 0.2624871627657736] User Vector: [0.6315957544913484, 0.46164736435306375] Predicted: -0.12455792022186397 Movie Vector: [1.551236238243836, 0.5930832399278154] User Vector: [0.4433487749874307, 0.46863968823944857] Predicted: 0.9656810306013284 Movie Vector: [-1.205360797812384, 0.25141224117075034] User Vector: [-1.5100000046921305, -0.7938032619982488] Predicted: 1.620522953204778 Movie Vector: [0.23581318452710356, -0.4991286204705452] User Vector: [1.4746744540418912, -0.48926766838676583] Predicted: 0.5919551755111128 Movie Vector: [1.258003205491554, -0.6721679589989222] User Vector: [0.06937665294572515, -1.123357162422555] Predicted: 0.8423607428843868 Movie Vector: [0.8936119612766605, -0.9480644467664179] User Vector: [1.6701241406679912, -0.06924270073432104] Predicted: 1.5580894516821175 Movie Vector: [-0.42931882034943547, 0.5388084643096739] User Vector: [1.0135653513726885, -0.20753765333799457] Predicted: -0.546965725279862 Movie Vector: [0.6875997406143997, -0.6125981748820645] User Vector: [-0.5165772705810759, 0.03353795124546696] Predicted: -0.3757436849810991 Movie Vector: [0.10237586395020055, -0.24201911483143546] User Vector: [1.1230458521372684, -0.6353320024445578] Predicted: 0.26873527822395726 Movie Vector: [1.5067502274641373, -0.30832750404183784] User Vector: [0.20178689196215613, 1.1809693028805786] Predicted: -0.06008287214393798 Movie Vector: [0.6003858468586166, -0.6690568543601042] User Vector: [0.567139482911121, -0.13159302541945708] Predicted: 0.4285457343774225 Movie Vector: [0.2989666384883673, 1.0583344373978063] User Vector: [0.44405068544105153, 0.4602527317674334] Predicted: 0.6198576566806566 Movie Vector: [0.2588726759562934, -1.7119263179662672] User Vector: [1.8769112538253387, -0.06576139554639097] Predicted: 0.5984597025523036 Movie Vector: [-0.3060719926200586, -1.3361408972668822] User Vector: [0.9769043193064005, 0.6336762725655634] Predicted: -1.145683835011737 Movie Vector: [2.750195523595764, 0.7846936831799953] User Vector: [0.7867752315616986, 0.1290756013394082] Predicted: 2.265070528940697 Movie Vector: [0.7623934679946696, -0.7152374084208191] User Vector: [0.9948273896071991, -0.3518411701036881] Predicted: 1.0100998702994273 Movie Vector: [1.518481159837265, 0.8561493467721013] User Vector: [1.0037040899321745, -0.1661097882183268] Predicted: 1.3818909639380423 Movie Vector: [0.8956469005391966, -0.6979628346932993] User Vector: [0.4907423745518902, 0.5733586064091156] Predicted: 0.039348888505539914 Movie Vector: [1.2108764700540346, 0.21836122350291037] User Vector: [0.8859795058560271, 0.3573630024408563] Predicted: 1.150845959038823 Movie Vector: [-1.2761855416468741, -0.9764493021515599] User Vector: [0.4641127310353328, -0.5465986515772655] Predicted: -0.05856808515193168 Movie Vector: [1.482787645462822, -0.2529919197320369] User Vector: [-0.5528690323704982, 0.14885639533194173] Predicted: -0.8574468359773787 Movie Vector: [1.5918223152795827, 0.635984557269752] User Vector: [1.0498718442448927, -0.17666511283297787] Predicted: 1.5588531462826583 Movie Vector: [1.4357807646529634, 0.3949765627178354] User Vector: [0.8908356898865987, -1.062313894474374] Predicted: 0.8594556574386454 Movie Vector: [-0.5266851662331589, -0.41874485375378034] User Vector: [0.8880260765636409, 0.055012265108691644] Predicted: -0.4907462646619043 Movie Vector: [0.13092007617183718, -1.3927154937049644] User Vector: [-0.5471477201586419, -0.39544284296504373] Predicted: 0.4791067530717391 Movie Vector: [2.385359020274344, 0.0863878830888739] User Vector: [1.1888515483976296, 0.8971245642731572] Predicted: 2.9133384567119935 Movie Vector: [0.20828217405475347, -1.0872779677394553] User Vector: [-1.0963366202457405, -0.06617681765211428] Predicted: -0.15639477895236814 Movie Vector: [-1.5143309271070466, -0.10898278812446027] User Vector: [0.9295113493035213, 0.7444534238896193] Predicted: -1.4887203931116149 Movie Vector: [1.11505795500406, 0.6966350025511971] User Vector: [-0.5987403138240994, 0.25961250873838215] Predicted: -0.48677498922390383 Movie Vector: [0.007911026163144819, 0.16000090934757139] User Vector: [1.0819731231218386, -0.25885429312827835] Predicted: -0.03285740460421096 Movie Vector: [1.3541218997435491, 0.33681459861679713] User Vector: [0.3719602273479443, -0.9746017578141373] Predicted: 0.17541938981604716 Movie Vector: [0.8656429298932721, 0.2564676842299064] User Vector: [0.7275607628933769, -0.19370438688089187] Predicted: 0.5801289149378908 Movie Vector: [0.48898743740457445, 0.8239203227209458] User Vector: [-0.22278921710356392, -0.676228549664211] Predicted: -0.6660995732252969 Movie Vector: [-0.48410229290045115, 0.0308671076129495] User Vector: [1.205793058917087, -0.4944729567905257] Predicted: -0.5989901345541572 Movie Vector: [1.7677587011423512, -0.1767519553491398] User Vector: [-0.8513839886280344, 2.9855092874058404] Predicted: -2.0327360581724876 Movie Vector: [0.9121298419368836, 0.2440910976207226] User Vector: [0.2336568582842586, 0.1678729449075379] Predicted: 0.25410168459759364 Movie Vector: [2.425964739432451, -0.5559398430444132] User Vector: [0.4543076207740562, -0.394242359709576] Predicted: 1.3213093044317106 Movie Vector: [2.4807274712836462, -0.603462243378295] User Vector: [0.9420674881277713, -0.9576949676164692] Predicted: 2.914945451231681 Movie Vector: [0.7507508802527868, -1.1076043637495856] User Vector: [0.614820993814387, -1.056303880745534] Predicted: 1.6315441900634196 Movie Vector: [2.226740681465608, 0.01085707802164679] User Vector: [0.18031134732724768, 0.011662799442250876] Predicted: 0.40163323634695275 Movie Vector: [0.17906138033255262, -0.4134034722917049] User Vector: [0.04686588832255664, 0.29158970775577375] Predicted: -0.11215232701721209 Movie Vector: [1.6818991475164824, 0.8291041971142034] User Vector: [0.605012903619253, -0.9166339015747861] Predicted: 0.25758567182087067 Movie Vector: [0.6672598860299573, -0.10904496482044385] User Vector: [-0.29547917935673723, 0.10494076571852323] Predicted: -0.2086046656478086 Movie Vector: [-0.26321205055383234, 0.7721989477447542] User Vector: [1.123089330900315, -0.6944614302015013] Predicted: -0.8318730313923197 Movie Vector: [0.2957017280582686, 0.7190577400278042] User Vector: [1.0393818174033402, -1.4851611604862638] Predicted: -0.7605696281178124 Movie Vector: [0.9492806921913064, -0.555194200006476] User Vector: [-0.1276381819296286, -0.810787284116828] Predicted: 0.32897993588846797 Movie Vector: [2.4969919065767323, 0.17062767284022523] User Vector: [1.1691438130429224, -0.04242895011795121] Predicted: 2.9121030857727574 Movie Vector: [0.3976222906610683, -0.8504622835660233] User Vector: [0.5085108518435447, 0.2812359700527422] Predicted: -0.03698533557591949 Movie Vector: [0.01751269270622779, -0.33874098983217826] User Vector: [0.586602719333164, -0.08781870059146785] Predicted: 0.040020786728448804 Movie Vector: [0.5016696867022035, -1.0552851666105458] User Vector: [0.993698508631533, 0.4087453632142094] Predicted: 0.06716550078083294 Movie Vector: [0.8066220097217298, 0.4276710614906138] User Vector: [-0.016486886617239092, 0.3507573424921203] Predicted: 0.13671007937198018 Movie Vector: [0.25926962275030857, -2.64826204716716] User Vector: [0.006893010810894648, 0.08991397232629833] Predicted: -0.23632861210921974 Movie Vector: [1.1584066714918582, -1.1184952720720065] User Vector: [0.3487244938679408, -0.0750020163140956] Predicted: 0.4878541808524276 Movie Vector: [-0.9503882299992407, 0.11011930477734132] User Vector: [1.5269305502807669, -0.4668026038891862] Predicted: -1.5025808012216344 Movie Vector: [0.8636931575181375, -0.061493312787760296] User Vector: [-0.04975759509051368, 0.649074081924493] Predicted: -0.08288900995644594 Movie Vector: [1.1124671685788967, -0.4145872470232862] User Vector: [1.2706792022791413, -0.5363682409648723] Predicted: 1.6359603267439167 Movie Vector: [0.38481932141029024, 1.5382460250118393] User Vector: [0.42728853115182897, -0.8239339377916131] Predicted: -1.1029842220760542 Movie Vector: [1.4759520140033437, 0.15248578989273115] User Vector: [0.5803394935433518, -0.6812181856323759] Predicted: 0.7526771511755446 Movie Vector: [1.4537586844711992, 0.9928741144590068] User Vector: [0.9187596790367403, -0.9892243592149531] Predicted: 0.3534796026848077 Movie Vector: [-0.875329631047937, -1.0837051578287191] User Vector: [0.4903860408076496, -0.9243678141472945] Predicted: 0.5724927357510634 Movie Vector: [0.3590500165910641, 0.206870012184883] User Vector: [0.6889329397727718, -0.3097618500211313] Predicted: 0.18328094576726095 Movie Vector: [0.6775320166477963, -0.9829464126475338] User Vector: [-0.45249153791233315, -1.0288882729503772] Predicted: 0.7047645327138841 Movie Vector: [0.4467412086811069, -0.2440615409683712] User Vector: [1.2405535575309243, -0.6409107622484387] Predicted: 0.7106280639825795 Movie Vector: [-0.9485898386711787, -0.8170284092614324] User Vector: [-0.06059065907368484, -0.2262004205147388] Predicted: 0.24228785326311122 Movie Vector: [1.5507046842755885, -0.12098548885434665] User Vector: [0.27481216877625725, 0.863318156723734] Predicted: 0.3217035481892213 Movie Vector: [2.07220128737173, -0.08577478418709172] User Vector: [0.8686713255712951, -0.2196665435700954] Predicted: 1.8189036895195945 Movie Vector: [0.8572111842064505, -0.16429168947268324] User Vector: [0.6645891480668232, 0.70518680263546] Predicted: 0.4538369194262982 Movie Vector: [-0.23771661535570632, 0.4381220490460439] User Vector: [0.7027472634706657, -0.03630444044016667] Predicted: -0.18296047675784732 Movie Vector: [0.6091272799608018, -0.6075034761614805] User Vector: [1.157311910343165, -0.8263002522496069] Predicted: 1.2069305316083159 Movie Vector: [0.33666203176764037, -0.3819141182404073] User Vector: [1.0109751962582365, -0.3829332751796149] Predicted: 0.48660458777412074 Movie Vector: [-0.38719084929724856, -0.4101033301015363] User Vector: [1.0001519391863136, 0.5813241648838571] Predicted: -0.6256526546472032 Movie Vector: [1.351633492199839, -0.7975491801601] User Vector: [0.7497183607187626, 0.15427468299344224] Predicted: 0.8903027991237605 Movie Vector: [-0.7318027429497304, -0.10529404241745716] User Vector: [0.9585693568279463, 1.5174113011411159] Predicted: -0.8612580545413314 Movie Vector: [0.6066477964861341, -0.5150784149077269] User Vector: [0.6655911323807303, 0.4895789738872663] Predicted: 0.1516078319774763 Movie Vector: [-0.06640227882783348, -0.8520186582328538] User Vector: [0.22641366759168866, -0.4671661649574316] Predicted: 0.3829999055529632 Movie Vector: [0.8740259992801855, -0.2899334386100412] User Vector: [2.4342065221888833, -0.21855984764686137] Predicted: 2.190927596180825 Movie Vector: [2.4263458214764118, -0.47517783739538005] User Vector: [1.1743810708823914, 1.1474873670296624] Predicted: 2.3041940386528106 Movie Vector: [1.0240098797071624, -0.2899813772335424] User Vector: [-0.10659402272724, 0.6987848927249483] Predicted: -0.31178793797279725 Movie Vector: [0.6810326923076213, 1.784670627723131] User Vector: [0.4752463851579545, -1.0614074770822919] Predicted: -1.5706044232008922 Movie Vector: [0.0067146040010880245, 0.9082568143593018] User Vector: [1.1516397939094913, -0.8206432564721872] Predicted: -0.7376220246808753 Movie Vector: [1.6637269633842056, 0.19474963861799674] User Vector: [1.3413385150554105, -0.22522678081459008] Predicted: 2.187758220352681 Movie Vector: [0.687566522485078, -0.9809050866187662] User Vector: [0.831627701127639, 0.24260841952654416] Predicted: 0.33382353369646367 Movie Vector: [0.34218630898793034, -0.7738482355461986] User Vector: [0.6924577353172102, -0.3268774910566204] Predicted: 0.4899031262722714 Movie Vector: [-0.1365766928443045, 0.5784310489533414] User Vector: [1.3508423088549852, -0.8686404658705704] Predicted: -0.6869421909344116 Movie Vector: [0.20041234562076568, 0.7702303704184691] User Vector: [0.7870741097260445, -0.2152355159421001] Predicted: -0.008041562663721608 Movie Vector: [0.630796158456951, -1.0892157511653047] User Vector: [-0.6036080325290087, -1.0850385622035792] Predicted: 0.8010874644408366 Movie Vector:
avg loss: 14.214688226266441: 37%|████████████████▍ | 25615/70000 [00:41<01:12, 611.62it/s]
[-2.087127147648506, -0.07083412343281907] User Vector: [-0.4352078164654762, 0.3118689479090559] Predicted: 0.8862430850628704 Movie Vector: [-1.5495218558321546, -0.458608912085566] User Vector: [0.15060143514921712, -0.23404075229410914] Predicted: -0.12602704049011196 Movie Vector: [-0.6656270219014954, -1.172977054317914] User Vector: [2.065537843655842, 0.14917242589040075] Predicted: -1.5498536362038542 Movie Vector: [0.41359775615994915, -0.20718429255911575] User Vector: [1.634343184748599, 0.9325387090361398] Predicted: 0.48275330129168204 Movie Vector: [0.0487020391678308, 0.8778090667481023] User Vector: [0.33132592194147364, -0.28522149467722235] Predicted: -0.23423376603140011 Movie Vector: [0.018079365520190217, 1.2319994368131015] User Vector: [0.23392450316318655, 0.757224636157382] Predicted: 0.9371295318837165 Movie Vector: [0.3513558062638465, 0.14987279825024452] User Vector: [0.8132716856742422, -0.4527847663641665] Predicted: 0.21788760889155007 Movie Vector: [0.7162438610160066, 0.347848726147868] User Vector: [1.989161526959044, 0.014581034569270873] Predicted: 1.4297967265544798 Movie Vector: [0.5568072872183324, 0.7965865796610663] User Vector: [0.33215976106251976, 0.3427180120850603] Predicted: 0.4579535445153893 Movie Vector: [0.5770273669150315, -0.5629278110911858] User Vector: [0.15916481088037682, -0.1349713607760208] Predicted: 0.16782158440947692 Movie Vector: [0.712775544935377, 0.7633350030829574] User Vector: [0.36437314981059216, -0.6703235678936748] Predicted: -0.2519651723486327 Movie Vector: [1.3611258639419956, -0.586519759213659] User Vector: [0.20111581974156634, 0.36488379631139767] Predicted: 0.059732387544615434 Movie Vector: [1.8947452322554164, -0.2689289012044893] User Vector: [1.50611696284536, -0.12208641093338132] Predicted: 2.8865404989145675 Movie Vector: [0.2328085973204177, -0.29180958043349753] User Vector: [1.1527691432405578, -0.6678808261684754] Predicted: 0.46326859093589445 Movie Vector: [0.6088740208689962, -0.05241588364767] User Vector: [0.6056572277426806, -0.6018625592447889] Predicted: 0.40031610940131906 Movie Vector: [-1.0255240389370928, 0.7599307667557638] User Vector: [0.17568805716334343, -0.12640530433771946] Predicted: -0.2762316058225216 Movie Vector: [-1.2537135510835822, -0.9310188402989683] User Vector: [0.7350045460470536, 0.26043153283342596] Predicted: -1.1639518231630868 Movie Vector: [1.2283869886893901, 0.06986797896134467] User Vector: [-0.08421943065545916, 0.6206069623357174] Predicted: -0.06009349862425845 Movie Vector: [0.46401905276589417, -0.12287147095185574] User Vector: [-0.16412320318560486, -0.5773791367292026] Predicted: -0.005212869452258989 Movie Vector: [-0.559767355135816, -0.5185240109745934] User Vector: [0.14901063587457358, 0.14167689334854988] Predicted: -0.15687416053212597 Movie Vector: [-0.6276976258247273, 0.897444951449749] User Vector: [0.2185938029433114, -0.5675041458654023] Predicted: -0.6465145417612221 Movie Vector: [1.0654847288742015, -0.14659869329070674] User Vector: [1.5441021048841759, -0.4574665449595321] Predicted: 1.7122812102918818 Movie Vector: [0.607604198182638, 0.2763638628943206] User Vector: [0.950639184048889, 0.72372755983814] Predicted: 0.7776245033049713 Movie Vector: [0.9987805101034322, 0.6084300011939447] User Vector: [-0.6307389585520213, 1.192760942384887] Predicted: 0.0957417628346321 Movie Vector: [-1.3450065202876047, -0.6735033914287808] User Vector: [1.3757922305109394, -0.5483819966702665] Predicted: -1.4811123860423299 Movie Vector: [1.9606805482811132, 0.5276973330214665] User Vector: [0.9968887364623333, 0.6306751989576793] Predicted: 2.287385974874984 Movie Vector: [0.29354921581139504, 0.3664471253691046] User Vector: [-1.1537329642176788, -0.25229287476853757] Predicted: -0.43112940561189395 Movie Vector: [-0.05860080437650906, -0.8916852448580571] User Vector: [1.2865776128926907, -0.6660544061633756] Predicted: 0.5185164032402569 Movie Vector: [1.0866051959076062, 0.9153860189920137] User Vector: [0.38725219924538734, 0.0021875453207255147] Predicted: 0.42279270022918897 Movie Vector: [-0.03741115129602973, 0.10805004381188901] User Vector: [0.81732822063955, 0.2543663514212178] Predicted: -0.003092894305528039 Movie Vector: [0.6745547503906509, 0.15239121882190637] User Vector: [0.14372240110048798, -0.18229592160882063] Predicted: 0.06916833071965381 Movie Vector: [1.2065385004249272, -0.306546718890072] User Vector: [1.0631950963414596, -0.9871604929649092] Predicted: 1.5853966273352595 Movie Vector: [1.212999744360597, 0.1832554821454535] User Vector: [0.5171851102823963, -0.4539545843606857] Predicted: 0.5441557403304975 Movie Vector: [-1.0926732440231621, 0.523047316888665] User Vector: [1.4609657958160707, 0.06491213397476252] Predicted: -1.5624061180122095 Movie Vector: [-1.1429994684486173, -1.070885994633811] User Vector: [0.7855699979219816, -0.19639971784450694] Predicted: -0.6875843828642917 Movie Vector: [0.3718340254450367, -0.2427445764342227] User Vector: [0.3159872673041808, -1.1402828747838758] Predicted: 0.3942923010457001 Movie Vector: [1.6955495571579653, -0.8346605364743651] User Vector: [1.6228048186494897, 1.2032743425061585] Predicted: 1.7472203833729252 Movie Vector: [2.501616292582178, 0.1704598510197081] User Vector: [1.0694389971804692, -0.059947394490468875] Predicted: 2.6651073953355424 Movie Vector: [0.4718612191108267, -0.5588598184167477] User Vector: [0.9674484106731871, 0.19276510660127705] Predicted: 0.3487727140148071 Movie Vector: [1.324081291337949, -1.0663605940895315] User Vector: [-1.5533295271448042, -0.6836013647935973] Predicted: -1.3277690086935428 Movie Vector: [0.08460374758755351, -0.06776134027198905] User Vector: [1.764369596569758, -0.8660538559444055] Predicted: 0.20795725002585846 Movie Vector: [-0.08311616827969497, -0.22123316227130385] User Vector: [1.105888945239607, 0.6319240702881251] Predicted: -0.23171981205638517 Movie Vector: [-0.1164075509795189, 1.2746932761372656] User Vector: [1.5701551030731051, 0.7307832324541408] Predicted: 0.7487465625164154 Movie Vector: [1.0165408972216305, -0.39483698285349317] User Vector: [1.488079877277761, -0.6768436807661864] Predicted: 1.779936970362563 Movie Vector: [1.8262992836400682, -0.07370828763152795] User Vector: [1.1491750901657376, -0.49086290792295323] Predicted: 2.134918308351531 Movie Vector: [-0.5881818672288224, 0.5959048688187163] User Vector: [0.41054863343298675, 0.4829402841804658] Predicted: 0.04630920489097856 Movie Vector: [1.4047718475826678, -0.40861817301006714] User Vector: [2.0758222640581048, 0.7032013114071294] Predicted: 2.628715842008676 Movie Vector: [0.6797273010874249, -0.12282524163071273] User Vector: [1.021455661430431, -0.13017190802670275] Predicted: 0.710299695981488 Movie Vector: [0.4885370919514784, 0.06105018265366819] User Vector: [-0.39352372235123745, 0.18940911156771384] Predicted: -0.18068747407391658 Movie Vector: [2.4631171822270086, -0.4392485526206377] User Vector: [1.432190195033287, -0.024158757396069735] Predicted: 3.538263976822876 Movie Vector: [1.2685453134072115, 0.1938123348914441] User Vector: [1.218379441667738, -0.5667033127781655] Predicted: 1.4357354384390517 Movie Vector: [1.4565463611496086, -0.7759605404159151] User Vector: [0.3359428264683527, 0.7190707804197223] Predicted: -0.06865424992498798 Movie Vector: [1.2207076171383011, 0.6607557323971402] User Vector: [0.9450402900278222, -0.12153657134512545] Predicted: 1.0733118943273663 Movie Vector: [1.8333032491446648, 0.4215916152128449] User Vector: [-0.2599067736622279, -1.0509530933493874] Predicted: -0.9195609447677734 Movie Vector: [1.521935136227787, -0.38485496743028735] User Vector: [1.916536716588144, -0.3278047816034492] Predicted: 3.0430018673936203 Movie Vector: [0.9987712272551763, 0.9351750150736745] User Vector: [0.6366133965227017, -0.2090132350134312] Predicted: 0.44036718812778197 Movie Vector: [1.586872027598429, 0.022284879473530306] User Vector: [1.2229239599293242, 0.3307988955196297] Predicted: 1.9479956374083784 Movie Vector: [1.8917236910245865, 1.074194733617656] User Vector: [0.2318383975378293, -0.9013699080591899] Predicted: -0.5296726191671248 Movie Vector: [-0.0959772846978883, -0.6699472558769156] User Vector: [-0.5595868825468272, -1.038906742935261] Predicted: 0.749720351080903 Movie Vector: [0.8533259284392224, 1.3820298266828994] User Vector: [-0.9780283657753833, -0.9575018016703605] Predicted: -2.1578730122762266 Movie Vector: [0.6722752238600543, -0.05958570124923718] User Vector: [0.5621677409900185, 0.14954119503681235] Predicted: 0.36902092694904837 Movie Vector: [1.8262834937087102, 0.582149947751005] User Vector: [1.5157909210384664, -0.1234594751864965] Predicted: 2.6963920119768883 Movie Vector: [0.9831115704443835, -0.5957735316141363] User Vector: [1.140235467365611, -0.6759686847770278] Predicted: 1.5237029315883641 Movie Vector: [1.0491304750600021, 0.06544820217685926] User Vector: [2.1625076261663088, 0.6779863881779066] Predicted: 2.3131256433673633 Movie Vector: [0.5167437784111895, -1.2942349420833812] User Vector: [1.1412806380491731, -0.49352473251387574] Predicted: 1.228486622734875 Movie Vector: [2.1411659568505863, 0.5725524029380038] User Vector: [1.0938015776916803, 0.5997507085763025] Predicted: 2.68539941106202 Movie Vector: [0.7308650114961496, -1.316602140920338] User Vector: [1.5041995204182663, -1.125230921589403] Predicted: 2.580848240177372 Movie Vector: [0.8870031496366697, -0.3115890793976189] User Vector: [1.1954146403180674, -0.5404287803192601] Predicted: 1.2287282572235687 Movie Vector: [-0.3227853272274223, -0.8582135569265463] User Vector: [0.14779494553404487, 0.6350087161555306] Predicted: -0.5926791288279633 Movie Vector: [2.205872005770251, 0.6080318714999708] User Vector: [0.49568661518221685, 1.3878140240295567] Predicted: 1.9372563863900603 Movie Vector: [0.5741204308846887, -0.39461336644542233] User Vector: [1.2322809212674322, 0.5386159230083061] Predicted: 0.49493261088962315 Movie Vector: [2.3244059097984358, -0.2763243478456289] User Vector: [1.3469418474280803, 0.5216430022501459] Predicted: 2.9866969279116455 Movie Vector: [1.4038625630962818, 0.2160619568098785] User Vector: [0.10122926106143355, -1.1613694571112132] Predicted: -0.10881578758862825 Movie Vector: [-0.7384945158528003, -0.2284641299128598] User Vector: [1.5161497640261645, -0.5039803707359801] Predicted: -1.0045268490514836 Movie Vector: [1.2321678921302595, -0.4929135519510446] User Vector: [1.1176523673623604, 0.622082588551863] Predicted: 1.0705024232972749 Movie Vector: [1.2796348235418176, 1.2856708101313963] User Vector: [-0.6001432480627485, 0.9750935752185242] Predicted: 0.48568514747053126 Movie Vector: [0.92587397619901, 0.14734921817736274] User Vector: [0.8941295374131435, -0.4309107062791754] Predicted: 0.764356914367197 Movie Vector: [-0.3002635676620878, 0.32739713955452476] User Vector: [0.7184610910671981, -0.6936473616675719] Predicted: -0.44282585249973905 Movie Vector: [0.15557718507507134, 0.12467284216432542] User Vector: [0.5408796820029469, 0.013420848133907558] Predicted: 0.08582175367142825 Movie Vector: [-0.8266894727892505, -1.5748202926778203] User Vector: [0.5881473224484318, -0.11769533903540232] Predicted: -0.3008661916507559 Movie Vector: [1.1320975218830807, -0.006909963026381388] User Vector: [-0.7047114367458444, 0.7001370327206042] Predicted: -0.8026399921921356 Movie Vector: [0.5917958779513929, 0.1034397333899757] User Vector: [0.7465075545207036, -0.4491101933114898] Predicted: 0.39532425496606616 Movie Vector: [1.9178122339510433, 0.17702874760760662] User Vector: [0.20673957978938073, -0.18138364910178084] Predicted: 0.36437757512498636 Movie Vector: [1.4354932821274236, 0.17572327019542305] User Vector: [-0.7202008186884794, -0.9440765886715502] Predicted: -1.1997396624862868 Movie Vector: [0.44637389082565854, 0.16760696744958228] User Vector: [0.05777431601438712, 0.41078857537695557] Predicted: 0.09463997361099881 Movie Vector: [0.9161596929439408, 1.067372964167794] User Vector: [0.9019166393996606, 0.1282516533546193] Predicted: 0.9631920188139644 Movie Vector: [0.453173401796185, 0.09318638334493437] User Vector: [1.047208090932388, -0.7063289973387775] Predicted: 0.40874660824266446 Movie Vector: [-0.304980416856632, -0.6986094235688393] User Vector: [0.5042719008179377, 0.3818866642301681] Predicted: -0.42058267688700546 Movie Vector: [1.3856333180159062, -0.5647350444461555] User Vector: [1.1874606406266497, 0.19583520577097469] Predicted: 1.5347900238496046 Movie Vector: [0.37113474623815546, -0.8580301119500041] User Vector: [0.6854539688130042, -0.6576575228233503] Predicted: 0.8186857427062324 Movie Vector: [-0.5907287538281578, 0.8889140835740339] User Vector: [0.359004934609798, -0.15851490332733592] Predicted: -0.3529806676642506 Movie Vector: [1.0718790767345054, 0.37932276447053] User Vector: [0.8952326424355207, -1.116167284824169] Predicted: 0.5361934781453084 Movie Vector: [-0.33403105567082325, 0.1982636564459625] User Vector: [-0.005325421836895217, 0.15189508944200092] Predicted: 0.03189413210702818 Movie Vector: [1.5620990609832577, -0.4624231368078711] User Vector: [-1.0443448535222684, 0.2902898536326155] Predicted: -1.765606859730125 Movie Vector: [0.4515630269245789, -0.82547996022144] User Vector: [0.8066241287839673, -0.413718729032879] Predicted: 0.7057581531690152 Movie Vector: [1.8118431154916754, 0.14619705401101749] User Vector: [-0.5115286734896337, -1.027506545218055] Predicted: -1.0770281353267 Movie Vector: [1.015826929508009, 0.10399790383154436] User Vector: [1.095832624222112, -0.20080316979299642] Predicted: 1.0922931811770504 Movie Vector: [1.1817298057806704, -0.3175612082573887] User Vector: [1.221451662382426, 0.041031865825370106] Predicted: 1.430395706869102 Movie Vector: [0.5980033455809894, -0.08444819153322693] User Vector: [1.635379536534364, -0.734056679471092] Predicted: 1.039952193206457 Movie Vector: [0.17180419203835537, -1.5266783178502807] User Vector: [1.2503530357916823, 1.1326089462914726] Predicted: -1.5143136278295495 Movie Vector: [0.5117960606035004, 0.650452540938172] User Vector: [0.5846728106153647, -0.7746515994035702] Predicted: -0.20464085995895104 Movie Vector: [-0.4300117554190687, 0.8487715195690023] User Vector: [-0.9616700665246717, -2.1789719798333116] Predicted: -1.4359199249811507 Movie Vector: [0.37778883906897165, 0.7217244919864958] User Vector: [0.9348893545192248, -1.2510666457598707] Predicted: -0.5497346754505338 Movie Vector: [-0.3517710377682434, 0.33186609024427344] User Vector: [-0.8098883490911111, 0.05544815414664382] Predicted: 0.30329662716409805
avg loss: 14.207217189079818: 37%|████████████████▌ | 25679/70000 [00:41<01:13, 604.62it/s]
Movie Vector: [1.3543093636482981, 0.15392100898203076] User Vector: [1.5133150627229524, -0.7631757754676423] Predicted: 1.9320279742050825 Movie Vector: [-0.04293035591981381, -0.06338319616900479] User Vector: [0.40449236356318313, 0.39870908051023274] Predicted: -0.04263645699895778 Movie Vector: [0.13058259901301084, 0.3864470174929677] User Vector: [0.34109737570242454, -0.026760200646417584] Predicted: 0.03419998210841855 Movie Vector: [-1.6036141262475543, 0.47533802511265855] User Vector: [0.2213998334617584, 0.13673036282173578] Predicted: -0.29004675985151057 Movie Vector: [0.6590821334117027, -1.355786410001184] User Vector: [0.6720135181025111, 0.13980524549380527] Predicted: 0.25336605130512646 Movie Vector: [0.16270230925909632, -1.0785707648714031] User Vector: [0.053384153146940796, -0.13477336458032776] Predicted: 0.15404833591454511 Movie Vector: [0.8523121025220028, 0.0869694055070106] User Vector: [0.6610526169897488, -1.1245107239463243] Predicted: 0.4656251167163351 Movie Vector: [1.074932176035585, 0.0498843126574789] User Vector: [-0.21837367479651223, 1.2799359625109226] Predicted: -0.17088816370245602 Movie Vector: [0.17289975467170698, -1.1467425907388071] User Vector: [1.3498380605653468, -0.5554313399847143] Predicted: 0.8703234433098797 Movie Vector: [1.5048220487955772, -0.0035013629849428296] User Vector: [1.584688367309365, -0.2787564890236379] Predicted: 2.385650023249477 Movie Vector: [2.4696081622173547, 0.17225406651300995] User Vector: [0.33841404202127684, -0.15746470710598726] Predicted: 0.8086261442534257 Movie Vector: [0.6857105791677889, 0.3770378796524711] User Vector: [1.1815064501870691, 0.06487001798425754] Predicted: 0.8346299262820556 Movie Vector: [0.2508466619080386, 0.12703676379591133] User Vector: [1.1926308314259104, -0.6668493622012923] Predicted: 0.21445307803837865 Movie Vector: [0.034576545336225895, 0.01946702251137975] User Vector: [1.2635658501957456, -0.5496222810872377] Predicted: 0.03299023258591887 Movie Vector: [0.31816621774034093, -0.660838677015097] User Vector: [0.9769597454138509, -0.8198226338667945] Predicted: 0.852606091834456 Movie Vector: [0.5368527734317133, -0.38611513651909274] User Vector: [0.7972924451682807, -0.28953746061693814] Predicted: 0.5398234565582443 Movie Vector: [1.7887502115702811, 0.03739361235235174] User Vector: [-0.7031684272521034, -0.5123440717345162] Predicted: -1.2769510686262078 Movie Vector: [1.5366308312027335, 0.633733573507253] User Vector: [1.2788216098645973, 0.1585997118257837] Predicted: 2.065586675458828 Movie Vector: [-0.7488631015384746, -0.5220165759959049] User Vector: [0.38120916298164653, 0.2872801689677503] Predicted: -0.4354384862813917 Movie Vector: [-1.7579813562729416, -0.6372896333532048] User Vector: [0.5230462088273092, -0.6997380435368189] Predicted: -0.4735696823787852 Movie Vector: [0.9202936205550842, -0.12387564545793103] User Vector: [-0.5322961210427406, -0.5534327616988379] Predicted: -0.4213118838688422 Movie Vector: [0.0629596199622246, -1.2755383404484726] User Vector: [1.5617404434503683, 0.40664816583323804] Predicted: -0.4203687417940724 Movie Vector: [0.10978712227157056, -0.44416146948491086] User Vector: [1.9182205893868642, 0.08035248057476747] Predicted: 0.17490644254201332 Movie Vector: [2.0823683948418727, 0.6046823605710665] User Vector: [0.7663379175473087, -0.8493736934732036] Predicted: 1.0821965692931104 Movie Vector: [1.3412618447414153, 0.05249096451151676] User Vector: [2.2056538972698476, 0.030524310578776415] Predicted: 2.959961665616577 Movie Vector: [0.47159177431278887, 0.46773040214348605] User Vector: [-0.37039793429934564, -1.8091672411046267] Predicted: -1.0208791402647084 Movie Vector: [0.1855343902299314, 1.3479304987042193] User Vector: [0.6537929183612486, -0.3820482534762565] Predicted: -0.39367342239252484 Movie Vector: [0.30972700648238916, 1.0454277244070849] User Vector: [0.03298455421322219, -0.17659331615363016] Predicted: -0.17439934141537308 Movie Vector: [-1.1370630471893532, 1.4453105571956304] User Vector: [-0.6424812524127269, 0.5784944398394394] Predicted: 1.5666458118093614 Movie Vector: [-0.7322146501191444, 0.3975205684350178] User Vector: [0.6180588935604137, 0.3061359000126053] Predicted: -0.33085645950998716 Movie Vector: [0.25814937114021774, -0.6200858264994135] User Vector: [0.6368962661244029, 0.04152635603469172] Predicted: 0.13866446577828662 Movie Vector: [-0.3996484956462647, 0.3637753100340501] User Vector: [0.1288715752931478, -0.6360479488864138] Predicted: -0.28288187100014767 Movie Vector: [1.5345370350003822, -0.1457036269095697] User Vector: [0.9888702736624845, -0.5109527659840537] Predicted: 1.5919057289293987 Movie Vector: [0.3073326741375576, 0.26989866946583946] User Vector: [0.3267688935060479, -0.7501175022015927] Predicted: -0.1020289579210643 Movie Vector: [0.3393784377290098, -0.46081367216716373] User Vector: [0.773047372529935, 0.6320120599511314] Predicted: -0.028884188620289297 Movie Vector: [0.1164026792621268, 0.6617769081102536] User Vector: [0.49024188740615854, 0.3445621113210485] Predicted: 0.2850887178625833 Movie Vector: [0.06825164034163106, 0.3532887059900288] User Vector: [1.9135916442072047, -0.3270600549010646] Predicted: 0.015059145084155665 Movie Vector: [1.7548286443354244, 0.06771686472551831] User Vector: [0.3243280835801498, -0.06653678378377334] Predicted: 0.5646345488421036 Movie Vector: [0.9602664743645803, 2.1017978583515693] User Vector: [0.20575227038313101, -0.7438703756921494] Predicted: -1.3658881552476196 Movie Vector: [2.2295774560789083, 0.6744019435911783] User Vector: [0.3049653858205779, 0.11008544407861191] Predicted: 0.7541857865576808 Movie Vector: [0.4383683277549371, -1.6479933530301345] User Vector: [0.6928487252058172, 0.7355058899720989] Predicted: -0.9083858807329184 Movie Vector: [-0.12382485259948253, -1.2179249306756326] User Vector: [1.504215931818193, -0.32351782430924286] Predicted: 0.20776110770898507 Movie Vector: [2.0401901704646708, -0.07767992575238117] User Vector: [-0.12419325037161127, 0.48099647782307076] Predicted: -0.29074161933067216 Movie Vector: [0.3967945380903585, 0.10520730618351279] User Vector: [1.100421045648932, -1.462658990055183] Predicted: 0.282758648304374 Movie Vector: [0.013657662335021508, 0.008984143739275322] User Vector: [1.3890254457563331, -0.5804727724643804] Predicted: 0.01375578968833708 Movie Vector: [-0.10797939121232589, 0.03740816161721462] User Vector: [-1.1084087236312632, -0.19571313693302284] Predicted: 0.1123640305351324 Movie Vector: [1.7757774640059283, 0.0634191576951707] User Vector: [1.0437963168234032, 0.49838462191283] Predicted: 1.8851571093573294 Movie Vector: [0.6243735660451494, 0.18536511503426034] User Vector: [0.2371074924934675, -0.15348124001451705] Predicted: 0.11959358291327793 Movie Vector: [0.7684856760957703, -0.30965853663078236] User Vector: [0.8618458095192061, -0.12640593770969044] Predicted: 0.7014588373112982 Movie Vector: [0.5948909654549531, 0.31227165455618644] User Vector: [0.3665730668398102, -0.7207439784612542] Predicted: -0.006996909023386483 Movie Vector: [0.21847898050157472, 0.226281218234402] User Vector: [1.4522071203928757, -1.0315702536024576] Predicted: 0.08385175746102791 Movie Vector: [-1.1175339463519227, 0.47404597589336606] User Vector: [-1.1334489912026524, 0.6726869159734923] Predicted: 1.5855522496806587 Movie Vector: [0.13600633127979145, 0.1510615878461421] User Vector: [0.09025376853520503, -0.257105274681649] Predicted: -0.0265636470943797 Movie Vector: [1.1407769170640971, 0.20510225751674674] User Vector: [0.6847078410358094, -0.5690228143677185] Predicted: 0.6643910361810927 Movie Vector: [0.6499885814885554, -1.5860458985905714] User Vector: [0.5800754786751612, -0.8323314397386286] Predicted: 1.6971583038058 Movie Vector: [1.085476752370338, -0.15252167071985373] User Vector: [2.5446906263548135, -0.25520982860733543] Predicted: 2.801127546326182 Movie Vector: [-1.6762236708669849, -0.7466661317668492] User Vector: [-0.2129687572890715, 0.6128308585627376] Predicted: -0.10059677446732895 Movie Vector: [0.1756739990140398, 1.8665611973765315] User Vector: [-0.6978160195509765, 0.22570892018515734] Predicted: 0.29871138158879185 Movie Vector: [0.7119014065231902, -1.3447979235418546] User Vector: [0.8613057522919387, 0.2638803103443458] Predicted: 0.25829908308848926 Movie Vector: [0.4344073937164048, -0.1249739676409492] User Vector: [0.38627056636204943, -0.237663147060501] Predicted: 0.1975004964528827 Movie Vector: [1.1822129123110279, -0.22470998130402994] User Vector: [0.9639447213273022, -0.7396958984971328] Predicted: 1.3058049478291505 Movie Vector: [1.0474430160416928, -0.5475646423754518] User Vector: [0.7201107009558073, 1.091983685620831] Predicted: 0.15634326819625033 Movie Vector: [0.6839971749136569, -1.6348437233040891] User Vector: [1.2240743630392132, -0.6509253532147473] Predicted: 1.9014246342456826 Movie Vector: [1.3877359088432302, -0.5382412388264712] User Vector: [1.1394813489818456, 0.48849740322296475] Predicted: 1.3183697379649888 Movie Vector: [1.4762990784547494, 0.5114414427582326] User Vector: [2.0487938499913203, -0.2952077398409674] Predicted: 2.873651000308283 Movie Vector: [0.9613966859441258, -0.7388068397330988] User Vector: [0.8386158498601467, -0.1592759126795274] Predicted: 0.9239166325281283 Movie Vector: [-0.18477598605915874, -0.5531918575703688] User Vector: [0.12371690550795311, -0.38070651202032035] Predicted: 0.18774382936623715 Movie Vector: [1.5524889144688112, 0.20812911420391578] User Vector: [1.2057279413010042, -0.6549392580027378] Predicted: 1.735567335109631 Movie Vector: [1.0211126811963727, 0.737369470657337] User Vector: [-0.17830785649054615, -0.32759123309496047] Predicted: -0.42362818755865495 Movie Vector: [1.4113332413666475, -0.37837615562843263] User Vector: [0.37542178488341527, -0.10077948679385582] Predicted: 0.5679777993184283 Movie Vector: [1.7640692197453463, 0.14163847533501878] User Vector: [0.6139200626104844, 0.6430226535706756] Predicted: 1.1740742340929198 Movie Vector: [-0.6565700287576727, -0.6047823180696648] User Vector: [-0.4704165772103945, -1.0805517973033338] Predicted: 0.9623600463945674 Movie Vector: [0.8838195977326355, 0.7140422184173447] User Vector: [1.4907089437914083, -0.9916934678225872] Predicted: 0.6094067752841347 Movie Vector: [0.9574504519927906, -0.09188050513444532] User Vector: [0.5117390385686105, 0.06438242109271618] Predicted: 0.48404928440809486 Movie Vector: [0.05944716692313287, 1.9041548209575159] User Vector: [-0.08092735028559833, -0.47864258405647814] Predicted: -0.9162204856477807 Movie Vector: [0.5752845700838773, 0.010823899892654434] User Vector: [0.2318967348083043, 0.324658948951907] Predicted: 0.13692068935076013 Movie Vector: [1.833474532955207, 0.16624699128739506] User Vector: [0.39751329457537427, 0.035116931926643245] Predicted: 0.7346685863911186 Movie Vector: [0.2990590539176703, -0.016103844533289648] User Vector: [-0.17911658235004424, -1.0006843176053393] Predicted: -0.037451570980953294 Movie Vector: [0.8045223890147515, 0.23347299303708752] User Vector: [0.04430092542326683, 0.04468213552094051] Predicted: 0.046073158272453715 Movie Vector: [2.5267262288794363, -0.65022405102081] User Vector: [0.545180188150309, -0.5335293374562198] Predicted: 1.7244346880040438 Movie Vector: [-0.298891235499933, -0.7555513416745346] User Vector: [0.34236034800913884, -1.850181145775856] Predicted: 1.295578339629237 Movie Vector: [-0.47758838226616107, -0.2553263851324147] User Vector: [1.0814720775177116, -0.16403979644262132] Predicted: -0.4746148117241566 Movie Vector: [1.3451703350675641, 0.6447492486979397] User Vector: [0.6580010991690952, 0.04616468424184276] Predicted: 0.9148882045254231 Movie Vector: [0.8964132006323144, -0.32842152012424786] User Vector: [1.6653310989868289, -0.8506153661370945] Predicted: 1.7721851721431012 Movie Vector: [0.32532856624453577, -0.12126291130320814] User Vector: [-1.5319058521510074, 0.0606022822286138] Predicted: -0.5057215436765614 Movie Vector: [0.12536168637758174, -0.4193014356046534] User Vector: [0.4653517125208687, -0.35161753682656177] Predicted: 0.20577101341546117 Movie Vector: [-0.005749967742181249, -0.02673439950760175] User Vector: [0.27603355809560814, -1.0563377911799474] Predicted: 0.02665337246957305 Movie Vector: [0.9473869244025336, -0.6464657217925164] User Vector: [-0.27963061267102896, 0.2036417978130841] Predicted: -0.39656582791756334 Movie Vector: [0.3286102739811419, -0.33403595200471775] User Vector: [0.48111472912561987, -0.40434062697329826] Predicted: 0.2931635492195429 Movie Vector: [0.18007097812258524, 0.5530229838175539] User Vector: [0.3598604576651837, -0.17503978000012488] Predicted: -0.032000596823026445 Movie Vector: [1.5901312900813875, -0.10732452773367059] User Vector: [0.7467360336623068, -0.46125594952822047] Predicted: 1.2369124095051642 Movie Vector: [0.4466510918599764, 0.8703196929593008] User Vector: [0.2874533955914717, -0.22887968545503695] Predicted: -0.07080712457006055 Movie Vector: [1.6339072967801263, 0.2797492543472394] User Vector: [1.7551980168983188, -0.8835401710914992] Predicted: 2.620661143055491 Movie Vector: [-0.4712540107571944, 0.20416601180697566] User Vector: [-0.9575226630810926, 0.5811694978113168] Predicted: 0.5698914539198741 Movie Vector: [0.7472080856819785, -0.2562866560194831] User Vector: [1.1058842481205013, -0.5091806173440949] Predicted: 0.956821849753028 Movie Vector: [1.6808907215706432, 0.03074738673799421] User Vector: [-0.3759620831303298, 1.5279652711545122] Predicted: -0.5849702380817303 Movie Vector: [0.07771037636222901, -0.1293340930763588] User Vector: [-0.013231261654272741, 0.45487183960522404] Predicted: -0.059858643164217254 Movie Vector: [1.7182155223615363, 0.4590416366180579] User Vector: [0.09530053220080328, 1.3340711422564497] Predicted: 0.7761410542230582 Movie Vector: [-1.0598331267128727, 2.491323142208286] User Vector: [1.6476081699904168, -0.7713806859741402] Predicted: -3.667948272818496 Movie Vector: [1.8710351485351069, -0.09281693079543434] User Vector: [0.9450610102965219, 0.08078071803578227] Predicted: 1.7607445494593583 Movie Vector: [0.47529397663856277, 1.0188707053897408] User Vector: [0.7218842369135919, -0.7418810220606263] Predicted: -0.4127736106268167 Movie Vector: [0.6238590090833507, -1.2365552714218881] User Vector: [0.18676788545553868, 0.030111774963147014] Predicted: 0.07928195388633605 Movie Vector: [1.7363296426078514, 0.7126134114015825] User Vector: [-1.1733181291255772, 0.5189747007383435] Predicted: -1.6674387158856598 Movie Vector: [0.31443187951919005, -0.35774685075601004] User Vector: [0.24973929328395078, 0.049102171564143565] Predicted: 0.06095984813471321 Movie Vector: [0.5388274764377143, 0.11302344163069777] User Vector: [0.6068009827175204, -0.14445491965019963] Predicted: 0.3106342500382552 Movie Vector: [1.9609387323991834, 0.1391915725999222] User Vector: [0.5444642073154949, -0.4222937987368165] Predicted: 1.0088812145846002 Movie Vector: [0.5282939141324206, -0.07349893174464046] User Vector: [0.7502920034233111, -0.005788757691690988] Predicted: 0.3968001667372244 Movie Vector: [0.7701809443469858, 0.13939436455315582] User Vector: [0.43681557176851765, -0.5980088637487831] Predicted: 0.2530679640107291 Movie Vector: [0.37533682083472686, -0.209136466552018] User Vector: [-0.19791303741113897, -0.5017817673588463] Predicted: 0.030656815542014576 Movie Vector: [0.8981220517149983, 0.36988525931665944] User Vector: [0.1724297183872398, 0.06780205235192878] Predicted: 0.17994191217098207 Movie Vector: [-0.9965767666409798, 0.9415276406360151] User Vector: [1.504678157117532, -0.3879948491239157] Predicted: -1.8648351675300654 Movie Vector: [-0.22308477169328406, -0.6320321342404096] User Vector: [0.26991880349893377, -0.46121129897773727] Predicted: 0.23128558697440688 Movie Vector: [1.63655862075919, -0.7579349970502736] User Vector:
avg loss: 14.187816052619956: 37%|████████████████▌ | 25816/70000 [00:41<01:08, 641.84it/s]
[0.8453797954375213, 0.5183084471129416] Predicted: 0.9906694807052369 Movie Vector: [0.663202813647757, -0.4320953172858594] User Vector: [1.0714380234353502, 0.30146771108653564] Predicted: 0.5803179255181373 Movie Vector: [1.5904034890413237, 0.6404024692871811] User Vector: [-0.021226973681253987, 0.04889211123614317] Predicted: -0.0024488242401650706 Movie Vector: [0.4979692464433405, -0.2635035310306996] User Vector: [1.0614378504511852, -0.7735244792629983] Predicted: 0.7323898381600991 Movie Vector: [0.4651631684680405, -1.0326331450407766] User Vector: [1.7482031556102415, 1.4771489538169964] Predicted: -0.712153250884251 Movie Vector: [1.8110141313450565, 0.6334865984306682] User Vector: [0.37632615274088566, -0.12447134350728944] Predicted: 0.602681052607934 Movie Vector: [0.8373402425462029, -0.9785007122739894] User Vector: [1.1945637862220848, -1.1077290015783865] Predicted: 2.084169947543117 Movie Vector: [-0.29433482923767207, -0.6056586160819869] User Vector: [1.133598664749488, 0.07142788121740642] Predicted: -0.37691848110089654 Movie Vector: [0.07192983260768179, -1.3268598652654693] User Vector: [-1.302636612739909, 1.4691295611042308] Predicted: -2.043027485007297 Movie Vector: [0.04977702901959097, 0.2869764087444062] User Vector: [0.47332661097390727, 0.09463528359956462] Predicted: 0.05071888627810429 Movie Vector: [0.18773376556010246, -0.35944571400400704] User Vector: [0.04935299787263847, -0.1213445827567828] Predicted: 0.05288201432184026 Movie Vector: [0.8817713214409519, -1.2610158129594007] User Vector: [-0.5802601812542704, 0.4244739783651973] Predicted: -1.0469251857124446 Movie Vector: [1.2415939400372098, -0.32895237126953325] User Vector: [1.011770879754833, -0.5556166008043454] Predicted: 1.4389799913610242 Movie Vector: [0.8894314971927472, -0.21525867099530116] User Vector: [0.28459613558189556, 0.6717557441702422] Predicted: 0.10852751824232959 Movie Vector: [-1.2916885524670358, 0.5774044206045387] User Vector: [-0.23438958416160718, -0.874081686988564] Predicted: -0.2019402873576127 Movie Vector: [-0.10543623408456754, 0.4312883472689027] User Vector: [0.8064228695443241, 0.5193295338493807] Predicted: 0.13895458589740506 Movie Vector: [1.9852767143910928, -0.23023564589670442] User Vector: [-0.21224490372229166, 0.6079751803642621] Predicted: -0.5613424234483763 Movie Vector: [0.5178852828598921, -0.17633593920057677] User Vector: [-0.580415791893731, 0.1565602185357392] Predicted: -0.32819598973818026 Movie Vector: [-0.2273597490795896, -0.6398270526998447] User Vector: [0.9696750939949021, 0.5278652127026809] Predicted: -0.5582075293257415 Movie Vector: [0.6208615496327305, -0.7901073283030675] User Vector: [1.025016439375035, 0.8410986236547086] Predicted: -0.02816489142580103 Movie Vector: [0.24455317876336785, -1.6044471742941004] User Vector: [0.31462554459068, -0.7931939818325561] Predicted: 1.3495805198681372 Movie Vector: [0.6692351193316048, -1.0747911367222425] User Vector: [1.2497869008571953, -0.7423577360168278] Predicted: 1.6342808006823186 Movie Vector: [1.5864025545487888, 0.4147612121279137] User Vector: [1.1487855782882603, -0.037637865088619826] Predicted: 1.806825649479241 Movie Vector: [-0.2702129474615934, 0.9713388387665434] User Vector: [-0.5376602130858116, -1.170414857265481] Predicted: -0.9915866574206162 Movie Vector: [0.83360657611916, -0.6017356492150119] User Vector: [1.329597108987075, -0.023840063033718106] Predicted: 1.1227063094475704 Movie Vector: [1.0033273927416733, -0.1543958250075353] User Vector: [0.7620404853425654, 0.07420107884716766] Predicted: 0.7531197565372978 Movie Vector: [1.5249106756800166, -0.6847576341447567] User Vector: [0.8844807379397528, 0.12537022686466628] Predicted: 1.2629058997776277 Movie Vector: [0.29074467379804253, -0.4755885101146462] User Vector: [0.9238251424955796, -0.8325342685372359] Predicted: 0.6645409720943183 Movie Vector: [1.5252409539236689, -0.47929261495310127] User Vector: [0.04869883352206075, 0.0288074684308971] Predicted: 0.0604702484217343 Movie Vector: [0.33768941122312135, 0.13072830527612317] User Vector: [-0.34919539058834115, -0.5780789405511663] Predicted: -0.19349086606367555 Movie Vector: [0.8044977065894143, 0.4728654598410919] User Vector: [0.12722884163749945, 0.11243024774748747] Predicted: 0.15551969211055966 Movie Vector: [1.2669747278423924, -0.04517959151888648] User Vector: [0.6413190295719015, 0.22723419230628322] Predicted: 0.8022686549644851 Movie Vector: [-1.2508047518331114, -1.4842755639354006] User Vector: [0.9272535725119154, -0.5712380187007825] Predicted: -0.31193854230368745 Movie Vector: [0.15175155648641186, -0.34688249888217254] User Vector: [0.4087059130179035, -0.11314501322589404] Predicted: 0.1012697833695215 Movie Vector: [-0.053908923187570804, -0.35740156104954135] User Vector: [-0.14416230934587448, 1.3897275953782708] Predicted: -0.4889191771607498 Movie Vector: [1.213181415779982, -0.35972319135090824] User Vector: [0.6626064472336501, -0.4269033024205035] Predicted: 0.9574288461048092 Movie Vector: [0.31893514331187883, 0.09968136818260191] User Vector: [-0.4424187434980372, 0.6649513093378354] Predicted: -0.07481962907179987 Movie Vector: [1.2127413567645118, 0.145296592153285] User Vector: [0.44952545339253597, 0.2413319772799379] Predicted: 0.5802228221238354 Movie Vector: [0.7533402351235639, -0.8962930866306126] User Vector: [0.24813106677140867, -1.2188680394845173] Predicted: 1.279390113488015 Movie Vector: [1.2740853524776814, -0.39896230804711047] User Vector: [-0.04598669043523991, -0.35987647965387726] Predicted: 0.08498618224211521 Movie Vector: [1.724291803832521, 0.3697236658014432] User Vector: [1.9420585805232626, -0.01608794844495473] Predicted: 3.3427275976845885 Movie Vector: [0.30333738876302097, -1.212948440058897] User Vector: [2.2684272653438082, 0.03298097826730959] Predicted: 0.6480945771272817 Movie Vector: [0.7082192119011677, 0.7639100095209322] User Vector: [1.7673850368901394, -0.8684690004674988] Predicted: 0.5882638755364891 Movie Vector: [0.0050911421921198685, -0.010510543856176328] User Vector: [0.9412976344703385, -0.8611150721602726] Predicted: 0.013843067833349553 Movie Vector: [0.6489862940952522, -0.0590056435121466] User Vector: [1.6923976388559154, -0.06687839364836796] Predicted: 1.1022890744309364 Movie Vector: [0.6019703658818996, -1.2119494685057175] User Vector: [0.28121226903185864, 1.3249194858126647] Predicted: -1.4364540141639404 Movie Vector: [0.9527811322539889, 0.4168022253867486] User Vector: [0.9716959858430354, -0.2615443270960123] Predicted: 0.8168013440272855 Movie Vector: [1.061980487058427, -1.493735881466411] User Vector: [0.6821268591690891, -0.17619863758544] Predicted: 0.9875996413628922 Movie Vector: [2.399081127320358, 0.3075758375402135] User Vector: [0.29514755111303514, -0.44645286941893225] Predicted: 0.5707648044163437 Movie Vector: [-0.34468963334223074, 0.094909780337497] User Vector: [1.1793449228910866, -0.7011917399352917] Predicted: -0.4730579230670759 Movie Vector: [0.7022301095858846, -0.8395109536927563] User Vector: [1.3705831722018278, -0.21705439100052126] Predicted: 1.144684310003907 Movie Vector: [-0.39469713732022904, 0.13455513355744708] User Vector: [0.8303779780929054, -2.056971133579463] Predicted: -0.6045238364496275 Movie Vector: [0.4158099510407404, 1.4504906090216494] User Vector: [-0.474553760356997, 0.44135264092603366] Predicted: 0.44285368506987366 Movie Vector: [1.211420146679547, 0.20534432604106395] User Vector: [1.2290725473435755, -1.1480553177176809] Predicted: 1.253176600108162 Movie Vector: [1.0837336784025084, -0.704485871797868] User Vector: [0.6282646638547646, -0.9260351445968424] Predicted: 1.3332502513264108 Movie Vector: [1.0958018691522127, -0.8192169998840599] User Vector: [1.2246382906503912, 0.5792841908712567] Predicted: 0.8674014710042532 Movie Vector: [0.05256097076944613, -1.096677575017072] User Vector: [1.2487578230994432, -0.8961950848201895] Predicted: 1.0484729758008717 Movie Vector: [-0.3306653252054922, -0.8352280990919273] User Vector: [0.3588379859395123, 0.5353299077441956] Predicted: -0.565777860549014 Movie Vector: [2.446437006969245, -0.22906420219226642] User Vector: [1.0609046642392272, -0.13730025684295524] Predicted: 2.626887005255652 Movie Vector: [0.6873877048590484, 0.9492005397073999] User Vector: [0.5819466062492424, -0.14047841950036838] Predicted: 0.26668075041318695 Movie Vector: [-0.6935750073169589, -0.0496315404895572] User Vector: [0.9415235644027817, -0.8615814992160801] Predicted: -0.6102555960063523 Movie Vector: [-0.7087975333424399, 0.4988973383598137] User Vector: [1.1942142277326506, 0.5439912924440703] Predicted: -0.5750602910080879 Movie Vector: [1.3592844287843298, -0.818146655997225] User Vector: [0.768668308757555, -0.9005252582147121] Predicted: 1.7816005916435342 Movie Vector: [-0.5459397943344774, -0.3943976478512129] User Vector: [-0.02542133353727629, -0.1654525897224534] Predicted: 0.07913262982047616 Movie Vector: [-0.019013923311856862, 0.6211992222277793] User Vector: [0.6974273050208237, 0.01898666959698392] Predicted: -0.0014663249069187118 Movie Vector: [1.5262161067822189, 0.38699757127360607] User Vector: [-0.7032234613577246, 0.22333218060810786] Predicted: -0.9868419619087265 Movie Vector: [0.7641300924986132, -0.035151558511040834] User Vector: [0.3366081469079061, 0.4847632252780829] Predicted: 0.24017223155516168 Movie Vector: [0.6170054418284944, -0.8859051463376778] User Vector: [1.0623078205839862, -1.0570417548784252] Predicted: 1.5918884367378943 Movie Vector: [0.2552943488581265, -0.2850007538213043] User Vector: [0.04142529968867224, -0.3367310304747243] Predicted: 0.10654424243059335 Movie Vector: [1.110171848975523, -0.6710989988744503] User Vector: [1.148939439365106, -1.4497946761263776] Predicted: 2.2484759774827805 Movie Vector: [0.8518825310723073, -0.3749402458045679] User Vector: [-0.16703986597863896, -0.003550053551966803] Predicted: -0.14096728586846813 Movie Vector: [1.1420503537599207, 1.452202022601384] User Vector: [-0.5022000192963775, -0.018967384581986213] Predicted: -0.6010821839490855 Movie Vector: [2.322297797180387, 0.9458359564402846] User Vector: [0.9618223043838904, 0.357071512448821] Predicted: 2.571368894244282 Movie Vector: [0.23302646256576456, -0.5458885138390419] User Vector: [0.46299894336829783, -0.28434352540793467] Predicted: 0.2631108704494925 Movie Vector: [0.11884520848547275, -0.44034207117939655] User Vector: [0.05912993319456055, 0.022639445617987114] Predicted: -0.0029417911355381337 Movie Vector: [1.1308558770786277, -0.7739419698012544] User Vector: [1.5518846264913777, -0.20058104265141644] Predicted: 1.910195937670172 Movie Vector: [0.9632486912623579, -0.9413419225758338] User Vector: [1.5292613861869735, 0.08676533702772436] Predicted: 1.3913831796720433 Movie Vector: [-0.6283763515428964, -0.23355103428552915] User Vector: [-0.5687601880067841, 0.149504062040779] Predicted: 0.3224786235230429 Movie Vector: [-1.3381421456646343, -1.9353316034901005] User Vector: [0.8912660777475792, -0.8651778751776077] Predicted: 0.48176538283638926 Movie Vector: [1.3842934401996432, 0.8683238519536428] User Vector: [1.9731537883143968, 1.4697121211943223] Predicted: 4.007609936007108 Movie Vector: [0.34652731124328745, 1.1076304530956693] User Vector: [0.8966494808522119, -0.39729494422893874] Predicted: -0.12934244536151157 Movie Vector: [0.13294569644878704, -0.8941909237006764] User Vector: [1.2931774186008695, -0.37038678856918167] Predicted: 0.5031188771449409 Movie Vector: [0.2021204850138412, -0.568025353389141] User Vector: [0.7095487414795565, -0.9788742188361861] Predicted: 0.6994397098467525 Movie Vector: [0.2903866493181219, -1.5447226651053894] User Vector: [1.3140977069333157, -0.5110963598284568] Predicted: 1.1710985610728697 Movie Vector: [1.3276758839795306, 1.1928116019968653] User Vector: [0.6512201916101602, -0.6818083006677621] Predicted: 0.051340492187065045 Movie Vector: [0.16443453480445103, 0.9804306036573573] User Vector: [1.0707232634839288, 0.39036980960136386] Predicted: 0.5587943898123563 Movie Vector: [1.3836177393668867, 0.8678205532700406] User Vector: [0.3403605868927081, -1.3285989119559987] Predicted: -0.6820564970415531 Movie Vector: [0.19145517805286594, 0.3816713653038622] User Vector: [1.3242987150129861, -1.131913805398321] Predicted: -0.17847524123467456 Movie Vector: [1.374799141051224, -1.0209850461516936] User Vector: [1.4612947046649885, -0.36070617464910726] Predicted: 2.3772623151674477 Movie Vector: [1.8042926882758688, -1.087645807385659] User Vector: [0.4655502054102483, -0.928049926266201] Predicted: 1.849378442995043 Movie Vector: [-0.38100482701787425, 0.06213833358034309] User Vector: [-2.0411806509854626, -0.6985722641907081] Predicted: 0.7342915644586903 Movie Vector: [0.5000119539892032, -0.14546986347698315] User Vector: [0.0826983273879, -0.1851894416746893] Predicted: 0.0682896350666585 Movie Vector: [1.0714854440967343, -0.6657386641241115] User Vector: [-0.8842357389709553, 0.12558860048875026] Predicted: -1.0310549105760956 Movie Vector: [0.315108970248865, 0.19075116075111792] User Vector: [1.4896160530727747, -0.5208934645731181] Predicted: 0.370030347554947 Movie Vector: [2.2443150029251036, 0.1715150705555538] User Vector: [1.1436513216321738, 0.254418712869849] Predicted: 2.610350462742736 Movie Vector: [0.31864336444329655, -0.40523597005281375] User Vector: [0.43366977899267756, 0.6941054354810876] Predicted: -0.14309049203050164 Movie Vector: [-0.22722354522379345, -1.546814246159749] User Vector: [-0.6406517493731779, -0.42725708552784525] Predicted: 0.806458508413564 Movie Vector: [-0.2730861806450722, -0.7493290601013474] User Vector: [0.5298795047837759, -0.14218935127521604] Predicted: -0.03815615721602565 Movie Vector: [-0.3142424295237856, -0.03642502683469301] User Vector: [0.8600598565319739, -0.9103108876454775] Predicted: -0.2371092003420862 Movie Vector: [1.180940571774969, -1.1892295005378928] User Vector: [0.9224412856203249, 0.11809815831304274] Predicted: 0.9489025254442391 Movie Vector: [-0.7107040028585364, -0.01423358856041021] User Vector: [0.7604073179374347, -0.41720947939300035] Predicted: -0.5344861365878757 Movie Vector: [0.7219133030293001, -0.43029427991459523] User Vector: [-0.6733059012523678, -0.6495487818978122] Predicted: -0.20657136174609508 Movie Vector: [0.523395149818427, 0.14050581517958827] User Vector: [1.6170594141581873, 0.1388321146237329] Predicted: 0.8658677737769359 Movie Vector: [0.7128871733383348, 0.0305893854594914] User Vector: [0.509963749120494, 0.36893838191249456] Predicted: 0.37483221399065103 Movie Vector: [0.4384183194082236, -0.9225852098428026] User Vector: [0.5768906444209065, 0.4985543998050001] Predicted: -0.20703948875280753 Movie Vector: [1.8281425646449592, 0.08842208255970263] User Vector: [1.1830036552378924, 0.25742609742420686] Predicted: 2.185461487910427 Movie Vector: [0.605161813547532, 0.05265249428191441] User Vector: [0.6817523264208349, -0.06621981859113245] Predicted: 0.4090838356273625 Movie Vector: [0.5104691665040278, 0.4692388833919059] User Vector: [1.1409852385979626, -0.6906294576444826] Predicted: 0.2583675881978468 Movie Vector: [0.9450225764194498, 0.29710284048389696] User Vector: [1.3920899655448309, -0.5784569014026748] Predicted: 1.143695257342591 Movie Vector: [0.11911995262141054, -0.9051459947329148] User Vector: [0.8951359602179937, -0.3018516075911602] Predicted: 0.37984832678571834 Movie Vector: [0.29662749573552294, 0.15998401534373569] User Vector: [1.6992752298194138, -0.3822722666179663] Predicted: 0.4428943038186446 Movie Vector: [0.5455854099658751, 0.9857892240847832] User Vector: [-0.1633080844178383, -0.3852263829495226] Predicted: -0.4688505253326455 Movie Vector: [0.8126190498585287, 1.02727553000698] User Vector: [1.2204665889467183, 0.6336212062508095] Predicted: 1.642677960368924 Movie Vector: [1.4273826654749064, -0.28473065784117] User Vector: [0.9853059953039122, -0.21545172155580833] Predicted: 1.4677544082969018 Movie Vector: [0.8247667482820897, -0.9408800490999771] User Vector: [-0.008297069812842534, -0.07341774169341572] Predicted: 0.062234141119502796 Movie Vector: [0.7406488135029142, -1.3359905114756763] User Vector: [0.630972533542714, -0.32520244295846235] Predicted: 0.9017964364225544 Movie Vector: [0.7224566047793481, -0.4863162347598957] User Vector: [0.6180959144600155, -0.568233952273592] Predicted: 0.7228888719211968 Movie Vector: [0.7454534367621163, 0.3813093508740594] User Vector: [1.1328833964733749, 0.5015662297817454] Predicted: 1.0357637148502432 Movie Vector: [-1.0291566222689439, -1.6208227201118652] User Vector: [0.43762298291347423, -0.23635982521374188] Predicted: -0.06728521609438876 Movie Vector: [0.2755766696497648, -0.6693635154500599] User Vector: [0.64855733422007, -0.7502836941558779] Predicted: 0.6809398013463324 Movie Vector: [-0.18364441547255264, 0.5944645885497238] User Vector: [-1.2499390895482054, -0.36990704839476796] Predicted: 0.009647692150736298 Movie Vector: [-0.6490960693126102, -0.46471956140634957] User Vector: [0.6142248788792118, 0.5719105270741033] Predicted: -0.664468963860062 Movie Vector: [1.8715046563159892, 0.09785783872630488] User Vector: [1.3846964322209883, -1.8583413780756262] Predicted: 2.4096125496115732 Movie Vector: [1.5182264766294093, -0.38422063763155956] User Vector: [1.7200598461658345, -0.37106222564643] Predicted: 2.754010164774936 Movie Vector: [2.55973110598934, -0.24372650825857534] User Vector: [1.3620790335921342, 0.463894716946598] Predicted: 3.3734926315406906
avg loss: 14.170516320466097: 37%|████████████████▋ | 25946/70000 [00:42<01:12, 611.75it/s]
Movie Vector: [0.26651620021176364, -0.19791349569101527] User Vector: [1.2486431726995553, -0.8938029196702072] Predicted: 0.5096792940990129 Movie Vector: [0.6183084182884495, -0.4256898748485514] User Vector: [-0.10137178187866482, -0.5939956083898896] Predicted: 0.19017889008360234 Movie Vector: [1.158072965956982, -0.31835590550771176] User Vector: [1.6293353260328505, 0.14771474275611754] Predicted: 1.8398633328703868 Movie Vector: [-0.1555805368245018, -0.6383327717912977] User Vector: [0.12539777366138663, 1.4623807373798063] Predicted: -0.9529950024486894 Movie Vector: [2.5580198110350745, -0.6808488692314203] User Vector: [1.2785101592325987, -0.9159819831035534] Predicted: 3.8940996133590033 Movie Vector: [-0.5032690608578234, 1.4812686921437044] User Vector: [1.1985641478034994, 0.047182329956966626] Predicted: -0.5333105448552758 Movie Vector: [1.3165737337778887, 0.13546872497199886] User Vector: [1.0122371086691884, -1.103302173130791] Predicted: 1.183221850976264 Movie Vector: [-1.1030814431398583, -0.3506987540116179] User Vector: [0.7021177843703523, -0.8803796534663844] Predicted: -0.4657450513095672 Movie Vector: [1.6741931786089708, -0.33311103568607814] User Vector: [0.796600043966815, -0.05921364993096051] Predicted: 1.353387079944103 Movie Vector: [0.5711377001112468, -0.8868099899713427] User Vector: [0.9145414135287959, -0.4493060680212607] Predicted: 0.9207781892553228 Movie Vector: [2.257092965397562, 0.4896624045419579] User Vector: [2.1949355630699325, 0.6800093493072412] Predicted: 5.287148631998877 Movie Vector: [1.561677669024093, 0.24484558760862368] User Vector: [0.6026210858810387, 0.5770005986455436] Predicted: 1.082375943329364 Movie Vector: [0.5472808583388152, -0.2151196798686263] User Vector: [-0.12507275042620083, -0.825167353949698] Predicted: 0.10905981481165285 Movie Vector: [1.2098413481631534, 1.1665190379932335] User Vector: [0.08000063355416057, 0.2150906954796139] Predicted: 0.34769546552524677 Movie Vector: [0.9224516692980058, -0.7256183652391051] User Vector: [1.0937466819781163, -1.0064940310474217] Predicted: 1.7392590060114157 Movie Vector: [0.9071741015959162, 0.3891972230741638] User Vector: [0.7470785798838755, -0.23556883884839358] Predicted: 0.5860476016051077 Movie Vector: [0.6511267942757644, 0.8381671745601833] User Vector: [-0.3783453868786545, 0.20431229996694827] Predicted: -0.07510295569613246 Movie Vector: [0.16077198024849793, 0.639602820715272] User Vector: [0.38955642378978916, 0.4448701771712763] Predicted: 0.3471699778420586 Movie Vector: [1.1046716490640152, -0.807800735461734] User Vector: [0.8690884097524169, 0.24707832057244672] Predicted: 0.7604672777085524 Movie Vector: [0.8207832036479197, 0.48725671299889056] User Vector: [1.002937878812093, -0.2825466029405632] Predicted: 0.6855218362134173 Movie Vector: [0.31403862664289, 0.9581370669279176] User Vector: [0.8447511382128696, 0.13567524229450512] Predicted: 0.39527996600617943 Movie Vector: [1.8177425993347966, 0.6312611313874426] User Vector: [0.3435871149222245, -1.4843593721355046] Predicted: -0.31246544126314457 Movie Vector: [0.485918289424878, -0.026710739409761056] User Vector: [0.873564230673915, -0.536088607323562] Predicted: 0.43880015976258974 Movie Vector: [0.030821671657116453, -0.06219502088124648] User Vector: [0.5024935727834442, 1.1813100521148323] Predicted: -0.057983911448365705 Movie Vector: [0.9822863374350187, -0.35466515963793754] User Vector: [0.36321212201070463, 0.15762980296861376] Predicted: 0.30087250580833613 Movie Vector: [1.3684072148258357, 0.43711507431015517] User Vector: [-0.07261184070315908, -0.19954394049093613] Predicted: -0.1865862310758239 Movie Vector: [-0.05421255114370438, -0.10624824321441606] User Vector: [0.2835068809344031, -1.18082821645722] Predicted: 0.11009129225434339 Movie Vector: [0.1892588118197761, -0.30632709778165873] User Vector: [1.0830528087642997, -0.23701759570865982] Predicted: 0.27758219994142286 Movie Vector: [0.7895161022794689, -0.4567265783932411] User Vector: [1.2907004471486763, -0.9192265802358596] Predicted: 1.4388639970024348 Movie Vector: [0.26494371010759543, -0.954319681835675] User Vector: [0.5081218959303277, 1.1699526643799592] Predicted: -0.9818851541391963 Movie Vector: [-0.3518435363221194, 0.5446877307361586] User Vector: [1.0857056682601312, -0.9928797816238102] Predicted: -0.9228079568721004 Movie Vector: [0.653969299376602, 0.04791173619098388] User Vector: [-0.6549253102002118, -1.0266345359253064] Predicted: -0.4774888893054427 Movie Vector: [1.4432826799231215, -0.1699822560013155] User Vector: [0.9610413279179376, -0.19147459926050597] Predicted: 1.419601587623525 Movie Vector: [1.370685612300338, -0.13710216153095942] User Vector: [1.3639257387421557, -0.6337310115904258] Predicted: 1.9563992778582313 Movie Vector: [0.4064446878382659, -0.2980770119942416] User Vector: [1.5047488119418968, -0.6210190793744438] Predicted: 0.7967086727160747 Movie Vector: [-1.720323253272326, -0.49944429479887653] User Vector: [0.19933190918543148, 0.6358700084036543] Predicted: -0.6604969664217841 Movie Vector: [0.13795323979409377, 0.6254724757152945] User Vector: [1.5575298575820686, 0.4966083926216772] Predicted: 0.5254811707235533 Movie Vector: [-0.1267079322909961, -0.23356851235697013] User Vector: [0.3930524148218226, -1.1905933501891883] Predicted: 0.2282822588617339 Movie Vector: [1.6687392788347832, -0.19009830258148686] User Vector: [0.9936810983692456, -0.572186877861032] Predicted: 1.7669664337252329 Movie Vector: [0.38790422752635634, 0.05896794934842475] User Vector: [-1.3274111592437057, -1.3058515077934882] Predicted: -0.5919117859044253 Movie Vector: [-0.42364061630109245, -0.678393818188889] User Vector: [1.381573026341366, -0.683995518295603] Predicted: -0.12127211706357954 Movie Vector: [1.5707413681421882, -0.8243068225139504] User Vector: [0.09072124069973475, 1.320106081093638] Predicted: -0.9456728433513819 Movie Vector: [0.37718076995994276, -0.7538105623794346] User Vector: [-0.4195381647895329, -0.018382365336764767] Predicted: -0.14438490687052646 Movie Vector: [1.9401200542003512, -0.8546143058044221] User Vector: [0.7571471377335257, -0.661835238349154] Predicted: 2.0345702086758752 Movie Vector: [0.44809090715110494, 0.4870651066128734] User Vector: [-0.9489143425428389, 0.18857382380109522] Predicted: -0.3333521589646374 Movie Vector: [0.04882707706929037, 1.8413425920557158] User Vector: [0.30601557557373443, 0.3260534847248509] Predicted: 0.6153180148049977 Movie Vector: [-0.21759988361135904, 0.11137625901540268] User Vector: [1.1544864749498975, 0.7026895814720681] Predicted: -0.1729531857465279 Movie Vector: [0.8104111651872036, 0.23941244221283314] User Vector: [0.9388610506474614, 0.04266854260371711] Predicted: 0.7710788579945096 Movie Vector: [-0.08302990616466224, -0.07667469262300564] User Vector: [0.9550897499507023, -0.9960879472628075] Predicted: -0.002926275135381115 Movie Vector: [1.3244696140733665, 0.2641794244151577] User Vector: [1.0836062021852677, 0.6236900274179253] Predicted: 1.5999695608725693 Movie Vector: [1.8998808596687398, 0.27640877737762076] User Vector: [1.267155954121037, 1.1336401278766775] Predicted: 2.72079342518244 Movie Vector: [2.5029797880019875, 0.1567261846070416] User Vector: [1.2661152029797982, -0.5652646822455227] Predicted: 3.080468985399016 Movie Vector: [0.332449676413354, -0.47653113604451713] User Vector: [-0.33105907533458645, -0.5710579038284296] Predicted: 0.1620663891898747 Movie Vector: [0.3399855063573791, -0.29876494827781835] User Vector: [0.269924659027902, 0.11377353076039477] Predicted: 0.057778928844930064 Movie Vector: [1.0633654198349483, -0.41369712877098935] User Vector: [0.8062661551123831, 0.0632262695760335] Predicted: 0.8311990223432831 Movie Vector: [0.3985376327376752, -1.58678618416182] User Vector: [0.748238154623662, -0.025201432620134183] Predicted: 0.3381903479704348 Movie Vector: [0.5514820023470249, -0.11274322245160376] User Vector: [1.3468071546820755, 0.3671752213430753] Predicted: 0.7013433887807711 Movie Vector: [0.519753307987896, -0.39673266756084147] User Vector: [0.5314062621094148, 0.9490549119458329] Predicted: -0.10032092426113853 Movie Vector: [-0.41056432474644206, -0.025175610415200608] User Vector: [0.05326875116673787, -0.3691479302395806] Predicted: -0.012576724375568648 Movie Vector: [1.6176116926355995, -0.6814614301946373] User Vector: [0.6236308007291601, 0.03492845643181654] Predicted: 0.984990079272674 Movie Vector: [-0.956108960513962, -0.8450992133877043] User Vector: [1.1455457398688442, -0.8550092165286999] Predicted: -0.3726989302395566 Movie Vector: [-0.24182011650316232, -1.06397464171551] User Vector: [-0.5200150875293749, -0.9103540325816476] Predicted: 1.0943437147000838 Movie Vector: [-0.9589034648023015, 0.14892253234694558] User Vector: [-0.06294441365287878, 0.7877417706275558] Predicted: 0.17767011565901714 Movie Vector: [1.34910105209208, -1.1677002787477684] User Vector: [1.3434347844255448, 0.1852473211140258] Predicted: 1.596115932583474 Movie Vector: [0.3336577888534018, 0.4940713100829038] User Vector: [0.44858353615588686, -0.21737632540414756] Predicted: 0.042273984916378446 Movie Vector: [0.6434720420052629, 0.8511382712641642] User Vector: [1.2191937582835182, 1.0846759053070374] Predicted: 1.7077262721676902 Movie Vector: [-0.22263985361760572, -0.2916566341380481] User Vector: [0.6725140486328823, -1.0482580890075146] Predicted: 0.15600299660450584 Movie Vector: [1.6045211004139197, 0.8305489083060797] User Vector: [-0.24804871797141304, -0.1398589312498033] Predicted: -0.5141590845821329 Movie Vector: [-0.1359304764549694, 0.28867436983899575] User Vector: [1.9726797410121228, 1.4694147661917156] Predicted: 0.15603508457366527 Movie Vector: [1.9365098253917474, -0.6736632997676417] User Vector: [-0.12478194223252534, -1.0036101497637786] Predicted: 0.43445386800541347 Movie Vector: [1.9706038285940741, -0.0351388875540006] User Vector: [0.38848347313280396, -1.5443219563126556] Predicted: 0.8198127750710713 Movie Vector: [1.198986340419185, 1.5320974781722867] User Vector: [-0.5028527244235889, 0.13015059307950583] Predicted: -0.40351015238671734 Movie Vector: [0.844028305108384, -0.3955965791074295] User Vector: [1.2323199021496682, 0.5524293253994957] Predicted: 0.8215737270360485 Movie Vector: [0.7988909240998661, 0.6049117816077649] User Vector: [1.3053521609389258, 0.003296099252722978] Predicted: 1.0448278433995764 Movie Vector: [0.5699788741095271, -0.3070332725183724] User Vector: [-0.9860330566027165, -0.11969517136364377] Predicted: -0.525267611268765 Movie Vector: [1.0614449244767008, -0.07879685230721173] User Vector: [0.23268769023036684, -0.16219743614786428] Predicted: 0.25976581520398134 Movie Vector: [-0.25974595020800567, -0.8431627460218093] User Vector: [0.9984933309181581, -1.6196624476132666] Predicted: 1.1062844379423131 Movie Vector: [0.7680795423993659, 0.5551158782136421] User Vector: [0.9600128377648371, 0.741405021404178] Predicted: 1.1489319206967172 Movie Vector: [0.4309570948666279, -0.15288810008383366] User Vector: [0.03379805693337848, 0.5269081020020014] Predicted: -0.06599246620571916 Movie Vector: [0.8910925748048378, 1.4876614719457542] User Vector: [-1.1815032378708574, 0.14088370377518805] Predicted: -0.8432415042432293 Movie Vector: [0.9304871921236154, 0.2572801067479296] User Vector: [1.5853072041878948, 0.622549369261878] Predicted: 1.6352776172576857 Movie Vector: [0.6966514546031964, 0.4717971045565793] User Vector: [0.5006108419755602, -0.6503845340500242] Predicted: 0.04190173123922353 Movie Vector: [0.7605378954009699, -0.6754929887960687] User Vector: [0.5784833877781017, 0.03490175270258304] Predicted: 0.41638264901789157 Movie Vector: [1.518053945538511, -0.644306273012094] User Vector: [0.6902153830214124, -0.5708524834590634] Predicted: 1.4155880215242367 Movie Vector: [1.542970996290974, 0.7958447104720825] User Vector: [1.8677719043332768, 1.2117138088782988] Predicted: 3.8462539014751793 Movie Vector: [0.44046490072349553, 0.16883604380577483] User Vector: [1.1045715885293577, -0.6841939941920527] Predicted: 0.3710084079085198 Movie Vector: [2.4928754034559657, -0.43975052620606103] User Vector: [0.06380840703965593, -0.394257304624243] Predicted: 0.33244126561195897 Movie Vector: [1.8460166289845803, -0.5504821222355675] User Vector: [1.1377260271766354, -0.09869764987028923] Predicted: 2.1545924571568915 Movie Vector: [1.6671488576156757, 0.23133164426129904] User Vector: [0.9358412587115175, 1.0007580959589284] Predicted: 1.7916937012165082 Movie Vector: [-1.0403315989742357, 0.7861850443310812] User Vector: [0.2748660680818681, -0.3265774916486735] Predicted: -0.5427021958607167 Movie Vector: [0.8376048306132523, -1.56714254162039] User Vector: [0.6653631558620721, -0.3989891244857513] Predicted: 1.1825842240876443 Movie Vector: [-0.4733289049611062, 0.6071085029191197] User Vector: [1.84424674047229, -0.7855632790064584] Predicted: -1.349857436411684 Movie Vector: [-0.28510200512777994, -0.6811223224340922] User Vector: [1.5928707296390865, -1.006639755098312] Predicted: 0.23151416891759463 Movie Vector: [0.3688165294201856, -0.6128702027620561] User Vector: [-1.1282914338913803, -0.6845297172559339] Predicted: 0.0033953357889534574 Movie Vector: [0.7886118715003194, -1.172652096969501] User Vector: [0.889345145023455, 0.03465205593075998] Predicted: 0.6607133331751597 Movie Vector: [0.8022841383202173, -1.1538205844208083] User Vector: [0.8527476433551578, 0.5110644298566882] Predicted: 0.09446924911985755 Movie Vector: [0.1924362045759349, -0.2405478785497494] User Vector: [-0.3401928960249546, 1.2362701027323133] Predicted: -0.3628475802614766 Movie Vector: [0.3292515325039883, -0.530129606842323] User Vector: [1.558706908304346, 0.6151943760686598] Predicted: 0.1870738855668727 Movie Vector: [0.5612072903563732, 0.34559975286970446] User Vector: [0.556183467272209, 0.04384026506822278] Predicted: 0.3272854013821691 Movie Vector: [0.8965694699422697, 0.4482135876716759] User Vector: [1.1622941832324716, -0.18794497276291694] Predicted: 0.957837989250798 Movie Vector: [-0.3284674744317811, -0.15627559650601416] User Vector: [1.4608121614467993, -0.32492248691063425] Predicted: -0.4290518258294845 Movie Vector: [1.9734880671811401, 0.6695794042481055] User Vector: [0.8634865276839948, 0.05859017704745265] Predicted: 1.7433111343982652 Movie Vector: [0.54763339688791, -0.8282004977156034] User Vector: [1.412836210452003, 0.9052363665782999] Predicted: 0.023999083825660072 Movie Vector: [0.09339676250656428, 1.055182695597445] User Vector: [0.7699477914299225, 0.44566116210848833] Predicted: 0.5421645773753588 Movie Vector: [0.8549985458407836, 0.6050534570081866] User Vector: [0.3948114702338369, 0.17352517395855366] Predicted: 0.44255523931276225 Movie Vector: [-0.39705196679645977, -0.3419623782663008] User Vector: [1.0170937543016987, 0.2708901287565309] Predicted: -0.4964733082403324 Movie Vector: [1.4603519439697266, -0.24733543395996094] User Vector: [1.2121899710547843, -0.26070995905000716] Predicted: 1.8347067915497781 Movie Vector: [1.4815075504169999, -1.047324963775664] User Vector: [0.1921212985737281, -0.4016197086884197] Predicted: 0.7052555012865889 Movie Vector: [-0.3942956566950731, 0.3880609327618267] User Vector: [0.7715578037308299, -0.5976772698796615] Predicted: -0.5361570897402994 Movie Vector: [-0.16018786877988012, 0.36941827889544937] User Vector: [0.33678906919074625, 0.1930532373148203] Predicted: 0.017367871442010428 Movie Vector: [1.742852873965417, 0.2249076963126337] User Vector: [0.8713332005797388, -0.25404637526678886] Predicted: 1.4614685877940548 Movie Vector: [1.4433909900371855, 1.0716613046946761] User Vector: [0.9198048222594342, 0.3844114752061807] Predicted: 1.7395968961010828 Movie Vector: [0.514318894623671, -0.3177894766784125] User Vector: [0.6440206301892626, -1.0855842657154207] Predicted: 0.6762192343258038 Movie Vector: [1.0155051146475342, 0.43239986131012936] User Vector: [1.570751480908879, 0.5958013470040266] Predicted: 1.8527305825160847 Movie Vector: [0.3853788083200458, -0.05927687095430493] User Vector: [1.3664079855035283, -0.6653299265271682] Predicted: 0.5660233573291322 Movie Vector: [1.4553291767407912, 0.5878946707241741] User Vector: [-0.5362525208496403, 0.3708606998126974] Predicted: -0.5623969106923584 Movie Vector: [1.2441458592621226, -0.37404372068076164] User Vector: [0.6598905876263432, 0.32389354137534165] Predicted: 0.6998497968408628 Movie Vector: [-0.782247820401136, -0.9748652035346131] User Vector: [-1.118019085082044, 0.5618213713767518] Predicted: 0.32686788691500857 Movie Vector: [0.878335253207347, -0.8674001000620414] User Vector: [1.5382801760753286, 1.3249464187979187] Predicted: 0.201867051714808 Movie Vector: [2.029845817856575, 0.3926797788596302] User Vector: [1.3139995832660525, -0.34554647166585867] Predicted: 2.531527446678404 Movie Vector: [0.44236122151354673, -0.5064992576653767] User Vector: [1.2494922037743779, -0.5489862033271905] Predicted: 0.8307880019870428 Movie Vector: [1.9321602179656754, -0.07808352856334919] User Vector: [0.8631801451667491, -0.9136097164030822] Predicted: 1.739140207815543 Movie Vector: [1.555893315236122, 0.8042280426510485] User Vector: [0.7411969706520279, 0.8605086814456476] Predicted: 1.8452686244740222 Movie Vector: [0.8480467527862192, 0.6168734808166819] User Vector: [0.14327977344055487, -0.18069051025761523] Predicted: 0.010044762593050247 Movie Vector: [-0.2205651544783394, 1.1070992107648694]
avg loss: 14.15820957457793: 37%|█████████████████▏ | 26084/70000 [00:42<01:08, 640.48it/s]
User Vector: [0.48217286760109884, 0.14563605660077544] Predicted: 0.05488303029392608 Movie Vector: [1.1159721716096291, 0.08640431806520157] User Vector: [-0.5688796552333031, 0.6504759230851515] Predicted: -0.5786499356832413 Movie Vector: [0.30540367597893175, -0.8006331118445772] User Vector: [1.1096196409915673, 0.7334327364135571] Predicted: -0.2483286167862226 Movie Vector: [0.9291834933334885, -0.9708819297152756] User Vector: [1.7368659188027524, -0.37531537235677753] Predicted: 1.978254054850576 Movie Vector: [1.197061538696289, 1.5939044952392578] User Vector: [0.23020584642361075, 0.17295778974344567] Predicted: 0.5512487632954535 Movie Vector: [0.4371411138854858, -0.05647990329330349] User Vector: [1.0235960101865018, -0.8967280402374017] Predicted: 0.4981030130546685 Movie Vector: [0.48572117140049276, -0.8384514373776338] User Vector: [2.0571876510227054, -0.2922998346797648] Predicted: 1.24429881217787 Movie Vector: [1.4961149954091926, -0.19538135341280166] User Vector: [0.06203447614677547, -0.15653339936123395] Predicted: 0.12339441741704912 Movie Vector: [0.6122634165360776, 0.09554129653126525] User Vector: [0.6815091488924424, -0.651580229504396] Predicted: 0.3550102999804919 Movie Vector: [0.06925050384159832, -0.34648651707848904] User Vector: [0.975089249303094, 0.09645556123542032] Predicted: 0.03410487033945344 Movie Vector: [1.1266804345656263, -0.6908783391236519] User Vector: [1.8137886533562, 0.4242606686994438] Predicted: 1.7504476820270038 Movie Vector: [0.6129587085972821, -0.24575487656323733] User Vector: [0.6768868269982534, -0.6079944720196544] Predicted: 0.5643212817656822 Movie Vector: [0.8647559076683716, -0.12634537897669118] User Vector: [-0.09538260589164688, -0.08642344609167407] Predicted: -0.07156346888468147 Movie Vector: [0.8969783321500394, 0.045509782919823515] User Vector: [0.462963409659295, -0.19608300279036958] Predicted: 0.406344452151433 Movie Vector: [0.9264620824429803, -0.1278523248024106] User Vector: [0.4802550959017631, -0.2783552003775279] Predicted: 0.48052649574210843 Movie Vector: [0.4863732189423631, 0.8386916513648901] User Vector: [0.8426773213224023, 1.2484701989369522] Predicted: 1.45693721412759 Movie Vector: [-0.28641376740321356, -1.1420416264971904] User Vector: [1.0387459836449633, 0.7638022261364589] Predicted: -1.1698050872097672 Movie Vector: [1.2312789805666986, -0.2841776825346775] User Vector: [0.07189673025683885, -0.927486830263715] Predicted: 0.3520959907424958 Movie Vector: [1.0612752467513333, -0.6965791152532311] User Vector: [1.5418448957957056, -0.26886227756522907] Predicted: 1.823605669669227 Movie Vector: [0.47540657501359196, -0.404492467444234] User Vector: [1.0482886125204742, 0.6467031355349527] Predicted: 0.23677675190765318 Movie Vector: [1.560355150883562, -0.4221618348919649] User Vector: [1.0670023566204723, 0.4156689857910177] Predicted: 1.4894230414084353 Movie Vector: [1.2476442906565144, -0.4716470580734854] User Vector: [1.2190097009115837, 0.28057811042029407] Predicted: 1.3885566532576932 Movie Vector: [0.2673156102483537, 0.36936796249981096] User Vector: [2.6520977481998838, -0.2703017351223742] Predicted: 0.6091063268360216 Movie Vector: [-0.6094467139809208, -1.4371181066358598] User Vector: [-0.18472979937381293, 0.8066556537348093] Predicted: -1.0466764765997558 Movie Vector: [-0.029338333701890096, 0.41798918317071054] User Vector: [0.7959755639119792, -0.21526895775204352] Predicted: -0.11333269252538666 Movie Vector: [-0.00510488276580838, 0.2607685515797152] User Vector: [0.274017196570068, -1.1994265349480295] Predicted: -0.31417154590897994 Movie Vector: [1.2684353740051604, -0.7375570836953393] User Vector: [0.15630742485398325, 0.44778633869917145] Predicted: -0.13200211918512864 Movie Vector: [0.5921595787294722, 0.03127214967523749] User Vector: [1.337996692168557, -0.6382279075514137] Predicted: 0.7723487989240986 Movie Vector: [-0.0045858363253398135, -0.31294737148410817] User Vector: [1.3396906874476697, 0.02929686934733118] Predicted: -0.015311980474177624 Movie Vector: [-0.7420798621621604, -0.4401902313071659] User Vector: [0.9812155145733872, 0.06580353419662618] Predicted: -0.7571063467448343 Movie Vector: [-1.2429206609535963, 0.108391966974685] User Vector: [-0.04994020097467267, 0.17837612793592392] Predicted: 0.08140624697189844 Movie Vector: [0.31781724366502623, -0.7564116178247222] User Vector: [-0.5002067149905559, 1.2722776453066593] Predicted: -1.121339911429674 Movie Vector: [1.336040718903188, -0.4513009502559614] User Vector: [1.193580043629262, -0.21886178823887364] Predicted: 1.6934440725658604 Movie Vector: [0.3676513700044911, 0.13143350225149367] User Vector: [1.022425806823394, -0.2393521346162306] Predicted: 0.34443735928258584 Movie Vector: [-1.3934921091945422, 2.7229414939193752] User Vector: [0.5156562427996316, -0.4706999040028149] Predicted: -2.000251205191323 Movie Vector: [-0.46293543919089564, 0.6108930215919902] User Vector: [0.8121784617365577, -0.014398716000509798] Predicted: -0.3847822680099957 Movie Vector: [-0.30289313728802103, -1.9004124800118098] User Vector: [0.5805304557793562, 0.9115579454101141] Predicted: -1.908174786753559 Movie Vector: [0.33548454429938424, 0.15669987726786846] User Vector: [1.443302214063742, -0.6771573782839583] Predicted: 0.3780951075033389 Movie Vector: [1.4365206479292456, 0.6511582932329388] User Vector: [1.1030541843785706, -0.6606698697935423] Predicted: 1.1543594468393787 Movie Vector: [1.562284040040397, -0.4181206255702634] User Vector: [2.300531203575439, -0.09539232235546904] Predicted: 3.633968680458703 Movie Vector: [0.3893949366316294, -0.07498430630460409] User Vector: [1.4628541919778733, 0.9115143199257976] Predicted: 0.5012787464201885 Movie Vector: [1.4270373805423968, 0.11724374192866044] User Vector: [0.39106792455207307, -0.8545958043146873] Predicted: 0.45787253673255485 Movie Vector: [0.833641693364579, 0.024981601631695355] User Vector: [0.4784426366617388, -0.6040293993827537] Predicted: 0.3837601079752938 Movie Vector: [0.24233627232551053, 0.7327485599490077] User Vector: [0.3459899195881407, -0.6924921186753497] Predicted: -0.4235766953602066 Movie Vector: [1.7656736656818859, 0.059618180819634506] User Vector: [0.9350608577481961, 0.10265734031520143] Predicted: 1.6571325762132803 Movie Vector: [2.5641125734434973, -0.6852139973089287] User Vector: [-1.8007413838896664, -2.0255625503940657] Predicted: -3.2293598119967513 Movie Vector: [0.6580167574637177, -0.19202945187941742] User Vector: [0.5853556937339439, 0.5229331100832396] Predicted: 0.28475529705485125 Movie Vector: [0.6883071871632144, 2.037911452171718] User Vector: [1.0924830519178497, -0.905628446379862] Predicted: -1.0936266458009425 Movie Vector: [1.8221784901126512, 0.0658216647351187] User Vector: [-0.2652640409061894, 0.4337478990605047] Predicted: -0.4548084207480981 Movie Vector: [0.1646975047424949, -1.7269802633147548] User Vector: [1.250012818840101, 0.2606671410445887] Predicted: -0.2442930157195912 Movie Vector: [0.8236698801029685, -0.9505858351742132] User Vector: [0.981102738246144, 0.06838272929307053] Predicted: 0.7431011209433499 Movie Vector: [1.3868178149795864, -0.22715266632856804] User Vector: [1.3145256327155024, 1.21077401292264] Predicted: 1.5479770203404537 Movie Vector: [0.29776766764452955, -0.3063353891918456] User Vector: [0.8572596960774969, -0.4340214327545719] Predicted: 0.38822034478712875 Movie Vector: [-0.9668977102890193, 0.24896955366430798] User Vector: [1.106238678879524, -0.27454536117250805] Predicted: -1.137973081673487 Movie Vector: [1.675014145779919, -0.8405786535451596] User Vector: [-0.07312610321582498, -0.22876049570402007] Predicted: 0.06980393215093918 Movie Vector: [1.2701224208349418, -0.42997488745215623] User Vector: [0.8425030056475138, -0.43233119190042685] Predicted: 1.2559735126731773 Movie Vector: [1.1731157070189362, 0.5545766539814809] User Vector: [-0.9399785323805719, 0.9976109864303753] Predicted: -0.5494518177665345 Movie Vector: [1.405942914791124, 0.3858112778423675] User Vector: [0.8425660075003963, -0.9123386657573733] Predicted: 0.8326091620281744 Movie Vector: [0.3457447218569203, -0.5248702349633974] User Vector: [0.8076585609969895, 0.6091471305914897] Predicted: -0.04047951303356989 Movie Vector: [2.4446269939778795, 0.23868120235608126] User Vector: [0.2740181690944077, -0.9741362110994041] Predicted: 0.43736421088478095 Movie Vector: [1.2193897201042982, 1.1921909092057095] User Vector: [1.1334618694061276, -0.7427674952702066] Predicted: 0.49661109616939747 Movie Vector: [-0.0019149836423332789, 1.8907559295912486] User Vector: [-0.051015538625079376, -0.6286646218699257] Predicted: -1.18855366760283 Movie Vector: [-0.7085271748272525, 0.21770550642468467] User Vector: [1.1405187930884486, 0.6524288512527525] Predicted: -0.6660512048362905 Movie Vector: [0.8207557331519044, -0.37560177530754785] User Vector: [-0.2471620282108852, 1.0182136045701464] Predicted: -0.5853024891903813 Movie Vector: [-0.130140071469268, 0.38664218868246153] User Vector: [-0.6357282444064138, -1.5328627800560197] Predicted: -0.5099357010686592 Movie Vector: [0.8143884980984242, -0.23398609353789518] User Vector: [1.1765015424895215, -0.6566222879384612] Predicted: 1.1117698082831564 Movie Vector: [-1.367046263644536, 0.16641459229893002] User Vector: [-0.044832558240636255, -0.9162719935726864] Predicted: -0.0911928490128386 Movie Vector: [2.0582287293582877, 0.5627135286704993] User Vector: [-0.6898709892242926, 0.004825290485746106] Predicted: -1.4171970333361663 Movie Vector: [1.1937405935406442, 1.3868547338465167] User Vector: [0.6727731372913033, 1.6551286970930332] Predicted: 3.0985396729170125 Movie Vector: [1.7332193152120492, -0.33749862393197755] User Vector: [1.0887870963832238, 0.4980742806535238] Predicted: 1.7190074412685727 Movie Vector: [2.506277730398206, -0.5225603868668438] User Vector: [0.8081498051476494, 0.5811657163110651] Predicted: 1.7217536779179463 Movie Vector: [0.25814270616035145, -1.121707496468021] User Vector: [1.1058086608890414, -0.034514403920848036] Predicted: 0.32417150583159204 Movie Vector: [-0.039738672301613764, -0.9070344836345765] User Vector: [1.7281070237560443, -0.13075878641681554] Predicted: 0.04993004959910165 Movie Vector: [1.433972253118148, -1.1559973194288076] User Vector: [0.29033772820386144, -0.6731179551201578] Predicted: 1.1944587980559984 Movie Vector: [0.3695201873779297, 0.03724098205566406] User Vector: [1.4097157188355487, -0.2548624594183484] Predicted: 0.5114270882958637 Movie Vector: [1.4964111646994638, -0.2790438294804686] User Vector: [1.2271085002653548, -0.6581773425236606] Predicted: 2.0199191862297723 Movie Vector: [1.534859907844122, -0.13681955511225377] User Vector: [1.0736391380772496, -1.0733114209162469] Predicted: 1.7947356596337518 Movie Vector: [0.6224213241184186, 0.5038816114193557] User Vector: [0.8891458251742401, 0.011189226573583302] Predicted: 0.5590613673557479 Movie Vector: [0.24567946131422386, -0.2060528194720862] User Vector: [0.6181829288457648, -0.9253179425329003] Predicted: 0.3425392199194906 Movie Vector: [0.7499874839042309, -1.1646128344153113] User Vector: [1.3106366130957656, -0.9307594379356647] Predicted: 2.0669354429415128 Movie Vector: [0.6764467078008501, 0.1516578277441429] User Vector: [0.768153599120882, -0.5178535868915188] Predicted: 0.4410784231332141 Movie Vector: [0.2295763594865557, -0.9977846190218389] User Vector: [1.6935411862472654, -0.3684297254195026] Predicted: 0.7564105333932092 Movie Vector: [0.6381721037795544, 0.558125266304712] User Vector: [1.075626084831996, -0.04786344633111944] Predicted: 0.659720762707583 Movie Vector: [0.13389552205994693, 0.30379476896392266] User Vector: [0.8176546903561619, -0.8847980970812946] Predicted: -0.15931673185252776 Movie Vector: [0.09692338596153771, 0.8362977822483665] User Vector: [0.9307058592905294, 0.20202002556113047] Predicted: 0.2591560625632123 Movie Vector: [0.8865710262211518, -1.0241528302070488] User Vector: [2.069015022760557, -0.5361719645392821] Predicted: 2.383450806956386 Movie Vector: [0.67748532502187, 0.14987732530031414] User Vector: [-0.7587799402909534, -0.48721607726656674] Predicted: -0.587084916972116 Movie Vector: [1.4893719401425474, -0.018975185151867913] User Vector: [1.2364416091822403, -1.502689746937091] Predicted: 1.8700352545146715 Movie Vector: [1.1237525421796817, -1.509692080532485] User Vector: [1.2823479076492876, -0.6870335444293726] Predicted: 2.4782508222648696 Movie Vector: [0.46133322774328667, 0.1217635397539926] User Vector: [1.878447064020028, 1.2172199197453002] Predicted: 1.0148030532765182 Movie Vector: [0.7463164056454942, 0.3398038184510253] User Vector: [1.3602982974714897, -1.060147609638852] Predicted: 0.6549707300975984 Movie Vector: [0.43815907005477295, 1.1522094543272454] User Vector: [1.3923762447564838, -0.28601312068452156] Predicted: 0.28053525885451264 Movie Vector: [-0.15124013192373248, 0.39730415175561695] User Vector: [1.0427365740929282, 0.21707282336077444] Predicted: -0.07145968307296595 Movie Vector: [0.6853556802127413, -0.4655619930378685] User Vector: [1.4677877951327702, -0.6657205248922111] Predicted: 1.3158908771162132 Movie Vector: [0.8340345485829532, 0.04541940265195071] User Vector: [1.4347140570856336, -0.8806908641354717] Predicted: 1.1566006379769702 Movie Vector: [0.18387515236129726, -0.463513931716304] User Vector: [1.2287503342574606, -0.18719537615785406] Predicted: 0.3127043197276249 Movie Vector: [1.4836924015402857, -1.27126833446782] User Vector: [0.6516156884871457, -0.5988399514119032] Predicted: 1.7280835133770203 Movie Vector: [2.2878446427165304, 0.695435049033472] User Vector: [0.6688053371147786, -0.19753617264562215] Predicted: 1.392749129628577 Movie Vector: [0.5556376881574225, -0.3596498798191018] User Vector: [-0.37999965619440257, 0.1380826173949069] Predicted: -0.26080352721965855 Movie Vector: [2.1166765723961745, 0.36984563093040074] User Vector: [-1.1224399564624166, -0.19085218504633875] Predicted: -2.446428206558288 Movie Vector: [-0.032948330226067066, -0.41623666636733186] User Vector: [0.11679177856734063, -0.08276215951304028] Predicted: 0.03060055128914281 Movie Vector: [-0.08275369386933396, -0.72178731518824] User Vector: [-0.28872684148145755, 0.6721667980389251] Predicted: -0.46126825586337544 Movie Vector: [-0.6357540682434022, 0.530198798961703] User Vector: [0.7049778402062472, -0.6697379337627668] Predicted: -0.8032867780326802 Movie Vector: [-1.3031645737285047, 0.1728762247334839] User Vector: [0.601271698777635, 0.8378478874784793] Predicted: -0.6387119973443662 Movie Vector: [0.12258165918538058, 0.15352315248489345] User Vector: [0.11085873742475306, 0.3705104113042151] Predicted: 0.07047117434062028 Movie Vector: [0.07182700942543058, 0.2218647132616512] User Vector: [1.3701456058806096, 0.07081424533428332] Predicted: 0.11412464358372983 Movie Vector: [1.0901377688184724, -0.09879750547205085] User Vector: [0.5202793021531864, 1.3296660438484222] Predicted: 0.43580842936859177 Movie Vector: [0.8286184743402829, -1.3813299630202862] User Vector: [-0.23985534073083586, 1.0828318018263456] Predicted: -1.6944965792727298 Movie Vector: [0.1964998603098627, -0.38099897633188295] User Vector: [-0.30534023071961885, 0.5272628903858885] Predicted: -0.26088593417819966 Movie Vector: [0.47707853689715557, -0.6396618247555966] User Vector: [0.7238164034162917, 0.03324242980388059] Predicted: 0.32405335741634567 Movie Vector: [0.7779484708941287, -1.1525792044882184] User Vector: [1.0227378503931617, -0.46666652611397097] Predicted: 1.3335074802686293 Movie Vector: [-0.18382206751979357, -0.592612629935771] User Vector: [1.4657135193001658, -0.0931610108942113] Predicted: -0.2142220978359758 Movie Vector: [0.12989303137439845, -0.5432965722129185] User Vector: [-0.3171322461019854, 0.21636006281682404] Predicted: -0.15874094928491086 Movie Vector: [1.5186375854730836, -1.1249433953265653] User Vector: [1.737381438187724, -0.5589681988845532] Predicted: 3.2672603358679226 Movie Vector: [0.11652996232151605, 0.4767277516956341] User Vector: [-0.05137648415421163, -0.27228565111552055] Predicted: -0.13579302603798618 Movie Vector: [0.21297662803627498, 0.5370173416332927] User Vector: [1.6284868043390588, -0.31576917008436334] Predicted: 0.17725610810124595 Movie Vector: [-0.5200901561310219, -1.2116735640194392] User Vector: [-0.41316435048407696, -0.06692088282587703] Predicted: 0.2959689761519936 Movie Vector: [1.1653600329669584, -1.021916776420986] User Vector: [1.1314369111869638, -1.0010568017671906] Predicted: 2.341528095997103 Movie Vector: [-0.13875356891305124, -0.15202008605178113] User Vector: [1.203963585143051, -0.6327378337231531] Predicted: -0.07086538434913925 Movie Vector: [-0.49742757357224754, -0.5715014339901167] User Vector: [-0.6778204998510814, -0.09174041731302415] Predicted: 0.3895963866076964 Movie Vector: [0.16738847950444308, -0.6761738004076396] User Vector: [0.509701040596944, 0.45519202391990443] Predicted: -0.2224708385418121 Movie Vector: [0.10982168436006065, 0.15387138983850052] User Vector: [0.6821160580278133, 0.30980579697471217] Predicted: 0.1225813829821826 Movie Vector: [1.6867349455371476, -0.46356719029195664] User Vector: [1.3094825650191595, 0.24637664730185455] Predicted: 2.094537872846163
avg loss: 14.138144029581369: 37%|████████████████▊ | 26224/70000 [00:42<01:08, 640.79it/s]
Movie Vector: [1.8697657861040395, 0.2523455375611283] User Vector: [0.9164238269851316, -0.8920710009651012] Predicted: 1.4883877809860946 Movie Vector: [0.3788569319498717, -0.6920340403982697] User Vector: [0.2557024498058822, -0.18182497849942844] Predicted: 0.22270372014181056 Movie Vector: [0.6712093157498865, 1.1043377470221474] User Vector: [-0.4267058505763172, 0.6082628931325547] Predicted: 0.38531873100737535 Movie Vector: [0.02343064320684058, 0.13586300744339322] User Vector: [0.6586182635860284, -0.9592312972958877] Predicted: -0.11489219934085382 Movie Vector: [-0.18945500802154863, -0.6894954409322559] User Vector: [-0.6341091049829269, -0.6729119158848771] Predicted: 0.5841048437226899 Movie Vector: [-1.0976767408716184, -1.1359556371142865] User Vector: [-0.16697243356874558, -0.40741832662005034] Predicted: 0.6460909014828592 Movie Vector: [0.3685640022908513, 0.27383769549020115] User Vector: [0.36079883088989234, -1.1214203120455157] Predicted: -0.17410969279180757 Movie Vector: [-0.07105972667247201, -0.5915900854805013] User Vector: [0.821110736892235, -0.5109153983235373] Predicted: 0.24390457963613146 Movie Vector: [0.3474616009898897, -0.35125275433632425] User Vector: [1.0829045744082586, -0.21773128159061622] Predicted: 0.45274646950705044 Movie Vector: [1.6217953233562505, -0.3743003672550423] User Vector: [1.8951720202456686, 0.20600326000672475] Predicted: 2.9964740235137897 Movie Vector: [1.0799858256705028, -0.10550385225894979] User Vector: [1.2088432904313353, -0.13732207080371436] Predicted: 1.3200216265927012 Movie Vector: [1.7405589875575336, 0.3058931116998455] User Vector: [0.9192461979291242, 0.8964601617030836] Predicted: 1.8742232199619315 Movie Vector: [0.9672988255013095, -0.3193275277839076] User Vector: [0.11036109576391304, -0.34293128215927227] Predicted: 0.2162595568451567 Movie Vector: [0.45106773746736567, 0.9801452738086361] User Vector: [-0.41212504888325935, -0.059520897667541484] Predicted: -0.24423543989508753 Movie Vector: [0.41569529702344904, 0.133198290770801] User Vector: [-0.7671889548476789, -1.5548422604206087] Predicted: -0.526019171964749 Movie Vector: [-1.3079936288021794, 1.2033757241614822] User Vector: [0.8548851989161047, -0.44455783355471523] Predicted: -1.6531544984251139 Movie Vector: [0.943975255641668, -1.0390287678501675] User Vector: [0.3621146129718401, 0.34859619191921876] Predicted: -0.020374237415409946 Movie Vector: [0.4108141977667143, -0.7147582230349988] User Vector: [1.5186352205646687, -1.851337943537166] Predicted: 1.9471359285964454 Movie Vector: [1.2155735962794294, 0.9089593380776034] User Vector: [0.8302532047182174, 0.21166446218649557] Predicted: 1.2016282633254338 Movie Vector: [0.14670641324964123, -0.5602756502370503] User Vector: [1.3794733767197764, 0.09962657121499058] Predicted: 0.1465592493035629 Movie Vector: [0.6493169096496978, 0.250255506197264] User Vector: [0.5954566396390794, -0.29672973318691176] Predicted: 0.3123818154983711 Movie Vector: [0.8477083986850477, -0.4309260968323718] User Vector: [0.08734652636324985, -0.3798545500850369] Predicted: 0.23773362262625347 Movie Vector: [2.4142513012480253, -0.29327378942032856] User Vector: [1.0824827819299034, 0.22198357727500034] Predicted: 2.548283499956332 Movie Vector: [-0.15892099174985594, 0.5415747204870064] User Vector: [0.7802777156360418, 0.5623671054045863] Predicted: 0.18056129951138386 Movie Vector: [0.3641644553838018, -0.16377124141496516] User Vector: [0.8236340455984271, 0.22073294348827024] Predicted: 0.26378853547465525 Movie Vector: [1.06342607423683, 0.11732409675353064] User Vector: [1.3740961609913294, -0.1691832190967107] Predicted: 1.4414004177405322 Movie Vector: [0.07054384275526224, -0.5028062268267403] User Vector: [0.8219691992960443, -0.5089705558410121] Predicted: 0.31389843069313694 Movie Vector: [0.031183487465014786, -0.16807302790980444] User Vector: [0.8322394107703319, -0.04165495908742958] Predicted: 0.03295320233493125 Movie Vector: [1.3592591961787346, -0.01248106604581313] User Vector: [1.6582316507536592, -0.2733634609138359] Predicted: 2.2573784880917325 Movie Vector: [2.058724692060326, 0.06334746051028997] User Vector: [0.43767500197530906, -0.06216285361982496] Predicted: 0.8971144747492319 Movie Vector: [-0.33514729209228616, -0.16773342976103855] User Vector: [0.9850029523485457, 0.5495081318576603] Predicted: -0.42229195582058865 Movie Vector: [0.5983505373628243, -0.5998090723905062] User Vector: [1.5564678007510266, -0.5667811949998867] Predicted: 1.2712738477885748 Movie Vector: [0.5050924290258905, -0.7709102026746856] User Vector: [2.1657701109910636, 0.6736820842749935] Predicted: 0.5745656939454089 Movie Vector: [1.7165827796556359, -0.18543312202069073] User Vector: [1.0417588118488992, 0.10626000939516654] Predicted: 1.7685611116862423 Movie Vector: [0.29057894772929516, 0.07960675933609222] User Vector: [1.868602551665009, 0.5562613015329455] Predicted: 0.5872587227462088 Movie Vector: [1.6912538986260202, -0.03629587891185307] User Vector: [1.7264080704270277, -0.16953736572635283] Predicted: 2.9259478874265734 Movie Vector: [-1.375300102520003, -0.002274451954559026] User Vector: [0.33968656701882305, -0.21352491659944828] Predicted: -0.46668531828174853 Movie Vector: [1.6407976489991505, 0.32060177483809554] User Vector: [0.7741168686277765, -0.45996751205232533] Predicted: 1.1227027373632013 Movie Vector: [0.946829038500052, 0.24561224338185983] User Vector: [0.8721309092704518, 0.8819976752256453] Predicted: 1.0423882979404737 Movie Vector: [2.4223950155948186, 0.39807186296626207] User Vector: [0.5874123133810462, -0.4866225680537607] Predicted: 1.2292339078066807 Movie Vector: [0.31396658061562327, 0.3646132967851048] User Vector: [1.338655714453836, -0.041331922218465614] Predicted: 0.4052229888660948 Movie Vector: [1.142053806980615, -0.40752649498383536] User Vector: [0.45115755433797383, -0.8167601543581892] Predicted: 0.8480976054277959 Movie Vector: [0.7457650154683682, -0.2862332948869645] User Vector: [0.5574328660084696, 0.1787867587906707] Predicted: 0.3645392068905685 Movie Vector: [1.554248224696324, -0.6805991996893098] User Vector: [1.2184091704595255, -1.0773237135537443] Predicted: 2.626935947391432 Movie Vector: [1.4902628472889399, 0.35960485291621025] User Vector: [1.7775129476643388, -0.8899094217420624] Predicted: 2.3289457597649097 Movie Vector: [1.0025231112819792, -0.17193719366496035] User Vector: [1.0239923763133973, 0.7876450991155837] Predicted: 0.8911505350848413 Movie Vector: [1.8496251271353572, 0.27195098351008085] User Vector: [2.019153921276387, 0.6576314808771256] Predicted: 3.9135213563584172 Movie Vector: [0.8329721902539308, -1.2438250808311886] User Vector: [-0.30402593415420787, 0.6208428715144544] Predicted: -1.0254650831113614 Movie Vector: [1.5136394814690126, -0.4838664936995151] User Vector: [1.1568851742244552, -1.0807320888041176] Predicted: 2.274037121670494 Movie Vector: [0.780878954577902, -0.21132460561286928] User Vector: [0.9545446379608271, -0.3785951129694296] Predicted: 0.8253902819240171 Movie Vector: [1.598324986200906, -0.7106955828408348] User Vector: [0.4092720173269456, 1.138511455744759] Predicted: -0.15498537116498157 Movie Vector: [1.5909318590821602, -0.5305102467115983] User Vector: [0.991997725784953, -0.23847513526371505] Predicted: 1.7047142889316655 Movie Vector: [0.5043643284547283, 0.5737937729560866] User Vector: [0.9069276362516029, -0.4867407604473605] Predicted: 0.17813313082646814 Movie Vector: [-0.17900485303260116, -0.2890981651087851] User Vector: [1.136892213280794, -0.16958176357356283] Predicted: -0.15448344686720833 Movie Vector: [0.8222548023307374, 1.1584224533199912] User Vector: [2.2208981937200165, 0.589541441914533] Predicted: 2.5090822487503823 Movie Vector: [0.5828073790782773, 0.981563865963318] User Vector: [1.3253777405453901, -0.10641613560745446] Predicted: 0.667985693788218 Movie Vector: [1.627761931801015, 0.8876654701181027] User Vector: [1.5197274140387629, -0.7010030988806476] Predicted: 1.8514981859645605 Movie Vector: [0.49311458733089364, 0.4826976316547455] User Vector: [0.7072571866992204, -0.6832169255973826] Predicted: 0.018971643863701815 Movie Vector: [1.2263746926983974, -0.3249643220285808] User Vector: [-0.2957103150281555, 0.5449558121049581] Predicted: -0.5397428427366229 Movie Vector: [0.40162878724463213, -0.8151869353007971] User Vector: [-0.3741332345734051, -1.6436984973683988] Predicted: 1.189658863358642 Movie Vector: [-0.26703096619292305, 0.12620925315338039] User Vector: [0.7543835182620929, -0.6402084709680692] Predicted: -0.28224399274489087 Movie Vector: [0.1442370565644937, 0.12761477870457008] User Vector: [-1.2473175666098208, 0.4006849805503062] Predicted: -0.12877608928581508 Movie Vector: [0.8414215259074121, -0.5956842239878668] User Vector: [0.7304733077537776, -1.0376791645675156] Predicted: 1.2327650731385966 Movie Vector: [1.0606694943579025, 1.4491283826201404] User Vector: [0.6931479176491361, 0.15879748419336132] Predicted: 0.9653187927614152 Movie Vector: [1.1020374298095703, 0.1632213592529297] User Vector: [0.26713503218985435, -0.7323030401987787] Predicted: 0.17486530668030645 Movie Vector: [1.1510847789923855, 0.007396760598109821] User Vector: [0.9837509189460656, 0.33502890998499235] Predicted: 1.1348588377591926 Movie Vector: [0.8851672338752086, 0.23948298115108138] User Vector: [0.3647508844468539, 0.46331749959368274] Predicted: 0.43382218746151757 Movie Vector: [1.1967967995183617, -0.6831276084936134] User Vector: [1.088994747575065, -0.4959758364039546] Predicted: 1.6421202155833972 Movie Vector: [1.0803770097472456, -0.14689338279279593] User Vector: [1.8062278824626994, -0.07722780601080668] Predicted: 1.9627513322477437 Movie Vector: [0.12421365468794207, -0.2561748297678461] User Vector: [-0.4698677868318324, 1.200070368360429] Predicted: -0.3657918173466861 Movie Vector: [1.873997003864001, 0.16982680829432958] User Vector: [1.321031907536915, -0.8567771672498405] Predicted: 2.330106104999427 Movie Vector: [1.0284917250007521, -1.258833357689908] User Vector: [0.13939762095676977, 0.2645250801221689] Predicted: -0.1896236951645527 Movie Vector: [1.6748483522178348, -0.49782315288228984] User Vector: [1.9227593641423888, -0.2796054897570151] Predicted: 3.3595244392193258 Movie Vector: [1.9164886156755996, -0.8346921227060754] User Vector: [1.2202705034843857, -0.49373227397982894] Predicted: 2.7507489677892782 Movie Vector: [0.9032143274053903, -0.17351441728731026] User Vector: [1.870991025382192, 1.0811008374130509] Predicted: 1.5023193187395494 Movie Vector: [0.6931802599579294, 0.10695639414432795] User Vector: [1.869690176867472, 0.037574961991368394] Predicted: 1.3000512052864883 Movie Vector: [-0.7109282700411664, -0.12488862253172525] User Vector: [0.3328365517209496, 0.2535606482029893] Predicted: -0.26828975400376465 Movie Vector: [0.5901501918107773, -0.5740559337183376] User Vector: [2.276064336358048, 0.6672615088740738] Predicted: 0.9601743761643584 Movie Vector: [-0.13912861362391343, -0.05837958715829265] User Vector: [1.3280083956452635, -0.5406555737939215] Predicted: -0.15320071777412406 Movie Vector: [1.2960712499864102, 1.1419408307325218] User Vector: [1.6907994289350277, -0.22673847177682926] Predicted: 1.932474610516275 Movie Vector: [1.6753519525551968, 0.14139115098359506] User Vector: [-0.4398750792951045, 1.138214232118397] Predicted: -0.5760121526322963 Movie Vector: [0.17588933715906946, 0.13775340433887956] User Vector: [0.8793201667465511, -0.3266474893998309] Predicted: 0.10966623759607852 Movie Vector: [-0.8438348150596171, -0.8176852098480755] User Vector: [-0.6523589124057196, 0.7327834819270655] Predicted: -0.048703052990362594 Movie Vector: [1.6126639600198602, 0.6324774706287971] User Vector: [-0.18332707880877508, -0.03520094628708921] Predicted: -0.3179087783620306 Movie Vector: [0.5691962721974275, 0.4655835335083985] User Vector: [1.2192783208018931, -0.5302182583721753] Predicted: 0.4471477847079903 Movie Vector: [-0.3467740957195478, 0.6689863243660118] User Vector: [1.0412283173051937, 0.38535951674582075] Predicted: -0.10327076150384573 Movie Vector: [0.8265088233076091, 2.4344621412248055] User Vector: [-0.42312804983639607, -0.3268031209169006] Predicted: -1.1453088920850298 Movie Vector: [2.552763383623665, -0.48913110459407777] User Vector: [1.5380991384629659, -1.885202389911987] Predicted: 4.84851428841241 Movie Vector: [0.49117955253031986, -0.27492459115251555] User Vector: [-0.30614490002626893, 0.017767972993842862] Predicted: -0.15525696771528347 Movie Vector: [1.6057671677393461, 0.22758343977820344] User Vector: [1.3593010354660737, -0.7904153151276322] Predicted: 2.0028355375553986 Movie Vector: [0.06784148394464429, 0.4357884329665835] User Vector: [-0.3779353406391558, 0.6885047994966726] Predicted: 0.27440273331854176 Movie Vector: [-0.3840877411355694, -0.40560718684095387] User Vector: [1.307674763200109, -0.5530604932602825] Predicted: -0.2779365351133469 Movie Vector: [0.2601425584636089, -0.07864904057438682] User Vector: [0.48692573700243214, -0.1948672317103414] Predicted: 0.14199622781899612 Movie Vector: [0.6933797271041083, 0.017987261721368886] User Vector: [1.154859491291642, -0.5935270130163184] Predicted: 0.7900802331935611 Movie Vector: [2.0411570547396365, -0.9429324727781129] User Vector: [0.7000021672480727, 0.13362994996387206] Predicted: 1.3028103428547892 Movie Vector: [1.6274083935993342, 0.5368268452741161] User Vector: [1.3425608009190855, -1.1400871832992727] Predicted: 1.5728653103851626 Movie Vector: [-0.5889569668773684, -1.2228280301953047] User Vector: [1.0008756072725484, -0.7467155635708925] Predicted: 0.3236320598367871 Movie Vector: [0.6581117043719338, -0.9474419717982245] User Vector: [0.70292638947355, -0.6158878242415495] Predicted: 1.0461220588303797 Movie Vector: [0.901497932912962, -0.48277979525697867] User Vector: [0.8956346896141302, -0.2301902349225571] Predicted: 0.9185440158183485 Movie Vector: [0.21171476400033817, 0.8612145235518687] User Vector: [0.5795854937056868, -0.16682933098471908] Predicted: -0.020969036780562875 Movie Vector: [1.4225795204669636, 0.0013285645827980641] User Vector: [1.200269115765409, 0.06114543140065952] Predicted: 1.7075594987914207 Movie Vector: [0.6249926292253348, 1.1163753600222446] User Vector: [-0.6203564726714875, 0.028689503500549884] Predicted: -0.3556899681126217 Movie Vector: [0.5358407412092943, 0.09205999979393606] User Vector: [0.7923093279867768, -0.21650568564436037] Predicted: 0.4046201041996665 Movie Vector: [-0.1767155940439482, 0.026874648778592164] User Vector: [0.7784668080212245, 0.3509932754524984] Predicted: -0.12813440342153332 Movie Vector: [1.6437407980212198, -0.49329952757145074] User Vector: [1.7617242842820726, -0.27916840949436056] Predicted: 3.0335317254556173 Movie Vector: [0.8861051743959394, -0.1992541888454307] User Vector: [-0.7954570370573674, 0.6526492482276753] Predicted: -0.8349016931023814 Movie Vector: [-0.7797190729813455, -1.277897019302301] User Vector: [0.24212419247681638, -0.539957540558241] Predicted: 0.5012212807247972 Movie Vector: [1.042746895038926, -0.3284259864250029] User Vector: [1.4240044980667221, -0.6336858059357359] Predicted: 1.6929951547785058 Movie Vector: [1.3375016251276817, 1.139365036451777] User Vector: [1.097404004405005, -0.448073149012873] Predicted: 0.9572607595552053 Movie Vector: [1.7890993618161841, 0.12097822858994138] User Vector: [-0.13908199635585047, 0.07938202065471081] Predicted: -0.23922801467967586 Movie Vector: [-0.1733359662275806, 0.28248859804239423] User Vector: [0.7906452464836184, -0.10003845596364765] Predicted: -0.16530698091797824 Movie Vector: [-0.9961619208763737, 0.47768232825500023] User Vector: [-0.029689012906990834, -0.1835615221303498] Predicted: -0.058109031142905804 Movie Vector: [0.26331314922165494, -0.7151682954070117] User Vector: [0.360871930737414, -0.5605202385839371] Predicted: 0.4958886281173732 Movie Vector: [1.3625835959123123, 0.5095272891579441] User Vector: [-0.6429475544201946, -0.5448592270456458] Predicted: -1.1536904356141564 Movie Vector: [-0.5481371897888966, -0.4086992094921431] User Vector: [0.8548912909056177, -0.20575380537409496] Predicted: -0.3845062921656145 Movie Vector: [0.6512364615227874, 0.38403353863885037] User Vector: [1.6651237840164876, -0.22338958076860638] Predicted: 0.9986002299027144 Movie Vector: [-0.2715199247937478, 0.29295430057505506] User Vector: [1.5578973038331634, -0.4593646088968198] Predicted: -0.5575729964814645 Movie Vector: [0.03044155824741876, 0.7281386788544101] User Vector: [-0.3607285277668103, 0.3101774883493871] Predicted: 0.2148710880875829 Movie Vector: [0.7973760043079449, -1.0731753920194138] User Vector: [2.656799887335166, -0.26380447313989513] Predicted: 2.4015769472874946 Movie Vector: [-0.5134543567718295, -1.2791576815989065] User Vector: [1.1234169339733744, 0.7185922059857435] Predicted: -1.4960160594436474 Movie Vector: [0.9778923488862785, -0.13639233242018992] User Vector: [1.123848190854302, 0.3114654860714654] Predicted: 1.0565210430324328 Movie Vector: [0.5876833260318115, 1.1280925390134335] User Vector: [0.22311492720428566, -0.37742424705366706] Predicted: -0.2946485546372446 Movie Vector: [-0.510686036907163, -1.399864222073042] User Vector: [0.8753311426393733, -0.8976169124360062] Predicted: 0.8095224086309155 Movie Vector: [0.42995385158621413, -1.0854420094616506] User Vector: [0.5810018592163535, -0.19258064116672413] Predicted: 0.45883910528024463 Movie Vector: [0.33321214676119315, 0.21220566233151894] User Vector: [1.6998058251587027, 0.8997463869298902] Predicted: 0.7573272260471612 Movie Vector: [0.9417744563689114, -0.6836146729363533] User Vector: [1.2416640260512581, -0.13950915031374866] Predicted: 1.2647379652906192 Movie Vector:
avg loss: 14.121165231846856: 38%|████████████████▉ | 26289/70000 [00:42<01:08, 637.87it/s]
[1.1188931952723893, -0.2748974513987309] User Vector: [1.8566150489375484, -0.8661760653389912] Predicted: 2.3154635373208063 Movie Vector: [-0.17465714403633176, -0.9811858452264652] User Vector: [0.42188803242128425, 1.421322862805547] Predicted: -1.4682676333273688 Movie Vector: [0.10485091151810483, -0.17176020433439534] User Vector: [0.5063545088435584, -0.4299971402171744] Predicted: 0.1269481284704569 Movie Vector: [1.8702974513623813, -1.2192228420508608] User Vector: [1.2432849826267294, 0.367974845894575] Predicted: 1.876669396909083 Movie Vector: [0.35449137417274673, 0.16770387713931573] User Vector: [-0.7566171365794336, 0.3620331579602731] Predicted: -0.20749988422576413 Movie Vector: [2.494033924304536, -0.41714815219654827] User Vector: [2.117420259426747, -0.3962733076658371] Predicted: 5.446222637077636 Movie Vector: [0.9674607384824659, -0.9405636316270486] User Vector: [-0.49985370379190364, -0.2688843240615789] Predicted: -0.230686017076768 Movie Vector: [0.26910411011482005, 0.348528591444607] User Vector: [1.9878064058505989, -0.4228574280531355] Predicted: 0.38754897014571565 Movie Vector: [1.0996981711509362, -0.0971910711033778] User Vector: [1.310037174843448, 0.13554262150956875] Predicted: 1.4274719527504043 Movie Vector: [1.7905852355445635, -0.09507809034379176] User Vector: [0.48161848804402557, -0.3328193045721369] Predicted: 0.8940227777651957 Movie Vector: [0.46557811670009314, -0.1365925009392688] User Vector: [-0.5977071044900183, 0.44145092971450806] Predicted: -0.33857823457839853 Movie Vector: [0.0853171217777776, -0.023708582122707926] User Vector: [1.0860097691616708, 0.6146086620325367] Predicted: 0.07808372779029638 Movie Vector: [1.84418791405922, -0.19742487022800354] User Vector: [0.9195564720905021, 0.49595936479348474] Predicted: 1.5979202188915216 Movie Vector: [0.034143342644016944, -0.9126248333522242] User Vector: [0.8844023582925324, 0.0888704694830687] Predicted: -0.05090894464756093 Movie Vector: [-0.669160465229089, 0.46953927687025215] User Vector: [2.067340011666855, -0.38789696498220283] Predicted: -1.5655150644316123 Movie Vector: [0.4363346276632966, 0.0631957827510751] User Vector: [0.9723606606569767, -0.08879056775616248] Predicted: 0.41866343739193596 Movie Vector: [1.1315441131591797, 0.47759056091308594] User Vector: [0.11387179951509845, -0.11965029127050836] Predicted: 0.0717071146748558 Movie Vector: [-0.024810961059544195, 0.6382314213688881] User Vector: [0.48098366279583116, 0.9240825755039956] Predicted: 0.5778448686982337 Movie Vector: [0.5313494687184623, -0.07364058092081593] User Vector: [0.6503728946976114, 0.4489611789436728] Predicted: 0.3125135300381578 Movie Vector: [1.388795846965072, 0.27114382116247043] User Vector: [1.1551592165853384, -0.5267418290996352] Predicted: 1.4614575302689603 Movie Vector: [0.6251193811656981, -0.41816923362667946] User Vector: [0.6640112982234178, -0.9279596886330838] Predicted: 0.8031305236646034 Movie Vector: [1.532866245930553, -0.3652251761905577] User Vector: [0.2474337751425097, -0.17278276575456758] Predicted: 0.4423874980845272 Movie Vector: [2.5953350185368556, 0.1580413027078513] User Vector: [1.895662662985005, -0.271551408212847] Predicted: 4.876963354271703 Movie Vector: [1.3772949593374828, 1.131048622339769] User Vector: [1.1462911487994016, 1.0408357457591688] Predicted: 2.7560168574974826 Movie Vector: [-0.12763128224266498, -0.31239037001492415] User Vector: [0.08744478354144347, 0.40586192327908654] Predicted: -0.1379480462369493 Movie Vector: [0.9112173021375918, -0.28055601855111106] User Vector: [0.8342766503124119, -0.1472379361925593] Predicted: 0.8015158076919301 Movie Vector: [0.2787941394938994, -0.773951787962501] User Vector: [0.6913317604734464, -1.2492455933047713] Predicted: 1.1595951038085002 Movie Vector: [1.2678611954206458, -0.8317900094111579] User Vector: [0.5328956339061126, 0.16061838986029564] Predicted: 0.5420369234251463 Movie Vector: [0.7397887696553632, -0.11763783283714882] User Vector: [-0.16173553351987763, 1.282564365316951] Predicted: -0.2705282237622634 Movie Vector: [-0.09510003616843365, -1.3510731319728446] User Vector: [-0.06480774403176676, 0.7910226064452909] Predicted: -1.0625661715499464 Movie Vector: [0.6392145195660126, 0.6873606447350823] User Vector: [1.0160071832856334, -0.4794301714593837] Predicted: 0.3199051117797709 Movie Vector: [1.2681189022981343, 0.43174028504921197] User Vector: [0.7440917266691115, -1.1474166069212313] Predicted: 0.44821081069038504 Movie Vector: [1.552243034412766, -0.09538457483672115] User Vector: [-0.32694252235118326, -0.42669166078884907] Predicted: -0.4667944503222454 Movie Vector: [-0.2598256883224529, -0.2883570557617613] User Vector: [-0.5525876164364069, -1.0191369720630898] Predicted: 0.4374517944811219 Movie Vector: [2.484966916447362, -0.2787722144362309] User Vector: [1.1759440097570049, 0.3096793836336549] Predicted: 2.83585195229981 Movie Vector: [-0.026557475851017795, -0.2109842555269214] User Vector: [-0.09075250583022326, 0.4224289445118037] Predicted: -0.08671569888884059 Movie Vector: [0.4515670901650991, 0.7254662378756027] User Vector: [0.7301854079055118, 0.031184928559952113] Predicted: 0.3523513127297158 Movie Vector: [2.4956362109972052, 0.33739758395958924] User Vector: [1.9684101383446018, 0.1891003536370304] Predicted: 4.976237621789844 Movie Vector: [-0.23674639128430044, 0.38419107397519137] User Vector: [1.43841027377697, -0.6382230825465465] Predicted: -0.5857380530222751 Movie Vector: [-0.45640497498620525, -0.4307771654519628] User Vector: [0.7767532637695751, -0.5230995244742709] Predicted: -0.12917472351891016 Movie Vector: [0.08901201731889438, -0.25610169036298375] User Vector: [0.004462896723225855, 0.42542328931335416] Predicted: -0.10855437207251047 Movie Vector: [-0.28230426581170165, -0.9273503010099384] User Vector: [-0.6616879558548241, 0.6876592736748471] Predicted: -0.45090370186060336 Movie Vector: [0.9801083234148372, 0.9905486356103691] User Vector: [1.9052727305326977, -0.09069443168863775] Predicted: 1.7775364160037734 Movie Vector: [1.0222795598201622, 0.6206609893397093] User Vector: [1.4286639506820573, 0.11147810935569352] Predicted: 1.5296840682766126 Movie Vector: [0.04925907087736406, 0.7805373481067279] User Vector: [1.2010250246318839, -0.03735212676085062] Predicted: 0.030006646845769192 Movie Vector: [-0.1657083141662148, 0.28670406417482236] User Vector: [1.7484282331900831, 0.9307114954973372] Predicted: -0.022890326629228686 Movie Vector: [1.0720293132040115, -0.7005681697502496] User Vector: [0.8229412247886294, 0.08915859780118202] Predicted: 0.8197554403383498 Movie Vector: [0.2502269031586324, -0.9806290014793098] User Vector: [0.7088146915464059, -0.535926271040998] Predicted: 0.7029093492164622 Movie Vector: [1.3898803665892931, 1.1424762092633365] User Vector: [1.2240110698330737, 0.8862130826936115] Predicted: 2.713706317764318 Movie Vector: [0.7256053991574443, 0.47309898931641703] User Vector: [1.7503529268179627, -0.5752363634490916] Predicted: 0.9979217919643324 Movie Vector: [0.4739981605027508, 0.9630955364814023] User Vector: [0.9261938274736778, -0.22818504216764543] Predicted: 0.21925017488804552 Movie Vector: [1.676199410721099, 0.2870007669641211] User Vector: [0.6094089850340076, -0.7057574774746146] Predicted: 0.8189380442762689 Movie Vector: [0.5385644398168217, 0.7291817409579996] User Vector: [1.7530609324023456, -0.17188118442254957] Predicted: 0.8188036577288667 Movie Vector: [1.7302864659665411, -0.6751507157356127] User Vector: [-0.13087020808659866, -0.5391378157246908] Predicted: 0.1375563323161932 Movie Vector: [2.7762156173106027, 0.7889624490338518] User Vector: [1.1576487204456773, -0.028871811645022987] Predicted: 3.191103681837424 Movie Vector: [0.6208465460671232, 0.05710400245306471] User Vector: [0.018478131458128544, 0.054873420218490315] Predicted: 0.014605576016318084 Movie Vector: [-0.03507933638934205, -0.17131724556891934] User Vector: [1.9447169276903065, -0.2536823263012538] Predicted: -0.024759221897049405 Movie Vector: [1.4058525264506063, -1.29137094273091] User Vector: [1.8810297568200092, -0.49003430145667964] Predicted: 3.2772664937967746 Movie Vector: [0.8240984230842912, 1.011835520645643] User Vector: [1.7465840185802273, -0.8916683673024292] Predicted: 0.5371354088234856 Movie Vector: [0.40794079725218324, 0.44132588680920665] User Vector: [0.7839870035125657, 0.11762001651661343] Predicted: 0.37172904134397416 Movie Vector: [1.463927880977851, -0.5518227580731861] User Vector: [0.671125223752274, 1.828607731899637] Predicted: -0.026588435372358332 Movie Vector: [0.9170102866413473, -0.15372660677834005] User Vector: [0.5270074659375733, 0.25061497263024657] Predicted: 0.44474507805124985 Movie Vector: [-0.2134431595909178, 0.016875829875869705] User Vector: [1.3876878921237596, -0.1547934060617986] Predicted: -0.2988047554075613 Movie Vector: [1.2263461028389477, -0.5601263748140272] User Vector: [1.5616869315516544, -0.43526176560094576] Predicted: 2.1589702772240966 Movie Vector: [-0.3021887381912341, -0.4466398775778937] User Vector: [0.5000009039230966, 0.4062993359624232] Predicted: -0.3325641279252332 Movie Vector: [1.2633393774064237, -0.7134340087751555] User Vector: [0.9733008997581085, -0.5415710932383412] Predicted: 1.6159845888152942 Movie Vector: [0.8086225916061219, -1.1665755431870977] User Vector: [2.2559614417639646, -0.08346393019852841] Predicted: 1.9215883673105387 Movie Vector: [-0.4410884990080364, 0.6847959602319785] User Vector: [0.4873382007147612, 0.7126312760985587] Predicted: 0.2730477435447015 Movie Vector: [2.612345421009977, 0.1078992456007433] User Vector: [-0.04212341439588907, -0.9840369052509811] Predicted: -0.21621774843427752 Movie Vector: [-0.7242389978644609, -0.503459790506227] User Vector: [0.8138777203983178, 0.14995693213236808] Predicted: -0.6649392702418081 Movie Vector: [2.139532561426913, 0.05187034225566217] User Vector: [0.9779728335768485, -0.7668825623709676] Predicted: 2.0526262606485295 Movie Vector: [0.9463085870760977, 0.3495351561729753] User Vector: [1.2362243663949053, 0.6950899623535587] Predicted: 1.4128081120177256 Movie Vector: [0.14833269863592127, 0.3952240047824649] User Vector: [1.230898242094319, 0.3356311512496774] Predicted: 0.31523194572270863 Movie Vector: [0.3912956507360813, -1.1258634546142] User Vector: [1.101067066530597, 0.6104244237017237] Predicted: -0.25641179614754667 Movie Vector: [0.2595351345776855, 0.22186875512060317] User Vector: [2.0315520497381025, -0.36620051694373745] Predicted: 0.446010681811523 Movie Vector: [1.985087704048037, -0.8624479225868026] User Vector: [0.8667628390584079, -0.6457843616991423] Predicted: 2.277555635327083 Movie Vector: [0.5127224621343862, -1.3481731921564482] User Vector: [1.1239560288185095, 1.2439217988692504] Predicted: -1.100744519947935 Movie Vector: [-0.5670380615666458, -1.2423401140859713] User Vector: [1.7874559079320294, -0.5960612779392166] Predicted: -0.27304469713239066 Movie Vector: [0.6296809117418273, 0.5972720042632366] User Vector: [-1.6028851895471885, -0.0979090859811122] Predicted: -1.0677845635910657 Movie Vector: [1.9152033655864498, 0.5749075236387434] User Vector: [-0.30356315579634907, -0.6104703704474483] Predicted: -0.9323491865779803 Movie Vector: [0.01075908202617512, 0.03359491955764149] User Vector: [1.5798519218156757, 1.8738569536383283] Predicted: 0.07994983003603204 Movie Vector: [0.2606881510933217, -0.32884498907087595] User Vector: [0.8850665589605368, 0.21899560696151976] Predicted: 0.15871075687211994 Movie Vector: [0.05698370532020433, 0.1232581769339553] User Vector: [1.4308535034446344, -0.20554406671815223] Predicted: 0.0562003474534003 Movie Vector: [1.6620811492307008, -0.881036965576441] User Vector: [0.592411993768032, -0.20616636341653388] Predicted: 1.1662769946484541 Movie Vector: [-0.1781063202718307, -0.29405936095675544] User Vector: [-0.589617399955293, -0.2849034479866881] Predicted: 0.18879311132362325 Movie Vector: [-0.45783693834269384, 0.29075970178496463] User Vector: [1.3221598795820255, -0.1617620424113499] Predicted: -0.6523675144790303 Movie Vector: [2.217474654352016, 0.45493679791019903] User Vector: [0.5868071587477983, -0.28229447010644315] Predicted: 1.1728038592175811 Movie Vector: [2.500888023710888, 0.038672909045495474] User Vector: [0.9477446135974456, 0.019182902880515246] Predicted: 2.3709450123406817 Movie Vector: [0.3227661601542324, -0.10371094832300497] User Vector: [1.4823198329193126, -0.5517268474986244] Predicted: 0.5356627951611741 Movie Vector: [0.5922425085232874, 0.2797887626292633] User Vector: [-0.6419693365378408, -0.5922922970627644] Predicted: -0.5459182591762363 Movie Vector: [-0.3342121342496419, -0.0627922686088899] User Vector: [0.2243996797719287, 0.35431906351054004] Predicted: -0.09724559371071664 Movie Vector: [-0.7947368477239448, -0.8476508327037363] User Vector: [1.3782099225470446, 0.22748823326283282] Predicted: -1.2881447997024424 Movie Vector: [-0.28024374466183033, -0.007169004892515207] User Vector: [1.3038131654769871, 0.720055033753465] Predicted: -0.3705475618925243 Movie Vector: [0.88609669808026, -0.6026768123746953] User Vector: [0.682160482948512, -0.7276113654398658] Predicted: 1.0429746498724097 Movie Vector: [1.3857936411092788, 0.14224387353653] User Vector: [1.7749637892973527, 0.18481562563189063] Predicted: 2.4860224228874586 Movie Vector: [-0.5287884806718661, -0.8037532209030582] User Vector: [-0.11595328047773551, 1.3935615387639722] Predicted: -1.0587648162954242 Movie Vector: [-0.22107411161724871, 0.45231860033342997] User Vector: [0.7782977052550787, -0.3114683956461855] Predicted: -0.31294442252979143 Movie Vector: [0.09543652033179782, 1.8910040230738374] User Vector: [0.7062201427810639, 0.34357808013882407] Predicted: 0.7171067247977518 Movie Vector: [0.48608657599730964, 0.016816308750885144] User Vector: [1.3470221666662847, 0.06128248588727301] Predicted: 0.6557999379909939 Movie Vector: [0.9648316174276481, -0.3414423840691589] User Vector: [1.3895557116827046, -0.5589420993063676] Predicted: 1.5315338077524374 Movie Vector: [-0.5552412005719995, 0.5356671192337239] User Vector: [1.5583622726049793, 0.8599178253379962] Predicted: -0.40463723489076536 Movie Vector: [0.49259447597247324, -0.41411414239238287] User Vector: [1.2697382973839966, -0.5461471170072075] Predicted: 0.8516333162015624 Movie Vector: [0.37635680828406587, -1.1748005794493528] User Vector: [-0.5581539326276943, -0.03393204037885726] Predicted: -0.17020165191597822 Movie Vector: [0.659322398492846, 0.8501364096734052] User Vector: [1.3082668756498805, -0.5489392888198114] Predicted: 0.3958963781962744 Movie Vector: [0.5220622285297134, -0.40374995256274965] User Vector: [1.4144434846553386, -0.715810003978479] Predicted: 1.0274357728787522 Movie Vector: [0.3471908583400254, -1.68892463698442] User Vector: [1.1368828173933947, 0.09598427930146965] Predicted: 0.23260510712739324 Movie Vector: [-0.5904688318749691, 0.4320473750893726] User Vector: [0.09561006066406097, 0.496260849123406] Predicted: 0.1579534363875877 Movie Vector: [1.4966531271235812, -0.41539921705743194] User Vector: [-1.273491176990089, -0.8467078083413394] Predicted: -1.5542527917451001 Movie Vector: [1.6809007697918037, -0.3752012308762025] User Vector: [0.8871344917257975, -0.46985799137130957] Predicted: 1.667476346750289 Movie Vector: [1.9331453544830397, -1.200621758800614] User Vector: [0.10901474127694888, -0.20124261491796758] Predicted: 0.45235760293814914 Movie Vector: [0.5745451911693111, -0.3100892810346111] User Vector: [0.06689948008067267, -0.22436789200150076] Predicted: 0.10801085289007424 Movie Vector: [-0.17232490519087046, -1.1480532882780725] User Vector: [0.7812650553239316, -0.0437841112515847] Predicted: -0.08436493369092192 Movie Vector: [0.10696824960248577, 0.42605248233181386] User Vector: [0.4239821630085505, 0.06543137745961941] Predicted: 0.07322983062876118 Movie Vector: [2.0522704885920193, -0.9125026661439188] User Vector: [1.4861752975409768, 0.7943237217793042] Predicted: 2.3252111901128347 Movie Vector: [1.7543026368040775, 0.45419913776377635] User Vector: [0.8399551307720635, 0.6715764460447994] Predicted: 1.778564943446554 Movie Vector: [0.7815353707467123, 0.9656077620818065] User Vector: [1.9591893335512782, -0.036203498104150654] Predicted: 1.4962173833761205 Movie Vector: [1.4033315166937699, -0.24273848053065983] User Vector: [0.7734066722438234, -0.6184648358642642] Predicted: 1.2354711729003416 Movie Vector: [2.255937867635542, 0.012745594366433398] User Vector: [0.5415067244006354, 0.32671143698957816] Predicted: 1.2257696566054201 Movie Vector: [-0.026493130861235115, 0.33818166622580415] User Vector: [0.7918652642063551, -0.15670868524311254] Predicted: -0.07397499435665636
avg loss: 14.106686937042635: 38%|████████████████▉ | 26418/70000 [00:42<01:13, 591.46it/s]
Movie Vector: [2.010621822528524, 0.03683733802626807] User Vector: [0.7318867510672367, -0.3461082718044999] Predicted: 1.4587977659131377 Movie Vector: [0.4881626721274076, -1.589804847908516] User Vector: [1.1114821602197833, -0.2106197555095534] Predicted: 0.8774284097292272 Movie Vector: [0.3068031726652318, -0.7878755140903009] User Vector: [1.4406266091956348, -1.8665258270100111] Predicted: 1.9125788098455123 Movie Vector: [0.5930404130356619, 0.0488862819486808] User Vector: [1.9900156731643703, -0.59014526109577] Predicted: 1.1513097091362332 Movie Vector: [-0.007117581291089942, 0.4273070208915717] User Vector: [-0.2969865907274163, -0.4261718735197885] Predicted: -0.17999240745965447 Movie Vector: [0.7480690707899009, -0.36711394287861343] User Vector: [2.234466744554456, 0.1505140442083087] Predicted: 1.616279657081869 Movie Vector: [2.5205258175994025, 0.16875763122901072] User Vector: [-0.2928236300148297, 0.11468572620576445] Predicted: -0.7187154279652899 Movie Vector: [-0.4789737365902367, 0.29493322207148626] User Vector: [0.10797270300371023, 1.459837659459671] Predicted: 0.3788385355983029 Movie Vector: [2.0325120087406376, -0.08348722799538238] User Vector: [0.7781383782257321, -1.3334494896146238] Predicted: 1.692901599765547 Movie Vector: [2.606248907724765, -0.03452021758947124] User Vector: [1.685681180512144, -0.06609706626919114] Predicted: 4.395586420591607 Movie Vector: [1.3082278557274134, 0.14456543295762098] User Vector: [0.5682827395080114, 0.035380475835747674] Predicted: 0.7485581035609076 Movie Vector: [1.0094878873859316, -0.975961846133776] User Vector: [1.0460702080395945, -0.5012348699324909] Predicted: 1.545181313377189 Movie Vector: [-0.05562359396141213, -0.7267656648160237] User Vector: [0.051982914953594306, -1.1480096867252918] Predicted: 0.8314425466338324 Movie Vector: [-0.12439739149748172, -0.42878099146779836] User Vector: [1.138368621995254, -0.2738004973717867] Predicted: -0.02420963841134137 Movie Vector: [0.4217052459716797, -0.0054836273193359375] User Vector: [0.5046211610948093, -0.4469425435100164] Predicted: 0.21525225720376617 Movie Vector: [-0.4565205683454751, 0.5985097711994694] User Vector: [-1.7249901234139928, -0.032700768598221276] Predicted: 0.767921741999519 Movie Vector: [1.3372720078339486, -0.17777449451127061] User Vector: [0.6377828787374894, 0.47456204540138197] Predicted: 0.768524163075933 Movie Vector: [0.010440677271534637, 0.2592357779696764] User Vector: [-0.23887289585314703, 0.5086503772013974] Predicted: 0.12936638143385398 Movie Vector: [1.7193182384012704, -0.7203358372263525] User Vector: [-0.424951463376788, -1.3136635113610395] Predicted: 0.21565210387094336 Movie Vector: [1.5981236679348718, -0.20083224680543868] User Vector: [1.4694458441678961, -1.940534088959229] Predicted: 2.7380780034014793 Movie Vector: [0.30983672760000996, -0.8696445556248922] User Vector: [1.2887681901562593, -0.27367978261312553] Predicted: 0.6373118516071115 Movie Vector: [0.1409554460010501, -0.0534654219912159] User Vector: [1.3228358072546487, 0.476374333116735] Predicted: 0.16099135645186785 Movie Vector: [0.9110873173008754, -0.6429572096120465] User Vector: [0.3405861779576288, -0.31374926486417914] Predicted: 0.512031099040078 Movie Vector: [0.16798665499632465, 1.9262998670633493] User Vector: [0.9286255986910728, 0.2852235674388288] Predicted: 0.7054228281088228 Movie Vector: [0.9219620399549008, -1.6177278630388525] User Vector: [0.002356793709385935, -0.2779164249587741] Predicted: 0.4517660185880136 Movie Vector: [2.058822142261054, -0.21214542211190268] User Vector: [1.4620158967237535, 1.1619897994998134] Predicted: 2.7635198840079016 Movie Vector: [1.0337221775424172, -0.8280123694678228] User Vector: [1.3066688047692192, 0.7425940723954713] Predicted: 0.735855444755851 Movie Vector: [1.1079876326172378, 0.41402690636606587] User Vector: [0.24825502546715195, -0.7993531912557682] Predicted: -0.05589023091678613 Movie Vector: [-0.6572487370539543, -1.7546250801750687] User Vector: [1.477513009467518, -0.5861642492396001] Predicted: 0.05740493336447894 Movie Vector: [2.8183544177568383, 0.7879115054376264] User Vector: [1.5714309736754994, 0.21032164974489514] Predicted: 4.594564274534899 Movie Vector: [1.499546243515787, -0.31967785455889963] User Vector: [1.8997499924279, -0.27030170863783565] Predicted: 2.93517243506535 Movie Vector: [1.693393178325452, -0.5551418323803136] User Vector: [0.5988395979260163, -0.08850737610913675] Predicted: 1.0632050369914723 Movie Vector: [0.4180420492090198, 1.8333176555155615] User Vector: [1.4481343624609178, -0.31959769517836945] Predicted: 0.019456959180574107 Movie Vector: [2.1067370136985986, 0.9625236559744761] User Vector: [0.8709538015578578, -0.9096158368728965] Predicted: 0.9593438501242602 Movie Vector: [-0.6020679354643256, -0.31619437110924414] User Vector: [0.5245880975323689, -0.44360000312658676] Predicted: -0.17557384883780175 Movie Vector: [0.36440055350803857, -0.36805012254989405] User Vector: [0.7344433758147302, -0.283540588292958] Predicted: 0.3719887209362923 Movie Vector: [0.6100525027027264, -0.47406603545532594] User Vector: [1.513557226557365, -0.5402691700477734] Predicted: 1.1794726375684053 Movie Vector: [0.6195296356811602, 0.5119854797958634] User Vector: [1.2730271047825825, -0.5489119503981431] Predicted: 0.5076430701479189 Movie Vector: [0.7087074424246784, 0.128837396602351] User Vector: [0.8371350114423667, 1.3880696667496424] Predicted: 0.7721190950901905 Movie Vector: [0.44685980740086756, -0.8987424546724571] User Vector: [0.24742480208399462, -1.4585748481907617] Predicted: 1.421447338791923 Movie Vector: [0.06885153149493203, -1.4375746073619156] User Vector: [0.4814559455318541, 0.3944405749536957] Predicted: -0.5338887754694587 Movie Vector: [0.23619913923054683, -0.9529213104575469] User Vector: [0.3418827707516741, -0.38714145333761374] Predicted: 0.44966775721621793 Movie Vector: [0.1698990167820577, -0.5643278242216391] User Vector: [1.5181130424812095, -0.5632278911811919] Predicted: 0.5757710836527998 Movie Vector: [-0.30293619287647533, -0.013408676488732146] User Vector: [1.793242046335835, -0.2777882476049736] Predicted: -0.539513145678491 Movie Vector: [1.178348944221161, 0.5181067004805873] User Vector: [2.3567922517320543, 0.5887351617166383] Predicted: 3.082151293670991 Movie Vector: [0.551469984167516, -0.059751117798030766] User Vector: [1.1158415688116712, -0.35144820431023954] Predicted: 0.636352555341676 Movie Vector: [0.7760294303472028, 0.04290331671419642] User Vector: [1.544292833156793, -0.6501853356111486] Predicted: 1.170521580227283 Movie Vector: [0.06228632849012378, 0.2504342309003511] User Vector: [1.6559374865729652, -0.1680250015683204] Predicted: 0.06106305420800104 Movie Vector: [-0.022114922720381402, 0.21941425980827828] User Vector: [1.306123132054184, 0.29507543782015] Predicted: 0.03585894664823106 Movie Vector: [0.24626836495574486, 0.24657729157665922] User Vector: [-0.7207027372574815, 0.4127035261747019] Predicted: -0.07572296701523487 Movie Vector: [0.5203217693539395, -0.3860084169157723] User Vector: [1.3220365909754235, -0.7466421859157065] Predicted: 0.9760945863548364 Movie Vector: [1.1470490168897434, -0.6861139536252095] User Vector: [-0.38431220774450314, -0.9029594020769881] Predicted: 0.17870810525003838 Movie Vector: [-0.7366559112620085, 0.5198845515175609] User Vector: [1.1018201661610478, -0.0709355580531006] Predicted: -0.8485406393353084 Movie Vector: [1.9278464483346356, -0.09629659770615742] User Vector: [0.790405563560191, -0.7418260815880356] Predicted: 1.5952158862000685 Movie Vector: [1.7109655268035386, -0.8980493057351364] User Vector: [0.17360751570850835, -0.7688732390257396] Predicted: 0.9875225530766526 Movie Vector: [0.08983713974188867, -0.1774473281749405] User Vector: [0.08984653053408424, -0.9858351250156939] Predicted: 0.18300536427395772 Movie Vector: [1.2720063090732259, -0.5346525462923927] User Vector: [0.03534302205943879, -0.5087371994652216] Predicted: 0.3169541861290619 Movie Vector: [1.5727369445885526, 0.18726839618409136] User Vector: [1.0566149691720232, 0.07745551793812543] Predicted: 1.6762823688420163 Movie Vector: [1.1721171179873888, -1.0538872479101136] User Vector: [-0.6727492239440062, 0.11085406059202887] Predicted: -0.9053685623344951 Movie Vector: [0.21334641747931604, 0.2178195988736714] User Vector: [-0.6928234815106263, 0.585381190819841] Predicted: -0.020303911553269438 Movie Vector: [-1.060649168365146, 0.05388166791322685] User Vector: [0.16113999525057318, -0.09969981487977554] Predicted: -0.1762849942692463 Movie Vector: [2.4515160859662, -0.4091909767807925] User Vector: [1.2740575322355143, 0.008539790749494902] Predicted: 3.1198781294034745 Movie Vector: [1.2720905585445625, 1.3122229082603158] User Vector: [1.16407314697085, 0.9394870730607072] Predicted: 2.713622919001568 Movie Vector: [0.14372947788385237, 0.4317256875121668] User Vector: [-0.4213005799220627, -0.40166210783100054] Predicted: -0.23396116203528705 Movie Vector: [-0.24822476730684398, 0.705459517556755] User Vector: [-0.16507094218268292, 0.6912908614386877] Predicted: 0.5286524138143481 Movie Vector: [1.9024349798185498, -0.26955223505181086] User Vector: [0.8356670024577129, -0.30626320003975005] Predicted: 1.6723560670405013 Movie Vector: [-0.1626300118804216, -0.3104278970583739] User Vector: [1.5144294659727822, -0.4124653249950179] Predicted: -0.11825093859551192 Movie Vector: [1.1239530691050668, 0.22275162689342531] User Vector: [0.6301680453546799, -0.3167033666235731] Predicted: 0.6377331184703074 Movie Vector: [1.5856250808122951, 0.651408582083735] User Vector: [-0.07725930933671607, -1.3753492011404975] Predicted: -1.0184185715954617 Movie Vector: [0.48714827627224144, -0.16489479319697337] User Vector: [1.3121738095196678, -1.503654604998821] Predicted: 0.887168024608044 Movie Vector: [0.5891490587746222, 0.09315620388419463] User Vector: [1.4744208109597747, -0.21365083405857607] Predicted: 0.8487507323570775 Movie Vector: [0.08563244663434652, -0.6584894182684541] User Vector: [0.21922065191783507, -0.1254507326290277] Predicted: 0.10138038072674048 Movie Vector: [-0.25406226845277136, -0.6740535457303923] User Vector: [0.9119607278330112, 1.19590493757523] Predicted: -1.0377987747821624 Movie Vector: [0.863997017182368, -1.2455776480432614] User Vector: [1.1957430453886968, -0.19034379303051252] Predicted: 1.270206398574974 Movie Vector: [0.5146435181821177, -0.1782348696058699] User Vector: [1.282670887022858, -0.7255001740312215] Predicted: 0.789427686884712 Movie Vector: [1.723875175515576, -0.22184695577779445] User Vector: [1.6688768193280306, 0.6375829019282254] Predicted: 2.7354894939842356 Movie Vector: [1.7345000194595108, -1.002278903879994] User Vector: [1.2418335413777772, -0.5558101846958975] Predicted: 2.7110371243675693 Movie Vector: [2.3362168509249357, 0.6811479906898188] User Vector: [0.9576453989226325, 0.3602036763501961] Predicted: 2.482619328558808 Movie Vector: [1.8188392277234668, -0.18556659327030275] User Vector: [0.16752504426565473, -0.27867677724048295] Predicted: 0.3564142223125465 Movie Vector: [-1.2360937270219405, 1.1726690068533157] User Vector: [0.7529632112566174, 0.6554501205031333] Predicted: -0.16210706026030552 Movie Vector: [0.5090388948162586, 0.12546667360939043] User Vector: [0.7456390504684991, 0.3559856727516234] Predicted: 0.42422361639507644 Movie Vector: [1.8972598785063508, -1.4353227345093642] User Vector: [2.0730593790573693, -0.3307171535855095] Predicted: 4.4078182348803425 Movie Vector: [0.5984448641619476, -0.19779111829305723] User Vector: [0.11527964105593067, 0.0636891461654102] Predicted: 0.05639136168916804 Movie Vector: [0.6085274969399432, -0.19222071343363928] User Vector: [0.8046062367303766, -0.5474660741657161] Predicted: 0.5948593386166511 Movie Vector: [0.3909013564508652, 0.9714557825554029] User Vector: [1.158109370087757, -0.36247111270059473] Predicted: 0.10058186524347734 Movie Vector: [2.0530173585946847, -0.11436918150293782] User Vector: [0.20259291352042097, 0.11615464090570003] Predicted: 0.4026422569775435
avg loss: 14.09190903134087: 38%|█████████████████▍ | 26555/70000 [00:43<01:12, 602.92it/s]
Movie Vector: [-0.9587541779891058, -0.7093667683337179] User Vector: [1.5360826412518007, -0.5577734569638487] Predicted: -1.0770596954079332 Movie Vector: [-0.4286201587401821, -1.1558605009519047] User Vector: [0.0035157418378193722, 1.3456530249463696] Predicted: -1.5568940973465724 Movie Vector: [1.5716543698562666, 0.4027057873305969] User Vector: [1.5844775179044548, -0.19624867601679646] Predicted: 2.411220537365616 Movie Vector: [1.6532138366938671, 0.5149131599413586] User Vector: [0.7213591601575253, -1.0822541409872903] Predicted: 0.6352940452029019 Movie Vector: [-0.9670462516016902, -0.8820012180886503] User Vector: [0.9709738407322739, -0.4138781267534317] Predicted: -0.5739356011466665 Movie Vector: [0.9000301971698578, 0.669656696757744] User Vector: [0.9122749264611663, -0.7479134984682123] Predicted: 0.3202296990912099 Movie Vector: [0.8212860483908497, -1.006674982760157] User Vector: [-0.8181585603014239, 0.8017962773047087] Predicted: -1.479090464579979 Movie Vector: [1.7179948597687142, -0.042315735222868106] User Vector: [1.6229250198241707, -0.08930918569130136] Predicted: 2.791956025702647 Movie Vector: [2.5019757513995424, -0.40885275423338985] User Vector: [0.17116392558194654, -0.21092698332549448] Predicted: 0.5144860693951547 Movie Vector: [1.5649782571046649, 0.42699248856019995] User Vector: [1.3855293487131999, -0.4493163401642135] Predicted: 1.9764686030790661 Movie Vector: [1.3870474650768476, 0.24834809954484025] User Vector: [1.438402190981144, -0.1892159346887255] Predicted: 1.948140694977834 Movie Vector: [0.5010718846938365, -0.4177604940401225] User Vector: [0.23397565278099405, 0.7607101733163967] Predicted: -0.20055603651456172 Movie Vector: [1.0176104751400776, -0.0672676102030533] User Vector: [1.0309594513078024, -0.399274797315974] Predicted: 1.0759733985252407 Movie Vector: [1.241461525846564, 0.16071528566680532] User Vector: [0.840544548235444, 0.05849992060491055] Predicted: 1.0529055488458887 Movie Vector: [-0.0016116737113915647, 0.4981504894241541] User Vector: [1.2267023228088012, -0.1920060593981165] Predicted: -0.09762495634694884 Movie Vector: [-0.7224996002696764, -0.20880983700439956] User Vector: [1.9367849928343897, -0.2924195822306631] Predicted: -1.3382662978286752 Movie Vector: [0.5347702331495905, -0.30819919486406006] User Vector: [1.915465273079699, -0.021790101115381804] Predicted: 1.0310495022945416 Movie Vector: [0.964356869694822, -0.08288431039182245] User Vector: [1.5784014658821348, -0.7557785255377701] Predicted: 1.5847844786579603 Movie Vector: [0.3543138963578472, -1.023057842953347] User Vector: [0.775945586713636, -0.9251305182767532] Predicted: 1.2213903366687113 Movie Vector: [-1.5351136332762811, -0.48099987564349256] User Vector: [1.2629971884274533, -0.28730044408535954] Predicted: -1.8006527248672177 Movie Vector: [0.4827654385252391, -0.8024725472499379] User Vector: [0.7196674958249638, 1.1488221851623097] Predicted: -0.5744676710501392 Movie Vector: [1.774311583747578, -0.17954475016781002] User Vector: [0.5662950882673656, -0.10629733923046096] Predicted: 1.02386906414778 Movie Vector: [0.2853785745155271, 1.289585883528996] User Vector: [0.953530623634069, 0.5708090280098053] Predicted: 1.0082244748419442 Movie Vector: [0.6935099278035155, 0.12834867911147632] User Vector: [1.1636338052379493, -0.8637124273986957] Predicted: 0.6961352470715108 Movie Vector: [2.570364787752256, 0.04007915920818342] User Vector: [0.5318158277872203, 0.9808328469772273] Predicted: 1.406271633144205 Movie Vector: [2.4404649035061974, 1.4319099798426496] User Vector: [0.1656114861967996, 0.9588037545958954] Predicted: 1.777089684597256 Movie Vector: [1.5318639326242327, -0.09355460969982671] User Vector: [1.9414317862751471, -0.8870144304560347] Predicted: 3.0569936198845644 Movie Vector: [-0.2538334709467582, -1.4037367029237382] User Vector: [1.235532693769212, -0.850406017493652] Predicted: 0.8801265870154088 Movie Vector: [0.8557130332598414, -0.031672159837799085] User Vector: [1.2307213299812725, 0.44486927468247717] Predicted: 1.0390543116011917 Movie Vector: [0.2660723065531638, 0.6876791139505513] User Vector: [0.6944345829041862, 0.06692520205773873] Predicted: 0.23079287487562844 Movie Vector: [1.9554545571531499, -1.2418048339469585] User Vector: [1.1790203177976546, -0.0417540560513518] Predicted: 2.3573710420550396 Movie Vector: [1.3693636821776325, 0.6473465562331223] User Vector: [-0.43033246776477246, 0.035427058738740275] Predicted: -0.5663480681469641 Movie Vector: [2.1261187919862694, -0.9267133334263804] User Vector: [1.1315764631419978, 0.5416436281931505] Predicted: 1.903917610643526 Movie Vector: [2.1324293661439904, -0.06986672533624351] User Vector: [-0.35691326288687547, 0.40143569223554787] Predicted: -0.7891393201958291 Movie Vector: [1.3741556961766574, -0.48335965833641187] User Vector: [0.3105472873787006, 0.7456443878628648] Predicted: 0.06632590732579352 Movie Vector: [1.1672823124315785, 0.48997043181941546] User Vector: [0.3384163180552261, -0.23825802411458816] Predicted: 0.27828799534421944 Movie Vector: [0.04781085533721606, -0.05815503708146634] User Vector: [-0.3455054570053331, -1.189136879988901] Predicted: 0.05263538792759302 Movie Vector: [-0.03210289149881085, 0.0920772824880203] User Vector: [0.9401334332653175, -1.0098994886410426] Predicted: -0.12316980210262955 Movie Vector: [1.3765237884835229, -0.9092468160532211] User Vector: [1.8632149592003635, -0.5073345064018968] Predicted: 3.0260519990175143 Movie Vector: [0.821081582100923, 0.04686662208742294] User Vector: [0.8684734386991475, 0.20056786981390734] Predicted: 0.7224874836171727 Movie Vector: [0.2806332440273705, 0.38224882899625934] User Vector: [0.655827165988714, 0.05066311845304555] Predicted: 0.20341282281466505 Movie Vector: [-0.07768356647984637, -0.38206800436099797] User Vector: [1.3102804814494595, -0.45578153139287947] Predicted: 0.0723522792359528 Movie Vector: [1.5564993280508377, -0.0014737782610251006] User Vector: [0.6976796820106481, -0.950481918258249] Predicted: 1.0873387558329224 Movie Vector: [0.7318183805291392, -0.2761096679777709] User Vector: [1.3601822304920501, -0.6879193366834317] Predicted: 1.185347536790355 Movie Vector: [-0.10504354474108403, 0.405884113546665] User Vector: [0.0909915193168063, -0.1577412209676094] Predicted: -0.07358272737262089 Movie Vector: [1.8592154647517316, -1.429253472647469] User Vector: [1.741945019204908, -0.7491055288761896] Predicted: 4.30931279697873 Movie Vector: [-0.1911963714302995, -0.4871875607053099] User Vector: [0.8988339759931252, -0.1868539567352932] Predicted: -0.08082087133815145 Movie Vector: [0.6315749823085903, 0.9242735613593203] User Vector: [0.29132504963595235, 0.0017877154282563285] Predicted: 0.18564595117544727 Movie Vector: [1.8031786814469613, 0.20731907152990806] User Vector: [1.7530817274816934, -0.17152086291249322] Predicted: 3.125560051782174 Movie Vector: [-1.0675779380732529, -0.7840846525190598] User Vector: [1.4098953064116422, -0.566140038915524] Predicted: -1.0612714084278922 Movie Vector: [1.902206033228969, -0.16613301333472782] User Vector: [1.4390543191846064, -1.0242893641257005] Predicted: 2.9075460866860796 Movie Vector: [0.9931710633975599, -0.02002645015547186] User Vector: [-0.07754204539628673, -0.34389945065603145] Predicted: -0.07012543047719479 Movie Vector: [2.2328532793333697, -0.875623498260054] User Vector: [2.0263518095271893, 0.6586897887257183] Predicted: 3.9477820259137033 Movie Vector: [1.6911430533361107, 0.3860782310939648] User Vector: [0.8122976044657911, -0.5842869409631839] Predicted: 1.1481309824155166 Movie Vector: [-0.45622807870916693, -0.44677687938982424] User Vector: [-1.412550972409903, -0.32915306242416936] Predicted: 0.79150339429281 Movie Vector: [2.3288006501446756, -0.8444346626830602] User Vector: [0.27348558572018544, -1.1722706926520141] Predicted: 1.6267994167532063 Movie Vector: [1.9133567257426478, -1.452536364760296] User Vector: [1.1411919909588253, 0.21604544184768998] Predicted: 1.869693510540236 Movie Vector: [1.6709776888206622, -0.12126790564382503] User Vector: [1.5383379937423374, -0.6505145529724878] Predicted: 2.649415002838388 Movie Vector: [0.8221606212313339, -0.3869716813216806] User Vector: [1.5423048574305087, 0.18047340221312227] Predicted: 1.1981842238249152 Movie Vector: [0.26414245480600806, 0.574943807307569] User Vector: [-1.645349376469344, -0.5559387527768082] Predicted: -0.7542401664654668 Movie Vector: [0.6396260752316079, -0.5290117532212621] User Vector: [1.1277085495911983, -1.2245275829590143] Predicted: 1.36910127710909 Movie Vector: [1.5613440331820811, -0.38511118747198136] User Vector: [-1.431757500005502, 0.15684973487497952] Predicted: -2.295870617249653 Movie Vector: [-0.7943007322203528, 1.9437193603232679] User Vector: [0.28272548103042927, 0.10790448425247423] Predicted: -0.014833021492590082 Movie Vector: [1.3897744697650518, -0.2973499606390466] User Vector: [0.5349376186379255, 0.097640432176777] Predicted: 0.7144092666353583 Movie Vector: [0.05967374425920219, 1.7103325943851162] User Vector: [-0.0508102501130141, 0.297666167115407] Predicted: 0.5060761099921774 Movie Vector: [-1.7811250021237985, -2.037245345189223] User Vector: [-1.1913143175843879, 1.0811933679041361] Predicted: -0.0807764395745556 Movie Vector: [1.7740175681421875, -0.42451920041059155] User Vector: [1.0293289359808526, -0.5347399364102524] Predicted: 2.0530549860596286 Movie Vector: [-0.5247573309596607, 0.5651111688715096] User Vector: [1.3738413169775339, -1.1297688017422844] Predicted: -1.359378270766383 Movie Vector: [0.5775465153774972, 0.16503367504671027] User Vector: [2.0382412061930903, -0.3043763683023039] Predicted: 1.126946755477346 Movie Vector: [0.5131430854385356, 1.0338049436517252] User Vector: [2.138900284429141, -0.2756130788255218] Predicted: 0.8126317279724338 Movie Vector: [0.6815797420257212, 0.9245804154405065] User Vector: [1.107841002661703, 0.4185089998548845] Predicted: 1.1420272097510997 Movie Vector: [-0.022031940088008226, -0.09828679818277562] User Vector: [1.3983111893277531, 0.027684469474570123] Predicted: -0.03352852621170487 Movie Vector: [1.4348340302583695, -0.7191143843452338] User Vector: [0.7601955994848459, -0.7806867864286774] Predicted: 1.6521576135826361 Movie Vector: [-0.014980020235194347, -0.8518301668682435] User Vector: [-0.6595737419311265, 0.9029647951512582] Predicted: -0.7592922241291145 Movie Vector: [1.1891334199612846, 0.8529608463204705] User Vector: [1.3470590191524883, -0.031573059908797024] Predicted: 1.5749023144337577 Movie Vector: [-0.8545811654617591, -0.9299395221130451] User Vector: [-0.012557684286459137, -0.6038871612967502] Predicted: 0.5723100986595263 Movie Vector: [1.3907584183495223, 0.17110599770737225] User Vector: [0.9051838421468317, 0.04430489655386309] Predicted: 1.266472882147842 Movie Vector: [1.5839980896024959, -0.31897693555723566] User Vector: [1.4469683068111678, -1.0249805482503047] Predicted: 2.6189401879909053 Movie Vector: [-0.355282271533354, -0.8515079013338579] User Vector: [0.8177770302541887, -0.05046702157431711] Predicted: -0.24756861328919122 Movie Vector: [-0.5654556544012568, 2.2598644491355793] User Vector: [1.1847550956330202, -0.5719331357355134] Predicted: -1.9624178286377134 Movie Vector: [2.4091625895498003, 0.3290902743814488] User Vector: [1.1205451822876535, -0.3466270237211124] Predicted: 2.585503950723271 Movie Vector: [0.7845238264270759, 0.11683672939116245] User Vector: [0.6174384028197021, -0.682411136795726] Predicted: 0.40466445303981713 Movie Vector: [0.7864959771025765, -0.061426818581344106] User Vector: [1.504056236200326, -0.17746070801613897] Predicted: 1.1938350258242232 Movie Vector: [0.9200038337013989, 0.3784895169914503] User Vector: [1.5232662116948796, 0.8937766344912024] Predicted: 1.7396958411939152 Movie Vector: [0.9458277486271717, -0.07073591256449546] User Vector: [1.6089670464353123, 0.1490970765978942] Predicted: 1.5112591613713708 Movie Vector: [1.0849190172944148, 0.9855594568098924] User Vector: [-0.3485467981938628, 1.6217324531857995] Predicted: 1.2201687058751705 Movie Vector: [0.2218783182203748, -0.4693035675193155] User Vector: [-0.3626914356395188, -0.29520079439464564] Predicted: 0.058065420171313414 Movie Vector: [0.9163482133890205, 0.7643138618290144] User Vector: [1.3791101202023568, 0.46380168227682655] Predicted: 1.6182351496179417 Movie Vector: [0.975479408064288, -0.09848905091889458] User Vector: [0.7828703243698526, -0.1773175896718021] Predicted: 0.7811377217254027 Movie Vector: [1.2221019348926956, 1.9029711866582946] User Vector: [0.8361922127820005, -1.0990886495956205] Predicted: -1.069621910580553 Movie Vector: [-0.5299778802865631, -0.11012720724475694] User Vector: [-0.8917630352178998, 0.0806762750244486] Predicted: 0.4637300302633418 Movie Vector: [-0.44731360417153115, 0.15413376274733698] User Vector: [1.2949546883813352, 1.0744977102780444] Predicted: -0.41363447375012413 Movie Vector: [0.8428899921030767, -0.332284721323867] User Vector: [0.1141897304402704, 2.463730819847466] Predicted: -0.7224107279009856 Movie Vector: [1.0099753436999181, 0.5574018964370792] User Vector: [0.8052924841129854, -0.010765676425241552] Predicted: 0.8073247449651156 Movie Vector: [-0.4177264701499768, 0.38405679396666237] User Vector: [1.3609060561957573, -0.8974641775597934] Predicted: -0.9131636977939214 Movie Vector: [-0.7052827914138667, 0.1745977502187051] User Vector: [-0.8443151950526001, -0.19603501619388664] Predicted: 0.5612537048083012 Movie Vector: [1.1080330576242505, -1.104021795118106] User Vector: [1.5461836997308787, -0.8363732871095797] Predicted: 2.6365969902851307 Movie Vector: [-0.7575591322573482, 1.4925761936167694] User Vector: [0.7234202054961769, -0.5931646829777684] Predicted: -1.4333770678399715 Movie Vector: [-0.6203406636381951, -0.43202600092743676] User Vector: [1.0311060761359725, 0.38290980834751254] Predicted: -0.8050640207678316 Movie Vector: [0.26596365582445985, -0.09649019704655491] User Vector: [-0.07455240237484015, -0.6906858949908035] Predicted: 0.046816188618830135 Movie Vector: [-0.259657302683695, -0.6574012633051345] User Vector: [0.10807866869971068, -0.46342213505604113] Predicted: 0.2765908814371925 Movie Vector: [0.4408249958047403, 0.10727705835056506] User Vector: [1.2264051412598433, -0.10015053491147775] Predicted: 0.5298861864732435 Movie Vector: [0.3050809301553004, 1.3668280043105927] User Vector: [0.8589636758593877, -0.5160377718506213] Predicted: -0.44328144064667163 Movie Vector: [1.2834095702953496, 0.21928021836141157] User Vector: [-0.3635087217398167, 0.7811760277421954] Predicted: -0.29523412242470126 Movie Vector: [-0.23906601427428503, -1.6167690826704857] User Vector: [1.999059705266574, 0.057961078839365916] Predicted: -0.5716169163001201 Movie Vector: [-0.9772903140228557, -1.11231480589132] User Vector: [1.4899767735628393, -0.6463392050244597] Predicted: -0.7372072015452567 Movie Vector: [0.9450844601755365, -0.49398212257455176] User Vector: [1.9375029950940585, -0.886774489742169] Predicted: 2.2691547168947555 Movie Vector: [0.8608771678869823, 0.6006930095910226] User Vector: [1.2555679724654625, -0.09305360807047208] Predicted: 1.0249931483405126 Movie Vector: [2.1132978900810904, -0.221925191288133] User Vector: [1.2545997510812643, -0.09372920249778387] Predicted: 2.672143878049902 Movie Vector: [-0.8570832343972311, -1.0502616509660705] User Vector: [-0.5407522586510543, -1.0015946809339675] Predicted: 1.515406178048797 Movie Vector: [1.486525707414198, -0.18115205224518977] User Vector: [0.5064215888058504, -0.6968626132537838] Predicted: 0.8790468030733078 Movie Vector: [0.2939647636743859, -0.11350987211228233] User Vector: [0.09719204257908345, -1.0003440629694942] Predicted: 0.14211996248373931 Movie Vector: [0.43537495865377784, -1.7808933126646453] User Vector: [1.7648219949520683, -0.27434220075207005] Predicted: 1.2569334937845975 Movie Vector: [2.4016069187538265, 0.7057434650222318] User Vector: [0.923116114662441, 0.06881630216331407] Predicted: 2.265528703325223 Movie Vector: [1.282763271673622, 0.9260886504680611] User Vector: [1.652905140969299, -0.8908524507169312] Predicted: 1.2952776625453193 Movie Vector: [0.6540456762266512, -0.3772444712299257] User Vector: [0.8105890065131084, 0.2738303977387926] Predicted: 0.42686123130510434 Movie Vector: [0.37369456460049233, 0.209983239977262] User Vector: [1.1859830327159164, 1.1120467835990457] Predicted: 0.6767065996607666 Movie Vector: [1.310304675903989, -0.0754007293410476] User Vector: [0.7275910026239246, 0.1526198676545374] Predicted: 0.9418582435507137 Movie Vector: [0.8538257351573132, -0.6698646351006589] User Vector: [0.88342022926904, -0.1623688240906271] Predicted: 0.8630520598096711 Movie Vector: [2.1204248022173444, 0.14984785504429507] User Vector: [1.7940204239647997, 0.10244257509746987] Predicted: 3.8194362028030064 Movie Vector: [0.6106360452988246, 0.16051181822384475] User Vector: [-0.8014795458285919, -0.20032728685987058] Predicted: -0.521567197306397 Movie Vector: [-0.1513989262085541, 0.37239118877774335] User Vector: [1.224852321915574, 0.06392000530284409] Predicted: -0.1616380795406664 Movie Vector: [0.14748927421325803, -0.09862916576794527] User Vector: [0.10197229529584392, -0.11525803347330008] Predicted: 0.026407623512569544 Movie Vector: [1.6005767646108302, -1.0354927841459936] User Vector: [1.7163186200439546, -0.09160955279422903] Predicted: 2.841960734788543 Movie Vector: [0.39341110795169554, -0.803126145501331] User Vector: [1.6297689555531145, 0.14754135778263722] Predicted: 0.5226748885314262 Movie Vector: [0.5382988004311317, 1.0736143929407032] User Vector: [0.8489466771456183, 0.14563652512597805] Predicted: 0.6133444474506019
avg loss: 14.079798768148793: 38%|█████████████████ | 26617/70000 [00:43<01:15, 576.98it/s]
Movie Vector: [1.0040591207559257, 1.022701039405313] User Vector: [0.11034325880175723, 0.5638362076000506] Predicted: 0.6874270309807575 Movie Vector: [2.1272509774375283, -0.01831643431448364] User Vector: [0.16855869276924812, -0.052376281200331914] Predicted: 0.3595259906632179 Movie Vector: [0.43709815847322986, -0.37687692932556427] User Vector: [-0.03966352482592819, 0.3197188890666352] Predicted: -0.13783152681878463 Movie Vector: [-0.5551845975745323, -0.48651671722918194] User Vector: [0.9680639218760753, -0.1960156180503177] Predicted: -0.4420893038737026 Movie Vector: [0.9812143042891998, -0.06745677020308653] User Vector: [1.2210718147011512, 0.09703766726684976] Predicted: 1.1915872835272774 Movie Vector: [0.6907951250036539, -0.0747627837008773] User Vector: [2.0111137691954486, -0.9252497879480106] Predicted: 1.4584418373535792 Movie Vector: [-0.20490297085812684, -1.2367891918165266] User Vector: [1.1310783984846111, 0.022017916172068927] Predicted: -0.2589928448708862 Movie Vector: [2.0436808429109337, -0.32563885863699427] User Vector: [1.7695500596049125, -1.3148089349006347] Predicted: 4.0445484382732255 Movie Vector: [-0.6569230222324708, -1.720045656644994] User Vector: [0.13922116463829853, 0.45907137450778823] Predicted: -0.8810813120450841 Movie Vector: [0.3213644616933472, 0.05250395132926569] User Vector: [1.0959076050649568, 0.6123361402705001] Predicted: 0.3843358244732579 Movie Vector: [0.4591270627404609, 0.2582849310123954] User Vector: [1.3030058046585864, -0.8098085670236606] Predicted: 0.3890838779597146 Movie Vector: [1.8579005579597994, -0.1415959034042406] User Vector: [0.9246560362785672, 0.3288761533946858] Predicted: 1.6713514496748143 Movie Vector: [-0.0629806575371967, 0.3471442370902209] User Vector: [-0.48736237439681906, 0.5308119706334001] Predicted: 0.21496271938228953 Movie Vector: [0.732638033096958, -1.8271029622940878] User Vector: [0.4430158775774736, 0.3421796713599264] Predicted: -0.30062720999945597 Movie Vector: [0.07469770224836875, -0.02576266866422626] User Vector: [0.1217080794594833, -0.12845576556750954] Predicted: 0.01240067720701056 Movie Vector: [0.7855901789877698, -0.16822989691912493] User Vector: [1.3953461854157037, -0.3560693591323242] Predicted: 1.1560717711335142 Movie Vector: [0.9570745072811508, -1.2603941444297433] User Vector: [0.5195131118903815, -0.4471361903972697] Predicted: 1.0607805917279258 Movie Vector: [1.2762735217056016, -0.5960759808947441] User Vector: [0.7775375702269585, -0.3270663825924435] Predicted: 1.1873070278334632 Movie Vector: [0.379981215599775, -0.30706234129008536] User Vector: [-0.4276163909484467, 0.4123555569561966] Predicted: -0.2891050588059263 Movie Vector: [-0.13814171051210317, 0.7698281912678135] User Vector: [0.49550337889369805, 0.10113942302388107] Predicted: 0.009410294767442415 Movie Vector: [1.4613706515146636, 0.17456216599071128] User Vector: [2.072001681186631, 0.05481292162668059] Predicted: 3.0375307090986174 Movie Vector: [1.3421440718189273, -0.3259433405440322] User Vector: [0.5961698633238695, -0.5789955200808734] Predicted: 0.9888655818324207 Movie Vector: [0.666012642772682, -0.6842841994544512] User Vector: [1.7675675128814117, -0.1493354347891508] Predicted: 1.2794101889781622 Movie Vector: [-0.4280574282775991, -0.9404749623840312] User Vector: [0.7008256947093133, 0.05002710609994169] Predicted: -0.347042885275655 Movie Vector: [0.7392333531353665, -0.5774190276611469] User Vector: [0.10499683870862972, -0.09684770599531181] Predicted: 0.13353887337421916 Movie Vector: [1.002409753205485, -1.2994134274649083] User Vector: [1.3447387217164553, 0.44064919515234674] Predicted: 0.7753937291790871 Movie Vector: [2.085813321970722, -0.09556594064468273] User Vector: [1.4769723114799977, -0.48396347939185436] Predicted: 3.1269389486126262 Movie Vector: [0.20279043641885341, 1.1484427639409487] User Vector: [0.6990686272642768, -0.30304824423800336] Predicted: -0.20626913121049284 Movie Vector: [0.10436219501499494, -0.6692076632684295] User Vector: [-0.019494851162823346, 1.1736921770455608] Predicted: -0.7874783246559385 Movie Vector: [0.15080976200854712, 0.45519082642017117] User Vector: [1.2631609732842515, -0.6143814131947449] Predicted: -0.08916377744982587 Movie Vector: [-0.5555414629979094, -0.09936596557663745] User Vector: [0.976357517763632, -0.8890234591753805] Predicted: -0.45406840938617143 Movie Vector: [1.1532979135828076, 0.2681329103900766] User Vector: [0.373663137796554, -0.7328344275236175] Predicted: 0.23444788931761773 Movie Vector: [1.872162092721993, 0.20056976027815157] User Vector: [1.2685499224020764, -0.8125521521494277] Predicted: 2.2119576870764863 Movie Vector: [1.1659644973206367, -0.21363615588607643] User Vector: [-0.3982886817405086, 0.6787439095771624] Predicted: -0.6093947022672228 Movie Vector: [1.2268336142069898, -0.6837964562970043] User Vector: [0.7960746448946456, -0.2496083680227657] Predicted: 1.1473324512906897 Movie Vector: [0.3474235530868147, -0.3583469532484356] User Vector: [1.5646998806154913, -0.6524277148485049] Predicted: 0.7774090758687496 Movie Vector: [1.2854502335587015, -0.5765994385066513] User Vector: [1.234437281164191, -0.20153107669351467] Predicted: 1.7030103970491992 Movie Vector: [0.7727061189628439, 0.7474685532633016] User Vector: [0.8260356620334298, -0.35257788913364313] Predicted: 0.37474192583140203 Movie Vector: [0.7984383947966879, -1.7762796232641218] User Vector: [0.48138160077075853, -0.17824789583517056] Predicted: 0.7009716578657836 Movie Vector: [1.4242399156461734, -0.7742172754626377] User Vector: [0.954621082126732, 0.21708532399515817] Predicted: 1.1915382413957802 Movie Vector: [1.2459651003714307, -0.1539733338136985] User Vector: [1.4201728507579223, 0.06381315542180928] Predicted: 1.7596602842579079 Movie Vector: [0.049307852562228416, -0.1350953866092935] User Vector: [0.9332704012980748, 0.4254165280654511] Predicted: -0.011454250981088251 Movie Vector: [0.8171939849853516, -1.660318374633789] User Vector: [0.8748081332678543, -0.9078548741021656] Predicted: 2.2222160734954253 Movie Vector: [1.6997794724535373, 0.41104662411348125] User Vector: [0.30305135745251116, -0.26831423896642903] Predicted: 0.40483081436822926 Movie Vector: [0.9910894689218046, 1.1882054823147732] User Vector: [1.17601526059144, 0.3947781916935148] Predicted: 1.6346139517320546 Movie Vector: [-0.12166052317426088, 0.0028404536025470883] User Vector: [0.9993392360688573, -0.4854250035028607] Predicted: -0.12295896148866951 Movie Vector: [0.79110550027893, -0.8191745378341988] User Vector: [1.61416500198416, -0.9041084858310474] Predicted: 2.0175974624600443 Movie Vector: [0.2926970063382164, -0.20963654702425674] User Vector: [-0.6194340675120308, 1.9342372120014244] Predicted: -0.5867933074344799 Movie Vector: [-1.6055519731913221, -1.9455876058332373] User Vector: [1.4191876491318025, -0.7964139273362659] Predicted: -0.7290864642539077 Movie Vector: [1.2336523239467192, 0.0355161900730254] User Vector: [0.8956920980137085, 0.2910969569155265] Predicted: 1.1153112931068154 Movie Vector: [1.8641996759247486, -0.4713691167932845] User Vector: [0.4013898921074607, 1.0829653720094428] Predicted: 0.23779447586439617 Movie Vector: [0.6278024621108516, -0.0853047199343388] User Vector: [-0.5068094857275222, 0.4147831533933297] Predicted: -0.3535592036945728 Movie Vector: [0.5066631425356818, 0.11916085320569032] User Vector: [0.08591673723028535, -0.13813246315477026] Predicted: 0.02707086191658278 Movie Vector: [1.6416952128381213, -0.2010726361944942] User Vector: [0.6908323200078474, 0.7826505961743383] Predicted: 0.9767664940387694 Movie Vector: [0.6823001899027498, -0.007029626619234175] User Vector: [1.6935847778739672, -0.8614838595867665] Predicted: 1.1615891254312058 Movie Vector: [2.5762414414241803, -0.03334359800590464] User Vector: [1.2261692271221074, 0.579024273687377] Predicted: 3.1396012244935387 Movie Vector: [0.9323841321734426, -0.7249018152059085] User Vector: [0.38676936355807207, 1.2240338198528502] Predicted: -0.5266867204923853 Movie Vector: [-0.4230175295492672, 0.2900246645145153] User Vector: [1.2666928126123957, 0.46343184741383164] Predicted: -0.40142659821756993 Movie Vector: [-0.5593957386937833, -0.13283075139912692] User Vector: [0.47833526980791935, 0.7095066996102665] Predicted: -0.3618230196294375 Movie Vector: [1.276397689133219, -0.7147468048996068] User Vector: [0.9981467782557403, 0.914686829259433] Predicted: 0.6202627524844625 Movie Vector: [-0.01622414285273535, -0.4343061308361167] User Vector: [-0.06856228700122222, -1.3838574796185754] Predicted: 0.6021301519403818 Movie Vector: [-0.16217192308497133, -0.8634252134627388] User Vector: [1.2587038970527369, -0.0001533147363824497] Predicted: -0.20399405577060212 Movie Vector: [1.4497533574222958, -0.4304526391792875] User Vector: [-0.08045800827570328, -0.21453775381448387] Predicted: -0.02429592529617086 Movie Vector: [0.2970431311657619, 0.43577313546275986] User Vector: [2.0120760022675306, 0.029139389415156196] Predicted: 0.6103715189479489 Movie Vector: [-0.02873118337612804, -1.1561006512672682] User Vector: [1.65278081770317, -0.49201851724858825] Predicted: 0.5213365794726719 Movie Vector: [0.06008138148997541, 0.252488499557402] User Vector: [0.8298626902052749, -0.8165378228952909] Predicted: -0.15630711286017923 Movie Vector: [0.9093461679968202, 0.04027152360978461] User Vector: [1.3711510137875265, -0.0076664160067039765] Predicted: 1.246542181879426 Movie Vector: [0.4659694345736114, -0.23578943701524213] User Vector: [0.8944198139659296, 0.06038352054167192] Predicted: 0.4025344986716198 Movie Vector: [1.135531616835191, -0.0551932883602784] User Vector: [1.375876453147539, -1.0320666686163296] Predicted: 1.6193143666560657 Movie Vector: [1.8022598008400292, 0.37581487688836124] User Vector: [0.8304961559988874, -0.5697470426131578] Predicted: 1.2826504220317927 Movie Vector: [1.846306861814643, -0.23125881666593667] User Vector: [1.8381556790942526, -0.5743122956920814] Predicted: 3.526614225293722 Movie Vector: [-0.507580480067532, -0.027491338032528942] User Vector: [1.648283242454415, -0.6729943443190953] Predicted: -0.8181348844786238 Movie Vector: [0.6652208357472921, -0.13674506656324079] User Vector: [0.36154210670859355, 0.462502179095662] Predicted: 0.17726045111644703 Movie Vector: [-0.30795290729922453, 0.6443521439214592] User Vector: [0.838428275951431, -0.6378286349041642] Predicted: -0.6691826734961155 Movie Vector: [-1.262269143040706, -0.5430652103324201] User Vector: [0.744366590846274, -0.6635081107090484] Predicted: -0.579262807036182 Movie Vector: [-0.5130118417633377, 0.30067787079283576] User Vector: [1.0775119144484169, -1.210452267865742] Predicted: -0.9167325823513529 Movie Vector: [1.93724684956693, 0.35052859691251487] User Vector: [0.6153868327693552, -0.42011386984304877] Predicted: 1.0448942777078338 Movie Vector: [0.17894929987052033, 0.2851269100298643] User Vector: [0.6584533149390895, -0.6668249578320943] Predicted: -0.0722999800516863 Movie Vector: [-1.1118221282958984, -0.37583351135253906] User Vector: [1.236085359293672, 0.7183224670748638] Predicted: -1.6442767100094553 Movie Vector: [-0.9175429718445067, -1.162246669001718] User Vector: [1.7997275033621551, -0.14557091142401768] Predicted: -1.4821380150390975 Movie Vector: [0.7414744197060328, -0.6973814789388137] User Vector: [1.0705268361403033, 0.15407891889653635] Predicted: 0.6863164802735067 Movie Vector: [0.9811235745546095, -0.3622859533555446] User Vector: [2.4584875266545962, 0.6334494236532071] Predicted: 2.182590241798556 Movie Vector: [0.8671562784652032, 0.19127897711999142] User Vector: [0.2315329945163009, -0.3829329050759845] Predicted: 0.12752827547813872 Movie Vector: [0.6335888264474124, 1.5183664930085516] User Vector: [1.0669379918417348, -1.2841059298439355] Predicted: -1.2737434272054577 Movie Vector: [0.8369586552807669, -0.25698454355098765] User Vector: [1.00138198022896, -1.1044191105050354] Predicted: 1.1219339565969462 Movie Vector: [-0.05275896437464897, 0.21170831059092388] User Vector: [1.1910332868162887, -0.6469044247500215] Predicted: -0.19979272562578215 Movie Vector: [0.6309097447353, -0.5659862996884806] User Vector: [-0.6547057596124551, -0.7478706072059358] Predicted: 0.010224273944439921 Movie Vector: [0.8385809205588766, -0.18175226118140245] User Vector: [-1.2647118597442724, -1.2963201625420033] Predicted: -0.8249541148290285 Movie Vector: [0.09245962602789837, -1.0062075550542158] User Vector: [1.372191475926881, 0.20342311505169555] Predicted: -0.07781356453480973 Movie Vector: [-0.1548785892643978, 0.16495906621370915] User Vector: [0.5844175300753629, 0.052064135856801655] Predicted: -0.08192531136529428 Movie Vector: [1.5576490208601321, -0.27902145427457864] User Vector: [0.36357503526018464, -0.1719139184234588] Predicted: 0.6142899692107694 Movie Vector: [-0.11134839353826317, -0.23681577015356414] User Vector: [1.82149942874148, 0.21003486541445465] Predicted: -0.2525606036334522 Movie Vector: [0.8594650410405481, 0.6007976662093782] User Vector: [0.7992367824479144, -0.6570485074339778] Predicted: 0.2921628641750232 Movie Vector: [0.17502490705102236, -0.0849234031522123] User Vector: [0.36036738079195446, 0.18556766051785845] Predicted: 0.04731423008116124 Movie Vector: [-0.8032179171316981, 1.9111821468360042] User Vector: [-0.9851909070378844, -0.1611602359319429] Predicted: 0.48331642263505037 Movie Vector: [1.8062202753607892, -0.0471707592859382] User Vector: [1.0635678279195238, -0.5092404499299312] Predicted: 1.9450590336919864 Movie Vector: [1.9731337767894261, 0.38132706960530577] User Vector: [0.8500566610682795, 0.6840048644267417] Predicted: 1.9381050806862872 Movie Vector: [1.8664411508754302, 0.3317844089452459] User Vector: [1.2832913978173928, 1.0957963016062415] Predicted: 2.758756001703647 Movie Vector: [0.14122043757861563, -0.5349524031408464] User Vector: [0.7495923543255875, -0.25479219792090285] Predicted: 0.2421594588627693 Movie Vector: [2.427413817679023, 0.9848597306353447] User Vector: [1.5482581188102023, 0.551749820824909] Predicted: 4.301659330849335 Movie Vector: [0.4314975728333698, -0.3317318488830898] User Vector: [-0.04142795168270913, 0.5665759031275618] Predicted: -0.20582733247565957 Movie Vector: [0.1611343560089671, -0.11405203420287649] User Vector: [-1.0319951110433219, 1.212266433602608] Predicted: -0.30455132037061194 Movie Vector: [1.019619334261872, -1.1743818013416547] User Vector: [1.1219254339507816, 0.736546118192699] Predicted: 0.27895050700201274 Movie Vector: [1.1592131292262766, 0.07772345025936823] User Vector: [0.787008308337065, -0.09471022091419176] Predicted: 0.9049491586902095 Movie Vector: [0.578055444919346, -0.3569918135990649] User Vector: [1.7669704415004952, 0.6249591506443368] Predicted: 0.7983015841070491
avg loss: 14.067766897860013: 38%|█████████████████▏ | 26767/70000 [00:43<01:06, 651.64it/s]
Movie Vector: [0.1723845765868606, -1.2902230923110052] User Vector: [0.5171774122209883, -0.5153858572474241] Predicted: 0.7541161436971332 Movie Vector: [1.3891402342061545, -0.1475399922221749] User Vector: [0.5639850632296166, -0.3620151697199573] Predicted: 0.8368660581483544 Movie Vector: [0.3121130315671454, 0.12324942169684511] User Vector: [1.3670064313869168, 1.0037547089640617] Predicted: 0.5503727088772613 Movie Vector: [-0.6355324918169123, -1.1850570792066237] User Vector: [0.880556170386767, 0.93327342018074] Predicted: -1.6656043305712234 Movie Vector: [1.2007296252564683, -0.7853697580073319] User Vector: [0.896295778210994, -0.08738266482069926] Predicted: 1.1448365962145097 Movie Vector: [0.4916058156265955, 0.5409300855722815] User Vector: [1.8774863722799064, -0.5792386542259091] Predicted: 0.609655604575287 Movie Vector: [0.023583239125292144, -0.27767610827951694] User Vector: [0.532829405007201, -0.48991816959748996] Predicted: 0.14860441398052732 Movie Vector: [2.2059617689639706, -0.09520090344138868] User Vector: [1.3146322753101707, -0.5145290218540781] Predicted: 2.949012167307676 Movie Vector: [0.8690831931217159, 0.20078702711661073] User Vector: [0.5807446428859024, 0.12673730052800214] Predicted: 0.5301626144254127 Movie Vector: [1.6609708771119451, -0.3673078046535552] User Vector: [1.4038522034619287, 0.355513113428441] Predicted: 2.2011748845007455 Movie Vector: [0.7002188815558805, -0.48760830757785867] User Vector: [-0.7935265709517573, -0.7830878696594413] Predicted: -0.17380213718732157 Movie Vector: [0.8665043369630223, -0.6579852105267198] User Vector: [0.4964092912264706, 0.3228684050808707] Predicted: 0.21769816826691377 Movie Vector: [1.166443572112455, -1.1202238106807372] User Vector: [0.5699074755923484, 0.06751859634482937] Predicted: 0.5891289723143114 Movie Vector: [0.5752473344231155, -0.42865760331335384] User Vector: [1.0658580065129308, -0.5265589030300181] Predicted: 0.8388454544962554 Movie Vector: [0.5219579770663252, 0.10065158753431949] User Vector: [1.019534477450689, 0.459792099429421] Predicted: 0.5784329581428435 Movie Vector: [0.45100615067437283, -0.4252249414065356] User Vector: [-2.0722218091352977, -0.9031528499049994] Predicted: -0.5505416637995965 Movie Vector: [2.2089781302367157, -0.09638146582706252] User Vector: [1.858775110168158, 0.1742782439637247] Predicted: 4.089196374774813 Movie Vector: [1.3080339175434461, 0.11509908083988628] User Vector: [1.372895072640541, -0.48132334758547] Predicted: 1.7403934453482361 Movie Vector: [0.9883276474324221, 0.36360788471553074] User Vector: [0.6269847397353577, -0.29860397950952156] Predicted: 0.5110915914415788 Movie Vector: [0.46091720272734926, 0.15862570606984572] User Vector: [-0.26384669569280794, -1.7034884392320833] Predicted: -0.3918285373825918 Movie Vector: [-0.37140773579805614, -0.9051196684042546] User Vector: [0.13499726392180303, -1.0149419548601764] Predicted: 0.8685048975004793 Movie Vector: [0.6119064014633677, -0.3078584220193825] User Vector: [1.4882821125541545, -1.9429011961971383] Predicted: 1.5088278482561333 Movie Vector: [1.452419776562166, -0.3894055633449505] User Vector: [0.9891526123977599, -1.3421170858712907] Predicted: 1.9592926761832303 Movie Vector: [2.2103039909482063, -0.13635813210410866] User Vector: [1.1699885634264422, -0.5793244471571107] Predicted: 2.665025990601813 Movie Vector: [0.9327862676319636, 0.11198471041029354] User Vector: [-0.6156630352620345, 0.553591428850951] Predicted: -0.5122882489355448 Movie Vector: [1.2573790299293277, -0.6933739392854729] User Vector: [-0.598355823530333, -0.9522313678315127] Predicted: -0.09210765031860402 Movie Vector: [1.7994810703998858, -0.5708214250408133] User Vector: [1.21693813781073, 0.08338627564447805] Predicted: 2.1422584701458693 Movie Vector: [1.3817476379193359, 0.5689164240526767] User Vector: [1.0073251113718165, 1.0390219185725225] Predicted: 1.9829857276814704 Movie Vector: [1.7562381984373296, 0.37984378293873067] User Vector: [0.956446721289144, -0.838961500347748] Predicted: 1.3610739566660952 Movie Vector: [-0.5806814682843728, 1.3475462612492906] User Vector: [0.9425026797122119, -0.11760554121764741] Predicted: -0.7057727472872833 Movie Vector: [2.530912425754933, 0.2914284433108258] User Vector: [0.5895658881913153, -0.13187425944871545] Predicted: 1.4537077220807364 Movie Vector: [-0.2583923582091303, -0.7626512496506961] User Vector: [0.21302857066029515, -1.6403909775287628] Predicted: 1.1960012741892039 Movie Vector: [1.1719966414934646, -0.35869017238391476] User Vector: [1.046069812648206, -0.9811191368943156] Predicted: 1.577908099533175 Movie Vector: [0.36120229806174964, 1.5012777565914404] User Vector: [-1.1895622049867351, -0.41202415600310743] Predicted: -1.0482353027144375 Movie Vector: [0.43393456972691047, -0.2716022189411976] User Vector: [-0.44351616197666943, -0.10884198269492404] Predicted: -0.16289527090037598 Movie Vector: [0.2769828941232014, 0.08476138494728189] User Vector: [1.3256216355823405, -0.8334019956577703] Predicted: 0.29653420976614725 Movie Vector: [-1.141378848948883, 0.009927071618422947] User Vector: [1.40198294287201, -0.006300985762690099] Predicted: -1.6002562279181554 Movie Vector: [1.159801030849574, 0.1054580964961056] User Vector: [0.8875534781998276, 0.004643499960738207] Predicted: 1.0298751336172243 Movie Vector: [-1.1476802825927734, -0.7180309295654297] User Vector: [-0.2296412885613699, 0.3957326116909521] Predicted: -0.020593476080727924 Movie Vector: [1.4731206171778624, -0.5344728459832327] User Vector: [0.7671182094852025, -0.3211813020441305] Predicted: 1.301720334785345 Movie Vector: [0.8199289161014438, 0.9942733264255316] User Vector: [0.8705070475176767, 1.7534514148914557] Predicted: 2.457163870939519 Movie Vector: [0.27820435485305567, -0.20891770748551639] User Vector: [0.9199638954278299, -0.2427437041656989] Predicted: 0.3066514201964436 Movie Vector: [0.2851269286622007, -0.5798575135603853] User Vector: [1.9147180773485437, -0.021359476693016965] Predicted: 0.5583231376945481 Movie Vector: [1.1569959927573714, -1.0841937714751502] User Vector: [1.0220224941113518, -0.9134190170510817] Predicted: 2.172799139228465 Movie Vector: [-0.11684052973657677, 0.18563431519008589] User Vector: [-0.33264029394854394, -0.5788634642273752] Predicted: -0.06859105461373109 Movie Vector: [2.4978781955233345, 0.17762767694388698] User Vector: [0.8039213500078108, -0.13034303007095344] Predicted: 1.9849450814628626 Movie Vector: [0.3605418642662954, 0.4484710796032805] User Vector: [1.824036443759132, -0.16336289939470008] Predicted: 0.584377964063918 Movie Vector: [1.9389805328875274, 0.8904637569651954] User Vector: [1.6613721034316908, -0.14617407334305413] Predicted: 3.09120545191649 Movie Vector: [0.8482403422566139, -1.7947204866644098] User Vector: [0.9309831451091031, 0.30925482165770934] Predicted: 0.23467149761364503 Movie Vector: [0.030777952697741057, -0.654956007008581] User Vector: [1.6559227804539616, 0.09414982877346362] Predicted: -0.010698082906085461 Movie Vector: [-0.6461511757074676, 0.10955623245270782] User Vector: [0.16708560297958727, -0.14534556359597323] Predicted: -0.12388607116034173 Movie Vector: [1.1155515049839098, -0.7601188224383086] User Vector: [0.6439640404519134, -0.0036035130107605895] Predicted: 0.7211141525480318 Movie Vector: [0.35172645903900834, 0.06946865545178461] User Vector: [0.8242280218853091, -0.3896554634429872] Predicted: 0.26283396244361973 Movie Vector: [0.43336770495812205, -0.9763187285051149] User Vector: [1.5410886730375213, -0.48973452296183295] Predicted: 1.1459950481343841 Movie Vector: [1.4947977753804398, -0.21536028604586013] User Vector: [0.7295628335727783, -0.2788673622719526] Predicted: 1.1506058555325813 Movie Vector: [1.9759379550044531, -1.0708101930254972] User Vector: [0.7453394242279145, -0.24403560835803517] Predicted: 1.7340602745840643 Movie Vector: [0.5879905051193138, 0.39104662536783275] User Vector: [1.5181767473264032, 0.1837578612565688] Predicted: 0.9645314040500403 Movie Vector: [2.5465706979897127, -0.2625491451920756] User Vector: [0.877729219927664, 0.15502685444794548] Predicted: 2.194497344120033 Movie Vector: [0.48210821912789104, -0.06322088077041536] User Vector: [0.9180181096800792, -0.12222944694919362] Predicted: 0.4503115292772247 Movie Vector: [1.2356620934604372, -0.5889246800543233] User Vector: [1.2280242560229422, -0.16349586566137422] Predicted: 1.6137097733923342 Movie Vector: [1.655552653243166, -0.6164380936969941] User Vector: [1.013675126613385, 0.057652656471242646] Predicted: 1.6426532517396912 Movie Vector: [0.06797474950921928, -0.3184925634311759] User Vector: [-1.9245300352679118, 0.7847679455821116] Predicted: -0.3807622017573695 Movie Vector: [1.0155420784487554, 1.0813770961745721] User Vector: [0.810132370511978, 0.7521790209917304] Predicted: 1.6361126768918213 Movie Vector: [0.8325652099195584, 0.4955320787320821] User Vector: [1.89567719079206, -0.07425035422376702] Predicted: 1.5414814459164135 Movie Vector: [1.3122700045477163, -0.5991240524838939] User Vector: [1.8279222995824005, -0.0696870169378035] Predicted: 2.440478772379159 Movie Vector: [0.3796429583682924, 0.6818999458166755] User Vector: [1.0613106239871688, -0.63702527136419] Predicted: -0.03146839298890691 Movie Vector: [0.2219871665106643, -1.1964952469169876] User Vector: [1.2472845303138582, -0.9934797983865032] Predicted: 1.4655750153944564 Movie Vector: [-1.4166218430151265, -0.4864304814941909] User Vector: [0.9381853101035873, 0.00924733844049019] Predicted: -1.3335519903788091 Movie Vector: [0.2856983960117391, -1.4378637559029541] User Vector: [0.8349996828324457, -0.05653229709700295] Predicted: 0.31984381108925897 Movie Vector: [0.782221047503517, -0.08107036090025917] User Vector: [1.3584906199885958, -1.5193323796227205] Predicted: 1.1858127801346452 Movie Vector: [2.032712679990521, 0.06688912252459905] User Vector: [0.947986441678307, -0.6486624245735662] Predicted: 1.8835956000641843 Movie Vector: [0.3462625520018814, -0.5256202033377969] User Vector: [0.3772484767474971, -1.2197257197153872] Predicted: 0.7717395011105533 Movie Vector: [1.213473726130553, 0.3831656787347871] User Vector: [1.5050261405443373, 0.5837096727331252] Predicted: 2.0499671916270708 Movie Vector: [0.9484160019736185, -0.34892851361535404] User Vector: [0.4173915542171736, -1.2244517103609727] Predicted: 0.8231069443982388 Movie Vector: [-1.075383385460804, -0.7096500859234829] User Vector: [1.0068369082827653, -0.06432999451732796] Predicted: -1.0370838968993301 Movie Vector: [0.7408259218078257, -0.8746985324508596] User Vector: [-0.10049209424832248, 0.8455613721087981] Predicted: -0.8140584396366133 Movie Vector: [1.8574827432940577, 0.2745101820417825] User Vector: [0.8700689818226064, -0.7860167234229181] Predicted: 1.400368525376212 Movie Vector: [-0.5900124390246404, -0.47872855328246644] User Vector: [1.6462178192828347, -0.30918710788822856] Predicted: -0.8232722938679685 Movie Vector: [1.1865178838308013, 1.4779597577555679] User Vector: [-0.202638743400417, -0.6353256491187713] Predicted: -1.1794202354690737 Movie Vector: [0.6999583618342755, -0.28305205434159325] User Vector: [-0.21160302884849932, -0.09632960846644538] Predicted: -0.12084701586161782 Movie Vector: [0.5169779828194272, -0.34560188473866604] User Vector: [1.0390576978178085, 1.6617120250462767] Predicted: -0.037120855098050076 Movie Vector: [1.4132681682734638, 0.4606539995655176] User Vector: [2.089421944419734, 0.3548026790096402] Predicted: 3.116354797282808 Movie Vector: [2.3479075676028707, 0.06823438422233845] User Vector: [-0.32334110896302143, -1.746791399393178] Predicted: -0.8783662721538528 Movie Vector: [2.231154716084719, -0.8168934970339744] User Vector: [1.1829081853392263, 0.5208753496778308] Predicted: 2.2137514904977142 Movie Vector: [-0.1001264750922709, 0.1698367801151678] User Vector: [1.0298907715385612, 0.6642813945072984] Predicted: 0.009700080449317666 Movie Vector: [2.4063967248144182, 0.977369908956762] User Vector: [-0.045176157012066065, 0.4785693616266277] Predicted: 0.35902753712897517 Movie Vector: [0.7229833624598945, 0.41601038277430635] User Vector: [1.4233174269602216, 0.023126803849849643] Predicted: 1.0386558097133884 Movie Vector: [0.619561633909059, -0.8089848375719391] User Vector: [0.6958098840384347, -1.1860099452368904] Predicted: 1.3905611715510957 Movie Vector: [2.0816853434891076, 0.8779080246231182] User Vector: [0.5071882208540289, 0.495277758638853] Predicted: 1.4906146044685495 Movie Vector: [1.7953885400416445, 0.3110942889999194] User Vector: [-1.8544294106348218, 0.35940335148852803] Predicted: -3.2176129820744284 Movie Vector: [0.8411933365211902, 1.0371059814605201] User Vector: [0.9605807014600868, 1.636565869892456] Predicted: 2.5053263379786808 Movie Vector: [-0.31929120267142397, -1.608215091519085] User Vector: [1.240199162147218, 0.2028248093140683] Predicted: -0.7221706013074428 Movie Vector: [2.1389582256279582, 0.9338359494648132] User Vector: [0.9865646849080534, -0.4184565146411085] Predicted: 1.7194509112385195 Movie Vector: [1.3582942643553197, -0.6008786639208762] User Vector: [1.5822340068664948, 1.8812949446739058] Predicted: 1.0187093835979406 Movie Vector: [0.3158773055182768, 0.017749293581607067] User Vector: [1.0529243990351254, 0.4662308335091435] Predicted: 0.3408701900224175 Movie Vector: [0.9222322947366853, -1.6495966865521143] User Vector: [1.1992277084744947, 0.12188064986185324] Predicted: 0.9049126053313185 Movie Vector: [1.9524314371189255, -0.11717723733458144] User Vector: [-0.6121486171062168, -0.3221032245407513] Predicted: -1.1574350382388081 Movie Vector: [0.8649023971901321, 0.6094063384663607] User Vector: [0.4573274179369069, 0.2743523560825366] Predicted: 0.562735644844282 Movie Vector: [0.09653723973376695, -0.04881302423458979] User Vector: [-0.23752418469021502, 0.542138069473268] Predicted: -0.049393327883699184 Movie Vector: [0.29094302555595225, -0.34869574976158735] User Vector: [-0.0023897926198168037, -0.37256088584772573] Predicted: 0.12921510392725308 Movie Vector: [0.6690412271573215, 0.026348007050574877] User Vector: [-0.14279733056324032, -0.1953691125297407] Predicted: -0.10068488802921816 Movie Vector: [0.917922487073558, 0.10731663826326274] User Vector: [-0.6086763233030964, 1.3457076023874213] Predicted: -0.41430086853563375 Movie Vector: [1.7045923921959576, -0.12981581526067376] User Vector: [0.43002802673682966, -1.069984025990632] Predicted: 0.8719233514565116 Movie Vector: [1.769001968370876, 0.15277353542986266] User Vector: [1.3570243973998468, -0.7512507912226959] Predicted: 2.285807590758058 Movie Vector: [0.24936239065338406, 0.805916900289404] User Vector: [1.7807339504172814, -0.8623817431755753] Predicted: -0.25095994633253454 Movie Vector: [-1.2517269521339907, 0.13984622810254238] User Vector: [1.92354477584479, -0.5471846667521594] Predicted: -2.484274551282295 Movie Vector: [0.345639958825419, 0.19620295201383833] User Vector: [1.398270641563061, -0.7562167101618303] Predicted: 0.3349262560807043 Movie Vector: [0.004561195728794991, 0.36744732265204966] User Vector: [0.44596676650093103, 0.5055340083636873] Predicted: 0.18779125959334433 Movie Vector: [1.5553327738181404, -0.3027728224341898] User Vector: [-1.3909420322942914, 0.22342300521943306] Predicted: -2.231024143195538 Movie Vector: [0.7717478909287604, -0.8136477874018444] User Vector: [1.7184300463555244, 0.9826135507841752] Predicted: 0.5266934225168739 Movie Vector: [-0.24497585949579384, 0.5964427811495823] User Vector: [-0.3746380858868974, -0.19280418781855] Predicted: -0.02321937890978064 Movie Vector: [0.49000057899538074, -0.7993717366537507] User Vector: [0.46696822766490187, 0.4909725156656542] Predicted: -0.16365485056866616 Movie Vector: [1.2352211959386747, -0.7887324485759281] User Vector: [0.6318785260638187, -1.1457555932693102] Predicted: 1.6842043632013852 Movie Vector: [1.0624198276624919, -0.33718049399966904] User Vector: [1.5383030293057094, 0.32578060074260407] Predicted: 1.524476775393761 Movie Vector: [0.30566094643698705, 1.9685859645009691] User Vector: [-0.7054507397066183, 0.3862391154531586] Predicted: 0.5447161608589598 Movie Vector: [1.3676585759618904, -0.32543508156863393] User Vector: [0.3749953123924387, -1.0051527151819775] Predicted: 0.8399775107932077 Movie Vector: [0.5647204136707809, 0.8848279426453134] User Vector: [1.0128778329063732, 0.5548063580231881] Predicted: 1.0629009571330479 Movie Vector: [0.39267896942528524, 0.3909044415606368] User Vector: [0.07518976914023645, -0.036865026739303426] Predicted: 0.015114738366667815 Movie Vector: [1.518507778623649, 0.7099799021440054] User Vector: [0.8570858415608187, -0.293267399809495] Predicted: 1.0932775575395273 Movie Vector: [2.0230418400519783, 0.18496903089974648] User Vector: [0.4573847850452372, 0.6826869691344469] Predicted: 1.0515845042383791 Movie Vector: [0.03845922801522786, 0.2592248071401064] User Vector: [1.362506409520531, -0.0475955130133741] Predicted: 0.040063006994333204 Movie Vector: [0.7965918469435672, -0.5160135634546565] User Vector: [1.6088461601556268, 0.30339230650247184] Predicted: 1.125039188963369 Movie Vector: [0.7525016467891985, 0.031059108605085595] User Vector: [1.2445017068254451, -1.0887495328574652] Predicted: 0.9026739938333596 Movie Vector: [-1.01140672328961, 0.8531806066103923] User Vector: [0.49195691081153725, 0.6818335010431223] Predicted: 0.08415859286368288 Movie Vector: [1.9984194894368714, 0.14718850786716164]
avg loss: 14.054241660899661: 38%|█████████████████▎ | 26913/70000 [00:43<01:02, 684.37it/s]
User Vector: [1.6080996400820622, -0.4564604974387648] Predicted: 3.1464719221780975 Movie Vector: [-1.3375946084742742, -0.025975896913402755] User Vector: [2.039083691260652, -0.300005292707493] Predicted: -2.7196744451012247 Movie Vector: [1.3658033563212317, 0.14815000181018587] User Vector: [1.3535296152245906, 0.4647319493551451] Predicted: 1.917505330492147 Movie Vector: [0.6659386830575641, -0.49401478912493424] User Vector: [0.22653690686302042, -0.1817106744164022] Predicted: 0.2406274499238624 Movie Vector: [-1.1705369784361124, -1.1008745943930724] User Vector: [0.8046417168306822, 0.37052850701818746] Predicted: -1.3497683038173505 Movie Vector: [-0.38109731418479953, 1.3226421384636515] User Vector: [-0.4262580121228475, 0.5763302570289678] Predicted: 0.9247244671878688 Movie Vector: [0.11541189632259766, 0.32749289780409363] User Vector: [1.3069441063808456, 0.4235460234789122] Predicted: 0.2895452122875658 Movie Vector: [1.0867648023049448, 0.3167267976432408] User Vector: [1.0907225432080825, 0.4683547289142438] Predicted: 1.3336993624891549 Movie Vector: [0.45584103712661006, -1.3011553539173635] User Vector: [1.9132277362797623, 0.5684867788420066] Predicted: 0.13243809964365016 Movie Vector: [0.43422365578033106, -0.2462095603168962] User Vector: [0.9056559002565383, -0.483810149440539] Predicted: 0.5123759000590279 Movie Vector: [0.3911552427225148, 0.4983796957918967] User Vector: [0.6331085110393622, 1.0243745449853427] Predicted: 0.7581711874120494 Movie Vector: [0.8625761653178123, 1.0735364529004665] User Vector: [0.6645338714549641, -0.8929006147250643] Predicted: -0.38535028016116857 Movie Vector: [0.1785549854972276, 1.1044739761797688] User Vector: [1.9303661965562617, -0.521053240299515] Predicted: -0.2308132358845162 Movie Vector: [0.31565208954200935, 0.13997974506573757] User Vector: [1.8112496618929568, 0.10366014449435788] Predicted: 0.5862350610585675 Movie Vector: [-0.3505420684814453, -1.144418716430664] User Vector: [-0.9793049104092073, -0.8011834543749028] Predicted: 1.2601769094500916 Movie Vector: [0.33171932234832435, -0.6064991827943731] User Vector: [-0.2727173400972052, 1.1439288774597929] Predicted: -0.7842575406039314 Movie Vector: [1.6832243120830241, 0.19536771005393966] User Vector: [2.2092162556591894, 0.39384957034737356] Predicted: 3.795552000839068 Movie Vector: [-0.3259334601055785, -0.4062666161356308] User Vector: [1.5994480002318996, -0.6882683557176076] Predicted: -0.2416931651039041 Movie Vector: [2.2692428765636725, -0.04984268639178187] User Vector: [0.31024437813556593, -0.210174166661572] Predicted: 0.7144954901546262 Movie Vector: [-0.020416568171478577, 0.3249424772497571] User Vector: [-0.9716426012044016, 1.4521606972320145] Predicted: 0.49170630172910773 Movie Vector: [2.3865095131423217, -0.5951737521239868] User Vector: [1.5280345674569449, -0.41043486835591997] Predicted: 3.890949092248219 Movie Vector: [-0.04264115967384666, 0.35815806315734355] User Vector: [1.1810623346506397, -0.6068935287251787] Predicted: -0.2677256783875397 Movie Vector: [-0.33729667260289625, 0.7312133015369863] User Vector: [0.9598639867219343, 0.7079377258667211] Predicted: 0.19389455294093205 Movie Vector: [0.7479047861428053, -0.34553730866882837] User Vector: [0.9983671734967832, 0.16668261635606665] Predicted: 0.6890885247285545 Movie Vector: [0.09493821844862443, -0.44211455363068997] User Vector: [0.5016913514659788, -0.1317863661802735] Predicted: 0.105894353577665 Movie Vector: [2.2805896855042405, -0.1711603707024759] User Vector: [0.6794368423658252, 0.1319602123346867] Predicted: 1.5269302957898894 Movie Vector: [1.0629031447344266, 0.3629995424265098] User Vector: [2.044018024952587, 0.0759995047252186] Predicted: 2.2001809720558523 Movie Vector: [0.5839658995804361, -0.4350776567105741] User Vector: [1.2211164190425334, 0.5063567277255262] Predicted: 0.4927858495801577 Movie Vector: [0.03310333134793238, -0.3999943350042409] User Vector: [0.2782522178776333, 0.2575322905836991] Predicted: -0.09380038194744529 Movie Vector: [0.8645800328008635, 0.05324489980543126] User Vector: [1.5491635423841719, -0.5594591318246226] Predicted: 1.3095875208691736 Movie Vector: [-0.6693651843755586, 0.5491693791841236] User Vector: [1.8133511541389837, -0.22551185948261004] Predicted: -1.337638337498595 Movie Vector: [1.0044793661954117, 0.11321253873423957] User Vector: [1.251019077429024, -0.6128904510095554] Predicted: 1.1872359660695098 Movie Vector: [1.8029641865309374, 0.21671441976782757] User Vector: [1.1538710834692565, 0.20519287223379956] Predicted: 2.124856493615361 Movie Vector: [0.5461701928641922, -1.7219923696298023] User Vector: [1.2915990890162292, -0.43953528713516093] Predicted: 1.4623093341810003 Movie Vector: [1.7828144966578592, -0.20642707296684304] User Vector: [0.305779426625408, 0.4013092038529261] Predicted: 0.46230691026149195 Movie Vector: [-0.3688811718142662, 0.8813568759672837] User Vector: [1.2857783453657934, -0.09700338146382811] Predicted: -0.5597940199771644 Movie Vector: [1.2816630790878047, -0.7350096828876417] User Vector: [0.9039648934261965, -0.5838397070084348] Predicted: 1.5877062666013815 Movie Vector: [1.198547727324652, 0.10566081136115878] User Vector: [-0.2242770840270744, 0.5354398145046028] Predicted: -0.21223178411602542 Movie Vector: [-0.7420418032719078, -0.8011118779626092] User Vector: [-1.044900567472078, -1.3439615987161675] Predicted: 1.8520235015839601 Movie Vector: [0.3862716422768449, -0.5076247660231856] User Vector: [-0.6638267856453368, 0.6149858532119411] Predicted: -0.5685995125228641 Movie Vector: [0.1578825531619218, -0.5381947265174171] User Vector: [1.8988997479527927, 1.2226181677867547] Predicted: -0.35820351004190126 Movie Vector: [1.004518054554849, 0.40287657505337054] User Vector: [0.0708480101746373, -0.5345134465314247] Predicted: -0.1441748413088445 Movie Vector: [0.17810702752979413, -1.2959257201038832] User Vector: [0.4504794551470512, -0.7237870454367611] Predicted: 1.018207804778979 Movie Vector: [0.5320938921969683, -0.30816874913330394] User Vector: [0.024958171274077928, -0.18080805621793541] Predicted: 0.06899948301324794 Movie Vector: [2.847024559314209, 0.7917487414166666] User Vector: [0.4467492368610118, 0.56856937364108] Predicted: 1.7220701351865688 Movie Vector: [0.5434180761669705, -1.209457873685163] User Vector: [0.9467758220264875, -1.0784113354550053] Predicted: 1.8187881765044236 Movie Vector: [1.0051487585429664, 0.22207573237216569] User Vector: [0.7422570068109836, 0.5944131895412633] Predicted: 0.8780834533149293 Movie Vector: [0.5941192270396896, 0.9078515931968495] User Vector: [1.6967022338333544, 0.23854571302810482] Predicted: 1.2246075253044304 Movie Vector: [1.8698601164856647, 0.43198915779547575] User Vector: [0.8306128831710915, 0.12061431028574318] Predicted: 1.6052339767992114 Movie Vector: [0.7203683780384771, -0.11294777124413599] User Vector: [0.6101099639984504, -0.44230577862866266] Predicted: 0.489461377095187 Movie Vector: [0.6363484139411468, -1.3153088336820382] User Vector: [0.1859302380547523, -1.1116991405376737] Predicted: 1.5805441120357733 Movie Vector: [1.7400908546328375, -0.4535283777503431] User Vector: [1.1415783343664838, -0.6422920250787153] Predicted: 2.2777476796540386 Movie Vector: [0.5133322056429496, 0.10551115356039882] User Vector: [-0.22009164347138654, 0.163014360694187] Predicted: -0.09578029554299393 Movie Vector: [0.7299721786468993, 0.13481086139461373] User Vector: [1.1650194080605385, 0.9112838647350024] Predicted: 0.9732827182478107 Movie Vector: [-0.1824365030690991, -0.322426255504038] User Vector: [1.0160451790697251, -0.7758786808627439] Predicted: 0.06479992836628973 Movie Vector: [-2.0138992317908753, 1.1072789433106756] User Vector: [1.3152041717240799, -0.19289042678800128] Predicted: -2.8622721790318417 Movie Vector: [0.9798716251655543, -0.7063215720654729] User Vector: [-0.0711599787758408, -0.35457122974891025] Predicted: 0.18071366435560882 Movie Vector: [0.9558358682991176, 0.040011589161309896] User Vector: [2.0936126820462193, -0.5645867915850691] Predicted: 1.9785600810748885 Movie Vector: [-0.03876806029462257, 0.12076980428035211] User Vector: [0.9719698912771312, 1.412581579351644] Predicted: 0.13291581351873916 Movie Vector: [0.5511778511569788, -0.6346887296574106] User Vector: [0.4141096948336446, -0.7541670598621893] Predicted: 0.7069094249150778 Movie Vector: [1.275519501034475, 0.8509360850633684] User Vector: [0.9650903255461114, 0.9076425865156272] Predicted: 2.0033373597001725 Movie Vector: [0.48625369350574077, -1.180364663182492] User Vector: [0.9313675533318666, -0.3912105454504522] Predicted: 0.9146520165330871 Movie Vector: [2.3457004256066005, -0.9168739886323394] User Vector: [1.3346035317445237, 0.8801528957575729] Predicted: 2.323590776289652 Movie Vector: [1.1392880794681848, 1.3298819242134448] User Vector: [0.6901711361617329, 1.0970793195695572] Predicted: 2.245289704746015 Movie Vector: [0.07594934346835361, -0.8634542175035574] User Vector: [0.99128722961433, -0.8710168389279879] Predicted: 0.8273707773667593 Movie Vector: [-0.09101566687728982, -1.0914759195751527] User Vector: [-1.2205190536448607, 0.42439515866327804] Predicted: -0.35213074046131854 Movie Vector: [2.568538578774766, -0.03698106039872543] User Vector: [1.1171553774357488, -1.0025658077127957] Predicted: 2.9065326321181297 Movie Vector: [-0.5318935243497995, -0.49202202520486604] User Vector: [-0.662010693056599, -0.8746709964919855] Predicted: 0.7824765957690728 Movie Vector: [1.0641604337987072, 0.81402385632679] User Vector: [1.0206269798732648, -0.7126326970828999] Predicted: 0.5060108334246145 Movie Vector: [0.3252897448705162, 0.3093572345951945] User Vector: [0.18702710131853667, -0.21377738267540344] Predicted: -0.005295581851682468 Movie Vector: [0.949171047547635, 0.07644798875389247] User Vector: [-0.20710895858154718, 0.9340911350245559] Predicted: -0.12517243858787902 Movie Vector: [0.2699827746563752, 0.19293602632081636] User Vector: [0.9669680831096242, 1.4281631531741927] Predicted: 0.536608849793329 Movie Vector: [1.0394123371441428, 1.0848993681706367] User Vector: [0.3134524613403114, 0.6065096442204972] Predicted: 0.9838082852295322 Movie Vector: [2.3905767966313043, 0.7049211933655841] User Vector: [1.4934828359750403, -0.7394660456581843] Predicted: 3.0490201264903507 Movie Vector: [-0.024605320530571684, -0.3687473956296395] User Vector: [1.4397226606232347, -0.7326864200467111] Predicted: 0.23475137166566662 Movie Vector: [0.587458415808427, -0.5755067468694203] User Vector: [0.7478626543007308, -0.21978621424073752] Predicted: 0.565826659302225 Movie Vector: [1.3295042986255865, -0.9596915614409275] User Vector: [2.3315907188021994, -0.19257201827022752] Predicted: 3.284669624186631 Movie Vector: [1.1370278918880605, -1.2553012341403438] User Vector: [0.07625678073735177, -0.5439889018328372] Predicted: 0.7695760264733721 Movie Vector: [1.0652763580071736, 0.6690279054065262] User Vector: [-1.1123007536578888, 0.141285793178964] Predicted: -1.0903835575910883 Movie Vector: [-0.14525757657323196, 0.4521827466173855] User Vector: [1.9391204140506366, -0.3473997298447399] Predicted: -0.4387600960440098 Movie Vector: [0.3593921954497199, -0.4084515160552095] User Vector: [0.998879336703874, -0.5550931534492088] Predicted: 0.5857180778855616 Movie Vector: [1.6952470087733014, -0.13153063456566014] User Vector: [-0.3592900528213054, -0.5365227649042935] Predicted: -0.5385162076005352 Movie Vector: [1.1052624267780777, -0.443907176311828] User Vector: [2.0126645169928645, -0.5882782420176877] Predicted: 2.485663401641419 Movie Vector: [0.28007026209296215, 0.657224710724609] User Vector: [-0.015270893024794098, -0.7121929106793623] Predicted: -0.47234770271320886 Movie Vector: [0.8695283393792828, -0.34859542563969287] User Vector: [1.1765338468519309, 1.0341563206715445] Predicted: 0.6625273592942029 Movie Vector: [1.0484998929691498, -1.2208652618313742] User Vector: [0.8403012942614083, 0.7643438359137089] Predicted: -0.05210502026706254 Movie Vector: [0.8245640286715425, -0.24586595580268286] User Vector: [0.9113778455647983, -1.110004042351293] Predicted: 1.0244015927984433 Movie Vector: [0.7190560551583455, -0.6915223487674612] User Vector: [1.1208322457260187, 0.38284302109887225] Predicted: 0.5411967079464974 Movie Vector: [2.513417739213647, -0.42295282797656136] User Vector: [1.4773237886435733, 0.5457203973612118] Predicted: 3.4823178315906524 Movie Vector: [1.5662660931240033, -0.5734715099101108] User Vector: [0.8689227690758065, -0.22441566993561998] Predicted: 1.4896602638323229 Movie Vector: [0.6155653786199952, -1.2346805932207365] User Vector: [1.2488189921759298, 0.3833799664542348] Predicted: 0.2953779313359564 Movie Vector: [0.23424696586246804, -0.5665728345254741] User Vector: [0.22827817058462715, 0.23519289895944562] Predicted: -0.07978043859163272 Movie Vector: [-0.2151226809462862, -0.8828674461069098] User Vector: [-0.011131819374698426, 1.021052585541808] Predicted: -0.8990593817104582 Movie Vector: [1.8519360270390528, 0.6158456646887939] User Vector: [0.782153048514556, -0.24151722222142452] Predicted: 1.2997600749497862 Movie Vector: [1.9381206494277081, 0.3929911851678299] User Vector: [0.907943874621038, 0.06588990867598736] Predicted: 1.785598925225612 Movie Vector: [1.1645609107425137, -0.31554913608618423] User Vector: [1.0647949283916214, 1.1474134527051636] Predicted: 0.8779532278269759 Movie Vector: [1.6479440337294229, -0.12605321135768233] User Vector: [1.04248683699221, 0.1462990193179896] Predicted: 1.6995185020592578 Movie Vector: [0.0821778198491422, 0.38783000839722187] User Vector: [-0.5747403284178838, 1.5699009742801362] Predicted: 0.5616238008691103 Movie Vector: [-0.35238428861106785, -1.0481425276477216] User Vector: [1.3217103305469413, -0.36614123243314556] Predicted: -0.08198175774115413 Movie Vector: [1.774608684203578, -0.33853003837395657] User Vector: [0.8168362237878273, 0.7155520255872725] Predicted: 1.2073288016253136 Movie Vector: [0.7294893339720167, 0.0902567590268872] User Vector: [0.7591706558686284, -1.5509318771109708] Predicted: 0.41382481142118205 Movie Vector: [0.019113328661874457, 0.5600904210776905] User Vector: [-0.6122219772720803, 0.1888058091532851] Predicted: 0.09404672528495361 Movie Vector: [0.22997809343090495, -2.1597921721571893] User Vector: [2.750036295942476, -0.38928983866011124] Predicted: 1.473233250445082 Movie Vector: [0.34979565463073115, 0.3635070493128365] User Vector: [1.3031733032894606, 0.3243423045036329] Predicted: 0.5737450727988703 Movie Vector: [-0.3047285682665547, -0.07931293127431369] User Vector: [0.6030320975760733, -0.5571243258100482] Predicted: -0.13957394434891343 Movie Vector: [1.0521350344998837, -0.014488012536678571] User Vector: [0.2752642089718501, -1.0599148698276215] Predicted: 0.3049711779250553 Movie Vector: [-0.3855755263131544, -0.9374424728036026] User Vector: [1.3249600075686252, -0.3597899213720231] Predicted: -0.1735897986813506 Movie Vector: [0.2616972316820172, 0.09580687170475549] User Vector: [0.5690892904697338, -0.6873993474237932] Predicted: 0.08307151080724869 Movie Vector: [-0.3347423443819625, 0.21855148822842438] User Vector: [-0.56498681260856, -1.0765997068295057] Predicted: -0.04616745795639193 Movie Vector: [0.29052675876296324, -0.413590387002896] User Vector: [0.4055485434966627, -0.8906141366145917] Predicted: 0.4861721492958051 Movie Vector: [0.18617533972391365, -0.40542744371409734] User Vector: [0.07119448241538069, -0.2075863868432361] Predicted: 0.09741587511785064 Movie Vector: [1.951317372196135, -1.0627490349699158] User Vector: [1.5519020680862683, -0.7475329827907621] Predicted: 3.822693421472909 Movie Vector: [0.07890736621608506, 0.3125143531151511] User Vector: [1.4127642541638477, 0.04076018236580996] Predicted: 0.12421564840520768 Movie Vector: [0.22458379862636366, 0.462745892489974] User Vector: [1.6228507442346451, 0.22469678602131832] Predicted: 0.4684434995309016 Movie Vector: [-0.1396772544778899, -0.3550783364105238] User Vector: [0.4332568084667272, 0.10237211206907718] Predicted: -0.09686624073880509 Movie Vector: [2.325628287782838, -0.16241297410966468] User Vector: [1.0415254670312393, -0.616214757623966] Predicted: 2.522282360050056 Movie Vector: [0.20587835430775775, 0.40604087656344157] User Vector: [0.4238552794885396, -0.21481746720333392] Predicted: 3.795472137517464e-05 Movie Vector: [0.9121636881163804, -0.09445428796902529] User Vector: [0.6748781676130303, -0.006981598708726756] Predicted: 0.6162588003340448 Movie Vector: [0.5017575451285692, -0.7933176506238703] User Vector: [1.2467749942152713, 0.5927463229619943] Predicted: 0.15534264007699344 Movie Vector: [0.5904136470127334, 0.391339918867842] User Vector: [0.029898191125212442, 0.7136020878775562] Predicted: 0.2969132832352459 Movie Vector: [2.162449627915485, -0.029253719037197114] User Vector: [-0.46598949219034713, 0.06603381673116668] Predicted: -1.0096105387211491 Movie Vector: [1.6253226794848252, -0.5887239855776213] User Vector: [2.0901218296125132, 2.0562870262765407] Predicted: 2.186536918954456 Movie Vector: [0.3924454468654368, 0.41727214553916986] User Vector: [1.1747920520916293, -0.5542272252296427] Predicted: 0.2297782084692692 Movie Vector: [0.6248743234089071, -0.1084180028133417] User Vector: [0.9248864588436704, 0.3089349117000786] Predicted: 0.5444436940741599 Movie Vector: [0.40464870784826035, -0.2286784129520728] User Vector: [-0.6259451552373879, -0.2857001141047029] Predicted: -0.1879544495769982 Movie Vector: [1.2410308099009375, -1.1592987721141874] User Vector: [0.15124343800893186, 0.07571693186372297] Predicted: 0.09991922022655932 Movie Vector: [0.6317000854756981, 1.164350121998276] User Vector: [1.0179204792073884, -0.1127478543470898] Predicted: 0.511742475758693 Movie Vector: [0.23855265308571444, -1.3930439354427269] User Vector: [-0.19477917425088398, 0.16821712763060434] Predicted: -0.2807989382668016 Movie Vector: [-0.1407176490325955, -0.5868450772451027] User Vector: [1.20982514291034, 0.1020906370134047] Predicted: -0.23015513761500017 Movie Vector: [-0.6226631382546964, 0.08912429827969935] User Vector: [-0.0050710962889005395, 0.0812656525346494] Predicted: 0.010400328986031054 Movie Vector: [1.0855180584587996, -0.143030563077585] User Vector: [0.1456048978419648, 0.03323189391538613] Predicted: 0.1533035695086492 Movie Vector: [0.6894270359257751, -1.6377311575188247] User Vector: [0.6263276689371613, 1.02255534747577] Predicted: -1.2428635245349096 Movie Vector: [0.15210407112005764, 0.2587732946668087] User Vector: [0.5518333037978872, 0.0708033124830949] Predicted: 0.10225809853186427 Movie Vector: [-0.1810341230705223, 0.2568937605813992] User Vector: [0.9698537174157723, 0.022212524105873058] Predicted: -0.16987035838948777
avg loss: 14.04177695646966: 39%|█████████████████▋ | 26983/70000 [00:43<01:06, 649.98it/s]
Movie Vector: [1.1699714017525622, -0.4805321286357253] User Vector: [1.3071250637867824, 0.9818020743628995] Predicted: 1.0575115024519541 Movie Vector: [-0.8900613126031737, -0.9914960567015557] User Vector: [-0.9437046570714355, 1.3744962380424246] Predicted: -0.522852594187457 Movie Vector: [0.24979749945839413, -0.38119168290952166] User Vector: [-0.8848428345760896, 0.12490191371780435] Predicted: -0.2686430981794944 Movie Vector: [2.329072792238109, -0.09037429165043406] User Vector: [-0.8256186103602112, 0.03452558190179385] Predicted: -1.9260460671635982 Movie Vector: [1.431562339481128, -0.4789581914833412] User Vector: [1.3516495770393882, -0.5479844365392872] Predicted: 2.1974322653510585 Movie Vector: [1.7908583632471844, 0.1542140587074714] User Vector: [1.2156225144016026, 0.4604404105627099] Predicted: 2.248014130973491 Movie Vector: [0.19226611853958958, -1.3530694981381775] User Vector: [2.059034308060407, -0.9304360910244421] Predicted: 1.6548272290827135 Movie Vector: [1.9967482542256578, 0.4504147391066185] User Vector: [0.8456229593077892, -0.19329117819441063] Predicted: 1.6014349721329162 Movie Vector: [1.564023684844268, -0.23275940639215661] User Vector: [1.6600926209971905, 0.0054154630124784164] Predicted: 2.5951636783186816 Movie Vector: [2.2851621901335935, -0.08923846928906072] User Vector: [0.7160243553524013, 0.5378412966833288] Predicted: 1.5882356500296237 Movie Vector: [2.10890336588751, -0.08116728315237935] User Vector: [0.5367268995483105, 0.377170383422408] Predicted: 1.1012912697118615 Movie Vector: [0.6207621632912332, 1.072135927761615] User Vector: [2.300447282626424, 0.40443853148375397] Predicted: 1.8616437118754978 Movie Vector: [0.8947915717683619, -0.9796542687951083] User Vector: [0.522847143674918, 0.10550442649790459] Predicted: 0.3644813556880265 Movie Vector: [0.953893679629989, -0.13618694914196414] User Vector: [1.9166426459420727, -0.2774270705113049] Predicted: 1.8660552524157692 Movie Vector: [1.6691856207789837, 0.6584227571825052] User Vector: [0.5956560037781073, -1.2900363792049365] Predicted: 0.1448711267752386 Movie Vector: [1.42046979743508, -0.8246601486966793] User Vector: [0.804432595110111, 1.6963233166783653] Predicted: -0.25621803314338987 Movie Vector: [0.45939152992227017, -0.6139701317121848] User Vector: [-0.04944545955005494, -0.19169275350162748] Predicted: 0.09497879980525614 Movie Vector: [-0.06684593251395737, -0.044934026033392416] User Vector: [0.8816447121780676, -0.3756890059574765] Predicted: -0.04205314335738991 Movie Vector: [0.3048815003022008, 1.5293075311464481] User Vector: [0.23101873380718274, -0.17194043580997778] Predicted: -0.1925164652317528 Movie Vector: [-0.08982725522930311, -0.6953975527292653] User Vector: [-0.3524744922909111, -0.26293609457534217] Predicted: 0.21450693287271827 Movie Vector: [0.26214375490078795, -1.602236920939807] User Vector: [0.5059105142070862, 0.4328253162673455] Predicted: -0.5608674202029559 Movie Vector: [1.3708280103436987, 0.14987520769591656] User Vector: [0.7269667312216049, -1.3481707334622897] Predicted: 0.7944889890593583 Movie Vector: [0.7436838894947516, -0.03637132678761448] User Vector: [1.987786656515288, -0.019427987786977546] Predicted: 1.4789915338956832 Movie Vector: [0.8142552559530595, -0.5882572731053971] User Vector: [0.5766968526859024, 1.0763706659279466] Predicted: -0.16360442939833092 Movie Vector: [0.11963850276363314, -0.6125163410390448] User Vector: [0.008369029174102122, 1.521169691278057] Predicted: -0.9307400352811541 Movie Vector: [1.5796338466749331, -1.3594392784121099] User Vector: [-1.3710362174215436, -0.8045757703612898] Predicted: -1.0719633093684235 Movie Vector: [-0.6232525501882695, -0.09309428843679218] User Vector: [1.4677715407873138, -0.5868353927389028] Predicted: -0.8601613325729053 Movie Vector: [0.4189179723830413, -2.186538137329453] User Vector: [1.1007683836156827, -0.696702809079151] Predicted: 1.9844989217637639 Movie Vector: [-0.03263268577692558, 1.5296352076425603] User Vector: [2.062020734360449, -0.9514530146806629] Predicted: -1.5226653043630858 Movie Vector: [1.333085257986847, -0.5097767657130716] User Vector: [0.5325753255273117, -0.187429973728677] Predicted: 0.8055157610330963 Movie Vector: [1.0077395411855885, -0.9405132327401253] User Vector: [0.8029578251470595, 0.04029602156213022] Predicted: 0.7712734087991109 Movie Vector: [1.9131849885565921, -0.12193266630424383] User Vector: [-0.3110718829038748, 1.1998684394230008] Predicted: -0.7414412147668858 Movie Vector: [1.7993250205893583, 0.3765745779340355] User Vector: [0.4465312789931147, 0.8583755630501723] Predicted: 1.1266973181325872 Movie Vector: [-0.6038700526256646, 0.8485602430251237] User Vector: [1.1621245256804862, -0.5377180690427198] Predicted: -1.1580583738261412 Movie Vector: [1.570563737248369, -0.34848775048503355] User Vector: [0.1548526872550124, 0.7964248387150776] Predicted: -0.03433828525603794 Movie Vector: [-0.9768278745677641, -1.0116737195802725] User Vector: [0.5780461226305584, -0.20181404190724514] Predicted: -0.3604816029315139 Movie Vector: [1.220135921793313, -0.34773167187083026] User Vector: [1.7302958431789253, -0.6394058017491806] Predicted: 2.333537762038407 Movie Vector: [2.122997200421657, 0.005111682099775215] User Vector: [0.7685617523247141, -1.2810047853422897] Predicted: 1.6251063593055703 Movie Vector: [0.4942600860838838, -0.032013770625610526] User Vector: [1.2159566332653733, -0.6621127989835655] Predicted: 0.6221955575069538 Movie Vector: [-0.14289799121609303, -1.3837777133221216] User Vector: [0.5666772761932163, -0.5745053092906568] Predicted: 0.7140105987458255 Movie Vector: [2.3306507847704605, -0.05506973670208934] User Vector: [1.948290723680379, -0.41017885788568276] Predicted: 4.563373745811211 Movie Vector: [0.8442049830960104, -0.20272444963787162] User Vector: [1.805201895826961, 0.17537327142002776] Predicted: 1.4884079860216675 Movie Vector: [0.9976908960458136, -0.07442976247547345] User Vector: [1.2910847594188244, -0.6669789305323718] Predicted: 1.3377465938713304 Movie Vector: [-0.2831233109247746, 0.395903753594454] User Vector: [1.3321198702323005, 0.4542325907751913] Predicted: -0.1973218005160182 Movie Vector: [2.36893115440427, -0.0631290053240621] User Vector: [1.2099851364304857, 0.579233740007356] Predicted: 2.829805036199478 Movie Vector: [0.4382526675397831, -0.016626935367521287] User Vector: [0.9915515882525879, -0.03730733027696369] Predicted: 0.43517043512425513 Movie Vector: [0.5262888436150925, -0.4267145988492923] User Vector: [0.5214492619794502, 0.8750849483779015] Predicted: -0.09897859361502165 Movie Vector: [0.48351456628870754, 0.6478178069585787] User Vector: [1.5058989632610007, -0.469619808897961] Predicted: 0.4238960093911732 Movie Vector: [1.1432246969906943, -1.6271366504714657] User Vector: [1.7119825799657329, -0.6341866277860254] Predicted: 2.9890890715442193 Movie Vector: [1.8177333418647768, -0.16059909126087157] User Vector: [1.3593182556257324, -0.8230902679535684] Predicted: 2.6030656645153716 Movie Vector: [0.5619410763565229, -1.0171773888853002] User Vector: [1.331461683268952, -0.6071957894813778] Predicted: 1.365828839110439 Movie Vector: [1.404108499827056, -0.42313694271324925] User Vector: [0.5029273129411215, -1.0163406301830378] Predicted: 1.136215781906718 Movie Vector: [0.6448015242064986, -0.3508018752716672] User Vector: [1.3943121986802784, 0.0098445522846594] Predicted: 0.8956011435260893 Movie Vector: [1.3677557729198708, -0.7715341312391115] User Vector: [1.435553628901249, -0.7951655731985472] Predicted: 2.5769841429747444 Movie Vector: [-0.0340302763483165, 0.7137412399757765] User Vector: [1.6948064347608551, -0.3066911080268808] Predicted: -0.2765728230644677 Movie Vector: [1.2675745830549845, -1.1460101753342569] User Vector: [0.7502787436719042, -0.35366185008820417] Predicted: 1.356334344513552 Movie Vector: [-0.4027903231097722, -0.1605472002435136] User Vector: [1.2618490784888035, 0.49197269142690253] Predicted: -0.5872454362451287 Movie Vector: [0.5954658703763248, 0.16672895060428083] User Vector: [1.4372917418063025, -0.7334802782038784] Predicted: 0.7335657809455252 Movie Vector: [2.521695769580178, 0.6400004416155542] User Vector: [0.21143059445971954, -0.017307777754021633] Predicted: 0.5220866502029393 Movie Vector: [0.24846588386559101, -0.07152098718950028] User Vector: [1.7589664986169493, -0.009299036061592388] Predicted: 0.43770824200786 Movie Vector: [-0.05980247082989909, -0.33620511816372184] User Vector: [1.1509965046897581, -0.12440680807804727] Predicted: -0.02700622928677373 Movie Vector: [0.35299069436656316, 0.4847028967972762] User Vector: [1.134660472099476, -0.8122706859684458] Predicted: 0.0068146334442700796 Movie Vector: [-1.049839583559787, -0.8587809063261694] User Vector: [-0.42378228531715045, 0.3689179363964872] Predicted: 0.12808373815881663 Movie Vector: [0.025926275812636276, 0.592588238349995] User Vector: [0.3689901533740589, -0.49650342076791826] Predicted: -0.2846555469590842 Movie Vector: [1.7410290446170158, 0.2610459279882449] User Vector: [1.6661165692326028, 0.6345754822820799] Predicted: 3.066410684402532 Movie Vector: [1.3612624725265787, 0.4174806728354109] User Vector: [1.860963231158555, -0.08477203507823677] Predicted: 2.4978687230858565 Movie Vector: [-0.6080819732722433, 0.18424553210093975] User Vector: [1.7749956110865246, 0.11730920417995279] Predicted: -1.0577291369945923 Movie Vector: [0.7106340940258705, 0.7123109434734534] User Vector: [1.3980728872545436, -0.7277696599303549] Predicted: 0.47511996651992017 Movie Vector: [0.040011050257063835, -0.3515788206548792] User Vector: [1.4154567448093254, 1.0228871145555856] Predicted: -0.30299153444525917 Movie Vector: [0.814148398717685, 0.038804231294719035] User Vector: [0.42401113296833953, 0.862264523718381] Predicted: 0.3786674969602439 Movie Vector: [0.10103956033502352, -0.4691676476514059] User Vector: [0.5203827156051537, -0.20498229816914204] Predicted: 0.14875030343288576 Movie Vector: [0.13103128766829383, 0.2689157926035314] User Vector: [-0.3133485696397811, -0.3995678331888759] Predicted: -0.14850856712978072 Movie Vector: [0.4963927157842173, -1.1074640372102327] User Vector: [1.473584690936008, -0.8331858552709158] Predicted: 1.6542000776965606 Movie Vector: [0.7505367959766386, -1.0754860638327863] User Vector: [1.4348652325755866, -0.48900619628004927] Predicted: 1.6028385035426282 Movie Vector: [0.9669977777167865, -0.19079527199340204] User Vector: [1.042680412658191, -0.07860592622455473] Predicted: 1.0232672809835999 Movie Vector: [0.7515478483978704, -1.0293085574200176] User Vector: [1.3150593067234684, 0.5136493162354928] Predicted: 0.4596263557694842 Movie Vector: [0.9330289627077321, -0.10049390579069223] User Vector: [0.24732153661145456, -0.31186021866225033] Predicted: 0.26209820819397667 Movie Vector: [1.9128579481795474, 0.24246243455508482] User Vector: [0.17520779825757532, 2.340492200685531] Predicted: 0.9026290665154436 Movie Vector: [0.45851707458496094, 0.6741619110107422] User Vector: [0.8329889539998045, -0.8033998817373781] Predicted: -0.15968194122829804 Movie Vector: [1.885463915572688, -0.24349302386181584] User Vector: [1.4483484682287955, 0.009979571483343844] Predicted: 2.728378817983045 Movie Vector: [0.8761330579366647, 0.35386187400260427] User Vector: [2.1320769854577337, 0.6172291834726485] Predicted: 2.0863970045781985 Movie Vector: [0.03308147139120199, -0.10884961603699184] User Vector: [0.39973232622668037, 0.16043551247291488] Predicted: -0.004239610417168253 Movie Vector: [-0.2950637038181602, 0.08398071818892125] User Vector: [1.1171672621476243, 0.4067139121460643] Predicted: -0.2954793837142192 Movie Vector: [1.3776915199892585, -0.06126562982928708] User Vector: [-0.35920341919703064, -0.4056242838406592] Predicted: -0.4700206773553445 Movie Vector: [0.9644393110643923, -0.7832166847798426] User Vector: [0.5715091141787719, 0.03188309707782416] Predicted: 0.5262144827517886 Movie Vector: [0.7768400290476667, -0.3498696163660021] User Vector: [1.1097789830762737, -1.1377019424863444] Predicted: 1.260168079606015 Movie Vector: [2.104309372827898, 0.30626796224557085] User Vector: [0.11936128999661096, -0.7411560909034457] Predicted: 0.0241807156258059 Movie Vector: [0.8699573075391686, -0.07169671332078285] User Vector: [0.6831936818081004, -0.6274051648322315] Predicted: 0.6393322241925015 Movie Vector: [1.208730541425583, 0.4607892942196946] User Vector: [0.44029802247545846, 1.136652247092295] Predicted: 1.055958853806263 Movie Vector: [-0.017621007987609155, -0.313170594082536] User Vector: [2.2125012039583116, -0.1273328103667878] Predicted: 0.0008903904812215604 Movie Vector: [0.6983743144105349, -0.33957980063874454] User Vector: [1.08868140224653, 0.48992645516242717] Predicted: 0.5939379999337164 Movie Vector: [1.0833503590391904, -0.0728492197410262] User Vector: [-0.03073630123042508, -0.21669727284849238] Predicted: -0.017511955726496786 Movie Vector: [2.069452958916459, 0.4025220318647495] User Vector: [0.5151921126658338, -0.444474349965402] Predicted: 0.8872551235068941 Movie Vector: [0.6283762077593321, 0.06677384712078327] User Vector: [1.815434116624394, -0.7814278370496056] Predicted: 1.0885966627142751 Movie Vector: [2.0574004637200316, -0.014367552347817603] User Vector: [1.148232716736651, -0.13994462185829798] Predicted: 2.3643851855528424 Movie Vector: [1.5383431539541446, -0.5760982128752428] User Vector: [0.9733332692378776, -0.12948315673561064] Predicted: 1.5719155864407255 Movie Vector: [-1.224551019704048, 0.27777740212703605] User Vector: [-0.11685904560790636, 0.09726631473397118] Predicted: 0.17011824768207676 Movie Vector: [0.2638218322915855, 0.7738644018332241] User Vector: [0.4181112937384303, -2.3443876817771847] Predicted: -1.7039312834078022 Movie Vector: [-0.623573562238561, 0.10371408220746313] User Vector: [0.8857237650681047, 0.42190218154387] Predicted: -0.5085567258027194 Movie Vector: [0.8872035398405332, -0.35774182235964724] User Vector: [0.9870920556389224, -1.157456901266057] Predicted: 1.28982230707299 Movie Vector: [0.5070709357418053, -0.521547507103472] User Vector: [1.9529790032817795, -0.05655205015044135] Predicted: 1.0197934714557435 Movie Vector: [0.5128627002253963, -0.49373751940621036] User Vector: [-0.20130095997830033, 1.0133547044703584] Predicted: -0.6035709919562436 Movie Vector: [0.3600578325081901, 0.35849842588892583] User Vector: [0.19037922282595257, -0.6699823303309256] Predicted: -0.1716400804717249 Movie Vector: [1.1747683889394374, 1.2660599639317958] User Vector: [0.8650086321436896, -0.908939685546318] Predicted: -0.13458734829680052 Movie Vector: [0.10326230740214934, 0.21000091739340843] User Vector: [0.8611993284792888, 0.5321720306518588] Predicted: 0.20068604443995633 Movie Vector: [-0.3484135892821893, -0.45173966235681995] User Vector: [0.7786419501053521, 0.46675745920111955] Predicted: -0.48214229362393 Movie Vector: [0.6205569772766901, -0.5847926724701418] User Vector: [1.1113480843117844, 0.2973055773275114] Predicted: 0.5157926847971274 Movie Vector: [0.025954315745084028, -0.12834019011896788] User Vector: [1.1301839604148847, -0.513317657820855] Predicted: 0.0952124371547893 Movie Vector: [0.2994560925946681, -0.9923996512396855] User Vector: [0.9658157481268743, 0.30183352885489056] Predicted: -0.010320078667567012 Movie Vector: [2.624997208802719, 0.27038353325355724] User Vector: [0.07625298338504762, -0.12994471011042139] Predicted: 0.16502895870136514 Movie Vector: [2.4417555587782562, -0.23111925198297179] User Vector: [0.8723270962699288, -0.2543961489727691] Predicted: 2.1888053840479285 Movie Vector: [0.9623071276215971, -0.37480805297307707] User Vector: [0.19208677999376728, -1.7318121450565631] Predicted: 0.8339436157136624 Movie Vector: [1.2868754497009753, 0.6625244396347458] User Vector: [-0.8440711257212168, 0.5470122402365385] Predicted: -0.7238054315560397 Movie Vector: [0.09718341962274489, -0.2580538991988128] User Vector: [1.3045971698750212, -0.40929770290400486] Predicted: 0.23240608236610527 Movie Vector: [0.9449135388195607, -0.09489021024588633] User Vector: [1.8597399535211518, 0.12516375205838975] Predicted: 1.7454166460178124 Movie Vector: [1.6193185228718558, -0.029231654458314844] User Vector:
avg loss: 14.028665051699946: 39%|█████████████████▍ | 27113/70000 [00:43<01:08, 624.59it/s]
[0.7222706031755868, -0.09054960786266773] Predicted: 1.172233081096433 Movie Vector: [0.5342626330704663, -0.32388006938475306] User Vector: [1.4891159430183516, 0.9064571941163334] Predicted: 0.5019955857394883 Movie Vector: [0.7731304916184002, 0.07417301744435068] User Vector: [-0.36777631262684307, -0.38139511223926825] Predicted: -0.31262830770010697 Movie Vector: [0.5721817689769346, 0.5663333196998793] User Vector: [-0.2491732288741945, 0.0844921958239723] Predicted: -0.0947216331292087 Movie Vector: [0.8604778584814918, 0.993263043502302] User Vector: [1.11970904981123, 0.6577750349026212] Predicted: 1.6168284784111238 Movie Vector: [0.4573778164106925, -0.6217770019751053] User Vector: [0.9855229362715696, 0.08921138320911882] Predicted: 0.3952867422207264 Movie Vector: [1.1172746816972714, -0.13578264250476738] User Vector: [1.799731154017255, -0.7935280476305989] Predicted: 2.118541387454223 Movie Vector: [2.239718838089731, -0.189434788569012] User Vector: [0.9933443646665312, -0.5335304674836678] Predicted: 2.3258813175568 Movie Vector: [0.9568003745559848, -0.9671416190559382] User Vector: [0.7926722057886939, 0.0251048318967627] Predicted: 0.7341491356319787 Movie Vector: [-0.0271202412509971, -0.16656924573084306] User Vector: [0.36904885640499097, -0.1277442167974642] Predicted: 0.011269563819322962 Movie Vector: [1.2615715686504814, 0.6562205265317955] User Vector: [-0.7164544267787942, 0.3453733331447466] Predicted: -0.677217464531618 Movie Vector: [0.5394529796063429, -0.3197530214316044] User Vector: [1.639286330066151, -0.06548255845004933] Predicted: 0.9052561410976069 Movie Vector: [0.3729026927331124, -0.5944939372365777] User Vector: [1.7331978537396187, 0.6844898853615761] Predicted: 0.2393890597515378 Movie Vector: [2.6143125979082553, -0.3856824727560045] User Vector: [-0.3345573254987138, -0.8044604344742344] Predicted: -0.5643711411713879 Movie Vector: [1.6443514366657797, 0.1794027563853738] User Vector: [1.0164174029699622, 0.6871352254534794] Predicted: 1.7946213702815976 Movie Vector: [1.1241064016761937, -0.13215258298423685] User Vector: [1.4796619496472478, -0.7081887340021726] Predicted: 1.7568864403538729 Movie Vector: [-0.10120474910091004, 0.24827566154260344] User Vector: [0.8431482993671482, -0.27584566519207526] Predicted: -0.1538163771015332 Movie Vector: [0.748052116439438, -0.5855533391910879] User Vector: [-0.38429659823733275, -0.01900396203088474] Predicted: -0.276346050226868 Movie Vector: [0.9014049368638297, 0.29188000506996303] User Vector: [1.3875432972687787, 1.114328444891163] Predicted: 1.5759885704148302 Movie Vector: [1.6130422048322552, -0.305213734786315] User Vector: [1.1998959203892545, -1.047482654316361] Predicted: 2.2551888540416902 Movie Vector: [1.7510398456054284, -0.6877457327765373] User Vector: [0.18892132618437416, -0.5732895768944575] Predicted: 0.725086229987889 Movie Vector: [1.844977502132231, -0.2863739561779987] User Vector: [0.2169435311673671, -0.4964094780217707] Predicted: 0.5424146803422645 Movie Vector: [0.4768287113164052, 1.263647456865449] User Vector: [1.4115596555381804, -0.18942737969504378] Predicted: 0.4337027448841715 Movie Vector: [-0.19271132256060203, 0.053603317241934345] User Vector: [0.7292575082515188, 0.9661534894712129] Predicted: -0.08874714690187203 Movie Vector: [-0.812764338859594, -0.10319286418763998] User Vector: [0.08360704799519146, -0.6177675979456829] Predicted: -0.0042036192534806865 Movie Vector: [1.578343042423599, 1.1280614412068228] User Vector: [1.8895768999155538, -0.8628680570996987] Predicted: 2.00903236904285 Movie Vector: [0.23177382309234462, -0.09326182380163342] User Vector: [1.2728384428323156, -0.5115072591706797] Predicted: 0.3427147319521849 Movie Vector: [0.3061889973911718, -0.3653880068607675] User Vector: [1.541827801314022, 0.09129359190715425] Predicted: 0.43873312504805984 Movie Vector: [-1.3035362236127732, -2.115071570400153] User Vector: [1.3027699905617647, -0.5875160024619188] Predicted: -0.45556947977058027 Movie Vector: [0.18263978683129994, -0.013967302995494757] User Vector: [0.939952376697312, 0.40710901713228903] Predicted: 0.16598648671708607 Movie Vector: [1.2662404195793977, -0.20598021047144383] User Vector: [-0.27400710636962367, -0.1053353536833991] Predicted: -0.3252618750154184 Movie Vector: [1.9372787075534752, 0.5686841976153649] User Vector: [1.0643345303915888, -0.42746277170814095] Predicted: 1.8188213001022682 Movie Vector: [-0.13657159636020771, -0.4258125630145587] User Vector: [1.6882574517861888, -0.16933462049574746] Predicted: -0.15846320649706436 Movie Vector: [0.7017567774652762, 0.00015632635858191246] User Vector: [-0.1116750615210904, -1.6353358510227431] Predicted: -0.0786243773949257 Movie Vector: [0.7945001876229766, -0.8982188201318878] User Vector: [0.804372464684082, -0.4766286705880256] Predicted: 1.0671909162468658 Movie Vector: [0.07702617291389316, 0.049944360617410144] User Vector: [1.787615392503646, -0.017545629681552696] Predicted: 0.1368168670704478 Movie Vector: [0.3276745572964166, 1.5123433305015856] User Vector: [0.5359045503297128, -0.8710817493991996] Predicted: -1.1417723877431092 Movie Vector: [1.1202688779318104, -0.9115728477708416] User Vector: [0.5093700479058509, 0.37773601880579544] Predicted: 0.22629751365114104 Movie Vector: [1.0454653479922398, -0.8327959651414474] User Vector: [0.5381955067428849, -0.228226866169713] Predicted: 0.7527311660278241 Movie Vector: [0.3298275391286234, 0.0805688553001308] User Vector: [0.7902768875176549, -0.313454183602661] Predicted: 0.23540043627827262 Movie Vector: [1.6994839884044037, 0.21667437162735004] User Vector: [-1.7581431341926896, -0.6105249477063505] Predicted: -3.120221215290705 Movie Vector: [1.8736810098239283, 0.09482305726106999] User Vector: [1.136446422959925, -0.6164083892617993] Predicted: 2.070888353391168 Movie Vector: [2.1416177313264195, 0.3402629453633161] User Vector: [1.3691756915054605, -0.18210526702055221] Predicted: 2.87028726370662 Movie Vector: [0.701654452025716, -0.22198503613391712] User Vector: [0.39351300830904784, 0.8582961775229098] Predicted: 0.08558124622904989 Movie Vector: [1.623927271960967, 0.29268594184798485] User Vector: [-0.6631207241927684, 0.6955084603949023] Predicted: -0.8732942798252192 Movie Vector: [0.6444745306053177, -0.12397844722985428] User Vector: [1.1389272696400228, 0.13892217520728903] Predicted: 0.7167862619268562 Movie Vector: [-0.2139837734572938, 0.7175732760802394] User Vector: [1.474130217452269, -1.0304502663497452] Predicted: -1.0548635199601994 Movie Vector: [0.4311165844259535, -0.8731542469722862] User Vector: [-0.25882087991687264, 0.4370652433874571] Predicted: -0.4932073471956161 Movie Vector: [-1.678576225359256, -0.40608641766995063] User Vector: [1.3118731620214354, -0.5157251247528822] Predicted: -1.9926501320427663 Movie Vector: [0.6854544176934967, -0.08818275566528555] User Vector: [0.8775502510574732, -0.7378809930270545] Predicted: 0.6665890756535451 Movie Vector: [2.3592532706541807, -0.25363735915279484] User Vector: [1.7392598443715719, 0.6455424182983323] Predicted: 3.939620802152814 Movie Vector: [0.48207193735724096, -1.2456280752111277] User Vector: [0.1298224577861734, 0.06511460900185208] Predicted: -0.018524821341642933 Movie Vector: [0.3140924778200226, -0.1535124638967172] User Vector: [1.0875166232979678, 0.6717535866782349] Predicted: 0.23845824265969 Movie Vector: [-1.142748014889045, -0.7779007281134973] User Vector: [-1.328402757296075, -0.41989926012781625] Predicted: 1.8446695540609708 Movie Vector: [0.49129670931330216, -0.45910518380970283] User Vector: [1.053754922341687, 0.6566886080230229] Predicted: 0.21621718167701726 Movie Vector: [0.4290100717395598, 0.050267656207020214] User Vector: [1.5483220728816351, -0.9999267443052491] Predicted: 0.6139817897479529 Movie Vector: [0.013809502155002935, -0.8232029660083956] User Vector: [2.7658368267204114, -0.5376772880080477] Predicted: 0.48081236786255727 Movie Vector: [0.413679000450751, -0.29098984295176633] User Vector: [0.7706489706742715, 0.40037890568409046] Predicted: 0.20229510100071924 Movie Vector: [0.40382551280771695, -0.6511157796380542] User Vector: [1.1162610747923627, 0.18660690547312742] Predicted: 0.3292720002123391 Movie Vector: [1.5268847174875877, -0.09127967235215764] User Vector: [1.1476880641829554, -0.5875362849330618] Predicted: 1.8060174852275623 Movie Vector: [1.0570030648442545, 1.1154479144993987] User Vector: [1.009045600970015, 1.4582327348493929] Predicted: 2.6931469557354286 Movie Vector: [1.053777814835823, -0.7782327079405142] User Vector: [1.3123273068389223, -0.4298237555230538] Predicted: 1.717404306947968 Movie Vector: [1.5067201330825095, 0.1548351756263319] User Vector: [1.0866881929427616, 0.4153888324715125] Predicted: 1.7016517815188532 Movie Vector: [0.9420855253526145, 1.0944897455492497] User Vector: [1.1678697810043186, -1.383696859244164] Predicted: -0.41420880721054476 Movie Vector: [2.5345992899432446, 0.17167393692421198] User Vector: [1.30004612621391, -0.5061167548893749] Predicted: 3.2082089325400767 Movie Vector: [2.5305405471899918, -0.5871167119171227] User Vector: [0.05868306749348795, -0.3687194550101531] Predicted: 0.3649812357711927 Movie Vector: [-0.48948254573488154, 1.8417692432142425] User Vector: [0.531007462761711, -0.4306729411844927] Predicted: -1.0531190616350377 Movie Vector: [-0.08849564100215368, 0.5932764211623279] User Vector: [0.24176804620513637, -0.6188160713958353] Predicted: -0.3885244024182146 Movie Vector: [-0.07443023277326995, -0.5829054261144477] User Vector: [1.187944406096853, -0.5846441229926124] Predicted: 0.2523732529708236 Movie Vector: [-0.6460771903386745, -0.3043047322020203] User Vector: [0.9067544646222885, 0.9202574510984507] Predicted: -0.865872074043645 Movie Vector: [0.17334675708307282, -0.15210470461837755] User Vector: [-0.36237953196941836, -0.816868234476326] Predicted: 0.06143218481697675 Movie Vector: [1.2696500672969435, -0.20296720058277257] User Vector: [1.949312648175982, 0.17032793748213343] Predicted: 2.4403739502876323 Movie Vector: [-0.11278059181639923, -1.1352699217083526] User Vector: [1.2149537943534778, 0.47328081592596416] Predicted: -0.6743246827990996 Movie Vector: [0.9272879370799173, 0.2929859600938966] User Vector: [1.378547242712219, -0.7136697221044511] Predicted: 1.0692150201411046 Movie Vector: [1.2295786401552626, 0.36516212253655467] User Vector: [-1.1248573823226276, 1.1726986649943576] Predicted: -0.954875476919741 Movie Vector: [1.0694669994699528, 0.803419063065455] User Vector: [2.0583162738715552, -0.7778089196813178] Predicted: 1.5763948158832681 Movie Vector: [-0.7245825123734669, -1.7602274851251885] User Vector: [-1.588838526395506, -0.432934810379508] Predicted: 1.9133083637088846 Movie Vector: [0.6972441210875562, 0.5848408751656838] User Vector: [1.7001113540912212, -0.315968819789614] Predicted: 1.0006011657434826 Movie Vector: [0.594326692664296, -1.609922345831262] User Vector: [0.36817723573171934, -0.6436948775936762] Predicted: 1.2551163261618938 Movie Vector: [0.640204588256605, 1.1485345285295454] User Vector: [1.8502546056038407, 0.5735250450604273] Predicted: 1.8432548051788582 Movie Vector: [0.624160464960672, 0.06694515248643053] User Vector: [0.7966101889440095, -1.1106785122366103] Predicted: 0.4228580435586201 Movie Vector: [1.5242823872095752, -0.858235576916041] User Vector: [1.4450872377475388, 0.31056844849161686] Predicted: 1.9361801329167871 Movie Vector: [-0.0915021944917469, -0.9987208381297226] User Vector: [-0.09324631141037637, 0.40261705739161563] Predicted: -0.3935698028811667 Movie Vector: [0.6812601491932613, -0.29999010366583373] User Vector: [-0.19105179700721472, 0.299810346003318] Predicted: -0.22009611251040062 Movie Vector: [0.4857093422284648, -0.6609972485892102] User Vector: [0.8894473620809166, -0.4369891871464192] Predicted: 0.7208615435501837 Movie Vector: [1.6760657703040154, -0.34479354340689483] User Vector: [1.1647939394761508, 0.10835401400289582] Predicted: 1.9149114869831247 Movie Vector: [0.4087725775836494, -0.17803860525359005] User Vector: [-0.03468956915876151, 0.04371895525461983] Predicted: -0.021963806416969836 Movie Vector: [1.7703799332927885, -0.7464340286472101] User Vector: [-0.7629579954942858, -0.9680511447934235] Predicted: -0.6281392092236746 Movie Vector: [1.974232034900977, 0.13519026695064068] User Vector: [0.838647185665934, -0.3087237609778175] Predicted: 1.6139476922606373 Movie Vector: [1.16175046108223, 1.2668247025629096] User Vector: [1.817213971903396, -0.7444815828444757] Predicted: 1.1680215099933238 Movie Vector: [0.4206872662272134, 0.4155189694797803] User Vector: [1.3922458981010446, -0.14164865187998438] Predicted: 0.5268424189308087 Movie Vector: [1.2334101380587479, 0.06879442749905712] User Vector: [0.9812764112219314, 0.1763875922755598] Predicted: 1.2224507572675694 Movie Vector: [0.5129821582047152, 0.40612878413834497] User Vector: [0.22092164376802825, 0.41021511051983073] Predicted: 0.27992902568485206 Movie Vector: [0.7837182876269716, -1.0455159863664902] User Vector: [1.1709503824075387, -0.7415506263107143] Predicted: 1.6929982631045188 Movie Vector: [-0.18592052677666, -0.6178104513162794] User Vector: [1.4251525036461083, -0.28707798261558115] Predicted: -0.08760532621226114 Movie Vector: [0.9578958758158302, 1.588480425356046] User Vector: [1.4232042692836437, 0.9548092835520169] Predicted: 2.879977356860894 Movie Vector: [1.6008932471490234, -0.5844192923831087] User Vector: [0.6800688341263906, -0.20866384326364815] Predicted: 1.2106647797755292 Movie Vector: [1.1151983217639962, 0.46357630499282754] User Vector: [-0.7023547811796929, 1.6069722123301713] Predicted: -0.03831063283634206 Movie Vector: [-0.17966415498924534, 0.12599287120696837] User Vector: [1.3155225641326846, -1.0858181844282042] Predicted: -0.373157600519031 Movie Vector: [0.15551204812011732, -0.3379535487657266] User Vector: [0.9332867356509028, -0.11702948126844286] Predicted: 0.1846878602492928 Movie Vector: [1.0732940889355829, -0.9634521303931947] User Vector: [1.1657043607489082, -0.004245967475996311] Predicted: 1.2552343862485642 Movie Vector: [0.34425897164321384, -0.968879085848818] User Vector: [0.6909663236118733, -0.349920923389485] Predicted: 0.5769024203796941 Movie Vector: [-0.08786491940056795, 0.45600582162298925] User Vector: [-1.213611546474914, -0.5411003221111627] Predicted: -0.14011101625014794 Movie Vector: [0.3114701732259091, 1.0360951260685718] User Vector: [0.03924316052781773, -0.5672730255569445] Predicted: -0.575525742922191 Movie Vector: [0.8677877556396877, 0.14264207948818458] User Vector: [0.835251804315458, -1.1118570831174956] Predicted: 0.566223682231364 Movie Vector: [0.5960064711954977, -0.3319901532962709] User Vector: [0.6619301117700338, -0.08561139171621313] Predicted: 0.4229367691538719 Movie Vector: [1.5369031312464911, -0.09640840182536933] User Vector: [0.8378935730042595, -0.26295476159751446] Predicted: 1.313112304319544 Movie Vector: [1.29814369856275, -1.6845248273937603] User Vector: [-1.3624038748249119, 0.16231886744792498] Predicted: -2.0420261671718993 Movie Vector: [1.1017198522799334, 1.1613900865339344] User Vector: [1.134744534434445, -0.5358690108393931] Predicted: 0.6278176239829619 Movie Vector: [1.9140182890922934, -0.21640662824669837] User Vector: [1.3220574862886265, 0.07600238645049123] Predicted: 2.513994787797362 Movie Vector: [2.1260739619575793, 0.4208536703783148] User Vector: [0.8498486412053683, 0.5277300234073637] Predicted: 2.0289381849915857 Movie Vector: [1.7437292813317975, -0.04482878016565329] User Vector: [1.6673241646906232, 0.15232572409032547] Predicted: 2.9005333910443007 Movie Vector: [0.9712577466638298, 1.1979755543581365] User Vector: [0.6152165108740514, -0.6705122574879575] Predicted: -0.20572349130614687 Movie Vector: [1.1996585291788913, -0.13777203187153791] User Vector: [0.7975510266773563, -0.15722879065123382] Predicted: 0.978450621565597 Movie Vector: [-0.626343280109399, -1.6192112448297773] User Vector: [1.176142205358017, 0.1317630871053244] Predicted: -0.9500210390734694 Movie Vector: [1.8065304994243105, -1.0345177451087078] User Vector: [1.7386878099595862, -0.12440136088931397] Predicted: 3.2696879730249195 Movie Vector: [-0.671709080912872, 0.6582711168349253] User Vector: [0.5969764548406439, -0.5892115662815482] Predicted: -0.7888554615958439 Movie Vector: [1.063346636243083, 1.212461590894218] User Vector: [1.3515059398995337, -0.3073675937782874] Predicted: 1.0644478933129655 Movie Vector: [1.5934614503028657, -0.8433680770642844] User Vector: [1.0952936215631985, -1.2010863770714346] Predicted: 2.7582660709424163 Movie Vector: [1.321601571849689, -0.12460423917669142] User Vector: [0.9474895060782853, 0.9873143594887053] Predicted: 1.1291800659518347 Movie Vector: [1.9414002824238503, 0.2112347063603518] User Vector: [1.166321386993856, -0.7687960635223882] Predicted: 2.101900259377703 Movie Vector: [1.7612491511646002, -0.43459512770076447] User Vector: [0.4148436281647451, -0.7701056023761413] Predicted: 1.0653271305789338 Movie Vector: [0.05384452054629969, -0.09636299250079138] User Vector: [1.5095400291421839, 0.07023116642230212] Predicted: 0.07451277375133403 Movie Vector: [0.19835690959469338, 0.7193777034737179] User Vector: [1.254484327762236, -0.37164468806182294] Predicted: -0.018517267816226923 Movie Vector: [0.08820357922837775, 0.699814979543699] User Vector: [0.9186799094487053, -0.7431722662654924] Predicted: -0.4390522281354522
avg loss: 14.011209352492829: 39%|█████████████████▌ | 27266/70000 [00:44<01:01, 689.84it/s]
Movie Vector: [0.07464829313441132, -0.3624833836865248] User Vector: [-0.001707721343846922, 1.0596347486760336] Predicted: -0.3842274676553763 Movie Vector: [1.1446817147235855, -1.309900899099461] User Vector: [1.105610376637628, 0.6968663966431572] Predicted: 0.35274606223067595 Movie Vector: [0.1670805783247779, -1.3570988710701628] User Vector: [1.100684079042945, -1.1336058217072347] Predicted: 1.7223181133568233 Movie Vector: [1.0882703467289023, -0.9364718360752448] User Vector: [0.807426676576647, -0.5727659958085797] Predicted: 1.4150777330125595 Movie Vector: [2.041746378879986, 0.526727426446158] User Vector: [1.4919738655168218, -0.14720160579408878] Predicted: 2.968697114313884 Movie Vector: [1.4892943527636064, -0.03391767318592967] User Vector: [0.9903540677494231, -0.8537506439230755] Predicted: 1.503885955658542 Movie Vector: [0.7258508744274188, 0.5722443896884758] User Vector: [1.3314080197624745, 0.4929648454570522] Predicted: 1.248500042490715 Movie Vector: [1.217633541858587, 0.37292165069607786] User Vector: [0.9877166226619084, -0.4851536460135008] Predicted: 1.0217525910918457 Movie Vector: [1.861486130791763, 0.4668813037290892] User Vector: [1.311004767429381, 0.4911940627498133] Predicted: 2.669746516372294 Movie Vector: [0.18173686363145436, -0.691071761687929] User Vector: [0.6926895707988777, 0.3553149093090023] Predicted: -0.11966087026295266 Movie Vector: [-0.40334289575087595, -0.07521950122730356] User Vector: [-0.18325549677786257, -0.7215735679031146] Predicted: 0.12819120660912653 Movie Vector: [0.8694825783529185, 0.62962204472357] User Vector: [2.0721541586837624, -0.023554146810953573] Predicted: 1.7868717305602486 Movie Vector: [0.7330458460551567, 0.0698474096692602] User Vector: [-1.1212244266360905, 0.5487575966096504] Predicted: -0.7835796117816479 Movie Vector: [-0.13424641132305226, -0.6581646035793264] User Vector: [0.6933075615879343, 0.1490398001318869] Predicted: -0.19116677305766158 Movie Vector: [0.3050687693359019, -0.5237616292269442] User Vector: [1.2499734586406948, -0.0798908841182488] Predicted: 0.4231716443562126 Movie Vector: [0.49833668312205964, -0.4206131400169127] User Vector: [-0.20450858095441848, 0.2043926726165822] Predicted: -0.18788437172853362 Movie Vector: [0.16713681474427877, -1.0897660951193684] User Vector: [0.8195377034383804, 0.1677505500176628] Predicted: -0.045833940531342404 Movie Vector: [2.0902590645138446, 0.47557286546814054] User Vector: [1.217044834749973, -0.8030427307666991] Predicted: 2.1620336651918053 Movie Vector: [0.8197783360990347, 1.2041971608565099] User Vector: [0.5013040260903946, 0.8025820176417955] Predicted: 1.3774251673868703 Movie Vector: [1.2005782377128924, -0.23122243590921] User Vector: [1.613690689069761, -0.9922674203365844] Predicted: 2.16679641370065 Movie Vector: [1.3560595979392782, 0.09084106254991413] User Vector: [0.5980508775562604, 0.9446963901822866] Predicted: 0.8968098564374022 Movie Vector: [-0.2338096155899782, 0.4950028455810497] User Vector: [1.4788148498347693, -0.6468371743841083] Predicted: -0.665947373516358 Movie Vector: [-1.0821319801403784, -0.7117470822846571] User Vector: [-0.38381660231140563, 0.3980710917068369] Predicted: 0.13201428180578412 Movie Vector: [0.8303063231147774, -0.13894747004029295] User Vector: [1.653837003309637, -0.5530128483947254] Predicted: 1.4500310574334099 Movie Vector: [0.5569934844970703, 0.06865501403808594] User Vector: [1.1102490529568527, -0.10370749089965416] Predicted: 0.6112814494224393 Movie Vector: [1.0689621933465199, 0.9441657540648923] User Vector: [1.4833691419886204, -0.03328551699037098] Predicted: 1.5542384863140475 Movie Vector: [0.703031465354064, -0.6094720249613497] User Vector: [0.7385887389893728, 0.6497290382986461] Predicted: 0.12325945081764295 Movie Vector: [0.25108534906358, -0.5705661438189288] User Vector: [1.3463981209981202, -0.1515288406643159] Predicted: 0.42451806848455287 Movie Vector: [0.9523678464714831, 1.4993479466813535] User Vector: [1.6387652410173352, -0.18798173525731027] Predicted: 1.2788572946883545 Movie Vector: [1.320976073875345, -0.4790346280907209] User Vector: [0.9206537093023293, -0.08389637201378589] Predicted: 1.256350789678749 Movie Vector: [1.5158105615068584, 1.233652661006802] User Vector: [0.9302918622991041, -1.096234931943593] Predicted: 0.05777308927604241 Movie Vector: [-0.7089146319898891, 0.04758501693324516] User Vector: [0.09713455412582456, 1.1738522937981397] Predicted: -0.01300232541409773 Movie Vector: [1.3905940031211321, -1.2039983244912553] User Vector: [-0.24605726667381933, 0.9914329656645705] Predicted: -1.5358493889665294 Movie Vector: [1.8501531586431932, -0.19378071615352488] User Vector: [1.3585998325667503, 0.46528192069980645] Predicted: 2.4234551077489908 Movie Vector: [1.0268689967660627, -0.5790766866820442] User Vector: [-0.06167754818237153, 0.24284092784108804] Predicted: -0.20395828191003296 Movie Vector: [0.5564802624284891, -0.7294746955230811] User Vector: [0.9426601936569131, 0.30516730234765743] Predicted: 0.3019599669834319 Movie Vector: [1.2284519587990983, 0.3691548833888549] User Vector: [1.178741613670858, -0.6567164172827347] Predicted: 1.205597371790421 Movie Vector: [-0.017312022038966424, -0.05765425842380796] User Vector: [1.1435504357217339, -0.42551158922735444] Predicted: 0.0047353847817547985 Movie Vector: [0.9439467279770757, -0.61470637124077] User Vector: [1.0803630210598059, 0.3356497301046373] Predicted: 0.8134791111562669 Movie Vector: [1.0075873089931466, -0.4989029467047532] User Vector: [-0.3279038978395141, 0.1451397718965388] Predicted: -0.4028024659157186 Movie Vector: [-0.7514470334958104, -0.8217592230637268] User Vector: [1.455373580238954, -0.0233756656480176] Predicted: -1.0744269906572266 Movie Vector: [1.0462497278717438, -0.10266520358005775] User Vector: [0.9459883227434795, -0.38607837658079874] Predicted: 1.0293768403697388 Movie Vector: [1.6469508504638595, -0.9440470257711822] User Vector: [1.2903538577500981, -0.24155726050472268] Predicted: 2.3531907967537644 Movie Vector: [2.272835522205431, 0.32281050956992613] User Vector: [1.4413320471700093, 0.5730686387832752] Predicted: 3.460903255405244 Movie Vector: [-0.15632021149533887, -1.1162420016522834] User Vector: [0.6773368801554973, 0.1490533093029964] Predicted: -0.27226100868877395 Movie Vector: [0.736840480439835, -0.7069712061824927] User Vector: [1.2263087231326917, -0.10088959781167078] Predicted: 0.9749199493768366 Movie Vector: [1.9559773299057142, -0.5600980860090043] User Vector: [-0.6291790090765769, -1.1009324711282438] Predicted: -0.614029708302233 Movie Vector: [1.4476330392678916, 0.06615701823988869] User Vector: [1.7033613607088482, -0.6775781279281847] Predicted: 2.421015635006147 Movie Vector: [0.028432192985876126, 0.5021394361887888] User Vector: [0.7935639259086833, 0.11237201433297661] Predicted: 0.07898918260862456 Movie Vector: [1.9140921379037625, -0.33675733480774217] User Vector: [1.5867285174738366, -0.12275690762521128] Predicted: 3.0784838693254697 Movie Vector: [0.22771726541395818, 2.011260664120701] User Vector: [1.9940837731693208, -0.4112608780641756] Predicted: -0.37306552290975115 Movie Vector: [1.4014289543518954, -0.8675206308790737] User Vector: [0.02009376450928886, 0.5515162932194791] Predicted: -0.45029177924860486 Movie Vector: [0.013549677573994251, -0.1328378079551336] User Vector: [2.388115060363191, 0.5558520353614227] Predicted: -0.041479976847289754 Movie Vector: [1.3507841995778338, -0.8067964486411465] User Vector: [-1.0007826113221259, 1.1901740060537556] Predicted: -2.3120694999353484 Movie Vector: [0.3248145311015972, -0.3367939259286087] User Vector: [1.008367520686478, -0.7894476684387224] Predicted: 0.5934136029785224 Movie Vector: [0.31485189892090154, -0.2696643657022863] User Vector: [0.21657662177148837, 0.9549650389847849] Predicted: -0.18933048087906415 Movie Vector: [1.1941655666493913, -0.33813470276408947] User Vector: [2.020981928372754, -0.12649641800315006] Predicted: 2.456159858385647 Movie Vector: [-0.723740297484063, -0.5091126589584852] User Vector: [-0.653945159593278, 0.1806420465664743] Predicted: 0.3813193116951419 Movie Vector: [-3.33222993015589, -0.771725070764901] User Vector: [1.7522366688099087, -0.1518757169182331] Predicted: -5.721649174138838 Movie Vector: [0.5379808496461633, -0.6286888467050178] User Vector: [0.811816246459758, 0.36658276936946727] Predicted: 0.20627509553015785 Movie Vector: [0.42755631740238376, 1.3499913253308] User Vector: [1.79630324130693, 0.5838851671688295] Predicted: 1.5562607094584004 Movie Vector: [0.8090110628680958, -1.4424958321657868] User Vector: [0.4926150569803469, 0.054056175962962194] Predicted: 0.3205552223031047 Movie Vector: [2.125664524163832, 0.17366634169303177] User Vector: [1.3237382190233828, 0.23310946934631402] Predicted: 2.854306640213196 Movie Vector: [-0.05742702487482955, 0.2339532754703047] User Vector: [1.299076496746885, -0.1641941292340193] Predicted: -0.11301585264028312 Movie Vector: [1.2663440403222836, 1.3983507485036266] User Vector: [0.775609290008719, -0.6350215102667771] Predicted: 0.09420539782368786 Movie Vector: [2.1318076594855984, -0.22330802746613096] User Vector: [0.8543645715201725, 1.0430963618684135] Predicted: 1.588409146533902 Movie Vector: [1.4929380363263798, -0.27851984872881347] User Vector: [1.7591934305543584, -0.14073161580235555] Predicted: 2.665563334074725 Movie Vector: [2.1109868417593955, 0.5198960016086697] User Vector: [1.0721930438769163, -0.16650541626750257] Predicted: 2.1768199072864625 Movie Vector: [2.2456860166176127, 0.37301749487836555] User Vector: [1.3175963568493454, -0.17404457377027385] Predicted: 2.8939860432179247 Movie Vector: [0.806024884560801, 0.9376442021532586] User Vector: [1.1914196171074256, 1.1151016624040382] Predicted: 2.0058824679070932 Movie Vector: [1.3746341959842003, 1.0560436044921009] User Vector: [0.8624375056213712, -0.652073648553416] Predicted: 0.4969178809137881 Movie Vector: [-0.3849726564622036, -0.9892620927098417] User Vector: [1.8059230977816045, -0.1003091998422677] Predicted: -0.5959989233654246 Movie Vector: [0.7970128680559309, 0.3746327589738837] User Vector: [-0.5414322822929987, -0.8494877351959056] Predicted: -0.7497744301193293 Movie Vector: [1.136157426442562, 0.021056100796814775] User Vector: [0.4023924677623363, -0.6732915596374901] Predicted: 0.443004295647356 Movie Vector: [1.0346042249491587, 0.3991810079079216] User Vector: [1.0786722150472596, 0.4867865575871512] Predicted: 1.3103147797168289 Movie Vector: [0.8789401656030884, 1.2989145738823957] User Vector: [-1.9646934342398816, 1.075569642025374] Predicted: -0.32977488919787246 Movie Vector: [0.928151286309131, 0.6794094760261685] User Vector: [0.021496877855309793, 0.05943907846781782] Predicted: 0.060335827990334476 Movie Vector: [0.4318692888931822, -1.0932069683383727] User Vector: [1.4313140803096793, -0.3982649163460021] Predicted: 1.053526575840289 Movie Vector: [1.8262218073740006, -0.037292313036149265] User Vector: [-0.1828296021150453, -0.7891739336880295] Predicted: -0.3044572850409441 Movie Vector: [0.34593494787767465, -0.13260790588692456] User Vector: [0.6899268045514582, 0.577812948219721] Predicted: 0.16204722811415212 Movie Vector: [0.4880534167098796, -0.01350954151492275] User Vector: [0.924705923878421, -1.3265515351781572] Predicted: 0.46922698863690304 Movie Vector: [1.6154432764577753, -0.22370433214258484] User Vector: [0.04828821148246913, -0.43329856671531186] Predicted: 0.17493763305691398 Movie Vector: [0.8898636751971013, 0.2279303455751175] User Vector: [-0.21430092341397902, -0.033639231540381606] Predicted: -0.19836600897717646 Movie Vector: [1.2476306132745039, -0.8417249003298284] User Vector: [-0.5863869263709972, 0.48648442055689417] Predicted: -1.1410803309696647 Movie Vector: [1.1591015547888175, -0.07287347126307013] User Vector: [0.44313244893683645, -1.3197363811590024] Predicted: 0.6098092817872821 Movie Vector: [0.6649291747746184, -0.1020920012240825] User Vector: [1.0909817911158948, -1.2802284730887594] Predicted: 0.85612670890251 Movie Vector: [1.0408326178729772, 0.36950264815809875] User Vector: [0.9440302558897495, 0.0588569203673713] Predicted: 1.0043252705271986 Movie Vector: [0.5170056345158738, 0.4940028256293365] User Vector: [0.9040267412070802, -0.054030586741160055] Predicted: 0.4406956564365401 Movie Vector: [0.7517877047178789, -1.7919646643466283] User Vector: [0.4743779716541572, -0.8976751993373984] Predicted: 1.9652337637515354 Movie Vector: [0.3119958595783644, 0.3371011014723463] User Vector: [1.450048338211531, 0.061531224461650574] Predicted: 0.4731513212514501 Movie Vector: [1.2246331162843356, 0.7019769647758127] User Vector: [1.321413099363635, -0.5310528704834976] Predicted: 1.2454593596151422 Movie Vector: [0.3532231169242308, -1.0516762312723817] User Vector: [0.8724940126174543, -0.38184013223871277] Predicted: 0.7097572458558237 Movie Vector: [-0.057345237691205066, -0.07472234635559777] User Vector: [0.9526918854820796, 0.10583167184712926] Predicted: -0.06254033345860532 Movie Vector: [0.8844192471242956, 0.006429363591819268] User Vector: [1.6010183386318713, 0.07062867488207757] Predicted: 1.4164255311158156 Movie Vector: [1.7563086586921524, 0.13969375138136325] User Vector: [1.9156541115496297, 1.165505396594581] Predicted: 3.5272937242793576 Movie Vector: [0.14059147034938901, -0.8426854496180186] User Vector: [1.0929945419277913, -0.08318873864752396] Predicted: 0.22376764936382965 Movie Vector: [0.6812872136024912, 0.19306337842387652] User Vector: [1.118771384176998, 1.5740255836270607] Predicted: 1.0660913358848034 Movie Vector: [0.644978586630539, -0.2430548222611787] User Vector: [1.156321668139513, -0.29327040176207614] Predicted: 0.8170835005816361 Movie Vector: [-0.44495159484568697, -0.7861866126384178] User Vector: [0.980287782558502, -1.3280900664159407] Predicted: 0.6079460183371324 Movie Vector: [-1.3465595245361328, 1.2023639678955078] User Vector: [2.130104523666548, 0.10539951148695992] Predicted: -2.7415839597549834 Movie Vector: [0.1421846763782853, 0.21904006284910063] User Vector: [1.1042320822314053, -0.15054497071350997] Predicted: 0.12402950141188926 Movie Vector: [2.1935839258599126, -0.03096535768355471] User Vector: [1.2644432814344375, 0.9296454111127964] Predicted: 2.744875654642161 Movie Vector: [2.3969619662842083, 1.0773161342564945] User Vector: [0.9172719353599694, 0.8002714991449453] Predicted: 3.060811339612236 Movie Vector: [0.4512561999044017, -0.4015817764346754] User Vector: [1.3132806250292355, 0.43769075458891876] Predicted: 0.41685739350191875 Movie Vector: [0.9141141395578325, 0.9631578634818566] User Vector: [1.3763033054675782, -0.48356640240315] Predicted: 0.7923475288578703 Movie Vector: [0.509871654308033, 0.6797563175413538] User Vector: [1.340379365120507, -0.10045621437646929] Predicted: 0.6151356979356504 Movie Vector: [1.1651622170945815, 0.4580996253297824] User Vector: [1.2369101485967404, 0.46778435515477823] Predicted: 1.655492808917304 Movie Vector: [0.37917933258268255, -0.9509363724407948] User Vector: [1.4402438312568966, -0.5651777272102645] Predicted: 1.083558752389978 Movie Vector: [0.848592280340288, -0.716165134215464] User Vector: [0.29909406336925104, 0.2100791167812392] Predicted: 0.10335757440525303 Movie Vector: [0.496137446219188, -0.006813476935723567] User Vector: [0.9054152126165187, -0.07837033128003239] Predicted: 0.4497443658001842 Movie Vector: [1.272211524380111, -0.15207509125212268] User Vector: [1.0063813890966422, 0.16739870202636234] Predicted: 1.254872828244267 Movie Vector: [0.702483621670607, 0.4829174406326951] User Vector: [-0.05398083170515042, 0.035326903914701224] Predicted: -0.02086067213306094 Movie Vector: [1.109634296078844, 0.44399898311461283] User Vector: [1.1162351238520687, -0.13205389939738904] Predicted: 1.1799809788653113 Movie Vector: [1.4664858389154796, 0.2652731638083947] User Vector: [1.6489794064491463, 0.5168345389317868] Predicted: 2.555307281528814 Movie Vector: [1.2005662990108141, -0.08671418254652022] User Vector: [1.2440336626257578, -0.7767614458117081] Predicted: 1.5609011239906891 Movie Vector: [1.4181385340409045, 0.16907966426537555] User Vector: [1.2447820860478571, -0.7602591209477185] Predicted: 1.6367290857837575 Movie Vector: [1.9465383718422715, -0.16077151355440403] User Vector: [0.5378935015288228, -0.28629197739868834] Predicted: 1.0930579352153234 Movie Vector: [1.3261415957159453, -1.1955267071829465] User Vector: [1.7644601543750813, 1.8006822181684476] Predicted: 0.187160321730365 Movie Vector: [0.2754352986380581, -0.9973515803509759] User Vector: [2.0955549705582364, 0.14694953145893472] Predicted: 0.4306294616957709 Movie Vector: [1.9200484382390128, -1.451269519221203] User Vector: [1.119130041019041, 0.7713285644669122] Predicted: 1.0293782525294957 Movie Vector: [0.7638472210410335, -0.3365498985366704] User Vector: [1.8488438370576366, -0.1574566352272816] Predicted: 1.4652262416849842 Movie Vector: [0.8077740590627045, 0.22439309487049486] User Vector: [-0.8511961604497496, -2.2793118143372944] Predicted: -1.1990360097791117 Movie Vector: [0.4653852443924304, 0.44994416337648563] User Vector: [1.652573836993043, -0.09360482053750341] Predicted: 0.7269665363407907 Movie Vector: [0.630218983347838, 0.04663285271274519] User Vector: [-0.6044543044119774, -0.5391719689149735] Predicted: -0.4060817042199938 Movie Vector: [1.1153768635941703, 1.0409029909075165] User Vector: [2.1749547332586268, -0.6901862423994538] Predicted: 1.707477264844491 Movie Vector: [1.267312009639775, 0.21349749812832358] User Vector: [0.8376538781453511, -0.493709781055782] Predicted: 0.9561630166380441 Movie Vector: [0.6437882059964185, -0.6824065365619504] User Vector: [1.241374339000788, -0.4834328411046675] Predicted: 1.129079889433847 Movie Vector: [1.2811292340629254, -0.13701682610829505] User Vector: [0.8552407806259756, 0.31583650150209264] Predicted: 1.05239905121777 Movie Vector: [1.3249788047430506, 1.055958819506879] User Vector: [2.102011682685147, -0.7110382705625771] Predicted: 2.034293794072623 Movie Vector: [0.9298134092882131, -0.6336677588742511] User Vector: [1.2207881167645953, 0.14176937698856226] Predicted: 1.0452704774740846 Movie Vector: [0.6985919267814517, 0.9581563976860017] User Vector: [0.11265013047773105, 0.49893421816189965] Predicted: 0.5567534848589075 Movie Vector: [1.05974729963984, -0.19778750277585205] User Vector: [1.703841673031576, 0.07137615816529247] Predicted: 1.7915242999277925 Movie Vector: [2.8928194136069827, 0.8500309934562543] User Vector: [1.0812081950657781, -0.919809727777778] Predicted: 2.345873280143577 Movie Vector: [1.4879479158631919, 0.5097629786398754] User Vector: [0.7973012093560089, 0.17837597695555824]
avg loss: 13.991697130391294: 39%|█████████████████▌ | 27409/70000 [00:44<01:01, 689.10it/s]
Predicted: 1.277272142107139 Movie Vector: [0.3711413462651189, 0.17211422109960905] User Vector: [1.860708784650305, -0.6970528922031106] Predicted: 0.5706132477356792 Movie Vector: [-1.3801800427583544, -0.2856573547265697] User Vector: [1.4201341366986298, -0.11410303048146055] Predicted: -1.9274464236576945 Movie Vector: [0.9542581598520661, -0.2734762203460437] User Vector: [0.476912745914266, 0.20474023488603063] Predicted: 0.39910629373675055 Movie Vector: [0.9425330064567534, -0.1383459952955417] User Vector: [-0.29774931209104444, 0.29175253074410545] Predicted: -0.3210013485413886 Movie Vector: [0.8606603995310057, -0.7076886710177751] User Vector: [0.38235784030444225, 0.0020367365370176707] Predicted: 0.3276388762271384 Movie Vector: [0.09125885632616448, -0.878612317528718] User Vector: [0.444422349982591, -0.4547579065926852] Predicted: 0.4401133736111051 Movie Vector: [0.7701808773117365, -0.22560114457217062] User Vector: [1.194918966867344, 1.116261222273073] Predicted: 0.6684739288319892 Movie Vector: [2.3219003830878253, 0.06337561227822519] User Vector: [0.9603410123778112, -1.14618364894161] Predicted: 2.157176074000025 Movie Vector: [2.2472015743252616, 0.4987426366645769] User Vector: [0.8689949444251044, -1.1029147899802187] Predicted: 1.4027361768216955 Movie Vector: [-0.3231573666293449, 0.6964257085708927] User Vector: [0.910112236952406, -0.3025316870094779] Predicted: -0.504800318321405 Movie Vector: [1.3884279901063676, 0.6361506626485204] User Vector: [1.801005872043424, -0.008863140163056853] Predicted: 2.4949286706031417 Movie Vector: [0.38177382006130567, -1.8071880981085255] User Vector: [1.3953290789207025, -1.033012176753439] Predicted: 2.399547423732175 Movie Vector: [1.0960621701635644, 1.1945130235327404] User Vector: [-0.32347121215849106, 0.10149322013624507] Predicted: -0.23330958553085437 Movie Vector: [2.0335183732443536, -0.24247288259321012] User Vector: [-0.5480127205692603, 0.2982352116605364] Predicted: -1.1867078875113413 Movie Vector: [1.608810255796442, -0.3365529858335515] User Vector: [1.7949461478953188, 1.15590449405332] Predicted: 2.498704662524241 Movie Vector: [1.7853572011495182, -0.33462679645974297] User Vector: [0.9601775572790139, -0.3577268751666408] Predicted: 1.833964914514809 Movie Vector: [0.8415135730922885, -0.3318190651151394] User Vector: [1.2882509661852586, -1.0666934629276692] Predicted: 1.4380299012272397 Movie Vector: [-0.12737897542972332, -2.145865613724734] User Vector: [1.0828231947214513, 0.291496552628602] Predicted: -0.7634413379201774 Movie Vector: [1.968491092773258, -0.17245577422450048] User Vector: [1.4199420517002683, -0.7104662756934654] Predicted: 2.9176672926612772 Movie Vector: [2.487096818625242, -0.006561748779833371] User Vector: [1.203896401218232, 0.5351017641605966] Predicted: 2.9906957060761754 Movie Vector: [0.3635769075748544, -0.2888211475826037] User Vector: [0.2322562162932785, -0.5550485869761848] Predicted: 0.24475276673951102 Movie Vector: [0.6814630793274483, -1.4734854986839936] User Vector: [1.157181579170031, -0.11566995687905915] Predicted: 0.9590145263769052 Movie Vector: [0.7675566318902566, -1.1880201869127254] User Vector: [0.8984722832712099, 1.2818497821604637] Predicted: -0.8332350582019121 Movie Vector: [1.1006122440013069, 1.2684037530257068] User Vector: [0.8461519749634712, -0.29980525711460154] Predicted: 0.551011110629686 Movie Vector: [-0.17679805232793894, -0.7751672862967628] User Vector: [0.950396032074159, 0.06931646945864656] Predicted: -0.22176002693684418 Movie Vector: [-0.37178993225097656, -2.2519588470458984] User Vector: [0.5093845756692528, -0.9811171032421275] Predicted: 2.0200512837563895 Movie Vector: [2.4735987757512032, -0.2404056673694261] User Vector: [1.3571053121231045, 0.3803883563487531] Predicted: 3.2654865219655846 Movie Vector: [0.7182570952840728, -1.2329093298525717] User Vector: [1.203012100816308, -0.6529645749879149] Predicted: 1.669118093689731 Movie Vector: [-0.2516619353520721, 1.4195066957343117] User Vector: [1.4732116753401212, -0.4440397869694932] Predicted: -1.0010687521749964 Movie Vector: [0.7165444542992057, -0.06186177624369814] User Vector: [1.4868287900410093, 0.11991781927391164] Predicted: 1.0579605946927282 Movie Vector: [2.4015386558506244, -0.031674047055454777] User Vector: [1.1524115168695341, 0.20752807069498472] Predicted: 2.7609875513331197 Movie Vector: [2.6737813535129633, -0.1314288065157645] User Vector: [1.5008429128221363, -0.6750291738025783] Predicted: 4.101644073532105 Movie Vector: [1.1727075947844143, -0.15427540509070958] User Vector: [2.0502065110622456, -0.1347715231117678] Predicted: 2.4250846777219115 Movie Vector: [0.11512334856748874, -0.7667847997734991] User Vector: [-0.26911275216317715, 0.1974896117458682] Predicted: -0.18241319357113928 Movie Vector: [1.813578918015665, -0.014579397112590708] User Vector: [1.9545311642332015, 1.1228884243412622] Predicted: 3.528325477806345 Movie Vector: [-0.026502717596578157, 0.5311515667045901] User Vector: [0.45904155318046863, -0.5955071173454819] Predicted: -0.3284703870108235 Movie Vector: [0.5133639331018257, -0.700258919457211] User Vector: [-0.6445708857087122, -1.5065915620656258] Predicted: 0.7241047342650748 Movie Vector: [1.7786975899580006, -0.4669859842916211] User Vector: [0.7063099959905391, 0.04571066861172819] Predicted: 1.234965646057341 Movie Vector: [0.4634253820676638, 1.3616505008734767] User Vector: [1.7637490876662827, -0.8705929397453607] Predicted: -0.36807721763794243 Movie Vector: [1.5372667523455106, -0.38832812674008504] User Vector: [0.7037723518981948, 0.11596896357280442] Predicted: 1.0368518274088834 Movie Vector: [0.4418711250889933, 0.07353886742877572] User Vector: [1.3884649253392776, -1.000519596057497] Predicted: 0.5399454807719071 Movie Vector: [0.09559109321926464, -0.06252867876137938] User Vector: [0.2169972698535781, -0.1601368212259649] Predicted: 0.030756150103206106 Movie Vector: [0.7065310257250128, -0.25866597012777226] User Vector: [1.0001147690041352, -1.1971251070895907] Predicted: 1.016267640776868 Movie Vector: [-0.8739293338944871, 0.13544101363507444] User Vector: [1.2197701102273313, -0.2510012693074332] Predicted: -1.0999887462740658 Movie Vector: [0.8739106620143122, 0.9972372504666557] User Vector: [1.131177542387823, 0.1252954780847081] Predicted: 1.1134974329849645 Movie Vector: [-0.15632542080038286, -0.3365922759990293] User Vector: [1.00840712556837, 0.448677188660644] Predicted: -0.30866094436271196 Movie Vector: [2.1789150386150626, -0.03196846440690971] User Vector: [1.4267141136275938, -0.8182856790180525] Predicted: 3.134848174591896 Movie Vector: [0.6035087255069276, -0.5990991577714786] User Vector: [1.4575498613633298, -1.5295990024327126] Predicted: 1.796025533279714 Movie Vector: [1.0757317309917258, -0.19711789402146324] User Vector: [-0.15625952472841426, 1.667006226299487] Predicted: -0.4966900856688631 Movie Vector: [1.0019795939709888, -0.9525573268926455] User Vector: [-0.08106240153407897, -0.11874408328240535] Predicted: 0.03188767438037601 Movie Vector: [0.9105917397981504, 0.6886761335537931] User Vector: [0.9632445397747477, 0.40532775848778835] Predicted: 1.156262074861952 Movie Vector: [1.5736879232787504, 0.2988731830856072] User Vector: [0.43080549711386296, -0.9666370025321588] Predicted: 0.3890515302550683 Movie Vector: [1.5493597075049192, -0.8367271184807187] User Vector: [2.0516729644640295, 1.5417576913941968] Predicted: 1.8887489536019877 Movie Vector: [1.229785193218575, 1.2389520327219368] User Vector: [1.0101001127863554, 0.04732332854694048] Predicted: 1.3008374964714724 Movie Vector: [-0.578241060878901, 0.4955152149301675] User Vector: [2.314559591795208, -0.18027824164435638] Predicted: -1.427704005482733 Movie Vector: [1.293951569105765, 0.7185894852158206] User Vector: [1.4870494846000917, 0.926503028173926] Predicted: 2.5899453480026082 Movie Vector: [1.3677632982960148, 1.3153148550476694] User Vector: [1.89775966309976, -0.7726795849888172] Predicted: 1.579369079846602 Movie Vector: [0.1254272997543839, -0.26012372625686553] User Vector: [0.4958472103116445, -0.6863611177317589] Predicted: 0.24073158818234597 Movie Vector: [1.4685969432258952, -0.6064995024105012] User Vector: [1.577244637231216, -0.5711890120379761] Predicted: 2.6627625045405785 Movie Vector: [1.352474288934504, 1.2447000336499596] User Vector: [-0.5076961415538798, 0.453961284278355] Predicted: -0.12160035222582743 Movie Vector: [1.157719222514945, 1.4837553835460733] User Vector: [0.25020137216763627, 0.18216727953668832] Predicted: 0.559954619776592 Movie Vector: [1.8430808351983345, 0.7883455413369445] User Vector: [0.48015142453175985, -0.26467158085033976] Predicted: 0.6763052278657 Movie Vector: [1.2395379603965235, -1.0470957219530317] User Vector: [0.36662178819043206, -0.14265097658971057] Predicted: 0.6038108508900024 Movie Vector: [0.596741267361866, 0.5423658813927058] User Vector: [1.4277826793298143, -0.6955981348332677] Predicted: 0.4747481500866265 Movie Vector: [0.07253447251411158, 0.1943233165425223] User Vector: [1.4254555727881975, -0.8672246924227104] Predicted: -0.06512731035465721 Movie Vector: [1.2418803611513283, 1.1718583794592752] User Vector: [1.7119038255615588, 0.23663396172217427] Predicted: 2.4032812320535046 Movie Vector: [1.2436246660650743, -0.3412304251087138] User Vector: [0.6199633388998305, -1.3308538546236024] Predicted: 1.2251295268826723 Movie Vector: [0.653719684767514, 0.6689754677599403] User Vector: [1.3991332504118679, -1.0851815870677077] Predicted: 0.18868108759389923 Movie Vector: [0.6232358828111165, -1.660465116559351] User Vector: [2.2398289812094125, -0.6296436572616838] Predicted: 2.44144312119585 Movie Vector: [0.8232394762830425, 0.43201874386992867] User Vector: [0.31909177875591666, -0.056160969803479885] Predicted: 0.23842635720022895 Movie Vector: [-0.027219230184785004, -0.05267421566321924] User Vector: [1.7588416949896062, 1.1634573184982941] Predicted: -0.10915851866404941 Movie Vector: [1.339698181717165, -0.6227551728868206] User Vector: [1.510722072671106, 1.035281965791986] Predicted: 1.3791844142440715 Movie Vector: [1.4502050874805348, 0.3378837668634006] User Vector: [1.1471294177038478, -0.04877781142462813] Predicted: 1.6470916868891974 Movie Vector: [0.04130682248803695, 0.673799031108427] User Vector: [0.9356216081073007, -0.996958704175361] Predicted: -0.6331022532464112 Movie Vector: [1.7018333419322969, -0.513451874481721] User Vector: [1.903382575362862, 0.3078430696098934] Predicted: 3.0811773280680743 Movie Vector: [1.2878489925247676, 1.178212556133467] User Vector: [2.4704061919301084, 0.4167425587538643] Predicted: 3.6725214408031297 Movie Vector: [1.4551323178794981, 0.23939181517460414] User Vector: [1.4300773427278353, 0.109329049031353] Predicted: 2.1071242379694373 Movie Vector: [-0.12743572069194406, -0.4950610150860308] User Vector: [0.8834665811638696, 0.6256117751992074] Predicted: -0.4223012009577589 Movie Vector: [1.6700737539970547, 0.7208178859355174] User Vector: [1.2086447964995277, 0.20561632649912365] Predicted: 2.166737878319898 Movie Vector: [1.1430164257693427, 0.7133711048908467] User Vector: [0.6491982136502928, 0.2639565844600412] Predicted: 0.9303432220818735 Movie Vector: [0.11006528152540981, 0.6005329333302187] User Vector: [0.9791090763396725, 0.6863944800279125] Predicted: 0.5199684066442426 Movie Vector: [-0.17844377978546483, -0.10207075004133272] User Vector: [0.284591258908941, 0.55035631344307] Predicted: -0.10695882163673223 Movie Vector: [1.866581303113113, -0.4612983636842308] User Vector: [1.7203377793013763, -1.014048355745665] Predicted: 3.678929181085242 Movie Vector: [1.1127757610049196, 0.8933577800285168] User Vector: [1.9179842093747665, -0.6704918118659225] Predicted: 1.5352972616065865 Movie Vector: [0.7914846801560502, 1.1466519121912024] User Vector: [0.6865182670427398, -0.9180722976921741] Predicted: -0.5093406646668935 Movie Vector: [-0.11069137321541628, -1.235648546611438] User Vector: [0.2870201918922077, 0.08384086835436103] Predicted: -0.13536850630980787 Movie Vector: [1.2418798934243591, 1.0007593274668385] User Vector: [1.3781604319617127, -0.598560643938182] Predicted: 1.1124945828905877 Movie Vector: [0.7480668460356688, -0.750803029327192] User Vector: [1.4224359458888491, 0.5191422343824953] Predicted: 0.6743036095027701 Movie Vector: [-0.16907736786170116, -1.0989223546079334] User Vector: [1.0091436905421785, -0.6036458973399736] Predicted: 0.49273661186314804 Movie Vector: [0.8772524013901484, 0.4225123308004207] User Vector: [0.8312168303204555, -1.3888183841558495] Predicted: 0.142394067926365 Movie Vector: [1.3820476930497674, 0.145872754050193] User Vector: [1.052287583110118, -0.3402380909372604] Predicted: 1.4046801593044556 Movie Vector: [1.348316365216417, 0.6363480606465426] User Vector: [0.6800705291727356, 0.08414312165643095] Predicted: 0.970494536267804 Movie Vector: [1.6436906635539958, 0.14180174485645247] User Vector: [1.017274508052734, -0.5331222747013371] Predicted: 1.5964869423832724 Movie Vector: [0.5453803821609806, -0.22256640103100647] User Vector: [0.8592127602870008, -0.6252341468540594] Predicted: 0.6077538974299153 Movie Vector: [1.9031828673508364, -0.2123402288037128] User Vector: [0.34917446657009926, -0.10861340933434976] Predicted: 0.6876058586817875 Movie Vector: [0.795809227084484, -0.3655308817115158] User Vector: [0.30614254181880046, 0.7005422091206128] Predicted: -0.012438751793491798 Movie Vector: [0.5134082666134548, 0.4389065896317714] User Vector: [1.3852679337240827, -1.1049484364639166] Predicted: 0.22623885868114785 Movie Vector: [2.4422456437921953, -0.2228339703266765] User Vector: [1.12404332036181, -0.16845115102641056] Predicted: 2.7827265413766593 Movie Vector: [0.5843113093796197, 0.30242684434931133] User Vector: [0.647590345023538, -0.5142668961872245] Predicted: 0.22286624787508597 Movie Vector: [0.20056044148934862, -1.2876917921758182] User Vector: [0.7928482661139686, 0.5748566335143119] Predicted: -0.5812241703683197 Movie Vector: [1.050247362065747, -0.5816806396613852] User Vector: [1.574422066645953, -0.14949546224124932] Predicted: 1.7404912383759783 Movie Vector: [0.3860034126746201, 0.5345224531597672] User Vector: [1.3598380524507652, 0.5161151591165866] Predicted: 0.800777269894746 Movie Vector: [1.152611547375997, -0.7603262041188843] User Vector: [0.9829880835087234, -0.7238390389984538] Predicted: 1.6833572048999108 Movie Vector: [0.36401014529636533, -1.1691821724979634] User Vector: [1.8737819676047904, 0.8188272308229083] Predicted: -0.27528255435249027 Movie Vector: [1.0338564161004322, 0.7405451999053244] User Vector: [-0.403878603566717, 0.24514709918336042] Predicted: -0.23600997805218127 Movie Vector: [0.9244900868705107, -0.6531657148525911] User Vector: [0.9614603495937671, -0.26283287015108464] Predicted: 1.0605339816374848 Movie Vector: [1.4498852663680522, -0.5472451213254746] User Vector: [1.4729442023510178, -0.6471863431701829] Predicted: 2.4897696660593405 Movie Vector: [1.2928190782152031, -0.2819750569168014] User Vector: [-0.08732649785516888, 0.19757809011068267] Predicted: -0.168609455665354 Movie Vector: [0.7948044979060019, -0.538178330438261] User Vector: [1.0435437611311587, -0.8259212340719886] Predicted: 1.2739061859351624 Movie Vector: [1.3182253074992936, -0.9124047800634527] User Vector: [1.4679880000775458, -0.5447818056105527] Predicted: 2.4322004563381627 Movie Vector: [1.0124254643208426, -0.5222086540889035] User Vector: [1.0906210066291855, -0.8560341557472939] Predicted: 1.551200923361543 Movie Vector: [1.891437064795576, -0.47594952380415995] User Vector: [0.1402120405402999, 0.6333721360571511] Predicted: -0.03625091613868153 Movie Vector: [1.7990349398956418, -0.15464293298144152] User Vector: [1.6559519965410283, -0.3276905603282727] Predicted: 3.029790529926753 Movie Vector: [0.17578040284090454, -0.07744487807467917] User Vector: [-0.5126090147281614, 0.7176594846119376] Predicted: -0.145685670393704 Movie Vector: [-0.27220599110881916, -0.42227598116424214] User Vector: [1.2327649061270363, -1.0221798920024667] Predicted: 0.0960760237452204
avg loss: 13.969115281773739: 39%|█████████████████▋ | 27550/70000 [00:44<01:04, 657.14it/s]
Movie Vector: [1.5635087233046996, -0.6408711937856234] User Vector: [-0.912440372424059, 0.8924632091954582] Predicted: -1.9985624440672467 Movie Vector: [0.6120268464368981, -0.973748300581655] User Vector: [1.1747193259669426, 0.42443518132098235] Predicted: 0.3056667280016533 Movie Vector: [0.9267131616980927, 0.542193632227457] User Vector: [0.10033322219386179, -0.45071378669516843] Predicted: -0.15139402754061376 Movie Vector: [2.2986617681166233, -0.1006486806635721] User Vector: [0.9934568718108236, -0.08536718973515084] Predicted: 2.292213424523077 Movie Vector: [0.434017091233303, -0.4222882568297315] User Vector: [1.8264411104889304, 0.41650220560598994] Predicted: 0.6168226677122375 Movie Vector: [0.6613566899843788, -0.7174404420657191] User Vector: [0.815296941381183, -0.5894292703622943] Predicted: 0.962082482801446 Movie Vector: [1.0698926672030962, -0.2005481053339759] User Vector: [0.5079331100659785, -1.0367853344554068] Predicted: 0.7513592443523379 Movie Vector: [1.4013677733369607, -0.04148530685603544] User Vector: [0.8705224119400965, 0.5137143961798072] Predicted: 1.1986104546985312 Movie Vector: [0.8493765581321862, 0.22157500429309118] User Vector: [1.511252289320364, -0.9704460387182947] Predicted: 1.068595682777098 Movie Vector: [0.6978611141427679, -0.9490680769671377] User Vector: [1.3950982269352246, -0.02750551846515009] Predicted: 0.99968941250332 Movie Vector: [0.9807243219524717, 0.13723043919653416] User Vector: [0.8446546570855005, 0.26834552063956596] Predicted: 0.8651985395079652 Movie Vector: [0.4024941689608962, -0.17012598274761007] User Vector: [1.8693765117588592, 0.19450655720760787] Predicted: 0.7193225263796025 Movie Vector: [0.17233521765306573, 0.08944940821511164] User Vector: [1.1882892440563668, 0.12273531663510234] Predicted: 0.2157626869493552 Movie Vector: [-0.3616744098971039, -0.5256990668441899] User Vector: [-2.406214432638808, 0.8369345234257901] Predicted: 0.430290487035911 Movie Vector: [0.8742882466500141, -0.24837295314744212] User Vector: [1.0491328138744522, -0.37894173295342454] Predicted: 1.0113633656297418 Movie Vector: [-0.2195316945145387, -0.15802391704274188] User Vector: [0.5606113177774079, -0.9387455136031676] Predicted: 0.025272290610170195 Movie Vector: [-0.5420977125769794, 2.047508629868861] User Vector: [1.6195056083101782, 0.14049293411997307] Predicted: -0.5902697907242949 Movie Vector: [2.5809207108942367, 0.1536406942716175] User Vector: [1.9851985705852242, -0.688593622112016] Predicted: 5.017844103888741 Movie Vector: [0.41766920764545457, -0.726428210405088] User Vector: [1.3980957625040098, -0.2690065193443238] Predicted: 0.7793554737721162 Movie Vector: [2.394451842201201, 1.075126183070252] User Vector: [1.0857117249035724, 1.018862620023984] Predicted: 3.695090319534145 Movie Vector: [0.9681737243095951, -0.28228393670737406] User Vector: [1.4271495917644157, -0.06909317318099023] Predicted: 1.401232628330607 Movie Vector: [0.2730055727617168, -0.36022091668880085] User Vector: [0.029430676024912616, -0.15469578896580452] Predicted: 0.06375939747410518 Movie Vector: [1.1648187287351486, -0.9637855002054098] User Vector: [1.1701215830604572, -0.0963276031466219] Predicted: 1.4558186820282966 Movie Vector: [1.2461283237094332, -0.9704791280386901] User Vector: [1.5758747085209648, -0.7597205902201463] Predicted: 2.7010350848552083 Movie Vector: [0.9610589073534423, -0.9474755848490451] User Vector: [1.7452512249185015, 0.26810110670011644] Predicted: 1.4232699824080628 Movie Vector: [0.010146968070116003, 0.38829564875737227] User Vector: [1.2213833111842842, 0.3501917448307518] Predicted: 0.14837126820849245 Movie Vector: [0.9386943581815622, 0.7983068694889824] User Vector: [1.5289843104818548, 0.2498780315748282] Predicted: 1.6347282951380133 Movie Vector: [0.2702912859661309, 0.2298292563244017] User Vector: [0.6749826307604028, 0.4832758739134354] Predicted: 0.29351285797408155 Movie Vector: [2.307801305858356, 0.3367127842618097] User Vector: [1.293455966217055, -0.16531489568190305] Predicted: 2.929375729100997 Movie Vector: [0.9319623578864794, 0.6899471263797305] User Vector: [1.7175205541703278, -0.6032369865395476] Predicted: 1.1844628799941423 Movie Vector: [0.5526949048290214, -0.02093284783316361] User Vector: [1.9750021679473533, -0.12487802489428279] Predicted: 1.0941876879435914 Movie Vector: [1.5250971658126857, -0.0927033551152676] User Vector: [0.5885993278091975, 0.17273251877204973] Predicted: 0.8816582826133791 Movie Vector: [1.5412021357066672, -0.5234082493811386] User Vector: [1.6848564616296018, -0.45080716884988487] Predicted: 2.8326605680789063 Movie Vector: [1.0511441301008129, 0.06518729246977245] User Vector: [1.6288963347032743, 0.33484760083379406] Predicted: 1.73403262925443 Movie Vector: [1.1119708100668377, -0.7291774034666584] User Vector: [0.23837296519739148, -0.17411923258293696] Predicted: 0.3920275891170107 Movie Vector: [0.23440286960187623, -0.3494158525522219] User Vector: [0.08781581154639753, -0.5986774261686751] Predicted: 0.22977166149139067 Movie Vector: [2.2769256313863995, -0.3152325869056265] User Vector: [2.2093301285515423, -0.18369096931642567] Predicted: 5.088385777342035 Movie Vector: [0.6860582229737309, -1.1639353542044337] User Vector: [-0.5922230983750371, 0.3309428464312807] Predicted: -0.7914956056575911 Movie Vector: [0.9559576514721472, 0.8279154382753315] User Vector: [0.4562645674910162, -0.53985243611161] Predicted: -0.01078256185868226 Movie Vector: [1.3031845679498315, -1.7034085241655152] User Vector: [0.41625912092367373, 0.18870294853807482] Predicted: 0.22102425158117123 Movie Vector: [1.4756915041120258, -0.04459571818744157] User Vector: [-0.951033589593643, -0.3714921886711665] Predicted: -1.386865227333687 Movie Vector: [1.3589377310681703, 0.9499189368612567] User Vector: [1.9130862293751458, 0.1198066065380236] Predicted: 2.713571624196376 Movie Vector: [0.658290398780691, 0.06454334316290956] User Vector: [1.4347935154915372, 0.34966315625430844] Predicted: 0.9670792245664214 Movie Vector: [0.9133883543152748, -0.045985643507091764] User Vector: [2.0879827874575945, -0.6185283617690235] Predicted: 1.9355825868178482 Movie Vector: [0.866409930407946, -1.6330874103540305] User Vector: [0.9427533570206978, 0.5461203952128371] Predicted: -0.0750514715114915 Movie Vector: [1.0387320163611131, -0.6945084948778838] User Vector: [1.2659031372076381, 0.5468263552010073] Predicted: 0.9351585693193383 Movie Vector: [0.9339077378581382, 0.9776918199833935] User Vector: [0.1745518214355554, 0.20176681689488632] Predicted: 0.3602810631181147 Movie Vector: [0.7426043476596988, 1.7616880020693464] User Vector: [0.1676210583951368, 0.04638986249111064] Predicted: 0.20620059089178527 Movie Vector: [2.292130506408803, 0.4190222152699871] User Vector: [2.1595909941359643, -0.6651497012285078] Predicted: 4.671351897729819 Movie Vector: [1.21033128249938, -0.5968810234654562] User Vector: [0.9327199040265464, -0.008184136631099972] Predicted: 1.1337850335017003 Movie Vector: [-0.06250954148828626, 0.5267638432411393] User Vector: [0.9386572300268855, -0.947441481958132] Predicted: -0.5577529493459916 Movie Vector: [1.2267052129784215, -0.27421058260825026] User Vector: [0.27140257084471664, -0.09049874085172352] Predicted: 0.35774666092522345 Movie Vector: [1.4941780817956705, -0.1833482884229854] User Vector: [0.8574882110030846, -0.07969449373204998] Predicted: 1.2958519393014978 Movie Vector: [2.387871757749999, 0.32020624033259065] User Vector: [1.1178091173516547, -1.2727025999731534] Predicted: 2.2616575072805536 Movie Vector: [0.5317916229154035, 0.1380651249886361] User Vector: [1.8332123342608524, -0.3006225349404098] Predicted: 0.9333814745241655 Movie Vector: [0.9609434001286914, -0.6731101038503681] User Vector: [2.131732978577488, -0.6207310181557636] Predicted: 2.4662950566946846 Movie Vector: [1.8006402714400354, -0.9728180448808503] User Vector: [-0.31458048319382853, -1.1570977028611904] Predicted: 0.5591992383856735 Movie Vector: [0.243185738186593, -1.444842795157819] User Vector: [1.7658162327803146, -0.47830194783217755] Predicted: 1.1204924473058222 Movie Vector: [0.01896512054030204, -0.9393759217992167] User Vector: [1.058483870701304, -0.06728551226424084] Predicted: 0.08328066430476945 Movie Vector: [0.5728930260185376, -0.6113203487085724] User Vector: [1.3464205294121978, 0.2650814922103037] Predicted: 0.6093052211342439 Movie Vector: [-0.3022402582469239, -0.22143944923366043] User Vector: [1.0585305906970528, -0.22601247088148413] Predicted: -0.2698824820226116 Movie Vector: [-0.39811770160540055, 1.4064983623600178] User Vector: [2.25549405223519, -0.6713795468407691] Predicted: -1.8422463412140777 Movie Vector: [0.6472027548368814, -0.6476273789245769] User Vector: [0.4216667446566498, -0.3409928417379165] Predicted: 0.4937401790916535 Movie Vector: [1.064876891098966, -0.13101583789353485] User Vector: [0.8517233485471729, -0.3842249269413376] Predicted: 0.9573200622201162 Movie Vector: [-0.02610101406775342, -1.0875862427824785] User Vector: [0.8683892950712394, -0.2741777934591148] Predicted: 0.2755261550356482 Movie Vector: [0.8109492575471997, -0.03726209243410282] User Vector: [0.4467746917772876, 0.8633494885755307] Predicted: 0.33014139614143356 Movie Vector: [2.28459955014153, 0.8720614282641644] User Vector: [-0.23632902573556724, 1.210591605593989] Predicted: 0.5157930587380389 Movie Vector: [-0.3951131394632145, -1.858620452653126] User Vector: [1.0140575350358905, -0.2585961147959888] Predicted: 0.07996457167210114 Movie Vector: [1.8262276104228274, -1.2195742595952594] User Vector: [1.483642908142411, -0.5135584046064426] Predicted: 3.335792253914515 Movie Vector: [0.4023060332037744, -0.2784630757215064] User Vector: [1.5062340973145754, -0.6597512909152411] Predicted: 0.7896834384463871 Movie Vector: [3.0219542738183147, 0.7401728725507055] User Vector: [1.2766554434865376, 0.5748342363360784] Predicted: 4.283471081586924 Movie Vector: [1.5702106186533373, 0.17910454640406773] User Vector: [0.7081638768841584, -0.04734824720867997] Predicted: 1.103486152890882 Movie Vector: [0.7012669336973381, -0.9482517556631855] User Vector: [1.770083095171705, -0.023031354242614148] Predicted: 1.2631402666364147 Movie Vector: [-1.0950676196260059, 1.295431417692071] User Vector: [0.13253470477172788, 0.3976577256935121] Predicted: 0.3700038476791395 Movie Vector: [0.6000442573461355, -0.015807373986268955] User Vector: [-1.2617781538429333, -0.4514008442954244] Predicted: -0.7499872732947656 Movie Vector: [-0.46573911512643673, -0.9952192207148163] User Vector: [1.035738396012741, 0.32041024976413446] Predicted: -0.8012623231407505 Movie Vector: [1.150824327591624, 0.4391260811951739] User Vector: [0.7081177794483962, 1.0056296169922734] Predicted: 1.256517360232995 Movie Vector: [-0.7820480280187374, -0.39548229427803094] User Vector: [0.5864926988875231, -0.4911778189539213] Predicted: -0.26441332787399846 Movie Vector: [2.5427804175438586, -0.6640226835889952] User Vector: [1.359127203837228, -1.0060496466556437] Predicted: 4.124001825064484 Movie Vector: [1.3382435917759072, -1.014887395679098] User Vector: [1.5084924890515776, -0.13394064082825133] Predicted: 2.154665074861135 Movie Vector: [0.9562113341210937, -0.28849682380767916] User Vector: [0.921229894847716, -0.3064814474823982] Predicted: 0.9693093909392213 Movie Vector: [0.8067994804350116, -0.33570453171590375] User Vector: [0.4658930362295335, 0.47881585401735627] Predicted: 0.21514160751723052 Movie Vector: [0.9129372681557011, 1.0377081720312213] User Vector: [1.5457851802035036, 0.048290289550947316] Predicted: 1.4613161276673268 Movie Vector: [1.9723359511864804, 0.04131263013541524] User Vector: [0.9560705512293044, 0.1501712300505416] Predicted: 1.8918962885442911 Movie Vector: [2.475312836684871, 0.22064855487683732] User Vector: [0.7311491997545153, 0.44761135227356696] Predicted: 1.908587797709852 Movie Vector: [0.7133500434438378, -0.6786912549848623] User Vector: [1.2910317910006461, -0.1314206177447913] Predicted: 1.0101516081857849 Movie Vector: [0.8822313672984642, -1.1690043478107406] User Vector: [1.5382316376581946, -0.6789549081848938] Predicted: 2.1507774405485276 Movie Vector: [-0.7434825185036411, -0.13135959211112566] User Vector: [1.9114139665551952, 1.123235044353816] Predicted: -1.5686505670287305 Movie Vector: [0.5939094478793234, -0.7125105316228378] User Vector: [0.6008936914070675, -0.21442477656788658] Predicted: 0.5096563520432331 Movie Vector: [1.2842297948093784, -0.39471086300138186] User Vector: [1.3168570886481554, 0.5348037381057356] Predicted: 1.480054263743816 Movie Vector: [0.3404028638065888, -0.05676023035126257] User Vector: [1.4387243567203651, -0.8316769864725039] Predicted: 0.5369520685859277 Movie Vector: [0.1912251302358139, -0.504692358264555] User Vector: [1.3928397626588298, -0.7991685682887957] Predicted: 0.6696802343926352 Movie Vector: [0.9454566849701703, 0.45799455872771283] User Vector: [0.989573171002971, 0.2074801371360524] Predicted: 1.0306233436442802 Movie Vector: [1.210574320552216, 0.38008543807959116] User Vector: [1.2500710573974834, -0.6955841997987249] Predicted: 1.2489224956492082 Movie Vector: [1.2956597303094515, 0.5074521956339185] User Vector: [1.752583663709953, 1.1513468772031583] Predicted: 2.8550055778401866 Movie Vector: [1.7174685419037126, -0.6129166346364526] User Vector: [-0.3462734015974379, 0.08357109384156286] Predicted: -0.6459357877318482 Movie Vector: [1.84595715342236, -0.1111460669498702] User Vector: [0.2943991954860019, 0.347146953048878] Predicted: 0.5048642823841589 Movie Vector: [1.4486656299303946, 0.47650760563831895] User Vector: [1.92879692166067, 0.16939077564011512] Predicted: 2.874897800442849 Movie Vector: [0.35058297232807684, 0.2804463445307552] User Vector: [1.958877241242405, -0.11116517514648064] Predicted: 0.6555731386516338 Movie Vector: [1.1267534064135354, -0.09513668773690341] User Vector: [0.37838257220593474, 0.8177377109019336] Predicted: 0.348546994907785 Movie Vector: [0.7709713135067152, -0.07079715672256517] User Vector: [0.7032061175978676, -0.25520162919280065] Predicted: 0.5602192938882022 Movie Vector: [0.04265921731338852, 1.3487262980225643] User Vector: [0.21483145798983938, 0.670264392660298] Predicted: 0.9131677548612068 Movie Vector: [1.7227076679575548, 0.9898497808560747] User Vector: [0.7465787987797249, -0.03398864924895145] Predicted: 1.2524933643817038 Movie Vector: [0.8679762632615671, 0.3929240923454411] User Vector: [-0.20384629228967777, 0.8014911451426928] Predicted: 0.13799143766678107 Movie Vector: [-0.08037171884938732, -1.523128863513663] User Vector: [0.3137340361184289, 0.8321748986640018] Predicted: -1.2927249513910928 Movie Vector: [2.506437959712686, -0.8108697688506971] User Vector: [1.5281453917805514, -0.6749175721699514] Predicted: 4.377471873657511 Movie Vector: [0.5002125152374292, -0.5532107930425408] User Vector: [-0.08293311394510405, 0.023843438714631127] Predicted: -0.05467462916313511 Movie Vector: [0.5583646761692498, -1.0925783504564655] User Vector: [-0.38175413004554487, -0.14749920451840637] Predicted: -0.05200358363279306 Movie Vector: [0.42365682631516693, -0.22450043001477066] User Vector: [0.9595705824822005, 0.08839419860358073] Predicted: 0.38668409200249027 Movie Vector: [0.20163772689625437, -0.655492905640006] User Vector: [1.1576145254992947, -0.9934106740616239] Predicted: 0.8845924107782146 Movie Vector: [0.407728347717824, 1.556879057016663] User Vector: [1.7973277154220257, -0.6655215561822494] Predicted: -0.3033151130968086 Movie Vector: [-0.2661322511260563, 0.6074039938149156] User Vector: [2.0491430636188372, 0.07503771187454239] Predicted: -0.49976485052089487 Movie Vector: [-0.3666339771135997, 1.4866474293741916] User Vector: [1.485570449301894, -0.6611439482776377] Predicted: -1.527548553263244 Movie Vector: [1.0344412499252422, 1.2138473735078525] User Vector: [1.6268143785626508, -0.20679642030667483] Predicted: 1.4318246075166217 Movie Vector: [0.9410149126747237, -1.1949506199303817] User Vector: [0.9088975134033916, -0.490226856315688] Predicted: 1.4410830000665196 Movie Vector: [1.89386408919782, -1.0350744639424967] User Vector: [0.8162385253619364, -0.2615963620392057] Predicted: 1.8166165456097936 Movie Vector: [1.5338742265823981, -0.4741856604002986] User Vector: [1.367629069648143, -0.01306750368622988] Predicted: 2.1039674043233885 Movie Vector: [0.28217158068678827, 0.3673740993670116] User Vector: [-0.5657232086171362, 1.6124563700604395] Predicted: 0.43274369471285573 Movie Vector: [1.2993214628937273, -0.868358403126672] User Vector: [0.8863217693829314, 0.2301487908999038] Predicted: 0.9517652614418124 Movie Vector: [0.1716953727921023, -0.33146091025517666] User Vector: [0.5911857802175199, 0.23985618984805437] Predicted: 0.022000911906462375 Movie Vector: [1.9232135005886901, -0.3324075787828056] User Vector: [0.541995261152622, -0.5136802077259711] Predicted: 1.213123797622654 Movie Vector: [0.4813485194235176, -0.5477873559291125] User Vector: [0.7338804658911454, -0.2515425977396457] Predicted: 0.491044130209885 Movie Vector: [0.8417228207345848, 0.4961484457469101] User Vector: [1.501669947839417, -0.5680946414095235] Predicted: 0.9821305909352677 Movie Vector: [-0.34740003099922795, 0.29720668394403355] User Vector: [1.3903554146954398, -0.4999999098496228] Predicted: -0.6316128293438623 Movie Vector: [1.459523983113341, 0.47746120777609613] User Vector: [1.5382276617655222, -0.5500106847631765] Predicted: 1.9824713979983524 Movie Vector: [1.2764377253041892, -0.2449118916567552] User Vector: [-0.30295181350285705, 0.4651048369587109] Predicted: -0.5006088291426304 Movie Vector: [0.4116260570977557, 0.3413288005670436] User Vector: [1.1993143459489586, -0.36049238057159666] Predicted: 0.37062260356968224 Movie Vector: [2.545271570745705, 0.6380705188057137] User Vector: [-0.09290965188345102, -1.1788093848041754] Predicted: -0.9886438113218725 Movie Vector: [1.2424157460015772, -0.48399548354757244] User Vector: [2.180560097151632, -0.5609471455253054] Predicted: 2.980658084747067 Movie Vector: [0.20095333063225151, -0.29061014505577176] User Vector: [-0.36126896284684845, -0.16920760740038335] Predicted: -0.023424754006967842 Movie Vector: [1.1613995321876855, -0.7652825513642415] User Vector: [1.2266870008379966, 0.04418182068020604] Predicted: 1.3908621324598989 Movie Vector: [1.3902291479570485, 0.08640313782435771] User Vector: [1.9438130476754694, 0.5938909443005864] Predicted: 2.753659598170703 Movie Vector: [0.74865343005059, 0.25126507336078663] User Vector: [1.1374081244746104, 0.5785166642394253] Predicted: 0.9968855258358823 Movie Vector: [1.1814953606313094, -0.18362414434950558] User Vector: [0.838752778261318, -0.11128613354321282] Predicted: 1.011417337282206 Movie Vector: [1.0422902994947483, 0.48731751442429366] User Vector: [2.2810470721566496, 0.1276548078164577] Predicted: 2.4397216596492 Movie Vector: [2.1020186806291234, 0.08814930080155953] User Vector: [1.101633284803546, 0.24664920875268326] Predicted: 2.337395699154684
avg loss: 13.94912314458736: 39%|██████████████████▏ | 27617/70000 [00:44<01:06, 641.08it/s]
Movie Vector: [1.0177303489143628, 0.30319630206781406] User Vector: [1.004532136104349, 0.38885438496523245] Predicted: 1.1402420529374822 Movie Vector: [0.8159041992702184, -0.048867501481985376] User Vector: [0.6718188843352568, -0.35316974527544714] Predicted: 0.5653983719288096 Movie Vector: [1.5502815391434472, 0.04639197721485948] User Vector: [-0.5215587698562083, 0.24070591575266634] Predicted: -0.797396109127366 Movie Vector: [1.3284074338829224, -1.50686841415542] User Vector: [1.747306494741644, -1.020713280698311] Predicted: 3.859215539479951 Movie Vector: [0.9490700277402027, 0.5111233045157926] User Vector: [1.1273716875073925, -0.4011682928661324] Predicted: 0.8649082152194632 Movie Vector: [0.6021924190009498, -1.0089436573176735] User Vector: [1.06097308772157, -0.19058082842116464] Predicted: 0.831195268231841 Movie Vector: [-1.7408282330975988, 0.19962631688092042] User Vector: [0.927627193358439, -0.012394784410194482] Predicted: -1.6173139331477961 Movie Vector: [-0.0873713467557621, 0.3757325248269335] User Vector: [1.3335824062683335, -0.45142962756261734] Predicted: -0.2861336845912386 Movie Vector: [0.14880994949264933, -0.7914785783959962] User Vector: [-0.3906318923237632, 0.3299419740911778] Predicted: -0.3192719167737713 Movie Vector: [-0.4352717567246543, -0.20094027106516033] User Vector: [2.0978123222545504, -0.16825170942999873] Predicted: -0.8793099106863242 Movie Vector: [1.3622326919234475, 0.932487607009207] User Vector: [0.5948423656984211, 0.8155778750441375] Predicted: 1.5708299781250337 Movie Vector: [0.7968138124207902, -0.12774818697811263] User Vector: [-0.6983016079340392, -1.1355239631552687] Predicted: -0.411355238874203 Movie Vector: [1.1350710650201847, -0.2903640054904278] User Vector: [0.43641111844062963, -0.35574688917705294] Predicted: 0.5986537246772639 Movie Vector: [0.6568090367153611, -0.6553957727990939] User Vector: [-0.5004024378614803, 0.022859970079371662] Predicted: -0.3436511709381512 Movie Vector: [1.8253400511183373, -0.7886861667969183] User Vector: [1.0271156874404506, 0.27411495649653217] Predicted: 1.658644727116044 Movie Vector: [1.666092743709273, -0.3963555763624204] User Vector: [2.0503308133785834, 0.26350803021332714] Predicted: 3.3115984131822596 Movie Vector: [0.40282498568878417, -0.38261665775813947] User Vector: [0.003285343289794563, -0.6686480624942844] Predicted: 0.25715930525171293 Movie Vector: [0.8886504755648086, 0.2589297993835048] User Vector: [0.8920609171009961, 0.9384889742916602] Predicted: 1.0357331200515503 Movie Vector: [0.9638748348894528, -1.207280445502227] User Vector: [0.9057085596940829, -0.6875078902547098] Predicted: 1.7030045204661006 Movie Vector: [0.24934642696004136, -0.2504394357683542] User Vector: [0.48188003966614834, 0.3795164034091683] Predicted: 0.025109192179489884 Movie Vector: [0.10845002797529583, 0.45367900911290193] User Vector: [0.9975269284210236, -0.40216369370839117] Predicted: -0.07427140276943657 Movie Vector: [2.489992691188903, 0.18518033739251233] User Vector: [0.917091059622858, -0.31671641180031707] Predicted: 2.224900383620674 Movie Vector: [0.08810547036100401, -1.0570154894350097] User Vector: [1.8248931986482266, -0.09714546736023619] Predicted: 0.26346733735367195 Movie Vector: [2.5770255967865814, 0.2829173587104318] User Vector: [0.535196137989939, 0.16779032832137136] Predicted: 1.4266849434072346 Movie Vector: [0.5231134382378463, -1.1061984507879294] User Vector: [-0.6716789425146703, 0.6037437941601185] Predicted: -1.0192247307835596 Movie Vector: [1.598574078534365, 0.278672033380976] User Vector: [0.9443589473156756, -0.5864597257956679] Predicted: 1.3461978097273106 Movie Vector: [0.602718101959525, 0.1436691307298686] User Vector: [1.310671431140539, -0.8377649670396322] Predicted: 0.669604432699079 Movie Vector: [0.9896742185477293, -0.6215437233939198] User Vector: [1.4544141719500507, -0.6314263526556997] Predicted: 1.8318552953480751 Movie Vector: [0.3994219160708484, 0.40955562169024495] User Vector: [1.4212810590190048, 0.5638187140831268] Predicted: 0.798605927835485 Movie Vector: [1.954932332585096, -0.19970540003325907] User Vector: [0.21499814679252272, 0.6755344746243744] Predicted: 0.28539894611946115 Movie Vector: [1.9458506936463744, -0.18369579001599826] User Vector: [1.3378282890066533, 0.3063432810237303] Predicted: 2.5469401331195916 Movie Vector: [1.9552300229322483, -0.22852989773735918] User Vector: [0.07466603034970379, -0.37383969871723866] Predicted: 0.231422812350927 Movie Vector: [1.0047334817081057, -0.4767627188342486] User Vector: [0.7612069604704597, -0.3585235257154987] Predicted: 0.9357407705800911 Movie Vector: [2.6563688609340383, 0.19869726634785304] User Vector: [1.292985234678073, 0.7537727088869561] Predicted: 3.5844182917497776 Movie Vector: [0.8714108505266316, 0.025908409497402807] User Vector: [0.4005462636080643, 0.39288298328371607] Predicted: 0.35921933346144347 Movie Vector: [-1.0013669947782973, 0.2908664067628833] User Vector: [0.9524149337921538, -1.3773387056163415] Predicted: -1.354338440231486 Movie Vector: [1.7925312434756884, -0.3372995810131819] User Vector: [1.8669846988167624, -0.6956308244771943] Predicted: 3.5812643893561065 Movie Vector: [0.650033448549013, -1.1302045637713296] User Vector: [1.0343631299485105, -0.058310010095552554] Predicted: 0.7382728719359269 Movie Vector: [2.5417762199487473, 0.017741874091574305] User Vector: [1.002769642786777, -0.3802318463596867] Predicted: 2.5420700065782094 Movie Vector: [1.1489428586372867, 0.9157381576310583] User Vector: [1.460848885743898, 0.6043904133846019] Predicted: 2.2318952584663783 Movie Vector: [1.1017987469583514, 0.335739178538828] User Vector: [1.6370221398433125, -0.5501989679355785] Predicted: 1.6189455928948386 Movie Vector: [0.26774376801046085, 0.09930391013573622] User Vector: [-0.053591800350546046, -0.1869858718131881] Predicted: -0.03291729877150866 Movie Vector: [1.9778121613963153, -0.143191344963937] User Vector: [1.5166284947099598, 0.05754527475831487] Predicted: 2.991366295868583 Movie Vector: [1.9419117587170722, -1.044204137800056] User Vector: [2.047273412614189, -0.12761523660748325] Predicted: 4.108880671376189 Movie Vector: [1.7377757552190083, -1.2040478610866177] User Vector: [0.44871766696473886, 0.5493253414978904] Predicted: 0.11835668011854983 Movie Vector: [0.8846371233984831, -0.08161615675018778] User Vector: [0.7594874197025686, -0.5427660266698039] Predicted: 0.716169243334376 Movie Vector: [0.6579955854352938, -1.0189674871496064] User Vector: [0.3053187262352227, 0.18705006553387138] Predicted: 0.010300438765285469 Movie Vector: [0.6540231283833099, -0.8495661088594882] User Vector: [1.8397076021975036, -0.2748762479141016] Predicted: 1.4367368656580484 Movie Vector: [-0.04269014828406728, 0.260062247560069] User Vector: [0.841345355172394, 0.3506496958379275] Predicted: 0.055273590035445255 Movie Vector: [0.7258172512225894, -0.18946674048038042] User Vector: [0.18043982956209179, 0.3983784859183197] Predicted: 0.05548686789937682 Movie Vector: [0.7712207779129092, 1.769607724550179] User Vector: [0.7369326981971316, -0.2294224661521974] Predicted: 0.16235004048477047 Movie Vector: [0.0832760535137899, -0.8631898400807247] User Vector: [1.458628144635987, -0.3742870361235637] Predicted: 0.44454956228521386 Movie Vector: [1.0392895108739277, -1.5329413179479776] User Vector: [2.173326132293193, -0.059250295385921525] Predicted: 2.349542278898219 Movie Vector: [0.9841404579224914, 0.24392102640927027] User Vector: [1.065630049356615, 1.7622238702993176] Predicted: 1.4785730999561126 Movie Vector: [1.5985229605241824, -0.19304604540330964] User Vector: [0.9670077788954146, -0.6692246351911764] Predicted: 1.6749753068799411 Movie Vector: [1.433609804391261, -0.5451545088952429] User Vector: [1.4438696162725158, -0.492053138107911] Predicted: 2.338190625006508 Movie Vector: [0.6975746733777182, 0.48613002441822006] User Vector: [-0.625862238854468, -2.2167158749421354] Predicted: -1.5141977892622291 Movie Vector: [0.5933633525118385, -0.16458357856842518] User Vector: [0.4928188889484288, 0.36852960373608373] Predicted: 0.23176674713631082 Movie Vector: [1.1177083215977874, 1.2623463377018398] User Vector: [1.551076995858415, -0.532820567424505] Predicted: 1.0610475737693073 Movie Vector: [2.2581804908646013, 1.0073926313984167] User Vector: [0.2926398576338225, -0.6400176515423283] Predicted: 0.01608455122943131 Movie Vector: [1.1014352078857912, 0.8249031941877573] User Vector: [1.1772947694378426, 1.7899001769856768] Predicted: 2.7732082823913418 Movie Vector: [1.2150816830046813, -0.1507154195505559] User Vector: [0.4689498518496753, -0.3253205536845515] Predicted: 0.6188431989672858 Movie Vector: [0.5555155913961066, 0.5085660706497979] User Vector: [1.8154534019419055, -0.34140111402506995] Predicted: 0.8348876471566378 Movie Vector: [0.6267653077987406, 0.23533322756912983] User Vector: [-0.6102598479071604, -0.24351203944773647] Predicted: -0.4397961756059211 Movie Vector: [0.9238177232114487, -0.09457484868690857] User Vector: [0.8714733844979194, -0.7554128270294069] Predicted: 0.8765256117186994 Movie Vector: [0.8985762010697333, -1.3307819848255686] User Vector: [0.16443951772168763, -0.8457938839951346] Predicted: 1.273328700836465 Movie Vector: [0.24535001283904953, -0.42404714527412557] User Vector: [1.115906936450536, 0.2686782629501328] Predicted: 0.15985553078410875 Movie Vector: [1.6683980515728822, 0.40277592400552326] User Vector: [0.8341948215116521, 0.3093924192107778] Predicted: 1.5163848323701539 Movie Vector: [0.13673203976980947, 0.3950861506647344] User Vector: [0.7579591859972574, 0.7098652068703769] Predicted: 0.384095217636912 Movie Vector: [1.7082844685925425, -0.8055389399429407] User Vector: [0.712484641618123, -1.07512789287595] Predicted: 2.0831838305173433 Movie Vector: [1.4928167420594396, -0.30999925680581997] User Vector: [1.3450762775399339, 0.08851257696057607] Predicted: 1.980513553382856 Movie Vector: [1.1462809195606418, -0.011345933358046102] User Vector: [1.3454287562724139, 0.40908149967690727] Predicted: 1.5375979005099294 Movie Vector: [2.0024245832878322, -0.21132433083846125] User Vector: [0.03084540400311897, -0.10199008649307958] Predicted: 0.08331858203759716 Movie Vector: [2.4804805240211434, -0.7994054608267854] User Vector: [0.5097833871690955, -0.1694698914381556] Predicted: 1.3999829200038556 Movie Vector: [0.6547540461330255, -0.11867566290071443] User Vector: [0.8697289758387783, -0.5703255934571827] Predicted: 0.637142333842347 Movie Vector: [0.9900342935709673, -0.4547967191611071] User Vector: [1.5983033681756265, -0.4794828253807193] Predicted: 1.8004423619011032 Movie Vector: [1.305426329935438, -0.7600951106015299] User Vector: [0.647284046655629, -0.06554616379339281] Predicted: 0.8948029560694616 Movie Vector: [0.5572429713384474, 0.26871850651105944] User Vector: [0.9019818695776314, 1.0796033557653106] Predicted: 0.7927324584824293 Movie Vector: [1.708952101680404, -0.11749154880713589] User Vector: [0.5455470183863695, -0.7791238597757272] Predicted: 1.0238541926345082 Movie Vector: [1.8787320367173859, -0.3636109717466153] User Vector: [1.2862177771483716, -0.5901193912261004] Predicted: 2.6310324294143124 Movie Vector: [0.6795341176270899, -1.6762912473775022] User Vector: [1.4293655603111695, -0.15547925877460272] Predicted: 1.2319311854252097 Movie Vector: [0.33329409955284595, 0.03568127138035582] User Vector: [1.2477453469223598, -0.9370788283288429] Predicted: 0.38242999789535403 Movie Vector: [0.5793502319457304, -0.5928901911875241] User Vector: [1.7929124301455357, -0.011891505529516316] Predicted: 1.0457745892501018 Movie Vector: [-0.47989093570932095, -0.419509177007929] User Vector: [1.9832781476038484, 0.22536377296076018] Predicted: -1.0462993769476299 Movie Vector: [1.9579676058705977, -0.39996441566791874] User Vector: [1.4165756364950703, -0.12458251089019107] Predicted: 2.823437778693508 Movie Vector: [0.1179386790575757, 0.5503487811202156] User Vector: [-0.11474243742197923, 0.9576145354721949] Predicted: 0.5134894208787292 Movie Vector: [0.6748996389671842, 1.4579498233583792] User Vector: [-1.14089903263553, 0.5577284482486705] Predicted: 0.043147747382363266 Movie Vector: [0.6914463140317421, -0.5944797420253753] User Vector: [0.29820842038833595, 0.5379481012174941] Predicted: -0.11360413534407335 Movie Vector: [0.993339672703765, -1.0244287141108854] User Vector: [1.4091628385679482, 0.451041226793244] Predicted: 0.937717768874595 Movie Vector: [1.2956554064428847, 1.1806425080892158] User Vector: [1.9503727339500114, -0.0755098362654948] Predicted: 2.4378608548472225 Movie Vector: [0.4431431559936394, -1.0910290280969341] User Vector: [1.0669830000386527, 0.02464773421212485] Predicted: 0.4459348205264439 Movie Vector: [0.23540248282201398, 0.20633125627947962] User Vector: [-0.20451994063409373, 0.010425282199445055] Predicted: -0.04599344023859698 Movie Vector: [0.16687889649178492, 0.43323340661117304] User Vector: [1.0571720878403652, -1.3603536608481546] Predicted: -0.41293093926450986 Movie Vector: [1.1560359095442054, 0.20715365859234525] User Vector: [0.9048230256242776, 0.15581095701406317] Predicted: 1.0782847191983396 Movie Vector: [1.427256487835758, 1.0216405866144838] User Vector: [0.4889222590695447, -0.7883847947531433] Predicted: -0.1076284378852177 Movie Vector: [1.2241930265260637, -0.1753117991129604] User Vector: [1.4264409617043168, 0.6290972210776229] Predicted: 1.6359509124254745 Movie Vector: [2.360491795260867, 1.043257113585128] User Vector: [0.8114733256031049, -0.19325125656149933] Predicted: 1.7138653790421303 Movie Vector: [0.3413219697200758, -0.6092126289864642] User Vector: [1.0508149142786176, -0.14424413708061007] Predicted: 0.44654156631957276 Movie Vector: [1.122314472856649, 0.17299459607742695] User Vector: [1.4251803631922662, -0.36245818728504486] Predicted: 1.536797240337443 Movie Vector: [0.6613662311395534, 0.3680742111513558] User Vector: [0.7437516325101525, 0.9175105673763886] Predicted: 0.8296041924072268 Movie Vector: [0.678690987154684, 0.15383868922298238] User Vector: [0.38637132369780414, -0.40032635081520346] Predicted: 0.20064105401789392 Movie Vector: [1.5903760012660855, 0.49072850595576484] User Vector: [-1.9141887443962506, 0.7363143026826097] Predicted: -2.6829494233121602 Movie Vector: [1.6412989415967876, 0.2536242061958935] User Vector: [0.46091303163143515, -0.14173080292448959] Predicted: 0.7205497085996109 Movie Vector: [-0.3735566857496076, 0.9319387800769803] User Vector: [1.2226854035403034, 0.40001912110992843] Predicted: -0.08394897532628476 Movie Vector: [0.43028974684425314, -0.9515119522849722] User Vector: [1.3549074206542755, -0.19219278934694128] Predicted: 0.7658765072373307 Movie Vector: [1.0764104698887593, -0.12177687181910489] User Vector: [1.1843331032000854, -1.2482121210902994] Predicted: 1.426831919593483 Movie Vector: [0.8221077343285769, -0.4799380792019613] User Vector: [1.2061885531272176, -0.6981093642455595] Predicted: 1.3266662059333973 Movie Vector: [-0.44378655520269117, -0.3664611658550366] User Vector: [1.501806924828422, -1.9497057129580462] Predicted: 0.048009706895678406 Movie Vector: [1.8150130271222202, 0.9856474990854508] User Vector: [1.2840180637945424, 0.2997049091084834] Predicted: 2.6259129069737535 Movie Vector: [0.08174913763394354, -0.4783633684914397] User Vector: [1.9412541568258226, -0.6518102505624285] Predicted: 0.4704980003251118 Movie Vector: [-0.2959434499556859, 0.5702127600869222] User Vector: [1.2651080734920153, 0.24409172546429053] Predicted: -0.235216231344646 Movie Vector: [1.9908707880047, -0.08678505182150387] User Vector: [1.581693380950129, 0.11172782902130489] Predicted: 3.1392508422824834 Movie Vector: [0.2560245575139966, -0.530152622198459] User Vector: [-0.7864937219030984, -0.34128709353216635] Predicted: -0.02042745957920833 Movie Vector: [2.2245246598647572, -0.11010955341567764] User Vector: [1.196306131302152, 0.28557005265220603] Predicted: 2.629768498862617 Movie Vector: [0.8907024843685974, 0.6332820634982651] User Vector: [0.40286324989299027, -1.0616719223388635] Predicted: -0.31350648819643184 Movie Vector: [1.2185256309607704, -1.0288713068218782] User Vector: [0.5114663496068228, -0.9741211817518157] Predicted: 1.6254801896417188 Movie Vector: [-0.262857959598071, 0.4802193235141877] User Vector: [1.363048318282838, -0.0456709251057405] Predicted: -0.38022016053595464 Movie Vector: [1.4327593182332727, 1.1753344488908675] User Vector: [0.18529988736182088, -0.48430064075698276] Predicted: -0.3037250864163776 Movie Vector: [1.243081237241738, -0.43642991423404187] User Vector: [1.320662279614434, -0.39586779878225387] Predicted: 1.8144590499921627 Movie Vector: [1.8018028711356333, -0.9466567089420481] User Vector: [2.013153014062349, 1.0537904262760813] Predicted: 2.629727103919741 Movie Vector: [1.1810958691503566, 0.633053366070799] User Vector: [1.2526231272758872, -1.022254461312643] Predicted:
avg loss: 13.935438368101515: 40%|█████████████████▊ | 27764/70000 [00:44<01:03, 667.88it/s]
0.8323263735128917 Movie Vector: [-0.4676880569654678, -0.48765366337635924] User Vector: [0.9440247052966803, -1.3344865657267202] Predicted: 0.20925818235556903 Movie Vector: [1.096981609834338, 0.5636755803106068] User Vector: [2.250514785188882, -0.17310276292506463] Predicted: 2.3711995316673233 Movie Vector: [1.2166150743574384, 0.14395423024967427] User Vector: [0.23768401052734794, 0.4168223246722007] Predicted: 0.34917328704037004 Movie Vector: [1.9081931123765652, -0.170394493538294] User Vector: [0.9824070978396988, 1.1183867022335205] Predicted: 1.68405552194052 Movie Vector: [0.2915997640880611, -1.011910524484755] User Vector: [1.6196203327727088, -0.2182169628630953] Predicted: 0.693096948291014 Movie Vector: [1.276673818147384, 0.4315683305144384] User Vector: [1.2955757725702683, -0.5408856061822672] Predicted: 1.4205985702071602 Movie Vector: [-0.7609063459090912, 0.1978467945239506] User Vector: [0.8997513334698665, -0.4242651309799016] Predicted: -0.7685659955700459 Movie Vector: [0.9655826290315129, 1.5936373683818013] User Vector: [1.4437632148061486, -0.4907921475870659] Predicted: 0.6119279741484055 Movie Vector: [-0.006608844720733274, -0.34195461367250457] User Vector: [1.2976982742987393, -0.5101370832407206] Predicted: 0.165867442830395 Movie Vector: [-1.5063434409867373, 0.19649317409846173] User Vector: [0.47246127295611573, -0.1354422393068778] Predicted: -0.7383024151461014 Movie Vector: [-1.1937715268634723, 0.19181632716109853] User Vector: [1.164296337734179, 0.45315920271861365] Predicted: -1.302980482933744 Movie Vector: [2.2268874583583, 0.43911694340872526] User Vector: [1.0903112148851164, -1.2743213511700713] Predicted: 1.8684242734887886 Movie Vector: [2.1632104623380886, 0.44391430172471225] User Vector: [0.9243917395235206, -0.6978541025137207] Predicted: 1.6898664656130808 Movie Vector: [0.3372844215519623, -0.5884966822476534] User Vector: [2.3899695586497227, 0.5376709763735505] Predicted: 0.4896819143792795 Movie Vector: [0.04746987921086429, -0.5752829455317009] User Vector: [0.8884405006380314, -0.2059614728450284] Predicted: 0.1606602860156625 Movie Vector: [0.5039195020008507, -0.4236005495437646] User Vector: [1.8518364834510304, 0.6334395882234188] Predicted: 0.6648511608534335 Movie Vector: [2.6278623152849803, 0.2655010301075106] User Vector: [1.0108155115788584, 0.9852336789281418] Predicted: 2.9178645472356246 Movie Vector: [0.012093353964850867, -0.6576977091835757] User Vector: [0.5267242299195665, 0.09859197902242808] Predicted: -0.05847385619264529 Movie Vector: [2.5202334442163297, 0.32039439008910864] User Vector: [0.8928713314393193, 0.5159783761011878] Predicted: 2.4155607679854447 Movie Vector: [2.259306538375348, 0.3713681743300228] User Vector: [0.3291891181210445, -1.7852119993614435] Predicted: 0.08076820593798151 Movie Vector: [0.8260037341530623, 0.06291311516091366] User Vector: [1.3046013698164223, -1.2476543348429698] Predicted: 0.999111782200576 Movie Vector: [-0.35932687790881235, 1.5553438498421648] User Vector: [0.8070882789888505, 0.3624977845885021] Predicted: 0.27380018835527653 Movie Vector: [1.415152700095649, -0.38492316530045767] User Vector: [0.7802076376400235, 0.7741519324439086] Predicted: 0.8061239327817517 Movie Vector: [-0.059103692658480825, -1.4687295394003224] User Vector: [-0.6772331097923688, -0.1676678631171281] Predicted: 0.28628572094757126 Movie Vector: [1.1528839241480497, 0.8793367078815163] User Vector: [1.4619025535131207, -0.6361292705166245] Predicted: 1.1260321340931019 Movie Vector: [-0.47292120074791694, 0.0033988885201806235] User Vector: [1.9468807529525491, -0.6847348483529777] Predicted: -0.9230485208147627 Movie Vector: [0.2955943505518463, -0.5032962720096044] User Vector: [0.5930129659291387, -1.0068564169407006] Predicted: 0.6820383636278504 Movie Vector: [0.3768141301468772, 0.16309180248773775] User Vector: [0.8966418852992853, -0.30535327252512706] Predicted: 0.28806671645065385 Movie Vector: [1.7537171289018378, 0.08414025917165766] User Vector: [1.8846740302186828, -0.684287768130218] Predicted: 3.2476089790324925 Movie Vector: [0.21536098279734636, -0.5232258971654118] User Vector: [0.9300210269991868, -0.5584993677835323] Predicted: 0.4925115751715962 Movie Vector: [0.4637059602971982, 0.027467528572451043] User Vector: [1.600086479274553, -0.33549799597065244] Predicted: 0.7327543366402456 Movie Vector: [1.6546642966507579, -0.9104824138405148] User Vector: [2.084344803304018, 0.602625032970872] Predicted: 2.9002114332766658 Movie Vector: [0.9127434858791652, -1.43111295210174] User Vector: [2.2685930799690013, 1.424610625862674] Predicted: 0.03186483747841917 Movie Vector: [1.2996392713308906, -1.904734616203233] User Vector: [2.149618129367125, 2.0347362910528384] Predicted: -1.081904509122956 Movie Vector: [1.7948972646787815, 0.3023457107216615] User Vector: [2.5473378285578048, 0.48712489454383157] Predicted: 4.7194898231422595 Movie Vector: [1.4376859585499229, 0.09835625028026962] User Vector: [0.9599864508790609, -0.17505240374593978] Predicted: 1.3629415427920026 Movie Vector: [0.7621360472533842, 0.06737974583360308] User Vector: [1.0543114163065839, -0.08592507729476011] Predicted: 0.7977391255291634 Movie Vector: [-0.22481227846290475, -0.19910244209031042] User Vector: [1.420863319324104, 0.4083348454225506] Predicted: -0.40072798511581686 Movie Vector: [0.584440277362776, 0.1633024824716118] User Vector: [1.0393097553032533, -0.10200553506776323] Predicted: 0.5907567245528614 Movie Vector: [-0.739326670232153, -1.5923026381269778] User Vector: [1.5909790720392945, -0.2478210291645899] Predicted: -0.781647181217733 Movie Vector: [0.4180422694642759, -0.7576995169446402] User Vector: [1.1594726664282127, 0.19780930771464805] Predicted: 0.33482856795290283 Movie Vector: [1.0510934952993576, 0.5458099521886985] User Vector: [1.3659376289126557, 0.0022023866605388465] Predicted: 1.43693024129261 Movie Vector: [1.6344339575370803, -1.3894831387928743] User Vector: [1.6083493609616641, -0.1637571455556284] Predicted: 2.856278603745203 Movie Vector: [1.8353465909902638, -0.9290981574570978] User Vector: [0.23498299147976617, 0.8696611949426104] Predicted: -0.37672538148003426 Movie Vector: [1.143939962553576, 0.08426306862703337] User Vector: [1.5907480131532876, 0.2637728914858156] Predicted: 1.8419465358559675 Movie Vector: [2.2287306919058074, 0.48087553559395696] User Vector: [1.6559151769155265, -0.5444418977226746] Predicted: 3.428780188817087 Movie Vector: [1.4330559533295615, -0.08091098482375758] User Vector: [-0.04459906492488501, 1.0014474414481802] Predicted: -0.14494105424034265 Movie Vector: [-0.025716004659376207, 0.2748463038276509] User Vector: [0.511421151690278, -0.7186599208778781] Predicted: -0.21067273168212758 Movie Vector: [-0.7267144772496162, -1.2210124648159502] User Vector: [1.651745512123107, -0.5040327949020604] Predicted: -0.5849170511405064 Movie Vector: [-1.1662105983709772, -0.6245458847681883] User Vector: [0.9331414365812799, 0.4903013887623145] Predicted: -1.3944551477678389 Movie Vector: [1.0717452610151137, 1.0191505043411775] User Vector: [0.8427409779304952, -0.38987743064798797] Predicted: 0.5058598692841114 Movie Vector: [0.7728129086816923, -0.7980191298169621] User Vector: [0.6885144873085007, -0.6455152244414025] Predicted: 1.0472263812986955 Movie Vector: [2.380535104427773, 0.2595384219092628] User Vector: [0.0599949734048017, 0.6560731287560712] Predicted: 0.31309632477376437 Movie Vector: [1.832667892896929, 1.011924971921079] User Vector: [1.2674084509878496, -0.8218703198564612] Predicted: 1.4910676749681455 Movie Vector: [1.2509384448982215, -0.9419771598610615] User Vector: [0.9697761108751635, -0.5407037942033297] Predicted: 1.7224608444273746 Movie Vector: [1.9129236544347539, -0.1912356045866518] User Vector: [1.3217816751424083, -0.7823770085303625] Predicted: 2.6780857726193066 Movie Vector: [1.1050513301599203, 0.44387036658051704] User Vector: [-0.4263369518659226, 1.3670253592146442] Predicted: 0.13565783156370342 Movie Vector: [0.7766881548683552, -0.3551620900818077] User Vector: [0.14134270824723008, -0.5077496952860803] Predicted: 0.29011265028884264 Movie Vector: [0.10195378627062004, 1.9267862594819989] User Vector: [1.2021261557123855, 0.1299172703646489] Predicted: 0.37288412455783604 Movie Vector: [0.5283042614499762, -0.6017654300842665] User Vector: [2.00224016141527, -0.21237195295288921] Predicted: 1.1855901093285066 Movie Vector: [1.0006790604100144, -0.6263214182848729] User Vector: [1.578101850728657, -0.5230423167132768] Predicted: 1.9067660828453226 Movie Vector: [0.48434193651382085, -0.31439593184705555] User Vector: [-0.6976994167040247, 0.4357357028018557] Predicted: -0.47491861891241166 Movie Vector: [1.8363473372843127, -1.0833753938172028] User Vector: [-0.9572925097660875, 0.19550480218479613] Predicted: -1.9697266433712795 Movie Vector: [1.939964720443409, 0.4962848713190475] User Vector: [0.628967937832511, -0.010680942569614896] Predicted: 1.2148748194763872 Movie Vector: [0.53131504958545, 1.1207076485811562] User Vector: [1.7449909476713714, -0.2799239560063844] Predicted: 0.6134270333707259 Movie Vector: [1.21332267355753, -0.6190913717815172] User Vector: [0.8777756015820835, 0.998605909649515] Predicted: 0.4467967372210948 Movie Vector: [0.039194377107524686, -0.24959837142564334] User Vector: [-0.5678950810458679, -0.3185058504888774] Predicted: 0.057240247607543204 Movie Vector: [0.3279895689648003, 0.609392027243892] User Vector: [1.5345110116869807, -0.7010080731168813] Predicted: 0.07611487450392168 Movie Vector: [2.4439729721248953, 1.0233761861175297] User Vector: [0.4027159700166712, 0.15061828043111314] Predicted: 1.1383661075509772 Movie Vector: [0.6092772436597231, -0.7250742908813469] User Vector: [-0.06449330064207076, -0.016988367348711536] Predicted: -0.02697647204111988 Movie Vector: [1.2844542876637994, -0.685518588292545] User Vector: [-0.31023390153593383, -1.1111144311660324] Predicted: 0.3632083312779135 Movie Vector: [1.5812056188042634, -0.07623756259438308] User Vector: [1.6924695299216894, -0.2352703173563992] Predicted: 2.6940787659132446 Movie Vector: [1.9023379920621017, 0.030178970843339613] User Vector: [-0.9667650262786418, -0.9318402953201036] Predicted: -1.8672358199898909 Movie Vector: [-0.05521886157174423, -1.1670298212089123] User Vector: [1.0587510415251458, 0.9768243152353656] Predicted: -1.198446133162564 Movie Vector: [1.2556635154268863, 0.21243280373587836] User Vector: [1.0318668202227654, 1.4261852654957643] Predicted: 1.5986460535293439 Movie Vector: [0.9546422865411179, 1.001659165916025] User Vector: [0.08265949616611085, -1.1424889562554525] Predicted: -1.0654742845667537 Movie Vector: [0.8895569850769723, 1.871082738903402] User Vector: [1.4041262168471358, -1.212440592921536] Predicted: -1.019526381235219 Movie Vector: [-0.1934252423835897, 0.29264254235437775] User Vector: [-0.29030220926410405, -0.9591920222945481] Predicted: -0.22454861681891264 Movie Vector: [-1.2446910543905634, 0.29454073390320423] User Vector: [1.2628287445975, -0.6741533556999912] Predicted: -1.770397265778957 Movie Vector: [2.3321776293007606, -0.02381604885796995] User Vector: [-0.3661680963794597, -0.12504454031111126] Predicted: -0.8509909760583488 Movie Vector: [1.536104317297572, -1.0220577175259546] User Vector: [1.8177898122326266, -0.037350295409213856] Predicted: 2.8304889361849415 Movie Vector: [2.352123171348484, -0.07965053235968025] User Vector: [0.702522729048606, 0.3667971392371592] Predicted: 1.6232044019859513 Movie Vector: [0.8289940011765382, 0.4008755068042851] User Vector: [1.2029938756848613, 0.7079400454110399] Predicted: 1.2810705308860633 Movie Vector: [0.9759794455496463, -1.2164688486019561] User Vector: [1.5650281164579387, -0.8740016035492126] Predicted: 2.5906309977160005 Movie Vector: [1.3671680011707192, 0.3665477064422233] User Vector: [0.7707126733245757, -0.39071318938200433] Predicted: 0.910478681621402 Movie Vector: [0.30646410759753456, -0.24215872188166154] User Vector: [1.0599610528542123, -0.19121112319956696] Predicted: 0.3711434593546734 Movie Vector: [1.48705597088855, 0.4117504301969702] User Vector: [1.063185349637797, -1.2202156895723446] Predicted: 1.0785917872256112 Movie Vector: [1.0758500109778266, 0.6272762690559265] User Vector: [1.0858489380002494, -0.3998024599957371] Predicted: 0.9174239964023223 Movie Vector: [2.015574603620397, -0.41994352972494353] User Vector: [0.8567263121898065, -0.3322834737038819] Predicted: 1.8663360919196077 Movie Vector: [0.9307931933936116, 0.9603563786622653] User Vector: [1.0011974274613373, -0.09558474605908382] Predicted: 0.840112330143553 Movie Vector: [0.717742649860591, -0.5828025464355222] User Vector: [0.9185905507900223, -0.7036429478226823] Predicted: 1.0693965178333869 Movie Vector: [1.624649166081466, 0.05959064287889501] User Vector: [0.6648798789743702, 1.2783935168275744] Predicted: 1.1563768324400232 Movie Vector: [-0.7887582661417973, -0.11419568232178841] User Vector: [-0.34346721294646043, -1.1916161110754144] Predicted: 0.40699001823009856 Movie Vector: [2.096714531501424, -0.412166687066678] User Vector: [0.819655674972545, -0.46777220221283095] Predicted: 1.91138408343049 Movie Vector: [0.937034399693564, 0.09027644413621332] User Vector: [1.6954000022619338, 0.044602421484763614] Predicted: 1.5926746713714872 Movie Vector: [0.40163015047727824, -0.9970022613033843] User Vector: [0.6548257570274174, 1.2184339842180572] Predicted: -0.9517836701829758 Movie Vector: [1.3075214852966233, 0.3868299030819779] User Vector: [1.2480187572131145, -0.32010568008832213] Predicted: 1.5079848899047812 Movie Vector: [2.1197632144710785, -0.38216948989703503] User Vector: [1.3332171358742413, -0.6102958853466149] Predicted: 3.0593411087178817 Movie Vector: [0.7098626901274023, 1.9118227401025316] User Vector: [1.77090336526426, 0.3519297146235562] Predicted: 1.9299254581572667 Movie Vector: [1.3581963860616773, -0.3929849067001689] User Vector: [-0.24744554862602322, 0.0531741229017563] Predicted: -0.3569762776183238 Movie Vector: [1.7203600763376061, -0.5054408610678599] User Vector: [0.7470600647366301, -1.089911573043684] Predicted: 1.8360981539661112 Movie Vector: [0.9660448617353785, 0.844056992704908] User Vector: [1.471485009180282, 0.08469283117409855] Predicted: 1.4930061086237219 Movie Vector: [-1.2954213018005853, -0.29744852837968644] User Vector: [1.8925171658087996, 0.3522117829870952] Predicted: -2.5563719271394865 Movie Vector: [0.2755698919062817, -0.3736996887323924] User Vector: [1.5481471224707808, -0.6756727027863874] Predicted: 0.6791214139105415 Movie Vector: [1.9821729542316513, 0.5756304396175016] User Vector: [0.6173363903851782, -0.29285344757945986] Predicted: 1.0550921379108273 Movie Vector: [0.13769975741940776, -0.45334733214434914] User Vector: [1.5224475258807324, -0.6095592001313387] Predicted: 0.4859826921611402 Movie Vector: [-0.0871192256503579, -0.3204417768670512] User Vector: [0.9286495222752358, -0.8631071791976324] Predicted: 0.19567237084760436 Movie Vector: [0.4933208981655906, -0.2180830805095875] User Vector: [1.1550141187956429, -0.8373169082052052] Predicted: 0.7523972531823594 Movie Vector: [1.2024483747950465, 0.4962804808497885] User Vector: [1.3145718464149838, 0.3162972194541494] Predicted: 1.737676916435177 Movie Vector: [1.0993420719472282, 1.5578878537807008] User Vector: [1.170844064419333, 0.5293514451747638] Predicted: 2.111828326524889 Movie Vector: [0.133847979435621, 0.7606419536121289] User Vector: [0.7339797905326076, 0.16389553647034272] Predicted: 0.22290753295847926 Movie Vector: [0.3177843451074469, 0.9448216572920822] User Vector: [0.506548476108861, -0.6665819682159961] Predicted: -0.46882790418542597 Movie Vector: [1.2801690981236653, -0.12824425354266267] User Vector: [1.5846878555857695, -0.879290347738833] Predicted: 2.1414323571857947 Movie Vector: [-0.18035347671488638, 0.12516442616566673] User Vector: [-0.9318121984760216, -1.3080072681306094] Predicted: 0.004339590504403162 Movie Vector: [0.6202938335547468, -0.765415057237154] User Vector: [1.3317809017582822, -0.749886558466189] Predicted: 1.4000699440764128 Movie Vector: [1.4587163356601187, -0.08741009224059615] User Vector: [-0.5469394072801469, -2.1617156584712527] Predicted: -0.6088736829108998 Movie Vector: [1.3394771459830646, -1.5133349397410143]
avg loss: 13.917497277345136: 40%|█████████████████▉ | 27902/70000 [00:45<01:06, 629.38it/s]
User Vector: [1.2637484930196892, 1.1992414358110968] Predicted: -0.12209174132770162 Movie Vector: [0.10665932762616254, 0.322307017771875] User Vector: [1.011240980543365, -0.46446645992616115] Predicted: -0.04184251650108446 Movie Vector: [0.6784711324938026, -0.14141088511599953] User Vector: [0.37241934398032644, -0.6125778636700472] Predicted: 0.33930095197698057 Movie Vector: [0.10137686689485495, 0.391347297800161] User Vector: [0.4712196519630195, 0.8622262735808667] Predicted: 0.38520069419346936 Movie Vector: [-0.6769326498432491, -0.8117001739587226] User Vector: [0.9597500318585129, -0.7644500541327073] Predicted: -0.0291818903308525 Movie Vector: [2.196779628905776, 0.49138060108070275] User Vector: [1.9274655778464957, 0.5698648985751458] Predicted: 4.514237673226932 Movie Vector: [1.1090980869634264, 0.1988633974983257] User Vector: [0.9540959490327625, 0.3582780526760208] Predicted: 1.1294343826560294 Movie Vector: [1.1822299046401423, -0.3288062215181613] User Vector: [1.8857160632498915, -0.33464053993158865] Predicted: 2.339381813136007 Movie Vector: [1.162583636714391, 0.20333707405051407] User Vector: [0.964012953943648, -0.6410837627880486] Predicted: 0.9903895892889735 Movie Vector: [1.826723188643935, -0.6606176567763574] User Vector: [0.8050676719413156, -0.3880916723090853] Predicted: 1.7270159959380353 Movie Vector: [1.8303367207363064, -0.8597995091469123] User Vector: [0.9763585082540918, -1.6915144162202622] Predicted: 3.2414280950418934 Movie Vector: [0.25561154718074064, -0.5445611029506561] User Vector: [-0.4754420528080674, -0.6351365179411967] Predicted: 0.22434216402123974 Movie Vector: [0.07118821474287133, 0.13867442587895162] User Vector: [1.049052612533431, -0.42612882884885284] Predicted: 0.01558701196651538 Movie Vector: [0.7025559350846082, -0.3457708345615043] User Vector: [-0.5749423236739916, -0.5471979249586757] Predicted: -0.21472405864521393 Movie Vector: [1.9055085486713523, -0.040924796893851756] User Vector: [1.691324862555518, 0.14266098611392802] Predicted: 3.2169956122985504 Movie Vector: [0.05972626855837404, -0.3581914192061645] User Vector: [1.7137835932402181, 0.06952063320048965] Predicted: 0.07745620487060595 Movie Vector: [1.27010539290302, 0.5461630787675201] User Vector: [1.100522052761466, -0.1733396545920073] Predicted: 1.3031072747965706 Movie Vector: [-0.5994657449155043, 0.8391289780177043] User Vector: [2.281554999939609, -0.1571529868251495] Predicted: -1.4995856928315088 Movie Vector: [0.9387777719239656, -0.6854784526892804] User Vector: [0.15127328855510308, -0.09354525564430688] Predicted: 0.20613525787685344 Movie Vector: [0.8333159903926285, -0.8547436593511271] User Vector: [0.9630297068736018, -0.27549174290273787] Predicted: 1.0379828744106043 Movie Vector: [0.4108074097060701, 1.3112171458071322] User Vector: [0.99139251823783, 0.7534148091658422] Predicted: 1.3951618081025217 Movie Vector: [2.596357100296857, -0.7036810780354141] User Vector: [1.7936611056539267, -0.5468688786942778] Predicted: 5.041806029294491 Movie Vector: [1.0890915050950354, 0.7939134000530261] User Vector: [2.022967946968885, -0.6776526695698748] Predicted: 1.6651996711701278 Movie Vector: [2.0512937377634892, -0.3473719068246527] User Vector: [0.21387125081196282, -0.23314575524420994] Predicted: 0.5197010430454788 Movie Vector: [1.9663688061789517, -0.1041664273070231] User Vector: [0.7787357165871232, 0.1720155386681105] Predicted: 1.5133633772499817 Movie Vector: [2.2534796579632834, 0.1961745065146233] User Vector: [1.8672256822704933, -0.16555564766182626] Predicted: 4.175277294342402 Movie Vector: [0.8581257609614775, -0.019584285757010572] User Vector: [0.901689669133008, -0.9506750860153013] Predicted: 0.7923814260224596 Movie Vector: [2.210636601873627, -0.4771812771754274] User Vector: [1.748396382335816, 0.10446099447773484] Predicted: 3.81522220661509 Movie Vector: [0.22999488439506885, -1.2331211580851325] User Vector: [1.641086157813255, -0.014911004497159892] Predicted: 0.3958284962823577 Movie Vector: [0.49986698108787, -0.14894094300237315] User Vector: [0.11703653778634604, -0.6422357025185691] Predicted: 0.1541578919831445 Movie Vector: [0.7398203137026389, -0.2423217292229608] User Vector: [-0.09788063259664831, 0.12773781170287246] Predicted: -0.10336772773206211 Movie Vector: [1.9320711691371282, -0.20256922764661794] User Vector: [1.149270465917794, -0.6517065433473512] Predicted: 2.352488023878684 Movie Vector: [0.04349866071545494, 1.351345323314872] User Vector: [0.33139115128078533, 0.10542402948953808] Predicted: 0.15687934046936333 Movie Vector: [-0.011530643105909733, 1.7722621317481044] User Vector: [0.899265374115883, -0.3562472732753831] Predicted: -0.6417326600509126 Movie Vector: [1.7671106305102746, -0.041275672461689714] User Vector: [1.2642526596062917, 0.6617216323929483] Predicted: 2.2067613090816995 Movie Vector: [-1.0013804373223718, -0.31609263672458243] User Vector: [2.133198404406014, 0.05051579066244269] Predicted: -2.1521108205661985 Movie Vector: [-1.405603543404744, 0.16761369106553584] User Vector: [1.1732675309076523, 0.7195984268874798] Predicted: -1.5285344503899676 Movie Vector: [1.8771548066101356, 0.5261882546025612] User Vector: [1.0862736178566452, -0.5827347693198993] Predicted: 1.7324755518887192 Movie Vector: [0.7120799286027117, -0.35887871989129955] User Vector: [1.0894221295916446, -1.363478159075742] Predicted: 1.2650789285866806 Movie Vector: [0.7975471850824164, -0.6439330450726025] User Vector: [1.1810923565598423, 0.05008835077904475] Predicted: 0.909723340056845 Movie Vector: [0.08558994005914558, -1.4124949804685967] User Vector: [1.0797713316899125, 0.49345640824838444] Predicted: -0.6045871361739822 Movie Vector: [0.9730011044466054, 0.44341654131930425] User Vector: [1.4068509615256743, 0.6583908614146096] Predicted: 1.6608089379609534 Movie Vector: [-1.2425927770126892, 0.3086958055498262] User Vector: [0.8337673121802281, 0.39681404456625] Predicted: -0.9135384086835723 Movie Vector: [0.8936841205897078, 0.4828566779815693] User Vector: [1.6341478850098525, -0.8842451342299196] Predicted: 1.0334483474929352 Movie Vector: [0.5642387702527517, -0.6356588511764708] User Vector: [0.5785121123103714, 0.11619173059526505] Predicted: 0.25256066083993356 Movie Vector: [1.3931737565475366, -0.41448286590942607] User Vector: [1.2720060411015421, -0.9344815653888611] Predicted: 2.1594520319944976 Movie Vector: [-0.21609009233196486, 0.8206079574299809] User Vector: [1.417496942328894, -0.9956879120497236] Predicted: -1.1233764688929748 Movie Vector: [1.013400189998026, -0.07561239965372078] User Vector: [0.7111403331107304, -1.3072558323947283] Predicted: 0.8195144991383614 Movie Vector: [-0.19766566231793634, 1.4114491250256365] User Vector: [0.9780972299837546, 0.38341539894094123] Predicted: 0.34783509258046913 Movie Vector: [-0.830471150130774, -0.981570325574469] User Vector: [0.9007505280289937, 0.1550811935443417] Predicted: -0.9002704246309371 Movie Vector: [1.748807913042509, 0.3676380453335557] User Vector: [0.8651892762142805, -0.40751730572629086] Predicted: 1.363230986806244 Movie Vector: [0.11918223127430358, 0.2973809083909008] User Vector: [0.3115451035867097, -0.21057281963574148] Predicted: -0.025489695797662013 Movie Vector: [0.11364991944461608, -0.5070410119243051] User Vector: [0.03929351388561299, 0.01149603806324944] Predicted: -0.0013632580849145051 Movie Vector: [0.8083393135686725, -0.34033906398331626] User Vector: [0.9611192303050402, -0.5345267545319572] Predicted: 0.9588307941938732 Movie Vector: [1.2264745455693482, 0.5718173029346284] User Vector: [1.6273307837348587, -0.5538545285012019] Predicted: 1.6791761807665346 Movie Vector: [1.5239169972976991, -0.26100659346949484] User Vector: [1.7364146531613567, -0.48517680647669853] Predicted: 2.772786149798272 Movie Vector: [1.4250016149065718, -0.772203706904583] User Vector: [2.1115692365015355, -0.6066069620241133] Predicted: 3.477413716710873 Movie Vector: [0.935640382644079, 0.6518423093105579] User Vector: [1.9123887232279604, 0.6849943797075791] Predicted: 2.235816435098572 Movie Vector: [1.1027256800393932, -0.23007185091427373] User Vector: [0.9840874252917686, 0.7300983769489944] Predicted: 0.9172033903389188 Movie Vector: [-0.6084883944380836, -0.3555458804227186] User Vector: [0.28384867794290114, -1.314092964649817] Predicted: 0.294501713768871 Movie Vector: [1.2886607954994138, -0.5975683245875534] User Vector: [0.0029421384558139868, 1.0370555731439939] Predicted: -0.6159201428649027 Movie Vector: [1.1969972170552428, 0.1743007692368993] User Vector: [2.0216016911266643, -0.23442572026850575] Predicted: 2.3789910149010747 Movie Vector: [0.9697798857935563, -0.6766640304913806] User Vector: [0.8083458248008449, 0.953459569990855] Predicted: 0.13874572611647096 Movie Vector: [1.261892004291985, -0.7349518693770337] User Vector: [-0.28870450765763345, 0.7939568926959452] Predicted: -0.9478340123078877 Movie Vector: [0.4003424732762125, 0.04344745532277672] User Vector: [0.34018847318871576, -0.5578563499871425] Predicted: 0.11195445589383529 Movie Vector: [2.0092491493989577, -0.23388970517692187] User Vector: [1.5583004209053435, -0.5063786065431433] Predicted: 3.2494505382043752 Movie Vector: [1.4987436031264338, -0.4522593619758148] User Vector: [0.8161868734026768, -1.26344299579084] Predicted: 1.7946587786372037 Movie Vector: [1.9916948688583598, -0.5631196989186489] User Vector: [1.6887382729862224, -0.27039856284806885] Predicted: 3.515718110450427 Movie Vector: [-0.0458723744204244, -0.942115159942111] User Vector: [0.10264929673544498, 0.3863786255688972] Predicted: -0.3687219275998962 Movie Vector: [-0.1993789496736042, 0.17283426696076432] User Vector: [1.1513897454824273, -0.347351646415982] Predicted: -0.28959714530516567 Movie Vector: [1.435422498878016, 1.203107312648744] User Vector: [0.9422083551347266, 0.09217135728251667] Predicted: 1.4633591055545903 Movie Vector: [1.4208987192075309, -0.8367887638510507] User Vector: [1.095737375626304, 0.37253265352175735] Predicted: 1.2452006949806134 Movie Vector: [2.5838949607166386, 0.3571835272775734] User Vector: [1.5724901102408566, 0.850426617959142] Predicted: 4.366907650721484 Movie Vector: [-0.120184565738223, 0.21549541001640363] User Vector: [0.9913907528393268, -0.5782608884350177] Predicted: -0.2437624343566384 Movie Vector: [1.8366280834417343, 0.9906927073050847] User Vector: [1.3348936266171676, 0.0057653220830928414] Predicted: 2.45741478559546 Movie Vector: [-0.3325015628587857, 1.091102638233999] User Vector: [-0.030884868875473148, 1.1824454390604988] Predicted: 1.300438605296453 Movie Vector: [1.605699988638181, -0.26524993587826884] User Vector: [0.43755829710575556, 0.44047216238795805] Predicted: 0.5857521398616853 Movie Vector: [0.11576563447204677, -0.9044228975172208] User Vector: [1.55161496026067, -0.7014700636964468] Predicted: 0.8140492778608259 Movie Vector: [1.0874615966290508, 0.706222821513406] User Vector: [0.9017830491493034, -1.3214801767144264] Predicted: 0.04739497546761873 Movie Vector: [2.273007406976765, -0.798464311004544] User Vector: [0.3843659797417871, -0.5172419324484091] Predicted: 1.286665942158041 Movie Vector: [-1.128987547898371, 1.110288891425796] User Vector: [1.0519916900683017, -0.1902978704364091] Predicted: -1.3989711301872054 Movie Vector: [0.8140907208785091, 0.45994029090241234] User Vector: [0.46574439765715125, -0.3091025282428944] Predicted: 0.23698948567512926 Movie Vector: [0.21994121862884955, 0.2528852197549848] User Vector: [0.1778185120643076, 0.34556732503348075] Predicted: 0.12649848916942663 Movie Vector: [0.9183426253728089, -0.8790670376401409] User Vector: [-0.14407560643493775, -0.4151909689450063] Predicted: 0.23266992445978613 Movie Vector: [1.9769869160615432, 0.042043163164920204] User Vector: [0.4875821523536099, 0.03806658169552324] Predicted: 0.9655439752135684 Movie Vector: [-0.13865418027621212, -0.025123701902038942] User Vector: [-1.1065170459010083, -0.455490993261461] Predicted: 0.16486683389482468 Movie Vector: [1.8277110274821713, -0.3504074239263397] User Vector: [1.5645268690843306, -0.6978852390277585] Predicted: 3.1040471802215213 Movie Vector: [-0.9816814298398735, -0.527588548986996] User Vector: [-1.0862085216351685, -1.9331538307785314] Predicted: 2.0862205591721654 Movie Vector: [2.5993785920033705, -0.09796492152062472] User Vector: [-0.2564024137954947, 0.26346415052450367] Predicted: -0.6922971901876297 Movie Vector: [1.385358294523562, 0.16167202694706842] User Vector: [1.6446228897020023, 0.9146891521653161] Predicted: 2.42627161086904 Movie Vector: [0.45979606006920715, -0.3820943604463062] User Vector: [0.918307589525981, 0.5161286529857106] Predicted: 0.2250243640251082 Movie Vector: [2.5337002487211264, -0.030477690552063577] User Vector: [1.5675258087514325, -0.0748640744877066] Predicted: 3.9739222156059926 Movie Vector: [0.21207449563175673, 0.08144592736631098] User Vector: [-0.3328739658910562, -0.23208588362457278] Predicted: -0.0894965284457214 Movie Vector: [1.37000498986193, 0.12174846884371643] User Vector: [0.5289328551600678, -0.021524224087542024] Predicted: 0.7220201095455031 Movie Vector: [1.3500084431066124, 0.3079008091837855] User Vector: [2.0511678998584317, -0.2966331773391889] Predicted: 2.6777603877046476 Movie Vector: [-0.65753557598158, -0.6580245681466782] User Vector: [2.0065937914622802, -0.8168575173518526] Predicted: -0.7818944893373923 Movie Vector: [1.606947235547722, -0.26237642769661984] User Vector: [0.09551201376410347, -0.26054181362946016] Predicted: 0.22184279680551827 Movie Vector: [2.0284970101392, -0.5690124096312887] User Vector: [1.1214645256806544, -0.613545320915481] Predicted: 2.6240023387925038 Movie Vector: [0.7553085703563345, -1.1361392236965158] User Vector: [1.1335515145359225, 0.040973076523045854] Predicted: 0.8096300545160341 Movie Vector: [0.738110496807532, -0.13245819162893036] User Vector: [1.8713653945622675, -0.6699003217227969] Predicted: 1.4700082262758187 Movie Vector: [-0.5096207621093096, -1.2518227534922446] User Vector: [1.4283778830526797, 0.9633886964171853] Predicted: -1.9339229159736542 Movie Vector: [2.428323065122823, 0.32130905767150586] User Vector: [0.9116231385574212, -0.29897419051499335] Predicted: 2.117652378636171 Movie Vector: [0.8748282788897749, 1.9446061735267408] User Vector: [0.524587350944824, -0.11491323980608953] Predicted: 0.2354628538075262 Movie Vector: [1.110235180479024, -0.5109942877092752] User Vector: [1.7002288394410778, -0.5198673823727366] Predicted: 2.1533031351713485 Movie Vector: [0.12249337059290102, -0.5044536981170664] User Vector: [0.8275076514070143, -0.39620688469862325] Predicted: 0.3012322296179232 Movie Vector: [1.057386919017807, 0.47257940382721153] User Vector: [1.4388654359248454, 0.37244220221921154] Predicted: 1.6974460040586348 Movie Vector: [-0.26754015007517795, 0.5056826618704042] User Vector: [1.4865162678236863, -0.35399931652960076] Predicted: -0.5767141020657347 Movie Vector: [1.0895289639740082, 1.0432248920985183] User Vector: [1.1179147427296945, -0.10074743205845166] Predicted: 1.112898262519173 Movie Vector: [-0.5229422781040959, 0.34358514921118644] User Vector: [1.3247023627580503, -0.950159238270958] Predicted: -1.0192034750462877 Movie Vector: [0.04103441600779195, 1.5088947512685473] User Vector: [1.6261622599516052, -0.5142781671984467] Predicted: -0.7092630085067193 Movie Vector: [0.766880755439636, 1.2247232792879121] User Vector: [-0.8053924436536264, 1.0612349770666538] Predicted: 0.6820792155936372 Movie Vector: [0.44923749333678076, -0.07003406278523908] User Vector: [1.7519961303368308, -0.48784550056305936] Predicted: 0.8212281523441873 Movie Vector: [-0.02619049476917787, -0.04353372765672093] User Vector: [0.5356739306383516, -0.9672446321571668] Predicted: 0.028078199115386615 Movie Vector: [0.528513332560957, -0.004044484259654313] User Vector: [0.4062456170960108, -0.4125951638861341] Predicted: 0.21637495957564212 Movie Vector: [1.2007037411721284, -1.537341872785354] User Vector: [0.373988985640326, -0.3822467790550124] Predicted: 1.036693953394111 Movie Vector: [0.7152047075551885, -0.3461446020431128] User Vector: [0.325223941976668, 0.27831765838225936] Predicted: 0.13626353920907025 Movie Vector: [0.4547621835714683, 0.4118476247743241] User Vector: [1.6461030961344623, 0.8606024750874905] Predicted: 1.10302252362155 Movie Vector: [1.9330877467719918, -0.6585311550212181] User Vector: [1.3008267274985148, -0.6343233647148373] Predicted: 2.9323339056234947 Movie Vector: [0.6608824496310433, -0.4681483318234381] User Vector: [2.1089171371059874, -0.22171128018158567] Predicted: 1.4975400896029398 Movie Vector: [1.3419496674328275, 0.7970670291902754]
avg loss: 13.895160773305312: 40%|█████████████████▉ | 27976/70000 [00:45<01:07, 620.91it/s]
User Vector: [0.1308992086998555, -0.12755314678139285] Predicted: 0.07399174181307543 Movie Vector: [-0.8062839508056641, -0.5332851409912109] User Vector: [0.4724488496981771, -0.413101788630869] Predicted: -0.1606268794945032 Movie Vector: [1.095992766578274, -0.563051247498225] User Vector: [-0.024937460828809002, 1.5909498870440382] Predicted: -0.9231175952925096 Movie Vector: [0.046799188546584936, -0.38731833370304963] User Vector: [1.6792341315252581, -0.06782909158346484] Predicted: 0.1048582454638105 Movie Vector: [1.1664285041406566, 0.9237157562490108] User Vector: [1.46548750873498, 0.6851127375148882] Predicted: 2.342235833099955 Movie Vector: [2.0618803187991457, -0.25099250375418175] User Vector: [0.5351314463295155, -0.28754886906908134] Predicted: 1.1755496077566814 Movie Vector: [1.1838467215074748, -0.8644251177163096] User Vector: [2.76615946424303, -0.5569101439491165] Predicted: 3.756115929651606 Movie Vector: [0.22431679482948774, -0.31011132063948976] User Vector: [0.5675182570533692, 0.9560086668941595] Predicted: -0.16916523380391676 Movie Vector: [1.0310453239504946, -0.1862464576926463] User Vector: [0.9738474947604266, -0.5468051722245806] Predicted: 1.1059214320884871 Movie Vector: [1.9678923343723176, -0.29192786695641165] User Vector: [0.476071927438822, 0.5736071291203942] Predicted: 0.7694063909416042 Movie Vector: [-1.052119573237602, 0.04860427508537427] User Vector: [1.5931293736910677, -0.7215282302897117] Predicted: -1.7112319533469988 Movie Vector: [1.2513069078765398, 1.52847700376477] User Vector: [0.046232787042810045, -0.7517853442420565] Predicted: -1.0912352046443115 Movie Vector: [1.2382881293391426, -0.338754354721497] User Vector: [0.9401683298756323, 0.10652795461022747] Predicted: 1.1281124739418142 Movie Vector: [-0.3864095594146866, 0.2984343051120671] User Vector: [-0.7810208845680119, -0.21030876974773544] Predicted: 0.2390305843409551 Movie Vector: [0.38874231322044195, -1.4939271319456515] User Vector: [1.6845156179401168, -0.07627133614148644] Predicted: 0.7687863164255168 Movie Vector: [0.5103716060210394, -0.060270755932158936] User Vector: [1.4318951040471344, -0.590443353120634] Predicted: 0.7663850711338985 Movie Vector: [-0.23702111442123694, -0.29934017355646597] User Vector: [0.9388689842534894, 0.28152870903049854] Predicted: -0.30680462556561405 Movie Vector: [0.5990070481389725, -0.30468047033149026] User Vector: [1.9369523282133911, 0.17207332237081305] Predicted: 1.1078207157175723 Movie Vector: [-0.2861638308250439, -1.1337715871752743] User Vector: [1.753450089723815, -0.8197862668103563] Predicted: 0.42767638203018665 Movie Vector: [1.4635089161219512, -1.0260098360878114] User Vector: [0.9903277358663704, 0.07209564342430073] Predicted: 1.3753826320308855 Movie Vector: [-1.4802066528081677, -0.2660439246202877] User Vector: [2.0431751585890994, 1.0380169668214614] Predicted: -3.3004795702715963 Movie Vector: [-0.8089795201386909, 0.07496705007410392] User Vector: [0.5894143657249795, 0.9257379456038505] Predicted: -0.40742430782346284 Movie Vector: [1.0774810379795146, -0.7608544090955567] User Vector: [2.1535998594784913, -0.2533631147123646] Predicted: 2.5132354549145073 Movie Vector: [0.5448161729341513, -0.37040006674197484] User Vector: [-0.4442970751478621, 0.07997824535897813] Predicted: -0.2716841795467668 Movie Vector: [-0.1354494646478327, -0.8705588471634508] User Vector: [0.4197038515631351, -0.011872374033636446] Predicted: -0.04651306175304426 Movie Vector: [2.639000869391973, 0.30234734073033304] User Vector: [0.965526380840206, -0.2267847874389386] Predicted: 2.479457181057932 Movie Vector: [-0.05483316882905162, 0.61673291577997] User Vector: [1.110243928060945, 0.5066178146503302] Predicted: 0.2515696892665793 Movie Vector: [1.9885365645052142, 0.1801642068245113] User Vector: [1.4764536423499461, -0.8379681290304007] Predicted: 2.7850101902987903 Movie Vector: [1.5559700710969837, -0.09139654797917912] User Vector: [0.18604407445476442, 0.17988811115490483] Predicted: 0.27303785937449915 Movie Vector: [1.0100761310198973, -0.24951337887101654] User Vector: [1.2899364163230325, 0.31086445801674895] Predicted: 1.225369143370574 Movie Vector: [1.5359095799071028, -1.0207390835370203] User Vector: [1.3196937497422425, -0.5147474558022354] Predicted: 2.5523531190612236 Movie Vector: [1.629708108022095, -0.5470892736787417] User Vector: [1.0474547826808718, 0.3750174692019067] Predicted: 1.501877517279027 Movie Vector: [1.7135714972173761, -1.0257041520866719] User Vector: [1.4093945833531856, 0.9397978083969266] Predicted: 1.451143872171896 Movie Vector: [1.072282362307596, 0.6406631650246946] User Vector: [2.237550187224766, -0.5831482052680973] Predicted: 2.0256840256736464 Movie Vector: [1.1341556489524007, 1.039203097107358] User Vector: [0.5590185820510198, 0.46506953593883643] Predicted: 1.1173157848204458 Movie Vector: [1.2771220221980795, 0.5142475985120838] User Vector: [1.464765064434406, -0.7155982444240786] Predicted: 1.502689042441023 Movie Vector: [0.8662219503186501, -0.035603475447755176] User Vector: [2.014911938122893, 0.1324197478629957] Predicted: 1.7406463455193053 Movie Vector: [0.7438869681096163, 0.14765320666964465] User Vector: [1.6082867513422874, -0.6578076171042608] Predicted: 1.0992561512697165 Movie Vector: [0.14481105316054466, -0.9824783291003532] User Vector: [-0.6945093364418182, 1.2458722395597162] Predicted: -1.3246151046351156 Movie Vector: [-0.32309717071970223, 0.08733206813094799] User Vector: [0.343793127492197, -0.9845545938841783] Predicted: -0.19706177567733763 Movie Vector: [-0.07209601415923578, -0.5553056238559931] User Vector: [-0.046344401288082565, 0.609266223475312] Predicted: -0.3349877137098762 Movie Vector: [0.6662074192005888, -0.47865943042447057] User Vector: [0.9872761063006935, -0.41608679454355246] Predicted: 0.8568945349003517 Movie Vector: [0.949321543409063, -0.05825274318152304] User Vector: [1.804840800469712, 0.6108421558511117] Predicted: 1.677791023080313 Movie Vector: [0.6896168442364873, -0.3020635899040742] User Vector: [0.9449802546558065, -0.6355922116635976] Predicted: 0.8436635662517058 Movie Vector: [1.2710757608173613, 0.5888538182569699] User Vector: [0.45306273901256167, -0.04174530752555605] Predicted: 0.5512951819576543 Movie Vector: [-0.20756916743891402, 2.076529151077412] User Vector: [0.04023824117466808, 0.5037915936587285] Predicted: 1.037785712080264 Movie Vector: [0.1900065908698974, -0.3931028921664934] User Vector: [1.18271020163827, -0.8495605554677248] Predicted: 0.5586874448252719 Movie Vector: [-0.007893279536355815, 0.8363817223293064] User Vector: [-0.37107887194043276, -0.7694137857292411] Predicted: -0.6405945980258733 Movie Vector: [2.6286938763315715, 0.38141146362294653] User Vector: [1.6171159732264895, 0.7697260457505669] Predicted: 4.54448519383687 Movie Vector: [0.2600639108165677, 0.5105923755007435] User Vector: [0.09785613942442424, -0.28883753441899485] Predicted: -0.12202939251664528 Movie Vector: [0.5794009288149565, -0.05572744459846888] User Vector: [-0.5259788053498771, 0.1972689353329142] Predicted: -0.3157459020214639 Movie Vector: [1.4247372310461066, 0.10588134279375558] User Vector: [1.6498914901270654, -0.3232640393276598] Predicted: 2.3164342026092237 Movie Vector: [-0.2237394964890203, 0.12897823443522474] User Vector: [2.1029815159298657, 0.12879990995656623] Predicted: -0.45390764051825094 Movie Vector: [0.3566863138179447, -1.7886149171827643] User Vector: [1.3705994684574074, 0.2909387216588621] Predicted: -0.03150326542021792 Movie Vector: [1.1832457594817218, 1.2398331452980413] User Vector: [1.5298968497407415, -1.4801400007102228] Predicted: -0.024882672661823202 Movie Vector: [1.6268258994345473, 0.25133676403769367] User Vector: [1.4831939177786426, -0.5965013278307192] Predicted: 2.2629755658449295 Movie Vector: [1.0783146114673656, -0.652052760318088] User Vector: [0.9735169943771647, -0.3602270656606531] Predicted: 1.2846446520540038 Movie Vector: [0.5600554251971234, 0.4445818702758031] User Vector: [0.9768513275944442, 0.8358848354035406] Predicted: 0.9187101290891688 Movie Vector: [-1.6695489582458423, -0.33747398338653994] User Vector: [0.29253548549949693, -1.9761307797788161] Predicted: 0.17849041087907958 Movie Vector: [2.4645196479777094, 0.3094380952082522] User Vector: [0.4645609933752214, -0.9746235479582656] Predicted: 0.8433340416319612 Movie Vector: [1.6453154435420165, -0.01247883466959801] User Vector: [0.8973757557343248, -0.0658125533442494] Predicted: 1.47728745354224 Movie Vector: [1.439636926427251, 0.3298095472058806] User Vector: [-0.12795300099851706, 0.3268422180823246] Predicted: -0.07641018113115092 Movie Vector: [0.4594108175223902, -0.3550261854986213] User Vector: [1.5340428487762303, 0.8982101422813845] Predicted: 0.3858677586803306 Movie Vector: [-0.012917564349711141, 0.4514828528878169] User Vector: [0.82973513859937, 0.07114498587203813] Predicted: 0.021402584144097354 Movie Vector: [1.3557338387438223, -0.9263244887913952] User Vector: [1.3574119021590707, -1.2677929364995095] Predicted: 3.0146768926669205 Movie Vector: [1.0588385656991561, 0.7061866954973073] User Vector: [0.40032563701625645, 0.6437470906063233] Predicted: 0.8784858539621792 Movie Vector: [1.0070925367537056, -0.1667593392718339] User Vector: [-1.6390657805096909, -0.7668829274265373] Predicted: -1.5228060245231978 Movie Vector: [2.176197829350219, -0.40800310118592337] User Vector: [1.257822956435012, -0.18065739552553517] Predicted: 2.8109803651273384 Movie Vector: [0.4719963912398334, -1.5068201283641183] User Vector: [1.7263030716234609, -0.3049083379281974] Predicted: 1.2742508408887696 Movie Vector: [0.8939175089354773, -0.9494543017381052] User Vector: [0.2710068584659776, -0.5670422058151966] Predicted: 0.7806384374026386 Movie Vector: [0.8962430223494007, -0.7625760566265349] User Vector: [1.1394655678664585, -0.28812450178517224] Predicted: 1.2409549107965325 Movie Vector: [1.1750162097320949, -0.5308019414344506] User Vector: [1.4724545412020804, -1.0304136479959645] Predicted: 2.2771035188428916 Movie Vector: [0.8238372465489161, -0.3923400183646954] User Vector: [2.1662349426889995, 0.5575648162683712] Predicted: 1.5658700403087138 Movie Vector: [0.1985718841891857, -0.9418587993042125] User Vector: [0.5842512866019409, -0.6699212189336792] Predicted: 0.7469870737137928 Movie Vector: [0.9996163877261561, 0.8459892363670963] User Vector: [1.5403722145823693, -0.10210473597275826] Predicted: 1.4534018012795096 Movie Vector: [1.5685285952143526, -0.36249345906132163] User Vector: [1.170654181099982, 0.2836444907869107] Predicted: 1.7333852855535286 Movie Vector: [0.9822619198002919, -0.6275769454422022] User Vector: [1.1858827922083657, -1.08530641484266] Predicted: 1.845960792828504 Movie Vector: [0.2452831521635674, 0.2199588361902716] User Vector: [1.6627006936529467, -0.24901728492295894] Predicted: 0.3530589150608295 Movie Vector: [2.5514157669813886, 0.1271347916272621] User Vector: [0.9176339672405138, 0.6674080767209375] Predicted: 2.4261165590993983 Movie Vector: [0.2735598826618151, -0.13260708392966308] User Vector: [-0.29832540533644675, -0.34579556888564467] Predicted: -0.03575492085315252 Movie Vector: [0.5257457117937601, -1.213469363018007] User Vector: [1.6656184676501602, -0.6076855364400123] Predicted: 1.613099547670683 Movie Vector: [1.7093183035120152, 0.2327082456630927] User Vector: [1.235086462229224, -0.3127892551379235] Predicted: 2.0383672574829017 Movie Vector: [-1.0752257890119556, -0.6940719015655646] User Vector: [-1.8634633609255722, 0.1946835729743393] Predicted: 1.868519464848191 Movie Vector: [-0.0934744857878893, -0.14074288486808437] User Vector: [0.03872833338391252, 0.08299272934889484] Predicted: -0.015300747200122764 Movie Vector: [0.22220166604405966, 0.35096599915332577] User Vector: [0.7503552400456416, -0.034377141226232616] Predicted: 0.15466497674453214 Movie Vector: [0.03296852111816406, -0.5185031890869141] User Vector: [2.2194019781623413, 0.5322448204058524] Predicted: -0.20280023576868608 Movie Vector: [0.42411829450797284, -0.03252930572368895] User Vector: [0.2854882487771647, 0.3179042394188969] Predicted: 0.11073958497852486 Movie Vector: [1.1140497890212966, -0.2328525957816647] User Vector: [0.6334196382536925, 0.12700388025825524] Predicted: 0.6760878311659937 Movie Vector: [-0.1629113988960484, 0.8658178333909213] User Vector: [0.6906297330716579, -0.008612668788773988] Predicted: -0.11996845816431818 Movie Vector: [-0.0282821836617983, 0.44870571623051675] User Vector: [0.9649227205729606, -1.3083253754079025] Predicted: -0.6143431962376491 Movie Vector: [0.8966206274889755, -0.38943674377967175] User Vector: [1.1867186273944328, -0.06654748272634006] Predicted: 1.0899524353269319 Movie Vector: [0.3202172438547145, -0.8035539358056668] User Vector: [-0.12466218093741897, -0.07709089686006788] Predicted: 0.022027713593998237 Movie Vector: [-0.13686700631337778, 0.01984027758035596] User Vector: [1.1186240282396982, -0.6484933981435208] Predicted: -0.1659690109635746 Movie Vector: [1.2668424257303097, -0.32248009870864164] User Vector: [1.1114428072803844, -0.6474524064462783] Predicted: 1.6168134179755307 Movie Vector: [2.084788852864044, -0.3838856686204186] User Vector: [1.4229459710539656, -0.6264729861357928] Predicted: 3.207035899836479 Movie Vector: [0.34384527155422817, -0.22665125042437462] User Vector: [1.0391331490714275, 0.016331597189912533] Predicted: 0.35359944289894435 Movie Vector: [0.2798959468636468, -1.473288576171475] User Vector: [1.7480448258834904, -0.17593082260742207] Predicted: 0.7484675328447234 Movie Vector: [2.285200242068337, -0.03985858737942537] User Vector: [1.2306592536023913, 0.31351614854345083] Predicted: 2.7998065134342434 Movie Vector: [0.5308246612548828, -0.2289867401123047] User Vector: [1.2368933867306142, -1.1178975928677355] Predicted: 0.9125572385898582 Movie Vector: [-0.1464830796626836, -0.2546959891000909] User Vector: [2.150828476384238, -0.3016096008268057] Predicted: -0.23824122344229381 Movie Vector: [1.6352531467232811, -0.3463263862047146] User Vector: [1.4950148657492748, 0.35556767389974026] Predicted: 2.321585296061672 Movie Vector: [2.58907156964532, 0.3625517640379662] User Vector: [0.1810509504297667, -0.6613095108427443] Predicted: 0.22899493868385168 Movie Vector: [-0.07145858183986833, 0.7834391845457906] User Vector: [1.292295618709542, 0.6291188088513662] Predicted: 0.40053071435807436 Movie Vector: [1.9365021043819708, 0.7368493804664634] User Vector: [-0.38251223974489723, -1.1304124790441394] Predicted: -1.5736794920730877 Movie Vector: [0.5812482799223786, 0.3434969023877186] User Vector: [1.689130105441406, -0.33022351482237233] Predicted: 0.8683732139158535 Movie Vector: [0.26022750897749847, -0.5704001746157704] User Vector: [0.016510488881150847, -0.14576951494549462] Predicted: 0.08744344017210887 Movie Vector: [1.9689297762617415, -1.4175794466609475] User Vector: [0.6604261909499364, 0.15190872859513044] Predicted: 1.0849901009595992 Movie Vector: [1.5545246586172587, -0.30593857504032906] User Vector: [0.5599797932897943, -0.568329722371593] Predicted: 1.0443763824118117 Movie Vector: [1.262572261708969, -1.056058270506134] User Vector: [1.5559693010442122, -0.6962445883302885] Predicted: 2.699798535370454 Movie Vector: [1.200410118939923, -0.551409324797915] User Vector: [1.0617271330392273, -0.5626796162985092] Predicted: 1.5847747813540731 Movie Vector: [-1.2539629036921198, -0.6753985104816771] User Vector: [0.44983365199928793, 0.634542046756569] Predicted: -0.992643465656839 Movie Vector: [-0.25269546261153053, -0.3301008750582078] User Vector: [-1.0596670805118849, 0.06507227888016502] Predicted: 0.2462926469237865 Movie Vector: [1.4915526174836047, -0.5998483826331183] User Vector: [1.3594407628836769, -0.20221749792228857] Predicted: 2.1489772672618574 Movie Vector: [1.8118042218803205, -0.9602016303361968] User Vector: [1.922184029031942, -0.6790200191827559] Predicted: 4.134617268481195 Movie Vector: [1.2478592461288058, 0.4711748081298438] User Vector: [1.86262610380435, 0.1615836217600436] Predicted: 2.4004293376928447 Movie Vector: [2.0435665130519918, 0.04724117473252545] User Vector: [1.8015942276317087, -0.4577988622861119] Predicted: 3.6600506776503177 Movie Vector: [2.6197950519145237, 0.2503306959761639] User Vector: [0.6482716430435983, 0.03760219456492621] Predicted: 1.7077518262777862 Movie Vector: [0.7295554312502196, 0.15067236814429458] User Vector: [1.4178399087601798, -0.25404368734165383] Predicted: 0.9961154420954293 Movie Vector: [1.4242254181974192, 0.11954204011040886] User Vector: [0.561995882299029, -0.6088124048362878] Predicted: 0.7276301435739081 Movie Vector: [2.0711267962094544, 0.04023789614722758] User Vector: [1.089705080800558, 0.41422861291830876] Predicted: 2.273585080719441 Movie Vector: [-0.7415978192386644, -1.3629106571520817] User Vector: [-0.00500131903640165, -0.1689640712471953] Predicted: 0.2339919006693184 Movie Vector: [1.5019277230904342, -0.7565507026566625] User Vector: [0.980945991450438, -0.7542751759730618] Predicted: 2.0439573937927427 Movie Vector: [0.1004979347216026, -0.38405927015711516] User Vector: [-0.3751010091679961, 0.24733754230909405] Predicted: -0.13268915271505777 Movie Vector: [0.8719992709256666, 0.42150788180313403] User Vector: [1.368292920631317, -0.6685137243420513] Predicted: 0.9113666252995173 Movie Vector: [0.922539127367863, -0.9669067683180566] User Vector: [2.1397958493657834, -0.013246749166682448] Predicted: 1.986853767046762 Movie Vector: [1.3231983223111472, 0.5388978115210665] User Vector: [1.5851759671440901, -0.82811773363899] Predicted: 1.6512313459531731 Movie Vector: [1.626358156201502, 0.26141774398553924] User Vector: [1.5343888903258653, 0.40677980277514303] Predicted: 2.6018053449068033
avg loss: 13.874307586777471: 40%|██████████████████ | 28107/70000 [00:45<01:07, 623.74it/s]
Movie Vector: [0.4612365398345278, 0.008803560338734834] User Vector: [0.6965035992566129, -1.1303587790748997] Predicted: 0.3113017283874102 Movie Vector: [1.2618990975615927, 1.3562387832724339] User Vector: [0.01712404195964877, -1.6353071591803807] Predicted: -2.196258178748012 Movie Vector: [2.1868967249684097, -0.4095397519581911] User Vector: [1.1542760989215908, -0.6796353103328172] Predicted: 2.802620296856669 Movie Vector: [1.4417308452528526, 0.43382938834662393] User Vector: [1.2385812623108998, 0.6124726642792012] Predicted: 2.0514094515491115 Movie Vector: [1.1150715619527092, 0.7966126497382321] User Vector: [2.2092051925650074, -0.6595155667658205] Predicted: 1.938043441562566 Movie Vector: [0.8034678050093422, -0.48313838578044205] User Vector: [1.8328561349396926, -0.45707618004593226] Predicted: 1.693471943443984 Movie Vector: [0.15132694401744975, 0.495139924531244] User Vector: [1.9677566012524288, -0.13713174408056947] Predicted: 0.22987519162280245 Movie Vector: [0.04692921682073681, 0.6358561326191656] User Vector: [1.5525023607186639, 0.7540213671648646] Predicted: 0.5523068303385386 Movie Vector: [1.2087941949819414, -0.21385585734308488] User Vector: [1.419749211816285, -0.5812425945762956] Predicted: 1.840486738961145 Movie Vector: [-0.2069985034104101, -0.1849553879323536] User Vector: [1.5287307601132696, -0.5909611206462693] Predicted: -0.2071435361388363 Movie Vector: [0.9162126553740241, -0.660085132611729] User Vector: [0.44073611144605873, -0.7473163001940382] Predicted: 0.8971003821037036 Movie Vector: [1.365075679278387, 0.7745321673473089] User Vector: [-1.5074775573302435, 0.8618096402791965] Predicted: -1.390321662043255 Movie Vector: [2.68666502895744, 0.2542094062580369] User Vector: [1.1409523147131972, -0.39150175841777424] Predicted: 2.9658332540916303 Movie Vector: [1.0915902999671003, -0.2821844902191256] User Vector: [-0.8443238941423883, -0.5434073528495744] Predicted: -0.7683146460310982 Movie Vector: [1.9138414857426207, -0.19223188382401873] User Vector: [1.7425303085351107, -0.5393369591334323] Predicted: 3.438604554308521 Movie Vector: [-0.3008894129900162, 2.132146745605263] User Vector: [1.2510626924485937, -0.16329928352433623] Predicted: -0.7246095550706512 Movie Vector: [-1.5041442844341375, -0.2684123744773126] User Vector: [1.6430828739167256, -0.23288914805512076] Predicted: -2.4089233844339857 Movie Vector: [1.5948046663487878, 0.06970583813282545] User Vector: [1.4507974331807176, -0.24723709247592018] Predicted: 2.2965046476148956 Movie Vector: [0.16245304943387529, -0.951462214075294] User Vector: [1.4019543225922642, -0.6125191145144623] Predicted: 0.8105405477314851 Movie Vector: [0.9272423767876519, 1.4897867511617395] User Vector: [0.5881330235309674, -0.6564298143599901] Predicted: -0.4325985778949113 Movie Vector: [0.13274258952006357, 0.5169102303135296] User Vector: [1.250740438796028, -0.38280367937325366] Predicted: -0.03184861340644973 Movie Vector: [2.154726800312935, 0.20493032722874258] User Vector: [0.5669647526202248, -0.2519156345552692] Predicted: 1.170028993880144 Movie Vector: [1.6250493498819063, -0.5918310498135015] User Vector: [1.5567902934573818, -0.662085388854824] Predicted: 2.9217037450375116 Movie Vector: [1.1237494355003488, 0.2985090431875737] User Vector: [2.090343816696476, -0.6778087124020684] Predicted: 2.1466906538109667 Movie Vector: [1.211582017501614, -0.9272522941179486] User Vector: [1.2265504222885157, -1.0363553199104576] Predicted: 2.447029283112089 Movie Vector: [1.0608841253771204, -0.16171453360626908] User Vector: [0.5433139735824819, 0.39712769092166694] Predicted: 0.5121718503496873 Movie Vector: [1.6324150396206414, -0.8568858327208007] User Vector: [1.9380192488755583, -0.8740646830984619] Predicted: 3.9126254127674285 Movie Vector: [2.739762101371901, 0.23598989177962276] User Vector: [-0.15644110577634518, 0.6344309081452316] Predicted: -0.27889213134790225 Movie Vector: [0.7571157122804217, -0.31027832287350743] User Vector: [1.837029456000913, 0.5300224158496583] Predicted: 1.2263893987850503 Movie Vector: [2.097937975540069, -0.6070030713293915] User Vector: [1.2497096708340185, 0.7738186850811641] Predicted: 2.152103058346029 Movie Vector: [1.6606564654786442, -0.5992053667528944] User Vector: [0.4584421949623528, 0.016967194602666616] Predicted: 0.7511481610477937 Movie Vector: [1.6274839492928572, -0.31839736615533304] User Vector: [0.9681202882628896, -0.44312218139642345] Predicted: 1.716689165574254 Movie Vector: [1.1531485075743713, -0.7940189606124076] User Vector: [1.1641365463380355, -0.07621553872309697] Predicted: 1.4029389038619167 Movie Vector: [2.6573819225839856, -0.24297737385718635] User Vector: [0.756425277020445, -0.7156410061180516] Predicted: 2.183995429230793 Movie Vector: [1.3883085160637458, 0.7773783809393048] User Vector: [0.23543827172264875, 0.6362443313167544] Predicted: 0.8214635458007127 Movie Vector: [0.5917606436545203, 0.32324196524825144] User Vector: [1.8945755186655262, -0.2689660201647891] Predicted: 1.034194123434541 Movie Vector: [-0.857749126368091, -0.03942609260877775] User Vector: [0.20091543877162746, 0.40218340252948304] Predicted: -0.18819156215406585 Movie Vector: [-1.1855335929058397, 0.2721834237406773] User Vector: [1.733202692982143, -0.9000057797858025] Predicted: -2.2997366703736946 Movie Vector: [-0.06588454916230231, -0.6434689059732799] User Vector: [1.121875306416817, -0.3217666664117551] Predicted: 0.13313259603504962 Movie Vector: [1.4816932308041546, 0.05728692704683719] User Vector: [0.930128595537792, 0.16215211459866902] Predicted: 1.3874544401452262 Movie Vector: [1.4412869507387747, -0.44982931205110543] User Vector: [1.508250527007217, -0.3445399958627602] Predicted: 2.328805992333418 Movie Vector: [1.307070937093123, -0.424021850741732] User Vector: [2.0269689798966404, 0.2690656998025983] Predicted: 2.5353025080107763 Movie Vector: [0.19547449857362748, -0.4325416065087743] User Vector: [0.3889442143982616, -0.2095702707292127] Predicted: 0.16667653686030606 Movie Vector: [0.5055482019614002, -1.2338531649483624] User Vector: [0.7268955474278882, 0.12941392487164605] Predicted: 0.20780295622464648 Movie Vector: [1.3292107311792376, -0.43889974383065455] User Vector: [1.5106782199513857, -1.0476808165004092] Predicted: 2.467836543296451 Movie Vector: [0.18824436776077502, -0.4685200421744578] User Vector: [1.035367309466488, -0.5657877872940604] Predicted: 0.4599849825355001 Movie Vector: [0.5581658435906076, -0.2650918298681026] User Vector: [1.120753707351621, -0.2690752343319469] Predicted: 0.6968960847624628 Movie Vector: [0.9646037397383058, -0.7014488648124628] User Vector: [0.012569345266306094, 0.7805921880858793] Predicted: -0.5354210667643756 Movie Vector: [0.639869406697222, -0.24936438133980704] User Vector: [1.4593633990635866, -1.0322253663079322] Predicted: 1.1912022321870916 Movie Vector: [1.5704281693851827, -0.07741684989108726] User Vector: [1.7960415004895447, -0.49471197155986407] Predicted: 2.8588532081951863 Movie Vector: [1.316702078078323, 0.09223169034611375] User Vector: [-0.3371771653128469, 0.33927173273531835] Predicted: -0.41267026885115043 Movie Vector: [-0.7375049591064453, 0.3389263153076172] User Vector: [1.0762795639810838, -0.638501454110168] Predicted: -1.010166460981087 Movie Vector: [0.7951280025940104, -0.5824376226729067] User Vector: [-1.0687417704536144, -1.0006186696277262] Predicted: -0.2669885500894693 Movie Vector: [0.51485501892127, -0.23118750624983406] User Vector: [0.9656653088745397, 0.15037220223968517] Predicted: 0.4624134564271266 Movie Vector: [0.05656520529393144, -0.11823876592060721] User Vector: [1.3622878329136152, -0.50536478493987] Predicted: 0.1368117994492069 Movie Vector: [0.17207962291389506, 0.1770379129789832] User Vector: [1.1083971818096099, 0.5273889870011831] Predicted: 0.2841004146714112 Movie Vector: [2.685158014341218, -0.26925585879818553] User Vector: [1.6185233474247547, 0.3294101054461885] Predicted: 4.257295336897241 Movie Vector: [0.2826189018232226, 0.4440178301577177] User Vector: [0.4943897811650344, 0.6904903413709208] Predicted: 0.44631392014586335 Movie Vector: [1.421984226886031, 0.8683830419783627] User Vector: [0.9759154831184411, -0.17236990203514668] Predicted: 1.2380533238934908 Movie Vector: [0.5757869104612833, -1.1993475394512276] User Vector: [0.7342331692436501, -0.5114651183186442] Predicted: 1.0361862792475947 Movie Vector: [1.9003295106526947, 0.23402889345448058] User Vector: [1.7243261439265127, 0.006294664401081701] Predicted: 3.2782609906379707 Movie Vector: [1.9128237317455585, 1.5006756907700705] User Vector: [1.8498702981687387, -0.058700991642150174] Predicted: 3.450384655806924 Movie Vector: [0.7481286626083864, 0.20101533799805724] User Vector: [-1.124206683831418, -0.4586963000847624] Predicted: -0.9332562346702047 Movie Vector: [2.2389126862799134, 0.50383745153922] User Vector: [2.1587466000109816, 0.03915039876985509] Predicted: 4.852970586371164 Movie Vector: [0.5532777097976542, -0.3507575688468227] User Vector: [1.8579362000094684, -0.43409276085843207] Predicted: 1.180216007144104 Movie Vector: [3.005669003346261, 0.7328401728288734] User Vector: [0.7882261645861541, -0.31338944133212765] Predicted: 2.1394825781745315 Movie Vector: [-0.3133644994235358, -0.03341158280476984] User Vector: [0.17488383276284836, -0.11978540119643868] Predicted: -0.050800164860121934 Movie Vector: [-0.39055388284003956, 0.03698372931970542] User Vector: [1.3420829786564887, -0.7774431386881985] Predicted: -0.5529084650105242 Movie Vector: [0.4515849790274789, 0.28075260059544904] User Vector: [-0.28304422682128616, -1.8475332443093107] Predicted: -0.6465182842593256 Movie Vector: [-0.09630881740389173, 0.8136914493375631] User Vector: [1.4988564340641297, -0.6176541521059277] Predicted: -0.6469329928393664 Movie Vector: [0.2171961247027399, 0.4727833714977324] User Vector: [1.6129115764051252, -0.5537204433554018] Predicted: 0.08852832580659437 Movie Vector: [1.477004393442463, -1.0395885263379714] User Vector: [-0.424660036076106, -0.344530526414795] Predicted: -0.2690547567698411 Movie Vector: [0.7483012556973988, -0.7231074266658388] User Vector: [0.91071262429235, 0.7973234124659948] Predicted: 0.10493691932872817 Movie Vector: [0.45316548709091636, 0.7557839392527161] User Vector: [0.5347941907241284, -0.5130521440520193] Predicted: -0.14540630054079506 Movie Vector: [0.842987655386052, -0.14606896861910584] User Vector: [1.2839075031278, -0.378269473558573] Predicted: 1.1375716076570572 Movie Vector: [-0.04731990977307465, -0.40294076641313287] User Vector: [1.5344680040130392, 0.08971653871956738] Predicted: -0.10876133837116296 Movie Vector: [1.3523120224125562, -0.6152067531383303] User Vector: [0.2610993307282538, -0.021053998400109852] Predicted: 0.366040325984001 Movie Vector: [0.7265507775802623, -0.9769679238030586] User Vector: [1.520722981093064, -0.19835103690975406] Predicted: 1.2986650651112466 Movie Vector: [1.5696787009136357, -0.8137662216922351] User Vector: [-0.09205929490863088, 0.8520959903914775] Predicted: -0.8379104490591807 Movie Vector: [0.20096599960339173, -0.610866968332709] User Vector: [0.1600660767183481, -0.12136530154881572] Predicted: 0.10630589292820611 Movie Vector: [-0.6679145830179841, -0.3926321334107787] User Vector: [1.412344805802064, -0.2740640229563431] Predicted: -0.8357193500204118 Movie Vector: [2.0956616526749396, -1.2467701554404418] User Vector: [1.1870913676451433, 0.29001095639513763] Predicted: 2.1261648522111782 Movie Vector: [2.6526894111161785, -0.0243143725913986] User Vector: [0.8823133452434471, -0.2946526411013545] Predicted: 2.347667562314563 Movie Vector: [1.6757137233873505, -0.79582943677729] User Vector: [0.9035987709648706, 0.23698503285646244] Predicted: 1.325573195718971 Movie Vector: [2.253195652384692, 0.504096483247071] User Vector: [1.1159903878141115, -0.30192430223632716] Predicted: 2.3623457109617036 Movie Vector: [0.30754291800441935, 0.2414930118786352] User Vector: [1.4533150571688314, -1.2363274594893137] Predicted: 0.1483923116011262 Movie Vector: [2.032794164617971, 0.8821500419662917] User Vector: [1.048318537812187, 0.7563372824290675] Predicted: 2.7982187717609306 Movie Vector: [1.9563326155847505, 0.2342333331726902] User Vector: [1.2721106577322416, -0.7017021667309463] Predicted: 2.324309532946665 Movie Vector: [1.07315840666933, 0.9467647109398347] User Vector: [1.2206847412301092, -0.9281257319381793] Predicted: 0.4312714016297946 Movie Vector: [-0.019766892226807678, -1.3623754556999288] User Vector: [1.7258520055263635, 0.9328257163725382] Predicted: -1.3049735910243088 Movie Vector: [0.22454508800106743, -0.21853802839111475] User Vector: [1.0484127713651996, -0.59825654283599] Predicted: 0.36615774335110346 Movie Vector: [-0.6755347540894525, 0.08490006582043316] User Vector: [1.5576714352747993, 0.8240584992363323] Predicted: -0.9822985691554741 Movie Vector: [-0.40395554940435285, 1.5177566188761262] User Vector: [1.1381754133260964, -0.5977961934997831] Predicted: -1.367081403831919 Movie Vector: [0.5382158093253442, -0.22754979298951775] User Vector: [-0.6389941604043373, -3.073675585188601] Predicted: 0.35549748393041175 Movie Vector: [-0.01744085946596701, 0.6337954815598525] User Vector: [0.38629404937200307, -0.7550417325862251] Predicted: -0.48527933872990836 Movie Vector: [1.5797422781576902, -0.5776438933514987] User Vector: [1.4486816555694502, -0.1609544611282047] Predicted: 2.381518020472926 Movie Vector: [1.4194099268146012, 0.4886355456764009] User Vector: [1.5425093019340166, -1.0581913047174543] Predicted: 1.6723831297583684 Movie Vector: [0.5938952161567959, 0.15590395657355746] User Vector: [0.9835996429532885, 0.7188290726022124] Predicted: 0.6962234190822764 Movie Vector: [1.4194736267265897, 0.7057392890609737] User Vector: [1.5180575226426745, 0.269483085910376] Predicted: 2.3450274187095252 Movie Vector: [0.33775436181615914, -0.40179883839364566] User Vector: [0.20946742791784959, -1.25755574566311] Predicted: 0.5760329752603581
avg loss: 13.853621974825142: 40%|██████████████████▏ | 28240/70000 [00:45<01:05, 640.94it/s]
Movie Vector: [1.700761233698731, -0.7556220746902088] User Vector: [0.8868279477622156, 0.7537554237331083] Predicted: 0.9387283574243709 Movie Vector: [-0.21623177359655474, -1.9042372195763961] User Vector: [1.2470688470579616, -0.6487785094337623] Predicted: 0.9657722763287124 Movie Vector: [-0.6904512924121835, -0.019818074323738638] User Vector: [0.9100464134088803, 0.022851066396080068] Predicted: -0.6287955864254479 Movie Vector: [0.18431540865781654, -0.2984028514848648] User Vector: [2.184063306617911, -0.652913380417302] Predicted: 0.5973877353829675 Movie Vector: [2.249091529738658, -0.4461599206341326] User Vector: [1.180735296790901, -0.8549130009594728] Predicted: 3.0370096715330424 Movie Vector: [0.9400110056796072, 0.533594324588066] User Vector: [1.9927397129248063, -0.7164124051178675] Predicted: 1.4909236681687583 Movie Vector: [0.47250136074650956, -0.2601853443496216] User Vector: [0.5272531566127995, -0.20378635468894896] Predicted: 0.30215005682593854 Movie Vector: [0.9220477742600616, 0.45563596209331536] User Vector: [1.7535969100853415, 0.15010777547926965] Predicted: 1.6852946285916948 Movie Vector: [1.004809775485782, -1.2325693610017363] User Vector: [1.3545576895981517, -0.3905114083064143] Predicted: 1.842405204967784 Movie Vector: [0.7160466243953453, 1.035464305544679] User Vector: [1.5837083899120152, -0.36536993588861955] Predicted: 0.7556815196912725 Movie Vector: [1.550337793608085, 0.4875350183625783] User Vector: [1.9444376704381177, -0.8774338351657357] Predicted: 2.586755486856002 Movie Vector: [1.0884687849142063, 0.4970413614286117] User Vector: [2.354228906196323, 0.1618706011347993] Predicted: 2.642961060900721 Movie Vector: [1.3444637698075805, 0.15720049028669023] User Vector: [-0.01956753660027613, 1.2599574594778538] Predicted: 0.1717580863468362 Movie Vector: [0.43185595719566416, -0.264778719415691] User Vector: [1.137063979743293, 0.6981814644600306] Predicted: 0.3061842592852525 Movie Vector: [0.10925859333748847, -1.2832162743228075] User Vector: [0.8274224181330289, 0.15197706890316048] Predicted: -0.10461643863929625 Movie Vector: [1.5283437964839417, -0.06888923667567946] User Vector: [-0.5985338332276693, 1.919267967859895] Predicted: -1.0469823762812132 Movie Vector: [3.0716618863660656, 0.7066021796352175] User Vector: [2.14117537965091, -0.6321533604333518] Predicted: 6.130285863353157 Movie Vector: [0.7848308160145919, 0.5719531088496183] User Vector: [1.821943414784771, -0.31047775957301893] Predicted: 1.2523386171414916 Movie Vector: [0.9112283133861709, -0.5100116141750477] User Vector: [1.2037192976008408, -0.30847839808301347] Predicted: 1.2541906710876511 Movie Vector: [1.342438879760537, -0.5097263457429668] User Vector: [1.2187670745658477, 0.44440773673044315] Predicted: 1.4095939746056922 Movie Vector: [0.5141648389251743, -0.07709401090493069] User Vector: [-0.5942414857220456, -1.0653648380829646] Predicted: -0.22340482934403405 Movie Vector: [0.49092857162110237, -0.4550098184936121] User Vector: [0.4410331066549648, -0.316957225437077] Predicted: 0.3607344027041025 Movie Vector: [1.3174831509481544, -0.32978097899798503] User Vector: [0.5145183494402865, -1.2885770944189399] Predicted: 1.1028174719530892 Movie Vector: [0.9023629361244605, 0.3294459029173019] User Vector: [1.4785325394443878, -1.3505503400613823] Predicted: 0.8892396872318011 Movie Vector: [1.5977917984248113, 0.2646534272771301] User Vector: [0.6264978605440312, -0.043671389489285894] Predicted: 0.9894553604056504 Movie Vector: [0.6872426791317481, 0.9490545084774248] User Vector: [-0.24414806632192887, 1.1850061394231663] Predicted: 0.9568464479890658 Movie Vector: [2.7050664586118294, 0.28682972163098186] User Vector: [-1.4513032698334398, 0.030558490184118214] Predicted: -3.9171067132671373 Movie Vector: [-0.02259789533146541, -0.42357129517669145] User Vector: [1.5880860771305643, 0.8564462993702737] Predicted: -0.3986534712219053 Movie Vector: [-1.0189905909924815, -0.3983152019327571] User Vector: [1.0973216260152923, -0.0029136595493924056] Predicted: -1.1169998573103739 Movie Vector: [0.21793144091038338, 0.7189087153776362] User Vector: [1.058790608776066, -0.29952869173712976] Predicted: 0.015409975997466074 Movie Vector: [1.6047886264994904, -0.6166922959856397] User Vector: [-0.0636528120266965, 0.4759515328471545] Predicted: -0.3956649523545488 Movie Vector: [0.17286582560709943, -0.9486120661982834] User Vector: [1.9917541519939788, 0.17479672691714254] Predicted: 0.17849194160523965 Movie Vector: [2.1350018835173463, 0.15068023896023575] User Vector: [1.2807210350357758, 0.756017246538708] Predicted: 2.8482586814281787 Movie Vector: [1.7269573287376687, -0.36392772165439013] User Vector: [0.026044917476095872, 0.06389553368313224] Predicted: 0.021725105114517897 Movie Vector: [1.4215844245531828, 0.26267187708848316] User Vector: [1.7029546878810382, -0.21291932367156213] Predicted: 2.364965941594291 Movie Vector: [1.784475881688577, -0.3285797385009652] User Vector: [1.9202941844878025, -0.2549175156332693] Predicted: 3.510479388591414 Movie Vector: [0.08536383536611779, -0.09585962820458593] User Vector: [-0.11330219543439449, -0.13608090562709116] Predicted: 0.00337275506147495 Movie Vector: [1.0203532967333053, 0.49235791922406963] User Vector: [1.1732411868002965, 0.2751666556495899] Predicted: 1.3326009948304565 Movie Vector: [1.7471873920465264, -0.01995001160121615] User Vector: [1.3937018785092556, -0.6659624770986412] Predicted: 2.4483443095470236 Movie Vector: [0.7818462654140441, -0.3285328607137879] User Vector: [1.3118170051883828, -0.08247987052184141] Predicted: 1.0527365742270163 Movie Vector: [2.063982899763609, 0.5368212507077514] User Vector: [1.7410405446239199, -0.2934952367367552] Predicted: 3.435923431837099 Movie Vector: [0.5297506651955274, 0.14112706767410887] User Vector: [-0.7599114797496447, 1.1338689489880474] Predicted: -0.24254401198968498 Movie Vector: [0.9691891040395422, -0.03857534226367986] User Vector: [0.7791761294854219, 0.4833153263173167] Predicted: 0.7365249606910017 Movie Vector: [1.188466135823739, -0.2237746367877238] User Vector: [1.5830072243922844, -0.8964109122979913] Predicted: 2.0819445052665957 Movie Vector: [-0.4886763411365138, 0.20567335581307272] User Vector: [-0.4794984694638309, -0.529925901753079] Predicted: 0.12532791909231883 Movie Vector: [-0.7101643919597396, 0.1271660050313294] User Vector: [0.8484385444919162, 0.9614696070441369] Predicted: -0.48026459417746314 Movie Vector: [0.26423737961771865, -0.5896822232954015] User Vector: [1.557793115461716, -0.7497371081757856] Predicted: 0.8537338156522882 Movie Vector: [0.11441361506577162, 0.41520162295021606] User Vector: [-1.1512331484225997, -2.490280103178798] Predicted: -1.1656850867350481 Movie Vector: [0.002219234325547881, 0.1725093112940857] User Vector: [1.2561115985379936, -0.010481568881617567] Predicted: 0.0009794377471449677 Movie Vector: [2.606078402118211, -0.033934426917711] User Vector: [1.44086527572905, 0.33385950524141667] Predicted: 3.74367854445818 Movie Vector: [0.00837809619332762, 0.5833303267218407] User Vector: [0.9987697275146248, 0.1603594562829903] Predicted: 0.10191032287859461 Movie Vector: [1.6689708133542076, -0.2324170536309173] User Vector: [0.9148585505002511, 0.0040918077959596275] Predicted: 1.5259212132204947 Movie Vector: [2.6770850838427442, 0.3134780633026633] User Vector: [0.7085057039184559, -0.35503440852685025] Predicted: 1.7854345529867983 Movie Vector: [2.8664026824657083, 0.7672022111593239] User Vector: [2.1772014400065567, -0.27002917747675065] Predicted: 6.033569065865301 Movie Vector: [0.9731610512660844, 0.24969930405691307] User Vector: [1.095405526358337, 1.1082963660546647] Predicted: 1.3427468248862136 Movie Vector: [1.5491875939614337, 0.06905342230560876] User Vector: [1.6814985949835826, -0.3986111571898264] Predicted: 2.577431298038991 Movie Vector: [0.02362321515077842, -0.8856866818830347] User Vector: [2.0214815185450155, 0.011665937430116569] Predicted: 0.03742152742237614 Movie Vector: [1.580976607130483, 0.3777976687002501] User Vector: [1.813441094173924, 0.20087501289960297] Predicted: 2.9428980598716836 Movie Vector: [0.9221974409152216, -1.7701533508616354] User Vector: [1.113375604427992, -0.4047799678517454] Predicted: 1.7432747496353644 Movie Vector: [0.1268355771228377, -0.4372827489975488] User Vector: [0.7641855915542108, -0.650665344849511] Predicted: 0.3814506512069677 Movie Vector: [0.2644243591629248, 0.8460424624962567] User Vector: [1.0952068268362931, -1.1958662824405268] Predicted: -0.7221542910751804 Movie Vector: [0.11867863697619918, 0.30945243929725147] User Vector: [0.9215077297085703, 0.47765029131985226] Predicted: 0.25717332910481594 Movie Vector: [0.23280595588486175, -0.17984586092308458] User Vector: [1.4839886532752813, -0.7423080405790908] Predicted: 0.47898242557611515 Movie Vector: [0.8757689048985116, 1.0654518399653274] User Vector: [1.0095667159689485, -0.6078430300802807] Predicted: 0.23651966245697775 Movie Vector: [0.9592644783719295, 0.020871564794624195] User Vector: [1.4787171061148328, -0.4475015182196175] Predicted: 1.4091407365236808 Movie Vector: [2.4070462233964407, -0.00881775892129364] User Vector: [0.14979780702091908, -1.1126142735229052] Predicted: 0.3703810100990873 Movie Vector: [1.3467627212439444, -0.2703399064321512] User Vector: [1.62377106958706, 0.3220421486924665] Predicted: 2.099773500009529 Movie Vector: [1.0288542399528244, -0.19958780249511607] User Vector: [2.322735969184564, 0.14748958028729375] Predicted: 2.3603196289660033 Movie Vector: [0.8026012252486878, -0.7417226809808513] User Vector: [0.8642448949148461, -1.4176721767696923] Predicted: 1.7451636192791544 Movie Vector: [0.948998293494075, -0.9540194547200204] User Vector: [0.7309521102051458, 0.2389377851738767] Predicted: 0.4657210096869852 Movie Vector: [0.2905867831576414, 0.2378285049370512] User Vector: [-1.0815867194561861, -1.0536771791966677] Predicted: -0.5648892737274324 Movie Vector: [0.9378468975456824, 0.38895893686652977] User Vector: [0.8110268007891156, -0.6714240395205725] Predicted: 0.49946258834791957 Movie Vector: [-0.31560234662870573, -0.9564435329661783] User Vector: [1.5846299684370875, 0.7916655570004738] Predicted: -1.2572963388420872 Movie Vector: [0.7245027763506123, -1.011649872624496] User Vector: [1.8776468939638418, 1.2003285730147961] Predicted: 0.14604813968494557 Movie Vector: [2.465792005543104, -0.020103203218703986] User Vector: [0.4274526831456339, -0.7998537695501813] Predicted: 1.0700890317229674 Movie Vector: [2.667165655030746, 0.7919127453582235] User Vector: [1.1439995770855391, 0.3441103125386311] Predicted: 3.323741723680792 Movie Vector: [1.4145337324499538, -1.090271538368263] User Vector: [-0.7392311729099068, 0.1206478895980988] Predicted: -1.177206390352611 Movie Vector: [-1.042330024202913, -2.232868897025229] User Vector: [1.4228841177017162, -2.014877006619692] Predicted: 3.015841362570437 Movie Vector: [1.1008552993176068, 0.6790281683370633] User Vector: [1.2194353173475991, 0.19101820330890518] Predicted: 1.4721285719890347 Movie Vector: [0.10828969720968026, -0.6396917255653989] User Vector: [1.3271139819769429, -0.3241667771732164] Predicted: 0.35107957633192516 Movie Vector: [1.6568297212741112, 0.043536093264426944] User Vector: [0.6947284368309367, 0.468981012255944] Predicted: 1.17146432344462 Movie Vector: [1.8119938940980622, -0.2317773668110588] User Vector: [0.045252327802366654, -1.3515018030190473] Predicted: 0.3952444708157654 Movie Vector: [2.184779240060605, 0.5226061207654754] User Vector: [0.3993753322859379, 0.16664070865323152] Predicted: 0.9596343892814982 Movie Vector: [0.18699519925692107, -0.34534718106343504] User Vector: [-0.5089863748089165, -1.2228734003415405] Predicted: 0.3271378730289572 Movie Vector: [-0.0373168997435373, -0.22103503053172124] User Vector: [-0.5331249039810413, 1.654897826345401] Predicted: -0.3458958229804914 Movie Vector: [0.19775234838607048, 0.15479306507263735] User Vector: [1.064550426271542, 0.11103557965307015] Predicted: 0.2277048844772055 Movie Vector: [-0.10651815818755304, 0.906808964478013] User Vector: [1.3400222675544629, -0.40041893862479105] Predicted: -0.5058401869619416 Movie Vector: [1.3819323393009872, 0.4828057070692954] User Vector: [1.4335748603762286, 0.27382572170851566] Predicted: 2.1133080815460477 Movie Vector: [2.715808778457345, 0.2940734996732766] User Vector: [0.24329054657366656, 0.015609258618215494] Predicted: 0.6653208714096129 Movie Vector: [0.6702412311834651, -0.29658040304206634] User Vector: [0.9590500539940052, -1.2151536778118472] Predicted: 1.0031856564789976 Movie Vector: [0.7574939727783203, 0.11279106140136719] User Vector: [0.9456829448004301, -1.4929330246163564] Predicted: 0.5479596303979466 Movie Vector: [0.9011068407514709, -0.674405884096001] User Vector: [0.3331346115629695, -0.1567031494252881] Predicted: 0.405871403399265 Movie Vector: [1.2757529746965777, 0.9748247468432648] User Vector: [-0.3520142352632348, -0.18259140013008682] Predicted: -0.6270778231801818 Movie Vector: [1.5537795110698072, -0.6666041569616153] User Vector: [1.4935250571465695, 0.10394975944146545] Predicted: 2.2513152913048615 Movie Vector: [0.5642058360415028, -0.5761872733986637] User Vector: [1.5380256066854245, -0.6608467369076446] Predicted: 1.2485345027464092 Movie Vector: [0.68879859859549, 0.026038648940577946] User Vector: [-0.08637886189487404, 0.020385148412169957] Predicted: -0.058966837298356535 Movie Vector: [-0.10574189849020071, -0.9372369291657149] User Vector: [0.595859742009966, -0.5047488019309966] Predicted: 0.4100618767678659 Movie Vector: [-0.11758701726460419, 0.028135177076564544] User Vector: [-0.6171016427003836, 0.9610090195281784] Predicted: 0.09960130045082657 Movie Vector: [1.6237550203806614, -0.29828706399627514] User Vector: [1.9208611791725807, -0.34441523157659043] Predicted: 3.2217425913583737 Movie Vector: [1.4077158874290743, -0.5557628852264778] User Vector: [1.8131333066870143, -0.7254907309176909] Predicted: 2.955577383670004 Movie Vector: [2.085280654643696, -1.3908168587319214] User Vector: [1.3106434708392363, -1.1497118482625743] Predicted: 4.332098096123554 Movie Vector: [-0.6920785560092428, 0.2585724466599074] User Vector: [1.8715212397828904, -0.18177260326745412] Predicted: -1.3422411039321769 Movie Vector: [0.6882890944298212, -0.74618925868146] User Vector: [1.9866203547333678, -0.0754097715952789] Predicted: 1.4236390864992994 Movie Vector: [1.707050051272391, -0.5974883149476113] User Vector: [1.5288279904803377, 0.868307741138509] Predicted: 2.0909821704273126 Movie Vector: [2.702599493868306, 0.3866990465797523] User Vector: [0.10478706075316171, 0.09823446962880603] Predicted: 0.3211846331021692 Movie Vector: [1.1826287923511067, -0.22046911909515116] User Vector: [0.8835007989642198, 0.5775257456605557] Predicted: 0.9175268905197403 Movie Vector: [1.4410288474897592, 0.6478191027522564] User Vector: [1.7969086012499678, 0.05438203615940666] Predicted: 2.6246268525743037 Movie Vector: [-0.3835439868558158, -0.8693814005616725] User Vector: [2.09739101438621, -0.19549866604228858] Predicted: -0.6344788075614672 Movie Vector: [1.8183436754986957, 0.20509725166571885] User Vector: [0.3359608124683096, -0.968420669157511] Predicted: 0.41227180086667226 Movie Vector: [0.927865309540765, -0.4636156784170253] User Vector: [0.9255493149767371, -0.916743162112418] Predicted: 1.2838016046730507 Movie Vector: [0.4030826480379594, -0.435057275178223] User Vector: [0.16293481677817045, 0.6373211385596402] Predicted: -0.21159500055071512 Movie Vector: [-1.7251057199090778, -0.6060049922452877] User Vector: [-0.5591773035099455, -0.3740225657934192] Predicted: 1.191299506811545 Movie Vector: [1.0577830049449353, 0.4830935433813628] User Vector: [2.2233701269713495, -0.10084036148822427] Predicted: 2.3031278064653526 Movie Vector: [1.8816271120264156, -0.7578160873233867] User Vector: [1.2735497182878945, -0.09763127132046363] Predicted: 2.470332226476588 Movie Vector: [-0.8133798675803453, -0.19961721849393194] User Vector: [1.2458118099381221, -0.8554430485918723] Predicted: -0.842557083057621 Movie Vector: [0.7247543117352633, -0.3050870855687916] User Vector: [0.477162849699221, 1.0223682875157958] Predicted: 0.03391447150324528 Movie Vector: [-1.0673950384943613, 0.5167674203418624] User Vector: [1.3828763717284296, 0.3444882032646196] Predicted: -1.2980550978947494 Movie Vector: [1.6239788878001058, 0.06684382841778132] User Vector: [1.9754856531240184, 0.5806061368601908] Predicted: 3.2469569308160025 Movie Vector: [1.0710798896071132, -0.022140238591069956] User Vector: [0.6896354054521567, -0.4933474234090674] Predicted: 0.7495774436034192 Movie Vector: [2.7246620628229836, 0.4073819891523765] User Vector: [0.4964921802417789, 0.5705778776012154] Predicted: 1.58521655873657 Movie Vector: [0.36623599686675146, 0.7237534509005651] User Vector: [1.4030716142653576, -0.14979557943709212] Predicted: 0.40544026377867026 Movie Vector: [1.234821022265561, 0.015574940621506415] User Vector: [0.18330931851042484, -0.30855092867593376] Predicted: 0.22154853768100777 Movie Vector: [-1.2860766445522855, -0.3776896212479225] User Vector: [1.7942204482704214, -0.23703112302572588] Predicted: -2.217980818619165 Movie Vector: [0.07884749946527807, -0.6849797125161045] User Vector: [1.886310772701333, -0.25571190745817984] Predicted: 0.3238883564995654 Movie Vector: [-0.24861305323086627, 0.11029564245721013] User Vector: [-0.260954671139209, -0.36391088622672046] Predicted: 0.02473895255322653 Movie Vector: [0.36556356103169574, -0.36509240143394295] User Vector: [1.611003364313617, -0.5224059256372517] Predicted: 0.7796505606067542 Movie Vector: [1.0111694005594654, -0.4755650215066425] User Vector: [0.6720106699296662, -0.13077665787130166] Predicted: 0.7417094303954778
avg loss: 13.829415092471026: 41%|██████████████████▏ | 28374/70000 [00:45<01:03, 650.44it/s]
Movie Vector: [2.4197148812528324, -0.11105070652936858] User Vector: [1.7595127884362258, 0.31045596318103574] Predicted: 4.223042923876293 Movie Vector: [-0.09731158092440814, -0.2574469538801454] User Vector: [0.9185065620910885, 0.06342409819543497] Predicted: -0.10570966652953684 Movie Vector: [1.4945024186009954, 0.12243990265687205] User Vector: [0.8478960053125664, -0.48017045330966873] Predicted: 1.208390607099811 Movie Vector: [0.20144778157825227, 1.4216263197435646] User Vector: [2.113119838450194, 0.24111783144274634] Predicted: 0.7684627590032871 Movie Vector: [1.7060188671591894, 0.05075331242417831] User Vector: [0.39777621981752037, -0.20508218617518373] Predicted: 0.6682051356483681 Movie Vector: [1.2674042175389821, -1.60551511646795] User Vector: [1.6367173279829328, 0.42322788293256264] Predicted: 1.3948836806457452 Movie Vector: [1.2229156590245402, -0.5643216494467149] User Vector: [1.5162097211647638, -0.6629883269368163] Predicted: 2.2283352765985236 Movie Vector: [1.2026265396723181, -1.1159371092671555] User Vector: [1.443455109579766, -0.27260861267491016] Predicted: 2.04015149079601 Movie Vector: [-0.6083215933188407, 0.1258975929666888] User Vector: [-0.14374160083615478, 0.18884617413213622] Predicted: 0.1112163984110546 Movie Vector: [1.4444902519908431, 0.05391955490248164] User Vector: [1.8886474989152042, 0.2188466920847575] Predicted: 2.7399330178589896 Movie Vector: [0.1793534459754234, -0.45750029351585564] User Vector: [-0.24997914517703246, -0.8870750412228056] Predicted: 0.36100247062053187 Movie Vector: [1.2024570979322167, 0.9368058390222244] User Vector: [1.685713306370832, 0.021496950056780165] Predicted: 2.047136398658753 Movie Vector: [2.0368789587759553, 0.4405037498542846] User Vector: [1.0800810033903228, -0.010659852602669686] Predicted: 2.195298564535 Movie Vector: [0.8377648975785343, -0.3320487181256403] User Vector: [1.4464959476488028, 0.6262252265547574] Predicted: 1.0038862456943185 Movie Vector: [0.2282639593222462, 0.1706230908673841] User Vector: [0.7486072715065804, -0.24125748505008726] Predicted: 0.12971596197737817 Movie Vector: [1.4163254624535908, 1.0250593863328423] User Vector: [1.8971795754854195, -0.021585244258435318] Predicted: 2.6648975823734977 Movie Vector: [1.67292695021924, -0.19757528467350763] User Vector: [2.58287774763742, 0.587517564542262] Predicted: 4.204886843079086 Movie Vector: [1.4603402489483859, 0.9717506024092908] User Vector: [-0.3720197174979656, -0.10524650763822979] Predicted: -0.6455487240636111 Movie Vector: [0.518152868387358, 0.1790920246642222] User Vector: [1.2763334417951626, -0.18412782240012363] Predicted: 0.62836000937422 Movie Vector: [1.6290036862261348, -0.3815281687911759] User Vector: [-1.498952516840316, -0.413764716543093] Predicted: -2.2839362807977306 Movie Vector: [0.5602379982313639, -0.29409605555439966] User Vector: [0.43532964005914615, -0.1740030708264437] Predicted: 0.2950618229019261 Movie Vector: [0.7564182518621071, -0.40577003624673114] User Vector: [1.5103995090550142, -0.7627107965024429] Predicted: 1.451978943795348 Movie Vector: [0.4678534426015025, 0.556603712118878] User Vector: [0.9787208460463438, -0.28686726732323226] Predicted: 0.29822653129112753 Movie Vector: [0.7884430737805742, -0.16862765536103408] User Vector: [1.7860455311581085, 0.013895514578658494] Predicted: 1.4058520604549232 Movie Vector: [1.2761490317743007, -0.3598030163492055] User Vector: [0.6693708269128186, -0.009043898720159486] Predicted: 0.8574709547018265 Movie Vector: [-0.08177821620596003, -0.7682370810494403] User Vector: [1.2781986993847887, -0.8742471469428842] Predicted: 0.5671002666907363 Movie Vector: [1.8691304358038812, 0.01212244506041961] User Vector: [1.9925624405312035, 0.34203332954551013] Predicted: 3.7285053830827812 Movie Vector: [0.5703272548120872, -0.41143602578613847] User Vector: [1.3316326846717839, -0.16501444105381227] Predicted: 0.8273592992914098 Movie Vector: [0.5402179024900348, 0.46540904456335563] User Vector: [0.10002148277750589, 0.4469429298453396] Predicted: 0.2620446775836738 Movie Vector: [1.819334455146494, -0.4510098786821506] User Vector: [1.4080530858889984, 0.1993148757460647] Predicted: 2.47182651590342 Movie Vector: [0.7378775162425795, -0.3239505150636234] User Vector: [1.0851310356837547, -0.6339925153373466] Predicted: 1.0060759952980824 Movie Vector: [-1.5173757140257451, 0.4767219327625253] User Vector: [1.397117967768647, -0.8228450044834872] Predicted: -2.5122211348225054 Movie Vector: [1.7073787692064375, -0.36499753423545067] User Vector: [0.29369566922443296, -0.6038553536676858] Predicted: 0.7218554653652547 Movie Vector: [0.8814493198419882, 0.09138863648599643] User Vector: [1.7442059907084768, -1.2555817682526376] Predicted: 1.4226832783770231 Movie Vector: [0.3025124850144158, 0.037951557521455716] User Vector: [-0.6259358737372848, -1.0368063904494051] Predicted: -0.2287018339896891 Movie Vector: [2.0275710802001785, -0.31541330462935746] User Vector: [1.3485268828996921, -0.7705503558803759] Predicted: 2.9772759427714655 Movie Vector: [1.00764427398046, 0.384116729649535] User Vector: [0.2208942202605481, 0.6473968086400608] Predicted: 0.47125874112128585 Movie Vector: [0.30993543178473526, -0.522307239212066] User Vector: [0.8924214172219823, 0.4407108638938195] Predicted: 0.04640654266949498 Movie Vector: [-0.5175624039638779, -0.11017723619031794] User Vector: [0.712485572755895, -0.5837584902663341] Predicted: -0.3044388487649441 Movie Vector: [-0.08821949502132459, -0.12948172312127887] User Vector: [1.487449764595458, 0.7706073668615437] Predicted: -0.23100163681338362 Movie Vector: [1.7798189022617725, 0.11264606880446171] User Vector: [1.3534912638810594, 0.2572110105870666] Predicted: 2.437943144697542 Movie Vector: [-0.23409231939703884, -1.2109901401261238] User Vector: [1.0545075174908292, 0.8975296880187548] Predicted: -1.3337517132522299 Movie Vector: [1.7695879868487294, -0.5619694901263212] User Vector: [1.5952043664076505, -0.833225483915724] Predicted: 3.291101783719994 Movie Vector: [0.3888823891485911, 0.3214575567857826] User Vector: [0.8841691818919701, -0.6616891784405438] Predicted: 0.13113283721261562 Movie Vector: [2.1058147537712384, -0.27460034286748114] User Vector: [1.6454554379933917, -1.2896080486301384] Predicted: 3.819151150318098 Movie Vector: [2.622698012930365, -0.03008353597286317] User Vector: [1.3678334937418415, -0.9605030724520678] Predicted: 3.616309514788484 Movie Vector: [1.5687927093429708, 0.6240536766717928] User Vector: [1.6719139873876112, -0.6451783255097425] Predicted: 2.2202605679189142 Movie Vector: [0.03755334493639283, -0.7209593377871378] User Vector: [-0.09410828848586889, -0.15763477297604317] Predicted: 0.11011418051815049 Movie Vector: [1.2931422907156, 0.11651351755240215] User Vector: [2.025693916516445, -0.1462661966284123] Predicted: 2.6024684824245434 Movie Vector: [1.9075826408319616, -0.24685172396742583] User Vector: [1.036603817861604, -0.35095771929635156] Predicted: 2.0640419664209126 Movie Vector: [1.2359925480723777, -0.3045090187777941] User Vector: [1.497338293307368, -0.6401713260560397] Predicted: 2.045636914818323 Movie Vector: [-1.303150379758346, 1.9070590986128497] User Vector: [1.3859739260491066, -0.2922472900013339] Predicted: -2.363465301508051 Movie Vector: [1.0618669717525604, 0.163009337618537] User Vector: [0.9336154640801257, 0.37129011789342925] Predicted: 1.0518991818062409 Movie Vector: [0.7689835706478649, -0.5291316626112128] User Vector: [0.6707240007824429, -0.8319694312256296] Predicted: 0.9559971054270268 Movie Vector: [0.4766232404609289, 1.2417212029806963] User Vector: [-0.37857269480378786, 0.5727953056196815] Predicted: 0.5308155314083589 Movie Vector: [1.667241251583668, 0.3873532101639263] User Vector: [2.8324250277808094, -0.6052961524762525] Predicted: 4.487872440572633 Movie Vector: [2.226929021826257, 0.1728491998486562] User Vector: [1.1951190513754413, -0.09754904111709192] Predicted: 2.6445840263423426 Movie Vector: [1.1528483878023719, 0.20660476582654108] User Vector: [1.1614082793936606, -0.059102334412078676] Predicted: 1.3267168385182988 Movie Vector: [0.6649585250681579, -1.4863721114110726] User Vector: [1.6719405839958394, -0.5138794151533794] Predicted: 1.8755871760476837 Movie Vector: [1.3075361104795333, -0.21485303558364194] User Vector: [1.195052946816797, -0.5177852691603477] Predicted: 1.6738226187575331 Movie Vector: [0.9834787298631569, 0.4612976811995033] User Vector: [1.5691538939265526, 0.9720992982666501] Predicted: 1.9916566307447827 Movie Vector: [0.8618423468655866, -0.051941880644845895] User Vector: [1.483431398992892, -0.2888501813130804] Predicted: 1.2934874199641404 Movie Vector: [1.7190687682569683, -0.006513889687160435] User Vector: [0.9168738106189449, -0.6346549121957373] Predicted: 1.5803032043552399 Movie Vector: [2.045160301603913, -0.2270630666252126] User Vector: [1.376343123488783, 0.36890603942602274] Predicted: 2.7310773809361573 Movie Vector: [0.12063898537043055, 0.9729438459538621] User Vector: [2.003295840986236, 1.0248803271283062] Predicted: 1.2388265847720494 Movie Vector: [1.3088426821566792, -1.0730219923066495] User Vector: [0.34063071775953846, 0.31367488582789554] Predicted: 0.1092519713297398 Movie Vector: [0.27388560384471805, 0.38990174053432736] User Vector: [1.0475447642555928, 0.5469441897618835] Predicted: 0.5001619218758117 Movie Vector: [0.8326342357760272, -0.2669499310813549] User Vector: [0.5417788634223809, 0.6421523096000614] Predicted: 0.27968111511382954 Movie Vector: [1.5853738658716088, 1.2177762772645289] User Vector: [1.9552835732432425, 1.5063588562829366] Predicted: 4.93426355761658 Movie Vector: [0.8244166717544971, -0.01123759869643826] User Vector: [-0.07127724610022093, 1.3149928742531052] Predicted: -0.07353951221130264 Movie Vector: [2.2460434198839208, 0.17128902791439612] User Vector: [1.2094432280441838, -1.0583590534335467] Predicted: 2.5351767106247745 Movie Vector: [1.324122384577676, 0.755948755092319] User Vector: [1.5678313119875078, -1.2794857852269446] Predicted: 1.1087748489438178 Movie Vector: [1.98313939456919, 0.031692654239972126] User Vector: [1.5971311425419115, -0.8092367733374547] Predicted: 3.14168682581251 Movie Vector: [1.2336095378106695, 0.8179298179993988] User Vector: [1.3584515098871193, -0.6655599757606852] Predicted: 1.1314173894084338 Movie Vector: [0.5262684934968828, 0.5819020606930747] User Vector: [1.0880602289766592, -0.2029745416333241] Predicted: 0.45450051349275616 Movie Vector: [-0.6395747045103459, 0.4434068317370379] User Vector: [1.208705770865455, 0.3527655706220889] Predicted: -0.6166389722257746 Movie Vector: [0.255340294996628, -0.043565779130035565] User Vector: [0.9545063429986884, 0.5518682116509861] Predicted: 0.21968136257976312 Movie Vector: [0.7390090265563964, -0.1303799653517646] User Vector: [0.6328585966552541, -0.14026436317785118] Predicted: 0.48597587827326205 Movie Vector: [0.9126553381566999, 0.4190922719542356] User Vector: [1.1419960427970837, -0.4306881868060897] Predicted: 0.861750693900171 Movie Vector: [1.2392440420628736, -0.12878833486128993] User Vector: [0.3577725269642138, -0.4889499794282017] Predicted: 0.5063385261352008 Movie Vector: [0.9780806439961495, 0.4445631098209856] User Vector: [0.22844899044764005, -0.938649416646889] Predicted: -0.19384736799889699 Movie Vector: [-0.1485487442080045, -1.6580585148736486] User Vector: [0.367981955138417, 0.013264981470436449] Predicted: -0.07665737280371643 Movie Vector: [2.800955660234272, 0.49505998412965035] User Vector: [2.332816276084919, -0.5262289868289142] Predicted: 6.273600038918606 Movie Vector: [1.3351810345276853, 0.8978374875052201] User Vector: [0.4289661456534013, 0.9406064675490595] Predicted: 1.4172592096862702 Movie Vector: [0.6218174958408416, -0.3667713722013091] User Vector: [2.0074280644689177, 1.0582063816805436] Predicted: 0.8601340854475346 Movie Vector: [1.5986765028629144, -0.2039006256679639] User Vector: [2.1722879003801543, -0.5546018655063697] Predicted: 3.5858692911645367 Movie Vector: [0.8145583673050184, 0.170638116381757] User Vector: [1.0292662058446507, -1.4804874540014676] Predicted: 0.585769809677416 Movie Vector: [-0.9591251278824214, 1.8856784168598286] User Vector: [2.304141642526156, -0.06395170145942614] Predicted: -2.330552490710615 Movie Vector: [1.7474582734232864, -0.5049314929735536] User Vector: [1.634858143533758, -0.19451796658389536] Predicted: 2.955064636068886 Movie Vector: [2.5413852999992104, -0.16155413780748842] User Vector: [0.8983368148135806, 1.344448247670309] Predicted: 2.0658187981361813 Movie Vector: [0.4373245499857845, -0.47907600912622544] User Vector: [1.5372175310431482, -0.6020246997710407] Predicted: 0.9606785555554278 Movie Vector: [1.933557973997611, -0.7598051443522902] User Vector: [1.4265285757775599, 0.2713639612292779] Predicted: 2.5520919690963355 Movie Vector: [0.5786418241733342, 1.4890164677517013] User Vector: [1.848348860979286, -0.29123453321984616] Predicted: 0.6358789406834278 Movie Vector: [2.2018580360811, -0.5426558981593633] User Vector: [1.5504196480721644, -0.6532488735542286] Predicted: 3.768293315605888 Movie Vector: [0.6246981151608209, 0.8666354306020418] User Vector: [1.79087929375932, -0.5441932738177296] Predicted: 0.6471417471062264 Movie Vector: [0.26648356712241883, -0.6783328654181945] User Vector: [0.7466789889647354, -1.094099059592147] Predicted: 0.9411410306191769 Movie Vector: [2.325766347226653, 0.10152512336482011] User Vector: [1.1681188445384385, -0.7424856946130605] Predicted: 2.6413905464465777 Movie Vector: [0.7895473683551967, 0.09653103042679732] User Vector: [0.0632218337076712, -0.5693045697144986] Predicted: -0.0050389243147433566 Movie Vector: [2.3372349747230587, -0.884895454780254] User Vector: [1.1513382618312207, -0.6630594872117874] Predicted: 3.2776863797714197 Movie Vector: [2.3002581799466717, -0.4832072034563412] User Vector: [2.10701823637576, -0.13893878754327446] Predicted: 4.913822156500552 Movie Vector: [0.9505910157995828, -0.17777145995715055] User Vector: [0.19271836470097695, -0.4334195201636203] Predicted: 0.26024596693775054 Movie Vector: [1.374622736527803, 0.48140950704508145] User Vector: [1.044449865882943, -1.477306698327338] Predicted: 0.7245350434099475 Movie Vector: [0.7148143230134616, -0.5035638553861692] User Vector: [0.23932775571601406, 0.5548683115304183] Predicted: -0.10833671850539775 Movie Vector: [1.3489373246743432, -0.5673014665020997] User Vector: [1.1088328242963117, -0.6181087884685876] Predicted: 1.8464000056734287 Movie Vector: [0.5187338353787326, -0.3983753499021863] User Vector: [1.2070271857110684, -0.5845437072275614] Predicted: 0.8589936453502012 Movie Vector: [0.597590158466678, -0.7281528198838713] User Vector: [1.3511562113617401, -0.670397034823721] Predicted: 1.295589145809577 Movie Vector: [0.3908905042307234, -0.7272808609335969] User Vector: [1.5402402683186183, -1.0637440016035005] Predicted: 1.3757059484186729 Movie Vector: [0.4773792943940356, 0.17572371382854904] User Vector: [1.5568953293018235, 0.9506157961796234] Predicted: 0.9102753318762407 Movie Vector: [2.069260990353028, 0.13434868363132668] User Vector: [1.8527077556526546, 0.11122225956025175] Predicted: 3.848678449458969 Movie Vector: [0.7482903293016926, -0.4259515657862401] User Vector: [-0.09616004340859177, -0.14861423056459133] Predicted: -0.008653166340775217 Movie Vector: [2.6664182813933914, -0.2730698645808015] User Vector: [-1.0387675138425843, -1.2508343096222134] Predicted: -2.4282235334858715 Movie Vector: [-0.13331582482739932, -0.42162138742295685] User Vector: [2.131494458676825, -0.2783128382439622] Predicted: -0.16681929687549163 Movie Vector: [0.6749310094260876, 0.49590839132451553] User Vector: [0.8131667752912667, -0.08114171973400591] Predicted: 0.5085926127764957 Movie Vector: [0.9368551377353471, -0.9825708505688473] User Vector: [0.32860786380026, 0.8860402535584766] Predicted: -0.5627393600756787 Movie Vector: [0.4302042646197865, -0.3643743390763081] User Vector: [-0.08254122655515833, -0.2538482168180186] Predicted: 0.056986188557787816 Movie Vector: [-0.011471728873378217, -1.0100080365613835] User Vector: [1.8780857400464495, -0.005789514233072984] Predicted: -0.015697434507580522 Movie Vector: [1.1097016718422106, -0.49473989730463314] User Vector: [0.8335090116116017, 0.802057787453307] Predicted: 0.5281363562839125
avg loss: 13.798464323454507: 41%|██████████████████▎ | 28531/70000 [00:46<00:57, 724.41it/s]
Movie Vector: [0.08036466240733461, -1.1212008030042013] User Vector: [1.1720250392822755, -0.11013353605100792] Predicted: 0.2176712056729454 Movie Vector: [0.6357629823521462, -0.6212935132579575] User Vector: [1.202788815082163, -0.3724629753116429] Predicted: 0.9960974347063226 Movie Vector: [0.9468817607700605, 0.4577617496388219] User Vector: [-0.526906665668825, -0.38430939655123697] Predicted: -0.6748404531179127 Movie Vector: [0.4509258121392558, 1.0998240518479385] User Vector: [1.573377983199274, -0.6589070385060523] Predicted: -0.015205064004695013 Movie Vector: [0.9994650944466474, -0.9375225796497312] User Vector: [1.0421461194446935, -0.31983854202530737] Predicted: 1.3414445246889728 Movie Vector: [1.4720545382963792, 0.2902509030008346] User Vector: [1.2565109629045081, 0.020562503855413167] Predicted: 1.8556209506747263 Movie Vector: [0.7046506581166605, -1.2787411826991262] User Vector: [0.9192074353392073, -0.003227899795461689] Predicted: 0.651847772659583 Movie Vector: [1.731619951597722, -0.352488991764779] User Vector: [1.722089088128243, -0.7380249121564075] Predicted: 3.242149480614895 Movie Vector: [1.4592769734974025, -1.5559000125594482] User Vector: [1.4931248809730318, 0.35594039367225977] Predicted: 1.625075094374911 Movie Vector: [-0.825583925074886, -0.6544408523292141] User Vector: [2.0124270263029493, -0.1190683423518161] Predicted: -1.5835042158478205 Movie Vector: [1.8140521592173078, 0.11915159333364973] User Vector: [0.7563261866322335, -0.46523126643420887] Predicted: 1.316582105268528 Movie Vector: [1.067251667403791, 0.9447951362997047] User Vector: [0.7623944667252882, 0.9514066042098128] Predicted: 1.7125510981328373 Movie Vector: [1.5325290876823814, 0.7258087093846185] User Vector: [1.2454991305250367, 0.02511414613336874] Predicted: 1.9269917122050908 Movie Vector: [1.419342282123323, 0.2806367271823729] User Vector: [1.286251867344964, 0.6641098412160469] Predicted: 2.012005273111264 Movie Vector: [1.5285703885854671, 0.2636605226222688] User Vector: [0.32635091920441345, -0.4718043027143451] Predicted: 0.3744541823544153 Movie Vector: [0.9104202103976081, -0.3987856659900383] User Vector: [0.8144695910868678, -0.4081206396440253] Predicted: 0.9042622375644831 Movie Vector: [-1.2925188376919825, 0.2737006634186591] User Vector: [1.3980388890081152, 0.5690141859099127] Predicted: -1.6512520396907884 Movie Vector: [0.7834407466450892, -0.8689027845786542] User Vector: [1.3232176637717836, -0.25735820969439477] Predicted: 1.2602818995169736 Movie Vector: [0.7641324779377613, 0.380813113385335] User Vector: [1.2869057001985729, -0.04172413270171428] Predicted: 0.9674773446875226 Movie Vector: [1.0739294111561513, 0.3582699613017034] User Vector: [1.8800950302799808, -0.4854817035758922] Predicted: 1.8451558376333663 Movie Vector: [-1.6126348127051384, -0.092298358397045] User Vector: [2.362848723266175, -0.5497518670328113] Predicted: -3.7596709134420845 Movie Vector: [-0.45926766232092153, 1.428333845251678] User Vector: [1.5202759522257145, 0.4722825012383285] Predicted: -0.023636501622594674 Movie Vector: [2.2214484662800524, 0.5379064794731571] User Vector: [1.4964695675659214, 0.5808998130506307] Predicted: 3.6367997990687693 Movie Vector: [2.5791497214395585, -0.10503601521413247] User Vector: [1.3173378017002964, -0.4844049164306665] Predicted: 3.4484913864691316 Movie Vector: [1.3658287540832643, 0.9450127594983786] User Vector: [1.5864017914468724, -1.1496309492764647] Predicted: 1.0803372665068478 Movie Vector: [2.234013289122376, 0.11770211678268402] User Vector: [1.0641696342113636, -0.9543832302182189] Predicted: 2.265036178290104 Movie Vector: [-0.35984712007171327, -0.27755567428887] User Vector: [0.7678186012875112, -0.22689737109855643] Predicted: -0.21332065958117016 Movie Vector: [1.2139767569915958, 0.5377694855874008] User Vector: [1.3657414258190477, -1.1428814778427192] Predicted: 1.0433715625780382 Movie Vector: [0.846129668999049, 0.5615071584515053] User Vector: [-1.2377870977023493, 1.0148296811306357] Predicted: -0.47749425670627166 Movie Vector: [1.7903488265416654, -0.3776580570996386] User Vector: [1.9509427565546515, 0.12362858070742698] Predicted: 3.44617874525563 Movie Vector: [2.0818769478158416, 0.13510604824603673] User Vector: [0.6204040401256679, -0.5997862066698122] Predicted: 1.2105701252938035 Movie Vector: [1.0772456663082086, -0.9613937280788518] User Vector: [0.6295283420819182, -0.935308175456048] Predicted: 1.5773560920302567 Movie Vector: [1.4418177072255913, -0.12386326701572198] User Vector: [2.0346618022464305, -0.3376873384636163] Predicted: 2.975438471666385 Movie Vector: [1.2747385662693984, 0.9377276037784275] User Vector: [0.6941763545060873, -0.3263355739347298] Predicted: 0.5788794951077354 Movie Vector: [0.6741012912831101, 0.31155236191903046] User Vector: [1.092646128415915, -0.24364744385538126] Predicted: 0.6606452294719809 Movie Vector: [1.432631841521791, -0.2690537527494024] User Vector: [1.8467170744422254, -0.6998902689764662] Predicted: 2.833973786508807 Movie Vector: [-1.0154341996278091, 0.7526712567514902] User Vector: [0.47388317228162674, -0.14874573496993565] Predicted: -0.5931538190391263 Movie Vector: [0.9681880485731912, 0.8480724875715111] User Vector: [1.000435694794539, -0.983271151110955] Predicted: 0.1347246719861186 Movie Vector: [1.5247065284913544, 0.10533506781038365] User Vector: [1.0429300793413632, -0.6784958557991341] Predicted: 1.5186928937521165 Movie Vector: [0.45973358306080897, -1.0345637664751144] User Vector: [0.5321713060312302, -0.9730666797005221] Predicted: 1.2513565505062936 Movie Vector: [0.9238474225956761, -0.707352087574269] User Vector: [0.5417689468218774, 0.8422750351435337] Predicted: -0.0952731592567041 Movie Vector: [0.6691341476958516, 0.030679399481153734] User Vector: [1.3670304559515576, -0.5152783332478633] Predicted: 0.8989183291877226 Movie Vector: [-0.16911942266746824, -0.6013708482637009] User Vector: [0.8000548025223606, 0.09217470930840847] Predicted: -0.19073598943017459 Movie Vector: [-0.5418987013835743, -0.38603114922892584] User Vector: [1.9866675855853049, 0.7367430067122677] Predicted: -1.3609783342770287 Movie Vector: [1.9692919703184322, -0.7645365407476032] User Vector: [0.35410013711880417, -0.141679893304919] Predicted: 0.8056460122375492 Movie Vector: [1.299636311210056, -0.9572246882577844] User Vector: [0.7601511482441102, 0.9240119925687468] Predicted: 0.10343294273299097 Movie Vector: [-0.04013762104366868, -0.8732549812420152] User Vector: [1.5850743191299634, -0.9511882473236786] Predicted: 0.7670087627269746 Movie Vector: [2.3746582035835533, -0.9064476152188223] User Vector: [0.6678014524951812, 0.32466420355502823] Predicted: 1.291509104473321 Movie Vector: [1.2498005677429516, -1.0966268825228707] User Vector: [0.9998623488487564, 0.23643391820308934] Predicted: 0.9903487406142555 Movie Vector: [2.1363857581829375, -0.4668004425208281] User Vector: [0.8593607722766394, -0.42778404274447296] Predicted: 2.035615895489372 Movie Vector: [1.4929313718657042, -0.5898602369553475] User Vector: [1.4898580606130951, 0.45153424077772025] Predicted: 1.9579137440576866 Movie Vector: [1.7452576088833347, 0.10322992188011165] User Vector: [1.5371493874886228, -0.588165467697343] Predicted: 2.6220053892219 Movie Vector: [0.24903066332802884, 0.2642960420969353] User Vector: [0.9729909997587367, 0.0818430890926555] Predicted: 0.26393539860229587 Movie Vector: [1.3143331801308615, 0.718540854964372] User Vector: [1.0396551712294204, -0.5712377112117154] Predicted: 0.9559956540395025 Movie Vector: [1.2028962755645825, -1.1553359186781704] User Vector: [0.9325652288382087, -0.5202813760158944] Predicted: 1.7228790020209797 Movie Vector: [1.6126335331682542, -0.3372728828620717] User Vector: [0.6098968963601213, -0.8691881369207641] Predicted: 1.2766937755343541 Movie Vector: [1.3766764986440814, 0.2865740296789085] User Vector: [1.084155361788012, -0.06722917641962692] Predicted: 1.473265071453961 Movie Vector: [1.7757931710022143, -0.7653043007710223] User Vector: [0.7345589707226999, 0.1961025217504204] Predicted: 1.1543467006201464 Movie Vector: [1.8866583408289672, -0.9866441792892314] User Vector: [0.9098148036482289, -0.9323850068938001] Predicted: 2.636441927820918 Movie Vector: [1.031291965946675, 1.1102885622769785] User Vector: [1.9863573899780516, -0.7261152556346685] Predicted: 1.2423169545571744 Movie Vector: [1.7504428845707927, -0.5966094293709899] User Vector: [1.4366132864666643, 0.8392728827150386] Predicted: 2.0139913895322694 Movie Vector: [0.7639065899209905, 0.3506727730480252] User Vector: [0.4993391966963784, -0.37099735465426886] Predicted: 0.251349831812123 Movie Vector: [0.30485564339879684, 0.18810552453571022] User Vector: [0.9408525815161113, 0.7681982082224438] Predicted: 0.4313265459865886 Movie Vector: [1.0520239718110356, -0.39815127908160264] User Vector: [1.3358066387907663, -0.294133657368748] Predicted: 1.5224102976145282 Movie Vector: [0.5770123066143727, -0.6706687642324587] User Vector: [-0.11467254005038849, 0.3290466746015618] Predicted: -0.2868487934696331 Movie Vector: [1.3394723017167331, -0.2717858136868049] User Vector: [1.6447510737368896, 0.9829555685044756] Predicted: 1.935945127485455 Movie Vector: [1.6626577842156203, -0.10282110395567105] User Vector: [1.4565316504705745, 0.7593615440215877] Predicted: 2.3436352943535432 Movie Vector: [0.17078414301566658, -0.1606103026129307] User Vector: [0.16814817254887857, -0.14593207098998467] Predicted: 0.05215523563104378 Movie Vector: [1.2659193080207305, 0.005000304147641327] User Vector: [1.135342616305237, -0.4758371884072027] Predicted: 1.4348728085327767 Movie Vector: [-0.0781743634802749, -0.014185266691885426] User Vector: [1.3298174522758692, -2.2142434814923115] Predicted: -0.07254799857088962 Movie Vector: [1.8405758696197427, 0.06675792386713927] User Vector: [2.505310816871453, 1.5134376587592322] Predicted: 4.712248591432033 Movie Vector: [0.9104542000671194, 1.0445684108852784] User Vector: [1.7806707552921943, -0.3941906615097399] Predicted: 1.2094600552134225 Movie Vector: [0.24889474170779557, 0.27119208136907325] User Vector: [1.1460985027913189, -0.20609684393912037] Predicted: 0.22936605875248942 Movie Vector: [-0.14599147156900139, 0.4375556764932717] User Vector: [1.5272589449131266, -1.0713321729187721] Predicted: -0.6917342545052678 Movie Vector: [1.7026934156110451, 0.5723824578732747] User Vector: [0.5539444716354348, -0.236269740004477] Predicted: 0.8079609499629521 Movie Vector: [0.3145717365345225, -1.181664902369384] User Vector: [1.4564148055270223, 0.6393731224627647] Predicted: -0.2973778438433467 Movie Vector: [0.9301715936388824, 1.0342047498173266] User Vector: [1.0192756826760896, -1.241803397937921] Predicted: -0.3361776863745156 Movie Vector: [2.135564381082359, -0.40624034506817513] User Vector: [1.1040569441709416, -0.6353641859058816] Predicted: 2.615895250784463 Movie Vector: [2.503817708302063, -0.23206127051153158] User Vector: [1.0105997898665202, 0.9730281405761502] Predicted: 2.3045555033285625 Movie Vector: [0.020021767124384915, -0.03882574256439139] User Vector: [1.0725633848676377, 0.538822420963043] Predicted: 0.0005544337137286352 Movie Vector: [-0.09403170496102184, -0.36817406637915984] User Vector: [-0.071092536189517, -1.0119156206567501] Predicted: 0.3792460412776905 Movie Vector: [0.6524069551725127, -0.3309363716432632] User Vector: [1.8993541221893673, -0.3690246928115713] Predicted: 1.3612755325377568 Movie Vector: [0.7015933182029349, -0.9413872413533093] User Vector: [1.5414312557362007, -0.8748793166118907] Predicted: 1.9050580958760142 Movie Vector: [1.7369119591390825, -0.2391932044815136] User Vector: [0.20625857614538384, 0.37826729777995094] Predicted: 0.26777402047536686 Movie Vector: [0.554891033816213, -0.6071929639319682] User Vector: [0.5590675587802071, -0.3871237927153033] Predicted: 0.5452804187720455 Movie Vector: [1.5883443183505896, -0.25111742235719503] User Vector: [1.708888315052688, 0.9699417926344558] Predicted: 2.4707337631067676 Movie Vector: [-0.946884846548658, 0.27369893723849] User Vector: [1.1551303665380808, -1.2900777272484145] Predicted: -1.4468683427660434 Movie Vector: [-0.08750821594992214, 0.2020600142210126] User Vector: [0.4340137869819258, 0.7474359798302445] Predicted: 0.11304715251733782 Movie Vector: [1.5041451878270315, -0.21564417168364622] User Vector: [1.3993202892533572, -0.3729179504188997] Predicted: 2.1851984618332136 Movie Vector: [1.2894043221571834, -0.33548736687551856] User Vector: [1.4131171860333454, -0.9610224969452116] Predicted: 2.144490314394277 Movie Vector: [2.089487393916068, 0.9230528796371189] User Vector: [1.6413677928218724, -0.49177815061886304] Predicted: 2.975680073809784 Movie Vector: [1.1363261734149348, -1.2704848031900542] User Vector: [1.6516549659418922, -0.851152546527669] Predicted: 2.958195142810444 Movie Vector: [1.8189038162274052, -0.07561915026927088] User Vector: [1.7852954214477474, 0.23501296954293546] Predicted: 3.2295091741055266 Movie Vector: [1.317837264532681, -1.1767258138193002] User Vector: [-0.32707325457172964, -0.903559303155898] Predicted: 0.6322122332335145 Movie Vector: [1.4104075401633691, 0.40447287956322764] User Vector: [1.37740100624418, -0.8434225126663336] Predicted: 1.6015552326487985 Movie Vector: [0.72174650339912, -0.21873474458609013] User Vector: [0.7076323932070737, -0.5965884370527721] Predicted: 0.6412258248909095 Movie Vector: [2.56306582456196, -0.8268597134942958] User Vector: [1.4954003776852793, -0.3208094883562072] Predicted: 4.098074043710652 Movie Vector: [0.48178848795372065, -1.038527133367432] User Vector: [1.0783548990249407, 0.590805294559041] Predicted: -0.09402835265798881 Movie Vector: [0.2912688297013353, 0.1503181898169644] User Vector: [0.9619570970462399, 0.09810193986708106] Predicted: 0.2949346238979044 Movie Vector: [0.7439256833500132, -0.4326970754262424] User Vector: [0.8817302790421526, -0.5828271085444175] Predicted: 0.9081293857131338 Movie Vector: [0.652431780451222, 0.7203150558965132] User Vector: [-0.15003574131773084, 1.3149714763567943] Predicted: 0.8493056666550187 Movie Vector: [0.22345609066234207, -0.3667329835687907] User Vector: [0.7571791526595093, 0.6466399217065364] Predicted: -0.06794789439780866 Movie Vector: [1.7059448524780045, -0.18436895677195436] User Vector: [1.7055865391800769, -0.5890877289989855] Predicted: 3.018246067012729 Movie Vector: [0.36392757541227894, -0.794762467533354] User Vector: [0.39221780151149704, -0.5522098296484962] Predicted: 0.5816145203452254 Movie Vector: [2.1865233321666624, 0.5161640446886192] User Vector: [1.182087080424079, -0.2505132535799621] Predicted: 2.4553550477840798 Movie Vector: [1.3531531730707358, -1.0322180147033835] User Vector: [-1.4152266019764024, 0.9384020514506156] Predicted: -2.883653869620421 Movie Vector: [0.9296020907180076, -0.4932231788644592] User Vector: [0.9414964402568705, 0.5297704992627419] Predicted: 0.6139219695513674 Movie Vector: [1.2701115252340183, 0.6085311467912492] User Vector: [1.225165755269339, 0.3682095022063335] Predicted: 1.7801640967266832 Movie Vector: [2.402054771790958, -0.11416673178869138] User Vector: [1.866256474317285, 0.07902007434999252] Predicted: 4.473828805885366 Movie Vector: [0.007275351578118844, -2.1096166006719543] User Vector: [1.0413110809143316, 0.4768113946588984] Predicted: -0.9983133293461162 Movie Vector: [0.8037866165910018, -0.03169158847771218] User Vector: [0.3400942944906975, 0.38318879770766856] Predicted: 0.2612193806043608 Movie Vector: [0.9233357919420374, -0.15944441968432782] User Vector: [0.4219972496665737, -0.4177329305360188] Predicted: 0.4562503494105966 Movie Vector: [0.7872487755136021, -0.4613338061125668] User Vector: [0.9572297580929019, 0.21418447346588593] Predicted: 0.6547674165895853 Movie Vector: [0.5433087293759365, -0.4926538620345818] User Vector: [-1.7538885391716375, 1.3871011445844936] Predicted: -1.6362636895964995 Movie Vector: [1.7340961168008813, -0.13198510674239425] User Vector: [0.40108474299122754, -0.09478528604707795] Predicted: 0.7080297414256991 Movie Vector: [1.9978896078292183, -0.2774264976927523] User Vector: [0.883611363585157, -0.584416255623446] Predicted: 1.927490515658915 Movie Vector: [1.277431910900315, -0.3333387096104017] User Vector: [1.5930946518557196, -0.781566469317413] Predicted: 2.295596303722148 Movie Vector: [0.37002879228380764, -0.5955611616151519] User Vector: [-0.6088624676815904, 0.2872517247988072] Predicted: -0.39637261448029126 Movie Vector: [1.1246543604947998, -0.766404177252905] User Vector: [1.2620659550913573, -0.769865879645268] Predicted: 2.009416405710145 Movie Vector: [-1.4787116032598886, 0.08259521380302076] User Vector: [0.9406807477645853, -0.9485266174025099] Predicted: -1.4693392954448972 Movie Vector: [0.6100606929291337, 0.039146702639006326] User Vector: [1.1300926101365905, 0.08221508921117371] Predicted: 0.6926435304638109 Movie Vector: [1.5028697920556944, 0.8457020934215412] User Vector: [-0.4875697779645133, 0.13274725834513182] Predicted: -0.620489256543721 Movie Vector: [0.8888741207748095, 1.0847719008788481] User Vector: [1.6310785522181603, -0.5424552394710008] Predicted: 0.8613833127549183 Movie Vector: [-0.1722809548122159, -1.4967497135831553] User Vector: [0.17879270572471145, 0.107233836462686] Predicted: -0.19130479206766102 Movie Vector: [0.8779412039293486, -0.37475532351414664] User Vector: [0.6371778417492908, -0.25157890895264373] Predicted: 0.6536852169163604 Movie Vector: [2.18801092988551, 0.2977167888812614] User Vector: [1.5986562424464186, 0.8438670022323166] Predicted: 3.7491107057499256 Movie Vector: [1.1880364365178253, 0.204814098531165] User Vector: [-1.0954757575554066, -0.18692904127962706] Predicted: -1.3397508183767723 Movie Vector: [2.446243439683664, -0.11229571787910206] User Vector: [-0.5991647840362592, -3.090514864508208] Predicted: -1.1186513369121933 Movie Vector: [1.9728323958486953, -0.2859757107425643] User Vector: [1.7204692363427883, -0.1676021229410699] Predicted: 3.4421275817481534 Movie Vector: [0.6513766135136142, 1.2688770920833423] User Vector: [0.670449152690277, 0.7437498782569563] Predicted: 1.3804420813724914 Movie Vector: [1.3386818977201658, -0.8955980422666278] User Vector: [1.7975558884386666, -0.5951989433848839] Predicted: 2.9394145364478 Movie Vector: [2.33519465193759, -0.6850896109095203] User Vector: [1.6356431017221917, -0.6908030030611227] Predicted: 4.292806984202547 Movie Vector: [1.2002387458623194, -0.18870519285730575] User Vector: [1.5994266794535559, -0.35436896905767873] Predicted: 1.9865651364947436 Movie Vector: [1.8004654407304168, -0.07804634373374576] User Vector: [1.3438088756613822, 0.4191653469352406] Predicted: 2.3867671168269338 Movie Vector: [1.0818496597206397, -0.3302950938208108] User Vector: [1.462385616281649, 0.07453557858691813] Predicted: 1.5574626454323055 Movie Vector: [-0.44783203501149016, 0.5270265698024702] User Vector: [1.5874338088082534, 0.33252762790673507] Predicted: -0.5356528179444021 Movie Vector: [1.0427208086801159, 0.4869190419776916] User Vector: [-0.0033621370811755535, 0.19966917337701592] Predicted: 0.09371695231703742 Movie Vector: [1.5487352848515525, 0.2759045528675668] User Vector: [0.7848388273292843, -0.7218701591475688] Predicted: 1.0163403213183284 Movie Vector: [1.341394375378161, -0.16221611439699624] User Vector: [1.1009912398624742, -0.7454159710589463] Predicted: 1.5977819389267967 Movie Vector: [1.4890840208348886, 1.265918692106381] User Vector: [1.8421439932526873, -0.25405180060714583] Predicted: 2.4214982612776805 Movie Vector: [0.9746298253760799, -0.1529505349465712] User Vector: [1.1354399939943924, 0.18498618822574958] Predicted: 1.0783399466249164 Movie Vector: [0.9400891337047101, 1.9303104871252441] User Vector: [-0.6430316896923136, 0.9672133308602696] Predicted: 1.262514931739394 Movie Vector: [0.3675910391047268, -0.4138613609266001] User Vector: [1.6391438309433852, -1.0059885635691324] Predicted: 1.0188743800538984 Movie Vector: [1.4073966903083184, -0.4157307616780262] User Vector: [1.5576709662773516, -0.6244308284122121] Predicted: 2.451856066439155 Movie Vector: [1.233682764583053, -0.8673587150743127] User Vector: [1.2065884462801588, -0.8725556684006792] Predicted: 2.2453661334956982 Movie Vector: [1.4581841403046465, -0.9314821003285014] User Vector: [0.7667363340707517, -0.6090204898780143] Predicted: 1.685334447191961 Movie Vector: [2.319189403246817, -0.6911863230660291] User Vector: [0.38749863379659905, 0.144246254356608] Predicted: 0.7989816871089004 Movie Vector: [0.44735002087714953, -0.8545569266147715] User Vector: [-0.19422260726071255, 0.3492853423067963] Predicted: -0.38536969604617843 Movie Vector: [2.204330251774772, -0.44581382149189586] User Vector: [1.9231316155593752, 0.07631686829828857] Predicted: 4.2051940836216675 Movie Vector: [2.4560512405181743, -0.8668768634443726] User Vector: [2.173559970885327, 0.042483950397737724] Predicted: 5.301546309166036 Movie Vector: [0.45403297839422974, -0.3937807014658638] User Vector: [-0.17809648019576496, 0.7295365015097619] Predicted: -0.3681390706542784 Movie Vector: [0.9636370559457355, -0.35635710002808463] User Vector: [0.3393125180371485, 0.4844322405490145] Predicted: 0.15434324752469772 Movie Vector: [1.0211942528751372, 0.2674182524744641] User Vector: [0.7765454447656158, 0.9504247139456452] Predicted: 1.0471646614029009 Movie Vector: [0.9456452070630635, 1.1292531771414995] User Vector: [1.835512731913277, -0.988065805450568] Predicted: 0.6199673674070914
avg loss: 13.785296242830574: 41%|██████████████████▍ | 28604/70000 [00:46<01:11, 578.72it/s]
Movie Vector: [2.2136133822618818, -0.4774937630458947] User Vector: [2.5674535151684643, 0.5893391904778863] Predicted: 5.401943671740515 Movie Vector: [1.887072125028928, 0.7596660587399451] User Vector: [2.1333490586520556, 0.38387637483074527] Predicted: 4.317401394250047 Movie Vector: [-0.33458173607051217, 1.713929938865555] User Vector: [1.0414101609450634, -1.0115891776091597] Predicted: -2.082229796947195 Movie Vector: [-0.6112773244425374, 1.4351740971988567] User Vector: [0.6842598958661967, 0.39971885621911885] Predicted: 0.15539359023921556 Movie Vector: [0.2921280649180711, 0.6547198313809286] User Vector: [1.030640489776503, -0.40584432057529457] Predicted: 0.03536468677065846 Movie Vector: [-2.286505618400804, 1.9421037168962905] User Vector: [1.3638029684646413, 0.18488007816360816] Predicted: -2.7592868628044767 Movie Vector: [-0.10064763318466784, 0.3982634422865178] User Vector: [1.13728308078609, -0.26108995922547457] Predicted: -0.21844743624967142 Movie Vector: [2.245906778423286, 0.5474007112700977] User Vector: [-0.2535304924512617, -0.7346791665860003] Predicted: -0.9715697498777816 Movie Vector: [1.2395712056839785, 0.700757293963919] User Vector: [-0.14561144156836292, 1.319856109228395] Predicted: 0.7444030453383588 Movie Vector: [1.495752986510255, -0.5890050846022635] User Vector: [1.3103834621199035, 1.0824393980058342] Predicted: 1.322447667740244 Movie Vector: [0.7932588678586929, -1.6886616586713683] User Vector: [2.527414860087852, 0.5979758423137201] Predicted: 0.9951153727956308 Movie Vector: [-0.45994035682646384, -0.014029995148346972] User Vector: [-0.2888872707643527, -0.34936585706352485] Predicted: 0.13777251567757898 Movie Vector: [1.3051803278266256, -0.1403597779487472] User Vector: [1.857830166308515, -0.2668363318088555] Predicted: 2.462256473790091 Movie Vector: [0.115678542634583, -0.9032912069408379] User Vector: [1.4135620671515081, 0.07429077512570463] Predicted: 0.09641259592374692 Movie Vector: [0.6336786593901784, -1.5050173362708712] User Vector: [1.67271794781386, 0.1430606086751359] Predicted: 0.8446569705150347 Movie Vector: [1.0419785068526748, 0.5310025485994951] User Vector: [0.7578679892757233, -0.13905113138237085] Predicted: 0.7158456507072749 Movie Vector: [-0.648882366270678, 0.08913140655933022] User Vector: [0.3121959497503111, -1.318175650034222] Predicted: -0.3200692963939132 Movie Vector: [2.1095024617816502, 0.14974413225222039] User Vector: [0.9543929173127043, -0.05878333879089546] Predicted: 2.00449174851999 Movie Vector: [0.5727824560676794, -0.8529018284451992] User Vector: [1.007303271356042, -0.09783396189079166] Predicted: 0.6604084067530159 Movie Vector: [0.5700077799277857, -1.2362105350750259] User Vector: [1.5786247522636063, -0.8955857427123661] Predicted: 2.0069609205808474 Movie Vector: [1.2793914025732798, -0.1836557425469091] User Vector: [0.8800916775923538, -0.9256977970054362] Predicted: 1.2959914420710237 Movie Vector: [2.016023500851986, -0.2901832378158818] User Vector: [1.7811429967145604, -0.7500459406032987] Predicted: 3.808476899309409 Movie Vector: [0.6210114864058722, -0.1178647447036949] User Vector: [-0.23398521596833521, 0.8512361895232469] Predicted: -0.24563824292619843 Movie Vector: [-0.11686198068480622, 0.4753275149632722] User Vector: [1.5142811155010092, 0.812801091164967] Predicted: 0.20938483235183405 Movie Vector: [1.87134674587469, 0.08390855457397278] User Vector: [1.3823062922416516, -0.3108706011903893] Predicted: 2.560689678983095 Movie Vector: [0.6143300667715372, -1.5069474783644705] User Vector: [1.944877661152789, -0.5736742346926174] Predicted: 2.059293764811171 Movie Vector: [0.8651172197210163, -0.4668868273439978] User Vector: [1.717027286143988, -0.21826090138557241] Predicted: 1.5873330117551598 Movie Vector: [2.6711234640216106, -0.13885614322668205] User Vector: [1.098119536077039, 0.13731221020113418] Predicted: 2.9141462151894433 Movie Vector: [0.3173935881945595, 1.3123932451105926] User Vector: [1.6537926438449086, -0.8535426061368178] Predicted: -0.5952803693483479 Movie Vector: [1.3708073087284962, -0.3610819484976931] User Vector: [1.3039982164468624, -0.9410410323151462] Predicted: 2.127323215238916 Movie Vector: [0.9074627793630492, 0.6899501904923239] User Vector: [1.4413183688710298, -0.7334777364522457] Predicted: 0.8018796689756159 Movie Vector: [1.7715531218766127, -0.17566314786246248] User Vector: [2.2256371830371178, 0.434182380765494] Predicted: 3.8665646560223914 Movie Vector: [1.760277685101017, 0.018250451036923715] User Vector: [2.1124960379779223, -0.3383967817989519] Predicted: 3.7124037416195725 Movie Vector: [1.8397535724849112, -1.0378361846839348] User Vector: [0.7575407459801202, 0.04380759753503244] Predicted: 1.3482231838338834 Movie Vector: [-1.0129835581251256, 0.36607868300268326] User Vector: [1.0088551079297545, 0.6613638112661131] Predicted: -0.7798424438494564 Movie Vector: [0.749556339577064, -1.5123736786074335] User Vector: [1.8803232032605068, 0.6609867001958143] Predicted: 0.40974929017203265 Movie Vector: [0.6998657577375392, 0.549517984702] User Vector: [-0.6634560860637299, 0.6821975466167285] Predicted: -0.08945037541310097 Movie Vector: [1.1437119389779382, 0.1955583138290321] User Vector: [0.25817844039433935, -0.45938185303942636] Predicted: 0.20544582408166345 Movie Vector: [1.1561486131305903, -0.046080855012312086] User Vector: [1.705663177806552, 0.06481410068297973] Predicted: 1.9690134283126348 Movie Vector: [-1.629505588251806, 2.62939852602567] User Vector: [-0.5844143659980038, 0.5106248115750285] Predicted: 2.2949426021558987 Movie Vector: [0.8605449444432935, -0.33575248685283443] User Vector: [-0.5387435346350731, 1.6216176180029207] Predicted: -1.0080751730505728 Movie Vector: [0.8482553941184444, 0.5487769337995823] User Vector: [1.0451687280258377, 0.7349916273834083] Predicted: 1.289916462955662 Movie Vector: [0.01363015050031463, -0.27024375915090565] User Vector: [1.0827586456736822, -0.28903667920589704] Predicted: 0.09286852201714516 Movie Vector: [-0.25366900119664204, 0.2400549078063556] User Vector: [-0.4844184271582732, -1.290847037420921] Predicted: -0.186992227981699 Movie Vector: [1.6625149100471222, 0.1729330279886348] User Vector: [0.7151935609549128, -0.7223041317000843] Predicted: 1.0641097180336405 Movie Vector: [2.626398412189049, -0.11403781991352241] User Vector: [1.1286977392474924, -0.09557773277978934] Predicted: 2.975309426479468 Movie Vector: [1.4581165006398233, -0.8241353313921644] User Vector: [0.5683472613651501, -1.054475421600383] Predicted: 1.6977469709155038 Movie Vector: [1.516998064822064, -0.933380446898523] User Vector: [1.3628082884574948, -0.838517500827836] Predicted: 2.850033375968407 Movie Vector: [2.2048212647554255, 0.09105905430862918] User Vector: [1.7448853035695606, -0.2972741909093757] Predicted: 3.8200907151748225 Movie Vector: [1.9955859333943928, -0.6890072047431764] User Vector: [-0.3395886624273884, -1.6408448926084354] Predicted: 0.4528755949929423 Movie Vector: [2.678443879208287, -0.11844501199532856] User Vector: [0.01161088421485168, -0.5642190749643048] Predicted: 0.09792803685960585 Movie Vector: [0.10772906574058999, 0.25957736086097105] User Vector: [1.265565560637611, -0.9929247861222652] Predicted: -0.12140260003410591 Movie Vector: [1.679809623764939, 0.16565005859857562] User Vector: [1.2759775195113665, -0.17326488803580556] Predicted: 2.1146979781267015 Movie Vector: [0.38408577681527856, -0.8836064582194989] User Vector: [1.7372732984065637, 0.061666118405550294] Predicted: 0.6127733838824537 Movie Vector: [0.2171200262703058, 0.6845325637462264] User Vector: [1.4926854957450244, 0.45041711537709894] Predicted: 0.6324170967937295 Movie Vector: [1.6373431514516374, -0.40005046714580694] User Vector: [0.7507066602264802, 0.25895232324748224] Predicted: 1.1255704109873115 Movie Vector: [1.3939700077971744, -1.0217251634291258] User Vector: [1.1294279757528005, 0.5490257607513007] Predicted: 1.0134352890360554 Movie Vector: [1.674451646578233, -0.4165974562386351] User Vector: [-0.15014336862596456, 0.7052928971772325] Predicted: -0.5452310376857612 Movie Vector: [1.1663313951935979, 0.9753921017783979] User Vector: [1.260735530817552, 0.11454521772940864] Predicted: 1.5821619312983288 Movie Vector: [0.16579591234038973, 0.04917964343713909] User Vector: [1.1129716440743727, -1.37534679807559] Predicted: 0.11688708400652567 Movie Vector: [1.2980818534507903, 0.24198052821453386] User Vector: [1.0080412671760532, -0.28621640779083357] Predicted: 1.2392612789098822 Movie Vector: [1.8366128654921674, -0.6653850836156091] User Vector: [1.0006750738218348, -0.3235991305733844] Predicted: 2.053170749313016 Movie Vector: [-0.9621513790942753, -0.702989537986779] User Vector: [0.8741068416523805, 0.6008163699348799] Predicted: -1.263390725486994 Movie Vector: [-0.7419952758853174, -1.3763382934764112] User Vector: [-1.0667526857426533, -0.22061135018103842] Predicted: 1.0951613025887208 Movie Vector: [1.8705727304634119, -1.23492418576357] User Vector: [1.8667983258216976, 0.1121371028606625] Predicted: 3.3535012211127295 Movie Vector: [1.781295835658063, -0.2103942205388226] User Vector: [1.9958634674279832, -0.0815783076986619] Predicted: 3.572386887532665 Movie Vector: [2.2564849121207744, -0.5602487372454779] User Vector: [1.1659300692772823, -0.18448865826498667] Predicted: 2.734263147741188 Movie Vector: [1.6331036272801942, 0.6536320960300489] User Vector: [0.99006722330308, -0.7276338477150863] Predicted: 1.1412775366030687 Movie Vector: [1.7148210141407505, -0.48290429488136677] User Vector: [-0.47190603322661007, 0.6997266696409957] Predicted: -1.1471353964894662 Movie Vector: [0.851097651062535, -0.282285459906257] User Vector: [1.998528199749926, -0.7052786412239979] Predicted: 1.900032561989375 Movie Vector: [0.300376588222333, -0.8935842677906053] User Vector: [1.707275306491243, 0.06474984573570329] Predicted: 0.4549660882287843 Movie Vector: [0.27971363410320005, -0.21679298628459795] User Vector: [-0.40796579534757177, -0.11166120597134818] Predicted: -0.08990622891180353 Movie Vector: [1.3617751683637904, 0.5804967534745878] User Vector: [1.1760013008654226, 1.1172810015489483] Predicted: 2.250027363600048
avg loss: 13.76460313097244: 41%|██████████████████▊ | 28668/70000 [00:46<01:09, 593.86it/s]
Movie Vector: [0.25127152448323553, -0.5432336586924815] User Vector: [0.9005275726600909, 0.015858988073041612] Predicted: 0.21766179990740986 Movie Vector: [2.1623012128120473, 0.5212973060435694] User Vector: [2.1063958890929992, 0.37302601685136294] Predicted: 4.7491198433168815 Movie Vector: [0.26239145694885274, -0.5895054626797548] User Vector: [-1.0225239568137638, -0.9422811714789427] Predicted: 0.2871783471736462 Movie Vector: [0.05708278406884443, 0.08873337760386088] User Vector: [-0.33019464580424795, -0.24838806559253868] Predicted: -0.040888741683647756 Movie Vector: [0.99930895217842, -0.5900338786696391] User Vector: [1.2470636529742363, -1.4063488996730424] Predicted: 2.075995368390341 Movie Vector: [-0.2798247231824723, -0.083235694885638] User Vector: [-0.6208677384150122, 0.24215623328807173] Predicted: 0.1535781006862871 Movie Vector: [-0.0348696266523931, 0.8642210568221549] User Vector: [1.3026381509764566, -0.0217489976159011] Predicted: -0.0642184476921493 Movie Vector: [0.9453739254169997, -1.057119325679523] User Vector: [0.8944998009641543, -0.49758216503708425] Predicted: 1.3716405108963672 Movie Vector: [0.7377953429519638, 1.3010218706768621] User Vector: [1.547389571284212, -0.44600735072076264] Predicted: 0.5613915016555696 Movie Vector: [-0.800801607712744, -0.48782568621070804] User Vector: [-0.9960678885565138, 0.6186576325463972] Predicted: 0.49585568242065636 Movie Vector: [0.24506471315644385, -0.4592617229442871] User Vector: [2.0789556806708656, -0.7319542035552126] Predicted: 0.8456372261896454 Movie Vector: [0.026757709985469506, 0.06592141930522326] User Vector: [1.2570047454173663, -0.6229252942330002] Predicted: -0.007429551088726366 Movie Vector: [1.7306427702699119, 0.15874742959217691] User Vector: [1.8306804037884552, -0.26391663208811084] Predicted: 3.126357718520681 Movie Vector: [2.189186774710882, 0.38303781884920063] User Vector: [0.8446030635897158, -0.16135504309489634] Predicted: 1.787188772923512 Movie Vector: [0.9969400588370118, -0.16700553943794252] User Vector: [1.2671180755102074, 0.7389484979051741] Predicted: 1.1398322762430764 Movie Vector: [2.2731134891457083, -0.4430842520619633] User Vector: [1.39850743756565, 0.26006011787081545] Predicted: 3.0637375781831424 Movie Vector: [1.8725837991300291, 0.04874789521452022] User Vector: [0.1923412631549491, 0.6200839712029774] Predicted: 0.39040292174056956 Movie Vector: [0.8210672580662115, -0.291826929683279] User Vector: [0.8190452659304961, 0.9836323725688054] Predicted: 0.38544083550582975 Movie Vector: [1.6218798542344968, -1.0542718482358677] User Vector: [1.9007615487343397, -0.701986595048341] Predicted: 3.8228915685942053 Movie Vector: [0.36223387255202794, -0.34592002142843237] User Vector: [0.9011338021650133, -0.4758088473442653] Predicted: 0.4910129935149317 Movie Vector: [1.1550220644782265, -0.4196503333232173] User Vector: [-0.3833555410334498, 1.384289873596611] Predicted: -1.0237018153043946 Movie Vector: [-0.036296104703311335, -0.9960639965806724] User Vector: [-0.1869264950368231, -1.0520543097446453] Predicted: 1.0546981240198516 Movie Vector: [-0.41081515294513626, -0.30210759331910825] User Vector: [-0.014932746626199478, -0.4458645088175647] Predicted: 0.14083365229441389 Movie Vector: [-1.8076398985152253, 0.8795595158503686] User Vector: [1.8766855085159662, -0.49868745110468227] Predicted: -3.830996895213084 Movie Vector: [1.9015430140514125, -1.001898103592806] User Vector: [0.21525090079510928, -1.3048591399524305] Predicted: 1.7166447444492938 Movie Vector: [0.8002846035068694, -0.43992832779307633] User Vector: [0.5767900912993158, -0.19975660207850474] Predicted: 0.5494748174401874 Movie Vector: [2.218023952904443, -0.5494671940352581] User Vector: [1.3969904732218992, -0.7262452554610956] Predicted: 3.497606274285113 Movie Vector: [0.6615192004868724, 0.6791859537000561] User Vector: [-0.06219559995893676, -0.16794791336380593] Predicted: -0.15521144726856811 Movie Vector: [2.6463151242909717, -0.04666765101909603] User Vector: [0.08181160784497274, 0.30761917540396794] Predicted: 0.20214343085817882 Movie Vector: [1.5393757518975504, -0.48273075121446274] User Vector: [-0.11533866074918055, 0.8287176914809435] Predicted: -0.5775970513669375 Movie Vector: [0.6676778494399422, 1.0958093265319384] User Vector: [-0.701230223432667, -1.5337075727087237] Predicted: -2.148846949890694 Movie Vector: [-0.05265938546926, -1.088159341587739] User Vector: [-0.4000097035489936, -1.199802279857028] Predicted: 1.3266403240553228 Movie Vector: [-0.3430793010006786, -0.02696375752965853] User Vector: [0.5019027703699442, -0.10245872350894471] Predicted: -0.1694297794513311 Movie Vector: [2.679960182177911, -0.19212820812885983] User Vector: [0.6738104426648215, 0.17965267449639988] Predicted: 1.7712688102408432 Movie Vector: [2.159752758192015, 0.059818277896570154] User Vector: [0.8800156426473572, -0.21657041025152562] Predicted: 1.8876613424751485 Movie Vector: [2.6164069677445383, 0.1744038050396102] User Vector: [1.5719461227476454, -0.7236284270764919] Predicted: 3.9866472373589827 Movie Vector: [0.20740325453112976, -0.6157478237985816] User Vector: [1.6436545208856665, -0.4907679646132532] Predicted: 0.643088603157162 Movie Vector: [1.8980198907416714, -0.04761683428142981] User Vector: [1.104810971450798, 0.6137907563563164] Predicted: 2.067726426594352 Movie Vector: [2.0265046721507964, -0.7421241917080136] User Vector: [1.4922379014557647, -0.32571609698356974] Predicted: 3.265748874460828 Movie Vector: [0.3708087870191353, -0.28709372959655144] User Vector: [1.227274936971469, -0.8230928559366688] Predicted: 0.6913891285325114 Movie Vector: [1.0665187767131918, -0.46873570169589646] User Vector: [1.0777091867113973, -0.1691011618430887] Predicted: 1.2286608352181199 Movie Vector: [1.1256720261191078, 0.555855187544383] User Vector: [0.8471265994587245, -0.6853933133783913] Predicted: 0.5726072868424805 Movie Vector: [0.3665697100814198, 1.0774439815749752] User Vector: [1.4550608031115897, -0.4035835258915952] Predicted: 0.09854257571274588 Movie Vector: [1.3206692035162961, -0.633025645243708] User Vector: [1.148616662072263, 0.8019170374044047] Predicted: 1.0093086022096764 Movie Vector: [1.9246430995781183, 0.5667626489860991] User Vector: [1.5525716074662148, 0.6945116151631553] Predicted: 3.3817694736722412 Movie Vector: [-0.031124235732082943, 0.29916157358369894] User Vector: [1.6366231275881464, -0.5356887025417639] Predicted: -0.21119611923103643 Movie Vector: [1.2682691657814382, -1.313660632366542] User Vector: [1.4521164449695043, -0.5101837440080232] Predicted: 2.511882812055691 Movie Vector: [1.7121056529847136, -0.47588863664817366] User Vector: [0.39845753611591295, -0.5370186789242195] Predicted: 0.9377624870262653 Movie Vector: [1.155674223045144, 0.43478810990484906] User Vector: [1.4132258911079767, 0.689215536237491] Predicted: 1.932891454011248 Movie Vector: [2.134120257114135, 0.2692700476292018] User Vector: [1.5824940241683358, -0.7062594827267917] Predicted: 3.1870580291872925 Movie Vector: [1.3035028414374947, 0.9878549322390228] User Vector: [1.3867848473711843, -0.3711207868184398] Predicted: 1.4410644892957785 Movie Vector: [1.0599615788396604, -0.54812764302014] User Vector: [1.5161817719633166, 0.4163798618561505] Predicted: 1.3788651125378877 Movie Vector: [1.6900171605239303, -1.0402667198101816] User Vector: [1.5735182545022124, -0.7235236323089346] Predicted: 3.4119304081935633 Movie Vector: [1.3524926464916227, -1.0463126093989568] User Vector: [1.0207420039463897, -0.5996622825071721] Predicted: 2.0079802618708285 Movie Vector: [0.6350252147466433, -0.4546933805307006] User Vector: [0.8530024347216802, -0.6641269242441766] Predicted: 0.8436521705745856 Movie Vector: [0.49494202607869286, 0.17108911164383178] User Vector: [0.29425339547891044, 1.232612018630492] Predicted: 0.3565248670078679 Movie Vector: [1.799168669556814, 0.45127710959957934] User Vector: [2.4432484608734617, 0.44470950175757273] Predicted: 4.596503301311066 Movie Vector: [0.6913931275606652, -0.5883551992083227] User Vector: [1.3335840303322486, -1.4574341558645574] Predicted: 1.7795197967030756 Movie Vector: [0.45128022515516364, -0.07259319514510533] User Vector: [0.8242259061499592, 1.006143499942145] Predicted: 0.298917681070793 Movie Vector: [0.8861653671348982, -0.22982127920231663] User Vector: [1.296260850880741, 0.13630824467502625] Predicted: 1.1173749376662905 Movie Vector: [1.5457599459153184, -0.9479386201179771] User Vector: [1.8012055982881707, -0.5976406533995063] Predicted: 3.350758124502226 Movie Vector: [-0.6871343980108233, 0.6244033164947794] User Vector: [1.5923864843831268, -0.6346854416875919] Predicted: -1.4904832230678575 Movie Vector: [0.987504681810762, -0.9737608706136747] User Vector: [0.24104902271203257, -0.5475631993034337] Predicted: 0.7712326561437616 Movie Vector: [1.9693097015008867, -0.7082966958717828] User Vector: [1.3488403204976984, 0.12427869766592346] Predicted: 2.568258138007661 Movie Vector: [0.7646357084410698, -0.6683998282761883] User Vector: [0.9778569733298386, -0.33282821792014083] Predicted: 0.9701666832593933 Movie Vector: [0.9505802393265264, -0.41890935983196664] User Vector: [1.1589204798599755, -1.0865403115111814] Predicted: 1.556808813432483 Movie Vector: [1.8468131814705915, 0.13407708888977704] User Vector: [1.8559712503280719, -0.036992871218814505] Predicted: 3.422672273053645 Movie Vector: [-0.3066531302388764, -0.7152948947166835] User Vector: [1.9055523888407357, 0.21947771340124186] Predicted: -0.7413348927721799 Movie Vector: [0.8874633548259359, 0.26397509051709417] User Vector: [0.9595837863124603, -0.27811090747835404] Predicted: 0.7781810942620403 Movie Vector: [0.45941673213521284, 0.597028088073646] User Vector: [2.0301402129709714, -0.08562683743570042] Predicted: 0.8815587553773795 Movie Vector: [1.4439928663645658, -1.1000668690324213] User Vector: [1.8463663421741636, -0.6253355185407039] Predicted: 3.3540507127709667 Movie Vector: [0.11682047676463034, -0.055374801760963446] User Vector: [0.9656501153617858, -1.2353080859729597] Predicted: 0.18121264723885194 Movie Vector: [1.3566015768727895, -0.5715738342901887] User Vector: [0.2371487618171454, -1.3413801946880037] Predicted: 1.088414205353311 Movie Vector: [1.9955154889184776, -0.7058821616366507] User Vector: [1.474514528091517, 0.41349953516971877] Predicted: 2.6505346337205906 Movie Vector: [0.5482584782189405, -0.04404743390175002] User Vector: [1.5834127124510369, 0.2596743381653929] Predicted: 0.8566814558746094 Movie Vector: [1.6210534960630358, 0.2754882624455579] User Vector: [1.639816242336857, -0.7610569878521709] Predicted: 2.4485675853356677 Movie Vector: [0.40115822226672954, -0.26405758364020665] User Vector: [0.5108897659073147, 0.17409225642378282] Predicted: 0.15897724970390864 Movie Vector: [-1.58079840754127, 0.4894283767085542] User Vector: [0.7571234548470177, -0.7776663931840433] Predicted: -1.5774715521711726 Movie Vector: [0.9086436254593597, -0.6392216120970208] User Vector: [1.0913716521290888, -0.1659770082052316] Predicted: 1.0977639854701349 Movie Vector: [0.8123267540090889, 0.35962149668601867] User Vector: [0.9347788476129828, -0.4653591218780514] Predicted: 0.591992723091535 Movie Vector: [0.5881756835938008, -0.8543968900398464] User Vector: [1.2657973308341313, -0.8529183026741224] Predicted: 1.4732419556174081 Movie Vector: [-0.9303895868987172, -0.5672356370509564] User Vector: [2.2362746340457673, 0.4331275955003292] Predicted: -2.3262920405199 Movie Vector: [0.39094848653310377, 0.22616152234753395] User Vector: [1.503091589872694, 0.46403531740635934] Predicted: 0.6925783159890098 Movie Vector: [0.9696155199913473, -0.6982811961459658] User Vector: [0.7757721082436071, 0.005828006923697018] Predicted: 0.7481310884835828 Movie Vector: [-1.1665103339089764, 0.3142563730628229] User Vector: [2.058138338549449, 0.15465048142808832] Predicted: -2.3522397411461733 Movie Vector: [1.217048032214319, -0.03864460808699288] User Vector: [0.7250766034263573, -0.06245036189998885] Predicted: 0.8848664231652061 Movie Vector: [2.777860057827691, -0.16602594942270194] User Vector: [0.155190104670892, 0.1446831151270507] Predicted: 0.40707524158096686 Movie Vector: [1.0972602274568677, -0.13512593451611926] User Vector: [1.6127520763371659, -0.6031355099577469] Predicted: 1.851107959536151 Movie Vector: [0.8525878258901003, -1.0891303444127718] User Vector: [1.239682499033845, -0.188735198404611] Predicted: 1.2624954382864992 Movie Vector: [-1.3149135865406456, 0.4907940149585655] User Vector: [0.4639790459606668, 0.9641507612659533] Predicted: -0.1368929282567728 Movie Vector: [-0.03482341933708111, 0.8002365437108844] User Vector: [1.5327769413849295, 0.5896913614148395] Predicted: 0.4185160427347211 Movie Vector: [0.8610058246564002, 0.032778059792040445] User Vector: [0.6133193473748402, -0.8077957671329646] Predicted: 0.5015935525093579 Movie Vector: [1.2564912141726299, -1.1852367208356998] User Vector: [0.929552915890668, 0.7992420451402886] Predicted: 0.22068405118907997 Movie Vector: [0.05499980934482229, -0.013068368477919] User Vector: [1.5194178283728088, -0.21442144393897636] Predicted: 0.0863698293145904 Movie Vector: [0.9250045142379212, -0.6856471078214322] User Vector: [1.6749850665851695, -0.5837834545413317] Predicted: 1.9496381850726554 Movie Vector: [0.5045166087798739, -0.3645270604541071] User Vector: [-0.5190058718253603, 0.1426275773733437] Predicted: -0.3138386939097684 Movie Vector: [0.6365147465680785, -0.9053177396734318] User Vector: [1.1856329737704512, -0.7556517775021526] Predicted: 1.4387778310107158 Movie Vector: [1.538158870230709, 0.7545581598064768] User Vector: [0.3069636376676531, 0.17278538413842912] Predicted: 0.6025354636137343 Movie Vector: [2.563249450654368, 0.15988119424356226] User Vector: [1.0253749305103659, -0.19589180605253165] Predicted: 2.5969723114512493 Movie Vector: [1.6268092856531078, 0.6582580203199879] User Vector: [1.6048738430620024, -0.6817760470315717] Predicted: 2.1620391191744646 Movie Vector: [1.7006647563985209, -0.3782080117880673] User Vector: [1.812630793158129, -0.5977110740294713] Predicted: 3.3087364232191234 Movie Vector: [1.2318278170558705, 1.120460413684135] User Vector: [1.7771834050072097, 0.23033937662477677] Predicted: 2.4472701075186936 Movie Vector: [0.31664965690270064, -0.923073995369467] User Vector: [1.2307359279705905, -0.09478453961738485] Predicted: 0.47720525301358935 Movie Vector: [1.5942270166945156, 0.0601073348364088] User Vector: [1.7973099281624503, 0.49323659737152686] Predicted: 2.8949671821616385 Movie Vector: [1.0352636686995904, -1.8112598237048123] User Vector: [1.5315790208888487, -0.21731103477253952] Predicted: 1.9791948625999365 Movie Vector: [0.8698277432762272, 1.6698445058159908] User Vector: [1.220888578217191, 0.08804133372170943] Predicted: 1.2089780941822894 Movie Vector: [0.6854267813215947, -0.62827253503865] User Vector: [1.7682340061822077, -0.622282874042359] Predicted: 1.6029581822665893 Movie Vector: [1.1628263321993084, 0.035636308953979415] User Vector: [1.451090004752196, 0.0961543010430434] Predicted: 1.6907922522962968 Movie Vector: [-0.08322212067543801, -0.4090363721081289] User Vector: [0.8786895347758008, -0.479903088554756] Predicted: 0.12317141180656732 Movie Vector: [-0.26924125170103086, -0.8711081583722192] User Vector: [-0.37237200232826717, -0.6323920806202569] Predicted: 0.6511398047235697 Movie Vector: [1.3002977457646445, -0.33200203345788004] User Vector: [0.6975182522689575, -0.7895719791966517] Predicted: 1.1691209137096714 Movie Vector: [0.4894634868851844, -0.23396642934937076] User Vector: [0.7588078083196157, -0.021026367928705634] Predicted: 0.3763281799622891 Movie Vector: [1.8069303346564622, 0.45836394016027876] User Vector: [1.9420630493046573, -0.6264952985947455] Predicted: 3.222009782048236 Movie Vector: [1.1007461743184597, 0.9016945484475529] User Vector: [2.11723226551071, 0.30351961995709503] Predicted: 2.604217303066705 Movie Vector: [1.2377055108250474, -0.8353658847950479] User Vector: [0.045916229990478896, -0.1483819372924603] Predicted: 0.18078397922944545 Movie Vector: [-0.9152847726539488, -2.41277149974715] User Vector: [1.11707944513749, 0.07002203397893987] Predicted: -1.1913929739177793 Movie Vector: [0.2820580385043436, 1.0233143872734602] User Vector: [0.27988159751887787, 0.2378441625454987] Predicted: 0.3223322078714531
avg loss: 13.740052113236425: 41%|██████████████████▌ | 28798/70000 [00:46<01:08, 605.61it/s]
Movie Vector: [0.5364395751483859, -0.7864174195089818] User Vector: [1.1272354140149494, -0.22133126616331233] Predicted: 0.778752449779202 Movie Vector: [-1.1228772072582678, -1.197445618579199] User Vector: [1.3062074188737993, -0.9116188822974935] Predicted: -0.37509650218384194 Movie Vector: [1.6307637533475812, -1.2369168303008444] User Vector: [1.0267035403219098, 0.38558025597288453] Predicted: 1.1973802109460387 Movie Vector: [0.7709642543330193, -0.03695682800427345] User Vector: [1.6911822140489114, -1.007010269439229] Predicted: 1.3410569399216863 Movie Vector: [0.4002817964228481, -0.7699105452168252] User Vector: [0.625416485540526, -0.4869594579107983] Predicted: 0.6252580560832184 Movie Vector: [0.8608760995019108, 2.049458429422611] User Vector: [0.44450011345013246, -0.20843844241787507] Predicted: -0.04452639893392668 Movie Vector: [0.6297240084906525, -0.030687362020140857] User Vector: [-0.10721967019598119, 0.25010175789128175] Predicted: -0.0751937636911424 Movie Vector: [1.6536408997921743, -0.45858211854254693] User Vector: [1.3163119617657575, -0.3714961572455106] Predicted: 2.347068791681591 Movie Vector: [1.87107148247536, -0.22914340375079795] User Vector: [1.2498037955350658, -0.10083613933884918] Predicted: 2.3615781767043207 Movie Vector: [2.0535082800328577, -0.08491812109098429] User Vector: [1.3473238546253028, -0.7139414309141355] Predicted: 2.8273672562410828 Movie Vector: [0.7738768685908278, -1.833764443779266] User Vector: [1.1110732393249496, -0.5250583087607549] Predicted: 1.8226671367402072 Movie Vector: [1.850735902482113, -0.22750269711743598] User Vector: [0.46873017174729, -0.6412736248675001] Predicted: 1.0133872366769476 Movie Vector: [-0.13972892682670585, -0.14467511121927484] User Vector: [1.6345615038506462, -0.5096782612269792] Predicted: -0.15465776563623737 Movie Vector: [0.879820681114697, -0.11029985053452136] User Vector: [1.0148587588252465, 0.12627730801520998] Predicted: 0.878965356224865 Movie Vector: [2.1233118461913647, -0.07742966595297887] User Vector: [1.6812090068866563, -0.20863952482143777] Predicted: 3.585885888957569 Movie Vector: [0.7268677191198615, -0.5035616364538502] User Vector: [1.4844570854118944, -0.5366093231582088] Predicted: 1.3492198047106014 Movie Vector: [2.2632238996880134, 0.2116517119958075] User Vector: [1.1000510110830237, -0.6954628684029103] Predicted: 2.3424658324320724 Movie Vector: [0.012887489884033487, 0.37219879650617493] User Vector: [0.04274722858212229, 1.3134386100903908] Predicted: 0.48941117443630916 Movie Vector: [1.420535989913767, 0.10731499466391786] User Vector: [1.141980646083254, -0.6934546741650993] Predicted: 1.547806522888542 Movie Vector: [0.7197694849118674, -1.0891529825802437] User Vector: [-0.06393636802136701, -0.27727507791095585] Predicted: 0.2559755314240121 Movie Vector: [1.2435306605291618, -0.8541903178614023] User Vector: [0.978883496197488, -0.3337255441905257] Predicted: 1.5023367692781322 Movie Vector: [-0.1669799227807584, -0.6796884746478156] User Vector: [0.6462188026166107, 0.4343114822889499] Predicted: -0.40310207467940395 Movie Vector: [1.5367611552501743, 0.29130981143845586] User Vector: [1.2273080113474888, -0.6918222289877638] Predicted: 1.6845446742908032 Movie Vector: [0.7888197386059386, -1.2022157526156092] User Vector: [0.5938262356553555, -0.3276228997064875] Predicted: 0.8622952669317492 Movie Vector: [1.4145795513856483, -1.049310251468547] User Vector: [1.7194257074783459, -0.5821559349113241] Predicted: 3.043126636381378 Movie Vector: [0.23973638567529568, -0.06603139615345113] User Vector: [-0.19431782918317442, -0.28505960515954254] Predicted: -0.02776217032500761 Movie Vector: [1.325787425395752, -0.2205903218143367] User Vector: [0.054464964098068586, -0.36577834138727683] Predicted: 0.15289612656518414 Movie Vector: [1.5541833934311051, 0.28148905614243697] User Vector: [1.2586787383172022, -1.1660855905947578] Predicted: 1.6279772604795966 Movie Vector: [1.7795115206216332, -0.5818702860413035] User Vector: [1.139497098676832, -1.0541567562409755] Predicted: 2.6411307080966577 Movie Vector: [-0.08548328934916363, -0.11196173787596804] User Vector: [1.0699403958253215, -0.6102898627688552] Predicted: -0.02313291079900756 Movie Vector: [0.42854868444371613, -0.4637316066243593] User Vector: [0.8365537867732198, 0.7236311997372055] Predicted: 0.022933365930425442 Movie Vector: [2.2510221517848956, -0.5238656722622036] User Vector: [1.5287316169589187, 0.6826522623971574] Predicted: 3.0835906475464667 Movie Vector: [-0.2061297492567266, -1.295631667586085] User Vector: [1.1567160622795647, -0.2645497317794961] Predicted: 0.10432541826600522 Movie Vector: [0.9948713497749008, 2.727672495983095] User Vector: [1.7621845371125662, -0.37995825537630973] Predicted: 0.7167452261779563 Movie Vector: [2.3649842343602407, 0.00024295448147849952] User Vector: [1.2806975210031977, -0.956463740912701] Predicted: 3.0285970690045794 Movie Vector: [1.8366068420949044, -0.6208713331018116] User Vector: [1.262861694142539, -0.5563261673084361] Predicted: 2.66478739721796 Movie Vector: [2.0223190929033312, 0.6728927372889181] User Vector: [1.0422927011768874, 0.19217327384669297] Predicted: 2.23716043025628 Movie Vector: [2.259012000106621, 0.22388414857209643] User Vector: [2.1232689119935917, 0.989879088081101] Predicted: 5.0181081884712135 Movie Vector: [2.3136429043644764, -0.6759873734293227] User Vector: [0.39387001262082855, -0.676474513502866] Predicted: 1.368562789516808 Movie Vector: [0.9851590114534783, -0.13074265612865554] User Vector: [-0.6428434033607907, -1.1027600070238857] Predicted: -0.4891251993835485 Movie Vector: [0.7012217975225071, -0.7795712591085494] User Vector: [0.5329489984319258, -0.3671016317939818] Predicted: 0.6598973359866923 Movie Vector: [1.4453745806319807, 0.8613559178163486] User Vector: [-0.08922466893060824, -0.25139183047727653] Predicted: -0.34550090930989164 Movie Vector: [0.784179695937078, -1.557047470755052] User Vector: [1.088249865975213, -0.23983931030112018] Predicted: 1.2268246404960037 Movie Vector: [0.43897217880187944, -0.8000355068467881] User Vector: [1.7043886666264887, -1.0679961893076593] Predicted: 1.6026140791374512 Movie Vector: [2.1957602614497973, -1.2223156828902741] User Vector: [1.741717865905524, -0.35411914277734347] Predicted: 4.257240258440904 Movie Vector: [0.40376576622877636, -0.33683980415997883] User Vector: [1.1252713345749992, -0.8739228982356846] Predicted: 0.7487180605125814 Movie Vector: [0.8608594316407244, -0.64309494366933] User Vector: [-0.28305307673622737, -0.3541070653455225] Predicted: -0.015944447522016514 Movie Vector: [1.0462275679922526, -0.1932793464492516] User Vector: [0.9979433884213944, 0.5444570479450308] Predicted: 0.938843581865559 Movie Vector: [2.218947712773448, 0.08865234688987217] User Vector: [0.7194101522311755, -1.1398569844386754] Predicted: 1.495282515050064 Movie Vector: [0.7206439953487297, -1.49757955280467] User Vector: [1.741593201804818, 0.28507774350536186] Predicted: 0.8281420835874862 Movie Vector: [1.3320399261668858, -0.2035984717778166] User Vector: [0.4258838228229732, -0.7530699939258304] Predicted: 0.720618155813813 Movie Vector: [2.5184553221801966, -0.22783265051127782] User Vector: [0.4841848822777288, -0.6358726848336377] Predicted: 1.3642705528649084 Movie Vector: [0.19498361246932333, 0.017238123252645093] User Vector: [0.9940651345786676, -0.288821753470169] Predicted: 0.18884766598558883 Movie Vector: [0.8510862460109682, -0.2390411598901003] User Vector: [0.04478314909106268, 1.372237272206018] Predicted: -0.2899068669480918 Movie Vector: [1.3186900035043037, -0.04739896295279916] User Vector: [1.1682346404471016, -1.0635534482298812] Predicted: 1.5909506725960072 Movie Vector: [1.3671765328396515, 0.9875055679458685] User Vector: [1.0540973191181588, -0.617848741678948] Predicted: 0.8310080454712263 Movie Vector: [0.4132471542405408, 0.33218318222252324] User Vector: [0.36418202461461613, 0.16285858821574584] Predicted: 0.2045960693833227 Movie Vector: [1.5049437209651138, 0.1061365539915499] User Vector: [1.31900870049358, -2.216204802567562] Predicted: 1.7498135210221233 Movie Vector: [0.8577162035482893, -0.03588718276902894] User Vector: [0.27836560507070224, 1.0334313336298957] Predicted: 0.20167175083044775 Movie Vector: [0.7604428972323469, -0.43499494472127864] User Vector: [1.7785337889244166, -0.03325548008002223] Predicted: 1.3669393529943956 Movie Vector: [-0.5521600955300527, 0.5966967254290295] User Vector: [1.490502679315106, -0.9564421876597412] Predicted: -1.3937020232371733 Movie Vector: [0.6228456614890411, -0.9152534630969348] User Vector: [1.4621990573237398, 0.7664299585944165] Predicted: 0.20924666526267688 Movie Vector: [1.139107034099267, -0.5276749116989862] User Vector: [0.720612324679728, -0.476472305322625] Predicted: 1.0722770495394316 Movie Vector: [0.7464506556452405, -0.31186296342892866] User Vector: [1.7022927711369844, 1.0345476801886702] Predicted: 0.9480404497631931 Movie Vector: [1.5031701074436716, 1.1544461489792126] User Vector: [1.0516390268246385, -0.345826955141999] Predicted: 1.1815537523670625 Movie Vector: [2.2920514299460657, 0.1229551721076688] User Vector: [0.7322281415504588, 0.5319518537022833] Predicted: 1.743710790612437 Movie Vector: [2.0230810761209153, 0.04978461060467267] User Vector: [1.5791351321095968, -0.3005134847667288] Predicted: 3.179757455588062 Movie Vector: [1.704763399456897, 0.7292816284490116] User Vector: [1.918117034306446, 0.9695470785734996] Predicted: 3.9770085882805017 Movie Vector: [0.5696927953031149, -0.18014396956799428] User Vector: [1.0016962129743516, -0.5866790452817418] Predicted: 0.6763458076933168 Movie Vector: [0.9975859764200551, -0.7980625019248497] User Vector: [0.7691757426078674, 0.9756628473379358] Predicted: -0.01132099875354553 Movie Vector: [0.39495025727756455, -1.07334991396689] User Vector: [1.3051086387828619, -0.2002347894289052] Predicted: 0.7303749866691571 Movie Vector: [1.2106031277322216, 0.7532095047751822] User Vector: [0.7876112842581009, -0.801160560535251] Predicted: 0.35004293511388507 Movie Vector: [1.4458189453875139, -0.4311332703515399] User Vector: [1.4486129511719579, -0.6317953984154514] Predicted: 2.366820065650042 Movie Vector: [2.4644836970307753, 1.5709662128436792] User Vector: [0.20943913076930273, 0.6374307199431012] Predicted: 1.5175414473604767 Movie Vector: [0.5529775687516206, -1.0681405216107154] User Vector: [1.1167411931596467, -0.3898105363720675] Predicted: 1.0339052595680183 Movie Vector: [-1.450663320604689, 0.15440978847207615] User Vector: [0.8491992441066853, -0.639492128068314] Predicted: -1.3306460395353823 Movie Vector: [2.6672572897337448, 0.5252192207443935] User Vector: [0.011800979576305437, 0.9517225456471675] Predicted: 0.5313392225905755 Movie Vector: [-1.4726797223723578, 0.16355452695363784] User Vector: [1.799691936655039, -1.1471152788343266] Predicted: -2.8379857184199526 Movie Vector: [1.1622302963852265, -0.11073397798608337] User Vector: [1.8783467694637923, -0.4470323056725475] Predicted: 2.2325731880835478 Movie Vector: [-0.038938392008346645, -0.5936341741552552] User Vector: [0.9367084708211297, -1.180860298108757] Predicted: 0.6645251062261484 Movie Vector: [-0.15202705796691568, -0.24144973616982165] User Vector: [0.46271063132058166, 0.43879909108957993] Predicted: -0.17629246074481886 Movie Vector: [1.0651238646564951, -0.011164472310948595] User Vector: [1.4569139745667674, 0.3095698013483343] Predicted: 1.5483376595871505 Movie Vector: [-0.04646886527644245, -1.2563456749641326] User Vector: [1.169152110421569, -0.22069477493608725] Predicted: 0.22293975407128758 Movie Vector: [2.1546414029927177, -0.0813176916637174] User Vector: [0.9319733682579262, -0.7113417823519245] Predicted: 2.06591307745992 Movie Vector: [1.1767792242427348, -0.32545667778479326] User Vector: [1.5956940848991494, 0.3706341763285791] Predicted: 1.757154279654939 Movie Vector: [0.005155282322661894, 0.5408211432587158] User Vector: [0.002908153404687308, 0.555467866762396] Predicted: 0.3004237590977578 Movie Vector: [-0.1466047639767452, -1.4813500000552726] User Vector: [0.22685261713803298, 0.3071724922332289] Predicted: -0.48828764577970013 Movie Vector: [1.5522819975897222, -0.4775658708803438] User Vector: [1.9091732619944912, 0.02304571309737169] Predicted: 2.95256943882829 Movie Vector: [0.302061815634527, -0.7304652125370066] User Vector: [-0.24482185677815294, -0.9002304112989211] Predicted: 0.5836356641563183 Movie Vector: [1.2009201721952254, -0.48982435196406066] User Vector: [1.904044335923662, 0.6047547789095268] Predicted: 1.9903816340882603 Movie Vector: [1.232693132122821, 0.7498326302262215] User Vector: [1.1887958888178622, 0.3527423947520164] Predicted: 1.729918285290824 Movie Vector: [0.49853255087069853, -0.20046240882021393] User Vector: [1.8444533180751084, 0.07132281330441662] Predicted: 0.9052224746630699 Movie Vector: [1.3289532073679717, -0.9362544227526886] User Vector: [1.068564080184577, -0.8989426484811845] Predicted: 2.2617106920810244 Movie Vector: [0.4430682445136473, -0.3488658688625865] User Vector: [0.12837291989028804, -0.12171681519404426] Predicted: 0.09934080674673812 Movie Vector: [1.0258447113375195, -0.4894732028960134] User Vector: [2.101137195162639, -0.3433980876807273] Predicted: 2.3235246412975945 Movie Vector: [1.4713086088252738, -0.4284539157932996] User Vector: [0.8635181203089489, -0.8034089404973822] Predicted: 1.6147253508266246 Movie Vector: [1.0726951230064774, 0.18513256655210733] User Vector: [1.230351315765832, -0.8192548731342371] Predicted: 1.168121098682948 Movie Vector: [0.13583914062777241, 1.7138810518917573] User Vector: [1.1905494667809438, -0.5323798056156992] Predicted: -0.7507124448121878 Movie Vector: [1.2649739602488042, -1.1277119429384037] User Vector: [1.4719519192772414, -0.5123933273871323] Predicted: 2.4398129234003765 Movie Vector: [0.8097067872064451, -0.70708828729995] User Vector: [0.07042855515937346, 0.02631293817869966] Predicted: 0.03842090873508198 Movie Vector: [1.1816854367489784, -0.6550616953549546] User Vector: [1.2203515218263201, -0.34333899390108436] Predicted: 1.6669798444829242 Movie Vector: [0.8949035140616088, 0.7845282996840344] User Vector: [1.5326130008594507, 0.05309474309790489] Predicted: 1.41319508869039 Movie Vector: [2.0656938555823845, -1.3736350885164803] User Vector: [0.9623526919066283, -0.07915225613750426] Predicted: 2.0966523589404096 Movie Vector: [1.0214907271684097, -0.5953355715856518] User Vector: [1.935970840888585, -0.21601413861621] Predicted: 2.106177162719782 Movie Vector: [0.6473450094920237, -0.2383412854685073] User Vector: [-0.5213992751105386, -0.1486619774975348] Predicted: -0.30209293187851316 Movie Vector: [1.3378295284610542, -0.28804929035614557] User Vector: [1.9851030928982465, 0.05538295516342283] Predicted: 2.639776513785991 Movie Vector: [0.4236316680908203, 0.31966209411621094] User Vector: [0.18311791749534231, -0.16001004815715866] Predicted: 0.026425401772315976 Movie Vector: [1.145876201435966, -1.0633600674792818] User Vector: [2.178528347281203, -0.38032462703374126] Predicted: 2.9007458083697895 Movie Vector: [-0.9149621380684386, -0.032030094303446326] User Vector: [1.6500798405638284, 0.16683887457450397] Predicted: -1.515104443792011 Movie Vector: [-0.27401060505813013, 0.8134465064010874] User Vector: [1.2217221376260095, -0.7872499101421279] Predicted: -0.9751505112134988 Movie Vector: [0.1552557841276788, -0.2060739693649212] User Vector: [1.919880805580502, 0.9703016032115608] Predicted: 0.09811869704712736 Movie Vector: [1.0441068545463112, -0.09182183148279993] User Vector: [1.237069960265965, -0.6606667494978136] Predicted: 1.3522968560057043 Movie Vector: [0.37233787625940684, 1.0521672152520385] User Vector: [0.3809014368345963, 0.7083919934863552] Predicted: 0.8871708631485287 Movie Vector: [1.2235371672067692, 0.4678841603984752] User Vector: [2.0866347499839346, -0.5898218015107394] Predicted: 2.27710689260598 Movie Vector: [2.091283701376827, 0.9225146792624934] User Vector: [1.1480456803159143, -0.5685289712565997] Predicted: 1.8764128981105253 Movie Vector: [1.4886168210949693, -1.0743774793100584] User Vector: [1.5057434856408216, -0.5513561804632346] Predicted: 2.8338397443472103 Movie Vector: [0.04090712279953854, -0.7960862741264916] User Vector: [0.18803861956489942, -1.795622898471794] Predicted: 1.437162861882219 Movie Vector: [0.2045164156121307, -0.11769824938117363] User Vector: [0.26294463645559535, 0.6715373937813381] Predicted: -0.025262281089726182 Movie Vector: [1.7849171617155688, -0.17305606047277175] User Vector: [1.9955617520641953, 0.11421660305030105] Predicted: 3.5421465431581036 Movie Vector: [1.076863816322271, 1.0022874807669222] User Vector: [1.5838619454103935, -0.6077365146805265] Predicted: 1.096476918793038 Movie Vector: [1.0499074842986067, -0.0878239340524379] User Vector: [-0.06284427783158726, -0.6363618337574406] Predicted: -0.010092877919322563 Movie Vector: [1.247561280402496, -0.1650057969931564] User Vector: [1.9842318037890458, -0.4507409865160889] Predicted: 2.549825645467985 Movie Vector: [0.4743966068063861, 0.04449102662786841] User Vector: [2.032337124234251, 0.11065105885213061] Predicted: 0.9690568148291694 Movie Vector: [1.7432125739711721, -0.2931795250797813] User Vector: [1.213476676766977, -0.2431074310540794] Predicted: 2.1866219223407466 Movie Vector: [0.5016095871343099, -1.1111333668671652] User Vector: [1.2491230884319897, -0.6876869435725317]
avg loss: 13.715521632333632: 41%|██████████████████▌ | 28929/70000 [00:46<01:07, 612.88it/s]
Predicted: 1.3906840256306419 Movie Vector: [0.5535313085581318, 0.2986746272993296] User Vector: [1.0853114585294785, -0.2108843695142886] Predicted: 0.5377680613650225 Movie Vector: [-0.4042561101738363, -0.3944350362653942] User Vector: [2.183646333004885, -0.3850740595096689] Predicted: -0.7308656719483575 Movie Vector: [0.9147663196919278, -0.7415344436306337] User Vector: [1.410223082307182, 0.07844312752396561] Predicted: 1.2318562980216168 Movie Vector: [0.13863168686424482, 0.6042434505415548] User Vector: [1.3752528538943354, 0.384989817851277] Predicted: 0.42328119896205885 Movie Vector: [0.06447401593324067, -0.7296155576743368] User Vector: [-0.06349489161539423, -1.0138707459104044] Predicted: 0.7356420990334253 Movie Vector: [0.20736899493138933, 0.2077602466331262] User Vector: [1.2284215126824996, 0.0728398696534859] Predicted: 0.26986976372099986 Movie Vector: [1.4319420261351705, 0.8235094959308823] User Vector: [1.4084565937857207, -0.6757389947502341] Predicted: 1.460350709681359 Movie Vector: [0.6169572894778967, -0.7254799107773158] User Vector: [0.9781203697273761, 0.14477945408159154] Predicted: 0.49842390666061864 Movie Vector: [-2.092618942260742, 1.0065555572509766] User Vector: [1.4717316078830223, -0.3031565042157773] Predicted: -3.3849173046150414 Movie Vector: [0.8479677316157571, 0.6875752607549794] User Vector: [1.0612658203203365, -0.6055156983364864] Predicted: 0.4835815561234282 Movie Vector: [0.1880664256332837, 1.3193074307256525] User Vector: [1.8401248554536629, 0.0668623444688512] Predicted: 0.43427769217762685 Movie Vector: [-0.2464118932500436, -0.7141952263811305] User Vector: [1.6654869460540183, -0.7954095522228578] Predicted: 0.15768191365511375 Movie Vector: [1.8661847556857865, -0.4868705427203149] User Vector: [1.4530984079557423, -0.33852415527573626] Predicted: 2.8765675366413257 Movie Vector: [0.1207422379621971, -0.4118994598782254] User Vector: [-0.6299813398468688, 0.23268784121585487] Predicted: -0.17190935296457527 Movie Vector: [1.9623139443503788, 0.40823832709803853] User Vector: [0.7315536198996541, -1.129689784004137] Predicted: 0.9743552018074945 Movie Vector: [0.16479106414298536, 0.03390184090640416] User Vector: [1.6365423597321265, -0.5445669286223257] Predicted: 0.25122573559828626 Movie Vector: [2.5758834380236637, -0.303252126713297] User Vector: [1.2206545859184332, -1.1137457948347875] Predicted: 3.482009712316566 Movie Vector: [1.1096975771435185, -0.5262001248529533] User Vector: [1.9039509908549561, -0.033509582275420134] Predicted: 2.1304425479288427 Movie Vector: [1.749082786508453, -0.5257243395662042] User Vector: [2.00539363306545, 0.020638550486149126] Predicted: 3.4967492954444928 Movie Vector: [1.184357424319966, -0.5153796323460155] User Vector: [1.2948854990532148, 0.4016133685565558] Predicted: 1.3266239042160166 Movie Vector: [1.71085869205931, 0.2567718547112349] User Vector: [-0.6149464147069896, -1.3026520268874935] Predicted: -1.3865707957394136 Movie Vector: [-1.5148639678955078, -0.8742618560791016] User Vector: [1.0422578079678833, -0.5698148597951282] Predicted: -1.08071140160236 Movie Vector: [1.811025132857912, 0.2877054080471846] User Vector: [0.8939655963021507, 0.6615060045411869] Predicted: 1.8093130177756898 Movie Vector: [0.14381003060301709, -0.8240157320529723] User Vector: [1.453261684617069, 0.37887633763544953] Predicted: -0.10320645537525122 Movie Vector: [0.956854177832886, 0.5207345505283139] User Vector: [1.6450583371108913, -0.854619417446299] Predicted: 1.1290510844267085 Movie Vector: [-0.1386630413664317, 0.6350976907734753] User Vector: [1.0352650766188984, 0.18377410412739575] Predicted: -0.02683849498915515 Movie Vector: [0.04553766995960137, -0.7893416025395993] User Vector: [0.8540048878003048, -0.724563185262795] Predicted: 0.6108172585210678 Movie Vector: [0.10287054419382297, -0.5474622239821985] User Vector: [0.3193848129672533, -1.6033037223216577] Predicted: 0.9106035110583357 Movie Vector: [1.4956289800647402, 0.9113902712467812] User Vector: [2.1228910981798954, -0.35018543764702936] Predicted: 2.8559018469555144 Movie Vector: [-0.5992278760954663, 0.1877769351124602] User Vector: [1.913881448108867, 0.043405418217290034] Predicted: -1.1387005788486746 Movie Vector: [1.5251380480777363, -0.4785363075118615] User Vector: [1.6116202462815126, 0.25740812700534754] Predicted: 2.3347642220356635 Movie Vector: [2.168718474364806, -0.30623588817626884] User Vector: [-0.06823778549116871, 0.7866886484574407] Predicted: -0.38890084302299316 Movie Vector: [0.27902210762735047, 0.19764651524700858] User Vector: [1.8987187252094484, -0.2576756510925559] Predicted: 0.47885580599700867 Movie Vector: [1.7979133938833962, -0.5988939880313331] User Vector: [2.0793931471037075, -0.4867944989212863] Predicted: 4.030107089137786 Movie Vector: [1.6220169130008157, 0.5709433941769843] User Vector: [1.0724981095386303, 0.6898682666867895] Predicted: 2.1334858025502084 Movie Vector: [0.7177968624339444, -0.5191373698507614] User Vector: [1.0586130890037404, -0.4075050497522975] Predicted: 0.9714202535477021 Movie Vector: [0.13735448821780272, -0.8672417261199385] User Vector: [1.6717573601303777, -0.5373222800897779] Predicted: 0.695611678292813 Movie Vector: [0.8895067100009398, -0.08755974513947448] User Vector: [0.9411973954677175, -0.4521721077039801] Predicted: 0.8767934732136824 Movie Vector: [0.5154071822329593, 0.2985073733002456] User Vector: [0.9507732933446046, -0.3144164399824836] Predicted: 0.396179758443508 Movie Vector: [0.6707197989578907, -0.34729066556853505] User Vector: [-0.87440725228599, 1.798196382097267] Predicted: -1.2109790748220726 Movie Vector: [-0.24891012492804804, -0.04618750791298293] User Vector: [1.2666838220687038, -0.1995772198142881] Predicted: -0.3060724539760349 Movie Vector: [0.45594744682964095, 0.31147070942539484] User Vector: [1.1954472420272988, -0.49671459355524405] Predicted: 0.39034907098528415 Movie Vector: [-0.14987029384009348, -0.7401879770693269] User Vector: [1.0246017364829791, -0.04262598481099503] Predicted: -0.12200612184793584 Movie Vector: [0.866953311476589, -0.17858058079422814] User Vector: [0.5692404397197816, -0.4431593303305333] Predicted: 0.5726445348362621 Movie Vector: [1.9693141165628596, -0.6793326275738357] User Vector: [1.8686369409393004, -0.0847970432566612] Predicted: 3.7375385047286427 Movie Vector: [1.6459057943347215, -0.4592472724935973] User Vector: [1.234810835518222, -0.6864417780789757] Predicted: 2.347628823395165 Movie Vector: [0.9145333637016722, -0.6529365911044054] User Vector: [0.8937475406383542, -0.45620507983604536] Predicted: 1.1152349343127514 Movie Vector: [0.030740020492355385, -0.33806165713991543] User Vector: [0.99199733369817, -1.161874010346394] Predicted: 0.4232790716917449 Movie Vector: [0.4793813407275389, 0.2534625649731138] User Vector: [1.5744235575751668, 0.30833808311414423] Predicted: 0.8329014373284092 Movie Vector: [1.007087569062567, -0.2943233455885077] User Vector: [1.1952891052249541, -0.15895466931038932] Predicted: 1.2505448693763184 Movie Vector: [-0.2421632597769809, 0.21487415838642068] User Vector: [-0.6728444907823132, 1.0988859363790495] Predicted: 0.39906040595294984 Movie Vector: [1.6318955067135974, 0.20949373854889802] User Vector: [1.4286767913207135, -0.043734548555176764] Predicted: 2.3222891222217 Movie Vector: [1.213573335001123, -1.0341328780633428] User Vector: [1.5260926436608035, 0.47734129893463395] Predicted: 1.3583910078023544 Movie Vector: [0.5177644026935984, -0.4253749118385912] User Vector: [0.2734550390061151, -0.34942511339818566] Predicted: 0.2902219617404988 Movie Vector: [1.3653874796365617, -0.463988928848043] User Vector: [0.1674293581653119, -1.3693203014738722] Predicted: 0.8639554092932435 Movie Vector: [-0.6497545545258916, 0.44450757703166743] User Vector: [1.244223376961751, -0.41183406080500207] Predicted: -0.9915031665360269 Movie Vector: [1.8243327224368, -0.5140781345727102] User Vector: [1.7321426519385836, -0.2826704530806398] Predicted: 3.305319219078533 Movie Vector: [0.825669484435194, 0.3047843856909781] User Vector: [-0.8969333713421984, 0.25472773092863243] Predicted: -0.6629334792992934 Movie Vector: [2.2526546319504894, 0.8426014399874511] User Vector: [1.2027187865597073, 0.24555236130356614] Predicted: 2.9162128187043006 Movie Vector: [-0.0705343441945524, 0.19976731407956433] User Vector: [1.3715564534519988, -1.4897475701558833] Predicted: -0.39434470571664104 Movie Vector: [-0.2426950352463404, -0.14292352893648647] User Vector: [1.5186817352042097, -0.22996143521988088] Predicted: -0.33570961741243444 Movie Vector: [1.1645611229033168, 0.15846096080694683] User Vector: [0.4979732333574499, 0.3380947586448265] Predicted: 0.6334950881131993 Movie Vector: [-0.15892816864301262, 1.2312855625392116] User Vector: [1.085136092490207, -1.1473711884805486] Predicted: -1.5852002711574595 Movie Vector: [0.3877910263757328, 0.04689417148850203] User Vector: [2.1137417160468495, -0.7971447172583285] Predicted: 0.7823086284867451 Movie Vector: [-0.4065571781777469, 0.04698872460584623] User Vector: [0.8631626085185591, -0.8318655717871315] Predicted: -0.39001325668963893 Movie Vector: [1.444934188262346, 1.0247338892937197] User Vector: [0.5635254922390315, 0.802105289407019] Predicted: 1.636201722530663 Movie Vector: [2.3452756458502124, 0.15977780599643956] User Vector: [0.9395065546565552, -0.25368496436057647] Predicted: 2.1628686147328424 Movie Vector: [1.8389701369832945, -0.37457699099360425] User Vector: [1.552511211122163, 0.22185820255994596] Predicted: 2.7719187766432705 Movie Vector: [0.7731359894626768, -0.6739841156580826] User Vector: [1.190654679674869, -0.3062085119402937] Predicted: 1.1269176570058526 Movie Vector: [-0.4116159787029174, -0.19698197669927803] User Vector: [1.229652651229388, -0.2064486859575892] Predicted: -0.4654780092535272 Movie Vector: [-0.6380537472507637, -0.5905346498064504] User Vector: [1.5030056676725654, -0.9986419053564175] Predicted: -0.3692657505359179 Movie Vector: [-0.6128151460909741, -0.5911817573812774] User Vector: [1.8407031421548332, -0.6629467813769624] Predicted: -0.7360887217050349 Movie Vector: [1.7602494380294886, -1.18828826179623] User Vector: [0.49683400756260426, -0.5034019323299076] Predicted: 1.4727383897591821 Movie Vector: [0.2617946356049952, -1.054441699458335] User Vector: [1.7256184749979109, -0.8107773690287368] Predicted: 1.3066751267363443 Movie Vector: [1.747757831753116, 0.02923388094197987] User Vector: [1.2705071755826973, -0.8123245187114753] Predicted: 2.196791468156928 Movie Vector: [2.4265569361044563, -0.867453352974228] User Vector: [0.557342118785089, -0.5811814718564401] Predicted: 1.8565702005694775 Movie Vector: [0.9472133363018729, -0.3723385892737388] User Vector: [1.6157422241351145, 0.4009474165056133] Predicted: 1.3811643872921802 Movie Vector: [1.3731082832094341, -0.4351346679884341] User Vector: [1.2592488341309171, 0.3955980868254339] Predicted: 1.5569465625993402 Movie Vector: [2.1867421477978146, -0.5332049052248325] User Vector: [1.0261846858209573, -0.4605379417103546] Predicted: 2.4895623934714552 Movie Vector: [2.0663618703187563, 0.15240126429668632] User Vector: [1.4374012753103913, 0.47953818152927824] Predicted: 3.0432734127925416 Movie Vector: [-0.5399227142333984, 0.27808189392089844] User Vector: [2.0414524652565085, 0.007484918258793549] Predicted: -1.1001451357745082 Movie Vector: [1.5649300787608793, 0.8715942784529818] User Vector: [1.128972214150731, -0.07695233000740573] Predicted: 1.6996913654616672 Movie Vector: [0.3621526922144466, -0.6113777502152742] User Vector: [1.5548706632359037, -0.6634807176930478] Predicted: 0.9687379452305358 Movie Vector: [2.6690993015083553, 0.6737733406722097] User Vector: [0.9945660398384962, -0.065049229328914] Predicted: 2.6107670856837664 Movie Vector: [1.924767581017642, -0.3623162958170848] User Vector: [1.7455671265649728, -0.8911254250982007] Predicted: 3.682680278832384 Movie Vector: [0.0059069999416654015, -0.17800144227044615] User Vector: [1.4419994861364693, -0.4388589983514384] Predicted: 0.08663542554040905 Movie Vector: [-0.6430860919953059, -1.2902257559950414] User Vector: [1.783429966462137, -1.0114322439997303] Predicted: 0.15807692417285835 Movie Vector: [1.1710423711998748, -0.5780413147692774] User Vector: [1.4641781078665872, 0.16033100962389843] Predicted: 1.6219366556937502 Movie Vector: [0.6395808242086937, 0.3386508186487026] User Vector: [1.5965146789662044, 0.10911494425290505] Predicted: 1.0580520394325368 Movie Vector: [1.4979056316912844, -0.2105557404833815] User Vector: [1.2600566440427667, 0.26298321107571554] Predicted: 1.8320733186189357 Movie Vector: [0.4061619865545496, 0.38429381098309423] User Vector: [1.5207797854124494, -0.9890349995838265] Predicted: 0.23760290956939045 Movie Vector: [1.3006371885637265, 0.7699931551771982] User Vector: [0.8606481422257948, -0.06970664730849448] Predicted: 1.0657173387492602 Movie Vector: [0.6669630478759504, -0.6847967212215325] User Vector: [1.6046793425709711, -0.9905319020481291] Predicted: 1.7485748239725982 Movie Vector: [1.5344100689612892, 0.3400478359909317] User Vector: [2.023024351911753, -0.26674984317534806] Predicted: 3.013441228404583 Movie Vector: [2.3602828936931535, -0.7560918827341957] User Vector: [1.174643558689211, -0.25135853309524947] Predicted: 2.9625412442902874 Movie Vector: [1.3913143132516133, 0.36533779006361916] User Vector: [0.891517327311011, 0.751672004477388] Predicted: 1.5149950069680926 Movie Vector: [1.296193530769364, -1.1767949119698786] User Vector: [1.3025551036264578, -0.17860285390348318] Predicted: 1.8985424285281516 Movie Vector: [1.414279510016413, 0.7607888998814927] User Vector: [1.5774287202126358, -1.1175298780812897] Predicted: 1.3807207909779806 Movie Vector: [1.464827428545633, 0.6185856639646538] User Vector: [1.8181933752903519, 0.9526606498366625] Predicted: 3.2526417471374818 Movie Vector: [0.024528057944071008, 0.13108706739405937] User Vector: [1.5780282345604886, 0.310243978477557] Predicted: 0.07937494128996836 Movie Vector: [1.5516590298700268, -1.5338774035114386] User Vector: [2.135277255395475, -0.33816058753451306] Predicted: 3.8319191185878174 Movie Vector: [-0.41788813289532184, -0.15739701242470674] User Vector: [1.210715023226021, -0.22755731420494965] Predicted: -0.47012659911298876 Movie Vector: [1.1163866152726496, -0.9681068122613268] User Vector: [1.1181566787400712, -0.6220299760602156] Predicted: 1.8504866071777801 Movie Vector: [1.2748608398460957, -1.0562659405765609] User Vector: [2.052191794058475, -0.02095452005821325] Predicted: 2.638392499937272 Movie Vector: [-0.3469921233163483, 0.27878926758117784] User Vector: [1.7483498251656395, 0.09527720532940807] Predicted: -0.5801013558430245 Movie Vector: [2.210313294267716, -0.5437833200355323] User Vector: [1.090520391679551, -0.13897226999464923] Predicted: 2.485962521769913 Movie Vector: [0.9671690670375366, -0.542134723364625] User Vector: [1.093654569551452, 0.2643406526055503] Predicted: 0.9144406231200819 Movie Vector: [1.3263094683053345, -0.9988705284728148] User Vector: [0.5209660253237985, 0.6842955923305682] Predicted: 0.007439472109498135 Movie Vector: [0.6940681705645279, -0.5165781242417542] User Vector: [2.1998926840978297, -0.30326304097540235] Predicted: 1.683534543548993 Movie Vector: [0.7600986540137563, 0.505614176308746] User Vector: [1.0323878140199152, 0.0319653430948247] Predicted: 0.800878718476058 Movie Vector: [1.6055176230060577, -0.3208328389684081] User Vector: [0.9757241184153994, 0.4684150386460248] Predicted: 1.4162593406436725 Movie Vector: [1.3020795401637848, -1.1406285683446205] User Vector: [1.0588133623482263, -0.10454167456869629] Predicted: 1.4979024365612907 Movie Vector: [0.2854943491575437, 0.12010805045415543] User Vector: [-0.12735442475803185, -1.081892629183752] Predicted: -0.16630298310060862 Movie Vector: [2.6173515098003066, 0.17396899530139318] User Vector: [1.2802640182257847, -1.089428066744277] Predicted: 3.161374254821624 Movie Vector: [0.8150960367526833, -0.6961518029587969] User Vector: [1.5076649815779952, -0.673499051382313] Predicted: 1.697749330145868 Movie Vector: [-0.797699254871609, -0.21450789050746347] User Vector: [1.3557263327522446, -0.2670314706159996] Predicted: -1.0241815279853408 Movie Vector: [1.1254941397568425, 0.5466082417470787] User Vector: [0.4375327429261933, -0.10751778072139756] Predicted: 0.4336704330384966 Movie Vector: [1.8904001228052723, 0.30094596139230456] User Vector: [1.2109004005324087, 0.778094686842572] Predicted: 2.5232507194575007 Movie Vector: [0.5265864987328855, 0.11208650858903474] User Vector: [1.8943259272778952, -0.8050241716284657] Predicted: 0.9072941087765789 Movie Vector: [-0.9762668044868014, -0.7207719464844512] User Vector: [-0.17225339180196572, 0.03870704659090182] Predicted: 0.14026631506252943 Movie Vector: [0.7434293845959457, 0.5627663055432415] User Vector: [0.4635677800872321, 1.0256824019010273] Predicted: 0.921849405447319 Movie Vector: [1.3116231162944396, -0.1462883377138155] User Vector: [1.6348253565138333, -0.22901921676781883] Predicted: 2.1777775692333265 Movie Vector: [1.3458823100392194, -0.02851325335529281] User Vector: [1.3167711492571135, 0.4117105864682424] Predicted: 1.7604797878941365 Movie Vector: [2.478598922458333, -0.08460793951869797] User Vector: [0.18156679024567168, 0.38171791413320727] Predicted: 0.41773488446495405
avg loss: 13.692052750631387: 42%|██████████████████▋ | 29053/70000 [00:46<01:08, 598.00it/s]
Movie Vector: [0.1213349442368774, 0.4831779303575324] User Vector: [1.1633450026921008, -0.37769741824501885] Predicted: -0.041340655819115474 Movie Vector: [0.28587527427400466, -0.011772260649932906] User Vector: [0.7029515123756805, -0.47070199116060785] Predicted: 0.20649768293010914 Movie Vector: [0.06394352985352586, 0.0255806252983692] User Vector: [1.6453723885643547, -0.5817642052763603] Predicted: 0.09032902630115386 Movie Vector: [-1.132656732404246, -0.504282219223565] User Vector: [0.5040060518585712, -0.5409667854283717] Predicted: -0.2980659167280368 Movie Vector: [0.5201407250521058, 0.41942106388233147] User Vector: [0.9465267518313376, -0.10361383584714381] Predicted: 0.44886928571482826 Movie Vector: [-0.03490418920693933, 2.097428104617876] User Vector: [2.0095047080255406, -0.4540836485330835] Predicted: -1.022547938821874 Movie Vector: [0.36027666782117573, -0.1911485677638526] User Vector: [-0.21773621266036045, -0.3670004827778564] Predicted: -0.008293660509647846 Movie Vector: [1.0080083068283203, -0.7583254238647817] User Vector: [1.5095755728214526, -0.9288206572038343] Predicted: 2.226013035757607 Movie Vector: [2.3663967604026253, 0.17696584734166662] User Vector: [1.4430397171305565, -0.4702053025787129] Predicted: 3.331594231954683 Movie Vector: [1.3607554439210536, -1.1856474679272098] User Vector: [1.387100825179149, 0.11051763762158173] Predicted: 1.7564700419225874 Movie Vector: [0.674434597514416, -0.24148973460782736] User Vector: [1.0845417544542921, -0.3243902154589177] Predicted: 0.8097893886935091 Movie Vector: [1.8317648989902624, 0.5711896015268118] User Vector: [1.5191152312205851, 0.1843820056204433] Predicted: 2.8879790423903993 Movie Vector: [1.5950621634681865, -0.5439645587257569] User Vector: [1.2906124308775027, -0.393347045737303] Predicted: 2.2725739083549765 Movie Vector: [-0.2524133785449292, 1.4925943226936604] User Vector: [0.8202714374248665, -0.20050546398770058] Predicted: -0.506320802061416 Movie Vector: [-0.46025279797464413, -1.3023236740509783] User Vector: [0.33333383619558926, 0.18118263484311883] Predicted: -0.38937626545176895 Movie Vector: [1.8260325298091518, -0.17070280947868238] User Vector: [2.1470134451781027, -0.34976228350273253] Predicted: 3.980221797276429 Movie Vector: [1.5676340404622784, -1.1033111142064722] User Vector: [1.1582523618682181, 0.8040440936707104] Predicted: 0.9286050450514871 Movie Vector: [1.7876172531374837, 0.013870976863722672] User Vector: [0.9097211206394191, -1.5323048782126916] Predicted: 1.6049786052847341 Movie Vector: [1.0399556375164727, -0.3489332580645218] User Vector: [1.3391171827449608, -0.9398972338169498] Predicted: 1.7205838675323786 Movie Vector: [1.7067479092876834, 0.7302847349719329] User Vector: [-0.723681486660809, 0.3186812501489083] Predicted: -1.0024138120430186 Movie Vector: [1.9396453622636394, -0.5039844488753674] User Vector: [1.8633865293624075, 0.5192208588540619] Predicted: 3.352629801388173 Movie Vector: [2.7182937843408608, -0.046223257844764] User Vector: [0.7479466414678266, 0.2978278892299011] Predicted: 2.01937213120338 Movie Vector: [0.04544865169915725, -0.17288962106606356] User Vector: [1.129856251883779, -0.4333774776998356] Predicted: 0.12627691116007214 Movie Vector: [-0.10062920686566335, -1.8979665825800496] User Vector: [1.3546356113899631, -1.1487061682268476] Predicted: 2.0438900133319784 Movie Vector: [0.6248340707305962, -0.028424899474029874] User Vector: [-0.07471731590285813, 0.5878758491224656] Predicted: -0.0633962365641628 Movie Vector: [0.5869749705491022, -1.1028110843894003] User Vector: [1.2242785378525958, -0.18281031359706348] Predicted: 0.9202260988754692 Movie Vector: [2.424772225505888, -0.14047658191537243] User Vector: [1.5038399121917305, -0.5408211619323838] Predicted: 3.722441958945483 Movie Vector: [1.0763108591692092, -0.4806792470096278] User Vector: [0.6432818733859968, -0.9319150458425618] Predicted: 1.140323488344606 Movie Vector: [-0.10207478260601047, -1.9636265649449494] User Vector: [1.0288577719270688, 0.2131205281908173] Predicted: -0.5235095640925477 Movie Vector: [1.8107847285384786, -0.502932037262261] User Vector: [1.617076059875554, -0.7264304049062412] Predicted: 3.2935217575765727 Movie Vector: [0.8726660511665546, -1.2484750291537858] User Vector: [1.7720228003207796, -0.24794090375615796] Predicted: 1.85593216677842 Movie Vector: [0.8986192151762238, -0.11706565860848002] User Vector: [1.2087364013865172, 0.7378235944895076] Predicted: 0.9998199513430948 Movie Vector: [-0.1894173604709382, -0.5104626275540053] User Vector: [1.4312607244917355, -0.7412560183613138] Predicted: 0.107277866243989 Movie Vector: [0.4339623437270959, -0.3142710417375848] User Vector: [1.1510136759991654, -0.34819131752560206] Predicted: 0.6089230405812911 Movie Vector: [2.7741967195941424, -0.12596754952598882] User Vector: [2.09461009683918, -0.00184597180358341] Predicted: 5.811092992024613 Movie Vector: [0.7092038641897116, -0.26430398648724834] User Vector: [1.0882330557516098, -0.13031348169164506] Predicted: 0.8062214609821544 Movie Vector: [-0.602898020422161, -1.1022667036444158] User Vector: [-0.6361146396401396, 0.5940492712944934] Predicted: -0.271288475071552 Movie Vector: [1.9578626718062146, -0.20585704288879575] User Vector: [0.2152002556640319, 0.5461718565358737] Predicted: 0.3088992242322034 Movie Vector: [0.9316467876048553, 1.7196637732659912] User Vector: [-2.44803735036568, 0.7761442982396265] Predicted: -0.9459989008952465 Movie Vector: [1.9373306316565329, -1.0490050602379606] User Vector: [0.833613582614553, 0.20055192577371683] Predicted: 1.4046051435870204 Movie Vector: [0.7320770616900767, 0.17233582778725173] User Vector: [1.9960511971324297, -0.45903287649919783] Predicted: 1.3821554846266166 Movie Vector: [0.6288028311341335, 0.4075261041248767] User Vector: [1.412327908104272, -0.8099523534524694] Predicted: 0.5579990599764544 Movie Vector: [-1.2494182200746453, 0.6268937116740504] User Vector: [0.2940473704230834, 0.2574992391822469] Predicted: -0.20596348836743592 Movie Vector: [0.5493477968043903, 0.6553828038097811] User Vector: [1.0593575446130512, -0.4102074513843115] Predicted: 0.3131128235293737 Movie Vector: [-0.231512425377956, -0.969635689137694] User Vector: [1.4814270778166279, -0.7651692926314007] Predicted: 0.3989666785617446 Movie Vector: [0.31120475761231386, -0.27386064637236696] User Vector: [1.8113246506247385, -0.6617804092395658] Predicted: 0.7449284594857979 Movie Vector: [1.6491130551694708, -0.2029921425308736] User Vector: [1.751746024076438, -1.1543059130213673] Predicted: 3.1231422680659318 Movie Vector: [0.15789363728912315, -0.9482073047577139] User Vector: [1.0160563161638394, -0.11086768497701537] Predicted: 0.2655543762064789 Movie Vector: [1.8784806018920235, -0.522914592471737] User Vector: [0.7985223459146485, -0.15405171793553146] Predicted: 1.5805646282818089 Movie Vector: [0.9026042504835525, -0.30397809785974295] User Vector: [1.310585977580466, -0.43258811712710676] Predicted: 1.314437786989296 Movie Vector: [0.2176215388827294, -0.5953114340255908] User Vector: [1.5048646479199062, 0.8511018807701856] Predicted: -0.17917972065262988 Movie Vector: [0.471378281364777, -0.3757080371835256] User Vector: [0.9587478431158325, -0.03668077186930864] Predicted: 0.4657141713515226 Movie Vector: [1.2125351159963031, 0.9502296590325227] User Vector: [1.3840698921756742, 0.3628042904905766] Predicted: 2.022980744504619 Movie Vector: [1.7943952358180495, -1.2228854518558132] User Vector: [1.126331511630229, -0.14451190089968535] Predicted: 2.1978053996512794 Movie Vector: [-0.08992356044571273, -1.2345509676374014] User Vector: [0.33891382835537187, 0.33912627034815523] Predicted: -0.4491450033395802 Movie Vector: [2.5078678395059866, -0.02307427496885938] User Vector: [1.3503060448563997, -1.2303660844053608] Predicted: 3.4147789087298213 Movie Vector: [0.5507208324433931, 0.4135146231635769] User Vector: [2.1183890838515973, 0.11872139487853932] Predicted: 1.215734032562402 Movie Vector: [0.2393087817214669, -0.21206798818865064] User Vector: [1.3966120577690373, -1.1344608150729434] Predicted: 0.5748043528135952 Movie Vector: [1.41822704445048, -0.22471947389084274] User Vector: [1.6307249658553424, -0.4789964399453214] Predicted: 2.420378076616732 Movie Vector: [2.469030753526142, 1.5848052384585065] User Vector: [0.7469685613709958, -1.040118335088123] Predicted: 0.19590336387777052 Movie Vector: [1.0265855881230852, 0.2236540564348376] User Vector: [1.4302962031382833, -0.5123776366714012] Predicted: 1.353726132020876 Movie Vector: [1.3503693735351707, 0.9021732050496153] User Vector: [0.3813254006999804, -1.8939803583861312] Predicted: -1.1937681877699546 Movie Vector: [0.6107634336737255, -0.22601419357535832] User Vector: [1.098337363433226, 0.6764123671696398] Predicted: 0.5179455037323785 Movie Vector: [1.4554460270195648, 0.8624728916521209] User Vector: [1.526205287913877, 0.7927238035676314] Predicted: 2.9050122138549463 Movie Vector: [2.3000340761949243, -0.03982354047709144] User Vector: [1.8618385355156508, 0.2191862872338394] Predicted: 4.273563302077171 Movie Vector: [0.9547478314195502, -0.24692948566782766] User Vector: [2.0493486057912977, -0.44648631067874067] Predicted: 2.0668617722555473 Movie Vector: [-1.0124951545713008, -0.6332557151817644] User Vector: [0.6501792734123242, -0.5345887322916016] Predicted: -0.3197719939372362 Movie Vector: [0.2461479503349985, 0.6152679840867294] User Vector: [1.6761045262462662, -0.5218820337665188] Predicted: 0.09147238683612363 Movie Vector: [1.9708689560935408, 0.3526532459967965] User Vector: [1.6487151722729683, -0.8164484154392618] Predicted: 2.9614783665796107 Movie Vector: [0.1616446451684539, -0.8425067315568164] User Vector: [0.3138681951535094, 0.36114848146657436] Predicted: -0.253534913691859 Movie Vector: [2.0802977897467994, -0.3319308681589736] User Vector: [1.2172356627272387, -0.39614859551479986] Predicted: 2.6637066060016408 Movie Vector: [-0.28339504088437956, -1.9617608292403756] User Vector: [1.731536779784049, -0.4949701712859322] Predicted: 0.4803041571714336 Movie Vector: [1.926099098137965, -1.0247578682636715] User Vector: [-0.867005512599735, -0.02739374767210513] Predicted: -1.6418665774307744 Movie Vector: [1.202355952758937, -0.15136589257968974] User Vector: [1.2245022292086347, -0.4754850133677841] Predicted: 1.5442597579122703 Movie Vector: [1.913190181237895, -0.3456664587194824] User Vector: [0.5404003348678148, 0.5119790974541893] Predicted: 0.8569146130513874 Movie Vector: [1.3327654588570064, -0.2674537237805392] User Vector: [2.00197227821868, 0.0603717724666639] Predicted: 2.652012846641685 Movie Vector: [1.3891542882340733, -0.43258525959416994] User Vector: [1.2284734724390036, -0.47415343329980836] Predicted: 1.911650978251909 Movie Vector: [0.26734842788153484, -0.034043943208902944] User Vector: [0.7441811948402555, 1.3093741604730498] Predicted: 0.15437941294119498 Movie Vector: [2.4229455098702823, 0.13880543854656577] User Vector: [0.7980845006670201, 0.5795066416323664] Predicted: 2.0141539309206506 Movie Vector: [1.217591647526102, 0.19446559162267424] User Vector: [1.4632471323851233, 0.04417017104770661] Predicted: 1.7902270651035135 Movie Vector: [0.9178222331366459, 0.18725624150896925] User Vector: [1.1893708502464315, 0.0167886081572744] Predicted: 1.094774781464509 Movie Vector: [1.42233293859416, 0.5447420491628749] User Vector: [0.14905553854428544, -0.34846859829572635] Predicted: 0.02218110384689992 Movie Vector: [1.5986576930995402, 0.5319042280370909] User Vector: [1.511673034866218, -0.6971554959310942] Predicted: 2.045827770754965 Movie Vector: [0.7343637136749278, -0.8290456035548159] User Vector: [1.9676924510895564, 0.48470248544160255] Predicted: 1.0431614711647952 Movie Vector: [1.5104266860629045, -0.27472935035557505] User Vector: [1.5123903898639577, 0.6926752649917342] Predicted: 2.094056579037047 Movie Vector: [-1.2363270036355873, 1.5346884910496785] User Vector: [0.02471356636552846, 0.49966457790837604] Predicted: 0.7362754276473372 Movie Vector: [0.6281006756183474, 0.3508725161101846] User Vector: [1.2863106499444483, 0.2057620664579231] Predicted: 0.880128842263306 Movie Vector: [2.1282458710646472, 0.17304667604994428] User Vector: [1.6833554241256552, -0.23443188663607295] Predicted: 3.542026572187214 Movie Vector: [2.623759143267526, -0.8398803017000523] User Vector: [1.506348049351979, -0.4958088243854722] Predicted: 4.368714532440876 Movie Vector: [1.2665345968555872, -0.13480917096680023] User Vector: [0.9291117318781047, -1.2966761707248897] Predicted: 1.3515559923558593 Movie Vector: [0.8534261741984128, -0.6606998701103588] User Vector: [1.3423306314567003, -0.4161086617021238] Predicted: 1.4205030340518199 Movie Vector: [1.3641151873959874, -0.26650833672456503] User Vector: [-1.277939224804854, 0.982112063222031] Predicted: -2.0049973575717908 Movie Vector: [-0.9091134594053065, -0.25803404868585333] User Vector: [1.539119348501236, -2.200681440895673] Predicted: -0.8313833732914723 Movie Vector: [-0.09082578987287351, 0.6435894753759823] User Vector: [1.8883399194998036, -0.6573119519887134] Predicted: -0.5945490190758269 Movie Vector: [1.1112873226378497, 0.46478618883646483] User Vector: [0.9004180451234284, -0.6516737573319705] Predicted: 0.6977341965849553 Movie Vector: [2.512267987349699, -0.6780431697578394] User Vector: [1.7712186659604143, 1.0057508218108788] Predicted: 3.767833477881389 Movie Vector: [1.5678094976116084, -1.5364351283439635] User Vector: [0.70441237236715, -0.3081554208056816] Predicted: 1.5778452211478082 Movie Vector: [1.661744648418328, 0.256603045282676] User Vector: [0.024076578194269255, -1.5269286601568481] Predicted: -0.3518054191590912 Movie Vector: [0.1441151489091576, -0.09833782989224106] User Vector: [1.7485557730269137, -0.8221331790446417] Predicted: 0.3328401683154002 Movie Vector: [1.6235148866651516, 0.2374246419579558] User Vector: [2.2097768711160914, -0.31061960191003707] Predicted: 3.513856898696701 Movie Vector: [0.29747473659364165, -0.7473322852158107] User Vector: [0.8716608202893823, -0.5144491906100118] Predicted: 0.6437615621605859 Movie Vector: [1.2546814149752152, 0.42046676292974283] User Vector: [1.6283533009854843, -0.3032366161543572] Predicted: 1.9155637053638386 Movie Vector: [0.8026903513094367, 0.4831599453384058] User Vector: [1.4706532073429248, 0.745954684650684] Predicted: 1.5408945643171943 Movie Vector: [1.4531884315881114, 0.5173262639052492] User Vector: [0.7817874131302589, -0.9937714676966753] Predicted: 0.6219803441629308 Movie Vector: [2.2974750575099825, 0.9214534962918812] User Vector: [1.0544644172636426, -0.6305595256268128] Predicted: 1.841574418186041 Movie Vector: [-0.34494052972876843, -0.0031595852874013453] User Vector: [1.1384265459983427, 0.11078607355274425] Predicted: -0.3930394938820067 Movie Vector: [1.4171283111491801, -0.23675924412293287] User Vector: [1.5856514414054481, -1.340036627992589] Predicted: 2.564337608370735 Movie Vector: [1.2914157917353195, 0.44869714522784754] User Vector: [0.9432952975142708, -0.07660221577514689] Predicted: 1.1838152479431596 Movie Vector: [0.6874233441384626, 0.4245344625407382] User Vector: [1.3705312075746339, -1.070824791354706] Predicted: 0.48753311868401206 Movie Vector: [1.427055268155156, 0.36878608074709757] User Vector: [1.3645857359940938, -0.43333797235803273] Predicted: 1.7875302509349396 Movie Vector: [1.8950308463159276, 0.13311602342834805] User Vector: [1.0398706441096472, -0.25203365542885087] Predicted: 1.9370372287853945 Movie Vector: [1.2818647941601493, -0.48513737286497344] User Vector: [0.9128300328754809, -0.02400320126539888] Predicted: 1.1817695321973756 Movie Vector: [0.09096875175225067, 1.4076779865456701] User Vector: [-0.1365395018438354, -0.4100802499844805] Predicted: -0.5896817686679063 Movie Vector: [1.3419733920853876, 0.3175563926208753] User Vector: [1.5341255884928973, -0.5425757301524547] Predicted: 1.8864573282839538 Movie Vector: [2.167174656080936, -0.4881534151613516] User Vector: [1.6354561842213484, -0.554483204163098] Predicted: 3.814992063337166 Movie Vector: [1.7267048176874933, 0.780788595573136] User Vector: [0.9552356135701778, -0.8301176261523207] Predicted: 1.0012635604943187 Movie Vector: [1.0412302899557915, -0.14563266762461746] User Vector: [1.5255881317235453, 0.5541520225032877] Predicted: 1.5077859354408905 Movie Vector: [2.1048141121169386, -1.3768526786904665] User Vector: [0.8888154604966507, 0.22520833377524202] Predicted: 1.5607126266992073 Movie Vector: [0.9417767594449292, 2.0115218641915815] User Vector: [0.2682311094822383, -0.9641304369958393] Predicted: -1.6867556288792145 Movie Vector: [2.604191852494906, -0.11084237698308913] User Vector: [1.6150347766582083, 0.14800447101032244] Predicted: 4.1894552394983275 Movie Vector: [0.950772534025532, 0.47497850736300395] User Vector: [1.0236268469056888, 0.12992850083085744] Predicted: 1.0349495365176404 Movie Vector: [0.5306774825380824, -1.0867934378112893] User Vector: [1.9768226209803985, -0.40832093835784283] Predicted: 1.4928157682544634 Movie Vector: [1.2563266251539111, 0.4501451453879836] User Vector: [1.3056272966235667, -0.3356487093978628] Predicted: 1.48920369818472 Movie Vector: [2.474737670843685, 0.1416636515872148] User Vector: [1.8596661697562111, -0.9126033131783118] Predicted: 4.472903207693852 Movie Vector: [2.610477622809359, -0.6222768076075503] User Vector:
avg loss: 13.663785708985923: 42%|██████████████████▊ | 29193/70000 [00:47<01:04, 635.04it/s]
[0.4148925464269605, -1.4162685762310012] Predicted: 1.9643787966498916 Movie Vector: [1.159324285299463, 0.43647751029268145] User Vector: [0.6975081196431517, 0.0068531161437328375] Predicted: 0.8116293333680322 Movie Vector: [0.5367594901252517, 0.8094690172043801] User Vector: [0.7031281547846983, -0.1043021439633004] Predicted: 0.29298135588866114 Movie Vector: [-0.5231489600766236, -0.0904713274017628] User Vector: [-0.11059464263465262, 0.12512610881365993] Predicted: 0.04653714712737511 Movie Vector: [1.52728759265502, -0.27365862547640657] User Vector: [1.6956389623448198, -0.9219928712859513] Predicted: 2.842039650666835 Movie Vector: [-0.018987489722314177, -0.4546817618296298] User Vector: [0.6178102701643728, -0.5850691493162604] Predicted: 0.2542896054481939 Movie Vector: [1.113696537671344, 0.8607638006547893] User Vector: [1.6095944449032862, -0.8209688508065344] Predicted: 1.0859394921043914 Movie Vector: [2.7019794182256853, 0.8023845804651702] User Vector: [0.05733118732462951, -0.4607767716670885] Predicted: -0.21481248844860215 Movie Vector: [0.579876916316571, 0.15681742472188634] User Vector: [0.759376572150543, -1.12642070733697] Predicted: 0.2637025505037157 Movie Vector: [-0.05203079176281264, -0.7442583441016697] User Vector: [2.4463181761962325, 1.511297988083374] Predicted: -1.2520800096663667 Movie Vector: [1.7822629729366053, 0.5384442572336371] User Vector: [0.8498359198444132, -0.059925013046006725] Predicted: 1.4823648138709453 Movie Vector: [1.3082547973395384, -1.0566069195991579] User Vector: [0.3851283447023509, -0.7126803825678701] Predicted: 1.2568690282320727 Movie Vector: [0.24293449796701902, 0.29756969013096723] User Vector: [1.6508673881956253, -0.579565929283399] Predicted: 0.228591386174101 Movie Vector: [2.39989429131003, 0.8602077847982588] User Vector: [1.2438331947934815, 0.6016684108068175] Predicted: 3.502628034370014 Movie Vector: [0.8243269562945168, -0.37983343505425826] User Vector: [1.8760127253971708, -0.18830441488939437] Predicted: 1.6179721726397518 Movie Vector: [1.0904328261572205, -0.7317630604067809] User Vector: [-1.1762979019304403, -0.9872471231653271] Predicted: -0.5602428693795691 Movie Vector: [1.551494424878227, -1.0282771999709532] User Vector: [1.2688509334149654, -0.3122799689468279] Predicted: 2.2897255212705137 Movie Vector: [1.3260027825854974, -1.142990623748164] User Vector: [1.6921816256364215, -0.6662789345247337] Predicted: 3.005388119196633 Movie Vector: [1.3852162317270786, -1.0646056187372062] User Vector: [1.4196659716585325, -0.46932396132088156] Predicted: 2.4661892738022075 Movie Vector: [-1.6448688507080078, -0.4347705841064453] User Vector: [-0.3564113065567556, 0.1759136512190853] Predicted: 0.5097677753025309 Movie Vector: [1.993928903105817, -0.48885868390197834] User Vector: [1.6287892960792851, -0.7769481004761513] Predicted: 3.627507880380778 Movie Vector: [0.5464051433657404, -0.2671213793869125] User Vector: [-0.3816599083674992, -0.13204967153027394] Predicted: -0.17326764654174326 Movie Vector: [0.49020883324691894, 1.0501096099141036] User Vector: [1.4482519849262456, -1.022826496384716] Predicted: -0.3641340173501342 Movie Vector: [0.14255298678544256, 0.4758135431219385] User Vector: [1.1894142966279733, 0.6660845357624579] Predicted: 0.4864866034894906 Movie Vector: [1.119023192084154, -0.5054309782944324] User Vector: [0.568870864808092, 0.5255070809189] Predicted: 0.3709721330117333 Movie Vector: [0.6295921035354279, -1.2117688252988894] User Vector: [1.4812031013942952, -0.9877182602031992] Predicted: 2.1294399722627277 Movie Vector: [0.6542952086646876, -0.11961779490025928] User Vector: [2.2308101128894626, -0.3575958386939841] Predicted: 1.5023831939943895 Movie Vector: [1.2029857743431729, -0.11650231433798153] User Vector: [2.245461586025885, -0.36027441082077066] Predicted: 2.7432311474805706 Movie Vector: [2.659265819295483, -0.37933161519113334] User Vector: [0.9155337321165221, -0.6453517536466513] Predicted: 2.679449883306709 Movie Vector: [1.6760176565442344, 0.23155314162492038] User Vector: [1.385089097313766, 0.42786230825055793] Predicted: 2.420506644643094 Movie Vector: [1.4423066565605653, 0.49804661221043] User Vector: [0.0392566443641337, 0.3947528212518076] Predicted: 0.25322542476559307 Movie Vector: [1.8386183961364106, -0.4236979253905753] User Vector: [1.2112724354668547, -0.30587631169242524] Predicted: 2.356666941272514 Movie Vector: [0.9687292226148827, -1.435328221485826] User Vector: [-0.27756946918208714, 0.21654304809101427] Predicted: -0.5797000041939842 Movie Vector: [0.5589982231332815, -0.6509274646879646] User Vector: [0.9012812139463338, 0.9972744120514456] Predicted: -0.14533870749542055 Movie Vector: [-0.012527175627158132, 0.5822002709035179] User Vector: [1.3632764792174206, -0.714601115084881] Predicted: -0.4331189666739041 Movie Vector: [1.7574146469609475, -0.13749579641594195] User Vector: [1.4119598403009685, -1.1480615418882754] Predicted: 2.6392525403020053 Movie Vector: [1.9940857577101063, 0.005753690333429082] User Vector: [1.4574254869730996, 0.12548287420153842] Predicted: 2.9069533960970784 Movie Vector: [1.396549767738993, -0.718849571011561] User Vector: [1.0523438058021644, -0.8933150981953311] Predicted: 2.1118096726904447 Movie Vector: [0.9053189619427382, -1.1282362709691087] User Vector: [1.455505619122655, -0.6792450598338136] Predicted: 2.0840457495870353 Movie Vector: [1.4619697157871465, 0.8658613502127629] User Vector: [0.7784159434036431, 1.3050147339183535] Predicted: 2.267982355100103 Movie Vector: [1.842234714124174, -0.31301758094931] User Vector: [0.7388882082241646, -0.47218185384373107] Predicted: 1.5090067287058921 Movie Vector: [1.4910084386900178, 0.4493936808548067] User Vector: [1.279480172751166, -1.1289269048747108] Predicted: 1.4003831175108798 Movie Vector: [-0.70114013750291, -0.19329275461519854] User Vector: [1.60782349524794, -0.9066778118554895] Predicted: -0.9520553347365218 Movie Vector: [0.5946320996716902, -0.21848291163676548] User Vector: [1.6737281026293138, -0.8080126733177935] Predicted: 1.171789417451861 Movie Vector: [0.7406753641968927, -0.8534915479081355] User Vector: [1.1443488314963568, -0.4900539542749001] Predicted: 1.2658478955294399 Movie Vector: [1.8040467590362967, 0.2042238571108566] User Vector: [1.7803365146831687, -0.6273385012524236] Predicted: 3.083692830868233 Movie Vector: [2.340132086240267, -0.6833904153788586] User Vector: [1.342440317356794, -0.613945698111787] Predicted: 3.561052266161878 Movie Vector: [0.5840263076178426, 0.2758153380177539] User Vector: [0.22608261084743558, -0.19865208792946173] Predicted: 0.07724689964963237 Movie Vector: [0.45636989293322494, -0.9338344826083689] User Vector: [2.091144708985867, -0.2516533702841979] Predicted: 1.189338081783756 Movie Vector: [1.8856633227594928, -0.1512746566308458] User Vector: [-0.08581107119262835, 0.14219061838060662] Predicted: -0.18332062660629686 Movie Vector: [1.6978598119450423, -0.21800199578624174] User Vector: [2.919375511239935, 0.2731960874950885] Predicted: 4.8971330641958755 Movie Vector: [2.629812841127985, -0.6882791071307985] User Vector: [1.2991007165735762, -0.608176797375977] Predicted: 3.8349871294393636 Movie Vector: [1.0442229567106802, -0.1453855215941359] User Vector: [-0.3765987423322873, -0.646067353920905] Predicted: -0.29932421297701073 Movie Vector: [1.885739321398867, -1.2346051873927526] User Vector: [1.3023277705172736, -0.2805992543529807] Predicted: 2.8022799812168713 Movie Vector: [1.9245590178647698, -0.18675340735697327] User Vector: [1.1023832911466076, -1.5308099203267518] Predicted: 2.407485672756525 Movie Vector: [1.9301508769220184, -1.0326086259657448] User Vector: [1.028293512826001, -0.521355255943817] Predicted: 2.5231175599944926 Movie Vector: [0.38594058560723127, -0.9471401921494169] User Vector: [-0.4733274496953071, -0.6301358636028045] Predicted: 0.41415072981361495 Movie Vector: [2.1864654524865212, -0.5407442308703113] User Vector: [2.795821980151302, -0.6138002054965368] Predicted: 6.444877090932542 Movie Vector: [0.8299767362443452, -0.8917338122330827] User Vector: [0.32091009517159225, 0.09195493824171577] Predicted: 0.18434858578643742 Movie Vector: [1.8656479394708159, -0.11810877619855117] User Vector: [1.330135451076928, 0.2977671004985895] Predicted: 2.4463955556866757 Movie Vector: [0.8620710996648158, -0.5746746391623194] User Vector: [-0.07031293923429559, -1.4307209105367467] Predicted: 0.7615842701583154 Movie Vector: [1.5920498844674802, -1.0382584021182149] User Vector: [1.1370513570948337, -1.318809137764408] Predicted: 3.1795071497705965 Movie Vector: [1.5864965625387424, 0.47121825605126716] User Vector: [2.0047572266940747, -0.16880268378329105] Predicted: 3.1009975426057164 Movie Vector: [1.18892748452955, 0.039230199246350864] User Vector: [0.9520923213862588, -0.2306384007779224] Predicted: 1.122920738289287 Movie Vector: [-0.36873656879705685, 1.7438383690349022] User Vector: [0.9770784601739627, -0.08003734947350953] Predicted: -0.49985675981782013 Movie Vector: [0.8861497430027799, -0.25415327255699094] User Vector: [-0.3359107165473317, -0.9879614988823825] Predicted: -0.04657354703903016 Movie Vector: [2.020192423646703, -0.7849024486949979] User Vector: [0.317527162572421, 0.50411803722713] Predicted: 0.2457824862799493 Movie Vector: [1.401463764184682, 0.6182036114994938] User Vector: [1.3668017016616012, -0.23693138886712783] Predicted: 1.769051217429447 Movie Vector: [-0.5291382869207809, -0.18562442635050674] User Vector: [0.6703023367007079, -0.5088431400858243] Predicted: -0.2602289141799874 Movie Vector: [0.7840036046986789, 0.31852040574214213] User Vector: [-0.9668767705216295, -1.0673017063828882] Predicted: -1.097992245954733 Movie Vector: [0.3537372036220659, 0.06524267350536783] User Vector: [1.9429301935516219, -0.22635826650934415] Predicted: 0.6725184750227198 Movie Vector: [1.2340459299599982, -0.5904489623588218] User Vector: [1.8078224675666645, 0.2582084150041104] Predicted: 2.07847706747939 Movie Vector: [0.702033776827076, -1.1201701957871326] User Vector: [1.1963369827198505, -0.05284267646599907] Predicted: 0.8990617615795593 Movie Vector: [1.3956863041899774, 0.38571107107773284] User Vector: [1.6972446334524778, -0.46904051659588497] Predicted: 2.1879069697345095 Movie Vector: [-1.1544834298295374, -0.6839958480904438] User Vector: [0.22269789550418045, 0.9863557346251047] Predicted: -0.9317642574412575 Movie Vector: [1.0231664477627342, 1.6809021439125522] User Vector: [1.3365245164904649, 0.7980936647811435] Predicted: 2.7090043940590047 Movie Vector: [1.5892258143423845, 1.1261471011783395] User Vector: [1.9714084033276693, 0.2716451721904677] Predicted: 3.4389255483912216 Movie Vector: [1.2659891635817695, -0.03688807122298951] User Vector: [1.179950943141663, -0.3115695274834283] Predicted: 1.5052983064961558 Movie Vector: [1.6675430406927985, -0.1111290832316778] User Vector: [-0.17454656165355986, -1.034241744815396] Predicted: -0.17612956722098444 Movie Vector: [-0.6755733489990234, 0.5407428741455078] User Vector: [0.8225448688103407, -0.26616033041118403] Predicted: -0.699613693774226 Movie Vector: [1.1379263313033385, 0.005579898019406143] User Vector: [0.5396694643623345, 1.5761635972872923] Predicted: 0.6228989258330325 Movie Vector: [2.013941794110079, -0.25021366845063076] User Vector: [0.685127844573001, 0.9784283072167845] Predicted: 1.1349914644294687 Movie Vector: [1.2274684251658798, -0.16111728705924921] User Vector: [0.8548229807881986, -0.33790112544306883] Predicted: 1.1037099306493476 Movie Vector: [1.962186555901453, 0.4959075068557066] User Vector: [1.7515302411056253, -0.7174363769559386] Predicted: 3.081047006328478 Movie Vector: [2.41512188470916, -0.7678267177283864] User Vector: [0.8589007894822638, -0.809427845289147] Predicted: 2.6958504191589157 Movie Vector: [0.7703402063573003, -0.5192762988592057] User Vector: [1.580315799733321, -0.6743167249955987] Predicted: 1.5675374924908438 Movie Vector: [1.004341616722142, 0.7883195946440958] User Vector: [1.4215321703596226, -0.5342722751478718] Predicted: 1.0065266148273697 Movie Vector: [0.8878710887016484, -0.37867597080185256] User Vector: [1.7482488538556136, -0.4549450193325541] Predicted: 1.7244963600514152 Movie Vector: [2.021230906084752, -0.5018820009171003] User Vector: [1.413057640432094, -0.2237546817054224] Predicted: 2.9684142222894296 Movie Vector: [1.663565532430096, 0.5019699394213559] User Vector: [1.4252705062252664, -0.7490783713616072] Predicted: 1.9950160638513137 Movie Vector: [1.534143845268789, -0.25876797139005026] User Vector: [-0.49808966054994386, 0.5899398951946138] Predicted: -0.9167987370462858 Movie Vector: [0.09689058069189362, -0.6045696382484187] User Vector: [2.1753669370899735, -0.47907883480737185] Predicted: 0.5004090836045603 Movie Vector: [0.5299453450973078, 0.3177161765382941] User Vector: [1.386979846606576, -0.41915104786323276] Predicted: 0.6018524451338071 Movie Vector: [1.3383833897980977, 0.9785204658459234] User Vector: [1.7408207244122593, -0.7999677043114001] Predicted: 1.5471007714851748 Movie Vector: [0.5682895435287065, -2.2810790005689308] User Vector: [1.3080216943192766, -0.8181553555444904] Predicted: 2.6096120523258914 Movie Vector: [1.1325452549444195, 0.18569593031433124] User Vector: [0.8342260288394395, -0.6337535966712241] Predicted: 0.8271132667893173 Movie Vector: [1.7374874224724666, -0.4269026740505093] User Vector: [1.4195706785584314, -0.3462741627710682] Predicted: 2.61431156534755 Movie Vector: [1.9137321005893908, -0.31368831679396314] User Vector: [0.5431497473422418, 1.960246839959483] Predicted: 0.4245365751882897 Movie Vector: [0.6851186032537553, -0.6960037308240268] User Vector: [1.6692190619826532, 1.1406391436784724] Predicted: 0.34972393274595914 Movie Vector: [2.631273151360236, -0.35959982737431845] User Vector: [1.0525193220062323, -0.2273246820732077] Predicted: 2.8512117497143254 Movie Vector: [1.2693493583564173, 0.019748504088904568] User Vector: [1.8229870908795591, -0.2230785011407264] Predicted: 2.3096020274080757 Movie Vector: [2.3140646295876612, -0.49571417096415926] User Vector: [0.9649470324441477, 0.5444358629652049] Predicted: 1.9630652247516265 Movie Vector: [-0.5173752147002783, -1.061956420448242] User Vector: [1.9046586751048138, -0.34143879898232576] Predicted: -0.6228300661936832 Movie Vector: [1.6953868548966509, -0.5745410664702716] User Vector: [1.4713302512754982, -0.2578468065732811] Predicted: 2.6426175464588324 Movie Vector: [0.6171146017713551, -0.34391167420603946] User Vector: [0.9554534190365058, -0.931684998334299] Predicted: 0.9100416038095929 Movie Vector: [2.505395398214462, -0.9496639950621971] User Vector: [1.5196625430644735, 0.07856455070559172] Predicted: 3.732745617139279 Movie Vector: [2.666551246736413, -0.8539651624485478] User Vector: [1.8886315069795723, 1.4551612764099162] Predicted: 3.793475663763819 Movie Vector: [0.24134617254360688, -0.22729425152952754] User Vector: [-0.15505198530612924, 1.3175319929178595] Predicted: -0.3368886513953935 Movie Vector: [1.0074152847124633, -0.050655557117799385] User Vector: [1.0796986512860205, -0.10439544459427619] Predicted: 1.0929931335954524 Movie Vector: [2.776030547811303, 0.6667795414828501] User Vector: [0.6438914335669662, 0.21087696506458853] Predicted: 1.9280707351309718 Movie Vector: [1.634032297365278, -1.0869517081940954] User Vector: [1.0598797906603232, 0.07803572057754124] Predicted: 1.6470567494818025 Movie Vector: [-0.36263388777593514, -0.14929790862282905] User Vector: [0.6143425705188773, 0.3863005363328529] Predicted: -0.2804552969478942 Movie Vector: [0.5127444361179975, 0.9083208635130646] User Vector: [1.6942921733038725, -0.7978643498383795] Predicted: 0.14402204980834377 Movie Vector: [-0.14397460092276573, 0.16981994443301618] User Vector: [0.4990449149813684, -0.058992985031341746] Predicted: -0.08186797791693827 Movie Vector: [0.5707127043994698, -0.8769819632568315] User Vector: [1.5808833951403864, -0.5196680146883309] Predicted: 1.357969713543938 Movie Vector: [1.3277282441532694, -0.5608838364068782] User Vector: [-0.13809048737977433, -0.16282019445541887] Predicted: -0.09202342503234773 Movie Vector: [-0.2906365121438233, 0.29404040860650166] User Vector: [1.137778748998744, -0.4635151709623334] Predicted: -0.4669722374654346 Movie Vector: [-0.1141609843991431, -1.6568189079029678] User Vector: [-0.49126736449221653, -0.29244513556452534] Predicted: 0.5406121960611563 Movie Vector: [0.45755584484845524, -0.29786215259279386] User Vector: [0.07660562141831992, 0.4906719606798578] Predicted: -0.11110125659682885 Movie Vector: [0.9576947715789683, -0.4931613275904593] User Vector: [1.556823315827177, -0.4280806574968988] Predicted: 1.7020743752068874 Movie Vector: [2.6566154957908217, -0.00793730613768684] User Vector: [1.2538980090233034, 0.09836443355883052] Predicted: 3.330344132290351 Movie Vector: [1.9984909653739118, -1.0672577449786047] User Vector: [1.3782300093568043, -0.4298119574864567] Predicted: 3.213100362418611 Movie Vector: [2.8186145615177933, -0.006276123041305773] User Vector: [1.609042545978231, -0.3171113281373262] Predicted: 4.537260979909087 Movie Vector: [0.5418207225348413, -0.8195987410899813] User Vector: [0.8047474219882692, -0.4064826060133653] Predicted: 0.7691814618032639 Movie Vector: [0.9882164886499434, -0.4047887520679344] User Vector: [2.1368367985386945, 0.31957899946585305] Predicted: 1.9822953734889934
avg loss: 13.638669232215427: 42%|██████████████████▊ | 29323/70000 [00:47<01:05, 623.05it/s]
Movie Vector: [1.4717176958214886, -0.556502681097628] User Vector: [1.8168177130730823, -1.16231569835787] Predicted: 3.3206745808295994 Movie Vector: [0.6563381489499704, -0.5934008141411993] User Vector: [1.1105408663423681, -0.7598910483638086] Predicted: 1.17981030330614 Movie Vector: [0.08776843229660285, 0.37507952053652166] User Vector: [2.3183517663067192, -0.29474148719240206] Predicted: 0.09292660434245341 Movie Vector: [0.5145117249654483, -0.08246930280846519] User Vector: [1.152889423466235, -1.1409280946832054] Predicted: 0.6872666704851482 Movie Vector: [0.7191158005903634, 1.287661342791594] User Vector: [1.4605670029397917, 0.28950985611593805] Predicted: 1.423107459712566 Movie Vector: [1.8438740814257784, -0.20779577861750648] User Vector: [1.3910397094855238, -0.30504521645591076] Predicted: 2.6282891748214032 Movie Vector: [0.3651932124210648, -0.5118497558803243] User Vector: [0.20293739422060786, -0.2543603971453319] Predicted: 0.20430566610024425 Movie Vector: [1.7005900013257735, -0.6239576386005409] User Vector: [0.9804682590719308, -1.2423321265619054] Predicted: 2.4425371380421685 Movie Vector: [2.0255643817315976, 0.0899183805987176] User Vector: [-0.004620443007685118, -0.8725135408599423] Predicted: -0.08781400942876681 Movie Vector: [1.842277498661427, -0.6378122343647] User Vector: [2.0729367599135826, -0.038142435936011576] Predicted: 3.8432524612253776 Movie Vector: [1.6669650259916664, -1.0329454210328983] User Vector: [2.012646941455346, 0.5604585782895262] Predicted: 2.7760889389523844 Movie Vector: [0.9654324596375969, 0.5657071002292955] User Vector: [0.6067908932720236, -0.44919408690424745] Predicted: 0.33170334023455633 Movie Vector: [1.5415844272978076, -0.5819509422008641] User Vector: [1.705144966875073, -0.11961156738736506] Predicted: 2.698232991559048 Movie Vector: [2.066187613113693, 0.1339884093757165] User Vector: [1.0949831284182332, 0.526529994500829] Predicted: 2.3329894929580046 Movie Vector: [0.28055072464129427, 0.43148613724074025] User Vector: [1.3435781262642956, -0.9608766692982498] Predicted: -0.03766314546460947 Movie Vector: [2.123751583048368, -0.2059979718270504] User Vector: [0.42402812597644907, 0.6820792832535298] Predicted: 0.7600234548240413 Movie Vector: [0.3095629455550218, -1.0488209423472443] User Vector: [-1.0450635032775688, 0.17131844137997687] Predicted: -0.5031953054962628 Movie Vector: [2.6379756925511084, -0.009399541243036907] User Vector: [1.2034341636916537, -1.2871575185264987] Predicted: 3.186728761585829 Movie Vector: [1.64259582840319, -0.2589489435729858] User Vector: [0.583535818174444, -0.6139811563316251] Predicted: 1.1175032724629788 Movie Vector: [1.6090139633618084, -0.6443384644785205] User Vector: [1.573966640222808, 0.6814752488542315] Predicted: 2.0934335865573166 Movie Vector: [-0.022069105976163142, -1.1666539798324707] User Vector: [1.070236364342085, 0.11016146531991133] Predicted: -0.15213947168386027 Movie Vector: [0.20759779607377657, -0.7896313178502931] User Vector: [1.6541394224215953, 0.2011577089396141] Predicted: 0.18455527168773975 Movie Vector: [1.4951629479491004, 0.06199862871164246] User Vector: [1.991308292230021, -0.7843810014971604] Predicted: 2.9286998300058382 Movie Vector: [-0.26636297126255865, -0.08710195567719363] User Vector: [1.497408587078261, -0.4917383091357724] Predicted: -0.3560228320411132 Movie Vector: [-0.5521932559346888, -0.2628641305224284] User Vector: [-1.1303548449087752, -0.3385879600774676] Predicted: 0.7131769519028531 Movie Vector: [0.9087216762115254, 0.5102159217302101] User Vector: [0.9257310814795533, -0.49929834413709967] Predicted: 0.58648193521093 Movie Vector: [2.795967889737517, -0.1491440900124865] User Vector: [0.45767761117411326, 0.7124262808393761] Predicted: 1.1733977353378244 Movie Vector: [1.5486674408697072, -0.2821670635380764] User Vector: [1.7687102865810118, -0.1180118402703066] Predicted: 2.7724430875911388 Movie Vector: [0.25257082382079216, -0.08711727538940686] User Vector: [1.4489975410931129, -0.4676040704592884] Predicted: 0.40671089524759907 Movie Vector: [-1.2069964890704366, 0.6640427038335809] User Vector: [0.9941784132122815, -1.1858603103905925] Predicted: -1.9874317411375402 Movie Vector: [1.0212817518388038, -1.6347123928551222] User Vector: [1.5559758277156348, -0.5365803520059635] Predicted: 2.4662442703349687 Movie Vector: [1.3468771713403547, -0.25463860611380595] User Vector: [1.232372024810083, 0.2295829146022074] Predicted: 1.6013930734533388 Movie Vector: [0.28409784862738147, -1.0399256066195226] User Vector: [-0.044926049299766985, -0.28570751361923635] Predicted: 0.2843511654628484 Movie Vector: [0.053610299983766985, -0.18779059922074265] User Vector: [1.6677352782877135, -0.31724201745350084] Predicted: 0.14898285711810566 Movie Vector: [2.0601846082004114, 0.12965642457303742] User Vector: [1.672249038116025, -1.2344949087240045] Predicted: 3.2850815333858057 Movie Vector: [1.0061214938089684, -0.9122129065582458] User Vector: [0.9348368225163313, -0.6994570738664562] Predicted: 1.5786131907022063 Movie Vector: [1.4199089458139256, -0.8759264077621333] User Vector: [0.9835333342131211, -0.46684437013321006] Predicted: 1.8054490918701664 Movie Vector: [0.757343789218127, -0.8182287569021622] User Vector: [1.1861099174340348, -0.43414776587753706] Predicted: 1.2535251660845197 Movie Vector: [2.946260776990878, -0.6202372908700329] User Vector: [1.0148026882494225, -0.3589000333760378] Predicted: 3.2124765411684932 Movie Vector: [0.16167281597949612, 0.3572467795729592] User Vector: [2.0883853334295854, -0.6299654555344798] Predicted: 0.1125820074739349 Movie Vector: [-0.11312738206176731, 0.2217256682848312] User Vector: [-0.36850960482305395, 0.5990121392438578] Predicted: 0.17450489374281924 Movie Vector: [1.6002071912919356, 0.6290683750011271] User Vector: [2.1035963751431783, 0.5858792418158391] Predicted: 3.7347481496757444 Movie Vector: [-0.8918109200934892, 0.5618244161601437] User Vector: [-0.41282063636437155, 0.06998150967318024] Predicted: 0.40747527236382985 Movie Vector: [0.9313458034598121, -0.429091446535126] User Vector: [0.42813246306345176, 1.0337038746213605] Predicted: -0.04481411805118529 Movie Vector: [1.1471812233221557, -0.3215357820496546] User Vector: [1.6811872865291515, 0.1539481330899674] Predicted: 1.8791266546260006 Movie Vector: [-0.6101174507958479, 0.6505187150435634] User Vector: [1.7249092146758862, -0.5408485239270386] Predicted: -1.4042292997305448 Movie Vector: [1.897326653605048, -1.2371017914356068] User Vector: [1.6423617265118207, 0.5378193722901876] Predicted: 2.450759369642717 Movie Vector: [0.42912230633526527, -0.8250299218686421] User Vector: [-0.046182120118283265, 0.009422844147083158] Predicted: -0.027591906267058378 Movie Vector: [0.8665752122151527, 0.389019610243218] User Vector: [0.2016775838929543, -0.1460053778890072] Predicted: 0.11796983986128079 Movie Vector: [0.4642109237155394, 0.30013925318585666] User Vector: [0.9055738094594786, 0.5856644774504749] Predicted: 0.596158153461255 Movie Vector: [0.8884833902413121, 1.3212329532770122] User Vector: [1.64517156093826, 1.0434633785083898] Predicted: 2.840365807214065 Movie Vector: [1.546399069466833, 0.007636316436101487] User Vector: [1.8851328841536066, -0.4134365148092404] Predicted: 2.912010605823142 Movie Vector: [-0.06478015366530146, -1.1245147729340388] User Vector: [1.249160518893004, -0.4785892721515483] Predicted: 0.45725989633564873 Movie Vector: [2.5177463315268405, -0.11876438819114742] User Vector: [1.133392631980791, -0.24047598736764308] Predicted: 2.882155124863567 Movie Vector: [2.854183155487864, -0.05852553176534206] User Vector: [1.8063365787181327, -0.5993789760170476] Predicted: 5.190694409419236 Movie Vector: [-0.02844350017169317, -1.0359549530845529] User Vector: [2.0995089584660382, 0.34272694260922903] Predicted: -0.41476705717215623 Movie Vector: [1.6128897515856133, -1.5561561400387238] User Vector: [1.0962153106720989, -0.2198581474947483] Predicted: 2.1102080462757593 Movie Vector: [0.7813264661698998, -0.2734614647524228] User Vector: [0.42607172787427594, -0.021031582386510123] Predicted: 0.33865244480038753 Movie Vector: [0.6374641553682394, 0.3582344166003659] User Vector: [2.1819052676510164, -0.5198761560104331] Predicted: 1.2046488670838291 Movie Vector: [1.7574657220701275, -0.1867763545082759] User Vector: [1.5108320096959595, -0.2905015729578641] Predicted: 2.709494293622961 Movie Vector: [2.4277334405554916, 0.8736741698045793] User Vector: [1.3756350166557016, -0.27613338290816225] Predicted: 3.098424527866539 Movie Vector: [1.5370397784731986, 1.2593050687294263] User Vector: [1.532426519732086, 0.7964104011440984] Predicted: 3.358324173365059 Movie Vector: [1.2119233620339367, -0.4196123854514868] User Vector: [1.7443739205260043, -0.71924500880403] Predicted: 2.4158516202765288 Movie Vector: [1.6985603717763318, -1.0822007026286335] User Vector: [2.045003854574083, 0.00873284899315893] Predicted: 3.4641118121930394 Movie Vector: [1.4285195744645462, -0.8800135325895455] User Vector: [1.143243393727522, 0.5976697632426063] Predicted: 1.10718808664396 Movie Vector: [0.05075946012180499, -1.006394994441619] User Vector: [0.60240323680764, 0.4619741913904878] Predicted: -0.4343508507006178 Movie Vector: [1.0762914774481338, -0.04531226406761102] User Vector: [1.4384755968385141, 0.7194358979017638] Predicted: 1.5156197560089668 Movie Vector: [2.238688807571935, 0.15766588028931067] User Vector: [1.4441697676166783, -0.3848641856274292] Predicted: 3.1723667443784422 Movie Vector: [0.7730757732118697, 0.9186106268549098] User Vector: [1.134765346771583, -0.7817926038833848] Predicted: 0.15909660394562875 Movie Vector: [1.5241870889782365, 0.11524545091115083] User Vector: [-0.5770659714559856, 0.40367108648485966] Predicted: -0.833035246800155 Movie Vector: [0.8549885681511106, -0.7187893077644687] User Vector: [0.9005891310185399, -0.7038865142274201] Predicted: 1.2759395119282666 Movie Vector: [0.8884306179686936, -0.67155088692361] User Vector: [1.6811645724073823, -0.542455005173488] Predicted: 1.8578842198113725 Movie Vector: [1.2442247819503354, 0.3160361298831147] User Vector: [0.9158935154509006, -0.08819489169528603] Predicted: 1.1117046373047843 Movie Vector: [0.5862619334382685, -0.3493849640629509] User Vector: [1.1060624579138534, -0.6337302161220062] Predicted: 0.8698581238654524 Movie Vector: [1.3040035148610059, 1.2880406325779428] User Vector: [1.7666547125118035, 0.15656037428975972] Predicted: 2.505380078197973 Movie Vector: [2.003559271201685, -0.29645606022527904] User Vector: [1.6794381800792468, -0.3582359111776357] Predicted: 3.471055142966795 Movie Vector: [0.7566475195354418, -1.1281467338596685] User Vector: [0.7249776450875411, 0.48218714657296485] Predicted: 0.004574682358730486 Movie Vector: [1.5356263364844147, -0.13943243251750567] User Vector: [1.4741303381854372, -0.24068763881220545] Predicted: 2.2972730336847147 Movie Vector: [0.515383530005479, -0.9185526466760134] User Vector: [-1.1075076663243744, -0.07097800435288953] Predicted: -0.5055941768242579 Movie Vector: [1.7481696187208797, -0.31947083565938333] User Vector: [0.7661580632833216, -0.35581092092629507] Predicted: 1.4530454616149902 Movie Vector: [2.7361725575867273, -0.11442799808740642] User Vector: [1.120816617411, -0.10646296681000882] Predicted: 3.0789300148096754 Movie Vector: [2.3038523562257964, -0.4716119391814818] User Vector: [1.3891579662003581, 0.01878240829850858] Predicted: 3.1915568456003727 Movie Vector: [2.193815889087759, -0.11121816919952521] User Vector: [1.3184403436396592, -0.34514612629577324] Predicted: 2.930801894963933 Movie Vector: [2.443555354209827, -0.14723149871737753] User Vector: [1.9198916165156379, 0.5045389557796045] Predicted: 4.617077412418615 Movie Vector: [1.7385148379682385, -0.6537465268203971] User Vector: [1.753316073421468, 0.27574771889578104] Predicted: 2.8678968957846673 Movie Vector: [1.1384545496419705, 0.9071003000666984] User Vector: [1.3749194096068809, 0.6515524051246533] Predicted: 2.1563066394557575 Movie Vector: [0.19687360476068222, -0.018381757904640167] User Vector: [1.4799743240136012, -0.5390386590282987] Predicted: 0.30127635825331167 Movie Vector: [-0.25201003167750846, 0.011976488391507629] User Vector: [1.2025080138022957, -0.21943895993583293] Predicted: -0.30567219080709035 Movie Vector: [2.1148979613967387, -0.13798991293624957] User Vector: [0.8011420684554389, -0.8246974138173374] Predicted: 1.8081336516969786 Movie Vector: [0.25214536633341084, 0.003941886987645735] User Vector: [0.5926722992828621, -0.5360761555742941] Predicted: 0.14732642239629673 Movie Vector: [-0.3909829370255212, 0.708438615433748] User Vector: [-0.42700330305338174, 0.9227260110100393] Predicted: 0.8206457432120674 Movie Vector: [0.42851371124843696, 0.40023700911643445] User Vector: [1.7658527891607625, -0.8339359009867044] Predicted: 0.42292012139594437 Movie Vector: [0.7420578922094091, -0.4386499110074389] User Vector: [1.1570007265542417, 0.5305517199602242] Predicted: 0.6258350556861996 Movie Vector: [2.39048891038513, 0.36838795124251983] User Vector: [0.6131334686174513, 0.29963828431036343] Predicted: 1.576071890986905 Movie Vector: [2.76909184112731, -0.7749592252573797] User Vector: [1.3777503258673875, 0.2020979080046231] Predicted: 3.6584995482564757 Movie Vector: [1.1549752883948372, -0.31399008848674953] User Vector: [0.03212424221823974, -0.6443058756531753] Predicted: 0.23940836482935024 Movie Vector: [2.0245065237717057, -0.10984501714844053] User Vector: [1.7259073962612308, 0.22154871689078123] Predicted: 3.4697747605506173 Movie Vector: [1.2313438879671077, 0.775331622974162] User Vector: [2.140331465884964, -0.1285346756038228] Predicted: 2.535827070096761 Movie Vector: [1.1618571563404028, -0.45201756078241084] User Vector: [1.2763800355766617, -0.759237917750692] Predicted: 1.8261601501799467 Movie Vector: [-0.8379115360047593, -0.241043765826177] User Vector: [1.581251911290771, 0.32747250630323255] Predicted: -1.4038844239239792 Movie Vector: [-0.17008594318966097, -0.2922143302338985] User Vector: [-0.9274852537615518, -0.6882895878544929] Predicted: 0.3588802851024023 Movie Vector: [0.5261408538089547, -0.38707273626789374] User Vector: [0.5092355524386868, -0.44937393922461044] Predicted: 0.4418700286131175 Movie Vector: [0.1056923943351939, -0.3203368886752383] User Vector: [1.4192577760855485, 0.0469400833680132] Predicted: 0.13496811227305844 Movie Vector: [0.08106652396215346, 0.4541713750886084] User Vector: [0.9600287702338227, -0.04186613934505183] Predicted: 0.05881179323052343 Movie Vector: [0.44456445144046686, -0.953536810405629] User Vector: [1.6253152870583174, -0.018491183740929524] Predicted: 0.7401894233738362 Movie Vector: [0.37084342765446376, 1.3407474388478096] User Vector: [1.379038044439286, -1.0828627972197618] Predicted: -0.940438326730197 Movie Vector: [0.18552283720485593, -0.17340168853234192] User Vector: [1.1991233101125292, 0.6984912934914862] Predicted: 0.10134518893399141 Movie Vector: [1.7973416959097603, 0.20658652518956686] User Vector: [1.9239488054129454, -0.14629628394803246] Predicted: 3.427770567815491 Movie Vector: [1.6412415806062106, -0.16442886935157758] User Vector: [1.4691685111925405, -0.5009729479688629] Predicted: 2.4936348648967654 Movie Vector: [2.0479191429124666, 0.3144977756065503] User Vector: [1.1081618955912125, -0.9220464838046702] Predicted: 1.9794443912650002 Movie Vector: [1.0225277863868103, -1.0533188085610514] User Vector: [1.0225413743363772, -0.7147598830078646] Predicted: 1.798446996366183 Movie Vector: [-0.8198828708264494, 0.03637285837227996] User Vector: [0.3241605522440487, 1.2235483061154986] Predicted: -0.2212697349325558 Movie Vector: [1.2123244388930559, -0.08348472172722181] User Vector: [0.7172244747762304, 0.9111071785139817] Predicted: 0.7934452296815463 Movie Vector: [-0.2593542937946095, 0.3795456429168898] User Vector: [0.9151780705242752, 0.6331783347884076] Predicted: 0.00296471598117512 Movie Vector: [0.12973993698717207, -1.1510279861932666] User Vector: [0.29999008606881844, 0.6502179092110433] Predicted: -0.7094983157626386 Movie Vector: [1.1126456361477195, -0.20600575788830786] User Vector: [0.33831534286813153, -1.7040492766678026] Predicted: 0.7274690526030195 Movie Vector: [0.563414990110631, -0.48370794436513287] User Vector: [-0.17275457609892408, -1.6721388786114828] Predicted: 0.7114943418818372 Movie Vector: [0.7472575504760846, -0.28833043012973253] User Vector: [1.1418119641250053, 0.10475379131995256] Predicted: 0.8230239057073362 Movie Vector: [0.19464594194313953, 0.6090018641883616] User Vector: [-0.5642253913338968, 0.637076431573252] Predicted: 0.27815655169415676 Movie Vector: [0.6209793584064047, 0.2186960769807499] User Vector: [0.214348908281942, -1.0043137375797255] Predicted: -0.08653322692652665 Movie Vector: [-0.15915491716248167, -0.22341690867127303] User Vector: [2.5989825230182064, 0.44562511131283555] Predicted: -0.5132010329535059 Movie Vector: [0.022693603077015928, -0.8869772641532534] User Vector: [1.4376404774333567, -0.00877496966151322] Predicted: 0.04040844094572107 Movie Vector: [0.47517510380366523, -0.18500781922644954] User Vector: [1.603966623607426, 0.7184590745109827] Predicted: 0.629244460291543 Movie Vector: [0.8309459686279297, 1.121835708618164] User Vector: [1.9707838338991708, -0.45583944474827215] Predicted: 1.126237915300323 Movie Vector: [0.9261527424711101, -1.4726217954877412]
avg loss: 13.611154445064393: 42%|██████████████████▉ | 29395/70000 [00:47<01:02, 649.13it/s]
User Vector: [2.2122852307704757, -0.6986040945189613] Predicted: 3.077693649612009 Movie Vector: [1.5341257454692556, -0.11760471792563404] User Vector: [0.8426866892552466, -0.027298176378482253] Predicted: 1.2959977396835998 Movie Vector: [2.004682591661439, -0.5008352673803879] User Vector: [1.301069046075252, -0.2336858313482586] Predicted: 2.725268573042926 Movie Vector: [-0.6965391724487198, -1.014817909577951] User Vector: [0.7592577127153478, 0.5048332953301524] Predicted: -1.0411666083423499 Movie Vector: [1.9067361168948032, -0.6272900112856875] User Vector: [1.234225906180256, -0.11120579556267648] Predicted: 2.4231013964746566 Movie Vector: [2.4583509909201906, 0.16451413405620474] User Vector: [0.13152321936043956, 1.2320943688221464] Predicted: 0.5260271748060518 Movie Vector: [1.7166571905187435, -0.46064762822724875] User Vector: [-0.9684021625845392, -0.08841555050044164] Predicted: -1.6216861220782155 Movie Vector: [1.8359812577588674, -0.3602513764530913] User Vector: [1.5315003518555308, -0.6747591470029072] Predicted: 3.0548888537399765 Movie Vector: [1.7944974956522624, -0.5252569531379121] User Vector: [1.1266544446021143, -0.2592186199386766] Predicted: 2.1579349618095884 Movie Vector: [-1.0002194148134405, -0.2347859011142164] User Vector: [0.6811737826425952, 0.5974610604536152] Predicted: -0.8215986757202917 Movie Vector: [1.5502872461883699, 1.1207816609006207] User Vector: [1.500403356949051, -0.9111095031012264] Predicted: 1.3049013662681983 Movie Vector: [1.2164974212646484, -1.1558055877685547] User Vector: [0.8638410272652665, 0.5493706194077743] Predicted: 0.41589475038342405 Movie Vector: [0.352538839601572, -0.3121727673188914] User Vector: [2.0399047967729516, -0.2769416988177487] Predicted: 0.8055993264579484 Movie Vector: [0.5024794617671167, 0.1135494101556641] User Vector: [1.9608438445571261, -0.41306264440105284] Predicted: 0.9383807399933501 Movie Vector: [0.2193352464452791, 0.6771355331490586] User Vector: [-0.3339960766848749, 0.3304444241552681] Predicted: 0.15049854953507774 Movie Vector: [1.6208326005315152, -0.18489996608129747] User Vector: [1.9185372093830573, -0.006127749722745974] Predicted: 3.1107606750167074 Movie Vector: [2.152170774675634, -0.11546346773716737] User Vector: [0.8610184346112479, 0.27935297556148964] Predicted: 1.8208036481462653 Movie Vector: [1.9761430432315448, 0.5887134412302528] User Vector: [1.7665099413789591, 0.23579395753555427] Predicted: 3.6296914036174504 Movie Vector: [1.1114211437576693, 0.9999150687515638] User Vector: [1.4647474179855586, -0.8350281497898344] Predicted: 0.7929940208070091 Movie Vector: [1.602396202687517, -0.6472037349277926] User Vector: [1.0754987536061027, 0.47830655584694437] Predicted: 1.4138133293889852 Movie Vector: [1.3309130813654173, 0.9910238762372905] User Vector: [2.0228426148341674, 0.056183601766957705] Predicted: 2.7479069884302825 Movie Vector: [0.609605261776643, -0.36740450168246686] User Vector: [1.1610165663599186, -0.5883330846506332] Predicted: 0.9239180316522319 Movie Vector: [2.8650400500290805, 0.6959305018949404] User Vector: [1.4203044010272803, 0.1901887063567538] Predicted: 4.201587114045327 Movie Vector: [0.8162488872561262, -0.2865340964420373] User Vector: [-0.31554345461925887, -0.6545679856999649] Predicted: -0.07000594737150018 Movie Vector: [1.1864780877536623, -0.6137447344855574] User Vector: [0.9665209477753788, -0.3924264171906894] Predicted: 1.387605573114207 Movie Vector: [0.8438332660325152, 0.038562928930792176] User Vector: [1.2811918830036633, 0.47669054076790357] Predicted: 1.0994949144949429 Movie Vector: [0.4418239204583843, -0.20095309550318832] User Vector: [1.2696728842487386, 0.4639482480955791] Predicted: 0.46774001481039423 Movie Vector: [0.17216532344802024, -0.48300803770305595] User Vector: [0.4215580156369409, -1.4556788519428119] Predicted: 0.7756822579169743 Movie Vector: [1.5671286066805543, 0.20791705100402097] User Vector: [1.3191059491493917, -0.2915840315908277] Predicted: 2.0065833761862883 Movie Vector: [-0.859947701809914, 0.08914786227659241] User Vector: [1.7271279368310966, -0.36529231205529766] Predicted: -1.5178047287354035 Movie Vector: [0.19807463453027319, -0.8934211516423108] User Vector: [1.5753645038416506, -0.7037884964379865] Predicted: 0.9408192773506363 Movie Vector: [0.524317852745513, 0.2790655053904376] User Vector: [1.248642835961405, 0.0635329415498849] Predicted: 0.6724155830399114 Movie Vector: [0.15667268734657716, 0.43423752612066463] User Vector: [2.1106410334352703, -0.14722964083894535] Predicted: 0.266747167722723 Movie Vector: [0.4548232177310234, 0.3475694868306761] User Vector: [1.8695612600302798, -0.5242467993137823] Predicted: 0.6681076770221227 Movie Vector: [1.073314791611358, 0.18945110246008734] User Vector: [-0.37780271152823885, 0.6172262997512081] Predicted: -0.28856703563891095 Movie Vector: [1.138788851891334, -0.1427798452045822] User Vector: [1.2311172950505747, -0.10833839555964254] Predicted: 1.4174511903219271 Movie Vector: [2.1978597155393915, -0.10063992730239563] User Vector: [1.602632078503688, -0.8267796508319973] Predicted: 3.605567528129252 Movie Vector: [1.655850401756366, -1.0823830884553656] User Vector: [1.0006363981953248, -0.8544890854329298] Predicted: 2.581788717306067 Movie Vector: [-0.8568489075331204, -0.7612307726661317] User Vector: [0.5098539802840175, -0.9041496452971509] Predicted: 0.2513987070875856 Movie Vector: [0.10488751807818063, 0.8436377481786982] User Vector: [1.3198914989935424, -0.19536996677696855] Predicted: -0.026381335371546716 Movie Vector: [1.1880855617627144, 0.5041953056816315] User Vector: [1.723677102562284, 0.1151003938158857] Predicted: 2.1059089569393157 Movie Vector: [1.1500512206121143, -1.0199030008370984] User Vector: [0.8940016575322655, -0.6239525834827638] Predicted: 1.6645188097483663 Movie Vector: [-0.1802828387217732, 1.4002785100799777] User Vector: [1.2617429274485166, -0.7600029045632696] Predicted: -1.2916863315558493 Movie Vector: [1.8026139614780472, 0.14837183680617613] User Vector: [-0.23916230725188464, -0.9139166961372909] Predicted: -0.5667168130052714 Movie Vector: [-0.39698914344846364, -1.645627310776788] User Vector: [1.2295892297536, -1.153222041046601] Predicted: 1.4096401110226988 Movie Vector: [-0.8657119493334073, -1.3769245448261018] User Vector: [0.8741080939711913, -1.643482349216143] Predicted: 1.506225363664261 Movie Vector: [2.0232393696882833, -0.5022000368708125] User Vector: [1.52643223356156, 1.1593014661953749] Predicted: 2.506136551035265 Movie Vector: [0.5479175505546172, 0.7057584598900482] User Vector: [1.035403444669997, 0.9349097988242699] Predicted: 1.2271362189937294 Movie Vector: [2.3902428754218623, -0.1612417804157366] User Vector: [0.9301591633607452, -0.48220137670235974] Predicted: 2.301057321729789 Movie Vector: [1.1186806601611277, -0.5374277156457776] User Vector: [1.9305290492056812, -0.2753569161653682] Predicted: 2.3076299496676653 Movie Vector: [2.065686908581959, -0.10455883468260022] User Vector: [0.6688047154778041, 0.004801921191156147] Predicted: 1.3810390618763966 Movie Vector: [0.6562477261438883, -0.7856596340602175] User Vector: [0.4787384008035427, 0.6367892358785086] Predicted: -0.18612861108870826 Movie Vector: [0.2465302774030473, 0.09602955208549926] User Vector: [1.9958976239903516, -0.21658904592652853] Predicted: 0.47125024584347425 Movie Vector: [2.4835441860886025, 0.8624711909765537] User Vector: [1.344662246935974, 0.26826051905882986] Predicted: 3.5708950749953323 Movie Vector: [0.34067227084200624, -0.9297495502194077] User Vector: [1.1283960740961119, 0.4676920052241852] Predicted: -0.05042317852687189 Movie Vector: [-0.8260626474708952, 1.055491915368155] User Vector: [0.17903358804696293, 0.7115537055518958] Predicted: 0.6031462238319909 Movie Vector: [2.461355794931658, -0.19810724284374967] User Vector: [0.5561537402808512, -0.5190979003977889] Predicted: 1.4717292853269746 Movie Vector: [1.8879590200559573, -1.347856384148866] User Vector: [1.275405594005872, -0.30275870606355615] Predicted: 2.815988750257626 Movie Vector: [1.0223541016321473, -0.09256463714780534] User Vector: [0.7485953211292812, -2.029090829189276] Predicted: 0.953151553363 Movie Vector: [1.7061126009001986, -1.574853017153057] User Vector: [0.9879712145625013, -0.2928725924426079] Predicted: 2.146821424341436 Movie Vector: [0.4547090664133806, -0.18368719057524516] User Vector: [0.7351579999771652, 0.01783123137825905] Predicted: 0.3310076390395753 Movie Vector: [-0.5216661644971479, -0.8337901615900575] User Vector: [1.413502525133679, 0.7204872733361878] Predicted: -1.3381116408520797 Movie Vector: [1.939246236073985, 0.06573859669179608] User Vector: [1.4840488588296639, 0.611341103269654] Predicted: 2.91812486986428 Movie Vector: [0.2362091032554776, 0.6315593813221975] User Vector: [-0.8076746174605757, 1.7636430243468793] Predicted: 0.9230652002171509 Movie Vector: [1.2410778821792636, -0.712279480287562] User Vector: [1.9700606743539482, 0.18058295672346705] Predicted: 2.3163731949280675 Movie Vector: [1.6750558511452662, -0.28744968157131273] User Vector: [1.3340908892463084, 0.3738618525153972] Predicted: 2.1272102795344083 Movie Vector: [-0.060461442786319014, -0.07587926161209414] User Vector: [1.426805370051985, -0.3860871215792555] Predicted: -0.056970705545238094 Movie Vector: [-0.33475505859304294, -1.4650887754986601] User Vector: [1.940018571784172, 0.24940190916254276] Predicted: -1.01482696837118 Movie Vector: [1.05148351877885, -0.054916489445875766] User Vector: [1.311665452395711, 0.5577189070652083] Predicted: 1.3485666408720827 Movie Vector: [1.2280125691938741, 0.43715238241815996] User Vector: [0.009902136868177425, 0.0792428027794807] Predicted: 0.04680112856054232 Movie Vector: [0.2436878031328129, -0.6368986403495688] User Vector: [2.5738210781463375, 0.41030422816829176] Predicted: 0.36588659914034466 Movie Vector: [1.5226400724942395, 0.9675752347828048] User Vector: [0.19724242134441564, 0.007979871538656147] Predicted: 0.30805034081235216 Movie Vector: [1.6253164186798312, 0.6360616248842471] User Vector: [1.6974259633850894, 0.6820709967261803] Predicted: 3.192693474247288 Movie Vector: [1.5048769147162568, 1.1100545688589407] User Vector: [1.6617598997744971, -0.5123731257608352] Predicted: 1.9319819817604897 Movie Vector: [0.5566398612347374, -0.6387690646989039] User Vector: [1.36078264895154, -1.4592340095344292] Predicted: 1.6895794083301623 Movie Vector: [0.20002139871038013, -0.14636474800368365] User Vector: [2.431578108399585, 1.1690623926578] Predicted: 0.3152581318136829 Movie Vector: [1.1394332974139278, -1.2720860071694895] User Vector: [0.8116745263010055, 0.0498359722513404] Predicted: 0.8614533389754254 Movie Vector: [0.9397481590373936, 0.37511929138923045] User Vector: [1.3760410587202196, 0.12524804939707868] Predicted: 1.340115011229908 Movie Vector: [0.07454191876880488, -0.29647848507054875] User Vector: [1.4310258761131556, -0.8921680505084103] Predicted: 0.37118004665636295 Movie Vector: [0.911525902151903, -1.3907016225645492] User Vector: [1.8203123633554328, -0.5145667431867548] Predicted: 2.374870673873399 Movie Vector: [0.529370023425042, -0.16896307539418293] User Vector: [1.5446839108414452, -0.9552326868764561] Predicted: 0.9791084105581159 Movie Vector: [2.3112636148212395, 0.3643551871322206] User Vector: [1.0421845676722754, -0.1270806458871095] Predicted: 2.3624607786760525 Movie Vector: [1.9346039929365153, 0.0006323699825192333] User Vector: [1.4906065225080798, 1.0114702607963002] Predicted: 2.884372953772483 Movie Vector: [1.3373640781422511, 0.6287431294735448] User Vector: [0.9927792833356262, -0.6848259211175644] Predicted: 0.8971277582688141 Movie Vector: [2.12459402695162, 0.4396380465460598] User Vector: [1.3823770498251917, -2.245169672270186] Predicted: 1.9499280141722828 Movie Vector: [0.06913364267164895, -0.09437981163128112] User Vector: [1.6705237022793904, -0.11545774936199531] Predicted: 0.12638626934406025 Movie Vector: [1.0848894571090069, -0.928453047028279] User Vector: [0.5608103789085455, 0.3642611061504278] Predicted: 0.27021793359593227 Movie Vector: [-1.1895837962556768, -0.06826283483026366] User Vector: [1.7627353553304879, -0.2965369842891872] Predicted: -2.076678960608544 Movie Vector: [2.047294756642912, -1.0824775942894456] User Vector: [1.768097600623607, -0.7800250019283587] Predicted: 4.464176534562654 Movie Vector: [2.0086594477275117, -0.7382290508304915] User Vector: [0.7174645878024879, -0.671849435518061] Predicted: 1.9371207937828916 Movie Vector: [0.5436602682074778, -1.7489257413691932] User Vector: [1.7668050284932886, -0.607189294017031] Predicted: 2.022470681851155 Movie Vector: [-1.6183944930118686, 1.1858767010473072] User Vector: [-0.5477307298850654, -1.3761449958293088] Predicted: -0.74549389091746 Movie Vector: [1.6050574565867586, 0.4006420391669279] User Vector: [1.2193595578548058, -0.09710774290290758] Predicted: 1.9182367064596706 Movie Vector: [1.6242225278401246, 0.32820543809864633] User Vector: [1.4524070278972987, 0.40883706614414905] Predicted: 2.4932147627089183 Movie Vector: [1.5035442233966576, -0.967511721983362] User Vector: [0.7052049898866237, -0.4973718122782918] Predicted: 1.5415199474178871 Movie Vector: [2.227487099719111, 0.1606510806910114] User Vector: [1.0757386195723142, 0.14473737386424335] Predicted: 2.419446113294644 Movie Vector: [1.9297387716747347, -0.22662530076867493] User Vector: [1.9148951878646554, -0.34023631825121836] Predicted: 3.772353645671909 Movie Vector: [2.2521227878180206, 0.23251387136126003] User Vector: [1.6897829286703474, 0.06558194973451675] Predicted: 3.820847353148554 Movie Vector: [1.3647209666068163, -0.7065577057630817] User Vector: [1.4577863211743356, 0.6666268070335954] Predicted: 1.5184612499614083 Movie Vector: [2.7902644472676177, -0.7718534815477797] User Vector: [-0.5759819341306347, -1.1551347132659697] Predicted: -0.7155471629821138 Movie Vector: [1.6746818861783437, -1.0984641523963747] User Vector: [1.2896194115356017, 0.7272867367265873] Predicted: 1.3608038597551508 Movie Vector: [0.18710032198216833, 1.0943430153058558] User Vector: [1.4836811639753522, -0.2521824825825435] Predicted: 0.001623085101969568 Movie Vector: [1.097181615683356, 0.7212920719203398] User Vector: [1.2833581789021489, -0.5966918997568142] Predicted: 0.9776878635546329 Movie Vector: [0.025315045558796948, -0.7414589300657697] User Vector: [2.32983348365958, -0.24567422089905508] Predicted: 0.2411371857558078 Movie Vector: [2.7826283321207193, -0.118840691034242] User Vector: [1.2456306015161591, -0.4984534828317379] Predicted: 3.5253635594835866 Movie Vector: [2.1985460512226167, 0.1891686050888741] User Vector: [1.9904262424668935, 0.03376547341771575] Predicted: 4.382431123132054 Movie Vector: [1.1187527715421746, 0.1544641285828376] User Vector: [-0.6425413565472677, 0.6182638380504266] Predicted: -0.6233453384889845 Movie Vector: [0.3909633870964696, -0.0604798139060408] User Vector: [1.9473735517537265, -0.054099838068519784] Predicted: 0.7646237078744501 Movie Vector: [1.5266285251417953, 0.3007337686767393] User Vector: [1.3632189045925898, -0.3581601171332246] Predicted: 1.973418023948422 Movie Vector: [2.107194884627512, -0.4678179416822507] User Vector: [1.9201172531455102, 0.2130242439316118] Predicted: 3.946404690388744 Movie Vector: [2.445936283547267, -0.4213104417332468] User Vector: [2.1306701993015382, -0.7786022018386181] Predicted: 5.539516786335626 Movie Vector: [1.2540698242601604, -1.2650474435756134] User Vector: [0.7075215777685884, 0.0761383493025526] Predicted: 0.7909628365492638 Movie Vector: [0.8552978079956799, -0.35351190426680423] User Vector: [2.0605758874308977, -0.5798422547293753] Predicted: 1.9673871793721385 Movie Vector: [0.8706374295930839, -0.8800827248973934] User Vector: [1.4756441426958067, 0.15393736308306671] Predicted: 1.1492734094251023 Movie Vector: [0.4228303787464687, -0.8237461381683244] User Vector: [1.9272786510570696, -0.21192673185470112] Predicted: 0.9894857889163882 Movie Vector: [1.176575623822036, 0.15224647695962076] User Vector: [1.052609127309604, -0.436958353714365] Predicted: 1.1719488706739785 Movie Vector: [1.452026568109672, 0.45553219328446587] User Vector: [0.9766783350088297, 0.6316376721907057] Predicted: 1.705894185104066 Movie Vector: [2.154187127956786, -0.07810973637661017] User Vector: [2.0747173127911656, -0.3077681447067215] Predicted: 4.4933690180119825 Movie Vector: [0.41766985909808424, -0.2570431901506643] User Vector: [1.2651033697460063, -0.3140506772971475] Predicted: 0.6091201341477616 Movie Vector: [0.7416062940387763, -0.15460739159672632] User Vector: [1.739050305028242, 0.13773009314421253] Predicted: 1.2683965614135972 Movie Vector: [1.2877575426205643, -0.17413683846312658] User Vector: [1.4406628482583637, -0.12690403874425943] Predicted: 1.8773231173130607 Movie Vector: [0.31456113882402087, -0.7719590963263264] User Vector: [1.4885110401918948, 0.5968289309225043] Predicted: 0.007500205778546376 Movie Vector: [0.5283752263569171, -1.5167780420077008] User Vector: [1.5894946900576825, 0.09847316082726498] Predicted: 0.6904876885824573 Movie Vector: [1.2009551065801125, -0.43094469250958306] User Vector: [1.749406618494957, -0.8358188790436598] Predicted: 2.46115052178974 Movie Vector: [1.3299769524812524, -0.13687748894255153] User Vector: [0.4418251756435061, 2.374287025061908] Predicted: 0.26263085461248936
avg loss: 13.593785979712091: 42%|██████████████████▉ | 29534/70000 [00:47<01:04, 627.82it/s]
Movie Vector: [1.7759584709373604, -0.5700153881508048] User Vector: [1.504856501184633, -0.317871823808933] Predicted: 2.8537544818546605 Movie Vector: [0.5062610923159697, -0.5366206483121665] User Vector: [0.42620355914295854, 0.42790265658467036] Predicted: -0.013851121590295945 Movie Vector: [2.852155872091977, 0.6942052202352091] User Vector: [1.965383393529852, -0.29210136461929287] Predicted: 5.402801494611683 Movie Vector: [2.8165312005140306, 0.6994998692163135] User Vector: [2.0408486111693787, -0.3612470500250812] Predicted: 5.495421524636959 Movie Vector: [0.39598458639594325, -0.31636667414644926] User Vector: [1.2718547348499532, -0.24368639101776518] Predicted: 0.5807291241963223 Movie Vector: [1.586720108173884, 0.1464367928351909] User Vector: [0.41739104288464784, 0.23371064709130207] Predicted: 0.696506598328226 Movie Vector: [1.1562212845597701, 0.6938418302325383] User Vector: [0.7254265493711671, -0.5327221677899113] Predicted: 0.4691286928628949 Movie Vector: [0.5763077402521193, 0.044767096696425285] User Vector: [0.6148162489958715, 0.2158645341521782] Predicted: 0.3639869916028144 Movie Vector: [2.6791943981389648, 0.7238096168606735] User Vector: [-0.7953679362184072, 1.2705509385810376] Predicted: -1.2113083311193962 Movie Vector: [1.0482276891752371, -0.6976906203036249] User Vector: [-1.2120281133362227, -0.37746741479982865] Predicted: -1.007125953681753 Movie Vector: [0.922306446614899, -0.3865860978504557] User Vector: [1.7385279190626812, -1.2303236889730949] Predicted: 2.079081541384583 Movie Vector: [1.4506920664225162, 0.582367731704336] User Vector: [-1.0383075253959817, -0.5216521581336866] Predicted: -1.8100578736697326 Movie Vector: [2.049857492527985, -0.6401854839537099] User Vector: [1.0187309232566142, -0.2866410989014624] Predicted: 2.2717566865287777 Movie Vector: [2.523756734620675, -0.12003963701285668] User Vector: [1.5074984261952065, -0.17486826211662967] Predicted: 3.82555042824977 Movie Vector: [1.6488477199032396, -1.0145057557186035] User Vector: [2.2740210895088, -0.5675772616402222] Predicted: 4.325324887197475 Movie Vector: [1.1263410258258018, -0.8534080435185807] User Vector: [1.218557510380822, -0.3520600102844627] Predicted: 1.6729621608480647 Movie Vector: [1.640035053057009, -0.860322529561314] User Vector: [1.6122254511481904, -0.9982797831760541] Predicted: 3.502948841585626 Movie Vector: [2.6856836337246093, -0.3713514839437717] User Vector: [0.4709852279394079, -0.8196600033462407] Predicted: 1.5692992769749057 Movie Vector: [0.5871781245694683, 0.1300647257938023] User Vector: [1.5686142508273528, 0.27783872360849227] Predicted: 0.9571929913747851 Movie Vector: [0.9593085709369337, -0.5086395812846065] User Vector: [0.9056158759068386, -0.1173653884198254] Predicted: 0.928461753757154 Movie Vector: [1.7570027521870821, 0.07750577234892558] User Vector: [1.5263637256160472, 0.4860994668957284] Predicted: 2.7195007813660776 Movie Vector: [1.9936073341844267, -0.11513815153750118] User Vector: [2.1077929851628294, -0.28571945266774773] Predicted: 4.2350087638015745 Movie Vector: [1.712099395669452, 0.6288875953133279] User Vector: [0.9726019319986472, -0.12982658581386441] Predicted: 1.5835448506416048 Movie Vector: [-0.6926527239006485, 0.27060149854515475] User Vector: [1.6042707503633054, -0.7468767955841527] Predicted: -1.3133084852269556 Movie Vector: [1.5438409673900497, 0.8020226319042145] User Vector: [0.8307787798717892, -1.1071112469683317] Predicted: 0.3946620391000898 Movie Vector: [0.6580339763300459, -0.4005771807164973] User Vector: [1.3060078298670463, 0.22347955089733962] Predicted: 0.7698767169593412 Movie Vector: [0.9348051110572918, 1.1558396918348242] User Vector: [1.7954502355432913, -0.1537019715563346] Predicted: 1.5007412173968087 Movie Vector: [0.7703174573896183, -0.4488437373708974] User Vector: [0.6477333613443228, -0.535215364486906] Predicted: 0.7391883804718196 Movie Vector: [1.3844016896370401, 0.15559101306887518] User Vector: [-0.6685561117614114, 0.5365995973789562] Predicted: -0.8420601357711255 Movie Vector: [0.3218480118865249, -1.1781143511030912] User Vector: [1.6884213237082861, -0.7751817325660049] Predicted: 1.4566677701112953 Movie Vector: [0.005508567505290571, 0.6082998967650546] User Vector: [0.2360731301870612, -0.13056466157861044] Predicted: -0.07812204538561233 Movie Vector: [0.9066398121329757, -0.3580366083974535] User Vector: [0.8304617302759955, 0.28482739259279377] Predicted: 0.6509510334984406 Movie Vector: [2.057162578624778, -0.47643588894898203] User Vector: [0.09209508241864431, 0.6425196735182935] Predicted: -0.1166648745928981 Movie Vector: [-0.12746108879515536, -0.7283988339786708] User Vector: [-1.1023515972361102, 0.009312685191835098] Predicted: 0.13372358578385005 Movie Vector: [-0.13592735021114105, 0.4649402443865612] User Vector: [1.2934828967559442, 0.4818770420883932] Predicted: 0.04822432701338433 Movie Vector: [0.8617569317786894, 1.0820913044244453] User Vector: [1.0421335411892143, -0.03922636677013904] Predicted: 0.8556192925727463 Movie Vector: [1.3001653005873173, -1.3248669578172463] User Vector: [0.6952788502061344, 0.41161973595412893] Predicted: 0.35863604791917814 Movie Vector: [0.9794327503882502, -0.1307622098033262] User Vector: [0.8801998418938849, 0.6843663605556963] Predicted: 0.7726072944161079 Movie Vector: [2.3165810308175616, -0.1433560761716541] User Vector: [1.4402940882041406, 0.709938375218961] Predicted: 3.2347839837373185 Movie Vector: [1.2319791341345032, -0.3137707458968761] User Vector: [1.270217383764652, -1.2647921540043658] Predicted: 1.9617360901794363 Movie Vector: [1.2988982393176938, 0.22421818767504573] User Vector: [0.39954711652006525, 0.7610816985151105] Predicted: 0.6896194052860778 Movie Vector: [1.0020657162456208, -0.6534293470136567] User Vector: [1.0051719616414343, 1.3376568099322708] Predicted: 0.13318414584982485 Movie Vector: [1.1298694994995722, 0.3263046701705826] User Vector: [0.020919878804740045, 0.37807394192973426] Predicted: 0.14700402591617728 Movie Vector: [-0.06506838651783775, -0.15898483605436253] User Vector: [1.1598295785148245, 0.38190490396441884] Predicted: -0.13618532785476364 Movie Vector: [0.33524165916214294, -0.32809946487761876] User Vector: [1.67515641085911, -0.6457289595082994] Predicted: 0.7734455406031631 Movie Vector: [1.1056186366781777, -1.8212422736367413] User Vector: [1.545181582995096, -0.9553915327005449] Predicted: 3.448381002440098 Movie Vector: [1.6437420131150688, -0.27234009372771795] User Vector: [1.5843241804657875, 0.06350778709884544] Predicted: 2.5869245011347757 Movie Vector: [0.43996030943390885, -0.4582764128156705] User Vector: [-0.7248660402034107, 0.4317868149105744] Predicted: -0.5167899999843467 Movie Vector: [0.989918924034433, -0.40453414086075073] User Vector: [1.3488410617274071, -1.14132509149339] Predicted: 1.7969482578487534 Movie Vector: [1.4837046029189205, -0.5621047560053647] User Vector: [0.9305543650117943, 0.6171675835041814] Predicted: 1.033754960694254 Movie Vector: [1.6657694086504713, -0.2833315798284283] User Vector: [0.012282204847385354, -0.10298058197741086] Predicted: 0.04963697208886385 Movie Vector: [1.2539443504385546, -0.890274606969868] User Vector: [-0.7841183456365494, 0.12365844761878209] Predicted: -1.0933307454384922 Movie Vector: [-0.32205476111332043, -0.4049908456892066] User Vector: [1.153801482508926, -0.46924441261923716] Predicted: -0.18154756932000726 Movie Vector: [0.025342683738489136, -0.2378831215641872] User Vector: [2.176422131421069, -0.2896830381272701] Predicted: 0.12406708313196504 Movie Vector: [1.3721116698274705, -0.1547620508834557] User Vector: [2.157722917063907, 0.15661810933573078] Predicted: 2.936398254951271 Movie Vector: [0.31578238577220386, 1.0519734316851843] User Vector: [1.9005846303157443, -0.023708559006854812] Predicted: 0.5752303747443361 Movie Vector: [2.865286684559534, -0.15191738617011213] User Vector: [1.3451446519195593, -0.09648419286218476] Predicted: 3.868882686337939 Movie Vector: [2.0207675966633456, -0.503724305266156] User Vector: [1.389805925572518, 0.5536378155465381] Predicted: 2.5295939560424014 Movie Vector: [-0.5088204976033193, 0.014883492211757332] User Vector: [0.8886176279911728, -0.10654294239575955] Predicted: -0.4537325947069148 Movie Vector: [1.8141859727373741, -0.5593705663709804] User Vector: [-0.6001668329708642, 0.3724253733908839] Predicted: -1.2971380417225389 Movie Vector: [1.8435315905185807, 0.4593518563121445] User Vector: [-0.4068517067076166, -0.3582614789960182] Predicted: -0.9146120493938469 Movie Vector: [1.1118344054819684, 0.3648145290938698] User Vector: [1.8151847138704713, -0.7628241308140563] Predicted: 1.7398954911217617 Movie Vector: [2.2657455966104263, 0.2330425844558878] User Vector: [0.9959643400822609, -0.4745129226470362] Predicted: 2.1460201000710093 Movie Vector: [-0.05302328409058282, -0.5144043967422958] User Vector: [-0.05982657120004354, -1.05538302968602] Predicted: 0.5460658719985989 Movie Vector: [0.17043677540404342, -0.46128287842531934] User Vector: [0.8638834599595557, 0.17089501835181492] Predicted: 0.0684065652665218 Movie Vector: [1.1239114606816836, -0.12862953090113285] User Vector: [1.2341684722594328, 0.15616366991377506] Predicted: 1.3670088307795727 Movie Vector: [1.8278420219772755, -1.012088796717471] User Vector: [1.8032769164401155, -0.06225051459072279] Predicted: 3.359108373538015 Movie Vector: [0.8869942512412438, -1.0414523108630214] User Vector: [0.7516143504626722, 0.4429670411907663] Predicted: 0.20534855932653306 Movie Vector: [0.2360451745383912, 1.109444407987077] User Vector: [0.600326499326045, 0.20536792423289676] Predicted: 0.3695484684335387 Movie Vector: [2.4655279644155916, -0.8153293920603588] User Vector: [1.446235382528692, 0.15326751903195626] Predicted: 3.440770265636846 Movie Vector: [2.0501873864926283, -0.49200474940931016] User Vector: [1.6932078947442333, 0.23866840403414194] Predicted: 3.353967480195627 Movie Vector: [1.123830842917265, -1.1241299880901328] User Vector: [-0.2978872297844384, -0.05404766506247717] Predicted: -0.2740182554599524 Movie Vector: [1.0691671549728918, -0.30229383591503745] User Vector: [-0.45687973331747067, -0.22567743081546948] Predicted: -0.4202599083951549 Movie Vector: [1.5909233323420595, -0.3836337009422589] User Vector: [1.7714786522245634, 0.13538623662022928] Predicted: 2.7663479975586593 Movie Vector: [1.0306938694509207, -0.43633986013828074] User Vector: [1.214406128687928, 0.09848242547172549] Predicted: 1.2087091441058617 Movie Vector: [1.83219845431216, -0.35858472242726136] User Vector: [0.8863677698910795, 0.11004179474421669] Predicted: 1.5845423515227997 Movie Vector: [0.49160528533651493, -0.755093542444307] User Vector: [1.4157673064530256, -0.3999399189475956] Predicted: 0.9979907408219778 Movie Vector: [1.1792238598277305, 0.4459804164136714] User Vector: [2.4737452963478117, 1.1382067448228272] Predicted: 3.4247173946108935 Movie Vector: [2.5355909450895506, -0.12141239321760956] User Vector: [1.4909742789655462, -0.3121316666710305] Predicted: 3.8183975337559914 Movie Vector: [1.958640635145748, -0.09729122311683062] User Vector: [1.8853044611817102, -0.7680403387729662] Predicted: 3.767357511254344 Movie Vector: [1.0053014682182697, -1.1123802004092553] User Vector: [1.8782309535067916, -0.7421374313283599] Predicted: 2.7137273198056295 Movie Vector: [0.32791035509066274, -1.0110542387467594] User Vector: [2.0082402091887324, 0.15867095617923932] Predicted: 0.4980978172914028 Movie Vector: [2.108125072009895, -0.07127678934679055] User Vector: [1.4928210029253457, -0.7257486361877039] Predicted: 3.1987824169501495 Movie Vector: [0.9409985368886542, -0.39154432241689524] User Vector: [0.23658826658776697, -0.07367919742331408] Predicted: 0.25147788413544375 Movie Vector: [0.8616781476739107, 0.023679852215893638] User Vector: [0.6264600181278893, 1.2652157982528962] Predicted: 0.5697670311360467 Movie Vector: [0.9449769547192629, -1.0885444312187311] User Vector: [-2.2406807709274505, 1.15888977920136] Predicted: -3.378894706954978 Movie Vector: [2.063974929651869, -0.09046435615556865] User Vector: [2.475916598708245, 0.4529034988338519] Predicted: 5.069258164220136 Movie Vector: [-0.44667411040556526, 0.5012154242854239] User Vector: [1.3913313035787176, 0.48172387948431156] Predicted: -0.38002423366128946 Movie Vector: [0.9743342640191478, 1.3756845648457339] User Vector: [-0.203665891742837, 0.10903073236767734] Predicted: -0.04844676112502064 Movie Vector: [-0.07019524005039413, -1.223819305793341] User Vector: [1.63144512807346, -0.4411953547871923] Predicted: 0.425423710420746 Movie Vector: [1.2115660765112868, -1.556739253441518] User Vector: [1.8049356685417595, -0.4911067467384127] Predicted: 2.9513239765680654 Movie Vector: [1.598383760450855, -0.9653992203588836] User Vector: [1.2683842680947404, -0.6230193434481451] Predicted: 2.6288272045673198 Movie Vector: [2.043534129664301, -0.3049829771522697] User Vector: [1.6636946405391062, -0.731525961468269] Predicted: 3.6229197448740136 Movie Vector: [0.7743152154304547, -0.2785133394326693] User Vector: [-0.46534736781959257, 0.9922032530598712] Predicted: -0.6366673887688854 Movie Vector: [1.6745848485475547, -0.12215478074101267] User Vector: [2.1873429450121336, -0.7882443858475692] Predicted: 3.75917917441825 Movie Vector: [2.3062390230394625, -0.6678899122436907] User Vector: [1.2381067943937898, 0.5653924441226322] Predicted: 2.4777502940329437 Movie Vector: [0.8058475008380093, -0.5375106409293241] User Vector: [0.4793153000423057, 0.12531093936113394] Predicted: 0.3188990733210538 Movie Vector: [0.9711773270367463, -0.438935311036598] User Vector: [1.9104586063014792, -0.005206165695328087] Predicted: 1.857679252641005 Movie Vector: [0.25375760802535974, 1.0830132227030118] User Vector: [1.5719243456518794, 0.09985742487616754] Predicted: 0.5070346734754118 Movie Vector: [1.607915955024845, -0.479724593270833] User Vector: [-0.5316255137646791, 0.7390738634938494] Predicted: -1.209361054242198 Movie Vector: [0.6484063440901524, -1.232597611217796] User Vector: [1.7809533522571621, -0.5972329516784087] Predicted: 1.8909293617115277 Movie Vector: [-0.283910559549645, 0.8893076966107006] User Vector: [0.5664953227232679, -0.6094008918172699] Predicted: -0.7027789074711428 Movie Vector: [0.7659201990931889, 0.6125291096576732] User Vector: [1.092435456652905, -0.41764082396240537] Predicted: 0.5809012203976627 Movie Vector: [0.07105491677291864, -1.0839743118193417] User Vector: [0.11379585663636793, 0.34794016496438357] Predicted: -0.3690724457491758 Movie Vector: [1.7056785027767842, -0.08039228872122747] User Vector: [2.0461389509835053, -0.19701882445857505] Predicted: 3.505894016606196 Movie Vector: [1.338880114129811, -0.20515697239119185] User Vector: [2.1607444650683165, -0.5383701928638903] Predicted: 3.003428194789643 Movie Vector: [1.9583101334658843, -0.3871948463061139] User Vector: [-0.3309938616246329, 0.28943088456981003] Predicted: -0.7602547802017734 Movie Vector: [1.893539020877738, -0.07076995458616113] User Vector: [-0.5897112793307276, -1.1904369935835823] Predicted: -1.0323941464908681 Movie Vector: [0.5446120417857265, 0.1757276004330758] User Vector: [1.0795539594925845, -0.29646053529541766] Predicted: 0.535841787606553 Movie Vector: [0.9036372715517531, -0.21633471376469726] User Vector: [1.5783777311411604, -2.2046116383294216] Predicted: 1.9032149741867606 Movie Vector: [0.019640547318323178, 0.5796912273503003] User Vector: [1.061052013735007, 0.08704604915710984] Predicted: 0.07129947335484407 Movie Vector: [0.6733815243077953, 0.01811742983731851] User Vector: [1.1661759105532357, -0.9080473597779474] Predicted: 0.7688298279296296 Movie Vector: [1.7486463321240029, -0.9275739453234554] User Vector: [0.41303543250076635, -0.8547500743854424] Predicted: 1.515096792842938 Movie Vector: [0.23401474413108692, -0.14515507327006896] User Vector: [1.3865253099924137, -0.8792983729027332] Predicted: 0.45210198539409935 Movie Vector: [0.8722086473487052, -0.5627433030626208] User Vector: [1.1507247034439119, -0.9408999097189117] Predicted: 1.5331571601080962 Movie Vector: [0.3742416248114208, -0.07094308028297854] User Vector: [2.3134959633307157, -0.3668631524165588] Predicted: 0.8918328903863048 Movie Vector: [1.2292791150577609, -0.49212262833316817] User Vector: [1.50120342768866, -0.48561103789397286] Predicted: 2.084378201426773 Movie Vector: [0.07815292096335208, -1.1792765390307862] User Vector: [0.8835210215517814, -0.5256414723101951] Predicted: 0.6889264048038102 Movie Vector: [0.9834127323858726, -0.4389686535792665] User Vector: [1.3143003646795282, 0.9448802682240601] Predicted: 0.8777268936693117 Movie Vector: [2.35147779884337, 0.20215158721717158] User Vector: [1.1506465851551253, 0.35946763800608994] Predicted: 2.7783868528833535 Movie Vector: [1.1600407428324857, 0.004215623015032061] User Vector: [0.6058789174621761, -0.2470820409257577] Predicted: 0.7018026247410374 Movie Vector: [1.6854573544228226, 0.18176087049249093] User Vector: [0.5738985971081326, 0.9816471399911378] Predicted: 1.1457066498700959 Movie Vector: [0.34021418261528247, 0.2547705883512563] User Vector: [1.8520377898371525, 0.508627351231081] Predicted: 0.7596728123667447 Movie Vector: [-1.770618011817798, -0.6364472582099253] User Vector: [0.897851714283378, -0.5769203096930012] Predicted: -1.2225730679419047 Movie Vector: [1.3404380050283775, 0.3033456651009008] User Vector:
avg loss: 13.570161903328728: 42%|███████████████████ | 29673/70000 [00:47<01:01, 658.75it/s]
[1.4158187626661862, 0.7114529721985049] Predicted: 2.1136334527495766 Movie Vector: [1.3484858554274417, -0.4297798549387851] User Vector: [1.0030411545133304, -0.21098383069914903] Predicted: 1.4432634094251464 Movie Vector: [-0.7747498408709086, -0.8684788739381257] User Vector: [2.1264366463005726, -0.574601440953249] Predicted: -1.1484272409411351 Movie Vector: [0.027585062432711954, 0.5960900781941876] User Vector: [1.8709135834572335, -0.7142187581496305] Predicted: -0.3741294473872922 Movie Vector: [1.144079776892402, -0.15662060132838834] User Vector: [0.5811217207353077, 0.3680789509726264] Predicted: 0.6072008619685245 Movie Vector: [0.6057021968210663, 0.1216996704838322] User Vector: [1.5730508383496433, -0.24189363176771825] Predicted: 0.9233619732213303 Movie Vector: [1.3435826567744578, -0.8972207604417116] User Vector: [1.3447108368524447, -0.3229026662804862] Predicted: 2.096445134560446 Movie Vector: [1.2562384421873514, 0.311193777631819] User Vector: [1.2776162194605496, -0.5410595296786389] Predicted: 1.4366162502840232 Movie Vector: [1.060585938498935, -0.7906757025005486] User Vector: [1.9305532536621635, -0.1915710224630792] Predicted: 2.1989881871222017 Movie Vector: [1.6485782030255465, -0.157874572505399] User Vector: [-0.2672668332356958, 0.6367370194092103] Predicted: -0.5411348604016228 Movie Vector: [2.81269190411925, -0.1481448811593662] User Vector: [1.5427392171235557, -0.8240371585916545] Predicted: 4.461326993101157 Movie Vector: [0.1933160632160686, -1.0132289795194016] User Vector: [1.0897417088524362, -0.8399035681260875] Predicted: 1.061679212304804 Movie Vector: [2.3353360639592213, -0.6546024905472339] User Vector: [1.6847444448087912, 0.37382344293203595] Predicted: 3.6897387037486733 Movie Vector: [1.5831089525214466, 0.3681304067287867] User Vector: [1.6118108393297275, 0.2700891684542848] Predicted: 2.6511002049501142 Movie Vector: [0.44123403717957155, -0.19063074602581387] User Vector: [1.2331127422971806, -0.09054426546532314] Predicted: 0.5613518344553715 Movie Vector: [1.6541114232030312, 0.1789828829484213] User Vector: [1.5450258778830184, 0.45813683692714363] Predicted: 2.6376436056086834 Movie Vector: [2.078278434573655, 0.12301170944350323] User Vector: [-0.31416414389127684, 0.42354938087677146] Predicted: -0.6008190317901462 Movie Vector: [2.0742231852159785, -0.3574091712446375] User Vector: [0.7336688652350152, 0.6520449963852241] Predicted: 1.28874610876931 Movie Vector: [-0.43079802924984834, -0.26027695666455414] User Vector: [-0.3394778174814776, 0.4830746401715581] Predicted: 0.020513177559382534 Movie Vector: [0.8843322134101927, -0.7417238463512065] User Vector: [0.43006228395686297, -0.4057065765675434] Predicted: 0.681240173937474 Movie Vector: [0.42520942159397535, 0.6521719766326304] User Vector: [1.5152756498032152, -0.542804619594412] Predicted: 0.2903075209220496 Movie Vector: [1.7160117347324646, 0.5725846665371023] User Vector: [0.9552470375942383, 0.9344337171919329] Predicted: 2.174257544439505 Movie Vector: [1.3045242516518918, 0.6576726558377494] User Vector: [2.5917406858589795, 0.36346982102498815] Predicted: 3.6200327412063213 Movie Vector: [2.2023775469662192, -1.352132025668164] User Vector: [1.349492555453911, -0.7851472743157811] Predicted: 4.033714878398194 Movie Vector: [2.394207328307196, -0.40240733863360517] User Vector: [-0.2967241631852137, 0.55597506104838] Predicted: -0.9341476106469937 Movie Vector: [1.9559132757638862, -1.3639875212760173] User Vector: [1.2517956497112077, -0.4087910252122906] Predicted: 3.0059895870128246 Movie Vector: [-0.1767058676959462, -0.7131959781959474] User Vector: [1.3167586593219798, 0.14671137995096184] Predicted: -0.3373129475782448 Movie Vector: [-0.10983128454183783, 0.6178413008355755] User Vector: [1.8025026212404596, -0.24487598366226673] Predicted: -0.34926567457015545 Movie Vector: [1.933461698114651, 0.1962360156346625] User Vector: [2.332976316862068, -0.33772547706920325] Predicted: 4.4444464492630225 Movie Vector: [1.52433374113719, 0.395753797751205] User Vector: [1.6223790326277723, -1.082555867692573] Predicted: 2.0446215044308405 Movie Vector: [0.24240241294881237, -0.24843491643577145] User Vector: [1.7968378654258108, 0.12568275205282306] Predicted: 0.40433385025334906 Movie Vector: [1.0742245169333695, -0.8619321051763208] User Vector: [0.9898094424017673, 0.7984061318608173] Predicted: 0.37510569209964884 Movie Vector: [0.8745800692379398, 0.383224458635393] User Vector: [1.469827631154075, -0.6943533472936051] Predicted: 1.019388765804303 Movie Vector: [2.0094372357672077, 0.051411431055481106] User Vector: [1.8765852209263896, 0.49622552336294323] Predicted: 3.796391883302263 Movie Vector: [0.7464304494012637, -0.6657039602807222] User Vector: [0.4996365775726845, 1.052986009112232] Predicted: -0.3280330012513173 Movie Vector: [0.6828618806631229, -0.8091215927351086] User Vector: [0.7655515443627167, 1.4896393012014617] Predicted: -0.682533356660858 Movie Vector: [-0.06152153015136719, 0.04139900207519531] User Vector: [1.8562202847460614, -0.3683975855326633] Predicted: -0.12944880462354788 Movie Vector: [2.3949679720552473, -0.42042474354786974] User Vector: [1.7818441240136786, -0.5988767538898303] Predicted: 4.5192422138785115 Movie Vector: [1.7192862651993952, 0.3915450491057058] User Vector: [1.1593636742135327, 0.011859441601722032] Predicted: 1.9979215470907457 Movie Vector: [0.10522072480870776, -1.0141354076241538] User Vector: [-0.20277845239073342, -0.6941527478090447] Predicted: 0.6826283841166109 Movie Vector: [0.7102414509633873, -0.11595643926114939] User Vector: [0.8596112774600786, -0.5934540707148863] Predicted: 0.6793463818728697 Movie Vector: [0.9196934095407456, 0.056674200470395494] User Vector: [1.2635791602377076, 0.16487706216144096] Predicted: 1.1714497017775567 Movie Vector: [-0.8924725573453522, -0.7213368372463916] User Vector: [1.6297469024072126, -1.0064574585181045] Predicted: -0.7285095458665403 Movie Vector: [2.499603701267377, -0.2338067382089285] User Vector: [1.0942668714022796, 0.7374192321719854] Predicted: 2.5628199365647464 Movie Vector: [1.183309555053711, 0.7071399688720703] User Vector: [0.9814522664722793, 0.3563983080680089] Predicted: 1.4133853332190394 Movie Vector: [0.7650955774124591, -1.5021126257931094] User Vector: [2.29077828134318, -0.4586930130602138] Predicted: 2.4416728981690117 Movie Vector: [0.49685216533215354, -0.276699494526608] User Vector: [1.9732677568408918, -0.8683676324570605] Predicted: 1.2206992427306544 Movie Vector: [1.356240660925282, -1.2540525579142077] User Vector: [1.9016460267867552, 0.5457766541130564] Predicted: 1.8946570550748691 Movie Vector: [1.477999792223168, 0.5075373376244839] User Vector: [0.8740272252952624, -0.06493169034569489] Predicted: 1.2588568001382785 Movie Vector: [1.4798960947059856, -0.22985804350063282] User Vector: [1.3876355509784977, 0.2206705247309922] Predicted: 2.0028335376953437 Movie Vector: [0.5971973289965419, -0.8429198149429317] User Vector: [-0.612877044685482, 0.6995765048142877] Predicted: -0.9556954320659464 Movie Vector: [0.3815918212232895, -0.5324036644568307] User Vector: [1.5137267615342251, -0.4262425638691339] Predicted: 0.8045588547196786 Movie Vector: [1.7778135644050548, -1.0020776056376577] User Vector: [-1.1073936245287916, -0.37297956250186115] Predicted: -1.5949849398793179 Movie Vector: [1.0425313044159386, 0.38447467245724304] User Vector: [0.2324472864251499, -0.29572105393523407] Predicted: 0.12863631737429698 Movie Vector: [1.5359164186022223, 0.9967177575979786] User Vector: [1.8751019841730339, -0.6237109292737625] Predicted: 2.258336165229871 Movie Vector: [1.7032064169255925, -0.7535438022091501] User Vector: [0.4482172603005655, -0.3446985530252775] Predicted: 1.0231519721833917 Movie Vector: [1.5800017385378735, -0.22903119172577743] User Vector: [0.06367886086667962, 0.3476924428220943] Predicted: 0.020980296343874175 Movie Vector: [2.084315288317072, -0.10442508560856291] User Vector: [-0.610096823476451, -0.6039568525413348] Predicted: -1.2085658904951417 Movie Vector: [0.84237698623632, 0.30346593046205206] User Vector: [1.0990247596624356, -0.28000954811158385] Predicted: 0.8408198067875978 Movie Vector: [1.1236394233259996, -0.5176820612636457] User Vector: [1.1795144277176466, -0.5970349889545447] Predicted: 1.6344232150938596 Movie Vector: [1.2714837350472261, 0.6091980264709009] User Vector: [1.398991303630976, -0.9599866215954505] Predicted: 1.1939727327248852 Movie Vector: [0.9666506116005373, -0.4000211448343353] User Vector: [1.818253315563796, -1.263740705677322] Predicted: 2.2631386833932416 Movie Vector: [2.7632651689060745, 0.2971182504128083] User Vector: [1.4325820836632028, 0.5429748424506887] Predicted: 4.119931908592536 Movie Vector: [1.7852589588867065, -0.5902909193627603] User Vector: [2.557337783888901, 1.1698212784772564] Predicted: 3.8749753116246763 Movie Vector: [-0.16209923631986195, -1.1917752060799693] User Vector: [1.1413466955441716, -0.3785250549230304] Predicted: 0.2661053476134181 Movie Vector: [-1.0534076968813297, 1.3419018197006916] User Vector: [1.6936600577000513, -0.6638383932880106] Predicted: -2.674920488622076 Movie Vector: [0.6955037197467385, 0.5604840267217635] User Vector: [0.9165886468252604, -0.6273193309765971] Predicted: 0.28588834867843244 Movie Vector: [0.3157471576779913, -0.3580462287923764] User Vector: [1.934663597692635, -0.34255788730955067] Predicted: 0.7335160917287947 Movie Vector: [-0.9137294578766527, -0.15892511095055012] User Vector: [1.7891724515513179, -0.2987408620797228] Predicted: -1.5873421495523445 Movie Vector: [0.748108696144251, -0.40397091721954675] User Vector: [0.13040293280393686, -0.09818393965113173] Predicted: 0.1372190241904359 Movie Vector: [1.4190761427327017, -0.34769743918892815] User Vector: [0.8921567868480081, 0.8990607535423408] Predicted: 0.9534372901111325 Movie Vector: [0.7251057253982973, 0.5873253171607129] User Vector: [1.5058674987545588, -1.0351895478005506] Predicted: 0.4839201155547307 Movie Vector: [1.9654193962886215, -0.53968691036686] User Vector: [1.0800774642686326, 0.5923553683957802] Predicted: 1.8031187591590592 Movie Vector: [-0.7551169161395712, -0.5606846290711586] User Vector: [2.3444303941629587, -0.5640282397251298] Predicted: -1.4540770849682698 Movie Vector: [2.198231078559311, -0.45771808119145835] User Vector: [-0.1474637175842337, -1.3421133893686343] Predicted: 0.29015023836962023 Movie Vector: [0.4488197624638519, 0.22529005973964616] User Vector: [1.540910319718905, 0.0707007254131017] Predicted: 0.707519174326291 Movie Vector: [1.2802238994565174, -0.6957676263177084] User Vector: [-0.18687961177896417, 0.2507211468470045] Predicted: -0.4136914025299795 Movie Vector: [1.604924790369139, 0.8933611781872043] User Vector: [1.8809086895347344, -0.22109667320623766] Predicted: 2.8211977997862303 Movie Vector: [2.414731823668337, 0.2219124548819759] User Vector: [1.2609702991070526, -0.11208132585879024] Predicted: 3.02003286778663 Movie Vector: [-0.14339944367136367, 0.27093288607985505] User Vector: [0.633519422679831, 0.5188487664658235] Predicted: 0.04972686097026699 Movie Vector: [-0.7381611647448976, -0.9984699873432008] User Vector: [0.8698596445548659, -0.5951272540456265] Predicted: -0.04787990657467178 Movie Vector: [2.3717617822839245, -0.8252664398452716] User Vector: [1.7962638049879762, -0.8055316429679455] Predicted: 4.925088074745255 Movie Vector: [1.7337238826306018, -1.0318771136784493] User Vector: [1.169128222219743, 0.08791301669033438] Predicted: 1.9362300908026384 Movie Vector: [-0.1546382724509437, -0.8760274636129736] User Vector: [-0.7855980266646196, 1.822669868920762] Predicted: -1.4752253405901592 Movie Vector: [1.5421627582061685, -0.21995600740899163] User Vector: [0.1500925891298881, 0.06623111510685512] Predicted: 0.21689926959370423 Movie Vector: [1.009948439539967, 1.9221792226430947] User Vector: [1.5292046695550376, -1.232012086635949] Predicted: -0.8237301652224445 Movie Vector: [0.9485595177917256, -0.8023137672878841] User Vector: [0.19459716329946775, -1.9232575568889594] Predicted: 1.7276430073154538 Movie Vector: [-0.581991158039553, 0.7787837194674472] User Vector: [-1.1053785998055656, 1.1026983874682912] Predicted: 1.502084123016293 Movie Vector: [-1.2326973813137934, 1.608073031288099] User Vector: [0.9094401034015924, 1.3191460530605097] Predicted: 1.0002187583318567 Movie Vector: [1.018525949797905, 0.9656807188478214] User Vector: [0.6588180425796764, 0.3715167838517668] Predicted: 1.0297898674564663 Movie Vector: [0.4149442469887038, -0.9903068806929569] User Vector: [0.08873063588144925, -0.7947193221850043] Predicted: 0.8238342798701095 Movie Vector: [1.7400972258482588, 0.25178249282781706] User Vector: [1.7992105801005964, -0.4766801353929013] Predicted: 3.010781626379158 Movie Vector: [2.0235919967923395, -0.5077828540913649] User Vector: [2.1626075436015415, 0.15192329799022422] Predicted: 4.299091271578371 Movie Vector: [-0.5520880383551048, 0.6383630882692983] User Vector: [2.294306908468978, -0.34165021508568894] Predicted: -1.4847562868911734 Movie Vector: [0.32524623556570653, -0.38994375293955347] User Vector: [1.482178469282874, -0.501945820215946] Predicted: 0.6778036044781244 Movie Vector: [1.5259753106401772, 0.6506247099121297] User Vector: [1.4133563665806184, -0.8959411874374984] Predicted: 1.5738254453632796 Movie Vector: [0.08407463846397065, -1.08652285199286] User Vector: [1.9313892611403056, 0.09682554832611462] Predicted: 0.057177682950504044 Movie Vector: [1.7987012891547098, -1.011082836070375] User Vector: [0.994140802434182, 0.7956922154983153] Predicted: 0.9836516010545043 Movie Vector: [-0.0077845573876013235, -0.1928854068332311] User Vector: [0.9182824557209947, -0.6040873235139778] Predicted: 0.10937120668420375 Movie Vector: [1.0609889585066832, -0.35625650141167325] User Vector: [1.5439557893362776, 0.4388272770054652] Predicted: 1.481784974478283 Movie Vector: [1.886801961303668, 0.20299055564457055] User Vector: [2.0712871335538874, -0.7683735193378076] Predicted: 3.7521360583795715 Movie Vector: [2.026631194986711, 0.055958030547598604] User Vector: [0.9429916223689033, 0.21826400417052194] Predicted: 1.923309862316763 Movie Vector: [1.8889053288438649, -0.9388851634555709] User Vector: [1.4389362521196507, -0.7260301200102558] Predicted: 3.3996732623949244 Movie Vector: [0.7676637812229853, -0.27130443118771647] User Vector: [0.9766989898657045, -0.282467595102801] Predicted: 0.8264111498953044 Movie Vector: [2.484830399838719, 0.41257018664451955] User Vector: [1.309362463649283, 0.04126957813947574] Predicted: 3.2705702516392026 Movie Vector: [0.9916234968371028, 1.4179293906812425] User Vector: [1.7227101880690532, -1.0562373909530929] Predicted: 0.21060986056107334 Movie Vector: [0.3805405591743607, -0.3360853980320544] User Vector: [2.0645954765880457, -0.5007410029471824] Predicted: 0.9539540564161445 Movie Vector: [0.6769043348126521, 0.08008697813672663] User Vector: [-1.130263337292148, -0.15019386777514773] Predicted: -0.7771087254976483 Movie Vector: [1.3147282601065013, -0.5762119011459859] User Vector: [1.418685608983892, -1.2879244948270616] Predicted: 2.607303484034309 Movie Vector: [1.3461216418018698, 0.2731290121970341] User Vector: [0.9715530447842737, -0.023152725271396606] Predicted: 1.3015048987595663 Movie Vector: [2.1396029729875052, -1.3156091968044334] User Vector: [0.9943172442692141, -0.7735992239326958] Predicted: 3.145198385577781 Movie Vector: [1.211103802950715, 0.9498544709608002] User Vector: [1.568597700814996, -0.5027994697577858] Predicted: 1.4221483164106372 Movie Vector: [1.3154755346772289, -0.4860211796419801] User Vector: [0.3005992123150018, -0.9739381657107451] Predicted: 0.8687854857407136 Movie Vector: [1.1342975405171858, -1.5357151803963214] User Vector: [1.9469432029461158, -0.7758099541276708] Predicted: 3.399836010284869 Movie Vector: [0.14753018323821307, -0.20800351700502118] User Vector: [1.9261818085801037, 0.961938161511763] Predicted: 0.08408343443414457 Movie Vector: [1.9220321999935612, -0.2515586204483037] User Vector: [1.1875907756471005, -1.080313614340338] Predicted: 2.5543499136840326 Movie Vector: [2.133102917635505, -0.08004014930297929] User Vector: [1.4146032708311844, -0.43563168146259] Predicted: 3.0523623891321017 Movie Vector: [1.9662656343631038, -0.08467694095322478] User Vector: [1.6296529280166336, -0.23052095440692605] Predicted: 3.223850357543112 Movie Vector: [1.7334573317477935, -0.39392328641985175] User Vector: [-0.30587125205509924, 0.41727186492939927] Predicted: -0.6945878688093186 Movie Vector: [2.0661672764460803, -0.12497393101610188] User Vector: [2.051111313543024, -0.1316802202642231] Predicted: 4.254395671154419 Movie Vector: [0.7313750529133461, 0.15560541592727334] User Vector: [2.0354083288120273, -0.9029740326173836] Predicted: 1.3481392242682066 Movie Vector: [1.5773430393803718, -0.8022109530783053] User Vector: [2.129911206424644, -0.09381999817217804] Predicted: 3.4348640461036704 Movie Vector:
avg loss: 13.548731226594283: 43%|███████████████████▏ | 29802/70000 [00:48<01:06, 600.61it/s]
[0.8362155973253664, -0.5032946875450878] User Vector: [0.7903841344476799, 1.004993087969362] Predicted: 0.15512385890914637 Movie Vector: [-0.28521459982207487, -0.6737347656737196] User Vector: [1.9350411094902487, 0.09107713606082415] Predicted: -0.6132638086046978 Movie Vector: [2.1855744362680056, -0.10655153224091644] User Vector: [-0.6357094931702825, -0.9265883814525929] Predicted: -1.2906610053654552 Movie Vector: [1.0139860562357377, 0.25527238138287206] User Vector: [0.5667344563038565, 0.3480273456580049] Predicted: 0.6635026055929314 Movie Vector: [0.8289531324335025, -0.6904590747040439] User Vector: [1.2112122477516798, 0.24872932528611721] Predicted: 0.8323007670267649 Movie Vector: [1.2760314247124844, 1.126189609333556] User Vector: [2.03826530443426, -0.13350609467834457] Predicted: 2.450537403749821 Movie Vector: [0.10821976950755394, -0.22244921331742568] User Vector: [1.4241644634291282, 0.7233431247223774] Predicted: -0.0067843590799119 Movie Vector: [1.8508523537981514, -0.036681691682483364] User Vector: [1.7735421545704604, -0.6281076445253833] Predicted: 3.3056047223068723 Movie Vector: [1.847521167820978, -0.2391184896661922] User Vector: [1.0471013629998267, 0.7925259849376982] Predicted: 1.7450343164568638 Movie Vector: [0.07245101931462321, -0.655192698456704] User Vector: [1.524172290505854, -0.01392719797316265] Predicted: 0.11955283448023028 Movie Vector: [0.9596141286303789, -0.3973416591947169] User Vector: [1.1509052500087082, -0.43517426371749024] Predicted: 1.277337802607582 Movie Vector: [0.6495596756352864, -0.8803412067813227] User Vector: [1.5042157411525272, 0.44432045743794396] Predicted: 0.5859242812099785 Movie Vector: [0.7554003212597373, -0.19052963803558998] User Vector: [2.3489993381321277, -0.37359334649938547] Predicted: 1.8456154597449523 Movie Vector: [0.2844017539856958, -0.4387381163030216] User Vector: [1.2863837104185163, 0.20612912454707116] Predicted: 0.2754130797226804 Movie Vector: [1.2328030941864974, -0.1004237936869528] User Vector: [1.496535831453557, -0.48374243889226526] Predicted: 1.893513254457848 Movie Vector: [0.9886358351884581, -1.6234544046937527] User Vector: [2.007460304683285, -0.4025283401087838] Predicted: 2.638133601691906 Movie Vector: [2.273289396079935, 0.3669706475584398] User Vector: [1.2815333981876522, -0.11146392482447462] Predicted: 2.872392296150032 Movie Vector: [0.423980212284884, -1.4472259016395235] User Vector: [1.3292031236838222, 0.48311264984807567] Predicted: -0.1356173177206429 Movie Vector: [0.39141239603242267, 1.0876415815319147] User Vector: [1.0983949245524933, -0.04690054272440121] Predicted: 0.37891440874547067 Movie Vector: [1.9138631035509823, -0.27316185173941504] User Vector: [0.27548739485786633, 0.3169894633414623] Predicted: 0.4406557317236137 Movie Vector: [2.3778170533792924, -0.8279819165255472] User Vector: [0.6064683783040895, 0.21035286782800167] Predicted: 1.2679024816158742 Movie Vector: [0.2507452364372827, 0.34965829008681876] User Vector: [-0.32495216329349513, -0.24023879278119092] Predicted: -0.16548169251222672 Movie Vector: [1.3685097258567749, 0.442436575295941] User Vector: [1.1147972820837853, 0.020000245581989713] Predicted: 1.534459763050732 Movie Vector: [2.1669771405792155, -0.7421699404064045] User Vector: [0.26044303457260387, -0.16840424247285196] Predicted: 0.6893586689421771 Movie Vector: [0.679623549847779, 0.27248280381341744] User Vector: [0.016522368703628318, -1.488607144369638] Predicted: -0.39439085760426995 Movie Vector: [0.6245363220573642, -0.01858650875336044] User Vector: [0.23342837596853425, 1.0421000079980236] Predicted: 0.12641549847067973 Movie Vector: [2.738733542060194, 0.24671347499738983] User Vector: [1.3041330177001298, -0.11754505787870101] Predicted: 3.5426728891855026 Movie Vector: [-0.4134084108417752, -0.37953753218203445] User Vector: [1.5112901887373682, -0.8541854891722425] Predicted: -0.3005846226605451 Movie Vector: [2.697918948601309, -0.7201631279741698] User Vector: [2.2851400586955033, 0.1422465836135619] Predicted: 6.062681919963723 Movie Vector: [2.588641982478084, -0.7269654572403931] User Vector: [1.0298624698282313, 0.17701991653055282] Predicted: 2.5372578610146395 Movie Vector: [0.32634611048191364, -0.4320169852639456] User Vector: [2.0897741681135615, -0.8914073008796074] Predicted: 1.0670927663177165 Movie Vector: [1.8778600793721885, 0.06575795718495801] User Vector: [0.6463141693714578, -0.539074702935681] Predicted: 1.1782391261601173 Movie Vector: [1.2525263900468733, 0.9611571280185714] User Vector: [1.9166784470365683, -0.008017297763232255] Predicted: 2.392984453254782 Movie Vector: [0.21316818793685394, -0.5288837451673276] User Vector: [0.9525960941344157, 0.9361652159278253] Predicted: -0.29205938227293005 Movie Vector: [1.5771484118683445, -0.9916087258517681] User Vector: [0.6056538799644472, 2.3574262353900823] Predicted: -1.3824383706368608 Movie Vector: [2.4806815098135946, -0.10991724283812723] User Vector: [1.1286988605886785, -0.4715136244731343] Predicted: 2.851769871172706 Movie Vector: [0.9749448664805533, 0.5189558070841991] User Vector: [1.9775776071309543, -0.8172855968656445] Predicted: 1.5038940295995185 Movie Vector: [0.3815674006442519, -0.113121229820598] User Vector: [1.468721233898544, 0.7100940110873103] Predicted: 0.4800894356672478 Movie Vector: [0.36366949039670227, -1.039374433652042] User Vector: [1.8142435650489805, 0.10784388865709663] Predicted: 0.5476948520610554 Movie Vector: [1.159091872035512, -0.6006031475450683] User Vector: [2.168834008217824, -0.07134288388958851] Predicted: 2.5567266313385097 Movie Vector: [0.07330436469339364, -1.073880593678619] User Vector: [2.2469486610473886, 0.6636247691953288] Predicted: -0.547942617026566 Movie Vector: [1.5724823047917826, -0.1402181677155406] User Vector: [1.646432895232655, 0.4691095683053555] Predicted: 2.523208909654848 Movie Vector: [1.3135377018543504, -0.457549201115104] User Vector: [1.7699957314192847, -0.17478133120016592] Predicted: 2.4049271838009676 Movie Vector: [1.1439995968027572, -1.1668025264805575] User Vector: [0.3028960224048658, -0.16237578188526086] Predicted: 0.5359734000473038 Movie Vector: [1.8889930953347824, -0.04231785325533256] User Vector: [0.3644012770100203, 0.0422055208535316] Predicted: 0.6865654491650611 Movie Vector: [1.042914687816131, -0.062005255363919994] User Vector: [0.031729882969449126, -0.07151402504657627] Predicted: 0.037525806376640145 Movie Vector: [0.21416089106550962, -0.8881459288296061] User Vector: [1.6663660433189995, -0.5089754587248176] Predicted: 0.8089149182191325 Movie Vector: [1.1710622180575951, -0.14561990335648878] User Vector: [1.580422420481352, -0.5121189941886677] Predicted: 1.9253477036376214 Movie Vector: [2.2434028559455914, 0.03923212566230602] User Vector: [1.917288204668538, -0.48777454150190064] Predicted: 4.282113401917118 Movie Vector: [1.5269390619873648, -0.4890164912127013] User Vector: [1.5055666556983398, -0.43904488897624433] Predicted: 2.51360872810351 Movie Vector: [1.6562869333538912, 0.7158749385365089] User Vector: [0.13511198226997373, -0.13307866957285594] Predicted: 0.12851652637231148 Movie Vector: [3.0278900395007784, -0.6491066911766114] User Vector: [1.617724364219921, 0.3232559228320308] Predicted: 4.688463906606486 Movie Vector: [1.5677144504666318, -0.2086808533118551] User Vector: [1.202848737304203, 0.16258055788777678] Predicted: 1.8517958976454016 Movie Vector: [0.5657746417306424, -1.0881961917102494] User Vector: [1.864475330480774, -0.08122059244674382] Predicted: 1.1432568015073779 Movie Vector: [1.4687666170915339, -0.1813348540343912] User Vector: [2.0642353720660056, -0.2912321616917562] Predicted: 3.0846905458405653 Movie Vector: [1.4577107283766793, 0.3685703670279489] User Vector: [1.2956570310154047, 0.1918234490245586] Predicted: 1.95939359341938 Movie Vector: [1.7515071962845126, 0.6073067381857687] User Vector: [1.2190427387542857, -1.19694009708857] Predicted: 1.4082523433398957 Movie Vector: [2.094837820455036, 0.20359048598340238] User Vector: [1.785949184431513, -0.15175682390735026] Predicted: 3.7103776514273643 Movie Vector: [1.9874508890610227, 0.046889391703826055] User Vector: [-0.046509324355203496, 1.4728621502318344] Predicted: -0.023373387751416688 Movie Vector: [2.175605773081861, -0.47432623145725983] User Vector: [0.6650403821341974, -0.24826909713853101] Predicted: 1.5646262399367425 Movie Vector: [0.7189031854937149, 0.6749804814814672] User Vector: [1.8251032747660025, -1.0299237658389548] Predicted: 0.6168941187291065 Movie Vector: [1.9292915061467468, 0.9910929148321594] User Vector: [1.6276065549251415, 0.4905655405376872] Predicted: 3.6263235332535544 Movie Vector: [0.021596192237889736, 0.46875363574489903] User Vector: [1.4540421748786376, 0.21035622178785138] Predicted: 0.13000701809529402 Movie Vector: [2.7372007197585, -0.46100715126835234] User Vector: [2.2441138976011623, -0.11035043764896144] Predicted: 6.193462516635718 Movie Vector: [1.7322553228695696, 1.0102828119361527] User Vector: [1.5747796219910593, 0.3486859925185946] Predicted: 3.080191847544975 Movie Vector: [0.42426139910198485, -0.8797074403860415] User Vector: [0.9172698537632428, -0.6291775285000933] Predicted: 0.9426543446568992 Movie Vector: [1.2872285175257587, 0.2450621508843201] User Vector: [2.4340210315375264, 1.3353972913846042] Predicted: 3.4603966165643745 Movie Vector: [0.27481717778570997, 0.5053871053357529] User Vector: [1.6094097413862807, 0.4724109210643467] Predicted: 0.6810438309543141 Movie Vector: [2.011825261845561, -1.1996072683850725] User Vector: [0.7917184603304717, 0.16664898044046225] Predicted: 1.3928858705569755 Movie Vector: [2.4414654712700035, 1.0224383651840123] User Vector: [1.5273104988652415, -0.17581060096377724] Predicted: 3.5491203434562277 Movie Vector: [0.2497601341675107, 0.23106096210885527] User Vector: [2.13013399758552, -0.78407120439583] Predicted: 0.35085430618218594 Movie Vector: [1.0043259792739796, -0.800646167290326] User Vector: [1.3684061652270816, 0.7117769217243022] Predicted: 0.8044443975919708 Movie Vector: [0.5520757316450129, -0.18377010608744043] User Vector: [0.09156687572645475, 0.15877068128114988] Predicted: 0.021374544968518372 Movie Vector: [2.2830445587312624, -0.6662053129103802] User Vector: [0.6154642335090077, -0.6412482491013539] Predicted: 1.8323352598522482 Movie Vector: [0.4320463857694301, -0.9679279766632054] User Vector: [0.8715444965494323, -0.6044091843893877] Predicted: 0.9615722086940981 Movie Vector: [0.7849827918171386, -0.6909929629224473] User Vector: [1.867457164338785, 0.9734643793846517] Predicted: 0.7932647026511146 Movie Vector: [1.3222268662305559, 0.5743781337757646] User Vector: [-0.4210677247349962, 0.07186458514695862] Predicted: -0.5154696118459048 Movie Vector: [0.44478829676184894, -0.8865960564628557] User Vector: [-0.40105607074080896, 0.9082558994379064] Predicted: -0.9836411453115759 Movie Vector: [0.9556847441825209, 0.2882538693678927] User Vector: [2.2586522466253274, 0.49217176661937145] Predicted: 2.300429910635067 Movie Vector: [-0.8148088790123014, 1.1002190569927477] User Vector: [0.9181605875517355, 0.8672104334033276] Predicted: 0.20599604615697553 Movie Vector: [1.0776853812881162, 0.4857184591418303] User Vector: [1.3506030765966572, -0.30660134232862757] Predicted: 1.3066032600042934 Movie Vector: [1.5132259664260328, -0.9806556635569404] User Vector: [1.7994401654255188, 0.24560421169976246] Predicted: 2.4821064221550415 Movie Vector: [-0.05424536359988807, -0.5359627436302558] User Vector: [1.4176689187087648, 0.541371314302453] Predicted: -0.3670568208958774 Movie Vector: [1.4036391928262153, -0.6569278592007494] User Vector: [0.10467996492095816, -0.03459928638945617] Predicted: 0.1696621366044293 Movie Vector: [0.08663431743112324, 0.30301936815267416] User Vector: [1.5161663228978224, -0.5426944892049087] Predicted: -0.033094906722500844 Movie Vector: [1.6166814905394762, 0.5931251263332831] User Vector: [1.3604953871137813, -0.11246776364632076] Predicted: 2.1327802537900435 Movie Vector: [1.2556155806429818, 0.5857468332121066] User Vector: [-0.5816398107100607, 0.6125519865438867] Predicted: -0.37151562235392027 Movie Vector: [0.5992579361666173, -0.593695150647405] User Vector: [0.31062932046133707, -0.10448727324223556] Predicted: 0.24818067292078522 Movie Vector: [2.8521200662132684, -0.012879413377195515] User Vector: [1.1715518784280754, -0.16435073198898492] Predicted: 3.343523362090692 Movie Vector: [0.44455406446291523, -0.029052699239649607] User Vector: [1.512828243164162, 0.5966440011799019] Predicted: 0.6551998256134989 Movie Vector: [-0.1889420587621812, -0.50640654925281] User Vector: [-1.1707980227324666, 1.1902385172600285] Predicted: -0.381531591503669 Movie Vector: [2.9394492404654375, -0.025130355035532653] User Vector: [1.7144641260089204, 0.3377864660668486] Predicted: 5.031091579183704 Movie Vector: [1.4976625223856643, -1.1182439454940378] User Vector: [1.4800052421803396, -1.1274854662737304] Predicted: 3.477352180440935 Movie Vector: [0.25512471202263765, -0.6422004551038419] User Vector: [1.5213642575328328, -0.2258575187061693] Predicted: 0.5331834193863243 Movie Vector: [2.527809356795494, 0.4139248332543951] User Vector: [1.3365042287906852, -0.4414260867121589] Predicted: 3.195710675597369 Movie Vector: [1.0084024722923133, -0.6761047087600933] User Vector: [1.8792945706459232, -0.7516110406168214] Predicted: 2.403253054921977 Movie Vector: [0.6711281028041001, -0.3756820863544662] User Vector: [1.8176704690364922, -0.7646807669852642] Predicted: 1.5071665993436574 Movie Vector: [0.43393174653167355, 0.04779981850480621] User Vector: [1.006239365905732, -0.05546392772416676] Predicted: 0.43398803979761913 Movie Vector: [1.6826042619710806, -0.3245491457624898] User Vector: [-1.049498028740565, -0.20646376574379036] Predicted: -1.6988822172860685 Movie Vector: [-0.21807770780458816, -0.6118212035787043] User Vector: [0.809537780806932, -0.10422978029789298] Predicted: -0.11277215398898803 Movie Vector: [2.052731616727183, -0.370451729235493] User Vector: [1.470924997146967, 0.333468089764893] Predicted: 2.8958804169796593 Movie Vector: [-0.7377000539996312, 0.5988977070080448] User Vector: [1.5239176789782902, 0.34336581661056453] Predicted: -0.9185531538402655 Movie Vector: [1.7309969638545648, 0.5836750350241213] User Vector: [1.2087189348202643, 1.599514947967713] Predicted: 3.0258857496040616 Movie Vector: [1.956660428148147, 0.9993419907374652] User Vector: [1.7079063297016293, 0.29243486481274894] Predicted: 3.634035170273934 Movie Vector: [0.9509949766803064, -0.6030318513291445] User Vector: [0.0618201256439076, 1.2102107084660898] Predicted: -0.6710049750795601 Movie Vector: [0.03588586045193942, 0.5289479262458882] User Vector: [1.3911819074938574, 0.010242965018435565] Predicted: 0.05534175490069813 Movie Vector: [0.9584254605222778, -0.45757030428480766] User Vector: [0.29963937467296026, 0.08766148975634677] Predicted: 0.24707071111966813 Movie Vector: [0.6016832500430089, -0.609548531938639] User Vector: [1.5713964123553572, 1.1481406452928093] Predicted: 0.2456354556945819 Movie Vector: [-0.3891283681500621, 0.302783729271879] User Vector: [1.0125051715436268, -0.07952759181476812] Predicted: -0.41807414597595743 Movie Vector:
avg loss: 13.529699500618921: 43%|███████████████████▏ | 29893/70000 [00:48<00:58, 686.00it/s]
[1.4187520444461923, -0.44455993615589084] User Vector: [2.1808423258157394, -0.331173894082978] Predicted: 3.241301153575896 Movie Vector: [2.4849585316850495, 0.4145552487309218] User Vector: [1.6215602158203277, 0.6610488693300876] Predicted: 4.303551171392203 Movie Vector: [0.8829794806815632, 0.7339723374604018] User Vector: [1.4027568735380216, 0.2708117966203415] Predicted: 1.4373739030963786 Movie Vector: [-0.770843139497106, -0.9137491164867557] User Vector: [0.7430380917512572, 1.5362200822125809] Predicted: -1.9764855582624348 Movie Vector: [2.0832422717669448, -0.6495789848175564] User Vector: [1.0975068317990744, -0.24109126187253122] Predicted: 2.4429804426923885 Movie Vector: [0.4421269256663237, -0.9632056644375107] User Vector: [1.2279461608236162, 0.1890651530411039] Predicted: 0.36079943461177444 Movie Vector: [2.008888382838652, -1.2266156736318083] User Vector: [1.8042591008490194, -0.8083136463715078] Predicted: 4.616045335176278 Movie Vector: [1.4147708088500985, -0.5032509975371176] User Vector: [1.1362235125621882, 0.23356440254229915] Predicted: 1.4899543393335344 Movie Vector: [2.1331061763496035, -1.310554555676467] User Vector: [1.1452458888787405, -0.4722468115911149] Predicted: 3.061836289340655 Movie Vector: [2.2095278612604474, -0.6773203630442379] User Vector: [1.2403032425774951, -1.54419325678624] Predicted: 3.7863981081835707 Movie Vector: [2.264368047296697, 0.17597610657382343] User Vector: [1.6825745685170326, -0.13190934140241964] Predicted: 3.7867551978232803 Movie Vector: [1.7182344972212993, -0.2485394354491236] User Vector: [0.05321787738628093, -0.18608213538054244] Predicted: 0.13768954166864858 Movie Vector: [2.674129646366575, 0.13869818971787976] User Vector: [1.5202633050613403, -0.44013350297641207] Predicted: 4.004335454250745 Movie Vector: [1.4017406603055786, -1.1728116262374928] User Vector: [1.5474423721280544, -0.3631376330672639] Predicted: 2.5950049304772613 Movie Vector: [1.413460807583093, -0.37749671650249395] User Vector: [-0.6073136846135123, 0.1553595168042387] Predicted: -0.917061798581093 Movie Vector: [1.8878891799658148, -0.5467443432045773] User Vector: [1.9372076091647366, -0.2211119605649661] Predicted: 3.77812499834332 Movie Vector: [0.2594333311306045, 0.43964424184350803] User Vector: [1.472971981176577, 0.001625193329110472] Predicted: 0.38285253462771135 Movie Vector: [0.6543680228244082, 0.15944120384962834] User Vector: [0.9526520388848475, -0.03295541615668041] Predicted: 0.6181305798993323 Movie Vector: [2.697745158918481, -0.12590017306028756] User Vector: [1.650454518927003, 0.5478920153598075] Predicted: 4.383525988898303 Movie Vector: [1.567021424622392, -0.0670412626202345] User Vector: [1.6459728878422983, 1.0725892963945751] Predicted: 2.5073670388932294 Movie Vector: [0.9957892317413322, -0.16963390834765604] User Vector: [0.3526923110317923, -0.4633364892088356] Predicted: 0.4298047849879998 Movie Vector: [1.487883187362693, 0.26595232949671366] User Vector: [2.12394265176701, -0.5513948103129205] Predicted: 3.01353382821155 Movie Vector: [2.5160387902455024, 0.4178124641489484] User Vector: [0.279550698572497, -0.7115709121481184] Predicted: 0.4060572052273102 Movie Vector: [0.5156808243337688, -0.7498717363582204] User Vector: [1.115302816173879, -0.9738771979208547] Predicted: 1.3054232610309093 Movie Vector: [1.5337180285947278, -0.15126307147391715] User Vector: [1.4648463786174755, 0.3224233914217854] Predicted: 2.1978905475058244 Movie Vector: [1.5324709904599336, -1.1447614474180003] User Vector: [1.3397869227586519, 0.258009767517612] Predicted: 1.7578249576137743 Movie Vector: [1.9455911223765165, -0.23665401926460097] User Vector: [-0.970706543929533, 0.9220877547735525] Predicted: -2.1068138075839227 Movie Vector: [0.5406201209230359, -0.3667881831194376] User Vector: [1.7067565365230495, -0.6764787405991155] Predicted: 1.170831333344548 Movie Vector: [1.9503865445716904, -0.11754087159367729] User Vector: [1.5202058163863208, 0.3169635621468715] Predicted: 2.927732795901322 Movie Vector: [1.4386104392582855, -0.7545540933371115] User Vector: [1.331923188457783, -0.5402756513853155] Predicted: 2.3237858074887114 Movie Vector: [1.0437293774874916, -0.5195802913749632] User Vector: [-0.11447842445354639, 0.2648518352934253] Predicted: -0.2570962884436005 Movie Vector: [-0.6399440644653679, 0.1674428565360887] User Vector: [1.4070087523787758, 0.436045225313207] Predicted: -0.8273942416302543 Movie Vector: [1.598576986054777, -0.2869707329969842] User Vector: [0.84668179974013, 0.1338755469316015] Predicted: 1.3150676757426776 Movie Vector: [1.213507626126647, -1.887950437987813] User Vector: [1.5279909777104699, -0.5013355966067121] Predicted: 2.8007254632968905 Movie Vector: [1.1354469903499613, 1.8210706303588464] User Vector: [0.3578699440130398, -0.1512893720106154] Predicted: 0.1308337188123498 Movie Vector: [2.3430799640322415, -0.7287558177770121] User Vector: [-0.6590203065705057, -0.3693905980104884] Predicted: -1.2749417288834644 Movie Vector: [2.277263407533262, -0.7616519766437059] User Vector: [2.2569459846341045, -0.5276210715495104] Predicted: 5.541524135650929 Movie Vector: [1.6995851105583304, -1.5729180184502725] User Vector: [1.427300664455995, -0.5311822646396931] Predicted: 3.2613251127324148 Movie Vector: [1.424650949603847, 0.184873298528627] User Vector: [1.4824964946815293, 0.555730392624414] Predicted: 2.2147797497095 Movie Vector: [-0.670806092532735, 0.351504063433729] User Vector: [1.710351480662182, 0.3378216264759062] Predicted: -1.0285685191785034 Movie Vector: [-0.9130450061500862, -0.41811132643264126] User Vector: [0.0415487583300057, -1.2843400860266672] Predicted: 0.49906125065427387 Movie Vector: [1.757819532920991, -0.8806582083827961] User Vector: [2.1756844381814044, -0.5070725239585695] Predicted: 4.271018183377001 Movie Vector: [1.8535805468344246, -0.5864115500531601] User Vector: [1.4337433243542443, -0.34426736314011236] Predicted: 2.8594410932284533 Movie Vector: [0.7906496740574485, -0.04369841512767855] User Vector: [1.0776095055044934, -0.0471186357179366] Predicted: 0.8540706139921882 Movie Vector: [0.9757176494649822, 0.6384119257152563] User Vector: [1.52696548105284, -0.673869326672878] Predicted: 1.0596809554653677 Movie Vector: [1.0830262636415435, 0.33295670377957326] User Vector: [2.0989754418664806, -0.47478635082619747] Predicted: 2.1151622319093892 Movie Vector: [1.6466808456593092, -0.20643584110334914] User Vector: [0.4126296566937696, 0.028785907153975714] Predicted: 0.673526909073353 Movie Vector: [2.6656663162842413, 0.1328559862082686] User Vector: [1.2188129169420023, -0.42656034521599717] Predicted: 3.1922774432034275 Movie Vector: [0.3033850944493436, 0.46468310411036867] User Vector: [1.3650017017420417, 0.650513677338962] Predicted: 0.7164038850586437 Movie Vector: [2.642122111337899, -1.068953693544906] User Vector: [1.1886411941845962, -0.6829433189327405] Predicted: 3.8705699648571765 Movie Vector: [2.125815085979868, -0.35388324006551186] User Vector: [1.2509354581795418, -0.02671591226846609] Predicted: 2.668711782180079 Movie Vector: [1.5413866646510452, -0.22444041573392748] User Vector: [0.8590389155773019, -0.06555209232654433] Predicted: 1.3388236677411467 Movie Vector: [0.09861643629491978, -0.10508723101415784] User Vector: [1.93454892653687, -0.9271648961900193] Predicted: 0.28821151260736694 Movie Vector: [0.8249818091141488, -0.43405692156616255] User Vector: [0.9707582059246803, 0.018245017806778292] Predicted: 0.7929384846730181 Movie Vector: [0.8337442584403019, 0.14304129938890184] User Vector: [1.8888079741482755, -0.4882725973814771] Predicted: 1.5049396569569422 Movie Vector: [0.921395347578439, -0.4322448671170117] User Vector: [1.9510208774176927, -0.9447176670312838] Predicted: 2.2060109219300963 Movie Vector: [1.6965892479980023, -0.5267013423053906] User Vector: [1.032831677932459, -0.5336428195453852] Predicted: 2.0333615091381327 Movie Vector: [1.4845084505683777, -0.4579225041898394] User Vector: [1.6133955834530815, -0.4932618014575034] Predicted: 2.6209750570904093 Movie Vector: [2.273150595526364, -0.37948199550397144] User Vector: [1.6681845843081138, -0.12741764133978767] Predicted: 3.8403874820659207 Movie Vector: [0.7208104621082404, 0.4230469976655593] User Vector: [1.1763606503193496, -0.2181963364055809] Predicted: 0.7556257589446352 Movie Vector: [1.8344709674631168, -0.5979419821029832] User Vector: [0.6273873339035593, 0.5304344774512905] Predicted: 0.8337548065771831 Movie Vector: [1.5720829916260226, -0.24649074339233862] User Vector: [-1.0440486250542997, 0.22030833601407035] Predicted: -1.6956350513980365 Movie Vector: [2.1569908330476038, -0.8330615192741075] User Vector: [0.6807907897263259, -0.3123695213631576] Predicted: 1.7286825207046417 Movie Vector: [1.7689823400891163, -0.37002544270841914] User Vector: [1.9793467565560474, -0.816304738936681] Predicted: 3.803482979670345 Movie Vector: [1.5931112470968256, -0.6021177880404934] User Vector: [1.1757746749295106, -0.032242774210763776] Predicted: 1.8925538065698915 Movie Vector: [1.9485394217975276, 0.41384693268615125] User Vector: [-1.2364885993256736, -0.21794085783071832] Predicted: -2.499540935909514 Movie Vector: [0.6489147628548366, -0.3648279018259025] User Vector: [1.2353000151322935, -0.5275749742149873] Predicted: 0.9940784872728569 Movie Vector: [2.0738353952132074, -0.6997368542996858] User Vector: [1.290221134214117, 0.03960426220222882] Predicted: 2.6479936939351187 Movie Vector: [0.9432034275078054, -0.050368850660692986] User Vector: [0.0008592088614203242, -0.2566723514385788] Predicted: 0.013738700081375411 Movie Vector: [1.67757892696906, 0.005002933568564294] User Vector: [1.576846818956978, -0.15506575131186678] Predicted: 2.64450921088785 Movie Vector: [0.9018328347626337, -0.41986073789707234] User Vector: [1.0526935580030103, -0.024864546910470797] Predicted: 0.9597932625635244 Movie Vector: [1.813418814776617, -1.0616164027229158] User Vector: [0.7263407932840532, 0.0018896186429647622] Predicted: 1.3151540103348132 Movie Vector: [0.17561770346620675, 0.25923626618625767] User Vector: [0.8065512477980724, -0.9481485058190298] Predicted: -0.10414980057250353 Movie Vector: [1.7672568869453036, 0.9197675011816452] User Vector: [1.2521209705937093, 0.03851742463190919] Predicted: 2.248246483976014 Movie Vector: [2.4885786143420767, -0.980734047488637] User Vector: [-1.1905080427816976, 0.47444371254560086] Predicted: -3.4279759579791573 Movie Vector: [0.6843925663783172, 0.0752284045077721] User Vector: [1.5328364095666334, 0.5622628742228346] Predicted: 1.0913599831231717 Movie Vector: [2.105001859663367, 0.6881374166012046] User Vector: [1.8057528485178629, -0.6693601788619277] Predicted: 3.340501319964756 Movie Vector: [2.036212913069342, -0.7008917033468857] User Vector: [1.2983206887685075, 0.19249693334252835] Predicted: 2.50873784827602 Movie Vector: [1.0561118481987235, 1.074775699529537] User Vector: [1.56776866212235, -0.6639139468738708] Predicted: 0.9421804826232949 Movie Vector: [1.979525566564016, -0.42833426240902633] User Vector: [0.17078290092130777, 1.3368482303027627] Predicted: -0.23454878197384804 Movie Vector: [1.4990002850759914, -1.0959842822162886] User Vector: [-0.5765760290205353, -1.3291220395167522] Predicted: 0.5924092325878518 Movie Vector: [1.6225842903798486, -0.49124430480685877] User Vector: [1.3271548721962525, 0.10532057276705895] Predicted: 2.101682514975901 Movie Vector: [0.13896474819193042, -0.02778494091301409] User Vector: [0.43998103091272794, 0.7331585523974741] Predicted: 0.04077108611177843 Movie Vector: [0.9549104519514604, -0.8455047187397593] User Vector: [1.6225913722955392, 0.2897950946126846] Predicted: 1.304406340688614 Movie Vector: [2.354389842392744, -0.47092863625793874] User Vector: [0.9779310683136384, 0.046713877809297935] Predicted: 2.2804320710268624 Movie Vector: [1.0836160872805904, 0.03240259539616224] User Vector: [-1.9694248886680592, 0.8464228152249682] Predicted: -2.1066741960356796 Movie Vector: [0.7507038116455078, 0.5987453460693359] User Vector: [1.7530690349415836, -0.4244633947705513] Predicted: 1.0618901244126997 Movie Vector: [1.4108667164509954, -0.2092517225904036] User Vector: [1.1565707799769323, -0.5899821255627331] Predicted: 1.7552219947607706 Movie Vector: [1.7259630679912057, -0.29399657761238596] User Vector: [1.449888163770738, -0.9105567975821575] Predicted: 2.770154005596727 Movie Vector: [0.1302791696604308, -1.210288498500654] User Vector: [1.6181099840321782, -0.5701340380727666] Predicted: 0.9008326940221685 Movie Vector: [0.7633753380817379, -0.0432720476823833] User Vector: [0.1509162868364921, -1.4347243269826953] Predicted: 0.17728923097411817 Movie Vector: [1.1556064645883464, -1.0650587640828801] User Vector: [1.4991834596357572, -0.07632929386702797] Predicted: 1.813761280948339 Movie Vector: [2.204798204358925, 0.1806462227733644] User Vector: [1.023128968683948, -1.2579846210548673] Predicted: 2.0285427428814233 Movie Vector: [0.10112465355141056, -0.4204994552075925] User Vector: [0.35312990769844, 1.2529641601775203] Predicted: -0.4911606071746397 Movie Vector: [1.3064109720641128, -0.3501118392280984] User Vector: [1.5797407462194524, 0.5922711048731588] Predicted: 1.8564295180290422 Movie Vector: [1.383657455444336, 0.9878826141357422] User Vector: [1.999343025739208, -0.8057000285235633] Predicted: 1.9704688331675921 Movie Vector: [2.19675059961, -0.2485134673904901] User Vector: [1.2815355354618967, 0.007391835575614181] Predicted: 2.813376985258168 Movie Vector: [0.23192535417849017, 0.17186185259755457] User Vector: [1.8503062504701175, -1.2770049105127148] Predicted: 0.2096645027820666 Movie Vector: [0.6876185331219737, -1.2504628869188492] User Vector: [1.5297174619262324, -0.22587354851886976] Predicted: 1.3343085668202952 Movie Vector: [0.05988803771826977, -0.12645717843033638] User Vector: [0.44597948611418825, 0.7319592070562243] Predicted: -0.06585265976445542 Movie Vector: [0.4801321630157035, -0.44239650778992684] User Vector: [0.02414734991557348, 1.4403890139454396] Predicted: -0.6256291502823773 Movie Vector: [0.996180412027518, -0.7645521892758997] User Vector: [1.5288786254492157, -0.3743650243802202] Predicted: 1.8092605380182878 Movie Vector: [1.6361371066127377, -0.963879616053557] User Vector: [1.2606259821652057, -0.6140038631319295] Predicted: 2.6543827548316252 Movie Vector: [0.27048654591146337, -0.23379001837882277] User Vector: [0.16671005318321935, -0.9808251763251453] Predicted: 0.2743999624537132 Movie Vector: [1.874988177783023, 0.5550614452390041] User Vector: [1.5144525055630804, -0.7092526311720795] Predicted: 2.445901753246713 Movie Vector: [0.576087075284063, -0.1807431712481444] User Vector: [0.9233206525884081, -0.048004587255160984] Predicted: 0.5405895956339845 Movie Vector: [0.5539754203015822, -0.339520214587681] User Vector: [2.1328455971788034, -0.9484252592315482] Predicted: 1.503553583670179 Movie Vector: [0.8638893424769669, -0.46195621406299436] User Vector: [-0.06508930123038234, 1.1606457222527349] Predicted: -0.5923974573624833 Movie Vector: [1.2574361533965523, 0.5088262660839908] User Vector: [-0.5788967971704929, -0.0782760672511012] Predicted: -0.7677546808707659 Movie Vector: [2.535778548762178, 0.435272650712307] User Vector: [0.8858185362018892, 0.3515514064149735] Predicted: 2.3992603547285487 Movie Vector: [0.40454601720713684, -0.540534376154325] User Vector: [1.7064952520198797, -0.9239380958294742] Predicted: 1.1897761598219314 Movie Vector: [1.1072799831689721, -0.7117958595179927] User Vector: [1.725256812687333, -0.9100168615504758] Predicted: 2.5580885686577717 Movie Vector: [1.9072954902743111, -0.676518278771834] User Vector: [1.6053929024743556, -0.40458579419086743] Predicted: 3.3356683281092665 Movie Vector: [0.9577288444072387, -0.35733920078657944] User Vector: [-0.6597858191846163, -0.6252769725478471] Predicted: -0.40845993652346635 Movie Vector: [1.3876731303484078, -0.7473232926935188] User Vector: [-0.0697030985265159, -2.049351811892783] Predicted: 1.4348032270238695 Movie Vector: [1.478584412195782, 0.01297828474171863] User Vector: [1.0787080896003662, -0.5636759825627365] Predicted: 1.5876454191888254 Movie Vector: [2.1075472792504932, -0.8308297657895553] User Vector: [1.3268575054327312, -0.08934466202887606] Predicted: 2.870645130155847 Movie Vector: [0.7198113883001589, -0.9584060534916952] User Vector: [1.297547001137269, 0.6209213564617072] Predicted: 0.33889432149815046
avg loss: 13.506798795646594: 43%|███████████████████▎ | 30030/70000 [00:48<01:03, 632.63it/s]
Movie Vector: [2.6564310279170624, -0.7153134051296921] User Vector: [1.1191867297422586, 0.4387077457408277] Predicted: 2.6592288234577213 Movie Vector: [2.9370504975945235, -0.025602959195093193] User Vector: [1.1940393836503012, 0.6409976489164678] Predicted: 3.490542529248216 Movie Vector: [-0.4328595530032565, 0.7989312241312134] User Vector: [2.1486690858242565, -0.7669238108156251] Predicted: -1.5427913190321059 Movie Vector: [-0.23270538314080141, -0.5458367657818971] User Vector: [0.5357261116612014, 1.2904747042774638] Predicted: -0.8290548889788125 Movie Vector: [1.04883207214405, -0.43107628059700587] User Vector: [1.021832815547941, 0.2719864891423441] Predicted: 0.9544841052038163 Movie Vector: [2.277114194797966, -0.042521800079849036] User Vector: [-0.09064491797199925, -1.0884715005191679] Predicted: -0.16012506186264738 Movie Vector: [0.22023084779700372, 0.5303052176586992] User Vector: [1.8758314508932303, -0.04878809343783602] Predicted: 0.3872433702447951 Movie Vector: [1.4769844029832686, 1.0597475632921023] User Vector: [1.5248984339120397, 0.8338309747098567] Predicted: 3.1359015466679443 Movie Vector: [2.248488758403304, -0.5015344934645197] User Vector: [1.966867211030814, -0.3790756580284307] Predicted: 4.612598331408863 Movie Vector: [1.4640995427394214, 0.2703175239893988] User Vector: [1.2593241914156557, -0.6039567809326154] Predicted: 1.6805158711940407 Movie Vector: [1.5885382646931432, -0.18242097301670668] User Vector: [0.24370973572850155, 0.6214212170552105] Predicted: 0.2737819776145408 Movie Vector: [2.4568820011547263, 1.078939880207072] User Vector: [1.533563400500926, -0.09885335577441146] Predicted: 3.661127488483052 Movie Vector: [0.30178895278524176, -0.755884816686601] User Vector: [1.4161357513892894, 0.4630241934480025] Predicted: 0.07738116782761045 Movie Vector: [1.5747027345253424, -0.6986851834640451] User Vector: [1.4331351811778612, -0.9005574719301358] Predicted: 2.885968051240673 Movie Vector: [2.2651820798364866, -0.2481187578908056] User Vector: [0.8159150591182757, -1.7360390224705644] Predicted: 2.2789400164888103 Movie Vector: [1.5364034280061, -1.2023454416433281] User Vector: [1.886613609551226, -0.8850535458908544] Predicted: 3.962739713549599 Movie Vector: [-0.571009100390544, -0.5005952453822258] User Vector: [-0.017672782751270655, 0.3517795761432265] Predicted: -0.16600786345967328 Movie Vector: [1.2515161798748078, -0.657252818263625] User Vector: [1.6270853537439005, -0.4497370837108253] Predicted: 2.3319146119944203 Movie Vector: [1.3736514585376218, -0.6910118118638272] User Vector: [-1.6228840968031837, 0.8567851762113603] Predicted: -2.821325783603085 Movie Vector: [0.5926000606154461, 0.13858538026724165] User Vector: [2.0654052226143205, 0.3743915562177483] Predicted: 1.2758444563039864 Movie Vector: [0.7726564745510389, -0.3769628388496417] User Vector: [1.6122015094129802, -0.375874217751463] Predicted: 1.3873685467028767 Movie Vector: [1.3887201953039428, 0.8418314898983505] User Vector: [0.009783407571001185, 0.14384002846162908] Predicted: 0.1346754811396132 Movie Vector: [-0.5625114461950983, -2.0396568151434598] User Vector: [1.6224157318285786, 0.5721094298719043] Predicted: -2.079534317286641 Movie Vector: [1.1958309590383618, 0.7163497520200106] User Vector: [1.4558607291232475, -0.6215701625878808] Predicted: 1.2957017001008755 Movie Vector: [2.5156936324732753, -0.45011492157787186] User Vector: [1.655197885607212, -0.5021593700035409] Predicted: 4.39000020675403 Movie Vector: [0.7564457260679395, -0.42725634770127957] User Vector: [1.3988377023234282, -0.005878295418934044] Predicted: 1.060656340416657 Movie Vector: [1.7281824833327954, -0.4754425685018639] User Vector: [1.5458088321827197, 0.40105910777235204] Predicted: 2.480759174038948 Movie Vector: [3.0181563226555497, 0.01793718185001493] User Vector: [-0.08667615233521647, -1.0647791976536194] Predicted: -0.28070131529241515 Movie Vector: [1.9277777646074148, -0.9584986516562659] User Vector: [0.7964733766649347, 0.17306984491617045] Predicted: 1.369536452641939 Movie Vector: [0.15888216125337612, -0.4937413831614734] User Vector: [-0.017017638545319458, -0.9567509620544372] Predicted: 0.4696837441543191 Movie Vector: [-0.5796994111350776, 0.0018681781760407148] User Vector: [0.4140680887713819, -0.2287411961624168] Predicted: -0.24046235654122922 Movie Vector: [0.6237454262879917, -0.6019320777588849] User Vector: [0.7519155436907181, 0.10216906014309145] Predicted: 0.40750504667733045 Movie Vector: [0.6514143513305112, 0.7292321996463896] User Vector: [0.80621346011189, 0.472146474940857] Predicted: 0.8694834306291239 Movie Vector: [2.0616427271959, 1.0173174990518612] User Vector: [1.5496848216712107, -0.2971461015889206] Predicted: 2.8926045131228753 Movie Vector: [2.229969189779814, -0.25644448945757364] User Vector: [0.6591234352031209, -0.0021157400155137895] Predicted: 1.4703675226328947 Movie Vector: [0.5327051775153004, -0.9492594576783021] User Vector: [1.4497264747475092, -0.3536834768557251] Predicted: 1.1080141845088445 Movie Vector: [0.13750003201558444, -1.212832738047741] User Vector: [2.201056957366624, 0.07022870168163062] Predicted: 0.21746973355596563 Movie Vector: [2.5738295865321383, 0.27071124123147783] User Vector: [1.5199769603971092, -0.1193655229361946] Predicted: 3.879848082642966 Movie Vector: [1.4125395155614724, -1.006572430495613] User Vector: [1.325852764980394, -0.2398776147937615] Predicted: 2.114273616095691 Movie Vector: [0.20410888940955957, 0.08912421780888813] User Vector: [-0.5334460409044142, 0.5874628637161763] Predicted: -0.0565239107484528 Movie Vector: [0.29959737474400616, 0.5076871360853371] User Vector: [1.9867013146509314, -0.06018361946561758] Predicted: 0.5646560488641357 Movie Vector: [2.328323691371126, -0.278960502776302] User Vector: [0.4610466769438298, 0.04726316257529686] Predicted: 1.0602813451614457 Movie Vector: [1.1065832109486742, 1.0153374500591141] User Vector: [0.5190848085216124, -0.529661883571704] Predicted: 0.03662498790932234 Movie Vector: [1.4105872031819222, -1.2997939617942467] User Vector: [0.44644279385913993, -0.3439134818936304] Predicted: 1.0767631591154634 Movie Vector: [2.5949900564991237, -0.16001120096649485] User Vector: [1.4082185324259853, 0.902957756663454] Predicted: 3.5098297339574893 Movie Vector: [1.398718606064697, -0.8367838668390418] User Vector: [1.6715961229447645, 0.5559309456047313] Predicted: 1.8728985526298405 Movie Vector: [0.6111980002703739, -1.197718547936295] User Vector: [1.8861010433095042, -1.240870093866592] Predicted: 2.6389943129821036 Movie Vector: [0.9433575539042826, -0.09641118841913536] User Vector: [-0.521951732766822, -0.32888101295080185] Predicted: -0.4606793005719352 Movie Vector: [1.6557433401742003, -0.9734290806199849] User Vector: [1.765250894717904, -0.7357354396251528] Predicted: 3.6389886852395708 Movie Vector: [-0.04234607823008952, -1.9473896073435477] User Vector: [1.2938752588554472, -0.5605067003671931] Predicted: 1.0367343802100255 Movie Vector: [1.2575074060085352, -0.18011105363944424] User Vector: [-0.4961464573281454, 0.8188861585785934] Predicted: -0.771398293387388 Movie Vector: [1.9769373724598525, 0.3798325355223678] User Vector: [0.32748553673158914, 0.406283512904265] Predicted: 0.8017380933521139 Movie Vector: [0.586853457224087, -0.06592182120021982] User Vector: [1.3659954439433395, -0.5191663414053348] Predicted: 0.8358635395617952 Movie Vector: [1.8765153250250086, -0.07198139909198047] User Vector: [1.818541626136187, -0.37224385270250004] Predicted: 3.4393158639613697 Movie Vector: [2.619615344405046, -0.15293168291198023] User Vector: [1.9344807056075546, -0.12462571615090438] Predicted: 5.086654560370119 Movie Vector: [1.950374398976694, -0.9535885113797707] User Vector: [2.040702828050661, -0.5676499034028069] Predicted: 4.521438978120101 Movie Vector: [0.640684290611515, 0.03640361542413065] User Vector: [0.05614402343781888, 0.18571494651269146] Predicted: 0.042731289319696275 Movie Vector: [1.1857034482332356, 1.5188096068231698] User Vector: [1.2470441857372017, -0.7222499196536469] Predicted: 0.38166447463058617 Movie Vector: [2.009332826576736, 0.4200228261596117] User Vector: [1.1238430847102285, -0.8191120564125856] Predicted: 1.9141290411536964 Movie Vector: [1.131739647455761, -0.4808626382579965] User Vector: [1.2002556768015096, 0.12916858117540006] Predicted: 1.2962645917960713 Movie Vector: [-0.5101058430777952, 1.873215837858015] User Vector: [0.40228009472700815, -0.08006277857000821] Predicted: -0.35518029171439447 Movie Vector: [0.6593774274000541, 1.13589120390336] User Vector: [2.5553425372114966, 0.3451197849422897] Predicted: 2.07695371632141 Movie Vector: [0.7407624896379813, 0.41448884719973317] User Vector: [0.18042463771730097, -1.7366222684803982] Predicted: -0.586158758256327 Movie Vector: [1.179750037015686, 0.5513849395933976] User Vector: [1.70793924780159, 0.06745644613129884] Predicted: 2.05213585928976 Movie Vector: [1.8403013131842558, 0.5343517633588832] User Vector: [0.41386712614469723, -0.26471913344195785] Predicted: 0.6201870799783347 Movie Vector: [1.7591707271446808, 0.3078467711657744] User Vector: [1.2838512646547897, 0.1517981883542779] Predicted: 2.305244144942063 Movie Vector: [0.40243762341757683, -0.4203827178886167] User Vector: [1.4831309873112077, -0.9410534766474206] Predicted: 0.9924703279420612 Movie Vector: [2.260144956023605, -0.24628979065933548] User Vector: [1.6800418073003913, -0.7542208957524293] Predicted: 3.9828949232045234 Movie Vector: [0.9280654255007134, 1.400454177991545] User Vector: [2.097698116749527, 0.2767733702940032] Predicted: 2.3344095180782327 Movie Vector: [1.933859242943451, -1.0613030698073822] User Vector: [1.5227151292620875, -0.35550208541866896] Predicted: 3.322012181671079 Movie Vector: [0.7089974152281929, -1.1358685930103656] User Vector: [0.33564367440059983, -1.096431820797614] Predicted: 1.4833729672088976 Movie Vector: [-0.7193806919895386, -0.31294367251701516] User Vector: [0.472599075890068, -0.027799768337667424] Predicted: -0.3312788886487017 Movie Vector: [1.2957106638457894, -0.17483740709743537] User Vector: [0.8881319119495941, -0.5952167972392877] Predicted: 1.2548281507049956 Movie Vector: [0.4829394198836729, 1.3490425402055775] User Vector: [1.2133773108215138, 0.6190206119446233] Predicted: 1.4210728733655387 Movie Vector: [1.3971987899449287, 0.7161643215828459] User Vector: [1.5388729303596633, -0.5182655168048925] Predicted: 1.778948123935169 Movie Vector: [0.7604209322310082, -0.41245023139184656] User Vector: [1.8459429529939275, -0.7064103050714272] Predicted: 1.6950527549451975 Movie Vector: [1.6351527422485452, 0.05823575016969243] User Vector: [1.5965679278957527, 0.2214533854573271] Predicted: 2.6235289295145434 Movie Vector: [1.5431095892265254, -0.47686941835818214] User Vector: [1.2831910143448209, 0.6030686802866299] Predicted: 1.6925193482464835 Movie Vector: [0.5284355749878308, -0.9841381041720432] User Vector: [2.0330162159605667, 0.018299977475293827] Predicted: 1.0563083879017792 Movie Vector: [1.4832916389167201, -0.3064699762396402] User Vector: [0.9803372338837298, -0.7650031290184679] Predicted: 1.6885765131120218 Movie Vector: [0.1477733118036752, -2.0452832524634093] User Vector: [1.1049132919439, -0.844517454995129] Predicted: 1.8905541035210094 Movie Vector: [2.6120719235260452, -0.15244571051300618] User Vector: [2.158043833201127, -0.18409324680899547] Predicted: 5.665029932253631 Movie Vector: [0.3367983944710727, -0.6420355747971673] User Vector: [1.1825890273546509, 0.4024927941794185] Predicted: 0.13987939326945292 Movie Vector: [0.2935747532587738, 0.22894739305255415] User Vector: [1.4028674664387655, -0.7607859255541533] Predicted: 0.2376665159878238 Movie Vector: [2.198481819629644, 0.19478358135873294] User Vector: [1.857418771991278, -1.3288098819225984] Predicted: 3.8246710539158846 Movie Vector: [2.472453966762386, 1.0188712411319438] User Vector: [1.4151275751110912, -0.7847333944745161] Predicted: 2.69929549897232 Movie Vector: [1.7251858602050207, -0.655122569625432] User Vector: [1.8447880343346634, -0.36070460784922226] Predicted: 3.418907961479492 Movie Vector: [0.3207346960148161, -0.019298364334535925] User Vector: [1.2219595359595028, 1.136872052177071] Predicted: 0.36998504924371217 Movie Vector: [2.4523789371897298, -0.8021202118575431] User Vector: [-1.0811992016689396, -0.3551359655472036] Predicted: -2.366648413156302 Movie Vector: [1.3545820169252227, 0.5266652943041895] User Vector: [1.8113489234462894, 0.1157874789515736] Predicted: 2.514601924755976 Movie Vector: [-0.021073075559791255, -0.8487689869669669] User Vector: [-1.7503012314104744, 0.0004827208350856177] Predicted: 0.03647451162772514 Movie Vector: [-0.23339156942165204, 0.2905513250255586] User Vector: [0.5141493285800226, 0.7215342358574596] Predicted: 0.08964460956530865 Movie Vector: [0.5736328909872871, 0.00479283144013265] User Vector: [1.5608705905884066, -0.1331829213479469] Predicted: 0.8947283860435367 Movie Vector: [1.762125462152594, -0.43291260134149856] User Vector: [1.8899001639096615, -0.37783550077512185] Predicted: 3.493810949271301 Movie Vector: [2.069132039212726, 1.015881452290441] User Vector: [0.1271085952657651, 0.7779002595982524] Predicted: 1.0532589123815013 Movie Vector: [1.4406712742468786, -0.4062873572360784] User Vector: [1.1154368782022865, -0.28488234987609495] Predicted: 1.7227219657160109 Movie Vector: [0.8268400736319623, -0.4813820825084335] User Vector: [-0.030417356219694984, -0.25532375516690164] Predicted: 0.0977579919197343 Movie Vector: [0.8430472034469643, 0.06456229255040538] User Vector: [1.5719126610601513, -0.4804656710643013] Predicted: 1.294176607753956 Movie Vector: [1.3736550152955138, 0.712789072421247] User Vector: [1.5522995261145078, -0.3471684435365548] Predicted: 1.8848661564456943 Movie Vector: [-0.5428243915888505, -0.06821066336139417] User Vector: [-0.2525305504862836, 0.05378926125691577] Predicted: 0.13341074123326083 Movie Vector: [0.5092193915013024, -0.5072323822513061] User Vector: [1.7030415067732374, -0.4201931413790867] Predicted: 1.080357327887903 Movie Vector: [1.2011027887187287, -0.6982926444456884] User Vector: [1.891804361611824, -0.8144484466370263] Predicted: 2.8409748540090685 Movie Vector: [-0.6022393178455734, -0.10780814607264169] User Vector: [0.5083083081910398, 0.3657196779047991] Predicted: -0.34555080923740933 Movie Vector: [1.1991629601149436, 0.9208712597198903] User Vector: [2.1044567034714285, 0.5035680786077968] Predicted: 2.987307900870821 Movie Vector: [2.412160989328697, -0.4187048483120941] User Vector: [1.6147256413662414, -0.530216282066577] Predicted: 4.116982328527696 Movie Vector: [2.3370400133381297, -0.2808102762536117] User Vector: [1.279913413895024, 0.37058043465556467] Predicted: 2.8871460676510656 Movie Vector: [0.7253967224732591, -0.5208968766926693] User Vector: [2.028063929723599, -0.04202213374386019] Predicted: 1.4930401258068753 Movie Vector: [1.0500003304592471, -0.07797514803382961] User Vector: [1.2297486825880248, 0.06000839030723752] Predicted: 1.2865573599817712 Movie Vector: [0.6828908084167525, -0.02188566934678776] User Vector: [1.8918144950869855, -0.010301696937058027] Predicted: 1.2921281894573573 Movie Vector: [2.2291253667565814, -0.1301021935436989] User Vector: [1.9933541785399584, 0.0027517410453535207] Predicted: 4.443078356767584 Movie Vector: [-0.11630870160218165, 0.2931200481494583] User Vector: [0.19906601186509806, 0.19383575917908713] Predicted: 0.033664037690506785 Movie Vector: [0.6098451618625628, -0.9554172061722731] User Vector: [1.0488405326424504, -0.03993095466970562] Predicted: 0.6777810455476735 Movie Vector: [0.9816187831006282, 0.7530153285940754] User Vector: [0.21526054954113932, 0.8211802115947334] Predicted: 0.8296650855591062 Movie Vector: [0.1948541327381514, 1.2299919508106776] User Vector: [1.478171807427742, -0.7244545609709021] Predicted: -0.6030453931479745 Movie Vector: [0.8024617231819452, -0.3894579923268401] User Vector: [1.5477767711192092, -0.6601975072339731] Predicted: 1.4991508105598355 Movie Vector: [0.3743644893706577, -0.9718276709258936] User Vector: [1.2252943442650932, -0.46597610922596666] Predicted: 0.9115551684557375 Movie Vector: [0.8426661331747977, -1.1512359918537969] User Vector: [1.4938374030619244, 0.10588662441150914] Predicted: 1.1369056949516392 Movie Vector: [1.5554094815559332, 0.9689009925631424] User Vector: [1.882837370591292, -0.01001399299379775] Predicted: 2.918880530694327 Movie Vector: [0.969227873642897, -1.4568893784157977] User Vector: [1.2974883913487392, 0.06330990340297316] Predicted: 1.1653263888069598 Movie Vector: [1.8264622252040348, -0.02804382187970321] User Vector: [0.9146225206769002, -0.7082483930314433] Predicted: 1.6903854761180144 Movie Vector: [1.1776914609049685, -0.533632905058676] User Vector: [2.1338812829497904, -0.5619327662104235] Predicted: 2.8129195799954334 Movie Vector: [1.3032833844119251, 0.5333372344802199] User Vector: [1.2754276797018391, 0.5436350107131649] Predicted: 1.9521844961548458 Movie Vector: [0.722623308337059, 0.2658187503222224] User Vector: [0.897093297573128, 0.447533443029636] Predicted: 0.7672233071328348 Movie Vector: [2.0273722642943155, 0.1916423196638838] User Vector: [-0.42003626798892796, 0.6906302411213909] Predicted: -0.719215898279916 Movie Vector: [0.5517621873142918, -0.6741527827429256] User Vector: [1.290134111876954, -0.7325526382667179] Predicted: 1.205699619091189 Movie Vector: [1.7389754170048015, -0.2647712281327693] User Vector: [1.1493969452135444, -0.42443420822797756] Predicted: 2.1111509986808494 Movie Vector: [0.16183642255211522, 0.5809343381382771] User Vector: [2.226433441800757, 0.13590737343432743] Predicted: 0.4392712833056102 Movie Vector: [0.8385858858430048, -0.16242766112607013] User Vector: [0.33753443750351975, 0.23779785349025107] Predicted: 0.24442666611318806 Movie Vector: [1.7993090703860912, 0.31259259177235893] User Vector: [0.9696988391991176, 0.47424156899073006] Predicted: 1.8930323180908384 Movie Vector: [1.4995773609500507, -1.1957709225182875] User Vector: [0.8988076414859953, 0.10855713755471456] Predicted: 1.2180221225015624 Movie Vector: [0.33740654545135057, -1.124284754644193] User Vector: [2.1930796912937462, -0.67640820484592] Predicted: 1.5004348751634515 Movie Vector: [-0.8686061533120151, -0.4751484892739649] User Vector: [1.3377525759226554, -0.7831147479056104] Predicted: -0.7898843296599044 Movie Vector: [2.0918025694480744, -0.5029910576388272] User Vector: [0.6011827384292361, 0.16457055004140864] Predicted: 1.174778081932574 Movie Vector: [2.2131364870374974, 0.18429953373226882] User Vector: [1.3372169372173852, -0.31583563944128445] Predicted: 2.901235233755264 Movie Vector: [2.1749794635912307, -0.8353703481016154] User Vector: [0.45154687990456455, 0.7202033216279264] Predicted: 0.38046869114886306 Movie Vector: [0.45653568954607415, -0.7769523913774832] User Vector: [0.8993860429491467, 0.9940531973459693] Predicted: -0.36173018154848025 Movie Vector: [2.1534940686236723, -0.3557525519642406] User Vector: [1.4553318598415461, -0.1839466194966133] Predicted: 3.1994880073589425 Movie Vector: [-0.3314119936778809, -0.06311517913670929] User Vector: [1.4720531825740288, -0.3815405993093001] Predicted: -0.4637750767633946 Movie Vector: [0.39105127566887043, 0.3365219394159109] User Vector: [1.286072456142942, -0.6289948669227766] Predicted: 0.29124970207778933 Movie Vector: [1.285384441827196, 1.2378170907429467] User Vector: [0.8427624968470239, -2.0376167894584536] Predicted: -1.4389230847738403
avg loss: 13.481929377307036: 43%|███████████████████▍ | 30176/70000 [00:48<00:59, 671.62it/s]
Movie Vector: [1.9890126985842358, -0.026951700164081965] User Vector: [1.6299725555968374, -0.7077896973075256] Predicted: 3.261112247126968 Movie Vector: [0.8505617896656519, -0.8523490235309209] User Vector: [1.2990894957805301, -0.6111196904620543] Predicted: 1.6258431578927877 Movie Vector: [1.2359495285418367, -0.3065287364962958] User Vector: [1.433937281764723, 0.7032547826335005] Predicted: 1.556706307400048 Movie Vector: [0.5691519656741217, 1.3930250198321128] User Vector: [1.9136850243633656, -0.30468457513180175] Predicted: 0.6647443569820222 Movie Vector: [2.4802677128041464, 1.0774324393846302] User Vector: [0.8686666682184936, 0.5420603327328002] Predicted: 2.7385592769614266 Movie Vector: [1.63513027471127, -0.7034879591356661] User Vector: [0.96125514509075, 0.07798819121917051] Predicted: 1.5169136359824034 Movie Vector: [1.376490393561415, -1.076108703683901] User Vector: [0.8389855091176749, -0.9002710046614028] Predicted: 2.123644957428098 Movie Vector: [1.4208162103556257, 0.5834341236319349] User Vector: [1.3416331067415501, 0.3564219380913264] Predicted: 2.114162787501683 Movie Vector: [0.3393077850341797, 0.35637855529785156] User Vector: [0.903468976674454, -0.3002513717395626] Predicted: 0.19955090723576246 Movie Vector: [1.7864862297950066, -0.37724424258237577] User Vector: [1.406187375373819, 0.2424420877286814] Predicted: 2.4206745008616135 Movie Vector: [0.21595617583487492, -0.8052066850868961] User Vector: [1.1128990168225932, -0.49452870110444536] Predicted: 0.6385352318600382 Movie Vector: [1.1777571052578815, 0.5492493390517766] User Vector: [1.5553368179513192, -0.9951201033467748] Predicted: 1.2852399293709986 Movie Vector: [-0.24882098822695878, -0.31036490474587414] User Vector: [0.4792561231005825, 0.2103474488137708] Predicted: -0.18453344807833155 Movie Vector: [1.3578313624231328, -0.6232535990628849] User Vector: [1.1195129934087398, -1.2500875672710763] Predicted: 2.2992314285360536 Movie Vector: [1.4045487751244206, -0.7818904849113163] User Vector: [1.50108139501203, -1.3240364686503407] Predicted: 3.1435935512394853 Movie Vector: [0.14912493196497184, -0.576540103099163] User Vector: [0.5820886212688356, 0.35189277776197897] Predicted: -0.11607637232644286 Movie Vector: [0.8629262158708941, -0.5237465318147682] User Vector: [1.0172663708699168, -0.00986484057169762] Predicted: 0.8829924959838271 Movie Vector: [0.805459366590513, -1.0986373785874894] User Vector: [1.142965761957275, -0.26417982179579663] Predicted: 1.210850305554194 Movie Vector: [2.54748955503731, -0.146936472137588] User Vector: [1.7443173700441499, 0.5340802582989779] Predicted: 4.365154411864839 Movie Vector: [0.9952095445841957, -0.0834521407982542] User Vector: [1.4282362954811194, -0.7405378584945159] Predicted: 1.4831938628179058 Movie Vector: [0.4240064079262129, -0.6672721633438708] User Vector: [1.5204585485164603, -1.1836041385986893] Predicted: 1.4344702616626739 Movie Vector: [-0.658051158537766, 1.2482780485843243] User Vector: [1.4369701778921644, -0.6442602282015183] Predicted: -1.7498157907860412 Movie Vector: [0.6571475814403231, -1.2355289372838874] User Vector: [0.7982445903547455, 1.2699366250422068] Predicted: -1.0444789468068418 Movie Vector: [1.5390769240905375, -0.7953068904995272] User Vector: [2.6536591572427066, -0.5786413026908065] Predicted: 4.544382988471414 Movie Vector: [1.9271676391721662, -0.6040811243834696] User Vector: [1.1614128026543433, 1.053253801633241] Predicted: 1.601986428243928 Movie Vector: [1.0438469054796227, -0.6839388223957446] User Vector: [2.06981622371263, -0.10566013668069699] Predicted: 2.2328363294895164 Movie Vector: [1.3908621706769366, 0.8733237686754078] User Vector: [1.5729157500990738, 0.31506205436832346] Predicted: 2.4628601951623006 Movie Vector: [1.4210021480266786, 0.4354680720893219] User Vector: [0.9165572572062822, -0.6276567527251695] Predicted: 1.0291053552364942 Movie Vector: [1.3103556101323306, -0.47806681753595964] User Vector: [0.37117225239177587, 0.03417175478165199] Predicted: 0.4700312611889333 Movie Vector: [0.49122011683535854, 0.25578109324585174] User Vector: [2.0634463570962067, -0.7599325112044554] Predicted: 0.8192299921073527 Movie Vector: [1.5820567784148791, -0.7033063380212735] User Vector: [1.1084930219093132, -0.11662756338407672] Predicted: 1.8357238036532209 Movie Vector: [0.30710601372003693, 1.1337538746745643] User Vector: [0.4297440670634377, -0.2917522426815655] Predicted: -0.19879824822953013 Movie Vector: [0.41771551030544796, 0.05031491673564438] User Vector: [1.9075189195767432, -0.1399418560767071] Predicted: 0.789759076071965 Movie Vector: [0.1116640594230717, -0.27146405632942716] User Vector: [1.713091636110318, -0.5160227918868079] Predicted: 0.33137240649581834 Movie Vector: [1.2051341915566678, -0.4985313689211368] User Vector: [2.007255769204698, 0.06148945237835502] Predicted: 2.388358137799569 Movie Vector: [2.838682532568768, -0.05338211187209758] User Vector: [0.44819981478608567, -0.6744660311940739] Predicted: 1.30830140646495 Movie Vector: [0.014760176633690378, -1.9394250388412202] User Vector: [1.0865382384552194, -0.041140233830365316] Predicted: 0.09582589591325097 Movie Vector: [2.5686674308256454, 1.132595118369991] User Vector: [1.725105220884339, 1.0903177393345733] Predicted: 5.666110144675424 Movie Vector: [1.928542725723779, -0.34662366416274293] User Vector: [0.6355241736115663, -0.6001418175445917] Predicted: 1.433658877854797 Movie Vector: [0.054488209425730405, 0.6017693547643541] User Vector: [2.0301368536062387, 0.4269671723714068] Predicted: 0.3675542818656924 Movie Vector: [1.4558627332236478, 0.33758134934641293] User Vector: [0.10546542540785891, -0.004283520894868241] Predicted: 0.15209714573123703 Movie Vector: [0.3582877770915429, 0.21670905150776834] User Vector: [1.2410927363811708, 0.29096773031562984] Predicted: 0.5077236985385382 Movie Vector: [0.7983850662457401, -0.018039484279766652] User Vector: [1.3943144190383465, 0.18387562839136354] Predicted: 1.1098827883035227 Movie Vector: [1.89915307860481, 0.3529172747237063] User Vector: [1.56027683222857, -0.6542479522681512] Predicted: 2.732309145094608 Movie Vector: [1.6627786873110573, -0.367646028367347] User Vector: [1.4451095788464952, -0.9378902616726924] Predicted: 2.747709038283387 Movie Vector: [2.1653943897600754, 0.30627749134801036] User Vector: [1.50752874439535, 0.5634306995670177] Predicted: 3.436960426727582 Movie Vector: [0.6418381944020042, -1.2178768001694273] User Vector: [1.6558553268625533, -0.4790768198291186] Predicted: 1.6462477375532338 Movie Vector: [2.164292008768801, 0.18858752153237407] User Vector: [1.8335243142608253, 0.21967652889933867] Predicted: 4.009710273361961 Movie Vector: [-0.5735269480027322, -0.4504770846898973] User Vector: [0.20378029934352293, 0.23189480559030218] Predicted: -0.2213367891226237 Movie Vector: [-0.15020618551882997, -0.17340732676645831] User Vector: [1.773739214538264, -0.04589528431578618] Predicted: -0.25846802295657123 Movie Vector: [1.2214028477450831, -0.8466464003351608] User Vector: [2.190826788511119, -0.30686121790528725] Predicted: 2.9356850239456707 Movie Vector: [1.9024898090979447, -0.9402687460295557] User Vector: [1.6487362063853754, -0.623933595530342] Predicted: 3.7233690900140095 Movie Vector: [0.35636753018991596, 0.5267644682071748] User Vector: [0.650859822541245, -0.2574191578383946] Predicted: 0.09634604167378974 Movie Vector: [0.6437932037112647, -0.5992080183954623] User Vector: [2.159103931958883, 0.5455332358143029] Predicted: 1.0631285483002448 Movie Vector: [0.6772204720136201, -0.07149009844047946] User Vector: [1.9585086268876664, 0.03712340471623446] Predicted: 1.323688180886003 Movie Vector: [1.8203857200722648, -0.347139839320582] User Vector: [0.2669575725951535, 0.8608378174520607] Predicted: 0.18713465138598356 Movie Vector: [1.4433708391185984, 1.2106248112387237] User Vector: [2.0095293676221853, 0.03133464480956894] Predicted: 2.9384305880361166 Movie Vector: [1.7921595335642635, 0.434384884854016] User Vector: [1.6992165762527354, -0.9280214954953038] Predicted: 2.6421486762589876 Movie Vector: [0.4632401529159831, 0.26581014379561435] User Vector: [1.3699488004515135, 0.34403021842928994] Predicted: 0.726062013638953 Movie Vector: [1.16660263717816, 0.314051803505251] User Vector: [1.369720294226354, -0.059575857808498986] Predicted: 1.5792094018507783 Movie Vector: [0.6034231906682233, 0.30101379599202466] User Vector: [1.254770804912781, 0.21244814134920773] Predicted: 0.8211076241367803 Movie Vector: [1.8338629982470378, -0.4480238268450567] User Vector: [1.4360000290141395, -0.1807530429499241] Predicted: 2.714408988707017 Movie Vector: [2.4393277419139885, 1.05084859328087] User Vector: [1.6120889741079145, -1.0742629562275372] Predicted: 2.8035256406096414 Movie Vector: [0.6973265868848872, -0.6214472805227044] User Vector: [1.7742123967962469, 0.21892779986738783] Predicted: 1.101153389208375 Movie Vector: [0.5765548028906442, -0.2005669983353057] User Vector: [0.8582426062393183, -0.6401717728908191] Predicted: 0.6232212275803655 Movie Vector: [-1.6808535473795456, 1.3804858800224598] User Vector: [0.8350519531991188, -0.6422097027130929] Predicted: -2.2901614643898034 Movie Vector: [0.6443800898289164, -0.9860499811968152] User Vector: [0.4619408337602702, 0.12899182168920678] Predicted: 0.17047309260290214 Movie Vector: [1.8197014181795659, -0.21196399847174052] User Vector: [1.3579588876795856, 0.050487241188084814] Predicted: 2.4603782362260542 Movie Vector: [-0.9838686252220457, 0.39789482296670436] User Vector: [0.0010733566469296012, -1.0129704452143116] Predicted: -0.40411173789763977 Movie Vector: [-0.8069545268248599, -1.4873991960097066] User Vector: [1.2912451566376852, -0.3301389061997219] Predicted: -0.5509277807364651 Movie Vector: [-0.6395518112877369, 1.4678059593659085] User Vector: [0.5171086288644833, 0.819193770040449] Predicted: 0.8716997373179982 Movie Vector: [0.44320432572400537, -0.10810073434299321] User Vector: [1.4677399201656973, -0.913597624690119] Predicted: 0.7492692557782595 Movie Vector: [0.8429466010982932, -0.11391506963106052] User Vector: [0.8102325840780216, -0.012496379077949479] Predicted: 0.684406328740456 Movie Vector: [1.704615930932353, -0.6051755340704179] User Vector: [1.523589428361764, -0.002917230690160269] Predicted: 2.5989002484265042 Movie Vector: [1.5368481941680512, 0.4109819001435755] User Vector: [0.9607634413580337, -0.8381590139697169] Predicted: 1.1320793756900365 Movie Vector: [0.930414469080784, -1.0487978496282944] User Vector: [1.1715690225437787, -0.3031943426186543] Predicted: 1.4080343446594719 Movie Vector: [2.3049994919525756, -0.25668533146713457] User Vector: [1.1030979780490084, -0.002181681933300317] Predicted: 2.543200284727083 Movie Vector: [2.005617954893794, -0.3688499352061998] User Vector: [1.1284282673359303, 1.0547326727398767] Predicted: 1.8741579157786705 Movie Vector: [1.1775850703329027, -1.1848069475394605] User Vector: [1.428121782008129, -0.8097684795304553] Predicted: 2.6411542095561416 Movie Vector: [1.6049844494991807, -0.9522733826637244] User Vector: [1.085519669540918, 0.07106521527558657] Predicted: 1.6745686762984542 Movie Vector: [1.0458511068999865, -0.42326243923389567] User Vector: [2.111383283201033, 0.3851439800425826] Predicted: 2.0451755633768536 Movie Vector: [2.181455442322356, -1.3304915726263884] User Vector: [1.5672015226790117, 0.6841843772704193] Predicted: 2.5084787427830872 Movie Vector: [1.7633660246071892, 0.6915336362376918] User Vector: [0.4154627112815388, 0.8325185170898133] Predicted: 1.3083273869233811 Movie Vector: [1.2272096623642874, -1.892446091831409] User Vector: [2.079874062555641, -0.17953110358492852] Predicted: 2.8921944814106246 Movie Vector: [1.3746625743798593, -0.1462786602971784] User Vector: [1.6600484424254796, 0.5072312049761235] Predicted: 2.2078093643350543 Movie Vector: [2.052496404015103, -0.4904238633965611] User Vector: [0.2834547568510497, -0.11826903709314357] Predicted: 0.6397918272291655 Movie Vector: [2.217497583493881, -0.7748368033632076] User Vector: [1.046324477128252, -0.13499140689746625] Predicted: 2.424818309784332 Movie Vector: [1.5815621814244512, -1.0225367625474877] User Vector: [2.033408160764951, 1.4087964376242736] Predicted: 1.775415298048938 Movie Vector: [2.193426824510842, -0.09861709276576013] User Vector: [1.3595146299352072, -0.8173229802591361] Predicted: 3.0625978737786164 Movie Vector: [2.3435399601202187, -0.2789283105850011] User Vector: [0.9129685470728972, -0.0313077039283305] Predicted: 2.148310877363256 Movie Vector: [1.7340954145867513, -0.38711070873048714] User Vector: [0.6033060165354172, 0.4216391188756816] Predicted: 0.8829691787302023 Movie Vector: [1.1797357487390605, 0.7784308791127206] User Vector: [0.8058051618105166, 0.5841391108031413] Predicted: 1.4053490774529418 Movie Vector: [0.489517673188696, -1.015620113788017] User Vector: [1.9588178818066802, 0.9159244044394206] Predicted: 0.028644723844430175 Movie Vector: [0.6579095534591942, -0.24174442923225886] User Vector: [2.040069018790487, 0.028513563922969935] Predicted: 1.3352879019424497 Movie Vector: [1.4741246652390585, 0.33683963359391716] User Vector: [1.1125466408810616, 0.2916280443565607] Predicted: 1.7382643281584085 Movie Vector: [0.9251492430151006, 0.2816000289740775] User Vector: [2.229280575092482, -0.3463518140657311] Predicted: 1.9648845556389436 Movie Vector: [2.001936457662331, -0.4159312523095071] User Vector: [1.2867961671217816, -1.0286923263103012] Predicted: 3.0039494480646676 Movie Vector: [0.37142431407874715, -0.23941026934817536] User Vector: [1.3832168210687774, -1.2935717954337245] Predicted: 0.8234547309536466 Movie Vector: [1.3158139076442403, 0.307561873064574] User Vector: [1.2794617067039284, 0.39554952393017867] Predicted: 1.8051894604490313 Movie Vector: [1.05048683015285, -0.7238409511217094] User Vector: [0.8587031881387354, 1.1562660445220676] Predicted: 0.06510367673341622 Movie Vector: [-0.37941203203774176, -1.2583829114138798] User Vector: [0.7246708210968283, 0.262069186819072] Predicted: -0.6047322150920582 Movie Vector: [-1.2851721601576713, 0.029786156144086723] User Vector: [1.9048832902592887, -0.3652498943056147] Predicted: -2.4589823633741807 Movie Vector: [0.43290765105013496, 0.439835643520599] User Vector: [-1.6894838515290753, -0.6774323859132628] Predicted: -1.0293493950524417 Movie Vector: [1.9230139219674103, -0.9480357153531632] User Vector: [1.6686478820000854, 0.31905994809434257] Predicted: 2.906352881815433 Movie Vector: [1.1585269825756024, -0.04599047850733965] User Vector: [1.8905968670207862, -0.7306304657643925] Predicted: 2.2239095283490236 Movie Vector: [-0.36384646235968787, 0.20038702182558077] User Vector: [1.081683024176618, -0.0015161420613078597] Predicted: -0.3938703569335212 Movie Vector: [-0.48460543063913386, -0.8260451330005656] User Vector: [1.4469789791856216, -1.181429525463622] Predicted: 0.2747002381583703 Movie Vector: [0.6699889787597577, 0.31228420322665484] User Vector: [1.4412156701469168, -0.904142731416921] Predicted: 0.683249122530588 Movie Vector: [-0.7269814153847372, 0.5392953611906152] User Vector: [1.6791742442151623, -0.154760586945184] Predicted: -1.3041901353718095 Movie Vector: [-0.10196324303172383, -0.12258586597645083] User Vector: [0.7232868461658656, -1.0368262657549248] Predicted: 0.053351573177437994 Movie Vector: [0.7394874980487426, 1.0512768540040551] User Vector: [0.5815597536413761, 0.5826239589902412] Predicted: 1.0425552498607529 Movie Vector: [1.891249655578073, 0.35755711644002025] User Vector: [1.0130021255810395, -0.07614150357618825] Predicted: 1.8886149846448874 Movie Vector: [1.0269416355419299, -0.44192521864490786] User Vector: [2.0119060662751083, -0.06771682844779814] Predicted: 2.096035880475023 Movie Vector: [1.6470102278056478, 0.9684138080375436] User Vector: [-0.3484936205707172, 0.8464042324457072] Predicted: 0.24569698847684962 Movie Vector:
avg loss: 13.463895029993324: 43%|███████████████████▍ | 30244/70000 [00:48<01:06, 599.74it/s]
[2.3959864109625637, 0.356298829826334] User Vector: [1.3754606280665238, -0.45885399263660037] Predicted: 3.1320958330238624 Movie Vector: [0.8076465986190902, -0.3213182613447333] User Vector: [1.5917941949846555, -0.25137133013939766] Predicted: 1.3663773660332739 Movie Vector: [0.7069732070591431, -0.43153490402534306] User Vector: [2.642075120453144, 0.49453160024277093] Predicted: 1.6544686745496677 Movie Vector: [2.410061430096938, -0.27058134242849663] User Vector: [1.1679803672531877, 1.1269180394559057] Predicted: 2.5099814383044956 Movie Vector: [0.8129677569794987, -0.8320731615365049] User Vector: [2.04921934584009, -0.0005088116883889158] Predicted: 1.666372623696798 Movie Vector: [1.7932887444256755, -0.5411786998903294] User Vector: [0.998712668951992, -0.9554353028689245] Predicted: 2.3080414231828605 Movie Vector: [0.4277018346288328, -0.36374044294571506] User Vector: [2.0400387074142285, -0.5198744160358115] Predicted: 1.0616276482399094 Movie Vector: [0.7893362572527445, -0.2900761737726905] User Vector: [0.02025314790351207, 0.5641922989282865] Predicted: -0.1476721993813909 Movie Vector: [1.6232849767180282, 0.3305241280394562] User Vector: [0.4703479506538151, 0.8540426865641237] Predicted: 1.045790476411532 Movie Vector: [1.1758681159172573, 0.07961540969290523] User Vector: [1.1962446462503764, 0.31075316051935803] Predicted: 1.4313666785506498 Movie Vector: [0.023243517878827114, -0.3477793802333697] User Vector: [1.5345483232819723, -0.5022824640993215] Predicted: 0.21035178545468047 Movie Vector: [2.448999438644747, 0.8555795035649667] User Vector: [1.931057345875523, -0.7322366405114222] Predicted: 4.102671694659129 Movie Vector: [1.493209159503509, -0.4558666924691849] User Vector: [1.9449003831148026, -0.47864910554546075] Predicted: 3.12234325098725 Movie Vector: [1.2372996479504355, -1.8933170417990293] User Vector: [1.3841530400468338, -0.16531078212060346] Predicted: 2.0255977901415374 Movie Vector: [1.6807698221384078, -0.011112353866714213] User Vector: [2.1189602983843527, -0.0004745048116248582] Predicted: 3.561489796699194 Movie Vector: [1.612098194813377, -1.1821807625378078] User Vector: [1.672419143306218, -0.6356384284783914] Predicted: 3.4475434039722073 Movie Vector: [0.8850236857869261, 0.1488223178263645] User Vector: [1.9463063723778182, -0.09595294637086257] Predicted: 1.7082472994712177 Movie Vector: [-0.2617293092675532, -0.4324107041669454] User Vector: [0.5911078360616737, 0.36861343690827386] Predicted: -0.31410264145396455 Movie Vector: [1.8692389898396276, -0.6054907393552621] User Vector: [1.0994733282184102, -0.059759730784141554] Predicted: 2.0913623769707557 Movie Vector: [1.70407524701408, 0.26509493599726075] User Vector: [1.176072679715916, -0.08230540189675864] Predicted: 1.9822975969453607 Movie Vector: [2.034690669861454, -1.0255820455911036] User Vector: [1.3388957705231967, -0.04251363903829694] Predicted: 2.7678399570909296 Movie Vector: [-0.6971432848067822, -1.0265329724548224] User Vector: [2.215848030274015, -0.7522754242261631] Predicted: -0.7725280471222694 Movie Vector: [2.226573973967795, -0.8649885851983145] User Vector: [1.4513811635001683, -0.7424786445281644] Predicted: 3.873843077226951 Movie Vector: [0.0723888762592606, -0.24572891189280915] User Vector: [1.1259875268113615, -0.6347459906971765] Predicted: 0.23748441337015885 Movie Vector: [0.7528486545201593, 0.16763329773970304] User Vector: [1.421123401797911, -0.12253136099104803] Predicted: 1.0493505048312057 Movie Vector: [2.673833049926207, 0.1387840577578666] User Vector: [2.11165207150927, -0.7348315230513108] Predicted: 5.5442221982091695 Movie Vector: [0.55383380185474, 0.34105375028930907] User Vector: [1.952590582863696, 0.030509995122969952] Predicted: 1.091816214231161 Movie Vector: [0.708093302232085, -0.153652930226921] User Vector: [1.4121421957725824, -0.5757419066341963] Predicted: 1.0883928616346539 Movie Vector: [0.014179102457633763, 0.5540390208393954] User Vector: [1.9028013843575025, 0.17862031967919595] Predicted: 0.1259426428024139 Movie Vector: [0.6681975099693013, -1.2255031530699432] User Vector: [1.6229770434103716, -2.215288908687354] Predicted: 3.7993127617013744 Movie Vector: [1.2104634761460218, -0.18434882618259407] User Vector: [0.9199080509884364, -0.6616234251749266] Predicted: 1.2354845989400796 Movie Vector: [1.5393405601825911, -0.28021234969780234] User Vector: [0.969512823277975, -1.1298647756885145] Predicted: 1.8090124761253827 Movie Vector: [1.589604043200834, 0.2841881362412122] User Vector: [0.022593560434456372, 0.44348181157914573] Predicted: 0.1619470845064681 Movie Vector: [-0.12691594796434982, 1.724029640945612] User Vector: [1.6189996626416603, 0.1976629791459428] Predicted: 0.13529995802709088 Movie Vector: [1.7340460726651488, 0.07195283820413083] User Vector: [1.7999121897651382, -0.739680962413635] Predicted: 3.067908519193142 Movie Vector: [0.8672655086990226, 0.08305185234924814] User Vector: [1.4976019885994976, -0.3755509752456994] Predicted: 1.2676283463256892 Movie Vector: [1.3166171583786879, -0.34628537006881344] User Vector: [-2.020457860128679, -0.9519577767344845] Predicted: -2.33052043542012 Movie Vector: [1.5299465483060848, -0.8924982276571629] User Vector: [1.4719946678801574, 0.3281794506796941] Predicted: 1.95917358316308 Movie Vector: [-0.5867638277197827, -0.05885151926980969] User Vector: [0.17005269830754383, -0.26570760444353336] Predicted: -0.08414347596996825 Movie Vector: [0.583243385841098, -0.4593314581992934] User Vector: [2.007426202998587, -0.775243962576293] Predicted: 1.5269119952534023 Movie Vector: [1.677744497647615, 0.21666260828732897] User Vector: [0.3473403498815203, 0.5011379960773021] Predicted: 0.6913262261667117 Movie Vector: [1.776297412668849, 0.7174459978544501] User Vector: [1.4173508725750643, 0.37122982867045223] Predicted: 2.783974042662831 Movie Vector: [1.1935440252472969, 0.6511172804637806] User Vector: [1.5021364728088051, -1.0987819321697017] Predicted: 1.0774301087299234 Movie Vector: [-0.0665847801404631, -0.5130924213464092] User Vector: [1.5658628247817687, -0.6689751946239783] Predicted: 0.2389834705120838 Movie Vector: [2.2445797841509703, -0.778330809714482] User Vector: [0.06378841237354935, -1.0501249613317591] Predicted: 0.9605227923314916 Movie Vector: [2.569632178848223, -0.14036079325590903] User Vector: [1.6745638190335996, -0.47260443379950495] Predicted: 4.369348208148068 Movie Vector: [2.387810243177045, 0.35902640134404856] User Vector: [0.15820573651213632, 1.332591674051756] Predicted: 0.8562008713688911 Movie Vector: [2.527082412280152, 0.21192617452188733] User Vector: [1.6122597196780168, 0.39414115323056753] Predicted: 4.157842008451843 Movie Vector: [-0.27490208880745826, -0.8318234698830569] User Vector: [0.5861893725999201, -0.4378187377068064] Predicted: 0.20304321861464417 Movie Vector: [2.555283793053778, 0.9729394595084558] User Vector: [1.0817319722330698, -0.08974098754015122] Predicted: 2.6768196291621926 Movie Vector: [1.4924833493938536, -0.21253629929730536] User Vector: [-0.09902465133872798, 0.2804595943951472] Predicted: -0.20740048759775118 Movie Vector: [0.1765077427219376, 0.7195076171158403] User Vector: [1.1455658252664958, -0.616329026739012] Predicted: -0.2412521914311288 Movie Vector: [0.850438125110731, -0.22209962319324972] User Vector: [0.5763305438247754, -0.4676504686925524] Predicted: 0.5939984600171525 Movie Vector: [2.5261247824299096, 0.9930088295742588] User Vector: [0.014145040145228327, -0.59572217361112] Predicted: -0.5558252419096844 Movie Vector: [1.2322207154594502, 0.9405023744260739] User Vector: [2.2731578307608973, 0.4393780134580224] Predicted: 3.2142682335003263 Movie Vector: [-0.45972856326722095, -0.9847053005325219] User Vector: [-1.020727515582314, 0.8173285901728295] Predicted: -0.33557020079398153 Movie Vector: [2.142616254017216, -0.9038663742753057] User Vector: [2.1402323774837853, 0.054247108738026344] Predicted: 4.536664541880709 Movie Vector: [-0.15953214684861153, 0.06385810003482516] User Vector: [-0.1524114879401116, 0.8423370282099122] Predicted: 0.07810457408594318 Movie Vector: [0.7527017703248484, 0.09909502234643237] User Vector: [0.04922822995453033, 0.25934772151359803] Predicted: 0.06275424409562003 Movie Vector: [1.5850892835128279, 0.7809746094822054] User Vector: [1.6970012037038067, -0.3675816740694551] Predicted: 2.402826467740065 Movie Vector: [0.5151873953220398, 0.575943106671351] User Vector: [1.1286007788309451, 0.5421372635209829] Predicted: 0.8936811153989199 Movie Vector: [0.6070572693159455, -0.5705755160799331] User Vector: [2.1288698113244764, -0.8803495398103686] Predicted: 1.7946517873998213 Movie Vector: [1.640370405228531, -0.05025722601744978] User Vector: [0.5402971163611054, 0.2846675496614924] Predicted: 0.8719807983259021 Movie Vector: [2.095357418591278, -0.5083072497227364] User Vector: [0.7647494197034062, -0.8602789977695762] Predicted: 2.0397094212893925 Movie Vector: [2.0008937229899835, -0.12303446987321273] User Vector: [1.9242656328871839, -0.12402936590218137] Predicted: 3.8655109134917995 Movie Vector: [-0.5256466971789981, -0.3959910451063185] User Vector: [-0.3581660846206231, 0.08881900827566148] Predicted: 0.15309728750997814 Movie Vector: [1.4043944912507866, -0.39702227430056725] User Vector: [0.8587872367364516, 0.215939007103903] Predicted: 1.12034346871856 Movie Vector: [1.7734254839829604, -0.6645546855399801] User Vector: [2.227761502618931, -0.0011938403605229486] Predicted: 3.951562393185957 Movie Vector: [1.247167733799449, -0.20026805955020494] User Vector: [1.666072653965304, -0.49846402013397995] Predicted: 2.1776984782589683 Movie Vector: [1.0217988220743288, -0.46884280194928296] User Vector: [1.0134918919887743, -0.9640292474317655] Predicted: 1.48756299494298 Movie Vector: [1.5192825329573072, -0.9394112127901066] User Vector: [-0.2848184287625127, -0.15388516955923437] Predicted: -0.28815821011717907 Movie Vector: [2.474069591048693, -0.4652117658811726] User Vector: [1.584356432250607, -0.5126081828968411] Predicted: 4.158279428384204 Movie Vector: [1.6038166615170937, 1.0733202257251455] User Vector: [0.2676662247587588, 0.44933392820955065] Predicted: 0.9115667442453177 Movie Vector: [1.2245543222158632, -0.07150706893233436] User Vector: [1.7394496000357649, -0.9679700654662394] Predicted: 2.199267228196181 Movie Vector: [1.051107188398868, -0.04441560922110438] User Vector: [1.615451950149795, 0.6547559571981969] Predicted: 1.668931772585314 Movie Vector: [0.05168502265648122, 1.7571336263490374] User Vector: [0.6134205826673931, 0.6279182367066501] Predicted: 1.1350409050281653
avg loss: 13.443495309073443: 43%|███████████████████▌ | 30403/70000 [00:49<01:05, 606.24it/s]
Movie Vector: [1.4665931204825402, 0.0564807208467728] User Vector: [2.078480092603988, 0.08916694691347002] Predicted: 3.0533208183103007 Movie Vector: [0.5776532792209584, 0.48859556546351224] User Vector: [2.039043499442017, 0.5253324255922269] Predicted: 1.4345352574654124 Movie Vector: [1.9142709354989318, -0.6569183515071642] User Vector: [1.3513364752242323, -0.5728314539848012] Predicted: 2.9631276330444676 Movie Vector: [1.624464349793995, -1.2436568318973893] User Vector: [0.11989219834316464, -0.19572645233284214] Predicted: 0.4381771416536795 Movie Vector: [1.3738621261361996, 0.96221675182055] User Vector: [2.0268908993341315, -0.30603398312972285] Predicted: 2.490197615211517 Movie Vector: [-0.19526436813789988, 0.5799331708118469] User Vector: [1.6264713788453498, -0.5279102135606115] Predicted: -0.6237445501387807 Movie Vector: [0.5364219493234894, -0.5053963928699508] User Vector: [1.2382224771441612, -0.3783285996388003] Predicted: 0.8554156244628202 Movie Vector: [1.8659602160179238, 0.9228037877128663] User Vector: [2.6477185020639857, 1.1399371448849471] Predicted: 5.992475703120388 Movie Vector: [0.14010374228578582, -1.3209605084656826] User Vector: [1.925847415759208, -0.7444756270749366] Predicted: 1.2532413329004908 Movie Vector: [1.2603816661031693, -0.4968389403790096] User Vector: [1.7124967859588298, -0.6650280886766443] Predicted: 2.4888114031834943 Movie Vector: [1.4280967082927978, -0.48699332929485933] User Vector: [1.3323174396935835, 0.03550957121529855] Predicted: 1.8853852257195236 Movie Vector: [1.3088183673403544, -0.21871300705322452] User Vector: [1.5195727285429357, -1.156480909394422] Predicted: 2.2417821149197943 Movie Vector: [1.3828071027083582, -1.2759412688541045] User Vector: [1.0830348939858674, -0.46555730691415875] Predicted: 2.0916521247930024 Movie Vector: [1.482646931529635, -0.18467740025343615] User Vector: [2.0599141586588456, -0.0006566308684431976] Predicted: 3.0542466714316974 Movie Vector: [1.6045878672827372, -0.2948503453283862] User Vector: [1.3202914847381717, 1.0194474205638124] Predicted: 1.817939273690209 Movie Vector: [0.4078406930892996, 0.1728738178419384] User Vector: [1.9494694867408136, -0.9671950376044853] Predicted: 0.6278702878803499 Movie Vector: [1.818511767177137, -0.1450368190172077] User Vector: [0.4042622150295012, -0.32876385443567796] Predicted: 0.782838458711429 Movie Vector: [2.0383596744563337, 0.09837738676312155] User Vector: [2.2316270245027536, -0.002642365095930644] Predicted: 4.548598586200377 Movie Vector: [0.290933867636162, -0.35409018956263993] User Vector: [-1.7550080850551484, -0.18909717168968487] Predicted: -0.44363383654846916 Movie Vector: [1.4776184746352328, -0.1846757973516824] User Vector: [1.3433348339354243, 0.1770024628585029] Predicted: 1.9522482972824298 Movie Vector: [0.9257357620170892, -1.5342783447083606] User Vector: [2.0404257426553287, 0.04776793291000358] Predicted: 1.8156057746810155 Movie Vector: [1.146902275208356, -0.801458319720197] User Vector: [1.792859619311033, -0.509660777435805] Predicted: 2.464706646828 Movie Vector: [1.638694275772625, -0.012605338011403884] User Vector: [1.3255869150512078, 0.4573494388899586] Predicted: 2.1664666454669734 Movie Vector: [0.5807166296072857, -0.37989121739847803] User Vector: [1.5325731269078364, -0.9294109118171962] Predicted: 1.2430657436382817 Movie Vector: [1.50854312167679, -0.10537118459179191] User Vector: [1.5642173897684242, -0.786313724278498] Predicted: 2.442544192730388 Movie Vector: [2.2161195211456315, -1.3153584701886027] User Vector: [0.9048996927460028, -0.07222985341639679] Predicted: 2.1003740232648394 Movie Vector: [-0.22161344376000616, 0.34665881350860767] User Vector: [2.146105141085811, -0.12546690247841008] Predicted: -0.5190999585348463 Movie Vector: [0.9908947810211299, 1.4087439754328144] User Vector: [1.6076999559488523, -0.4717540319720846] Predicted: 0.9284808453708047 Movie Vector: [1.1176657902475664, -0.6158488627087338] User Vector: [1.7122223106069359, -0.5058746529895715] Predicted: 2.2252346315808182 Movie Vector: [0.2053389249650358, -0.024413394437526714] User Vector: [1.0919851499479925, 0.9955224423476536] Predicted: 0.19992297471166098 Movie Vector: [1.3021594662939782, 0.43476044122126156] User Vector: [1.9003996111964991, -0.819445520674758] Predicted: 2.118360847335573 Movie Vector: [2.2459994219067108, 0.19837697497123744] User Vector: [2.748509165924314, 0.42956449096788146] Predicted: 6.258365702044573 Movie Vector: [-0.40401588009144623, 0.20829732669730777] User Vector: [1.8898646210892582, -1.2476912768893982] Predicted: -1.0234260756626763 Movie Vector: [1.9448421979825063, -0.11225654052350689] User Vector: [1.934582013517632, -0.2828537556073233] Predicted: 3.7942089194256137 Movie Vector: [0.9246641947685601, -0.3397973265948052] User Vector: [1.5459884739270655, 0.15167439394618373] Predicted: 1.3779816337894444 Movie Vector: [0.9733183288448147, -0.15744806153515986] User Vector: [1.5594787166163078, 0.7994210408055487] Predicted: 1.3920019251007876 Movie Vector: [1.0143438631845596, -1.0705182237437045] User Vector: [1.194065990643872, -0.24386199491588403] Predicted: 1.4722522194829517 Movie Vector: [1.6414709931097275, -0.5889577298522394] User Vector: [0.7749164043663748, 1.7737959136056707] Predicted: 0.22731198535391783 Movie Vector: [0.04686316562804461, -0.048724300757358056] User Vector: [1.5162213641468552, -0.46395530776624005] Predicted: 0.09366083087036871 Movie Vector: [2.113983085516125, 0.08994108024957763] User Vector: [1.3914319015377912, 0.11102169256728861] Predicted: 2.9514489154590673 Movie Vector: [0.11707862289184842, 0.06879759360302018] User Vector: [1.430282032769297, -0.5063395894444239] Predicted: 0.13262050544386536 Movie Vector: [2.271429108600178, 0.34590739295790185] User Vector: [0.4959079502531152, 0.2855292784612157] Predicted: 1.2251864417168448 Movie Vector: [0.8563702606151328, 1.3472959771474133] User Vector: [1.6994393064542228, 0.6740411126118214] Predicted: 2.363482161221677 Movie Vector: [2.5296612141288106, 0.8440710565551304] User Vector: [2.209047202370742, -0.6934554932384279] Predicted: 5.002815317165305 Movie Vector: [0.42174507581669973, -0.2599520304558294] User Vector: [0.37423134662084057, -0.11277167065324202] Predicted: 0.18714545241779837 Movie Vector: [-0.43761375087276927, 0.02252686677257215] User Vector: [-0.8945854193382485, -0.1703943946528225] Predicted: 0.3876444290055629 Movie Vector: [1.4473309546419117, -1.1521239654513973] User Vector: [1.3001373943705476, 0.4500921906743007] Predicted: 1.3631670966215907 Movie Vector: [0.10304352678854639, -1.408806941597239] User Vector: [2.2596475826890803, 0.2551341497650765] Predicted: -0.12659270500805303 Movie Vector: [1.4169717778976771, -0.6613346043649039] User Vector: [1.348869303980483, 0.011973135905310336] Predicted: 1.9033914867158819 Movie Vector: [2.333351453281202, 0.3815604660501463] User Vector: [1.412892469188951, -0.8520928242994655] Predicted: 2.971649761154415 Movie Vector: [0.44121150232499884, 0.19062290372770915] User Vector: [2.203383771738719, 0.34791081087322134] Predicted: 1.0384780331342778 Movie Vector: [0.8373458465381669, -0.40433766471342497] User Vector: [1.7381957654852167, -0.08692884403943729] Predicted: 1.4906196104944194 Movie Vector: [2.3001257064864102, -0.9026152211479088] User Vector: [1.2917819008953146, 0.36915436017920017] Predicted: 2.63805641297233 Movie Vector: [2.1135666683815395, -0.2679511555570845] User Vector: [1.5585577326899356, 0.417361928524484] Predicted: 3.1822830635280845 Movie Vector: [0.4316191697839084, -1.1396564622624814] User Vector: [-0.3033898120798777, -0.22076267268113106] Predicted: 0.12064474773657519 Movie Vector: [1.7534655676476532, -0.0394401065809617] User Vector: [1.0317986876163756, -0.874859002323441] Predicted: 1.843728003774302 Movie Vector: [0.8127543053795614, -0.7059496985967427] User Vector: [-0.25445840611398973, -0.1942347390659602] Predicted: -0.06969220960853448 Movie Vector: [-0.9837042030538113, 0.24272291674531973] User Vector: [-0.211896548166007, 0.16272898452184442] Predicted: 0.24794157880564155 Movie Vector: [-0.4354041484833335, 1.283035388901719] User Vector: [0.40242239034608857, 0.02277053370558911] Predicted: -0.1460009776308161 Movie Vector: [0.9199855430358475, -1.5869777117055894] User Vector: [2.5466975673645615, -0.5233696732372359] Predicted: 3.1735009508700887 Movie Vector: [1.2365863236134886, -0.6653595385815586] User Vector: [0.4739507251053161, -0.12855299681110574] Predicted: 0.671614947373444 Movie Vector: [0.07988154401765646, 1.3195763880842108] User Vector: [1.0396083385483779, -0.5640191808937195] Predicted: -0.6612208742770745 Movie Vector: [1.0110579267797117, 0.10078187912771788] User Vector: [1.9949377725407302, -0.5452741835513647] Predicted: 1.9620438915014282 Movie Vector: [1.0649162837042279, -0.3431305312239271] User Vector: [1.4809150560523703, -0.885638708979087] Predicted: 1.8809402386573955 Movie Vector: [2.219062684541234, 0.04542447374953089] User Vector: [0.5176461085374078, 0.3309764639853368] Predicted: 1.1637235949533575 Movie Vector: [2.2571893907162646, 0.8435272762970869] User Vector: [1.534541779355506, -0.9029179696462234] Predicted: 2.702115488316733 Movie Vector: [1.2898542718162198, -0.4507743444494274] User Vector: [0.9435502720077563, 0.6750281487414436] Predicted: 0.9127569777887259 Movie Vector: [1.6018974725485648, -0.2740174361594703] User Vector: [1.9517519311628078, -0.800191606388771] Predicted: 3.345772937990461 Movie Vector: [0.15360222477815733, 0.6163333161763143] User Vector: [1.0270384004086388, -0.17414556384316957] Predicted: 0.05042367037451215 Movie Vector: [1.4771387704855412, -0.9621811580566728] User Vector: [2.3986506137703225, 0.13276287119508642] Predicted: 3.4153978852956657 Movie Vector: [0.9514751513410246, -0.38049016844113853] User Vector: [0.5191887113053739, -0.4612199516604867] Predicted: 0.6694848147595445 Movie Vector: [2.044827136093888, 0.0004366179783090243] User Vector: [1.8711019897382393, -0.20196736571320345] Predicted: 3.825991940433117 Movie Vector: [2.0649146247529897, -0.6966362127515503] User Vector: [2.2629028154582045, 1.26041989954808] Predicted: 3.7946469727364978 Movie Vector: [-0.9609678007128755, -0.6343753690294867] User Vector: [0.5918681073052542, -0.47170824419962554] Predicted: -0.26952610190083365 Movie Vector: [1.4090201719830593, 0.0850183030896877] User Vector: [1.8707409774719996, -0.053626808199891546] Predicted: 2.6313525135800826 Movie Vector: [-1.254259094540011, 2.5958471989369403] User Vector: [2.1943617407818627, -0.30931155983866904] Predicted: -3.555223716292326 Movie Vector: [1.231583370568541, -0.38938244036264646] User Vector: [0.26876311742825354, -0.132411543368503] Predicted: 0.3825629159358092 Movie Vector: [0.9228836260300276, -0.531796637330074] User Vector: [-1.182544346773933, 1.1587557681928582] Predicted: -1.7075732357038262 Movie Vector: [2.4358163727811877, -0.2457318583705661] User Vector: [0.5230477120284067, 0.4438572256227586] Predicted: 1.1649783198010486 Movie Vector: [0.2602733167675632, 0.5771404478157494] User Vector: [0.8008704895441772, 0.3367741003251723] Predicted: 0.40281117368934105 Movie Vector: [2.0488386276393626, -1.0881468373999197] User Vector: [-1.3370430711450518, -0.6759168579129059] Predicted: -2.0038886996963274 Movie Vector: [1.1961217117238878, -0.5543704316948316] User Vector: [-0.11473254842576952, -1.7219524551515168] Predicted: 0.8173654337068462 Movie Vector: [1.2131084354528336, 1.343538905886403] User Vector: [2.0242717732517086, 0.780124836174102] Predicted: 3.5037892326288755 Movie Vector: [0.06497231510578533, 0.9945438617349445] User Vector: [1.7480888396878527, -0.6276031901063666] Predicted: -0.5106015214004506 Movie Vector: [1.051730823795662, -0.7095311482404985] User Vector: [1.5877298667297675, 1.0115020078038077] Predicted: 0.9521722596560696 Movie Vector: [-0.17434590857824664, -0.20317146256196833] User Vector: [0.9581930176307856, 0.9979924282811576] Predicted: -0.36982061353182427 Movie Vector: [0.7289811572974518, -0.9030960819051426] User Vector: [1.9991070530995882, -0.09561032001008896] Predicted: 1.5436566785208443 Movie Vector: [1.3290811970878091, -0.26085359285334014] User Vector: [1.399118595358835, -1.1079987106219193] Predicted: 2.1485676621299303 Movie Vector: [-0.1331153325066805, -0.9031348513984797] User Vector: [1.13462041482808, -0.7968803145682516] Predicted: 0.568655010691264 Movie Vector: [0.711291252693744, 0.2885790105723641] User Vector: [1.179253448544575, -0.4790064301360344] Predicted: 0.7005614609922313 Movie Vector: [0.25048902839367326, 1.4060740161912877] User Vector: [0.4937257394990693, -0.5364961598283182] Predicted: -0.6306804293409367 Movie Vector: [0.6652413345917986, 0.2381583863742186] User Vector: [1.443704691596447, -1.5543907514639712] Predicted: 0.590220842630393 Movie Vector: [0.2892547754081809, 0.32493364679938713] User Vector: [1.5598445152529121, -0.725097126055657] Predicted: 0.21558402147814434 Movie Vector: [0.3931781890039923, 1.2978197116862786] User Vector: [0.30580398668188447, 0.44815316263013394] Predicted: 0.7018574659897187 Movie Vector: [2.429974227439276, 0.8753644071227666] User Vector: [0.5941789290333117, 0.37255198403108813] Predicted: 1.7699582306622017 Movie Vector: [2.5236715395941083, -0.9487191426390873] User Vector: [-0.679907897328422, -0.46976753572094126] Predicted: -1.2701867563041636 Movie Vector: [1.4353711599714332, -0.44236971258516783] User Vector: [2.2730323542524316, -0.0006440189797453024] Predicted: 3.2629299814668795 Movie Vector: [-0.5632915062518269, 1.6420727000610154] User Vector: [0.48774902023164446, -0.795561573662062] Predicted: -1.5811148216071884 Movie Vector: [0.22485590918404003, -1.2619839015342238] User Vector: [1.260559222617268, 0.118015225903204] Predicted: 0.13451087485616434 Movie Vector: [0.5659434995596112, -0.18203687434492105] User Vector: [1.7625052408185387, 0.773260438144042] Predicted: 0.8567164707666735 Movie Vector: [-1.4360991985847655, -0.5498094896720146] User Vector: [1.5506346346132223, 0.33670164044878437] Predicted: -2.4119869131727056 Movie Vector: [-1.8679332733154297, -0.7749271392822266] User Vector: [0.5121067795355478, -0.4333175777099607] Predicted: -0.6207917420893752 Movie Vector: [0.970427055654644, -0.5943249436209501] User Vector: [1.6511667343534229, -0.2749924054391793] Predicted: 1.7657717182723156 Movie Vector: [-0.07304536438332085, -1.2213097216636115] User Vector: [0.30344937987514825, -0.22838470889703025] Predicted: 0.256762894730384 Movie Vector: [0.38633449587561913, 0.6715614332322535] User Vector: [1.5153067775531055, 0.5383806750953328] Predicted: 0.9469709777944579 Movie Vector: [-0.4702092888257201, -1.6017195702687483] User Vector: [2.498115391435293, -0.4395652798209093] Predicted: -0.47057675051156567 Movie Vector: [0.760579442798188, 1.3900191513428868] User Vector: [1.8281791494871495, 0.3538628353624604] Predicted: 1.8823515969545164 Movie Vector: [1.7027394468161758, -0.7531846819001418] User Vector: [1.1957482792742138, -0.427709879636405] Predicted: 2.3581922932222628 Movie Vector: [1.2042524463856779, -0.850923642897133] User Vector: [1.7746354258489347, 0.45157379612709553] Predicted: 1.7528542333839134 Movie Vector: [0.796452185388824, -0.4672406271014684] User Vector: [0.2375439040789423, 0.4233749802379673] Predicted: -0.008625629735992874 Movie Vector: [0.5819907397988335, -0.6647313240511186] User Vector: [1.8664318674706173, 0.4237727061740061] Predicted: 0.8045510712615704 Movie Vector: [0.5330966770954022, 0.0078022753277750545] User Vector: [1.2659829980786201, -0.37967148726756145] Predicted: 0.67192902805722 Movie Vector: [0.6145340772351615, 0.05261545039556266] User Vector: [1.6091042329792433, -0.669761342234843] Predicted: 0.9536095903098688 Movie Vector: [2.5136488898901286, 0.2754372999234867] User Vector: [-0.6104566867481611, 0.5288270771535932] Predicted: -1.388815070712906 Movie Vector: [1.5669455936271512, -0.2263907828728636] User Vector: [1.71764083801646, -0.707744982047183] Predicted: 2.851676683123942 Movie Vector: [-1.0582391299590803, 0.3964350527584867] User Vector: [1.2106503271553088, -0.4111529924494227] Predicted: -1.4441530071470066 Movie Vector: [1.7450904291734013, 0.3138284146219628] User Vector: [0.7261027809719562, -0.5808791656429321] Predicted: 1.0848186260297015 Movie Vector: [0.8406538671260619, -1.5937816207133066] User Vector: [1.420396035401143, -0.3913783546099637] Predicted: 1.8178330483328726 Movie Vector: [1.7915701990115855, -0.3469426732754085] User Vector: [0.4106363213606603, -1.407805158468852] Predicted: 1.2241114811115972 Movie Vector: [1.4492248884643015, -1.3295581803247085] User Vector: [1.3338329725740512, -0.5635095459997448] Predicted: 2.6822426674836604 Movie Vector: [0.7436458710218918, -0.3853049613580324] User Vector: [1.3142418613256943, -0.4450715146064825] Predicted: 1.14881879643599 Movie Vector: [2.3341937006398004, -1.324783250355391] User Vector: [1.5158273384801222, -0.6050213164788896] Predicted: 4.339756730917097 Movie Vector: [0.5263280915093769, 0.7213004350256934] User Vector: [1.3894578822376393, -0.3327232269539445] Predicted: 0.4913173070457645 Movie Vector: [0.7226943341049369, -0.049058539176453086] User Vector: [1.5523535208663268, -0.9423507822434901] Predicted: 1.1681074468265977 Movie Vector: [0.09963739785185038, -1.2839253958322963] User Vector: [1.2257394528003371, 0.3950707345426939] Predicted: -0.3851118597081078 Movie Vector: [-0.6399216551973584, -0.4289185295483005] User Vector: [1.9678624537351346, -0.13267332086121122] Predicted: -1.202371752900842 Movie Vector: [-0.5544787658989708, 1.4683536755916382] User Vector: [1.4694068877184532, 0.32959703268804086] Predicted: -0.3307899032939934 Movie Vector: [2.2485269267065187, -0.7180644168899264] User Vector: [-0.5427976393545147, -1.073078341910143] Predicted: -0.4499557339804444 Movie Vector: [2.460697571495095, -0.28294590332862296] User Vector: [1.8167158598768804, -1.2099781765817832] Predicted: 4.812746672676516 Movie Vector: [1.2146407896343507, -0.7041209446864727] User Vector: [2.077255398637327, -0.07734581487343714] Predicted: 2.577579945909291 Movie Vector: [1.1367333757031761, 1.1385533467306224] User Vector: [2.0106583517621104, -0.7826327186043365] Predicted: 1.3945133545564752 Movie Vector: [1.6676526464745538, -1.1187288096541066] User Vector: [1.0867054875004154, 0.851393061177283] Predicted: 0.8597693362898601 Movie Vector: [2.3656151711796602, 0.403676109465972] User Vector: [-0.5168625201866967, 0.13552597579000197] Predicted: -1.1679892205293156 Movie Vector: [0.7592085637525567, 0.13337458209080028] User Vector: [-0.4495125808777774, 1.712076076526107] Predicted: -0.1129263697025959
avg loss: 13.420978315919028: 44%|███████████████████▌ | 30465/70000 [00:49<01:04, 608.80it/s]
Movie Vector: [-0.09664086848097914, 0.2137301222282437] User Vector: [0.40275753139553816, 1.4834615817422128] Predicted: 0.27813758756534684 Movie Vector: [0.8212567652470008, -0.5080072118125579] User Vector: [1.8095374396201882, -0.7746906890614441] Predicted: 1.8796433212230692 Movie Vector: [1.6836009071445952, 0.08463425305385967] User Vector: [1.0585215987410201, -0.8401407183749555] Predicted: 1.7110232417127313 Movie Vector: [1.5888309478759766, -0.17823219299316406] User Vector: [1.353335956437556, -0.8170451853444947] Predicted: 2.295845805619779 Movie Vector: [1.2738209885308782, 0.8466345478360741] User Vector: [1.8014840648168566, -0.5550590785067825] Predicted: 1.8248360203137355 Movie Vector: [0.9941248117202013, -0.35322543053185995] User Vector: [1.4944099921182092, 0.14250576790771624] Predicted: 1.4352933908248258 Movie Vector: [1.0190938290828118, 0.5007100951984675] User Vector: [0.3092276883558507, -0.243053362596337] Predicted: 0.1934327566610707 Movie Vector: [0.7707760047053679, -0.4210377546591959] User Vector: [1.071638953646458, 0.1533185070503632] Predicted: 0.7614407112220727 Movie Vector: [2.6894218988291287, -0.0994609649452401] User Vector: [-0.22655324675082378, -0.6277459594437471] Predicted: -0.546861044195754 Movie Vector: [1.2659032400004648, 0.9738522642429035] User Vector: [0.6236810785725896, 0.0854062927830336] Predicted: 0.8726930096993752 Movie Vector: [0.4433234232603772, 0.7527893277137196] User Vector: [1.387052700204455, 0.45687662525446354] Predicted: 0.9588447988706094 Movie Vector: [1.0262983621054376, -0.5025617784040799] User Vector: [1.9752248124121794, 0.04444827199694818] Predicted: 2.0048319871468654 Movie Vector: [0.8525262106089294, 1.4078163918206867] User Vector: [0.6726387671108526, 0.543146778491709] Predicted: 1.338093117158905 Movie Vector: [1.1959036469092297, 0.592896062718419] User Vector: [1.8893706340383662, -0.881931821585828] Predicted: 1.7366113270053654 Movie Vector: [0.11649388051373921, -0.6548274371725851] User Vector: [1.5127424715499915, -0.5420981659425428] Predicted: 0.5312059934289173 Movie Vector: [2.3411631240199724, 0.36070933681113104] User Vector: [2.2497880500226226, -0.614452179726003] Predicted: 5.045482181322644 Movie Vector: [1.26316567249831, 0.11630127742070148] User Vector: [1.6186913585747895, -0.5755349853161186] Predicted: 1.9777399045287578 Movie Vector: [1.2277434815049855, -0.8475345100698319] User Vector: [1.535374262389647, -0.5146405155988847] Predicted: 2.321221339569601 Movie Vector: [0.3786561110400205, -1.178195219782098] User Vector: [-0.9847492851049164, -0.1329775786826414] Predicted: -0.21620778710518213 Movie Vector: [0.14750655102104682, -1.2094089604466634] User Vector: [0.7926681394631084, 0.030730109274020007] Predicted: 0.07975847384496837 Movie Vector: [1.977323290731791, -0.6836462412573552] User Vector: [0.4094371817017652, 0.2383701053866075] Predicted: 0.6466288488948106 Movie Vector: [1.4600782673052495, 0.36892088377127435] User Vector: [1.8513130489766672, -0.40831917226588776] Predicted: 2.552424478896364 Movie Vector: [1.8526767058341633, -0.21073801783553076] User Vector: [1.3857839074132219, 0.6882375875369416] Predicted: 2.4223717395868802 Movie Vector: [0.7661537726931434, -0.7415211007952865] User Vector: [0.3352089118215962, -0.0012556696543417067] Predicted: 0.25775267797680185 Movie Vector: [2.7102733239901817, 0.7357255890677629] User Vector: [1.6767991323181748, -0.5701849283429404] Predicted: 4.125084315729162 Movie Vector: [1.3264291992834345, 1.1228885620906826] User Vector: [1.756600652488108, -0.6842917890394544] Predicted: 1.5616229738955858 Movie Vector: [1.8461853117577203, -2.0095426795673452] User Vector: [1.850941962207273, -0.8003024063293912] Predicted: 5.0254237056224405 Movie Vector: [0.7237071775352225, 0.8644863892221858] User Vector: [-1.1400828747285674, -2.449816284852282] Predicted: -2.942918993775713 Movie Vector: [0.7115895169627743, -1.3165327173638626] User Vector: [1.5575899492456626, -0.7327247441661369] Predicted: 2.0730207781265784 Movie Vector: [-0.6913735783685644, 0.2595652562449525] User Vector: [0.5461263649457735, -0.47651387264146855] Predicted: -0.5012637846304333 Movie Vector: [0.658021452971, -0.02175024562343251] User Vector: [1.7434256634886496, -1.0176838533417478] Predicted: 1.1693463620129152 Movie Vector: [2.398734127148113, 0.3421292223777329] User Vector: [0.9614974650454986, -0.2393034366672569] Predicted: 2.22450408387175 Movie Vector: [1.1739327823701453, 1.4955601952656836] User Vector: [1.5197415945579331, -0.4401605623609403] Predicted: 1.1257878619902548 Movie Vector: [2.723956826795379, -0.6888441036110108] User Vector: [0.7967981793643724, 0.1044426432953004] Predicted: 2.0984991412581953 Movie Vector: [-0.7486774146858994, -0.42342962440689486] User Vector: [0.8902220557310565, 0.6830283137853075] Predicted: -0.9557035695464815 Movie Vector: [1.1888724358149516, -0.393801017683629] User Vector: [1.0654081206510209, 0.21561664974609493] Predicted: 1.181724291435862 Movie Vector: [0.7139881881251469, -0.7662665279694255] User Vector: [0.6631252762362289, 0.057943182932799264] Predicted: 0.4290636928744792 Movie Vector: [1.477034831691235, 0.2045099826382031] User Vector: [0.42305356793962456, -0.4753226150124429] Predicted: 0.5276566357743397 Movie Vector: [0.7940278027413236, -0.1593837082192708] User Vector: [1.1075879193187639, -0.058259240615662275] Predicted: 0.8887411757268755 Movie Vector: [0.030114147746184063, 0.1075672725536955] User Vector: [1.9046352042756594, 0.25027561626000644] Predicted: 0.08427793137192488 Movie Vector: [1.4633976387578362, -0.3266191603661427] User Vector: [2.1439368151042157, -0.6491408693029115] Predicted: 3.34945391856057 Movie Vector: [1.883045910455369, -0.6704069801017576] User Vector: [1.684511632366903, -0.13014329479637438] Predicted: 3.2592617136879247 Movie Vector: [2.1175194166448574, -0.5083307371661564] User Vector: [1.6159878997932893, -1.1868972605654946] Predicted: 4.025222114279184 Movie Vector: [2.2919315010195422, 0.42299662683417194] User Vector: [-0.11216040874476979, 0.9696633081621615] Predicted: 0.15310033454809285 Movie Vector: [1.259632303891629, -0.34055718383108957] User Vector: [2.066867461615029, -0.9990636017312357] Predicted: 2.943731309186517 Movie Vector: [1.7313701605250729, -0.84759107421812] User Vector: [1.7817583038135998, 1.0263118844178813] Predicted: 2.2149903678940586 Movie Vector: [2.780665078131382, -0.13103810485341427] User Vector: [1.5527081529608409, 0.7603807654889614] Predicted: 4.217922482991429 Movie Vector: [2.3531799362220234, 0.8919132513427575] User Vector: [1.3392559148607102, 0.1695404853391657] Predicted: 3.302725553829978 Movie Vector: [1.2878798449690037, -0.948344603379653] User Vector: [1.1504997952487737, -0.3014729409072574] Predicted: 1.7676057345162517 Movie Vector: [1.9179483113646856, 0.345036146008882] User Vector: [-0.3586784475223661, 0.1466246108793275] Predicted: -0.6373359321005739 Movie Vector: [-0.27749413009115664, -0.5909889803928126] User Vector: [1.5647989585298636, -0.891610652660616] Predicted: 0.0927095447584752 Movie Vector: [0.36264300766581015, 0.1336252498153198] User Vector: [2.1267404190192383, -1.0152509968132932] Predicted: 0.6355843740031532 Movie Vector: [1.9300458049110443, -0.9466911583431413] User Vector: [0.9012552839064654, -0.39751614491566084] Predicted: 2.1157889995478927 Movie Vector: [0.5138460510089385, -0.3856930529735093] User Vector: [1.262573374114971, -0.1851242758594436] Predicted: 0.7201694895337479 Movie Vector: [1.5571685576820162, 0.5396153032837515] User Vector: [-0.10002573218558078, -1.2233034042455728] Predicted: -0.815870162608529 Movie Vector: [0.3822300841053427, 0.5022579614130515] User Vector: [1.0160227160620448, -0.6762613106084193] Predicted: 0.048696820964631016 Movie Vector: [1.0581479026220946, 0.4700135429353859] User Vector: [2.1550032224334887, -0.12241582372366716] Predicted: 2.222775044942137 Movie Vector: [-0.43169106764839255, -0.31910907193108223] User Vector: [1.0972610630817399, 0.5362233081920873] Predicted: -0.6447915220357581 Movie Vector: [0.561846336762726, -0.41858097140586614] User Vector: [1.1419428352626277, -1.3667531431870281] Predicted: 1.2136932571319956 Movie Vector: [1.0059241242476413, -0.428859772989767] User Vector: [1.8547413691032049, -0.7835971701333285] Predicted: 2.201782391919816 Movie Vector: [1.070555001800006, 0.014640713445659845] User Vector: [1.9525924165037587, -0.28389331837223764] Predicted: 2.086201177241434 Movie Vector: [2.7654384274089403, -0.13849478775295676] User Vector: [1.6813482524998498, 0.20605250223589267] Predicted: 4.621127869756829 Movie Vector: [1.6798257046440188, 0.6926904043890436] User Vector: [0.01906478698538222, 1.3080787529925184] Predicted: 0.9381191196147113 Movie Vector: [2.339429157707087, 0.15447062169300033] User Vector: [1.5757152233321117, -1.5071305864866098] Predicted: 3.4534667390389537 Movie Vector: [-0.74371903519536, 0.32385426666997813] User Vector: [1.1046157847762694, 0.4249294798915987] Predicted: -0.6839085606186236 Movie Vector: [1.0207100418032462, -0.20237270157098383] User Vector: [-0.2892343377992861, -0.19043113156546798] Predicted: -0.25668633046792033 Movie Vector: [2.3125015181365236, -0.18424362721618082] User Vector: [1.4751785380168336, -0.8307132666113245] Predicted: 3.564406234103418 Movie Vector: [1.682452539448181, 0.8729235639612146] User Vector: [1.7856126975813054, -0.7098986664675749] Predicted: 2.3845213435323953 Movie Vector: [0.03235145768133729, -1.6901495346822244] User Vector: [1.1531498841438008, -0.21196822999686596] Predicted: 0.3955640849737349 Movie Vector: [2.115406886891915, -0.98123474270258] User Vector: [1.0543382674109119, -0.06460406739033969] Predicted: 2.2937461874380327 Movie Vector: [-0.18951824760241015, 0.7877662420320215] User Vector: [1.6024058703746693, -0.04243775013043971] Predicted: -0.3371161794417725 Movie Vector: [2.4430790208411417, 0.19139028122073706] User Vector: [0.8706868659840852, -0.545992173043977] Predicted: 2.0226592204644334 Movie Vector: [1.5759247585899976, -1.1433744129905683] User Vector: [0.9968010563504913, 0.06269514640526513] Predicted: 1.499199437872925 Movie Vector: [1.5115713382446332, 0.9414244641305491] User Vector: [1.3119555252856108, -0.18410022924591002] Predicted: 1.8097979094092693 Movie Vector: [1.7202995621721167, -0.2557601611642508] User Vector: [0.43719570772412425, -0.43561758322672384] Predicted: 0.8635212078733879 Movie Vector: [1.2247501793713544, -0.7973112976030011] User Vector: [1.195833306728469, -1.357143899567695] Predicted: 2.546663220512248 Movie Vector: [2.1404296122492124, -0.3541012704579699] User Vector: [2.161797004077693, -0.9112979378410853] Predicted: 4.949866080754782 Movie Vector: [1.7084479108872648, -0.20212684155379657] User Vector: [1.3310459164615875, -1.4451671904676697] Predicted: 2.566129695000228 Movie Vector: [0.9751752405591183, -0.39179452346020127] User Vector: [1.4039474357509847, 0.011083123023934615] Predicted: 1.3647524714872106 Movie Vector: [2.2438056999078992, -0.9891023178682753] User Vector: [1.5969275195175419, 0.4974915633035699] Predicted: 3.091125012249771 Movie Vector: [0.013697519156513125, -0.15470621987041455] User Vector: [1.10933445152613, -0.01650220956115698] Predicted: 0.017748124361475156 Movie Vector: [-0.14697481480535204, -0.36085007508408196] User Vector: [1.0190113060566257, 0.9557100532772514] Predicted: -0.49463704247594065 Movie Vector: [0.7126306083686973, 0.10008925117958947] User Vector: [1.797103797631583, -0.9562024579484235] Predicted: 1.1849655846157505 Movie Vector: [-0.09261207584248993, -0.506668583237549] User Vector: [1.4666146538283178, -1.0660522175685807] Predicted: 0.4043089391806649 Movie Vector: [2.4269535778800777, -0.25692652946699923] User Vector: [0.5097200446135728, -0.9790851432788852] Predicted: 1.488619833907447 Movie Vector: [1.5354915654213637, 0.2745081368891853] User Vector: [1.5273017522125873, -0.4143280279589535] Predicted: 2.231422543359715 Movie Vector: [0.7305873231125459, -1.1186927960683897] User Vector: [1.7050645176383439, -0.3080013748670728] Predicted: 1.590257440918536 Movie Vector: [1.1435334917810205, 1.6517780762016157] User Vector: [0.15405165907437168, -0.10771246754408603] Predicted: -0.0017538608069238015 Movie Vector: [0.24100897364802498, 0.6259750334753161] User Vector: [1.1467028056737674, -0.9250675911456673] Predicted: -0.3027035500595939 Movie Vector: [2.639448801114924, 0.4764158663129531] User Vector: [1.633251136417817, -1.5033315365197648] Predicted: 3.5946717576109477 Movie Vector: [2.2630353688151574, -0.9132145799579154] User Vector: [1.6084352388622285, 0.9898602577273572] Predicted: 2.735991014516357 Movie Vector: [2.197232041191286, -0.622907661269931] User Vector: [1.1933673631667883, -0.8038652662004361] Predicted: 3.122838840207069 Movie Vector: [1.538680670839861, 0.5944174307899297] User Vector: [-0.07792745406283749, -0.07925872169711295] Predicted: -0.1670182330131412 Movie Vector: [1.0104181741709177, 1.7647970256613876] User Vector: [0.45021039369639104, 0.16873062916192147] Predicted: 0.7526760764744111 Movie Vector: [1.1023404815831848, -0.5364893803815421] User Vector: [1.5080103105194256, -0.5924089674904138] Predicted: 1.980161931831793 Movie Vector: [1.5240680403529148, 0.5795551665602564] User Vector: [1.7976330849926205, -1.0194756258242421] Predicted: 2.1488727669895775 Movie Vector: [0.20445688086413158, 0.3154370725697143] User Vector: [1.5995947858849036, -0.5267150936193523] Predicted: 0.16090269335898427 Movie Vector: [0.868819549927707, -0.45393249955850423] User Vector: [1.496804825539918, -0.02536444341191965] Predicted: 1.3119670400530945 Movie Vector: [0.5885539819176395, 0.09497870116225872] User Vector: [1.162684524829092, 0.18339490264530586] Predicted: 0.7017212164552107 Movie Vector: [1.363266476653311, 0.30457314953175413] User Vector: [2.0580991683528027, -0.5352339949052868] Predicted: 2.6427196982786687 Movie Vector: [0.9205187610084606, -0.16914716649851425] User Vector: [1.406744146159166, 0.36522964198032615] Predicted: 1.2331568194161016 Movie Vector: [2.235318024707665, 0.3896172830441588] User Vector: [1.8688467492198995, -0.510287029400911] Predicted: 3.978650177979709 Movie Vector: [1.5516756109213674, -1.329359875694784] User Vector: [0.9098841215436844, -0.5776038051208588] Predicted: 2.1796883227402475 Movie Vector: [-1.1099319199965758, 1.786144762612716] User Vector: [-0.7560125228357683, -0.9889495489655917] Predicted: -0.9272846263605401 Movie Vector: [1.2147639153897452, 0.3215588133914736] User Vector: [1.7950965067085776, -0.20198359464510438] Predicted: 2.1156688559731416 Movie Vector: [1.3690877517636988, 0.8172817032314181] User Vector: [0.6282672419157973, 0.33669321263088214] Predicted: 1.135326188026704 Movie Vector: [2.7762909277008423, 0.7132767209143691] User Vector: [1.3975938170421571, -0.3076603045280788] Predicted: 3.6606801016956276 Movie Vector: [1.692109723948682, -0.022997215487657097] User Vector: [1.7265011766683773, -0.5486224330982457] Predicted: 2.9340462177647257 Movie Vector: [0.8466544730405614, -1.3800702584450926] User Vector: [2.2787824226565565, -0.006476610393117865] Predicted: 1.9382795086074591 Movie Vector: [1.40082171020457, -0.5264355171318057] User Vector: [0.8381636170656651, -0.7062331885936258] Predicted: 1.5459040253421026 Movie Vector: [0.6564809711920054, 0.10569309816241855] User Vector: [1.463987260382957, -0.9420641813257565] Predicted: 0.8615100965167652 Movie Vector: [-0.8222224854727533, -0.20938264352681057] User Vector: [0.2105995143950192, 0.03220395054839793] Predicted: -0.1799026044630578 Movie Vector: [0.5367865611922521, -1.046133260878393] User Vector: [1.8076681608773857, -0.5497255616955933] Predicted: 1.5454181702989118 Movie Vector: [0.6067224802239948, 0.49838332159634685] User Vector: [2.422233362954283, -0.3920646812983774] Predicted: 1.2742249355068318 Movie Vector: [2.0188438555902497, -1.1863457435490021] User Vector: [1.0359129084995193, 0.4835031209459255] Predicted: 1.517744540724022 Movie Vector: [1.5806744626271756, 0.34232260603565146] User Vector: [1.1117609601328493, 0.0862894990754633] Predicted: 1.7868710044248879 Movie Vector: [1.1606192407898337, -1.3809625891290844] User Vector: [1.077331719574474, -0.46029488413608866] Predicted: 1.886021937410777 Movie Vector: [0.2033696435215817, 0.8602433863423338] User Vector: [1.0172404643079673, -0.29679558859696653] Predicted: -0.048440611584081084 Movie Vector: [1.1286517592393115, 0.03256426437501289] User Vector: [2.437509843972515, 0.10745067990729959] Predicted: 2.7545988259104948 Movie Vector: [1.2089566336984896, -0.06282725689582935] User Vector: [1.665725941783792, 0.6174997829990743] Predicted: 1.9749946097435775 Movie Vector: [0.8524761973517769, -0.6884022590626816] User Vector: [1.5035258690016466, 0.05340281492339212] Predicted: 1.2449573969929801 Movie Vector:
avg loss: 13.396521188974294: 44%|███████████████████▋ | 30590/70000 [00:49<01:08, 574.41it/s]
[2.4554687540749045, 0.9048623043438417] User Vector: [1.668739780603073, -0.43564049843980335] Predicted: 3.7033437246689167 Movie Vector: [-0.5715315770812753, -0.38461238670518905] User Vector: [0.0027487982818336643, -1.7764019181551767] Predicted: 0.6816551564722437 Movie Vector: [1.04363622003219, -1.2723971243865417] User Vector: [2.1057312098983054, 0.5817387869372195] Predicted: 1.4574146006590445 Movie Vector: [0.554894298247157, 0.20145053505724841] User Vector: [1.5908967343387987, 0.03273760266694588] Predicted: 0.8893745345583693 Movie Vector: [-0.5161976124156946, 0.5047823901272281] User Vector: [1.5739458719078638, 0.07586128610519992] Predicted: -0.7741736598320698 Movie Vector: [1.543095799612739, -1.1189713086251758] User Vector: [-1.0349707826697325, -1.015524726316015] Predicted: -0.4607160355125184 Movie Vector: [-0.21692480447899282, 1.1932005804066745] User Vector: [0.6035169351535994, -0.1982675910026169] Predicted: -0.3674907978181112 Movie Vector: [1.8874074534251597, -0.3251954324745979] User Vector: [1.1402977119472455, 0.5038795809718163] Predicted: 1.988347062403638 Movie Vector: [0.8509396638797226, 0.3530962905957546] User Vector: [2.0211850809846696, 0.02194226871118353] Predicted: 1.727654287140979 Movie Vector: [0.8909137597920522, -0.114654876706348] User Vector: [2.0264152770269543, -0.13031052275227806] Predicted: 1.820301990275839 Movie Vector: [2.8279928038705124, -0.6752072847465348] User Vector: [1.1741493648473242, -0.06597566545751862] Predicted: 3.3650332043902824 Movie Vector: [1.8108586572554173, 0.2576218846736447] User Vector: [1.8720970341049685, -0.5650320908357918] Predicted: 3.2445384892889657 Movie Vector: [1.4385133681085134, 0.6127380936756067] User Vector: [1.770681285712226, -0.5794600066379699] Predicted: 2.192091480328003 Movie Vector: [0.6751411651772068, -0.9129958846312453] User Vector: [1.4623788224619632, -0.4642503849662179] Predicted: 1.4111708330400696 Movie Vector: [2.9975593334317017, -0.23508795907953128] User Vector: [1.2137056806461692, -0.0671014612464116] Predicted: 3.653929536635674 Movie Vector: [2.47632339674446, -0.439773413916615] User Vector: [0.5421264472498091, 0.28814669062468146] Predicted: 1.2157611514738627 Movie Vector: [2.120702255665435, -0.725051648911485] User Vector: [1.5688737095942535, -2.116061052860273] Predicted: 4.861367570364446 Movie Vector: [1.1848528465506034, -0.7234981144505495] User Vector: [-1.317660555790454, 0.3507640931602374] Predicted: -1.8150110203341583 Movie Vector: [0.9542891988109203, -0.1318340463790016] User Vector: [0.15779861420551217, -0.17115042244805814] Predicted: 0.17314896585445472 Movie Vector: [1.6298646639274448, -0.2002804484530121] User Vector: [1.5174051633290375, -1.5890169685370013] Predicted: 2.7914140876290876 Movie Vector: [0.9114099727604312, -1.0010794901449664] User Vector: [1.7441264014475686, -1.027857543425145] Predicted: 2.6185813015477795 Movie Vector: [2.475555194163131, 0.32300952002441524] User Vector: [1.8243740374511819, 0.4564246006667407] Predicted: 4.6637681156973345 Movie Vector: [2.1709173258335817, -0.25259337926539716] User Vector: [1.7015191402679803, -0.4235610097995668] Predicted: 3.8008460886355557 Movie Vector: [1.6536754492302972, -1.1979830814503811] User Vector: [0.08849862120305185, 0.2064893092598924] Predicted: -0.10102270181950793 Movie Vector: [0.9684582579068312, -0.9989785164037351] User Vector: [-0.5669129708316484, 0.30684794254844666] Predicted: -0.8555660505249902 Movie Vector: [-1.8674453014665413, -1.893919754075741] User Vector: [1.8325544145696364, -0.7730124575935325] Predicted: -1.9581715675868083 Movie Vector: [1.1203777739899186, -0.8321494900223257] User Vector: [1.6246157643272698, -0.22683300836662063] Predicted: 2.00894236585843 Movie Vector: [-0.6060006055655963, -0.3196130468291721] User Vector: [0.5214969766299927, 1.0658649407809648] Predicted: -0.6566918248698024 Movie Vector: [1.129307192783417, 0.24988106230463375] User Vector: [1.9655334428977136, -0.28645363112477085] Predicted: 2.1481117170742645 Movie Vector: [0.28734182607629644, -1.203987835175095] User Vector: [1.7284968921620436, 0.20369127054903344] Predicted: 0.2514276414886495 Movie Vector: [0.8808187246479021, -1.3820213033848425] User Vector: [1.3270493097361946, -0.07793060228581558] Predicted: 1.2765916330913225 Movie Vector: [1.239407630040163, -0.5903350386823033] User Vector: [1.6091437234915815, 0.10173938607809489] Predicted: 1.9343246843107786 Movie Vector: [1.2235790170235774, -0.4902787539644965] User Vector: [-0.33259103464856676, -0.34823368561441687] Predicted: -0.23621983377464742 Movie Vector: [1.595543754114872, 0.2072784564357915] User Vector: [0.3200579253223535, -0.9010340534218954] Predicted: 0.3239014759136703 Movie Vector: [1.5551375429776506, 0.060279283001974375] User Vector: [1.8180524882970615, -0.23308603477001422] Predicted: 2.8132714206009863 Movie Vector: [1.0665379472997463, -1.1345250199115233] User Vector: [0.11167878495488831, 0.4524080355817117] Predicted: -0.39415857351375827 Movie Vector: [1.8166969229855086, 0.22899702000347957] User Vector: [1.4158942756706623, -1.1955795160112528] Predicted: 2.2984666275399084 Movie Vector: [0.8192447182216562, -0.28622196809350053] User Vector: [-0.19180585394238647, -0.7999085351821192] Predicted: 0.07181546246832071 Movie Vector: [0.5310872391763991, 0.10014252676806279] User Vector: [-0.33956935694708074, 0.008777800624763896] Predicted: -0.17946192115590015 Movie Vector: [1.773761987221224, -0.004455625323885288] User Vector: [1.8174620863310322, -0.8061257622407291] Predicted: 3.2273369563102396 Movie Vector: [1.5261604749842264, -0.3456224825633664] User Vector: [1.6363311994393503, 0.4075020596124028] Predicted: 2.356462127074944 Movie Vector: [0.026491907178564644, -0.3067253597548002] User Vector: [0.9841753991238995, 0.8578149646343867] Predicted: -0.2370409203095163 Movie Vector: [2.2821442298184245, -0.9014546398493225] User Vector: [1.693349215348507, -0.6625484180779474] Predicted: 4.461724486476347 Movie Vector: [0.2243514688549757, -0.42957377554597054] User Vector: [-0.5272250912065325, 1.205002156962819] Predicted: -0.6359210497369405 Movie Vector: [2.285131119512633, 0.08766780684376302] User Vector: [1.342898768044026, -0.16666562310477184] Predicted: 3.0540885555587365 Movie Vector: [0.5033857534003298, -0.9996772183303254] User Vector: [1.8296109870302784, 0.7338011213707182] Predicted: 0.1874358413162045 Movie Vector: [2.249524877130757, 0.12565269974733528] User Vector: [1.3333931563145003, -0.611642460218904] Predicted: 2.922646549718761 Movie Vector: [1.5202347531871032, -0.47795986377705235] User Vector: [1.7898977475357971, -0.05358378038530351] Predicted: 2.7466756568288537 Movie Vector: [0.822867539827163, -0.5147275922642117] User Vector: [-0.570374395844595, 0.14603979325543978] Predicted: -0.5445132870461821 Movie Vector: [2.0906406839617295, -0.8221470054294976] User Vector: [1.3510137315868231, 0.3271599948332196] Predicted: 2.555510661797903 Movie Vector: [1.2855262182741, -0.16801189729052865] User Vector: [1.2921669875343436, -0.20733725401861042] Predicted: 1.695949666290336 Movie Vector: [1.1494441723273605, 1.8151533274204308] User Vector: [0.4591358247191423, -0.8519265810167536] Predicted: -1.0186263702203369 Movie Vector: [0.3603270024457529, -0.11450555417704769] User Vector: [1.2187570896786353, -0.08057401920457835] Predicted: 0.44837726155470464 Movie Vector: [1.6333794812211386, -0.8516557804618965] User Vector: [1.8327506315793738, -0.1325875093351031] Predicted: 3.106496194559118 Movie Vector: [1.3177760771614273, -1.6967937482400324] User Vector: [2.094891966796211, -0.7315456255314503] Predicted: 4.001880562035807 Movie Vector: [0.7593541918191667, -0.8561495887941512] User Vector: [1.382525778527525, 0.6773546215591352] Predicted: 0.4699098645072616 Movie Vector: [1.4398170538632311, -0.7961531006800806] User Vector: [1.5309266689037635, -0.6443139329656582] Predicted: 2.7172268616436535 Movie Vector: [-1.146305570943629, 0.7038246211926564] User Vector: [1.7207772097809693, -0.21008243709923713] Predicted: -2.1203976936353595 Movie Vector: [2.4078005882107867, -0.23790913262194693] User Vector: [1.5884898840682529, -1.2906671819872158] Predicted: 4.131828386996615 Movie Vector: [1.5924895206036416, 0.34082625441563685] User Vector: [2.125495134871155, 0.3187191739997467] Predicted: 3.4934565906611175 Movie Vector: [1.7943325355265112, -0.2953750459615159] User Vector: [0.9478577467721738, 0.49319014963377567] Predicted: 1.555095930968317 Movie Vector: [0.9876112826749215, -0.44444781942684186] User Vector: [0.9892843759445428, 0.8827249981358601] Predicted: 0.5847032108818031 Movie Vector: [-0.36709666309434774, 0.015578604278927426] User Vector: [1.7378288462856264, -0.79844042093639] Predicted: -0.6503897578586219 Movie Vector: [1.2304945503533453, 0.4602233223786809] User Vector: [1.402146659676486, 0.045340123786049374] Predicted: 1.7462004059339389 Movie Vector: [2.3781822927780016, 0.11740425695730058] User Vector: [1.0438784268413275, -0.9279921700795795] Predicted: 2.373582959336616 Movie Vector: [0.5937172492267249, -0.10574647770739888] User Vector: [0.39326632688809426, -0.30590271660342494] Predicted: 0.2658371366154341 Movie Vector: [1.6276428131203429, -0.5183831533052287] User Vector: [1.4251906759490516, -0.2837536202304814] Predicted: 2.4667944574514484 Movie Vector: [0.13563562917272207, 0.4642204294501887] User Vector: [2.1711752665224298, -0.12533079585572515] Predicted: 0.2363076074435436 Movie Vector: [1.0762072283640751, 1.789453561053294] User Vector: [1.783505861110069, -0.541218524769175] Predicted: 0.9509364831001398 Movie Vector: [1.9236602564530767, -1.1359736674661751] User Vector: [1.649505361748536, -0.3924810273434593] Predicted: 3.6189360192441553 Movie Vector: [0.8445875060420724, -0.9319320960407095] User Vector: [1.0268354090123806, -0.25620945400301026] Predicted: 1.106022170707929 Movie Vector: [-0.7718871596808738, -0.04099678418862829] User Vector: [1.952445913101054, -0.5020369435278008] Predicted: -1.486486030065575 Movie Vector: [2.3318298123940204, -1.0812680007849462] User Vector: [1.2211242348540137, 1.1209514948451755] Predicted: 1.6354049136612865 Movie Vector: [1.6675508901275782, 0.19169654307979456] User Vector: [2.1268658547929804, 0.04440330686783853] Predicted: 3.555169009769863 Movie Vector: [1.611270169095498, -0.18486942396499434] User Vector: [-0.3972378847892266, 0.4481775108560437] Predicted: -0.7229118720614969 Movie Vector: [0.9598364402030652, -0.5246863091829975] User Vector: [1.6785192250735848, -0.44668680185389004] Predicted: 1.8454743672325118 Movie Vector: [1.807900533705969, -0.20799787747401016] User Vector: [0.6185315979048538, -0.8359076517965086] Predicted: 1.2921106233041488 Movie Vector: [1.5442340668691668, -0.6602049703247637] User Vector: [2.111010547352214, -0.07057018674743545] Predicted: 3.306485190788819 Movie Vector: [1.3169489472672142, -1.0919221701967015] User Vector: [0.7949536669153483, 0.5005891433683343] Predicted: 0.5003090109667204 Movie Vector: [1.8538565079956084, 0.7377601277054996] User Vector: [1.553469408627087, -0.9157395924084654] Predicted: 2.204313214515163 Movie Vector: [0.653208736092115, 0.07783236562951708] User Vector: [-0.9139740608307175, -2.1797236311306736] Predicted: -0.7666688877256721 Movie Vector: [2.328372823955155, -0.38257098600326434] User Vector: [0.41499206479823103, 0.3017435526753091] Predicted: 0.850817917366117 Movie Vector: [1.5312500627632537, 0.3402963953652594] User Vector: [1.5331523219196874, 0.2156314724015742] Predicted: 2.4210182019507087 Movie Vector: [0.49183515029389996, 0.3673269543554244] User Vector: [1.058893940320801, -1.1539899359536334] Predicted: 0.09690965175232169 Movie Vector: [1.4435128255772127, -0.718928533132546] User Vector: [1.3609701662376006, -1.5811831341142726] Predicted: 3.1013355614146234 Movie Vector: [0.019228609991269005, -0.7366584253866394] User Vector: [1.2186530443904564, 0.07301180018320104] Predicted: -0.030351753652344104 Movie Vector: [1.465384940441675, -1.016133397450502] User Vector: [1.842219951169048, 0.4038186342742241] Predicted: 2.289227772625432 Movie Vector: [1.725972774080255, -0.5379605213517302] User Vector: [1.4506574687133234, -0.49436660131954324] Predicted: 2.7697450101001198 Movie Vector: [1.6674000719892044, -0.29700393440307993] User Vector: [0.5614063374192175, -0.6978553370187226] Predicted: 1.1433547481667468 Movie Vector: [1.6570433806016311, 0.2415334324435759] User Vector: [1.2688627034995381, -0.6796759709113319] Predicted: 1.9383960735225656 Movie Vector: [0.9057591214201796, -0.1729791766741419] User Vector: [1.7834880282083296, -0.7654935125923421] Predicted: 1.7478249870510052 Movie Vector: [1.4383760083153414, -1.1794630282296827] User Vector: [0.31843649787701417, -1.4391236421703422] Predicted: 2.1554245477094183 Movie Vector: [0.6206593891878116, 0.6987116151934749] User Vector: [1.4862759974657256, 0.16159242413963665] Predicted: 1.0353776564252173 Movie Vector: [-0.08607509766372687, 1.4519349352453965] User Vector: [1.4050641410137554, -0.01623654062702795] Predicted: -0.1445154337254726 Movie Vector: [-0.11110974453905959, 0.1127326611522305] User Vector: [-0.023302171566803753, -1.0219806261028626] Predicted: -0.11262149729660548 Movie Vector: [1.3039235495993173, -0.814822373862136] User Vector: [-0.8958675821280301, -0.4095345772897281] Predicted: -0.8344449012134965 Movie Vector: [0.822603332059364, -0.7417325569833453] User Vector: [1.5098143008612839, -0.5393027856200763] Predicted: 1.6419967088455913 Movie Vector: [2.8615423675599057, -0.6770924408063048] User Vector: [1.4197706751198065, -0.6423511228505933] Predicted: 4.497665028700036 Movie Vector: [-0.22128517793475233, 0.2511464527125346] User Vector: [1.0796955216071351, 0.9840990395804333] Predicted: 0.008232367294247894 Movie Vector: [2.503158766575959, 0.3299154226830074] User Vector: [1.2973985324679753, 0.3250240851358045] Predicted: 3.3548249687197336 Movie Vector: [1.3136154048708213, 0.04562812051644277] User Vector: [1.5570333120714475, 0.12655979301754444] Predicted: 2.0511176301224308 Movie Vector: [1.6900156061659466, -0.7146649796884272] User Vector: [2.1979630354384203, -0.9890071710388161] Predicted: 4.421400621468971 Movie Vector: [0.9290183968614347, -0.6780770479171989] User Vector: [2.2419659245130115, -1.0076148831285687] Predicted: 2.766068114398296 Movie Vector: [1.3724768324861312, 1.0467920873831382] User Vector: [0.7828933907061286, -0.6628954200023512] Predicted: 0.3805893606296913 Movie Vector: [1.680946661508844, 0.3845249518075798] User Vector: [1.186642386530469, -0.7124250338403634] Predicted: 1.7207373562392998 Movie Vector: [0.5386734211047512, 0.4740955902491761] User Vector: [1.7983663315837337, -0.47680229350739306] Predicted: 0.7426822794612629 Movie Vector: [0.8757104130062581, 0.3533652053223797] User Vector: [2.2396287310741845, -0.08482643282627039] Predicted: 1.9312914912172356 Movie Vector: [1.7896896366561865, -1.0276687486982619] User Vector: [1.3125793458548158, -0.6212203619241901] Predicted: 2.987518404569834 Movie Vector: [1.868302686917401, 1.0404062714349358] User Vector: [0.8523868583726648, 0.23304715056377923] Predicted: 1.8349803747773294 Movie Vector: [1.5711950907245364, 0.345914496757578] User Vector: [0.9008939433292772, -0.700647886011463] Predicted: 1.173115880128513 Movie Vector: [1.374945195187289, 0.04342140910193837] User Vector: [2.137624118711655, 0.31925650095064817] Predicted: 2.9529785782752844 Movie Vector: [1.7976800494619467, 0.24505484637796493] User Vector: [2.03161382060584, 0.026269660454841488] Predicted: 3.6586291411214433 Movie Vector: [-1.3773822784423828, 0.19980430603027344] User Vector: [1.2549550336379691, -0.08526870472607166] Predicted: -1.7455898779488963 Movie Vector: [0.6491165985355457, -0.0009120054158142342] User Vector: [-0.08173992054395818, -0.2702525091398015] Predicted: -0.052812267436087024 Movie Vector: [1.5815847249379311, 0.24779680464667098] User Vector: [-0.6552398794560872, 0.35926202914872624] Predicted: -0.9472934016639852 Movie Vector: [0.8422158804977812, 0.15294291898686413] User Vector: [1.4730540252754818, -0.5889594883555604] Predicted: 1.1505523096040813 Movie Vector: [0.5150877485463634, -1.266833861903615] User Vector: [1.0078976724835693, 0.21475704921536368] Predicted: 0.24709424085615783 Movie Vector: [-0.21360640791608557, -0.6273917229655915] User Vector: [1.9311699499583657, -0.29569143420043886] Predicted: -0.22699591771691302 Movie Vector: [1.1344380834423697, 0.4088702794846777] User Vector: [1.0095379963008422, 0.806591788454598] Predicted: 1.475049759661255 Movie Vector: [0.6683481792549514, -0.2690365989582171] User Vector: [2.2517456406531524, -1.0147529560366815] Predicted: 1.7779557831507145 Movie Vector: [1.9147270253392588, -0.531067417495444] User Vector: [0.453365535498817, -0.4510268496988057] Predicted: 1.1075969074676404 Movie Vector: [1.9381713817756774, 0.338307814281867] User Vector: [1.9506772937596697, -0.7334250864565016] Predicted: 3.5326234679060295 Movie Vector: [1.900270780188373, -0.34157020669102245] User Vector: [1.6131243045031154, 0.12850810037833602] Predicted: 3.021478442251263 Movie Vector: [-0.16741788869944063, -0.8052457427875545] User Vector: [1.728386234880128, -0.4739461725440173] Predicted: 0.0922803634507191 Movie Vector: [0.263724766429753, -0.3122192300625473] User Vector: [1.5765830614949732, -0.39436693501018594]
avg loss: 13.370478660737158: 44%|███████████████████▋ | 30716/70000 [00:49<01:05, 597.55it/s]
Predicted: 0.5389129404608737 Movie Vector: [2.4777456498263777, 0.8990467073995679] User Vector: [-1.0375482101248459, -1.440916203401576] Predicted: -3.866231532428854 Movie Vector: [1.5372929554914812, 0.3533977213852505] User Vector: [1.6360671143696042, -0.4372883879226819] Predicted: 2.360577729751563 Movie Vector: [0.7875153696217244, -0.5302453855848059] User Vector: [1.3759970063518199, -0.3745731765476763] Predicted: 1.282234489483788 Movie Vector: [1.4034564565099152, -0.9786298942812477] User Vector: [1.0685826633149433, -0.27166887399007] Predicted: 1.7655725195763259 Movie Vector: [1.28456628434727, -1.2058366998211816] User Vector: [1.8001692739224198, -1.473203106277432] Predicted: 4.088879127238538 Movie Vector: [1.529383133806946, 0.874017208091607] User Vector: [1.6245701123546765, -0.8426157217300221] Predicted: 1.748129488921529 Movie Vector: [-1.019481373312384, 0.2701985062989614] User Vector: [-1.2257838162443635, -1.7417734963204268] Predicted: 0.7790391713519997 Movie Vector: [0.6790869533814038, -0.1326557105483292] User Vector: [2.0421622913423407, -0.5405668610333686] Predicted: 1.4585150497873183 Movie Vector: [0.573764550695134, -1.0573785472035] User Vector: [0.15154355873183112, 1.2799645051742579] Predicted: -1.266456687066693 Movie Vector: [2.24280590605614, -1.2883070882058496] User Vector: [1.0878030060305122, -0.20732536594041534] Predicted: 2.706829745056764 Movie Vector: [1.620804272914761, 0.43785548075263003] User Vector: [2.2621833617663376, 0.3733148371282017] Predicted: 3.830014406350417 Movie Vector: [2.526081841974521, -0.16913276462763543] User Vector: [1.3607774285231982, -0.5984577772343528] Predicted: 3.538653971537788 Movie Vector: [0.2067704552588457, 0.23577368614926023] User Vector: [0.022210320917150195, 0.9074705066165312] Predicted: 0.2185501045842004 Movie Vector: [1.6885618798050817, -0.19586450161392477] User Vector: [1.0916791375428068, -0.38167624627156244] Predicted: 1.9181246043871254 Movie Vector: [1.6618552708703258, -0.16040011726138315] User Vector: [0.7574149272004589, -0.4832251749404302] Predicted: 1.336223363728044 Movie Vector: [-0.25587822598000964, -0.10326876571419669] User Vector: [-0.8097811546017168, 1.6856721910937293] Predicted: 0.03312807869853629 Movie Vector: [1.5510050373499609, 0.6643650646548812] User Vector: [1.6042381147475364, -0.3653391915242091] Predicted: 2.2454628014842903 Movie Vector: [1.6738121804894819, 0.4946321073143445] User Vector: [1.4339651006789065, -0.13156823591914207] Predicted: 2.335110378124864 Movie Vector: [0.47175303813899105, 1.5572580313644553] User Vector: [1.391240421365007, -2.055329609684733] Predicted: -2.5443566462220093 Movie Vector: [-0.5507043799717676, 0.13712201205069957] User Vector: [1.1387663003560116, -0.6225138180523467] Predicted: -0.7124839366310018 Movie Vector: [1.0344065841903243, 0.2530164718013872] User Vector: [1.1200561964770173, -0.8956927723710518] Predicted: 0.9319684792156715 Movie Vector: [1.528189476208071, -0.8333459879445492] User Vector: [2.4804138843607615, 1.0571972592255063] Predicted: 2.9095313002789496 Movie Vector: [2.012069050192539, -0.17359155536996573] User Vector: [2.105949738891806, 0.8705846181557185] Predicted: 4.086190152938442 Movie Vector: [-0.4834098096515348, -0.13385307454013468] User Vector: [1.2960247823938182, 0.17672116832556412] Predicted: -0.6501657650773689 Movie Vector: [2.0991313491923824, -0.1293664181642278] User Vector: [1.828844095290954, -0.4499782980991628] Predicted: 3.897196053887346 Movie Vector: [0.07842897443746083, -0.8357649589190697] User Vector: [2.120232613482627, -0.24065991153352861] Predicted: 0.36742279052058624 Movie Vector: [2.7427352288164126, 0.38134552434541213] User Vector: [1.7866955049985644, -0.8229250116136911] Predicted: 4.586613934676716 Movie Vector: [1.699914484923403, 0.914995202000715] User Vector: [1.3177141730392838, 0.7575014734203128] Predicted: 2.9331116234264 Movie Vector: [0.7198236035299291, -0.18821621183549542] User Vector: [0.1998857694693616, -1.0094999900543522] Predicted: 0.333886758849789 Movie Vector: [0.9789740193971663, -0.7485490597433168] User Vector: [1.9524478606401863, 0.19549910475566515] Predicted: 1.7650550587488083 Movie Vector: [2.0492921333765244, 0.6225546792206268] User Vector: [1.9550322448024728, 0.3255918584692504] Predicted: 4.209130934777328 Movie Vector: [0.9815225839571357, 1.3969345908660789] User Vector: [1.7249989167284023, -0.3013916001351391] Predicted: 1.272101042445268 Movie Vector: [-0.673502053645668, -1.7073121320018598] User Vector: [2.1224651706632662, -0.2644507754807452] Predicted: -0.9779846339375368 Movie Vector: [1.8179363925710923, -0.011143069967300908] User Vector: [1.45780314493648, 0.29198951941372975] Predicted: 2.646939730740072 Movie Vector: [1.7414248745989833, 0.3547992741528375] User Vector: [1.3941461688851806, -0.7755845012437723] Predicted: 2.152623999238048 Movie Vector: [-1.6060781390636136, -0.7662309910692654] User Vector: [1.4406549338390555, -0.6034827758558704] Predicted: -1.8513971897357688 Movie Vector: [1.8112576425424793, -1.6144779153343656] User Vector: [0.9197800288700344, -0.6833342112233908] Predicted: 2.769186599561385 Movie Vector: [0.8956294758170564, -0.12223963364201218] User Vector: [1.5261440998799798, 0.43218825381715353] Predicted: 1.3140291063858098 Movie Vector: [1.9724520359780717, 0.3359187328313988] User Vector: [1.1885442275870983, -0.24591436461536453] Predicted: 2.261739239807525 Movie Vector: [0.060861403878418374, -0.7873008546411181] User Vector: [0.46599296785933936, 0.1938037563286198] Predicted: -0.12422087676879129 Movie Vector: [1.753553267014004, 0.38011962814430733] User Vector: [2.0447896271002004, -0.2826324462651884] Predicted: 3.478213390582064 Movie Vector: [2.1075919067343154, -0.13144809767616206] User Vector: [1.817089222967264, 0.7557033895916956] Predicted: 3.7303467671706954 Movie Vector: [2.3040196053468596, 0.214807482037017] User Vector: [1.568493132653815, 0.2913110433774645] Predicted: 3.6764147202037916 Movie Vector: [0.6588204025634992, -0.8786959603432939] User Vector: [0.4642300725069461, -0.1261286605697102] Predicted: 0.4166729877772235 Movie Vector: [2.068917296824431, 0.43505286151367706] User Vector: [1.2364335380682479, 0.2572669785565923] Predicted: 2.67000346847725 Movie Vector: [0.7348531271897838, 0.23698845162870913] User Vector: [1.7266964362377453, -0.3128847966543013] Predicted: 1.1947181923794958 Movie Vector: [1.6410167786665202, 1.1357684288321024] User Vector: [0.11671322045262862, 0.2879740574161222] Predicted: 0.5186001957908828 Movie Vector: [0.656696991451502, -1.1604619120101312] User Vector: [-0.5031691441082056, 0.8080510497259314] Predicted: -1.2681421292938337 Movie Vector: [2.7941041471436767, -0.13498174798207457] User Vector: [1.162300916431201, -0.7362804707120384] Predicted: 3.3469742357710905 Movie Vector: [1.8566013665752095, 0.7541831283933531] User Vector: [0.466315711326489, -0.31891348075608317] Predicted: 0.6252432203008143 Movie Vector: [1.3235023312313348, 0.5560554527700343] User Vector: [0.47728823212025673, 0.04768863838322329] Predicted: 0.6582096152886119 Movie Vector: [2.142917651093444, 0.4504502500256793] User Vector: [1.8186660203814784, -0.43719143504245567] Predicted: 3.700318525295379 Movie Vector: [1.6557039097212287, -0.26296318581076994] User Vector: [2.2027112228663377, -0.5029256020431875] Predicted: 3.7792885022257 Movie Vector: [2.469859270330886, -0.2883325600375838] User Vector: [1.9527666694295167, -0.1602469001405437] Predicted: 4.869263260239271 Movie Vector: [1.7712968960244462, 0.21665150892508775] User Vector: [1.7710382341520636, 0.22175656730615181] Predicted: 3.185078421815092 Movie Vector: [1.7251384924007973, -0.5041133623870392] User Vector: [1.8186487646489435, -0.5711254544284502] Predicted: 3.425332961229803 Movie Vector: [1.104734735644246, -0.35708371082366586] User Vector: [1.3967384317353342, -0.5226197312072297] Predicted: 1.7296444551164376 Movie Vector: [1.7283704931173194, 0.28014356444401006] User Vector: [0.3613975441161432, -0.579687192646151] Predicted: 0.4622332151249723 Movie Vector: [0.914064156160977, 0.05499779274154291] User Vector: [1.1349864197647788, -0.6652933384107029] Predicted: 1.00086073889822 Movie Vector: [-0.2512420514482335, -0.020366633845484504] User Vector: [1.5142099989159572, 0.6833462879941423] Predicted: -0.39435069008832024 Movie Vector: [2.5163392516049856, 0.9295155382579204] User Vector: [0.03664372656539787, -0.2704188375429746] Predicted: -0.15915046385224813 Movie Vector: [0.4630354741256367, 0.44686191109427686] User Vector: [1.2600198220282592, -0.11176453903295769] Predicted: 0.5334905601957171 Movie Vector: [-0.22327471736655438, -0.2991525432481706] User Vector: [1.9300387515824966, -0.38769660361759134] Predicted: -0.31494843178519905 Movie Vector: [0.898368208554803, -0.34237718268005635] User Vector: [1.5194867334685547, -0.9790303617375997] Predicted: 1.7002562316788907 Movie Vector: [1.1717518084743757, -0.5946126315723758] User Vector: [0.6460587514867111, 0.035895736184329424] Predicted: 0.7356764522804591 Movie Vector: [1.25441146894306, -0.6562502593786471] User Vector: [2.037577866364854, -0.08060506867587401] Predicted: 2.6088581416583785 Movie Vector: [1.0936465356902267, -1.024708789137841] User Vector: [0.407798321884474, -0.6861836531297107] Predicted: 1.149125642313969 Movie Vector: [2.14446399401453, -0.3542815200788403] User Vector: [1.5383662635637694, -0.05030524712920495] Predicted: 3.316793281240046 Movie Vector: [2.129641185983374, -0.12227809388330617] User Vector: [1.6207046673348335, -0.45691901475837904] Predicted: 3.507390596055437 Movie Vector: [1.035131014436665, -1.1375936392437944] User Vector: [1.8194625911417794, -0.2829679240156437] Predicted: 2.2052846681683707 Movie Vector: [2.0419455963515745, -0.25690746356431116] User Vector: [2.194147351877894, -0.04670756541013164] Predicted: 4.4923290450723155 Movie Vector: [2.7759720049298098, 0.3660371663780926] User Vector: [0.3151309339603966, -1.0689663002683345] Predicted: 0.48351325505755127 Movie Vector: [1.538287468058038, -0.8290420411819637] User Vector: [1.6832252308584452, -0.10086013317587622] Predicted: 2.6729015692306572 Movie Vector: [-0.6703319443421989, -0.363318583395189] User Vector: [1.8974380173655798, 0.007979180532942581] Predicted: -1.2748123000173592 Movie Vector: [0.3245770248922951, 0.08412580863809468] User Vector: [2.20240598699929, 0.32130234249775225] Predicted: 0.7418802022451458 Movie Vector: [-0.06184800327311635, -0.0176023861043072] User Vector: [1.4899644689365863, -0.7513938240325949] Predicted: -0.07892500314460345 Movie Vector: [2.2627345757877033, -0.27544954713751524] User Vector: [0.8413663993150006, -0.2258180247603294] Predicted: 1.9659903152917761 Movie Vector: [0.9124864962658931, -0.5470640567489911] User Vector: [1.7185353900115514, -0.3286282970759905] Predicted: 1.7479210661014846 Movie Vector: [0.9814634293590797, -0.1613075690802925] User Vector: [1.57102904034137, -0.082400317760241] Predicted: 1.555199344505493 Movie Vector: [1.5401999757045768, 0.2351941943520647] User Vector: [1.3927466849500663, 0.08546237208786603] Predicted: 2.165208664073344 Movie Vector: [1.6579921743228194, 0.3211372069095838] User Vector: [0.7544060281454111, -1.011043882300716] Predicted: 0.9261154825019783 Movie Vector: [0.705021122658192, 0.4751227149083753] User Vector: [1.6265105442355807, 0.0014342553030064487] Predicted: 1.1474057371857922 Movie Vector: [-0.6404594147117001, -0.6087046332875516] User Vector: [2.1388079054803093, -0.6121771320279528] Predicted: -0.997184602666576 Movie Vector: [0.10014780601846561, 0.7157013076198054] User Vector: [1.2376723510629457, -1.4380725611381904] Predicted: -0.9052802419300953 Movie Vector: [1.7277193111982445, -0.9921819504279356] User Vector: [2.1648736517291347, -0.25660170306127644] Predicted: 3.994889592623156 Movie Vector: [-0.0542450583308636, -0.5881361159599487] User Vector: [-0.9818379160474441, -1.1266014925216663] Predicted: 0.7158548810738212 Movie Vector: [0.12796701125552662, -0.5962097420042483] User Vector: [1.3819279631147268, -0.9018947401388712] Predicted: 0.7145596215434141 Movie Vector: [2.0858258522130746, -0.6849888158617592] User Vector: [1.0972290091858048, 0.8443334574202577] Predicted: 1.7102696579671215 Movie Vector: [2.0037636324333503, 0.4839016613503214] User Vector: [1.2834091386904827, -0.690289155550504] Predicted: 2.2376164884575998 Movie Vector: [0.453064592960562, 0.2555508636611471] User Vector: [-0.6995862839980254, -0.42334623456911147] Predicted: -0.4251442708721885 Movie Vector: [2.033455117716899, -1.195054395604352] User Vector: [1.5089409405221672, -1.6667998834612174] Predicted: 5.060280205160502 Movie Vector: [2.323161208649421, -0.9175031513982062] User Vector: [1.5132175836209274, 0.19192210174752497] Predicted: 3.339359257338029 Movie Vector: [0.8826745560566537, 0.08848398355794757] User Vector: [0.29771928734490577, -0.3241911679694034] Predicted: 0.2341035138104315 Movie Vector: [0.08830730859944913, -1.03122370880455] User Vector: [-0.3043556836680096, 0.7558849421056283] Predicted: -0.8063633047093458 Movie Vector: [0.6259794024084668, -0.4758355960744113] User Vector: [1.4423221380977806, -0.6519122416377738] Predicted: 1.2130670001748667 Movie Vector: [1.197700139798484, -0.003353869179174712] User Vector: [1.5810472795729444, -0.5693483602284316] Predicted: 1.8955300676901123 Movie Vector: [0.2141415219268107, -0.14316848993036113] User Vector: [1.2383745566319704, 0.1607581907192165] Predicted: 0.24217190486340234 Movie Vector: [1.8986164923141033, -0.24111392879744759] User Vector: [1.4786121674240484, -0.7546247706084088] Predicted: 2.9892679900168666 Movie Vector: [1.29310486865046, 0.2260094567659665] User Vector: [1.3959651689598225, 0.8957453424624992] Predicted: 2.0075762746990025 Movie Vector: [2.3039989282500946, 0.17094551553758092] User Vector: [1.8377168885994433, -0.8158310799509904] Predicted: 4.094635077206413 Movie Vector: [1.8622011338669868, -1.6523254760212012] User Vector: [1.3403119528123113, 0.13578620018369275] Predicted: 2.271567440406931 Movie Vector: [2.2443369387063345, -0.6546380337847243] User Vector: [1.0804150676988469, -0.8390401384310149] Predicted: 2.9740830320603697 Movie Vector: [0.4825030863761903, 0.10139841749576987] User Vector: [-1.6894348107743808, 1.3286566976235372] Predicted: -0.6804338238958315 Movie Vector: [0.6892505450148718, -0.6224438185253878] User Vector: [1.5096047602066267, -0.5591015454357546] Predicted: 1.388505204613939 Movie Vector: [1.2192250215786438, -0.7708432267102642] User Vector: [0.3224973565045763, 0.22601216200248242] Predicted: 0.21897690220959107 Movie Vector: [1.2999517884653782, -0.6052366753413291] User Vector: [1.8632608749492836, -0.5841618344209853] Predicted: 2.7757054732941357 Movie Vector: [0.5517203267217234, -1.4007974332753779] User Vector: [1.5223503755702938, -0.47032772823632035] Predicted: 1.498745521106258 Movie Vector: [1.009314884420557, -0.5655801423023217] User Vector: [0.4740243411956504, 0.8730532756966227] Predicted: -0.01534177275958537 Movie Vector: [1.0434530983525194, -1.3915719618284965] User Vector: [1.3751010110037816, -0.5251513890287457] Predicted: 2.1656393591672694 Movie Vector: [0.14469511817718075, -0.6791623325460578] User Vector: [1.9454083798919308, 0.9048466441171222] Predicted: -0.3330466619837168 Movie Vector: [1.2734636419087713, -0.20363723182553725] User Vector: [1.7244315270850967, 0.4359657055574042] Predicted: 2.107222003253514 Movie Vector: [0.7438049178814184, -0.3093310699046166] User Vector: [0.9775773042453364, 0.18235705911100575] Predicted: 0.670718102307474 Movie Vector: [1.232473462300175, 1.6610924693419797] User Vector: [0.8923630238860112, 1.3725006550655945] Predicted: 3.379664247973839 Movie Vector: [1.1819910112329268, -0.6212169420679301] User Vector: [1.6074081905132096, 0.10408006949894683] Predicted: 1.8352857300644443 Movie Vector: [2.397441154329751, 0.2321583574355589] User Vector: [0.8732736520953487, -0.5932118900486764] Predicted: 1.9559030945202858 Movie Vector: [-0.5427776350500093, 0.0024959831963835] User Vector: [0.09294308035988882, 0.002242211941786011] Predicted: -0.050441828828674 Movie Vector: [1.5276977256287523, -0.26884877304304167] User Vector: [2.318575104948137, -1.0416544608842973] Predicted: 3.822129438272269 Movie Vector: [2.4421912119868097, 0.19194701028667568] User Vector: [1.3373345885740737, 0.8854978629702243] Predicted: 3.4359954471139735 Movie Vector: [2.239850860749704, 0.6381513116031761] User Vector: [0.5541739827105654, 0.5676498390088401] Predicted: 1.6035135614741747 Movie Vector: [1.4806962559674757, 0.3783776318169309] User Vector: [1.3693746395746216, 0.9880670385711456] Predicted: 2.401490367965872 Movie Vector: [1.1751438203946378, -0.5409919881723184] User Vector: [2.0509057470922483, 0.12021563770984035] Predicted: 2.345073518053254 Movie Vector: [0.05912905352532341, -0.1675494337543854] User Vector: [1.5119894414735238, 0.6972665188939245] Predicted: -0.0274241058019567 Movie Vector: [2.1942682776821916, -0.4910845432631527] User Vector: [1.9105176288475314, 0.968155027566173] Predicted: 3.716742257412478 Movie Vector: [-0.2517231157402804, -0.2311600743883403] User Vector: [1.2172167891434063, -0.6603456673072429] Predicted: -0.15375604911779767
avg loss: 13.346319198994767: 44%|███████████████████▊ | 30852/70000 [00:49<01:00, 642.77it/s]
Movie Vector: [0.4648095896286011, -1.4464821813341138] User Vector: [1.8313430921454077, -0.5084690057186078] Predicted: 1.58671718766192 Movie Vector: [1.7492578889554604, 0.34351290885534297] User Vector: [1.534795228389263, -0.5019247476716667] Predicted: 2.5123350310919372 Movie Vector: [2.1001313763384655, -0.6739805098983913] User Vector: [-0.2635836325272878, 0.0231057713993965] Predicted: -0.5691330965491862 Movie Vector: [1.6884157166338725, 0.004549382528224627] User Vector: [1.9159745586935546, 0.5622911123920671] Predicted: 3.237519634931338 Movie Vector: [1.9658681214725746, -0.275436482300552] User Vector: [1.3700724315666055, 0.3346024788275253] Predicted: 2.601219987587907 Movie Vector: [1.5363102578115084, 0.4239119295711955] User Vector: [1.0635626611240703, -0.03052402217915054] Predicted: 1.6210227289699768 Movie Vector: [-0.9920453045314874, -0.6512029307407017] User Vector: [0.6747822721871617, -0.996559258013959] Predicted: -0.020452275228892702 Movie Vector: [2.0899272249048035, -1.1012856007741918] User Vector: [1.1184815185204067, 0.3812279325921135] Predicted: 1.9177041433320552 Movie Vector: [1.1980437007324425, -0.6163189640457585] User Vector: [1.710565480504452, -0.7972834363339246] Predicted: 2.5407131001408887 Movie Vector: [2.0459356848794563, -0.6692297093813886] User Vector: [1.4404370540678666, -0.5971913939974275] Predicted: 3.346699793790052 Movie Vector: [1.367763588296785, 0.42768128455970533] User Vector: [1.5128622442904132, 0.532093043428161] Predicted: 2.2968041281680214 Movie Vector: [0.5422205267914032, -0.5721203919979034] User Vector: [0.46245439007172406, 0.6468063200461891] Predicted: -0.11929882236985978 Movie Vector: [1.1734183544913979, -1.8856876350217036] User Vector: [2.055456825844831, -0.02349255185710928] Predicted: 2.456210380863011 Movie Vector: [2.2851324369109745, -0.3803971807793274] User Vector: [0.339650784096785, -0.27547215575703965] Predicted: 0.8809358553949912 Movie Vector: [0.7215054356214226, -0.007824548629860652] User Vector: [0.705178257894146, -1.0585974149347237] Predicted: 0.5170729931052732 Movie Vector: [1.0055821395747153, 0.32133847682859346] User Vector: [1.2234340542038198, -1.297788023271284] Predicted: 0.8132342072104597 Movie Vector: [-0.20730363867977403, 0.8127647877721333] User Vector: [1.6034168068671348, -0.45943837122430864] Predicted: -0.7058094686663614 Movie Vector: [1.6560268910933493, -0.7017925827077091] User Vector: [1.748628221424332, -0.6843838112411902] Predicted: 3.3760708396577295 Movie Vector: [0.10134779355979191, -0.05841178406720815] User Vector: [1.2016855960487696, -0.5614098258633886] Predicted: 0.1545811332336674 Movie Vector: [2.913140370732849, -0.16542875031568244] User Vector: [1.9030620387346555, -0.37484247757416767] Predicted: 5.605896575677415 Movie Vector: [1.6540493259736098, 1.1679244734681375] User Vector: [1.4194514960456182, -0.12290363644519686] Predicted: 2.204300625403911 Movie Vector: [0.28393552752938755, 0.4081282429180038] User Vector: [1.8288184465217914, -0.02921249067200906] Predicted: 0.5073440878794143 Movie Vector: [0.8740738514286419, -0.3599104054374654] User Vector: [2.0751445116567013, -0.4567025571298059] Predicted: 1.9782015580756969 Movie Vector: [2.65512055587066, 0.13654679317302326] User Vector: [1.6547021042663295, -0.47165733576037255] Predicted: 4.329030274205357 Movie Vector: [0.9197302889398699, 0.04813341900263564] User Vector: [1.8618302638944744, 0.4613118751471886] Predicted: 1.73458620434601 Movie Vector: [0.38429986343447864, -0.8800120213387436] User Vector: [1.7795488874169054, -0.754047910761574] Predicted: 1.3474516205448444 Movie Vector: [1.6072077832545653, -0.9850455207519319] User Vector: [1.6598356149275184, 0.5849732723390971] Predicted: 2.0914754175574073 Movie Vector: [0.5142909860805627, 0.10689720293939271] User Vector: [1.2221404571803938, -0.06059286576379071] Predicted: 0.622058612984023 Movie Vector: [0.39298737293495956, -0.24597138930549722] User Vector: [1.5649668282799176, -0.7655913410733857] Predicted: 0.8033257683801602 Movie Vector: [2.116557967734328, -0.08233620779568146] User Vector: [1.4604010315519722, 0.3379686612635274] Predicted: 3.0631963814965366 Movie Vector: [0.20114039074893045, -0.1050334168758416] User Vector: [0.755795200374898, 0.34416675011930464] Predicted: 0.11587193218948863 Movie Vector: [1.4228249946329568, 1.2985705540249644] User Vector: [-0.8324287410095799, 1.6765319514903472] Predicted: 0.9926946061281003 Movie Vector: [0.9831294749210912, -0.22674850588740902] User Vector: [1.1814924906898152, -0.6931516790384965] Predicted: 1.318731199570418 Movie Vector: [0.39178660440213964, 0.5802477353216511] User Vector: [1.644450192500084, -0.9486025652728415] Predicted: 0.09384906680817784 Movie Vector: [0.2867189289325089, 1.3667055957201004] User Vector: [1.6670863112430845, 0.6174290870955903] Predicted: 1.3218289898915607 Movie Vector: [-0.4483004844968725, 0.2817686761003882] User Vector: [1.9142030367102147, 0.4640527663068954] Predicted: -0.7273826151795572 Movie Vector: [0.6480832268378739, -0.9044060048425873] User Vector: [1.5899235564031513, 0.750853477298535] Predicted: 0.35132639523357023 Movie Vector: [1.630042962507756, -0.11371617971700984] User Vector: [0.5128411362929075, 0.1068905199336106] Predicted: 0.8237979035239197 Movie Vector: [1.2595842884623447, -0.7425586997792939] User Vector: [1.0509128411446256, 1.5463042958542372] Predicted: 0.17549159585643515 Movie Vector: [1.622315791164745, 0.32876431207224616] User Vector: [1.7446598094546348, -0.27703974726911795] Predicted: 2.7393083771611284 Movie Vector: [2.7759561658940126, -0.12348558206834259] User Vector: [0.2489252065781985, -0.6122143298114603] Predicted: 0.7666051049145394 Movie Vector: [1.2252438546125066, -0.3058617586385657] User Vector: [1.6604259933736816, -0.9249419240648544] Predicted: 2.317331107952985 Movie Vector: [1.6047171610187687, 0.31984353928217973] User Vector: [1.1749970717357638, -1.0381343837522232] Predicted: 1.5534973896113458 Movie Vector: [0.21236399045178336, -0.3246362180711379] User Vector: [1.5168652730450507, -0.8396367094413083] Predicted: 0.5947040482683021 Movie Vector: [0.22217459868762549, -0.5258058812626589] User Vector: [-0.9721095937867862, 1.4595931768389108] Predicted: -0.9834407355127173 Movie Vector: [1.981557892380941, -0.46661456570541576] User Vector: [0.5490587172702706, 0.7429438197945579] Predicted: 0.7413232267705 Movie Vector: [2.1952871518992234, -0.47466270825992085] User Vector: [0.3138292562931998, 0.3281502809464338] Predicted: 0.5331846331602619 Movie Vector: [1.134735898313248, -1.4488135473531363] User Vector: [2.2352856689658784, 0.05686691664511384] Predicted: 2.4540693323290834 Movie Vector: [1.6571871793927662, -0.10805856130323994] User Vector: [1.7395970051910292, -0.3465946925927135] Predicted: 2.920290378149532 Movie Vector: [1.5268447906008344, -0.08961779405841026] User Vector: [0.6011790525780145, 1.4168922135034119] Predicted: 0.7909283500543728 Movie Vector: [0.846272308208236, -0.2902168250529496] User Vector: [0.46557224339375675, -0.16907167969020748] Predicted: 0.44306834314058247 Movie Vector: [1.717659713870446, 0.20906383186824343] User Vector: [1.583154198232927, -0.6499966795539761] Predicted: 2.5834293906203754 Movie Vector: [0.8016438369751495, -0.10558644480326787] User Vector: [0.013007996808503508, 1.635989517941512] Predicted: -0.16231053646192703 Movie Vector: [1.393158335294937, -0.5460189732241323] User Vector: [1.5374886701554957, -0.31951907680199315] Predicted: 2.316428634489604 Movie Vector: [0.12667513395349433, 0.3812394561514022] User Vector: [0.645706892514925, -0.34745791517566627] Predicted: -0.05066965951304836 Movie Vector: [-0.5006866046784768, -0.04178040125122166] User Vector: [1.4498868964732132, -0.4473575074361486] Predicted: -0.7072481711995587 Movie Vector: [1.7408312706345492, -0.19838803756183576] User Vector: [1.4477718619027014, -0.12786535414692213] Predicted: 2.5456934866263836 Movie Vector: [1.7409593623960997, -0.30341453007942787] User Vector: [2.4866352835285586, 1.053804631467887] Predicted: 4.00939134067117 Movie Vector: [-0.5722955871144226, -0.005468552298099352] User Vector: [1.7105747764668424, -0.5468538521751589] Predicted: -0.9759638971111768 Movie Vector: [0.9104954696151968, -0.273354417043282] User Vector: [-0.15686282058975887, 0.7250606021699311] Predicted: -0.3410214057252494 Movie Vector: [0.5512120116548279, -1.0505683915058217] User Vector: [1.634688712572864, -0.07225193729487193] Predicted: 0.9769656552337822 Movie Vector: [0.5960400218812003, -0.8692358594324491] User Vector: [1.1384359833155178, 0.8530487584249473] Predicted: -0.06294716226156571 Movie Vector: [1.6890417452876716, -0.3239055851446412] User Vector: [0.8598062736417921, 0.9632098517248252] Predicted: 1.1402596384012091 Movie Vector: [1.2001586934920736, -0.07064782840799644] User Vector: [1.3602579153635241, 0.283304824414493] Predicted: 1.6125104918925461 Movie Vector: [-0.4760977540231291, -0.36250178218427115] User Vector: [2.3605572308771734, -0.036029566273645404] Predicted: -1.1107952138781565 Movie Vector: [1.1432967236341236, -0.5428587336586481] User Vector: [0.6538483122845197, -0.44336681536151773] Predicted: 0.9882281811220137 Movie Vector: [2.0521074684500236, -0.25437489562361526] User Vector: [-0.6337333912967529, 0.3051312725891725] Predicted: -1.3781067609025994 Movie Vector: [0.2800165581468458, 0.14040530874429114] User Vector: [1.8351131597552208, -0.02016448504204671] Predicted: 0.5110308700566414 Movie Vector: [0.5489826202392578, 1.2262821197509766] User Vector: [0.676317263529596, 0.13130857282771902] Predicted: 0.532307778474173 Movie Vector: [1.0380257050542698, 1.3870623724461435] User Vector: [1.4843037573230413, -1.6426083159027127] Predicted: -0.7376547334458294 Movie Vector: [1.8016798469575497, -0.33684669141651646] User Vector: [1.6925429421724172, -0.362887711709893] Predicted: 3.171658034067469 Movie Vector: [1.428881575333483, 0.8809392253431904] User Vector: [1.289990573048807, -0.4271025339808789] Predicted: 1.4669923867560928 Movie Vector: [1.0336265930545279, -0.41415385385659786] User Vector: [0.7731170984545682, -1.2305567382074736] Predicted: 1.3087542080256271 Movie Vector: [1.9493551225544354, -0.23011071085437051] User Vector: [1.5302607001900306, 0.15745406563604528] Predicted: 2.946789667788752 Movie Vector: [1.7782813185912296, -0.6645572877446293] User Vector: [-1.139414196137691, 0.6135768936706427] Predicted: -2.433955975409836 Movie Vector: [0.10002594419364799, -0.04985665888569635] User Vector: [2.225140249585781, 0.43615576115893073] Predicted: 0.20082648542297526 Movie Vector: [0.25771904065691176, 0.1916886084074056] User Vector: [-1.0506681228836507, -1.0715542252520096] Predicted: -0.4761819189500061 Movie Vector: [-0.6069551489016107, 2.5046049076619386] User Vector: [1.651899164123593, -0.47892830223243565] Predicted: -2.2021548793206405 Movie Vector: [0.6029202749650848, 0.38984716972282946] User Vector: [0.7025828421239121, -0.5201495965306205] Predicted: 0.22082259231916576 Movie Vector: [0.8754678484439236, -0.03617621405201368] User Vector: [2.188688921888324, 0.8634462828858472] Predicted: 1.8848905638065276 Movie Vector: [1.2902377483129324, -1.4448574933843457] User Vector: [1.3119872389257226, 0.07313010800292112] Predicted: 1.5871128764267985 Movie Vector: [1.3294575497043812, 0.5572977592549485] User Vector: [1.8399874937935614, -0.5353702857940486] Predicted: 2.147824604340789 Movie Vector: [1.728396968498327, 0.22678173547892916] User Vector: [1.493814198157533, 0.31726510175162537] Predicted: 2.653853861977372 Movie Vector: [0.7359331799371318, -0.10745763810523686] User Vector: [1.215948324683977, -1.020992681793148] Predicted: 1.0045701793321307 Movie Vector: [0.18838384027801064, -0.110889220472012] User Vector: [0.6974243820757148, -0.18858977984370318] Predicted: 0.15229605707479832 Movie Vector: [1.356770361880358, -0.9471401945770097] User Vector: [0.18354053107195467, 0.23296292348357042] Predicted: 0.028373804084751097 Movie Vector: [1.6208812441325051, -0.9512326745452923] User Vector: [0.7143299438193063, -0.5224820153682773] Predicted: 1.6548459729395204 Movie Vector: [1.5598822563423447, -0.4984810677292182] User Vector: [1.3821533232562033, -0.27999726394879076] Predicted: 2.2955697795864096 Movie Vector: [0.4414117566915981, 0.49312894115988437] User Vector: [1.083284550535579, -0.4673778589548595] Predicted: 0.24769698774079457 Movie Vector: [1.9585760012743838, 1.4992238573124061] User Vector: [1.856153562954816, -0.14896823958783045] Predicted: 3.412081084311338 Movie Vector: [1.0548524441628389, 0.3323520492794155] User Vector: [1.425453257583657, -0.22475710807948507] Predicted: 1.4289443673416693 Movie Vector: [-0.04108782740182215, 0.3804876501988222] User Vector: [0.6872592769958731, -1.0002128181474292] Predicted: -0.40880661542916474 Movie Vector: [1.5950442738785777, 0.6297200297851974] User Vector: [1.9280348952126984, -1.2043704077770376] Predicted: 2.316884850389332 Movie Vector: [1.1071840913735982, 0.4885097941860446] User Vector: [1.9035450703948653, -0.8749045267625862] Predicted: 1.6801753888526012 Movie Vector: [1.227557877442633, 0.47539344913857207] User Vector: [0.19040949088271375, 0.1258688222932502] Predicted: 0.29357588404191465 Movie Vector: [-0.39639468133353906, 0.23257418002884958] User Vector: [1.2743517643387052, 1.1337196513793932] Predicted: -0.24147234322971878 Movie Vector: [2.705082031643373, 0.12230574247703564] User Vector: [1.245400375270166, -0.6391905709728187] Predicted: 3.2907334999780886 Movie Vector: [1.7749263946173308, -0.049313492578765813] User Vector: [1.7175065961694373, 0.7738577871743525] Predicted: 3.0102861602256605 Movie Vector: [1.6490760634862607, -1.2838359550879639] User Vector: [2.059644227013985, -0.26562979961145644] Predicted: 3.7375350815504236 Movie Vector: [1.9626793842276167, -0.13352513444388558] User Vector: [1.8941154059842429, -0.052216427931875045] Predicted: 3.724513464232979 Movie Vector: [-0.25130792058359985, -2.182192345401467] User Vector: [1.075265823896008, 0.5335819144003788] Predicted: -1.4346011875270848 Movie Vector: [-0.6694963488588015, -1.7334925238313303] User Vector: [-0.14435718520026353, 0.9664329605002355] Predicted: -1.5786577033882274 Movie Vector: [0.9025384002451475, -0.23832530948876648] User Vector: [1.9467602116489129, -0.03309345790136985] Predicted: 1.764912855678912 Movie Vector: [1.0291070261208382, 0.31340749502086074] User Vector: [1.546235316902208, -0.2984295778888166] Predicted: 1.4977115622139763 Movie Vector: [0.9884395464458746, -0.12375931347814495] User Vector: [1.8528370558575693, -1.5226429406631314] Predicted: 2.0198586641387783 Movie Vector: [-0.4655642666590285, -0.1197622997470207] User Vector: [-0.5884916515220644, -0.607440610405855] Predicted: 0.3467291686377697 Movie Vector: [1.9614596082672624, -1.1155270240964528] User Vector: [1.7982071340241563, -0.6988148690286263] Predicted: 4.306657531928274 Movie Vector: [1.4628154077214282, -0.9937208928445571] User Vector: [1.6978512479446066, 0.22506057759927411] Predicted: 2.2599955673963628 Movie Vector: [2.51706598731887, 0.15089760588996623] User Vector: [1.9409133060338521, -1.533670682617346] Predicted: 4.653979632721842 Movie Vector: [0.5456242479915624, -0.6559094121839111] User Vector: [1.8866849014623823, -0.4457838544984875] Predicted: 1.3218148565226284 Movie Vector: [0.9291223135085381, -0.06974944146582439] User Vector: [1.9628493226394648, 0.1746912598458393] Predicted: 1.811542485916238 Movie Vector: [-0.002423647094243031, -0.6630923167468019] User Vector: [2.0892683956758855, -0.5497687661950195] Predicted: 0.35948379557501264 Movie Vector: [1.6776663324920178, 0.6355200105826616] User Vector: [1.6825571694888386, -1.2999617499809641] Predicted: 1.9966178106395327 Movie Vector: [2.1811729577333105, -1.1105800813369107] User Vector: [2.4966538682990738, -0.3309330439228803] Predicted: 5.813161549191146 Movie Vector: [-1.457002405184237, 1.0546067289245824] User Vector: [1.998743019634741, 0.9200871656575794] Predicted: -1.9418432708533921 Movie Vector: [1.3058991729964624, 0.3971766667745794] User Vector: [0.773037729888639, 0.07297140037695328] Predicted: 1.0384918697282277 Movie Vector: [1.8204756756964102, -0.5885497327951318] User Vector: [1.7986120452811816, -0.719443623708626] Predicted: 3.697757830943835 Movie Vector: [0.23119605461222986, -1.2415224405851344] User Vector: [0.23344030628123402, -0.140597477776856] Predicted: 0.22852540154932827 Movie Vector: [0.5602247356334569, -1.5186345154298062] User Vector: [0.9608129206990629, -0.04260018657401754] Predicted: 0.6029652781868946 Movie Vector: [1.7223062023349283, -0.28664061776485733] User Vector: [0.8234336086362201, 0.8810130215676812] Predicted: 1.16567069460415 Movie Vector: [1.1386406025617168, 0.1696620319222955] User Vector: [1.8188350804547957, 0.5239940416473565] Predicted: 2.1599013657905037 Movie Vector: [1.4791377573391866, -1.3636793385694774] User Vector: [1.3579294723480073, -0.03055978215014389] Predicted: 2.0502384978629524 Movie Vector: [2.0745472910504668, 1.0490226084928251] User Vector: [1.048475481163436, -0.2510300418540084] Predicted: 1.9117757798646862 Movie Vector: [1.98929097663881, -0.5478071149797439] User Vector: [0.03216723658869014, -0.7374566148841943] Predicted: 0.46797397411172564 Movie Vector: [0.7239857581918846, -0.9638209868571308] User Vector:
avg loss: 13.319303131681375: 44%|███████████████████▉ | 30984/70000 [00:50<01:00, 641.06it/s]
[1.9715944413344584, -0.646904585610563] Predicted: 2.050906512562009 Movie Vector: [1.3630966234855313, 0.19885786380566792] User Vector: [1.9930047829058004, -0.9487414772157163] Predicted: 2.5279933867064597 Movie Vector: [1.4917326442439203, -1.4336261772066548] User Vector: [1.1859342765297576, 0.5632880171432326] Predicted: 0.9615524275438667 Movie Vector: [0.24957369163247345, 0.19529492651431157] User Vector: [1.5302948145684474, -0.860166157778147] Predicted: 0.21393523958449787 Movie Vector: [1.006254882936906, -0.21611310988106283] User Vector: [0.6219905161468897, 0.3549696975389639] Predicted: 0.5491673887645685 Movie Vector: [0.8396884766860259, -0.9307097213295913] User Vector: [1.9736220613389646, 0.7724187506078525] Predicted: 0.9383300621116641 Movie Vector: [2.2392549237800172, -0.786158745062975] User Vector: [0.8498182892584294, 0.25414422388846336] Predicted: 1.7031620844230908 Movie Vector: [1.3813139851369107, -0.9159876519024747] User Vector: [0.5126708666524399, -0.4007051269297135] Predicted: 1.0752003862009067 Movie Vector: [-0.37071335263222766, -0.0016751952682123906] User Vector: [1.4746566313434362, -0.7142877618571201] Predicted: -0.5454783323078671 Movie Vector: [2.1872403037268593, -0.9027353168712606] User Vector: [1.48336105622472, -0.13192115814071095] Predicted: 3.3635569756497294 Movie Vector: [0.5027955225461364, -0.2843759446132148] User Vector: [1.594965411889457, -0.17134896348726925] Predicted: 0.8506689910641606 Movie Vector: [1.2874282259044274, -0.41689552904450194] User Vector: [1.3432679403550114, 0.38678341190248794] Predicted: 1.5681127862348214 Movie Vector: [0.18553903074553468, -0.34086579783604537] User Vector: [1.9194457609688087, -0.9390194807447158] Predicted: 0.6762117305464146 Movie Vector: [1.203900227357376, -1.1092309862529681] User Vector: [1.7755929414469727, 0.4277845777622551] Predicted: 1.6631248368071265 Movie Vector: [2.393473195860916, -0.2820642066089105] User Vector: [0.9091378216661551, -0.9810738156376104] Predicted: 2.4527228149339226 Movie Vector: [1.6779224152050838, 0.6353221583266706] User Vector: [1.819834417450807, -0.176769320261433] Predicted: 2.941235494927963 Movie Vector: [0.5681359505420909, 0.13723941178181037] User Vector: [1.6005509170580847, -0.33154783578358116] Predicted: 0.8638290866933394 Movie Vector: [0.9231330236926982, -0.23867540258188494] User Vector: [2.1396440551846583, -0.6314223630182765] Predicted: 2.1258810729813122 Movie Vector: [0.8127587136137473, 0.3107846511616049] User Vector: [1.338850001977653, 0.16142271395704252] Predicted: 1.1383297071758194 Movie Vector: [0.10786328558818116, -1.9429502563965337] User Vector: [0.98203739383894, -0.810344907392717] Predicted: 1.6803856254582277 Movie Vector: [1.2248293889763622, 0.9789669171907542] User Vector: [1.749479368190399, -0.4112168236614504] Predicted: 1.7402460794105747 Movie Vector: [0.4160323759569795, -0.48780613450715876] User Vector: [1.0671059438397341, -0.055324057363303564] Predicted: 0.47093803578110516 Movie Vector: [-0.24203606054438204, -1.0240981938434692] User Vector: [1.7993162120183168, -0.8060801804672475] Predicted: 0.39000584927897247 Movie Vector: [1.8122604035228875, 0.8213163874842214] User Vector: [0.9960323240454957, -0.13807151822498423] Predicted: 1.6916695409335236 Movie Vector: [1.6745101709041874, -1.113356196021987] User Vector: [0.967884732430642, -0.14551332030170727] Predicted: 1.782740985479626 Movie Vector: [0.6863764097917274, -0.2525508764711271] User Vector: [1.6042963129619983, -0.06119738529747085] Predicted: 1.1166065968275796 Movie Vector: [1.7212923014564854, 0.3130475360863453] User Vector: [1.2867824998631832, 0.22841697045981674] Predicted: 2.286434180466181 Movie Vector: [0.6540524031796433, 0.7920697675512068] User Vector: [-1.086307414352316, 0.5636862661421767] Predicted: -0.2640231251539552 Movie Vector: [0.5147698844859606, -0.9325378647768063] User Vector: [0.06902431845132814, 0.12605063971763908] Predicted: -0.0820153539801253 Movie Vector: [1.573547324461191, -0.33382154717386686] User Vector: [1.6238786413453956, -0.5483571124896659] Predicted: 2.7383033110338157 Movie Vector: [1.309605041425901, 0.4627814566745843] User Vector: [1.0520129163756984, -1.1448825992521698] Predicted: 0.8478909819274758 Movie Vector: [0.5854971108758315, -0.49659202570177824] User Vector: [0.6344302829405095, -1.4511434967244465] Predicted: 1.0920833863361592 Movie Vector: [0.39009808002504653, 0.5704468018351408] User Vector: [1.9239297600508338, 0.35810044087609527] Predicted: 0.9547985567324012 Movie Vector: [1.0924654898304405, -0.5078066795941574] User Vector: [-0.5365388018138849, -0.5660986517770619] Predicted: -0.2986814482550045 Movie Vector: [1.2666543242803519, -0.5893397432123602] User Vector: [1.7210289671064785, -0.4990730057175221] Predicted: 2.4740723404309537 Movie Vector: [0.40494766184636466, -0.2884087625962993] User Vector: [1.1263783156041431, 0.8717577112215907] Predicted: 0.2047017024811434 Movie Vector: [1.6285620507350078, 0.8205954198208205] User Vector: [1.8311199763847246, -0.23257952085031747] Predicted: 2.7912388143290547 Movie Vector: [1.0227915539537347, -0.8590484580380648] User Vector: [0.35989063446085184, -0.42043720616662766] Predicted: 0.7292690349328836 Movie Vector: [2.0575327314072536, -0.6369491319539369] User Vector: [1.5152289945095485, -1.1537856154668718] Predicted: 3.8525359980132605 Movie Vector: [1.3256074903179216, 0.982028107407289] User Vector: [1.770913025110599, 0.49543403894292376] Predicted: 2.8340657223964483 Movie Vector: [1.4825016148962615, -0.4532315155247292] User Vector: [1.2006159139148234, 0.6226450962128893] Predicted: 1.4977126506582679 Movie Vector: [1.920059500026688, 0.25542214285963744] User Vector: [1.565923577497932, -0.3813259029487935] Predicted: 2.909267362031615 Movie Vector: [1.2337187270571828, 1.4782444784826727] User Vector: [1.9001511346729134, -0.38679800799730935] Predicted: 1.772470019474809 Movie Vector: [1.8244530542519335, -0.9084821093317751] User Vector: [0.26176412589008724, 0.9162628438334299] Predicted: -0.354832042094368 Movie Vector: [1.6876030272758853, -1.2707626687320093] User Vector: [2.2286937941031244, -0.12088319699362715] Predicted: 3.9147642478158904 Movie Vector: [1.6501688706823752, 0.4206442115968878] User Vector: [1.2491602298421023, -0.17546992611134332] Predicted: 1.987514917051808 Movie Vector: [-0.32884918674689734, -0.11277775697839484] User Vector: [1.2101019069140866, -0.5662605652395484] Predicted: -0.33407943155653275 Movie Vector: [1.992956149248866, -0.6318337853630049] User Vector: [1.7348698522759212, -0.4675344913635677] Predicted: 3.752923627705779 Movie Vector: [2.0234627195468766, -0.659912633389544] User Vector: [1.010290580837447, -0.11330673865066584] Predicted: 2.119057874517676 Movie Vector: [1.1988260287894157, 1.6028656419648455] User Vector: [1.105641085160271, -0.8545906086554985] Predicted: -0.04432261317061603 Movie Vector: [2.0149991356043295, -0.6806015238199058] User Vector: [1.69264758027422, -0.6366697639670784] Predicted: 3.844001822661367 Movie Vector: [1.1810280402898905, 0.13522988528021368] User Vector: [1.8908739547797246, -0.7990017241322251] Predicted: 2.1251262497555996 Movie Vector: [2.189597201876623, -0.09631477213180205] User Vector: [1.4891993983584566, 0.27571463170523297] Predicted: 3.234191443755934 Movie Vector: [0.8077954913794706, 1.0419408649093678] User Vector: [-0.27036677196541276, 1.4365166817618396] Predicted: 1.2783643744391842 Movie Vector: [1.276046692561854, -0.3761587444368402] User Vector: [2.3308030653154863, -1.0438063735869412] Predicted: 3.366850437432493 Movie Vector: [-1.8261121814210015, -0.03635227878236322] User Vector: [2.010620568871371, -0.4638422927289147] Predicted: -3.654756988695303 Movie Vector: [0.5481144775454868, -0.03259942681122305] User Vector: [-0.14577971243929794, -3.1113276753939605] Predicted: 0.021523527919341062 Movie Vector: [0.6729481213826523, 0.6517254115588041] User Vector: [1.178841493265165, -1.1000645726683949] Predicted: 0.07635913193714361 Movie Vector: [1.318758153188812, -0.6111327689390279] User Vector: [1.5542691349310482, -0.21157357878788197] Predicted: 2.179004640979019 Movie Vector: [-0.17213103487512216, 0.38181392119959084] User Vector: [1.063189638902792, 0.1517378092855814] Predicted: -0.12507232485528152 Movie Vector: [2.4567741652904282, -0.35037389753999143] User Vector: [1.5822324984551788, 0.8922277796373229] Predicted: 3.574574601042629 Movie Vector: [0.5533285208946394, 0.262435338415977] User Vector: [1.5489965306263955, -0.7330003300947281] Predicted: 0.6647387694749984 Movie Vector: [0.9690585792739468, -1.1284130680168873] User Vector: [1.6292653342789367, 0.8855201716557889] Predicted: 0.5796210164076888 Movie Vector: [0.30828799869075063, -0.3777334311627817] User Vector: [1.5720309151012652, -0.9990554791697681] Predicted: 0.8620149187653319 Movie Vector: [2.0261735163059313, -1.1603655309159098] User Vector: [-0.5039018404644773, -0.4758093452589579] Predicted: -0.46887980044077826 Movie Vector: [1.8864234708272525, -0.3600139688777344] User Vector: [0.6772586519259667, -0.9076035327706273] Predicted: 1.6043465668141745 Movie Vector: [0.729658348462628, -0.5512647334093355] User Vector: [1.9021943457592894, 0.31113853237142275] Predicted: 1.216432284680568 Movie Vector: [1.0831934091352478, 0.847775294399422] User Vector: [2.142099056252165, -0.4615287808272569] Predicted: 1.9290348814075458 Movie Vector: [1.6762335795961454, -0.48698679576463566] User Vector: [1.6641867145113651, 0.39845640563970486] Predicted: 2.5955226453473603 Movie Vector: [2.067587609322806, -0.6446055149470534] User Vector: [2.1314234760277917, -0.10304816111957754] Predicted: 4.47333018221764 Movie Vector: [1.148959282563435, -0.01346988707940261] User Vector: [1.8366956061930624, -0.25838857863381404] Predicted: 2.113768930955799 Movie Vector: [0.8106050065499013, -0.1462482250119137] User Vector: [1.1807879262545176, 0.5921190555140183] Predicted: 0.8705562438309317 Movie Vector: [1.072587113289458, -0.49293691464036615] User Vector: [1.6980656072858895, -0.9343380279198747] Predicted: 2.28189299260887 Movie Vector: [2.272515358270068, 0.5908555123438224] User Vector: [1.6366450085551603, -0.07575626710474734] Predicted: 3.6745399099642175 Movie Vector: [1.7964426456473055, -1.2766660732567203] User Vector: [1.13795500137708, -0.4063020467964651] Predicted: 2.562982931941236 Movie Vector: [2.3061080581347824, -1.300371903040671] User Vector: [1.4085174074653728, -0.5867504128965958] Predicted: 4.011187094407255 Movie Vector: [3.0164605793597126, -0.2361329415998999] User Vector: [1.2476909875974087, 0.7148724057217735] Predicted: 3.594805755278292 Movie Vector: [-0.4732529597677224, -0.04829591946727618] User Vector: [-0.7516950597302132, -0.413345032735693] Predicted: 0.37570479027329995 Movie Vector: [0.8554128772826692, -0.6748835238492238] User Vector: [1.518985562645244, 0.23766245597586738] Predicted: 1.138965334917548 Movie Vector: [2.823377107339393, -0.24011410790183274] User Vector: [1.4920870128760166, -0.20301697642678643] Predicted: 4.261471554496209 Movie Vector: [1.3304179214255774, 0.9796034242076933] User Vector: [2.2430183414611435, -0.30147806125867227] Predicted: 2.6888228584336886 Movie Vector: [1.1763714153886136, -0.14734029200820267] User Vector: [0.41143694666087005, 0.2640679640986089] Predicted: 0.4450948123463166 Movie Vector: [1.384606052589718, 0.32882917636935055] User Vector: [1.5289553372361384, -0.04895018603379586] Predicted: 2.100904564719891 Movie Vector: [2.1055472921399425, 0.42915672118307835] User Vector: [2.311108915434351, -0.18294166562282624] Predicted: 4.787638473346814 Movie Vector: [0.9130915623825486, -0.06701917713412799] User Vector: [2.237739798404865, 0.4298756764004143] Predicted: 2.014451414628775 Movie Vector: [0.9073001854390892, -0.11570862107765947] User Vector: [-0.07675128049107299, 0.2486169891792133] Predicted: -0.09840358001664423 Movie Vector: [1.7229000017394622, 0.28701182455734237] User Vector: [1.6057902939422841, -0.42894487681826515] Predicted: 2.643503848496238 Movie Vector: [1.1089314266778716, -0.34873042439131624] User Vector: [0.9066836296071367, -0.16976187409403368] Predicted: 1.0646511013239905 Movie Vector: [0.5742476120838018, -0.7018810267779109] User Vector: [0.9247821964207712, -0.6517589180138398] Predicted: 0.9885111865794554 Movie Vector: [1.8449555922971952, 0.10551602178815117] User Vector: [1.7974676700386087, -0.6720745994134153] Predicted: 3.245333391736172 Movie Vector: [0.5435572446832049, -0.6157984407106909] User Vector: [1.1583972781624536, -0.4861098358026753] Predicted: 0.9290009116679248 Movie Vector: [0.03617533483423545, -0.9017509370249555] User Vector: [0.06197109009661947, 0.6593609714949338] Predicted: -0.5923375489489536 Movie Vector: [0.8451184595730813, -0.19913700408225377] User Vector: [1.0496955639678143, -0.31288330157767974] Predicted: 0.9494237413447194 Movie Vector: [1.585260491752854, -0.38604105523766385] User Vector: [1.1210706966582804, 0.6517050644964238] Predicted: 1.5256041730722911 Movie Vector: [0.916272126559634, -1.0632337709648167] User Vector: [0.018435844669641904, 0.8653367653758945] Predicted: -0.9031630216047333 Movie Vector: [1.629656922426695, -0.7270436300985683] User Vector: [1.6016910964878686, -1.0353969589927006] Predicted: 3.3629857466397297 Movie Vector: [1.6543124169439793, 0.5926974645769101] User Vector: [1.514551941854092, 0.41048931170749275] Predicted: 2.7488380578007923 Movie Vector: [-0.3201464884717007, 0.029436360154263513] User Vector: [1.3612181361273759, -0.46097194421951054] Predicted: -0.4493585424962294 Movie Vector: [2.3013639215473773, -0.1508567733690399] User Vector: [1.2604771254973868, -0.5573084906683263] Predicted: 2.984890341228825 Movie Vector: [0.5779436321497234, 0.135207789059653] User Vector: [1.3097907517559353, -0.15829237680275698] Predicted: 0.7355828621334437 Movie Vector: [0.8286128158987994, -0.4099206703574871] User Vector: [1.8242715200633532, -0.17508927261264157] Predicted: 1.5833874732054571 Movie Vector: [1.8428648282572486, -0.5227986312055585] User Vector: [0.9928624084758544, -0.7643697363515809] Predicted: 2.2293226637784938 Movie Vector: [1.4464665069902456, 0.32684868637249115] User Vector: [0.2348775933910076, 0.46662588666921817] Predicted: 0.49225863016779886 Movie Vector: [1.4759851057615063, 0.5331213991261292] User Vector: [1.615214977488636, -0.13272886180878438] Predicted: 2.313272652864216 Movie Vector: [2.488210332801647, -0.1130624064766037] User Vector: [1.6676106073918278, 0.12040376535449898] Predicted: 4.135752804942153 Movie Vector: [1.1753366255109188, -0.7288872216596403] User Vector: [2.019842848234602, -0.7850226517147513] Predicted: 2.9461882568546685 Movie Vector: [1.4477582896272467, 0.2953423726236919] User Vector: [1.11091645297133, -0.9246826888553781] Predicted: 1.335240524621938 Movie Vector: [1.4394239219138891, -0.44413885680041276] User Vector: [1.3663592689939852, -0.4543275716620245] Predicted: 2.1685547460095957 Movie Vector: [1.8403747559189543, 0.049145599555188185] User Vector: [1.2137613331087682, 0.8095224390495508] Predicted: 2.273560182784382 Movie Vector: [0.5816697693713816, -0.5831655723130242] User Vector: [1.4112500798067826, 0.48360610915705354] Predicted: 0.5388590750259072 Movie Vector: [0.6056887478880063, 0.2315466189117984] User Vector: [1.5803432117088345, -0.33631500888245636] Predicted: 0.8793234979372103 Movie Vector: [2.8605230621018696, 0.6947342203645913] User Vector: [1.4477223902538403, 0.5598973383243709] Predicted: 4.530223125667345 Movie Vector: [1.1285848261656426, -0.42840138006866074] User Vector: [1.5497935486082088, 0.06714346678394899] Predicted: 1.720309128815792 Movie Vector: [1.832618964904774, -0.514910702523227] User Vector: [0.5399431248130595, -1.0850709898345754] Predicted: 1.5482246761656528 Movie Vector: [2.1969783093800834, -0.6178597694918787] User Vector: [1.9607571240681951, 0.26689372322178484] Predicted: 4.142837977231657 Movie Vector: [0.7907065663233231, -0.7595629574955698] User Vector: [1.564919192774981, -0.2646715477887729] Predicted: 1.4384265850959423 Movie Vector: [1.1939053492294236, -0.6204454857981239] User Vector: [1.6024069186222294, -0.1381395966467043] Predicted: 1.9988302809347387 Movie Vector: [0.992955495257966, 0.7962628428645528] User Vector: [1.6040322786651295, -0.33070687506160124] Predicted: 1.3294030691802943 Movie Vector: [0.8902941126394694, -0.885570526986072] User Vector: [1.2645958371262136, 0.2243819323097535] Predicted: 0.9271562026201479 Movie Vector: [1.8914174390521252, 0.35588658786676536] User Vector: [1.6444292924172412, -0.1983985291864982] Predicted: 3.039694865376149 Movie Vector: [1.8303604786772012, -0.633136269226695] User Vector: [1.6161692759050625, 0.09947552122015253] Predicted: 2.895190809084268 Movie Vector: [0.9622004513155842, -0.4211537750197833] User Vector: [1.1363390694734858, 0.9902490645289543] Predicted: 0.6763388337587408 Movie Vector: [1.6484891551253558, 0.05822540850868263] User Vector: [1.7808113925687281, 0.5027668845494293] Predicted: 2.964922075210759 Movie Vector: [1.0101135036955164, 0.26944435150430235] User Vector: [0.776575022214473, -0.15940289937715602] Predicted: 0.7414787057209016 Movie Vector: [1.807152364418149, -0.08496098000742636] User Vector: [2.403520589282845, -0.7617927420466373] Predicted: 4.408250573777023
avg loss: 13.291519109842275: 44%|████████████████████ | 31139/70000 [00:50<00:56, 692.02it/s]
Movie Vector: [2.1947326493346657, -1.0655632802724728] User Vector: [1.3142602435807669, 0.04713511737882436] Predicted: 2.8342244160190315 Movie Vector: [1.2950654605603664, 0.9438194333759802] User Vector: [1.2066257546722834, 0.6914790217173911] Predicted: 2.2152906771673457 Movie Vector: [0.93180367259321, 1.5017068501978639] User Vector: [1.6140398077417042, -0.6902717044863768] Predicted: 0.46738247344041084 Movie Vector: [1.8185789507004186, 0.16762935320797054] User Vector: [1.4758854648022612, 1.0152848515763988] Predicted: 2.854205782925698 Movie Vector: [0.5476848766609642, -0.3216503539954204] User Vector: [1.0219829508557934, -0.5934354804907117] Predicted: 0.7506033387623432 Movie Vector: [0.8609677240856715, -0.23064362966407917] User Vector: [1.6671687985509311, 0.6430570432126881] Predicted: 1.2870615156274134 Movie Vector: [0.500851582700024, -1.2361448206137193] User Vector: [1.2370925933452177, -0.26510611843834564] Predicted: 0.9473093385439976 Movie Vector: [0.05873692806216854, -0.867260359453367] User Vector: [0.6949304435216466, 0.6077524733659988] Predicted: -0.4862615490407271 Movie Vector: [1.2828229683083099, 0.8047638441150332] User Vector: [1.0721992819980832, -0.5791361468255927] Predicted: 0.9093740337654876 Movie Vector: [1.2182973939934776, 0.5824429743712536] User Vector: [1.7132189165595884, -0.5673102818245336] Predicted: 1.7567842534476001 Movie Vector: [1.7618470052467654, 0.1286025545889667] User Vector: [1.6353210140947807, 0.979010899262097] Predicted: 3.0070887339155403 Movie Vector: [-0.41541099548339844, -0.08324623107910156] User Vector: [0.611423110166266, 0.9532891954127247] Predicted: -0.33334961550226266 Movie Vector: [0.3862563801891624, -0.4390595082724789] User Vector: [1.7599975176910216, -0.9724446624964977] Predicted: 1.1067713456631543 Movie Vector: [1.755169053770015, 0.0037911726497132803] User Vector: [1.5031522719123904, 0.5413517867532573] Predicted: 2.6403387088525307 Movie Vector: [-0.998433751696438, -0.7157908134603311] User Vector: [1.3243449413081139, -0.1563046065851775] Predicted: -1.210389286795258 Movie Vector: [0.48479281068012775, -0.6958314862725868] User Vector: [1.4715723702244947, 0.07130637545106497] Predicted: 0.6637904842695247 Movie Vector: [1.117053603225555, -0.4030466438358412] User Vector: [0.39515274631366004, 0.20515926079375657] Predicted: 0.35871804757938186 Movie Vector: [1.8457733226613477, 0.47885444012322415] User Vector: [1.537125784801737, -0.005315104224843881] Predicted: 2.83464060590415 Movie Vector: [0.7062242089043614, -0.48486200212430464] User Vector: [0.9593577754675844, -0.687776481822365] Predicted: 1.010998368026245 Movie Vector: [2.04677324883385, 0.27575683223414016] User Vector: [1.006433466946659, -0.4924007511796079] Predicted: 1.9241582255425287 Movie Vector: [1.4500590081584808, 0.027884157149407486] User Vector: [1.9366796002808107, -0.47613935595265394] Predicted: 2.795022955677554 Movie Vector: [-1.0450800533867097, 0.1985592192611465] User Vector: [1.9563080945308318, -0.03561468264059176] Predicted: -2.0515701914524835 Movie Vector: [1.6775812759135678, -0.26795825164108966] User Vector: [1.7895344560244537, 0.0395071244844825] Predicted: 2.991503236024567 Movie Vector: [2.0620721123907924, -0.35766894608336397] User Vector: [1.4180709041929074, -0.1300838374308282] Predicted: 2.970691413965353 Movie Vector: [1.9085042405162023, 0.21640123787311769] User Vector: [1.365603279027348, -0.5641996182165349] Predicted: 2.4841661530969255 Movie Vector: [1.44045258063211, -0.5558476073477595] User Vector: [1.9905164859766193, -0.7875924708350056] Predicted: 3.305025999494528 Movie Vector: [1.0211511859878972, -0.06406828665208164] User Vector: [0.7041451967431825, 0.4716951333783707] Predicted: 0.6888180037443048 Movie Vector: [0.4100502588158359, -0.5957596149169878] User Vector: [1.7908337288068108, -0.7798891795907283] Predicted: 1.198958311304259 Movie Vector: [0.6945996547238007, -0.6094272323879519] User Vector: [-0.20738166535921926, -0.49746175818467725] Predicted: 0.15911950935477198 Movie Vector: [2.874841361656359, 0.6124431860258565] User Vector: [1.7187398084891874, 0.0095219298560041] Predicted: 4.946935932428172 Movie Vector: [2.1796375198401288, 0.09517961647628265] User Vector: [1.9431453587576164, -0.6637430546103325] Predicted: 4.172177721074701 Movie Vector: [1.893581273325904, 0.36076484589920443] User Vector: [1.307577430372721, 0.18162838419387986] Predicted: 2.5415292716120175 Movie Vector: [-1.3563940927031117, -0.8708223250836012] User Vector: [1.6038137638764367, -0.789905696640526] Predicted: -1.4875359997726572 Movie Vector: [1.2491445777299606, 0.500517465339794] User Vector: [1.2110096295266344, 1.4519229478898932] Predicted: 2.2394389060484947 Movie Vector: [2.2372572981178878, -0.9911423444842841] User Vector: [1.8435284317237106, 0.29171810301362877] Predicted: 3.8353132736122593 Movie Vector: [1.76978307657653, 0.7377805739691607] User Vector: [1.5615845956007293, -0.8356814637089214] Predicted: 2.1471164399862186 Movie Vector: [0.9195102413830307, -0.9112440000915558] User Vector: [1.3686824976971659, -0.14451486924036938] Predicted: 1.3902058813535527 Movie Vector: [0.7288338538890979, -0.308659501795891] User Vector: [1.879076770481351, 0.0018796554129582067] Predicted: 1.3689545908800913 Movie Vector: [2.4627848946782875, -0.4615606760233436] User Vector: [1.9929896854601319, -0.15101705179053626] Predicted: 4.978008425116336 Movie Vector: [0.7336773697050116, -0.8990341709828653] User Vector: [1.9184465344814425, -0.053871724884534775] Predicted: 1.4559533288590243 Movie Vector: [0.9148683075914367, -0.7746894300843815] User Vector: [1.3675922024261937, 0.28106382075048975] Predicted: 1.0334295925943615 Movie Vector: [1.5517939221005188, 0.49240711188885367] User Vector: [0.9753744953793844, -0.26339182633959923] Predicted: 1.3838842051985767 Movie Vector: [2.523197556360364, 0.8789034697458642] User Vector: [1.3115246350086744, -0.45640279900339586] Predicted: 2.908101750514497 Movie Vector: [1.8557257679634704, -1.0744369970546652] User Vector: [1.8763816181503263, -0.5902706417348175] Predicted: 4.116258335089642 Movie Vector: [0.2992318475402275, -0.060365472594662] User Vector: [1.9659650051559259, -0.7764502644725286] Predicted: 0.6351501278533751 Movie Vector: [2.368147402120783, -0.9117975312057782] User Vector: [1.9707445890106892, -0.7799628120951004] Predicted: 5.378181845209882 Movie Vector: [1.65964107981083, -0.3428018500010107] User Vector: [1.6967998210819604, 0.11346757889540243] Predicted: 2.7771817913228087 Movie Vector: [1.942917084921022, 0.6048389357522203] User Vector: [1.4825568831485452, -0.05042205336852754] Predicted: 2.8499878765387057 Movie Vector: [2.12589122962737, 1.036729644774105] User Vector: [1.484348535684427, -0.8209617131260685] Predicted: 2.304448188499423 Movie Vector: [1.7893405499713155, 0.871683511875328] User Vector: [2.4084539874487576, 0.4637302777742841] Predicted: 4.7137704195753765 Movie Vector: [1.921871039565991, 0.48217785072171204] User Vector: [0.6678392839850076, -0.7565213382745083] Predicted: 0.918723146060958 Movie Vector: [0.9528272816835245, 0.19749060037161828] User Vector: [1.0228058839789287, -0.25176320813315206] Predicted: 0.9248364829958561 Movie Vector: [1.9021634794534814, -1.2774620161875547] User Vector: [1.1675549844421962, 1.4491409513182583] Predicted: 0.36965793024884985 Movie Vector: [-0.15516477108910254, -0.7039355744652728] User Vector: [-0.4255070099810871, 0.03808834915608933] Predicted: 0.03921195385689822 Movie Vector: [1.3464299577108008, 0.9225033265375386] User Vector: [1.7284689904854025, -0.9673288597722234] Predicted: 1.4348983387680507 Movie Vector: [0.7132509313312937, 0.46897261311516025] User Vector: [1.6698156908855912, -0.5449782631906793] Predicted: 0.9354177164962612 Movie Vector: [1.52831995656257, -1.3629737779529938] User Vector: [1.3909253782465958, 0.054811921673613304] Predicted: 2.051071801703265 Movie Vector: [1.805174566799959, -0.44151913004760185] User Vector: [0.868195744007548, -0.5461873269999389] Predicted: 1.8083970295464316 Movie Vector: [2.3498333889937166, -0.3669668632104502] User Vector: [1.9694239789987447, -0.11633850723719838] Predicted: 4.670510600007531 Movie Vector: [1.345354523865208, -0.057844728739804785] User Vector: [1.9143811450477126, -0.21966714682664795] Predicted: 2.5882279204134315 Movie Vector: [1.0800925142452957, -0.07000160547784544] User Vector: [1.8233721485433227, -0.7274484283613103] Predicted: 2.0203331662126316 Movie Vector: [0.6147698907496051, -0.9833609750860172] User Vector: [2.219155702906678, -0.5055373569801783] Predicted: 1.8613958173347376 Movie Vector: [0.7226451369469079, -0.12451963303466448] User Vector: [1.46686887087241, -0.04413551418899981] Predicted: 1.0655213941053594 Movie Vector: [0.8323530889792043, -0.2759802205189071] User Vector: [0.8388333571253856, -0.8612532377219307] Predicted: 0.9358943944112319 Movie Vector: [2.090314333328915, -0.6580710901465495] User Vector: [0.988442601235576, -0.925722436323939] Predicted: 2.6753469098804556 Movie Vector: [2.1843751332150827, -0.6195752846721159] User Vector: [1.6071440295429003, -0.7054218518852138] Predicted: 3.9476673983243096 Movie Vector: [1.9897046379938133, 1.073598217666082] User Vector: [1.2485631437171154, -0.6288470461716243] Predicted: 1.809142809927644 Movie Vector: [1.119331393373657, -0.6335904896992083] User Vector: [1.5173114881972096, 0.6732766061753066] Predicted: 1.2717927276560064 Movie Vector: [1.4832036819997327, -1.0969990544043084] User Vector: [1.0234913587638685, 0.23979488752088385] Predicted: 1.2549913869520823 Movie Vector: [2.108976134608259, -0.6695031871918514] User Vector: [-0.12748071227947366, -0.47032557591714735] Predicted: 0.04603069227410128 Movie Vector: [1.915723132354292, 0.8069742263870486] User Vector: [1.6065346846701836, 0.3361714175083129] Predicted: 3.348957327929387 Movie Vector: [1.6881007874822553, -1.1363189504087867] User Vector: [1.1130449615790154, -0.9649496519625824] Predicted: 2.9754226518601383 Movie Vector: [1.871562896700759, -0.5875758824262043] User Vector: [0.2588293802548278, -0.799874399137491] Predicted: 0.954402370564329 Movie Vector: [2.09207131601367, -0.25797450690934604] User Vector: [0.5991178340360541, 0.1008716255292227] Predicted: 1.227374927642022 Movie Vector: [2.8729647989373004, -0.24686112944234367] User Vector: [0.9473802504202561, 0.49978784595900505] Predicted: 2.5984119185308043 Movie Vector: [0.941743448459659, -0.3248869890785912] User Vector: [0.9552108202131584, -0.9911332943244788] Predicted: 1.2215698436021443 Movie Vector: [-0.7534460186534852, -0.968308996326574] User Vector: [1.582427278368759, -0.5480783615213752] Predicted: -0.6615643245425358 Movie Vector: [1.962757585518477, -0.11487593562399984] User Vector: [1.8740309538110609, -0.31166672884523866] Predicted: 3.714071477168054 Movie Vector: [1.7392242971169154, 0.2520137652483148] User Vector: [1.6172782816630173, -0.7301233890197976] Predicted: 2.6288085383050745 Movie Vector: [1.5178720169608342, 0.85147541071291] User Vector: [1.9393102194010055, -0.22073899481773193] Predicted: 2.7556708879621787 Movie Vector: [1.7128982146962772, -1.355700138988817] User Vector: [1.5342619944789448, -0.47469060952763353] Predicted: 3.271572756532633 Movie Vector: [1.073635427299601, -0.4471152117599539] User Vector: [2.024739599272443, -0.7883071446126882] Predicted: 2.5262962807306786 Movie Vector: [1.072546049114023, -0.4570064206376672] User Vector: [1.3299047344366484, -0.9657587906353535] Predicted: 1.8677420367256865 Movie Vector: [0.3364396431111387, -0.952474859310288] User Vector: [1.6944708565187612, -0.5696659754864329] Predicted: 1.1126796900846958 Movie Vector: [0.6932772987510993, 0.030098798434989225] User Vector: [1.2660626081588526, -0.010918630910798657] Predicted: 0.8774038273631708 Movie Vector: [0.6515140314982408, -0.6611014269156377] User Vector: [1.9773864856847023, 0.43627108496760436] Predicted: 0.9998756043244623 Movie Vector: [1.3768374187793349, -0.5420631692666965] User Vector: [1.8764283987072268, 0.7694423989341315] Predicted: 2.1664504476658935 Movie Vector: [-0.11156072392145158, -1.5742424071090773] User Vector: [1.9501808162411955, -0.6329992550626444] Predicted: 0.778930687350475 Movie Vector: [1.1661448889871693, -1.3833234474891947] User Vector: [1.8028598028113367, -0.7032326090424098] Predicted: 3.075193901736224 Movie Vector: [-0.4567391852622519, 0.5900213860724458] User Vector: [-0.39269785377757266, 0.16632241643850687] Predicted: 0.27749428047056984 Movie Vector: [1.9624793642386618, 0.3473130471841827] User Vector: [1.7353265404786833, -0.8100214615183676] Predicted: 3.124211503820553 Movie Vector: [1.8077399930383422, 0.6342809708057056] User Vector: [1.4195958035815373, -1.3170207234437143] Predicted: 1.730898925046636 Movie Vector: [1.3578748363410582, -0.38804476594989207] User Vector: [0.3540188206136128, 0.10690589122072144] Predicted: 0.4392289765649544 Movie Vector: [2.0016554857468187, 0.17791575837650897] User Vector: [1.5101418498161605, -0.14877099105271474] Predicted: 2.9963150142427977 Movie Vector: [1.0491620485136954, -0.9458780455632937] User Vector: [1.92997174063861, 0.22808056173089247] Predicted: 1.8091167090209517 Movie Vector: [1.9117937374867948, 0.174106959677077] User Vector: [1.5737631203551476, -0.3802830223320198] Predicted: 2.9425005569476106 Movie Vector: [1.408920261489704, 0.40690140957179427] User Vector: [-0.41149013549608593, 1.718755700551668] Predicted: 0.11960732796045137 Movie Vector: [2.370627405926048, -0.10076529004382044] User Vector: [0.2646245580691733, -0.08536050162913784] Predicted: 0.6359276053447973 Movie Vector: [2.281862524054503, 0.08807346847043955] User Vector: [1.5017371344147528, -0.9908042042672706] Predicted: 3.339494125157112 Movie Vector: [1.4487896650125103, -0.9687268509245851] User Vector: [-0.6441180907734203, 0.2352402638452071] Predicted: -1.1610751929655574 Movie Vector: [-2.739370495758849, 1.0734849401939104] User Vector: [0.36037539257214996, 0.14667331765690017] Predicted: -0.8297501201767004 Movie Vector: [-1.6077612269092805, 1.047713945889976] User Vector: [1.3950887069732472, -0.9632118219671273] Predicted: -3.2521399898916417 Movie Vector: [2.1277555774689176, -0.3636942845680989] User Vector: [-0.3499893428975996, 0.4084726879521997] Predicted: -0.8932509584154326 Movie Vector: [0.736696215537819, 0.2191182396534292] User Vector: [1.5450470344499572, -0.6505728516669766] Predicted: 0.9956779250836344 Movie Vector: [-0.0721623581566802, -0.09674362627094674] User Vector: [1.8426635766683743, 0.7541083463897518] Predicted: -0.20592612501274438 Movie Vector: [-0.2837782099752664, 0.4279482272534779] User Vector: [1.877667872063925, -0.8642931281316589] Predicted: -0.9027139396736747 Movie Vector: [2.440332740133939, -0.1797460630783923] User Vector: [2.065344526985728, 0.3470186916168563] Predicted: 4.977752625226971 Movie Vector: [0.7573939503306065, 1.614126647261147] User Vector: [1.633920302443808, 0.019796584184250985] Predicted: 1.269475546449843 Movie Vector: [0.8396191714877952, 0.40100985700409914] User Vector: [1.6792422241390814, 0.5841178261578327] Predicted: 1.6441609709000757 Movie Vector: [0.8347157602298909, -0.483353986991668] User Vector: [1.1082890726344725, 0.8067058945056859] Predicted: 0.5351818453795614 Movie Vector: [0.6032027231683309, -0.6695139916134439] User Vector: [-0.1350823504155768, 1.6110142726776855] Predicted: -1.160078637869321 Movie Vector: [0.7042491958078357, -0.12762535135939018] User Vector: [1.9340102991467796, -0.86118273093212] Predicted: 1.4719339464780425 Movie Vector: [1.8588459257863164, -0.17783833485713377] User Vector: [1.4159305371866537, -0.22446803670472806] Predicted: 2.6719157321220606 Movie Vector: [1.662249366158394, 0.5395199126504491] User Vector: [1.5531093863547034, -0.02852778034899779] Predicted: 2.5662637874807555 Movie Vector: [1.673402359419787, -1.2869732877541398] User Vector: [2.2430455657675408, -0.38252169298750255] Predicted: 4.2458129429029 Movie Vector: [0.7564149003333372, -0.651453570290695] User Vector: [0.011547363040954939, 0.283369553890372] Predicted: -0.17586751012982754 Movie Vector: [3.0953567481330486, -0.190928885039523] User Vector: [1.5092165064295264, 0.8990071328802792] Predicted: 4.49991706804701 Movie Vector: [1.5930907613836949, -0.1950326342904719] User Vector: [2.0806206548945365, 0.09226217144075999] Predicted: 3.2966234089151283 Movie Vector: [1.3918585159173567, 1.4088838852886294] User Vector: [1.8278301391508498, -0.7891359500934235] Predicted: 1.4322800214389608 Movie Vector: [2.0055799649914987, 0.5926426850555243] User Vector: [1.1755617013849353, -0.5781060161700643] Predicted: 2.0150726942391657 Movie Vector: [2.145441532797947, -0.9755111921525886] User Vector: [0.8806234108208, -0.9464146242947833] Predicted: 2.8125640987455816 Movie Vector: [2.5472877863942704, 0.1270169477102313] User Vector: [1.0555412141239502, 0.14993369234248494] Predicted: 2.707811362733985 Movie Vector: [2.0019059040511755, 0.17789108852226884] User Vector: [1.0264569856240857, 0.4838844363930275] Predicted: 2.1409490288843704 Movie Vector: [-0.19166120879229392, -1.9088845884409662] User Vector: [2.0888713459824677, -0.6583986907816093] Predicted: 0.8564515067001375 Movie Vector: [0.011158003632945016, 0.019764923289813434]
avg loss: 13.259070902261305: 45%|████████████████████ | 31209/70000 [00:50<00:56, 691.34it/s]
User Vector: [1.2994154964780944, -0.4780001989770143] Predicted: 0.005051245565111382 Movie Vector: [1.54765367553885, -1.2655285163312167] User Vector: [2.033619571353127, -0.13123766914399654] Predicted: 3.3134238169709764 Movie Vector: [1.2205649805247858, 0.02426702716297993] User Vector: [1.0901466776644513, 0.4455498181091303] Predicted: 1.341407027931186 Movie Vector: [2.3346089099908576, -0.8985239813094836] User Vector: [1.9464238591157592, -0.38428733444018304] Predicted: 4.889429869818443 Movie Vector: [1.4756614161621824, 0.058463486900347625] User Vector: [0.5811726005419009, -0.2722566541558755] Predicted: 0.8416969094165453 Movie Vector: [1.4921957158326413, 0.4446555887563478] User Vector: [1.6828125078237461, -1.299865024775147] Predicted: 1.9330933668289996 Movie Vector: [1.6893317936904775, -1.1373861660678042] User Vector: [1.6805275924009642, 0.397493107535527] Predicted: 2.38686553039885 Movie Vector: [0.4235534634814383, -0.11598391587800116] User Vector: [0.5895781878579258, 0.32293695235743575] Predicted: 0.21226239114421164 Movie Vector: [1.4873184475934402, -0.825987938797055] User Vector: [1.5764519315308345, 0.32349943686965704] Predicted: 2.077479406448145 Movie Vector: [2.1156852782281512, -0.506983614540693] User Vector: [1.314314624572463, 0.27803382263460596] Predicted: 2.6397175098040613 Movie Vector: [0.916978861933083, -0.002399892228235674] User Vector: [1.6165155103363686, -0.5006097174433564] Predicted: 1.4835119623356916 Movie Vector: [0.9110126926667853, -0.2350986169766338] User Vector: [1.2578657613026325, 0.473109202377901] Predicted: 1.0347043550597042 Movie Vector: [1.3971153448582234, -0.4592986250661967] User Vector: [1.4841575512097929, 0.3411604811073242] Predicted: 1.9168447490828902 Movie Vector: [2.4616207123360723, -0.3235161734580409] User Vector: [1.454381885336491, 0.33820281203147495] Predicted: 3.4707224929895206 Movie Vector: [1.8105648535915453, 0.7974783520001948] User Vector: [1.693355507505897, -0.09396654420067259] Predicted: 2.9909936817135456 Movie Vector: [0.8993480921770234, -0.6474961306158667] User Vector: [1.348023272663094, -0.6681373930997366] Predicted: 1.644958535231633 Movie Vector: [0.7828646086379881, -0.12002548097582517] User Vector: [-0.3037864729589651, 0.9340914357370652] Predicted: -0.3499384521122753 Movie Vector: [2.258368932405069, -0.408702305969527] User Vector: [1.9739362745327262, -0.064846351869595] Predicted: 4.484379210494927 Movie Vector: [1.4651956425671457, 0.31161187331739415] User Vector: [2.140957785486645, 0.09157305743013104] Predicted: 3.1654572701864425 Movie Vector: [1.7578133130374374, 0.45679320404190227] User Vector: [2.0313671722961937, 0.015219610480177198] Predicted: 3.577716473764973 Movie Vector: [1.7051103099645557, -0.6655829948603148] User Vector: [1.563900025652792, 1.182962076095452] Predicted: 1.879262616080622 Movie Vector: [1.9834382362472283, -0.623714304616606] User Vector: [1.7226371480841003, -0.3028059784352645] Predicted: 3.605608806963385 Movie Vector: [2.3959532444375613, 0.42761617514611466] User Vector: [-0.8116413782901516, -0.186659753972874] Predicted: -2.024473523681658 Movie Vector: [1.9264531169936354, 0.2538652011301275] User Vector: [1.7578384238379596, -0.3138754127272931] Predicted: 3.3067112659920004 Movie Vector: [0.49830729879887126, -0.3726027797914692] User Vector: [0.8087990106630751, -0.5169403139664386] Predicted: 0.5956438482448864 Movie Vector: [1.2593161022438075, 0.4963869948663446] User Vector: [0.46700305599421305, 0.8533616179861443] Predicted: 1.0117020772970027 Movie Vector: [1.6538856048065667, -1.356607727333943] User Vector: [1.7261644969469896, -0.1830193418912484] Predicted: 3.103164066490035 Movie Vector: [2.8911278545746377, 0.7065704273341251] User Vector: [1.7690567668614863, -0.46307938152856865] Predicted: 4.787371098500731 Movie Vector: [2.2124400667201103, 0.38541216051630095] User Vector: [1.619294768861722, -0.8468866477735891] Predicted: 3.2561922138291277 Movie Vector: [0.9712200353187238, -0.6841846693736843] User Vector: [1.8793515752208894, -0.20495309323094718] Predicted: 1.9654896675916609 Movie Vector: [1.774993637506412, 0.28990597394039097] User Vector: [1.6767516940410325, 0.3150648115237935] Predicted: 3.0675627596400816 Movie Vector: [1.0422073737937687, -0.7183032375369123] User Vector: [2.079008521088237, -0.756629285056384] Predicted: 2.7102472759294782 Movie Vector: [0.4266284639420584, -0.8813310672824961] User Vector: [1.6247358407548664, 0.00022303947030320043] Predicted: 0.692961984438449 Movie Vector: [0.42638194591501516, -0.5628952704285944] User Vector: [1.177832186103077, -1.0648036101309097] Predicted: 1.1015792955499482 Movie Vector: [0.36599357611523053, -0.019321736944449996] User Vector: [1.6654003506482415, -0.3037988147078002] Predicted: 0.6153957507791287 Movie Vector: [2.1917599915376482, -0.35582811980608015] User Vector: [2.0219573608437473, -0.9445176770087398] Predicted: 4.767731197226004 Movie Vector: [0.5858161382558259, -0.4285336678703634] User Vector: [-0.12072137902655918, -0.824743529975209] Predicted: 0.2827098378863706 Movie Vector: [-0.41520080352598965, -0.3545385943605811] User Vector: [1.9013012682945127, -0.03130365871116543] Predicted: -0.7783234591830649 Movie Vector: [0.6329191991134028, -0.41154885048106477] User Vector: [-0.37430582675468516, 0.4032777302858113] Predicted: -0.4028738304167939 Movie Vector: [1.475064870778771, -1.1857240049736928] User Vector: [-1.1871802152862823, -0.5370779477979707] Predicted: -1.1143416156063117 Movie Vector: [0.6279449788904033, -0.4522229089368592] User Vector: [1.623784438713991, 0.31593924170641824] Predicted: 0.8767723221590406 Movie Vector: [0.764544008034472, 1.0763792152918799] User Vector: [1.6547310503376322, 0.5954911279994648] Predicted: 1.9060889825135652 Movie Vector: [0.7161075403831694, 0.18540671203852585] User Vector: [0.7888040979264443, -0.16239852639424313] Predicted: 0.5347587855916124 Movie Vector: [1.034446515645857, 0.00605980621324128] User Vector: [1.7077723083348093, -0.06830613779332799] Predicted: 1.7661851919152234 Movie Vector: [1.8905378480272026, 0.007641930334382721] User Vector: [1.9583278712438903, -0.9411750788653626] Predicted: 3.6951005650479707 Movie Vector: [2.2045369010068816, -1.065211656950046] User Vector: [1.6622118222362414, -0.7851424208073923] Predicted: 4.500750158419698 Movie Vector: [0.6644083889533734, 1.0104207590834082] User Vector: [-0.15293617299055373, 0.625788249082552] Predicted: 0.5306973613541209 Movie Vector: [2.0903610869297675, 0.17405225996997764] User Vector: [0.7329678188511395, 0.3311351299554232] Predicted: 1.5898022242224026 Movie Vector: [1.494922639896928, -0.4852122521231372] User Vector: [1.8424563904032594, -0.6116106190630548] Predicted: 3.0510907369346163 Movie Vector: [1.764670198983147, -0.4050241727819587] User Vector: [1.7109601189226273, -0.4114250072231003] Predicted: 3.185917406723769 Movie Vector: [1.8256364779086436, -1.0037880373313235] User Vector: [1.300417180523323, -0.47622584856758116] Predicted: 2.852118851122584 Movie Vector: [1.091305854291741, -0.2794605006793207] User Vector: [2.3097377423847094, -1.0375966435896091] Predicted: 2.8105975976637576 Movie Vector: [1.3281795936139176, -0.9246784917423018] User Vector: [0.9513956187811776, -0.3140316036418108] Predicted: 1.554002515933772 Movie Vector: [1.883271715146246, -0.3098574227329445] User Vector: [1.998166067344234, -0.04855439460101618] Predicted: 3.778134576367834 Movie Vector: [0.3054454768510475, -0.38231544911409765] User Vector: [1.388562458052265, -0.3663306397143453] Predicted: 0.5641839851838815 Movie Vector: [1.490686679432926, -0.4838061084471136] User Vector: [0.49056385686908677, 0.5985034327737154] Predicted: 0.44171739014349826 Movie Vector: [0.5744687134961515, -0.31764336077843125] User Vector: [1.4645279432187235, 0.6793188720769266] Predicted: 0.6255443538532967 Movie Vector: [1.276252307407518, -0.3342760671714792] User Vector: [1.4582816805620995, -0.707627016945109] Predicted: 2.0976781359161896 Movie Vector: [1.8987346058145975, -0.18052861042025634] User Vector: [2.2720158857180723, 0.8600030335590246] Predicted: 4.158700034567792 Movie Vector: [1.3476327530500432, 1.4500095773400963] User Vector: [-0.16028089059083608, 0.41963469169899215] Predicted: 0.39247454409945604 Movie Vector: [1.7687501933409469, 1.1579930642286274] User Vector: [2.395432293372241, -0.1966191329360412] Predicted: 4.0092377398027175 Movie Vector: [0.9856519111766544, -0.3550769341376615] User Vector: [1.7381842621764563, -0.6934204757550971] Predicted: 1.9594622565908055 Movie Vector: [1.9664498807333524, -1.64176409799186] User Vector: [0.9542848655339897, 0.057075776353430356] Predicted: 1.7828483995328825 Movie Vector: [1.3906204843737364, -1.0642454242793378] User Vector: [1.955998933895105, -0.21137718442176334] Predicted: 2.9450093862056343 Movie Vector: [1.6780275711178796, -0.2640705964425086] User Vector: [-1.2260272985357386, -0.47666442143329796] Predicted: -1.9314345518153266 Movie Vector: [-0.07897689920708614, -0.3248756858133929] User Vector: [1.7099212440760876, -0.19401234897965167] Predicted: -0.07201438281442088 Movie Vector: [1.6827347903035388, 0.6348547090539018] User Vector: [1.739982286868429, -0.694068206549194] Predicted: 2.4872962592930654 Movie Vector: [1.469684909555401, 0.9568544546829232] User Vector: [1.5007226847299777, 0.029466426052461005] Predicted: 2.233784564206998 Movie Vector: [2.2228361513179298, 0.5931550404954652] User Vector: [2.0858275613887494, -0.188711829539883] Predicted: 4.5245175359775285 Movie Vector: [1.413130413003069, -0.5450369792202729] User Vector: [0.5195544642317815, 1.1664750396102308] Predicted: 0.0984261826924373 Movie Vector: [2.3653320158620224, -0.7484544909626591] User Vector: [2.049885538382379, 0.5626519312741303] Predicted: 4.427540527977463 Movie Vector: [1.4941110419961328, 0.4215029829832972] User Vector: [2.2619161661088176, 0.11729799578244143] Predicted: 3.4289953749730047 Movie Vector: [1.9530192781646472, -0.22973369261304777] User Vector: [1.9643584033633912, 0.5456776023786439] Predicted: 3.7110693004227486 Movie Vector: [2.014010917647322, -0.6290883851158227] User Vector: [1.596462300882222, -0.3472738150863111] Predicted: 3.4337584271148174 Movie Vector: [1.870029379832082, -1.3029399071782382] User Vector: [1.4778503522581599, 0.9904952594232146] Predicted: 1.4730677763445825 Movie Vector: [1.7624530787733066, 0.5376793536217371] User Vector: [1.5270222185567153, -0.23509632996844965] Predicted: 2.5648985677142493 Movie Vector: [1.8904955900688145, 0.8016952998059516] User Vector: [1.6588939333700954, -1.4093121050146058] Predicted: 2.0062927748782338 Movie Vector: [1.7342308961085156, -0.194748017275631] User Vector: [1.5513969715853804, 0.062458475436801816] Predicted: 2.6783168959991754 Movie Vector: [1.694007602620538, 0.7886314407745347] User Vector: [1.2282617485575595, -0.7666249724194624] Predicted: 1.476100183531603 Movie Vector: [0.15694446091824638, -0.6026810962051785] User Vector: [0.5196438854992067, -0.05378150241621757] Predicted: 0.11396832431090341 Movie Vector: [0.2599960219934343, -0.5077295181853466] User Vector: [1.2558732117733549, -0.7103068125206601] Predicted: 0.6871657748740743 Movie Vector: [2.168984038791323, 0.9833029673231201] User Vector: [1.3307969321557966, -0.058235680873790635] Predicted: 2.8292139869111015 Movie Vector: [1.8450464697020696, 0.19023572289263124] User Vector: [0.2934916581800576, -0.2878217635433676] Predicted: 0.4867517665602174 Movie Vector: [1.3382063183719601, -0.6328853207997212] User Vector: [1.7206029673700156, -0.6725072435781897] Predicted: 2.728141724936217 Movie Vector: [1.3783402924917136, -1.274021149616483] User Vector: [1.582282456200181, 0.16464580339747653] Predicted: 1.971161427759482 Movie Vector: [2.0308694201956365, 0.3153897106896515] User Vector: [1.3988285033085213, -0.714630417227852] Predicted: 2.6154509509277895 Movie Vector: [0.21681553934015546, 0.5536555946037254] User Vector: [-0.11775120887922522, -0.11934452038930904] Predicted: -0.09160605325994384 Movie Vector: [-0.704805912454437, -0.7884641673832822] User Vector: [1.8361995919781349, -0.5085157455035051] Predicted: -0.8932178849929042 Movie Vector: [2.7555336152481607, 0.2941878500000304] User Vector: [0.017683467931989938, 0.4215588952253082] Predicted: 0.17274489535548265 Movie Vector: [1.585145132034689, -0.09370501207125533] User Vector: [0.5802283695260827, 0.1284509530470217] Predicted: 0.9077096773168593 Movie Vector: [2.744831466081596, 0.10190470181659522] User Vector: [1.5849755214056467, -0.03564598951806882] Predicted: 4.346858190190507 Movie Vector: [2.1030505238996438, -0.713721032721971] User Vector: [0.5839998471051114, -0.8667451321718626] Predicted: 1.8467954152521595 Movie Vector: [2.0187178015457334, -1.6386379537277183] User Vector: [-0.07816891601320441, 0.2835847647823621] Predicted: -0.6224937409547152 Movie Vector: [2.0637842302602962, 0.32414935688116553] User Vector: [1.3641927693723295, -0.9961130294791969] Predicted: 2.4925101265791034 Movie Vector: [0.9653069484626989, -0.23884995332934578] User Vector: [1.4978412254901678, -0.4740046774710067] Predicted: 1.559092537751385 Movie Vector: [0.7775850735096558, 0.20603308398124745] User Vector: [2.170150351138833, -0.9712885806091552] Predicted: 1.4873589386186221 Movie Vector: [2.005531789995866, -0.04762431695272273] User Vector: [1.7612767297392806, -0.4257335925935162] Predicted: 3.5525717440231794 Movie Vector: [0.8002962119754383, -0.12610345362352726] User Vector: [1.4318554090263473, 0.20530580773477247] Predicted: 1.1200186885360048 Movie Vector: [1.6237027062335085, -0.7980008939747595] User Vector: [1.7064800421684836, -0.5793104711788161] Predicted: 3.233106536492073 Movie Vector: [1.928706993610923, 0.019975507133342146] User Vector: [1.397086010965335, 0.3670043436712579] Predicted: 2.7019006579098006 Movie Vector: [0.7553864686827456, 0.25871032015386786] User Vector: [0.7455696036994968, -1.3464118445434317] Predicted: 0.21486255073496602 Movie Vector: [1.133637140861375, 0.29323276632485273] User Vector: [0.5069508407871491, -0.4406529275041335] Predicted: 0.44548442478603206 Movie Vector: [0.9281532175732423, 0.028073208664841053] User Vector: [2.2506547835109654, -0.5559220083488012] Predicted: 2.0733459644205583 Movie Vector: [2.349459918637309, -0.19501449273129676] User Vector: [1.1037203574937946, -0.1550466442964552] Predicted: 2.6233830840028753 Movie Vector: [2.118906516885048, 0.30561673835667247] User Vector: [1.586245054582771, -0.9223807394431701] Predicted: 3.079209990420475 Movie Vector: [0.8356825211430595, 0.5858587983958008] User Vector: [1.9801063304166469, -1.5313210685918313] Predicted: 0.7576023291305316 Movie Vector: [1.3912377782847836, 0.5251760032896093] User Vector: [1.4768734384254552, -0.5732466316959486] Predicted: 1.7536267463495305 Movie Vector: [0.783089861731028, -0.42203641652403734] User Vector: [0.022055792362799836, 0.2665029550910567] Predicted: -0.09520228476794283 Movie Vector: [1.4146009344596804, -0.3709147329636961] User Vector: [2.015307552079288, -0.47462736633571473] Predicted: 3.026902229236686 Movie Vector: [0.8935047062932531, -0.37050376614535824] User Vector: [2.134414831285947, -0.63007035080857] Predicted: 2.1405531348472153 Movie Vector: [-1.2336664762076661, -0.4846271595084887] User Vector: [0.38823090006411587, 0.13811267597636567] Predicted: -0.5458806002875708 Movie Vector: [0.9270741916176517, -0.7135734177599402] User Vector: [1.8529826686657027, -0.3483245013925651] Predicted: 1.9664075145829951 Movie Vector: [-0.2310052096298458, -0.6971468799537084] User Vector: [-0.10831437146426587, -1.8511419194150132] Predicted: 1.3155389975577232 Movie Vector: [1.5656160673197206, 0.48858411120305134] User Vector: [1.663957474435267, 0.3685550785513003] Predicted: 2.785188712795955 Movie Vector: [1.739908484637834, -0.3038598788027016] User Vector: [1.6060475795642613, -1.599909494320565] Predicted: 3.2805241154554534 Movie Vector: [1.9263820014565025, 0.47857570982446823] User Vector: [1.559587325177008, -0.6042394692645796] Predicted: 2.715186620013422 Movie Vector: [0.7965901395794618, -0.6673935189259929] User Vector: [1.0444754545095463, 0.07799300231517976] Predicted: 0.7799668238283503 Movie Vector: [1.0595662203005904, -0.902009948268964] User Vector: [1.5741790756571707, 0.9572401897346414] Predicted: 0.8045067992468284 Movie Vector: [-1.1971504478555028, 0.017740217117819868] User Vector: [-0.44865423076700883, 0.23860756335871808] Predicted: 0.5413395632749284 Movie Vector: [-0.586703739917957, -0.45639912888485773] User Vector: [1.3675499405498355, 0.5716098992699663] Predicted: -1.0632289247339421 Movie Vector: [1.58659154929807, -0.1396252232255082] User Vector: [1.6608269476127548, -0.11625395482324019] Predicted: 2.651285984321948 Movie Vector: [1.109027538693158, -0.9039166295693387] User Vector: [2.245732013922275, 0.4882747628297231] Predicted: 2.049218970043838 Movie Vector: [2.073613145744357, -0.8983165194789856] User Vector: [1.678679556791963, -0.2708463332979129] Predicted: 3.7242377318979516 Movie Vector: [0.765948480697626, -0.6688466499102323] User Vector: [-1.5878102413219644, 1.3500131838556892] Predicted: -2.1191326373332138 Movie Vector: [1.9434673039743664, -0.19125339592563864] User Vector: [1.82238387201555, -0.7273843774187404] Predicted: 3.6808582028770185
avg loss: 13.23100177353825: 45%|████████████████████▌ | 31347/70000 [00:50<01:00, 633.67it/s]
Movie Vector: [1.434428651700879, -0.37456791551890606] User Vector: [1.6837815958843523, 0.2727314928500361] Predicted: 2.3131080975699487 Movie Vector: [1.5362432216778166, -0.4273175639231108] User Vector: [2.037229157896775, 0.9397965656578356] Predicted: 2.728087905803115 Movie Vector: [0.5256585814834174, -0.9475403302235951] User Vector: [1.666221540753346, -0.21165069261273106] Predicted: 1.0764112187198378 Movie Vector: [1.6528461598838915, -0.3735273261155904] User Vector: [1.7637471780900231, -0.4651321192355778] Predicted: 3.0889423071006883 Movie Vector: [2.4178329237968446, -0.20461928523011577] User Vector: [2.3721765361329674, 0.5149548369496679] Predicted: 5.630156839458212 Movie Vector: [2.028243731037709, -0.4151416651602929] User Vector: [0.7857932978218058, -1.0594716651746665] Predicted: 2.0336111614692842 Movie Vector: [0.06682808160590939, -0.6703305002636819] User Vector: [1.7312495044905287, -0.31737926200264016] Predicted: 0.32844508263783123 Movie Vector: [0.5865606476741984, -0.39635479931478923] User Vector: [1.3676390185944767, -1.2517066523073834] Predicted: 1.2983231675075608 Movie Vector: [-0.2380323912973999, -0.04371960090489109] User Vector: [1.988655770490159, -0.6263430816056494] Predicted: -0.4459810189598072 Movie Vector: [0.9906311592145398, -0.2260597613825295] User Vector: [2.1226969814708347, 0.5933880115860676] Predicted: 1.9686686191092577 Movie Vector: [1.2108309794240444, -0.06213241985825769] User Vector: [1.6709678014715725, -0.3421196561517311] Predicted: 2.0445163017596486 Movie Vector: [1.1577576002606083, 0.027442073851320095] User Vector: [1.046225911432919, -0.5897308856615369] Predicted: 1.1950925620343158 Movie Vector: [0.6851756658021567, 0.7057260200229627] User Vector: [0.3453740946808449, 0.3601161345701545] Predicted: 0.49078525167001386 Movie Vector: [1.833508034699719, 0.701561632551004] User Vector: [1.9462366473386608, -0.9322245613295967] Predicted: 2.914427545171943 Movie Vector: [0.6995713178555253, -0.79020543785697] User Vector: [1.574888227871546, -0.292941044884232] Predicted: 1.3332302396862732 Movie Vector: [2.333878287354503, -0.9758531353750698] User Vector: [1.6560669344593104, -0.5893982632181411] Predicted: 4.440224803886362 Movie Vector: [1.184426236482866, -0.7960667006015821] User Vector: [1.6231261823230037, -1.1737854398259513] Predicted: 2.8568847377620594 Movie Vector: [2.379034083626415, -0.36869181693300235] User Vector: [1.7722776598122925, 0.6148995541535904] Predicted: 3.989600524490924 Movie Vector: [1.1241102952955913, -0.8661460946729095] User Vector: [1.593788322522144, -0.8513299295323593] Predicted: 2.5289699556116485 Movie Vector: [1.9241561414951989, 1.5019862720287849] User Vector: [1.6105418658947863, 0.5415837487347516] Predicted: 3.912385378150074 Movie Vector: [1.7677544162300929, 1.1580747984661908] User Vector: [2.2207820421403914, 0.3260651580384898] Predicted: 4.303405104660432 Movie Vector: [0.7855007022762089, -1.5593398452915685] User Vector: [1.7211438042290634, -0.3067416541912033] Predicted: 1.8302741505312659 Movie Vector: [1.876622539585581, -0.8181115077058003] User Vector: [1.5315411290997816, 0.47991618465959746] Predicted: 2.481499649766721 Movie Vector: [2.016552041275523, 0.4436406368572478] User Vector: [1.2021487998661762, -0.5566577416527729] Predicted: 2.177239621268704 Movie Vector: [1.2293285032679515, 0.44768327142637276] User Vector: [0.9656010619275798, 0.8573523237299531] Predicted: 1.5708632012658041 Movie Vector: [0.7803320679401091, -0.06576872935071673] User Vector: [-0.013096750881717467, -0.2156223900572529] Predicted: 0.003961395914803101 Movie Vector: [2.1809703031777112, 0.23870650300690766] User Vector: [1.658840031475343, -0.38776936335929163] Predicted: 3.5253177776693914 Movie Vector: [2.141756486029747, 0.24787309931627566] User Vector: [-0.178760402313915, -2.183777905940762] Predicted: -0.9241610488650575 Movie Vector: [-0.08105830730148163, -0.6482518295219132] User Vector: [1.7422908382142412, -0.42813124800518354] Predicted: 0.1363097186223342 Movie Vector: [1.400046644713804, 1.4473348364033551] User Vector: [1.75970125836086, -0.3754438029862551] Predicted: 1.9202709472930155 Movie Vector: [0.3528650750185953, -0.7227678928170376] User Vector: [1.7369740781326581, -0.6802497236013507] Predicted: 1.1045801477023565 Movie Vector: [1.3472739959686792, -0.9309810704736706] User Vector: [1.3928842397259198, 0.18921689094196753] Predicted: 1.700439371896483 Movie Vector: [1.215090695882386, -0.8074373035067103] User Vector: [0.10265691543878856, -0.24332915817358844] Predicted: 0.32121050215789687 Movie Vector: [1.3427426955012596, -0.18612230530894042] User Vector: [0.5796783575495139, 0.8977750533698734] Predicted: 0.6112629177577193 Movie Vector: [-0.421492122477936, 0.010725007115905127] User Vector: [2.004265012702726, -0.12177953335813321] Predicted: -0.846088000574177 Movie Vector: [1.707082895134102, 0.4126494808756688] User Vector: [0.3671619372085663, 0.42412020584695154] Predicted: 0.8017888455246711 Movie Vector: [2.8258389237784978, 0.19688190422232302] User Vector: [1.915702657260566, 0.2394508147384026] Predicted: 5.4606106676460895 Movie Vector: [-0.8172295672961476, -0.05993901676165184] User Vector: [1.6801149085055873, -0.4965253518217188] Predicted: -1.3432783383004006 Movie Vector: [1.2255759510126405, 0.8218657949523133] User Vector: [2.0519885660300834, 0.700324070656571] Predicted: 3.0904402373337865 Movie Vector: [1.4027320677329975, 0.937150719864096] User Vector: [1.9313157019457743, -0.11992331390527822] Predicted: 2.596732248080782 Movie Vector: [0.7861618829821447, -0.38491679152675123] User Vector: [0.7091120588137226, 0.22318935271931517] Predicted: 0.4715675418506904 Movie Vector: [1.0257496454892878, 0.07440218749359749] User Vector: [1.7105850420566362, -0.7347618190915972] Predicted: 1.6999641138416834 Movie Vector: [1.1135416083332828, 0.7714013377930029] User Vector: [1.9033364431132824, -0.4658011153449422] Predicted: 1.760124720541153 Movie Vector: [0.27001441824243455, -0.6569979435633483] User Vector: [-1.479415156001917, -0.7933186636529919] Predicted: 0.12174530792354105 Movie Vector: [2.4870646504258658, -0.33329296137990383] User Vector: [1.3258563165531565, -0.40883959574946943] Predicted: 3.4337537360399057 Movie Vector: [1.6593883209459108, -1.367735821669986] User Vector: [1.9949903377881015, -0.8195769723218059] Predicted: 4.431428450585878 Movie Vector: [0.4840718831247222, -0.20739226993810841] User Vector: [-1.045364066290124, -0.8223318723713926] Predicted: -0.3354860784664193 Movie Vector: [0.9892163960546004, -0.24208835080076851] User Vector: [-0.47269439191131246, -0.5957752119110626] Predicted: -0.3233668043022018 Movie Vector: [0.1715881670995062, 1.028238693109448] User Vector: [0.8312895422984761, 0.40422652282772703] Predicted: 0.5582808004445414 Movie Vector: [2.2552821990025587, -0.4774528881945913] User Vector: [1.7670713142094316, -0.7418974111705444] Predicted: 4.339465541012055 Movie Vector: [0.07777241834141765, -0.36562757052717504] User Vector: [-0.6871103500240425, -0.41311774693129644] Predicted: 0.0976090045633625 Movie Vector: [0.353873851672037, 0.6165004146817407] User Vector: [1.7967199471530326, -0.4563187033077521] Predicted: 0.354491538258759 Movie Vector: [1.530882454178989, -1.3149433608667949] User Vector: [2.0656845599402356, -0.35333512972637565] Predicted: 3.626935931675658 Movie Vector: [1.5402403004416554, -0.9586885525702038] User Vector: [1.1928849173413156, -0.503425438311881] Predicted: 2.3199576282603447 Movie Vector: [1.5227990980610415, -1.2589893605654183] User Vector: [1.4742080306173704, 0.6739664213312242] Predicted: 1.3964061055441144 Movie Vector: [0.633632801696818, 0.3423006410186646] User Vector: [1.8139795935133316, 0.5633666644702764] Predicted: 1.34223774243543 Movie Vector: [1.7704292190379143, -0.20100209040690545] User Vector: [1.3868070749219694, -1.0965783075296434] Predicted: 2.6756582987186817 Movie Vector: [1.5522314486483486, 0.4245169793977149] User Vector: [1.6597754683625183, 0.42401256716544644] Predicted: 2.756356213927089 Movie Vector: [1.562841131550773, -1.240683269801147] User Vector: [1.287023997762247, 0.0923017595276873] Predicted: 1.8968967921765394 Movie Vector: [1.0501390096509153, -0.80347948846131] User Vector: [2.0693411508779658, -0.9407263410894751] Predicted: 2.928950186133523 Movie Vector: [1.5550734588830484, 0.0020659924274434895] User Vector: [1.830706936163987, -0.0915839256827922] Predicted: 2.846694555724783 Movie Vector: [1.0611098053621306, -0.5408898613566842] User Vector: [1.634839895615055, -0.09288789542969544] Predicted: 1.7849867643150192 Movie Vector: [1.4793018329058898, -0.48215704801996623] User Vector: [1.4220428623397767, -0.4082368939292134] Predicted: 2.3004649083997193 Movie Vector: [1.8520046382629485, 0.3099115949690809] User Vector: [2.112489465052502, -0.23607377502069643] Predicted: 3.839178287411812 Movie Vector: [-0.24888208508667098, 0.5176665051790935] User Vector: [0.5804063986245865, -0.07114747826973547] Predicted: -0.18128342111553208 Movie Vector: [0.6547212494103795, 0.11616880068784115] User Vector: [0.36723883641838506, 0.984507077870551] Predicted: 0.35480807631677197 Movie Vector: [1.0437736914957703, -0.4065486703075155] User Vector: [1.6473101601948261, -0.5109884038755973] Predicted: 1.927160663083226 Movie Vector: [1.5582597810826082, 0.019769380448989064] User Vector: [0.5629649670581707, 0.5407532514807055] Predicted: 0.8879360230827927 Movie Vector: [1.6873906754818204, -0.14668092344667302] User Vector: [1.620156401223312, -1.3185357578927868] Predicted: 2.9272408468115727 Movie Vector: [0.1261885361750433, 0.1370395533553433] User Vector: [1.9824365671668138, -0.8699586294462694] Predicted: 0.13094202645371478 Movie Vector: [1.701729660671036, -0.4833932374304127] User Vector: [2.3003076602965837, 0.12812860265601764] Predicted: 3.852565274150163 Movie Vector: [1.4401286302994858, 1.0785964306079017] User Vector: [1.1896163177139036, -0.8641488495248544] Predicted: 0.7811326535998093 Movie Vector: [0.3368383516738388, 0.2718464586178009] User Vector: [1.593940073094722, -0.502845772803566] Predicted: 0.40020330432052353 Movie Vector: [2.540825977820519, 0.3393518067762524] User Vector: [1.896030111239125, -1.2603273381929239] Predicted: 4.389788202021024 Movie Vector: [1.6458720881044566, -1.3557580814539305] User Vector: [2.024341221208348, -0.660197423294494] Predicted: 4.226874704772681 Movie Vector: [-0.300378190726841, -2.6225972714720234] User Vector: [1.6176153600252159, -0.8696890670362853] Predicted: 1.79494779910209 Movie Vector: [0.9348425263062614, -1.3242962113207484] User Vector: [0.4226453427872618, 0.7736861778340427] Predicted: -0.6294828340740337 Movie Vector: [0.45154651752379743, 0.23874157024155573] User Vector: [1.7184865265444367, -0.1767214492509876] Predicted: 0.7337858501831631 Movie Vector: [1.3474271305624566, -0.057271811909155014] User Vector: [1.1657099878514376, -0.3402200193369676] Predicted: 1.5901942809538545 Movie Vector: [2.464757198864245, -0.4617101256494859] User Vector: [2.2092325888684368, -0.21988493014166388] Predicted: 5.546745026103109 Movie Vector: [0.9463860983273185, 0.5002458605920681] User Vector: [1.5195897021657474, -0.035378276709565754] Predicted: 1.4204207328121727 Movie Vector: [0.21933579925863547, -0.49289098984324275] User Vector: [1.9378207685930993, -0.4136247906993126] Predicted: 0.628905399610839 Movie Vector: [1.428730184254096, -0.9199156234998555] User Vector: [1.559277924086872, 0.647909278609134] Predicted: 1.631765567780918 Movie Vector: [0.6970656398069915, -0.751784675786465] User Vector: [0.01843605828297243, 0.002584835261369589] Predicted: 0.010907903223609003 Movie Vector: [1.7060133005971865, 0.28926607298643003] User Vector: [0.903257312932456, -0.4936319915365989] Predicted: 1.3981780020321823 Movie Vector: [2.10555540460178, 1.0479769585615926] User Vector: [1.9245890584432355, -0.9711982599909209] Predicted: 3.0345354949770096 Movie Vector: [0.7448691786487397, -0.9753854117948692] User Vector: [2.067674017136128, -0.774812504403402] Predicted: 2.2958874605288537 Movie Vector: [1.9070359533127172, -0.6972001832498784] User Vector: [1.962948999859102, -0.6179718378079624] Predicted: 4.174264395813523 Movie Vector: [0.6421036876145936, -0.1433839308469481] User Vector: [2.1417308348247257, -0.21746463358752716] Predicted: 1.4063942009028092 Movie Vector: [0.9009347968113288, -0.659601901556791] User Vector: [0.7301760909788457, -0.10514911755702261] Predicted: 0.7271976060501475 Movie Vector: [2.106889129879101, -0.11162758090340331] User Vector: [0.7690859327943638, 0.10216943405499401] Predicted: 1.608973864981545 Movie Vector: [-0.03673104110355618, -2.0757123107955366] User Vector: [2.3604133634122175, 0.42087167097356504] Predicted: -0.960308948977795 Movie Vector: [-0.43326716917207586, 0.657184034167357] User Vector: [1.3675549021780795, -0.5202684657661399] Predicted: -0.934428770336345 Movie Vector: [1.367971248651909, 0.12951879344478381] User Vector: [1.95797264854653, 0.35492731494406626] Predicted: 2.7244200464506343 Movie Vector: [0.22356173802308288, 0.5211792971857618] User Vector: [0.29995406255054274, 0.4147973574780116] Predicted: 0.28324204679578513 Movie Vector: [1.3016832649865537, -0.7067241695485732] User Vector: [-0.07557335917592511, 1.3594502018200063] Predicted: -1.059128891842004 Movie Vector: [1.539367310028586, 1.2121216867596303] User Vector: [1.1350156643076972, 0.01001395329251848] Predicted: 1.759344139961708 Movie Vector: [1.3463007610483475, -0.040210400093134244] User Vector: [1.2417481596339204, -0.607259968615156] Predicted: 1.6961846586440916 Movie Vector: [-0.04924107454769723, -1.2392255131107592] User Vector: [1.6086387915268523, 0.35129169572973673] Predicted: -0.514540734546123 Movie Vector: [0.8885652114438114, -0.8253597222593089] User Vector: [1.7933252276590856, 0.9905441058570387] Predicted: 0.7759312020066558 Movie Vector: [1.78141264454617, -0.4618037608304593] User Vector: [1.9770668460630776, -1.1850126996208579] Predicted: 4.06921520000655 Movie Vector: [1.9809005370489248, 0.5054602730615684] User Vector: [1.7571205692990146, -0.12472810712102907] Predicted: 3.4176359763002826 Movie Vector: [0.45953203765842915, -0.473851888103364] User Vector: [1.3234595678623047, -0.0395333297630831] Predicted: 0.6269050149295587 Movie Vector: [0.9184181193608515, -1.470179325909573] User Vector: [1.5390272958359883, 0.22418571796485695] Predicted: 1.0838773469705782 Movie Vector: [0.10804077849782784, -0.7570434464356407] User Vector: [0.28624667529922376, -1.0320812481101709] Predicted: 0.8122566587126644 Movie Vector: [0.20026343557578843, 1.0356856023553973] User Vector: [1.76270813174797, -0.943869992467897] Predicted: -0.6245465753130703 Movie Vector: [1.0655974649510604, 0.4915571276433197] User Vector: [1.0757893127721805, -1.0007132336600484] Predicted: 0.6544506417788873 Movie Vector: [2.1182338967810863, -0.03948422382030786] User Vector: [2.201645271428627, 0.356960651066614] Predicted: 4.649505328386156 Movie Vector: [0.12017081241847288, 1.2193021458890687] User Vector: [1.0305779428880428, -1.0171337911704188] Predicted: -1.1163480255729608 Movie Vector: [0.07307053587348894, 0.4168089473147574] User Vector: [1.2666324928028183, 0.06908827862304767] Predicted: 0.12135012768853622 Movie Vector: [1.5998585140451795, -0.09522593824707165] User Vector: [1.463546465984169, 0.2003122170222828] Predicted: 2.322392355497209 Movie Vector: [-0.6543208454281857, -2.3964134644623534] User Vector: [1.6333470786094115, -0.4710422241854633] Predicted: 0.06007888701497133 Movie Vector: [1.518971359164433, -1.2636775308275099] User Vector: [0.6525586584761197, 0.23386751637977318] Predicted: 0.6956847867604365 Movie Vector: [0.124555032892616, 0.21095202374558608] User Vector: [1.7016137718690687, -1.3256166565379366] Predicted: -0.06769695708185497 Movie Vector: [0.9185242377749963, -0.33118743109487864] User Vector: [1.5288825349951893, -1.1580123335295676] Predicted: 1.7878347950218036 Movie Vector: [0.2941476139148731, 0.428867563252435] User Vector: [1.805480859658835, 0.47583435776171173] Predicted: 0.7351478083626728 Movie Vector: [1.5028500423445676, -0.3916983804093007] User Vector: [1.6685698094028174, 0.06093627506386223] Predicted: 2.483741568465201 Movie Vector: [0.15720424279416914, 0.3648115991269293] User Vector: [-0.04908891970851126, -0.8771437943679464] Predicted: -0.32770921673999326 Movie Vector: [2.1414039058658068, -0.8099182074467325] User Vector: [0.8853846717871928, -0.6228674365504404] Predicted: 2.400437872046684 Movie Vector: [1.2356339905935254, -1.0691332784531125] User Vector: [2.036495700128082, 0.3623618358877393] Predicted: 2.12895021118687 Movie Vector: [-0.06325225196533735, -0.7739149004511696] User Vector: [1.9168806791946102, -0.5023348778532968] Predicted: 0.2675174272790802 Movie Vector: [0.0032090413767214, -0.30010329313562245] User Vector: [0.5279231548075336, 0.15725406860812768] Predicted: -0.045498336600767554 Movie Vector: [1.5647332271132195, 1.412197874090536] User Vector: [1.9245647474919538, -0.23680391816935786] Predicted: 2.6770164183163465 Movie Vector: [1.0272930514686593, -0.03656248139009685] User Vector: [1.5081937314920213, 0.5745839914984374] Predicted: 1.5283487241341334 Movie Vector: [2.759374932736074, 0.3857616047998407] User Vector:
avg loss: 13.202836693666912: 45%|████████████████████▏ | 31479/70000 [00:50<01:00, 637.31it/s]
[1.8240670212832617, -0.8281736352215351] Predicted: 4.713807223583614 Movie Vector: [1.3450907852618696, 0.4273257880889523] User Vector: [1.6204827786582068, -0.3180466472504671] Predicted: 2.043786919063349 Movie Vector: [0.6771235581429277, 0.23576519496491982] User Vector: [2.077252077792197, -0.49086949982627565] Predicted: 1.2908263747455673 Movie Vector: [0.16617926534431438, -1.9910706818624806] User Vector: [1.0200994368840006, -0.7727546586041489] Predicted: 1.7081285200189034 Movie Vector: [-0.1892664622190613, -0.1279191784419887] User Vector: [2.018471006216463, 0.2958137592830148] Predicted: -0.41986911949765826 Movie Vector: [1.1589775917708467, -0.724520755555225] User Vector: [0.06487171779837059, -0.10261929486886923] Predicted: 0.1495346763209311 Movie Vector: [-0.14291877248909496, 0.4175168130111363] User Vector: [1.7628387174985096, -0.7215246374637578] Predicted: -0.5531914127440212 Movie Vector: [1.0837870950649386, 0.04600653807399785] User Vector: [1.5878201228084048, 0.5431068520930896] Predicted: 1.745845424453245 Movie Vector: [0.744592978859548, -0.9040321112308773] User Vector: [1.6790919467074334, -0.5007734907968675] Predicted: 1.7029553905115138 Movie Vector: [1.4195010183217702, -0.18950909340956976] User Vector: [1.732619737577565, -0.7346038650356009] Predicted: 2.5986695943338147 Movie Vector: [0.3784632751824036, 0.1736417189374907] User Vector: [2.1394970620610976, -0.7983187951358699] Predicted: 0.6710996175032742 Movie Vector: [0.29292653545612196, 0.06386941326935562] User Vector: [1.1230354285661397, -0.8769111594079886] Predicted: 0.2729590760436218 Movie Vector: [0.2737302871642119, 0.590555859167614] User Vector: [2.0263370632691458, -0.07432944512503982] Predicted: 0.5107741368928791 Movie Vector: [0.7987229546522069, -0.6629883339006788] User Vector: [1.8016566513389571, -0.42669247352194717] Predicted: 1.7219166559345278 Movie Vector: [0.7008861616559006, -1.8029587997455083] User Vector: [1.5809884303748425, 0.23672216331889612] Predicted: 0.6812926051372131 Movie Vector: [1.3698291778564453, 1.1013317108154297] User Vector: [1.6492887255854995, -0.717612346483969] Predicted: 1.4689145857612247 Movie Vector: [1.6176944854725956, -0.3831198528924861] User Vector: [2.288999038348599, -0.7564086563486521] Predicted: 3.992696294735502 Movie Vector: [1.4496444583120256, 0.31940655812153734] User Vector: [0.7056296473969736, -0.8668466788778705] Predicted: 0.7460355938502252 Movie Vector: [0.32887882587078854, -0.28482527588819817] User Vector: [2.016066813735841, -0.9256679549901284] Predicted: 0.9266953172394325 Movie Vector: [0.8863805950861043, 0.2174586581513127] User Vector: [1.834525630490014, -0.7752405217179754] Predicted: 1.4575051564571349 Movie Vector: [0.348884160161396, -0.050405378151049465] User Vector: [1.5596483222716355, -0.29222961272355236] Predicted: 0.5588665391991352 Movie Vector: [1.4611254973859302, -0.34839947036448543] User Vector: [1.1422623980785673, -0.4264837793147189] Predicted: 1.8175754373700843 Movie Vector: [1.7103450673190834, -0.08010389945169688] User Vector: [1.0649028930710078, -0.4777856101718011] Predicted: 1.8596239008144893 Movie Vector: [1.3952772063489265, 0.5632268972644409] User Vector: [1.7352262757434533, 0.3115705715237635] Predicted: 2.5966065966808154 Movie Vector: [1.1733988293123803, 0.0766578355343483] User Vector: [2.051524283369832, 0.6860720192063983] Predicted: 2.459848988425123 Movie Vector: [1.0483393071769855, 0.17398035827173555] User Vector: [0.586498146066622, 0.9482943605536648] Predicted: 0.779833652704262 Movie Vector: [2.1550309683457414, -0.10523216501972896] User Vector: [1.3993270282703083, 0.8014303719738958] Predicted: 2.9312568276103512 Movie Vector: [2.6466584803262934, 0.8359398000125673] User Vector: [1.7057236221837688, 0.3041052643321073] Predicted: 4.768681583594105 Movie Vector: [1.074852641775244, -0.17696440089826368] User Vector: [0.8322486751774754, -0.4363079011611757] Predicted: 0.9717556534646227 Movie Vector: [0.4675935860614442, -0.22470635276879655] User Vector: [1.6028046342201148, 0.21765057761758602] Predicted: 0.7005536991964152 Movie Vector: [1.6538103875045693, 1.2131313888003468] User Vector: [1.337336793175772, -0.16687900523162502] Predicted: 2.0092553207678803 Movie Vector: [1.0161689722265872, -0.004852838741941007] User Vector: [1.3898990909543005, 0.3672681081357919] Predicted: 1.4105900378498588 Movie Vector: [1.5099632473990214, 1.108486291651336] User Vector: [1.2798772963731142, -0.39674149835018124] Predicted: 1.4927851664534402 Movie Vector: [0.6914782757799373, -0.8881911471157357] User Vector: [-1.176842450524044, 0.8084886918570355] Predicted: -1.531853487203603 Movie Vector: [0.7586660858187072, -0.9387660017737394] User Vector: [1.9594401322246877, -0.2140107423316668] Predicted: 1.6874667844263227 Movie Vector: [1.070720571363681, -0.44646458769751585] User Vector: [0.1793720213648032, 0.6785879021590893] Predicted: -0.11090815475159951 Movie Vector: [1.8914463769354377, 0.1447322042884896] User Vector: [0.9752208712841159, 0.2732260410647274] Predicted: 1.8841225908944772 Movie Vector: [1.6036013759444034, 0.8359207864033311] User Vector: [1.584323535281997, 0.19312338773416207] Predicted: 2.7020592552669283 Movie Vector: [-1.2050145054064507, -0.8058178954315581] User Vector: [1.7557223553184953, -1.0302597452525817] Predicted: -1.2854691659578767 Movie Vector: [-0.5709974154313939, -0.729812609553609] User Vector: [-1.029402310414974, 0.5575067587567505] Predicted: 0.18091059623401728 Movie Vector: [2.664413918246229, 0.8391053316800372] User Vector: [0.0026007542482449075, -0.5751711111115889] Predicted: -0.4756996601451036 Movie Vector: [0.9971210697573997, 1.0833996485455701] User Vector: [2.016968546804527, -0.0516479937772259] Predicted: 1.955206416750427 Movie Vector: [1.3848317809525814, -0.6236094618729484] User Vector: [0.9396004338692707, 0.9763258318784234] Predicted: 0.6923425155886381 Movie Vector: [1.237569166978255, -0.3589273073233065] User Vector: [2.143872073576033, 0.04445563568539828] Predicted: 2.637233634591529 Movie Vector: [2.228288507116734, -0.466119700921961] User Vector: [1.1467442895736706, -0.2411057972200099] Predicted: 2.667661283149496 Movie Vector: [0.7952384094462144, 0.01812880474468101] User Vector: [1.7332735603634029, 0.3128068365158378] Predicted: 1.3840365233405665 Movie Vector: [-0.3275513376723435, 0.04592879283894705] User Vector: [-0.5107091331367659, 1.173378461780441] Predicted: 0.22117531601322687 Movie Vector: [-0.5555104448934097, -0.10768497833397467] User Vector: [1.3058951160629897, -0.43491666719260746] Predicted: -0.678604385024562 Movie Vector: [0.8531263633999315, -0.4223808223516902] User Vector: [1.838555049665713, -0.4505767701218412] Predicted: 1.758834770128522 Movie Vector: [2.407607938350945, 0.09124530205499869] User Vector: [2.1153352401349466, -0.4732515722476815] Predicted: 5.0497159337646575 Movie Vector: [1.6247078734535505, -0.4094758308329333] User Vector: [-0.8802849166052971, -1.1386648226669052] Predicted: -0.9639501105892626 Movie Vector: [0.2513628731753021, 0.846240621663251] User Vector: [0.6629725736760176, -0.2496974055275356] Predicted: -0.04465739672569419 Movie Vector: [1.1239853847876171, 0.24607055311473924] User Vector: [1.6158060182985643, -0.2772422973649772] Predicted: 1.7479211837600583 Movie Vector: [1.4803610283556852, 0.14989201100072272] User Vector: [1.4059806352644753, 1.0088413032459733] Predicted: 2.232576190792427 Movie Vector: [1.083605499786955, -0.16666491057037533] User Vector: [0.05061721910555465, -0.22052903960918077] Predicted: 0.09160354967133524 Movie Vector: [1.895629333304849, -0.5462346809287761] User Vector: [1.0902446577544875, -0.3241343019569853] Predicted: 2.243753150725858 Movie Vector: [2.241880555508477, -1.082850857264319] User Vector: [1.5101032468098543, -0.7212001241273038] Predicted: 4.166423278503615 Movie Vector: [1.0225677662897505, 0.26054234465770676] User Vector: [1.6685422241948737, -0.3419951904019151] Predicted: 1.6170932663861104 Movie Vector: [0.2651135512528977, -0.07255796771832168] User Vector: [1.4571035287367176, 1.0140176846583113] Predicted: 0.3127228286172748 Movie Vector: [1.8182075502818857, -0.09083607836068462] User Vector: [0.5283629456654035, 0.1161256850057449] Predicted: 0.9501250952751444 Movie Vector: [1.5391943644350796, 0.8490484273960928] User Vector: [-0.0009051808337299239, 0.5956197074324803] Predicted: 0.5043167266835965 Movie Vector: [1.6117655923061558, 0.0711641262773853] User Vector: [1.3496723189199165, -0.875976544720479] Predicted: 2.113017299078666 Movie Vector: [2.212495302737813, 0.13489671002918488] User Vector: [0.9787199147891278, -0.4604230162562941] Predicted: 2.10330366405221 Movie Vector: [-0.7479094909477061, -0.634000042583297] User Vector: [0.9178987634983558, -0.8200764881730473] Predicted: -0.16657666852631148 Movie Vector: [2.668371424851757, 0.9635576569763763] User Vector: [2.1293315554899315, -0.47273613544186016] Predicted: 5.226338953670051 Movie Vector: [1.504861436237928, 0.5829034210779586] User Vector: [0.9781959030440069, -0.9397805900710092] Predicted: 0.9242479705618074 Movie Vector: [1.114753986923227, -0.5005712709707718] User Vector: [0.8738289896067124, -0.0021930027784954134] Predicted: 0.9752021042412516 Movie Vector: [2.1219056029955254, -0.32319701389238314] User Vector: [2.352214484377112, -0.04245617480984659] Predicted: 5.004898802766859 Movie Vector: [1.1312209211299213, -1.8852053454503457] User Vector: [2.084929142823139, 0.320454761649304] Predicted: 1.7543924357987242 Movie Vector: [1.0347883808003544, -1.597973181531399] User Vector: [-0.5322133833003332, -1.2456171759235877] Predicted: 1.4397346164351417 Movie Vector: [1.1894095454692797, 0.22902161480363797] User Vector: [1.953605414705833, -0.25706534264031133] Predicted: 2.264763408450054 Movie Vector: [-0.8334349067219683, -1.395248600137496] User Vector: [1.7360811265289522, -0.5014077985088088] Predicted: -0.7473220827829878 Movie Vector: [0.7026723502622708, -0.3843017575116837] User Vector: [2.2058244555408866, -0.5572779602840947] Predicted: 1.7641347540006125 Movie Vector: [1.3209182477620254, 1.7151941264188115] User Vector: [1.6894477350320531, -0.5709396060757745] Predicted: 1.2523500829630236 Movie Vector: [0.5860591492107315, -1.4114063578900646] User Vector: [1.3114134835835403, -0.06216602854282195] Predicted: 0.8563073983825654 Movie Vector: [0.5301604852331454, 1.2033553689459264] User Vector: [0.8597210364914576, 0.09957132106689982] Predicted: 0.5756098056703464 Movie Vector: [0.05026238448638182, -1.1550457069859204] User Vector: [1.4110694660603254, -0.1127933491417713] Predicted: 0.20120518974288457 Movie Vector: [2.3400727503368093, 0.07487995514128121] User Vector: [1.0874495456520281, -0.7627356354392602] Predicted: 2.487597438980107 Movie Vector: [0.18925748453522545, 1.0080488705998707] User Vector: [1.4119194910992776, -1.609780720072497] Predicted: -1.3555213055308224 Movie Vector: [1.428071805042569, -0.6638282225910003] User Vector: [1.7755647194682536, -0.057756812886753627] Predicted: 2.5739745163420658 Movie Vector: [2.041871398927812, 0.3504116512607047] User Vector: [1.8862042347179542, -0.474167767692876] Predicted: 3.6852325689552496 Movie Vector: [1.214190863257295, 0.9773296157111253] User Vector: [0.5999740115653491, 0.21462454870747097] Predicted: 0.9382418907449199 Movie Vector: [1.4610467719955105, 0.40804558599064855] User Vector: [0.051572329787557776, 0.24889851494554122] Predicted: 0.17691152634355478 Movie Vector: [0.6331443372664077, 0.8153138003462371] User Vector: [1.8390194389332934, -0.6104950757441744] Predicted: 0.6666196835858142 Movie Vector: [1.0902301721036998, -0.19552727499009323] User Vector: [0.3333010848011455, -1.6510812439250901] Predicted: 0.686206315457029 Movie Vector: [0.04983707542113494, -1.0947227190974014] User Vector: [1.2745863728664049, 0.13654807489827983] Predicted: -0.08596062264486667 Movie Vector: [0.6455189983622187, -1.0226204831127328] User Vector: [1.4716731305452064, 0.13477290543059137] Predicted: 0.8121714314841944 Movie Vector: [0.9038333287745844, 0.4502927156585258] User Vector: [1.412555168519429, -1.282057702382236] Predicted: 0.6994131956040326 Movie Vector: [1.0725177657353293, -0.2791903490243852] User Vector: [0.6189729392914387, -0.5011231668528914] Predicted: 0.8037682257573475 Movie Vector: [2.977771521898628, -0.6591214427726094] User Vector: [1.95677114928326, -0.10291679402487003] Predicted: 5.8946520689717445 Movie Vector: [0.5781269073486328, -1.5973949432373047] User Vector: [1.6783614818343706, -0.29965899437281723] Predicted: 1.4489796952126874 Movie Vector: [0.6509179304753673, -0.8679601443440673] User Vector: [1.5097504085424347, 0.36817120234130485] Predicted: 0.6631656815352941 Movie Vector: [2.3755944210401454, -0.9907000091522585] User Vector: [1.1970693464753435, 0.1889438001126479] Predicted: 2.656564636584136 Movie Vector: [1.3038477540242275, -0.8255806172301732] User Vector: [1.7911019904839849, 0.3141251334012681] Predicted: 2.0759886859999375 Movie Vector: [2.5167162994119727, -0.9115483456638411] User Vector: [1.4693726588574139, 0.7268110711507831] Predicted: 3.0354706909391007 Movie Vector: [1.5866069326724412, 0.051232944836149] User Vector: [0.2793446413749016, 1.16675422427764] Predicted: 0.502986399420076 Movie Vector: [-0.5108926653224988, 0.4134191539535347] User Vector: [1.6722306309715609, 0.1842872831191328] Predicted: -0.7781424714194772 Movie Vector: [1.9557985231873598, 0.4985240800319609] User Vector: [1.708121803998802, 0.048330557138830735] Predicted: 3.3648360482200537 Movie Vector: [1.970258932492734, 0.6304959880541061] User Vector: [1.5104737730541717, -0.14874148828611278] Predicted: 2.8822435320343938 Movie Vector: [1.7472439082511946, -0.7404157317420879] User Vector: [1.4494956475249772, 0.4452621903886411] Predicted: 2.2029433096609465 Movie Vector: [2.304170048518896, -0.4102069316911656] User Vector: [1.6343976615378195, 0.41741330940677074] Predicted: 3.594704306185961 Movie Vector: [0.1711143172376027, -1.6659944585026305] User Vector: [0.7819003594687194, 0.33053490796417007] Predicted: -0.4168749788516583 Movie Vector: [2.034939701097927, -0.25536884187886155] User Vector: [2.199241664400383, 0.1299503493775851] Predicted: 4.4421389049747155 Movie Vector: [0.8396143060693474, -0.9500518560936828] User Vector: [2.3430881587104464, 0.4089243092165631] Predicted: 1.5787910394619535 Movie Vector: [0.3171845952690437, 0.49229406558249555] User Vector: [1.8612481579846862, 0.588902053224217] Predicted: 0.8802722296972547 Movie Vector: [1.5258996591060203, 0.5290197148640058] User Vector: [1.7933303550071802, -0.436049456802558] Predicted: 2.5057634180656407 Movie Vector: [2.613717996026299, 0.17036811891183928] User Vector: [1.5891753432302784, -0.35793279975776715] Predicted: 4.092675855650671 Movie Vector: [0.9000527031601894, -0.09223217597106155] User Vector: [1.54904689981521, -0.373666850661131] Predicted: 1.4286879562253205 Movie Vector: [2.5363130943235914, 0.2542685313032082] User Vector: [1.1244237258770269, 0.8354026654443831] Predicted: 3.0643072282993526 Movie Vector: [-0.8733546895054939, -0.8620745266624854] User Vector: [1.1465435981021677, -0.3260310175499899] Predicted: -0.7202761929933343 Movie Vector: [1.2265151581777216, -0.02765413060344435] User Vector: [1.2794523120414742, -1.0173149306002804] Predicted: 1.5974006148400546 Movie Vector: [0.19265610209470702, 0.36630379319210493] User Vector: [1.6656499100176827, -0.03265086955630237] Predicted: 0.30893748174891206 Movie Vector: [1.5808068513362266, -1.3246572135643138] User Vector: [1.1889395039097534, -0.45758836072516484] Predicted: 2.4856314364824916 Movie Vector: [1.306169452193775, -0.8610533580562831] User Vector: [1.7701271591756655, 0.36767811893972224] Predicted: 1.9954955428169368 Movie Vector: [2.422595238722836, -0.11752866343773428] User Vector: [2.2230796711296916, -0.957264145981667] Predicted: 5.498128202214408 Movie Vector: [-0.10078667302564104, -1.4193094674646534] User Vector: [0.8663657330398526, 0.47882693642763485] Predicted: -0.7669217240053452 Movie Vector: [0.9558141404381686, -0.4475466322725263] User Vector: [0.8682460999389987, -0.14183027433670364] Predicted: 0.8933575613356665 Movie Vector: [-0.3914140392197505, 0.19265637933537347] User Vector: [1.762490725659338, -0.3888216598226889] Predicted: -0.76477258720628 Movie Vector: [2.113976514000647, 0.611837247400431] User Vector: [1.1923590421278718, -0.5862671241938922] Predicted: 2.1619189478064715 Movie Vector: [2.0480810867055435, 0.28455699200669954] User Vector: [1.9710938463779766, -0.4883959876491587] Predicted: 3.8979835337348296 Movie Vector: [1.5669682388116721, -0.43435398441176265] User Vector: [1.052775355389769, -0.6115195800172623] Predicted: 1.9152815106257441 Movie Vector: [0.8044245908210812, 0.30977982110771074] User Vector: [1.2808593054392665, 0.24610339407240556] Predicted: 1.1065925880671064 Movie Vector: [1.207483640614401, -0.06144707427495559] User Vector: [1.6958923682244536, -0.3509767399105431] Predicted: 2.0693287846799064 Movie Vector: [1.723635508887433, 0.5436556047250696] User Vector: [1.5299973150206212, 0.5738079781535966] Predicted: 2.949111624031138 Movie Vector: [1.3476036277763974, -0.7090717654043911] User Vector: [1.4622212800256094, 0.18234127510363438] Predicted: 1.8412016517305367 Movie Vector: [-0.26186104060121895, -1.215871895599944] User Vector: [1.3761899079601614, -0.4771686332012501] Predicted: 0.2198054092078947 Movie Vector: [2.3045941719627763, -0.435176883681433] User Vector: [1.7391404209633867, -0.4533262442321351] Predicted: 4.205289980633059 Movie Vector: [1.5471617237152804, -0.41490476686691485] User Vector: [1.4349966185358114, -0.24730197942560983] Predicted: 2.322778611978774 Movie Vector: [1.0769278550723695, -0.541788607069538] User Vector: [1.095399555411613, -0.04564247328968658] Predicted: 1.2043948656834835 Movie Vector: [1.315459002321719, -1.0549296944250346] User Vector: [1.1400122946633888, -0.18276568649869915] Predicted: 1.6924443855818494 Movie Vector: [1.3056107040166394, -0.5509327737022133] User Vector: [1.367213750010374, -0.5356598338776082] Predicted: 2.0801614647313316 Movie Vector: [2.1492347929048776, -0.7132528390106769] User Vector: [1.8080059961904242, -0.5395410473948198] Predicted: 4.270658576610253 Movie Vector: [1.9737362398008553, -0.5897722329652219] User Vector: [1.9707288263062255, 0.1740997435602072] Predicted: 3.7870197087826263 Movie Vector: [0.751433146354733, -0.8931509572619345] User Vector: [0.8578646653090066, 0.5634774211587541] Predicted: 0.14135754649626942 Movie Vector: [-0.25387954700232923, -0.8475249874245426] User Vector: [1.7571318203066066, -0.46363711203883357] Predicted: -0.053155793012555796
avg loss: 13.173325220134696: 45%|████████████████████▎ | 31629/70000 [00:51<00:55, 693.92it/s]
Movie Vector: [0.8276170445568454, 0.184317753363825] User Vector: [0.9183646834218155, -0.6314476614856546] Predicted: 0.643667250787069 Movie Vector: [0.3904314094559571, -0.8044500685990654] User Vector: [1.9954269087896472, -0.15147382186819175] Predicted: 0.900930466857915 Movie Vector: [2.089814726003004, -1.0984704901365414] User Vector: [2.046481228159502, -0.23918204175847052] Predicted: 4.539501021738727 Movie Vector: [1.7488308379935606, 0.20706943716664708] User Vector: [1.5688885869277547, -0.01706006786372813] Predicted: 2.7401881235448315 Movie Vector: [1.6671526675037973, -1.402665899733325] User Vector: [1.1186742196308006, -0.7341728872138277] Predicted: 2.8947999827288147 Movie Vector: [2.159636725572188, -0.7977036143799857] User Vector: [1.5931354818850625, 0.11345784208545634] Predicted: 3.3500881647798044 Movie Vector: [0.9762336885843304, 0.27003927646871234] User Vector: [1.2518512102491166, -0.34476793297655894] Predicted: 1.1289984413696497 Movie Vector: [1.8017673770086327, -0.2717498413141753] User Vector: [1.4957871686403108, -0.5494383437769441] Predicted: 2.84437030613753 Movie Vector: [1.9085590165795427, -1.0839275032268123] User Vector: [1.5373760701938493, -0.37158428469884125] Predicted: 3.3369433865940312 Movie Vector: [1.646484351003548, 0.4996994676190913] User Vector: [1.8583066890558366, -0.06742430469533532] Predicted: 3.025980993734805 Movie Vector: [0.9102679175360853, -0.35597751413050616] User Vector: [-0.389522329749334, -0.35243562332420897] Predicted: -0.2291105228527432 Movie Vector: [1.9327315672362648, -0.5572653304356251] User Vector: [1.9930499832036783, -0.8584325603012183] Predicted: 4.330405321990415 Movie Vector: [1.6304246747000708, -0.9967484756021043] User Vector: [1.587809628449838, -1.1299224418850562] Predicted: 3.715052468448505 Movie Vector: [1.3858873433616583, 0.25040591743066243] User Vector: [1.6802079464507682, -0.4527027608200699] Predicted: 2.2152194770552596 Movie Vector: [0.6159384452458834, 0.0696297739667057] User Vector: [2.434567834366743, 0.3054119762038208] Predicted: 1.520809693615286 Movie Vector: [2.5208489037866912, -0.343710636594248] User Vector: [0.9738449282628702, -0.7589747054888295] Predicted: 2.7157835990521826 Movie Vector: [2.3109868205390733, -0.44640535915896173] User Vector: [2.1397340823058904, 0.35811468568574567] Predicted: 4.785032948783537 Movie Vector: [2.0155374146314613, -0.32127712672674175] User Vector: [1.7841358464790715, -0.6032827610477854] Predicted: 3.7898135034369496 Movie Vector: [1.8876319786120008, -0.16896734302518224] User Vector: [1.9342197275057673, -0.25953190801156995] Predicted: 3.6949474282290478 Movie Vector: [1.197431110002723, -0.45421252919928995] User Vector: [0.528290954504655, 0.5329266072048646] Predicted: 0.3905300819207891 Movie Vector: [0.8375867119227368, -0.8149115444560399] User Vector: [1.158982447811712, -0.8690733067381309] Predicted: 1.6789661682782646 Movie Vector: [0.4197942631985483, 0.8671548060491145] User Vector: [2.1083841421510945, 0.05474806055238844] Predicted: 0.9325626113236936 Movie Vector: [1.605425155404872, 0.12983205723864577] User Vector: [0.3329141871966146, -0.4016027273445161] Predicted: 0.4823279024328221 Movie Vector: [1.335465082403901, -0.36300889697674815] User Vector: [1.201588391692151, -0.8039330741613215] Predicted: 1.8965141990211567 Movie Vector: [0.25198326722669157, -1.2203875660851258] User Vector: [1.8007831464722877, -1.090088490109692] Predicted: 1.7840976600772258 Movie Vector: [1.194879472298145, -0.8036260980980117] User Vector: [1.7802940259819642, -0.24123145987615718] Predicted: 2.3210966831396327 Movie Vector: [2.1699849674898823, -0.9138656184403727] User Vector: [-0.13890478553721133, 0.6471269398596707] Predicted: -0.8928083576324385 Movie Vector: [-0.4017445805962779, 0.5093200065652936] User Vector: [1.2734488341435708, 0.05492269669465377] Predicted: -0.4836279395427232 Movie Vector: [1.887826415957555, 0.4577673010986774] User Vector: [2.2895307207164444, -0.7565345751005448] Predicted: 3.975919784083232 Movie Vector: [0.416158400745973, 0.03900832476691941] User Vector: [1.7344782310089413, -0.2624432097197895] Predicted: 0.711580216787763 Movie Vector: [0.2399093415214158, 0.27913571186823893] User Vector: [1.72677097081758, 0.696914031404653] Predicted: 0.6088020808342436 Movie Vector: [1.0222562072841261, -0.19325764150098285] User Vector: [2.0791213346673882, -0.2807930850779223] Predicted: 2.1796600994325384 Movie Vector: [1.7708138411826764, 0.0027517000102079622] User Vector: [2.270460636719817, 0.3965063339695258] Predicted: 4.021654187847115 Movie Vector: [-1.390770853651184, 0.2942448283806939] User Vector: [0.10073665194609284, -0.19780157954306307] Predicted: -0.19830369124710853 Movie Vector: [2.193771784694663, 0.395175619948296] User Vector: [0.3575562519046248, 0.05417058980154009] Predicted: 0.8058037132773317 Movie Vector: [0.046072262506832634, -1.338142805965585] User Vector: [1.5640730452592595, 0.14088253315881305] Predicted: -0.11646056431162796 Movie Vector: [0.9848527666254813, -1.2327484577598748] User Vector: [1.4067302535665935, -0.3905571795041104] Predicted: 1.8668809428215631 Movie Vector: [0.8352626969477309, -0.5773714283213144] User Vector: [0.04648552627445973, 1.5356928169468842] Predicted: -0.8478375291383654 Movie Vector: [2.0850567718665673, -0.6807720130608631] User Vector: [0.7685070213220423, 0.38476048030251] Predicted: 1.3404466023127244 Movie Vector: [1.814637285523498, -1.1344231278882928] User Vector: [2.209178934916178, -0.6610722938004528] Predicted: 4.7587941649853835 Movie Vector: [2.2727246129238345, -0.052993964804862126] User Vector: [1.7571491336839495, -0.2556343746742787] Predicted: 4.007063163755707 Movie Vector: [1.270767720759798, -0.836669865898832] User Vector: [1.5467982846441295, -1.215177343588419] Predicted: 2.9823235957558074 Movie Vector: [0.9137799408431215, -1.0869994806724748] User Vector: [0.5685229912989289, -0.45640500537331874] Predicted: 1.0156169091742053 Movie Vector: [1.8639709147172434, -0.7701562516954946] User Vector: [1.2902293215862093, 0.13223159351580438] Predicted: 2.303110940334201 Movie Vector: [2.6209501688569965, -0.4217254477524436] User Vector: [1.6709641868466567, -0.5765698478752224] Predicted: 4.622668044925476 Movie Vector: [-0.19805009839234716, -1.7665515673567804] User Vector: [0.28110862390884167, 1.3510711078773359] Predicted: -2.4424103738552527 Movie Vector: [1.2835071127047868, -0.2368838387366369] User Vector: [2.035804909156578, -0.897952742064826] Predicted: 2.8256805735261956 Movie Vector: [2.775614934224094, -0.13834062901371671] User Vector: [2.228875484492829, -0.6733856203024513] Predicted: 6.279656671565692 Movie Vector: [1.200152547331967, -0.5496725298747154] User Vector: [1.4113235012725573, -0.9887104162550079] Predicted: 2.2372704509781034 Movie Vector: [1.3710957988150563, 0.23663079621304123] User Vector: [-0.0881763780704172, -2.635374472285439] Predicted: -0.7445090212235038 Movie Vector: [1.0565824452636405, -1.2526631079955033] User Vector: [-0.9039804188406588, 0.9982378480801957] Predicted: -2.205585566703994 Movie Vector: [2.7914160862065542, 0.10085701694181255] User Vector: [2.1333889438543587, -0.17602026263078702] Predicted: 5.937423337400013 Movie Vector: [0.6196460257708392, -0.06559248110702282] User Vector: [1.7525861531381297, 0.7269501244069414] Predicted: 1.0383005823121352 Movie Vector: [2.220358478358641, -0.42374501832839717] User Vector: [1.2492641395291952, -0.16712735552658778] Predicted: 2.8446336082438517 Movie Vector: [1.5068226390822639, 0.4755617732555565] User Vector: [1.2647155226189353, 0.8738030892397379] Predicted: 2.321249328076002 Movie Vector: [2.057129868005346, 0.28231489253078706] User Vector: [0.1030674378531879, -2.151160967147067] Predicted: -0.3952816724299706 Movie Vector: [2.014471937321231, 0.37728052471058166] User Vector: [0.9566214331538989, -0.5024523287571572] Predicted: 1.7375215534929933 Movie Vector: [1.233397514977053, -0.6327971467459858] User Vector: [-0.1620128764392268, -0.1422117678326163] Predicted: -0.10983507827624454 Movie Vector: [0.4162738885616688, 0.416128813643845] User Vector: [1.1149119684127262, -0.9662063987524778] Predicted: 0.06204241804714955 Movie Vector: [2.678603368159585, 0.15575387070447438] User Vector: [1.5155698813306362, 0.6397700982262249] Predicted: 4.159257257973181 Movie Vector: [2.8383449340697147, 0.7715382018698483] User Vector: [2.416839799137682, -0.2902943980480465] Predicted: 6.635851782457627 Movie Vector: [0.6342091536631544, -0.05019972621143691] User Vector: [1.2946327791758947, -0.7859978801434602] Predicted: 0.8605248375716932 Movie Vector: [2.297041838806414, -0.4805752574041606] User Vector: [1.296666092939304, -0.5478592265997971] Predicted: 3.241783855287669 Movie Vector: [1.3376282337222913, 0.0898256872140682] User Vector: [1.4761193330858358, -0.09230925434851098] Predicted: 1.9662071540708599 Movie Vector: [1.772168779907272, -0.5188826762018598] User Vector: [1.5111313308962522, -0.6446125162874524] Predicted: 3.0124580345185117 Movie Vector: [2.245166503040433, 0.4029620373040105] User Vector: [0.5856992608949652, -0.3432345070094882] Predicted: 1.1766818851993341 Movie Vector: [2.829746707939762, -0.6627070347568025] User Vector: [-0.30586870264037735, 0.3587772319616534] Predicted: -1.1032951498899746 Movie Vector: [1.2594662809225192, -0.39163301144726] User Vector: [0.8243334565757545, 0.6457636865296145] Predicted: 0.7853178155545931 Movie Vector: [1.537563185080895, 1.1242770917396911] User Vector: [1.7818290988472252, -0.5308538874771764] Predicted: 2.1428479597418115 Movie Vector: [1.559793980124706, -0.8540246615760644] User Vector: [0.7676589321234024, 1.0707824492686708] Predicted: 0.2829151622567774 Movie Vector: [2.272166116480486, -0.052912713369616074] User Vector: [0.3716263821637387, -0.4570480123637896] Predicted: 0.8685805240170332 Movie Vector: [1.5043490172471081, -0.34023799793139936] User Vector: [1.3502083813262773, 0.41208604146775024] Predicted: 1.8909773218025308 Movie Vector: [2.3505649767077528, -0.21922188929333225] User Vector: [1.960131942039238, -0.2618513845256511] Predicted: 4.664821047913372 Movie Vector: [2.3687822666962033, -1.3264802901692023] User Vector: [0.851166089024592, 0.14587641421341968] Predicted: 1.8227249494399558 Movie Vector: [0.16072216485974491, 0.7963931020469112] User Vector: [2.0516818776057644, -1.204355496073094] Predicted: -0.6293896565125932 Movie Vector: [1.584565426259979, -0.8194717779259192] User Vector: [1.7279703460621425, 0.3540993265596911] Predicted: 2.447907663274322 Movie Vector: [2.1937824293028254, -0.24084971984909875] User Vector: [2.202734162863192, 0.0773125403720997] Predicted: 4.8136987992248965 Movie Vector: [0.7540198370397104, 0.27798224570692454] User Vector: [1.1099399001508687, -0.023340430919986714] Predicted: 0.8304284772327253 Movie Vector: [2.094938360973567, 0.3014010794952169] User Vector: [1.4870884981566999, -0.8752833535574508] Predicted: 2.8515473933246307 Movie Vector: [0.4383296341217766, -0.35589494128341276] User Vector: [1.4596832588788884, -0.27293309282776945] Predicted: 0.736957935844305 Movie Vector: [0.31940841800587105, 0.36381913341583133] User Vector: [1.85726565186268, -0.4381834873460011] Predicted: 0.43380674703475247 Movie Vector: [1.2711206605859169, -0.7661141956651845] User Vector: [1.6115079984519851, 0.599517439152712] Predicted: 1.589122290848045 Movie Vector: [1.9066986907827999, 0.006635503831854909] User Vector: [0.05739546615576397, 0.9475909937539224] Predicted: 0.115723603846149 Movie Vector: [2.735942565158928, 0.17995856370370117] User Vector: [2.091275244938975, -0.8057176538701918] Predicted: 5.5766131663505085 Movie Vector: [2.1193258444466343, 0.9854760101734228] User Vector: [1.8450682746879155, 0.20222489224997528] Predicted: 4.109588659286917 Movie Vector: [1.159719695422162, 0.3540685559199864] User Vector: [1.4068112296358732, -0.886832932218973] Predicted: 1.317507035096733 Movie Vector: [-0.3470281244132695, -0.5044363068960971] User Vector: [-0.025548069363955782, -0.8225143829324713] Predicted: 0.4237720162891317 Movie Vector: [1.5622447409809919, -0.3538648309117187] User Vector: [1.15624132386769, 1.583374294293252] Predicted: 1.246031450597155 Movie Vector: [1.186879374536486, -1.5566677742761703] User Vector: [1.5880013092612275, 0.01771239354882956] Predicted: 1.8571936884563267 Movie Vector: [1.4537835914905437, 1.6702930114351962] User Vector: [0.5371971363466468, 0.7791116237809226] Predicted: 2.0823130825456664 Movie Vector: [1.8453495950126317, 0.30312599129302037] User Vector: [1.73001809412213, -1.277509814740777] Predicted: 2.8052417603729367 Movie Vector: [1.1615449096535142, -0.3512671095160793] User Vector: [1.702447676927128, -0.13239129537747335] Predicted: 2.0239741407384906 Movie Vector: [1.6660250797346647, -1.169168319843973] User Vector: [1.8879471711698108, 0.2900087807053904] Predicted: 2.806298257505698 Movie Vector: [1.9148800581951335, -0.2506387589395489] User Vector: [1.753464081010321, -0.14781935558528156] Predicted: 3.3947226613192587 Movie Vector: [1.3370668127019032, 0.7070265257169045] User Vector: [1.0053011090248418, 0.41496807149777404] Predicted: 1.637548183524049 Movie Vector: [-0.6584180789197951, -0.7139541789390194] User Vector: [0.0694469107793472, 0.4730094605394515] Predicted: -0.3834321826120847 Movie Vector: [1.9196330675403053, 0.4438732313761264] User Vector: [0.2864037543980811, 0.11474145862163934] Predicted: 0.6007207796214457 Movie Vector: [1.1263050014422717, -1.529582864852179] User Vector: [1.8959328341020625, -0.40047782932941534] Predicted: 2.747962658943243 Movie Vector: [1.405428638189105, 0.17870631248584137] User Vector: [1.154755024736142, -0.34272327349573467] Predicted: 1.561678969447443 Movie Vector: [1.1130883745572548, -0.2246882441968508] User Vector: [1.2498620965499252, -0.09492726669818909] Predicted: 1.412536010350301 Movie Vector: [-0.08973635145807807, 0.3189942373950103] User Vector: [1.3279993244264352, -0.8382943568802027] Predicted: -0.3865808831983617 Movie Vector: [1.616100296990809, -0.44395177683959547] User Vector: [1.5705342527737616, -0.04677958463059437] Predicted: 2.5589087520584846 Movie Vector: [0.8997055342326021, 0.2888597619683934] User Vector: [1.4933136967670992, -0.7130906025864668] Predicted: 1.13755941560168 Movie Vector: [0.8278414194558738, 0.5167009649103345] User Vector: [0.9414174730088621, 0.28500544572395664] Predicted: 0.9266069659664865 Movie Vector: [-0.04187583923339844, 0.4699230194091797] User Vector: [1.6363730812718122, -0.6542791120187278] Predicted: -0.3759853119333967 Movie Vector: [1.5247357827851598, -0.8800234932222295] User Vector: [0.21663916475440836, 0.23640951669345345] Predicted: 0.12227155774218415 Movie Vector: [2.092030299595232, -0.7320229164072507] User Vector: [1.1864820307879507, -0.8591016029553944] Predicted: 3.1110384192192275 Movie Vector: [1.0593034188656594, -0.02436733411939154] User Vector: [1.711739483672594, -0.8090737246015733] Predicted: 1.8329664570363045 Movie Vector: [1.1535391123772287, -0.2594364836735408] User Vector: [2.095939522778226, -0.8179583353857522] Predicted: 2.6299564510258895 Movie Vector: [1.6548381982157385, -0.03668520203354066] User Vector: [1.4252844542485776, 0.3951061169616811] Predicted: 2.3441206104881918 Movie Vector: [1.2829643877247174, -0.003880216781320169] User Vector: [1.5349283627051273, 0.15690307360439854] Predicted: 1.9686496091200463 Movie Vector: [-0.8263874053955078, 0.5101871490478516] User Vector: [0.7457280932431657, -0.030707826763323162] Predicted: -0.6319270426955942 Movie Vector: [2.561707620009259, -0.30024190556190666] User Vector: [1.5228350181595889, -1.2807972236594751] Predicted: 4.285607069106277 Movie Vector: [1.5420118292456246, -0.667534543507412] User Vector: [1.0276410601666035, 0.3030504464659589] Predicted: 1.382338029554046 Movie Vector: [1.0668526230474549, -0.5413687981456502] User Vector: [0.9251524548800005, 0.9506784900044998] Predicted: 0.47233365165086305 Movie Vector: [1.6581238880282323, 0.06626025536574501] User Vector: [1.5442724614262857, -0.022331330891259486] Predicted: 2.5591153782275695 Movie Vector: [-0.21785532004063718, -0.9233199012623612] User Vector: [1.1156936132892288, -0.02121922664818117] Predicted: -0.22346765493675752 Movie Vector: [1.096643714994945, -0.7454491717432747] User Vector: [1.4206594950383116, -0.6770557687310199] Predicted: 2.0626679684062017 Movie Vector: [1.8188871181181179, 0.24600056909428297] User Vector: [2.186777157080889, -0.6587025059733769] Predicted: 3.8154596098761075 Movie Vector: [1.902191418816323, 0.25819731176418825] User Vector: [1.193652301193067, 0.9651631441635226] Predicted: 2.5197576936167025 Movie Vector: [0.5169752603262399, -0.3711889026475076] User Vector: [2.161388859369288, -0.9211304930220501] Predicted: 1.4592979851386847 Movie Vector: [1.3604481683343967, 0.20549793201455407] User Vector:
avg loss: 13.151552356975778: 45%|████████████████████▍ | 31699/70000 [00:51<01:04, 591.73it/s]
[1.3093300208744505, -0.5759041208447676] Predicted: 1.662928522771624 Movie Vector: [2.072877302229872, -0.04635599074826546] User Vector: [1.5788735849416347, 0.8947105204321506] Predicted: 3.2313360247082934 Movie Vector: [0.6526649884547322, -0.3959715886002833] User Vector: [2.162089453305403, 0.3537963757189924] Predicted: 1.271026775145197 Movie Vector: [1.1702179752650022, -0.7423016971947091] User Vector: [1.8900219837128915, -0.18481338585714974] Predicted: 2.3489249889729056 Movie Vector: [1.0095843254125054, -0.11865380099720509] User Vector: [0.6391104716156488, -0.22858410037487326] Predicted: 0.6723582867071584 Movie Vector: [0.6330077880452507, -0.749692630224432] User Vector: [-0.10338989882277916, 0.011492598286810617] Predicted: -0.07406252739778155 Movie Vector: [1.287677378453615, 1.110784748825237] User Vector: [1.4946161399322129, -0.8600256287696754] Predicted: 0.9692800408261831 Movie Vector: [1.2800946985844612, 0.12906647736455898] User Vector: [-0.9140787800259003, -0.75660926062087] Predicted: -1.267760292409446 Movie Vector: [1.0391369830426032, -0.7962346241695983] User Vector: [1.5893351029007343, -0.01463910840752293] Predicted: 1.6631930488530164 Movie Vector: [1.9433269855073843, -0.036024817858889134] User Vector: [1.6087159753394775, -1.1427033876815802] Predicted: 3.167426848302003 Movie Vector: [0.10983350623298531, 0.3089769100859137] User Vector: [-0.09709029108737317, 1.262945007899669] Predicted: 0.37955707905796227 Movie Vector: [1.340004439806592, -1.5549598339851662] User Vector: [1.6313508333769624, 0.21736760014557174] Predicted: 1.848019472171201 Movie Vector: [1.103902757105009, -0.32093202336594473] User Vector: [-0.7039067481277678, 1.7938301969741361] Predicted: -1.3527421546929048 Movie Vector: [-0.12724351377841048, -0.010791455446158033] User Vector: [1.109023719167359, 0.057119733840516364] Predicted: -0.14173247995329222 Movie Vector: [0.3421964689374052, 0.8120296842925327] User Vector: [1.4784074150124151, -0.5858822095340748] Predicted: 0.030152051427559168 Movie Vector: [0.277756457600824, -0.13505637415654592] User Vector: [0.9091376344970656, -0.42247818833723094] Predicted: 0.3095772211065504 Movie Vector: [2.1985396596350393, 0.024853911212862304] User Vector: [0.43463045765848407, -1.1136577041067564] Predicted: 0.9278735487481155 Movie Vector: [2.244976466630983, -0.8827814243923675] User Vector: [1.78878892257874, -0.7409653705420846] Predicted: 4.669899500192022 Movie Vector: [-0.7016468048095703, 0.13655662536621094] User Vector: [1.543274755105705, -0.1455304858685004] Predicted: -1.1027069529012976 Movie Vector: [2.358942434261241, -0.17631458879970707] User Vector: [0.9596860827541971, 0.3500126465986149] Predicted: 2.2021318883190886 Movie Vector: [1.3808275156000007, -0.06191510464375935] User Vector: [0.7632181029917089, -0.3459817732196027] Predicted: 1.075294054708712 Movie Vector: [2.1691790036876366, -1.0298524216764011] User Vector: [2.1670574696513043, -0.833953103022898] Predicted: 5.559584185664748 Movie Vector: [1.3163919006934095, 0.7174096925802291] User Vector: [2.1200318529921716, -0.6677296647380084] Predicted: 2.3117570269845418 Movie Vector: [1.8471390619168995, 0.03691365077009983] User Vector: [0.9545282065002851, 0.44858345518701326] Predicted: 1.7797051889341753 Movie Vector: [0.25871031584323223, -0.8582879284277491] User Vector: [1.0297601382898145, -0.8885039928877584] Predicted: 1.0290018220751462 Movie Vector: [1.176092534268769, -0.3602020955070713] User Vector: [2.212869266348131, 0.3229882833668024] Predicted: 2.4861979669718908 Movie Vector: [2.4479627592033695, -0.9792774889276306] User Vector: [1.9135754971873384, -1.3013102595027202] Predicted: 5.958705397280263 Movie Vector: [1.3796493146456414, -1.2890749480354144] User Vector: [1.6994016396418066, -0.6563575230355585] Predicted: 3.1906723473392136 Movie Vector: [1.823737431604683, 0.39261350806795126] User Vector: [1.4619289826312154, 0.16192150148039847] Predicted: 2.729747176700149 Movie Vector: [1.552790073660593, -0.8494089856628166] User Vector: [0.42274047454308644, 0.43980295076763737] Predicted: 0.2828546343020208 Movie Vector: [2.0415859532150713, 0.19659675129687146] User Vector: [1.1265487004904593, 0.6526766881087007] Predicted: 2.428260119063386 Movie Vector: [-0.5382501887465052, 0.4075999794035426] User Vector: [0.6109786611744097, 0.7963094913948852] Predicted: -0.004283647405812385 Movie Vector: [1.7526465592871352, -0.21832429415929677] User Vector: [1.4502383977126174, -0.27167690105567505] Predicted: 2.6010690055594723 Movie Vector: [0.9608189438400682, 0.11019143452661642] User Vector: [2.6213261771540437, 0.4183311058058193] Predicted: 2.5647163536493207 Movie Vector: [2.29647491711419, -0.9124499825264215] User Vector: [1.0619909084147734, -0.03284663462228072] Predicted: 2.468806394564992 Movie Vector: [1.3197273270438352, -0.25344601783973675] User Vector: [1.713793039394628, -0.3648523613875304] Predicted: 2.3542098850796966 Movie Vector: [0.8103835627839299, -0.9999353957988957] User Vector: [1.4911797681036516, 0.11526554434311011] Predicted: 1.0931694755224486 Movie Vector: [2.324533430570834, -0.11731712050150345] User Vector: [1.6049936492552883, -1.2534930067184518] Predicted: 3.8779175836647775 Movie Vector: [1.6554680396308683, -0.43356987448058265] User Vector: [1.6058235537511705, 0.20433085650791094] Predicted: 2.5697978667128796 Movie Vector: [1.9623547020020522, 0.29757981459733013] User Vector: [1.6603546063271337, 0.006281035277399795] Predicted: 3.260073778030145 Movie Vector: [0.6301680653022472, 0.21657078732853663] User Vector: [2.087569955053756, 0.8775398538489854] Predicted: 1.5055694168195684 Movie Vector: [1.3695311042175475, -0.26404883001725965] User Vector: [1.5025537460101475, -0.02399845163957181] Predicted: 2.064130853997144 Movie Vector: [2.1045818911424736, -1.145736473025543] User Vector: [2.184906131247086, 0.03540140841087014] Predicted: 4.55775319285597 Movie Vector: [2.90805472144088, 0.702139544625063] User Vector: [2.1087193512368563, 0.048041795447611196] Predicted: 6.166003309936645 Movie Vector: [2.3316855752118033, -0.44294113054989886] User Vector: [1.4471371875575263, -0.34906946997634575] Predicted: 3.5288861312522384 Movie Vector: [0.7012047034773794, -0.7512043566336365] User Vector: [1.7915156596350066, -0.4325913786283539] Predicted: 1.581183735157217 Movie Vector: [1.7093064384641314, -0.6181995101186165] User Vector: [1.2202265552804945, -0.0957178256558491] Predicted: 2.1449138202559226 Movie Vector: [0.5002683760656967, -0.12375730665591254] User Vector: [1.7788057858407136, -0.6794210492630133] Predicted: 0.9739636009609239 Movie Vector: [1.7959890466002764, 0.570790970767661] User Vector: [1.529776240940902, -0.05497513966437326] Predicted: 2.71608205914209 Movie Vector: [2.5530655833465667, -0.1083797687349124] User Vector: [1.0667861748674823, -0.609557112288782] Predicted: 2.7896387267046805 Movie Vector: [1.4801695178637455, 0.15652373834904848] User Vector: [1.0261148766381227, 0.02908779873665345] Predicted: 1.5233768932248726 Movie Vector: [-0.3643236361960377, -1.6762640324021183] User Vector: [1.9038669285315104, -0.8230509323843411] Predicted: 0.6860269525549173 Movie Vector: [1.8647700426240446, -0.3503734718403903] User Vector: [0.6501210171494488, -0.5534710578865483] Predicted: 1.4062477729754483 Movie Vector: [1.9193137802093878, 0.2149088384118664] User Vector: [2.2407959930643524, -0.05257666599114009] Predicted: 4.289491437910667 Movie Vector: [0.7314865188750873, 0.32196389539983783] User Vector: [1.4059576046235052, 0.9939807794849616] Predicted: 1.3484649576075496 Movie Vector: [2.0130105155821445, -1.6179328009626908] User Vector: [1.338434178784884, 0.45231747941449607] Predicted: 1.9624627899150435 Movie Vector: [1.642525845827868, -0.7560513353662931] User Vector: [1.7325820272322912, 0.042112032280709616] Predicted: 2.813971901505062 Movie Vector: [0.8433117908129585, -0.31146208787887475] User Vector: [1.3628179612214029, 0.6754284948684741] Predicted: 0.9389100862050654 Movie Vector: [2.3696500330739565, -0.9147132375866378] User Vector: [1.694378193131784, -0.7294984650922675] Predicted: 4.682365244213554 Movie Vector: [2.28530957941436, -0.4324342181657297] User Vector: [2.081602161689345, -0.7073651123086343] Predicted: 5.062994239937198 Movie Vector: [-0.5300193493486598, 0.0028037713657180444] User Vector: [0.8396352678122824, 0.6745192476653915] Predicted: -0.4431317405838237 Movie Vector: [0.9261820490188014, -1.1086659502880445] User Vector: [-1.1707509998393195, -1.978589796100569] Predicted: 1.1092665766020742 Movie Vector: [0.828041033883175, 0.5069966931615402] User Vector: [-0.15469584980763068, 0.6266162259112229] Predicted: 0.18959784300620777 Movie Vector: [1.2898131080952862, -0.046994250790236] User Vector: [1.56673468782118, -0.5092946775396836] Predicted: 2.0447288590617663 Movie Vector: [1.9868836347994692, 0.05244901318476579] User Vector: [1.9769672782515562, -0.23996519608680308] Predicted: 3.915417993958624 Movie Vector: [0.2331734912379807, -0.16669461002764452] User Vector: [0.6372660587708627, -0.4069448824108373] Predicted: 0.21642907024729044 Movie Vector: [1.9624928356289284, -0.7600590461984331] User Vector: [0.6769663387075264, -0.43532642203995503] Predicted: 1.659415374796132 Movie Vector: [1.7052540552095312, -0.7947400096222332] User Vector: [0.4750785390932161, 0.1295441851809384] Predicted: 0.7071756583545232 Movie Vector: [0.11274596679191215, 1.4496374128787566] User Vector: [1.8971667067615992, -0.818485280712167] Predicted: -0.972608990291664 Movie Vector: [0.23333098795911783, -0.6942187394122976] User Vector: [0.37586789244818475, -0.48983737557309165] Predicted: 0.42775591207442626 Movie Vector: [2.431861073198626, 0.17666478206642583] User Vector: [1.4315931881037214, -0.2045218758027036] Predicted: 3.4453039341892566 Movie Vector: [0.711439495137854, -0.3926407963809094] User Vector: [0.9306178751039121, -0.7367532512818066] Predicted: 0.9513576945497024 Movie Vector: [1.7562593873250998, -0.6218826246629227] User Vector: [1.6705646153093736, -0.5757989850027104] Predicted: 3.292024171841964 Movie Vector: [1.7172116184923867, -1.3979113035951456] User Vector: [1.4179601644849016, -0.09621481432076136] Predicted: 2.569437445525149 Movie Vector: [0.9383377822525829, -0.9900447621720674] User Vector: [1.649828723695047, -0.0516139549452114] Predicted: 1.5991967514371115 Movie Vector: [1.7314366903551042, 0.08164353916673052] User Vector: [1.3902329634783868, -1.1062547622417407] Predicted: 2.3167818070981205 Movie Vector: [0.3265243432537654, -1.6002975470945515] User Vector: [1.4173998005986488, -0.2582664660062593] Predicted: 0.8761187310650869 Movie Vector: [-0.5620230982668575, -0.09710919198904341] User Vector: [0.2439510825049294, 0.38179956049510166] Predicted: -0.1741823900364254 Movie Vector: [0.6406525189722585, 0.5201889074124719] User Vector: [2.213221903812511, -0.7644932984772047] Predicted: 1.0202252540630488 Movie Vector: [1.2149301971718989, -0.33499589800368834] User Vector: [1.74097551732651, -1.365986579397725] Predicted: 2.5727636293632727 Movie Vector: [1.9419122478082869, 0.353749102764567] User Vector: [0.597862373635153, 0.42661967123378775] Predicted: 1.3119125917865049 Movie Vector: [0.8471504091705316, -1.0636486326404142] User Vector: [1.0764134800817227, -0.47278549431290556] Predicted: 1.4147617646460517 Movie Vector: [-0.4423236846923828, 0.29076576232910156] User Vector: [0.47647341960431855, 0.9490494273173357] Predicted: 0.06519560160456037 Movie Vector: [0.8352426131559396, -0.3808364953445852] User Vector: [0.5447769983251364, 0.002960495906952604] Predicted: 0.45389349878265 Movie Vector: [0.896205328208436, -0.7982905144532026] User Vector: [1.280341866839179, -0.2690521168101397] Predicted: 1.3622309557326977 Movie Vector: [2.2674660005966096, 0.5891172280389736] User Vector: [0.5964593518667637, 0.6866728579993138] Predicted: 1.756982111769932 Movie Vector: [1.0370181277698975, 0.38327590689017904] User Vector: [2.1240936843685563, 0.59306928718411] Predicted: 2.4300328246659455 Movie Vector: [1.9110085601615772, -0.6066825809654887] User Vector: [1.8672057248600376, -0.10035543118512893] Predicted: 3.629130015795533 Movie Vector: [1.778681086365025, -0.22320140929300653] User Vector: [0.007945834560594764, -1.3214360440387671] Predicted: 0.3090794929683437 Movie Vector: [1.8415165011805814, 0.39458269649971256] User Vector: [2.376605106715828, 0.4572563376464136] Predicted: 4.556982959507339
avg loss: 13.118909325530804: 45%|████████████████████▍ | 31839/70000 [00:51<00:59, 637.03it/s]
Movie Vector: [0.7851543658894391, 0.9256002542621483] User Vector: [1.8126687987822232, -0.7963336868100055] Predicted: 0.6861381582865727 Movie Vector: [2.019640212441404, 0.6022295669823574] User Vector: [1.6008511022228706, 0.15530281119949044] Predicted: 3.3266712049202662 Movie Vector: [1.9861605323468061, -0.13417245597173422] User Vector: [1.4325621549585617, 0.07342245621771568] Predicted: 2.835447141038177 Movie Vector: [-1.0356517426097118, -0.7287898174915137] User Vector: [1.7521450481934076, -0.3722176433719372] Predicted: -1.5433436440863246 Movie Vector: [1.6192696963671773, 0.06682211593903663] User Vector: [1.8543592459253042, 0.24319127781912625] Predicted: 3.0189582888669273 Movie Vector: [1.2810773724049156, -0.33605538977951116] User Vector: [-0.9561246981219568, -1.291134512904232] Predicted: -0.7909770039697086 Movie Vector: [2.4272620531943234, -0.04041945019404408] User Vector: [1.8007987940801398, -0.3563152743011163] Predicted: 4.385412645791813 Movie Vector: [2.099054049439683, 0.14979245611293326] User Vector: [1.1573471833397555, 0.7039509289012855] Predicted: 2.5347808304200297 Movie Vector: [0.876097690206895, -1.5754860091822998] User Vector: [1.7170118086701722, 0.062424210183621834] Predicted: 1.4059216098553495 Movie Vector: [2.23057132051389, -1.0774497552541673] User Vector: [1.2673771316043851, -1.0143210755089167] Predicted: 3.9198550765881253 Movie Vector: [0.9006746956792969, -0.7781616398674503] User Vector: [1.8120090760854066, 0.22152680074027875] Predicted: 1.4596470646327022 Movie Vector: [1.0622686091698408, 0.3346407303343336] User Vector: [1.2090540732812383, -0.5434991462215423] Predicted: 1.102463237607928 Movie Vector: [2.6561652673674105, 0.14248238147711653] User Vector: [0.7523536170372316, 0.2594975960540664] Predicted: 2.0353493818259065 Movie Vector: [2.0261948928761186, -0.6128734221418503] User Vector: [1.1117831425619433, -0.23332107013524284] Predicted: 2.3956856081563562 Movie Vector: [1.681200795934685, 0.25226865496074835] User Vector: [1.0882290354296418, -0.22758141534477347] Predicted: 1.7721198629804589 Movie Vector: [0.5010183567964521, -0.7807890401955669] User Vector: [1.5881810386004651, 0.5900091472255816] Predicted: 0.33503517848602093 Movie Vector: [1.4383785851365527, 1.098176689268255] User Vector: [1.5642743062476518, -0.011924340156137858] Predicted: 2.236923630991584 Movie Vector: [-0.5425181713460866, -1.5550089203973885] User Vector: [-0.2699132144606452, -0.08997517720848874] Predicted: 0.2863450267048691 Movie Vector: [0.9064841879996293, -0.8665749302761707] User Vector: [1.5859185066529624, -0.21099687587513857] Predicted: 1.6204546527368833 Movie Vector: [1.9961073743106552, 0.5999465839415655] User Vector: [1.1820290133496405, 0.13751151576109436] Predicted: 2.4419563943298606 Movie Vector: [1.6248429299744058, 0.8385100560718411] User Vector: [1.9055009329644879, -0.5248854029398804] Predicted: 2.6560180303365724 Movie Vector: [1.6973658734527508, 0.07370910169530874] User Vector: [1.598514568842665, 0.3310027628341317] Predicted: 2.7376619936777464 Movie Vector: [1.3106435383070119, -0.7560330315338513] User Vector: [2.167211209899181, -1.0156084131155247] Predicted: 3.6082748758198973 Movie Vector: [1.337673732109126, 0.968236884945798] User Vector: [1.7645350763735193, -0.1523746706425969] Predicted: 2.2128374446023975 Movie Vector: [2.1891709136224953, 1.005782373430333] User Vector: [1.9122724244112197, -1.2475718427241806] Predicted: 2.931505401443433 Movie Vector: [2.367169546761343, 0.8896555706209527] User Vector: [1.5778099502540957, 0.6198275119027787] Predicted: 4.286376663606957 Movie Vector: [-0.37708677151023823, 0.4281651609810833] User Vector: [2.085163926346595, -1.0384488665620664] Predicted: -1.2309153591778204 Movie Vector: [2.053884781705678, -0.049917376840445934] User Vector: [0.13112776117718195, 0.2077199914604353] Predicted: 0.2589524760499259 Movie Vector: [0.9253047073823275, 0.13991858945463642] User Vector: [1.3996585773522645, 0.39567420299706596] Predicted: 1.350472846719039 Movie Vector: [0.8503383271229057, -0.12836169739280956] User Vector: [1.7587014070323137, -0.35561425677528313] Predicted: 1.5411384619813158 Movie Vector: [1.8580315732748565, 1.4797502828262667] User Vector: [1.5831039022628115, -0.01912130846998593] Predicted: 2.913162272562466 Movie Vector: [0.9343503475395754, 0.11115394975075937] User Vector: [1.5851146923003063, 0.49442533635358654] Predicted: 1.536009792633427 Movie Vector: [-0.6814090411543153, -0.9166561711370733] User Vector: [1.7809924818779914, -0.9724493544459167] Predicted: -0.3221826775084138 Movie Vector: [0.3542883188513827, -0.39019772845695333] User Vector: [-0.7590745916943471, 0.5168614070449492] Predicted: -0.4706094079301939 Movie Vector: [0.3841360927389329, -0.6536282654231009] User Vector: [1.509981474979332, 0.41235651758746333] Predicted: 0.3105105085801274 Movie Vector: [1.3045249232910383, -0.356335117404741] User Vector: [1.838847879257463, -0.3829256354409133] Predicted: 2.5352727398943533 Movie Vector: [2.4365849395045895, -0.14799714287949603] User Vector: [1.0026025081173435, -0.746875726736061] Predicted: 2.5534616452312315 Movie Vector: [1.774179150741019, 0.047631937087075] User Vector: [1.4805914217689167, 0.3830991869907303] Predicted: 2.6450821876412665 Movie Vector: [1.9793991266543767, 0.37268533157980754] User Vector: [0.5532734861835517, 0.8116468892578943] Predicted: 1.3976379454015422 Movie Vector: [0.00247211098668329, -0.36821559372919516] User Vector: [0.8410614281567801, -0.5069342357944404] Predicted: 0.1887402878117276 Movie Vector: [-1.4172752711953542, -0.9276147684801194] User Vector: [1.6026123991296863, -0.055591630577835734] Predicted: -2.219775305069672 Movie Vector: [1.6919959644047902, -0.07005037542703642] User Vector: [1.7801094726527695, 0.3914725178462488] Predicted: 2.984515247082728 Movie Vector: [2.169857970231788, 0.20996681188649505] User Vector: [2.0755791074496512, -0.8195875978273589] Predicted: 4.331625674168685 Movie Vector: [1.558723060028734, -0.783570398482526] User Vector: [1.8475942040578257, -0.46482341913101505] Predicted: 3.244109563192867 Movie Vector: [1.853446221934277, -0.0345450653363002] User Vector: [-0.10710073689592123, -0.09214769945722934] Predicted: -0.19532220786778248 Movie Vector: [2.6649377270169534, 0.7232621400863033] User Vector: [1.933568115724263, 0.3851191719838293] Predicted: 5.431380735867961 Movie Vector: [2.03541603096021, 0.3659200425864213] User Vector: [1.8907285540578904, -0.23999090911442153] Predicted: 3.760601725440145 Movie Vector: [1.4933837383481197, -0.6044278982701901] User Vector: [1.6815242596291418, -1.1440530860080658] Predicted: 3.202658587253402 Movie Vector: [1.1235347739096884, 0.4559221477043646] User Vector: [1.6122871868353197, -0.7585194545793376] Predicted: 1.4656349011311536 Movie Vector: [2.2668662595498414, 0.390245433877959] User Vector: [1.268605977007867, -0.8049888809103247] Predicted: 2.5616168508446133 Movie Vector: [0.9914684295654297, 0.9666919708251953] User Vector: [0.30174495755020153, -1.1406779573549901] Predicted: -0.8035136234807678 Movie Vector: [1.0198315698145048, -1.0649750634874362] User Vector: [1.911413297050984, -0.09147670326864411] Predicted: 2.0467400311669692 Movie Vector: [1.9141837202130594, -0.17253003244498205] User Vector: [1.4524059283452364, -0.5542922698454392] Predicted: 2.875803846479823 Movie Vector: [2.09014891243867, -0.25210660088974013] User Vector: [1.88225558493804, 0.9079395496141565] Predicted: 3.7052969101232702 Movie Vector: [2.115110706595524, -0.2400658343085741] User Vector: [1.9087070254022722, -0.41782586924766474] Predicted: 4.137432381079086 Movie Vector: [1.5239426012612305, -0.35187621318133844] User Vector: [1.4926791205493861, -0.3876673381229043] Predicted: 2.4111682167311344 Movie Vector: [0.5636742717480354, 0.28838850997126597] User Vector: [0.9467745773138188, -0.010899472545870509] Predicted: 0.5305291877299446 Movie Vector: [1.3388309731263417, 0.9857275344281381] User Vector: [2.2204954632187826, -0.9635691107003308] Predicted: 2.023051498102079 Movie Vector: [1.7070701160894544, -0.8569868154484145] User Vector: [1.8694460392431145, -0.6672201937533903] Predicted: 3.763074376281306 Movie Vector: [-1.311581483173898, 1.5223644170103685] User Vector: [0.2815140792643922, -1.0429873870919426] Predicted: -1.9570355391153185 Movie Vector: [0.5274490092331957, -0.9093835356750174] User Vector: [1.216319540440577, -0.8721467006177209] Predicted: 1.4346623867514023 Movie Vector: [1.4517937656403108, 1.6674071128621706] User Vector: [-0.5955964178802464, -1.0330001686861177] Predicted: -2.587114995171298 Movie Vector: [1.2137312024125926, -0.009265514843803994] User Vector: [0.5479907918763963, 1.2552271254904812] Predicted: 0.6534831971715899 Movie Vector: [1.4000431143290155, 0.09762087165880705] User Vector: [1.6898632513356833, -0.7270396581735868] Predicted: 2.2949071640287393 Movie Vector: [1.7872784912599466, 0.49099156876194044] User Vector: [1.8320166873714898, -0.1826584341917038] Predicted: 3.1846402698169776 Movie Vector: [0.2607357834089965, -1.332453182504033] User Vector: [1.6300113314538545, -0.5828887175118126] Predicted: 1.2016742081664713 Movie Vector: [-0.2644298215261947, 0.7237892756598263] User Vector: [0.17309757687373425, 0.1373377092876778] Predicted: 0.0536313997667698 Movie Vector: [1.6443035184828576, 0.06272153458778068] User Vector: [0.5866536473497054, 0.8147300611247917] Predicted: 1.0157377761764654 Movie Vector: [1.1919127627010115, 0.24257830182907042] User Vector: [0.2822336274927146, -1.4421680705029913] Predicted: -0.013440818822753164 Movie Vector: [1.8528850829318773, -0.3402553845301154] User Vector: [1.872113894614917, -0.0745068188937493] Predicted: 3.4941632551942883 Movie Vector: [2.0759597650879638, -0.014948310652686293] User Vector: [0.9766579608501649, 0.07560296743300643] Predicted: 2.026372494334345 Movie Vector: [-0.2517502938454771, -1.7249300357843589] User Vector: [1.4686099217831596, -0.42341475379307] Predicted: 0.3606378470586121 Movie Vector: [-0.7993610289455021, 0.2702343222479652] User Vector: [2.0739394989796276, -0.23740535956973602] Predicted: -1.7219814883164364 Movie Vector: [-0.275087011326178, -0.8810358974853595] User Vector: [1.2601309254508741, -0.0937218931118179] Predicted: -0.26407329795017437 Movie Vector: [0.15464671492309093, 1.7584055065166937] User Vector: [1.97075681522091, -0.5267372887477431] Predicted: -0.6214466816354984 Movie Vector: [0.7624894759969038, 0.27780414144833293] User Vector: [1.4569482482936145, -0.45341546416288725] Predicted: 0.9849470126548366 Movie Vector: [1.7919065472695772, -0.3556592122404894] User Vector: [1.4463536196799711, 0.931129103123974] Predicted: 2.2605658774603263 Movie Vector: [2.3960297749448927, -0.03423967162684479] User Vector: [2.051286587918592, -0.8752239457786709] Predicted: 4.944911122101474 Movie Vector: [1.7819487166142338, 0.38312191703090215] User Vector: [1.2262492620718004, 0.6260920850574907] Predicted: 2.4249828986630964 Movie Vector: [-0.13007164001464844, -0.5629062652587891] User Vector: [1.5737584484639244, 0.3038365598416545] Predicted: -0.37573284552815556 Movie Vector: [1.9369381106274344, 0.47606998430049474] User Vector: [2.235020057636008, 0.1466741956156664] Predicted: 4.398922709655946 Movie Vector: [1.3020488101569043, 1.4076900299005395] User Vector: [1.172518811983734, -0.9721792958465129] Predicted: 0.15814962199114468 Movie Vector: [1.0749426575315757, -0.6144161989955225] User Vector: [1.2457206152623124, -0.33115660635639493] Predicted: 1.5425462120616922 Movie Vector: [1.0587094233444492, -0.6937258435409752] User Vector: [2.18565174341647, 0.6948345307378955] Predicted: 1.8319454259466967 Movie Vector: [1.078424142441924, -0.06933599563662098] User Vector: [1.0854942218186385, -0.04065922685899969] Predicted: 1.173442323266513 Movie Vector: [1.9843015284051597, 0.17074728064255837] User Vector: [1.7643799034295276, 0.11600664130962371] Predicted: 3.5208695576026545 Movie Vector: [0.8361379332727792, -0.4230495282757922] User Vector: [-0.5086983100085645, -0.8278981602219241] Predicted: -0.07510002744763544 Movie Vector: [1.5963694112058056, -0.36455382396368946] User Vector: [0.616030876687718, -0.5470658279675307] Predicted: 1.182847787447994 Movie Vector: [0.3968551721011529, 0.8407700413622301] User Vector: [0.7652395668504224, 0.5489431628560378] Predicted: 0.7652242457410204 Movie Vector: [1.686555331963659, -0.4296142138141087] User Vector: [1.6791230428010697, -1.1094878208301415] Predicted: 3.3085856587414573 Movie Vector: [0.12781003331160154, -0.023146442280783636] User Vector: [1.8469281500275472, -0.6962732844194657] Predicted: 0.2521721977686222 Movie Vector: [1.282666424847168, 0.45186349392446584] User Vector: [1.4665200702357077, -0.3066855802761173] Predicted: 1.7424760376160342 Movie Vector: [0.08964649956637682, 0.5715683495439238] User Vector: [1.9151263923823458, -0.46920434980547937] Predicted: -0.09649797851288694 Movie Vector: [1.640252397766836, 0.45282947850676974] User Vector: [1.3458212590112364, -0.37850299359605516] Predicted: 2.0360892338554097 Movie Vector: [-0.8289968640207773, -0.9362266497663776] User Vector: [1.4328172528757284, -1.0096092917206005] Predicted: -0.24257788458826057 Movie Vector: [2.605418597465697, 0.11620317635224003] User Vector: [1.5955394201554887, -0.7366878635708368] Predicted: 4.071442608535668 Movie Vector: [2.1118670291502113, 0.3261250843211172] User Vector: [1.7707437992376207, -0.5549161788918283] Predicted: 3.558603361049862 Movie Vector: [2.600289070046814, 0.11857156697149314] User Vector: [1.5089273720000231, 0.3838599310216512] Predicted: 3.9691622264249298 Movie Vector: [1.1101071661117128, 0.16597561316797163] User Vector: [1.2711935699652528, -0.052598545245976916] Predicted: 1.4024310157346138 Movie Vector: [2.1321730534798586, 0.615775804353506] User Vector: [1.980827021589126, 0.2703713880865882] Predicted: 4.389954158010293 Movie Vector: [1.8449384139599452, -0.5983348118555813] User Vector: [1.2567771591118366, -0.20229032069368752] Predicted: 2.43971379960534 Movie Vector: [0.3361387197923246, 0.5853822623174223] User Vector: [1.1768119866678894, -0.9161598667279272] Predicted: -0.14073166079481553 Movie Vector: [-1.4560382627766417, -0.049127132020614694] User Vector: [1.2997602914658073, -0.5149244572614015] Predicted: -1.8672039550194115 Movie Vector: [-1.1461887441385405, 0.16047091117767795] User Vector: [1.6169106166553306, 0.6456628003614066] Predicted: -1.7496746512009205 Movie Vector: [1.085744065609822, 0.13892679874775418] User Vector: [0.9586828651334165, -0.004806923084720254] Predicted: 1.0402164211844414 Movie Vector: [1.9303464156488817, -1.0979111012400147] User Vector: [2.0191263510856357, -0.823907959812316] Predicted: 4.802191010038316 Movie Vector: [1.5390519742875888, 0.9427428305799127] User Vector: [1.6216146860734215, -0.7014108816134645] Predicted: 1.8344992042032184 Movie Vector: [0.08221626281738281, 1.2288570404052734] User Vector: [0.38187639497570947, -0.5077141911941041] Predicted: -0.5925117083094662 Movie Vector: [2.5344812765355664, 0.10183055242920128] User Vector: [1.3207300530800392, -0.6203372422516978] Predicted: 3.2841963068182864 Movie Vector: [1.7387989708275244, -0.4641344243989229] User Vector: [1.2800970604181374, -0.8284528344975907] Predicted: 2.610344930695592 Movie Vector: [-0.8650747801653851, -0.3987238863707439] User Vector: [2.0268275812200978, -1.4985669362954914] Predicted: -1.1558429914306778 Movie Vector: [2.406066894226262, 0.3019162243668455] User Vector: [1.79772424024111, -0.3224180577142951] Predicted: 4.228101536739402 Movie Vector: [2.587571621305413, 0.23712229146907654] User Vector: [1.607490646543575, 0.23784043848949596] Predicted: 4.215894448288684 Movie Vector: [1.5053779320977698, 1.0311987039277204] User Vector: [1.6276450657341692, -0.5707962526892948] Predicted: 1.8616166072640419 Movie Vector: [2.1626999207702187, -0.008233766331078612] User Vector: [1.5607166532359587, 0.029463714258440674] Predicted: 3.375119184959719 Movie Vector: [-0.0773215888209863, -1.775219555211488] User Vector: [1.7463320454245579, 0.035782926627985864] Predicted: -0.19855171945392802 Movie Vector: [1.524066432684377, -0.4950079695044886] User Vector: [1.6151259187148153, 0.29810491569276965] Predicted: 2.313994888255381 Movie Vector: [1.1461295783760568, -0.22719772998379845] User Vector: [1.9085864061079258, 0.2643892484301188] Predicted: 2.127418695851305 Movie Vector: [2.033795200816101, -0.805910371065161] User Vector: [1.8415836648006445, -0.872227255461284] Predicted: 4.448341010474828 Movie Vector: [1.2182264055060181, -0.8148699209756249] User Vector: [0.648767163119874, -0.6242646281202299] Predicted: 1.2990397573220704 Movie Vector: [1.7915844319962553, -0.12574157171172723] User Vector: [2.2562609663755597, -0.027841061655524003] Predicted: 4.045782800729968 Movie Vector: [0.32716600507293314, -0.33082171298593865] User Vector: [1.468003541348649, -0.3168412568940247] Predicted: 0.585098821406255 Movie Vector: [1.2586977506769828, 0.1598273374292923] User Vector: [-0.9460295417398799, -0.16774622628685548] Predicted: -1.2175756889732032 Movie Vector: [1.3262862045806425, -0.9131280151592038] User Vector: [2.281984456573721, 1.253982363564534] Predicted: 1.8815180771348503 Movie Vector: [2.2533045382994947, -0.9219631995472065] User Vector: [0.3877682612274653, -0.41965057608332784] Predicted: 1.2606623706499651 Movie Vector: [2.574129648705603, -0.40556992485516863] User Vector: [1.4127709659476935, -0.7953489035350426] Predicted: 3.95922522531676 Movie Vector: [0.2603098791723142, -1.25905724580705] User Vector: [1.895626213872874, -0.41634119238255035] Predicted: 1.0176476256863163 Movie Vector: [2.212600879324256, 0.5633449552377158] User Vector: [1.613590924326672, 0.23116358052914424] Predicted: 3.7004575349606146 Movie Vector: [0.9517301832197413, -0.07029501084540701] User Vector: [1.9400551861298743, -0.19214403804857608] Predicted: 1.8599158449902995 Movie Vector: [1.3632775573932239, -0.04851267035268088] User Vector: [1.800551144006171, -0.8559677353060866] Predicted: 2.496176246137743 Movie Vector: [1.3910373794073962, 0.7034901494492333] User Vector: [1.5065229974057754, -1.0323119967363181] Predicted: 1.3694084814660363 Movie Vector: [0.6233581178765608, -0.748619993689222] User Vector: [-0.40209543477453547, 0.040776406054009784] Predicted: -0.2811754862706338 Movie Vector: [1.9032212933920896, -0.3103421870926756] User Vector: [1.6401463384598336, -0.3492302420942675] Predicted: 3.2299423127662643 Movie Vector: [1.4717780314459579, 0.9825948794411395] User Vector: [1.9774403380021424, 0.2272050589753805] Predicted: 3.1336037754989534 Movie Vector: [1.0621333063170562, -0.6095980968033514] User Vector: [1.53089223242664, 0.14278511317687062] Predicted: 1.538970095197935 Movie Vector: [1.21460384042553, -0.11715390567463167] User Vector: [2.102151621731045, 0.7339631932395847] Predicted: 2.467294778201841 Movie Vector: [0.6446650981734259, 0.031348540762760155] User Vector: [1.5240462204136285, -0.32519160020002935] Predicted: 0.9723051241692126 Movie Vector: [1.552968677356945, 0.19247558738193926] User Vector: [1.3902054559695982, 0.7205681344433487] Predicted: 2.2976373031372073 Movie Vector: [2.136354456619047, -0.008731124532611666] User Vector: [1.6553732153191567, -1.0242608128631205] Predicted: 3.5454068946258634 Movie Vector: [1.3728240143274058, -0.16971876850510856] User Vector: [1.7564267655088777, -0.25561753094696205] Predicted: 2.4546479356586333 Movie Vector: [0.8351222638944508, -0.03920050344388104] User Vector: [1.2104700450949428, 0.1347653599214061] Predicted: 1.0056076144803916 Movie Vector: [0.6853832421032088, -0.21287447028716283] User Vector: [1.4412820891792941, -1.458209255885302] Predicted: 1.298246113981412 Movie Vector: [1.3546549514064214, -0.7550929202059093] User Vector: [2.147439568139077, 0.13542353260322149] Predicted: 2.8067822931277013 Movie Vector: [0.5837214727624261, -0.16838080977283343] User Vector: [1.3118533424807226, -1.1462197440478583] Predicted: 0.958758373801547 Movie Vector: [1.3048587368184597, -0.03540201250013979] User Vector: [1.8512292453617012, -0.6970522143071798] Predicted: 2.4402697058682126 Movie Vector: [1.8843738688561753, 0.5676147102024295] User Vector: [1.233376484037684, -0.3521946583430172] Predicted: 2.124231548052102 Movie Vector: [1.5775048064948485, 0.470476807955881] User Vector: [1.7399869185177421, -0.6547663655037239] Predicted: 2.436785337600833 Movie Vector: [-0.3916082279697879, 0.4936720334420565] User Vector: [1.2837498276137391, -0.06473665163432166] Predicted: -0.5346856695988826 Movie Vector: [0.8015156308928507, 0.6144413850084147] User Vector: [1.526088799632821, -0.42822491123238277] Predicted: 0.960064919483483 Movie Vector: [0.9501174107692041, -0.6711001353886652] User Vector: [1.5529276171960706, 0.130138180312716] Predicted: 1.3881278163352222 Movie Vector: [0.5566012484475178, -1.026491225650324] User Vector: [1.3462890792632058, 0.6337662062353835] Predicted: 0.09879073247484482 Movie Vector: [1.1301245405619746, 0.13721050529814638] User Vector: [1.5200448339633357, 0.6744405751341573] Predicted: 1.810380301724148 Movie Vector: [2.3176217175443643, -0.8923129396637633] User Vector:
avg loss: 13.090035873526505: 46%|████████████████████▌ | 31970/70000 [00:51<01:04, 592.73it/s]
[1.51013783260378, -0.6443216246643493] Predicted: 4.0748647603210735 Movie Vector: [0.11264561916705268, 0.19124141343735013] User Vector: [-0.38134475642414034, -0.14428256343293142] Predicted: -0.07054961756878411 Movie Vector: [1.6791851511555456, -0.3782939839919392] User Vector: [1.862577968041241, -0.7348689115708951] Predicted: 3.4056097550742943 Movie Vector: [1.2653409235816722, -0.0763373150866519] User Vector: [-1.3247076011257124, 0.45518233948310616] Predicted: -1.7109541371550716 Movie Vector: [1.6453681764188812, -1.2183787529388894] User Vector: [1.8467114358895242, -0.5029920156860217] Predicted: 3.6513550124511935 Movie Vector: [2.5403924801618234, 0.698455792715705] User Vector: [0.4753274765814989, 0.3778568423517436] Predicted: 1.4714346474797753 Movie Vector: [0.6937157036156423, 0.18120538196527686] User Vector: [1.6455787183529886, -0.6704347303221968] Predicted: 1.0200774170663491 Movie Vector: [2.1913419609459557, 0.14779640695630347] User Vector: [2.206624199045288, -0.7766380625547311] Predicted: 4.720683884255606 Movie Vector: [0.8349342279041636, -0.3695659482313221] User Vector: [-1.2424398023299494, 0.16151767668986228] Predicted: -1.0970469504177671 Movie Vector: [1.370301303480265, -0.5946685264418285] User Vector: [1.2883169932479215, -0.6216395362631718] Predicted: 2.1350519221510047 Movie Vector: [1.2171235075487543, -0.8407903962589325] User Vector: [1.7271380322996788, 0.36611142767066196] Predicted: 1.7943173275472994 Movie Vector: [1.2602320918749805, -0.34711148297212] User Vector: [0.8062775361393703, 0.1566663014911277] Predicted: 0.9617161537583812 Movie Vector: [0.6976014320733198, -0.40338725570269895] User Vector: [1.3932116023890229, -0.11145896399732588] Predicted: 1.0168675346180942 Movie Vector: [0.8717683809598041, -0.5869292552125741] User Vector: [1.9460546904629847, -0.19258716282238153] Predicted: 1.809543986802992 Movie Vector: [1.5624856630162047, 1.0972306307627162] User Vector: [1.6803106181100949, -0.004775951883085869] Predicted: 2.6202209295137497 Movie Vector: [1.9329807184904333, 0.5537348665199673] User Vector: [1.3463918473123029, -0.3278858139908051] Predicted: 2.420987672943408 Movie Vector: [1.0181883562369665, -0.40420674936223844] User Vector: [0.03487803329618598, -0.6986558571676103] Predicted: 0.3179138203392299 Movie Vector: [2.0192936264577934, 0.43121017954839524] User Vector: [1.0931630292171808, 0.3797181207254434] Predicted: 2.3711554565933457 Movie Vector: [1.6591309434629387, -0.588405045359372] User Vector: [1.8514628317096913, -1.2662797280706395] Predicted: 3.816904655594122 Movie Vector: [1.3259857549786196, 0.012817921567666441] User Vector: [0.7844374459364922, 0.8693926732673962] Predicted: 1.051296686081045 Movie Vector: [1.6656367122519014, 0.03620020440628943] User Vector: [1.7784199762077662, 0.7118381562362741] Predicted: 2.9879702889337576 Movie Vector: [2.140867487800428, 0.3525350482464304] User Vector: [1.9466355868701797, 0.2708651460077015] Predicted: 4.262978295841775 Movie Vector: [2.003598803347273, -0.07883710510110054] User Vector: [1.8276678160183009, -1.0493658201319436] Predicted: 3.744642012541836 Movie Vector: [1.2429958968917576, -0.8911525885738792] User Vector: [1.6072834201980717, -0.39341221799465853] Predicted: 2.3484370128908854 Movie Vector: [2.5508637244218306, 0.989645720172867] User Vector: [2.1719485980488833, -0.021923634869044487] Predicted: 5.5186482586529655 Movie Vector: [2.3276701054093767, 0.6584271057124272] User Vector: [1.0568185668872982, 0.7024993662599481] Predicted: 2.9224696094764964 Movie Vector: [2.0010356224119903, 0.42486812918703737] User Vector: [1.5348079804913035, -0.33205360766389075] Predicted: 2.9301264474473414 Movie Vector: [2.232284840631093, 0.1853162030194045] User Vector: [1.2792875667306798, -0.10086709805453614] Predicted: 2.8370419343996818 Movie Vector: [1.9636713170285953, -0.6106234245285141] User Vector: [1.8881020333953658, -0.7314752537607317] Predicted: 4.154267731011089 Movie Vector: [2.0957261182024145, 0.01640762638276701] User Vector: [1.9071748736086775, -0.6898047300133167] Predicted: 3.9855981363139703 Movie Vector: [1.5071498622766397, 0.5053717719904982] User Vector: [1.8072863192948563, 0.7211598514672857] Predicted: 3.0883051592441246 Movie Vector: [2.03795367593239, 0.3349416161116199] User Vector: [1.9524487321881694, -0.41652833264066536] Predicted: 3.8394873979414714 Movie Vector: [2.0103170330364115, 0.04141387150121789] User Vector: [0.893176762976338, 0.6243567526465584] Predicted: 1.8214254904486802 Movie Vector: [2.5719544475234994, 0.23481161210789725] User Vector: [1.609204610350882, -0.6758826268228583] Predicted: 3.9800958653672747 Movie Vector: [2.0969621274673953, 0.015960575066643647] User Vector: [1.4833415259022482, -0.9372228481205109] Predicted: 3.09555238629511 Movie Vector: [2.3333507982015034, -0.12420344598188059] User Vector: [1.340684936421488, 0.12905143590522752] Predicted: 3.1122596334874717 Movie Vector: [1.184199341904947, -0.5275113576672056] User Vector: [2.031985353611464, -0.25044108506045465] Predicted: 2.5383862353030753 Movie Vector: [1.797826122819529, 0.05375052972841717] User Vector: [1.5549373138744935, -0.40427732680432205] Predicted: 2.7737768017574727 Movie Vector: [0.21390501471838144, -0.25720266320928004] User Vector: [1.5979735981507381, -0.2977666942079505] Predicted: 0.41840095279732675 Movie Vector: [1.1670038062687096, -0.3987698845411024] User Vector: [1.8053106849287008, -0.5921719381572083] Predicted: 2.342944776216796 Movie Vector: [1.2198303001367898, -0.9921164117063541] User Vector: [1.5903645280326784, -0.013338891641880287] Predicted: 1.9532085728688884 Movie Vector: [2.6591748114981937, -0.16901013330383066] User Vector: [1.3892294145470454, -0.41733226098781995] Predicted: 3.7647372476174263 Movie Vector: [0.9663222303778596, 0.08894707240920495] User Vector: [-0.28129066083523246, 0.6695276305154106] Predicted: -0.21226489613134625 Movie Vector: [2.975349569248587, -0.19284832540701977] User Vector: [1.8386429795433783, 0.29686401255901074] Predicted: 5.413355869490715 Movie Vector: [0.21163739640329676, -0.15552194362678168] User Vector: [1.5367383272819377, 0.15689759952032284] Predicted: 0.30083027891132963 Movie Vector: [2.1017401896254113, 0.17846878360321838] User Vector: [2.485899536117547, 1.053932857582632] Predicted: 5.412809077521652 Movie Vector: [1.9505640222811755, -0.6055454882825348] User Vector: [1.2533764406549879, 0.29339942785479045] Predicted: 2.267124291714311 Movie Vector: [1.8963142422522676, -0.1882226218550837] User Vector: [2.234167669661249, -0.7747803762306905] Predicted: 4.382515165334195 Movie Vector: [1.0644994117947029, -0.15213779065604455] User Vector: [0.8627138805329945, -0.557254454325309] Predicted: 1.0031378798887904 Movie Vector: [1.3836935130048535, 0.7502797761207968] User Vector: [0.9808527078597344, -0.5256844869685288] Predicted: 0.9627890898858356 Movie Vector: [1.518097877951538, -0.1156939676300577] User Vector: [1.9085330798931697, -0.6897940964953807] Predicted: 2.9771450344574752 Movie Vector: [1.076303613163633, -0.889168378818579] User Vector: [2.0467507841740824, -0.9522417860121691] Predicted: 3.049628549363813 Movie Vector: [0.520213096957461, -0.08250709501458485] User Vector: [2.0303388314649107, -0.9761974237925282] Predicted: 1.1367520649871967 Movie Vector: [1.6864739246650942, 1.079912654630366] User Vector: [1.9188473796894285, -0.5286564728105607] Predicted: 2.665183256317784 Movie Vector: [1.094904078103362, -0.905497752019119] User Vector: [1.059436796060602, 0.3725160502269342] Predicted: 0.8226692224279829 Movie Vector: [1.3416040259981457, -0.8923194448282252] User Vector: [1.9850942172207862, -0.13778116349346675] Predicted: 2.7861552051253216 Movie Vector: [2.1865508414498174, 0.6231980567027904] User Vector: [1.150066248520611, -0.1996593104025946] Predicted: 2.3902510291802606 Movie Vector: [1.8508897436091893, 0.49555573213434734] User Vector: [1.7220226878207772, 0.6689011502693826] Predicted: 3.5187519303970562 Movie Vector: [2.5366174510964115, 0.4868992665138973] User Vector: [1.4140046878441268, -0.873136084018439] Predicted: 3.1616596482421513 Movie Vector: [2.1910525703976793, -0.8604446694800093] User Vector: [2.3484217104728713, 0.39662747910768376] Predicted: 4.804239424941799 Movie Vector: [0.8753686641870411, -0.1966125678273189] User Vector: [1.8656670439873613, 0.02734654814975758] Predicted: 1.627769793060065 Movie Vector: [1.0377156819196283, -0.7983487387543658] User Vector: [2.3998488519072176, -0.8315184058900388] Predicted: 3.154202458454289 Movie Vector: [1.5393650985039984, -0.9060456198516557] User Vector: [1.769948120386414, -0.3594518292186718] Predicted: 3.050276118096842 Movie Vector: [1.4916518597859274, 0.7391072460080712] User Vector: [1.1610306690366416, 0.07427535956497448] Predicted: 1.7867510131913338 Movie Vector: [0.4136455342168277, 1.4458391736585432] User Vector: [1.8915036827553675, 0.6358608763128876] Predicted: 1.7017646152964634 Movie Vector: [-0.10885666519937148, -0.04211622795974637] User Vector: [1.6335418560740493, -0.021996945111199623] Predicted: -0.17689549056109136 Movie Vector: [0.2598451366862581, -0.2552851288503564] User Vector: [-0.16955553296496062, 0.7721089903368232] Predicted: -0.24116612372384605 Movie Vector: [1.3911323328593395, 0.9605773515218935] User Vector: [1.166883785611974, -0.24998764045728816] Predicted: 1.3831572972704536 Movie Vector: [1.0298862067230994, -0.36216983459671626] User Vector: [1.3143238508695199, -0.7896808665006455] Predicted: 1.6396025939824366 Movie Vector: [0.8823802229425951, 0.029374394882676902] User Vector: [1.5719680464700678, 0.1310090066030156] Predicted: 1.3909218255960383 Movie Vector: [0.0970710826468713, 0.496857662235511] User Vector: [1.560083712312588, -0.5846301720293654] Predicted: -0.13903896557292209 Movie Vector: [1.2875720853898467, -0.4215133943957445] User Vector: [1.9517442908862785, -0.6331226427750133] Predicted: 2.7798811409890734 Movie Vector: [1.3419580875164248, 0.2089485013000423] User Vector: [1.312936655505988, -1.1465322374765623] Predicted: 1.522339770540115 Movie Vector: [1.423728037961499, -0.5972098912915363] User Vector: [1.3739571575991831, -0.06039377744021358] Predicted: 1.992209089491598 Movie Vector: [2.306962726055666, 0.5768632652547836] User Vector: [2.1877775420339196, -0.22774701945380427] Predicted: 4.91574235307977 Movie Vector: [2.3789140409484517, 0.692490504453514] User Vector: [1.2537619140210194, 1.4690532828840233] Predicted: 3.999897270204457 Movie Vector: [1.4316481138415038, 0.4207077418368724] User Vector: [1.8506913891326364, -1.0502717459342477] Predicted: 2.207681382007385 Movie Vector: [1.6854042809295282, -0.1244313650572238] User Vector: [2.140841588559803, -0.8132724586419875] Predicted: 3.7093801803429307 Movie Vector: [1.7656023678872312, -0.21033213208553075] User Vector: [1.7730270002179236, -0.3255170976778037] Predicted: 3.1989273750976266 Movie Vector: [0.8403310346064367, 0.12147198313261912] User Vector: [1.9429041381353636, -1.537248310613168] Predicted: 1.4459500436829673 Movie Vector: [1.985462862285297, 0.10191934455819213] User Vector: [1.708764486584272, -0.8527014775802589] Predicted: 3.3057816528062927 Movie Vector: [0.45764819713137395, -0.4224695808661293] User Vector: [1.7725034483746773, -0.4715668344502501] Predicted: 1.010405650458379 Movie Vector: [2.2190775174542767, 0.1380346682425617] User Vector: [1.662334496379304, -0.2616527259071445] Predicted: 3.6527319601886368 Movie Vector: [1.1943737063966169, -0.5007710884042799] User Vector: [2.0098770370302708, -0.08192206276673947] Predicted: 2.441568486655319 Movie Vector: [2.0673555744486563, 0.34007409623946366] User Vector: [0.6404747474603911, -0.04067376654444297] Predicted: 1.3102569450575785 Movie Vector: [1.7134335565526801, 1.2056913369074516] User Vector: [1.5877265125324822, 0.501547501541011] Predicted: 3.325175362857088 Movie Vector: [2.024600734233095, -0.0908954825782331] User Vector: [1.3550917096852408, -0.4138053178675548] Predicted: 2.7811327044429293 Movie Vector: [-0.9965120109409801, 0.7341215384758714] User Vector: [-1.5720270347503036, -0.5580958612100086] Predicted: 1.1568336294041033 Movie Vector: [2.339745208994469, -0.29611876935800385] User Vector: [1.7715915084525786, -0.6095429158701016] Predicted: 4.325569842315549 Movie Vector: [0.7818144529530306, -0.2082863816173297] User Vector: [1.8619331839729731, 0.5581419122793806] Predicted: 1.3394329143252754 Movie Vector: [0.09231276954225612, -0.21702883303327977] User Vector: [1.2971528069216984, -0.5383606372912199] Predicted: 0.23658354898881964 Movie Vector: [0.61877357457444, 0.6088269878757372] User Vector: [2.001053125163171, -0.18508449543783823] Predicted: 1.12551435931065 Movie Vector: [2.4138748137183175, -1.3187521403378644] User Vector: [2.0032953054623177, -0.2376608666334219] Predicted: 5.149119858843009 Movie Vector: [1.0090291028613152, -0.4427658725262012] User Vector: [1.7635894409324875, -0.34986974094364653] Predicted: 1.9344234525192259 Movie Vector: [2.4004319136256043, -1.3171573423680447] User Vector: [1.6783930144390427, 0.07520328148687629] Predicted: 3.9298136010851477 Movie Vector: [3.129319751829969, -0.17069786951093902] User Vector: [1.7953720184789195, -0.7749449108275731] Predicted: 5.750574564575534 Movie Vector: [-0.6437504267441587, -0.6374584914009994] User Vector: [1.9306521831795709, -0.5119059476097222] Predicted: -0.9165393737138979 Movie Vector: [2.000382393758581, -0.8926471615469707] User Vector: [1.0839502757490147, -0.6051769094868843] Predicted: 2.708524497805323 Movie Vector: [0.43903063399908937, 1.454372803246473] User Vector: [1.4387092128926164, -0.6282869311745182] Predicted: -0.28212600745883154 Movie Vector: [1.7902763803065458, -0.21391755758949485] User Vector: [2.001533135080555, -0.7011300964813226] Predicted: 3.7332815339274 Movie Vector: [2.318554378579892, -0.9925778831119129] User Vector: [1.5628016471835073, -0.05984582934998242] Predicted: 3.682842248538471 Movie Vector: [0.8194453122599029, 0.05492455765356015] User Vector: [1.6126887641780503, -0.38018849946284033] Predicted: 1.300628562781952 Movie Vector: [2.4075265883271437, -0.3838104210099155] User Vector: [1.7993401790121033, 0.23827318855281748] Predicted: 4.240507589603129 Movie Vector: [-0.16923387293742476, 0.09858133015708029] User Vector: [1.7512031215097055, -0.15857457560125313] Predicted: -0.3119953791450611 Movie Vector: [-0.21190934534671185, 0.15753067970423565] User Vector: [1.184280639060035, -0.052757384705771945] Predicted: -0.2592710416021156 Movie Vector: [2.0612337782406938, -0.1303247610632189] User Vector: [1.4822198936628979, -0.24876437332221957] Predicted: 3.087621869112554 Movie Vector: [0.4523256995042218, 1.3844998893386098] User Vector: [-1.0520622310923826, -0.5125350713305981] Predicted: -1.1854795341402036 Movie Vector: [2.386908904359152, -0.11904805837645423] User Vector: [1.6711892983562517, -0.9490352118132177] Predicted: 4.101957416413511 Movie Vector: [1.1206964712356535, 0.09510820838934293] User Vector: [0.7669322514976482, -0.574789501905755] Predicted: 0.8048310682029699 Movie Vector: [1.4215357623426168, 0.4992358832139294] User Vector: [1.89705505083163, 0.6552648944107851] Predicted: 3.0238633461901037 Movie Vector: [1.696265862630403, -1.0063712106536338] User Vector: [1.4339136572941868, -0.3392009657118517] Predicted: 2.773660873345958 Movie Vector: [1.7356993164212362, -1.1264189134131533] User Vector: [2.293910313222275, -0.08677466268049638] Predicted: 4.079283183839884 Movie Vector: [1.6970743294801371, 0.8743920685757611] User Vector: [0.8306652182058497, -0.8552785863360064] Predicted: 0.661851805894271 Movie Vector: [0.523314757755263, 0.21301810358210121] User Vector: [0.10568801387516853, 0.2640121077805294] Predicted: 0.11154745590084038 Movie Vector: [1.164292605600406, 0.14308778952940954] User Vector: [0.36343976891216023, 0.33978645139315433] Predicted: 0.471769527767437 Movie Vector: [0.33984704814905464, -0.7531572113376884] User Vector: [1.676794087977974, 0.42866695875051775] Predicted: 0.24699990990795273 Movie Vector: [1.02396743283378, -0.5199697477829542] User Vector: [1.4338983725973846, 0.1240897173356142] Predicted: 1.4037423365076216 Movie Vector: [0.13076914213749538, 1.83808682919085] User Vector: [-0.08627592722800219, -0.4983292644061189] Predicted: -0.9272546864959748 Movie Vector: [1.482561779257206, -0.48476573276386853] User Vector: [2.116191925744365, -0.7630704479178778] Predicted: 3.507295671516662 Movie Vector: [2.3040378294891966, -0.07198722082217279] User Vector: [1.0396706476765456, 1.4067323387565642] Predicted: 2.294173750948535 Movie Vector: [0.8652885855483805, 0.0611245361074815] User Vector: [0.25964247249926165, 0.5360854806658302] Predicted: 0.2574336440968255 Movie Vector: [2.193254981674376, 0.9935788603579464] User Vector: [1.6489857672971446, 0.5457033210534653] Predicted: 4.158845532660455 Movie Vector: [1.579199390772524, 0.44945219233824446] User Vector: [-1.7443662999257505, -0.43113505682298203] Predicted: -2.94847679460983
avg loss: 13.062164502306485: 46%|████████████████████▋ | 32100/70000 [00:51<01:01, 620.82it/s]
Movie Vector: [1.4242589856534802, 1.0321935443867754] User Vector: [2.2200393749157765, -0.6132273804857796] Predicted: 2.5289416848496957 Movie Vector: [1.2283987728163577, -0.7820077045872494] User Vector: [-0.050162864201525936, -0.8582941809642939] Predicted: 0.6095726614903727 Movie Vector: [1.820056644920576, -0.5390019697269037] User Vector: [1.9804960561570368, -0.48708966020425803] Predicted: 3.8671572935313123 Movie Vector: [1.187838488280623, -1.0730155637033318] User Vector: [0.4075816777319774, -0.3131779787050892] Predicted: 0.8201860492877434 Movie Vector: [1.7631779119921887, 0.9513628302760428] User Vector: [2.321516951989796, -0.24367854846571763] Predicted: 3.861420698517935 Movie Vector: [-0.29375989809860403, -0.44393151235350986] User Vector: [1.9195497666323338, -0.4410017905119207] Predicted: -0.3681121520285508 Movie Vector: [1.3419078905575508, -1.852822641796866] User Vector: [1.597525000559639, -0.5647530746730923] Predicted: 3.190118687392637 Movie Vector: [2.0176389979965967, 0.29778895221895907] User Vector: [1.6694169593702444, 0.3520678754640739] Predicted: 3.4731226848867065 Movie Vector: [2.1394934619698076, -0.7663897907629043] User Vector: [0.2035856106618103, -0.7656304410174639] Predicted: 1.0223414364551582 Movie Vector: [0.21103133238254973, 0.5477931205641086] User Vector: [-0.1258247384784774, -1.9039861723665479] Predicted: -1.069543489079383 Movie Vector: [2.1072635911309923, 0.9651214968487112] User Vector: [1.3863155967664238, -0.24430113045061747] Predicted: 2.6855521101805864 Movie Vector: [1.7903007692999586, 0.22945256979468467] User Vector: [1.3045079621348785, -0.20585042060546616] Predicted: 2.288228700166753 Movie Vector: [2.037947070830973, -0.09497106286462936] User Vector: [0.7529599819132707, 1.4079834677350824] Predicted: 1.4007749031664651 Movie Vector: [1.6176876998460483, 0.06661464386677007] User Vector: [2.3036139082210654, 0.5207572378429443] Predicted: 3.7612179424634515 Movie Vector: [2.3996337054572265, -0.5239217295798425] User Vector: [1.7027177470720423, -0.10471838312072938] Predicted: 4.140763133157683 Movie Vector: [2.388052614707282, -0.3863892139709806] User Vector: [0.5365485153943167, -1.445268513765014] Predicted: 1.8397422501153797 Movie Vector: [1.7466283357123205, 0.06861826576746699] User Vector: [-0.35530438410171405, 0.0885706649230257] Predicted: -0.6145071396499784 Movie Vector: [0.5675560008531665, 1.0473301202429903] User Vector: [1.5267356680992863, -0.578553896280786] Predicted: 0.260571068387512 Movie Vector: [2.040131183892751, -1.09266373712058] User Vector: [1.586614272352504, 0.9032900434844731] Predicted: 2.249908979218094 Movie Vector: [0.6912882311661697, -0.4922048088236557] User Vector: [1.0872771188720356, 0.4583161023394595] Predicted: 0.5260364867597019 Movie Vector: [1.2607039481118232, -0.09321408772773715] User Vector: [1.929986504183188, 0.24171144794563465] Predicted: 2.4106106935126785 Movie Vector: [0.2695156068132806, -0.1842675765905161] User Vector: [1.7335960645595287, -0.14831819451056166] Predicted: 0.4945614295756185 Movie Vector: [1.1893565199936988, -0.7428689022005985] User Vector: [1.807425430909692, -0.3743424940832918] Predicted: 2.427760618281552 Movie Vector: [2.121078201611083, -0.9898190292793918] User Vector: [1.7211930625558882, -0.29247955898718586] Predicted: 3.940286918912277 Movie Vector: [1.0478117166470386, -0.9451396393522751] User Vector: [1.6357337964098286, -0.34417112477801215] Predicted: 2.0392308099419174 Movie Vector: [1.1882639973235427, -0.23642051297506578] User Vector: [1.467548544507406, 1.1857097528248537] Predicted: 1.4635089917603268 Movie Vector: [0.4444529445185912, -0.10453638465824618] User Vector: [1.5467827535430874, -0.7880792184681145] Predicted: 0.7698551016657524 Movie Vector: [1.7906701905092266, -0.21700706373026135] User Vector: [2.2877177836625187, -0.0827558891798178] Predicted: 4.114506652019607 Movie Vector: [1.9546697922443257, -0.718968092453933] User Vector: [1.2060027394046438, -0.854359333803719] Predicted: 2.9715942245732356 Movie Vector: [0.28115253137471036, 1.3769825988368167] User Vector: [2.2201774905014937, 0.09487897168065937] Predicted: 0.7548552145554459 Movie Vector: [1.1364578657187043, -0.8169365786560963] User Vector: [1.2183178508700387, -0.28229538419693045] Predicted: 1.6151843299030115 Movie Vector: [1.534348712234481, 0.18282452935013455] User Vector: [1.3337907116090078, 0.15948813021649594] Predicted: 2.075658403091357 Movie Vector: [0.979628850621048, -0.8441908714162788] User Vector: [1.8915733230933884, -0.4269010425405097] Predicted: 2.2134257634782033 Movie Vector: [1.9966406141643214, -0.788312884856687] User Vector: [1.705124947040893, 0.2520403898633316] Predicted: 3.2058350346530675 Movie Vector: [1.590233563253578, 0.5575060671249304] User Vector: [2.038389955759014, -0.311702482565555] Predicted: 3.0677400974787608 Movie Vector: [0.8569964820052203, -0.11797351629615437] User Vector: [1.3744563037971258, -0.060603153837013896] Predicted: 1.1850537841808244 Movie Vector: [1.54625600716338, -0.27718635792680757] User Vector: [1.4126471560425105, -1.0995120087280088] Predicted: 2.4890838802291015 Movie Vector: [1.3592555253370078, -0.6411125204640391] User Vector: [-1.0514694520004417, 0.6218709895289498] Predicted: -1.8279049398550473 Movie Vector: [0.8973324874821801, 0.12728578624978445] User Vector: [1.9465672253605082, -0.5769342335999367] Predicted: 1.6732824828458455 Movie Vector: [1.0923654732624253, -0.1880281747188723] User Vector: [1.270170086085576, -0.8883849141575657] Predicted: 1.5545313410674748 Movie Vector: [2.1047035135413372, -0.5694634006681174] User Vector: [1.2910964483510092, 0.449545060985547] Predicted: 2.4613757719827247 Movie Vector: [0.4413173984630905, 0.05006462817290745] User Vector: [2.3365839588213575, 0.5959352708082917] Predicted: 1.0610104317457685 Movie Vector: [2.5075687202588264, 0.3614585394962997] User Vector: [2.0201552260030757, 0.235044541604455] Predicted: 5.150636911517636 Movie Vector: [2.5442468249305468, -0.4036712994615984] User Vector: [1.2912111892598441, -0.2509354986317234] Predicted: 3.3864554274028658 Movie Vector: [2.151902845886609, -0.8296249785369906] User Vector: [0.00892340758630876, 0.23769083686734654] Predicted: -0.17799194925452774 Movie Vector: [2.291923812978778, -0.21138809525972627] User Vector: [1.3975876838437606, -0.4415890164187206] Predicted: 3.29651115439574 Movie Vector: [1.2552639473548144, -1.285161501788926] User Vector: [0.17493366863526724, -0.16619769903860385] Predicted: 0.4331788119066807 Movie Vector: [0.8096085288059933, -0.5813476957878295] User Vector: [1.5275225311389924, -0.3947378233321754] Predicted: 1.4661751931879103 Movie Vector: [2.127213938080451, -0.706681425474696] User Vector: [1.7955011656711253, -0.12497616206349502] Predicted: 3.907733437812702 Movie Vector: [1.3353252134571283, -0.5065162349957049] User Vector: [0.16822645751553877, -0.11547202803986613] Predicted: 0.28312548718114483 Movie Vector: [1.8883949567832758, -0.3199469133681978] User Vector: [1.6131976366869092, -0.3160723111260909] Predicted: 3.147480641760204 Movie Vector: [2.260481385819522, -0.6529805132424121] User Vector: [1.656268192769549, -0.487184964226289] Predicted: 4.0620857076649735 Movie Vector: [1.3987021571962315, 0.7324683558425295] User Vector: [1.2002052942942487, -0.657054346842753] Predicted: 1.197458217076605 Movie Vector: [2.9878877853024766, -0.10965092126804879] User Vector: [1.3118266800866683, -0.34643064663151435] Predicted: 3.957577353423487 Movie Vector: [1.044924014371325, -0.9445320443130103] User Vector: [2.0803796289962295, -0.6752340854050799] Predicted: 2.811618864424554 Movie Vector: [1.2298105063457054, 0.1853955277802859] User Vector: [1.2697087683814718, -0.27347896032870594] Predicted: 1.5107994071678554 Movie Vector: [1.5704291777097739, 0.4291658406220156] User Vector: [1.907921175141227, -0.646440144083761] Predicted: 2.7188250543645784 Movie Vector: [0.9184722760904216, -0.6022023882843761] User Vector: [2.1160453938677573, -1.1539513494197984] Predicted: 2.6384412878009527 Movie Vector: [1.650084851318813, -0.002687098376969261] User Vector: [0.12661032863032198, 0.27252864920353076] Predicted: 0.20818547400243848 Movie Vector: [2.340858838117941, -0.9934320087021075] User Vector: [1.910094403254254, -0.6899130846693455] Predicted: 5.15664310703027 Movie Vector: [-0.4855735505522583, 1.8683333603752064] User Vector: [1.682984417089457, -0.3037893213278471] Predicted: -1.3847924424928104 Movie Vector: [0.88524586062008, -0.5167529412540866] User Vector: [1.1428977728957974, -0.2665499904395634] Predicted: 1.1494860141188061 Movie Vector: [1.5910698561531982, -0.5418557041278306] User Vector: [0.818182717408575, -0.051449624491264126] Predicted: 1.3296641310001205 Movie Vector: [0.7160290009425078, 0.6511136766203467] User Vector: [1.9671690083211086, -0.41410902687537593] Predicted: 1.1389180087027273 Movie Vector: [0.5033592416809963, 0.44299363411900294] User Vector: [2.0348217698408186, 0.2655143011946644] Predicted: 1.1418674882198492 Movie Vector: [1.7573195614179962, -0.14002106895768188] User Vector: [1.8476372986552307, 0.11272654019326339] Predicted: 3.2311050766745795 Movie Vector: [2.501848573720649, -0.19661444020312396] User Vector: [2.3142257050868085, -0.043922521611449813] Predicted: 5.79847808153804 Movie Vector: [2.0409938138924573, -0.056196152700741575] User Vector: [1.8949964188302486, 0.49669657367237063] Predicted: 3.8397635316808696 Movie Vector: [1.6543385383596538, 0.8303852559080532] User Vector: [2.1903147500251436, -1.0289354841078084] Predicted: 2.769109246820448 Movie Vector: [-0.07592626277228118, 0.38363525714224467] User Vector: [1.6130811249445545, -0.029913123830202462] Predicted: -0.1339509503180747 Movie Vector: [1.3562378228735992, -0.20743746064683188] User Vector: [1.4014333180610354, -0.39169980979241775] Predicted: 1.9819300860688092 Movie Vector: [2.023612471416801, -1.1117359598215883] User Vector: [2.0045653021638015, -0.023035573602804456] Predicted: 4.0820728207574115 Movie Vector: [1.645786931441617, -0.3716656795449754] User Vector: [2.302161992402219, -0.04570541035192641] Predicted: 3.8058552535544976 Movie Vector: [1.5087134082997837, 0.4500763223491661] User Vector: [1.651845752296371, -0.06253764752254506] Predicted: 2.4640151205272627 Movie Vector: [2.6158675630853088, 0.7584539580117827] User Vector: [0.6128035692366576, 0.03627254803202111] Predicted: 1.6305240369311338 Movie Vector: [2.056428887790789, -0.6192183897689892] User Vector: [1.9099743853639572, 0.9045962028724328] Predicted: 3.367583896869088 Movie Vector: [1.5712203178628723, 0.9915993487154103] User Vector: [0.779533603178141, 0.3287215620362641] Predicted: 1.550779122594221 Movie Vector: [2.1399327917532025, -0.03026330616986859] User Vector: [1.1932705953573794, 0.2146776196152302] Predicted: 2.5470220219098887 Movie Vector: [1.7036404370044202, -0.4413805349454029] User Vector: [0.7996657168528856, 1.283337337867734] Predicted: 0.7959027306132331 Movie Vector: [0.9645474743236898, -1.1277551875578729] User Vector: [1.8090328036277281, -0.11148182259120688] Predicted: 1.8706222254534688 Movie Vector: [1.5488741393819088, 0.9914531116789109] User Vector: [1.5635458994618745, -0.08358840956493277] Predicted: 2.3388618206496794 Movie Vector: [1.1008115752737064, 1.7272672375588334] User Vector: [1.3238208499473463, -0.5628778493802288] Predicted: 0.48503684722867035 Movie Vector: [2.238499742220011, -0.15296816670543104] User Vector: [1.0815043144087622, -0.48378826276954123] Predicted: 2.4949513326433057 Movie Vector: [0.5991467475736556, -0.30619649535518656] User Vector: [1.5871632146136256, -0.7370614471825798] Predicted: 1.1766293098930296 Movie Vector: [-0.644719366853602, -0.6206509587986317] User Vector: [-0.09812242641349223, 0.6863877188979433] Predicted: -0.3627457672101684 Movie Vector: [1.50042473888759, -0.26613943381089966] User Vector: [1.89842501677838, -0.1668306049696824] Predicted: 2.8928440628463306 Movie Vector: [1.3634626619115873, -0.5258300117041246] User Vector: [-1.373550746848259, -1.7026100501067598] Predicted: -0.9775016949931784 Movie Vector: [1.2079094098095864, -0.4993931144523573] User Vector: [1.7512298516466127, 0.32722917220751097] Predicted: 1.951911021095014 Movie Vector: [1.4347774920973686, -0.9380946659898806] User Vector: [1.5330596833268881, -0.39699115353729014] Predicted: 2.5720148112578403 Movie Vector: [1.4469311845171944, -0.09188119755827796] User Vector: [1.7194509861398128, -0.14336737967715468] Predicted: 2.5011000186300665 Movie Vector: [0.9461719391896083, -0.6667547372989998] User Vector: [0.8159109340535717, -0.000597107775790362] Predicted: 0.7723901551176588 Movie Vector: [1.0680467522009012, -0.7262230015100304] User Vector: [2.149062833009144, -0.7738185257853698] Predicted: 2.857264391491002 Movie Vector: [2.1257031999521243, -0.9906049477823955] User Vector: [1.7283399433227329, -0.25214522799851025] Predicted: 3.923714058541251 Movie Vector: [0.5036580332806836, -0.8923245141830637] User Vector: [1.547304354989388, 0.608362565169459] Predicted: 0.2364554379085918 Movie Vector: [-0.6683986200648826, -0.45500943126030724] User Vector: [1.8043333479407866, -0.12791030001955264] Predicted: -1.1478135270364396 Movie Vector: [1.221996072637773, 0.19703581056297886] User Vector: [0.7979711225222561, -0.5679547192571229] Predicted: 0.8632101593286557 Movie Vector: [-0.18720375431061337, 0.16069600638795667] User Vector: [1.6092067753424417, -0.010337063431663934] Predicted: -0.3029106746174282 Movie Vector: [2.22232942267893, -0.06668861930105306] User Vector: [2.011791352847982, -0.11338856413065994] Predicted: 4.478424842511521 Movie Vector: [-0.2748812073276943, -0.07991286462054749] User Vector: [1.816798369646585, -0.2657827589343005] Predicted: -0.47816426768624753 Movie Vector: [2.5143709145564213, -0.9127084677532569] User Vector: [2.056742174061796, 0.23502027061277705] Predicted: 4.956907710120577 Movie Vector: [0.2790584792011076, 0.6100379089078763] User Vector: [1.364703879888783, -0.18915848940487032] Predicted: 0.265438339952895 Movie Vector: [1.88881246825295, 0.5590665120920831] User Vector: [1.3556866447182934, -0.6271876875462031] Predicted: 2.2099982046843647 Movie Vector: [1.395460755561757, -1.0647684935294444] User Vector: [1.681444171381592, -0.8541039055336962] Predicted: 3.2558122826437974 Movie Vector: [2.3125341927343293, -0.8901422753837552] User Vector: [0.8184055795350131, -0.5932809904973427] Predicted: 2.420695377022505 Movie Vector: [2.274676201064466, 0.6738235001935007] User Vector: [1.6982375599575792, -0.08865582523335508] Predicted: 3.8032021829180116 Movie Vector: [1.7192870740044417, -0.4589759597720746] User Vector: [1.3961099814364961, -0.09116892427008323] Predicted: 2.442158189490598 Movie Vector: [2.2698601496466932, 0.6087349950782084] User Vector: [1.9780215903559908, -0.1425487497111621] Predicted: 4.40305797063601 Movie Vector: [1.489652467561966, -0.6913580534462128] User Vector: [1.4453095562163416, -0.12646420227401878] Predicted: 2.240440991523357 Movie Vector: [0.7125661814196038, -1.417403276385728] User Vector: [1.6990034264137461, -0.23892337405469655] Predicted: 1.5493031569687257 Movie Vector: [0.7657087333811134, -0.7892925311065063] User Vector: [1.443465670580266, -1.1037446464336182] Predicted: 1.9764516759779815 Movie Vector: [1.6058020818834853, -0.7919240463877056] User Vector: [1.3719295535966316, 0.6799611082198145] Predicted: 1.6645697811552476 Movie Vector: [2.279081760566132, -0.13003323085718613] User Vector: [1.254123344838352, -0.48885863898313114] Predicted: 2.921817508980701 Movie Vector: [2.3332524567395954, -0.9334045518351114] User Vector: [2.05629486891637, -0.0002058148270848279] Predicted: 4.79804716317658 Movie Vector: [-0.36214189444679395, 0.13766777591787507] User Vector: [1.025349236439094, 0.17183575624260866] Predicted: -0.3476656685685411 Movie Vector: [2.773268577557629, -0.5964594353458383] User Vector: [1.8678395000139971, -0.5143575178504328] Predicted: 5.486813987972727
avg loss: 13.041006726862642: 46%|████████████████████▋ | 32239/70000 [00:52<00:59, 636.13it/s]
Movie Vector: [2.063377678961297, -0.9278178634362995] User Vector: [1.5256586659805913, -0.4655245264038933] Predicted: 3.5799320085634765 Movie Vector: [-0.2504218973533188, -0.48464005803126464] User Vector: [1.888245229331365, -0.48830937292019483] Predicted: -0.23620367016825938 Movie Vector: [2.13466885047864, -0.7072003259119993] User Vector: [1.2908274350092244, -0.5397288074132278] Predicted: 3.1371855053641617 Movie Vector: [0.8971502476129842, -0.8897991594312624] User Vector: [1.9870972552454311, -0.22881152064769747] Predicted: 1.9863210933150302 Movie Vector: [-1.9944227885937658, 1.981699096620215] User Vector: [1.8340716592646613, -0.528402404681727] Predicted: -4.705048881161148 Movie Vector: [2.1033063897877704, -0.23748180812465255] User Vector: [1.5406902954347845, 0.5967343575164497] Predicted: 3.0988301888788805 Movie Vector: [1.7587298134952722, -0.04787145738142412] User Vector: [1.2766095609488861, -0.2923095887621102] Predicted: 2.2592045810545227 Movie Vector: [2.3480893884016765, -0.4314581173620415] User Vector: [1.7516743937388328, -0.5147447532456734] Predicted: 4.33517885803046 Movie Vector: [1.0253000845728426, 0.2565260731542367] User Vector: [0.8787048165100859, 0.48876145332170945] Predicted: 1.0263161790121311 Movie Vector: [0.44721851112060584, -0.6136203105339813] User Vector: [2.2424800203802087, -0.03222751703270147] Predicted: 1.0226540349414883 Movie Vector: [0.1491024204896111, -0.9050939021205231] User Vector: [1.1642371026187244, 0.4035197491262582] Predicted: -0.19163269429511604 Movie Vector: [0.4316542209737421, 0.312651916790596] User Vector: [1.0967602486828418, 0.05607967536194112] Predicted: 0.490954608735065 Movie Vector: [0.5401648314943823, -0.5631599320765727] User Vector: [-0.0669623144728867, -0.12810001062818593] Predicted: 0.03597010597065675 Movie Vector: [0.6161861149518686, -0.07417704993224185] User Vector: [2.292985973471367, 0.2984509234652209] Predicted: 1.3907679095802468 Movie Vector: [1.9812765979276419, -0.7853176274538305] User Vector: [2.2002490706572764, 0.13812801485013063] Predicted: 4.250827628398292 Movie Vector: [2.233983568082954, 0.6113204885180961] User Vector: [1.465355523885711, 0.7282660673848123] Predicted: 3.718784129845103 Movie Vector: [1.8284071942749298, -0.056088229859033334] User Vector: [0.03212757900264587, 1.4254226249905186] Predicted: -0.02120713525366099 Movie Vector: [1.956441851395109, -0.7868767119609404] User Vector: [2.039359570344631, 0.2872757041935558] Predicted: 3.7638378519232942 Movie Vector: [1.4795817278372443, 0.9559825611864409] User Vector: [-0.04897621268253849, -1.0822141714193183] Predicted: -1.1070421847294565 Movie Vector: [1.2123253668360507, -0.24781717678218007] User Vector: [1.4118048500785279, 0.20657254428688582] Predicted: 1.6603746080464792 Movie Vector: [0.429410839837011, -1.2961973186130362] User Vector: [1.2329623267282102, -0.7943046317868253] Predicted: 1.5590229220917537 Movie Vector: [1.6309641615093498, 0.14284908856715536] User Vector: [2.252047214346341, -0.8438432006127919] Predicted: 3.552466064524718 Movie Vector: [2.0685886036902676, 0.34369528560526375] User Vector: [1.5598527524284713, 0.24365738919185442] Predicted: 3.3104375230765597 Movie Vector: [1.1666962435950516, -0.5510237550765407] User Vector: [1.9661600197309828, -1.016339841604994] Predicted: 2.85393890528199 Movie Vector: [0.81233300760534, -0.4411812296613309] User Vector: [-0.43800594110907104, 1.716526210312356] Predicted: -1.1131058277016486 Movie Vector: [2.3370600369966263, -0.027306333368395476] User Vector: [1.1749673333814756, -0.5965258244466831] Predicted: 2.762258132647537 Movie Vector: [0.8990483825243338, 1.0813882002065087] User Vector: [1.5242094928143288, 0.029602703225627507] Predicted: 1.4023500931053663 Movie Vector: [1.8386162937596902, -1.1415985801466952] User Vector: [1.6645989528342364, 0.05126093038932657] Predicted: 3.002039351906891 Movie Vector: [1.298725419086733, 0.14242381622983039] User Vector: [0.9913481996020709, -1.7552552494119609] Predicted: 1.0374989549103837 Movie Vector: [0.4478681547184841, 0.6457385158330408] User Vector: [1.159582958630373, -0.4834646280802244] Predicted: 0.20714854853048836 Movie Vector: [1.3902190031891608, -0.0512118156371153] User Vector: [-1.035826929930196, 0.6273568452258439] Predicted: -1.472154365100434 Movie Vector: [1.289300378302892, -0.3257687817647983] User Vector: [1.9442570665386885, -0.5123856950787556] Predicted: 2.673650635085918 Movie Vector: [0.8923262023767407, 0.8785179942654696] User Vector: [2.0936377700544155, -0.11704084779809099] Predicted: 1.7653853496504552 Movie Vector: [1.450546967301442, 0.736477616360391] User Vector: [1.15245851760988, 0.014501964177804444] Predicted: 1.68237557966994 Movie Vector: [0.025632381268879803, 0.15831977807969888] User Vector: [-0.29132531748634016, -0.3336774742551911] Predicted: -0.06029510528536362 Movie Vector: [-1.1931463432661253, -0.9231896088327791] User Vector: [1.982076803537922, -0.5259103084404331] Predicted: -1.879392758283632 Movie Vector: [0.6028887594674314, 0.4344568380190695] User Vector: [1.6653802513266878, -0.8418467668869328] Predicted: 0.6382929493256323 Movie Vector: [2.297040717761538, -0.8789106997347648] User Vector: [1.279386168911413, 0.14183779728567736] Predicted: 2.814139366069264 Movie Vector: [0.4674469114315976, -0.1294043554012133] User Vector: [1.552827059730461, -0.9431318467255274] Predicted: 0.8479095817422858 Movie Vector: [0.39661885602643054, 0.4780456824480312] User Vector: [0.09210897409822152, -0.22448944440068994] Predicted: -0.07078405371430244 Movie Vector: [0.8617879221773224, -0.8206658357647498] User Vector: [1.9388476650115605, -0.974663978155836] Predicted: 2.470748928871721 Movie Vector: [1.9980131370098528, 0.5085464931902427] User Vector: [-0.9335396676225473, -1.08907719633644] Predicted: -2.419070908840019 Movie Vector: [-0.6684462885538567, -0.544104262576851] User Vector: [2.0810926341360223, -0.10633159589375522] Predicted: -1.333243172852602 Movie Vector: [0.5082471999682855, 0.9206769028775128] User Vector: [0.8415966567165231, -0.5866553741123347] Predicted: -0.11238090861534972 Movie Vector: [0.5275402030716312, 0.22357340387947788] User Vector: [1.8145250716207377, -0.3640410442229355] Predicted: 0.8758450293526089 Movie Vector: [2.252195906143429, -0.5181082314149638] User Vector: [1.0251155557585332, 0.09811003991553507] Predicted: 2.2579294387386253 Movie Vector: [-1.7353608704760488, 0.8920047558646993] User Vector: [0.5854891517164028, 0.8146856417385163] Predicted: -0.28933149701141914 Movie Vector: [-0.6190288476116249, -0.8902032181180916] User Vector: [1.6191316316060076, -0.9614870870188715] Predicted: -0.1463702890014078 Movie Vector: [-0.32023244575909626, 1.753439028518606] User Vector: [1.734285467984076, -0.7239422281974316] Predicted: -1.8247630343710988 Movie Vector: [0.8760509500447643, 0.16044015089624566] User Vector: [1.7307122238381105, -0.35197673809496693] Predicted: 1.4597208869755387 Movie Vector: [1.4114871332266423, 0.35190540918276353] User Vector: [1.7188960409157077, 0.3353620745705418] Predicted: 2.5442153731828645 Movie Vector: [0.596064027995326, -0.7323934335476262] User Vector: [1.9644643838065117, -0.7149214965581655] Predicted: 1.6945503630463077 Movie Vector: [0.5492360868471883, -1.2595577300409206] User Vector: [1.9440489364869047, -0.10204871721014538] Predicted: 1.196278081118304 Movie Vector: [0.8776135059286538, 0.5848859652754738] User Vector: [1.6378719184518735, 0.19593733568603502] Predicted: 1.5520195143308702 Movie Vector: [1.6362945020478545, 0.8566452315022873] User Vector: [1.4326952749255044, -0.42076907824143456] Predicted: 1.9838615770314045 Movie Vector: [1.247433913590149, -0.41047767803120094] User Vector: [1.2848348856198328, -0.2866571695691129] Predicted: 1.7204129790416252 Movie Vector: [1.6525686534659483, -0.5457229210233756] User Vector: [1.5961527805594695, 0.13181411522943687] Predicted: 2.5658180672999715 Movie Vector: [2.330386078266753, -0.6735427115855476] User Vector: [-0.19010380466247864, -1.1392483419961552] Predicted: 0.3243171576264472 Movie Vector: [2.252023575702772, 0.07045385851230623] User Vector: [1.5732392627669625, -0.4037301440509144] Predicted: 3.5145275635263316 Movie Vector: [0.5639875621090016, -0.7425992392109035] User Vector: [1.3976212640906618, -0.728813244539342] Predicted: 1.329457170407939 Movie Vector: [1.4081584230637278, -0.0886483347100555] User Vector: [1.2323000563396296, 0.06953011429488754] Predicted: 1.7291099752321142 Movie Vector: [2.1535805325141073, -0.7849368104090401] User Vector: [1.9084410326797945, 0.10788177318465618] Predicted: 4.025301080485489 Movie Vector: [-0.5106383742215942, 0.4435874064252291] User Vector: [1.9593722631519597, -0.9942092004235956] Predicted: -1.4415493476108059 Movie Vector: [2.186586224801208, 0.5877645143987552] User Vector: [1.9197213735316365, 0.015205651441107257] Predicted: 4.206573653156131 Movie Vector: [2.3325579695644407, -0.5104170738614173] User Vector: [2.185924955919679, 0.7258828851054147] Predicted: 4.728293658618657 Movie Vector: [0.7620260105610721, -1.1243718532876286] User Vector: [0.31926245113076446, 0.03931553632109294] Predicted: 0.19908100952078134 Movie Vector: [1.1700576616547549, -0.29978846361420697] User Vector: [1.3959371292626603, 0.08033365426960151] Predicted: 1.6092438304921208 Movie Vector: [1.3757237595732739, -0.2808425049978339] User Vector: [2.3209962741050014, 0.5214730250205499] Predicted: 3.0465979295317243 Movie Vector: [1.4999894025377818, 0.938824004265552] User Vector: [1.6664028848802064, -0.7701610519716695] Predicted: 1.776540984937284 Movie Vector: [1.0310984480545147, 0.07742350256444601] User Vector: [2.1832807690484284, -0.7682489102525296] Predicted: 2.1916968911600323 Movie Vector: [-0.12488920300095066, -0.5127827155937857] User Vector: [1.571161978646206, 0.14644991357667728] Predicted: -0.27131815168084517 Movie Vector: [-0.6199258948633669, -1.0835448040297393] User Vector: [1.5488571781899378, -0.7614980401408844] Predicted: -0.13505942753146138 Movie Vector: [1.771321622224568, -0.518521298977806] User Vector: [1.6882348931401618, -0.05168211287009178] Predicted: 3.017205245912469 Movie Vector: [2.083690856183363, 0.09832371223281805] User Vector: [2.3143219359855656, -0.5448986201516213] Predicted: 4.768755001153854 Movie Vector: [0.8372374926457975, -0.186842835725142] User Vector: [0.6689006752282487, 0.47959018029365463] Predicted: 0.4704207348851813 Movie Vector: [1.7800008213326581, -0.44268060200831283] User Vector: [1.9959134291668836, -0.9102434428101908] Predicted: 3.9556746584632694 Movie Vector: [1.1027308134373681, -0.8091217123018106] User Vector: [0.827206223695442, -0.569674334993593] Predicted: 1.3731216653205394 Movie Vector: [-0.16153748913662921, 0.17128657473005768] User Vector: [-0.9641556893094739, 0.23432567090867107] Predicted: 0.19588413072911737 Movie Vector: [1.1796193204143228, -0.5577039020207066] User Vector: [0.7908989710512909, -0.2639476106445111] Predicted: 1.080164319133397 Movie Vector: [0.9830233834731866, -0.25071116789144177] User Vector: [-0.612198987111062, -0.5867992014717898] Predicted: -0.4546888065500161 Movie Vector: [0.36750954049081, 0.09908696853089749] User Vector: [1.6326036303432105, 0.45723892688560525] Predicted: 0.6453038291504769 Movie Vector: [0.4537933406008422, 0.3030888984914444] User Vector: [1.5823517409020615, 0.23553673610628104] Predicted: 0.7894492524102276 Movie Vector: [2.349630288752858, -0.03368819572265196] User Vector: [0.8302527008837983, -0.24626665983573456] Predicted: 1.9590831727519493 Movie Vector: [0.872220846756292, -0.4330091563836432] User Vector: [2.224330498861867, -0.03685786716572684] Predicted: 1.9560672251506748 Movie Vector: [0.7055701380194223, -0.1923906650753317] User Vector: [1.5399274554746074, -0.09870686185798652] Predicted: 1.1055171060994733 Movie Vector: [1.2319126100682989, -0.6029481192555656] User Vector: [1.3930966868074366, 0.7084927314419939] Predicted: 1.28898901559326 Movie Vector: [2.858410011131988, -0.21172917766360771] User Vector: [1.57295832886862, 0.020778661824816885] Predicted: 4.4917603853503865 Movie Vector: [0.6501291354872071, -2.3322689011242645] User Vector: [1.252447051481376, 0.04451968880444151] Predicted: 0.7104204331367594 Movie Vector: [1.9019412539051983, -0.6816140157044062] User Vector: [1.551768591554249, -0.27861690112976156] Predicted: 3.141281885613566 Movie Vector: [-1.340816165292758, 0.8634069280784495] User Vector: [1.655538242537248, -0.4721762497365313] Predicted: -2.627452683150926 Movie Vector: [1.727515233332843, -1.126109323694126] User Vector: [1.0454358982171619, -0.4906655603441561] Predicted: 2.3585495019623073 Movie Vector: [0.38031085857234026, 0.0050827455832854335] User Vector: [1.5356666193665052, 0.3323272907270663] Predicted: 0.5857198255613071 Movie Vector: [2.34683638904016, 0.8816678845517794] User Vector: [1.7639369126244535, -0.1059508412451764] Predicted: 4.046257880451104 Movie Vector: [1.9831887944740936, 0.5632383941736202] User Vector: [1.7737746799532312, -0.2782905120956241] Predicted: 3.3609861680586257 Movie Vector: [2.1667728416348817, -0.8689801625271862] User Vector: [2.683383324427935, 0.42544812418329814] Predicted: 5.4445761309666825 Movie Vector: [1.1935138702392578, 1.5252208709716797] User Vector: [0.8086908496074908, -0.5560887971602454] Predicted: 0.11702550619976682 Movie Vector: [1.4245722375414316, -1.5436916880614804] User Vector: [2.28194870045244, -0.9829403751194848] Predicted: 4.7681576530902765 Movie Vector: [2.115157355353618, 0.3979812214373056] User Vector: [2.3522784432852784, 1.0425864532938327] Predicted: 5.390368881290483 Movie Vector: [2.299233941358917, 0.18003751378377456] User Vector: [2.020023132255127, 0.19084415842173327] Predicted: 4.678864855813546 Movie Vector: [1.2027979597268033, -0.001646847332436252] User Vector: [1.5684537841891961, -0.5396420527626246] Predicted: 1.8874217196236114 Movie Vector: [1.8152583334034678, -0.6037726182518459] User Vector: [2.278490819485125, -0.0816376953248617] Predicted: 4.185340052708008 Movie Vector: [1.1887380553938034, 0.04091741129745771] User Vector: [1.1573623169528622, -1.7346591517278303] Predicted: 1.3048228680684653 Movie Vector: [1.6498488148908628, 0.19663546329362988] User Vector: [1.7775861925202605, -0.39523653211802756] Predicted: 2.855030954492317 Movie Vector: [1.8171584065562492, -0.46536716406419415] User Vector: [1.7496481150010814, -0.7033053031164382] Predicted: 3.5066829750721156 Movie Vector: [1.1478080656070897, -1.5341249563787156] User Vector: [2.244023299055332, 0.6373945796752968] Predicted: 1.5978651103255457 Movie Vector: [-1.25209282101854, -0.304137931302683] User Vector: [0.7746263195509719, -0.576429447190762] Predicted: -0.794589994071238 Movie Vector: [2.632872226781409, -0.25615184730928153] User Vector: [1.6208122350576801, 0.3109082761460614] Predicted: 4.187751789232309 Movie Vector: [2.217953607116256, -0.016226822753830507] User Vector: [1.365740456895001, -1.319906483639307] Predicted: 3.050566861316517 Movie Vector: [-1.1713593333726615, -0.16190803799196596] User Vector: [-0.31034834148154133, 0.23247415459727758] Predicted: 0.3258899921364432 Movie Vector: [-1.6000120107695672, -0.746071225502552] User Vector: [1.255272087228191, -1.3122969232284882] Predicted: -1.0293834426125827 Movie Vector: [1.4311396850713198, -0.04921774263994644] User Vector: [1.4817017242785808, -0.2755962358057523] Predicted: 2.1340863636601055 Movie Vector: [1.3209145057234628, 0.23624844581016322] User Vector: [0.9962047022417545, -0.7729503758658298] Predicted: 1.1332929168743728 Movie Vector: [2.17195951315416, 0.27212991136437625] User Vector: [1.0543485145505374, -0.7529928810257873] Predicted: 2.0850904003864428 Movie Vector: [0.963959877833695, -0.0715062459298654] User Vector: [1.6547833572768504, -0.3044998513500251] Predicted: 1.6169184041780666
avg loss: 13.016791163146372: 46%|████████████████████▊ | 32304/70000 [00:52<01:00, 619.98it/s]
Movie Vector: [2.4140825168388913, 0.02296960536240493] User Vector: [1.6318291867470986, -0.12376607886328772] Predicted: 3.9365274522048552 Movie Vector: [1.2420501740704062, 0.009117866333456986] User Vector: [-0.027769427292719473, -0.6331317036492959] Predicted: -0.04026383224810589 Movie Vector: [2.512732790576771, 0.6931331420768109] User Vector: [0.5392309953253688, -0.406169855959406] Predicted: 1.073413615171375 Movie Vector: [1.0950829555863077, -1.4112894160552865] User Vector: [1.9507483199027627, -0.21242971954465648] Predicted: 2.436031050613108 Movie Vector: [1.8111265729539197, -0.8941253943926399] User Vector: [1.6091654224759886, 1.2020710209621552] Predicted: 1.8396000312191332 Movie Vector: [-1.231768345693237, 0.27236399200224326] User Vector: [0.9533352580181625, -0.09743819471605897] Predicted: -1.200826849346425 Movie Vector: [0.4669136645081686, 0.7130048409170202] User Vector: [0.9098218775120704, -0.42685095727493017] Predicted: 0.1204614679917736 Movie Vector: [0.8174830596485074, -0.142799149852888] User Vector: [1.056363886968384, -0.2872315156533623] Predicted: 0.9045759986673613 Movie Vector: [0.045402326688238556, -1.25508061430576] User Vector: [0.8492812351748796, 0.2382376914540771] Predicted: -0.26044816405136856 Movie Vector: [1.8907866373493485, 0.2135959719023879] User Vector: [1.6029400050689444, -1.024046522164814] Predicted: 2.812085329882003 Movie Vector: [2.090583970455319, 0.0199904996499133] User Vector: [1.7257110658215653, 0.6500968455026507] Predicted: 3.6207396526063587 Movie Vector: [2.2103843520180484, -0.18562446641467809] User Vector: [2.419748203054655, 0.40252607791056194] Predicted: 5.27385487542566 Movie Vector: [1.6846446249715532, -1.2319478641063777] User Vector: [1.1730392815226471, -0.5738459323041737] Predicted: 2.68310259112588 Movie Vector: [1.334879471527081, 0.5414014449837443] User Vector: [0.9434110989653809, 0.4014498104262571] Predicted: 1.4766856166729163 Movie Vector: [0.1552776288856367, -0.30805580242940495] User Vector: [1.892331223829561, -0.6219072055691899] Predicted: 0.485418828750755 Movie Vector: [2.315257890501118, 0.5759997409969313] User Vector: [1.703483464658994, 0.05183648344614503] Predicted: 3.9738613339290896 Movie Vector: [2.154347018671286, -0.2323297113344972] User Vector: [2.327956276029212, -0.6713327380195536] Predicted: 5.171196204094122 Movie Vector: [1.6507845842390922, -1.0112370630817946] User Vector: [1.3162211814239264, -0.3714533511032456] Predicted: 2.5484250315851202 Movie Vector: [1.8313293364112657, 0.07356011725819447] User Vector: [-0.7444663285281321, -2.1595261244706516] Predicted: -1.5222180223421509 Movie Vector: [1.741436467367953, 0.17627145152182735] User Vector: [-0.6289470210325894, 0.1769225842755917] Predicted: -1.0640848777313388 Movie Vector: [1.6184468033173025, -0.383368459257333] User Vector: [1.854275299036639, 0.7134867619445368] Predicted: 2.7275176095689027 Movie Vector: [0.5133017700873131, -0.5556375632763525] User Vector: [1.4718108217002632, -0.4413113189333274] Predicted: 1.0006922459107952 Movie Vector: [-0.17923181326659726, -0.45997824670483667] User Vector: [1.5078306416317235, -0.5821548348306476] Predicted: -0.0024726597624455393 Movie Vector: [1.2200205665656902, -0.2205348723930237] User Vector: [1.5769845828353783, 0.3328794934622712] Predicted: 1.8505420876032206 Movie Vector: [0.5029237174422857, 0.6961104070213648] User Vector: [2.4860424393601983, -0.8978299621580406] Predicted: 0.6253009249285088 Movie Vector: [0.8208837533075022, -0.3684448878701869] User Vector: [1.6902474197321973, -0.7897430689415321] Predicted: 1.6784734424105072 Movie Vector: [2.2372875260770644, -0.7802049592599123] User Vector: [0.9871832700899988, 0.27209436050222346] Predicted: 1.996323446673831 Movie Vector: [-0.1456532979077107, -0.36754540928876844] User Vector: [1.7799682411837798, -0.642842290858546] Predicted: -0.022984511597671092 Movie Vector: [0.826245266480358, 0.7512105266608211] User Vector: [2.0808999520773397, -0.5578792601338513] Predicted: 1.3002489626048062 Movie Vector: [1.9510580393164, -0.16187777977657353] User Vector: [1.0433638019921987, -0.6036092344512185] Predicted: 2.1333742565342044 Movie Vector: [2.4004941460878677, -0.44685771112244427] User Vector: [2.2144139387535935, -0.6590880725989575] Predicted: 5.610206284543053 Movie Vector: [1.704710844758978, -0.8202984533230524] User Vector: [1.7206337129659042, 0.5764171615230825] Predicted: 2.460348844284635 Movie Vector: [1.7753967616286586, -1.0250901043759413] User Vector: [1.8886903522646534, -0.3326095359763772] Predicted: 3.6941294790804142 Movie Vector: [1.2851298149111765, -0.0036588630103707867] User Vector: [1.7237786154267527, -0.3990205671320683] Predicted: 2.216739254584683 Movie Vector: [1.6620017451003257, 0.9762725486953187] User Vector: [1.5968243287784112, -0.26078141033937124] Predicted: 2.3993310889239976 Movie Vector: [0.8823295075138027, -0.5262925845495062] User Vector: [1.6868234101815032, -0.1412955045357854] Predicted: 1.562696845035564 Movie Vector: [1.7788820398214455, -0.21658063923904144] User Vector: [2.1087647802265614, -0.349482123756078] Predicted: 3.826934855518757 Movie Vector: [1.2659394368948935, -0.8524731817065904] User Vector: [1.1341286483058277, -0.01547504031881463] Predicted: 1.4489302392602639 Movie Vector: [1.3384646088985757, -1.112510205751304] User Vector: [0.7336627070726246, 0.6750798363150677] Predicted: 0.23094836068799796 Movie Vector: [0.48539650739866386, -1.1699290715805037] User Vector: [1.688083358513794, 0.47219722721163127] Predicted: 0.2669525027858103 Movie Vector: [1.529481340734414, -0.5016842978320771] User Vector: [2.365335739787524, 0.28974139220770656] Predicted: 3.4723781716746376 Movie Vector: [2.311746990441375, -0.1857337863128159] User Vector: [1.4033163284378987, -0.671545702903696] Predicted: 3.368841024985957 Movie Vector: [1.2196660911265442, -0.2523649055450677] User Vector: [1.6338840038058473, -0.3425025880678121] Predicted: 2.0792285495627403 Movie Vector: [1.4536610855819707, 0.07455250120877348] User Vector: [1.1205411747554879, -0.8229247977210885] Predicted: 1.5675359985575281 Movie Vector: [0.5167215237332028, 0.023792158715148136] User Vector: [1.45257114202984, -0.7220239856210018] Predicted: 0.7333962645784987 Movie Vector: [1.7437991734962044, -0.7779728026720174] User Vector: [1.1855096753112948, 0.5912671641329813] Predicted: 1.6073010191711181 Movie Vector: [-2.047738339895885, -1.8914602345091254] User Vector: [1.3194305587809048, -0.19577649611557] Predicted: -2.331545084791779 Movie Vector: [0.9888227042194648, -0.3563418706970994] User Vector: [1.5036291046262846, -1.1275871348838948] Predicted: 1.888629106398165 Movie Vector: [1.3987414441254356, -0.07592627614982102] User Vector: [2.0380602968850705, -0.317644047773554] Predicted: 2.874836932568339 Movie Vector: [1.0269978992434825, -0.4289612021851245] User Vector: [1.735637200466893, -0.2555458433959976] Predicted: 1.8921150109248968 Movie Vector: [1.6150083884887247, -0.9214077192487793] User Vector: [1.6623795783847728, -1.6097473877991277] Predicted: 4.167990633102432 Movie Vector: [1.0990075857868191, -0.20362320121816127] User Vector: [1.664758412982363, -0.34324547684552525] Predicted: 1.8994748671689832 Movie Vector: [1.9656731688058042, 0.5401421163259743] User Vector: [2.585048735828881, -0.7607926522395604] Predicted: 4.670424786808267 Movie Vector: [1.9043684345263683, -0.2538836074044418] User Vector: [1.8145705634631921, -1.1568627344843925] Predicted: 3.749319387582694 Movie Vector: [0.4514807854315892, -0.7233132937256713] User Vector: [1.5975788210742583, -1.1614437783121616] Predicted: 1.5613638656956366 Movie Vector: [1.813655452969039, 0.04963496878531958] User Vector: [2.401650188149976, 0.2778299108168137] Predicted: 4.369556038813344 Movie Vector: [2.3571887359396033, 0.043466008478053264] User Vector: [1.8357368512521994, -0.3981740215656808] Predicted: 4.309871192523805 Movie Vector: [1.8307488290677312, 0.7995358312186391] User Vector: [0.5729860239268559, -0.040932900387215504] Predicted: 1.0162661718409844 Movie Vector: [0.8460480652719901, -1.10801886274169] User Vector: [1.7421617188791043, -0.059963233635827645] Predicted: 1.5403929455880747 Movie Vector: [1.287365609607919, -0.26655640276078485] User Vector: [2.263351016101501, -0.0766020491247915] Predicted: 2.9341790272590207 Movie Vector: [1.722879084529395, 0.6188413975927433] User Vector: [1.3554412909838602, -0.4509587946129801] Predicted: 2.056189479828579 Movie Vector: [1.3291063956442828, -0.16946720418700945] User Vector: [0.6621757582622962, 0.5428063588534985] Predicted: 0.7881141592971875 Movie Vector: [0.9905660206099237, -0.8181195497224834] User Vector: [1.5179919911108108, -0.49130139092580133] Predicted: 1.905614558674617 Movie Vector: [-0.11901918735077588, 0.24487509127637538] User Vector: [2.039485273035642, -1.5232872625185556] Predicted: -0.6157529872599486 Movie Vector: [1.9675664147355367, -0.7772624555654838] User Vector: [1.2224888653831278, -0.07497608214821536] Predicted: 2.4636041276351968 Movie Vector: [1.5709817680108302, -0.43668530008864553] User Vector: [1.4440028869573847, 0.45356113752106997] Predicted: 2.0704387269181193 Movie Vector: [1.5193541929435563, -0.9862263307183062] User Vector: [1.6053967041168637, -1.0424501006099622] Predicted: 3.467257951419215 Movie Vector: [2.3377624938642887, -0.13201494751646492] User Vector: [1.6828741153419589, -0.633222338563894] Predicted: 4.017754802533242 Movie Vector: [1.301591049856744, -0.20331647884945592] User Vector: [1.176778902238834, -0.28632774260974636] Predicted: 1.5899000352386377 Movie Vector: [1.088841628068674, -0.7995566096564675] User Vector: [1.776110732714986, -0.17738543467221773] Predicted: 2.075732998588588 Movie Vector: [2.289715626075349, 0.673038372914012] User Vector: [-0.29651080365478727, -0.8856344550233718] Predicted: -1.274991393034044 Movie Vector: [1.4928363319416318, -0.37940824789998684] User Vector: [1.7477808854504033, 0.3283109997665765] Predicted: 2.4845869048857474 Movie Vector: [2.1931859823799544, -0.806018772952921] User Vector: [2.023466752441638, 0.6996600191580142] Predicted: 3.8738998071409294 Movie Vector: [1.8421638360531187, -0.27691360206899085] User Vector: [1.910326086126174, -0.4368959802138805] Predicted: 3.6401160705410214 Movie Vector: [-1.5491386098256135, -0.06958403690880675] User Vector: [0.617167446433964, -0.6146767840743821] Predicted: -0.9133062279683164 Movie Vector: [1.976473654979667, 0.15885437700705754] User Vector: [1.7665729450557472, -0.07461411343340357] Predicted: 3.47973210699713 Movie Vector: [0.5326544050806654, -0.9430147437829766] User Vector: [2.149231981455317, -0.3103719339300543] Predicted: 1.4374831922148987 Movie Vector: [1.5856414652777648, -0.49480497309265964] User Vector: [1.622240757944814, -0.4023151514144239] Predicted: 2.77135975013131 Movie Vector: [-0.2392155196929479, -0.8374648167495414] User Vector: [-0.3835327374147923, 1.561060163694903] Predicted: -1.2155859808238227 Movie Vector: [-0.5048496821452887, 0.6103980039242364] User Vector: [1.1091553825095248, -1.3804298298704933] Predicted: -1.402568355020092 Movie Vector: [2.326297344822248, -0.755671450190536] User Vector: [1.2556594363845748, -0.2146777644400234] Predicted: 3.0832630704404913 Movie Vector: [1.0827886694460493, -0.7989520827671525] User Vector: [2.325095573085253, -0.08938661232642912] Predicted: 2.5890027620055815 Movie Vector: [2.1599003317025836, 0.13307316162031746] User Vector: [1.0565384782724627, -1.1148878872619912] Predicted: 2.133656153667086 Movie Vector: [1.6424404749409158, 0.07221028067958353] User Vector: [2.1440984582752685, -0.5004200708941248] Predicted: 3.4854186163527556 Movie Vector: [0.667962215605222, -0.8571800723005452] User Vector: [1.634963626389915, -0.08519189992315021] Predicted: 1.1651187252529027 Movie Vector: [-0.31692047950431634, -1.0696038852074017] User Vector: [1.8580530352275555, -0.16879659656929064] Predicted: -0.4083095633684677 Movie Vector: [0.6744613554854206, -0.5513678218184656] User Vector: [1.5781752201878423, -0.36047497158944863] Predicted: 1.2631724981067418 Movie Vector: [-0.8634026978158241, -1.0512740083430132] User Vector: [2.1051029501589293, -0.28831415773487507] Predicted: -1.514454386083288 Movie Vector: [1.3032545551379502, -0.13967369722386047] User Vector: [2.170528456139451, 0.46648764791224195] Predicted: 2.7635950430271166 Movie Vector: [2.1805646590961434, -0.19058498421615802] User Vector: [0.5025571066758032, -1.5901018631347332] Predicted: 1.3989078044824836 Movie Vector: [1.312102721083465, -0.6280998378518453] User Vector: [1.3679483633858367, -0.1983189900706353] Predicted: 1.9194528954065366 Movie Vector: [1.654714849846147, 0.20066621319718686] User Vector: [1.1452714380508855, 0.46069278530449775] Predicted: 1.98754313232177 Movie Vector: [1.237049261911552, -0.8674153970747488] User Vector: [1.6844205210157552, -0.35295925607313083] Predicted: 2.389873455529095 Movie Vector: [1.1666315363778983, -0.9208295598334739] User Vector: [1.2640873738627338, -0.905413037328126] Predicted: 2.308455283715731 Movie Vector: [2.113612158167787, -0.8335332469642094] User Vector: [0.35053882702066264, -0.44358955354714164] Predicted: 1.1106497675883003 Movie Vector: [2.0920645822910924, -0.3667661613155938] User Vector: [1.2841665998694862, -0.9045893744348735] Predicted: 3.0183322337764817 Movie Vector: [1.6543649778153977, 1.0637240640127184] User Vector: [1.8292385267208273, -0.6025047051960188] Predicted: 2.3853294010796784 Movie Vector:
avg loss: 12.98611539669566: 46%|█████████████████████▎ | 32447/70000 [00:52<00:56, 660.37it/s]
[0.6611785882245743, 1.0236365425271694] User Vector: [2.2621489447106526, -0.05921488708872666] Predicted: 1.4350699233318591 Movie Vector: [1.8129132388318043, -0.12612273997628887] User Vector: [1.7211130349964874, -0.7143535029680184] Predicted: 3.210324827777105 Movie Vector: [1.5095789769180885, -0.26694389385286443] User Vector: [1.7868380005041513, -0.2769316288518406] Predicted: 2.7712982880561463 Movie Vector: [2.032412471464841, -0.32698321177591005] User Vector: [2.0029002004955987, 0.07345330543997758] Predicted: 4.046701348858364 Movie Vector: [0.57259532151982, 0.08888791878800467] User Vector: [0.9154728182231265, -0.5490086339354492] Predicted: 0.4753952178259592 Movie Vector: [0.5171666823402156, 0.41244461439947505] User Vector: [2.253169244304609, -0.2805571119867351] Predicted: 1.049549792957626 Movie Vector: [1.2322108679641826, 0.6475313123113341] User Vector: [2.250326280448804, 0.12353963399812047] Predicted: 2.852872280559696 Movie Vector: [-1.4715963904028153, -1.5894110318741501] User Vector: [2.2260548575554413, -0.037713915385606284] Predicted: -3.2159113800481895 Movie Vector: [0.9490974736850701, -0.16754038916001268] User Vector: [1.5694274595821283, -0.5368042665354301] Predicted: 1.5794760327394766 Movie Vector: [1.076976970944551, 0.4776501782714496] User Vector: [2.1035830618444114, -0.7133238959000319] Predicted: 1.9247912280335229 Movie Vector: [1.473838187358769, -0.09416569858410467] User Vector: [1.8495827531333038, 0.3024377895397867] Predicted: 2.697506426517783 Movie Vector: [1.4546117871569555, -0.06658647541757692] User Vector: [0.1618364132711392, 0.1681614242528284] Predicted: 0.22421187779320775 Movie Vector: [0.23682936315606937, -0.1571274982150871] User Vector: [1.821922069827802, -0.5276526647690231] Predicted: 0.5143933866589867 Movie Vector: [1.8678933896242664, -0.5857982704674927] User Vector: [1.7266241286649606, 1.119443372826894] Predicted: 2.5693818046107477 Movie Vector: [3.0494242880892295, -0.12590164308630641] User Vector: [2.276523086468312, -0.5959440727459533] Predicted: 7.017115130218589 Movie Vector: [1.5416136378164553, -0.3902827314488388] User Vector: [1.8908491844322317, -0.549188273217587] Predicted: 3.129297589125881 Movie Vector: [1.9502826564106783, -0.3320725127409341] User Vector: [1.6280225507482322, -0.30251474298927333] Predicted: 3.2755609758153765 Movie Vector: [2.6812086128178167, 0.7623215698924338] User Vector: [2.3087103663549255, 0.012871495495254279] Predicted: 6.199946337425409 Movie Vector: [2.422541730881024, 0.877120644456407] User Vector: [1.2708823419726192, -0.37150346538174156] Predicted: 2.7529121494950566 Movie Vector: [0.3917267569048771, 0.4514289765822266] User Vector: [1.7268925877149675, -0.29513929046527476] Predicted: 0.5432356050647118 Movie Vector: [-0.7616456770957066, 0.29570796174764097] User Vector: [-0.987413577381998, -1.1870539632557016] Predicted: 0.4010379747598032 Movie Vector: [1.1249337196315894, -0.3674390359588484] User Vector: [0.8186898982642761, -0.1826227760240949] Predicted: 0.9880746092456617 Movie Vector: [1.9679832917082758, 0.33275013220514144] User Vector: [1.816485308060909, -0.6762264006588011] Predicted: 3.3497983116776058 Movie Vector: [0.7375803798445623, 1.613886585970807] User Vector: [0.8907042358915309, 0.00048827068922334405] Predicted: 0.6577539821536962 Movie Vector: [-0.544389878884786, -0.22059430562908636] User Vector: [1.2967818496763701, -0.2693976582342715] Predicted: -0.6465273247290169 Movie Vector: [0.0683710338095202, 0.14504473735161785] User Vector: [1.595892284384333, -0.07401199898010226] Predicted: 0.09837775437905652 Movie Vector: [0.626797149246404, 0.22071958104246306] User Vector: [1.5667747375340313, -0.5315916065273997] Predicted: 0.8647172623191961 Movie Vector: [2.31726159584592, 0.5760607131408303] User Vector: [0.9482937557517157, -0.7662807309773647] Predicted: 1.7560204774310442 Movie Vector: [2.4228859115613894, -0.8649590051477053] User Vector: [0.8133166237815789, 0.6934555848228138] Predicted: 1.3707627366366013 Movie Vector: [0.7149279311977101, 0.3878200439271968] User Vector: [1.630754108537612, -1.1789122580836482] Predicted: 0.7086658573926498 Movie Vector: [1.7134019757667003, -0.1350672543440406] User Vector: [1.2754812599751064, -0.34649690378151515] Predicted: 2.232212496327228 Movie Vector: [-0.002683962799520545, 1.3915361231485743] User Vector: [1.6064904314638067, -1.1757209889294469] Predicted: -1.640369987395125 Movie Vector: [1.8112542376002958, -0.3385985505829736] User Vector: [0.5076062370139103, -0.09644906334832595] Predicted: 0.9520614608786137 Movie Vector: [1.296854751543658, 1.0069003960713894] User Vector: [1.7525719993550797, -0.2655461357685569] Predicted: 2.0054528155054165 Movie Vector: [0.549959397654705, -0.332519105067844] User Vector: [-0.06120737527997538, -1.331395272828375] Predicted: 0.40905279337144856 Movie Vector: [1.0920590121214835, 0.19700668531454835] User Vector: [1.719185259102228, -0.3533296371210895] Predicted: 1.8078434550763778 Movie Vector: [1.9886895135375284, -0.11814949029255926] User Vector: [1.1422275149608785, -0.2809306046980413] Predicted: 2.3047276888293835 Movie Vector: [2.8427838757989075, -0.07180769182080865] User Vector: [1.3182900995158253, 0.1630352985351571] Predicted: 3.7359066500557994 Movie Vector: [1.6120237837957183, -0.35701954242575235] User Vector: [-0.4961872743415356, 0.6037319171417591] Predicted: -1.0154097802610995 Movie Vector: [2.327672987446174, 0.5676476568304362] User Vector: [-1.0484386479451795, 1.3089346237830486] Predicted: -1.6974086476819072 Movie Vector: [0.16775884586499862, -0.7719150758880043] User Vector: [1.7723999768483087, -0.1746605577906403] Predicted: 0.4321588922488258 Movie Vector: [0.5069028453370634, -0.36610856006671355] User Vector: [0.6944738641143074, -0.5212637418035229] Predicted: 0.5428698956584426 Movie Vector: [0.531233307910186, -0.5802460838183066] User Vector: [2.079228406769867, -0.5464890350142875] Predicted: 1.421653506845868 Movie Vector: [-1.2234488277347315, 1.1958399026622233] User Vector: [2.2422387864908373, -0.5483000281996159] Predicted: -3.3989434671854846 Movie Vector: [1.4981480714072999, 0.1449311227645475] User Vector: [1.6059299753448086, -0.8851450781288803] Predicted: 2.277635825395266 Movie Vector: [0.5585830833673876, -0.353179777300709] User Vector: [1.761913792110971, 0.33853231474023165] Predicted: 0.8646124710958241 Movie Vector: [0.8830750467167351, 0.2662623580633542] User Vector: [1.8960513178701688, -0.7601462230682786] Predicted: 1.4719572802784142 Movie Vector: [1.2835375970179537, -0.5923846663354765] User Vector: [1.1334477000425487, -0.300696630122086] Predicted: 1.6329508101612134 Movie Vector: [2.6191782589100328, -0.25877865864029154] User Vector: [1.7743647730825642, -0.4164583100131666] Predicted: 4.7551481598784955 Movie Vector: [2.638728800498155, -0.2633673348996193] User Vector: [1.8625923545470513, -0.3851051637756155] Predicted: 5.016300210170639 Movie Vector: [1.5289152640210888, 0.18473140861275578] User Vector: [1.8941505195878936, -0.39617012809978946] Predicted: 2.8228105759372366 Movie Vector: [2.493874772777417, 0.3598652522245629] User Vector: [1.454089292028007, -0.2436107833200924] Predicted: 3.5386495467703134 Movie Vector: [2.3364179344720095, -0.13150902432532716] User Vector: [1.6038385701119973, -0.29839696283491735] Predicted: 3.7864790926516747 Movie Vector: [1.1619440832258947, 0.06419453341430477] User Vector: [1.360581315629448, 0.12771916126049127] Predicted: 1.589118281408524 Movie Vector: [1.1334154786945694, 0.49816129517275715] User Vector: [1.2467104865782297, -0.7576394468226474] Predicted: 1.0356143148354624 Movie Vector: [1.6570297481284317, -0.7556988044082908] User Vector: [-0.21628926645931396, -0.4201816946150818] Predicted: -0.040866944469093336 Movie Vector: [1.1720840757756297, -0.4332338869178816] User Vector: [2.3681478235997284, -1.0525542381785824] Predicted: 3.231670516921954 Movie Vector: [-0.4763141650162117, -0.1955078030554661] User Vector: [2.4531035539098673, 0.27923805380186134] Predicted: -1.223041189407166 Movie Vector: [2.553545915435677, -0.24575512424988624] User Vector: [1.2826270452857456, -0.03199159292476001] Predicted: 3.283109150410923 Movie Vector: [0.9967564785191583, 0.5181851297552975] User Vector: [1.830910647031202, -0.06694044201499393] Predicted: 1.790284507386638 Movie Vector: [2.3396879274975446, -0.4287596253439179] User Vector: [1.4349307266309765, -0.025116063879838862] Predicted: 3.368058852033009 Movie Vector: [1.701372614868547, -1.2401311271131843] User Vector: [1.3914942224967097, -1.1986551745837235] Predicted: 3.8539397565802664 Movie Vector: [2.195959978541031, -1.5561058981104892] User Vector: [1.8625556193852115, 0.28120310318422004] Predicted: 3.6525157905446886 Movie Vector: [1.4240189015469185, -0.1137191534128212] User Vector: [1.2159860552237136, 0.24304808578386625] Predicted: 1.7039479041020953 Movie Vector: [2.4057329298997336, -1.3169198212299082] User Vector: [2.0459384815211443, -0.3180716902265249] Predicted: 5.340856490975884 Movie Vector: [-0.41417201106481055, 0.03271873881876673] User Vector: [2.210654095414516, -0.419114034822041] Predicted: -0.9293039351071116 Movie Vector: [2.196733170236395, -0.5527679063909876] User Vector: [1.7512273401541325, 1.068086236469222] Predicted: 3.2565753939633155 Movie Vector: [1.27547000247719, -1.304358491677635] User Vector: [1.246943176698639, -0.21184638580660467] Predicted: 1.8667622489307893 Movie Vector: [1.7464952334883972, -0.8063005648904978] User Vector: [2.4372908225517085, -0.8013946573175096] Predicted: 4.902881769106909 Movie Vector: [1.0527014187906576, -0.014976745706296712] User Vector: [1.997624684156943, -0.0895552036021193] Predicted: 2.1042435847342777 Movie Vector: [1.310204743153297, 1.638234967055113] User Vector: [1.6400908860440364, 0.3214721935308503] Predicted: 2.6755018464755373 Movie Vector: [1.6079669045102116, -0.8510124050858187] User Vector: [-0.34671695009074455, -1.4971820059756598] Predicted: 0.7166110787779207 Movie Vector: [2.205429558292883, 0.36151855536427524] User Vector: [0.7877732584558792, -0.9359005651668186] Predicted: 1.3990330091475778 Movie Vector: [1.0653230956903328, -0.8423148387514282] User Vector: [1.6673141892811467, 0.6495384451912856] Predicted: 1.2291124428892575 Movie Vector: [1.5956051361286132, 0.08314137550796935] User Vector: [1.6203192661382628, -1.1909811925423068] Predicted: 2.4863699286662686 Movie Vector: [1.9468637226475112, -0.32504719370982416] User Vector: [1.8818794727292356, -0.5469174554861661] Predicted: 3.841536859948271 Movie Vector: [1.92483792923192, -0.26693374504879064] User Vector: [1.2495533175809321, -1.0951943965869713] Predicted: 2.697531962114768 Movie Vector: [2.18478735842362, -0.7281561886313885] User Vector: [2.0542594717084346, 0.28262092699237645] Predicted: 4.282327947684333 Movie Vector: [1.4415410879429051, -1.3129793212395222] User Vector: [2.3140059231684353, -0.32056282850133616] Predicted: 3.7566269809708586 Movie Vector: [1.6618290187252531, -1.3558402978474302] User Vector: [1.5513857395409638, -0.7891618516709875] Predicted: 3.6481152812251327 Movie Vector: [1.1416639460192277, -0.39048021869513505] User Vector: [-0.3728345677025406, 0.05384772677881999] Predicted: -0.4466782559044849 Movie Vector: [2.227444200239968, 0.2278851557096317] User Vector: [1.65462935762151, -0.8804338908397146] Predicted: 3.4849567518747713 Movie Vector: [0.048981982214235636, -0.7654905703781114] User Vector: [1.8001492622379436, 0.5445102584273123] Predicted: -0.32864258915434774 Movie Vector: [-1.0326099395751953, 1.1204242706298828] User Vector: [2.258484437318095, 0.1278267752342154] Predicted: -2.188913256941791 Movie Vector: [1.242885520947077, -0.017884227250109574] User Vector: [1.5133290524368246, -0.45812290445767456] Predicted: 1.8890879418340905 Movie Vector: [1.9069724782943664, 0.27445018939048926] User Vector: [1.1505341148474124, 0.33574807964139425] Predicted: 2.286183016397859 Movie Vector: [1.7386418379851554, 0.2701721070788289] User Vector: [1.3955515970250152, -0.8766781224053689] Predicted: 2.1895104180945215 Movie Vector: [-0.2831996812344518, 0.20085500968682246] User Vector: [0.3141879812753117, 1.0396965623409198] Predicted: 0.11985032695547725 Movie Vector: [2.1715433312538432, -0.16204130227546176] User Vector: [0.8449806171018046, -0.881888924677802] Predicted: 1.9778144539232785 Movie Vector: [0.04791925570034025, -0.2641667499573148] User Vector: [1.7777709975456835, -0.3427608107029744] Predicted: 0.17573547238417972 Movie Vector: [1.3761047223388916, -1.0549364313934142] User Vector: [1.1970629597663711, -0.591413981174323] Predicted: 2.271188146647686 Movie Vector: [1.2577619090454428, 0.17937515465188944] User Vector: [2.118748856259037, -0.22667671761689606] Predicted: 2.6242214349577013 Movie Vector: [1.2662324452785791, 0.28692449829235334] User Vector: [0.8836684638240879, -0.5153806353400177] Predicted: 0.9710543495390116 Movie Vector: [0.009479335362597985, -0.12151248889970331] User Vector: [2.1556919407308572, -0.6902130811276352] Predicted: 0.10430403620358929 Movie Vector: [2.321592592117705, -0.7548670873485201] User Vector: [1.49079348166341, -0.2571245985273579] Predicted: 3.655110000183139 Movie Vector: [2.006462785317891, -0.9803963515329744] User Vector: [1.4743248878159991, -0.9372914763170527] Predicted: 3.8770951645749707 Movie Vector: [2.3284254602515695, 0.18279541826871032] User Vector: [1.4444494172864832, -0.07023835525060032] Predicted: 3.3504535497288512 Movie Vector: [0.9130030454467969, 0.21585732048465778] User Vector: [1.0349159484197175, 0.4385624177996583] Predicted: 1.0395483210601695 Movie Vector: [2.345311139457491, 0.028185570235229832] User Vector: [1.2701665483542524, -0.36379579412558993] Predicted: 2.968681962914892 Movie Vector: [1.3405597877175701, 0.06781865412631496] User Vector: [1.2523570019983963, 0.7248070975972255] Predicted: 1.7280148786058271 Movie Vector: [-0.2805709471556589, -0.19925111451511673] User Vector: [0.5470889870895582, -0.1591732047748734] Predicted: -0.12178183683381097 Movie Vector: [1.4627626684102797, 0.9618153227904188] User Vector: [1.299038175911379, 0.23641571816326723] Predicted: 2.1275728088408825 Movie Vector: [1.3197371825197837, -1.0304927452838673] User Vector: [1.7555981062977724, -0.49974484288246246] Predicted: 2.831911533525893 Movie Vector: [1.5340872288095435, -0.08154304877626009] User Vector: [1.9913762124357275, -0.49031177182452945] Predicted: 3.094926331978232 Movie Vector: [0.5861561061954262, -0.1705080482529723] User Vector: [0.1854055805784463, 0.27243290344478566] Predicted: 0.06222461053250357 Movie Vector: [1.774465912704532, 0.2619643969049445] User Vector: [2.0532495493025777, 0.19344589520438982] Predicted: 3.6940972727843224 Movie Vector: [0.5049321605096144, 0.43208129813689417] User Vector: [1.6552081202267217, -0.5004507833734239] Predicted: 0.6195323881055216 Movie Vector: [1.3185384181016957, -0.04078626889089046] User Vector: [-0.7834981123657132, -0.9699069204433113] Predicted: -0.9935134772080156 Movie Vector: [1.9051192050394323, -0.28277551418962726] User Vector: [1.916889336215457, -0.6706281261002508] Predicted: 3.8415399015473817 Movie Vector: [2.1183337641425104, -0.3238321796110079] User Vector: [1.16994674463082, -0.9111908026123487] Predicted: 2.773410595051542 Movie Vector: [0.3227462498617204, -2.3603627692443667] User Vector: [2.0690429469203533, -0.6654193374034815] Predicted: 2.2384068818638196 Movie Vector: [-0.5052219654861276, -0.00821166667936031] User Vector: [1.593736139963311, -0.12605710965689443] Predicted: -0.8041553661314722 Movie Vector: [2.023562655706799, -0.9156690976228158] User Vector: [1.3694054925652697, 0.7179901782796837] Predicted: 2.113636396627452 Movie Vector: [1.7068940568226123, 0.22165563404389765] User Vector: [1.8691190532106157, 0.7418933691407184] Predicted: 3.354833048548957 Movie Vector: [1.8148670682315762, -0.16263123468952273] User Vector: [2.0597585498940454, -0.9493408607447584] Predicted: 3.8925804370352632 Movie Vector: [1.0558043592347512, -0.9071935101684714] User Vector: [1.4519855652639573, -0.351574263791165] Predicted: 1.8519585798052236 Movie Vector: [1.9979561076707564, -0.05404249276213683] User Vector: [2.1965246083212753, -0.22555978809417526] Predicted: 4.400749570060117 Movie Vector: [1.4842774243288077, 0.1551411387410129] User Vector: [-1.3192607296118681, 0.6263450068667425] Predicted: -1.8609770401563932 Movie Vector: [0.42211127278402233, 1.0863307652230483] User Vector: [1.9056600906344623, -0.16811393388964233] Predicted: 0.6217732679044361 Movie Vector: [2.464356036885661, -0.5919231599290358] User Vector: [1.6915357682953387, 1.1124099894248902] Predicted: 3.510085146129637 Movie Vector: [-0.3092155745615687, 0.0051106254950862295] User Vector: [2.017368884106073, 0.38944707104139853] Predicted: -0.6218115604712392 Movie Vector: [1.8698566781403898, -0.7401925103094116] User Vector: [1.4293509471204948, -0.09786251440801441] Predicted: 2.745118514084407 Movie Vector: [1.144590222208529, -1.4166805855140434] User Vector: [1.5411783649943838, 0.6402623596476937] Predicted: 0.8569704327036011 Movie Vector: [1.1456801332168394, 0.017807680921882285] User Vector: [1.0582455493362366, -0.7364069554690802] Predicted: 1.1992972018480188 Movie Vector: [1.4629569585548592, 0.4172645334349332] User Vector: [1.311986660770996, -0.2783630585729603] Predicted: 1.8032289831451147 Movie Vector: [0.6021562303309325, -0.5496656567047606] User Vector: [1.362370112222952, -1.1108396667891287] Predicted: 1.4309500660310461 Movie Vector: [1.8745550682639902, 0.5802821233685045] User Vector: [1.423716183757431, -0.828149779716041] Predicted: 2.1882738753911752 Movie Vector: [1.7671735529409065, 0.20686997879566132] User Vector: [1.9738284216054125, -1.0199615825846888] Predicted: 3.2770979537424947 Movie Vector: [2.6472661419521732, -0.0995640209436772] User Vector: [1.0625946318858581, -0.1232134757273983] Predicted: 2.825238420689431 Movie Vector: [0.48073053569057783, 0.7293395471290746] User Vector: [1.35150887331703, -0.47637775575900254] Predicted: 0.3022704480126293 Movie Vector: [1.0953560828671451, 0.44878183327485743] User Vector: [1.9530577588326845, 0.39050998670114784] Predicted: 2.3145474840721363 Movie Vector: [0.309121218597143, -0.8104157003942197] User Vector: [-0.002151488695586734, 0.5897768514886172] Predicted: -0.4786294909828232 Movie Vector: [0.43655574185350937, -0.9021543947376991] User Vector: [1.7977321164790194, -0.13274048031739388] Predicted: 0.9045626854413078 Movie Vector: [0.7798670857128728, -0.3992697965410569] User Vector: [1.6967942383274994, -0.4007360908218537] Predicted: 1.4832757951479607 Movie Vector: [1.6757474782191057, 0.5444296194543817] User Vector: [1.22963806972624, -0.4855009714045098] Predicted: 1.7962417853594657 Movie Vector: [-0.23239507047936858, -0.02979100403567374] User Vector: [-0.5526898355278586, -1.2139963903411417] Predicted: 0.16460856464467363 Movie Vector: [1.883734117808848, -0.2480131147151485] User Vector: [1.776004074262067, -0.8282340255904747] Predicted: 3.5509323684547343 Movie Vector: [1.7425610811909529, 0.21958829583001915] User Vector: [0.7560328587857092, -0.14289030407088787] Predicted: 1.286056397459953 Movie Vector: [2.9177737544631928, -0.06253355917000797] User Vector: [1.6992569850877661, 0.3969201337616489] Predicted: 4.933226604506985 Movie Vector: [2.135310115509765, -0.09409256390406563] User Vector: [1.7429825203656129, 0.2641076616600148] Predicted: 3.6969576398610995 Movie Vector: [-0.8197633447751338, -0.07557113240576566] User Vector: [-0.4016053453520698, -1.2327747978302743] Predicted: 0.42238352865870815 Movie Vector: [0.15740372028058897, -0.3516960785063024] User Vector: [1.859090095036081, -0.7416086983460177] Predicted: 0.5534485682899306 Movie Vector: [2.114205634608739, 0.6163210668548326] User Vector: [1.6655706522587164, 0.023195444593413085] Predicted: 3.535654699002315
avg loss: 12.967246946258411: 47%|████████████████████▉ | 32583/70000 [00:52<01:01, 612.53it/s]
Movie Vector: [0.2430099560273712, -0.7068325338120482] User Vector: [-0.7515669741950115, 0.8175395030282128] Predicted: -0.7605017757676285 Movie Vector: [0.5732776158682287, -0.6915438746891385] User Vector: [1.9233884006603494, -0.2282131384250985] Predicted: 1.2604549147206319 Movie Vector: [2.5175906793830496, 0.10976394232454106] User Vector: [1.8009988937176695, -0.016707501538906787] Predicted: 4.532344147167485 Movie Vector: [1.9436956252558932, 0.11146351773011988] User Vector: [1.5079315437956586, 0.010023354289001508] Predicted: 2.9320771831894943 Movie Vector: [1.3595928849692687, -0.06653119082476334] User Vector: [1.9235700799390523, 1.0247193238448977] Predicted: 2.5470963975483554 Movie Vector: [2.0449676827904675, -0.3535584607872464] User Vector: [1.7176574783118044, -0.5631140344619284] Predicted: 3.711647764523064 Movie Vector: [1.7703618425320842, 0.2429660983435893] User Vector: [0.7672641540446143, 0.349280158141812] Predicted: 1.4431984187157922 Movie Vector: [0.2841930132572694, -1.0696158665264464] User Vector: [0.12708510065553624, 1.6209641472306102] Predicted: -1.6976922732529711 Movie Vector: [0.6442826134935735, 0.9412951587863464] User Vector: [0.9283019626695947, -0.398630771875659] Predicted: 0.22285959891015794 Movie Vector: [1.710984868519855, -0.429593880859163] User Vector: [1.1612101187513832, -0.7565094861967733] Predicted: 2.311804788437804 Movie Vector: [2.259406543833898, -0.9333971605878612] User Vector: [1.8355002592688587, 0.744504928221872] Predicted: 3.452222510954911 Movie Vector: [1.7665981045362715, -1.0310933229177401] User Vector: [1.0759903569668872, -1.0418756838842254] Predicted: 2.975113586080388 Movie Vector: [0.7596560884390768, -0.6780867724724224] User Vector: [1.9785399951806704, -0.24824627296106577] Predicted: 1.671342467569695 Movie Vector: [-0.22834034355755545, 0.382393032126291] User Vector: [0.9581165525039292, -0.5415673563398588] Predicted: -0.4258682462583459 Movie Vector: [2.05745436280995, -1.5770170636867833] User Vector: [2.037676796663157, -0.1877482773259236] Predicted: 4.488509252311996 Movie Vector: [2.286459300601246, -0.2819767405387496] User Vector: [0.4714428231098453, -0.9752207837215504] Predicted: 1.3529244055006613 Movie Vector: [0.8925980550035366, -0.6773892277980892] User Vector: [1.8689707090576217, -0.17517217001627672] Predicted: 1.7868993607424553 Movie Vector: [2.7034394326086257, -0.10607761152388102] User Vector: [1.3955274561244528, 0.5927829423027571] Predicted: 3.7098429555032744 Movie Vector: [1.4042692877229195, -0.6244140334977747] User Vector: [0.8904321725571218, -0.12595401610351392] Predicted: 1.3290540079528 Movie Vector: [1.5047576930038034, 1.2396164971147257] User Vector: [1.7904531641130188, 0.3204874985828546] Predicted: 3.091479763024405 Movie Vector: [2.1448776371217977, 0.33515100709080675] User Vector: [0.888815900454115, 0.8117826889249609] Predicted: 2.178471134134389 Movie Vector: [1.0771939985955565, -0.46737434999290767] User Vector: [1.704470353559175, -1.138924119230944] Predicted: 2.368349155554797 Movie Vector: [1.2970796496513959, -0.8907450483414538] User Vector: [1.2381001910111014, 1.835439475276308] Predicted: -0.028994062142801758 Movie Vector: [2.5798965277066648, -0.4105995045581836] User Vector: [1.84794450268726, 0.28265817130197846] Predicted: 4.651446300781567 Movie Vector: [1.6460438245756603, 0.24309412328186547] User Vector: [1.2939391770125777, -0.2899439048742767] Predicted: 2.0593969323417327 Movie Vector: [2.4801921772404736, -0.5157533308831463] User Vector: [0.9161462675809853, -0.8868875921311423] Predicted: 2.729634035822987 Movie Vector: [0.803614197136782, 0.1673908927193434] User Vector: [1.7112444019109747, -0.398984881266201] Predicted: 1.3083938606898298 Movie Vector: [2.239067076687563, -0.07898987017154015] User Vector: [0.8293214831459141, -1.7030039234904277] Predicted: 1.9914264877198482 Movie Vector: [1.2237609617516636, -0.4709595294160769] User Vector: [1.020907014747923, 0.4363269983930362] Predicted: 1.0438537923922242 Movie Vector: [-0.877126944682714, 0.15687809398908115] User Vector: [-0.057280948147930735, -0.0907767769568475] Predicted: 0.03600177529006127 Movie Vector: [2.1204766578231378, 0.3088978519685948] User Vector: [-0.09371642609510131, -0.22919580162513617] Predicted: -0.26952158479149424 Movie Vector: [-1.2467894261685302, 0.044139691034825165] User Vector: [1.8144257838080198, -0.4822976308126363] Predicted: -2.283495350230284 Movie Vector: [0.00862127268559798, -0.3987145782541405] User Vector: [1.226046228638548, -0.7318427166202087] Predicted: 0.3023664389678329 Movie Vector: [-0.44285934665136684, 0.5008189887217469] User Vector: [1.4613994747421355, -0.9143620210270618] Predicted: -1.1051242792772986 Movie Vector: [-0.32778525425098576, -0.23931781514867512] User Vector: [0.3649721767861835, 0.10630832588015154] Predicted: -0.1450739740441461 Movie Vector: [0.7957550749281521, -0.3245425673395617] User Vector: [2.2267896392249766, 0.01259998504478977] Predicted: 1.767889924715828 Movie Vector: [-0.4382348251725555, -2.4587306785619156] User Vector: [2.023959520458921, -0.2887888023659735] Predicted: -0.17691565860227165 Movie Vector: [1.8543582661747016, -0.5526891594262621] User Vector: [2.3840204461273276, 0.25088221720743914] Predicted: 4.282168139262333 Movie Vector: [-0.3488402555970259, -0.5627774653283248] User Vector: [1.6901170376642822, -0.15596896479192873] Predicted: -0.5018050407322121 Movie Vector: [1.7962550310174539, -0.6030917351878947] User Vector: [2.2351012638906966, 0.009210153056575084] Predicted: 4.009257322908898 Movie Vector: [2.3804935571763575, -0.4294738596847466] User Vector: [2.551552263312551, 0.11074107259304526] Predicted: 6.026393327742116 Movie Vector: [-0.19108615148975616, -0.2791385512529317] User Vector: [1.3331879803028428, 0.21269888333182438] Predicted: -0.31412621851483286 Movie Vector: [1.0358694425269057, -0.3083523716587833] User Vector: [1.5138725014806924, 0.010364045513314196] Predicted: 1.5649784861516072 Movie Vector: [1.7992005898140695, -0.4870649870036077] User Vector: [-0.999948558651488, 0.05819577158605757] Predicted: -1.827453159240714 Movie Vector: [1.3390587411344776, -1.3151617461596978] User Vector: [1.9924479495032517, -0.15308084312600356] Predicted: 2.869330911986989 Movie Vector: [1.5717325444303494, -0.31967242349036323] User Vector: [1.4841081411744108, 0.1666962223863445] Predicted: 2.2793328795409216 Movie Vector: [0.8155752457588035, -0.4275048259801716] User Vector: [1.9415883748055576, -0.750934782586671] Predicted: 1.9045396594966513 Movie Vector: [0.4001789754266822, -0.35785630514647204] User Vector: [-0.6892046140839166, 1.8808326183474982] Predicted: -0.948873007724244 Movie Vector: [1.8124434512560712, -0.291013199768455] User Vector: [-0.18056656580564348, 0.8536070437794486] Predicted: -0.5756776068653859 Movie Vector: [0.6531794110886268, 1.6251593552400831] User Vector: [1.5603093086748756, -1.3213299734098407] Predicted: -1.1282098522897754 Movie Vector: [-0.2925550999556431, -0.22905605011053787] User Vector: [0.34353264872569145, 0.1598440766124608] Predicted: -0.13711548120838796 Movie Vector: [2.4042586946713853, 0.011302057841845865] User Vector: [1.3015359999767986, -1.7296965665226267] Predicted: 3.109680113728353 Movie Vector: [2.2414404494793905, -0.9575227640796319] User Vector: [1.0003331684288808, -0.4703530077657698] Predicted: 2.6925609387614218 Movie Vector: [1.1946038587024574, -0.2983758744180838] User Vector: [1.999463890662239, -0.9111264314095975] Predicted: 2.660425424798606 Movie Vector: [1.3136279140865332, -0.4325511562728229] User Vector: [1.6060197229266298, -0.8854070408608185] Predicted: 2.492696177906386 Movie Vector: [0.7496926624413818, 0.16790541204321838] User Vector: [1.2698481869013265, 0.6096503625824105] Predicted: 1.054359463466114 Movie Vector: [1.273220402029632, -0.7613239289473765] User Vector: [-0.07425371600133336, 1.3271874658620142] Predicted: -1.1049609220991927 Movie Vector: [-0.5985783473708004, -0.8216396813336315] User Vector: [2.0147639304056404, -1.4724245304856538] Predicted: 0.003808358211548013 Movie Vector: [2.266081264628289, 0.5602825001934046] User Vector: [1.9997262923200745, -0.5845159578324587] Predicted: 4.204048223153801 Movie Vector: [2.3453098016982312, -1.0063617547006725] User Vector: [1.4117831370438938, -0.3572415629788306] Predicted: 3.6705830753527082 Movie Vector: [2.1892643736166937, 0.9506710471056522] User Vector: [1.4625578837428552, -1.123235584851126] Predicted: 2.1340983196337096 Movie Vector: [0.9138109817683875, 0.47530682558856985] User Vector: [1.3765836563076728, -0.920791287758601] Predicted: 0.8202788784426791 Movie Vector: [0.9614618789915186, -0.8400908457742556] User Vector: [1.4490136663748732, -1.412204695091366] Predicted: 2.5795516390628555 Movie Vector: [1.2038727421394073, -0.5651750867272177] User Vector: [1.7917849895753555, -0.2638575446507541] Predicted: 2.3062068194059333 Movie Vector: [1.7164019573623834, -1.0147007705984405] User Vector: [1.9203546746185098, 0.5425776043425196] Predicted: 2.745546609109403 Movie Vector: [1.2759677650474832, 0.29586793388005383] User Vector: [1.8332343669456874, -0.30058999926913404] Predicted: 2.250213015971161 Movie Vector: [1.243621389196615, 0.4311879713993097] User Vector: [0.8761572956185582, -1.5002175416215768] Predicted: 0.4427321947024333 Movie Vector: [2.482514770328393, -0.8141178395800699] User Vector: [1.695121359833647, -0.9147464113603652] Predicted: 4.952875185466502 Movie Vector: [1.3959203237815203, -0.27023038593383103] User Vector: [1.5520883915202404, -0.4174459086845875] Predicted: 2.279398299038808 Movie Vector: [-0.5346664704390109, -0.9760190677078942] User Vector: [1.2274807524634965, -0.7981862348823471] Predicted: 0.12275218337566363 Movie Vector: [-2.1040388224866557, 1.0557369583021396] User Vector: [1.9868444150604023, 0.4043528253535915] Predicted: -3.7535075616082003 Movie Vector: [1.2492686106633084, -0.8109958758188563] User Vector: [2.29639612482151, -0.0682102880707307] Predicted: 2.9241338587021524 Movie Vector: [2.3198599736844256, 0.12217143226107186] User Vector: [1.4866402543018158, 0.13468360547738384] Predicted: 3.465251710206075 Movie Vector: [2.4861094729146203, -0.8160576660541942] User Vector: [0.4468166307121737, -1.671439683756349] Predicted: 2.474826225545895 Movie Vector: [1.1105123165436708, 0.049479493351044346] User Vector: [1.0587491585837994, -0.6131754816208497] Predicted: 1.145414368571675 Movie Vector: [1.6292550921869724, 0.16374488079096597] User Vector: [2.253216226513695, -0.20749971347835627] Predicted: 3.637086994998079 Movie Vector: [-0.6003708088833976, 0.1904632661469101] User Vector: [1.8293707310213285, -0.2815027025963393] Predicted: -1.1519167096965683 Movie Vector: [0.9946242852895508, -0.6869517940122987] User Vector: [0.7359899158400686, -0.7346904549054112] Predicted: 1.2367303700637289 Movie Vector: [1.6744647848325576, -0.4339063708088541] User Vector: [-0.4229132418265475, -1.234739098717871] Predicted: -0.17239216925746248 Movie Vector: [0.8669750640447722, -0.9027772915693117] User Vector: [2.444923566281991, -0.8049184491168715] Predicted: 2.846349862889802 Movie Vector: [0.2700911397714564, -0.6889649415346426] User Vector: [2.109151168933861, -0.9587456084967361] Predicted: 1.2302051552721953 Movie Vector: [0.22548194696079915, -2.035994168563776] User Vector: [1.2527287736573647, 0.7727077273705112] Predicted: -1.290760704032452 Movie Vector: [1.6731867880439961, 0.9608087688205357] User Vector: [2.4450254717829982, 0.521041091545186] Predicted: 4.591605165490789 Movie Vector: [2.052056344119913, 0.33193300401897347] User Vector: [1.6058074241854663, 0.14194398010756426] Predicted: 3.3423232039541553 Movie Vector: [1.9873282253233029, 0.3861568110443342] User Vector: [1.7882551824704538, -0.6382060018367618] Predicted: 3.3074024037455674 Movie Vector: [1.7153847250731786, 1.0719475178864828] User Vector: [1.702806565300097, 0.09659414731779642] Predicted: 3.0245122283297836 Movie Vector: [1.1308177700731252, -0.5060074894605677] User Vector: [0.060148284569810334, 0.42644702698026987] Predicted: -0.14776864047925264 Movie Vector: [2.2010899841105216, 0.08960872989869362] User Vector: [1.5300907320462651, -0.1247341038327569] Predicted: 3.356690120467865 Movie Vector: [2.4297679795325324, -1.0277332888011903] User Vector: [1.82334180296708, 0.34713987257244167] Predicted: 4.073530325679625 Movie Vector: [1.5682130294198093, -0.3738417271181295] User Vector: [1.6115082740925555, -0.6756723093355257] Predicted: 2.779782775537663 Movie Vector: [1.4748268488733915, -0.0455813536351299] User Vector: [-0.5445292695941479, 0.39126386076023234] Predicted: -0.8209207231968251 Movie Vector: [0.4267552491419887, -1.069343385016826] User Vector: [1.7852395231010418, 1.1151459396262133] Predicted: -0.4306135964085538 Movie Vector: [1.6183013953042984, -1.0020699188702908] User Vector: [1.8033222308034509, 0.30539344263618445] Predicted: 2.6122933000065243 Movie Vector: [1.3605290285297627, -0.5169907080538289] User Vector: [1.506052810979346, -1.7287351638113861] Predicted: 2.9427685842126485 Movie Vector: [2.277644074805656, -0.7472870670380445] User Vector: [1.9607851062621509, 0.23977143804745354] Predicted: 4.28679248454719 Movie Vector: [1.2764854271680315, -0.5802795441063239] User Vector: [1.260807029702681, -0.8783552098923636] Predicted: 2.119093360646239 Movie Vector: [1.3583740153461252, -1.2662386743187692] User Vector: [1.7860175134850889, -0.3882217696086536] Predicted: 2.9176612001621907 Movie Vector: [1.8248236945774885, -0.16722023480598233] User Vector: [1.6468583050246257, 0.1431212133299798] Predicted: 2.9812932937219014 Movie Vector: [2.3638317432477063, -0.4420284169189219] User Vector: [1.3552125455993747, -0.5745706189251925] Predicted: 3.4574709752269595 Movie Vector: [2.5767218925073023, -0.4070292826102978] User Vector: [1.3995184758104937, -0.8443822869639268] Predicted: 3.9498582121011205 Movie Vector: [1.7571469752670157, -0.8098029163019612] User Vector: [1.395522784498649, 0.3786887522489959] Predicted: 2.1454753837560165 Movie Vector: [2.474446874477392, 0.11016417865415236] User Vector: [1.6856428332366158, -0.3283465533025866] Predicted: 4.134861611829059 Movie Vector: [1.7309131006912892, -0.982999075178677] User Vector: [1.3165591573708024, 0.19634988245470097] Predicted: 2.085837740463794 Movie Vector: [1.743402371098281, 0.45460324040557015] User Vector: [-0.6685383001166464, -0.22787219944829984] Predicted: -1.269122697860917 Movie Vector: [2.1316363617402954, -0.9914705289069944] User Vector: [2.0973662898682637, -0.9868281459166268] Predicted: 5.449233271143793 Movie Vector: [1.084009099884929, 0.1389354980237061] User Vector: [1.9304741781712107, -0.6726445147120823] Predicted: 1.999197375586035 Movie Vector: [1.4120184080076432, -1.0567613237056586] User Vector: [1.5315337583031199, 0.38449064961981333] Predicted: 1.7562390113644515
avg loss: 12.940111760813831: 47%|████████████████████▉ | 32655/70000 [00:52<00:58, 637.91it/s]
Movie Vector: [2.2270584819699275, -0.10975450047978547] User Vector: [1.2369625794998107, -1.1358287926318966] Predicted: 2.8794503263203257 Movie Vector: [1.8715847745040066, -0.915781977347623] User Vector: [-0.3398430883605102, -0.41554336448687945] Predicted: -0.2554980258924721 Movie Vector: [1.160662223625575, 0.5587774608827436] User Vector: [2.3800190787396316, 0.5094240128622305] Predicted: 3.0470528926210885 Movie Vector: [1.1814524670978728, -0.2206219635481193] User Vector: [1.5540415825505876, -0.43926527940998455] Predicted: 1.9329378301390183 Movie Vector: [1.1351815031812538, -0.2712979766951823] User Vector: [1.1154613743192683, 0.45760542088566036] Predicted: 1.142103694829347 Movie Vector: [2.5169014072316895, -0.3709373273861543] User Vector: [1.8571223023842944, -0.6603224262260053] Predicted: 4.919131972269802 Movie Vector: [2.53201722658101, 0.16235616106070447] User Vector: [1.4672525995811934, -1.021549247350759] Predicted: 3.5492540437510294 Movie Vector: [1.7674391419929814, -1.1535900404349728] User Vector: [2.090087523538088, 0.059426235977040505] Predicted: 3.6255489853287415 Movie Vector: [0.8773955833659097, 0.13891685581433846] User Vector: [1.4148982860725168, 1.7140267094723864] Predicted: 1.4795327083737222 Movie Vector: [1.2395006109537652, -0.04901114088678083] User Vector: [1.4666582089092288, 0.17531988832086284] Predicted: 1.8093311182565956 Movie Vector: [2.165083556509735, -1.0215259463787056] User Vector: [1.760764256163143, -0.6435477507739606] Predicted: 4.469602463058173 Movie Vector: [2.011690994417135, 0.9621388099163046] User Vector: [1.2602739182670455, 0.48815946289309153] Predicted: 3.0049588565539533 Movie Vector: [1.6519748311446685, -1.0329040307877726] User Vector: [1.5754621954831212, -0.4590169556243152] Predicted: 3.0767443580223253 Movie Vector: [1.4973871326016324, 1.2382971816957067] User Vector: [2.2207855726971424, -0.7654327356506242] Predicted: 2.377542541490245 Movie Vector: [1.326464824921436, -0.6150982462310556] User Vector: [1.2893800555650476, -0.826984382164541] Predicted: 2.2189939327921646 Movie Vector: [2.0423791925179526, 0.001831159598212069] User Vector: [1.2142454476482158, -0.8181190778821306] Predicted: 2.478451530284419 Movie Vector: [2.1169913204322865, 0.3512560502817963] User Vector: [1.5254395282421134, 0.761665792201888] Predicted: 3.4968819589364664 Movie Vector: [1.9515237358613127, -0.18365347275664312] User Vector: [1.6810063223267908, -0.6331168630942874] Predicted: 3.396797848721723 Movie Vector: [1.0834650406004638, 1.2607769239871642] User Vector: [1.512508339445715, -0.06489532007279813] Predicted: 1.5569313873835469 Movie Vector: [2.0708771459965543, -0.017369834291942575] User Vector: [1.2206611716708002, 0.46983525015930916] Predicted: 2.519678362978656 Movie Vector: [1.887452141869583, 0.7932117743439238] User Vector: [1.7438912845005545, -0.17533539418511807] Predicted: 3.1524332409914013 Movie Vector: [0.5801097093568524, -1.8172527952467674] User Vector: [1.8388970000904308, -0.21780883951758578] Predicted: 1.4625757267024349 Movie Vector: [0.3173862218877066, -0.3334323260882062] User Vector: [1.8167517868244152, -0.7270610725356192] Predicted: 0.8190376503516787 Movie Vector: [1.386273903586238, -0.012587245531820002] User Vector: [0.42321843512877894, 0.5787885214629177] Predicted: 0.5794113189049785 Movie Vector: [2.3706461248733293, 0.18074237992404432] User Vector: [1.3041191367608818, -0.6734843784949986] Predicted: 2.9698778085244837 Movie Vector: [1.63688014838482, 1.0674942330564352] User Vector: [0.6127740720153284, -0.05620114338243577] Predicted: 0.9430433174748931 Movie Vector: [1.1052872053262777, -0.15288287043033766] User Vector: [0.08197504620940949, -0.9424141477829674] Predicted: 0.23468494977851118 Movie Vector: [1.6657452281892686, -0.364955263067834] User Vector: [2.080892405727719, -0.5644478545120439] Predicted: 3.672234810447753 Movie Vector: [1.9483046583664339, 0.11149415438069382] User Vector: [1.9517928137111624, -1.0225411287363653] Predicted: 3.688679672651646 Movie Vector: [1.0102801204022727, 0.5558614681581271] User Vector: [1.6571990512333221, -1.1890595165638245] Predicted: 1.0132828884059726 Movie Vector: [1.6419411768762473, 0.31917163422138023] User Vector: [-0.6799321477045517, -1.3635860269064493] Predicted: -1.5516265714071764 Movie Vector: [1.937667214537849, 0.45109822162055974] User Vector: [1.2323400392376893, -0.8157051403083967] Predicted: 2.01990175303329 Movie Vector: [0.9254655372010359, 0.03296515757842776] User Vector: [1.1655733791488436, 0.212908254243093] Predicted: 1.085716547632083 Movie Vector: [0.03513888151184813, -0.5720054904407971] User Vector: [1.1038452501171632, 0.4907612244486817] Predicted: -0.24193022742881087 Movie Vector: [1.7587945627701118, -0.2661653253172438] User Vector: [1.7008154893607224, 0.13675984488176512] Predicted: 2.9549843063595342 Movie Vector: [1.3557730632519642, -0.10108111728606106] User Vector: [0.9950418736658377, -0.16478037399810583] Predicted: 1.3657071534344503 Movie Vector: [2.1521908474718794, 0.013927993607134682] User Vector: [-0.13165647651507548, 0.7348750223184118] Predicted: -0.2731145291532481 Movie Vector: [2.4237347882856475, -1.028881927656089] User Vector: [1.4755489721755595, -0.6650021008741184] Predicted: 4.260548019123746 Movie Vector: [-0.8153964675245875, -0.07053008700732893] User Vector: [1.9372186361254664, 0.7313571034186129] Predicted: -1.6311839128570473 Movie Vector: [0.9905742745103718, -0.19492390865312034] User Vector: [1.8646593646607472, -0.06811107038239914] Predicted: 1.8603600734192756 Movie Vector: [2.2523388453526936, -0.7503814761278932] User Vector: [1.4319837362926324, -1.1743850001469351] Predicted: 4.106549345117897 Movie Vector: [1.4401763663838747, -0.6466673778778265] User Vector: [0.413501882042456, 0.0817133452120862] Predicted: 0.5426742832868725 Movie Vector: [1.1256423548126426, -0.49974745716811325] User Vector: [1.9751425491471126, -0.3863842543767876] Predicted: 2.4163986587271986 Movie Vector: [2.28845496195815, -0.17458757407053976] User Vector: [1.480009028383742, -0.5832564224959265] Predicted: 3.48876332861226 Movie Vector: [-0.17213416726187958, 0.14428122334783178] User Vector: [1.0592149067180547, -0.20100394331021476] Predicted: -0.21132817075781785 Movie Vector: [2.3565185818202443, -0.31391126277818504] User Vector: [1.6950564438263698, 0.23404799156876377] Predicted: 3.920961706526935 Movie Vector: [2.3623650631685575, -0.45034144663070175] User Vector: [1.661240017587394, -0.42837990941797777] Predicted: 4.117372607200801 Movie Vector: [1.2523179321891467, -0.49103073378915196] User Vector: [1.9567732556948176, -0.7418375114684211] Predicted: 2.8147672549434155 Movie Vector: [0.613969552116043, 0.1681123640042893] User Vector: [0.42138642074573, -0.09397333845280036] Predicted: 0.24292035193236283 Movie Vector: [2.1586884896939855, -0.7317468190144566] User Vector: [1.3585221067022761, -0.12871430942958767] Predicted: 3.0268123212197713 Movie Vector: [0.7424912735305855, -0.21627518379635652] User Vector: [1.2621794360578666, -0.8180761011502492] Predicted: 1.1140867760383986 Movie Vector: [1.6216041830149857, 0.45388197716849304] User Vector: [0.7011298436898267, -0.07403012507765293] Predicted: 1.10335414782379 Movie Vector: [2.245384495913288, 0.08599780923973463] User Vector: [-0.07085788671015503, -1.2704729428742725] Predicted: -0.26836109001770825 Movie Vector: [-0.06673193796682837, 0.12427936764544394] User Vector: [1.056259180416049, -0.47627209333991805] Predicted: -0.12967701669187365 Movie Vector: [0.755061654051213, 0.09495996227405859] User Vector: [1.5888483026885547, 0.17048836516688928] Predicted: 1.215867996188896 Movie Vector: [2.231774378818335, -0.15802986814808298] User Vector: [1.6866309104906123, 0.25934219831206873] Predicted: 3.723195839151499 Movie Vector: [1.9334669003638199, 0.7921978711205645] User Vector: [1.5708518109997271, -0.0009650732463655637] Predicted: 3.0364254529732895 Movie Vector: [1.9144987228225427, -0.06967282597324088] User Vector: [1.7023233556809483, -0.8152246346074412] Predicted: 3.315894894378264 Movie Vector: [0.6722589321827693, 0.06075177392404421] User Vector: [1.7171996993175624, -0.24591725981789597] Predicted: 1.13946292643532 Movie Vector: [1.655687959927519, -1.056587528043433] User Vector: [1.9043799768027163, 0.24281738132366448] Predicted: 2.896501182020555 Movie Vector: [1.7424302248564445, 1.0967191737977304] User Vector: [2.177885919695611, 0.14699208596164343] Predicted: 3.9560232918375666 Movie Vector: [1.9680617049393376, 0.5451916197524226] User Vector: [2.0184936260038304, -0.7912466559563566] Predicted: 3.5411389610177504 Movie Vector: [1.7622399152754729, -0.26588829004966563] User Vector: [1.862707709360159, -0.8125464720044656] Predicted: 3.4985844679529725 Movie Vector: [1.6902005270353044, 1.1983522468212866] User Vector: [1.6662702475314692, -0.28194365679592837] Predicted: 2.478463035962526 Movie Vector: [-0.29120489327422705, -0.6046201754209442] User Vector: [1.520690695541717, -0.6569725682559231] Predicted: -0.045613702232691344 Movie Vector: [0.5755804866123801, 0.435242494151972] User Vector: [1.2742333444975162, 0.6550084731717193] Predicted: 1.018511370037535 Movie Vector: [2.126874603352463, 0.15523722468126272] User Vector: [1.9154597743671562, -0.07810750848498128] Predicted: 4.061817555000768 Movie Vector: [2.017092118528369, -0.9713245184786761] User Vector: [1.3574957800119114, -1.0470681863548914] Predicted: 3.7552370407230526 Movie Vector: [2.652641794122573, -0.2482267975419197] User Vector: [2.1082212550498274, -0.5019974205481516] Predicted: 5.716965024479689 Movie Vector: [2.3592848048182606, -0.5015418596271677] User Vector: [1.7183845676337224, -0.37677474822084417] Predicted: 4.243126907135678 Movie Vector: [2.6820354248063083, -0.21405907275141292] User Vector: [1.9957456550629553, -0.21251387392843782] Predicted: 5.39815106858205 Movie Vector: [1.604092302797469, -0.7013715086324606] User Vector: [1.6803783407828552, 0.13044704537931148] Predicted: 2.6039901212230254 Movie Vector: [0.19450374964679823, -0.5996999879110675] User Vector: [1.4672046945755222, -1.42809936195285] Predicted: 1.1418079846932518 Movie Vector: [0.7443060158975161, 0.5850120863058722] User Vector: [-0.3361625354805782, -0.27986427327444874] Predicted: -0.41393177986831853 Movie Vector: [-0.16579240868125134, 0.5074811919907776] User Vector: [1.6524827960443724, -0.8716441417601473] Predicted: -0.7163121111127433 Movie Vector: [1.8642227141460626, -0.5114383922177428] User Vector: [2.1476944104680347, -0.755455509378717] Predicted: 4.390149654147734 Movie Vector: [1.822246011615976, -0.6673048967015729] User Vector: [2.0705859811744296, -0.22215328816160596] Predicted: 3.921361022911652 Movie Vector: [0.25497289016853664, 0.5989973032248366] User Vector: [2.1408650659122275, -0.6138124305063581] Predicted: 0.17819056275730444 Movie Vector: [1.7674472886058314, 0.15101869817944388] User Vector: [1.30763886740855, -0.3298252008204596] Predicted: 2.2613729982221624 Movie Vector: [1.430207340460787, -0.01352063238179621] User Vector: [0.697380403769396, 0.27985487427203204] Predicted: 0.9936147576892117 Movie Vector: [1.4737284892943636, -0.12061470650755333] User Vector: [1.1445652170432186, -0.671474344497326] Predicted: 1.7677680492008747 Movie Vector: [1.8115593235685166, 0.4937101089662149] User Vector: [1.9469503266048236, 0.6915344293392122] Predicted: 3.8684335551486884 Movie Vector: [0.4988684076851007, -1.4559385488642698] User Vector: [1.5606925415360113, -0.4150582315579663] Predicted: 1.3828794824307584 Movie Vector: [2.255903125699143, -0.1617592282983283] User Vector: [0.6023595830103204, 0.48878998360624526] Predicted: 1.2797985755597157 Movie Vector: [1.3268356040088138, -0.3381997811068497] User Vector: [-0.19609735937120926, -0.2994104329869062] Predicted: -0.15892841536855312 Movie Vector: [0.6961061803525528, -0.48591029033279565] User Vector: [1.1231468248194236, -1.1060026858408132] Predicted: 1.319247532385908 Movie Vector: [2.1215461965545463, 0.15545450336534117] User Vector: [1.837754656894012, -0.5381569990408959] Predicted: 3.815222473515411 Movie Vector: [0.6587558860569923, -0.695408334671364] User Vector: [1.8749985547494241, -0.5730819093579493] Predicted: 1.633692270506434 Movie Vector: [0.5836760080912025, 0.28815824568094184] User Vector: [1.664430221480224, 0.05136569584518625] Predicted: 0.9862894362228628 Movie Vector: [1.2655928305917312, 0.39356693923933317] User Vector: [1.649407729556591, 0.30912936162760674] Predicted: 2.209141693934193 Movie Vector: [2.1064144952208266, -1.1126874838810639] User Vector: [1.9128445101623233, -0.1496243638009089] Predicted: 4.195728560194438 Movie Vector: [2.32868176021319, -0.14312905424310288] User Vector: [1.7149281673164862, -0.41002014738811376] Predicted: 4.052207739222014 Movie Vector: [2.072798418713314, -0.22932911701819234] User Vector: [1.6665389670622512, 0.15176768866389245] Predicted: 3.4195945856175713 Movie Vector: [1.3456919014218938, -1.5097142953359046] User Vector: [1.8094456956770708, -0.3328459483628712] Predicted: 2.937458705123402 Movie Vector: [2.048640499562238, -0.9789667751952225] User Vector: [2.039195815058169, 0.7166743900147645] Predicted: 3.4759787168082346 Movie Vector: [-1.1520333775595295, -0.7808357693831278] User Vector: [2.027135498871639, -0.3595791096723292] Predicted: -2.054555524780823 Movie Vector: [1.449203667828446, -0.43910667826635064] User Vector: [1.917697216258239, -0.21215052875333837] Predicted: 2.8722905535591687 Movie Vector: [2.314025969077093, -0.2329172559129823] User Vector: [1.5435464308365132, 0.06744203618268971] Predicted: 3.556098111431094 Movie Vector: [1.196155990341787, -0.9411773338088772] User Vector: [1.382937236728902, 0.7319727340317633] Predicted: 0.9652925137431847 Movie Vector: [1.3764060352368317, -0.26498187047660776] User Vector: [1.1617179034216114, -0.4640408212621526] Predicted: 1.7219579383077313 Movie Vector: [0.7640902866716657, -0.47650321712821697] User Vector: [1.7309443143764942, -0.18077642705512836] Predicted: 1.4087382864573383 Movie Vector: [0.9457684301824915, -0.06826795684050256] User Vector: [1.0420858757233287, -0.186646552293694] Predicted: 0.998313901574614 Movie Vector: [0.7049379608302744, 0.3828711475064884] User Vector: [2.1484980911257705, -0.6468176803359027] Predicted: 1.2669100357082457 Movie Vector: [2.4064344770037285, -1.0210850035517742] User Vector: [1.8140706551056114, -0.833245885381253] Predicted: 5.216257046000901 Movie Vector: [2.0316548087510733, -0.19694790538412954] User Vector: [1.9062567224280413, -0.6323229523949334] Predicted: 3.997390317835481 Movie Vector: [-0.3861804262644154, -0.6728064119040047] User Vector: [2.1226185917022167, -0.35116883893905654] Predicted: -0.5834451060412532 Movie Vector: [1.910698988240541, 0.5289233809726993] User Vector: [1.743232367355585, -0.24356469789930527] Predicted: 3.2019652570759845 Movie Vector: [1.3739281553436509, -0.43077911766896526] User Vector: [1.3469014179543484, -0.7136033055513298] Predicted: 2.1579511829308244 Movie Vector: [1.2231168602534235, -0.022616614035008264] User Vector: [1.2960913403766754, 0.15850813091669103] Predicted: 1.581686253624817 Movie Vector: [2.29038714886889, -0.9132470882498749] User Vector: [1.7672873409904515, 0.7166584022241792] Predicted: 3.393286015062163 Movie Vector: [1.4931719592287713, 0.011746718655970368] User Vector: [-0.3556418723706669, -0.10064610502336829] Predicted: -0.5322167328310261 Movie Vector: [2.2375132180755775, -0.0786061077189552] User Vector: [0.8828140147830793, -0.35134434987010565] Predicted: 2.0029258389918443 Movie Vector: [2.337707120929309, 0.539346407007978] User Vector: [1.2923062637190348, 0.5496962051596889] Predicted: 3.317510228316336 Movie Vector: [1.7756602561157968, 0.773392433122755] User Vector: [1.5014652549964054, -0.037308852122716826] Predicted: 2.6372377953156825 Movie Vector: [1.95132784755615, -1.049817480854914] User Vector: [1.8608115161248866, -0.19491424141779665] Predicted: 3.835677708375649 Movie Vector: [0.9204626890120211, 1.1324899598098876] User Vector: [-0.4438308068935889, -1.1291714138756526] Predicted: -1.6873049870981598 Movie Vector: [0.21939192628307044, -1.7245307002292607] User Vector: [2.1732418867595653, -0.5377508995658336] Predicted: 1.4041596591924173 Movie Vector: [0.8359759902220114, 0.3958356293951168] User Vector: [1.930443023068853, -0.7644456748186857] Predicted: 1.3112091829469283 Movie Vector: [2.4632431121572136, -0.06738763506746152] User Vector: [1.0317013701563078, -1.710143486733853] Predicted: 2.6565738190377024 Movie Vector: [1.2528211804767364, -0.3967146862549411] User Vector: [0.5912932232569117, 0.4110803008552357] Predicted: 0.577703081389247 Movie Vector: [1.8595009671377942, -0.039824617833327317] User Vector: [1.4471315037669483, -0.6529388092067827] Predicted: 2.716945469375419
avg loss: 12.907490167812979: 47%|█████████████████████ | 32785/70000 [00:52<00:59, 622.18it/s]
Movie Vector: [1.3368890031890677, -0.16448904928076485] User Vector: [1.8418642442326547, 0.7383540856447052] Predicted: 2.340916891901513 Movie Vector: [0.03231557649275239, 0.36512296327309407] User Vector: [1.0541734624477255, -0.5846177740882839] Predicted: -0.17939115089487537 Movie Vector: [-1.154248166941152, -0.45637419146162433] User Vector: [0.21014130526337382, 0.2652374821336858] Predicted: -0.36360275785294816 Movie Vector: [2.1770316175532276, -0.6347239161400683] User Vector: [1.9833711164918322, -0.56386243915722] Predicted: 4.675758605490726 Movie Vector: [1.5000375709099047, -0.22076120914076702] User Vector: [1.4308130146704658, -0.023938619774281043] Predicted: 2.151557997599095 Movie Vector: [2.056747770692169, -0.46335599608594935] User Vector: [1.623722097079355, 0.04717409700868567] Predicted: 3.317728402682662 Movie Vector: [2.4654704092522213, -0.5279707348734477] User Vector: [1.9476921678966859, -0.2086786207434332] Predicted: 4.912153611027875 Movie Vector: [1.633056147639864, 0.055613806538250654] User Vector: [1.4657836221974883, -0.6854626527054868] Predicted: 2.355585767982677 Movie Vector: [1.4242097349380745, -0.5972310648047249] User Vector: [1.9071224099132973, -1.6201788637054773] Predicted: 3.68376344986201 Movie Vector: [-0.22859955918518193, -0.19929784693355865] User Vector: [0.9022517841250604, 0.4592656814008276] Predicted: -0.29778502159869136 Movie Vector: [1.8295733059749624, -0.6680910425317758] User Vector: [1.593809964009554, -0.12214002567712988] Predicted: 2.9975928220382873 Movie Vector: [1.9313679286543115, -0.5445850532300818] User Vector: [1.4965692110993885, -0.3584598769101849] Predicted: 3.0856376684768247 Movie Vector: [1.900318646560315, -0.16065930051363644] User Vector: [2.248582756789365, 0.233997610244846] Predicted: 4.235429848677029 Movie Vector: [2.58462335345448, -0.23203064086087763] User Vector: [1.5676644048229695, -0.0936912701891692] Predicted: 4.073561276549828 Movie Vector: [1.6465209320044405, -0.7371545552026567] User Vector: [1.6479134356033398, 0.2793254391399851] Predicted: 2.5074179460062282 Movie Vector: [1.499952490575933, -0.6770290810394373] User Vector: [1.013418858126323, -0.49145962624321454] Predicted: 1.8528125993666251 Movie Vector: [1.6190524402353486, -0.2227524209029299] User Vector: [1.5421708656031372, 0.32855600470323765] Predicted: 2.4236688577647785 Movie Vector: [1.063592004902874, -0.6059126721116718] User Vector: [1.9042230934355784, -0.7415336671133149] Predicted: 2.4746211034308954 Movie Vector: [-0.2966330743261075, 1.5835023121786884] User Vector: [1.6741041901636469, 0.27779025716048045] Predicted: -0.05671315815612782 Movie Vector: [1.8047366407436198, -1.1623524689719846] User Vector: [1.9451454162755961, -0.6471316646448687] Predicted: 4.262670292476983 Movie Vector: [0.5584357182390769, 0.10566392466603576] User Vector: [2.2985610981236744, -0.24435674122703155] Predicted: 1.2577789254504443 Movie Vector: [2.5794339806875572, -0.23172049863622657] User Vector: [1.986597213605243, 0.19034994235071562] Predicted: 5.080188375155696 Movie Vector: [1.4102204886520322, -0.07771535480150464] User Vector: [1.9911231468022446, -0.2639791785582646] Predicted: 2.8284378925716984 Movie Vector: [1.9808467637990326, -0.7906474282638541] User Vector: [2.026502277812066, 0.29187197489722405] Predicted: 3.7834226525006165 Movie Vector: [1.6568596806543598, 0.09099589414329132] User Vector: [1.1517790636134102, -0.2508765948921033] Predicted: 1.8855075514510613 Movie Vector: [1.38501243968139, -0.8412177927022845] User Vector: [1.7926692693569064, 0.24429799158808355] Predicted: 2.277361421048535 Movie Vector: [2.0036292608677595, 0.11717392150417075] User Vector: [1.3274424148248458, 0.502873172679372] Predicted: 2.7186260861221054 Movie Vector: [1.2563518945041177, -1.8225770983399756] User Vector: [2.4439207311380384, 0.23302901226001704] Predicted: 2.6457110995892705 Movie Vector: [0.011824723579228757, -0.7954490758964302] User Vector: [0.4140890635616174, 0.12244842805992245] Predicted: -0.09250500023143801 Movie Vector: [2.021131973343407, 0.31296437257229764] User Vector: [1.1068135195597155, -0.7463182182524746] Predicted: 2.0034451799962287 Movie Vector: [1.5664046503847786, -0.4381229721984389] User Vector: [0.2256056779523459, 0.4797761551665078] Predicted: 0.14318882800627553 Movie Vector: [2.1749637302431832, -0.9111706279574884] User Vector: [0.3915720888655827, -0.2001916058281687] Predicted: 1.0340638022524735 Movie Vector: [1.2571084527429777, -0.8112287441297297] User Vector: [0.06609484032378815, -0.25924290383345605] Predicted: 0.2933936777550903 Movie Vector: [0.8034949266166103, 0.12722136525247923] User Vector: [0.38790694456882924, 0.4517201467675297] Predicted: 0.3691497157442204 Movie Vector: [2.9228796866051217, -0.06134089244182166] User Vector: [2.3974931051346884, -0.619300560051096] Predicted: 7.0455723448172725 Movie Vector: [1.8008719768641153, 0.20856752931629063] User Vector: [0.8683275350249373, 0.4296898159503814] Predicted: 1.6533660678510458 Movie Vector: [0.6457188955643115, -0.5953418346623356] User Vector: [2.266919948341841, -0.5824995206091024] Predicted: 1.8105793786653537 Movie Vector: [1.5941905456990262, -1.9005862553374422] User Vector: [1.2564459731863327, -0.2857423130696776] Predicted: 2.5460922044238217 Movie Vector: [1.7181208978253792, 0.97038434088647] User Vector: [0.5353996596923725, 0.2819595851650353] Predicted: 1.1934905102130569 Movie Vector: [1.2204967265525968, -0.8044748540004832] User Vector: [2.08742963021837, -0.09083285538098249] Predicted: 2.620773778661481 Movie Vector: [1.885546479065154, -0.021415331821260184] User Vector: [1.4396525035987073, -0.6863525492203623] Predicted: 2.7292301768257983 Movie Vector: [1.501982856872756, 0.5425108436338077] User Vector: [0.6478534820430089, 0.029717064185343228] Predicted: 0.9891866533554318 Movie Vector: [2.075826914100196, -0.1395809146902846] User Vector: [1.9095432559173948, -0.0785393458403518] Predicted: 3.9748438780034197 Movie Vector: [1.9196236852548105, -0.2647501038658187] User Vector: [1.5162648298720693, -0.742043983856469] Predicted: 3.107114102340286 Movie Vector: [1.4414814082217682, -0.08284515586121233] User Vector: [1.29119155954546, -0.789145211163002] Predicted: 1.9266054855535788 Movie Vector: [0.8494185559088766, 0.18069972869621304] User Vector: [1.7183818689497818, -0.08268851050620692] Predicted: 1.4446836542085546 Movie Vector: [2.1066883033146024, 0.27517662404353105] User Vector: [0.0035344218999903703, 0.6211673226637427] Predicted: 0.17837665209245618 Movie Vector: [1.1316850469020885, -0.4634758302438178] User Vector: [0.7550966636060179, 0.23273990037698059] Predicted: 0.7466622846105024 Movie Vector: [2.64627805287315, -0.2102515045817226] User Vector: [0.6974116960744109, -0.1337543309604811] Predicted: 1.873667314467516 Movie Vector: [1.6200567557510623, -0.19198611120026382] User Vector: [1.2638699683589116, -0.4292560003652389] Predicted: 2.129952270850237 Movie Vector: [2.068237485984415, -1.4006685315214227] User Vector: [2.3531402094260203, -0.1974570622393939] Predicted: 5.143424684317497 Movie Vector: [1.2752660577754376, -0.8008369844476216] User Vector: [2.475774909646278, 0.5386986117613718] Predicted: 2.7258619371948525 Movie Vector: [0.6870500173834129, -0.09061332514276524] User Vector: [1.8978300097412666, -0.20076868020928657] Predicted: 1.3220964588817876 Movie Vector: [1.8817902165791267, 0.05751699731333652] User Vector: [2.284893245788215, -0.8409663589474438] Predicted: 4.251319896043802 Movie Vector: [2.099580946801135, 0.33613390081145467] User Vector: [2.5204865852962, 0.12195569521090897] Predicted: 5.332959054713171 Movie Vector: [-1.5104389190673828, -0.06873130798339844] User Vector: [-1.0609319776777586, 0.19399978041807026] Predicted: 1.5891390909109884 Movie Vector: [1.4046350029536752, -0.013309104327734241] User Vector: [2.1168582246620953, -0.2879272480264991] Predicted: 2.977245212433536 Movie Vector: [1.962591097951218, 0.39498518370156027] User Vector: [0.9527055554262661, 0.43801062424657317] Predicted: 2.042779148929528 Movie Vector: [0.10640047849797504, -0.4912239238669893] User Vector: [1.1582541954023167, -0.9245574278019287] Predicted: 0.5774035281383277 Movie Vector: [1.5483528400309758, 0.15845656555733797] User Vector: [2.3304489077294157, 0.4473664249334078] Predicted: 3.679245332070539 Movie Vector: [2.5565438281450517, 0.7616265402179815] User Vector: [1.1755621398744716, -0.46042576570056465] Predicted: 2.6547036503393344 Movie Vector: [2.278834979134851, -0.4288017476990553] User Vector: [1.936851755206504, -0.1535897468408726] Predicted: 4.479625081037335 Movie Vector: [1.990958493462934, 0.21322781070098967] User Vector: [1.7419140259932195, -0.3730604512741401] Predicted: 3.3885316616491066 Movie Vector: [2.524062786703527, 0.3548077046862265] User Vector: [1.8200424201258898, -0.23633993148671983] Predicted: 4.510046114245082 Movie Vector: [0.5429812597742105, -0.20766399097850238] User Vector: [0.8253278578798896, 0.7461358796333306] Predicted: 0.29319200542146007 Movie Vector: [1.362568834842998, -1.3261242267900586] User Vector: [1.6494977323387745, -0.23331396675224614] Predicted: 2.556957506987655 Movie Vector: [-0.3410204589660891, -1.1228192955691079] User Vector: [2.0226379425511753, -0.4939887736092245] Predicted: -0.13510079268807107 Movie Vector: [1.626434527336738, -0.6902106269533357] User Vector: [1.6570181908136081, 0.3127550836897467] Predicted: 2.4791647155679644 Movie Vector: [2.418694941164681, -0.1950362375174559] User Vector: [1.3946772133871803, -0.005334797305491229] Predicted: 3.374339199371609 Movie Vector: [1.9187879763217088, -0.2875575651395396] User Vector: [2.0031572676683647, 0.2325943366930421] Predicted: 3.7767498187588076 Movie Vector: [1.6770489222937874, 0.20980946117972704] User Vector: [1.2172700968645749, -0.2390370228653098] Predicted: 1.9912692751178127 Movie Vector: [2.1480639403628783, -1.1450319458328282] User Vector: [1.6184149981803146, -1.3893542628789641] Predicted: 5.067313913209022 Movie Vector: [-0.08093228059461394, 1.4572087639972306] User Vector: [0.9508333748595471, -0.3657124394997173] Predicted: -0.6098724854346517 Movie Vector: [-0.19864732454888254, 0.20015547029363598] User Vector: [1.8717598263486388, -0.7345776350187143] Predicted: -0.5188498137065958 Movie Vector: [2.3567435797424543, -0.07993135460144395] User Vector: [-0.44630779864128456, -0.9650639685196467] Predicted: -0.9746941687560149 Movie Vector: [1.3571626475704963, -0.06888740363615566] User Vector: [1.489911136922976, -1.2769384191793063] Predicted: 2.110016715531674 Movie Vector: [0.33678253218266346, 1.6240248915887299] User Vector: [1.7043782904353604, 0.1362206721283663] Predicted: 0.7952305987353937 Movie Vector: [1.3987965168140355, -0.045646732527560796] User Vector: [1.5969954067295717, -0.5210074960439443] Predicted: 2.257653902118111 Movie Vector: [2.396917639580296, -0.45605587260861463] User Vector: [1.1286305061436261, 0.3948700420098561] Predicted: 2.52515156716829 Movie Vector: [2.0520866228409322, -0.7824461380067209] User Vector: [0.46440243481758553, -0.5082172632038364] Predicted: 1.3506466589661124 Movie Vector: [2.209604988701964, -0.9288810045547145] User Vector: [1.708963978709861, 0.11794829330430907] Predicted: 3.6665754036992446 Movie Vector: [1.3507745521758519, -1.316061878197057] User Vector: [0.2195160766761797, -0.9614387663964608] Predicted: 1.5618296388428543 Movie Vector: [2.6113670149526493, -0.15464840469639043] User Vector: [0.6371476481068101, -1.082002714442265] Predicted: 1.8311563455864421 Movie Vector: [2.0967266899081105, -0.9620669066883429] User Vector: [1.779833297229611, -0.09632939997770856] Predicted: 3.8244993057481786 Movie Vector: [1.0137191797281175, 0.16364745532481711] User Vector: [1.8575955555863406, 0.505478937124842] Predicted: 1.9658005846563555 Movie Vector: [0.8172836707071873, -0.8737823448580264] User Vector: [1.6385551236818607, -0.40740610638521185] Predicted: 1.6951486090855297 Movie Vector: [1.755581460052777, -0.5372158770092152] User Vector: [-0.04341794110911834, -0.6791978663058633] Predicted: 0.28865214496546066 Movie Vector: [2.0833718759430595, 0.04073722616592862] User Vector: [1.8464922197460054, -0.18700705218849967] Predicted: 3.8393118111868727 Movie Vector: [1.8707721456843527, 0.020208114020111016] User Vector: [0.3840314834757341, -1.1739528264212202] Predicted: 0.6947120297816926 Movie Vector: [0.6892000363942195, 0.4936476270473197] User Vector: [1.4068328481691514, -0.32228037292095224] Predicted: 0.8104963088224093 Movie Vector: [1.7211752191294623, 1.0597630323191531] User Vector: [1.7122281913404975, -0.3735167192669068] Predicted: 2.551205521397925 Movie Vector: [2.713009870681755, -0.22304978384059862] User Vector: [1.5973945919704675, 0.24705750292074377] Predicted: 4.278641172766863 Movie Vector: [1.867736560667808, 0.7711044939119702] User Vector: [1.5889557964214331, -0.811098939388562] Predicted: 2.342308797091593 Movie Vector: [1.9927856720154773, -0.5831314147569778] User Vector: [2.21444464155834, 0.7196421250981291] Predicted: 3.9932676226417194 Movie Vector: [1.2363183927059394, -0.3570818892684087] User Vector: [1.7914982685041327, 0.6444125937312671] Predicted: 1.9847541934145863 Movie Vector: [0.7287086524153306, 0.7744984146078092] User Vector: [1.7304697040418477, 0.6085845428409299] Predicted: 1.7323560096630093 Movie Vector: [2.286269888437783, -0.3236109784757817] User Vector: [1.5807771645923856, -0.5204782483999842] Predicted: 3.782515706977708 Movie Vector: [1.4298025415068516, -0.6813771353265082] User Vector: [1.8032237508160804, -0.41930961939701783] Predicted: 2.8639618891019376 Movie Vector: [1.3840839233822586, -0.03172808882049489] User Vector: [1.870192765528522, 0.45604696230215896] Predicted: 2.574034241867593 Movie Vector: [2.050208085334148, 0.2740763276320258] User Vector: [2.0020104647559718, -0.26457916401048237] Predicted: 4.032023156126324 Movie Vector: [2.501647919329002, -0.5673987819454496] User Vector: [1.798740131056399, -0.3938569074532064] Predicted: 4.723288435820568 Movie Vector: [2.070766988992723, 0.2794957567777718] User Vector: [1.5173429589982526, -0.7621683258601966] Predicted: 2.9290408974457773 Movie Vector: [0.38321362307533324, -0.7833801866139909] User Vector: [0.6516961099086109, -0.32943286234422725] Predicted: 0.5078100046021813 Movie Vector: [1.4960560657935378, 0.6791717997199318] User Vector: [2.1583059273122664, 0.9018497896390949] Predicted: 3.841457619099889 Movie Vector: [2.074057951020616, 0.6157619531546966] User Vector: [0.2910566708093482, -0.8625132243662994] Predicted: 0.07256557463217106 Movie Vector: [1.4692320708712814, -1.1009463889335744] User Vector: [1.8360530345077786, -1.1597267009028012] Predicted: 3.9743849256281507 Movie Vector: [2.148792705380965, -0.40672644169038935] User Vector: [2.4148094671189417, 0.6048094529733141] Predicted: 4.942932971121531 Movie Vector: [2.370246046022809, -0.46538737057113244] User Vector: [1.5372022790701854, -0.8546666520719237] Predicted: 4.041298689825942 Movie Vector: [1.0511215472940392, -1.4508487959390572] User Vector: [2.2327053774533074, -0.9295794388306525] Predicted: 3.695523940557599 Movie Vector: [1.195697099080761, 0.29215033013282543] User Vector: [0.7204648342575761, -0.5894751762982824] Predicted: 0.6892423449508364 Movie Vector: [1.4835063915737874, -0.24300895271139106] User Vector: [0.38185110207402817, 0.699172797322543] Predicted: 0.3965733013146706 Movie Vector: [1.8967116732795213, -1.1499145101698196] User Vector: [1.4922215024639687, -1.5052319592190635] Predicted: 4.561202013919463 Movie Vector: [0.6188150804925305, -0.39376874071792356] User Vector: [1.3044781704619133, -0.5555826869443788] Predicted: 1.0260018590579063 Movie Vector: [1.4672936780813135, -0.6413086447058961] User Vector: [1.6396779776916142, -0.8324493165412407] Predicted: 2.9397460737334713
avg loss: 12.879292446510021: 47%|█████████████████████▏ | 32913/70000 [00:53<01:00, 617.07it/s]
Movie Vector: [1.3095531111487626, 0.07805074400915875] User Vector: [1.6472456265469946, 0.5912695682227386] Predicted: 2.2033046647805685 Movie Vector: [0.6824032660124814, 0.3371180174800338] User Vector: [1.8612148565863302, 0.20161352285176162] Predicted: 1.3380666480064152 Movie Vector: [1.7976896030928327, 0.49628291552669257] User Vector: [1.0499039991247126, 1.0179107718536735] Predicted: 2.3925732290736494 Movie Vector: [2.658862192581265, -0.12501283733200624] User Vector: [2.2284501288764624, 0.23569969001122773] Predicted: 5.895676308715895 Movie Vector: [1.7671383081680712, -0.07683850421059152] User Vector: [1.6451067649851137, -0.098121326995473] Predicted: 2.9146706814291328 Movie Vector: [1.494255935751519, 0.10175367461323731] User Vector: [1.3522687601894905, 0.29760096855312057] Predicted: 2.0509176137632323 Movie Vector: [1.3341861033624973, -0.3327416153510297] User Vector: [1.0573427351127223, -0.5488092151067185] Predicted: 1.5933036484328282 Movie Vector: [1.9471587489341158, -1.3905085539638424] User Vector: [2.4416027416407, 0.13057748227394875] Predicted: 4.572619033750224 Movie Vector: [2.051746644507817, 0.5092161804689259] User Vector: [0.2142835489310621, 0.31202231185264734] Predicted: 0.5985423623552224 Movie Vector: [1.8808761051624845, -0.35182723735884214] User Vector: [1.6485271159831374, -0.2604498512961742] Predicted: 3.192308612817161 Movie Vector: [1.7051640679839406, 0.969223600835335] User Vector: [1.4116011292688808, -0.08663840104465045] Predicted: 2.323039540923737 Movie Vector: [1.4513493164601567, -0.6202872546556367] User Vector: [1.5424561271467208, -0.405735945582123] Predicted: 2.4903154816044175 Movie Vector: [1.7163002112973957, -1.3787267712046096] User Vector: [1.395689941115576, -0.8762815990455294] Predicted: 3.603575840560368 Movie Vector: [0.4457389535731966, -0.4667157419536923] User Vector: [0.6305330404910212, -1.0605167571631589] Predicted: 0.7760130028355212 Movie Vector: [0.731262592102875, -0.1234698015046039] User Vector: [1.376199837569903, 0.06047113643964679] Predicted: 0.9988971012599618 Movie Vector: [1.491359213760223, -1.4365423511685935] User Vector: [1.6417484038080234, -0.23439266474615178] Predicted: 2.7851515984063435 Movie Vector: [1.7574432918846472, -1.2489048476718305] User Vector: [1.7350888260071635, -1.1522089023589712] Predicted: 4.488319501777055 Movie Vector: [0.9954997302115389, 1.1812872536193382] User Vector: [1.632250225623224, -0.2574051779376244] Predicted: 1.3208352035323097 Movie Vector: [1.1347455226392855, -0.7971152589540981] User Vector: [1.534611799109706, 0.49389012198824006] Predicted: 1.3477065155456303 Movie Vector: [1.5477732420424966, -0.33343341034638796] User Vector: [1.9591810138924668, -0.7029224667711221] Predicted: 3.2667457849250394 Movie Vector: [1.1107828275082325, 0.34355314780813034] User Vector: [1.9171694632424177, -0.5445610324773109] Predicted: 1.9424732603116275 Movie Vector: [1.6947443767063461, -0.6035100288366805] User Vector: [1.5023299638558307, -0.6413154989181798] Predicted: 2.9331055934476384 Movie Vector: [2.4642170915517645, 0.112156839197913] User Vector: [1.699621109707771, -0.1081935467817166] Predicted: 4.176100741475417 Movie Vector: [0.7340068252686176, 0.45768546014986594] User Vector: [1.7753825635271097, 0.25479745289586836] Predicted: 1.419760008565453 Movie Vector: [1.8414415313694072, 0.5793953673817792] User Vector: [2.30066109832361, -0.07097900881753874] Predicted: 4.195407987168818 Movie Vector: [0.45456145489236544, -0.4064142534025018] User Vector: [1.4091429471011483, 0.05490886751095657] Predicted: 0.6182263217909713 Movie Vector: [1.6096016168650653, 0.06658214090860821] User Vector: [1.3649463076120818, -0.6684629220983795] Predicted: 2.1525120911950735 Movie Vector: [1.6592762291026322, 0.5808933008149161] User Vector: [2.2199402398190426, 1.0176861215407345] Predicted: 4.274661120295462 Movie Vector: [1.4658385653623682, -0.6405659610999042] User Vector: [0.9073436529166, -1.4894046187694188] Predicted: 2.284081219570589 Movie Vector: [2.25670457160774, -0.8831431327865032] User Vector: [2.1251576428943753, 0.9153385986650907] Predicted: 3.9874779705213688 Movie Vector: [0.6051436705598109, -0.3550149878547481] User Vector: [1.8703249655144665, 0.901942809286384] Predicted: 0.811612099286593 Movie Vector: [0.9420743680938101, 0.43664849558749985] User Vector: [2.450918053967763, -0.8111604825752035] Predicted: 1.9547550725448979 Movie Vector: [1.2107437820711269, -0.0043806861767822815] User Vector: [1.92496522844414, 0.10780807591108749] Predicted: 2.33016740769398 Movie Vector: [-0.680970366185286, -0.040521666539782376] User Vector: [0.9786412091135266, -0.6086310398631041] Predicted: -0.6417629184909556 Movie Vector: [2.525613770579333, -0.1707729540650799] User Vector: [0.3865717506798403, 1.5192579166168991] Predicted: 0.7168827744265387 Movie Vector: [-0.5754784815011509, -1.5659961918171101] User Vector: [2.32979337246666, -0.33494229686131644] Predicted: -0.8162275908352612 Movie Vector: [1.0481226779547406, -0.6729051513809129] User Vector: [1.6944484366542774, 0.3231358673576713] Predicted: 1.5585500433413884 Movie Vector: [1.1154881126324243, -0.2701561116186031] User Vector: [1.2618752469913712, -0.59981894922311] Predicted: 1.5696515926412506 Movie Vector: [1.2258576152664897, 0.02298875575531733] User Vector: [1.619448550716717, -0.26997711415207853] Predicted: 1.9790069004916 Movie Vector: [1.3444204583637442, 0.11650761732637346] User Vector: [2.114964747345005, -0.7464763213458439] Predicted: 2.7564316974581717 Movie Vector: [0.9336287104929453, 0.2148729506511995] User Vector: [0.18536534362986123, -0.9281656507589572] Predicted: -0.02637528532843883 Movie Vector: [0.8584129468371696, -0.7564323014999631] User Vector: [-1.2830762847451, 1.1083082825493769] Predicted: -1.9397694795452254 Movie Vector: [2.6448796842962867, -0.21155954500392432] User Vector: [2.1060120485430467, -0.444485923405462] Predicted: 5.6641837217910185 Movie Vector: [2.1398065062813103, -0.8547215233279565] User Vector: [1.4692988381260381, 0.5905312217530254] Predicted: 2.639275468064201 Movie Vector: [1.8603155663201778, -0.14011309695548418] User Vector: [1.5057521208709106, -0.2514282811335704] Predicted: 2.836402504607596 Movie Vector: [1.6255478382773607, -0.6661093696089189] User Vector: [0.7215651452891535, -0.20279986501017544] Predicted: 1.308025552339775 Movie Vector: [-0.16853074781088323, -1.6891845278907565] User Vector: [-0.9313748004593086, 0.7513125769327959] Predicted: -1.1121402889509928 Movie Vector: [-0.029185503196808085, 0.46218591779021767] User Vector: [1.32908974669262, 0.7286889919522997] Predicted: 0.2979996374781599 Movie Vector: [2.179815952901813, 0.030969666714430792] User Vector: [2.1628831235275876, -0.8148997585812551] Predicted: 4.689449962998607 Movie Vector: [2.7226803073133077, 0.1654243765397206] User Vector: [1.259107636411767, -0.2934452120831661] Predicted: 3.3796045751886985 Movie Vector: [1.890797883517553, -0.4953852896200741] User Vector: [0.6775860317604779, -0.4431082720187867] Predicted: 1.5006875544208462 Movie Vector: [1.6866470681079495, -0.30676513158694196] User Vector: [1.5897704532406998, 0.062789377742587] Predicted: 2.6621200821976054 Movie Vector: [0.2517287466398237, -0.15296623160943065] User Vector: [0.6751423341504633, -1.1072253955296232] Predicted: 0.33932082987560896 Movie Vector: [0.7051638907336935, -0.30678138137863514] User Vector: [0.13586637750032576, 0.03897510185117074] Predicted: 0.0838512277927473 Movie Vector: [1.864642226026156, -1.1260289191958068] User Vector: [1.6846492267652264, 0.9461171172435838] Predicted: 2.0759128493063095 Movie Vector: [0.2051721206519505, -1.1836672092650118] User Vector: [2.0053053560311738, -0.08497849615474004] Predicted: 0.5120190118426493 Movie Vector: [1.8027301713599029, 0.264627300115971] User Vector: [1.9553087505650706, -0.18487930741198855] Predicted: 3.475969966999942 Movie Vector: [1.2497938734432108, -1.011027173369921] User Vector: [2.014821692500078, -0.7616767332542204] Predicted: 3.288187682010728 Movie Vector: [1.8697546195611128, 0.1252137631788477] User Vector: [1.7842586946405876, 0.3153845065299807] Predicted: 3.3756164177072425 Movie Vector: [1.5485548038901293, 0.44856795684302153] User Vector: [1.7173165455818626, -0.3753892234666145] Predicted: 2.490971209469488 Movie Vector: [2.4181657867466733, -0.8614311597724191] User Vector: [2.54889383574496, 0.4927816519819654] Predicted: 5.739150397666564 Movie Vector: [1.6066816170856644, -1.0964614172908942] User Vector: [1.4630914250112437, 0.34754890856611725] Predicted: 1.9696481278169256 Movie Vector: [1.126966639800532, -0.5110561854813632] User Vector: [1.5182503534284897, -0.18376248334130885] Predicted: 1.8049304529502672 Movie Vector: [0.5428230691444027, -0.48774997390523517] User Vector: [0.616258334892171, 0.4854642862539751] Predicted: 0.09773404777968744 Movie Vector: [0.7241734655450499, 0.7463884122418385] User Vector: [1.6135845255411139, -1.1863203076479953] Predicted: 0.28305936697533685 Movie Vector: [1.9619499649818974, 0.11365266558061081] User Vector: [1.8573111139469562, -0.9055495094208601] Predicted: 3.5410333594078245 Movie Vector: [1.3242929817271352, 0.40456842778747376] User Vector: [1.3108714824373773, -0.2819068412299278] Predicted: 1.6219272965991394 Movie Vector: [1.6023323942287302, -0.49894431774620057] User Vector: [-0.01271322943617878, 0.7135499841057382] Predicted: -0.3763925293583013 Movie Vector: [1.1787575641740355, 0.44313643331582386] User Vector: [2.367333509994205, -0.050001048998534185] Predicted: 2.7683549953130786 Movie Vector: [1.6463295944721432, -0.46308171653397956] User Vector: [0.002913834150090673, -1.3701645479175522] Predicted: 0.639295282178342 Movie Vector: [1.4717395446999042, -0.6435657699941735] User Vector: [1.6090239613011912, -0.019212892606363274] Predicted: 2.380428952240681 Movie Vector: [1.194683582650662, 0.5652393524742695] User Vector: [1.737978745113749, -0.3194283792144499] Predicted: 1.8957811835541145 Movie Vector: [2.4938623176453136, 0.8562722588419946] User Vector: [1.1198565524040982, 0.07407406284411572] Predicted: 2.8561956223219096 Movie Vector: [-0.41167375727558664, 0.08188712932844144] User Vector: [0.016082918032110427, -0.0977217623156695] Predicted: -0.014623069883180627 Movie Vector: [2.237031658532681, -0.42548680043417775] User Vector: [1.4891630404714928, 1.0052434329969997] Predicted: 2.9035870542881512 Movie Vector: [1.7284461785297618, -0.1994463331047356] User Vector: [2.3423424295930544, -0.23607269499025627] Predicted: 4.095696654600192 Movie Vector: [0.573198398628124, -0.5100668672370562] User Vector: [-0.28779539819431194, -0.3118747383684686] Predicted: -0.005886890607541634 Movie Vector: [0.9552719132408581, 0.2952431775857326] User Vector: [0.5742203865251005, 0.5774174369801958] Predicted: 0.7190151661451805 Movie Vector: [0.6233076203852316, -0.42434738279961204] User Vector: [1.0376469983557972, 0.1663091146917886] Predicted: 0.5762004437898494 Movie Vector: [0.6060723149837914, -0.914671115740127] User Vector: [2.15692715802256, -0.706046926192233] Predicted: 1.95305456565928 Movie Vector: [1.3693097649504944, -0.46923436369950905] User Vector: [1.5179925076935228, -0.47180309745719684] Predicted: 2.2999881901332144 Movie Vector: [1.3494016104979427, 1.3960643089763827] User Vector: [2.0768545590032597, -0.6538832043928614] Predicted: 1.8896478827970102 Movie Vector: [2.0672557496049375, -0.3608653443671954] User Vector: [1.1868569526937063, -0.259679888019809] Predicted: 2.547246331630163 Movie Vector: [1.9980755758321378, -0.33112425140593965] User Vector: [-0.21374278246846967, -0.06279287508376065] Predicted: -0.406281989404914 Movie Vector: [1.7246257732438992, -0.34251298894022725] User Vector: [1.4078343451273008, -0.8330661181044473] Predicted: 2.713323362161276 Movie Vector: [1.466883585283682, -1.3164900566907622] User Vector: [1.2601543667717734, -0.6078097127545219] Predicted: 2.6486751987424633 Movie Vector: [0.3440349104100233, 0.8082392187311657] User Vector: [1.8244415032786643, -0.30442467192363065] Predicted: 0.38162361013075685 Movie Vector: [1.2989600155774734, -0.380761506714756] User Vector: [1.7074725902071175, -0.16814425925191273] Predicted: 2.2819614838717412 Movie Vector: [-0.011378178613523082, -1.8290744058447401] User Vector: [0.9449702955324736, -0.2601460262385153] Predicted: 0.46507439756804037 Movie Vector: [0.8486977855156632, 0.4556369950891891] User Vector: [1.7362547049679222, -0.39377529565808217] Predicted: 1.2941369307434212 Movie Vector: [1.5666562144922949, -1.017939593300615] User Vector: [1.7435816280192522, -0.3167774932798921] Predicted: 3.054053345687076 Movie Vector: [1.1420444226564028, -0.42641132722052094] User Vector: [0.319925382987667, -0.3146427888197179] Predicted: 0.49953624848826067 Movie Vector: [1.8108098610017707, -0.7952409675708444] User Vector: [1.8763177088355616, -0.45414278711016354] Predicted: 3.75880755896849 Movie Vector: [1.4461224128508667, -0.6284701216669166] User Vector: [1.8878716727459426, -0.19945529980726706] Predicted: 2.855445235081149 Movie Vector: [-0.48768897575586606, -0.427604722797657] User Vector: [1.6154152410137281, 0.05812513775755135] Predicted: -0.812674787728794 Movie Vector: [1.6469013811367794, -0.7319514519073018] User Vector: [2.1185073334489837, -0.9826118832053563] Predicted: 4.208196847979056 Movie Vector: [2.526331013576178, 0.49325105576334505] User Vector: [1.7353779696757314, -0.33631051517908017] Predicted: 4.218253668392264 Movie Vector: [1.1990551543378287, -0.3839730889594298] User Vector: [0.5522369239948615, -1.743656745584192] Predicted: 1.3316797968186154 Movie Vector: [2.2579020795070375, -0.8826273474253097] User Vector: [1.6463807270502402, -1.0434119431589752] Predicted: 4.63831038292934 Movie Vector: [2.4225328101367087, 0.13147317675370812] User Vector: [1.823169564084819, -0.8065809222811454] Predicted: 4.310644331276876 Movie Vector: [1.081712787379067, -1.4635853567403798] User Vector: [1.5131908586657727, -1.1756173674653834] Predicted: 3.3574542657158863 Movie Vector: [-0.39654220054368783, 1.2852343403434205] User Vector: [1.9300061635846049, 0.7979498160167355] Predicted: 0.26022361424470286 Movie Vector: [0.02104373982064947, -0.6911629977419136] User Vector: [1.2443948444367163, -0.27335006446038834] Predicted: 0.21511617132587116 Movie Vector: [2.0628474244179174, -0.8045966284210321] User Vector: [1.9725028212329578, 0.03331472363388048] Predicted: 4.042167450124884 Movie Vector: [2.62771040364581, 0.7337531306330806] User Vector: [1.5591086361253421, -0.09292318903285116] Predicted: 4.028703302699327 Movie Vector: [2.0537439504825206, -0.36978999059464546] User Vector: [1.862770079955398, 0.576620406687636] Predicted: 3.612424328082538 Movie Vector: [-0.3688567297963167, -0.7263595194650787] User Vector: [1.5692035700239018, -0.1141293951601158] Predicted: -0.49591232459838 Movie Vector: [2.5653302586097086, -0.014683977686819755] User Vector: [0.38452805179614064, -0.6890453277927441] Predicted: 0.996559372775397 Movie Vector: [1.9605029996693277, 0.21975037156729949] User Vector: [1.531742265218433, -0.015239160800046059] Predicted: 2.9996364944328446 Movie Vector: [1.9556940820581128, -0.34357499156044335] User Vector: [2.0200154048737358, -0.5127518920119406] Predicted: 4.126700899948392 Movie Vector: [1.2465153726357772, -0.029286793021011573] User Vector: [2.0429669363857417, -0.48993854545701293] Predicted: 2.56093842076526 Movie Vector: [2.026948308267738, 0.502191600756653] User Vector: [1.0859066988192219, -0.30762058481464066] Predicted: 2.046592272194464 Movie Vector: [1.8318958954518467, -0.5419137536208538] User Vector: [1.73093379088122, -0.2678864088984284] Predicted: 3.31606183620437 Movie Vector: [0.462258416755819, 0.7427901535761327] User Vector: [0.43793467949252046, -0.1798159177746459] Predicted: 0.0688734984054171 Movie Vector: [1.5168610983363693, 0.15246278195791707] User Vector: [1.6182183751916885, 0.09741874199726833] Predicted: 2.469465234361104 Movie Vector: [1.761645103298213, 0.9933056608716362] User Vector: [1.94060222441741, -0.6989200787167835] Predicted: 2.7244111354083196 Movie Vector: [-0.9955548308202781, 0.29366892796375493] User Vector: [1.169853639473928, -0.9781091083203685] Predicted: -1.45189369540298 Movie Vector: [1.4323736025028941, 0.050458156939218776] User Vector: [0.8886048785862215, -1.4812158445944088] Predicted: 1.1980747495947908 Movie Vector: [0.36013395589111113, 0.6786800498408837] User Vector: [1.6273788984947946, -0.023423964134274892] Predicted: 0.5701770233025286 Movie Vector: [1.7403581857132606, -1.064707321317686] User Vector: [1.442414308507946, -0.18817575604132747] Predicted: 2.7106696541534285 Movie Vector: [-1.8298053741455078, -0.3970050811767578] User Vector: [0.08737301848507706, 0.2166965537438636] Predicted: -0.24590525168911503 Movie Vector: [-1.648696814620582, 1.0125944572337051] User Vector: [0.4771763508966611, 0.5036895207482779] Predicted: -0.27668591285919086 Movie Vector: [0.9053134918212891, -0.5304622650146484] User Vector: [1.2671216314425322, -0.4428390500010113] Predicted: 1.382051714223999 Movie Vector: [1.1135277872829747, -0.44170139536147784] User Vector: [1.963961286424006, -0.9022589557970476] Predicted: 2.5854545053340936 Movie Vector: [2.0005970157603823, -0.787802849647885] User Vector:
avg loss: 12.854632783617882: 47%|█████████████████████▎ | 33071/70000 [00:53<00:52, 707.57it/s]
[2.482021115691941, 0.5585308400277074] Predicted: 4.525511849717497 Movie Vector: [1.8459851000736234, -0.5208069799012058] User Vector: [1.4300827914464616, -0.8374846893482938] Predicted: 3.0760793966548476 Movie Vector: [2.07353734099259, 0.4889936478309079] User Vector: [2.3265768181728763, -0.06532292314498872] Predicted: 4.792301414693541 Movie Vector: [2.43656334877543, -0.5022590223307868] User Vector: [0.302846368948135, 0.6152890557919771] Predicted: 0.4288698832758358 Movie Vector: [1.7204476443254273, -0.24765775278025212] User Vector: [-0.5173613193405722, -1.2301326144755098] Predicted: -0.5854411842018814 Movie Vector: [2.107137079645549, 0.3540481339698667] User Vector: [0.7373936078484824, -1.5384723069598298] Predicted: 1.009096163947703 Movie Vector: [0.2384179048913559, 2.0356660728011886] User Vector: [1.4174941459871073, -0.7960930695387347] Predicted: -1.2826236679701517 Movie Vector: [0.7570259179395762, -0.6364593429606097] User Vector: [1.178942100898185, 0.3142562466980065] Predicted: 0.6924784018353806 Movie Vector: [2.0162133110176623, 0.176953857648216] User Vector: [-0.32020071481055373, 1.9067222591565076] Predicted: -0.3081910841769433 Movie Vector: [0.9289881349326955, -0.5269546435203272] User Vector: [1.907492075338434, -0.7449873529918452] Predicted: 2.1646120504905184 Movie Vector: [0.3110583145500484, -0.7269502827915065] User Vector: [1.36665402978999, -0.0730436129541974] Predicted: 0.4782081741726731 Movie Vector: [1.4962781570754027, -0.41687480113750225] User Vector: [2.4347109309688215, 0.5771608280006103] Predicted: 3.4024009794042556 Movie Vector: [1.507231929677192, -1.438808501190063] User Vector: [1.9614600325214795, 0.10767603122408319] Predicted: 2.80145000070242 Movie Vector: [2.0892370593770044, -0.9715213072848843] User Vector: [1.3114079316550598, -0.9013579545311632] Predicted: 3.6155305090924417 Movie Vector: [0.4016590118408203, 0.6538677215576172] User Vector: [0.9044266873112943, -0.8510237719690636] Predicted: -0.1931858452608598 Movie Vector: [1.9347334758556336, -0.5126287642931571] User Vector: [1.4691143397398954, -1.2219203990382073] Predicted: 3.46873623717788 Movie Vector: [2.070332882342198, -1.078302474751214] User Vector: [1.8328524684785827, -0.4798712360431296] Predicted: 4.312061075360507 Movie Vector: [0.18414344936935323, 0.5484166765957215] User Vector: [1.9122497502146274, 0.22682556830812273] Predicted: 0.4765231893986821 Movie Vector: [2.3970467320849322, 0.14274836735873017] User Vector: [1.577495418228622, -1.5613185864583394] Predicted: 3.5584545580001032 Movie Vector: [-0.38223458417908474, -0.14667444211913921] User Vector: [1.6561671302555494, -0.24828141200480922] Predicted: -0.5966278167699404 Movie Vector: [0.6852127576570561, 0.15222442472299985] User Vector: [1.32291438559509, 0.8264829178373939] Predicted: 1.0322887010089854 Movie Vector: [1.853464087737938, -0.23313196102450603] User Vector: [1.074670316302264, -0.9212364433012161] Predicted: 2.2066324960182704 Movie Vector: [2.6958564717508775, 0.7296916112356191] User Vector: [1.7716311433129903, -1.1114531504642282] Predicted: 3.965045243080584 Movie Vector: [0.8244663796228502, 0.9499743672217628] User Vector: [2.0693168691561556, 0.018396779858729034] Predicted: 1.7235586567108812 Movie Vector: [0.0459818160518915, 0.2761592294929163] User Vector: [0.7166097522210298, -1.132423608929951] Predicted: -0.27977821349406395 Movie Vector: [1.4699612826778001, -0.7478213811395881] User Vector: [1.1649214901456002, 0.10544961490772964] Predicted: 1.6335320112124248 Movie Vector: [1.3143317439105204, -1.0354248630174492] User Vector: [1.7010085943542022, 0.0912027819554555] Predicted: 2.1412559642113034 Movie Vector: [1.6943399355985744, 0.3699717860779428] User Vector: [2.259743465361287, 0.19851480323944246] Predicted: 3.9022184738869505 Movie Vector: [1.8523402612192958, 0.19874735975035696] User Vector: [2.1030586460529914, -0.10776575415582404] Predicted: 3.8741620426793206 Movie Vector: [1.8559494555940061, 0.0670278183191518] User Vector: [1.6218592314217162, -0.04700083087765727] Predicted: 3.0069383944543304 Movie Vector: [1.2375474703304266, -0.3566397827289733] User Vector: [1.467676082754283, -0.7670452532407418] Predicted: 2.0898776759361013 Movie Vector: [0.5154552384636291, -0.729634650110924] User Vector: [0.38622738843922844, 1.1702055629624266] Predicted: -0.6547395958808198 Movie Vector: [1.430099195489648, -1.2987478578109235] User Vector: [2.334899136330674, -0.23521380938198833] Predicted: 3.644620807478375 Movie Vector: [1.4949380589424077, -0.09954401926853429] User Vector: [1.7048791337608906, -0.260178887376907] Predicted: 2.5745879551342323 Movie Vector: [0.8295690518142452, -0.2031795854629312] User Vector: [-0.044309500849676615, -0.0584783243268543] Predicted: -0.024876188910931622 Movie Vector: [2.210611493452146, -0.8526564169607214] User Vector: [-0.2089421470898607, -1.801463617195201] Predicted: 1.0741396012993456 Movie Vector: [2.527094349758852, 0.18984749950065252] User Vector: [1.7071042574649395, -0.3767885102762057] Predicted: 4.242481166972416 Movie Vector: [0.3389453887939453, 0.6697559356689453] User Vector: [0.9446964039752498, -0.3041748690182872] Predicted: 0.11647756593131123 Movie Vector: [1.7047062693710913, 0.3101033468381251] User Vector: [1.2895395290969844, -0.29059366190797276] Predicted: 2.108172052725865 Movie Vector: [1.9256006072464376, -0.5432036581655333] User Vector: [1.8932641842276172, -0.48166778497532997] Predicted: 3.9073143656457194 Movie Vector: [1.9284267315486183, 0.0649274558933512] User Vector: [1.742117128020255, 0.10401126347632976] Predicted: 3.3662984258847373 Movie Vector: [2.356576876346278, -0.12599133598649082] User Vector: [0.463414114944657, -1.5866807004417884] Predicted: 1.2919790086836969 Movie Vector: [1.9756481333620663, 0.09716895162905259] User Vector: [0.968445997730493, 0.17059364500527935] Predicted: 1.9298849333179542 Movie Vector: [-0.6621408307323371, 0.3200249899608511] User Vector: [2.2729512260179603, 0.6222283473749863] Predicted: -1.3058851923875792 Movie Vector: [1.3626376613605409, -0.8442669404170623] User Vector: [0.378118034828246, 1.1490578082076754] Predicted: -0.4548736454012251 Movie Vector: [0.10307354303381377, 0.6076407852885594] User Vector: [1.5943151738037133, 0.053799058231627686] Predicted: 0.19702221566817052 Movie Vector: [2.4339025933111955, -0.39074637645544813] User Vector: [-1.3299858666094917, 0.2309553917416765] Predicted: -3.3273010322539887 Movie Vector: [-0.706580165214981, 0.3101454699369694] User Vector: [0.49890688480973655, -0.0818413820824728] Predicted: -0.37790044300201475 Movie Vector: [2.3450953087139808, -0.21814066238050506] User Vector: [1.6599986668883353, 0.35308910497672474] Predicted: 3.815831994952335 Movie Vector: [2.143881188314518, -0.9004880208058821] User Vector: [1.870305002800568, -0.29169137772348935] Predicted: 4.272376303327036 Movie Vector: [1.791212763904373, -1.0140569072756311] User Vector: [1.676338947662794, -0.1522764922225898] Predicted: 3.1570967484376418 Movie Vector: [0.24781532787900978, -0.6120859441931792] User Vector: [0.2459653999664988, -1.1930600178119428] Predicted: 0.7912092637211439 Movie Vector: [1.3488463369215138, -0.7739358014624229] User Vector: [1.5166369594033582, -0.1233444615769061] Predicted: 2.141170901857476 Movie Vector: [1.4249652089000273, -0.45781911453729207] User Vector: [1.581524821705821, -1.018059384153622] Predicted: 2.7197048937422057 Movie Vector: [2.216499120469172, 0.04236080376450658] User Vector: [1.4429753368829736, 0.5096296349674719] Predicted: 3.2199418860192526 Movie Vector: [2.262643227346139, -0.4345887350954894] User Vector: [1.018046413311529, 0.30328575188512086] Predicted: 2.17167125091912 Movie Vector: [0.7782535526680968, 0.05138285996282949] User Vector: [1.4783180254489015, -0.006939178596293408] Predicted: 1.1501497004368233 Movie Vector: [2.443102562216226, -0.5545795353516465] User Vector: [2.4755668923559253, 0.3100467821047498] Predicted: 5.876118217295496 Movie Vector: [-1.317357323607975, -1.9555080341115496] User Vector: [1.7910506233620398, -0.3929134953824768] Predicted: -1.5911081587073275 Movie Vector: [2.3464027859871655, -0.40963596242437145] User Vector: [2.034842393584895, -0.9303752581428777] Predicted: 5.155675025637571 Movie Vector: [2.535216775011344, 0.6761973264461203] User Vector: [-0.1623558025806905, -1.2812355171388554] Predicted: -1.277975185460103 Movie Vector: [0.44926710076448834, 0.10231646635535917] User Vector: [1.5876494689275142, -1.170927547866084] Predicted: 0.5934735048795405 Movie Vector: [0.9676058685178887, 0.4784563964181424] User Vector: [0.620663966185206, 0.41288051695582384] Predicted: 0.798103420352337 Movie Vector: [-0.005811005056041207, -0.9273527435458726] User Vector: [1.2693461057553082, -0.39961572223145025] Predicted: 0.3632085597369904 Movie Vector: [1.4300740533163971, 0.1281790691218858] User Vector: [1.2759975062444724, 0.7095919499754002] Predicted: 1.915725761380878 Movie Vector: [1.2686285638614014, -0.4972143007277378] User Vector: [1.9590072981791316, 0.45401101973185354] Predicted: 2.259511843584335 Movie Vector: [1.45423939724531, -0.6215259264758703] User Vector: [1.1403069261795644, -0.9039262743499977] Predicted: 2.2200928721332858 Movie Vector: [0.9153992734262615, -0.3155295923109798] User Vector: [1.3084571570207106, -0.15451565103485657] Predicted: 1.2465149912228441 Movie Vector: [0.8688250560291648, -0.5957629235380243] User Vector: [1.1272767940794939, -0.19279584820159323] Predicted: 1.0942669419470679 Movie Vector: [1.6085780657418007, 0.7261892038325551] User Vector: [-0.7399665900565441, 0.9654194436628375] Predicted: -0.4892168489887274 Movie Vector: [1.9391595891639015, -0.153278356274387] User Vector: [1.5053316584885057, 0.05538486381759407] Predicted: 2.9105890195415434 Movie Vector: [0.485626721653147, -0.8351500831855109] User Vector: [0.26227423594912547, -0.29543563361382424] Predicted: 0.3741004713666072 Movie Vector: [1.5444148026153737, -0.1363033664929021] User Vector: [0.15286257247669038, -0.5593217099046702] Predicted: 0.31232065171143897 Movie Vector: [0.3526265213596554, -0.7394466462773451] User Vector: [1.2234843491116227, 0.2768079515206468] Predicted: 0.2267483185503695 Movie Vector: [1.0658621106329467, 0.274212860903009] User Vector: [0.9581723674468111, -0.2775463712651492] Predicted: 0.9451728374191602 Movie Vector: [0.8945381930405083, -0.2604914026387429] User Vector: [0.9709550321740209, 0.3772348828417625] Predicted: 0.7702899162488247 Movie Vector: [2.116719013059928, -0.6175773458392616] User Vector: [1.7889220054981396, -0.41912241608595835] Predicted: 4.0454857312273145 Movie Vector: [-0.014486983672832007, 0.11236795872537739] User Vector: [0.5482949381475083, 0.36250455285814714] Predicted: 0.03279075681648627 Movie Vector: [1.5998286805239472, -0.3584194508568166] User Vector: [2.0198592877517814, -0.3445858158282954] Predicted: 3.354935078050198 Movie Vector: [0.18399370228287393, 0.05806574444540363] User Vector: [1.9790874216919256, -1.0209791608876002] Predicted: 0.3048557068183827 Movie Vector: [1.2767969429305277, -0.7928048483004221] User Vector: [1.6397603341091807, -0.6282879304147267] Predicted: 2.591750699090776 Movie Vector: [1.2385428538063947, -0.4991342807039884] User Vector: [1.4603210074766995, 1.017908838988672] Predicted: 1.3005969519027782 Movie Vector: [0.1981843473531607, -0.046250780297595405] User Vector: [1.4640393796190783, -0.5443759173732783] Predicted: 0.31532749990286674 Movie Vector: [1.8430992509902373, 0.37563378695412564] User Vector: [1.9721113749914194, 0.3143227839762277] Predicted: 3.752867255786966 Movie Vector: [0.7567241453713174, 0.3559522032325456] User Vector: [1.7059378398482732, -0.2538193321264687] Predicted: 1.200576803422346 Movie Vector: [0.9214540668468613, 0.6013461290984364] User Vector: [1.247032041119177, -0.3599664539529108] Predicted: 0.9326183120877346 Movie Vector: [1.7427874679951731, -0.35325991566282655] User Vector: [1.4325123396988848, 0.6892011083301797] Predicted: 2.253097427972215 Movie Vector: [-0.7717583287471899, -0.7438440332092913] User Vector: [1.8821648115017802, -0.418793298884109] Predicted: -1.1410594728284038 Movie Vector: [1.1517751451967224, 0.10436583565958149] User Vector: [-0.38372919245654163, -1.1715577610097372] Predicted: -0.5642403511091038 Movie Vector: [2.0320440293228446, -0.9828572763322397] User Vector: [1.7013843543170468, -0.0863044502114076] Predicted: 3.5421128756433933 Movie Vector: [1.7193374720927443, -1.045679037945049] User Vector: [1.7441926734382869, -0.5677017562262189] Predicted: 3.592489648282417 Movie Vector: [0.7346917672451417, -0.44312110432047536] User Vector: [1.6440959742297956, -0.5019305069563984] Predicted: 1.430319777362167 Movie Vector: [0.5684696952621469, -0.15534409775483612] User Vector: [1.4378886141553848, -0.44435313655256525] Predicted: 0.886423739392112 Movie Vector: [1.7664539466126894, 0.06712444419952525] User Vector: [1.5181572400245091, -0.4130938254181153] Predicted: 2.654026154786475 Movie Vector: [1.6400903143602739, 1.3045429935629762] User Vector: [1.3813369616073345, -0.24238589061235444] Predicted: 1.9493145562631697 Movie Vector: [2.312068888197588, 0.8563579246707104] User Vector: [1.7003858219994248, -0.9164728432093032] Predicted: 3.1465803749493673 Movie Vector: [1.4148869721490254, 0.975809881852082] User Vector: [1.8567662151621886, 0.21892624417518733] Predicted: 2.8407447206223444 Movie Vector: [0.917091920578764, -0.16988338138565232] User Vector: [0.9567179518045682, -0.005058344324071315] Predicted: 0.8782576325106191 Movie Vector: [1.993456553478947, -0.5829133941512694] User Vector: [1.7329987356232548, -0.39120237498673777] Predicted: 3.682694790902463 Movie Vector: [0.9742686691483221, -0.48076167600353603] User Vector: [2.0531260669287352, -0.8238615289643927] Predicted: 2.396377450280145 Movie Vector: [0.965311907067829, -1.1562333539523142] User Vector: [1.7063654281104037, -0.47578858498065374] Predicted: 2.1972974969482735 Movie Vector: [1.759463338600804, 1.1479680162989538] User Vector: [0.44474998354017836, -0.6525722862780263] Predicted: 0.033389177911995915 Movie Vector: [0.3026629753483677, -0.6162137685546499] User Vector: [1.8835025958231109, -0.7961549363766398] Predicted: 1.0606681334262336 Movie Vector: [0.9819793606169123, 0.425409292038997] User Vector: [1.6859745096726377, 0.07104318760694812] Predicted: 1.6858146031688144 Movie Vector: [1.7542712789477146, -0.7813740168726664] User Vector: [1.2222031616386446, 0.45393273289847347] Predicted: 1.789384660606898 Movie Vector: [2.124834418770097, 1.0059642295028455] User Vector: [0.6510216993845495, 0.04754521941057464] Predicted: 1.4311421042293926 Movie Vector: [1.5819763725297549, -0.47442280574071727] User Vector: [-0.7104442024923551, 0.6979274780925384] Predicted: -1.4550186547038557 Movie Vector: [1.750284008685447, -0.620085252517075] User Vector: [1.1913446513986938, -0.9257392368595599] Predicted: 2.659228740629097 Movie Vector: [2.1119258946705046, -0.9871158158105676] User Vector: [1.3317384581886795, -0.6352869395073516] Predicted: 3.4396347203428435 Movie Vector: [2.4897845788673063, 0.11921587871627864] User Vector: [1.2073463223684748, -0.2627779671369479] Predicted: 2.974704948525676 Movie Vector: [0.16068252799425226, 0.6095847604745681] User Vector: [-0.42367984484331955, 0.38752885934608167] Predicted: 0.16815373837182662 Movie Vector: [2.345502545852528, -0.5668032288823583] User Vector: [1.2016723441413966, 0.057493890528250886] Predicted: 2.785937819671799 Movie Vector: [1.5275754842768068, -0.10452476473148026] User Vector: [1.9161260143248262, -0.34256415271345064] Predicted: 2.9628335617354464 Movie Vector: [1.74816598466655, 0.966584316106818] User Vector: [1.8807699518764947, -0.40591601984431164] Predicted: 2.8955459964154167 Movie Vector: [2.3742654374208083, 0.11788293217459045] User Vector: [1.4932556471826592, 0.21892980287127034] Predicted: 3.571193359442099 Movie Vector: [1.9419020979208501, -0.8010110055169103] User Vector: [1.874764359510212, -1.327273077921063] Predicted: 4.703769185581194 Movie Vector: [1.164313640228581, -1.1436171056903648] User Vector: [0.49982121267328705, -0.3818114715573429] Predicted: 1.018594785612886 Movie Vector: [0.398208852145586, -1.6133592850537817] User Vector: [1.4291959546225104, 0.1560468978289115] Predicted: 0.31735876906523164 Movie Vector: [2.3743512163793614, -1.3120410652204861] User Vector: [1.6221801435927075, -0.5113148288603303] Predicted: 4.52249144984673 Movie Vector: [1.6136927987886496, -0.5014892866403193] User Vector: [1.7586066332501398, -0.2601815503395045] Predicted: 2.968329120054433 Movie Vector: [2.141499666300678, 1.0071813208088989] User Vector: [1.1915463840502876, -0.9144927649520037] Predicted: 1.6306361529509292 Movie Vector: [1.3885518369337397, -0.804451742809928] User Vector: [1.5462864959668539, 0.603443828495537] Predicted: 1.6616575148794808 Movie Vector: [1.8757739480854159, -0.7175977234861515] User Vector: [2.379246792589373, 0.331911257628488] Predicted: 4.224750386731302 Movie Vector: [2.8144916587157045, 0.14402699898056512] User Vector: [1.4412911164455207, 0.259891531594534] Predicted: 4.0939332223729865 Movie Vector: [1.31184403610587, 0.7266129647034612] User Vector: [1.3828159689890127, 0.36182162616490443] Predicted: 2.076943166431705 Movie Vector: [0.353859251086557, -0.323153110399585] User Vector: [1.1564388157872907, -0.47825625133034144] Predicted: 0.5637665684673611 Movie Vector: [2.003488568680276, -1.1046365282516688] User Vector: [1.5366466566421342, 0.06639116494390411] Predicted: 3.005315904733063 Movie Vector: [0.6480070627094064, -0.10029354051515693] User Vector: [2.1723203206918464, -1.1908483752922034] Predicted: 1.5271133100502565 Movie Vector: [0.9865695198432486, 0.2759138856125314] User Vector: [1.9273898327095365, -1.628677846826086] Predicted: 1.45212922867817 Movie Vector:
avg loss: 12.823307736662521: 47%|█████████████████████▎ | 33220/70000 [00:53<00:53, 682.85it/s]
[2.036793258864433, -0.8837866669453738] User Vector: [1.766708794725911, -0.6763015310220463] Predicted: 4.19612683942627 Movie Vector: [1.6667224358078854, 0.8617650352330053] User Vector: [1.383587925440546, 0.8399619352603374] Predicted: 3.029906863978654 Movie Vector: [1.2769365700029087, -0.5292078998796366] User Vector: [-0.3179369905848103, 0.48072374072091045] Predicted: -0.6603881714836106 Movie Vector: [1.8136788599429208, 0.3993225315472903] User Vector: [1.5153677601297397, -1.2341757479194229] Predicted: 2.2555562875529094 Movie Vector: [2.4355502641058595, 0.5809650279301306] User Vector: [2.0375485875645225, 0.20602696493203665] Predicted: 5.082246462007395 Movie Vector: [2.5733957896582207, 0.23420623346188815] User Vector: [1.8346964415084441, -0.15078472378243152] Predicted: 4.686085375658076 Movie Vector: [1.832805222866904, 1.0354113290948777] User Vector: [1.1073903015450386, 0.4330533864813308] Predicted: 2.478019110889575 Movie Vector: [1.3710128311707686, 0.964887658011982] User Vector: [0.22171243844753508, -0.1346594186058642] Predicted: 0.1740393868938624 Movie Vector: [2.297633309161283, 0.2519774639119193] User Vector: [1.8242507197787827, -0.31895864102587146] Predicted: 4.111088828566685 Movie Vector: [1.3102783411035268, -0.3627475705913023] User Vector: [0.9009691357405293, 0.09518197434584556] Predicted: 1.1459933146055399 Movie Vector: [2.3872491130433726, -0.8815424020105387] User Vector: [1.7211108646579214, 0.3628816729895656] Predicted: 3.788824803451111 Movie Vector: [1.1349696593924632, -0.5214438261844144] User Vector: [1.7226368284697942, 0.22426656946088402] Predicted: 1.8381981164003391 Movie Vector: [0.6460081294910704, -0.5546503517703729] User Vector: [1.6688911907048585, -0.6243528689742152] Predicted: 1.4244148148367608 Movie Vector: [2.5207221845546743, -0.1954265032061035] User Vector: [1.3048404161661062, -0.8544781000297257] Predicted: 3.456127851488462 Movie Vector: [0.36200592414510974, -0.02535536222719878] User Vector: [1.4938012404736962, -0.5540146014919258] Predicted: 0.5548121394467767 Movie Vector: [-1.2895216388895148, -0.10817271397394015] User Vector: [1.3790108239857135, -0.3624877212119795] Predicted: -1.7390530172067087 Movie Vector: [1.4290466650455487, -0.3102135508925237] User Vector: [1.3586115627782271, 0.4686781677902864] Predicted: 1.7961290042245197 Movie Vector: [1.0186454738520963, -0.32772193180797765] User Vector: [2.1154570681160068, 0.39269357412633477] Predicted: 2.026206470843534 Movie Vector: [1.2694966657228621, -0.37879367358270716] User Vector: [1.2526319153712229, -1.1635517260813226] Predicted: 2.0309580726676537 Movie Vector: [0.5240246560780455, -0.5027289096556089] User Vector: [1.4576394785055111, -0.28138283145279097] Predicted: 0.9052983104617016 Movie Vector: [2.143994252529947, 0.3939392250630441] User Vector: [1.4516294552329334, -1.148034283868117] Predicted: 2.660029472689774 Movie Vector: [0.8204833096912101, 1.019466520426545] User Vector: [1.3989625739618803, -0.7299264726416362] Predicted: 0.40368984158718724 Movie Vector: [1.552268651128238, -0.7023999141410164] User Vector: [-1.2746513571216445, -0.2899124134510731] Predicted: -1.7749668884615444 Movie Vector: [1.4942594047310551, -0.6532499609752909] User Vector: [0.8518564627441829, 0.16704930893235995] Predicted: 1.1637695763954117 Movie Vector: [2.133137312099997, -0.5565678866644086] User Vector: [2.392508599143242, 0.4048136153412295] Predicted: 4.878243103969098 Movie Vector: [1.8136951852680783, -0.021399078922931573] User Vector: [1.708024319826732, 0.3967322327481369] Predicted: 3.08934578083068 Movie Vector: [0.16594085072273645, 1.309173139920035] User Vector: [1.8671166965784038, -0.7245108461054913] Predicted: -0.6386792062732016 Movie Vector: [1.4155348015404623, 0.4273260508766557] User Vector: [0.6878712340853406, 0.15711709022388706] Predicted: 1.0408458965169904 Movie Vector: [1.9594349364861086, -0.4578576272441436] User Vector: [1.7929829927732155, -1.1143504734257599] Predicted: 4.023447380246365 Movie Vector: [2.0823533894195294, 0.586938911170399] User Vector: [1.5431185691041265, -0.47310902722630827] Predicted: 2.935632085345096 Movie Vector: [1.1555988588216386, 0.46082725565442406] User Vector: [2.4684613666145734, 0.5214343752758323] Predicted: 3.0928423104673444 Movie Vector: [1.9920188585834175, 0.41512201860795] User Vector: [1.7181822553810855, 0.41911495703151713] Predicted: 3.5966353021942195 Movie Vector: [1.4148194926292195, 0.4136403716887499] User Vector: [2.1535215044167124, 0.03660051681216483] Predicted: 3.061983653623151 Movie Vector: [1.705401093090816, 1.2930827838464647] User Vector: [1.4626272125012518, -0.6866134873728329] Predicted: 1.606517967305416 Movie Vector: [1.572218616542139, 0.9817355276502029] User Vector: [0.3774455481373694, 0.5959960310122805] Predicted: 1.178537395495792 Movie Vector: [1.5306119369738076, -0.387087339062193] User Vector: [2.160094834808383, 0.3783325667812578] Predicted: 3.159819192597249 Movie Vector: [1.8764963891427238, -0.1631383515023193] User Vector: [1.619996969622519, -0.005346799457762367] Predicted: 3.040790731968164 Movie Vector: [0.6048403882920821, 0.3215072924773564] User Vector: [1.4342609997752416, -0.251912837321992] Predicted: 0.7865071657485645 Movie Vector: [0.5542659759521484, -0.2440166473388672] User Vector: [1.5985675438447582, 0.313072459690198] Predicted: 0.809636707826809 Movie Vector: [2.151527747056739, 0.36850040134109363] User Vector: [1.513133855694471, 0.05476814925230416] Predicted: 3.2757315605177846 Movie Vector: [1.433837882019249, -1.0739080837951724] User Vector: [1.2408826099930825, -0.27069660917749466] Predicted: 2.069927770198653 Movie Vector: [1.9334971348826295, -0.545212623954464] User Vector: [1.313660152903757, -0.5976406301193617] Predicted: 2.8657993579780676 Movie Vector: [2.599997319067125, -0.07680474085328726] User Vector: [2.4224736485776894, 0.4567841261214844] Predicted: 6.263341805380093 Movie Vector: [1.278379840021759, -0.7646944120062446] User Vector: [1.7527881996321109, -0.36511419326219996] Predicted: 2.519929881569497 Movie Vector: [1.563494762139289, -0.3621484014323286] User Vector: [2.404196187150047, 0.40176414631724633] Predicted: 3.613449902422733 Movie Vector: [0.13786244559828983, 0.8853414068723964] User Vector: [1.2330725945244814, -0.5697771520195811] Predicted: -0.33445290189138976 Movie Vector: [0.9843358018461237, 0.5976530700074059] User Vector: [1.8093348711431205, 0.15158990810394726] Predicted: 1.871591265155281 Movie Vector: [1.0494208931396647, -0.20185483884537048] User Vector: [-0.9465135765028669, -0.1894667584772849] Predicted: -0.95504634082347 Movie Vector: [1.7193157948871833, -1.2235857742003946] User Vector: [2.3945470907598176, 0.10179332251018805] Predicted: 3.9924297734124496 Movie Vector: [0.8792548319472975, -1.1879737731041833] User Vector: [1.124469239679104, 0.039488494332879764] Predicted: 0.9417837167571216 Movie Vector: [0.1357011106932577, 0.3077879771154201] User Vector: [1.6679051428903042, -1.1385409233298667] Predicted: -0.12409262723361131 Movie Vector: [1.9414303664989536, -0.5488217929861825] User Vector: [1.0719869786776752, 0.4056474725396083] Predicted: 1.858559899696804 Movie Vector: [1.1566437678557862, -0.636135244260594] User Vector: [-0.41501008105266357, 1.1121203800857842] Predicted: -1.187477793479943 Movie Vector: [1.996492768099904, -0.5279857898577318] User Vector: [1.7236463784397933, -0.6146207696249827] Predicted: 3.7657585618300513 Movie Vector: [1.3887260628947622, -1.0500954792492074] User Vector: [1.700732249263484, 0.3968182690318311] Predicted: 1.9451541301640098 Movie Vector: [1.7011342018931908, 0.16355625006311728] User Vector: [2.2467208886732797, -0.12538690843241881] Predicted: 3.801465933279766 Movie Vector: [1.3877051096698856, -0.588937551823878] User Vector: [1.8014040043851178, -0.35879885112714616] Predicted: 2.7111276584450623 Movie Vector: [1.2405140151137803, -0.5148770888826523] User Vector: [-0.510628533771455, -0.03770111390661457] Predicted: -0.6140304128846192 Movie Vector: [-0.16450344725010851, -0.381549696076113] User Vector: [1.5002702701782125, -0.5090828680876367] Predicted: -0.05255921765477392 Movie Vector: [0.5402231635533854, -0.8966495833079172] User Vector: [1.4145136142546446, -0.5292023769080484] Predicted: 1.2386621103221382 Movie Vector: [-0.025484328667411627, 0.2560341989418211] User Vector: [2.18041973951708, -0.5862537247440848] Predicted: -0.20566753606627597 Movie Vector: [2.400387127411273, 0.3708674934694377] User Vector: [1.8868206068307054, -0.5690588887281636] Predicted: 4.318054452671634 Movie Vector: [1.771357342051187, 0.5973302270024897] User Vector: [2.2444304825083847, -1.2020090305564575] Predicted: 3.2576920868333845 Movie Vector: [1.7108188860609035, -0.3058104444463682] User Vector: [1.4165114555113805, 0.07506216564289722] Predicted: 2.4004397561741273 Movie Vector: [-0.7062425819935084, 0.9027338708986091] User Vector: [0.32862117906919186, 0.9467201119912545] Predicted: 0.6225500413518528 Movie Vector: [2.057687424477948, 0.07452716441031415] User Vector: [0.08626552486697966, -0.6322945752684618] Predicted: 0.13038436391799135 Movie Vector: [2.3099121516663965, -0.7975979532638181] User Vector: [1.9555008597050727, 0.09755329267500562] Predicted: 4.439226891855102 Movie Vector: [0.24723967590552404, 0.44058305990659236] User Vector: [0.7119175750357832, -0.45253992260710874] Predicted: -0.023367153308838817 Movie Vector: [0.31165677012840903, 0.4876460837254803] User Vector: [1.3732670680450525, 0.5075017011900147] Predicted: 0.6754691960199608 Movie Vector: [0.46047223169876156, -0.11269814318086166] User Vector: [0.5345898344183109, 0.7843930192554963] Predicted: 0.15776413730394673 Movie Vector: [1.2330114347658905, 0.3960491699410067] User Vector: [1.1717081699297458, 0.3774573484300455] Predicted: 1.5942212412658445 Movie Vector: [0.45454599426947473, 1.0834694319504818] User Vector: [2.252647822581902, -0.08275728929785497] Predicted: 0.9342670510291493 Movie Vector: [1.9014674006453158, -0.6736005742622589] User Vector: [2.0463220226177805, -0.31438006932182394] Predicted: 4.1027812124620855 Movie Vector: [0.4296843927084556, -1.1931813289925957] User Vector: [2.153775090028797, 0.11571202146611337] Predicted: 0.7873781180362659 Movie Vector: [0.6626413981580577, 1.2186990664433337] User Vector: [1.317799730045493, -0.7958097143784917] Predicted: -0.0966239003699475 Movie Vector: [1.676318201381415, 0.12585490748491182] User Vector: [1.799503011442884, -0.08975311466377245] Predicted: 3.0052437815798836 Movie Vector: [0.871117496126871, -1.2775578001659385] User Vector: [2.1772221013909427, 0.05060252097519878] Predicted: 1.8319686200958367 Movie Vector: [2.1005244930553335, 0.4415897196838688] User Vector: [1.8529778097057306, 0.24313427033517604] Predicted: 3.9995908686577644 Movie Vector: [2.2177328089820856, 0.4016918591217137] User Vector: [1.6270489125242582, -0.679376996774563] Predicted: 3.33545954624477 Movie Vector: [2.4018245642279634, -0.1606166807536905] User Vector: [1.5029698867871577, 0.796369394869268] Predicted: 3.4819597845225894 Movie Vector: [2.1925037901506528, -1.0087779517632536] User Vector: [1.3589697486772843, -1.4244457610090084] Predicted: 4.416495801863542 Movie Vector: [0.8215437403431876, -0.2137711461447067] User Vector: [-0.13215903725463063, -1.4363335748161654] Predicted: 0.1984722447482516 Movie Vector: [1.8344764596653795, -0.6631589426264] User Vector: [1.5306159779891115, -0.35139365172688414] Predicted: 3.0409088229335577 Movie Vector: [1.3801002705319718, 0.05103218655127937] User Vector: [1.3692228162406472, 0.6319068670432173] Predicted: 1.9219123682342496 Movie Vector: [0.7018639212059578, -1.9519345066817149] User Vector: [1.5980396332380968, 0.07575555054645741] Predicted: 0.9737364900427201 Movie Vector: [1.8212483136767177, -0.1361207000561431] User Vector: [1.5686663836632646, -0.5190661780617131] Predicted: 2.9275866575013025 Movie Vector: [2.385523659266926, -0.519405121787953] User Vector: [1.7064543668018066, 0.5830601572623673] Predicted: 3.7679428334725076 Movie Vector: [1.790077370668069, -0.39868070263206845] User Vector: [1.9772302293833095, -0.7831247552574472] Predicted: 3.8516118178945034 Movie Vector: [1.8399607381304492, -0.24879704007526415] User Vector: [1.725694502863906, 0.016189455135126953] Predicted: 3.17118224275908 Movie Vector: [1.4075794855322648, -0.3030984721725827] User Vector: [1.6893370268654122, -0.39006734245077] Predicted: 2.4961049587070705 Movie Vector: [1.1015452245352466, 0.4104547293595494] User Vector: [1.5966602292530627, -0.060846203864566004] Predicted: 1.7338188385992768 Movie Vector: [2.3448592119854883, -0.23157006178761302] User Vector: [0.28218863257784743, 0.7375532383514188] Predicted: 0.49089736564106173 Movie Vector: [2.6210976184315697, -0.2372651891279931] User Vector: [1.3303310484632684, -0.4143181625043677] Predicted: 3.5852308200384075 Movie Vector: [2.332147949606627, -0.4031183337769935] User Vector: [1.9157891498288486, -0.48629400841625836] Predicted: 4.66393776805047 Movie Vector: [2.7021886349312094, -0.004333807997154979] User Vector: [1.9235358075954179, -0.8776614908706786] Predicted: 5.201560214555494 Movie Vector: [1.067059554582868, -0.3797052604842581] User Vector: [0.8153125931073122, 1.2792835325803067] Predicted: 0.3842364054752644 Movie Vector: [1.5439576011102463, -0.7898037345757081] User Vector: [1.3797127046348459, -1.0577666782151407] Predicted: 2.965645990433406 Movie Vector: [1.406802592618148, -0.013603931879089022] User Vector: [1.1082205314959523, 0.048108157705548694] Predicted: 1.558393056800913 Movie Vector: [1.3069213383831715, -0.8043472631766903] User Vector: [1.6577414908928934, -1.2028289423465972] Predicted: 3.1340298958172528 Movie Vector: [0.5126018649149418, -0.09135003360115851] User Vector: [1.9067966649035704, -0.2773075542602866] Predicted: 1.0027595808426937 Movie Vector: [1.8758532265115058, -0.7362178370647565] User Vector: [0.6256830033751365, -0.7093045524769213] Predicted: 1.6958921440994033 Movie Vector: [0.8150324211124125, 0.18235438900179635] User Vector: [0.35648897241372807, 0.4431681318396757] Predicted: 0.3713637241929284 Movie Vector: [1.7832882767193707, -0.2474254456085112] User Vector: [1.1889092952472364, 0.2017468332376186] Predicted: 2.070250708183162 Movie Vector: [1.6083760678764487, -0.28225588034363897] User Vector: [1.7315979272741278, -1.122854685118923] Predicted: 3.1019930030583915 Movie Vector: [2.21818285359568, -0.7373836621153377] User Vector: [1.9604826059338154, -0.5576778741162494] Predicted: 4.759931454351502 Movie Vector: [1.563314454893372, -1.89356438110358] User Vector: [1.5068322564806398, -0.8591379828076448] Predicted: 3.982485730353517 Movie Vector: [2.0856500483730036, -0.239742259447793] User Vector: [1.7162853653409214, -0.06611641458488061] Predicted: 3.595421553864337 Movie Vector: [0.32194231284402763, -0.33536383924845414] User Vector: [1.6103563758391661, 0.010118896853467216] Predicted: 0.5150483440430496 Movie Vector: [1.4780488484581253, -0.593994550073292] User Vector: [1.3967140165800804, 0.376203450460887] Predicted: 1.840948744538976 Movie Vector: [1.290591684117797, 0.5502098900909135] User Vector: [2.2539923617709823, -0.07955240545817048] Predicted: 2.865213277903055 Movie Vector: [-0.00901038691982553, -0.449567684735414] User Vector: [-0.22204527148214037, 0.7652791872347753] Predicted: -0.3420440785715655 Movie Vector: [1.776286037435415, 0.364984837022968] User Vector: [1.2917796637632244, -0.8266981481905455] Predicted: 1.9928378913011149 Movie Vector: [1.5812960748647806, 0.5349582692079331] User Vector: [-0.10561371219218485, -0.32351964855991977] Predicted: -0.340076059789774 Movie Vector: [1.5314182263502225, -0.6635382217236155] User Vector: [2.017639548060782, 0.2825573151992354] Predicted: 2.9023623996430077 Movie Vector: [1.8997106672720887, 0.06321299359949639] User Vector: [1.8330479081074333, 0.17353994840722436] Predicted: 3.4932306443004015 Movie Vector: [1.0816850992187752, 0.42961066842537954] User Vector: [-0.007485318230032956, -0.3474861334243496] Predicted: -0.15738050724132274 Movie Vector: [0.9711967421811348, 0.34182330341070305] User Vector: [1.7846730867097602, -0.5695840992383316] Predicted: 1.538571569299013 Movie Vector: [1.343882324394376, -0.33340693814361066] User Vector: [-1.0681520498656414, -1.8203894399608602] Predicted: -0.8285401901737431 Movie Vector: [2.5690435432297365, -0.13451281560616943] User Vector: [1.571616203341013, -0.01960262177702917] Predicted: 4.040187263476953 Movie Vector: [2.0380281094960253, -0.3544704453919317] User Vector: [1.9685884955181603, 0.0348414741028622] Predicted: 3.9996884170531484 Movie Vector: [0.9856344928982623, -1.0496711813759356] User Vector: [0.8057569078894357, -0.618918653468686] Predicted: 1.4438428754689547 Movie Vector: [2.514973066926842, -0.1358335339192621] User Vector: [1.6629339603954332, 0.5976360404348519] Predicted: 4.101055107102722 Movie Vector: [1.057355802952117, 0.39849473349813047] User Vector: [1.4222894226658533, 0.3174575305102491] Predicted: 1.6303711285508127 Movie Vector: [0.11035987280176995, 0.08610841937597223] User Vector: [2.1236884935165947, -0.4918350928947121] Predicted: 0.19201884957227572 Movie Vector: [0.5475230199631398, -0.04595061431215333] User Vector: [1.5576069670219912, -0.4399310718517383] Predicted: 0.8730407735060988 Movie Vector: [0.8683871664766464, 0.4183407520966451] User Vector: [0.47318428421246517, 0.5542599635118662] Predicted: 0.642776689781156 Movie Vector: [2.127072957370658, -1.093157969345216] User Vector: [1.6505506497117874, 0.020243690674715747] Predicted: 3.4887120999824877 Movie Vector: [0.5288465996635027, -0.0123737945409233] User Vector: [0.20309914173757906, 0.4969975314338193] Predicted: 0.10125854516118632 Movie Vector: [1.3172332648835032, -0.7693539227157791] User Vector: [2.190199287373951, -0.7399564882498151] Predicted: 3.4542917849270993 Movie Vector: [2.5257238802420288, -0.41888565246179965] User Vector: [1.3792528214040949, -0.41874662546112995] Predicted: 3.6590187413339788 Movie Vector: [1.7572050029276949, -0.7183933290068645] User Vector: [1.7406887838766856, -0.019336950190899233] Predicted: 3.072638575588717 Movie Vector: [2.235246466813188, -0.9271112957611436] User Vector: [2.2471072380554866, -0.949458131421195] Predicted: 5.903091872906726 Movie Vector: [2.2063833813133003, 0.14698411136527945] User Vector: [2.1889970386480155, -0.6615943042832487] Predicted: 4.732522836917606 Movie Vector: [1.5371951316539931, -0.15784825287197102] User Vector: [1.9305758988105777, 0.2698308182494534] Predicted: 2.925079549708461 Movie Vector: [1.5841827139891533, -0.38053748774548624] User Vector: [0.9780520328524737, -0.33258979628173574] Predicted: 1.675976009353675 Movie Vector: [2.5822429365183734, -0.11165764993305033] User Vector: [1.7584928800864765, 0.22327086301816487] Predicted: 4.515925918658023 Movie Vector: [0.7785663412347721, -0.0948393145539658] User Vector: [0.68715209591676, 0.4217631798432071] Predicted: 0.49499376230928627 Movie Vector: [0.9694909257236783, -0.380910013695879] User Vector: [1.7666523870935, 0.34697226946695486] Predicted: 1.5805882462804755 Movie Vector: [1.5675673293962604, -0.3529156991521963] User Vector: [1.1359485370456364, -0.25079318740352585] Predicted: 1.8691846676233401 Movie Vector: [1.7367554574667632, 1.488896915414739] User Vector: [-0.017362336143020712, -1.87535799241572] Predicted: -2.8223688622569063 Movie Vector: [1.164020545003502, -0.3786618884550485] User Vector: [1.1986933958341248, 1.1781102142347695] Predicted: 0.9491983013806169 Movie Vector: [1.602982159459121, -0.6319293960246672] User Vector: [-0.6501426689101247, -0.3954575874875193] Predicted: -0.792265824951708 Movie Vector: [1.5040913113960366, -0.002464257965051817] User Vector: [1.3757103040457261, -0.9910557350448873] Predicted: 2.0716361323020713 Movie Vector: [1.5732483807420388, -0.6258935663175755] User Vector: [0.3604271449416837, -1.2539548062489183] Predicted: 1.35188366783918 Movie Vector: [1.0340039881929544, -1.1825393770675532] User Vector: [-0.9871973853157775, -0.2632549044650568] Predicted: -0.7094567428140842
avg loss: 12.792766721858536: 48%|█████████████████████▍ | 33294/70000 [00:53<00:52, 697.34it/s]
Movie Vector: [1.8863435498871024, -0.7967511545169835] User Vector: [0.062213453656282544, -0.2765237166249855] Predicted: 0.33767653749301313 Movie Vector: [0.1473450105697005, -0.7513328272380163] User Vector: [1.9978195643685275, -0.17863903803542655] Predicted: 0.4285861183304717 Movie Vector: [2.072270078203593, -1.1016648076390512] User Vector: [1.9928678956904862, 0.6794938281145297] Predicted: 3.381186072610238 Movie Vector: [1.1428846479054497, 0.3219300643271745] User Vector: [-0.5919945711861645, -1.5783087802467852] Predicted: -1.1846865542050293 Movie Vector: [-0.3249278923002295, 0.4211262927723649] User Vector: [1.6531995169969342, 0.2890206298747378] Predicted: -0.4154564482156891 Movie Vector: [1.7964873206485081, -1.1314593421540804] User Vector: [2.1001452673387146, -0.41038406421469753] Predicted: 4.237217227620852 Movie Vector: [0.22829559820947806, 1.8959174325074684] User Vector: [1.335238215453892, -0.29390542179679835] Predicted: -0.25239140554380823 Movie Vector: [1.0810131684899513, 0.4037750995912302] User Vector: [2.167274321370341, -0.880189016295169] Predicted: 1.9874536734177726 Movie Vector: [1.113635071510929, 0.2598732925854599] User Vector: [1.6647903352012594, 0.05154348238542549] Predicted: 1.8673636784713794 Movie Vector: [2.359258804944854, -0.7951362164223772] User Vector: [1.9563545894092327, -0.7521765172221456] Predicted: 5.213629580643785 Movie Vector: [0.24594287740319656, -1.3271632695791318] User Vector: [-0.015216367149681373, 0.19443817154252122] Predicted: -0.26179355659577663 Movie Vector: [-0.005661335265521032, -0.7896771300006162] User Vector: [1.6436564369206847, -0.8341881779118895] Predicted: 0.6494340360631646 Movie Vector: [1.8240468699791774, -1.0756252533854378] User Vector: [1.9499760884744222, -0.07845587099418272] Predicted: 3.6412368968337026 Movie Vector: [0.15661095616322063, -0.7329348919971028] User Vector: [0.9205376203691893, -0.21588947269409056] Predicted: 0.30239920426258926 Movie Vector: [1.6122810969807195, -0.3727832897980665] User Vector: [-0.2238058288548294, 0.6774372655807613] Predicted: -0.6133751997517463 Movie Vector: [0.22424863452830315, -1.3675217523046934] User Vector: [0.06090217677819268, -0.2671867118157172] Predicted: 0.37904087031706973 Movie Vector: [1.6941483455375017, -1.3498990523089862] User Vector: [1.6363022620894205, -1.1598473199433768] Predicted: 4.337815568132745 Movie Vector: [1.059765266776891, -0.3765257543688774] User Vector: [0.7760594704543452, -0.904449955292573] Predicted: 1.1629895734462155 Movie Vector: [0.8779521814905906, -0.6929293150934586] User Vector: [2.161810098393186, -0.44922166043761347] Predicted: 2.209244749344868 Movie Vector: [2.7783665853184036, 0.677927943603148] User Vector: [1.380688407655641, -0.17941308948228576] Predicted: 3.7144293897586937 Movie Vector: [1.1924393469415606, -0.4759741326827303] User Vector: [2.236301923351369, 0.9372580087640433] Predicted: 2.220543837223854 Movie Vector: [0.7666988264182667, -0.10785470789881983] User Vector: [1.761386837051608, -0.5287807466030104] Predicted: 1.407484713803438 Movie Vector: [1.5567386078374579, -1.0722247916021275] User Vector: [0.5318121929520014, 0.7729247102872654] Predicted: -0.000856463524813611 Movie Vector: [-0.9247175874048892, 0.9733284401374744] User Vector: [1.6808760206831974, -1.1091212655474763] Predicted: -2.6338748898915236 Movie Vector: [1.8384635321225, -1.1416032844051214] User Vector: [0.9603846824826575, 0.8710935044185821] Predicted: 0.7711890098851917 Movie Vector: [2.0212008033201045, -0.8778178272653412] User Vector: [0.7254653910760398, -1.079238097507192] Predicted: 2.413685673079569 Movie Vector: [2.266388600999573, 0.3813755517248792] User Vector: [1.3076536021640575, -0.9505414892841587] Predicted: 2.6011379330875157 Movie Vector: [1.2651586248139437, -0.8428038258428039] User Vector: [-0.8811693109571115, 0.6216596871151033] Predicted: -1.638756116351599 Movie Vector: [1.7174297773762732, -1.051974580519733] User Vector: [0.9608020862320904, -0.2768698271753573] Predicted: 1.9413701333616054 Movie Vector: [2.225703790235033, 0.5429887118531177] User Vector: [1.5943031310459999, -0.2720204140388801] Predicted: 3.400742507335939 Movie Vector: [0.9180158956975091, 0.2487168989943082] User Vector: [-0.39519880893331805, -1.312292435406675] Predicted: -0.6891880936695454 Movie Vector: [2.2306056552141476, -0.3052832702726862] User Vector: [1.7305115111194826, 0.13545553647197842] Predicted: 3.8187364539655917 Movie Vector: [2.470276248734341, 0.1319593082017231] User Vector: [1.6834469119038085, 0.18238551331904485] Predicted: 4.182646388644748 Movie Vector: [1.9035631160898443, -0.9572502814085533] User Vector: [1.5083066036503132, 0.36670263863155284] Predicted: 2.520130614440167 Movie Vector: [2.2351165142963256, -0.18642960756504615] User Vector: [-0.3785946505676776, -0.5849427473764577] Predicted: -0.7371525088666501 Movie Vector: [1.637578588098007, -0.7508266099307768] User Vector: [1.0438580196435077, -0.45317657917027054] Predicted: 2.0496565766210373 Movie Vector: [1.9439296639069947, 0.2852350100561817] User Vector: [1.7774279015773367, -0.8774271609636679] Predicted: 3.2049218782511084 Movie Vector: [1.7123908165965709, -0.286701306974159] User Vector: [0.9997956414827479, 0.6265531726447511] Predicted: 1.532407261462279 Movie Vector: [2.599820042812193, 0.0952667474747262] User Vector: [1.9794241206671748, -0.09582113041286948] Predicted: 5.137017934702636 Movie Vector: [-0.037517950390180854, 0.27453227267273134] User Vector: [1.9443365973542217, -0.41945898042442] Predicted: -0.1881025511902515 Movie Vector: [1.525892155855679, 0.021506044520433046] User Vector: [1.7672128539748928, -0.22499644281483822] Predicted: 2.6917374480915015 Movie Vector: [0.9856181364948092, 0.6721580890851186] User Vector: [0.9634851084741022, -0.7868944577216089] Predicted: 0.4207109221409163 Movie Vector: [2.2968489089118678, 0.2730527375763548] User Vector: [1.7487326526267495, -0.668501488164868] Predicted: 3.834038523747022 Movie Vector: [2.5325650238848945, -0.5664535623823902] User Vector: [0.9372943925580797, -0.9384119266145406] Predicted: 2.905325774488959 Movie Vector: [1.9106107878412293, -0.10157535575575688] User Vector: [2.0610370287757545, 0.8591092096858167] Predicted: 3.8505752577123067 Movie Vector: [2.4564398512822936, 0.1304602657110252] User Vector: [2.004932210550234, 0.2621954740719841] Predicted: 4.959201472330756 Movie Vector: [1.1782442618027624, -0.25363196670400817] User Vector: [1.7242159875396792, -1.1215592194999018] Predicted: 2.3160108640439825 Movie Vector: [0.9376811981201172, 1.5180110931396484] User Vector: [1.497939895582752, -0.2896702181048498] Predicted: 0.9648674715666149 Movie Vector: [2.05521765071053, -0.3249867834697201] User Vector: [1.933674253298359, -0.7445326094810407] Predicted: 4.216084714046853 Movie Vector: [-0.6267994553842767, -0.9684477106436208] User Vector: [0.9506207344218256, -0.15387224004733357] Predicted: -0.4468313400071556 Movie Vector: [0.11163948613302721, 1.7275940450350087] User Vector: [1.488049868299951, -0.9061585657208114] Predicted: -1.3993490193594131 Movie Vector: [1.8865316358935722, -0.2299060092230149] User Vector: [1.4340683261682026, -0.6415217806484198] Predicted: 2.8529049777677766 Movie Vector: [1.44398775556625, -0.81419989000815] User Vector: [1.1387374985929752, 0.3668670111086362] Predicted: 1.3456199246801257 Movie Vector: [0.7387560623617291, 0.05122883256442103] User Vector: [1.2157168497232675, -0.2687518991672238] Predicted: 0.8843503468045592 Movie Vector: [1.9415126301032033, 0.06717050635240757] User Vector: [1.795208532743581, -0.054099747859845546] Predicted: 3.481786132533419 Movie Vector: [1.975278953747541, 0.007943671712241649] User Vector: [1.9047730058212262, 0.5130949217427151] Predicted: 3.766533887680653 Movie Vector: [1.983376218152996, 0.06590892057187378] User Vector: [1.6933687050477548, -0.6673646747096893] Predicted: 3.314601932818337 Movie Vector: [2.7242589285324548, 0.6116089495936343] User Vector: [1.6901624114644962, -0.22290922009608247] Predicted: 4.4681067661443965 Movie Vector: [1.1702452296100458, -0.48527592418020277] User Vector: [0.9909521443213094, 0.6300405299117369] Predicted: 0.8539135192399552 Movie Vector: [1.3541314144025631, -0.3861945391631488] User Vector: [1.4465557997497627, -0.643043591977629] Predicted: 2.207166574792993 Movie Vector: [1.9159401938373346, 0.23476269398495445] User Vector: [1.2192144900329605, -1.3601439229931767] Predicted: 2.0166309947938945 Movie Vector: [0.240250629546147, -0.7234165797258838] User Vector: [2.261820319791034, -0.07621516101839013] Predicted: 0.5985390668572447 Movie Vector: [1.7183592334799553, -0.19842972158284974] User Vector: [0.4837885016765153, -0.620667884777698] Predicted: 0.9544813944791278 Movie Vector: [2.310504852145866, -0.3758895143253398] User Vector: [0.6650556332176238, -0.03369488640803908] Predicted: 1.5492798219834267 Movie Vector: [1.849672985435781, -1.090082485035363] User Vector: [2.124764569451001, 0.9843662267892354] Predicted: 2.857079241841311 Movie Vector: [2.072987529779803, -0.9548583157958715] User Vector: [1.7620314259549656, 0.5564967861465535] Predicted: 3.121293589119055 Movie Vector: [2.4828685159561688, -0.24097311940847257] User Vector: [1.5225396490304868, -1.204554297103539] Predicted: 4.0705309653426704 Movie Vector: [1.5615634996373469, -0.04386697305312366] User Vector: [0.8697470817110793, -1.141900372318965] Predicted: 1.4082570095779903 Movie Vector: [0.5881337336786558, 0.5454987126140918] User Vector: [1.6263883721522954, -1.2146332644739122] Predicted: 0.29395298365670997 Movie Vector: [1.5852840241623192, -1.14013057539657] User Vector: [1.5131060681536161, -0.18391832405378106] Predicted: 2.608393781336399 Movie Vector: [-0.9083690156638241, -0.5626538414143365] User Vector: [-1.935970903956651, 0.557015195548249] Predicted: 1.4451692448795268 Movie Vector: [2.217960435398661, -0.554152892213169] User Vector: [2.1376334734331883, -0.4809545060621736] Predicted: 5.007708800015935 Movie Vector: [2.1886990231156584, -0.3667060002628726] User Vector: [2.0042496543131505, -0.21958247899103997] Predicted: 4.4672214730737 Movie Vector: [2.2489826891066707, 0.06693605909876396] User Vector: [1.7746463618092054, 0.7837031259381059] Predicted: 4.043606945748715 Movie Vector: [-1.1139202117919922, 0.39994239807128906] User Vector: [1.7526547206919876, 0.313268050997201] Predicted: -1.8270283421165143 Movie Vector: [-0.5742139740679797, 0.7420496269355422] User Vector: [1.8142479620730076, -0.4161246948337976] Predicted: -1.3505517068067607 Movie Vector: [1.929688375684913, -0.6843716702559172] User Vector: [1.9623541561687408, -0.23182463106360204] Predicted: 3.9453862141032547 Movie Vector: [2.5981826505356307, 0.04312153282034006] User Vector: [2.0137910074624963, 0.07742607592642642] Predicted: 5.235535588467938 Movie Vector: [2.0941888428457083, 0.5710170649117996] User Vector: [1.3750320596130414, -0.4147005500478162] Predicted: 2.6427757068911735 Movie Vector: [2.3516289820443723, 0.2524321623259966] User Vector: [1.9257100414474593, -0.22276257094055954] Predicted: 4.472323107013891 Movie Vector: [2.0182015821567187, -0.5884992689640273] User Vector: [0.507948154532472, 0.03930512021475009] Predicted: 1.0020107346180969 Movie Vector: [2.388601879647149, 0.2379776233855438] User Vector: [1.893221345332873, -0.8450492669449485] Predicted: 4.32104924785895 Movie Vector: [1.1001697704170732, 0.18717192628075385] User Vector: [2.42212383750706, -0.3144271214083915] Predicted: 2.6058954962429417 Movie Vector: [1.1943017823517517, -0.6568130634226286] User Vector: [2.2225464129955914, -0.7588494122664203] Predicted: 3.152813349547296 Movie Vector: [1.5276344185590864, -0.8368000750713073] User Vector: [1.9165875173652323, 0.23974432188164335] Predicted: 2.7272269911593607 Movie Vector: [2.244629738912762, 0.5616600765837771] User Vector: [0.03835411503381089, 0.6168220003400422] Predicted: 0.4325350791641197 Movie Vector: [1.8555279462462297, -1.0768918716137148] User Vector: [2.0770344614804856, -0.22451471601332554] Predicted: 4.095773561325942 Movie Vector: [0.8298730252725443, -0.39124006435008635] User Vector: [1.2528055322379128, -0.26617999484943916] Predicted: 1.143809795430057 Movie Vector: [1.858841193202851, 0.16382277747477153] User Vector: [1.6983516390029314, -0.5398218259828428] Predicted: 3.0685308762482144 Movie Vector: [1.9594030501118012, 0.07535686031699948] User Vector: [1.4799656910352168, -0.8680552091218664] Predicted: 2.8344353739339834 Movie Vector: [1.9805470020217684, -0.294565331254109] User Vector: [2.1561237227262264, 0.17668527871208212] Predicted: 4.218259017381893 Movie Vector: [1.2411793344193913, -0.4670685637893618] User Vector: [1.4494790456741202, -1.1463020867898743] Predicted: 2.334465106510354 Movie Vector: [1.6692737685137933, -1.33226740064896] User Vector: [-0.1450072073203148, 0.9636231946894545] Predicted: -1.525860496219209 Movie Vector: [1.5219864321600145, -0.702812962182061] User Vector: [1.6731999289026658, -0.5395078160661047] Predicted: 2.9257606764107518 Movie Vector: [2.2568325635907533, -0.2959717689516491] User Vector: [2.240027275308468, -0.83145981029348] Predicted: 5.301455129112385 Movie Vector: [1.8825290355306383, -0.7589767803277545] User Vector: [-0.3469166741657881, 1.4800141984392128] Predicted: -1.7763771231975736 Movie Vector: [0.5342697799706984, -0.5522525756778608] User Vector: [0.8040495336683493, 0.5119739453402059] Predicted: 0.14684043744444658 Movie Vector: [1.7049620391508404, 1.0470586772529367] User Vector: [-0.5032107308183769, 0.3698770796986734] Predicted: -0.47067218792321247 Movie Vector: [1.0291045724093077, 0.5193668053321109] User Vector: [1.6523155166464667, -0.3127856969661673] Predicted: 1.5379549450568304 Movie Vector: [2.000309937894521, 0.09494989985031549] User Vector: [2.263611336315904, -0.841616841407793] Predicted: 4.44801281675939 Movie Vector: [0.6137615719483768, 0.249687842752843] User Vector: [1.7413230104577164, 0.3569241039248612] Predicted: 1.1578767577038978 Movie Vector: [2.2367509761444464, -0.37197049759917783] User Vector: [-0.22181708720769147, -0.1899906623873479] Predicted: -0.4254786651099025 Movie Vector: [1.9464226139777672, -0.163369142984058] User Vector: [1.679529482050888, -0.3788600602213628] Predicted: 3.3309682080554674 Movie Vector: [0.923334533219236, -0.3899751746605789] User Vector: [1.6109730884967912, -0.042019045975520086] Predicted: 1.50385346948931 Movie Vector: [2.038055711533231, -0.3544699568715189] User Vector: [1.7320189268930213, -0.4347221258408547] Predicted: 3.6840469996358824 Movie Vector: [0.7826920418173717, -0.8470082507228798] User Vector: [0.7453776662372861, 0.4534918445057537] Predicted: 0.19928983358041819 Movie Vector: [0.9815386192784246, -0.32514404023409593] User Vector: [1.8529264268447094, -0.26175744884734164] Predicted: 1.9038277211092551 Movie Vector: [1.7767413158793608, -0.3076657342937561] User Vector: [-0.3469801037724154, 0.041920843434022345] Predicted: -0.6293914932379006 Movie Vector: [1.1192620677094636, -0.8113695164480306] User Vector: [1.6599585591295993, -0.6974481165487154] Predicted: 2.423816790275138 Movie Vector: [1.0790036294817118, -0.6174465354485703] User Vector: [1.6714372158747306, 0.05309457107706848] Predicted: 1.770703763416978 Movie Vector: [0.7989354591728003, -0.45948293391556944] User Vector: [1.4552234676631182, -0.8351650839302491] Predicted: 1.5463737324045816 Movie Vector: [-0.6723727319734609, 0.6459641583353605] User Vector: [0.8513520334786814, 0.10322001417738651] Predicted: -0.5057494630397629 Movie Vector: [2.462278768596532, -0.10277309256863504] User Vector: [1.986252605883147, 0.07696902642404489] Predicted: 4.882797275658012 Movie Vector: [-0.45654415349887767, 1.3525683968195255] User Vector: [1.869244333132171, -0.654174884379893] Predicted: -1.7382088463577114 Movie Vector: [1.9840873360273525, -0.6862936209702944] User Vector: [1.422353048108277, -0.23487115452945687] Predicted: 2.9832632452150305 Movie Vector: [0.12955847877969956, 0.03577112135535254] User Vector: [0.1647637112513876, -0.1369185110531512] Predicted: 0.016448807113151 Movie Vector: [2.1426614037370175, -0.9328534375828987] User Vector: [2.1744499071080727, -0.526276423454147] Predicted: 5.150048661058045 Movie Vector: [2.4810546185836744, -0.8617643043382179] User Vector: [1.887667366687282, -0.14433486355636263] Predicted: 4.807788471753565 Movie Vector: [2.1342263168793396, 0.16879259351507372] User Vector: [1.3813448355875417, 0.838802164224275] Predicted: 3.089686093541768 Movie Vector: [0.4307418962299958, -0.04374235455772729] User Vector: [1.8224261125950427, -0.6848693759213068] Predicted: 0.8149530785455278 Movie Vector: [2.0222838227668363, 0.10538391897006869] User Vector: [1.3235085340177783, -0.852428868985756] Predicted: 2.586677602781062 Movie Vector: [2.245500278263655, 0.06539818861244928] User Vector: [2.128439821698046, -0.6136540845577529] Predicted: 4.739280346325699 Movie Vector: [1.4225620990891599, -0.4926071400287378] User Vector: [0.34672690077015106, -0.0012083483135339676] Predicted: 0.49383578877715345 Movie Vector: [-1.1309425259539316, -0.4986152615448115] User Vector: [1.452588407039156, -0.2386126501648641] Predicted: -1.5238180932584064 Movie Vector: [2.460120773984313, 0.13094163922969065] User Vector: [1.6636217409652256, -1.0444358448888238] Predicted: 3.9559502634005117 Movie Vector: [0.8911194716889621, 0.4473914772911736] User Vector: [1.79047200107171, -1.244649541128828] Predicted: 1.0386788667534932 Movie Vector: [0.2414255505977097, 0.21435475162024736] User Vector: [-1.127533368463305, 0.43208187658210595] Predicted: -0.179596560964176 Movie Vector: [2.873257428603215, 0.1546235576959635] User Vector: [1.6167503518208015, -0.6807876166658045] Predicted: 4.540074155241757 Movie Vector: [0.27770780804570794, -0.023633693007683254] User Vector: [0.9982917325823888, -0.6982192251370942] Predicted: 0.2937349076645598 Movie Vector: [2.4801338792055896, -0.48707876675072437] User Vector: [1.5058640535803596, -0.2361397034453986] Predicted: 3.8497630922975774 Movie Vector: [1.2028344366027357, 0.5637412823313264] User Vector: [1.3902152278658102, -1.3391909757058966] Predicted: 0.9172415124355333 Movie Vector: [2.046500580961711, 0.43356294240602067] User Vector: [0.8179916397151785, 1.0432240831542967] Predicted: 2.1263236689801355 Movie Vector: [1.9952904514309373, 0.013334234160594859] User Vector: [1.815302029578337, 0.35054050292712213] Predicted: 3.62672899522966 Movie Vector: [2.1168967913535788, -0.24094597688024957] User Vector: [1.932887208825881, 0.6506286931464117] Predicted: 3.9349563643553997 Movie Vector: [1.7394466711724998, -0.7176236756085025] User Vector: [1.9389540990532752, -0.3800733136742803] Predicted: 3.645456861514133 Movie Vector: [2.3923935485032004, -0.15827089772733066] User Vector: [1.8479011198349549, -0.7597852232565511] Predicted: 4.54115860672976 Movie Vector: [0.8384983414041323, -1.2692958364798201] User Vector: [0.7489684546937649, 0.1755613093089461] Predicted: 0.40516956807194676 Movie Vector: [0.8508234893141563, -0.47857527186633714] User Vector: [0.32597590948677485, -1.4610358660887526] Predicted: 0.9765635975617875 Movie Vector: [1.4816775779611657, -0.768109089722257] User Vector: [1.8930933950608266, -0.08164411173559977] Predicted: 2.8676656207944196 Movie Vector: [0.144804037531364, -0.9747693927557209] User Vector: [1.6652898754195964, -0.668297753030774] Predicted: 0.89257689252268 Movie Vector: [2.38337314108063, -0.10583075467630887] User Vector: [2.045807572017851, 0.2841663403702973] Predicted: 4.845849280711729 Movie Vector: [2.217443781928219, -1.0521659743753278] User Vector: [2.4116314369064105, 0.49877185675002544] Predicted: 4.822866357422354 Movie Vector:
avg loss: 12.763001163766212: 48%|█████████████████████▌ | 33453/70000 [00:53<00:54, 672.06it/s]
[1.6069894876136877, 0.44143223930987663] User Vector: [1.6463103218695276, -0.5473398189262886] Predicted: 2.4039899386621433 Movie Vector: [0.8948608308137325, 0.33539942550397595] User Vector: [1.700994842377748, -0.01238857130072307] Predicted: 1.517998538162948 Movie Vector: [1.511747943836383, 0.9872304950480303] User Vector: [1.6240417010868031, 0.2543223609520538] Predicted: 2.7062164926269965 Movie Vector: [1.395121064741348, -0.7890121693330454] User Vector: [1.9512794831352116, 1.0233633741249006] Predicted: 1.9148249542852707 Movie Vector: [-0.740320161658394, -0.22473538517615005] User Vector: [-0.0012515559397723412, 0.11908089874777227] Predicted: -0.02583513955154594 Movie Vector: [0.35260880032416075, 0.6960189525380418] User Vector: [1.2661665270587452, -0.35725061035210337] Predicted: 0.19780826450594607 Movie Vector: [2.1549939754527885, -0.4051732811570434] User Vector: [1.8790901021940194, -1.1344709663669352] Predicted: 4.5090851733813695 Movie Vector: [1.9326351791970717, 0.3024397759892178] User Vector: [2.3036006482506517, -1.1820558976139672] Predicted: 4.094518930749286 Movie Vector: [-0.41093944279059774, 0.07742534537706108] User Vector: [-1.0262050187515492, -0.21588128077111696] Predicted: 0.40499343587053055 Movie Vector: [2.4966558296357086, 0.3718925094676143] User Vector: [1.7120560561536284, 0.311799174913151] Predicted: 4.39037051086746 Movie Vector: [1.3869638930167685, -0.715942833598267] User Vector: [1.437306766083663, 0.3920033539742026] Predicted: 1.7128405957224238 Movie Vector: [0.5458440571045375, -0.6150376950520907] User Vector: [2.056723787177077, -0.22837426770961897] Predicted: 1.2631092395574783 Movie Vector: [0.7796440279276381, -0.9862224861286495] User Vector: [-0.6365799255597134, -1.119020993357983] Predicted: 0.6072979288384102 Movie Vector: [1.9093031355859686, -0.23671472909596314] User Vector: [1.7805476319618552, 0.3220014237383042] Predicted: 3.3233826969762146 Movie Vector: [1.9407270770636118, -0.8097619756862224] User Vector: [1.0246719101002675, -0.1425951312761264] Predicted: 2.1040766362634726 Movie Vector: [0.33926752485837763, 1.588978329605486] User Vector: [1.3490736606946268, -0.8388341214030487] Predicted: -0.875192359327605 Movie Vector: [2.2310149927376024, 0.40708884630307857] User Vector: [1.0018678746862295, -0.20439680558616452] Predicted: 2.151974589393029 Movie Vector: [2.270471952456742, 0.05819856299437198] User Vector: [1.6295700102490098, -0.23424365747247816] Predicted: 3.6862603585795783 Movie Vector: [2.4283908481111878, 0.11172567761751209] User Vector: [1.3960874410169573, 0.45980767089408936] Predicted: 3.4416182885329185 Movie Vector: [2.1254977205107473, 0.4633260673176921] User Vector: [1.796870646150158, -0.25328408954623194] Predicted: 3.7018913413212364 Movie Vector: [1.7454278418202014, -0.6998023059912118] User Vector: [2.028276251127863, -0.21750086423778786] Predicted: 3.69241744596996 Movie Vector: [1.6953364451647972, -0.5135682644446155] User Vector: [-0.23692933593482174, 0.5334069640606179] Predicted: -0.6756158269142797 Movie Vector: [0.7861824867631722, 0.39759025015644944] User Vector: [1.7440471417796943, 0.09620118817427556] Predicted: 1.4093879734281207 Movie Vector: [2.0171746066270044, 0.4306531538420523] User Vector: [1.8030778418831401, 0.4987424066242937] Predicted: 3.8519078267860185 Movie Vector: [1.4368569161541924, -0.5342521972536988] User Vector: [1.2482186310353094, 0.11814742096076584] Predicted: 1.7303910536274556 Movie Vector: [1.5503510540573828, 0.11615825354498699] User Vector: [0.02315529723131482, -0.02217288755549146] Predicted: 0.033323275575085666 Movie Vector: [2.105879917676911, -0.9179804869429325] User Vector: [2.154784894167396, -0.6128868078688845] Predicted: 5.100336365869065 Movie Vector: [2.8582403450636367, 0.6675487748312521] User Vector: [1.7849630743898266, 0.3414649212921343] Predicted: 5.329797963526242 Movie Vector: [2.536882506618515, -1.005988070529347] User Vector: [1.8599148856812469, -0.5255829873421527] Predicted: 5.247115752623513 Movie Vector: [1.4696821242381541, -1.3412749153607129] User Vector: [1.6964701035359093, -1.1247649956747787] Predicted: 4.001890859845558 Movie Vector: [2.4988591058782017, -0.3756935373268201] User Vector: [1.290114758144615, -0.3341837245952542] Predicted: 3.349365676627768 Movie Vector: [1.040052290317418, 0.38049558099482306] User Vector: [1.866595353184223, 0.26712878391746486] Predicted: 2.0429980940122174 Movie Vector: [2.4985412101610223, 0.10016951294585728] User Vector: [1.3761971023255979, 0.2329741976168324] Predicted: 3.4618220853689214 Movie Vector: [1.2224287969969785, 1.6129633723081955] User Vector: [1.4833280168101266, 0.30652565182467933] Predicted: 2.3076775322072196 Movie Vector: [1.058045376109597, 0.09574122053956902] User Vector: [0.44653822245036207, -1.5257605642918721] Predicted: 0.3263795228433588 Movie Vector: [1.6134773512746645, -0.4883089473066584] User Vector: [1.4398767381132982, 0.32408581264821024] Predicted: 2.1649545035617774 Movie Vector: [2.1908119004845714, 0.20315339088380158] User Vector: [0.2593843311007777, -0.6260244034332147] Predicted: 0.4410832990413476 Movie Vector: [1.9262757081437134, 0.9281438944181964] User Vector: [0.9458922272226319, -0.3372257795060477] Predicted: 1.5090551715319545 Movie Vector: [1.614969129684501, 0.4108265933561399] User Vector: [1.9844458228578472, -0.565643892166954] Predicted: 2.9724371901751234 Movie Vector: [2.340440345490672, 0.523412331014201] User Vector: [1.4851529610652188, 0.007269208352685491] Predicted: 3.4797167025904825 Movie Vector: [2.214924390618701, 0.9508290209268041] User Vector: [-1.1311086466003226, 0.5809001985589952] Predicted: -1.9529833627427275 Movie Vector: [1.722386216425977, -0.7669630352923875] User Vector: [1.9036129724832558, 0.2088321587614209] Predicted: 3.118590198864521 Movie Vector: [0.34315375611831733, -0.7221766257418221] User Vector: [1.7974798373465548, -0.1130093163877712] Predicted: 0.698424644518723 Movie Vector: [1.9244694345503888, -0.09579860800431396] User Vector: [1.7702331548340902, 0.783571776468707] Predicted: 3.3316945130487428 Movie Vector: [1.282757891377227, -0.3098652180061591] User Vector: [1.2454720546672584, -0.12400013883089148] Predicted: 1.636062436665863 Movie Vector: [1.9397274149399615, 0.6324099319707492] User Vector: [-0.1370930040391123, 0.2435687820210959] Predicted: -0.1118877414629815 Movie Vector: [-0.0002319548282400663, 0.5427700281154405] User Vector: [2.3595960605912625, -0.6679453191987889] Predicted: -0.3630880193800539 Movie Vector: [1.468326166547434, 0.7072714570006686] User Vector: [0.45775728759304735, 0.031463579297308863] Predicted: 0.6943902948727142 Movie Vector: [2.2366669296720487, -1.0481902569642672] User Vector: [1.8148601570733771, 0.25026240461852717] Predicted: 3.796915081099853 Movie Vector: [0.24752244743715418, -1.269729480255145] User Vector: [1.1714679716106697, -0.3625543503131842] Predicted: 0.7503105662147128 Movie Vector: [1.1788294824346235, -0.5460069153314924] User Vector: [0.5262227107751686, -1.5185500132677374] Predicted: 1.4494656543093507 Movie Vector: [1.3178101901444417, 1.2507221672029885] User Vector: [2.085058943327399, 0.7130401854174515] Predicted: 3.6395270885767843 Movie Vector: [2.4124370014044816, -0.8565176625898351] User Vector: [1.6980066612377338, -1.148206732107931] Predicted: 5.079793444556191 Movie Vector: [1.5242560945612524, -0.3249958381150741] User Vector: [1.5226313975918533, -0.23943267779298485] Predicted: 2.3986948113411675 Movie Vector: [1.3498164411772458, -0.5529828393706457] User Vector: [1.845395896510382, 0.7019329939915929] Predicted: 2.102788821525327 Movie Vector: [1.5200607535515356, -0.11640340254386544] User Vector: [1.6225802997698109, 0.12973128373531598] Predicted: 2.4513194703228005 Movie Vector: [1.4855981460604202, -0.9643071412872568] User Vector: [1.0446083765496847, -0.702160898049975] Predicted: 2.2289670358836613 Movie Vector: [2.2456091465810744, 0.5774111947254528] User Vector: [1.792346458703326, 0.6441676136674148] Predicted: 4.396859192917533 Movie Vector: [2.4178117617278474, -0.5143745397321265] User Vector: [1.7845953582487053, -0.4105796154703415] Predicted: 4.526007347829591 Movie Vector: [2.0137179758527526, 1.0541620178410986] User Vector: [1.5059518976826192, -0.6809694692237456] Predicted: 2.3147102573679694 Movie Vector: [2.059104530772818, -0.8046598442836586] User Vector: [1.962449264239825, -0.6866015996495389] Predicted: 4.593368907666917 Movie Vector: [2.171583905355393, -1.0571649617655439] User Vector: [2.1678846448616613, -0.8799610510532331] Predicted: 5.638007394340534 Movie Vector: [1.3821801347268134, 0.7634171199329614] User Vector: [2.2622095544143397, -0.07403782204285013] Predicted: 3.0702593658306347 Movie Vector: [-0.07054180103729302, -1.6385883167337645] User Vector: [2.009682169245662, -1.0113239021978453] Predicted: 1.5153769308438667 Movie Vector: [1.8819276200109534, -0.901224013123331] User Vector: [1.5345375921376188, -0.4140483227265544] Predicted: 3.2610389696234976 Movie Vector: [1.7953049554829545, -0.21930238207990702] User Vector: [1.8971851698864657, -1.0774692492782658] Predicted: 3.6423175099505154 Movie Vector: [1.8072772003986117, -0.5381036634577754] User Vector: [1.9313906021214045, 0.24941567220561559] Predicted: 3.3563467133405354 Movie Vector: [1.0043036673356438, 0.2545474397579441] User Vector: [0.1397725015868663, -0.267992756453972] Predicted: 0.07215716590733408 Movie Vector: [1.2094776630055533, -1.0896426923782776] User Vector: [1.400322616201598, -0.9729169184947432] Predicted: 2.7537907358263203 Movie Vector: [2.2264455165735515, -0.284692616850779] User Vector: [1.7617250344508302, -0.5156359556361028] Predicted: 4.069182553940831 Movie Vector: [1.415783873807857, -0.10365855216626721] User Vector: [1.4137229234465374, -0.9849895241423638] Predicted: 2.1036287050196454 Movie Vector: [0.10771130654930867, 0.7073164657105692] User Vector: [1.3742223510096028, -0.2769613392507047] Predicted: -0.047880030700767406 Movie Vector: [1.3802802723946497, -0.039605949880077915] User Vector: [1.7893049902687646, -0.808418785149453] Predicted: 2.5017605732520187 Movie Vector: [1.9588869074782012, 0.19328765480660076] User Vector: [1.4459207885170606, -0.31800976743119425] Predicted: 2.7709279397242588 Movie Vector: [2.0335321524184184, -0.46403048085802484] User Vector: [1.1255606452828597, 0.4727989199297799] Predicted: 2.0694706515153474 Movie Vector: [1.490407655845454, -0.7390383914996008] User Vector: [0.9796847847164942, -0.7317893066718185] Predicted: 2.0009500955761172 Movie Vector: [1.2017534874917093, -0.3072167213379892] User Vector: [1.6739615257689129, -0.060852049374043836] Predicted: 2.030383868615125 Movie Vector: [1.5643404838953907, -0.5221855172915459] User Vector: [0.5851864394433373, -0.2577462242608321] Predicted: 1.0500221832933965 Movie Vector: [1.4377797480946457, 0.9349744656300383] User Vector: [1.8898102138440886, -0.2552929348482017] Predicted: 2.478438477868621 Movie Vector: [1.129716787575654, 0.2815301627578071] User Vector: [0.8230077538403512, 0.6713297773678016] Predicted: 1.1187652573048958 Movie Vector: [1.617430490311545, 0.41012501027986187] User Vector: [1.8978322452466518, -0.9032021842256456] Predicted: 2.6991859338680158 Movie Vector: [0.7697826264972917, -0.12875211705865502] User Vector: [-1.179515962902968, -0.27037434237406477] Predicted: -0.8731596269399262 Movie Vector: [2.0555105357903987, 0.016647190283444732] User Vector: [2.3595609567885876, -0.5858030671512763] Predicted: 4.840350431391122 Movie Vector: [1.999185449591414, -0.8876333130142532] User Vector: [1.646356874593263, -0.02738243489251649] Predicted: 3.3156782699236893 Movie Vector: [-0.03966331481933594, 0.05663871765136719] User Vector: [0.6200839790754011, 0.8544534550816784] Predicted: 0.023800561912112182 Movie Vector: [1.4883435795980515, 0.08111622160352222] User Vector: [1.1971862767242643, -0.42166186636684966] Predicted: 1.7476208911514868 Movie Vector: [1.1563210047633428, -0.34983503209710914] User Vector: [1.975934261184202, -0.28962846484532123] Predicted: 2.386136473534229 Movie Vector: [2.831749871652988, 0.6624811252266514] User Vector: [1.9864489117726016, -0.5651343330800885] Predicted: 5.250735622074171 Movie Vector: [0.18798911634674056, 0.1991171666667928] User Vector: [-0.520816465036805, -0.5350569390490731] Predicted: -0.20444684874996039 Movie Vector: [1.6831286659397298, -0.706584233839976] User Vector: [2.1438257805663934, 0.599241263088073] Predicted: 3.184920197287528 Movie Vector: [2.2008439263943584, 0.37028540923074693] User Vector: [2.4203276018106736, 0.6037649728416029] Predicted: 5.550328662377488 Movie Vector: [1.8647740806529725, -0.7126003210915823] User Vector: [-0.28765141786635406, 1.634868081406689] Predicted: -1.70141242805304 Movie Vector: [0.5088423313232543, -0.5728516384729581] User Vector: [0.7732336305491736, -0.541279234760505] Predicted: 0.7035266997301296 Movie Vector: [1.0364469109219205, 0.9518589307831837] User Vector: [1.4708309845435228, -0.9891707689212118] Predicted: 0.5828871999510569 Movie Vector: [1.3915163756743625, -0.14259039752678807] User Vector: [1.8379323306870186, -0.41604525396455516] Predicted: 2.6168369936842732 Movie Vector: [2.645927732743755, -0.24499827733072396] User Vector: [1.61054832622622, -1.139326558755884] Predicted: 4.540527525498325 Movie Vector: [2.2760551411044365, 0.2882134498181059] User Vector: [1.800941907437666, 0.025072212597284843] Predicted: 4.106269236141166 Movie Vector: [1.3095642315026854, 0.8505301917496255] User Vector: [1.6263243762863269, 0.016946767587277145] Predicted: 2.144189969491031 Movie Vector: [0.7735326617636629, -1.122954868102909] User Vector: [1.7334975433079964, -0.2620845124925103] Predicted: 1.6352260479936471 Movie Vector: [1.8139256509375505, 0.3166104972286245] User Vector: [1.846402229961717, -0.10069553043354927] Predicted: 3.3173551049165866 Movie Vector: [1.883392212296639, -0.24140056509370345] User Vector: [1.707386370800583, -0.6542899620665992] Predicted: 3.373624160725254 Movie Vector: [2.0388582453924196, 0.17569909340459974] User Vector: [1.710330042591241, 0.10294103635626017] Predicted: 3.5052071564414446 Movie Vector: [1.165508713999537, 0.28823179787154996] User Vector: [0.10278186558581953, -0.6321234313213047] Predicted: -0.06240491310507108 Movie Vector: [-0.21683399001748632, -0.08666920483310153] User Vector: [1.4634415832931083, -0.4037834428829348] Predicted: -0.2823282877435162 Movie Vector: [1.7839819508318087, -0.44449621032509873] User Vector: [1.6177639588678125, -1.2541375128081258] Predicted: 3.443521074996147 Movie Vector: [2.4420437413269305, 0.52390963753618] User Vector: [1.6175827104313374, -0.5759920836645417] Predicted: 3.648439930311101 Movie Vector: [0.5044890902863, 1.0328792349352134] User Vector: [1.665256219548457, -1.1443922071689048] Predicted: -0.3419153521128345 Movie Vector: [2.458289028425875, 0.3534044705793267] User Vector: [0.987953862876686, -0.3952918956638279] Predicted: 2.288978218589345 Movie Vector: [0.8958112044430413, 0.3721411871523196] User Vector: [0.3221351315359694, -0.19385333900050647] Predicted: 0.21643144846556472 Movie Vector: [1.0783220417128674, 0.06088653267802119] User Vector: [1.773283900262223, 0.24242710791779204] Predicted: 1.9269316618955918 Movie Vector: [2.1409050220714683, 0.35533329658550344] User Vector: [1.8944213569065198, 0.21292510221088862] Predicted: 4.131435575415014 Movie Vector: [2.679227850857761, -0.26855529102549097] User Vector: [1.5509987945071362, 0.6004237551632223] Predicted: 3.994232190583855 Movie Vector: [2.149602541927185, 0.45992828920872364] User Vector: [0.43978070269155234, -1.1206326452132864] Predicted: 0.4299430610518913 Movie Vector: [0.6993673878346105, -1.580477261355791] User Vector: [2.3658241645755336, 0.5945949325134093] Predicted: 0.714836495500366 Movie Vector: [1.6140906852834953, -0.6101748199620407] User Vector: [1.1424617787353077, -0.24839601812765172] Predicted: 1.9956019109894017 Movie Vector: [1.3452246734622888, -1.2917544624268251] User Vector: [-0.3336123615884368, -0.14053813390215542] Predicted: -0.26724281857154003 Movie Vector: [-0.43657320204133504, -0.9992386861166022] User Vector: [1.5111764845771318, -0.22839740898854546] Predicted: -0.43151562985125624 Movie Vector: [0.3091735570388195, -0.08752006149472141] User Vector: [1.764670959138397, 0.592141231662811] Predicted: 0.4937653604312342 Movie Vector: [0.8215979430548864, 0.35219608818284565] User Vector: [2.2578395549265076, -0.0764514961648334] Predicted: 1.8281104161905988 Movie Vector: [2.0382273372305963, -0.5068276115807869] User Vector: [2.2181023318875996, -0.17696410039802668] Predicted: 4.610687101968513 Movie Vector: [2.2100417074336662, 0.019581644956338212] User Vector: [1.643057606531334, -0.9177166462044343] Predicted: 3.613255436613886 Movie Vector: [0.8868082861240502, -0.38902245976610605]
avg loss: 12.740283051790263: 48%|█████████████████████▌ | 33596/70000 [00:54<00:56, 639.76it/s]
User Vector: [1.4082363720990896, -0.5617422707119543] Predicted: 1.467366043505706 Movie Vector: [2.366809334898772, 0.04435047995859141] User Vector: [0.373091464505794, -0.40783193673850404] Predicted: 0.8649488188265726 Movie Vector: [0.4556953712446305, -0.6898837296112833] User Vector: [1.0724393492024717, -0.3552626306219245] Predicted: 0.7337955559771393 Movie Vector: [0.6102685607472913, 0.32893594490681455] User Vector: [2.0184049594609874, -0.9275056041400158] Predicted: 0.9266791573112896 Movie Vector: [2.465228523916469, -0.5610749516945245] User Vector: [2.000321760805747, -0.16081413749421647] Predicted: 5.021479046175508 Movie Vector: [0.7177909489569956, -0.04962766643000005] User Vector: [0.8223201953131938, -0.17261063269806937] Predicted: 0.5988202562421704 Movie Vector: [1.5995734334001352, -0.6579568455796577] User Vector: [1.7311258954188886, 0.018938459472751586] Predicted: 2.756602303128245 Movie Vector: [2.2400445702649803, 0.22946731437662968] User Vector: [2.392127381602135, -0.31953041963043965] Predicted: 5.285150165285813 Movie Vector: [2.5084670212966365, 0.1939588847959633] User Vector: [1.4488222916572997, -1.3117231710853343] Predicted: 3.379902574917017 Movie Vector: [2.0146614913961014, -0.5344644242430052] User Vector: [1.7475529398483682, -0.24013219486384232] Predicted: 3.6490697273586674 Movie Vector: [0.6877062197600434, -0.26318201397598906] User Vector: [2.1366714718119297, 0.17957839800102532] Predicted: 1.4221404562964188 Movie Vector: [2.310698901295078, 0.2571668782594837] User Vector: [1.8823645548516494, -0.8110890489534391] Predicted: 4.140992470022695 Movie Vector: [1.7909732090583086, -0.29315274720141266] User Vector: [1.382099555673799, -1.0589876598425412] Predicted: 2.785748418198402 Movie Vector: [1.5212904574507924, -0.6816194178288335] User Vector: [0.1487173835702072, 0.2724457110354219] Predicted: 0.040538049536478576 Movie Vector: [1.2245667940202907, -0.4500243026367587] User Vector: [1.429675949477376, -0.5794164823232589] Predicted: 2.0114851923331942 Movie Vector: [2.0649451763145237, 0.021330512306385455] User Vector: [0.42427660885414153, -1.4651306295826034] Predicted: 0.8448559499516695 Movie Vector: [1.1113463020383816, -0.3105138210438279] User Vector: [2.429306712150095, 0.49038502712634424] Predicted: 2.5475297025093444 Movie Vector: [1.6327670591725478, -0.04280358915148193] User Vector: [1.8031995901333626, -0.6063215261639496] Predicted: 2.970157629382815 Movie Vector: [1.6472739980978983, -0.44488030978092574] User Vector: [1.8851712759804333, -0.038731895937185734] Predicted: 3.1226246827465425 Movie Vector: [1.233066320444744, -0.47927052936831194] User Vector: [0.5153306187237494, -0.880402786295878] Predicted: 1.0573879392875694 Movie Vector: [2.1005732818178324, 0.49324726841543515] User Vector: [1.0620494070815694, -0.9663156217755418] Predicted: 1.7542800676180665 Movie Vector: [-0.3952366567032035, -0.7322950263197321] User Vector: [1.583813643424511, -0.1506492991671449] Predicted: -0.5156614767693698 Movie Vector: [1.3641628579780072, -0.005367106399145064] User Vector: [1.6706259780121329, -0.32901511464404715] Predicted: 2.280771767904556 Movie Vector: [2.3834623410001754, 0.2258139562354926] User Vector: [1.9979389767273197, -0.16027182652842492] Predicted: 4.725820695424519 Movie Vector: [2.551502674860822, 0.8600849395229022] User Vector: [1.4238473713529542, -0.23538803929146696] Predicted: 3.430496669062197 Movie Vector: [-0.05780895557036497, -2.5130117697403302] User Vector: [1.555585974976684, -0.04230151289072824] Predicted: 0.016377399258912365 Movie Vector: [1.474621444683087, 0.7077041578842771] User Vector: [-0.1642924312760995, 0.9777262621011479] Predicted: 0.4496717986027762 Movie Vector: [0.8441743095855975, -0.49523373545801186] User Vector: [1.523955248519455, -0.7612758512971067] Predicted: 1.6634933533101026 Movie Vector: [1.4122438640122799, 0.1093061271074204] User Vector: [1.5072487116641915, -0.12746284017073714] Predicted: 2.1146702751789928 Movie Vector: [2.5787364644811155, -0.6126800530863595] User Vector: [1.5747262544271252, -0.7910605943568182] Predicted: 4.545471060812058 Movie Vector: [2.154410787351218, -0.31112294271254437] User Vector: [1.7614627723070369, -0.3995256405254993] Predicted: 3.9192159911452698 Movie Vector: [1.4929510382257758, -0.7685952842501614] User Vector: [1.473059571248036, -0.007286359042688682] Predicted: 2.204806077462736 Movie Vector: [1.0521594567983505, -0.7291293872146088] User Vector: [1.5272388957192211, -0.3501728443976522] Predicted: 1.862220158376105 Movie Vector: [1.1628706844485408, -0.7622171482049974] User Vector: [1.4312682478607963, 0.14722746225117578] Predicted: 1.552160590604798 Movie Vector: [-0.640065608103096, -0.1122963863219887] User Vector: [2.209412256475565, -0.8274448109414477] Predicted: -1.3212497373418604 Movie Vector: [1.2057813858514796, -0.4011846584840193] User Vector: [1.479914228015514, -0.05097865550765155] Predicted: 1.8049048832976806 Movie Vector: [-0.15262786891533367, 1.1720777290324829] User Vector: [1.1895392674689607, -0.05330488149018255] Predicted: -0.24403430782825336 Movie Vector: [2.33338507159314, -0.8778219487035557] User Vector: [1.459300126178804, -0.0002027747031252405] Predicted: 3.405287129484652 Movie Vector: [2.1163254895026142, -0.225365211547895] User Vector: [1.6893443116224744, -1.1451312298499743] Predicted: 3.8332751690981306 Movie Vector: [2.0083505496766065, -0.28928602747203325] User Vector: [1.7809719560501431, -0.9164946829185932] Predicted: 3.8419451129126867 Movie Vector: [0.9604772843380956, -1.1119573868885992] User Vector: [0.9446818599156022, -1.0979815145835845] Predicted: 2.128254123183548 Movie Vector: [1.8632187662981508, -0.5308794886855968] User Vector: [1.8132650709032643, -1.3019053690863236] Predicted: 4.0696643650374895 Movie Vector: [1.8488389942686791, 0.2602675961855851] User Vector: [1.6546035827879202, -0.5019384785733351] Predicted: 2.92845730266364 Movie Vector: [0.25203661798796617, 0.6163692334848602] User Vector: [2.2325589849404643, -0.5050606668577549] Predicted: 0.2513827599285747 Movie Vector: [1.6728337474297446, -1.0305429543206386] User Vector: [1.0579300952772823, -0.9163713886170617] Predicted: 2.7141012438817356 Movie Vector: [0.8776183443746901, -0.8126764607071377] User Vector: [-0.6652145275641111, -0.9735657793956672] Predicted: 0.20738951953004992 Movie Vector: [1.8474850253578639, -0.08163073209402849] User Vector: [1.661416744593887, -0.6074593277604995] Predicted: 3.119029906158453 Movie Vector: [2.116292611343084, 0.5643507149238793] User Vector: [0.5781015669866875, -1.171856477924409] Predicted: 0.5620940337149664 Movie Vector: [1.3928452116152656, -0.19302114744117566] User Vector: [1.1728695669626388, -0.2860748839296215] Predicted: 1.6888442625433784 Movie Vector: [1.8965966104825072, -0.8423235228070728] User Vector: [1.7952562889213828, -0.9185522210869544] Predicted: 4.178595135263924 Movie Vector: [0.8325349715211251, 0.40014704119822986] User Vector: [1.439023278948623, 0.45494531756816453] Predicted: 1.380082227289618 Movie Vector: [1.10689365066268, -0.6504145639337321] User Vector: [1.9372476326425203, -0.4308885123408938] Predicted: 2.424583268191571 Movie Vector: [1.7122274735824228, -0.7680774804180446] User Vector: [0.9126393600888295, -0.46540840330833977] Predicted: 1.9201158995952303 Movie Vector: [2.5465504215577033, -0.291354935795925] User Vector: [1.4910884996043372, 0.6773278250480499] Predicted: 3.5997892422676 Movie Vector: [1.6535052322722645, -0.2288913387761707] User Vector: [2.4681044364825784, 1.1258415691804269] Predicted: 3.8233282154987593 Movie Vector: [2.244721194597297, -0.30417837848349555] User Vector: [0.0854681162033234, 0.16531618544518928] Predicted: 0.14156648267811017 Movie Vector: [1.5344037299023163, -0.6575963026334936] User Vector: [0.3273935389708943, -0.48029447091356037] Predicted: 0.8181937355909269 Movie Vector: [-0.29458602293156677, 2.4140410170687536] User Vector: [1.4395370811857318, -0.917537947392123] Predicted: -2.639041743330678 Movie Vector: [0.7928094389343082, -0.24888868342607448] User Vector: [1.4622479240848225, 0.46610793938229605] Predicted: 1.043274964909245 Movie Vector: [1.8265162137304018, -0.498175060460878] User Vector: [1.7052222920441533, -1.1468220588053661] Predicted: 3.685934312916396 Movie Vector: [2.2556934536560904, 0.3521097240598339] User Vector: [1.4222454125925137, -1.2141611695217112] Predicted: 2.7806317123128834 Movie Vector: [1.6004285786052919, -0.2771023308836331] User Vector: [1.6442335221600062, -0.7882772504909551] Predicted: 2.8499117822592965 Movie Vector: [2.006455312043184, 0.11690356396017887] User Vector: [1.5245975416524893, -0.41053785821833233] Predicted: 3.011043497410315 Movie Vector: [1.578537400731841, -0.8048681419598331] User Vector: [1.0966262221419167, 0.8344186955322095] Predicted: 1.0594684811847226 Movie Vector: [1.661656513999178, 0.04108899993028284] User Vector: [1.2080425782334703, 0.8554425134180197] Predicted: 2.042501096684201 Movie Vector: [1.407901996077634, 0.1550805295463641] User Vector: [1.4129226754670028, -0.5853622149930772] Predicted: 1.8984783728157852 Movie Vector: [-0.2021145933772486, 0.5179298673977173] User Vector: [1.903546489699189, -0.6931072472038612] Predicted: -0.7437154693769332 Movie Vector: [1.3552764970758084, -0.5446692866715684] User Vector: [1.8924800299306503, 0.036663547796999485] Predicted: 2.5448641973248924 Movie Vector: [2.0722687088591645, 0.7921125964237484] User Vector: [-0.7561634110619504, 0.4825856258241433] Predicted: -1.184711622459548 Movie Vector: [0.1889735089251923, -0.8250029187216825] User Vector: [1.583565393816748, -0.8856370006765497] Predicted: 1.0299050195681252 Movie Vector: [1.418562388389659, -0.40851433288110395] User Vector: [2.054854532832976, -0.7940615050664167] Predicted: 3.239324859897636 Movie Vector: [1.9905865862931695, 0.491322642829794] User Vector: [1.4634074291819346, -0.3377323107345503] Predicted: 2.747103667332218 Movie Vector: [-0.11988865474332042, 0.018741356554618165] User Vector: [1.6274712201611892, -0.8035922310134112] Predicted: -0.21017574374453865 Movie Vector: [1.9331803565849484, -0.612538197668911] User Vector: [1.630453013146111, -0.014388411565068468] Predicted: 3.160773189036188 Movie Vector: [0.2654190009432302, -1.3183853373200456] User Vector: [2.4614162108525433, -1.087028749667325] Predicted: 2.086429396396697 Movie Vector: [1.9230101994930884, 0.16872645209692735] User Vector: [1.7270620544815314, -0.802618396154554] Predicted: 3.1857349915545887 Movie Vector: [0.0941358360761328, -0.6102796835202916] User Vector: [1.6299126021940793, 0.5549953909871073] Predicted: -0.18526922602826745 Movie Vector: [1.124764134293466, 0.02189892910539047] User Vector: [-1.3051582483088593, 0.7455241506906591] Predicted: -1.4516690067527596 Movie Vector: [2.0469004301677343, 0.08952916150861674] User Vector: [-0.5040149787112409, 0.205705097173985] Predicted: -1.013251871866985 Movie Vector: [1.5406336106235858, -0.6586016452721231] User Vector: [1.8884308985416958, -0.3592295330309878] Predicted: 3.1459692751179804 Movie Vector: [0.11824268932528628, 0.32678993779969057] User Vector: [1.512431052030104, -0.40346186627619934] Predicted: 0.04698663682616522 Movie Vector: [-0.7470338451445766, -1.3414384321122195] User Vector: [1.5109605648959175, -0.18721404427777105] Predicted: -0.8776025666306578 Movie Vector: [1.5809144023220507, 0.3359987696483421] User Vector: [2.4952294844218614, -0.7906222744459853] Predicted: 3.6790961175507206 Movie Vector: [0.8344147471834539, -0.6569323039675209] User Vector: [1.4702705719111888, -0.5786642412898351] Predicted: 1.6069586808066956 Movie Vector: [1.6571365667623188, 1.02782937578208] User Vector: [0.9403347419284107, 0.7021513256517641] Predicted: 2.2799548445957902 Movie Vector: [1.9030881294875812, -0.029778291948700387] User Vector: [2.068531400122929, -0.9501270006717228] Predicted: 3.9648907122606185 Movie Vector: [2.049884149904925, -0.8884765407991239] User Vector: [1.7527630300819632, 0.3254461488762113] Predicted: 3.3038098853344127 Movie Vector: [2.340451720471182, -0.7879052944948851] User Vector: [-0.9291597977961172, -0.5233823534470632] Predicted: -1.7622779200184437 Movie Vector: [1.7623754959826563, -0.29450384560180176] User Vector: [0.8265100143299249, 0.2786341323945425] Predicted: 1.3745621729332194 Movie Vector: [0.30978108485447076, -0.7688571808682277] User Vector: [1.3091716714654378, 0.5961713723402149] Predicted: -0.052814020004536055 Movie Vector: [1.7299203865413693, 1.0821773151542382] User Vector: [1.7995397256614192, 0.5822706702229243] Predicted: 3.743180568407655 Movie Vector: [0.3787073494646382, 0.023960554227447313] User Vector: [1.7065886669021468, -0.1411163813333452] Predicted: 0.6429164439615835 Movie Vector: [1.2881633071003475, -0.4757985824029826] User Vector: [2.472502003986169, 0.04631513570097028] Predicted: 3.162949682356737 Movie Vector: [1.8395957608996374, 0.11988290124440559] User Vector: [1.5188195189938227, -1.306310867858807] Predicted: 2.6374096119466515 Movie Vector: [1.4630734504300795, 0.3653749063382915] User Vector: [1.2848622282664333, -0.4361597382296309] Predicted: 1.7204859901328657 Movie Vector: [0.8781418173945353, -0.4014955960410019] User Vector: [-0.469790903356616, -0.6961661723166098] Predicted: -0.13303538537115922 Movie Vector: [1.9081771415554138, -0.7200704471407311] User Vector: [2.313297881486101, -0.8392583406582621] Predicted: 5.018507267684725 Movie Vector: [2.5946869524179172, -0.4005162180026386] User Vector: [2.224467591635965, 0.9419818010378949] Predicted: 5.394518047715334 Movie Vector: [2.4634184684613945, 0.1288713186558819] User Vector: [0.6440028749861081, -0.3772687080049224] Predicted: 1.5378294600948181 Movie Vector: [1.1842882202573555, 0.17805159454112557] User Vector: [1.5330017925113024, -0.3825657895694957] Predicted: 1.7473995156548126 Movie Vector: [1.3285844581695583, -0.21692375953137588] User Vector: [1.572229361604197, 0.0910401773814807] Predicted: 2.069090716959188 Movie Vector: [1.8316587532543522, -0.6625120630958687] User Vector: [0.7733331730109094, -0.5782195634043927] Predicted: 1.7995599114008314 Movie Vector: [1.8584069438224438, 0.04210383739108591] User Vector: [0.9256089797229606, -0.9060617783598078] Predicted: 1.6820094773992182 Movie Vector: [1.7525743847150712, -0.18796055925210367] User Vector: [2.1771883101583125, -1.0086921492089491] Predicted: 4.005278803563071 Movie Vector: [1.1145774104866628, -1.148714920432638] User Vector: [2.0849475061351974, -0.8492815437868727] Predicted: 3.299417773384839 Movie Vector: [1.897216226150711, -0.2490461630445219] User Vector: [1.351527480539732, -0.1963265886826875] Predicted: 2.6130342497836123 Movie Vector: [1.8224318210119705, 0.15493766321804053] User Vector: [0.21920723619116286, -0.3580483619776307] Predicted: 0.3440150661070009 Movie Vector: [0.34447669982910156, -0.7315349578857422] User Vector: [1.608822510979947, -0.9959021669247109] Predicted: 1.2827391189327284 Movie Vector: [2.3055031222336644, -0.11664703993352038] User Vector: [1.5680986832301873, 0.09171461119469843] Predicted: 3.604558172243179 Movie Vector: [0.18792506279510227, 0.12050720464528815] User Vector: [1.6788612451159666, 0.8681241378550111] Predicted: 0.42011531805068975 Movie Vector: [0.6486035559629054, -0.3358833357277885] User Vector: [0.6045923925224713, 0.31882553219225973] Predicted: 0.285052592430272 Movie Vector: [1.5544842850932397, 0.11220038308090234] User Vector: [0.768546014466236, 0.08612018281890889] Predicted: 1.2043554193620845 Movie Vector: [1.1925199741899561, 0.40698782509112663] User Vector: [1.4053892165042177, -1.0169434644646929] Predicted: 1.2620711033493315 Movie Vector: [1.2034344358545466, -0.6590981577851831] User Vector: [1.5663836358865302, 0.46764267726560727] Predicted: 1.5768175800974071 Movie Vector: [2.037027854688591, 0.0298270102818841] User Vector: [2.0968342961208313, -0.5879308405859127] Predicted: 4.253773648637287
avg loss: 12.7116853537307: 48%|██████████████████████▌ | 33668/70000 [00:54<00:55, 660.01it/s]
Movie Vector: [0.341674851289739, -0.23598132724720206] User Vector: [1.1140322398183244, 0.23058739020177918] Predicted: 0.3262224814856165 Movie Vector: [-0.011969411833731736, -0.41958388582085604] User Vector: [0.9617421541773171, -0.005989034551185899] Predicted: -0.008998585531906685 Movie Vector: [0.06601384388603533, 0.07380677365168412] User Vector: [-0.002713298080768034, -0.093982956641228] Predicted: -0.007115694043855257 Movie Vector: [1.8639017849754476, -0.8963602894840815] User Vector: [1.59003794963401, -0.03317698046098563] Predicted: 2.993413100311749 Movie Vector: [0.7804893435145491, -0.9788047421642004] User Vector: [1.7310363651777094, -1.1538627449746863] Predicted: 2.480461762845186 Movie Vector: [1.417217614904761, -0.769950046194476] User Vector: [1.8757272496170192, -0.22812790038546177] Predicted: 2.8339607863541345 Movie Vector: [1.4708359259173924, -0.4380736912134689] User Vector: [2.2746628097602746, 0.46115050492019477] Predicted: 3.143637876048266 Movie Vector: [0.6690045686226908, -0.3980582320743049] User Vector: [1.6544397863333329, -1.1065390104355926] Predicted: 1.5472947377833908 Movie Vector: [1.7761668720418544, -0.810992804230074] User Vector: [2.196903219970921, -0.09769667468723414] Predicted: 3.9812980205629818 Movie Vector: [1.425592546396692, -0.0797533518900838] User Vector: [2.165238069984113, -0.5869292440384508] Predicted: 3.13355682827809 Movie Vector: [1.4779384158830988, 0.1260650182665542] User Vector: [1.4891263080122492, -0.35636121216911704] Predicted: 2.15591229399188 Movie Vector: [0.794022516610052, -0.9350220106606634] User Vector: [1.4687715508978396, 0.8457166052575515] Predicted: 0.37547404247212524 Movie Vector: [1.0841527325539433, 0.061683651242936684] User Vector: [1.7206768211937558, 0.14577801491021194] Predicted: 1.8744685977700524 Movie Vector: [1.9062505645146912, -0.719371490096207] User Vector: [2.1182965223616237, -0.2879408760893746] Predicted: 4.245140398653373 Movie Vector: [-0.00897591779049614, -0.9903219445941727] User Vector: [1.2950466961047118, -0.6244911699373361] Predicted: 0.6068230771151432 Movie Vector: [1.2700331033724301, -0.47613819905226784] User Vector: [1.5491725117286528, 0.8700497711806983] Predicted: 1.553236441594188 Movie Vector: [-1.485377733228809, -0.8659131396531619] User Vector: [0.6560292967904661, -0.5352428416548828] Predicted: -0.5109775003040524 Movie Vector: [0.3086876111646723, -0.6915530603863034] User Vector: [1.8243748516973124, 0.15167798910765976] Predicted: 0.45826853727870415 Movie Vector: [2.024757044197664, 0.11336766550816964] User Vector: [1.8353245417658686, 0.31539415130651793] Predicted: 3.7518417929778423 Movie Vector: [1.4880455587616936, -0.5913019466735863] User Vector: [1.61094594026033, 0.3641472332524721] Predicted: 2.181839983911577 Movie Vector: [2.029190583850535, 0.43397684695124567] User Vector: [1.1387821455147593, 0.9981625424122578] Predicted: 2.7439854396365697 Movie Vector: [-0.014359173110867096, -0.7242237505066665] User Vector: [1.7800137571528227, -0.9117826513298273] Predicted: 0.6347751257143174 Movie Vector: [1.429060136634448, -0.4406927987203136] User Vector: [1.4588818174943792, -0.18070599557940745] Predicted: 2.164465680379459 Movie Vector: [2.348807524901617, -0.9528410090718105] User Vector: [1.3744187682345652, -0.25204990586234965] Predicted: 3.468408631833695 Movie Vector: [1.6158571371309256, -1.0518641360447074] User Vector: [2.1620899703299137, -0.16303601155890146] Predicted: 3.665120243119361 Movie Vector: [0.9013951045650926, -0.8731970246527672] User Vector: [0.9958446852137344, -0.5027329629625479] Predicted: 1.3366344516125923 Movie Vector: [1.5758898475612428, -0.2626307141303943] User Vector: [2.265724696030883, -0.45848188332993145] Predicted: 3.690943970278639 Movie Vector: [-0.6531943746067188, 0.301387990295028] User Vector: [0.9207298757925654, 0.3913663012533434] Predicted: -0.48346247239610296 Movie Vector: [2.163918012256141, -0.14320409379454754] User Vector: [0.785585627977926, 0.9813345329417623] Predicted: 1.5594117680517652 Movie Vector: [1.4658397023094536, -0.8278877987862321] User Vector: [1.8128346881584814, -0.17780897448283542] Predicted: 2.8045309401155114 Movie Vector: [1.1394917439179864, -0.38772925012769305] User Vector: [2.042212483202922, -0.02351212018762009] Predicted: 2.336200600665237 Movie Vector: [-0.9339009665894514, 1.5087649032277228] User Vector: [2.009442071366051, 0.2624349904761998] Predicted: -1.4806671897448724 Movie Vector: [1.4224210224409422, -0.18342231268529896] User Vector: [2.5892001031549845, -0.7706502808762848] Predicted: 3.8242871148238096 Movie Vector: [1.6526910159557788, 0.30100726759540897] User Vector: [-0.8222989393431208, -1.0085634695019539] Predicted: -1.6625910036336702 Movie Vector: [2.0565367379413244, 0.07404462291577088] User Vector: [1.5093046071243121, -0.6060785878268702] Predicted: 3.0590635128022816 Movie Vector: [1.5171625045666757, 0.13477927054579517] User Vector: [0.9056165257779876, 0.4745224649416763] Predicted: 1.4379232281087349 Movie Vector: [1.7976145876723884, -1.0337164930942122] User Vector: [1.6346506641766108, -0.4463969282341286] Predicted: 3.399919746854446 Movie Vector: [1.674299099410998, -0.732003431924229] User Vector: [1.2136960940452985, -0.32320170056110886] Predicted: 2.268675031233168 Movie Vector: [2.141683261348148, -0.2598837132929962] User Vector: [0.9815994306701767, -1.1450424949280402] Predicted: 2.399852965475365 Movie Vector: [0.693009047312041, -1.1118548863295035] User Vector: [-0.2893813345412938, -2.1412464492344556] Predicted: 2.18021144445668 Movie Vector: [2.1234303069451883, -0.3512510556755449] User Vector: [1.5052752741438264, -0.7195972528092145] Predicted: 3.449106432122686 Movie Vector: [1.5214293694202181, 0.9578704480544804] User Vector: [1.1891627091142345, 0.09311724801939392] Predicted: 1.8984213307476452 Movie Vector: [1.8592340262121139, 0.707427432111073] User Vector: [1.728278982499185, -1.1504733888570704] Predicted: 2.399398655858454 Movie Vector: [2.239362112954587, -0.7434083033434122] User Vector: [1.6610613508110588, -0.5708166683580983] Predicted: 4.144067707243686 Movie Vector: [-0.2712229861642513, -1.0242295202563951] User Vector: [0.29237119942078754, 0.02348596495041333] Predicted: -0.10335280838925016 Movie Vector: [0.6211995238016979, -0.024487601195918127] User Vector: [1.2344702932306164, 0.764134455623859] Predicted: 0.7481405384928241 Movie Vector: [0.8951740237118662, -0.6773559778923631] User Vector: [0.6576143676764286, -0.7536868131969825] Predicted: 1.099193567941264 Movie Vector: [-0.41050537591333114, -0.6789996135406744] User Vector: [1.7467576858709766, -0.13857491505700648] Predicted: -0.6229611066978264 Movie Vector: [1.7248977994308905, 0.21085478946309144] User Vector: [1.7167771442070798, -0.1881644634477781] Predicted: 2.9215897398313238 Movie Vector: [1.7252282403141537, 0.40212204570090276] User Vector: [1.8053922439203738, -0.6063790073896538] Predicted: 2.8708753171339576 Movie Vector: [2.2095342062616274, -0.20976331918409885] User Vector: [1.9716854038591736, -0.8011481761335847] Predicted: 4.524557844397683 Movie Vector: [0.37766824831007373, -1.068220167375656] User Vector: [1.741508036995423, 0.7850016907371803] Predicted: -0.18084234771946706 Movie Vector: [-0.2718084650981416, 0.07794878753346374] User Vector: [0.2848445573778785, 1.0026762949825352] Predicted: 0.0007342395499935622 Movie Vector: [2.555195284902296, -0.4172395149534366] User Vector: [1.8649780831805416, -0.20919231997748852] Predicted: 4.852666506708433 Movie Vector: [1.6438880504120783, 0.06214454281720078] User Vector: [1.5677333023117221, 0.4329926463266467] Predicted: 2.6040861719524857 Movie Vector: [1.943054655592093, -0.07752364221512949] User Vector: [1.6889790596109249, -0.7184855037004125] Predicted: 3.33747823810019 Movie Vector: [2.1908754773526766, -0.9671624941331225] User Vector: [2.338138455583514, -0.04202960047261011] Predicted: 5.1632196582136896 Movie Vector: [1.1344915138109124, -0.5227050227600659] User Vector: [-1.7099239480696073, -0.24396823479823446] Predicted: -1.8123707866240766 Movie Vector: [1.6524852990673573, -0.9330685545684392] User Vector: [0.12456836893692678, 0.18360070560111244] Predicted: 0.03453535340409483 Movie Vector: [2.1119462144814287, -0.3791838754696365] User Vector: [0.5704646750188632, -0.2678181342300223] Predicted: 1.3063430289598539 Movie Vector: [1.0921842106531117, 0.18709431896584525] User Vector: [1.583256619668327, 0.06677834373055894] Predicted: 1.7417017301557018 Movie Vector: [2.0725660785250652, -0.19182396981839436] User Vector: [1.6452429790674887, -0.19690893592313466] Predicted: 3.4476466431282926 Movie Vector: [-0.27745425872209184, -0.6818249811238177] User Vector: [1.683717949027676, -0.30662177589309364] Predicted: -0.2580923288840946 Movie Vector: [1.076135348082538, -0.18721268141513295] User Vector: [1.1974511160051753, -0.7322833413235375] Predicted: 1.4257122014188652 Movie Vector: [0.5997372807100974, 0.14046901780608692] User Vector: [0.28266086411712266, -0.3251739414052814] Predicted: 0.12384539384343553 Movie Vector: [1.2865221567718375, 0.4706372874373706] User Vector: [1.776829504241042, 0.24262730741679955] Predicted: 2.4001199838328957 Movie Vector: [1.4581367801202876, -0.05154750816188766] User Vector: [2.0213775442124247, 0.6298381311237744] Predicted: 2.9149783575205883 Movie Vector: [2.4026549566378193, 0.005167087337170882] User Vector: [2.262581667364572, -0.33280091769538644] Predicted: 5.4344834464837275 Movie Vector: [2.130263153293438, -0.3331231577901377] User Vector: [1.6251236458752003, -1.5584822413651316] Predicted: 3.981107547957237 Movie Vector: [0.189963323180748, -0.04657760568257608] User Vector: [1.749444239701401, -0.18044732347952278] Predicted: 0.34073504577260066 Movie Vector: [-1.3817290487030862, -0.9504782904943713] User Vector: [0.7714128495702419, 0.1415855987293464] Predicted: -1.2004575806329185 Movie Vector: [1.7909350897893919, -0.330095442042297] User Vector: [1.763796415639414, -0.23080305830490472] Predicted: 3.235031929569253 Movie Vector: [0.8714514201137671, 1.0808522209385536] User Vector: [-0.03542664557541712, 0.10870653326312668] Predicted: 0.08662309731141687 Movie Vector: [1.4786954211941636, -0.010483044441311417] User Vector: [1.0425693420446804, 0.08367477532321158] Predicted: 1.5407653459705508 Movie Vector: [0.5472115588433355, -1.1868671571769727] User Vector: [1.503838624346573, -0.6062753879258789] Predicted: 1.5424862240114594 Movie Vector: [1.6731272309530607, -0.21994063901699548] User Vector: [1.540248578506605, 0.41755579556734485] Predicted: 2.485194350633812 Movie Vector: [2.256601338970978, 0.026649970670559023] User Vector: [1.5790086692837417, 0.4124605948102427] Predicted: 3.574185140106928 Movie Vector: [-1.131897091351482, -0.4281629694700525] User Vector: [1.2087740650669845, -0.9175169641420476] Predicted: -0.9753610604442202 Movie Vector: [1.8378488433777789, 0.1177983062229958] User Vector: [1.201401521188638, -0.6068195263361886] Predicted: 2.1365120837633986 Movie Vector: [2.1429114307867727, 0.08015917654036213] User Vector: [-0.15440135390986828, -0.41963292785903694] Predicted: -0.36450585616881226 Movie Vector: [1.5878921642771302, 0.43996918033504856] User Vector: [1.6959913753848748, -0.5332306364722363] Predicted: 2.4584463695970094 Movie Vector: [1.7404681690423112, -0.188158900643897] User Vector: [1.7882260887825958, -0.6529399873533797] Predicted: 3.2352070567839895 Movie Vector: [-0.11418682953371273, -0.1868583545952929] User Vector: [1.60338479673826, -0.42385726353145037] Predicted: -0.10388415561534807 Movie Vector: [2.0577060651549353, -0.9471718564547915] User Vector: [1.8249687464733, -0.5539116439572721] Predicted: 4.279898778455244 Movie Vector: [2.0423884674443173, -0.27013428098142966] User Vector: [1.3654160905085966, -0.3639690168226455] Predicted: 2.887030585176567 Movie Vector: [1.9389122113594797, -0.28522086238753175] User Vector: [1.736562027688202, -0.4185844237025887] Predicted: 3.486430331578274 Movie Vector: [-0.012049858615742856, 1.4307149962703005] User Vector: [1.517343735989725, -0.5556635482680063] Predicted: -0.8132799488779618 Movie Vector: [1.6623061813820816, -0.7592972280639276] User Vector: [1.9871617964005541, -0.4313369811844314] Predicted: 3.630784311737764 Movie Vector: [0.9872406621340589, -0.39963917020500866] User Vector: [1.3480404060706603, -0.41344016463506716] Predicted: 1.4960671873968447 Movie Vector: [0.8045760495888752, 0.2047947198801578] User Vector: [1.1815613129216906, -0.16916332485828234] Predicted: 0.9160121777692305 Movie Vector: [-0.2626416683513876, -0.5648384923652822] User Vector: [1.7113859790003203, -0.2299846542601996] Predicted: -0.319577083338335 Movie Vector: [-0.1063646824104183, -0.7129820937244034] User Vector: [2.484271620755466, -1.2005558038246018] Predicted: 0.5917360286809783 Movie Vector: [2.9067187658128115, 0.14053352580964482] User Vector: [1.869452153244938, 0.276510651013336] Predicted: 5.472830672337054 Movie Vector: [0.03169842946077775, -0.4198558175534442] User Vector: [1.7079207466456134, -0.054716639292104144] Predicted: 0.07711150463590814 Movie Vector: [1.6484389444937424, -1.054321021740821] User Vector: [1.8740666807095632, -0.6664904392600834] Predicted: 3.7919793819609433 Movie Vector: [1.8664929547840974, -0.3510172320496607] User Vector: [1.4360290152028379, 0.4518725984515651] Predicted: 2.521722970994086 Movie Vector: [1.5852554718326997, -0.3980345545748174] User Vector: [1.581109557624581, -0.38750433673952867] Predicted: 2.660702693861275 Movie Vector: [2.136827105744935, 0.1509797340038996] User Vector: [1.0692080480052244, -1.474853745313648] Predicted: 2.062039712496085 Movie Vector: [0.4134918644597666, 0.43692252017582317] User Vector: [2.014780524839324, -0.44395248137391685] Predicted: 0.6391225186928372 Movie Vector: [1.3656734828008226, 0.28169347469832] User Vector: [2.261918877774523, -0.12392569149660441] Predicted: 3.0541335729811903 Movie Vector: [0.8411590103703308, 0.21483357531260494] User Vector: [0.08735076954755759, -0.4284765497941515] Predicted: -0.01857526226217661 Movie Vector: [1.635188587943496, -0.04361782237784521] User Vector: [1.836166483671264, -0.4215510543236869] Predicted: 3.0208656186742724 Movie Vector: [0.8018440994363162, 0.08733100247636554] User Vector: [2.1212835345448675, 0.24073838666199118] Predicted: 1.7219626100479495 Movie Vector: [1.9558771726134494, 0.12667874799149015] User Vector: [1.5544943550933605, -0.6552381812421476] Predicted: 2.957395271647593 Movie Vector: [0.6872494736710213, -0.5865165455963135] User Vector: [0.8905359642691336, 1.7777391516599772] Predicted: -0.4306530534738532 Movie Vector: [1.2392261918137761, -0.7202970437334684] User Vector: [1.3555179312063137, -0.5969413189272025] Predicted: 2.10976839112971 Movie Vector: [2.0863149781096175, -1.0015351184445573] User Vector: [1.5175019608662115, -0.389447283280876] Predicted: 3.556032201254515 Movie Vector: [1.8308574935167674, 0.21155262437029185] User Vector: [1.5214074370433823, -0.3812765223242014] Predicted: 2.704820157894553 Movie Vector: [2.073093987348107, 0.47228118202037095] User Vector: [1.748706248208566, 0.13296538370682107] Predicted: 3.688029457384094 Movie Vector: [2.4024345563878495, 0.9911439632191418] User Vector: [1.8297217055207058, -1.1251889194130054] Predicted: 3.2805624489585865 Movie Vector: [1.2487336002980873, 0.07562715992302473] User Vector: [2.551956182968979, 0.45611636058818] Predicted: 3.2212082171075282 Movie Vector: [2.463295098760489, -0.5609195156517034] User Vector: [1.901916854771631, -0.0862182375153749] Predicted: 4.733343958636391 Movie Vector: [1.7094557621993505, -0.001864744326362043] User Vector: [1.3690151694798538, 0.12445298980567125] Predicted: 2.3400387969990173 Movie Vector: [2.548895515057315, 0.15735605755943674] User Vector: [1.5734498393714886, -1.0217131063382416] Predicted: 3.8497864923714484 Movie Vector: [2.469941090455662, 0.09532784460573222] User Vector: [1.6845205103036054, 0.11834293226390231] Predicted: 4.171947802771255 Movie Vector: [1.3035192514997958, -1.0360045951781234] User Vector: [2.199404157031776, -0.0119236490945323] Predicted: 2.879318615772827 Movie Vector: [2.315788061788747, -0.39038549834371794] User Vector: [1.6865446417340888, -0.45871313124721447] Predicted: 4.084754901340333 Movie Vector: [0.5539537853827526, -0.6044305718865457] User Vector: [1.6768024483083313, 0.2671964570846508] Predicted: 0.7673693562177332 Movie Vector: [1.9054428330714264, -0.555626601077581] User Vector: [1.7512256130884678, -0.8591963741620815] Predicted: 3.8142526545843944 Movie Vector: [0.6137359272525716, -0.4318603021617602] User Vector: [0.45786654393589726, 0.9612808374260978] Predicted: -0.13412988501271622 Movie Vector: [0.6149427379409226, -0.44720200590079434] User Vector: [1.907499779041028, -1.0931009410597516] Predicted: 1.6618400702391614 Movie Vector: [1.749036663975088, -0.30378525138129525] User Vector: [2.216447923696203, 0.14904831601036433] Predicted: 3.8313700021889505 Movie Vector: [1.538246521352143, -0.3865134224123144] User Vector: [2.2671988468708575, 0.20014274150320868] Predicted: 3.410152883423298 Movie Vector: [0.9335819395295605, -0.8561094118096689] User Vector: [2.3823490538345427, -1.1697324904853674] Predicted: 3.2255370447193528 Movie Vector: [1.9208792538327513, 0.6157186663892433] User Vector: [1.955088721450569, 0.2881945994177034] Predicted: 3.9329361588508474 Movie Vector: [1.3450995061978046, -0.8535533107254037] User Vector: [1.5397292016893176, -0.6841197733592996] Predicted: 2.655021686354184 Movie Vector: [1.9851585868656254, -0.6864705151116685] User Vector: [1.3875931262236856, -0.2908374484987757] Predicted: 2.954243742683385
avg loss: 12.67917817427845: 48%|██████████████████████▏ | 33823/70000 [00:54<00:50, 719.97it/s]
Movie Vector: [0.9238426846690254, 0.10117627214714968] User Vector: [1.2262841069522334, -0.678162482776595] Predicted: 1.0642796496163183 Movie Vector: [0.9185802125915142, 0.4771339048626499] User Vector: [1.2298572410870443, -0.8224066074717651] Predicted: 0.7373244499671026 Movie Vector: [1.9143604180162672, 0.6774786689755519] User Vector: [1.2947626170200457, -0.3008044281715954] Predicted: 2.2748537211306865 Movie Vector: [0.148887132305744, 0.9655652396980444] User Vector: [1.351714141012549, -1.4548929844911869] Predicted: -1.2035412511527557 Movie Vector: [2.7655722343898104, 0.24429443062043132] User Vector: [1.5126131129975657, -0.19727562367772766] Predicted: 4.135047490518364 Movie Vector: [0.387643340855349, 1.2231443132248268] User Vector: [1.023241105580518, 0.9656069327680821] Predicted: 1.5777292292935001 Movie Vector: [1.8068279707741064, -0.022994164723132732] User Vector: [1.395820471911723, -0.4315103653270302] Predicted: 2.531929691249283 Movie Vector: [1.993408997799432, -0.09894419489662762] User Vector: [2.1673989378445095, 0.24576093955299674] Predicted: 4.296195926219068 Movie Vector: [1.703926878351473, -1.00612796874499] User Vector: [1.479960698016649, -1.0750059132574872] Predicted: 3.6033383281489844 Movie Vector: [1.0399131713330707, -0.9179668760015536] User Vector: [1.868622569766281, -0.4380109977775772] Predicted: 2.3452848098344115 Movie Vector: [1.5904090140808984, -0.461468674117677] User Vector: [1.7369625695435058, 0.3551502081075257] Predicted: 2.598590232075114 Movie Vector: [2.7828163745833554, 0.12220712424783005] User Vector: [1.5823408752781853, 0.23088777566791285] Predicted: 4.431580228985047 Movie Vector: [0.5677695537328051, 0.5621766400934255] User Vector: [1.9006105564586655, -0.741083914194503] Predicted: 0.6624887425512448 Movie Vector: [-0.217025917661947, 1.596711820076396] User Vector: [1.2516226498482361, 0.21780282612223514] Predicted: 0.07613379276562565 Movie Vector: [2.383848788838217, -0.3796054675360669] User Vector: [1.4433774458400417, -0.24821068695575252] Predicted: 3.535015709971469 Movie Vector: [1.6227500121994183, 0.22047221371691775] User Vector: [1.2859987493420157, -0.11950544924006357] Predicted: 2.060506855238001 Movie Vector: [1.3042630550111567, 0.5497273727324149] User Vector: [2.467958269585856, -1.3099072070252438] Predicted: 2.4987749448888534 Movie Vector: [0.8383700546191026, -0.24410158441889546] User Vector: [1.992852867923884, -0.547673325218135] Predicted: 1.8044360941588937 Movie Vector: [1.9300947796876653, -0.3283212561409843] User Vector: [2.156670177133, -0.5864499218259165] Predicted: 4.3551218253901425 Movie Vector: [0.1884486387211031, -0.13350554679472182] User Vector: [1.8907449628135597, -0.1472203642305068] Predicted: 0.37596304963690996 Movie Vector: [1.2148191087856202, -0.5772877764631628] User Vector: [2.0753426731595623, -0.8968160653681996] Predicted: 3.038886888905316 Movie Vector: [0.709867910709788, -0.44044146949054064] User Vector: [0.37056715151309944, 0.1770166817457392] Predicted: 0.18508824218984862 Movie Vector: [1.9897379987446702, 0.9055185679790673] User Vector: [1.6118794350601269, -0.32092047846958116] Predicted: 2.916618309235294 Movie Vector: [1.379447417015307, -0.25639435894256] User Vector: [1.2154153107257926, -0.2759746471686034] Predicted: 1.7473598537267445 Movie Vector: [1.3592014667521901, -0.31747599813061367] User Vector: [2.1525362456817345, -0.2683336505991095] Predicted: 3.01091991592385 Movie Vector: [0.7291071818293755, 0.5084439429383384] User Vector: [1.1965261601687516, -0.49109671511049] Predicted: 0.622700666430919 Movie Vector: [0.9975357975709082, -1.1550296255057508] User Vector: [1.2847793442252957, -0.2812539108323728] Predicted: 1.606469987145152 Movie Vector: [2.4335525876527733, -0.19932540543350913] User Vector: [2.311708699954412, -0.8386586465149929] Predicted: 5.792830663410406 Movie Vector: [-0.4031232833692806, -0.6475848016539034] User Vector: [-0.5499080332359586, -0.9589524765374055] Predicted: 0.8426837812232183 Movie Vector: [-2.519969874965502, -0.5402198910954333] User Vector: [1.8253839635020384, -0.24706862148557768] Predicted: -4.466441214478227 Movie Vector: [1.3030349000153008, 0.20432790477523072] User Vector: [2.5395258269675898, 0.45536353987366346] Predicted: 3.402134260042405 Movie Vector: [2.1608141984400078, -0.31257533044223] User Vector: [1.5756373677040323, -0.3100313755534362] Predicted: 3.501567755388587 Movie Vector: [0.18456753440116444, -0.4779702456724985] User Vector: [1.7771931112691248, -1.0540456301915349] Predicted: 0.8318145995143481 Movie Vector: [1.13263959086617, -0.6558044421950462] User Vector: [1.6966160552098737, 0.49973192868880245] Predicted: 1.5939280958890718 Movie Vector: [2.239323532508054, -1.0917812373306381] User Vector: [1.4353613257699984, 0.0010216988542156372] Predicted: 3.2131229228094815 Movie Vector: [0.3951462532297437, 0.6018773095273651] User Vector: [0.3196798659835757, 0.49426981052161173] Predicted: 0.42381008501374473 Movie Vector: [2.018951723849547, 0.4681643974842507] User Vector: [1.694122421006019, 0.36758058694062296] Predicted: 3.592439526314234 Movie Vector: [0.6013904225530953, 0.24715209184051182] User Vector: [1.370428039432004, -0.4225027727331182] Predicted: 0.7197398536232164 Movie Vector: [0.48963067835038154, -0.6869571662969779] User Vector: [0.00039171637720147867, 0.15313167868524863] Predicted: -0.10500310770442761 Movie Vector: [1.541612569988847, -1.0974189641585417] User Vector: [2.06356248757699, -0.4779992153456447] Predicted: 3.705779273579355 Movie Vector: [1.6238621215712592, -0.12565950915607846] User Vector: [0.41573462431739777, 0.011751567051159026] Predicted: 0.6736190129072166 Movie Vector: [1.8506160452155525, -0.5143830460646384] User Vector: [1.7818294719068883, -0.5316564969433346] Predicted: 3.5709572989066096 Movie Vector: [0.26392352490008875, -0.8652973837464739] User Vector: [0.6254596769118997, 0.30801928078665924] Predicted: -0.10145475519470756 Movie Vector: [1.4406037515046053, -0.3803419257166767] User Vector: [0.9544980017654425, 0.19876976207879363] Predicted: 1.2994529280636518 Movie Vector: [0.7947049127006522, -1.7889112727171639] User Vector: [1.8177946282622075, -0.6143688512218262] Predicted: 2.543661684917851 Movie Vector: [1.9645201346847836, -0.10221989740699919] User Vector: [1.1009644881803777, 0.3393758558992849] Predicted: 2.128175939430842 Movie Vector: [1.7969420755759307, -1.0736918487676868] User Vector: [0.4859558362450469, -1.0424208114477025] Predicted: 1.9924732172576074 Movie Vector: [1.8483521277765478, -1.1326340748798347] User Vector: [1.518610943252729, -1.0182560851125992] Predicted: 3.9602393071782034 Movie Vector: [0.6538102598416661, -1.2074211487125106] User Vector: [1.8132329548079653, -0.337094825274452] Predicted: 1.5925257304943896 Movie Vector: [0.33277798644457374, 1.1460260055725318] User Vector: [2.463056242908967, 0.04980404095504611] Predicted: 0.8767276231320652 Movie Vector: [0.15104871068476833, -2.5186912984861145] User Vector: [2.000127580845752, -0.7013255866642324] Predicted: 2.0685393448286673 Movie Vector: [2.0294564574619955, 0.2190643600529069] User Vector: [1.6603334370720022, -0.33977850759357975] Predicted: 3.2951410540801254 Movie Vector: [2.1289999935136774, -0.23395669302746838] User Vector: [2.0132560897223413, -0.9202394782139071] Predicted: 4.501518387076485 Movie Vector: [1.2482522860151317, -0.12779478218023832] User Vector: [0.281371063045886, -1.6192578980290957] Predicted: 0.5581547830377938 Movie Vector: [0.9710761509213468, -0.6789444538950054] User Vector: [1.8153178461688404, -0.6289154162566808] Predicted: 2.1898105005930093 Movie Vector: [2.205732209426835, 0.39476129613527344] User Vector: [0.7150379067381694, -1.1353397312214268] Predicted: 1.1289939580026778 Movie Vector: [0.9888774729366463, -0.8668100074954064] User Vector: [1.7813946178104287, 0.14918621012552158] Predicted: 1.632264908046205 Movie Vector: [1.1235715964889164, 0.2601809367910669] User Vector: [1.8694968108575933, -0.6058530546555482] Predicted: 1.9428821010881938 Movie Vector: [1.5565987567772595, -0.356186506262965] User Vector: [1.7446911386180963, -0.6201861964087134] Predicted: 2.9366860118645666 Movie Vector: [0.9692518740375635, -0.12292313220869817] User Vector: [1.7227965530241978, -1.5737559915634176] Predicted: 1.8632748034193392 Movie Vector: [1.7985799924636223, -0.2925592571555754] User Vector: [1.8840643668048067, -0.46790241593365445] Predicted: 3.5255296578756177 Movie Vector: [1.9361336734306724, -0.9493316597638051] User Vector: [1.8257183370988783, -0.39113013342720343] Predicted: 3.9061469694070756 Movie Vector: [0.20812966233485397, 0.44863024629989984] User Vector: [1.3739578756549429, -0.09011286514465362] Predicted: 0.24553403183774092 Movie Vector: [1.9082340524625083, -0.7197672509255988] User Vector: [1.1906927750300613, -0.38747436380517825] Predicted: 2.551011856973642 Movie Vector: [0.8193219451247512, -0.40858794824590156] User Vector: [1.5294737364088258, 0.017607394705089464] Predicted: 1.2459372274551919 Movie Vector: [2.749425360555895, -0.24138038120265412] User Vector: [1.4399563965535915, -0.571144886845728] Predicted: 4.096915805287894 Movie Vector: [0.045356755825472606, 0.2875145148650096] User Vector: [1.3253365979619538, -0.6009331849071535] Predicted: -0.11266404466454248 Movie Vector: [2.050457375611733, -0.7001570437850002] User Vector: [1.6017294060432303, -0.19216217392863427] Predicted: 3.4188215739807135 Movie Vector: [2.5788154282838125, 0.3051804483171382] User Vector: [0.6688811422663236, -0.3283050394894664] Predicted: 1.6247287302283238 Movie Vector: [0.6728321715768233, 0.6810011369204223] User Vector: [1.2117894352494898, 0.34456390392668323] Predicted: 1.049979327528577 Movie Vector: [1.1623018789868933, -0.8294531216964625] User Vector: [1.1690228478345992, -0.2673517988917981] Predicted: 1.5805132367987305 Movie Vector: [0.906148353516778, -0.2052474046174662] User Vector: [1.7969170158624572, 0.11638090488098825] Predicted: 1.6043865166561926 Movie Vector: [1.6096868607572756, 0.03837781455739776] User Vector: [1.747282959329158, 0.8172382987063803] Predicted: 2.8439422415341915 Movie Vector: [2.2285933744364765, -0.7397076721534048] User Vector: [1.241715107772283, -0.4595841374410106] Predicted: 3.1072359745841056 Movie Vector: [1.268766982279173, -0.0011310848436251238] User Vector: [1.7819227570229912, -0.47479155987482496] Predicted: 2.2613817886199 Movie Vector: [1.065561544576144, -0.9560732823977746] User Vector: [0.49026625695252724, -0.8683225615739965] Predicted: 1.3525888716359942 Movie Vector: [2.2193314889004214, 0.46281123717099126] User Vector: [1.6684982862095878, -1.044176287376515] Predicted: 3.219694266375989 Movie Vector: [1.9636187244365515, -0.5274506100217412] User Vector: [2.03230632922633, -0.2274606702150579] Predicted: 4.110649031120623 Movie Vector: [1.9322913646714124, -0.727595963703983] User Vector: [2.0240668985826766, -0.5700598837086657] Predicted: 4.32586026010454 Movie Vector: [1.039635226668529, -0.0850803082475417] User Vector: [1.5414187968509234, -0.1401944986751968] Predicted: 1.6144410714171362 Movie Vector: [1.6409875610694975, 0.002542236269666759] User Vector: [1.54782437019026, -0.37970605493638065] Predicted: 2.5389952356977745 Movie Vector: [2.312574261577105, -0.037687090687043956] User Vector: [1.3611220179045165, -0.8504687799549894] Predicted: 3.1797474395085397 Movie Vector: [2.4381074827854308, -0.8778365002378556] User Vector: [1.5745471858567783, -0.5396503957284573] Predicted: 4.312640090574396 Movie Vector: [1.0862010862751734, -0.19841690293936728] User Vector: [1.9517128998804971, -1.6218754149262837] Predicted: 2.441760168730639 Movie Vector: [1.906799654061627, -0.3215257947451258] User Vector: [1.1994830688312483, 0.0472256391862221] Predicted: 2.271989639528506 Movie Vector: [0.40052264821999845, 1.327027190119719] User Vector: [2.007876309221173, -0.29929225833711914] Predicted: 0.4070309720617684 Movie Vector: [2.611374989509372, -0.25479072551280624] User Vector: [2.1248679350246715, 0.052118720927198776] Predicted: 5.535547614816012 Movie Vector: [0.06945048606147426, -0.7784088189743696] User Vector: [1.786895520728223, -1.0791717340202867] Predicted: 0.9641375574049001 Movie Vector: [0.872678396289515, 0.4128383321569642] User Vector: [0.5857321127551565, -0.0014033681315060356] Predicted: 0.5105763966556262 Movie Vector: [1.3288256104460925, 1.4992489436753806] User Vector: [1.5183604638469266, -0.781651615496734] Predicted: 0.8457459113929711 Movie Vector: [1.5219058365321594, -0.32949638756627375] User Vector: [1.8579352452643294, 0.3166601415538237] Predicted: 2.723264120938382 Movie Vector: [-0.5088646159775391, 0.36273693234697] User Vector: [1.614608864031126, 0.008339357193442082] Predicted: -0.8185923267030347 Movie Vector: [1.2561217803086404, -0.752624870715335] User Vector: [-0.37798775192246226, 0.20371095989244545] Predicted: -0.6281165827320525 Movie Vector: [2.5262945192172244, 0.14397069154762515] User Vector: [2.394697026939447, -0.1971005086739725] Predicted: 6.021333277804726 Movie Vector: [-0.06907746319077113, -0.14778027477315236] User Vector: [1.5339773423931624, -0.37567012412894324] Predicted: -0.05044662923680111 Movie Vector: [-0.12199581528505157, -0.744313905626343] User Vector: [2.050511962666599, -0.5674328787865169] Predicted: 0.17219430355312876 Movie Vector: [1.8209211776629284, 0.26082803119983694] User Vector: [1.8439810578385556, 0.44533049841034933] Predicted: 3.4738988365611285 Movie Vector: [0.5818779944504285, -0.16413940497687174] User Vector: [1.1444409749334314, -0.646680758330578] Predicted: 0.7720708141435315 Movie Vector: [1.8958466936976446, 0.9047056250606542] User Vector: [1.5207802524428662, 0.5111166099585782] Predicted: 3.3455762855259357 Movie Vector: [2.259560981587254, -0.2754746104940072] User Vector: [1.9858827339335607, -0.6566517252701094] Predicted: 4.668114017853098 Movie Vector: [1.2923941795470002, -0.38948962544272925] User Vector: [1.7021236596665072, -1.0950651224122576] Predicted: 2.6263312149859797 Movie Vector: [1.8629358310051518, 1.2191299168019956] User Vector: [1.7625906296573683, -0.490102530698326] Predicted: 2.6860945819079456 Movie Vector: [0.23173462915735155, 0.14316073967605392] User Vector: [0.22689878486153656, -0.2459100208586426] Predicted: 0.017375645286264743 Movie Vector: [0.09991566116584188, -0.6684671143836013] User Vector: [1.896944284431175, -0.51325251706437] Predicted: 0.5326268714058452 Movie Vector: [0.09234547807413951, -0.5648308931619552] User Vector: [1.639458388609248, -0.8747441887576489] Predicted: 0.6454791101029922 Movie Vector: [1.104237529898455, 0.07531319899465092] User Vector: [1.794618376342778, 0.12624963696549554] Predicted: 1.99119322703491 Movie Vector: [2.232352625741041, 0.10289479917742503] User Vector: [0.2505189663196993, 1.4035208507276509] Predicted: 0.7036616683386625 Movie Vector: [0.8296739702458693, -0.7657557966567347] User Vector: [1.5877220866552604, -0.3016600460466637] Predicted: 1.548289616162296 Movie Vector: [0.23120744642469324, -0.8420549318860056] User Vector: [2.116266859026679, -0.6664394191040086] Predicted: 1.0504752560885398 Movie Vector: [2.153699117496084, 0.48852484096820203] User Vector: [1.7213398828340825, -0.3311081584836479] Predicted: 3.545493626104078 Movie Vector: [1.9195298245007228, 0.18933064940108507] User Vector: [1.3221138103337586, -0.753970610791336] Predicted: 2.3950871449494855 Movie Vector: [1.3037506702583033, -0.6291488201165564] User Vector: [2.191455995850314, 0.4037526692064373] Predicted: 2.603091707981284 Movie Vector: [2.486117191637815, -0.5619540932776173] User Vector: [1.5827371807889445, -0.8641027110396062] Predicted: 4.420456170484757 Movie Vector: [1.841864932879622, 0.4899113373922395] User Vector: [1.7669992907803411, -0.4747782558507471] Predicted: 3.0219747798228784 Movie Vector: [1.5615696077095302, -0.35795349702961815] User Vector: [-0.4073828522470154, 1.4775637748608466] Predicted: -1.1650558010666847 Movie Vector: [0.48528998271768514, 0.11870130971590134] User Vector: [1.7276709495831484, -0.30424229085090854] Predicted: 0.8023074468700837 Movie Vector: [1.2478076851955802, 0.004453499177752014] User Vector: [1.1081583203261238, -0.9555769047257365] Predicted: 1.378512807556888 Movie Vector: [1.5812803564974254, -0.726365480667615] User Vector: [1.6050939182557304, -1.0712511626810777] Predicted: 3.3162233489678536 Movie Vector: [2.125184598124561, -0.18669090617481476] User Vector: [2.1639315758878364, -0.028292028412722353] Predicted: 4.604035920894135 Movie Vector: [1.9483942030742205, 0.3288186131422197] User Vector: [2.029498030215513, -0.6956418841420681] Predicted: 3.725522197635219 Movie Vector: [0.8807768276276117, 0.6164325882645336] User Vector: [0.37079412163596626, -1.1565823053586595] Predicted: -0.38636815387570655 Movie Vector: [0.8869475984441442, -0.028316598625923797] User Vector: [1.1592854350967452, 0.4471318719543422] Predicted: 1.0155641788193437 Movie Vector: [0.9625732533551024, -0.9610368145296595] User Vector: [2.169586522333331, 0.22466967727255263] Predicted: 1.8724701262703562 Movie Vector: [1.0422679625614846, 0.34472409881442856] User Vector: [2.481250183885624, 1.124021830322896] Predicted: 2.973604986269583 Movie Vector: [2.126257812932228, 0.4914470332124833] User Vector: [-0.1496405864581115, -0.9520189155353768] Predicted: -0.7860413376903468 Movie Vector: [1.2213524881159532, -0.45278228216537963] User Vector: [1.7411244121595122, -0.9890614334240201] Predicted: 2.574356125937936 Movie Vector: [0.8569551642442829, 0.1373496384568048] User Vector: [0.5870453545221221, -0.38105093011420027] Predicted: 0.4507343407185338 Movie Vector: [2.093009010597193, -0.3367081467106954] User Vector: [2.090704273219563, -0.2538912241788977] Predicted: 4.461350125901987 Movie Vector: [1.2765195640700104, 1.4662116851804883] User Vector: [1.8346311187021191, -0.42151009924547567] Predicted: 1.7239194829396007 Movie Vector: [1.4783499098175692, 0.8758361280999858] User Vector: [2.058709688257129, -0.39753405712075846] Predicted: 2.695318592598959 Movie Vector: [2.202558639654042, -0.40125690082518595] User Vector: [1.479063787016179, -0.547882201168671] Predicted: 3.4775662367501328 Movie Vector: [1.9133044176533507, -0.011634300263520747] User Vector: [1.5208700827821098, -0.834435823461614] Predicted: 2.919595524984618 Movie Vector: [2.295893947817211, -0.7919878539349691] User Vector: [1.9455127588423553, -0.29242755541767784] Predicted: 4.698290040474024 Movie Vector: [1.5890063327292532, -0.6449660190015774] User Vector: [1.815263313742668, -0.605108918813987] Predicted: 3.2747395915379944 Movie Vector: [-0.8873447156372785, 0.14068533976749864] User Vector: [-0.9322837231804046, 1.365339931351188] Predicted: 1.0193403473790545 Movie Vector: [2.455876590638676, -0.5231320671710018] User Vector: [1.7476256595037531, -0.24198046848925703] Predicted: 4.418540689070538 Movie Vector: [1.773416444904252, -0.012665171830165469] User Vector: [1.3780125989854488, -0.41938576306847347] Predicted: 2.4491017970784306 Movie Vector: [0.4495044603321505, 0.4971259028299908] User Vector: [1.621140036638246, -0.7357802545202812] Predicted: 0.3629342539790423 Movie Vector: [1.2549253789855974, -0.5166150521774415] User Vector: [-0.7258418618307839, -0.7376301366792819] Predicted: -0.5298065419933876
avg loss: 12.650184353142022: 49%|█████████████████████▊ | 33966/70000 [00:54<00:54, 666.63it/s]
Movie Vector: [1.1849849614665344, 0.34165136349411473] User Vector: [1.8452931584991221, -1.0711304700789956] Predicted: 1.8206914567359607 Movie Vector: [1.0153413816814145, 0.008742408724165027] User Vector: [1.8727380963435656, -0.4180205675613344] Predicted: 1.8978139796121694 Movie Vector: [1.6339749846432932, -0.34224905363287145] User Vector: [2.127527338761417, -0.05254178639363392] Predicted: 3.4943088273502743 Movie Vector: [2.1107734530702906, -0.28836316824644287] User Vector: [2.032657751537753, 0.12861632809671644] Predicted: 4.253391809265242 Movie Vector: [0.788635938805019, -0.5003582455508084] User Vector: [1.887090551593008, 0.45150548529057605] Predicted: 1.2623129362890742 Movie Vector: [1.7857114796625209, 0.9846380042796113] User Vector: [2.1239499872210112, -0.3041223620306559] Predicted: 3.493311438802958 Movie Vector: [0.9923296576448747, 0.5193622912952736] User Vector: [1.7064542499087714, -0.4993588593644068] Predicted: 1.43401700022052 Movie Vector: [1.7129958014252347, 0.4442322197050909] User Vector: [0.6622942861208105, 0.18725364994014737] Predicted: 1.2176914359936633 Movie Vector: [0.6648796666752668, -0.049852243114113605] User Vector: [1.6565572782848221, -0.5256351725335843] Predicted: 1.1276153434249732 Movie Vector: [2.563752618623996, 0.07009373136415892] User Vector: [1.6821375737630264, 0.4705309206047004] Predicted: 4.345565877568171 Movie Vector: [2.824447467248104, 0.23661589856124907] User Vector: [1.7446710426905332, -0.5489103573039055] Predicted: 4.797850790285345 Movie Vector: [0.8346385963486054, -0.2375987208780541] User Vector: [1.5225774118188742, -0.6198452642401177] Predicted: 1.4180763157583691 Movie Vector: [1.721206480459803, 0.16243603928511183] User Vector: [1.5244950722295691, -0.39595593697616854] Predicted: 2.559653283616736 Movie Vector: [-1.4585699377196726, -2.0663925315641207] User Vector: [1.4060596646701484, -0.7308825911060267] Predicted: -0.5405460298163556 Movie Vector: [1.0164293410370788, 0.23129828357761018] User Vector: [1.3242041299393295, -0.14301879529931097] Predicted: 1.3128799293207427 Movie Vector: [0.7883797602498199, -1.579377923837209] User Vector: [1.302444556611152, -0.30170815788415817] Predicted: 1.5033321312836136 Movie Vector: [2.119534639112416, 0.016625591595327366] User Vector: [1.3614565866451074, -0.2620806637021287] Predicted: 2.881297148962316 Movie Vector: [1.6783919984757238, -1.3549261630825926] User Vector: [0.8473433572514741, -0.5448605324396487] Predicted: 2.1604201014060225 Movie Vector: [2.131313906083223, -0.422956632269492] User Vector: [0.2890676082347083, 0.11720066671850703] Predicted: 0.5665230139338522 Movie Vector: [1.7142413810241528, -0.7426398782347998] User Vector: [-0.5369892202749872, -0.03523290685344602] Predicted: -0.8943637809037758 Movie Vector: [2.199855157431349, -0.25573229048149004] User Vector: [1.7088834923367722, -0.27677447779576125] Predicted: 3.830076335219872 Movie Vector: [1.063633374917413, -0.05520742099303064] User Vector: [1.5870521193350104, -1.138240829949042] Predicted: 1.7508809425485832 Movie Vector: [2.4435346813769394, -0.9702126947792762] User Vector: [1.69265402045412, 0.09778447913818039] Predicted: 4.041187059539512 Movie Vector: [1.6201412990109172, 1.0574066507772364] User Vector: [1.7238553909938805, -1.1016144275924213] Predicted: 1.6280348901434134 Movie Vector: [1.7711218851128094, 0.2536840967539506] User Vector: [1.776556316917587, 0.12189507166713087] Predicted: 3.1774206141827808 Movie Vector: [2.527394142146991, -0.5844894360188851] User Vector: [1.9837372980687622, 0.23382982358595128] Predicted: 4.877014964985341 Movie Vector: [1.701288487567697, -1.4281555999633198] User Vector: [1.4677063058940099, -0.37749832049088977] Predicted: 3.036118181733804 Movie Vector: [1.704469117785926, 0.3225798269262759] User Vector: [-0.02298483606828343, -3.118630971966195] Predicted: -1.04518438243954 Movie Vector: [1.8480139801210012, -0.6117866219619214] User Vector: [2.130979345915571, -0.2586780821340724] Predicted: 4.096335412645474 Movie Vector: [2.4092084363598083, -1.3230281393375296] User Vector: [1.9080380992180592, -0.5874736178564238] Predicted: 5.374105613074552 Movie Vector: [0.826393069635524, -0.6179689856143991] User Vector: [0.1435759937079056, 0.5281632254146946] Predicted: -0.20773828648210124 Movie Vector: [2.5617783445035758, 0.14163549740484044] User Vector: [1.6178813042271567, 0.3347951797472958] Predicted: 4.192072170958583 Movie Vector: [1.552038706844979, -0.4429236475734363] User Vector: [1.5051274392968153, -0.64188728519297] Predicted: 2.6203231022118043 Movie Vector: [1.414444287490548, 0.48810514356043627] User Vector: [1.463545918530705, -0.05711272862504378] Predicted: 2.0422271473412077 Movie Vector: [1.7428819146965513, -0.5990247145755754] User Vector: [1.6281154744150603, -0.36894658106590056] Predicted: 3.05862113581224 Movie Vector: [0.8319593133397046, -0.542343892412875] User Vector: [1.5821584472005135, -1.2452660581415462] Predicted: 1.9916538963896762 Movie Vector: [1.8189746839870393, -1.1209538586566596] User Vector: [1.4433333648382687, -0.7367570037142215] Predicted: 3.4512574574004153 Movie Vector: [1.3192075462040085, -0.47725186925565294] User Vector: [1.1344451663419326, 1.2533600374109122] Predicted: 0.8984002034882463 Movie Vector: [2.322308073724953, -0.7959581277008897] User Vector: [1.173673634571019, -1.060109695421245] Predicted: 3.569434685807442 Movie Vector: [0.3877544403076172, -0.9951686859130859] User Vector: [1.2289627181736689, -0.6705231252449062] Predicted: 1.1438193683686677 Movie Vector: [0.7239803360497623, -1.1154631371929158] User Vector: [1.8922469939951572, -0.5317222873602261] Predicted: 1.9630662253759974 Movie Vector: [1.9327245603992331, 0.039784402788473866] User Vector: [2.065295552286132, -0.8607392215620462] Predicted: 3.957403442500244 Movie Vector: [2.288513884765036, 0.25357193729259464] User Vector: [1.6062402110360168, -0.14549926880845016] Predicted: 3.6390084937574314 Movie Vector: [1.3449028560400684, -0.3590896986823845] User Vector: [0.36336495497454374, -0.46928505054039393] Predicted: 0.6572059931248324 Movie Vector: [1.9589526744039356, -1.0394551182951137] User Vector: [1.7900239499876456, -0.21030897217955652] Predicted: 3.7251789416308196 Movie Vector: [1.545425152099906, -0.1296351460923959] User Vector: [1.7062067635380473, 0.05251399736605327] Predicted: 2.6300071873342312 Movie Vector: [1.6823892154085107, -0.34344469992372434] User Vector: [1.8528974332404713, -0.8888438486892332] Predicted: 3.4225633678340017 Movie Vector: [2.516566917410964, -0.9659936287004518] User Vector: [1.6424694792782208, 0.28609953414675704] Predicted: 3.857014027248849 Movie Vector: [2.200711517418376, 0.1707684762144262] User Vector: [1.7513557766159642, -0.3049154870828779] Predicted: 3.8021588755926343 Movie Vector: [0.9513462336418652, -0.8747378225915539] User Vector: [1.9060388618755675, -0.2570204144978767] Predicted: 2.0381283701597996 Movie Vector: [2.1849200565806948, -1.0268408385810497] User Vector: [1.7342814486748606, -0.5184404129870357] Predicted: 4.3216221093914395 Movie Vector: [-0.05239625294944849, -0.30003826638300723] User Vector: [1.5906793734867835, -1.0206494410973745] Predicted: 0.22288825007695773 Movie Vector: [2.640503138662171, -0.2486768589744554] User Vector: [1.90240308546319, -0.26993933951100724] Predicted: 5.090428985229388 Movie Vector: [1.7011717929308017, -0.24466839674533075] User Vector: [1.7585039773619116, 0.229813574434799] Predicted: 2.935289245237433 Movie Vector: [1.7044575125466537, -0.29893267447452915] User Vector: [1.9092220926409094, -1.1850303984846753] Predicted: 3.608432245274482 Movie Vector: [-0.5694818174791468, -1.3171883771674076] User Vector: [1.8201000820612208, -0.7867573420157791] Predicted: -0.0002062761718613082 Movie Vector: [1.6170058559862568, -0.12051308662809185] User Vector: [1.8130488186577034, 0.11272696605002862] Predicted: 2.9181254823335623 Movie Vector: [1.4760176511210603, 1.4234745151906247] User Vector: [0.7054144970190628, 0.07329650067727166] Predicted: 1.1455399497235697 Movie Vector: [1.3866787140263073, 0.2166768012738298] User Vector: [1.1128519147252924, 1.4044458676041993] Predicted: 1.8474789001677088 Movie Vector: [1.6855241906525653, -0.3178988078982539] User Vector: [1.6509439987197616, -1.0853518765135364] Predicted: 3.127738114948622 Movie Vector: [2.610945603908243, -0.628860250061747] User Vector: [1.6837651140530825, 0.871268750546736] Predicted: 3.848312838211151 Movie Vector: [0.9372808708594674, 0.4401849813854115] User Vector: [2.265155761081633, 0.46398208377532846] Predicted: 2.32732510928874 Movie Vector: [2.0256511331434126, -0.9459596647132869] User Vector: [1.8190797779998396, 0.8386774881017413] Predicted: 2.8914659381363377 Movie Vector: [2.166724150748524, -0.7168086080888747] User Vector: [1.95860849393501, -0.6339678915925595] Predicted: 4.698197967615681 Movie Vector: [0.6875598953234413, -0.03855194266051709] User Vector: [1.4219763359492679, -0.4196997379865154] Predicted: 0.9938741409311794 Movie Vector: [0.3754585445781369, -1.7631481062767334] User Vector: [2.0655296919137336, -0.5062674971164006] Predicted: 1.6681453507191013 Movie Vector: [2.403971694402005, -0.11088783172303125] User Vector: [0.4719212090543659, 1.0135294385639897] Predicted: 1.022097146724845 Movie Vector: [2.256536889541814, -0.39386126143462874] User Vector: [1.5995350116387044, 0.9842505173668501] Predicted: 3.221751609538638 Movie Vector: [0.9242992195668611, 0.09363663618082214] User Vector: [0.2633985481266725, -0.5924027199951323] Predicted: 0.18798847450381406 Movie Vector: [2.809336563990454, 0.6688575941118652] User Vector: [0.898604683833153, -0.5459494239122248] Predicted: 2.159320576680869 Movie Vector: [0.05162033456142123, -0.7452367512343281] User Vector: [1.950091158713207, -0.268528537973966] Predicted: 0.30078169329146764 Movie Vector: [1.6544760208802631, 0.4258856686672755] User Vector: [1.583071656743475, -0.09947520446631841] Predicted: 2.5767890314473187 Movie Vector: [1.6864444878532379, -1.0423324791272979] User Vector: [1.8488173128009802, 0.3507644806613557] Predicted: 2.7523145555032986 Movie Vector: [1.9525961780350773, -0.9152690688135043] User Vector: [1.745865376541631, 1.09936035174693] Predicted: 2.4027595361650604 Movie Vector: [2.4063399603874034, -0.8523947909300476] User Vector: [1.6117714708457704, -0.3458998394036802] Predicted: 4.173313318599795 Movie Vector: [0.9735802309478805, -0.08908745758665526] User Vector: [2.1261460326377364, -0.7024192588141385] Predicted: 2.1325504914120215 Movie Vector: [1.983716881021904, 0.6245622157439061] User Vector: [1.5728843458979136, -0.3187643237115345] Predicted: 2.921069076535403 Movie Vector: [2.1707728479535, -0.3894826489804334] User Vector: [1.324272434283044, 0.2308924754156754] Predicted: 2.784766030680371 Movie Vector: [1.9772718454087446, -0.5019644753676828] User Vector: [1.917948737463905, -0.6483695450725944] Predicted: 4.117764518061375 Movie Vector: [2.2501961090035176, -0.03542758572295383] User Vector: [2.57458262357856, 0.46086076930287273] Predicted: 5.7769886174737195 Movie Vector: [1.9209538012182628, -0.9351940727541577] User Vector: [1.67738920650685, -1.1065530059391642] Predicted: 4.257028984704422 Movie Vector: [1.4649136807494667, -0.844645759454536] User Vector: [2.600447299735461, -0.7721006157458279] Predicted: 4.461582336412436 Movie Vector: [2.4159554869194344, -0.8702442645508982] User Vector: [1.9401744509059817, -0.9832728244007698] Predicted: 5.54306264617074 Movie Vector: [0.42860047508056454, -0.3540630531645901] User Vector: [0.38327017804209235, 0.5911290509191988] Predicted: -0.0450271761896846 Movie Vector: [1.695322290347672, -0.7664637651810711] User Vector: [1.4481974764133665, -1.1058848627580515] Predicted: 3.3027821383551155 Movie Vector: [1.8620456669392524, -0.5160823062370832] User Vector: [1.864582941207172, 0.2663925576031367] Predicted: 3.33445810083144 Movie Vector: [-0.03816447804971307, 0.44016058912202394] User Vector: [1.6555246690320298, -0.37590484507136923] Predicted: -0.22864073295246842 Movie Vector: [2.2423258335610323, 0.25775582437977895] User Vector: [2.286416129259277, -0.3733500962808431] Predicted: 5.030656791059559 Movie Vector: [2.066365440025862, -0.18592188311018387] User Vector: [0.1824410165781855, -0.12844908221889362] Predicted: 0.4008713067502595 Movie Vector: [0.9079640963331093, -0.8438787237140605] User Vector: [1.6855384089722403, -0.8046036951287583] Predicted: 2.2093962976781008 Movie Vector: [0.33982736164593697, -0.6968765376146148] User Vector: [1.6887784723829007, 0.3385612251702232] Predicted: 0.33795775830714986 Movie Vector: [2.112404825001573, -0.08329733563598023] User Vector: [1.7539243927136017, -0.744901097742503] Predicted: 3.7670466266104334 Movie Vector: [0.9153822220195263, 0.18893067597638502] User Vector: [-2.097171931476303, -0.6894406085842367] Predicted: -2.0499703828171505 Movie Vector: [1.399549497867078, 0.5689204871520255] User Vector: [0.8710418262702422, -0.06657149898539745] Predicted: 1.1811922609445271 Movie Vector: [2.92420571656829, 0.5990685658512476] User Vector: [1.4702297150290995, -0.6606958547876857] Predicted: 3.9034520191651376 Movie Vector: [2.0210176591404694, -0.29580456833515023] User Vector: [1.8763700898965443, 0.17498149676894606] Predicted: 3.7404167606455294 Movie Vector: [1.7385618825761524, 0.9913892210789587] User Vector: [1.6819835139767343, -0.7488087982263216] Predicted: 2.1818714533107793 Movie Vector: [0.9358292439362867, -0.541018996043051] User Vector: [1.8621941441634815, -1.0995194704146891] Predicted: 2.3375566580086335 Movie Vector: [1.928623021644213, 0.23606441318035298] User Vector: [2.1061656232769175, -0.023217467808198437] Predicted: 4.05651869053382 Movie Vector: [0.5130793139216338, -0.11170419494609912] User Vector: [2.265141496192966, -0.06417004696507922] Predicted: 1.1693653082379976 Movie Vector: [1.9168280565558906, 0.26368145177234575] User Vector: [1.549412378480471, 0.3460316589350604] Predicted: 3.061199248433551 Movie Vector: [1.8980464864579942, -0.10749439865186763] User Vector: [0.9862824854575354, -0.6570228044555099] Predicted: 1.9426362774432413 Movie Vector: [1.1522513973204835, -0.14811542007293904] User Vector: [1.6887084295260468, -0.22452148434815816] Predicted: 1.979071741557894 Movie Vector: [1.1861422501239745, -0.2219475772733014] User Vector: [1.8916580745935994, -0.26892739769068813] Predicted: 2.303463349443499 Movie Vector: [0.627541113148889, 0.3897572364537479] User Vector: [0.9611986837948723, -0.025040214179921014] Predicted: 0.5934320873069052 Movie Vector: [1.1820747977973964, -1.1604467484679293] User Vector: [2.3815026958948615, -0.09925948711594641] Predicted: 2.930299666782167 Movie Vector: [1.3210155511403043, -0.40790324986386506] User Vector: [1.64125524299312, -1.0835245257625963] Predicted: 2.6100968747502367 Movie Vector: [1.7565769866287808, -0.7906939014897797] User Vector: [0.18184326282888727, 0.42216379767142287] Predicted: -0.014380649589847139 Movie Vector: [-0.9704388696257182, 0.26237765690377834] User Vector: [2.2179644195945953, 0.3636975158931683] Predicted: -2.056972782179667 Movie Vector: [0.8766182922511563, -0.433082023460726] User Vector: [1.5635122778819681, -0.12310810181624032] Predicted: 1.4239193687895928 Movie Vector: [2.5271351717403543, -0.9641527587917387] User Vector: [0.48006507237339047, -0.8881739947951328] Predicted: 2.0695247364876805 Movie Vector: [0.8136630145818988, -0.12195368829221198] User Vector: [1.916563223707244, 0.20708094827982204] Predicted: 1.5341823248206652 Movie Vector: [2.0180437771533013, 0.23507867706849542] User Vector: [1.855395289527508, -0.5368643966033226] Predicted: 3.61806354607185 Movie Vector: [2.504495157113713, -0.10621524620327735] User Vector: [1.4799995881884953, 0.1589505753784084] Predicted: 3.689768826650406 Movie Vector: [0.14650236298071043, -0.5224941313814307] User Vector: [1.4314141680300672, -0.41658489810443144] Predicted: 0.4273687225021693 Movie Vector: [1.0352646668100554, -0.2982119147457366] User Vector: [2.034343644298523, 0.6390808840819401] Predicted: 1.9155025609723908 Movie Vector: [1.7649497815939617, -1.4445294695029436] User Vector: [1.6419221709565206, -0.351684549913736] Predicted: 3.405928873343265 Movie Vector: [1.882882962086591, -0.7161951227443153] User Vector: [1.233111611834556, -0.4941483668647015] Predicted: 2.6757114945349874 Movie Vector: [0.8502492855910573, -1.2439407690329385] User Vector: [1.2384895114605674, 0.44460321068521463] Predicted: 0.49996476251708555 Movie Vector: [2.3027836456010826, -0.3664660105143838] User Vector: [2.075684144348572, -0.5717906534830289] Predicted: 4.989393340670707
avg loss: 12.617313819457499: 49%|█████████████████████▉ | 34104/70000 [00:54<00:53, 671.90it/s]
Movie Vector: [2.174160694941157, -0.25459920369938666] User Vector: [1.6475738052928903, -0.8787581772649506] Predicted: 3.805821341658418 Movie Vector: [2.074266526050421, -0.15480046604387795] User Vector: [1.988034972789054, -0.6437029348563904] Predicted: 4.2233599109834765 Movie Vector: [-0.3759891713897108, 0.9886085603665081] User Vector: [2.011281726525692, 0.748921020262872] Predicted: -0.015830418117367406 Movie Vector: [1.858233335307546, -0.6576390517287378] User Vector: [1.1274567064505547, 1.647304896177718] Predicted: 1.0117456062120536 Movie Vector: [1.8546155129068467, -1.1391469046739884] User Vector: [1.8120545750197272, 0.6010923550483754] Predicted: 2.675932029388855 Movie Vector: [1.6760342093098661, -0.3116599717739734] User Vector: [1.3686510143231916, -0.016423471456939565] Predicted: 2.299024459263017 Movie Vector: [1.256606672288425, -0.6422183120474036] User Vector: [1.7761648064496638, -0.3294303422821203] Predicted: 2.4435067452261485 Movie Vector: [1.7516938923760903, -0.4194655715207843] User Vector: [1.8811337678169082, -0.9620059525102834] Predicted: 3.698698908503423 Movie Vector: [2.228298541459767, 0.23826097581572359] User Vector: [1.6870732925529315, -0.5095024022307102] Predicted: 3.6379084175954794 Movie Vector: [2.1601771463065402, -0.05154134646243696] User Vector: [1.826910981852841, 0.08119025166300445] Predicted: 3.9422666964446145 Movie Vector: [1.677118427612488, 0.21541985895239432] User Vector: [1.990027725242746, -0.3342459637939519] Predicted: 3.2655089510884703 Movie Vector: [1.9385947181555272, 0.06691226776312004] User Vector: [1.601486476970634, -0.6693864037748218] Predicted: 3.0598430631664018 Movie Vector: [1.3903841891168052, 0.8979045649848686] User Vector: [1.9874217654141695, -0.3474425837210652] Predicted: 2.451309517745188 Movie Vector: [2.294255824616392, 0.5948947645736216] User Vector: [1.5733688719159111, 0.7696183387187151] Predicted: 4.067552619086813 Movie Vector: [1.7502546073298673, -1.044529836846034] User Vector: [1.7909495136710307, 0.11478029865674226] Predicted: 3.0147261911688403 Movie Vector: [1.9584993452724682, -0.30163473382062583] User Vector: [1.4317297431819307, -0.5392589975043013] Predicted: 2.9667010088015178 Movie Vector: [1.2805080099784416, -0.44163413323519085] User Vector: [1.6043377092435176, -0.4573711130077714] Predicted: 2.2563579824567896 Movie Vector: [0.9692093565481603, 0.783485082827945] User Vector: [2.160590096281846, -0.7247761832212406] Predicted: 1.52621280903884 Movie Vector: [0.9148583067509811, -0.5214361182108801] User Vector: [2.2684828924033305, -0.6375582919218394] Predicted: 2.407786338710562 Movie Vector: [0.48965015650201815, -0.6793426721593941] User Vector: [1.5169323865748712, 0.6185090954058257] Predicted: 0.32258655886148235 Movie Vector: [2.278185191030287, -0.044008044008456426] User Vector: [1.6632166497801297, -0.6428527215431509] Predicted: 3.8174062318647257 Movie Vector: [2.351076878253932, -0.16940426233439815] User Vector: [1.5864892436322053, -1.0446435098850848] Predicted: 3.906925241496747 Movie Vector: [1.5623025113166302, -0.37000824201781707] User Vector: [2.1408291547448615, 0.24707974858831003] Predicted: 3.253201221344391 Movie Vector: [1.7428930174199335, 0.2043723288680284] User Vector: [1.0131632255956275, 0.9338078528053473] Predicted: 1.9566795969903579 Movie Vector: [1.3713581969609638, 0.2165789864624632] User Vector: [1.0635836852592784, 0.175272833167117] Predicted: 1.4965146174959998 Movie Vector: [2.111445020446071, 0.496652623518377] User Vector: [1.6573472482393787, -1.2942806990830378] Predicted: 2.8565896896762446 Movie Vector: [2.2170066265790718, -0.02036181207423074] User Vector: [2.287783182336845, -0.15439171047536587] Predicted: 5.075174170411461 Movie Vector: [2.060083391213923, 0.6090856048671717] User Vector: [0.18848898845260872, 0.4945777092443689] Predicted: 0.6895431977268588 Movie Vector: [1.083530358784511, -1.2726209467639964] User Vector: [2.141241362508857, -0.6767836430866322] Predicted: 3.181389062382754 Movie Vector: [1.2313712708662252, -1.1948421677399894] User Vector: [0.47064595661696706, -0.3701461216175747] Predicted: 1.0218061040615778 Movie Vector: [2.2777596210033044, 0.8314238387655718] User Vector: [1.2025404268057391, -0.128476855119282] Predicted: 2.6322793067263905 Movie Vector: [1.7846616432146356, -0.28349122317513914] User Vector: [0.27262215721209154, 1.0061814149328203] Predicted: 0.20129470701145258 Movie Vector: [0.9580632829862124, -1.2027904062858032] User Vector: [-0.972706390068845, -0.8534608036835976] Predicted: 0.0946201893605777 Movie Vector: [2.2047753330322686, -0.4045798184467706] User Vector: [1.9341662237059702, -0.20109910731074962] Predicted: 4.345762620336687 Movie Vector: [0.029356994083638455, 0.29562150826403566] User Vector: [1.7314134806972175, -0.10187410565914287] Predicted: 0.02071291854115453 Movie Vector: [1.6673841922272261, -0.12442927115904215] User Vector: [1.9322034834755026, -1.1399930746685072] Predicted: 3.3635740519207915 Movie Vector: [1.1665973549823359, -0.3367785837159273] User Vector: [0.005085597398483549, -0.20321503994893825] Predicted: 0.07437131781735497 Movie Vector: [0.7664365785185334, 0.6286343233778426] User Vector: [1.4091215836940019, -0.014316350503698436] Predicted: 1.0710025760109154 Movie Vector: [1.084845056654881, 0.3340157451604449] User Vector: [2.1074860730336655, -0.3331344622517133] Predicted: 2.17502369265195 Movie Vector: [1.2041680995908073, -0.6533850404549825] User Vector: [1.4664028924099684, 0.2841933852777204] Predicted: 1.5801078776510529 Movie Vector: [1.7514152684237472, 0.15458993393451567] User Vector: [1.5859520908111433, -0.7382775353251492] Predicted: 2.6635304314239496 Movie Vector: [0.8644964906209082, 0.3150740885515634] User Vector: [0.8653010071127222, -0.4528869192738869] Predicted: 0.6053567506725405 Movie Vector: [0.45529316861126234, 0.6670464181515873] User Vector: [1.5404331195659164, -0.15279082678533243] Predicted: 0.5994301023073221 Movie Vector: [1.8312641486360743, -0.11149282317759865] User Vector: [0.15958972529110127, -0.5916036651553274] Predicted: 0.3582105052466557 Movie Vector: [1.9625832669770822, -1.1033319836125435] User Vector: [2.1314539388991833, 0.6111078953160647] Predicted: 3.5089009484755693 Movie Vector: [0.9854107998320161, 0.7085390133589011] User Vector: [2.385210291223131, -0.10289924574318586] Predicted: 2.2775038507874896 Movie Vector: [1.2114969280155101, 0.17331525600547038] User Vector: [0.5839848855388704, -0.28080025522033736] Predicted: 0.6588289267179166 Movie Vector: [1.9671503130234813, 1.1901522401292635] User Vector: [1.3022213528427513, 0.43248681914482606] Predicted: 3.0763902985020737 Movie Vector: [1.415525426516109, -0.7979354838206538] User Vector: [1.7096614650145254, -1.357352273411417] Predicted: 3.5031488174624457 Movie Vector: [2.2493381269384223, -0.008361605627112322] User Vector: [1.2329175550649727, 0.5039678179676181] Predicted: 2.769034483836743 Movie Vector: [2.752085557905532, 0.11772302728866278] User Vector: [2.2248859198913333, -0.831547238310895] Predicted: 6.025184149892818 Movie Vector: [-0.28952598571777344, -0.9044933319091797] User Vector: [1.5766111690342006, 0.537759346663178] Predicted: -0.9428696460369596 Movie Vector: [1.8058341665856026, 0.19458353040220538] User Vector: [1.5444337303337592, -0.6260671587762182] Predicted: 2.667168840240403 Movie Vector: [2.1462460110341484, -0.5543498884470338] User Vector: [1.6202571019905347, -0.18776698504093883] Predicted: 3.5815589492084148 Movie Vector: [2.2912253725655045, -1.286701853525192] User Vector: [1.654254112599449, -0.6991580041060588] Predicted: 4.68987689524893 Movie Vector: [2.3450485158002397, -0.8164982185848328] User Vector: [1.7892732651442094, -0.19021310674091202] Predicted: 4.351241277592918 Movie Vector: [1.5787344963240586, -0.3024654863381445] User Vector: [1.8415300460402464, -0.4609837304491953] Predicted: 3.0467186779252566 Movie Vector: [0.07481042227481291, -0.3816596315277011] User Vector: [0.5051523207677424, -0.5071423442705605] Predicted: 0.2313464186761332 Movie Vector: [1.9620211465613127, -0.32095755234489337] User Vector: [2.0068487326420525, 0.19354874807333092] Predicted: 3.8753587189524423 Movie Vector: [2.009844070866091, -0.43612357750272196] User Vector: [1.251851410203598, 0.9617965243268073] Predicted: 2.0965639933839655 Movie Vector: [1.0935846129694582, 0.5516591761881322] User Vector: [1.255050231539564, -0.2974635192509296] Predicted: 1.2084051417394326 Movie Vector: [1.9310220858248612, -0.34842664332326356] User Vector: [1.6452689175276962, 0.04307728445514371] Predicted: 3.1620413432409564 Movie Vector: [1.5927053538029365, 1.4087561040964183] User Vector: [1.4945074437160086, -0.2198884033593726] Predicted: 2.0705408764522963 Movie Vector: [1.4214234128625962, -0.6656237111791986] User Vector: [1.8118853134591784, -0.25566856899786305] Predicted: 2.745635267700993 Movie Vector: [1.0751398954769817, -0.6232739930771858] User Vector: [0.6669992245096292, -0.5236775447763315] Predicted: 1.0435120709401116 Movie Vector: [1.1338638123920246, -0.6693795888555433] User Vector: [1.6466805792813812, -0.140565232419431] Predicted: 1.961203016900197 Movie Vector: [2.7228837973886626, -0.6457155687885882] User Vector: [1.2186693733147074, -1.0755317336814394] Predicted: 4.012782676136699 Movie Vector: [1.4816470731880815, -0.32967980293019755] User Vector: [1.4072928652041798, 0.3719520494092097] Predicted: 1.962486276499531 Movie Vector: [1.8645993346007805, -0.23506730868649947] User Vector: [-0.4967144465444578, -0.08039238862154388] Predicted: -0.9072758040812455 Movie Vector: [1.0356538396631705, -0.20566523391118985] User Vector: [1.7128724803156834, 0.08438977405737197] Predicted: 1.756586918471094 Movie Vector: [2.058681556346676, 0.1954962530252689] User Vector: [1.609887231327584, 0.24736979645432888] Predicted: 3.3626050192505565 Movie Vector: [2.0296217118857216, -0.0005987659302785567] User Vector: [1.1999700991604434, -0.5968179580875329] Predicted: 2.4358427211295792 Movie Vector: [1.9086494322751042, 1.0650707831133888] User Vector: [1.4291882075362758, 0.8609109436684667] Predicted: 3.644750353892247 Movie Vector: [1.3223018884116344, -1.4442348361364197] User Vector: [1.4221658712251735, -0.41971036535605594] Predicted: 2.4866929478903845 Movie Vector: [1.5268650798684538, 0.9582960907307018] User Vector: [1.7416449000819716, -0.23132616915201507] Predicted: 2.4375778158840595 Movie Vector: [1.1672668906150125, -0.3635325124445751] User Vector: [1.4416395723419182, -0.20333845493330638] Predicted: 1.7566982803936102 Movie Vector: [1.945216282241429, -0.15305551560044497] User Vector: [1.8823249137986153, -0.9221663915383509] Predicted: 3.8026717233160645 Movie Vector: [2.0257824339953427, 0.019222331418908684] User Vector: [1.734650644728994, 0.2878517426821811] Predicted: 3.519557986808039 Movie Vector: [0.42342483648774504, -0.37822954299802336] User Vector: [1.6776115675147432, -1.339285660132111] Predicted: 1.2168998068404542 Movie Vector: [1.702898241299697, -0.8075341269477196] User Vector: [2.0925724925980838, 0.6273212738350554] Predicted: 3.0568546802552774 Movie Vector: [1.1796729000562023, 0.20111999229202598] User Vector: [2.104927855789138, -0.6912807270210503] Predicted: 2.3440959735577565 Movie Vector: [1.460511374696062, -0.1302431876037938] User Vector: [2.0546107362031747, -0.14444994019256424] Predicted: 3.019595971457244 Movie Vector: [-0.5287371144406237, 1.56167967653477] User Vector: [1.9049236902660498, -1.1379573082253291] Predicted: -2.7843286562405654 Movie Vector: [2.38525013905455, -0.4092780708716358] User Vector: [1.6638393635394164, 0.4973812991922448] Predicted: 3.765105814625797 Movie Vector: [2.6783473686921684, -0.2131879777955841] User Vector: [1.42400384095126, 0.9244405248929277] Predicted: 3.6168973343251367 Movie Vector: [0.5020169112710343, -0.3342323156212925] User Vector: [1.5560463988996998, 0.2657639451431264] Predicted: 0.6923347081762057 Movie Vector: [0.1769910183647266, -0.7254191655756381] User Vector: [1.6465434613724803, -0.5659971175167111] Predicted: 0.7020085607172861 Movie Vector: [1.123317579330176, -1.001244730571906] User Vector: [1.7527659546107395, 0.2973836172445598] Predicted: 1.6711590295411527 Movie Vector: [2.3015646426861385, -0.03080795933599521] User Vector: [1.2877973072705113, -0.15222383354710156] Predicted: 2.9686384550341143 Movie Vector: [1.9881134098073545, -0.13304830938744505] User Vector: [0.6172103340505702, -0.9822229187048082] Predicted: 1.3577672405728922 Movie Vector: [0.9756143653525038, -0.6703561440315302] User Vector: [0.9800182139834563, 0.46171002258731414] Predicted: 0.6466096974670213 Movie Vector: [1.4826991700168317, -0.32474346283735067] User Vector: [2.119045841799979, -0.15019603275432966] Predicted: 3.1906826906455206 Movie Vector: [1.4409801429340583, 0.9079080501501267] User Vector: [1.3133760028447394, -0.5420139329979614] Predicted: 1.4004499272429942 Movie Vector: [1.516082040934511, -0.5164728546708188] User Vector: [1.8159926735732066, -1.5855753744859] Predicted: 3.5721005188294717 Movie Vector: [0.3766285392298094, -0.589467822032982] User Vector: [1.373177614167377, -1.315697721068852] Predicted: 1.292739349019148 Movie Vector: [1.280748679057231, -0.4093979725368678] User Vector: [2.120085896714014, -0.8854961603384967] Predicted: 3.0778175444361007 Movie Vector: [2.5595314189325458, 0.15044967763224587] User Vector: [2.016968090786388, -0.41417757889164425] Predicted: 5.1001803161254 Movie Vector: [1.2471097097779382, 0.6483492370188126] User Vector: [0.4162215839279424, 0.45653263562381885] Predicted: 0.8150665647165805 Movie Vector: [0.6458455068765309, -1.2266316200244871] User Vector: [1.626748690428012, -0.06319710288595433] Predicted: 1.1281478972240646 Movie Vector: [0.16047890689970662, -0.4676656030666314] User Vector: [2.0605281070636647, -0.6491130260041557] Predicted: 0.634239133022338 Movie Vector: [1.665727574513318, -0.6214018018286772] User Vector: [2.292863513836423, -0.6514543635930792] Predicted: 4.224100894938721 Movie Vector: [2.3547401737807427, -1.0916990830688307] User Vector: [1.5080225687137505, -0.37976771633206224] Predicted: 3.965593393217155 Movie Vector: [2.0817771447892697, -0.9960076345317934] User Vector: [2.2888516002528636, -1.0839938460211782] Predicted: 5.8445450956433325 Movie Vector: [1.6981880114706647, -0.6885726618907243] User Vector: [1.6176317143994607, -0.430584449818595] Predicted: 3.0435314651482455 Movie Vector: [1.5663755332258835, -0.3160685690481125] User Vector: [0.4265511327850955, 0.08991722978770085] Predicted: 0.6397192479125897 Movie Vector: [2.212922245987855, -0.2578486644927998] User Vector: [1.902785958838062, -0.4109497113114998] Predicted: 4.31668021190145 Movie Vector: [2.1437459706709894, -0.17729711375209586] User Vector: [1.354604062387587, -0.11018450323717396] Predicted: 2.923462395002103 Movie Vector: [1.0019145579443405, -0.6570867085871962] User Vector: [1.647641873994894, 0.44005707594525867] Predicted: 1.361640724210803 Movie Vector: [1.523697839490414, -0.680055284804071] User Vector: [1.896456739319712, 0.1273717288435974] Predicted: 2.8030072190537605 Movie Vector: [1.7648776095470164, -0.7714233360605932] User Vector: [-1.1146293047166151, -0.281227139414144] Predicted: -1.7502391247616762 Movie Vector: [1.9799754128400826, -0.7201628439486948] User Vector: [1.9686170711843458, 0.03483650399029459] Predicted: 3.872725442455379 Movie Vector: [1.603445412814172, 0.011751925225600557] User Vector: [0.6224078963320575, 0.6597678746526525] Predicted: 1.0057506290021276 Movie Vector: [2.0683206287895635, 0.8898729963036246] User Vector: [1.1992070084340762, -0.9552519465912139] Predicted: 1.6302916817952267 Movie Vector: [2.210368582462141, -0.3410083465977601] User Vector: [2.0148276350224705, -1.0222507906341365] Predicted: 4.802107755452567 Movie Vector: [1.5405093124064413, -0.6789261758055236] User Vector: [1.1240559987050387, 0.011319393404185696] Predicted: 1.7239337011950928 Movie Vector: [0.6216994505420068, 0.6505410904774872] User Vector: [1.8148825146452479, -0.8720113963952729] Predicted: 0.561032217433469 Movie Vector: [1.9400428725810803, -1.086027418007794] User Vector: [1.8440010603991852, 0.5187399805857769] Predicted: 3.014075272526409 Movie Vector: [1.5629028536781076, -0.20395084988711235] User Vector: [0.8721377033004059, 0.11119488791314697] Predicted: 1.3403882133954865 Movie Vector: [1.748127948856541, -1.1599242847355644] User Vector: [1.7178411988983744, -0.834626509076314] Predicted: 3.9711097680531613 Movie Vector: [1.4693301751511323, -0.475652972423421] User Vector: [1.4932577964876408, -0.2561536630023468] Predicted: 2.315928990863193 Movie Vector: [1.2579201034657401, 0.30665743262577194] User Vector: [1.509029199575867, -0.6725776464021482] Predicted: 1.6919872325761305 Movie Vector: [2.649444257787879, 0.15608503447581917] User Vector: [1.789789657393655, 0.11547248622939511] Predicted: 4.759971457423878 Movie Vector: [1.9015526072066453, -0.92239534395044] User Vector: [0.8330596601588186, -0.224169755106715] Predicted: 1.7908799070986277 Movie Vector: [1.7215410162580007, -0.18124797647320864] User Vector: [0.5248493503527546, -0.4227415507967638] Predicted: 0.9801707346416921 Movie Vector: [1.4079581239112902, 1.6573954867584613] User Vector: [1.564089516119145, -0.1732595638030812] Predicted: 1.915012921659463 Movie Vector: [0.9860186191976511, 0.49932315738603167] User Vector: [2.092055670990979, -0.740990254495647] Predicted: 1.6928122505280947 Movie Vector: [2.046635520275327, -0.20274163093828554] User Vector: [1.064628944293629, 0.8392546144477534] Predicted: 2.0087555639989443 Movie Vector: [2.4291136888622398, -0.2207885676874315] User Vector: [1.000008079251334, -1.084338438235629] Predicted: 2.6685428449487216 Movie Vector: [1.626370462185627, 1.1048261714586567] User Vector: [0.9343210377561779, -0.6896637829835184] Predicted: 0.7575935410578952 Movie Vector: [0.6245817641342726, -1.822520304325066] User Vector: [2.2097346397494264, -1.0461410446876567] Predicted: 3.2867732546943986 Movie Vector: [1.3025496387169497, -0.49962693103141065] User Vector: [1.50614406301098, -0.3968278257598539] Predicted: 2.160093273862894 Movie Vector: [2.1649234585893193, -0.05133041429741203] User Vector: [2.261742173180806, 0.13266112330259047] Predicted: 4.889689137579632 Movie Vector: [-0.686247498403326, -1.6213480329032304] User Vector: [2.2876414177113293, -0.4621344255905726] Predicted: -0.8206074582800987 Movie Vector: [1.4772677643638432, -0.49279779007125996] User Vector: [0.6668111953730524, 0.4466829683076292] Predicted: 0.7649343041970608 Movie Vector: [1.935924796630342, -0.8978630876097273] User Vector: [2.106323213777928, -0.14740949967747802] Predicted: 4.210036887794228 Movie Vector: [2.6327616815389647, -0.2475783936499092] User Vector: [1.6471787240426417, -0.6363122729928734] Predicted: 4.49416619771301
avg loss: 12.587286934325924: 49%|█████████████████████▉ | 34191/70000 [00:55<00:49, 728.74it/s]
Movie Vector: [1.0858439090349543, 0.011585979077220879] User Vector: [1.775071603081789, -0.4283962942105237] Predicted: 1.9224872978057905 Movie Vector: [2.1170709280762474, -0.35374126140784096] User Vector: [0.33965270213481263, -0.5758069983498033] Predicted: 0.922755555255875 Movie Vector: [1.5460905409656842, -0.7914389682719263] User Vector: [1.6551708702732446, -1.0957362667031925] Predicted: 3.42625240662911 Movie Vector: [1.605055961412706, -0.6782761824654538] User Vector: [1.0465015912066282, 0.8891005038141458] Predicted: 1.0766379220389108 Movie Vector: [1.234857447407198, 0.40354908769798403] User Vector: [1.9871327244533301, -0.9304129878912393] Predicted: 2.078358331331885 Movie Vector: [-0.47996586287690135, -0.019834355664629724] User Vector: [1.870487214681874, 0.19245532849402497] Predicted: -0.9015872374299011 Movie Vector: [1.3943771567477419, -0.3992138562935291] User Vector: [1.8735728398049514, 0.04145970366264806] Predicted: 2.595915881147068 Movie Vector: [1.4284458031013134, -0.39845996194152] User Vector: [2.0061744972542304, -0.7559969043093003] Predicted: 3.166946038610684 Movie Vector: [1.4294743138461747, 0.7257437202885282] User Vector: [1.8944202794873475, -0.6842212317071417] Predicted: 2.2114558669569147 Movie Vector: [0.4329540013174419, -0.6067268766540055] User Vector: [1.6665051218623679, 0.9348163894135952] Predicted: 0.15434183253243805 Movie Vector: [2.4140504414985875, -0.3847991006883895] User Vector: [-0.2339196001160449, 0.7728648404567485] Predicted: -0.8620914094967437 Movie Vector: [2.9305933635340167, 0.5961980675685904] User Vector: [2.2050697821424583, -0.6743410298390796] Predicted: 6.060122050803816 Movie Vector: [1.9194067662682928, -1.1802774942435357] User Vector: [1.5363023681126173, -0.3177212437751662] Predicted: 3.323788393860252 Movie Vector: [0.1158278536792822, -0.5684863899316482] User Vector: [2.1748259640419407, 0.5867248572359737] Predicted: -0.08163967243228665 Movie Vector: [1.9593702969933477, -0.29630067324339854] User Vector: [0.17049794408724467, -0.13533528824455313] Predicted: 0.3741685443634303 Movie Vector: [0.8819940566464133, -1.2770251524509901] User Vector: [1.3430064496493905, -1.2265302302783792] Predicted: 2.750833660935558 Movie Vector: [2.368911568219029, 0.18959281956783763] User Vector: [2.08815410211335, -0.06895774301757567] Predicted: 4.933578515790598 Movie Vector: [1.1357429226183302, -0.09382145651953448] User Vector: [1.3276076053744872, -0.5865373670717275] Predicted: 1.5628507319001452 Movie Vector: [2.0212738053977306, 1.2081274461162097] User Vector: [2.1056858488165715, -0.7340878864316991] Predicted: 3.369295925150047 Movie Vector: [1.6312498387307492, -0.75386967270221] User Vector: [1.880818096622633, -0.6911270562474383] Predicted: 3.5891039444864434 Movie Vector: [1.0183561320480394, -0.8643412622839628] User Vector: [1.95449798631937, -0.5726091758471631] Predicted: 2.4853047472909924 Movie Vector: [2.0556855393295117, -0.08975268121944167] User Vector: [-0.230586175574513, -0.6137803809363795] Predicted: -0.4189242318288919 Movie Vector: [2.0940294414659144, 0.2864089484317881] User Vector: [1.653067684955592, -0.4545255839964769] Predicted: 3.3313922064851353 Movie Vector: [1.5992181212253154, 0.8524966399089488] User Vector: [1.7104761736473926, 1.1159488522999] Predicted: 3.6867671397169617 Movie Vector: [0.8330481894682038, -0.4683182146252395] User Vector: [1.9610070436658322, -0.4261198962644216] Predicted: 1.8331730762950627 Movie Vector: [1.2711884743735906, -0.28904345295546663] User Vector: [1.563260470062257, -0.181206040370106] Predicted: 2.0395751115919456 Movie Vector: [2.064788961599593, 0.2889225068541772] User Vector: [1.7590652916219733, -0.5056645001930562] Predicted: 3.4860007418510772 Movie Vector: [1.994861560872954, -0.3244723937472669] User Vector: [0.8517823466235007, -1.2620763565228958] Predicted: 2.1086967980021973 Movie Vector: [0.7901590767793267, -0.40208708288856626] User Vector: [-0.3855010627121652, -0.7347043664207862] Predicted: -0.009192028330467561 Movie Vector: [1.6506122472335043, -0.12639767513938302] User Vector: [1.8916911586472371, -0.22234611566555212] Predicted: 3.150552626542866 Movie Vector: [-0.8511522145516934, 0.008622694913565203] User Vector: [0.3002227744391335, -1.280965586503639] Predicted: -0.266580654769919 Movie Vector: [1.1763513418694775, -0.42721897497065775] User Vector: [2.126429276347036, 0.9148409551696736] Predicted: 2.110590517492612 Movie Vector: [1.8889052230718328, 0.15490823513507918] User Vector: [1.9808916612847032, -0.5222455259011256] Predicted: 3.660816472615581 Movie Vector: [1.7771993369633339, -0.43250897647907416] User Vector: [1.0513062449786599, 0.6050129619853799] Predicted: 1.606707224576617 Movie Vector: [0.6206277411457033, -1.521312642720789] User Vector: [1.2125166394501028, -0.027666573150300897] Predicted: 0.7946109705578087 Movie Vector: [1.706507890686413, 0.44239786148731725] User Vector: [0.17510669331477227, -1.2796980837257903] Predicted: -0.2673147417360428 Movie Vector: [1.4454601696447356, 1.2943754007687367] User Vector: [1.9168574837291348, -1.099906102010446] Predicted: 1.3470497420181462 Movie Vector: [1.5689339984237654, -1.1037476415950789] User Vector: [1.8211395974899738, 0.5666472934280973] Predicted: 2.231812216640294 Movie Vector: [0.9810165631525172, -0.7757394578889477] User Vector: [1.9843866749586383, -0.7389904848888463] Predicted: 2.519980273966339 Movie Vector: [2.164425274763764, -0.7138299645520817] User Vector: [1.5369676828502374, -0.15563128644625618] Predicted: 3.4377459749432764 Movie Vector: [2.5768382752858954, 0.04230088598431582] User Vector: [1.453058513524546, -0.16076002390090496] Predicted: 3.73749650243821 Movie Vector: [2.198252758435615, -0.8663825624371518] User Vector: [1.622248916518222, 0.41297125271896845] Predicted: 3.208322063461828 Movie Vector: [0.5819358439180259, 0.4532467245579007] User Vector: [2.0055775035431913, -0.7557471457810673] Predicted: 0.8245775186481636 Movie Vector: [2.012660284232336, -1.5728898090107124] User Vector: [1.6891298772347763, -0.20581455453599765] Predicted: 3.723368234196425 Movie Vector: [2.1017036397716984, 0.2479463200987154] User Vector: [2.1933318070752446, 0.23464527194289636] Predicted: 4.667912873863882 Movie Vector: [2.488448246982834, 0.07053964232636147] User Vector: [-0.2726782063762895, 0.6673950181480102] Predicted: -0.6314677987769448 Movie Vector: [1.946095278620995, -0.3199786607877902] User Vector: [1.804980161684258, 0.014259565014776751] Predicted: 3.5081006141414504 Movie Vector: [1.7088090210870155, -0.21026743530523068] User Vector: [1.7507078946791719, -0.20197804130325808] Predicted: 3.0340948484488357 Movie Vector: [1.1021169015620749, -0.07896547213409472] User Vector: [1.2292476258954275, -0.40201687706837047] Predicted: 1.3865200372079833 Movie Vector: [2.4777100890489696, -0.3816384735287492] User Vector: [1.4549671196196174, -0.5005854475281377] Predicted: 3.796029377581389 Movie Vector: [2.045252332339141, 0.11688970962737717] User Vector: [1.730641086004535, -1.3866549422700511] Predicted: 3.3775120240374052 Movie Vector: [2.143686102306758, -0.3428622781279303] User Vector: [0.9166828872006841, 2.161871349592682] Predicted: 1.22385622957369 Movie Vector: [1.8447450226503157, 1.1036247079289978] User Vector: [2.2769089530916737, 0.07267439789560351] Predicted: 4.280521719395257 Movie Vector: [2.5662013902795624, -0.13447736569849075] User Vector: [1.5717166509775005, -0.5830516172914377] Predicted: 4.111748700423597 Movie Vector: [0.8766334481617508, -0.7898537858545763] User Vector: [1.70955730440296, -0.9773588109375171] Predicted: 2.2706256715462 Movie Vector: [1.3501212605929533, -0.3126102043513618] User Vector: [1.9459772442909506, 0.4788238041179745] Predicted: 2.4776200428936836 Movie Vector: [2.0743723236325073, -0.056641636514576245] User Vector: [1.9766839919955892, -0.3031803334686881] Predicted: 4.117551195809773 Movie Vector: [1.6482505702868528, -0.664714788374614] User Vector: [2.0345113010251956, -1.0252875214544304] Predicted: 4.03490819001654 Movie Vector: [1.0134511802787864, 0.21399324246960372] User Vector: [2.6147597640100932, -1.2480325725081005] Predicted: 2.382860832082821 Movie Vector: [1.0818687606523045, -0.7478433487188538] User Vector: [1.6049876073269977, -1.072325803355188] Predicted: 2.5383176732999453 Movie Vector: [0.5258466481792543, -0.19786062258927303] User Vector: [2.207961069211193, -0.7099057436142583] Predicted: 1.3015113199662063 Movie Vector: [2.7669768265679604, -0.15565115085490658] User Vector: [1.3437677632569378, 0.18026072470779655] Predicted: 3.6901164719663004 Movie Vector: [0.31053678208890056, -0.7254544604790586] User Vector: [1.3673660695309724, -0.6902095863806856] Predicted: 0.9253330822749706 Movie Vector: [1.0364405884058638, 0.3799787097094317] User Vector: [1.923097374800039, -0.4175869583307213] Predicted: 1.8345020210815308 Movie Vector: [1.5743407754316354, -0.42777059642604504] User Vector: [1.8217972396489472, -0.6463663770118804] Predicted: 3.1446262095522504 Movie Vector: [1.4114479311300856, 0.7322544370068714] User Vector: [2.0090380457091603, -0.2978720601142792] Predicted: 2.6175344554987663 Movie Vector: [0.5652886907803814, -0.5951898541894792] User Vector: [1.9954431956853285, -0.7530034452607008] Predicted: 1.5761814824044718 Movie Vector: [-1.937344323446266, -0.11108354036365342] User Vector: [1.129566822698025, 0.1525488547564975] Predicted: -2.205305538772026 Movie Vector: [2.2093686702579314, -0.18263491300712323] User Vector: [0.9793144122310288, 0.8593389924165448] Predicted: 2.006721278591671 Movie Vector: [1.170286959650844, -0.9395271992743246] User Vector: [2.164710241434323, -0.060330041030777874] Predicted: 2.5900138814549702 Movie Vector: [1.9314967694977927, 1.0788335069764718] User Vector: [1.8238803710815124, -1.036331801161571] Predicted: 2.4047895732559947 Movie Vector: [1.9912503818420224, -0.7199633229202653] User Vector: [1.3266918270826178, -0.9004029565579843] Predicted: 3.2900327118356705 Movie Vector: [2.5327102813981823, 0.09973758023467498] User Vector: [1.5463243701264162, -0.591279660462939] Predicted: 3.857418828019189 Movie Vector: [0.9360152011937981, -0.49069258217118517] User Vector: [0.81312298904026, 0.77513494256602] Predicted: 0.3807425116829878 Movie Vector: [2.698208283847772, -0.583705943510485] User Vector: [1.7659884085120692, -1.2687262012159264] Predicted: 5.505567577363625 Movie Vector: [2.5904420186163457, -1.0812774952566313] User Vector: [2.3357052391020106, 0.4971149702287496] Predicted: 5.51298976460867 Movie Vector: [1.6485394561857822, -0.6413329064731402] User Vector: [1.799484159998269, 0.3431187192415662] Predicted: 2.7464673130619404 Movie Vector: [2.3594155251705757, 0.3808931179760455] User Vector: [1.6933565240229336, 0.4261032439764623] Predicted: 4.157631465606492 Movie Vector: [2.3628702099779164, -0.21570082312148223] User Vector: [1.9625318414481483, -0.9588883105043359] Predicted: 4.844041022148286 Movie Vector: [2.1283512088097947, -0.8659060345417018] User Vector: [0.777752546353651, -0.6357386752849753] Predicted: 2.2058205275074965 Movie Vector: [2.009687242326345, -1.089826830762947] User Vector: [1.1394170903030654, -0.45666118928011923] Predicted: 2.7875536067162665 Movie Vector: [2.3731149716714244, 0.04223346141426858] User Vector: [1.8775984646511898, -0.48291139943266764] Predicted: 4.435362007296568 Movie Vector: [1.7305361038204838, -0.36654099485661024] User Vector: [1.630209354614042, -1.0642934971539777] Predicted: 3.2112433422117292 Movie Vector: [1.5880929314242678, -0.652858617351748] User Vector: [0.9585225544054012, -0.37484707815499996] Predicted: 1.7669450384245666 Movie Vector: [1.9893578677177994, -0.16832246837693476] User Vector: [2.2150483698895584, 0.7194654613651166] Predicted: 4.285421699646353 Movie Vector: [2.087507651166833, 0.21435774655284612] User Vector: [2.139746705015563, -0.6853445334476435] Predicted: 4.31982870847686 Movie Vector: [1.7818625509530017, 0.3789836386364836] User Vector: [2.0049694099134716, -1.1207947729121153] Predicted: 3.1478170261281684 Movie Vector: [2.0959137314175114, -0.20672559809478655] User Vector: [2.196577816682912, -0.30570377529775755] Predicted: 4.667034403901075 Movie Vector: [-0.22922866844136802, 1.822061489422883] User Vector: [0.6102455988589855, -0.5934891336279413] Predicted: -1.2212594808230737 Movie Vector: [1.6074004621161053, -0.26900706070564473] User Vector: [0.28028789069533505, 1.4048929760182698] Predicted: 0.07260875494454944 Movie Vector: [2.288329627812466, -0.1792804749838967] User Vector: [1.7692946596125316, -0.40065665966065434] Predicted: 4.120559306171152 Movie Vector: [1.4764552828555841, -0.844193884560774] User Vector: [0.5224331047625476, 0.07056984020098274] Predicted: 0.7117744899332075 Movie Vector: [1.5035470820203523, -0.14750776616149913] User Vector: [0.8440218763784987, 0.3467417366579161] Predicted: 1.217879530380866 Movie Vector: [-0.28293398549859683, -0.6891201899282409] User Vector: [1.590703163287123, 0.9111717861758769] Predicted: -1.0779708600808258 Movie Vector: [1.270698965708432, 0.15648750034223635] User Vector: [1.476468177935942, 0.3565599200136642] Predicted: 1.9319437572097808 Movie Vector: [1.6672825008639054, -0.19064276433443353] User Vector: [1.012573766757575, 1.5754860205453276] Predicted: 1.387891512021737 Movie Vector: [1.2892248831225028, 0.405463660314873] User Vector: [1.8249825293209991, -0.21111746925667288] Predicted: 2.267212426223251 Movie Vector: [1.5704142491062154, 0.05832071091520845] User Vector: [1.243267093777563, -0.3203346966042826] Predicted: 1.933762212276389 Movie Vector: [2.2283109268003267, -0.3501116442529641] User Vector: [1.218076569271375, 0.1996719378716009] Predicted: 2.6443458585074584 Movie Vector: [2.087595805932728, -0.2898297328299294] User Vector: [1.2923521516788434, -0.8265805154421164] Predicted: 2.9374765415859043 Movie Vector: [-1.0732904456795738, 1.4250348730920732] User Vector: [1.5892061767334495, -0.521262115501236] Predicted: -2.448496498313985 Movie Vector: [2.1297002758209107, 0.35407392958568096] User Vector: [1.6766650529508902, 0.04133998438535698] Predicted: 3.585431436449127 Movie Vector: [1.9191400850186746, 0.14693706655146482] User Vector: [1.524508153837759, -0.036075505116504904] Predicted: 2.920443879071678 Movie Vector: [2.144800493411879, 0.5353109622693601] User Vector: [2.4959056692084873, 0.4620994766911817] Predicted: 5.600586626359594 Movie Vector: [1.0238810768151494, -0.7917023083433499] User Vector: [1.9433358327149624, 0.927574815037769] Predicted: 1.2553816627871033 Movie Vector: [1.0340877447860477, 0.23576016114463905] User Vector: [1.3475540875422345, -0.9181663681399581] Predicted: 1.177022116453505 Movie Vector: [2.18855726013753, -0.26227782747344675] User Vector: [1.7542567728498297, -0.07048116937090046] Predicted: 3.8577770443463164 Movie Vector: [1.2364243215999067, 0.3685718032839117] User Vector: [0.9282498960585249, -0.10236336375308952] Predicted: 1.1099824984406623 Movie Vector: [1.6691084383048531, -0.9085677914986819] User Vector: [0.5873326629716529, -0.41136192251689774] Predicted: 1.354072097305876 Movie Vector: [1.9125610272674416, 0.26272849228659895] User Vector: [1.690723567364998, -0.4602213636461867] Predicted: 3.1126987378360287 Movie Vector: [2.4616712290186706, 0.9547163209902776] User Vector: [2.1097026855951917, -0.6884296327030838] Predicted: 4.53613939671813 Movie Vector: [0.5736184579917455, 0.09718601391751003] User Vector: [1.3011085319359859, 0.43496743836181373] Predicted: 0.7886126212873189 Movie Vector: [0.47737321763763274, -1.4119901190486228] User Vector: [1.9487586626907631, 0.412379513017413] Predicted: 0.3480093955292297 Movie Vector: [1.6511704526073427, 0.12303464708805766] User Vector: [1.4819415044379929, -0.43580707329586194] Predicted: 2.3933186551590517 Movie Vector: [2.218671391916235, 0.5579224012797833] User Vector: [1.1845837020694627, -0.3619458249154914] Predicted: 2.4262642873416986 Movie Vector: [1.3472222265517044, 0.09240693332002842] User Vector: [0.6596679194188413, -1.1187100491701396] Predicted: 0.7853427182660709 Movie Vector: [1.0564861392066138, -1.133420916729393] User Vector: [1.8325231191842914, 0.08105634731396083] Predicted: 1.844164315714548 Movie Vector: [2.5426317347411627, 0.0959438396216] User Vector: [1.979957093442176, 0.03071187566073051] Predicted: 5.037248354484822 Movie Vector: [1.19355962093173, -1.5504805948840061] User Vector: [1.2480197659457957, 0.8210877479429296] Predicted: 0.21650537887504795 Movie Vector: [-0.15161617824881754, -1.2540972814873677] User Vector: [1.1961172237960565, 0.0974957122637228] Predicted: -0.30361982991615305 Movie Vector: [2.0745094312177432, 0.1009494012639563] User Vector: [1.8921195664033303, -0.2932406398706956] Predicted: 3.8956174184741297 Movie Vector: [2.4662993107658093, -0.8652625764950547] User Vector: [1.5471231665310243, -0.7317770678797383] Predicted: 4.448848110458901 Movie Vector: [2.4208223259396906, 0.02996330586895158] User Vector: [0.5607383503294838, -0.39688548986027494] Predicted: 1.3455559161605741 Movie Vector: [1.4722924079333313, 0.10422802825282357] User Vector: [1.9943066984602893, -0.3388611122188896] Predicted: 2.900883785655538 Movie Vector: [1.7150394145546766, -0.3564238736621245] User Vector: [1.9255104078985297, -0.1795012616071487] Predicted: 3.3663047776704893
avg loss: 12.563914274876819: 49%|██████████████████████ | 34333/70000 [00:55<00:54, 654.01it/s]
Movie Vector: [0.6716792574870638, 0.7544418899776185] User Vector: [1.5611233972157021, -0.16096624873810556] Predicted: 0.9271345233669417 Movie Vector: [1.7971725740563065, -0.44696303624430606] User Vector: [1.8310230536127092, 0.8192348123686222] Predicted: 2.9244967352842774 Movie Vector: [0.9873653659436068, -0.18687179782189553] User Vector: [1.3892853106522918, -0.3149119960527867] Predicted: 1.4305803700103434 Movie Vector: [1.6683567893451323, -0.5679996513592037] User Vector: [1.6691975527829108, -0.2884406467428195] Predicted: 2.948651256731394 Movie Vector: [2.424936056652224, -1.109376623635583] User Vector: [1.542504282749039, -1.1813084413688217] Predicted: 5.050990222936578 Movie Vector: [0.9679307771273741, -0.8725042434262409] User Vector: [1.5166922131617198, -0.6906234566880458] Predicted: 2.070624969118679 Movie Vector: [1.8622151231537816, 0.09883727191095926] User Vector: [1.982213095598499, -0.2858717966612751] Predicted: 3.6630524154387123 Movie Vector: [1.7807960947724537, -0.3129170883198745] User Vector: [1.8127648571032091, -0.32021827568397454] Predicted: 3.32836634872398 Movie Vector: [0.8336983463869043, 0.7267423157011251] User Vector: [1.7492835977718544, -1.1767464370365106] Predicted: 0.6031834121791677 Movie Vector: [0.05872377770795888, 0.16077116742253345] User Vector: [-1.1336268410147694, -2.0230284578792843] Predicted: -0.39181549751778705 Movie Vector: [1.823409797519073, -0.21712779431349086] User Vector: [1.3092685850750447, -0.40775029138520524] Predicted: 2.4758670870089237 Movie Vector: [1.2369754396140413, -0.8465307269804855] User Vector: [1.8972401869835238, -0.17362607205622702] Predicted: 2.493819319347894 Movie Vector: [1.9160165458673626, -0.896469823145267] User Vector: [1.742497835171026, -0.5320789393533415] Predicted: 3.8156473959871575 Movie Vector: [0.2826510412604033, -1.0491265878308278] User Vector: [1.459700324127453, 0.8779374145135999] Predicted: -0.5084816674748993 Movie Vector: [1.6668095105158598, -0.4493446192594056] User Vector: [2.2299147697865203, -0.780931749881794] Predicted: 4.067750625738173 Movie Vector: [1.6597503234540953, -0.9020134614591019] User Vector: [1.8817587581497013, 0.2108234475773513] Predicted: 2.9330841197955553 Movie Vector: [1.5067408072342172, -0.8401029404833031] User Vector: [-0.7612214972134479, -1.11896727357773] Predicted: -0.20691579635819424 Movie Vector: [0.2121955328849267, -0.0690835639520007] User Vector: [1.5714804349336777, -0.6231528029819935] Predicted: 0.3765107448256632 Movie Vector: [2.6043066958183942, -0.17747265637023277] User Vector: [0.505012678624708, -1.0626462594927009] Predicted: 1.5037985548695714 Movie Vector: [-1.371739316054272, 0.2568754288118371] User Vector: [1.9586154948795642, 0.011104831200153237] Predicted: -2.6838573210829706 Movie Vector: [1.491178176371199, 0.2363246703727405] User Vector: [0.4236649193229021, -0.008361259855081016] Predicted: 0.6297839098092235 Movie Vector: [0.7976313923313789, -1.3442198442329107] User Vector: [0.5934845155002567, 0.7699788575661408] Predicted: -0.5616389795546088 Movie Vector: [2.0148748890009722, 0.6541267451788081] User Vector: [0.2845969648582146, 1.0428884593636663] Predicted: 1.2556085114868054 Movie Vector: [1.8666099368335058, -0.34957333362633797] User Vector: [0.8431951192294093, -0.9453825812874249] Predicted: 1.9043969287360456 Movie Vector: [2.0372150725429634, 0.7359910040180259] User Vector: [1.383980912946344, 0.48195244613075555] Predicted: 3.1741794406827815 Movie Vector: [0.13894788019898252, 0.30214963144476026] User Vector: [1.0545732683431348, -1.3144362981016824] Predicted: -0.250625722878247 Movie Vector: [0.6693114694766665, -1.287202596560662] User Vector: [1.0358303029821665, -0.903564617720712] Predicted: 1.856363824307897 Movie Vector: [0.6584126867729981, -0.09311894221802149] User Vector: [2.186301304802023, -0.0776637309671862] Predicted: 1.446720480666381 Movie Vector: [1.8681726741141063, -0.9222160132707502] User Vector: [0.8284768268516436, -0.30941827386946935] Predicted: 1.8330882560220236 Movie Vector: [0.2820782140182284, -1.6990505294378568] User Vector: [1.246345055001048, -0.9608581582743889] Predicted: 1.9841133496959307 Movie Vector: [0.7226190547632498, -1.3337033098361986] User Vector: [1.8985892335753587, 0.5701709345043479] Predicted: 0.6115178948290616 Movie Vector: [1.6781642011540634, -0.7531710369181241] User Vector: [-1.4113656073494891, 1.1959370216839988] Predicted: -3.269248363704486 Movie Vector: [2.3685418547090507, -0.8462152211641896] User Vector: [1.883116236509255, -0.8006122021543098] Predicted: 5.137729855167116 Movie Vector: [2.3519839952519073, -1.0535071606387845] User Vector: [1.5434364739564088, -0.8858980567577664] Predicted: 4.563437830823802 Movie Vector: [0.7967800556660538, 0.12409883043564365] User Vector: [1.7784478393184875, 0.2882673273844126] Predicted: 1.452805406592572 Movie Vector: [1.87344467721147, -1.006854109333994] User Vector: [0.4341397057998416, 0.3934226790129116] Predicted: 0.4172174799275279 Movie Vector: [0.648280644421273, -1.1918810305924723] User Vector: [2.004748081195514, -0.45070997984029865] Predicted: 1.836832053250106 Movie Vector: [1.9932007299183057, 0.14518451759508014] User Vector: [0.7902895427604659, -0.24635178056863039] Predicted: 1.5394392290564192 Movie Vector: [0.06773320341174377, -0.23784610893755237] User Vector: [1.812641804463274, -0.23187248936159233] Predicted: 0.17792600541865994 Movie Vector: [0.38678723561319284, 1.89241017133731] User Vector: [1.5402459293656117, -0.527300285995983] Predicted: -0.40212095938407266 Movie Vector: [0.8207452630912266, -0.17015311618732837] User Vector: [2.186440273365545, -0.17888717183565664] Predicted: 1.8249487071304327 Movie Vector: [1.9629752306868713, -0.9257204333968736] User Vector: [0.6422552812368373, -1.772483298364696] Predicted: 2.9015552159966287 Movie Vector: [1.9661557134018908, -1.1899455999086421] User Vector: [1.691284185179594, -0.7289803219211244] Predicted: 4.192774990167147 Movie Vector: [0.9473220184813307, -0.42336526751520015] User Vector: [2.089420510577402, -0.9453799921076805] Predicted: 2.379595108798663 Movie Vector: [2.1074399399678816, 0.010084183410802361] User Vector: [1.743753529316589, -0.48938852568126723] Predicted: 3.6699207494896218 Movie Vector: [1.0342051027780683, 0.4351842060199149] User Vector: [2.0503117338511916, -0.7114633791598544] Predicted: 1.810825231662724 Movie Vector: [1.9489583015714358, -0.9523877073859618] User Vector: [1.623776930705398, -0.09059270408438748] Predicted: 3.2509529067472958 Movie Vector: [1.588758865858091, 1.0365021838493544] User Vector: [1.5441334988407807, 0.3453054891347153] Predicted: 2.8111656799350664 Movie Vector: [1.1719137080180733, -0.00918613110909364] User Vector: [1.5831242575141011, -0.6592130395141136] Predicted: 1.8613406362865101 Movie Vector: [1.882969082453153, -0.32858165863246774] User Vector: [1.647188489444445, -0.4721499094112448] Predicted: 3.2567447989541183 Movie Vector: [2.3948430064258264, 0.5407169695327831] User Vector: [1.599455543608525, -0.15835679815817272] Predicted: 3.7448187146948926 Movie Vector: [2.5565382841362867, -0.40875953130628595] User Vector: [0.0014082393722825715, 0.3127517638943318] Predicted: -0.1242400465561928 Movie Vector: [1.409184668732888, 0.9417035845823406] User Vector: [1.6276656314644018, 0.15268808167868428] Predicted: 2.437468367522888 Movie Vector: [1.1010881457640496, 0.5468686839368144] User Vector: [2.201107676175559, -0.6172247310150034] Predicted: 2.0860726934437333 Movie Vector: [2.1095862892703305, -0.581427903772837] User Vector: [1.5635364703693346, -0.2604955527280343] Predicted: 3.449874483830082 Movie Vector: [2.155423930792432, -0.3995955177200704] User Vector: [1.4969412081195455, -0.04027914096258339] Predicted: 3.2426382671564657 Movie Vector: [1.7500763154637813, -0.5320793430293452] User Vector: [2.045460006529814, -0.3271258856768276] Predicted: 3.7537680379950378 Movie Vector: [2.3025613673623213, 0.5322900830975148] User Vector: [1.4587363658575618, 0.5031283675459951] Predicted: 3.6266402417599055 Movie Vector: [0.5093610101203006, -1.3477031831406887] User Vector: [2.1414372300215514, -0.2620527752164048] Predicted: 1.443933989902996 Movie Vector: [1.2811624505244161, -1.318741427845149] User Vector: [0.5776953205743799, 0.9577209324832163] Predicted: -0.5228647174165435 Movie Vector: [2.105685807051852, -0.4886794372323835] User Vector: [2.248152575282671, -0.7250286248604126] Predicted: 5.0882095502339455 Movie Vector: [0.4442048290653808, -0.14008404234922334] User Vector: [0.9726798974174643, -0.017909388806229696] Predicted: 0.43457792714763743 Movie Vector: [1.1239686800794308, -1.0595195889611988] User Vector: [-0.820422952814886, -0.15179691148061228] Predicted: -0.7612979021246987 Movie Vector: [-0.8928330244377942, -1.1545908225692298] User Vector: [1.6802217308326448, -0.4896925278481522] Predicted: -0.9347629511312122 Movie Vector: [1.1781248070891093, 0.03794250766746747] User Vector: [1.3278538906848363, -0.5702724091901797] Predicted: 1.5427400435473524 Movie Vector: [1.4359687674753505, -0.05738456163302899] User Vector: [1.480459193958039, 0.3271973916778674] Predicted: 2.107117085156571 Movie Vector: [0.44659186930370165, 0.6814194315524951] User Vector: [0.9754008083221996, -0.04780300730474596] Predicted: 0.40303217224485294 Movie Vector: [1.1895444167132332, -1.160758077337645] User Vector: [1.9314752181601944, -0.09294900350590232] Predicted: 2.4054668683823945 Movie Vector: [1.9681858187057384, -0.3704484325005129] User Vector: [2.069793157749809, 0.8297933847485868] Predicted: 3.7663418820579344 Movie Vector: [1.8647866091350962, -0.5504247060741793] User Vector: [1.7437643942564083, -0.688637584277656] Predicted: 3.6307916318135844 Movie Vector: [0.48924012115170723, 0.6284893123881999] User Vector: [1.818195475346054, -0.2513742838029287] Predicted: 0.7315481238564105 Movie Vector: [1.3880647978246654, -1.2108467152616658] User Vector: [2.570019277162331, -0.7545563054067832] Predicted: 4.481005312241606 Movie Vector: [1.9936940416357816, -0.7448894646817519] User Vector: [1.6670428693430377, 0.7853973787395411] Predicted: 2.738539202748883 Movie Vector: [1.5820444126597168, 0.40229060005871575] User Vector: [1.8387139352162383, 0.5542630011440203] Predicted: 3.131901903008983 Movie Vector: [1.3011004565196236, 0.572740165822379] User Vector: [1.8884364213859057, 0.08105177769991918] Predicted: 2.5034670985735366 Movie Vector: [1.4925703471543972, 0.9628511347241482] User Vector: [1.8220032700206854, 0.3972342234894814] Predicted: 3.1019454760893344 Movie Vector: [2.1757925776285885, 1.1542588412696124] User Vector: [1.867123265929245, -0.6261584931413209] Predicted: 3.3397239667820724 Movie Vector: [1.3070036718327065, -0.9700795687416989] User Vector: [1.7249074506910074, -1.126287838321952] Predicted: 3.3470491921031194 Movie Vector: [1.7938754288029615, 0.3365351517972853] User Vector: [1.577158960986592, -0.4667739163227975] Predicted: 2.67214087664555 Movie Vector: [2.1140841003120117, -0.042607037828922396] User Vector: [1.3548435167420925, 0.32616576566137995] Predicted: 2.8503561800392347 Movie Vector: [2.0264991842117803, 0.25427496027536545] User Vector: [1.6137589642465322, -1.0608091766374772] Predicted: 3.0005440133108072 Movie Vector: [1.6334645142083115, -0.04322200581803871] User Vector: [1.87236421480823, -0.3003318366808112] Predicted: 3.071421446955112 Movie Vector: [2.080705725015456, 0.11790715887471284] User Vector: [0.72932026057634, -1.7641706175106515] Predicted: 1.3094924962700263 Movie Vector: [1.275955939891515, -0.3781557781541304] User Vector: [1.667394887150887, -0.07187966517815074] Predicted: 2.1547041211238187 Movie Vector: [1.2233304848163877, 0.07108680901165687] User Vector: [1.370154004145139, -0.31129114629950744] Predicted: 1.6540224678999749 Movie Vector: [0.975672410238123, -0.8518362144718173] User Vector: [1.83389537767868, -0.3951395278260024] Predicted: 2.125875282835794 Movie Vector: [2.6610342978370425, -0.29683871715759835] User Vector: [1.3306327324789167, 0.0391861205013113] Predicted: 3.529227381211027 Movie Vector: [2.062423053826526, 1.004440978711402] User Vector: [2.1436050533423616, -0.35696512843908734] Predicted: 4.062470077337128 Movie Vector: [2.264237656318336, -0.10557816860337399] User Vector: [1.0984353010628747, -0.5781776625535957] Predicted: 2.5481615104357176 Movie Vector: [0.4588420078456037, 0.5415667658328946] User Vector: [1.7141843368123224, -0.2253945623736463] Predicted: 0.6644735787394342 Movie Vector: [1.1765526383227138, 0.21400439318761857] User Vector: [2.0015580142823786, 0.49376253651395224] Predicted: 2.4606057144653524 Movie Vector: [1.461435830945465, -0.3398026889175455] User Vector: [1.2687966471915373, -0.3472916579756229] Predicted: 1.9722755216079333 Movie Vector: [0.7929482429230466, -0.9152307687758858] User Vector: [1.604757366384417, -0.8000415327987107] Predicted: 2.0047121611083414 Movie Vector: [1.5888248046203437, -0.8197293903414835] User Vector: [0.49749883753621627, -1.398357255878524] Predicted: 1.9367130341882193 Movie Vector: [1.0341298438151043, 0.19574487523486284] User Vector: [0.7807966103147922, 0.7486622883434128] Predicted: 0.9539918829010272 Movie Vector: [1.8858760013345301, -0.7526801890724197] User Vector: [1.1335265789750897, 1.5616558637103446] Predicted: 0.9622631414003964 Movie Vector: [0.8701915187747952, 0.08991184532243732] User Vector: [0.9655685902147244, 0.6952175164542097] Predicted: 0.9027378878050687 Movie Vector: [0.8341961697434578, -0.589264252916365] User Vector: [1.823204724924516, -0.3408730884374914] Predicted: 1.7217747239876182 Movie Vector: [1.2776284623132823, 0.6959325873457298] User Vector: [1.9309457788031492, -0.43117069170518224] Predicted: 2.1669655511165553 Movie Vector: [1.8032802626384692, -0.40390999327781935] User Vector: [1.796110147966951, -0.32173386647978985] Predicted: 3.368841503200562 Movie Vector: [2.2451434949870466, -0.011055727819268349] User Vector: [1.5625746261358484, -0.5906397289143215] Predicted: 3.5147342093828398 Movie Vector: [-0.022314267318698205, 1.1141993676281523] User Vector: [-0.9872932934620584, 0.4651133741087944] Predicted: 0.5402597537796853 Movie Vector: [2.5046708043121964, -0.8834119906108691] User Vector: [1.6254335761114387, -0.4683536359763926] Predicted: 4.484925240302831 Movie Vector: [0.20683057694550738, 1.264901583807484] User Vector: [1.1949203751745343, -0.5713380604425315] Predicted: -0.47554034694196307 Movie Vector: [0.9381381605134078, -0.20317552113460596] User Vector: [1.9308161718192998, -0.41475710144871814] Predicted: 1.8956408219512197 Movie Vector: [-0.968324028070509, 0.279563411384299] User Vector: [1.272751292013409, 0.08204292634571139] Predicted: -1.2094994574452111 Movie Vector: [2.6202106140871044, 0.28486256633323787] User Vector: [0.9839822421024172, -0.021473686238168317] Predicted: 2.572123665459541 Movie Vector: [0.9481861662952698, -1.092043353189373] User Vector: [1.6991820667657078, 0.1101345785284261] Predicted: 1.4908691952859687 Movie Vector: [1.2718397608183416, 0.9834198934221084] User Vector: [0.9777580247754197, -0.3689956145889283] Predicted: 0.8806739043963147 Movie Vector: [2.1482926481218896, -0.5878766400410386] User Vector: [0.9371792527433098, 1.8956597160468143] Predicted: 0.8989212341100685 Movie Vector: [2.658031092187306, -0.554841736075593] User Vector: [1.282030960280924, -1.0306417696921657] Predicted: 3.9795212223414675 Movie Vector: [0.5590032654697316, 0.772369791925532] User Vector: [1.932258398380159, -0.5537330745431978] Predicted: 0.6524520548586075 Movie Vector: [2.3033820717782896, -0.031022788193025223] User Vector: [2.038972066886815, -0.5664287333287895] Predicted: 4.714103902344315 Movie Vector: [2.6593903907827956, 0.03316768182438039] User Vector: [1.7568800851626334, -0.39968403282532017] Predicted: 4.658973423408132 Movie Vector: [1.8278861408536977, -1.2189703977541935] User Vector: [1.7995086881024196, -1.2205415253070426] Predicted: 4.777100979907268
avg loss: 12.540091739192333: 49%|██████████████████████▏ | 34471/70000 [00:55<00:54, 646.38it/s]
Movie Vector: [1.946879720022408, -0.9345925109308539] User Vector: [-0.16546776187831475, 1.789807876709191] Predicted: -1.9948868674958509 Movie Vector: [1.57017458948789, 0.500890542906933] User Vector: [2.254010323204801, -0.6454334607123094] Predicted: 3.2158982173930757 Movie Vector: [1.3286665887579439, -0.06527200788057261] User Vector: [1.540667073143893, 0.19206669166398319] Predicted: 2.0344962858738946 Movie Vector: [2.0336872983598324, -1.575451876974934] User Vector: [2.082685446491859, -0.5921324446260832] Predicted: 5.168407110313289 Movie Vector: [1.1576309883261309, 0.6121721078109296] User Vector: [1.3889954523236574, -0.17994963134557573] Predicted: 1.4977840331333159 Movie Vector: [-0.020358068361340534, -0.005286371931594582] User Vector: [2.0104491955441066, -0.28437316255969897] Predicted: -0.03942555985523463 Movie Vector: [2.4538876685669093, 0.779920530766357] User Vector: [2.1534845064529455, -1.0892071559834833] Predicted: 4.434914051625627 Movie Vector: [1.4528369630426077, -0.30826821908225605] User Vector: [1.703065005982173, 0.4398922561018501] Predicted: 2.338670988778688 Movie Vector: [2.1279264137255316, 1.0025186290723225] User Vector: [1.9708319690473766, -0.41887840057672193] Predicted: 3.773852004056429 Movie Vector: [2.1874960092891915, -0.2055792209639185] User Vector: [2.1880485131036553, -0.013194961533239019] Predicted: 4.789060000458047 Movie Vector: [1.2734475660272484, 0.0938392310012997] User Vector: [2.180518110613046, -0.15340654822714153] Predicted: 2.7623799281223187 Movie Vector: [1.808048493247354, -0.14490245992210535] User Vector: [1.4009546674408666, -0.03319755552504704] Predicted: 2.5378043830332864 Movie Vector: [1.2937222652147178, -1.4845823436972545] User Vector: [1.6942481167654404, 0.08579150868738089] Predicted: 2.06452195242112 Movie Vector: [-0.44830647514807087, -0.24055498287661953] User Vector: [2.027878180763588, -1.635788565387359] Predicted: -0.5156138289112805 Movie Vector: [2.543623223285273, 0.38044619819475567] User Vector: [1.9218167776085224, 0.1427012449035344] Predicted: 4.942667932525515 Movie Vector: [0.42135389916532817, -0.8094185797459343] User Vector: [1.8771173820372644, -0.004285744882611124] Predicted: 0.7943996896484508 Movie Vector: [-0.4609264844674075, 0.2229220856974305] User Vector: [0.9198636720327822, -0.07514888719382729] Predicted: -0.4407418752104395 Movie Vector: [1.1603906192487417, -0.7010319642998629] User Vector: [-0.13435226448092102, 0.2218737355494862] Predicted: -0.31144168803729133 Movie Vector: [1.1209790434665907, -0.24245142722385932] User Vector: [1.674228031005278, -0.7186576931116421] Predicted: 2.051014120121574 Movie Vector: [0.8394348436803697, -0.6270136817543599] User Vector: [0.849513802288943, -0.9879887031103288] Predicted: 1.3325939200976578 Movie Vector: [2.387614029443792, 0.3052257068165179] User Vector: [2.0843089517516438, -0.3259803556072621] Predicted: 4.877027710448982 Movie Vector: [1.7849048209319514, -0.21904655868200706] User Vector: [0.8395556866281794, 0.441505805739541] Predicted: 1.4018166651180988 Movie Vector: [-0.3454023729033723, -1.514497838253631] User Vector: [0.02473867033140842, 0.11897263752243917] Predicted: -0.18872859777400966 Movie Vector: [0.7613029676911528, -1.122788139328518] User Vector: [1.681150417583197, -0.16652038686329731] Predicted: 1.4668319173678155 Movie Vector: [0.8174894665422193, -1.5861211174859893] User Vector: [1.8178432194361014, -1.2327683541302081] Predicted: 3.441387603168579 Movie Vector: [2.399148080420578, 0.3034218120360223] User Vector: [2.0839733342360494, -0.49252896856265804] Predicted: 4.850316592358574 Movie Vector: [-0.7124349409022932, 1.100278921026132] User Vector: [1.5414991527296542, -0.439444115231576] Predicted: -1.581728954734168 Movie Vector: [1.6873094131585087, 0.10064985469134943] User Vector: [-0.8933343829707683, -1.1229043170202482] Predicted: -1.6203516698251024 Movie Vector: [0.9604464117036299, -0.18077002625174582] User Vector: [1.9653768776262974, -0.2713353859718234] Predicted: 1.9366884746066155 Movie Vector: [-0.21633002693239162, -0.3300796611775532] User Vector: [-0.39607704756852774, -0.19480346367903548] Predicted: 0.1499840196551916 Movie Vector: [2.4316177320311323, 0.20963547642911134] User Vector: [1.513616009505756, -0.6878505303518906] Predicted: 3.536337654558064 Movie Vector: [0.8172992032554284, 0.7394271278815628] User Vector: [0.0956728037032206, 0.6311645079303302] Predicted: 0.5448934655595591 Movie Vector: [2.3751529914814435, 0.18938670716408454] User Vector: [1.075130913459354, -0.2749542692304826] Predicted: 2.5015277216668936 Movie Vector: [1.3768157900188662, -0.7672027252145426] User Vector: [1.8842416565855813, -0.43840249728658426] Predicted: 2.930597255657463 Movie Vector: [0.6735376276565496, -0.5371093650151239] User Vector: [2.029063580483135, -0.23286557883894501] Predicted: 1.49172495354698 Movie Vector: [1.2249924210478873, -1.1004220445154898] User Vector: [1.716071483154208, -0.4459082975190518] Predicted: 2.5928618812626483 Movie Vector: [2.2714317544064104, -0.2704851176271639] User Vector: [1.569474137251112, -0.16692098979973347] Predicted: 3.6101030366322044 Movie Vector: [1.3832108717870957, -0.40856441785888103] User Vector: [2.073216849052009, -0.8958058637148621] Predicted: 3.23369048640416 Movie Vector: [2.4622844144569327, -0.12688844389891749] User Vector: [1.5067526697101845, 0.01953991891867849] Predicted: 3.7075742251632597 Movie Vector: [1.3341953918699543, -0.4569395502111296] User Vector: [1.555314037405676, -0.22307749844614108] Predicted: 2.1770257534195103 Movie Vector: [1.4960584146841527, -0.9203527370957567] User Vector: [2.2667726104176866, -0.19554130082636317] Predicted: 3.571191209421751 Movie Vector: [1.0682261348806181, 0.27352809230206054] User Vector: [1.8090322992190755, 0.18483733648113482] Predicted: 1.9830137849028697 Movie Vector: [1.5031413339175488, 1.4262928171150453] User Vector: [1.9309302333590228, 1.0553700357507312] Predicted: 4.4077277480627215 Movie Vector: [1.3105338554045258, -0.6228626351288323] User Vector: [1.3304917371791114, -0.11356592175551472] Predicted: 1.8143904351946807 Movie Vector: [1.0178101428340838, -0.4090147431303534] User Vector: [2.229780718595909, -1.104635204808478] Predicted: 2.721305516230273 Movie Vector: [-0.5204053845302945, 0.8578635296366086] User Vector: [2.0082388641437063, -0.231768505586839] Predicted: -1.243924066584715 Movie Vector: [2.4625692870224927, 0.0004151875892045784] User Vector: [1.6031794870155802, 1.1587242200852437] Predicted: 3.948421654224533 Movie Vector: [2.09907883181681, 0.20656451657073324] User Vector: [0.8369502106492632, -0.9786043608836992] Predicted: 1.5546795337385357 Movie Vector: [2.5375945980149446, 0.0627767569915814] User Vector: [1.4346644655426515, -0.5397109834599005] Predicted: 3.6067154924706806 Movie Vector: [1.4838784690562394, -0.17749005567564907] User Vector: [2.2833227161037652, -0.37370568477120086] Predicted: 3.4545024591297366 Movie Vector: [1.559664830430654, -0.4118218028526265] User Vector: [1.5111426580512068, -0.5643694391319037] Predicted: 2.5892956974241894 Movie Vector: [1.8754899268500946, 0.7944144867517502] User Vector: [1.7257048276019011, -0.27872995135581663] Predicted: 3.0151149096352734 Movie Vector: [1.4784202969900708, -0.646838172063931] User Vector: [1.4385457852705574, -0.9911586828073822] Predicted: 2.767894557705933 Movie Vector: [2.5567996404109303, -0.3507156805885019] User Vector: [1.8069268137448602, -0.04351043543483493] Predicted: 4.635209619607957 Movie Vector: [1.8969499578663527, -0.16117010733083648] User Vector: [1.6333795207590749, -0.34268797746976287] Predicted: 3.1536702711934796 Movie Vector: [1.822441572942704, -0.5946258074783597] User Vector: [1.5381560330007773, 0.32489169541826135] Predicted: 2.610010513482149 Movie Vector: [2.5239194050829035, 0.8646449590312448] User Vector: [1.6060804054368814, -0.6344173628080085] Predicted: 3.5050717267317206 Movie Vector: [2.038070010612693, 0.3887594727303549] User Vector: [1.5221328470579532, -0.6941293815044205] Predicted: 2.8323639353970256 Movie Vector: [1.9002296330909032, -0.14708681933032833] User Vector: [0.4213485457536118, -0.672051911429178] Predicted: 0.8995089705777568 Movie Vector: [2.2391715953912863, 0.2582708815949976] User Vector: [2.0747781803320042, -0.2693204682000292] Predicted: 4.576226733383445 Movie Vector: [2.07561210725141, 0.27706203165984855] User Vector: [2.2430392237871035, 0.458716451589958] Predicted: 4.782772281965627 Movie Vector: [2.0886464676655803, 0.7539012847562859] User Vector: [0.8956836269660765, -0.06786760212968243] Predicted: 1.8196009711696948 Movie Vector: [1.9518823387353854, 0.6190495684680571] User Vector: [1.3892000229387165, -0.3101843965559051] Predicted: 2.519535472911415 Movie Vector: [2.1535135889080053, 0.14291665556862637] User Vector: [1.9254161751323435, -0.1929084595371427] Predicted: 4.118840065582834 Movie Vector: [0.8745096699148981, -0.2538303396702392] User Vector: [1.4653981463892805, -0.818054682848426] Predicted: 1.4891519473090389 Movie Vector: [-0.03194358268978148, -1.095492882653204] User Vector: [1.1407432145202956, -1.109699967101309] Predicted: 1.1792289906391424 Movie Vector: [-0.6519794464111328, -1.8462467193603516] User Vector: [2.1498266093837364, -0.7593412899544101] Predicted: 0.0002886027872559538 Movie Vector: [-0.8707772201651728, 0.2597157512370743] User Vector: [1.9138996088060727, -0.19367274964957215] Predicted: -1.7168800447007522 Movie Vector: [1.8898178428536392, -0.8026773578063122] User Vector: [0.517839376229927, -0.5718677764447233] Predicted: 1.4376474087427362 Movie Vector: [2.054871989760059, 0.024837502167023063] User Vector: [1.9577508403776773, -0.9943311764213004] Predicted: 3.9982306620722032 Movie Vector: [2.396056673850036, -0.8521158345156663] User Vector: [1.297718763364503, -0.41151608550051977] Predicted: 3.4600670763528285 Movie Vector: [-0.3840314113404789, -0.13709394035880762] User Vector: [0.683493091658489, 0.044844458848153176] Predicted: -0.2686307201978286 Movie Vector: [1.9749652734778356, -0.04139475702494903] User Vector: [0.4260131207805592, -1.2146526962710398] Predicted: 0.8916413728193622 Movie Vector: [-0.7698699903352182, -0.5579276408865572] User Vector: [1.0811509628602287, -1.2566416733007049] Predicted: -0.13123055710371812 Movie Vector: [1.4561331778549949, -0.4410544317714084] User Vector: [1.7336746610906728, -0.2439844191082381] Predicted: 2.6320716029515037 Movie Vector: [1.6332157365768654, -1.0926492701340846] User Vector: [1.2103147148317817, -0.3067013069127805] Predicted: 2.3118219976212266 Movie Vector: [1.9898183013926236, -0.6094792219455352] User Vector: [0.5388399105341612, 0.5202796322804493] Predicted: 0.7550938900252406 Movie Vector: [2.1054760830714074, 0.27722650384546077] User Vector: [1.7201138708845591, -0.8361344807495191] Predicted: 3.3898599764639896 Movie Vector: [1.6253719904079522, -0.36567773432291467] User Vector: [1.9891834140920825, -0.7857869329691324] Predicted: 3.5205077903580384 Movie Vector: [0.3967267724216877, 0.9255963568648916] User Vector: [2.0586709040877738, -0.8915093709257028] Predicted: -0.008447962582561641 Movie Vector: [1.0149380434980255, 0.48908011659637074] User Vector: [1.5074515863796238, 0.0867394610748909] Predicted: 1.5723925094841444 Movie Vector: [-1.4108132286707122, 1.1968188293042916] User Vector: [1.4542874131176373, 0.16255855035698427] Predicted: -1.8571747867840231 Movie Vector: [2.591756528978224, -0.09684345625355832] User Vector: [1.7725427857362983, -0.7399217414813474] Predicted: 4.665655916627506 Movie Vector: [1.216785248732832, -1.1605591299104878] User Vector: [-0.657948232079125, -0.480841228608785] Predicted: -0.24253702532442367 Movie Vector: [1.6425853037768503, 0.24386910331439765] User Vector: [1.4836545893503403, 0.235382508551568] Predicted: 2.4944317456443112 Movie Vector: [0.7270178271371384, -0.5419147262312899] User Vector: [1.8062426070961901, -0.013169004262253634] Predicted: 1.32030705283311 Movie Vector: [1.4400541501420099, 0.08412868062754512] User Vector: [1.707107017377617, -0.6419477814029552] Predicted: 2.404320325229975 Movie Vector: [2.474989936962824, 0.12367599665118818] User Vector: [1.9248931188318943, -0.2637157519653278] Predicted: 4.731475790380995 Movie Vector: [1.7767023714219248, 0.36471839643303516] User Vector: [2.477511366893206, -0.673859136614206] Predicted: 4.156031497056251 Movie Vector: [2.2724763024649337, -0.7247710667174756] User Vector: [2.050282480739172, -0.67910769680799] Predicted: 5.15141596067036 Movie Vector: [1.0162255011051369, -0.6209725206688869] User Vector: [2.46503639800557, -0.6764199766971791] Predicted: 2.925071066766049 Movie Vector: [1.7549111692728454, -0.25282015174466543] User Vector: [1.4580673757926639, -0.4093226016664015] Predicted: 2.662263725596714 Movie Vector: [2.2721303643728574, -0.8052256029480974] User Vector: [1.9026865092473626, 0.8829575110601515] Predicted: 3.6121717973225684 Movie Vector: [1.9388749057951955, -1.086355981304663] User Vector: [2.133665721192025, -0.29949858642342636] Predicted: 4.462273004928006 Movie Vector: [0.6946055078697279, -0.2521201317131636] User Vector: [1.6633376243117832, 0.17652629414219362] Predicted: 1.1108576427639463 Movie Vector: [0.7724770151079553, -0.6436527977322388] User Vector: [0.9377756646953475, -0.0921782703204747] Predicted: 0.7837409478866328 Movie Vector: [2.538433384504658, 0.055247206024728976] User Vector: [1.0794518442185093, -0.9296297813115637] Predicted: 2.6887571502745415 Movie Vector: [1.0222033828086738, -0.18316081462148978] User Vector: [1.761852001350063, -0.7572878077086194] Predicted: 1.9396765275510992 Movie Vector: [0.2555918023002164, 0.2911789646621441] User Vector: [-1.0230109962964353, -0.5032754534514826] Predicted: -0.40801644979221974 Movie Vector: [2.1913351346926735, 0.24709891190702596] User Vector: [2.095234700117837, -0.06839105637637431] Predicted: 4.57446205818071 Movie Vector: [1.6868606473274392, 0.18504532378759508] User Vector: [2.1158680551987867, -0.9571995968305842] Predicted: 3.3920492479272046 Movie Vector: [1.6357717349942065, -0.10577803559969297] User Vector: [0.5581518279086992, -0.47409655818797714] Predicted: 0.9631579865381005 Movie Vector: [0.15795666188055305, 0.0038620687735699544] User Vector: [1.0824353278852217, 0.4780075185677104] Predicted: 0.17282396900532354 Movie Vector: [0.7032618785180451, -0.5676994693840228] User Vector: [0.16358275420205015, -0.0452478849807654] Predicted: 0.14072871530761924 Movie Vector: [1.8925660854700102, 0.25394214092465084] User Vector: [1.5572756443984666, 0.0037428514563680043] Predicted: 2.9481975380289867 Movie Vector: [1.438290113529974, -0.8949589923851085] User Vector: [1.6036251901338412, -0.4618087909297179] Predicted: 2.7197781869821744 Movie Vector: [0.5331754325625753, 0.06328104392989342] User Vector: [0.7409685332124633, -0.39465472222455283] Predicted: 0.3700920553965802 Movie Vector: [2.134094775551895, -0.8692821668385362] User Vector: [1.704797477999987, -0.04400550699822645] Predicted: 3.6764525936500654 Movie Vector: [1.8685752789723888, -1.1455458673949663] User Vector: [2.0975214181210613, -0.3242913119273946] Predicted: 4.290867241226642 Movie Vector: [1.7506635862456017, -0.7977495523905292] User Vector: [1.8074240730506599, -1.3002411168742416] Predicted: 4.201458278579689 Movie Vector: [2.149960635455197, -0.4153964316373255] User Vector: [1.3438115883223611, 0.6966504268918887] Predicted: 2.599755914932091 Movie Vector: [1.8821685286936076, -0.8349413196893327] User Vector: [1.872785669022641, -0.9506955950591801] Predicted: 4.318673281984365 Movie Vector: [2.1208430066037467, -0.2595572566619198] User Vector: [1.5937660713338455, -0.5357750187271819] Predicted: 3.51919192059953 Movie Vector: [1.622914661423193, -0.7463948531171429] User Vector: [1.6244539327620418, -0.8116213147759024] Predicted: 3.2421400763149855 Movie Vector: [-0.10760617436027234, -0.1392365564442863] User Vector: [0.9812372070557001, -1.749895263204336] Predicted: 0.1380622085955175 Movie Vector:
avg loss: 12.5104560865488: 49%|███████████████████████▏ | 34537/70000 [00:55<00:55, 635.43it/s]
[0.8314615600763721, 1.6139380502242928] User Vector: [1.8307661351339282, -0.12029809365013305] Predicted: 1.328057996142051 Movie Vector: [1.5522822585002891, -0.8080281351100591] User Vector: [1.5069464942972743, -0.2236775818367891] Predicted: 2.5199440869243745 Movie Vector: [2.0036911441230414, -0.9554413264608559] User Vector: [1.741429810971056, 0.8298195018254] Predicted: 2.69644364480742 Movie Vector: [0.9212792140335168, 0.04087560378233476] User Vector: [2.2759060782407023, 0.5220757631783255] Predicted: 2.118085125015735 Movie Vector: [2.092007157875688, 0.27737383707708807] User Vector: [1.6950888279888097, -1.1161701458537605] Predicted: 3.2365415652013496 Movie Vector: [1.450387271948643, 0.9455687189954335] User Vector: [1.8989278947179393, 0.03420048459170673] Predicted: 2.786519757251535 Movie Vector: [1.9698554004022104, -0.5418410556009536] User Vector: [2.1105776466284683, -0.03467212809355126] Predicted: 4.176319557665417 Movie Vector: [1.6454852368751005, -0.48277551519984885] User Vector: [1.8151560342619988, 0.39281709920951396] Predicted: 2.79716997955269 Movie Vector: [2.327069872922489, 0.5407432379526966] User Vector: [-0.38883110949894806, 0.201227565279862] Predicted: -0.7960247153552572 Movie Vector: [2.077345152960702, 0.522822077810678] User Vector: [2.5762922809893736, 1.155456454095658] Predicted: 5.955946426673397 Movie Vector: [0.30460002351613635, -0.07152520668275206] User Vector: [1.6047244175393662, -0.23999972513919354] Predicted: 0.5059651252637937 Movie Vector: [1.3387512161866426, -0.29687501855502624] User Vector: [1.3393165494891048, -0.920044432461514] Predicted: 2.0661498674458976 Movie Vector: [0.9574877868985942, -1.345971464938882] User Vector: [1.352275494068801, -0.41287146343482384] Predicted: 1.8505004785639692 Movie Vector: [1.263142903762087, -0.970292626218241] User Vector: [2.1657369713014036, 0.7896109986862807] Predicted: 1.9694815571084432 Movie Vector: [2.4227545976534066, -0.3876237699838328] User Vector: [2.0031397012800776, -1.1747228243727768] Predicted: 5.308466410887811 Movie Vector: [2.8253994240515494, 0.6283678383658277] User Vector: [0.7448644950899636, 0.17863201559901448] Predicted: 2.216786328928515 Movie Vector: [1.455302903090906, -0.37694028070023755] User Vector: [-0.5427137600147673, -0.5033199463346696] Predicted: -0.6000913486434534 Movie Vector: [2.0098331115848183, -0.2118038861447838] User Vector: [-1.0509333491237245, 0.07675140216638028] Predicted: -2.12845688838349 Movie Vector: [1.2939293903081202, 1.3119458497352512] User Vector: [2.1368298217395534, -0.15662589980550365] Predicted: 2.5594222092247896 Movie Vector: [2.1039513218459835, 0.27581429811866953] User Vector: [2.137197031055241, -0.06365930806843273] Predicted: 4.479000371160371 Movie Vector: [2.1690065985320888, -0.0956859839175429] User Vector: [1.1847698561724556, 1.415683473943251] Predicted: 2.434312569659905 Movie Vector: [1.0684457672090983, -0.3644489996309641] User Vector: [0.780074742515513, -0.3900133197935669] Predicted: 0.9756075209889439 Movie Vector: [0.8727941239012414, -0.09908902819458815] User Vector: [-1.011372477610717, 1.377879171279862] Predicted: -1.0192526635857595 Movie Vector: [1.0004057714061017, 0.5689432287876456] User Vector: [2.0076647380444035, -0.2850962015882495] Predicted: 1.8462758375414283 Movie Vector: [2.298111726199443, 0.24808077087273847] User Vector: [1.9295624783585346, 0.2061916327069741] Predicted: 4.485502337139661 Movie Vector: [1.1400423192895468, -1.0796079603251287] User Vector: [-0.43062016683576854, -0.8674023141700803] Predicted: 0.4455292294501557 Movie Vector: [0.27465272328918416, -0.8971135928524036] User Vector: [1.625203155148402, -0.24480847703349715] Predicted: 0.6659874848519289 Movie Vector: [1.7539214366225335, 0.09152206003564639] User Vector: [2.073884192382091, 0.8584262054747704] Predicted: 3.715994876805194 Movie Vector: [-0.7120153847416709, -0.09365858587989395] User Vector: [1.6684725714827784, -0.3431000818960227] Predicted: -1.1558438714295782 Movie Vector: [2.4132098068891144, 0.538898533424697] User Vector: [0.3639864077348991, -3.0453946102457627] Predicted: -0.7627831204407199 Movie Vector: [1.3727438613264815, -1.1669149701472112] User Vector: [2.0272099754445008, 0.18033365384071187] Predicted: 2.572406009123174 Movie Vector: [1.6418037231244584, -0.9329253379251383] User Vector: [1.0584969630013847, 0.451714239815095] Predicted: 1.316428594946511 Movie Vector: [0.604153681356274, -0.6326553760048871] User Vector: [0.194878626360916, -0.26711365758669314] Predicted: 0.28672753101015125 Movie Vector: [1.3731378608368212, -0.0015642290573770756] User Vector: [2.0363329430963897, -0.3737656134034433] Predicted: 2.796750516468059 Movie Vector: [2.7277150380514876, 0.28251647087475307] User Vector: [2.278936911716332, -0.012540134145143184] Predicted: 6.212747690416273 Movie Vector: [2.228342412239043, -0.2659023625032127] User Vector: [0.8133218922485584, -1.0153181562400186] Predicted: 2.0823351637366025 Movie Vector: [2.6507027755504424, -0.041439802297939726] User Vector: [1.7416945986880132, 0.06903420767098335] Predicted: 4.61385394298585 Movie Vector: [1.1742726476288874, -0.45034925396798686] User Vector: [2.734115189050671, -1.2228303181639446] Predicted: 3.7612974034834563 Movie Vector: [1.8240140480794436, -0.3731399285650654] User Vector: [1.1030650726979156, -0.23151878921437696] Predicted: 2.098395093015694 Movie Vector: [1.582494022541588, -0.4950651155220114] User Vector: [2.0730635879822064, -0.30929723245074564] Predicted: 3.433733006444326 Movie Vector: [1.5959714544539183, -0.7503997980787757] User Vector: [0.9793059299311059, 1.659652175511354] Predicted: 0.3175416519627732 Movie Vector: [0.7739541418742315, -0.1727218258561333] User Vector: [0.4072783741953122, 0.14269107513324966] Predicted: 0.2905689215738754 Movie Vector: [-1.8163585662841797, 0.3341197967529297] User Vector: [1.906300090975619, -0.35117216530655015] Predicted: -3.579858072649387 Movie Vector: [0.8927513836189297, -1.2208124421685884] User Vector: [1.8845812032287177, -0.053384570413977046] Predicted: 1.7476350245058732 Movie Vector: [1.9590170654775163, -0.24085291085147909] User Vector: [1.2272685358565272, -0.37350831841801496] Predicted: 2.494200571384762 Movie Vector: [-0.1864305331320201, 0.2125181982454774] User Vector: [0.8120851404053315, 0.5798829233347841] Predicted: -0.028161791613928733 Movie Vector: [1.7138392538871128, -1.0586603946179758] User Vector: [1.9059891817088068, 0.20966394410381303] Predicted: 3.0445961632946266 Movie Vector: [1.6110807082228171, 1.0961666085009774] User Vector: [1.6154241407593357, -0.08676785012896121] Predicted: 2.507466648772002 Movie Vector: [2.670255622005257, -0.262062465191953] User Vector: [1.5442154664088548, -0.5297108173505488] Predicted: 4.2622673533994435 Movie Vector: [2.2356933525048324, 0.12161106540846903] User Vector: [1.5601927298964797, 0.42852206645997376] Predicted: 3.5402255399091636 Movie Vector: [2.193324191833689, -0.7254185840055813] User Vector: [2.0875047201102337, 0.6935894158564688] Predicted: 4.075431951252932 Movie Vector: [1.5028129450880552, 0.2586728028416762] User Vector: [1.7862189238567594, 0.18897298239245555] Predicted: 2.7332350925500006 Movie Vector: [0.3437493727782537, 0.7558288035656825] User Vector: [2.2000254464392244, -0.4170695986320502] Predicted: 0.4410241515719991 Movie Vector: [1.994790417075067, -0.9548109586453801] User Vector: [1.7758689369517813, -0.576251164006247] Predicted: 4.092697263738021 Movie Vector: [-1.1546784877392782, -0.37662770974601234] User Vector: [1.2725193714098109, -1.0264599046910594] Predicted: -1.0827575003485133 Movie Vector: [2.348485214501421, 0.289221801165335] User Vector: [1.7236307667437518, -0.013144915152902531] Predicted: 4.04411957492076 Movie Vector: [2.088324956851378, -0.7003058045222845] User Vector: [1.430047957000676, -0.5690573509806137] Predicted: 3.3849190040966373 Movie Vector: [1.4504936108198265, 1.602773821941776] User Vector: [2.2619513280803343, -0.08836287192841404] Predicted: 3.1393202514074905 Movie Vector: [0.43386199120296376, 0.7485661846813944] User Vector: [2.104621651740718, -0.22995559653742786] Predicted: 0.740978357006942 Movie Vector: [0.6767465566756427, 0.9273545152789473] User Vector: [1.281241458156621, -0.2921031651092816] Predicted: 0.5961925559862086 Movie Vector: [-0.3366536585672446, -0.3518829444478485] User Vector: [1.8966137255546762, -0.8977681384778979] Predicted: -0.3225926535977672 Movie Vector: [2.18420782099133, -0.869422207041687] User Vector: [2.50593526108021, -0.016094482648546057] Predicted: 5.487476296774838 Movie Vector: [2.1362233514190287, 0.7502962964323546] User Vector: [1.32537270293374, 0.7605510949301237] Predicted: 3.401930787114055 Movie Vector: [1.9519728698284942, 0.7820612229519709] User Vector: [1.4937680009840462, -1.4745109539523418] Predicted: 1.7626367718347558 Movie Vector: [0.9596113128193786, -0.5516961683625101] User Vector: [1.876720014522917, -1.06565897114949] Predicted: 2.388841728095048 Movie Vector: [1.986049367106866, -0.3196630185804881] User Vector: [1.6434554388541416, 0.4254319162638547] Predicted: 3.1279887836512192 Movie Vector: [2.0632853911525677, 0.025445654602885545] User Vector: [1.831128977144845, -0.9662152368547459] Predicted: 3.753555688670051 Movie Vector: [0.9904713379411985, 0.011612104031475369] User Vector: [1.862423120937965, -0.22246495641741476] Predicted: 1.842093434190772 Movie Vector: [0.9576298084577636, 0.01867368874455004] User Vector: [1.9283791806305401, 0.14368277442327348] Predicted: 1.8493564727886969 Movie Vector: [1.1714647460438943, -0.6145094324102089] User Vector: [0.2284867481653971, -0.9182413378874277] Predicted: 0.8319321337747663 Movie Vector: [1.67429990966355, 1.1630655727999375] User Vector: [2.084319129630494, -0.28486665230163055] Predicted: 3.158456734319549 Movie Vector: [2.1746810258568807, -0.4014508535036696] User Vector: [2.220321001640235, 0.4443546980146104] Predicted: 4.650103380802232 Movie Vector: [0.22918927738355163, 0.553759883223456] User Vector: [1.0485695692802937, 0.005593987258712824] Predicted: 0.2434186276008708 Movie Vector: [1.464573627779428, 0.37440065440608544] User Vector: [1.6274641932240905, -1.0878627759311534] Predicted: 1.9762446023386815 Movie Vector: [-0.06868592768461017, 0.7103311570905434] User Vector: [2.0196542559952384, -0.4339970437181685] Predicted: -0.4470034484134059 Movie Vector: [0.2910051239574505, -0.4616602007215022] User Vector: [2.850831233334997, 0.2819970434267122] Predicted: 0.6994196847671761 Movie Vector: [1.5535016119218046, -0.6169662579862413] User Vector: [1.6082050276147322, -0.6411719428052314] Predicted: 2.8939305569785483 Movie Vector: [1.4371785585307217, -0.1698467988032818] User Vector: [1.7963882822715826, 0.4746376192458198] Predicted: 2.501115041856039 Movie Vector: [0.993623975458434, -0.22522313642121436] User Vector: [2.1784033042454483, 0.9490922904761077] Predicted: 1.9507562089019272 Movie Vector: [2.174164004240425, -0.40284907206476744] User Vector: [1.881514687405859, 0.7334755477215392] Predicted: 3.795241563025675 Movie Vector: [1.96651926995719, 0.4731171267295524] User Vector: [1.1553139609612642, 0.28700664312881013] Predicted: 2.4077349254302916 Movie Vector: [2.8851707888348574, 0.6427020957196524] User Vector: [1.550066178444502, 0.05434769622906562] Predicted: 4.507135037072912 Movie Vector: [2.142236000451136, 0.8309942521283966] User Vector: [2.175067273364885, 0.1347161883438446] Predicted: 4.77145579458773 Movie Vector: [1.5242554687539192, 0.26094131404880755] User Vector: [1.780216378728688, 0.7431131801303781] Predicted: 2.90741348055271 Movie Vector: [0.4956882479451229, -0.4047885032174863] User Vector: [1.9344556540227522, -0.8543863002887775] Predicted: 1.3047326855334949 Movie Vector: [2.0786602780183188, 0.47457775092910204] User Vector: [2.1680975614088607, -0.672839897032641] Predicted: 4.187423434699863 Movie Vector: [1.9518639415870842, 0.8964284458157445] User Vector: [0.9734730824657101, -0.9651695243305602] Predicted: 1.034881591126084 Movie Vector: [1.6946374991928574, -1.0055950987295565] User Vector: [2.4379394370436187, 0.44763194947146184] Predicted: 3.6812870963519826 Movie Vector: [2.4903145153529462, -0.48867522719813755] User Vector: [1.6682867494654634, -0.5451011202441192] Predicted: 4.420936121746082 Movie Vector: [0.5789157017993078, -0.8187580024039105] User Vector: [1.6457194145384322, 0.26178879896125984] Predicted: 0.7383911357430225 Movie Vector: [0.8032660425643032, 0.4780065199085545] User Vector: [1.6785858476855722, 0.21530594305312492] Predicted: 1.4512686555292895 Movie Vector: [1.5009166001250407, -0.09411017025563564] User Vector: [1.1667547961899094, -0.1453763945526611] Predicted: 1.764883039119445 Movie Vector: [2.0421779771797763, -0.2661621984120389] User Vector: [-0.07529434686456293, -0.38858848179384287] Predicted: -0.0503368923810998 Movie Vector: [0.09357370050201406, -1.2415677325697092] User Vector: [2.0591157818340986, -0.7077587149487508] Predicted: 1.0714094663936862 Movie Vector: [1.981979871898924, -0.24746469973886126] User Vector: [2.353925685801359, 0.5255373614835127] Predicted: 4.535381383843093 Movie Vector: [0.011368817594287612, -1.8353365504860064] User Vector: [1.6053367992425618, -1.2827972410415303] Predicted: 2.3726154445941146 Movie Vector: [1.405291756888994, -1.8083756111249918] User Vector: [1.7049018176221875, -1.0493730282284206] Predicted: 4.2935450618301765 Movie Vector: [1.773468664128423, -0.39856989714538726] User Vector: [1.4656774728302278, -0.12969413776155092] Predicted: 2.6510252489313277 Movie Vector: [1.7042831880085902, 0.3708452846966981] User Vector: [2.130232542105479, -0.7245501535375015] Predicted: 3.3618235000935184 Movie Vector: [1.6695932861403695, -0.6536450819968234] User Vector: [1.94629387122373, -1.1056581141850885] Predicted: 3.9722271689582542 Movie Vector: [2.1436632147911716, -0.9885192729354446] User Vector: [1.916959220443127, 0.485542704582483] Predicted: 3.6293466438057065 Movie Vector: [1.9632696591692123, -0.9630711275245077] User Vector: [1.8611951093479984, -0.05413026972499945] Predicted: 3.7061591878743103 Movie Vector: [1.7141840859700908, -0.5500621455920397] User Vector: [1.9441280574942101, 0.13644676581079035] Predicted: 3.257539176483543 Movie Vector: [2.239869946463625, -1.2649968706329413] User Vector: [1.9796725686485077, 0.16414877497844127] Predicted: 4.22656140368828 Movie Vector: [1.2832961971480972, -0.8771061385808602] User Vector: [0.6186998349965606, -1.3567047706154072] Predicted: 1.9839492279759527 Movie Vector: [2.9195495877656685, 0.6439074691075725] User Vector: [1.0362629221085726, -0.39057819954078604] Predicted: 2.77392476710403 Movie Vector: [2.836828226941469, 0.675086004482106] User Vector: [1.7723146204654427, 0.2946949300776012] Predicted: 5.226696565244645 Movie Vector: [2.2362502206262054, -0.804932147523295] User Vector: [2.186524134655269, -0.05719284645575069] Predicted: 4.935651439247966 Movie Vector: [0.522190081852097, -0.8813179488344965] User Vector: [1.5733338730676607, -0.15388887051188335] Predicted: 0.957204367665869 Movie Vector: [1.754009800797458, -0.30818538755072794] User Vector: [2.1054591461852685, -1.1044710838926555] Predicted: 4.03337782661564 Movie Vector: [1.210903933576921, -0.3578356878828759] User Vector: [2.2790182082654606, 0.7140528801137311] Predicted: 2.504158509541827 Movie Vector: [2.7169039346143604, -0.602170398475861] User Vector: [1.6077608199418052, 0.0768067790997852] Predicted: 4.3218809288425355 Movie Vector: [1.2446623973591873, 0.06624032059639876] User Vector: [1.2686565973777089, -0.5096513321643281] Predicted: 1.5452896942827414 Movie Vector: [2.7215204393382466, -0.27964778853671635] User Vector: [1.1395633880229854, -1.1501616630582399] Predicted: 3.422985217960045 Movie Vector: [1.6227282378528278, 0.47325188580424776] User Vector: [1.503499670904831, -0.29945513896632703] Predicted: 2.2980536623501155 Movie Vector: [1.469456530392223, -1.031259284201841] User Vector: [1.694935625276113, -1.0706145148435262] Predicted: 3.594715381390046 Movie Vector: [2.125561063379345, 0.7242129306284212] User Vector: [1.4631531252668128, 0.741039672838643] Predicted: 3.646691826007339 Movie Vector: [1.4125793415874597, -0.07622587351849933] User Vector: [2.062545537833559, -0.7113770056419619] Predicted: 2.9677345514831144 Movie Vector: [1.9370807536762813, 0.2303347659547972] User Vector: [1.5193443757464762, -0.11101922432700337] Predicted: 2.9175211614129597 Movie Vector: [2.447650415604344, 0.17084619640277984] User Vector: [1.6116017361273223, -0.5908811524068694] Predicted: 3.8436878618059183 Movie Vector: [1.987382598470492, -0.9524071978695648] User Vector: [2.5098272760801104, 0.2108748524420105] Predicted: 4.787148326332754 Movie Vector: [0.5924457637077418, -0.36794270277885016] User Vector: [1.9695094725960736, -1.1693422232831996] Predicted: 1.5970784817300627 Movie Vector: [1.6335470016839202, -0.6488793892009217] User Vector: [1.7021348692236054, -1.0529762284264115] Predicted: 3.463771884026292 Movie Vector: [2.0325558536637196, -0.5978589530847692] User Vector: [2.0386807481695275, -0.5130960813408963] Predicted: 4.45049157446587 Movie Vector: [1.8639382639628652, -0.32312666712190796] User Vector: [2.0069114435601794, -1.1925709863680478] Predicted: 4.1261105201681625 Movie Vector: [2.4117415383352583, 0.8012375481434352] User Vector: [1.5071128037621346, -0.15949491917646663] Predicted: 3.5069732338077673 Movie Vector: [1.2260909520589618, -0.2382646037667229] User Vector: [0.6010419157667142, -0.3255859278240204] Predicted: 0.8145076568147639
avg loss: 12.489289357429012: 50%|██████████████████████▎ | 34677/70000 [00:55<00:55, 637.51it/s]
Movie Vector: [1.4468454684592262, 0.5362057056516004] User Vector: [1.7457085118289688, -0.639692662872778] Predicted: 2.182763593894594 Movie Vector: [0.9361987165849619, -0.46505235970653036] User Vector: [1.9468586423751988, -0.9647879902404933] Predicted: 2.271323493841865 Movie Vector: [0.9825190645330603, -0.45585922030055553] User Vector: [1.2465467125085508, -0.9620728082468445] Predicted: 1.6633256701104353 Movie Vector: [0.8321743910713739, 0.8375604555861265] User Vector: [1.7975023169561684, -0.2871616276152698] Predicted: 1.2553201724100842 Movie Vector: [2.8187482332768115, 0.6720797197021439] User Vector: [1.9924871522764505, -0.40867610952798583] Predicted: 5.341656715165459 Movie Vector: [2.1493877574288094, -0.32935148628656624] User Vector: [-0.48246644842862085, -1.3139691634429385] Predicted: -0.6042497807079878 Movie Vector: [1.6274468009431255, -0.04225674977262936] User Vector: [1.5586018152145322, -0.39273716903270095] Predicted: 2.5531373343932646 Movie Vector: [2.029980047561708, -0.1975494259961144] User Vector: [2.4394308562025104, 0.24461071037257384] Predicted: 4.903673260070867 Movie Vector: [0.8188620265899414, 1.0444614141909954] User Vector: [2.4377417619667936, 0.43207072943302904] Predicted: 2.4474553646012196 Movie Vector: [2.1068000684992714, -0.05836164872234739] User Vector: [2.5599232042775646, -0.7344012999417382] Predicted: 5.436107252813283 Movie Vector: [-0.6858729166651191, 0.9614165519587267] User Vector: [1.4593859270009109, -0.1748259757358987] Predicted: -1.169033869076971 Movie Vector: [2.2738039545883955, -0.40278084366324585] User Vector: [0.47795035029856314, 0.04119028526116027] Predicted: 1.070174738757562 Movie Vector: [1.547350927916595, -0.3123140619216195] User Vector: [2.0491790835387964, 0.42457142792245606] Predicted: 3.0381995291507096 Movie Vector: [0.7161388294312871, 0.5077353375226354] User Vector: [2.05702631469842, -0.6981985104694577] Predicted: 1.1186163607464694 Movie Vector: [2.252480665756566, 0.004057318004648758] User Vector: [2.035586171973264, 0.21603539327350435] Predicted: 4.585995020141968 Movie Vector: [-0.012525686234363675, 1.1239478519937691] User Vector: [0.7452793679951472, 0.20512649673260702] Predicted: 0.2212163498691685 Movie Vector: [1.791877008610791, -1.0441658076931262] User Vector: [1.652148891179031, 0.2876981324819415] Predicted: 2.660043060030707 Movie Vector: [2.2679735071559937, 0.130477122986933] User Vector: [0.8201805703826104, -0.7856391910684986] Predicted: 1.7576398633554533 Movie Vector: [2.4058872143903756, 0.817734959884303] User Vector: [2.458021531781853, 0.0029775396534658938] Predicted: 5.9161574142792865 Movie Vector: [2.008884479053082, -0.9248274316266255] User Vector: [2.0875948040011583, -0.04058340734659621] Predicted: 4.231269448692798 Movie Vector: [2.3507348168704296, 0.05120125281423786] User Vector: [1.2941248342425176, -0.5082959251250142] Predicted: 3.0161189170637868 Movie Vector: [2.0833971258380988, 0.09957198658904624] User Vector: [1.4810127668528097, -0.3231420861476381] Predicted: 3.0533618423224254 Movie Vector: [0.23648853177506424, -0.05458832002200809] User Vector: [0.006262134802992557, 0.037957927400483815] Predicted: -0.0005911364229725191 Movie Vector: [1.3077235031838448, 0.5009054244330959] User Vector: [1.8823964822931305, -0.6628320460546973] Predicted: 2.1296379548484334 Movie Vector: [2.40211799977992, -0.08191341553624731] User Vector: [1.668043176545865, -1.039434287668812] Predicted: 4.091980151519336 Movie Vector: [1.3429589238403898, -0.4811295785832586] User Vector: [1.5547577373651138, -0.28450625470514834] Predicted: 2.224860152234962 Movie Vector: [0.06372112191873028, -1.706152882535401] User Vector: [2.0579672938804583, -0.8656396260529404] Predicted: 1.6080495280652072 Movie Vector: [1.9947219190521663, -1.0133343099188543] User Vector: [-1.0764905459977023, -1.1524699439142532] Predicted: -0.9794619524354806 Movie Vector: [1.3715212941041177, -0.851219888879996] User Vector: [2.012455043429944, -0.5098468114127565] Predicted: 3.1941166916479826 Movie Vector: [2.411629364765482, 0.13235657261590222] User Vector: [2.103412464291927, -0.8080451064493338] Predicted: 4.965701184291452 Movie Vector: [2.0667274291266398, 0.8263175108428782] User Vector: [2.35688111526686, 0.2526441163942505] Predicted: 5.079795105500601 Movie Vector: [1.3931966191551297, -1.2905647857718774] User Vector: [1.6182001172513207, -0.19369824404234845] Predicted: 2.504451065297877 Movie Vector: [0.2722632022391105, -0.7306708403757259] User Vector: [1.6556097472352393, -1.0430157557103006] Predicted: 1.2128628101905188 Movie Vector: [1.671366216276365, 1.0549751795869116] User Vector: [1.3647541629079156, -0.5031287985275222] Predicted: 1.7502156068249008 Movie Vector: [1.2678161491122584, -0.30548084355918603] User Vector: [1.7290687826131033, -0.13854558765586422] Predicted: 2.2344643485112816 Movie Vector: [1.6222289980182443, -0.08476031810433071] User Vector: [1.801605882204733, -1.2012641152030088] Predicted: 3.024436833644683 Movie Vector: [2.5365233389802477, -1.0927531653768805] User Vector: [1.9760577052418231, 0.11962238029539293] Predicted: 4.881598753799928 Movie Vector: [1.7371644186898643, -0.19190141630358393] User Vector: [2.1071346856932007, -0.8078408211331952] Predicted: 3.815465199096789 Movie Vector: [2.2606493103434233, 0.5751171544572871] User Vector: [1.5404796967602696, -0.24113302262538655] Predicted: 3.3438046262611523 Movie Vector: [1.8922707093129265, 0.0945027003988947] User Vector: [1.8446135985153627, -0.5798570759790879] Predicted: 3.4357102229455045 Movie Vector: [1.5913010556368148, -0.34076681801577097] User Vector: [1.6652536293706954, -1.0688969743489092] Predicted: 3.0141644790561877 Movie Vector: [2.0565620200779002, -0.0439491507202431] User Vector: [1.7432147505277196, -0.9645899996393019] Predicted: 3.6274221600522667 Movie Vector: [-0.20371578631939932, -0.22161179539607403] User Vector: [0.7437130902499848, 0.34567085289500493] Predicted: -0.2281108353024603 Movie Vector: [-0.09470510031225751, -0.13114267010595015] User Vector: [1.2427073699925306, 0.558432534593289] Predicted: -0.19092505979452162 Movie Vector: [1.3082965625229763, -0.32290151741512224] User Vector: [1.9731579981702314, -0.5554745971156998] Predicted: 2.760839416615044 Movie Vector: [-0.23626612232192612, -1.086423758418729] User Vector: [1.7156921866785872, -0.13532249114231407] Predicted: -0.258342370619158 Movie Vector: [0.5156128559626082, -0.21986125747107427] User Vector: [1.0277977431895504, -0.35719085627491165] Predicted: 0.6084781605356593 Movie Vector: [1.1349033001918736, -0.2742439158286483] User Vector: [1.643172730783555, -0.6596837338532787] Predicted: 2.045756405331937 Movie Vector: [-0.6467408368920092, 0.2894139976121332] User Vector: [1.3921675298759115, -0.8404383054956125] Predicted: -1.1436062031056808 Movie Vector: [0.34066471194754266, 0.05072667815394605] User Vector: [1.5186743535757905, -0.5973674912032025] Predicted: 0.4870562927371222 Movie Vector: [2.386464418576726, 0.19327956292528042] User Vector: [1.3417058102544974, -0.3224348165651182] Predicted: 3.139613115952415 Movie Vector: [1.7322536813063933, 0.25424492286052847] User Vector: [1.3200648868979605, -0.3370073399140054] Predicted: 2.2010048547524317 Movie Vector: [2.106317184247308, -0.012891903008936632] User Vector: [1.4018039229457362, -0.48249517340144477] Predicted: 2.9588639728236648 Movie Vector: [2.1793890472577147, -0.4593880262448346] User Vector: [-0.4568334493106878, -0.18590462383817669] Predicted: -0.9102154576338669 Movie Vector: [1.8816451316414742, 0.3322567709600196] User Vector: [0.8189239234111303, 0.20659977215725892] Predicted: 1.6095683868493356 Movie Vector: [2.3780350307779767, 0.1953052887497295] User Vector: [1.8871551031462388, -0.06686480182609668] Predicted: 4.474661894365343 Movie Vector: [-0.2104316121192244, -0.27319819155954145] User Vector: [1.2935388465349555, -0.27525189556635676] Predicted: -0.19700314472312824 Movie Vector: [0.670792328017784, -1.2725627343560408] User Vector: [2.3454897628445863, -0.5455156294099247] Predicted: 2.2675393993562505 Movie Vector: [1.467154982435192, -0.503856306118206] User Vector: [2.1961005043656927, 0.4823088101287465] Predicted: 2.9790054614288266 Movie Vector: [1.4894463709306485, -0.38735912933391803] User Vector: [1.2702518724678384, 0.00964881251469353] Predicted: 1.888234486000285 Movie Vector: [0.8536484151681514, -1.3150915294305041] User Vector: [2.168250104613832, -0.12017389366840474] Predicted: 2.008962935113777 Movie Vector: [1.2849399452645809, -0.6822758675858889] User Vector: [0.8535979611887898, -0.9980424257790537] Predicted: 1.7777623794638102 Movie Vector: [1.6574039813242478, -1.012490020338129] User Vector: [0.7616566447494434, -0.5785518067541927] Predicted: 1.8481506859970096 Movie Vector: [1.4701990217078111, -0.0895512689796211] User Vector: [1.872822290808437, -1.2049851221970103] Predicted: 2.861329446573452 Movie Vector: [1.8575343681067398, -0.5267981501961634] User Vector: [1.2352904546134242, -0.2621836863548249] Predicted: 2.432712355021967 Movie Vector: [-2.6445222228619123, -0.8313323732113254] User Vector: [1.6067701621634043, -0.803488369974632] Predicted: -3.581173507413851 Movie Vector: [1.7791388373065777, -0.5455033585770881] User Vector: [0.6813242020296213, -0.43921559931930404] Predicted: 1.4517639331959413 Movie Vector: [0.34691367109346566, -0.16719387804833608] User Vector: [1.2321905428100215, -1.1754506089178418] Predicted: 0.6239918904521268 Movie Vector: [1.6992507946675173, -0.3854532454197483] User Vector: [0.3391831031892795, -1.389099336523884] Predicted: 1.111790005105728 Movie Vector: [2.071198691682132, 0.6382511274171094] User Vector: [1.9336151629157043, -0.6432134379210276] Predicted: 3.5943694937248085 Movie Vector: [1.5725095122605168, -1.3130940334472778] User Vector: [1.9827692684040044, 0.21193529666363178] Predicted: 2.8396325616572287 Movie Vector: [1.3643111832814114, -0.3097707412823885] User Vector: [1.7378486070496648, 0.9413748014001257] Predicted: 2.0793559193936026 Movie Vector: [2.26190011130463, -0.958571289742921] User Vector: [1.8088262205756762, -0.24352163709509708] Predicted: 4.32481707940141 Movie Vector: [2.3692066917773587, -1.1028818248529482] User Vector: [1.5629967919775005, 0.26113651941161087] Predicted: 3.4150597377152137 Movie Vector: [-0.266093715284229, 0.37787481308097837] User Vector: [-1.9665953887333225, 0.12811053930611316] Predicted: 0.5717084195428832 Movie Vector: [2.3290474000440544, -0.8330865457507021] User Vector: [1.6046083322746276, -0.2922001651594083] Predicted: 3.9806368906336838 Movie Vector: [1.3698245355154783, 0.6035469777384329] User Vector: [1.0702754994006285, -0.9698087331899331] Predicted: 0.8807645089389402 Movie Vector: [1.601511994161538, 0.0964927584048893] User Vector: [2.281301358677505, 0.5415284583589627] Predicted: 3.7057850629208406 Movie Vector: [0.5054604275749466, 1.3865683651200895] User Vector: [1.5794175250180758, -0.6412339613190399] Predicted: -0.09078166789061937 Movie Vector: [1.5980238984014197, -0.626904054582772] User Vector: [1.2878552424246283, -0.3521779708813474] Predicted: 2.27880525295636 Movie Vector: [2.1441881202168775, -0.8025240819137495] User Vector: [0.7192867774204459, -0.6478623481812983] Predicted: 2.0622112993546837 Movie Vector: [1.35482311669694, -0.09194000527960336] User Vector: [2.7995710450443028, -1.247933513724269] Predicted: 3.907658582501835 Movie Vector: [0.8839251482000855, 0.01318198349274099] User Vector: [1.2570140139447696, -0.14995778825534886] Predicted: 1.1091295574763247 Movie Vector: [2.1967212773601332, 0.43005739820807076] User Vector: [1.4841485578763518, -0.5994349882367453] Predicted: 3.002469264414359 Movie Vector: [0.8976603247276582, -0.3804972971401868] User Vector: [1.8722740493126744, -0.4286470268780457] Predicted: 1.8437651662394563 Movie Vector: [1.3305592765480878, -0.24247861066674803] User Vector: [2.250568893712029, -0.06753336112992982] Predicted: 3.010890714619549 Movie Vector: [-0.05230800531255293, 0.15898387348956367] User Vector: [0.3982968428902771, 1.091873237783191] Predicted: 0.15275612332848543 Movie Vector: [2.0495524068254602, 0.38352322242752346] User Vector: [1.8068237913743057, -0.4989817322547054] Predicted: 3.5118089684339195 Movie Vector: [-0.42269609078782266, -1.0027925950565388] User Vector: [0.333331613977568, 0.08320737712412765] Predicted: -0.2243377117984656 Movie Vector: [1.7984748254414251, -1.0666482898973146] User Vector: [1.9913113119032948, -0.4721401942366147] Predicted: 4.084930794849084 Movie Vector: [2.299454789134925, 0.024496888187308385] User Vector: [2.080210865357172, -1.205277951145341] Predicted: 4.753825277552219 Movie Vector: [1.2148516189623648, -0.27204254459543625] User Vector: [0.6864725676594419, -0.692573772803775] Predicted: 1.0223718416679248 Movie Vector: [1.6673190396184028, -0.3860080114423758] User Vector: [1.71157939717604, -0.25019597911786284] Predicted: 2.950326569100364 Movie Vector: [0.1414917574135271, -0.19934854964658713] User Vector: [1.4190610372605739, -1.3875106578512695] Predicted: 0.4773836773008938 Movie Vector: [1.6984291231640807, 0.31151788191942215] User Vector: [1.5890882877218684, 1.0512405029486107] Predicted: 3.0264340420122227 Movie Vector: [1.5021010049221826, -1.3036006198857817] User Vector: [1.9367811294189785, -1.684669968715462] Predicted: 5.105377696335005 Movie Vector: [2.761808044589167, 0.256323583867932] User Vector: [1.0453673329596431, -0.7446160342920467] Predicted: 2.6962412592034 Movie Vector: [2.186238286890746, -0.7277729301408709] User Vector: [1.0106442656808905, -0.3993445058033116] Predicted: 2.5001413091822804 Movie Vector: [2.588235750339355, 0.15213602376147414] User Vector: [2.0648802659570165, 0.143370076468384] Predicted: 5.366208677880464 Movie Vector: [2.0100795890704317, 0.3511245525984722] User Vector: [1.7877547278173003, 0.06831412593924756] Predicted: 3.6175160555562944 Movie Vector: [1.7005850617188163, 0.08089267496546867] User Vector: [1.6140561601689856, 0.06860213673516691] Predicted: 2.7503892051074645 Movie Vector: [1.501571057795306, -0.13281972293757496] User Vector: [0.2358815261357283, 1.1245398499919397] Predicted: 0.20483180140580515 Movie Vector: [0.9911991673432388, -0.6630137710261215] User Vector: [1.3483305765993514, -0.6647963469262694] Predicted: 1.7772332777686817 Movie Vector: [1.6226010707662384, 0.7386426595328476] User Vector: [0.016910409597184088, 0.035500000888002925] Predicted: 0.05366066378881951 Movie Vector: [0.9124284345860157, -0.45327272553173786] User Vector: [0.6270065325702102, 0.024679532922713635] Predicted: 0.5609120298355139 Movie Vector: [1.8937581674278203, -0.5618659902185138] User Vector: [1.5637097506197937, -0.4245419026214057] Predicted: 3.199823768228382
avg loss: 12.460317416806134: 50%|██████████████████████▍ | 34818/70000 [00:55<00:53, 660.32it/s]
Movie Vector: [1.0573896729728538, -0.3212732064463942] User Vector: [1.3840035303645954, 0.4490120255935076] Predicted: 1.3191755071700781 Movie Vector: [0.39328610645147194, -1.116222626312838] User Vector: [1.7779224560941453, -0.8285228663983707] Predicted: 1.6240481702213345 Movie Vector: [2.422626535451181, 0.2886563776465556] User Vector: [0.7767985660591776, -0.3597404810168136] Predicted: 1.7780514346922478 Movie Vector: [1.0938937258250605, -0.6066358274822726] User Vector: [1.8221260255786103, -1.1984450596313652] Predicted: 2.7202319374845105 Movie Vector: [2.191500524534611, -0.3960907332628017] User Vector: [1.5282954915107143, 0.22851437762792112] Predicted: 3.258747943893875 Movie Vector: [1.9428601098495268, -0.3700245528741951] User Vector: [1.5896164579496155, -0.08073270695530338] Predicted: 3.1182754899040654 Movie Vector: [0.6537419957173993, 0.6195187609077201] User Vector: [1.4788145438383256, 0.19510525590156247] Predicted: 1.087634537567502 Movie Vector: [0.8516079612709038, -0.5201888644927551] User Vector: [1.8457948120197496, -0.9387222879817411] Predicted: 2.060206437847813 Movie Vector: [0.737069639223132, 0.02078621585057093] User Vector: [0.9786461720255257, 0.8593942317224347] Predicted: 0.7391939349432715 Movie Vector: [1.4814338270938057, -0.7978859736013454] User Vector: [1.9012955823484203, -0.4839334078791587] Predicted: 3.202767269298846 Movie Vector: [-2.168672727793934, -1.069287710040974] User Vector: [1.8926641042661851, -0.5774573651308266] Predicted: -3.4871009621895745 Movie Vector: [-0.49270885156387567, -1.0586160842285917] User Vector: [1.3217448065538968, -0.8052195023571593] Predicted: 0.20118295083214377 Movie Vector: [2.6984527137288445, 0.6967533568025601] User Vector: [0.4858282658488577, -2.145754560094236] Predicted: -0.18407709023403118 Movie Vector: [0.7338952065560267, 0.0749220108648502] User Vector: [-0.19584980276460195, -1.2694868257242582] Predicted: -0.2388457372035817 Movie Vector: [2.208971356269402, -0.736755642124395] User Vector: [1.4731037779410798, -0.4540514189767764] Predicted: 3.5885689950298145 Movie Vector: [1.6977731339210445, -0.6541815638905178] User Vector: [1.7056245522121005, -0.348826114865069] Predicted: 3.1239591546501 Movie Vector: [2.765965331938164, -0.5998266120992826] User Vector: [1.9977247226368129, 0.23059506816699965] Predicted: 5.387320267063794 Movie Vector: [2.5340301084788224, -0.33455255515190285] User Vector: [1.7411644423974117, -0.4561096364908282] Predicted: 4.564755765165193 Movie Vector: [2.3360014354954006, -0.1433520948969469] User Vector: [2.0503836892495513, -0.9932115112567267] Predicted: 4.9320781922177215 Movie Vector: [1.2530324747063912, -0.04296399061470857] User Vector: [1.8998614233678386, -0.1948041212934823] Predicted: 2.3889576233607697 Movie Vector: [1.3294563128882004, -0.24244551377139661] User Vector: [1.2867350759448128, 0.746980571785402] Predicted: 1.5295559812257462 Movie Vector: [1.9343995399099667, -0.36959486135320624] User Vector: [2.0645965256045495, -0.7114876814318569] Predicted: 4.256716760202478 Movie Vector: [1.890423100802255, -0.3673501846860041] User Vector: [2.1103755610095285, -0.0058953162247810656] Predicted: 3.9916683574048872 Movie Vector: [2.5576624284749214, -0.49990011691940617] User Vector: [1.761285343329388, 0.21214791503367586] Predicted: 4.398720580927585 Movie Vector: [1.528608863560287, 1.2947442535716038] User Vector: [2.1387755763050182, -0.8138491344852212] Predicted: 2.215624812957148 Movie Vector: [1.9988858335588824, -0.6014721429709841] User Vector: [1.4314014830553041, -0.29679998543877717] Predicted: 3.03972506989004 Movie Vector: [1.926779463007905, 0.616588401046836] User Vector: [2.002818294172239, -0.25988411191972316] Predicted: 3.6987476283215357 Movie Vector: [1.7407395452481358, -0.07634931694588368] User Vector: [1.5027784100462587, 0.23312632245514364] Predicted: 2.598146770631085 Movie Vector: [-0.5307748369817271, 0.052215745046743436] User Vector: [-1.9956722795129986, 0.16940209952432375] Predicted: 1.0680980856666087 Movie Vector: [1.55408128866763, 0.9474362915509341] User Vector: [2.2230674371821575, -0.18848405151057795] Predicted: 3.2762508767914156 Movie Vector: [2.7899261449905297, 0.29274324447556277] User Vector: [1.86283682124743, -0.22140426020910375] Predicted: 5.13236254997493 Movie Vector: [1.7593067300821645, 0.3694498426781278] User Vector: [1.9988747431247234, 0.7774895165266682] Predicted: 3.803877167735255 Movie Vector: [1.6760428526166395, -1.3020275066694982] User Vector: [1.5978380622148214, -0.19524542336028633] Predicted: 2.932259975580397 Movie Vector: [1.9680437043242909, -0.403369851033023] User Vector: [0.27418545061387967, 0.7805902336231438] Predicted: 0.22474238364356458 Movie Vector: [1.2164836802224306, -0.361960691209473] User Vector: [0.914087756649373, 0.5106864155534544] Predicted: 0.9271244302900783 Movie Vector: [0.5200223042820725, 0.7190723094862309] User Vector: [2.028938403904201, -0.25152541960230757] Predicted: 0.8742282596767283 Movie Vector: [1.2154004812810364, 0.5245149687983797] User Vector: [1.3424164493058839, -0.8501639428425809] Predicted: 1.1856498846123675 Movie Vector: [2.085788763462149, -0.06012146935277892] User Vector: [1.3267126322430796, -0.3236491128564645] Predicted: 2.78670056089556 Movie Vector: [0.08066796928105029, 1.1495979489835824] User Vector: [-0.0598557599465937, 0.013097236697215936] Predicted: 0.010228113839806208 Movie Vector: [1.7289255259072613, -0.06782740339975671] User Vector: [1.8612767672107238, 0.0262335841210598] Predicted: 3.2162295577159674 Movie Vector: [0.793259886201531, -0.12074559915551134] User Vector: [1.4760099409512313, -0.32338118665680243] Predicted: 1.209906332929798 Movie Vector: [2.009811862249607, -0.43444625702978645] User Vector: [1.9189798254477457, -0.4484445171877806] Predicted: 4.05161345858032 Movie Vector: [1.6561017349543752, -0.2568252707802514] User Vector: [1.4637582585188822, -0.470565140775449] Predicted: 2.5449856111863176 Movie Vector: [0.7353826167905846, 0.08811841291478467] User Vector: [0.30001421656532856, -0.10287731809584444] Predicted: 0.2115598536566532 Movie Vector: [-0.2589998715024203, 0.12303609160105505] User Vector: [0.9289901991995166, -0.5469102377081334] Predicted: -0.30789804032389534 Movie Vector: [0.8554874912247281, 0.15569685485099544] User Vector: [0.9465964361950537, -0.3378440014883396] Predicted: 0.7572001619407654 Movie Vector: [1.3814499935290092, 0.4749447509492686] User Vector: [0.735123398001378, -1.4362778434678911] Predicted: 0.3333835907522168 Movie Vector: [2.40265293429467, -0.8464901588518431] User Vector: [1.8223517704616052, 0.07435760361334784] Predicted: 4.315535848922157 Movie Vector: [1.210224511385559, -0.9406402508452488] User Vector: [1.631900062963254, -0.44477353410802123] Predicted: 2.393337345022464 Movie Vector: [1.4155740446463712, -0.07725875393532299] User Vector: [1.7544794368802878, -0.23294336957504036] Predicted: 2.5015924671843797 Movie Vector: [1.4240963374854283, -1.0026072928235812] User Vector: [1.2723585564309343, 0.6360056594960293] Predicted: 1.1742972476937499 Movie Vector: [0.6124406645591833, -1.4861425120649974] User Vector: [1.806861739929432, 0.29164019545586317] Predicted: 0.6731767120750403 Movie Vector: [1.5395492641335438, 0.32428391191123995] User Vector: [1.580543662636422, 0.6817858495302449] Predicted: 2.6544170151142352 Movie Vector: [0.2202830463072883, -0.29258690670454435] User Vector: [0.45495113655319397, 0.6991333210280567] Predicted: -0.10433923349277362 Movie Vector: [1.0478098077626186, -0.867379269731876] User Vector: [1.5644916462734326, 0.27629718281841037] Predicted: 1.3996352424659808 Movie Vector: [1.4369055182295334, 0.6603668044397272] User Vector: [1.8703330791711388, -1.3289077504115112] Predicted: 1.809925357853808 Movie Vector: [1.6117822875233399, 0.2974775089853401] User Vector: [1.6722594451989132, 0.5882690631589402] Predicted: 2.870314969436877 Movie Vector: [2.0685001227021984, -0.5335075868498339] User Vector: [0.899879724223165, -0.17797305532934526] Predicted: 1.9563512952458881 Movie Vector: [1.6763392935130599, 0.24922418989234021] User Vector: [1.524722833413352, 0.016078787139707385] Predicted: 2.5599600200667143 Movie Vector: [1.103735022344729, -1.194830091240377] User Vector: [1.3963577870151207, -0.7579380230069239] Predicted: 2.446816150436285 Movie Vector: [0.5922017202673922, -1.816272506038614] User Vector: [2.2635085794593643, 0.4591592559740365] Predicted: 0.5064953420770479 Movie Vector: [2.1122514872020948, 0.7365402959221972] User Vector: [0.5674268633131224, -1.0911006096797562] Predicted: 0.39490866997714535 Movie Vector: [1.594618543702914, 0.8445033939969194] User Vector: [1.7441080231731672, 0.3646617515578606] Predicted: 3.0891450828244382 Movie Vector: [0.2979445280097958, 1.20127057900786] User Vector: [2.28431966269256, -0.06834538904427012] Predicted: 0.598499238654703 Movie Vector: [0.9908834272163649, 0.00042219976801914985] User Vector: [1.8702781434556026, -0.3264166069150857] Predicted: 1.8530898036194305 Movie Vector: [1.763157286937406, -0.5384454622295393] User Vector: [2.092368351470132, -0.02330172995102997] Predicted: 3.7017212166060007 Movie Vector: [2.8023903131975167, -0.361269776033749] User Vector: [1.5387823186185816, 0.784712243762944] Predicted: 4.028775847261148 Movie Vector: [0.9631105417951051, -0.8703093567126856] User Vector: [1.2595861520046008, -0.8896033451007196] Predicted: 1.9873508162988232 Movie Vector: [1.7797163259283397, 0.24212789757784453] User Vector: [1.410666340021767, 0.19270323245567278] Predicted: 2.557244744305264 Movie Vector: [1.644465067895395, -0.4526504150325634] User Vector: [2.1455045921008686, -0.3461131370689609] Predicted: 3.6848756098615243 Movie Vector: [0.8066451857711017, -0.06827877839563226] User Vector: [1.868190499330017, 0.2585903648156665] Predicted: 1.489310638173374 Movie Vector: [1.4839126988398605, -0.44748717146836425] User Vector: [1.956836505086758, 0.17704575097867592] Predicted: 2.8245488371257115 Movie Vector: [1.9591569519742495, -0.17422132336751225] User Vector: [2.102483305234868, -0.7305882777880977] Predicted: 4.2463788404537235 Movie Vector: [2.4821120137186625, -0.12663131498206562] User Vector: [1.9176610791134006, 0.018392739796718106] Predicted: 4.757520505881485 Movie Vector: [1.2703528636412993, -0.19571576530396792] User Vector: [1.9844377465634584, -0.4680635863177719] Predicted: 2.6125435970718787 Movie Vector: [0.7631263809367108, 0.7138736195670001] User Vector: [1.9354280705730642, -0.9591099068430192] Predicted: 0.792292958299149 Movie Vector: [1.389080766816112, 0.7874149999288425] User Vector: [0.08600931450818536, 0.06695529807338385] Predicted: 0.17219549057804742 Movie Vector: [1.3840171363906988, -0.26836239105340526] User Vector: [0.21826606303086618, -0.18374813287231898] Predicted: 0.3513950598164655 Movie Vector: [0.012924089332283145, 0.11806881222391966] User Vector: [2.006083321631576, -0.22801388028925162] Predicted: -0.0009945279595491574 Movie Vector: [0.7869562590043574, -0.1681664991070229] User Vector: [1.2998474118753034, 0.048805786635564924] Predicted: 1.0147155582512175 Movie Vector: [0.37715981611740984, 0.2148187384826224] User Vector: [1.8277220802881309, -0.42783451242748594] Predicted: 0.5974364534762009 Movie Vector: [1.14343657619844, -0.7301106772447253] User Vector: [0.8984507000703877, 1.0602697987897327] Predicted: 0.25320709151507514 Movie Vector: [1.6661068653075821, 0.8594503217249743] User Vector: [1.6402718948217487, -0.8410328452261053] Predicted: 2.010042315522745 Movie Vector: [1.4644291306071884, 1.4230390935718313] User Vector: [1.7675479143490656, -0.5722682876598393] Predicted: 1.7740885101653894 Movie Vector: [2.0146241363068786, -0.2707580359197579] User Vector: [1.1314941336440951, -0.43354299768375626] Predicted: 2.396920642268653 Movie Vector: [1.1098362747385249, 0.8684929396771717] User Vector: [1.9048841954952445, -0.9676932970647836] Predicted: 1.2736747830630457 Movie Vector: [0.5942070853473789, 0.07592735382122284] User Vector: [1.3034743416829273, -0.9292626577846365] Predicted: 0.7039772347860417 Movie Vector: [1.8827301142162316, -1.4697569279048377] User Vector: [1.7119618346336831, -0.2805528696159827] Predicted: 3.6355066242153766 Movie Vector: [2.618425292660323, -0.10797593679259157] User Vector: [1.3455056447612832, -0.7023437197795074] Predicted: 3.5989422327537652 Movie Vector: [0.5081941338743355, -0.020738042510760155] User Vector: [1.7359500000944446, -0.695745963649676] Predicted: 0.8966280161180057 Movie Vector: [0.6439695375493923, -0.4638359380860566] User Vector: [2.1961533653789544, -0.02256380290572361] Predicted: 1.4247217697781922 Movie Vector: [-0.23571314847129549, 0.204523129313039] User Vector: [1.10253103586343, 0.47849886223971144] Predicted: -0.16201697707269333 Movie Vector: [-0.2588075301356332, -0.11641133981039915] User Vector: [1.732018373310926, 0.0271896114040005] Predicted: -0.4514245764386017 Movie Vector: [1.8463299748985122, 0.5571784903238991] User Vector: [1.8382110085594, -0.46034784500540704] Predicted: 3.1374481679876727 Movie Vector: [1.8683599725217577, 0.07991961316425933] User Vector: [2.1133887239431064, -0.321912489006888] Predicted: 3.92284377659996 Movie Vector: [1.5924858515327727, -0.31056449858485713] User Vector: [1.6664094579028559, -0.37940293460706853] Predicted: 2.771562566718563 Movie Vector: [1.7957837758486717, -1.0496462764702754] User Vector: [1.3600134408594866, -0.3898287463173363] Predicted: 2.8514723640646604 Movie Vector: [2.414875869806713, 0.13110939805733873] User Vector: [1.8014817243280872, 0.0445220325373576] Predicted: 4.356192002863949 Movie Vector: [0.9121587083538568, -0.14679531679829083] User Vector: [1.482710227860593, -0.5776751099168046] Predicted: 1.4372670470750961 Movie Vector: [2.607292212992122, 0.04501983381704151] User Vector: [0.6133901990529216, -1.2185800709602517] Predicted: 1.5444272172289808 Movie Vector: [0.25801785956868967, 0.06536947506797872] User Vector: [1.5399679055907387, -0.5719806035165783] Predicted: 0.359949151004056 Movie Vector: [1.5201146327043886, -0.3558640951294766] User Vector: [1.1296923734846274, -0.4006395043975458] Predicted: 1.8598351220940879 Movie Vector: [1.0956774967145466, -0.6289587053503851] User Vector: [1.8094689995429682, 0.3992766546625701] Predicted: 1.7314659360086115 Movie Vector: [2.086232346924011, -0.3597332087242978] User Vector: [1.9299576689047, -0.1750004203960818] Predicted: 4.08929357982023 Movie Vector: [1.6706967748984811, -1.1021471993064034] User Vector: [1.8276942913364074, -0.15736694203406393] Predicted: 3.2269644924623573 Movie Vector: [1.9438443873832336, -0.9509835534408312] User Vector: [1.3935402603509197, 0.6392585529051005] Predicted: 2.1009010434665694 Movie Vector: [1.255735308403232, -0.04580196891758728] User Vector: [2.0542742009629498, -0.9667850762141668] Predicted: 2.6239053073017615 Movie Vector: [-0.5085090805725382, -0.8949859551461893] User Vector: [1.1793089176783333, -0.4991417998600253] Predicted: -0.15296439293849162 Movie Vector: [2.219686663643796, -1.2666704105922186] User Vector: [0.30829551396952054, -0.8461750538045666] Predicted: 1.7561443436548774 Movie Vector: [0.16819719420089438, -0.877913775233934] User Vector: [2.0422498503775213, -0.7072180276391233] Predicted: 0.9643771432488549 Movie Vector: [0.08373727368826542, -0.050956433508226776] User Vector: [-0.7993821292511114, 1.6270020908608083] Predicted: -0.14984430399930337 Movie Vector: [2.1420326610531935, -0.12753938227495704] User Vector: [2.0065870323582735, -0.4714759960067169] Predicted: 4.358306717845389 Movie Vector: [1.3788133577967603, -0.0610141211839119] User Vector: [2.045582934535791, -0.8560645222063898] Predicted: 2.8727090991181927 Movie Vector: [0.5994526727070965, -0.667378938606183] User Vector: [1.6642393315993358, -1.0686797690483518] Predicted: 1.7108470853288833 Movie Vector: [2.6427084396970555, -0.12065155497682986] User Vector: [1.1696846543834225, 0.7344257509956789] Predicted: 3.002525899050549 Movie Vector: [1.5286290208132647, -0.9503552150874898] User Vector: [1.6396775042397806, -0.6407280292644915] Predicted: 3.115377841819833 Movie Vector: [2.3689283174090843, -0.26073745294684614] User Vector: [2.051222030419346, -0.21667476353703546] Predicted: 4.915693179116253 Movie Vector: [1.5312408421173764, 0.008627788266146075] User Vector: [-1.7638841721794134, -1.019439590955135] Predicted: -2.7097269941464037 Movie Vector: [1.2929688015811243, -0.7499163033885048] User Vector: [1.8223064899773032, -0.44925262163590635] Predicted: 2.693087303764252 Movie Vector: [2.147982900231903, 0.9982558460847711] User Vector: [1.8286526866973924, 0.4708245886557861] Predicted: 4.3979180995952225 Movie Vector: [1.7013201132718048, -0.13749622417787166] User Vector: [1.2375178212020423, -0.9861864996752494] Predicted: 2.2410108797838744 Movie Vector: [1.7433342359603912, -0.5659937218639661] User Vector: [1.440877201846339, 0.5745372559101075] Predicted: 2.186746075971462 Movie Vector: [1.3243942191164422, -0.47152151864159186] User Vector: [2.0948231613686814, -0.33216272176173345] Predicted: 2.930993555989129 Movie Vector: [1.3186064942569269, -1.14399162388393] User Vector: [1.8293235751258836, 0.5518751708370536] Predicted: 1.7808173733911872 Movie Vector: [2.4103483806825907, -1.0960081079658939] User Vector: [0.4197019217044651, 1.3815612926034726] Predicted: -0.5025745309955179 Movie Vector: [2.627544907815398, 0.02893806416066725] User Vector: [1.5177780809906387, -0.3227910233412319] Predicted: 3.9786891205568433 Movie Vector: [1.1019865027511686, -1.0684598796809328] User Vector: [1.07428889289509, -0.19670175486452546] Predicted: 1.3940197933614642 Movie Vector: [1.9599677373641302, 0.18032822334358434] User Vector: [1.53363653903537, -0.4913124778002219] Predicted: 2.917280631123861 Movie Vector: [2.474841892888377, 0.023236358871571383] User Vector: [2.155972891083168, -0.8588726628995211] Predicted: 5.315734957364179 Movie Vector: [1.2808248381797185, -0.7295837822054902] User Vector: [1.402870817661233, -0.701278349827902] Predicted: 2.3084730988642637 Movie Vector: [1.223922596853409, -0.4789108529118567] User Vector: [1.6408359214898292, -0.6591190551435174] Predicted: 2.323915430909427 Movie Vector: [2.0607400867183925, -0.6142975743083077] User Vector: [1.8084019503488602, 0.32738422273357093] Predicted: 3.525535058091577 Movie Vector: [2.2947713255421647, -0.8508920630455418] User Vector: [1.414597835636669, -0.43453800022272987] Predicted: 3.615923485874239 Movie Vector: [2.1527040473663828, 0.2542693438160906] User Vector: [1.392761935832177, -0.7042924262451935] Predicted: 2.819124283207758
avg loss: 12.428202875840439: 50%|██████████████████████▍ | 34962/70000 [00:56<00:50, 687.87it/s]
Movie Vector: [-0.4627419642904862, 1.4780675488138169] User Vector: [0.33734568160286804, 0.501966735881737] Predicted: 0.5858367395409675 Movie Vector: [2.5142732304067295, -0.7539116287898837] User Vector: [1.7012894846735718, -0.37760969334673544] Predicted: 4.5621909474451074 Movie Vector: [1.5026483525184744, -0.2848232885275073] User Vector: [1.9918504678600406, 0.21039136518787427] Predicted: 2.9331264634824405 Movie Vector: [2.062935575827623, -0.8963528671558596] User Vector: [2.0101993659026296, -0.9687912460020778] Predicted: 5.015290597456124 Movie Vector: [1.842684102133329, -0.2774606078928677] User Vector: [1.4756520220465985, 0.040252179065515654] Predicted: 2.707992127233637 Movie Vector: [2.060585015188855, -0.14518732008239008] User Vector: [1.9017763730266561, 0.19364962718750703] Predicted: 3.89065642609263 Movie Vector: [1.8853987716365497, -0.5398068086020702] User Vector: [1.5071553529060673, -0.6907807040315231] Predicted: 3.2144769783216973 Movie Vector: [1.1010453755182072, -1.1539079138677708] User Vector: [0.7621684122564237, 0.1280300954390366] Predicted: 0.6914470653406396 Movie Vector: [0.46399601783632133, -0.8020210912027703] User Vector: [1.372184981818291, -0.9970699459832347] Predicted: 1.4363594933814532 Movie Vector: [1.8048353608079057, -0.5007231539797972] User Vector: [1.680116847420386, 0.12446907035117134] Predicted: 2.9700097510342416 Movie Vector: [0.14323433945422914, 0.8687390892262492] User Vector: [1.8557646359720197, 0.9146016310736174] Predicted: 1.0603594097997067 Movie Vector: [0.12438853119733234, 0.15869443066166297] User Vector: [0.823587480484434, -1.0496897865441557] Predicted: -0.06413508603701697 Movie Vector: [1.0473029125877322, -0.4530433994982548] User Vector: [2.0715381232158503, -0.9501740479296414] Predicted: 2.5999979907695474 Movie Vector: [1.3614087743626637, -0.39914405899819594] User Vector: [2.2499168103505918, -0.06741452668917458] Predicted: 3.089964595015512 Movie Vector: [-0.2849506602487896, -0.3638295013461395] User Vector: [1.8799689652708718, -1.3781205955927631] Predicted: -0.03429746881180906 Movie Vector: [1.896024129947983, -0.23415241894942698] User Vector: [0.5173918200472297, 0.9845403353695266] Predicted: 0.7504548743671974 Movie Vector: [1.7654321951209186, -1.0945478855236317] User Vector: [2.2447341581879847, -0.23800171271503678] Predicted: 4.223430223755968 Movie Vector: [1.3283780765076512, -1.1022895172412916] User Vector: [0.820491234156981, 0.18578397544955816] Predicted: 0.8851348388113778 Movie Vector: [1.9247407408468238, 0.5768254559209822] User Vector: [1.8640298748331459, 0.05437219510362547] Predicted: 3.6191375084770345 Movie Vector: [2.5030367206946007, -0.12643062118120435] User Vector: [2.3379959752650405, 0.6572889622422579] Predicted: 5.768988327132744 Movie Vector: [1.8304623514774794, -1.5176725878320865] User Vector: [1.7096842854530425, 0.07315093292907314] Predicted: 3.0184935517536724 Movie Vector: [1.9105487960069345, -0.3613755747906541] User Vector: [1.562733222436913, -0.4325524497167173] Predicted: 3.1419919667503655 Movie Vector: [1.6844124409896302, -0.6905260530985214] User Vector: [1.6316172165705716, -1.298960059857066] Predicted: 3.645282101790061 Movie Vector: [2.2508163421218814, -1.3521116712254069] User Vector: [0.9737351527536996, -0.7599561151780373] Predicted: 3.2192445276679176 Movie Vector: [2.2790746487450586, -0.32334008586568147] User Vector: [2.0723069261352354, 0.17408375985228536] Predicted: 4.666653921915155 Movie Vector: [1.7485360098000364, -1.400030314818186] User Vector: [1.5375072786763535, -0.6911967266405665] Predicted: 3.6560832128951555 Movie Vector: [2.316921779183877, -0.1787537637603931] User Vector: [1.7383300313678502, -1.0032832692960638] Predicted: 4.206915369590068 Movie Vector: [0.10673174150853117, 0.19636178970925244] User Vector: [0.3623614595127736, -1.6275496113238643] Predicted: -0.2809130848907808 Movie Vector: [1.4298403860882225, -0.6096490580759095] User Vector: [0.22274631550245647, 0.7461304854882054] Predicted: -0.1363860699218441 Movie Vector: [1.8572667080225047, -0.5958684849850666] User Vector: [2.252857587026737, -0.09841132026041631] Predicted: 4.242797598609625 Movie Vector: [2.2412094674581207, -1.344613941346982] User Vector: [1.846297272062166, -1.0070987399160638] Predicted: 5.492097931891946 Movie Vector: [2.1659934045118807, -0.02874935224452073] User Vector: [1.7576492447546623, -0.5626397751564565] Predicted: 3.823232200666638 Movie Vector: [1.2324218293391835, 0.2903047384893579] User Vector: [2.023894178573791, -1.0901398463234713] Predicted: 2.1778186029430717 Movie Vector: [2.8696429281117606, -0.3269738592495879] User Vector: [1.3467330230432364, -0.32422618726256325] Predicted: 3.9706563833496156 Movie Vector: [0.35744660646671556, 0.9851216750001446] User Vector: [2.203748202845177, -0.20026190629160084] Predicted: 0.5904399720494279 Movie Vector: [2.143126654103732, -0.019986569625780947] User Vector: [1.8231157057920881, -0.8875027282688859] Predicted: 3.9249059976697787 Movie Vector: [2.535252761596318, 0.23649843794526965] User Vector: [2.518577618723062, -0.7332559627185101] Predicted: 6.211816973365338 Movie Vector: [1.7219962079904876, -0.8987031449417707] User Vector: [2.1056839093595148, -1.2050065779860755] Predicted: 4.708922908455277 Movie Vector: [0.36643809818774614, -0.41929359575355074] User Vector: [1.5706210177052082, -0.5642145602997547] Predicted: 0.8121069304661916 Movie Vector: [-0.5031831433606496, -1.4075581379084254] User Vector: [1.672039338537765, -1.077363624486316] Predicted: 0.6751099269441372 Movie Vector: [1.1395087520907685, -0.3999783010396545] User Vector: [-1.3704506494944457, -1.0172227867548003] Predicted: -1.1547734673823913 Movie Vector: [1.9180326315067022, -1.0530930447454212] User Vector: [-0.6180930961394641, 1.8172418086658406] Predicted: -3.099247437031088 Movie Vector: [1.0802847299942735, 0.3646022249318024] User Vector: [-0.25370839891695807, 0.5366100202983899] Predicted: -0.07842810189979288 Movie Vector: [2.554207782091364, 0.14977337228467427] User Vector: [1.6744660099917925, -0.07377888407678065] Predicted: 4.265884001296932 Movie Vector: [1.7050643772644272, -1.3234360680620871] User Vector: [-0.7799766027639939, 1.6151932944123575] Predicted: -3.4675153831899523 Movie Vector: [0.8648039886903007, -0.23207200257011018] User Vector: [0.8295439595000801, -1.0420905325209973] Predicted: 0.9592329617111149 Movie Vector: [2.286857779958623, 0.03455340393813318] User Vector: [1.426331613484952, -0.665923681927072] Predicted: 3.2388076171254028 Movie Vector: [2.0153837532098784, -0.15663631412945617] User Vector: [0.38349983231228896, -0.7002965550981969] Predicted: 0.8825912025890371 Movie Vector: [1.4433854567227817, -1.0762483757727188] User Vector: [1.250176135925582, -0.15060706258899526] Predicted: 1.966576659428175 Movie Vector: [0.7748136553705196, 0.4259563843693571] User Vector: [2.380325813950743, -0.7461526396759511] Predicted: 1.5264804642959624 Movie Vector: [2.471233000779713, -0.7443586349828661] User Vector: [0.6918061175054397, -0.464504147916562] Predicted: 2.055371781207782 Movie Vector: [2.107201336824691, -0.011361079601129767] User Vector: [1.4352924957347768, -0.21052605468033558] Predicted: 3.026842069012104 Movie Vector: [1.299300631321349, 0.13109617995041156] User Vector: [0.7164634900074001, -0.15501439018264165] Predicted: 0.9105796704950251 Movie Vector: [0.6507511346469486, 0.07920292952231328] User Vector: [1.26127188443826, -0.552860414952094] Predicted: 0.7769859454153651 Movie Vector: [2.2368162282550834, 0.5788477736498195] User Vector: [-0.8624109505524911, 0.9495625919371979] Predicted: -1.379402617336705 Movie Vector: [1.4775071577162329, -0.15919126820678678] User Vector: [1.6396781784368208, -0.6432326137687839] Predicted: 2.525033260529336 Movie Vector: [-0.10151393403865483, 0.3260899017514254] User Vector: [1.4471111756620907, -0.11505011359413332] Predicted: -0.184418628671163 Movie Vector: [1.9427198728549206, 0.22992271280404758] User Vector: [1.4086963404190291, -0.4055213975163374] Predicted: 2.643463795533003 Movie Vector: [2.206910280758279, -0.8590179971183163] User Vector: [1.5593472686921788, 0.32204421766137] Predicted: 3.164697739710107 Movie Vector: [1.8851174183684405, -0.6312566438278808] User Vector: [2.1006984564483737, 0.1058677984455349] Predicted: 3.893233499854351 Movie Vector: [1.7519422547094177, -0.28763582806186005] User Vector: [1.7433751557797919, 0.2878081445468641] Predicted: 2.971508667241546 Movie Vector: [1.6317105613140614, -0.14715703170585676] User Vector: [1.8775500551220583, -0.2726461304305733] Predicted: 3.103740049598712 Movie Vector: [2.542135659927155, -0.2837806922093089] User Vector: [1.7661958635445427, -1.0427813429911812] Predicted: 4.785830698469408 Movie Vector: [2.2792653754978023, -0.023953504295236454] User Vector: [2.124950504457484, -1.066335391095596] Predicted: 4.8688685788273025 Movie Vector: [1.4924370498648132, -0.1532826311292299] User Vector: [1.7544415733425824, -0.39657084210501486] Predicted: 2.679181027986576 Movie Vector: [0.8238030314546358, -0.6486978672380832] User Vector: [0.9692671173765297, -0.5277656994795911] Predicted: 1.1408456732379073 Movie Vector: [1.3122486009863332, -0.2849364203726754] User Vector: [-1.1574026166877922, -1.0920046522257711] Predicted: -1.2076480678909571 Movie Vector: [2.2671513283606073, 0.06025013669917061] User Vector: [1.5575240950004159, -0.48753448764601065] Predicted: 3.5017688014076134 Movie Vector: [1.625029879021452, 0.26296157518383945] User Vector: [1.8410608372500596, -1.4277991076683776] Predicted: 2.6163225672290404 Movie Vector: [0.23266969222650352, -0.5920162541851799] User Vector: [1.6612610307096287, 0.76892291681671] Predicted: -0.06868977224787798 Movie Vector: [2.411427739008433, -0.30243604690581377] User Vector: [1.9018639856456927, -0.2927664587108616] Predicted: 4.674750701246287 Movie Vector: [2.2787309056665817, -0.17710684498332743] User Vector: [1.3412306377521186, -0.2802404983616045] Predicted: 3.1059362163740314 Movie Vector: [1.8620746924888834, -0.27693167999962676] User Vector: [2.305668668690287, -0.08376011183116548] Predicted: 4.316523105719081 Movie Vector: [1.4001405985494104, -0.776337331364997] User Vector: [1.6826014464656958, 0.2608690487969665] Predicted: 2.153356215195821 Movie Vector: [1.1135938812187733, -0.557021507853738] User Vector: [1.864025223497142, -0.5958440990465593] Predicted: 2.4076650618205404 Movie Vector: [1.7265694243005978, 0.9893947056145217] User Vector: [-0.8301719723183609, -0.747367432451959] Predicted: -2.172790925132891 Movie Vector: [1.0711641134593302, -1.2183499880662467] User Vector: [0.23743473959360337, -1.1063611285188701] Predicted: 1.6022666400691539 Movie Vector: [1.9697363052294046, 0.3544805891585692] User Vector: [1.6468393316787924, -1.1413440588244232] Predicted: 2.8392549060827323 Movie Vector: [2.5051496621801075, -0.34947195946713266] User Vector: [0.8072814840066751, 0.44546655083672504] Predicted: 1.8666828685456025 Movie Vector: [1.0470416463728867, -0.5478933204981636] User Vector: [1.9511125688464135, -0.7772217180427324] Predicted: 2.4687307042055013 Movie Vector: [0.9327380968466332, -1.9088372696591578] User Vector: [1.8709885939640165, 0.13603060017469704] Predicted: 1.4854820609281896 Movie Vector: [2.680967458131722, -0.04024022437883365] User Vector: [1.9201322758535377, -0.9841299434518247] Predicted: 5.187413756614168 Movie Vector: [-0.039226068096701566, 0.3176319988378729] User Vector: [0.9221305694375188, -0.10418750390318704] Predicted: -0.06926484162950429 Movie Vector: [2.398240819564041, 0.28432944379030745] User Vector: [2.1933455101449324, -0.8144669651797711] Predicted: 5.028593794641948 Movie Vector: [2.0670992170598588, -0.3448638012689334] User Vector: [2.3566072555276496, 0.17362721527838837] Predicted: 4.8114632713541425 Movie Vector: [0.9974616956287456, -0.45094831574008676] User Vector: [0.15292665095535643, -2.1692477685094205] Predicted: 1.1307571042010198 Movie Vector: [-0.0892029873032521, -0.49092688881650315] User Vector: [1.7086704572330182, -1.2341732730947474] Predicted: 0.45347033611888593 Movie Vector: [1.3876095558898702, -0.7829641859317991] User Vector: [1.0686004794860318, 0.7817074078795886] Predicted: 0.870751332516016 Movie Vector: [1.2652119593696742, 0.7539362614323075] User Vector: [1.5106386415736421, 1.036851637807217] Predicted: 2.692998123073269 Movie Vector: [1.3807588437983243, 0.17683354700366277] User Vector: [2.135892066866307, 0.9587282437664453] Predicted: 3.1186871766821476 Movie Vector: [2.32697359488358, 0.25719015660104183] User Vector: [0.021229522296242795, -0.4011686807295669] Predicted: -0.053776098004921453 Movie Vector: [2.1512568341801406, -0.5498747350300566] User Vector: [2.0680949696599185, -0.1284874244640724] Predicted: 4.519655425696347 Movie Vector: [2.0578897621421044, -0.5088311634102647] User Vector: [1.3375892427165443, 1.408941828540677] Predicted: 2.0356976987440487 Movie Vector: [2.7788305025573923, 0.2940619979361093] User Vector: [2.0800596175518216, 0.6960518041234695] Predicted: 5.984815496578446 Movie Vector: [0.22710781805836638, -1.1349900498901113] User Vector: [2.0357995271540483, -0.3252313883005491] Predicted: 0.8314803782492803 Movie Vector: [0.8832827122313265, -0.5901631620568074] User Vector: [0.8904366666671018, -0.5285956496248025] Predicted: 1.098464994035985 Movie Vector: [0.8776038475747399, -0.16933297345607232] User Vector: [1.7114448572552976, -0.33041496128355385] Predicted: 1.5579207395077677 Movie Vector: [0.9223332104600166, -0.16991109305226382] User Vector: [1.48488763309106, 0.19163334607080187] Predicted: 1.3370005465051 Movie Vector: [1.0514057436951223, 0.036875334582049] User Vector: [1.997476530267722, -0.500976212392131] Predicted: 2.081684631370079 Movie Vector: [1.512552824634933, -0.17293940258451962] User Vector: [1.83392266006025, 0.2969075541618322] Predicted: 2.722557884596563 Movie Vector: [2.1589160016580413, -0.8699228708829838] User Vector: [1.4639814211005142, 0.42471185125067795] Predicted: 2.7911463632059625 Movie Vector: [2.098523181176109, -0.06322800719353093] User Vector: [1.6665717075972106, -0.8809828751954638] Predicted: 3.5530421530552347 Movie Vector: [1.6567956969213347, -0.25558680804836087] User Vector: [2.1498824964935066, -0.632364397212071] Predicted: 3.723540066883797 Movie Vector: [1.123918587025161, -0.45129253428646265] User Vector: [1.9827784628478091, -0.9318359523817527] Predicted: 2.649012176837431 Movie Vector: [1.259813511448026, -0.5734129021579322] User Vector: [1.9925999755817847, -0.7208167180930476] Predicted: 2.9236299783946293 Movie Vector: [1.0984200877240626, -0.9854775806907816] User Vector: [0.13775424403066103, 0.09628745402112505] Predicted: 0.05642290157290743 Movie Vector: [2.1761240953842536, -0.38428971798404477] User Vector: [1.200909634149207, -0.9122511152813664] Predicted: 2.9638971150732845 Movie Vector: [1.3210891140726084, 0.9648337044963367] User Vector: [2.0461115270947743, -0.5734803045870203] Predicted: 2.149782537893005 Movie Vector: [1.5637361230213904, 0.27084204678454504] User Vector: [2.1208101566041293, -0.8592028067845138] Predicted: 3.083679205159985 Movie Vector: [1.4412853668865293, -1.477110202519265] User Vector: [1.6649389736470765, -0.47045284314606434] Predicted: 3.0945628738918556 Movie Vector: [-0.17966459851628214, 0.42927792288349087] User Vector: [1.671257682512848, -0.6466350888613409] Predicted: -0.5778520083559009 Movie Vector: [1.53387567884399, -0.0929657384214042] User Vector: [2.156105123748321, -0.49314845702303767] Predicted: 3.353043120806984 Movie Vector: [1.4002096893311182, -0.2819941546355315] User Vector: [2.2306163030192065, -0.31458892215000495] Predicted: 3.2120427978268444 Movie Vector: [1.1620716894128489, -0.28731123798772074] User Vector: [1.5831270458375202, 0.5283541907385666] Predicted: 1.687905024074482 Movie Vector: [0.484675920655645, -0.731652827652332] User Vector: [1.3701523526555213, 0.033782161592040935] Predicted: 0.6393630389087881 Movie Vector: [1.6695213410306096, 0.6014571249313737] User Vector: [1.4216388278157994, -0.043940340251893764] Predicted: 2.347028131559807 Movie Vector: [2.3823052641294304, -1.0709108916185062] User Vector: [1.9610038631783673, 0.4376324856851387] Predicted: 4.203044430781679 Movie Vector: [2.178075128989062, -0.38577178835081194] User Vector: [0.6165567611547608, 0.8594902781715277] Predicted: 1.0113398454008666 Movie Vector: [1.953930382260123, 0.6130653193183544] User Vector: [1.9189376051217741, -0.08462216906374859] Predicted: 3.6975915712104346 Movie Vector: [1.9892412278722356, 0.851441667444633] User Vector: [1.7404362312804527, -0.8731606826552977] Predicted: 2.718702118158533 Movie Vector: [2.1705528601129163, 0.3501071161789693] User Vector: [1.6517407249779947, 0.5113901073034883] Predicted: 3.764231870476446 Movie Vector: [2.470275733839107, -0.12438562893400619] User Vector: [2.1387430519068387, 0.667353405430034] Predicted: 5.200275888986791 Movie Vector: [1.391794644785804, -0.4652009668407044] User Vector: [0.2817148457360037, -2.2274723798183595] Predicted: 1.4283115183544945 Movie Vector: [0.44868877677881325, 0.5609165179737977] User Vector: [0.42538210284209, -0.08785490810551508] Predicted: 0.1415849062463632 Movie Vector: [2.1098034390553604, -0.20511069822801273] User Vector: [1.7588448258498242, -0.0688310877819556] Predicted: 3.724934854817436 Movie Vector: [1.8326522294762242, -0.5947932535344812] User Vector: [1.2291085104880775, 0.5396015451330641] Predicted: 1.9315770933722478 Movie Vector: [1.898480313181708, -0.9598767382920076] User Vector: [1.3428575118392951, 0.12448152364945636] Predicted: 2.429901630736815 Movie Vector: [1.3049526036416212, -0.20387670581130232] User Vector: [1.6091752559299928, -0.3488489142061333] Predicted: 2.1710196073957126 Movie Vector: [1.17962440417022, -1.08267534030249] User Vector: [1.8576005636789252, -0.10386728303485489] Predicted: 2.3037255041220734 Movie Vector: [1.0337218141218818, 0.46308586732637114] User Vector: [1.6935309988739076, 0.4080279924686971] Predicted: 1.9395919332133829 Movie Vector: [1.2706216026751598, 0.055811853508804514] User Vector: [2.008589379847739, 0.1319044270184505] Predicted: 2.559518887496356 Movie Vector: [1.5452525426803674, -0.6518662292744268] User Vector: [1.7465632928053705, 0.19196947365286238] Predicted: 2.573742952233806 Movie Vector: [2.1038436352384995, -0.549435997773794] User Vector: [2.0249252051323197, 0.13124147960280594] Predicted: 4.188017211356767 Movie Vector: [2.129236539145031, -0.8690691514956861] User Vector: [1.8499292434093257, -0.238152799024309] Predicted: 4.1459081908744375 Movie Vector: [2.2500011289861215, -0.10169330935135684] User Vector: [1.5236402056712985, -0.17909413101897875] Predicted: 3.4464048577977935 Movie Vector: [1.882658271751967, 0.5323556630033638] User Vector: [2.105537748354518, -0.8496094932342465] Predicted: 3.5117136333609755 Movie Vector: [0.5977470438035742, -0.11410277896925275] User Vector: [1.4941642460851798, -0.5502618128910616] Predicted: 0.9559186630659415 Movie Vector: [0.6108817385235359, 0.12764839871069242] User Vector: [0.7165150217090539, -1.5113552419401897] Predicted: 0.24478386562317958 Movie Vector: [1.5012886335933646, -1.088879593280904] User Vector: [2.3341482447059496, -1.1465760885613012] Predicted: 4.752713533877185 Movie Vector: [1.5643597935556763, -0.5406186571733408] User Vector: [1.5997565924347423, -0.3725295514592666] Predicted: 2.7039913185478412 Movie Vector: [1.9272749666805271, -1.0873363790337924] User Vector: [1.9491325070710035, 0.730778419544186] Predicted: 2.9619123270379877 Movie Vector: [-0.3999893667536435, -0.1578227526484497] User Vector: [1.9325370339185242, -0.6415546129757137] Predicted: -0.671742349430897 Movie Vector: [1.6090108313378577, -1.2938366294568662] User Vector: [1.8483346367257594, -0.49376488877163005] Predicted: 3.6128415498611015 Movie Vector: [2.424100400238407, 0.07220529908546444] User Vector: [1.704602710374137, -1.2554465752270259] Predicted: 4.04147821701533 Movie Vector: [2.53177175719125, -0.7850065893031722] User Vector: [0.6158049606017686, -0.6903691592787606] Predicted: 2.1010219462753463 Movie Vector: [1.2251359413008636, 0.22598936426492092] User Vector: [0.6455135829069586, 0.18290190019814595] Predicted: 0.8321757751658347 Movie Vector: [1.1782072734052733, 1.6275342699338105] User Vector: [1.6645629559590898, -0.3954884561454166] Predicted: 1.317529166012101 Movie Vector: [-0.06099972042879147, 0.38336467156999404] User Vector: [1.2867517846092436, -0.23720603656731515] Predicted: -0.16942791342546112
avg loss: 12.404383088117395: 50%|██████████████████████▌ | 35103/70000 [00:56<00:53, 655.37it/s]
Movie Vector: [0.7991503319503658, -0.6431642890968685] User Vector: [1.837669628875707, -0.9980969881967235] Predicted: 2.110514633794398 Movie Vector: [2.60952413501624, 0.1473360706221492] User Vector: [2.0882382811235476, -0.4977929789447858] Predicted: 5.3759653327557055 Movie Vector: [1.7697241849537673, -0.22702975625417143] User Vector: [1.6432640987166829, -0.5574056454786581] Predicted: 3.0346718855928874 Movie Vector: [1.45354645236866, -0.4019047912725799] User Vector: [1.869657092530776, -1.0238408232415197] Predicted: 3.1291199663552427 Movie Vector: [0.327635923131442, -0.2783953016024393] User Vector: [1.62912819681256, 0.4007558107389218] Predicted: 0.4221923858625524 Movie Vector: [1.807822423051773, 0.24596731418100465] User Vector: [0.3664324838285032, 0.5436291949970157] Predicted: 0.7961598738035218 Movie Vector: [2.5016043851668726, -0.5294636480119786] User Vector: [1.8524006519978542, 0.3142684029026805] Predicted: 4.467579899068054 Movie Vector: [1.2181028209233122, 0.7216021306815444] User Vector: [1.9476440692968364, -0.186510438553053] Predicted: 2.237844405110803 Movie Vector: [2.546320429287989, -0.32675349015724037] User Vector: [1.753766427784445, -0.27226590382384247] Predicted: 4.554615117592206 Movie Vector: [0.694991666255321, -0.7389616772602533] User Vector: [0.94787899535264, -1.0738459928376172] Predicted: 1.4522990383750385 Movie Vector: [2.152859278421117, 0.9893810316947541] User Vector: [1.5194935345143503, 1.3639644084049882] Predicted: 4.620736267862769 Movie Vector: [1.7802864459670156, -0.29191025977602836] User Vector: [0.9916317939957735, -0.31346650974761897] Predicted: 1.8568927325321436 Movie Vector: [1.8467962202202366, 0.11018908827387303] User Vector: [1.4788182258084694, -0.044592872594047345] Predicted: 2.726162261841227 Movie Vector: [2.4626278462216087, -0.5360761994769068] User Vector: [1.204204918077683, 0.26753005335704083] Predicted: 2.822092069565617 Movie Vector: [2.1279067463225476, -0.7160565408198124] User Vector: [1.967211918666652, -0.7459304851511322] Predicted: 4.720171916066256 Movie Vector: [2.686649130024649, 0.2632152807956113] User Vector: [1.9099638256822467, 0.12134325966481406] Predicted: 5.163342050813087 Movie Vector: [0.907169877571761, 0.36530580505003624] User Vector: [-0.08495980258979968, -0.13230169385269291] Predicted: -0.12540355049625096 Movie Vector: [-0.14523247779195061, 0.4525415462567882] User Vector: [0.879967624524848, 0.9397634781924515] Predicted: 0.297482139050429 Movie Vector: [0.06273158221400203, -0.15543563955362774] User Vector: [0.9673789090911445, -1.7678271495318179] Predicted: 0.3354685531754875 Movie Vector: [1.8364366924344067, -0.5931318037582338] User Vector: [1.6056577671682966, -1.3346130223001378] Predicted: 3.7402902683562695 Movie Vector: [1.7992750862192897, -0.9207525683644914] User Vector: [0.8917241583352553, 0.11714377704917242] Predicted: 1.4965966282865473 Movie Vector: [0.8612767831503378, -0.6691023155281863] User Vector: [1.8858884886182652, 0.05227585636097204] Predicted: 1.5892940743200468 Movie Vector: [1.1544919202140838, 0.3193795406591571] User Vector: [1.953607512826338, -0.20593076571287472] Predicted: 2.189654015466573 Movie Vector: [1.1964293088971139, 0.8442667510684665] User Vector: [1.861211408424623, -1.021505596250799] Predicted: 1.3643846681479765 Movie Vector: [0.8857835478095798, 0.23931345998409043] User Vector: [1.3747051747026786, 0.7309379567832309] Predicted: 1.3926145183118233 Movie Vector: [1.4413909514048158, -0.6340321195459476] User Vector: [1.8019541057524255, -0.016257383188925945] Predicted: 2.607628045999848 Movie Vector: [0.6633842320499743, -1.242090024220235] User Vector: [1.7661795408425944, -0.3150298218712655] Predicted: 1.5629510574424172 Movie Vector: [1.3703003328620833, -0.7820808017314724] User Vector: [2.1239113769731834, -0.5790209819207104] Predicted: 3.3632376605958125 Movie Vector: [1.6342470982299504, -0.36170489356638424] User Vector: [1.868137270528063, -0.1872178846108844] Predicted: 3.12071553848261 Movie Vector: [1.5112926186345792, -0.6395527703500015] User Vector: [2.4665690660397583, -0.6987401249616553] Predicted: 4.174588805532208 Movie Vector: [0.6756990521410957, -0.7171051993137029] User Vector: [1.3903093455969833, -0.923404724915801] Predicted: 1.601609036310749 Movie Vector: [2.032949099244556, 0.9686380064450332] User Vector: [0.9218695183316528, 0.12482827370471067] Predicted: 1.9950272171026522 Movie Vector: [-0.006454272615725176, -0.5943738495637388] User Vector: [2.018078770875629, -0.0504191490996453] Predicted: 0.0169425931948454 Movie Vector: [1.960644727297725, -0.30244278894814774] User Vector: [2.0440892036845533, -0.5002856754116126] Predicted: 4.159040514272621 Movie Vector: [1.9949647248595626, -0.045879232707296436] User Vector: [-0.8406883765013358, 0.43661025928664926] Predicted: -1.6971749994078247 Movie Vector: [1.546289628266093, 0.27443843725776756] User Vector: [2.017788916792256, -0.11562888193604545] Predicted: 3.0883530644057484 Movie Vector: [1.9912274711602929, -0.5874574073156704] User Vector: [1.8335226273861047, -0.2834632855529217] Predicted: 3.81748323144531 Movie Vector: [2.420918725586845, 0.0745486149328933] User Vector: [2.022227718309154, 0.1408629675229984] Predicted: 4.906150089779567 Movie Vector: [0.8882687417871022, -0.8387345986038123] User Vector: [2.232565291675891, -0.09190092558454747] Predicted: 2.060198448525973 Movie Vector: [2.8701803804683723, 0.17912987747873987] User Vector: [1.4278179988435848, -1.1288409620440292] Predicted: 3.89588606393654 Movie Vector: [1.5693744772827363, 0.5812885462099394] User Vector: [2.0621855626468295, -0.8618681075092549] Predicted: 2.735347330200107 Movie Vector: [2.5383727921948203, -0.5831953454120317] User Vector: [1.5152760091986448, -0.31015629191536176] Predicted: 4.027217100210683 Movie Vector: [0.8478498297255209, 0.14571853160760173] User Vector: [1.8042593228862578, 0.19207819957640068] Predicted: 1.5577303128859024 Movie Vector: [1.799275230532363, -0.2155573337323471] User Vector: [1.8408300680631917, 0.1777494962133837] Predicted: 3.2738447376092794 Movie Vector: [2.4080317393220425, 0.02869662927735501] User Vector: [1.9024606031930467, -0.6230849963102044] Predicted: 4.563305076151218 Movie Vector: [0.18042612594919988, 0.33885906541563876] User Vector: [1.932271864337092, -0.10654051885333127] Predicted: 0.3125301061154423 Movie Vector: [1.8624409498110381, -0.4064428324194752] User Vector: [1.7491260900029164, -0.6212010178791325] Predicted: 3.5101267576129547 Movie Vector: [1.94532148662974, 0.4678511082790168] User Vector: [1.6376819104443514, -0.35853679016716833] Predicted: 3.018075974013727 Movie Vector: [2.06164088459326, -1.0515199020875452] User Vector: [1.769804420986596, -0.6509484537981124] Predicted: 4.3331864064416985 Movie Vector: [0.5874379276853616, -0.07724499629552847] User Vector: [1.7165782285702225, -0.3656288065908264] Predicted: 1.0366261531117473 Movie Vector: [1.628912390030037, -0.3944486519500732] User Vector: [1.4623611947382265, -0.7124985429314948] Predicted: 2.663102358583944 Movie Vector: [1.9653211789456004, 0.22341647510851936] User Vector: [1.5527771243935378, 0.07096352033412062] Predicted: 3.067560188327208 Movie Vector: [2.3356945912646223, -0.8324208154918922] User Vector: [2.1182862288548607, -0.5117310713631231] Predicted: 5.373645283223263 Movie Vector: [1.4145995482158542, -0.19301782364488787] User Vector: [2.4581023638633757, 0.45804074924118066] Predicted: 3.388820464830248 Movie Vector: [1.4636532495638053, 0.8689020841386672] User Vector: [1.9805923464084638, 0.16100565204477854] Predicted: 3.038798570501763 Movie Vector: [0.8368908590394604, 0.19801104085039906] User Vector: [1.1358867340324954, -0.7176119079972667] Predicted: 0.8085181437868025 Movie Vector: [2.2090724692332264, -0.1828948265618955] User Vector: [2.89405309360446, 0.21342844773946013] Predicted: 6.354138054648179 Movie Vector: [0.01686652858916317, -1.77328960924082] User Vector: [1.7685276678642325, -0.4553052722660096] Predicted: 0.8372170308126354 Movie Vector: [-0.3006710518027315, 0.6793084981421502] User Vector: [2.3165177931809984, 0.06147296040883854] Predicted: -0.6547507369837933 Movie Vector: [2.0074049922286097, 0.22357707646272923] User Vector: [1.6944342104070176, -1.3125221779240541] Predicted: 3.107965821641235 Movie Vector: [1.4914479215308207, 0.9170858571788763] User Vector: [1.9765309944279617, -0.07996064990500931] Predicted: 2.8745622623221143 Movie Vector: [2.061500011191196, -0.24983508016623296] User Vector: [2.0812240758440037, -0.10437028872095609] Predicted: 4.3165188150933735 Movie Vector: [1.1077799832894715, 0.47510908454260115] User Vector: [1.5796917419443275, -0.18162749251129073] Predicted: 1.6636580197987958 Movie Vector: [1.4139398568320016, 1.656732869672963] User Vector: [1.5775707546185973, -0.4078596428109803] Predicted: 1.5548756904697472 Movie Vector: [2.444209672490376, 0.03543928443365415] User Vector: [1.6193962912659952, -1.2246224318795693] Predicted: 3.914744336020174 Movie Vector: [1.8806344611774104, -0.808495052152399] User Vector: [1.4452298633086051, -0.03989078086260185] Predicted: 2.7502005842147903 Movie Vector: [1.1803078829667395, -1.1754895404062595] User Vector: [-0.13385458252700594, -1.3673870894430278] Predicted: 1.4493596023989905 Movie Vector: [2.1679116348277465, 0.761804384731438] User Vector: [1.80692019477919, -0.6986420673554561] Predicted: 3.3850147231978007 Movie Vector: [2.0917089210365805, -0.45358470054013167] User Vector: [1.7173293636394975, -0.47441168904215014] Predicted: 3.8073390341897326 Movie Vector: [2.3954185963647245, 0.28537743534183246] User Vector: [2.050088349021535, -0.748131468374126] Predicted: 4.697319915693713 Movie Vector: [0.9886656086103178, -0.19077477879212337] User Vector: [1.94474483605784, 0.01701099242287949] Predicted: 1.9194570686163879 Movie Vector: [2.082981650895524, 0.7026478371656856] User Vector: [1.4559236118587588, 0.23518138683684178] Predicted: 3.1979118614098647 Movie Vector: [1.9147634618780596, 0.7470991252413813] User Vector: [1.6168667182177894, -0.15242245444118202] Predicted: 2.98204263238996 Movie Vector: [0.6748421233277117, 0.6028289414313848] User Vector: [1.8462191430017596, -0.22314793111380615] Predicted: 1.111386415495636 Movie Vector: [0.8635448106976696, -0.5429101209924132] User Vector: [1.690668116707219, 0.0584313336916015] Predicted: 1.4282447163502656 Movie Vector: [2.364387573037243, -1.074909539371144] User Vector: [1.8723484528945733, -0.5641621841952434] Predicted: 5.0333807279633636 Movie Vector: [0.0062848128903900125, -0.2926957561194623] User Vector: [1.8434253339172741, -0.26778672184839913] Predicted: 0.08996562033124413 Movie Vector: [1.6832998497706397, -0.35346502602451846] User Vector: [2.088025510909972, -0.13892320309106918] Predicted: 3.5638775224280135 Movie Vector: [0.8897426530399866, -0.23281102988053345] User Vector: [1.505640595391311, 0.7563245775581429] Predicted: 1.1635519540428994 Movie Vector: [1.437073539918876, -0.8232136517388376] User Vector: [1.4116282077056708, -0.4007340493355176] Predicted: 2.35850328562651 Movie Vector: [0.8431447471075083, -1.2792275201941674] User Vector: [0.8818688174334561, 0.37494247315441276] Predicted: 0.2639063309081412 Movie Vector: [1.8393098979202387, -0.9790316874761655] User Vector: [2.0610131205029796, -0.9254875181501634] Predicted: 4.696923438917291 Movie Vector: [2.3279802972261328, 0.23816676808509749] User Vector: [0.7968343120732229, -0.723306534798147] Predicted: 1.6827469989324966 Movie Vector: [1.146415985123588, -0.677953795217529] User Vector: [-1.533576812494694, 0.8795318473952364] Predicted: -2.3543989262150817 Movie Vector: [1.8944281915378778, -0.4205489107941911] User Vector: [1.5738014392134698, -0.709862084425226] Predicted: 3.2799855407480063 Movie Vector: [0.7779919565832925, 0.08995908352615778] User Vector: [1.8922669608492804, -0.05598376754252316] Predicted: 1.4671322268285851 Movie Vector: [0.17835942302089186, -0.5588668384308021] User Vector: [-0.4487248153262, -0.47486075602111166] Predicted: 0.18534963025564186 Movie Vector: [2.3828773493978677, -0.8779565858726972] User Vector: [1.5433545166481237, -0.28630064340078265] Predicted: 3.928984055225016 Movie Vector: [0.026130993078359366, 1.1836477519319073] User Vector: [1.5152453643297794, -1.3343593791704362] Predicted: -1.5398166132970248 Movie Vector: [1.4489889951304669, 0.18840592204284873] User Vector: [1.874827131624745, 0.21574582339673162] Predicted: 2.7572516722802294 Movie Vector: [1.3983774338205874, 0.2009152738221071] User Vector: [1.5353164566958772, -0.36061545260213] Predicted: 2.074498734412858 Movie Vector: [1.4620468714057753, -0.20990014008447086] User Vector: [2.2734109013407093, 0.3642038250383799] Predicted: 3.247386861830112 Movie Vector: [1.815612245123969, -0.8444729074783894] User Vector: [2.024368128095153, 0.2796419326120946] Predicted: 3.439317526122436 Movie Vector: [1.7755919272141547, -0.8500012295699754] User Vector: [2.1838455107037493, -0.013698747982744902] Predicted: 3.8892624117173527 Movie Vector: [1.7490677834088244, -1.0446058992939538] User Vector: [2.454695601250391, -0.6937154810203953] Predicted: 5.01808827812786 Movie Vector: [0.42321135916713104, -0.2399782087093132] User Vector: [0.04155923038677234, 0.21862679417854947] Predicted: -0.03487732806490215 Movie Vector: [2.871421238901897, -0.3274019878522051] User Vector: [1.992818139627708, 0.007734677180924939] Predicted: 5.719687982711537 Movie Vector: [0.8946017324028146, 0.23668961309768655] User Vector: [2.2832964324316727, -1.1096934402631662] Predicted: 1.779988033009611 Movie Vector: [0.965794909903951, -0.1517073356639348] User Vector: [1.9608856908021275, 0.29005276006529174] Predicted: 1.8498102876487115 Movie Vector: [2.284405266414225, -0.25180911080925905] User Vector: [1.7734037150865638, 0.4199794387279649] Predicted: 3.9454181371980375 Movie Vector: [0.5130669337219709, -0.3929843160581079] User Vector: [1.9433597123259252, -0.2785812233577784] Predicted: 1.1065516602497614 Movie Vector: [1.4930042041653326, 0.3042061601843882] User Vector: [1.6894707004852245, -0.12269495005840526] Predicted: 2.485062299007307 Movie Vector: [1.9888290243494566, 0.740116945019439] User Vector: [0.757983120826254, 0.6905654454473854] Predicted: 2.018598018486742 Movie Vector: [1.5744960024985437, 0.23468034731685813] User Vector: [1.015906138801915, 0.5230886878247232] Predicted: 1.7222987893935715 Movie Vector: [1.1096132067786275, 0.7319913213101391] User Vector: [1.6677873981186284, -0.03331802776777751] Predicted: 1.8262104158822114
avg loss: 12.384604585925052: 50%|██████████████████████▌ | 35170/70000 [00:56<00:56, 616.51it/s]
Movie Vector: [0.19234657287597656, 0.8945941925048828] User Vector: [1.8158376338710183, -1.2015141306742527] Predicted: -0.7255974177394269 Movie Vector: [1.8586402416366623, 0.28315290107275753] User Vector: [1.978185836090584, -0.49585005572807517] Predicted: 3.536334418617133 Movie Vector: [1.6370340385824824, -0.6528072476080554] User Vector: [1.3925855275561823, -1.2983149878344977] Predicted: 3.1272593439833383 Movie Vector: [2.342785718545074, 0.2528546009635478] User Vector: [2.3629637740530542, -0.2547166644801458] Predicted: 5.4715115027349706 Movie Vector: [1.6652710366692038, -0.6828804022196355] User Vector: [2.343274477955856, -0.3372776287388148] Predicted: 4.132507401878882 Movie Vector: [-0.12478079020901638, -1.0247634581696836] User Vector: [2.0639915771497557, 0.19671719587774864] Predicted: -0.45913509391062524 Movie Vector: [-0.7940750289326081, 0.07456591034167916] User Vector: [1.9402379068955846, -0.6969837575036376] Predicted: -1.5926657004258773 Movie Vector: [0.4124881645026415, -0.08766076485057972] User Vector: [2.8661678682131435, -1.252452858130405] Predicted: 1.2920512985986943 Movie Vector: [1.0202877630040963, -1.160010308987291] User Vector: [1.7151145908696455, 0.019586308823037357] Predicted: 1.7271901090643442 Movie Vector: [1.018658607961956, -0.9217127634867607] User Vector: [0.7661367176453693, -0.25474183882375934] Predicted: 1.0152305665431203 Movie Vector: [1.1165789194264575, -0.9956209349537313] User Vector: [0.8308417325186833, 0.08145632060773186] Predicted: 0.8466007458287563 Movie Vector: [1.6860140943290585, 0.028535766447284835] User Vector: [1.826262945831938, 0.07122536163796567] Predicted: 3.0811375369083773 Movie Vector: [1.3592782494332927, -1.4539378927981603] User Vector: [1.5935554605105027, -0.3522478222932134] Predicted: 2.6782317332253163 Movie Vector: [1.1082261404151064, -0.011990730436866] User Vector: [1.7495767061772485, -1.106862142852951] Predicted: 1.9521987260327083 Movie Vector: [2.446928842814663, 0.13019418328880744] User Vector: [1.5352058371039203, 0.6722360885945314] Predicted: 3.8440606709988394 Movie Vector: [1.74204895247399, -0.2798229369417556] User Vector: [1.9483804911747284, -1.106475025034149] Predicted: 3.703791284829452 Movie Vector: [1.0199559361317043, 0.17576684564115566] User Vector: [2.2086720883175137, -0.398057546528775] Predicted: 2.182782888110836 Movie Vector: [2.353001156847056, 0.3791583507611123] User Vector: [2.2564572179599947, 0.21249270422335942] Predicted: 5.390014827517855 Movie Vector: [2.05252522050198, 0.07565549378517943] User Vector: [2.1230934750265242, -0.34157658839542315] Predicted: 4.331860757514619 Movie Vector: [2.2332506128671343, -0.308856255224885] User Vector: [1.9593260962308043, 0.25087615870062707] Predicted: 4.298181534312534 Movie Vector: [1.6545961866995997, 0.007023548066573965] User Vector: [1.8998244084753915, 0.018337904608714477] Predicted: 3.143571018816665 Movie Vector: [2.357432446977988, -0.3289455330205456] User Vector: [2.1953764878539133, -0.05475908433426233] Predicted: 5.193464521983444 Movie Vector: [0.8999345864231207, -1.4437520705192282] User Vector: [1.5721925919352886, -0.4873809416732796] Predicted: 2.118527733673187 Movie Vector: [1.2064281779439872, 0.011128070723655965] User Vector: [1.4384330746469867, 0.6999408364481311] Predicted: 1.743155184471101 Movie Vector: [2.0993511364027633, -0.6073076191783618] User Vector: [2.128239423513796, -1.216778213377704] Predicted: 5.206880532125363 Movie Vector: [2.14658011039109, 0.3761851812559545] User Vector: [1.3094328413506084, -0.24221813899643063] Predicted: 2.719683618614256 Movie Vector: [1.1779207191736853, -0.3664498241654043] User Vector: [0.9777235925990966, -1.7934590950413876] Predicted: 1.8088936473731687 Movie Vector: [-0.38493270911849714, 0.4611520377734686] User Vector: [1.6902161765901802, -0.2641108946823175] Predicted: -0.7724147691316909 Movie Vector: [1.3250030860673738, 0.4551026916476118] User Vector: [1.6697785348405747, -0.06035725388675188] Predicted: 2.1849929630085003 Movie Vector: [1.945420382188016, -0.4435489042129326] User Vector: [1.6324673612798135, -0.2628514662769636] Predicted: 3.292422757728347 Movie Vector: [0.5131109734847785, -0.9105163582503204] User Vector: [1.4982814348661548, 0.6366790880494553] Predicted: 0.18907792097341836 Movie Vector: [2.574194401005628, 0.15575795125590858] User Vector: [0.8492545051562359, -0.7290256421511006] Predicted: 2.0725946517675093 Movie Vector: [-0.6941911676081876, 0.017042450089757133] User Vector: [2.8793087889312807, -1.2552455277391967] Predicted: -2.0201831893496083 Movie Vector: [0.6789537851213101, 1.15302582691424] User Vector: [0.8158450431229674, 1.2693719099017575] Predicted: 2.017539676176979 Movie Vector: [1.9514840352543377, -1.1836217870610746] User Vector: [1.9849497678193162, -0.07478397702186869] Predicted: 3.9621137272073588 Movie Vector: [1.8968082054266102, -0.39906417658894844] User Vector: [1.5187840783379618, -1.2260812366914424] Predicted: 3.3701272012141676 Movie Vector: [1.684604440609567, -0.331537773107424] User Vector: [1.1280495801169816, -0.3178888609346772] Predicted: 2.0057094969427633 Movie Vector: [1.8437097279812, 0.034685991726309665] User Vector: [1.6143459775712825, -0.8794093263000372] Predicted: 2.945882198559411 Movie Vector: [2.1778328339070785, -0.5446405357570843] User Vector: [1.6585008958708762, -0.6161549223869355] Predicted: 3.947520653130084 Movie Vector: [2.0543528798204043, 0.03815780140571747] User Vector: [1.66062145055376, -0.5139401514577301] Predicted: 3.391891633002906 Movie Vector: [0.9030817669593132, -0.1638062975076525] User Vector: [1.8532952917910566, 0.6598393250976471] Predicted: 1.5655913500138494 Movie Vector: [-0.30577543926736145, -0.10084396160382524] User Vector: [1.783055920628219, -0.14410610083959485] Predicted: -0.5306824772684181 Movie Vector: [1.782947315563866, -0.5486717572988685] User Vector: [2.06723672271832, -0.8155101248626756] Predicted: 4.133221538709097 Movie Vector: [2.749101916323788, -0.2942451928694531] User Vector: [1.5275252171164775, -0.14062315743951428] Predicted: 4.2407001896905205 Movie Vector: [2.5267860590495888, 0.16516206928192217] User Vector: [1.544480437634526, -1.3148539857022707] Predicted: 3.685407633207558 Movie Vector: [1.588620530911585, -0.18720806214585822] User Vector: [1.7497256105460515, -1.1228282866104613] Predicted: 2.989852536034164 Movie Vector: [2.097538370393429, 0.28154609842001554] User Vector: [2.200760937749795, -0.49585497410308205] Predicted: 4.476574477652338 Movie Vector: [1.2495729247581624, -0.304019063516488] User Vector: [2.5385027522172328, 0.38795784400716776] Predicted: 3.0540977281757975 Movie Vector: [1.9843626945456254, -0.15294870790131487] User Vector: [1.988276818362272, -0.07680191282772461] Predicted: 3.957209098119311 Movie Vector: [1.3507843298786377, -1.5106510430831315] User Vector: [1.3260543111602938, -0.1718687272804496] Predicted: 2.0508470562229175 Movie Vector: [1.845936033398885, -1.2312129857029976] User Vector: [1.8982512781247278, -0.7227247136555032] Predicted: 4.3938784872770595 Movie Vector: [1.767160307036435, -0.2261600725395725] User Vector: [1.3624787644679615, 1.2918057509688454] Predicted: 2.1155635094016745 Movie Vector: [1.0164273143261011, -0.18741915366410863] User Vector: [2.058840818558254, 0.47416429149126604] Predicted: 2.003794573623083 Movie Vector: [1.9406322534742555, 0.919757532429486] User Vector: [1.4829343921157188, -0.6580931060690298] Predicted: 2.2725442197790957 Movie Vector: [0.06722797281176829, 1.1525387990391993] User Vector: [0.5421051462176824, -0.614892344846805] Predicted: -0.6722426546370918 Movie Vector: [1.724338657644153, 0.3118341264570512] User Vector: [-0.6769526815231067, -0.46087148450846155] Predicted: -1.311011134926824 Movie Vector: [2.322499079093472, 0.011144984758004853] User Vector: [0.09786930058118787, -0.624684294120628] Predicted: 0.22033926353479158 Movie Vector: [1.5347526742280353, -0.6208414049883267] User Vector: [1.7759876687485394, -0.3987837610316025] Predicted: 2.973283294493224 Movie Vector: [1.2905023814980408, -0.06216409204406774] User Vector: [1.1331751253640368, -0.13279147074738729] Predicted: 1.4706200591468381 Movie Vector: [1.2318302156763457, 0.3690784213161577] User Vector: [1.5270195484217186, -0.4324481461637783] Predicted: 1.7214215405870954 Movie Vector: [1.6916284345273054, 0.11113682612873274] User Vector: [1.7905317625091701, 0.006118688521298363] Predicted: 3.029594454007132 Movie Vector: [2.11709014683321, -0.8675054715131066] User Vector: [1.3347386172174671, 0.23911487505639706] Predicted: 2.618328512677286 Movie Vector: [0.26148399579035964, 0.28196345895239006] User Vector: [0.6547659199418968, 0.18460859224267961] Predicted: 0.22326368627483523 Movie Vector: [1.817144296748247, 0.32964852788182114] User Vector: [1.8448139730485462, -0.33245830198823567] Predicted: 3.242698799854128 Movie Vector: [1.847026283215049, 1.1394588308676024] User Vector: [1.8975220176325416, -0.9837905727290222] Predicted: 2.3837841837261737 Movie Vector: [1.8411207668987688, -1.1413012100285322] User Vector: [2.0790137718364354, -0.49773471635167976] Predicted: 4.395780664041981 Movie Vector: [2.806881911895014, -0.327652482791982] User Vector: [2.108695253904031, -1.2111244078238308] Predicted: 6.315686485075536 Movie Vector: [1.554317983254569, 0.2450064278373858] User Vector: [1.4381455046473164, -0.37074520286399043] Predicted: 2.144500462618488 Movie Vector: [1.8635799475177486, -0.5804807548026716] User Vector: [-0.44764277227759874, 0.6750618360006948] Predicted: -1.2260784981679476 Movie Vector: [0.01897163250612005, -0.38339335340981956] User Vector: [1.8480848991558179, -1.051533729065813] Predicted: 0.43821223015696886 Movie Vector: [1.5358242445660941, 0.17332965208378592] User Vector: [1.7168385634280114, -0.5128959679341837] Predicted: 2.5478622100415556 Movie Vector: [-1.451707124763774, 1.7162443392137445] User Vector: [1.6459121272371875, 0.22650923910474746] Predicted: -2.0006371624521893 Movie Vector: [2.0408500256701365, 0.3523003601342432] User Vector: [2.453271908146506, -0.6928652005285758] Predicted: 4.76266337704592 Movie Vector: [1.4429624496793507, -0.780669433283858] User Vector: [1.5939479882495846, -0.3976972936714633] Predicted: 2.610477214655119 Movie Vector: [1.7243878167886924, -1.3246584856597319] User Vector: [1.960993503026471, -0.24530351738471784] Predicted: 3.7064566912864723 Movie Vector: [1.8936918208045972, 0.6157217463527931] User Vector: [2.046223171849725, -0.4774079935667144] Predicted: 3.580965600550983 Movie Vector: [1.7381622907475454, -0.39134629561007495] User Vector: [1.3688536727416976, -0.8942732096945404] Predicted: 2.72926034338819 Movie Vector: [1.960600412772661, 0.2232007312126033] User Vector: [1.2184181350271999, -0.6980847158463575] Predicted: 2.233018079438774 Movie Vector: [1.3710177033530082, -0.787524937765328] User Vector: [1.8671143168462736, -0.300192922661999] Predicted: 2.7962561953170813 Movie Vector: [0.7351857400417332, -0.16471787456636816] User Vector: [2.0398074032893954, -0.22849553189529023] Predicted: 1.5372746136916242 Movie Vector: [2.2590689310306256, -0.058543688895793373] User Vector: [1.676217192573422, -0.6775874249981266] Predicted: 3.8263586488107886 Movie Vector: [2.080172014581683, 0.146170506949887] User Vector: [1.853154615197734, -0.43790821196673463] Predicted: 3.790871103886518 Movie Vector: [1.7195790565136135, 1.0903389325450452] User Vector: [1.589641899523978, -0.906594518465867] Predicted: 1.7450196182626878 Movie Vector: [1.2230027921279203, -0.8743337489469845] User Vector: [-0.0010207261862472672, 0.141626434171062] Predicted: -0.12507712211455643 Movie Vector: [1.3847079308819135, -0.05077859073786696] User Vector: [1.9885111164566727, -0.3063901730729487] Predicted: 2.7690651748089783 Movie Vector: [1.8827080394563798, -0.4949540671856179] User Vector: [1.7344741012852043, -0.16012826120737783] Predicted: 3.344764468874486 Movie Vector: [2.451000493867533, -0.13040009477834502] User Vector: [2.302504852454224, 0.5428059908468836] Predicted: 5.572658577845008 Movie Vector: [1.8847474955224983, -0.8506859367133335] User Vector: [1.5055047206540129, -0.25003077985089195] Predicted: 3.0501939199145705 Movie Vector: [0.7616448162925029, 0.1600442162942852] User Vector: [0.5032873425345453, 0.00953628606234748] Predicted: 0.38485242297627226 Movie Vector: [2.0672471748207437, 0.016951977208807357] User Vector: [1.628265515199681, -0.36703138275860936] Predicted: 3.3598053785191424 Movie Vector: [0.19262760648617755, -1.7603746194058443] User Vector: [1.894719666375938, -0.06724863400626309] Predicted: 0.48335810279062413 Movie Vector: [1.7200061240647033, -0.1906373414762998] User Vector: [1.7903357195284642, -0.2684291850355087] Predicted: 3.1305610279305647 Movie Vector: [0.5875224050168615, 0.03433475490908597] User Vector: [1.942511307053285, -1.1917254503703423]
avg loss: 12.356713644781195: 50%|██████████████████████▋ | 35294/70000 [00:56<00:58, 589.09it/s]
Predicted: 1.1003513136350074 Movie Vector: [2.353679956398906, -0.2935465501065692] User Vector: [1.750451031677728, -1.1229137725283747] Predicted: 4.449628971910512 Movie Vector: [0.2546194118663814, -0.04418126957853134] User Vector: [1.6864850570893444, -0.513367362001072] Predicted: 0.4520930551709183 Movie Vector: [1.7495774436526876, -0.9144868863923308] User Vector: [2.061958642938173, -0.9725092400046531] Predicted: 4.496903278308961 Movie Vector: [1.4774527002206435, 0.6666816464336731] User Vector: [2.272595261979109, -0.05618452219238768] Predicted: 3.320194816560365 Movie Vector: [2.102895479447381, -0.5468701216035139] User Vector: [-0.644078715520357, -0.6217398921535583] Predicted: -1.0144192488482624 Movie Vector: [2.3916657819245883, -0.14438800758273074] User Vector: [2.015956157760091, -1.203749726663143] Predicted: 4.995300385036124 Movie Vector: [2.030128859547683, -0.9056174802566052] User Vector: [2.003935993753687, 0.18378377698824863] Predicted: 3.9018104925775865 Movie Vector: [1.7108146885600173, -0.06808266483288777] User Vector: [0.06126796321294417, 0.20745113384451916] Predicted: 0.09069430538812073 Movie Vector: [2.394949038516173, -0.37131745597983096] User Vector: [2.4612158009350797, 0.24926416733437437] Predicted: 5.801930279548751 Movie Vector: [1.0431145271240765, 0.7714556840390189] User Vector: [-2.0404037133763913, 0.49232835531430785] Predicted: -1.7485652465000197 Movie Vector: [2.2267145910847375, 0.21684366175077682] User Vector: [1.6780723046570525, -0.6736893458365845] Predicted: 3.5905028210413614 Movie Vector: [1.8609046667734923, -0.5191135348438846] User Vector: [2.097268066312298, -0.2800052604655821] Predicted: 4.048170452610744 Movie Vector: [2.3384588433043194, 0.06880468035285214] User Vector: [1.4437400388064876, -0.24959829827528388] Predicted: 3.3589531300501054 Movie Vector: [1.8808865648972528, 0.998343054145145] User Vector: [-0.9897632220245508, 0.588442220317863] Predicted: -1.2741651433153087 Movie Vector: [2.0524262827240376, -0.20286528576974652] User Vector: [1.670666613138886, -0.23541705613861613] Predicted: 3.4766780148444347 Movie Vector: [1.0479163997584822, -1.3258587098741512] User Vector: [1.9487725204232489, -0.5745289273858946] Predicted: 2.8038948659994363 Movie Vector: [0.016384870329563372, -0.4260661091900746] User Vector: [0.7213238931212301, 0.5545356968221566] Predicted: -0.22445006829761593 Movie Vector: [2.801295148665765, -0.29905007402405553] User Vector: [1.684681309586147, -1.3136084186482742] Predicted: 5.11212427442695 Movie Vector: [1.7540240658690065, -0.2814939103101599] User Vector: [1.8687833241400478, -0.5071404110651022] Predicted: 3.420647861823342 Movie Vector: [1.3068343210947022, -0.3648427671384623] User Vector: [1.4625407003286073, -0.670293058389898] Predicted: 2.155849957403979 Movie Vector: [0.23511504245713932, -0.1426711212017514] User Vector: [2.322926907122517, 0.35709501289747264] Predicted: 0.49520791252730556 Movie Vector: [1.2298336543392474, -0.15843033483286711] User Vector: [1.6810495704089332, -0.2946198165449516] Predicted: 2.1140880524850547 Movie Vector: [0.8208892497483459, 0.5548347438947356] User Vector: [2.240007899851295, 0.23433237078172905] Predicted: 1.9688141452682244 Movie Vector: [1.477522792213021, 0.4856435976146112] User Vector: [1.3316816070002528, -0.7180431879356841] Predicted: 1.6188768492819863 Movie Vector: [0.9526194260893591, -0.6886841441478763] User Vector: [2.1210611314540055, -0.14586013502088785] Predicted: 2.1210155999983153 Movie Vector: [1.5848360943877087, -0.8128601336703034] User Vector: [1.662488394914375, 0.6790084345537137] Predicted: 2.082832727886393 Movie Vector: [1.0507626812015407, 0.37686876881624165] User Vector: [1.487191364283804, -1.2194345338860857] Predicted: 1.1031183939569704 Movie Vector: [0.021022909822685232, 1.1642962001376838] User Vector: [1.4531342652995656, -0.3221969582798423] Predicted: -0.3445835836014935 Movie Vector: [0.6220283098704287, 1.0065886041215346] User Vector: [1.3192364003681218, 0.6127134241181679] Predicted: 1.4373527387501635 Movie Vector: [1.4793749183562446, -0.7685281311725081] User Vector: [1.5730477880767666, 0.22449761625019637] Predicted: 2.154594709587091 Movie Vector: [1.9338500471104374, -0.49967554486823684] User Vector: [1.7980841907376892, 0.05592311723427685] Predicted: 3.4492817828918456 Movie Vector: [2.0570473829335363, -0.041303077218900856] User Vector: [1.6878203387163093, -0.36654301735014483] Predicted: 3.487065765168041 Movie Vector: [1.841234870291912, -0.1332447836941747] User Vector: [2.0557983357979612, 0.1294301212629817] Predicted: 3.7679616936480906 Movie Vector: [0.7284731891887807, -1.00926328779782] User Vector: [1.5539104162131443, 0.17891805360081325] Predicted: 0.9514066535889115 Movie Vector: [0.8112549961314695, -0.5529145053934517] User Vector: [1.090107666067648, -0.22703664932724224] Predicted: 1.0098871470875537 Movie Vector: [1.9059753282561702, -1.514441672775656] User Vector: [1.5111978162967974, -0.24761348215126944] Predicted: 3.2553019300872696 Movie Vector: [-0.029219268465704246, 0.29414154677986315] User Vector: [2.6912466790469405, -1.2506285875200909] Predicted: -0.44649808640278255 Movie Vector: [2.485984667070322, -0.8806326571059357] User Vector: [2.360527623781612, 0.689965934022148] Predicted: 5.260628945126525 Movie Vector: [1.556832507359444, -0.020795048003124022] User Vector: [2.05511591304001, -0.23192539329161801] Predicted: 3.2042941594990144 Movie Vector: [1.5982757173971742, -0.2747225444351238] User Vector: [1.9707461197231066, -0.23079844232306815] Predicted: 3.213201203634802 Movie Vector: [1.6202131978846361, 0.4087048810042051] User Vector: [1.3823476895745073, -0.32786601925588216] Predicted: 2.105697528328653 Movie Vector: [1.4146487431223838, 0.23680313185166946] User Vector: [1.909668966605798, 0.30159667694980186] Predicted: 2.772929841046483 Movie Vector: [0.36294532321704304, -0.33536009400159206] User Vector: [1.4558190392486825, -0.9458794631908227] Predicted: 0.8455929374354878 Movie Vector: [1.9566177026235354, -1.5227395504765648] User Vector: [2.101798022113782, 0.11116551378840553] Predicted: 3.943139092912306 Movie Vector: [-0.2017478580511995, -0.17225412819861913] User Vector: [1.9967155305827748, -0.4935050855031112] Predicted: -0.3178247931677157 Movie Vector: [1.5680542803851767, -0.48169674637112647] User Vector: [1.4498875811147371, -0.32304359356264006] Predicted: 2.429111475599434 Movie Vector: [1.96191559592514, -0.8107385485101773] User Vector: [1.6586619988687925, 0.27988397490655537] Predicted: 3.0272421163820513 Movie Vector: [2.231457218478916, 0.24578927738540973] User Vector: [1.9440794393496104, -0.473297720354077] Predicted: 4.221798593559142 Movie Vector: [1.5796807811231803, -0.30730537344422115] User Vector: [0.7280844077630803, -0.6407100300326387] Predicted: 1.347034581027429 Movie Vector: [1.5693064937317147, 0.24809548796243042] User Vector: [1.8519794044071347, -1.130236889043894] Predicted: 2.6259166330930257 Movie Vector: [1.6168073036005526, -0.6392661127084454] User Vector: [1.9218074060805395, -0.4757509275756971] Predicted: 3.4113236963534024 Movie Vector: [1.5709312752227378, 0.08746787982454747] User Vector: [1.5827057625614314, -1.2789087752272768] Predicted: 2.374458542824866 Movie Vector: [1.515640333626851, -0.7819203196854027] User Vector: [2.010873822434702, 0.28220061031069205] Predicted: 2.8271030796868803 Movie Vector: [1.5792931220921504, -0.25778218235208816] User Vector: [1.5399103683895898, -0.33310775361367195] Predicted: 2.517839097121003 Movie Vector: [2.5264577597508393, -0.5218955397603611] User Vector: [1.4398655890604926, -0.40183248780586145] Predicted: 3.8474741735967832 Movie Vector: [2.0836068355634483, -0.24703960391772015] User Vector: [1.878396719966921, -1.1260605112485804] Predicted: 4.192021788309272 Movie Vector: [1.4770346179838632, -0.3787571718728096] User Vector: [1.153928475908144, -0.2739183986904991] Predicted: 1.808140863605629 Movie Vector: [0.9265813917514354, -0.6932069478800582] User Vector: [1.9662966762480387, -1.1903354355985643] Predicted: 2.6470827051388897 Movie Vector: [2.22652199899093, 0.18879945245015664] User Vector: [1.3741652884947606, -0.7339139008262182] Predicted: 2.9210467024617537 Movie Vector: [0.9753125019186994, -0.5384268010763814] User Vector: [1.706372446669145, -0.6118708364875598] Predicted: 1.9936940373279428 Movie Vector: [1.5633631524265001, -0.837453229526613] User Vector: [1.7438536383760572, 0.891021052742757] Predicted: 1.9800880632663902 Movie Vector: [1.1649442122148566, -1.3324366141333748] User Vector: [1.0056165171682911, -1.0382641787103484] Predicted: 2.5549083482396484 Movie Vector: [1.8289657717193497, 0.18520667076777558] User Vector: [1.626955903850291, -0.1521476598509481] Predicted: 2.9474678986927976 Movie Vector: [1.7293064957126634, 1.1917352650755129] User Vector: [1.9343481046751025, -1.2606795639595936] Predicted: 1.8426844480534654 Movie Vector: [1.3016212838142829, -0.4429266566986576] User Vector: [1.957515494926987, -0.5269744270488781] Predicted: 2.7813548527316665 Movie Vector: [2.67261014665269, 0.2623233602357415] User Vector: [1.7331473968455118, -0.22556834117939728] Predicted: 4.57285547323303 Movie Vector: [0.205600809827108, 0.9955869626489553] User Vector: [2.0358333114164266, -1.0653988309700237] Predicted: -0.6421282086349734 Movie Vector: [1.4183242452485256, -0.3538760175769059] User Vector: [2.0776761775947183, 0.1970519982594883] Predicted: 2.877086520058232 Movie Vector: [2.118790369765077, -0.3235119810729837] User Vector: [1.8611013730584862, -1.094158970387388] Predicted: 4.297257202511682 Movie Vector: [-0.5406804252894564, -1.4798007433499207] User Vector: [1.8603923139854968, -1.1239258468548432] Predicted: 0.657308596115072 Movie Vector: [2.1123107555813494, 0.13627928076308865] User Vector: [1.7425441913616526, 0.33155789109991396] Predicted: 3.7259793084194466 Movie Vector: [1.632417987672752, -0.8317493516986462] User Vector: [1.9343159407286215, -0.19598549814556257] Predicted: 3.3206229465124504 Movie Vector: [0.08813576403078513, 0.3032419419178494] User Vector: [2.104406486830476, 0.4657624324863441] Predicted: 0.3267121780476846 Movie Vector: [2.7478471058504557, -0.054636716226039994] User Vector: [1.5439840694813751, -0.24413519416006224] Predicted: 4.255970902127718 Movie Vector: [2.169955311812319, -0.724729815693239] User Vector: [2.279382508835144, 0.8592924800872448] Predicted: 4.323403301978695 Movie Vector: [2.1737055753105303, -0.3987514764040653] User Vector: [-1.4592862653440954, 0.03829897697505255] Predicted: -3.18733046456611 Movie Vector: [1.6106825742968633, -0.8489780342626383] User Vector: [1.9074703764961152, -0.6457094328689421] Predicted: 3.6205224214316876 Movie Vector: [0.17567179015477702, -0.07910871349803589] User Vector: [0.1843942257959527, 0.054443120594232904] Predicted: 0.02808593851075098 Movie Vector: [0.9355679723016737, -0.24235025905514163] User Vector: [0.13765808829959603, 1.1226391405551583] Predicted: -0.14328338799760637 Movie Vector: [1.2300109180510714, 0.22737065589788616] User Vector: [1.7997641553312504, 0.3254088980620745] Predicted: 2.287717995561785 Movie Vector: [0.5657574176166631, -0.2229351343243462] User Vector: [1.1260117135250445, 0.7117951743316816] Predicted: 0.4783653264489881 Movie Vector: [1.9575598475478377, -0.6871650233381379] User Vector: [1.203423958968758, -0.33272287959892277] Predicted: 2.5844099469790236 Movie Vector: [0.774358151393489, -0.0014198874988479993] User Vector: [1.261950714488763, 0.03669230424822438] Predicted: 0.977149723477105 Movie Vector: [0.4022279823952851, 0.3216456544399981] User Vector: [1.6336582632432828, -0.753978918529579] Predicted: 0.4145890244633228 Movie Vector: [1.8006787778207998, -0.635512053713613] User Vector: [1.9884747654985073, 0.2963365612986818] Predicted: 3.3922788538039983 Movie Vector: [2.036351075521502, 0.2542877225571344] User Vector: [1.848057899941173, 0.007176686211955767] Predicted: 3.765119635363562 Movie Vector: [1.3174969896359077, -0.06532746338592027] User Vector: [1.5073385173383096, -0.9934832643967642] Predicted: 2.0508157005348795 Movie Vector: [0.7556754813589471, -1.3778452717618896] User Vector: [1.9078662858109625, -0.18739223962213417] Predicted: 1.6999252852269344 Movie Vector: [-0.7920866179782013, -0.20477439934678232] User Vector: [-0.08717868516746552, -1.8036691156446114] Predicted: 0.43839832967055153 Movie Vector: [-0.2881158231198555, -0.9882672706292555] User Vector: [0.5061009780772237, 1.220985606590579] Predicted: -1.3524758127833607 Movie Vector: [1.0615659401988617, -1.2739963874032696] User Vector: [0.7841975551994349, -0.28365125114155215] Predicted: 1.193848084223692 Movie Vector: [1.3416617631710832, 0.17362467252470826] User Vector: [1.911749230133267, -0.5114006968811712] Predicted: 2.476129064316659 Movie Vector: [1.6360414912496908, -0.29393817695379565] User Vector: [1.891777572194835, 0.14296904659500237] Predicted: 3.0530025394094005 Movie Vector: [1.1827138651528948, 1.0786472216637177] User Vector: [0.9062610354340843, -0.7178428425880682] Predicted: 0.29754830430690515 Movie Vector: [0.9206022753403347, 0.1441690847029764] User Vector: [1.4676390468314278, -0.5684234812505915] Predicted: 1.2691627528757552 Movie Vector: [1.8780362550932437, -0.48272606945952645] User Vector: [-0.17962156888689668, 0.1930738461418055] Predicted: -0.4305375974297877 Movie Vector: [2.5499405800455284, 0.27828874823628647] User Vector: [1.4564884139083847, -0.5701697038979119] Predicted: 3.555287097811134 Movie Vector: [1.6143573263253166, -0.8234332368042659] User Vector: [0.360364838196966, -0.6548266150277657] Predicted: 1.1209636158512035 Movie Vector: [1.9365139761841614, -0.5252813882340319] User Vector: [1.6241684430408179, -1.1703060446936724] Predicted: 3.759964873441184 Movie Vector: [2.6647737939961003, -0.031940447342387865] User Vector: [2.125890497910997, 0.6310545103729495] Predicted: 5.644861124379802 Movie Vector: [1.4559666500367194, -0.3438382791024576] User Vector: [1.8954325049741687, -0.9973572961489585] Predicted: 3.1026161309960862 Movie Vector: [-0.2516264567178115, -0.8595765881964105] User Vector: [1.364868426467333, -0.9214177658052173] Predicted: 0.44859213339641807 Movie Vector: [2.682034728793313, -0.25594678211163036] User Vector: [2.1092754255867114, 0.18877609639427714] Predicted: 5.608833309602145 Movie Vector: [1.6340373918339481, -0.6990468842942241] User Vector: [1.4998655439645943, 0.03660624838058903] Predicted: 2.4252468976853603 Movie Vector: [1.9386745068494529, -0.5642248951697261] User Vector: [1.681727148235127, 0.057545969862907796] Predicted: 3.2278526809467323 Movie Vector: [2.2169066294576587, -0.32856249882180827] User Vector: [0.2700806215459255, 0.6323366237053512] Predicted: 0.39098141921203156 Movie Vector: [0.6661683676077174, -0.013364814309114806] User Vector: [1.915953284514017, -0.28763967426113374] Predicted: 1.2801917227917814 Movie Vector: [2.035105519712268, -1.0417599791630554] User Vector: [1.8484479070391973, -0.6747334386520321] Predicted: 4.464696831506817 Movie Vector: [0.5115946339379644, 1.882244556833077] User Vector: [1.827868322090333, -0.36935501512892205] Predicted: 0.2399111583611928 Movie Vector: [1.93298889923016, -0.2795078445490812] User Vector: [1.1131937425564524, 0.8609172510768691] Predicted: 1.9111580218704836 Movie Vector: [1.386729706780265, 0.16156881425341693] User Vector: [1.4024230034415714, -0.9362606953297531] Predicted: 1.7935111099679213 Movie Vector: [2.298527957938815, -0.35351915916606985] User Vector: [1.9438198734774803, -0.6357575154188404] Predicted: 4.692676786669457 Movie Vector: [2.337725803048049, 0.19673350655728072] User Vector: [1.7377816028293316, -0.6221379247730886] Predicted: 3.9400615174934455 Movie Vector: [2.330336915913206, -0.03888269023397861] User Vector: [1.8592865877749662, 0.20153564352087966] Predicted: 4.324927924756175 Movie Vector: [2.196181752877917, 0.01773923491641543] User Vector: [1.9928651242350994, 0.6345233256689352] Predicted: 4.387949980125895 Movie Vector: [1.4353070942202237, -1.0538559963942404] User Vector: [1.165579306609847, -0.3266699107010729] Predicted: 2.0172272918872993 Movie Vector: [1.5375232696533203, 1.034078598022461] User Vector: [1.8721737102786067, -0.6247381622349645] Predicted: 2.2324822814514906 Movie Vector: [0.978314235488978, -0.3746659569692344] User Vector: [0.7109727243586365, 0.24521752145114425] Predicted: 0.6036800799443186 Movie Vector: [1.698763385397554, -0.2910091836052957] User Vector: [2.116479901818168, 0.6684744203385712] Predicted: 3.4008663678147633 Movie Vector: [2.055756535591631, 0.29486416090472606] User Vector: [1.7211188816816854, -0.5452061961488366] Predicted: 3.3774396219998 Movie Vector: [2.093895209316506, -0.30887588251416487] User Vector: [0.19207743053358142, 0.05098321139765496] Predicted: 0.38644252719823324 Movie Vector: [0.1674212917324087, -0.2629581190380271] User Vector: [1.0457495345645074, 0.14758027114247313] Predicted: 0.13627330739860824 Movie Vector: [1.9548681409315858, -1.1837492849380031] User Vector: [1.7894685920118099, -0.7640707054796676] Predicted: 4.402643290975221 Movie Vector: [2.2670585611312144, -0.33348057589090246] User Vector: [2.22642111303227, -0.13777544018294452] Predicted: 5.093372478118925
avg loss: 12.32682240100867: 51%|███████████████████████▎ | 35418/70000 [00:56<00:58, 595.39it/s]
Movie Vector: [2.0641538613676933, -0.6918826224163539] User Vector: [1.776961864073906, -1.5722790270205669] Predicted: 4.75575522961651 Movie Vector: [0.7749787308237186, -0.578192741846885] User Vector: [-0.185771801471625, 0.9159979269091267] Predicted: -0.6735925478129663 Movie Vector: [2.3845335647388044, -0.31510037601030233] User Vector: [1.7490895527692594, 0.03794105655622912] Predicted: 4.158807505125187 Movie Vector: [1.4133742732727865, -0.392780480964583] User Vector: [2.0393380496072817, -0.3124084644702846] Predicted: 3.0050558807532792 Movie Vector: [0.26847386033067006, -0.9161753705343844] User Vector: [1.8058910881335426, -0.6529488233841865] Predicted: 1.0830501819719638 Movie Vector: [-0.8713264214531412, -0.21809979268396903] User Vector: [-0.49150123333088835, 0.5564985530866845] Predicted: 0.3068857917208737 Movie Vector: [1.0236667218033602, 0.07024107052373593] User Vector: [1.823309527664927, -0.271134308792127] Predicted: 1.8474165229123165 Movie Vector: [2.3801065697847403, 0.06160449099941355] User Vector: [2.0078286520930027, -0.21206930661595164] Predicted: 4.765781744157921 Movie Vector: [-0.6053276175148219, 0.18448722181304175] User Vector: [1.204445030250293, -0.9128754438173767] Predicted: -0.8974976950801927 Movie Vector: [1.465466351847171, 0.21485582429253952] User Vector: [1.877056478106571, 0.40297411414119905] Predicted: 2.8373444446442986 Movie Vector: [2.0798407951996953, 0.10034794215623999] User Vector: [1.4878499617410257, -0.588440866606325] Predicted: 3.035442217520712 Movie Vector: [2.135815087051287, -0.05996770327947157] User Vector: [0.1685494219806355, 1.4915486555190123] Predicted: 0.27054565117895624 Movie Vector: [2.1565172449280214, 0.12323242511333315] User Vector: [1.879792090019004, -0.2267058407611613] Predicted: 4.025866548460915 Movie Vector: [0.8233667202586044, 0.0886166459766719] User Vector: [1.891410420916184, -0.13557271619415595] Predicted: 1.5453103955376313 Movie Vector: [1.4282752821781461, 0.5781985151644955] User Vector: [1.8250471333020986, 0.2680418908730293] Predicted: 2.7616511326101407 Movie Vector: [2.087720479511136, -0.15984216403208656] User Vector: [1.8687968288676753, -0.5625475273638897] Predicted: 3.9914442258172573 Movie Vector: [2.0311953681592194, -0.23647684986545628] User Vector: [1.8107612399692319, 0.3985033422332985] Predicted: 3.5837730284355622 Movie Vector: [2.239355332367561, -0.6985670652334685] User Vector: [1.8111784831121982, -0.3168107493234563] Predicted: 4.277185749415994 Movie Vector: [0.38817267535608646, 0.10017854026387574] User Vector: [1.8811165005193782, 0.9564062773292966] Predicted: 0.8260094094251424 Movie Vector: [1.5392187498513037, -0.7599875149116729] User Vector: [1.6154826461296103, 0.2056036188750376] Predicted: 2.3303249956164085 Movie Vector: [0.4359898464538181, 0.3802315181207233] User Vector: [2.043261039268262, -0.9379419171052753] Predicted: 0.534205987725638 Movie Vector: [0.6019956010672286, -0.46340468786241956] User Vector: [1.82905037943032, -0.7319806228264311] Predicted: 1.4402835345896197 Movie Vector: [1.6432554750817223, -0.8600044856046104] User Vector: [1.923510510884874, 0.13782311698785113] Predicted: 3.0422906795592493 Movie Vector: [0.0885895745788834, -0.3705569455999465] User Vector: [1.2936442546479652, -0.42069997155798666] Predicted: 0.2704966906501919 Movie Vector: [1.4426829996289063, -0.3959558681033268] User Vector: [1.7215091944249294, 0.39161259126473547] Predicted: 2.328530744967278 Movie Vector: [0.34314821511657606, -0.7286653929990843] User Vector: [0.930266297428159, -0.43275179504613515] Predicted: 0.6345504763539298 Movie Vector: [1.7805952291075235, 0.09328798533330077] User Vector: [1.9781286281658979, 0.08583478773149375] Predicted: 3.530253752292191 Movie Vector: [0.798584608961944, 0.242400193371981] User Vector: [1.458456104272139, -0.11877351869670141] Predicted: 1.1359098738187752 Movie Vector: [1.0708822254637729, 0.23098468261065241] User Vector: [1.5268175094070984, 0.7773630665345347] Predicted: 1.8146006935476515 Movie Vector: [0.6388818802850184, -0.38687453188503174] User Vector: [0.2710321337136487, 0.7075561988249365] Predicted: -0.10057795399811337 Movie Vector: [2.196556363375252, 0.4301240055649036] User Vector: [1.419608427241313, -0.31374202148943586] Predicted: 2.983301949360973 Movie Vector: [1.894795447667363, -0.371214848384835] User Vector: [0.9641063649950835, 0.10023544049966192] Predicted: 1.789575467611944 Movie Vector: [2.2379382072667076, -0.33370230788641225] User Vector: [0.9337335125479723, -1.0588055683166804] Predicted: 2.4429637648867155 Movie Vector: [1.1398330871921603, -1.3065102484133697] User Vector: [-0.8927891083599299, 1.3644163047259734] Predicted: -2.8002544508202183 Movie Vector: [2.042037855813449, 0.8899028353798363] User Vector: [1.9537289448888595, 0.41421526343834025] Predicted: 4.358199802852904 Movie Vector: [-0.12071465282887195, 0.041625542941403595] User Vector: [1.428038519603673, -0.3723383622615057] Predicted: -0.1878839606072618 Movie Vector: [1.6014393590479679, 1.1644823191859481] User Vector: [1.8932087420023422, -1.0976128625399746] Predicted: 1.7537082225973637 Movie Vector: [2.1355317085849586, 0.711136466201641] User Vector: [0.12297033644990327, -0.24732862754828133] Predicted: 0.08672264651894254 Movie Vector: [2.2314042686309463, 0.1861919309340842] User Vector: [1.9024432328824767, -0.38527562080556393] Predicted: 4.1733847389024 Movie Vector: [2.1444210718888423, 0.07480660737261055] User Vector: [1.672939034633596, 0.2662265757653677] Predicted: 3.607401224779095 Movie Vector: [1.5402831131238335, -0.662296751903744] User Vector: [1.8520544199556972, -1.1467460215942278] Predicted: 3.6121743130045147 Movie Vector: [0.8772898449965575, -1.1342768077296046] User Vector: [1.6421924858354904, -0.20657818226709224] Predicted: 1.6749956324816304 Movie Vector: [1.9081812591371192, -0.39618271630734564] User Vector: [1.6944114447887584, -0.2769744962474656] Predicted: 3.342976672484538 Movie Vector: [0.6335280849796088, -0.5459610210714503] User Vector: [1.3528405346213181, -1.3273804292550555] Predicted: 1.5817604476877838 Movie Vector: [1.530674931204113, -0.921563788326731] User Vector: [1.7790146343541613, 0.4193609492627335] Predicted: 2.3366252379723074 Movie Vector: [2.0336362327836857, -0.7487298719597831] User Vector: [-0.03886508764031725, -1.0061903913981176] Predicted: 0.6743273525030141 Movie Vector: [1.3619195995527718, -0.2943516781629359] User Vector: [2.136780637601944, -0.8369110836322137] Predicted: 3.1564696122352593 Movie Vector: [1.347807489048859, 0.7272328228829668] User Vector: [1.2026374793061758, -0.7341626244886871] Predicted: 1.0870166433576305 Movie Vector: [0.879475277577746, 1.055204640555743] User Vector: [0.309973251649588, 0.5304958260772865] Predicted: 0.8323954690084029 Movie Vector: [1.222859248965554, -0.8544170401278253] User Vector: [2.012860203115251, -0.1063609825028676] Predicted: 2.552321352109356 Movie Vector: [2.3021707560662095, 0.1718605690791813] User Vector: [0.5251893836412075, -0.06555081909029294] Predicted: 1.197810039342761 Movie Vector: [1.7261528525725311, -0.8540647338375946] User Vector: [0.37811945004075703, -1.5985585428885296] Predicted: 2.017964443756915 Movie Vector: [2.4664444354221766, -0.11123859169953072] User Vector: [1.2328338525394629, 0.35603652222238535] Predicted: 3.001111194070426 Movie Vector: [0.9749477922125237, -0.6548855280250793] User Vector: [1.8517009167756144, -1.1079671013408496] Predicted: 2.5309033408443105 Movie Vector: [1.8717575874518038, -0.6634423985370562] User Vector: [1.8891345657639331, 0.018292527600891315] Predicted: 3.52386591879927 Movie Vector: [0.7544620198002158, -1.5876925710984375] User Vector: [1.7637701744383194, 0.10126077187979564] Predicted: 1.1699266330128684 Movie Vector: [2.1543291769343402, 0.1234963095060721] User Vector: [1.579275785040777, -0.0787632893682556] Predicted: 3.392552926577693 Movie Vector: [1.8401964834793216, 0.6282028393288578] User Vector: [1.9823603587157421, -0.1257840300093993] Predicted: 3.5689146763033843 Movie Vector: [2.0379995565457403, -0.32137518824213934] User Vector: [1.7893759932822586, 0.450964556018133] Predicted: 3.5018186617219764 Movie Vector: [2.0037211913955604, -0.638411008047432] User Vector: [1.6532806078140219, -0.10866069695246955] Predicted: 3.3820835742768507 Movie Vector: [1.870948271337615, 0.9813974743123859] User Vector: [1.943377822279202, -0.5073076354967757] Predicted: 3.138088944973208 Movie Vector: [2.1096788484396, -0.11993739652471468] User Vector: [1.5170056206486882, 0.6034529862295525] Predicted: 3.128018090753088 Movie Vector: [1.802465702669659, -1.0919719843842237] User Vector: [1.4465931570014958, -1.1256851141330018] Predicted: 3.836651159083417 Movie Vector: [0.29037961570092374, -0.21145161439283833] User Vector: [1.3362552634159948, -1.313087595493318] Predicted: 0.6656757817753456 Movie Vector: [1.4694689969239172, 0.1907626592457424] User Vector: [2.0979231677012176, -0.8369781884853132] Predicted: 2.9231688678992125 Movie Vector: [2.6860694491238486, 0.05972104088347947] User Vector: [1.9293877000848645, -0.8509227457101783] Predicted: 5.131651364628041 Movie Vector: [2.318358521209215, -0.8659879929002976] User Vector: [2.005176338782202, -0.6458929158286872] Predicted: 5.208053161349818 Movie Vector: [2.5025504874771167, -0.319958364775288] User Vector: [2.019407258569584, 0.9848336398632547] Predicted: 4.738562858361799 Movie Vector: [1.319688859253495, 0.34419707151374546] User Vector: [2.1852899333266445, -0.8480347878031568] Predicted: 2.5920116887463585 Movie Vector: [1.443029372543977, -0.32611987505347595] User Vector: [1.0011169446258588, -0.5528456205525434] Predicted: 1.624935101145053 Movie Vector: [1.5449664121715285, 0.2474172062371202] User Vector: [0.7271537273997747, -0.025071209419452265] Predicted: 1.117225036726437 Movie Vector: [0.13878346179124465, -0.8426155778062846] User Vector: [1.6222653564196878, -0.5520775733679191] Predicted: 0.6903327655852323 Movie Vector: [1.8624928829121987, 0.5872984769479214] User Vector: [2.332410549296652, -1.0966990530432985] Predicted: 3.700008364571789 Movie Vector: [1.0229877774826979, -0.35925786202153326] User Vector: [0.7372756702398651, -1.507017146079674] Predicted: 1.2956317572211224 Movie Vector: [2.034079030337889, -0.3567339241110673] User Vector: [1.8840171906982432, -0.33953278966172923] Predicted: 3.9533627248158023 Movie Vector: [1.60521411845698, -0.7375511809977011] User Vector: [1.7403930788911608, -0.6782177580901353] Predicted: 3.2939238503538966 Movie Vector: [2.040569343022414, 0.5802040795369986] User Vector: [1.7135829372619933, -0.14337554136477879] Predicted: 3.413497734497454 Movie Vector: [1.5299773094487454, 0.5931353369033998] User Vector: [1.5509985765984329, -0.0853613298356404] Predicted: 2.3223618080523196 Movie Vector: [-0.02248224599453219, -0.12373964143340774] User Vector: [-0.3100548028750387, -0.06975950467812207] Predicted: 0.015602744445465763 Movie Vector: [2.347596432515656, -0.09432969684185627] User Vector: [2.194852296314617, 0.03874593817253187] Predicted: 5.148972528125322 Movie Vector: [0.6302253735258567, -0.7280641937847442] User Vector: [1.470799597165276, -1.128704589055278] Predicted: 1.7487046221568376 Movie Vector: [2.3000776466578436, -0.8238165499426794] User Vector: [1.8859571535626671, 0.8148998728777958] Predicted: 3.6665198896410307 Movie Vector: [2.6319632804082436, 0.8219665786591152] User Vector: [1.9675089687821887, -0.28867399558338125] Predicted: 4.941130983211082 Movie Vector: [2.2624054446902933, 0.3785452980151369] User Vector: [2.012906174626223, 0.17978228094477008] Predicted: 4.622065626243156 Movie Vector: [1.9784107444984413, -0.49828964029440925] User Vector: [1.71539467411097, 0.22111733595975017] Predicted: 3.283574776518303 Movie Vector: [1.0951349746283858, -0.3485058910116059] User Vector: [1.983771715762516, -0.26280152595053824] Predicted: 2.2640856675706944 Movie Vector: [1.4594913907559195, -1.8417356752248304] User Vector: [1.6587483037306592, -0.06414583967979848] Predicted: 2.53906855008142 Movie Vector: [0.9333950390389352, -0.7854623326123052] User Vector: [0.5320777848596704, -1.6747339430295025] Predicted: 1.8120791941677987 Movie Vector: [1.9202867154500856, -0.007029054425948859] User Vector: [1.5606201946812956, -0.14171849909738382] Predicted: 2.9978343747529372 Movie Vector: [1.7908642610783887, -1.0648438240083624] User Vector: [1.45984253775103, -1.1337118702413163] Predicted: 3.8216059108917335 Movie Vector: [2.4354348236082592, -0.3526896344383597] User Vector: [1.935015592532748, -0.028899769278073167] Predicted: 4.722797007341261 Movie Vector: [0.4203817843334085, 0.12871968862264938] User Vector: [1.651718517309821, 0.18364059940565153] Predicted: 0.7179905382972066 Movie Vector: [2.4507430099482095, -0.3136641680692799] User Vector: [1.6177400279942955, -0.02893729868509503] Predicted: 3.973741659238673 Movie Vector: [1.7218725375297461, -0.7564629468123911] User Vector: [0.3120926340087019, 1.0774534794462545] Predicted: -0.2776698984502718 Movie Vector: [1.7292325264329145, 0.2890036482143459] User Vector: [1.7121774758559263, -0.15269959114497006] Predicted: 2.9166222433541384 Movie Vector: [1.1296621142957883, 0.04655501847121989] User Vector: [2.1543846990627493, -0.407412777308246] Predicted: 2.414759664776725 Movie Vector: [0.44026117619742877, 0.433405590453336] User Vector: [1.0583841402088745, 0.516804155377932] Predicted: 0.6899512565473737 Movie Vector: [1.3976087572805507, -0.042846256400217345] User Vector: [1.8918810040421723, -0.46391838905622523] Predicted: 2.6639866252283397 Movie Vector: [2.0389833065136553, -0.9048054265225434] User Vector: [2.2450499960950805, -0.6470454816078768] Predicted: 5.1630697272921156 Movie Vector: [0.8838798918980154, -0.9083427039224319] User Vector: [0.5444253089357697, 0.900373054864087] Predicted: -0.33664071198545314 Movie Vector: [1.6053357992057231, -0.6997473855044126] User Vector: [0.7229640227877941, 0.5118863714662344] Predicted: 0.8024088772101902 Movie Vector: [2.2982668851750687, -0.708871854829182] User Vector: [2.102084599942022, -0.1503809039114603] Predicted: 4.937752216169837 Movie Vector: [1.4172420765182072, 0.11371001151999352] User Vector: [0.41737152809229555, -2.108026731026195] Predicted: 0.3518127472836593 Movie Vector: [1.8968160990386949, 0.47343695926067236] User Vector: [1.790605283538321, -0.004399105057810493] Predicted: 3.394366229917196 Movie Vector: [1.5712337718418736, -0.11970066656587795] User Vector: [1.9854463098782669, -0.3783497116834134] Predicted: 3.164889006943071 Movie Vector: [1.858390291151242, -0.461608773563765] User Vector: [0.42373978218301633, 0.9384781295948792] Predicted: 0.3542641587647513 Movie Vector: [1.7243499307914534, -0.022252818359741265] User Vector: [2.3333447447236626, -0.33320572688366895] Predicted: 4.0309176155936175 Movie Vector: [1.6803425580590674, -0.2447802003642338] User Vector: [-0.503613244791577, -0.614493006859299] Predicted: -0.6958270466840661 Movie Vector: [-0.5434867253107999, 1.6199904628879536] User Vector: [0.7724445088375652, 0.22167561219241524] Predicted: -0.0607009589858763 Movie Vector: [1.079534293216563, -0.4748409094510987] User Vector: [1.619207491824209, 0.7266085399729574] Predicted: 1.4029665553217172 Movie Vector: [1.4586101747800813, 0.748162740439114] User Vector: [1.47792636971677, -1.1369377515554826] Predicted: 1.3051039765322345 Movie Vector: [1.1117896448047038, -0.7289489989114606] User Vector: [2.155777441354626, -0.5018929699186129] Predicted: 2.762625413784525 Movie Vector: [1.9122342482348587, -0.6630504622250623] User Vector: [1.5949581655166596, -0.8563078069069886] Predicted: 3.6177089157794073 Movie Vector: [0.4840326071560377, -0.7942035875113592] User Vector: [1.772444227136813, 0.53085941202769] Predicted: 0.4363103508031376 Movie Vector: [1.123388878579061, -0.6246429869358748] User Vector: [1.9307389031471875, 0.07375760541071694] Predicted: 2.1228984402824973 Movie Vector: [2.2093523385283786, -0.8308757088515842] User Vector: [2.3177923621544685, -0.03578990843965203] Predicted: 5.150556941093719 Movie Vector: [1.7679046859705732, -0.5975437891671238] User Vector: [1.6945010652644883, -0.27420965985683565] Predicted: 3.159568652840299 Movie Vector: [1.1444315019396911, -0.7205044131477139] User Vector: [1.7615177615203261, 0.24615214052559276] Predicted: 1.8385827139557036 Movie Vector: [1.2856537250972744, -0.19334824354056715] User Vector: [1.8231907508206417, -0.9802968226643048] Predicted: 2.533530649165997 Movie Vector: [2.183877547421948, -0.4790462541861428] User Vector: [2.0513830099477626, 0.18622021855124776] Predicted: 4.390761198437073 Movie Vector: [1.426215136718108, -0.04986098165886099] User Vector: [2.1587413241142053, -0.1731005528864401] Predicted: 3.08746051620318 Movie Vector: [2.3419586562273182, -0.470406196359091] User Vector: [1.512332468864664, -0.24350585073068684] Predicted: 3.6563667775846382 Movie Vector: [2.6446299222013203, 0.24122082949165313] User Vector: [2.024409003245772, -1.1986149449362178] Predicted: 5.064681733498912 Movie Vector: [0.560580672630762, 0.6758330023106784] User Vector: [1.587045334861487, -1.0561301779940173] Predicted: 0.17589931228755729 Movie Vector: [0.8568720181767625, 0.1549735750174394] User Vector:
avg loss: 12.295039048832852: 51%|██████████████████████▊ | 35550/70000 [00:57<00:55, 624.67it/s]
[2.345450815782314, 0.8372267390757413] Predicted: 2.1394991949084865 Movie Vector: [1.0916754741912693, -0.019168265024093703] User Vector: [-0.28922984721343314, 0.5792503983193321] Predicted: -0.3268483557572898 Movie Vector: [2.0265237048862916, 0.3041243698311125] User Vector: [-0.9518784535128472, -0.05478152868531595] Predicted: -1.9456646481040956 Movie Vector: [1.1152135092317013, -0.7701216729531626] User Vector: [2.1189751481216494, 0.5158877044421845] Predicted: 1.9658134089105266 Movie Vector: [1.8977117255290197, -1.2509256405555385] User Vector: [2.0087754116917953, 0.36680559354992337] Predicted: 3.3532301306511116 Movie Vector: [1.5354491568381365, -0.16923254288875325] User Vector: [1.7926014629934632, -0.8539639985937542] Predicted: 2.896966903917592 Movie Vector: [2.1787704332938533, 0.6086315426915249] User Vector: [2.0579614763411134, -0.43598755701608316] Predicted: 4.218469838088778 Movie Vector: [1.759877931324485, -0.9966427280209488] User Vector: [0.4417343914206613, -1.5261482515107878] Predicted: 2.298423163718386 Movie Vector: [1.94952776089284, -0.8686170673536472] User Vector: [1.52653394343304, -0.11016432584780575] Predicted: 3.0717109143128445 Movie Vector: [1.489172072279309, -0.7460824052663734] User Vector: [2.3575535021629728, -1.0887707446670138] Predicted: 4.3231155302902025 Movie Vector: [2.268566277679913, 0.11779895765160685] User Vector: [1.6157606464523766, -0.27488917738357244] Predicted: 3.633078456778666 Movie Vector: [0.7006239527419307, -0.7336596237342515] User Vector: [1.8179886565379832, -0.2719747001821936] Predicted: 1.4732632547845381 Movie Vector: [1.8276730987926297, 0.275417232922923] User Vector: [1.81918907518869, 0.1994686680703417] Predicted: 3.3798200429545657 Movie Vector: [2.124090334722594, -0.6463221847367787] User Vector: [1.9720493212047918, -0.46941957622106334] Predicted: 4.49220718882876 Movie Vector: [1.834173815039454, 0.5519197172358031] User Vector: [1.9737877469441178, -0.3774615321015922] Predicted: 3.411941339825717 Movie Vector: [2.1089120932394665, -0.013785060064383792] User Vector: [0.8553026708003126, -0.49331197300744106] Predicted: 1.8105584810091808 Movie Vector: [2.0573257704086045, -0.3205018867321161] User Vector: [1.9378962539838456, -0.4818383016731635] Predicted: 4.141313988485312 Movie Vector: [1.074406087566771, 0.015417719712085547] User Vector: [1.4685964240435274, 0.049983286730312146] Predicted: 1.5786395664762536 Movie Vector: [2.4526545725495335, -0.3136983611145112] User Vector: [1.9258097548798858, -0.21419220837139877] Predicted: 4.790537845896253 Movie Vector: [1.8075779548015485, -0.02306192067440456] User Vector: [1.613237227797813, -0.3733002207025799] Predicted: 2.9246610689100714 Movie Vector: [0.8029606020382178, -0.8642143382873554] User Vector: [1.5704232759126824, -1.1199408713099963] Predicted: 2.2288569781018106 Movie Vector: [1.5653426373299706, -0.33314913359915055] User Vector: [1.8414200605898456, -0.6238124193725207] Predicted: 3.0902759011183685 Movie Vector: [0.5308222140187673, -0.16986111020438902] User Vector: [2.3028238623095496, -0.03016067370773237] Predicted: 1.2275131866069118 Movie Vector: [2.13342550457031, 0.20169261544679318] User Vector: [1.7847222148105564, 0.5107136166541075] Predicted: 3.91057905673731 Movie Vector: [1.2544901867193896, -0.5990553068468885] User Vector: [1.3837488527003456, -0.23639147708575198] Predicted: 1.8775109254383922 Movie Vector: [1.7031430376140713, -1.379623599206123] User Vector: [-0.1232530075815581, -1.2288569036064958] Predicted: 1.4854424825353605 Movie Vector: [1.5808214188288154, 0.16813509395596427] User Vector: [1.00662825875618, -0.027821906633471657] Predicted: 1.5866216733542715 Movie Vector: [1.9226279137635263, 0.8645864163685085] User Vector: [1.546802138289752, 0.07028428767310266] Predicted: 3.0346918085512886 Movie Vector: [0.7997901960417219, 0.03773634922485221] User Vector: [1.9718482579352532, 0.07368939113707165] Predicted: 1.579845673376679 Movie Vector: [0.7425173293030297, 0.7148418227094658] User Vector: [1.8295908448275824, -0.4987554635581831] Predicted: 1.0019716431624142 Movie Vector: [1.2547750885040472, -0.952782488033206] User Vector: [2.3832302373785232, -0.7049560967363272] Predicted: 3.662087755834773 Movie Vector: [1.0525183944136447, -0.6441197398403508] User Vector: [1.7007063803578237, -0.3744161928532902] Predicted: 2.0311936095559338 Movie Vector: [2.105467656914653, -0.011106786631143869] User Vector: [2.0908541990368086, -1.1242939821806588] Predicted: 4.414713184766953 Movie Vector: [1.7785980489002193, -0.8465603613767355] User Vector: [1.3005389729563284, -0.44953954742528157] Predicted: 2.693698441540301 Movie Vector: [2.106493690068502, 0.6265103127560984] User Vector: [1.7001807369970425, 0.39746635669923225] Predicted: 3.830436765905948 Movie Vector: [1.2412190871674893, -1.1632448341337245] User Vector: [2.0239770042971448, 0.7654654386008058] Predicted: 1.6217751725613985 Movie Vector: [2.1725358419749363, -0.18537338909596496] User Vector: [0.41888155183508774, 0.6953891769236554] Predicted: 0.7811285364368187 Movie Vector: [1.6917255088920236, -0.7037963999470079] User Vector: [-0.2530589110709483, -0.14460574852170704] Predicted: -0.3263332098899416 Movie Vector: [2.079538027703561, -0.5959798715865661] User Vector: [1.8902159006401427, 0.11940852409514166] Predicted: 3.859610769094549 Movie Vector: [1.65734971193837, -0.6395453276105255] User Vector: [1.84689669817384, -0.4274680319203341] Predicted: 3.3343388932158566 Movie Vector: [1.9021428015832282, -0.2648780978981299] User Vector: [1.8393528809988509, 0.026013353341784718] Predicted: 3.4918214746102127 Movie Vector: [2.109343215847936, -1.0319009871868805] User Vector: [1.738594399707538, -0.5224093156247126] Predicted: 4.206366990643073 Movie Vector: [2.0914794957476865, -0.5952255063978088] User Vector: [1.3949682800555463, 0.06358296046798756] Predicted: 2.8797013551117616 Movie Vector: [1.2920415771188085, 0.3286012019817187] User Vector: [1.6328625300293427, -0.5384107589714815] Predicted: 1.9328038559594014 Movie Vector: [0.7390320626254663, -0.5775936980521272] User Vector: [1.4057029713877291, -0.48251903787670863] Predicted: 1.3175595218511829 Movie Vector: [2.536516928340306, -0.5828154754425201] User Vector: [2.009391579611632, 0.6868193443502763] Predicted: 4.696566814628746 Movie Vector: [2.345379776415322, -0.4555354970720582] User Vector: [1.9392367414447162, 0.44741739784343476] Predicted: 4.34443212834069 Movie Vector: [1.2427129603328904, -0.6322620951026028] User Vector: [1.7944690815157283, -1.5611642435638415] Predicted: 3.217074959951198 Movie Vector: [2.2401177431156687, -0.4739408879611801] User Vector: [2.078782450772174, -0.8574249264142368] Predicted: 5.063086183037035 Movie Vector: [1.9005634956377366, -0.3586117210030456] User Vector: [1.9798196227202407, -0.35633448566511106] Predicted: 3.890558626046466 Movie Vector: [1.570755386286364, 0.16289416785986977] User Vector: [1.8598534035271153, -0.10093711883950991] Predicted: 2.9049326833137075 Movie Vector: [1.0931011712118084, -0.4917011273006321] User Vector: [1.4949113997623655, -0.5522402700777498] Predicted: 1.9056265652761606 Movie Vector: [0.9365542805948688, -1.2908148054463882] User Vector: [1.9180704455148028, -0.20599778333377564] Predicted: 2.06228207484577 Movie Vector: [2.2143608364640337, -0.11593932506236852] User Vector: [-0.23263048754790436, -2.232296785124986] Predicted: -0.25631685838732743 Movie Vector: [-0.9189014357358161, -0.43750622280275686] User Vector: [1.0335310265798756, -0.7391255209307047] Predicted: -0.626341129362247 Movie Vector: [1.9445398596334087, -0.6140728586940225] User Vector: [1.7351094409200898, -0.06983016921002601] Predicted: 3.4168702803252415 Movie Vector: [2.5639541522849942, -0.5734373052781341] User Vector: [2.036541673270369, -0.4419711005725225] Predicted: 5.475042196406111 Movie Vector: [1.1895055691090748, -0.061829192650415254] User Vector: [1.9780369019877637, 0.1594886049001023] Predicted: 2.343024859139792 Movie Vector: [1.5625500123217024, 0.20168791508728995] User Vector: [1.5438006635122679, 0.06893455468363112] Predicted: 2.426169012404959 Movie Vector: [0.9659301245269829, -0.49758297366447163] User Vector: [1.898392591777358, -0.7853589302615718] Predicted: 2.2244958244901065 Movie Vector: [2.641248552130384, -0.6142225266191692] User Vector: [1.9379109807316726, -0.8699795723320697] Predicted: 5.652865623039971 Movie Vector: [1.0056549201855685, -0.44975859421683706] User Vector: [2.067126619061999, -0.3337059700060072] Predicted: 2.228903183057926 Movie Vector: [1.065390386526708, -0.699593859279829] User Vector: [-0.07292091824665625, -0.6772331627170296] Predicted: 0.39609891666080355 Movie Vector: [0.9134968626573712, -0.8977045439642971] User Vector: [2.1048626494498417, -0.33801989220111556] Predicted: 2.2262274197763756 Movie Vector: [2.125511498574829, -0.253045160953415] User Vector: [2.0734727249507694, 0.043623138534127595] Predicted: 4.396151494752483 Movie Vector: [1.5783418984264848, -0.44198341497015986] User Vector: [1.2715747594162745, -0.7864735118859063] Predicted: 2.354587968335191 Movie Vector: [-0.028253331974312346, -0.552002753917744] User Vector: [1.144346795306196, -0.6877538606198292] Predicted: 0.3473104151781796 Movie Vector: [0.16519594878467678, 1.0807242716661238] User Vector: [1.636689819066693, -0.639654844974918] Predicted: -0.4209159889262823 Movie Vector: [2.3775496611560323, 0.08584902393328309] User Vector: [1.5926027369237308, 0.21690054813896517] Predicted: 3.8051127978775097 Movie Vector: [2.0341575548567468, -1.2316734504339706] User Vector: [1.5487431395081528, -0.5764549793971208] Predicted: 3.8603918512569604 Movie Vector: [2.2225110037313742, -0.12426425386092349] User Vector: [1.6472526494887227, -0.5705520170995182] Predicted: 3.731936360108063 Movie Vector: [1.7738239090809211, -1.0448246898105733] User Vector: [1.9250021572435452, -0.4551039770678505] Predicted: 3.8901187232224266 Movie Vector: [0.9812480186723104, -0.45056392569798975] User Vector: [1.5464648046869431, -0.934262259575487] Predicted: 1.9384103968513302 Movie Vector: [1.4842118225684608, 0.9610288042826807] User Vector: [1.5491472070252674, -0.5607574041353128] Predicted: 1.760358581976993 Movie Vector: [-0.22267647650090194, 0.2855639114406648] User Vector: [0.39549433999147854, -1.0058476792714268] Predicted: -0.37530108371161613 Movie Vector: [2.0326744081656374, -0.1505691613670806] User Vector: [2.1112556422365816, 0.1730868080905369] Predicted: 4.265433777531709 Movie Vector: [1.9941160031855385, -1.3879972690893307] User Vector: [-0.08888600150573613, -1.2585670881262028] Predicted: 1.5696386832231184 Movie Vector: [1.5875933060466905, -0.4222523059128461] User Vector: [1.298841187288411, -0.5841610306755795] Predicted: 2.308694916784005 Movie Vector: [2.0386191778162948, -0.28452889523924846] User Vector: [0.8154897737577413, -0.04387945083149945] Predicted: 1.6749580637643942 Movie Vector: [1.6511865331995828, 0.23541330383667494] User Vector: [1.925277146124887, -0.5890228481490326] Predicted: 3.0403278816402866 Movie Vector: [1.8412696228215522, -0.5642738677456431] User Vector: [1.5121670875990691, -0.30944201203823] Predicted: 2.958917364002509 Movie Vector: [1.7481660134324934, -0.3978260946732831] User Vector: [1.7414576787142542, -0.8242943438705187] Predicted: 3.3722829274425865 Movie Vector: [1.5321529512934395, 0.3013630486865962] User Vector: [1.583787630806872, -0.18028081320350656] Predicted: 2.3722749172760857 Movie Vector: [2.2966390342445324, 0.38160286368440166] User Vector: [1.6515453278961256, 0.658969700854155] Predicted: 4.044468191797627 Movie Vector: [1.71129439830468, 0.6001659936580358] User Vector: [1.3517283532193551, 0.4905483631891089] Predicted: 2.607615604724607 Movie Vector: [0.666163403570645, -0.01391128570791738] User Vector: [0.5243749622526903, 0.08158577529226586] Predicted: 0.348184446571688 Movie Vector: [1.3385715496174497, -0.24711300220525023] User Vector: [1.3884407831550971, -0.8191995291813754] Predicted: 2.060962185721121 Movie Vector: [1.601074408439489, -0.32613164063822975] User Vector: [1.5725274716013093, -0.5893484927866961] Predicted: 2.7099386822091045 Movie Vector: [1.9285831749714681, 0.6560217538037929] User Vector: [1.740310200817718, -1.0986978200989785] Predicted: 2.6355633016865316 Movie Vector: [1.1667207807542677, -0.5188971959527334] User Vector: [1.9292389068248668, 0.004077588442324066] Predicted: 2.2487672744232468 Movie Vector: [1.4889008425740307, -0.43569536097883704] User Vector: [2.0172123649176945, -0.13020645824550348] Predicted: 3.0601595396037586 Movie Vector: [1.5408367553983526, -1.0707347764625983] User Vector: [2.0014002112599774, 0.11806878409872307] Predicted: 2.957410654622244 Movie Vector: [1.283346902810184, 0.017491895925873264] User Vector: [1.6463085222866614, -0.1530566228430749] Predicted: 2.110107692629061 Movie Vector: [1.0115750009287547, -0.9766667979365716] User Vector: [2.0226660520040913, 0.27611698762651854] Predicted: 1.7764041192735156 Movie Vector: [0.5037976564161255, -0.12756102170216957] User Vector: [1.7842732834344026, -0.27381286376082586] Predicted: 0.9338405472566852 Movie Vector: [1.7753866319524603, -1.2732623977132789] User Vector: [1.6399497358026627, -0.15314329249657965] Predicted: 3.1065364338159176 Movie Vector: [1.5100379727089988, 0.5604761356077002] User Vector: [1.9130136896236642, -0.46456625024064685] Predicted: 2.6283450169752425 Movie Vector: [1.9315727910362146, 0.5893238246675643] User Vector: [1.6548124939079707, -1.0462078158202575] Predicted: 2.579835596083125 Movie Vector: [0.6703586508504462, -0.15154256066195393] User Vector: [1.743354213829749, 0.45822179902747734] Predicted: 1.0992324739615997 Movie Vector: [2.3160878906225104, -0.1354452196924181] User Vector: [-0.807583056119047, -0.41904845649052236] Predicted: -1.8136752266981166 Movie Vector: [1.6702201617970531, 0.4637928210902945] User Vector: [1.6044127341778913, -1.0615848077225523] Predicted: 2.1873670836676093 Movie Vector: [1.962810034627356, 0.510530314698294] User Vector: [1.100214134479264, -0.2601443870316638] Predicted: 2.0266997476164805 Movie Vector: [2.10481173831379, -0.24507474305524463] User Vector: [2.4023104113520795, -0.7194441558292956] Predicted: 5.232728744519748 Movie Vector: [1.4497106153747767, -0.15246915251937904] User Vector: [1.8705338342939228, 0.5723022305100132] Predicted: 2.6244743199227716 Movie Vector: [1.7460986998664478, 0.1533780152174186] User Vector: [1.9046387718123794, 0.30026240731014964] Predicted: 3.3717409352544583 Movie Vector: [2.10603759878392, -1.0203138070495075] User Vector: [1.8247081346744791, 0.3918505521178772] Predicted: 3.443093409805483 Movie Vector: [1.7503612462373215, -1.1610093496401932] User Vector: [2.281487498375498, -0.17739180221199494] Predicted: 4.199380841849056 Movie Vector: [2.316507957305328, -0.15682158590071407] User Vector: [0.8466928691965927, -1.021498355710141] Predicted: 2.121563761025022 Movie Vector: [2.392092121722237, -0.1446425797929992] User Vector: [1.6405029133654572, -0.557051425740582] Predicted: 4.004807450020373 Movie Vector: [1.6216002310198667, -0.33382426465874016] User Vector: [2.010598095679529, -0.3263568188011157] Predicted: 3.3693321614946767 Movie Vector: [2.3598067821490067, 0.044491041635639064] User Vector: [1.4012968918253028, 0.7199642566249631] Predicted: 3.338821868851346 Movie Vector: [1.2634094030011127, -0.8565597394654094] User Vector: [2.144628917009033, -0.11205437966900274] Predicted: 2.8055256099525447 Movie Vector: [1.700289852865688, -0.08262428600753771] User Vector: [1.6214617956648627, 0.3740538827922968] Predicted: 2.726049102984283 Movie Vector: [0.10585541631049172, 0.30960335412823026] User Vector: [1.8983473703953422, -0.4933560028464741] Predicted: 0.04820567793456107 Movie Vector: [2.5204192069555624, -0.5639893337717542] User Vector: [2.2078291480553514, -0.27146019490282525] Predicted: 5.717755644903838 Movie Vector: [1.2968504397848037, -0.17017565952819966] User Vector: [1.6031617548833454, -0.25876486732457876] Predicted: 2.1230965088263316 Movie Vector: [1.4857613034976946, -0.23236141966318433] User Vector: [1.5903302415419474, -1.065495285596667] Predicted: 2.6104311298708387 Movie Vector: [1.451335635738276, 0.6640329832057584] User Vector: [1.724066887346164, -0.1156458251245129] Predicted: 2.425407069749134 Movie Vector: [1.9490946846998507, -0.861372570684323] User Vector: [1.8528067235499273, 0.2947484238457977] Predicted: 3.357407529094102 Movie Vector: [0.991408249867728, -1.2161906111840044] User Vector: [1.7747466612002674, -0.697782547616917] Predicted: 2.6081350643989007 Movie Vector: [0.015297942283852284, -1.1062654737151323] User Vector: [2.041880398924059, -0.37664002397442026] Predicted: 0.4479004230354104 Movie Vector: [1.8388500930033311, 1.031485503116423] User Vector: [0.8294734797992124, 0.7578760711203414] Predicted: 2.3070155659920415 Movie Vector: [2.1141554819535555, 0.006378258936753889] User Vector: [2.2529735275081575, -0.3700755497662963] Predicted: 4.760775896195041 Movie Vector: [1.7965796975220008, 0.2720079340095675] User Vector: [0.7110664628218268, 0.5426321903138581] Predicted: 1.4250878317088356 Movie Vector: [2.4096474986977845, 0.2648849917644417] User Vector: [1.4050913160981564, -0.49930338779813016] Predicted: 3.253516801513035 Movie Vector: [1.199718546237042, -0.1715538533962089] User Vector: [2.015767884906084, 0.087806763379488] Predicted: 2.403290527818844 Movie Vector: [0.5715071888698068, -0.6016334581142883] User Vector: [2.101969973408848, 0.07548028855767731] Predicted: 1.1558794835672137 Movie Vector: [2.2642128305697917, 0.2230516630316393] User Vector: [1.2091932126624205, -0.85976828131045] Predicted: 2.546098041780009
avg loss: 12.26156649750463: 51%|███████████████████████▍ | 35694/70000 [00:57<00:54, 629.90it/s]
Movie Vector: [1.6140395628971969, -1.0968068498237777] User Vector: [-1.0888580915112738, 0.19272902507242815] Predicted: -1.96884655293923 Movie Vector: [0.6935585718625453, 0.47862399138888] User Vector: [0.34411534233512253, 0.02855570691970125] Predicted: 0.25233159180877696 Movie Vector: [0.13685088829325906, 0.029711134935994726] User Vector: [0.2712149563860798, 0.3320009371318218] Predicted: 0.04698013234185279 Movie Vector: [0.8068736367457042, 0.843502560205822] User Vector: [2.0328443321505016, 0.2662899473477761] Predicted: 1.8648647515650902 Movie Vector: [0.8974275175897388, -1.1642018760559125] User Vector: [1.932101319794324, -0.802723425579846] Predicted: 2.6684530091689638 Movie Vector: [2.0711359258361575, -0.5424657744003983] User Vector: [1.4472040969494986, -0.2975193250384619] Predicted: 3.158750448265453 Movie Vector: [1.9500641193404171, -0.5771528655126076] User Vector: [2.3313712435195457, 0.700294260243095] Predicted: 4.1421465718481825 Movie Vector: [1.8782710628318742, 0.11106135097351616] User Vector: [-0.22305682117379788, -1.2172263855066383] Predicted: -0.5541479793929859 Movie Vector: [1.9422653634443086, -0.20175028845992565] User Vector: [2.1106831770805425, -0.3738503105046869] Predicted: 4.174931236033281 Movie Vector: [-0.12052374419024448, -0.1550079943480679] User Vector: [1.405867577354511, 0.5585113766277195] Predicted: -0.256014152570075 Movie Vector: [1.7826948692397329, -0.4693752793520776] User Vector: [1.8345956536599106, -0.28936474688577374] Predicted: 3.4063449178131897 Movie Vector: [1.0780324738575593, -0.25330469054586857] User Vector: [1.4327472217680317, -0.21051233171061384] Predicted: 1.5978717929351827 Movie Vector: [1.167667286776919, 1.491690022397345] User Vector: [1.2753067574412307, -0.16527752524738487] Predicted: 1.2425911459316228 Movie Vector: [1.3288373195417595, -0.7794805148267856] User Vector: [1.8327592166473585, -1.0898314883961133] Predicted: 3.284941254464575 Movie Vector: [0.7689544124721606, 0.38432740072746363] User Vector: [1.6163765273947825, -1.0695687205040578] Predicted: 0.8318552967059227 Movie Vector: [0.6526883883836646, 0.6553399506544904] User Vector: [0.36745017483865566, 0.04465904861907466] Predicted: 0.2690973211450388 Movie Vector: [1.719773931187797, -0.14272833870979476] User Vector: [0.5951310176143066, -0.09009814629024315] Predicted: 1.0363503684751887 Movie Vector: [1.7050946660523814, -0.2500486977245024] User Vector: [1.4858839481335917, -0.6498625892212226] Predicted: 2.6960700884700803 Movie Vector: [2.730062431069337, -0.05182459846097754] User Vector: [1.9109224687145219, -0.053826634199342534] Predicted: 5.219727184227674 Movie Vector: [2.4670672451434723, 0.13239926188417234] User Vector: [1.9473069888852141, -0.21627866543546675] Predicted: 4.7755021528527255 Movie Vector: [1.0535643965946835, -0.80942451907534] User Vector: [2.0316622784427483, -0.7911383503752992] Predicted: 2.780853821246298 Movie Vector: [1.8413222222215404, -1.2794196555645814] User Vector: [1.5064639322333582, 0.21379023148553614] Predicted: 2.5003580910662304 Movie Vector: [1.9881946600652372, 0.7395390033180059] User Vector: [1.9524035694738964, -0.9871988199909291] Predicted: 3.1516863197075056 Movie Vector: [1.9522047379636018, 0.8140413362286566] User Vector: [0.7975520148196207, -1.082581597051314] Predicted: 0.6757186522630756 Movie Vector: [1.9975921545637552, -0.3315587975914673] User Vector: [1.8814558195378597, -0.8286859131223401] Predicted: 4.033139489202979 Movie Vector: [2.449108524425564, -0.5552214398451353] User Vector: [1.6091353238451984, 0.5766186023476072] Predicted: 3.6207960279466382 Movie Vector: [0.15869866126636312, -1.2313812734495346] User Vector: [1.583941546538159, 0.7896844752500849] Predicted: -0.7210332717969984 Movie Vector: [2.087244294512308, -0.28714529030133107] User Vector: [-1.4322918452004514, -0.9079789047319031] Predicted: -2.728821115784421 Movie Vector: [2.2879577207206836, -0.10615486319316329] User Vector: [1.9145122158239014, -0.5144791955120877] Predicted: 4.434937474223673 Movie Vector: [2.7927949335392555, -0.29242214143706236] User Vector: [2.1906516882390115, 0.9657412990319652] Predicted: 5.83563679732599 Movie Vector: [1.7718439517208415, 0.28946730289981026] User Vector: [0.9365239060875332, -0.27435765858532674] Predicted: 1.5799566471825714 Movie Vector: [2.0561517397870666, 0.2236425560648067] User Vector: [1.2760906911133425, -0.43491185709422014] Predicted: 2.526571295275336 Movie Vector: [2.0950142107312923, -0.8172235544144996] User Vector: [2.169129816060724, -0.8277343258209965] Predicted: 5.220801777426495 Movie Vector: [1.8563584809334777, -0.5185065757380338] User Vector: [1.089587515701543, -0.9608069876872845] Predicted: 2.5208497666227077 Movie Vector: [2.231669296469408, -0.08458759604801828] User Vector: [1.9297648052188032, -0.4023152410770431] Predicted: 4.340627744310256 Movie Vector: [1.9883947437684835, -1.4690065245734216] User Vector: [2.1202588047044553, 0.15209606664677985] Predicted: 3.9924813484371127 Movie Vector: [1.268765413672913, -0.3899247088736605] User Vector: [1.7536442630577984, 0.1437478013181941] Predicted: 2.168912369273433 Movie Vector: [2.032484420249631, -0.4906416860976498] User Vector: [1.7964810183401938, -0.13861008556204832] Predicted: 3.7193275671409385 Movie Vector: [2.050341178147869, 0.2921801305573676] User Vector: [2.0019195126452076, 0.8425684414521403] Predicted: 4.350799769341187 Movie Vector: [0.4684364440663761, -0.17069300081916677] User Vector: [2.1006050848341364, -0.4772002037274745] Predicted: 1.0654547110932115 Movie Vector: [2.4502149090706076, 0.09451032670944941] User Vector: [0.7314257343066877, -0.2967174678598049] Predicted: 1.7641073742483322 Movie Vector: [1.867418912521116, -0.9916538983208321] User Vector: [1.8115370164815638, -0.7413787981288747] Predicted: 4.11808966060666 Movie Vector: [0.3765051097772721, 0.6576623962393551] User Vector: [-0.022784734522517308, 0.794397248881845] Predicted: 0.5138666292929391 Movie Vector: [1.2027753608636533, 0.46418684460753284] User Vector: [0.8817182493521973, 0.44268723255014] Predicted: 1.2659985751701486 Movie Vector: [2.0278198676328265, -0.8993115657878984] User Vector: [1.7108244035207616, 0.267548179974849] Predicted: 3.2286345428335963 Movie Vector: [1.2839192239691766, 0.29623414312398955] User Vector: [2.1020221979173743, -0.3493123039236897] Predicted: 2.5953484780805574 Movie Vector: [0.2887988296174529, 0.6949511402100907] User Vector: [1.7740754921778397, -0.5776428912921884] Predicted: 0.110917339856207 Movie Vector: [0.9510236762459853, 0.12159961361876549] User Vector: [2.05508724489307, -0.9799033449066579] Predicted: 1.8352807585200557 Movie Vector: [1.6772614006773432, -0.9377375687293424] User Vector: [0.2998936620680822, -0.001438586724587812] Predicted: 0.5043490805120907 Movie Vector: [0.6625737700271095, -0.15358873238528234] User Vector: [1.8246499637745985, -0.0007041495320978582] Predicted: 1.2090733549120092 Movie Vector: [2.2261443177963014, -0.9458425925774903] User Vector: [0.7745002375215627, -1.09013690573452] Predicted: 2.755247220074854 Movie Vector: [1.5043968140141037, -0.2036755292871624] User Vector: [1.7684794404451676, -0.37245354283965937] Predicted: 2.7363545083279015 Movie Vector: [2.1244948827865624, -0.283824419223747] User Vector: [1.3893575035612722, 0.5536348292664643] Predicted: 2.7945478227984433 Movie Vector: [0.7532142863422469, -1.215472343674846] User Vector: [2.0708874356343885, -0.5682628681971472] Predicted: 2.2505298021574585 Movie Vector: [2.638737519437487, 0.2447096116512811] User Vector: [1.7593338861336405, -0.7827704091667964] Predicted: 4.450868891719276 Movie Vector: [1.3455663446242578, 0.4842181623227617] User Vector: [2.01739311269188, -0.49422277357920547] Predicted: 2.4752246331143852 Movie Vector: [0.2981650751357094, 1.9479913842045167] User Vector: [1.730078165161513, -0.30093580623642696] Predicted: -0.07037147164116686 Movie Vector: [1.3446928389948094, 0.04810419389665076] User Vector: [1.6078896240101008, -0.5446491751059372] Predicted: 2.1359177537754923 Movie Vector: [1.7691380253051763, -0.35777234523205514] User Vector: [-0.4700362482158718, -0.8429376176163352] Predicted: -0.5299792316515635 Movie Vector: [1.1523272042166444, 0.2724515364075793] User Vector: [1.2970863847052152, -0.5485014316334411] Predicted: 1.3452278695445476 Movie Vector: [1.8682764028665468, -1.1249619955073535] User Vector: [1.785773177410286, -0.27419263529324955] Predicted: 3.644774182380567 Movie Vector: [0.7051363595232498, 0.4795847503860643] User Vector: [1.3584972093507293, 1.1261252092722207] Predicted: 1.49799825401634 Movie Vector: [2.2889113130890126, 0.2054903902390381] User Vector: [1.597653274194745, -0.06727442775806299] Predicted: 3.6430624052849416 Movie Vector: [1.4072135385046172, 0.0269262181783069] User Vector: [1.9945762090010768, -0.9034818952785034] Predicted: 2.7824672942531112 Movie Vector: [1.676830868541592, -0.6491261229429048] User Vector: [0.902245672860316, 0.9936798925647853] Predicted: 0.8678898191533554 Movie Vector: [0.3620635309507846, -0.2483605957115056] User Vector: [2.147728711191341, -0.9680580388555898] Predicted: 1.0180417119118008 Movie Vector: [2.0913807372652142, 0.4358744377405629] User Vector: [2.1209315568306093, 0.15159904397769544] Predicted: 4.501753551069243 Movie Vector: [2.3109164360620893, 0.06891243715703614] User Vector: [2.07167599182054, -0.902006635471166] Predicted: 4.725310624111179 Movie Vector: [0.7018625205931281, 0.7857126448228304] User Vector: [-0.4601281127612641, 0.6434492976623241] Predicted: 0.1826195724572774 Movie Vector: [1.8319897175575435, -0.6079142368898196] User Vector: [1.747629564993589, -0.5635290505424742] Predicted: 3.54421672589359 Movie Vector: [0.41502271004994207, 0.8131169335303344] User Vector: [2.36293949493865, -0.09227755003700189] Predicted: 0.9056411143537009 Movie Vector: [2.4333995629099987, -0.485129411149333] User Vector: [1.9241240697791866, 0.30401636856536307] Predicted: 4.534675388523407 Movie Vector: [1.556501749675016, -0.11689330969522757] User Vector: [1.593425910477005, -0.5936054105922536] Predicted: 2.5495587187320865 Movie Vector: [0.678311522093936, -0.2962852471407369] User Vector: [1.170517922247274, 0.19157495993443113] Predicted: 0.7372149591276301 Movie Vector: [0.8467921510441037, -0.43073356756405884] User Vector: [2.2393434618840224, 0.5461663538240816] Predicted: 1.6610062849492204 Movie Vector: [2.3583257157984288, -0.3954966656040768] User Vector: [1.5538929455036141, 0.567229861581965] Predicted: 3.4402481740922104 Movie Vector: [2.3724967670333985, -0.3517496444347427] User Vector: [1.5122121547397516, 0.33657367807302574] Predicted: 3.4693287766003897 Movie Vector: [1.4298160936616382, -0.35278610196930604] User Vector: [0.2958645968657612, 0.7149546341169757] Predicted: 0.1708059036883588 Movie Vector: [1.6378387801328356, 0.6102859342872377] User Vector: [2.155685451795332, -0.11955043164823116] Predicted: 3.4577052838456837 Movie Vector: [1.0525834764617106, -0.5661346182777971] User Vector: [1.6082919151696362, -0.7532371675590385] Predicted: 2.1192951315632036 Movie Vector: [2.2933341786963815, 0.38028422008731333] User Vector: [1.7578572261045453, -0.11944784573773509] Predicted: 3.9859299270364823 Movie Vector: [1.7961262362255426, -0.6007139074002397] User Vector: [0.264739409500644, 1.0747671998483752] Predicted: -0.17012220499956737 Movie Vector: [1.4813201224351578, -0.1427980142248896] User Vector: [1.3820758949185408, -0.7332431155557222] Predicted: 2.152002494720841 Movie Vector: [2.4971087623050465, -0.5495143568657079] User Vector: [1.5616382129636703, 0.14613978795943244] Predicted: 3.819274553548957 Movie Vector: [1.981918098677757, 0.61234310149499] User Vector: [2.374144841115339, 0.17070133809700547] Predicted: 4.809888416288583 Movie Vector: [1.321419424856586, -1.0906037743450572] User Vector: [2.1085223908533797, -0.1523665605006815] Predicted: 2.9524139909847245 Movie Vector: [1.7692457897566063, -0.21967193549241032] User Vector: [1.858724535503362, -1.058418313088795] Predicted: 3.521045358153454 Movie Vector: [1.562852603861716, -0.4560733264615077] User Vector: [1.7339171244654954, -0.886670871853498] Predicted: 3.114243826854069 Movie Vector: [1.5787796445510853, -0.34727236441517545] User Vector: [1.7803772094535744, -0.4212786074660413] Predicted: 2.957121716000232 Movie Vector: [2.625176247377422, -0.048870177057398774] User Vector: [1.7505382720458675, -0.636252831004912] Predicted: 4.626565280404408 Movie Vector: [1.8614343055014653, -0.26545382455913497] User Vector: [1.631942277202155, -0.5071475041987257] Predicted: 3.172377583987445 Movie Vector: [1.8300457972115094, 1.1260800821328902] User Vector: [1.8870430172263275, -0.7835276919664895] Predicted: 2.5710602151093482 Movie Vector: [1.2319396138560919, -0.5187593511481646] User Vector: [1.0209946047054783, -1.4908207304681365] Predicted: 2.0311808938859035 Movie Vector: [1.7019005385404729, -0.21587661041379289] User Vector: [1.6900186736095024, -0.062139952541091364] Predicted: 2.8896582530853125 Movie Vector: [0.8969445097030027, -0.7299474740978575] User Vector: [1.182881184044706, 0.38103515082596684] Predicted: 0.7828431377719753 Movie Vector: [2.0794518946261733, -0.36761386342779656] User Vector: [1.6533982561971732, -0.9600073551243423] Predicted: 3.791074149157183 Movie Vector: [2.014219724952961, 0.16175530974484664] User Vector: [1.8620696760304598, -1.1230870954953212] Predicted: 3.568952169695036 Movie Vector: [-0.7982128450950601, -0.3315219710138342] User Vector: [0.3653146587666015, -1.032559424935095] Predicted: 0.050717282614373804 Movie Vector: [1.5264456938766693, 0.9497793913530289] User Vector: [-0.2648435000221275, -0.3863445312046005] Predicted: -0.7712112938600788 Movie Vector: [2.426179772014301, -0.2891358907315381] User Vector: [1.5228345903441607, -0.5270636368349991] Predicted: 3.8470634933251784 Movie Vector: [-0.06221322443349864, -0.15584273486026143] User Vector: [0.7631838490826587, 0.19671498341578716] Predicted: -0.07813672909050803 Movie Vector: [2.2952448602241806, 0.11326013339848778] User Vector: [1.7191048051098383, -0.6696934867872942] Predicted: 3.8699168944654208 Movie Vector: [-0.227249537302201, 0.8240307551448801] User Vector: [2.037751000271576, 0.27141935910907644] Predicted: -0.2394200725012213 Movie Vector: [1.3205264386000322, -1.1715600531669614] User Vector: [1.8722814306236295, -1.1217913089405185] Predicted: 3.7866430151829835 Movie Vector: [1.735076844911528, -0.34576109750290046] User Vector: [1.3322264710708402, -0.1488361442221372] Predicted: 2.3629770507075585 Movie Vector: [2.2426787290098362, 0.20743716472881016] User Vector: [2.1902596438975874, -0.8148328177774591] Predicted: 4.743022104930034 Movie Vector: [0.5567627591430125, -0.6021629203922826] User Vector: [1.7613621785240972, -0.2968084137840844] Predicted: 1.159387887606449 Movie Vector: [2.17397679360958, 0.0795100176135638] User Vector: [2.1800204779105483, -0.9902088542053121] Predicted: 4.660582405132226 Movie Vector: [2.436660137126388, -0.29276321794511734] User Vector: [1.678019043612956, -0.4006675807630447] Predicted: 4.20606284318111 Movie Vector: [2.4766582503354853, -0.3285663804736362] User Vector: [1.9015477164513939, 0.729763644136575] Predicted: 4.469708041200741 Movie Vector: [1.8425961000699638, -0.08361777045953492] User Vector: [2.0440264331207803, 0.6788612943214029] Predicted: 3.7095502662258384 Movie Vector: [1.4374887108342715, -0.17037445781510507] User Vector: [1.7899868753836408, -0.1747222783066574] Predicted: 2.6028541393402125 Movie Vector: [1.6648603908928958, 0.8606346070024767] User Vector: [0.9470721257051283, 0.12590228712827545] Predicted: 1.685098734808562 Movie Vector: [1.6423219990342086, 0.0069050724424303475] User Vector: [1.5944697152819884, -0.4784856143539722] Predicted: 2.615328712371646 Movie Vector: [1.6420226674166303, -0.22471318824300482] User Vector: [2.0443256905682294, -0.5534704544281527] Predicted: 3.481201233908044 Movie Vector: [2.0864399044614497, -0.286389637983562] User Vector: [1.9795983266334463, 0.12214312466632145] Predicted: 4.095332418237764 Movie Vector: [0.447558582230948, 0.11975112021925066] User Vector: [0.3889175009573773, 0.06621358626630669] Predicted: 0.18199251646241138 Movie Vector: [2.334124147837895, -0.4689721542196575] User Vector: [1.625359789243781, 0.23210612013617354] Predicted: 3.684940225830793 Movie Vector: [0.9096134122819499, -0.10204231683333136] User Vector: [1.5478640109866406, 0.18502390592902082] Predicted: 1.3890775967514342 Movie Vector: [0.7319044973773507, -1.210698109266897] User Vector: [1.785629963603561, -0.5498387859138306] Predicted: 1.9725993795206822 Movie Vector: [0.9378945209132661, -0.7996246134580942] User Vector: [1.4040918546779393, -1.0561209594402619] Predicted: 2.161390371318796 Movie Vector: [2.3571679948043234, -0.46568142563895476] User Vector: [1.1306740637119697, -0.4227277449032254] Predicted: 2.862045174440874 Movie Vector: [0.36896591932096706, 1.091757329348257] User Vector: [1.9943297596806717, 0.10075957297105363] Predicted: 0.8458447155028908 Movie Vector: [1.6869984905599358, 0.3413245695061088] User Vector: [1.7535967199027687, -0.4968501955701375] Predicted: 2.7887278404148224 Movie Vector: [0.8054122289421886, 0.6836928123007678] User Vector: [2.195654061032372, -0.10465746396040404] Predicted: 1.696853075418696 Movie Vector: [1.4288871498004552, -1.8169190854941413] User Vector: [1.9817322847309975, -0.4297127893074988] Predicted: 3.6124251641705367 Movie Vector: [1.9045004446173477, -1.1834140038510599] User Vector: [1.7189356559108862, 0.3693172150449404] Predicted: 2.836658556803439 Movie Vector: [2.563286494886468, 1.4535585838519718] User Vector: [0.4053922830887648, 0.07062166532886774] Predicted: 1.1417892922173196 Movie Vector: [1.3445553516367075, -0.165244768309777] User Vector: [1.1404765711632319, 1.251178046234857] Predicted: 1.3266832508094473 Movie Vector: [-2.1285237065654927, -0.04116944189895702] User Vector: [1.434748861316615, -0.5159530780744837] Predicted: -3.0326554640098857 Movie Vector: [1.9279082401580248, -0.30764382266618884] User Vector: [1.5070324980846699, 0.09756690109521493] Predicted: 2.875404516824742 Movie Vector: [0.06276847294804644, 1.3229817834286655] User Vector: [1.0591898715936114, 0.08678553412199723] Predicted: 0.18129941151049758 Movie Vector: [1.53194101101418, 0.5225190788842645] User Vector: [2.037495361996437, -0.1235736744395294] Predicted: 3.056753102251038 Movie Vector: [1.5584916662912323, -0.8626107449779452] User Vector: [2.0476588543634513, -0.17991232960902512] Predicted: 3.3464535686076498 Movie Vector: [1.7003458766658248, 1.229394704500876] User Vector: [2.033582953778608, -0.12490813048157105] Predicted: 3.304232996152217 Movie Vector: [1.311102708524607, 0.4556051466732123] User Vector: [1.6292545524718611, -0.6741271974453681] Predicted: 1.8289842359534052 Movie Vector: [0.9612340134730587, -0.03303671447512721] User Vector: [1.883489768639213, -0.2158002248522243] Predicted: 1.8176037600566246 Movie Vector: [1.9916292745111894, -0.3511550011761496] User Vector: [1.9393158105402744, -1.1701501353810757] Predicted: 4.273302212960419 Movie Vector: [0.4263619386807892, 0.6039519043725095] User Vector: [1.3349856139917027, 0.6381993685773104] Predicted: 0.9546287785140658 Movie Vector: [1.4578253434477817, -1.0813246331555268] User Vector: [1.4386029044940583, -0.7386922717476908] Predicted: 2.8959979230914215 Movie Vector: [2.122640962550153, 0.8389861393562683] User Vector: [1.7698306577401277, 0.24091855651269684] Predicted: 3.9588423805241475 Movie Vector: [2.2887610719363454, -0.25077756410456575] User Vector: [1.7000780790630754, -1.2555813478449565] Predicted: 4.205944158559573 Movie Vector: [1.0365165101592688, -0.6944535393948238] User Vector: [1.7113306830219532, -0.20433590281128472] Predicted: 1.9157242982271263
avg loss: 12.235710573954066: 51%|██████████████████████▉ | 35766/70000 [00:57<00:52, 654.97it/s]
Movie Vector: [1.0453198499588794, -1.5733248369328086] User Vector: [-0.4704313348404361, 0.5075477522893] Predicted: -1.2902886969575365 Movie Vector: [1.4452246547983016, 0.43410752845835554] User Vector: [0.35931533314018527, 1.043136309162827] Predicted: 0.972124703317107 Movie Vector: [1.252088505952212, -1.2111355281947112] User Vector: [2.004444876927848, -1.1816333956828922] Predicted: 3.9408605780290644 Movie Vector: [2.445178651171917, 0.7976989612532802] User Vector: [1.6782431426312931, 0.20471806049377606] Predicted: 4.266907688043377 Movie Vector: [2.325387833030225, 0.4016514740235454] User Vector: [1.6705471162161523, -1.3120995338827468] Predicted: 3.357663226703157 Movie Vector: [0.11075272939551842, -0.02188579766333762] User Vector: [0.9726721431171637, -1.33525667680156] Predicted: 0.13694925211431372 Movie Vector: [-0.1155867398978146, -0.12229950580419782] User Vector: [2.24147653623932, 0.5567092466659883] Predicted: -0.3271702311252263 Movie Vector: [0.8336866246721206, 0.49408933601154303] User Vector: [1.621457882477851, -0.15067707180037562] Predicted: 1.2773398147329524 Movie Vector: [1.7913474517777646, 0.0847503436432318] User Vector: [1.5375411862723805, 0.3640811053383265] Predicted: 2.7851264848238206 Movie Vector: [-0.14344108312708506, -0.639234601616208] User Vector: [0.7049531086943202, 0.30350588739448114] Predicted: -0.29513070248170387 Movie Vector: [1.6347354895226927, -1.0651953999280617] User Vector: [1.2768262401366357, -0.45307509550828434] Predicted: 2.5698866762625743 Movie Vector: [0.1692438101210608, -1.7216881711016958] User Vector: [1.2788000706742737, -0.7984302939108995] Predicted: 1.5910769888196419 Movie Vector: [1.5312856587235264, -0.7797246969459086] User Vector: [1.8791448234511932, -0.5988157368655488] Predicted: 3.344418937769296 Movie Vector: [1.6649889998945826, -0.4470614499947655] User Vector: [2.006219989565695, -0.42997115544837256] Predicted: 3.5325577422061802 Movie Vector: [1.3663118018263716, -0.9933449985140556] User Vector: [1.9635480433697488, -0.5698019655510489] Predicted: 3.2488287977327808 Movie Vector: [1.4668750762939453, -1.389760971069336] User Vector: [2.318897471694368, 0.7039860738000188] Predicted: 2.42316053616591 Movie Vector: [1.0516591289052408, 0.429127614622929] User Vector: [0.7939315175554351, -1.109500813220944] Predicted: 0.3588278907630612 Movie Vector: [2.2576370554527934, 0.2044293368531211] User Vector: [1.8255362001556166, -1.0803193299694147] Predicted: 3.900549207326552 Movie Vector: [1.6317156762681237, 0.10366241766350884] User Vector: [1.03087240784448, 1.0769215537958186] Predicted: 1.7937269600125216 Movie Vector: [1.8224100616329182, 0.09510241095898571] User Vector: [0.7357464603287376, -0.6644211847920576] Predicted: 1.2776436955479458 Movie Vector: [1.7999459956720103, 0.16186693128118998] User Vector: [1.7242089247197228, -0.05644835385291335] Predicted: 3.0943458279371616 Movie Vector: [1.790064029267949, 0.9869104911243] User Vector: [1.6539354743860257, -0.2719482534363022] Predicted: 2.6922618150694295 Movie Vector: [1.7932446747735666, -0.06118060342934208] User Vector: [1.6079715838536826, -0.14644907429477466] Predicted: 2.8924463226698567 Movie Vector: [1.286477563871779, -0.618412713708788] User Vector: [2.234970066756737, -0.4040917371193021] Predicted: 3.1251343145468002 Movie Vector: [2.46555985421429, -0.16958938409136423] User Vector: [2.285617345164895, -0.42843799993953363] Predicted: 5.7079849048654925 Movie Vector: [1.4693852460913401, 0.767791076494054] User Vector: [1.8906554161200972, 0.21780390840960975] Predicted: 2.945329071191981 Movie Vector: [2.1037037909740612, 0.13428125272775707] User Vector: [1.517781024939717, -0.4615426620405693] Predicted: 3.130985169188067 Movie Vector: [0.46207495525527076, -0.4858348891134699] User Vector: [2.170397631540053, -0.12609696871060916] Predicted: 1.0641486952910792 Movie Vector: [1.0361170746202297, -0.6421012825871966] User Vector: [-0.15943377855948843, -0.1987966443563698] Predicted: -0.03754447992145085 Movie Vector: [0.3586290395728352, -0.1924022911898412] User Vector: [1.3746413257073231, -0.32980997856409217] Predicted: 0.5564424939285499 Movie Vector: [1.6724937968002018, -0.5002166990270834] User Vector: [1.7018029035942202, -0.8777639858397677] Predicted: 3.2853270031595296 Movie Vector: [1.887395185154913, 0.9709068209338276] User Vector: [1.5548080114352807, -1.1901781253028867] Predicted: 1.778985094640425 Movie Vector: [2.1500736291339075, 0.13894331056090936] User Vector: [1.0598207250364258, -0.4157147688865872] Predicted: 2.2209318062722314 Movie Vector: [1.6279986042245154, -0.44042481295936864] User Vector: [1.6561092201282874, -0.13631985743910657] Predicted: 2.7561821465274687 Movie Vector: [1.8100662219973256, -0.544121503941589] User Vector: [-0.04174259551114385, 0.2712276553773725] Predicted: -0.22313766190770562 Movie Vector: [0.7463511265163424, 0.5371320490795647] User Vector: [1.741612902886149, 0.25109912243302757] Predicted: 1.4347281381790071 Movie Vector: [2.941121699249217, 0.12304327077809554] User Vector: [0.5600337939938637, -1.4391964827432429] Predicted: 1.4700441012991587 Movie Vector: [0.5288655741619097, 0.19966846871388705] User Vector: [0.885339160918062, -0.5017688092993038] Predicted: 0.3680379938657718 Movie Vector: [2.115249965765267, -0.0603166222114144] User Vector: [1.8163432835375684, -0.6091142978426998] Predicted: 3.8787597853073628 Movie Vector: [2.682212242940265, 0.22536665044710075] User Vector: [0.5676342620626775, -0.9007322644555751] Predicted: 1.3195205538268913 Movie Vector: [1.6281177369075082, 0.5318010280637532] User Vector: [1.7326974362771401, -0.6067291258533762] Predicted: 2.4983762558119307 Movie Vector: [0.7359087540108976, -0.38554769302122704] User Vector: [-1.0068165105032518, -0.48482613870798313] Predicted: -0.5540014844667955 Movie Vector: [1.545846663241177, 0.3813174094860422] User Vector: [1.9350308111520735, -0.2844665044414464] Predicted: 2.8827888921291387 Movie Vector: [0.05685291937689267, -0.6031517178242766] User Vector: [0.7174605857567562, -1.4621020918281447] Predicted: 0.9226591171587406 Movie Vector: [1.587520903927488, 1.6118558309348576] User Vector: [2.09244160917431, -0.3427064074219193] Predicted: 2.769401473710131 Movie Vector: [2.4765670972123703, -0.5453819169484821] User Vector: [0.9800546119932029, -0.12740645469517153] Predicted: 2.496656182026865 Movie Vector: [1.2040385146563435, -0.7454167218302461] User Vector: [1.6659983801884102, 0.4153569967832827] Predicted: 1.6963121641704768 Movie Vector: [1.198640320207512, 0.09910216429579026] User Vector: [1.6951378928481062, 0.29657821152042024] Predicted: 2.0612521693239896 Movie Vector: [2.520076075613526, 0.22564386776627418] User Vector: [1.3819642406755956, -0.1587477431558222] Predicted: 3.4468345655151347 Movie Vector: [2.1078419681192373, -0.30517398713594956] User Vector: [2.073690910546491, 0.06783363396378284] Predicted: 4.350311669618641 Movie Vector: [1.3072832995375325, 0.20692495226788737] User Vector: [2.1884775631581257, -0.848084339967113] Predicted: 2.685470358162376 Movie Vector: [1.483699800670236, -0.22555800675063975] User Vector: [1.9276569228297176, 0.029808381582930858] Predicted: 2.853340673028744 Movie Vector: [0.9987430681619914, 2.875955138523465] User Vector: [1.191245521504617, -1.0972035685019723] Predicted: -1.9657600337577772 Movie Vector: [1.0900767619171712, -0.8599147106292211] User Vector: [1.5121830914804189, -0.6841522500738333] Predicted: 2.2367082319354434 Movie Vector: [2.0471259122879113, -0.39433851962072597] User Vector: [1.7649419392090075, 0.106768159426831] Predicted: 3.570955579507429 Movie Vector: [1.6430381846565842, -0.3122614635446753] User Vector: [1.521024343660075, 0.24093067000999563] Predicted: 2.4238677127956016 Movie Vector: [1.806214411351777, 0.08827075605432919] User Vector: [1.7864509490874032, -0.3155944608054524] Predicted: 3.1988556877528715 Movie Vector: [0.25996329942880775, -2.6392135736647835] User Vector: [2.2137677754439795, 0.5273912837689231] Predicted: -0.8163998596818485 Movie Vector: [1.586722587898482, -0.7973904485043737] User Vector: [1.4144238500388315, -0.45454492964276616] Predicted: 2.6067480570321835 Movie Vector: [1.549752846202739, 0.19473335907882142] User Vector: [1.7791229580126615, -0.44311030332515455] Predicted: 2.6709125101158158 Movie Vector: [1.5164943180899726, -0.02257462586652246] User Vector: [0.947977095307655, -0.47812041724279597] Predicted: 1.448395268251897 Movie Vector: [0.5091097508950697, -0.1283762106170919] User Vector: [1.4416487394613333, -0.8073395221052962] Predicted: 0.8376006191546426 Movie Vector: [-0.5907726287841797, -0.5184459686279297] User Vector: [1.6585122058372928, -1.13683099879949] Predicted: -0.3904181673742876 Movie Vector: [2.0565765700110186, -1.517452658618297] User Vector: [1.6388893298639697, -0.6304602967153106] Predicted: 4.327195050043228 Movie Vector: [1.0430065719017394, -0.6952284642171305] User Vector: [1.3482291968031503, -0.5972967631220546] Predicted: 1.8214696240026984 Movie Vector: [0.6308777757623305, 0.773029654147785] User Vector: [-1.3363904174397645, -0.4253366851425537] Predicted: -1.1718968847166047 Movie Vector: [1.7499841400752947, -0.7204639689977982] User Vector: [1.9136136228655094, -0.16688589324290204] Predicted: 3.469028763262192 Movie Vector: [1.9971088567494513, -0.5622253666838877] User Vector: [1.6952110155524969, -0.323591704669671] Predicted: 3.5674523980328936 Movie Vector: [2.3683963748889516, 0.16359470595663578] User Vector: [1.869731880975765, -0.5124015127487669] Predicted: 4.344440034107433 Movie Vector: [1.0681926540332454, -0.6747842308375143] User Vector: [1.9695528480887823, 0.8379560889438882] Predicted: 1.5384223291050803 Movie Vector: [1.2555462763521337, -0.25611494842474375] User Vector: [1.9836309781055135, 0.09021544373428678] Predicted: 2.4674349644979956 Movie Vector: [1.8789717134632662, 0.33488329434812136] User Vector: [-0.9089360036138181, -1.1459557002651495] Predicted: -2.091626460220511 Movie Vector: [1.6824721901868744, -0.3060151063360007] User Vector: [1.7997116522734462, 0.3052242462923895] Predicted: 2.9345615751198526 Movie Vector: [2.486739725346753, 0.13021432761933568] User Vector: [2.6867149921685494, -1.205009465005215] Predicted: 6.5242514044496325 Movie Vector: [1.0967828472761836, -1.3377241424353663] User Vector: [1.4461253840845394, 0.1975273854198036] Predicted: 1.321848364006399 Movie Vector: [2.421100155249636, -0.28904789640630346] User Vector: [2.0860984478411972, -0.9388399882165709] Predicted: 5.322022999590466 Movie Vector: [1.1069688343477788, -0.6669745340189995] User Vector: [1.790816179792193, 0.3380826622215911] Predicted: 1.7568851729805577 Movie Vector: [0.2314316297592997, -1.3990345976295449] User Vector: [1.6933906304277677, 0.6871707767266947] Predicted: -0.5694715377015869 Movie Vector: [2.0804107763546096, -0.6359248586870956] User Vector: [2.2411599058315037, 0.235111005589275] Predicted: 4.513020286620602 Movie Vector: [1.8316896563625813, 0.2719353132782212] User Vector: [1.8281480495741145, 0.18514222327508706] Predicted: 3.39894658119167 Movie Vector: [1.988933355120582, 0.2504937613684393] User Vector: [0.02578712884341991, 0.1402760723931658] Predicted: 0.08642716169322548 Movie Vector: [2.587816709057457, 0.10305369577039782] User Vector: [1.5049492041639925, -0.4100194807946292] Predicted: 3.8522786739845554 Movie Vector: [1.1140169816553893, 0.08508820028906716] User Vector: [-0.184972379692744, 1.4265813492079902] Predicted: -0.08467713254486815 Movie Vector: [2.2739796484622543, 0.7768154987186201] User Vector: [1.8044657969910878, 0.09915466605354523] Predicted: 4.180343380064619 Movie Vector: [2.3908704296669683, -0.27544313329495945] User Vector: [1.5781256598807756, -0.5840852541210088] Predicted: 3.9339762470140913 Movie Vector: [1.9125434422968581, 0.013706806903628438] User Vector: [1.3127336873440005, 0.2753591521847697] Predicted: 2.514434499940086 Movie Vector: [1.6876737879643635, 0.16212018230714828] User Vector: [1.3498589309610187, -1.0100065624622345] Predicted: 2.114379087194715 Movie Vector: [2.2730056202098257, -0.23914148011623965] User Vector: [1.373709480154051, -0.5671870285445906] Predicted: 3.2580873144345612 Movie Vector: [0.8366334532798256, 0.10821778196144909] User Vector: [1.7465922749533778, -0.40249742226087276] Predicted: 1.4177001481838387 Movie Vector: [1.8017893670576426, -0.28141196027393683] User Vector: [1.6211148994345346, -0.5358445727722615] Predicted: 3.0717006602058565 Movie Vector: [0.3513619893011706, 0.3517143768125783] User Vector: [1.801998148654186, -0.2807819752167399] Predicted: 0.5343985967946008 Movie Vector: [1.3683208470795458, -0.6176346937615924] User Vector: [1.656797778474961, -1.0493659697169824] Predicted: 2.9151557690323533 Movie Vector: [1.1253030364490368, -1.2970506636830443] User Vector: [1.541793956138224, -1.239259755775461] Predicted: 3.3423681091253656 Movie Vector: [1.9612932015601265, -0.04419613351583624] User Vector: [1.041820179292384, -0.3194610748549861] Predicted: 2.0574337792117086 Movie Vector: [0.9817231580027279, -0.3978244683826398] User Vector: [1.1217205215160395, 0.3610478211937217] Predicted: 0.9575853552520905 Movie Vector: [1.0969047004151113, 0.44486526832542517] User Vector: [2.1777777553694295, -0.4096744589362866] Predicted: 2.206564718223433 Movie Vector: [1.3213947389675977, 0.0670108706939713] User Vector: [1.7827154225374118, 0.4121947966905503] Predicted: 2.383292312639092 Movie Vector: [1.5234670941207302, -0.9856359861794179] User Vector: [0.09985935232156834, -0.7906901807480508] Predicted: 0.9314651333661051 Movie Vector: [2.575819054729684, -0.03093075005139766] User Vector: [1.7861357951660888, -0.08594395523778153] Predicted: 4.603420926521455 Movie Vector: [2.020819507101631, 0.08075650772701681] User Vector: [1.6968031405516266, -0.478055357854221] Predicted: 3.390326804937541 Movie Vector: [1.4074226057657115, -1.5179918799629972] User Vector: [1.053632890008143, 0.8615089438513394] Predicted: 0.17514316629388715 Movie Vector: [0.9594765543830897, -0.6353946029860907] User Vector: [1.737379093460442, 0.28928850299582975] Predicted: 1.4831621527411651 Movie Vector: [1.807882402810504, -0.4325949993913781] User Vector: [1.3359783490171395, -1.0201086369134837] Predicted: 2.8565856428886445 Movie Vector: [1.570629239388404, 0.9297475896193667] User Vector: [1.255441091355431, -0.8552123199119072] Predicted: 1.1767008933616463 Movie Vector: [2.013295676830734, -0.8732189627128942] User Vector: [1.5750697429682117, -0.29836456273328416] Predicted: 3.4316186982050407 Movie Vector: [2.3326924639082494, -0.18838172459639557] User Vector: [2.2903666834531298, 0.5202126245317462] Predicted: 5.244722550711539 Movie Vector: [2.31532268169577, -0.46247021876887223] User Vector: [2.3282907239674775, -0.8107377741793793] Predicted: 5.765686398572693 Movie Vector: [3.030081956005337, -0.10557023433611007] User Vector: [0.3890371870850573, 0.061347208402832615] Predicted: 1.1723381216345516 Movie Vector: [1.9964519648599746, -1.027650387065657] User Vector: [1.6943068811334987, -0.31921894413505336] Predicted: 3.7106477734138266 Movie Vector: [1.5539385841131128, -0.4515149761512817] User Vector: [2.14815288533821, -0.854467181418584] Predicted: 3.7239023821412207 Movie Vector: [1.093687125393894, -0.5664744520650975] User Vector: [1.809359907240511, -0.2734128333850247] Predicted: 2.133755020732185 Movie Vector: [2.7762247234912047, 0.076185954084584] User Vector: [0.8385494393245342, 0.07458358270906883] Predicted: 2.3336839067301964 Movie Vector: [1.9566540969475859, 0.3760793912495157] User Vector: [1.0710384527306678, -0.8722167853553263] Predicted: 1.7676290188498238 Movie Vector: [1.034341563455144, -0.3808881992506401] User Vector: [1.0538620844904432, -0.47969662757683323] Predicted: 1.2727641408022872 Movie Vector: [1.6305798298052088, -0.14479615296248535] User Vector: [1.768395701093505, -0.3414035818947856] Predicted: 2.9329442865832878
avg loss: 12.20899399311155: 51%|███████████████████████▌ | 35898/70000 [00:57<00:54, 629.68it/s]
Movie Vector: [1.822512161676464, 0.1098080121672563] User Vector: [2.0932342384094214, -0.2788799934387414] Predicted: 3.7843215990260153 Movie Vector: [2.611839095331743, -0.3721959033710839] User Vector: [1.5238960934767678, -1.1582629551594303] Predicted: 4.411272121102765 Movie Vector: [0.33090684241280743, -0.7676156824651827] User Vector: [1.8767577896606773, 0.13625925812920622] Predicted: 0.5164372507292044 Movie Vector: [2.3394159018104745, 0.17153682771039064] User Vector: [1.3784482832428804, -0.47334219312026016] Predicted: 3.143568215412415 Movie Vector: [1.8219300647183294, -0.7369111475999998] User Vector: [1.7709282004859328, -0.7076891301654797] Predicted: 3.7480113399771398 Movie Vector: [1.0263283108496193, -0.09897561448145425] User Vector: [2.051014200797588, -0.9346513850383976] Predicted: 2.197521635393288 Movie Vector: [0.7828719899354861, -1.231954923371176] User Vector: [1.5359658203071134, -0.28140416929624984] Predicted: 1.549141870038412 Movie Vector: [1.0284250023124846, -0.10067429375210851] User Vector: [1.6469269614153277, -0.6352726802124029] Predicted: 1.7576964925224443 Movie Vector: [1.1769943831902177, -0.5434533453187875] User Vector: [1.5728706555202694, 0.18221860874454165] Predicted: 1.7522326145305165 Movie Vector: [2.2279483361247028, 0.13947612892062528] User Vector: [0.19078165748621773, 1.452040806695913] Predicted: 0.6275767071122595 Movie Vector: [2.002970939037818, -1.204288309231944] User Vector: [1.9431843791519372, -0.28245524582071263] Predicted: 4.232299391056694 Movie Vector: [2.2570514556352443, -0.232554210152176] User Vector: [2.1026183285742133, -0.32999422280636204] Predicted: 4.822459304993288 Movie Vector: [2.075152252487643, -0.30624331824660644] User Vector: [2.1708159134218143, -0.20377911699292256] Predicted: 4.567179525450575 Movie Vector: [1.854290181601312, -0.2267449849733418] User Vector: [0.532425055368414, -0.9740752042535223] Predicted: 1.2081372201595548 Movie Vector: [-0.01696331214389571, -0.016815351600723658] User Vector: [1.673971300759511, -0.1411521119021373] Predicted: -0.026022575303887577 Movie Vector: [1.68974938147569, -0.23763447874016042] User Vector: [1.646949595568214, 0.6582060873341771] Predicted: 2.62651959996577 Movie Vector: [2.55447654384714, 0.2216922483720415] User Vector: [2.1001370894196065, -0.42508026919088354] Predicted: 5.270513933170268 Movie Vector: [2.3198495431115904, 0.07799070061048334] User Vector: [1.6788670152734027, -1.2532572699958253] Predicted: 3.7969764657949665 Movie Vector: [-0.10785695780053933, -0.6035553243318946] User Vector: [1.6389583397104182, 0.1517039575529536] Predicted: -0.2683347917862935 Movie Vector: [1.1528421420517638, -0.11918834506267062] User Vector: [2.004719153377663, -0.7111181636015216] Predicted: 2.3958817200557743 Movie Vector: [2.079652837444659, -0.23754015297402464] User Vector: [0.9715875846542436, 0.22905515099161564] Predicted: 1.9661550816461633 Movie Vector: [0.3887219866935021, 0.9897260927617821] User Vector: [1.6206358880226102, -0.02930793221253519] Predicted: 0.6009699768632975 Movie Vector: [1.932930552676066, -0.9566832361783898] User Vector: [2.0097225104252394, -0.5198811214284951] Predicted: 4.382015596478052 Movie Vector: [0.7546583308472425, 0.23394941151331633] User Vector: [1.7044196808550962, -0.640900741483251] Predicted: 1.136316160108842 Movie Vector: [2.3074697669504776, -0.19411057381384444] User Vector: [1.8747122224896777, 1.0295217620778576] Predicted: 4.126000715136695 Movie Vector: [2.6750723055027, -0.0896342086974312] User Vector: [1.9007215153596162, 0.10712788509549492] Predicted: 5.0749651630016706 Movie Vector: [1.7272242629516592, -0.5284458388496269] User Vector: [1.4215857446079168, -0.3701132780949809] Predicted: 2.650982211665282 Movie Vector: [2.2715299315355093, 0.04170964808321022] User Vector: [2.1636255793552275, -0.24409884096577913] Predicted: 4.9045589873870545 Movie Vector: [1.804011826070927, -0.5047823207466909] User Vector: [0.7653866237150467, -1.0025620440363372] Predicted: 1.8868421159796513 Movie Vector: [1.8027448285273304, -0.29471548997794594] User Vector: [1.6584522774543125, 0.2254571783911694] Predicted: 2.9233205437415366 Movie Vector: [1.616909740434042, -0.4367571489455939] User Vector: [1.4405880723298925, 0.2762754583601103] Predicted: 2.2086356045863047 Movie Vector: [1.988819525184306, -0.9711407652911638] User Vector: [1.8551585227096334, 0.7559427234247246] Predicted: 2.955448697334018 Movie Vector: [1.5837818346409944, -0.9090450821802918] User Vector: [1.3827847931097623, 0.52882414683091] Predicted: 1.70930444653022 Movie Vector: [2.1815522411915724, 0.2670929351679888] User Vector: [1.7977586404902914, 0.1348421695239459] Predicted: 3.9579197821256797 Movie Vector: [1.7732664925192432, -0.350027639282817] User Vector: [0.36553824861370543, 0.062165928317702825] Predicted: 0.6264369348679821 Movie Vector: [2.030105532431697, -0.5685239633980969] User Vector: [1.7555907805222535, -0.8938510973711177] Predicted: 4.072210324789474 Movie Vector: [1.540056927412832, -0.4754587692808791] User Vector: [1.2822039179694413, -0.2899677548156817] Predicted: 2.1125347380605164 Movie Vector: [2.238554268587373, -0.8468192199141579] User Vector: [1.7128384303583484, 0.16802318931837365] Predicted: 3.6919965135731028 Movie Vector: [1.5481036363710852, -0.7849797071241176] User Vector: [1.0084165879276554, -1.1126037339358377] Predicted: 2.434504739957879 Movie Vector: [2.523807432323567, 0.06465604878507436] User Vector: [0.8991952072856808, -1.1431172145762298] Predicted: 2.195486104864633 Movie Vector: [2.0345220400297106, -0.7984868780711868] User Vector: [1.083036342864166, 1.3926014672529925] Predicted: 1.0914873117261243 Movie Vector: [1.3623914918463387, -0.39030502325908656] User Vector: [1.5523157868767683, -0.9667997967541027] Predicted: 2.4922086378586537 Movie Vector: [1.2488183082381508, -1.1290848139134848] User Vector: [1.6300971664707509, -0.547514047758298] Predicted: 2.653884982424003 Movie Vector: [0.87711684100155, -0.14387516596688585] User Vector: [1.6835125969691391, -0.939829772792841] Predicted: 1.6118554153810773 Movie Vector: [1.8553122246915748, -0.8213080618442813] User Vector: [2.1803536489915487, -0.25344677396561177] Predicted: 4.253394657831286 Movie Vector: [1.5335637657206334, -0.47399035424084107] User Vector: [1.8708124323832622, -0.8134247860254312] Predicted: 3.254565661239128 Movie Vector: [1.5393056419431357, -1.083003044651727] User Vector: [1.8269198192168628, 0.19791584623464378] Predicted: 2.597844521041308 Movie Vector: [1.948050494898181, 0.4256295396221136] User Vector: [1.6431302016395493, 0.1943930069697018] Predicted: 3.283640008548344 Movie Vector: [1.7698178223949932, 0.11140401854611993] User Vector: [1.9372334384140102, -1.0702051301292155] Predicted: 3.3093251132795807 Movie Vector: [0.9177339003532305, -0.3580923053488557] User Vector: [1.9921684325752627, 0.13403483130198154] Predicted: 1.780283664049906 Movie Vector: [0.1562071050338353, -0.8056241122174479] User Vector: [1.134256917248069, -0.509301396600926] Predicted: 0.5874844748956507 Movie Vector: [1.322396529680352, -0.6508413863553135] User Vector: [1.5325194919685203, 1.0054014695908986] Predicted: 1.3722415715344571 Movie Vector: [2.6242458575733036, -0.2611187750109979] User Vector: [1.9599566166064502, 0.9898964369748283] Predicted: 4.884927487142246 Movie Vector: [1.8685414026459, -0.31148729543219933] User Vector: [-0.9845393319641327, 0.25593950401638343] Predicted: -1.9193744082086397 Movie Vector: [2.1360160874850598, -0.4986298212949496] User Vector: [1.0088107160154598, 0.19910311232358485] Predicted: 2.055557169319167 Movie Vector: [1.646169109007064, -0.44192048763556047] User Vector: [1.7469082793359973, -0.7207967532017291] Predicted: 3.194241298372639 Movie Vector: [2.3736752560224033, 0.36372503388581134] User Vector: [0.8566347585760743, -1.6077037337770737] Predicted: 1.448610634834341 Movie Vector: [2.637288677720799, -0.07960891625706198] User Vector: [2.3953645993413226, 0.5203634096981967] Predicted: 6.275842369750185 Movie Vector: [0.010743124259965334, -1.0118467947860426] User Vector: [1.2744049723378303, -0.28756000155299977] Predicted: 0.30465775685541524 Movie Vector: [1.803075147503789, -0.72372498044569] User Vector: [1.4324083779004657, -0.29364407421999905] Predicted: 2.7952574991414068 Movie Vector: [2.1228137481871556, -0.37272546943239315] User Vector: [0.6728864478911143, 0.11097267220443799] Predicted: 1.3870502612105113 Movie Vector: [2.217916954054306, 0.7424699283984164] User Vector: [0.5660604743440265, 0.9658788670935561] Predicted: 1.9726111363601349 Movie Vector: [2.2974839862946457, -0.29643999462218235] User Vector: [1.8192506085778792, 0.4287258597557536] Predicted: 4.05260764870408 Movie Vector: [2.0870930330795714, -0.34339072144617194] User Vector: [1.67166138931204, -0.1434418754121331] Predicted: 3.53816944838464 Movie Vector: [2.0462764737055057, 0.8285910078555099] User Vector: [1.2608921562690787, -0.34053848055374797] Predicted: 2.297966832437608 Movie Vector: [1.8678340321851508, -0.6194723570967843] User Vector: [1.0109871613698551, -0.2302761907842034] Predicted: 2.0310059607972355 Movie Vector: [2.1295237497406747, -0.6307726156319563] User Vector: [1.7860114240710052, 0.0928504570808978] Predicted: 3.744786219191829 Movie Vector: [2.250486530882247, -0.09608538051051382] User Vector: [1.1137577524051658, -0.7982711648369971] Predicted: 2.583199009077444 Movie Vector: [0.3706145148876995, -0.29029542046210843] User Vector: [1.838251880756429, -1.583439865739671] Predicted: 1.1409481706293074 Movie Vector: [1.3922847172442094, 0.7899091653242102] User Vector: [2.261518104012402, -0.7098852061014442] Predicted: 2.587932263359971 Movie Vector: [-0.4206857482624918, -1.1203896845320753] User Vector: [1.673475912472461, 0.1231291310587493] Predicted: -0.8419600747413541 Movie Vector: [1.2327931434076445, -0.42439772553585176] User Vector: [2.0961160895780786, -0.41540347507712677] Predicted: 2.7603738330207204 Movie Vector: [1.272575739802122, -1.036367394732548] User Vector: [0.8580508109968559, -0.004108817957066892] Predicted: 1.0961928905537304 Movie Vector: [0.4648428242298327, 0.6771729043452801] User Vector: [1.3855980687432925, 0.2864377594431189] Predicted: 0.8380532089982855 Movie Vector: [0.2519781067188161, 0.12122111583704108] User Vector: [1.0699761017999496, 0.31412874329429435] Predicted: 0.30768958914455236 Movie Vector: [1.975850721660084, -0.7717510752855358] User Vector: [2.3802671526532104, -0.7168775386523819] Predicted: 5.256303582616663 Movie Vector: [1.7795305090859286, 0.4934561102290597] User Vector: [1.8061634994650877, -0.3947919381446064] Predicted: 3.0193105575489008 Movie Vector: [1.2342639821743149, -1.1255574292604158] User Vector: [2.035581619873439, 0.04813412837794861] Predicted: 2.4582673503890584 Movie Vector: [2.067375646183944, -0.23730933702757193] User Vector: [2.06526438304448, -0.7027829521525035] Predicted: 4.436454244886857 Movie Vector: [1.0832277214779364, -0.18994762894929706] User Vector: [0.16140933364987364, 1.9489909791830615] Predicted: -0.19536315062456672 Movie Vector: [1.57486297311408, -0.30149634156872074] User Vector: [2.082660260587014, -0.5587165960434803] Predicted: 3.4483555396554473 Movie Vector: [2.3041551400247147, -0.7092930943391309] User Vector: [1.5931451812741257, -1.2837976322667406] Predicted: 4.581442453334109 Movie Vector: [0.8818131590435662, 1.0592057482412638] User Vector: [1.8695060636720457, -0.8534340185499032] Predicted: 0.7445928296650502 Movie Vector: [0.9590013006897213, 0.5291151518331432] User Vector: [2.3977852204223074, -0.644725545370294] Predicted: 1.9583450903302737 Movie Vector: [1.7242784184279605, -0.35619146494311255] User Vector: [1.618949019367506, -0.27470766052942525] Predicted: 2.8893673786655723 Movie Vector: [1.606574419629499, 0.24529305119439324] User Vector: [1.8460094809921523, 0.0435399981001697] Predicted: 2.9764316695385085 Movie Vector: [0.2540702321404997, -0.2842076813164221] User Vector: [2.0318557067727947, -0.9009180604291726] Predicted: 0.7722818841064264 Movie Vector: [1.4373943532528186, -0.2325884078941964] User Vector: [1.934634945384843, -0.2175580367661206] Predicted: 2.8314348234977675 Movie Vector: [1.1363009003189863, 0.4725923877779787] User Vector: [0.010506065973598933, 0.7313283077997378] Predicted: 0.3575582434573178 Movie Vector: [1.5636730082365864, 0.23593922845372586] User Vector: [1.9683685032295133, -0.843111613000274] Predicted: 2.878961595291379 Movie Vector: [1.464558139493916, -1.0847817820261403] User Vector: [1.9441059734405126, -0.9109088111851475] Predicted: 3.835393510901783 Movie Vector: [0.9622975739433148, -1.463084645764184] User Vector: [1.922255131507404, -0.8293245769085961] Predicted: 3.0631535043795073 Movie Vector: [1.2329063870326826, -0.27606018299303586] User Vector: [1.0842770129486694, -0.666399816035623] Predicted: 1.5207785097384527 Movie Vector: [1.595076932219481, -0.41008491823204163] User Vector: [0.9547036637291597, -0.6438213780311438] Predicted: 1.786847228285749 Movie Vector: [1.426007338541928, -0.04276011601926312] User Vector: [1.1060419492529683, -1.7426774394431097] Predicted: 1.6517410258646914 Movie Vector: [1.875193385389383, -1.2746128203928941] User Vector: [1.4471156714935227, -0.26665096375047226] Predicted: 3.053498472044442 Movie Vector: [1.7957833918661998, -0.6715860869928724] User Vector: [1.8477133734496287, 0.04380014974624027] Predicted: 3.288677417792133 Movie Vector: [0.7201660305063684, 0.04877590692536759] User Vector: [1.4070468309057256, -0.00141630261224307] Predicted: 1.013238249505549 Movie Vector: [1.397862856501464, -0.412396989616115] User Vector: [1.1925601728647066, -1.7452717664002215] Predicted: 2.3867803923159894 Movie Vector: [0.9217019423515168, -0.6416843995002738] User Vector: [0.8601364686906812, -0.019240346587996587] Predicted: 0.8051356841260712 Movie Vector: [1.0121191587000637, -1.2467626794556528] User Vector: [-0.030335157806687385, 1.438392482363639] Predicted: -1.8240368598188963 Movie Vector: [1.6026296871317338, 0.41683232968280165] User Vector: [1.9590042111531616, -0.7459317077749528] Predicted: 2.828629854474036 Movie Vector: [1.8807308938187064, -0.7396444277809049] User Vector: [1.817240956725027, -1.0532676561850742] Predicted: 4.196784761684565 Movie Vector: [1.3394260597479157, -1.0001894950902157] User Vector: [1.893213580809385, 0.4429811556100942] Predicted: 2.092754508440616 Movie Vector: [2.3341621722597656, -0.733473537771098] User Vector: [2.253349922364138, -0.33217338987370415] Predicted: 5.503324541070935 Movie Vector: [0.6559182153299934, -0.5419074850321413] User Vector: [2.0755265932845406, -0.9675602406982933] Predicted: 1.885703835591042 Movie Vector: [1.920438802782346, -0.0070428653381318105] User Vector: [2.1187492861859067, 0.2503588837648797] Predicted: 4.067165098654252 Movie Vector: [1.4059205578275762, -0.579102800323799] User Vector: [1.9423533946026004, -0.3796400756926739] Predicted: 2.9506451989867406 Movie Vector: [1.8165222842943296, -1.114702972223659] User Vector: [-0.994583997972052, 0.6602811949699127] Predicted: -2.5427014064551297 Movie Vector: [1.8706176755875552, -0.2132188805648796] User Vector: [0.811472066178237, 0.8249676738797507] Predicted: 1.3420553063117113 Movie Vector: [1.7098380516975544, 0.10529660570052546] User Vector: [2.180595593591608, -0.3702939089209411] Predicted: 3.689474629565993 Movie Vector: [1.8129900900855493, 0.7841374319284786] User Vector: [0.2416698684276852, -0.8824371888930052] Predicted: -0.253806954605075 Movie Vector: [1.9944873535192706, -1.1640801128634126] User Vector: [1.996877294987608, 0.23107863937950596] Predicted: 3.713752462773335 Movie Vector: [1.5512603307252189, -0.40228226534526734] User Vector: [2.121212348453502, -0.029954760318683736] Predicted: 3.302602838039272 Movie Vector: [1.8330645707771254, -0.389811351152967] User Vector: [1.396756732190893, -0.3134579448771807] Predicted: 2.6825347447957655 Movie Vector: [1.5888002660674498, -0.1289256068723909] User Vector: [1.0769996194558038, 0.07428577530811915] Predicted: 1.701559943282338
avg loss: 12.183307370161728: 51%|███████████████████████▏ | 36041/70000 [00:57<00:50, 668.17it/s]
Movie Vector: [-0.203875212866854, 0.9874525152165851] User Vector: [2.211233490642595, -0.20974379401782148] Predicted: -0.6579277355570429 Movie Vector: [0.341681254839222, -1.1664693028573685] User Vector: [1.899710316112912, -0.34279862460010047] Predicted: 1.048959477298219 Movie Vector: [1.239777157080358, 0.23308510269999952] User Vector: [1.2701112331775497, 0.1480727816853425] Predicted: 1.609168453370893 Movie Vector: [1.3041161429560753, -0.7767685664146299] User Vector: [1.4426012723527448, -0.2635824210252048] Predicted: 2.086062146436034 Movie Vector: [1.5283863559422828, -0.7632252853000695] User Vector: [1.6351821452599542, -0.7234881427719783] Predicted: 3.051374524474107 Movie Vector: [1.6808768358659552, -1.3954458292811636] User Vector: [1.8076329976161183, -0.3455128994257186] Predicted: 3.5205529679063337 Movie Vector: [2.381202138330599, -0.15361951604251786] User Vector: [1.7059279462538188, 0.20811368577113892] Predicted: 4.030188949767534 Movie Vector: [1.541346777837837, -0.8528148148783203] User Vector: [1.6804548720591563, -0.7165575392945508] Predicted: 3.2012545875734224 Movie Vector: [0.6766979119228107, -0.2881520400769231] User Vector: [1.5492779713793616, -0.23789349710700636] Predicted: 1.1169426647328398 Movie Vector: [1.8428281052796502, 0.10710133457007366] User Vector: [1.8165205915892755, 0.5016123428897203] Predicted: 3.4012585513602445 Movie Vector: [0.6348088968983627, 1.2921046900920763] User Vector: [1.655424313405451, -0.3979528378149567] Predicted: 0.5366813541154868 Movie Vector: [0.5710545625544712, -0.529381704482446] User Vector: [1.554921148667881, -0.33048332534758573] Predicted: 1.0628966424347643 Movie Vector: [0.6955036471636614, -1.856096414084559] User Vector: [1.694316206583095, 0.116942636664064] Predicted: 0.9613462925612795 Movie Vector: [1.3885289160213257, -0.7781375964143327] User Vector: [1.7026930766255006, 0.20832237830452935] Predicted: 2.2021350972706184 Movie Vector: [2.5869707116517864, -0.5597343141813786] User Vector: [2.036059538913322, -0.7143583372119112] Predicted: 5.667077268307063 Movie Vector: [0.9087142174071694, -0.635838484992633] User Vector: [2.2677144866972867, -0.57528490833514] Predicted: 2.426492679636967 Movie Vector: [1.791541765996766, -0.19695298653400842] User Vector: [1.3819451880121179, 0.5011456728609952] Predicted: 2.377110385683394 Movie Vector: [0.08762610666269871, 0.6764075559676922] User Vector: [2.1264221179561127, -0.2532439011437148] Predicted: 0.01503400308160005 Movie Vector: [2.2122124365918205, 0.15528780338040327] User Vector: [2.018058035069315, -0.1135976239141347] Predicted: 4.446732757457532 Movie Vector: [2.473689965744123, -0.4787634277129989] User Vector: [1.489508312670733, -0.10934801608122974] Predicted: 3.7369335979387177 Movie Vector: [1.6308996310528379, -0.4356201052613496] User Vector: [1.9255136687519172, -0.453203190201407] Predicted: 3.337743953375014 Movie Vector: [0.8942011891746844, -0.005107892492551579] User Vector: [1.8846960046901966, -0.3730152142519483] Predicted: 1.6872027302392354 Movie Vector: [1.5826841766900408, -0.05595805144479094] User Vector: [2.095393847447605, -0.3722621512748205] Predicted: 3.337177750900975 Movie Vector: [0.2838351175204106, 0.0872767339068106] User Vector: [1.8074774710434698, -0.34668409020495833] Predicted: 0.4827681253185748 Movie Vector: [1.2694514837667035, -0.1139892472176858] User Vector: [2.026525149286526, 0.2506970992686316] Predicted: 2.543998584027032 Movie Vector: [0.4251467509055904, -0.22979687264218301] User Vector: [2.216942285421945, -0.393790727957599] Predicted: 1.033017687352499 Movie Vector: [1.5806280793628382, -0.4621312120510497] User Vector: [1.877281915416981, -0.22684928264848805] Predicted: 3.0721186423313895 Movie Vector: [0.8501731985990996, -0.26815719103414654] User Vector: [1.5970210128031317, 0.4340998210994026] Predicted: 1.2413374740303706 Movie Vector: [2.1852167485918828, -0.8520514356685065] User Vector: [1.863904415667227, -0.25280168928957536] Predicted: 4.288435189188998 Movie Vector: [2.0244008023110456, -0.5656194258856401] User Vector: [1.9922198694837405, -0.17016387001089658] Predicted: 4.129299492624933 Movie Vector: [1.6178300669529575, -0.4032223317627732] User Vector: [1.6247979609964118, 0.4726696796448203] Predicted: 2.4380560236439064 Movie Vector: [0.7167837885871097, -0.4417649943058026] User Vector: [1.7525467086088236, 0.1803841878092355] Predicted: 1.1765096497720982 Movie Vector: [0.8317478782327424, 0.5838641317988837] User Vector: [1.9800169925781528, -0.5390662707011195] Predicted: 1.332133472316683 Movie Vector: [0.44792586074747187, -0.21382677634584688] User Vector: [1.955427228806239, -0.18410044725187263] Predicted: 0.9152520297517748 Movie Vector: [1.6407259265676901, -0.3586865071979682] User Vector: [1.8669157129364162, -0.6775596357368624] Predicted: 3.306128512092164 Movie Vector: [2.0118577836270033, -0.7678795743537223] User Vector: [1.627533284227854, -0.2764809483252875] Predicted: 3.486669578902763 Movie Vector: [2.6121059851684185, -0.8750680161804583] User Vector: [1.2752245695949875, -0.364754199218605] Predicted: 3.6502064641766037 Movie Vector: [-0.38126556509419274, 0.12563354765360374] User Vector: [-0.14438701670841908, -0.024287568623641842] Predicted: 0.051998464107531575 Movie Vector: [1.5340599834300401, -0.1707784891988363] User Vector: [-0.3959728613541513, 0.4926414381967308] Predicted: -0.6915786816596745 Movie Vector: [2.5220351461843125, -0.311151929819701] User Vector: [-0.4916733074526702, 0.19396939327418883] Predicted: -1.3003713128795398 Movie Vector: [2.171653689103399, -0.36467076901337175] User Vector: [1.445425663351042, -0.743752972092417] Predicted: 3.4101889424299405 Movie Vector: [1.4307714141619292, -0.46055755867134157] User Vector: [0.9955329834911912, 0.45104964136282766] Predicted: 1.2166458129688882 Movie Vector: [1.7957074607139996, -0.7244514914086156] User Vector: [1.5814230268066867, 0.37738942707180373] Predicted: 2.5663727944976715 Movie Vector: [1.7723622273429265, -0.15068979233917046] User Vector: [2.0005301410700453, -0.9389638706715953] Predicted: 3.687156327379051 Movie Vector: [1.1913683901782117, -0.10815455004752639] User Vector: [0.9781469613699385, -1.0972552507776097] Predicted: 1.2840065186601513 Movie Vector: [0.24832268136449087, 1.335364466258326] User Vector: [1.8558009674392046, -0.01742823372491833] Predicted: 0.4375644282874186 Movie Vector: [1.2751896973366796, 0.018250267947101398] User Vector: [1.257723789505912, -0.4604489736996306] Predicted: 1.5954331013271994 Movie Vector: [2.3245434950160244, -0.25089465438384995] User Vector: [0.1893773479577226, 1.1677431719123101] Predicted: 0.14723536277247057 Movie Vector: [1.615483438327385, 0.05146740917630933] User Vector: [1.9736601208597877, -0.3830375736534351] Predicted: 3.16870128660309 Movie Vector: [1.4132638480180013, -0.37808004193145567] User Vector: [-0.01365437815266829, 0.14895598273766436] Predicted: -0.07561452320973025 Movie Vector: [1.2569449423358436, -0.07421316044306409] User Vector: [1.9035723630698214, -0.1719149393574197] Predicted: 2.4054440051079937 Movie Vector: [1.8326293353953849, -0.2743154598644917] User Vector: [1.0843385022389533, 0.5423543655909752] Predicted: 1.838414361495197 Movie Vector: [1.8977301590727054, -0.7001048826712573] User Vector: [1.7879506658186257, 0.19476126373457714] Predicted: 3.2566945897623283 Movie Vector: [1.8757230311975661, -0.4582034036081581] User Vector: [1.503064604508112, -0.7534318804295669] Predicted: 3.164557948053449 Movie Vector: [0.45530584220770254, 0.5407327339124611] User Vector: [1.3556468892711568, -0.8175135203655662] Predicted: 0.17517762777818302 Movie Vector: [1.6640957729152523, -0.878330288310597] User Vector: [1.7544491547804741, -0.40484333805148276] Predicted: 3.2751575880963077 Movie Vector: [1.0822367784042648, 0.4032781583428664] User Vector: [1.3447869031461224, 1.0422201562634759] Predicted: 1.8756824709068565 Movie Vector: [1.525378137435571, -0.20809433567137636] User Vector: [1.971122931172044, -0.475404991940521] Predicted: 3.1056369113804743 Movie Vector: [2.150035412505343, -0.629706263402894] User Vector: [1.8644022151672741, 0.010971839181069894] Predicted: 4.001621749909678 Movie Vector: [0.7481158435519231, -0.25807419119548974] User Vector: [-0.58110662069976, 0.24057033600721042] Predicted: -0.4968200646290964 Movie Vector: [0.901814086019197, -1.0114790063587547] User Vector: [0.9350422903119412, 0.42764373569850833] Predicted: 0.4106816475670868 Movie Vector: [1.8767940510911496, -0.6001180556875634] User Vector: [0.7996849208042585, -0.6251976169821706] Predicted: 1.8760362804365676 Movie Vector: [2.256901178875004, 0.3598364596632414] User Vector: [1.449974060032007, -0.48119753698620565] Predicted: 3.0992957473166247 Movie Vector: [1.9900705843184028, -0.6159052608088552] User Vector: [2.167459628699971, -0.860076980839016] Predicted: 4.843123586972847 Movie Vector: [0.5724620819091797, -0.8636379241943359] User Vector: [1.4231796285826166, -1.1025421008015637] Predicted: 1.7669135443822626 Movie Vector: [1.9214815706114592, -0.8709402709897762] User Vector: [2.1153963910544564, -0.9925723855453394] Predicted: 4.929166442392956 Movie Vector: [1.6128616807389795, 0.12785587088026235] User Vector: [1.6132964161512702, 0.5572677624499104] Predicted: 2.673273924365438 Movie Vector: [2.632178924170956, -0.8808095059277581] User Vector: [1.432910522644475, -0.2873660150785378] Predicted: 4.024791595689332 Movie Vector: [1.5106638703115758, -0.424360401679594] User Vector: [1.4324750053563893, -0.6420302753596111] Predicted: 2.4364404612583432 Movie Vector: [2.2601410476777026, -0.8418782829078617] User Vector: [2.1097190014475826, -0.4609981969043289] Predicted: 5.156366884670733 Movie Vector: [1.8997306231269566, -0.9075559526746847] User Vector: [2.0540379478119704, -0.7828392672707156] Predicted: 4.612589227522276 Movie Vector: [1.3725448351042973, -0.889363030679235] User Vector: [1.5947089990640375, -0.35363652407845203] Predicted: 2.5033208509729707 Movie Vector: [1.8330315803597457, -0.8294383481365168] User Vector: [1.4321621621965397, 0.49562507421906493] Predicted: 2.214108028647254 Movie Vector: [0.03457088166333422, 0.397149787457137] User Vector: [0.47587823011178443, 0.23688975461521017] Predicted: 0.11053224567555549 Movie Vector: [1.0715555411881432, 0.9725878940232288] User Vector: [1.9190912689877861, 0.9662067015053002] Predicted: 2.996133824337818 Movie Vector: [2.069654372065748, -1.0281269949267506] User Vector: [2.0351191604946153, 0.1172156868105172] Predicted: 4.091480656353682 Movie Vector: [2.0165896307162314, -0.1978154696956161] User Vector: [1.3536909883328778, -1.3257841209463361] Predicted: 2.9920998188660772 Movie Vector: [1.5831662612095894, -0.22401990410626038] User Vector: [1.398915717711279, 0.7374789552357415] Predicted: 2.049506201723999 Movie Vector: [1.7320330194117879, -0.3699995716110406] User Vector: [0.46150000886308074, 0.010386184906091445] Predicted: 0.7954903698437616 Movie Vector: [2.280822369264911, 0.04066128125803631] User Vector: [1.9882553792341138, -0.19127498214969108] Predicted: 4.527079858921642 Movie Vector: [2.2350993574288514, -0.43453552887645097] User Vector: [2.053352913082423, 0.6350119041276767] Predicted: 4.313512543002221 Movie Vector: [1.6552141148476676, 1.3995591263765066] User Vector: [1.7592775531905225, -0.21387032939046985] Predicted: 2.6126568666160397 Movie Vector: [2.004192072822438, -0.07742300493390336] User Vector: [0.14285724837269093, -2.5955014954850824] Predicted: 0.48726488982466837 Movie Vector: [1.0274375883962734, -1.3673282646723637] User Vector: [1.0262301464499577, -0.4727811173827047] Predicted: 1.7008344116088536 Movie Vector: [1.5261278114882963, -0.8463253427363695] User Vector: [0.81530915479411, 1.268461843418508] Predicted: 0.1707345717131319 Movie Vector: [1.6299304817144107, -0.6848286569055437] User Vector: [1.6046997756393555, -0.3766293438209806] Predicted: 2.8734756459949997 Movie Vector: [1.612005647513359, -0.06475875555166793] User Vector: [1.6269264813175484, -1.2764466099022107] Predicted: 2.705275769958338 Movie Vector: [1.623321205126935, 0.7401544366602608] User Vector: [0.9694818204399508, 0.7078317292402497] Predicted: 2.097685191911311 Movie Vector: [2.0607974323756526, -0.5403403647206112] User Vector: [2.1301851032289134, -0.6639523370673909] Predicted: 4.748640239187106 Movie Vector: [2.0990310714665608, -0.5948813039186062] User Vector: [1.732693662427961, 0.3157685631929998] Predicted: 3.4491330201607258 Movie Vector: [0.9411255772652714, -0.8136695288037756] User Vector: [1.8404838773387258, -0.05253335690539991] Predicted: 1.7748712432675304 Movie Vector: [1.1196193942237613, -0.8974286702687457] User Vector: [1.6211169525267464, -0.13512576763078404] Predicted: 1.936299718317804 Movie Vector: [1.8021676928494732, 0.16177172646568805] User Vector: [1.4686080393484857, -0.4667312615037275] Predicted: 2.5711740400038825 Movie Vector: [1.7928108244009673, 1.053532175530677] User Vector: [1.8301749554528493, 0.3884106376666389] Predicted: 3.690360574783618 Movie Vector: [2.2120534846352418, 0.25051323197732744] User Vector: [0.43088186197397343, 1.484183095636289] Predicted: 1.324941228379611 Movie Vector: [-0.46453365090996546, 0.21860685047597667] User Vector: [-1.81750533075346, 0.6571771995842242] Predicted: 0.9879558246489587 Movie Vector: [1.5671755608428675, 0.9174944898358726] User Vector: [1.9243195079938007, -0.6218185103937579] Predicted: 2.445231447216832 Movie Vector: [1.2610691222070625, -0.663778047183166] User Vector: [1.7801057507717033, 0.9527332754273456] Predicted: 1.612432963511831 Movie Vector: [0.7865289824035273, 0.07057990762377522] User Vector: [1.8288636844105723, 0.268918975628671] Predicted: 1.4574345691123651 Movie Vector: [1.4931127328151972, -0.14849123837311723] User Vector: [2.020859499521743, -0.9677592868022902] Predicted: 3.1610748249108176 Movie Vector: [1.8302777347293062, -0.18290585696419145] User Vector: [1.9974487926119133, -0.2041603194606003] Predicted: 3.6932281695685445 Movie Vector: [-0.4260936245134792, 1.5325998831420373] User Vector: [1.7025613552632899, 0.40081083737051953] Predicted: -0.11116789630459611 Movie Vector: [2.210017450864698, -0.3844110867302034] User Vector: [1.945490592476887, -0.8200928688725243] Predicted: 4.614820950809998 Movie Vector: [1.402229540675674, -0.09756355729949084] User Vector: [1.9663183643495057, -0.41925728380872407] Predicted: 2.798133928896051 Movie Vector: [0.07784333943617097, -0.11974235790389559] User Vector: [-0.5629737364772704, -1.0842959195943231] Predicted: 0.0860123944155474 Movie Vector: [1.0013754358323488, -0.5525252092988677] User Vector: [1.9349751830372508, -0.6602069986604273] Predicted: 2.302417627354136 Movie Vector: [0.7791701084814513, -2.3276819894828256] User Vector: [1.8330222072091649, -0.5149371982232444] Predicted: 2.626846154059068 Movie Vector: [0.37256471426177284, -0.7920976010968943] User Vector: [1.7071468313243747, -0.09051420380097329] Predicted: 0.707718755111203 Movie Vector: [2.0812016444059047, -0.3922771468817505] User Vector: [1.539531905994525, -0.5290535113237249] Predicted: 3.411611936341005 Movie Vector: [1.7885559225840892, 0.5984403346439872] User Vector: [2.058950964585611, 0.07779914163520892] Predicted: 3.7291070863750075 Movie Vector: [0.5922934925782268, 0.23392511273196392] User Vector: [0.5973156149142484, -0.8637547691380995] Predicted: 0.15173221998567002 Movie Vector: [-0.48630496718693594, -0.0279736231442122] User Vector: [1.615244795696005, 0.7015717444230741] Predicted: -0.8051270709569335 Movie Vector: [1.1507262800989246, -0.66107892474047] User Vector: [1.6671344037916531, 0.3684615819694331] Predicted: 1.6748331844835822 Movie Vector: [2.099795580752751, 0.024093892625043495] User Vector: [1.0701440789838457, -1.1056069134062556] Predicted: 2.220445433561886 Movie Vector: [1.2228628628280929, -0.7164638900333242] User Vector: [1.7445430977006058, 0.2443946207488242] Predicted: 1.9582370460962304 Movie Vector: [1.9288833441995492, -0.5824595803411019] User Vector: [1.9450845014124283, -0.4977020427549911] Predicted: 4.041732420793099 Movie Vector: [1.9973997360996945, -0.4519183514165217] User Vector: [1.6984692541418946, -0.06321186164508993] Predicted: 3.4210886403010834 Movie Vector: [1.948973210140903, 0.2855673738348271] User Vector: [2.146078710253128, -0.10150981114862165] Predicted: 4.1536620229489065 Movie Vector: [2.397910281776518, 0.27648417891023314] User Vector: [1.797254720507127, 0.031875626493294014] Predicted: 4.3184686796936695 Movie Vector: [1.7778151740353012, -0.3689692316019678] User Vector: [1.983796951395669, -0.8267558882323419] Predicted: 3.831871807199681 Movie Vector: [2.1817239415538023, -0.7110021393711442] User Vector: [1.6862023030444058, -0.5502143999333291] Predicted: 4.0700315503205475
avg loss: 12.153660547398804: 52%|███████████████████████▎ | 36183/70000 [00:58<00:49, 684.24it/s]
Movie Vector: [1.6585520943468683, -0.22969295177573484] User Vector: [1.5581204357130034, -0.18532935888440077] Predicted: 2.6267927593893194 Movie Vector: [2.392540513353547, 0.15329448924753428] User Vector: [1.2173354717170557, -0.5693808625420358] Predicted: 2.8252414859147046 Movie Vector: [2.0715126658657708, 0.6520950747570146] User Vector: [2.0684453976159527, 0.3121303175963203] Predicted: 4.48834948260011 Movie Vector: [2.195376771086779, -0.3915295052625152] User Vector: [2.4020537874628647, -0.015644409670609163] Predicted: 5.27953833587545 Movie Vector: [1.4492023851131817, -0.6688626315905482] User Vector: [0.6702993659041546, -0.6970503876975649] Predicted: 1.4376303964747592 Movie Vector: [1.5038769933374143, -0.6980608850160143] User Vector: [0.9189240917414373, -1.0584978183038984] Predicted: 2.1208447240261665 Movie Vector: [1.2976568848638463, -0.38805450811334735] User Vector: [1.4549871171345723, -0.7370893206491888] Predicted: 2.174104883698 Movie Vector: [2.149899350769761, -0.629707064113958] User Vector: [1.9674976953291834, 1.0101423655403798] Predicted: 3.593828234487651 Movie Vector: [-0.2719443374939695, -0.09227203479461765] User Vector: [1.9584026179149645, -0.6975559655342284] Predicted: -0.46821159415237307 Movie Vector: [-0.9022363735860346, 0.030997446432621617] User Vector: [2.2221195271420666, -0.8026293578948251] Predicted: -2.0297565243699665 Movie Vector: [2.457998933062152, -0.34508351016750904] User Vector: [1.9714215247413636, -0.6315632021635065] Predicted: 5.063694051125247 Movie Vector: [0.27934566403814376, -0.8609155008990157] User Vector: [0.07756869358495377, -0.3181926837475928] Predicted: 0.2956054919290212 Movie Vector: [1.699018907826707, -0.37984277626474444] User Vector: [1.9643763288044918, -0.6305741126602474] Predicted: 3.57703154631959 Movie Vector: [1.0322938676683682, 0.07364114380759842] User Vector: [2.168499870255365, -0.002767083400041198] Predicted: 2.238325346917675 Movie Vector: [0.9028672447149801, 0.35860562923010425] User Vector: [-0.3708913547533543, -0.7546335679973164] Predicted: -0.6054815010446035 Movie Vector: [0.9752058947182618, -1.1465940724478103] User Vector: [1.7610755574328936, -0.05098209997938832] Predicted: 1.775867038290115 Movie Vector: [1.9728251542169861, 0.9055116855375793] User Vector: [1.5467895815915447, -0.11484646820535875] Predicted: 2.9475505758418943 Movie Vector: [2.0354376146714923, 0.5885620906292904] User Vector: [1.725882542663165, -0.8843262115571517] Predicted: 2.992445361969125 Movie Vector: [2.4587136184103295, -0.4783498533799624] User Vector: [2.4229836645910403, 0.6053717262984856] Predicted: 5.667843456800502 Movie Vector: [1.0819228626519983, -0.13627363822494787] User Vector: [1.8193865657475927, 0.4140544720497677] Predicted: 1.912011212154692 Movie Vector: [2.1322077686364236, -0.3391205381577594] User Vector: [2.057680979687529, -0.2588424330428759] Predicted: 4.47518215545672 Movie Vector: [0.4659915286681968, 0.6925343305419878] User Vector: [1.99224003099394, -1.066742652024186] Predicted: 0.18961106913668768 Movie Vector: [2.3974664644064183, -0.38120880782123007] User Vector: [1.5311066812375478, 0.2605427341476892] Predicted: 3.5714557366247046 Movie Vector: [1.4496622730895166, -0.7706580062797294] User Vector: [1.503384772441693, -0.463609525288143] Predicted: 2.5366845789968426 Movie Vector: [1.9991726480501473, 0.22995391555401534] User Vector: [1.9664095663969254, -0.6775514317506484] Predicted: 3.7753866152845927 Movie Vector: [2.6950613114648196, -0.8934203848135616] User Vector: [1.7067620856781274, -1.5487488010628294] Predicted: 5.98351221481122 Movie Vector: [1.405372671900033, -0.05396261798551513] User Vector: [2.1326019677766714, -0.10348444986444663] Predicted: 3.0026848173890452 Movie Vector: [0.9327442726500997, -0.8219325050419444] User Vector: [1.0095293889565689, -0.28373164756797237] Predicted: 1.174841019466416 Movie Vector: [1.703393904154376, 1.5928778009382998] User Vector: [1.871443962196347, 0.04832045009096298] Predicted: 3.264774809453012 Movie Vector: [1.9892124516765004, -0.6880073159730051] User Vector: [0.0016197610285791364, -1.502308389335322] Predicted: 1.0368212115171134 Movie Vector: [1.4963288760679718, -0.7178698967944354] User Vector: [0.716919608010246, 0.038114284608658185] Predicted: 1.0453864137266513 Movie Vector: [2.001018768072202, 0.43189603139861205] User Vector: [1.5860612290343004, -0.28639018022289914] Predicted: 3.050047504339495 Movie Vector: [0.9521665283491765, -0.09695573061624463] User Vector: [1.5264382760903468, -0.4021930057500633] Predicted: 1.4924183508054882 Movie Vector: [1.4645162286946287, -0.3234546725731062] User Vector: [2.1342612566856283, -0.9426794482060891] Predicted: 3.430574318951192 Movie Vector: [1.1610707112606444, -0.41018393856909824] User Vector: [1.801669309855988, -0.6107526697736282] Predicted: 2.342386402630305 Movie Vector: [1.6448450142049955, 0.16636556436308733] User Vector: [0.7213202235205554, 0.6972085287302681] Predicted: 1.3024514636639872 Movie Vector: [2.0992463206075884, -0.08649772506346133] User Vector: [1.8642453082791526, 0.011017794354480762] Predicted: 3.912557089968091 Movie Vector: [1.6847196766226886, -0.23280543341423757] User Vector: [1.880855457967138, -0.2088558421821894] Predicted: 3.217336973780736 Movie Vector: [0.5960200379488205, -0.8885393077260546] User Vector: [2.0047533588901874, -0.4669855514289548] Predicted: 1.6098081916285083 Movie Vector: [0.1392764884135793, 0.44927170420057755] User Vector: [1.1467492895447629, -1.0418113978260974] Predicted: -0.3083411680183552 Movie Vector: [0.782638791555702, 0.1723939751771841] User Vector: [1.2131500043152532, -0.9953196982002602] Predicted: 0.7778711340081865 Movie Vector: [1.6161030517649746, -0.006794973953994008] User Vector: [1.8695813496827562, 0.009864409896811276] Predicted: 3.0213690963368625 Movie Vector: [2.2122969099844116, -0.20626885171038387] User Vector: [2.45574955518579, 0.8571753307004796] Predicted: 5.25603858145506 Movie Vector: [2.335187771282138, 0.06654086820046165] User Vector: [1.5053393838691618, -0.4000445806063596] Predicted: 3.488630807128218 Movie Vector: [2.4107719663887375, 0.9713255621484918] User Vector: [1.354407902383873, -1.325854445958212] Predicted: 1.9773322870749777 Movie Vector: [1.3666653334829786, 0.1165211201308073] User Vector: [1.3711005119122899, -0.4327732499030939] Predicted: 1.823408314509934 Movie Vector: [1.209727161277641, 0.702802691101456] User Vector: [2.0956813601527586, -0.6025398921400574] Predicted: 2.1117360050680487 Movie Vector: [1.4831471665155274, -1.4917035820855993] User Vector: [0.2828583680842205, 0.2123433819084506] Predicted: 0.10276720372431153 Movie Vector: [1.939111056144533, 0.0797783664931477] User Vector: [2.4302600538692483, 0.8595519059890426] Predicted: 4.781117786740145 Movie Vector: [1.7286684000600137, -0.05529919622776715] User Vector: [2.0712171080001767, -0.6480802375401784] Predicted: 3.616285880490666 Movie Vector: [0.5845194729916552, -0.17060650384531514] User Vector: [2.0340928395305884, -0.3811122580570789] Predicted: 1.2539871044982307 Movie Vector: [0.6186738588849481, 0.2418236108386267] User Vector: [0.1416730279191284, -1.3536551372173924] Predicted: -0.23969637422952436 Movie Vector: [2.4582996849665517, -0.8887247863160201] User Vector: [1.3825344945585014, 0.6891687284794367] Predicted: 2.786202781474984 Movie Vector: [1.596319318002199, -0.5012763187784568] User Vector: [2.0539338254282247, -0.40088193343903306] Predicted: 3.4796868632883404 Movie Vector: [1.560371215308401, -0.0242476465992408] User Vector: [1.4682792381263576, -0.8140546213534424] Predicted: 2.310799567978375 Movie Vector: [1.7509630977302997, -0.2401613019611024] User Vector: [2.1254014919774082, -0.3439180820650066] Predicted: 3.8040953946700604 Movie Vector: [2.2696834340979173, -0.47224867337081566] User Vector: [1.585974699987315, -0.18918689715679826] Predicted: 3.6890037646610625 Movie Vector: [0.32163259505614605, -0.8705309642300811] User Vector: [0.7782913846394637, 0.6184055192135621] Predicted: -0.2880172751747544 Movie Vector: [1.9211807778825023, -0.3491217788117818] User Vector: [1.0924335633231914, -0.25728811675069857] Predicted: 2.18858724795734 Movie Vector: [1.9878483404491505, -1.4869834918515146] User Vector: [1.728189067302166, -0.18891621292169647] Predicted: 3.7162930593766443 Movie Vector: [0.768264947277879, 0.051429746164267494] User Vector: [1.9638718005913742, -0.4744157820101967] Predicted: 1.4843747820967386 Movie Vector: [1.5745356633272467, -0.46139500924851906] User Vector: [2.007777027500279, -1.1848565591608575] Predicted: 3.7080034368805515 Movie Vector: [1.1650245952423517, -0.8528276174279898] User Vector: [0.28940050902772946, 0.3359491278608717] Predicted: 0.05065201660236274 Movie Vector: [2.323135239915035, 0.03659068063860165] User Vector: [0.9765268400816743, -1.0049920696796233] Predicted: 2.231830571050637 Movie Vector: [0.9579345185829964, -0.583463439539052] User Vector: [1.4889684737112234, 0.050275625498094584] Predicted: 1.3970003086717242 Movie Vector: [1.0145381652216217, 0.04576163567025021] User Vector: [2.042156509247205, -0.42453390862697493] Predicted: 2.0524183519307964 Movie Vector: [2.076020896503977, -0.9356078222489264] User Vector: [2.28675020879263, 0.2211752928456326] Predicted: 4.540407884463761 Movie Vector: [0.574523922252605, 1.442699368595289] User Vector: [1.8289216512955797, 0.35982529993763923] Predicted: 1.5698789736196899 Movie Vector: [1.3823522504674937, -1.4590382905046102] User Vector: [1.8732604360174165, 0.0764607087228164] Predicted: 2.477946677694685 Movie Vector: [1.0653412387520445, -0.5798368079920868] User Vector: [0.22182435802809647, 0.3605867211293442] Predicted: 0.027237182983057606 Movie Vector: [1.6821946812970276, -0.6432187375789364] User Vector: [1.824539464766619, -0.7767234144554108] Predicted: 3.5688336375409424 Movie Vector: [2.3858957980254063, -0.49654306296528344] User Vector: [1.79069599738526, -1.0455163130599063] Predicted: 4.7915579281693415 Movie Vector: [0.9609969246827148, 0.07955855943945961] User Vector: [1.5166199698221894, -0.2509608579272114] Predicted: 1.437501042579136 Movie Vector: [2.1373361874110866, -0.014690748686369277] User Vector: [1.9375217242796376, -0.3733169674812787] Predicted: 4.14661960094762 Movie Vector: [1.8893091768119208, -0.24596586297220296] User Vector: [1.8444537511301389, 0.026893567145776634] Predicted: 3.47812849876393 Movie Vector: [2.0627259396498845, 0.7018535614304948] User Vector: [2.08019188631363, -0.9549878087631621] Predicted: 3.620604168645219 Movie Vector: [1.532762408962379, -1.059236645520626] User Vector: [1.8803773256832272, 0.2905524349126023] Predicted: 2.5744078929677845 Movie Vector: [2.1341317095921637, 0.0894316989385029] User Vector: [1.7605980109747628, 0.26476227593723944] Predicted: 3.7810261832180254 Movie Vector: [2.21534359659606, 0.3855837443497925] User Vector: [2.085521080184836, 0.19509467228401425] Predicted: 4.695371104795541 Movie Vector: [1.912112713214735, -0.5787708294967939] User Vector: [1.9654649341668065, 1.0218873994564608] Predicted: 3.1667518701623756 Movie Vector: [2.234920829567369, 0.10566198902640357] User Vector: [0.011417829431034726, 0.58395739626916] Predicted: 0.08722004482034604 Movie Vector: [0.5666275069645739, 0.4736009706424006] User Vector: [1.9490998469475735, 0.5093175733149018] Predicted: 1.3456268841881056 Movie Vector: [1.8883944275397226, 0.6166221086306476] User Vector: [1.4398895290190796, -0.482805397344037] Predicted: 2.421370880703888 Movie Vector: [2.184002411521072, -0.2161449997182709] User Vector: [1.9713631408750214, -0.7427172400100577] Predicted: 4.46599647128753 Movie Vector: [2.2833117121223228, 0.4959639366712255] User Vector: [2.0367944868832484, -0.1904096529005871] Predicted: 4.556200386053921 Movie Vector: [2.2118582522689723, 0.3658667903286697] User Vector: [1.7305646181185048, 0.4624491387842643] Predicted: 3.996958413767374 Movie Vector: [2.452348381009769, -0.34327330331757483] User Vector: [1.737762811496109, -1.3004897358511076] Predicted: 4.708023224907677 Movie Vector: [2.049453589203414, -0.7742662480270356] User Vector: [1.8501780634550966, -0.9843554189985216] Predicted: 4.554007249806535 Movie Vector: [1.7697000150507072, -0.2431931830870773] User Vector: [1.6949113105362024, -0.5226300718657917] Predicted: 3.126584642519601 Movie Vector: [-0.21660469034445107, -0.750714750018768] User Vector: [1.116134544089676, -0.33495870462062727] Predicted: 0.0096984629005952 Movie Vector: [0.7449161485059522, -1.2250010368417983] User Vector: [1.9870756703485728, -0.31206552089324324] Predicted: 1.862485341802741 Movie Vector: [1.1049977390187649, -0.5153731596815145] User Vector: [1.7308673582108929, 0.462499215476924] Predicted: 1.6742448353338553 Movie Vector: [2.2504222472703774, 0.3619865987701298] User Vector: [1.4974221348528738, 0.512071473899245] Predicted: 3.555195096992005 Movie Vector: [1.4459285080136932, 0.15011192900918158] User Vector: [2.2873353065611015, -0.695237882415658] Predicted: 3.202959827493264 Movie Vector: [1.2574228829649472, -1.214280178414812] User Vector: [-0.42613394160830853, -0.5456464199253319] Predicted: 0.1267370627519997 Movie Vector: [0.010189420492370281, -1.1364793129470494] User Vector: [1.967941058611329, -0.02347232476167803] Predicted: 0.046727990468813 Movie Vector: [1.99811289125765, 0.10562622522879674] User Vector: [1.638606026618412, 0.030262043041042824] Predicted: 3.2773162908528612 Movie Vector: [2.5485814010978083, 0.38081435927782326] User Vector: [0.763806299880517, 1.5772626672799441] Predicted: 2.5472668019698634 Movie Vector: [-0.33988311333724974, -0.016699020376549245] User Vector: [1.5505255062866226, -0.4302433904297142] Predicted: -0.5198127932418513 Movie Vector: [1.4623196133892835, 0.1858965212222973] User Vector: [2.20187515758558, -1.0107751416522377] Predicted: 3.031945646600887 Movie Vector: [2.2395277691987263, -0.3260046469221297] User Vector: [1.0213314037444374, 0.2423404411616375] Predicted: 2.208295930284531 Movie Vector: [1.5324293625320387, -0.5185428944550274] User Vector: [1.7235964524429763, -1.0795176542637552] Predicted: 3.2010660219369025 Movie Vector: [1.958278312190712, -0.40437175803960995] User Vector: [1.697269904902826, 0.330652725550048] Predicted: 3.1900202207739348 Movie Vector: [2.080830856631488, 0.16268334654626965] User Vector: [1.9688366805541782, -0.12336572017425983] Predicted: 4.076746568358007 Movie Vector: [2.3398989703078708, 0.2651240286981566] User Vector: [1.0096110843227022, 1.160710286920591] Predicted: 2.670120124037884 Movie Vector: [1.5200249608476855, -1.4640192126294227] User Vector: [1.9523673965796702, 0.24074428719812807] Predicted: 2.615192913757476 Movie Vector: [2.2713762209505037, -0.11105779007431718] User Vector: [1.8826234477690302, -1.3232593961297514] Predicted: 4.423104396495673 Movie Vector: [0.8593814693481545, 0.27012735816331107] User Vector: [1.8396290172674044, -0.33679778026208423] Predicted: 1.4899647932972993 Movie Vector: [2.5338149285470015, -0.8510817874584958] User Vector: [1.2659142778518229, -1.000434055520853] Predicted: 4.059043699688785 Movie Vector: [2.000300276747669, 0.032114689451143305] User Vector: [1.9401910089867873, -0.21705521140882175] Predicted: 3.873993951511463 Movie Vector: [0.4017660810490108, -0.8068594512339992] User Vector: [2.0721424343160417, -0.9479955203938849] Predicted: 1.5974156905678127 Movie Vector: [1.7502914602446777, -1.3278988099356799] User Vector: [1.5387655860480016, -0.6718883492855777] Predicted: 3.5854880040041808 Movie Vector: [0.183166008871041, -1.138542465520052] User Vector: [1.4142787398156953, -0.5773996683513695] Predicted: 0.9164418341984348 Movie Vector: [2.096248506313632, -0.30203320828216884] User Vector: [2.2685650773380326, -0.6732476248177552] Predicted: 4.958819294937176 Movie Vector: [1.8040932615961256, -1.1324364900835835] User Vector: [1.762890051041371, 0.02791330667967615] Predicted: 3.148808014975628 Movie Vector: [1.4172324082138466, -0.4017454230389314] User Vector: [1.686085026466906, -0.11237541058033035] Predicted: 2.4347206493757687 Movie Vector: [-0.1270109245547917, 0.042260876021021604] User Vector: [0.0692221488860773, 0.16394417271972916] Predicted: -0.0018635447720126968 Movie Vector: [1.801286606649254, -0.05761582957352046] User Vector: [1.6178055673966634, -0.5243243497743306] Predicted: 2.9443408830920514 Movie Vector: [1.6948963808750226, -0.26634677203808516] User Vector: [-0.955353901405419, -0.7361690190000539] Predicted: -1.4231496280617697 Movie Vector: [1.7331193247669505, -0.5031762582709762] User Vector: [1.7480867515146334, -0.5093693680719493] Predicted: 3.285945503123389 Movie Vector: [2.1858607413346607, -0.611243955252592] User Vector: [1.7509900545024837, -0.17010028568573177] Predicted: 3.9313931900165593 Movie Vector: [2.4269930787251157, -0.37618437358749024] User Vector: [0.03946778613976824, -1.3479072801935827] Predicted: 0.6028496996474612 Movie Vector: [2.530451436736606, -0.8484236677015285] User Vector: [0.29331100379192804, 2.393117497876082] Predicted: -1.28816827383279 Movie Vector: [1.231898571173188, 0.47880883228259324] User Vector: [1.576168308849115, -0.2493439618768019] Predicted: 1.8222913963767378 Movie Vector: [0.33529804170737265, -0.9033298844353865] User Vector: [1.530159234710252, -0.332879675149418] Predicted: 0.8137595533824122 Movie Vector: [1.9861812313188945, -0.3676176842111689] User Vector: [2.071379782348874, -0.3714130998279275] Predicted: 4.250673670279185 Movie Vector: [-0.02893657077933562, 0.12141515265974645] User Vector: [1.381960889975617, -0.4318473001581349] Predicted: -0.09242201498145239 Movie Vector: [1.8222885288683146, -0.3921827256710305] User Vector: [1.832112685070312, -0.2156732770651677] Predicted: 3.4232212632515777 Movie Vector: [1.5711305686382298, 0.39900072455088925] User Vector: [1.3365103119510833, -0.23747284990310322] Predicted: 2.0050803672340605 Movie Vector: [2.4457512349639, 0.3868182279674891] User Vector: [1.050091254502182, -0.586668201992279] Predicted: 2.3413280282239763 Movie Vector: [2.8768374274195065, 0.08513480739377494] User Vector: [0.8636654634689368, -0.9355756334414476] Predicted: 2.4049750787217055 Movie Vector: [1.3649916495808605, -1.2676771314748911] User Vector: [1.6641143786810961, -0.14098599496375655] Predicted: 2.4502269525209264 Movie Vector: [1.1247159280063177, -0.5372368669409651] User Vector: [1.7615936111534, -0.09847613553235895] Predicted: 2.0341974036602553 Movie Vector: [1.8300277542482355, 0.07814164723023759] User Vector: [1.4068520011280432, -0.21960903545764507] Predicted: 2.557417596406685
avg loss: 12.125556517617921: 52%|███████████████████████▎ | 36252/70000 [00:58<00:49, 683.52it/s]
Movie Vector: [1.767812634081727, -0.7071054833938816] User Vector: [1.9486426038705797, 0.710294437609163] Predicted: 2.9425819227747123 Movie Vector: [1.967107861515721, -0.49852850365263124] User Vector: [1.6765202789261613, -0.6348749149762999] Predicted: 3.6143994620359075 Movie Vector: [2.15853832032004, 0.612917798586076] User Vector: [2.08541372361203, -0.4662794349447509] Predicted: 4.215654471345575 Movie Vector: [1.4443950530982421, 0.2895162085932047] User Vector: [1.6800933846767154, 0.12207695946652336] Predicted: 2.462061832031464 Movie Vector: [2.026057075078716, 0.6452357841974259] User Vector: [2.221060004622293, 0.4453920013138922] Predicted: 4.787377193782392 Movie Vector: [1.7644323862609168, -0.06648968542512798] User Vector: [1.3930352421890329, -0.7731101668049406] Predicted: 2.509320348310978 Movie Vector: [2.3750434713192163, -0.27816227260709075] User Vector: [1.6890209504604756, -0.10234696496146552] Predicted: 4.039967245680649 Movie Vector: [1.9787266546342503, -0.42250060648289356] User Vector: [0.9167127858117131, -0.06031715120575562] Predicted: 1.8394080568954074 Movie Vector: [1.98270334698884, -0.8674238751258087] User Vector: [2.1616005182107814, -0.4446461648808343] Predicted: 4.671509281710089 Movie Vector: [1.725664199147658, -0.19485515778653165] User Vector: [2.153495172964773, -0.6700642291849085] Predicted: 3.846774994127539 Movie Vector: [1.730131096413143, 0.8210941815736635] User Vector: [2.087738954820302, -0.66263929780584] Predicted: 3.067972815017245 Movie Vector: [0.7053504781092935, -0.11010322886214022] User Vector: [1.7138048820267597, 0.2026512650241653] Predicted: 1.1865205343114584 Movie Vector: [2.2898888576414724, -0.13665993044582736] User Vector: [1.8286439205401617, -0.2835833566479282] Predicted: 4.226145820033834 Movie Vector: [1.4919140280194634, -0.6340631211792498] User Vector: [1.5735822099211314, -0.7706579880569351] Predicted: 2.8362951824923055 Movie Vector: [0.15321508196325107, -2.0494425561113436] User Vector: [1.7694490494596349, -0.5947247448246581] Predicted: 1.4899604823588686 Movie Vector: [2.113689057896548, 0.5484667767098897] User Vector: [1.4390252840866353, 0.0007495563562402866] Predicted: 3.042063103769062 Movie Vector: [1.6974455310912757, -0.9378343917894251] User Vector: [1.7325193482076466, -0.7169339887834181] Predicted: 3.613222576468103 Movie Vector: [1.6885074399907003, -0.003769092348502357] User Vector: [1.9569110271940688, 0.683019947559966] Predicted: 3.301684463558806 Movie Vector: [1.592819538296262, -0.1598084589795834] User Vector: [1.606448891579926, 0.43103818124724] Predicted: 2.4898996342763957 Movie Vector: [1.8717095539110418, -1.2739708765320519] User Vector: [1.0252247723774754, -1.336540519895923] Predicted: 3.621636699017607 Movie Vector: [1.1254146893448707, -0.8189297355449809] User Vector: [2.101687351693651, -0.41843442163125816] Predicted: 2.7079382082557575 Movie Vector: [1.547732010023173, -0.3797475236992136] User Vector: [2.0338108366892325, -0.6438784734629266] Predicted: 3.3923053901367135 Movie Vector: [1.9256502646774478, -0.19880737409906518] User Vector: [1.9972474897511283, -0.8295474240872092] Predicted: 4.01092030233905 Movie Vector: [-1.3248043658667557, -0.5451616283326166] User Vector: [1.9963011990120985, -0.8294497274387514] Predicted: -2.1925243800057124 Movie Vector: [0.9568347022893365, -1.4607277818656916] User Vector: [1.839138233105336, -0.4477312594370889] Predicted: 2.413764773211752 Movie Vector: [0.12152426698918076, -0.6190123535438379] User Vector: [0.14560053385974986, -0.4615999322790527] Predicted: 0.3034300586262721 Movie Vector: [2.064011624273678, -0.601263297899247] User Vector: [1.4905524069171978, -0.8006029243037559] Predicted: 3.5578906490408633 Movie Vector: [2.2486156706542424, -0.2543224887966087] User Vector: [2.442737899018247, -0.6199235525643504] Predicted: 5.650439219785252 Movie Vector: [0.39481163024902344, -0.9300136566162109] User Vector: [1.5043257439724198, 0.7122995515016769] Predicted: -0.0685230110948355 Movie Vector: [2.9776929304802233, -0.024118086409682812] User Vector: [1.9532103019760392, 0.708467408932826] Predicted: 5.798973629748108 Movie Vector: [1.7687588778485246, -0.291381212526776] User Vector: [0.7721879049177248, -0.7440758667014588] Predicted: 1.582623940441861 Movie Vector: [2.4720276526012044, 0.17914051449449367] User Vector: [1.8636449337962984, 0.33937090915857904] Predicted: 4.667776890245722 Movie Vector: [1.2685276475814424, 0.44722114926749895] User Vector: [1.733844168714826, -0.39396777208572625] Predicted: 2.0232385448060852 Movie Vector: [1.653391707280515, -1.040597228915558] User Vector: [1.6293838863317553, 0.9577279047403658] Predicted: 1.6974008019094933 Movie Vector: [2.1432168426042915, 0.14394829199785586] User Vector: [0.8183378616920417, 0.43861062017540586] Predicted: 1.817012737745535 Movie Vector: [0.5216152299229411, -0.24693236273906422] User Vector: [0.1914954735978496, -2.2545031377965716] Predicted: 0.6565967421086862 Movie Vector: [2.1698041284974083, -0.5435006348376776] User Vector: [0.35301120638970174, -1.2378186569894707] Predicted: 1.4387203989179245 Movie Vector: [1.7097496646224273, -1.3101965943515204] User Vector: [2.1010662592875455, -0.6490350962477335] Predicted: 4.44266090488477 Movie Vector: [0.8208724966394196, 0.16116646208682409] User Vector: [1.583447265290418, -0.975718505127613] Predicted: 1.1425552104917447 Movie Vector: [1.1223141920210795, -0.9950586447064371] User Vector: [1.3979378995959983, -0.34230844828755197] Predicted: 1.9095425249053029 Movie Vector: [2.232144142147975, 0.5964602100404668] User Vector: [1.260387184282894, -0.07076252619826282] Predicted: 2.7711588389962323 Movie Vector: [1.2008529856710293, -1.112974309306195] User Vector: [-0.4966604481500303, 0.018340007840012607] Predicted: -0.6168281395840834 Movie Vector: [2.524130296888145, 0.34302917331553184] User Vector: [0.07734757744843213, -1.1994636040798352] Predicted: -0.2162156449010845 Movie Vector: [0.15264498615432037, -1.578626496233198] User Vector: [1.5703711617617435, -0.48310786503569175] Predicted: 1.00235616052826 Movie Vector: [2.1714344815950306, -1.0505580446642706] User Vector: [2.0350544622754656, -0.9561562042543847] Predicted: 5.4234850236438765 Movie Vector: [1.4860993383838925, -0.11110924552497456] User Vector: [0.7517667174807756, 0.1681153242709876] Predicted: 1.0985208546262755 Movie Vector: [2.0046320306196153, 0.728523685111065] User Vector: [1.757738476466379, -0.17198738309085113] Predicted: 3.398321969255071 Movie Vector: [1.2476126359840687, -0.8432586763292966] User Vector: [1.5969127121846864, -1.1037647612646257] Predicted: 2.9230876898481357 Movie Vector: [2.3615750570911014, -1.0740620928732414] User Vector: [1.6583605177902263, -0.10451629417690513] Predicted: 4.028599824141084 Movie Vector: [1.7106257352120173, -0.4966219236606723] User Vector: [1.0288755397364897, 0.4527512981288631] Predicted: 1.5351747559867712 Movie Vector: [1.6545787954791273, -1.0705151491840477] User Vector: [1.2326427105538869, -0.5577959971117006] Predicted: 2.6366335563466734 Movie Vector: [2.3477789751742435, 0.39527955069823695] User Vector: [1.6740069353744191, -0.2942188658617609] Predicted: 3.813899586063148 Movie Vector: [2.5427190564524538, -0.7551820874073556] User Vector: [1.7812129624869086, 0.23633177550629322] Predicted: 4.350650619768063 Movie Vector: [0.40386915799245304, 0.8510029703742383] User Vector: [2.2485142251118186, -0.7948029521478475] Predicted: 0.23172587368993147 Movie Vector: [2.1716098282128553, 0.01564731594847528] User Vector: [2.068768448374075, -0.03709276728463938] Predicted: 4.491977492536694 Movie Vector: [1.6725051400929785, 1.2311047573659841] User Vector: [1.9937644722571077, -0.17724010615221636] Predicted: 3.1163801901047314 Movie Vector: [1.735162268365136, 0.608827752185984] User Vector: [1.9943977190258257, 0.4286229226764559] Predicted: 3.7215612007155983 Movie Vector: [1.6704036677871232, 0.5949102570026545] User Vector: [1.7004261257761408, -0.7560688154860307] Predicted: 2.3906049439650268 Movie Vector: [2.269560065636736, 0.8305894710430919] User Vector: [1.3255561230407975, 0.693817735576458] Predicted: 3.5847069476064157 Movie Vector: [1.2738430699652044, -0.49896376291878075] User Vector: [1.6867426454295473, -0.9568341545159841] Predicted: 2.6260709999217102 Movie Vector: [2.4312505384180794, -0.5215855089578442] User Vector: [1.2319514673858494, -0.4045912357818303] Predicted: 3.2062115940219384 Movie Vector: [2.2510697441281695, 0.03521543555029691] User Vector: [1.9278009770454785, 0.10102102490304479] Predicted: 4.343171951519499 Movie Vector: [0.7047497392245853, -0.8881549086039979] User Vector: [1.4839044650208215, -0.599482774881074] Predicted: 1.5782148538917933 Movie Vector: [1.5436212168385008, -0.4710351991648444] User Vector: [1.6936684541344666, -0.2909085899015037] Predicted: 2.7514107456750465 Movie Vector: [2.3020877873657533, 0.07533720298436462] User Vector: [1.246364133116245, -0.5850753727512196] Predicted: 2.8251617073395003 Movie Vector: [1.6891963326596762, -1.5186750106244644] User Vector: [2.117615975858936, -0.8205919855875288] Predicted: 4.823281682832947 Movie Vector: [2.491322747413583, -0.4800578882253352] User Vector: [2.096299712697781, 0.8595958785018665] Predicted: 4.809903377479732 Movie Vector: [2.3826375481130593, -0.2561583657764403] User Vector: [2.16030276951515, -0.628201603366238] Predicted: 5.308137590035864 Movie Vector: [0.11503551187810042, -0.32172407330584096] User Vector: [1.6229005174438988, -0.9992133513647715] Predicted: 0.5081621812540478 Movie Vector: [1.0053522451524115, -1.4725391945044246] User Vector: [1.862613300333658, -0.1264952359220213] Predicted: 2.0588516561544465 Movie Vector: [2.2985314033117934, -0.4149187820511943] User Vector: [2.0055018308592754, 0.8770919012295434] Predicted: 4.245787034224212 Movie Vector: [1.5812354819328749, -0.6304601693551155] User Vector: [1.7814794633839794, -0.7602586140149925] Predicted: 3.2962513123830637 Movie Vector: [-0.9308915244222971, -0.15065765547476537] User Vector: [2.0339662955347975, -0.5576263892870686] Predicted: -1.8093913010331113 Movie Vector: [2.265855633401113, 0.273416171250816] User Vector: [1.6221337283914774, -0.6210916109758815] Predicted: 3.5057043563367536 Movie Vector: [1.1926892033593643, -0.1747866149806177] User Vector: [2.2198959037396966, 0.9283017212778897] Predicted: 2.4853911614291717 Movie Vector: [1.7371998243474192, 0.4695852272665282] User Vector: [2.235442207900182, -0.40379015596820056] Predicted: 3.6937959187446885 Movie Vector: [2.367980221324014, 0.04440560014433095] User Vector: [1.4807057080485921, -1.1893281175999921] Predicted: 3.453469001430081 Movie Vector: [2.0156251487756025, -0.24412407806894484] User Vector: [1.5468559490934826, -0.5879981944671129] Predicted: 3.261426269656465 Movie Vector: [0.1952466965063035, -0.25974976323020876] User Vector: [1.9900697543644674, -0.5639774730504485] Predicted: 0.5350475604487985 Movie Vector: [0.14872890957346474, -0.04804153979961423] User Vector: [1.8420175039778024, -0.7958911314519126] Predicted: 0.31219709024966086 Movie Vector: [2.4344582188249704, -0.7695461620649864] User Vector: [1.7646268299420644, -0.7577850080445736] Predicted: 4.8790608339225985 Movie Vector: [-0.0032293244088011375, 0.5176036012511955] User Vector: [2.035794381968751, 0.1957883980838541] Predicted: 0.09476653944241364 Movie Vector: [1.742448871784522, -0.38600030575694716] User Vector: [2.0087423215265825, -0.4069858693636739] Predicted: 3.6572274618629503 Movie Vector: [1.0721020998069148, -0.4232249713840102] User Vector: [1.892258801284842, -0.9073569266693853] Predicted: 2.412710743560329 Movie Vector: [2.276349717690578, -0.42461978382273213] User Vector: [0.5711750351732319, -0.07893061691880604] Predicted: 1.3337096315615506 Movie Vector: [0.7782698714365867, 0.37926360465616793] User Vector: [1.820681017387733, -0.3427536605463737] Predicted: 1.2869871925214706 Movie Vector: [1.4133543190244504, -0.7594614625493107] User Vector: [1.5166726213330672, -0.8148066383364692] Predicted: 2.762410041153127 Movie Vector: [1.782567566357729, -0.0059166627719236] User Vector: [1.4448203390887115, -0.7340490223240286] Predicted: 2.579832996196665 Movie Vector: [2.2695270773631457, -1.006905385053532] User Vector: [1.845652254758136, -0.33058476920750923] Predicted: 4.521625351901653 Movie Vector: [2.1091730509354756, 0.1089451722058015] User Vector: [1.7358691153290513, -0.056661936569235134] Predicted: 3.6550753135661904 Movie Vector: [2.057068375321569, -0.39062871227630935] User Vector: [0.7853884298195521, 1.253414853272486] Predicted: 1.1259778712434338 Movie Vector: [1.7205728192190408, -0.4725458283767693] User Vector: [1.9738416118247617, 0.010048787474731691] Predicted: 3.3913897141477567 Movie Vector: [1.710292121114876, -0.21618515880503897] User Vector: [1.8053407248327664, -0.2821926284062885] Predicted: 3.148665875794925 Movie Vector: [-0.34087822065959195, -1.550156905616714] User Vector: [1.9921091496477046, -0.41718978937681395] Predicted: -0.03235698933635178 Movie Vector: [1.2479245737855522, -0.37490900972520597] User Vector: [0.7470975226970369, -0.10271022652744682] Predicted: 0.9708283469039983 Movie Vector: [1.8955457935176534, -0.8982626154572586] User Vector: [0.9192380344222686, 0.574150034575742] Predicted: 1.2267202776676855 Movie Vector: [1.9956123268078252, -0.32193774993426605] User Vector: [2.024660213599609, -0.6981220921151399] Predicted: 4.265188735371695 Movie Vector: [1.7438594341062705, -0.5416572088416713] User Vector: [2.0167113370933736, -1.1993170610995583] Predicted: 4.166479822890734 Movie Vector: [2.3473337053444063, 0.17443894115503564] User Vector: [1.9723437792821805, 0.8515466069791475] Predicted: 4.7782919201010365 Movie Vector: [2.3202496945037487, -0.14541000383085417] User Vector: [2.013492738131935, 0.157462160068562] Predicted: 4.648909337237355 Movie Vector: [1.0815065070302654, -0.9246852127003389] User Vector: [1.9234198322296272, -0.37322003965432793] Predicted: 2.425302116059194 Movie Vector: [2.3720057231313096, -0.27797819892389297] User Vector: [2.0854176078455464, -0.4225825787503708] Predicted: 5.064091245066083 Movie Vector: [1.2713061366520089, 0.5498083599953342] User Vector: [1.7713661193941757, 0.19366611751502794] Predicted: 2.3584278683008715 Movie Vector: [1.722788812012353, -1.4391792546766191] User Vector: [2.1956739454077305, -0.10590624808391415] Predicted: 3.9351005831584644 Movie Vector: [0.6157407425838084, 0.15619466969992538] User Vector: [1.6747092284523162, -0.17808254845173851] Predicted: 1.0033711591044456 Movie Vector: [2.162720140200275, 0.6564527296946174] User Vector: [2.1063222500034025, -0.40219420273978573] Predicted: 4.291364069578434 Movie Vector: [1.8209675706515074, 0.18347017946992303] User Vector: [2.1295912061431896, -0.3508528609452421] Predicted: 3.813545487766218 Movie Vector: [1.7018097763869848, 0.8739892158884316] User Vector: [1.669624995100539, 0.08645615191132616] Predicted: 2.91694588397988 Movie Vector: [1.9239930924492572, 0.04065141183733415] User Vector: [1.9195203706251351, -0.8251666253923224] Predicted: 3.659599745575152 Movie Vector: [2.4440617812012655, -0.7736702269772354] User Vector: [1.0772402327925779, -0.4697597245621661] Predicted: 2.9962807948674683 Movie Vector: [0.7382624693875574, -0.2976053519703945] User Vector: [-0.1695627348497945, -0.7451405150510475] Predicted: 0.09657600190285112 Movie Vector: [1.5664434689412703, -1.1325200460878737] User Vector: [1.4539923730226727, -0.4015077069224708] Predicted: 2.732312383360258 Movie Vector: [2.2374450273275888, 0.234760427624555] User Vector: [1.9225582399494605, 0.533218498184891] Predicted: 4.42679697637381 Movie Vector: [2.3539823323541196, 0.8747774649785883] User Vector: [1.6902701750237068, 0.32779170084297493] Predicted: 4.265610922015349 Movie Vector: [1.9610694314642951, -0.3585162874614069] User Vector: [1.180132518490358, 0.5280155251540456] Predicted: 2.1250196412881994
avg loss: 12.101654040609342: 52%|███████████████████████▍ | 36383/70000 [00:58<00:55, 602.45it/s]
Movie Vector: [1.7019849959373627, -0.13051746779818016] User Vector: [2.006792974003104, 0.9986327501909754] Predicted: 3.285192513890542 Movie Vector: [1.2710652851218884, -1.313918769366665] User Vector: [1.1193897861933129, 0.7898702446057101] Predicted: 0.3849921579986517 Movie Vector: [1.4335801527537475, 0.2556791463701098] User Vector: [2.151026427226267, 0.6740055904881296] Predicted: 3.2559979681450666 Movie Vector: [2.352061026999182, -0.14292224659462127] User Vector: [0.646054004393825, 1.5017126563279368] Predicted: 1.304930298489509 Movie Vector: [0.9382944868923405, 0.41268112115818034] User Vector: [1.8950319947078433, 0.5697257068114344] Predicted: 2.013213116558544 Movie Vector: [0.6257984415308461, -0.9093532135559649] User Vector: [1.8785622815460303, -0.04256754617173797] Predicted: 1.214310283014598 Movie Vector: [2.4594856829720637, 0.10677973556012757] User Vector: [0.5055031708120772, 0.6073166308462598] Predicted: 1.3081269205523167 Movie Vector: [1.805563373397971, -0.9825746459307633] User Vector: [1.6586683188992462, -0.6010238896154506] Predicted: 3.585381600754896 Movie Vector: [2.4469423167086584, -0.024729554916264964] User Vector: [1.4288083998971413, 0.12334411463335859] Predicted: 3.4931614911206785 Movie Vector: [2.4168432134984483, -0.07907073341921259] User Vector: [1.9773075724351235, -0.7942185404258593] Predicted: 4.841641829925529 Movie Vector: [2.166243543715668, -0.6895839718671293] User Vector: [1.5845727180373657, -0.7753289514962804] Predicted: 3.9672248378728128 Movie Vector: [2.042958523397568, 0.6116571323444805] User Vector: [1.9576120777495778, -1.1701564428070206] Predicted: 3.283585745542762 Movie Vector: [2.160740904658625, -0.6532183612587125] User Vector: [1.7152615750551312, -0.2069695529834367] Predicted: 3.841432159641091 Movie Vector: [2.037025124001338, 0.019047764048253576] User Vector: [1.4171176949886737, -1.0035455963894788] Predicted: 2.8675890486271025 Movie Vector: [2.1981861103224922, 0.1752349998535187] User Vector: [1.5927997099264954, 0.25286370529509283] Predicted: 3.545580770246463 Movie Vector: [0.2722773047020214, -1.302991686667448] User Vector: [0.9214459966402846, 0.45801935378995406] Predicted: -0.3459065779274223 Movie Vector: [-1.5998096841989629, 1.0641978848691132] User Vector: [0.10594157171702925, -0.09527809472896884] Predicted: -0.27088109927709 Movie Vector: [2.132652802676732, -1.0323367421898049] User Vector: [1.812014913831193, -0.15226223176146123] Predicted: 4.021584580769306 Movie Vector: [1.613638214851088, 0.4102643392578287] User Vector: [2.058100235203921, 0.3934944136759873] Predicted: 3.4824659151474844 Movie Vector: [2.4751807681806888, -0.36036037927772613] User Vector: [1.8599508013245964, -0.1225954742563199] Predicted: 4.6478930048016425 Movie Vector: [1.4850654391798492, 0.2924713521099013] User Vector: [2.0170815222935, -0.956632170637733] Predicted: 2.715710552348108 Movie Vector: [2.171957635704567, -0.06625807379584461] User Vector: [0.7588097679384251, -0.4476628802192215] Predicted: 1.6777639496742986 Movie Vector: [2.1630976068000676, 0.3731297842056284] User Vector: [2.0355175142074122, 0.24016540460225388] Predicted: 4.492635929174573 Movie Vector: [0.8188205640446433, 0.2775532156288206] User Vector: [1.696381894029482, -0.5476001269342227] Predicted: 1.2370442031949969 Movie Vector: [2.08854807920553, -0.25382282267253903] User Vector: [2.297389254905058, -0.028421619796888894] Predicted: 4.805421971281155 Movie Vector: [0.35051420709370334, -1.2800324176482525] User Vector: [1.757740819500665, -0.1570199631109757] Predicted: 0.8171037726234935 Movie Vector: [1.8695089621470413, -0.30379604761509127] User Vector: [0.9080594417891459, -0.5296416842085823] Predicted: 1.8585283149018155 Movie Vector: [1.6085322508962372, 0.24533922862225152] User Vector: [1.2914105955814925, -0.9780810249148668] Predicted: 1.837313947959274 Movie Vector: [1.4531624136124153, -1.1854263485880725] User Vector: [1.0275911205745432, 0.031830088037960405] Predicted: 1.4555245679427133 Movie Vector: [1.5619377089737059, 1.3914693314618733] User Vector: [2.0919552334778855, -0.8367091894662285] Predicted: 2.103248588159423 Movie Vector: [1.634218347774652, -0.7956078595518405] User Vector: [2.1990228218176733, 0.6825657516862329] Predicted: 3.050628765887154 Movie Vector: [-0.08416855317449612, -1.9427655758284923] User Vector: [1.7203023830922046, -0.33259982587928494] Predicted: 0.5013681296373167 Movie Vector: [1.459093893972125, 0.9212181793100191] User Vector: [0.8623054230898262, 0.9947985507135834] Predicted: 2.174611087238028 Movie Vector: [2.5422860708493222, 0.06147943654645133] User Vector: [1.6593625059601458, -0.9358683868182349] Predicted: 4.161037524288882 Movie Vector: [2.026603480935182, -0.4256507684703125] User Vector: [1.0497481912517257, -0.2558601332149878] Predicted: 2.2363304008200346 Movie Vector: [1.9437651100987954, -0.4071991397154935] User Vector: [2.169895353298453, -0.042579533275835225] Predicted: 4.2351052296264395 Movie Vector: [1.3889571273104195, 0.7585257400043062] User Vector: [2.342379242501183, 0.6127736733092326] Predicted: 3.7182689477380424 Movie Vector: [1.8365105215446969, -0.9937884462666824] User Vector: [2.108416515102409, -0.9947332851399051] Predicted: 4.860683559673116 Movie Vector: [1.7746313330610282, -0.4722706175829834] User Vector: [2.023845065626117, -0.7479112386753978] Predicted: 3.9447953693075446 Movie Vector: [2.007456472945208, -0.15263660020613756] User Vector: [1.7326035634203298, -0.30968801650550853] Predicted: 3.525395964400057 Movie Vector: [2.6371754197414448, 0.8212018507159516] User Vector: [1.749107612585349, -0.4816415266108957] Predicted: 4.2171786893582 Movie Vector: [1.864576603757893, 0.2713710313996193] User Vector: [1.936697345869029, 0.5880509810945607] Predicted: 3.7707005609225885 Movie Vector: [1.573348987834329, -1.2680614041850575] User Vector: [1.0451008593464808, 1.6192942882378722] Predicted: -0.40905620969418655 Movie Vector: [1.7166029904887046, 0.2602801296654003] User Vector: [1.6999902010469827, -0.8355250057265496] Predicted: 2.7007377060895537 Movie Vector: [0.31985247110984766, 0.6740387676897843] User Vector: [2.2593794033278853, -0.3973196548793209] Predicted: 0.4548592347753294 Movie Vector: [1.4001837799411436, -0.6059450946083852] User Vector: [1.0908515550695044, -0.5264101916666021] Predicted: 1.8463683271241305 Movie Vector: [2.2437387506125237, -0.3986258033467953] User Vector: [0.9164998196141739, 1.02901489792826] Predicted: 1.6461942698552368 Movie Vector: [1.5035061625023456, -0.6397403403175567] User Vector: [2.084698179631883, -0.8431742154435544] Predicted: 3.6737691195688065 Movie Vector: [1.9575348622140518, -0.6935903631245186] User Vector: [1.7791086125983813, 0.16401367336466646] Predicted: 3.36890882956022 Movie Vector: [1.1087235921233323, -0.1661627268561092] User Vector: [0.9756444650311178, -0.09569520434893744] Predicted: 1.0976210120062198 Movie Vector: [-0.4120179904093784, -0.8486611670943747] User Vector: [0.7152608562048836, 0.621008414438301] Predicted: -0.821726066364663 Movie Vector: [1.5800497860423743, -0.22566284429289007] User Vector: [1.5319744469037324, 0.6967818008416287] Predicted: 2.2633581340231834 Movie Vector: [1.9916712624834771, 0.9630486676040275] User Vector: [1.4323844548619429, -1.190234262941983] Predicted: 1.7065854345136546 Movie Vector: [2.60024994424444, -0.27893930644952025] User Vector: [1.3847686820217016, -0.8185216244883211] Predicted: 3.8290625424670828 Movie Vector: [1.6882828692023886, -0.44912625014907726] User Vector: [1.4966908844127131, -0.4328883745797335] Predicted: 2.7212591130534807 Movie Vector: [1.8856429106276047, -0.041126012388172165] User Vector: [1.921043492041482, 0.4012502697586016] Predicted: 3.6059002182104685 Movie Vector: [1.0400823136174293, -0.34626083500435034] User Vector: [0.9513235265768781, 0.08124147607804487] Predicted: 0.9613240331770017 Movie Vector: [2.6732164326353365, -0.3220689997956533] User Vector: [1.7257857560364325, -0.5028947235970526] Predicted: 4.775365642876003 Movie Vector: [1.9321432979101894, -1.4808941201061356] User Vector: [1.5209214251275118, -1.0025749510421453] Predicted: 4.423345488172146 Movie Vector: [0.6254830515385988, -0.8055075207975437] User Vector: [1.8546623872113064, -0.470397526466062] Predicted: 1.5389686348597649 Movie Vector: [1.045362811328592, -0.6444505628535304] User Vector: [0.8818519732637196, -1.0260472140850276] Predicted: 1.583091962578021 Movie Vector: [1.5413588988957776, -1.4084781057328146] User Vector: [1.6848305525664566, -0.521244768369299] Predicted: 3.331090409305728 Movie Vector: [2.1137480329744545, -0.2902047455853319] User Vector: [1.4099166048463325, 0.6095411061162491] Predicted: 2.8033167285276885 Movie Vector: [-1.0667705535888672, 0.8986759185791016] User Vector: [2.1161500118355634, 0.411054156391048] Predicted: -1.888042048022429 Movie Vector: [1.2638982590976064, -0.6771395602513214] User Vector: [0.2459543502407876, 0.6820966118367405] Predicted: -0.15101332470123235 Movie Vector: [1.3050812506854448, -0.32041906479741644] User Vector: [0.23395779322960053, -0.15254434559184793] Predicted: 0.3542120459503676 Movie Vector: [0.6723471408650749, -0.8038956242839383] User Vector: [1.3261607799968216, 0.5761280451301136] Predicted: 0.4284935942509029 Movie Vector: [1.1572267756769457, -0.7187164186762203] User Vector: [0.12279619827783428, -0.30808332345756273] Predicted: 0.3635275914877321 Movie Vector: [1.9652154612028032, -0.4507205505573253] User Vector: [1.4706955989412085, -0.026267284032504005] Predicted: 2.902072934482956 Movie Vector: [1.8645578862766365, -0.22331596160266268] User Vector: [1.377934105992393, -0.41495129006145487] Predicted: 2.6619031504560025 Movie Vector: [2.151480328574849, 0.0920406192130866] User Vector: [1.5412592810795365, -0.5218759455222514] Predicted: 3.2679552392977533 Movie Vector: [-0.7499217987060547, 0.8299541473388672] User Vector: [0.9784204544313087, -1.086114494254474] Predicted: -1.6351640560692795 Movie Vector: [1.0753184485265903, -1.108338739060976] User Vector: [1.2591820165049588, -0.9981727597347348] Predicted: 2.460335190290106 Movie Vector: [2.1936491507622424, -0.8306332299904328] User Vector: [1.7852041272154833, -0.5759975218994235] Predicted: 4.394554199685298 Movie Vector: [1.4295698973803521, -0.7681730069544841] User Vector: [2.1112583342346047, -0.8786407317601396] Predicted: 3.6931394531640516 Movie Vector: [2.0033280464769927, -0.7497259462940167] User Vector: [1.4568773047901158, -1.3239529019833425] Predicted: 3.91120500725002 Movie Vector: [1.6114530684501052, -0.46953376693356935] User Vector: [-1.150017424561478, -1.4574462601154379] Predicted: -1.1688788749654369 Movie Vector: [3.1332874298095703, 0.47202110290527344] User Vector: [1.6544641968199187, 0.08321857576008276] Predicted: 5.223192794878319 Movie Vector: [1.5279679237431927, 0.12517596553116084] User Vector: [1.918146095232658, -0.6887593410567487] Predicted: 2.8446495910333724 Movie Vector: [1.102252466732559, 0.01636546378353872] User Vector: [0.4830313130927616, 0.4667816631897349] Predicted: 0.540061554769315 Movie Vector: [2.1912665842225074, -0.6117691069616097] User Vector: [2.119733606920391, 0.07518238999280114] Predicted: 4.598907156712965 Movie Vector: [0.6352323052448475, 0.07628540485372276] User Vector: [2.178118519170379, -0.6602158377661828] Predicted: 1.3332464155542607 Movie Vector: [1.997446739791276, 0.4325410215190493] User Vector: [2.0079411257814033, -0.08557977771721884] Predicted: 3.9737386909097094 Movie Vector: [1.9776643447114566, 0.10524857813995701] User Vector: [1.632802396765259, 0.11725599780514348] Predicted: 3.241476109089435 Movie Vector: [2.3659911576376795, -0.27675942596120234] User Vector: [0.43921901639674454, 0.192410396206939] Predicted: 0.9859369182578166 Movie Vector: [1.8497286903071686, -1.0000246677828986] User Vector: [1.7967903988860772, 0.4317525772089105] Predicted: 2.8918115237002877 Movie Vector: [0.7237387293462336, -0.36142967719401303] User Vector: [1.4062903767672956, 0.06036074348597183] Predicted: 0.9959706463400733 Movie Vector: [1.2023251142322522, -1.2848305319994202] User Vector: [-0.18387058812703905, -1.296682551500393] Predicted: 1.444945106604822 Movie Vector: [1.7928241228697432, -0.3752242754038665] User Vector: [0.5549414419212999, 0.024779357880735688] Predicted: 0.9856145872508529 Movie Vector: [-0.06412194761926174, -0.13310819477736816] User Vector: [1.4325643468440832, -0.06832180949498784] Predicted: -0.08276462328375712 Movie Vector: [2.2753828705901955, 0.0011153665154029213] User Vector: [0.2705971489902167, -1.2538986571622603] Predicted: 0.6143135610669747 Movie Vector: [2.2531193428761185, -0.22995115178671865] User Vector: [1.3818751190404743, 0.8220662507211826] Predicted: 2.924494478951006 Movie Vector: [2.2422871461309613, -0.8463263176185885] User Vector: [2.0550351778865075, -0.7643286062584824] Predicted: 5.254850379007158 Movie Vector: [-0.16658691132508596, -0.5098528573635479] User Vector: [0.8788103572125886, -0.043003910715343575] Predicted: -0.1244726362925158 Movie Vector: [-1.7354488372802734, 0.7603549957275391] User Vector: [1.7097310760309135, -1.074825893199128] Predicted: -3.784400045391071 Movie Vector: [1.1117802564317758, 0.49465246229229276] User Vector: [1.8965695640299292, -0.6862128007327056] Predicted: 1.7691317446989727 Movie Vector: [1.1713333098475638, -0.7024609815229016] User Vector: [2.0501505482677516, 0.1551648158107838] Predicted: 2.2924123985759994 Movie Vector: [1.6436055353378163, -0.16932244426854104] User Vector: [1.2186132470209068, 0.3976674166912475] Predicted: 1.9355854592394335 Movie Vector: [0.8672815677787703, 1.2396711708400563] User Vector: [1.800586493592046, -1.0467178723247261] Predicted: 0.26402950675978243 Movie Vector: [2.3448810499644477, -0.43409012128768043] User Vector: [1.8643800924966316, -0.4862661131485957] Predicted: 4.5828328648610785 Movie Vector: [0.9018624666289842, -0.9597819843247575] User Vector: [1.976144317362535, -0.790320268477553] Predicted: 2.540745544002887 Movie Vector: [1.7680023930835431, 0.46402132854876] User Vector: [0.08127573581162384, -0.9829575004832924] Predicted: -0.312417549866649 Movie Vector: [1.3935358148818113, -0.0865489203154382] User Vector: [1.6978839815349063, -0.1723480573543282] Predicted: 2.3809786760655003 Movie Vector: [1.9303499295973605, -1.1715020955212272] User Vector: [-0.24146007677737924, -0.5813481339238675] Predicted: 0.21494811491137855 Movie Vector: [1.3791109406207702, -0.12733500724605215] User Vector: [1.734084024660938, -0.3345352202052597] Predicted: 2.4340922950544934 Movie Vector: [2.0444600018934436, -0.15925066341460808] User Vector: [1.8991695821531553, -0.12830531772144083] Predicted: 3.903208954491572 Movie Vector: [1.197732492096141, -1.31721838179199] User Vector: [-0.589042931118018, -1.0218195103412644] Predicted: 0.6404435840556048 Movie Vector: [1.8412855048442494, -0.7312233633807477] User Vector: [1.8186369492223198, 0.3073650600636803] Predicted: 3.123877340171735 Movie Vector: [2.2142306460885584, 0.1055159005285115] User Vector: [1.5314171975431927, -0.07322086926551556] Predicted: 3.383184924789162 Movie Vector: [0.9134803677855168, 0.08924703782192783] User Vector: [0.31660643351335854, 0.5384543946269091] Predicted: 0.33726922105169455 Movie Vector: [0.9803560612101804, 0.5434050552891375] User Vector: [2.591691576292477, 0.3750170894785527] Predicted: 2.7445667278481607 Movie Vector: [2.3573766807346797, -0.04843787246900538] User Vector: [2.349092053491967, 0.6197475531823435] Predicted: 5.507675574857082 Movie Vector: [1.6354910073709186, -0.6233365493445813] User Vector: [1.2481388742087158, 0.5577032304574934] Predicted: 1.693683097486717 Movie Vector: [1.9481274911811353, -0.7896073702983146] User Vector: [1.9541988024065466, -0.7669653660718492] Predicted: 4.412629916015321 Movie Vector: [1.2230567413659943, -0.31214409221962686] User Vector: [1.4902072624962563, -0.42839811737175837] Predicted: 1.9563299798842149 Movie Vector: [2.5800827312338908, -0.5417495633784881] User Vector: [1.6606205488863564, -0.05464846585946087] Predicted: 4.3141441838325 Movie Vector: [-1.5889835521211668, 1.0544614497668314] User Vector: [0.7465030487545685, 0.2990002568814104] Predicted: -0.8708968217274877 Movie Vector: [0.691902935585179, 1.7879543874980641] User Vector: [1.477639931285896, -0.5725086736454805] Predicted: -0.0012359887305404271 Movie Vector: [2.033397727930168, 0.10925094454590613] User Vector: [1.484617606677286, 0.12278008955010318] Predicted: 3.032231909017497 Movie Vector: [1.671885671852445, 0.20657002530976232] User Vector: [0.6333227650599651, -0.026318857938568536] Predicted: 1.053406569411234 Movie Vector: [1.653846387194099, -0.7254417106112016] User Vector: [0.8665947154888283, 0.14241855546456303] Predicted: 1.3298981788737079 Movie Vector: [1.0397638634671695, 0.34290334348085505] User Vector: [1.896653639314574, -0.6855750752220274] Predicted: 1.7369859301720172 Movie Vector: [1.4113740458491728, -0.3574641386592434] User Vector: [1.4282031736387517, -0.4466938675230939] Predicted: 2.175405930071663 Movie Vector: [1.071324302107306, 0.5123893526029097] User Vector: [1.1677718383805988, 0.3423864088590715] Predicted: 1.4264975001489957 Movie Vector: [2.0550476173662613, -0.38942054930099684] User Vector:
avg loss: 12.075821920513775: 52%|███████████████████████▍ | 36536/70000 [00:58<00:49, 682.36it/s]
[1.6823212187551333, -1.1937346972631873] Predicted: 3.922115033775331 Movie Vector: [-1.233358383178711, 0.7754421234130859] User Vector: [1.3216835323248544, -0.5312694257280152] Predicted: -2.0420781560930927 Movie Vector: [1.2238362903871787, -0.0063710319576934585] User Vector: [2.310405894866407, -0.2897893508087724] Predicted: 2.829404836876975 Movie Vector: [1.3250007090936047, -0.8967482799805936] User Vector: [1.7306796559023405, -0.2116306271006778] Predicted: 2.4829311721282243 Movie Vector: [0.44096957051484975, -0.0025831294385632725] User Vector: [1.87403642613806, -0.12370732175341712] Predicted: 0.8267125899878713 Movie Vector: [2.0460814554167763, 0.9000725310677599] User Vector: [1.5305842270163121, -0.2670613791250845] Predicted: 2.8913253913919363 Movie Vector: [1.540231456693742, -0.7399371623866041] User Vector: [1.9171984525906975, 0.41608783549720696] Predicted: 2.645050513103371 Movie Vector: [1.566855503922453, -0.6700247117327821] User Vector: [-0.26165302135813373, 1.7006682835410907] Predicted: -1.5494622530656355 Movie Vector: [1.9477371764004618, -0.19491144991052642] User Vector: [1.0467411133099063, 0.0494753621621504] Predicted: 2.0291332658866397 Movie Vector: [1.8752898736200065, -0.30716786618543657] User Vector: [2.2952368382223676, 0.6208541357961186] Predicted: 4.11352796017311 Movie Vector: [0.0387580476392692, 0.004907002949017601] User Vector: [1.7003071511802121, 0.1208485080503021] Predicted: 0.06649358955221997 Movie Vector: [1.4222261097694016, -1.0500426430043013] User Vector: [1.946392719186913, -0.8383060011236709] Predicted: 3.648467594158957 Movie Vector: [2.41324753255477, -0.7749171751839327] User Vector: [2.008180151672413, -0.6365550993336593] Predicted: 5.3395132753734815 Movie Vector: [1.711615516326764, 0.1238862744030779] User Vector: [1.2436297544188628, 0.37866747558386876] Predicted: 2.1755276870166727 Movie Vector: [1.9305599034423182, 0.25359530956460175] User Vector: [1.9616503323130818, -0.12392756266019885] Predicted: 3.755656027521535 Movie Vector: [1.3704578839296147, 0.30274465711692355] User Vector: [1.0275593433249801, 1.6607998420953112] Predicted: 1.9110250820002426 Movie Vector: [0.7226110648411957, 0.045477963964895535] User Vector: [2.1383334069733797, -0.5996896505773668] Predicted: 1.5179107158794576 Movie Vector: [1.5574860286273808, -0.6203249268082544] User Vector: [1.4747729008334427, 0.47602562678459465] Predicted: 2.0016476263523537 Movie Vector: [1.2924140388204606, -0.5288667386497621] User Vector: [1.5710594868882155, -1.0410033434575798] Predicted: 2.5810113798543077 Movie Vector: [1.5431392579118566, 0.1302382328734851] User Vector: [1.0397859566165748, 0.9700239714098106] Predicted: 1.730868737361805 Movie Vector: [0.5615432817407093, 0.560700848060824] User Vector: [1.4926507266412117, -0.6369022522168831] Predicted: 0.4810763545809052 Movie Vector: [1.1540114379199424, 0.5366329167643739] User Vector: [1.1757960229351274, -1.14275395721903] Predicted: 0.7436426699214375 Movie Vector: [2.632884989183976, 0.5549015620501219] User Vector: [1.5703549772376388, -0.4829404876509237] Predicted: 3.8665796162845787 Movie Vector: [1.2930445503291714, -0.3322638744494995] User Vector: [1.66017625840613, -0.5427787060097605] Predicted: 2.32702761934541 Movie Vector: [0.39908862185014876, 0.745337871091983] User Vector: [1.7108386027672196, -0.5510413451776711] Predicted: 0.27206423708801575 Movie Vector: [1.6830398439964096, -0.37396360270982837] User Vector: [1.5366945770180243, -0.004762133168617885] Predicted: 2.5880990656508644 Movie Vector: [2.5434670926274086, 0.20767585196562538] User Vector: [1.3163409700773758, -0.37852839031456276] Predicted: 3.2694587341172925 Movie Vector: [0.7956920481462814, -0.1589788114002114] User Vector: [1.549625189332262, -0.7136887119675738] Predicted: 1.346485823897209 Movie Vector: [1.370868382713103, 0.0784500371853866] User Vector: [0.870380848161859, -0.0688031121141823] Predicted: 1.1877799789602785 Movie Vector: [1.9894284355450038, -0.8883296918597294] User Vector: [2.0234742850837897, -1.1504374478266794] Predicted: 5.047525024871557 Movie Vector: [0.9742996901878158, 0.1513592421771232] User Vector: [2.069319438190607, -0.2900254626519774] Predicted: 1.9722392532896604 Movie Vector: [2.665543512385961, 0.0818772311718579] User Vector: [2.037161829571428, 1.0001857124487359] Predicted: 5.512035935287391 Movie Vector: [2.5566073883195486, -0.5409770259817578] User Vector: [1.200000670757893, 0.014754899953916989] Predicted: 3.059948518952315 Movie Vector: [-0.04051244317277203, -0.9013555097003481] User Vector: [1.5608073326439618, -0.14171918410078158] Predicted: 0.06450724905209305 Movie Vector: [2.5275056119115384, 0.21226575210529822] User Vector: [1.7913106519786335, -0.6991501017698406] Predicted: 4.379142103366242 Movie Vector: [2.017070878896555, -0.19828679675711405] User Vector: [1.941589060778708, -1.3261424899170464] Predicted: 4.17927929965 Movie Vector: [2.5411936936357225, -0.8160272231628696] User Vector: [1.6249759793858765, -0.595974821340838] Predicted: 4.615710389658672 Movie Vector: [-0.10390444014817694, -1.3140664140480727] User Vector: [-0.4081752342542075, -1.3158128107893567] Predicted: 1.7714766410300196 Movie Vector: [1.9888655844601617, -0.2924100675685965] User Vector: [1.402506376459291, -0.3463589204532603] Predicted: 2.8906754994585357 Movie Vector: [1.5625674668524152, -0.4742894528896596] User Vector: [1.9850053812801254, -0.18368753540876553] Predicted: 3.1888258909869713 Movie Vector: [1.9207554694298175, -0.4809754973726623] User Vector: [1.91613821134669, -0.23633052755311162] Predicted: 3.794102142661824 Movie Vector: [1.603264158305638, -0.12792796357755873] User Vector: [-0.313074120771054, -0.08637747576149446] Predicted: -0.49089042215214357 Movie Vector: [-0.4268762125469354, 0.9639064116705834] User Vector: [1.9240453820007795, 0.1295816068592124] Predicted: -0.6964246637507425 Movie Vector: [0.523163980453986, 1.0493864809669562] User Vector: [1.232542421469581, 0.6685440057482656] Predicted: 1.3463828408581455 Movie Vector: [1.5390418224821203, -0.19756543381816832] User Vector: [1.827514186928175, -0.6784533414464121] Predicted: 2.946659693590115 Movie Vector: [-0.5119911048659175, -1.4971329310343766] User Vector: [2.2503353376095308, 0.0030708447411014472] Predicted: -1.156749138609518 Movie Vector: [2.0337761206504146, 0.9388921980449931] User Vector: [1.9572089853022818, -0.39556981930828067] Predicted: 3.609127480299597 Movie Vector: [1.5056207528775714, 0.3043831798035772] User Vector: [1.9239323905803116, -0.5596045937753218] Predicted: 2.726378308705053 Movie Vector: [0.5695963868820297, -0.4696260926576658] User Vector: [1.152844765500253, -0.42511642620529244] Predicted: 0.8563019792281874 Movie Vector: [2.056235648595629, 0.3706996401957482] User Vector: [1.497280848748607, -0.6163402495362257] Predicted: 2.8502851484151686 Movie Vector: [1.302225559550974, -0.5150642246575321] User Vector: [0.040634039786749246, 0.17345641380101465] Predicted: -0.03642650808817958 Movie Vector: [2.229954506329497, -0.32827618066580944] User Vector: [1.410127499133497, 0.7216141649019419] Predicted: 2.907631429223529 Movie Vector: [1.2528715064036793, -0.0973692889410773] User Vector: [1.8028797741917162, -0.47488102364368606] Predicted: 2.3050155261600973 Movie Vector: [1.9094622914453792, 0.43629097685157114] User Vector: [1.5794739994135625, 0.4289671463189559] Predicted: 3.2031005375033463 Movie Vector: [1.5564857269802814, 0.25230446796825456] User Vector: [0.9515285902928912, -0.7466161763659931] Predicted: 1.2926660724500387 Movie Vector: [2.0434241412403993, -0.03622969047941908] User Vector: [1.7513872901074212, 0.6435187038826888] Predicted: 3.5555125858077203 Movie Vector: [1.8479401752300868, -0.703693752578206] User Vector: [2.4042429611792238, -1.2198006814769808] Predicted: 5.301263277923227 Movie Vector: [1.1949837939460046, 0.5413123927782858] User Vector: [2.236800262838165, -0.05659543543693995] Predicted: 2.642304253809072 Movie Vector: [2.0102644825563485, -0.82661007627632] User Vector: [1.128618596696776, 1.0309798514382644] Predicted: 1.416603545655384 Movie Vector: [2.2782560401259473, 0.14461510818397608] User Vector: [1.6618657408739472, -0.5002597567056635] Predicted: 3.7138105431883734 Movie Vector: [2.3721536615704277, 0.2760273664194654] User Vector: [1.8774750775026505, -0.12372746482487318] Predicted: 4.419507213335768 Movie Vector: [1.9307798680073185, -0.20749659311019295] User Vector: [1.9750785015572148, 0.29385794910121116] Predicted: 3.7524672852438816 Movie Vector: [0.5084041646228656, 0.5782488270087028] User Vector: [0.46556172983494837, 0.19566294278430263] Predicted: 0.3498353894912071 Movie Vector: [0.8552952973246071, 0.23778179725788806] User Vector: [2.000845587683884, -0.6942802502003333] Predicted: 1.5462266161254243 Movie Vector: [1.7063128881707414, 0.8007477817678545] User Vector: [1.3841555348193508, 0.38883869407618693] Predicted: 2.67316415004214 Movie Vector: [0.24478127731699545, 1.3378951420887475] User Vector: [0.9950054658853524, 0.7248900424356033] Predicted: 1.2133855751999083 Movie Vector: [-0.15859186153288043, 1.3836135231757403] User Vector: [0.9660183515532835, -0.5790953656594671] Predicted: -0.9544468277825986 Movie Vector: [1.526737472796487, 0.5228346724064097] User Vector: [1.7623432832815873, -0.2078655672305454] Predicted: 2.5819562047696394 Movie Vector: [1.4283633561800708, -0.7994701832056678] User Vector: [2.1592841674303465, 0.06414046051821302] Predicted: 3.032963994615908 Movie Vector: [1.5136407454875327, -0.2510401904173872] User Vector: [2.1671220910923115, -0.4660492735951981] Predicted: 3.3972413959106906 Movie Vector: [1.7074353426816449, -0.15815331303601315] User Vector: [2.0666682258727542, -0.8546804359512279] Predicted: 3.663872912985064 Movie Vector: [0.9229224850591227, 0.10530530133899317] User Vector: [-0.5157656108783709, -1.1024069819386981] Predicted: -0.5921009787311672 Movie Vector: [0.7114097002880102, 0.1190779903724923] User Vector: [0.5770635696079238, 0.720642884557302] Predicted: 0.4963413275712219 Movie Vector: [0.8358735055516016, -0.2177007667319493] User Vector: [0.34163145024612135, -0.9367730391528098] Predicted: 0.48949688680128806 Movie Vector: [1.9173842804790855, -0.8539875939200663] User Vector: [1.905912831201394, -0.19771467014932112] Predicted: 3.82321317795246 Movie Vector: [2.1337007198916207, 0.3388119409622897] User Vector: [1.7768903298388172, -0.7131608250619847] Predicted: 3.5497247725880245 Movie Vector: [2.3585582697288863, 0.5893628806433385] User Vector: [0.47689338714572643, 0.1993165439040388] Predicted: 1.2422506145067311 Movie Vector: [1.894044637758583, -0.8340996511330778] User Vector: [0.9306602790155163, -0.2706185822745852] Predicted: 1.9884349761096047 Movie Vector: [1.6762304909472407, -0.1433335840997977] User Vector: [1.7197107911897864, 1.1587438671877646] Predicted: 2.716544752265641 Movie Vector: [1.8854495474283948, 0.734453847252043] User Vector: [2.3169992615433106, -0.6504963907875059] Predicted: 3.8908256322313077 Movie Vector: [3.0270648887922667, -0.10604599515597511] User Vector: [0.30127180958264327, -1.388486951979576] Predicted: 1.0592127973542897 Movie Vector: [2.378884630542157, -0.15390223905477352] User Vector: [1.9945302815242167, -0.7947820077751413] Predicted: 4.867076162425923 Movie Vector: [1.3635135783321162, 0.07903143029792073] User Vector: [2.144036428800196, -0.5744475474679557] Predicted: 2.8780233718002415 Movie Vector: [1.9878799378796952, -0.9637868832332537] User Vector: [1.3473109539243933, -0.5644096563378008] Predicted: 3.222263038940417 Movie Vector: [1.623741464803604, -0.5989390676594665] User Vector: [2.1029079465610043, -0.9397293664312477] Predicted: 3.9774194600786563 Movie Vector: [1.6290676269862296, 0.2696948650430242] User Vector: [1.9411587887808728, -0.939306922537918] Predicted: 2.908952687934878 Movie Vector: [1.2551324570278197, -0.020001455562510435] User Vector: [-0.6090985129382321, -0.047611981875917087] Predicted: -0.7635470041764204 Movie Vector: [1.7579717129543302, -0.7083294686173368] User Vector: [-1.0821256054179869, 0.4723981138035302] Predicted: -2.2369597091146867 Movie Vector: [0.7065964965569898, -0.558189820644202] User Vector: [2.095444774926248, -0.28255419524362063] Predicted: 1.6383528122568403 Movie Vector: [2.3377647850761862, 0.06867515466806634] User Vector: [1.5861626008867362, -0.4796089045809381] Predicted: 3.6751378560555876 Movie Vector: [0.5203426083286656, 0.16641045025795287] User Vector: [2.263328845458327, 0.46142480147007264] Predicted: 1.2544923439241145 Movie Vector: [1.8766233599380295, -0.4850833081480858] User Vector: [1.2513798449573195, -0.44657434404978497] Predicted: 2.564994409348267 Movie Vector: [-0.007187124783754689, -0.5805727161262685] User Vector: [1.199611380306826, -0.9256339208329692] Predicted: 0.528776042874327 Movie Vector: [1.197216609380673, -0.9038966695378582] User Vector: [2.339196146396785, -0.6898538467149821] Predicted: 3.4240810735790483 Movie Vector: [1.7568130661399197, -0.13237967638535642] User Vector: [1.5548622768463225, 0.364900582529622] Predicted: 2.683296942983585 Movie Vector: [1.8930728201917912, -0.37074795022724927] User Vector: [2.105237695179224, -0.9478663169896423] Predicted: 4.336787754900363 Movie Vector: [1.9858101123442515, -0.5404539700942161] User Vector: [1.954003876938297, 0.30459865808783565] Predicted: 3.7156591043350016 Movie Vector: [1.0224441591159223, 0.43798002461702246] User Vector: [1.9180252966682523, -0.7523036630417419] Predicted: 1.6315797847565403 Movie Vector: [1.9213552516061667, 0.06388546137027912] User Vector: [0.5076743291847374, -0.18716403773667173] Predicted: 0.9634656775820014 Movie Vector: [0.6836414337158203, -0.3638744354248047] User Vector: [1.1565280098047706, -0.42815322150608925] Predicted: 0.9464444785062771 Movie Vector: [1.3576258231741045, -0.28750540424566] User Vector: [1.7541180429095748, -0.5549732934940614] Predicted: 2.540993773041216 Movie Vector: [1.7951914183951698, -0.08356040965655703] User Vector: [1.12128432740721, 0.2187537731842805] Predicted: 1.9946408472412274 Movie Vector: [0.8324435500707783, 0.00026899551074713334] User Vector: [1.6689209244306864, -0.6100864066036109] Predicted: 1.3891183486159415 Movie Vector: [1.4144366597827773, -1.036605912698877] User Vector: [1.8452260323486689, -0.6719573241661043] Predicted: 3.306510281051378 Movie Vector: [-1.201202557642552, -0.9173443449844496] User Vector: [1.2971463595657946, -0.985063935315875] Predicted: -0.6544926942370124 Movie Vector: [1.8950266506239737, 0.4323704212420816] User Vector: [1.9352327501137023, 0.7641248633348134] Predicted: 3.9977026256674124 Movie Vector: [1.4718919975749094, 0.5110605888271647] User Vector: [1.6876475439621181, -0.5505607840721551] Predicted: 2.202664996191731 Movie Vector: [2.084892359187219, -0.5478504552492501] User Vector: [1.9296953618696888, -1.1085628066115016] Predicted: 4.6305337537956275 Movie Vector: [2.2995730724486876, -0.335936921411913] User Vector: [1.1992661456591445, -0.30143410393848324] Predicted: 2.8590629801427467 Movie Vector: [1.0592041204894669, -0.5361479218905697] User Vector: [1.6112840355240658, -0.16696955775168315] Predicted: 1.7961990711135396 Movie Vector: [2.6186040095628242, 0.058831334968793086] User Vector: [1.5798997399357027, 0.36301395536070813] Predicted: 4.158488389309067 Movie Vector: [2.9074675718718197, -0.04959019138698119] User Vector: [0.8293947209109447, 0.4312830039767314] Predicted: 2.3900508486210916 Movie Vector: [1.3650108243571288, -0.2244485681387342] User Vector: [1.231134033925401, -1.7566518128084323] Predicted: 2.0747892666457934 Movie Vector: [2.3239884994358055, 0.49216126880102556] User Vector: [1.9744813178565863, -0.28649651918902563] Predicted: 4.447669384658411 Movie Vector: [1.7600452766451078, -0.24021612075030668] User Vector: [1.4099390778351713, -0.48478572039191087] Predicted: 2.5980099594488397 Movie Vector: [1.6169741232989536, -0.20159863188573582] User Vector: [2.02258575205226, -0.9745886048332638] Predicted: 3.4669445526074716 Movie Vector: [1.142017422666175, -0.8834140607555101] User Vector: [1.9211664035129352, -0.20450848902519303] Predicted: 2.3746711794014064 Movie Vector: [1.6535506919745298, -0.5620785335094389] User Vector: [0.8157353248710255, -1.53457099217459] Predicted: 2.2114091237561704 Movie Vector: [1.0233531353384944, 0.24307427006314442] User Vector: [1.158175584612152, -0.4290301583377227] Predicted: 1.0809364232123222 Movie Vector: [-0.20220542425713772, 2.1436843906365506] User Vector: [2.1898571367787563, -0.14655708337885712] Predicted: -0.7569731233813448 Movie Vector: [2.0267739580670185, -0.4877019203605397] User Vector: [1.0490331726361741, -0.7724732395986501] Predicted: 2.5028897978268096 Movie Vector: [2.430933739896483, -0.08473042818076011] User Vector: [2.0952871253006538, -0.6680244311626764] Predicted: 5.150106163751691 Movie Vector: [1.9735147095733125, 0.14318901453779287] User Vector: [1.5733338553656653, -0.14775993626919048] Predicted: 3.0838399069712783 Movie Vector: [2.316858096975492, -0.9659702640002479] User Vector: [1.8859341555615743, -1.6207885001215268] Predicted: 5.935075314026427 Movie Vector: [1.8527589628158054, -0.3723232159264346] User Vector: [0.043356387559887175, 0.7449908965677131] Predicted: -0.19704847079911209 Movie Vector: [2.0397747441414396, -0.009120998120510163] User Vector: [1.743504511192695, -0.1354131478754062] Predicted: 3.557591571294789 Movie Vector: [1.7794350288192353, 0.06605579470888256] User Vector: [1.257997211039708, -0.8769070069681412] Predicted: 2.180599514249892
avg loss: 12.043805746189093: 52%|███████████████████████▌ | 36689/70000 [00:58<00:47, 707.32it/s]
Movie Vector: [0.2080671721374568, -0.2572220131611074] User Vector: [0.5719490672723525, 0.3166657931983867] Predicted: 0.03755041220826649 Movie Vector: [1.314031485268057, 0.5919098299756193] User Vector: [2.3101032204308938, -0.1651149659886454] Predicted: 2.9378151944205597 Movie Vector: [0.9183424485158314, -0.08804360586938195] User Vector: [1.704578359014007, -0.1181992767918304] Predicted: 1.5757933544439267 Movie Vector: [0.8532184645021084, 0.45087472430820014] User Vector: [1.658522708530827, 0.20673946211272293] Predicted: 1.5082957966982495 Movie Vector: [0.7906529410847087, 0.5435193161593348] User Vector: [2.200705304923563, -0.11010933333006682] Predicted: 1.6801475722442176 Movie Vector: [2.417740129769498, 0.6140978090844887] User Vector: [0.5054124063078846, -2.302242261889548] Predicted: -0.19184607219414995 Movie Vector: [2.6073701966707366, -0.5403528595318102] User Vector: [2.077965997640043, -0.41080120598622205] Predicted: 5.640004218295593 Movie Vector: [1.81371907878104, 0.15497534902943055] User Vector: [-0.10939911515078393, -0.915869175826557] Predicted: -0.3403564075397583 Movie Vector: [2.642313270547437, 0.5520020273172874] User Vector: [1.7648762629089467, 0.725256224674883] Predicted: 5.063698876703495 Movie Vector: [1.028673190961646, -0.6513829988312453] User Vector: [1.6138468994232273, -0.5961118578623854] Predicted: 2.0484181693665153 Movie Vector: [1.434652248073129, -0.5771966041299932] User Vector: [1.0243399626214371, -0.13953231335408756] Predicted: 1.550109207600371 Movie Vector: [1.7416737385526853, -0.022909465685831795] User Vector: [1.8181692000719794, -0.8576408306689307] Predicted: 3.1863056411916877 Movie Vector: [2.088778483915494, -0.24726446344610153] User Vector: [1.5757655977273255, -1.2743913347489646] Predicted: 3.6065369658341386 Movie Vector: [1.3938576228773358, -0.29896853313359195] User Vector: [1.5984282100619818, -0.33587751969280105] Predicted: 2.3283981545921746 Movie Vector: [1.864638654032041, -0.7303174116688451] User Vector: [2.0772269432579624, -0.9733650735191022] Predicted: 4.584143112696943 Movie Vector: [2.359440760228392, -1.0739275812297413] User Vector: [2.1223994584132644, 0.6215882605689657] Predicted: 4.340135014473288 Movie Vector: [0.41261273875350185, 0.2780557401582002] User Vector: [1.7385111577494345, 0.44432819849450983] Predicted: 0.840879856258066 Movie Vector: [2.117433063308943, -0.3102123080820127] User Vector: [1.555455753397403, -0.2607856995146363] Predicted: 3.3744723745190006 Movie Vector: [2.2005206353605047, 0.22451950569981974] User Vector: [1.3071321545972872, 0.02341784474348605] Predicted: 2.8816290422609305 Movie Vector: [1.745004034691692, -0.0933515743799323] User Vector: [0.5246672601603515, -0.2133192447691284] Predicted: 0.9354601731951853 Movie Vector: [0.3280854149657586, -1.2752513799186695] User Vector: [0.47622438564816705, 0.017861817593136098] Predicted: 0.13346396764868995 Movie Vector: [2.5358211835132485, 0.07621787407611047] User Vector: [1.189942382988505, 0.5947173797999091] Predicted: 3.0628091963069495 Movie Vector: [2.0784552735927075, -0.023358072069125817] User Vector: [0.5938114404619931, -0.1924257194189573] Predicted: 1.238705213770053 Movie Vector: [0.6367173660689986, -0.6772893365912402] User Vector: [1.9219352116204196, -0.4243668569485677] Predicted: 1.5111486727122223 Movie Vector: [0.7307375761766937, 0.48850698162898376] User Vector: [2.2624741382490776, -0.6319288504347821] Predicted: 1.3445732126164158 Movie Vector: [2.0677669517014294, -0.7518991297818403] User Vector: [2.0224339070248405, 0.22970545915898158] Predicted: 4.00920666009859 Movie Vector: [1.8277344060195455, -0.8739129820548649] User Vector: [1.9347195286938488, -0.1340067329212207] Predicted: 3.6532636721742806 Movie Vector: [1.598964353530565, -0.5773750394181143] User Vector: [1.944648562263202, -0.7857530393949123] Predicted: 3.5630979232968643 Movie Vector: [1.5223281052893138, -0.7966790071431314] User Vector: [1.7854917925435108, 0.6896094445533595] Predicted: 2.1687069699490866 Movie Vector: [2.1040590057998036, -0.45320035863224895] User Vector: [2.0012422834235886, 0.13049428848513878] Predicted: 4.151591790883839 Movie Vector: [1.6672300348063764, 0.5181052899519195] User Vector: [1.874718129059122, -0.5695539740458013] Predicted: 2.8304974446971167 Movie Vector: [1.8891653882216966, -1.2967272812672563] User Vector: [1.431086016919061, 0.10968597673229946] Predicted: 2.561325372330321 Movie Vector: [0.21084776986195436, -0.645641110609135] User Vector: [1.0165423941711293, 1.1101723090738755] Predicted: -0.5024371858168505 Movie Vector: [2.1922574370533265, -0.6603616467898122] User Vector: [1.587767672288217, -0.776346006687802] Predicted: 3.993464615341744 Movie Vector: [1.812621707999526, 0.7061252098921391] User Vector: [1.5017897559099331, -0.36095591480040756] Predicted: 2.467296641313407 Movie Vector: [2.2854001681918614, -0.13318395295340665] User Vector: [1.5135837880566974, -0.14665066470309882] Predicted: 3.478676159025654 Movie Vector: [2.3080502630406907, 0.038201340469212426] User Vector: [2.359988298387259, 0.6223901847796963] Predicted: 5.470747752219131 Movie Vector: [1.3163377008788495, -0.601696849300808] User Vector: [1.547648306920145, -0.44305801176702303] Predicted: 2.3038144238380056 Movie Vector: [2.2018301469667088, -0.7079018654410325] User Vector: [2.2127275637180084, 0.12082906721845516] Predicted: 4.786515134735066 Movie Vector: [1.5106563526257473, -1.453801313096428] User Vector: [0.7018597254768739, -1.4025205937246694] Predicted: 3.099255133745509 Movie Vector: [-0.5473064566745983, 0.2485360065415492] User Vector: [2.0393383387022337, 0.3986702503382715] Predicted: -1.0170591281697878 Movie Vector: [1.1699937782551741, 1.0636983519812002] User Vector: [1.5994039589606746, 0.05039311527449965] Predicted: 1.924895754569367 Movie Vector: [2.110906345407602, -0.4812107285188416] User Vector: [2.285656435688526, 0.6224233821536628] Predicted: 4.525289864343307 Movie Vector: [2.1528569026428053, -1.0233348225786743] User Vector: [0.924691458478855, -0.1198933423121564] Predicted: 2.113419421384421 Movie Vector: [2.2295260332959925, -0.6104121266260799] User Vector: [1.285499796040199, -0.3810465935625452] Predicted: 3.098650722588449 Movie Vector: [1.2143868118862682, -0.4282577052813824] User Vector: [1.8705385866222726, -1.0930180874284887] Predicted: 2.739650808671638 Movie Vector: [1.870732013888402, -0.5077845906908578] User Vector: [1.6379322095987512, -1.0908441200719947] Predicted: 3.6180460560936387 Movie Vector: [1.9385092632734213, -0.4831651950887677] User Vector: [2.078576491841075, -0.42178086015120914] Predicted: 4.233129615435962 Movie Vector: [1.1552354863671468, -0.46601037254766176] User Vector: [1.8295568214359468, 0.5359590781449304] Predicted: 1.8638064747712668 Movie Vector: [1.491122074075604, 0.9581674855485993] User Vector: [2.168592519175859, -0.6613598204638802] Predicted: 2.5999426988015966 Movie Vector: [0.5338830343207062, 0.31321827552036724] User Vector: [1.3713019895100742, 0.38193758947011813] Predicted: 0.8517447002598959 Movie Vector: [2.1685806019637877, -0.6907274908110529] User Vector: [2.19246051385273, 0.5896991362159452] Predicted: 4.347205936220704 Movie Vector: [1.3052727874802856, -0.048320501411151455] User Vector: [1.7542691564050747, -1.1224221913711996] Predicted: 2.344035794853601 Movie Vector: [1.20390407212374, -0.44230413094156235] User Vector: [2.2515622380195506, -0.5925635256830065] Predicted: 2.9727582422466687 Movie Vector: [1.3046458795083786, -0.7050068332419973] User Vector: [1.3236103577535938, -0.8744713302059431] Predicted: 2.343351062587246 Movie Vector: [2.2712795495882525, -0.13377402686265819] User Vector: [2.035571808003514, -0.8227146130676953] Predicted: 4.7334104659855845 Movie Vector: [0.8447551727294922, -0.3392314910888672] User Vector: [1.9116994550275612, -0.17017636779939144] Predicted: 1.6726471863353587 Movie Vector: [2.1579385837476246, -0.7416575510235232] User Vector: [1.477711332753424, -0.9274888012579949] Predicted: 3.8766893735324865 Movie Vector: [0.9771259870217914, -0.3505537987013175] User Vector: [1.9000595000565221, 0.14736712140721062] Predicted: 1.804937410179885 Movie Vector: [1.4186535709058088, 0.7662944217343988] User Vector: [2.2561641583232306, 0.5694085099598671] Predicted: 3.6370499046252918 Movie Vector: [2.5306942500696774, -0.5542443070136044] User Vector: [1.8449702321716643, -0.598628174930903] Predicted: 5.000841816079946 Movie Vector: [2.5860053211350125, 0.10129923873763107] User Vector: [1.9686804542699547, -0.013463976524112731] Predicted: 5.0896542397843225 Movie Vector: [2.030139146478142, -0.5163960731995566] User Vector: [1.9875646322334561, 0.23189363339473573] Predicted: 3.9152838043675517 Movie Vector: [1.9175696872397714, 0.00037032887928508014] User Vector: [1.6686596593382386, -0.3710133090240047] Predicted: 3.199633784123919 Movie Vector: [2.169399509840657, -0.41983986031520415] User Vector: [1.9722302967238161, -0.21494111471890692] Predicted: 4.368796286585121 Movie Vector: [-0.06632231770863185, 0.40275095246558457] User Vector: [2.0029409749607225, -0.5811009202697109] Predicted: -0.3668786368102357 Movie Vector: [1.2862574685373602, -0.38227961984324743] User Vector: [1.7418705803691954, -0.49308602684660774] Predicted: 2.4289907821183223 Movie Vector: [0.9913715705597909, -0.42738878611449294] User Vector: [2.647076299093431, 0.40571648487849993] Predicted: 2.4508375120449926 Movie Vector: [1.935151279991689, -0.5816323647896408] User Vector: [0.9141080750133974, 0.6250564062477837] Predicted: 1.4053843757201019 Movie Vector: [1.6886335994149322, -0.6741260788671976] User Vector: [1.905501406998216, -0.6374507401635715] Predicted: 3.647415867527076 Movie Vector: [2.2040986145167785, -0.10662158901421741] User Vector: [1.9794129931067028, 0.2976833656213324] Predicted: 4.331081962197346 Movie Vector: [1.7247064836213843, -0.6281822972518201] User Vector: [1.64055349089119, -0.34491297152851363] Predicted: 3.0461414652744647 Movie Vector: [0.05678203355160191, 1.2545041492938585] User Vector: [2.0894624838108196, -0.8355446567992106] Predicted: -0.9295503100143632 Movie Vector: [1.7115233109401435, -0.37405187142940255] User Vector: [1.6591583274005122, -0.46850369446396134] Predicted: 3.0149328375722693 Movie Vector: [1.4427331288606045, 0.3226749885302316] User Vector: [1.9362341707144226, 0.9954675612632888] Predicted: 3.114681667234486 Movie Vector: [2.382183367629712, -0.1531720148949249] User Vector: [0.4427598421638665, 1.0942358500651101] Predicted: 0.8871288219323853 Movie Vector: [2.4453285353709573, -0.24200378990310764] User Vector: [2.2362647960574273, 0.24392773582155058] Predicted: 5.409370681913442 Movie Vector: [1.638533243385203, -1.3873522298450944] User Vector: [2.1954365614479014, -0.6441103350374717] Predicted: 4.490903699256195 Movie Vector: [1.076228271498179, 0.1611195093077769] User Vector: [2.0424429926290735, -0.49524493580471873] Predicted: 2.1183412705467384 Movie Vector: [1.1509207843721714, 0.6987242821746864] User Vector: [2.2560350907319364, -0.0478823041253648] Predicted: 2.563061147617477 Movie Vector: [2.3037107310954865, -0.0625962537587706] User Vector: [1.4842664476419722, -0.01093884818150128] Predicted: 3.4200052741543865 Movie Vector: [1.2876982009544642, 0.237800886495702] User Vector: [0.5488755549259416, 0.1460067986782352] Predicted: 0.741506610786102 Movie Vector: [1.1303542300985476, -0.7470582693693976] User Vector: [1.777875790549638, -0.7619730802439928] Predicted: 2.578867711070729 Movie Vector: [0.7281574283415719, 0.3673279423302339] User Vector: [1.8201241957983405, -0.7062956869924838] Predicted: 1.0658948122951233 Movie Vector: [1.9725916233491836, -0.5756219257172829] User Vector: [1.5626540255007233, 0.48390475123224724] Predicted: 2.8039320561275596 Movie Vector: [1.244051081223056, -0.795787174012731] User Vector: [1.995877015498949, -0.5382041021291515] Predicted: 2.9112688805951303 Movie Vector: [1.7740935113379452, 0.6206123861933429] User Vector: [2.106770235892592, -0.852565852894666] Predicted: 3.208494477025039 Movie Vector: [2.0416587450280037, -0.19099970988542248] User Vector: [1.9137400454889644, 0.05047028096650888] Predicted: 3.897564290560395 Movie Vector: [1.6493878346098967, -1.1554244317501703] User Vector: [1.8874351178621047, -0.5656020663704757] Predicted: 3.7666229681500814 Movie Vector: [2.409241723251563, -0.0633740032682825] User Vector: [1.969722134259063, -0.6967084495249611] Predicted: 4.7896899526262855 Movie Vector: [1.7070563717096572, -0.4545561161756409] User Vector: [2.015659822512167, -0.8499557194231724] Predicted: 3.8271975139608214 Movie Vector: [1.514511672086812, -0.22840867398503567] User Vector: [1.6620350328480467, -0.32293950761481777] Predicted: 2.5909336413772355 Movie Vector: [2.3611459938496693, -0.3514132011823042] User Vector: [0.27102706255281994, 0.6561073380877249] Predicted: 0.4093696829748268 Movie Vector: [1.7648652583568554, 0.28237387123482877] User Vector: [-0.6549812310247449, 0.20100191397742456] Predicted: -1.099195930935962 Movie Vector: [-1.1491721100185666, 0.061278027555477455] User Vector: [1.7927987065993176, -1.1238485347397194] Predicted: -2.129101493981258 Movie Vector: [1.7491483313349236, -0.46408409410896756] User Vector: [1.6488766225991238, 1.2157268828280925] Predicted: 2.3199302838952276 Movie Vector: [1.464303199803843, -0.9457404510097837] User Vector: [1.8139263978947386, -0.5592620964865904] Predicted: 3.18505501600983 Movie Vector: [2.3221110154101927, -0.45930166026680075] User Vector: [1.9606485544194976, 0.7219230192092124] Predicted: 4.221263164257974 Movie Vector: [1.9748598282147536, -0.15513340797652014] User Vector: [1.5359547261494788, -0.1439920560900589] Predicted: 3.0556332650119957 Movie Vector: [1.9475293041514807, -0.24830198723020794] User Vector: [1.7710528649819608, -0.2807959200300044] Predicted: 3.5188995387033892 Movie Vector: [0.8126312114053025, 0.7858091441159337] User Vector: [1.858189192544955, 0.1116184173081993] Predicted: 1.5977333075305789 Movie Vector: [1.1204942436451373, -0.13618836029957263] User Vector: [2.163144560757765, -0.4351762972042938] Predicted: 2.483056974858857 Movie Vector: [1.712958261689055, -1.1338795064532974] User Vector: [1.938056559384918, 0.40885413090112255] Predicted: 2.8562186748615033 Movie Vector: [1.8474128351559314, 0.6094120264525562] User Vector: [2.265577376636688, -1.002677034502943] Predicted: 3.574413281163643 Movie Vector: [0.06947655289933585, 2.1255019633403007] User Vector: [1.8720309853210586, 0.5786394198192584] Predicted: 1.3599614826727804 Movie Vector: [1.1015904530216127, -0.7098722173520482] User Vector: [-0.43355638030084365, -0.2519900023434526] Predicted: -0.2987208676719224 Movie Vector: [1.69487061240638, -0.42632972150291426] User Vector: [2.125272200210448, 0.5285163902064439] Predicted: 3.3767391500544974 Movie Vector: [2.0091493999142327, -0.7550161637689984] User Vector: [1.975743396627808, 0.9982991286398538] Predicted: 3.215831681319672 Movie Vector: [1.3271213582260155, -0.26276888714080415] User Vector: [1.95138910977726, -0.39713369823158867] Predicted: 2.694084545725479 Movie Vector: [2.427883079243171, -0.06996761868441928] User Vector: [1.6002037374725557, 0.5254665760170653] Predicted: 3.8483419325291304 Movie Vector: [2.3526823761014803, -0.24744760201113308] User Vector: [2.191217734606203, 0.24838585236397284] Predicted: 5.093776862868069 Movie Vector: [2.262382151687886, -0.2288787379426319] User Vector: [1.9936738130503926, -0.9361359023271086] Predicted: 4.724713654800154 Movie Vector: [2.302589146768502, -0.46648973398794125] User Vector: [1.333685365354229, -1.0749639166544038] Predicted: 3.5723890789953807 Movie Vector: [1.8783569747972846, -1.2966822398068591] User Vector: [1.8466920796544115, -0.3483563321982577] Predicted: 3.9204544172075053 Movie Vector: [1.3456103158500294, 0.2727416636912251] User Vector: [0.858796874539016, -0.06946602269912702] Predicted: 1.1366596549984913 Movie Vector: [1.5085758503951867, -0.12023865700077155] User Vector: [1.485988601251599, -0.5635753325489972] Predicted: 2.3094900589151397 Movie Vector: [0.7026520643476631, -0.6267468326584912] User Vector: [1.45928563045337, 0.18363863605314246] Predicted: 0.9102751272109091 Movie Vector: [2.106581997172205, -0.08645437080343933] User Vector: [1.5678906328110267, -0.011693751250211512] Predicted: 3.303901156521314 Movie Vector: [1.1557226951122805, 0.06803690092995046] User Vector: [0.9352229803135065, -0.9626172940953097] Predicted: 1.0153649258670454 Movie Vector: [-0.4649639129638672, 1.363687515258789] User Vector: [2.0293789828904916, -0.4125756260094749] Predicted: -1.506212223060596 Movie Vector: [1.1902529978670953, -0.9501324604958752] User Vector: [1.5217596052607645, -1.0392857625504537] Predicted: 2.798738070925067 Movie Vector: [1.0275876807208781, -0.09561891466719005] User Vector: [2.156571726578267, -0.7129889779908836] Predicted: 2.2842417710679386 Movie Vector: [2.0568778982508817, -0.4959235997477436] User Vector: [0.802920152896519, -0.5747001432038268] Predicted: 1.9365160803462542 Movie Vector: [1.967880580425953, 0.046732991965490994] User Vector: [0.8571178287148474, -0.33706426819656105] Predicted: 1.6709535085273224 Movie Vector: [0.8580896670601753, 0.6063752761768533] User Vector: [2.372911712927606, -0.1368226727433508] Predicted: 1.953205135737235 Movie Vector: [2.302433044049325, 0.19178464245047486] User Vector: [1.9540919045072334, -0.06556020970748384] Predicted: 4.486592330669004 Movie Vector: [2.4211973948538748, 0.27279533588152627] User Vector: [2.0634759524842585, -0.5464858107866067] Predicted: 4.847003820190484 Movie Vector: [1.6030595343744705, 1.317701278770126] User Vector: [1.8890335597356485, 0.38188286563054996] Predicted: 3.531440799069353 Movie Vector: [1.3637170572527781, -0.7407670819191893] User Vector: [1.7150581699676073, 0.1290853413146755] Predicted: 2.2432319089613455 Movie Vector: [2.032445928577512, -1.5081699016432655] User Vector: [1.885541582186123, -0.3709230623812106] Predicted: 4.391676310386475 Movie Vector: [1.8311475489839029, -0.7329367638553563] User Vector: [1.8000668357749157, -0.07838996074479763] Predicted: 3.3536428584834868 Movie Vector: [2.0566984407760924, -0.5495766924796422] User Vector: [2.1582235382188775, -0.2762140478047406] Predicted: 4.59061578870997 Movie Vector: [0.7437160169921858, -0.7401062818102229] User Vector: [0.9822344572978426, -0.5431046920356116] Predicted: 1.1324586925901954 Movie Vector: [1.0372322864661314, -0.7472782279149252] User Vector: [1.7553422236785996, -0.9335473345051698] Predicted: 2.5183172260004225 Movie Vector: [1.3403289860435565, 0.2731688578125532] User Vector: [2.230648870280444, -0.19078971582150736] Predicted: 2.93768552976885 Movie Vector: [2.2959830603919578, -0.42133658705617383] User Vector: [1.1620062247809602, -0.6669747828829081] Predicted: 2.948967486839511 Movie Vector: [0.14985332851924713, 0.23346202212532657] User Vector: [0.19111350811467595, 1.4357194016902703] Predicted: 0.3638249500391489 Movie Vector: [1.3434644733795078, -0.3454455599901879] User Vector: [-0.9411099436206054, -0.4408395484127444] Predicted: -1.1120617101312127 Movie Vector: [1.5399949876378887, -0.14538399361397258] User Vector: [0.18716241016763818, 1.394851468611757] Predicted: 0.08544009652729745 Movie Vector: [1.8248049574437468, -0.42022069441578164] User Vector: [1.7435750257541427, 0.08274575184473967] Predicted: 3.146912873371116 Movie Vector: [2.031244385247079, 0.10907285989550687] User Vector: [2.010304394353718, -0.14173914002974974] Predicted: 4.067959620306346 Movie Vector: [1.5560529829724492, 0.3798169909498442] User Vector: [1.8809898666512466, -0.10831643074941352] Predicted: 2.885779472145952 Movie Vector:
avg loss: 12.020521142085025: 53%|███████████████████████▋ | 36761/70000 [00:59<00:53, 620.89it/s]
[0.9141534866315575, -1.2214186999797814] User Vector: [1.7388709402326394, -0.11946451089929311] Predicted: 1.735511120412297 Movie Vector: [2.1762731625584077, -0.6162189213965502] User Vector: [2.183543883021049, -0.5074221741274832] Predicted: 5.064671096720814 Movie Vector: [2.391972426642669, -0.13290084555270937] User Vector: [1.9198927473536962, -0.9286716827264884] Predicted: 4.715751765656489 Movie Vector: [1.1162536406892776, -0.4181729140015514] User Vector: [1.1179439714363868, -0.17719155523204605] Predicted: 1.322005737190348 Movie Vector: [2.087205055799722, -0.8900245817006831] User Vector: [1.8428501154039953, -0.9243911020577167] Predicted: 4.669136881889074 Movie Vector: [1.495453219893711, -0.044237858396556425] User Vector: [1.790610204946502, -0.5970117065787802] Predicted: 2.704184315898503 Movie Vector: [2.172980244220945, -0.6546952034353609] User Vector: [1.4479373471207133, -0.786618365549751] Predicted: 3.6613345210225803 Movie Vector: [-0.4809897313924403, 0.39187385155939686] User Vector: [1.9741169601465611, -0.46618533239474036] Predicted: -1.1322158281441796 Movie Vector: [1.9093969494524639, -0.8146419469759246] User Vector: [1.6870639830085647, -0.8062564880752334] Predicted: 3.8780851778952563 Movie Vector: [1.1542710015545727, -0.8095231731061541] User Vector: [2.026222794555692, 0.3504931717013884] Predicted: 2.055077869936756 Movie Vector: [1.1578927935892371, -0.8841911835252636] User Vector: [1.7603995244820618, -0.7518537546490409] Predicted: 2.703136384396748 Movie Vector: [2.3890194677855927, -0.14322359481624683] User Vector: [2.097961092363329, 0.07970049263131986] Predicted: 5.000654901249438 Movie Vector: [2.106069277271453, 0.5739328783437438] User Vector: [0.4122800207617966, 0.25692678614655023] Predicted: 1.0157490152559538 Movie Vector: [1.483458171496999, -0.13726359686552958] User Vector: [0.9013556985231643, -0.5984334480207104] Predicted: 1.4192666039595372 Movie Vector: [2.1091788891731347, 0.1304480883425558] User Vector: [1.4247591045741101, -1.2565155572101159] Predicted: 2.8411617731141905 Movie Vector: [2.197364233088806, -0.19834936674020154] User Vector: [1.915845239867631, -0.9612805741646584] Predicted: 4.400479199363794 Movie Vector: [1.305935025320932, -0.6872644511087769] User Vector: [1.7041861953345507, -0.6533170830010029] Predicted: 2.6745580486044807 Movie Vector: [0.22574473267507966, -0.9214032590948481] User Vector: [-0.057542419125925115, 0.013471914089827827] Predicted: -0.025402963571672522 Movie Vector: [0.3078677013836455, -1.8082392409538417] User Vector: [0.5439146672934343, 0.08117773363459861] Predicted: 0.02066499491870019 Movie Vector: [1.614570765093219, 0.32849653761870984] User Vector: [-0.8002806384782775, -0.994925622902397] Predicted: -1.618939345068738 Movie Vector: [1.3570559872560202, -0.08145259653821843] User Vector: [1.9028846547776088, 0.4544779455790416] Predicted: 2.545302605086791 Movie Vector: [1.645695115193873, -0.1326203494551303] User Vector: [0.7764541897323626, 1.0727796362947273] Predicted: 1.1355344569606116 Movie Vector: [0.6406253252587284, -0.45560492354196724] User Vector: [1.7990845168598644, -0.9650527088375849] Predicted: 1.592221869405209 Movie Vector: [-0.7502443125786795, -0.5581206802368108] User Vector: [1.1674841258607682, -0.9749259144676333] Predicted: -0.33177201088976216 Movie Vector: [1.8589965240804525, -0.26514347562803653] User Vector: [1.6631434952934285, 0.18130092821994517] Predicted: 3.0437072185546725 Movie Vector: [2.444204813446207, 0.00010767089049498746] User Vector: [2.0150259333043476, 0.04099486043634563] Predicted: 4.925140499354551 Movie Vector: [1.1793852003472753, -0.02592246330693461] User Vector: [1.8600064337940023, -0.8017018100227157] Predicted: 2.2144461463207774 Movie Vector: [2.0876749522747153, -0.18829713806826795] User Vector: [1.4414899900992262, -1.4191109383213851] Predicted: 3.2765770745721734 Movie Vector: [2.2104913465819775, -0.6861686202570451] User Vector: [1.3042414305482009, -0.5592300588604856] Predicted: 3.2667405139750625 Movie Vector: [2.668660350082813, -0.08999559736900056] User Vector: [1.9162662677566686, -0.6577956400393794] Predicted: 5.173062520535465 Movie Vector: [1.5473424609868422, 0.2554627801856039] User Vector: [1.9161811165997784, -0.7169810944011545] Predicted: 2.781826420939781 Movie Vector: [2.1179729990117466, 0.3678056493792966] User Vector: [1.5097019668570488, -0.23978886320311876] Predicted: 3.1093123038138097 Movie Vector: [2.0602946243797957, 0.1807655848975823] User Vector: [1.7000612976613927, -1.2525447423505374] Predicted: 3.2762101697265207 Movie Vector: [1.7079047068071183, -0.2602547354586357] User Vector: [1.8954832388579412, -0.6570947711180796] Predicted: 3.4083167711480677 Movie Vector: [2.343435527475929, -0.2484957800818308] User Vector: [1.7198742896754236, -0.21704712763878087] Predicted: 4.084349808514935 Movie Vector: [0.9374309380402701, -0.3567670714578045] User Vector: [1.5888869963520993, -0.4619081818137633] Predicted: 1.654265456738431 Movie Vector: [1.4992118860412955, -0.6117798651568483] User Vector: [0.2668674074453022, -1.5940493801608733] Predicted: 1.375298104087199 Movie Vector: [2.3474038429901536, 0.37787059042789944] User Vector: [1.70716762747826, 0.12171708579032421] Predicted: 4.0534051564436036 Movie Vector: [2.139498574230524, 0.8402121408302854] User Vector: [1.9109440907335227, 0.62395657246975] Predicted: 4.612718045098553 Movie Vector: [1.859732643024751, -0.4159023799004443] User Vector: [1.8083727394346603, 0.311441250303397] Predicted: 3.233560657082377 Movie Vector: [0.7666197445137635, 2.3882067869266574] User Vector: [0.8505217956703246, -0.0711432978739961] Predicted: 0.48212189487314927 Movie Vector: [2.0526856075060724, -0.38247773357167203] User Vector: [1.6252564247993222, 0.049073406587711976] Predicted: 3.317370986362035 Movie Vector: [1.4628700565552606, 0.1107373485344094] User Vector: [1.516808973954601, 0.6406258031645286] Predicted: 2.28983563235766 Movie Vector: [1.6423720230112373, -0.8733174810701173] User Vector: [1.6411475007610532, -0.5378890301362539] Predicted: 3.1651226337786085 Movie Vector: [2.304433068284391, -0.13349803948307218] User Vector: [1.8448743651115733, -0.5986071792012592] Predicted: 4.33130237863714 Movie Vector: [2.3433011230502117, 0.3775780760275173] User Vector: [1.931372632523319, -0.714473009093015] Predicted: 4.256018314673406 Movie Vector: [1.9782884027462089, -0.858596160504404] User Vector: [2.138787745572076, -0.4322158940241153] Predicted: 4.6022379001190306 Movie Vector: [1.4715144913877793, -0.15496015329491933] User Vector: [1.839320461606395, 0.26954268533514025] Predicted: 2.664818337720812 Movie Vector: [1.3842484892214661, -0.39954708702317066] User Vector: [1.7165178693720236, 0.30310344108567927] Predicted: 2.254983170447391 Movie Vector: [2.0588781453108984, -0.3097001672083917] User Vector: [1.9175160293515139, -0.3109222965170381] Predicted: 4.044224533335307 Movie Vector: [2.4150675151164247, -0.48732845411342063] User Vector: [2.016084392875969, -1.333465703458756] Predicted: 5.518815704847793 Movie Vector: [-0.30509494121010006, -0.03907575617439726] User Vector: [1.7403607531983039, 0.4588985064717006] Predicted: -0.5489070678290852 Movie Vector: [1.8611669977316951, -0.3563826106292415] User Vector: [2.020963736014814, -0.0028930438511684878] Predicted: 3.762382039603666 Movie Vector: [1.4664522960764268, -0.1259729546903948] User Vector: [2.0233619290913993, 0.35249957824314926] Predicted: 2.9227583333113034 Movie Vector: [1.3846983718378683, -1.0369042993983297] User Vector: [0.6444029609857417, 0.4750576417674797] Predicted: 0.39971441967372656 Movie Vector: [1.6059084561444292, -0.049494752451910484] User Vector: [1.5635584924441426, 0.6441646805238633] Predicted: 2.4790490332916915 Movie Vector: [1.8494635970482185, 0.19431311225608797] User Vector: [1.5563025359048426, -0.5733459341284705] Predicted: 2.7669162532899576 Movie Vector: [1.571128901012045, 0.15020487158447862] User Vector: [1.782160184711838, -0.5609117981815491] Predicted: 2.715751687817655 Movie Vector: [2.489472175965102, 0.10195943729730458] User Vector: [2.144686712367511, -0.5532983652877442] Predicted: 5.282723906618731 Movie Vector: [0.6537528806179045, -1.186633330476168] User Vector: [2.3188236037923176, -0.028911156872298963] Predicted: 1.5502445529913131 Movie Vector: [1.5708230298350117, -1.181781759122496] User Vector: [2.2359108674398396, -0.7203716302765638] Predicted: 4.363542335683055 Movie Vector: [0.38951556120827624, -1.272947310450639] User Vector: [1.9089599029571496, -0.681516597045334] Predicted: 1.6111043071607805 Movie Vector: [2.052223698748435, 0.7238670387623666] User Vector: [1.872957568482391, -0.5522312823049221] Predicted: 3.443985885755799 Movie Vector: [0.9986587104232364, -0.4983147584648409] User Vector: [1.9339347859498681, -0.2407869596484654] Predicted: 2.0513285150180414 Movie Vector: [2.0337662878930916, -0.7687712184807306] User Vector: [1.792171945814467, -0.2827579702041557] Predicted: 3.862235074794214 Movie Vector: [1.5966464957372428, -0.1073227988244556] User Vector: [2.110922681304792, -0.277814248697215] Predicted: 3.4002131046010593 Movie Vector: [0.5939802017695642, -0.15901140900704605] User Vector: [1.5275587892141154, -1.1097049797189833] Predicted: 1.0837954302395225 Movie Vector: [2.0034797769366204, -0.3911459864109924] User Vector: [1.7758676553354251, -0.7636655432722032] Predicted: 3.856619646191669 Movie Vector: [2.208220893120049, -0.3904279654591744] User Vector: [2.3908926644054276, -0.15972442279442128] Predicted: 5.341980016173293 Movie Vector: [0.5770511548797086, -0.4723750701646137] User Vector: [2.1045578697145615, -0.9403379629699958] Predicted: 1.658629760466369 Movie Vector: [2.294549390548913, -0.14681246580250545] User Vector: [1.2596975391234724, -0.5753005148303214] Predicted: 2.9748995078314198 Movie Vector: [1.8427345849586299, -0.7827836627466911] User Vector: [1.9710069986358019, -0.3949696211466757] Predicted: 3.9412185302965668 Movie Vector: [1.9513869851516752, 1.0756974570102393] User Vector: [2.6269636619361822, 0.41438721524385036] Predicted: 5.571977974024016 Movie Vector: [1.0010901256378073, 0.41299514575655716] User Vector: [1.7508288268058996, -0.28868805414322213] Predicted: 1.6335106851983558 Movie Vector: [0.029354725511253107, -0.2131321606939155] User Vector: [1.9016976103037293, -0.8026181671153586] Predicted: 0.22688755552535847 Movie Vector: [0.6815442126007559, -0.011518236230587103] User Vector: [1.9455942491758702, -0.6287181001059824] Predicted: 1.333250224194594 Movie Vector: [0.6305249075276059, -0.2093931230694593] User Vector: [0.8774076534071313, -0.4232137714161881] Predicted: 0.6418454328513851 Movie Vector: [-0.6619769869125278, -0.087596687447408] User Vector: [0.7286237862984325, 0.8627474653264263] Predicted: -0.5579059987128764 Movie Vector: [0.8466308950945414, -1.2409750965368296] User Vector: [1.4785242623932204, -0.7341608917151513] Predicted: 2.1628397031587436 Movie Vector: [2.2124334525973106, -1.0390406493792899] User Vector: [1.8132159410796782, -0.28617153905688375] Predicted: 4.308963466602929 Movie Vector: [-0.713142108273471, -2.0312389667060406] User Vector: [0.5185454755141397, -0.14663811379478073] Predicted: -0.07193956289958992 Movie Vector: [2.0846143204360663, -0.20549116326453928] User Vector: [1.8501630207940756, -0.809748168518054] Predicted: 4.023272421388686 Movie Vector: [1.1625607693190405, -1.1774970553088322] User Vector: [1.7015262713520556, 0.12080897508044847] Predicted: 1.835875478627498 Movie Vector: [2.098668742589261, -0.13779185951526973] User Vector: [1.957009894302539, -0.15656046149670966] Predicted: 4.128688251226853 Movie Vector: [1.6239101770626105, -0.7110871697459333] User Vector: [0.8733672973875836, -0.5958436961259818] Predicted: 1.8419668500305446 Movie Vector: [1.1492489999552085, -0.8103918718857651] User Vector: [1.6456559901380292, -0.48351330155191996] Predicted: 2.283103750462755 Movie Vector: [2.041880439208647, -0.5086522144928374] User Vector: [1.9606116993253968, -0.8182996058556804] Predicted: 4.419564584373261 Movie Vector: [0.9384579457000344, -0.7439142158367281] User Vector: [1.7559227114915485, -1.0447600882212633] Predicted: 2.4250715024010248 Movie Vector: [0.37152300988858156, -0.14430547225285656] User Vector: [1.7132606375834716, -0.252929202296169] Predicted: 0.6730148167825286 Movie Vector: [1.0205088917833995, -0.9108478812682193] User Vector: [1.9037229000360056, -0.7161090594400688] Predicted: 2.5950325665263874 Movie Vector: [0.9914309549332811, -0.5354313858998272] User Vector: [2.1081120296449236, -0.7703366350930075] Predicted: 2.5025099347944626 Movie Vector: [2.301937246993354, 0.2596010417578635] User Vector: [1.6890083801716405, -0.3203565362135614] Predicted: 3.804826410266029 Movie Vector: [1.0542293681739163, -0.7824739740078697] User Vector: [0.0687493250738011, -1.7818299590245381] Predicted: 1.4667131265791464 Movie Vector: [1.9325465927428331, -0.8555604945894207] User Vector: [1.714688173109006, 0.42017847469145425] Predicted: 2.954226682935394 Movie Vector: [1.9022177411805525, -0.5298059233320652] User Vector: [1.349320835424133, 1.2880930525199317] Predicted: 1.8842627026604095 Movie Vector: [0.8447339413186731, -1.5766262792974255] User Vector: [2.004215342498594, 0.01816966293331586] Predicted: 1.6643819574535492 Movie Vector: [1.3059503545870543, -0.9970995508385914] User Vector: [2.1705376982295825, -0.34187532915042634] Predicted: 3.1754982137861774 Movie Vector: [2.479530197058174, -0.021916355294973443] User Vector: [1.7867549654288222, -0.8262129260485297] Predicted: 4.448420467560977 Movie Vector: [2.1784832825171914, 0.3581946848231095] User Vector: [2.112120970455445, -0.9870319121692945] Predicted: 4.247670640101342 Movie Vector: [0.6802942823179483, 0.6106538329495889] User Vector: [1.428065849416241, 1.31063859467174] Predicted: 1.7718515135793536 Movie Vector: [1.7701900235627872, -0.13771766557521356] User Vector: [1.3151048268137184, -0.11443565987537063] Predicted: 2.343745256301507 Movie Vector: [2.2074833271869094, 0.22464424537179095] User Vector: [1.8534157546657783, -0.3529978726990528] Predicted: 4.012085436039923 Movie Vector: [2.4224631291842416, -1.0554701864443652] User Vector: [1.456673711711451, 0.6474589129833788] Predicted: 2.8453647782713123 Movie Vector: [1.6198486461114523, -0.5615084393974872] User Vector: [1.151215260219227, -0.596762527116461] Predicted: 2.1998816759410227 Movie Vector: [0.3512160949114318, -0.8223085299075392] User Vector: [1.7103903391562574, -0.6288898581301714] Predicted: 1.117858110405482
avg loss: 11.999139383844675: 53%|███████████████████████▋ | 36890/70000 [00:59<00:53, 621.36it/s]
Movie Vector: [2.4388038505304848, -0.06638151263965154] User Vector: [1.7018848693542419, -0.1921425806927029] Predicted: 4.163318087689564 Movie Vector: [1.91465951709613, 0.11066590074910974] User Vector: [1.7802022912467, -1.0640064749316722] Predicted: 3.2907320243406324 Movie Vector: [1.7273626588783069, 0.20426458009139056] User Vector: [1.7233114672711798, -0.6633819937852153] Predicted: 2.8412784337802948 Movie Vector: [1.8832011137157927, -0.38759519155994604] User Vector: [0.8219999789511779, -0.9130006808175906] Predicted: 1.9018659496110715 Movie Vector: [-0.6154685482589953, 0.23447746114414753] User Vector: [1.879586175188489, 0.5287097213541837] Predicted: -1.0328556614255784 Movie Vector: [1.8082482695182769, -0.05431305344678608] User Vector: [0.27552951998113145, 1.11803408827429] Predicted: 0.43750193251531216 Movie Vector: [1.16626964224278, -0.741404062302468] User Vector: [1.9940608077915856, -1.1365786255300698] Predicted: 3.1682765950075913 Movie Vector: [2.362727297028352, -0.26033145471675245] User Vector: [1.3771802992377782, -0.5818713431022111] Predicted: 3.4053808991465617 Movie Vector: [1.8648179001284773, 0.17523322307421932] User Vector: [2.095680310160191, 0.4030490737474313] Predicted: 3.978689743583365 Movie Vector: [0.5425388211969204, 0.2754915396116834] User Vector: [1.7600715005523382, 0.1923621716680436] Predicted: 1.0079012679678367 Movie Vector: [1.242735322455041, 0.5466846699804984] User Vector: [1.9751266902616154, -0.9666317298665781] Predicted: 1.926116956077038 Movie Vector: [2.172801911573023, 0.8510862612824714] User Vector: [0.9014980098258639, -1.2136053444229815] Predicted: 0.9258937637715317 Movie Vector: [1.8698410926717173, -0.39778053488435233] User Vector: [1.518791825030386, -0.11501561183774409] Predicted: 2.8856503372525575 Movie Vector: [1.3767458237891712, -0.7023583430845112] User Vector: [1.2369703648736807, 1.813622386604085] Predicted: 0.4291809695545854 Movie Vector: [1.7213000942344958, -0.6274661317063878] User Vector: [1.8721522416168277, -0.2253495102468444] Predicted: 3.363935015392885 Movie Vector: [1.8917389208389586, -0.4170441743100927] User Vector: [1.9394408915256856, -0.11651702954409407] Predicted: 3.7175085675450297 Movie Vector: [0.6693233997046718, 1.2838076364446716] User Vector: [2.1272646608749466, -0.6246496623988335] Predicted: 0.6218980081982166 Movie Vector: [1.5981892507476232, -0.7941096530564181] User Vector: [1.8794102624755433, -0.22585239663408677] Predicted: 3.1830048475662376 Movie Vector: [0.1834902835035872, -0.6878933343694928] User Vector: [1.6325133480337677, -0.4916572679285881] Predicted: 0.637758094456498 Movie Vector: [0.10796799056146768, -1.0337848625992612] User Vector: [1.392578450623596, -0.8982296530377847] Predicted: 1.0789301154612798 Movie Vector: [1.510567576709046, -0.4236452960241832] User Vector: [1.9375276610232395, 0.7264962134506933] Predicted: 2.618989760310854 Movie Vector: [1.0964261224078562, 0.5145410797148409] User Vector: [1.4290004903075522, -1.0423672269038244] Predicted: 1.0304527081163766 Movie Vector: [1.7888508370969514, 0.6353298216926883] User Vector: [1.7157964391732876, 0.23700518957631064] Predicted: 3.219880361336863 Movie Vector: [1.5075215094842216, -1.4475369814864343] User Vector: [2.078866709089285, -0.6674520959839501] Predicted: 4.100097871610176 Movie Vector: [1.246390391571482, -0.6841310727988754] User Vector: [1.6980964465935493, 0.23071884479202637] Predicted: 1.9586491641933896 Movie Vector: [1.6561602991934559, 0.1682314028433502] User Vector: [1.7356491040702768, -0.6619230400518261] Predicted: 2.7631568978896293 Movie Vector: [0.8877446697815408, 0.8010459527531216] User Vector: [0.8032051625949079, -0.44197915286357986] Predicted: 0.3589954902320214 Movie Vector: [0.9348495278343961, -1.2228405665385025] User Vector: [1.7373635248582908, 1.0120449850140496] Predicted: 0.38660380805344463 Movie Vector: [1.9119785037886285, 0.5225493726412104] User Vector: [1.6465449935303127, -0.2723399737317996] Predicted: 3.0058475507320686 Movie Vector: [0.1892708654579594, -0.40329903528732736] User Vector: [2.2102131371453466, -0.7010383837325078] Predicted: 0.7010570571727589 Movie Vector: [1.911917856173657, -0.6295134886275938] User Vector: [1.397053523530611, -0.9410781177192327] Predicted: 3.2634729466250225 Movie Vector: [0.5807405000674444, -0.04370664845761059] User Vector: [1.198488714918876, -1.0163223272811654] Predicted: 0.7404309783052754 Movie Vector: [1.4134384779512934, -0.39037115996770566] User Vector: [1.4711831134826554, 1.013340199173191] Predicted: 1.6838480317154247 Movie Vector: [1.2686129933025567, -0.3242762111869006] User Vector: [2.2178243455629296, -1.018429480779227] Predicted: 3.143813235032002 Movie Vector: [2.0002449346007154, -0.5570876924373726] User Vector: [1.3358561192795904, 0.6394324601802166] Predicted: 2.315819482233021 Movie Vector: [2.234138350099339, 0.41796067934174636] User Vector: [2.109699691390825, 0.24322851652767266] Predicted: 4.815020943732174 Movie Vector: [-1.4960012454723501, -0.12250695827087407] User Vector: [1.7559417970312392, -0.7355403018399547] Predicted: -2.536782310271637 Movie Vector: [1.3437575095819123, -0.7308467633819916] User Vector: [0.959002688754983, -0.6527705656301322] Predicted: 1.7657423198455677 Movie Vector: [1.6320256759718823, -0.42291745956187754] User Vector: [2.0489750320896287, -0.36726625649069383] Predicted: 3.4993031739734306 Movie Vector: [2.2404774893210573, 0.5485328179919456] User Vector: [1.2998481716371595, -1.0575716314133135] Predicted: 2.3321678208807057 Movie Vector: [1.9118412512339937, -0.7753660918418147] User Vector: [1.2950148826705754, 0.7938541545092086] Predicted: 1.8603352803773636 Movie Vector: [2.264173932568182, -0.6955255344809356] User Vector: [0.30990759695722014, 0.6914258050022855] Predicted: 0.22078039995725846 Movie Vector: [2.052732019318892, -0.1598095096777028] User Vector: [1.9039477255711756, 0.2531628367044707] Predicted: 3.8678366305869734 Movie Vector: [0.959381566802561, 0.48240889335250214] User Vector: [-0.026808823879860468, -0.11197081269212898] Predicted: -0.07973560729658469 Movie Vector: [-1.0631084442138672, 1.446676254272461] User Vector: [1.2004992812918007, -0.4189771264746047] Predicted: -1.8823851831681124 Movie Vector: [1.914363068729544, -1.4849406838931283] User Vector: [1.806694279370118, -0.5092261652306884] Predicted: 4.214839454965025 Movie Vector: [2.5591575819779253, -0.2938306210437988] User Vector: [1.7109792144649876, -0.21610390192278064] Predicted: 4.442163373016667 Movie Vector: [1.5657211274680152, 0.37926025275454833] User Vector: [1.740195778649429, 0.5818138261550045] Predicted: 2.9453201553257027 Movie Vector: [1.5005720027245686, -0.3303542235719401] User Vector: [1.9350938098358978, -0.13604768527323186] Predicted: 2.9486915211225666 Movie Vector: [1.0558792082417443, -0.8252341677595808] User Vector: [-0.3221072244370803, 0.5814681415935734] Predicted: -0.8199536990142529 Movie Vector: [1.17424720340278, -0.3505719274212657] User Vector: [1.7535611101118647, -0.24451188694848539] Predicted: 2.1448332330296727 Movie Vector: [1.5301623312535282, 0.9462613034282865] User Vector: [1.4683742600392637, -0.4449975132438578] Predicted: 1.8257670539898754 Movie Vector: [1.4563753062567728, -0.4644626904821109] User Vector: [2.013476564560448, 0.009259396351338137] Predicted: 2.9280769042109744 Movie Vector: [2.330134928572142, -0.10298941770450934] User Vector: [1.650927349465535, 0.5671442044564764] Predicted: 3.7884736301532103 Movie Vector: [1.7937478751406644, -0.11316984782917286] User Vector: [1.69306683511072, -0.22645129925992447] Predicted: 3.062562497028948 Movie Vector: [1.4749015682816844, -0.24270915753711178] User Vector: [2.349793044293808, -0.5735550968169144] Predicted: 3.604920520515881 Movie Vector: [2.604932500273936, 0.026147305902935472] User Vector: [1.8136273185553151, 0.06661393293102776] Predicted: 4.726118520371156 Movie Vector: [1.4208180598924909, -1.0977865428110605] User Vector: [2.0169732003322003, -0.005641827222513451] Predicted: 2.8719454713528854 Movie Vector: [2.0930908202047736, -0.5300258677252792] User Vector: [1.8982483442849258, -0.6465109357561037] Predicted: 4.3158737036097 Movie Vector: [2.330824173339286, -0.5468241253150341] User Vector: [0.23396600053991434, -0.6611942051419872] Predicted: 0.9068905526880812 Movie Vector: [1.9714510581357412, -0.3136067147708285] User Vector: [1.3821053374245567, -0.40758019649737326] Predicted: 2.852572916349888 Movie Vector: [1.6258782806613243, -0.5998939495007947] User Vector: [0.6080234359556826, 0.021631795811972075] Predicted: 0.9755953152289775 Movie Vector: [2.046609364129833, -0.3399168998727107] User Vector: [1.9385584528466615, -0.1368104340448314] Predicted: 4.013976061119778 Movie Vector: [1.2496649617126803, 0.8150489432337322] User Vector: [2.1399146907633084, -0.7260709684592681] Predicted: 2.0823930345457127 Movie Vector: [1.9995751901432857, -0.5604897459355049] User Vector: [1.4969432133290206, 1.0989187621279717] Predicted: 2.3773178126372105 Movie Vector: [2.2262503841777384, -0.08734688991215284] User Vector: [1.5031084807900774, -0.327100717448333] Predicted: 3.3748670631768722 Movie Vector: [1.78742871683018, -0.06512270294227748] User Vector: [0.7164459996398993, -0.34857454504351676] Predicted: 1.3032962703645692 Movie Vector: [0.6058264052267236, 0.6191927471542635] User Vector: [1.9448565638350668, -0.15576251279216544] Predicted: 1.0817984425503642 Movie Vector: [1.5166775438592595, -0.25290615074687683] User Vector: [1.8003544903089976, -0.8203072586017727] Predicted: 2.9380179776405364 Movie Vector: [1.7154937829447108, -0.1611895018813646] User Vector: [0.4857236351938199, 0.6582603154120423] Predicted: 0.7271512240547657 Movie Vector: [1.7210557710458867, 0.36367818018010467] User Vector: [1.5861008578144917, -1.0906468704071932] Predicted: 2.3331235657536475 Movie Vector: [1.9360785061864922, -0.8546950112748609] User Vector: [0.2615081187972726, -1.319464314458844] Predicted: 1.6340398151198414 Movie Vector: [2.4167805418413097, -0.08021807187131953] User Vector: [2.083470498822138, 0.28220930363646796] Predicted: 5.012652674851885 Movie Vector: [1.7127933555628179, -0.10234200821930449] User Vector: [0.3537219584920882, -0.1807314231062603] Predicted: 0.624349037010943 Movie Vector: [0.9039486955072178, 0.07286618672543647] User Vector: [0.2958310518017763, -0.3728286381401747] Predicted: 0.24024949220343172 Movie Vector: [1.268317342763229, 0.00023289090241650342] User Vector: [1.6266410212660314, -0.23106549216204542] Predicted: 2.0630432046708114 Movie Vector: [-0.7157327769059912, 0.015542676013105605] User Vector: [0.8379482988797233, 0.09064661993601401] Predicted: -0.5983381718154873 Movie Vector: [2.136598636440926, -0.18849589908529066] User Vector: [1.6925172645297344, -0.06554388282631306] Predicted: 3.6285848326698433 Movie Vector: [1.5871077088794345, -0.9422360215530211] User Vector: [1.7682586534643419, -0.3128247433664015] Predicted: 3.1011716818389283 Movie Vector: [1.7152292671424794, 0.1277464713007873] User Vector: [1.431994940281403, -0.7745782979107797] Predicted: 2.3572499876663375 Movie Vector: [1.3148784637451172, -0.6193637847900391] User Vector: [1.0626063200451679, -0.23133260746758083] Predicted: 1.540477204973312 Movie Vector: [0.8126788678204089, -0.5477195162298768] User Vector: [1.7989273217927568, -0.735814033134952] Predicted: 1.8649699254295684 Movie Vector: [1.825821187480155, 0.03372158347285099] User Vector: [0.20801583427324646, -0.3610105049494401] Predicted: 0.36762587167022537 Movie Vector: [1.8738085768999095, -0.37217132775874057] User Vector: [2.113014213912174, -0.5545955519570646] Predicted: 4.165788720081004 Movie Vector: [1.4671721530172308, 0.23071302701365784] User Vector: [1.9161560446790593, 0.2522123933576245] Predicted: 2.8695194743106534 Movie Vector: [1.5342448581742425, -1.169996907796121] User Vector: [0.4911984250431995, 1.0827505261507413] Predicted: -0.5131961095451756 Movie Vector: [1.4841571004229483, -1.025168397529974] User Vector: [1.9322937505703615, -0.6481466173048359] Predicted: 3.5322869190387634 Movie Vector: [2.1255197383267306, -0.03860940080483785] User Vector: [2.1733814496133137, -0.24391970446858352] Predicted: 4.628982763700287 Movie Vector: [1.8550483728246885, -0.8729859008893266] User Vector: [1.8901327907329135, 0.8454372081488101] Predicted: 2.7682329950705324 Movie Vector: [2.4626616341606153, 0.8692566905079749] User Vector: [1.584351333926426, 0.689301329400059] Predicted: 4.500901037448846 Movie Vector: [1.0014734921321717, -0.5301655765851939] User Vector: [1.5815546592377676, -0.2873628695556526] Predicted: 1.7362349690119023 Movie Vector: [1.208259524296271, -0.4877809271207488] User Vector: [1.8919526701832483, 1.144015555072248] Predicted: 1.7279408651729722 Movie Vector: [-1.2387752532958984, 0.5582904815673828] User Vector: [1.7581213055803258, -0.05333456595311008] Predicted: -2.2076933461553327 Movie Vector: [2.6130012584365416, -0.3045222717159183] User Vector: [2.2161939925570486, -0.8124340133096509] Predicted: 6.038321942843408 Movie Vector: [1.6063000704032278, 1.0020372084750473] User Vector: [0.5303583980116432, 0.5937614688084212] Predicted: 1.4468858167698797 Movie Vector: [0.8924360756900493, -2.359500949219949] User Vector: [2.2757337418300305, -0.6010350811151011] Predicted: 3.449089734279794 Movie Vector: [2.5692944560026723, -0.8263334350968536] User Vector: [1.8413125918362472, -1.0604743448587244] Predicted: 5.607179642191976 Movie Vector: [2.967555321590812, -0.018344724605439355] User Vector: [2.056826686180506, -0.5771920238638428] Predicted: 6.114335406887194 Movie Vector: [1.7192064461517649, -0.685590918909275] User Vector: [-2.065700368741201, 0.17629121445306387] Predicted: -3.672229045470459 Movie Vector: [1.911545232296425, 0.5226210361227849] User Vector: [1.3953887730382257, 0.7379780220910709] Predicted: 3.0530315948422575 Movie Vector: [1.8479482259265303, -0.7838284230135555] User Vector: [1.7388934386896049, -0.635182607611581] Predicted: 3.7112592267515625 Movie Vector: [-0.09429293523985435, -0.08484594891945081] User Vector: [1.9896606119068545, 0.4212292822685789] Predicted: -0.2233505373945588 Movie Vector: [2.3256514746026817, 0.10018859329232775] User Vector: [2.0944493754970566, -0.9139294100197488] Predicted: 4.77939397664703 Movie Vector: [1.5645365360328263, -0.10888522919757772] User Vector: [1.67563021854055, 0.312345090437047] Predicted: 2.587574931026384 Movie Vector: [1.113700406153206, 0.17800499312409684] User Vector: [0.7898799073976552, 0.3598279547538623] Predicted: 0.9437407462928444 Movie Vector: [1.871511756919236, -0.378642905842047] User Vector: [1.6725338439856772, -0.6150099319698452] Predicted: 3.3630359006273003 Movie Vector: [0.6931403945575859, -0.643436165402373] User Vector: [1.06336566998137, -0.3321663192027649] Predicted: 0.9507895227535261 Movie Vector: [1.8705422505503044, -0.7920815632909632] User Vector: [2.2128787953206706, -0.5704573336720198] Predicted: 4.591132018639902 Movie Vector: [1.6620635791192382, 1.2320329830421521] User Vector: [1.5372686600064986, -1.0271758517463923] Predicted: 1.2895237223822655 Movie Vector: [1.7826302565803207, 0.4544418873184374] User Vector: [2.161238801729147, 0.11202405275889747] Predicted: 3.903598101618588 Movie Vector: [0.45558318184977303, -0.003547790900941675] User Vector: [1.5009827712498751, -0.5217875433032604] Predicted: 0.6856736999260642 Movie Vector: [2.2008944203953873, -0.08182902207307213] User Vector: [1.863519666016433, -0.05006839924870371] Predicted: 4.105507083379929
avg loss: 11.975958119604309: 53%|███████████████████████▊ | 37032/70000 [00:59<00:53, 614.89it/s]
Movie Vector: [1.5050399051186203, -0.33066834156231756] User Vector: [1.7922597241761324, 0.6427940400179706] Predicted: 2.4848707660430867 Movie Vector: [2.3218381030289845, -0.0930781721501196] User Vector: [1.6072982201544777, -0.22104004763552562] Predicted: 3.7524602540912255 Movie Vector: [1.0576751177446497, -0.04848981680840933] User Vector: [1.5178454136803468, -0.7550379217703472] Predicted: 1.6419989771425836 Movie Vector: [2.0248318862867407, -0.5107001454728936] User Vector: [2.134797790656272, 0.1458839661169003] Predicted: 4.2481036745772425 Movie Vector: [2.109916884661899, -0.445957141707016] User Vector: [-0.6179946709131117, -0.28969429673774605] Predicted: -1.1747261502486588 Movie Vector: [1.4081874769913365, -0.8972670056322223] User Vector: [1.4655538233364882, -0.3256272612038779] Predicted: 2.355949138491841 Movie Vector: [0.6840448471064797, -0.9619150393374722] User Vector: [1.7120900405112542, -0.10994026753984328] Predicted: 1.2768995667694083 Movie Vector: [1.6027150284754625, -0.29210797101194946] User Vector: [1.6369723690966704, -0.3436086352040531] Predicted: 2.723971038401957 Movie Vector: [0.5939567504301937, -1.2119918713118285] User Vector: [1.2976148416211308, -0.539519529712675] Predicted: 1.42462037906502 Movie Vector: [1.5026048424684277, 0.9166345034426461] User Vector: [1.8391893142298144, 0.3326967392560765] Predicted: 3.068536080162887 Movie Vector: [1.4401022616558552, 0.36464287628597025] User Vector: [2.376014694768725, -0.577870120160075] Predicted: 3.2109879129290984 Movie Vector: [0.35307749870008104, -2.1166177736346454] User Vector: [1.8207691311798448, -0.2963694534510709] Predicted: 1.2701734632842219 Movie Vector: [2.01845348245861, -0.408664738520237] User Vector: [1.7634342828272687, -0.1238419297778356] Predicted: 3.6100198991101027 Movie Vector: [1.3021751139781774, 0.42576419638318164] User Vector: [2.1988920298248216, -0.48726351501945986] Predicted: 2.6558831206637383 Movie Vector: [1.906307701151783, 0.6028896816445504] User Vector: [1.5596601384993487, 0.5579880185742033] Predicted: 3.30959735208044 Movie Vector: [1.5046805062553645, -0.4067677843683254] User Vector: [1.7431420183453827, 0.16989096258937644] Predicted: 2.5537656442022456 Movie Vector: [2.3617979774365288, 0.3928156093256162] User Vector: [1.540536951323865, -0.12671547270726585] Predicted: 3.588661240180452 Movie Vector: [1.8098904938315976, -0.07605109629372811] User Vector: [1.5256504637645085, -0.2145363760199489] Predicted: 2.777575997868353 Movie Vector: [2.6537368259186356, -0.08487280765319011] User Vector: [2.0283011422886985, -0.9589675725778247] Predicted: 5.4639677056773985 Movie Vector: [1.9946351672344145, 0.281510312831333] User Vector: [1.4816058037488928, -0.7708833908405923] Predicted: 2.738251415624138 Movie Vector: [2.0494001750374458, -0.4108380534923492] User Vector: [2.2212764796189703, -0.7246121933406057] Predicted: 4.849982669186556 Movie Vector: [1.14444664409609, -1.8934449573610685] User Vector: [2.013944786788045, -0.8315853950344679] Predicted: 3.879413525477519 Movie Vector: [2.1762454736924095, -0.43079458610987403] User Vector: [1.7338421460298967, -0.03348542660226238] Predicted: 3.7876914628885308 Movie Vector: [2.390313692592147, 0.39047007498291525] User Vector: [0.6960006184990852, 0.8385198467711961] Predicted: 1.991076715894378 Movie Vector: [2.1872236658688053, -1.035061904595535] User Vector: [1.9971509357673174, -0.10231437065428822] Predicted: 4.474117498379227 Movie Vector: [1.410899256434648, -0.8286082991772712] User Vector: [1.8451738722705566, -0.12130039207898742] Predicted: 2.7038649559492742 Movie Vector: [1.7188668296379903, -0.6842400545968634] User Vector: [1.540633069519446, -0.34971119191409] Predicted: 2.8874294848887665 Movie Vector: [1.9393318989538868, -0.9784938224024958] User Vector: [0.9379366883341306, 0.37910262509678316] Predicted: 1.4480209621717774 Movie Vector: [1.1454925568915866, 0.09936855760843315] User Vector: [1.7582587738936986, -0.2764732677942431] Predicted: 1.9865995887465546 Movie Vector: [1.5055967142130975, 0.27824491516632366] User Vector: [1.6365441497887114, -1.2971572312512547] Predicted: 2.1030480908196627 Movie Vector: [0.814446621893034, -0.03562564347826462] User Vector: [1.4860354048265043, 0.43664943293925895] Predicted: 1.1947405984515131 Movie Vector: [1.8090269937103651, -0.14109711808408013] User Vector: [1.9759833486503493, 0.4089223116915421] Predicted: 3.5169094571307253 Movie Vector: [1.6615693808303333, 0.41942844396526574] User Vector: [1.6705536160265644, -1.2277096402936178] Predicted: 2.2608043933556248 Movie Vector: [1.7298914258230824, -1.1594177659313964] User Vector: [1.5631461310306067, -0.4217500099990146] Predicted: 3.193057543752973 Movie Vector: [1.9581550302377773, -0.3336743871462317] User Vector: [2.25769846722583, -0.5533518366707861] Predicted: 4.605562945335745 Movie Vector: [0.6275547015363143, -1.225961155724018] User Vector: [1.8722486023461766, 0.24654115284813413] Predicted: 0.8726885361679062 Movie Vector: [1.6747343403904396, -1.079635944833002] User Vector: [1.8811686266088232, -0.6587691446426045] Predicted: 3.8616885469499636 Movie Vector: [-0.9929621567044042, -0.41393951162782916] User Vector: [2.0102910364345883, -0.8863161517436253] Predicted: -1.6292616481410076 Movie Vector: [2.4149217376250154, -0.5113864204623195] User Vector: [1.2347513031451143, 0.5377701583868408] Predicted: 2.70681940619705 Movie Vector: [1.7206512010261745, 1.0352333779929257] User Vector: [1.6923562097018696, -0.6193565983230094] Predicted: 2.2707761213234896 Movie Vector: [1.6720257202283082, -0.6550269085166073] User Vector: [1.63354578540311, -0.6468602640268608] Predicted: 3.155041447352303 Movie Vector: [1.3288698344249221, -0.6905378933183935] User Vector: [1.6374966867901712, -0.9760617652902642] Predicted: 2.850027586198385 Movie Vector: [1.3221956156364838, 0.28987340413063367] User Vector: [1.9023547874260736, -0.6449892136664437] Predicted: 2.328319940326797 Movie Vector: [0.7291071733681401, -0.29991292800188496] User Vector: [1.9898096370357714, -1.0071428167955312] Predicted: 1.75283963110105 Movie Vector: [2.1005309066521716, -0.6845085348395235] User Vector: [1.9682430791696721, -0.7736960818914317] Predicted: 4.663956991026717 Movie Vector: [1.581386927078012, 0.16309465583829835] User Vector: [0.4697174365788299, 0.48267727323555687] Predicted: 0.8215270973856783 Movie Vector: [2.525851305061989, -0.5382903648132923] User Vector: [1.903678115214002, -0.49221433383805363] Predicted: 5.0733620850592525 Movie Vector: [2.2329857363468983, -0.6734046465118633] User Vector: [1.8457400226363132, 0.15013167748620823] Predicted: 4.020411774343656 Movie Vector: [-0.06904284600411187, -1.6070849824330584] User Vector: [0.5715974822948808, 0.04472765609317099] Predicted: -0.1113458613531891 Movie Vector: [2.2313596252478116, -1.0335133028786883] User Vector: [1.6088311529962582, -0.7255180292933338] Predicted: 4.339713413389726 Movie Vector: [0.8790018035750022, -0.11779443131848716] User Vector: [1.286941479684923, 0.21723139583869108] Predicted: 1.1056352330011896 Movie Vector: [2.5306243594172964, -0.5542216299465439] User Vector: [2.0911046373611795, -0.9156125268315451] Predicted: 5.799252600416725 Movie Vector: [1.7396713601609415, 0.19952639378389125] User Vector: [1.9669552442305418, -0.7140724328933602] Predicted: 3.279379407670542 Movie Vector: [1.0159011933151176, 0.5917591651190544] User Vector: [1.3621616026251535, -0.8953037196622121] Predicted: 0.8540174159196321 Movie Vector: [1.0653515330536636, 0.1637568654798505] User Vector: [2.083727069271553, -0.013144676476365658] Predicted: 2.21774929669635 Movie Vector: [1.0127287014743456, -0.602130599782164] User Vector: [1.9633002786871985, -0.12400391457055146] Predicted: 2.0629570932948096 Movie Vector: [1.1735754373908145, 0.4880353350391335] User Vector: [-0.15383954841224529, -1.3287743678290345] Predicted: -0.8290311591107618 Movie Vector: [1.1907432360363666, 0.5009175548484475] User Vector: [1.92477072740017, 0.25356705342479] Predicted: 2.418923912964221 Movie Vector: [1.824745663360078, -0.4464040463607222] User Vector: [1.9080744261019096, -0.1289989494408823] Predicted: 3.5393361874044214 Movie Vector: [1.727834848813508, -0.8079833743835517] User Vector: [0.7149064351637942, 0.7088856622171094] Predicted: 0.6624724229067396 Movie Vector: [-1.8437884720603044, -0.5218277643679005] User Vector: [2.1401574889341304, 0.10118670099681497] Predicted: -3.9987997364552093 Movie Vector: [2.1618060273754574, -0.042681829463231805] User Vector: [1.9758813377587765, -0.39704021398369965] Predicted: 4.288418588048902 Movie Vector: [1.7149426545637998, 0.20850376478399368] User Vector: [1.5328644992226281, -0.5673115020072748] Predicted: 2.5104881294096844 Movie Vector: [2.3397422617147345, -0.09554040102535086] User Vector: [1.0570931516158883, -1.3582315920749275] Predicted: 2.6030915123970546 Movie Vector: [1.7434022047430784, -0.6958431998247406] User Vector: [1.9939518761294022, 0.25325898045901823] Predicted: 3.3000315576486425 Movie Vector: [1.5437873812429328, -0.41118918368527846] User Vector: [1.600533393496034, -0.1347738423346626] Predicted: 2.526300802348825 Movie Vector: [2.06009511912548, -0.9693928929791525] User Vector: [1.5063376977116836, -0.6415108367586686] Predicted: 3.725074984733515 Movie Vector: [1.6947540104224033, -0.9209900938098927] User Vector: [1.7680682539070245, 0.9008344200823613] Predicted: 2.1667811869506313 Movie Vector: [1.207341078953703, -0.13852032174511278] User Vector: [1.8359489560976578, -0.23244660518053067] Predicted: 2.248815172097037 Movie Vector: [2.678431688432581, 0.0725779555913425] User Vector: [1.77855897489313, 0.2910736981623006] Predicted: 4.784874252038958 Movie Vector: [0.5295817792571107, -0.48490314601352774] User Vector: [1.7367207213654847, -0.8257706776455425] Predicted: 1.3201544491694723 Movie Vector: [1.920213152399354, 0.8644766933611632] User Vector: [1.5792987335454147, -0.43672154329466784] Predicted: 2.6550546040545897 Movie Vector: [1.0538380658463506, -0.7000270669237273] User Vector: [0.28707462238604486, 0.6625400726587745] Predicted: -0.16126581897387404 Movie Vector: [1.5180980660582701, -0.9385612625322264] User Vector: [1.607598317854787, -0.49212996640519624] Predicted: 2.9023860199330835 Movie Vector: [1.3648229701500696, -0.6155771261745926] User Vector: [1.1877011169356757, -0.7082120329954817] Predicted: 2.0569608940603286 Movie Vector: [2.0558843386248364, 0.25436357737747994] User Vector: [1.9071287779174302, -0.3316736778848594] Predicted: 3.83647048303243 Movie Vector: [2.123514679660774, -0.7121783904947782] User Vector: [1.8638657030890482, 0.9792819660247503] Predicted: 3.2605227270217747 Movie Vector: [0.8854180812707426, -0.03913430222080296] User Vector: [0.807013480888191, -0.020570118498480568] Predicted: 0.7153493250416825 Movie Vector: [1.5779050935370171, -0.4140620854293018] User Vector: [1.308151086041019, -0.008129681497994569] Predicted: 2.0675044546550403 Movie Vector: [1.350919820724679, -0.9804768012807799] User Vector: [1.8597674102926005, -0.17450245638937106] Predicted: 2.68349226675837 Movie Vector: [0.3264377858753014, -0.2969287711050817] User Vector: [1.8305344809791373, -0.525742195540111] Predicted: 0.7536636069790363 Movie Vector: [1.6620528029745993, -0.4791901356879365] User Vector: [1.9967126140357905, -0.6295820109004576] Predicted: 3.6203312861229993 Movie Vector: [1.0060227595784772, -0.6247263229898125] User Vector: [0.3264666685222607, -0.8786261139075556] Predicted: 0.8773337602014522 Movie Vector: [1.2622222697865118, 0.264811481465246] User Vector: [2.2575401904615724, -0.1361468290613579] Predicted: 2.8134642598381463 Movie Vector: [0.38160995763973005, 0.1592790597034486] User Vector: [1.9503165631564798, -0.6162054624078638] Predicted: 0.6461115944137549 Movie Vector: [2.6956493107720827, 0.07539574070764532] User Vector: [2.022922401380072, 0.2978000544399553] Predicted: 5.4755422327128755 Movie Vector: [1.4934112885781807, -0.03082144972384249] User Vector: [1.54335161747111, -0.4661133806334548] Predicted: 2.319225017903554 Movie Vector: [1.2451362853343515, -0.054262560893357466] User Vector: [0.983202720637665, -0.08963612750813826] Predicted: 1.2290852691325653 Movie Vector: [1.1824311937502299, -1.2912956835583733] User Vector: [1.8862091766900029, -0.8707392149315619] Predicted: 3.3546943582023308 Movie Vector: [1.546585947163121, -0.31576785149812386] User Vector: [2.372950707774976, -0.6489199831415087] Predicted: 3.8748802868263525 Movie Vector: [2.5873791548547875, 0.4814201277448391] User Vector: [2.003174838297831, -0.22081480913704124] Predicted: 5.076668126518712 Movie Vector: [-0.4892112428321428, -0.006550314784071053] User Vector: [2.4512549529521515, -0.664907431694325] Predicted: -1.1948261290523017 Movie Vector: [2.5195667042503693, -0.5366654206711038] User Vector: [1.9222576776950733, -0.3298018600024387] Predicted: 5.0202496956464655 Movie Vector: [1.404649979059175, -0.539434820032564] User Vector: [1.5726535782784519, 0.11815911078108152] Predicted: 2.145288677136764 Movie Vector: [-0.17406359602332097, 0.4282019152437057] User Vector: [0.38688710825992934, 1.1265517501099722] Predicted: 0.4150486556994515 Movie Vector: [0.7466483266404168, -0.49489899300578044] User Vector: [1.6055063392577598, -1.1305719206105513] Predicted: 1.7582675266481607 Movie Vector: [0.8704629215860125, -0.8101881630499317] User Vector: [1.6553211893804314, -0.10313398476313006] Predicted: 1.5244536523345833 Movie Vector: [2.018513280945906, -1.0318068891170855] User Vector: [2.1812895118411926, 0.2494300710568102] Predicted: 4.145598183570079 Movie Vector: [1.4541698134868895, -0.29393551615572205] User Vector: [1.901412451534762, -0.15831439424498825] Predicted: 2.811510813197235 Movie Vector: [1.815995983059396, 0.2114296535652086] User Vector: [1.6326639620707106, -0.2221564388755657] Predicted: 2.9179407378975073 Movie Vector: [-0.30407302901222144, 0.36379466851574827] User Vector: [1.5948585681860878, -0.754899605098996] Predicted: -0.7595819272740968 Movie Vector: [1.9163933154413562, -0.41852535212625164] User Vector: [1.638343484275966, 0.3256675602363704] Predicted: 3.0034103713393376 Movie Vector: [2.1677770447489664, -0.6748651482641552] User Vector: [1.9925937137966068, 0.47019163605662706] Predicted: 4.002182964099455 Movie Vector: [1.8062088572416823, -0.687865901591888] User Vector: [1.6274348826134746, -0.24178676527442294] Predicted: 3.1058041708490123 Movie Vector: [1.635319859385327, -0.5029466321490852] User Vector: [1.5481175444973139, -0.4116774644256722] Predicted: 2.738719159443872 Movie Vector: [2.2236057933775344, 0.18703495485981575] User Vector: [1.6409763582332626, -1.0497667242514364] Predicted: 3.452541465079347
avg loss: 11.953171921802083: 53%|███████████████████████▊ | 37096/70000 [00:59<00:54, 606.47it/s]
Movie Vector: [1.2974333999902257, -0.23536433462985806] User Vector: [0.937886490310172, -0.026354531547641814] Predicted: 1.2230481747102186 Movie Vector: [0.7776599201324129, -0.16947575531333753] User Vector: [1.6739487352216593, -0.12047167574683673] Predicted: 1.322179867979288 Movie Vector: [1.3161440839675305, -0.38428776033207135] User Vector: [1.0835187860087303, -0.4575685034817578] Predicted: 1.6019048154745732 Movie Vector: [0.5114776159239445, -0.35007349332856397] User Vector: [1.7040383017857632, -0.41475893332106456] Predicted: 1.0167735567174032 Movie Vector: [1.8786519740407357, 0.6257627751106968] User Vector: [1.9142179661223993, -0.6026243211669112] Predicted: 3.2190494932374816 Movie Vector: [1.3449449979830344, -0.7421799772485995] User Vector: [0.4232989068550852, -0.04865410481635435] Predicted: 0.6054238498320861 Movie Vector: [-0.29938697814941406, 0.7488918304443359] User Vector: [1.684749372894056, -0.10184668286648862] Predicted: -0.5806641724464403 Movie Vector: [1.9531300900342714, -0.3929905716943374] User Vector: [0.30901263028662734, -1.6112474820348874] Predicted: 1.2367469355193994 Movie Vector: [1.4119770983550195, -0.06947301960708323] User Vector: [0.9229836407139158, -0.3022103996407048] Predicted: 1.3242272318640897 Movie Vector: [1.98068734164234, -0.4917431644496891] User Vector: [1.9165087517460107, 0.16567783304478634] Predicted: 3.714533682829475 Movie Vector: [1.5558611797104436, -0.30240248871111497] User Vector: [1.5881218890783582, -0.2163280526412315] Predicted: 2.5363153373621703 Movie Vector: [1.5341103440182033, -0.6521184663173031] User Vector: [1.5317835670852553, -0.8229264571299486] Predicted: 2.886570554178106 Movie Vector: [1.7665252397044566, -0.12979588732960085] User Vector: [1.4557534378573878, -0.8080397879110973] Predicted: 2.6765054320311523 Movie Vector: [1.5917064554108904, -1.4745658517662736] User Vector: [2.039981787895028, -0.9218567805493357] Predicted: 4.6063907095304115 Movie Vector: [0.5471496848881132, 0.04118764910751303] User Vector: [2.2475154819969494, 0.9242541181159091] Predicted: 1.2677952420589187 Movie Vector: [2.122442849514081, 0.8867487434188474] User Vector: [1.7580671679576034, -0.3374224416486654] Predicted: 3.4321881634638127 Movie Vector: [1.8377017528158914, -0.5591283244186247] User Vector: [2.0731705926664694, -0.6548968056194877] Predicted: 4.1760405856226654 Movie Vector: [1.5859879878107224, -0.4146654852217161] User Vector: [1.1074606694267533, -0.20677050438856398] Predicted: 1.8421599102154746 Movie Vector: [1.727985778710609, -0.5244699893924827] User Vector: [1.8916973399455692, 0.10743026003344372] Predicted: 3.2124821537104604 Movie Vector: [0.9649501135346545, 0.158184817023804] User Vector: [1.8512228257744874, 0.3148350698486074] Predicted: 1.8361398038257142 Movie Vector: [0.22798060991986813, -1.1692515517953481] User Vector: [1.9080183476769739, -0.5762721259367583] Predicted: 1.1087982641496543 Movie Vector: [1.2294800674011306, -0.7780048061953818] User Vector: [1.4602663846851853, -0.8381580008580178] Predicted: 2.4474593660849977 Movie Vector: [1.126968928528209, -0.44685751389904255] User Vector: [0.9819573511070452, -1.337091522628274] Predicted: 1.7041248174946608 Movie Vector: [0.018764618673947853, -0.3646006687586746] User Vector: [2.4919509106411457, -0.5485143470687794] Predicted: 0.24674920635738293 Movie Vector: [-1.032521352598424, -1.030335186338095] User Vector: [1.4816682936019496, 0.12262162805739261] Predicted: -1.6561955286056782 Movie Vector: [1.756647931591222, 0.10534276182668798] User Vector: [1.626668334359698, 0.282231197454045] Predicted: 2.887214578751364 Movie Vector: [0.2922761909512892, -0.9139575062572484] User Vector: [2.0635385705460485, -1.0374706768622137] Predicted: 1.5513273059202755 Movie Vector: [1.2880224440998311, -0.07583851567239436] User Vector: [1.4803714711274247, -0.4375783679872317] Predicted: 1.9399369743357087 Movie Vector: [2.014347656908363, -0.40872377978884444] User Vector: [1.781117723919419, 1.1806406693773648] Predicted: 3.1052343968946907 Movie Vector: [1.9102954647135315, -0.4658350284260323] User Vector: [1.7587570660289715, -0.9911739735291794] Predicted: 3.82146920290213 Movie Vector: [2.5260606962877024, -0.5037065652160223] User Vector: [1.0306265373817625, -0.21626876714065527] Predicted: 2.712361186491082 Movie Vector: [1.7655581794710435, 1.0463841161316176] User Vector: [1.6084811591780546, -0.7309861237417181] Predicted: 2.074974798115925 Movie Vector: [2.161217187787298, -0.31755309775396834] User Vector: [1.8147957330409217, -0.11414336187969247] Predicted: 3.958414308724037 Movie Vector: [0.25961424839670016, 0.9434888006183392] User Vector: [1.2653253348698095, -0.09326326588427154] Predicted: 0.24050363891862792 Movie Vector: [-0.11143013611960943, 0.0791620631617295] User Vector: [1.8600674576814293, -1.0158790152606962] Predicted: -0.2876866487718403 Movie Vector: [2.8644155554899493, 0.010598623288956766] User Vector: [1.1944913448513839, -0.09884400456746914] Predicted: 3.420471978721631 Movie Vector: [-0.8108924812948606, 0.6198969183158609] User Vector: [1.28811521934775, -0.45606997184371645] Predicted: -1.327239316492892 Movie Vector: [1.0473123862044014, -0.8596883182389453] User Vector: [2.0094902319335213, 0.28920654796441914] Predicted: 1.8559365190175097 Movie Vector: [1.2000766232148397, -0.761127932046947] User Vector: [1.7521644218490504, -0.26804005360670086] Predicted: 2.3067443343972114 Movie Vector: [1.133613875128204, -1.416243358089098] User Vector: [-0.19313613028610327, -0.26297233602152126] Predicted: 0.15349102717075874 Movie Vector: [0.6624297775587762, -0.5256227568599741] User Vector: [1.9019117578538072, -0.18961394856325567] Predicted: 1.3595483890744422 Movie Vector: [0.8693253459946869, -0.6585459015640173] User Vector: [2.131525901604843, -0.3443444081211945] Predicted: 2.079756090603967 Movie Vector: [1.911257138421984, -0.8025774415221376] User Vector: [1.1194456661588028, 1.0825485868817522] Predicted: 1.2707194453386028 Movie Vector: [0.35224407686916415, -0.34940874744661293] User Vector: [-0.5516684815446217, 1.179121724626537] Predicted: -0.6063173999083471 Movie Vector: [1.017206962436185, -0.7310327594461419] User Vector: [1.7600332059168515, 0.45883169892202974] Predicted: 1.4548970281931684 Movie Vector: [1.1408689822442835, -0.9561228270980114] User Vector: [1.7896026181681022, -0.29178458490800446] Predicted: 2.320684019837009 Movie Vector: [1.251337884006505, -0.5016491731440764] User Vector: [2.203308655126674, 0.12860425579207316] Predicted: 2.692569371738528 Movie Vector: [0.4290875854395721, 0.6052549191931852] User Vector: [2.1175367480553247, -0.9129348106979291] Predicted: 0.35605044522500184 Movie Vector: [0.13264023400292962, -0.6542534991958534] User Vector: [-1.119378591152434, -1.9840202766364563] Predicted: 1.149577570196598 Movie Vector: [0.6071190980011347, -0.4940165694799755] User Vector: [1.7614246387673993, -0.6403419129935131] Predicted: 1.3857340530367381 Movie Vector: [1.309841449427905, -0.549726914650267] User Vector: [1.624496277790602, -0.8396218583967624] Predicted: 2.5893952927808543 Movie Vector: [0.8274710576387535, -0.058674445088427216] User Vector: [0.8120526577485803, 0.1636080042245338] Predicted: 0.6623504627056789 Movie Vector: [1.478013755749048, 0.5292982943174476] User Vector: [2.3148789164146297, -0.6667334444473296] Predicted: 3.068522006443905 Movie Vector: [2.2580570996378744, 0.025016845347239306] User Vector: [1.8147429534331614, 0.0061377137747494065] Predicted: 4.097946756253843 Movie Vector: [2.420141319408186, -0.07206946054029331] User Vector: [1.791587957690801, -0.7160453265342632] Predicted: 4.387501044167355 Movie Vector: [1.4428940343600154, -0.18951590597945658] User Vector: [2.021507384800246, -0.28448428886494026] Predicted: 2.9707352436841514 Movie Vector: [1.6815296629070438, 0.5137609515226541] User Vector: [2.004092477481033, -0.1420727047862399] Predicted: 3.296949540096848 Movie Vector: [0.9641631165164407, -1.1606512426395048] User Vector: [1.8819427543895, -0.858479689303565] Predicted: 2.8108953093486733 Movie Vector: [0.652078423167077, -0.07734977531095466] User Vector: [2.2329742660262935, -0.675893649999398] Predicted: 1.508354560324641 Movie Vector: [1.688302675716975, 0.7898027334739166] User Vector: [1.5799272702674987, -1.4932047037037444] Predicted: 1.4880582812095071 Movie Vector: [1.3362255278267088, 0.4182187943740505] User Vector: [1.7215853665743166, -0.10044772740967539] Predicted: 2.2584171876946164 Movie Vector: [1.334762642297603, -0.2448656934824228] User Vector: [1.4861632758996772, -0.5114126870756146] Predicted: 2.1089026433019944 Movie Vector: [1.1245580509251312, -0.2620722867660465] User Vector: [1.7060467026381136, -0.10531109902041827] Predicted: 1.9461476752480906 Movie Vector: [1.7565065806523974, -0.06854427114390337] User Vector: [1.0592621919519152, 0.9793591745444359] Predicted: 1.7934715499925786 Movie Vector: [1.5162564932190765, -1.4007120442659609] User Vector: [1.7754771758711259, -0.3129479040952225] Predicted: 3.1304286949708295 Movie Vector: [2.5394008650349504, -0.5065058933370942] User Vector: [1.011866478431376, -0.8634066848385206] Predicted: 3.006855184845859 Movie Vector: [0.9732973625311543, 0.8150152261330053] User Vector: [-0.05479296930684174, 0.4088870209808988] Predicted: 0.2799192953559985 Movie Vector: [1.8308671618690198, 0.10160359346129677] User Vector: [1.3428292399904207, -0.5968601034715012] Predicted: 2.3978988281896085 Movie Vector: [1.776880715620234, -0.5234062303710454] User Vector: [1.9306518967746598, 0.45281131282357356] Predicted: 3.1935338616401685 Movie Vector: [1.441507507607188, -0.6037685747972941] User Vector: [1.7893606015658023, 0.3339877438527022] Predicted: 2.377725436867909 Movie Vector: [0.6684322163592487, -1.746234278195448] User Vector: [1.708177354372941, -0.9652301204584425] Predicted: 2.8273186976094364 Movie Vector: [1.5896018962556924, 0.48389442984550884] User Vector: [1.3383228052342577, -0.45929545619836226] Predicted: 1.9051499560948744 Movie Vector: [1.6004822548286495, 0.22906936102391023] User Vector: [1.6036646586082923, -0.5971612998547664] Predicted: 2.429845471412477 Movie Vector: [-0.1531639319540514, 0.44896300461242766] User Vector: [2.3156766054711935, -0.030644095298465297] Predicted: -0.36843619912680714 Movie Vector: [1.1720967189325036, 0.836864237700816] User Vector: [1.0021907007776467, -0.27726480929783703] Predicted: 0.9426314288518496 Movie Vector: [1.1315199447043682, -0.2728856017943799] User Vector: [2.247295012852078, -0.5850308892155095] Predicted: 2.702505634948661 Movie Vector: [1.0321796367026004, -0.5249901845006041] User Vector: [1.0329373605001773, -0.32213014185026306] Predicted: 1.2352920721007914 Movie Vector: [1.3598201787607596, -0.5503796019707369] User Vector: [0.49729542302918217, -1.5576132168520485] Predicted: 1.5335108933558397 Movie Vector: [2.183476828324918, 0.06492366662582455] User Vector: [1.8104681954081503, 0.08560627319794172] Predicted: 3.958673226235109 Movie Vector: [1.7789723997741727, -0.12717924553561732] User Vector: [1.3743636122225367, -0.025504678755152634] Predicted: 2.4481985991995354 Movie Vector: [0.1354855818563347, 2.1399202440465723] User Vector: [1.7975238596249554, 0.17437388619178293] Predicted: 0.616684775116801 Movie Vector: [1.7061555003552855, -0.10152444068128517] User Vector: [1.9482306042986812, 0.6385995274892207] Predicted: 3.2591509016370206 Movie Vector: [2.2254190687557203, -0.425945083655129] User Vector: [1.8639756243760501, -0.13234249006198204] Predicted: 4.204497531182891 Movie Vector: [1.6594485885318075, -1.073964713513489] User Vector: [1.8802849202278002, 0.8311527371535443] Predicted: 2.227607445666607 Movie Vector: [1.9284980550696913, 0.9591670512027701] User Vector: [1.1619624154022348, -0.6845826795405524] Predicted: 1.5842131081278878 Movie Vector: [1.8968963540874704, -1.4800175996624843] User Vector: [2.0765473266553363, -0.9422474653490497] Predicted: 5.3335378849765505 Movie Vector: [1.9983670277548762, -0.2729846816996039] User Vector: [1.9214208839242848, -0.24330942584008333] Predicted: 3.9061238870413884 Movie Vector: [1.0135051816553853, 0.7978753183933875] User Vector: [1.6331618447874074, -0.22207687225429185] Predicted: 1.4780283370162046 Movie Vector: [0.8884155459776267, -0.5481527473771752] User Vector: [2.3817354251828116, -0.11009093947305429] Predicted: 2.1763174290715313 Movie Vector: [1.5236953087877017, -0.9203019505893105] User Vector: [1.8307592334439753, 0.4080032589121525] Predicted: 2.4140330604947042 Movie Vector: [2.4695218783097443, -0.09180542620769197] User Vector: [1.0944181676219176, 0.013418098262085398] Predicted: 2.701457754732139 Movie Vector: [1.6710381317476648, -0.08903284758189248] User Vector: [2.488924480760682, 0.33829344333283196] Predicted: 4.128968485813151 Movie Vector: [-1.008652423408411, 0.24955982893684264] User Vector: [1.6131261152522336, 0.26086347334752025] Predicted: -1.5619825216280836 Movie Vector: [1.3524610623697069, -0.7430438759701732] User Vector: [1.9033534141358, 0.11564341208381912] Predicted: 2.4882832514019357 Movie Vector: [1.2726073273988665, -0.6451674183766388] User Vector: [1.6293280002884807, 0.19526031759359908] Predicted: 1.947519156889998 Movie Vector: [0.5509259552276722, -0.17079078502943557] User Vector: [1.7087719055793493, -0.1059461931057113] Predicted: 0.9595014278389173 Movie Vector: [1.9577281483471798, -0.2736463868995536] User Vector: [2.303986094618277, -0.619061307130848] Predicted: 4.679982320800361 Movie Vector: [2.3376045805687147, -0.2497168759453048] User Vector: [1.5391542639596545, 0.017870173600054877] Predicted: 3.5934715737099507 Movie Vector: [1.932230583180498, -0.48652859403661924] User Vector: [1.8418771294673735, -0.018431128048095012] Predicted: 3.5678985908333134 Movie Vector: [1.7817781285023921, 0.18620329541038536] User Vector: [2.226873345736993, -0.06558640645389127] Predicted: 3.9555818173632806 Movie Vector: [2.150358634162146, -0.8178895457121729] User Vector: [1.769984106222164, -1.3049999882946155] Predicted: 4.873446452725274 Movie Vector: [2.0391637844990314, 0.19633403671194394] User Vector: [1.3525707269031733, -0.4309599577746532] Predicted: 2.673501134103374 Movie Vector: [-0.03328893292504384, -0.8990195634686744] User Vector: [1.5203383087190168, -0.9431641318776757] Predicted: 0.7973125661376573 Movie Vector: [2.0953030684625937, -0.5234268959891425] User Vector: [0.9485052068864279, -1.0671379372853005] Predicted: 2.545974568547381 Movie Vector: [1.2372043578000167, -1.3165808653152147] User Vector: [1.3625754706320115, -0.4783213969236127] Predicted: 2.3155331087578057 Movie Vector: [0.8537758611025654, -0.9405506869666094] User Vector: [2.225865917625721, -0.28554046101837555] Predicted: 2.1689558672873472 Movie Vector: [1.618503682798365, 0.08137437445807019] User Vector: [0.9820928460811398, -1.0662704853030536] Predicted: 1.5027537944876135 Movie Vector: [2.1746079573177273, -0.11105668069037133] User Vector: [1.7709260843661692, -0.06672605739321263] Predicted: 3.8584803293338417 Movie Vector: [-0.09492133491026919, -0.9653676523210782] User Vector: [1.4934688951728363, -0.5721012433659504] Predicted: 0.4105259730213868 Movie Vector: [1.944727884612505, 0.857697664506028] User Vector: [0.9779545194080872, -0.28720829544518817] Predicted: 1.6555175395456332 Movie Vector: [0.10925955307298144, -1.98016257945435] User Vector: [1.4338441428792064, 0.48163279734120373] Predicted: -0.797050072105678 Movie Vector:
avg loss: 11.917987249847084: 53%|███████████████████████▉ | 37244/70000 [00:59<00:49, 661.46it/s]
[1.9660089913689212, -0.5134161310878179] User Vector: [1.7377237690797034, -0.3709999710814363] Predicted: 3.606857924312511 Movie Vector: [2.359947907769245, -0.15151096334188976] User Vector: [1.3188536526782366, 0.024613791244921607] Predicted: 3.108696659068817 Movie Vector: [2.130294551354347, -0.6962083170120571] User Vector: [0.6698359349462866, -1.1189444677570668] Predicted: 2.205966287244519 Movie Vector: [2.3730639910930544, 0.48504043285786513] User Vector: [1.708748055180499, -0.157565686798028] Predicted: 3.9785427506710676 Movie Vector: [0.032269326488545524, -0.5265138126486902] User Vector: [1.8758171962600823, -0.3640380403224983] Predicted: 0.25220241409830085 Movie Vector: [1.632798121253731, -0.41440322555948966] User Vector: [1.4701002897206494, 0.7467164734255928] Predicted: 2.0909352759444695 Movie Vector: [1.3187822325363576, 0.24606957308695995] User Vector: [1.3951843750272512, -0.40966073204910225] Predicted: 1.739139323452467 Movie Vector: [-0.0680625971295713, 0.5182467073479972] User Vector: [1.3449003351540572, -1.0641178732760102] Predicted: -0.6430129937464616 Movie Vector: [1.9211463867763428, -0.5949496884278519] User Vector: [2.02563107887394, 0.020994280783740063] Predicted: 3.879043287309482 Movie Vector: [1.9729378468352285, -0.024064961899386776] User Vector: [1.3026948233196867, -0.24640324626725058] Predicted: 2.576065604537048 Movie Vector: [1.8653281495152347, -0.7174855844747585] User Vector: [2.0367116926819397, -0.49610295473957944] Predicted: 4.155082371247426 Movie Vector: [2.109250495633523, -0.16773220935490182] User Vector: [2.019789351970617, -0.25674693985324964] Predicted: 4.303306423186031 Movie Vector: [2.4784154782895733, 0.4846500567890176] User Vector: [1.5933950511540609, -0.752681607393027] Predicted: 3.5843077740431513 Movie Vector: [1.2667552787607639, -0.5274578019527936] User Vector: [0.7842318962051237, 0.3499849056800295] Predicted: 0.8088276252237597 Movie Vector: [0.8464456859265989, -2.3473546084007624] User Vector: [1.8242482802415918, 0.596471410551213] Predicted: 0.14399717253281952 Movie Vector: [2.6113888456851617, -0.06485095835213202] User Vector: [1.5007798727831876, -0.3822383926410665] Predicted: 3.943908345696564 Movie Vector: [2.4842247308758147, -0.09162516209448453] User Vector: [1.8384484095163087, -0.7754595290529585] Predicted: 4.638170610406911 Movie Vector: [1.9478045625625158, 0.15702623443502522] User Vector: [1.2174178628412413, 0.6724186679361766] Predicted: 2.4768794391771105 Movie Vector: [1.6016386823159312, 0.23718468501835488] User Vector: [1.7988563340001535, -0.13101362999595756] Predicted: 2.85004346189997 Movie Vector: [0.6370213030326043, 1.6746006673191638] User Vector: [2.208868650268965, -0.24456431836176448] Predicted: 0.9975488150911389 Movie Vector: [2.1023674416850167, 0.6336054764964787] User Vector: [1.5842544086181025, -0.1194443598562667] Predicted: 3.255004287483102 Movie Vector: [2.0779145884037282, -0.6960699604024654] User Vector: [1.9634888932167234, -0.1218185428229977] Predicted: 4.16475644366281 Movie Vector: [2.2593355927154377, 0.7760108137754828] User Vector: [1.6728106302253363, -0.673656296424914] Predicted: 3.2566760259471694 Movie Vector: [2.4509927860281726, 0.00024576935565324867] User Vector: [1.6300753691075194, -0.7601831784638051] Predicted: 3.9951161406347913 Movie Vector: [1.7288674262985293, -0.03844892209821037] User Vector: [1.7725052075856205, -0.380083017837465] Predicted: 3.0790402986829775 Movie Vector: [2.502880983446542, -0.07361581262291203] User Vector: [1.7167889074841258, -0.354668345637907] Predicted: 4.323027507609742 Movie Vector: [1.906063622328648, -1.0446654877519552] User Vector: [1.8178273089375543, -0.13527052381181404] Predicted: 3.606206952977784 Movie Vector: [1.8511145359670533, -0.7140234274575844] User Vector: [1.6424341879217774, -0.03967861049461781] Predicted: 3.068665257093367 Movie Vector: [-0.2890090927809954, -0.7418615850742957] User Vector: [1.9339037063939348, 0.4122043612535619] Predicted: -0.8647143365248207 Movie Vector: [2.154057870543146, 0.2743218067042567] User Vector: [2.0236941146157768, -0.49109583327965084] Predicted: 4.224435938909751 Movie Vector: [2.6272848522814907, 0.02696830041611256] User Vector: [0.9527031705211519, -0.5252767008270197] Predicted: 2.488856788761285 Movie Vector: [1.51600808720756, -0.20583442149622086] User Vector: [1.7822302043101363, -1.309657795342611] Predicted: 2.971448057662111 Movie Vector: [1.9035109649200794, -0.7485325373045876] User Vector: [2.0252065570609745, -0.37477106950039063] Predicted: 4.135531227155089 Movie Vector: [0.90554766424886, -0.6012141538946606] User Vector: [1.7937075074777773, -0.19464189018488603] Predicted: 1.7413091030621095 Movie Vector: [1.2761078546116884, -0.9781727603270671] User Vector: [1.9521165471030528, -0.8330353734066445] Predicted: 3.3059637695309205 Movie Vector: [2.026812942878241, -0.22350636990602346] User Vector: [1.447596342715252, 0.23239517248723474] Predicted: 2.8820652020921727 Movie Vector: [1.7722844002355953, -1.4234740785195104] User Vector: [2.156812416519803, 0.6409748400791123] Predicted: 2.9100739301966794 Movie Vector: [2.067194101205443, -0.20828091229767232] User Vector: [1.211197145745048, -0.7045242152282912] Predicted: 2.650518541364583 Movie Vector: [1.772521962986225, 0.15748252331553694] User Vector: [1.7286743408203826, -0.018292333375214104] Predicted: 3.0612325131376052 Movie Vector: [2.0740312909814427, 0.16310940185170714] User Vector: [1.1831266381204615, -0.1967197245588706] Predicted: 2.4217548320502846 Movie Vector: [1.8864385440746474, 0.18312081181584428] User Vector: [1.5673450431320386, -0.4175909287717976] Predicted: 2.8802305113449944 Movie Vector: [1.2111340751151838, 1.4860568026523056] User Vector: [1.5970466551157412, -1.1775756228294698] Predicted: 0.1842933586161417 Movie Vector: [1.6797297436756995, 0.22153602521934684] User Vector: [1.4882500605239584, -0.7644371818883446] Predicted: 2.33050751788383 Movie Vector: [1.1273571320811804, -0.33880770798882126] User Vector: [0.908709358033607, -0.3467786840447227] Predicted: 1.1419312668886699 Movie Vector: [1.747069728654865, -1.0440412339586502] User Vector: [2.2072064976165957, -0.7864500116348635] Predicted: 4.677229897470339 Movie Vector: [1.2492303924324983, -0.9667032213920629] User Vector: [1.8120453199029711, -0.5019170083798229] Predicted: 2.748866874960102 Movie Vector: [1.9806202472994603, -0.31631069095837017] User Vector: [1.6404564687958805, -0.8216108896730734] Predicted: 3.5090056051219074 Movie Vector: [1.6062966442682247, 0.18869164976301264] User Vector: [0.009190331862927158, -0.08067410399503973] Predicted: -0.0004601305448456595 Movie Vector: [1.4401771701006931, -0.796477357615696] User Vector: [1.0371503290573996, 1.477947811490075] Predicted: 0.31652825828137243 Movie Vector: [0.5026552427811158, 0.463872328999714] User Vector: [2.04158930789297, -0.1479810005363696] Predicted: 0.9575712778517573 Movie Vector: [2.338077851443083, 0.6285901916909474] User Vector: [1.4563568106606726, -0.5781195564006042] Predicted: 3.0416753200258646 Movie Vector: [1.8529402093299883, -0.02426629470585194] User Vector: [1.6437360842041269, 0.5356064744719272] Predicted: 3.032747499392552 Movie Vector: [1.3308926409637263, -0.6968322064955113] User Vector: [1.4838527847576515, -0.4377833470693245] Predicted: 2.279910287212798 Movie Vector: [0.7216949017981636, 1.4087381326798551] User Vector: [1.1491030526416293, -1.403366919186189] Predicted: -1.1476746784668626 Movie Vector: [1.715763247684382, 0.44059745004929346] User Vector: [1.1041435951157257, -0.6968973545818844] Predicted: 1.5873978032907903 Movie Vector: [1.2873094425189315, -0.41666462430919554] User Vector: [0.7766788805463475, -0.5270835379990344] Predicted: 1.2194431210722756 Movie Vector: [2.0367646075819805, -0.428100813602812] User Vector: [1.9759160596153065, -0.6253067135255502] Predicted: 4.292170210588892 Movie Vector: [1.624771561789859, -0.5303315666801388] User Vector: [0.07390761977624688, -0.2908517886750041] Predicted: 0.2743308835717593 Movie Vector: [1.2801910244283945, -0.8504856043304423] User Vector: [1.7290910630382135, -0.8187847021629797] Predicted: 2.909931461556475 Movie Vector: [1.415015997226606, -0.7232622233986115] User Vector: [1.6744529529064964, -1.2547915605303748] Predicted: 3.2769210489370333 Movie Vector: [2.091549676754281, -0.4821593671250497] User Vector: [1.843688958592982, 0.15075021975210387] Predicted: 3.783481414830953 Movie Vector: [2.4098415503462474, 0.8856101640014775] User Vector: [1.9925230826018925, -0.6973082180582938] Predicted: 4.1841216691238445 Movie Vector: [1.917415538875283, -1.2945620407920932] User Vector: [1.8461508861736913, 0.7093345461096855] Predicted: 2.6215608186417216 Movie Vector: [1.5712384498711653, 1.006508765542457] User Vector: [1.8758438731921052, 0.23951760192799118] Predicted: 3.188474585356918 Movie Vector: [2.4532332257636096, 0.46627356697926525] User Vector: [1.5484220580270167, -0.32601979255352426] Predicted: 3.6466260286773733 Movie Vector: [0.6935299757008835, -0.14216520168159869] User Vector: [0.9370462893756748, -0.06084502315332508] Predicted: 0.6585197352892288 Movie Vector: [2.092947866108783, -0.28496144830389025] User Vector: [2.285567696557503, 0.05761288556532964] Predicted: 4.76715658204553 Movie Vector: [2.1086640454643977, -0.25407168269642744] User Vector: [1.6569677891174184, -0.20333579844849337] Predicted: 3.545650269868765 Movie Vector: [2.3099932707632695, -0.19344264767712122] User Vector: [1.7497511946479063, -0.13400183575522356] Predicted: 4.067835155048741 Movie Vector: [1.5306193120388847, 0.7197214060591417] User Vector: [1.0633232269506891, -0.22278861728554777] Predicted: 1.467197329223504 Movie Vector: [1.384491433699878, -0.48261598339007056] User Vector: [-0.14284025552308185, -1.8180590376273404] Predicted: 0.6796632401465157 Movie Vector: [2.4829960886551925, 0.8600088240739743] User Vector: [1.5020515089549498, -0.3414406029469339] Predicted: 3.4359460902622687 Movie Vector: [2.6522113004964996, -0.4028814795469154] User Vector: [0.7233033383850228, -0.4322504021755369] Predicted: 2.0924989693148306 Movie Vector: [1.3010857403254423, -0.6504679714003065] User Vector: [1.6888176295958863, 0.6362933426395601] Predicted: 1.7834080960751477 Movie Vector: [1.5549902605924324, -0.6806497680097856] User Vector: [2.001938954586919, -0.49386637853094983] Predicted: 3.4491456126581785 Movie Vector: [2.231374580833115, -0.23399261293331397] User Vector: [1.6237329459168952, 0.684345732055937] Predicted: 3.4630245755867013 Movie Vector: [0.3592603077889702, 0.5544537958718223] User Vector: [-0.39203275459617637, -0.9118645275048891] Predicted: -0.6464285566755317 Movie Vector: [1.94592290112211, 0.6045848855055744] User Vector: [2.4519467214903132, -0.08097201169408935] Predicted: 4.72234482326005 Movie Vector: [0.8415724314180453, 0.1321805411661457] User Vector: [2.0883377837501778, -0.2932620807903068] Predicted: 1.7187239657504363 Movie Vector: [2.5799245426954345, 0.43669960927970203] User Vector: [1.852060825224631, -0.03365324170813784] Predicted: 4.763480820056846 Movie Vector: [0.9838867959888333, -0.7709440214909872] User Vector: [1.8245004381957874, -0.9833726520010612] Predicted: 2.553227157374631 Movie Vector: [0.19907508899500645, -0.14566057878358724] User Vector: [0.11309063170185552, 0.3591888302955848] Predicted: -0.029806125342906192 Movie Vector: [1.893979547395007, 0.5724934525356451] User Vector: [1.6091053244223439, -0.4233026668072008] Predicted: 2.805274568872327 Movie Vector: [1.6137774443933, 0.23630059925043984] User Vector: [1.8834609432496834, 0.2738183112813765] Predicted: 3.104190218653601 Movie Vector: [1.5493846021104023, -0.2809136494924844] User Vector: [1.9953576259272958, 0.0650961778326891] Predicted: 3.073289976432328 Movie Vector: [1.976558707636165, 0.6035731820857684] User Vector: [1.6973028485498636, 0.5024490484355085] Predicted: 3.658083495797086 Movie Vector: [1.0466213169945233, -0.08950082089042058] User Vector: [1.0294605153933865, -0.3074493443877023] Predicted: 1.104972289119808 Movie Vector: [2.346443641255595, 0.09111576831768751] User Vector: [2.116221115126064, -0.529243751239354] Predicted: 4.917371128056869 Movie Vector: [2.253526979627707, -0.7046213538058832] User Vector: [1.094106212877169, -0.7262510653647324] Predicted: 2.977329878177258 Movie Vector: [2.363247742844095, -0.48340972231847645] User Vector: [2.4299462858230045, -0.2904116527105886] Predicted: 5.8829528915984834 Movie Vector: [2.949318520256475, 0.003572913916220958] User Vector: [2.0764343995287344, 0.7577636573270059] Predicted: 6.1267738549442 Movie Vector: [1.5984983224327, -0.2664517196101129] User Vector: [1.6116163908070966, -0.7740668622233252] Predicted: 2.7824175436427963 Movie Vector: [0.5235602773944321, -0.3305528302430509] User Vector: [1.4796221128029639, -0.510212693618275] Predicted: 0.9433236137195069 Movie Vector: [2.2400139254026588, 0.7837918277214113] User Vector: [2.0087597528649113, -0.7957025852053294] Predicted: 3.875984635625067 Movie Vector: [2.044873492702872, -0.7880790519244476] User Vector: [1.4111988916062348, 0.08895883270959454] Predicted: 2.8156166138351804 Movie Vector: [2.746846534579861, -0.45943606158969075] User Vector: [2.0470897567468027, 0.14951199909612894] Predicted: 5.554350200268758 Movie Vector: [1.697279230242883, 0.3800275880302692] User Vector: [1.9491373721210312, -0.6196781898066878] Predicted: 3.0727355707640207 Movie Vector: [-0.7874227686206026, -1.0508611706722644] User Vector: [2.476260022006815, -0.07341803614831847] Predicted: -1.87271135893784 Movie Vector: [0.8590950971639526, -0.2813757033719915] User Vector: [1.9787065553309877, 0.22260066185259547] Predicted: 1.63726268261118 Movie Vector: [2.4664187282755177, 0.5776436309035723] User Vector: [2.2351115291002177, -0.7273856706087738] Predicted: 5.092551235319625 Movie Vector: [2.5846227126356585, -0.5450928475958503] User Vector: [1.6623990108688576, -0.5227252905315917] Predicted: 4.581608058080935 Movie Vector: [1.4612423589327381, -0.41100137439373546] User Vector: [1.9486000474676362, -0.7563066241375325] Predicted: 3.1582199919616665 Movie Vector: [2.1168959388582578, -0.28435778315019394] User Vector: [1.6320807571930918, -0.060212027982966494] Predicted: 3.47206688558698 Movie Vector: [1.2694022439818209, -0.1463777880850252] User Vector: [1.6896131405372585, -0.2661343802619772] Predicted: 2.183754873975295 Movie Vector: [1.9776689340106042, -0.012992264438959176] User Vector: [1.4881717973315887, -0.4136795741560333] Predicted: 2.948485766473839 Movie Vector: [1.1096261669658003, -0.87996600610038] User Vector: [0.2875478708044807, -1.2966364338562515] Predicted: 1.4600666257646784 Movie Vector: [2.4981498340191153, -1.0218291374944901] User Vector: [1.0937233954966394, -0.30746470624958977] Predicted: 3.046461314519768 Movie Vector: [2.477855968100395, 0.46108925608216644] User Vector: [1.6086087545455579, -0.6081176617794426] Predicted: 3.705504282508944 Movie Vector: [2.208266040154071, -0.42472721659315676] User Vector: [2.4869299005720698, 1.1329659087275494] Predicted: 5.010601386768253 Movie Vector: [2.3739183534614727, -0.6686094364558894] User Vector: [1.564207386968716, -0.8467345064817967] Predicted: 4.279435305751597 Movie Vector: [2.002673821180907, 0.6113039850839201] User Vector: [2.086976322137267, 0.17488528444820195] Predicted: 4.2864409170844375 Movie Vector: [1.8551097919296766, -0.3273433461268461] User Vector: [1.7824556911682543, -0.2717253870130725] Predicted: 3.3955985037794796 Movie Vector: [0.5646324945524881, 0.6195990053419149] User Vector: [1.7816273644431804, 0.2656435199578432] Predicted: 1.1705571638899324 Movie Vector: [2.163057630900951, 0.11623231890130171] User Vector: [1.8457322430931882, 0.06693618975833293] Predicted: 4.000205361576678 Movie Vector: [1.1494312449293513, -0.7037965362887898] User Vector: [2.1370531284348235, 0.9376807122628845] Predicted: 1.7964592004615807 Movie Vector: [1.8469459577071365, -0.5069732657824141] User Vector: [1.7750707966573558, 0.3054244402058651] Predicted: 3.1236178066293565 Movie Vector: [1.5102171973160308, -0.4412247687171574] User Vector: [2.0818877711994053, 0.6306462845932387] Predicted: 2.8658459538852976 Movie Vector: [1.9244860620303195, -0.0009532931259989448] User Vector: [1.5404725140656754, -0.44404831562498004] Predicted: 2.965041190467094 Movie Vector: [2.094807315466811, -0.6632064771770858] User Vector: [1.8125908496344592, 0.1678740256153598] Predicted: 3.685693430624569 Movie Vector: [2.1204442299901567, -0.6608321012685575] User Vector: [1.4378885674714972, 1.1801216939988088] Predicted: 2.2691002174659056 Movie Vector: [2.082947508879199, -0.312630249346757] User Vector: [1.4774856129792406, 0.2732849996392084] Predicted: 2.9920878193800315 Movie Vector: [0.9938043607319916, -0.3492602371452963] User Vector: [0.88756979529707, -0.42658855106724586] Predicted: 1.0310611515294439 Movie Vector: [2.3613152138740956, -0.4800878100521335] User Vector: [1.4662061692851247, -1.4690038399820726] Predicted: 4.167425770704191 Movie Vector: [1.558238680826677, 0.14186468379401487] User Vector: [1.656007896476505, 0.10185451290776468] Predicted: 2.5949051183107628 Movie Vector: [0.681705879421272, -1.7537347519392794] User Vector: [1.962716084813107, -0.8534327860678605] Predicted: 2.834689830023363 Movie Vector: [0.7911980978007377, -0.6740667069698146] User Vector: [1.2555080733312163, 0.19662545162137993] Predicted: 0.8608169287122514 Movie Vector: [2.0204108935855962, -0.9409864414935326] User Vector: [1.7483746603009966, 0.06170466127342218] Predicted: 3.4743719601059087 Movie Vector: [1.8952146173165265, -1.1886251849977907] User Vector: [1.9345466224744274, -0.8195675292815484] Predicted: 4.640539642904313 Movie Vector: [1.4421654529806658, -0.30911945142614294] User Vector: [2.306087936349066, -0.6845664196705035] Predicted: 3.5373731494514042 Movie Vector: [0.5034345643478106, -1.2886569538215646] User Vector: [1.7680634261829433, 0.3567009165606068] Predicted: 0.4304391241393558 Movie Vector: [2.143765868647514, 0.2727334777802508] User Vector: [2.1249458947280426, -0.5289049555474995] Predicted: 4.4111363938989525 Movie Vector: [0.9469804170949747, -1.0117807036344058] User Vector: [1.5203193574194962, -0.7601941840711759] Predicted: 2.2088624656649958 Movie Vector: [2.0643955236186464, -0.41572975091274167] User Vector: [2.0123056300887785, -0.3577638751457327] Predicted: 4.3029278216077875 Movie Vector: [2.064055465915791, -0.1583038612697968] User Vector: [1.77522084697021, -0.22347982863741772] Predicted: 3.699532012185738 Movie Vector: [2.109239305874865, -0.03209140701165355] User Vector: [2.2584133509197937, 0.07413803971971111] Predicted: 4.761155014664903 Movie Vector: [1.9628154145526373, -0.3634280273896053] User Vector: [1.3092461818657617, 0.06635365618478385] Predicted: 2.545693808832979 Movie Vector: [1.9915546944263944, -0.5933433761009673] User Vector: [0.8632463988556662, -0.3505641786886502] Predicted: 1.927207351410868 Movie Vector: [2.1500905038626477, 0.18319587822585182] User Vector: [0.11344024366213734, 1.0651788278233287] Predicted: 0.4390431614845045 Movie Vector: [1.9907922960177504, -0.1526743122419174] User Vector: [1.8788040186821935, 0.6872884611576167] Predicted: 3.635377273000656 Movie Vector: [2.8440332805761668, -0.03484935856241252] User Vector: [1.4072280292929156, 0.7235808249619315] Predicted: 3.9769870210506806 Movie Vector: [1.6667293600499353, -0.34862292143684087] User Vector: [1.2614645502174133, -0.2470356857423257] Predicted: 2.1886423049721917 Movie Vector: [2.099119851388254, -0.6209067087680944] User Vector: [1.6167730999855017, 0.5249890740944805] Predicted: 3.06783127123488 Movie Vector: [1.5165959291936666, -0.10428938487681291] User Vector: [1.8385674698704397, -1.0006050198018461] Predicted: 2.892716422373194 Movie Vector: [1.983255928344217, -0.5272346438193511] User Vector: [2.164770765375208, 0.11939652787101177] Predicted: 4.230344468091289 Movie Vector: [0.42174597859507607, 0.011156315876206357] User Vector: [1.612204337398339, 0.011492827249221668] Predicted: 0.6800689135823917 Movie Vector: [2.133512787540511, -0.03129456955622032] User Vector: [1.391561935717337, 0.09985643630572912] Predicted: 2.9657902203159594 Movie Vector: [2.275905151750913, -0.08384438435442333] User Vector: [1.4604215886512275, -0.9619425348869735] Predicted: 3.404434496961513 Movie Vector: [1.3979432227116009, 0.22282594323747246] User Vector: [2.2268134897305787, -0.34105730494208264] Predicted: 3.0369624105398816 Movie Vector: [0.2779916314904364, -0.5333796779210938] User Vector: [1.6887150470967245, 0.506750037319906] Predicted: 0.19915847937267384
avg loss: 11.89420017966345: 53%|████████████████████████▌ | 37386/70000 [01:00<00:53, 608.53it/s]
Movie Vector: [2.09140355756593, -0.3492047428539492] User Vector: [1.1812155948944174, 1.2461712530749982] Predicted: 2.0352295854325027 Movie Vector: [1.4330712372056973, -0.43366593744762627] User Vector: [1.801732448551006, -0.5513864658429662] Predicted: 2.821128477764364 Movie Vector: [2.594298227413402, -1.0488581264080177] User Vector: [-0.060014568722108974, -0.29288714069977106] Predicted: 0.15150136838861625 Movie Vector: [1.327479522387031, -0.24235945477759083] User Vector: [1.7743074016540814, -0.6151258161853363] Predicted: 2.5044382995458325 Movie Vector: [0.7795226679259073, 0.3013920370589342] User Vector: [0.6098089930668843, 0.0209729857889596] Predicted: 0.48168102411085134 Movie Vector: [2.499173745620348, 0.45303029396155403] User Vector: [1.8794485095696003, -0.027891464146834962] Predicted: 4.684432693160179 Movie Vector: [1.414169036145721, 0.9006370723085013] User Vector: [2.0572914866091745, -0.12581871049006715] Predicted: 2.7960409236314887 Movie Vector: [0.568930537388914, 0.4429224735226728] User Vector: [0.4471796517322134, -0.061832198133305157] Predicted: 0.22702728942884803 Movie Vector: [1.5210446972781477, -1.038246934202127] User Vector: [1.1291623997818339, -1.5659435455285386] Predicted: 3.3433425658326406 Movie Vector: [1.7108571209016057, -0.8759979475544272] User Vector: [1.7057101343231782, -1.0278293961423617] Predicted: 3.818602770957659 Movie Vector: [1.5421483697845921, 0.43294398217593166] User Vector: [2.349428050532177, 0.34101374560010744] Predicted: 3.77080648705123 Movie Vector: [2.00615859471545, -0.01595378128006659] User Vector: [1.476837154305447, -1.0199179909358065] Predicted: 2.9790410986559746 Movie Vector: [2.1048174677519014, 0.15799055149421168] User Vector: [1.4713979726372108, -0.5833378078625657] Predicted: 3.004862292849904 Movie Vector: [0.8096254107408339, -0.15364548099244454] User Vector: [1.8479798897636621, -0.8095329660556125] Predicted: 1.6205525592395609 Movie Vector: [2.3531126972376346, -0.7707248386943663] User Vector: [1.6450842678323059, -0.3263177633300575] Predicted: 4.122569884167741 Movie Vector: [0.8307638575322477, -0.11799836884600082] User Vector: [2.2248393745949366, -0.7297914440314326] Predicted: 1.9344303412215995 Movie Vector: [0.6382808434963171, -1.2245487175461403] User Vector: [1.9024859913059897, -0.22612258560677423] Predicted: 1.4912184854837067 Movie Vector: [-0.5160937608298355, -0.08968439523319593] User Vector: [0.8683874967991975, -0.01548729762808631] Predicted: -0.4467804001591331 Movie Vector: [1.4610977387203228, -0.9908148237795619] User Vector: [1.8360284247814596, -0.6228910838677845] Predicted: 3.299786699170746 Movie Vector: [1.2764552102209707, -0.644706284202443] User Vector: [1.680058340002451, -0.0597628201634737] Predicted: 2.183048687292376 Movie Vector: [1.9521529417099917, -0.9358001186263047] User Vector: [1.154629574250122, 0.9756376469495295] Predicted: 1.3410116942060726 Movie Vector: [1.4542588919006307, -0.5757447085068892] User Vector: [1.6000477656693455, -0.4562915040351501] Predicted: 2.5895911096752697 Movie Vector: [0.23789187122076377, -0.10499534619254086] User Vector: [0.247573707243443, -0.23313749224821662] Predicted: 0.08337412419026653 Movie Vector: [2.048086456217791, -0.03256681265444413] User Vector: [1.89823749630061, -0.819070530004887] Predicted: 3.914429023359494 Movie Vector: [2.40413277936841, -0.2464973487628968] User Vector: [1.882378228518021, -0.5563433573863104] Predicted: 4.662624364947188 Movie Vector: [1.525472093508085, -0.10912006676101867] User Vector: [0.12963122501802676, 1.533345825453889] Predicted: 0.030430017371009283 Movie Vector: [1.7718736897507847, 0.6329847462901644] User Vector: [1.8145058318478846, 0.5998137426559881] Predicted: 3.594748093067083 Movie Vector: [1.5435903426535897, 0.35941008801998064] User Vector: [2.090193560801856, -1.1976907483364845] Predicted: 2.795940457450131 Movie Vector: [1.769552718451785, -0.3687590710010534] User Vector: [1.8047903318576144, 0.00602744942634343] Predicted: 3.1914489613231765 Movie Vector: [2.249326132575808, -0.06633746082029301] User Vector: [1.6002802972782058, -0.08371217970203783] Predicted: 3.605105545555216 Movie Vector: [2.167943270641129, -0.17138213760772983] User Vector: [1.3326978963336984, -1.1700070543911631] Predicted: 3.0897317461519114 Movie Vector: [1.413608255212433, -0.7410478780096575] User Vector: [-0.0604289840744322, 0.33217882292022566] Predicted: -0.33158332258649703 Movie Vector: [1.9078359491638268, -0.5832734572967557] User Vector: [2.554423190097888, 0.33480367461095895] Predicted: 4.678138294640502 Movie Vector: [1.429100462674898, -0.4657966827403107] User Vector: [1.9562024602922796, 0.27838126560328225] Predicted: 2.6659407710344123 Movie Vector: [2.594998593038718, 0.7909827779858726] User Vector: [2.268166223316413, -0.3511312311636361] Predicted: 5.608149401620622 Movie Vector: [2.185537564390081, -0.679591336397705] User Vector: [1.7366684966508528, 0.2643326372031696] Predicted: 3.6159160661528564 Movie Vector: [0.8555595072359186, -0.6639870496056024] User Vector: [1.6923472508180153, -0.4928330995297493] Predicted: 1.775138575686665 Movie Vector: [0.8523107101168288, -0.012957601608737782] User Vector: [2.145783455140453, -0.6713517855761336] Predicted: 1.8375733293845122 Movie Vector: [1.5018423706909256, -0.0923685541123367] User Vector: [1.5847580022424193, -0.33409213820459766] Predicted: 2.410916322805428 Movie Vector: [2.059897872974109, 0.4136117680176617] User Vector: [0.3805153957386577, -1.3720008854616161] Predicted: 0.21634714235838592 Movie Vector: [-0.14111110816449646, -0.6217308235630443] User Vector: [2.0404847489163704, -0.5107386295237621] Predicted: 0.0296068846469259 Movie Vector: [1.354684771445279, -0.01085264446728499] User Vector: [0.414374814852537, -1.3972139100751628] Predicted: 0.5765107171619798 Movie Vector: [2.51415894083743, -0.10425144425679644] User Vector: [2.08528378714107, -0.5339508351822536] Predicted: 5.29840002335393 Movie Vector: [1.4101003448498393, -0.019907483482004575] User Vector: [1.7613840863030674, -0.2658035517008936] Predicted: 2.489019787323918 Movie Vector: [2.169704756272565, 0.32436160159141536] User Vector: [1.3673811288232056, -0.11850266408498737] Predicted: 2.928375624929602 Movie Vector: [1.7915377466156153, 0.164106029449777] User Vector: [1.0416329394838773, -0.04517493032893067] Predicted: 1.858711250756594 Movie Vector: [0.48134679921112206, 0.2501986841594454] User Vector: [0.5574824200538857, 0.001488494254350478] Predicted: 0.2687147978132255 Movie Vector: [-0.595325684710331, -1.2412979032902514] User Vector: [1.7634232944752457, -0.04865677161964954] Predicted: -0.9894136316252797 Movie Vector: [2.563455116041774, 0.06216108060631231] User Vector: [2.0804209801296314, 0.3376746766567933] Predicted: 5.354056027828318 Movie Vector: [2.5258629083232527, 0.4526342204214454] User Vector: [0.8114069266581123, 0.5287749744005789] Predicted: 2.2888443079184677 Movie Vector: [2.9088158448000234, -0.0015388926759414903] User Vector: [1.3962417612484361, 1.7323687578473654] Predicted: 4.058744228697462 Movie Vector: [1.5894195184028252, -0.18772078582687726] User Vector: [1.6947949564887936, -1.4394685970978152] Predicted: 2.96395835975427 Movie Vector: [2.0216197550332655, -0.14139726755950613] User Vector: [1.8635324895102365, -0.5557572812501862] Predicted: 3.845936655935292 Movie Vector: [2.097063483930919, -0.5057641126601308] User Vector: [1.8615197435479998, -0.2183182734038953] Predicted: 4.014142626636572 Movie Vector: [0.9023988563137552, 0.19695355009444848] User Vector: [1.5435000124417817, -0.444049815294657] Predicted: 1.3053954584066638 Movie Vector: [2.197542309216396, -0.24825171307960364] User Vector: [2.2657830159288337, -0.16697506624333003] Predicted: 5.020605887244026 Movie Vector: [1.1280046189942283, -0.9964520408135425] User Vector: [1.851427355067073, 0.17134363511852613] Predicted: 1.9176828933536594 Movie Vector: [1.3742723274086257, -1.8050765738449392] User Vector: [2.2432909869049618, -1.1620434927979737] Predicted: 5.180470212267247 Movie Vector: [-0.3864218799311131, 0.747946402636792] User Vector: [1.8044879578082778, 0.2917763005764938] Predicted: -0.47906059457846994 Movie Vector: [2.0974472799997463, -0.5397434109164408] User Vector: [1.2975930747063895, 0.03662694929378712] Predicted: 2.701863910546132 Movie Vector: [0.5231776682554194, -1.295456540477651] User Vector: [1.784150936689979, -0.1293142043166234] Predicted: 1.1009488586318188 Movie Vector: [2.2683148335466923, 0.06893515131857074] User Vector: [1.9984640305531185, -0.9453968084522939] Predicted: 4.467974532766396 Movie Vector: [2.4001823346206055, 0.5020552861647584] User Vector: [0.689845138180739, 0.09386279155415911] Predicted: 1.7028784249592668 Movie Vector: [1.7515473417851743, 0.15546698347540228] User Vector: [2.310614812104448, -0.05683507162118454] Predicted: 4.038315254890442 Movie Vector: [1.7786106891216875, 0.35417033859612046] User Vector: [1.657373335454338, -1.144629965477788] Predicted: 2.542427947863816 Movie Vector: [0.515072808224561, -1.294869105017772] User Vector: [1.9478236108664708, -0.3964862534991888] Predicted: 1.5166687773954417 Movie Vector: [2.532926316121849, 0.800592089151384] User Vector: [1.5433896564746625, -0.24994993168822338] Predicted: 3.7091843389214123 Movie Vector: [0.6604190050669216, -0.4798526235398786] User Vector: [1.2590410639603047, -0.18884398495540097] Predicted: 0.9221119284196373 Movie Vector: [1.8127103421749537, -1.1128357190699278] User Vector: [1.7809665745963241, 0.3236723303119934] Predicted: 2.8681823983928716 Movie Vector: [1.9269094508647648, -0.0016518461480193097] User Vector: [1.1883614757164662, -0.7085071424719679] Predicted: 2.2910353033957938 Movie Vector: [0.5981117748013922, -0.5112112365965562] User Vector: [2.0110097726557643, -0.2368766064173101] Predicted: 1.3239026071534723 Movie Vector: [0.9023429857532561, -0.6875290183557712] User Vector: [1.8404205510367297, -1.4566679272485579] Predicted: 2.6621920451556726 Movie Vector: [2.0892508144636652, -0.9178984164136716] User Vector: [1.680524843427958, 0.33411047203323235] Predicted: 3.2043584246717565 Movie Vector: [2.1494201089848124, -0.9059359682100734] User Vector: [2.040864837782923, -0.006703774758798346] Predicted: 4.392749112727416 Movie Vector: [1.3754885011681213, -1.1222179811827777] User Vector: [2.1749216398856657, -0.8064177782372977] Predicted: 3.8965562376878076 Movie Vector: [1.5288897418713394, 0.873690918970621] User Vector: [2.023259671135788, 0.04099522314485497] Predicted: 3.1291581105243202 Movie Vector: [1.846039518507287, -0.713900823068002] User Vector: [2.080999270181655, -0.664793461649732] Predicted: 4.3162034901821285 Movie Vector: [2.19959023291863, 0.7871844257375711] User Vector: [2.1368606801859262, -0.2856408916087424] Predicted: 4.475365820016627 Movie Vector: [1.9642289798646373, -0.7578000456992868] User Vector: [1.6447281578564459, -0.591284077845087] Predicted: 3.6786978128732786 Movie Vector: [0.7187246865722164, -0.2904487725495452] User Vector: [0.5535804104737785, 0.49132639169655584] Predicted: 0.25516675962082364 Movie Vector: [1.3042333115184768, 1.59759136926485] User Vector: [1.0311436704917774, -0.2379199536268595] Predicted: 0.9647530595266437 Movie Vector: [0.5677855008105652, -0.8872829874113989] User Vector: [1.5868692480822169, -0.4917209730162526] Predicted: 1.337297004653947 Movie Vector: [1.472877096485903, 1.2913838837299796] User Vector: [1.5495593550114621, 0.2211512228059946] Predicted: 2.5679016086406903 Movie Vector: [2.232442075383667, -0.5689118440107738] User Vector: [2.052770087214895, -0.9437464219282852] Predicted: 5.119598830965322 Movie Vector: [1.218733764454546, -0.12860692544078708] User Vector: [1.1439992081058006, 1.1853161608756113] Predicted: 1.2417905943023122 Movie Vector: [1.608559060010106, 0.06076313326795435] User Vector: [1.119232124506069, 0.2783258561914011] Predicted: 1.8172629252202719 Movie Vector: [0.9893497648421885, 0.647554086680086] User Vector: [1.7266687260563236, -0.4302480015290477] Predicted: 1.4296704464081103 Movie Vector: [1.0484270895533725, -0.21426812012927962] User Vector: [2.183356065218823, -0.5685666803426093] Predicted: 2.4109153586812297 Movie Vector: [1.0773828842134408, -0.46133797672381605] User Vector: [1.6124952486232758, -0.9935749393776118] Predicted: 2.19564863399817 Movie Vector: [2.51898411757231, -0.7973580055999245] User Vector: [2.031083560559737, 0.13723246568783487] Predicted: 5.006843825367783 Movie Vector: [2.056464261262751, -0.5409002319402629] User Vector: [1.577239788844961, 0.6892212269191611] Predicted: 2.870737335702543 Movie Vector: [2.3425476541957333, 0.293624736505253] User Vector: [1.682371833158129, -0.06696751303593938] Predicted: 3.921372872879961 Movie Vector: [2.0632282371550064, 1.1920084205815633] User Vector: [2.0001714047925, -0.20570437923651114] Predicted: 3.8816087693174572 Movie Vector: [2.347955980456976, 0.15098022938773165] User Vector: [1.6480597338671887, -0.015389426967346086] Predicted: 3.867248209070122 Movie Vector: [1.1026704918291221, -0.8349662796102902] User Vector: [1.90978818855729, 0.44701915514716006] Predicted: 1.7326211602781558 Movie Vector: [1.0244800878343536, 0.03570368295415838] User Vector: [1.9014616837283445, -0.42130554605734505] Predicted: 1.9329674731164124 Movie Vector: [1.1123856808013854, -0.4062534266162303] User Vector: [1.8691751478400058, -0.007389774418229671] Predicted: 2.082245790546362 Movie Vector: [1.7689241915727365, -0.3409202780987706] User Vector: [2.0823944654193784, -0.18050476573742305] Predicted: 3.7451356812108707 Movie Vector: [0.19229891976120866, -0.13383009042839025] User Vector: [0.8384580901757291, 0.661351343414817] Predicted: 0.07272587491169645 Movie Vector: [1.109425657958493, 0.30558260911201807] User Vector: [1.040933645306336, 0.22249384003382847] Predicted: 1.2228287424840036 Movie Vector: [2.0996372674962878, -0.21181525064750625] User Vector: [2.1971496154460843, -0.37277783780423074] Predicted: 4.692177246006074 Movie Vector: [2.0553959878582244, -0.035720802587993004] User Vector: [2.1105379227533883, 0.2062613631970672] Predicted: 4.3306233572136525 Movie Vector: [2.4006698307253074, -0.052500193641829444] User Vector: [2.2190565494705394, -0.48067044592279773] Predicted: 5.352457402476175 Movie Vector: [2.602107691300534, -0.29925540127149314] User Vector: [1.863184803883447, 0.0713014106084651] Predicted: 4.826870176256534 Movie Vector: [-0.22158337864463384, 1.0525893448082733] User Vector: [2.000007171853747, -0.7840471757386231] Predicted: -1.2684480494623465 Movie Vector: [-0.8413844570760012, 0.47857197821191955] User Vector: [2.0466035378659777, -0.9036988404690874] Predicted: -2.154465348348298 Movie Vector: [1.890549477534535, -0.20616186727856] User Vector: [1.5897556304844094, -0.8250415678853209] Predicted: 3.1756037868375544 Movie Vector: [2.0577126076545675, 0.011406266159510715] User Vector: [1.1107052736121388, -0.1997865911544789] Predicted: 2.283233425866305 Movie Vector: [1.5365240181213355, -0.20269234033089828] User Vector: [1.8434964526326958, -0.12842277775076866] Predicted: 2.8586068901657162 Movie Vector:
avg loss: 11.86505687924444: 54%|████████████████████████▋ | 37524/70000 [01:00<00:50, 644.99it/s]
[1.7414696364011863, 0.12186845028672733] User Vector: [1.5197056339856754, 0.011718897642891789] Predicted: 2.647949381748677 Movie Vector: [2.239492252574525, -0.22029517491391842] User Vector: [1.6983462826719449, -0.2416946751248953] Predicted: 3.8566775129649664 Movie Vector: [2.1682685153770676, 0.35388339062892493] User Vector: [1.7453688917114336, 0.6711155424493894] Predicted: 4.021925059282228 Movie Vector: [1.5842750345588201, -1.1359122726790964] User Vector: [1.5717064779183691, -0.43789359792762295] Predicted: 2.9874240466340383 Movie Vector: [1.1616948227640722, -1.3797333389969633] User Vector: [-0.6718568062340805, 0.4208035356537172] Predicted: -1.3610892407501667 Movie Vector: [1.9139966767067653, -0.7397414012303754] User Vector: [1.9711915975548169, -0.5568834519095877] Predicted: 4.184803911909826 Movie Vector: [2.0404034529629054, 0.24665592636169428] User Vector: [1.8682054088028648, 0.1826298751357076] Predicted: 3.8569395079982605 Movie Vector: [1.1424920264843976, -1.0281676629674235] User Vector: [1.6808267002579234, -1.1804963220748095] Predicted: 3.1340792475560537 Movie Vector: [2.0882511375886277, 0.8933110927603899] User Vector: [1.8104966921645749, -0.2719417616226709] Predicted: 3.5378431847707876 Movie Vector: [1.449197771766705, -0.9410832094799279] User Vector: [1.7854813250121326, -0.39470944837009675] Predicted: 2.958969992222829 Movie Vector: [1.8195030656955256, -0.5866416824546754] User Vector: [1.7342797850906588, -0.8222317919536982] Predicted: 3.6378828275456714 Movie Vector: [-0.7980555766637596, 0.4383906620168009] User Vector: [1.9219540170533824, -0.3834066651834033] Predicted: -1.7019080231721724 Movie Vector: [0.636608538491777, 0.9852432583939913] User Vector: [2.0029010942348204, -0.306917867596846] Predicted: 0.9726751784139579 Movie Vector: [0.5881971971753883, 0.09400750949951343] User Vector: [1.162582739520081, -0.27003580060116494] Predicted: 0.6584425157799735 Movie Vector: [0.6428180306478903, -0.4239024800325754] User Vector: [0.8835797734191292, -0.8105201273852749] Predicted: 0.9115625019845308 Movie Vector: [1.3306351956102263, -0.835089457452357] User Vector: [0.07448300456097556, 0.5124264924272202] Predicted: -0.3288122542016305 Movie Vector: [1.631384617015825, 0.31812112794841324] User Vector: [1.5891020844171098, -0.4670575918682319] Predicted: 2.4438558074438643 Movie Vector: [1.7870302831648401, -0.06424211084163141] User Vector: [1.8055269646218421, -0.6762282486341341] Predicted: 3.269973692952921 Movie Vector: [1.8873190365388162, 0.2790932094488091] User Vector: [1.421501343427068, -1.1770272217525055] Predicted: 2.354326240987885 Movie Vector: [0.9828575180221577, 0.4172053380968308] User Vector: [1.9791843809944492, -0.17403465746056468] Predicted: 1.8726480603060238 Movie Vector: [0.9684770413737305, 0.27407237956361374] User Vector: [1.5931440858916388, -1.213231866467234] Predicted: 1.2104101261813114 Movie Vector: [-0.5150985878125917, 0.41557455469149435] User Vector: [1.1438048144941526, -1.1047617007253951] Predicted: -1.0482830964983554 Movie Vector: [-0.4519986299064323, 0.23047149633841024] User Vector: [1.4700104046343108, -0.39569905687109386] Predicted: -0.7556400425796873 Movie Vector: [2.265577570544717, -0.11448429050808714] User Vector: [1.7530967407050142, -0.29064939948747825] Predicted: 4.005051445023254 Movie Vector: [2.5887141177395727, 0.835977406124768] User Vector: [1.9903848105804303, 0.0861497752770547] Predicted: 5.224556524558309 Movie Vector: [1.8233786357281045, -0.3225061090824889] User Vector: [2.006003939763197, -0.1493939139051723] Predicted: 3.705885176844782 Movie Vector: [1.6868007354047996, -0.3088637800271894] User Vector: [1.9450839682940992, -0.7165808933503094] Predicted: 3.5022949515580093 Movie Vector: [1.8701259976814233, 0.5755104731281085] User Vector: [1.5773406037355688, 0.25319131599939265] Predicted: 3.095539924307138 Movie Vector: [1.5168343118367615, -0.5087754500391213] User Vector: [1.6367143614233124, -0.037472323394850016] Predicted: 2.501689500282101 Movie Vector: [1.9430451781085585, -0.29749148629509453] User Vector: [1.8813409592866963, 0.1842177774538278] Predicted: 3.6007272589034267 Movie Vector: [1.8140179293297218, -0.015371159335039297] User Vector: [0.15487838269320925, -0.5088588311353194] Predicted: 0.28877391324349455 Movie Vector: [1.6131877150871028, -0.9773358317613722] User Vector: [1.6906602838067328, -0.065928603909214] Predicted: 2.7917867871611737 Movie Vector: [0.16568778383418203, -1.0710148153258356] User Vector: [2.073274154127775, -0.13409524112427085] Predicted: 0.4871341897869037 Movie Vector: [1.7248029017902264, -1.0450757851573844] User Vector: [1.7780048112914328, -0.5593106623107501] Predicted: 3.651229887473751 Movie Vector: [2.365761528802246, -0.24938996293550258] User Vector: [1.6866285430186296, -0.004956294828172281] Predicted: 3.991396970636753 Movie Vector: [1.0949183894645242, -0.9231623103542685] User Vector: [2.11557989402361, -1.0352301739792191] Predicted: 3.2720728095069673 Movie Vector: [1.705108229286374, -0.9809203432269931] User Vector: [2.274839720203891, 0.8531576459489317] Predicted: 3.041968236336207 Movie Vector: [1.514437699884201, -1.116454872598359] User Vector: [1.6902952554439166, -1.3957719779440412] Predicted: 4.118163284591537 Movie Vector: [2.065638781043144, -0.5368911561965759] User Vector: [1.843932903261832, 0.2927938224588193] Predicted: 3.651700900751985 Movie Vector: [-0.21053159250520165, -0.41763217167089045] User Vector: [1.695756296878022, -1.0451589995449435] Predicted: 0.0794817490388765 Movie Vector: [2.2838597564232375, -0.619859045457296] User Vector: [1.1071717016813298, -0.017128174234906014] Predicted: 2.5392419466522984 Movie Vector: [0.9860148223860319, -0.6991149393626008] User Vector: [-0.1323640810347208, 0.5231549484245683] Predicted: -0.4962583858968272 Movie Vector: [1.754477565510472, -0.4115065606472554] User Vector: [-0.22028114200606475, 1.1157342270389512] Predicted: -0.8456102761198898 Movie Vector: [1.523204568768248, -1.0980729358047294] User Vector: [1.9822046718924053, -0.4829186432688385] Predicted: 3.5495831048293285 Movie Vector: [-0.4096709647876102, 0.3137456424150372] User Vector: [2.3360476465581543, -0.2712043921639323] Predicted: -1.042100089400558 Movie Vector: [0.05669117572741521, -1.8715528734396096] User Vector: [1.43550997796438, -0.8224923516754108] Predicted: 1.6207186725794536 Movie Vector: [1.9629594376293371, 0.9121302630748593] User Vector: [1.9465748148690227, 0.2992718874419866] Predicted: 4.094022349322096 Movie Vector: [1.6416274048635071, 0.2137480211504869] User Vector: [1.7776950751098823, -0.9653268512232318] Predicted: 2.7119762485788774 Movie Vector: [2.0990862867039866, 0.7100498613343746] User Vector: [1.808867716570285, 0.33108979666440075] Predicted: 4.032059682525023 Movie Vector: [-0.18999554079928976, -1.721597622546076] User Vector: [1.699200048933068, -0.7886660744901819] Predicted: 1.0349252066018257 Movie Vector: [2.251224193673855, 0.7793512571496871] User Vector: [1.7711115438545784, -1.0378963670833226] Predicted: 3.178283318742999 Movie Vector: [1.5946525590392104, 0.19269806929821529] User Vector: [-0.5425160540638344, -1.1019776194316608] Predicted: -1.0774735736070726 Movie Vector: [1.6929368553931297, -0.38385661334068366] User Vector: [1.697668844959571, -0.12564100929467256] Predicted: 2.922274288209301 Movie Vector: [1.7141682951965576, -0.2150675046448557] User Vector: [1.7955273446424178, -0.6806793432343933] Predicted: 3.2242280551572153 Movie Vector: [2.454015911598535, -0.5100356525503857] User Vector: [1.8468183154705942, 0.6113570650531973] Predicted: 4.220307632380744 Movie Vector: [0.15241442570213778, 0.3437999215829911] User Vector: [1.313333850926346, -0.39729293000167715] Predicted: 0.06358174646406267 Movie Vector: [1.2851209743583611, -0.399013027908831] User Vector: [0.4520540448495754, -0.3360253107517496] Predicted: 0.7150226112767861 Movie Vector: [2.2700102047182336, -0.7542406864741178] User Vector: [-0.4282067494825319, -1.5321726946202152] Predicted: 0.18359329393267843 Movie Vector: [0.46895368983726304, -0.14053972871762851] User Vector: [1.5810851464379712, 0.006169705591093845] Predicted: 0.740588624618936 Movie Vector: [0.8287185470040861, -0.173150371035514] User Vector: [1.78381666219843, -0.6754477830383189] Predicted: 1.5952359866669619 Movie Vector: [1.6543538716173307, -0.8911833649962814] User Vector: [1.991560040180192, -0.14795475689580337] Predicted: 3.4265998811480762 Movie Vector: [1.6265460185742795, -0.5998701932286926] User Vector: [1.1021100066306206, -0.3461216380842168] Predicted: 2.0002606972341197 Movie Vector: [0.5798697142121757, -2.4430555550725352] User Vector: [1.8299567975854152, -0.5774582716642159] Predicted: 2.471899163648331 Movie Vector: [0.7365600561178205, 0.6869747017039526] User Vector: [1.952110467133687, -0.053362195876527685] Predicted: 1.401188116625628 Movie Vector: [2.5613284761189066, 0.05562199563227968] User Vector: [1.7665238979920677, -0.9800061607425152] Predicted: 4.470138065279226 Movie Vector: [2.4162478600862554, -0.5351252733478882] User Vector: [1.9188775405616025, -0.5600856563673076] Predicted: 4.936199741111336 Movie Vector: [0.929288053246895, -0.5882180200703977] User Vector: [1.5073713432004685, -0.38240208453023755] Predicted: 1.6257179780760898 Movie Vector: [1.131248845868312, -0.934337207216853] User Vector: [1.796580958912013, -0.38448870213521524] Predicted: 2.39162223643765 Movie Vector: [1.8827767753761009, -0.3564135453923078] User Vector: [0.5332621996840741, 0.6169865408636692] Predicted: 0.784111324262591 Movie Vector: [1.750676247086597, -0.8507480350569863] User Vector: [1.8065812553523148, -0.3051628870577733] Predicted: 3.4223556187139015 Movie Vector: [1.4473685221596306, -0.40561654713411366] User Vector: [1.5368946525297655, 0.7297641025004996] Predicted: 1.9284485464683674 Movie Vector: [2.4571099232862266, 0.580673050810161] User Vector: [1.2255495315544176, -0.4990386417203559] Predicted: 2.721531624901228 Movie Vector: [2.1939859223771334, -0.17211965276226943] User Vector: [1.7991640120798014, -0.15514100148517818] Predicted: 3.9740433298554665 Movie Vector: [-0.044379170463377554, 0.021722278361188747] User Vector: [1.8947428241319706, -1.4980581077959776] Predicted: -0.11662834999519403 Movie Vector: [0.18019826453151966, -0.7251614349948292] User Vector: [1.6392612238090263, -0.8872750435005201] Predicted: 0.9388096714241383 Movie Vector: [1.552218094877987, 1.3953568383749315] User Vector: [2.072950383714584, -0.4774752535242931] Predicted: 2.551422735226117 Movie Vector: [1.5547498959628223, -0.13775060363615954] User Vector: [2.0561219840426586, -0.27543439835571026] Predicted: 3.2346966954128566 Movie Vector: [0.5166169812881662, -0.23190708948747146] User Vector: [1.5950898624586791, -0.8143657135134726] Predicted: 1.0129076920260565 Movie Vector: [1.7752698167874823, -0.3899499079184328] User Vector: [1.1422455658691255, -0.728806874718506] Predicted: 2.3119922501335988 Movie Vector: [1.0817580714449513, -0.6355904323505228] User Vector: [1.6444780764360967, 0.3043737180192615] Predicted: 1.5854704094670167 Movie Vector: [1.8450339245759582, 0.16178593566182517] User Vector: [1.6664957321054943, -0.708834059071533] Predicted: 2.9600617794198274 Movie Vector: [0.644666047651957, -0.21621404059953972] User Vector: [1.010121193174678, -0.07582448878629913] Predicted: 0.6675851563502789 Movie Vector: [1.9915208566622462, -0.2330691269952631] User Vector: [1.980621877651413, -0.25206861404230796] Predicted: 4.003199190322075 Movie Vector: [2.1982753008734828, -0.02664730692159015] User Vector: [2.496203242331997, 0.35260297765477205] Predicted: 5.4779460138117 Movie Vector: [1.748612685661074, -0.12732276057339642] User Vector: [1.3716102299119548, -0.5803112360170448] Predicted: 2.4723018763679963 Movie Vector: [1.4706950672897088, -0.05908873156346575] User Vector: [-1.025456295954499, -0.4321629728796411] Predicted: -1.4825975542853032 Movie Vector: [1.50148539667726, -0.5863004018668372] User Vector: [-0.10913581769251798, -1.6229212175963197] Predicted: 0.7876535255551914 Movie Vector: [0.5868731142646404, -0.3684245811158669] User Vector: [1.8625176400019712, 0.23098104242702389] Predicted: 1.0079624339589026 Movie Vector: [1.9488550512265175, -1.282482241469843] User Vector: [1.9800791161081703, 0.8816810757893362] Predicted: 2.7281468649156957 Movie Vector: [1.2869131053021485, -0.022443418653986427] User Vector: [1.847733606241191, 0.04008320385965096] Predicted: 2.3769729888537734 Movie Vector: [2.2898790659567414, 0.20895131709490658] User Vector: [1.7629044486750747, -0.6453671527345577] Predicted: 3.9019876757293885 Movie Vector: [1.7498652051167833, -0.5967249007348878] User Vector: [2.0135517932974025, 0.39533162063033056] Predicted: 3.28753999971363 Movie Vector: [0.9376685123803461, -0.43561983559321477] User Vector: [2.0730062675218175, -0.6859151284460656] Predicted: 2.2425909385068903 Movie Vector: [1.3162056016304235, 0.4193868782392891] User Vector: [2.333240546320397, 0.07651582578811236] Predicted: 3.1031140103313137 Movie Vector: [1.9648222358537002, -0.024255640956724146] User Vector: [1.5347479751592572, -1.249712986797317] Predicted: 3.0458195375310617 Movie Vector: [1.3451442280395252, -0.735270543861514] User Vector: [1.671137037673713, -1.1911603944850144] Predicted: 3.1237454915691574 Movie Vector: [2.0720745799525027, -0.6260424844609708] User Vector: [1.4014283129527383, 0.20188909350963102] Predicted: 2.777472833208747 Movie Vector: [2.350941844915243, -0.45288213525823806] User Vector: [1.951551976453993, -0.3430110532219852] Predicted: 4.743328782173089 Movie Vector: [1.9547634081781373, 0.6202253198934462] User Vector: [1.6385078822845853, -0.3175130817901431] Predicted: 3.005965599577713 Movie Vector: [2.0826767206304706, -0.2046431472376982] User Vector: [2.085953856037043, 0.6827318976957475] Predicted: 4.20465113201369 Movie Vector: [1.9201736012100161, -0.8061383476210033] User Vector: [1.245619781444807, -0.7343351316171888] Predicted: 2.9837819310772407 Movie Vector: [2.1647607350671048, 0.2856194989345447] User Vector: [2.560665186777935, 0.44404636270909653] Predicted: 5.6700557516108265 Movie Vector: [2.3779976420669175, 0.03428694413843083] User Vector: [1.66882493781749, 0.4529230192409218] Predicted: 3.9839911134121846 Movie Vector: [2.186289711981716, -0.10133899855533575] User Vector: [1.704181396954465, -0.4000746335511795] Predicted: 3.766377418223646 Movie Vector: [1.8480289839124717, 0.16051200496655796] User Vector: [1.3982027925218428, -0.5060290076420189] Predicted: 2.5026955553798635 Movie Vector: [2.3908150584051624, -0.1586562854076471] User Vector: [2.3110953720871756, 0.6215809409976025] Predicted: 5.426783893817632 Movie Vector: [2.058231679114055, -0.5230994049018534] User Vector: [1.8363607855803088, -0.07103648085128494] Predicted: 3.8168150840237933 Movie Vector: [-0.16320558767360083, -1.505232371853015] User Vector: [1.515548240796749, 0.43535847814364004] Predicted: -0.9026616159493956 Movie Vector: [-0.4151538344112652, -1.0620356191413243] User Vector: [1.9149380983399593, -0.021458194406631464] Predicted: -0.7722045274037488 Movie Vector: [2.3020716477115934, 0.04931941655309575] User Vector: [2.233459840715047, 0.10113602016068504] Predicted: 5.146572545119389 Movie Vector: [1.2016800100247262, 0.38595597710610097] User Vector: [1.971659905604351, -0.6225097176762621] Predicted: 2.1290429487882028 Movie Vector: [2.486775776678023, -0.4800918934884705] User Vector: [1.8362035918390143, -0.6863933764939868] Predicted: 4.895758509033383 Movie Vector: [2.3734826699254463, -0.45684398317237407] User Vector: [1.8619256337859973, -0.6932196926927641] Predicted: 4.735941470104309 Movie Vector: [1.495913999012581, -0.9676331287492858] User Vector: [2.1813244966366754, -0.8116416684921549] Predicted: 4.048445218014229 Movie Vector: [1.6063147542998717, -0.46161541185355615] User Vector: [1.9381673416495082, -0.2550476648012445] Predicted: 3.2310407300232797 Movie Vector: [1.9850325125631982, 1.0679080261080445] User Vector: [1.8244587398805792, 0.274495751520005] Predicted: 3.9147461326738053 Movie Vector: [2.4537612613430126, -0.24204045842821936] User Vector: [2.275645694149545, 0.006899555851828998] Predicted: 5.582221277184855 Movie Vector: [1.7746723134968703, -1.0348882272373785] User Vector: [1.6520185276966182, -0.564780938673213] Predicted: 3.516276686888035 Movie Vector: [2.577552333273768, 0.19273247333257365] User Vector: [1.7494311515567225, -0.2658980428053248] Predicted: 4.4580031591526845 Movie Vector: [2.067978424006088, -0.2490789221980444] User Vector: [1.5978941694955164, -0.4112128387939751] Predicted: 3.406835117042657 Movie Vector: [2.46218623670438, 0.10899881768850048] User Vector: [1.6180375516366012, -0.8246668302023695] Predicted: 3.8940220806315105 Movie Vector: [1.804963627433161, 0.6439231511258804] User Vector: [1.5441719683344926, 0.09167278094468713] Predicted: 2.8462044633240056 Movie Vector: [2.157364849633108, -0.5932509524747748] User Vector: [1.094717085104827, 1.6756355023124556] Predicted: 1.3676318019505576 Movie Vector: [1.8954947453520763, 0.20061226411076305] User Vector: [1.0272251390916454, -1.4196513033667066] Predicted: 1.6623003912255787 Movie Vector: [1.4363289781731223, -0.9824117729906594] User Vector: [1.755328109845364, 0.30124615564203205] Predicted: 2.225280860501841 Movie Vector: [2.2051893732444316, -0.9061191575027394] User Vector: [0.4480700208558266, -0.20511244409273005] Predicted: 1.173935563495312 Movie Vector: [1.612177973969569, 0.15917923716877339] User Vector: [2.00510341080799, -0.003936746626744703] Predicted: 3.2319569061109257 Movie Vector: [1.4901740719393233, -0.32337089772870015] User Vector: [1.649981596724732, -0.014877958652539672] Predicted: 2.4635708934620824 Movie Vector: [2.264032286458836, 0.16117328598079425] User Vector: [2.102682070077744, -0.18441474438718003] Predicted: 4.7308173644779234 Movie Vector: [1.497640361522655, -0.5970297714476305] User Vector: [2.0018177494801814, -0.6231833121382789] Predicted: 3.370062048449861 Movie Vector: [1.5113433224172819, 0.13121008136239606] User Vector: [1.6506307502060433, -0.2854715824151356] Predicted: 2.45721301254519 Movie Vector: [0.6680548853280698, -0.32562587878093324] User Vector: [-0.7064519665559644, 1.148110713712448] Predicted: -0.8458032475977546 Movie Vector: [-0.05540345076453987, -1.3301039146124145] User Vector: [1.033212331017028, -0.23538599427166432] Predicted: 0.2558443039148587 Movie Vector: [1.1001833815126685, -1.4617620033441672] User Vector: [1.5217815346615677, -0.8332195461918209] Predicted: 2.892207427794376 Movie Vector: [2.3068159789327134, -0.6202141829471004] User Vector: [0.5899663773292022, 1.0178002061118059] Predicted: 0.7296897430190261 Movie Vector: [1.5177656662555954, -0.1590078663744882] User Vector: [2.3271331806101876, 0.0745698159578111] Predicted: 3.5201856550029342 Movie Vector: [1.3695767463944097, -0.6724488981366461] User Vector: [1.6066589795110433, -0.4452488806813546] Predicted: 2.4998498969348493
avg loss: 11.842187416876806: 54%|████████████████████████▏ | 37590/70000 [01:00<00:53, 602.14it/s]
Movie Vector: [0.8395517880556793, -0.07289277260619999] User Vector: [0.6757657115175724, 0.12652878520003757] Predicted: 0.5581172774435712 Movie Vector: [1.238714109861455, -0.009808447986381662] User Vector: [2.0816223457528236, -0.5545885024887763] Predicted: 2.5839746235674292 Movie Vector: [1.9967517461985578, -0.5199796375298109] User Vector: [1.296887056173444, 0.5979317608796616] Predicted: 2.2786491537468634 Movie Vector: [1.9495259610076612, -0.23676911877054196] User Vector: [1.4390286665693455, -0.9386552585981094] Predicted: 3.027668322518786 Movie Vector: [1.2749864202049626, 0.018579717715916544] User Vector: [-0.37148501399420125, 2.9375258821584143] Predicted: -0.41905994647855505 Movie Vector: [1.4391235094602144, -0.2650814291047553] User Vector: [1.6378871223082627, 0.12510578554259935] Predicted: 2.3239586431350534 Movie Vector: [1.7108403589065782, -0.0426131194335672] User Vector: [2.140064456773297, -0.4615617135899991] Predicted: 3.6809772277364115 Movie Vector: [2.156763125593242, 0.40904004426301316] User Vector: [1.6299299130431542, -0.45909613706552566] Predicted: 3.327584029526613 Movie Vector: [1.908096920241211, -0.5172916981551572] User Vector: [2.131750164081856, -0.36618022144574325] Predicted: 4.257007911390785 Movie Vector: [2.069734213472813, -0.1706349282366244] User Vector: [1.6916368415034297, 0.45265807624463683] Predicted: 3.4239993692750033 Movie Vector: [1.7163403586128403, -0.844948108358255] User Vector: [1.8739261781844407, -0.9376425359310754] Predicted: 4.008554415730272 Movie Vector: [1.324386120328588, -0.6109959151125591] User Vector: [1.915727390306962, -0.012761334851023973] Predicted: 2.5449598895212073 Movie Vector: [1.1864354019495242, -0.6162158789681773] User Vector: [1.8912665037751395, -0.3333889115026898] Predicted: 2.449305075740003 Movie Vector: [2.3430708763505144, 0.02639035074501169] User Vector: [1.5923113926479493, 0.8005893308914616] Predicted: 3.7520262834394784 Movie Vector: [1.7163114539568145, -1.1557537749860274] User Vector: [1.8404359948102373, -0.7637895486857055] Predicted: 4.041514032355593 Movie Vector: [1.2774063639147386, -0.6106829664091841] User Vector: [1.640251385997842, -0.08489101299503252] Predicted: 2.147109054530901 Movie Vector: [2.192479361507251, -0.4739067971429458] User Vector: [1.8753649756913013, -1.1760092954981074] Predicted: 4.6690178031365654 Movie Vector: [1.2663267198248014, 0.3692612095252755] User Vector: [1.7863276751416985, -0.37486995891738134] Predicted: 2.123649530949928 Movie Vector: [1.9616577709435163, -0.021678883757151476] User Vector: [1.3680702729710965, -0.581092466359461] Predicted: 2.6962831182009324 Movie Vector: [1.5010189292210525, 0.1593974827675226] User Vector: [1.847304473682136, 0.8682354754163225] Predicted: 2.911233532262445 Movie Vector: [2.624162271471384, 0.26521384114191804] User Vector: [2.03233126313, -0.2613704491376654] Predicted: 5.263847963060741 Movie Vector: [0.29701269190216545, 0.4308633745102855] User Vector: [1.6120586979728793, -0.9596696840921297] Predicted: 0.06531537488607014 Movie Vector: [2.3833908155610706, -0.19906367869736907] User Vector: [2.1887897900025277, -0.2670566181025793] Predicted: 5.269902755505846 Movie Vector: [0.678651238659817, -0.41672087802646485] User Vector: [1.8949435316285643, 0.40042005498951605] Predicted: 1.1191423780354968 Movie Vector: [2.313992307270683, -0.6078337003599787] User Vector: [0.44805980081335145, -0.08084589266693482] Predicted: 1.0859477903779786 Movie Vector: [2.4160251967726336, 0.16894243222839359] User Vector: [1.6532180092301552, -0.2729441434936598] Predicted: 3.948104518594033 Movie Vector: [2.228033943438175, -0.40269148661264903] User Vector: [1.9335348441876214, -0.9205858019610467] Predicted: 4.678693328816656 Movie Vector: [2.392741885473932, -0.27492528092503066] User Vector: [1.2498364605561914, -0.7085598419991104] Predicted: 3.185337062779088 Movie Vector: [1.664796124972696, -0.12663575217509443] User Vector: [2.052589434616753, -0.25568099996812793] Predicted: 3.4495212926577112 Movie Vector: [1.1690052325381481, -0.6952080036039314] User Vector: [1.3493735456384814, 0.05892381405488166] Predicted: 1.536460428366115 Movie Vector: [2.054742084509448, -1.0282748514102635] User Vector: [1.4899989746815905, -0.6660062133381681] Predicted: 3.746401039212808 Movie Vector: [1.592908285520251, -0.4142419368768023] User Vector: [0.7265375004513113, -0.8127188477233425] Predicted: 1.4939698338272671 Movie Vector: [1.1286924070733888, -0.26232749290374574] User Vector: [2.168972004067239, 0.11399546048776628] Predicted: 2.4181980887932806 Movie Vector: [1.7449336791162107, 0.5092661589028699] User Vector: [1.7210896493741759, -0.2118613652040147] Predicted: 2.895293470293943 Movie Vector: [2.9679557725159156, 0.07183820143472042] User Vector: [1.6114929763788979, -0.6308095930530384] Predicted: 4.737523654999906 Movie Vector: [2.432493200847718, 0.07135050066702103] User Vector: [0.6951124075523222, -1.3960272177549842] Predicted: 1.5912489642643053 Movie Vector: [0.9180208939722704, -0.06305292562333618] User Vector: [1.5447442951455863, 0.4481569979445626] Predicted: 1.3898499289291397 Movie Vector: [0.42371787654279314, 1.8529021364522098] User Vector: [1.4911974378158892, 0.6852682917644408] Predicted: 1.901582093710691 Movie Vector: [2.553124200868078, 0.7973210681934634] User Vector: [1.8960843646125798, -0.2469096488910154] Predicted: 4.644072613178893 Movie Vector: [1.8025014138269884, -0.7316892716146174] User Vector: [1.778368645853821, -0.11906595684838514] Predicted: 3.2926312816975916 Movie Vector: [0.7999720086327111, 0.22341848988922497] User Vector: [2.0164619536334705, -1.2037802622249898] Predicted: 1.3441663510348458 Movie Vector: [2.0803637037711398, -0.24437592593099253] User Vector: [1.4963368692248167, -0.0626304909924956] Predicted: 3.128230295577655 Movie Vector: [2.4861577479522188, -0.09708155188082586] User Vector: [2.1691696276288264, -1.1165986113743226e-05] Predicted: 5.392898960363296 Movie Vector: [1.4061614850803168, -1.2711650949795303] User Vector: [1.6225212578598835, -1.1280252596437292] Predicted: 3.715433237840968 Movie Vector: [1.9582214033528478, -0.6607043158143676] User Vector: [2.0772312801738257, 0.30262169546535345] Predicted: 3.8677352922974015 Movie Vector: [2.218197939238963, 0.104828651115486] User Vector: [0.41278055209459136, -0.06455234928546572] Predicted: 0.9088620343122129 Movie Vector: [2.265616755167297, -0.023246310018537903] User Vector: [1.6892783604638788, -0.10832908176214966] Predicted: 3.8297756090271715 Movie Vector: [1.194094686598028, -0.15066816644284742] User Vector: [2.000766478191862, 0.3284209358325935] Predicted: 2.339622040509011 Movie Vector: [1.5534984477139757, -0.464016049246018] User Vector: [1.7804762132399394, -0.08808150483207523] Predicted: 2.8068382653437274 Movie Vector: [-0.07392230448858472, 0.2771838433097552] User Vector: [1.9061240504242336, -0.819195934833308] Predicted: -0.3679729600892987 Movie Vector: [1.8646536512979077, 0.29786053284488817] User Vector: [2.069953609759926, -0.2625231712947992] Predicted: 3.7815512647701315 Movie Vector: [2.3679985840769087, -0.4561964214160566] User Vector: [2.1146826940476733, 0.09859134715743616] Predicted: 4.962588605521022 Movie Vector: [0.05734727390698885, -0.5269711318460456] User Vector: [1.9787058362408518, -0.3482419346354805] Predicted: 0.29698683202337733 Movie Vector: [1.6107435826707177, -1.4882739848378466] User Vector: [1.8767610896252884, -0.23712905156283312] Predicted: 3.375893879810274 Movie Vector: [1.9187348239368194, -0.21428230993573688] User Vector: [0.9150647996222221, -0.8312827383498893] Predicted: 1.9338958825772443 Movie Vector: [1.4955314276055771, -0.674839828607293] User Vector: [1.1557975764584358, 0.4620490272207858] Predicted: 1.4167225132061092 Movie Vector: [2.312259368528013, -0.6075210166973651] User Vector: [2.2357587388365996, 0.633798262477352] Predicted: 4.784608324842038 Movie Vector: [1.770859716742163, -0.8699736041848761] User Vector: [2.051523658241308, -0.5325509466792127] Predicted: 4.096265870817631 Movie Vector: [1.9852394014308608, -0.3398863173201435] User Vector: [1.8654880143671364, -0.9082871208119597] Predicted: 4.012154673580752 Movie Vector: [2.1360199964820197, -0.43850209515254124] User Vector: [1.8623073577733147, 0.2311130524648426] Predicted: 3.8765821980764623 Movie Vector: [-1.8035968552280766, -0.15801707538844917] User Vector: [1.8812594469361423, -0.45283506414198804] Predicted: -3.321477949893079 Movie Vector: [1.4506625811041265, -0.9067044289471228] User Vector: [1.939799747886405, -0.23258869449112843] Predicted: 3.0248841085121616 Movie Vector: [1.6733814827856104, -0.4704408688296236] User Vector: [0.265479290104421, -1.1182417618974434] Predicted: 0.9703147541524095 Movie Vector: [1.1391683927295138, -1.1038212135923577] User Vector: [2.2111486185387523, -0.5742466729837674] Predicted: 3.152736277341191 Movie Vector: [0.9544597857008026, 0.46185238433419146] User Vector: [1.7966642181096013, -1.0743999657973027] Predicted: 1.218629558661132 Movie Vector: [0.5534775807398967, -0.49114524968441475] User Vector: [1.669811663839087, -0.7085432941641976] Predicted: 1.272200993117412 Movie Vector: [1.5472340380492304, -1.0855858563226488] User Vector: [2.0143735881740827, 0.03591723107241236] Predicted: 3.0777161429198205 Movie Vector: [1.7950355652054177, -0.2936945329350876] User Vector: [1.0288638800265095, -0.33978186862920173] Predicted: 1.9466393336096894 Movie Vector: [2.316160352728898, 0.04630126827536121] User Vector: [1.5063663194339454, -0.3516321126629905] Predicted: 3.4727049329764177 Movie Vector: [1.8705960215473287, -0.9459644443707276] User Vector: [1.6541647934182633, -0.050353416924065614] Predicted: 3.1419066236146036 Movie Vector: [1.8851382700547645, 0.6486828751728699] User Vector: [2.1471827192351367, -0.1682395352790197] Predicted: 3.9386022113678685 Movie Vector: [0.06376727574039742, 0.26323014322221117] User Vector: [0.14919116228844226, 0.3327745551284456] Predicted: 0.09710980779084581 Movie Vector: [1.0540911043769954, 0.6162350670722774] User Vector: [-0.1290982753254954, -0.5663859362237857] Predicted: -0.48510821900867607 Movie Vector: [1.6978242775073595, 0.6633596042537834] User Vector: [1.554674828029331, -1.4869907332122536] Predicted: 1.6531550823450538 Movie Vector: [1.604615219127044, -0.6928919487716332] User Vector: [1.5696477255142247, -0.08826467107627314] Predicted: 2.579838508978 Movie Vector: [-0.44874210553459387, 0.14510211110191734] User Vector: [0.2151133033582625, 0.18773284458711206] Predicted: -0.06928996460473043 Movie Vector: [2.0996413617318193, -0.7050671700975261] User Vector: [2.3361112371157757, -0.6910017327920498] Predicted: 5.392198415326949 Movie Vector: [2.0875502554313474, 0.2722303870653653] User Vector: [1.4683788184668678, 0.08408811565384315] Predicted: 3.088205917832533 Movie Vector: [2.3369073294607543, -0.24767192531735363] User Vector: [1.6636465386558554, -1.1870660058151234] Predicted: 4.1817907129558956 Movie Vector: [0.9832017503322341, 0.7485188506359951] User Vector: [0.32621552740974935, -0.10022397298735591] Predicted: 0.2457161444681498 Movie Vector: [1.9658450854807534, -1.0138717518158467] User Vector: [1.7110613500829066, -0.5329881010080236] Predicted: 3.9040631256825513 Movie Vector: [1.0614504183915459, -0.044518976325116436] User Vector: [1.1545255065783226, -0.029980401355975083] Predicted: 1.2268062787794562 Movie Vector: [1.4322312854184922, -2.047950297305841] User Vector: [1.6188955370572997, -0.008132218533451857] Predicted: 2.3352872153611757 Movie Vector: [2.104451951990015, 0.2825188212065096] User Vector: [1.5636216742881413, 0.23283499400609523] Predicted: 3.356346952671801 Movie Vector: [1.5694034787412083, -0.18502573168373293] User Vector: [2.0659665041926623, -0.14440221695981226] Predicted: 3.2690531444925197 Movie Vector: [2.151714203473679, -0.7006486272845537] User Vector: [1.3129936190672742, -0.5709005237698005] Predicted: 3.2251876875127063 Movie Vector: [2.025096506696759, 0.1095063241117605] User Vector: [1.8523983921315141, -1.3191848080739579] Predicted: 3.6068264337599647 Movie Vector: [0.468630321172362, 1.2538148027292493] User Vector: [2.494275777197686, -0.5936870156967897] Predicted: 0.4245196900918071 Movie Vector: [2.5834932767570793, 0.793366382418482] User Vector: [1.9205455051064089, -0.9082368324738758] Predicted: 4.241151829989416 Movie Vector: [1.021354868701918, -0.40589353676465556] User Vector: [0.24228963733183156, -0.16563891357665309] Predicted: 0.314695465182371 Movie Vector: [1.5357814113251926, -0.9169104708951646] User Vector: [1.1275947149049088, 0.01218474734903362] Predicted: 1.720566680229948 Movie Vector: [2.186314941712144, 0.2697214335409846] User Vector: [1.787273927632761, -1.0789438220302137] Predicted: 3.6165294185278767 Movie Vector: [-0.2043385355344834, 1.367891476235473] User Vector: [2.1186692498596287, 0.09782333466476892] Predicted: -0.29911406613339153 Movie Vector: [1.6312923151336192, -0.8023932499587132] User Vector: [1.2705981028571554, -0.6869025132220132] Predicted: 2.6238828608032527 Movie Vector: [1.8135227635220204, -0.5509138616628321] User Vector: [1.6547358714766731, -0.09820285850249708] Predicted: 3.055002486543334 Movie Vector: [1.7920058951307223, 0.45492785722920254] User Vector: [1.558771650578759, 0.0011703245708625173] Predicted: 2.7938604002490677 Movie Vector: [1.9060248209489665, 0.17800035744184045] User Vector: [1.64150351000624, -1.1230272346765982] Predicted: 2.928847184557388 Movie Vector: [1.9422380704200175, 0.12641642826534794] User Vector: [1.5892018710699105, 0.6860749076896742] Predicted: 3.173339514927311 Movie Vector: [2.2823348879781493, -0.9414339617549882] User Vector: [1.7362395932949328, -0.2715109872856978] Predicted: 4.218289862086401 Movie Vector: [1.8339319887907521, 0.12258145471287564] User Vector: [1.7109361982608993, -0.29617783290295746] Predicted: 3.101434715159748 Movie Vector: [1.4819409679289748, -0.735176972239127] User Vector: [1.7389853563323951, -0.0717759853405042] Predicted: 2.6298416937596545 Movie Vector: [-0.03425296378424175, 0.23607985746510404] User Vector: [0.9377535512030558, -0.579218723928829] Predicted: -0.16886271221413976 Movie Vector: [1.2638432124974641, -0.14626330240119828] User Vector: [2.1088969918948988, -1.1793079901542494] Predicted: 2.837804630250768 Movie Vector: [1.7653108776210478, 1.5944764894839447] User Vector: [2.1955467053036033, -0.3834756852112061] Predicted: 3.26437951683949 Movie Vector: [1.934667409959896, 0.1647379862699854] User Vector: [0.473080349409374, 0.7726613881579831] Predicted: 1.042539815448474 Movie Vector: [2.1554792650730583, 0.6296011273775027] User Vector: [1.1779000272806874, 1.2467248582994797] Predicted: 3.3238784614474213 Movie Vector: [2.149172368272785, -0.6149358138937235] User Vector: [2.1913242397167223, -1.0113650630305502] Predicted: 5.331458104103915 Movie Vector: [0.034854833103881044, 0.16685003637537482] User Vector: [2.2949367917435746, -0.018308514258892766] Predicted: 0.07693486259010317 Movie Vector: [1.7323383042498348, -0.3575590882294384] User Vector: [1.8589327348487155, -0.770798361798896] Predicted: 3.4959063410558895 Movie Vector: [1.5010821063418682, -0.0586069155711431] User Vector: [1.7960301590435632, -0.8992946093724308] Predicted: 2.748693617435707
avg loss: 11.820135057650598: 54%|████████████████████████▏ | 37681/70000 [01:00<00:47, 683.66it/s]
Movie Vector: [1.8591097195628947, -0.7354793306126355] User Vector: [1.9293635539698444, -0.49415839990901766] Predicted: 3.9503418249374427 Movie Vector: [1.812704601107671, 0.2815592378920539] User Vector: [2.027760561797146, 0.22789941469827038] Predicted: 3.7398980858328525 Movie Vector: [2.233320597180684, -0.6298987693828219] User Vector: [0.22302875556383886, -2.2694309761227824] Predicted: 1.9276064926232943 Movie Vector: [1.4326531212274713, -0.7331426343711112] User Vector: [1.8458892325398564, -1.0011085040261598] Predicted: 3.378474296371468 Movie Vector: [2.2225333370562503, -0.21930805013530638] User Vector: [1.6875459372103603, -0.2822667217997478] Predicted: 3.812530467639847 Movie Vector: [0.6313716433274582, -0.23109791286370282] User Vector: [1.9745448144614939, -0.3643682189859718] Predicted: 1.330876339251787 Movie Vector: [0.8192355383191637, 0.8451218923243973] User Vector: [1.375283149844345, 0.5080109836174106] Predicted: 1.5560120354003315 Movie Vector: [1.9680450798224616, -0.48688697927471436] User Vector: [1.819148600345778, -1.1064372673106524] Predicted: 4.118876351214279 Movie Vector: [1.5298640874095306, -0.03798055930056292] User Vector: [1.9233837190933634, -0.6423428499742023] Predicted: 2.9669122188538553 Movie Vector: [2.2777635142486665, -0.06782504721931491] User Vector: [2.0199595716718672, -0.6038208169037912] Predicted: 4.641944388030049 Movie Vector: [2.1351033421830685, 0.6617260519798177] User Vector: [1.9907385896199787, -0.5993338314728756] Predicted: 3.8538378059919416 Movie Vector: [1.7058324446080173, -0.09674783228207431] User Vector: [1.7639290838346329, -0.8317912781819434] Predicted: 3.089441464268051 Movie Vector: [1.5185655375023734, 0.8527080454483458] User Vector: [1.7318557240723147, -0.12163040882550544] Predicted: 2.5262211903257565 Movie Vector: [0.4441568594636135, 0.2555457383582437] User Vector: [1.8925098691909192, -0.9168463114476293] Predicted: 0.606275072383816 Movie Vector: [2.1885167418047837, -0.5455681153314498] User Vector: [1.6188855333074574, 0.5767186670416884] Predicted: 3.228318776454537 Movie Vector: [2.469902668097594, 0.10506597632083302] User Vector: [1.6823990537693447, -0.9409041386499603] Predicted: 4.056504899758202 Movie Vector: [2.0548154658086464, 0.8847457873391162] User Vector: [1.8637876144942376, -0.11816466590260788] Predicted: 3.725193924875696 Movie Vector: [1.6416893101056433, -1.449016914859626] User Vector: [1.571959880439852, 0.25910532700359995] Predicted: 2.2052217300745998 Movie Vector: [2.1341609083174564, 0.17857145170839694] User Vector: [2.034433608075055, -0.5120996703237858] Predicted: 4.25036229537191 Movie Vector: [1.8075270590515804, -0.3107611951026172] User Vector: [1.6530935175880412, -0.41786135793194856] Predicted: 3.1178663591612787 Movie Vector: [1.3793731410772319, -0.47719900463602855] User Vector: [1.2484800666801363, -0.40010291817228993] Predicted: 1.9130485854526786 Movie Vector: [1.0482199608383471, 0.2180938228680314] User Vector: [1.6603710039833108, -0.5691532270628864] Predicted: 1.6163052256846915 Movie Vector: [1.0532099201501786, -1.6387635617058067] User Vector: [1.6169073798339808, 0.12897017944678785] Predicted: 1.4915912617811262 Movie Vector: [2.419885951273244, 0.16830502668083416] User Vector: [1.8891980242910993, -0.10722365762404376] Predicted: 4.553597477597968 Movie Vector: [2.124086188428074, -0.6858373993175049] User Vector: [1.7113805118711094, 0.2981131741134446] Predicted: 3.43066254437414 Movie Vector: [1.6694672456597257, -0.7398495435260782] User Vector: [1.6150588328267, -0.26951778609576477] Predicted: 2.895690432232713 Movie Vector: [2.6036612877783227, -0.46989379184788505] User Vector: [1.7634994247733833, -0.1745860415521507] Predicted: 4.673592080370451 Movie Vector: [1.5438523489050275, -0.10122492425062797] User Vector: [1.6334414814687794, -0.1435389417224177] Predicted: 2.53632218646735 Movie Vector: [2.219411937249961, -0.05038217490389504] User Vector: [2.01717789116633, -0.5288984850475368] Predicted: 4.5035957471913255 Movie Vector: [2.3543123846142247, 0.08914788168103387] User Vector: [1.7444019837699842, -0.16372563960980643] Predicted: 4.092271400187209 Movie Vector: [0.3051197571432042, 1.1013046774343815] User Vector: [1.8725056976007994, 0.010677431778899753] Predicted: 0.5830975892623109 Movie Vector: [1.5816489467743544, -1.0305679208632574] User Vector: [1.6188351832400476, -0.23851170661262724] Predicted: 2.806231476158213 Movie Vector: [1.4129644528087288, -0.01908323772443231] User Vector: [1.7974155036107253, 0.13604623263672322] Predicted: 2.537088010930334 Movie Vector: [1.7223860013418364, -0.27526968386780604] User Vector: [1.191805505392897, -0.3804961537449841] Predicted: 2.1574881747651564 Movie Vector: [2.3899168401330795, 0.14979911879172342] User Vector: [1.9393370286884524, 0.08856513415720838] Predicted: 4.648121202608602 Movie Vector: [1.0621166418960784, -0.5732499037042003] User Vector: [1.9827287243773304, -0.22482874781191636] Predicted: 2.234772232559662 Movie Vector: [2.5276171076056513, 0.5519628203475335] User Vector: [1.8135670660078587, -0.25302875435179323] Predicted: 4.444340676950612 Movie Vector: [1.602214386399881, -0.10924510437424545] User Vector: [1.9548208907780609, -0.48668941613031264] Predicted: 3.185210590102636 Movie Vector: [1.515205206441252, -0.7630437355643356] User Vector: [2.3020594023927106, -0.7407594673027464] Predicted: 4.0533242631278075 Movie Vector: [2.1146429568924363, -0.9037876932078196] User Vector: [1.7052454778895678, 0.08179165249421888] Predicted: 3.532063050660446 Movie Vector: [1.4495425060261364, -1.0873277424107561] User Vector: [1.6241472396142855, -0.04699002951014919] Predicted: 2.4053640225690085 Movie Vector: [1.0567134459068692, -0.9679227258367654] User Vector: [1.0963267666240508, -1.0664570556184714] Predicted: 2.1907512556613185 Movie Vector: [2.586605413653727, -1.0864011142855117] User Vector: [2.0916186994109003, 0.8082802681116847] Predicted: 4.532075667264075 Movie Vector: [1.4801170683523848, -0.4882956302008033] User Vector: [1.8413879821656818, -0.35804785581216436] Predicted: 2.9003029852582296 Movie Vector: [1.5779349247647714, -0.10421993627008683] User Vector: [1.8706361059272365, 0.24980185026530397] Predicted: 2.925707710153759 Movie Vector: [3.0669338214885014, -0.289792004829969] User Vector: [1.2992225889458175, -0.7903858105440977] Predicted: 4.213677188306515 Movie Vector: [1.415246163421403, -0.26690523862872795] User Vector: [1.5280778454719854, -0.5408055026353331] Predicted: 2.3069501299460837 Movie Vector: [-0.39053916931152344, 0.1840686798095703] User Vector: [1.750860899710866, 0.18479811878490726] Predicted: -0.6497642155970781 Movie Vector: [2.5414963085377784, 0.1982126697953546] User Vector: [1.9831006785583543, -0.3886266795859617] Predicted: 4.963012322300384 Movie Vector: [1.3114348255310453, -0.4757522030365917] User Vector: [1.8777557577404613, -0.5743921049148945] Predicted: 2.735822603862364 Movie Vector: [2.1499604174497633, -0.3002351217504883] User Vector: [1.8533002803580731, 0.8688721872343413] Predicted: 3.723656297498491 Movie Vector: [2.425567345274943, 0.08246005162919302] User Vector: [1.9692623541151826, 0.2602187786555862] Predicted: 4.798036114343873 Movie Vector: [1.9981706781654374, 0.20939537762609065] User Vector: [1.8466494480064837, -0.14211625536077427] Predicted: 3.6601622928988706 Movie Vector: [2.1604385336889496, -0.82532140270922] User Vector: [1.6680865993339573, -0.02826961083415487] Predicted: 3.627130081598929 Movie Vector: [2.0860479715364626, -0.8395857513024011] User Vector: [1.8893059221457285, -0.8142293589613512] Predicted: 4.6247981545799615 Movie Vector: [1.5406916712170395, -0.045100774499846924] User Vector: [2.1512824964222053, 0.19451435244226195] Predicted: 3.30569027672621 Movie Vector: [1.8849673036944323, -1.2979291991427466] User Vector: [1.7620671106430712, -0.6110121914608164] Predicted: 4.114489454806701 Movie Vector: [1.8805906927884524, 0.6345986455898017] User Vector: [1.4190011336681052, -0.9604166046235492] Predicted: 2.0590812485364407 Movie Vector: [2.287808553438267, 0.17580123486189358] User Vector: [1.675131310366727, -0.7562267029871673] Predicted: 3.6994341517685676 Movie Vector: [2.1556692653285907, -0.28578823970581163] User Vector: [0.8347871515976115, -0.021326210763144397] Predicted: 1.8056197860237644 Movie Vector: [2.0107859360760107, -0.41987949386500867] User Vector: [2.08212072819002, -1.2196337606686383] Predicted: 4.69879828358706 Movie Vector: [2.258311057211443, -0.18380256161316486] User Vector: [2.10507778496437, -0.21491604942817816] Predicted: 4.793422558491891 Movie Vector: [2.0035552166120767, 0.0512699407693229] User Vector: [0.9328691189157141, -0.5455540143446591] Predicted: 1.8410842676179737 Movie Vector: [2.00356918622532, -0.5184008358149026] User Vector: [0.756318648272972, 0.6899460335592233] Predicted: 1.1576681381830345 Movie Vector: [1.8771094932096555, -0.672521114456025] User Vector: [1.4517394411810087, 0.38279107057627304] Predicted: 2.4676388093199817 Movie Vector: [1.481579086629469, -0.09226263771552459] User Vector: [1.695190801701119, -0.44671910944087406] Predicted: 2.552774723001966 Movie Vector: [0.5289924880637467, -0.7807377895031159] User Vector: [-0.2728775048977746, -0.42801497099067237] Predicted: 0.18981731207299682 Movie Vector: [2.2341143078865335, -0.09633300767600693] User Vector: [1.9310217394795361, 0.2626170378265563] Predicted: 4.288824607890378 Movie Vector: [1.5544616085178304, 0.23378305566141172] User Vector: [-0.6369843190116302, 0.11969874394235369] Predicted: -0.9621841310137773 Movie Vector: [0.9756663792914734, -1.4981757984692425] User Vector: [2.428203693847295, 0.06398122048453561] Predicted: 2.2732615900717157 Movie Vector: [1.005533952326709, -0.934514053534266] User Vector: [1.6245699894256143, -0.3365407145427115] Predicted: 1.9480623096251255 Movie Vector: [2.6151770008465984, -0.06581577562230059] User Vector: [2.232582082011594, -0.8016143499607148] Predicted: 5.891356183571565 Movie Vector: [1.305379061089481, 0.419031834825002] User Vector: [2.084554006377747, -0.20700881745948763] Predicted: 2.6343898670306967 Movie Vector: [2.0586137880481608, 0.6847540767472872] User Vector: [1.6589269934791848, -0.5625637388061673] Predicted: 3.0298721685638124 Movie Vector: [0.9108583711849882, -0.2291697000024181] User Vector: [2.2539836531361876, -0.3306938547600047] Predicted: 2.128844890461211 Movie Vector: [0.08478224314909144, 0.2703995314747423] User Vector: [1.7040141983746109, -1.012628501682271] Predicted: -0.129344126316756 Movie Vector: [2.5626518389160333, 0.8032224162581509] User Vector: [1.1056616272719013, -1.5499021990424813] Predicted: 1.5885096130685084 Movie Vector: [1.9532864954265166, -0.661776651815369] User Vector: [1.8183150222600128, -0.5301829411117339] Predicted: 3.902552869030197 Movie Vector: [2.116487420263979, -0.5998506823080166] User Vector: [0.3601727720085752, 0.6535771398212633] Predicted: 0.3702524478150488 Movie Vector: [2.089530939458776, -0.35118033720201725] User Vector: [0.809951690628536, 0.4068046223341588] Predicted: 1.5495573325886196 Movie Vector: [1.3282649320607032, -1.1657320003670257] User Vector: [1.1613527456075285, -0.3874451454823771] Predicted: 1.9942413302185598 Movie Vector: [1.0914155984145162, -0.5465077381438912] User Vector: [1.6310851877164732, -0.4917409180835691] Predicted: 2.0489320331112797 Movie Vector: [2.095662339517128, -1.0089386190595326] User Vector: [1.6410031305302226, 0.0914779022877216] Predicted: 3.346692871273261 Movie Vector: [1.9858717499160385, -0.2543810843297568] User Vector: [1.0550001907717188, -1.0586048032176625] Predicted: 2.3643841127287852 Movie Vector: [2.1109976367902834, -0.3799344880263509] User Vector: [1.7447401206982083, -0.8266261713568941] Predicted: 3.9972060628107755 Movie Vector: [0.7288833896543114, -0.020085015949931062] User Vector: [1.7452844110611347, 0.4482352140616764] Predicted: 1.263106006021319 Movie Vector: [1.508397970404457, 0.16286564160179406] User Vector: [1.739992935645779, -0.8769030239263658] Predicted: 2.4817844390318653 Movie Vector: [1.66129852522015, -0.5829950678850802] User Vector: [2.0890974114402403, -0.06136816587227789] Predicted: 3.5063917866955956 Movie Vector: [1.9863075222708961, -0.7601700157487236] User Vector: [1.5140035215351624, 0.15262077235051086] Predicted: 2.8912588486486492 Movie Vector: [-0.36220048615683054, 0.28472237258240374] User Vector: [0.6420257452639277, -0.3950090056036418] Predicted: -0.345009938326681 Movie Vector: [2.234047159704435, -0.6372919124478109] User Vector: [1.6386033632801882, -0.4046970191984115] Predicted: 3.918627326945123 Movie Vector: [-0.6790414708734982, 1.1794987332434541] User Vector: [1.6721930990203966, -1.0198008807910939] Predicted: -2.3383423085969772 Movie Vector: [2.003812685696184, -0.29157056091585953] User Vector: [1.704336913623478, -0.042117799417882865] Predicted: 3.4274522386198205 Movie Vector: [2.1884276028270304, -0.8257957426460433] User Vector: [1.2755039745571561, -0.3801358586951059] Predicted: 3.105262679173983 Movie Vector: [1.6525806103292022, -1.1295924369682804] User Vector: [2.307497507621041, 0.054627072672954614] Predicted: 3.7516193113324063 Movie Vector: [2.0345393471530886, -0.14525024969520328] User Vector: [1.8085859599010856, -0.10955323471642106] Predicted: 3.6955519328248743 Movie Vector: [0.39188209778228444, -0.3232030179318188] User Vector: [1.4930740019978903, 0.6934744354617285] Predicted: 0.36097594164732905 Movie Vector: [0.8887552142450251, 0.6273915942319275] User Vector: [1.6718180789941726, 0.6919526028498526] Predicted: 1.919962281610073 Movie Vector: [2.472193762147179, -0.14941611678923714] User Vector: [0.5171111981453373, -0.15856113750811354] Predicted: 1.3020906678315034 Movie Vector: [1.5558113636146227, -0.604704800231076] User Vector: [1.5874329525676085, -0.3186051901596439] Predicted:
avg loss: 11.795622102440815: 54%|████████████████████████▎ | 37814/70000 [01:00<00:54, 595.67it/s]
2.662408314449069 Movie Vector: [1.729004569013322, -0.3979499350471002] User Vector: [1.2632700105225902, 0.6761151322681466] Predicted: 1.9151396471205957 Movie Vector: [2.3485002570752336, 0.29338779066303544] User Vector: [1.878897357825627, -0.7769513994941991] Predicted: 4.184642873321305 Movie Vector: [1.4833976061304126, -0.021802226715413233] User Vector: [1.6297586205804786, -0.3273574622009412] Predicted: 2.4247171579473723 Movie Vector: [2.2396943805267826, -0.5752601725322024] User Vector: [2.0342473419775753, -0.170949966029151] Predicted: 4.654433047381023 Movie Vector: [1.9716103769972837, -1.5069103917095177] User Vector: [1.9063659963651824, 0.12281216608089415] Predicted: 3.5735440514927053 Movie Vector: [1.9255859156754918, -0.7662911233717479] User Vector: [2.301089991871478, 0.011146845980698514] Predicted: 4.422404749920949 Movie Vector: [1.2471607432247758, -0.5997167598016335] User Vector: [2.1773002373329127, -0.7160023770869285] Predicted: 3.144842007812436 Movie Vector: [2.4313134777723575, -0.5215238095430031] User Vector: [1.6561597068653884, -0.5634842178204081] Predicted: 4.320513852540395 Movie Vector: [2.4790338759615618, 0.8312301190015543] User Vector: [1.911468983896041, 0.6847833775743588] Predicted: 5.307808932359531 Movie Vector: [1.8304921329405028, 0.4987341503938707] User Vector: [1.88381377939325, 0.03945397533767561] Predicted: 3.4679833479739566 Movie Vector: [2.2213941747634505, -0.563832650415209] User Vector: [1.837918974707588, -1.1686411080876054] Predicted: 4.7416605174598505 Movie Vector: [1.3280766079290645, -0.46075990147975715] User Vector: [2.0397017242177404, -0.27397956583980626] Predicted: 2.8351189448499765 Movie Vector: [2.08872355577274, -0.1866419040074397] User Vector: [-1.3880608444725133, -0.461294969778152] Predicted: -2.8131784112270917 Movie Vector: [1.5893182380252608, -1.0023875967403537] User Vector: [1.8953395378909978, -0.4904372791792032] Predicted: 3.503905940448852 Movie Vector: [0.45025607692768255, -0.7173583888310775] User Vector: [1.543415132286025, -0.6933523913544245] Predicted: 1.1923141968881104 Movie Vector: [1.6908547603634818, -0.340358117441318] User Vector: [1.6287653149985069, -0.008119462187997197] Predicted: 2.7567691112450943 Movie Vector: [2.088422827799357, -0.16645797350797448] User Vector: [1.8482534583844332, -0.4611316251323575] Predicted: 3.9366937498891303 Movie Vector: [1.7064447200701716, -0.16821796502911723] User Vector: [1.698021222187226, -0.3062838179288496] Predicted: 2.9491017897418312 Movie Vector: [1.8394526961931583, -1.1650017378334019] User Vector: [1.9733393312119865, 0.2858647906638058] Predicted: 3.2968313753931766 Movie Vector: [2.2063996146452736, -0.24965126943357077] User Vector: [0.6892277240808059, 0.7394172730721807] Predicted: 1.3361153239511498 Movie Vector: [2.3200359049908195, -0.12773998671289616] User Vector: [1.656225140694555, -0.06881833192245702] Predicted: 3.8512926459652173 Movie Vector: [0.296192225311626, 0.6693299436275428] User Vector: [1.7761520444505012, -0.07542144571882044] Predicted: 0.4756005945263021 Movie Vector: [1.533034469386898, -0.13484164419678943] User Vector: [2.147160288836847, -0.7203654295357601] Predicted: 3.3888059930267427 Movie Vector: [2.0778635729728467, 0.883284530776638] User Vector: [1.664648005225981, -0.883380666807665] Predicted: 2.6786349741026174 Movie Vector: [2.1244194896132136, -0.2945510122193578] User Vector: [1.76693787725159, 0.28862117248979685] Predicted: 3.6687036048642705 Movie Vector: [0.9414814124088956, -0.21584838426791556] User Vector: [1.727714660514869, 0.5117357718957313] Predicted: 1.5161538992853063 Movie Vector: [1.6338367090410366, -0.5660060248833605] User Vector: [0.008681554339809328, 0.2935979265966969] Predicted: -0.15199395317507808 Movie Vector: [0.5730475388932329, -0.9038732710901547] User Vector: [1.4469379936609412, 0.4263116887848285] Predicted: 0.44383251555260367 Movie Vector: [2.242760491422901, -0.5774184266764415] User Vector: [1.538154762429611, 0.7219765143866482] Predicted: 3.0328301878366304 Movie Vector: [1.014404536727879, 0.9280642744768399] User Vector: [-0.2635531461351264, -0.7026490003686695] Predicted: -0.919452941847404 Movie Vector: [1.8598227975415234, -0.02528805134766167] User Vector: [2.3276160531310253, 0.4819844539056137] Predicted: 4.316764951917563 Movie Vector: [-0.18978268172693658, 0.354218848290714] User Vector: [1.91716129986551, -0.6231638815040159] Predicted: -0.5845804051942995 Movie Vector: [1.2542496686564726, -1.131849834771765] User Vector: [-0.40967208773191577, 0.026588439459614227] Predicted: -0.5439252011047642 Movie Vector: [0.8750032286727655, -1.5763518662955922] User Vector: [1.6374837072999593, -0.4603835230382637] Predicted: 2.158529956539621 Movie Vector: [1.8352196478355662, -0.3685397634788125] User Vector: [1.7616031728746373, 0.2133209354052556] Predicted: 3.154311507469676 Movie Vector: [1.7867448559221342, -0.18270225525327824] User Vector: [0.7797744400085206, -0.008224004498464305] Predicted: 1.3947605136338694 Movie Vector: [1.7337690210795529, 1.1663229656039875] User Vector: [-1.4131901081049711, -0.3806852279922871] Predicted: -2.8941471544020576 Movie Vector: [1.6527975326918143, -0.8140192613268186] User Vector: [2.1021745055154994, -1.0239276426258128] Predicted: 4.307965659306027 Movie Vector: [1.9687738676698334, -0.29508989615910963] User Vector: [1.8670084654111683, -0.5254895359711482] Predicted: 3.8307841300222907 Movie Vector: [1.0665888496516074, -0.7877290227643557] User Vector: [1.2095384364972424, -0.6169798207328671] Predicted: 1.7760931208442263 Movie Vector: [2.033188451176065, -0.8727644368665141] User Vector: [1.3636170278150384, -0.41338502085971524] Predicted: 3.1332781377202488 Movie Vector: [2.0187388975004685, 0.27887935388616675] User Vector: [1.8405704345683345, -0.16008414592814937] Predicted: 3.670986966668577 Movie Vector: [2.2005366618823303, -0.28693446189366806] User Vector: [-0.25000851254188644, 0.2657965002615719] Predicted: -0.6264190734068639 Movie Vector: [0.43032210037901514, 1.8559370566256956] User Vector: [1.8845245966535722, -1.4930565906579572] Predicted: -1.9600664715934437 Movie Vector: [0.705705847291672, -2.482764206127508] User Vector: [1.9646818306646467, -0.6247509380587312] Predicted: 2.9375967227245496 Movie Vector: [2.0896085585931057, -0.3285295391010921] User Vector: [2.2871324762511542, 1.1713939796081685] Predicted: 4.394374072784189 Movie Vector: [1.996215614724131, -1.0144822878095785] User Vector: [1.8250013634218405, -1.074289461457218] Predicted: 4.732943849184345 Movie Vector: [1.3187995072806578, -0.6511600843934712] User Vector: [-0.6942691251946183, -0.777197537413747] Predicted: -0.4095217661741024 Movie Vector: [2.9144726339683618, 0.09277386628520704] User Vector: [1.4626697099924668, 0.06681133533424288] Predicted: 4.2691091881981205 Movie Vector: [1.4824741710442244, -0.8209106739577021] User Vector: [1.8698312703722335, -0.7454538573274129] Predicted: 3.3839275909606608 Movie Vector: [1.6391960709030382, 0.5095703609030106] User Vector: [1.5306967490812668, -1.2496629745960148] Predicted: 1.8723208838660454 Movie Vector: [1.32369626774777, -0.2172068109321079] User Vector: [2.2583110065670287, -0.7301419517416731] Predicted: 3.147909655672039 Movie Vector: [1.0424992622174327, 0.5754291574794571] User Vector: [1.6680875357538312, -1.100045606624845] Predicted: 1.1059817087283514 Movie Vector: [1.021161722294712, -0.7965828794975559] User Vector: [1.988546582424206, -0.2378275797755445] Predicted: 2.2200770312931035 Movie Vector: [1.9906817467982814, 0.5823244289666194] User Vector: [1.8420902232419607, -0.5595084199986564] Predicted: 3.3411999621856094 Movie Vector: [2.544797071531277, 0.1975658218687047] User Vector: [2.030307783626517, 0.1374780297404017] Predicted: 5.193882262014471 Movie Vector: [1.1760452041404676, -1.50329855243712] User Vector: [1.9146335966347774, -0.3822118319201117] Predicted: 2.8262741526583883 Movie Vector: [1.835205746221535, -0.7015167292840487] User Vector: [0.8810960172987118, 0.6316775540371454] Predicted: 1.1738601022492188 Movie Vector: [0.9249674996720584, -1.048192139563999] User Vector: [1.6620860251315468, -0.014487496654265955] Predicted: 1.552561235020758 Movie Vector: [1.9801275806567535, 0.949735058174295] User Vector: [2.0301366605878446, -0.1536623361309396] Predicted: 3.873991086387874 Movie Vector: [1.4557543170047877, -0.3230605332423549] User Vector: [1.681928588267307, 0.26814288761605465] Predicted: 2.3618484190055127 Movie Vector: [1.335838422700239, -0.7286375110766173] User Vector: [1.640223022979958, -0.071961231864798] Predicted: 2.2435065887741383 Movie Vector: [2.732389769484704, 0.5652859758858677] User Vector: [1.8275656092494055, -0.37079918126226963] Predicted: 4.784013996737633 Movie Vector: [1.8780688738554148, -1.3920363950464496] User Vector: [1.7951321053450524, -0.3972122195631514] Predicted: 3.9243155976961708 Movie Vector: [0.9616591368582624, 0.9018643143480141] User Vector: [0.1761251797734022, 1.1377291600896686] Predicted: 1.1954497172379073 Movie Vector: [2.332899295200283, -0.4880398173536149] User Vector: [1.5396269536131877, -0.7895327642095961] Predicted: 3.9771180609951107 Movie Vector: [1.5360402852403052, -1.4494106093403507] User Vector: [2.048866569783469, 0.23134090782742336] Predicted: 2.81183362409003 Movie Vector: [2.1519401612898807, -0.2966053436745074] User Vector: [1.9548631262291973, 0.21691600549952547] Predicted: 4.142410024797611 Movie Vector: [0.2126274083931846, -0.5204884568208732] User Vector: [2.281415847248034, -0.7660679973866958] Predicted: 0.8838210888471489 Movie Vector: [0.15148607843259573, -0.3744326315786384] User Vector: [0.39844797920304204, -0.9515707350180559] Predicted: 0.4166584562748911 Movie Vector: [1.7579208629402987, -0.27175994636962786] User Vector: [1.5740378784604618, -0.439001604611162] Predicted: 2.886337078129242 Movie Vector: [2.9625799672964104, 0.0949712968856076] User Vector: [0.9967315868197629, -0.722156525675885] Predicted: 2.8843128900859494 Movie Vector: [1.8731482822008376, -0.32734862534934167] User Vector: [1.69731430291582, -1.2859264773967378] Predicted: 3.600267635537824 Movie Vector: [1.1901180274222516, -1.3180471575752633] User Vector: [1.8271477765790578, 0.6351288781912446] Predicted: 1.3373916950772853 Movie Vector: [1.5508907683770052, -0.05030971827373283] User Vector: [2.063349378325061, -0.6458176514707805] Predicted: 3.232520406882469 Movie Vector: [-0.10297884369014637, 0.2144198100568569] User Vector: [1.6405278647995754, -1.1443031697298849] Predicted: -0.41430093085946623 Movie Vector: [1.9464105190227168, -0.3947534281205301] User Vector: [1.7934052915923466, -0.5144575158514971] Predicted: 3.693786792431097 Movie Vector: [1.450169579363063, -0.8080316602949801] User Vector: [1.5722154731063933, -0.5491295414780089] Predicted: 2.723693106420294 Movie Vector: [1.8746361306177821, 0.07487690167936009] User Vector: [1.6051910993712588, -0.1970972557481741] Predicted: 2.994391199587513 Movie Vector: [1.7857534886799837, 0.3899206793065906] User Vector: [1.647272379773847, -0.011844814521006122] Predicted: 2.9370038608630353 Movie Vector: [0.8585462567274014, -1.264596522054746] User Vector: [0.5733225006661236, 0.009721991044308704] Predicted: 0.4799294907824133 Movie Vector: [1.7057421059856337, -0.8950010423797756] User Vector: [1.06161751591193, 0.27949008762014504] Predicted: 1.560701777588008 Movie Vector: [1.6136929455359335, -0.5815966328027768] User Vector: [1.5649731615846514, -0.945899260995098] Predicted: 3.0755179759676023 Movie Vector: [1.0518660708374268, 0.7926590158489509] User Vector: [1.5548966060488691, 0.9902197494983047] Predicted: 2.4204495956745955 Movie Vector: [1.4122241019401447, 0.26051158000759805] User Vector: [1.2623504322638646, 0.4139683853686259] Predicted: 1.8905652636831647 Movie Vector: [1.8130993092636838, -0.12781255382149997] User Vector: [1.7133361225196517, 0.2639159516883855] Predicted: 3.0727167684973744 Movie Vector: [1.5404679044563896, -0.8395702621615292] User Vector: [1.7667169968909016, -0.10223543345262957] Predicted: 2.8074046596340345 Movie Vector: [2.3964150486451574, 0.6942673665097593] User Vector: [1.8821562888465657, 0.25725750419200216] Predicted: 4.689033144444286 Movie Vector: [1.930566869438011, -0.2573415210263633] User Vector: [1.8572626036560798, -0.2671571433140404] Predicted: 3.6543202760781 Movie Vector: [1.5799270510916603, -0.609544931073783] User Vector: [1.1067944549623352, -0.10824765830977168] Predicted: 1.814636310816572 Movie Vector: [2.1788442476153924, -0.30632202402796643] User Vector: [0.7967060572640722, 1.5256123839126252] Predicted: 1.2685697365879167 Movie Vector: [2.379199863379317, 0.03461322983459258] User Vector: [0.5288929763706022, 1.4732075712647308] Predicted: 1.309334569381465 Movie Vector: [2.0712493918491925, -0.3032361030511414] User Vector: [1.9802390056244876, -0.5806332821317994] Predicted: 4.2776378098912105 Movie Vector: [1.6748409057046534, -0.505893344582335] User Vector: [0.001721631006141755, -1.8684514599492172] Predicted: 0.948120616297072 Movie Vector: [1.7728475630998357, -0.7052702150546715] User Vector: [2.0975283578011092, 0.2393455686928315] Predicted: 3.549794736956121 Movie Vector: [0.5439182767037491, -0.7497549721305518] User Vector: [2.231867409291694, -1.193539232738974] Predicted: 2.108815449272129 Movie Vector: [1.0249952224058663, -0.7133288904351855] User Vector: [1.6659835670632017, -0.3337615185373479] Predicted: 1.945706930534674 Movie Vector: [2.2500584312803262, 0.024989792735262] User Vector: [1.2437072161847795, -0.707799779494898] Predicted: 2.780726138033105 Movie Vector: [2.3981618266336695, -0.2913790046805065] User Vector: [2.0134622290779514, 0.3276445071820825] Predicted: 4.73313952675173 Movie Vector: [2.0109457688827486, -0.9484614372715396] User Vector: [1.5603012672254652, -1.096098610154771] Predicted: 4.177288494688171 Movie Vector: [1.1889165430408672, -1.127609599942111] User Vector: [0.5462856003093468, 0.6151401619123664] Predicted: -0.04414996444953534 Movie Vector: [1.9771820690162887, -1.141683677733127] User Vector: [1.6470095785691798, -0.8119970843704777] Predicted: 4.18348162383772 Movie Vector: [0.7372793156646793, -0.2739807422710433] User Vector: [-0.8416653238077321, -0.5101191906934386] Predicted: -0.4807795994427633 Movie Vector: [1.5542955175708453, -0.6350507541438438] User Vector: [1.5013106709661284, -0.38742037874667024] Predicted: 2.579512050057698 Movie Vector: [0.5664788642410512, -1.0280797713788066] User Vector: [1.4868861125832489, 0.1710099111114547] Predicted: 0.6664777259929762 Movie Vector: [0.7506225706814226, -0.11790017642778247] User Vector: [1.6790610954389054, 0.36524178167589905] Predicted: 1.2172790852911304 Movie Vector: [2.112443809591203, 0.24920962106805652] User Vector: [2.0025198598313376, 0.2595341029237376] Predicted: 4.294889076928015 Movie Vector: [1.842011486809001, -0.7449359812030412] User Vector: [1.3528703844676742, -0.354700577441639] Predicted: 2.756232011042938 Movie Vector: [0.9704884342952973, 0.9009926651674399] User Vector: [1.914778311976568, -0.562864861066225] Predicted: 1.351133094711573 Movie Vector: [1.5455364104808083, -0.5583666507498004] User Vector: [1.8805542719624018, -0.9025946937106768] Predicted: 3.410443875314893 Movie Vector: [1.99670457882763, -0.5548402867647625] User Vector: [1.4757263755691363, -0.36208969374538913] Predicted: 3.1474915607078544 Movie Vector: [2.2791626586177993, -1.0550705449175721] User Vector: [2.3666077626321265, -0.773265441881145] Predicted: 6.209733631317626 Movie Vector: [-0.5066167569028678, 1.630571381937586] User Vector: [0.21477996910202005, 0.7594380308892495] Predicted: 1.1295067881288792 Movie Vector: [1.8212022095098246, -0.30681777369072394] User Vector: [1.9541606839364483, -0.6018615210244271] Predicted: 3.743583567273117 Movie Vector: [1.160689291634516, -0.5650669935650965] User Vector: [1.7733078976245453, -0.28899356748554744] Predicted: 2.2215602138824364 Movie Vector: [1.8186913146866166, -0.019065707168268043] User Vector: [1.8759113838727475, 0.24945342706821294] Predicted: 3.406947734978514 Movie Vector: [0.33231887156979356, -0.5306845497239754] User Vector: [0.9506481439249436, -0.036686502613271756] Predicted: 0.3353872785693275 Movie Vector: [2.1863863713366625, -0.5986297545719174] User Vector: [1.6973715053464946, -0.15775961932167126] Predicted: 3.805549528580662 Movie Vector: [2.444778868451853, -0.08859879392446401] User Vector: [1.0459613213586545, 0.16835297076862746] Predicted: 2.5422282655119153 Movie Vector: [-0.6605434417724609, -0.3432178497314453] User Vector: [1.9763419653073309, -0.13383588006257507] Predicted: -1.2595248609114613 Movie Vector: [2.157334467343654, -0.18020769534902759] User Vector: [1.2370950738688553, -0.19247544950281428] Predicted: 2.7035133994044958 Movie Vector: [1.8130939899421086, -1.1688201515879169] User Vector: [1.4947545373066866, -0.015081389916236629] Predicted: 2.7277579004775028 Movie Vector: [1.7509013405093627, 0.24061991048971812] User Vector: [1.8709054876805167, -0.32631567872777134] Predicted: 3.197252876939272 Movie Vector: [1.5721350460757801, -0.5793866828410389] User Vector: [1.6695439347246201, -0.05445225140791558] Predicted: 2.6562974400602886 Movie Vector:
avg loss: 11.769672129951424: 54%|████████████████████████▍ | 37951/70000 [01:00<00:50, 631.94it/s]
[2.1151250556394285, -0.16531952016650137] User Vector: [1.180614708068925, -1.7142173508288772] Predicted: 2.780541339993134 Movie Vector: [0.876351941424074, -0.04882618738674044] User Vector: [1.7056462017014549, 0.1800273936761915] Predicted: 1.4859563089852874 Movie Vector: [0.010207561755105399, -1.49642033011557] User Vector: [1.6765154189976108, -0.6575322439837189] Predicted: 1.0010577522765527 Movie Vector: [2.041918704909711, -0.055769986379710354] User Vector: [1.2479176696955419, 0.2227010955349697] Predicted: 2.5357263948739335 Movie Vector: [1.3387165628762385, -0.021319637312583482] User Vector: [2.350303168965704, -0.3213735983303897] Predicted: 3.1532413486331423 Movie Vector: [1.1682458711270203, -0.5194294191648519] User Vector: [1.5417114395143798, -0.7511948099930097] Predicted: 2.1912907075162895 Movie Vector: [0.9303211344781397, -0.4017574420694728] User Vector: [2.277759592188862, -0.4237397751696368] Predicted: 2.2892884960488535 Movie Vector: [2.0829260328180883, -0.014595946827291532] User Vector: [1.2360574138520937, -0.5389237329152387] Predicted: 2.5824822675199237 Movie Vector: [1.5171303240412615, 0.873452650020335] User Vector: [1.6286819544274829, -0.4905375400203399] Predicted: 2.0424614670155004 Movie Vector: [2.4948033210890728, -0.33278615870858075] User Vector: [1.9343438038785992, 0.33725747313394105] Predicted: 4.713572727064393 Movie Vector: [1.4906846969943732, -0.2621223217740715] User Vector: [1.8461360155137314, -0.06275068789624978] Predicted: 2.7684550629007716 Movie Vector: [2.0972096396223083, -0.4736633721131784] User Vector: [-0.0053466251879963345, 1.4808142442169516] Predicted: -0.7126204622727423 Movie Vector: [1.4842801634108314, -0.7611422944029126] User Vector: [-0.26503317907317464, -0.7125882530064891] Predicted: 0.14899756751389842 Movie Vector: [1.721522391814145, -0.673218173644017] User Vector: [1.9674058118928472, 0.21852478334585046] Predicted: 3.239818303418776 Movie Vector: [1.56541953209798, -0.6180059541616133] User Vector: [1.3410127181963938, -0.5451210534858952] Predicted: 2.436135558649574 Movie Vector: [1.34321047569068, -0.4627927332754917] User Vector: [-0.0846371580785617, -0.5389613090816918] Predicted: 0.1357418599958411 Movie Vector: [0.1713105364815896, 0.5343896185760203] User Vector: [1.5972861392824491, 0.022767101323727675] Predicted: 0.28579844802755183 Movie Vector: [0.6522283211989663, 0.6483535738460088] User Vector: [2.243737070211316, 0.571158172225067] Predicted: 1.8337413047092905 Movie Vector: [2.297176259714229, 0.3133144162570996] User Vector: [1.779772315946858, -0.14425715567738956] Predicted: 4.043252865367764 Movie Vector: [1.6083746832836412, -0.5783821749080948] User Vector: [1.5577416468949625, -0.5917852576317203] Predicted: 2.8477102723500045 Movie Vector: [2.3715586793578285, -0.45603044162592415] User Vector: [1.5811491977245535, -0.5159786374670652] Predicted: 3.9850900691369806 Movie Vector: [1.7446998080418588, -0.31960759598515376] User Vector: [1.6969828869142458, -0.050938955417135806] Predicted: 2.97700619413247 Movie Vector: [1.0672874845935365, -0.136694629133956] User Vector: [1.844218947200465, -0.7312711957423216] Predicted: 2.0682726460956657 Movie Vector: [1.525031968924664, 0.9927277331081782] User Vector: [2.3237895647244886, -1.045515755292186] Predicted: 2.5059408895782784 Movie Vector: [2.0935378462773317, 0.004962250387026688] User Vector: [1.8889878603400256, -0.10636420037567329] Predicted: 3.9541397709858024 Movie Vector: [2.2937038377985624, -0.6631277013622091] User Vector: [2.1646253233122437, -0.46217346858734143] Predicted: 5.27148944133217 Movie Vector: [2.052205468029492, 0.022818639915354114] User Vector: [1.9776856492326789, 0.2713790999721892] Predicted: 4.064809805361578 Movie Vector: [1.9835616572968817, -1.0817852523788742] User Vector: [2.24537948200067, -0.8530756853812705] Predicted: 5.376693342186121 Movie Vector: [0.6773001289865905, 1.1034269302717934] User Vector: [1.0531912066028928, 1.0047301125743098] Predicted: 1.8219728039491863 Movie Vector: [1.3091810967239415, -0.7228981396633727] User Vector: [2.1460838019614776, 0.7854043598698321] Predicted: 2.24184499488001 Movie Vector: [1.9853953548944152, -0.7660013969336162] User Vector: [1.744905210011659, -0.10500692558007532] Predicted: 3.544762150370254 Movie Vector: [1.3012842587781326, -0.44749984256183173] User Vector: [1.8644021672064546, -0.9081012164860882] Predicted: 2.8324923436253275 Movie Vector: [2.295972246818613, -0.14746228047552398] User Vector: [2.0048933968609015, -0.9760157268335017] Predicted: 4.7471051018813695 Movie Vector: [2.504651344134892, -0.3623028818606651] User Vector: [2.4953922196152503, 0.4354342182475983] Predicted: 6.092328404871238 Movie Vector: [-0.02362229768487618, -0.5836300864336289] User Vector: [0.14932221737821733, -0.023406279415225495] Predicted: 0.010133275008323683 Movie Vector: [1.761972589726302, -0.8676666125562189] User Vector: [1.3471910118175663, -0.3209216206206846] Predicted: 2.652166611408196 Movie Vector: [2.23978344822745, -0.8411012209351874] User Vector: [1.8549594909958738, 0.1816476031415471] Predicted: 4.001923544282668 Movie Vector: [2.3317351330745284, -0.3021884159327289] User Vector: [1.8758946511341519, 0.2727104017817019] Predicted: 4.2916795396732965 Movie Vector: [1.5846719546822825, 0.24467606170887388] User Vector: [0.5783651979754756, -0.19701395210225542] Predicted: 0.8683145108939216 Movie Vector: [2.630647781445419, -1.069381484055122] User Vector: [-0.18217739399489824, -0.561878883412555] Predicted: 0.12161831686076574 Movie Vector: [1.3744660017457022, -0.6343213834649264] User Vector: [1.291074663511602, -0.21211921881175896] Predicted: 1.909089987048144 Movie Vector: [0.739100743690426, -0.10954896793935111] User Vector: [-0.8560066803843536, -0.5638364531937968] Predicted: -0.5709074725420838 Movie Vector: [2.246085028713736, 0.14323064539798674] User Vector: [1.8775480770051831, -0.5567375673648686] Predicted: 4.137390745360631 Movie Vector: [1.8261223141240328, 0.12393337684814708] User Vector: [1.5842261476492565, -0.7700978429060712] Predicted: 2.7975498926662388 Movie Vector: [2.0696869621529914, 0.616919579327303] User Vector: [1.2591256501460861, 0.7172838055470235] Predicted: 3.04850236539612 Movie Vector: [2.0383512049642065, -0.8629644035121339] User Vector: [1.9999382711640308, -0.9952887205517387] Predicted: 4.93547532193452 Movie Vector: [1.087085821218374, -0.9444649351671606] User Vector: [1.7165029790739998, -0.1629977920308681] Predicted: 2.019931749713269 Movie Vector: [0.011901015943725918, -1.0062879553420339] User Vector: [1.511683466138393, -0.5324936441485053] Predicted: 0.5538325094352078 Movie Vector: [2.056410685292468, -0.039853754487501766] User Vector: [1.3003665248139362, 0.905775981548257] Predicted: 2.637989042834712 Movie Vector: [1.891159422073634, -0.746246844071765] User Vector: [2.1728077926400706, 0.5165592321003019] Predicted: 3.7236452326752993 Movie Vector: [2.2400473488130417, -0.6387738199681391] User Vector: [-0.434312121839126, 0.6723494738521194] Predicted: -1.4023589588491876 Movie Vector: [2.2012388323591394, -0.6000101940275789] User Vector: [1.5268899425165798, 1.3993462507670833] Predicted: 2.521427418771587 Movie Vector: [1.1379343361151082, -1.1072619970588962] User Vector: [0.5929189543491463, 0.028370552062987244] Predicted: 0.6432892025524334 Movie Vector: [2.4525573507388487, 0.8217449091858621] User Vector: [0.15193892522754723, 0.5819992149096648] Predicted: 0.8508938199323668 Movie Vector: [2.3456445756699162, -0.35879234306682456] User Vector: [0.23946250512919914, -0.38962692968769574] Predicted: 0.7014890852572168 Movie Vector: [1.3834705600330481, -0.7692401378287728] User Vector: [-0.9533310697155791, -0.071333664495004] Predicted: -1.2640327510083489 Movie Vector: [1.1345933919289317, -0.15865010369504093] User Vector: [1.7133715129285738, -0.9787995108831451] Predicted: 2.0992666403863023 Movie Vector: [2.6159217584037373, -0.5549345298186578] User Vector: [1.6621357862692465, -0.4526208085276268] Predicted: 4.599192084289645 Movie Vector: [1.8499284329577501, -0.32448336248807974] User Vector: [1.253671563923215, -1.1858033148605989] Predicted: 2.703976118547643 Movie Vector: [1.2669006116058554, -0.19288427864403984] User Vector: [1.403963304079795, 0.48310302149712187] Predicted: 1.6854989907986415 Movie Vector: [2.323096060969707, -0.8329428021181995] User Vector: [1.676810797269559, -0.2809110955803507] Predicted: 4.129375433227177 Movie Vector: [-0.4014167264360805, -1.1909751764703078] User Vector: [1.7326375656087354, -0.5021331536901357] Predicted: -0.09748157835913662 Movie Vector: [2.391528188401237, -0.2934959298530636] User Vector: [0.9864314098845623, -0.9596026757407174] Predicted: 2.640718002269315 Movie Vector: [2.3189665943402122, 0.12161953138734122] User Vector: [1.398090453403075, -0.09809066755623451] Predicted: 3.230195316286031 Movie Vector: [1.0285245259350932, -0.07140985770346196] User Vector: [1.849729910769949, -0.19962340342636004] Predicted: 1.9167476584155814 Movie Vector: [1.7169205180814622, -1.0354059102386632] User Vector: [1.9369770717395913, -0.23413917069933732] Predicted: 3.568064758683526 Movie Vector: [2.176859503233371, -0.1885225597686903] User Vector: [1.0373569436709658, -0.5428802250016452] Predicted: 2.360525490740379 Movie Vector: [2.069918571777987, 0.2519228477423884] User Vector: [2.008922753292941, -0.6497997267505871] Predicted: 3.994607118683192 Movie Vector: [1.8130991718659917, -1.1002465555226042] User Vector: [1.7238954817855234, 0.802071381775988] Predicted: 2.243117195326571 Movie Vector: [1.6483118510768133, 0.4068734819654817] User Vector: [2.049555584477334, -0.2773982418825124] Predicted: 3.2654407707688136 Movie Vector: [0.45915297799164667, -0.06138484517624011] User Vector: [0.8442984549096506, -0.12987780071227958] Predicted: 0.395634678574066 Movie Vector: [1.9482757891673756, -0.5259472551137533] User Vector: [1.451450011636198, 0.300865222042329] Predicted: 2.669585679165157 Movie Vector: [1.2873897471274522, -0.8921491437744153] User Vector: [1.133642723816455, -0.03674677389969898] Predicted: 1.4922236224180305 Movie Vector: [2.4327108641299233, -0.2549436999706497] User Vector: [2.204570955170668, -0.6468300299311524] Predicted: 5.52798895447174 Movie Vector: [0.6125173014153001, -1.0749628619963891] User Vector: [1.8860415280776888, -0.4645948522547337] Predicted: 1.6546552791838731 Movie Vector: [1.9898673410489502, -0.40392029104472615] User Vector: [1.5227205830347967, -0.4952139174117096] Predicted: 3.230038907374295 Movie Vector: [1.6718189786004896, 0.06985879274276306] User Vector: [2.071916089005757, 0.32425235322256296] Predicted: 3.4865205176076537 Movie Vector: [2.4217569798601115, -0.5367332857923109] User Vector: [1.070312157425502, -0.48496242644173493] Predicted: 2.852331414504228 Movie Vector: [2.244944197642911, -0.6647845916606765] User Vector: [1.8150007854169952, 0.012395198320040612] Predicted: 4.066335345085468 Movie Vector: [1.5067139519337742, -0.6565911203052789] User Vector: [1.5307209850765826, -0.39943678228403684] Predicted: 2.5686253091037092 Movie Vector: [-0.5380645199333045, 0.6622480162528404] User Vector: [1.9958298604912406, -0.08907288619875287] Predicted: -1.1328735779408126 Movie Vector: [2.236921338736373, 0.10561778495293195] User Vector: [1.799286518050713, 0.4710027304171822] Predicted: 4.074608671821753 Movie Vector: [2.042544281101838, -0.6288996781490456] User Vector: [2.03790983015929, 0.20546954587982322] Predicted: 4.033301337719824 Movie Vector: [0.5008380836130437, 1.0987091562239937] User Vector: [1.978433541610131, -0.22993864798710145] Predicted: 0.7382391656225908 Movie Vector: [-0.7497291156672017, -0.4685609060123964] User Vector: [1.1301405859257196, -1.53678117995885] Predicted: -0.1272237200413845 Movie Vector: [2.2623304930805284, 0.018005703133549666] User Vector: [1.6987881649049912, -0.05126966019284998] Predicted: 3.842297120467684 Movie Vector: [0.8368525713065644, -0.9383797188359448] User Vector: [2.3500012925135962, 0.3543752253017332] Predicted: 1.634066099932688 Movie Vector: [2.1372372920257416, -0.2196377494514255] User Vector: [1.2918326924911037, 0.13303469721218378] Predicted: 2.7317335639553733 Movie Vector: [1.6922049939968482, 0.20804607579151907] User Vector: [2.244081170776858, -0.6106879453949313] Predicted: 3.670394133550292 Movie Vector: [1.2821777960242187, -0.8575403662866318] User Vector: [2.0094250804266287, -0.649738590199738] Predicted: 3.133617289527646 Movie Vector: [1.8838902213008055, -0.5550899272322959] User Vector: [0.8729966733824124, -0.15152234808601742] Predicted: 1.728738425386394 Movie Vector: [2.4434754096925215, -0.005244269897811231] User Vector: [1.8622845264257388, -0.2896534405369028] Predicted: 4.551965466991181 Movie Vector: [2.2533919152102118, -0.22857428283989994] User Vector: [1.8156532540023715, -0.8913369078143063] Predicted: 4.295115057866446 Movie Vector: [2.0329284031247488, -0.8166929462626267] User Vector: [2.344080926687876, 1.1624405093050538] Predicted: 3.8159917306873927 Movie Vector: [2.2500383896995926, 0.7804408618653218] User Vector: [2.031022181895809, -0.9776938874613756] Predicted: 3.806845619426187 Movie Vector: [2.15785122064475, -0.6653793763741866] User Vector: [1.5879195875903762, -0.3541097866843355] Predicted: 3.6621115693996207 Movie Vector: [1.8368035059690675, -0.2937604378060027] User Vector: [1.1468727556421627, -1.8460812113229819] Predicted: 2.648885523327605 Movie Vector: [2.035172133832927, -0.5079348621116712] User Vector: [1.7419675920102433, 0.36291887098178066] Predicted: 3.360864754609439 Movie Vector: [1.212278851053641, -0.7704043208127799] User Vector: [1.9943364356617928, 0.10206189676444495] Predicted: 2.3390629565808156 Movie Vector: [0.03817569364779444, -0.5304237129888246] User Vector: [1.0203442921431196, -0.4732505039501478] Predicted: 0.28997564059120123 Movie Vector: [2.275616212862435, 0.09584934132120712] User Vector: [1.9214006293768142, 0.3266485607077147] Predicted: 4.40367947300132 Movie Vector: [2.3501932125893066, -0.09708085199175565] User Vector: [1.6940539379447774, -0.4529011344094046] Predicted: 4.0253220947145 Movie Vector: [2.159109776213874, -0.5225072525456113] User Vector: [1.5693003774037206, 0.25071702578256455] Predicted: 3.2572903223604404 Movie Vector: [2.2171564554647127, 0.25110298887454896] User Vector: [1.610788540292034, -0.5407379487366234] Predicted: 3.4355892953714062 Movie Vector: [1.4784231001777952, 0.23219392326883803] User Vector: [1.0522568153005663, 0.1373596935522502] Predicted: 1.587574869204779 Movie Vector: [2.136161386623972, -0.037528709457020235] User Vector: [1.7959125673889706, -0.22781287425563346] Predicted: 3.8449086033775495 Movie Vector: [2.1799874958134247, 0.6199976143757621] User Vector: [1.7730040853049613, -0.6444455615434032] Predicted: 3.4655720252389757 Movie Vector: [1.719693866642927, 0.07735115461513804] User Vector: [1.1716526089695491, 0.08372469530462666] Predicted: 2.0213600073327305 Movie Vector: [1.4057374258330946, -0.6824700054469551] User Vector: [1.642270029704514, 0.4694409305241107] Predicted: 1.98822108966785 Movie Vector: [0.5072456882388856, -0.16955232241004342] User Vector: [1.8859586158050496, -1.021613518652101] Predicted: 1.1298613207570485 Movie Vector: [2.359087925301313, 0.7279465733545066] User Vector: [0.6038043769772242, -0.3649635499020058] Predicted: 1.1587536494205901 Movie Vector: [2.3187884758288164, -0.15856960337651227] User Vector: [1.7048899098036734, -0.10680056226324282] Predicted: 3.970214398208059 Movie Vector: [2.426949488952491, 0.8537194617124638] User Vector: [1.8727920309869805, 0.22200512194012978] Predicted: 4.734701755718288 Movie Vector: [0.16392461043519468, 0.33917099399589196] User Vector: [1.5580690669032795, 0.00818749839138503] Predicted: 0.25818282679099325 Movie Vector: [0.35977731872211516, 0.6718403876819463] User Vector: [2.2624429491892517, -0.5886840760131957] Predicted: 0.4184739201701699 Movie Vector: [1.859238355472896, 0.47603353737241466] User Vector: [1.5129935006621738, -0.6432633438612123] Predicted: 2.506800622972059 Movie Vector: [2.3673981404080586, 0.11822155189823735] User Vector: [2.040755201406279, -0.9406845683123145] Predicted: 4.720070879324693 Movie Vector: [-1.0462556085754928, -1.0350123708688055] User Vector: [0.3082659343376486, 0.6074306998783252] Predicted: -0.9512232515530927 Movie Vector: [1.4858141530229205, 0.06692089457349981] User Vector: [1.788992668913466, 0.25858262198134635] Predicted: 2.675415207510029 Movie Vector: [0.9704886376507745, 1.4851625638424717] User Vector: [1.6188621773327445, 0.5808541501694362] Predicted: 2.4337501879082017 Movie Vector: [0.7680701560220264, 0.7647857553969238] User Vector: [1.8718120284261826, -0.43146350811148915] Predicted: 1.1077058117399519 Movie Vector: [1.2040414814887268, -0.1983237854272118] User Vector: [1.89508841284586, -0.5819660622540956] Predicted: 2.3971827726114503 Movie Vector: [2.343410512114803, -0.9509848918642154] User Vector: [0.2915931266948857, -2.005299005363026] Predicted: 2.590331456127795 Movie Vector: [1.04730278907618, -0.9587684648257011] User Vector: [1.564428519029599, 0.24099277843373534] Predicted: 1.4073740750770238 Movie Vector: [2.211558832197826, -0.514127804282714] User Vector: [0.4247529912262782, 1.1078334440353856]
avg loss: 11.741503702110114: 54%|████████████████████████▍ | 38079/70000 [01:01<00:53, 600.09it/s]
Predicted: 0.3697982531560515 Movie Vector: [2.1617720314305346, -0.04897297448106837] User Vector: [1.2378457655022665, 0.0466063639777995] Predicted: 2.6736579028137797 Movie Vector: [2.0150776118457885, 0.6946731619649016] User Vector: [2.040462836785007, 0.07264440436688259] Predicted: 4.162155098289414 Movie Vector: [1.8266439741196565, -0.032158461554150766] User Vector: [2.0996005148565384, -0.0314596436816455] Predicted: 3.836234322263068 Movie Vector: [1.1616050368362842, -0.28071755447589636] User Vector: [1.9522590370946291, -0.19101503501828773] Predicted: 2.3213752041967366 Movie Vector: [-0.13159609451253954, 1.165681981468935] User Vector: [1.9395031007967227, 0.34232267785229276] Predicted: 0.1438083440608035 Movie Vector: [1.168874770562178, 0.27873373111138317] User Vector: [1.6200717825493642, -1.1017100592090936] Predicted: 1.5865772777153533 Movie Vector: [0.3561619340458462, 0.3401811820621724] User Vector: [1.9867875937339294, -0.4960120966286256] Predicted: 0.5388841305743068 Movie Vector: [2.1197253792448825, -0.5850251263697444] User Vector: [2.033850282915949, -0.22686631626808126] Predicted: 4.443926557625094 Movie Vector: [1.4601952627333732, 0.8686209786272754] User Vector: [1.7607373932362567, -0.3997039153515156] Predicted: 2.2238291944073034 Movie Vector: [1.6887115999092184, -0.18707082502723243] User Vector: [0.9889331721865854, 1.2175019319924236] Predicted: 1.4422638285164349 Movie Vector: [1.5024831234963945, -0.18904257937035396] User Vector: [1.9075415903089328, -0.6407633651988027] Predicted: 2.9871806061298547 Movie Vector: [2.113581488417676, -0.15890201805273904] User Vector: [0.4669692018147629, -0.04642568381137867] Predicted: 0.9943545954639672 Movie Vector: [1.6132738765900176, -0.7946003912192602] User Vector: [1.1684359865408747, -0.3296018026950976] Predicted: 2.1469089749221766 Movie Vector: [1.7254897983373303, 0.1989881909697661] User Vector: [1.842219376171671, 0.15849376874705054] Predicted: 3.210269128206535 Movie Vector: [1.849566439706515, 1.1067468729826346] User Vector: [1.72001923234232, -0.11899017954537189] Predicted: 3.0495978386626352 Movie Vector: [1.3323014555868797, -0.5322603275262957] User Vector: [1.877812633119528, -0.5995912915621395] Predicted: 2.8209511616533574 Movie Vector: [0.24516257491414714, -0.1094028175232558] User Vector: [1.6946968758682652, -0.8706071127828144] Predicted: 0.5107231208810515 Movie Vector: [2.026193633084897, 0.47311910843691907] User Vector: [1.7123358873482468, -0.981182911526124] Predicted: 3.0053076883330148 Movie Vector: [2.2295113286294432, -0.04937022055618338] User Vector: [1.9204165229709231, -0.10453296447986068] Predicted: 4.286751209162601 Movie Vector: [2.1735514905726148, -0.5358329784554158] User Vector: [1.4596877470259044, 0.5093032887473329] Predicted: 2.8998049801721146 Movie Vector: [2.40747650554178, -0.3090104883396162] User Vector: [1.894594044862781, 0.28991121581165474] Predicted: 4.471605044173423 Movie Vector: [0.9093776645498189, -1.1898204673573938] User Vector: [2.1467709542148876, -0.6407726943393026] Predicted: 2.714630023315966 Movie Vector: [2.2163308628014025, 0.06960453388638797] User Vector: [1.8018700929695615, 0.21080727151873163] Predicted: 4.008213439681194 Movie Vector: [2.0459896222786544, 0.27650921421636265] User Vector: [1.1770757563474512, -0.19941868779013244] Predicted: 2.3531436774617753 Movie Vector: [2.5183586004184972, -0.7974002693762726] User Vector: [2.133444896457802, 0.22505733237197492] Predicted: 5.193318526054939 Movie Vector: [2.2312903690491384, -0.673542546938384] User Vector: [1.4017562559138046, -0.6662950046496836] Predicted: 3.5765032680189215 Movie Vector: [1.9341335243197746, 0.28626929296668874] User Vector: [2.0476104265766994, -0.300857710236552] Predicted: 3.874225646795714 Movie Vector: [1.2473724476448473, 1.0661363553289442] User Vector: [2.0017156299457506, -0.6445823903265686] Predicted: 1.8096722044823919 Movie Vector: [1.5657651388333709, -0.10219022853370013] User Vector: [1.592715336089003, 0.2879410640558177] Predicted: 2.464393386193336 Movie Vector: [1.2920236456346665, -0.07702121830598938] User Vector: [2.2425346752603303, -0.7158294974091719] Predicted: 2.9525418865818236 Movie Vector: [1.6576582229959351, -0.5623447261488318] User Vector: [1.6008625872817108, -0.7689687782610398] Predicted: 3.086108568722282 Movie Vector: [1.922408057524039, -1.5100801101383161] User Vector: [1.8258926005685163, 0.15661092044231317] Predicted: 3.273615611516046 Movie Vector: [2.179950284670354, -0.048288541645745094] User Vector: [1.7929120160614465, -0.7246999747495817] Predicted: 3.943453764713414 Movie Vector: [0.31846319950671464, -0.4442764340413434] User Vector: [1.5783061690388487, 0.03630912089409] Predicted: 0.48650114563929503 Movie Vector: [3.0574747149589543, 0.026217720513532272] User Vector: [0.34384905351970013, 0.5411159987771641] Predicted: 1.065496614920392 Movie Vector: [1.8379898883881085, 1.5817823238863529] User Vector: [1.63792311059841, -0.6112767596960119] Predicted: 2.0435793417473977 Movie Vector: [2.2138759625299733, 0.2794645493503087] User Vector: [2.0899856606546323, 0.31716346120845545] Predicted: 4.715604959912621 Movie Vector: [1.8845929627989928, -0.11679993617779862] User Vector: [1.632626503414405, -0.24749782972612405] Predicted: 3.1057441499300684 Movie Vector: [1.2871991761481572, -0.8538042076945105] User Vector: [1.6173358608179003, 0.3940242502986137] Predicted: 1.7454138247610405 Movie Vector: [1.7527080740050112, -1.0538539730757908] User Vector: [-0.4550175137057512, -0.6786494564742573] Predicted: -0.08231544405463398 Movie Vector: [1.4066079126470425, -0.6822211778287454] User Vector: [0.6004881224797503, -0.4035708622305501] Predicted: 1.1199759334988713 Movie Vector: [2.206082716285955, 0.3951483834084657] User Vector: [1.358548506081085, -0.24325865850107026] Predicted: 2.900947112844776 Movie Vector: [2.53911913211157, -0.1427914144326675] User Vector: [1.507426851166579, -0.5218377256826902] Predicted: 3.9020503050103184 Movie Vector: [1.5434089613255142, -0.25001985252519926] User Vector: [1.6690339713509474, -0.7920952694603632] Predicted: 2.774041530596152 Movie Vector: [1.7451894739886233, 0.2739712325606584] User Vector: [0.8610489153617767, -0.13694418960355748] Predicted: 1.4651747352609867 Movie Vector: [2.545763472124666, -0.1450915375055803] User Vector: [1.7715786841829246, 1.1825762003981817] Predicted: 4.33843850305429 Movie Vector: [2.181995505226423, -0.6707636083779219] User Vector: [1.3505222796335064, -0.3246579440636865] Predicted: 3.164602277917169 Movie Vector: [1.9360225561408424, -0.9790495644237401] User Vector: [1.9697445930434305, 0.4772039293294593] Predicted: 3.3462636628172415 Movie Vector: [1.6597918268403509, -0.6563682485916267] User Vector: [2.1394973322392956, 0.00981201395970338] Predicted: 3.5446798911796304 Movie Vector: [2.6248561811744113, 0.5171458280968833] User Vector: [0.9926549901707219, 0.7120431038352736] Predicted: 2.9738067072968115 Movie Vector: [1.8781623181927498, -0.1836664028097736] User Vector: [1.9331514861908277, 0.2295734195911474] Predicted: 3.5886073525648796 Movie Vector: [1.451288214411478, -0.8138279344600637] User Vector: [1.5677767899623363, -0.3502855371086249] Predicted: 2.560368133236544 Movie Vector: [2.031200503851563, -0.20020397547605184] User Vector: [1.801050926476078, 0.21078154534990404] Predicted: 3.616096245984497 Movie Vector: [2.0524304402853697, 0.24783164675229516] User Vector: [1.7512853597928162, -0.7218064180962679] Predicted: 3.4155049088317178 Movie Vector: [0.948908241615007, 0.12724253442236455] User Vector: [1.6304538734702207, 0.2854780447537098] Predicted: 1.5834760680454076 Movie Vector: [0.6337236306954691, 0.140239828826633] User Vector: [0.07515490500654204, 0.37682472064524264] Predicted: 0.10047327358625152 Movie Vector: [0.29452370353218205, 0.5361458515950575] User Vector: [1.8965568380485638, -0.7269958332093298] Predicted: 0.16880514379927336 Movie Vector: [2.1964707047543546, -1.0173734230712002] User Vector: [-1.1895628513001684, -0.2454253504389319] Predicted: -2.363150725460375 Movie Vector: [2.265193534504995, -0.08274409799727306] User Vector: [1.559489334456048, -0.9439228159708503] Predicted: 3.610649199525892 Movie Vector: [1.7134610100832772, 0.7299585329573373] User Vector: [1.9666635567595019, -0.6317229061011354] Predicted: 2.908669798685976 Movie Vector: [1.9344702749180245, -0.9479088013800686] User Vector: [1.8830868667607021, -0.2764539979182881] Predicted: 3.9048287466405496 Movie Vector: [2.1868345796820168, 0.044101226271346036] User Vector: [1.7432296180031592, 0.6707663913050553] Predicted: 3.84173642937334 Movie Vector: [1.6904445374918058, 0.6073685137543815] User Vector: [1.5262152626735797, -0.2873841011496324] Predicted: 2.405434199431283 Movie Vector: [0.9248014510105084, -0.8197001481687393] User Vector: [1.898246979606293, -0.7896595617664072] Predicted: 2.4027856208990004 Movie Vector: [1.1267723738316755, 0.5645914572181988] User Vector: [2.2457647937164493, -0.43088456773569633] Predicted: 2.2871919816927564 Movie Vector: [1.2910146090084222, -0.9635020863840819] User Vector: [1.1044333166385678, -0.405600138157518] Predicted: 1.816636125808456 Movie Vector: [2.1706190350092136, -0.5907020713748191] User Vector: [1.2132096870877607, -0.6688898529206996] Predicted: 3.02853066189212 Movie Vector: [1.7415631772185947, -0.04923931081837683] User Vector: [1.8398685616114099, -0.7379157006079122] Predicted: 3.240581798364566 Movie Vector: [0.9645496028035161, 0.46475245991618525] User Vector: [1.8520082540432912, -0.8922816759715613] Predicted: 1.3716637219803702 Movie Vector: [1.9594576805217145, -0.26149730736586857] User Vector: [2.1592680127806125, -1.0021929173747037] Predicted: 4.493065041302461 Movie Vector: [1.9186525050949828, -0.5743039856383843] User Vector: [1.7148430863995565, -0.05114188038740256] Predicted: 3.319558969304848 Movie Vector: [1.9842190535261062, -0.33938952031394537] User Vector: [1.9744877126030684, 0.2562270891434123] Predicted: 3.8308553514243657 Movie Vector: [2.1418092831831927, 0.11826884997852388] User Vector: [0.8800547001920125, -0.03003833977659616] Predicted: 1.8813567266796116 Movie Vector: [1.6079062071818988, -0.03902338022008339] User Vector: [1.8093586280276985, -1.1617419517038847] Predicted: 2.954614066922823 Movie Vector: [2.5985038432065988, -0.10988592784312967] User Vector: [-0.005261366766366515, -0.7613748278508771] Predicted: 0.06999269763187388 Movie Vector: [2.1775165693075205, -0.5191263420776785] User Vector: [1.759359988225418, -0.9852300757238384] Predicted: 4.342494411052963 Movie Vector: [2.1428417461895664, 0.6334992265117435] User Vector: [0.7194886752355814, -0.46128751271531554] Predicted: 1.2495250867007524 Movie Vector: [-0.4003592227013538, 1.5029236402091608] User Vector: [0.7528396437646387, -0.06791782422630593] Predicted: -0.4034815982176605 Movie Vector: [2.138311924887204, 0.6114306975745597] User Vector: [1.23036811247089, -0.3601057934973591] Predicted: 2.410731070378734 Movie Vector: [1.1395814265985225, -0.6991303594757796] User Vector: [2.1115368546858213, 0.23199418338579836] Predicted: 2.244074004351422 Movie Vector: [0.749790945463567, -0.5290775084064636] User Vector: [2.264677873212435, 0.5222871810585263] Predicted: 1.4217045632992908 Movie Vector: [1.1631235030003582, 0.12489464098507487] User Vector: [2.0257588569155724, 0.06757538859829794] Predicted: 2.3646475417880533 Movie Vector: [1.8768241312199343, -0.11562222103517196] User Vector: [1.7339786904826007, -1.4169346380003272] Predicted: 3.4182021792261517 Movie Vector: [2.03223739450602, -0.49224847709984987] User Vector: [1.2608344789861223, 1.076141733049069] Predicted: 2.0325858472411156 Movie Vector: [-0.2758347535184389, -0.5157695288932346] User Vector: [-0.7761475082265354, -1.892833535983774] Predicted: 1.1903543177532834 Movie Vector: [1.697910490043209, -1.439750007101029] User Vector: [2.160554623369724, -0.5552135079951225] Predicted: 4.467797011409374 Movie Vector: [0.2563412150221629, -0.4270526961505787] User Vector: [0.9605869946576983, -0.05255798923986856] Predicted: 0.26868306835418126 Movie Vector: [1.9968279632740413, -0.48118408163640236] User Vector: [1.1253561545532091, -0.8860432014200944] Predicted: 2.673492522219898 Movie Vector: [2.195797993432212, -0.055803671650927346] User Vector: [0.4834847246126992, 0.3242730531885917] Predicted: 1.0435391611743106 Movie Vector: [2.1665464861381616, 0.35322124946652067] User Vector: [1.8325670610345806, -0.06507877165558232] Predicted: 3.947354521659077 Movie Vector: [1.5716522771955879, 0.22588797068781846] User Vector: [1.2105898439530212, -0.28964196262482844] Predicted: 1.8371996498352576 Movie Vector: [1.26720329637732, -0.1057460600686197] User Vector: [1.190210221973683, 0.6864979309217555] Predicted: 1.435643865226798 Movie Vector: [2.150400875972637, -0.5039417313235269] User Vector: [1.1199732047697322, -0.11333209568138194] Predicted: 2.4655041331149126 Movie Vector: [1.6190499455856022, -0.5824377016151356] User Vector: [0.6373642472319089, 0.8048618804551824] Predicted: 0.5631426460290778 Movie Vector: [2.4194380116034195, 0.14669477991341734] User Vector: [0.24121893890250623, 0.7291799047972656] Predicted: 0.6905811555508878 Movie Vector: [0.7433460400476473, -1.391185129086076] User Vector: [0.43911008715408145, -0.07849500431109034] Predicted: 0.43561182713609997 Movie Vector: [2.0990339044176363, -0.577445861867111] User Vector: [1.9379634782614463, 0.7938242314784867] Predicted: 3.6094605288768147 Movie Vector: [1.7362918741498117, -1.021766981804771] User Vector: [1.8933460724240467, -0.5800478389341173] Predicted: 3.880075130193426 Movie Vector: [1.1188365005167222, 1.161837096524377] User Vector: [1.9819320421517854, -0.5962705173488597] Predicted: 1.5246887036833772 Movie Vector: [1.438351209632317, -0.8846303537089181] User Vector: [1.1464849284182719, 1.2375487172987532] Predicted: 0.5542748240996278 Movie Vector: [2.4913542348044144, 0.5570222139073826] User Vector: [1.290768666436455, -0.43691036161213964] Predicted: 2.9723932063750396 Movie Vector: [0.8529892017143843, -0.07037678282233223] User Vector: [1.4511773955883491, -0.5886125426174237] Predicted: 1.2792633052871525 Movie Vector: [0.7877436650318104, -1.4841091302616083] User Vector: [2.281907550945793, -0.41277452843591567] Predicted: 2.4101606638369737 Movie Vector: [1.3276876396917157, 0.5189584510568002] User Vector: [1.971778846605915, -0.33192416530955243] Predicted: 2.4456515521468942 Movie Vector: [1.923128389524714, 1.1016578894108318] User Vector: [1.8684962810227057, -1.0144175095368897] Predicted: 2.475817191218311 Movie Vector: [1.9787552189095299, -0.45801871395247984] User Vector: [2.212876102251703, -1.146928374849931] Predicted: 4.90405479537511 Movie Vector: [1.768595056410481, -0.0757729563235369] User Vector: [1.778719708787407, -0.3142389160560563] Predicted: 3.1696456953627696 Movie Vector: [1.293495484645958, 0.6787180389750372] User Vector: [2.006870746132172, -0.1675547798108136] Predicted: 2.48215579681594 Movie Vector: [0.9258039493937563, 0.02599608168860433] User Vector: [1.3681965481492069, -0.49778562974184837] Predicted: 1.2537412919292579 Movie Vector: [1.863344542596487, 0.5744219285656472] User Vector: [1.963427038174325, 0.7192326196405323] Predicted: 4.07168404482975 Movie Vector: [2.3750294374400736, -1.1684296589068832] User Vector: [1.1113310794557445, -1.3042930197179572] Predicted: 4.163418676593128 Movie Vector: [1.1512145868332868, 0.026144910470815463] User Vector: [2.1183183510946813, 0.32073998613565213] Predicted: 2.44702470355876 Movie Vector: [-0.346410228852629, 0.9207508894189287] User Vector: [0.40924141826056687, -0.9782491983587708] Predicted: -1.0424892328178097 Movie Vector: [1.9284959303491895, -0.5301596196252502] User Vector: [1.8017429296697505, -0.1814880090291266] Predicted: 3.5708715212369655 Movie Vector: [1.3632273805846518, 0.8906335980599495] User Vector: [1.783287822562373, 0.8786492038806648] Predicted: 3.2135812890649573 Movie Vector: [1.6238302484433398, 0.410186958106566] User Vector: [1.8165251876970216, -0.3046277685292995] Predicted: 2.8247742091138144 Movie Vector: [1.2055279482539847, -0.048260342061119225] User Vector: [1.7489940244288325, -0.8920036988689768] Predicted: 2.1515095814053704 Movie Vector: [0.6659608752079691, -0.25552747545113874] User Vector: [2.0201550021621233, -0.8418599683794423] Predicted: 1.5604625456990187 Movie Vector: [1.9649636761161675, -1.4112637695509351] User Vector: [1.415078029517388, 0.12283593126789524] Predicted: 2.6072230274742796 Movie Vector: [2.1897303034655966, -0.4172365951094894] User Vector: [1.7349133064400417, -0.32890297251579115] Predicted: 3.9362225973713327 Movie Vector: [1.8820884246351237, -0.07130450931714319] User Vector: [1.8306547706115721, -0.7906236357002094] Predicted: 3.501829183669247 Movie Vector: [1.9574418098243294, 0.0098151192174277] User Vector: [0.5619307545021885, -0.18028121830894722] Predicted: 1.0981772714383493 Movie Vector: [2.3738019025753263, 0.30710362334159536] User Vector: [1.1284864057412602, -0.5750735862860484] Predicted: 2.5021959949425043 Movie Vector: [0.8509392278892476, -1.8453681647938807] User Vector: [1.9206678816968583, -0.34865952455851823] Predicted: 2.2777768312552613
avg loss: 11.714569986114627: 55%|████████████████████████▌ | 38206/70000 [01:01<00:51, 615.76it/s]
Movie Vector: [0.2644477445082303, -0.6011419942912318] User Vector: [1.2622892834788275, -0.575466342761987] Predicted: 0.6797465388683085 Movie Vector: [0.19430887687816925, -0.02374631541794714] User Vector: [1.8887309246261714, 0.10725048266090606] Predicted: 0.3644503808991846 Movie Vector: [1.758239054862221, 0.4923251536013108] User Vector: [0.6050476079597217, 0.468593274698817] Predicted: 1.2945185903083851 Movie Vector: [2.0059130886819836, -0.4143147601844516] User Vector: [2.000400246390417, -0.9388567488079478] Predicted: 4.401611245567121 Movie Vector: [1.4177441606461358, -0.16057786684442976] User Vector: [1.9228230152301098, -0.2000824447144241] Predicted: 2.758199913963745 Movie Vector: [0.763014864617464, 0.053402202726735806] User Vector: [2.1518311241466286, -0.9357904979712721] Predicted: 1.5919058599879703 Movie Vector: [1.1553750966735665, -1.8979574651583901] User Vector: [1.550018768807263, -0.3455897219011381] Predicted: 2.4467676774208114 Movie Vector: [2.230880431756138, 0.10403644498659391] User Vector: [0.7790481226647771, 1.0550510287579045] Predicted: 1.8477269705606276 Movie Vector: [0.9925609706095924, -0.03656056710450375] User Vector: [1.9166674115241178, 0.5446018687211558] Predicted: 1.8824983131515354 Movie Vector: [2.3344076486673013, 0.3721708078831177] User Vector: [1.795023575533702, -0.89384637857164] Predicted: 3.857653235427595 Movie Vector: [1.8477636278365035, -0.6000401737768702] User Vector: [1.7509781180391664, -0.955155263340528] Predicted: 3.808525209849126 Movie Vector: [3.0719344796601304, 0.048973083479541955] User Vector: [0.30714285253467527, 0.1931478914468398] Predicted: 0.9529817666941595 Movie Vector: [1.3407280974877465, -0.24029912079234717] User Vector: [2.2691804019734163, -0.6076021510766587] Predicted: 3.1883601858895583 Movie Vector: [2.2976544522684152, 0.20610489003577265] User Vector: [1.8832492111851662, 0.0022222371368702427] Predicted: 4.327513948751306 Movie Vector: [2.2156648829919146, 0.06952661850998404] User Vector: [1.7484564559605686, -1.0517938597122396] Predicted: 3.8008658984769745 Movie Vector: [2.4127600020511872, -0.45242397164923154] User Vector: [1.8255489331097334, -0.40570026701764034] Predicted: 4.588159973697658 Movie Vector: [2.597336607260561, -0.27879718359461414] User Vector: [1.7779632454725147, 0.5615293566650883] Predicted: 4.461416220685635 Movie Vector: [1.92742726256134, 0.014315523524370969] User Vector: [1.9066817509096083, -0.8388058894677978] Predicted: 3.6629824422883117 Movie Vector: [2.1081243548828743, -0.5744263597246843] User Vector: [2.0189131758418357, -0.2531193539524786] Predicted: 4.401518465452891 Movie Vector: [0.6922249911630052, 1.465856086322188] User Vector: [0.32094245000672306, -0.2036571932365739] Predicted: -0.07636775160938869 Movie Vector: [2.381990893009773, -0.383706554287679] User Vector: [1.9328166332630987, 0.26846756651348347] Predicted: 4.500938853405624 Movie Vector: [1.6581290779973363, -0.8072535065070499] User Vector: [1.7221593646894227, -0.8828621384705144] Predicted: 3.568256076579586 Movie Vector: [2.640427804650849, -0.265187806454725] User Vector: [1.6656478065877613, 0.30615308391901397] Predicted: 4.316834716506192 Movie Vector: [1.9794591262196943, -0.4470018353212184] User Vector: [1.5458207495270895, -0.772135717376968] Predicted: 3.4050350729357355 Movie Vector: [1.5129388052485255, -0.8041183635438272] User Vector: [2.2292040072675863, -1.189867911152836] Predicted: 4.3294438849601775 Movie Vector: [0.5406539005240348, -0.7523873036671991] User Vector: [1.5817514138307485, -0.41429434395028186] Predicted: 1.1668898759163246 Movie Vector: [1.152808556508968, -1.356782574859666] User Vector: [1.7991216697248558, -0.07165672163924891] Predicted: 2.171265446351218 Movie Vector: [2.136110790773207, 0.01566170203476238] User Vector: [1.144561982880746, -0.2038128244243519] Predicted: 2.4417191466133428 Movie Vector: [2.346429835720415, -0.1705939184521274] User Vector: [2.2810835063183887, 0.07379312049604246] Predicted: 5.339813739414975 Movie Vector: [1.1876343878804365, -0.8494737778076211] User Vector: [0.7803161992396147, -0.9234815612594469] Predicted: 1.711203722215871 Movie Vector: [0.5225473094586495, 0.5456623863165381] User Vector: [1.6803210615931812, -0.44754088241485723] Predicted: 0.6338410238895184 Movie Vector: [1.7592330873939537, -0.379717713564401] User Vector: [1.7186688311659344, 0.41841619181104855] Predicted: 2.8646590343869893 Movie Vector: [1.2792625513109064, -0.6793904897142881] User Vector: [2.003455134007368, -0.272375079880822] Predicted: 2.747994165073399 Movie Vector: [2.1433621550761135, -0.1870774137411404] User Vector: [1.0872561428734089, -1.0581485942283293] Predicted: 2.5283393718709513 Movie Vector: [2.027273892100501, -0.9615332025929068] User Vector: [0.6915219576433035, 0.16226495865771212] Predicted: 1.2458812651777422 Movie Vector: [0.8727064428766097, -0.6831149590243377] User Vector: [0.3448120327891512, -0.9137910428344116] Predicted: 0.925144013379109 Movie Vector: [1.9290210903246865, -0.04807133102822658] User Vector: [1.5669292993526323, -0.20593397752389858] Predicted: 3.0325391859024227 Movie Vector: [1.7238112544237183, -0.6018402151686153] User Vector: [1.0749449571039114, -0.32339971028461933] Predicted: 2.0476371661649067 Movie Vector: [1.8989752225041943, -0.2754443196451173] User Vector: [2.0282253351870194, -0.18971521501099292] Predicted: 3.903805635500444 Movie Vector: [1.7080585145386542, 0.19748850537363863] User Vector: [1.7751683241636145, -0.8731050459842359] Predicted: 2.8596631602613667 Movie Vector: [-0.2819743365057884, -1.110183732076924] User Vector: [1.3162781790959397, -0.6958124404015008] Predicted: 0.40132298570286545 Movie Vector: [2.2672585564111847, -0.6574813166068694] User Vector: [1.690940678976668, 0.2935889390364424] Predicted: 3.640770480614695 Movie Vector: [-0.6836451526731717, 1.2972306065965231] User Vector: [1.6797584780947845, -0.862219436501938] Predicted: -2.2668561838438848 Movie Vector: [1.45850739952626, -0.46161187034774537] User Vector: [1.9715213156687517, -0.312119588337622] Predicted: 3.0195565341713198 Movie Vector: [1.9119542115168617, -0.3226551327269739] User Vector: [0.16228701142360608, 1.026004208185612] Predicted: -0.02076018900471366 Movie Vector: [1.5975015735186964, -0.9628688554333557] User Vector: [1.9243055088764665, -0.5341196692374608] Predicted: 3.588368272943967 Movie Vector: [1.2637143630277794, -1.92211261584675] User Vector: [1.6430151421835386, 0.4690791866391763] Predicted: 1.1746788113791737 Movie Vector: [0.2222561517151701, -0.4469572577440547] User Vector: [2.158448862946718, -0.656051951095561] Predicted: 0.7729557189518308 Movie Vector: [0.010986839736301754, -1.6008226380877502] User Vector: [0.26013507922089973, -0.015087966999818674] Predicted: 0.027011221561220832 Movie Vector: [1.9011194352243694, -0.49382511328173373] User Vector: [1.600303124058987, -0.7839876547373151] Predicted: 3.4295201638109507 Movie Vector: [1.851541077533301, 0.15300739951396367] User Vector: [1.940353389773059, -0.8893195322651898] Predicted: 3.4565715371269317 Movie Vector: [1.951284103318332, -0.4329284432240354] User Vector: [1.6855276574331397, -0.6718802814452556] Predicted: 3.5798194079316934 Movie Vector: [2.2618322048753505, -0.3830056585955831] User Vector: [0.7091514116597563, 0.4606725893514135] Predicted: 1.4275412925433832 Movie Vector: [1.0383135062912545, 0.731586734668429] User Vector: [0.9310533188737573, 0.26040512641595925] Predicted: 1.1572341721894914 Movie Vector: [1.7086822319447932, -0.3404469881215069] User Vector: [1.9540158227035598, 0.13393121756254353] Predicted: 3.293195637557946 Movie Vector: [1.0845880537980215, 1.5261018855024746] User Vector: [1.8554797532037188, 0.1617047431892833] Predicted: 2.2592090878647135 Movie Vector: [2.3545743184923813, -0.028950930036376984] User Vector: [0.6500379295828088, -2.0893591373721887] Predicted: 1.5910515052485679 Movie Vector: [1.31832161770921, -0.6239901661767366] User Vector: [1.9647352949665762, -0.5511777237527963] Predicted: 2.9340824918681414 Movie Vector: [2.013362637257278, -0.49420256952689706] User Vector: [1.46488215226144, -1.3269486379317967] Predicted: 3.60512041984432 Movie Vector: [2.1465078488481226, 0.11810847686549464] User Vector: [1.4866795203327658, -0.6411504498091857] Predicted: 3.1154439560474545 Movie Vector: [0.6469117159267035, 0.2063645419464613] User Vector: [1.5097419828068128, -0.7639884034332398] Predicted: 0.8190096597772302 Movie Vector: [1.9802460965072834, 0.002498942708256996] User Vector: [1.809664262644077, -0.12941309725445113] Predicted: 3.583257196173928 Movie Vector: [0.7836797847232597, -0.8852065172675405] User Vector: [2.349377590209291, -0.4546678736772173] Predicted: 2.2436346891001153 Movie Vector: [-0.3525868977404145, 0.9804076944068332] User Vector: [1.6872634214188433, 0.6855302515639182] Predicted: 0.07719215795296974 Movie Vector: [2.2490507413333285, -0.2242832132158668] User Vector: [1.7735919313646265, -0.06872698020380778] Predicted: 4.004312556013156 Movie Vector: [1.3418348850005941, -0.8221553539688023] User Vector: [1.4738845246570327, -0.4126856976953021] Predicted: 2.317001427513868 Movie Vector: [1.7377870273929836, -1.42663105152573] User Vector: [2.4003347450391077, -0.008830189623972924] Predicted: 4.183868004038026 Movie Vector: [1.0319266918078585, -0.9738885599901363] User Vector: [1.7000131888212626, 0.2044886775006557] Predicted: 1.5551398023046528 Movie Vector: [1.3314634760692083, -0.15615317816906518] User Vector: [1.7407671255778683, 0.31120549127342345] Predicted: 2.2691721215229026 Movie Vector: [1.841733675960528, -1.050493156084028] User Vector: [2.4347299952786456, 0.3649614826463463] Predicted: 4.100734684421632 Movie Vector: [1.9573981216698677, -0.2698533464791646] User Vector: [-0.7287922609265451, -0.4440821680412907] Predicted: -1.3066995434674906 Movie Vector: [2.3109841139599046, -0.2568473312507784] User Vector: [1.9924339401534361, -0.20953126092029845] Predicted: 4.658300728990119 Movie Vector: [-0.36337852478027344, 0.9236049652099609] User Vector: [1.4795180207735987, -0.2888636606442682] Predicted: -0.8044209870143115 Movie Vector: [1.5891592287419414, -0.6104478644118225] User Vector: [1.7591612353812396, -1.040829326574176] Predicted: 3.4309593516755728 Movie Vector: [0.8457115375902745, -0.5947211126682533] User Vector: [1.9023121467610224, -0.8924631793266447] Predicted: 2.1395740256385096 Movie Vector: [2.2816708515399977, 0.5694722141629901] User Vector: [1.6938595425204432, -0.06341340228185051] Predicted: 3.828717774166717 Movie Vector: [1.799958817289244, 0.5867471350849642] User Vector: [2.0133361332198456, 0.006073949684722856] Predicted: 3.627485997732254 Movie Vector: [2.2533589526752826, 0.6747141262040804] User Vector: [1.6905999456454681, -0.2362460374513801] Predicted: 3.6501299841843777 Movie Vector: [1.816157103286193, -0.35591712764561123] User Vector: [0.9369339053057943, -1.0505628573723353] Predicted: 2.0755324820379193 Movie Vector: [1.3687440902880994, 0.18234934918719445] User Vector: [1.6675321824250422, -0.545918413211953] Predicted: 2.1828769527009877 Movie Vector: [1.779128640694158, -1.0554641487486929] User Vector: [2.0878164464498234, 0.4784744615311356] Predicted: 3.2094813961532327 Movie Vector: [2.2153653976932346, -0.25715301685875736] User Vector: [1.6087707889943246, -0.08465033084154305] Predicted: 3.585783226711665 Movie Vector: [1.9416447106952304, -0.6512521275396274] User Vector: [1.9485008148787042, -0.6278315330011942] Predicted: 4.1921729225980755 Movie Vector: [1.6198979664105517, -0.24888561780729646] User Vector: [2.02986677190756, -0.28225827836213624] Predicted: 3.3584270818887916 Movie Vector: [2.36503202725573, 0.8463796218334099] User Vector: [1.9873308606434275, -0.388296765400375] Predicted: 4.371454664716694 Movie Vector: [1.5778791002999684, -0.641919996590577] User Vector: [2.1636946741431964, 0.08238675155948615] Predicted: 3.361162902480726 Movie Vector: [1.0455200360659214, -0.2693594405853092] User Vector: [2.027968711570934, -0.21348066548351355] Predicted: 2.177784953092622 Movie Vector: [2.4445064119446958, 0.22247396150437604] User Vector: [1.8257841429733683, -0.24952949795349366] Predicted: 4.407627228403438 Movie Vector: [1.4959142847519686, 0.6610427658969277] User Vector: [1.8015923943740808, -0.28952318102216] Predicted: 2.503640593670524 Movie Vector: [1.1364303845737875, -0.6966304668577296] User Vector: [1.7479304268474178, 0.30740036796231335] Predicted: 1.7722567853446116 Movie Vector: [2.3990813299347185, 0.29422129629107663] User Vector: [1.727331731600994, -0.6574349710669747] Predicted: 3.9505779384733413 Movie Vector: [2.0563837794428688, 0.685510301694795] User Vector: [2.0856665673151276, -0.49561097476288074] Predicted: 3.949184469520163 Movie Vector: [1.956343597777465, 0.0015943694725531771] User Vector: [1.7148570573797257, -0.6139798903286121] Predicted: 3.3538707145144278 Movie Vector: [1.5340364848542445, -0.048027113599272996] User Vector: [0.9661414465083733, 0.2742405111896916] Predicted: 1.46892524828927 Movie Vector: [1.660464114025397, -0.31665111108483257] User Vector: [1.5642632453042862, -0.03289969775411621] Predicted: 2.60782070956487 Movie Vector: [1.3002210795581366, -0.9198076041672896] User Vector: [1.725799561752081, -0.9772291715381995] Predicted: 3.142783792277186 Movie Vector: [1.392137739611496, -0.6947361732327605] User Vector: [1.687642495210182, -1.2008738749167769] Predicted: 3.183721328949086 Movie Vector: [1.7784364519784823, -0.4432732252900442] User Vector: [2.351139409404576, -0.008770429105978271] Predicted: 4.185239725765243 Movie Vector: [-0.9775724027965491, -0.8996737456462925] User Vector: [0.1482699856881425, -0.049403499517135435] Predicted: -0.10049761471315138 Movie Vector: [2.354645099418036, 0.2061721390922427] User Vector: [1.9538967138021668, -0.5519553008825332] Predicted: 4.486935516857023 Movie Vector: [-0.2172363879636573, -1.0198928162457297] User Vector: [1.093458566021245, -0.8512055686780982] Predicted: 0.6305994553727778 Movie Vector: [1.4122179885943145, 0.07692733486126124] User Vector: [-1.8386611166580693, 0.6671329901214463] Predicted: -2.545269540945368 Movie Vector: [0.3968020015264966, -1.2657689004511898] User Vector: [0.774500869302086, -0.6497397202191975] Predicted: 1.1297438263643964 Movie Vector: [2.629564195811191, -0.47245817384575783] User Vector: [1.8957609917965512, 0.03409154357992583] Predicted: 4.96891839942037 Movie Vector: [2.2313328617353574, 0.0601014573741286] User Vector: [1.8885561695452324, -1.033564791307551] Predicted: 4.151878692091157 Movie Vector: [1.0306614232965612, -0.1424424712873677] User Vector: [-1.1083337702682314, -2.038499317372478] Predicted: -0.8519479806681516 Movie Vector: [2.316846987422799, -1.1001449102568368] User Vector: [2.2193746477770495, -0.2783894409513886] Predicted: 5.448220193196709 Movie Vector: [1.659522602588283, 0.6669768367968935] User Vector: [1.796470230798195, -0.02950676815289978] Predicted: 2.9616026219998735 Movie Vector: [2.425397608841656, -0.3776773763671361] User Vector: [1.764134666201783, -0.7959533378608604] Predicted: 4.5793415694344315 Movie Vector: [2.616679727373876, -0.26955280310451896] User Vector: [1.7493670030991741, -0.6619455703096941] Predicted: 4.7559624567259995 Movie Vector: [1.4018293621296385, -0.6762991667831627] User Vector: [2.1245072238304106, 0.04231328932597977] Predicted: 2.9495801641069788 Movie Vector: [1.1922456409745756, -0.17435491142634274] User Vector: [1.4515570200368781, 0.5576537283703263] Predicted: 1.6333828633484346 Movie Vector: [2.197493766475855, -0.7205539612605566] User Vector: [1.7326935876501206, 0.006806973429259455] Predicted: 3.802678566405177 Movie Vector: [1.548974084089639, 0.14241652594115456] User Vector: [2.2113572534526815, 0.013241005569470856] Predicted: 3.4272208142750187 Movie Vector: [1.5361549646613335, 0.6545759259556425] User Vector: [1.6656547351388682, -0.14565105054223698] Predicted: 2.463364119520134 Movie Vector: [2.0772468430821833, -0.3200793963050737] User Vector: [1.6306749349736875, 0.2072812049527851] Predicted: 3.3209679178206613 Movie Vector: [2.071645963471776, -0.56985291546879] User Vector: [2.211755730845297, -0.8347381267801891] Predicted: 5.057652787189874 Movie Vector: [1.7256165157176633, -0.30731345218593004] User Vector: [1.6715651481952574, -0.08321418645164619] Predicted: 2.910053265733078 Movie Vector: [2.311548377491421, -0.1717223346819761] User Vector: [1.835005395057548, -0.2747580152544053] Predicted: 4.288885831485351 Movie Vector: [1.6334222895421604, 0.8446415110870887] User Vector: [1.83897209897048, -0.27016828123208947] Predicted: 2.7756226709968406 Movie Vector: [0.9992189931160805, -0.24213355385944463] User Vector: [1.633623775969763, -0.15929986543376506] Predicted: 1.670919747101805 Movie Vector: [1.313643668443061, 0.3026032735931482] User Vector: [1.5977055824635473, -0.027155669871996562] Predicted: 2.090598427839491 Movie Vector: [1.4457488369295788, -0.7307184049230685] User Vector: [1.8786740721370634, -0.13076783552770674] Predicted: 2.8116453189539627 Movie Vector: [2.193939186174189, 0.8174782153235546] User Vector: [2.043852357368546, -0.5287822521824282] Predicted: 4.051819805776484 Movie Vector: [0.9813001606856488, -0.9165973278246815] User Vector:
avg loss: 11.689097591572631: 55%|████████████████████████▋ | 38340/70000 [01:01<00:49, 643.78it/s]
[1.7392778704501892, 0.35578354170944376] Predicted: 1.3806434101348866 Movie Vector: [1.761855857687238, -0.14899085029785447] User Vector: [1.8831878129210815, -0.1743230403042639] Predicted: 3.3438780173216656 Movie Vector: [2.0062044692112244, -0.016257597980270953] User Vector: [-0.3292335345186673, 0.4248480684959082] Predicted: -0.6674167974658594 Movie Vector: [2.2533534405131173, 0.3501385301041553] User Vector: [1.5964882545734447, -0.3663858483409166] Predicted: 3.4691664987928004 Movie Vector: [2.2801004003982905, -0.371138437017847] User Vector: [2.2495005709040665, -0.7286962374340166] Predicted: 5.399534335036592 Movie Vector: [2.331812877922265, 0.8528701808495167] User Vector: [2.3609143303571702, 1.155677987802982] Predicted: 6.490853733659405 Movie Vector: [1.6049467250556784, 0.23501678571287035] User Vector: [2.1807943445445392, -0.49152279015676903] Predicted: 3.384542635049437 Movie Vector: [1.7476348635092653, -0.030974618032576638] User Vector: [1.9286465059705136, -1.0358824046853532] Predicted: 3.402655935031196 Movie Vector: [1.4574098581329928, -0.7163637098376874] User Vector: [1.2737666845472806, 1.3031590675582407] Predicted: 0.922864258875942 Movie Vector: [2.2189039702655338, 0.014799337719463988] User Vector: [1.509984755182524, 0.11061583512957664] Predicted: 3.3521482094161357 Movie Vector: [2.2690972252070645, -0.20605863321821646] User Vector: [1.9782501965091084, -0.6264203123501193] Predicted: 4.617921345047142 Movie Vector: [0.9090051793909768, -0.061125313552795754] User Vector: [1.9756237750757557, -1.0367150173764428] Predicted: 1.8592217745738433 Movie Vector: [1.5267347342250435, -0.3114382540300639] User Vector: [1.965144047249173, -0.36092730157220365] Predicted: 3.1126602433243216 Movie Vector: [0.5487504532595374, -1.2795146239310198] User Vector: [1.7916788433830013, -0.45272772640497294] Predicted: 1.5624563239961504 Movie Vector: [0.5331917338625667, -0.3832241714499589] User Vector: [2.5092593199682236, 0.32245123996799946] Predicted: 1.2143452182549137 Movie Vector: [1.0937579275457943, 0.6999375121046992] User Vector: [1.6255650230075462, 0.31254719690212385] Predicted: 1.9967381380706353 Movie Vector: [1.2161930965013337, -0.1651548678351238] User Vector: [1.861383872522608, 0.24967920974863506] Predicted: 2.2225664788137003 Movie Vector: [2.088099831955176, -0.3259090264597994] User Vector: [1.9244474390324886, 0.24894461383129593] Predicted: 3.9373050773141403 Movie Vector: [1.5957645154453353, -1.0326476436221765] User Vector: [0.8322638056040245, 0.6702960842052487] Predicted: 0.6359173765886748 Movie Vector: [1.4823042230692582, -0.8207577852661324] User Vector: [1.624575835321578, 0.24101797851496656] Predicted: 2.2102982391381785 Movie Vector: [1.084381969215393, -1.6352193358103113] User Vector: [1.8582929890905238, -0.718031737654039] Predicted: 3.1892387920265026 Movie Vector: [1.3131763423349778, 0.3239466556204046] User Vector: [1.198226721864805, -0.20341936114736642] Predicted: 1.5075859621743268 Movie Vector: [1.2463822293590658, -0.852235450000467] User Vector: [1.7413781171021308, 0.2056469003670192] Predicted: 1.9951631610753584 Movie Vector: [2.004528158679254, 0.5507145687189152] User Vector: [2.07027095407903, -0.11755252074655946] Predicted: 4.085178537782417 Movie Vector: [0.9164454615201775, -0.05818802747635547] User Vector: [2.221441713169229, 0.029350220160622643] Predicted: 2.0341223446484045 Movie Vector: [2.2909787651551774, -0.47854696880181324] User Vector: [1.3613853258644166, 0.16139876490991198] Predicted: 3.0416679830332454 Movie Vector: [1.9486203989935305, -0.09084568402754076] User Vector: [2.0428568025923077, -0.4163778499945976] Predicted: 4.018578568350747 Movie Vector: [1.4185340959559158, -0.9854656976831253] User Vector: [1.863743296680762, -1.175195818669243] Predicted: 3.8018985798101204 Movie Vector: [-0.20356128266702989, 0.16359685131258586] User Vector: [0.9150603059527529, -0.9321540973104454] Predicted: -0.3387683248555418 Movie Vector: [1.0336508432751264, -0.3847393322814912] User Vector: [2.0877879956267247, -0.1053468229692229] Predicted: 2.198574888586405 Movie Vector: [1.7965960690881286, -1.267285700156383] User Vector: [1.425482998937335, 0.638779980377668] Predicted: 1.7515004177639795 Movie Vector: [1.9793712280474007, -0.5295348034944283] User Vector: [1.6034559670325288, -0.15198951721135426] Predicted: 3.254318345714837 Movie Vector: [1.343585971909546, -0.1261295366947145] User Vector: [2.3366177617787995, -0.4501716344190438] Predicted: 3.1962267861230527 Movie Vector: [2.309705049792477, -0.5459961016351851] User Vector: [1.7925532487111957, 0.19377980850663393] Predicted: 4.034466270549923 Movie Vector: [1.2723081584898053, -0.08231888869397755] User Vector: [1.4291148560295552, -0.24794525798108247] Predicted: 1.838685068839331 Movie Vector: [0.7035703775098947, -0.17843601138364154] User Vector: [1.855363822981163, -0.32845151235945486] Predicted: 1.3639866031514043 Movie Vector: [1.92382109119953, -0.43271206266347917] User Vector: [1.7242870808931225, 0.3068981490996446] Predicted: 3.184421322380548 Movie Vector: [1.5712406673659884, -0.5060141173185131] User Vector: [2.2252442772475356, -0.4850138636323393] Predicted: 3.741818165327924 Movie Vector: [0.3661172077359225, -1.3064330413534058] User Vector: [1.9808493127237015, -0.6315414403672837] Predicted: 1.5502896239997637 Movie Vector: [1.435070464006184, -0.3687957625654251] User Vector: [1.5732328519604013, -0.743734845168502] Predicted: 2.5319862582229815 Movie Vector: [2.2407128631553292, 0.08991558197326627] User Vector: [1.0942149961813616, -1.0813856501781507] Predicted: 2.354588196927729 Movie Vector: [0.9426506645874211, -1.519333662567488] User Vector: [1.966090486128197, -0.8373130171902154] Predicted: 3.125494356510795 Movie Vector: [1.7650952679584135, -0.05602673815130346] User Vector: [1.5587466543566884, -0.23857936437054417] Predicted: 2.7647031671268922 Movie Vector: [1.9469124980303318, -0.09049757733197698] User Vector: [-0.4786538206312529, 1.106694782939579] Predicted: -1.032050302318925 Movie Vector: [1.4270635013190371, 0.4564740180375286] User Vector: [1.840912996946562, 0.5547723528289719] Predicted: 2.880338912038257 Movie Vector: [0.4135924923552678, -0.35186364660071184] User Vector: [1.8751059420284908, 0.8030775039215382] Predicted: 0.4929559609609059 Movie Vector: [-0.8470761037524475, 0.7225872691828064] User Vector: [1.4500120681381266, -0.21386791241217176] Predicted: -1.3828088038682114 Movie Vector: [3.1002271955316925, 0.06676505997777357] User Vector: [1.9481819454397304, -0.46909643629488934] Predicted: 6.008487397391504 Movie Vector: [1.8972965523119192, -0.44689696190218325] User Vector: [1.5178675903097272, -0.43852191779902183] Predicted: 3.075819058752548 Movie Vector: [2.23676969220208, -0.22168928860045484] User Vector: [1.7359638165482294, -0.6670412885520257] Predicted: 4.03082716034076 Movie Vector: [1.6354587682915738, -0.5111502681681203] User Vector: [1.5288415943917824, 0.6697078083862432] Predicted: 2.158036065025998 Movie Vector: [0.6783098505172964, 1.1520239301630877] User Vector: [1.1317205461724331, -0.7745586829913892] Predicted: -0.12465294362010915 Movie Vector: [-0.12211799236216564, -0.5120289098019316] User Vector: [1.7613796113143707, 0.3752155009900055] Predicted: -0.40721732583406073 Movie Vector: [1.7036288539564748, -0.6561672062647521] User Vector: [0.5131039915545028, -0.9945253293482169] Predicted: 1.5267136720104424 Movie Vector: [1.4938970074869047, -1.8430661827948738] User Vector: [1.957540818430974, -0.7954308207721372] Predicted: 4.390396017205394 Movie Vector: [1.771095351065865, -1.1133807456348213] User Vector: [2.34834937319023, 0.8108687678593365] Predicted: 3.256344984164438 Movie Vector: [1.5190170030339323, -1.0488258677538227] User Vector: [1.59677262941908, -0.45710753226913425] Predicted: 2.904950978255766 Movie Vector: [1.5511570636247978, -0.13661605625173356] User Vector: [2.2578161112582595, -0.6055653256588892] Predicted: 3.584957355938436 Movie Vector: [1.769845810816729, -0.2697362573625355] User Vector: [2.1248121379899962, -0.5249055242226905] Predicted: 3.9021759127668805 Movie Vector: [2.3726195464928272, -0.45637663588743843] User Vector: [1.9909097624713847, 0.4030528231307197] Predicted: 4.539727526237667 Movie Vector: [1.8602124779852078, 0.22001249980219814] User Vector: [2.4014401308563724, 0.296695815192519] Predicted: 4.532465684534812 Movie Vector: [2.2720824034196863, -1.0945298206515148] User Vector: [0.5518773020843686, -1.6601144401044736] Predicted: 3.0709554673011636 Movie Vector: [0.7950846865595729, 0.13138323218960624] User Vector: [0.545701043533898, -2.108419132446057] Predicted: 0.15686762272221272 Movie Vector: [0.9209483761994284, -0.1665789376273287] User Vector: [2.2200345061142035, 0.0294395681973808] Predicted: 2.0396331615180485 Movie Vector: [2.551042354082689, 0.5368184713964829] User Vector: [1.5073385399004715, -0.8527808458941057] Predicted: 3.3874959470981887 Movie Vector: [0.5722015060917769, 0.19374336140950357] User Vector: [1.8115252990890587, -0.5684494282900989] Predicted: 0.9264242014338817 Movie Vector: [1.4717637226726374, 0.05002817779056343] User Vector: [0.17096828588200622, 0.018670216354352676] Predicted: 0.252558957791825 Movie Vector: [0.2698478917617896, 1.0398239608182678] User Vector: [1.5177287465987628, -0.5547647196018377] Predicted: -0.16730174552267912 Movie Vector: [2.446592537479453, -0.4599427340380051] User Vector: [2.301105352574296, 0.48234492048222904] Predicted: 5.408016142086357 Movie Vector: [0.7972321368494301, -0.4605612709473377] User Vector: [-0.7125167644587742, -0.2344757621042068] Predicted: -0.4600508076694515 Movie Vector: [1.0528392035423455, 0.1454399261322201] User Vector: [1.9105882570254784, -0.840109186037047] Predicted: 1.889356800863835 Movie Vector: [2.032258887448404, -0.050098074359325444] User Vector: [1.9965479675862943, -0.8816194440597518] Predicted: 4.101669787809428 Movie Vector: [1.6413126358622872, -0.03708075895509155] User Vector: [1.8771454132348164, 0.5421402921639709] Predicted: 3.0608795125996635 Movie Vector: [2.0009419289222103, -0.16908558216918684] User Vector: [-0.539759174067934, -1.4251336717208296] Predicted: -0.8390572063611237 Movie Vector: [-0.24290077990724557, -1.9733363565557405] User Vector: [1.7100281391615124, -1.07689561797955] Predicted: 1.7097101065089404 Movie Vector: [0.9534037717097079, 0.24340178610587312] User Vector: [0.48057372504500895, 0.5107474532806965] Predicted: 0.5824976444200431 Movie Vector: [0.36104130756646824, 1.1980406425167414] User Vector: [1.872648909136543, 0.5422418777979113] Predicted: 1.325731418444072 Movie Vector: [1.6140908394252922, -0.7846773766334936] User Vector: [1.6405579190373436, -0.7753269846954545] Predicted: 3.2563910530487825 Movie Vector: [1.1609134576510858, 0.3786686975407181] User Vector: [2.1199300399842103, -1.0009635832346389] Predicted: 2.0820217363473232 Movie Vector: [0.8258075332017519, -0.7372273611476677] User Vector: [1.930338535621104, 0.24802513597655249] Predicted: 1.4112371878512608 Movie Vector: [2.3268713398833287, -0.23273024798192982] User Vector: [1.5489143470831734, -0.3737781454126807] Predicted: 3.691113882634054 Movie Vector: [-0.264502677412851, 0.15011106388800818] User Vector: [1.3591831502475795, -0.13638748361643716] Predicted: -0.37998085260158976 Movie Vector: [2.46725133048282, 0.8780299241159213] User Vector: [0.912214362178468, 0.9898208649375432] Predicted: 3.1197544376998283 Movie Vector: [-1.8249067415291158, -0.38485582933179924] User Vector: [1.0400340936607977, 0.427690308082423] Predicted: -2.0625643371559472 Movie Vector: [1.7795317351159905, 0.8839295721376297] User Vector: [1.4155068537061277, -1.4167673980995097] Predicted: 1.2666167674235997 Movie Vector: [1.8211944269125266, -0.5403590865594271] User Vector: [2.0706102350983553, -1.105576223939475] Predicted: 4.3683919789589165 Movie Vector: [2.0049834245840863, 0.17914277984396232] User Vector: [0.13158132823630292, -0.13968254145225364] Predicted: 0.23879526332711914 Movie Vector: [1.0622119601400277, 0.33478912839905034] User Vector: [1.6772518568006598, 0.21185105444300945] Predicted: 1.8525224123281248 Movie Vector: [1.6682110953345206, -0.4269185936973184] User Vector: [2.0031863857991214, -0.897102980991843] Predicted: 3.724727697859862 Movie Vector: [1.3945752357487156, 0.06299276722415062] User Vector: [1.492166979177368, -0.38263583749081154] Predicted: 2.0568358265200497 Movie Vector: [0.8023922203969882, 0.23269789152164] User Vector: [1.9205198049756764, 0.10336559180213162] Predicted: 1.5650631058990663 Movie Vector: [2.171710832309497, 0.19617040117314372] User Vector: [1.9127852750634995, 0.08864857705182229] Predicted: 4.171406728661187 Movie Vector: [1.8580705990007664, -0.8410679070895242] User Vector: [1.3211529184870474, 0.07570663530864291] Predicted: 2.3911209733130088 Movie Vector: [1.7257229899046662, -0.6310170801733549] User Vector: [2.040052078529635, 0.3936002309881938] Predicted: 3.2721963040076627 Movie Vector: [2.219647594298825, 0.3578738485594555] User Vector: [1.9813823411983589, -1.037102247469119] Predicted: 4.026818774375676 Movie Vector: [1.9972385116260134, -0.05703681843777962] User Vector: [1.6721691472787978, -0.3807779895221079] Predicted: 3.3614389839515217 Movie Vector: [-0.11111542317735151, 1.6067509122610262] User Vector: [1.364882644998385, 0.4890530105229355] Predicted: 0.6341268581153094 Movie Vector: [2.0141835016531995, 7.200374318337092e-05] User Vector: [1.9555558716470276, 0.14387085349447404] Predicted: 3.9388587324724713 Movie Vector: [0.16566579430434897, -0.9200762133922624] User Vector: [1.4742999815906395, -0.7183102933531527] Predicted: 0.9051412922421542 Movie Vector: [2.0590030183099723, -0.47586705333962287] User Vector: [2.1007938079124346, -0.46731605432481027] Predicted: 4.54792110508845 Movie Vector: [0.9498976228375897, -0.23732406971508682] User Vector: [2.032243767763893, -0.2742639110490381] Predicted: 1.995512951571563 Movie Vector: [0.7846286650696969, -1.7984878776641162] User Vector: [1.7652181545702108, -0.31366046104212236] Predicted: 1.949155301064013 Movie Vector: [1.4753016789709126, -0.2584696992191763] User Vector: [1.5319034727773246, -0.5001442449993616] Predicted: 2.389291897980946 Movie Vector: [1.9315639198411862, -0.006006344578636583] User Vector: [1.0705590259627964, -0.10991990595608397] Predicted: 2.068513405441285 Movie Vector: [1.9895813536308902, -0.3620715079330961] User Vector: [1.5770815638524367, -0.14971824070925882] Predicted: 3.191940781774544 Movie Vector: [1.485348505830997, -1.2181374975964532] User Vector: [1.9893790890645493, 0.19531756227950417] Predicted: 2.7169976109216636 Movie Vector: [1.780426154722249, 0.10249294484642443] User Vector: [1.4391201430444562, -0.6098811225901749] Predicted: 2.499738630203464 Movie Vector: [2.2743861634199707, 0.017641861346522156] User Vector: [2.168520278156781, 0.9239164655988641] Predicted: 4.9483521219172735 Movie Vector: [2.5025349826045757, 0.515981752745463] User Vector: [1.6256606134209712, 0.019133651752889305] Predicted: 4.078145170096271 Movie Vector: [3.011814933240619, 0.0880535629651834] User Vector: [1.7998545642828723, -1.0564609607581683] Predicted: 5.3278037026400655 Movie Vector: [2.08185941506544, -0.9487247624135074] User Vector: [2.2122462092711417, -0.5382310574466622] Predicted: 5.1162187313136105 Movie Vector: [2.0897549322421263, 0.5458752881176624] User Vector: [1.9787035709372334, -1.0375341456790952] Predicted: 3.5686412961067027 Movie Vector: [2.41385578975629, -0.44802850048927134] User Vector: [2.107674737893548, -0.49057676166664665] Predicted: 5.307415239891802 Movie Vector: [1.7497258671316174, -0.7532429416701837] User Vector: [1.7881866470470216, -0.4948700921074538] Predicted: 3.5015938355211427 Movie Vector: [1.982091552128599, -1.5049609223929232] User Vector: [1.4798585171310445, -0.4440532346563371] Predicted: 3.601497830770961 Movie Vector: [2.750152556108573, 0.5616820413930469] User Vector: [1.8960115596025542, -0.23274393831421195] Predicted: 5.083592946658182 Movie Vector: [0.6619962557484789, 0.7179294472884602] User Vector: [1.865895394657317, 0.4526708615174566] Predicted: 1.5602015062942929 Movie Vector: [2.3115047927289565, -0.48769934807800575] User Vector: [1.8704590479360188, -0.1559551735311476] Predicted: 4.399634290367882 Movie Vector: [1.1835961244617361, 0.35921772645361577] User Vector: [2.031381748072664, -0.42258092218740695] Predicted: 2.252537006210279 Movie Vector: [1.732714447576415, -0.1462932865315553] User Vector: [1.4275300140211522, -0.8082395931375812] Predicted: 2.591741906028436 Movie Vector: [1.4269386880200692, -1.285610027289199] User Vector: [1.7328609199406204, -0.6667337562459775] Predicted: 3.3298458901833405 Movie Vector: [2.245352490726234, -0.2587308782692112] User Vector: [2.1503016197894067, 0.20821209679742889] Predicted: 4.774314199136127 Movie Vector: [2.1855825544280965, 0.2617022736677334] User Vector: [1.8882280408298333, -1.3172473334349992] Predicted: 3.782151642676929 Movie Vector: [0.9693662232974721, -0.9211418469263679] User Vector: [2.051240354661296, -0.048083089739530835] Predicted: 2.0326944617619853 Movie Vector: [0.4220867156982422, -1.252279281616211] User Vector: [1.8826321835331095, -0.07243085974372536] Predicted: 0.8853377002220174
avg loss: 11.661832985968552: 55%|████████████████████████▋ | 38471/70000 [01:01<00:51, 617.92it/s]
Movie Vector: [2.1330922098511684, -0.563494975568424] User Vector: [1.9710233835031516, 0.2288702409954899] Predicted: 4.075407393926972 Movie Vector: [1.1521804033025602, -1.6614161883645777] User Vector: [1.2291997191685393, -1.0705377451180063] Predicted: 3.1948685681653695 Movie Vector: [0.3248912584324648, -2.5796475234559257] User Vector: [1.498168488292862, 0.260721925789803] Predicted: -0.18582882466899364 Movie Vector: [1.5015139934782138, -0.2453239617304077] User Vector: [2.3550369641058984, -0.16543851184875688] Predicted: 3.5767069879129765 Movie Vector: [0.8530623193939774, -1.2500768648714609] User Vector: [2.171580001974659, -0.1365353822226399] Predicted: 2.023172795786985 Movie Vector: [1.172326495958583, 0.4005448546213089] User Vector: [2.041266799273553, 0.7432286464984543] Predicted: 2.6907275642710724 Movie Vector: [2.218500837191038, -0.6659468572574987] User Vector: [1.9069567510785816, -0.7095995610661042] Predicted: 4.703140746358208 Movie Vector: [1.8850016949595527, 0.29527987938168343] User Vector: [1.7944744115029854, 0.25876528598390086] Predicted: 3.4589954896781663 Movie Vector: [2.5033850994706532, 0.9172377681884238] User Vector: [1.7496901062525356, -1.1961851419396874] Predicted: 3.2829619507509102 Movie Vector: [2.3413901891131577, 0.2536978456052052] User Vector: [1.9061676481926375, -0.5456599661291495] Predicted: 4.324649472443168 Movie Vector: [2.234361524630748, -0.22076395410643032] User Vector: [1.3747702921596332, -0.3345027744312877] Predicted: 3.1455800011498796 Movie Vector: [2.200601207981361, -0.3485473576937572] User Vector: [1.9985216688851772, -0.8459901426234985] Predicted: 4.692816827572032 Movie Vector: [1.6271880959109446, -0.511301982940731] User Vector: [1.6036524213495118, -0.09987746920911131] Predicted: 2.6605116780564084 Movie Vector: [1.2263217566912328, 0.15704288207697903] User Vector: [1.0800718027616822, -0.9140544486893714] Predicted: 1.1809698055179099 Movie Vector: [1.590637557971417, -0.33758807220695836] User Vector: [1.5154208489051662, 0.16744816599277476] Predicted: 2.3539568148493935 Movie Vector: [-0.6971100221787029, 1.2022491929344679] User Vector: [1.6859667787983228, -0.3874859279930414] Predicted: -1.6411589827637523 Movie Vector: [1.3239245423664583, -0.21392577255274559] User Vector: [1.6083545435677902, -0.48618365524397644] Predicted: 2.233347267106586 Movie Vector: [0.6076615797827737, -0.8098439485568772] User Vector: [2.504016121405216, -0.052431875837346195] Predicted: 1.5640560294929877 Movie Vector: [-0.9635575689893318, -0.9043434826265326] User Vector: [0.5776702621495826, 0.48159127617755537] Predicted: -0.9921424853752485 Movie Vector: [0.9130344255312879, -0.0582330949011077] User Vector: [1.935912708200899, -0.8385887832428981] Predicted: 1.8163885676085156 Movie Vector: [1.5258467284707735, -1.0507810108236573] User Vector: [1.3992865648132689, -0.49691263863673557] Predicted: 2.657243191831193 Movie Vector: [2.9042715232805403, 0.15117833785770535] User Vector: [0.5360257269849683, 0.4649392869756723] Predicted: 1.6270530032379218 Movie Vector: [2.4043425716973292, -0.46879893715046006] User Vector: [1.8107164380589085, 0.26891261816600764] Predicted: 4.227516667714611 Movie Vector: [1.0831517545323004, -0.8467567287151985] User Vector: [2.2799659430209203, -0.22825433805614037] Predicted: 2.662825008064471 Movie Vector: [1.3022413108365443, -0.6307686723725079] User Vector: [1.614443388581366, -0.7477938091003727] Predicted: 2.5740797827922135 Movie Vector: [2.0935292207083176, -0.3252066861105248] User Vector: [2.0524385880872402, 0.21790827611835167] Predicted: 4.225974929517453 Movie Vector: [1.083908126827579, -0.33797528738904176] User Vector: [1.6698751035623967, -0.1697584146835625] Predicted: 1.8673653445277119 Movie Vector: [2.715365170911763, 0.5820689913466799] User Vector: [1.8800627494665436, 0.3249074021860716] Predicted: 5.294175432901577 Movie Vector: [0.16337571182084254, 0.061319718244377056] User Vector: [1.6945692765598328, -0.8015841749935239] Predicted: 0.22769854602793857 Movie Vector: [0.9651897661121193, -0.6168061199627239] User Vector: [-1.486260293778346, 0.6863292164306979] Predicted: -1.857855286337327 Movie Vector: [1.2665084944801244, -0.23285714866880708] User Vector: [2.059774241341668, 0.2054250930368459] Predicted: 2.5608868719409923 Movie Vector: [1.286343785635503, -0.7765077166987486] User Vector: [2.087294761978414, -0.6091877731670945] Predicted: 3.158017652643245 Movie Vector: [1.8231793289248832, -0.197512734232248] User Vector: [0.8251935186272258, -0.34766580343550413] Predicted: 1.5731441889595463 Movie Vector: [1.253080166474355, 0.19388056278078575] User Vector: [1.578294375943406, 0.05003501691103878] Predicted: 1.9874301965901597 Movie Vector: [1.1344098461712595, -0.11571894711921953] User Vector: [2.0218987618676847, -0.530700137990157] Predicted: 2.355073924628426 Movie Vector: [1.3509354044599498, 0.0474253979965584] User Vector: [2.01926809999343, -1.0269380831244534] Predicted: 2.6791978200676985 Movie Vector: [1.9711607369685404, -0.5758699421594964] User Vector: [2.074282215343301, -0.48437887616361436] Predicted: 4.367682895676461 Movie Vector: [2.9856309097514924, 0.22174803858336367] User Vector: [0.6413677026293281, -0.1798829009172254] Predicted: 1.8749985570333452 Movie Vector: [1.4510850174948282, -0.7581832081307838] User Vector: [0.7695874550004971, 0.27245572439074073] Predicted: 0.9101654704110282 Movie Vector: [2.4784477022523923, -0.2172469824608233] User Vector: [1.7470162844344648, -1.071438454803181] Predicted: 4.562655267152589 Movie Vector: [1.1863106635063108, -0.8746607494202834] User Vector: [1.5396141649620783, -0.8262550817609554] Predicted: 2.5491535906052327 Movie Vector: [1.2868291292452958, -0.9286053642580512] User Vector: [2.167886239388961, -0.9853211497285767] Predicted: 3.704673666890622 Movie Vector: [1.6117572337014696, -0.6854100698204434] User Vector: [1.6236586927777135, -0.24694203877778872] Predicted: 2.7862002031870388 Movie Vector: [1.5998667553393953, -0.07905062938052072] User Vector: [0.8959928896347278, -0.15829820363311073] Predicted: 1.4459828097740839 Movie Vector: [1.8298846007972858, -0.5934904009790579] User Vector: [1.7072769348608923, 0.04429494713306015] Predicted: 3.0978311464629917 Movie Vector: [2.4672862437526346, -0.4594510639586091] User Vector: [1.2893729336702597, -0.543623136210165] Predicted: 3.4310203306358864 Movie Vector: [0.17830340873386777, -1.0649035441982142] User Vector: [1.6182761716089271, 0.01165344360086284] Predicted: 0.27613436427799243 Movie Vector: [2.5582441267897504, -0.17580162874420988] User Vector: [1.8401052580820103, -0.7633562654274129] Predicted: 4.841637743937477 Movie Vector: [1.732537409430857, -0.03533448819635539] User Vector: [1.5048269925079547, -0.8878514875926105] Predicted: 2.6385408371498174 Movie Vector: [2.328518186090055, -0.22736258982220967] User Vector: [1.858336077098481, -0.7646090808420458] Predicted: 4.50101285221289 Movie Vector: [3.075823284579991, 0.1964519939614526] User Vector: [2.127194043211344, 0.024789223650559432] Predicted: 6.547742861344216 Movie Vector: [0.5045609302911618, -0.47300630897364176] User Vector: [-0.32475558992994313, -0.631979889405242] Predicted: 0.13507149226083667 Movie Vector: [1.1671469601709354, 0.7140480128264165] User Vector: [1.3566085727983677, -0.6028821360824865] Predicted: 1.152874780645201 Movie Vector: [0.605444998674604, -0.35388330352229214] User Vector: [-0.4780800334714898, -1.279951966530825] Predicted: 0.1635024650342819 Movie Vector: [2.291149392960536, -0.05272533102948931] User Vector: [0.7491099683014776, -1.7551272945926375] Predicted: 1.8088625167409056 Movie Vector: [2.279426139612548, 0.019789185970346474] User Vector: [1.6200924016822311, 0.6907048005687564] Predicted: 3.706549454731216 Movie Vector: [2.435719391312704, 0.19017985571813534] User Vector: [2.5696768090666837, -0.39195245942244616] Predicted: 6.184470171068946 Movie Vector: [2.215099923956451, -0.5539724476025678] User Vector: [1.290185922171155, -0.3293500778592851] Predicted: 3.040341606840813 Movie Vector: [1.633146307518798, -0.9727625825189823] User Vector: [1.1663453859917454, -0.6847757530236206] Predicted: 2.570936890381644 Movie Vector: [1.7234938800485777, -0.5939686551306105] User Vector: [2.0751358447363293, 0.12498826289560715] Predicted: 3.502244818253284 Movie Vector: [0.2213633418714862, -1.643551698077003] User Vector: [0.3618136956465734, -0.8521873383363677] Predicted: 1.480706235805657 Movie Vector: [1.250099573543087, -0.36903493310828833] User Vector: [1.691780384636819, 0.06759393438647096] Predicted: 2.08994941430821 Movie Vector: [1.5416750940462718, 0.9427723081818019] User Vector: [0.5712175647344413, -0.7857530570521127] Predicted: 0.13984566957492472 Movie Vector: [2.0512852354660436, 1.032080791607485] User Vector: [1.9951366325820135, 0.43381638976053694] Predicted: 4.540327880109281 Movie Vector: [2.0590160286828425, 0.0733321115904779] User Vector: [2.0755291220463636, -0.3106521184600388] Predicted: 4.25076695447476 Movie Vector: [2.451607580063892, 0.4777978352717249] User Vector: [2.010585812738805, -0.8262954554432244] Predicted: 4.534365238973739 Movie Vector: [1.0902021629860967, -1.6358129312267886] User Vector: [2.4949479591346306, -0.9340992811804821] Predicted: 4.248009344791003 Movie Vector: [0.4005138884821255, 0.03163763183096957] User Vector: [1.3308551414008798, -0.12031071801466706] Predicted: 0.5292196214870277 Movie Vector: [2.0862421937389946, -0.21936072906486032] User Vector: [1.071249670361535, -0.32210956197955737] Predicted: 2.3055444506918223 Movie Vector: [2.357801210112339, 0.15088829555812316] User Vector: [1.4455842044767406, -0.2737734941603071] Predicted: 3.3670909707317014 Movie Vector: [2.3993200988199974, 0.2371148170355668] User Vector: [1.7062955150512356, -0.28411683279182354] Predicted: 4.026580812964691 Movie Vector: [1.9604218457354843, -0.46513427384589445] User Vector: [1.7800679092080747, -0.10951181287072599] Predicted: 3.5406217136613707 Movie Vector: [0.8486288780767758, 0.30376878712313676] User Vector: [1.1699996386574796, 0.08365034534928681] Predicted: 1.0183058446533142 Movie Vector: [1.035617505950396, 0.225511648639257] User Vector: [2.0387703360148612, -1.026253445426688] Predicted: 1.8799541441894716 Movie Vector: [1.557175203443147, -1.3357196928308464] User Vector: [1.9208267011407432, -0.6828153945566896] Predicted: 3.9031136782053 Movie Vector: [2.063837035179916, -0.38078235120235265] User Vector: [1.9872500977425627, -0.881390238333212] Predicted: 4.436978197165331 Movie Vector: [0.8507978482975387, -1.2499344890776134] User Vector: [1.8713589381926072, 0.256084852970361] Predicted: 1.2720588681486131 Movie Vector: [1.4752463957932593, 0.2811787707985207] User Vector: [0.4912907834865983, 0.4005201278874916] Predicted: 0.8373927148645219 Movie Vector: [2.176740961014924, -0.16518127949674413] User Vector: [1.8549447473639333, 0.24774325541937875] Predicted: 3.9968116640896922 Movie Vector: [2.179894878411723, 0.3850469979887106] User Vector: [1.5151257336505701, -0.43795458968581563] Predicted: 3.1341817269207812 Movie Vector: [1.9623982966452127, 0.5909151202951927] User Vector: [1.9728949738920094, -0.9571955516949685] Predicted: 3.305984411649725 Movie Vector: [1.688942404471737, -0.4941776899608222] User Vector: [1.943456668342153, -0.8390699350314302] Predicted: 3.6970360206258364 Movie Vector: [1.354135270799031, 0.43449657200920233] User Vector: [1.5651292063414108, 0.6843066241585742] Predicted: 2.416725544064689 Movie Vector: [0.23572797271612328, -1.1881137387029634] User Vector: [0.7724848710461869, -0.3506162503945889] Predicted: 0.5986682767119229 Movie Vector: [1.7021856368917023, -0.9151123129049417] User Vector: [1.6992210479832985, 0.046907730218475434] Predicted: 2.849463820287887 Movie Vector: [2.3987224734123807, -0.3047636934244455] User Vector: [1.8468006616176607, -0.12936623351686335] Predicted: 4.469388382066145 Movie Vector: [2.3328886317681206, 0.2998434249105483] User Vector: [1.8058382878955657, -0.7594830597594457] Predicted: 3.985093610843357 Movie Vector: [2.227381357187494, -0.2882342190445271] User Vector: [2.1735054790240205, -0.0036365808471704886] Predicted: 4.8422737707634536 Movie Vector: [0.6468576048484116, -0.7408279148628423] User Vector: [-0.21695447314660166, -0.7631439093683408] Predicted: 0.425019660256866 Movie Vector: [1.145210545947076, 0.18884147544403587] User Vector: [1.9350573945802165, -0.9154902865044866] Predicted: 2.043165598827946 Movie Vector: [2.3597134685573877, -0.30203115810744424] User Vector: [1.951838474743748, 0.2825636345615275] Predicted: 4.520436515515664 Movie Vector: [0.5218944336565761, -1.4223901840928892] User Vector: [0.35702521239983526, -0.8166343885803111] Predicted: 1.3479022093358637 Movie Vector: [1.9262966176823526, -1.4146202658239553] User Vector: [2.170690449223219, -0.13523183230679336] Predicted: 4.37269536093977 Movie Vector: [2.5239555203736885, 0.07635521464907405] User Vector: [1.2981749903840765, -1.0184971974383565] Predicted: 3.1987683612610636 Movie Vector: [2.127074469922561, -0.31374561983626575] User Vector: [2.1480673600660074, -1.1670251247337793] Predicted: 4.9352482623944525 Movie Vector: [1.8872280068202165, -0.2547036034042294] User Vector: [1.2823427528373275, -0.6523937836686243] Predicted: 2.586240205036457 Movie Vector: [2.1948507200614515, -0.05643900760365422] User Vector: [2.136033306184586, -0.6386090337191936] Predicted: 4.724316700264322 Movie Vector: [1.3404889548194436, -1.352838110357289] User Vector: [2.090368897783141, -0.4940434191295301] Predicted: 3.4704771845460427 Movie Vector: [2.380331354014354, -0.23957533996555738] User Vector: [1.90694834116586, -0.2297635832795401] Predicted: 4.594214615538657 Movie Vector: [1.405834346865747, -0.6787519163539648] User Vector: [1.2190961506228497, -1.0559686443991045] Predicted: 2.430587981673011 Movie Vector: [-0.1456822986116323, -0.11463547465069798] User Vector: [2.023045075959122, 0.6478377552268864] Predicted: -0.3689870454277459 Movie Vector: [2.3846988796739352, -0.44124201570998206] User Vector: [1.231347559951666, 0.05367413824226657] Predicted: 2.9127098617564577 Movie Vector: [1.43193293175393, -0.5640729612372554] User Vector: [1.2548599313162234, -1.1075025971006063] Predicted: 2.4215875299146647 Movie Vector: [0.8475501738441917, 0.6450885623049245] User Vector: [1.6391653943861872, -0.2535363627925413] Predicted: 1.2257215072055359 Movie Vector: [1.3775609562498483, 0.11308203303721426] User Vector: [1.6900228759446794, -0.19370889654073678] Predicted: 2.3062045332322496 Movie Vector: [-0.3932361803647837, 0.25734077956284734] User Vector: [1.9650172720376191, 0.015809000092741388] Predicted: -0.7686475859989251 Movie Vector: [1.86463912652716, -0.44359478616510367] User Vector: [1.7670133939415515, -0.3177754219027158] Predicted: 3.435805831768428 Movie Vector: [1.0375640893840943, -0.18583294672723394] User Vector: [0.003084387122093135, -0.5081140113285002] Predicted: 0.09762457331421291 Movie Vector: [2.1245526476192316, -0.012227647370410646] User Vector: [1.487661082972751, 0.9395528014626338] Predicted: 3.149125772247685 Movie Vector: [1.9095113025365398, -0.43525899797566864] User Vector: [1.9758006282293754, 0.10264620625100984] Predicted: 3.72813594628397 Movie Vector: [0.9204175733242386, -0.8095548726604349] User Vector: [1.6247086112832287, -0.6700205833647244] Predicted: 2.0378287854020027 Movie Vector: [1.29668598419177, -0.44617222534007683] User Vector: [2.2287211286448065, -0.6726126794249011] Predicted: 3.190052546156743 Movie Vector: [1.2464546488907107, -0.5222854197802249] User Vector: [2.184173170858903, -0.9945911446118619] Predicted: 3.2419332562727448 Movie Vector: [1.4081264333064678, -0.5430620434443979] User Vector: [1.8772504093222822, 0.5460537774670473] Predicted: 2.3468648430803047 Movie Vector: [0.4948101629157333, -2.139687822170968] User Vector: [1.9268897245949874, 0.7575824933576015] Predicted: -0.66754541677968 Movie Vector: [1.700734731295515, -0.6358382239392746] User Vector: [1.970814799641058, 0.2217809580246098] Predicted: 3.2108163682468405 Movie Vector: [1.381228386306205, -0.10035400067437397] User Vector: [1.2273249127945893, -0.19624114651432895] Predicted: 1.714909592922313 Movie Vector: [1.2700955690502223, -0.8536336323670516] User Vector: [2.0404191312433886, -1.0966183460434025] Predicted: 3.5276375996509097 Movie Vector: [2.0621816936456887, -1.2320206436524204] User Vector: [2.078880471564502, 0.23837129427781575] Predicted: 3.9933508963334177 Movie Vector: [1.591978620619508, -0.12135528112606438] User Vector: [0.8269660825197886, 0.08391923701918542] Predicted: 1.3063282807486232 Movie Vector: [1.0878240442659464, -0.5454249534140285] User Vector: [1.9641483699583935, -0.9313690427976944] Predicted: 2.6446397401257067 Movie Vector: [1.3969738214614387, -0.10287159174990626] User Vector: [1.3186624775590543, -0.6715593315926247] Predicted: 1.9112213378889171 Movie Vector: [1.4728088029513504, -0.14338978725465804] User Vector: [1.7630265266579137, -0.2640654333478089] Predicted: 2.6344652746075705 Movie Vector: [2.244353582625514, -0.15390672843050912] User Vector: [1.9529656882371615, -0.4489365400124562] Predicted: 4.452239893286006 Movie Vector: [0.7666466672609809, -0.9613868780235614]
avg loss: 11.6331974380985: 55%|█████████████████████████▉ | 38619/70000 [01:01<00:51, 614.19it/s]
User Vector: [1.8781473143596255, 0.25642570783423013] Predicted: 1.1933510684792363 Movie Vector: [2.398972758413482, 0.1430909783188456] User Vector: [2.105869676993326, -0.5392658480990498] Predicted: 4.974759910097553 Movie Vector: [2.4266819204901964, 0.32622209454674433] User Vector: [1.947798262600644, -0.40244439003967775] Predicted: 4.595400576757868 Movie Vector: [0.7510975665628513, 1.4284979136520095] User Vector: [1.8799184182352942, -0.7853062594619983] Predicted: 0.29019379605388584 Movie Vector: [0.07034676042852922, -0.14084608758053485] User Vector: [1.9059759765346265, 0.22152813142711963] Predicted: 0.10287786480327707 Movie Vector: [2.4056492149482103, -0.13129733229162416] User Vector: [1.500365552785305, -0.7568133265683845] Predicted: 3.7087207850144854 Movie Vector: [2.0100620721649047, -0.18744262749218765] User Vector: [2.5318399418830686, -0.9894545028883484] Predicted: 5.274621391776721 Movie Vector: [2.2876935598215122, -0.16815051828574457] User Vector: [2.0882835151894765, -0.25959514474443046] Predicted: 4.821003806913634 Movie Vector: [2.173839662431571, -0.18277568297648072] User Vector: [1.5827403876421604, -0.5162846096730885] Predicted: 3.5349881021320924 Movie Vector: [1.4152251571248051, -0.6456313500831226] User Vector: [1.8413110474683496, -0.859285692979627] Predicted: 3.1606514985345826 Movie Vector: [2.2120951170372436, 0.3659300863806914] User Vector: [2.1223107746279823, -0.5262795581567712] Predicted: 4.50217177721339 Movie Vector: [1.8620104098518617, 0.5063214552360202] User Vector: [1.2450447861259575, -0.19752859484501487] Predicted: 2.2182733869056634 Movie Vector: [2.24062313253845, 0.28352353653721707] User Vector: [1.8281106936919107, 0.31665196322910927] Predicted: 4.1858853935931775 Movie Vector: [1.593351464477032, -0.6479223445756495] User Vector: [2.031149757773087, 0.22121526122711105] Predicted: 3.0930051304097326 Movie Vector: [0.2829692251803438, -1.699737446227711] User Vector: [1.7701856288068467, 0.8700891836425456] Predicted: -0.9780151111860812 Movie Vector: [0.7817280272159464, -0.4350804855960455] User Vector: [1.2319859596579963, 0.759195787206044] Predicted: 0.6327666820411122 Movie Vector: [0.14517538270365216, 1.3782740338617234] User Vector: [1.9186367688763997, 0.5300925963837488] Predicted: 1.009151688328994 Movie Vector: [1.7994778129786593, -0.05881963732257503] User Vector: [1.6160273197977122, 1.2138099291144597] Predicted: 2.836609447334298 Movie Vector: [1.1056676636698048, -0.43437778493236945] User Vector: [1.7083213675583053, 0.3104892089859332] Predicted: 1.753966080420684 Movie Vector: [1.262616248903928, -0.6442140064423514] User Vector: [-0.7583038775996043, -0.4451782619411065] Predicted: -0.670656725757993 Movie Vector: [1.4919312336285122, -0.7533281610213034] User Vector: [1.731008412548278, -1.291814810197383] Predicted: 3.5557059917005636 Movie Vector: [2.4109507663532828, -0.46432371220482455] User Vector: [2.267367985039566, -0.385381985062558] Predicted: 5.645454575057151 Movie Vector: [0.7071697952069464, -0.49765697415285237] User Vector: [0.8257524220587436, -0.8132283652604164] Predicted: 0.9886559387496912 Movie Vector: [2.319989218573476, -1.2386393814467214] User Vector: [0.6772286896881834, 0.1799540600374115] Predicted: 1.348265072971662 Movie Vector: [1.4227604820727116, 0.41217603547735315] User Vector: [1.912383148886322, -0.7457889744134711] Predicted: 2.413466828040768 Movie Vector: [1.9697608431256302, -0.397347265911048] User Vector: [1.497916704012981, 0.6068745872370325] Predicted: 2.7093977118390438 Movie Vector: [2.304514325790189, -0.17024151270512763] User Vector: [2.320800407694284, -0.8624770598126015] Predicted: 5.495147186167157 Movie Vector: [1.7215069245044323, -0.6011469521104723] User Vector: [2.1276878241178974, 0.040778839140809035] Predicted: 3.638315247542628 Movie Vector: [2.067990590503164, -0.05111724555768083] User Vector: [1.7831156390109795, -1.4199617320307354] Predicted: 3.7600508957924674 Movie Vector: [2.31046548028224, 0.16557291844215669] User Vector: [1.724872286274627, -0.1252381406379459] Predicted: 3.9645218308873376 Movie Vector: [-0.037464730938150545, -0.7252749744647575] User Vector: [1.6842632600029104, -1.0659378726502244] Predicted: 0.7099975935023881 Movie Vector: [2.3895356821169664, -0.4410311806773549] User Vector: [1.8367604260279349, -0.688528114404992] Predicted: 4.692666944719697 Movie Vector: [1.9502424697820435, -0.7588207138034505] User Vector: [1.9540704392503312, 0.2306696224524554] Predicted: 3.635874272009504 Movie Vector: [2.101936757191773, 0.8705095864876728] User Vector: [1.9574039434499462, -0.35934839964562487] Predicted: 3.8015230706290484 Movie Vector: [1.9568022336211612, 0.05934788467943712] User Vector: [0.7684065803347753, 1.0336162539925657] Predicted: 1.564962650973029 Movie Vector: [1.8714447241308094, -0.7143102073261819] User Vector: [1.8947650676374486, -0.8836716297582383] Predicted: 4.1771637543583315 Movie Vector: [2.023124400078691, -0.046064541578045515] User Vector: [1.3370143276804916, -0.33559461028900717] Predicted: 2.720405321464235 Movie Vector: [1.8434068585062053, 0.2583504009356746] User Vector: [1.2899006442305936, -0.6382324234418497] Predicted: 2.2129240918799 Movie Vector: [1.3031179334003622, -0.9861452002648767] User Vector: [1.0403641002302046, 0.36807999463355057] Predicted: 0.9927367962545142 Movie Vector: [0.07001919615224711, -0.6095431322580653] User Vector: [1.6088265086812337, -0.5928726356148052] Predicted: 0.47403018222902915 Movie Vector: [1.8924488464791556, -0.12968261457451347] User Vector: [2.1706030234187934, -0.9889050250578576] Predicted: 4.235998977048441 Movie Vector: [1.5815130986101038, -1.1718428065403796] User Vector: [2.1157917090826537, -0.9963908342451462] Predicted: 4.513765733457817 Movie Vector: [1.1266628788438293, -0.660442895854841] User Vector: [2.1541189310982514, 0.6552482346021283] Predicted: 1.9942117947187463 Movie Vector: [1.6721039471330235, 0.4518067169522423] User Vector: [1.5673289074746524, -0.5456599485661517] Predicted: 2.374204022710053 Movie Vector: [1.9869095943706512, -0.592756828143367] User Vector: [0.6867856249003754, -0.221992006713232] Predicted: 1.4961682251629156 Movie Vector: [1.8894678183428288, -1.0984394144748248] User Vector: [2.1366030865045014, -0.4540720209744794] Predicted: 4.535813377370822 Movie Vector: [1.2968128365579878, -0.0785499545924148] User Vector: [1.742643740585239, -0.735166857933474] Predicted: 2.317630095646889 Movie Vector: [1.9536422565942693, 0.7096640008684555] User Vector: [1.3043630698562825, -0.5368350611926082] Predicted: 2.167286293879848 Movie Vector: [1.8700469715767138, -0.8517448031107575] User Vector: [2.3938841267132993, -0.3173101773334238] Predicted: 4.746943055983668 Movie Vector: [1.9370543133926577, 0.07297483752682182] User Vector: [1.1639739442025616, -1.0571259521501923] Predicted: 2.177537154690689 Movie Vector: [1.988551798995301, -0.3489327985135656] User Vector: [1.9502356505959404, -0.32707434952248027] Predicted: 3.9922715795582118 Movie Vector: [0.7392596332908026, 0.1300581502065109] User Vector: [0.4724239747113005, 0.5422185234627677] Predicted: 0.41976391247213257 Movie Vector: [1.0047021631322361, -0.04217475663325327] User Vector: [1.5060589381957767, -0.4956163378092797] Predicted: 1.5340431714405063 Movie Vector: [1.7831684604570428, -0.47840086996949954] User Vector: [1.7622785689175553, -0.6747811669849263] Predicted: 3.4652554599577807 Movie Vector: [1.9340980340208909, -1.1079242515779195] User Vector: [1.7295602866761755, -0.38241695651512897] Predicted: 3.7688281705187294 Movie Vector: [1.9286885387221633, 0.30157957278912384] User Vector: [2.190749101010516, 0.7607412619448349] Predicted: 4.454696707115247 Movie Vector: [0.9688637683698812, -1.3016698024156987] User Vector: [1.6889362278296094, -0.8916063303838262] Predicted: 2.7969261541347086 Movie Vector: [2.370326321188938, -1.2252637431666258] User Vector: [1.732374811409743, -0.09819603690131178] Predicted: 4.2266096573870655 Movie Vector: [2.629179644312162, -0.006199507270606683] User Vector: [2.094449487290917, 0.3463929290380721] Predicted: 5.504536492543265 Movie Vector: [2.0246135881710803, -0.015560241695956474] User Vector: [1.0798668134190776, -0.16738355361823198] Predicted: 2.188917552413497 Movie Vector: [0.5033047515905567, -0.006200165105566535] User Vector: [1.987464816813856, 0.20840025523885727] Predicted: 0.9990083699309459 Movie Vector: [0.006385706583415016, 0.38210885645850384] User Vector: [1.4811303429562654, -0.4528012551229794] Predicted: -0.16356130601610536 Movie Vector: [1.9171163943775487, -0.4624700729685794] User Vector: [1.1579840013539033, -0.49529047193844183] Predicted: 2.449047134120495 Movie Vector: [1.642456109991022, -0.4003535468649399] User Vector: [1.563557513153108, -0.7744428017775322] Predicted: 2.8781255133363466 Movie Vector: [1.6524289452322511, -1.4280622822129885] User Vector: [2.058287178256507, -0.4277206514886359] Predicted: 4.011985040665954 Movie Vector: [2.1252283132418874, -0.03562402414084291] User Vector: [1.7719575650831443, -0.2957917491280373] Predicted: 3.776351679589452 Movie Vector: [1.7198974747102558, 0.3940766696477577] User Vector: [1.9466667673331444, -0.8739025269928768] Predicted: 3.0036826598045394 Movie Vector: [1.8904196783074902, -0.37869185578111947] User Vector: [1.804955584180288, -0.2725256485296409] Predicted: 3.515326798395051 Movie Vector: [2.354847933800864, 0.07311517239430047] User Vector: [1.5397355822556698, 0.6761586622421593] Predicted: 3.6752806116301695 Movie Vector: [1.5326544662490085, -1.1957127311076967] User Vector: [2.113701016941245, -0.23556805263826325] Predicted: 3.5212450235118897 Movie Vector: [1.2196151928768375, -0.5911092313892399] User Vector: [1.9160243139703712, 0.04787086685795054] Predicted: 2.308515451925345 Movie Vector: [2.5713572716925572, -0.18124153566097448] User Vector: [0.6837550953801688, -0.181309315671388] Predicted: 1.791039415364558 Movie Vector: [1.6393864080190677, 0.23126443631183158] User Vector: [1.7696918454037598, 0.012462079924980437] Predicted: 2.904090793626229 Movie Vector: [1.5661551651419703, 0.24842359526882335] User Vector: [1.335977820857456, -0.16935190412225878] Predicted: 2.050277555763346 Movie Vector: [1.7822092000740242, -1.1265236447511293] User Vector: [2.0308629074994142, -0.03024950326302138] Predicted: 3.653499338502308 Movie Vector: [1.6002055214133506, -1.2068608171399429] User Vector: [1.799737773026995, -0.47201833700705875] Predicted: 3.4496107573993404 Movie Vector: [2.4525257326907854, -0.3021170452563569] User Vector: [1.9071610983266036, -0.3415880790891288] Predicted: 4.78056125118202 Movie Vector: [1.7561367754832014, -0.6004832433151659] User Vector: [1.7917763001983342, 0.470648130297658] Predicted: 2.863987938476167 Movie Vector: [1.9821908858472925, 1.5279661722602984] User Vector: [2.0632954051953654, -0.8584128300976124] Predicted: 2.7782195807654713 Movie Vector: [2.4342141461116644, -0.19011871040970543] User Vector: [2.372276638277864, 0.4532431360536384] Predicted: 5.688459350857633 Movie Vector: [0.16257832337780853, 0.9019894360997138] User Vector: [1.697790017949918, -0.9035014095608733] Predicted: -0.5389248723592316 Movie Vector: [2.225331274126153, 0.2808747926704568] User Vector: [2.4165468766639493, -0.9787031756653913] Predicted: 5.102724288481228 Movie Vector: [1.5290667898530836, -0.7537524625892253] User Vector: [1.5585269671161643, 0.0698626758241866] Predicted: 2.3304326625622225 Movie Vector: [2.2172563732306005, 0.3591254700625276] User Vector: [1.0601176820308096, -0.10569307550876746] Predicted: 2.3125956114328234 Movie Vector: [-0.8489332029267463, -1.5999602178865706] User Vector: [1.6561788321451778, -0.21471731299998043] Predicted: -1.0624460417010164 Movie Vector: [1.9115479997860005, -0.23926072421694095] User Vector: [2.088848036446556, -0.3510009241175853] Predicted: 4.076914021231518 Movie Vector: [-0.07460603978823871, -0.010351858972485625] User Vector: [1.5127365198562326, -0.26947605875017333] Predicted: -0.1100697028328728 Movie Vector: [1.792326933410881, 0.10613788393537388] User Vector: [1.2384445677595906, -0.11044195878770113] Predicted: 2.2079754785285064 Movie Vector: [2.394139440931954, -0.24222122649812206] User Vector: [1.833121337906507, 0.2294555765541404] Predicted: 4.333169083916142 Movie Vector: [2.45879202424124, -0.392744478052995] User Vector: [0.6030975837595854, -1.3004612260027912] Predicted: 1.9936404942218562 Movie Vector: [2.272492730468865, 0.058508324169858045] User Vector: [1.4261173344320082, 0.11847320084090977] Predicted: 3.2477729437326146 Movie Vector: [1.8851268255783866, 0.7378628102736481] User Vector: [2.265179110886096, 0.6246279786245238] Predicted: 4.731039662354618 Movie Vector: [1.8223684821032589, -0.5936854051247824] User Vector: [1.5027552745970862, -1.012308193159969] Predicted: 3.3395664485074703 Movie Vector: [2.032512780372436, -0.013720937150446116] User Vector: [1.1816623699854398, -0.5681941026710282] Predicted: 2.4095400246525918 Movie Vector: [2.4151528834739096, -0.24377090164449106] User Vector: [0.5621321639810045, -0.5164787252161764] Predicted: 1.4835376012582964 Movie Vector: [1.1016089123387145, -0.48986434138979945] User Vector: [1.6170661204579466, -0.8833600101090283] Predicted: 2.214101019699609 Movie Vector: [1.9815313295416495, -0.3508221836726147] User Vector: [1.4623207304596988, -0.2118752782009179] Predicted: 2.9719648890088117 Movie Vector: [0.9506443516503696, 0.1830737942665677] User Vector: [1.8194941491067655, -0.694419147377831] Predicted: 1.6025618875874277 Movie Vector: [1.2612795875293472, -0.30526912571297005] User Vector: [1.6769716656755955, 0.25353720918025857] Predicted: 2.0377330485995535 Movie Vector: [1.6653450923913395, 0.22140377625693383] User Vector: [1.7496801908176087, -0.3939423959425061] Predicted: 2.826600984943072 Movie Vector: [2.298876284612182, -0.060827106996385986] User Vector: [2.259834678734711, 0.022240608251473004] Predicted: 5.1937275182296405 Movie Vector: [1.9063562393732, -0.03127941465019964] User Vector: [1.6341535178554047, 0.08188869627754766] Predicted: 3.1127173243712853 Movie Vector: [-0.027157905218198553, 0.03421071071211607] User Vector: [1.7749578610090295, -0.1537057950225512] Predicted: -0.05346252184387197 Movie Vector: [1.8028938360163325, -0.543375195529302] User Vector: [2.1557067503808343, 0.030994683245402943] Predicted: 3.8696686704515653 Movie Vector: [1.7895826909392025, -0.8410792346009108] User Vector: [1.171956642736412, 1.5690709463888703] Predicted: 0.7776003317490241 Movie Vector: [1.4847727322038975, -0.6780871572261131] User Vector: [1.7522061555643722, 0.0004088401014331897] Predicted: 2.6013506917596594 Movie Vector: [0.008973866112950757, -0.5219122502633549] User Vector: [0.9690229948447949, -0.06661197827286476] Predicted: 0.043461490090992316 Movie Vector: [0.8964429595290606, -1.1449032091302815] User Vector: [1.3936209177192618, -0.3567484977566132] Predicted: 1.657744159875814 Movie Vector: [0.6297081692761225, -0.13991243308284138] User Vector: [1.9944032925669157, 0.6252999145605952] Predicted: 1.1684048137079177 Movie Vector: [2.292492633846404, -0.16497265714843568] User Vector: [2.118333792222078, 0.5671508380763182] Predicted: 4.76270023393562 Movie Vector: [-0.8647772897970653, -0.43334669464930237] User Vector: [1.978422797361288, -0.323169509071792] Predicted: -1.5708506662071242 Movie Vector: [-0.7220691748388448, -1.0046424239058918] User Vector: [1.7236808792037863, -0.7598581313100383] Predicted: -0.48123111526825424 Movie Vector: [1.6672853590720784, -0.8024130671511199] User Vector: [1.711415194662626, -0.8136889665840946] Predicted: 3.5063321567382557 Movie Vector: [2.0410016761270584, 0.1726081229159332] User Vector: [2.2694520874189226, -0.8586838025432861] Predicted: 4.48373971497676 Movie Vector: [1.4199158174028885, -1.086470579378527] User Vector: [1.76710772999823, 0.14116770072122933] Predicted: 2.3557696632872713 Movie Vector: [1.9043182231858906, -0.23804586405309713] User Vector: [-0.07026765824031428, 1.2705366922381638] Predicted: -0.4362579868026264 Movie Vector: [-0.016970888442065978, -0.5846726958053334] User Vector: [0.9460847448529488, -0.7927764186276219] Predicted: 0.4474588271882694 Movie Vector: [1.5463731745332838, -0.24847526520021218] User Vector: [1.7082035638104354, -0.08570149003416155] Predicted: 2.6628148681829034 Movie Vector: [1.7086766558307416, 0.6892062990389531] User Vector: [1.7223028861458796, -0.7911749341904549] Predicted: 2.397575987541585 Movie Vector: [2.3207671124655906, 0.06251866779003899] User Vector: [1.2658780081845158, -0.19487976201759755] Predicted: 2.925624426687492 Movie Vector: [1.508264132310914, 0.7244052871731159] User Vector: [2.0711929916909275, -0.41049833411172587] Predicted: 2.826538936854872 Movie Vector: [2.280893961444395, -0.12354834816084433] User Vector: [1.8743627526461968, -0.07877619927213061] Predicted: 4.2849553533614655 Movie Vector: [1.8755920464384024, 0.4996787081279428] User Vector: [1.4918210842599142, -0.5890642194261079] Predicted: 2.503704912179776 Movie Vector: [1.3210946643584764, -0.6012998827325069] User Vector: [1.708456724782462, -0.33765768894989634] Predicted: 2.4600665921667706 Movie Vector: [1.883405280478427, -0.47941923355677246] User Vector: [2.117926354467884, -0.29567099713012795] Predicted: 4.1306640424983305 Movie Vector: [0.6902962716383267, 0.4502714999374668] User Vector: [2.2867869460651318, -0.6081168926732484] Predicted: 1.3047427974986607 Movie Vector: [1.5244313425351992, 0.7212010406876713] User Vector: [1.7620877609371917, 0.07745521448563579] Predicted: 2.742042592364054 Movie Vector: [1.6232515306081519, 0.2411859165744628] User Vector: [1.9255252372347211, 0.513178377759564] Predicted: 3.249383185972022 Movie Vector: [-0.07744789123535156, -0.0075626373291015625] User Vector: [1.3573631999834448, -0.11821677764928472] Predicted: -0.10423088686361 Movie Vector: [0.7223417504038744, 0.11323253125012876] User Vector: [1.8721678198130738, 0.06077934582602802] Predicted: 1.359227179189189 Movie Vector: [2.831943829857137, 0.1936099484197236] User Vector: [0.17078170006324422, -0.7447439265177379] Predicted: 0.339454348547615 Movie Vector: [0.07654252371713066, 0.2917256478948919] User Vector: [1.8702641345315034, -0.4140849505349127] Predicted: 0.022355536396354778 Movie Vector: [1.065062722767676, 0.1394054440525006] User Vector: [1.8456565915299719, -0.04226943590071012] Predicted: 1.9598474451874333 Movie Vector: [0.4839523546073412, -0.47960032387527424] User Vector: [1.92991405924026, -0.8351235662657783] Predicted: 1.3345119860160768
avg loss: 11.609743593221648: 55%|████████████████████████▊ | 38682/70000 [01:02<00:51, 605.14it/s]
Movie Vector: [2.2666989783667564, -0.47187083093531457] User Vector: [1.2905299718089998, -1.0887750904452977] Predicted: 3.4390041752812337 Movie Vector: [2.499799051392378, -0.7993581182060129] User Vector: [1.142965088345085, -0.22528630278101744] Predicted: 3.037267478668273 Movie Vector: [1.6309679843321716, 0.38836873652310283] User Vector: [1.4185373880206706, -0.02866267461792113] Predicted: 2.302457377713162 Movie Vector: [1.2637504311251118, -1.0433435493513454] User Vector: [1.884998341908993, -1.1635777038773285] Predicted: 3.5961787587670715 Movie Vector: [-0.668742983037398, -1.062331105485592] User Vector: [1.3551911949543052, -0.629082061502516] Predicted: -0.23798116046263507 Movie Vector: [2.1936966547290515, -0.4778767386894547] User Vector: [2.0153704545091475, -1.3995924069080545] Predicted: 5.08994407900423 Movie Vector: [1.2725144324222688, -1.0063129093950414] User Vector: [2.0341820492710805, -0.9387408579755151] Predicted: 3.5331930598290944 Movie Vector: [2.1995168556276923, 0.597162976664557] User Vector: [1.4185775399225777, -0.23413018906887142] Predicted: 2.9803713294431726 Movie Vector: [2.087244155515725, -0.06644958011011964] User Vector: [1.0797332633235612, 0.23318089096076575] Predicted: 2.238172171093978 Movie Vector: [2.01081225690682, -0.5365565266075588] User Vector: [2.4163443811141145, -0.025022692762899153] Predicted: 4.872240987567414 Movie Vector: [0.520108320281221, -0.07076155995310336] User Vector: [2.1068521538254337, -0.2928520686502689] Predicted: 1.1165140040202053 Movie Vector: [2.3526605423773588, -1.224262395504072] User Vector: [0.6361665261211593, -1.7237226204623322] Predicted: 3.6069726688982975 Movie Vector: [1.8754419929021007, -1.4729591592507203] User Vector: [1.8074876429312452, -0.4721263637657046] Predicted: 4.085261079037327 Movie Vector: [1.4541561911558551, 0.9830664026861128] User Vector: [2.170721179241762, -0.6807315867100127] Predicted: 2.4873632899257254 Movie Vector: [1.3960194085605424, 0.19841201616745732] User Vector: [1.527125590706875, -0.4965006605223542] Predicted: 2.0333852668535664 Movie Vector: [2.0452887029621203, -0.06797856753229566] User Vector: [1.3256125265973657, 0.14097219038503112] Predicted: 2.701677237590401 Movie Vector: [1.590239620379774, -0.3400855014194835] User Vector: [1.8407965912840456, -0.6323655026348798] Predicted: 3.1423660115638894 Movie Vector: [2.061153070828867, 0.6843769886380557] User Vector: [2.1726440555831057, -0.2561996185615023] Predicted: 4.302814843541862 Movie Vector: [1.3794117656494087, -0.23069880381188626] User Vector: [1.078203095284675, -0.6386075321090049] Predicted: 1.6346120291580994 Movie Vector: [1.388712527608102, -0.14591848396596513] User Vector: [1.9581873660038975, 0.12435520735166028] Predicted: 2.7012136032434966 Movie Vector: [2.3855362103005886, -0.29011867642823663] User Vector: [1.2266245187006037, -1.398547598856988] Predicted: 3.3319019841050994 Movie Vector: [0.6219052551142823, -0.3718240803147368] User Vector: [1.1084448789458312, 0.7711920327711608] Predicted: 0.40259992688973767 Movie Vector: [1.1828147903916524, -1.050439653654803] User Vector: [1.0856032845529673, -1.1013863581076537] Predicted: 2.441007526017736 Movie Vector: [-2.147353424960651, -0.5237798573069737] User Vector: [1.7673616402855181, -0.4476005447339143] Predicted: -3.560705921959928 Movie Vector: [1.6789977693701972, 0.21832986120188197] User Vector: [2.0851503375408202, 0.05225972051875768] Predicted: 3.5123726230598606 Movie Vector: [0.8934959713755326, -0.6137658479703367] User Vector: [1.4749085908967974, -1.0032363891552665] Predicted: 1.9335771172180327 Movie Vector: [0.7819090455646375, -0.5712626660836599] User Vector: [1.4914741944797683, 0.4649605628501401] Predicted: 0.9005825531324321 Movie Vector: [2.3607194245617067, -0.2041604867949729] User Vector: [1.9185848512842172, -0.48114450653646695] Predicted: 4.627471222769698 Movie Vector: [0.49723079849464674, 0.9724190219798026] User Vector: [1.9573709676757074, -0.4341688448461809] Predicted: 0.5510710857282075 Movie Vector: [2.0055069344799357, -0.12460652591397489] User Vector: [1.4029113928746182, -0.1587348982375444] Predicted: 2.833327931081641 Movie Vector: [2.3250038805826994, 0.06186642455882112] User Vector: [1.7683111055693508, -1.0511708292803381] Predicted: 4.046298001718118 Movie Vector: [-1.07341809854934, 1.360388738331436] User Vector: [2.1296922938734344, 0.04074041634215256] Predicted: -2.2306274489980056 Movie Vector: [0.7847242894855064, -0.18528660122830737] User Vector: [0.6242922431872631, 0.34001422523894453] Predicted: 0.4268972068026378 Movie Vector: [1.0244541057081347, 1.6591080932857367] User Vector: [1.8025248104401421, 0.4669728469251364] Predicted: 2.6213623723743558 Movie Vector: [0.4947248686247674, 0.548468107211841] User Vector: [1.5933509072817624, -0.5142909255917518] Predicted: 0.50619814776259 Movie Vector: [2.099661699647545, -0.7728778492995984] User Vector: [1.6755510693921547, -0.826822974120395] Predicted: 4.157123568195861 Movie Vector: [0.7886675044228426, -1.7992055363910577] User Vector: [1.659350369034395, 0.26258587117085486] Predicted: 0.8362297613208081 Movie Vector: [0.9480427197189356, -1.744089131062296] User Vector: [1.6244839459983753, 0.08204735421427484] Predicted: 1.3969822795865132 Movie Vector: [1.9222212572725323, -0.1527188478407127] User Vector: [2.0412276866150516, -0.4163018997708442] Predicted: 3.98726839663159 Movie Vector: [0.6377206597860624, 0.8044201297213794] User Vector: [2.25057435914365, 0.3237436151108368] Predicted: 1.6956636460746106 Movie Vector: [2.163214412447914, -0.8042387812168111] User Vector: [2.0359018272604588, -0.8988613692062226] Predicted: 5.126991347112154 Movie Vector: [1.5637923555670614, -1.1973107136495775] User Vector: [1.7983072243881817, 0.07830778729639497] Predicted: 2.7184203377670926 Movie Vector: [1.8123097563803574, -0.3433876754714125] User Vector: [0.9645968964076123, -0.775772875232985] Predicted: 2.0145392106537576 Movie Vector: [-1.268441550195507, -0.286833484669489] User Vector: [1.9276371327189656, 0.05139404462013763] Predicted: -2.45983656575012 Movie Vector: [2.0027739778415303, 1.0215326525468662] User Vector: [0.8742354762070575, -1.302345409083773] Predicted: 0.4205077019798129 Movie Vector: [2.1170851820450562, -0.054386986184147904] User Vector: [1.6280017428153886, 0.30993401557556816] Predicted: 3.42976198903488 Movie Vector: [0.9140152942109713, -0.3281276512453587] User Vector: [0.906171930147022, -0.8594334732691614] Predicted: 1.1102588903245048 Movie Vector: [0.49683771709851704, -1.3496902753958837] User Vector: [1.6750191062741622, 0.694212277478123] Predicted: -0.10475889111499848 Movie Vector: [1.500949416773324, 0.3021329136321633] User Vector: [1.1005042494011517, 0.32881516254255544] Predicted: 1.7511470944006389 Movie Vector: [1.3092463220056505, -0.03482539441582326] User Vector: [0.8277438695086128, -0.361121606861787] Predicted: 1.096296819107914 Movie Vector: [1.997935431626959, -0.49703782092888765] User Vector: [1.1462241026293347, 0.1521177375121782] Predicted: 2.2144734784502784 Movie Vector: [1.5350629478323714, -0.8926524619746018] User Vector: [2.171866726761714, -0.5180818935512539] Predicted: 3.796419217664871 Movie Vector: [0.5301308519423625, 0.5370400056877666] User Vector: [1.8051878508367756, -0.68629316837747] Predicted: 0.5884188862311904 Movie Vector: [0.9421901588285599, 0.17200386784285934] User Vector: [1.6460418759218338, -0.2724774772602934] Predicted: 1.5040172765244182 Movie Vector: [1.905582090750289, -0.3765093336796922] User Vector: [1.0781217401444985, -1.7626987147000825] Predicted: 2.7181219982176708 Movie Vector: [1.101618116600769, 0.027659011334339775] User Vector: [1.7484540271918008, -0.8315146153560437] Predicted: 1.9031297602272592 Movie Vector: [1.8385250434037197, 0.1601048944359879] User Vector: [1.5172108283203944, 0.6733429163520656] Predicted: 2.8972356005321145 Movie Vector: [1.033454739964946, -0.1555702163118424] User Vector: [2.0102623732612472, -1.0763499320090477] Predicted: 2.2449631699699024 Movie Vector: [2.0704060964672286, 0.25176515456611565] User Vector: [1.5286392280334113, 0.449263150980349] Predicted: 3.2780127836667603 Movie Vector: [2.0384529560784284, -0.4916606576542597] User Vector: [1.5169665604570923, -0.02940048225769904] Predicted: 3.1067200298780584 Movie Vector: [1.8838628506166306, 0.2860137781843382] User Vector: [1.9258146163171732, -0.5616220072612934] Predicted: 3.4673389806461685 Movie Vector: [1.2519233451942247, 0.3450038643988679] User Vector: [2.057582371462913, 0.7488031332247883] Predicted: 2.834275380131048 Movie Vector: [-0.5125320442256747, 0.0893577956939462] User Vector: [1.782989669746768, -0.34033068974747543] Predicted: -0.9442505405114062 Movie Vector: [2.4224139536242246, -0.33216518584512855] User Vector: [1.848382897427047, 0.11828102310438723] Predicted: 4.438259684346232 Movie Vector: [0.7961424762628779, -0.2275845799370024] User Vector: [1.7562025020609162, -0.09828717466393186] Predicted: 1.4205560541689255 Movie Vector: [2.071513046095196, -0.2149318835518671] User Vector: [1.7824645128913073, -0.7375788635585716] Predicted: 3.850927707068751 Movie Vector: [2.150329233501094, -1.0129755104235034] User Vector: [1.7293831648813158, 0.41610358052041085] Predicted: 3.2972404385022256 Movie Vector: [1.0273100543914098, 0.3219484142170691] User Vector: [2.316702889643394, 0.4071580698044227] Predicted: 2.511056066477508 Movie Vector: [1.3902993659035618, -1.3646104371587175] User Vector: [1.8006088105668403, 0.12483188053185544] Predicted: 2.3330384005075246 Movie Vector: [2.3416207090797645, -0.2600691818107395] User Vector: [1.8982629880822104, -0.3489994988936982] Predicted: 4.535775938302581 Movie Vector: [1.1048546527684868, -1.489087023347109] User Vector: [1.9471796385257814, -0.35443236562931096] Predicted: 2.6791311197140946 Movie Vector: [1.8317101150644346, -1.0509994318272655] User Vector: [1.2833039688854722, -0.8256378429802718] Predicted: 3.2183857643772087 Movie Vector: [1.202895560793469, -0.39327918083518926] User Vector: [2.1219929750583053, 0.057050583307408705] Predicted: 2.5300991230632546 Movie Vector: [0.8821455135672963, -0.8155913985882532] User Vector: [2.331027289723086, -0.28868095835650476] Predicted: 2.2917509722039338 Movie Vector: [1.0766485248917885, 0.5937731187019925] User Vector: [2.0376842375898496, -0.8343481431910712] Predicted: 1.6984562295305814 Movie Vector: [1.2216484856791248, -0.8275958641342744] User Vector: [1.2917850738277032, -0.5275675897658774] Predicted: 2.0147200346060377 Movie Vector: [1.0805209141954395, -1.218498190912825] User Vector: [2.1505053037839423, -0.9875278016607327] Predicted: 3.5269667966264886 Movie Vector: [2.670093713470395, -0.2074231858037264] User Vector: [1.8839647870877196, -0.36186780966409904] Predicted: 5.105422308322855 Movie Vector: [2.200769871231263, 0.5969561717688682] User Vector: [2.102058428910209, -0.5572582974862476] Predicted: 4.293488077959484 Movie Vector: [0.6554302235127984, 1.022101972972034] User Vector: [2.4015739481985423, -0.5332427875281232] Predicted: 1.0290356444446829 Movie Vector: [1.075658837848567, -1.1795904385034612] User Vector: [1.5426013917846693, -0.6406459632036385] Predicted: 2.4150126730115318 Movie Vector: [2.559841846596652, 0.8786408064561508] User Vector: [1.8028289729380254, -0.8301493897683058] Predicted: 3.8855539178785143 Movie Vector: [0.8570108546477532, -0.14591648135729493] User Vector: [1.7034256005057233, -0.28440045449894863] Predicted: 1.5013529433351742 Movie Vector: [2.1241617574615295, -0.3347923915942133] User Vector: [1.333742453496155, -0.9791587962784318] Predicted: 3.1608996291760123 Movie Vector: [0.32194011181333193, -1.7649642637197243] User Vector: [2.3073173574563617, 0.6343607427385696] Predicted: -0.3768060331919343 Movie Vector: [2.2782502914547176, -0.6500433839770283] User Vector: [1.868092343680969, -1.0485157333075645] Predicted: 4.937562641887898 Movie Vector: [2.2202095510358943, -0.1689232890677907] User Vector: [1.9590536306988584, -0.32711932552214107] Predicted: 4.404767654253988 Movie Vector: [2.2680069030923833, 0.19801443372322303] User Vector: [1.8793512665088286, 0.2702857119534794] Predicted: 4.3159021179733825 Movie Vector: [1.857300814448197, 0.38733109054614645] User Vector: [2.137463593133301, -0.4939020027983741] Predicted: 3.7786092710130292 Movie Vector: [2.0476247115326065, -0.060812542605080774] User Vector: [2.079497496258219, 0.23800266179376012] Predicted: 4.243556913898058 Movie Vector: [1.6342057699869257, -0.6371002031773206] User Vector: [0.9713500216596103, 0.16703599486007403] Predicted: 1.4809671438097811 Movie Vector: [1.2314397349444297, -0.4134804136135636] User Vector: [1.4452273613619446, -0.731010194300097] Predicted: 2.0819687963049263 Movie Vector: [1.8648408913933547, -0.13068953309147957] User Vector: [1.551514654031148, -0.7666982693943372] Predicted: 2.9935274092824895 Movie Vector: [2.172847840516078, -0.04796247388124965] User Vector: [1.5997341664757374, 0.2648158250770107] Predicted: 3.4632777069329967 Movie Vector: [2.12816382759081, 0.5257355658230296] User Vector: [1.6136711101115133, 0.028943908756167078] Predicted: 3.449373328414683 Movie Vector: [1.8015375760823535, -0.9306403135783153] User Vector: [1.9460362527038566, 0.1965659583178418] Predicted: 3.3229252285767537 Movie Vector: [0.43295413289328716, 0.7581053736269168] User Vector: [1.6624019777065289, -0.40836353937038733] Predicted: 0.41016121318801824 Movie Vector: [2.0741325532086594, 1.0813134170236207] User Vector: [2.0952203541768304, -0.1211963089633515] Predicted: 4.2147135477677296 Movie Vector: [2.0272541187599904, 0.1555009211996298] User Vector: [1.3973214875508986, -0.27545232225567207] Predicted: 2.7898926510120616 Movie Vector: [1.3561793378431044, -0.4765749299434689] User Vector: [1.7821673459547929, 0.5706546139414136] Predicted: 2.1449788485015273 Movie Vector: [2.1581621824958583, -0.6434941808332422] User Vector: [2.106710494906508, -0.2609495683631696] Predicted: 4.714542448307005 Movie Vector: [1.2056073026063217, -0.6776823090286437] User Vector: [0.5684717328069578, 0.41523064981850255] Predicted: 0.40395920684887104 Movie Vector: [1.3707489264696675, -0.6628923792036816] User Vector: [1.9580071405942294, 0.07423530841909082] Predicted: 2.6347261657706333 Movie Vector: [1.6858101018580038, -0.6277348043882842] User Vector: [0.9694092680281862, -0.08907729075052226] Predicted: 1.690156852561407 Movie Vector: [1.6408995520718752, 0.8062815452197014] User Vector: [1.2456771686059218, 0.11073930270012704] Predicted: 2.1333181640892294 Movie Vector: [1.9359739511620149, -0.25966318246424575] User Vector: [1.2787867380202003, -0.7131146959874134] Predicted: 2.660867445320666 Movie Vector: [0.3486275686766849, -0.5879091526400573] User Vector: [1.9888100329896083, -0.5249029828852374] Predicted: 1.0019492742472629 Movie Vector: [1.970738635497471, -0.9216895009491561] User Vector: [1.94832344284775, -0.4086340685150327] Predicted: 4.2162700139459535 Movie Vector: [1.500594933386997, 0.053176626867057764] User Vector: [1.4074274954399282, -0.37438173919319245] Predicted: 2.0920702107157907 Movie Vector: [0.5268229862769814, 0.5210545263153493] User Vector: [1.8500484881717876, -0.9873272366465081] Predicted: 0.46019674368678676 Movie Vector: [2.0162884934438448, -0.5575111876176769] User Vector: [1.8978558566774826, -0.7776914958341825] Predicted: 4.260196635476501 Movie Vector: [2.243062470258817, -0.43578792743386385] User Vector: [1.388016478668508, -0.5953297270114332] Predicted: 3.3728451792762084 Movie Vector: [1.7081514599075454, -1.0167990320343057] User Vector: [1.6245900384886554, -0.13242458188779938] Predicted: 2.909695032676714 Movie Vector: [0.7641793439062424, 0.0478924951033023] User Vector: [1.7626748047613834, -0.3922147920895284] Predicted: 1.3282155308130275 Movie Vector: [2.1681476934485437, 0.5264527437893781] User Vector: [1.6381526285361734, -0.28540819160121245] Predicted: 3.4015029175089504 Movie Vector: [-0.3282542986640093, -1.520271977712213] User Vector:
avg loss: 11.585146869654965: 55%|████████████████████████▉ | 38807/70000 [01:02<00:50, 614.24it/s]
[1.4792006722586881, -0.607573825845924] Predicted: 0.43812348256935174 Movie Vector: [1.746455712319659, -0.3196603036054918] User Vector: [1.726396365937482, -0.0868810790045432] Predicted: 3.0428472271115803 Movie Vector: [2.285983892331099, 0.5059226565176668] User Vector: [1.820274245101798, -0.7628191499369147] Predicted: 3.7751901131492294 Movie Vector: [1.6006020497441058, -0.02913239108322786] User Vector: [0.7674176609816574, 0.4508061177593446] Predicted: 1.2151972210517914 Movie Vector: [2.4928318033418466, -0.17527391161160513] User Vector: [1.7856491431714085, 0.7645972853310578] Predicted: 4.317309016700216 Movie Vector: [2.0394903505444875, -0.6292075866322773] User Vector: [1.3096733712409885, 0.14218483334436632] Predicted: 2.581602427166743 Movie Vector: [1.8871285328613634, 0.07276757177865079] User Vector: [0.6933684126325615, -2.08989191213889] Predicted: 1.1563989555375098 Movie Vector: [-0.0660784362488846, 0.02354575548328669] User Vector: [1.4972435966182966, -0.9416490731965116] Predicted: -0.12110735437674139 Movie Vector: [-0.6206950790284058, -1.6295504262242366] User Vector: [1.7653537824624275, 0.17670076953257766] Predicted: -1.383689219824574 Movie Vector: [1.7550162100271094, -0.07337403874944012] User Vector: [1.9150252116428697, -0.874714713250229] Predicted: 3.4250816403085595 Movie Vector: [2.1949251012366258, -0.6562570907943489] User Vector: [1.8871304453414441, -0.8985872434702833] Predicted: 4.731814234012509 Movie Vector: [1.627378439138896, -0.6877858969176305] User Vector: [1.9527803981382206, 0.25308347132988396] Predicted: 3.0038454739795575 Movie Vector: [1.3724294599794336, -0.23747171761207883] User Vector: [1.8571711794381407, 0.12299944670093013] Predicted: 2.5196275490122497 Movie Vector: [0.3700462550073846, -0.47873316692395385] User Vector: [0.45797732040419886, 1.0945346955143578] Predicted: -0.35451726879784323 Movie Vector: [1.2876904007361776, 0.5073601239906063] User Vector: [1.3963389645352853, -0.03394859915147595] Predicted: 1.7808281153311805 Movie Vector: [2.0272841635225105, 0.27967826941059903] User Vector: [2.0212605793072793, -0.791328484895426] Predicted: 3.8763521815911184 Movie Vector: [1.6349976204460384, 0.21073216078750354] User Vector: [1.7426558970426107, 0.2967087812137775] Predicted: 2.911764327510731 Movie Vector: [1.6895952360635351, -1.1479854996113357] User Vector: [1.5257128998100367, 0.6740833051018518] Predicted: 1.8039993873327098 Movie Vector: [2.237877359542423, -0.8186663680560774] User Vector: [2.14919215433509, -0.7728513761821366] Predicted: 5.442335892678874 Movie Vector: [2.0159567333813726, -0.7165777663394087] User Vector: [2.075179858020032, -0.13164407776416095] Predicted: 4.277806026948938 Movie Vector: [1.4654852646764756, -0.734325485410157] User Vector: [-0.3026548003680849, -1.16421136469602] Predicted: 0.4113739252773973 Movie Vector: [2.3665367599699216, -0.06740074237643481] User Vector: [1.9504140064793947, -0.23413831099413224] Predicted: 4.6315075394734695 Movie Vector: [2.007054952835995, -0.28870441135533287] User Vector: [0.008649110420098083, -1.249182209788989] Predicted: 0.37800365445896733 Movie Vector: [0.6352096193037369, -0.6623857389117229] User Vector: [1.914029143212042, 0.18271150338308448] Predicted: 1.0947842292199026 Movie Vector: [1.6967718573153103, 0.02736088474441058] User Vector: [1.861155211471156, -0.5631991161556001] Predicted: 3.1425461588146955 Movie Vector: [2.219788218296736, -0.18443813060792727] User Vector: [1.8976283278846597, -0.7041354568490855] Predicted: 4.342202432300508 Movie Vector: [1.6634519963683263, -1.4949337009938284] User Vector: [1.6588601448105509, -0.27254961279539236] Predicted: 3.1668778209416124 Movie Vector: [2.1799120429843044, -0.25938829387860496] User Vector: [2.1085944399576406, -0.5391033247869849] Predicted: 4.736387505074185 Movie Vector: [2.467334687521238, -0.1861915241867075] User Vector: [1.97373033386993, -0.6607944500233824] Predicted: 4.992887642394123 Movie Vector: [1.577273023650927, 0.5905323525288565] User Vector: [2.0178271561969074, -0.44114007500265967] Predicted: 2.9221568535735707 Movie Vector: [2.0255715504718403, 0.9875711915201963] User Vector: [2.2156899358053552, -0.31513552945916956] Predicted: 4.176819728315766 Movie Vector: [1.6945291955314836, -1.4001813884714982] User Vector: [1.6769742734083648, -0.7247999309484309] Predicted: 3.8565332401250907 Movie Vector: [2.2822350254216626, -0.45258930330355684] User Vector: [1.5542633810420239, -0.30731936690583855] Predicted: 3.6862837851040062 Movie Vector: [0.5659353225402016, -0.4596615919356694] User Vector: [1.240714791221084, 0.05194091479750831] Predicted: 0.6782890819676854 Movie Vector: [0.6926623975589945, 0.5420173971597095] User Vector: [1.9434366611000264, -0.029471059122978094] Predicted: 1.3301716704242148 Movie Vector: [1.9683488617910372, -0.7182046152618353] User Vector: [1.6670708277671795, -0.26863848465334683] Predicted: 3.4743143658755495 Movie Vector: [2.860075769285274, 0.07093233704501997] User Vector: [0.9284469858163459, -0.7273066263924509] Predicted: 2.6038391684409334 Movie Vector: [2.070881602933293, 0.19149744188913023] User Vector: [2.0080049063965233, -1.302905217650771] Predicted: 3.9088374030522264 Movie Vector: [1.5841887475547989, -0.10338481045420515] User Vector: [2.35623817649176, 0.36616335390420796] Predicted: 3.694870276818622 Movie Vector: [2.072149192058814, 0.16984644734852772] User Vector: [1.8050749978878669, -0.5757127662742011] Predicted: 3.6426019304340427 Movie Vector: [1.2547380292779917, -0.7694898449066564] User Vector: [2.255007478627573, -0.5664289642354086] Predicted: 3.2653049755804364 Movie Vector: [1.9103739632742027, 0.596552529933293] User Vector: [1.353069554508042, 0.14005961045274143] Predicted: 2.6684217623882422 Movie Vector: [0.6240222412589745, 0.48859873837485274] User Vector: [1.6032697780258856, -0.4615935765410864] Predicted: 0.7749419610865809 Movie Vector: [1.0724389018457747, -0.4408166306461887] User Vector: [1.5740518738449123, 0.685088824383728] Predicted: 1.3860759157763283 Movie Vector: [1.8403662268867105, -1.081372568816675] User Vector: [0.5923937018459988, 1.1242444595687318] Predicted: -0.12550575732398217 Movie Vector: [1.1329701735333044, -1.4942047075804543] User Vector: [1.6763444737058393, -0.1717756402946072] Predicted: 2.1559162596519497 Movie Vector: [0.8007252767973346, 0.2833944602379577] User Vector: [1.1103537321370458, 0.41408946508468625] Predicted: 1.0064389599562888 Movie Vector: [2.126940028961715, -0.5015676861705853] User Vector: [1.117321396756105, -0.7233321140040173] Predicted: 2.739275618729847 Movie Vector: [0.801631823412962, -1.4556057281333215] User Vector: [1.662080402877642, -0.07829030052739397] Predicted: 1.4463363539227085 Movie Vector: [2.103345023804275, 0.14050121162404758] User Vector: [2.058652057503296, -0.047814856727478955] Predicted: 4.323337515590149 Movie Vector: [2.2791756372357574, -0.06102099479920738] User Vector: [2.4641566068241456, -0.061224555765208986] Predicted: 5.619981687906057 Movie Vector: [1.8231673229217016, -0.45976022394432475] User Vector: [1.353514784070341, -0.1185925680469071] Predicted: 2.522208071051847 Movie Vector: [2.0994313690494777, -0.49284248644033246] User Vector: [1.9451835971632048, 0.33023811216246884] Predicted: 3.921024090129422 Movie Vector: [2.1612153471930897, -0.036734045327545456] User Vector: [0.4707735396536461, 1.5089432340813775] Predicted: 0.9620134097944362 Movie Vector: [2.0188111261774413, -0.5065295629954548] User Vector: [0.4923203580198827, 0.026232877655322867] Predicted: 0.9806140883593366 Movie Vector: [2.2327655508476805, -0.6829684411896324] User Vector: [1.654614925667986, 0.10343089416810727] Predicted: 3.6237271693890327 Movie Vector: [1.4934488947125908, -0.6588028682707268] User Vector: [1.2998420109969617, 0.003916854650636181] Predicted: 1.9386671795459651 Movie Vector: [2.0628037147751526, -1.2319493206573149] User Vector: [1.7817742982087372, -0.12342933565404796] Predicted: 3.827509327444062 Movie Vector: [2.295912589310129, -0.08792850280771333] User Vector: [2.200116596472739, 0.0886210876163652] Predicted: 5.043483072240616 Movie Vector: [0.9193674827990194, -0.6292765451976781] User Vector: [2.386414448256388, -0.050107111434242305] Predicted: 2.225523074181861 Movie Vector: [0.04818658746714016, 0.11476221160425129] User Vector: [1.7551900606549178, -0.8561377976931096] Predicted: -0.013675647722051085 Movie Vector: [1.2267126787223868, -0.668353327253035] User Vector: [1.879275148282334, -0.6829066039906874] Predicted: 2.761753552186079 Movie Vector: [1.7443145878608994, -0.618165591012468] User Vector: [1.8538238024981342, 0.12876021421508865] Predicted: 3.154056768102096 Movie Vector: [2.0828030323756925, -0.7366482197182211] User Vector: [1.674944675677578, 0.3441471244254004] Predicted: 3.235064483033664 Movie Vector: [1.8574864841475915, -0.16826119897357983] User Vector: [1.8535292470511313, -0.272876601367138] Predicted: 3.4888200684876085 Movie Vector: [1.5050990925239809, 0.1377093073105389] User Vector: [2.3351406595053614, -0.5695775937776723] Predicted: 3.436181951638643 Movie Vector: [2.385960726891244, -0.3344978870183731] User Vector: [1.4325498129932572, -0.3498738916359604] Predicted: 3.5350396705924316 Movie Vector: [0.8716056081653771, 0.41447187484761916] User Vector: [1.759556507752741, -0.8457385735077303] Predicted: 1.1831044678484752 Movie Vector: [1.507039906729358, -0.3542678598946331] User Vector: [1.886196501824377, -0.5676369497009277] Predicted: 3.0436689275503155 Movie Vector: [1.5763460763722723, -1.4806222565713558] User Vector: [2.4279048535799537, -0.02810743970081296] Predicted: 3.868834790542217 Movie Vector: [1.4305707554309954, 0.6672735466687141] User Vector: [2.0989204389792553, -0.9216026665933295] Predicted: 2.3876931180230345 Movie Vector: [2.398878838503107, -0.07128326148091374] User Vector: [1.3542368878531579, -0.12312785637845074] Predicted: 3.257427167773055 Movie Vector: [1.7630637921081058, -0.15060902954061037] User Vector: [2.046304962889588, 0.6137680823084326] Predicted: 3.5153271724422797 Movie Vector: [1.2575892464745024, -0.36023197264117884] User Vector: [0.44735139049972866, 1.4956262770565318] Predicted: 0.023811893969817977 Movie Vector: [2.17300806226859, 0.6043158617683978] User Vector: [1.6798169668884417, 0.3473706170140254] Predicted: 3.860177385958004 Movie Vector: [0.4430540362222679, -1.2446454963982827] User Vector: [2.2400275077277882, -0.5572422374323526] Predicted: 1.6860222697707843 Movie Vector: [2.281146500807014, 0.7949160766876219] User Vector: [2.01395970041157, -0.7163620815297551] Predicted: 4.024689388022784 Movie Vector: [-0.41029561915054436, -1.1823028121120616] User Vector: [1.6820529507949502, -0.11455651938841183] Predicted: -0.554698461871725 Movie Vector: [1.4087319828462457, -0.4568543427430337] User Vector: [1.9351943023357743, -0.04834701785586343] Predicted: 2.748257651788358 Movie Vector: [1.0883408785148116, 0.28311262924182734] User Vector: [1.5825414680647358, 0.5926181756094844] Predicted: 1.8901222614729905 Movie Vector: [1.3175023314174634, -0.15992504148329548] User Vector: [1.4784222639595446, -0.0938776197360462] Predicted: 1.9628381618168247 Movie Vector: [1.845541230087453, 0.16321870005555728] User Vector: [1.807833432689242, -0.18654483090459018] Predicted: 3.3059835323561955 Movie Vector: [1.4090420754130728, -1.2419476834156917] User Vector: [1.9919753546395687, -0.10611756073503899] Predicted: 2.9385695465976354 Movie Vector: [2.272683694997835, -0.17768532922391356] User Vector: [2.2561841363963127, 0.49078980317875676] Predicted: 5.040386751943114 Movie Vector: [1.1332099068655357, -0.26206320030479746] User Vector: [2.2452939404724375, -0.7159939850863006] Predicted: 2.732025012299224 Movie Vector: [0.4867038281784628, -1.1336238653778468] User Vector: [0.19842911402743857, 1.4203211581227515] Predicted: -1.5135337519298384 Movie Vector: [-0.28624021885793516, -0.8176658172327081] User Vector: [0.4135580989459371, 0.6859154926427383] Predicted: -0.6792266125970569 Movie Vector: [1.2468605570068327, -0.6756748305195602] User Vector: [1.3594474622934767, -0.5905611312406019] Predicted: 2.094068712319203 Movie Vector: [1.8117250960269622, 0.18130878034205583] User Vector: [1.673351054718346, 1.359424112806481] Predicted: 3.2781276281569385 Movie Vector: [2.5906548926578155, -1.192729168439336] User Vector: [2.2896911047217667, -0.3396777607398907] Predicted: 6.336943036227149 Movie Vector: [1.2440962157340874, -0.1532895628022625] User Vector: [1.5794948707875796, -0.4100866219241586] Predicted: 2.02790559050404 Movie Vector: [-1.290409254159285, 0.48057996318415497] User Vector: [1.4747565720424476, -0.14916691571574142] Predicted: -1.9747261590587637 Movie Vector: [1.4016977999090316, -0.37081373246787364] User Vector: [1.6924158491275278, -0.46909227068432846] Predicted: 2.5462014280175174 Movie Vector: [1.8076027795652054, -0.3113949085704743] User Vector: [2.0573959789917273, -0.4269504591849732] Predicted: 3.85190488949375 Movie Vector: [1.1218301387188652, -0.24728618855878823] User Vector: [1.5232748628631776, -0.2863475079194753] Predicted: 1.7796654345494733 Movie Vector: [0.4822053965348669, -0.8541244749720166] User Vector: [0.7093129910208688, 0.3360625584619181] Predicted: 0.054995295798512034 Movie Vector: [1.1113645166826982, 0.6171506848322149] User Vector: [1.7616332660168832, -0.4318044465881494] Predicted: 1.6913282933335445 Movie Vector: [2.3028316245192695, -0.5069036191162745] User Vector: [1.4635734216429932, -0.5760622582390096] Predicted: 3.6623712037030076 Movie Vector: [1.7697003708570078, -0.3771694152501488] User Vector: [0.6689772949793151, 1.5055743769512082] Predicted: 0.6160327596495175 Movie Vector: [0.5862057564478791, -0.36850734382419065] User Vector: [1.5027372567344346, 0.44611342406504423] Predicted: 0.7165171573798956 Movie Vector: [1.343599636663252, 0.014571330597771423] User Vector: [2.042328969753578, -0.41638939578173567] Predicted: 2.738005114164399 Movie Vector: [2.2050195584587073, -0.9998165757832154] User Vector: [1.9317098956371412, -0.6221996468898064] Predicted: 4.881543621555017 Movie Vector: [2.2812502051529164, -0.3115341571517082] User Vector: [2.149529900336894, -0.3006436534076288] Predicted: 4.997276293293224 Movie Vector: [1.6749998717672065, -0.6784160109377096] User Vector: [0.4791825804892969, 0.3243823872160274] Predicted: 0.5825645557191026 Movie Vector: [2.2767708642288587, -0.11880235142348247] User Vector: [2.039651982156213, 0.5728129488653223] Predicted: 4.575768680888887 Movie Vector: [0.8951488642800938, -0.628768031256272] User Vector: [1.761221656273868, -0.29424093323767353] Predicted: 1.7615648576659189 Movie Vector: [2.4362879895160816, 0.6812837624130955] User Vector: [2.048038546270508, -0.8230864520878522] Predicted: 4.428856277475156 Movie Vector: [2.0394518132086037, -0.9361011457259885] User Vector: [2.122698517625328, -0.04353662127607345] Predicted: 4.369896021723761 Movie Vector: [1.7480257065388254, -0.7957634062514113] User Vector: [0.380359850755984, -0.5805538914884198] Predicted: 1.1268623390600683 Movie Vector: [1.74838977097337, -1.2888876541514718] User Vector: [1.7612160757548214, 0.48876499821495084] Predicted: 2.449328999342973 Movie Vector: [1.8668498229847108, -0.49256085997735904] User Vector: [1.5056524423669848, -0.2704590002295362] Predicted: 2.9440445132509803 Movie Vector: [0.29187707870882884, 2.194245329358803] User Vector: [2.330242773072927, -0.410647359410397] Predicted: -0.2209165971129029 Movie Vector: [1.722783685895707, -0.6745256667166883] User Vector: [2.0644937897838402, -0.6367694465102784] Predicted: 3.9861935561247637 Movie Vector: [1.3131900317514942, -0.1712284938684326] User Vector: [2.1507844750747616, -0.44303845292345684] Predicted: 2.9002495401339305 Movie Vector: [1.2411937441799878, -0.8317848443311269] User Vector: [2.2027137973153925, -0.8731894286778479] Predicted: 3.4603003184512002 Movie Vector: [2.1011800564438246, 0.16058730894043827] User Vector: [1.9539748416915852, 0.029477436370103006] Predicted: 4.110386670336476 Movie Vector: [1.3623620792317779, -0.3351367405331944] User Vector: [0.698147895771694, 0.055128043663792585] Predicted: 0.9326547860293606 Movie Vector: [1.2114088785637396, -0.6912386899430532] User Vector: [1.290578072828167, 0.2215359315664244] Predicted: 1.410283528792433 Movie Vector: [1.9077548956273038, -0.27626554869959186] User Vector: [1.7941126278435973, -0.24753919872545965] Predicted: 3.4911137016359364 Movie Vector: [1.2789231335568076, -0.850986944080712] User Vector: [-0.28510353425363943, -0.267411776287918] Predicted: -0.13706157510133485 Movie Vector: [1.9036794978801381, -0.35047981475938583] User Vector: [1.9463817464547324, -0.8739678332568817] Predicted: 4.011595110079545 Movie Vector: [1.6041532378897967, -0.09525018731043304] User Vector: [1.803683095663747, 0.22470283911815112] Predicted: 2.871981090520902 Movie Vector: [1.8907365864560848, -0.13536623051199098] User Vector: [1.832946932594693, 0.48760973435330696] Predicted: 3.399613934788881 Movie Vector: [2.149741295488594, 0.2892627441102596] User Vector: [1.5669702760020139, -0.019359365188748538] Predicted: 3.3629807680259596 Movie Vector: [1.84856328909765, -0.3723720661339403] User Vector: [1.655504237501423, -0.5955378784999401] Predicted: 3.282066028668774
avg loss: 11.562182104770237: 56%|█████████████████████████ | 38934/70000 [01:02<00:51, 602.31it/s]
Movie Vector: [0.47810362803078393, 0.036664128898722115] User Vector: [1.9023014990196678, -0.5564729650525012] Predicted: 0.889094651770363 Movie Vector: [0.18582364491988265, -1.0349492595642187] User Vector: [1.5410762063722285, 0.6257305922812382] Predicted: -0.3612310154007547 Movie Vector: [0.9564381650943576, -0.8247920089527186] User Vector: [2.360948068078797, -0.7427398603432651] Predicted: 2.8707067396581363 Movie Vector: [2.063549441952407, -0.504145719335302] User Vector: [0.08849141116455331, -0.5986114124855514] Predicted: 0.48439378327604443 Movie Vector: [1.8681047974057616, -0.27079490355121943] User Vector: [2.3247536217071474, -0.4490578847061081] Predicted: 4.464485980075446 Movie Vector: [2.12782201790463, 0.6922567763560274] User Vector: [2.0053076067844606, -0.5468309904544345] Predicted: 3.8883902197240543 Movie Vector: [-1.4589499195736395, 1.1065444112494394] User Vector: [0.6180263982324925, 1.0102559446289006] Predicted: 0.21622350546495206 Movie Vector: [1.0690167600168687, -0.9104877011678275] User Vector: [2.1118744910413425, 0.004094313214072928] Predicted: 2.2539014041491474 Movie Vector: [1.71853005795941, -0.5445881752529114] User Vector: [1.9345287910890632, 0.9555831779912808] Predicted: 2.8041465762697855 Movie Vector: [1.4066496408806966, -0.6762031624734868] User Vector: [0.6421616244594543, -0.7985623518744179] Predicted: 1.4432868062030029 Movie Vector: [1.9402597466503846, -1.0357242819550618] User Vector: [1.751951022256345, -0.24143369789392438] Predicted: 3.649298789977918 Movie Vector: [1.9470253126763342, -0.1040733593621997] User Vector: [1.6307742363258029, -0.47824832158053954] Predicted: 3.224931626822977 Movie Vector: [1.4393857846742732, 0.1345545110158309] User Vector: [1.8924268455010598, -0.6900720802653066] Predicted: 2.631079988624427 Movie Vector: [1.8687544219699561, -0.012408455770960137] User Vector: [1.612133611884034, -0.022116386304265087] Predicted: 3.012956246215955 Movie Vector: [0.5205798166141504, 0.5855998016774161] User Vector: [1.7777896760600802, -0.4203425272705728] Predicted: 0.6793289229356552 Movie Vector: [-0.3443314293231281, -0.9832309403371151] User Vector: [2.0361831305617755, 0.13841255846159708] Predicted: -0.8372133577206398 Movie Vector: [-0.4370154741337543, 0.5247121666186615] User Vector: [2.019932966758921, -0.7819729519890707] Predicted: -1.2930526850619268 Movie Vector: [1.060077142039956, -1.316087218369973] User Vector: [2.3234730960401704, -0.7104230220977563] Predicted: 3.3980393782756178 Movie Vector: [1.8434975231656494, -0.546058490481478] User Vector: [1.259586497651625, -0.3231221497453283] Predicted: 2.4984881819647295 Movie Vector: [1.990251093493288, -0.3893523483604787] User Vector: [1.3669097114522442, -0.4656318957923748] Predicted: 2.9017884200227266 Movie Vector: [1.018459621643498, -1.3033622831586915] User Vector: [1.785301746132203, -0.41189220590960746] Predicted: 2.3551025067948954 Movie Vector: [1.141401445785696, -1.652028551274462] User Vector: [1.7992292886546752, 0.03587454183088121] Predicted: 1.9943771440019098 Movie Vector: [-0.1682305464470446, 1.762738288005239] User Vector: [1.6444384735785238, -0.07188002024907471] Predicted: -0.40335044684429483 Movie Vector: [1.7868685978153054, -0.5220312429732126] User Vector: [0.9929144198856418, -0.09782976049020095] Predicted: 1.8252777886801252 Movie Vector: [1.9233907218306094, -0.15295735642083563] User Vector: [1.966184817307462, -0.8710681528570468] Predicted: 3.9149779169367784 Movie Vector: [2.793067185409981, 0.1234240655143882] User Vector: [1.6064526188430612, -0.8786403896337568] Predicted: 4.378484725592737 Movie Vector: [1.92984185375464, 0.12106485313872518] User Vector: [1.3630532082938465, 0.515507025725212] Predicted: 2.69288691262141 Movie Vector: [2.3875897278484457, -0.5375765592812062] User Vector: [2.290165369933061, 0.9274646629947689] Predicted: 4.96939204993878 Movie Vector: [1.0570469356127776, -0.48548963112826465] User Vector: [0.8160132407514022, -0.18871036135555594] Predicted: 0.9541812192803119 Movie Vector: [0.9718883739577969, -0.1650961970394994] User Vector: [1.9198569656942863, 0.21008968393716765] Predicted: 1.8312016567649132 Movie Vector: [2.449146630079162, -0.23533586324398542] User Vector: [1.9417917746611184, -0.24795007776966338] Predicted: 4.81408432682005 Movie Vector: [2.3812755800321477, -0.26735981023154537] User Vector: [1.9597005198960127, -1.3220881889651603] Predicted: 5.020060239515772 Movie Vector: [1.6694271724198426, 0.09762709986140983] User Vector: [1.1864851945320731, -0.3034156514764874] Predicted: 1.951129033319476 Movie Vector: [2.379506537250774, -0.26616634697362274] User Vector: [1.791211118312543, 1.20808368596819] Predicted: 3.9406473440883834 Movie Vector: [1.8609664481367998, -1.0292553812935157] User Vector: [1.6105008747202179, 0.06398941943217172] Predicted: 2.931226638252882 Movie Vector: [1.0177152563351068, -0.039062974885022056] User Vector: [0.7213345660372301, -0.049970557234494395] Predicted: 0.7360651914001943 Movie Vector: [1.4153212570806586, -0.8962960148936259] User Vector: [1.6414620050683308, 0.2332538220929528] Predicted: 2.114131597262828 Movie Vector: [2.4008937631561484, 0.01675375713990846] User Vector: [2.0082872193436914, -0.4527302184819656] Predicted: 4.814099327418128 Movie Vector: [0.9290299322714819, -0.06516194684664743] User Vector: [-0.9425835803547205, 0.4321290095606027] Predicted: -0.9038467273690393 Movie Vector: [2.5132433998951944, -0.510158151473892] User Vector: [1.8627182606034423, -0.628012969299999] Predicted: 5.001850309845576 Movie Vector: [2.521271451165484, 0.5485262352438378] User Vector: [0.3953212838358407, -0.7966371803971791] Predicted: 0.5597358735548617 Movie Vector: [2.549315686150725, -0.8091181884694171] User Vector: [1.8704593520272188, 0.1438678114340364] Predicted: 4.651985303463743 Movie Vector: [2.4251596441701317, 0.0024104459714048565] User Vector: [2.570626451667344, -0.14120492759658843] Predicted: 6.233839163971036 Movie Vector: [1.7221031841608383, -0.22717031974562424] User Vector: [2.221419445598841, -1.14890588631538] Predicted: 4.086510818174463 Movie Vector: [0.06552458141654242, 0.05685974752784726] User Vector: [1.8163176297099033, -0.6095245941198201] Predicted: 0.08435603787256138 Movie Vector: [1.3959916385466666, -0.07215334933270505] User Vector: [1.558910502882829, -0.03198633984458949] Predicted: 2.1785339488196898 Movie Vector: [1.2411058907558727, -0.6731749308872893] User Vector: [1.7499920336940973, 0.2614990999490325] Predicted: 1.9958907832583155 Movie Vector: [2.0799826230499967, 0.11321957178671078] User Vector: [1.8868386580955558, 0.11786607750459879] Predicted: 3.93793636816098 Movie Vector: [0.8023528689430508, 0.22540701463632645] User Vector: [1.3772031148179373, 0.04864351377832252] Predicted: 1.1159674595136706 Movie Vector: [1.9364027278108376, -0.3403809796122128] User Vector: [1.0425648827322114, -0.31909346157361074] Predicted: 2.1274388278807175 Movie Vector: [2.4018348392618294, -0.2959333340543944] User Vector: [1.1672584155298182, 0.11779683490884352] Predicted: 2.768701918745449 Movie Vector: [2.3251929752928997, 0.3223437393675473] User Vector: [1.9119815143703018, 0.20950403105889964] Predicted: 4.513258298887807 Movie Vector: [-0.7500857071614491, 0.29137342990362036] User Vector: [1.8224052407050635, -0.9201276367499831] Predicted: -1.6350608691779434 Movie Vector: [2.5786083166207874, -0.8068651233962273] User Vector: [1.8210155033756688, -0.33097614044093654] Predicted: 4.962738826097973 Movie Vector: [1.9520901867259997, -1.1119024328137213] User Vector: [1.7776904038914738, 0.1690632372216427] Predicted: 3.282230167707417 Movie Vector: [1.9246687900879182, -0.19839972320866262] User Vector: [1.980822887323796, -0.24274042838122303] Predicted: 3.860587623726334 Movie Vector: [2.0039035817228963, -0.12075374104839288] User Vector: [1.8025335042176058, -0.6460357681521546] Predicted: 3.6901145811326286 Movie Vector: [1.6177925549095915, -0.11873572306210307] User Vector: [1.8935893198407767, 0.12686386487648063] Predicted: 3.0483714309681638 Movie Vector: [2.222339993386031, -0.05680584095786591] User Vector: [0.9679989076069487, 0.44715535939527556] Predicted: 2.1258216496996463 Movie Vector: [0.7845538151254289, 0.4423804759561434] User Vector: [1.626563126377029, -1.2390767391755906] Predicted: 0.7279829487187593 Movie Vector: [0.7922633684170955, -0.14857623562297081] User Vector: [0.3696110796750984, 1.1986671976339145] Predicted: 0.11473585899849029 Movie Vector: [1.5311664544327515, 0.15447286803744842] User Vector: [1.6475138897994983, -0.243802093432758] Predicted: 2.4849571926669167 Movie Vector: [1.4443415278595775, -1.3608638239768944] User Vector: [2.1344333610812334, -0.26921563066569026] Predicted: 3.4492165544805844 Movie Vector: [1.0782832564563423, 0.3309069002867711] User Vector: [2.034542083185466, -0.28324766116994915] Predicted: 2.1000840572834694 Movie Vector: [0.5123690816318346, -0.839833343532654] User Vector: [1.8384011933371185, -0.572981140615976] Predicted: 1.423148598205677 Movie Vector: [1.5041875240859364, -1.2470163218929142] User Vector: [1.8391688750870034, -0.5590895100127048] Predicted: 3.463648620977991 Movie Vector: [1.2808730306051073, -0.5867229724549117] User Vector: [2.1498095058786566, -0.30068183715292385] Predicted: 2.93004995827603 Movie Vector: [1.4259392276099043, -1.384792606179051] User Vector: [1.9889919634507673, 0.09670670593384126] Predicted: 2.702262932740179 Movie Vector: [1.4907235083811248, -0.9197704964310329] User Vector: [2.17607104233684, -0.4770166606630323] Predicted: 3.6826661095028563 Movie Vector: [1.0004194406649145, -1.47220419406859] User Vector: [1.433193598474173, -0.8862966081424531] Predicted: 2.7386043218461533 Movie Vector: [-0.91177150275986, -0.8611705527428599] User Vector: [0.3488546422069207, -0.7943660176390508] Predicted: 0.36600890112060847 Movie Vector: [2.312783795917084, 0.5348505913496575] User Vector: [1.7511436350594942, -0.35154974990581145] Predicted: 3.8619900318629896 Movie Vector: [1.8719239113140969, -0.553350721435959] User Vector: [2.1738063030244423, 0.9239574680105431] Predicted: 3.557927465696975 Movie Vector: [0.8069875229899903, -0.10082506670526747] User Vector: [-0.4110508351697323, -0.7829694521080476] Predicted: -0.2527699480596084 Movie Vector: [1.7830595003887437, -0.8726898390209978] User Vector: [1.633916924716138, -0.4167921586406958] Predicted: 3.2771013772904327 Movie Vector: [1.8835084619888636, -0.32419185348866997] User Vector: [1.31748141112914, -0.6571361586510698] Predicted: 2.6945255756422792 Movie Vector: [1.8641638023488398, -0.7762783494548886] User Vector: [1.6343932530032914, -1.3080420758928355] Predicted: 4.062181484743542 Movie Vector: [2.0080754599521105, -0.4360952148595049] User Vector: [1.842336243565379, 0.08387545633853774] Predicted: 3.6629725145305985 Movie Vector: [1.809885528838635, -0.019795705797883055] User Vector: [1.7940222121767802, 0.07522908184383471] Predicted: 3.2454856274622044 Movie Vector: [1.9138966614387085, -0.3334529966283143] User Vector: [1.973543698164615, -0.8716533667448702] Predicted: 4.067814122282895 Movie Vector: [2.138293783070166, -0.3221721283891242] User Vector: [1.8978146477178763, -0.670366798400984] Predicted: 4.274058760876881 Movie Vector: [2.2905161995360293, -0.2491688484299821] User Vector: [1.4449613377900634, -0.9036138597584805] Predicted: 3.5348597767727847 Movie Vector: [1.7889575115189573, 0.8239644121296532] User Vector: [1.1181060004035939, -0.4404511910158069] Predicted: 1.6373280214192827 Movie Vector: [1.351250339003684, -0.9949616461762845] User Vector: [2.0189139846479454, 0.40132945425269406] Predicted: 2.3287507917125243 Movie Vector: [1.8468529477865725, -0.12325186432249063] User Vector: [0.30630668026113106, -0.31963567544149224] Predicted: 0.6050990882691314 Movie Vector: [1.9236850735442066, -0.9232501049207004] User Vector: [1.9880388721506155, -0.6068348675422244] Predicted: 4.384621059109696 Movie Vector: [1.3598591944462444, 0.3842842855514495] User Vector: [1.9596384077128977, -0.31477958064460393] Predicted: 2.5438674602641855 Movie Vector: [2.1450004576858275, -0.2880963841946997] User Vector: [2.124882364766075, -0.9586329376845101] Predicted: 4.8340523280686245 Movie Vector: [1.413194535233265, -0.9860394236896377] User Vector: [1.8625089980481202, -0.6279704915207277] Predicted: 3.2512911994175844 Movie Vector: [0.5032941873915385, 0.30123207959704] User Vector: [-0.06090967972027786, -1.0658907866934086] Predicted: -0.3517359860580766 Movie Vector: [0.09889392138322023, -0.9531020418871124] User Vector: [1.6928717635722055, -0.0437639060240291] Predicted: 0.2091261952910409 Movie Vector: [1.2929245653906187, 0.9913501193400203] User Vector: [0.8774476650900166, -0.13430956797106328] Predicted: 1.0013258348029028 Movie Vector: [1.6419170191207209, 0.21191027423547765] User Vector: [1.828850602085333, -0.8218839674165144] Predicted: 2.8286552720681093 Movie Vector: [1.2101227733524516, -1.0781446544856041] User Vector: [1.577545099335102, 0.42261621582324993] Predicted: 1.453381836707191 Movie Vector: [2.14306160323902, -0.03860092389561318] User Vector: [1.629779733487466, -0.8241470141463182] Predicted: 3.5245312047459705 Movie Vector: [2.044367426298234, -0.5418312553268388] User Vector: [1.9937509195863752, -0.27102102005614565] Predicted: 4.2228070956715165 Movie Vector: [2.174523227890584, -0.3717649545015894] User Vector: [1.4343393845439034, 0.18310864373611535] Predicted: 3.0509309317615974 Movie Vector: [1.994182510801021, 0.14530222703406626] User Vector: [1.8939898075712023, -0.18331050457879855] Predicted: 3.750325925339845 Movie Vector: [1.9453651716822322, 0.6044673087987513] User Vector: [1.6320404767449834, -0.5908113705552687] Predicted: 2.8177885430681116 Movie Vector: [2.1106300858673044, -0.2600551878907647] User Vector: [1.692420731293851, 0.09186668308181004] Predicted: 3.5481837058846057 Movie Vector: [1.9838766478778675, 1.2001692058895495] User Vector: [-0.007814685682805522, -0.8444904902311042] Predicted: -1.029034853478564 Movie Vector: [-1.2660615439337226, -0.4945128203806395] User Vector: [1.9649122922389488, 0.2414057353951322] Predicted: -2.6070781214727026 Movie Vector: [2.3741187706868914, -0.47075717289906654] User Vector: [1.9006929889722564, -0.6719198337477872] Predicted: 4.8287819837819255 Movie Vector: [1.624586223358415, -0.5159129775720749] User Vector: [1.751388105956539, -0.3929221498211315] Predicted: 3.047994624959022 Movie Vector: [1.232469114615257, 0.1627026455795889] User Vector: [1.8661976183248998, -0.33421576052855767] Predicted: 2.2456531379216003 Movie Vector: [2.199434879768274, -0.6058061708328893] User Vector: [0.28386601955045443, -0.6237917509904234] Predicted: 1.0022417166449038 Movie Vector: [1.1587843957849162, 0.26274352427010295] User Vector: [1.6134868541255927, -1.1638670437356131] Predicted: 1.5638848605119091 Movie Vector: [0.24746225206559463, -0.11684762691080527] User Vector: [1.752374738105182, -0.8491536978514262] Predicted: 0.532868193630839 Movie Vector: [1.0722164734244464, -1.1494024715546984] User Vector: [2.138050461339936, 0.09281944757029431] Predicted: 2.1857660232157787 Movie Vector: [0.7255469827768346, -0.9062752700255635] User Vector: [0.010929643601103378, -0.11223044674750937] Predicted: 0.10964164836879538 Movie Vector: [0.5567639137744562, -0.08441144074932848] User Vector: [2.049977836142958, -0.12268594476215965] Predicted: 1.1517097805589107 Movie Vector: [2.2406080365129757, -0.5751541407353907] User Vector: [1.5373349255614952, -0.8175104348559106] Predicted: 3.9147595007269302 Movie Vector: [1.9020012078744042, 0.15739276674848462] User Vector: [1.6645605795340512, -0.7050724511447382] Predicted: 3.0550229290100774 Movie Vector: [1.486482864780342, 0.8662287727183864] User Vector: [1.6509106535031934, -0.20802679833120807] Predicted: 2.273851599504836 Movie Vector: [1.8116751216950848, 0.17127910887691314] User Vector: [1.3183811500115086, -1.1039045080735819] Predicted: 2.1994025499595558 Movie Vector: [1.4658147590153485, -1.2353513732784849] User Vector: [1.9477550983968406, -0.08275161559503566] Predicted: 2.9572754921438222 Movie Vector: [0.9503013020910013, 0.3391765542776103] User Vector: [1.161729457205714, 0.08183386532493478] Predicted: 1.1317491443241916 Movie Vector: [1.6560183950186282, 0.2055731274199922] User Vector: [1.5715131089762047, -0.19405138871933872] Predicted: 2.5625628656182817 Movie Vector: [2.5925886474979754, 0.51331354380086] User Vector: [1.9547438315835115, -0.5908553030492262] Predicted: 4.764552637048377 Movie Vector: [2.168981469447864, -0.37457569170490584] User Vector: [1.58191788597387, 0.013301908213229827] Predicted: 3.426168009395498 Movie Vector: [-0.2386571320678465, 0.3730546417024384] User Vector: [1.5343978708887542, -0.28879936418988605] Predicted:
avg loss: 11.541852556825145: 56%|█████████████████████████ | 39054/70000 [01:02<00:53, 580.67it/s]
-0.4739329386490699 Movie Vector: [1.2014558502981947, -0.41696818105967737] User Vector: [2.3725478007937815, -0.09261070543428129] Predicted: 2.88912715276739 Movie Vector: [0.9529650431326125, 0.3112284101443504] User Vector: [1.7892603706262808, -0.21682363390127601] Predicted: 1.6376209114085332 Movie Vector: [2.167055011152543, -0.20066283363863116] User Vector: [1.7353493117922907, -0.06224074533338393] Predicted: 3.773086826545977 Movie Vector: [1.915616145740281, 0.1577879134448362] User Vector: [1.568763899306401, -0.5957489325069668] Predicted: 2.911147473368559 Movie Vector: [2.0431732004429124, 0.43350719284656064] User Vector: [1.6464758453899773, -0.7946543911218207] Predicted: 3.0195469280989764 Movie Vector: [2.0100167646855818, 0.1513870222369718] User Vector: [1.5548282665665965, -0.5023943580633334] Predicted: 3.0491748961500185 Movie Vector: [1.9779309014490778, -0.1418212513082632] User Vector: [1.8304661128235011, -1.1665888948397136] Predicted: 3.7859825854374693 Movie Vector: [1.4882663907676517, 0.3636580499915044] User Vector: [1.3266565036063642, -0.5550968100999601] Predicted: 1.7725528628932197 Movie Vector: [0.4395252602428162, -0.02126679916739512] User Vector: [1.3020189346516866, -0.08483519525558826] Predicted: 0.5740743841536842 Movie Vector: [2.0726582357706316, -0.3274225674406949] User Vector: [2.17433978143199, -0.30203386717329955] Predicted: 4.605555959592653 Movie Vector: [1.958142817210183, -0.4890761095534495] User Vector: [2.275982266654673, -0.688874602029941] Predicted: 4.793610437878583 Movie Vector: [0.7968248707177327, -0.3100624784602869] User Vector: [1.652912989864593, 0.3519393169079584] Predicted: 1.2079590025884133 Movie Vector: [2.114985029862264, -0.3701582563230266] User Vector: [1.650670045855384, -0.4789416607820848] Predicted: 3.668426646261745 Movie Vector: [1.0014682180145535, -0.7942275620503078] User Vector: [1.95105181088459, -0.5828828310083647] Predicted: 2.416857990133413 Movie Vector: [0.6025690467323828, 0.08618606011797078] User Vector: [-0.4232708402995664, -1.5067250458740022] Predicted: -0.3849086021338734 Movie Vector: [1.3921330898312152, -0.9789382680790485] User Vector: [1.4556764052446705, 0.014813692100529276] Predicted: 2.0119936017389106 Movie Vector: [2.0512819403518785, 0.24614461410198304] User Vector: [2.067098224861425, -0.2703649969584683] Predicted: 4.173652369748642 Movie Vector: [0.9907637269291181, -0.8385652259930112] User Vector: [2.0829661211861716, -0.40484380910498086] Predicted: 2.40321521756749 Movie Vector: [2.2557378731001227, -0.2274200466006174] User Vector: [1.2736453854876657, -0.19467051823841472] Predicted: 2.9172821112732796 Movie Vector: [0.7779980110992404, 0.056089703012887404] User Vector: [2.0962855944794763, -0.12970670257772582] Predicted: 1.6236308127746557 Movie Vector: [1.7960157709601132, -0.5218167807185309] User Vector: [1.3271307301808395, -0.5691761197323201] Predicted: 2.680553371991183 Movie Vector: [1.6340042251156284, -0.9500969619957027] User Vector: [1.7667244460118625, -0.6100548024086617] Predicted: 3.466446423817809 Movie Vector: [2.250502127664213, -0.7180257596153639] User Vector: [1.6650541021537182, 0.23322040515218875] Predicted: 3.5797495410057656 Movie Vector: [2.397219156019065, 0.0019502714479086901] User Vector: [1.8541227168043746, -0.36530495762383614] Predicted: 4.444026050504926 Movie Vector: [1.727127554713263, -0.6431282043216683] User Vector: [1.7575766251018832, -0.851609943787722] Predicted: 3.583253392664079 Movie Vector: [2.0079415543101917, 0.990078689561769] User Vector: [2.293453935155111, 0.9267242277531437] Predicted: 5.522651368293154 Movie Vector: [2.3737240626279243, 0.05999184851154059] User Vector: [2.010001678385753, -0.7960127016217239] Predicted: 4.7234350764978235 Movie Vector: [0.18310420448115505, 0.30948723304553827] User Vector: [1.7845553038147113, 0.30607004195707954] Predicted: 0.42148434966104703 Movie Vector: [1.9727849290164061, 0.12741028826115483] User Vector: [1.5870491806467966, -0.2914136874745914] Predicted: 3.0937776032634523 Movie Vector: [2.2781826698925034, -0.21681202229005309] User Vector: [1.717445289407869, -0.9713191587332216] Predicted: 4.123247765911545 Movie Vector: [1.8945466916522424, -0.5569395258151892] User Vector: [1.784116230821171, -0.4933512520473265] Predicted: 3.654858315000886 Movie Vector: [1.2587641820716788, -1.3280072228712971] User Vector: [2.0310540220593043, -0.8895565515795782] Predicted: 3.7379555804710374 Movie Vector: [1.009581510815904, -0.34679208301875697] User Vector: [1.3898316135470405, -0.8976166919992309] Predicted: 1.7144346625553462 Movie Vector: [0.7936060727995523, 0.13919599408030053] User Vector: [1.9224044382856276, -0.7104626181934094] Predicted: 1.4267382862039615 Movie Vector: [2.000344566127402, 0.10824478215682881] User Vector: [2.109689991048786, -1.293502249580744] Predicted: 4.080092040582571 Movie Vector: [1.365429726084725, -0.7995893575042006] User Vector: [0.12654141676444802, 1.043438226825983] Predicted: -0.6615386893520567 Movie Vector: [0.8385454420234647, -0.4957911710989522] User Vector: [1.9676670514499812, -0.680891309935202] Predicted: 1.9875581373570055 Movie Vector: [2.2387709212413136, 0.022141175018496786] User Vector: [1.939577751272055, 0.4924593473010238] Predicted: 4.35317389763258 Movie Vector: [1.8495168148138863, -1.1216574420494352] User Vector: [2.1211505944205373, -0.8185299233901647] Predicted: 4.841213871243986 Movie Vector: [2.5050723769158685, -0.08093842806460806] User Vector: [2.1178598068228536, -0.29311159625745176] Predicted: 5.329116092100894 Movie Vector: [2.184774824025095, -0.20129837966550954] User Vector: [1.9976886892990031, -0.7487463642934984] Predicted: 4.515221384532874 Movie Vector: [0.7889709852577617, -0.10440079632375013] User Vector: [2.2462874172575766, -0.5748278309878142] Predicted: 1.8322680800700049 Movie Vector: [1.8356698255572603, 0.5878328217988504] User Vector: [1.5629738421536588, 0.4082468151999521] Predicted: 3.1090847975461493 Movie Vector: [2.1660305915137283, 0.13904525823552633] User Vector: [-0.3494456090624567, -0.49638014582511536] Predicted: -0.8259291848586695 Movie Vector: [1.2484856940237292, 0.3373198709954398] User Vector: [2.080759123422433, -0.29191287999590815] Predicted: 2.499329983280136 Movie Vector: [1.8449398602006146, -0.5147220202362769] User Vector: [1.5078288925857768, -0.24726831671882454] Predicted: 2.9091280738155874 Movie Vector: [0.3397256561896598, 0.02629813009891871] User Vector: [0.9265545864576281, -0.0784428249481718] Predicted: 0.3127114652640428 Movie Vector: [1.3989287731336617, -0.6495916568503013] User Vector: [2.44057722339453, 0.30132466789951523] Predicted: 3.218455710590556 Movie Vector: [1.9797807494346182, -0.03518515513823425] User Vector: [1.0236218662642949, 0.15987335037576492] Predicted: 2.020921696894948 Movie Vector: [1.7972028860750684, -0.870823912494239] User Vector: [1.334613751272005, -0.40331959788946314] Predicted: 2.749792035801226 Movie Vector: [2.1321355472509933, -0.7346051018750196] User Vector: [0.6613967631522171, 0.250581176229646] Predicted: 1.2261093390614468 Movie Vector: [2.693416017524118, 0.17792772155234254] User Vector: [1.8728352831472654, -0.8323934389464519] Predicted: 4.8962186817863005 Movie Vector: [2.024013190617866, 0.5610212317662794] User Vector: [1.0645173075379828, 1.4879610078075418] Predicted: 2.9893747895182745 Movie Vector: [2.0108957070279225, -1.0232982990075434] User Vector: [1.7775964859538056, 0.3060909924901999] Predicted: 3.2613387504756766 Movie Vector: [1.8255750583813364, -0.49463846948408235] User Vector: [0.069466293203193, -1.384968333775988] Predicted: 0.8118745491728285 Movie Vector: [1.1137881477975577, -0.1788910922884157] User Vector: [1.9773317294107633, -0.6037244665655103] Predicted: 2.310329573746901 Movie Vector: [1.4848232859943071, -0.27147210540624583] User Vector: [1.827305347750674, 0.1364946086665481] Predicted: 2.676171052170816 Movie Vector: [2.093724935294445, 0.15265942740687055] User Vector: [1.2960674498884515, 0.16207060945393875] Predicted: 2.738350344093655 Movie Vector: [2.0642913995263616, -0.6177692069509467] User Vector: [1.80778522388144, -0.5330715271034835] Predicted: 4.061110664396144 Movie Vector: [0.8452082263881471, -0.09356555301036935] User Vector: [1.4956046267966838, -0.25224717493614157] Predicted: 1.2876989804109351 Movie Vector: [0.8697096716360619, -0.8164676356294964] User Vector: [0.9488239805192797, -1.5798107763291274] Predicted: 2.115065761829286 Movie Vector: [2.183590466305821, -0.7793346430943922] User Vector: [1.426586614741623, -0.8512497734343683] Predicted: 3.7784893696729593 Movie Vector: [1.9629098139609575, -1.0655606738828298] User Vector: [1.9988702475507467, -1.0746350282087183] Predicted: 5.068690850588105 Movie Vector: [0.9759613402915353, 0.9942533408376061] User Vector: [1.7562746873503894, -0.28048443194697814] Predicted: 1.435183614270362 Movie Vector: [0.4381940937883031, -0.7898924352612894] User Vector: [1.7449757042348941, -0.1730018731967799] Predicted: 0.9012909183239847 Movie Vector: [2.3322838366554195, -0.41956975073622155] User Vector: [2.0510687762130138, -0.2722884587577536] Predicted: 4.897918555399564 Movie Vector: [1.499485672888164, -0.9267347028582086] User Vector: [2.0943295375332522, -0.412497518801426] Predicted: 3.522692901353794 Movie Vector: [1.905330262148767, -0.986485291545358] User Vector: [1.483155358824209, -0.5823643070624351] Predicted: 3.400394611873976 Movie Vector: [0.6786108278947764, 0.049643107903654074] User Vector: [1.255431974926803, 0.43980820407394894] Predicted: 0.8737831780024073 Movie Vector: [2.108922020195615, 0.10241281986107054] User Vector: [2.199572690299619, -0.3229935225991381] Predicted: 4.605648604147539 Movie Vector: [2.2905513667758295, -0.8837546758922474] User Vector: [1.683774341207022, -1.0754027896087517] Predicted: 4.807163862378117 Movie Vector: [0.8526920093206648, 0.4577308274745965] User Vector: [1.2576212186454538, -0.5607322327313298] Predicted: 0.8156991350113055 Movie Vector: [1.402378868595511, -0.6629370579995112] User Vector: [1.7090923500402309, -0.8807448576532517] Predicted: 2.9806734009555065 Movie Vector: [1.4690363414993597, -0.2610085448130889] User Vector: [1.2713694973225502, -0.7473320134728938] Predicted: 2.062748036369395 Movie Vector: [1.792806953682308, -0.3429904681858743] User Vector: [2.0458973678829713, -0.9052164112627193] Predicted: 3.978379628369459 Movie Vector: [1.37365449319836, 0.5528592228464609] User Vector: [1.816012347096738, -0.8256243248632121] Predicted: 2.0381194976861243 Movie Vector: [-0.12463569641113281, -0.6345462799072266] User Vector: [2.062018799660777, -0.6173264810327035] Predicted: 0.13472107291895197 Movie Vector: [1.3229531571889108, -0.122154428708553] User Vector: [1.8199801696889928, 0.4952418807838662] Predicted: 2.34725252249156 Movie Vector: [2.260781949722032, -0.6812171206001758] User Vector: [1.6000584105110003, -0.4229524569774341] Predicted: 3.905505627877132 Movie Vector: [1.8718145799907873, -1.0729282238581936] User Vector: [2.083116469973263, 0.5705449633437174] Predicted: 3.287053986163282 Movie Vector: [2.3417057595196997, -0.42082055270103236] User Vector: [1.4090391134752536, -0.028944640795338733] Predicted: 3.3117355071507606 Movie Vector: [1.8962342492231783, -0.9921882818311452] User Vector: [1.3412068447580545, -1.877161110132951] Predicted: 4.405739610905835 Movie Vector: [1.99667134259449, 0.37348222491129657] User Vector: [1.9202424746335618, -0.5745057271887923] Predicted: 3.6195254427188073 Movie Vector: [1.3218650681528634, 0.08142354721559034] User Vector: [2.326842705026025, -0.14144723228419864] Predicted: 3.064254955463813 Movie Vector: [0.7810541112314209, -0.5695615437864598] User Vector: [2.382504495944154, -0.13801860664749904] Predicted: 1.9394750222579313 Movie Vector: [2.702162456675815, 0.17404031157585917] User Vector: [2.205980261262962, -1.0052802768510547] Predicted: 5.785957749548458 Movie Vector: [0.4242549770055922, -0.9725005263019415] User Vector: [1.9629110916596701, 0.21656444736081779] Predicted: 0.6221657610194109 Movie Vector: [2.0351288976156106, 0.24825734261083454] User Vector: [1.733744040837164, 0.08599043851082158] Predicted: 3.5497403563312084 Movie Vector: [0.8566338725703282, -1.0032870017940245] User Vector: [1.4012102913127087, -0.37460205843902866] Predicted: 1.5761575742097664 Movie Vector: [1.7558609585615264, -0.4432413949204108] User Vector: [2.025730816034554, 0.22225212479324524] Predicted: 3.4583903106126717 Movie Vector: [0.8648220400240862, -0.9510629911450118] User Vector: [1.6446786462060508, -0.7950357091486239] Predicted: 2.1784833816059552 Movie Vector: [-0.5358285146657941, -0.19228900014888325] User Vector: [1.9657852082732445, 0.5232636017413881] Predicted: -1.1539416030941962
avg loss: 11.518215161408698: 56%|█████████████████████████▏ | 39180/70000 [01:02<00:52, 585.88it/s]
Movie Vector: [1.7807364588383936, 0.10717149880065628] User Vector: [1.9631327449148437, -0.3759334414916456] Predicted: 3.4555327020354056 Movie Vector: [2.3972791363323345, 0.237454659573232] User Vector: [1.5391872864314566, -0.4352079456265425] Predicted: 3.5865194140977956 Movie Vector: [0.670345287808173, 1.1292191740052324] User Vector: [1.5791951126808352, -0.8232358816361309] Predicted: 0.12899226004267372 Movie Vector: [2.077930699647122, -0.20555291683694332] User Vector: [1.8698830256964465, -0.3043866297337923] Predicted: 3.948054903431642 Movie Vector: [1.9792810714636764, -0.4954740532895781] User Vector: [2.0054200023425786, 0.6172606639486173] Predicted: 3.66345320786847 Movie Vector: [1.76710341896028, -0.5976026213047304] User Vector: [1.7130643828224044, -1.3408024453028538] Predicted: 3.8284289837493306 Movie Vector: [1.7149156355757185, -0.6764409358734502] User Vector: [2.235227102979872, -0.364183859708023] Predicted: 4.079574778853699 Movie Vector: [1.9531116368117776, -0.4385975353583322] User Vector: [1.8465284473085088, -0.6168202551953881] Predicted: 3.8770120418300262 Movie Vector: [0.7504181563652574, -0.47596686461009974] User Vector: [-1.9303447415101636, -0.6550082446892875] Predicted: -1.136803521554901 Movie Vector: [1.519561677054287, -0.1727555100687761] User Vector: [1.7029949082628892, 0.0030532977756595556] Predicted: 2.587278324800242 Movie Vector: [1.5462127376798542, -0.7377113405496509] User Vector: [1.405974630601965, -0.4111523701076337] Predicted: 2.4772476488137545 Movie Vector: [1.7254283167021869, 0.08330612581625332] User Vector: [2.0348489545982202, 0.20641198990565007] Predicted: 3.5281813896766754 Movie Vector: [1.0551667730163985, 1.6670647003773764] User Vector: [1.7824277958980552, 0.09688581769119528] Predicted: 2.042273512172672 Movie Vector: [2.0630844205489884, -0.0660860829356589] User Vector: [1.8415106242070922, -0.8202500305436962] Predicted: 3.853398990623582 Movie Vector: [1.342907886558399, -0.04951099793226688] User Vector: [-0.09308922414061366, 0.4024765700185151] Predicted: -0.14493726987800515 Movie Vector: [1.8798637844387711, -0.15769917399663502] User Vector: [0.3450857719400937, 0.05908652408707524] Predicted: 0.6393963491524152 Movie Vector: [2.0735668714347573, -0.5719098959145772] User Vector: [2.133830993911467, -0.2679202677266421] Predicted: 4.577867510644469 Movie Vector: [0.4427232193214147, -1.0170590765853802] User Vector: [1.8827801109225952, -0.41118486708567087] Predicted: 1.2517497732060163 Movie Vector: [1.6814007801876791, -0.4979995304980618] User Vector: [1.9140983298933472, -0.36525616411845946] Predicted: 3.400263823481123 Movie Vector: [-0.016187587934366088, -0.8108611305448311] User Vector: [1.869582330684967, -0.3241598112069166] Predicted: 0.2325845626139394 Movie Vector: [1.222675563153685, -0.5114573094378057] User Vector: [2.0824966063466483, -0.19630832926547426] Predicted: 2.646621040836876 Movie Vector: [1.6117204766900266, -0.18076238472431108] User Vector: [2.3591423313292275, -0.31467484003730817] Predicted: 3.859159377327448 Movie Vector: [2.289063448228015, 0.18951293611319298] User Vector: [2.0487444927250427, -0.2895989822730771] Predicted: 4.6348233796293785 Movie Vector: [1.179004054710614, -0.744182869282533] User Vector: [1.6479915287438383, -0.5858550314500923] Predicted: 2.378971972805867 Movie Vector: [0.27729045941411723, 0.36379269375300516] User Vector: [1.9701245041963487, 0.20002946752895956] Predicted: 0.6190659876939548 Movie Vector: [1.7292012201507532, -1.4394885510949424] User Vector: [2.5186950006790765, -0.35059991491946113] Predicted: 4.860015031903286 Movie Vector: [1.9218886343666515, 0.15540589253973094] User Vector: [2.002761933345218, 0.2760456944043095] Predicted: 3.8919845245590072 Movie Vector: [1.2130163850735096, -0.9128039283121335] User Vector: [1.6091561318848637, 0.9027163924532325] Predicted: 1.1279296849347809 Movie Vector: [1.8635640635839161, -0.3103396598475253] User Vector: [1.6959661435705564, -0.6265311543154196] Predicted: 3.354979023527214 Movie Vector: [1.8433624798299884, 0.29782483172152585] User Vector: [1.9887794523062405, -0.5248514130575437] Predicted: 3.5097276392654897 Movie Vector: [1.377917599348034, -0.4706873670606069] User Vector: [1.9977077166074668, -0.41687331302429576] Predicted: 2.948893623172041 Movie Vector: [1.70530453823543, -0.8204892106259951] User Vector: [2.1184136485313045, -0.036735053793894704] Predicted: 3.642681123989965 Movie Vector: [2.581661709511518, -0.8074200885749149] User Vector: [1.8442379539147913, -0.5825374602600062] Predicted: 5.2315509566110245 Movie Vector: [1.3764125931085052, -0.1076073737288338] User Vector: [2.0145459289451706, -0.07408089460577674] Predicted: 2.7808180365076147 Movie Vector: [1.7984603343152268, -0.6867147094218924] User Vector: [2.0822319184917286, -0.35017281141858225] Predicted: 3.985280332693229 Movie Vector: [2.4181022017482032, -0.25474573412967494] User Vector: [2.2354134275422086, 0.37404842680830913] Predicted: 5.310170889869979 Movie Vector: [1.9554894707629829, -0.2705460008525772] User Vector: [0.3895677109561714, 0.5944575669143289] Predicted: 0.6009674395188053 Movie Vector: [2.0247041966390875, -0.5367003859607694] User Vector: [1.9257660101555794, -0.21558298851047464] Predicted: 4.014809995647061 Movie Vector: [1.1694909040947739, -0.4460480646958584] User Vector: [1.6916701247501937, -0.4201042558162974] Predicted: 2.165779513901576 Movie Vector: [1.8966193563517704, -0.568326833527995] User Vector: [2.147766126702875, -0.026474798578062477] Predicted: 4.088541147265503 Movie Vector: [1.5132732823772803, 0.30581511101933617] User Vector: [0.03155047260461162, 0.09952858733772874] Predicted: 0.07818183322522029 Movie Vector: [1.7808195907778366, -1.4374766967584605] User Vector: [2.0511378304331176, -0.7760700024335433] Predicted: 4.768288975372345 Movie Vector: [1.6654391674795554, -0.31558313745071603] User Vector: [1.9785891905433481, -0.7006079904243951] Predicted: 3.516320002023733 Movie Vector: [1.9078741254231997, -0.3307930282682813] User Vector: [1.8619210626518283, 0.20078887619285263] Predicted: 3.485891458615473 Movie Vector: [2.415934274373638, -0.34181837361415046] User Vector: [1.9157596899291292, 0.12032239024162654] Predicted: 4.587221092621437 Movie Vector: [-0.8070206287320032, -0.17967428827988038] User Vector: [1.9773243076671658, -0.5379498923050217] Predicted: -1.499085741950486 Movie Vector: [2.185224121395946, -0.6468462319537555] User Vector: [1.7703178411304619, 0.2861329835587474] Predicted: 3.68345720672322 Movie Vector: [2.1857137855272413, -0.2936309445453147] User Vector: [1.963336035970821, -0.7095949897658076] Predicted: 4.499649686533388 Movie Vector: [1.5427140191131643, -0.6432589733149402] User Vector: [-0.10632754229909126, -0.7706316276516644] Predicted: 0.33168271948457484 Movie Vector: [2.0567117920358595, 0.22422142511758672] User Vector: [1.8303118530219058, 0.07487682692010267] Predicted: 3.781212960053467 Movie Vector: [1.8700724264460067, 0.5061305566908385] User Vector: [2.0080598939765735, -0.9165655373958522] Predicted: 3.2913156126918817 Movie Vector: [2.4648951287475005, -0.20857594721539735] User Vector: [1.6822273164309776, -0.48446471843291666] Predicted: 4.2475616052562835 Movie Vector: [1.2578785019196652, 0.24368498932867616] User Vector: [1.654767713662227, -0.48214112559894445] Predicted: 1.9640061776399769 Movie Vector: [2.3744945110869784, 0.337004797534161] User Vector: [1.9079631589557446, -1.1825372967982428] Predicted: 4.131927306012502 Movie Vector: [1.6241797533651003, 0.725585631924672] User Vector: [2.0795075021082186, -0.25291308788451794] Predicted: 3.1939838792002946 Movie Vector: [1.0626593342170123, 0.2979355908310724] User Vector: [1.098336893324123, 0.07255432986388817] Predicted: 1.1887744689411444 Movie Vector: [1.9900143471611274, -0.7149320480197329] User Vector: [1.6338145850147043, 0.03943826013730177] Predicted: 3.223118788690069 Movie Vector: [1.1993154007849482, 0.7766171511214356] User Vector: [1.3434639646433446, -0.9238837443664253] Predicted: 0.8937330616791105 Movie Vector: [1.550664763608508, -1.0760255296544847] User Vector: [1.9634956428974217, -0.3213711011209594] Predicted: 3.3905270162391914 Movie Vector: [1.339727406960461, 0.3194391609156524] User Vector: [0.5942628729008752, 0.953105376152799] Predicted: 1.1006094393868109 Movie Vector: [2.2759597067283446, -0.20528116719601075] User Vector: [1.8129243833305877, 0.22415411698832885] Predicted: 4.080128229038594 Movie Vector: [1.7859504527418115, 0.39629770702094913] User Vector: [1.7837471763956931, -0.03182890575429871] Predicted: 3.173070354893402 Movie Vector: [1.1096077967957105, 0.5311734172694539] User Vector: [1.611044069975665, -0.02210915178889931] Predicted: 1.7758832673178535 Movie Vector: [0.2255728180618178, 0.7811238412992373] User Vector: [1.4879628914179017, -0.9383420758193657] Predicted: -0.39731738412817635 Movie Vector: [1.260558765600635, 0.242904054737449] User Vector: [-0.20825796501907562, -0.8393347030437109] Predicted: -0.46639920596211626 Movie Vector: [0.8190137889142657, -0.32441096108308204] User Vector: [1.7698378978551805, -0.034915338070188776] Predicted: 1.4608485608663213 Movie Vector: [1.916274303053207, -1.221798748858855] User Vector: [1.9677031831640117, -0.8706357897418674] Predicted: 4.834400764551548 Movie Vector: [0.5428028106689453, 0.10947227478027344] User Vector: [1.5208796608281328, 0.10931638375491876] Predicted: 0.8375048677871471 Movie Vector: [1.5592931507168917, 0.35893118285387393] User Vector: [1.7852651251599922, -0.22806848492218623] Predicted: 2.701890790810899 Movie Vector: [1.9107364830321834, 0.22625469617078206] User Vector: [1.7950216685748301, -0.18508969396882763] Predicted: 3.3879359775059723 Movie Vector: [2.2444573052945747, -0.692050133639917] User Vector: [1.736142656377154, 0.08739783848991373] Predicted: 3.836214382332447 Movie Vector: [1.827550021340414, -0.3648129209399766] User Vector: [1.7649060792843165, -0.49227409687129187] Predicted: 3.4050420940425843 Movie Vector: [1.8128232843550034, 0.08876344638542398] User Vector: [1.8962571886699604, -0.2767471300346758] Predicted: 3.41301415570731 Movie Vector: [1.6388503420172706, -0.008044295407804262] User Vector: [1.622234745304607, -0.01675213350442749] Predicted: 2.6587347262853758 Movie Vector: [2.1831304675676138, -0.4013669953861302] User Vector: [2.489776839121523, 0.2784788586558435] Predicted: 5.323735452153131 Movie Vector: [1.9320501271654558, -0.14876368651130367] User Vector: [0.849669014707298, 0.08788838326263682] Predicted: 1.6285285280181143 Movie Vector: [2.5646824267969017, 0.46104600425363396] User Vector: [0.9384646585890448, 1.448139574414119] Predicted: 3.0745227824384647 Movie Vector: [1.2235919173429293, -0.20778677716000216] User Vector: [2.002339168750063, -0.557922254977498] Predicted: 2.565974889929352 Movie Vector: [1.2343048585391565, 0.06564724283037902] User Vector: [2.0135972240969293, -0.3702058404998025] Predicted: 2.4610898441352838 Movie Vector: [1.0479693944529778, 0.34605643277885584] User Vector: [1.9551727926359814, -0.7042172355764997] Predicted: 1.8052623431046761 Movie Vector: [0.7813826607718775, -1.561635327376867] User Vector: [2.0115149750831858, -0.6856121362521703] Predicted: 2.6424390562626874 Movie Vector: [-0.13301655246906352, -1.0702635027400256] User Vector: [2.0476416197499905, -0.9055501124251754] Predicted: 0.6968070062794793 Movie Vector: [1.755925721769578, -0.9921967895712442] User Vector: [0.504097600119505, 1.0087902647338116] Predicted: -0.11576051968745948 Movie Vector: [0.786440742229751, 2.3865488268933617] User Vector: [0.4411496306402952, -0.5728843157390437] Predicted: -1.0202783487174867 Movie Vector: [1.9767345170515802, 0.26262711177478093] User Vector: [1.8466851138512324, -0.354185543243848] Predicted: 3.5573874804205445 Movie Vector: [2.0489744543635697, 0.11121574578605944] User Vector: [1.8754704634232888, -0.8016940220490936] Predicted: 3.753630070913309 Movie Vector: [1.6448574773812157, -1.2429581171743151] User Vector: [1.3924357668519933, -0.5941071995507575] Predicted: 3.028808749032863 Movie Vector: [2.268657461617736, -0.2114249410565103] User Vector: [1.4293556123078868, 0.18396068883492367] Predicted: 3.2038243973738365 Movie Vector: [1.593326112212762, -0.1479261507778396] User Vector: [1.6883735057641103, -1.1468871958503093] Predicted: 2.8597842021606876 Movie Vector: [0.4113085838259371, 0.2176069259018366] User Vector: [0.1563673496490391, -1.915162905533763] Predicted: -0.3524374793336702 Movie Vector: [1.8892762007991049, -0.9127470387950551] User Vector: [2.4615560567055947, -0.32314534843968545] Predicted: 4.945509234755492 Movie Vector: [-1.3950252532958984, 1.2921810150146484] User Vector: [2.4372091329277934, -0.03684671547930963] Predicted: -3.447580914205682 Movie Vector: [2.110038626035888, -0.2415237910243361] User Vector: [1.636898107149399, 0.6067580938205953] Predicted: 3.3073717179160136 Movie Vector: [2.043084202623551, -0.6879598004579183] User Vector: [1.7863595908225578, -0.24760082243113224] Predicted: 3.820022472607577 Movie Vector: [1.5394262419466402, -0.5855167377018061] User Vector: [1.7478793926638734, -0.3918079025769786] Predicted: 2.920141489747182 Movie Vector: [1.755372522752717, -0.5043858179791999] User Vector: [2.0304960765284146, -0.9646351715947467] Predicted: 4.0508253203715 Movie Vector: [1.7533856672919508, 0.559391449173095] User Vector: [2.0571657907857785, -0.6420341596244663] Predicted: 3.2478565938361355 Movie Vector: [2.572379322051911, 0.5835045046642492] User Vector: [1.7794551218792993, -0.5310076089838918] Predicted: 4.26758822818858 Movie Vector: [1.2341693895909605, -0.8858733769165734] User Vector: [2.0123120377448007, 0.2553776266571683] Predicted: 2.2573016787743168 Movie Vector: [1.064865329571623, -1.2065882427815942] User Vector: [1.7881998126070318, -0.45692102822853387] Predicted: 2.4555075233319275 Movie Vector: [1.6513188557332383, -1.4278316009899092] User Vector: [2.194013574832671, -0.4741057477806656] Predicted: 4.299959154748064 Movie Vector: [1.9454997797270879, -1.067324595480995] User Vector: [1.772158308800442, -0.4844521841172818] Predicted: 3.964801330855651 Movie Vector: [1.4069498045929825, 0.14156612319737394] User Vector: [1.9044717784088114, -1.0233910557770898] Predicted: 2.534618692203897 Movie Vector: [1.3907588512881794, 0.0639714013077498] User Vector: [1.4125779417846327, -0.4728562221058763] Predicted: 1.9343060005262152 Movie Vector: [1.9351109551954058, -0.16541426879879734] User Vector: [1.7048101478097497, -0.970116686851571] Predicted: 3.45946793596001 Movie Vector: [2.105312676325857, -0.5774945796803876] User Vector: [1.960635791882476, 0.11397309657642005] Predicted: 4.06193254080609 Movie Vector: [2.0135159848516007, 0.2555725987685609] User Vector: [1.4946458398794313, -0.4840334904476794] Predicted: 2.88578759324445 Movie Vector: [2.0765434033468, 0.12989100969140718] User Vector: [1.4758330656179084, -0.5186455013946867] Predicted: 2.9972640290018906 Movie Vector: [0.2450788812721047, -1.316122932138744] User Vector: [1.3203612940304845, 0.4445580445743935] Predicted: -0.2615003683151376 Movie Vector: [2.2528031251715457, -0.1510241236866307] User Vector: [2.1409004672170866, -0.9607843392757132] Predicted: 4.968128876118828 Movie Vector: [1.46330085413663, -0.5270129320609339] User Vector: [1.9086365327089274, 0.1442900244741425] Predicted: 2.7168667596840876 Movie Vector: [2.1058676545732538, 0.05358507033417431] User Vector: [1.7544312344522701, 0.014226877140513211] Predicted: 3.6953623370182704 Movie Vector: [1.0040236137894407, -0.38969982487099697] User Vector: [1.7001991981926, 0.6332370700429698] Predicted: 1.460267767833675 Movie Vector: [1.0789556224878445, -0.023624317751017997] User Vector: [1.3887525926457933, 0.35245629814199464] Predicted: 1.490075878499096 Movie Vector: [1.7304409725282335, 0.5665524071699884] User Vector: [2.124463081848193, 0.5874605724057307] Predicted: 4.009085162867642 Movie Vector: [1.9001233970579632, -0.17453820588149827] User Vector: [2.3168680522361846, -0.8546738202002604] Predicted: 4.551508429141725 Movie Vector: [1.1587728824043688, 0.4690629852251628] User Vector: [1.6494280437469282, -0.16288412559315465] Predicted: 1.834909574374712 Movie Vector: [1.7947974414458288, -0.3438711683706647] User Vector: [1.7155665935096298, -0.8729926761065823] Predicted: 3.3792915441728235 Movie Vector: [2.2283544780870668, -0.21763230982733062] User Vector: [1.4653822306564415, 0.6009570316231342] Predicted: 3.1346033888933773 Movie Vector: [2.218502933597711, 0.571837045774601] User Vector: [2.002492476647893, -0.3197255190371781] Predicted:
avg loss: 11.492541947039395: 56%|█████████████████████████▎ | 39311/70000 [01:03<00:50, 611.64it/s]
4.259704537685725 Movie Vector: [1.0335254669189453, 1.0735797882080078] User Vector: [1.6867189848884665, 0.21502944642005975] Predicted: 1.9741182939640347 Movie Vector: [2.5251973907330747, -0.5836025213709732] User Vector: [1.221670365435086, -0.11143529226176695] Predicted: 3.1499927366662797 Movie Vector: [0.179875644164443, -0.44223239802325903] User Vector: [1.0718340503657269, 0.2709315216433691] Predicted: 0.07298214373048154 Movie Vector: [1.959525762293328, -0.6135514182311524] User Vector: [0.590323527401089, 0.29395045768193284] Predicted: 0.9764004398298588 Movie Vector: [1.6361700494596478, -0.03856599460873273] User Vector: [1.8253391921566557, -0.33232905381646216] Predicted: 2.9993819168094 Movie Vector: [1.522820189449169, 0.2990479699053086] User Vector: [2.0364455173498333, -0.19090754361874027] Predicted: 3.044049835174791 Movie Vector: [2.076725105987751, 0.12982715473415196] User Vector: [0.686511056892548, 1.046981750833741] Predicted: 1.561621409156265 Movie Vector: [1.4805316802819486, -0.7680794330232966] User Vector: [1.1546952213364314, -0.893113160458031] Predicted: 2.3955447061690123 Movie Vector: [0.6389850147834019, 0.2369384932929891] User Vector: [1.3104431626733886, -0.08524280860954864] Predicted: 0.817156241037654 Movie Vector: [2.171235877031311, -0.37218461972434813] User Vector: [1.8505610378470252, 0.07708438030533582] Predicted: 3.9893148972391304 Movie Vector: [2.1482759532850935, 0.25386922343294777] User Vector: [1.2652808106783162, -0.29880773109922404] Predicted: 2.6423142530833745 Movie Vector: [2.1396143489981436, -0.3773044494949985] User Vector: [2.0597301420593936, 0.3712754294754435] Predicted: 4.266944295485012 Movie Vector: [1.8259415767830376, -1.4269553485384443] User Vector: [0.2725289040629422, -0.4273323329020184] Predicted: 1.107406014841588 Movie Vector: [-0.017157204169873763, 0.49659151345065855] User Vector: [1.57370104044017, 0.11996938051452617] Predicted: 0.032575466184271734 Movie Vector: [2.6241411289997396, 0.20959516365852793] User Vector: [1.650064656795245, -0.08944360002134984] Predicted: 4.311255585420559 Movie Vector: [1.749994238059673, -0.5183980901950119] User Vector: [1.2928281457747322, -0.2778221451112075] Predicted: 2.4064642753466834 Movie Vector: [0.18621819397720063, -0.26814321041690503] User Vector: [1.4979188463263013, 0.296784555512347] Predicted: 0.1993589787700609 Movie Vector: [1.5474294033208735, -1.0584454193717614] User Vector: [1.79904854746699, 0.11308740357611219] Predicted: 2.6642037760483466 Movie Vector: [2.065085632182276, -0.7402885741832972] User Vector: [2.0609128848545866, -0.9598797812295282] Predicted: 4.966549622326315 Movie Vector: [-0.5906900055392246, -0.684824541144019] User Vector: [0.796851896596827, 0.5418426879998184] Predicted: -0.8417596213964388 Movie Vector: [2.4665107763934837, -0.28940639829834414] User Vector: [2.069752958384149, -0.10972737188945032] Predicted: 5.136823779820066 Movie Vector: [2.1820193411440973, -0.61373391111886] User Vector: [1.5030417076983413, 0.12045372034149414] Predicted: 3.205739543850031 Movie Vector: [1.9609405806982854, 0.6713265540111655] User Vector: [1.2966835485432904, -1.723289365252962] Predicted: 1.3858294795230335 Movie Vector: [2.0217477390763294, 0.1691697230995283] User Vector: [1.6168603674360336, 0.017319185070320313] Predicted: 3.27181367400858 Movie Vector: [2.1468591611828107, -0.4054239019511219] User Vector: [1.7360147175401708, -0.2394053570522861] Predicted: 3.8240397543034446 Movie Vector: [0.7826449302315176, 0.04871301702934768] User Vector: [1.6163222380721138, -0.47577344557728696] Predicted: 1.2418300452910822 Movie Vector: [0.425768022984664, -1.1667272290113648] User Vector: [2.0458673860242587, -0.6757283809458251] Predicted: 1.6594556137016094 Movie Vector: [1.642835471811425, -0.2926667065971139] User Vector: [1.8333049575915739, -0.19107378727514654] Predicted: 3.067739351018033 Movie Vector: [1.5325347851317288, 0.07408150763080794] User Vector: [0.49172650498925785, 0.5456144229129799] Predicted: 0.794007912701795 Movie Vector: [2.560461906146993, -0.0699790011407136] User Vector: [2.112399499258995, -0.5048786078800689] Predicted: 5.444049349093401 Movie Vector: [2.388763250422406, -0.4759341880437009] User Vector: [2.1420957347991822, -0.32578470076194327] Predicted: 5.272011647209062 Movie Vector: [2.204389704430788, 0.10165022811222135] User Vector: [1.9544281936634975, -0.5681112054008939] Predicted: 4.250572754538966 Movie Vector: [2.2075597108660583, -0.3650569987764533] User Vector: [1.7248451367362467, -0.43019733863297543] Predicted: 3.964745180665167 Movie Vector: [2.129487490339363, 0.23966541575420924] User Vector: [1.7062640510906513, -1.0117962440503019] Predicted: 3.3909753845244426 Movie Vector: [2.210441282344808, -0.6427704319298617] User Vector: [2.4579727863152954, 0.28432601131372376] Predicted: 5.250448164650405 Movie Vector: [0.8575265785245348, -0.38837058571554967] User Vector: [1.73775156561742, -0.7688318427587887] Predicted: 1.788759827478556 Movie Vector: [2.4013646137121385, 0.14247847798691532] User Vector: [0.8191731362433706, -0.5859339714008378] Predicted: 1.8836504014324025 Movie Vector: [1.275773421561461, 0.02839971825845495] User Vector: [1.7538994179115037, 0.09365373080208185] Predicted: 2.2402380010322465 Movie Vector: [1.982108133177816, 1.0090554609933955] User Vector: [0.9145295723805872, 1.0616526630608052] Predicted: 2.883962920786879 Movie Vector: [1.785837052981846, 0.8753867188522616] User Vector: [2.1065581304325036, -0.46685463532106736] Predicted: 3.3532912161918507 Movie Vector: [2.4037678423648052, -0.524381763567932] User Vector: [1.940222943853627, -1.2283267720066584] Predicted: 5.3079576783962805 Movie Vector: [1.523769253648994, -0.07477514077848466] User Vector: [1.5050687655092665, 0.28426394404040967] Predicted: 2.2721216330765985 Movie Vector: [2.303410474521188, 0.020654982856575514] User Vector: [2.152791296232097, -0.09488127293066109] Predicted: 4.956802250133266 Movie Vector: [0.6860954917523729, -0.4636015025119838] User Vector: [0.9370616161380942, -0.07762947679958264] Predicted: 0.6789028924100448 Movie Vector: [2.4653920587024256, -0.23741026449704597] User Vector: [2.0758045298728196, -0.3993036320126708] Predicted: 5.2124707842577305 Movie Vector: [2.132678089378356, -0.3463806123633018] User Vector: [0.8704782762470222, -0.38719764685257513] Predicted: 1.9905677050542887 Movie Vector: [1.9830887974283042, -0.9423036347437501] User Vector: [1.7740337308985883, -1.1213996700522888] Predicted: 4.574765403095643 Movie Vector: [1.7937541880719308, 0.5171504275973852] User Vector: [2.1566790840049053, -0.4438070583687066] Predicted: 3.63903712925482 Movie Vector: [-0.6915965352770868, 0.6996549836775776] User Vector: [0.4280383761091032, -0.5488614528400252] Predicted: -0.6800435087107257 Movie Vector: [0.7386231871283604, 1.8363691873193468] User Vector: [1.8476488561727147, -0.17885798779373724] Predicted: 1.0362669891500014 Movie Vector: [2.2651735169872076, 0.28783661971928404] User Vector: [1.811981239341587, -1.1394311748349684] Predicted: 3.776481898866952 Movie Vector: [1.702843911249523, -0.09724396437725885] User Vector: [1.4011009559078018, -0.5756621725051919] Predicted: 2.441835903609917 Movie Vector: [1.8551697034165846, 0.9158121139277109] User Vector: [1.77012660795558, -1.1544772438816797] Predicted: 2.22660100909004 Movie Vector: [2.645997081178896, 0.586522193380898] User Vector: [0.7027142794151608, -1.0675553514540541] Predicted: 1.2332350259448994 Movie Vector: [1.2720172139717294, -0.6291743022813469] User Vector: [0.3173630655376203, -0.16938514282684516] Predicted: 0.5102640614975977 Movie Vector: [0.43489811318377514, -0.07131394975750643] User Vector: [1.6251492765156792, -0.40902817683609777] Predicted: 0.73594376885094 Movie Vector: [1.2541772745841993, -1.1016998939862896] User Vector: [2.1441314387537873, -0.961000938160691] Predicted: 3.747855555898881 Movie Vector: [2.443607132856027, -0.007189230354802783] User Vector: [1.7169357859603154, -0.271018025241519] Predicted: 4.197464944242161 Movie Vector: [1.8427017906854932, -0.5383204682950656] User Vector: [1.2913516437240835, -0.9239958406718424] Predicted: 2.8769818599481827 Movie Vector: [2.0571905539193605, -0.31373091332008296] User Vector: [2.1583619611804803, -0.9735013759907856] Predicted: 4.745579314287296 Movie Vector: [2.1546993896636786, -0.5385538010879705] User Vector: [1.5912600816185754, -1.3579695262030058] Predicted: 4.160026776757979 Movie Vector: [1.2552278854972607, 2.6715350069713137] User Vector: [1.5186186186705546, -0.5224671125797773] Predicted: 0.5104232563425135 Movie Vector: [0.8128231639292527, -2.014656753110389] User Vector: [1.4205203515510265, -0.2336027208786757] Predicted: 1.625261145736785 Movie Vector: [2.4373724702731123, 0.5602303315407888] User Vector: [1.137044156445167, 0.4443464770144473] Predicted: 3.020336498541149 Movie Vector: [1.5827032546525925, -0.6423815061809715] User Vector: [1.8942955933372254, 0.252616346734625] Predicted: 2.8358317315475676 Movie Vector: [1.3979209663233982, -0.17297359957080702] User Vector: [-0.8123810501068984, -0.14970498343955732] Predicted: -1.1097494927290241 Movie Vector: [2.082301606092482, -0.20626442951634708] User Vector: [1.8253847001708599, -0.332330126481147] Predicted: 3.8695493768521545 Movie Vector: [2.3510884641719216, 0.007414825946997745] User Vector: [0.835626027812366, -0.544083539071484] Predicted: 1.9605964296086174 Movie Vector: [2.2854206348244346, -0.1942293317908996] User Vector: [1.752853038187394, -0.028187643465690842] Predicted: 4.011481370443274 Movie Vector: [1.567388113294745, 0.23075742798399917] User Vector: [1.2265400667921253, -1.7558964273369466] Predicted: 1.517278177791153 Movie Vector: [2.3606282792285023, -0.2837930674435952] User Vector: [0.8386288219023664, -0.1426882141247442] Predicted: 2.020184838733319 Movie Vector: [1.8748020384718271, -0.3779926274023996] User Vector: [2.0617825068598954, -0.27421582163971453] Predicted: 3.9690856056433894 Movie Vector: [2.4487531412139214, -0.42301953212011945] User Vector: [1.8434002752097916, -0.7577010112544007] Predicted: 4.834554541702362 Movie Vector: [2.2810167533433447, -0.37363361811421286] User Vector: [0.4533579408638722, 0.2345414524129048] Predicted: 0.9464844869089377 Movie Vector: [0.6941194075259143, -0.6258491346231858] User Vector: [1.94876900389181, 0.30142619873174964] Predicted: 1.1640310607572273 Movie Vector: [1.7342944734626724, 0.2435164122785931] User Vector: [1.5175710432439604, -0.028710185155883555] Predicted: 2.624923672099968 Movie Vector: [2.11931405383415, -0.43331708896960364] User Vector: [2.086892817399626, -0.241505578383412] Predicted: 4.527429770955592 Movie Vector: [1.573507428182636, -0.5186814823617393] User Vector: [0.6372723852825872, -0.7128516140532796] Predicted: 1.3724957638989315 Movie Vector: [1.8550855152324226, -0.3777898942205351] User Vector: [1.5748817735821283, 0.626003839545423] Predicted: 2.68504244205224 Movie Vector: [1.3823989846378228, -0.6961025185718458] User Vector: [2.039543675006571, -0.7952660777769782] Predicted: 3.3730498251288856 Movie Vector: [1.517421595858472, 0.3189013105761925] User Vector: [1.8676872197628211, -0.8926116803576866] Predicted: 2.549413886875289 Movie Vector: [1.9189580295791346, -0.5268602331587318] User Vector: [0.1315744342702035, -0.38897274294449247] Predicted: 0.45742008717026583 Movie Vector: [2.631027546592265, 0.5660032745958935] User Vector: [1.5930909055544666, -1.1681234498720958] Predicted: 3.5303043589795595 Movie Vector: [1.5552915224783253, 0.3008023813349986] User Vector: [0.22336579737654177, 0.10575262210794698] Predicted: 0.37920957163383745 Movie Vector: [0.9933010099457165, -0.645165955297834] User Vector: [1.3453023631423253, 0.3106194822643039] Predicted: 1.1358890809824624 Movie Vector: [2.4794544237752225, -0.7751359830848913] User Vector: [1.8000046261674751, -0.3793259689394659] Predicted: 4.757058641010334 Movie Vector: [2.2104276984793914, -0.059312880145099806] User Vector: [2.0398410389847963, -0.9683143078444267] Predicted: 4.566354643550935 Movie Vector: [2.0888504348966546, -0.37561635238447133] User Vector: [1.4482363483503875, -0.9176787666545423] Predicted: 3.3698442770763095 Movie Vector: [1.5979572396691304, -0.580228874860191] User Vector: [2.3393062554957544, 0.4142417323861607] Predicted: 3.4977563524701667 Movie Vector: [1.9309375594756721, -1.2282866968099442] User Vector: [2.3044852359457906, -0.6868495678807152] Predicted: 5.293465284282425 Movie Vector: [0.7118309410165142, -0.21315823828155706] User Vector: [2.026481294840604, -0.9634815709092132] Predicted: 1.6478861213305063 Movie Vector: [2.34120534879062, -0.12608313064158735] User Vector: [1.700953945260685, 0.5659171821949669] Predicted: 3.910929864675816 Movie Vector: [-0.6592359959903337, 0.6581599832314335] User Vector: [1.8984550292110425, -0.8861455177675559] Predicted: -1.8347554111393043 Movie Vector: [1.9305631420954483, 0.5986423622790459] User Vector: [1.5869429543676488, -0.06091517865972426] Predicted: 3.027227169858734 Movie Vector: [1.7247527069031365, 0.21947660837151037] User Vector: [1.2549368428444176, 1.1885071081799936] Predicted: 2.425305225817162 Movie Vector: [1.765046588338761, 1.386207107395357] User Vector: [2.323249908746461, -0.5850119132273839] Predicted: 3.2896966532645227 Movie Vector: [2.004156135050986, -0.34624859481680015] User Vector: [1.7622820869140436, -0.8177121297024761] Predicted: 3.815020132053371 Movie Vector: [1.5209215535157736, -0.16599483784765778] User Vector: [1.801445103759973, 0.2769190304700033] Predicted: 2.693889556224203 Movie Vector: [2.1773010777975665, 0.19636520407116678] User Vector: [1.8400004241199417, -0.8437709914073803] Predicted: 3.8405476436672874 Movie Vector: [2.1667531722047833, 0.01660475535489778] User Vector: [2.098588639048076, 0.28379434043020285] Predicted: 4.551835926404285 Movie Vector: [0.9541371038976582, 0.08058043671768457] User Vector: [0.39192830025635383, 0.6241284136198745] Predicted: 0.42424587347953435 Movie Vector: [1.8022067969532358, -1.4455687756535602] User Vector: [0.9823600049734941, -1.1416020066082926] Predicted: 3.4206800929946426 Movie Vector: [2.3670718263588846, 0.32693258504858347] User Vector: [2.0007186820751457, -1.1693727869865442] Predicted: 4.353538756674978 Movie Vector: [0.7987302541731127, 0.09172384999161019] User Vector: [1.6136346317809147, -0.6347291346252976] Predicted: 1.2306389996552318 Movie Vector: [1.3263079778282336, 0.3691782316363826] User Vector: [2.053615421606989, -0.09577059596397469] Predicted: 2.6883700978076983 Movie Vector: [2.765110260230019, 0.40556683862339826] User Vector: [1.8105046226279788, 0.2865297101775082] Predicted: 5.122451856950873 Movie Vector: [2.4363319129158176, 0.5598236912241182] User Vector: [1.9819831933412924, -0.879740591982598] Predicted: 4.336269279276802 Movie Vector: [2.006149770985677, -0.5175831849231747] User Vector: [1.8464963381852733, -0.38295306444701827] Predicted: 3.9025582727488546 Movie Vector: [2.3198682745875705, -0.20483401550334018] User Vector: [1.9046875902407152, -0.556289983893264] Predicted: 4.532571424785232 Movie Vector: [2.12359944065323, 0.6476318023215978] User Vector: [1.7456947195013743, -0.46619256726762076] Predicted: 3.4052351973159536 Movie Vector: [1.9419370029462013, 0.8407919055587477] User Vector: [1.8884928259364333, 0.009257579596985949] Predicted: 3.6751177964746113 Movie Vector: [1.3008637748729541, -1.362679425388496] User Vector: [2.0658464693892356, -0.21628170112125533] Predicted: 2.982107460683604 Movie Vector: [2.3510043150684488, -0.19600248019070526] User Vector: [1.1592932099942956, -1.078774184173296] Predicted: 2.936945754789813
avg loss: 11.466187561513758: 56%|█████████████████████████▎ | 39379/70000 [01:03<00:48, 630.37it/s]
Movie Vector: [2.128389664284994, -0.9751342499309882] User Vector: [1.6488283203785739, -0.01934697268418452] Predicted: 3.528215050970971 Movie Vector: [2.3542937411934557, -0.19906343832779297] User Vector: [1.8403651603551692, 0.26595393457877586] Predicted: 4.27981847388061 Movie Vector: [2.1045924385205663, -0.01914783671580486] User Vector: [1.830477626753247, -0.6477196602152608] Predicted: 3.8648118024373734 Movie Vector: [0.9524767193454206, 0.7293639399227769] User Vector: [1.598395582040392, -0.27253562779373514] Predicted: 1.3236569209410805 Movie Vector: [2.281513666158185, -0.3115710060827893] User Vector: [1.8357451360214894, -0.1423567914499796] Predicted: 4.232631864151232 Movie Vector: [1.1988083356803694, 0.5507702483500904] User Vector: [1.7518796761538673, -0.9741402140776676] Predicted: 1.5636405112469152 Movie Vector: [1.6843038334868548, -0.9613390539877138] User Vector: [2.4418845599782792, -0.3239547882568178] Predicted: 4.424305914981376 Movie Vector: [1.6775343006549628, -0.6350457335977783] User Vector: [1.8496226637398905, -0.2608596646630225] Predicted: 3.2684632788044663 Movie Vector: [0.5999536907731077, -0.7679191802205003] User Vector: [2.1370571339466253, -0.12963062530277752] Predicted: 1.3816811584182571 Movie Vector: [2.0670361713637755, -0.2636666789654726] User Vector: [1.6096718131990566, -0.4258491602615049] Predicted: 3.4395320957335507 Movie Vector: [1.3214940515827769, -0.2351489583567809] User Vector: [1.715897153891247, -0.4001918276711188] Predicted: 2.3616525734148595 Movie Vector: [1.8678144979695697, -0.0123955612303737] User Vector: [1.811107927775389, -0.3292819124204527] Predicted: 3.386895278993958 Movie Vector: [2.0787587983811595, 0.2377405666112938] User Vector: [1.6909906667360712, -0.4040586427465912] Predicted: 3.419100595787266 Movie Vector: [1.74411830449927, -0.3929471657058902] User Vector: [1.583254451943848, -0.9049899061340111] Predicted: 3.116996288923025 Movie Vector: [2.2002903693347307, -0.34407123908254356] User Vector: [-0.07569546257445625, -1.2096480452742666] Predicted: 0.24965310448638003 Movie Vector: [0.5201930050289489, -1.5831362030641933] User Vector: [0.9482431414412902, -1.1142365162945485] Predicted: 2.257257616966461 Movie Vector: [1.3037873380885112, -1.6487907652274605] User Vector: [1.3632728583541032, -1.003170272278568] Predicted: 3.4314357719654325 Movie Vector: [2.4181325162507825, -0.7622132429703554] User Vector: [2.447329705550031, 0.375017701024416] Predicted: 5.632124080907877 Movie Vector: [0.9842978132541772, -1.3098175891085986] User Vector: [2.2922099638911617, -1.1582441796437564] Predicted: 3.7733058539575586 Movie Vector: [1.8712877722287486, -1.254781537252407] User Vector: [1.6333565750829568, -0.17011949134210097] Predicted: 3.269942983505004 Movie Vector: [1.439940136504442, -0.7185391678657562] User Vector: [1.7069696437754822, -0.47800251132170535] Predicted: 2.8013976285898465 Movie Vector: [1.996431036731493, 0.8236814188579382] User Vector: [1.6683952924768852, -0.16129195388239462] Predicted: 3.1979829580133505 Movie Vector: [1.7871701733649616, -1.449902042736515] User Vector: [1.6702460810801667, -0.21751573911752398] Predicted: 3.3003904927600303 Movie Vector: [1.3519454035698888, -0.4486856275624495] User Vector: [2.065329591099783, -0.2592469240852915] Predicted: 2.9085332163710733 Movie Vector: [1.8642178648075063, 1.4796755625324742] User Vector: [1.6876923738507388, -0.43811315555940533] Predicted: 2.4979609437266954 Movie Vector: [1.3201704164611014, 0.36385629242277673] User Vector: [2.4097248564154365, -0.30559920514588634] Predicted: 3.070053273498905 Movie Vector: [1.674122030428509, 0.11778912023007677] User Vector: [2.108887694320995, -0.2843130124506028] Predicted: 3.497046369155842 Movie Vector: [1.3235985739274334, -0.5455245031580795] User Vector: [2.0535597367638805, 0.22577047651371732] Predicted: 2.594925412027559 Movie Vector: [1.9049565013515048, -0.698947736618866] User Vector: [1.2910454353070187, -0.1522673118811926] Predicted: 2.5658122885286874 Movie Vector: [1.5764702419176742, -0.5945559874359069] User Vector: [1.9527805368234648, 0.008459357000814384] Predicted: 3.073470843943521 Movie Vector: [2.09733876686902, -0.5364952751858032] User Vector: [1.6825811725736017, -0.5384879747359045] Predicted: 3.817838975832733 Movie Vector: [0.4882681655945841, -0.9121462545788278] User Vector: [1.5188463438845599, -0.024238678118032275] Predicted: 0.7637135376098598 Movie Vector: [0.584485132426941, 0.4407717164420475] User Vector: [1.7728096439175622, -0.5457591172982426] Predicted: 0.7956256965974715 Movie Vector: [2.1880770649321697, -0.5726834292899019] User Vector: [1.4264049496749416, 0.9033333252849302] Predicted: 2.603759929173441 Movie Vector: [1.4847626367649656, -0.6389942210448234] User Vector: [1.8588401148187528, 0.49165376099959657] Predicted: 2.4457724381690875 Movie Vector: [1.5433571761877178, -0.6387430597871393] User Vector: [2.1237684835509416, -0.7771867904178443] Predicted: 3.774155998187293 Movie Vector: [1.4954231521343377, -0.24591907521830897] User Vector: [1.317331207829206, -0.318681833087391] Predicted: 2.0483375288986125 Movie Vector: [2.20563661612812, -0.19294632435999864] User Vector: [1.642989576938583, 0.24964951986327832] Predicted: 3.575669013576729 Movie Vector: [2.0201923483954864, -0.3923673308077523] User Vector: [2.1925692918178634, -0.3014754229705268] Predicted: 4.547700813672442 Movie Vector: [2.2389269379910477, 0.3679834890949105] User Vector: [1.6782432641413378, -0.4719193862447969] Predicted: 3.583805510266177 Movie Vector: [2.6736610678241077, 0.391094127386683] User Vector: [1.9138487584294175, 0.5046255342656751] Predicted: 5.314338998096912 Movie Vector: [1.6212439661573457, 0.3080178539701626] User Vector: [1.4828399628219895, 0.12613584041284417] Predicted: 2.4428974333748203 Movie Vector: [0.8652952201653632, 0.014949151353775274] User Vector: [1.6474024672791694, -0.016875669244765842] Predicted: 1.425237203691555 Movie Vector: [1.8380627980319555, 0.04843016014031294] User Vector: [2.151285526268161, 0.7545705362042152] Predicted: 3.990741865683636 Movie Vector: [2.42527424526299, 0.2929146466882239] User Vector: [2.432607711449808, -0.11345464380674378] Predicted: 5.866508304501571 Movie Vector: [-0.06438299044534788, 1.7581990093711317] User Vector: [1.2906159888810622, -0.5693527297390096] Predicted: -1.084129122290619 Movie Vector: [1.611936816423071, -0.05989349688719564] User Vector: [1.5765373153235474, -0.23947281939348525] Predicted: 2.5556214055977255 Movie Vector: [2.0736635093874347, -0.2753553938592925] User Vector: [2.0646448615954007, -0.2956252634790349] Predicted: 4.36278072019468 Movie Vector: [2.094402745194361, 0.13362112588824054] User Vector: [0.7635828747950347, 0.03903124684227045] Predicted: 1.6044654683020088 Movie Vector: [2.1694792961089306, 0.12752177705004236] User Vector: [1.7265105370755491, -0.26316217553245436] Predicted: 3.7120699564230604 Movie Vector: [1.9462533781470381, -0.1472945252917731] User Vector: [1.8303744569498668, -0.5738316506605355] Predicted: 3.6468947306941666 Movie Vector: [2.2356000163800407, 0.17100868987388337] User Vector: [1.8553685098892791, -0.6881872933701804] Predicted: 4.030175863672396 Movie Vector: [2.117603194625156, 0.23336434343857748] User Vector: [0.9645994678142051, 0.3349122892302271] Predicted: 2.1207955010628092 Movie Vector: [1.7755612632162348, -0.7025046128796766] User Vector: [1.140051893601923, 0.5571463472906306] Predicted: 1.6328341013151606 Movie Vector: [1.5347482532270558, 0.9735970450927428] User Vector: [1.8133251409308666, -0.4175283337565792] Predicted: 2.3764932405884505 Movie Vector: [2.1049882349195417, 0.5899612316961286] User Vector: [1.442347516084497, -0.42850618530724266] Predicted: 2.7833225151500205 Movie Vector: [1.322844410072262, -0.17321719189221862] User Vector: [1.6506086229814059, -0.1686303236518704] Predicted: 2.2127080612588794 Movie Vector: [1.8774064565182964, -0.3689174853949235] User Vector: [1.7491478271977392, 0.2975455154402766] Predicted: 3.1740916808392217 Movie Vector: [1.1814097291377168, -0.8942350946057134] User Vector: [1.703010563558918, 0.2974847020557346] Predicted: 1.7459319879262494 Movie Vector: [1.0964456794945443, -0.7744044982966352] User Vector: [1.931311961839365, -0.3428228553607465] Predicted: 2.383062217625163 Movie Vector: [1.0318523967650641, -0.43988696198852784] User Vector: [-0.6902904845683344, 1.1143659610344756] Predicted: -1.202472948108835 Movie Vector: [1.9984487723709714, -1.2680257761361602] User Vector: [1.3340790960129416, -0.5771223401386967] Predicted: 3.397894734952726 Movie Vector: [2.3521337031188967, -0.21562378504319463] User Vector: [2.0592773622431606, -0.16543840990698602] Predicted: 4.879368143937591 Movie Vector: [1.0172778182318654, -1.4826295287004783] User Vector: [1.918985124750496, -0.6755469286646765] Predicted: 2.9537268253867532 Movie Vector: [0.30683413506820956, -1.0801438800782492] User Vector: [1.7641679748011168, -0.7968476703465004] Predicted: 1.402017089142518 Movie Vector: [1.5936800732087009, -0.2633408072683532] User Vector: [1.6569935908227034, -0.26724837471267004] Predicted: 2.711095069866664 Movie Vector: [-0.10866796425059964, 1.615567877442148] User Vector: [1.3030641934347873, -0.5363381370603728] Predicted: -1.0080919988703103 Movie Vector: [1.4454591232569034, -0.008226260156996684] User Vector: [2.0147093109804963, 0.19397696779955206] Predicted: 2.9105842492658036 Movie Vector: [0.34845311554858466, -0.587863109546049] User Vector: [2.014838473135373, -0.7074768467321529] Predicted: 1.1179762823429709 Movie Vector: [2.1610579126114517, -0.222612189296978] User Vector: [1.7329344738356818, 1.0327693708490673] Predicted: 3.5150647060361893 Movie Vector: [0.9501908579455816, -0.9504704096255188] User Vector: [0.008381422643427727, -1.472903137356514] Predicted: 1.4079147994743206 Movie Vector: [0.172891530250895, 0.07382937629040744] User Vector: [1.7963607468741356, -0.7390206810503015] Predicted: 0.256014122462054 Movie Vector: [0.3073936530574383, -0.899995774499124] User Vector: [2.2789853946537493, -0.6706288901710309] Predicted: 1.3041088131381287 Movie Vector: [1.6733215753908168, -0.5296043907941482] User Vector: [2.3162768874616164, -0.7798119706218609] Predicted: 4.288867934003784 Movie Vector: [1.466138161240778, 0.8687923539342156] User Vector: [1.7500578496111185, -0.6355390558849083] Predicted: 2.0136751253144567 Movie Vector: [0.7406221198702378, -0.3226661880870141] User Vector: [1.9800245417587685, -0.25773199699823995] Predicted: 1.5496113745319513 Movie Vector: [1.0526665303604423, -0.8095232180019002] User Vector: [2.4113168497026547, -0.5246314445732216] Predicted: 2.9630138770520658 Movie Vector: [1.60795109429741, 0.17416864061603132] User Vector: [-0.5927995083599501, -1.2191380976189494] Predicted: -1.1655282433518552 Movie Vector: [1.8827056966911562, -0.6553442692267955] User Vector: [1.5782511923902964, -0.47825346778921046] Predicted: 3.284803180076322 Movie Vector: [2.1495890028102815, 0.2029116171431031] User Vector: [1.8093682336120458, 0.3142803334409125] Predicted: 3.953169187701487 Movie Vector: [2.4737063984701093, -0.07659737962467122] User Vector: [2.0697064293756435, -0.7910585663563359] Predicted: 5.180439050613797 Movie Vector: [2.079470300110623, -0.5834014329507518] User Vector: [1.8593838352298282, -0.7793891379041427] Predicted: 4.32123020174574 Movie Vector: [1.540036090970574, -0.8121928307746642] User Vector: [1.6568051271529134, -0.48174642365914794] Predicted: 2.9428106830678713 Movie Vector: [2.211390611593631, -0.3813927478883665] User Vector: [1.9181746315558366, -1.0813927313400664] Predicted: 4.654268716971943 Movie Vector: [1.8970024016531846, -0.6431560103549325] User Vector: [2.006133325846195, -0.17513938540363] Predicted: 3.918281685538936 Movie Vector: [1.5580904226347847, -0.7203002684054829] User Vector: [1.2672214357622538, -0.7465950136580743] Predicted: 2.512218171146775 Movie Vector: [-0.4325135904015128, -0.19504050796818367] User Vector: [1.5714099685538283, 0.18628128332794372] Predicted: -0.715988563617192 Movie Vector: [1.5516606625709894, 0.12423731965235796] User Vector: [2.1408374700347745, -0.34603527379343624] Predicted: 3.2788627922896927 Movie Vector: [1.4113048719277113, -0.45405640053230245] User Vector: [2.198742128794576, -0.5028346129120888] Predicted: 3.331410752882409 Movie Vector: [2.317151066517097, 0.6127243559300792] User Vector: [1.9475684298628155, 0.01042507085840092] Predicted: 4.519197959198891 Movie Vector: [2.0876769937875097, 0.054699146485713356] User Vector: [1.976152342663556, -0.2165216634942605] Predicted: 4.113724231809194 Movie Vector: [1.735579841876186, -0.5361662345848247] User Vector: [1.9385220279857256, -1.1743367009376613] Predicted: 3.9940994418814806 Movie Vector: [0.43369409747085025, -1.137444583267913] User Vector: [1.6458918201054633, -0.3164282591066063] Predicted: 1.0737331767689988 Movie Vector: [2.2675857928907837, -0.6830156188088716] User Vector: [1.8771308892171132, 0.6732696750779859] Predicted: 3.7967016320365308 Movie Vector: [2.327321225802293, 0.03333928862646983] User Vector: [1.6664031795353702, 0.041970689869609196] Predicted: 3.879654763420511 Movie Vector: [2.0791601236554733, -0.13294014666011025] User Vector: [2.050677217864234, -0.45519797405436463] Predicted: 4.3242003833022356 Movie Vector: [1.9009747912839738, 0.1744801092992122] User Vector: [1.8691518971656151, -0.8361755223397984] Predicted: 3.407314641061275 Movie Vector: [0.8401633806790382, -0.2026168097332278] User Vector: [1.2168485097742436, 0.13454809993729666] Predicted: 0.9950898509812156 Movie Vector: [2.3637640953057435, -0.034576540587439905] User Vector: [1.9496748908926218, 0.9507835023521986] Predicted: 4.575696700252173 Movie Vector: [2.5583212401146995, -0.4978330781415459] User Vector: [1.3882265397626736, -0.6114791649599224] Predicted: 3.8559439976772016 Movie Vector: [1.8667148092502381, 0.18980650327278487] User Vector: [1.7539542825780332, 0.2821022242666362] Predicted: 3.327677270789817 Movie Vector: [0.025690291993854156, -1.348578656633356] User Vector: [0.0558675031753825, -0.13444281457088922] Predicted: 0.1827419627375603 Movie Vector: [1.9778265916057478, 0.032157462108957036] User Vector: [1.9176097045089484, -0.49119818634431806] Predicted: 3.776903778833683 Movie Vector: [1.2626998638581275, -0.21868362922573842] User Vector: [1.9024017111566498, -0.28293496537796003] Predicted: 2.4640356267446815 Movie Vector: [2.4139366057345253, -0.190444358356085] User Vector: [2.1467779532366045, -0.28164710149438826] Predicted: 5.23582398722863 Movie Vector: [-0.5752037205621341, -0.7042910695899574] User Vector: [1.7298083318398496, -0.404684684024204] Predicted: -0.7099763793755797 Movie Vector: [1.5715828340668776, 0.3085155090309219] User Vector: [-1.0922599913416273, 0.9401612287162517] Predicted: -1.4265227326820065 Movie Vector: [0.20961467009269108, 0.26849408372973316] User Vector: [1.4886001965498001, -0.3827969485603602] Predicted: 0.20925372314144974 Movie Vector: [1.7295724233385137, 0.5663122342959503] User Vector: [1.5467009226869521, -1.0823187354731172] Predicted: 2.0622009217254385 Movie Vector: [2.5267765866109877, 0.21487291756339322] User Vector: [1.557777344134104, -0.42681445314948674] Predicted: 3.844444453504647 Movie Vector: [2.5376810273848065, 0.21188521656536294] User Vector: [2.2347442023996633, -0.25466656503995044] Predicted: 5.617107883202371 Movie Vector: [1.9890169685967303, -0.46596259694374365] User Vector: [1.6978824822299812, 0.19752380773374492] Predicted: 3.285078361428736 Movie Vector: [1.582855429512972, 0.6004077621878604] User Vector: [1.99503509179395, -0.2642716301404286] Predicted: 2.9991813890526116 Movie Vector: [1.2278161175956972, -0.7627274058930527] User Vector: [2.061235784332859, -0.5034802720342656] Predicted: 2.9148367199759164 Movie Vector: [1.6566925257219591, 0.47274359331729116] User Vector: [1.8665599797815875, 0.10219213074630434] Predicted: 3.1406266424136455 Movie Vector: [2.143240399680651, -0.5287747842083482] User Vector: [1.7371914365724908, -0.23104519267932513] Predicted: 3.8453897407428155 Movie Vector: [1.7607362428781628, -0.7668557717609836] User Vector: [1.529767529138111, 0.25092433168398187] Predicted: 2.5010943597045188 Movie Vector: [0.5448651910997093, -0.7173149242872788] User Vector: [0.6924599658600646, 0.12507933264341142] Predicted: 0.2875760596022303 Movie Vector: [1.1061516870488333, -0.6191096427131532] User Vector: [1.8293243453485317, -0.7709558607038941] Predicted: 2.50081641823478 Movie Vector: [0.9179068299394496, -1.1503976756868544] User Vector: [1.765698661187738, -0.8825976444931102] Predicted: 2.6360851395107336 Movie Vector: [2.1791268696376203, -0.6953388834687685] User Vector: [1.9388703415599624, -0.3967748621742806] Predicted: 4.500937447689523
avg loss: 11.44603470178481: 56%|█████████████████████████▉ | 39507/70000 [01:03<00:52, 579.07it/s]
Movie Vector: [0.6736182469687375, -1.4044716190403177] User Vector: [1.8220362656531934, -0.9532046463334828] Predicted: 2.566105748095509 Movie Vector: [2.2866209244639797, -0.21012403588328493] User Vector: [2.355216571958884, -0.8581963713361365] Predicted: 5.565815180211048 Movie Vector: [1.689314988689294, 0.03713857027907447] User Vector: [2.0436056292565237, -0.7257901007883767] Predicted: 3.425338813806876 Movie Vector: [2.184109282580704, -0.6026523917265165] User Vector: [1.6841373446609424, -0.3675637816284404] Predicted: 3.8998531997252055 Movie Vector: [2.073632568594344, 0.13255943904769896] User Vector: [1.0702764631427322, -2.158768703477823] Predicted: 1.933194963005985 Movie Vector: [2.5162939614017397, 0.43785582148566254] User Vector: [1.9863107930440256, 0.2598503800312471] Predicted: 5.111918855615725 Movie Vector: [2.147488358088148, 0.1705166081462412] User Vector: [1.8554735211638416, 0.07455695533957825] Predicted: 3.997320984578389 Movie Vector: [1.6675026840020695, -1.192794618607869] User Vector: [-1.1541727904452015, 0.6551644275345309] Predicted: -2.7060628293360254 Movie Vector: [1.9220562545022977, -0.5528864750495706] User Vector: [0.34108639556896314, 1.0880457792118217] Predicted: 0.05402144436798295 Movie Vector: [1.6362208189758796, -0.03857523792381877] User Vector: [1.9383037459128136, -0.7869897321425715] Predicted: 3.201851258722481 Movie Vector: [1.839753575063891, -1.4567499662942578] User Vector: [1.6485305159866348, 0.19919933181262614] Predicted: 2.7427062904844504 Movie Vector: [0.7599920248211524, -0.5904241749591534] User Vector: [1.7488796705209209, -0.6316148975798167] Predicted: 1.7020553067632178 Movie Vector: [1.1460200690417617, 0.2972603974854603] User Vector: [1.9574454005371436, -0.5818656436306956] Predicted: 2.0703061005602623 Movie Vector: [-0.06783724754753534, 0.3409034800145764] User Vector: [0.5059325567553454, 0.546301132110398] Predicted: 0.15191488497736766 Movie Vector: [1.1125630908264963, 0.8592286492971559] User Vector: [2.2289019580733362, -0.1380573867316609] Predicted: 2.3611711896963605 Movie Vector: [2.221337384760746, -0.1653640839611883] User Vector: [1.996975855981798, 0.014169634319675446] Predicted: 4.433613976757622 Movie Vector: [1.2891323502819596, -0.9135286422506643] User Vector: [2.433060743014912, 0.29157014168730094] Predicted: 2.8701796383651503 Movie Vector: [2.120664551896053, -0.007846066030084736] User Vector: [2.110409912711616, -1.011435751773814] Predicted: 4.4834072835511725 Movie Vector: [1.795972711690312, -0.7328653643081859] User Vector: [1.9328560075080532, -0.28820926392052276] Predicted: 3.6825752323112564 Movie Vector: [1.9340122626919156, -0.5713649758869346] User Vector: [1.6723663258082133, 0.20350142114681596] Predicted: 3.118103397239601 Movie Vector: [2.3109438595443037, -0.17694506475008548] User Vector: [0.24546119424371848, -1.2832463958071756] Predicted: 0.7943111561903473 Movie Vector: [1.278505661920893, -1.1126038911162828] User Vector: [1.8432808493797859, -0.6478361454842383] Predicted: 3.0774300187139465 Movie Vector: [0.012960935681943342, 0.0820832642852809] User Vector: [1.8347650670880102, -1.136536023574539] Predicted: -0.06951031476680697 Movie Vector: [1.6894818119666533, 0.8106004536174245] User Vector: [2.1211929277775052, -0.5407260418437081] Predicted: 3.1454040963511254 Movie Vector: [0.275465846273938, 0.5423866373035221] User Vector: [1.6196905367856702, -1.0584198163628915] Predicted: -0.12790334063492653 Movie Vector: [1.8063948597051667, -0.7758013063351358] User Vector: [1.8148479609160102, -0.8769756208606108] Predicted: 3.958690860032813 Movie Vector: [1.3713574628195342, -0.045147460671464704] User Vector: [1.9234414504791941, -0.7866393414277016] Predicted: 2.6732405561408066 Movie Vector: [1.503159547705086, -0.13865049564062745] User Vector: [1.7138633752908337, 0.49613545516690616] Predicted: 2.5074206692667023 Movie Vector: [1.28829106208932, 0.29313294795098344] User Vector: [1.769447838205006, -0.5995107657942078] Predicted: 2.1038274766871705 Movie Vector: [1.4392740888401028, 0.24197803508216897] User Vector: [1.847683854737795, -0.1977431354022456] Predicted: 2.611474001136686 Movie Vector: [1.4675456507356925, -0.6463702764345646] User Vector: [2.1094622460389925, -0.12875673296066562] Predicted: 3.1789566696422655 Movie Vector: [1.9601765512641167, 0.22115679275320835] User Vector: [1.9046442639623478, 1.195395304772054] Predicted: 3.9978088163943286 Movie Vector: [2.1634906037514607, -0.20351996811413686] User Vector: [2.4590943376695527, -0.4783243537502786] Predicted: 5.417576050509971 Movie Vector: [2.1159128455540603, -0.5877684867014513] User Vector: [0.989038449316259, -1.2383914514583128] Predicted: 2.8206066290228073 Movie Vector: [2.1633948216139283, -0.9755449924044635] User Vector: [1.4760887269316627, -0.5186295093830923] Predicted: 3.6993091288785145 Movie Vector: [2.317792812024401, -0.23690484296331688] User Vector: [1.9267821093931254, -0.4472762013620038] Predicted: 4.5718436217334935 Movie Vector: [1.8707982283069096, -0.017241441741103262] User Vector: [1.437371958202676, -0.9774514903604902] Predicted: 2.7058855857494044 Movie Vector: [2.114639724945106, 0.009557399280716044] User Vector: [1.8044868932572746, -0.5218706814955183] Predicted: 3.8108519411486603 Movie Vector: [2.183117186071483, 0.22870923624198036] User Vector: [1.829366063920653, -0.938540530822343] Predicted: 3.7790676057745998 Movie Vector: [2.4009905023395985, -0.016422614604717403] User Vector: [1.700131692327264, 0.13719335992906734] Predicted: 4.079746972327868 Movie Vector: [0.47470338008599994, -1.2525187707786414] User Vector: [1.5224483019463706, -0.8189244235852362] Predicted: 1.7484295673297205 Movie Vector: [1.8637034126810057, -0.3712484943458361] User Vector: [1.7891589271494417, -0.031463160740218495] Predicted: 3.3461422494092683 Movie Vector: [2.3750590163859484, 0.23041726551150074] User Vector: [1.3459500338239114, -0.5642612028627255] Predicted: 3.066695240040594 Movie Vector: [2.2558736058519027, -0.15240208113813727] User Vector: [0.5901166176470083, 0.1976590872139122] Predicted: 1.3011048458772203 Movie Vector: [1.328471099904032, -0.7873135295473181] User Vector: [1.905987927712791, 0.24787070705462322] Predicted: 2.336897917489853 Movie Vector: [1.8624786035563161, -0.6492149043438952] User Vector: [1.6940147197961113, -0.04004938749219135] Predicted: 3.18106682899948 Movie Vector: [1.6311641146492084, -0.6462666600968378] User Vector: [2.1364314673030274, -0.046478312641980934] Predicted: 3.514907726750122 Movie Vector: [2.5130883026280237, -0.510105860637781] User Vector: [1.5575966466930287, -0.39620552066798576] Predicted: 4.116484671126668 Movie Vector: [1.78489006975039, -0.36603439015081707] User Vector: [1.595695346969353, -0.34316034089266845] Predicted: 2.9737492652550954 Movie Vector: [0.613172031643045, 1.0856534151087018] User Vector: [1.5278222620086932, -0.8331037745943956] Predicted: 0.032355922356987366 Movie Vector: [2.184007677234947, 0.6120116573433129] User Vector: [2.249313555367533, 0.09532270465409173] Predicted: 4.970856679889124 Movie Vector: [2.4461546584787275, -0.20317887836305948] User Vector: [1.9412231653072372, -0.21172181439539264] Predicted: 4.791549489736966 Movie Vector: [0.4530515169696427, 0.6376707782094351] User Vector: [1.6698315819731555, 0.18233276469272358] Predicted: 0.8727880072514431 Movie Vector: [1.5463259742362887, -0.47308491243415557] User Vector: [0.7478959915534208, 0.48508498955690044] Predicted: 0.927004607958609 Movie Vector: [0.9448203956590293, 0.12045523125371038] User Vector: [2.1106547228868733, -0.8055764596006366] Predicted: 1.8971537316438347 Movie Vector: [1.8674881714861062, 0.2680962855835406] User Vector: [1.809058804448441, -1.35464930218475] Predicted: 3.015219472646194 Movie Vector: [0.726476725214611, -0.915822279329804] User Vector: [1.251263791305719, -0.2599168653274531] Predicted: 1.147051677527843 Movie Vector: [1.5063758451202485, 0.09831738674971652] User Vector: [1.3011906083990095, -0.3354456151295016] Predicted: 1.9271019661134046 Movie Vector: [-0.25498961940570725, -0.7658344775169843] User Vector: [1.949816138681343, -0.09473773362003901] Predicted: -0.42462945238541555 Movie Vector: [1.3432559308636007, -0.3895055392256902] User Vector: [2.4546438827951698, -0.15507548699497825] Predicted: 3.357617714905335 Movie Vector: [1.8720844795959537, -0.6950707743897035] User Vector: [1.6963074315382882, -0.2698702864799181] Predicted: 3.363209764214473 Movie Vector: [1.2793354555370011, -0.43324642841459055] User Vector: [1.986599373020115, -0.2273123557565569] Predicted: 2.6400092801182447 Movie Vector: [2.0873357544473463, -0.1368852223752121] User Vector: [2.156960058494129, -0.22745712951512317] Predicted: 4.53343537076414 Movie Vector: [2.2661485678378424, -0.4572861010203739] User Vector: [1.7026643664400933, 0.5992302144399134] Predicted: 3.584470767141914 Movie Vector: [-0.9294795989990234, 1.3940906524658203] User Vector: [1.3157007116644508, -0.08329328599550323] Predicted: -1.3390353613000967 Movie Vector: [1.1236627612781886, -0.04640250373734783] User Vector: [1.9452601354569659, 0.4087215985801518] Predicted: 2.166850669706307 Movie Vector: [2.098128230809611, -0.38985235333309404] User Vector: [1.7171704174883442, 0.3269353066157637] Predicted: 3.4753872313715886 Movie Vector: [2.297754498538141, 0.3510998568870681] User Vector: [1.8143602529027292, -0.8021880019438262] Predicted: 3.887306340397044 Movie Vector: [2.064215737533767, 0.1671705334214516] User Vector: [1.6772305290497362, -0.6274259674913493] Predicted: 3.357278519868552 Movie Vector: [1.7752927733696218, -0.16607717256427268] User Vector: [1.7832999314899807, 0.014961458517392362] Predicted: 3.1633947243966984 Movie Vector: [0.3210531273614604, -0.40654643494782045] User Vector: [1.6783696485095683, -0.3160297443478082] Predicted: 0.6673265904246244 Movie Vector: [2.006622707995334, -0.17300721644279443] User Vector: [2.0424850685740448, -0.868045242855748] Predicted: 4.248675010554967 Movie Vector: [2.091765678168255, 0.6561330959858744] User Vector: [1.5541221667598513, -0.46985448185278417] Predicted: 2.942572332267832 Movie Vector: [-0.33426403838120483, 1.540193137163949] User Vector: [1.6607684396971178, -0.48383661755356083] Predicted: -1.3003370033338237 Movie Vector: [1.9569622835488492, -0.10581534673265666] User Vector: [-0.5826983595221086, -0.15122751348612748] Predicted: -1.1243165204955017 Movie Vector: [1.5198470367243133, -0.4925460705359486] User Vector: [1.9874872759595068, 0.20839997856670045] Predicted: 2.91803005635153 Movie Vector: [1.7836101285321448, -1.4239575599299321] User Vector: [1.8138352693021271, -0.5020412717891815] Predicted: 3.950060422177147 Movie Vector: [1.0200217397452505, -1.5522842357179798] User Vector: [1.2836720833837267, -1.0227332449621191] Predicted: 2.8969461252548716 Movie Vector: [1.6432121600330378, -0.5194675705152252] User Vector: [1.9972490859184187, -1.014055879993313] Predicted: 3.80867312894282 Movie Vector: [0.6849380334841328, 0.8093800736139687] User Vector: [1.826012659251653, -0.8004074991946857] Predicted: 0.602871639325592 Movie Vector: [1.3526803865082475, -0.3394931817828923] User Vector: [1.8753258932651573, -0.611915868751229] Predicted: 2.7444578193966347 Movie Vector: [2.379524327980594, -0.394564105211352] User Vector: [1.6479722985721055, 0.10750829558784075] Predicted: 3.878971261839011 Movie Vector: [0.840358106883827, -0.255183462424025] User Vector: [0.8512370875433551, 0.9721518310345383] Predicted: 0.46726691715198715 Movie Vector: [1.7914124251889094, -0.5670299826851946] User Vector: [2.191582414754867, -0.05736744118696348] Predicted: 3.95855702780032 Movie Vector: [1.9068484531603258, -0.4262704700897488] User Vector: [2.1241068881558705, -0.3035210429384837] Predicted: 4.179731991682733 Movie Vector: [1.81410360451886, -0.6359187823034611] User Vector: [2.1944925933835213, -0.31925556426620794] Predicted: 4.184057533418759 Movie Vector: [1.4492261994822568, -1.0216048636070802] User Vector: [2.066321894547257, -0.2372311633254588] Predicted: 3.2369243363941527 Movie Vector: [2.035558808963665, -0.131425206855499] User Vector: [1.3003402738381222, 0.10139963832082381] Predicted: 2.6335926306200266 Movie Vector: [1.9609023983415197, 0.4328101182780834] User Vector: [1.8354813963204932, -0.913403976000334] Predicted: 3.2038693892677204 Movie Vector: [-0.16688145759127487, 0.6456823022481614] User Vector: [1.8655016456069837, -1.0438285165012036] Predicted: -0.9852992334445954 Movie Vector: [1.6512984820858678, -0.6808692720163133] User Vector: [1.8451027734132333, 0.21284422027304878] Predicted: 2.9018963197195062 Movie Vector: [2.4277765058803844, -0.04251744010081263] User Vector: [2.0648941686416857, -0.253826856249516] Predicted: 5.0238936179142595 Movie Vector: [2.2321209418769348, -0.032486828437496326] User Vector: [1.9461575426749347, 0.06605487133173879] Predicted: 4.34191309392406 Movie Vector: [1.016737141597121, -0.5574526090200064] User Vector: [0.08935829354129299, -0.40056670976509684] Predicted: 0.31415085339828364 Movie Vector: [2.0134074371934827, -0.3191921390687426] User Vector: [1.6596628495174945, -0.4905722313499316] Predicted: 3.4981643243445624 Movie Vector: [1.9800152768092742, -0.2331210537153863] User Vector: [1.9878087693415984, -0.4123906540799894] Predicted: 4.032028674493312 Movie Vector: [0.9522441313007383, -0.43027638633939075] User Vector: [1.7444343656562926, 0.505641447752716] Predicted: 1.4435618122130742 Movie Vector: [1.0295248940975912, -1.195080444612891] User Vector: [1.6235487223396066, 0.2784498383743439] Predicted: 1.3387138697821643 Movie Vector: [1.6407951628784947, -0.05267233240531598] User Vector: [1.7590692721023191, -0.639531016315767] Predicted: 2.9199579431085736 Movie Vector: [1.9085973817509798, -0.933417316733146] User Vector: [1.7109677176414197, -0.22221441008295695] Predicted: 3.4729672845499358 Movie Vector: [1.8719736388038033, -0.759963966167581] User Vector: [2.3785445148043496, 0.3966993015794962] Predicted: 4.151095455830863 Movie Vector: [2.3156850520104584, -0.6150779351971695] User Vector: [1.3162803283620559, -1.077039266547784] Predicted: 3.7105537688379155 Movie Vector:
avg loss: 11.426395486989334: 57%|█████████████████████████▍ | 39576/70000 [01:03<00:49, 609.79it/s]
[0.4919385140977451, -1.2617895434990933] User Vector: [1.9022442258938428, -0.11322603812300511] Predicted: 1.07865462889267 Movie Vector: [2.033176274460561, -0.5346349142526957] User Vector: [1.7335870481471731, 0.2720686914196069] Predicted: 3.3792306344969862 Movie Vector: [2.1206684007163767, -0.14965407512047774] User Vector: [2.0185229549588444, -0.3316440127742739] Predicted: 4.330249724702845 Movie Vector: [2.03239397322264, 0.5752381682841882] User Vector: [2.1298796891826512, 0.16225400340439025] Predicted: 4.422089339699248 Movie Vector: [1.9771502672080055, -0.23252667904432375] User Vector: [1.3777990638883169, 0.940185101175362] Predicted: 2.5054976680624668 Movie Vector: [1.902284603461325, -0.8330805016307664] User Vector: [2.0785449628387864, -0.8149050495855861] Predicted: 4.63286558790052 Movie Vector: [1.7948446848233144, 0.5206373462322813] User Vector: [1.9277441105174278, -0.14856245806723486] Predicted: 3.3826541065437836 Movie Vector: [1.805232953273993, -0.43782456922803836] User Vector: [2.0697927370982696, -0.9764512104642086] Predicted: 4.163972386050659 Movie Vector: [-0.464604889088342, 0.47247737626771025] User Vector: [0.10248250239537741, 1.3682105585872568] Predicted: 0.5988346632441853 Movie Vector: [2.7363886907761867, 0.48874790718560845] User Vector: [1.3739190541125792, -0.3306988112371729] Predicted: 3.597948209814641 Movie Vector: [1.9126691800381668, -0.44331547609400135] User Vector: [2.0084396539199654, 0.12886280245818083] Predicted: 3.7843537513966843 Movie Vector: [1.9845193181756904, 0.6035576248287452] User Vector: [1.7870506489645803, -0.6736286185487194] Predicted: 3.13986284640068 Movie Vector: [2.0469282419312873, -0.3675156621374688] User Vector: [1.7155354683245103, -0.3529189162116053] Predicted: 3.6412812293206036 Movie Vector: [-0.7640829843854937, -0.668356468710954] User Vector: [1.605996978887548, -0.25882165897422454] Predicted: -1.054129834524561 Movie Vector: [0.8023520840241778, -0.28775918264353595] User Vector: [1.279147910989628, -0.29506857378511736] Predicted: 1.1112356837739006 Movie Vector: [0.8013436410994116, -0.24698119793645062] User Vector: [1.9525792426598474, -1.0873264045229933] Predicted: 1.8332361377851962 Movie Vector: [2.4110156421008524, 0.22705113729888182] User Vector: [1.7422145712690325, -0.0206860071346803] Predicted: 4.195809801779566 Movie Vector: [2.0258464131774163, 0.6760623285512657] User Vector: [1.8054452010475173, -1.4205136812083858] Predicted: 2.6971988976738204 Movie Vector: [0.7823105627455701, -0.3236868803345007] User Vector: [2.2388920407042905, -0.40198682035873173] Predicted: 1.8816267521074546 Movie Vector: [2.3172645653501514, 0.22816428115299178] User Vector: [2.0518698914554694, -0.2741483972987929] Predicted: 4.692174520179697 Movie Vector: [1.8437507605295795, -0.3137624969804736] User Vector: [1.5558037425336317, -0.6742008035076139] Predicted: 3.0800532611059404 Movie Vector: [0.3947050136682715, -0.017424427750065155] User Vector: [2.0944120510249054, -0.8512864067804564] Predicted: 0.8415081157163364 Movie Vector: [1.5411491630516942, -0.1276531224699646] User Vector: [1.7574773116256437, -0.06428973215026876] Predicted: 2.716741472945942 Movie Vector: [2.3043985964496407, 0.4982056386123454] User Vector: [1.8740162071648778, 0.001659646780352287] Predicted: 4.3193071628987 Movie Vector: [2.0262326251739475, -0.21084588838304177] User Vector: [1.9334691811977367, -0.14383409947456915] Predicted: 3.947985163194703 Movie Vector: [2.0290644824419313, 0.14710561554690346] User Vector: [1.5174837542402277, -0.32712118356163294] Predicted: 3.030951025345221 Movie Vector: [1.6315973528505268, -1.3747933099495957] User Vector: [1.605965582770073, -0.32070631899560703] Predicted: 3.061194095430426 Movie Vector: [2.4968182939726193, 0.5159144686342774] User Vector: [1.8388260871000068, -0.6439594431792728] Predicted: 4.258986619755526 Movie Vector: [2.0476547129613794, 0.7141177450253057] User Vector: [1.6359756599767958, -0.7726173638770981] Predicted: 2.79817350078228 Movie Vector: [0.518482867940715, -0.9338423465333844] User Vector: [1.4207835799748643, -0.09277703378676695] Predicted: 0.8232910682042853 Movie Vector: [2.4889255856796906, 0.6601292327038605] User Vector: [1.9970730883809018, 0.09611469610690702] Predicted: 5.034014426736201 Movie Vector: [0.38564557595568216, 1.3999105495693849] User Vector: [0.33680186995937755, 0.1276918150303351] Predicted: 0.3086432700780636 Movie Vector: [1.6147703610419366, -0.6046078388647703] User Vector: [1.408009048266122, -0.48793017103618497] Predicted: 2.568617685446105 Movie Vector: [1.985253614857353, -0.4374740571515576] User Vector: [1.8032526644689384, 0.49111110859661633] Predicted: 3.3650655014481528 Movie Vector: [1.3909059985045664, -1.0297137585763139] User Vector: [1.5165973624107265, -0.4914986685383804] Predicted: 2.615547310009193 Movie Vector: [0.9354622163664684, 1.641557508083837] User Vector: [1.530125538783272, 0.006981869648285455] Predicted: 1.4428357683707418 Movie Vector: [2.462658421768259, -0.38914071020884156] User Vector: [2.2089046647197357, -0.8124217611021245] Predicted: 5.755924056559649 Movie Vector: [1.578742512966885, -0.5921227812616441] User Vector: [1.9594761892730999, -0.3786962391632691] Predicted: 3.317743033538469 Movie Vector: [1.9107856714464964, 0.04933007982967889] User Vector: [1.7369181200435782, -0.8435067078892853] Predicted: 3.2772680030180066 Movie Vector: [2.64658918926859, 0.38395607056819936] User Vector: [1.886056848882167, -0.348954651099485] Predicted: 4.857634409954871 Movie Vector: [2.3480230377044258, -0.12381484624156996] User Vector: [2.0685869258245853, 0.1933929958837567] Predicted: 4.833144833280759 Movie Vector: [2.5062902080132803, 0.43654712441326415] User Vector: [2.151105989459564, 0.4409280794935746] Predicted: 5.583781762957206 Movie Vector: [1.497541419906994, 0.32073962732785993] User Vector: [1.9374521175647323, -0.9951523040398338] Predicted: 2.5822300160075042 Movie Vector: [2.1608683253560708, -0.2952551148857463] User Vector: [1.7739164039129343, -0.5646058644750925] Predicted: 3.999902538425765 Movie Vector: [0.8348219158574861, -0.9520788294778092] User Vector: [1.6997079165866122, -0.8724654298487465] Predicted: 2.24960928453322 Movie Vector: [2.363312353384858, -0.21652185645349384] User Vector: [1.9946135342581193, 1.021701960321443] Predicted: 4.492674000549872 Movie Vector: [1.5009757647214328, -0.6752311131084292] User Vector: [2.0893410186657526, -0.9629753684257094] Predicted: 3.786281163173777 Movie Vector: [2.0366705379522023, -0.2646299999327586] User Vector: [2.054861457248865, 0.0013643228745025653] Predicted: 4.184714748790104 Movie Vector: [1.9556298746387097, -0.4455420046922538] User Vector: [1.849433154721812, -0.5490926976506382] Predicted: 3.8614505897944333 Movie Vector: [1.3856126946405003, -1.1259718311867115] User Vector: [1.8278633216316609, -0.5995056804005223] Predicted: 3.2077371312879928 Movie Vector: [0.8308802553388789, -0.857602358799825] User Vector: [1.4228213107615144, -0.5131199441776795] Predicted: 1.6222470084611378 Movie Vector: [0.9508199433064384, 0.7879987919301097] User Vector: [1.5556115515467657, -0.5972289939140487] Predicted: 1.0084907615386312 Movie Vector: [2.0724254518775065, 0.6286909225679638] User Vector: [1.5106368497823996, 0.1763857767414096] Predicted: 3.2415743927405263 Movie Vector: [1.842716442546501, -0.3682554954877195] User Vector: [2.1068544160003997, -0.22417125564437979] Predicted: 3.964887571237068 Movie Vector: [1.373748393348426, 0.04001013408362795] User Vector: [1.9412898169415227, -0.38635024658132017] Predicted: 2.6513858418781155 Movie Vector: [-0.9037743910240429, 0.010038614426041963] User Vector: [0.946975263645043, -0.08432822636847563] Predicted: -0.8566985307653764 Movie Vector: [2.4921549387036164, 0.18132726639052898] User Vector: [1.9559868800462592, -0.16984370419346373] Predicted: 4.843825068551721 Movie Vector: [1.7330587108109923, -0.5078571105873878] User Vector: [1.5950276933689376, -0.005544909013622312] Predicted: 2.7670926594479295 Movie Vector: [0.7350724495638272, -0.5405322659851188] User Vector: [1.4483525972671614, -0.8590181642956075] Predicted: 1.5289711263743855 Movie Vector: [1.9847752025243277, -0.2810689013434802] User Vector: [1.9065192046419008, -0.5670188895055102] Predicted: 3.943383416823963 Movie Vector: [2.5750155257379985, -0.5258582749280292] User Vector: [2.245202796964593, 0.07640177757682265] Predicted: 5.741255553656223 Movie Vector: [1.7683715514330722, -1.295657568299412] User Vector: [1.6584639111212687, -0.9820758324997071] Predicted: 4.20521438452747 Movie Vector: [2.45290149666721, -1.1722933266841267] User Vector: [2.3210832767273883, -0.4653416272833167] Predicted: 6.238905527666407 Movie Vector: [2.347539061037154, 0.0010283504358944637] User Vector: [2.087290898242954, -0.7248297065201227] Predicted: 4.899251536428013 Movie Vector: [0.8172035025824013, 0.9743974183855324] User Vector: [1.962684770396411, 0.44696235164066234] Predicted: 2.039431830387271 Movie Vector: [1.3871074971138189, 0.6474748222724465] User Vector: [1.5485171123878294, -0.8367550496678307] Predicted: 1.6061818689329492 Movie Vector: [2.65867212109533, 0.3817205095020747] User Vector: [1.0099447787416194, 1.024600552429684] Predicted: 3.076223071995701 Movie Vector: [1.3037538447313801, -0.38700994086732626] User Vector: [1.890067847500699, 0.12712231863390053] Predicted: 2.4149856219647767 Movie Vector: [2.2226696607942302, -0.7042495798621885] User Vector: [1.9724822368737294, 0.40981528764930336] Predicted: 4.095564180206653 Movie Vector: [1.7363207762415813, 0.45488604888425144] User Vector: [0.17004135870612505, -0.40749660700872964] Predicted: 0.10988182244585262 Movie Vector: [2.000188396512324, 0.6941430772410386] User Vector: [1.2452146810744686, 0.22791261858519496] Predicted: 2.6488679226587366 Movie Vector: [1.4354881855022221, -0.8302247575400968] User Vector: [2.0829754158093357, -0.9694717418217912] Predicted: 3.794966041881852 Movie Vector: [1.872181952759534, -0.9286878101575299] User Vector: [1.2276557876056218, -0.8316783260074783] Predicted: 3.0707645330914017 Movie Vector: [1.2280730295946516, 0.1119779430699264] User Vector: [1.8022094989292705, -0.31794743552735555] Predicted: 2.1776417794796172 Movie Vector: [1.1746301527586869, -1.667422458098621] User Vector: [2.062283792252113, -0.25378114095343524] Predicted: 2.845581099792513 Movie Vector: [2.1596147895636992, -0.5147916872362531] User Vector: [2.5243784922307078, -0.273999158424369] Predicted: 5.592737615344543 Movie Vector: [1.6197210543301142, -0.9480480560350764] User Vector: [1.2800821668556324, 0.7324272430905149] Predicted: 1.3789998129294891 Movie Vector: [2.0129892977159827, -0.4933921054992613] User Vector: [2.255812051215344, 0.5956363489175938] Predicted: 4.247043244450881 Movie Vector: [2.6269018479585258, -0.5928795458743925] User Vector: [1.7265180834374032, -0.3769996365556802] Predicted: 4.758908917231469 Movie Vector: [1.6928734572024038, -1.0993012443801888] User Vector: [1.470804232880468, -0.3582359321213838] Predicted: 2.8836946525470215 Movie Vector: [2.369229476985978, -0.646559125253943] User Vector: [1.7413039758928224, -0.5904972295369909] Predicted: 4.507340080272469 Movie Vector: [0.7386427896221645, 0.08650636877370636] User Vector: [1.9087737028759684, -0.7530164745965281] Predicted: 1.3447612118056103 Movie Vector: [2.0280373342544307, 1.06237342916835] User Vector: [1.1565978329363817, 0.09481655935806296] Predicted: 2.4463541792199206 Movie Vector: [0.7515949180341408, 0.1442158141652737] User Vector: [1.552577114394267, -0.5442151970341659] Predicted: 1.088424631313445 Movie Vector: [2.4255563052269338, -0.04224452221443047] User Vector: [1.5082009944762103, -0.16527677114003977] Predicted: 3.665208469931258 Movie Vector:
avg loss: 11.4019270061159: 57%|██████████████████████████▋ | 39695/70000 [01:03<00:58, 516.33it/s]
[1.1972339357150719, -0.31224523376262886] User Vector: [1.0455828422509765, 0.17682651614095463] Predicted: 1.196594024476424 Movie Vector: [1.5475966180598386, -1.8648865836319863] User Vector: [1.4834548250336574, 0.3703619058060045] Predicted: 1.6051067210406467 Movie Vector: [1.638901495600503, -0.6037493478920306] User Vector: [1.9069112994674033, -1.2210598394340806] Predicted: 3.8624538624700997 Movie Vector: [2.034595294517422, -1.2836627541169863] User Vector: [1.9939730533248727, -0.8784217184070073] Predicted: 5.184525434015837 Movie Vector: [1.54065747441314, -0.25478905219239056] User Vector: [1.7961337008807274, -0.12292886935325821] Predicted: 2.7985477414168267 Movie Vector: [0.2662009370537629, 0.017724406305713092] User Vector: [1.5960832791060657, -0.18578588825234865] Predicted: 0.42158591994462485 Movie Vector: [1.5299468162801513, -0.7357920093188002] User Vector: [1.9669147294401417, -0.279101575022577] Predicted: 3.2146356368913835 Movie Vector: [1.4947637368137412, 0.054727750119762525] User Vector: [0.7151551749396868, 0.31855995903662737] Predicted: 1.0864220915308493 Movie Vector: [1.7748865661380742, -0.6339162936808749] User Vector: [2.4197792286709614, -0.16520014760710836] Predicted: 4.3995567112746725 Movie Vector: [1.2953655107538555, 0.33074302980256653] User Vector: [1.549161820786519, -0.6730705065082926] Predicted: 1.7841174146302015 Movie Vector: [1.279052540418944, -0.07500288501235526] User Vector: [2.2945252848732967, -0.7729276129424992] Predicted: 2.9927901955490914 Movie Vector: [2.3907441048758136, -0.5362991086372242] User Vector: [0.48053285232396514, 1.065354340135843] Predicted: 0.577482500895029 Movie Vector: [2.46796639193908, -0.18640301547617202] User Vector: [1.4139497748230796, -0.9918003951755407] Predicted: 3.67445510856437 Movie Vector: [1.7994056448825728, -0.5782168397171968] User Vector: [1.7467173162646226, -0.7339963105481124] Predicted: 3.5674620259499115 Movie Vector: [1.5639012390105047, -0.8325626392462122] User Vector: [1.9770784972353395, -0.8677626391995042] Predicted: 3.814422264578572 Movie Vector: [2.161019077643134, 0.2490400931225621] User Vector: [1.7844917444585402, -0.7900002952447848] Predicted: 3.6595789565769694 Movie Vector: [1.7195748736946956, 0.39422149250467364] User Vector: [2.026237301497347, -0.5619805655247623] Predicted: 3.262721934497989 Movie Vector: [1.8709521236149433, -0.4776807230087184] User Vector: [0.5011518812724672, -1.3979090981141962] Predicted: 1.6053854052080012 Movie Vector: [1.3207945434469417, -0.1871864001499846] User Vector: [1.6783288252500845, -0.6400905591095548] Predicted: 2.3365438020297358 Movie Vector: [0.807595949945691, 0.5096226328411148] User Vector: [1.217866857429492, 0.06344394398839326] Predicted: 1.0158768114063332 Movie Vector: [1.4538643221791543, -0.409344000734304] User Vector: [1.5535798126982732, 0.04813964039329015] Predicted: 2.238988588347292 Movie Vector: [1.8402688750504335, -0.6383799930775953] User Vector: [2.056961457651086, -0.556052672729923] Predicted: 4.140335049061771 Movie Vector: [2.052592239107509, -0.5721350831004194] User Vector: [1.6926787476200233, 0.5606393463802671] Predicted: 3.153617821636439 Movie Vector: [0.7550099689071497, 0.24060664745580415] User Vector: [1.4715699630081969, -0.1842486677332399] Predicted: 1.066718537774021 Movie Vector: [1.6060271614212722, 0.7277933797096483] User Vector: [1.9776059103179604, -0.13409885832179502] Predicted: 3.0784925452446603 Movie Vector: [2.2407023435229907, -0.3206648550190623] User Vector: [1.278783308799452, -0.24622069977602756] Predicted: 2.9443270818813883 Movie Vector: [1.9323450182259345, -0.9116637962022133] User Vector: [0.6721868562247639, -0.7364024801545996] Predicted: 1.9702484035333425 Movie Vector: [1.9826226366162802, -0.35968323599536056] User Vector: [2.467736571380847, -0.18232853289405254] Predicted: 4.9581709043511335 Movie Vector: [0.657651321831314, -0.942930033448297] User Vector: [0.649272048810672, -0.1274691833481084] Predicted: 0.5471891424465228 Movie Vector: [1.664536283873374, -0.3474579992059883] User Vector: [1.4666008558503074, -0.38075383446965977] Predicted: 2.5735063040374166 Movie Vector: [2.21071967448759, 0.024740200551175942] User Vector: [1.761117307760254, -0.2637438957568325] Predicted: 3.886811604471037 Movie Vector: [1.3200578021780411, -0.4215977233710274] User Vector: [1.8260665666019689, 0.295235808867476] Predicted: 2.2860426736632653 Movie Vector: [2.4088487221001493, -0.19319673788628344] User Vector: [1.5764232293636262, -0.5951180390418004] Predicted: 3.9123399453417194 Movie Vector: [2.2592073245142066, -0.4897331018033804] User Vector: [1.6198951083818132, -1.0617222638702803] Predicted: 4.179639431339827 Movie Vector: [2.4886800776063898, -0.20093241531496767] User Vector: [2.261475085576595, -0.7056465905724825] Predicted: 5.769875265280179 Movie Vector: [0.6452601909129214, -0.8049605937902549] User Vector: [1.8097271732455191, -0.6499721156734279] Predicted: 1.6909468414882962 Movie Vector: [0.8010182981814276, 0.9050352352598336] User Vector: [2.310950478167048, -0.07469159680187015] Predicted: 1.7835150923194119 Movie Vector: [0.8049739404547084, -0.7698526096294298] User Vector: [2.1037764244200803, -0.9694693007894178] Predicted: 2.439833669369501 Movie Vector: [1.0903396638704825, -0.6290748878204844] User Vector: [1.720350422581675, -0.7973920674593272] Predicted: 2.3773856268830666 Movie Vector: [2.36180191984694, 0.4982564755477431] User Vector: [1.9637920616960907, -0.7465729832306242] Predicted: 4.266103038130353 Movie Vector: [2.1299186169739097, 0.05378010225133695] User Vector: [1.8832190549610417, 0.398826166337061] Predicted: 4.032552237007651 Movie Vector: [1.3503235804742992, -0.10112446282633869] User Vector: [2.126731222922223, -0.2549563728765106] Predicted: 2.8975576458941097 Movie Vector: [1.6140222096528762, -0.658439540923733] User Vector: [1.7101814273312879, -0.13829158990360726] Predicted: 2.851327457218299 Movie Vector: [2.1006916590096747, 0.13499369970074143] User Vector: [1.2751211601588346, 0.10904937452229445] Predicted: 2.6933573638892194 Movie Vector: [0.8215193311015339, 0.3637820387855877] User Vector: [0.47093322014363553, -0.10936187120821003] Predicted: 0.34709685953236136 Movie Vector: [1.1673801180713523, 0.3127106466668229] User Vector: [1.75210294949552, -0.2347241229707053] Predicted: 1.9719694157727725 Movie Vector: [-0.4519807781392186, 0.14086103138866352] User Vector: [1.511724571334931, -0.6048824400160976] Predicted: -0.7684748124536978 Movie Vector: [0.7319458971476235, -0.8301839535051355] User Vector: [1.36682802272088, 0.27011717259180834] Predicted: 0.7761972210850503 Movie Vector: [0.16382690624552643, 0.10842890275242753] User Vector: [1.294080052935405, -0.7311418730186515] Predicted: 0.13272822045868737 Movie Vector: [-0.7968807220458984, 0.6599140167236328] User Vector: [1.6911792296464336, -0.033721243195386295] Predicted: -1.369921246675658 Movie Vector: [1.9660721241020316, -0.6265951651936094] User Vector: [1.8872937056658843, -0.27116024188143195] Predicted: 3.8804632412585542 Movie Vector: [2.211200818830387, -0.018368768573515916] User Vector: [1.5322065292661575, 1.0104100036561645] Predicted: 3.369456344609067 Movie Vector: [1.2345066682409198, 0.1355248196585512] User Vector: [1.8365553347474242, -1.125198029386836] Predicted: 2.1147475473263215 Movie Vector: [1.7328337199711332, -0.19691710754445077] User Vector: [1.9617001365368796, 0.0018333269538753638] Predicted: 3.3989391316221407 Movie Vector: [2.035198562216338, -0.25524383214104757] User Vector: [1.7209796627019733, -0.14269672454037888] Predicted: 3.5389577939402765 Movie Vector: [2.186360806556916, -0.31020177564773926] User Vector: [1.8794869320433922, -0.6756209091291372] Predicted: 4.318815370332173 Movie Vector: [1.7032415706011366, -0.5476184389820417] User Vector: [1.8711649556272492, -0.5778936395662245] Predicted: 3.503511150673268 Movie Vector: [2.064747448258547, -0.3603434315825981] User Vector: [1.7663723750040474, -0.43218857723174486] Predicted: 3.8028491689744834 Movie Vector: [2.32754343543997, -0.12839632926888908] User Vector: [2.0252336268634448, -0.0024217665805046917] Predicted: 4.714130179377576 Movie Vector: [1.8488168223699295, -0.13388230268274978] User Vector: [1.793829074070483, -0.6048312490405928] Predicted: 3.3974375689538214 Movie Vector: [1.5646187109721053, -0.630646647502621] User Vector: [0.06028049448707464, -0.366097086787031] Predicted: 0.325193890023845 Movie Vector: [1.5994603293000584, -0.74565584870076] User Vector: [1.7740884233134437, 0.030475241170776497] Predicted: 2.8148600119407865 Movie Vector: [1.9309133326290737, -0.1562900577189029] User Vector: [1.6852570562207008, -0.7045873995979051] Predicted: 3.364205324114944 Movie Vector: [0.9038625915294933, -0.3040705899217729] User Vector: [1.8747402496849452, -0.30486711570896746] Predicted: 1.787208704246259 Movie Vector: [2.277699233590437, -0.5159262709164899] User Vector: [1.5852597614010318, -0.2706306269318509] Predicted: 3.7503703937336303 Movie Vector: [1.6765936999150064, -0.5967935169627914] User Vector: [2.0398089419994863, 0.793574858543003] Predicted: 2.946330490383505 Movie Vector: [1.1806271750427857, -0.4013022694763906] User Vector: [1.852392704038273, 0.20983841011118723] Predicted: 2.1027765350376364 Movie Vector: [0.6955614710025995, -0.45423496143166114] User Vector: [2.1858156237560986, -0.43540681373583734] Predicted: 1.718146127844637 Movie Vector: [1.6605105747437083, -0.6816149992266196] User Vector: [1.6430619748045152, 0.6112573805619155] Predicted: 2.3116795851432026 Movie Vector: [1.8314060700499304, -1.16900491210437] User Vector: [2.129582492551342, -0.008344379244275857] Predicted: 3.909884923855609 Movie Vector: [1.3601276113604985, -0.10229978772276829] User Vector: [1.540373848934903, -0.1363935941341689] Predicted: 2.109058039480678 Movie Vector: [1.0652261645572536, -1.7381705797399623] User Vector: [2.0341116553113254, -0.5825069704471946] Predicted: 3.1792854353932585 Movie Vector: [1.6968783725339, -0.5645554343089437] User Vector: [1.1073086935937966, 1.2043886174075848] Predicted: 1.1990240349007932 Movie Vector: [0.6597179434734287, 0.16628105170805874] User Vector: [1.7736704184196672, -0.15208400845141262] Predicted: 1.1448335119662005 Movie Vector: [1.8928546494030976, 0.6381106153837608] User Vector: [1.0530074422610567, 0.6982560673526597] Predicted: 2.4387546417737553 Movie Vector: [1.716293460719901, -0.745359822302344] User Vector: [1.8781636832028066, -0.8943681415107589] Predicted: 3.8901061266719172 Movie Vector: [1.5718744495455939, -0.67471239010883] User Vector: [2.123755621635121, 0.587228947465582] Predicted: 2.9420665520414713 Movie Vector: [2.1080534835157763, 0.27248813379204945] User Vector: [1.9278624421733612, -0.05909280972982352] Predicted: 4.047935047518978 Movie Vector: [1.4440042436305256, 0.4866830157324482] User Vector: [1.9435734937137537, -0.09492218848665673] Predicted: 2.7603313557778573 Movie Vector: [0.05698541608093442, 0.02692416246202474] User Vector: [1.8539802624171864, 0.45614257341237197] Predicted: 0.1179310934120841 Movie Vector: [2.4788091838940773, -0.3022573697735361] User Vector: [1.4952232697402725, -0.10181107732744699] Predicted: 3.737146321451123 Movie Vector: [1.6733085316414515, -1.2113883654640167] User Vector: [2.160494311783113, 0.6754075763983979] Predicted: 2.796992684474241 Movie Vector: [1.8667819684327958, -1.013880305876263] User Vector: [0.9560811391799473, -1.0492001401932487] Predicted: 2.848558390044361 Movie Vector: [2.194881840863322, 0.16723809336667014] User Vector: [2.1636835816229345, -0.1526381431590294] Predicted: 4.723502890641348 Movie Vector: [1.8535802145895897, 0.29810508165131494] User Vector: [1.2172898652429507, 0.06307984077904248] Predicted: 2.2751488307207497 Movie Vector: [-0.13986650678449697, -2.708894212083458] User Vector: [1.9455697993260488, -0.40851384674763896] Predicted: 0.8345007434734788 Movie Vector: [0.7112229636183373, -2.4845185988982177] User Vector: [1.6145275005164033, -0.4834167752166442] Predicted: 2.349347002805734 Movie Vector: [1.916321190709347, -1.068244477312804] User Vector: [1.6269702100961168, -0.18372934960728138] Predicted: 3.3140653532982784 Movie Vector: [2.335307355342224, -0.304314966409173] User Vector: [1.9683664122086266, 0.5637998299290984] Predicted: 4.425167834133019 Movie Vector: [1.8953121440941012, -0.9135394184745308] User Vector: [1.9870071979603272, -0.3294199680043601] Predicted: 4.066936998701202 Movie Vector: [1.8588406189907412, -1.4544435932185789] User Vector: [2.450055226588892, 0.36766814268669545] Predicted: 4.019509599392758 Movie Vector: [2.6375933735934627, 0.5125276879888007] User Vector: [2.0500775226499957, -0.2700854214718355] Predicted: 5.268844632468089 Movie Vector: [1.8629117100649417, 0.08145334723536975] User Vector: [1.7007680694908378, -0.71923108607942] Predicted: 3.109796973362127 Movie Vector: [1.7074688376149205, -1.8249726078771045] User Vector: [1.9087021517234743, -0.6247591338904326] Predicted: 4.399217750227442 Movie Vector: [1.2452508593731015, 0.4605231221404909] User Vector: [1.7137790186265573, -0.8104704294767203] Predicted: 1.7608444231351472 Movie Vector: [1.9281413375352272, 0.23042989223900345] User Vector: [2.165843309421289, -0.9348098073014289] Predicted: 3.960643892358856 Movie Vector: [2.066410909127738, -0.5603281662803148] User Vector: [1.876732857093397, -0.35214107649923604] Predicted: 4.0754158130830564 Movie Vector: [1.3075739743137331, -0.648151894770843] User Vector: [1.814946999213472, 0.5886990757687198] Predicted: 1.9916110395210036 Movie Vector: [1.2924037987219297, 1.679959979094979] User Vector: [1.9612309240385561, -0.0756118442629343] Predicted: 2.4076774240910583 Movie Vector: [0.49698138315364576, -0.44016960202168715] User Vector: [1.9872826910553767, 0.24374688851254006] Predicted: 0.8803525296074111 Movie Vector: [1.7360945681612432, -0.5364780504727814] User Vector: [1.8100465440252596, -0.8031026306189829] Predicted: 3.573258906805318 Movie Vector: [2.397604834775384, -0.2900844308426023] User Vector: [1.8118612610454694, -0.13909513097175646] Predicted: 4.384476651325761 Movie Vector: [1.621703705149672, -1.4214320448184623] User Vector: [2.0453496344424273, -0.7531376960340493] Predicted: 4.387485135805356 Movie Vector: [2.0698108433345155, -0.16929678186714606] User Vector: [0.815044224939335, -1.004756646419384] Predicted: 1.8570894413750392 Movie Vector: [1.8445736135100066, -0.47615220402831376] User Vector: [2.077686763377736, 0.21582646141316397] Predicted: 3.729679935576071 Movie Vector: [1.933138193773292, -0.8314801229426944] User Vector: [1.499967856421221, -1.0357253823728971] Predicted: 3.760830220950402 Movie Vector: [0.5000016812291121, -0.2789248896080154] User Vector: [-0.4297202155819556, 0.18834724195632424] Predicted: -0.2673955639197562 Movie Vector: [1.7548018362653537, -0.5594736632131442] User Vector: [1.748577689542164, -0.3588514807053373] Predicted: 3.269175292920895 Movie Vector: [1.8190986257466335, -1.0428855920125557] User Vector: [2.0538374926038494, 0.04476487479720591] Predicted: 3.689448317348322 Movie Vector: [1.3775050495017078, 0.48993076996439394] User Vector: [1.6502396182945853, 0.16938271027372734] Predicted: 2.356199208751625 Movie Vector: [0.709516052600369, -0.2251243788150627] User Vector: [1.9696787776201268, 0.39621630445118144] Predicted: 1.3083207617717802 Movie Vector: [2.3118311226381136, 0.21826663787951714] User Vector: [1.4513201135318425, -0.6076285194890851] Predicted: 3.2225819733450027 Movie Vector: [2.3811887115777304, -0.41662583367819084] User Vector: [1.2615903314815102, -0.948568870515893] Predicted:
avg loss: 11.387228868750514: 57%|█████████████████████████▌ | 39749/70000 [01:04<01:01, 492.46it/s]
3.399282952439243 Movie Vector: [1.4547068167397004, -0.8391696158230206] User Vector: [1.5429345837545927, -1.0381029544688196] Predicted: 3.11566191425758 Movie Vector: [-0.012935302906170829, -1.1233682980289148] User Vector: [2.466774670811412, -0.26026802055524656] Predicted: 0.2604683657142865 Movie Vector: [1.6116608648965751, 0.388758852206246] User Vector: [1.2714281964094543, -0.33410127894924363] Predicted: 1.9192262369542068 Movie Vector: [0.9349193766371942, -1.4536366034550972] User Vector: [2.05561707998519, 0.041044277817063046] Predicted: 1.86217277442726 Movie Vector: [0.9988071344024729, -2.2975372402988747] User Vector: [1.7250990876523273, -0.9721751093640265] Predicted: 3.956649794153824 Movie Vector: [1.4701555771588812, -0.10921851179483077] User Vector: [1.8593897211139974, -0.009291554192371071] Predicted: 2.734606978328792 Movie Vector: [2.3069555088913396, 0.3470317893137796] User Vector: [1.697474536293045, -0.1747670860991357] Predicted: 3.8553484981018737 Movie Vector: [0.20723384416904708, 0.03718293906034616] User Vector: [1.5280507163066528, -0.2550548045625977] Predicted: 0.3071801367703941 Movie Vector: [1.9765786598550423, -0.18901133167845557] User Vector: [2.1924959710068963, -1.2890213639305277] Predicted: 4.577280392668879 Movie Vector: [1.1258555837883557, 0.5309504408806953] User Vector: [1.9849549924259264, -0.412054658954375] Predicted: 2.015992058952533 Movie Vector: [1.8408519163920005, 0.1856467713608706] User Vector: [1.1512224901228123, -0.9681372450000628] Predicted: 1.9394985733676802 Movie Vector: [2.250233240229641, -0.0782086052881965] User Vector: [1.944141760945386, -0.27440250014132633] Predicted: 4.396233051021544 Movie Vector: [2.412553071831468, -0.5460747012155005] User Vector: [2.2428951039685248, -1.0394492638911303] Predicted: 5.978720419083045 Movie Vector: [2.1327787997763603, -0.6266651387070361] User Vector: [1.6703460321988552, -0.2023479966688346] Predicted: 3.689283041163846 Movie Vector: [1.7580339637164948, -0.10172621910302494] User Vector: [1.8793748333333533, -0.5744983869230023] Predicted: 3.3624463363365256 Movie Vector: [0.6451267775638114, 0.38929911181118454] User Vector: [1.9440955940915234, -0.664387983515613] Predicted: 0.9955424740116159 Movie Vector: [2.362603831479912, 0.19700947647429454] User Vector: [1.7649792399921624, -0.6397207363979815] Predicted: 4.04391566752047 Movie Vector: [1.508141695512224, 0.11012428956864531] User Vector: [2.153841376365684, -0.3025286954910873] Predicted: 3.21498222755144 Movie Vector: [1.6940747702770342, -0.7440305644876843] User Vector: [1.5757436496991135, -1.3540912899025568] Predicted: 3.676912868173577 Movie Vector: [1.6727055007341953, 0.5885058037273129] User Vector: [1.973501425748233, -0.1685693593905427] Predicted: 3.2018826442239168 Movie Vector: [1.9241270144840168, -0.2816163592370197] User Vector: [1.490854426265328, 0.09840000456085707] Predicted: 2.840882225206853 Movie Vector: [0.8262221806348105, 0.5504721725653721] User Vector: [2.0632656865117953, -0.689643451538829] Predicted: 1.3250863456746935 Movie Vector: [0.3099991931934326, 0.29417166504733033] User Vector: [-0.35620356819793664, 0.14733613434258255] Predicted: -0.06708070279278755 Movie Vector: [1.7507284951405988, -0.5021795628554935] User Vector: [2.124067792851576, -0.9888753488052273] Predicted: 4.215259000937236 Movie Vector: [2.0189162590695555, 0.3023379368598843] User Vector: [2.1974798074136244, 0.5652949303041412] Predicted: 4.6074378151099085 Movie Vector: [2.261357548542711, 0.031677901349416726] User Vector: [2.1146267446144713, 0.19618150990603347] Predicted: 4.7881417698016175 Movie Vector: [1.5811451304286226, -0.15961636061020854] User Vector: [1.596439904159303, 0.1477185330070936] Predicted: 2.5006248858501476 Movie Vector: [1.521069683672348, -0.6844923820118802] User Vector: [1.1835652930553786, -0.23259413696993445] Predicted: 1.9594942007698626 Movie Vector: [1.315816319137285, 0.047983456401870975] User Vector: [1.34981103140631, -0.31519406240650977] Predicted: 1.7609792823243415 Movie Vector: [2.3137705462062756, -0.5002948413528014] User Vector: [1.5128885375520902, -0.6907698798572162] Predicted: 3.846065545335573 Movie Vector: [1.8645504767712788, 0.38935408466188254] User Vector: [2.0495074309715138, 0.08959529728876342] Predicted: 3.8562943525300906 Movie Vector: [2.302948922296292, -0.687570256707986] User Vector: [1.8484635616286171, -0.4923224327666748] Predicted: 4.595423428637073 Movie Vector: [1.387134631186351, -0.8348392223773125] User Vector: [1.6290071700922588, -0.4143489245222801] Predicted: 2.605566994026903 Movie Vector: [2.0560035487938126, 0.626773459657267] User Vector: [1.9840331083577945, 0.4005312048770311] Predicted: 4.330221440689515 Movie Vector: [1.5769785522375264, -0.4055291502104591] User Vector: [2.0962199879120766, -0.9771318338892668] Predicted: 3.7019494039496537 Movie Vector: [0.7420085704791233, -1.2766742998052691] User Vector: [2.1233044784615336, -0.3404018209651116] Predicted: 2.0100923771882355 Movie Vector: [1.967275355013695, 0.02189676189395503] User Vector: [1.8718599446935758, -0.2625045730697842] Predicted: 3.6767159371003864 Movie Vector: [1.7255814014050093, -0.7497826733686775] User Vector: [2.189748261437997, -0.45472269741147864] Predicted: 4.119532073402956 Movie Vector: [1.4716043525821, -0.5949467421540292] User Vector: [1.3206767937197248, -0.6492089117463422] Predicted: 2.3297584450129682 Movie Vector: [1.2876400975136733, -0.5876694442723636] User Vector: [1.4134716262947176, -0.9114273865307869] Predicted: 2.3556607684521005 Movie Vector: [0.7113048383849088, 0.6414680888964821] User Vector: [2.242578182639057, -0.7887575266846567] Predicted: 1.0891939285224743 Movie Vector: [2.2021771882763512, -0.0335031545816569] User Vector: [1.8592257303634128, -0.7123027347230864] Predicted: 4.1182088798931105 Movie Vector: [1.5978892637503446, -0.9605395965002859] User Vector: [1.810720112198116, -0.2444496889325956] Predicted: 3.1281338325101244 Movie Vector: [2.1990566745719153, 0.20899564356996467] User Vector: [2.0570509932208134, 0.18195405916545995] Predicted: 4.56159932227247 Movie Vector: [1.0899838814426424, -0.3987196037683245] User Vector: [2.1377078440329464, -0.9929227148115137] Predicted: 2.7259648446516294 Movie Vector: [2.091201190111397, 0.015891885494758954] User Vector: [1.7961421526029444, -0.23931012478549712] Predicted: 3.7522915180316962 Movie Vector: [1.6869612255503108, -0.5753420370090707] User Vector: [1.5632776938341622, 0.1192268416316978] Predicted: 2.5685926403354027 Movie Vector: [1.9099988971579909, -1.0406720983575186] User Vector: [1.4057785863382897, -0.7212946488959516] Predicted: 3.4356667653550526 Movie Vector: [1.7902676024416608, -1.174824953972421] User Vector: [1.8343086282505887, -0.8393735959789177] Predicted: 4.270020356297831 Movie Vector: [2.0120911108019106, -1.0284051802996788] User Vector: [1.713342379241949, -0.29964288035730413] Predicted: 3.7555552614322902 Movie Vector: [1.3797972217229484, 0.13631777889626995] User Vector: [1.815131833828206, -0.5969780379519217] Predicted: 2.42313514119358 Movie Vector: [-1.6718068067830862, -1.9472407815355486] User Vector: [1.6861214095473476, -0.21670291502342942] Predicted: -2.396896495932693 Movie Vector: [1.147244277600296, -0.6364278255699608] User Vector: [1.8903909246839132, -0.5048402995330268] Predicted: 2.4900345848630434 Movie Vector: [1.4914432853969444, -0.800760004628203] User Vector: [1.9656053710407513, -0.9891225115359804] Predicted: 3.7236386792943095 Movie Vector: [-0.20972544076230332, 0.09215701051731014] User Vector: [1.712491242355843, -0.17250814597025724] Predicted: -0.37505081562716625 Movie Vector: [0.5044178929225647, -0.9124039817965763] User Vector: [1.6032513222126563, -0.555650217772549] Predicted: 1.3156861249576324 Movie Vector: [1.9923649716925464, -0.034586058270036024] User Vector: [1.9748524798519869, 0.7836760384111733] Predicted: 3.9075226399879393 Movie Vector: [1.966834783566447, 0.6871673223641052] User Vector: [2.433027137551388, -0.14880725335533948] Predicted: 4.683106921660631 Movie Vector: [1.9672356385797598, -0.46849653629907917] User Vector: [2.278263224925619, -0.4182769440034273] Predicted: 4.677841909618703 Movie Vector: [2.1157280922173434, -0.023088219118371875] User Vector: [1.8818759900612683, 0.23307529633589738] Predicted: 3.9761566047290686 Movie Vector: [0.8938435380035488, -0.9753870668949978] User Vector: [2.1099726991179812, -0.8286684129944849] Predicted: 2.694257915249737 Movie Vector: [1.7208991760271706, 0.8680843154510727] User Vector: [1.9197630777459918, -0.8372500494468756] Predicted: 2.5769150626249946 Movie Vector: [2.294549819690673, -0.17478137737787683] User Vector: [1.8178435424590027, -0.5052413045613067] Predicted: 4.25943934369458 Movie Vector: [2.0963163900688406, -0.22626681523746234] User Vector: [0.8897587016135726, -0.8582715382380126] Predicted: 2.0594141169649762 Movie Vector: [1.8802373910375707, -0.414254389743036] User Vector: [2.0912763568251687, 0.15132791796645073] Predicted: 3.8694077467872345 Movie Vector: [0.7759643470584106, -0.4059514056342977] User Vector: [1.671619786972459, -0.1365062701694368] Predicted: 1.3525322687811816
avg loss: 11.368174494921979: 57%|█████████████████████████▋ | 39864/70000 [01:04<01:04, 469.81it/s]
Movie Vector: [2.171325301835608, -0.1282095242256518] User Vector: [1.4985469962800915, -0.38742232355195044] Predicted: 3.3035042407897057 Movie Vector: [1.4283455464321262, 0.1892408499293085] User Vector: [0.944321979753548, -0.301824318602701] Predicted: 1.2917006035972391 Movie Vector: [0.672551454604952, -1.6685691704712369] User Vector: [1.847511469919559, -0.712124518056167] Predicted: 2.4307755428589406 Movie Vector: [1.7724450968538545, -0.6470863592049003] User Vector: [0.9255727631417624, -0.3043083937594345] Predicted: 1.8374407164053745 Movie Vector: [0.858004852860754, -0.7942904923691254] User Vector: [1.9736378597191477, 0.25764518552030596] Predicted: 1.4887457401652822 Movie Vector: [1.0262786488807478, -1.2045681376289183] User Vector: [2.251079419994448, 0.6098286684465777] Predicted: 1.5756545622517422 Movie Vector: [2.366257009011271, -0.28767788348487405] User Vector: [1.866499565176183, 0.46205762615000173] Predicted: 4.2836939184757545 Movie Vector: [1.7876571493772282, -0.5676622389729177] User Vector: [1.4990852685544818, 0.1536667099606101] Predicted: 2.5926197092256595 Movie Vector: [2.39488938636362, -0.01691494858321978] User Vector: [2.369771455643607, -0.45558353573801885] Predicted: 5.68304667931071 Movie Vector: [2.2013046661702336, 0.21937830594713323] User Vector: [1.1109282862953043, 0.04597406519556103] Predicted: 2.4555773329424597 Movie Vector: [2.09946766438297, 0.2574668499052172] User Vector: [2.5295877986726785, -0.3596677190699886] Predicted: 5.218185272889443 Movie Vector: [0.5190919362645737, -0.6477800787819894] User Vector: [2.107109089846642, -0.9840109086106156] Predicted: 1.7312060012712984 Movie Vector: [1.650704468373927, -0.6113071907993474] User Vector: [1.9004794393260755, -0.26218602373306016] Predicted: 3.2974061041834366 Movie Vector: [0.23677049442111744, -0.052879203564882106] User Vector: [0.2818124488194533, -0.8576875434400003] Predicted: 0.11207870704563525 Movie Vector: [1.2198523439349285, -0.14868849202178153] User Vector: [1.5111066846568255, -0.815326636254659] Predicted: 1.9645567192642643 Movie Vector: [1.6734965455289939, 0.3725098968642686] User Vector: [1.6708379810458696, 0.2660443938766344] Predicted: 2.895245759143203 Movie Vector: [-0.09054670831389368, 0.4340860765420925] User Vector: [2.0181678956994156, -0.2762859857776536] Predicted: -0.30267035935014563 Movie Vector: [1.6637628993146294, -0.008301556871960419] User Vector: [0.5033436275603328, 0.559311314628088] Predicted: 0.8328012984538063 Movie Vector: [1.8715712471406807, -0.1479027686220198] User Vector: [2.0022864091942223, -0.6292729744617395] Predicted: 3.8404928871303707 Movie Vector: [1.993459469107171, -0.2517829941073122] User Vector: [1.7344399891442237, 0.3004356613708287] Predicted: 3.3818912296011336 Movie Vector: [0.5202870031190873, 1.0691554753058656] User Vector: [1.4286254097753184, 0.2564997416810956] Predicted: 1.017533336264662 Movie Vector: [0.7456259728158365, -1.476490455904686] User Vector: [1.263916803354282, 0.061220642472005676] Predicted: 0.8520175017450495 Movie Vector: [1.4385641568501613, -0.37794285924115045] User Vector: [1.6673567047620532, -0.6679652884501751] Predicted: 2.6510523031451854 Movie Vector: [1.4373865141346476, -1.103969202949851] User Vector: [2.184332181690489, -0.3999853965719234] Predicted: 3.581301179797308 Movie Vector: [1.885603135690116, -0.2704656173551616] User Vector: [2.4640158433318833, -0.499858801901025] Predicted: 4.781350620023297 Movie Vector: [1.452903148311827, 0.6490001795100125] User Vector: [1.3622091833481418, 0.6706466828593917] Predicted: 2.414407828709338 Movie Vector: [-0.9452739689613618, -1.8203626167467852] User Vector: [0.7066131386666232, 0.03539662580269199] Predicted: -0.7323777004778393 Movie Vector: [2.04790375941685, 0.8273966980034573] User Vector: [1.921998461385339, -0.27892689217337346] Predicted: 3.7052846850958217 Movie Vector: [1.5705316849915851, -0.48256578215235757] User Vector: [1.584737851788706, -0.568139802332575] Predicted: 2.7630458367241664 Movie Vector: [0.4612092875661731, 1.0832246373201346] User Vector: [1.923315208197642, -0.059680587653699095] Predicted: 0.8224033540217895 Movie Vector: [1.1786648346096666, 0.9618807428226205] User Vector: [1.0140743501042226, 1.1123291119861056] Predicted: 2.26518172864792 Movie Vector: [1.6935255241764118, -0.43474348099067356] User Vector: [1.531515984030621, 0.07212484084339263] Predicted: 2.5623056052658555 Movie Vector: [2.1948373930582714, 0.380381400309012] User Vector: [1.9946532887341164, -1.100293997660938] Predicted: 3.959408252718427 Movie Vector: [1.9097377952534316, -0.9050039176445169] User Vector: [1.5859254208425535, -0.5958801426889315] Predicted: 3.567975580216286 Movie Vector: [1.9509494538993875, -0.3261478008363227] User Vector: [1.946506123978455, -0.685129619804148] Predicted: 4.020988578374529 Movie Vector: [0.5163049899483632, -1.4096052832325863] User Vector: [2.0594139315767044, -0.21434012973106517] Predicted: 1.3654206685198966 Movie Vector: [2.496495306045717, -0.30346163350220057] User Vector: [1.4824717818420565, -0.3568726627839993] Predicted: 3.8092810059146367 Movie Vector: [1.6063263693332903, -0.6587485689321634] User Vector: [1.7355304450379134, -0.013226456079629738] Predicted: 2.7965412276596413 Movie Vector: [1.6372314307596958, -0.9169054017920005] User Vector: [1.0003396003406895, 0.24539618601598512] Predicted: 1.412782346574158 Movie Vector: [1.9872676801249025, -0.360026434689248] User Vector: [1.515540676596559, -1.0727316715199646] Predicted: 3.3979967635905393 Movie Vector: [2.046073347280285, 0.27506745134468585] User Vector: [2.082491735443436, -0.9447710553882628] Predicted: 4.001055069512402 Movie Vector: [0.9058861091480491, -0.8123951875897746] User Vector: [1.917644780841253, -0.5213592491694135] Predicted: 2.1607175142749955 Movie Vector: [1.551837612396915, -0.259566564553007] User Vector: [1.85700247927233, -0.3051866520554046] Predicted: 2.9609825444705797 Movie Vector: [0.11171620290883576, 0.25742586120087235] User Vector: [1.26888208509423, 0.051388378887859194] Predicted: 0.1549833861766975 Movie Vector: [0.6477361043621035, 1.0920380737271431] User Vector: [1.2400606534181207, 1.1799967604812347] Predicted: 2.091833446137975 Movie Vector: [2.3570021718333134, -0.002257796131851194] User Vector: [2.16249350973188, -0.8859805903919513] Predicted: 5.099002262563368 Movie Vector: [1.9348019792321702, -0.2809117856975786] User Vector: [1.5423468369832418, -0.12871758874666336] Predicted: 3.0202940005631653 Movie Vector: [1.4654464242237977, -0.2588983320768254] User Vector: [1.635715915726074, 0.35957757654620537] Predicted: 2.3039600049266906 Movie Vector: [2.451519607996036, -0.33958337909918024] User Vector: [1.1565656515933513, 1.513475206827275] Predicted: 2.3213923478985756 Movie Vector: [1.3058688211992753, 1.597214001494919] User Vector: [2.0363577403799935, -0.5305078613511227] Predicted: 1.8118814979169038 Movie Vector: [2.5059013639643397, 0.18013362659185886] User Vector: [1.9118139306986923, 0.06655471657276679] Predicted: 4.802805879046924 Movie Vector: [1.6497486163459336, -0.4060050352395995] User Vector: [2.385411681550866, 0.437093377528894] Predicted: 3.7578675089073537 Movie Vector: [0.7944405282453435, -0.30463711198945664] User Vector: [1.7514374627119313, -0.7418145320252163] Predicted: 1.617397139733523 Movie Vector: [-0.7390883967962598, -0.5920398687613401] User Vector: [1.8382530335797027, -0.7859432490138275] Predicted: -0.8933217494942759 Movie Vector: [1.7060520314612293, -0.4730213584124701] User Vector: [1.1178897037351077, -0.20303964577441475] Predicted: 2.0032200890626726 Movie Vector: [1.0277520743254716, -0.12435321514991847] User Vector: [-0.15086577765487133, -0.2970277493361702] Predicted: -0.11811626031082256 Movie Vector: [2.2735970943430392, -0.5806396912457317] User Vector: [1.7752830874393082, -0.8363847372180387] Predicted: 4.521916644819275 Movie Vector: [2.655207971884153, 0.378206090426714] User Vector: [1.2504933439849006, 0.12338472368448539] Predicted: 3.36698474969987 Movie Vector: [1.177071201088054, 1.5758809155568194] User Vector: [1.0250289708219333, -0.9021026516052854] Predicted: -0.2150742707025468 Movie Vector: [2.188090433066414, -0.44291054997960144] User Vector: [2.150512317230984, -0.8537629778941155] Predicted: 5.083656057615906 Movie Vector: [1.3802475447917817, -1.093506163718048] User Vector: [1.5666013451868446, -0.3914407060980596] Predicted: 2.590340485210018 Movie Vector: [1.1582485277706887, 1.0162352942084971] User Vector: [1.78435962290993, 0.23728264558066936] Predicted: 2.30786690539113 Movie Vector: [2.002643308814329, -0.1669158378668541] User Vector: [1.7938041465013501, 0.22975301279180335] Predicted: 3.5540004546817494 Movie Vector: [1.9249550760245566, -0.6283161317928733] User Vector: [-0.9296813317983426, -2.063189961906132] Predicted: -0.49325926271174314 Movie Vector: [2.008958674500244, -1.091447631963296] User Vector: [1.5985557054452766, -0.5562873610320653] Predicted: 3.818590874015704 Movie Vector: [1.673179387565981, -1.8137489357631442] User Vector: [1.6253861470955846, -0.37351428737487585] Predicted: 3.3970237393741303 Movie Vector: [0.615947112431441, 0.8722482744795731] User Vector: [1.6986827346991769, -0.4818782002004763] Predicted: 0.6259812967409137 Movie Vector: [1.7174871030273249, -0.37483793163276324] User Vector: [0.6106350145787001, 0.5825916259648443] Predicted: 0.8303803221325893 Movie Vector: [1.5430718053344004, -0.3855411409797497] User Vector: [1.2795470902644694, 1.5554442440061012] Predicted: 1.3747452900202775 Movie Vector: [0.7214887455681914, -0.4890124940846694] User Vector: [2.051268294508561, -1.03511517090438] Predicted: 1.986151240017615 Movie Vector: [2.5691265486676054, 0.8743654759205972] User Vector: [2.0890825587649267, 0.007288164667025702] Predicted: 5.3734899836490975 Movie Vector: [2.6345569324761886, 0.37616847638949774] User Vector: [1.7767315635332483, -0.32502471682522033] Predicted: 4.5586364053387065 Movie Vector: [2.472063923356543, -0.4849533999601018] User Vector: [-0.6209000922551569, 1.1064106904622986] Predicted: -2.071462344164618 Movie Vector: [2.51825147312679, -0.05989040536669889] User Vector: [1.7029973311728306, -0.14759666149822243] Predicted: 4.297415161844872 Movie Vector: [2.1112225741823223, 0.013224323846897215] User Vector: [1.6847429335324897, 0.18868058409585942] Predicted: 3.559362486115645 Movie Vector: [0.06903303766304769, -0.035939455996825465] User Vector: [0.5934152071676618, -0.01987358002878234] Predicted: 0.041679500001174256 Movie Vector: [0.65380857664576, 1.1113315123827416] User Vector: [1.7703792225320092, -0.13407624989601183] Predicted: 1.008485958035339 Movie Vector: [1.834514150920144, 0.2708407621745609] User Vector: [1.4817520570016607, -0.41559903797959374] Predicted: 2.605733956519171 Movie Vector: [1.6535220647840947, -0.5077869866765272] User Vector: [1.647187996792689, -1.3185242353514501] Predicted: 3.393191145873309 Movie Vector: [2.440006520041021, 0.8739150159679767] User Vector: [1.4312838571179334, -0.6939256264750838] Predicted: 2.885909918455657 Movie Vector: [1.5882121812841827, -0.3786960582737631] User Vector: [1.609707697681375, -0.6881212928469842] Predicted: 2.8171461949798746 Movie Vector: [1.8651029042482405, -0.5234551948863319] User Vector: [1.875415169025433, -0.29152261753299236] Predicted: 3.6504413069950465 Movie Vector: [2.278513093377577, 0.22257345842444948] User Vector: [2.4986027020334958, 0.24512459494448618] Predicted: 5.7476572005736 Movie Vector: [1.8381461381842006, -0.31133375819722725] User Vector: [1.6143267289590764, -0.013941852965116928] Predicted: 2.971709012083522 Movie Vector: [1.279235747184901, -0.5896196429761553] User Vector: [1.6516845198123238, 0.11343944086692931] Predicted: 2.046007758192479 Movie Vector: [1.5136095709121964, -0.5922964279335661] User Vector: [1.8723649188538753, -0.7881855185113648] Predicted: 3.3008689285807105 Movie Vector: [2.1553268425081034, -0.5303822722796607] User Vector: [1.703001529304166, -0.4662092447342381] Predicted: 3.9177940275215493 Movie Vector: [1.484350923794833, 0.2514154356208896] User Vector: [1.2731301772313348, 0.06117718971727208] Predicted: 1.905152844487241 Movie Vector: [0.9301188236523508, -0.28168144265778283] User Vector: [2.201559150843619, 0.031036919731831272] Predicted: 2.038969083258019 Movie Vector: [1.095515048468773, -0.6073594642670045] User Vector: [1.668792037504123, 0.015700964846979373] Predicted: 1.8186506602526953
avg loss: 11.34746514625335: 57%|██████████████████████████▏ | 39926/70000 [01:04<01:06, 452.30it/s]
Movie Vector: [1.6555850080947772, -0.46385515309420233] User Vector: [2.123255275418585, 0.7669012106653743] Predicted: 3.1594985238598405 Movie Vector: [1.8391793871468334, -0.6974214017602338] User Vector: [1.377238921971061, 0.17208662267419583] Predicted: 2.4129725428558797 Movie Vector: [1.0712528001288755, 0.2253305004289201] User Vector: [2.258117619978124, -0.4844298792233475] Predicted: 2.309857996313799 Movie Vector: [1.5547241569893564, 0.22962231827504448] User Vector: [2.137009170936765, -0.013084902744311226] Predicted: 3.3194551960606336 Movie Vector: [1.9771657272350853, -0.6788230797195842] User Vector: [1.5754647792101912, -0.42531034281414865] Predicted: 3.4036654426660737 Movie Vector: [2.1080383067164834, -1.0451851855656251] User Vector: [1.6826975973957683, 0.09206872236095831] Predicted: 3.450962129264442 Movie Vector: [1.4646713760533114, -0.17464164288998682] User Vector: [0.26111054023886004, -0.15721619655462393] Predicted: 0.40989762912888933 Movie Vector: [1.8639202158776327, -0.7499307364388014] User Vector: [1.7157282503455267, -0.10295342322105006] Predicted: 3.2751885072664444 Movie Vector: [1.8045837371464823, -0.2917412069509109] User Vector: [1.063852980726989, -0.2837290801802369] Predicted: 2.002587252033589 Movie Vector: [2.095237705866511, 0.13284077540858186] User Vector: [1.8948307987070094, 0.5006268620160925] Predicted: 4.036624596228666 Movie Vector: [2.4482782865635686, -0.044734519053696256] User Vector: [1.8841460664147531, 0.23305052376684302] Predicted: 4.602488500021478 Movie Vector: [0.9105245440562996, 0.011070941052543082] User Vector: [0.8438707838713275, 0.32327262064905027] Predicted: 0.7719439928539794 Movie Vector: [2.0746210067727295, -0.3732126009272507] User Vector: [1.6536108549940391, -0.7020259243971695] Predicted: 3.6926207379606724 Movie Vector: [1.6208036486697766, -0.5150643607672308] User Vector: [2.0990740167976876, -0.36565970610847404] Predicted: 3.590525108038711 Movie Vector: [-0.979313298550509, 0.09718293019094461] User Vector: [-0.6601367903199569, -0.2647356906074636] Predicted: 0.620752947483426 Movie Vector: [1.9247945013626315, -0.6458227776128043] User Vector: [1.799062487529388, -0.841902348669489] Predicted: 4.006545296900817 Movie Vector: [1.1643456456297874, -1.4932042510776293] User Vector: [1.5687880198830106, -0.4206341117023689] Predicted: 2.4547041436091996 Movie Vector: [1.2758161835950006, -0.5898545022225756] User Vector: [1.4508070926871175, -0.9284670180464856] Predicted: 2.3986236188845256 Movie Vector: [1.4145500322944853, 0.6326460033304968] User Vector: [1.87802781766635, -0.5919738682469793] Predicted: 2.2820544083073315 Movie Vector: [2.119366107924722, -0.15196581402539402] User Vector: [0.7253335973465888, -1.5456267466198907] Predicted: 1.7721298698849903 Movie Vector: [1.028211098517777, -1.1972223493148946] User Vector: [1.8666274228131947, -0.6312446410766636] Predicted: 2.6750272251164025 Movie Vector: [2.182739517555609, -0.6459748336761769] User Vector: [1.1013356605787965, -1.2695859130181373] Predicted: 3.2240494174380583 Movie Vector: [2.3862239700999606, -0.2897309039282619] User Vector: [1.2212543229520356, -1.814396983516852] Predicted: 3.4398732171353954 Movie Vector: [0.9738261212715303, 1.6417325602455435] User Vector: [2.3977165702683627, -0.4903490203993302] Predicted: 1.5299370748588297 Movie Vector: [1.9437521207968125, -0.20471002173119046] User Vector: [1.7628377562295123, -0.4305192198753689] Predicted: 3.514651226148191 Movie Vector: [2.055431419258617, 0.12129671730768368] User Vector: [1.9331222702894326, 0.5301207258110111] Predicted: 4.037702155439091 Movie Vector: [1.0201483480119646, -0.3662823894699098] User Vector: [0.8844763276296489, -0.90757455797606] Predicted: 1.234725642204644 Movie Vector: [-0.8005977725251943, 0.29847188180217676] User Vector: [1.8586396657245574, -0.2061857189752847] Predicted: -1.5495634158493403 Movie Vector: [2.2733269135888983, -0.16888280111705178] User Vector: [1.9130407526328201, -0.5873050757691785] Predicted: 4.448152756058714 Movie Vector: [1.6521532829486898, 0.13179475260524745] User Vector: [1.5703350922134416, 0.06635237877173578] Predicted: 2.603179173274962 Movie Vector: [-0.4565079317213815, -0.7406791695340672] User Vector: [2.086217015718341, 0.19246333427721873] Predicted: -1.0949281975657406 Movie Vector: [2.073814541893348, -0.9057460174343281] User Vector: [1.7607635572209195, -0.6024368054799051] Predicted: 4.197151807119886 Movie Vector: [2.442507174577503, -0.2904651714637434] User Vector: [1.4653983463375528, -0.49768486246805255] Predicted: 3.723806093455174 Movie Vector: [2.5228662950013887, 0.180724215539202] User Vector: [1.7060749806972153, -0.7538489098597294] Predicted: 4.1679603126766676 Movie Vector: [1.5286517355485072, -0.46291655855240543] User Vector: [2.0865468882571934, -0.012354105430285497] Predicted: 3.195322442007477 Movie Vector: [1.8276870981483495, -1.330781856823241] User Vector: [1.9047535010342271, -0.2997566416526927] Predicted: 3.880204099166825 Movie Vector: [2.3620501020409765, -0.25381619520474774] User Vector: [1.6733343148633237, -0.0379004592775709] Predicted: 3.962119239541927 Movie Vector: [0.6004724337556971, -0.11298677541916524] User Vector: [1.9302924276054396, -0.04675378537812254] Predicted: 1.1643699513129449 Movie Vector: [1.8272790046319398, -0.6348684775177136] User Vector: [1.8022541042421976, 0.4466653646009183] Predicted: 3.0096473257094316 Movie Vector: [2.1882007553078675, 0.12078965829188833] User Vector: [1.6712010666259232, -0.15436452378892887] Predicted: 3.638277798181304 Movie Vector: [1.7989664218780592, -0.25289019303963556] User Vector: [2.0069147230509055, -0.06117127667485038] Predicted: 3.6258418143080675 Movie Vector: [2.576377761802028, -0.18942243207772833] User Vector: [1.8490297439137546, -0.8716340053747489] Predicted: 4.928906146309633 Movie Vector: [2.2494678671512847, -0.03531686303050824] User Vector: [0.8293482911032135, 1.00915818834721] Predicted: 1.829952029999534 Movie Vector: [0.33701974835803095, -1.2542058126971207] User Vector: [1.8507011497146633, -0.5728392236289557] Predicted: 1.3421811197790965 Movie Vector: [1.9822537222536676, -0.21411286062806711] User Vector: [1.8559239554594193, -0.17201747978528661] Predicted: 3.7157433236040425 Movie Vector: [1.9475962176391175, 0.0958786035084375] User Vector: [2.0221294453872227, 0.5353732864437986] Predicted: 3.989622502472795 Movie Vector: [1.7788122694591928, -0.9526427168251851] User Vector: [2.0728000929524697, 0.78197573655773] Predicted: 2.9421787473142773 Movie Vector: [1.5966974998898786, -0.6405152847107923] User Vector: [2.223704645137142, -0.3013630234032769] Predicted: 3.74361127012044 Movie Vector: [-0.012880159497272559, 1.4465634142124437] User Vector: [1.5318568015737974, 0.14326026160176208] Predicted: 0.1875044932123605 Movie Vector: [2.4643638616491494, -0.20516488677406355] User Vector: [1.88541396506311, -0.8315624881394261] Predicted: 4.816953463474845 Movie Vector: [0.9321416600049667, -1.3071558678313557] User Vector: [2.421943099594572, 0.2376362057463438] Predicted: 1.946966500543146 Movie Vector: [2.4647525491946256, -0.3722203844034183] User Vector: [2.072045763687299, -0.16660890929002933] Predicted: 5.169095310357164 Movie Vector: [2.1391421919873665, 0.1442527487389087] User Vector: [1.8052906531120387, -0.43499022898727735] Predicted: 3.799024868666409 Movie Vector: [1.9762021202003484, -0.30819478778097364] User Vector: [0.8882832576299649, -0.4113859100531677] Predicted: 1.8822142503117276 Movie Vector: [1.0269860291884856, -0.18521651498067876] User Vector: [2.0372041336147824, -0.06542921878616505] Predicted: 2.1042987557088964 Movie Vector: [0.7292018889097944, 0.9710545629333188] User Vector: [1.6285221304028858, -0.44352659754801704] Predicted: 0.7568328872898953 Movie Vector: [0.7585329329150906, -0.962735747560349] User Vector: [1.1804540364224074, -0.9011994901946782] Predicted: 1.763030227312525 Movie Vector: [1.932754049663779, -0.04252997288516005] User Vector: [1.311237496549493, -0.30657732797911574] Predicted: 2.547338306973185 Movie Vector: [1.655189291236323, -0.6318943277580312] User Vector: [-0.45316287465413824, -0.0873779332307725] Predicted: -0.6948567169336527 Movie Vector: [1.5874486109092847, -0.959130094102838] User Vector: [1.7771217755109914, -0.06591687974527996] Predicted: 2.8843123570246205 Movie Vector: [1.9896325296650121, -0.2825135215888835] User Vector: [1.8204344191132744, 0.2689342991370771] Predicted: 3.5460179624643473 Movie Vector: [1.8674874909313992, -0.37137061172323454] User Vector: [1.9279332498698092, -0.7026275569012623] Predicted: 3.861326453102612 Movie Vector: [1.625269829998046, -0.6077982832243066] User Vector: [1.6697827447960254, -0.01648901952321181] Predicted: 2.723869515526567 Movie Vector: [2.0180380510787925, -1.2763686524192768] User Vector: [1.8149103773499229, -0.5889799032850406] Predicted: 4.414313686247877 Movie Vector: [2.027071670032106, 0.17907634600972233] User Vector: [1.5245436547986009, -0.10538630309555368] Predicted: 3.0714870582916256 Movie Vector: [1.4923616847036685, -0.10932947790877186] User Vector: [1.8177092831550827, -0.7299042765853274] Predicted: 2.7924797415932705 Movie Vector: [1.5708675693530976, -0.6437418487560285] User Vector: [0.1935207090017943, 0.19471487499310292] Predicted: 0.17864929216077766 Movie Vector: [1.2720830247410788, -1.110346602697204] User Vector: [1.2260554159877053, -0.30995182244442543] Predicted: 1.9037982351207965 Movie Vector: [1.858776397445629, -0.05149769715727662] User Vector: [2.107407896993754, -0.7425951581355312] Predicted: 3.955441999286643 Movie Vector: [1.4887996048161285, 0.6666728246333156] User Vector: [1.5207735269816904, -1.0446743036508723] Predicted: 1.5676710571484016 Movie Vector: [1.516772021931174, -0.30960845693727573] User Vector: [0.8714636173669459, -0.08348948573896678] Predicted: 1.3476606838032457 Movie Vector: [1.978761621656731, -1.0008904597192059] User Vector: [1.4881078283807203, 0.16955137348857194] Predicted: 2.774908307529711 Movie Vector: [1.4498397422808833, 0.26362799516816754] User Vector: [2.264441169289647, -0.5315406787522915] Predicted: 3.14294779780333 Movie Vector: [2.4078336574502845, -0.659650269550579] User Vector: [1.716268043495131, -0.5100146950328706] Predicted: 4.468919291387115 Movie Vector: [0.14420917378256365, -0.1087086976585187] User Vector: [1.5438371468550784, -0.2522223237609403] Predicted: 0.25005423973925833 Movie Vector: [1.1529233695810606, -0.3721075365530597] User Vector: [1.6472049455880147, -0.8514892443852999] Predicted: 2.2159466413875615 Movie Vector: [1.5801487738784206, 0.8384711956673426] User Vector: [1.9575509167640301, -1.3218468403828043] Predicted: 1.9848911801843914 Movie Vector: [1.8151385500441948, -0.5648452034685436] User Vector: [1.2416225121408746, 0.11034887527387907] Predicted: 2.1913868534830185 Movie Vector: [1.2926150542517658, -0.45288678778263586] User Vector: [1.4198367734050723, -0.8074759132308139] Predicted: 2.200997560438603 Movie Vector: [1.2773199275765525, -1.629314605889963] User Vector: [1.9896562993917457, -0.23525596093711457] Predicted: 2.9247336135188156 Movie Vector: [1.415949878315335, 0.1932027550455615] User Vector: [2.0414043147109195, -0.5840199952512483] Predicted: 2.7776919189230895 Movie Vector: [2.1141564633784604, 0.13595432159890403] User Vector: [2.0731107887087097, -0.008285295760488615] Predicted: 4.381754151483773 Movie Vector: [1.8264965926759744, -0.6350623881992078] User Vector: [1.4620639430648472, 0.3508511064168128] Predicted: 2.4476424687389478 Movie Vector: [2.3424288531147552, -0.2935766157184585] User Vector: [1.663457555424028, 0.3641736533927326] Predicted: 3.789618105060115 Movie Vector: [1.7584355592195473, 0.4018889480799108] User Vector: [0.515861682400409, 0.5592488541992469] Predicted: 1.1318654597007305 Movie Vector: [1.1189492695662895, -0.7301749776085412] User Vector: [2.4144984721380265, -0.37378162368651835] Predicted: 2.9746272904735545 Movie Vector: [2.25963969608827, 0.35414022961001657] User Vector: [2.111134948195705, -0.7426984166847314] Predicted: 4.507384944926542 Movie Vector: [1.1688912160426228, -0.5113546214512564] User Vector: [1.1707598941035853, -1.0419562653110295] Predicted: 1.9013001079295586 Movie Vector: [0.9323737496225477, -0.27929425398574825] User Vector: [1.1436728930778564, 0.3546465588138855] Predicted: 0.9672798375881311 Movie Vector: [1.1842292351944206, -0.6065247896665126] User Vector: [1.9237284658625047, -0.5715346248332891] Predicted: 2.62478540796423 Movie Vector: [0.961980603336208, 0.11527180575196061] User Vector: [1.9241161056304572, 0.2188918026370185] Predicted: 1.876194425537573 Movie Vector: [2.0290396299718587, -0.12976260895616393] User Vector: [2.207117687911335, -0.29863846688905266] Predicted: 4.517081363382151
avg loss: 11.333546639262979: 57%|█████████████████████████▋ | 39988/70000 [01:04<01:07, 443.04it/s]
Movie Vector: [2.144628816381792, 0.01696561230413835] User Vector: [0.8766600571247343, 0.08013110432673262] Predicted: 1.8814698939301229 Movie Vector: [1.282714368822591, -1.3384968727301556] User Vector: [2.400569484686795, -0.059522120294309616] Predicted: 3.1589151432369964 Movie Vector: [1.9752258976590762, 0.5249453197636568] User Vector: [1.7053588004753721, -0.6143124397141577] Predicted: 3.045988427399232 Movie Vector: [1.7273812001839814, -0.09235610150230808] User Vector: [2.0508708315453763, -0.2263392258789372] Predicted: 3.563539526936401 Movie Vector: [1.5550981104213015, -0.26010240685112046] User Vector: [0.9427128939169998, -0.15520112788120674] Predicted: 1.5063792269080336 Movie Vector: [2.1486600278618946, -0.13060996523154345] User Vector: [1.350607263964129, -0.3074436540079919] Predicted: 2.942151046380285 Movie Vector: [-0.1435639869412207, 0.19676029464302466] User Vector: [1.6654594591357974, -0.4960951718696266] Predicted: -0.3367118322305538 Movie Vector: [0.4024894269814046, 0.36029618952881654] User Vector: [2.002095491627517, 0.05597707352686046] Predicted: 0.8259905934799152 Movie Vector: [1.8831011280254604, -0.4745598771310436] User Vector: [0.9869891672318132, -1.243121239782365] Predicted: 2.4485358769732466 Movie Vector: [1.8912959511036462, -0.6158515670475773] User Vector: [1.6104765020826197, 0.3160928133802111] Predicted: 2.851221433283741 Movie Vector: [2.2305368575989197, 0.19778592532306502] User Vector: [2.4183157502498327, -0.45562172796874667] Predicted: 5.3040268491806435 Movie Vector: [1.109098711669404, -0.1878537414512681] User Vector: [2.3203576447675807, -0.5213732458304108] Predicted: 2.6714475893458105 Movie Vector: [2.4188242180147657, -0.05127316877575233] User Vector: [1.6598909128378163, -0.8326897257060534] Predicted: 4.057678980078707 Movie Vector: [1.403485284343927, -0.833682468325476] User Vector: [1.8477377683394582, -0.6973902450234645] Predicted: 3.174674788048188 Movie Vector: [2.188479405713476, 1.4421419554714228] User Vector: [2.1467322302483844, -0.3711071595658645] Predicted: 4.162890070694189 Movie Vector: [1.139921756673932, -0.9103502369075278] User Vector: [1.8337975318798603, -0.8856657292025057] Predicted: 2.89665171032519 Movie Vector: [2.0758986239572432, 0.7080003794820972] User Vector: [1.694537087858218, -0.32850830187966285] Predicted: 3.285103206535568 Movie Vector: [1.7952201901832128, -0.4369154199076508] User Vector: [1.525490591903479, 0.06277506552540726] Predicted: 2.7111641164059015 Movie Vector: [1.1879203400624558, -0.013383852264065715] User Vector: [2.4714684804164655, -0.183005567995731] Predicted: 2.938356997195525 Movie Vector: [1.30486001878123, 0.5380967916315964] User Vector: [1.8298224479749807, -0.615068309317009] Predicted: 2.0566958699531965 Movie Vector: [1.2980045377819383, -1.0644880320206271] User Vector: [1.6679040469222337, -0.3375916949085064] Predicted: 2.524309340429582 Movie Vector: [2.2213664781581124, -0.47304656546114787] User Vector: [1.878387607996698, -0.2540047316796872] Predicted: 4.292743331323423 Movie Vector: [1.0616501361462145, -1.465668832741973] User Vector: [2.1940974129877575, -0.8433906781060398] Predicted: 3.5654952479416506 Movie Vector: [0.9479186249714167, -0.7890262022495581] User Vector: [1.2789245756628902, -0.13742574856138462] Predicted: 1.3207489416832112 Movie Vector: [2.4753878831048852, 0.5234194282094666] User Vector: [1.7005138165671307, 0.18910816285349566] Predicted: 4.308414183053238 Movie Vector: [0.9642915490254318, 0.09675093965059874] User Vector: [1.524038045974133, -0.03393742964349041] Predicted: 1.466333529918755 Movie Vector: [2.1922872236788895, -0.029714131702918208] User Vector: [2.083288519133704, -0.54890127685297] Predicted: 4.583476928566042 Movie Vector: [2.254676358590367, 0.01030107419818566] User Vector: [0.5689233203379291, -1.2035495501649338] Predicted: 1.270340106999221 Movie Vector: [0.5874695233073742, -0.26808052541338023] User Vector: [1.5172610814266678, -0.7704901166282486] Predicted: 1.0978980395300733 Movie Vector: [1.3742455055730594, -0.3465298459779844] User Vector: [1.4796642934839912, -0.36398938971462463] Predicted: 2.159555192232741 Movie Vector: [2.273303755030524, 0.15234115218250535] User Vector: [1.2048447341821742, 0.2815598626637117] Predicted: 2.7818712123316285 Movie Vector: [1.844359285594961, -0.6906598958492647] User Vector: [0.7726037384698958, -2.954145486511731] Predicted: 3.465268693170101 Movie Vector: [2.090670651458208, -0.14472543464416546] User Vector: [1.9395869500067375, -0.7049450244986124] Predicted: 4.157060987401228 Movie Vector: [1.6460183363209118, -0.6080031736670313] User Vector: [1.829356627600155, -0.2531877739705624] Predicted: 3.1650935228078336 Movie Vector: [2.3030546245020833, -0.085663987501804] User Vector: [1.7706390221805037, 0.49829790946862296] Predicted: 4.035192202467761 Movie Vector: [2.1664907108875386, 0.04606374082176365] User Vector: [1.9751564222866544, 0.769777635480524] Predicted: 4.314616878925066 Movie Vector: [2.1991737793066553, 0.26168593406876334] User Vector: [1.7500542327971242, 0.7671000049956583] Predicted: 4.049412662463503 Movie Vector: [-1.0244476564961136, -0.5097221972168964] User Vector: [2.0979338911538163, -0.7248250443074333] Predicted: -1.7797640440940805 Movie Vector: [0.8467842182268952, -0.11895271516102839] User Vector: [1.8931172790458741, -0.8779655195380119] Predicted: 1.7074982175154971 Movie Vector: [1.3877357034485698, -1.1395840727728028] User Vector: [2.07153278592107, -0.6741831889605325] Predicted: 3.6430284321575512 Movie Vector: [1.988309387179333, -0.46297061644515797] User Vector: [1.998662441549359, -1.0995991821057] Predicted: 4.483041405517423 Movie Vector: [1.9421958829320904, 0.09081701477531068] User Vector: [1.9968521444572762, -0.36681582472051494] Predicted: 3.844964895615577 Movie Vector: [2.019443411361833, -0.6902363061951069] User Vector: [1.636001298763293, -0.8478732526113865] Predicted: 3.889044945771048 Movie Vector: [1.3337078247100655, -1.0717145467413707] User Vector: [2.161225912195766, -0.7348479502926434] Predicted: 3.669991148033348 Movie Vector: [2.1966216330934407, -0.4697004468515758] User Vector: [1.57309917608244, -0.8252806200689169] Predicted: 3.8431383572084714 Movie Vector: [2.4892109724222196, -0.08658291519799127] User Vector: [0.4643672966543393, 0.5569539345114898] Predicted: 1.1076854747850293 Movie Vector: [1.6170201366004044, -0.15629684744249756] User Vector: [1.4673956634989906, -0.975424726042665] Predicted: 2.525264145835909 Movie Vector: [1.8575447015460562, 0.07203681819149566] User Vector: [1.7217103433563117, -1.0284154824035192] Predicted: 3.124070146767336 Movie Vector: [1.6176784922185776, -0.3157512407913306] User Vector: [1.9439307418383538, -0.5680124520275912] Predicted: 3.324005587947047 Movie Vector: [-0.15152931213378906, 0.0054073333740234375] User Vector: [1.5747061542547376, -0.9857970714593969] Predicted: -0.2439446737715817 Movie Vector: [1.6519869875190163, -1.36942338182785] User Vector: [1.927104580963232, -0.3399167411537115] Predicted: 3.649041624550163 Movie Vector: [0.871221309404242, -0.40799047960681406] User Vector: [1.2126697764912777, 0.050936566865760965] Predicted: 1.0357221162045942 Movie Vector: [-0.368809881654688, -0.5143615030202714] User Vector: [1.5415990657316727, -0.30820018898389917] Predicted: -0.4100306565545857 Movie Vector: [2.1992496181515464, 0.048878331057839425] User Vector: [1.1771517206723514, -0.36584353418737814] Predicted: 2.570968650815724 Movie Vector: [1.3286240824812408, -0.6140965232555666] User Vector: [1.9534809679302492, 0.39121737330950224] Predicted: 2.355196629874353 Movie Vector: [1.9302278808928452, 0.7767915561876686] User Vector: [1.2404247206525405, 1.1751408551079578] Predicted: 3.307141873531271 Movie Vector: [2.3635549864416023, -0.12236275831589667] User Vector: [1.3666906339311033, -0.4724595890889814] Predicted: 3.288059921264617 Movie Vector: [2.17401578297349, -0.3012165486286572] User Vector: [1.7012711114997512, -0.615398803151851] Predicted: 3.8839585510329178 Movie Vector: [1.669569497916459, 0.7780893682920336] User Vector: [1.689945968981037, -0.6738999915125466] Predicted: 2.2971278242496096 Movie Vector: [2.590928960199239, -0.1571530969368806] User Vector: [1.9849502719213126, 1.000307767404635] Predicted: 4.985663680538628 Movie Vector: [2.088456867084066, 0.231303373353171] User Vector: [1.4853331500627687, -0.9444296235133933] Predicted: 2.883604459342884 Movie Vector: [0.590843903337978, -1.0494075082565353] User Vector: [1.2276941032696513, -1.0968013214117214] Predicted: 1.876367117836009 Movie Vector: [1.9776829559274063, -0.12281369160338332] User Vector: [2.0233591784260643, 0.07501167373066829] Predicted: 3.992350500328295 Movie Vector: [2.093943347946573, -1.121021765387981] User Vector: [0.6293722413087428, 0.035238125192981924] Predicted: 1.2783671127578682 Movie Vector: [1.9242646084470514, -0.6455748050752951] User Vector: [2.335749352539953, -0.7047340123328032] Predicted: 4.949558335937426 Movie Vector: [2.1974513762946626, 0.20401938104983106] User Vector: [1.5976159331026072, -0.4917223582059202] Predicted: 3.410362439817071 Movie Vector: [1.1983358955033296, -0.3173284579884157] User Vector: [-0.21903325274146934, -1.1786528111695755] Predicted: 0.1115446700031969
avg loss: 11.310956613543969: 57%|█████████████████████████▊ | 40112/70000 [01:04<01:04, 466.08it/s]
Movie Vector: [1.9755888405124526, -0.5432867525856632] User Vector: [1.944528148196188, -0.42868824576253534] Predicted: 4.074488754550706 Movie Vector: [0.4765801324222384, 1.0827476790712558] User Vector: [1.1187124533260009, -0.3150816384957265] Predicted: 0.19200221634929643 Movie Vector: [0.4913663593603283, 0.09250069138227432] User Vector: [0.682384069903264, 0.9898702613708155] Predicted: 0.42686425966940356 Movie Vector: [2.395050565551253, -0.17459423330890667] User Vector: [1.1859939055853226, -0.37199833968065005] Predicted: 2.9054641392211953 Movie Vector: [1.875116355130076, 0.6961234191586376] User Vector: [2.2255867813848833, -0.0010183781899489042] Predicted: 4.172525256628516 Movie Vector: [1.7926088617323075, -0.43007727441759985] User Vector: [1.7105023898844083, -0.3344810800705588] Predicted: 3.210114453382082 Movie Vector: [2.4150672426904265, -0.19554430147865742] User Vector: [2.159904651891333, -0.29561906468507415] Predicted: 5.274121595625044 Movie Vector: [2.5001234188329464, -0.5284067708152403] User Vector: [1.8749202210231237, -0.1551690657359929] Predicted: 4.769524337979329 Movie Vector: [1.3448210828903353, 0.1590835870494676] User Vector: [1.4621322508321553, -0.9776796834047236] Predicted: 1.8107734858715712 Movie Vector: [2.355743694861874, -0.363455208150257] User Vector: [1.1606853498275487, 1.4880875853988358] Predicted: 2.193424011477849 Movie Vector: [2.1170616297631244, -0.5507819012934649] User Vector: [0.202146890592131, 1.4529087147974393] Predicted: -0.3722783986934534 Movie Vector: [1.8603182029289795, -0.5608298736623016] User Vector: [1.5107675697103145, 0.9245470762922375] Predicted: 2.291994790335048 Movie Vector: [1.8429059725176669, -0.1672170779607578] User Vector: [1.3360525880826501, -0.47087343779530244] Predicted: 2.5409573745326695 Movie Vector: [2.1815058044140105, -0.20526767197143456] User Vector: [1.9754427910960846, -0.9460732795924464] Predicted: 4.503638174680243 Movie Vector: [1.5911331199523366, -0.14899131693912399] User Vector: [1.452779454555706, 0.89768662869783] Predicted: 2.1778179931215425 Movie Vector: [2.586744789208415, 0.1524987660330094] User Vector: [1.197957698631546, -0.5567887319038965] Predicted: 3.0139012400708283 Movie Vector: [2.29060777713361, 0.11133058632714336] User Vector: [1.930627263605893, 0.12047397695429768] Predicted: 4.435722263253323 Movie Vector: [1.6043403054284942, -0.8575715018105736] User Vector: [1.6620877219745, 0.2065380276590346] Predicted: 2.4894331969609675 Movie Vector: [1.7282369954086372, -0.07894528653202225] User Vector: [2.2954092954987653, 0.024902726453093913] Predicted: 3.9650453112105746 Movie Vector: [2.0276119289388643, -0.6944697182176317] User Vector: [1.4554161883353067, -0.5873337802305881] Predicted: 3.3589047498958333 Movie Vector: [1.9111041911721296, -0.2668506477217093] User Vector: [2.0695785908909876, -1.1598620709429155] Predicted: 4.264690263910836 Movie Vector: [1.6079493350408467, -0.47962107397127707] User Vector: [1.5675452933666358, -0.7934363588111155] Predicted: 2.901082210656138 Movie Vector: [1.2366322102287464, -0.45760565773409256] User Vector: [2.383638081250458, -0.17011148819016625] Predicted: 3.0255276082435483 Movie Vector: [2.085870354106397, 0.24576560132614306] User Vector: [2.070597935095892, 0.16788524330743776] Predicted: 4.360259265865682 Movie Vector: [2.0998962666590084, -0.45834915407565047] User Vector: [1.8988018466768182, -0.7358450667590417] Predicted: 4.324560872841628 Movie Vector: [-0.04852892337100552, 0.3617524236454042] User Vector: [1.2524578379091242, 0.7485961947053605] Predicted: 0.21002605732508395 Movie Vector: [1.9491110060641044, -0.32550070548383403] User Vector: [2.088517833438573, 0.40280566357271796] Predicted: 3.9396395678504765 Movie Vector: [1.4951050123732563, -0.19296591484458298] User Vector: [1.8455116689450264, -0.5535267739049589] Predicted: 2.8660455469505837 Movie Vector: [1.68882923182299, -1.4021083683428237] User Vector: [2.039351208297721, 0.11582694496119554] Predicted: 3.2817140057170513 Movie Vector: [1.048815267838009, -1.7334710040282317] User Vector: [2.1858737493616482, 0.749357018325284] Predicted: 0.9935890989648777 Movie Vector: [1.9716966930367377, 0.5262166266001975] User Vector: [1.6138341534370542, 0.046616424902046066] Predicted: 3.206521801297699 Movie Vector: [1.828183210666831, -0.6288086824017998] User Vector: [1.9948077716384867, 0.9501233100402684] Predicted: 3.0494282899115372 Movie Vector: [1.0280352162694952, 0.5019214672763073] User Vector: [1.9316427663262288, 0.6535696503837608] Predicted: 2.313837426923471 Movie Vector: [1.9243087588244567, 0.5871222812295751] User Vector: [1.5316268043518022, 0.07370949882997664] Predicted: 2.99059936396583 Movie Vector: [2.3025096364090847, -0.36251443047811716] User Vector: [1.9376149818708104, -0.18262345972330032] Predicted: 4.52758080690169 Movie Vector: [0.9045615153694637, -0.5853022137903379] User Vector: [1.444808157670408, -1.2193292845838957] Predicted: 2.0205939861268503 Movie Vector: [1.4631279353215731, -1.6512844513478087] User Vector: [2.0053616743358798, -0.29854197838959734] Predicted: 3.427078413133424 Movie Vector: [1.728875761985214, 0.4766955470706171] User Vector: [1.2911905771444823, -0.46680285877912203] Predicted: 2.0097852487889534 Movie Vector: [1.1217060761436417, -0.7306017509739267] User Vector: [1.2998591566803375, -0.29472148797309994] Predicted: 1.6733839493420724 Movie Vector: [1.6041455417777475, -0.610258526613851] User Vector: [0.34502982879018784, 1.4016802894778093] Predicted: -0.3019092866062848 Movie Vector: [1.2418012795754163, 0.18071637074054972] User Vector: [1.5889492060225554, -0.6903936589789991] Predicted: 1.8483937207861776 Movie Vector: [1.3445086145690917, 0.21364119843139937] User Vector: [1.4528903632612484, -0.3136611066853542] Predicted: 1.8864126746955874 Movie Vector: [2.589892320450507, 0.38433915516490397] User Vector: [0.8176169654463311, 0.801998869127583] Predicted: 2.425779467683204 Movie Vector: [0.3855669736201066, -0.05054091082515807] User Vector: [-1.4721438153315485, -0.06040926080842968] Predicted: -0.5645568965474097 Movie Vector: [1.2672669222434332, -0.9656013977121511] User Vector: [1.1939802432847069, -0.10390288188434733] Predicted: 1.6134204361007223 Movie Vector: [1.9375366064365374, -0.6851316229766321] User Vector: [1.774220402262378, -0.3497681121051669] Predicted: 3.6772541715820015 Movie Vector: [2.1534020410960046, 0.20357392729180496] User Vector: [1.8287453163325589, -0.13820245188884137] Predicted: 3.9098894809429225 Movie Vector: [2.059077113048863, 0.0030910199854743] User Vector: [1.9833526979774843, -0.295012808189486] Predicted: 4.082964257023067 Movie Vector: [2.397195351381667, -0.051052980775903985] User Vector: [2.0453400176220686, -0.5520212537857361] Predicted: 4.931261912695933 Movie Vector: [2.0935970433269833, -0.0960778089651551] User Vector: [1.83524584004714, -0.5763673007830075] Predicted: 3.8976413719192298 Movie Vector: [0.9511684992172836, -1.1222754787122535] User Vector: [-1.0292253686212938, 0.7508965077794811] Predicted: -1.8216794869594481 Movie Vector: [0.9717502358721467, 0.009279622945974363] User Vector: [1.712623528868761, -0.616971715365859] Predicted: 1.6585170532514806 Movie Vector: [1.5142312026042455, -1.1807522066249587] User Vector: [1.8307304448329225, -0.6974094975545971] Predicted: 3.595616966282356 Movie Vector: [2.5028867576173743, -0.20152161354299497] User Vector: [1.7103378617364167, 0.5654118213270914] Predicted: 4.166839282641574 Movie Vector: [1.853408411917437, -0.4419663541020197] User Vector: [2.4610745723631076, -0.13900811779002126] Predicted: 4.622813225784133 Movie Vector: [0.03319490708837877, 0.2817410762095094] User Vector: [2.0266546972325963, 0.03564814396971841] Predicted: 0.07731816082176243 Movie Vector: [0.8738595417314652, 0.7990843017719576] User Vector: [2.5080604120349004, 0.11687264039122221] Predicted: 2.285083614538913 Movie Vector: [0.8311490732184358, -2.520426499598958] User Vector: [1.2112692923928272, 0.051592409615290685] Predicted: 0.876710473417706 Movie Vector: [1.2309469267266873, -1.3523858529883384] User Vector: [2.466188721472885, -0.32538348124752253] Predicted: 3.4757914442603113 Movie Vector: [1.2395270665404325, 0.00797413523407707] User Vector: [1.8079643704764086, -0.4920384735583364] Predicted: 2.2370971912177193 Movie Vector: [1.756096597956669, -0.5522257343643422] User Vector: [1.7028772189253496, -0.15548615778487002] Predicted: 3.07628034855896 Movie Vector: [1.2188617402374042, 0.6910657630465881] User Vector: [1.5681720929468268, -0.2705666511559016] Predicted: 1.7244056169648885 Movie Vector: [2.5496503048938863, -0.014093047238146833] User Vector: [2.1519150179185487, -0.33132177388913037] Predicted: 5.491300114952206 Movie Vector: [2.175159433323153, -0.22317015545206076] User Vector: [1.419106681514796, 0.20445329843593593] Predicted: 3.041155410794189 Movie Vector: [1.31727414254412, -0.966323439687572] User Vector: [2.033577113853947, -0.14743300807370524] Predicted: 2.8212465204345727 Movie Vector: [1.1172496105341403, -0.9345307940614563] User Vector: [0.4576307742412538, -0.2512169808572004] Predicted: 0.7460578088916792 Movie Vector: [2.089451644754635, 0.003940616559630683] User Vector: [2.0268074841687165, -0.45131505571851] Predicted: 4.233137771815153 Movie Vector: [1.9438523825791993, 1.3411824549070757] User Vector: [1.934050636448485, 0.06815317471951099] Predicted: 3.8509147798692296 Movie Vector: [2.387519033906378, -0.36150489831080723] User Vector: [1.5766264086762387, -0.9060893552254896] Predicted: 4.0917813002952705 Movie Vector: [0.14942765608587064, -0.06023086195050893] User Vector: [2.0517179221095923, -1.0354199206540335] Predicted: 0.3689476343519293 Movie Vector: [1.9797876672852777, 0.05967063621605519] User Vector: [1.7199646366697088, -0.5373230305300548] Predicted: 3.3731023687602257 Movie Vector: [1.7281003428435953, -0.7379676232865556] User Vector: [2.0978324566135504, -0.28537216514890756] Predicted: 3.8358604059693757 Movie Vector: [1.9628357149244728, -0.7448097733775009] User Vector: [1.6320043486605393, -1.776595792493918] Predicted: 4.526582332053775 Movie Vector: [2.017035920758707, -0.9637622418936015] User Vector: [1.6008249526280343, -1.0714978887939757] Predicted: 4.261590639785943 Movie Vector: [2.438539936412778, 0.16948626267883754] User Vector: [1.844889237497041, -0.576809848455168] Predicted: 4.40107473840364 Movie Vector: [-0.7776261819396405, -1.2678741923675967] User Vector: [1.6705380470725975, 0.4529477195519288] Predicted: -1.873334847441614 Movie Vector: [2.2785152474636936, -0.512663544076938] User Vector: [0.8587784670153306, -0.27992305286914315] Predicted: 2.1002461756406583 Movie Vector: [2.3303647086753267, -0.23245299303636924] User Vector: [1.670041307348365, -0.15576838123194386] Predicted: 3.9280141511124302 Movie Vector: [1.8424290892496604, -0.165513914983586] User Vector: [1.6003736688373875, -1.364908691450775] Predicted: 3.174486382252347 Movie Vector: [1.9707576132322868, -0.880230233785397] User Vector: [1.9326634896092278, 0.19363250386981887] Predicted: 3.638370101813682 Movie Vector: [1.303073074830124, 0.49416205368269644] User Vector: [2.1297312569029105, -0.3829041034633065] Predicted: 2.585978779363341 Movie Vector: [1.1521794462471757, 0.3038491422897977] User Vector: [1.2187879489788669, 0.6896949346230535] Predicted: 1.6138256384740348 Movie Vector: [2.3245598812277346, -0.13753656793641006] User Vector: [1.694228321360806, -0.14833408977103762] Predicted: 3.9587365470902194 Movie Vector: [1.2167107298121995, -0.6161749555656139] User Vector: [2.008785430737715, -0.23130591439395023] Predicted: 2.5866356989927546 Movie Vector: [1.7572069609511853, 0.25021290545826935] User Vector: [1.5383405569345712, -0.7043620670159243] Predicted: 2.526942255676305 Movie Vector: [1.555779670216984, -0.8404563152261764] User Vector: [1.6381368864762724, -0.23089826890164705] Predicted: 2.742639973285513 Movie Vector: [1.140811045031133, -0.7349334855539877] User Vector: [1.8081065270932923, 0.6423062126463722] Predicted: 1.5906555530477322 Movie Vector: [1.9607998672558955, 0.27718323623793306] User Vector: [1.7692601137053616, 0.03569263887955922] Predicted: 3.479058397249132 Movie Vector: [1.7876863260736566, -1.425085787742258] User Vector: [1.3986395580731295, 0.11698685808588402] Predicted: 2.3336125042622218 Movie Vector: [1.6299283075257625, -1.2248265595913237] User Vector: [1.9737160120736061, -1.031270991608959] Predicted: 4.480143699754365 Movie Vector: [0.16023118193743224, -0.04393140701530926] User Vector: [1.3914086437377926, -1.1814772739030213] Predicted: 0.27485101054323774 Movie Vector: [1.451421520755922, -0.1767792977460286] User Vector: [1.0408701485424436, -0.18168514195523502] Predicted: 1.54285950571265 Movie Vector: [1.9594636639954541, -0.04877488443985992] User Vector: [1.9531946210864093, -0.3615442183962311] Predicted: 3.8448481662023637 Movie Vector: [2.12116093228528, 0.19759518082730237] User Vector: [1.0612222431805947, -0.14869956859256372] Predicted: 2.2216408445618367 Movie Vector: [2.02652088658002, 0.6208215800390651] User Vector: [1.6561546838632728, -0.2406317625899006] Predicted: 3.206842667197605 Movie Vector: [1.835541084961444, -0.6933338451916241] User Vector: [1.701162796255018, -0.5377904060487935] Predicted: 3.4954224948669546 Movie Vector: [1.324784951397044, 0.4216640097475225] User Vector: [1.9409302378254965, 0.144510029510875] Predicted: 2.6322498492749915 Movie Vector: [0.44240552559915314, -0.21738449039025762] User Vector: [1.9161944196719756, 0.2006831807053193] Predicted: 0.8041095884176228 Movie Vector: [1.1902307136545267, 0.3895708491389225] User Vector: [1.759095436999182, 0.0669042647210263] Predicted: 2.1197933685843435 Movie Vector: [2.283398994252993, 0.2763758625535931] User Vector: [1.26590927126929, -0.7075531971185715] Predicted: 2.6950253316756383 Movie Vector: [1.6329167668698532, 0.8704218133196393] User Vector: [2.0255175761596034, -0.5684836803342551] Predicted: 2.8126810158214366 Movie Vector: [1.816734744385653, -0.12306508292667993] User Vector: [0.9892448612904664, -0.029643245331993598] Predicted: 1.8008435586563538 Movie Vector: [1.9366243456942618, -0.846543587514109] User Vector: [1.7736370272438953, -0.7085250557575518] Predicted: 4.034665989929956 Movie Vector: [2.1098550912412986, 0.013787120282725863] User Vector: [1.9798190006501784, 0.1694200153243967] Predicted: 4.179467012387617 Movie Vector: [1.7005712650827252, -1.1011761583351871] User Vector: [1.574277415432471, 0.04065097198738955] Predicted: 2.632407054787495 Movie Vector: [2.4473548081797465, 0.8703523645590154] User Vector: [1.868916961034217, -0.16573095524037543] Predicted: 4.429658581901686 Movie Vector: [0.6910935297820169, -0.7440519398059261] User Vector: [1.5955102275674142, 0.041726040650123856] Predicted: 1.0716004534867278
avg loss: 11.293964562031704: 57%|█████████████████████████▊ | 40175/70000 [01:04<01:01, 482.24it/s]
Movie Vector: [2.300250553588618, -0.08645311654317168] User Vector: [1.805580621793739, -0.17709851633284177] Predicted: 4.168598543502076 Movie Vector: [1.8491519721905478, -1.4633498456695775] User Vector: [2.1143097211114528, -0.032908565317526055] Predicted: 3.9578367345934993 Movie Vector: [1.0646768365380388, -0.6668414626911017] User Vector: [1.7809400000153681, 0.3129020008005854] Predicted: 1.6874695373875823 Movie Vector: [0.8240327949916715, 0.5551635973820724] User Vector: [1.7423650244154598, -0.5944011795941083] Predicted: 1.1057760238131908 Movie Vector: [1.976436152513593, -0.48976896863235775] User Vector: [1.9049632167548187, 0.22218714944790896] Predicted: 3.6562177997743457 Movie Vector: [2.291228090424468, -0.17859484293093958] User Vector: [1.934380396086657, -0.12821613830924627] Predicted: 4.455005442162709 Movie Vector: [2.1177472563060293, -0.02283814032954269] User Vector: [1.771972237384752, -1.021090195648518] Predicted: 3.7759091451493556 Movie Vector: [1.8735117290295027, 0.09287161488651605] User Vector: [2.3770842121103226, -0.04372087428998385] Predicted: 4.449434724079983 Movie Vector: [2.2565084550070753, -0.3581787420273173] User Vector: [1.7878024562057244, -0.8489337098411923] Predicted: 4.338261366566135 Movie Vector: [2.0068474363431026, 0.10948748006714233] User Vector: [1.8597271732487062, -0.3056423952654263] Predicted: 3.698724694272474 Movie Vector: [2.490045938230667, -0.20576659416302245] User Vector: [1.993453747742448, -0.16560873333945558] Predicted: 4.997868152639696 Movie Vector: [2.211904839761508, 0.07114305896138914] User Vector: [1.9633857343406231, 0.6690676380298504] Predicted: 4.3904219265282425 Movie Vector: [1.4643124092219726, -0.053201316393970244] User Vector: [0.9326678157656214, 0.16148980834878063] Predicted: 1.3571255859191869 Movie Vector: [1.9333934617911452, -0.28079423693074546] User Vector: [2.44105721015112, -0.559886740268692] Predicted: 4.876737019965699 Movie Vector: [2.639903496256483, 0.12779157551972584] User Vector: [2.0485671753343406, 1.01675883779618] Predicted: 5.537952862286972 Movie Vector: [1.7163344416078414, 0.2286327788357793] User Vector: [1.963019536674693, -0.7658686182923164] Predicted: 3.194095369920552 Movie Vector: [2.2128791576971603, -0.720493518981559] User Vector: [1.8014608282348115, 0.4469409798352552] Predicted: 3.664397040870109 Movie Vector: [1.9002066449014592, -0.3172437906283464] User Vector: [0.7744670631372162, -0.8421063491828445] Predicted: 1.7388004699576198 Movie Vector: [1.4330511833600534, 0.899482288249337] User Vector: [1.9620755470931885, -0.49104704432972357] Predicted: 2.370066565531945 Movie Vector: [1.2138060917946305, -0.802225531990381] User Vector: [0.9931654984218914, 0.39231950277931865] Predicted: 0.8907816103174016 Movie Vector: [2.0738908266021445, -1.0470535633839801] User Vector: [2.046815310618477, -1.1566835963662547] Predicted: 5.455981177723563 Movie Vector: [2.185470861367379, -0.21893842908737138] User Vector: [0.9617293582574122, 0.4196645405389495] Predicted: 2.009950793743852 Movie Vector: [1.600234885488123, -0.642490523220574] User Vector: [1.1173124524596285, 0.33219856194711084] Predicted: 1.574527936537666 Movie Vector: [2.0581933446185854, -0.9004012997149129] User Vector: [2.477625967683295, 0.41439933546706953] Predicted: 4.726307576884394 Movie Vector: [1.8134191025941524, -0.27439840915943936] User Vector: [1.4438109815457427, -0.6894388998805263] Predicted: 2.8074153518101137 Movie Vector: [2.069430614798279, -0.11941234520569229] User Vector: [0.6632803305162256, -0.7619136998425142] Predicted: 1.463594523906339 Movie Vector: [1.7184674510702274, 0.09572328978785277] User Vector: [1.6197723486867244, 0.6208174271703006] Predicted: 2.8429527458480828 Movie Vector: [2.1725312569934196, -0.22354880162890187] User Vector: [1.51949401113421, 0.6739937563078098] Predicted: 3.1504777374754056 Movie Vector: [1.862837784032144, -0.6263416019050808] User Vector: [1.7454412184036914, -0.6983794861374739] Predicted: 3.6888979775344906 Movie Vector: [1.352568054519052, -0.10163042091393848] User Vector: [2.243180488899417, -0.4875717998050556] Predicted: 3.0836063970457346 Movie Vector: [1.23300082203011, -0.679647074640056] User Vector: [1.8654710529320753, -0.18144738994962145] Predicted: 2.4234475295189575 Movie Vector: [2.2896024808077695, -0.25217528095711855] User Vector: [1.4595266321409688, -0.6918169213296589] Predicted: 3.5161949242621664 Movie Vector: [2.221198865605904, -0.2540533782584619] User Vector: [1.5047827196675962, 0.6755075166126103] Predicted: 3.1708067032746143 Movie Vector: [2.013862767906597, -0.4408262479873823] User Vector: [1.9423768845968552, -0.14702665952788735] Predicted: 3.9764936998058125 Movie Vector: [2.405242705338701, 0.17989673633733852] User Vector: [1.650363414122249, -0.4754054269823779] Predicted: 3.8840006782242247 Movie Vector: [1.649225910822823, 0.1135996602182023] User Vector: [1.696699229796065, -0.15286273312785434] Predicted: 2.7808751781094476 Movie Vector: [1.8479321230714585, 0.0777786228842779] User Vector: [0.8640931030886314, 0.17914981149212467] Predicted: 1.6107194281498147 Movie Vector: [1.3469925174190847, -0.09527630255315372] User Vector: [1.618784429545251, -0.5837468994699775] Predicted: 2.2361077601203414 Movie Vector: [1.5085970138518532, 0.09395686286761837] User Vector: [2.1089413593634445, -0.38741274349439714] Predicted: 3.1451425511106894 Movie Vector: [1.7318475846992203, -0.07890611551462932] User Vector: [2.050923848420285, -0.19116067900840383] Predicted: 3.5669712599083927 Movie Vector: [2.1583314744873205, 0.19238680564923466] User Vector: [1.9203317494432404, -0.45334398349083527] Predicted: 4.057495055436544 Movie Vector: [1.8829348932163448, 1.4949616572283706] User Vector: [2.0125490519689793, -0.7162063148474112] Predicted: 2.718797854900156 Movie Vector: [1.8599509700033119, -0.10698683231885889] User Vector: [1.5180227322199409, -0.10596237694891686] Predicted: 2.834784432334298 Movie Vector: [2.111729362603841, -0.22097239596900548] User Vector: [1.1859919163440464, 0.7430871929862852] Predicted: 2.340292196106459 Movie Vector: [0.4722545523989237, -2.5540023159282703] User Vector: [1.7092480107391856, 0.6258014638026347] Predicted: -0.7910982336128458 Movie Vector: [1.7443249827687568, 0.01088502301589124] User Vector: [2.071551628012744, -0.7461106146194949] Predicted: 3.6053378266253855 Movie Vector: [1.4888633239711169, 0.06276728421392369] User Vector: [0.8477341274426258, -0.07864574478571314] Predicted: 1.2572238710128016 Movie Vector: [1.0168905145975267, -0.16530666230070903] User Vector: [2.0694097615713014, -1.0425510954859294] Predicted: 2.2767037992301122 Movie Vector: [1.840201328593401, -0.3113515074929469] User Vector: [2.0659356469439, -0.5918263312100187] Predicted: 3.986003542690891 Movie Vector: [1.7218523029590678, 0.11135428844420459] User Vector: [1.8776040105633716, -0.4516009219675611] Predicted: 3.1826690903072783 Movie Vector: [1.7028877252153143, -0.3251848611445315] User Vector: [2.1994197707773875, 0.19310522666045293] Predicted: 3.6825700339348306 Movie Vector: [-1.1661317802778584, 0.21433721400894185] User Vector: [1.215880531301866, 0.03760901106884461] Predicted: -1.4098159179181056 Movie Vector: [1.925124216189098, -0.5724465153000582] User Vector: [1.4499710874998937, -0.681228750952932] Predicted: 3.181341477925304 Movie Vector: [2.2003073643548303, -0.1654735533762347] User Vector: [1.377336033251775, 1.5588712208142457] Predicted: 2.7726106569910676 Movie Vector: [1.8346958656911272, -0.8227329638126515] User Vector: [2.3877993110739637, -0.4583276783947179] Predicted: 4.757966813370581 Movie Vector: [1.5691978631660835, 0.08212193440704203] User Vector: [1.2956801300713898, 1.273767334233587] Predicted: 2.1377827289265414 Movie Vector: [2.3393482775225323, 0.16777508001982328] User Vector: [1.4684082359274877, -0.41027593884308927] Predicted: 3.366284198947261 Movie Vector: [1.7169843826094087, -0.7637175906865434] User Vector: [0.7298188775861244, 0.29974073435491994] Predicted: 1.0241703434767486 Movie Vector: [2.0015302092350318, 0.6850453028773301] User Vector: [1.6536280957943286, -0.42916689100167377] Predicted: 3.015787825740986 Movie Vector: [1.9338575259445991, -0.8454383100039484] User Vector: [1.7975617821734478, 0.32805391179949117] Predicted: 3.198879036024562 Movie Vector: [1.9837665331759635, -0.16329346424597405] User Vector: [1.802360335833433, -0.35971866390065016] Predicted: 3.6342018217324252 Movie Vector: [0.7308615879331662, -1.2526989970589208] User Vector: [2.0171190873815275, 0.23146120334335427] Predicted: 1.1842836419676914 Movie Vector: [1.6672330200703707, 1.070254545711212] User Vector: [1.8102305690246243, -0.699547927222206] Predicted: 2.269381829566208 Movie Vector: [1.9665409763408896, -1.0739156620058263] User Vector: [1.203199090800281, -1.2976082523151178] Predicted: 3.7596621400640684 Movie Vector: [1.7957967835827247, 0.6882090015938417] User Vector: [1.0894231996091965, 0.06085210642428815] Predicted: 1.9982616452257373 Movie Vector: [1.3733784940543388, -0.8132822798611856] User Vector: [1.9423684340605845, -0.884884116374977] Predicted: 3.387267606447202 Movie Vector: [1.6184606106850248, -0.2705339301386008] User Vector: [1.5946175595461645, -0.9620075331018128] Predicted: 2.841081387985123 Movie Vector: [2.1165299710713734, 0.22546073343094164] User Vector: [1.740770716288697, -0.11377311435578967] Predicted: 3.658742023981031 Movie Vector: [1.7003151395767993, -0.6594648561889837] User Vector: [1.8941670170198677, -0.11157400456002262] Predicted: 3.29425999079751 Movie Vector: [2.2129532595039985, -0.14524526787756536] User Vector: [2.2545844330982017, 0.00428017397874246] Predicted: 4.988668295035535 Movie Vector: [1.610423508707735, 0.2908355555048166] User Vector: [1.7271804095692247, -0.8055142791946402] Predicted: 2.5472197424930982 Movie Vector: [1.4818420884322319, -0.699606783849733] User Vector: [0.4744109117463504, 0.8397274530862946] Predicted: 0.11552303347322102 Movie Vector: [1.5849274949212186, -1.1041623103407154] User Vector: [1.5389486444369462, -0.9845210623923261] Predicted: 3.526193070670061 Movie Vector: [1.975872854020119, -0.41671736250724334] User Vector: [2.1540087526288074, -0.3736973925136952] Predicted: 4.411773613425139 Movie Vector: [2.0134350389102957, -0.1692147636834407] User Vector: [1.7517307568927643, -0.6961148994855645] Predicted: 3.6447890028777166 Movie Vector: [1.0876791599558133, 0.5221019437609494] User Vector: [1.3553371424694036, -0.6019846426316197] Predicted: 1.1598746125458241 Movie Vector: [0.5436994198235635, -0.8798194669018231] User Vector: [2.1329560876097045, -0.2554225471378436] Predicted: 1.3844127166000575 Movie Vector: [2.1686417343172972, 0.2490596564412268] User Vector: [1.6575124884113142, -0.4164864062929579] Predicted: 3.490820796257126 Movie Vector: [1.252228908755072, 0.3066902966630431] User Vector: [0.8486849735798456, -0.8196727772148029] Predicted: 0.8113621711320889 Movie Vector: [2.435197565449837, -0.5230334840488992] User Vector: [1.6467839307903995, -0.4070306357878575]
avg loss: 11.27115737731528: 58%|██████████████████████████▍ | 40299/70000 [01:05<00:59, 495.34it/s]
Predicted: 4.223134870633455 Movie Vector: [0.8883678022129432, 1.0082585713317749] User Vector: [1.1279160389834857, 0.9774619949916827] Predicted: 1.987538727233908 Movie Vector: [2.590312030356362, 0.10317800080256447] User Vector: [1.9751750617591055, -0.6054018113806412] Predicted: 5.053855575953976 Movie Vector: [2.0111055312354265, 0.6230613612404601] User Vector: [1.5976343355680824, -0.541010055667071] Predicted: 2.8759287874239035 Movie Vector: [-0.12999017200012408, -0.7719079549675151] User Vector: [0.8305004240005881, -0.07937228075754411] Predicted: -0.0466887980413491 Movie Vector: [2.4005317578422076, -0.19833008852709252] User Vector: [1.3078459740796875, -0.7220308926598209] Predicted: 3.2827262460048847 Movie Vector: [2.00327891295585, -0.5454109181670928] User Vector: [1.730759900337092, -0.1585106997215725] Predicted: 3.553648278009316 Movie Vector: [2.0283238977748614, -0.3890868919016757] User Vector: [1.5569807006592908, 0.09649724855183994] Predicted: 3.1205153490053887 Movie Vector: [2.060855833311642, -0.34740001258796493] User Vector: [2.1876297763029355, -0.16421244515140893] Predicted: 4.565436991132847 Movie Vector: [1.7375650425505713, -0.6356185484373872] User Vector: [1.4960590374475828, -0.37324296719230765] Predicted: 2.836740038082014 Movie Vector: [1.758019613827057, -1.4619313991961023] User Vector: [1.7745557364893194, 0.0022663112160136757] Predicted: 3.116390599050501 Movie Vector: [0.5034021039381479, -1.2680558431566002] User Vector: [0.733988219915375, -2.9396850772892256] Predicted: 4.09717605346808 Movie Vector: [0.3098668858996659, 0.33122836885535] User Vector: [1.5747027590785987, -0.795571296347314] Predicted: 0.22443245737604006 Movie Vector: [0.0021213589975427605, -1.0149575433824816] User Vector: [2.078598403504399, -0.07289465861808056] Predicted: 0.07839443706226376 Movie Vector: [1.68622374910421, 0.4268617311978556] User Vector: [1.336384549159323, -0.36300671733070317] Predicted: 2.0984896889321387 Movie Vector: [1.4033599892496267, 0.13290846447564672] User Vector: [0.5845568214636118, 0.5749490696729188] Predicted: 0.8967592526868995 Movie Vector: [2.1594438035595056, -0.23736811517705722] User Vector: [1.6332424639606216, 0.142442361438777] Predicted: 3.4930840436539317 Movie Vector: [2.1432623061822933, 0.22371356420807223] User Vector: [1.2510300031089208, -0.2558998832388206] Predicted: 2.624037174606681 Movie Vector: [1.8411034625291613, -0.4277493710056659] User Vector: [0.38912520240248955, 0.6614699827343351] Predicted: 0.4334763884468438 Movie Vector: [1.593293504346389, -1.3796511054259084] User Vector: [1.598907474263625, -0.04916406004877795] Predicted: 2.615358142588647 Movie Vector: [1.8005754540942303, 0.3957999854782503] User Vector: [2.055619310878959, 0.3689479867097826] Predicted: 3.8473272819127122 Movie Vector: [0.18049512739473056, -0.6502548909059387] User Vector: [0.7834846419478232, 0.005245363245619569] Predicted: 0.13800433715514485 Movie Vector: [0.5874852376954589, 0.359723720488705] User Vector: [1.4943486762711937, -0.5352570682924607] Predicted: 0.6853631232550358 Movie Vector: [2.2933564670120052, -0.142696905983898] User Vector: [1.8177683883519453, 0.23426336526461597] Predicted: 4.135362231548287 Movie Vector: [2.402460646972266, 0.5168475709636576] User Vector: [1.9115759082071762, -0.5677349817429101] Predicted: 4.29905344690309 Movie Vector: [1.8137088412897429, -0.3196098566205399] User Vector: [0.8515455178070321, 0.08636600544072827] Predicted: 1.5168522077914666 Movie Vector: [1.3610315928185224, -0.5414090784343234] User Vector: [1.892907664590707, 0.17005681415416787] Predicted: 2.4842368307635945 Movie Vector: [1.3076683483959437, 0.09070102547192832] User Vector: [2.0110582247975897, 0.2418495403493824] Predicted: 2.6517331886687456 Movie Vector: [1.2973999389462776, -0.620349682420219] User Vector: [2.082394591711038, -0.9447841150759423] Predicted: 3.287795141890988 Movie Vector: [1.9937417737305099, -0.9789259311403244] User Vector: [1.9409335504744034, -0.4475053233833081] Predicted: 4.30779486499915 Movie Vector: [1.921066186637123, -0.2918215477536159] User Vector: [1.0020271678949564, 0.5604391884375259] Predicted: 1.7614122789431408 Movie Vector: [2.3838924506250208, -0.1891439197569355] User Vector: [1.9758537415507544, -1.3307042492660557] Predicted: 4.961917435765437 Movie Vector: [0.3020509159424638, 0.44293899972881884] User Vector: [1.8008775829782797, -0.5798687980861796] Predicted: 0.2871102180405949 Movie Vector: [1.9048946840388494, 0.9830616141622515] User Vector: [1.6096138375837818, -0.4219873709430083] Predicted: 2.651305256533399 Movie Vector: [1.808209826264663, 1.01577527978391] User Vector: [1.8869347841206807, -0.3041580309340509] Predicted: 3.1030178091970466 Movie Vector: [2.1732171780125307, -0.4333728766617057] User Vector: [1.907135982203513, 0.215656661201716] Predicted: 4.051160929694228 Movie Vector: [1.5967002072362937, -0.959473253683089] User Vector: [-0.3134179037483157, 0.18793730501546163] Predicted: -0.6807552493981165 Movie Vector: [1.6441401276938752, -1.8070757040043985] User Vector: [1.5295904585543827, -0.19925554006383636] Predicted: 2.8749308971845697 Movie Vector: [1.6434628910523505, -0.06468224365677884] User Vector: [2.188389477336998, -0.4543024465760524] Predicted: 3.6259221987161077 Movie Vector: [0.9109967729655903, -0.21208305951554302] User Vector: [2.1173961989142245, -0.36597569787754813] Predicted: 2.006558350014672 Movie Vector: [2.449025793461041, 0.2908110223704055] User Vector: [1.5194490478192793, 1.7323035757247964] Predicted: 4.224942883871671 Movie Vector: [2.3458389906034545, -0.11623840807438084] User Vector: [1.6410807309357645, 0.04399856888385506] Predicted: 3.8445968417525225 Movie Vector: [1.5029053989441368, 0.3661347454697224] User Vector: [1.5770812553638218, -1.060152885628344] Predicted: 1.982045126321359 Movie Vector: [2.5023335183493685, -0.17551581828033447] User Vector: [1.4446950946541708, -0.15313091568899226] Predicted: 3.6419858571192156 Movie Vector: [1.8795183913187377, -0.37575522521908505] User Vector: [1.4460281091476217, -0.42411016584637673] Predicted: 2.8771980363921226 Movie Vector: [1.4442467945370088, 0.43055842240653736] User Vector: [1.1853388276927919, -0.7031163251556412] Predicted: 1.4091891466082758 Movie Vector: [1.2636945508149346, 0.45180083860128745] User Vector: [1.0087528222840294, 0.029936537165727774] Predicted: 1.2882807972358086 Movie Vector: [1.8123075062647658, -0.5712752519853563] User Vector: [1.8804573341034323, 0.5956963634428568] Predicted: 3.0676603516737027 Movie Vector: [2.612791518378606, 0.515795183702977] User Vector: [2.5068408546864167, -0.17041500483867533] Predicted: 6.461953284323137 Movie Vector: [0.13434591608689245, -0.651625044114724] User Vector: [1.9776602490245196, 0.07459222061639124] Predicted: 0.21708441881405977 Movie Vector: [1.697175357593626, -0.6189080192854743] User Vector: [1.8566324767319073, -0.8341133090962742] Predicted: 3.667270303609842 Movie Vector: [1.3441285637820444, -0.09979603544721226] User Vector: [2.090028748591273, -0.9626961779606933] Predicted: 2.9053406020078327 Movie Vector: [0.7814380907782414, -1.380375697040378] User Vector: [2.1422752013608, -0.8520956311221651] Predicted: 2.850267544028276 Movie Vector: [1.2641349003710345, -0.2247953842426684] User Vector: [2.346544420337819, -1.2305477302461887] Predicted: 3.242970146869591 Movie Vector: [0.8030136628600401, -1.7188559149330955] User Vector: [0.992359373018313, 0.0240754893982574] Predicted: 0.7554958376438246 Movie Vector: [0.8407674330265691, -2.419079882976499] User Vector: [1.9808117972436206, -0.33037601055564797] Predicted: 2.4646080110304633 Movie Vector: [0.4373330495902138, -1.0524382755746786] User Vector: [1.4003858514512961, -0.3033931065876149] Predicted: 0.9317375329364975 Movie Vector: [1.3411577378240516, -0.465065260428379] User Vector: [1.449356311569424, 0.12154151981174637] Predicted: 1.8872906935613492 Movie Vector: [1.95798911341506, 0.6960854984582254] User Vector: [2.32522057502697, -0.4302654856670975] Predicted: 4.2532550071315605 Movie Vector: [2.1756674043428506, 0.14140568499938336] User Vector: [1.9170554051404356, -1.2247967920218241] Predicted: 3.99768172792243 Movie Vector: [2.0721268758064686, -0.4857215246838981] User Vector: [-0.3665802265940465, -1.0853849545184562] Predicted: -0.2324059046870809 Movie Vector: [0.6211075571119982, -0.6812844727593504] User Vector: [1.8610810034526786, 0.2631627762497739] Predicted: 0.9766427623748253 Movie Vector: [2.2983650832216185, -0.13154267689220764] User Vector: [1.9846607114455754, 1.0136652748239652] Predicted: 4.428134637505266 Movie Vector: [1.2138241734171782, 1.0236256969387199] User Vector: [2.0938120466570767, 0.4019215322265589] Predicted: 2.9529368853645455 Movie Vector: [2.3148736760604653, -0.1624716359024162] User Vector: [2.0854717812678194, -0.36465121385892707] Predicted: 4.886849207873266 Movie Vector: [2.5048502522790272, -0.4742804416987008] User Vector: [2.034606365204997, 0.03016569538095617] Predicted: 5.082077267842823 Movie Vector: [1.5161082284697496, -0.8804811449031534] User Vector: [1.7270304065677549, -0.016586701747570244] Predicted: 2.632969288359698 Movie Vector: [1.3608674218378307, -0.21853652660129663] User Vector: [2.038902638400117, -0.49751662484062464] Predicted: 2.8834017320169885 Movie Vector: [0.08557095539994747, -1.5259779833145783] User Vector: [2.364778717156083, -0.5488085186557328] Predicted: 1.0398260906606445 Movie Vector: [2.103635667316133, -0.3506112420295942] User Vector: [1.3064579357151411, 1.492636476329868] Predicted: 2.2249763825538866 Movie Vector: [1.6374656753834844, -0.6901882393321362] User Vector: [2.130310684739178, 0.3588290964185897] Predicted: 3.2406510018848036 Movie Vector: [1.4670529062747542, -0.5692933958790706] User Vector: [0.9937337367777878, -0.04514720372251517] Predicted: 1.4835619715247599 Movie Vector: [1.1778870496977627, 0.023172837043891573] User Vector: [0.565298495412579, 0.5986354792724174] Predicted: 0.6797298593699787 Movie Vector: [1.6376790606743332, -0.9551535370097379] User Vector: [2.1255389730451206, -0.6481537504218153] Predicted: 4.100037016044744 Movie Vector: [2.1839574635862604, 0.5665003094459262] User Vector: [2.0014765000072883, 0.17667232763505436] Predicted: 4.471224468659213 Movie Vector: [1.308582743194124, -0.22550756698832503] User Vector: [2.0442043803984773, -0.10391884220021391] Predicted: 2.698445061020098 Movie Vector: [2.313286261912546, -0.523997326757479] User Vector: [1.9581822894006833, -0.3037255514610389] Predicted: 4.688987565424584 Movie Vector: [1.565023632694995, -0.5053474550817509] User Vector: [2.0972586218232, -0.36547848460244886] Predicted: 3.4669529291076255 Movie Vector: [2.585525191781118, 0.10464519264816127] User Vector: [0.7027612980339115, -1.4493828535077324] Predicted: 1.6653360919492182 Movie Vector: [2.6909814649249055, -0.11284901842613379] User Vector: [1.3915553013778534, -0.34582130466322714] Predicted: 3.783675118207885 Movie Vector: [1.7785882397224382, 0.42373659419280285] User Vector: [1.2926488537683238, 0.11626781751847862] Predicted: 2.348356978412541 Movie Vector: [1.4855217704621828, -0.6430981941241938] User Vector: [1.8052885364001856, -0.14696283561385176] Predicted: 2.776306956974925 Movie Vector: [1.912791081793496, -0.3285253180101472] User Vector: [1.9264256722857696, -0.7720297740249914] Predicted: 3.938481172711122 Movie Vector: [1.522066771304189, 0.020016469579941944] User Vector: [1.6075225477820039, -0.7280775639596406] Predicted: 2.4321831116904025 Movie Vector: [0.9679202498000182, 0.8041342883556896] User Vector: [1.2422364850104113, -1.0573721990235312] Predicted: 0.3521166080930961 Movie Vector: [2.221195709689615, -0.6903059504730256] User Vector: [2.005279501552837, -0.2765273898362685] Predicted: 4.645006728250441 Movie Vector: [1.5103120110375199, -0.4628079720205397] User Vector: [1.851344262152821, -0.5058625322105793] Predicted: 3.030224688348354 Movie Vector: [2.5365413707696245, 0.6363663185396143] User Vector: [2.2380917385185297, -0.4871894369055271] Predicted: 5.366981337935005 Movie Vector: [2.282283893665169, -0.14412387451904835] User Vector: [2.2814283581261323, 0.4736978248338614] Predicted: 5.1385960304359415 Movie Vector: [2.0295484958378838, 0.3636459083619516] User Vector: [1.4150783004138388, 0.2048666081100444] Predicted: 2.9464689398969446 Movie Vector: [2.2400850590092087, -0.7137437567890484] User Vector: [1.6901473661313877, 0.18357651205492745] Predicted: 3.6550472730223746 Movie Vector: [2.1799947808622844, -0.43969653996049474] User Vector: [1.9481661360212106, -0.13251748757542156] Predicted: 4.305259489550052 Movie Vector: [1.8153418868727986, -0.7004212564926431] User Vector: [1.75956974481338, -0.7433719675575192] Predicted: 3.714894188191856 Movie Vector: [2.162242006052789, -0.22811274912738058] User Vector: [2.2225725402904684, -0.08685000098543036] Predicted: 4.825551300602008 Movie Vector: [1.8400419070311715, -1.169038750051064] User Vector: [1.6956892354838635, -0.36037821054105823] Predicted: 3.5414353473885156 Movie Vector: [1.2814002095181587, -0.6843547019822567] User Vector: [1.6959245801969187, -1.1914735360590554] Predicted: 2.9885486290807672 Movie Vector: [1.2267753356607634, -0.5628704970820271] User Vector: [0.35097381792378823, 1.2148995727217637] Predicted: -0.2532651031110465 Movie Vector: [0.4618747664127323, 0.12218846462774718] User Vector: [1.2196113370614368, -0.3648998690529952] Predicted: 0.5187211466771198 Movie Vector: [2.1320323623457296, 0.2582585649717408] User Vector: [1.2237362783462822, -0.6916692886516761] Predicted: 2.4304158304885886 Movie Vector: [0.9996334668932826, -1.0162306751844028] User Vector: [1.9108613056199457, -0.4515337252590864] Predicted: 2.369023334177661 Movie Vector: [1.7102584061447714, -0.0753826379208384] User Vector: [-0.5415889121496722, 1.0509732867147439] Predicted: -1.00548212841567 Movie Vector: [1.923669180463359, -1.3458868384589002] User Vector: [2.1366404310599907, -1.0153988131720375] Predicted: 5.476801245397083 Movie Vector: [1.7037503819115616, -1.4321064688972538] User Vector: [1.6230528221745562, -0.6134744133479377] Predicted: 3.643837541501067 Movie Vector: [1.9613830670743617, 0.5468534453915237] User Vector: [2.046043003695453, -0.4986632689627977] Predicted: 3.740378375231721 Movie Vector: [2.252573915742119, -0.5145804859858519] User Vector: [1.4564144938567194, -0.4261866224235538] Predicted: 3.4999886186577878 Movie Vector: [0.145678190656777, -0.9529523625595016] User Vector: [1.8201204866511569, -0.10669117391666237] Predicted: 0.366823465520803 Movie Vector: [1.9795538195960805, -1.0879495595736741] User Vector: [1.6533021828218217, -0.6810285241504294] Predicted: 4.013725333858043 Movie Vector: [1.8778253036310766, -1.3241003846176185] User Vector: [0.9523136182425443, 0.5511074761450407] Predicted: 1.0585569881990216 Movie Vector: [1.3715653850678857, -0.22114695755500932] User Vector: [1.7113393803876649, -1.0288176752407745] Predicted: 2.574733755001559 Movie Vector: [1.3897121950665852, 0.46593402402742345] User Vector: [1.728375401706522, -0.4401769979999917] Predicted: 2.1968509334422146 Movie Vector: [0.35702789839738924, -0.7401569374354602] User Vector: [1.8202420762393463, -0.15343638225419248] Predicted: 0.7634442058346739 Movie Vector: [2.215409767302037, 0.01758962748054294] User Vector: [1.8541721195987821, -0.7848630823068663] Predicted: 4.093945574777255 Movie Vector: [2.131692533092556, 0.592783223012619] User Vector: [1.8583937117326816, 0.015529122209673979] Predicted: 3.9707294019607247 Movie Vector: [1.870300212414449, -0.786611179518535] User Vector: [1.7922025031894717, -0.34944401056139673] Predicted: 3.6268332877283638
avg loss: 11.257846413422214: 58%|█████████████████████████▉ | 40361/70000 [01:05<00:59, 495.49it/s]
Movie Vector: [1.623275405455194, -0.12146371976247843] User Vector: [1.991851539702451, -0.5907813452103158] Predicted: 3.3050821154725747 Movie Vector: [1.8746629903634648, 0.4323780760175848] User Vector: [2.575497234136707, 0.178538964702528] Predicted: 4.905385680671802 Movie Vector: [2.3485167944148113, -0.7728808403516464] User Vector: [1.771739347474556, -0.6139335327322476] Predicted: 4.635457077567688 Movie Vector: [2.4793791669242093, 0.08667662735465766] User Vector: [2.2056269078445596, 0.4962157205593908] Predicted: 5.511595710415714 Movie Vector: [2.088708180078708, -0.8952974915931463] User Vector: [1.7786019740578485, -0.4233373465586105] Predicted: 4.093993356790389 Movie Vector: [1.4853905769155786, -1.0603343079966325] User Vector: [1.8661095476374117, -0.498116845417025] Predicted: 3.300071918139531 Movie Vector: [1.81234154142331, -0.76779926714417] User Vector: [2.056003380559376, -0.3519725764304709] Predicted: 3.9964246221326767 Movie Vector: [0.08002734289666594, -1.2352159798590197] User Vector: [2.0978008435542623, -0.3620954669141752] Predicted: 0.6151475344029342 Movie Vector: [2.065565975730506, -0.431912903091983] User Vector: [2.079259078864923, 0.030190730403634826] Predicted: 4.281807042017037 Movie Vector: [1.4967913265512143, -0.37667545318520385] User Vector: [1.7971828402696048, -0.35457685100252034] Predicted: 2.823568083582578 Movie Vector: [2.0391982324534164, -0.4322957613113952] User Vector: [2.171723805464333, -0.45483264557366776] Predicted: 4.62519757026742 Movie Vector: [2.089531297867508, 1.421440145048992] User Vector: [1.944602649994208, 0.016920272212662894] Predicted: 4.087359253267229 Movie Vector: [-0.12537694079559583, -2.7119366052897464] User Vector: [1.6084643868484692, -0.4609210687753461] Predicted: 1.0483243743594088 Movie Vector: [1.7844328712185422, -0.4380704298607254] User Vector: [1.6323334380355243, 0.19373666574074117] Predicted: 2.8279191391789347 Movie Vector: [2.2299197965739648, -0.3096080179456793] User Vector: [1.7910551999907247, -0.5032007720986439] Predicted: 4.149704440894255 Movie Vector: [2.093866042191127, 0.012418881603223844] User Vector: [2.18102511123204, -0.745427472775949] Predicted: 4.557517042046698 Movie Vector: [0.44975904973226116, -0.6154019181058267] User Vector: [2.0562949718219614, -0.3520961091932542] Predicted: 1.1415178934509993 Movie Vector: [1.6429311287715016, -0.7702849406729638] User Vector: [1.7235836769156847, -0.9502147504984761] Predicted: 3.563665388561515 Movie Vector: [1.7221853417700967, -0.6062322983019455] User Vector: [1.6030950688127044, -0.5770608472244995] Predicted: 3.11065975264614 Movie Vector: [1.9492818079093714, -0.8426272624313127] User Vector: [1.5988903360141429, -0.6288323320770424] Predicted: 3.6465591113408475 Movie Vector: [1.7487362783219134, -0.5163269543883674] User Vector: [0.5053430216430418, -0.33291859554222303] Predicted: 1.0556065194395718 Movie Vector: [1.425314200242044, 0.49483796249480483] User Vector: [2.313977918612125, -0.3375761517294576] Predicted: 3.1311000913357487 Movie Vector: [1.8478006467615888, -1.0422600106889173] User Vector: [2.3349507933168807, -0.20434808566704338] Predicted: 4.527507423999009 Movie Vector: [1.2042024742172215, 0.07342178227660164] User Vector: [1.9323442321231334, 0.7403284169480966] Predicted: 2.3812899372043987 Movie Vector: [1.8890930959486176, 0.2357452195434262] User Vector: [2.0042608274471907, -1.135198944102538] Predicted: 3.518617567307833 Movie Vector: [2.2182932250904965, -0.14035223446763173] User Vector: [1.6981838137403082, -0.13512858016262297] Predicted: 3.78603524714473 Movie Vector: [2.2984514792939064, -0.32886214012911197] User Vector: [0.6500913362697008, -1.112491672857899] Predicted: 1.8600597859371106 Movie Vector: [-0.8861203606522611, -0.9195799678362114] User Vector: [2.0729929415309627, -0.5651422758627799] Predicted: -1.3172277371182297 Movie Vector: [2.300772155959027, 0.2666655014810046] User Vector: [1.0847159755724523, -0.7618651211890735] Predicted: 2.2925211691182596 Movie Vector: [0.389117568297582, 0.34583141513807186] User Vector: [1.5447435012774766, -0.16591321101035342] Predicted: 0.5437088343067724 Movie Vector: [0.052355086866027814, 0.4220509693402729] User Vector: [0.4318247364036831, -0.17757148455322208] Predicted: -0.052335995597564286 Movie Vector: [2.1111312988028454, -0.5409093936298874] User Vector: [1.8504933615052934, -0.3053750175275861] Predicted: 4.071814669261276 Movie Vector: [2.083470269335434, -0.21987974931024065] User Vector: [1.1172785186747343, 0.1799064062049251] Predicted: 2.288258800730298 Movie Vector: [1.3714969969616848, 1.40477158012269] User Vector: [1.687452605079775, -0.8497326494443252] Predicted: 1.1206559037403383 Movie Vector: [1.9410017720967203, 0.06466460126384924] User Vector: [1.8923195010921359, -0.6394845496885172] Predicted: 3.6316434915730174 Movie Vector: [0.2897335769182679, -1.9195407821804247] User Vector: [1.1096015257393355, -0.22688209327383588] Predicted: 0.7569982497920162 Movie Vector: [2.1454794170456832, 0.2505987376223149] User Vector: [2.0903970873442668, 0.24735255355727043] Predicted: 4.546890162018479 Movie Vector: [0.9786316951317844, -0.10154076344594237] User Vector: [1.6061917176694511, -0.9639422125524377] Predicted: 1.6697495515498328 Movie Vector: [1.9785326739968447, -1.0875289290999375] User Vector: [1.3871067550240885, -0.2510567501007521] Predicted: 3.0174675157172777 Movie Vector: [1.629864259101618, -0.2774135707244786] User Vector: [0.3958591093927576, -0.3483362572719024] Predicted: 0.7418298189816522 Movie Vector: [-0.6879178804568399, -0.7524391666035982] User Vector: [1.501419640496556, -0.9583759473454913] Predicted: -0.31173381765308605 Movie Vector: [2.2532294425859005, -0.694723391801111] User Vector: [1.7025651016601588, -0.2967373635753775] Predicted: 4.042420202677133 Movie Vector: [1.3685255159134966, -1.1203675496260348] User Vector: [1.9679141645804996, -0.5549714609088422] Predicted: 3.3149127631268263 Movie Vector: [-0.45877000048179545, 0.3096246298987083] User Vector: [1.856175152907117, -0.22792948516977485] Predicted: -0.9221300582821895 Movie Vector: [0.8612875648997197, -0.9146893124601209] User Vector: [1.8423594463664608, -0.052632452048141105] Predicted: 1.6349436226079692 Movie Vector: [0.3939753895041545, -0.9744013091442913] User Vector: [1.8473667433899073, 1.178256786534596] Predicted: -0.42027792302339606 Movie Vector: [2.133619334552549, 0.27928168665391206] User Vector: [1.845696566770953, 0.007482194450944951] Predicted: 3.9401035204658976 Movie Vector: [1.417315027780401, 0.1979231919533399] User Vector: [2.1341432897415284, 0.2524622474603794] Predicted: 3.074721489852443 Movie Vector: [1.9547838788181295, -0.32440659690718543] User Vector: [1.2983861607301483, 0.16909140108314735] Predicted: 2.483209969484207 Movie Vector: [1.7929526337747381, -0.5454565679912009] User Vector: [-0.5887276619623099, 0.2735961077590076] Predicted: -1.2047956060453462 Movie Vector: [2.0380426577399047, -0.548594736736953] User Vector: [1.8110658185708206, 0.07516004450071723] Predicted: 3.6497969893959628 Movie Vector: [1.4323807999547586, 0.16145229033382824] User Vector: [0.8708135973050155, -0.05570801238995515] Predicted: 1.2383424909289356 Movie Vector: [1.769221456177807, -1.0906722993981515] User Vector: [2.0224691045883154, 0.17046292509081185] Predicted: 3.392276543823434 Movie Vector: [0.9627878317325185, -1.1664245497947525] User Vector: [1.599461290409782, -0.7691059710052014] Predicted: 2.437045953707928 Movie Vector: [2.1169439171339195, -0.9592242866356813] User Vector: [1.093845003536495, -0.08399562069170262] Predicted: 2.3961791658624336 Movie Vector: [1.9764630967449548, 0.1728552558155601] User Vector: [1.616733811365478, -1.0017040384548006] Predicted: 3.022264907605102 Movie Vector: [1.9815669141501875, 0.8251184064739407] User Vector: [1.938210952258599, -0.5060261187823397] Predicted: 3.4231632308752915 Movie Vector: [2.48812390562668, 0.15602189030369998] User Vector: [1.5093740907146218, -0.697307086970279] Predicted: 3.646714587809315 Movie Vector: [-0.7674393410368013, -0.7148999292057931] User Vector: [2.1593092918003998, 0.09394256907951437] Predicted: -1.724298435978296 Movie Vector: [2.0361247203922828, 0.6816270615920549] User Vector: [1.8056711145055786, -0.815529256709191] Predicted: 3.1206847822500543 Movie Vector: [2.326594830109853, -0.7075101285022894] User Vector: [1.7732734393237055, -0.11031080204548188] Predicted: 4.203734826032041 Movie Vector: [1.8560334746043807, 0.5838365350099104] User Vector: [-0.05673603276998174, 0.9957366596665469] Predicted: 0.47604346512472195 Movie Vector: [1.998660425192908, -0.833611821031396] User Vector: [2.1431690934283276, 0.53612266782875] Predicted: 3.8365490581068262 Movie Vector: [1.7170856016806981, 0.2221575349085283] User Vector: [1.72660570751798, 0.18894280508908085] Predicted: 3.0067048679761306 Movie Vector: [1.8705423947512687, -0.31384564685743205] User Vector: [1.684233186078584, -0.9224007992577313] Predicted: 3.4399210527118487 Movie Vector: [1.9747119028646931, -0.852628740053324] User Vector: [1.0490099956998256, -0.4059086791518516] Predicted: 2.417581930414438 Movie Vector: [1.4378460842508987, -0.6447345175532837] User Vector: [1.781187785667785, -1.0104288693502392] Predicted: 3.21253225254039 Movie Vector: [1.9003957766272586, -0.7924792187830245] User Vector: [1.6926464263613266, -0.09366666882492819] Predicted: 3.2909270085166744 Movie Vector: [1.7365288894954332, -1.0465587085105303] User Vector: [2.117127340307754, -0.3659131067054063] Predicted: 4.0594023375657295 Movie Vector: [1.5647698101028769, -0.5528211961144072] User Vector: [1.2783830130577987, -0.6850497890904874] Predicted: 2.3790851883841206 Movie Vector: [2.2184934987512857, -0.0730067429459321] User Vector: [2.1428492394962553, 0.623324007058865] Predicted: 4.708390251071204 Movie Vector: [1.9654164761618738, 0.16207856068084486] User Vector: [1.6661588036402852, 0.18184381396295196] Predicted: 3.3041689482126033 Movie Vector: [1.5438138127552343, 0.8405841948498103] User Vector: [1.5336988706516699, -0.13589154649119384] Predicted: 2.2535172149249556 Movie Vector:
avg loss: 11.235478269250828: 58%|██████████████████████████ | 40486/70000 [01:05<01:00, 491.82it/s]
[0.8315336304053031, -0.5716189138469256] User Vector: [1.6941482111813224, 0.1975007169006768] Predicted: 1.2958460672095011 Movie Vector: [2.182899591392382, -0.3044300782251229] User Vector: [1.8470314502346685, -0.1348395546487213] Predicted: 4.072933414175687 Movie Vector: [1.6434888875252451, 0.13785119067438625] User Vector: [1.349977534701656, -0.782999696503132] Predicted: 2.110735636230258 Movie Vector: [1.9736102842592582, -0.7153280217770774] User Vector: [2.06196181191581, -0.10697897362733409] Predicted: 4.146034095323479 Movie Vector: [2.3085662808409673, -0.144731625214209] User Vector: [0.01933715177213776, 0.8679738882295874] Predicted: -0.08098217493830298 Movie Vector: [1.0824365404405012, -0.9504449473230586] User Vector: [-0.2121226833542843, -0.001967503864319719] Predicted: -0.22773933941228613 Movie Vector: [1.4630580564544688, -1.1156954892846151] User Vector: [0.9214966149634904, -1.0134637449985575] Predicted: 2.4789199753662405 Movie Vector: [2.124133414972067, 0.05622651478684641] User Vector: [2.1023258565113405, 0.14889348932925872] Predicted: 4.473992362954946 Movie Vector: [1.6926836047514808, -0.3547655091611584] User Vector: [1.8496871206747705, -0.5220966288528892] Predicted: 3.316156939452477 Movie Vector: [0.6880377976753964, 0.6633294725882489] User Vector: [1.5555403510782873, -0.4977887277927232] Predicted: 0.7400726230839952 Movie Vector: [1.7145503060391307, 1.0308724074057853] User Vector: [1.817128014141427, -0.24867079160870592] Predicted: 2.8592095351612925 Movie Vector: [1.8445143559818085, 0.4348888399753808] User Vector: [2.502975004251103, 0.4033098498597758] Predicted: 4.792168280760951 Movie Vector: [1.614926950221076, -0.48315289764821584] User Vector: [1.8829507867364075, -0.1740169552147685] Predicted: 3.124904767592537 Movie Vector: [2.1684037881384923, -0.6534932667850655] User Vector: [1.7873231354803454, -0.434023205550623] Predicted: 4.159269500058951 Movie Vector: [1.99819168369926, -0.9511490200719508] User Vector: [1.6503593587856114, -0.6364272285836979] Predicted: 3.9030714806551434 Movie Vector: [1.9945067669781764, 0.01807790237292725] User Vector: [2.012533918990885, -0.2710560947113916] Predicted: 4.00911239458265 Movie Vector: [2.4607202088038713, -0.2966507601514408] User Vector: [2.0287748525352676, 0.5559279785229959] Predicted: 4.827330821328326 Movie Vector: [2.0220068437767993, -0.23536489490002666] User Vector: [1.897461088084173, -0.19908073894687367] Predicted: 3.8835359231052204 Movie Vector: [2.238261771684984, -0.5530863215880835] User Vector: [2.3646253591078374, -0.5460737004677992] Predicted: 5.594676439955678 Movie Vector: [2.0541583158768613, 0.7122150241428722] User Vector: [1.699362498058226, -0.5094936153743216] Predicted: 3.1278905995011197 Movie Vector: [1.8796423331172871, -0.21706978813150551] User Vector: [1.6030510080169509, 1.1286491576818305] Predicted: 2.768166903282203 Movie Vector: [2.297852900556707, -0.7553250619677586] User Vector: [0.9806281721927516, -0.35702760240882775] Predicted: 2.523011185754384 Movie Vector: [1.5872293419961316, -0.06542666746324592] User Vector: [0.6188164450247351, -0.03373304256760001] Predicted: 0.9844106594115896 Movie Vector: [0.6763367473822345, 0.057507253707522354] User Vector: [1.9004772706671673, -0.521738308465558] Predicted: 1.255358878443036 Movie Vector: [2.3508826399952767, -0.5433483012753526] User Vector: [2.583478882462842, 0.1803798767834958] Predicted: 5.975446555941723 Movie Vector: [2.1088997867803516, 1.069002439971783] User Vector: [1.5638835891001104, 0.8673511654506483] Predicted: 4.225274279781626 Movie Vector: [1.7604706647378188, -0.6630082569442064] User Vector: [1.9912380210743692, 0.18971595729314575] Predicted: 3.3797328764525836 Movie Vector: [0.9951331556729786, 0.043483068749775984] User Vector: [0.751455601913332, -0.2739783409312678] Predicted: 0.7358849654454878 Movie Vector: [1.3427520018876185, 0.4870281845890766] User Vector: [1.7278978342493563, -0.9046148299802148] Predicted: 1.8795653575979832 Movie Vector: [1.3152450958399555, -1.0260323930336646] User Vector: [1.9110931514757195, -0.5154837730872855] Predicted: 3.0424589444425356 Movie Vector: [0.6987683727272365, -0.8983890507590516] User Vector: [1.8062396405174808, 0.08233489273785015] Predicted: 1.1881743682287231 Movie Vector: [1.6199208906755822, 0.4664476407337563] User Vector: [1.9116824692632284, 0.7390686425441809] Predicted: 3.441511192952818 Movie Vector: [1.7308695854131964, -1.0455805842857395] User Vector: [1.6942457246628837, -0.7082786861533702] Predicted: 3.6730808375407022 Movie Vector: [2.0406407364111447, -0.10371674362014173] User Vector: [2.1552778819598304, 0.8949291708274756] Predicted: 4.3053287048442614 Movie Vector: [1.042080566846564, -0.950819261530002] User Vector: [-1.0741925935691081, -0.20683991319436104] Predicted: -0.9227278532904848 Movie Vector: [1.65541211559048, -0.4019885742032616] User Vector: [0.18194508857144626, 0.09662870168215856] Predicted: 0.2623504699770319 Movie Vector: [2.137587438288143, -0.015301926303231475] User Vector: [0.41664897712394516, 0.6262161669729407] Predicted: 0.8810413060388369 Movie Vector: [1.6414259503537902, -0.5938619624402187] User Vector: [2.1213659509074967, -0.3475943062573542] Predicted: 3.6884881588635485 Movie Vector: [2.1645740602661157, -0.17019985987535277] User Vector: [1.615606362305793, -1.6141063764025376] Predicted: 3.7718203025356445 Movie Vector: [2.1978106508169604, -0.7878198824189561] User Vector: [1.6194238593846229, -0.48158677173272313] Predicted: 3.9385906402236306 Movie Vector: [2.1555938153380634, -0.6503825671317741] User Vector: [1.7534544226910815, -0.8434815984573029] Predicted: 4.328321236363142 Movie Vector: [1.6061850677753922, 0.36179201667298394] User Vector: [1.7264286819463208, 0.27930343680295994] Predicted: 2.8740137231859704 Movie Vector: [0.6119552459230823, -0.8635980161202363] User Vector: [1.4318938735744255, -0.16002039291639475] Predicted: 1.0144482614003716 Movie Vector: [1.6373408879914795, -0.6267016508400715] User Vector: [1.885733587263027, -1.119799213831796] Predicted: 3.7893687222024033 Movie Vector: [1.9446588317597844, 0.8347543306038456] User Vector: [1.652206104337186, -0.42965358291566663] Predicted: 2.8543220036884254 Movie Vector: [1.4049647353457757, -0.5374621715704954] User Vector: [1.619479378501307, -0.6893202921654821] Predicted: 2.6457949975488986 Movie Vector: [1.8685596484602973, -1.0462915904422423] User Vector: [2.03940553792562, -0.8799148286840331] Predicted: 4.73139838057181 Movie Vector: [2.4764840187412367, -0.2923311369160932] User Vector: [1.8317671539217792, 0.04951480609595123] Predicted: 4.521867363182196 Movie Vector: [2.26213488909493, 0.08616205580923739] User Vector: [1.4804492048577391, -0.4960648876815824] Predicted: 3.3062338273041156 Movie Vector: [0.1470100014905561, 0.34085816153481296] User Vector: [1.8186084191866103, -0.8631397655934945] Predicted: -0.026854607232426497 Movie Vector: [-0.48617198572891196, 0.11623739509986242] User Vector: [0.8243777574406281, -0.1157299141888018] Predicted: -0.4142415150860944 Movie Vector: [1.4939985554605517, -1.3744085136876751] User Vector: [2.0689577893354607, -0.49227439486267716] Predicted: 3.7676060679457466 Movie Vector: [1.254076938157469, -0.6204775679086172] User Vector: [1.8596182639485554, 0.016797735917333252] Predicted: 2.3216817602659545 Movie Vector: [1.806123873982633, -0.6617794868245981] User Vector: [1.908580175145353, -0.5135233817305429] Predicted: 3.786971459774048 Movie Vector: [1.9002831201091177, 0.9557785362184341] User Vector: [1.8491245479659195, -0.24777307644469818] Predicted: 3.2770439771603876 Movie Vector: [1.6136707517815887, -0.1190118694628033] User Vector: [1.2483438509897324, 1.1141422904498977] Predicted: 1.8818198036745133 Movie Vector: [0.48857791314997434, 0.04800594300291227] User Vector: [1.8510705227263557, -0.9362667132608449] Predicted: 0.859445806614751 Movie Vector: [1.3086650975955931, -0.21234703392178592] User Vector: [1.946545456103523, -0.19304317109127972] Predicted: 2.5883682440860643 Movie Vector: [1.953721483972772, -0.835586780291714] User Vector: [1.3249987437893573, -0.70886864549541] Predicted: 3.18099978111746 Movie Vector: [1.005051796925405, 0.5381516800046038] User Vector: [2.067989754570361, 0.37166724039186694] Predicted: 2.2784501686738268 Movie Vector: [2.089178370808613, -0.868365722491555] User Vector: [1.7537113591826392, 0.03227908988885054] Predicted: 3.635785785033043 Movie Vector: [1.6420631490032873, -0.5773909766991394] User Vector: [1.5812588818495672, -1.1302342688596247] Predicted: 3.249114007315014 Movie Vector: [1.5259321815830011, -1.504401580099081] User Vector: [1.732342576969218, -0.28589711600724504] Predicted: 3.0735413607908266 Movie Vector: [2.134140366382624, 0.5928036776138536] User Vector: [2.022589304893872, -0.4232171746322595] Predicted: 4.065604782636438 Movie Vector: [1.2369721871238186, -0.7993490435338838] User Vector: [1.537200624305612, -0.6936767154237351] Predicted: 2.455964237291101 Movie Vector: [1.7061391372324073, -0.6711888821358343] User Vector: [1.9448812648605616, -0.5498817874420572] Predicted: 3.68731258546876 Movie Vector: [2.081185225431601, -0.8935069011715462] User Vector: [1.9823001967408957, -0.1493611096979226] Predicted: 4.258989064109042 Movie Vector: [2.194448669807917, 0.21432634584429253] User Vector: [1.9999170919882316, 0.6362854540047035] Predicted: 4.525088138510397 Movie Vector: [2.1361318634719684, 0.67233290405046] User Vector: [2.0655922487327096, -0.9367501019566052] Predicted: 3.7825695030406075 Movie Vector: [2.432930205321201, 0.173842485538709] User Vector: [1.6868164709271398, -0.37206277359010487] Predicted: 4.03922642561462 Movie Vector: [2.1208921102708747, -0.246549626654958] User Vector: [1.5845775846909709, -0.061648648837432506] Predicted: 3.37591754883781 Movie Vector: [1.1705628104652617, -1.1654808369519694] User Vector: [1.2568107223357639, -0.9981119746816962] Predicted: 2.6344562709840336 Movie Vector: [1.7837300559155151, 0.2944854533167998] User Vector: [2.011091761886702, -0.3991702305069052] Predicted: 3.4696949946000015 Movie Vector: [1.3272794446444764, 0.29128940015600024] User Vector: [1.8062880537508368, -0.3772509536269672] Predicted: 2.2875598008600844 Movie Vector: [1.0008913092173357, 0.0959359325779325] User Vector: [1.7677577767125516, -0.25811099217415856] Predicted: 1.7445712767701091 Movie Vector: [1.5842278646889199, 0.09943722145001711] User Vector: [1.7052917840307074, -0.16346334451031047] Predicted: 2.6853164208994937 Movie Vector: [1.8741697795556649, -0.19678502048243512] User Vector: [2.004270525837122, 0.059385340061420246] Predicted: 3.7446571042177323 Movie Vector: [-1.0408378230894524, -0.9406726804007628] User Vector: [1.9201187663535912, -0.9294822763086105] Predicted: -1.1241936526044536 Movie Vector: [0.8571073885553148, 0.42144050786246695] User Vector: [1.1775520705890676, -1.2921419177011495] Predicted: 0.46472763408414497 Movie Vector: [1.9852526386331777, 0.1364694924805037] User Vector: [2.1306466655199188, 0.17496042528721847] Predicted: 4.25374867516152 Movie Vector: [2.066948114644789, 0.21396021159214057] User Vector: [1.3294576878024522, 0.2899105640996152] Predicted: 2.8099493869408496 Movie Vector: [1.4101390413028374, 0.1970742959665618] User Vector: [1.9830589340200062, 0.09951858420162321] Predicted: 2.816001378983122 Movie Vector: [2.1603143217448784, 0.38257740579388877] User Vector: [1.7853859439773199, -0.07091005724048796] Predicted: 3.829866238872441 Movie Vector: [1.3974571186497389, -0.7296798387950452] User Vector: [2.055051133098998, -0.3640796262704098] Predicted: 3.1375073981439594 Movie Vector: [1.6985008365230203, -0.5437911347941621] User Vector: [1.5944563791695474, 0.015392796223648577] Predicted: 2.6998150276928294 Movie Vector: [1.6186146116854245, -0.03142676886225968] User Vector: [0.5126784158135713, 0.5774249470207962] Predicted: 0.8116821745862572 Movie Vector: [1.6738943806669497, -0.4153236683039372] User Vector: [1.6800060406457242, -0.8573598787490053] Predicted: 3.1682345208220646 Movie Vector: [2.3064386547330518, 0.3376763306453012] User Vector: [1.6421774193064518, -0.408342777861484] Predicted: 3.649693786944392 Movie Vector: [2.225629851946155, -0.22639943166894855] User Vector: [1.8164611393052408, -0.43710854746715] Predicted: 4.14173126326207 Movie Vector: [2.4186620940787193, -0.5189464612771822] User Vector: [1.49558663663327, -0.8852384824713776] Predicted: 4.076710084300478 Movie Vector: [1.9964231632758214, -0.6172899431055195] User Vector: [1.9085679541933955, -0.35480424809849526] Predicted: 4.029326366559959 Movie Vector: [2.04143557020835, -0.18034180872354827] User Vector: [1.5934793287238156, -0.39268899722412026] Predicted: 3.323803626073756 Movie Vector: [1.825931614941168, -0.28037329981862547] User Vector: [2.288538523568037, -0.5024897882527651] Predicted: 4.319599562251252 Movie Vector: [0.9947847722068258, -1.634372085150986] User Vector: [1.9340241605325148, -0.14998058267761746] Predicted: 2.169061861620813 Movie Vector: [1.7904719655984107, -0.8716024211316538] User Vector: [1.620735427697768, -0.9654512372723175] Predicted: 3.743370982836106 Movie Vector: [2.2144009834614944, -0.14952237175309294] User Vector: [2.480286665605546, 0.20423020209550807] Predicted: 5.461812247382418 Movie Vector: [1.930151558826795, 0.9764400991496812] User Vector: [1.8930144513440346, -0.5792615668413785] Predicted: 3.0881905723831427 Movie Vector: [2.2371889655120625, 0.2279244237672984] User Vector: [1.9641687637106355, -0.21362768773451793] Predicted: 4.345525716949274 Movie Vector: [2.249915580546304, 0.5407922000491882] User Vector: [1.9627797781093639, 0.16930867032650107] Predicted: 4.507649612262746 Movie Vector: [1.931124022560438, -0.9252857524878659] User Vector: [-0.45871854044417215, 0.8703118339303417] Predicted: -1.6911295332029335 Movie Vector: [2.0578706403836833, 0.08616623731335535] User Vector: [1.9616219599181668, -0.0902109555190029] Predicted: 4.028991100245979 Movie Vector: [2.196700053509868, -0.23411883141277537] User Vector: [2.409129845135629, -0.12662130570913635] Predicted: 5.321780091846239 Movie Vector: [2.4286016500068257, 0.07525284482110145] User Vector: [2.2279305033323755, -0.17100596891519101] Predicted: 5.397887010851288 Movie Vector: [1.927488381671705, -0.2857841944386548] User Vector: [1.9416547875515349, -0.01673879093315367] Predicted: 3.7473007261055344 Movie Vector: [0.9492537690858729, 0.21628625338822555] User Vector: [2.1526048244383458, 0.15022439025746256] Predicted: 2.075859713486851 Movie Vector: [2.339631226360013, 0.11438972156451227] User Vector: [1.8176226306413872, -0.4624991477975736] Predicted: 4.1996615156468335 Movie Vector: [1.8370860267114297, -0.25870493248257875] User Vector: [2.112375786279273, -0.7992796417030172] Predicted: 4.0873936258787005 Movie Vector: [0.9367836099727629, 0.47242268589984243] User Vector: [2.2868460702342173, -0.5156972184472938]
avg loss: 11.217386230729804: 58%|██████████████████████████ | 40610/70000 [01:05<00:58, 502.99it/s]
Predicted: 1.8986528520760884 Movie Vector: [2.376880047463589, -0.5073594938220695] User Vector: [2.1251334412350626, -0.7991845240116139] Predicted: 5.45666113024222 Movie Vector: [0.9162472996700486, -1.2602094965351605] User Vector: [2.2949402622147455, -0.772951946968538] Predicted: 3.076814202093427 Movie Vector: [2.074230946272027, 0.15989330921535658] User Vector: [1.891640046519107, -0.18033299244841677] Predicted: 3.894864284774103 Movie Vector: [2.060994299669478, -0.06756861544943019] User Vector: [1.7514716893241236, 0.09120142887557366] Predicted: 3.6036108134533578 Movie Vector: [1.4128338208668294, -0.8987046575191261] User Vector: [1.4925679902949165, -0.32288644319398146] Predicted: 2.3989300869801076 Movie Vector: [2.068575215957889, -0.5138998326803899] User Vector: [2.112485415919864, -0.36311554518956796] Predicted: 4.5564399933608914 Movie Vector: [1.9286187836535873, 0.5987169969352814] User Vector: [2.267194161166588, 0.4745966996943339] Predicted: 4.656702356212008 Movie Vector: [2.254325638380949, 0.3788435644547625] User Vector: [1.8350149541109109, -0.3624066242291382] Predicted: 3.9994258405596828 Movie Vector: [1.6681281398123076, 0.0755765171723865] User Vector: [1.9256184711684359, -0.06823691397716412] Predicted: 3.207021249997437 Movie Vector: [2.5256084757710195, -0.17798285478913695] User Vector: [2.1099904772556157, -0.5502415403878567] Predicted: 5.426943393334724 Movie Vector: [0.4779381081309744, -0.5684253121965981] User Vector: [-0.6796642128759759, -0.16612687681730837] Predicted: -0.23040670624714749 Movie Vector: [0.9409847566538037, -0.31880212737199715] User Vector: [0.599498703745135, -0.023040723833464845] Predicted: 0.5714645736321858 Movie Vector: [1.7904119717484595, -1.8261301346333494] User Vector: [1.8254337582662594, -0.25968874735783015] Predicted: 3.7425039016090142 Movie Vector: [1.9196228377769915, -0.15552562751767807] User Vector: [2.145850858386556, 0.413357712419159] Predicted: 4.054936596608932 Movie Vector: [2.3903076361244264, -0.4860542204928596] User Vector: [1.758803949205924, 0.6710804740942976] Predicted: 3.8779010135088354 Movie Vector: [2.0919189956530113, 0.5956953389224305] User Vector: [0.47521795344579043, 0.11250184315984885] Predicted: 1.0611342874791017 Movie Vector: [1.902345801706652, 1.4697778163503659] User Vector: [1.8460519676553468, -0.4837989006818884] Predicted: 2.80075231860452 Movie Vector: [2.0182167228962045, -0.1746198732686286] User Vector: [2.3183288943873936, -0.45312170559021075] Predicted: 4.758014198631534 Movie Vector: [1.5563464682888801, 0.08215926862585228] User Vector: [1.900841688556471, -0.743793902326615] Predicted: 2.8972586857376115 Movie Vector: [0.6318344338548657, -1.521568351198119] User Vector: [2.1562730911177495, -0.7437704323268782] Predicted: 2.4941051381483845 Movie Vector: [1.6491930638457621, -0.727233715064938] User Vector: [1.567483694132834, -0.7132460664193665] Predicted: 3.1037798226928115 Movie Vector: [1.4164338360836823, -0.3306928478083959] User Vector: [1.3291890569009293, 0.4823138239431402] Predicted: 1.723210622769521 Movie Vector: [2.2207239911801238, 0.20786867152191235] User Vector: [2.044349339393299, -0.7572636009027104] Predicted: 4.382524245632391 Movie Vector: [1.8803716211164516, -0.3990320803404869] User Vector: [1.8553478857813284, -0.7353333844830157] Predicted: 3.7821651218756864 Movie Vector: [2.3716180536849105, -0.6488882617279467] User Vector: [1.9202525467383058, -0.4516434241636001] Predicted: 4.847171723905369 Movie Vector: [1.3460879195483997, 0.8821887617279166] User Vector: [1.4765666777564608, 0.5226280711533757] Predicted: 2.4486451782707324 Movie Vector: [1.5332639333330815, -0.04126248005177408] User Vector: [1.5954930099263023, -0.34110972506056186] Predicted: 2.460386921230817 Movie Vector: [1.6993265187022937, -0.6289768038541992] User Vector: [1.7272927161593523, -0.280918507735309] Predicted: 3.111925543269747 Movie Vector: [1.7358919717893038, -0.4348489811113958] User Vector: [1.988791517357381, 0.12330093866204893] Predicted: 3.398709940996075 Movie Vector: [1.6815560568967969, -0.4936878609630726] User Vector: [1.6255115465676704, -0.4303302882169385] Predicted: 2.9458376261839887 Movie Vector: [1.802244508032624, -0.3092809028062812] User Vector: [1.9873557511322544, -0.5514322681924533] Predicted: 3.752248457728233 Movie Vector: [2.08318049808786, 0.15904013449906151] User Vector: [1.6985446928845813, -0.1485894752872864] Predicted: 3.514743489212958 Movie Vector: [1.8470363854994603, 0.7417385069080168] User Vector: [1.711831697194939, 0.6488505069218704] Predicted: 3.6430928367810846 Movie Vector: [0.47977909679793884, -0.887314112140126] User Vector: [1.7260876300661456, 0.18887577592671495] Predicted: 0.6605486227260396 Movie Vector: [1.1698660466327697, -0.6483602593372602] User Vector: [1.385075542554525, 0.3235384796962505] Predicted: 1.410583356654557 Movie Vector: [0.5152863707754043, -0.46072041449730483] User Vector: [0.2486078204421788, -0.4420056745559505] Predicted: 0.331745259133612 Movie Vector: [2.2950363729659693, 0.2216328015176559] User Vector: [1.603419400206216, 0.25103743813333707] Predicted: 3.7355439752918507 Movie Vector: [1.447999657469089, -0.26465335465202305] User Vector: [1.6520795311539453, -0.6803565629587657] Predicted: 2.5722692419691633 Movie Vector: [1.6778267004702723, -0.3900844758146515] User Vector: [-0.2240478958556271, 0.5781058961774849] Predicted: -0.6014236773265075 Movie Vector: [2.31890159066486, -0.762988479740426] User Vector: [1.921963251507236, -0.2718770133022575] Predicted: 4.664282670175393 Movie Vector: [1.5380858040825687, -0.6728871270306688] User Vector: [1.3437103329711593, 0.7265834605347187] Predicted: 1.5778331306347937 Movie Vector: [1.4122340876244792, -0.982839002646954] User Vector: [0.9510330933648244, -0.3006802471668209] Predicted: 1.638601627149837 Movie Vector: [2.120849666300394, 0.6922199864270774] User Vector: [1.9384990207176656, -1.0048068175943776] Predicted: 3.4157176395756874 Movie Vector: [1.5454838465845218, -0.6511274449921849] User Vector: [1.9183181999784336, -0.25299420768733427] Predicted: 3.1294612627250418 Movie Vector: [2.249294038377024, 0.6210136376536294] User Vector: [1.7245014833558692, -0.03200229556594114] Predicted: 3.8590370437020196 Movie Vector: [2.0512438793454275, -0.16295695123497994] User Vector: [0.6913552390607544, -0.03672314074056529] Predicted: 1.4241224936316228 Movie Vector: [2.049644882181051, 0.0005254205537860782] User Vector: [1.5486999593360593, -0.0574779439280771] Predicted: 3.1742547455940264 Movie Vector: [2.120270842286686, 0.15579545403477013] User Vector: [1.7519430616405292, -0.10382430166289744] Predicted: 3.6984184367254658 Movie Vector: [-0.36425543315614606, -0.7536419366559872] User Vector: [0.40750605218559743, 0.03691023185246846] Predicted: -0.1762533921683317 Movie Vector: [1.587283278652197, -1.2025444374701022] User Vector: [1.848614722129602, -0.12470404967366727] Predicted: 3.084237398371659 Movie Vector: [0.25924464902704547, -0.1251030269544354] User Vector: [1.1659640461100595, -1.0793303296534449] Predicted: 0.4372974312353308 Movie Vector: [1.2521221776782365, -0.7580415817063858] User Vector: [1.744034153377459, -0.14511658855389115] Predicted: 2.29374825039143 Movie Vector: [0.6994702724440237, -1.347772780360562] User Vector: [1.7520710292586086, -0.031129064701555496] Predicted: 1.2674765062596391 Movie Vector: [1.4363125075733418, 1.603327805130723] User Vector: [1.8298399977639654, -0.4269060337346491] Predicted: 1.943751761581522 Movie Vector: [1.736776076990828, -0.44741417407083933] User Vector: [2.3896088739462398, -1.2382056869984817] Predicted: 4.7042063004130625 Movie Vector: [0.8853209506175042, -0.08859958908742045] User Vector: [1.2773047741257268, -0.7195076021968623] Predicted: 1.194572754757182 Movie Vector: [1.5747512630959324, -0.8431303945355549] User Vector: [2.1947515632683614, 0.7384221093234554] Predicted: 2.8336016720709627 Movie Vector: [0.5918959331481175, 0.578885009163183] User Vector: [0.7934373501845929, -0.10833246544979573] Predicted: 0.4069203005275041 Movie Vector: [2.163398298876858, 0.2405301904908462] User Vector: [1.624116093715491, 0.20461562762339094] Predicted: 3.5628262302122793 Movie Vector: [2.4057781939231786, -0.475749314294519] User Vector: [1.3163456810668441, -0.30545966960590915] Predicted: 3.3121579635352103 Movie Vector: [1.9745495910543172, -0.599511137837887] User Vector: [1.7711546293761344, -0.46637101837398137] Predicted: 3.7768272690086064 Movie Vector: [2.177410141920138, 0.05938821853160997] User Vector: [1.2753512447397306, 0.19025154277782566] Predicted: 2.788261435005227 Movie Vector: [2.413499398114853, -0.515890658939444] User Vector: [1.682521888919533, -0.3723696384598489] Predicted: 4.252867584376452 Movie Vector: [1.2282048135626853, 0.34687082689399384] User Vector: [1.766991791771713, 0.4984335711662791] Predicted: 2.3431198891619456 Movie Vector: [2.3061321893940887, 0.6513317921712338] User Vector: [1.91763351464886, 0.20113109215200617] Predicted: 4.553319450305381 Movie Vector: [2.0922815556166645, -0.5074832548865639] User Vector: [1.726951012901664, -1.1040605097045364] Predicted: 4.173559972804245 Movie Vector: [1.8028043427481903, 0.1280474692625202] User Vector: [1.9242125733579156, -1.380878817598885] Predicted: 3.2921607456685624 Movie Vector: [0.5551917379554938, -0.6589671965422408] User Vector: [2.1020997949705533, -0.9798971761270984] Predicted: 1.812788533577721 Movie Vector: [1.9587471129690106, 0.5996229417717153] User Vector: [1.4687999680553065, -0.035558247831882224] Predicted: 2.855686155788106 Movie Vector: [1.7173215595733993, -0.8435319748439634] User Vector: [0.6482245976350569, -1.6187009550271472] Predicted: 2.478636090240334 Movie Vector: [-0.015484913002214478, -0.7391855791358055] User Vector: [0.8092342159813645, -0.09288284282293222] Predicted: 0.05612673653096248 Movie Vector: [1.1317052344205176, 0.025381572402125324] User Vector: [2.1097660172422636, -0.22475312116271398] Predicted: 2.381928657498203 Movie Vector: [1.8697953303585715, 1.3385727904422027] User Vector: [2.2548852290891306, -0.04977838474738934] Predicted: 4.149541880470355 Movie Vector: [2.092236199388058, -0.06594180874025558] User Vector: [2.0273777384629907, -0.2063984836329329] Predicted: 4.255363383577765 Movie Vector: [2.057735395419812, 0.31232404044252116] User Vector: [1.513911345286683, -0.6073687359266607] Predicted: 2.925533103080951 Movie Vector: [1.0387726668501447, 0.2225335318856463] User Vector: [2.2410488567718367, -0.7989904928202787] Predicted: 2.150138121179999 Movie Vector: [1.69003366541587, -0.25053446111099215] User Vector: [2.2430958441500675, -0.22176283663270024] Predicted: 3.846466724138262 Movie Vector: [1.6155101943367887, -0.06696831879382306] User Vector: [2.182618892157996, -0.8999167657890916] Predicted: 3.586308983492581 Movie Vector: [1.4761140414576972, -0.25037164649842697] User Vector: [1.3369879903739688, -1.138229992859368] Predicted: 2.2585272632574167 Movie Vector: [2.1313819677597214, -0.16721369528383695] User Vector: [1.2507857009776038, -0.04735994570571561] Predicted: 2.673821320125262 Movie Vector: [1.428412262725561, -0.01884563189853528] User Vector: [1.7648951440426905, -0.5762995115441926] Predicted: 2.531858594633242 Movie Vector: [0.40972136530320996, -0.585099184702953] User Vector: [1.5199220936348965, -0.04273196390540792] Predicted: 0.6477469926004132 Movie Vector: [1.6855179272780316, -0.4947367079101367] User Vector: [2.060688706845329, -0.3502475963127502] Predicted: 3.6466081006803943 Movie Vector: [1.4948226430450147, 0.09648721619417892] User Vector: [2.180111088378068, -0.4858406664859233] Predicted: 3.2120020058378964 Movie Vector: [0.5706072245126692, -0.5896224222803393] User Vector: [2.5282201096777044, -0.18364496728553314] Predicted: 1.5509018501908007 Movie Vector: [2.366843672506564, -0.531144732886431] User Vector: [2.0118387094393944, -0.6355027594283271] Predicted: 5.0992516629455515
avg loss: 11.195796545817263: 58%|██████████████████████████▏ | 40672/70000 [01:05<00:57, 510.39it/s]
Movie Vector: [1.6916180003569257, 0.24432378762363594] User Vector: [1.8866511393302843, -0.8980541130160761] Predicted: 2.9720770453019387 Movie Vector: [1.4430727744226732, -0.26381670616405845] User Vector: [0.19887192343528867, 0.4797796173231289] Predicted: 0.16041277997969516 Movie Vector: [1.621352276978732, -0.24436475334637342] User Vector: [1.356450669423531, -2.1404746754860566] Predicted: 2.722340947598476 Movie Vector: [1.35826208158411, -0.2233682925734052] User Vector: [1.2482938848740375, -0.6031921720668227] Predicted: 1.8302442560659353 Movie Vector: [1.163665909484677, -0.9600110789139167] User Vector: [2.067094680414012, -0.5920224330237426] Predicted: 2.9737557059432738 Movie Vector: [0.8535108298550012, -0.2995602715084333] User Vector: [1.897898110701747, -0.0021419204072873205] Predicted: 1.6205182257040434 Movie Vector: [1.211812815605608, -0.28686478622436284] User Vector: [1.6026266397523226, 0.23847072565657396] Predicted: 1.8736746469465748 Movie Vector: [2.065871618670317, -1.2918917384985862] User Vector: [1.8659689098818923, -1.0687019753880258] Predicted: 5.235499465167102 Movie Vector: [1.7085043481850597, -0.3308322906632943] User Vector: [1.7471825148705609, 0.4930621185912236] Predicted: 2.82194805359643 Movie Vector: [1.8126723359274997, -0.7678558967173553] User Vector: [2.340305984983531, -0.4550232044387604] Predicted: 4.591600167256734 Movie Vector: [1.816050141321171, -0.6577129012437495] User Vector: [1.962840683224353, -0.3857225821168743] Predicted: 3.8183118187198497 Movie Vector: [1.5036941423432366, -0.6445775495001463] User Vector: [2.0974857442550707, -0.20860810447328268] Predicted: 3.2884411280720527 Movie Vector: [2.298412788968982, -0.6316703825071827] User Vector: [1.750392159956965, -1.440075868342967] Predicted: 4.932777000751694 Movie Vector: [0.9261512990133407, 0.5384766770749987] User Vector: [1.5326277436984441, -0.057482063994198945] Predicted: 1.3884924249191908 Movie Vector: [2.3254924513408435, -0.16432836171883128] User Vector: [1.5752357557189334, -0.5375244425986008] Predicted: 3.7515293700426247 Movie Vector: [2.1497410510535198, -0.16790884648945228] User Vector: [2.5911063990796825, -0.24862691054270902] Predicted: 5.61195445150452 Movie Vector: [2.237480588974182, -0.551266093105987] User Vector: [2.0061227047665224, -0.760841767207114] Predicted: 4.908086879495598 Movie Vector: [2.1192548612114264, -0.21411764325135385] User Vector: [1.3862404146868395, -1.1465839616063052] Predicted: 3.1833005932817713 Movie Vector: [1.9408373619280317, 0.09704038526647195] User Vector: [1.2983442591032306, -1.4072698459012971] Predicted: 2.3833130386921684 Movie Vector: [2.995976164645378, -0.24662470956013527] User Vector: [0.2243244172368624, -0.3940403015728692] Predicted: 0.7692506821200015 Movie Vector: [2.0230813740918707, -0.35133190380519363] User Vector: [1.6649543344326028, -0.4241813426924016] Predicted: 3.5173665413908908 Movie Vector: [1.7923739722449725, -1.0374092297367965] User Vector: [1.8693425320563493, -0.24837404256748338] Predicted: 3.608226423854861 Movie Vector: [1.6353311139743736, -0.3311162139946893] User Vector: [1.2834643895227014, -0.2449476263160234] Predicted: 2.179995380517346 Movie Vector: [0.900799799260539, -0.9780234164259425] User Vector: [1.835012496107189, -0.07234192477741813] Predicted: 1.7237309845555755 Movie Vector: [2.3141178993893, 0.22462027785003064] User Vector: [1.7807176184237297, -0.10170997501684821] Predicted: 4.097944391703835 Movie Vector: [1.4576646429471782, 0.8494439748716208] User Vector: [1.5620224226154906, 0.42497965438316726] Predicted: 2.637901263796101 Movie Vector: [1.9896807338395681, -0.10802053726921781] User Vector: [1.2284810480953632, -0.07842353026842828] Predicted: 2.4527564251565286 Movie Vector: [1.3976685867915055, -0.5337533924036111] User Vector: [1.4318110121943433, 0.1469488499421405] Predicted: 1.9227628267997563 Movie Vector: [2.0568025439939897, 0.14234489269292377] User Vector: [2.030056982701998, -0.20691500741194957] Predicted: 4.145973071947623 Movie Vector: [-0.16829637936761344, -2.0170886479395196] User Vector: [1.6296100146162504, -0.4315335570082644] Predicted: 0.596183973805213 Movie Vector: [2.4700673970592106, -0.5284100831763758] User Vector: [1.459327220086928, -0.8883285622681499] Predicted: 4.074038357453835 Movie Vector: [1.477218106592758, -0.7438105580815585] User Vector: [1.343808447575623, -0.2571658834437798] Predicted: 2.1763808698348703 Movie Vector: [0.5172564056495816, 1.0712913421204446] User Vector: [2.147581155392155, 0.9312344033259979] Predicted: 2.1084734630467614 Movie Vector: [1.9873918840182587, -0.19343031706824781] User Vector: [1.7799777830407382, -0.48154279157640245] Predicted: 3.6306583746045287 Movie Vector: [1.874167666541622, -0.7055449075532105] User Vector: [1.6374054398782907, 0.9046194312856535] Predicted: 2.43052269942198 Movie Vector: [2.1222640176464735, 0.23534785358564553] User Vector: [2.334571684434177, -1.224027452386116] Predicted: 4.666505248841993 Movie Vector: [2.3494382254947133, -0.10545707419960876] User Vector: [1.2841572026306107, -1.1970863545212724] Predicted: 3.143289243916806 Movie Vector: [2.4791174819222546, -0.45216837810027466] User Vector: [1.861201527920258, 0.01630992258470926] Predicted: 4.606762414005454 Movie Vector: [2.3762760306128268, 0.20769384915705494] User Vector: [1.617400278365439, 0.008047089520390408] Predicted: 3.845060844383308 Movie Vector: [1.5896049467258906, 0.11897116234629025] User Vector: [1.8740652545425105, 0.006222796960265233] Predicted: 2.979763732495298 Movie Vector: [1.617736854785542, 0.41107996054367957] User Vector: [1.5597818107639883, -0.7098498180491112] Predicted: 2.231511485501465 Movie Vector: [1.7335199326126158, -1.093681386717861] User Vector: [1.7277256562864052, -0.16205523777693392] Predicted: 3.172283660435466 Movie Vector: [0.3152794024953629, -0.735966553119884] User Vector: [1.1518838181061337, -0.5070104285031383] Predicted: 0.7363079593778692 Movie Vector: [2.0156790042714645, -0.5048074921604365] User Vector: [1.6997735745745375, -0.5428857585313981] Predicted: 3.700250704579203 Movie Vector: [0.4919208637411492, -0.49760409299354147] User Vector: [1.381416510542957, -1.1221767895129968] Predicted: 1.237947366576595 Movie Vector: [2.0075775729301704, 0.020276172326198348] User Vector: [0.8819655824179404, 0.08540161731037556] Predicted: 1.7723459412680742 Movie Vector: [2.1601708858601056, -0.0728579428221754] User Vector: [1.7813260297132254, -0.4844067032672796] Predicted: 3.883261503500609 Movie Vector: [1.8556824617050898, -0.7762183097437746] User Vector: [1.4150654565302079, -1.0717964528570147] Predicted: 3.4578601808738583 Movie Vector: [1.2653103349386265, -0.5332218556530197] User Vector: [2.0116445772924285, -0.3358520619760112] Predicted: 2.724438333583096 Movie Vector: [1.520199234212022, -1.5034554432660006] User Vector: [0.3357693895302112, 0.05672267365152604] Predicted: 0.42515635637767746 Movie Vector: [1.9852869324777949, 0.5410275758270064] User Vector: [1.9816368790333516, -1.3768001514666037] Predicted: 3.1892309525147615 Movie Vector: [1.5161164420867894, -0.4630575301642353] User Vector: [1.4747710791615078, 1.0974427699980012] Predicted: 1.7277455428589685 Movie Vector: [1.3827229666307603, 0.8951556695429832] User Vector: [1.7918281666238869, 1.1068482984966068] Predicted: 3.4684034879699785 Movie Vector: [-0.34739668890062864, -1.3909550707342544] User Vector: [1.8355733810813257, -0.9280328432122783] Predicted: 0.6531798742522614 Movie Vector: [-2.6934807417890596, 1.0921621379158952] User Vector: [1.5987652878355774, -0.26366718245342136] Predicted: -4.594210827112559 Movie Vector: [1.8864533125188077, -0.2530354588270971] User Vector: [1.9683443878689735, -0.5480845797958923] Predicted: 3.85187462379794 Movie Vector: [2.1855333976814015, 0.22090389746752032] User Vector: [1.3229636713999706, 1.5445964803631167] Predicted: 3.2325886702906654 Movie Vector: [1.6255573167908257, -0.4845454259242519] User Vector: [2.0629440294292896, 0.3811526030747233] Predicted: 3.168748010769751 Movie Vector: [1.9513391641622466, -1.1926923214270595] User Vector: [1.2919675056352609, -0.34575812374170967] Predicted: 2.9334498518288568 Movie Vector: [1.0810386445773394, -0.7651749267342556] User Vector: [2.017351683285144, -0.4447992006902442] Predicted: 2.5211843251339996 Movie Vector: [1.0671022218058224, -1.6399801915283283] User Vector: [2.318753854922, -0.06587490568098946] Predicted: 2.5823809308437013 Movie Vector: [2.0434618432866847, -0.1795540791256398] User Vector: [2.2547722823736236, -0.2234937785765784] Predicted: 4.647670343933557 Movie Vector: [1.8745298102723933, 0.7521595796280556] User Vector: [1.7021298508907992, -0.4454137713763732] Predicted: 2.855670911410307 Movie Vector: [1.7868003880000147, 0.37557637501568164] User Vector: [1.5170207812561511, -0.5467615455729832] Predicted: 2.505262601268304 Movie Vector: [-0.9399720669468802, 0.56998871190387] User Vector: [1.2906584213507928, 0.7086483897096733] Predicted: -0.8092612811961337 Movie Vector: [1.7149687470246828, -0.3509975443094155] User Vector: [1.813898248571976, 0.3147079466544152] Predicted: 3.00031709013339 Movie Vector: [1.71049630285736, -0.8828993540754678] User Vector: [-0.7800424522972069, 0.45688774178832864] Predicted: -1.7376456228360757 Movie Vector: [1.9368767787214498, -0.17976431232753326] User Vector: [1.2896864528303913, -0.5923038893813034] Predicted: 2.6044388436823747 Movie Vector: [2.2496882767089788, -0.09720094542971719] User Vector: [1.1561082866172232, 1.658753615701114] Predicted: 2.439650839327761 Movie Vector: [2.3812231850901773, 0.1560751544841757] User Vector: [1.8642369622458788, -0.5117761584184428] Predicted: 4.359288734015491 Movie Vector: [1.4329348511832103, 1.67454204899681] User Vector: [1.9126364969246297, 0.05326005918546396] Predicted: 2.829869702726389 Movie Vector: [1.520724347947352, -0.28835013935158366] User Vector: [1.9270011232131008, -0.05102361984439322] Predicted: 2.9451501944844103 Movie Vector: [0.9795229877900715, -0.3202832794330339] User Vector: [0.9928730664211515, 0.0865217629467068] Predicted: 0.9448305185382376 Movie Vector: [1.9968590588227173, -0.37359009599700926] User Vector: [1.7613226763519523, -0.6586366613303553] Predicted: 3.763173275316826 Movie Vector: [-0.14361133875770155, -2.0358641955058125] User Vector: [1.6414670446854362, 0.005798552459157641] Predicted: -0.24753834515128464 Movie Vector: [1.0506073654245034, -0.39753684863520383] User Vector: [1.1556249682115896, -0.5157435120031201] Predicted: 1.4191351537373262 Movie Vector: [2.0417249409194183, 0.4342061801976664] User Vector: [1.0530490506364338, 1.1441354514970554] Predicted: 2.6468271947191915 Movie Vector: [2.102050439414001, -0.09873263644319953] User Vector: [2.058546938476967, -1.153820772673421] Predicted: 4.4410892634488315 Movie Vector: [1.6324276644654052, -0.6061221888978809] User Vector: [1.9637390301244444, -0.506755202508863] Predicted: 3.5128174911456678 Movie Vector: [1.0610393099379694, -0.41755399009116473] User Vector: [-0.035776906057855586, -0.3191974832964534] Predicted: 0.0953214790621494 Movie Vector: [2.1467598350536927, 0.4288395563788143] User Vector: [2.0151874088405743, -1.2184187844385503] Predicted: 3.803617218402628 Movie Vector: [1.6552146393696772, -0.6373155641079475] User Vector: [1.870029966049728, 1.0072782719017033] Predicted: 2.4533468557947775 Movie Vector: [1.5469741919735625, 0.6649628926099772] User Vector: [1.793510939063216, 0.028656067533196668] Predicted: 2.7935703573107653 Movie Vector: [1.4754837756181647, -0.14161130072445444] User Vector: [2.4157760570036455, -0.37461531697898365] Predicted: 3.617488139944399 Movie Vector: [1.4699666021009876, -0.6744496093618727] User Vector: [1.4730122374966756, 0.14968145245738784] Predicted: 2.0643261964675585 Movie Vector: [1.2830821898358231, -0.254213172226666] User Vector: [1.1358093766284751, -0.5082455369355166] Predicted: 1.5865394924149478 Movie Vector: [2.25905050749042, 0.6205845891733786] User Vector: [2.1878199250796437, -0.8099039513710272] Predicted: 4.439781801117337 Movie Vector: [1.7450672949199468, -1.4416970934006546] User Vector: [2.0241695202321908, -0.9506581962276959] Predicted: 4.902873187449973 Movie Vector: [1.9714783384880823, 0.07670594341376363] User Vector: [1.531850910710217, -0.10675779200946106] Predicted: 3.011821931105578 Movie Vector: [1.269756545458184, 1.4428317711199876] User Vector: [1.8292292553179765, -0.7749609649162845] Predicted: 1.204537518524583 Movie Vector: [1.2599072497568133, 0.3922208801254071] User Vector: [1.9957723438535317, -0.38176766633670567] Predicted: 2.364750794791207 Movie Vector: [1.170403133846881, -0.7037342470185683] User Vector: [2.3168593090070764, 0.5326212175385877] Predicted: 2.3368356044735705 Movie Vector: [2.3103373401047995, -0.7064987916594009] User Vector: [1.6687980775237572, -1.016012891563979] Predicted: 4.5732983917985655 Movie Vector: [2.022167338681764, 0.17941536506538622] User Vector: [2.3742649948525756, -0.7704519505026751] Predicted: 4.662930208001528 Movie Vector: [2.3369487229180965, 0.36252590280114727] User Vector: [1.9745200193683266, -0.6608540417550264] Predicted: 4.374775329531999 Movie Vector: [2.462756711445107, 0.49893973643002226] User Vector: [1.7843616757504916, -0.11652259723094427] Predicted: 4.3363109386494125 Movie Vector: [2.4951816469670605, 0.2097725503844245] User Vector: [1.400495575266415, 0.68774890695232] Predicted: 3.638761698298823 Movie Vector: [2.173896190495768, 0.05975087484905285] User Vector: [0.0859861926510162, 0.10590726336080865] Predicted: 0.1932531082779567 Movie Vector: [1.0178221447946092, -1.0240782918467528] User Vector: [1.9060595099213253, 0.19313601773600966] Predicted: 1.7422431753571082 Movie Vector: [2.4050933267200225, 0.09773270755117991] User Vector: [1.5630286842399264, -0.9020647163181921] Predicted: 3.67106863082526 Movie Vector: [1.702724501556845, -0.4702879022464751] User Vector: [1.5909781032918846, 0.24879329261466646] Predicted: 2.5919929222387843 Movie Vector: [2.290753341854579, 0.34375107683255235] User Vector: [2.0478949267180404, 0.5536229685831504] Predicted: 4.8815306387560815 Movie Vector: [0.5475766905361675, -0.7000518034150037] User Vector: [1.813873777586882, 0.3147129550580317] Predicted: 0.7729196284349212 Movie Vector: [2.4334667414850957, -0.29349394417440294] User Vector: [1.9030120943013447, -0.34649485513528167] Predicted: 4.732610781796013 Movie Vector: [1.0837399156917862, -1.6030500798088554] User Vector: [1.5956026419979337, -0.4712191932308184] Predicted: 2.4846062380325598 Movie Vector: [2.2431110938664767, 0.1967944096964472] User Vector: [1.687617813072312, 0.6545954434691735] Predicted: 3.914334962596685 Movie Vector: [1.7185676737685718, 0.07727067841038436] User Vector: [2.0571191562034734, 0.6158320263392089] Predicted: 3.582884241403443 Movie Vector: [1.427700669185571, -0.9877289434902964] User Vector: [1.9240691004453427, -0.32146195312279985] Predicted: 3.0645120175954053 Movie Vector: [2.1881024938960456, 0.25564224201831415] User Vector: [1.7106098780565397, -1.1000969646082839] Predicted: 3.4617584857887214 Movie Vector: [1.6711542623190592, 0.30643231641960855] User Vector: [1.9733903533325527, -0.4053945559601488] Predicted: 3.1736137073442428 Movie Vector: [1.6603413516104895, -0.47691567632125154] User Vector: [-0.3156581509243089, 0.274596570547184] Predicted: -0.6550596901105414 Movie Vector: [0.9872722625732422, -1.138772964477539] User Vector: [0.8085765051897175, -0.12427923054289958] Predicted: 0.9398109835305425 Movie Vector: [2.2538655322636356, -0.2594084305223938] User Vector: [1.9018849915756513, -0.4583793754603601] Predicted: 4.405500503213882 Movie Vector: [2.208592929780766, -0.675877257605875] User Vector: [1.7708562346982812, 0.5388483241723934] Predicted: 3.546905232005654 Movie Vector: [1.585495493057285, 0.06911155254515583] User Vector: [1.8324620261546263, -0.78650087229981] Predicted: 2.8510039873040216 Movie Vector: [1.4676939902815809, 0.9167933942012186] User Vector: [2.259949996533706, 0.30418640698649485] Predicted: 3.595791116780422 Movie Vector: [2.285093674223733, -0.2664786116914123] User Vector: [1.6811247264350815, -0.10195580998737555] Predicted: 3.8686965206572177
avg loss: 11.176651157571628: 58%|██████████████████████████▏ | 40797/70000 [01:06<00:56, 514.03it/s]
Movie Vector: [0.9727003368267575, 0.11649130689363726] User Vector: [1.8950037585258939, -0.8299506978392436] Predicted: 1.7465887527575286 Movie Vector: [2.283321523990472, -0.306516730673174] User Vector: [1.1106031235976137, 0.38691436909880833] Predicted: 2.4172682892548414 Movie Vector: [2.6846050075515193, 0.47724264317604237] User Vector: [0.9768436530353509, 0.4878855304050406] Predicted: 2.855279142631469 Movie Vector: [1.9633046069451303, -0.6902115019359333] User Vector: [1.7882347027506698, 0.08999617279243995] Predicted: 3.44873303661799 Movie Vector: [2.311481724820075, -0.027919544186684953] User Vector: [0.9199611580322954, -0.5315757184537846] Predicted: 2.141314756095903 Movie Vector: [1.4225320505567634, -1.3574042371210842] User Vector: [1.9840108448670088, -0.5146356536664517] Predicted: 3.520887632335943 Movie Vector: [2.3678028597338865, -0.09307891494219526] User Vector: [1.9103833216473076, 0.13119648549703963] Predicted: 4.511199465670122 Movie Vector: [1.4653074365577563, -1.3684998109141455] User Vector: [1.7948167884214667, -0.8240200307219189] Predicted: 3.7576296435650987 Movie Vector: [1.0884535425143986, -0.23089478436072966] User Vector: [1.625497335908559, -0.48376384988965304] Predicted: 1.880976883419176 Movie Vector: [-1.049991581618702, 0.06883870767012597] User Vector: [1.4204220809455523, -1.161632996623766] Predicted: -1.5713965416127043 Movie Vector: [1.0337251011748487, -0.7547429200288206] User Vector: [1.6020205045475842, -0.44250131054655417] Predicted: 1.9900235393861199 Movie Vector: [1.4807566266869223, -0.8869975663071837] User Vector: [1.689978139346109, -0.024041443071610005] Predicted: 2.5237710302878167 Movie Vector: [0.8209596246872378, -1.0057811539041248] User Vector: [1.7636076200369235, -1.0939050875734702] Predicted: 2.5480797710823033 Movie Vector: [2.059241694190275, -0.3605444886877427] User Vector: [1.7826036079269232, -0.6626180866767623] Predicted: 3.9097149729132576 Movie Vector: [2.321378168483965, -0.267236985168046] User Vector: [1.0197700266299021, -2.077305883968776] Predicted: 2.9224048383966252 Movie Vector: [1.2121970508531397, 0.9986619318086106] User Vector: [1.757344939010297, -1.4419866933371477] Predicted: 0.6901911355895862 Movie Vector: [1.6795554700633575, -0.643055064485332] User Vector: [1.8514473996772047, 0.008234953993246155] Predicted: 3.104313078791268 Movie Vector: [0.49014603773836185, -1.981767902579973] User Vector: [1.5349977505770571, 0.23195716143581008] Predicted: 0.29268780807559325 Movie Vector: [1.8031798212003463, -0.9441394976365663] User Vector: [1.159682048235204, -0.5129753567605805] Predicted: 2.575435564017879 Movie Vector: [0.3794487711462594, -1.2708813639693337] User Vector: [1.8853544986598727, -0.5831366433472623] Predicted: 1.4564929403692284 Movie Vector: [1.2333033908318607, -0.6244776801297867] User Vector: [1.9532686690426324, -0.8920830619751754] Predicted: 2.9660588337612483 Movie Vector: [1.6010813491132159, 0.05631752915092414] User Vector: [1.0225945296993557, -1.6490652273631623] Predicted: 1.5443857501930387 Movie Vector: [0.9369457435215808, -1.1980490453553456] User Vector: [1.794642713767389, -0.08462866007756444] Predicted: 1.782872137222002 Movie Vector: [0.4760031805636069, 0.5823137187547414] User Vector: [1.4763946277166866, -0.5553009569026737] Predicted: 0.3794091733181029 Movie Vector: [1.6921707896183724, 0.051418872451864904] User Vector: [1.7636660525134118, -0.3897143769993462] Predicted: 2.96438550286115 Movie Vector: [2.3037077864573683, -0.6360266623628632] User Vector: [1.5776521100454637, -0.8379846888709752] Predicted: 4.16743005500642 Movie Vector: [2.2299167275673026, 0.14135797438810088] User Vector: [1.867278203415363, 0.2975754858743454] Predicted: 4.205939568728491 Movie Vector: [1.7368373339552723, -0.5287022919139547] User Vector: [1.9772425082786054, -0.266806720949489] Predicted: 3.5752099315256904 Movie Vector: [0.09223631213000971, 0.40565133361096056] User Vector: [1.1360417767902549, -0.19327679425361888] Predicted: 0.026381314571725045 Movie Vector: [0.0769731901540377, 2.413348035992419] User Vector: [1.4672050039378086, -0.30675302847027247] Predicted: -0.627366369030398 Movie Vector: [0.11734299384235915, 0.28322121148636653] User Vector: [2.037609321822855, -0.648273358289056] Predicted: 0.05549441219483109 Movie Vector: [2.196065431017027, 0.07258947981933653] User Vector: [1.3364404465918331, 0.6742952558178278] Predicted: 2.983857407237745 Movie Vector: [2.264233288808695, -0.0006182596712735952] User Vector: [1.7149070372953545, -0.7266653668023111] Predicted: 3.8833988689472414 Movie Vector: [2.0652270504511367, -0.4859372444038807] User Vector: [2.20400670998866, -0.5063839827843772] Predicted: 4.797845114048897 Movie Vector: [1.766253684221776, -0.7001284490028046] User Vector: [1.6091950068520156, -0.9977863336160107] Predicted: 3.540825207674431 Movie Vector: [2.4052385047823672, 0.008141461738769468] User Vector: [1.9328924057138643, -0.5072761984766201] Predicted: 4.644937270063522 Movie Vector: [0.8083475442518622, -1.368301667784203] User Vector: [1.7586092894936507, 0.11367460345579386] Predicted: 1.266026350967434 Movie Vector: [1.7335054324749846, -0.6789262322844226] User Vector: [1.5986286630827236, -0.9006180854193336] Predicted: 3.3826847154250816 Movie Vector: [1.8748159583836115, -0.2956676841231384] User Vector: [2.000530115690041, -0.0363346933448742] Predicted: 3.7613687807573046 Movie Vector: [2.2312995889951077, -0.6386000814939524] User Vector: [1.7021129360965093, -0.42547661855669583] Predicted: 4.0696332980194745 Movie Vector: [2.0023086416054507, -0.6924420607502075] User Vector: [-0.6465721101105456, 1.0821951311514906] Predicted: -2.043994350243796 Movie Vector: [1.4492248313657696, -0.9814357896510408] User Vector: [1.7082471134201498, 0.2842563447575816] Predicted: 2.1966547846969036 Movie Vector: [2.3628155443289485, -0.6674223013472078] User Vector: [1.7736093256047292, 0.0563799196778817] Predicted: 4.153082468364455 Movie Vector: [1.8963997290642098, 0.10471227221599531] User Vector: [2.15612998042518, 0.010742146589694607] Predicted: 4.090009145283416 Movie Vector: [2.1681037609542733, -0.6148491053253744] User Vector: [1.3759774343602857, 0.35129009749054907] Predicted: 2.7672714482730196 Movie Vector: [0.46429208874679384, 0.1271355388202639] User Vector: [1.5113578544311976, 0.6532404397684977] Predicted: 0.7847615703668877 Movie Vector: [1.8833044387849456, -0.7979139631090141] User Vector: [1.7142860841121297, -0.15357618330750888] Predicted: 3.351063172617687 Movie Vector: [-0.32903651390570554, -0.9815178734329144] User Vector: [1.2653030952736606, -0.8153092938376894] Predicted: 0.38390972477471585 Movie Vector: [1.682421994706572, -1.374791730054708] User Vector: [2.1019538268494724, -0.17804317059326719] Predicted: 3.781145628673545 Movie Vector: [1.7155437939257363, -0.6336167673658788] User Vector: [1.7458106354370473, -0.129554346296812] Predicted: 3.077102407092358 Movie Vector: [1.7193490255063393, -0.583748401999003] User Vector: [2.1298588009664776, -0.4889373632561863] Predicted: 3.947387058386218 Movie Vector: [1.8146981185337376, 0.398334758616622] User Vector: [2.233786768890275, 0.01503007104388632] Predicted: 4.059635646431996 Movie Vector: [2.304343600855861, 0.07832361887112611] User Vector: [1.6298933512637002, -0.6422341838569392] Predicted: 3.705532208619602 Movie Vector: [1.7485561369172051, -0.6383606519048359] User Vector: [1.687136863116539, -0.7651217814144494] Predicted: 3.4384771549919844 Movie Vector: [2.1080151719068145, -0.07574107134242991] User Vector: [1.9375546163154793, -1.2339268127532674] Predicted: 4.1778534663472 Movie Vector: [1.3014237243406488, -0.8773382928597139] User Vector: [2.010301782288448, -0.17123559434792773] Predicted: 2.7664859765765053 Movie Vector: [2.3479372273516264, -0.7670958018630196] User Vector: [1.5451757209965638, -0.09274235346410686] Predicted: 3.699117868124935 Movie Vector: [1.95440522055512, -0.7954679615109932] User Vector: [1.2895564313016294, -0.6124019355737367] Predicted: 3.0074619408525614 Movie Vector: [2.019880094510804, -0.38961021488310354] User Vector: [0.5709504958244546, -0.3460040082103289] Predicted: 1.2880582374561311 Movie Vector: [0.8639319623256997, -0.7956901218531056] User Vector: [1.8680975543715763, -0.62261972758113] Predicted: 2.1093215528712532 Movie Vector: [0.7647541964054407, -0.8953811798249339] User Vector: [1.9688974381758146, -0.6056518633602963] Predicted: 2.048011858115588 Movie Vector: [0.7000557092054047, 1.150556798491117] User Vector: [0.8112505377809511, -0.1273636036550256] Predicted: 0.42138151050389194 Movie Vector: [1.986096531130842, -0.46775652501150955] User Vector: [2.1293776146705583, 0.25179673725031965] Predicted: 4.111369927139417 Movie Vector: [0.9327338466745912, -0.2992503157174686] User Vector: [0.9740001529256204, -0.31666408590168377] Predicted: 1.0032447369824165 Movie Vector: [2.03529309250218, -0.005339781224491955] User Vector: [1.8037988651419754, 0.2351325749879217] Predicted: 3.670003813977547 Movie Vector: [1.0649335520525351, 1.2973978821512668] User Vector: [0.6577357040777154, 0.16447564020838357] Predicted: 0.9138351669270872 Movie Vector: [1.6354803162479885, -0.03135068395494367] User Vector: [2.3664210604047238, -1.220495525062096] Predicted: 3.9084984337212627 Movie Vector: [1.3075499004272335, -0.7626535797117394] User Vector: [1.956995546763718, -0.28340369378200014] Predicted: 2.775008173873811 Movie Vector: [1.761410067747296, -0.2540773520124071] User Vector: [1.7883452516694927, -0.08296496072671906] Predicted: 3.171088848429974 Movie Vector: [2.0738850665513318, 0.4729009605268152] User Vector: [1.770997414996238, -0.16946572933481058] Predicted: 3.5927045856829003 Movie Vector: [2.3366019495486774, -0.6965334521914068] User Vector: [1.297246319560892, -0.7037602534528901] Predicted: 3.521340838183468 Movie Vector: [1.4239710339718228, -0.25511973043211056] User Vector: [0.3033695069316255, -1.3585078836828737] Predicted: 0.7785715555360206 Movie Vector: [1.4740241864791632, 0.10112218000574755] User Vector: [2.404937513443176, -0.7677305530123988] Predicted: 3.467301474608667 Movie Vector: [2.0038782343150863, -1.2511530790670038] User Vector: [0.7947095024099798, -0.4409936310513445] Predicted: 2.144251613821559 Movie Vector: [1.7200392695041904, -0.5435832039192964] User Vector: [1.771284915515221, -0.6164115348488164] Predicted: 3.3817505692125227 Movie Vector: [1.5370929147431454, 0.0791391590534212] User Vector: [2.142098881554586, -0.452480574228513] Predicted: 3.2567960813843166 Movie Vector: [0.8539216880273895, 0.3281039041225009] User Vector: [2.095754296621499, -0.963121276429378] Predicted: 1.4736061957217594 Movie Vector: [0.031562460150610566, 0.14459487903211535] User Vector: [2.028032972439161, 0.047346225816325485] Predicted: 0.07085573167127411 Movie Vector: [1.400376748203839, 0.9076596924437741] User Vector: [1.6166668626173604, -0.014338210246718655] Predicted: 2.250928468498271 Movie Vector: [0.6014566507527046, -0.5865841485143014] User Vector: [2.437222544771338, 0.38780711834893183] Predicted: 1.2384022006126596 Movie Vector: [2.41239906973204, -0.2615484102045238] User Vector: [1.9107472389622955, 0.9916006968380292] Predicted: 4.350133275950021 Movie Vector: [2.767147715110408, -0.13177741601434007] User Vector: [1.7719938409699025, -1.0800462272312554] Predicted: 5.045694409230153 Movie Vector: [1.955489885124596, 0.8319377323158197] User Vector: [1.798658405410344, -0.4066814574960331] Predicted: 3.178924669050121 Movie Vector: [2.345063096478891, -0.19844985630106896] User Vector: [1.2557893019021484, 0.3902058901139247] Predicted: 2.867468846022778 Movie Vector: [1.464875587199326, 0.48430987627254724] User Vector: [1.6307315290151996, 0.2536749839668801] Predicted: 2.5116761062290354 Movie Vector: [1.503138208260619, -0.30830228641066815] User Vector: [1.5488241723479679, 0.057096207213986186] Predicted: 2.3104939001044116 Movie Vector: [2.3925394234882047, -1.3323160679734742] User Vector: [2.067297467118983, -0.8951363057320499] Predicted: 6.138695173312703 Movie Vector: [2.4098236972117104, -0.09019311389260329] User Vector: [2.069338466808697, 0.7524113557796406] Predicted: 4.918878551761425 Movie Vector: [0.7584485576634518, -0.5781196159213635] User Vector: [1.5308062661690993, 0.26124529758621695] Predicted: 1.0100067735363214 Movie Vector: [1.7057375219052906, -0.09578500911181065] User Vector: [1.5680906421241816, 0.2693774728330089] Predicted: 2.6489487223299513 Movie Vector: [1.1703071517813985, -0.25525521625539926] User Vector: [2.1920807886944975, 0.15921893806533982] Predicted: 2.524766359823956 Movie Vector: [2.0638646244274197, -0.41626545690793104] User Vector: [-0.6316943766063879, -0.2231787600918848] Predicted: -1.210830068785862 Movie Vector: [1.7156105473364835, -0.16484214120822] User Vector: [1.5325280582972245, -0.48663068736978726] Predicted: 2.7094385453874836 Movie Vector: [1.7447457864575961, -0.2611798848327532] User Vector: [1.7428405696098752, -0.5535332358311925] Predicted: 3.1853854870796785 Movie Vector: [1.5254806516049972, -0.28847607795471614] User Vector: [2.165850345436683, -0.4867611632376129] Predicted: 3.4443817475071214 Movie Vector: [1.1296409270642855, -0.5777360639800255] User Vector: [2.0053172163908113, -0.7893348333192474] Predicted: 2.72131559914588 Movie Vector: [1.825330127642049, -1.0417880171463194] User Vector: [1.9688484968103033, -1.0109120007564827] Predicted: 4.646954486768122 Movie Vector: [2.1845296098769915, 0.3679901551064779] User Vector: [1.7984955617125864, -0.8417121290873736] Predicted: 3.619125030855631 Movie Vector: [2.2292949524176855, -0.345256475570645] User Vector: [2.298127744883565, 0.024778548596598563] Predicted: 5.114649627321753 Movie Vector: [2.1572995507797144, 0.21697855070666205] User Vector: [2.287171031752978, -0.22634057878904326] Predicted: 4.885001988605321 Movie Vector: [2.1826305588515442, 0.6222507397354884] User Vector: [2.3910159105209825, -0.40687455944090695] Predicted:
avg loss: 11.158552055725632: 58%|██████████████████████████▎ | 40921/70000 [01:06<00:55, 522.74it/s]
4.965526397411691 Movie Vector: [1.6452242217555795, -0.036376160303015395] User Vector: [2.333004254463899, -0.8253052849000093] Predicted: 3.868336546245273 Movie Vector: [0.8295486837504399, -0.7404310383018889] User Vector: [1.8775860778428708, -0.8344608766904612] Predicted: 2.175409792852927 Movie Vector: [1.5700139823842136, -0.59458395566032] User Vector: [1.7036943911484745, -0.994098739226591] Predicted: 3.265899176498948 Movie Vector: [1.3440730883761889, -0.2667156457800888] User Vector: [1.5954632057091498, 0.04753027339485012] Predicted: 2.13174209072546 Movie Vector: [1.314732501655682, 0.08222171320647992] User Vector: [2.4402719864169633, -0.765306509384595] Predicted: 3.145380081092582 Movie Vector: [2.0542003613955315, -0.9928653778657008] User Vector: [1.8348800239432126, 0.43605999077006985] Predicted: 3.3362623407935494 Movie Vector: [2.430410081774661, -0.6652735899388748] User Vector: [2.373155265879687, -1.2206246137129564] Predicted: 6.579789802543188 Movie Vector: [1.4245878346480452, -1.6455469138005132] User Vector: [1.6799504607542395, -0.6854505800587978] Predicted: 3.5211780757803943 Movie Vector: [1.4522599022868725, 0.5171223855319718] User Vector: [2.205225092142318, -0.40034094921326857] Predicted: 2.9955347101518632 Movie Vector: [2.4153626884957213, 0.26515723546927383] User Vector: [1.8592651474505362, -0.5775445739067169] Predicted: 4.337659542595135 Movie Vector: [1.2746053322574502, -0.8163313658765868] User Vector: [1.641412345433364, -0.9755167685434885] Predicted: 2.8884978640231935 Movie Vector: [1.8389607111473338, -0.20083165771625117] User Vector: [1.727700705261645, 0.18691888225373524] Predicted: 3.1396344886162186 Movie Vector: [1.4629027002720514, -0.2837714718783917] User Vector: [1.0318463353964749, -0.44604096437190255] Predicted: 1.6360644912951958 Movie Vector: [1.6083760941793461, 0.09712245608641615] User Vector: [1.8933921071348945, 0.21305240053346347] Predicted: 3.0659787744385407 Movie Vector: [1.651778580169681, -0.23165312293607848] User Vector: [1.9696933779084553, 0.7561407990839025] Predicted: 3.078334953644083 Movie Vector: [1.5930223876236582, -0.8885946466703036] User Vector: [1.8816405584257885, -0.1563689764357968] Predicted: 3.136444170399127 Movie Vector: [1.27544045017091, 1.6701563954067096] User Vector: [0.7392851768842487, -1.8182416735326523] Predicted: -2.0938337406356307 Movie Vector: [2.1140226268709346, -0.3464993485687897] User Vector: [2.0468147286107152, 0.6408658295789065] Predicted: 4.1049530568266555 Movie Vector: [2.438391344223948, -0.7725249110350471] User Vector: [2.3388077555674323, -0.09669482072692676] Predicted: 5.777627744759085 Movie Vector: [1.5797874127834206, 0.1520223394933338] User Vector: [1.7697713023334365, 0.8547892790232103] Predicted: 2.9258094929026126 Movie Vector: [0.9086085330003029, -0.6089487834609398] User Vector: [1.997847604338198, -1.0274629370901336] Predicted: 2.440933686528141 Movie Vector: [1.9549997600084164, -0.8450012342117748] User Vector: [1.2820702120224747, -0.04981431511302525] Predicted: 2.5485401145697986 Movie Vector: [2.102281963041991, -1.109926696411231] User Vector: [-0.05487031557801125, -0.3395196908281147] Predicted: 0.26148909406133686 Movie Vector: [2.1323038807401105, -0.20394170943524426] User Vector: [1.8713672386752453, -0.03789864904400839] Predicted: 3.9980527405884514 Movie Vector: [2.057523318837143, 0.025287673211634096] User Vector: [2.015543997806661, -1.2367289744199372] Predicted: 4.115754777472954 Movie Vector: [1.342126127933265, -0.9794673373614229] User Vector: [0.9054281251078481, -0.27189115037879324] Predicted: 1.4815072447865227 Movie Vector: [1.890204811584562, -0.802366168822912] User Vector: [2.2866464692260973, 0.32086232851708707] Predicted: 4.064781081272165 Movie Vector: [2.0792108847107427, -0.18309753600188922] User Vector: [2.1625299982643615, -0.23230919089538138] Predicted: 4.5388911513483015 Movie Vector: [1.7638473896554092, -0.6400358752027762] User Vector: [1.919419252377263, 0.12798764323225828] Predicted: 3.3036459547086734 Movie Vector: [1.9226389875670835, 0.9787389425609496] User Vector: [1.3505552766010553, -0.19704953739391073] Predicted: 2.4037701737965946 Movie Vector: [0.16574288242706314, -0.20973524183340098] User Vector: [1.3084667083039916, -0.47369205853346374] Predicted: 0.3162189622452324 Movie Vector: [2.295026862884288, -0.26708103355798724] User Vector: [2.0716879841895497, -0.6399277285405188] Predicted: 4.925492134370633 Movie Vector: [0.7565355510274574, -0.19278142329041742] User Vector: [1.870910608117246, -0.37594269779594247] Predicted: 1.4878851561918371 Movie Vector: [2.1501846907664337, -0.09287679218959333] User Vector: [1.5074635047602722, 0.335065939234402] Predicted: 3.2102051002165655 Movie Vector: [2.252596199338944, 0.09871387946956783] User Vector: [1.6011740677469124, 0.6206493893328762] Predicted: 3.668065328498238 Movie Vector: [1.9472748739320012, 0.06595777860807193] User Vector: [1.821683689838332, 0.00690764684186343] Predicted: 3.547774490515019 Movie Vector: [2.1381436017830366, 0.22948558259639878] User Vector: [1.062778377477494, 0.1875123843574447] Predicted: 2.3154041766851687 Movie Vector: [1.3088775583401966, 0.675534764526289] User Vector: [1.9353971184654268, 0.5311035233846058] Predicted: 2.891976748444382 Movie Vector: [1.7818742828095417, -0.7370669422372506] User Vector: [-0.1266737774071116, -0.39354107047641096] Predicted: 0.06434936719275003 Movie Vector: [1.046573303239001, -0.17943326945372884] User Vector: [1.4872375268423683, -0.8834471032657373] Predicted: 1.7150228932968172 Movie Vector: [1.9658181020516123, -0.6675457059576277] User Vector: [1.2733932156304353, -1.1351825125631911] Predicted: 3.261045646055771 Movie Vector: [0.82466874125033, -0.4099286588612664] User Vector: [1.801506646810016, -0.23891119604261665] Predicted: 1.5835827649596097 Movie Vector: [1.77315981773727, 0.11566461000190045] User Vector: [1.927545296585804, 0.1983137088545479] Predicted: 3.440783744567108 Movie Vector: [0.7572247660675441, -1.3487989050660043] User Vector: [0.4366599967234335, -0.1385929167172972] Predicted: 0.5175837381881508 Movie Vector: [1.218177036408822, -0.9881068741803738] User Vector: [1.27091618320013, 0.3165305996250093] Predicted: 1.2354348481968385 Movie Vector: [2.3749739543561454, 0.04835224912946124] User Vector: [1.6983040728345762, -0.6478584142875355] Predicted: 4.002102528110832 Movie Vector: [1.7301533831450502, -0.49260066847190614] User Vector: [1.5660856785168575, -1.2978026666904048] Predicted: 3.3488668961372685 Movie Vector: [0.9568928038197504, -0.17001745511435498] User Vector: [0.39340555483745654, -0.5761926798362837] Predicted: 0.47440975748796366 Movie Vector: [1.3530314026228032, -0.10389680627669264] User Vector: [1.7494344434036713, -0.501084909948651] Predicted: 2.4191008605722213 Movie Vector: [1.742151209415865, 0.014788852203013972] User Vector: [1.7843795180893303, 0.5366890200103919] Predicted: 3.116595950092139 Movie Vector: [0.7774627299571399, -0.9788015276548883] User Vector: [1.9564332965594557, -0.39773570617356696] Predicted: 1.9103582885277444 Movie Vector: [0.991122905153947, -0.1523251590951478] User Vector: [1.5099644206776146, 0.5445160273888083] Predicted: 1.4136168327992358 Movie Vector: [0.9455697417635265, -1.3594317732711572] User Vector: [2.1544082314489708, -0.940584566940834] Predicted: 3.3158037808122804 Movie Vector: [0.650428435721936, -1.1791124915129512] User Vector: [1.6418734276900158, -0.6978870227064147] Predicted: 1.890808471363746 Movie Vector: [0.8025315998601522, 0.036217124894190114] User Vector: [1.6584883150809764, -0.11573494021937789] Predicted: 1.3267976940667574 Movie Vector: [2.435752195692331, 0.5007031885122095] User Vector: [1.8898815991397981, -0.48806805039591694] Predicted: 4.358906025659124 Movie Vector: [2.047596278954457, 0.1287822022389675] User Vector: [1.9756653568498057, -0.29502434817743023] Predicted: 4.007371147872486 Movie Vector: [0.6149528987496665, 0.1922542884887164] User Vector: [1.725702163734568, -0.5913094703522845] Predicted: 0.947543766467926 Movie Vector: [1.9495678456452643, -0.2859745390528154] User Vector: [1.5321967770512843, -0.599992720638364] Predicted: 3.1587042114600905 Movie Vector: [1.9588748477701508, 0.9734520360464272] User Vector: [1.4728418650816235, -0.13001996409598932] Predicted: 2.7585446854753464 Movie Vector: [1.8239941809005424, -0.6360252631127323] User Vector: [1.7970919263688967, 0.4944300913334144] Predicted: 2.9634151873090264 Movie Vector: [2.115514562942994, -0.1251903122680673] User Vector: [1.6770850016878853, -0.018324294814841352] Predicted: 3.5501917685539595 Movie Vector: [1.4521786341409766, 0.4500252754995479] User Vector: [1.7711435662516004, 0.1482441707750025] Predicted: 2.6387304687010498 Movie Vector: [1.0838743682337226, -0.5571874391162119] User Vector: [1.6461514415405756, 0.1903444065905602] Predicted: 1.678163841258534 Movie Vector: [1.727090489152153, -0.6758451889536381] User Vector: [0.2122444098247533, -0.4679422224044246] Predicted: 0.682821801304347 Movie Vector: [2.4478717284433156, 0.52700642862396] User Vector: [1.614082642976297, -0.39425966894215214] Predicted: 3.743289889033075 Movie Vector: [1.641872770752468, -0.7239027903010173] User Vector: [2.0342696692306403, -0.7462978906642571] Predicted: 3.8802591037250376 Movie Vector: [2.3095069210780563, -0.10250973164724561] User Vector: [2.1724838116993537, -0.3193866785464872] Predicted: 5.0501066417592 Movie Vector: [1.7332786227539914, -0.3014574903629931] User Vector: [1.8727374854490126, 0.9957216529138285] Predicted: 2.9458080989713435 Movie Vector: [1.4597063363091003, -0.0027287465453159215] User Vector: [1.6915154647855342, 0.13725229434972686] Predicted: 2.468741315188234 Movie Vector: [1.121208552323025, -1.492999489890422] User Vector: [1.7253328290037766, 0.0019494251953450885] Predicted: 1.931547432660484 Movie Vector: [1.8533992390992706, -1.0384432153999261] User Vector: [1.8737803593124727, -0.7392449241895054] Predicted: 4.240526968232319 Movie Vector: [2.024759711753648, -0.36345067692178407] User Vector: [1.6339682974417293, 0.00949518545307327] Predicted: 3.3049421473622975 Movie Vector: [1.850723209721968, -0.6227643847164979] User Vector: [0.2620259595426858, 0.3860708909675259] Predicted: 0.2445063240049766 Movie Vector: [1.9810459072049076, -0.8460132466364917] User Vector: [2.2331445654132955, 0.5706358201522408] Predicted: 3.9411964386548166 Movie Vector: [1.8712370144378039, -0.1077746308605059] User Vector: [1.8775597928231706, -0.5570299666658156] Predicted: 3.57339308018654 Movie Vector: [0.6584959758447884, -1.1825416423000634] User Vector: [2.0403763144631633, 0.17121005719411214] Predicted: 1.1411165700704002 Movie Vector: [1.6095295789278214, 0.12999374582149112] User Vector: [1.968888235464891, -0.5593260416718298] Predicted: 3.0962749652913186 Movie Vector: [1.708680481048372, -0.8993780296582431] User Vector: [2.113876512464273, 0.09196656788407406] Predicted: 3.5292268255762993 Movie Vector: [1.6526937152679289, -0.9207123654585355] User Vector: [1.8194525248561206, -0.23913297981807868] Predicted: 3.227170444565527 Movie Vector: [2.109004915136285, -0.9798410531760717] User Vector: [1.301525759871149, -0.3253133270857778] Predicted: 3.0636795777686823 Movie Vector: [0.26071228194468105, -0.12574529948317653] User Vector: [2.003037073688292, -0.47799811341774506] Predicted: 0.5823223822251785 Movie Vector: [2.3157086555201563, -0.10786711774293466] User Vector: [2.4790507780809525, 0.10383502225222471] Predicted: 5.729558959704918 Movie Vector: [1.430777981721196, -0.5484494028804184] User Vector: [1.6087712750771785, -0.24067051185171084] Predicted: 2.4337901165219558 Movie Vector: [1.4924713540425454, 0.7259158004587928] User Vector: [1.8397678138186306, -0.21990016250762312] Predicted: 2.5861717577260452 Movie Vector: [2.382293341168975, -0.2771720682233438] User Vector: [-1.5120617453182899, -1.1658051297575482] Predicted: -3.2790460083478177 Movie Vector: [2.4850703835291634, -0.16741136522082567] User Vector: [2.2968630511882413, 0.45913314123159343] Predicted: 5.6310022375386195 Movie Vector: [2.4311639342792564, -0.11395078422927594] User Vector: [1.7988987320313883, 0.17914339381854597] Predicted: 4.353004188520278 Movie Vector: [2.1718301761972536, 0.3910547810144731] User Vector: [1.9471089761772724, 0.09467979022263312] Predicted: 4.265815015438347 Movie Vector: [-0.8583414468100325, -0.7389738352597831] User Vector: [2.066698407015774, -0.46801103206605243] Predicted: -1.428084993488169 Movie Vector: [2.1568345415025805, -0.2649184387892609] User Vector: [2.065827022167942, 0.12550511321431543] Predicted: 4.422398459528428 Movie Vector: [2.1179210680769636, -0.8678366798392878] User Vector: [1.682845664203794, 1.0379290565318817] Predicted: 2.6633813802098336 Movie Vector: [0.856684383609727, -0.7995084747472603] User Vector: [2.024830060717464, 0.13054066453435212] Predicted: 1.630271924885833
avg loss: 11.134973566200095: 59%|██████████████████████████▎ | 40983/70000 [01:06<00:54, 533.91it/s]
Movie Vector: [2.2037611052115533, -0.08096829054416187] User Vector: [0.9291241226604308, -0.055612212274230195] Predicted: 2.052070429194089 Movie Vector: [1.8405550180374972, 0.11691758925522464] User Vector: [1.6372919895242388, -0.2464103202060106] Predicted: 2.9847162867053405 Movie Vector: [1.8875092704243357, -0.37809889547092496] User Vector: [0.5822743877099633, 0.5989694498224654] Predicted: 0.8725786173345078 Movie Vector: [2.138594117251248, 0.27930185372371813] User Vector: [1.1742914353623397, -0.27736804829300055] Predicted: 2.433863345552459 Movie Vector: [1.6121738815019435, -0.004005092340138716] User Vector: [1.9761066652499575, -0.6288045657296315] Predicted: 3.188345973127534 Movie Vector: [1.4739384644164772, 0.7838904165099987] User Vector: [1.6528679447528258, -0.48949766078409945] Predicted: 2.052513115179481 Movie Vector: [1.9226588161084126, 0.27641378761104757] User Vector: [1.9347059402167592, 0.6103280520761831] Predicted: 3.8884825210947183 Movie Vector: [2.276513032807706, 0.10798455677203682] User Vector: [1.9322444420892233, 0.4010329990060093] Predicted: 4.442085025634996 Movie Vector: [1.4774341487266078, -0.18091970024455312] User Vector: [1.5859071234521027, -1.3636090948600692] Predicted: 2.589777089589751 Movie Vector: [2.3100591285318797, -0.31698858466137675] User Vector: [1.9258941921007324, -0.5198673880418805] Predicted: 4.6137214865958285 Movie Vector: [1.4605942708822748, 0.33823818536540506] User Vector: [1.8039805771316388, 0.0009774336066784902] Predicted: 2.6352143011108096 Movie Vector: [0.6480135216975011, 0.1567852341855123] User Vector: [1.7692826364496355, -0.1768769923159894] Predicted: 1.1187873714616765 Movie Vector: [2.3875529691169133, 0.2077499555735507] User Vector: [2.181727901267913, -1.074409227343799] Predicted: 4.985782459228931 Movie Vector: [2.1924953143873007, 0.08265899825271882] User Vector: [1.9624655702834657, 0.12914911944590307] Predicted: 4.31337190433152 Movie Vector: [1.8743351440789457, -0.035940728295448005] User Vector: [2.033370614852177, 0.221505060653204] Predicted: 3.803256951153846 Movie Vector: [2.261701189774683, -0.5784987256524121] User Vector: [1.985787083327366, -0.7798174520115254] Predicted: 4.9423804112308805 Movie Vector: [2.3871117506294164, 0.27393284011868785] User Vector: [0.8250925175351408, -1.335920623762549] Predicted: 1.6036355133241382 Movie Vector: [0.3937153058341029, 1.1755447021709626] User Vector: [1.8359370308616452, -0.8354050083336511] Predicted: -0.2592194221158649 Movie Vector: [1.9367612998018415, -0.5268554762373341] User Vector: [2.295281555670944, 0.8880487335356629] Predicted: 3.9775391507435574 Movie Vector: [1.860762401121092, 0.16232642422687868] User Vector: [1.7058846618748316, -0.5467566035959746] Predicted: 3.0854929950816863 Movie Vector: [1.0061776810772627, -0.32070889821497517] User Vector: [1.7879522398938894, 0.018046888592384104] Predicted: 1.7932098408566595 Movie Vector: [0.9499486173969526, -0.1904777514339312] User Vector: [1.4603372274667037, -1.0907333012891247] Predicted: 1.5950057568089553 Movie Vector: [2.0881292628558157, -0.5103371292118697] User Vector: [1.9140255820446885, -0.17426008469207627] Predicted: 4.085664219080121 Movie Vector: [-0.2850568083730779, 1.492521572286626] User Vector: [1.9365178532436607, -0.3453488755812718] Predicted: -1.0674582453731007 Movie Vector: [1.4064103980052955, -0.26485856166886107] User Vector: [1.7706159522409277, -0.7072044735409503] Predicted: 2.6775218457735286 Movie Vector: [2.1511222978965567, 0.08195999105269411] User Vector: [1.7717819090535214, -0.4293395359854494] Predicted: 3.776130907046824 Movie Vector: [2.0807509050504804, -0.5096653757786305] User Vector: [1.8501347999873456, 0.008709111774787594] Predicted: 3.8452309268136635 Movie Vector: [2.47608675895536, 0.12987196682757815] User Vector: [1.571892304411982, 0.16605263960943084] Predicted: 3.913707304361324 Movie Vector: [1.5800133957788796, -0.4070369764497726] User Vector: [0.7883484439880963, 0.5456848084646725] Predicted: 1.0234872075105943 Movie Vector: [2.35040230999594, -0.03713105134234837] User Vector: [1.7670973428028778, -1.1306900853256363] Predicted: 4.195373388122081 Movie Vector: [2.382890116366877, 0.09391353381779033] User Vector: [1.1958605578700643, -1.0937574128375813] Predicted: 2.746885680122575 Movie Vector: [1.75478273140446, 0.008155017610357555] User Vector: [1.770316731057297, -0.6812751675738382] Predicted: 3.100965417786674 Movie Vector: [1.6671660645855182, -0.24970518169812] User Vector: [1.8962352802168299, 0.406404894388543] Predicted: 3.059857701651013 Movie Vector: [1.9898118466795596, -0.6416548227153022] User Vector: [1.9622818381612592, -0.24991894591439093] Predicted: 4.06493334503131 Movie Vector: [2.043405942114112, -0.3128651700937865] User Vector: [1.6629215477936037, 0.2643174877726716] Predicted: 3.315328036260287 Movie Vector: [2.7635040555828914, -0.12955657267108361] User Vector: [1.8560226379924287, -0.8581428154309169] Predicted: 5.240304129375278 Movie Vector: [2.2219761927427055, 0.04181520553001547] User Vector: [1.871859420610994, -0.15091301626342524] Predicted: 4.1529166099665735 Movie Vector: [1.3337575537308501, -0.48258056651532116] User Vector: [1.9416013437145443, -0.6903174649602711] Predicted: 2.9227592518291905 Movie Vector: [1.828580249734244, -1.4618412851707847] User Vector: [2.040762430500883, -0.2875548183902659] Predicted: 4.152057380086245 Movie Vector: [2.0797900098602073, -0.6327879038952973] User Vector: [1.0299504280583842, -0.3732402746643376] Predicted: 2.378262541981223 Movie Vector: [2.7434336098973304, -0.12027688587470368] User Vector: [1.884342303290904, -0.07216426267952097] Predicted: 5.1782477001861515 Movie Vector: [0.3407194753033375, -1.2589024647261953] User Vector: [2.242302657148288, -0.05878615589770235] Predicted: 0.8380022213662399 Movie Vector: [-0.035597865360342984, -0.001677694197836102] User Vector: [0.23759012536009017, 1.088320315444667] Predicted: -0.010283569972124176 Movie Vector: [1.775196521363627, -0.16652338381537451] User Vector: [1.732100755593456, 0.2291383904075445] Predicted: 3.03666233584814 Movie Vector: [1.419844987031811, 0.07546741261529193] User Vector: [1.6508462399251396, 0.23553386046340352] Predicted: 2.361720889150488 Movie Vector: [2.2157531550676834, 0.6366127350043485] User Vector: [1.5691564122762125, -0.597774228659095] Predicted: 3.0963125846739232 Movie Vector: [2.108606154106394, -0.6432304895772989] User Vector: [1.312743060931671, -0.550021683920482] Predicted: 3.121848814067288 Movie Vector: [-0.014104806717387688, 0.0967747660074021] User Vector: [0.8824799674187365, 0.2318368204350068] Predicted: 0.00998874467709002 Movie Vector: [2.075866324078055, -0.3631536902772706] User Vector: [1.7180150600739674, 0.5220041292431906] Predicted: 3.3768018815918475 Movie Vector: [2.0905818015469495, -1.1823234955108786] User Vector: [1.0226474422063885, 0.9201012975299097] Predicted: 1.050070749755554 Movie Vector: [1.5090939805651375, -0.7649336562445009] User Vector: [1.8025575823848576, -0.22972084113605998] Predicted: 2.895950000124804 Movie Vector: [1.8772301232526154, 0.9588675179523518] User Vector: [2.208798344403071, 0.23309192407973006] Predicted: 4.369927063001019 Movie Vector: [1.2705714667908241, 0.4984903645376379] User Vector: [2.143112906534681, -0.8221854327477821] Predicted: 2.3131265930661384 Movie Vector: [1.4653014010418648, 0.24135370180706148] User Vector: [2.0314179458537724, -0.2427676272352] Predicted: 2.9180466966489877 Movie Vector: [1.1063052581581492, -0.22934014558227397] User Vector: [1.9498674679327779, -0.8233801796972529] Predicted: 2.3459827627668757 Movie Vector: [0.9508548772405558, 0.31569631938976284] User Vector: [2.5319069368198432, -0.24400304507017959] Predicted: 2.3304451963457935 Movie Vector: [1.4045488261747796, -0.02652692693854558] User Vector: [1.0119028153213483, -0.3898867731679282] Predicted: 1.4316094094086853 Movie Vector: [2.07838729176778, -0.16106217097928308] User Vector: [1.632592246546145, -0.21870161440377994] Predicted: 3.428383534672665 Movie Vector: [1.832757082600741, -0.253920141065006] User Vector: [1.814003873793875, -0.7135079052356291] Predicted: 3.5058024755093333 Movie Vector: [1.6856072110600155, -0.3339462748619723] User Vector: [0.5592651480912286, -0.320705756680259] Predicted: 1.049799859287285 Movie Vector: [1.9386253719866016, -0.2816895773303336] User Vector: [2.015488339207108, 1.0941435350655888] Predicted: 3.599068001398695 Movie Vector: [1.5034933597163915, -0.7910292703088908] User Vector: [2.2102003786908857, 0.45690365087771295] Predicted: 2.961597431449135 Movie Vector: [1.6387142280597675, -0.9541570509296768] User Vector: [1.4629337898008585, -0.750250165838703] Predicted: 3.113186901752222 Movie Vector: [0.8947765969522827, 0.6298837980724008] User Vector: [2.0567477754757424, -1.04049275131858] Predicted: 1.1849402492620134 Movie Vector: [1.931255904531854, -0.07413118610707049] User Vector: [1.5088244035680403, -0.3779126648928591] Predicted: 2.9419411523859225 Movie Vector: [2.2068466354879637, -0.08741717838784716] User Vector: [1.6497717345839138, -0.5396012878062876] Predicted: 3.6879636238241265 Movie Vector: [1.929780864574411, 0.13559561504867979] User Vector: [2.0885662799283216, -0.2160877993538758] Predicted: 4.001174683343133 Movie Vector: [1.5117824392416543, -0.30694537267617233] User Vector: [1.5226306155091904, -2.165520757150682] Predicted: 2.9665828018201084 Movie Vector: [1.6162350237112226, 0.21048560215917433] User Vector: [1.4248405322170028, 0.1477615890140187] Predicted: 2.333978858412071 Movie Vector: [2.087446671053528, -0.8188246408991172] User Vector: [2.0146807163139204, -0.5439013657730455] Predicted: 4.650898395018884 Movie Vector: [-0.988445503742937, -1.6428107628673012] User Vector: [1.6114051055919012, -0.649725507826031] Predicted: -0.5254100741647008 Movie Vector: [1.8671087608657289, -0.6921246332449711] User Vector: [1.9842283542694572, -0.5261189085834252] Predicted: 4.068910000461239 Movie Vector: [1.0792744100517544, -0.6873286904984782] User Vector: [1.3650341113848066, -0.7293755171806907] Predicted: 1.9745671043708124 Movie Vector: [-0.6699561556362144, 0.2987965274971331] User Vector: [1.7187338041884224, -0.27775057206391374] Predicted: -1.2344671984591211 Movie Vector: [1.8630019821616202, -0.05298668215864384] User Vector: [2.043806703611355, 1.010280163296763] Predicted: 3.754084546079373 Movie Vector: [2.643523620562611, -0.11645065393050381] User Vector: [2.0206626485002546, -0.03950969264275779] Predicted: 5.34627037004387 Movie Vector: [0.7005962978494618, -0.5200844547176612] User Vector: [1.7838282599193616, -0.16920815725491936] Predicted: 1.337746007098457 Movie Vector: [1.0061884308886113, -0.9821781654959388] User Vector: [-0.6270848100651378, -2.161959163534482] Predicted: 1.492463604043908 Movie Vector: [1.729763553665431, -1.4419388138850424] User Vector: [1.6526603668118733, 0.12629347614211786] Predicted: 2.6766042039087363 Movie Vector: [1.1369334934425452, -0.2501253399764258] User Vector: [0.3019276314276965, -0.8621799732864077] Predicted: 0.5589246957050527 Movie Vector: [2.094086936799758, -0.24550676025175214] User Vector: [1.5947126808754242, -0.39473856254892115] Predicted: 3.4363779786079665 Movie Vector: [2.0857972965761205, 0.6282219553368542] User Vector: [1.0749272824668685, -0.10277568253627355] Predicted: 2.1775144795412924 Movie Vector: [2.031951216209836, -0.23640825385203068] User Vector: [0.9451191421898363, 0.1828596229377844] Predicted: 1.8772064662770724 Movie Vector: [1.860955767909373, -0.6904931648044793] User Vector: [1.3835501341244398, -0.20575094711034458] Predicted: 2.7167952249224037 Movie Vector: [1.3962824390598358, -0.1083380475459973] User Vector: [2.1181666893540236, -0.6438539684849987] Predicted: 3.0273128331969406 Movie Vector: [1.8360092066870273, 0.7109261014420494] User Vector: [2.05472224113998, 0.4207408478472125] Predicted: 4.0716046025950465 Movie Vector: [1.7523081640248146, 0.3880079922512174] User Vector: [1.8370364038551268, -0.7669124982564677] Predicted: 2.921485709405268 Movie Vector: [2.201356870658957, -0.32502446485977315] User Vector: [2.0614673438759876, -0.5468220532087983] Predicted: 4.715755846298189 Movie Vector: [2.163843946842522, -0.993547941205921] User Vector: [1.0635215644158138, -0.7095612334862009] Predicted: 3.006277802187397 Movie Vector: [2.2723541285565902, -1.018778419237322] User Vector: [1.2374418620120156, -0.3941464028097446] Predicted: 3.213453973194347 Movie Vector: [2.4517870670270567, 0.5207948644294844] User Vector: [1.5074319084694832, -1.018237348531564] Predicted: 3.165609275723859 Movie Vector: [2.0523382654749325, -0.8070675062793027] User Vector: [1.7602792347012877, 0.18095352350386068] Predicted: 3.466646722331668 Movie Vector: [2.211401971231079, -1.0252777448849348] User Vector: [1.4920650339610286, 0.19616234737329713] Predicted: 3.0984346681601562 Movie Vector: [1.1860342199858305, 0.031800465154862956] User Vector: [2.193505688042694, -0.4498338302379126] Predicted: 2.5872678827082396 Movie Vector: [1.2781568249888333, -0.38501292981461643] User Vector: [0.618684118055354, 1.3445409833736865] Predicted: 0.2731096647401192 Movie Vector: [2.4282291391525117, 0.08438042535115542] User Vector: [0.9999802978059171, 0.4911650239308194] Predicted: 2.4696260113476276 Movie Vector: [1.1837312744379884, -0.31891674188827784] User Vector: [1.7060030235054493, -0.57821297119121] Predicted: 2.2038509300990086 Movie Vector: [0.711327360338682, 1.5453940275389308] User Vector: [1.228791566372065, -0.839011137124357] Predicted: -0.42252973903675284 Movie Vector: [0.4593507765943955, 1.9199541833432912] User Vector: [1.8436709026857139, -0.30362698221341294] Predicted: 0.26394176625663157 Movie Vector: [2.193580063325402, -1.2461670016297997] User Vector: [2.3332736483021588, -0.49228365644942823] Predicted: 5.731690205307079 Movie Vector: [2.2680550325279567, -0.14707824323571345] User Vector: [1.8090081894804562, -0.160798261665618] Predicted: 4.126580053876572 Movie Vector: [1.9023706404533691, 0.06578750613524625] User Vector: [1.437462130844691, -1.0842355060831992] Predicted: 2.6632566044739794 Movie Vector: [2.079704030975019, -0.22716914175242062] User Vector: [1.1195742211398612, 1.1128783364087171] Predicted: 2.0755714041234565 Movie Vector: [1.2309880212053228, 0.540401415185353] User Vector: [1.614991657038057, -0.5546857924346467] Predicted: 1.688282396945491 Movie Vector: [1.5501214574708337, -1.1359519107046865] User Vector: [1.893681236581791, -0.6629938927140056] Predicted: 3.688565097649349 Movie Vector: [2.4139910522731642, -0.1945271182949166] User Vector: [1.5388451484281835, -0.3519980527681157] Predicted: 3.7832315859900083 Movie Vector: [1.7251459921975485, 0.3168561438084245] User Vector: [2.0842737384640264, -0.3664591431205118] Predicted: 3.4795616556013114 Movie Vector: [1.8997372982025837, -0.023010034590400543] User Vector: [1.4314959975532964, -0.1594589058717161] Predicted: 2.723135493719567 Movie Vector: [2.000355385585276, 0.6853502054213322] User Vector: [1.333700529899899, -0.7743578973682568] Predicted: 2.1371686937122334 Movie Vector: [1.581823621153762, -0.0518861342758443] User Vector: [1.5330933202985295, -0.9061429667078003] Predicted: 2.4720994831249774 Movie Vector: [0.6815365894990448, -0.9255589328846354] User Vector: [1.571229516559799, -0.15248915189306955] Predicted: 1.211988102739031 Movie Vector: [2.238725954402523, -0.4180928051636344] User Vector: [1.0682417748537585, -1.3850824935677806] Predicted: 2.97059361206092 Movie Vector: [2.1120589587240626, -0.26457994587847244] User Vector: [2.1246761840451662, -0.3590384592101824] Predicted: 4.582435745006369 Movie Vector: [2.147070944606643, 0.20439730613592255] User Vector: [1.9480285710988863, -0.7678655636626007] Predicted: 4.025605891582837 Movie Vector: [2.040628117025694, 0.056435846801831245] User Vector: [1.7532847956864182, -0.11895332129071635] Predicted: 3.5710890198144223 Movie Vector: [2.128584617357775, 0.1252093619986243] User Vector: [1.7845128011018527, 0.3940254679515739] Predicted: 3.8478221753568644 Movie Vector: [-0.2287346190492725, -0.33700249965323187] User Vector: [1.9245248076429657, 0.6678177265736036] Predicted: -0.6652616918951312 Movie Vector: [1.506710043338637, -0.20609196636454535]
avg loss: 11.113147065260616: 59%|██████████████████████████▍ | 41108/70000 [01:06<00:50, 570.55it/s]
User Vector: [1.7751280576068285, -0.07555644986426005] Predicted: 2.6901748499324643 Movie Vector: [1.9775904482201385, 0.003655882912196297] User Vector: [2.053064982167899, 0.03566795479695525] Predicted: 4.060252096176941 Movie Vector: [1.689076206755967, -0.49000556100220866] User Vector: [1.92286805801122, 0.31876828164645954] Predicted: 3.0916724548399213 Movie Vector: [0.7934868609332189, -0.10876112770120774] User Vector: [1.3524767660162427, -1.2061312806877709] Predicted: 1.2043527417946438 Movie Vector: [1.8596313627141141, -0.60963904946897] User Vector: [0.8039996107744812, -0.8763609414976627] Predicted: 2.0294067431725322 Movie Vector: [2.028435811040938, -0.8028935372277558] User Vector: [1.9601511716438642, -0.47362314952693707] Predicted: 4.356309797452899 Movie Vector: [0.9810883058527836, 0.23172004108423894] User Vector: [1.6223319435723895, -0.40177882039184776] Predicted: 1.4985506932823134 Movie Vector: [1.7144010814747135, -0.22102906918649623] User Vector: [2.2805696967569498, 0.5928445379653096] Predicted: 3.778775278099803 Movie Vector: [2.2087469708435967, -0.24042986998814103] User Vector: [2.5605561620983934, -0.234491125648728] Predicted: 5.711999337562828 Movie Vector: [0.8168413972593125, -0.8504313360710768] User Vector: [1.7433598086944357, -1.06909891386689] Predicted: 2.333243679771647 Movie Vector: [1.8925270931563478, -0.41336508832288044] User Vector: [1.4941259984933484, -0.11944293155676786] Predicted: 2.8770474706904494 Movie Vector: [0.2700673625836695, -0.634959617191327] User Vector: [1.780944011165173, -0.2536103879478919] Predicted: 0.6420072068516969 Movie Vector: [2.112156045099231, 0.620437789414338] User Vector: [0.3139471604784328, 0.18784551492176] Predicted: 0.779651848875715 Movie Vector: [2.1604815635165875, -0.6649655883083554] User Vector: [1.9582602057244005, -0.017775449838249885] Predicted: 4.242605133494905 Movie Vector: [2.257750736594015, -0.14616231986759326] User Vector: [2.5499967952692155, -0.7584444581660206] Predicted: 5.868113144327714 Movie Vector: [2.3599320178816665, -0.21653517805932654] User Vector: [2.0953660773160294, -0.986521389738704] Predicted: 5.158538079827614 Movie Vector: [1.7094865148213527, -0.6331672645281845] User Vector: [1.5710684917062219, -0.026911394265449126] Predicted: 2.702759814324202 Movie Vector: [2.1324678624261693, -0.20394503036779088] User Vector: [1.9556607138635036, -0.9740072937264536] Predicted: 4.369027569220833 Movie Vector: [0.7940904454347014, -0.08837409897542972] User Vector: [2.140970578972793, -0.9212654507218422] Predicted: 1.781540284843832 Movie Vector: [1.7616999074451198, -0.9543504694591947] User Vector: [-0.9625607939693164, 0.4387352080652449] Predicted: -2.1144504134313897 Movie Vector: [2.2131330513143412, -0.22177047970670627] User Vector: [0.7915908990364349, 0.07945814388521415] Predicted: 1.7342745110911393 Movie Vector: [0.5394716786387822, 0.5960829412829497] User Vector: [2.4167870600885775, -0.8271577356041374] Predicted: 0.8107335562746136 Movie Vector: [1.9621169603265227, -0.4877004660891433] User Vector: [1.4700834693069378, 0.160712716196935] Predicted: 2.8060960416271006 Movie Vector: [-0.1143736323459233, -0.03041408784604817] User Vector: [1.5182735688078857, -0.5979503792710521] Predicted: -0.1554643475966384 Movie Vector: [1.7405170333224178, -0.628197934207491] User Vector: [2.0895661130292575, -1.0173900694032945] Predicted: 4.276047751863105 Movie Vector: [1.8362540936852954, -0.5520442294696933] User Vector: [1.6916278227391457, 0.2377014777494026] Predicted: 2.975036785368723 Movie Vector: [1.714942864408991, -0.35100203489473075] User Vector: [1.5910729727432928, -0.22081458780240926] Predicted: 2.806105611013198 Movie Vector: [1.4324687068092705, -0.478212103973848] User Vector: [2.550618614154908, -0.41814279519789893] Predicted: 3.853642293635228 Movie Vector: [1.5175340057951356, -0.7660092666516201] User Vector: [-0.9371352881548246, -0.33189428045470826] Predicted: -1.1679005734285917 Movie Vector: [1.9632900633386463, 0.2361779105570362] User Vector: [2.184446596034238, -0.17235336474196758] Predicted: 4.247996238325717 Movie Vector: [1.8856285416617424, 0.4331382314354349] User Vector: [1.5557328868964944, -0.25159119965139815] Predicted: 2.824560567472123 Movie Vector: [2.1466658052442873, -0.9615066103944298] User Vector: [1.8362338646274154, -0.2081112180224398] Predicted: 4.141880759453052 Movie Vector: [1.4315287003350219, 0.38900168258479095] User Vector: [2.260118844453076, -0.12461403993648056] Predicted: 3.1869499207936243 Movie Vector: [2.5020204843308447, 0.3512295619851079] User Vector: [1.8261389733678435, -0.8567418313578913] Predicted: 4.268124060439092 Movie Vector: [2.2187094424943923, 0.24370029867427484] User Vector: [1.8864601432630466, -0.28747930755071577] Predicted: 4.115448139634262 Movie Vector: [2.0712468354500997, -0.45768758812791316] User Vector: [1.6876831271278323, -0.3847781503481893] Predicted: 3.6717165199032333 Movie Vector: [1.7744834684360744, -0.7049968981571638] User Vector: [1.6204797948617997, -0.2917210643599988] Predicted: 3.08117705241785 Movie Vector: [1.7603812235644196, -0.46375197179393984] User Vector: [1.41483666814131, -0.7610919424013] Predicted: 2.8436097940114884 Movie Vector: [2.167949305545725, 0.21309967844800037] User Vector: [2.518486637118352, -0.7147859737424168] Predicted: 5.30763069480327 Movie Vector: [2.0120022432419544, -0.8228204117958553] User Vector: [1.847278798628816, -0.6170233447481323] Predicted: 4.224428489347795 Movie Vector: [2.0199332600569906, -0.10995179205673511] User Vector: [1.3856215539953838, -0.40300110148803736] Predicted: 2.843173756076577 Movie Vector: [1.524795666408036, 0.12857965597299242] User Vector: [1.7388823079245324, -0.06578704429198699] Predicted: 2.642981331994387 Movie Vector: [2.070243373761096, -1.2879798739282364] User Vector: [0.6615217394949693, -1.5812174358419284] Predicted: 3.4060872314571906 Movie Vector: [1.7850216280608715, -0.39095461149443045] User Vector: [2.239793676854641, 0.022770883053050445] Predicted: 3.989177773842126 Movie Vector: [1.2467680440213404, -1.1418246427577219] User Vector: [1.9686499733951826, -0.7705819817380403] Predicted: 3.334319372706151 Movie Vector: [1.9850855274971682, -0.5507924814157275] User Vector: [1.613180603591458, -1.3669488781293884] Predicted: 3.9552066339818803 Movie Vector: [1.5316739864972897, 0.08271857799880655] User Vector: [1.6946265601873207, -0.1035303405872238] Predicted: 2.5870515365131954 Movie Vector: [1.8555498684364247, -0.4468056850176817] User Vector: [-0.7986098509088558, -1.934834740528597] Predicted: -0.617365242148072 Movie Vector: [1.811391807758929, -0.8734422940456814] User Vector: [2.0531575913704923, -0.610745768497761] Predicted: 4.252524026161941 Movie Vector: [-0.9814606042713608, 0.7420073891434991] User Vector: [1.0733770149042714, -1.0672617035232488] Predicted: -1.8453933238230646 Movie Vector: [1.921850966909925, 0.7285037254409218] User Vector: [2.136694623692991, 0.0358225571706064] Predicted: 4.13250549488922 Movie Vector: [2.490273822436511, 0.48662280163423904] User Vector: [2.0349903992822425, -0.6289508494492957] Predicted: 4.761621495792941 Movie Vector: [1.0183702070914733, -0.5185373306246416] User Vector: [1.6228389962196694, -0.8289457508950399] Predicted: 2.0824902015580964 Movie Vector: [2.158134878475511, -0.11653361771565374] User Vector: [2.002642892910463, 0.4789538266734359] Predicted: 4.266159254180156 Movie Vector: [0.8366874712044589, 0.36826615591608086] User Vector: [1.6955207057161912, -0.06957533881560345] Predicted: 1.3929986890682982 Movie Vector: [1.3115936609325196, -1.0250474826739502] User Vector: [2.261047701192015, -0.45125228793230454] Predicted: 3.428130853745362 Movie Vector: [2.250691755252933, -0.1651036612133729] User Vector: [2.0990880864999655, -0.3880264147390905] Predicted: 4.78846483155605 Movie Vector: [-0.8053198628179371, -1.7166478132980547] User Vector: [1.8715540853712478, -0.037916519777598114] Predicted: -1.4421103685234369 Movie Vector: [2.2795643656780338, 0.612303687860302] User Vector: [2.33461993408476, 0.21406601563839328] Predicted: 5.452989819962169 Movie Vector: [1.0140099439990131, -0.5209393003807374] User Vector: [0.9083278968514681, 0.7803774123605968] Predicted: 0.5145242565910391 Movie Vector: [2.2546476089660605, -0.424164820695311] User Vector: [1.8769643203100843, 0.9949865079621341] Predicted: 3.8098548431577264 Movie Vector: [1.5868207620359556, 0.5993385487895538] User Vector: [1.8292768468271305, -0.5542490914258373] Predicted: 2.570551633933867 Movie Vector: [2.094640951389394, -0.30472148529060367] User Vector: [1.1272832451242272, -0.3915004451239476] Predicted: 2.4805522461824365 Movie Vector: [1.8091887138935858, -0.8827517472279924] User Vector: [1.14423354569952, -0.1572497469233618] Predicted: 2.2089469057857696 Movie Vector: [1.861619555010318, 0.5846919022429943] User Vector: [1.9999274837076204, 0.1971526109192816] Predicted: 3.838377647383253 Movie Vector: [1.4244834855899342, -0.4393561288888208] User Vector: [1.9654132457453495, -0.14097455692935335] Predicted: 2.8616367465282586 Movie Vector: [2.1349421237581834, -0.9601778963995622] User Vector: [1.92449631313914, 0.1574910653575687] Predicted: 3.957468806101313 Movie Vector: [1.074728401601567, -0.46877387312627106] User Vector: [1.2214680864674583, -0.06635320908390346] Predicted: 1.3438510949931148 Movie Vector: [1.4670765889215, -0.5266299480363597] User Vector: [1.8959663949929595, -0.36150294129832167] Predicted: 2.971906186666991 Movie Vector: [2.4290018382735927, -0.19796071097840834] User Vector: [1.1195672687174314, 0.5839972573412708] Predicted: 2.6038224415128677 Movie Vector: [0.32750808068380083, -0.4325595590212912] User Vector: [1.3901903796752668, -0.9123029117543496] Predicted: 0.8499239282348324 Movie Vector: [1.9268700013146811, -1.0068028642733273] User Vector: [1.8780479096331064, -0.013082126426731953] Predicted: 3.6319253004609977 Movie Vector: [0.898931635848129, 0.3458050642603127] User Vector: [1.6766202082986028, 0.42340141065729275] Predicted: 1.6535812985621459 Movie Vector: [1.3820822319132993, -0.6324824827347826] User Vector: [1.6247077602424584, -0.015224754245774784] Predicted: 2.255109117847149 Movie Vector: [1.7904925447449191, 0.09846240547688391] User Vector: [2.034343983321045, -0.5540395045613801] Predicted: 3.587925673234678 Movie Vector: [1.682691216750128, -0.3401548323246596] User Vector: [0.1573928785647919, 0.39324167089159134] Predicted: 0.1310805597147966 Movie Vector: [-0.20686375256999268, -1.1176202840505622] User Vector: [1.1275404596620426, 0.04248837641312352] Predicted: -0.2807331219758669 Movie Vector: [2.135845888545563, 0.11560396663532112] User Vector: [1.7800675723919834, -0.5447625411139255] Predicted: 3.7389732951995924 Movie Vector: [1.3037332734526812, -0.6753906205711576] User Vector: [1.3647634749256803, -0.42604828889843893] Predicted: 2.06703657088591 Movie Vector: [1.8414854994086252, -0.7170586985273814] User Vector: [1.7310854347605047, 0.4443533389080329] Predicted: 2.8691412994652548 Movie Vector: [2.1710247565084155, -1.1167060295695321] User Vector: [2.0595586131543486, 0.5951854579731063] Predicted: 3.806705547007559 Movie Vector: [2.356548863206535, -0.7691412451433177] User Vector: [1.9747755036866717, -0.27777885768533506] Predicted: 4.867306144775526 Movie Vector: [2.3042518592552024, -0.11927612170834098] User Vector: [0.8954763890720585, 2.191220177372218] Predicted: 1.8020428898724046 Movie Vector: [1.9621284571123287, -1.2324746061429144] User Vector: [1.75190411236231, -0.2332706080885868] Predicted: 3.7249610138269023 Movie Vector: [1.8549249251381719, -0.38958681620104485] User Vector: [1.9307546377758489, -0.05173533755226546] Predicted: 3.601560307378618 Movie Vector: [2.193848690280475, -0.17652934859786235] User Vector: [2.032210626431363, -0.8404501446264715] Predicted: 4.6067267377303995 Movie Vector: [2.3270157666378437, -0.0883456303719131] User Vector: [-0.45976066727812015, 0.3320886032832775] Predicted: -1.0992088986325108 Movie Vector: [1.679444690833609, -1.4457840952448227] User Vector: [1.8299449440891167, -0.6832816667919563] Predicted: 4.061169087288455 Movie Vector: [1.7492218545179954, -0.7246389371738508] User Vector: [1.646756861851422, -0.8455985603641898] Predicted: 3.493296733886023 Movie Vector: [1.482023731487126, -0.46299981904535625] User Vector: [1.6467840360539443, -0.9194781047322952] Predicted: 2.8662912181733162 Movie Vector: [2.227039200012862, -0.08071514636978802] User Vector: [1.7790411293931105, -0.26780745346323664] Predicted: 3.9836104513988166 Movie Vector: [2.078744054830773, 0.6399289054763836] User Vector: [2.327533796191454, 0.5303265374204644] Predicted: 5.177718321887244 Movie Vector: [2.333865868685056, -0.4455008451289076] User Vector: [1.570670368123078, -0.9073755489774292] Predicted: 4.069970537036196 Movie Vector: [2.1648652075982535, 0.010541386144977634] User Vector: [1.805155649033168, -0.5434046336026552] Predicted: 3.9021904208155735 Movie Vector: [1.7100935332940077, -0.27169091678873747] User Vector: [1.3982896045587498, -0.14347902781559385] Predicted: 2.430187959035329 Movie Vector: [1.9888389508910123, 0.0005669967974274437] User Vector: [2.297239114332969, 0.8875162205712365] Predicted: 4.5693418489505095 Movie Vector: [1.901410950357384, -0.8954256662886095] User Vector: [1.9784385433186973, -0.5239726646875987] Predicted: 4.231003283270193 Movie Vector: [1.6777407149698491, -0.8321791397755878] User Vector: [1.3094598154817194, -1.368536663990627] Predicted: 3.3358017108416593 Movie Vector: [-0.48645128651298963, -1.1889253739881602] User Vector: [1.7470903347923856, -0.12407354732991648] Predicted: -0.7023601523529072 Movie Vector: [1.5314591125963077, -0.20714538434334476] User Vector: [1.7033030452694784, 0.38924848063666156] Predicted: 2.5279079440644394 Movie Vector: [1.9591484525385103, -0.1273325849927579] User Vector: [1.9554797570037081, 0.19431404943137165] Predicted: 3.80633262968969 Movie Vector: [1.7012162386011354, -0.6125371315588374] User Vector: [2.0534184015807204, 0.13969785270738105] Predicted: 3.407738607429201 Movie Vector: [2.04378931856606, -0.6281980266031865] User Vector: [2.0421727686439137, -0.7589032047732175] Predicted: 4.650512386842278 Movie Vector: [0.08869029831572989, -0.2268547967861892] User Vector: [1.6319712080090905, 0.14413165328359778] Predicted: 0.11204305636490025 Movie Vector: [1.6309819753073584, 0.1245623148482212] User Vector: [1.6849084470231237, -0.9869842669389605] Predicted: 2.6251142621291366 Movie Vector: [0.5448053214198455, 1.1938846613357685] User Vector: [2.4884748883160035, -0.7177359938388659] Predicted: 0.4988403674414087 Movie Vector: [2.4349728781780824, 0.14131962071793208] User Vector: [2.0615937473552215, -1.0701855561616966] Predicted: 4.868686643736902 Movie Vector: [1.9840780581154895, -0.6409245594237808] User Vector: [1.057810007706016, -0.3435529198307676] Predicted: 2.318969129725771 Movie Vector: [1.525164425347875, -0.4465777403765484] User Vector: [1.7430480075376882, -0.49846929654566696] Predicted: 2.881040104868428 Movie Vector: [0.8692719485239291, -0.4080723598950429] User Vector: [1.8319952362139718, -0.057935219585337934] Predicted: 1.6161438304475013 Movie Vector: [0.9273751934705754, 0.04334234438746408] User Vector: [1.5719692214382233, -0.43626103014589] Predicted: 1.4388966850496492 Movie Vector: [2.388710742630836, 0.07831469224252416] User Vector: [1.3989090071351504, 0.17840371988157178] Predicted: 3.355560605724217 Movie Vector: [1.6067718584774036, -0.769679023699565] User Vector: [1.9443543930952933, 0.6117151756689901] Predicted: 2.653309582541312 Movie Vector: [1.5814691377993892, -0.8876345430833362] User Vector: [1.5953851197248812, -0.43516665115578135] Predicted: 2.909321281313051 Movie Vector: [1.1602331280623601, 0.7076010695554208] User Vector: [1.6060362736911764, -0.22387716743141597] Predicted: 1.7049607664828224 Movie Vector: [1.6033121328923534, -0.9922552469008626] User Vector: [1.6021729957065205, 0.9079712548062616] Predicted: 1.6678441613920798
avg loss: 11.09584786879441: 59%|███████████████████████████ | 41229/70000 [01:06<00:50, 565.91it/s]
Movie Vector: [1.75399099856946, 0.518280000050766] User Vector: [1.8636592714878217, 0.03094359551718456] Predicted: 3.2848790332763738 Movie Vector: [1.8138754904127095, -1.126995311031207] User Vector: [2.164362598697267, -0.36401001996959736] Predicted: 4.336121855817043 Movie Vector: [1.340133614947647, -0.14648513712423578] User Vector: [0.8924834845754976, 0.00614451286618331] Predicted: 1.1951470386554697 Movie Vector: [1.3851879339636426, -1.6294710321544212] User Vector: [1.4957555982615176, -0.5012949744370329] Predicted: 2.88874824628016 Movie Vector: [0.9272098525556606, 0.04118592604512383] User Vector: [1.9723126267796036, -0.8356304162159911] Predicted: 1.794331487346656 Movie Vector: [1.9389120090998504, 0.2381013449323817] User Vector: [2.0383843302281313, -0.1634811661835116] Predicted: 3.9133227715008707 Movie Vector: [0.8005152132851144, -0.2995004619791505] User Vector: [2.4617975561718377, -0.7527346137673085] Predicted: 2.1961507603146786 Movie Vector: [1.7224201853527796, -0.6575535944900761] User Vector: [2.1792832597907927, -0.6485960247686008] Predicted: 4.180128123723635 Movie Vector: [1.019307209166574, -0.26143132315704987] User Vector: [0.3313735969741307, -1.4559319609844061] Predicted: 0.7183977153099819 Movie Vector: [0.5847029205428914, 0.28818993705013973] User Vector: [1.76087162847906, 0.4904113785933648] Predicted: 1.1709184081983177 Movie Vector: [2.1519824559792715, -0.2713264190815097] User Vector: [1.949641325971228, -0.6456288568223386] Predicted: 4.37077009471954 Movie Vector: [1.8129591388094595, 0.7266781095132705] User Vector: [1.9339667256763635, -0.9043278637429566] Predicted: 2.849047387063464 Movie Vector: [0.8773617328036637, -1.0534537684030576] User Vector: [0.26568885405993303, -0.22815768691867114] Predicted: 0.4734588084592417 Movie Vector: [1.8864000146511286, -0.5268173983272796] User Vector: [1.7171819730897995, 0.19790121679661402] Predicted: 3.1350342950366565 Movie Vector: [1.8985587977424336, -0.4062402369590188] User Vector: [2.1130356842732922, 0.069442781760304] Predicted: 3.983512036203363 Movie Vector: [1.745047134708531, -0.5605297376484079] User Vector: [1.2285516234844505, -1.0672384023439492] Predicted: 2.742099352077214 Movie Vector: [1.5873089818615984, 0.8523157631803144] User Vector: [2.1377030434683455, 1.0763852776506344] Predicted: 4.310615380847035 Movie Vector: [2.241233395533416, -0.39821695622922026] User Vector: [2.0721290770001435, 0.6256512839823062] Predicted: 4.394979937260218 Movie Vector: [2.399600506038196, -0.48347571488239605] User Vector: [2.131426653508641, 0.4504417712685356] Predicted: 4.896794818965685 Movie Vector: [0.021186414374775864, 1.132270710833003] User Vector: [1.6719404859516307, 0.08216714445723358] Predicted: 0.12845787500704528 Movie Vector: [2.398945033454504, -0.15160712821415448] User Vector: [2.072986334254774, -0.5473188467989474] Predicted: 5.055957709560219 Movie Vector: [1.2756933988815626, -0.6707309382307621] User Vector: [1.8089977491677558, 0.5141319094894051] Predicted: 1.9628823091787089 Movie Vector: [0.737356019173884, -1.175924415647804] User Vector: [1.8867473253883542, -0.128511869001777] Predicted: 1.5423247414950514 Movie Vector: [0.6285935476231083, -0.5421902969167766] User Vector: [0.9035424224175514, -0.9388627418034581] Predicted: 1.0770032054779417 Movie Vector: [1.500710219846796, 0.489884276289082] User Vector: [-0.1711231966345802, -1.191339758363252] Predicted: -0.8404249453825587 Movie Vector: [0.9476004163401219, -0.9306180677947375] User Vector: [1.1536601059555511, -1.0946427090996136] Predicted: 2.111903079586349 Movie Vector: [2.1051511332101445, -0.5399225253650894] User Vector: [1.7960891157108974, -0.15996048892773984] Predicted: 3.8674053084257016 Movie Vector: [2.3435360480793075, -0.32602519674328245] User Vector: [1.8325099912542833, 0.19886138264254385] Predicted: 4.229719401569233 Movie Vector: [1.0705582386248216, 0.3491498251948568] User Vector: [2.228916837598279, 0.01396109825669673] Predicted: 2.391059798716275 Movie Vector: [2.116754556961031, -1.2299580407952435] User Vector: [1.0550673814046403, -0.20748117816195696] Predicted: 2.4885118308831835 Movie Vector: [2.14341254139315, -0.8521142987490435] User Vector: [1.5013851385185304, -0.7169067655389243] Predicted: 3.828974241147555 Movie Vector: [0.8340292019960325, -0.5327414667939437] User Vector: [1.5838827253664611, 0.33176502647932055] Predicted: 1.1442594586551658 Movie Vector: [2.4143857196468477, -0.07807130130212686] User Vector: [1.8158878202483648, 0.5250676839571519] Predicted: 4.343260904330065 Movie Vector: [1.8340058705394608, -0.5033573388561734] User Vector: [1.218219631794988, 0.45226560276565175] Predicted: 2.006570746054127 Movie Vector: [1.1483896304721637, -0.5856964676186411] User Vector: [1.828678082601654, -0.7266964325274814] Predicted: 2.5256584810938723 Movie Vector: [2.1768924352217836, -0.5092128101966703] User Vector: [1.9725537978019871, 0.1932043419213054] Predicted: 4.195655314611199 Movie Vector: [1.554906499125023, -1.3594783856057542] User Vector: [1.8046262089622112, -1.132884695061142] Predicted: 4.346157277125883 Movie Vector: [-0.8909540061716673, 0.4397951927194801] User Vector: [0.5053104333466514, -0.3522623296397268] Predicted: -0.605131634102257 Movie Vector: [1.9468827077078072, -0.19178733607018586] User Vector: [1.8164934505577284, -0.2011482388136986] Predicted: 3.575077372432617 Movie Vector: [1.519672752679046, -0.18869263273592793] User Vector: [2.0460983551182235, -0.5285313414697858] Predicted: 3.2091298898799643 Movie Vector: [2.300440667888385, -0.12559957820023143] User Vector: [1.9437237698837184, -0.5817755876514327] Predicted: 4.544491975798043 Movie Vector: [1.8415025386972625, -0.31172426373201034] User Vector: [1.5460112095845022, 0.16354189485788598] Predicted: 2.796003590540374 Movie Vector: [-1.7846346735013772, -0.6156417077837941] User Vector: [1.3438706773792857, -0.6488215280739942] Predicted: -1.9988766139624912 Movie Vector: [1.5856959231499141, 0.1548761157465802] User Vector: [1.1849491005869568, 0.09683761455648361] Predicted: 1.8939667915415677 Movie Vector: [1.4672615171894017, 0.08223254805171097] User Vector: [1.1216350576371286, -0.46345803378025896] Predicted: 1.6076206213686886 Movie Vector: [1.35407559338351, -0.22002421823310292] User Vector: [2.624514083507881, -0.4428118910779289] Predicted: 3.6512198051280564 Movie Vector: [1.5419290652692137, -0.6563189504566022] User Vector: [1.3890714323298248, -0.7306927887483048] Predicted: 2.6214171394619896 Movie Vector: [1.9398568059569592, 0.9654764390461564] User Vector: [1.8937885694467942, -0.7020218383901193] Predicted: 2.9958931008233285 Movie Vector: [2.234321038718098, -0.1112760374296218] User Vector: [1.6143347469203746, -0.7618099162383971] Predicted: 3.6917132773314503 Movie Vector: [1.2506083677629487, 0.45141248280525975] User Vector: [1.308979591869602, -0.3988292205407251] Predicted: 1.4569843421634787 Movie Vector: [1.0139874797463, -0.056890747950356424] User Vector: [1.081515831671804, -0.465706512417735] Predicted: 1.123137904279413 Movie Vector: [-0.00397276316622075, -1.3061578290071558] User Vector: [1.2287745787066213, -0.27025251252583415] Predicted: 0.34811080465859867 Movie Vector: [2.159666809431196, -0.3459784254828258] User Vector: [0.917645750139219, 0.06682661918685959] Predicted: 1.9586885009046535 Movie Vector: [2.148294444837588, -0.06886132691128564] User Vector: [1.3398482525357793, -0.022984050770509773] Predicted: 2.879971270081818 Movie Vector: [1.1108306377434223, -1.3737541000771512] User Vector: [1.6465395831643483, -0.6468575462224565] Predicted: 2.7176498215251867 Movie Vector: [1.3485087553337278, -0.4644488117103123] User Vector: [2.063348526633773, -0.31454260179433957] Predicted: 2.9285324911062416 Movie Vector: [1.8087035192258072, 0.39829442385650404] User Vector: [2.14437551380227, -0.35591908275588385] Predicted: 3.7367789523500243 Movie Vector: [-0.003922402594450647, -1.0666437493037] User Vector: [2.1487770337360987, -0.9221342288438632] Predicted: 0.9751603426032719 Movie Vector: [0.9215207958033969, -0.06769292407164638] User Vector: [2.268905376607842, -0.4478121810068035] Predicted: 2.1211572042215163 Movie Vector: [1.4044804352849452, -0.13131178277886585] User Vector: [1.563930911559226, -0.6295583483680816] Predicted: 2.279178796509814 Movie Vector: [1.7974089858719582, 0.2509765264554898] User Vector: [2.0317969503242628, -0.5267555843420506] Predicted: 3.519766809130871 Movie Vector: [2.148539490081932, 0.38992225206898534] User Vector: [2.2190687364087935, 0.8916869638195783] Predicted: 5.115445400453592 Movie Vector: [2.2261370978832553, 0.2296455131992845] User Vector: [1.796134807544683, -0.07842981121255745] Predicted: 3.9804312736285894 Movie Vector: [2.1440467600150743, 0.15438643675070787] User Vector: [1.804953195553034, -0.6456871378650455] Predicted: 3.7702187144335904 Movie Vector: [2.1902643699656448, -0.7191550650016127] User Vector: [1.3960684357018804, -0.5754400966967493] Predicted: 3.4715896128959876 Movie Vector: [1.0115868312404774, -1.2923205182309119] User Vector: [2.226965176147703, 0.03244141929814163] Predicted: 2.210843934022626 Movie Vector: [1.9296704613935083, 0.13560703761191478] User Vector: [1.3671800050154048, -1.041086877391203] Predicted: 2.4970281637463954 Movie Vector: [2.129396662757057, 0.6307534511217672] User Vector: [1.827956752717019, 0.006529733984457378] Predicted: 3.896563661145451 Movie Vector: [0.8895663475055706, -0.32672929359242586] User Vector: [1.6708611488815925, -0.06387304515646619] Predicted: 1.507211044323129 Movie Vector: [1.197732104931878, -0.6196710249419272] User Vector: [1.6972979286228764, -0.0018726806637705887] Predicted: 2.034068666692302 Movie Vector: [1.9819894875597075, -0.03217236836070635] User Vector: [1.8249054484012992, 1.1282620719209895] Predicted: 3.5806445515365537 Movie Vector: [2.096259175415569, -1.1383123030395634] User Vector: [2.034588934945529, 0.46995280449763743] Predicted: 3.7300726638709474 Movie Vector: [1.6579533668855766, -0.8114990768852962] User Vector: [2.1041779043073072, -0.2447458037695474] Predicted: 3.687239834803074 Movie Vector: [0.4400892501732387, 0.31448988290956026] User Vector: [1.8556778970508758, -0.27414673325154937] Predicted: 0.7304475202358541 Movie Vector: [2.1964624138447686, -0.3206871234900915] User Vector: [2.2171084084484285, 0.15376017411356588] Predicted: 4.820486378632353 Movie Vector: [2.0999916900505715, -0.18777043088746528] User Vector: [1.9712213678342625, -0.21109337708105963] Predicted: 4.179185586074073 Movie Vector: [0.12183074025840068, -0.23252927916927632] User Vector: [1.8805414234099818, -0.04118913913156036] Predicted: 0.23868543453248936 Movie Vector: [0.7745035760440074, -0.9257985837716513] User Vector: [-1.8244185973115261, -0.7221938988566458] Predicted: -0.7444126390489592 Movie Vector: [1.730509131959197, -0.0915295703412006] User Vector: [1.8329753518949667, -0.924779780049447] Predicted: 3.2566252810385183 Movie Vector: [1.1652584305178237, 0.5669446453798775] User Vector: [1.9313493723760755, -0.515696533507892] Predicted: 1.9581497501232659 Movie Vector: [1.3724579238456724, -0.14626259280229925] User Vector: [1.8032575869526137, -0.056693061456200976] Predicted: 2.4831872381104256 Movie Vector: [2.0581805240401536, 0.16772904152385232] User Vector: [1.6479782997423056, 0.03710926479093783] Predicted: 3.3980611419854587 Movie Vector: [2.0254272835243143, 0.933755715337647] User Vector: [1.741496620446922, 0.6607634373076552] Predicted: 4.144266405290756 Movie Vector: [0.559723093230084, 0.00899251464066596] User Vector: [1.6968492141985594, -0.15359057906734572] Predicted: 0.9483845253853235 Movie Vector: [2.15382491876642, -0.12775236324883185] User Vector: [2.2620239797762043, 0.2602789653750423] Predicted: 4.838752361558555 Movie Vector: [1.7127286001191264, -0.3315991330544338] User Vector: [1.640831114522603, -0.49591694191203306] Predicted: 2.9747440058132404 Movie Vector: [1.9621806618142963, 0.7292230825510565] User Vector: [1.4065841893988922, 0.11848488069825047] Predicted: 2.8463742055907164 Movie Vector: [2.411219978677098, 0.873556712283276] User Vector: [1.0200550253955798, -0.08238293719859388] Predicted: 2.3876108888163534 Movie Vector: [0.11857054643017703, 0.4011640328494712] User Vector: [1.3780233906146155, -0.3628002494914635] Predicted: 0.017850575213950448
avg loss: 11.068744009159019: 59%|██████████████████████████▌ | 41374/70000 [01:07<00:43, 651.91it/s]
Movie Vector: [2.0001533239961247, 0.6391456223471552] User Vector: [1.8225281887641174, -0.20197235005785466] Predicted: 3.516246071458541 Movie Vector: [-0.74037793671119, -0.21923830350883206] User Vector: [1.6024845858466694, -0.4428401453822414] Predicted: -1.0893567090814358 Movie Vector: [1.7861241673742407, -0.31758236082998975] User Vector: [2.1140863248683024, -0.6401252393177524] Predicted: 3.9793131614920596 Movie Vector: [1.8873140351444744, -0.47864109783311715] User Vector: [0.09404862583678705, -1.8006076984854713] Predicted: 1.039344137097668 Movie Vector: [2.2158245289832714, -0.07001975278496475] User Vector: [0.5148729015888556, -1.2537789159975996] Predicted: 1.2286572943945293 Movie Vector: [2.1862445199303786, -0.46042557960104874] User Vector: [1.6936905689667658, 0.23708134181302315] Predicted: 3.5936634106445013 Movie Vector: [2.0454396014805716, -0.15306373656062916] User Vector: [1.2774788479866228, -0.08108363979215565] Predicted: 2.625416790606141 Movie Vector: [1.746083626432102, -0.6574606287701263] User Vector: [1.9019334576892057, -0.152730486992902] Predicted: 3.421349151045236 Movie Vector: [2.3708286345829688, -0.36796924980611984] User Vector: [1.7451129225921553, -0.7857289765883607] Predicted: 4.426487789528403 Movie Vector: [1.2580581746250348, -1.586864131981756] User Vector: [2.0353734541357134, -0.6261296729559186] Predicted: 3.5542009323734423 Movie Vector: [2.612037318426261, -0.11583500731537609] User Vector: [1.609014416418154, -0.12294327955625922] Predicted: 4.217046837256846 Movie Vector: [2.3242575142048683, -0.12130497345434739] User Vector: [1.9536018830493582, -0.8335255669720872] Predicted: 4.641784653217321 Movie Vector: [2.0294162760527574, -1.153751789353858] User Vector: [1.5549601216254443, -0.48878604212467786] Predicted: 3.719599150152189 Movie Vector: [-0.7353770164193862, -0.198116966378919] User Vector: [2.5743101562691257, -0.5296368586398804] Predicted: -1.7881584743391203 Movie Vector: [2.1885170408686685, -1.2440702813700233] User Vector: [1.4990747451107165, -0.8364201960981386] Predicted: 4.32131613391404 Movie Vector: [0.6450898492401675, -1.3213345247794706] User Vector: [1.4021403385244608, -0.17078963666093783] Predicted: 1.1301767429869407 Movie Vector: [-0.09423996050341979, 0.660635238492794] User Vector: [1.7426589809190156, -0.8729052137981397] Predicted: -0.7409000576318752 Movie Vector: [2.2172139001451674, -0.45609051252860294] User Vector: [2.028250220008541, -0.27755204937364186] Predicted: 4.6236534372276195 Movie Vector: [2.3180049097412274, 0.3458941748468826] User Vector: [2.136010871320238, 0.16560054786175438] Predicted: 5.008563951837782 Movie Vector: [2.31358514894396, -0.5016536379847667] User Vector: [1.0513928471785854, -0.5434030570585278] Predicted: 2.705086997403736 Movie Vector: [2.4282986609808357, -0.45261370926026295] User Vector: [2.0126283844899766, 0.1812903365485786] Predicted: 4.805208319430739 Movie Vector: [2.2008278307481666, 0.002800869020678262] User Vector: [1.321787390567601, -0.06698110233037845] Predicted: 2.9088388701986845 Movie Vector: [2.3987393808469144, 0.0500851348746558] User Vector: [1.9564676068978069, -0.24804403018464397] Predicted: 4.680632577310438 Movie Vector: [1.4715268613196364, -1.0569664123599423] User Vector: [1.8225644857235892, -0.5815735530947125] Predicted: 3.296656309167413 Movie Vector: [0.3937055065494528, -0.24957314433011793] User Vector: [1.7750455376501577, 0.8552968166737817] Predicted: 0.485386086676085 Movie Vector: [2.0605018887335698, 0.11017650317631236] User Vector: [1.7663038978656482, -1.079775260128396] Predicted: 3.5205066552523947 Movie Vector: [2.2439608464146783, -0.3398397979041947] User Vector: [2.441173608960856, -0.3770528770710088] Predicted: 5.606035571351984 Movie Vector: [2.323499366090187, -1.1463501825408704] User Vector: [2.4907547657218476, -0.763568508606439] Predicted: 6.662584018464276 Movie Vector: [1.5626462872888813, -0.6980739278179726] User Vector: [0.37565593652885904, -0.878400198555236] Predicted: 1.2002056313163898 Movie Vector: [1.748797861027068, -0.997175818493559] User Vector: [1.2211682347672228, -0.6644613942870978] Predicted: 2.798161231620728 Movie Vector: [1.6929583020629149, -0.2893726225959689] User Vector: [1.563145170494217, -1.1113477065935808] Predicted: 2.967933194190735 Movie Vector: [1.777434737831383, 0.1890339450716925] User Vector: [1.9586959681849985, -0.17326701829483934] Predicted: 3.4487009066832073 Movie Vector: [1.3405062370505583, -0.48497999520142204] User Vector: [1.9601735684844404, -1.140700716654421] Predicted: 3.180841922344362 Movie Vector: [1.976981665832961, 0.02898463045842167] User Vector: [0.521248615014407, -0.28926553183054116] Predicted: 1.0221147006798392 Movie Vector: [0.9680329549814845, -0.23527992871036874] User Vector: [0.10686167429491716, 0.15323217279360876] Predicted: 0.06739316765096243 Movie Vector: [1.8103823350047623, -0.15575456732164644] User Vector: [2.1092894722800883, -0.39240008209120036] Predicted: 3.8797385050304825 Movie Vector: [1.9919389951985726, 0.5721563124519649] User Vector: [1.846991685741134, 0.7670526077769416] Predicted: 4.117968754157631 Movie Vector: [1.326173253597069, 0.12006796726938099] User Vector: [1.9660488713727589, -0.5253774526080894] Predicted: 2.544240425695438 Movie Vector: [1.8505229605917188, -1.2023976077060774] User Vector: [2.1497829860528332, 0.4991085689930212] Predicted: 3.3780958266373826 Movie Vector: [1.5133707611484164, -0.24690073412638955] User Vector: [1.626066315429732, -0.22696011915569483] Predicted: 2.5168778374966485 Movie Vector: [0.7518664991610892, -0.8432487560837625] User Vector: [1.6467143525704726, -0.6826195481546504] Predicted: 1.8137274402453496 Movie Vector: [1.9761905205390382, -0.12563913189921044] User Vector: [1.7704358145391323, 0.8038370307710481] Predicted: 3.3977250871805307 Movie Vector: [1.545303628826943, 0.24092438600975682] User Vector: [1.779581492554265, -0.2300923725971383] Predicted: 2.6945588746438798 Movie Vector: [1.7937865012166174, 0.6620151683040899] User Vector: [2.135679375397793, 0.7700496801230965] Predicted: 4.3407374031045 Movie Vector: [2.253132094267542, 0.08664948188012689] User Vector: [1.0881391789858341, -0.3909445320918178] Predicted: 2.417846166053292 Movie Vector: [0.9004231044432615, -0.26582912888081434] User Vector: [1.7417367468561709, -0.6070734409608413] Predicted: 1.7296778127044392 Movie Vector: [1.3233493929133517, -1.3033253194341734] User Vector: [1.9413305256121913, -0.2134459339818261] Predicted: 2.84724806260184 Movie Vector: [-0.01275781385786302, 1.211307702543044] User Vector: [1.0970005452463758, -0.12250924835233051] Predicted: -0.16239172492016418 Movie Vector: [0.9850403929657846, 1.8125152577988142] User Vector: [2.038417117164646, -0.46360381054530897] Predicted: 1.1676342179330015 Movie Vector: [1.9869037358351735, 0.8362492269424637] User Vector: [0.6638275975441543, -2.762952428654405] Predicted: -0.9915552990300804 Movie Vector: [1.7230566739641442, 0.2215634290637135] User Vector: [1.946237263124333, -0.6919948347407363] Predicted: 3.200156356864557 Movie Vector: [2.31106231330925, -0.14773409447156782] User Vector: [1.6348212328223284, 0.6221238844948239] Predicted: 3.6862648314484727 Movie Vector: [1.8640958364377282, 0.08406265879681296] User Vector: [1.8193656541443959, -0.1427958001158912] Predicted: 3.379468146225612 Movie Vector: [0.31150053706905095, -0.9585983211382518] User Vector: [0.8618616402304518, 0.1600761412299747] Predicted: 0.11502164357365541 Movie Vector: [1.592060045558786, -1.4131556130228478] User Vector: [1.6111106237007813, 0.03410477616934783] Predicted: 2.5167894970947087 Movie Vector: [1.4557357714606767, 0.1767774063463975] User Vector: [1.3076710323850724, 0.0897955186966515] Predicted: 1.9194973180425865 Movie Vector: [1.897910701929636, 0.4311519756571217] User Vector: [0.9862243840317332, -1.0101796642993497] Predicted: 1.4362248549264771 Movie Vector: [1.4302295598222001, -0.8699423406914796] User Vector: [0.9011807457817392, 0.10239830680707634] Predicted: 1.1998147186530665 Movie Vector: [2.249616736805047, 0.1993178271381444] User Vector: [2.29108800815122, -0.1796070904651373] Predicted: 5.118271033620206 Movie Vector: [1.8693971422894267, -0.1191804887304862] User Vector: [1.459453393222458, 0.633334230850922] Predicted: 2.6528169194321105 Movie Vector: [1.6506726180718376, 0.045249716683212184] User Vector: [2.166933377682324, -0.6480976539110458] Predicted: 3.5475713565036027 Movie Vector: [1.2756925159093155, -0.47969074769938236] User Vector: [-0.03901785353928676, -0.11380145360178381] Predicted: 0.004814720620602335 Movie Vector: [2.0490368223340027, -1.1599193103261058] User Vector: [1.5006587512783112, -0.885748150094622] Predicted: 4.102301422507401 Movie Vector: [2.03750080789735, 0.0009761317561265438] User Vector: [2.0671279983297666, -0.28927186634619884] Predicted: 4.211492599169237 Movie Vector: [1.9386463112539147, -1.0546236747783202] User Vector: [1.7933462335066914, -0.2961502755204787] Predicted: 3.788991152244868 Movie Vector: [1.508801124171975, 0.9223263623548551] User Vector: [2.2113002075594332, -0.5165881137727595] Predicted: 2.859949403235609 Movie Vector: [1.6896107633910933, -0.5329940084758998] User Vector: [1.184008641941015, 0.17286401976381144] Predicted: 1.9083782585564388 Movie Vector: [1.8426735245536972, -0.7486558144903637] User Vector: [-0.08732732354052916, -0.6027949307152832] Predicted: 0.29037018276704474 Movie Vector: [-0.41926974588691684, 0.42801966758831217] User Vector: [2.528110028556547, 0.3089025543429013] Predicted: -0.9277436806200404 Movie Vector: [0.7781420427949216, 0.037919110915589214] User Vector: [1.4593571646164838, -0.37886973986779604] Predicted: 1.1212207615534682 Movie Vector: [2.1328669274166154, -0.2838324091461791] User Vector: [1.6362569456419405, -0.5269786274385988] Predicted: 3.6394919375098658 Movie Vector: [1.6254637756167485, -0.6593647482279662] User Vector: [0.941020957461956, 0.0008390580278502761] Predicted: 1.5290422331653166 Movie Vector: [1.9566985559003771, 0.5257833977383602] User Vector: [0.9971385211910702, -0.33882028288761323] Predicted: 1.7729534248878829 Movie Vector: [1.9359594754862486, -0.40979281985331206] User Vector: [1.858566257514954, 0.5242961230012565] Predicted: 3.3832561703722464 Movie Vector: [1.9087906793803837, -0.4935302108855903] User Vector: [2.489787974994589, -0.22678775978144372] Predicted: 4.864410691214237 Movie Vector: [2.026769312084196, -0.177464014471121] User Vector: [2.1653217255594837, -0.6432660494835555] Predicted: 4.50276419966749 Movie Vector: [2.1599050853071944, -0.3836262027302704] User Vector: [1.4910095638659675, -0.24562293279094433] Predicted: 3.3146665322458277 Movie Vector: [2.4268568216204898, 0.046520361656143726] User Vector: [1.958673095561667, -0.5146645825899306] Predicted: 4.729476780774661 Movie Vector: [0.7940182321813896, -1.4002432538168677] User Vector: [1.7260519312705338, -0.528334194432155] Predicted: 2.1103130946350968 Movie Vector: [1.32162188291428, -0.36565179295671796] User Vector: [2.0105754532335753, -0.6533115581863821] Predicted: 2.896105058853988 Movie Vector: [2.149199776308194, -0.29855395856582045] User Vector: [1.580567373807952, -0.5033441263258494] Predicted: 3.547230427663517 Movie Vector: [2.1089851373977075, 0.15456768477069752] User Vector: [2.0094692801370466, 0.08909062887865579] Predicted: 4.251711378106841 Movie Vector: [1.2502947100826898, -0.14824183111253475] User Vector: [1.4912258791020445, -0.8804083872998146] Predicted: 1.9949851796398532 Movie Vector: [1.4535358107077665, -0.8138892747508937] User Vector: [1.8320169746339774, -0.832050618513112] Predicted: 3.3400993529126572 Movie Vector: [1.688034197922952, 0.7222325903168512] User Vector: [1.6490360552105792, 0.11466015937511054] Predicted: 2.866440558715048 Movie Vector: [1.5992125279379883, -0.7461827981779166] User Vector: [0.7383784629381713, 0.6345206165352982] Predicted: 0.7073557191424336 Movie Vector: [1.2209231725291871, -0.28550916578684654] User Vector: [1.6492881838342721, 0.2369066738093167] Predicted: 1.946015135013206 Movie Vector: [2.037153239392642, 0.34516398655932135] User Vector: [1.9880968661909293, -0.8334730354000308] Predicted: 3.7623730955988393 Movie Vector: [2.035200892944744, 0.7353740072090019] User Vector: [1.7880982994089496, -0.7292525453432082] Predicted: 3.102865889093673 Movie Vector: [0.5220379264550006, 1.4181233675892322] User Vector: [1.5308104069232762, -0.5515699108368146] Predicted: 0.016946911209166693 Movie Vector: [1.900793888834334, -0.41402594979731777] User Vector: [2.058191054635514, 0.11001869046142587] Predicted: 3.8666463858909297 Movie Vector: [1.3043496429904244, -1.2717293254673507] User Vector: [0.8882843698980172, 0.07876397227662411] Predicted: 1.0584669474159725 Movie Vector: [1.8320254121660917, -0.8221566147977989] User Vector: [1.9635731587035155, -0.019988576562285996] Predicted: 3.6137496658331583 Movie Vector: [1.5183924681659122, 0.01835084186964195] User Vector: [1.092111312474105, 1.209444821928345] Predicted: 1.6804479219367345 Movie Vector: [1.7201252820994177, -1.0924250105877982] User Vector: [1.859788770904029, -0.20112964872935588] Predicted: 3.418788742839309 Movie Vector: [2.221061249291603, 0.33837833141287477] User Vector: [2.3827686143451317, -0.5812398165434228] Predicted: 5.0955960760775305 Movie Vector: [2.429952655184196, 0.1744992467107581] User Vector: [2.183255432193581, -1.0742763111379392] Predicted: 5.1177469273513285 Movie Vector: [2.3928217005892565, 0.09745323688362337] User Vector: [1.8522011739287707, -1.132034533767304] Predicted: 4.32166673325399 Movie Vector: [2.0852136657523648, -0.8166125333750054] User Vector: [0.9120886760005036, 0.8738189459132801] Predicted: 1.1883282684409104 Movie Vector: [2.2515635250885815, -0.46079102171835196] User Vector: [1.7980951275927006, -0.0782275870530976] Predicted: 4.084571973691982 Movie Vector: [1.2686777559751243, -0.5001503528484644] User Vector: [-0.1781597738215427, -1.0579487484770551] Predicted: 0.30310609778944 Movie Vector: [1.5534079374966803, 0.8754928661282665] User Vector: [2.3169191846380435, -0.6778028514189164] Predicted: 3.0057090908964144 Movie Vector: [2.177386134485259, -0.329556962393841] User Vector: [1.6018383715025184, -0.4387886814920896] Predicted: 3.632426524801363 Movie Vector: [2.0814873671699496, 0.17676585102708026] User Vector: [0.22713602688983736, 1.248574118332911] Predicted: 0.6934860371978739 Movie Vector: [-0.012069321658979587, 0.756822916491401] User Vector: [2.148772649334951, -0.9233265067822312] Predicted: -0.7247288880135867 Movie Vector: [0.19313140964452702, 0.3884858724440227] User Vector: [0.9754695730045372, -0.013134924693122756] Predicted: 0.1832910810208168 Movie Vector: [1.3255446818029983, 0.025559808157241466] User Vector: [0.32208991237572593, -0.6556818572418109] Predicted: 0.41018546792875277 Movie Vector: [1.0344443134258299, -0.7549415768891522] User Vector: [1.9204281675158414, -0.22787588030780337] Predicted: 2.158608973644126 Movie Vector: [1.270431301831525, -0.6081139898897606] User Vector: [1.6450693850724392, -0.7036807319986227] Predicted: 2.517865738024995 Movie Vector: [2.1802763506721545, -0.28217397026545604] User Vector: [1.9919977654463425, -0.4268533276892689] Predicted: 4.463552516789541 Movie Vector: [1.2413133260361056, -0.07189775506493783] User Vector: [1.8114872600907306, -0.4121353991541931] Predicted: 2.278254885877235 Movie Vector: [1.4664716569955876, 0.2622185137390393] User Vector: [1.7235763429532647, -0.47605331135513496] Predicted: 2.4027458638449772 Movie Vector: [2.035043957708348, -0.5336787493895463] User Vector: [1.547195498993524, -0.031613956683673373] Predicted: 3.1654825484865214 Movie Vector: [1.8287858363766631, 0.5099415234543268] User Vector: [1.609487979053049, -0.6338177026463613] Predicted: 2.6201988550309085 Movie Vector: [1.7613354265139907, 0.814664743214551] User Vector: [2.1478359154873723, -0.8645873611589775] Predicted: 3.078710647721894 Movie Vector: [2.248290027597532, -0.5022196803438403] User Vector: [1.938196148524839, -0.753380335600656] Predicted: 4.735989503579037 Movie Vector: [0.43152809143066406, 0.6410312652587891] User Vector: [1.598725103325813, 0.20947486219659858] Predicted: 0.8241747285142753 Movie Vector: [1.9604961789973707, -0.3737786397985333] User Vector: [2.2208573963280624, -0.83081297324698] Predicted: 4.664522582666447 Movie Vector: [0.37781715393066406, 1.1490726470947266] User Vector: [1.6409769410269008, 0.272239603400913] Predicted: 0.9328123192485365 Movie Vector: [1.0094679553895218, -1.0441459380855036] User Vector: [2.1369268548746314, -0.34696367097475617] Predicted: 2.5194398907187825 Movie Vector: [1.2480028534589422, -1.0828758289570426] User Vector: [1.663962013972808, -0.8618138396193806] Predicted: 3.009866717469841 Movie Vector: [2.114602587636025, -0.32636423926972585] User Vector: [1.8260195080779824, -0.3572335840655912] Predicted: 3.977893843760727 Movie Vector: [1.974877995080177, 0.9720393055367895] User Vector: [1.9919086080124127, 0.298739431971163] Predicted: 4.224162948164204 Movie Vector: [1.4569646653427841, 0.0715966729439961] User Vector: [2.113791872784076, -0.6414681932062698] Predicted: 3.033793080102183 Movie Vector: [1.3630815729096877, -0.050854439946272346] User Vector: [2.2106719273037436, -0.6472369152405151] Predicted: 3.046241038693587 Movie Vector: [1.6454069264069398, -0.6593469659876894] User Vector: [1.727069432647202, -0.24343839693814864] Predicted: 3.0022423752894847 Movie Vector: [2.448961472492309, -0.18754921363745924] User Vector: [1.583249490933355, 0.8854696103369881] Predicted: 3.7112478755202782 Movie Vector: [1.8566093184034982, -1.0578484247225897] User Vector: [2.0884642702636333, -0.21609496703984377] Predicted: 4.106057945797803 Movie Vector: [2.166841580299047, -1.2319762927018187] User Vector: [-0.25244046558631966, -0.16400684354056777] Predicted: -0.34494595429965214 Movie Vector: [0.39624514306058395, -0.6612272441013552] User Vector: [2.1190868401534217, -0.3932429895613498] Predicted: 1.0997008463842226 Movie Vector: [1.9953920779745593, -0.17656910884682947] User Vector: [1.6923397291159066, -1.3323900691301034] Predicted: 3.6121402158621594 Movie Vector: [1.7250506984932044, 0.6678081344681439] User Vector: [1.7959441926863975, -0.41123513358082403] Predicted: 2.823468616664116 Movie Vector: [1.5879791743304887, -0.8894102590287306] User Vector: [2.123822440529092, 0.4676152168232117] Predicted: 2.956684034415442 Movie Vector: [0.7141340956064316, -1.254618450167606] User Vector: [1.769767362863797, -0.41955050581337205] Predicted: 1.7902270204831252 Movie Vector: [1.8956118996784905, -0.6375078396701348] User Vector: [1.819491798103782, 0.6967205133766335] Predicted: 3.004885514516338 Movie Vector: [0.9869439777516646, -0.2081628436754962] User Vector: [0.6542277980116196, 0.5815474211881745] Predicted: 0.5246296203986185 Movie Vector: [1.1710472207256635, 0.06071919237420691] User Vector: [2.1170009131857723, -0.7827741508294994] Predicted: 2.4315786214101176 Movie Vector: [1.8755728270376706, -0.8198902679154982] User Vector: [2.0085529681279795, 0.40444939140819214] Predicted: 3.435583248806776 Movie Vector: [0.8135019898416301, 0.05389291073267879] User Vector: [1.8828022847581454, -0.2477602159202456] Predicted: 1.5183108859294197 Movie Vector: [0.4356864857731819, 0.26766179313165983] User Vector: [1.37035555461004, -0.5314563400849253] Predicted: 0.4547948388894877 Movie Vector: [1.9867177282465691, -0.4144889328000351] User Vector: [2.110143183158598, 0.04826886957576556] Predicted: 4.172251958881911 Movie Vector: [1.110678233998102, -1.6412181692839347] User Vector: [1.226567580183637, -0.9308575652018336] Predicted: 2.8900622628623416 Movie Vector: [1.887006825645421, -0.659039781155633] User Vector: [1.4750407335419444, 0.35188017064757515] Predicted: 2.551508901642093 Movie Vector: [2.4852326313861175, 0.8675792114933908] User Vector: [0.10291210814728366, -0.37377618808219004] Predicted: -0.06851992119898531 Movie Vector: [2.074731975098437, 0.22495861868709643] User Vector: [1.9808940309877727, -0.8352492370491533] Predicted: 3.9219276707459376 Movie Vector: [1.733471469400243, -0.20029223842731156] User Vector: [2.0554586959911134, 0.5059050235918258] Predicted: 3.461750156424394 Movie Vector: [1.315606955455138, 0.1082256455483481] User Vector: [2.0610321870662207, -1.0830533809955625] Predicted: 2.5942941293996693
avg loss: 11.053182866118433: 59%|██████████████████████████▋ | 41440/70000 [01:07<00:46, 612.96it/s]
Movie Vector: [1.9838113440044762, -1.2353617391627845] User Vector: [2.2003760980363274, -1.1733299542150535] Predicted: 5.814617997211671 Movie Vector: [2.054528377091786, 0.8413438396692572] User Vector: [2.115660872932329, -0.6000455416029151] Predicted: 3.841840679793634 Movie Vector: [2.3277058182027948, -0.13781200288917828] User Vector: [2.1015524707766433, -0.8142497447712028] Predicted: 5.004009301664173 Movie Vector: [1.3310218707415293, -0.36870620242166824] User Vector: [1.566209453651142, -0.9807472134936283] Predicted: 2.4462666175946803 Movie Vector: [1.0445622200949334, -0.7994109572665838] User Vector: [1.9208981589839496, 0.01916074636562487] Predicted: 1.991180334930458 Movie Vector: [0.2728779019506842, 0.3874120673762175] User Vector: [1.2051861168646643, -0.9604377119470914] Predicted: -0.043216500541385094 Movie Vector: [1.4579617401625387, -0.07863330030622556] User Vector: [0.02807346450503767, -1.1778946337282146] Predicted: 0.13355177962519826 Movie Vector: [2.5963219013679706, -0.11463420706584093] User Vector: [2.0939090834003267, -0.40356321458435673] Predicted: 5.48272416181042 Movie Vector: [1.5142202415824497, 0.38444239710796474] User Vector: [1.6756315702594582, 0.27943066338208955] Predicted: 2.6447002351775355 Movie Vector: [2.2044031719561294, -0.40933734294945506] User Vector: [1.1295314573495934, 0.8063540066035154] Predicted: 2.159871920865943 Movie Vector: [1.3355319085807087, -0.9723299384368453] User Vector: [1.929475540885256, 0.21953401078288842] Predicted: 2.3634166604889613 Movie Vector: [1.3245545670191583, -0.4756971022325501] User Vector: [-0.7704994972631728, -0.5765102649066016] Predicted: -0.7463243655625108 Movie Vector: [0.70816662385038, -1.1542216590673235] User Vector: [1.9092187757653438, -0.5901285297550378] Predicted: 2.0331841453023194 Movie Vector: [1.9238355690308377, -0.29152917879013907] User Vector: [2.0759822481021644, -1.0693504842450932] Predicted: 4.305595358086355 Movie Vector: [2.1377239006255553, -0.023923052711988017] User Vector: [1.654029110152536, -0.4935639602613518] Predicted: 3.5476651177415652 Movie Vector: [0.03408280138445206, -1.6021622156188544] User Vector: [0.8976259111800451, -0.2675913227008058] Predicted: 0.4593183121069902 Movie Vector: [1.4726064102774, -1.8624741444148791] User Vector: [1.9657199665293486, 0.50735008579051] Predicted: 1.949805406569899 Movie Vector: [2.0074263504523557, -1.1659698255105904] User Vector: [1.5570371152356026, -0.4954898432999112] Predicted: 3.7033635398909373 Movie Vector: [0.7175702971114025, 0.7950761703027677] User Vector: [2.1973140490472782, 0.17954324956758097] Predicted: 1.7194778542918205 Movie Vector: [1.037966931606624, -0.25219613964679016] User Vector: [0.22329214653568952, -1.0625888027217272] Predicted: 0.49975065826983056 Movie Vector: [2.1721243082331876, -0.4806868388553492] User Vector: [1.200871843496235, 0.3758430140984991] Predicted: 2.427780131978098 Movie Vector: [2.02194741717156, 0.8169115072621066] User Vector: [1.853939409784088, 0.5245179503406875] Predicted: 4.177052750604345 Movie Vector: [1.7255510101842608, -0.7617608623036747] User Vector: [1.2017423775392682, -0.574112208958924] Predicted: 2.5110039848997365 Movie Vector: [0.43499821367377656, -0.20692601457236012] User Vector: [1.9088730369619826, -0.543919745107061] Predicted: 0.9429075063107174 Movie Vector: [1.3417691040755058, -0.8282578729337382] User Vector: [1.6630304821507247, -0.49445010782474275] Predicted: 2.6409351146644133 Movie Vector: [1.9673588721987578, -0.09466079419672513] User Vector: [2.013467053654735, 0.2014050785551229] Predicted: 3.942147107196254 Movie Vector: [1.5825905091460637, -0.40765026038164986] User Vector: [1.1862155474788763, 0.058217727169485436] Predicted: 1.8535609956021029 Movie Vector: [0.7329147379961095, -0.8995332904446635] User Vector: [1.387466808587309, 1.2343157605388642] Predicted: -0.09341324503116599 Movie Vector: [1.5488708804046325, 0.04370607762133495] User Vector: [1.4806712822153352, -0.32648102808341817] Predicted: 2.2790994273194154 Movie Vector: [0.3236360013754229, 0.017753656288439182] User Vector: [1.2900494326811658, -0.22839723309666893] Predicted: 0.4134515539959365 Movie Vector: [1.5792866821533469, -0.7473832296172812] User Vector: [2.119640061115741, -0.31415021834138884] Predicted: 3.5823099242477574 Movie Vector: [1.8011989080064197, -0.6347382389224012] User Vector: [1.887871275116683, -0.013801287231488872] Predicted: 3.4091918839490343 Movie Vector: [2.028660698461833, 0.16706431248941084] User Vector: [1.4026086591819937, 0.18198399989223973] Predicted: 2.8758200940308285 Movie Vector: [1.685877288226444, 0.9286959981895225] User Vector: [1.6830779432374692, 0.2051107212428649] Predicted: 3.0279483848229405 Movie Vector: [0.26337222229203494, -0.9108722771697633] User Vector: [2.1778823526429867, -0.18963720133090908] Predicted: 0.7463289845185748 Movie Vector: [2.469533971926289, -0.17604355823584258] User Vector: [0.7449080176646016, 0.5729160132896547] Predicted: 1.7387174820331976 Movie Vector: [1.9840086778726915, -0.6059826095228189] User Vector: [0.36077014209856867, -0.28091394935876746] Predicted: 0.8860000607247112 Movie Vector: [2.2201631885631703, 0.6310776826810348] User Vector: [1.8169593279532723, -1.343417461568134] Predicted: 3.186145436518676 Movie Vector: [2.2937996748097036, 0.23225723264029605] User Vector: [2.2375215891208757, 0.693759157257269] Predicted: 5.293556875488593 Movie Vector: [1.802658984236381, -0.3881863295508324] User Vector: [2.0800110361781634, 0.05776640312251165] Predicted: 3.7271264536779087 Movie Vector: [2.105062525956406, 0.30635926471584984] User Vector: [0.7861737238013327, -0.2853814511078649] Predicted: 1.5675155933408396 Movie Vector: [-1.6727560037091243, -0.07535068742677375] User Vector: [1.7306408732897398, -0.6510381473928506] Predicted: -2.8458837391127094 Movie Vector: [1.5157962982502073, 0.20237663995727415] User Vector: [2.010443114529487, -0.2769131576747984] Predicted: 2.99138147643623 Movie Vector: [2.2283634491247093, -0.29247826796570736] User Vector: [1.3475759364410351, -0.7187633487810302] Predicted: 3.213111621013913 Movie Vector: [1.6610510838858124, -0.40817632300121665] User Vector: [1.5693233148102876, 0.19852367610691174] Predicted: 2.5256935288909004 Movie Vector: [1.820235287703169, -0.6069081828280921] User Vector: [2.065800057369826, -0.28527621372528733] Predicted: 3.9333786302398805 Movie Vector: [1.536267388473316, 0.08586858971139852] User Vector: [1.886127866918241, -0.08334732496424507] Predicted: 2.890439815186335 Movie Vector: [1.972600692411611, -0.09413646020783505] User Vector: [2.1485471192613965, 0.4942202679757333] Predicted: 4.1917013885438 Movie Vector: [1.3445523922086946, -0.48029790814042783] User Vector: [1.0951850110226278, 0.049869077116107524] Predicted: 1.4485816130618197 Movie Vector: [1.7246018127970346, -0.732608430261628] User Vector: [2.4563268143925976, -0.5992334155432074] Predicted: 4.675189128844862 Movie Vector: [2.451236954691277, 0.01925991681027668] User Vector: [2.277652442955738, 0.25935197586547887] Predicted: 5.5880609355957205 Movie Vector: [2.116419069900394, -0.32671960703377295] User Vector: [1.8910676007809948, 0.1604476951305358] Predicted: 3.9498701248611594 Movie Vector: [2.3557489721254004, -0.1347411477054785] User Vector: [1.899139496490768, -0.05076505399610672] Predicted: 4.480736058419643 Movie Vector: [2.1990605490998454, 0.25562555528186703] User Vector: [0.8809865224681624, -0.36253783874871004] Predicted: 1.8446687695075736 Movie Vector: [1.3955119486972718, -0.3632250805799042] User Vector: [0.5495088822030719, -0.3385610733467579] Predicted: 0.8898200841772634 Movie Vector: [0.8271879884812874, -0.28313253065962485] User Vector: [2.0879134995953397, -0.35976410292810257] Predicted: 1.8289578887557176 Movie Vector: [2.28003454568922, -0.22637905018309945] User Vector: [2.1110178081650735, 0.39541430037081404] Predicted: 4.723680015434747 Movie Vector: [1.6979167287157155, -0.7485590491085826] User Vector: [0.6757745016108594, -0.019796662195090686] Predicted: 1.1622278017528842 Movie Vector: [2.0752197087375635, -0.19185748537349698] User Vector: [1.8691389967445822, -0.6150270326847018] Predicted: 3.996871624341924 Movie Vector: [1.814622815471206, -0.7519779276991511] User Vector: [0.4011723854380909, 1.1927483830218242] Predicted: -0.16894389377829633 Movie Vector: [2.0178694130044117, -0.2169611458615712] User Vector: [1.8016801257472022, -0.6039899616105417] Predicted: 3.766597571923131 Movie Vector: [1.3108405225895179, -0.6199648284289638] User Vector: [2.379977204746678, -0.3677849017969133] Predicted: 3.347784266362562 Movie Vector: [2.1244596453464917, -0.15807926600229683] User Vector: [2.1855716623072188, 0.17403081950500923] Predicted: 4.615648134375406 Movie Vector: [1.0079945780632318, -0.05431017237267868] User Vector: [1.2841073463721182, -1.3559615409417747] Predicted: 1.3680157478135304 Movie Vector: [2.1796980934273185, -0.12139216067731551] User Vector: [1.7173718318380713, -0.060215549967029575] Predicted: 3.750661803280096 Movie Vector: [1.5096544309787514, -0.6336779318037737] User Vector: [1.0758971184768356, -0.4653912690813377] Predicted: 1.919141029056821 Movie Vector: [2.3047456674332913, -0.2716712143845682] User Vector: [1.7088926386607561, -0.43181174662579663] Predicted: 4.055873726653374 Movie Vector: [1.4552095905679983, -0.1517327380640747] User Vector: [2.0153233297941426, -0.05310351394868827] Predicted: 2.9407753791841276 Movie Vector: [1.441797072035266, -0.2861069236678263] User Vector: [1.876379290499222, -0.5150473966211673] Predicted: 2.852716793259793 Movie Vector: [2.3773491371652633, -0.2900170310653782] User Vector: [1.486237519612561, -0.7455496964674193] Predicted: 3.749527594354738 Movie Vector: [2.3748509510331317, -0.5333183237753708] User Vector: [1.9893464649900456, -0.25978483294866167] Predicted: 4.862949355966454 Movie Vector: [1.106262402323478, 0.5317215090251528] User Vector: [2.111222704273078, 0.8721147996023598] Predicted: 2.7992884979567405 Movie Vector: [2.257085863941367, -0.45409598542431884] User Vector: [2.1482581368230513, 1.0073094016198585] Predicted: 4.391387917364577 Movie Vector: [2.103586411808128, 0.36703451421479966] User Vector: [2.246450662865948, 0.5749561824261696] Predicted: 4.936631852313756 Movie Vector: [1.8414653146503375, 0.35078731824597853] User Vector: [1.6795237410919914, 0.1714437113609722] Predicted: 3.152924994091129 Movie Vector: [2.465573537890085, -0.16100417653006788] User Vector: [0.6853526412509559, -0.3652945978657307] Predicted: 1.7486012923116876 Movie Vector: [2.063910205106548, -0.1629006447231405] User Vector: [2.2708686020081617, -0.37696653230410365] Predicted: 4.748276973292071 Movie Vector: [1.970663413871213, 0.07676273716055901] User Vector: [2.2462842982825406, 0.8875016938960116] Predicted: 4.494797343036864 Movie Vector: [2.064411806323355, 0.005164232771130541] User Vector: [1.5202656120988516, -0.30295524080223185] Predicted: 3.1368897469815344 Movie Vector: [1.1694431949997037, -0.4371515584774259] User Vector: [1.2078983486186807, -0.3920365484766404] Predicted: 1.5839478921901702 Movie Vector: [2.204943347637436, 0.6423308790225034] User Vector: [1.3491936820385273, -0.4351694573680889] Predicted: 2.6953728538103183 Movie Vector: [1.895211887766851, -0.6376610123883217] User Vector: [-0.31028211379083714, 1.040778034016868] Predicted: -1.2517139254605445 Movie Vector: [1.7779140383386085, -0.7039446712206505] User Vector: [2.269174234235685, -0.649419544742459] Predicted: 4.491552154391881 Movie Vector: [2.2277187610591307, 0.22957644848111042] User Vector: [1.9628340176547356, -0.07905988839210101] Predicted: 4.354491877580152 Movie Vector: [2.2852611541748047, -0.07895469665527344] User Vector: [0.9912584329541677, 0.01862453402836819] Predicted: 2.2638138961437937 Movie Vector: [1.9910094788340231, -0.21999204021688362] User Vector: [-0.21016591970371423, 0.47195656986011725] Predicted: -0.5222690269552546
avg loss: 11.029380725857399: 59%|██████████████████████████▋ | 41567/70000 [01:07<00:46, 611.32it/s]
Movie Vector: [2.447155043917813, 0.13499578614375737] User Vector: [2.258252605317416, 0.023528609674151737] Predicted: 5.5294705167028875 Movie Vector: [0.7625161939063245, 1.282519489589445] User Vector: [0.8612919168208002, 0.023114815954312053] Predicted: 0.6863942362161575 Movie Vector: [1.6304421457803164, 0.08170704041330117] User Vector: [1.6578075528795353, 0.022301842058784598] Predicted: 2.7047815213181132 Movie Vector: [1.8896043707120675, 1.0069165647255938] User Vector: [1.5361174211470374, 0.5404965864732525] Predicted: 3.446889159023949 Movie Vector: [0.9479007980940387, -1.715340828782742] User Vector: [1.4674304825547553, -0.818431902707416] Predicted: 2.7948681838535485 Movie Vector: [0.545137075573413, -0.513792682645374] User Vector: [1.0890396691082833, -1.3602471807816017] Predicted: 1.292560948475713 Movie Vector: [1.5270234921042936, -0.7533418614369136] User Vector: [1.440464129178483, -0.00362425958265011] Predicted: 2.202352871249422 Movie Vector: [1.2470562456313905, -0.6285432516363223] User Vector: [0.5305699604226009, 1.132497060164016] Predicted: -0.05017280177466232 Movie Vector: [1.7676729377819698, -0.47697599051878153] User Vector: [1.2660338632455015, -0.20566442983509037] Predicted: 2.3360307935097047 Movie Vector: [2.0816913605936476, 0.22202417528211166] User Vector: [1.638030148066054, -0.9462365532016673] Predicted: 3.1997858172746496 Movie Vector: [1.203752737410179, -0.9180007183773737] User Vector: [1.7418285214784754, -0.061577596576794236] Predicted: 2.153259128722289 Movie Vector: [1.2171859257561053, -0.25185023745692026] User Vector: [1.930717629530401, -0.6939904645356478] Predicted: 2.5248239885597354 Movie Vector: [2.1010849392758004, -0.25978178556469333] User Vector: [2.17545174574026, 0.4920405458924659] Predicted: 4.442985727513937 Movie Vector: [2.344865824966648, 0.5972002285135625] User Vector: [1.1950071431185136, -0.018999837308681572] Predicted: 2.7907847033071653 Movie Vector: [2.0225291585375063, 0.010451174898201507] User Vector: [1.810763760277591, -1.0773979596274688] Predicted: 3.6510624298734147 Movie Vector: [1.783083497288816, -0.38157328037544663] User Vector: [1.7630482709675133, 0.03795496881290912] Predicted: 3.129179674929264 Movie Vector: [2.1173603746237877, 0.29687644083567916] User Vector: [1.6827616685386912, -0.6576126089545189] Predicted: 3.3677831861045506 Movie Vector: [2.5083874911127735, 0.48256251348680235] User Vector: [1.5190932484470836, -0.16267169308239993] Predicted: 3.7319752411515363 Movie Vector: [1.9875411426936997, -0.39524178190916703] User Vector: [2.1411491662863043, -1.2841112998208684] Predicted: 4.7631564989492405 Movie Vector: [1.5526165947124189, -0.281277133220364] User Vector: [1.99056381162766, -0.5363533359676987] Predicted: 3.241446335501283 Movie Vector: [0.9790839746276019, -1.574796677485647] User Vector: [1.59471177604772, -0.009479736754054918] Predicted: 1.576285402021968 Movie Vector: [1.3221423411494597, -1.1212748044248941] User Vector: [1.901453455452707, -0.17957652006432814] Predicted: 2.7153467505934046 Movie Vector: [0.6532817167316028, 0.05189006060332494] User Vector: [1.1932331679760844, -0.286127797704332] Predicted: 0.7646702236733317 Movie Vector: [2.1038949355158727, 0.27261560154095876] User Vector: [0.45035173278646995, 0.33402024693463905] Predicted: 1.038551860355198 Movie Vector: [0.9243390115688399, -0.20389734901309253] User Vector: [1.3935241548535795, -0.8381439722809891] Predicted: 1.4589840739340574 Movie Vector: [1.4981919918008884, -0.7929165577568568] User Vector: [1.845246643948034, -0.5270451038698337] Predicted: 3.1824365344034833 Movie Vector: [0.8358524177933639, 0.02293668214937363] User Vector: [1.2913559203563605, 0.20250990826395945] Predicted: 1.0840278736595879 Movie Vector: [1.9981053132990438, -0.4424352099919259] User Vector: [1.9122958552561526, 0.5129229493130936] Predicted: 3.5940333361980414 Movie Vector: [1.8423180765924705, 0.26223825470946577] User Vector: [2.162536611263977, -0.17498907024468735] Predicted: 3.9381914618504505 Movie Vector: [2.4114555323458835, 0.12304440889019545] User Vector: [1.7658187244185024, -0.17771507707936993] Predicted: 4.236326485508842 Movie Vector: [2.456610869791332, -0.08770742525714602] User Vector: [1.7104345175050746, -1.050531467576608] Predicted: 4.294011437942013 Movie Vector: [2.134959042009015, -0.3074118661936692] User Vector: [1.440188299816173, 0.947861946799224] Predicted: 2.7833590229286154 Movie Vector: [0.2663932991189641, -0.07490414285069355] User Vector: [1.5960486812922177, -0.2743434948172976] Predicted: 0.4457261380898593 Movie Vector: [1.8661547976580541, -0.8225040415447505] User Vector: [0.25937766806906837, -1.0765582658146073] Predicted: 1.3695124042633726 Movie Vector: [1.8358465024856883, -0.43853194166388826] User Vector: [1.8956800083018563, -0.07008303097761062] Predicted: 3.5109111607253056 Movie Vector: [2.1267068277393055, -0.2329167813124595] User Vector: [2.025290755202119, 0.7717815467662515] Predicted: 4.127438803496494 Movie Vector: [2.497094611814228, 0.118205403305335] User Vector: [2.0302098699950575, 0.13170313902110886] Predicted: 5.085194149881291 Movie Vector: [1.8271203802150584, -0.7357320276740916] User Vector: [1.7401736379270953, -0.1790236164515239] Predicted: 3.311220127303004 Movie Vector: [0.7762143098185127, -1.1785711672767893] User Vector: [1.0227266536643798, -0.7596059133266386] Predicted: 1.6891046915468217 Movie Vector: [2.1594116993710384, -0.29238151112400107] User Vector: [1.7258793719533136, 0.25467803730494737] Predicted: 3.65242095810181 Movie Vector: [1.953898636815525, -0.532020701223392] User Vector: [1.8146841540057466, -0.5433582364182264] Predicted: 3.8347867247172926 Movie Vector: [2.0534047594510882, -0.2265873829637293] User Vector: [1.6683457490448002, -0.9260203500059614] Predicted: 3.6356136291775907 Movie Vector: [1.747388959340425, -0.23251165228193751] User Vector: [1.773683652250096, 0.005281797356099174] Predicted: 3.098087151874135 Movie Vector: [2.046831502290369, -0.009778350409297181] User Vector: [1.4743105249204609, 0.4484325156074089] Predicted: 3.0132802962929177 Movie Vector: [0.8949868260915153, -0.34391758909975734] User Vector: [2.079241824625892, -0.2677277204239108] Predicted: 1.9529703134420233 Movie Vector: [2.271316713327528, -0.5111701945816478] User Vector: [1.7327683633850819, -0.3756952032663234] Predicted: 4.127709934238762 Movie Vector: [2.010361419610382, -0.40892778562864573] User Vector: [1.7983620318887719, -1.3487037119505276] Predicted: 4.1668800697983865 Movie Vector: [1.9952131880485804, -0.40306378812658306] User Vector: [2.2942476195738877, -0.37881179525451086] Predicted: 4.730198424405198 Movie Vector: [2.007476930109903, -0.6744502605028083] User Vector: [2.2127859915933232, 0.2588423056540263] Predicted: 4.2675405689164565 Movie Vector: [1.6760727935321027, -0.2684237158684182] User Vector: [1.8086446688315343, -0.487851663341097] Predicted: 3.1623710788620203 Movie Vector: [1.2320846587241605, -0.8714320571805846] User Vector: [1.5030510397322516, -0.4395784608790693] Predicted: 2.2349488897896284 Movie Vector: [1.7225033643223342, -0.3268817105172077] User Vector: [2.0879313939649733, 0.10417070955432128] Predicted: 3.5624173508539796 Movie Vector: [0.577029201926293, 0.39422558311345085] User Vector: [1.338035705138781, 0.6743479860263474] Predicted: 1.0379309030977335 Movie Vector: [1.8416780474111234, -0.34153326138552886] User Vector: [1.5706194989553321, -0.24817167100258591] Predicted: 2.977334332242903 Movie Vector: [1.506978594133026, 0.1186968031613545] User Vector: [1.5398717179242751, -0.42940975609180226] Predicted: 2.269584151328338 Movie Vector: [1.764289259951834, -0.3585905970921939] User Vector: [1.6826232523587343, -0.13764790845770586] Predicted: 3.0179933783640798 Movie Vector: [1.5496284902816622, -0.5826891040349653] User Vector: [1.3273309399477053, -1.0989674847515056] Predicted: 2.6972262196287162 Movie Vector: [1.8205263160805532, -0.4183165783184159] User Vector: [1.8446033171397047, -0.004154938737843214] Predicted: 3.3598869613382525 Movie Vector: [1.3332489264588137, -0.14502989143197217] User Vector: [0.7453355220789716, 1.0104771969446524] Predicted: 0.8471683864960418 Movie Vector: [2.0459854275621967, 0.07175118282749435] User Vector: [2.2961834766043956, -0.4339105376169674] Predicted: 4.666824337826364 Movie Vector: [1.8485869601343272, -0.893291241413796] User Vector: [1.638746448837523, -0.1568545550986271] Predicted: 3.169482116532942 Movie Vector: [2.3863361713565294, -0.08618188566345997] User Vector: [1.5538961964600837, 1.7360340605941338] Predicted: 3.5585040112280337 Movie Vector: [1.34035936390822, -0.6139410913442664] User Vector: [1.0907448873513972, -1.4336798088893645] Predicted: 2.3421850699042377 Movie Vector: [0.5838690018769668, -0.9813531876591408] User Vector: [2.133567966922545, 0.4972191289397619] Predicted: 0.7577766221335989 Movie Vector: [2.0804118486929464, -0.6659186435455218] User Vector: [1.976794552275078, 0.480349569208451] Predicted: 3.7926730754297733 Movie Vector: [2.222529771595505, -0.8898925317604187] User Vector: [1.6657092602292254, -0.2585097443363876] Predicted: 3.9321343125540245 Movie Vector: [-0.3991667497479492, -0.29643380075655135] User Vector: [1.3768484016995124, -0.6479308857721807] Predicted: -0.3575234863050466 Movie Vector: [1.3719150123222188, -0.09260893885065244] User Vector: [0.4926562470663105, 0.7444249908074119] Predicted: 0.6069420928120144 Movie Vector: [1.6182430551829077, -0.07341203459779144] User Vector: [2.162231667040186, -0.8196356776290787] Predicted: 3.5591875016080325 Movie Vector: [1.6087336474706593, 0.06400631893953646] User Vector: [1.8540700226337874, -0.2650395468322807] Predicted: 2.965740624411523 Movie Vector: [-0.921796282100041, -0.4053221497066489] User Vector: [1.4411457431521761, -0.6640786966506023] Predicted: -1.059276983101165 Movie Vector: [1.7126665643524888, -0.7058680418135638] User Vector: [1.3157480228020713, -0.7183913993771129] Predicted: 2.760527176100032 Movie Vector: [2.0652486921921365, 0.6026017089788509] User Vector: [1.6110682566964964, -0.3277916392343275] Predicted: 3.1297288081831196 Movie Vector: [2.388948815359358, 0.2070625600087949] User Vector: [1.7132808121965857, -0.3236118703922033] Predicted: 4.025932264342308 Movie Vector: [1.781138459612629, -1.121489483476039] User Vector: [1.7511116622831941, -0.9968760555494298] Predicted: 4.23695834139656 Movie Vector: [0.6937042235391871, -1.1079810010480071] User Vector: [1.43352495419131, -0.7570757594905189] Predicted: 1.8332678731408167 Movie Vector: [2.0424889436507834, -1.0076082439514535] User Vector: [1.7259892096491414, 0.8045610308600457] Predicted: 2.714631550112263 Movie Vector: [1.5447875504848303, -0.9283444486933862] User Vector: [1.1898018883665107, -0.7745968594112385] Predicted: 2.557083839101682 Movie Vector: [1.8244200661703263, -0.6667022679617859] User Vector: [2.270953621962201, 0.2611367461930949] Predicted: 3.969072896314923 Movie Vector: [2.4098917662368726, 0.5961663582876875] User Vector: [2.2347893970972508, -0.4360635821909415] Predicted: 5.1256341295614725 Movie Vector: [-0.4069173724619424, 0.1213186165332883] User Vector: [1.1639175987115102, -0.13427234979901384] Predicted: -0.48990802674619127 Movie Vector: [1.4568528819292899, -0.9782796470630748] User Vector: [1.8005356004435342, -0.7470822724692248] Predicted: 3.3539708603607203 Movie Vector: [1.8513905432193487, -0.6351051649852754] User Vector: [1.6889991680172003, -0.9549949130976066] Predicted: 3.733519289015347 Movie Vector: [1.5845309770612592, -0.39299290154512534] User Vector: [0.3249453951859829, 0.3648986360245548] Predicted: 0.3714834707844541 Movie Vector: [1.6588153589959589, -0.698199150789428] User Vector: [2.3184716443541245, -0.38370542128409013] Predicted: 4.11381917234509 Movie Vector: [1.6281105947385723, -0.9522357654888696] User Vector: [2.2732662448198035, -0.5979224852890752] Predicted: 4.270492033334941 Movie Vector: [2.3146646545084586, -0.1336429410671188] User Vector: [1.9537171888479883, -0.04667992486027886] Predicted: 4.528438564379186 Movie Vector: [1.652276874831128, -0.29713555385849555] User Vector: [1.569376047473679, -1.0824848400693796] Predicted: 2.9146884836520788 Movie Vector: [1.7378455469548761, -0.2990292881459872] User Vector: [2.088484148649605, -0.35290561662459424] Predicted: 3.7349919929385345 Movie Vector: [2.329361610908327, -0.15612599836715887] User Vector: [1.4678190316016335, 0.07749868722050414] Predicted: 3.406981744059036 Movie Vector: [2.187008943531641, -0.19494204769681583] User Vector: [1.9782964808888224, -0.18313209319034165] Predicted: 4.362252241906556 Movie Vector: [2.011691292275706, 0.3146076674645992] User Vector: [1.8096478440622268, -0.40593012436069625] Predicted: 3.5127440804067533 Movie Vector: [1.7721518154460982, 0.7280814250958014] User Vector: [2.19160934518844, 1.0224213234353061] Predicted: 4.628270454039441 Movie Vector: [2.3795705181474074, 0.04122293037206437] User Vector: [1.0653119367527828, 0.05525340999648563] Predicted: 2.537262584800542 Movie Vector: [1.2933713723982048, -0.723181223191256] User Vector: [1.8908641051783368, -0.9278416146377545] Predicted: 3.1165871365344904 Movie Vector: [-0.06287742035502164, -0.5755242557001424] User Vector: [2.2496089222527926, -0.4635166752774874] Predicted: 0.1253154837047845 Movie Vector: [1.5007798562020702, 1.4072049203384833] User Vector: [1.5351199244709068, -0.405491461477674] Predicted: 1.733267479753755 Movie Vector: [2.149370938690374, -0.6181204033507887] User Vector: [1.7830534859577978, -0.22656747385572004] Predicted: 3.9724893231741225 Movie Vector: [2.2209525329872863, 0.3024440282564539] User Vector: [2.1319614556598205, 0.6269098363552442] Predicted: 4.9245903314398145 Movie Vector: [1.637589115249876, -0.3334110685914766] User Vector: [1.6506439430546656, -0.28969452391431394] Predicted: 2.799663915082827 Movie Vector: [1.7543288941829898, 0.3418925399501271] User Vector: [1.8292106037068885, -0.5473135961337559] Predicted: 3.021914580097497 Movie Vector: [2.0754828403398173, -0.19194406697541191] User Vector: [0.15867197810174646, -0.2475530487318257] Predicted: 0.37683730675869903 Movie Vector: [2.364544197168254, -0.7116922103780966] User Vector: [1.6553734399120499, -0.26388901633931] Predicted: 4.102011418823515 Movie Vector: [1.8761650393344054, 0.5861257943390532] User Vector: [1.3343033353394886, -1.0997846363032715] Predicted: 1.8587611260760981 Movie Vector: [2.165234534552089, 0.27816752215719764] User Vector: [0.9284988754241132, -0.18342486387742196] Predicted: 1.9593949904742645 Movie Vector: [0.7905609844284196, -0.6573232188994172] User Vector: [0.5564279647097409, -0.34036197824289294] Predicted: 0.6636180706740265 Movie Vector: [0.6629827791285734, 1.053020131888737] User Vector: [2.4155389168199966, -0.20759018419874126] Predicted: 1.3828640610227794 Movie Vector: [2.008902035761006, 0.34280101187827156] User Vector: [1.360689092400411, 0.17715066700808318] Predicted: 2.794218515666263 Movie Vector: [1.8701881245246847, -0.4786718805167497] User Vector: [1.4565100124872912, 1.1495764898335146] Predicted: 2.17367778841858 Movie Vector: [1.8008357854496067, -0.04394737488129282] User Vector: [1.9823448065918714, -0.7405139278769314] Predicted: 3.6024211100040477 Movie Vector: [1.5969046352931653, 0.03311486141617425] User Vector: [1.3228333724002532, -1.051141225298612] Predicted: 2.077630348101863 Movie Vector: [2.1878105266216914, -0.6398213899805235] User Vector: [1.8769473275067012, -0.010595916581415888] Predicted: 4.113184615108851 Movie Vector: [1.331260241430933, -0.6106603427532933] User Vector: [1.5011631594369217, -0.8651071708819331] Predicted: 2.5267254715483114 Movie Vector: [2.3569451824702856, -0.7104808241945044] User Vector: [2.4815344381670625, -0.6099415787534069] Predicted: 6.282192434755183 Movie Vector: [1.8119417088804952, -0.48470851149696803] User Vector: [1.9621814781895952, -0.4653191936237039] Predicted: 3.7809026344368264 Movie Vector: [2.3159213775824337, -0.4265082551493042] User Vector: [2.002791385357828, -0.16857737738125392] Predicted: 4.710207027272657 Movie Vector: [2.226496333110702, 0.2622787325763619] User Vector: [1.639918552444214, 0.11327897451508294] Predicted: 3.680983309480619 Movie Vector: [1.5676443252398233, -0.19887613414613478] User Vector: [1.9909411715172334, -0.24732422996484496] Predicted: 3.1702745161513946 Movie Vector: [1.7031229749565289, -1.37654517873232] User Vector: [1.8942093661320836, -0.9387151943615403] Predicted: 4.518255365838546 Movie Vector: [2.016972452942593, -0.7914175347836986] User Vector: [1.8190750513283869, 0.696860668297858] Predicted: 3.1175165161724787 Movie Vector: [2.3553723306207157, -0.4591826511852221] User Vector: [1.8435634175834685, 0.011253511405641363] Predicted: 4.33711084631828 Movie Vector: [2.2439732989965435, -0.330911791692883] User Vector: [1.1285485020295793, 0.03795104771706156] Predicted: 2.519874255980248 Movie Vector:
avg loss: 11.005283074612896: 60%|██████████████████████████▊ | 41689/70000 [01:07<00:48, 588.42it/s]
[1.0853738877061059, -0.5527627938216757] User Vector: [1.0633903459929523, -0.10430108769752092] Predicted: 1.211829874613833 Movie Vector: [2.033040089884273, -0.43306487715852154] User Vector: [0.6271954086486624, 0.5481796312623101] Predicted: 1.037716065300664 Movie Vector: [1.1071567096367296, -0.7635695493257791] User Vector: [1.8534720572644259, -0.06000074212773276] Predicted: 2.097898763950187 Movie Vector: [2.0520230903302363, -0.9669635716039413] User Vector: [2.158072739274719, 0.04420654369303415] Predicted: 4.385668974226265 Movie Vector: [1.9254943643118385, -0.8264614335669217] User Vector: [2.1771396931606124, -0.638355219168463] Predicted: 4.719646179059259 Movie Vector: [1.6594439938514092, -0.6799296359562285] User Vector: [1.7067765104296018, -1.1938474198719085] Predicted: 3.644032270659859 Movie Vector: [1.2841409091046219, -0.5305655311679507] User Vector: [1.6154633071044524, -0.6895092689906314] Predicted: 2.44031237135751 Movie Vector: [2.2112879826894036, -0.23925595439789563] User Vector: [1.7427308851764425, 0.9261384057993888] Predicted: 3.6320957352682557 Movie Vector: [0.39956092899029716, -1.2903697678874881] User Vector: [2.1399321694065203, 0.4865223281599978] Predicted: 0.22723958192439453 Movie Vector: [2.5041385910049914, -0.01698268820234944] User Vector: [1.5637332379224922, -0.390061207302238] Predicted: 3.9224290349823483 Movie Vector: [2.2613585853092766, -0.5090110941450146] User Vector: [2.020030207034969, -0.8661092271438732] Predicted: 5.008871856620198 Movie Vector: [1.7229507776742092, -0.6702771292388449] User Vector: [1.9567446194325915, -0.6993757581448257] Predicted: 3.8401502391897626 Movie Vector: [1.6248723976592019, -0.24096565749848364] User Vector: [2.2848446771237505, 0.41135075258393405] Predicted: 3.6134596442380493 Movie Vector: [1.7267488522188077, -0.349058954171053] User Vector: [1.2425553108878888, -0.9073836661294243] Predicted: 2.462311350425079 Movie Vector: [1.7906531253599591, -0.418249289445955] User Vector: [-0.45301072357236016, -0.050099355192869545] Predicted: -0.790231048275305 Movie Vector: [1.8298631357219297, -0.1547968058981646] User Vector: [1.7902527060854592, -0.11067883719823812] Predicted: 3.2930501609710183 Movie Vector: [2.5040741296819586, 0.7991469974656914] User Vector: [1.2110606923139076, 1.3817682097964552] Predicted: 4.136821665150359 Movie Vector: [0.9377010967412012, -0.9485813163174612] User Vector: [1.6789207379871034, -0.7157808181525018] Predicted: 2.2533021280299432 Movie Vector: [1.1823975841596208, -0.7660052527894592] User Vector: [2.1011325094101654, -0.8142248809260392] Predicted: 3.108074538867039 Movie Vector: [0.4180326557382317, 0.6641561853119247] User Vector: [1.869431139751571, -0.6150540417876196] Predicted: 0.3729913179157521 Movie Vector: [1.582181240844131, 1.3104716841073392] User Vector: [1.9336911673054975, 0.03784956653161274] Predicted: 3.1090506756921634 Movie Vector: [1.6906100328143354, -0.7345295509201969] User Vector: [1.9491404571672284, -0.5630747129167238] Predicted: 3.7088314282644768 Movie Vector: [1.3629038078126434, -0.01617471687893423] User Vector: [1.6407438520082092, -0.6251022657949756] Predicted: 2.2462868957167865 Movie Vector: [1.6647211181040462, -0.9455766997712337] User Vector: [0.1924371666167196, -0.24234178315255586] Predicted: 0.5495069587050299 Movie Vector: [1.4042026435325905, 0.03394921161578213] User Vector: [1.8096235376668834, -0.23330245174371478] Predicted: 2.533157721085908 Movie Vector: [1.983153077396708, -0.6361034928864077] User Vector: [1.4561585546998979, 0.11918274657892468] Predicted: 2.8119727575399955 Movie Vector: [0.7268267444794142, -0.7407291909443727] User Vector: [0.2687338356339249, -0.46032494510670297] Predicted: 0.5362990630456724 Movie Vector: [2.0268225333705208, -0.2770194112400372] User Vector: [1.6395040419269638, -0.40656189216171074] Predicted: 3.4356092717288895 Movie Vector: [1.970361294889652, -0.41486308113021997] User Vector: [1.93898286802341, -1.1744790665389373] Predicted: 4.3077447988747455 Movie Vector: [1.995727179620419, -0.41391587443374345] User Vector: [1.6938494207524901, -0.3208705941200455] Predicted: 3.513274759725321 Movie Vector: [0.6110242689588475, -0.8634939753792553] User Vector: [1.9807466160348752, 0.6357238406524801] Predicted: 0.6613405466470424 Movie Vector: [2.2006158933667246, -0.7060523920823745] User Vector: [1.8329218117506922, 0.023002289250440712] Predicted: 4.017316048888461 Movie Vector: [2.1653477084294854, -0.08516493049230414] User Vector: [2.103999373805414, 0.6802394499498976] Predicted: 4.49795767713352 Movie Vector: [1.6799560686894133, -0.20677260123500646] User Vector: [1.9668242825155027, 0.12715336408282238] Predicted: 3.2778865576104326 Movie Vector: [2.562163307291452, 0.3230132690097294] User Vector: [2.031895399766787, -0.04043931837267788] Predicted: 5.192985401112673 Movie Vector: [1.9333652905541674, -0.8023987189610817] User Vector: [2.435137605721923, 0.40381525888917413] Predicted: 4.383989678196334 Movie Vector: [0.01233033213445145, -0.5549904386706179] User Vector: [1.177168123624651, -0.38054923057531603] Predicted: 0.22571605835514175 Movie Vector: [1.6946012577974343, -0.9832056384084646] User Vector: [1.5835023666738965, -0.12181190656709505] Predicted: 2.803171255652852 Movie Vector: [1.0501211228464686, 0.44686441116702746] User Vector: [1.5215901283826556, -0.4308497010543561] Predicted: 1.405322536166152 Movie Vector: [1.7412230678747385, 0.30292242498360883] User Vector: [1.5639913520037014, -0.06456518712073589] Predicted: 2.703699577013311 Movie Vector: [2.042128443711075, -1.1558417120178968] User Vector: [-0.2841065251904074, -1.2821943418505293] Predicted: 0.901831687088928 Movie Vector: [1.694492405405742, -0.5322812938623336] User Vector: [2.356601191137669, -0.4277659850751528] Predicted: 4.220934652959004 Movie Vector: [2.1617172084785903, -0.2655993205437227] User Vector: [2.2505651191310685, -0.16245896344008973] Predicted: 4.908234337133225 Movie Vector: [1.5519381450480327, 0.4990265990904405] User Vector: [1.1042070360522465, 0.6628396172434204] Predicted: 2.044435619215303 Movie Vector: [1.6469404654309914, -0.6962338642830584] User Vector: [1.5778644353034288, -0.3685544642396875] Predicted: 2.8552488863020073 Movie Vector: [1.577864499967617, 0.08099973373545377] User Vector: [1.7321191595997596, -0.9849174725940123] Predicted: 2.6532712786146924 Movie Vector: [1.994684291094004, -0.2690498154009595] User Vector: [1.9954160779478238, -0.03427869858642681] Predicted: 3.989447782405796 Movie Vector: [2.260552121482839, -0.5086653142853853] User Vector: [1.0685157600336688, -0.8291301669503984] Predicted: 2.8371853251372765 Movie Vector: [1.9390812285878773, -0.5259578914441997] User Vector: [1.545618064886895, 0.2613216125441662] Predicted: 2.85963481186597 Movie Vector: [2.2582202063107824, -0.2172447307959456] User Vector: [1.7145849892473153, -0.16871975876241063] Predicted: 3.9085639467277398 Movie Vector: [2.1786383819062682, 0.0303125867450106] User Vector: [1.9945553084448933, -0.44573013990391586] Predicted: 4.331903516282236 Movie Vector: [1.699596708659291, 0.9060969998347519] User Vector: [1.8581703881721465, 0.3506645032817562] Predicted: 3.47587633023768 Movie Vector: [1.6471311414024055, -0.054975854414946006] User Vector: [1.946319593919668, -0.2742358937215836] Predicted: 3.2209199668353596 Movie Vector: [2.071340917191968, -0.6082053531321437] User Vector: [1.6412657815009826, -0.5867422251039097] Predicted: 3.7564807314269 Movie Vector: [1.6708646120317387, -0.6430937200885453] User Vector: [2.2784698972037183, -0.1126958932371893] Predicted: 3.879488742037892 Movie Vector: [0.7501803413079781, -0.08431189285771443] User Vector: [1.9085415600425057, -0.8451742904023175] Predicted: 1.503008603131643 Movie Vector: [2.1825140765521187, -0.6111701197222492] User Vector: [1.7761888943336601, -0.24852464356568038] Predicted: 4.028448100660723 Movie Vector: [0.4508071342168901, 0.47623865523370457] User Vector: [2.037382111267539, -0.2948541057076467] Predicted: 0.7780454680929303 Movie Vector: [1.8624717991086204, -0.49237585803400036] User Vector: [1.8329470209795498, -0.5205355411707602] Predicted: 3.670111269555714 Movie Vector: [2.002519001188446, -1.3346021366590797] User Vector: [1.7624598135236662, -0.8348639360173448] Predicted: 4.643570458240545 Movie Vector: [-0.6175300084064657, -0.7349952071911674] User Vector: [-0.6633809528268839, -0.49360998276217527] Predicted: 0.7724586169277885 Movie Vector: [0.699635441608271, -0.46472319953286684] User Vector: [0.5248903378590345, -0.23903424541925156] Predicted: 0.47831664265307927 Movie Vector: [1.916672624925721, 0.06484572836459482] User Vector: [1.8373130659483503, 0.8158249206283233] Predicted: 3.5744304181176805 Movie Vector: [2.0328269466041387, -0.42094378619965056] User Vector: [2.1529711341026294, -0.44978682031545725] Predicted: 4.565952703790988 Movie Vector: [2.0854255375107025, -0.27060863407023356] User Vector: [2.0417264850137147, 0.5650718042109079] Predicted: 4.104955243370447 Movie Vector: [2.0669648769603124, 0.23053118422235608] User Vector: [2.052925394872734, -0.5175118984267034] Predicted: 4.124022055428354 Movie Vector: [1.915930143012191, -0.3381078889594279] User Vector: [2.1434072047801984, -1.3327147320001456] Predicted: 4.557219837009585 Movie Vector: [1.9630295181480308, 0.3033582060931138] User Vector: [1.6903552569250808, -0.03147406638797675] Predicted: 3.30866934918272 Movie Vector: [2.2281872057912344, 0.304571406090404] User Vector: [2.0214356320954003, -0.28440743990138245] Predicted: 4.417514638892151 Movie Vector: [2.1383638467114663, -0.15358278774652057] User Vector: [1.2695922403291666, 0.04588717653390754] Predicted: 2.707802666291411 Movie Vector: [1.500144788961333, 0.0005524947569475773] User Vector: [0.8941281040396927, -0.7975199814037272] Predicted: 1.340880990330735 Movie Vector: [1.0865189644159132, -0.3685796857227581] User Vector: [2.3099754197485836, -0.3801293410577198] Predicted: 2.649940053952499 Movie Vector: [1.0645499305404535, -0.5521148852100182] User Vector: [1.7209748344744207, -0.47381130495182133] Predicted: 2.093661914746297 Movie Vector: [2.1073882719571455, 0.7059333271838324] User Vector: [0.7166660887377391, 0.6240684935494389] Predicted: 1.9508444583572677 Movie Vector: [1.5441632879288614, -0.5654117269249925] User Vector: [2.2635022887755616, -0.3985213546192258] Predicted: 3.720545783801918 Movie Vector: [1.3478868080245865, -0.6198366952136656] User Vector: [1.6243565256692647, -0.5094270529921139] Predicted: 2.505210313457321 Movie Vector: [2.4339809407514523, -0.0738083532247971] User Vector: [2.0861240464672655, -0.046513698528280606] Predicted: 5.081019268635388 Movie Vector: [1.643548571369159, -0.7536350427293805] User Vector: [1.9746910543051022, 0.10793152254495203] Predicted: 3.164159683593597 Movie Vector: [-0.07207703194558962, -0.7052136104802486] User Vector: [1.4308551526945963, -0.8461514960245143] Predicted: 0.49358575897443147 Movie Vector: [1.7015235008962735, -0.5763287171381889] User Vector: [1.1360408594088116, -0.2757130408733132] Predicted: 2.091901563407278 Movie Vector: [1.5876798159596663, -0.25257941509622145] User Vector: [1.998008855666862, 0.4890812331500905] Predicted: 3.0486664804473587 Movie Vector: [1.5677131355737903, -0.5976623383288153] User Vector: [1.0942731970330049, -0.3377447403312161] Predicted: 1.9173637761595812 Movie Vector: [2.3362813050813447, -0.5445830918757414] User Vector: [1.8547288044653434, -0.027552511271448393] Predicted: 4.348172863645401 Movie Vector: [-0.19939551464021515, -1.2522224974717995] User Vector: [2.101199358297989, -0.43906627798799036] Predicted: 0.13083894376825134 Movie Vector: [1.986983858154196, -1.033481655300408] User Vector: [2.118523070207551, -0.19158273368363413] Predicted: 4.4074683843640114 Movie Vector: [2.1061239512633763, -1.2714236398705014] User Vector: [1.1457619252800026, -0.046369086735155385] Predicted: 2.472071386312135 Movie Vector: [2.1166469796173435, -0.35999100998272293] User Vector: [1.663871068612901, 0.016257381368837434] Predicted: 3.5159751607135368 Movie Vector: [1.9206479162589096, 0.057001730556938184] User Vector: [1.9721663872959638, 0.2012243777086595] Predicted: 3.799307400035491 Movie Vector: [2.2147952594548386, 0.40340956528733163] User Vector: [0.8012453889880531, -0.5301417940044165] Predicted: 1.5607302185308203 Movie Vector: [1.5669007110134638, -0.058990630521262535] User Vector: [1.1620630226334316, -0.5565953813309213] Predicted: 1.8536712888967124 Movie Vector: [0.660499951095346, -0.37777323819558806] User Vector: [1.285193576328561, -0.5532435244212247] Predicted: 1.0578708920444133 Movie Vector: [-1.0275025280724628, 1.2396648522180107] User Vector: [2.03553620722077, -0.39399913999393255] Predicted: -2.5799454845569754 Movie Vector: [1.8324561871764848, 0.2991561104117417] User Vector: [2.1027603919605675, -0.23101662266262346] Predicted: 3.784106256121585 Movie Vector: [1.4405281067804754, -0.43727808826044035] User Vector: [2.278953785049697, 0.2366119702194347] Predicted: 3.1794317514207475 Movie Vector: [2.108493326972843, -0.24344557785269244] User Vector: [1.8274805615587868, -0.5476507555490722] Predicted: 3.9865537238653936 Movie Vector: [1.9053716195058736, 0.14554039754790318] User Vector: [1.671881579568127, 0.11704418271178874] Predicted: 3.2025903697663036 Movie Vector: [0.6296253717480134, 2.134725589061954] User Vector: [2.3267136290461146, -0.6291823462571141] Predicted: 0.12182627889822917 Movie Vector: [1.743868230084433, -0.2026407393297897] User Vector: [2.016754395481995, -0.6550210799042948] Predicted: 3.6496878740725904 Movie Vector: [1.2514354062607906, -0.29062497103296536] User Vector: [0.8145010400781086, 1.0029534199760903] Predicted: 0.7278121313620197 Movie Vector: [2.117691731387332, -1.4013943936656301] User Vector: [1.9882165459609356, -0.5140982648801671] Predicted: 4.9308841657852485 Movie Vector: [2.3663278806039845, 0.07546019218081962] User Vector: [1.717645050031115, 0.7366596657817761] Predicted: 4.120099850821805 Movie Vector: [2.2447204446663913, -0.4604933079538111] User Vector: [1.8952143685783167, -0.5396451195360685] Predicted: 4.502729406389547 Movie Vector: [2.171010815477776, -0.2662701874948155] User Vector: [1.3958164650671843, -0.36748507673071323] Predicted: 3.1281829623654476 Movie Vector: [1.7768496835042817, -0.23882984185104214] User Vector: [1.411274187633338, -0.7577620908560458] Predicted: 2.6885982939539232 Movie Vector: [1.3269561052597663, -0.6240695205277113] User Vector: [1.6222568034021427, -0.159837625911611] Predicted: 2.2524133601386125 Movie Vector: [2.0305118616558477, -0.5102088441239505] User Vector: [1.8397611965877085, -0.008385509941576455] Predicted: 3.7399352936201797 Movie Vector: [2.055507515740219, 0.233419414243174] User Vector: [1.9419443847115858, 0.19669653195690912] Predicted: 4.037594067197225 Movie Vector: [1.8791764153731347, 0.8910773126406446] User Vector: [2.122718884251611, -0.6673343510428708] Predicted: 3.3943167635927325 Movie Vector: [1.4560581413770481, -0.42681502551794553] User Vector: [1.5839855286764397, 0.15324429535425274] Predicted: 2.2409680570206527 Movie Vector: [1.6970949261596773, -0.9840969762609517] User Vector: [2.2414750486504302, -0.5379669552750962] Predicted: 4.333407586192694 Movie Vector: [1.0288110282323708, -0.3878093680065433] User Vector: [1.5454683878536055, -0.4695795137059205] Predicted: 1.7721022556474053 Movie Vector: [0.21958308841080307, -0.08052481810199168] User Vector: [0.18635990558410426, 0.40143382387301413] Predicted: 0.008596097976741851 Movie Vector: [2.098613782105845, 0.08687797587885175] User Vector: [1.6915467693335877, 0.5669247987919043] Predicted: 3.5991566421946497 Movie Vector: [2.0154695499434565, -0.5882316896898894] User Vector: [2.114784333367141, -0.6115910275921808] Predicted: 4.6220406521586685 Movie Vector: [1.3319513380965569, -0.38734505011835185] User Vector: [0.8818515911355399, 0.23614818527604242] Predicted: 1.0831125761544536 Movie Vector: [1.1395064717413148, -1.2348595376821931] User Vector: [2.213433473177713, -0.38018812800156737] Predicted: 2.991700703431134 Movie Vector: [2.0656856668107384, -0.21271264631020764] User Vector: [1.8009467114430329, -0.2730424777571269] Predicted: 3.778269396516622 Movie Vector: [1.801896359776311, -0.18854591565999249] User Vector: [1.979470822896218, -0.03769513914648131] Predicted: 3.5739085345864177 Movie Vector: [1.0659292604731734, -0.8746142208185653] User Vector: [2.000362546475156, -1.1874026671939633] Predicted: 3.170764228408231 Movie Vector: [-0.7080916126009009, -0.27189361387803584] User Vector: [2.2673223433970273, 0.24014274101498662] Predicted: -1.6707652121231966 Movie Vector: [0.7807522437992459, -0.32788976828103683] User Vector: [1.1437494535801036, -1.0582190061293772] Predicted: 1.239964136937178 Movie Vector: [1.8940847338239895, -0.34893441057726404] User Vector: [1.7622442898500392, 0.0009768757727577314] Predicted: 3.3374991411014823 Movie Vector: [1.4208122697532888, 0.38413027885061235] User Vector: [1.9009417462966638, -0.26666337114118155] Predicted: 2.598447882108837 Movie Vector: [1.5660375400422117, -0.5099087371368124] User Vector: [1.8197766428735638, 0.015605235856665844] Predicted: 2.8418812911235953 Movie Vector: [1.8503804526860463, 0.7788206623668014] User Vector: [1.0312665595644273, 0.6393855652672535] Predicted:
avg loss: 10.9312796843557: 60%|████████████████████████████▏ | 42057/70000 [01:08<00:45, 614.48it/s]
Predicted: 2.512091715809103 Movie Vector: [1.6054623013334708, 0.11423370317078468] User Vector: [2.3672832910010984, -0.5684662400281812] Predicted: 3.7356460765529045 Movie Vector: [1.9131769179842035, -0.4676467052395077] User Vector: [1.7956343302915214, -0.6728326837827944] Predicted: 3.7500141416022417 Movie Vector: [0.45166336296854304, -1.9526508383314303] User Vector: [1.9569509831097176, -0.6738994441234787] Predicted: 2.199773376714727 Movie Vector: [0.9794648159899172, -0.7810727648862258] User Vector: [1.590531430641903, -0.642330249183446] Predicted: 2.0595762387396235 Movie Vector: [2.103503807221579, -0.03280350067640782] User Vector: [1.6319814700242978, -0.6753845216152016] Predicted: 3.455034212122819 Movie Vector: [2.180544580251249, -0.2628584022765655] User Vector: [0.03764947448777484, -1.0069010750512188] Predicted: 0.34676876538214463 Movie Vector: [1.5366273902540633, -1.3205597404127722] User Vector: [1.8519959124339471, -0.2741835650827583] Predicted: 3.2079034232157047 Movie Vector: [1.9139578861522397, -0.3529541105295203] User Vector: [1.9158357450733052, -0.28973414388261554] Predicted: 3.7690917898995253 Movie Vector: [1.9653644707529814, 0.14974034467847774] User Vector: [2.1556080250089624, 0.04306675488207079] Predicted: 4.243004255942844 Movie Vector: [1.6145439873226708, -0.09395570775149871] User Vector: [1.746462119875491, -0.6445828315108542] Predicted: 2.880302150870847 Movie Vector: [1.7055268447559986, 0.22779625149279936] User Vector: [1.6954110135199005, -0.420157505754033] Predicted: 2.7958586916058326 Movie Vector: [1.9210633830867672, 0.05570993884551932] User Vector: [2.01402059261694, -0.04131034039404034] Predicted: 3.8667598167220745 Movie Vector: [1.7724411877415858, 0.5109034838224502] User Vector: [1.958992044334934, -0.7078004193278169] Predicted: 3.110580485751755 Movie Vector: [2.11264663286718, -0.14543569313151622] User Vector: [1.725861398393003, -0.1507984176975376] Predicted: 3.6680667445113975 Movie Vector: [1.7207292120130602, 0.2669150215965482] User Vector: [1.9135864516721783, 0.3883591487550514] Predicted: 3.396422997681907 Movie Vector: [2.2500385956301963, 0.2639049373363473] User Vector: [1.8459049313169609, -0.028352403135021076] Predicted: 4.145875000154586 Movie Vector: [2.0558436037742065, 0.6045152898199126] User Vector: [1.599773420981128, -0.401131642082384] Predicted: 3.046393744142663 Movie Vector: [1.1558965242810377, -1.285201488732708] User Vector: [1.944663479480149, -0.684821577763569] Predicted: 3.1279634680853943 Movie Vector: [1.3560704884436885, -1.0221129848859825] User Vector: [1.7223922854207572, -0.9430989179699101] Predicted: 3.2996389978711322 Movie Vector: [0.9394945691114988, -0.4251565659686158] User Vector: [2.064769811388737, -1.049311461310396] Predicted: 2.38596168178733 Movie Vector: [1.9938213593882832, -0.4850686323386549] User Vector: [2.2002735795472814, 0.1988289154693841] Predicted: 4.290506789302972 Movie Vector: [1.5893233947957077, -1.491778061930823] User Vector: [1.8754951830823012, 0.15368887966698647] Predicted: 2.751498672249424 Movie Vector: [1.0860292145996864, -0.48135356883812047] User Vector: [2.314135949064768, -0.5722478409278277] Predicted: 2.7886727877302286 Movie Vector: [0.6019717861320654, -0.22567267585400308] User Vector: [2.3244637877511876, -0.5768253807796676] Predicted: 1.5294353452929403 Movie Vector: [2.0230427802084274, -0.15673343020480732] User Vector: [2.020985186253248, -0.3051054920476351] Predicted: 4.136359720300769 Movie Vector: [1.9622321733421615, -0.15721646747824522] User Vector: [1.217616242547898, 0.24397610688656854] Predicted: 2.3508887042376774 Movie Vector: [1.933139064366628, 0.055462249965877425] User Vector: [1.4968861689895483, -0.6036376888679538] Predicted: 2.8602100237949823 Movie Vector: [2.449360135873442, 0.06289788613243816] User Vector: [1.0472356018034592, -0.17268337399138908] Predicted: 2.554195716730551 Movie Vector: [1.56851450755467, 0.26175070937763073] User Vector: [1.4112668879378087, 0.754038334933816] Predicted: 2.4109626568288376 Movie Vector: [1.1520652335508896, 0.43425682493888274] User Vector: [1.5085861903417594, 0.1222794115534914] Predicted: 1.79109037072434 Movie Vector: [1.9967711362669114, 0.07364942737652787] User Vector: [1.5949481683860507, 1.0098887996845027] Predicted: 3.259124198285776 Movie Vector: [0.3044999267766494, -1.1923624141484135] User Vector: [1.9620159101600974, -0.44618287833968845] Predicted: 1.1294453949471697 Movie Vector: [1.0465872770535443, 0.06893670798556503] User Vector: [0.9196075293642871, -0.92018835139286] Predicted: 0.8990147844436184 Movie Vector: [1.4665334485955506, -0.015903577898383384] User Vector: [2.1469550855877153, -0.7812210169128699] Predicted: 3.161005654945036 Movie Vector: [1.9713068197366672, 0.3199295282486671] User Vector: [2.0043170793131275, -1.1796706300286859] Predicted: 3.5737124592107614 Movie Vector: [1.5685017622929491, -0.9437831147180306] User Vector: [2.0486901714609527, -0.8144848369225166] Predicted: 3.982071180610088 Movie Vector: [0.9138739872861428, -0.9104064134934808] User Vector: [1.9013912247002187, -0.010968832316729904] Predicted: 1.7476180751973567 Movie Vector: [-0.7138790349160445, -0.8066868062819791] User Vector: [0.5452180917899169, -0.6031662144726392] Predicted: 0.0973464620243713 Movie Vector: [1.7857519147152427, -0.6487761858579717] User Vector: [1.7820393570345872, -0.42079992704606217] Predicted: 3.4552851656006913 Movie Vector: [1.6943943586788242, -0.17721264507183107] User Vector: [2.0942802786928985, -0.3619433442893707] Predicted: 3.6126776271172263 Movie Vector: [2.0872892690317397, 0.008554394947042455] User Vector: [2.078972764500458, -0.2520065002904267] Predicted: 4.337261778818349 Movie Vector: [2.4180349946058515, 0.252271739954288] User Vector: [1.8187751677644266, -0.5487186746828109] Predicted: 4.2594357881668685 Movie Vector: [0.8954121769770551, -1.686066282177664] User Vector: [1.7031619142510812, -1.322706512770536] Predicted: 3.7552027697831694 Movie Vector: [2.094368478372026, 0.10219803576012577] User Vector: [2.2194866171432808, -0.308659461798894] Predicted: 4.616878418398825 Movie Vector: [2.017587902637057, 0.16777252643573412] User Vector: [1.9747381889444457, 0.41280967808645086] Predicted: 4.05346600351941 Movie Vector: [2.3221844377047773, 0.7524938175582089] User Vector: [1.783838223027829, -0.5730461483202083] Predicted: 3.7111876771116665 Movie Vector: [1.8148419907536117, -1.03311171436211] User Vector: [1.60801441174608, 0.14144419199108862] Predicted: 2.7721644244992767 Movie Vector: [2.28450734854818, 0.22046304460780253] User Vector: [1.6592718437488632, -1.006526414568738] Predicted: 3.5687168424493665 Movie Vector: [0.0719638583102594, -1.9969086663957252] User Vector: [1.8958419128481954, 0.15971066654076518] Predicted: -0.1824955153362331 Movie Vector: [1.9408477841494207, -0.7023740917058723] User Vector: [1.929718012211017, 0.2709356105606056] Predicted: 3.5549907746546956 Movie Vector: [1.4815987144864813, -1.3434282100743882] User Vector: [1.991223260236998, -0.17357588048061426] Predicted: 3.183380557048874 Movie Vector: [1.9297735099744946, -0.6545876852379492] User Vector: [2.189424405392473, -0.5179056632812703] Predicted: 4.564107888916965 Movie Vector: [2.1635534102049374, 0.19187347088914697] User Vector: [1.6375512728043902, -0.05600861293842864] Predicted: 3.532183073697191 Movie Vector: [-0.3913857014858968, -0.39425347955744067] User Vector: [1.2758539932384405, -1.1136984840834399] Predicted: -0.060271507609466535 Movie Vector: [0.9302331761552114, -0.7909977513816001] User Vector: [-0.7649880628779531, -0.2543306915979358] Predicted: -0.5104422702904865 Movie Vector: [0.7173388607960616, -0.3340303096746385] User Vector: [1.2473901262581517, -0.510335212066505] Predicted: 1.065268841062725 Movie Vector: [-0.3653342241270813, -0.9915341824300322] User Vector: [1.551956210644126, -1.0322657472043557] Predicted: 0.4565440556099202 Movie Vector: [1.3297185199257375, -1.5987652075111825] User Vector: [1.2464286910798223, -0.8696525891684777] Predicted: 3.047769616480214 Movie Vector: [1.8417794570728976, -0.44786380710756174] User Vector: [1.4894049963315803, -1.098743505083051] Predicted: 3.235242974726441 Movie Vector: [2.3933495260975755, 0.13443518941329105] User Vector: [1.9844266096814986, -0.22568078961147142] Predicted: 4.719087046158274 Movie Vector: [1.9143629292070452, -0.37086745506298174] User Vector: [1.7957721177808978, 0.0734287472267943] Predicted: 3.4105272389709143 Movie Vector: [1.030513189116877, -0.5738173655117803] User Vector: [1.2806138660468114, -0.719397683008136] Predicted: 1.7324923623462 Movie Vector: [2.031891910085815, -1.0233193957003726] User Vector: [1.7899570415371853, 0.03787205560857834] Predicted: 3.5982440230412447 Movie Vector: [1.6832433722970477, 0.7221038105190286] User Vector: [1.5834082080472132, -0.5382993357555995] Predicted: 2.276553370287236 Movie Vector: [2.007935369572951, -0.2010049046090002] User Vector: [2.0299320144454955, -0.6873520805494074] Predicted: 4.214133429017212 Movie Vector: [2.3280517878552116, -0.45771280408396875] User Vector: [1.2982081678014317, -0.7004832366378496] Predicted: 3.342915992513686 Movie Vector: [1.0967753949377919, 0.17636894373653783] User Vector: [2.131530356131397, 0.49503234203178315] Predicted: 2.425118379447475 Movie Vector: [2.303488018247849, -0.6956671685231178] User Vector: [1.3608305735655843, -0.4240108746939171] Predicted: 3.4296273656949996 Movie Vector: [1.8215521716302203, -0.5081647467435393] User Vector: [1.8996537054486955, -0.8649353639032503] Predicted: 3.8998479926528926 Movie Vector: [1.6260814100393461, -0.44017708208165673] User Vector: [1.3026712498568447, -0.3923176719693824] Predicted: 2.290938750881487 Movie Vector: [2.0066485940366925, -0.2208908079311444] User Vector: [1.8764221292643277, -0.3745178371391335] Predicted: 3.848047375137888 Movie Vector: [1.6930227197753378, -0.09367447145804236] User Vector: [1.884260630611634, -0.5328146375711458] Predicted: 3.2400071871632874 Movie Vector: [1.7733350834188308, -0.4446165735449136] User Vector: [1.6451247977389551, 0.23433132940193577] Predicted: 2.8131699276798843 Movie Vector: [2.7349246062323127, 0.5023748165958755] User Vector: [1.456419518658215, -0.2819694277736507] Predicted: 3.8415432390119415 Movie Vector: [1.762703404500324, -0.006946873189783209] User Vector: [1.7667890141739961, 0.6341905383722388] Predicted: 3.1099193690700417 Movie Vector: [1.8120575660556142, 0.3226454624707268] User Vector: [1.6641925207598245, -0.47677224858668504] Predicted: 2.8617842459775455 Movie Vector: [2.3364653391636576, -0.7774824812052705] User Vector: [1.6592620831528797, -0.5718857773914066] Predicted: 4.321439519047466 Movie Vector: [2.078793724929158, -0.4988603228448287] User Vector: [1.788344459179642, -0.13687108156370023] Predicted: 3.7858787916914576 Movie Vector: [0.8699508479706697, 1.158292572160008] User Vector: [1.452843000759303, 0.7609764773429395] Predicted: 2.1453354017736235 Movie Vector: [1.7860540906338365, -0.7459372395538768] User Vector: [1.6681818476459263, 0.6108699729417683] Predicted: 2.5237923515665837 Movie Vector: [1.7371044093369719, -0.21512723512463205] User Vector: [1.777398316820319, -0.1783380802311396] Predicted: 3.125891831414248 Movie Vector: [2.020428408519278, -0.26733859626420253] User Vector: [2.051347531544005, 0.17477312412869392] Predicted: 4.097877226808129 Movie Vector: [2.178250656383737, -0.6397674217172238] User Vector: [2.222557789303614, 0.04816763104565746] Predicted: 4.810471882277078 Movie Vector: [1.8542358124308527, -0.17930850273005153] User Vector: [1.593920400914423, -0.4892845335333886] Predicted: 3.043237166656509 Movie Vector: [-0.6571174157787484, -0.825359599567817] User Vector: [1.8217483341389247, 0.20413699514441894] Predicted: -1.365588986097985 Movie Vector: [2.126916310781268, 0.5983070794917918] User Vector: [1.84022860877272, -0.2599379501431252] Predicted: 3.7584895277658026 Movie Vector: [1.6244346086877033, -0.6476918781089525] User Vector: [0.7899890421612957, 0.12080623596524764] Predicted: 1.2050403227112534 Movie Vector: [1.6048903957348928, 0.06563227081803809] User Vector: [2.222969666203053, -0.0650880953895885] Predicted: 3.5633507877956405 Movie Vector: [2.1729716815814304, -0.30326341819587754] User Vector: [1.7617572393306966, 0.13297358222350275] Predicted: 3.7879225678118322 Movie Vector: [2.055737156661575, 0.012379042172320581] User Vector: [0.820931318810969, 1.0553850778283302] Predicted: 1.700683671533373 Movie Vector: [2.1846059199894734, -0.5062915920095488] User Vector: [2.0606113063927647, -0.6579636877278559] Predicted: 4.834745141687087 Movie Vector: [2.437793877931747, 0.11256129066695933] User Vector: [2.0850509130016057, -1.0810775309068812] Predicted: 4.961236868701385 Movie Vector: [2.0522143426117676, -0.34938822760044697] User Vector: [1.5127561059907337, -0.770916854886149] Predicted: 3.3738490511436936 Movie Vector: [2.271935706067216, -1.017319352153751] User Vector: [1.5527881163776263, -1.1141563197613582] Predicted: 4.661287550972816 Movie Vector: [2.0499457688994656, 0.10731852521140908] User Vector: [2.1145243040424018, -0.3024016553113807] Predicted: 4.302206850637302 Movie Vector: [1.5079385241243846, -0.8385974581213739] User Vector: [0.7189825610008473, -2.079785345091857] Predicted: 2.8282842057389037 Movie Vector: [1.8508476466035706, 0.4825745660910039] User Vector: [2.2446731882901316, -0.32195361504046055] Predicted: 3.9991814618613435 Movie Vector: [1.8930359391218927, -0.48567603875942983] User Vector: [1.619314989625514, -0.9482326308607734] Predicted: 3.5259553400987858 Movie Vector: [1.386039458348186, -0.8929082472600628] User Vector: [1.6460843341581908, -0.8513195869166966] Predicted: 3.0416881191240015 Movie Vector: [1.4830431736730192, -0.7885897050567616] User Vector: [1.8901433277111162, -0.37602825935242074] Predicted: 3.099696173561308 Movie Vector: [1.1144568379326576, -0.4449771057581585] User Vector: [1.8378413376916531, -0.22790151870348213] Predicted: 2.1496058040163297 Movie Vector: [2.189784984396958, -0.3019943868818705] User Vector: [2.1224596654595866, 0.06098829688789374] Predicted: 4.629312182085965 Movie Vector: [0.6706689848671105, 1.2876960458005953] User Vector: [1.9004357621333114, -0.24659203264109772] Predicted: 0.9570277380372286 Movie Vector: [1.5757034536427716, -0.3342058260998376] User Vector: [1.9648995231219135, -0.8867525416806061] Predicted: 3.392456830382732 Movie Vector: [1.0467746257582369, -0.8082555831871043] User Vector: [1.6895524134570423, -0.14866607299394258] Predicted: 1.888740778823277 Movie Vector: [1.1160257849073583, -0.3083880401993668] User Vector: [0.22079157196885196, 0.1923076223370126] Predicted: 0.18710371663955622 Movie Vector: [2.064097565618237, -0.6669130972951574] User Vector: [2.1613714768233976, 0.8838798059894775] Predicted: 3.871810584658784 Movie Vector: [0.7296379251958519, 0.32855504617492415] User Vector: [2.280607493800073, -0.3735949916015338] Predicted: 1.5412712002460347 Movie Vector: [1.43948559574332, -0.6246985487356637] User Vector: [1.8103197214251, -0.32275823667459946] Predicted: 2.807555764724595 Movie Vector: [0.9950758060649132, -0.4028000452140798] User Vector: [2.1742087406771002, 0.205170123363137] Predicted: 2.0808599802153953 Movie Vector: [1.1080360100514968, -0.4867954881809008] User Vector: [1.5287431563272111, -0.9729386258841314] Predicted: 2.1675246006876554 Movie Vector: [1.6437870788524482, -0.40464682208879765] User Vector: [1.7312952293225123, -0.026937418391717427] Predicted: 2.856780868386717 Movie Vector: [1.2880334502624236, 0.6932364409130771] User Vector: [2.0421325384478246, -1.1735334412966516] Predicted: 1.8167988732531466 Movie Vector: [1.381322398902305, -0.1791914501419477] User Vector: [1.7567382519264463, -0.9836536505590333] Predicted: 2.602884220475574 Movie Vector: [2.810848562952419, 0.48767559404604105] User Vector: [1.6469417764155392, -0.006135131914850961] Predicted: 4.626311971402797 Movie Vector: [2.162912982583293, -0.40580145047825633] User Vector: [1.5939483713353593, 0.0068729031051409095] Predicted: 3.4447825918796813 Movie Vector: [1.7720583336831608, 0.3965455958216136] User Vector: [1.706569843953032, 0.35169078017052946] Predicted: 3.163602743957032 Movie Vector: [1.3324795388720059, 0.8491274494439742] User Vector: [1.3986835185329176, 0.3448509151089639] Predicted: 2.156539547787512 Movie Vector: [1.0783667655799616, -0.327850482485721] User Vector: [1.767981575438233, 0.30287722444955895] Predicted: 1.8072341289405682 Movie Vector: [2.3718377364457153, -1.0504656502836989] User Vector: [2.031401394881441, -0.4916786352422841] Predicted: 5.334646003548653 Movie Vector: [2.158420594778375, -0.9988103500477594] User Vector: [1.2639983704050706, 0.6714533742814242] Predicted: 2.057585534641831 Movie Vector: [1.0489441609737817, -1.5927740705854407] User Vector: [1.9378912635049619, -1.2932445881869261] Predicted: 4.092586172444717 Movie Vector: [1.5042280806176236, 0.2468023114549616] User Vector: [1.590180781391293, -0.6371643497206008] Predicted: 2.234740950339516 Movie Vector: [2.097191229610245, -0.6415241546941519] User Vector: [1.6731194081122291, -0.1795259288699972] Predicted: 3.6240215685476587
avg loss: 10.908788496624362: 60%|███████████████████████████ | 42191/70000 [01:08<00:43, 636.08it/s]
Movie Vector: [2.134324155830491, 0.2083560504396429] User Vector: [1.5896406706193729, -0.12288561146958753] Predicted: 3.367204521731845 Movie Vector: [1.8227909237599462, -0.09340176008508361] User Vector: [1.8258933025167667, -0.844358167675014] Predicted: 3.4070862785846985 Movie Vector: [1.55903068203028, -0.31692679640660026] User Vector: [1.9380074157203804, -0.6774209299776653] Predicted: 3.236105868266886 Movie Vector: [0.8492408881941627, -0.609861827012374] User Vector: [2.0499556337773535, -0.8152462781878329] Predicted: 2.2380937278683772 Movie Vector: [0.8235311637228457, 0.904307603105116] User Vector: [1.0524355317226826, -0.24739480064572675] Predicted: 0.6429924589902476 Movie Vector: [2.002083149684899, -0.6995141171777899] User Vector: [2.089303256589221, -1.0808811856428642] Predicted: 4.939050492948116 Movie Vector: [1.7156810814537464, 0.07147697606781722] User Vector: [1.398394763348196, -0.24137973105572105] Predicted: 2.3819463466205626 Movie Vector: [2.1371503580570574, -1.0892228265673454] User Vector: [1.9347222306194898, -0.17371575079855356] Predicted: 4.32400746901346 Movie Vector: [2.0695996471758558, -0.7114138785705517] User Vector: [1.8428882240687545, -0.7755221446115697] Predicted: 4.3657580351327026 Movie Vector: [2.283891309642804, 0.3952601464683029] User Vector: [1.9527709342655752, -0.5169432788732553] Predicted: 4.255589490368959 Movie Vector: [2.366438220000481, -0.47842523903778295] User Vector: [1.5323872894009383, -0.7553804264173285] Predicted: 3.987692910554491 Movie Vector: [1.8571453101188584, 0.6848600911376325] User Vector: [1.186207964317737, -0.5726349588967065] Predicted: 1.8107857276197308 Movie Vector: [1.5484872098443274, -1.0808501430975348] User Vector: [1.7905455511055979, -0.551663848978738] Predicted: 3.3689028346410868 Movie Vector: [0.6802269165512986, -0.042894923982455355] User Vector: [-0.01162596933247742, -0.8014445940327017] Predicted: 0.026469607666231458 Movie Vector: [1.5606738038942276, 0.45910628777863893] User Vector: [1.9500067333513744, -0.0003865460494272589] Predicted: 3.043146960437038 Movie Vector: [1.7435843590134283, 0.5824515878151387] User Vector: [1.764839691655331, -0.5337210583062473] Predicted: 2.766280204675467 Movie Vector: [1.6865926765257686, 0.259987069189848] User Vector: [1.5402329502214647, -0.7945527566382279] Predicted: 2.3911721714721135 Movie Vector: [1.9563373741815555, -0.6637509765513548] User Vector: [2.244741362812573, -0.32193583978454143] Predicted: 4.605156651485346 Movie Vector: [-0.6253507958411446, -0.1120630298633278] User Vector: [1.9146069422648382, -1.019843491924665] Predicted: -1.0830142233768227 Movie Vector: [2.186733980878705, -0.42838831286619894] User Vector: [0.9435483434430919, 0.024882088552568564] Predicted: 2.052630029273198 Movie Vector: [2.199058195133775, -0.5886033002866093] User Vector: [1.9841225497479362, -0.892747683331396] Predicted: 4.888675185905004 Movie Vector: [1.6635396304222845, -0.6151003409154064] User Vector: [1.8908809035684047, -0.6158198360100039] Predicted: 3.5243463105669623 Movie Vector: [1.2938038456009597, -0.8139969032887865] User Vector: [1.1740207022980296, -1.808661964600201] Predicted: 2.9911977377291064 Movie Vector: [-0.24008750915527344, -0.8244228363037109] User Vector: [1.8840785342630753, -0.9240475013774224] Predicted: 0.3094621396207916 Movie Vector: [1.6370085569677872, 0.18922509647417313] User Vector: [-0.6525133997720326, -0.4755635512325088] Predicted: -1.1581585778245318 Movie Vector: [2.07656548818595, -0.6618144156948809] User Vector: [1.5621803493861035, 0.08517587404313895] Predicted: 3.187599178546291 Movie Vector: [2.267284973671159, -0.6802872566042901] User Vector: [2.143114298373837, 0.07150073883809947] Predicted: 4.810409804093458 Movie Vector: [2.305950941593562, 0.6110402637566958] User Vector: [1.1990426075443221, -0.29113919438470187] Predicted: 2.5870356597508892 Movie Vector: [1.4067016168532764, 1.0606498404006637] User Vector: [0.9744077757097973, 0.5875356564944005] Predicted: 1.9938705938558616 Movie Vector: [1.7237940470130384, -0.6324976929859971] User Vector: [1.9323865709984775, -0.01820905192974855] Predicted: 3.342553650952142 Movie Vector: [1.3698910949285417, -0.1494846065328758] User Vector: [1.706238312277512, 0.125867098676857] Predicted: 2.3185454760937234 Movie Vector: [2.274465114046853, -0.4053204518433516] User Vector: [1.771694054176231, -0.7407616226952275] Predicted: 4.329902154607116 Movie Vector: [2.103736382680208, 0.0740866000722273] User Vector: [1.4201267978060845, -0.4760506569785148] Predicted: 2.952303437926111 Movie Vector: [1.7674337184758002, -0.21529970865110332] User Vector: [1.5084471895130944, 0.15634115580418018] Predicted: 2.6324202199906814 Movie Vector: [1.6443848153845755, 0.8431750029601428] User Vector: [1.7368169181876623, -0.4357506402513781] Predicted: 2.488581319986986 Movie Vector: [1.544544000009933, 0.7842173023979391] User Vector: [1.7418981214485867, -0.18908423913873335] Predicted: 2.542155160168644 Movie Vector: [1.5547919983655798, -0.5433546002216317] User Vector: [2.06769071180803, 0.004950327121903114] Predicted: 3.2121391907996673 Movie Vector: [2.320987105343105, 0.262815195001798] User Vector: [1.839122889964261, -0.2325892500144026] Predicted: 4.20745252365054 Movie Vector: [2.133675735145455, -0.6587005529430501] User Vector: [1.533697867908775, -0.7556453874167707] Predicted: 3.7701579603215647 Movie Vector: [0.5321184861332819, 0.7024904889690798] User Vector: [1.6193221449615598, -0.7247795785265526] Predicted: 0.3525204878251227 Movie Vector: [2.3602638392781663, 0.09661597606649543] User Vector: [1.9129169777173496, 0.059039247376223195] Predicted: 4.520692904559024 Movie Vector: [1.46346731836148, -0.842847954765629] User Vector: [1.4966260433818899, -0.5131460743311164] Predicted: 2.6227674215440393 Movie Vector: [1.988216638719641, -0.96186690004696] User Vector: [1.765611303913277, -0.1986728536163326] Predicted: 3.7015146137832833 Movie Vector: [2.19992959131589, -0.5111845183291217] User Vector: [1.854313568466681, -0.7229666083204613] Predicted: 4.448928628290749 Movie Vector: [1.7219318535277721, 0.18486214048409627] User Vector: [0.4431801122996549, 1.2669211989922364] Predicted: 0.9973317168891735 Movie Vector: [1.4549675046593897, 0.08565092071527244] User Vector: [2.4961585230367196, -0.25600663655422207] Predicted: 3.6099023333669145 Movie Vector: [0.2352268857020705, 1.3309344935489662] User Vector: [-0.2764450703764719, -0.7266980662617939] Predicted: -1.032214835755501 Movie Vector: [1.750220155276762, 0.48611472922015797] User Vector: [0.022767235577637268, 0.4131620572992173] Predicted: 0.24069183619596732 Movie Vector: [2.0514381627793594, -0.5986337342569351] User Vector: [1.7497470785515663, -0.6142417042974362] Predicted: 3.957203737332295 Movie Vector: [1.565015882819842, -0.5087789497082407] User Vector: [1.8961813694809968, -0.8692092117026033] Predicted: 3.4097893097516176 Movie Vector: [1.778462946815812, -0.548126573810084] User Vector: [0.9942993574966462, 0.039343965247260346] Predicted: 1.74675909247947 Movie Vector: [1.5442752213891902, 0.12163936658601915] User Vector: [2.029277805484465, -0.5037026675551364] Predicted: 3.072493358895597 Movie Vector: [-0.3424496693838711, 0.24587087159302762] User Vector: [2.173235610999475, 0.41397870200732395] Predicted: -0.6424385121965344 Movie Vector: [0.09946958799017733, 0.15348394972375953] User Vector: [1.6629305695129928, -0.7964839647885751] Predicted: 0.04316351379833801 Movie Vector: [2.4290506147950133, -0.027875274622762458] User Vector: [1.6216851031854842, -0.8821846662662904] Predicted: 3.963746336736778 Movie Vector: [2.517494533214028, 0.051662899852960485] User Vector: [2.367921276699307, -0.46949765324132753] Predicted: 5.936973258931081 Movie Vector: [1.94056992819262, -0.9165884824252789] User Vector: [1.9111615617533435, -0.6877699977668943] Predicted: 4.339144713166976 Movie Vector: [1.989890670948517, -0.3841945120384859] User Vector: [1.9246405017151833, 0.19769051113689323] Predicted: 3.7538725698318385 Movie Vector: [1.6218952357035465, -0.2620481653489791] User Vector: [2.0242400690808666, -0.5040994796367353] Predicted: 3.415203667754657 Movie Vector: [1.1506101066252352, -0.9542404063047573] User Vector: [0.6753401750123293, 0.577094470937413] Predicted: 0.22636636835569535 Movie Vector: [0.31247087535770773, 1.1465858210805482] User Vector: [1.6254656298827468, -0.5606396656242162] Predicted: -0.1349108231067363 Movie Vector: [1.9749351528586918, -0.32036856372894157] User Vector: [1.9713228804484004, -0.5071461156432413] Predicted: 4.055708526901535 Movie Vector: [2.0502084127264477, -0.6364828923663726] User Vector: [1.8879283292622377, -0.4884901177688511] Predicted: 4.181562146327935 Movie Vector: [1.5814685620576538, -0.2429058059775092] User Vector: [2.1363296775601683, -0.7811057914439725] Predicted: 3.568273355076569 Movie Vector: [0.820485344580604, 0.32937092459314926] User Vector: [1.9202264489477907, -0.6763699757157083] Predicted: 1.3527410553691888 Movie Vector: [2.297599214749053, -0.5232301718326403] User Vector: [1.0701055940327893, -1.424226142502722] Predicted: 3.2038718618185436 Movie Vector: [2.340228756867161, -0.46219597806107354] User Vector: [1.9589930316248372, -0.5401147645851564] Predicted: 4.834130698993487 Movie Vector: [1.1166009383908062, -1.3433882145854157] User Vector: [1.68356666245653, -0.6761889769668078] Predicted: 2.7882564176322178 Movie Vector: [1.9892906733829447, -0.535790084848916] User Vector: [2.162457773478879, 0.06569682809674457] Predicted: 4.266557371265723 Movie Vector: [2.1335464999150884, -0.6274575371696555] User Vector: [2.171503854214714, -0.21913940865617293] Predicted: 4.7705051213641445 Movie Vector: [1.9518583298225365, 0.08046929053083857] User Vector: [1.7822183277207917, -0.38131769078878525] Predicted: 3.4479533244795872 Movie Vector: [1.1405125792139916, -0.42013993003064914] User Vector: [1.9634368970423888, -0.5119315939235806] Predicted: 2.454407383621263 Movie Vector: [1.1803086341563083, 0.06973914002903916] User Vector: [1.7517971966786527, 0.11627622412056471] Predicted: 2.0757703604066227 Movie Vector: [2.0087322865321044, 0.3214962440222273] User Vector: [1.9372364231055395, -0.7305812133145235] Predicted: 3.6565102337042443 Movie Vector: [1.9673900828864361, -0.536060350948464] User Vector: [1.9553028548089957, -0.13666562038269708] Predicted: 3.9201044660156934 Movie Vector: [0.6951685347685016, 0.45376586359077686] User Vector: [1.9093863960073982, -0.21613210283736292] Predicted: 1.2292719729256862 Movie Vector: [2.1495386062249326, -0.6665161114133363] User Vector: [1.4251586873088098, 0.08035800662038324] Predicted: 3.009873712273589 Movie Vector: [1.8277174886516911, -0.43521767524385085] User Vector: [1.949264680867413, -1.1367540044960356] Predicted: 4.057440582393331 Movie Vector: [1.4601920587017663, -1.0536081185198471] User Vector: [1.7811303211600589, -0.6455302458611533] Predicted: 3.2809282582602686 Movie Vector: [1.9288887109561093, 0.012772199240889664] User Vector: [1.7382342961674937, -0.7640309890860333] Predicted: 3.343102154855396 Movie Vector: [1.1508979479345967, -1.1742641261625197] User Vector: [2.0704702833565003, -0.4305255513803672] Predicted: 2.888450710756863 Movie Vector: [2.311878353281399, -0.4250881604388027] User Vector: [1.7580700281003832, 0.6342249001885502] Predicted: 3.7948425453924624 Movie Vector: [1.7419281724316482, 0.24202571713845777] User Vector: [1.044965105545424, -0.7910006542704673] Predicted: 1.6288116559507857 Movie Vector: [1.6489726019719784, -0.6438359972668445] User Vector: [1.9035618600908024, -0.1578345158933038] Predicted: 3.240540896391844 Movie Vector: [2.354850913084612, -0.4662274586920002] User Vector: [2.0191273968238614, -0.8659060128388326] Predicted: 5.158453153876797 Movie Vector: [2.3024797111833344, -0.15754532315708678] User Vector: [1.907237139794335, -0.7657910003659386] Predicted: 4.512021609415229 Movie Vector: [1.8217973187414565, -0.15787814524407665] User Vector: [1.9699099036658878, -0.029607496987935706] Predicted: 3.59345095737053 Movie Vector: [2.5445176305980173, 0.32336445792318874] User Vector: [2.0015183790001445, -0.16914815342128955] Predicted: 5.038202302392048 Movie Vector: [2.0641055750010566, 0.607179289079153] User Vector: [2.0456688644975456, -0.22294401232562416] Predicted: 4.087109520907139 Movie Vector: [1.7446291908189566, -0.47314078094931156] User Vector: [1.6935237316901197, 0.3487713625294073] Predicted: 2.789552982811314 Movie Vector: [0.1591096572329708, -1.459921347220864] User Vector: [1.6419813682063655, -0.6286653031162892] Predicted: 1.179056988954785 Movie Vector: [1.621024626658642, -0.6141167993920521] User Vector: [1.3942417015645447, 0.7099470604122742] Predicted: 1.8241097172723943 Movie Vector: [1.9540661164364725, -0.09839988223061971] User Vector: [1.920675768725513, -0.3959145236979642] Predicted: 3.7920853828323713 Movie Vector: [2.09237122972064, -0.12833171156816148] User Vector: [1.911775709832707, -0.270473539401824] Predicted: 4.034854825178045 Movie Vector: [2.1964833351174424, 0.5692508919771614] User Vector: [1.5567328629078374, -0.6447208764683543] Predicted: 3.052329856600823 Movie Vector: [1.3807792868548612, -0.5524998563659851] User Vector: [1.3832935681726928, -0.36594916816669226] Predicted: 2.112209969421756 Movie Vector: [2.1206850241221757, -0.32635766200222854] User Vector: [1.7574179937475116, -0.15297079013637996] Predicted: 3.77685320988673 Movie Vector: [2.0896335514054556, -0.16717074676470367] User Vector: [1.3311200919675046, -1.7404997190020568] Predicted: 3.072513842894544 Movie Vector: [2.0219320867868253, 0.09666656269029078] User Vector: [0.9974432743489766, 0.6251494262307221] Predicted: 2.0771936073574415 Movie Vector: [0.9817328148225872, 0.49849297705344325] User Vector: [2.4184499913371864, -0.3859806884900575] Predicted: 2.1818630550125713 Movie Vector: [1.3654275502666424, -0.4787825478818781] User Vector: [1.5101416929620937, -1.1457523051708987] Predicted: 2.61055528028801 Movie Vector: [2.399653517417233, -0.7256306468651352] User Vector: [1.3163531993566173, 0.15855396825484974] Predicted: 3.0437399664517337 Movie Vector: [1.5376553089978566, 0.12328254600752764] User Vector: [1.1513664714204763, -0.11005960309136423] Predicted: 1.7568363393001432 Movie Vector: [2.8385434721063585, 0.48757242590527106] User Vector: [1.9476438832316245, -0.05784550861129571] Predicted: 5.500267955773673 Movie Vector: [2.1108666697102567, -0.8055429620028921] User Vector: [1.9117702621174442, -0.02130848785128692] Predicted: 4.0526570288664825 Movie Vector: [1.6446379480431252, 0.4590896437293343] User Vector: [1.9260545452520987, 0.7897622963059279] Predicted: 3.5302340863644956 Movie Vector: [1.07305239106525, 0.7088050953175716] User Vector: [1.643158410402477, -0.2438918649800377] Predicted: 1.5903232645769974 Movie Vector: [1.85245763442167, -1.1067362915001817] User Vector: [1.8399807371654897, -0.16963071066289565] Predicted: 3.5962228273946173 Movie Vector: [2.3191410151018443, -0.3283840371696485] User Vector: [1.7352382284572503, -1.623512996960996] Predicted: 4.557397898927321 Movie Vector: [1.6628267175197464, -1.403072522589495] User Vector: [2.015887127108135, -0.2819138869299758] Predicted: 3.7476166029473825 Movie Vector: [2.198480883857751, 0.3783715717940302] User Vector: [2.141506767031169, 1.0018368812967882] Predicted: 5.087128285427534 Movie Vector: [2.0592485126921805, -0.3210100487820925] User Vector: [1.1672047398930208, 0.4969760362957168] Predicted: 2.244030322977147 Movie Vector: [2.1888288545606653, 0.61265841717263] User Vector: [1.7626030032741344, 0.1393961075936005] Predicted: 3.9434385113400334 Movie Vector: [2.20871356070183, 0.26957824470718866] User Vector: [1.726412139865288, 0.13718705918618865] Predicted: 3.85013255129268 Movie Vector: [2.1384258185292615, -0.14768816856841555] User Vector: [1.9229153426915133, 0.25577348204147393] Predicted: 4.0742370985265035 Movie Vector: [1.6589471873956476, -1.354652940341078] User Vector: [2.017206829637386, 0.01938183006302838] Predicted: 3.3201839433381606 Movie Vector: [1.8898837479693131, -0.5282153787295764] User Vector: [0.3923333491134624, -0.5384146405935768] Predicted: 1.0258633135705884
avg loss: 10.888763359165578: 60%|███████████████████████████▏ | 42322/70000 [01:08<00:45, 614.03it/s]
Movie Vector: [2.1933151498008425, 0.6130132174837805] User Vector: [1.6550393386297044, -0.3865609007422041] Predicted: 3.3930559134154907 Movie Vector: [2.4316962559492574, -0.029314483784968277] User Vector: [1.6494671216420898, -0.15548228938595626] Predicted: 4.015560907059522 Movie Vector: [1.7594398148599846, -0.8067647495747764] User Vector: [0.636278312889528, 0.5974853771461824] Predicted: 0.6374632563618438 Movie Vector: [2.1087417050672315, -0.2998585891337703] User Vector: [1.9649068960076335, -0.759346942621054] Predicted: 4.371177821062889 Movie Vector: [1.485675973538525, 1.308582715177195] User Vector: [1.7820510657265634, 0.06828509919691589] Predicted: 2.736907152481922 Movie Vector: [1.7555898720943572, -0.6068825638973131] User Vector: [1.9876471784722614, -0.5465499335501636] Predicted: 3.821184880793657 Movie Vector: [0.26257567727008546, 1.3577637996457665] User Vector: [1.5416711654913546, -0.4759861469186859] Predicted: -0.2414714090124086 Movie Vector: [2.2495930105427777, -0.42108743887296896] User Vector: [1.5557662451427947, -0.7624582559549291] Predicted: 3.8209024653592247 Movie Vector: [1.9846923644337322, 0.10515215869804444] User Vector: [2.0852200310202207, -0.039600347919968464] Predicted: 4.134356211661124 Movie Vector: [0.9407946301439674, -1.4451706332162408] User Vector: [1.6804668729167727, -0.26423480169323876] Predicted: 1.9628385858557102 Movie Vector: [1.5450124663950522, -0.056919644764115304] User Vector: [1.7515080865974642, -1.0777041561570602] Predicted: 2.7674443665140975 Movie Vector: [0.6786712587595278, -0.15013531759820806] User Vector: [1.9881830930920945, -0.8344589000985528] Predicted: 1.474604474422171 Movie Vector: [1.8110479021277597, 0.01908344619068919] User Vector: [1.7332289810607524, -0.0648873355218142] Predicted: 3.1377224360812224 Movie Vector: [0.3460079669603593, -1.9162671408075311] User Vector: [1.8269590205481334, -0.608713449357058] Predicted: 1.7985999575902882 Movie Vector: [1.0505576939678234, -0.8654897553062689] User Vector: [1.8098710566472258, -0.7126397669126981] Predicted: 2.518156381137205 Movie Vector: [0.664774052654753, 0.6568088144766762] User Vector: [2.247809544368016, 0.4924786772028982] Predicted: 1.8177497965342373 Movie Vector: [2.0709921281285197, -0.10913067876943781] User Vector: [2.0105238255269358, -0.17602567209581224] Predicted: 4.182988817157784 Movie Vector: [1.2227529623207627, -0.3558951800594166] User Vector: [1.4675737432698817, 0.10682027388512] Predicted: 1.7564633213990775 Movie Vector: [2.023521117769068, -0.1310185762776731] User Vector: [1.324479273631465, -0.8989669048930614] Predicted: 2.79789314424054 Movie Vector: [1.965075616212464, -0.29116150410742103] User Vector: [1.5945923289553936, -0.22504686471107274] Predicted: 3.1990194870536235 Movie Vector: [1.3059921149123235, -0.022126748397227405] User Vector: [2.148486895133973, -0.47400078773855836] Predicted: 2.8163950402078073 Movie Vector: [1.9497055239042598, -0.017872766979404254] User Vector: [1.4492587392818568, 0.3770801591211962] Predicted: 2.81888830372783 Movie Vector: [1.637010295306145, 0.06675802645901645] User Vector: [1.4901288428461585, -0.37737022613421234] Predicted: 2.4141637655306813 Movie Vector: [1.9862669405097608, -0.33341877692295835] User Vector: [1.8760291410704428, 0.4990934081382809] Predicted: 3.5598875486293666 Movie Vector: [2.1734734848831416, 0.7634799307202983] User Vector: [2.1252096693757343, -0.8292095092763606] Predicted: 3.9860020475104982 Movie Vector: [1.3601198594558626, -0.6467362497871384] User Vector: [1.6600338522236875, 0.23059328080538044] Predicted: 2.1087119761242716 Movie Vector: [2.3110975245641057, 0.09258609782863118] User Vector: [1.6960423911107991, -0.04696458332669434] Predicted: 3.9153711041455885 Movie Vector: [1.653961290418323, -1.815666656285999] User Vector: [0.19500870272902998, 0.4271877263258894] Predicted: -0.45309366505603654 Movie Vector: [2.2138076865204956, -0.25551752036495257] User Vector: [1.9226551615995582, -0.3404601948684422] Predicted: 4.343382320053161 Movie Vector: [1.6020654720816736, 0.11712555154918712] User Vector: [1.6043442298231294, -0.5021033700662059] Predicted: 2.5114553617793907 Movie Vector: [1.3532347340556432, 0.08845259538039346] User Vector: [1.937071721885124, -0.8808502805163099] Predicted: 2.5433992429587073 Movie Vector: [1.5921683827061943, -0.6115226655145707] User Vector: [1.8277446454419222, -0.6717434755204379] Predicted: 3.320863596825452 Movie Vector: [2.0200776938039007, -0.3690027366698398] User Vector: [1.6438213820029621, 0.1114701904613918] Predicted: 3.2795141010447226 Movie Vector: [1.8534295809509842, 0.15762319821909324] User Vector: [1.8337280216948697, -0.6342317405805816] Predicted: 3.298716123465626 Movie Vector: [1.0734727505985455, -0.12672868774497228] User Vector: [1.7130256631882694, -1.3412800087832946] Predicted: 2.008865025920281 Movie Vector: [1.8506519701557678, 0.5879583237058231] User Vector: [1.5989926541979242, -0.25578035014604744] Predicted: 2.8087907198472304 Movie Vector: [2.1435256402641527, -0.04936626628380149] User Vector: [1.6720028245838867, -0.3575119933247571] Predicted: 3.6016299573517703 Movie Vector: [1.0356783561193323, 2.0249220592153567] User Vector: [1.7487717666048044, 0.39151982863889717] Predicted: 2.6039622060962837 Movie Vector: [1.9891121106913907, -1.4689550644936076] User Vector: [1.7842133069690032, 0.12687180729737843] Predicted: 3.362631313077839 Movie Vector: [1.0898010608502702, -0.8809418968968328] User Vector: [1.7681741571037473, 0.14095548683879092] Predicted: 1.802784478225915 Movie Vector: [1.903150375350211, -1.1923500327810836] User Vector: [1.2985917013966632, -0.22792863101885957] Predicted: 2.743185994606814 Movie Vector: [1.0965114161447003, -0.4794608862151332] User Vector: [1.455613053805242, -0.48952565319167873] Predicted: 1.830804734491022 Movie Vector: [1.718979256799634, -0.7335248010537226] User Vector: [1.6586834136769173, -1.1741420716418864] Predicted: 3.712504711218148 Movie Vector: [1.9031564436446322, -1.0260431910936239] User Vector: [0.9714599997114285, -0.9167729280593044] Predicted: 2.7894889788080315 Movie Vector: [1.942555300054138, 0.05166503754852878] User Vector: [2.0535975767076393, -0.47183260397018456] Predicted: 3.964849607611019 Movie Vector: [2.015549735707289, -0.4940199392359734] User Vector: [1.7997077135339647, -1.040433464442765] Predicted: 4.1413952832468395 Movie Vector: [1.7288253698937475, -0.3529286968258902] User Vector: [1.9188490334724293, -0.5365405588592724] Predicted: 3.5067154502956703 Movie Vector: [1.90311748548045, 0.030386575288946782] User Vector: [0.9748563466155282, -1.1589590084982373] Predicted: 1.8200493639070674 Movie Vector: [2.262870451611616, 0.541756669331677] User Vector: [0.9351622694730614, 0.3243826211013098] Predicted: 2.291887515449575 Movie Vector: [2.0955607356991552, 0.6575002429696554] User Vector: [1.0728223912959867, -0.8780305966732227] Predicted: 1.6708591489313094 Movie Vector: [2.1073842157338407, -0.1281320737490256] User Vector: [1.0072687762698513, 0.34164573085270955] Predicted: 2.078926544130967 Movie Vector: [1.506533858432768, -0.7949427630423004] User Vector: [2.4104156495362488, -0.3900602739969738] Predicted: 3.9414483808867633 Movie Vector: [1.7140187594046163, -0.6230562239408189] User Vector: [2.316414625231232, -0.4917866673415501] Predicted: 4.276788866143812 Movie Vector: [1.380263542131193, -0.0010973143523017835] User Vector: [1.666044531126293, -0.3221558941247934] Predicted: 2.299934032166982 Movie Vector: [-0.29821854801402653, 0.2899096747410959] User Vector: [1.969255259351742, -0.47407580857445036] Predicted: -0.7247076075793026 Movie Vector: [0.6071250036704656, -0.9759334732963197] User Vector: [1.6942061511811843, -0.6889893994548216] Predicted: 1.7010027334286915 Movie Vector: [1.888132006683175, -0.5272529266440759] User Vector: [1.9648766820662211, -0.879032842025727] Predicted: 4.173419191168997 Movie Vector: [1.7445394855314498, 0.29135675373228553] User Vector: [2.1479915883605423, -0.7074913117768933] Predicted: 3.54112376859127 Movie Vector: [2.4072221572853256, -0.3906928214526048] User Vector: [0.581745074005879, 0.46206832373927625] Predicted: 1.2198628549329702 Movie Vector: [2.3124644808944517, -0.7692102801897054] User Vector: [1.562726597828071, -0.43774682913662444] Predicted: 3.950469111918781 Movie Vector: [2.060930345174134, -0.6150605417957248] User Vector: [1.879501229121303, 0.646537431425532] Predicted: 3.4758614540243724 Movie Vector: [-0.10548210092762689, 0.0965264842351945] User Vector: [2.018347482456458, -0.5402336254142053] Predicted: -0.26504638537835995 Movie Vector: [1.59052469159418, 0.7063042092318944] User Vector: [0.520873802784129, 1.2752621922177485] Predicted: 1.7291856987704035 Movie Vector: [1.3594431400132556, -1.4927303125468747] User Vector: [0.9689055768342001, -0.9304217184968644] Predicted: 2.7060407424000643 Movie Vector: [-0.18511730539938856, 0.7804963034503901] User Vector: [2.0790725219443127, -0.83615586798888] Predicted: -1.0374888670659155 Movie Vector: [2.269479358648788, -0.08996094068426169] User Vector: [2.095601260106086, -0.7432778244301489] Predicted: 4.822789776044639 Movie Vector: [2.194460894639637, -0.09859737923068038] User Vector: [2.0017738490237815, -0.5514333235605032] Predicted: 4.447184312118486 Movie Vector: [1.964299463366196, -0.4879026029027452] User Vector: [1.2885277486072504, -0.8786368632352525] Predicted: 2.9597435777004577 Movie Vector: [1.5701546391160996, -0.9444402385371958] User Vector: [0.3188499968960205, 0.49539753545384] Predicted: 0.03277043525367701 Movie Vector: [1.7985125078205626, -0.7271685179590202] User Vector: [2.0794978817011436, -0.8340518067243393] Predicted: 4.346499166422652 Movie Vector: [1.5651407014499445, 0.12868170728464093] User Vector: [1.3197914541005757, -0.6149500575130946] Predicted: 1.9865264989430442 Movie Vector: [2.1219925238620325, 0.04630530013022765] User Vector: [1.7162225278846148, 0.2990631916335959] Predicted: 3.6556595843012487 Movie Vector: [1.0310264331792298, -0.7357754623472325] User Vector: [0.00016701233009919214, -0.24995350873821928] Predicted: 0.18408185258417542 Movie Vector: [1.4508187311055472, 1.0872510009527385] User Vector: [0.910992574752064, 0.6891640170737459] Predicted: 2.070979358732405 Movie Vector: [1.5843389810900859, -0.8524313764651401] User Vector: [2.0328321771779225, -0.25761445887524254] Predicted: 3.440293908093556 Movie Vector: [1.8968703167451082, -0.7053575478724039] User Vector: [1.1960993682740293, -1.2359389713253377] Predicted: 3.140624269690563 Movie Vector: [1.9740936124692694, -0.6130734271719557] User Vector: [1.7824995397010996, -0.5735527622748473] Predicted: 3.8704509131851363 Movie Vector: [-0.3305246773300539, -0.21059654711823408] User Vector: [0.778171009926025, -0.34257165602132156] Predicted: -0.1850603140647359 Movie Vector: [-0.18007989338160116, -1.0774993956038452] User Vector: [2.0162419898495534, -0.6760573530137756] Predicted: 0.36536674670226366 Movie Vector: [1.7760412434395947, -0.5306275710072615] User Vector: [1.5518962933707803, -1.0802781604381504] Predicted: 3.329457198853027 Movie Vector: [2.2756161986812247, -0.2876616141672219] User Vector: [1.162871489520591, 0.5804680157394397] Predicted: 2.479270832157569 Movie Vector: [1.6303675175158994, -0.15855246739422393] User Vector: [2.433847549651385, -0.29596003369850105] Predicted: 4.0149911811302585 Movie Vector: [2.1640416148465773, 0.6198505196407178] User Vector: [1.288891268717164, 0.16489901602105475] Predicted: 2.8914270832852393 Movie Vector: [2.0153739813881493, -0.8108673678679876] User Vector: [2.097414980228049, -1.2357227517297578] Predicted: 5.2290828344350455 Movie Vector: [1.105510844433227, 0.003239711769853583] User Vector: [0.19033040468660473, -0.20004185722562193] Predicted: 0.209764248447089 Movie Vector: [1.9130841924753272, -0.4384484531400333] User Vector: [1.8456652499262458, -0.7123126034476107] Predicted: 3.8432253733686803 Movie Vector: [1.565940900969775, 0.12830885842339643] User Vector: [1.994398899976089, -0.3086904466542572] Predicted: 3.083503091505269 Movie Vector: [1.420425303443133, -0.047373084146301786] User Vector: [2.4143850993859557, -0.39215480736150526] Predicted: 3.448031270111388 Movie Vector: [1.6025223767915981, 0.1856371815165943] User Vector: [1.6414476157082798, 0.2903339949580932] Predicted: 2.684353319026208 Movie Vector: [2.30381822452591, 0.26498650021182435] User Vector: [1.6504022383802466, -0.6204450831189995] Predicted: 3.6378171834294295 Movie Vector: [1.6995927744874744, -1.4108793077232353] User Vector: [1.5421871118326593, -0.12938083487235766] Predicted: 2.8036308149158606 Movie Vector: [2.009755512678269, 0.2972999781169372] User Vector: [1.950141957422353, -0.8749182321021224] Predicted: 3.6591953781766935 Movie Vector: [2.1488483854931166, 0.03696985977862932] User Vector: [1.2721279236724083, -0.553195532096739] Predicted: 2.713158473672385 Movie Vector: [2.0307634887773407, -0.45144984703931407] User Vector: [1.3804796295511308, -0.9014763349609335] Predicted: 3.2103989822209797 Movie Vector: [0.3655078237826741, 0.3361514166323612] User Vector: [1.8963680958010978, -0.8416013926912755] Predicted: 0.41023187539421246 Movie Vector: [2.299932233167338, -0.1550372393048841] User Vector: [1.719715226520831, -0.3727575352292557] Predicted: 4.013019780535966 Movie Vector: [2.4256409084792647, 0.7192591153689638] User Vector: [1.504711380665196, -0.2815715266058377] Predicted: 3.447366593256211 Movie Vector: [2.404984955155713, 0.22695431682355632] User Vector: [1.2066444065015653, 0.11713890965012574] Predicted: 2.9285468250721594 Movie Vector: [2.2225146022473328, 0.004935485548985] User Vector: [1.27867255003539, 0.1943793015256995] Predicted: 2.842827770180189 Movie Vector: [2.315947626524287, -0.7701859697037897] User Vector: [2.036073038703604, -0.6843016684071098] Predicted: 5.242478065467755 Movie Vector: [1.718201777704688, -1.099453938140511] User Vector: [1.7643927310310556, -0.49632942860738055] Predicted: 3.5772740719242035 Movie Vector: [1.8315298304117618, 0.7671332711034081] User Vector: [1.6942088970334128, 0.0020656019951806187] Predicted: 3.104578725881065 Movie Vector: [1.5447508902821816, -0.5572870223013411] User Vector: [-0.6598997119788552, -0.343689630182725] Predicted: -0.8278468969759119 Movie Vector: [1.7923850793492606, -0.21271365550654267] User Vector: [1.9084526762290024, -0.21320941299437204] Predicted: 3.466034655143466 Movie Vector: [1.4335798636523247, -0.5913412185684456] User Vector: [1.9502268526925381, -0.407976924155295] Predicted: 3.0370595170518695 Movie Vector: [-0.2944504322580828, 0.24303887060829515] User Vector: [1.9939363108048604, -0.49920332846457793] Predicted: -0.7084412217655109 Movie Vector: [2.383189486416251, -0.3681656899881084] User Vector: [1.665929410614631, -0.033994801295330904] Predicted: 3.9827411759633145 Movie Vector: [2.1991876400001793, -0.7060703159768088] User Vector: [2.0472944343702637, -0.25213632846097167] Predicted: 4.680410592613913 Movie Vector: [1.1317511712761756, -1.3819729155402172] User Vector: [1.7462666866619299, 0.289904373014199] Predicted: 1.5756993763879141 Movie Vector: [1.8145899494519766, -0.6209413321492518] User Vector: [1.935758607122938, -0.030676669872035198] Predicted: 3.531656525306685 Movie Vector: [2.1175674446708634, -0.26730403128107094] User Vector: [1.95803740874767, 0.6859802557153046] Predicted: 3.962910984479842 Movie Vector: [0.10909358780717748, -0.47438867720895367] User Vector: [1.9943940053227762, -0.4050424388034781] Predicted: 0.40972314429925927
avg loss: 10.865847878529653: 61%|███████████████████████████▎ | 42446/70000 [01:08<00:45, 606.25it/s]
Movie Vector: [1.818618420082948, 0.3858805531688253] User Vector: [2.0382007740832364, 0.7465330027008807] Predicted: 3.9947820396160973 Movie Vector: [1.0573653430132048, -0.9202908546969615] User Vector: [1.931548195919382, -0.4477082878057235] Predicted: 2.4543739635644766 Movie Vector: [2.0584608138484386, 0.4523896689138562] User Vector: [1.75140133641986, 0.052427702059011816] Predicted: 3.628908771118459 Movie Vector: [0.7213504078031863, -0.4449525839176136] User Vector: [1.567880826700845, -0.4394613142100794] Predicted: 1.3265309210170564 Movie Vector: [1.6099791320329693, -0.6453302040473601] User Vector: [2.255964851841034, -0.3606642289810453] Predicted: 3.8648038545448355 Movie Vector: [1.9324795427816155, -0.9555951640891351] User Vector: [1.6550192010311335, -0.7482948139416788] Predicted: 3.913357654419087 Movie Vector: [2.175402579296548, -0.14007879198434237] User Vector: [1.5745106333724104, -0.9367376550843137] Predicted: 3.5564115720986393 Movie Vector: [1.1253310029289896, 0.5395984652373583] User Vector: [1.7078342526666233, -0.19023980089986622] Predicted: 1.8192257277971842 Movie Vector: [2.0360155934699806, -0.28984230948185896] User Vector: [1.9759453800216642, 0.40116749111980604] Predicted: 3.9067802934538673 Movie Vector: [2.049372933071044, -1.0379891319957768] User Vector: [1.7106231364564735, 0.15720143390064364] Predicted: 3.3425313746159713 Movie Vector: [2.0040985775210394, -0.48739988193777656] User Vector: [1.788436310777202, 0.19680140911040328] Predicted: 3.4882816828499674 Movie Vector: [1.5930709420496056, -0.7692162157044352] User Vector: [1.5543726639805622, -0.12632852924291066] Predicted: 2.5733998773034084 Movie Vector: [1.8430501628486076, -0.4114196503951535] User Vector: [1.6434841721459323, -0.8496445219746604] Predicted: 3.378584223303642 Movie Vector: [2.097670585616057, 0.35846572467549476] User Vector: [1.8412642068049585, 0.08473983907020072] Predicted: 3.892742094783626 Movie Vector: [1.752525006979934, 0.3424322765939686] User Vector: [2.0321782230651886, -0.22789270491098748] Predicted: 3.483405336799963 Movie Vector: [1.7256932409817125, -0.1483567079266776] User Vector: [1.6832822501808502, -0.14156185025798979] Predicted: 2.925830451873866 Movie Vector: [1.5045554775926184, 0.11427090931859031] User Vector: [2.0796034025929813, -0.2110462716497254] Predicted: 3.1047622412218048 Movie Vector: [1.1122791095008169, -0.0038738984625492443] User Vector: [0.6599890564699775, -0.04353462981631934] Predicted: 0.7342606887462241 Movie Vector: [2.2481632581868722, -0.39432340335136773] User Vector: [0.39612098509504934, -1.0501137886977512] Predicted: 1.3046290875529758 Movie Vector: [2.1935477634524734, -0.7251517212962186] User Vector: [1.9565529928345489, -0.8510533102109882] Predicted: 4.908935214322811 Movie Vector: [2.208004686287046, 0.5654726810656634] User Vector: [1.716053571365124, -0.19974077254948702] Predicted: 3.6761063773221303 Movie Vector: [2.013346830217788, -1.2092868984419238] User Vector: [2.3285029672694892, -0.3520277197343403] Predicted: 5.113786577667864 Movie Vector: [2.352980498380047, 0.40512210111476904] User Vector: [2.128579007797119, -0.6203044351726213] Predicted: 4.7572058584998285 Movie Vector: [2.4103658493345375, -0.4588469588058986] User Vector: [1.840177087278563, 0.2518084147198178] Predicted: 4.319958482608226 Movie Vector: [1.906852584332062, -0.40787860006366156] User Vector: [1.9272971483699586, -0.08272212277426234] Predicted: 3.7088121317765297 Movie Vector: [2.3941009040756556, -0.2984203142354812] User Vector: [1.329023517374406, 0.05982186638110066] Predicted: 3.163964344320272 Movie Vector: [1.9163638685102864, -0.05828748669338632] User Vector: [1.9273607414439726, -0.21425415862256092] Predicted: 3.70601282290814 Movie Vector: [1.8856058523659212, -0.0842879674123708] User Vector: [1.9833851656208394, -0.036921550386316206] Predicted: 3.7429947182261825 Movie Vector: [1.4006296250438433, -0.0805228158459077] User Vector: [1.7902792483864263, -0.1399369458224644] Predicted: 2.5187862693097545 Movie Vector: [1.37166732152895, 0.0057061158108787785] User Vector: [2.313091193392923, 0.5569781298092407] Predicted: 3.1759697834062917 Movie Vector: [1.1895788387653183, -0.36445157474188533] User Vector: [1.3548141266465397, -1.2949575830820412] Predicted: 2.083607545897235 Movie Vector: [2.008894589048402, 0.4509059180385038] User Vector: [1.572482928494259, -0.22118227298611198] Predicted: 3.059220050568456 Movie Vector: [1.7871662287410042, -0.44264646728005713] User Vector: [1.3456627978319224, -0.25228717974319387] Predicted: 2.516597136411719 Movie Vector: [2.0785717112214286, 0.5805380862863284] User Vector: [1.5322061192332146, -0.41188700368547504] Predicted: 2.9456842023127514 Movie Vector: [2.1052607020367313, -0.599811158280546] User Vector: [1.9599450683252333, -0.23471067284375302] Predicted: 4.266977411035028 Movie Vector: [0.8152830155302127, 0.12189162156561764] User Vector: [0.9345356055688819, 0.05776329787426383] Predicted: 0.7689518686734234 Movie Vector: [2.316710068548489, 0.20092863954730297] User Vector: [1.3968461753359807, 0.19582074345289194] Predicted: 3.2754335941914454 Movie Vector: [2.1728104757459983, 0.008149628110698193] User Vector: [0.8862601135192116, -0.8257534398029861] Predicted: 1.9189456754448566 Movie Vector: [1.707681729258035, -0.13432090725069895] User Vector: [1.7607785548831216, -0.18312195026435515] Predicted: 3.0314464739402984 Movie Vector: [0.9670668648222763, 0.032326906428530956] User Vector: [1.8857128194396255, -0.15086541593726813] Predicted: 1.8187333720663486 Movie Vector: [1.997348913247016, 0.28427827763877367] User Vector: [1.2202812448739022, -0.602376028992581] Predicted: 2.266084998291709 Movie Vector: [1.8995735914014813, -0.25668879438287373] User Vector: [2.0768582904381465, -0.4602114669276697] Predicted: 4.063276288206368 Movie Vector: [-0.4170614909816054, 0.5451197221617546] User Vector: [1.8764031233324916, -0.6904323041787154] Predicted: -1.1589437501249915 Movie Vector: [0.8023186087073682, -1.1872127040142757] User Vector: [-0.2494726909268546, 0.17038710564199866] Predicted: -0.4024423187133205 Movie Vector: [2.1957900756394553, -0.12087942903813884] User Vector: [1.933520965881186, -1.2866084897225147] Predicted: 4.401130647556002 Movie Vector: [1.7008987181498583, -0.3301817346091651] User Vector: [1.6825020073991848, 0.13702770560878014] Predicted: 2.8165214621424153 Movie Vector: [0.2105498799657646, 0.39019362750447045] User Vector: [2.0322931768322454, 0.632729230859738] Predicted: 0.6747859982545463 Movie Vector: [2.3487638023289, -0.3062806534349949] User Vector: [2.2281141496149948, 0.0480131201240838] Predicted: 5.218608372267481 Movie Vector: [1.0921486202810429, 0.023346588317081744] User Vector: [0.3104790090198177, -0.4973250489147868] Predicted: 0.3274783781504333 Movie Vector: [1.8746414449056892, -0.16894582187745041] User Vector: [1.8759279083983207, 0.0538526224048637] Predicted: 3.5075940291862895 Movie Vector: [2.1258518654523004, 0.2773274667631074] User Vector: [1.7734156500385545, -0.0535128116347254] Predicted: 3.7551783953667357 Movie Vector: [2.2605585536748953, -0.4271832396052658] User Vector: [0.5991623726446449, 0.3267910298131025] Predicted: 1.214841975732495 Movie Vector: [2.2926694551258633, 0.5520931416014633] User Vector: [1.448125069970157, -0.026454750673951533] Predicted: 3.3054666287127175 Movie Vector: [1.4067685810147013, 0.364128042842589] User Vector: [1.719758430883921, -0.4677685472780242] Predicted: 2.2489744818789745 Movie Vector: [1.247836254106242, 0.21145172390355954] User Vector: [1.245283231833948, -0.5093541323628521] Predicted: 1.4462057539474615 Movie Vector: [1.238836323897467, -0.3547245205975016] User Vector: [1.9441244404676137, -0.6667765032487177] Predicted: 2.6449739504886978 Movie Vector: [1.0696666243523825, -1.0048426937513395] User Vector: [2.125809547954574, 0.2247617935636753] Predicted: 2.0480572770797276 Movie Vector: [1.951906907247812, 0.32325337058672815] User Vector: [1.886798056986447, 0.6122336207312684] Predicted: 3.880760741501496 Movie Vector: [1.1562781880246846, 1.3202398343031387] User Vector: [0.9962021475854933, 0.5550022233608826] Predicted: 1.8846228575242987 Movie Vector: [0.8699953155223926, 1.0853202725879785] User Vector: [2.0440872230080447, 1.026117660965322] Predicted: 2.892012608042397 Movie Vector: [1.4542332341887199, -0.2895205261167165] User Vector: [1.86059540155788, -0.5278448572726315] Predicted: 2.858561589109751 Movie Vector: [1.6320601371771883, -0.6084975238790624] User Vector: [1.798977658731657, -0.5298752218903375] Predicted: 3.2584674849734245 Movie Vector: [2.1015859697269965, -0.16859099286684792] User Vector: [1.5267585902539587, -0.7422815195970558] Predicted: 3.3337564108134683 Movie Vector: [2.0778602030029285, 0.17813406518862193] User Vector: [2.224385064231512, -0.7943719903830861] Predicted: 4.480456489201855 Movie Vector: [2.167660183830447, -0.2478492290737157] User Vector: [1.2881953497951424, 0.20242317883561767] Predicted: 2.7421993399254068 Movie Vector: [1.9994014872898114, -0.3704048237234443] User Vector: [1.8588633269111825, -0.5450123374407645] Predicted: 3.918489299271554 Movie Vector: [1.8727983770603915, -0.520393074242697] User Vector: [1.4851799904211465, -1.083882991728923] Predicted: 3.345487877888477 Movie Vector: [1.948240271520128, -0.12394788420929327] User Vector: [2.0050913091077427, -0.5117174355808142] Predicted: 3.9698259299319645 Movie Vector: [1.7746334180769616, -0.5338024499507239] User Vector: [2.0367671135803476, 0.40278647012469143] Predicted: 3.399506580040275 Movie Vector: [0.9454637697553333, 0.033452097127727135] User Vector: [1.2484114881256654, -0.19852926528663287] Predicted: 1.1736866115040923 Movie Vector: [1.0875637889369756, -0.29170566528263153] User Vector: [0.7416001172112169, 1.0516754624746396] Predicted: 0.49975774290775227 Movie Vector: [1.324144254310749, 0.14493859546411675] User Vector: [2.0897001329120832, -0.9554565814630467] Predicted: 2.628581889283743 Movie Vector: [2.430541231743265, -0.029205608739514128] User Vector: [2.1471144648199534, 0.20309349153724615] Predicted: 5.212718766965892 Movie Vector: [2.4800020562994836, -0.3328852224852159] User Vector: [2.002650599666259, -0.27604718235067344] Predicted: 5.058469632934937 Movie Vector: [0.4379218044186517, 0.2558851722029354] User Vector: [1.7215999122866692, 0.5848753195281785] Predicted: 0.9035870619302855 Movie Vector: [2.346638863465948, 0.023804418957620477] User Vector: [2.171418126432402, -0.9465118677987897] Predicted: 5.073002999271248 Movie Vector: [1.7734665559646796, -0.311604725718722] User Vector: [1.7559500691301422, 0.3868782517222405] Predicted: 2.993565630031727 Movie Vector: [2.4088647909791185, 0.22733096443865022] User Vector: [1.549515288252195, -0.2423914290615891] Predicted: 3.6774697436143384 Movie Vector: [1.1650935632626407, -1.3764376182586164] User Vector: [2.4496664651648974, -0.39333148811042656] Predicted: 3.3954868873848008 Movie Vector: [2.2283389627356263, 0.6280766358826413] User Vector: [1.7575276607397954, 0.02796765085392817] Predicted: 3.9339331925739627 Movie Vector: [2.170690171049878, 0.05164255142120402] User Vector: [0.4457157460847261, -1.384010743849538] Predicted: 0.8960369431015294 Movie Vector: [1.3982364666045959, -0.36490369895520325] User Vector: [1.6931450536823784, 0.03962466967556333] Predicted: 2.3529579687754065 Movie Vector: [0.9776269484580583, -2.441906433574468] User Vector: [1.5921746992522445, 0.2628602709543519] Predicted: 0.9146727058675389 Movie Vector: [1.1760295810930481, -1.4128878705974293] User Vector: [0.9125044300669145, -0.014867034483233559] Predicted: 1.0941376553302586 Movie Vector: [2.061001098851318, -0.6297318371468941] User Vector: [2.3053496126726762, -0.45048929574585306] Predicted: 5.035015536779892 Movie Vector: [2.0188611289783847, -0.6703384779550028] User Vector: [1.5857379801265996, -0.0606036445458717] Predicted: 3.2420097236656957 Movie Vector: [2.707054025279163, 0.49147769523824414] User Vector: [1.7580088013264759, -0.3000566855335037] Predicted: 4.6115536338602 Movie Vector: [1.7051900667957005, -0.13406177296703914] User Vector: [1.8037804606432781, -0.3532444468577188] Predicted: 3.1231451010055977 Movie Vector: [2.2257279307875586, -0.9841643554694366] User Vector: [1.8306063766390652, -0.4390766600083864] Predicted: 4.506555340862203 Movie Vector: [2.313368161459266, -0.040288896728127244] User Vector: [1.2320623255116583, -0.9389769967274465] Predicted: 2.888044104023372 Movie Vector: [1.8577678125642234, -0.3889830445334327] User Vector: [1.8702614658712982, -0.6995647355668599] Predicted: 3.7466303730639026 Movie Vector: [2.4251129980114863, 0.21612540395467206] User Vector: [-0.49656077894691003, -2.0075664115025673] Predicted: -1.6381021009786836 Movie Vector: [2.1089414576636383, -1.086689992533865] User Vector: [1.4488532658937934, -1.3648379570273743] Predicted: 4.538702467846792 Movie Vector: [0.7828178321354373, -0.50260433110967] User Vector: [2.053769393002978, -0.7294721705256302] Predicted: 1.9743631762668579 Movie Vector: [2.2417916461609217, 0.06950687224234743] User Vector: [1.867062199282693, 0.3017079942712194] Predicted: 4.206535220227084 Movie Vector: [1.7262669329455462, -0.4703493539544834] User Vector: [1.8949723239041303, -0.44540614598280354] Predicted: 3.4807245546130448 Movie Vector: [2.119712373724775, -0.5529019781813238] User Vector: [1.737928261799606, -0.7347443986286022] Predicted: 4.090149672642016 Movie Vector: [2.286190647236892, -0.09588818002203608] User Vector: [1.9081686683651267, -0.6564810398563936] Predicted: 4.4253861350976305 Movie Vector: [1.790502943854524, -0.32288411391857147] User Vector: [1.290975526437039, -1.8822441115365616] Predicted: 2.919242202661594 Movie Vector: [2.2293606719020294, 0.09257585066059669] User Vector: [1.5570748392856486, 0.9310315025030098] Predicted: 3.5574724432476272 Movie Vector: [1.3109579328970948, -0.6082551441630053] User Vector: [1.8989935361085268, -0.3536224125748646] Predicted: 2.704593292221773 Movie Vector: [2.004704075713946, 0.4514953471811025] User Vector: [0.5786583145820522, 0.7386195581530133] Predicted: 1.49352197553145 Movie Vector: [2.1436453060965652, 0.3020979541788728] User Vector: [1.346049836656786, -0.41468979531349326] Predicted: 2.7601764753383056 Movie Vector: [1.0938748757345027, -0.3389885005870702] User Vector: [1.644518967032968, -0.2606219833927259] Predicted: 1.8872458360765492 Movie Vector: [2.362615145494372, -0.37152023361125897] User Vector: [0.3336861518893045, 0.3497539459723742] Predicted: 0.6584312885812902 Movie Vector: [2.424813406586289, 0.5077139861470377] User Vector: [1.7568221315829569, 0.24573404127005177] Predicted: 4.384728467275094 Movie Vector: [2.3010627683210787, -0.4738039081909685] User Vector: [1.773072998964388, -0.6956756147205241] Predicted: 4.409566088520091 Movie Vector: [1.8804526764112988, -0.8939855945090716] User Vector: [2.0042287810131683, -0.8380085191829315] Predicted: 4.518024919622187 Movie Vector: [0.3368966246872334, -0.4387207266978119] User Vector: [2.2000604827955654, -0.3730066423163355] Predicted: 0.9048386959417247 Movie Vector: [2.2776851191440306, -0.2009306557330051] User Vector: [2.2180469386436603, -0.4751793075501748] Predicted: 5.147490595568449 Movie Vector: [1.86741179275867, 0.16670875876603702] User Vector: [1.882479263517556, -0.5348209841641833] Predicted: 3.4262046338842986 Movie Vector: [1.5906766255621245, -1.4807881588910614] User Vector: [1.8834480125225126, 0.6111714827447299] Predicted: 2.090941234280712 Movie Vector: [1.905851145683359, -0.1935948225289628] User Vector: [1.2202276045884577, -0.5135999262778066] Predicted: 2.425002464778013 Movie Vector: [1.2908409067083924, -0.43166197186232685] User Vector: [2.0664821570964946, -0.6570935514309719] Predicted: 2.9511419994718664 Movie Vector: [2.109033716566975, -0.6506770856276674] User Vector: [1.7798709299599675, -0.4166426430336701] Predicted: 4.024907623140345
avg loss: 10.84802443980454: 61%|███████████████████████████▉ | 42507/70000 [01:09<00:45, 604.29it/s]
Movie Vector: [2.056628882684269, 0.49182781296210826] User Vector: [1.8513888356830817, 0.08647001179262606] Predicted: 3.8501481093318013 Movie Vector: [1.6753902901453503, -0.6807199453615524] User Vector: [0.448208093635753, 0.4341969909194372] Predicted: 0.4553569361070688 Movie Vector: [1.7530334901819997, -0.5146118272548591] User Vector: [1.7310633918171399, -0.6570493098836447] Predicted: 3.372737445439258 Movie Vector: [0.7256774713108312, -0.16986426135577498] User Vector: [0.6782965602994633, 0.10956774651912682] Predicted: 0.47361288834606097 Movie Vector: [2.075921861355911, -0.28717521567209203] User Vector: [2.067545703768979, -0.5522136822361939] Predicted: 4.450645409099776 Movie Vector: [1.1824103909700157, -0.3353721142048001] User Vector: [1.5738965904387947, -0.7658519634525948] Predicted: 2.117837074998104 Movie Vector: [2.102094922008666, -0.6478406416441898] User Vector: [1.4383742960023458, -0.05719368420527056] Predicted: 3.0606516966478585 Movie Vector: [2.285569079356705, -0.6796772438455201] User Vector: [1.647764348667478, -0.15546176218786084] Predicted: 3.871743067427941 Movie Vector: [2.142667998634745, 0.2643300213988254] User Vector: [2.355591606224687, 0.23020728147723968] Predicted: 5.108101448149299 Movie Vector: [1.7376066357231146, 0.41009493985764583] User Vector: [2.113699132649456, -0.7439952143602141] Predicted: 3.367668966126458 Movie Vector: [1.9536729960538128, -0.15392629708362116] User Vector: [2.095365462089703, -1.3242367129751524] Predicted: 4.297493773838924 Movie Vector: [1.7410945020549742, -0.35871085639167505] User Vector: [1.7535812685674008, -0.8573216962796566] Predicted: 3.360681305484928 Movie Vector: [1.0446604224125744, -0.39262509304509285] User Vector: [1.6625537562479513, -0.7520205892315895] Predicted: 2.0320662631044755 Movie Vector: [2.4361219172234483, 3.6292504938641515e-05] User Vector: [2.018906963256687, -0.49687981118902225] Predicted: 4.91828546901165 Movie Vector: [2.2187441974750004, 0.27896155681386625] User Vector: [1.7775070341948536, -0.41591333615010084] Predicted: 3.827809586338747 Movie Vector: [2.2934024728620783, 0.544543363575902] User Vector: [2.227593226863587, -0.2914177815128006] Predicted: 4.95007819606896 Movie Vector: [1.9085441732169588, -0.08471497391809606] User Vector: [1.6855896395099197, -0.0015445599081029466] Predicted: 3.2171531322738613 Movie Vector: [1.493308176537312, 0.03701366179669059] User Vector: [1.4976908210680273, -1.031915267266421] Predicted: 2.1983189863203245 Movie Vector: [1.048773493472139, -0.6810335118710535] User Vector: [1.6948556369612062, -0.42630505344287334] Predicted: 2.067847694981329 Movie Vector: [0.3849008169803615, -0.8804043325105914] User Vector: [1.9961955324309362, -0.4444675940443673] Predicted: 1.1596484867424346 Movie Vector: [2.3763118541932604, -0.17159293343161905] User Vector: [1.8541931627131611, 0.028599704951948038] Predicted: 4.401233685251395 Movie Vector: [1.9802716173140087, -0.009812864725054542] User Vector: [1.7453193678596932, -0.02152702349595078] Predicted: 3.456417649090477 Movie Vector: [1.8970279952912774, -0.16345073337651966] User Vector: [2.076857059772748, -0.661728709266471] Predicted: 4.048016027433135 Movie Vector: [1.9309273922308987, -0.687351842752772] User Vector: [1.8247162066708273, -0.7573820106916341] Predicted: 4.043982427225052 Movie Vector: [2.5155343293442964, -0.7116728712585503] User Vector: [1.6201269867194241, -0.11697148990840087] Predicted: 4.158730489068344 Movie Vector: [1.7680029540695454, 0.12783658075358578] User Vector: [1.827813184222323, -0.6493169216855784] Predicted: 3.148572654098601 Movie Vector: [2.335936567589623, -0.5742541646557425] User Vector: [1.751762266534681, -0.5893355235379301] Predicted: 4.43043391489327 Movie Vector: [1.9935164262570404, -0.586429367852562] User Vector: [1.7570161937569317, -0.7899544768906873] Predicted: 3.965893147969373 Movie Vector: [0.3308619956105875, -0.18881797897224198] User Vector: [0.7334390774708728, 0.7174351633992371] Predicted: 0.10720245923413713 Movie Vector: [1.6248245208003043, -1.187770094158283] User Vector: [2.5871731350331486, -0.2506487950278147] Predicted: 4.501415492228504 Movie Vector: [1.129487904194158, -0.03646344926696551] User Vector: [1.212858227800121, 0.8267690828135161] Predicted: 1.339761845295933 Movie Vector: [1.1817917806523952, -0.5458652537501604] User Vector: [1.9590771683092072, -0.8508539284240934] Predicted: 2.7796728907151285 Movie Vector: [-0.37093162536621094, 1.3601016998291016] User Vector: [1.9840618277018314, 0.1261653246489866] Predicted: -0.5643536060619183 Movie Vector: [0.0032936859322439394, -0.45283943844640584] User Vector: [1.6546004498531706, -0.08346859671229004] Predicted: 0.043247606688268825 Movie Vector: [0.838764244876021, 1.0379135622536362] User Vector: [0.5614968349509243, 0.21682815583259987] Predicted: 0.696012352384988 Movie Vector: [2.072949957617133, -0.6724056417524313] User Vector: [1.7195680262584119, -0.9100624525787818] Predicted: 4.176509594613179 Movie Vector: [2.407523982375136, -0.22181749454489078] User Vector: [1.6793577739870524, -0.013936424687889581] Predicted: 4.046185458669133 Movie Vector: [1.5371732353706855, 0.24312788025048815] User Vector: [2.164569553568627, 0.16146649110319375] Predicted: 3.3665753895573705 Movie Vector: [1.031040080811678, -0.7562007424109921] User Vector: [0.010466370403947323, 1.461785855874642] Predicted: -1.0946123020712009 Movie Vector: [2.500452982973356, 0.5267403309743522] User Vector: [1.394933600665375, -0.560953132023014] Predicted: 3.1924892444105994 Movie Vector: [2.2689049871272533, -0.9401195164319588] User Vector: [1.6869695827003737, -0.6256508651181132] Predicted: 4.415760288090937 Movie Vector: [1.8260269668418472, 0.1847354573177483] User Vector: [1.6599974356428469, -0.11297969142899818] Predicted: 3.010328727408398 Movie Vector: [2.225815952657591, 0.06439722322146832] User Vector: [1.4662394591231096, -0.48318460861260776] Predicted: 3.2324634314342515 Movie Vector: [2.441430917535471, 0.11067552290460567] User Vector: [1.9934702475328163, -0.1751270358737482] Predicted: 4.847537619243647 Movie Vector: [2.3844833256312414, -0.3681920919513257] User Vector: [1.6142282428831691, -0.1615113079526917] Predicted: 3.908567515266831 Movie Vector: [2.264132505681068, -0.002765512369045056] User Vector: [1.990552156357595, -0.2424363338770676] Predicted: 4.507544302142818 Movie Vector: [2.16246914121382, -0.4965792999793223] User Vector: [1.71492758920802, 1.0247832071901966] Predicted: 3.199591863421481 Movie Vector: [2.124336942068537, 0.19321477849956598] User Vector: [1.627115496904218, -0.6656220082487817] Predicted: 3.32793355019761 Movie Vector: [1.266729995365691, -0.7986855083968242] User Vector: [1.8215982462010416, -0.1825589015623797] Predicted: 2.453280287075111 Movie Vector: [2.0640987876574055, -0.0626862247540551] User Vector: [0.8410717136096268, 0.636764964983577] Predicted: 1.6961387126840988 Movie Vector: [2.044304460651437, -0.28815945727094733] User Vector: [1.9910681950651998, -0.8354809656130459] Predicted: 4.311101334244256 Movie Vector: [-0.33182760366968583, 0.6903480046650076] User Vector: [1.5572813821142248, -0.4329232292434802] Predicted: -0.8156166367477478 Movie Vector: [2.106557641995787, 0.35887473046871166] User Vector: [1.961672575320277, 0.13058322559262642] Predicted: 4.1792393745227745 Movie Vector: [1.5720395064916086, 0.03340509196740959] User Vector: [1.5929342042770307, -2.17979487536682] Predicted: 2.4313392520835495 Movie Vector: [2.2130375248468077, -0.6629357055480503] User Vector: [1.7295358252130772, -0.1321375289712345] Predicted: 3.915126367761351 Movie Vector: [1.2772973858829175, -0.6582410187290605] User Vector: [1.0999803816535254, 0.9062890996259311] Predicted: 0.808445405807726 Movie Vector: [0.4590427540334344, -0.6618701332085173] User Vector: [1.0980146884840123, -0.501185636810565] Predicted: 0.8357554907688689 Movie Vector: [1.0128277242013946, 0.24402388270932143] User Vector: [0.5463605721138138, 0.37750841891768927] Predicted: 0.6454902049871576 Movie Vector: [1.8533917233306594, 0.07215117517447109] User Vector: [1.9723328774326145, -0.9752324985155247] Predicted: 3.585141259850321 Movie Vector: [2.5350086301771277, -0.19801324688028712] User Vector: [2.0910936541928957, 0.08463504641342062] Predicted: 5.2841815995474315 Movie Vector: [-0.6071765360407133, -1.0552910717337627] User Vector: [2.208385304669515, 0.1683966343307871] Predicted: -1.5185872042517465 Movie Vector: [2.2455888760227043, -0.12017080579523391] User Vector: [1.3484443493755185, -1.1069065189779477] Predicted: 3.1610694792189147 Movie Vector: [2.431354241322825, 0.22381292879940876] User Vector: [1.9799586589271865, -0.23051753096553237] Predicted: 4.762388079281464 Movie Vector: [1.8226789782188413, -0.4322793637013217] User Vector: [1.781422773381105, -0.9868558394173588] Predicted: 3.6735592546903164 Movie Vector: [1.381531093328912, -0.6294466818432519] User Vector: [1.6096130067351642, -0.9195393587094471] Predicted: 2.802531415195202 Movie Vector: [0.46591578049026827, -0.3468388053397456] User Vector: [1.9926955780127382, -1.2898660840651488] Predicted: 1.375803927154723 Movie Vector: [2.188118751593402, -0.21034655974989985] User Vector: [1.8457270887452688, -0.18680008153898647] Predicted: 4.077962807720149 Movie Vector: [1.1774206549969684, -0.7440660457602973] User Vector: [2.623628190059471, -0.27729796457618716] Predicted: 3.2954420220079155 Movie Vector: [1.842255552307782, -0.13587321842951602] User Vector: [1.9667670803228288, 0.3958407662341335] Predicted: 3.569503414927059 Movie Vector: [1.6270774401643322, -0.8559992298342236] User Vector: [1.1706500333453231, -0.36686203070071355] Predicted: 2.2187718753190286 Movie Vector: [2.357334622090933, -1.2454650345992133] User Vector: [1.3728406042452757, -0.9756493765465274] Predicted: 4.451381871516847 Movie Vector: [0.3095753642309641, -0.41054556108670864] User Vector: [1.101407474817367, -0.506077520894726] Predicted: 0.5487364999523886 Movie Vector: [2.496308410745003, -0.5223622871804605] User Vector: [2.18889531101586, 0.789689562879913] Predicted: 5.0516537289007015 Movie Vector: [1.6790066817721683, -0.16032240886282043] User Vector: [-0.20700985176918507, 1.1704682305508647] Predicted: -0.5352232105324455 Movie Vector: [2.2071872241885, -0.289607623380619] User Vector: [2.1107126567815406, -1.1366227250870866] Predicted: 4.987912616074056 Movie Vector: [1.5455175473450666, -0.40509179694036046] User Vector: [1.584477218290675, -0.23909197892057318] Predicted: 2.5456915436117 Movie Vector: [0.979448390256782, 1.5169389818046097] User Vector: [1.691361798312021, -0.6597786155881816] Predicted: 0.6557576893517336 Movie Vector: [2.376758903046213, -0.3432556000297443] User Vector: [1.452663002758173, 0.5841487090377241] Predicted: 3.252117409303989 Movie Vector: [1.6852737452569675, -0.46071405875275606] User Vector: [2.2079204684019356, -0.20130059725655236] Predicted: 3.813692412204668 Movie Vector: [1.0191584906757796, 0.417091971593406] User Vector: [2.012019433576202, -0.481685839781019] Predicted: 1.8496593925309686 Movie Vector: [1.5411202293185065, 0.07571549107304212] User Vector: [1.7868282495558518, 0.5613178513191348] Predicted: 2.7962176184689933 Movie Vector: [1.835732726956807, 0.1053151503435611] User Vector: [1.4926314929382054, -1.38739589055709] Predicted: 2.593958674073003 Movie Vector: [0.8909210635568413, -0.07091505444423649] User Vector: [1.7805073226240193, -0.34798732374447233] Predicted: 1.6109690175521787 Movie Vector: [2.181643338617835, -0.2096912041021389] User Vector: [2.0911819465394594, -1.2733528442924127] Predicted: 4.829224054672248 Movie Vector: [2.0836552918633733, -0.21543703061184344] User Vector: [1.7572406965438723, -0.1968645204428659] Predicted: 3.7038957841483553 Movie Vector: [0.11549813676575436, 2.0644087392154007] User Vector: [1.838050454077799, -0.18606211716132953] Predicted: -0.1718168579773339 Movie Vector: [2.3273266591009656, -0.1376650971106239] User Vector: [1.237386545547752, -0.10316288593758398] Predicted: 2.8940046237769437 Movie Vector: [1.3989404051927983, -0.4107978030962023] User Vector: [2.3721965105010225, -0.5120637212593079] Predicted: 3.5289161993358324 Movie Vector: [1.4127156805173415, -0.1967695475220186] User Vector: [1.5283292856786366, -0.7883273195134489] Predicted: 2.3142135568319846 Movie Vector: [1.9005046708055555, -1.2192162041435624] User Vector: [1.760406702033694, 0.0802800508825972] Predicted: 3.247782420826907 Movie Vector: [1.7640321261059784, -0.0784047126130542] User Vector: [1.6102104875117766, 1.110237080898391] Predicted: 2.753415210503349 Movie Vector: [1.8216659775692998, 0.12065512123689966] User Vector: [2.029731949828346, -1.2835455626180576] Predicted: 3.5426272911169288 Movie Vector: [1.4991284651823626, -0.4023960623486915] User Vector: [0.6063641827946364, -0.6834390930148646] Predicted: 1.1840310065788235 Movie Vector: [0.1291919549605367, 0.1898913212882395] User Vector: [1.7043535929590603, 0.039419585883344856] Predicted: 0.2276742098664194 Movie Vector: [0.7196133575441684, 0.035984262128072875] User Vector: [2.058110352190657, -0.9476612673809743] Predicted: 1.446942809282271 Movie Vector: [1.7873461188810593, -0.007433293504901792] User Vector: [1.846012520767376, -0.6423330902329837] Predicted: 3.3042379647870233 Movie Vector: [1.3319973381345627, 0.07980753708651485] User Vector: [1.5695711003653658, -0.048304301665188495] Predicted: 2.086809480353021 Movie Vector: [1.6455391607880767, -0.26579981743959985] User Vector: [2.0350223031023935, -0.5602565925145547] Predicted: 3.4976249928418324 Movie Vector: [1.620311716091306, 0.7792321736578419] User Vector: [1.9067684235952338, -0.019399700396134905] Predicted: 3.074442345916317 Movie Vector: [0.9007011673539504, -2.0291081762687977] User Vector: [2.2545045019167924, -0.06379847281893392] Predicted: 2.1600888395115527 Movie Vector: [2.2242380310358487, -0.45966828320243946] User Vector: [1.8540005152756722, 0.12231495953332806] Predicted: 4.067514148177549 Movie Vector: [1.430804636877028, -0.37377378226668695] User Vector: [-0.5796032154816633, -0.3788078893087563] Predicted: -0.6877105107206047 Movie Vector: [1.4924215773144933, -0.8708301402617339] User Vector: [1.9059760737258484, -0.17229279126820762] Predicted: 2.9945575738597943 Movie Vector: [2.3762367914566496, 0.3983448183884772] User Vector: [1.7095269300881948, -0.32219046278432617] Predicted: 3.933897885877186 Movie Vector: [2.259394747858218, -0.17339630258013047] User Vector: [1.638401420580609, -0.1048373814787472] Predicted: 3.7199739788638686 Movie Vector: [2.2478967658342923, -0.1555523967271471] User Vector: [2.0051926454739144, -0.03789636076298935] Predicted: 4.51336093237944 Movie Vector:
avg loss: 10.82680667270314: 61%|████████████████████████████ | 42626/70000 [01:09<00:47, 577.11it/s]
[2.1330849348143985, 0.22299473320621088] User Vector: [1.8305247511443916, 0.10498846608799739] Predicted: 3.928076644456 Movie Vector: [1.5187630300232695, -1.0716921770029577] User Vector: [1.9839093659877893, -0.0449679481174601] Predicted: 3.061279998192515 Movie Vector: [1.3599510235737144, 0.3840338370727665] User Vector: [2.123496311013849, 0.22693484373265696] Predicted: 2.9750016405224518 Movie Vector: [2.0919503073270143, 0.019137660567709294] User Vector: [2.2413348482764506, -0.7138717329878278] Predicted: 4.6750992897598636 Movie Vector: [1.2666475470202612, -0.5705427557224221] User Vector: [-0.3051171789674333, -0.6503901382489722] Predicted: -0.015400544521585735 Movie Vector: [2.1908688306313127, -0.5829848126040743] User Vector: [1.824738388054317, 0.03900983711197068] Predicted: 3.9750203158661908 Movie Vector: [2.2496637649641316, -0.08332157306811377] User Vector: [2.0220933254949327, -0.8746282167966567] Predicted: 4.621905482615029 Movie Vector: [2.326845003992594, -0.3067529765866963] User Vector: [1.7028469676789761, -0.16830848770595108] Predicted: 4.013890088896369 Movie Vector: [1.7715838336164973, -0.6112804765157127] User Vector: [1.8326502600960781, -0.7314061491230432] Predicted: 3.6937878728217375 Movie Vector: [1.111610615866913, -0.6025598601968108] User Vector: [2.0898992987740654, -0.752669198464553] Predicted: 2.7766824936113155 Movie Vector: [1.6951943640798977, -0.13210425842808093] User Vector: [1.513266663258753, -0.10648044747619848] Predicted: 2.579347639457164 Movie Vector: [1.4656050522296327, 0.49574178955487735] User Vector: [1.270455960464523, -1.0339278627605475] Predicted: 1.349425425336492 Movie Vector: [1.5134942538928808, -0.8546683977805005] User Vector: [0.44182459510865935, -0.49451730712146486] Predicted: 1.0913473004777345 Movie Vector: [1.9765943460423323, -1.2052409080873405] User Vector: [1.5810550661767875, 0.003095439405367963] Predicted: 3.1213737543867683 Movie Vector: [1.260503990187955, -0.5441322267481941] User Vector: [2.0263390897923332, -0.33920337781835447] Predicted: 2.7387799974498748 Movie Vector: [1.9536278288441602, -0.6087499832356446] User Vector: [2.1351073284815083, 0.021982279933535832] Predicted: 4.157823381949562 Movie Vector: [1.8999552967002626, 0.17970388334303886] User Vector: [1.0825100596572148, -1.3063806919217884] Predicted: 1.821959038114331 Movie Vector: [2.0208787112485345, 0.016367030638532686] User Vector: [2.3862274789780678, 0.3963158652025879] Predicted: 4.828762826371345 Movie Vector: [1.268652218577933, -0.15695287374259934] User Vector: [1.714828863647102, -0.11922911291539554] Predicted: 2.194234794253224 Movie Vector: [1.5840740001541223, -0.25262948747035174] User Vector: [0.863962899618478, 1.0188553950808616] Predicted: 1.1111882501177162 Movie Vector: [2.3098518625193596, 0.2220027336619734] User Vector: [2.2594918326965634, -0.16355574383688942] Predicted: 5.182781595863531 Movie Vector: [1.759103098997187, 0.2634712327325856] User Vector: [1.6655630209767105, -0.04689465607700763] Predicted: 2.9175416789300685 Movie Vector: [2.262963771264961, -0.19777685417474805] User Vector: [1.9377473791811919, -0.882722116581705] Predicted: 4.559634120278669 Movie Vector: [2.1070387606206893, -0.6502100946205077] User Vector: [1.9852500944655727, -1.286491746889885] Predicted: 5.019488819038622 Movie Vector: [1.879091847808858, -0.39695922505650283] User Vector: [1.5090466748609443, -0.6032888008708185] Predicted: 3.075118359573212 Movie Vector: [0.2842988010236988, -0.1346976284451128] User Vector: [1.381044788040174, -0.5248894634877889] Predicted: 0.4633307433274825 Movie Vector: [1.5790737333516922, -0.3417764431943448] User Vector: [1.399270844111473, -0.29091296897192664] Predicted: 2.308979035595609 Movie Vector: [2.039519608380402, 0.024590880775017504] User Vector: [2.212995373134135, -0.46531442640873777] Predicted: 4.502004965179459 Movie Vector: [2.3570448794616747, 0.07147891996231219] User Vector: [1.8662811058693982, 0.6975628051715376] Predicted: 4.448769360145079 Movie Vector: [2.393878470933781, 0.09029383634152591] User Vector: [1.0061294471876843, -0.7974787319487974] Predicted: 2.3365442084866714 Movie Vector: [1.854359001678886, -0.01612450301281483] User Vector: [-0.2194974251008881, -0.170866232705443] Predicted: -0.4042718929971217 Movie Vector: [1.2553214226847647, -0.27066343489411815] User Vector: [2.0061751551021247, -1.0227951793967205] Predicted: 2.7952279063062897 Movie Vector: [1.2243517076628876, -0.5467668392136615] User Vector: [1.7261770701462094, -0.9737533799458887] Predicted: 2.645863901288665 Movie Vector: [1.1285616931303015, -1.0955555317656105] User Vector: [1.6743541070148205, -0.013475411265201864] Predicted: 1.9043749672667283 Movie Vector: [1.9247371325700704, -0.5760460629823683] User Vector: [1.739858370417766, -0.12735594428960256] Predicted: 3.4221329012613535 Movie Vector: [1.311545660525929, -0.8031768931582572] User Vector: [1.7013925639010672, -0.1681167505308204] Predicted: 2.366481523414735 Movie Vector: [1.801895896218601, -0.5331582365414086] User Vector: [1.8635240977873107, -0.014356439037353176] Predicted: 3.365530678027595 Movie Vector: [0.38722947932036333, 0.2628759993450823] User Vector: [1.1607659101126317, -0.8883668218904611] Predicted: 0.21595246289627235 Movie Vector: [1.8027494124644332, -0.7332248188024887] User Vector: [1.7727090736535773, 0.06765431995383216] Predicted: 3.1461444145100024 Movie Vector: [1.2252452741782032, -0.658796160688656] User Vector: [-0.49192772205642943, -0.8771040390588958] Predicted: -0.024899343230375237 Movie Vector: [2.403338689227864, 0.08878222957682871] User Vector: [1.4889598021525043, -0.07986282247074669] Predicted: 3.571384299778928 Movie Vector: [2.2324875849284607, 0.17072814047790577] User Vector: [1.9735005524442069, -0.21169342187234244] Predicted: 4.369673457913481 Movie Vector: [0.522306772561571, -1.0624263256188369] User Vector: [1.6836073940817469, -0.3472933101699155] Predicted: 1.2483330996994604 Movie Vector: [1.7631249903188257, -0.2096331879148754] User Vector: [1.0550875623236213, 0.9470812185754269] Predicted: 1.6617115930430766 Movie Vector: [1.6283678005446178, -0.6421275427497898] User Vector: [1.5710804141053392, -0.9062649722073305] Predicted: 3.140234458079138 Movie Vector: [1.0908396139808234, 0.43533466382878155] User Vector: [1.7992796821555463, -0.23608055028154143] Predicted: 1.8599515069327661 Movie Vector: [0.40940284729003906, 0.1437091827392578] User Vector: [1.893601182170397, -0.15060172541787595] Predicted: 0.7536028647334195 Movie Vector: [1.32586592381257, 0.07999623429620152] User Vector: [1.5203901082712972, -0.9692688659942987] Predicted: 1.9382955761585234 Movie Vector: [1.7582597876943158, 0.07128298661932116] User Vector: [1.6162450415971192, -0.39740358189822766] Predicted: 2.8134505494896196 Movie Vector: [1.2606030727635784, -0.7528578079553377] User Vector: [2.0849241989781193, -0.04618247867659106] Predicted: 2.663030691373362 Movie Vector: [1.7922192001753483, 0.2714374474542873] User Vector: [1.5013667091591085, -1.070254448955472] Predicted: 2.4002711069079643 Movie Vector: [-0.5037166012935891, 0.2655377639796399] User Vector: [1.711763026059045, -1.0900797226214272] Predicted: -1.1517007858109314 Movie Vector: [0.8603949995144713, -0.28980147375015153] User Vector: [1.7961041379727734, -0.34922879064300755] Predicted: 1.646566037123351 Movie Vector: [1.4013856253265229, -0.6319546634583622] User Vector: [1.6256478924221986, -0.8822301424031699] Predicted: 2.8356890410180453 Movie Vector: [1.648194620145777, 0.11557773562157463] User Vector: [1.5349518754151035, -0.672373055059646] Predicted: 2.45218806804509 Movie Vector: [1.5309889495069655, -0.275449608582716] User Vector: [1.8807579509102454, -0.8777413961708144] Predicted: 3.121193163553047 Movie Vector: [1.647124073774983, -0.010442579043217411] User Vector: [1.8362695654461874, 0.37276581496088684] Predicted: 3.0206711706994036 Movie Vector: [1.3806921586280585, -0.6307592079085449] User Vector: [1.767632640105436, -0.2803593845813452] Predicted: 2.617395788876845 Movie Vector: [2.1063366033257287, -0.8054924701281972] User Vector: [2.2050084751899393, 0.05102611830378381] Predicted: 4.603388907862453 Movie Vector: [2.193073973317327, -0.05884444932070967] User Vector: [2.272964309548227, -0.7902073124901482] Predicted: 5.031278183702085 Movie Vector: [-0.4355947588272518, -0.2430321943389327] User Vector: [1.545980713349657, 0.0986073409675328] Predicted: -0.6973858544363933 Movie Vector: [1.7763515280458142, -0.48323899475899434] User Vector: [2.1121089226242655, -0.2278690570060521] Predicted: 3.861963126147097 Movie Vector: [-0.15813136495253627, -1.0210499022630857] User Vector: [0.07939442411971737, -0.8071843152389422] Predicted: 0.8116207175273461 Movie Vector: [2.1036107118433263, -0.16217593771637218] User Vector: [1.1524188463634295, -1.4429712643170889] Predicted: 2.658255847628642 Movie Vector: [0.8770076396808981, 0.6831354766238872] User Vector: [1.7388483852834205, -0.45487226654772367] Predicted: 1.2142439355292867 Movie Vector: [1.679002336293494, 0.03026569059953538] User Vector: [1.0215640474023464, -0.4901981230165035] Predicted: 1.7003722375382868 Movie Vector: [1.679138326344996, -0.11274927965507431] User Vector: [1.8239952633453864, 0.8004319123965391] Predicted: 2.972492232219329 Movie Vector: [1.6695986192606929, 0.38264245196127866] User Vector: [1.5955150674561205, -1.1756881899079115] Predicted: 2.2140015419060894 Movie Vector: [0.9833567544840762, -0.4116801903926326] User Vector: [1.7824949607808294, 0.13007939250816128] Predicted: 1.6992773504437393 Movie Vector: [2.099983579964471, -1.0333381565162993] User Vector: [1.3670458197294129, -0.7140172459991878] Predicted: 3.6085950391924833 Movie Vector: [1.708318546053807, 0.34738968133369735] User Vector: [1.4146186443872009, -0.471600426349493] Predicted: 2.2527901439737645 Movie Vector: [1.2251979067153729, 0.04069664208695062] User Vector: [1.517511754992945, -0.3539540012314337] Predicted: 1.8448474863299684 Movie Vector: [1.569293876079417, 0.3227393925089112] User Vector: [1.8088431331433914, -0.042445613259024184] Predicted: 2.824907580192344 Movie Vector: [1.780963869335381, -0.6330364093479848] User Vector: [1.526422531075355, -0.020442321261506517] Predicted: 2.731444110834792 Movie Vector: [2.015629831447496, -0.38060932034367007] User Vector: [1.8644055472065264, -0.6546455122528432] Predicted: 4.0071156223502555 Movie Vector: [2.1898747345323217, -0.05773221809398377] User Vector: [1.6751817837823708, -0.22023958986927833] Predicted: 3.6811531840890632 Movie Vector: [1.7682778081816795, -0.6202074068222052] User Vector: [1.7608532945708983, 0.07247637198699632] Predicted: 3.068727421527381 Movie Vector: [1.3999307405237713, -0.9774928943665356] User Vector: [1.72970059263971, -1.1449352425937263] Predicted: 3.5406270956837083 Movie Vector: [1.7382487760245, -0.17167101333939436] User Vector: [1.8616389458893208, -0.5013848658894888] Predicted: 3.3220648670919375 Movie Vector: [1.7040128319350198, -0.6282816048814958] User Vector: [2.095407506556948, -0.5174633909166636] Predicted: 3.8957140090185463 Movie Vector: [2.136672107313652, -0.7061298881624954] User Vector: [1.6803075463014645, -0.4953907969435451] Predicted: 3.9400765139334575 Movie Vector: [1.782618905707847, -1.417844733702414] User Vector: [1.7715684640402474, -0.5324196993042695] Predicted: 3.912919903531938 Movie Vector: [2.040286186860725, -1.4653161792185019] User Vector: [1.996672504047575, -0.07506429509834021] Predicted: 4.183776255782113 Movie Vector: [2.0194793210917905, -0.22345171150963816] User Vector: [2.0255389202932346, -0.04097631428324229] Predicted: 4.099690191156728 Movie Vector: [1.2850584824804554, -1.4213001313752456] User Vector: [1.4166100395557106, -0.03404382205547007] Predicted: 1.8688132364579944 Movie Vector: [1.892868186795403, 0.35544484837223494] User Vector: [1.6550386874725047, -0.14372063091584583] Predicted: 3.0816853215684787 Movie Vector: [1.7844597609070332, -0.17429376725402543] User Vector: [1.8510253443692322, -0.3924071738205357] Predicted: 3.3714743680686654 Movie Vector: [1.802950766148887, -0.07693079654531684] User Vector: [2.3124945479967876, -0.11038153673881655] Predicted: 4.177805556571145 Movie Vector: [1.8793061833741225, -0.65427219770019] User Vector: [1.9608213134238932, 0.7994672062726478] Predicted: 3.1619144527720544 Movie Vector: [1.6184534180734313, -0.6364085117733778] User Vector: [1.7826193156345829, 0.6205299966323] Predicted: 2.4901757528450106 Movie Vector: [1.9456470692980192, 0.25387703471037604] User Vector: [2.1800847940010795, -0.5486845067764528] Predicted: 4.102377194697445 Movie Vector: [2.4310562552389565, -0.7055736418316626] User Vector: [0.9904196639264891, 0.6248136343999012] Predicted: 1.966913887810541 Movie Vector: [1.429683286102664, 0.10537452235842393] User Vector: [1.67921045071294, -0.01818972527658102] Predicted: 2.398822381620361 Movie Vector: [2.018835205671726, -0.41268504112485344] User Vector: [1.4678573812473088, -0.1356006115300287] Predicted: 3.0193225021129972 Movie Vector: [2.185578725049492, -1.078045077734642] User Vector: [1.8859351528299317, -0.5169436401546441] Predicted: 4.679148293583004 Movie Vector: [1.6762940114636653, 0.05680955460644785] User Vector: [1.4712264157754515, 0.5547772609428545] Predicted: 2.497724679371491 Movie Vector: [1.3958944959155795, -0.33248891112298934] User Vector: [1.8376197581751095, -0.2618288650060887] Predicted: 2.6521785002487963 Movie Vector: [1.5193007572051203, -1.3179945738331136] User Vector: [-0.10760323233900274, 0.39355395555703077] Predicted: -0.6821836503050902 Movie Vector: [1.4209162079235385, -1.4245650498077704] User Vector: [2.083644746945712, -0.7153143196609364] Predicted: 3.979696371905895 Movie Vector: [1.5508725419164462, -1.0773065709953324] User Vector: [1.8828903032130513, 0.38359764237060784] Predicted: 2.50687060994968 Movie Vector: [1.386039657681681, -0.7556363130017485] User Vector: [2.0714493819664037, -0.45948056279169747] Predicted: 3.2183111906495303 Movie Vector: [0.8355561612241379, -0.5601683998664352] User Vector: [1.6249564455093521, 0.13473670000288782] Predicted: 1.2822671281223128 Movie Vector: [1.7356487585198836, -0.17120496662537643] User Vector: [1.9030829231411817, 0.19917409198145497] Predicted: 3.2689839191400583 Movie Vector: [2.2665572830607066, -0.4570134150275696] User Vector: [1.7247782309201976, -0.4310390764566653] Predicted: 4.106299301298526 Movie Vector: [0.16767474492894668, 0.4584836978484678] User Vector: [1.8372022084642168, -1.0808612044535113] Predicted: -0.1875048301916596 Movie Vector: [2.3084568105158496, 0.0802796322677038] User Vector: [2.32907895777037, -0.23180051788992334] Predicted: 5.357969321958501 Movie Vector: [0.4824401312447455, -1.4060806891252227] User Vector: [1.7332598762846672, -0.1290321709423568] Predicted: 1.0176237660339789 Movie Vector: [1.8368135202501097, -0.18539247576452278] User Vector: [1.526827975417415, 0.03516590120190351] Predicted: 2.7979787748564986
avg loss: 10.80209158396723: 61%|████████████████████████████ | 42782/70000 [01:09<00:39, 689.99it/s]
Movie Vector: [2.3889111300099053, -0.14279949247863966] User Vector: [2.362719914577761, -0.14512261213496697] Predicted: 5.665051336390913 Movie Vector: [1.578657291662438, -0.8786255119543968] User Vector: [2.060675388277473, 0.4199557860840596] Predicted: 2.8841163599072406 Movie Vector: [2.3911250060940383, -0.36885662406026354] User Vector: [1.0234868524853709, 0.1258268062246682] Predicted: 2.4008729554259345 Movie Vector: [1.4341620407331936, 0.23988489409353744] User Vector: [2.1141865945927663, -0.7850255100104817] Predicted: 2.843770399662333 Movie Vector: [2.017892573114478, 0.46832960304022525] User Vector: [2.145058121353739, 0.559661016739887] Predicted: 4.590602673785485 Movie Vector: [2.06066241550877, -0.5336217664054709] User Vector: [1.61247434510097, -0.03290395603160434] Predicted: 3.3403235460609992 Movie Vector: [1.5101614439837583, -0.42158074633154974] User Vector: [2.0095994346467183, -0.3002668089731575] Predicted: 3.1614062894805293 Movie Vector: [2.215354697247802, 0.35356373645272116] User Vector: [2.1874116325866364, -0.36992796659786964] Predicted: 4.7150995209765885 Movie Vector: [1.8562936783532884, 0.4991089124418222] User Vector: [1.4966729599483537, -0.710295215891992] Predicted: 2.423749881397952 Movie Vector: [1.3463893976418424, 1.3032454957030573] User Vector: [1.6650943348428215, -0.3783129808877275] Predicted: 1.7488306701979428 Movie Vector: [1.098360973164471, 0.4299037920130815] User Vector: [1.7614023906930831, 0.5186696726505482] Predicted: 2.157633703050535 Movie Vector: [2.1885959075895918, -0.4296768742105497] User Vector: [1.7963854743009244, -0.9349798343317811] Predicted: 4.333301110173968 Movie Vector: [2.2398364325535893, 0.15189361090274436] User Vector: [2.48136061030361, -0.4307748446124641] Predicted: 5.492409950627179 Movie Vector: [1.8621844374140153, -0.30469021010088515] User Vector: [1.704215908961506, -0.20821677471221928] Predicted: 3.2370059564950915 Movie Vector: [1.9311345935630282, -0.3509406528315605] User Vector: [1.695642770571363, -1.1211545810897483] Predicted: 3.6679731331881475 Movie Vector: [1.6485700036424715, 0.06435334086712952] User Vector: [2.002849304600444, -0.5260512702341621] Predicted: 3.26798412867351 Movie Vector: [2.393883819556853, 0.5401936437749802] User Vector: [1.6860692041577765, -0.4972949163466964] Predicted: 3.767618233594305 Movie Vector: [1.854710007647593, -0.46323327804585834] User Vector: [1.5643677505113878, -0.04861606395221156] Predicted: 2.923969101184894 Movie Vector: [1.0845756280614984, 0.926815008376133] User Vector: [2.3928559101135285, 0.1056454747948036] Predicted: 2.693147013178895 Movie Vector: [0.8808192218120225, 0.03041737531313577] User Vector: [1.758362029278237, -0.18293187391342783] Predicted: 1.5432347668271054 Movie Vector: [1.816438604986332, -0.44813450281110834] User Vector: [2.506114236875222, -0.30298793473716007] Predicted: 4.687981995857215 Movie Vector: [0.010152743084993476, -1.21093752360405] User Vector: [1.914970242826551, -0.029578703555262556] Predicted: 0.05526016292545349 Movie Vector: [2.367286885235093, -0.47884358308908165] User Vector: [1.7158280028998776, -0.9458373806239486] Predicted: 4.514765288941565 Movie Vector: [1.5980155617027265, 1.5211045147225868] User Vector: [2.1478161687697255, 0.07289725328667751] Predicted: 3.5431280024559917 Movie Vector: [2.3628260217476957, 0.5820850978604026] User Vector: [1.715692468425034, -0.7317992796682503] Predicted: 3.6279133543913415 Movie Vector: [1.664943979526424, 0.3204949041811467] User Vector: [1.9176136726861988, -0.8317020931091383] Predicted: 2.926163056758169 Movie Vector: [1.4615829411191985, -0.2305701292549927] User Vector: [1.2335784765575317, -0.03193575965927832] Predicted: 1.8103406901007937 Movie Vector: [1.701814322885034, -1.7108393954962162] User Vector: [1.7148418680424748, 0.23694410020335024] Predicted: 2.512969151359316 Movie Vector: [2.0391063875029536, -1.2051185200436938] User Vector: [1.4234314421677319, -0.47279789266498784] Predicted: 3.4723056425849705 Movie Vector: [1.922999678766228, 0.0729489320485492] User Vector: [1.8661970946431745, -0.5463709754938347] Predicted: 3.5488392343486934 Movie Vector: [1.9323677249078346, 0.2794765886663194] User Vector: [1.3744325950184075, -0.8339326186648419] Predicted: 2.4228445432328707 Movie Vector: [1.6421598685604841, -0.11669450956473029] User Vector: [2.1307215489629314, -1.049648982858423] Predicted: 3.62147369205374 Movie Vector: [1.9973879497495601, -0.3212090321117802] User Vector: [1.9797994770210396, -0.06294623065542247] Predicted: 3.974646516146219 Movie Vector: [1.8070181367773162, -0.22214213989612938] User Vector: [1.6095788864680278, 0.7565980731369528] Predicted: 2.740465925413632 Movie Vector: [1.2521320275229726, -0.5169035554093495] User Vector: [1.6609556522359705, -0.15938456151742045] Predicted: 2.162122214985682 Movie Vector: [1.9937523017985768, -0.798128638693592] User Vector: [1.8303385231840346, -0.22490581660807074] Predicted: 3.8287454169124464 Movie Vector: [2.274679602345628, -0.812107617171634] User Vector: [0.5562077866976529, 0.11883159329893474] Predicted: 1.1686904649882524 Movie Vector: [1.6460745102969196, 0.025881581649721208] User Vector: [1.4224640234613506, 0.19360473724727972] Predicted: 2.346492567648967 Movie Vector: [1.6153774759911295, -0.5318646953046567] User Vector: [2.17327827252987, 0.8800327019883225] Predicted: 3.0426064456045108 Movie Vector: [1.976049617811872, -1.0189315662331535] User Vector: [1.859211259457809, -0.9736723100135455] Predicted: 4.665999150523088 Movie Vector: [0.15341758728027344, -0.7426929473876953] User Vector: [2.488731389587847, 0.3815723937004812] Predicted: 0.09842403946006123 Movie Vector: [1.6845468833571582, -0.5936913396635525] User Vector: [1.9591348051687125, -0.8722964003566541] Predicted: 3.8181292486349245 Movie Vector: [1.2584703073649, -0.2666897803981234] User Vector: [1.4461119965673872, -0.23939178377711576] Predicted: 1.883732351048863 Movie Vector: [1.1655227917149757, -0.011899547054822865] User Vector: [2.042709327739873, -1.1327169023808483] Predicted: 2.394303096409272 Movie Vector: [1.3829514611567117, -0.8913112012042237] User Vector: [1.6541753879570562, -0.07104646337636544] Predicted: 2.3509687783979816 Movie Vector: [1.5413358537970008, -0.19154149315706243] User Vector: [1.8304096708524074, -0.02220460233351398] Predicted: 2.8255291555075024 Movie Vector: [2.106344427216625, 0.46979494287692647] User Vector: [1.500260741042393, 0.1459604973957287] Predicted: 3.228637354802843 Movie Vector: [0.7909021574597145, -0.5572015471761809] User Vector: [1.9742545595825738, 0.013055393222542764] Predicted: 1.5541677052459417 Movie Vector: [0.7179831573642328, -0.18852322500606836] User Vector: [2.121232561685655, 0.026305654083755327] Predicted: 1.5180500253991225 Movie Vector: [1.9789674817860639, 0.010059445085349623] User Vector: [1.7411119108667024, -0.6418968249713213] Predicted: 3.4391467278943404 Movie Vector: [0.6744424950028476, -0.1143014301944682] User Vector: [1.0633245264854216, -0.4185189243497402] Predicted: 0.764988558257175 Movie Vector: [1.8376517238061711, -0.8538480169027903] User Vector: [0.9725954396720913, 0.06503471604606048] Predicted: 1.7317619229536747 Movie Vector: [1.9190826602574724, -0.2759731707419577] User Vector: [1.8615825597901832, -0.6958590761460572] Predicted: 3.764569246764657 Movie Vector: [1.0081934576548774, -0.5557646385697825] User Vector: [1.681910823327139, -0.9306765172810382] Predicted: 2.21292858668943 Movie Vector: [1.8439588550767076, 0.05015334986063973] User Vector: [2.1015808030564043, 0.33552053683278676] Predicted: 3.8920560103242794 Movie Vector: [1.4431717855456252, -1.321314311883195] User Vector: [1.9829687277811903, -0.52682732556324] Predicted: 3.557869004710973 Movie Vector: [1.7686837574201293, -0.4023675989355083] User Vector: [2.1862239515798283, 0.24464837611691237] Predicted: 3.7683002135604604 Movie Vector: [2.0279941475519716, -0.209201285842378] User Vector: [1.9471074214494957, 0.30418980074966095] Predicted: 3.8850855578976216 Movie Vector: [2.404033696467384, -0.22178852983740197] User Vector: [1.9531445312493156, -0.6191930303015776] Predicted: 4.8327551790705 Movie Vector: [1.7380919946258095, 0.1961993236468778] User Vector: [1.5332847404696932, -0.37561030894635145] Predicted: 2.591295444322217 Movie Vector: [1.7055312088019596, -0.2520666199757596] User Vector: [1.6992935890582848, -0.27759647234249524] Predicted: 2.9681710535565644 Movie Vector: [1.9412472505773595, -0.09063730139238826] User Vector: [1.862307562469544, 1.127654947312698] Predicted: 3.5129918340472277 Movie Vector: [1.4751109543809653, 0.10488243585098996] User Vector: [1.8174556315078907, -0.23504272540996002] Predicted: 2.656296857568613 Movie Vector: [1.889942756653903, 0.05604158682261754] User Vector: [2.0097737454600773, -1.265528199720152] Predicted: 3.72743512426437 Movie Vector: [1.938464185170879, -0.6089061025349378] User Vector: [1.646201396303829, 0.7547422610196426] Predicted: 2.731535279737388 Movie Vector: [1.759494355768034, 0.39395640487190065] User Vector: [1.797228338833066, 0.2137319265239698] Predicted: 3.246414179582868 Movie Vector: [1.1377024587401898, -0.4268497572509259] User Vector: [1.93395224787088, -0.5566030593118909] Predicted: 2.4378481082412202 Movie Vector: [0.9246090310136433, -0.44037168658091225] User Vector: [0.5602233469113446, -0.5853392616804586] Predicted: 0.775754403827168 Movie Vector: [2.363426881766196, 0.23172140059471705] User Vector: [1.7626709066301136, -0.6322107726480436] Predicted: 4.01944703872773 Movie Vector: [1.432493940735276, 0.24892357379282498] User Vector: [2.0751437871075646, -0.46697652953473734] Predicted: 2.856389434576882 Movie Vector: [0.29512643645548203, 0.19896148996822777] User Vector: [1.9325657675939982, -0.5684762120802402] Predicted: 0.4572463740388912 Movie Vector: [2.173545780162566, 0.17308437859983167] User Vector: [1.6331096948315393, -0.4680329876337909] Predicted: 3.468629486914851 Movie Vector: [0.3782079981324309, 0.01280958086161954] User Vector: [0.8982052985075368, 0.49045088048929475] Predicted: 0.3459908980727581 Movie Vector: [1.751916977873958, 0.040287290888674776] User Vector: [1.8362913926408624, 0.4657301871211103] Predicted: 3.2357930746155263 Movie Vector: [0.320735208178203, 0.047505671574495686] User Vector: [1.3889834075687202, 0.7091553885489303] Predicted: 0.47918478536631265 Movie Vector: [1.8680997224371358, -0.6342033595640869] User Vector: [2.0847963869223767, -1.0463854673118513] Predicted: 4.558228730515848 Movie Vector: [1.4327488906023056, -0.011246181353913101] User Vector: [2.0665879696424385, -0.31617588227889587] Predicted: 2.964457392149117 Movie Vector: [2.158860555420353, -0.12184490078306133] User Vector: [2.1701811253645995, 0.8810524408777481] Predicted: 4.577766682423963 Movie Vector: [1.6963861780687326, -0.120181822817027] User Vector: [0.07264911452878889, -0.1893237728981436] Predicted: 0.14599422986506555 Movie Vector: [1.1710018867281977, -0.17338071084145584] User Vector: [0.6399249067370227, -0.6063843165294929] Predicted: 0.8544886169964134 Movie Vector: [1.9078348087496013, 0.7771355362171035] User Vector: [-0.9927403312442931, -1.5032725441837702] Predicted: -3.0622310747021753 Movie Vector: [0.9638157868131129, -0.7194949710843721] User Vector: [1.6240391084701964, -0.1630262202548713] Predicted: 1.6825710767737418 Movie Vector: [0.9926720986083024, -0.8733443920375182] User Vector: [1.9729214465010763, -0.8771552794077138] Predicted: 2.72452271690438 Movie Vector: [1.707965111410661, -0.252464222122058] User Vector: [1.60526416389501, -0.11212497808711269] Predicted: 2.770042731903698 Movie Vector: [-1.544504165649414, -0.1919269561767578] User Vector: [1.0897382621837584, -0.8249902479559383] Predicted: -1.5247674182446762 Movie Vector: [-0.3449922284759532, 1.1213219221414925] User Vector: [1.1396155424817902, -0.9373669724535806] Predicted: -1.4442486409102255 Movie Vector: [1.7888360001278283, 0.03732246970582824] User Vector: [1.4558795987291788, -0.2960512891108367] Predicted: 2.593280472789201 Movie Vector: [1.364019143053611, -0.24876147515015617] User Vector: [2.3057540315824636, -0.12876192823542051] Predicted: 3.177123645462543 Movie Vector: [1.731311413755622, -0.14882918895762665] User Vector: [1.7676285379853067, -0.1615683215716083] Predicted: 3.084361545354872 Movie Vector: [1.6155527015231563, -0.8523875705844353] User Vector: [2.2698775178707913, -0.7901244878528416] Predicted: 4.3405990487829875 Movie Vector: [-0.5732043524040606, -0.665624368043677] User Vector: [1.7390985218832562, -0.3077037640676654] Predicted: -0.7920437185007505 Movie Vector: [1.5670377279901297, -0.08913400011312562] User Vector: [2.045050611762166, 0.5448500149729492] Predicted: 3.1561068029843744 Movie Vector: [1.1530857297024508, 0.3081954645298472] User Vector: [-0.03835905191677541, -1.6617047092434043] Predicted: -0.5563611301468548 Movie Vector: [1.3994171540571623, -0.6816185544557797] User Vector: [1.123895617818949, -0.7223269624562588] Predicted: 2.065150266939379 Movie Vector: [-0.23476429516908906, 0.4780425193021581] User Vector: [1.7119989277180248, 0.7440072713799211] Predicted: -0.04624911120637648 Movie Vector: [1.4134056547142126, -0.6384778670917095] User Vector: [1.8816466978471853, -0.036125840754263776] Predicted: 2.6825956326632143 Movie Vector: [2.098277349653444, -1.194880984350228] User Vector: [1.7101268399195628, -0.39359744641105243] Predicted: 4.058622517443014 Movie Vector: [1.909544864028136, -0.6550051961959725] User Vector: [2.025726813422401, -0.5481210888894238] Predicted: 4.227238393861995 Movie Vector: [1.8782501611646727, 0.10717359922715754] User Vector: [1.7178876623968768, -0.015339029079061199] Predicted: 3.2249788398046837 Movie Vector: [2.2329470054874996, -0.14167376844547522] User Vector: [1.7916222102880557, -0.604201880544472] Predicted: 4.086197006746187 Movie Vector: [1.445628219583586, 0.5119994202994333] User Vector: [1.5150826235648793, -1.0433080461900976] Predicted: 1.6560730807830604 Movie Vector: [0.6657608415101203, -1.05046534896825] User Vector: [1.5445226006359114, -1.1221457470580187] Predicted: 2.2070578901073032 Movie Vector: [1.6088227743072885, -0.7658313533376921] User Vector: [2.0362250823798935, 0.1761465217381879] Predicted: 3.1410267570200237 Movie Vector: [1.4578971341552764, 0.39450118998680855] User Vector: [0.9430122383447068, 0.05903062528668343] Predicted: 1.3981024916773626 Movie Vector: [1.8452036677812291, -0.651770634809142] User Vector: [0.6889539900181626, 0.2938882284991283] Predicted: 1.079712712062215 Movie Vector: [1.9114027129071736, -0.9060920722874911] User Vector: [2.069211212229757, -1.3221760677995917] Predicted: 5.153109177835358 Movie Vector: [2.411515347854352, 0.5349933415761454] User Vector: [1.7198504513885287, -0.5112157718594367] Predicted: 3.873948725484164 Movie Vector: [1.8966413394225834, -1.191643129727603] User Vector: [1.9367831530463053, -0.7673369378419892] Predicted: 4.587774783730462 Movie Vector: [0.5775858367967145, -0.1785975048851235] User Vector: [0.38202180704748134, -0.575779842778358] Predicted: 0.323483228381476 Movie Vector: [0.43131278653781735, -0.5398283294215257] User Vector: [2.075871816426819, -0.25663655242395284] Predicted: 1.033889739001894 Movie Vector: [2.2237165479928533, 0.2329173849306933] User Vector: [1.8137312271884056, 1.3734726888904407] Predicted: 4.353129810480333 Movie Vector: [1.4030754751918915, 0.8106511849566892] User Vector: [1.9751129899782696, -0.6386663153219609] Predicted: 2.2534969916637677 Movie Vector: [1.440281584299882, -0.6389938595750198] User Vector: [0.29835698760796264, -0.04670570001207486] Predicted: 0.45956273031380546 Movie Vector: [1.3717281240566583, -0.4790604654676621] User Vector: [1.6648854051748176, -0.8503550895718106] Predicted: 2.6911416386328293 Movie Vector: [0.8240325651073311, -1.8259444883856302] User Vector: [1.6160735943971667, -0.24737362722393239] Predicted: 1.7833877805948228 Movie Vector: [1.559619820843534, -0.8038239906902446] User Vector: [1.0706201365679922, -0.713112468171073] Predicted: 2.242977295561894 Movie Vector: [1.3930358127151645, 0.07035373465882327] User Vector: [1.7204708914467295, 0.06310941321319162] Predicted: 2.4011175494309533 Movie Vector: [1.6340940525157444, -0.9182677879184357] User Vector: [2.1837252294483656, -0.13442303027452931] Predicted: 3.691848748425638 Movie Vector: [1.9487383769570974, 0.06688155815948932] User Vector: [1.7045915563956975, -0.39044533450041957] Predicted: 3.295689390637833 Movie Vector: [1.8557177291421856, -0.716356755524952] User Vector: [1.1034367344122296, 0.5920123095272558] Predicted: 1.623575093751753 Movie Vector: [2.2118788822020745, -0.13192584551122563] User Vector: [1.764512605913994, -0.2021348117840997] Predicted: 3.9295549763523843 Movie Vector: [1.7721035198360022, 0.15199702956198624] User Vector: [1.8889113607509052, -0.9889868904041776] Predicted: 3.197023401427711 Movie Vector: [1.9151840497506565, 0.25907670522832815] User Vector: [1.05681908783479, -0.6896557841209355] Predicted: 1.8453293122015166 Movie Vector: [1.8937332310713353, -1.6843214675988047] User Vector: [1.6609911326130247, -0.9347452381306487] Predicted: 4.719885575663309 Movie Vector: [2.5108327622067703, -0.35413983058567233] User Vector: [1.1083561538380697, -0.4239574504351335] Predicted: 2.9330371629227443 Movie Vector: [1.6657973681997449, -0.69587862195793] User Vector: [1.4045365594593522, 0.6368353676288472] Predicted: 1.8965131862480797 Movie Vector: [2.2750332205789765, -0.581185519530623] User Vector: [2.210074174598366, 0.9948728279666119] Predicted: 4.449786485766269 Movie Vector: [1.954728686994509, -0.3018956196218479] User Vector: [1.605237985961328, -0.14760869884857492] Predicted: 3.182367160212362 Movie Vector: [0.5138729354181679, 0.25480867969975435] User Vector: [1.563612351673806, -0.5556452670039075] Predicted: 0.6619148321440402 Movie Vector: [1.2554820652367018, -0.694198104322363] User Vector: [2.298068688096741, -0.10976599419944248] Predicted: 2.9613833676798067 Movie Vector: [2.5606998820664395, 1.4531079810345733] User Vector: [1.708056049238321, -0.7691221675395435] Predicted: 3.2562013638051157 Movie Vector: [2.1306009488560447, -0.4062799085457736] User Vector: [1.6851606546346158, -0.39088470962940397] Predicted: 3.749213493819562 Movie Vector: [1.4861949477305416, -0.09211311355323179] User Vector: [1.6664404402123536, -0.15488125974325623] Predicted: 2.490921958003458 Movie Vector: [1.4906692935648418, -0.6482023808672978] User Vector: [1.8498864680938294, 0.11153926102157855] Predicted: 2.6852689400142227 Movie Vector: [1.4627750987993677, 0.07473437419430609] User Vector: [1.3911648454322343, -0.5006881802387607] Predicted: 1.9975426764067137 Movie Vector: [2.3443607841306497, -0.17436134885181603] User Vector: [2.0125897920649423, -1.1237479089688844] Predicted: 4.914174784235931 Movie Vector: [0.8151376574625074, -0.09743077143308577] User Vector: [1.499563937282116, 0.1210747951392897] Predicted: 1.2105546243598746 Movie Vector: [2.468759564323076, 0.5369009570099548] User Vector: [1.857628673292374, -0.4352312642166499] Predicted: 4.352362471872763 Movie Vector: [1.4492281724974303, -0.5546457556911042] User Vector: [1.5064426103994286, -0.7852244631198667] Predicted: 2.6187004869756825 Movie Vector: [-0.19537519279865934, -1.2095967970799513] User Vector: [2.1933106246806853, -0.335550446824899] Predicted: -0.022637740426192543 Movie Vector: [1.9799880397953062, -0.6740657081813461] User Vector: [0.5876335457021482, -0.44288355037563837] Predicted: 1.4620400062985854 Movie Vector: [2.0062197636448835, -0.37240391891231434] User Vector: [2.085384389203814, -0.5749551023262425] Predicted: 4.3978549097221284 Movie Vector: [1.5258989485003633, -1.496975426436239] User Vector: [1.6380955072643144, 0.06098123816991971] Predicted: 2.408280797063761 Movie Vector: [1.7914784004411817, -0.3998167749930502] User Vector: [1.5255654625807828, -1.0724113021451296] Predicted: 3.1617856029622953 Movie Vector: [0.9502378869054507, -1.7736376391998863] User Vector: [1.835884569860727, -0.6374725774033208] Predicted: 2.875172431507072
avg loss: 10.782989125121343: 61%|███████████████████████████▌ | 42852/70000 [01:09<00:47, 573.90it/s]
Movie Vector: [2.0924888558678214, 0.9592004015533342] User Vector: [2.175527828948293, -0.44564637278616387] Predicted: 4.124803557977343 Movie Vector: [-0.9003286603124548, -0.7866556162627922] User Vector: [1.7667116462791275, -0.3967168649811556] Predicted: -1.2785415797493047 Movie Vector: [2.225050866098261, -0.31423406612782234] User Vector: [1.8366528931996358, 0.405437172848635] Predicted: 3.959243939352131 Movie Vector: [1.760504687156141, -0.7413671190093817] User Vector: [1.841222284681779, -0.6474355267283194] Predicted: 3.721467873473506 Movie Vector: [0.6501093603716622, 0.5168289720379342] User Vector: [0.7607969597826421, 0.09025631689123374] Predicted: 0.541248304375825 Movie Vector: [1.946482188749497, -0.15975214308851327] User Vector: [1.9595949148320024, -0.25645992837759024] Predicted: 3.8552866220592272 Movie Vector: [1.5557067442438393, -0.1917158256644961] User Vector: [1.707195738366356, 0.22336516852937133] Predicted: 2.613073286211583 Movie Vector: [1.74755873322512, -0.4170212557719536] User Vector: [2.2437537071794926, -0.07973342118777578] Predicted: 3.954341917618481 Movie Vector: [1.8551015954047068, -0.5335681289477971] User Vector: [1.6890419751358074, -0.1420570100074679] Predicted: 3.2091415558135568 Movie Vector: [2.2912671539834193, 0.2233480077561753] User Vector: [1.6953261914307656, 0.061839507919406796] Predicted: 3.898256948607542 Movie Vector: [1.1986840510064125, -2.4054109849911347] User Vector: [1.6176553986352977, -1.0404702221694735] Predicted: 4.44181622833117 Movie Vector: [2.4747328152538097, -0.3321589055011014] User Vector: [1.4815130638829284, -0.5845263883394825] Predicted: 3.8605046408056505 Movie Vector: [1.3961865089442065, -0.28948754933257315] User Vector: [0.08441869480149997, -0.31007836939070166] Predicted: 0.20762807004048725 Movie Vector: [1.3150778339543585, -0.6149806183109798] User Vector: [2.179374288564499, -1.134112199962018] Predicted: 3.5635038407478903 Movie Vector: [2.0324308628855094, -0.5658247256401785] User Vector: [1.4062274734715883, -0.2953639309427227] Predicted: 3.025184332510841 Movie Vector: [1.9823719909562318, 0.9817573097102651] User Vector: [0.9828264738934871, 1.0401193982026735] Predicted: 2.9694724959736414 Movie Vector: [0.8026020495415667, -0.3556286751975005] User Vector: [1.5837356055242584, -0.9654469099813666] Predicted: 1.6144500484959179 Movie Vector: [1.6723381637998889, -0.6929129391193102] User Vector: [1.8956620074198949, -0.6152617848382934] Predicted: 3.596510772333893 Movie Vector: [0.7588113606587075, -0.3289338246678777] User Vector: [1.1744281944926107, -0.8790919942972024] Predicted: 1.180332548177978 Movie Vector: [0.7743396660926226, 0.1376406321120171] User Vector: [1.5980398000689047, 0.3089225741065297] Predicted: 1.279945903561771 Movie Vector: [2.0979233286982875, 0.5701162993512726] User Vector: [2.052079137116718, 0.04617062160018026] Predicted: 4.331427318017656 Movie Vector: [1.7089857328652442, -0.15301629390981925] User Vector: [0.46646981522293696, -1.0624528348131956] Predicted: 0.9597628542653825 Movie Vector: [1.9605368586423775, -0.6099981021303246] User Vector: [1.947128405971646, 0.8042343318911046] Predicted: 3.3268355922953674 Movie Vector: [1.7037846004000032, -0.4624017310441043] User Vector: [2.2029297675803625, -0.4738457153564839] Predicted: 3.97242489279485 Movie Vector: [1.6918440446558876, -1.075615288723458] User Vector: [1.946739191437872, -0.49365691205961104] Predicted: 3.8245640295277106 Movie Vector: [1.1967575220402473, -1.210300800269975] User Vector: [1.4526368108434486, -0.9175172716023626] Predicted: 2.8489259182513167 Movie Vector: [1.0948468323503868, -1.4693936356189998] User Vector: [-0.024192755143365663, -1.1186471081324019] Predicted: 1.617245579858808 Movie Vector: [2.100311762286473, -0.5996683583283364] User Vector: [1.4099923993080368, 1.236199757617577] Predicted: 2.2201137417847754 Movie Vector: [2.3813219419469416, 0.39738643220516584] User Vector: [1.9529444553013204, -0.9834946378035927] Predicted: 4.259762057602971 Movie Vector: [1.607045955715063, 0.189808151646054] User Vector: [2.098412189592098, 0.14654423288633794] Predicted: 3.4000601126857157 Movie Vector: [2.0655178565418337, -0.4832787191319272] User Vector: [1.4709320132644101, -0.3555012117410491] Predicted: 3.2100425094167306 Movie Vector: [1.9515053030348142, -0.40646510716637557] User Vector: [1.880149715744214, -0.20420449010524333] Predicted: 3.7521241407287147 Movie Vector: [2.015468073986354, 0.10594837967350922] User Vector: [1.8609398278399811, -0.09454853563144228] Predicted: 3.7406475464704902 Movie Vector: [1.8971460276709244, -0.8969823942062439] User Vector: [2.2799191275478567, -0.1884785222965958] Predicted: 4.494401432424431 Movie Vector: [2.522897716219797, 0.5242167125045114] User Vector: [1.777717942715989, 0.20936348653056316] Predicted: 4.5947523763886595 Movie Vector: [2.1369619557094586, -1.2376216003206846] User Vector: [2.014474131367078, 0.20468731007910437] Predicted: 4.051529143226866 Movie Vector: [0.5408011343190793, 0.15986190024390992] User Vector: [1.9940551257089614, -0.23534171646090132] Predicted: 1.0407650998780775 Movie Vector: [1.2991477877985167, -0.2742728435994243] User Vector: [1.907873988118911, 0.40552465406915233] Predicted: 2.3673858710417974 Movie Vector: [0.9480945088268166, -0.17713245479081866] User Vector: [1.5506941427328624, -1.0948133999777534] Predicted: 1.6641315866708766 Movie Vector: [2.0798147542005956, -0.4834811454608125] User Vector: [1.5615434564523902, -0.9556136874288926] Predicted: 3.709742320271228 Movie Vector: [2.360940159021903, 0.33887857493187734] User Vector: [1.4262909753581958, -0.5463266067538727] Predicted: 3.1822492602295633 Movie Vector: [-0.5314391739013563, 1.0197535305897723] User Vector: [1.886617245157104, -0.7358181376133102] Predicted: -1.7529754539375078 Movie Vector: [0.2685726420697571, -1.8380910384815068] User Vector: [1.1682704671111814, -0.8764227079319096] Predicted: 1.9247102113754573 Movie Vector: [1.5950552189357534, -0.6780614251494859] User Vector: [1.8347374062160429, 0.37277552867591435] Predicted: 2.673742768926703 Movie Vector: [2.477099751240838, -0.6765267588534304] User Vector: [1.4171651417512854, -1.0339112050822106] Predicted: 4.209928016615808 Movie Vector: [1.445587517459127, -1.2908515416677049] User Vector: [1.4086454191362519, -0.7675162751537146] Predicted: 3.0270698014665722 Movie Vector: [2.1270335689476796, -0.3008264661393387] User Vector: [1.9172293631200088, -0.2990283991480631] Predicted: 4.167966871319454 Movie Vector: [1.8936598766327515, -0.25537837307910016] User Vector: [1.7066023401680956, -0.22106793789544174] Predicted: 3.2881803472635704 Movie Vector: [1.559296916598367, -0.9218709506705806] User Vector: [1.8535354257807104, -0.3196034497490029] Predicted: 3.1848452102834135 Movie Vector: [0.9702133517667403, 0.5917209287583526] User Vector: [1.6703676202150588, -0.7644652120227313] Predicted: 1.1682629022299442 Movie Vector: [2.2141644415207944, -0.17554679049238034] User Vector: [1.5671294207325024, -0.2223838931931655] Predicted: 3.5089210173542478 Movie Vector: [1.0112949290108078, -0.14370524220146025] User Vector: [1.9980681986001583, -0.8162149260387673] Predicted: 2.137930600696947 Movie Vector: [0.7000284244028654, 0.922046610816847] User Vector: [1.6983359914657616, -0.4741726588161001] Predicted: 0.7516741752090572 Movie Vector: [1.3619808146621666, 0.06921459146598874] User Vector: [2.0380918699220643, -0.10642127827922011] Predicted: 2.768476120053407 Movie Vector: [1.891906745447565, -0.7426446626459702] User Vector: [2.061303191324327, -0.0482715760221266] Predicted: 3.935642040369429 Movie Vector: [1.9624545702315066, 0.4487267811186723] User Vector: [1.4709561309657844, -0.433410592371352] Predicted: 2.6922016418063244 Movie Vector: [2.184853333051237, 0.1614389128012618] User Vector: [0.3955887735190496, 1.2123031494023846] Predicted: 1.060016352765813 Movie Vector: [0.7015031123412602, 0.6921372063530931] User Vector: [2.06961407799343, -0.49419741388778576] Predicted: 1.1097882996224635 Movie Vector: [0.6400461820387806, -0.9372143216607954] User Vector: [1.9655419658973654, -0.854024920584736] Predicted: 2.0584420175368456 Movie Vector: [1.711268193538854, -0.16440448308063704] User Vector: [2.3562628910804504, -0.13797342534736196] Predicted: 4.054881190794978 Movie Vector: [1.6819159077271209, 0.09627168048899393] User Vector: [1.9726666512061437, -0.3307362548153118] Predicted: 3.2860188862566946 Movie Vector: [1.33954213166463, -1.2692184574335152] User Vector: [2.0589819997341805, -0.30339868641076834] Predicted: 3.1431723497366573 Movie Vector: [2.022576195739784, -0.3146590273584525] User Vector: [1.7487489871840967, 0.06531419945919237] Predicted: 3.5164263713280848 Movie Vector: [2.3618843389438497, 0.2322746588268069] User Vector: [2.170910448828722, -0.40945108308018957] Predicted: 5.032334279709404 Movie Vector: [0.8733942396111358, -0.9983040513563749] User Vector: [1.7183748733499469, -0.05951612704202566] Predicted: 1.5602339066234536 Movie Vector: [2.1178066758325964, -0.4959161071626094] User Vector: [1.840733687061584, 0.4048608604290821] Predicted: 3.6975410690424773 Movie Vector: [-0.14985416395100154, -1.0723466778659176] User Vector: [1.7680104805389814, 0.08760399904334917] Predicted: -0.35888558975968204 Movie Vector: [2.2373431139405664, -0.9284140811552956] User Vector: [0.21841723368857677, -1.8823347928967473] Predicted: 2.236260420932962 Movie Vector: [2.1132769273660066, 0.1492854771658727] User Vector: [2.06890771318123, 0.4153739615668958] Predicted: 4.434184235170254 Movie Vector: [1.972267605011304, 1.4454852831350822] User Vector: [1.8364466471432834, -0.49889685179522775] Predicted: 2.900816173419897 Movie Vector: [2.2549909314924887, 0.37637936908737724] User Vector: [2.037577718349241, -0.22532411168956315] Predicted: 4.509911930090804 Movie Vector: [1.2687325653924488, -0.21612998850658954] User Vector: [1.5453556012460634, -0.10898109604274747] Predicted: 1.9841970594476628 Movie Vector: [2.213910421534717, -0.060892239232514515] User Vector: [1.842772261952683, 0.5194278565203594] Predicted: 4.048103589948879 Movie Vector: [1.8464222399597061, -0.8927891118930334] User Vector: [2.0722228017479916, -0.5662654958480534] Predicted: 4.331753936432956 Movie Vector: [1.8492978371877782, -1.483506023810393] User Vector: [1.901917613168014, -0.20873837005186305] Predicted: 3.8268767579132517 Movie Vector: [2.017653419739516, 0.19220755560610553] User Vector: [1.1832301920941195, -1.2968542578203273] Predicted: 2.13808325654473 Movie Vector: [2.3912270580262356, -1.2695516866749654] User Vector: [0.6943758437505761, -0.6492332528816555] Predicted: 2.4846454772575552 Movie Vector: [-1.4410334828822808, 1.8222657187660818] User Vector: [1.6630213290692857, -0.7689456226579698] Predicted: -3.7976926657010903 Movie Vector: [1.4752245129691244, 0.6135207770207639] User Vector: [1.9718599229512264, -0.7721728251217624] Predicted: 2.435192022816036 Movie Vector: [1.1079932355298272, -0.3085220804045011] User Vector: [1.1894485707872162, 0.33056893019509775] Predicted: 1.2159131563819745 Movie Vector: [1.3967648586830281, 0.6307527668622982] User Vector: [1.9809188101661745, -0.5497712235597975] Predicted: 2.4201080615426953 Movie Vector: [1.8516264792917951, -0.45238869889152983] User Vector: [1.7469196176153903, 0.634567837594197] Predicted: 2.9475713027633037 Movie Vector: [1.5270955814033316, 0.13305225133161278] User Vector: [0.9842080833392534, 0.25402800678800175] Predicted: 1.5367788134532414 Movie Vector: [2.1322907700375673, -1.238096231597985] User Vector: [2.1806701540498947, 0.10417000590183081] Predicted: 4.520850350224394 Movie Vector: [1.6723675597704788, -1.0865606231784513] User Vector: [2.2404929042627795, -0.1653817544644055] Predicted: 3.9266249531782074 Movie Vector: [2.3757224460560686, 0.2136464397840834] User Vector: [1.760829475363662, -0.12492013532256444] Predicted: 4.156553366129572 Movie Vector: [1.336322539917832, -0.22691774279365967] User Vector: [0.4479218133942966, 0.06523438830871123] Predicted: 0.5837651752121298 Movie Vector: [2.325780632683485, -0.3066477746931651] User Vector: [2.0849429858864474, -0.7166158924144584] Predicted: 5.068868685542626 Movie Vector: [1.8739907778257847, -0.39491991212833905] User Vector: [1.8493382900999769, 0.01569617940993881] Predicted: 3.4594441669341385 Movie Vector: [1.775529877065078, -0.3507923695942848] User Vector: [2.1935159439375247, 0.33802105644709574] Predicted: 3.7760778869158416 Movie Vector: [1.1020840100385663, -0.44344281321076057] User Vector: [2.523202993675213, 1.3523757246340122] Predicted: 2.181080377561247 Movie Vector: [1.7558843107660136, 0.3315323794333441] User Vector: [2.1711212490039076, -0.5498541116139817] Predicted: 3.629943295932082 Movie Vector: [2.152529516153903, 0.2944549239176695] User Vector: [0.4191589359269502, 0.027106710456718697] Predicted: 0.9102336859076143 Movie Vector: [1.4750764350159276, -0.5681190124342116] User Vector: [1.0656658393294343, -0.23286679212918263] Predicted: 1.7042346191694722 Movie Vector: [1.4757607915326474, 0.41186502838208877] User Vector: [1.1482338684558182, -0.6129223949846486] Predicted: 1.4420772229705818 Movie Vector: [0.25205729920154846, 0.01273228955493863] User Vector: [1.5950367022637384, 0.26786432759064366] Predicted: 0.40545116948026527 Movie Vector: [2.1412031521763755, -0.7074657376208118] User Vector: [2.1334412741100466, -0.32869011804231224] Predicted: 4.800668177917091 Movie Vector: [0.19106781591381178, 0.01715153116886209] User Vector: [1.107693977624979, -0.5144144111018509] Predicted: 0.2028216741999622 Movie Vector: [1.5713243974503968, -0.9193954572948704] User Vector: [0.25985893554687856, -0.34645443019800876] Predicted: 0.7268513146040324 Movie Vector: [1.1762224155042689, -0.3520388694624312] User Vector: [1.7958022549708668, 0.12450832241504986] Predicted: 2.068431097048188 Movie Vector: [1.4531076216816299, 0.08597372477215082] User Vector: [1.676122794505093, 0.3791303003172342] Predicted: 2.4681820516619197 Movie Vector: [-0.4833891424810109, -1.0293731237309927] User Vector: [1.5931393970062173, -1.0874922501090658] Predicted: 0.3493290075564649 Movie Vector: [1.9699932756414236, -0.31909720739275715] User Vector: [2.266403105646562, 0.9804829022460904] Predicted: 4.151929522013493 Movie Vector: [2.024173528952469, -0.10385324240591921] User Vector: [1.882842143377427, -0.6047151061164117] Predicted: 3.874000850322746 Movie Vector: [0.09906487836589425, 0.6662046671437274] User Vector: [2.2473442653068587, -0.0805902387760654] Predicted: 0.16894329309007178 Movie Vector: [2.3821901417040365, 0.5925286452695462] User Vector: [1.3857652097629587, -0.7779487696593715] Predicted: 2.840199290838369
avg loss: 10.759534710086072: 61%|███████████████████████████▋ | 42975/70000 [01:09<00:47, 568.09it/s]
Movie Vector: [2.0327237368701123, -0.29702823783247606] User Vector: [1.6076879705565266, -1.105461554287626] Predicted: 3.5963387966923936 Movie Vector: [0.8830007193031296, 0.36636570143194935] User Vector: [1.7041073633217625, -0.9293169969973062] Predicted: 1.164258154125325 Movie Vector: [1.6690500198788365, -0.6212189107397522] User Vector: [2.1164098978818227, -0.13846494578759097] Predicted: 3.6184110249292285 Movie Vector: [2.2254508781963875, -0.4282810079582259] User Vector: [1.9185169193978333, -0.5294040995967245] Predicted: 4.496298884501039 Movie Vector: [1.8030909011357703, -1.102185094913584] User Vector: [2.222049536283349, -0.20516315087928538] Predicted: 4.232685067670119 Movie Vector: [1.7923018428550768, 0.0028905148486673762] User Vector: [1.8097883146170677, -0.35383794639218297] Predicted: 3.242664157627685 Movie Vector: [1.9260361073441266, 0.1250390530349834] User Vector: [1.4853734283198503, -0.2833229191050112] Predicted: 2.825456426325567 Movie Vector: [2.2764586107993883, 0.047708439679944585] User Vector: [1.3903874566394239, -0.3665983605741008] Predicted: 3.1476696622420612 Movie Vector: [1.8490221924873231, -0.4402677516782302] User Vector: [1.6615193421250214, 1.0123442282194048] Predicted: 2.6264836195535115 Movie Vector: [2.1229417507375214, -1.4028884107811344] User Vector: [0.8149069667175013, 0.7409925886166979] Predicted: 0.6904701075663771 Movie Vector: [2.2433984552353414, 0.3488210669827661] User Vector: [1.9161477939347706, -1.116575055287928] Predicted: 3.909198098763995 Movie Vector: [1.709830356492361, -0.15494004703959335] User Vector: [1.1546318881159916, -0.35843494564550205] Predicted: 2.029760580213762 Movie Vector: [1.8546213403754448, 1.3389077683389883] User Vector: [2.038627800632361, 0.7466236106256516] Predicted: 4.780542776427423 Movie Vector: [2.094307953186874, -0.3094002299104155] User Vector: [1.643465355465434, -0.3631728992994499] Predicted: 3.554288343278833 Movie Vector: [1.733118638598533, -0.21534912611665274] User Vector: [2.2377113004359095, -0.168522400171618] Predicted: 3.9145103141960753 Movie Vector: [0.7950711844811803, 1.1190717736862046] User Vector: [1.7988858917304702, -1.0749273041427292] Predicted: 0.22732153185389503 Movie Vector: [1.7217543689685504, 0.8725777508026198] User Vector: [1.9778645222577318, -0.7578846117735852] Predicted: 2.744083632515833 Movie Vector: [1.9596720922408286, -0.40995775311556965] User Vector: [2.140590957819505, 0.3467301382911634] Predicted: 4.052711652510653 Movie Vector: [3.0192037685676745, -0.32301220135793196] User Vector: [2.1188644779888492, -0.5593129282766941] Predicted: 6.577948517238718 Movie Vector: [1.6565260113931042, 0.10052853717510829] User Vector: [1.8766180060936617, -0.9496657845417239] Predicted: 3.0131980284175826 Movie Vector: [2.4691928044509215, 0.030598158654423946] User Vector: [1.2295489940414603, -0.2832432375411913] Predicted: 3.027326807286965 Movie Vector: [2.240573367087928, -0.236391868715793] User Vector: [2.0281217456081633, -0.07514224640148326] Predicted: 4.561918584467878 Movie Vector: [2.2964951764346706, -0.16195860060423056] User Vector: [2.158987363250103, 0.055950743074595] Predicted: 4.949042361636141 Movie Vector: [1.9192058251998683, 0.2424915077432747] User Vector: [1.9173054405918983, 0.35969132341926197] Predicted: 3.7669258616094816 Movie Vector: [1.8925404861412236, -0.16202092210293523] User Vector: [2.0586784302638086, -0.7111445021959362] Predicted: 4.011352565214138 Movie Vector: [1.2034868151134053, -0.28198271483735293] User Vector: [2.281714266533836, -0.4952275782322111] Predicted: 2.885658652601872 Movie Vector: [1.4743896587944576, -0.6443332401208054] User Vector: [0.8239380313312692, -1.282965005240181] Predicted: 2.041462711670299 Movie Vector: [1.6675500273578132, -0.004093331221494427] User Vector: [2.0048631158346977, 0.41238306172855344] Predicted: 3.341521523197032 Movie Vector: [1.865019344426516, -0.6600972359847677] User Vector: [2.072758111100898, -0.6613755377960712] Predicted: 4.302306137967267 Movie Vector: [0.9076018240972089, 1.252078191466234] User Vector: [1.901152160300467, -0.29675459953332506] Predicted: 1.3539292062820811 Movie Vector: [2.4212708682161894, 0.5320935685943489] User Vector: [2.53161850654313, -0.30928010622911895] Predicted: 5.965168183911166 Movie Vector: [1.9969502328834312, -0.8087709196065714] User Vector: [1.9575944831718728, 0.30310798954242546] Predicted: 3.6640738316190653 Movie Vector: [2.484032704118696, -0.33582814783360104] User Vector: [2.0185888367420266, 0.20115864052005078] Predicted: 4.946685952969535 Movie Vector: [1.2680263545698218, -0.5872436520330799] User Vector: [1.9792354256939255, 0.4124459699606706] Predicted: 2.267516404012088 Movie Vector: [2.2437833800805356, -0.20019769138083535] User Vector: [2.1202047080040614, -0.48606082303325165] Predicted: 4.8545883408299435 Movie Vector: [2.3014459368126596, -0.16183030030630027] User Vector: [1.7968657272860362, -0.5635981889916815] Predicted: 4.226596591236984 Movie Vector: [1.9841285458700053, -0.05776289686117071] User Vector: [1.985406938635413, -0.6099773459352248] Predicted: 3.974536640635808 Movie Vector: [0.013764799467294364, 0.31372601012695506] User Vector: [1.9852270840739012, -0.8879816737223519] Predicted: -0.2512566948534503 Movie Vector: [2.2622962895687193, -0.31008075342315744] User Vector: [2.0940845150664282, -0.5600593235915161] Predicted: 4.911103245499012 Movie Vector: [1.9688841448392655, -0.36211022694745154] User Vector: [2.204665115779128, 0.24045309421345273] Predicted: 4.253659666621899 Movie Vector: [1.4966289429221256, -1.2350734385031223] User Vector: [1.6892042609330118, -0.3135153090825248] Predicted: 2.915326418231647 Movie Vector: [1.6058479294560464, -0.6273787674924345] User Vector: [-0.21339309974376702, -0.4744741574601077] Predicted: -0.0450018552694022 Movie Vector: [1.6337215658145048, -0.306216484170529] User Vector: [1.6611873583525485, -0.3473396141675795] Predicted: 2.8202787276625307 Movie Vector: [1.1831465880419798, 0.4232232164271886] User Vector: [1.673646016477239, -0.04874475318892055] Predicted: 1.959538662756532 Movie Vector: [1.9517177739650058, -0.3776965395732887] User Vector: [1.986621548436834, -0.8561991735931933] Predicted: 4.200708051277709 Movie Vector: [0.8462311678138674, 0.6127059857645956] User Vector: [1.7715243196213013, -0.20255302015290436] Predicted: 1.3750136459214195 Movie Vector: [-0.06722435553454753, -0.4526425229677614] User Vector: [1.7967779940363715, 0.012579141846778778] Predicted: -0.12648109719004746 Movie Vector: [1.3933911299713126, -1.308088783273702] User Vector: [1.7762968795567635, -0.2544643132945751] Predicted: 2.8079382301341944 Movie Vector: [1.6454159709012974, -0.010789326803855557] User Vector: [-0.0377905475376617, 1.0862023066778164] Predicted: -0.07390056212942196 Movie Vector: [2.2704466062842465, 0.7256431772137009] User Vector: [1.5882850052819437, 0.30718863720597617] Predicted: 3.829025638760637 Movie Vector: [1.8811883275870358, -0.37222395760168664] User Vector: [1.994891988458647, -0.8038040612267503] Predicted: 4.051962652291428 Movie Vector: [2.315324512681299, 0.49977062431532265] User Vector: [1.8399157694033206, -0.20051304936448366] Predicted: 4.159791550304123 Movie Vector: [2.0606303959413865, -0.3132377372588198] User Vector: [1.6055094330689168, -0.07541697464942307] Predicted: 3.331984981242524 Movie Vector: [1.7165646518314897, 0.222100527263186] User Vector: [1.1403423132455435, -0.51148367709346] Predicted: 1.8438705115360814 Movie Vector: [1.2251770823890382, -1.4478410600976213] User Vector: [1.901496385818838, -0.397336838329762] Predicted: 2.904950383374025 Movie Vector: [0.154124554705013, 1.1179700139606719] User Vector: [2.137423033610829, 0.4669022325939089] Predicted: 0.8514120687627882 Movie Vector: [1.2148605738041267, -1.5186270408065172] User Vector: [1.711102476932915, -0.4916460144553263] Predicted: 2.8253778690209943 Movie Vector: [1.7475196957057129, 0.34113482904453507] User Vector: [1.618412572974878, 0.11611155653144087] Predicted: 2.8678175430388064 Movie Vector: [0.9430663478581638, 0.8135015263565752] User Vector: [1.2248642276319905, 0.2049089547853236] Predicted: 1.3218219812570031 Movie Vector: [2.028592972337931, -0.07076338271871528] User Vector: [2.0706542531307406, -0.2765385644120172] Predicted: 4.220083470312639 Movie Vector: [2.2429500874869657, -0.17072121434657114] User Vector: [2.2092584696426765, 0.5075315513884953] Predicted: 4.868610074994118 Movie Vector: [1.7473752477808537, -0.17259927701716224] User Vector: [1.8744701330615356, -0.7272362767015412] Predicted: 3.4009231687955497 Movie Vector: [1.786545489578046, 0.4218762553549705] User Vector: [1.6912402686436254, -0.19004048565099566] Predicted: 2.9413041052857496 Movie Vector: [1.7233381207156033, 0.2381749696168922] User Vector: [1.5888012367994366, -0.4905907756281872] Predicted: 2.6211952945369963 Movie Vector: [2.3493061539294233, 0.37794333603286573] User Vector: [2.00922320085856, -0.1476656605082771] Predicted: 4.664471178044794 Movie Vector: [2.0860266845476136, -0.3139690484527951] User Vector: [2.2133256986894776, -0.4429647454103042] Predicted: 4.756133688675849 Movie Vector: [2.254678514331876, -1.0778117580432083] User Vector: [2.064776506453406, -0.4600949373422243] Predicted: 5.151302959281329 Movie Vector: [2.179309800364078, -1.2358501456149609] User Vector: [1.132531358085671, -0.6142482516203223] Predicted: 3.2272554791044525 Movie Vector: [1.8088708669036502, -0.28182649653582453] User Vector: [1.647764267943649, -1.100889984090193] Predicted: 3.290852747095606 Movie Vector: [2.1464497414466277, 0.2180655803538835] User Vector: [1.8191402100575411, -0.48399677878193736] Predicted: 3.79914999507868 Movie Vector: [0.8292365104288226, -0.17522753809304714] User Vector: [0.45987747927848044, -0.23987664706558712] Predicted: 0.4233801904530079 Movie Vector: [2.3297537911035104, -0.5565528581605208] User Vector: [1.7408995852563278, -0.304936845183542] Predicted: 4.225580881426811 Movie Vector: [1.5091968128472892, -0.9999983083606121] User Vector: [2.0210318083740493, 0.3930893845723687] Predicted: 2.657046044254226 Movie Vector: [1.7277202515797991, -0.6895796102861448] User Vector: [2.2014224842489356, 0.005249919475558414] Predicted: 3.799821970894008 Movie Vector: [2.0810302764004565, 0.23547095140605917] User Vector: [1.9326901337594637, -0.43852944924194465] Predicted: 3.9187257366213157 Movie Vector: [1.8056500110439095, -0.4843127738231306] User Vector: [2.1674738065301717, -0.40978905260064563] Predicted: 4.112165175445961 Movie Vector: [2.1677279723268623, -1.2295685379829637] User Vector: [2.0621710731977956, -0.2686667164711998] Predicted: 4.800570060870344 Movie Vector: [1.8664143862700864, -0.24244247014176734] User Vector: [1.6592060112981457, -0.04455759383058384] Predicted: 3.1075686223845267 Movie Vector: [1.930458869297299, -0.46558733546046915] User Vector: [2.033916707785644, -0.4783619254520707] Predicted: 4.149111802213728 Movie Vector: [1.001807285633971, -0.3310199975293019] User Vector: [1.8594682534429807, -0.2670329706333736] Predicted: 1.951222096983555 Movie Vector: [2.0110594614241846, -0.2196152423048073] User Vector: [1.7560079716793975, -0.09076252651299874] Predicted: 3.5513692800344927 Movie Vector: [2.545334108429011, -0.11774493480566162] User Vector: [1.7306182157320085, -0.08582124980015576] Predicted: 4.415106590633898 Movie Vector: [1.8403573427117164, 0.1162610297439663] User Vector: [2.359026244041443, 0.07673661732766558] Predicted: 4.350372748020894 Movie Vector: [-0.12804815332610064, -1.1915523628579259] User Vector: [1.5521606992720782, 0.5924818097704997] Predicted: -0.9047244115895177 Movie Vector: [2.0757468389749176, -0.08591082068461624] User Vector: [2.437865958893568, -0.1901780717799704] Predicted: 5.076730912240715 Movie Vector: [1.5177383925575665, -0.4595776531777305] User Vector: [1.8707814919933567, -0.07650272901861861] Predicted: 2.874515839148512 Movie Vector: [2.088098784913681, 0.2338670992979942] User Vector: [1.2641159631040713, -0.8128397128428002] Predicted: 2.4495025407108386 Movie Vector: [1.8454136859714265, -1.1713471711066217] User Vector: [1.684058310478822, -0.9534577769387083] Predicted: 4.2246143239183 Movie Vector: [1.7867534935624112, -0.33417322425400453] User Vector: [1.7606026321956196, -0.632413555925357] Predicted: 3.357098580896217 Movie Vector: [2.183999276117927, -0.9741556072465533] User Vector: [1.3845392551025977, -0.2619161253860126] Predicted: 3.278979793074003 Movie Vector: [2.108893094573494, -0.3155048224868978] User Vector: [1.7479174821446017, -0.36359586868181587] Predicted: 3.800887357984465 Movie Vector: [0.5822472931585692, -0.9386380451139961] User Vector: [1.940301172884707, -0.4376682514764274] Predicted: 1.5405471777988122 Movie Vector: [2.503906959506789, -0.2934777356505558] User Vector: [2.0446948975393626, -0.14195917080455533] Predicted: 5.161387640019382 Movie Vector: [2.0211069872680003, -0.15126627125919964] User Vector: [2.253343813568698, -0.7617493990911559] Predicted: 4.669475917555273 Movie Vector: [2.2615671363794116, -0.1281327587520416] User Vector: [1.855242134769906, -0.21374693204503442] Predicted: 4.223142626099718 Movie Vector: [2.0046015381539393, -0.3580421195365235] User Vector: [2.0369021318209324, 0.20378791376903357] Predicted: 4.010212489935488 Movie Vector: [2.3537685881716492, -0.1794350585127562] User Vector: [1.5209328479315842, 0.050660926080724394] Predicted: 3.570833615944206 Movie Vector: [2.155400713599145, -0.5260130855897813] User Vector: [1.4996025706033291, 0.042760772073770305] Predicted: 3.209751725132802 Movie Vector: [2.4910176998163274, -0.2973095488790379] User Vector: [1.6820451399299754, -0.21775616162475242] Predicted: 4.254745201633886 Movie Vector: [1.7238395278112735, -0.13411986474929435] User Vector: [1.7585331176223866, 0.2890761606668253] Predicted: 2.9926580435517818 Movie Vector: [1.9857821278794188, 0.2815540706516544] User Vector: [2.0209632687361263, -0.4752378199515428] Predicted: 3.879387597421996 Movie Vector: [0.8861019694959196, 2.2571270841952566] User Vector: [2.0667823579320017, -0.05042235530695587] Predicted: 1.7175702540707207 Movie Vector: [2.392720214524864, -0.5597338859869087] User Vector: [2.259964888281123, 0.004282604823072161] Predicted: 5.405066553266904 Movie Vector: [2.1012651589057154, -0.08046884760535782] User Vector: [1.6970058590727393, 0.27906306681708526] Predicted: 3.5434034027324217 Movie Vector: [0.9367196815660972, 0.7017699491583397] User Vector: [2.352036651450056, -0.13756740322620453] Predicted: 2.1066583536101877 Movie Vector: [1.8549897025460809, -0.8057888883208513] User Vector: [1.922081426694323, -0.7480812508536118] Predicted: 4.168236813472053 Movie Vector: [1.7267141228946405, -0.6310005091027677] User Vector: [-0.7530706174108199, -0.6003602179027905] Predicted: -0.92151006747854 Movie Vector: [2.2406202085262326, -1.0746791403925477] User Vector: [1.70360897317169, -1.0022477246586625] Predicted: 4.894235415911671 Movie Vector: [1.0196974889631236, 0.027603359396949294] User Vector: [1.6811782542096314, -0.20568097708087893] Predicted: 1.70861575838549 Movie Vector: [1.8530364244851163, 0.23007796172756995] User Vector: [1.1153565900204403, -1.1278098118421045] Predicted: 1.8073122048724028 Movie Vector: [1.1474440717322638, 0.5053003865754677] User Vector: [1.6207434328510117, -0.11872806322677198] Predicted: 1.7997191075780474 Movie Vector: [0.8067258370370866, 0.5095773049021037] User Vector: [1.7863215982937108, -0.2028347314576783] Predicted: 1.3377118108041746 Movie Vector: [2.147876737049551, 0.29874519718764225] User Vector: [1.929577433672414, -0.41958398982753153] Predicted: 4.019145780342948 Movie Vector: [1.7369448805550296, -0.2177360869342297] User Vector: [1.374094160113048, -1.4600611192382085] Predicted: 2.7046338115966613 Movie Vector: [0.12802450411350663, 0.13726774176796264] User Vector: [1.7108982866385647, 0.3811878069636031] Predicted: 0.27136169418692624 Movie Vector: [2.286086101570999, 0.14083144236122264] User Vector: [1.549331177807566, -1.343284389924175] Predicted: 3.352727794182166 Movie Vector: [1.6711633279429021, -0.5987345508442037] User Vector: [1.6692527607878334, 0.8310498317279557] Predicted: 2.292015751167284 Movie Vector: [1.9194011037618672, -0.18349031858045334] User Vector: [1.418318670907582, -0.31499600954550866] Predicted: 2.7801211405691544 Movie Vector: [1.1198673549621665, -0.6989156675904082] User Vector: [2.047386805314746, -0.6523957227218672] Predicted: 2.7487712383315452 Movie Vector: [1.034285050854001, -0.5436903737273575] User Vector: [2.330009746363658, 0.07490355598610463] Predicted: 2.3691699066604603 Movie Vector: [2.2512758575206555, 0.16925107251850866] User Vector: [1.8218646694318068, -0.3796433762105962] Predicted: 4.037264897363485 Movie Vector: [1.7798844095104018, -0.9897660980117099] User Vector: [-0.27003360662536846, -0.3573651656976409] Predicted: -0.1269206808584959 Movie Vector: [2.1891440800077135, 0.03198401550771868] User Vector: [1.6980035381575909, -0.78826797020465] Predicted: 3.691962418406578 Movie Vector: [0.3689362968008786, -1.0278214278260116] User Vector: [1.9067485539344013, -0.28265546128231167] Predicted: 0.993988090216994 Movie Vector: [0.6557046729929177, -1.0178177227293677] User Vector:
avg loss: 10.738644016036462: 62%|███████████████████████████▋ | 43113/70000 [01:10<00:42, 627.83it/s]
[2.1407849847563174, -0.9435271228179307] Predicted: 2.3640613458577278 Movie Vector: [1.4493999142921992, -0.25352945672508714] User Vector: [1.7863778448251886, 0.3933332828696314] Predicted: 2.489454321665279 Movie Vector: [2.1412462234202514, -0.5264166971467531] User Vector: [1.8885854838675522, -1.2566620604227607] Predicted: 4.705454426215088 Movie Vector: [0.06939493955388859, 1.4293104263685243] User Vector: [2.264383980156185, -1.1738659782918375] Predicted: -1.520682092502079 Movie Vector: [2.4698241218839856, -1.3430390176277451] User Vector: [1.9663352893326353, -0.5457102598282901] Predicted: 5.589412500574637 Movie Vector: [1.4050434533752216, -0.1447178086878625] User Vector: [-0.2102617683474038, -0.3808688872987192] Predicted: -0.24030841034436196 Movie Vector: [2.463712131206717, -0.6667596470646409] User Vector: [-0.7084896424505747, 1.0154987177576085] Predicted: -2.4226080935864487 Movie Vector: [1.537598553334427, 0.5916667062778912] User Vector: [1.3495876690151416, -0.5601785240545158] Predicted: 1.7436850652207174 Movie Vector: [2.39803906777328, -0.34439768050204617] User Vector: [1.6360097281422403, -0.8869028108585382] Predicted: 4.228662514232661 Movie Vector: [1.2454482036720005, -0.41785259583026446] User Vector: [1.846667085680875, -0.16471683636373297] Predicted: 2.368755562292989 Movie Vector: [1.1751921228470963, -0.17735132276530094] User Vector: [1.3837372197357323, -0.24204791358392594] Predicted: 1.6690845983704647 Movie Vector: [2.142860261275073, -0.49040568692617287] User Vector: [1.611941147683056, -0.40828736347885786] Predicted: 3.65439107383428 Movie Vector: [1.8352895285830995, 0.1723887457451259] User Vector: [2.1966721302527845, 0.21520413977156377] Predicted: 4.068628130117645 Movie Vector: [0.035351070214306, -1.214740497188981] User Vector: [0.723948227665263, 0.4178506776380284] Predicted: -0.48198779527705415 Movie Vector: [2.2603678554959648, 0.11111616998339333] User Vector: [1.6456333283436062, -0.5547380549987478] Predicted: 3.6580963093052263 Movie Vector: [1.7062077197664278, -0.09765461776009747] User Vector: [2.0012818943257575, -0.659024097897692] Predicted: 3.47895936390228 Movie Vector: [1.5422789214013697, 0.32726968301396897] User Vector: [2.1283160307498066, -0.8347231729688578] Predicted: 3.0092773640841237 Movie Vector: [1.8368220069486902, -0.6511000311787957] User Vector: [1.7017364258259002, -0.27795750801512764] Predicted: 3.306765059118251 Movie Vector: [1.4228199575845384, -1.4252186062240257] User Vector: [1.9264879978911842, -0.6289856996037608] Predicted: 3.6374876935707725 Movie Vector: [2.176299171420469, 0.17715333336725] User Vector: [1.6452677712050674, -0.4159143497068431] Predicted: 3.506914273792551 Movie Vector: [1.373698560026904, -0.6129695113769124] User Vector: [1.9018346485903013, -0.045245345610089076] Predicted: 2.6402815355684655 Movie Vector: [1.8557479716795913, -0.45089156846502815] User Vector: [1.4777007197879815, -0.36476850980131675] Predicted: 2.9067111590069854 Movie Vector: [2.18069184023142, -0.43555479471733294] User Vector: [1.7828923710777118, -0.4561054535189357] Predicted: 4.086597762796911 Movie Vector: [1.9648018464037067, -0.49172413548302185] User Vector: [1.5945546105608606, -0.5403022598312834] Predicted: 3.398663504636583 Movie Vector: [2.3193165599260963, -0.19046842820724735] User Vector: [2.177611595169589, 0.2726230353180524] Predicted: 4.998644552733792 Movie Vector: [1.738746721164652, 0.0015973115594862253] User Vector: [1.8769633032536979, -0.5692303937570931] Predicted: 3.2626545509907823 Movie Vector: [1.4707702215427163, -0.5524898472428265] User Vector: [1.5633020884516853, -0.8512649977784714] Predicted: 2.7695734275560686 Movie Vector: [1.3489611137536446, -0.5438473867901455] User Vector: [1.3006860863179497, -0.5643553592573114] Predicted: 2.061498138996433 Movie Vector: [2.0471006091430097, -0.7246466411538278] User Vector: [2.284308772058882, -0.24322068954762327] Predicted: 4.852458934492261 Movie Vector: [1.897698887510399, 0.07726128985525992] User Vector: [1.8334044541255095, -0.15774927118606638] Predicted: 3.467061680785027 Movie Vector: [1.7434678515675088, 0.6655980480161482] User Vector: [2.2748201663008465, -0.6451401646031101] Predicted: 3.5366717937863332 Movie Vector: [0.6579797492468848, -0.2997664890032026] User Vector: [0.9608940441380239, -0.25525246599063733] Predicted: 0.7087649577541848 Movie Vector: [1.3732043252933028, -0.17472186783775862] User Vector: [1.73237935479398, 0.4042197861684848] Predicted: 2.308284786995578 Movie Vector: [1.2686323722128416, -0.2488281115396085] User Vector: [2.0102204341890997, -0.17436771245664112] Predicted: 2.5936183067001135 Movie Vector: [1.7552086235111242, -0.2371424578773683] User Vector: [1.221955400255004, -1.1679920051453885] Predicted: 2.4217671509548637 Movie Vector: [1.9724772707205083, -0.4087428885217107] User Vector: [1.7927618901448663, 0.05846696311475776] Predicted: 3.512284124738067 Movie Vector: [1.9833745504555083, -0.6010914639371673] User Vector: [1.6035682768238968, -1.1506232771973104] Predicted: 3.872106340301023 Movie Vector: [2.13901731728404, -1.1150218296953238] User Vector: [1.7763536455427695, -0.1699417459680179] Predicted: 3.9891399659674964 Movie Vector: [1.9416680044804293, 0.0734781114403119] User Vector: [0.9411286972718363, 1.0561088709514674] Predicted: 1.9049603649039466 Movie Vector: [1.9356034758544618, 0.25640480983637365] User Vector: [1.4276195914186804, 0.6649191562815358] Predicted: 2.9337939131708537 Movie Vector: [1.8162212412913548, -0.08463037545124011] User Vector: [1.769954948646301, -0.13897962344947723] Predicted: 3.2263916715727623 Movie Vector: [-0.5246475714068903, -0.6399170618682052] User Vector: [1.4487399644255716, -0.280527030011613] Predicted: -0.5805638711163357 Movie Vector: [1.2111874458868974, -0.5757184290615514] User Vector: [1.7419501215434243, -0.49183879861793595] Predicted: 2.392988779066389 Movie Vector: [1.8916868167940968, -0.5736268119408551] User Vector: [0.8484034416285038, 0.2375668195887472] Predicted: 1.4686389085077594 Movie Vector: [1.754978942323103, -0.2929055409062149] User Vector: [2.0411561882912435, -0.34559959779299904] Predicted: 3.6834141655721515 Movie Vector: [1.9437185870165996, -0.36485492327468905] User Vector: [1.87384365673435, -0.11447020184942411] Predicted: 3.683989761470719 Movie Vector: [2.166935234923337, 1.106674692703251] User Vector: [1.4098075968379764, -0.7965222473955212] Predicted: 2.1734707426830644 Movie Vector: [2.2834734625632684, -0.029649796693374805] User Vector: [0.6218007402201137, 0.15947398664041726] Predicted: 1.415137118013056 Movie Vector: [0.9548988469811548, -0.18558520571924172] User Vector: [1.9340014565335168, -0.4273984197800538] Predicted: 1.9260945845626893 Movie Vector: [2.1351753009005128, -0.4655440659450411] User Vector: [1.5308021100609983, -0.10679859856649022] Predicted: 3.318250309782508 Movie Vector: [1.3638035282569636, -0.394039407323771] User Vector: [1.5510663682393218, 0.28465188201144825] Predicted: 2.0031857266841144 Movie Vector: [1.3371574485101103, -0.6112860001336802] User Vector: [2.279375997222877, -0.5294142944563608] Predicted: 3.371508139113554 Movie Vector: [1.6244170714833752, 0.0706971434752378] User Vector: [0.9168945766674642, 0.05196328948502894] Predicted: 1.4930928592213197 Movie Vector: [1.9062150153798127, 0.29534466224150413] User Vector: [1.9296845792004251, -0.754338404022679] Predicted: 3.4556038986668525 Movie Vector: [1.7531314333717933, -0.11310664284285275] User Vector: [1.7361385111870262, -0.5757359710022829] Predicted: 3.108798559493221 Movie Vector: [1.761466575749957, -0.7634856972165046] User Vector: [2.2362177221692745, -0.44641023672753033] Predicted: 4.279850604533384 Movie Vector: [1.1772868893344057, 0.6933337043566137] User Vector: [1.4080056530800322, 0.7012779703601566] Predicted: 2.1438462484533445 Movie Vector: [0.6008229594834636, 0.12848517493473638] User Vector: [1.6280888802929683, -0.05657921419255377] Predicted: 0.9709235891265396 Movie Vector: [1.767827874407286, 0.4030859333531318] User Vector: [-0.11289182824901343, -0.882323944752881] Predicted: -0.555225691561938 Movie Vector: [1.6484866784242926, -0.6897685653285337] User Vector: [1.9764607764891975, -0.543564650156562] Predicted: 3.6331030693723734 Movie Vector: [1.69244740193913, -0.8922970176406941] User Vector: [1.942511065746111, -0.6900893022924942] Predicted: 3.9033624328013565 Movie Vector: [0.6370589246162579, -1.4175912530344152] User Vector: [-0.057246776497277455, -1.288605935275021] Predicted: 1.7902469325809989 Movie Vector: [2.3831415844548807, -0.178456670022102] User Vector: [1.6122420152727515, 0.26697659726533124] Predicted: 3.794557236280032 Movie Vector: [2.127941391211123, -1.0622464151356095] User Vector: [1.7550624994055375, -0.1610459687221886] Predicted: 3.9057406395946765 Movie Vector: [2.268937038254582, -0.4402807725564726] User Vector: [1.6048651169154506, 1.7424463575799496] Predicted: 2.874172276718724 Movie Vector: [2.212681280662115, 0.021057288344195856] User Vector: [1.992272982439232, -0.07026298192663177] Predicted: 4.406785586341818 Movie Vector: [0.3541918743780727, 1.6333765206294073] User Vector: [2.151092671474553, -0.7858396896177176] Predicted: -0.5216725527297732 Movie Vector: [-0.03973805746982051, -1.7913380745985785] User Vector: [2.141850246731769, -0.2790220933465685] Predicted: 0.41470993126953065 Movie Vector: [1.5589885911276375, 0.22486050114144887] User Vector: [1.6216127075588687, -0.6834691253317885] Predicted: 2.374390500275061 Movie Vector: [2.4976317785948927, 0.04734628917727091] User Vector: [2.367076874491898, 0.3240444939131529] Predicted: 5.927428728423154 Movie Vector: [1.5759660883685516, -0.4890005106156703] User Vector: [1.1853244424871083, -0.7907197407237853] Predicted: 2.254693482041864 Movie Vector: [1.5128848766884986, -0.7959705027690428] User Vector: [2.2072233225824256, -0.5269899128738947] Predicted: 3.758743210113539 Movie Vector: [0.004257085269401273, -1.2401381619703724] User Vector: [2.013725434483076, -0.7163702046687074] Predicted: 0.8969706297919469 Movie Vector: [2.1043133782681993, -0.9590812628133506] User Vector: [0.1781901633498411, -0.6316278443424288] Predicted: 0.9807503751928774 Movie Vector: [2.132633473411642, 0.09687660120700059] User Vector: [1.495383518641907, -0.3201847972850287] Predicted: 3.1580865325246874 Movie Vector: [1.6095994594477114, -0.9704253161187204] User Vector: [1.6218255359240654, -0.11373117341995556] Predicted: 2.720857115860484 Movie Vector: [1.3762859130010212, -0.9487287482462541] User Vector: [1.975158137719311, -0.08854434979642334] Predicted: 2.802386891039058 Movie Vector: [1.2697139514573608, -0.6339094101138716] User Vector: [2.337290023455607, -0.18601544414525112] Predicted: 3.0856066918538723 Movie Vector: [1.4376754159531542, -1.0454474725767628] User Vector: [2.1392383964941937, 0.030069261009990796] Predicted: 3.0440946185776028 Movie Vector: [1.757608177733248, 0.2803048446802999] User Vector: [1.5309174679264743, -0.32506317994601025] Predicted: 2.599636276896198 Movie Vector: [1.957625185272115, -0.07669614329240398] User Vector: [1.9753748755687368, 0.46892856741269534] Predicted: 3.8310785941669434 Movie Vector: [1.4559576597336652, -0.6882922701842679] User Vector: [1.6327494738743775, -0.5073054820662559] Predicted: 2.7263885448418197 Movie Vector: [1.0080916873654477, -0.16047406502008854] User Vector: [1.6060978055629453, 0.019710489507764686] Predicted: 1.6159308245090456 Movie Vector: [-1.268382275453878, 0.6376030524341736] User Vector: [1.3271581537929615, -0.29359431953570797] Predicted: -1.8705405133083859 Movie Vector: [2.1133532393741246, -0.23907784653826872] User Vector: [2.0214628707220763, -0.9359094382222048] Predicted: 4.495820319160022 Movie Vector: [2.2192981683631614, 0.5102355246323615] User Vector: [1.3134018018907676, -0.5622929791097456] Predicted: 2.6279283600679015 Movie Vector: [1.9880437996161833, 0.1255197597103899] User Vector: [0.3668538098682209, -0.21016693763524064] Predicted: 0.7029413385630469 Movie Vector: [0.8922169426400252, -0.9815398775933997] User Vector: [2.0260311288124497, -0.7341229916714785] Predicted: 2.5282302908262864 Movie Vector: [-0.6938735214952353, -0.22239760503045236] User Vector: [1.2474105753707436, -1.0417229781158004] Predicted: -0.6338684732447513 Movie Vector: [1.282388192516116, -0.8869920312815558] User Vector: [1.242515679852952, -0.6645356599018256] Predicted: 2.1828252716949095 Movie Vector: [1.218205429931261, -0.7976788854822334] User Vector: [1.6406223877931887, 0.37532594657153756] Predicted: 1.699225518522705 Movie Vector: [2.2727635303873464, 0.5524567885590446] User Vector: [1.1612682003788088, 0.9344564836459315] Predicted: 3.1555348428227106 Movie Vector: [1.8529927385331129, -0.2940831850900295] User Vector: [1.6719131202992925, -0.35222509661473583] Predicted: 3.2016263496539326 Movie Vector: [1.7920625181018268, -0.7317710370439927] User Vector: [1.5026947314916785, -0.6019469492096521] Predicted: 3.1334102477239405 Movie Vector: [2.075966082159967, -0.1067492125398106] User Vector: [1.7935719947893711, -0.6474051547800026] Predicted: 3.792504617561707 Movie Vector: [0.012321679573209454, -0.9422520621345694] User Vector: [2.00482280813336, -0.7107914323965344] Predicted: 0.6944474771661001 Movie Vector: [1.2266580838120018, -0.6439937635118661] User Vector: [1.8008214601275259, -0.22678090289565345] Predicted: 2.355037688715953 Movie Vector: [2.3812048333747056, -0.33527161630455443] User Vector: [1.7438497093657914, -0.009807915756879913] Predicted: 4.155751672389286 Movie Vector: [1.7634759449117101, -0.07573902931456014] User Vector: [2.1970747094745784, -0.8201326662333649] Predicted: 3.9366044513819802 Movie Vector: [1.5262344338088893, -0.31114817181236143] User Vector: [1.9145971577765206, -0.34196229190842636] Predicted: 3.028525051027229 Movie Vector: [1.7089510419427951, 0.13561646209671166] User Vector: [1.4310380471313788, -1.0063971878833136] Predicted: 2.309089935620138 Movie Vector: [1.1503992055197858, 0.19181589666366847] User Vector: [0.5022158259936687, -0.9349377271447596] Predicted: 0.39841276876561516 Movie Vector: [2.3980466399480194, -0.17598849157251858] User Vector: [2.28340491753072, -0.7639992706392311] Predicted: 5.610166569327629 Movie Vector: [-0.2817209437024472, -0.36887132635982794] User Vector: [1.8789154946223756, -0.15589637359805344] Predicted: -0.4718241441783648 Movie Vector: [1.7538852456730816, -0.6934266748509209] User Vector: [1.209120769405541, 0.7110000339542832] Predicted: 1.6276326883334522 Movie Vector: [1.7219097786939013, -0.32465586109068323] User Vector: [1.6289917511496954, -0.20092834914487073] Predicted: 2.87020939192552 Movie Vector: [2.4224620423495478, -0.27359443775914544] User Vector: [2.069962745876509, -0.12117735773927146] Predicted: 5.0475596320233 Movie Vector: [2.4180319423572354, -0.27333509598468186] User Vector: [1.8238390823103658, 0.57240140838713] Predicted: 4.253643764842709 Movie Vector: [2.0184672557851617, 0.09449497341962249] User Vector: [2.1608512406347287, -0.4041783765447109] Predicted: 4.3234146488955645 Movie Vector: [0.6513570547823613, 0.37447292021145806] User Vector: [0.4334920965672073, -1.1136613507361832] Predicted: -0.13467788284536825 Movie Vector: [1.8406691657290364, 0.7939291495611704] User Vector: [0.3659133486389332, 1.913130511446154] Predicted: 2.192415498120315 Movie Vector: [1.663465310813001, -0.9760256743805151] User Vector: [1.406884489616744, -0.7659438358807052] Predicted: 3.0878843937513714 Movie Vector: [2.3639825303484203, -0.18144529453054759] User Vector: [0.8056309255833936, 0.3446549075363168] Predicted: 1.841961422778245 Movie Vector: [2.0941174286792306, -0.5787813680774153] User Vector: [1.6981496166136338, -0.57192266831781] Predicted: 3.887142893059032 Movie Vector: [1.9160188972783572, 0.1528992576573689] User Vector: [1.8725255673260173, -0.4740081060953062] Predicted: 3.515318885087978 Movie Vector: [1.9630897196819992, 0.1187958952932599] User Vector: [1.4041408124776555, -0.07918193615476457] Predicted: 2.747047904964256 Movie Vector: [2.00399363411259, -1.0335658982727038] User Vector: [1.4437508598527817, -0.4365922600523586] Predicted: 3.3445144038294785 Movie Vector: [1.8672505195212967, 0.08543193591447897] User Vector: [1.5075720879403054, -0.24919744215539438] Predicted: 2.7937253445140695 Movie Vector: [2.4127917297007877, -0.31892752569621574] User Vector: [1.9400526311744224, -0.3754374524230236] Predicted: 4.800680281436865 Movie Vector: [2.1083304469716926, 0.9608594894737797] User Vector: [1.6447374527662286, -0.8818559162858592] Predicted: 2.6203104234298427 Movie Vector: [2.0159614482770536, -0.5911897167922211] User Vector: [1.867914682506217, -0.006778435789148832] Predicted: 3.769651330137687 Movie Vector: [1.6326754685885594, -0.7377754687059517] User Vector: [1.8965450618729138, -0.23819598486629068] Predicted: 3.2721777519712814 Movie Vector: [-0.4420948028564453, 1.089468002319336] User Vector: [1.7943310995078596, -0.3525015395819331] Predicted: -1.177303601838935 Movie Vector: [0.08583731895499302, -0.3230139110173234] User Vector: [2.0412870543287447, -0.6613137889846941] Predicted: 0.3888321613507456 Movie Vector: [2.3194493836218553, -0.19045179953059063] User Vector: [2.0231181015812245, -0.444718297122532] Predicted: 4.777217433677955
avg loss: 10.716145406434691: 62%|███████████████████████████▊ | 43241/70000 [01:10<00:43, 609.03it/s]
Movie Vector: [1.805624849892602, -0.8559895637020578] User Vector: [1.9154055231950495, -0.6789137709713463] Predicted: 4.039646912907603 Movie Vector: [-0.07187639812881691, 0.4775486676276332] User Vector: [1.553139329330133, -1.0974907285006554] Predicted: -0.6357392959136249 Movie Vector: [1.01169255333198, 0.708629382533852] User Vector: [1.9143151852156592, -0.47067327387512947] Predicted: 1.603165506171693 Movie Vector: [0.6805658195250734, 0.41119329488957324] User Vector: [2.1523247907274214, 0.5749947921705538] Predicted: 1.701232688222495 Movie Vector: [0.7805246880646108, 1.2019017582163054] User Vector: [1.4515339562368017, 0.22523433049212743] Predicted: 1.4036676262360805 Movie Vector: [2.072854007277162, 0.14116978000430744] User Vector: [1.2614874090174668, -1.2893992468525293] Predicted: 2.432855022895649 Movie Vector: [2.273256236937652, 0.2421775450544332] User Vector: [2.0047416115617103, -0.5415523709850735] Predicted: 4.426139548207525 Movie Vector: [1.5199108852277086, -0.2332967407967585] User Vector: [2.034406709583945, -0.41645109478272146] Predicted: 3.1892735859909744 Movie Vector: [2.1858065805800777, 0.004658516942679158] User Vector: [1.6513691651740263, 0.4770458497923566] Predicted: 3.6117959143781087 Movie Vector: [1.0271411475784469, 0.30834451589777817] User Vector: [2.0784386860629684, 0.0615524669209565] Predicted: 2.153829262789213 Movie Vector: [1.9545945583377073, -0.4107802054509755] User Vector: [1.769161130776032, -0.38088490451187845] Predicted: 3.614452698365982 Movie Vector: [2.0459744744709893, 0.27511230730583913] User Vector: [2.1707583162331714, -0.12007421606839477] Predicted: 4.408282210628177 Movie Vector: [1.628437492177949, -0.7165689235362602] User Vector: [2.188012348931769, -0.23670629539081767] Predicted: 3.7326577176312874 Movie Vector: [2.1702384898840776, -0.12586374166620998] User Vector: [2.015831962360773, 0.09623587257433258] Predicted: 4.362723506849184 Movie Vector: [1.027537271937356, -0.6058663880210903] User Vector: [2.105511058221525, -0.7145860146831793] Predicted: 2.5964347364453646 Movie Vector: [1.9284478885068108, -0.46883744882404255] User Vector: [1.0298908010794996, -0.17039905061043562] Predicted: 2.0659801969045843 Movie Vector: [0.6983121371357438, -0.43849518707199636] User Vector: [1.7471522647586317, 0.14439656734374706] Predicted: 1.1567404320952046 Movie Vector: [1.9241225913927904, -0.22743116878941838] User Vector: [1.30833156865346, -0.7170774067165504] Predicted: 2.68047608100052 Movie Vector: [1.0713962143131095, 0.49889398299554255] User Vector: [1.9058396946439808, -0.7861836046509216] Predicted: 1.6496871640391226 Movie Vector: [0.9475146397571876, 1.0799087189497756] User Vector: [2.023433867619549, -0.3942422432422469] Predicted: 1.491487576294409 Movie Vector: [2.1603399753177612, -0.7104140656266626] User Vector: [1.427244890161472, -0.6799258824467054] Predicted: 3.5663631012575956 Movie Vector: [1.7968133960625352, -0.25867012405006024] User Vector: [1.771256064690719, 0.12649139595068654] Predicted: 3.149897079811463 Movie Vector: [1.999089068049676, -1.0508390159303653] User Vector: [1.3018855567847263, 0.5154057479257651] Predicted: 2.060976715464947 Movie Vector: [1.9703655071585038, -0.36648274228528094] User Vector: [1.538145318383681, -0.9978701279101878] Predicted: 3.39641066126163 Movie Vector: [1.3308309430241032, -0.1612760539240669] User Vector: [2.660958440276356, -0.300888659667392] Predicted: 3.5898119661225887 Movie Vector: [1.3235637162095488, -0.5918648191911369] User Vector: [1.7384852462520273, -0.3627905685840935] Predicted: 2.51571896738408 Movie Vector: [1.622972532044107, -0.2580808941976757] User Vector: [2.0389495037062235, -0.21764820533903786] Predicted: 3.365329882194583 Movie Vector: [1.8897806574178548, 0.1185652747124969] User Vector: [1.816103636135314, -0.18093788004560318] Predicted: 3.4105845739812466 Movie Vector: [0.6529360884770494, 0.06502414573059556] User Vector: [1.4398760463716602, -0.3578151017767339] Predicted: 0.9168804122871722 Movie Vector: [1.9130592506742803, -0.30673751071578065] User Vector: [1.7091661902581985, 1.105838865400818] Predicted: 2.9305339303873534 Movie Vector: [1.9969635986028713, 1.044691864583891] User Vector: [1.6674533754357823, -0.08483311273129557] Predicted: 3.241219230395032 Movie Vector: [1.3857774035349544, -0.568862826931239] User Vector: [2.0247215176372637, -0.9406779212280328] Predicted: 3.3409300290942996 Movie Vector: [2.1085294266207417, -0.5345985348320681] User Vector: [1.856412264983659, -0.5692492731088633] Predicted: 4.218619716015925 Movie Vector: [-0.7861319466745026, -2.072046124640224] User Vector: [2.0600472353116492, -0.660297170017441] Predicted: -0.2513027510914281 Movie Vector: [1.593821292548194, -0.7369448478406408] User Vector: [1.5674719059203284, -0.5047990721765598] Predicted: 2.8702791745621705 Movie Vector: [1.6581194022390164, -0.31678762294683516] User Vector: [1.6763801493060908, -0.268969444735087] Predicted: 2.8648446421357265 Movie Vector: [2.0952115401835574, 0.006818206492147198] User Vector: [2.0413896794084865, -0.5187984912355449] Predicted: 4.273605939067215 Movie Vector: [2.1365026031296526, -0.6983502856867656] User Vector: [1.0270476324754132, 0.056757320850126025] Predicted: 2.154653449091366 Movie Vector: [1.1611842666134697, -0.6472231538446931] User Vector: [1.845703288049131, -0.23105656003520758] Predicted: 2.292746774421893 Movie Vector: [2.3193192049543656, -0.3044269169384358] User Vector: [1.4072681665924358, -1.0082834836425463] Predicted: 3.570852717624002 Movie Vector: [1.2542894335604466, -1.4141629240513618] User Vector: [0.13859741037089363, -0.5323850753407382] Predicted: 0.9267205022122158 Movie Vector: [2.201565552005608, -0.7286392657244588] User Vector: [2.216663509402704, -0.39462779065888515] Predicted: 5.167671326309008 Movie Vector: [2.1451903470489717, -0.23981376957661912] User Vector: [1.5659586965062742, -0.2647891967324252] Predicted: 3.4227795750342174 Movie Vector: [1.1962503453560611, -0.881449271961002] User Vector: [1.5999939286638567, 0.17019645998853872] Predicted: 1.7639737439845022 Movie Vector: [1.813330509561443, -0.6472629868667577] User Vector: [1.1775977466421594, -0.39988663887462533] Predicted: 2.394205742263132 Movie Vector: [1.7870044873734234, -0.26753416839324046] User Vector: [1.6419156716157497, 0.12687408334362205] Predicted: 2.9001675206881026 Movie Vector: [-0.5085572923837982, -0.057422934891689315] User Vector: [0.47657108196866826, -0.6527030749246949] Predicted: -0.2048835728993969 Movie Vector: [2.159216362098698, -0.26031184002187846] User Vector: [1.9192432244117148, -0.1565235459369399] Predicted: 4.184806305246432 Movie Vector: [1.9514164946370236, -0.6941539906963914] User Vector: [1.7422268461835926, 0.14748941397294701] Predicted: 3.29742983974731 Movie Vector: [1.9512675123781955, -0.5909549503467594] User Vector: [1.7262639691685973, 0.04163253970722192] Predicted: 3.343799845392228 Movie Vector: [2.218582955235443, -0.007783585997474751] User Vector: [1.634273978977839, 0.2653267788481191] Predicted: 3.623707200144443 Movie Vector: [1.663697408480389, 0.19376444952145144] User Vector: [1.3376634933585607, -0.839250500436392] Predicted: 2.0628503760918013 Movie Vector: [0.42878462173259146, -1.9668491548006102] User Vector: [1.2896727648789976, -0.6971528961495335] Predicted: 1.924186433205974 Movie Vector: [1.1865946159603737, 0.12443360200292296] User Vector: [-1.0335483144242414, -1.0588206986510231] Predicted: -1.3581557386391225 Movie Vector: [1.8284259534356366, -0.4777208375072929] User Vector: [2.0143198782110856, -0.8895385359556528] Predicted: 4.107985838234205 Movie Vector: [0.7834401485835154, -0.5988925587697974] User Vector: [1.7610801898604556, -0.2851515872722804] Predicted: 1.5504760893505258 Movie Vector: [1.722310894689904, 0.022405516175520605] User Vector: [1.9858875969387229, -0.08275131393396343] Predicted: 3.4184617579342222 Movie Vector: [1.5021008685720572, -0.4269228689779081] User Vector: [2.0381695392397328, -0.12330648179437118] Predicted: 3.114178592160337 Movie Vector: [1.1326427380226645, -1.3498312550207408] User Vector: [-0.5970974037857891, 0.5300670088141877] Predicted: -1.3917990540429055 Movie Vector: [1.260205012199758, -0.15329000598665823] User Vector: [2.0222040822778777, 0.15093682937330255] Predicted: 2.525254612699152 Movie Vector: [2.025964612080936, 0.10379529941046797] User Vector: [1.8083566457483882, -1.0003795254319408] Predicted: 3.5598318779413054 Movie Vector: [1.6138963748314226, 0.5599974772118376] User Vector: [1.7681375028078528, -0.19880685164057554] Predicted: 2.7422593706139273 Movie Vector: [2.3960434867446843, -0.28501426642741867] User Vector: [1.9349868444199017, -0.13607447007911228] Predicted: 4.675095790778053 Movie Vector: [-0.14975547790527344, -0.7907390594482422] User Vector: [1.0751571901583827, -0.5199177609433908] Predicted: 0.2501086024433533 Movie Vector: [2.018080202700921, -0.48366743004795837] User Vector: [2.1105461024761034, 0.3258665507757778] Predicted: 4.1016402691423 Movie Vector: [2.175572105947591, -0.6961912034428895] User Vector: [1.7341601155854616, -0.05429394087353404] Predicted: 3.810589338750983 Movie Vector: [0.42918475874499257, 1.6314100439807278] User Vector: [1.660305992854167, 0.8369641197176872] Predicted: 2.0780096983449043 Movie Vector: [2.1333812664689793, 0.6055110074058421] User Vector: [1.7279081590923129, -0.07617335466077141] Predicted: 3.640163092068315 Movie Vector: [1.7462624342988209, 0.19468911265684835] User Vector: [1.8356687902830018, -0.563989953014825] Predicted: 3.0957567467861327 Movie Vector: [2.2928461950659718, -0.03864237119691197] User Vector: [1.6017804190246294, 0.2682049761445564] Predicted: 3.6622720628467627 Movie Vector: [1.9047381992864942, -0.6263748924923775] User Vector: [-0.3169152736935943, -0.79593417973257] Predicted: -0.10508744148052607 Movie Vector: [0.9125086348154049, -1.8394875883793949] User Vector: [2.044657698658912, -0.5529371122456785] Predicted: 2.8828887603983215 Movie Vector: [1.5394288712214708, -0.6893633919090061] User Vector: [1.8770330361998804, 0.3609463167632404] Predicted: 2.6407356709416216 Movie Vector: [0.8438125495359712, -0.8197294647284853] User Vector: [-0.11105798874988226, -0.22877603321481713] Predicted: 0.09382233061651285 Movie Vector: [1.9737182833578761, -0.6530474796524768] User Vector: [0.7657947945334789, -1.676450314673663] Predicted: 2.6062648400312525 Movie Vector: [2.120504847190181, -1.0164749057601288] User Vector: [1.676165758329649, -0.7760617523720451] Predicted: 4.343164911838641 Movie Vector: [1.5478878742132207, 0.15951628137404353] User Vector: [1.488619552679513, -0.2953681991353475] Predicted: 2.2571001181471084 Movie Vector: [1.745527704351734, -0.7028854845268455] User Vector: [1.5443572218863026, -0.37268084573084803] Predicted: 2.9576702730436213 Movie Vector: [1.8962984607123594, -0.29605786077095475] User Vector: [1.5413934771586426, -0.20096901378123655] Predicted: 2.9824405343893265 Movie Vector: [0.9662965943749554, -0.505036325351233] User Vector: [2.2236480412792194, -0.5356314108493014] Predicted: 2.4192168488546777 Movie Vector: [1.7098404006997139, -1.395972189378683] User Vector: [2.18219092346826, 0.24458646838860693] Predicted: 3.3897622952174045 Movie Vector: [2.232596838137937, -0.12063101776668941] User Vector: [1.890524987887334, -0.8837372768199246] Predicted: 4.327386237519174 Movie Vector: [1.8525731166452735, -0.4449381739898899] User Vector: [2.2555945165183098, -0.3068975195095311] Predicted: 4.315204185286911 Movie Vector: [2.0342787741841115, -0.6917675220701917] User Vector: [1.9352916967932072, -0.5427160004889163] Predicted: 4.312356123487238 Movie Vector: [2.1034015359871647, -0.4704938876396879] User Vector: [1.9445403488024746, -1.135629042443011] Predicted: 4.62445567955569 Movie Vector: [2.0924976853244983, -0.40482868820752266] User Vector: [1.6687201967757328, 0.2807291367995366] Predicted: 3.378145941015276 Movie Vector: [1.9379504348452654, 0.11376613371824647] User Vector: [1.6622598206922123, 0.5551977838615955] Predicted: 3.284539847655158 Movie Vector: [1.9204428576959414, -0.5559355004467901] User Vector: [1.9253145119582085, -1.1151497425646337] Predicted: 4.317407833514268 Movie Vector: [0.49234759676538564, -0.03085605383099857] User Vector: [-0.647092569663253, -0.4827961491886416] Predicted: -0.30369728758967696 Movie Vector: [1.9429273330335408, -0.3486822562086662] User Vector: [1.9306973140167192, -0.530516432066995] Predicted: 3.936186249706416 Movie Vector: [1.328653155007924, -0.38822825989981397] User Vector: [1.769858518499409, -0.4307172635851697] Predicted: 2.51874471827237 Movie Vector: [2.2251896317869475, -0.30097704404074554] User Vector: [1.520488440762646, 0.6772212728838273] Predicted: 3.1795470567628565 Movie Vector: [1.7204945252050454, -0.2726735252001756] User Vector: [2.2443786699902715, -0.1693508559824618] Predicted: 3.9076187091016488 Movie Vector: [1.286830700051617, -0.5168895894288521] User Vector: [-0.055444536878173634, 0.6035251985063572] Predicted: -0.3833036242708953 Movie Vector: [2.161652730309772, -0.4156535324557622] User Vector: [1.803922161154652, 0.12554327935118464] Predicted: 3.8472707573878577 Movie Vector: [2.0307876746551123, -1.3479927943156567] User Vector: [1.523610628194349, -0.4731714254754088] Predicted: 3.7319613567275356 Movie Vector: [2.185865997541401, -0.24669164754650985] User Vector: [2.141798083223224, 0.15166853953628193] Predicted: 4.644268241817815 Movie Vector: [0.8955567688514304, -0.18658608594075643] User Vector: [1.727555293332135, -0.5751822082108141] Predicted: 1.654444833441529 Movie Vector: [1.7700594960242968, -0.7232034236638845] User Vector: [1.891443053063446, -0.7039997775663656] Predicted: 3.857101786658749 Movie Vector: [2.2589463221745816, -0.37326288429829035] User Vector: [1.475284306597038, 0.6057680086455639] Predicted: 3.106477344426582 Movie Vector: [-0.4398263249473857, -0.1515556162180079] User Vector: [0.6360523691138777, 0.3580827083362689] Predicted: -0.3340220215003514 Movie Vector: [2.295079253399981, -0.6805745010392908] User Vector: [1.6804105933890918, -0.5530284587111542] Predicted: 4.233052557428727 Movie Vector: [1.6457034853245371, -0.5627813996210284] User Vector: [1.9380787830125834, 0.07318972987384503] Predicted: 3.1483131894210583 Movie Vector: [2.4792874575525006, -0.2541104047773671] User Vector: [1.8187788024477327, 0.1226865691371383] Predicted: 4.478099539226837 Movie Vector: [1.7165620382507496, 0.008325304466202122] User Vector: [1.811861274361051, 0.5639800409701948] Predicted: 3.114867587698744 Movie Vector: [2.3275406938391874, -0.45693379172529375] User Vector: [2.158335615213041, -0.23663267599650276] Predicted: 5.131739441259977 Movie Vector: [2.2805550771213654, -0.23787319769093515] User Vector: [1.5575811791634047, -0.43856655027116875] Predicted: 3.6564728938830706 Movie Vector: [0.8240229968938574, -0.6777916307713222] User Vector: [1.7206846818776333, -0.7655802708959432] Predicted: 1.9367876485670728 Movie Vector: [0.3379083569709763, -0.14608326204197286] User Vector: [1.6963561453403573, -0.034348357001002534] Predicted: 0.5782306379460675 Movie Vector: [1.8697549795061998, 0.8001689519223909] User Vector: [2.152647720769831, -0.3350360375966656] Predicted: 3.756838359972108 Movie Vector: [1.646235046029698, 0.5164908550815264] User Vector: [2.045391945239327, -0.5569971940599912] Predicted: 3.0795119460817815 Movie Vector: [1.7844479190410432, -0.07604760626944078] User Vector: [1.9098180160642384, 0.5050645002566864] Predicted: 3.369561838256731 Movie Vector: [1.6371646104634605, 0.2900556216156993] User Vector: [1.4947308731497475, -0.33839806168132974] Predicted: 2.3489662275533885 Movie Vector: [1.3455468567772289, -0.6469961503962789] User Vector: [1.5685490610365838, -0.23845753337557352] Predicted: 2.2648373649056373 Movie Vector: [1.8193758226918078, -0.23229728484158768] User Vector: [1.6654055248447397, -0.9416182160576805] Predicted: 3.2487339018274586 Movie Vector: [2.063359025631552, -0.20468526653432936] User Vector: [1.390230226955902, -0.47578517672366083] Predicted: 2.965930302206027 Movie Vector: [0.6757587074393762, -0.7563331230486814] User Vector: [1.2250310751633955, -0.6631636800030962] Predicted: 1.3293980731146835 Movie Vector: [2.112542173150052, -0.2985662572305133] User Vector: [2.066158254569883, -0.34977243632143407] Predicted: 4.469276696375868 Movie Vector: [1.3718425044693756, 0.9792702714761056] User Vector: [2.3178158823364425, -0.8154174207210437] Predicted: 2.381164305967479 Movie Vector: [1.8679634753798464, -1.37824928347213] User Vector: [1.868798454657317, -0.9944655829848046] Predicted: 4.86146873333267 Movie Vector: [2.0662697566811272, 0.15662501908805937] User Vector: [0.8137644151874979, -0.5198673813977005] Predicted: 1.6000325616305568 Movie Vector: [1.4916286787862059, -0.42628931575560947] User Vector: [1.2726895887256857, -1.4232641029975508] Predicted: 2.505102570342202 Movie Vector: [1.8641593482164558, -0.2028487392639277] User Vector: [1.9251084863658348, -0.9881398040817829] Predicted: 3.7891518946641964 Movie Vector: [1.7539446198940971, -0.7664617657686578] User Vector: [2.047510479073272, -0.6847331221037282] Predicted: 4.11604174679526 Movie Vector: [0.9232839927097026, -1.8424015701580538]
avg loss: 10.692314307859762: 62%|███████████████████████████▉ | 43364/70000 [01:10<00:44, 593.17it/s]
User Vector: [1.4015258277912335, -0.9184154195337524] Predicted: 2.986096373175214 Movie Vector: [1.0389887770544348, -0.17210037504346776] User Vector: [1.7751233393005783, 0.39878118633722814] Predicted: 1.7757028356917766 Movie Vector: [2.2498271661012015, -0.5600046665028078] User Vector: [2.0873092052467466, -0.21702345495482783] Predicted: 4.817619101532505 Movie Vector: [1.0509585532936359, 0.4777487408365979] User Vector: [2.0722916554597486, -0.07980239620251167] Predicted: 2.139767145922958 Movie Vector: [1.8186376425122166, -0.4733982471071869] User Vector: [1.2222147058764496, -0.21152151864430735] Predicted: 2.322899587490574 Movie Vector: [1.691544656272041, -0.2784654683749708] User Vector: [1.9534551409271688, -0.08317322725984387] Predicted: 3.3275174765876696 Movie Vector: [1.6997288009973701, 0.7784241743043562] User Vector: [1.716595272488921, -0.32100554822528554] Predicted: 2.667867945480962 Movie Vector: [1.3850253327115765, -0.21982477075742374] User Vector: [1.6068601455567357, 0.965431599279219] Predicted: 2.013316227727163 Movie Vector: [0.8104798487094872, -1.2774586891140105] User Vector: [1.7290418391289533, -0.028929120471686404] Predicted: 1.4383093245045893 Movie Vector: [1.0995974787480294, -0.41588291540568145] User Vector: [1.7495622423011068, -0.5735898889072046] Predicted: 2.162360465792995 Movie Vector: [2.190774519817483, 0.0770860714820437] User Vector: [1.7414397672554929, 0.09567543692035524] Predicted: 3.8224771134697404 Movie Vector: [1.745811885566797, -0.6108724320311633] User Vector: [1.9028252783404775, -0.7086502790369386] Predicted: 3.7548699064986115 Movie Vector: [1.113057009499661, -0.5160128053623773] User Vector: [1.869644464082933, 0.4954779618393937] Predicted: 1.8253479029357673 Movie Vector: [2.316892804388451, 0.5879670059192275] User Vector: [1.4567200136238738, -0.4287708869190284] Predicted: 3.1229609829666867 Movie Vector: [2.3587255717884075, 0.23287042758995039] User Vector: [1.8836376808366175, -0.14530416334338042] Predicted: 4.409147323125167 Movie Vector: [1.8038616972471295, -0.2667881454581774] User Vector: [0.5502726051057885, 0.3285246663185783] Predicted: 0.904969188930327 Movie Vector: [1.8254686273066338, 0.009595546966559232] User Vector: [2.135942567873259, 0.3477025680693458] Predicted: 3.9024325437037075 Movie Vector: [1.8756781446654374, -0.2641305477831506] User Vector: [2.0132078386858616, 0.4002411513468267] Predicted: 3.670414029141616 Movie Vector: [0.766385252778907, -0.6228646140301948] User Vector: [1.9877817359799703, 0.29088206031696423] Predicted: 1.3422264659706704 Movie Vector: [2.4009337599774225, 0.04125746555982496] User Vector: [2.251531037725261, -0.17048440293379263] Predicted: 5.398743125729051 Movie Vector: [1.7445319246445907, 0.8638497723458438] User Vector: [0.8447574539646678, -0.8554326526376003] Predicted: 0.734741044784654 Movie Vector: [2.129865120156629, 0.15956207861427169] User Vector: [2.021541603052928, -0.1502045741817163] Predicted: 4.281643995214143 Movie Vector: [2.2774561740155965, -0.6747746896907832] User Vector: [2.425679512264156, 0.5574464955538698] Predicted: 5.148227995332566 Movie Vector: [1.1804205887193036, -0.738718293357234] User Vector: [1.7842949925790872, -0.0714727948197108] Predicted: 2.1590168065998 Movie Vector: [2.1662785756946943, -0.5430731882905959] User Vector: [1.842510988415041, -0.02370843060650498] Predicted: 4.0042674926843995 Movie Vector: [-0.5601759446009881, -0.8630372483622272] User Vector: [1.5720054016294254, 0.2655452393864497] Predicted: -1.1097750434913896 Movie Vector: [2.0018094573397063, -0.2700102043365657] User Vector: [1.9082674090952172, 0.1259307274743] Predicted: 3.785985165202356 Movie Vector: [2.2174724331533304, -0.13256661813305182] User Vector: [2.287906640214554, -0.4966784809922979] Predicted: 5.139212890828839 Movie Vector: [2.329786734273323, 0.033647608977911234] User Vector: [1.3891155091658978, -1.049766738854743] Predicted: 3.2010207448810397 Movie Vector: [2.252416767531228, -0.7542785731335141] User Vector: [1.411322802693468, -0.6035931335022439] Predicted: 3.634164512677194 Movie Vector: [2.450700816425453, 0.04025506926948652] User Vector: [1.6033508034275705, -0.11886064254674161] Predicted: 3.9245483795772182 Movie Vector: [1.7957952127912182, -0.1677580813276366] User Vector: [1.8405651402907797, -0.3119352954111136] Predicted: 3.357607734421117 Movie Vector: [1.0521877323342268, 0.6134364407752738] User Vector: [1.7635597092434427, -0.9285353042682105] Predicted: 1.2859984991203894 Movie Vector: [2.374384817386316, 0.571044810045409] User Vector: [1.2259473945916926, 0.8413733988352646] Predicted: 3.3913327933479698 Movie Vector: [1.7244205261215784, -0.13402435744311184] User Vector: [1.6203053037313822, -0.6533737305072713] Predicted: 2.8816557187394998 Movie Vector: [2.1862346116489872, -1.2319796463940045] User Vector: [2.0778597886305388, -0.5859925642221567] Predicted: 5.264619900117661 Movie Vector: [0.892017149538284, -0.8086245672740892] User Vector: [1.7415283401535617, -0.570551356433477] Predicted: 2.0148349895275843 Movie Vector: [2.161491674411321, -1.2250017081723674] User Vector: [2.1135822314608603, -0.5356031292672664] Predicted: 5.224605144741218 Movie Vector: [2.2111938016875454, 0.7141831506856147] User Vector: [1.6405078386626661, -0.06586436044181451] Predicted: 3.580441548012491 Movie Vector: [-0.7162005223401854, -2.0873680412759335] User Vector: [1.070103674650566, -0.546601339771043] Predicted: 0.3745493572137957 Movie Vector: [2.4401573787192397, -0.25674994242518756] User Vector: [1.7271602607863112, -0.007458055584395712] Predicted: 4.2164577099302605 Movie Vector: [1.8081396439049895, -0.6539958456860722] User Vector: [2.209992544537998, 0.1010445181367022] Predicted: 3.9298924374228634 Movie Vector: [1.9256218780038166, -0.1361984491096648] User Vector: [1.667079999363639, -0.39133411917314753] Predicted: 3.2634648192722913 Movie Vector: [2.0876943705639315, 0.257588987867122] User Vector: [2.391388247558882, -0.6019146329220805] Predicted: 4.837441201184614 Movie Vector: [1.0974307599879465, 0.1577308089138475] User Vector: [1.490210662562213, -0.4315394714802263] Predicted: 1.5673359500429602 Movie Vector: [2.228419329249956, -0.31349048513757394] User Vector: [2.0903358139730104, -0.9706387310791795] Predicted: 4.962430739180228 Movie Vector: [2.0564864060716337, -0.28167887023231236] User Vector: [2.0329546860277445, -1.264840826153477] Predicted: 4.537022610910299 Movie Vector: [1.7830411486646474, -0.7281572719215099] User Vector: [1.9248137488608568, 0.03110276532782022] Predicted: 3.4093744129840475 Movie Vector: [1.889739475780409, 0.2976324703989221] User Vector: [2.077735180409944, -0.7156655631019124] Predicted: 3.7133728811129427 Movie Vector: [1.980602590040919, -1.332407350380651] User Vector: [1.7588469206608488, 0.02203015889330931] Predicted: 3.454223620906873 Movie Vector: [1.6001139374321074, -0.6416033949780159] User Vector: [2.049466624440583, -0.5626312224724941] Predicted: 3.640366212528295 Movie Vector: [1.7600974994003842, -0.20011646928325444] User Vector: [2.0794412658567474, 0.21638757142658618] Predicted: 3.616716655393764 Movie Vector: [2.409822911368058, -0.36927126896149154] User Vector: [1.874018556490122, 0.8170667572561372] Predicted: 4.214333575480566 Movie Vector: [1.1233113352614592, 0.39215734642397426] User Vector: [1.730607584267487, -0.5778631215523846] Predicted: 1.7173978479528615 Movie Vector: [1.629821056586809, -0.7936760667329104] User Vector: [2.1670539727958746, -0.7858248923330916] Predicted: 4.155600605310555 Movie Vector: [0.6950868552560271, 1.5088403676696494] User Vector: [2.215696936383495, 0.09898126567625413] Predicted: 1.6894487450065836 Movie Vector: [1.9165385619661122, 0.2884016582691858] User Vector: [2.1704107612069783, -0.7528528004293565] Predicted: 3.94255192308297 Movie Vector: [1.6890466663391939, 0.14961448798721302] User Vector: [2.4066600365716453, -0.6000303318815717] Predicted: 3.975187880901841 Movie Vector: [1.2910977355802506, -1.288248730066817] User Vector: [1.585885581913132, -0.9086773183406021] Predicted: 3.218135685090214 Movie Vector: [1.7502512749050958, -0.5516920101403057] User Vector: [2.05604181382491, -1.3159331722491934] Predicted: 4.324579622913701 Movie Vector: [1.8008782744163578, -0.47032473760698373] User Vector: [1.7738906507312537, -0.23814025599780161] Predicted: 3.3065643875080366 Movie Vector: [1.803163109861697, 0.1150511408670548] User Vector: [2.131508217555837, 0.35027195548943774] Predicted: 3.8837561743565394 Movie Vector: [1.9373772168100976, -0.5855277775613655] User Vector: [2.0617809550982535, 0.37303219872292986] Predicted: 3.7760267341832523 Movie Vector: [1.5041949851820926, -0.6500826092638408] User Vector: [1.7027768264127756, 0.6525651183286417] Predicted: 2.1370871283367254 Movie Vector: [1.4479838722439986, -0.6382688229147353] User Vector: [2.1347690893865225, -0.4024385933264492] Predicted: 3.347975219654626 Movie Vector: [2.046465108820475, -0.8068779568490073] User Vector: [2.2976367523683088, 0.5906441687189907] Predicted: 4.225455686384573 Movie Vector: [1.389500534804203, -0.5300853759292697] User Vector: [1.7548742968955888, -0.6009012468492707] Predicted: 2.756927737383033 Movie Vector: [2.6780503077914246, -0.23295852254993002] User Vector: [1.5010825243660615, -0.35171971355267756] Predicted: 4.101910621219775 Movie Vector: [2.2898185287704482, -0.1473796412329778] User Vector: [2.0694108099999164, -0.9413336568785656] Predicted: 4.87730863300696 Movie Vector: [2.1514794385480074, -0.28173968053468956] User Vector: [1.7651220434073565, -0.17230179150714678] Predicted: 3.846168034613549 Movie Vector: [2.3456115950208996, -0.2563416840104349] User Vector: [1.951018964044395, -0.33197535316273036] Predicted: 4.66143182524789 Movie Vector: [1.5339648402133501, 0.3020311130320632] User Vector: [1.560804516682509, -0.9022127938484462] Predicted: 2.1217229167193463 Movie Vector: [2.349748626358446, -0.245498818365758] User Vector: [2.015592874963649, -0.5188824388160966] Predicted: 4.863521614843799 Movie Vector: [1.2403735128567568, 0.5100755300917593] User Vector: [1.0499460111827994, -0.6053508955126765] Predicted: 0.9935505432805989 Movie Vector: [1.824307087341732, 0.015622633786874562] User Vector: [1.9362766606018142, -0.5315177145763226] Predicted: 3.5240595283842087 Movie Vector: [0.1548100689835431, 0.39842465184089026] User Vector: [-0.5295857520550388, -0.4901604517940551] Predicted: -0.277277214160562 Movie Vector: [2.320068936024426, -0.20671272858653414] User Vector: [1.1132792669449723, -0.02837824247686165] Predicted: 2.588750788293957 Movie Vector: [2.165924745097315, -0.5430686353906582] User Vector: [1.5909683725888528, -0.39434493214056554] Predicted: 3.6600741310281997 Movie Vector: [2.1051877246100297, 0.2531858944798472] User Vector: [1.7490468191984696, -0.2316519393176553] Predicted: 3.623420890080704 Movie Vector: [1.9032932509720701, -0.14474240601819915] User Vector: [1.7868831983739357, -1.0372901204270615] Predicted: 3.551102599510019 Movie Vector: [0.9800686130760305, -0.9074282344287002] User Vector: [0.8424373825880379, -1.5540234893927085] Predicted: 2.235811228396813 Movie Vector: [2.317220887726298, 0.04314372910872765] User Vector: [1.5789856688178627, -1.1176324955496395] Predicted: 3.6106397395741254 Movie Vector: [1.6809550230247199, 0.28014173611487353] User Vector: [2.0383515931869125, -0.6807307518069073] Predicted: 3.2356762546200106 Movie Vector: [1.7545738161096776, 0.06476362295943416] User Vector: [1.984304078246311, -1.1322262173600675] Predicted: 3.4082809070447326 Movie Vector: [1.5261170949907794, -0.8985425159365698] User Vector: [2.1372271984920377, -0.4874228773764995] Predicted: 3.6996291420608722 Movie Vector: [0.48685799214380987, -1.4715611460937095] User Vector: [1.711227975023339, -0.19892849260320677] Predicted: 1.1258604565860493 Movie Vector: [1.5108026212402181, -0.5416957498731633] User Vector: [1.6655020208246198, -0.6771387563785735] Predicted: 2.883048005147389 Movie Vector: [1.95734115033709, 0.11045023483252042] User Vector: [1.5956239010734503, -0.4199554196068636] Predicted: 3.076796147317695 Movie Vector: [2.3291848168706006, -1.3040078757379139] User Vector: [1.0246349055903141, -1.602719445039322] Predicted: 4.476522843866175 Movie Vector: [2.262131535996986, -0.42723238659883045] User Vector: [2.0688795330809744, -0.3161938696165116] Predicted: 4.8151658975053735 Movie Vector: [2.2558064706323933, -0.06918007140062485] User Vector: [1.7119298619335135, 0.3286339313323533] Predicted: 3.839047540984199 Movie Vector: [1.571614416708549, -0.9574851283189211] User Vector: [1.7730859781591772, 0.11944337076616603] Predicted: 2.6722422341538556 Movie Vector: [1.778887940970044, 0.2027829179437755] User Vector: [1.8160570795599018, -0.11360705998591125] Predicted: 3.207524467819429 Movie Vector: [2.125530780576744, -0.22553190459058592] User Vector: [1.9722706054005994, -0.25750025062927295] Predicted: 4.250196401362677 Movie Vector: [1.9390004994469574, -0.3459934052398412] User Vector: [1.741481185411171, -0.578083618581028] Predicted: 3.5767460079959594 Movie Vector: [1.9171473806480932, -0.5520938451129219] User Vector: [1.349946194387893, -0.38087612895873585] Predicted: 2.7983251771351645 Movie Vector: [2.217929952794136, -0.1502804616896155] User Vector: [2.0406441295767337, -0.4098058979878845] Predicted: 4.587591557534502 Movie Vector: [0.7468201018205695, -0.21543194438822644] User Vector: [1.7856102399404403, 0.3970441131627897] Predicted: 1.2479936358976125 Movie Vector: [2.299927595399898, 0.3714100794322898] User Vector: [1.6054670149860268, -0.6556133055690693] Predicted: 3.4489565013723906 Movie Vector: [2.3594949108376975, 0.45021455932379933] User Vector: [2.103134500970231, -0.5612997563590804] Predicted: 4.709629829388682 Movie Vector: [-0.03946978776796851, -0.7244962530245842] User Vector: [1.3831691367860262, -0.3791443522394261] Predicted: 0.22009527027674866 Movie Vector: [2.172714075089069, -0.015230466003616439] User Vector: [1.7708718617888437, -0.4285883541579515] Predicted: 3.8541258196453545 Movie Vector: [1.5655144509584429, -0.13367468311821407] User Vector: [1.8100053290274223, -0.8099784447731119] Predicted: 2.9418631108418505 Movie Vector: [1.8604559656503237, -0.7375899276503494] User Vector: [0.2616161665397046, 0.18102668521002316] Predicted: 0.35320189810251845 Movie Vector: [2.5783402297362006, 0.005454573277259813] User Vector: [2.4317293116811096, -0.43414057125749833] Predicted: 6.26745746057757 Movie Vector: [2.161360697281076, 0.6042775581074858] User Vector: [2.1578552480432456, -0.49956819676479874] Predicted: 4.362025673493186 Movie Vector: [2.143255390885923, -0.25901014580248805] User Vector: [2.1595494423829233, -0.9726542562918907] Predicted: 4.880393305009463 Movie Vector: [1.8540810355650053, 0.2598205438592079] User Vector: [2.2093570455342566, -0.421159095150514] Predicted: 3.9869012137637365 Movie Vector: [2.2276228157828526, -0.6528319729933575] User Vector: [1.7543747382573782, -0.11459029116892042] Predicted: 3.9828934002448957 Movie Vector: [1.4803952318977853, -0.05711365773855873] User Vector: [1.9948030173390388, -0.5184568992963605] Predicted: 2.982707845342635 Movie Vector: [1.0112512973074659, -0.08540296698293197] User Vector: [2.02052433990641, -0.6837017757877709] Predicted: 2.101648020155443 Movie Vector: [1.7506595561864982, -0.28098243275363294] User Vector: [1.7444009026058882, 0.20751088866620868] Predicted: 2.995545195647052 Movie Vector: [1.1917106462141427, -0.9514303860831838] User Vector: [1.1299006603096502, -0.49590398297569777] Predicted: 1.8183327640381566 Movie Vector: [2.0236300263177243, 0.09300353407240625] User Vector: [1.9858989713092456, -0.30052193238257763] Predicted: 3.9907751857970215 Movie Vector: [0.9831205486028585, -0.912505620502728] User Vector: [1.7838829611172635, 0.02418222686695219] Predicted: 1.7317055774445298 Movie Vector: [2.2296713104921215, 0.29944362892669796] User Vector: [1.108321462270747, 0.030191660610214534] Predicted: 2.4802332676442065 Movie Vector: [1.7185416309278079, -0.07696042007898603] User Vector: [1.7655619017219544, 0.5087587968260935] Predicted: 2.995037339366634 Movie Vector: [1.9319997699808693, 0.6573772388963476] User Vector: [1.6261829731261184, 0.02513784511361487] Predicted: 3.158310177239059 Movie Vector: [2.3182653199856182, -0.3489058495097021] User Vector: [1.1956431706701716, 1.3768478817662628] Predicted: 2.2914278178090126 Movie Vector: [2.1548787366021664, -0.26424526404584786] User Vector: [1.7271432755639968, 0.06622923666820171] Predicted: 3.704283557447329 Movie Vector: [1.4721111250348673, -0.23084269039120656] User Vector: [1.8259852652993924, 0.5074938741138088] Predicted: 2.570901971939491 Movie Vector: [0.16018596323623124, 1.1336725450101008] User Vector: [0.6732899892716094, -0.04358095493623806] Predicted: 0.05844507337224904 Movie Vector: [1.2069241929068575, -0.7928391136562972] User Vector: [1.3219110001203174, -0.9509236003243187] Predicted: 2.349375791350899 Movie Vector: [2.2850597437498834, 0.36794381513240954] User Vector: [2.1602678987697033, -0.03980982053609368] Predicted: 4.92169343394601 Movie Vector: [2.1373349561468, -0.12743455725952837] User Vector: [1.7506095168395985, -0.5680176052975761] Predicted: 3.814023986951248
avg loss: 10.669666609396467: 62%|███████████████████████████▉ | 43500/70000 [01:10<00:43, 612.60it/s]
Movie Vector: [1.5199719650657721, -0.45798595433900596] User Vector: [1.3686594491115445, -0.19427469033729164] Predicted: 2.1692990718299505 Movie Vector: [2.184338676749889, -0.018043864872871636] User Vector: [2.007946052770529, -0.3968753343265041] Predicted: 4.393195388797903 Movie Vector: [1.9650576107950735, -0.487667884082067] User Vector: [2.3415842968972163, 0.9683051407921923] Predicted: 4.12913672478019 Movie Vector: [1.998874132922432, -0.8530613334672216] User Vector: [1.179987480816941, -1.4459656583028115] Predicted: 3.592143845196893 Movie Vector: [2.103775908517379, 0.2719150550696746] User Vector: [2.2293172705220625, -0.30058643265093227] Predicted: 4.608249989778559 Movie Vector: [2.307920191395487, -0.658076747357067] User Vector: [2.030451689929196, -0.12111293644802844] Predicted: 4.765822060121262 Movie Vector: [1.165129543582344, 0.44956473533016] User Vector: [1.860099860041275, 0.17581142708834027] Predicted: 2.2462959186344604 Movie Vector: [2.28568702037806, 0.10258115550661227] User Vector: [1.8845491156255405, -0.8163435198740377] Predicted: 4.223747991291235 Movie Vector: [2.256012431195989, -0.16772041038519375] User Vector: [0.603970078322654, -0.37989154745875325] Predicted: 1.426279571007971 Movie Vector: [2.08426789528347, -0.27517884846208973] User Vector: [1.4431986138535398, 0.06709856068863423] Predicted: 2.989548432708777 Movie Vector: [1.6732610955272758, 0.24152369691359063] User Vector: [1.5935845892309306, 0.006596589530031434] Predicted: 2.6680763282822455 Movie Vector: [1.6856798136923463, -0.26723029568273077] User Vector: [1.050305999270717, -0.6052028585602036] Predicted: 1.9322081600116932 Movie Vector: [1.7209646258219184, -0.9077723147138244] User Vector: [1.7996592163430585, -0.3266737523876138] Predicted: 3.3936952382219534 Movie Vector: [2.141814052152991, -0.657494191386092] User Vector: [1.619586186591785, -1.1168765651375712] Predicted: 4.203192307188365 Movie Vector: [2.15593001823447, 1.1128924914651188] User Vector: [1.7659949634731928, -0.6296900120627995] Predicted: 3.1065842674274733 Movie Vector: [2.0646975451985474, -0.642226947121002] User Vector: [2.1086779867671703, 0.03967345610993638] Predicted: 4.328302900293168 Movie Vector: [1.766176197946894, -0.16273830998512884] User Vector: [-0.5588258544311838, -2.228589283465415] Predicted: -0.6243080692515618 Movie Vector: [0.6643247954180329, 0.1558416469387448] User Vector: [1.4691334221908747, -0.34238988170601303] Predicted: 0.9226231570785203 Movie Vector: [1.6433420551403035, 0.04438386956180592] User Vector: [0.5851267365208888, -0.9211132820567659] Predicted: 0.9206808019493218 Movie Vector: [-0.35641210091913555, -0.6724933682015843] User Vector: [0.6475926414187161, -0.6075196155454237] Predicted: 0.1777430586388566 Movie Vector: [1.0650693965214673, -1.0053287585418997] User Vector: [1.1062705478035721, 0.6806784559240671] Predicted: 0.4939492776782639 Movie Vector: [2.048758969065094, -0.4385821373957011] User Vector: [0.3858823075822735, 0.04710602927626126] Predicted: 0.7699199756585109 Movie Vector: [2.106028450686847, -0.31405973478232896] User Vector: [2.27401510656569, -0.4958480067961012] Predicted: 4.944866405225756 Movie Vector: [1.6803868665080077, -0.6570107774895273] User Vector: [1.7859991861372475, -0.11870391001208375] Predicted: 3.0791593241871076 Movie Vector: [2.1862399341333356, -0.4156336159208066] User Vector: [1.749677851402178, -0.6003475297724751] Predicted: 4.074740205212511 Movie Vector: [1.7222801140025998, -0.9585537435760645] User Vector: [1.5871924906106176, 0.23274298013463166] Predicted: 2.510493408773824 Movie Vector: [1.116746306887633, -1.645823306128144] User Vector: [1.9032894077953937, -0.17121907190959987] Predicted: 2.407287756096306 Movie Vector: [1.5635510826096846, -0.12847260013747594] User Vector: [1.7814751139081488, -0.19780506205992046] Predicted: 2.81083987363649 Movie Vector: [1.7437522381126118, -0.3305271177300117] User Vector: [1.8466135234799916, -0.351441152853571] Predicted: 3.336197295801655 Movie Vector: [2.396801502994223, 0.25867781673745766] User Vector: [1.9819984683808207, -0.4058322391130803] Predicted: 4.645477110371954 Movie Vector: [1.6480263393054078, -0.6320519106665121] User Vector: [2.287968457641851, 0.2558626509059268] Predicted: 3.6089138043204496 Movie Vector: [1.6046409252901954, 0.20561918615051708] User Vector: [1.7396822547531094, -1.0337005641973431] Predicted: 2.579016674244375 Movie Vector: [2.4641450768335456, 1.4965857352453897] User Vector: [1.179597072605891, -0.689628218651952] Predicted: 1.874610564451869 Movie Vector: [2.6139246563170833, -0.39357352384048727] User Vector: [1.433681435302987, 0.5535048626620266] Predicted: 3.529690393781804 Movie Vector: [1.8655035368496244, -1.3338490053652252] User Vector: [2.115196777307469, 0.06332300984864107] Predicted: 3.861443735496669 Movie Vector: [1.0408701739121926, -1.5873859250949625] User Vector: [1.7243878314969003, 0.5345502509313651] Predicted: 0.9463263174778179 Movie Vector: [1.930174297312112, 0.017532032254056] User Vector: [1.9302850553501427, -0.25807112349299133] Predicted: 3.7212620890616135 Movie Vector: [1.2152270578759907, -0.28453083932272316] User Vector: [1.1604723659784346, 0.03719549825415411] Predicted: 1.3996541527170816 Movie Vector: [1.6054341521631055, 0.40195471864690635] User Vector: [1.941302910901061, -0.8886344111311751] Predicted: 2.759443198148023 Movie Vector: [0.9079041743586095, 0.014512673545763861] User Vector: [1.7810736239545524, -0.6063996447963844] Predicted: 1.6082436979451573 Movie Vector: [2.050937631415565, -0.5649816128277088] User Vector: [1.7591026535855474, 0.2890318490675629] Predicted: 3.444512149516811 Movie Vector: [1.2933427591096136, 0.3162280132546884] User Vector: [1.4800482911088517, 0.17470790835140154] Predicted: 1.9694572751960366 Movie Vector: [1.6829068742725113, -0.8758329683335861] User Vector: [0.21591868242117201, 0.39059412239441366] Predicted: 0.021275825300102247 Movie Vector: [2.119577068311346, -0.13449413369370236] User Vector: [2.1171047771081, 0.45427933093462375] Predicted: 4.426268831701726 Movie Vector: [1.8786918562365187, -1.3334541843786472] User Vector: [1.0477849180778742, 0.17091492829431393] Predicted: 1.7405577663735208 Movie Vector: [1.534865009563043, -0.5723742280262569] User Vector: [1.4919361537902247, -0.5975537902198361] Predicted: 2.6319449883359254 Movie Vector: [1.7994609119664786, -0.5348606498278144] User Vector: [2.027864958452023, -0.49687967773589636] Predicted: 3.9148251148009994 Movie Vector: [2.4784721397382055, -0.13246578730826575] User Vector: [-0.5549264491782061, -1.0756927754587562] Predicted: -1.2328772534890753 Movie Vector: [1.9350889523154378, 0.10640226937506553] User Vector: [1.7258657626351157, 0.2166548512082] Predicted: 3.3627563382943397 Movie Vector: [1.5199600042454338, -0.08985025949714681] User Vector: [1.3059087326867675, -1.4327577298971623] Predicted: 2.1136626967065313 Movie Vector: [1.9561356949224895, 0.8223096728129797] User Vector: [1.4792581147919839, 0.04772571892029012] Predicted: 2.932874920658457 Movie Vector: [1.7883077793619617, -0.9263520210534074] User Vector: [2.2266460409556412, 0.07747450399269055] Predicted: 3.9101597735727474 Movie Vector: [1.9834027511249779, -0.09985065751596738] User Vector: [1.4720599048551724, -0.45991964162964716] Predicted: 2.9656109437317504 Movie Vector: [1.7973096866641378, -0.9260388063392605] User Vector: [1.9594899750746393, 0.05274557186708396] Predicted: 3.472965866711443 Movie Vector: [0.8089793115556428, -0.5742482553134012] User Vector: [1.6313114280061283, -0.9540029253251213] Predicted: 1.867531711393082 Movie Vector: [2.27565080596942, -0.7642152835997913] User Vector: [2.1112626161033305, -0.18236659282615664] Predicted: 4.943863811404419 Movie Vector: [2.2142866134247714, -0.3843401121578104] User Vector: [1.7443535583878444, -0.2000227235857966] Predicted: 3.939375489435145 Movie Vector: [1.7729579741881307, -0.2740911299834523] User Vector: [1.624089090208543, -1.097201333607713] Predicted: 3.1801748566250714 Movie Vector: [1.3838461490151062, -0.18311467840328438] User Vector: [1.9635257777583506, 0.5494871940488089] Predicted: 2.616598415217814 Movie Vector: [1.9484715596665527, -0.3502056971491817] User Vector: [1.8116665787019046, -0.30923567397836516] Predicted: 3.638276898988058 Movie Vector: [1.8808447893909126, -0.8899788930237095] User Vector: [1.840705647478737, -0.6176531381102901] Predicted: 4.011779881990825 Movie Vector: [2.1918708165379295, -0.020235522919363702] User Vector: [1.5663899738566225, 0.04719558879516022] Predicted: 3.4323694435951837 Movie Vector: [1.98580092036104, 0.48851975869533526] User Vector: [1.4108871482469132, 0.18839465725886223] Predicted: 2.893775510017873 Movie Vector: [1.6059225079726045, 0.2817377625632687] User Vector: [1.6060301964835133, 0.9655633249310555] Predicted: 2.8511956917957644 Movie Vector: [1.8686121208833524, -0.11498467350925562] User Vector: [1.1822732196248824, 1.2105344920468932] Predicted: 2.0700171550471365 Movie Vector: [1.9365905994247437, -0.5837695636186019] User Vector: [1.5431172403583866, -0.4809603835444622] Predicted: 3.2691563747078902 Movie Vector: [0.7687133582018593, -0.8124784484095019] User Vector: [0.5394595692658086, -0.5121175964432512] Predicted: 0.8307742872658644 Movie Vector: [1.5791325636449556, -0.6500961058951745] User Vector: [1.465268138910146, 0.38446119651623306] Predicted: 2.063915905901449 Movie Vector: [2.093766012330811, -1.1938426690576789] User Vector: [2.1268282513742327, 0.05500641874687105] Predicted: 4.38741169702027 Movie Vector: [1.362334946602865, 1.4093852168567271] User Vector: [2.0447824880647887, 0.28338200090527343] Predicted: 3.1850730444913893 Movie Vector: [0.7603443115778163, -0.8942067276771731] User Vector: [1.9080581903082656, -0.20031425893168225] Predicted: 1.62990354914673 Movie Vector: [1.664641042125227, 0.1363504074021191] User Vector: [2.103170899331014, -0.8481073040806381] Predicted: 3.385384821197722 Movie Vector: [2.152357161403921, 0.21925857437787605] User Vector: [2.1009817858397066, -0.35634128765746664] Predicted: 4.44393231000754 Movie Vector: [1.921308753894987, -0.6139086834809502] User Vector: [1.6251305266590095, 0.21162815323600623] Predicted: 2.992457146151304 Movie Vector: [-0.14674008578721434, -1.136862340916098] User Vector: [1.473505427869704, 0.05817107007906952] Predicted: -0.28235481179721167 Movie Vector: [1.7727293350759115, -0.5992996377201512] User Vector: [2.0802219994730944, -0.5049277690411551] Predicted: 3.9902735909974303 Movie Vector: [1.6164144798720281, 0.40148445116443165] User Vector: [2.121933662288059, -1.0589932443588097] Predicted: 3.004754975552063 Movie Vector: [1.7909103736889087, 0.09474445578756274] User Vector: [1.9349128893591188, -0.28078038180336606] Predicted: 3.4386531812678416 Movie Vector: [2.0363754282678372, -1.070762501954739] User Vector: [1.7976971896487337, 0.7850315185346333] Predicted: 2.8202040715673555 Movie Vector: [2.2176203843946154, -0.4448824977620677] User Vector: [1.7167820454738443, -0.38754349504700186] Predicted: 3.9795821776734326 Movie Vector: [0.9605504922154737, -1.7772184760317042] User Vector: [1.8956756626203237, -0.3046684841013442] Predicted: 2.3623546498203267 Movie Vector: [1.5825714361107235, -0.08733969427154382] User Vector: [1.9813185911182445, -0.3555645613534737] Predicted: 3.1666331082212835 Movie Vector: [2.17405075525297, -0.4147906966070964] User Vector: [1.892352129045042, 0.1069619049732079] Predicted: 4.069702772280681 Movie Vector: [0.8889611886595002, -0.2953557929443925] User Vector: [1.6563412593613003, -0.5458910254516949] Predicted: 1.633655171431108 Movie Vector: [0.7540426632924415, -1.4760827746418859] User Vector: [1.7641525265906899, 0.029834926670752503] Predicted: 1.286207448263132 Movie Vector: [1.9152122852926743, -0.5386237433142099] User Vector: [1.8729548836368701, -1.2582228320288529] Predicted: 4.264814894651032 Movie Vector: [1.0818629156430046, -1.6426852117061912] User Vector: [1.5257311683949195, -1.1270335717412912] Predicted: 3.5019933517229633 Movie Vector: [1.5000408528731821, 0.4678734003170175] User Vector: [2.088968117619069, -0.36228797267397506] Predicted: 2.9640326111092627 Movie Vector: [2.408808428257715, 0.22900702666568815] User Vector: [1.9053027804277884, 0.045473134288251116] Predicted: 4.599923063153837 Movie Vector: [1.7660880151041423, -0.714163596448772] User Vector: [1.8910679124938656, -0.559477963321365] Predicted: 3.7393511704228453 Movie Vector: [1.29961626559836, -0.6741053838367774] User Vector: [1.4520653147498204, 1.4725427281271064] Predicted: 0.8944787207998904 Movie Vector: [1.6416201416560234, -0.24184241873818066] User Vector: [2.5156670562584007, 0.2511771109689138] Predicted: 4.069024429205917 Movie Vector: [2.1720659719858557, -1.0343480969017478] User Vector: [2.027344512499028, -0.1391358581566534] Predicted: 4.547440939186518 Movie Vector: [2.229534950190592, 0.2289969384978644] User Vector: [2.0200992945179492, 0.48396046007403604] Predicted: 4.6147074436940985 Movie Vector: [1.753251597125883, -0.8071000911683943] User Vector: [1.488801044692444, -0.35065137090385984] Predicted: 2.8932535628345386 Movie Vector: [2.1149970037221637, -0.06785682020606137] User Vector: [2.0579842459416575, -0.36072140610103054] Predicted: 4.377107921472297 Movie Vector: [1.0355656578822119, 0.8289758430259702] User Vector: [0.6023277477575298, -0.6929273239846052] Predicted: 0.04932991781136975 Movie Vector: [1.263056276220781, 0.18752840558640466] User Vector: [2.261609561957956, -0.739129160378117] Predicted: 2.717932438623802 Movie Vector: [1.7571463544679846, 0.3418254850316112] User Vector: [1.5609618944340422, -0.4213705848026582] Predicted: 2.5988032977399937 Movie Vector: [1.2876016826501726, -0.09953786493571208] User Vector: [2.0614050221339544, -0.6871542623890882] Predicted: 2.7226664432828795 Movie Vector: [1.9795820648707203, -0.5901891619897841] User Vector: [1.9138242022717413, -0.0024439125506861455] Predicted: 3.790014436832919 Movie Vector: [2.395348816290173, 0.724927571626666] User Vector: [1.5752019513403572, 1.4086722827729803] Predicted: 4.794343506729504 Movie Vector: [2.1080566099323788, 0.21038663728807658] User Vector: [1.733529307628548, -0.5081811251940945] Predicted: 3.547463397395004 Movie Vector: [2.0413415006421274, -0.8325938796858166] User Vector: [2.157787791183223, 0.5594862526651257] Predicted: 3.9389569379838854 Movie Vector: [2.0073579875707512, -0.25111270470420277] User Vector: [1.3532171091244365, -0.11001444917680814] Predicted: 2.74401719880767 Movie Vector: [1.791091193629478, -0.7336697473465313] User Vector: [1.5033290093763139, -1.4444279469035368] Predicted: 3.7523324366866295 Movie Vector: [2.17423627318445, -0.12276559418651276] User Vector: [0.9641910069495586, 0.587529295675425] Predicted: 2.0242506785023933 Movie Vector: [1.3086116646852086, -0.3327489898006621] User Vector: [2.076639038943412, -1.227363740955564] Predicted: 3.125918114622956 Movie Vector: [1.6601357114503361, -0.10810207657419649] User Vector: [1.735639966365727, -0.049161968365889944] Predicted: 2.886712401253031 Movie Vector: [1.8798164316662809, -1.1092692086290927] User Vector: [1.3773153135445315, -0.28616088996058975] Predicted: 2.9065294219337865 Movie Vector: [1.7118491732318897, -0.8234767213643492] User Vector: [1.6675627340226524, -0.9893040311162486] Predicted: 3.6692847275251297 Movie Vector: [1.870433034140415, 0.9495456773765155] User Vector: [1.5695285186671646, 0.13771123395140739] Predicted: 3.0664610962652805 Movie Vector: [1.895577227663868, -1.0582059349876423] User Vector: [2.0012250824700493, -0.4782215918463684] Predicted: 4.299533620491037 Movie Vector: [1.9845798181341692, 0.1126150562570249] User Vector: [1.901484230578611, -0.11965860695939187] Predicted: 3.7601718677523213 Movie Vector: [1.7274456692320075, 0.3008711291156849] User Vector: [1.7151158652498388, -0.36952667925651767] Predicted: 2.8515895644306632 Movie Vector: [2.179158332806621, -0.6074224373500305] User Vector: [1.8111607936395238, -0.532589156650983] Predicted: 4.2703127391513584 Movie Vector: [1.5779104103101496, -0.4099797647948808] User Vector: [1.983257599568689, -1.2580337696486081] Predicted: 3.645171201670706 Movie Vector: [1.22567446429651, 0.08676054206068601] User Vector: [1.9352049699953673, -0.16591367634354393] Predicted: 2.357536554408169 Movie Vector: [1.4087432724835778, -1.310288062260759] User Vector: [2.027617894492719, 0.41245717853425773] Predicted: 2.3159553508067416 Movie Vector: [2.2146546521356534, 0.012992118599005356] User Vector: [1.803020022460992, -0.6009072114651586] Predicted: 3.9852596228786132 Movie Vector: [1.0009390010025598, -0.19572257484900699] User Vector: [2.0522817686401176, -0.10570016089478954] Predicted: 2.0748967709306885
avg loss: 10.64983888314271: 62%|████████████████████████████▋ | 43633/70000 [01:10<00:41, 634.97it/s]
Movie Vector: [1.9820604051470816, -0.06592432884506354] User Vector: [0.4820449833969261, 0.55560992165889] Predicted: 0.9188140639058089 Movie Vector: [1.089564900334692, -0.3436226200832724] User Vector: [1.4291665688298072, -0.35377589345624877] Predicted: 1.6787351295604596 Movie Vector: [1.954386260385087, 0.014294992991437857] User Vector: [1.599643926938911, -0.8801818953119491] Predicted: 3.113739918293179 Movie Vector: [1.4932202700397674, 0.09504699820318885] User Vector: [1.0826145433615604, -0.7485300549113634] Predicted: 1.5454364460031356 Movie Vector: [0.11857618439896588, 0.40545727678516075] User Vector: [1.8314179524477034, -0.31659651476277795] Predicted: 0.0887961921256265 Movie Vector: [1.4067942866619452, -0.3284509853974127] User Vector: [0.7398303149760062, -0.5828557841352829] Predicted: 1.232228616851368 Movie Vector: [1.956859897363635, 0.1425608326770865] User Vector: [1.9310641217527267, -0.33069541743449665] Predicted: 3.73167772502368 Movie Vector: [1.3966912720821414, 0.03034428543851562] User Vector: [1.8669885242607014, 0.06223449659982225] Predicted: 2.609495038241386 Movie Vector: [0.3176533880549837, 0.46297787144344016] User Vector: [0.9150461385630028, -0.6237642598520297] Predicted: 0.001878456832382358 Movie Vector: [-0.9775032854511498, 0.5732547161842593] User Vector: [0.3694011933293513, -0.7187759459467218] Predicted: -0.7731325810227767 Movie Vector: [1.437197214453097, -0.5345842316496422] User Vector: [1.226380854674965, 0.5673052371559036] Predicted: 1.4592787138816612 Movie Vector: [1.3840624535084993, -0.2204032865738188] User Vector: [1.564382359352293, -0.46456744086245394] Predicted: 2.2675950773118223 Movie Vector: [1.5789432113075916, -1.0796645144565313] User Vector: [0.9795927977836223, -0.5939927167595036] Predicted: 2.188034256037126 Movie Vector: [1.3142390180414387, -0.7757092368730879] User Vector: [1.9974469186771668, 0.6799995501410652] Predicted: 2.097640744878208 Movie Vector: [1.3468953660615024, -1.3202195366708467] User Vector: [2.0896976273671175, -0.4683618165625494] Predicted: 3.4329444712270116 Movie Vector: [1.778547560206078, -1.0302400083384329] User Vector: [1.7269131167387806, -0.9494714844236362] Predicted: 4.0495806204933436 Movie Vector: [1.6454305853977516, 0.04109608105371023] User Vector: [0.6836818467089916, -0.6645508681600565] Predicted: 1.0976405849139725 Movie Vector: [1.9413834587550907, 0.28664274730769934] User Vector: [2.109648463620746, -0.7512475852819901] Predicted: 3.8802969593079024 Movie Vector: [1.7432527687283004, -0.7628861725276708] User Vector: [1.6394860529002657, 0.7578237064952043] Predicted: 2.2799053741109616 Movie Vector: [1.4438715886266504, -1.28991659857412] User Vector: [1.5511085650781284, -0.16648063289514403] Predicted: 2.4543477197043324 Movie Vector: [1.953488089657186, 0.27686501236089245] User Vector: [2.1426095051517406, -0.08301871915448185] Predicted: 4.162577170395311 Movie Vector: [1.6727332941079476, -0.154042139623371] User Vector: [1.9692968174833352, -0.39655606992561937] Predicted: 3.3551946980771747 Movie Vector: [1.6853537128354228, 0.47578479702989057] User Vector: [1.6997967485045604, -0.12609838730911138] Predicted: 2.804763065546078 Movie Vector: [0.8764151130965192, 0.309670531343372] User Vector: [1.5616207918592617, -0.7351880936864358] Predicted: 1.1409619753020113 Movie Vector: [2.090970491157777, -0.7482629716906162] User Vector: [1.9243466371665345, -0.6572304152113205] Predicted: 4.515533216645406 Movie Vector: [1.9059580914530396, -0.3639432858244242] User Vector: [0.8951800597319415, -0.5362721874904113] Predicted: 1.901348340165021 Movie Vector: [0.9027725647839769, -0.2062215124253297] User Vector: [1.497222945957597, -0.35452834856642634] Predicted: 1.4247631712145843 Movie Vector: [1.4294993447843003, 0.031437915025680725] User Vector: [2.625636139597674, -0.2966081450769869] Predicted: 3.7440203995359993 Movie Vector: [2.3689824954863874, -0.335202874336874] User Vector: [0.05670619956314686, -0.953681561202528] Predicted: 0.4540127946678175 Movie Vector: [1.7228098762507105, 0.11289372439677232] User Vector: [1.1113254670937884, -0.23806064815409245] Predicted: 1.8877269372356875 Movie Vector: [2.0265425575123324, -0.8041889338576028] User Vector: [1.1148987302356075, -0.6056788358772609] Predicted: 2.7464699414231686 Movie Vector: [2.2645597651435376, 0.23738792482444515] User Vector: [0.7671744102032454, 0.500933191459091] Predicted: 1.8562277929901534 Movie Vector: [2.061532794218985, -0.05202981448091418] User Vector: [1.9520679237359921, -1.1334160961427096] Predicted: 4.0832234705367 Movie Vector: [1.7539642094830192, -0.010083815262946206] User Vector: [2.510568021062117, 0.25192829753991697] Predicted: 4.400906056003663 Movie Vector: [1.589539162420678, -0.1982060581275091] User Vector: [1.119757559629176, -0.48842808708760804] Predicted: 1.8767078992675774 Movie Vector: [2.048897565200413, 0.011112857600575995] User Vector: [1.728348777325022, -0.787824617659251] Predicted: 3.5324546188880723 Movie Vector: [2.3533216003610247, -1.3417622915105443] User Vector: [-0.32429777632762286, -0.4647619691431364] Predicted: -0.13957687725639556 Movie Vector: [2.2830508529830604, 0.08215577223140623] User Vector: [1.1386171916705912, 0.042312625172167245] Predicted: 2.6029971770608773 Movie Vector: [2.644266993124669, -0.3818591844105577] User Vector: [1.8839626730121457, -0.45374579660849684] Predicted: 5.154967312347581 Movie Vector: [2.3584934027927393, 0.40888278878924655] User Vector: [1.6911571995210517, -0.5691038543941027] Predicted: 3.755886327060475 Movie Vector: [2.0542221901888342, -0.04778510753217225] User Vector: [1.5449448631254301, 0.19553052969012635] Predicted: 3.164316573063444 Movie Vector: [2.3753364768512464, -0.26139951703266956] User Vector: [1.9474770901528131, 0.500785620758071] Predicted: 4.495008250669034 Movie Vector: [1.22821796211407, 0.4555276758867832] User Vector: [1.547715785885998, -0.4619133933094814] Predicted: 1.6905179939574313 Movie Vector: [1.7071964522283714, 0.005410068259460289] User Vector: [1.2924609164895475, -0.809117116276253] Predicted: 2.202107312445833 Movie Vector: [2.045470803599235, -0.16005242991368696] User Vector: [2.003461126764521, -0.9319505123218979] Predicted: 4.247182184999279 Movie Vector: [1.2758943392766315, -0.3978450508810244] User Vector: [0.4414998749785597, 0.2731952047845646] Predicted: 0.4546178311285179 Movie Vector: [1.002501744209362, -0.11586616910483938] User Vector: [1.1570946332033718, -0.799936138059439] Predicted: 1.2526749238471393 Movie Vector: [0.08133286027876553, -1.524994422912709] User Vector: [2.161935742931467, -0.5033773880493059] Predicted: 0.9434841271070722 Movie Vector: [1.0798018463717927, -2.3431815998201815] User Vector: [1.7851342916070316, -0.42868833208646284] Predicted: 2.932085915901478 Movie Vector: [2.26671213681807, 0.11080064053150673] User Vector: [1.4332195364105058, -1.1114431920289292] Predicted: 3.125547500315273 Movie Vector: [-0.10881425527252123, -0.5785856563310778] User Vector: [2.4085459337887856, -0.599863280519308] Predicted: 0.08498815779329139 Movie Vector: [1.7417271942182702, -0.2159974378335245] User Vector: [1.1456958158690091, -0.7986186966639628] Predicted: 2.167989151086506 Movie Vector: [1.5294492433894296, 0.33731573407110793] User Vector: [1.8615353110466888, -0.81737637461104] Predicted: 2.571409861208761 Movie Vector: [1.7767784063049028, 0.4690025117849789] User Vector: [1.8420949824062043, -0.023604140367889416] Predicted: 3.261924185980888 Movie Vector: [2.04589826893226, -0.30240085242797876] User Vector: [1.9663719476842687, -0.5063429889094508] Predicted: 4.17611551531135 Movie Vector: [1.536847719290093, -0.8016917980297553] User Vector: [2.091735534693396, -0.5232217533985132] Predicted: 3.6341415741019243 Movie Vector: [1.3293643392888757, -0.19836126038976845] User Vector: [0.9650411145395443, -0.7929350188436483] Predicted: 1.4401788333614722 Movie Vector: [2.0181827854676686, -0.02080816053908361] User Vector: [1.816785657356702, -0.8825656622273349] Predicted: 3.6849701065477674 Movie Vector: [1.4125461659437548, 0.092659026363453] User Vector: [1.670996244403174, -0.5507601184816818] Predicted: 2.3093264419997843 Movie Vector: [2.1103156853730396, -0.3188301364857385] User Vector: [2.2942854995113686, -0.8322142500232236] Predicted: 5.107001659263041 Movie Vector: [2.038794845288407, 0.15120740543550135] User Vector: [1.9509161611285482, -0.09843430038097847] Predicted: 3.962633817732265 Movie Vector: [1.6111131908882732, 0.06963658045002506] User Vector: [1.0066885707700006, 0.031277230783633536] Predicted: 1.6240672748817293 Movie Vector: [2.0411919598843986, -0.1476699957094612] User Vector: [1.7609037005960593, -1.3469322443422418] Predicted: 3.7932439545303143 Movie Vector: [2.375479292121173, -0.4444656217121026] User Vector: [1.7692803976894016, -1.11964724045411] Predicted: 4.700533653493762 Movie Vector: [1.1289815269391696, -0.35252432230588393] User Vector: [1.7202196538648042, -0.5754259777105994] Predicted: 2.1449478643206863 Movie Vector: [1.691512047103715, 0.05207554247010149] User Vector: [1.7392501877112214, 0.1414341398127006] Predicted: 2.9493279049954673 Movie Vector: [1.74463141176239, -0.1102878768496462] User Vector: [1.8563325823037786, -0.14447027804074147] Predicted: 3.254549453998156 Movie Vector: [1.971291637319897, -0.009850687379915138] User Vector: [0.41821591352497156, 0.42322840504083237] Predicted: 0.8202564422175203 Movie Vector: [2.3428904447978898, -0.30540028426815546] User Vector: [1.344560739797796, 1.2005481619181515] Predicted: 2.783510759795223 Movie Vector: [1.9439328428054323, -0.6701253239142695] User Vector: [1.7758041442385903, 0.985132054627347] Predicted: 2.7918820611699102 Movie Vector: [1.1347402571715846, -0.5714393806005899] User Vector: [1.9122026298930541, -0.11551772330012568] Predicted: 2.2358646802600384 Movie Vector: [1.8829559338435198, -0.2597004355585725] User Vector: [1.3689237202654745, -0.5398547835204897] Predicted: 2.717823564471672 Movie Vector: [-0.2903801614619901, 0.7868168200330641] User Vector: [2.192100139523472, 0.5990267906306638] Predicted: -0.16521803793704587 Movie Vector: [0.4579692571017275, -1.2619763869417349] User Vector: [1.2650706872959976, 0.8764872947412746] Predicted: -0.5267427865758093 Movie Vector: [1.700182293987837, -0.42592102776919194] User Vector: [0.8829034221212586, 0.413190240603862] Predicted: 1.3251103536496365 Movie Vector: [1.1612749872595367, 1.3815207501404805] User Vector: [1.0368078513115133, 1.059729635946729] Predicted: 2.6680575059215883 Movie Vector: [1.1733166192173206, 0.0003238842342600419] User Vector: [1.646972905266105, -0.8353575942431577] Predicted: 1.93215012199461 Movie Vector: [1.4365927306092348, 0.0949048476825852] User Vector: [1.7640885271587383, -0.16555166876794747] Predicted: 2.518565098359375 Movie Vector: [1.4548717087257386, 0.9071763769138914] User Vector: [1.9841406564689072, 0.7834129293637181] Predicted: 3.597363810116804 Movie Vector: [1.9145934745573656, 0.040519352680267906] User Vector: [1.8374647449288317, 0.13548080815208088] Predicted: 3.5234876050168773 Movie Vector: [2.135385789301063, -1.0629295191859518] User Vector: [1.3747327075646558, -1.2011519339610066] Predicted: 4.212324535455389 Movie Vector: [1.8079034803365435, -0.5212715841694896] User Vector: [1.8192252904927355, 0.14389628418145076] Predicted: 3.2139746901867077 Movie Vector: [-1.0777385094053578, -0.2131974924373213] User Vector: [1.5029969931707896, -0.991332632930725] Predicted: -1.4084881075485034 Movie Vector: [0.1929855542633337, 0.5126115171877051] User Vector: [1.6079270176060119, -0.8295127694212373] Predicted: -0.11491111255191017 Movie Vector: [1.2283064100421734, -1.5224903931694358] User Vector: [2.1607666418171596, -0.0914771289114207] Predicted: 2.793356566711678 Movie Vector: [1.843763696941701, -0.6463836791526458] User Vector: [2.0494660919711682, -0.5682877795869863] Predicted: 4.1460631242763455 Movie Vector: [1.5615289919007973, 0.05142363805480464] User Vector: [2.173030377454945, -0.2237429511815994] Predicted: 3.3817442581381525 Movie Vector: [1.2388512370950981, -0.3805769599902482] User Vector: [2.0774743040767487, -0.6883964959440674] Predicted: 2.8356694573330907 Movie Vector: [1.7450503529522416, -0.5494486946803004] User Vector: [2.0533485329540992, -0.18659683317550446] Predicted: 3.6857219685852773 Movie Vector: [2.16623682539998, 0.18697165616320016] User Vector: [1.981776728114542, -0.33499982124076255] Predicted: 4.230362256770643 Movie Vector: [1.3495038821838024, -0.5234128897429419] User Vector: [1.9709420973703906, -0.7558687719449079] Predicted: 3.055425470150961 Movie Vector: [2.0404749807180877, -0.6165683170852366] User Vector: [1.9844862349482622, 0.3999516354432512] Predicted: 3.802697005210632 Movie Vector: [2.432057308896892, 0.08724185889595686] User Vector: [1.0380973495171937, 0.6355574512266143] Predicted: 2.580159459719969 Movie Vector: [0.4693071072150253, 0.2546229198532956] User Vector: [2.3060871501747866, 0.143433350951161] Predicted: 1.1187845080577978 Movie Vector: [1.3935354077355848, 0.14488579717794423] User Vector: [1.6216798422752987, -0.27101834000187] Predicted: 2.2206015719806733 Movie Vector: [1.2155774574762217, -0.8092970214461037] User Vector: [0.18890378178539363, -0.5240787794700913] Predicted: 0.6537625739985862 Movie Vector: [2.4396451241174084, 0.030216035046347418] User Vector: [2.020235913142607, -0.40170541479482064] Predicted: 4.916520750173493 Movie Vector: [2.344886629931182, 0.0235614535299844] User Vector: [1.9867556886825575, -0.33588086428580366] Predicted: 4.6508030099559665 Movie Vector: [1.4002192227493069, -1.3321709587605046] User Vector: [1.928121722493679, -0.563797556542253] Predicted: 3.4508678310818772 Movie Vector: [0.837869230011461, -2.520140263429906] User Vector: [1.645017955513816, -0.5589917703424646] Predicted: 2.787047595107397 Movie Vector: [2.221367274628232, 0.17716981145869293] User Vector: [1.7096117127987314, -0.2793249212437633] Predicted: 3.74818756749975 Movie Vector: [1.36144991057046, -0.5997709857941118] User Vector: [1.9463523501513111, -0.1391125181455875] Predicted: 2.7332968851965878 Movie Vector: [1.494178354076398, -0.29867375966617155] User Vector: [2.0265104139633316, -0.13982780524258595] Predicted: 3.069730891152083 Movie Vector: [1.9195343512764453, 0.11670830606054819] User Vector: [0.5399709805149893, -1.681376155181793] Predicted: 0.8402622828690814 Movie Vector: [-0.32434779387823465, -0.7500272658786278] User Vector: [1.2468968835313041, -0.5893106855034271] Predicted: 0.03757082883417073 Movie Vector: [0.9197150946888124, 0.42784742240331247] User Vector: [1.075177454781114, -0.5706427456300663] Predicted: 0.7447089068003155 Movie Vector: [0.2886180734130859, -0.7639650411259795] User Vector: [2.070758968826783, 0.8144100540016823] Predicted: -0.024522346313151977 Movie Vector: [2.357371849645576, 0.22777940947508454] User Vector: [1.3226022862094007, 0.013496627009135953] Predicted: 3.1209396515169687 Movie Vector: [1.762642982655627, -0.9261808424066676] User Vector: [1.049161327139744, -0.15384810211266994] Predicted: 1.9917880157739138 Movie Vector: [1.7028094056814842, 0.5243994010471] User Vector: [-0.06056976110254575, 2.942056689342518] Predicted: 1.439674006832535 Movie Vector: [1.700580802714026, -0.6008303737421187] User Vector: [1.836348308505632, -0.14320696069318029] Predicted: 3.208901772256808 Movie Vector: [0.9633675345016335, 1.4973192735155159] User Vector: [1.4365145301963493, -0.5267291366766297] Predicted: 0.5952097729629233 Movie Vector: [1.6426313619858042, -0.5064918708061102] User Vector: [-0.907656056278688, -0.3542224004947651] Predicted: -1.3115335376317 Movie Vector: [1.9895810349282792, -0.2673629052441647] User Vector: [1.9242852321896968, -0.5093427296926116] Predicted: 3.9647007557327907 Movie Vector: [1.677554707174168, -0.9503484944788083] User Vector: [1.8885901699883898, 0.14741234152495175] Predicted: 3.0281202327510517 Movie Vector: [0.9141739963419309, -1.7006370522598835] User Vector: [1.711226709953167, -0.14770480212397566] Predicted: 1.8155512193736882 Movie Vector: [1.421525070969113, -0.8284672751742305] User Vector: [1.2780098212227766, 0.015910449932266358] Predicted: 1.8035417147107502 Movie Vector: [0.0533461389976964, -0.5682498307914078] User Vector: [2.2841241719157006, -0.830679059110007] Predicted: 0.5938824403442404
avg loss: 10.62534731935684: 63%|████████████████████████████▊ | 43781/70000 [01:11<00:38, 686.55it/s]
Movie Vector: [1.8984873775234048, -0.559124710453829] User Vector: [1.2266083600363886, 0.04586731060165235] Predicted: 2.303054941934323 Movie Vector: [2.0235415793826736, -0.31514240950866934] User Vector: [2.286743274030169, -0.2199982042918668] Predicted: 4.696650860561834 Movie Vector: [1.9592432707279375, -0.1614222363029019] User Vector: [1.5249045785332136, -0.2484044322137229] Predicted: 3.0277570329489123 Movie Vector: [2.0036654552405033, -0.3581357727273488] User Vector: [1.702004341626098, -0.6420956157290362] Predicted: 3.64020471348953 Movie Vector: [2.0546222851065536, -0.16259621471263383] User Vector: [2.1211014123955, -0.46103973569095724] Predicted: 4.433025546734243 Movie Vector: [2.2444267264309823, -0.16043311012058153] User Vector: [1.7032961012705892, -0.11641338447739083] Predicted: 3.8415998540487744 Movie Vector: [1.6557473435170407, 0.22249892348294983] User Vector: [1.5841174266895677, -0.2973165253617349] Predicted: 2.556745614233625 Movie Vector: [2.4890574777234793, -0.2924467651505693] User Vector: [1.498532560414373, -0.7787178786717691] Predicted: 3.9576671996939794 Movie Vector: [2.259214649715151, 0.05198834045896984] User Vector: [1.3752543943533488, -0.11667094983834911] Predicted: 3.100929345746356 Movie Vector: [1.3578502051727175, -0.949638658693814] User Vector: [1.9930630641575, -0.2356349718457577] Predicted: 2.9300491691933863 Movie Vector: [2.0544364761769875, -0.10768119594075806] User Vector: [2.0816250167884816, -0.27970129151205547] Predicted: 4.306684933788983 Movie Vector: [1.8484600307112313, -0.5563009364645186] User Vector: [1.8246102095061931, -0.6640102258348807] Predicted: 3.7421085543538046 Movie Vector: [1.7894053175463704, -0.6390611756394737] User Vector: [1.8402732925403869, 0.03929073742680467] Predicted: 3.2678856305586197 Movie Vector: [1.232094673627396, -0.591715443517291] User Vector: [2.06344554486432, -0.5352984457912217] Predicted: 2.859104622412978 Movie Vector: [0.37231087088123804, -0.6763827135836433] User Vector: [1.526961694528985, 0.002052057127900353] Predicted: 0.5671164623237795 Movie Vector: [2.0470741003594695, -0.5136097534659702] User Vector: [1.9281108156727507, 0.6320304692126613] Predicted: 3.6223686999113625 Movie Vector: [1.9573385635295744, -0.16111196265246935] User Vector: [2.2076031077451823, -0.24532690810798805] Predicted: 4.3605517954141195 Movie Vector: [1.949701106232148, -1.4945254363144345] User Vector: [2.377365748195885, -0.5742106368714797] Predicted: 5.493325031782673 Movie Vector: [1.3658880575063639, -0.6415635175940927] User Vector: [1.5393237795345334, 0.23904566593623158] Predicted: 1.9491809887981069 Movie Vector: [1.952825932720669, -0.6073106999694081] User Vector: [1.6171437039176406, -0.29287846229693976] Predicted: 3.3358683858898424 Movie Vector: [0.9224202234221164, -0.1955301592099455] User Vector: [1.880142142668699, 0.5063291934492445] Predicted: 1.635278507498024 Movie Vector: [2.025922702869901, -0.3488613280207579] User Vector: [1.6822554658442843, -0.05238048947063968] Predicted: 3.4263930674000216 Movie Vector: [1.9597319849543176, -0.7034405180547078] User Vector: [2.064778232726904, -0.12059181545401637] Predicted: 4.131241113648494 Movie Vector: [2.0133674707473683, 0.5980662627498764] User Vector: [1.836423130607605, -0.24547172967317407] Predicted: 3.550586233717015 Movie Vector: [2.428421375085416, 0.25220335992230114] User Vector: [1.4709440174399184, -0.37746150126318473] Predicted: 3.4768748346452214 Movie Vector: [0.7753481399552997, -1.168792170322192] User Vector: [1.0018969200860155, 1.0181975471444293] Predicted: -0.4132424075280342 Movie Vector: [-0.19870921597440178, -0.80197780869116] User Vector: [1.9483395985477336, -0.25496102343782634] Predicted: -0.1826799512009774 Movie Vector: [1.267220236182027, -1.4638331618248088] User Vector: [1.2362496992856875, -0.5383771747533999] Predicted: 2.354694997882346 Movie Vector: [1.8757528751915433, -0.1652728638741208] User Vector: [1.720362051808126, 0.08150399279326416] Predicted: 3.2135036667433963 Movie Vector: [2.2158506259146353, 0.012593526647967276] User Vector: [1.859858364634286, -0.15922487785181336] Predicted: 4.119163118645206 Movie Vector: [1.9206248049718593, 0.6542157361683592] User Vector: [1.8170935662186445, -0.9012065759601556] Predicted: 2.900371452702765 Movie Vector: [1.0362812932231784, -0.05256686839590799] User Vector: [2.334083111986944, -0.5410327304948372] Predicted: 2.4472070621220117 Movie Vector: [1.5517579407036122, -1.301496051217795] User Vector: [1.8575256883895521, 0.09976011452348187] Predicted: 2.7525928418980845 Movie Vector: [0.7941914628405077, 1.1357778020438003] User Vector: [1.940071038174269, -0.6161988388513326] Predicted: 0.8409228930096165 Movie Vector: [1.7556049523173276, -0.9271614148193593] User Vector: [1.5766355913657528, 0.2114139086306562] Predicted: 2.5719344335629843 Movie Vector: [1.6596098616593788, -0.8719262284205589] User Vector: [1.7957524203123054, 0.013165319283039172] Predicted: 2.9687692386605873 Movie Vector: [2.189287731963978, 0.08474604602582025] User Vector: [2.2847465854408537, -0.7544624277086889] Predicted: 4.938029962528897 Movie Vector: [2.0022423731339973, -0.5897255827920926] User Vector: [1.8695584165032004, 0.39811111892631623] Predicted: 3.5085327689471724 Movie Vector: [2.085261232150907, -0.005462611649502402] User Vector: [2.097053087089642, 0.7448101606114107] Predicted: 4.368834895610386 Movie Vector: [1.9215205766469052, -0.1571315750792915] User Vector: [2.0220930503619363, -0.3595698856018773] Predicted: 3.941993186640871 Movie Vector: [1.2646287474937377, -0.8670049656365691] User Vector: [2.086635453400142, -0.6912108147703447] Predicted: 3.238102388617037 Movie Vector: [1.1637064560509636, 0.18649372025670224] User Vector: [1.1794041851802444, 0.04378034847951478] Predicted: 1.380645024649856 Movie Vector: [2.3943979297181395, 0.5034596464995563] User Vector: [1.9785674932766548, 0.44498128702119555] Predicted: 4.96150803117184 Movie Vector: [1.8235568110594964, 0.7671235502922906] User Vector: [2.1582531349909195, -0.4354607404715523] Predicted: 3.601645015059755 Movie Vector: [2.284080249495028, 0.2201478959192937] User Vector: [1.9169667407546964, -1.263639477287758] Predicted: 4.100318299371201 Movie Vector: [2.4408666549917646, -0.20979194425262124] User Vector: [1.84695192722725, -0.2634799201979479] Predicted: 4.563439337271625 Movie Vector: [1.2824569483436148, -0.47072851487712547] User Vector: [0.3718340066946161, -0.03689498009828719] Predicted: 0.4942286247040444 Movie Vector: [-0.27600363445546783, 0.29549445123326634] User Vector: [2.169462547248265, -0.6445052737049988] Predicted: -0.789227280025943 Movie Vector: [1.9612612711989148, 0.34950571394887925] User Vector: [1.9145294844637308, 0.01857584188773615] Predicted: 3.7613848933283145 Movie Vector: [2.0927131879744914, -0.11279422364807254] User Vector: [1.6559120533551708, -0.05062926637230084] Predicted: 3.4710596809766203 Movie Vector: [1.6622557361281112, -0.17777522530215045] User Vector: [1.6349387977892504, -0.7092820755061267] Predicted: 2.843779175619458 Movie Vector: [2.386975849411635, 0.44288024755298583] User Vector: [1.5973657404937138, 0.2315738944385954] Predicted: 3.915432948931802 Movie Vector: [1.7380669088808702, -0.6170754640853771] User Vector: [1.4799670417699544, -0.35058655990485604] Predicted: 2.7886201056900553 Movie Vector: [1.1834639130050515, 1.4166161737571639] User Vector: [1.2118378174333455, 0.04897811008757937] Predicted: 1.5035495082572923 Movie Vector: [1.8376887204446501, -0.3524693050194242] User Vector: [1.8187022738086733, 0.04699452619688176] Predicted: 3.3256445264369043 Movie Vector: [0.09627138388861348, -2.0350167995402257] User Vector: [1.4970476823167527, -0.586611446501944] Predicted: 1.3378870005579235 Movie Vector: [1.933047124058567, -0.244231876909813] User Vector: [2.1910042682670827, 0.21467175749424214] Predicted: 4.182884813321382 Movie Vector: [2.463997182421292, -0.18108771528497125] User Vector: [1.829779645045013, 0.3250197665020183] Predicted: 4.449714802904438 Movie Vector: [0.9742764971711322, -0.5069421319119888] User Vector: [1.8379347849891996, -0.6054907300773702] Predicted: 2.097605425906624 Movie Vector: [2.0849466612176983, -0.27514729063159155] User Vector: [1.5052347408778017, 0.1904354653319715] Predicted: 3.0859363450158015 Movie Vector: [1.8064574090030128, -0.37618530442379905] User Vector: [1.7388427478009327, -0.8061062896672895] Predicted: 3.4443907048325806 Movie Vector: [1.4334306154018555, -1.0455071377435443] User Vector: [1.8444897506457558, 0.38005939697082913] Predicted: 2.2465932660710517 Movie Vector: [1.5573290009101783, -0.5996237055484389] User Vector: [1.9886067323403767, -0.45055453186411015] Predicted: 3.3670781136268935 Movie Vector: [2.1298664955381525, 0.14661234678793283] User Vector: [1.773056794060857, -0.6373962205889832] Predicted: 3.6829241046221997 Movie Vector: [1.8197762467525644, -0.6051993733650286] User Vector: [1.7813563052716004, 0.21970603893696614] Predicted: 3.108703934247004 Movie Vector: [-0.5824701965664971, -0.6590018238865134] User Vector: [1.644520156100919, -0.6080619688734883] Predicted: -0.5571700320580157 Movie Vector: [2.1956590943820067, 0.08264211310461614] User Vector: [1.4441788878307618, 0.0669691384273022] Predicted: 3.176458980092532 Movie Vector: [1.668983903233884, -0.10835270143475956] User Vector: [2.053204349359795, -0.11643740119014256] Predicted: 3.4393813160982925 Movie Vector: [0.6923882696161345, -0.1384195820658335] User Vector: [0.023472975429151055, -0.47244116680763737] Predicted: 0.08164752170033983 Movie Vector: [1.5640831946407983, 0.0460516940406485] User Vector: [1.6725378817475403, -0.9832672325769838] Predicted: 2.570707271486616 Movie Vector: [1.7604031864484941, -0.808784476472297] User Vector: [2.1363856777844754, 0.0321436983495694] Predicted: 3.7349028304131764 Movie Vector: [1.7298247621509746, -0.27337754348124366] User Vector: [1.982183436594233, -0.278860611324895] Predicted: 3.505064220643898 Movie Vector: [1.0154336231940522, 1.23835254636574] User Vector: [1.2911356109991965, -0.7038630193892397] Predicted: 0.4394319491584372 Movie Vector: [1.6327242406384468, -0.47399060285542527] User Vector: [-0.4961516075918432, 0.21212022601740238] Predicted: -0.9106217505547544 Movie Vector: [2.049953224484212, 0.06975369159488366] User Vector: [0.4728131259688088, 0.2634312129319721] Predicted: 0.9876200917415425 Movie Vector: [1.6166767975280323, 0.28820336177998734] User Vector: [2.3312674359829724, -0.5129236097876122] Predicted: 3.6210796639092226 Movie Vector: [2.4983842804689713, 0.12784941946774367] User Vector: [2.164253441931833, 0.055579356823617185] Predicted: 5.414242566777648 Movie Vector: [0.6089278477094203, 1.4842444595481503] User Vector: [1.085743233019105, -0.5657275920016059] Predicted: -0.1785387539945088 Movie Vector: [1.7175845698053533, -1.0722143266502244] User Vector: [0.008181757328244221, -0.6543274330771841] Predicted: 0.7156321082065069 Movie Vector: [1.6196095446099688, -1.0572979607559145] User Vector: [1.452608377590206, -1.0160049697282565] Predicted: 3.426878375537059 Movie Vector: [1.441003435675749, 0.393443679231273] User Vector: [2.046090118257327, -0.09137571518015287] Predicted: 2.9124716925381398 Movie Vector: [1.6412565236249825, -0.14770368201461542] User Vector: [1.5701007968842398, -0.016860451166516598] Predicted: 2.5794285263527645 Movie Vector: [1.739048125456132, -0.14795881309692563] User Vector: [2.1473672282317517, -0.6018867769010839] Predicted: 3.8234294060513765 Movie Vector: [1.6865924458048402, 0.07422081681448808] User Vector: [1.9012865684968951, -0.15435871881545443] Predicted: 3.1952389335441493 Movie Vector: [1.8969244747341982, -1.4817781746836287] User Vector: [1.6116717240772536, -0.11872396358744398] Predicted: 3.2331421166950123 Movie Vector: [1.7801356424417454, -0.7562956831978906] User Vector: [1.2076913254790302, -0.45767731316838783] Predicted: 2.4959937497997973 Movie Vector: [1.442219038466135, 0.02904801644460949] User Vector: [1.8323087466472003, -0.5357171672305145] Predicted: 2.6270290376792427 Movie Vector: [2.06178375477565, 0.08398021644297743] User Vector: [1.1479490371077912, 0.6274451683789962] Predicted: 2.4195156570657623 Movie Vector: [1.8251392435361264, -0.1998085895380206] User Vector: [2.1170376256274994, -0.5364205098662286] Predicted: 3.9710698760509286 Movie Vector: [1.955885256392218, 0.4551567571199489] User Vector: [1.360555712943254, -0.8366600717518194] Predicted: 2.2802793743756116 Movie Vector: [2.3033923937533713, 0.08291169265517542] User Vector: [1.7850643141566866, -0.2581606936663899] Predicted: 4.090299023500176 Movie Vector: [2.0732082399146345, -0.10662745925200087] User Vector: [1.1323377913473531, -2.0902646816686112] Predicted: 2.570451651558587 Movie Vector: [1.893802844971089, -0.33099007137114017] User Vector: [2.1814562140978584, -0.05441609837972768] Predicted: 4.14925917272483 Movie Vector: [1.795963183548425, -0.1963842704384123] User Vector: [-0.38642966901554676, -1.2562985611930206] Predicted: -0.4472961821900071 Movie Vector: [2.1387687341359074, 0.18664081479161956] User Vector: [1.748383320858512, -0.48570476510314603] Predicted: 3.6487352488298703 Movie Vector: [0.05068471763298895, -0.5247795117731197] User Vector: [1.944631016718935, 0.026702817449611393] Predicted: 0.08454998247857762 Movie Vector: [0.9880600928065406, 1.364023974956783] User Vector: [1.1915303514745972, -1.1318342659036549] Predicted: -0.3665454847103953 Movie Vector: [2.256567832227756, -0.1612629054897168] User Vector: [1.316750495110276, -0.6726248800965479] Predicted: 3.0798062528048615 Movie Vector: [2.396855846756409, 0.26030344501729297] User Vector: [1.804387613753968, -0.3539781197568085] Predicted: 4.2327152778076025 Movie Vector: [0.07695854111585068, 0.613512263527002] User Vector: [-0.7261815177601789, -0.553034186718614] Predicted: -0.3951791258936692 Movie Vector: [1.7150270040425921, -0.9326025850529598] User Vector: [1.561130420562785, -0.3208086253106713] Predicted: 2.9765677813695635 Movie Vector: [1.3610994600905908, -1.3207320405935685] User Vector: [1.5885291020775818, -0.47053240626068665] Predicted: 2.783593328262066 Movie Vector: [1.68734485837975, 0.21656851506071645] User Vector: [0.5625140658775891, -0.7739535336291788] Predicted: 0.7815412493207724 Movie Vector: [2.1270051167255115, -0.6472818587109206] User Vector: [1.7732780541792288, -0.4650950473980195] Predicted: 4.0728190813733125 Movie Vector: [1.4846658630015985, -1.1394597963790323] User Vector: [1.5042483086553522, -0.7388207009488909] Predicted: 3.0751625988023306 Movie Vector: [2.1473963897680703, -0.5950194689953167] User Vector: [1.8952813342957224, 0.5031200611319155] Predicted: 3.7705540632458416 Movie Vector: [0.9162668311215537, -0.3043550888805304] User Vector: [1.7596131458006388, -0.004727000652744891] Predicted: 1.6137138478063844 Movie Vector: [1.8131760113604456, -0.11652984870586285] User Vector: [1.9976926528290209, -0.7478357999986043] Predicted: 3.7093135888112565 Movie Vector: [1.3753130318267992, -0.8290425871341481] User Vector: [2.2338758298675185, 0.0737294386031654] Predicted: 3.011153695772187 Movie Vector: [2.0504552461099306, -0.01782465065224232] User Vector: [2.0329617747435593, -0.4676327053714489] Predicted: 4.176832525770695 Movie Vector: [1.9475377141928063, -0.7027283208676393] User Vector: [1.6371852347247542, -0.13603934323178907] Predicted: 3.284078688987272 Movie Vector: [2.377959961340078, 0.2640103702587588] User Vector: [1.5569020708533885, 0.0024292958073320187] Predicted: 3.7028921475023724 Movie Vector: [0.41410763674847534, 0.32597446575526623] User Vector: [2.2730022240589247, -0.38718874364381956] Predicted: 0.8150539354733229 Movie Vector: [1.8254222820475206, -0.5899923032461203] User Vector: [1.8236095233447156, -0.3626531804077638] Predicted: 3.5428200428558094 Movie Vector: [2.237946780068365, -0.6539029542246586] User Vector: [1.9325316154151715, 0.7183148030467279] Predicted: 3.8551947343231396 Movie Vector: [1.3985051444888106, 0.033687767364893394] User Vector: [1.7413199250855897, -0.10475245954785803] Predicted: 2.431715996944919 Movie Vector: [2.139885424031036, -1.1151048804868378] User Vector: [2.2941685773923575, -0.6934169112142062] Predicted: 5.682490480938993 Movie Vector: [2.0917702446893878, 0.1003702107761959] User Vector: [0.5833832665560685, 1.3110044661462468] Predicted: 1.3518895528273147 Movie Vector: [1.6053659820302504, -0.3101610398641492] User Vector: [1.8435215398734888, -0.6878994643326911] Predicted: 3.1728863804323417 Movie Vector: [1.3280790511055554, -0.9114289099113752] User Vector: [2.046371081457406, -0.44662761745223545] Predicted: 3.1248118865826062 Movie Vector: [1.0469484487773573, -1.0307998200144401] User Vector: [2.3475407473937016, -0.14093563645876955] Predicted: 2.603030572620794 Movie Vector: [2.2612762615015978, -0.6784930026351333] User Vector: [0.8458758035862817, -1.2022842208557212] Predicted: 2.728500305857487 Movie Vector: [2.0916822527043686, 0.3009627186996609] User Vector: [1.7456884913203128, -0.9824667243363622] Predicted: 3.3557397796567408 Movie Vector: [2.0635464858662633, 0.1419074376674586] User Vector: [2.1339652132619724, -0.5554169568309656] Predicted: 4.324718619606655 Movie Vector: [1.2817634251902204, -1.6806060966521] User Vector: [2.0207102841004434, -0.28494930606425556] Predicted: 3.0689600760740605 Movie Vector: [2.1456931302222997, 0.19044436533094544] User Vector: [2.1801508472937257, 0.2876566349183026] Predicted: 4.732717281156725 Movie Vector: [1.394405638613169, -0.14327330330651405] User Vector: [2.0065177694670453, 0.7857560263906367] Predicted: 2.68532183022838 Movie Vector: [2.41198430831338, 0.32565026544754005] User Vector: [1.947114606927803, 0.7140538164511255] Predicted: 4.928941693268774 Movie Vector: [1.7739721698317632, -0.27958835771114493] User Vector: [1.865522800304718, -0.4510828904908464] Predicted: 3.43550305447112 Movie Vector: [0.40075582504591845, -1.0799678051579322] User Vector: [1.7027531111487577, -0.9823775979945519] Predicted: 1.7433244062504225 Movie Vector: [2.3390425014076044, 0.6745739359847914] User Vector: [1.2792589822112204, -0.7529547738811346] Predicted: 2.4843174642639436 Movie Vector: [2.307417146928177, -0.4139198908150236] User Vector: [1.6750192958121983, -0.02630251484153472] Predicted: 3.875855378663995 Movie Vector: [2.053899018600082, 1.0417952265284103] User Vector: [1.6221954379068055, 0.19373353468127055] Predicted: 3.5336562895437416 Movie Vector: [1.8040193061842396, 0.14831276698823365] User Vector: [1.962365245588198, -0.1516708677492761] Predicted: 3.5176500627586837
avg loss: 10.600939637307489: 63%|████████████████████████████▏ | 43850/70000 [01:11<00:39, 668.31it/s]
Movie Vector: [2.4551077324312325, 0.10947401008752049] User Vector: [2.0359808930344445, 0.2039524563384347] Predicted: 5.020879926833679 Movie Vector: [2.2767830462618868, -0.3835639826775522] User Vector: [2.093950504226917, -0.11384802226454548] Predicted: 4.811139008575125 Movie Vector: [1.8493504231824243, 0.08964687264861983] User Vector: [1.7229449496162432, -0.9471728871744642] Predicted: 3.1014178845000653 Movie Vector: [2.05663590772579, 0.218610052757102] User Vector: [1.5667294095473165, -0.14870125388051017] Predicted: 3.189684372409171 Movie Vector: [1.503421915663186, 0.4672870254588554] User Vector: [1.8195424070895165, 0.2629128269775072] Predicted: 2.8583956841702234 Movie Vector: [2.019817912816238, 0.2525770346984827] User Vector: [1.2676267679918682, -1.1741625653025483] Predicted: 2.2638087537572478 Movie Vector: [2.0798392750911554, -0.5028694015156717] User Vector: [2.3593703624463043, 0.05946962477182391] Predicted: 4.8772056896845095 Movie Vector: [0.3853710358423589, 0.655937668023797] User Vector: [1.2180551629409158, -0.2915588503713967] Predicted: 0.2781587474513608 Movie Vector: [1.2511086343776248, 1.373071590082575] User Vector: [1.1285765526430847, -0.48952776294540756] Predicted: 0.7398152057108806 Movie Vector: [2.0797056785320565, -0.5306583932068041] User Vector: [1.8214378606719184, 0.25118334949720916] Predicted: 3.6547621092881775 Movie Vector: [1.790386412780458, -0.5226571414966931] User Vector: [1.0791178634455654, -2.08752752020818] Predicted: 3.0230991270093055 Movie Vector: [2.0002820251754736, -0.7071110267906509] User Vector: [1.7633828756348986, -0.3383574843902305] Predicted: 3.7665193778442028 Movie Vector: [1.50359866907692, -1.0140524558329396] User Vector: [1.7611863410519994, 0.627321709025622] Predicted: 2.0119803187674883 Movie Vector: [0.8771453029721599, -1.2064519957557474] User Vector: [1.9196165710735131, -0.40295162783467825] Predicted: 2.16992445441883 Movie Vector: [2.049014542606492, -0.8131885948184563] User Vector: [1.9105858845142651, -0.45818509531784835] Predicted: 4.2874091560966985 Movie Vector: [1.3079181580391839, 0.49354480757442176] User Vector: [1.9523809300398491, -0.44801671127142817] Predicted: 2.332438148253966 Movie Vector: [1.4819474818006915, -0.05751709339842021] User Vector: [1.871158205321261, 0.0682173213548571] Predicted: 2.7690345283827864 Movie Vector: [1.6991888564668949, 0.2353220987107888] User Vector: [2.040410875646384, -0.09750318157382136] Predicted: 3.444098769193264 Movie Vector: [1.6921441044439989, -0.3326097618283449] User Vector: [1.4656482212130972, -0.3978351285480521] Predicted: 2.6124118440678927 Movie Vector: [1.6367383516273495, -0.010431027333693037] User Vector: [1.8751307694402797, -0.1531567531546914] Predicted: 3.0706960269379033 Movie Vector: [2.1474754473218973, 0.2101702588338208] User Vector: [2.1492110136596474, -0.8443361677295033] Predicted: 4.437923532033433 Movie Vector: [1.5703156470307613, -0.6247428014546493] User Vector: [2.050527479189693, -0.41098096907569825] Predicted: 3.4767327872030167 Movie Vector: [0.9454337304922363, 0.9858153128721499] User Vector: [0.22964304337163102, -0.199926651102685] Predicted: 0.020021525068156992 Movie Vector: [1.3572436248841608, -0.8643239030663151] User Vector: [1.8050823658944128, -0.4137523338597614] Predicted: 2.807552565605476 Movie Vector: [1.7467393968279927, 0.01125035304683761] User Vector: [1.4182866888479435, -0.3286878446080973] Predicted: 2.473679381113383 Movie Vector: [1.8213608563481556, -0.29104692883495387] User Vector: [1.7045821746286698, -0.5918325657269414] Predicted: 3.2769102999368127 Movie Vector: [1.9033887259306448, -0.7078823779095976] User Vector: [1.2737955035508044, -1.8013603911696061] Predicted: 3.699679277773053 Movie Vector: [1.5071112454335902, -0.6447819707660332] User Vector: [2.1157377989373725, -0.5229984582282426] Predicted: 3.5258722057714293 Movie Vector: [1.3076523135075209, -0.47322850809871064] User Vector: [1.8245634000336572, -0.7057203999085705] Predicted: 2.7198615631787186 Movie Vector: [0.2843804994004758, -1.0341224816070687] User Vector: [1.6771319410140377, -0.1698580609428877] Predicted: 0.652597658449285 Movie Vector: [1.7233676317254913, -0.10863300948190573] User Vector: [1.5401368013350016, -0.7647268159030227] Predicted: 2.737296487293036 Movie Vector: [2.02318590814987, -0.1496861595360754] User Vector: [2.1089158377117836, -0.4682929756409881] Predicted: 4.33682578139398 Movie Vector: [1.826665505703022, -0.15259713622789955] User Vector: [1.8184871173798225, -0.2743421774681349] Predicted: 3.363631520511208 Movie Vector: [1.880533219010581, -0.5078930538249999] User Vector: [1.0878530947090388, -0.4067637004904803] Predicted: 2.252336340031079 Movie Vector: [1.9343153129742474, -0.274464290100273] User Vector: [0.883730733625022, 0.5131514884403184] Predicted: 1.568572131608175 Movie Vector: [1.802631722417695, 0.7591811941832349] User Vector: [1.611334354231307, -0.8833590230801609] Predicted: 2.234012864324253 Movie Vector: [1.9987487275611189, -0.08330472896121474] User Vector: [1.9791483218221864, -0.40049424422828506] Predicted: 3.9891832543627825 Movie Vector: [0.8741541322896683, -0.1994449360723152] User Vector: [1.4239018061603597, -0.8219187149822003] Predicted: 1.4086371733960652 Movie Vector: [1.026036561297411, -0.3046499727801144] User Vector: [1.7388430872034764, -0.42165465241635014] Predicted: 1.9125736602112786 Movie Vector: [1.7846226048943716, -0.24589811172315526] User Vector: [2.1485899823823984, -0.844969762400642] Predicted: 4.042198720246709 Movie Vector: [1.1301058602325176, 1.3496625349511011] User Vector: [1.7862994672538794, 0.07961866879016898] Predicted: 2.1261658304226048 Movie Vector: [1.204511378749344, -0.9081804690016815] User Vector: [1.289193110091564, -1.0336271703793343] Predicted: 2.491567778878529 Movie Vector: [1.8413953893479227, 0.28120821740309315] User Vector: [1.7691708613240302, 0.03194125670514282] Predicted: 3.26672521087043 Movie Vector: [2.4649361106906436, 0.4541823312637899] User Vector: [0.7220274163593607, -0.7324260091132345] Predicted: 1.447096499195574 Movie Vector: [2.026038296230466, -0.5380593334948729] User Vector: [1.7678758094105085, 0.2635176343696563] Predicted: 3.43999597013204 Movie Vector: [1.2497725204930588, 0.44909475112571257] User Vector: [1.7148986172854113, -0.5478802472078141] Predicted: 1.8971830240483627 Movie Vector: [1.8205793392090186, -0.440585081772729] User Vector: [1.9320323770407877, 0.5379424222963609] Predicted: 3.2804088222068843 Movie Vector: [1.8284439044154883, 0.09026551514876772] User Vector: [1.4397996306057337, 0.7166820296556697] Predicted: 2.697284530765459 Movie Vector: [2.0519234706338842, -0.12125877049887088] User Vector: [1.8793572381003736, -0.2547665755166649] Predicted: 3.887189908275188 Movie Vector: [1.7440437828079203, -0.785323497191066] User Vector: [1.677588180645612, -0.8796117866374026] Predicted: 3.616567041019597 Movie Vector: [1.8278953207772677, -0.20050693157078703] User Vector: [1.4990724223800476, -1.4265938492190158] Predicted: 3.026189421679396 Movie Vector: [1.7536024823681169, -0.02364142011086788] User Vector: [1.9543779607386742, -0.5349519371404948] Predicted: 3.439849066921938 Movie Vector: [-1.8245171040276444, -0.634350529284175] User Vector: [2.295074624258041, 0.03683863217808739] Predicted: -4.210771512798889 Movie Vector: [2.1353229893991275, 0.1173180663638217] User Vector: [2.078348824833548, 0.4648942380489255] Predicted: 4.492486518729318 Movie Vector: [1.7955174606884003, -1.3396977381968715] User Vector: [1.8211528267079118, -0.029132079918391677] Predicted: 3.308939880511732 Movie Vector: [2.120929135199102, 0.10059023280888066] User Vector: [0.7933375881652741, -0.20509483770253695] Predicted: 1.6619822673159184 Movie Vector: [2.250539613998326, -0.6492222447593925] User Vector: [1.6933458182254553, -0.30252227172611285] Predicted: 4.007346032454533 Movie Vector: [1.8475229392097263, -0.3345176815509549] User Vector: [1.8281230661613639, -0.35755824371448053] Predicted: 3.497108855138339 Movie Vector: [1.9171338891940215, -0.5215785634923046] User Vector: [1.777083589666735, -0.10389096967971308] Predicted: 3.4610944764060276 Movie Vector: [2.0230187986957877, -0.02359917994583502] User Vector: [2.168489361461264, 0.34078203314716055] Predicted: 4.378852566485415 Movie Vector: [2.059486030086287, -0.36915489839028187] User Vector: [1.5512826073502213, -0.7135501381285189] Predicted: 3.4582553872908166 Movie Vector: [2.05608669943861, 0.608053213653779] User Vector: [2.406493974306685, -0.5447058762853559] Predicted: 4.616750094279728 Movie Vector: [0.7829761505126953, 0.45655250549316406] User Vector: [2.413355721267984, -0.2057354490026368] Predicted: 1.7956709377452806 Movie Vector: [1.0171293754012463, -0.884218027932608] User Vector: [2.0890598724291243, -0.15233091899342674] Predicted: 2.259537908005172 Movie Vector: [0.8684097291718904, -0.09312958426226782] User Vector: [2.0944242411825567, 0.3667317762790234] Predicted: 1.7846648101957576 Movie Vector: [1.523388063029873, 0.12318456481057616] User Vector: [1.7769207831109037, -0.5255931280169647] Predicted: 2.6421949491986454 Movie Vector: [2.1679298174842616, -0.4967555360028261] User Vector: [2.010336507920993, -1.2105045757698065] Predicted: 4.95959330806951 Movie Vector: [0.477271474692905, -0.6897694302234967] User Vector: [0.5723532051833182, -0.19719225633015] Predicted: 0.4091850485763864 Movie Vector: [2.1875413412136893, 0.3155912197919136] User Vector: [1.2919720778974466, 0.26207313526712483] Predicted: 2.9089503125280607 Movie Vector: [2.3287149205385917, 0.26393353127614677] User Vector: [1.8666335358475372, -0.335389303792376] Predicted: 4.2583368828036985 Movie Vector: [2.3993220892700244, -0.4595539717934588] User Vector: [0.4032270709179119, -0.6609845968580871] Predicted: 1.2712297150254286 Movie Vector: [1.6917338114347227, 0.1489445269046411] User Vector: [1.6087817164238123, -1.3807324051437733] Predicted: 2.5159778900261043 Movie Vector: [0.8854396636703923, -0.6384990035608064] User Vector: [2.049425227538316, -0.45275651245791754] Predicted: 2.10372696624919 Movie Vector: [1.7191619844331543, -1.198366401675024] User Vector: [1.6039123307445924, 0.2087081445830671] Predicted: 2.5072762771553982 Movie Vector: [1.8533409062419666, -0.2528171148874047] User Vector: [2.091395982490897, -0.3615307043696375] Predicted: 3.96747087512243 Movie Vector: [1.3456337796069446, -1.5274575056298023] User Vector: [1.788434310510222, -0.4358494085367362] Predicted: 3.0723190712243578 Movie Vector: [2.311161965419541, 0.6909840475904109] User Vector: [1.751288143998911, 0.6335005208384601] Predicted: 4.485249302940056 Movie Vector: [1.9202858031306198, 0.07373924103015192] User Vector: [1.9961253832203216, -0.2751713168961055] Predicted: 3.8128403106054654 Movie Vector: [2.1567549213190222, 0.10920507594006622] User Vector: [1.5864262433754495, -0.6327905646237766] Predicted: 3.352428666045753 Movie Vector: [1.160522270188101, -0.6509999528824967] User Vector: [0.8645386345614501, -0.8158220756189396] Predicted: 1.5344164716350055 Movie Vector: [1.71491907285815, -0.013053005142898037] User Vector: [1.5660366619826904, -0.7862423776072494] Predicted: 2.6958889662276992 Movie Vector: [1.8594124981529108, -0.28465982178704075] User Vector: [1.9068485627507932, -0.7310097236591071] Predicted: 3.753707147325135 Movie Vector: [2.062053569302685, -0.3668837496224544] User Vector: [1.6783272553867659, 1.3592901533286428] Predicted: 2.9620992391501666 Movie Vector: [2.1404407403921275, -0.30339737682645757] User Vector: [1.5684809447943837, -1.034672372318482] Predicted: 3.6711573984028694 Movie Vector: [1.520473426648138, 0.44936574407498076] User Vector: [1.7847214565780698, -0.2273614359722249] Predicted: 2.6114531078460987 Movie Vector: [1.117761129514612, -0.3487710178114132] User Vector: [1.7624532784187639, -0.0663685202727131] Predicted: 1.99314918356824 Movie Vector: [1.5640451655042966, -0.49978245867746884] User Vector: [-0.06561480996795058, -0.5322087409166474] Predicted: 0.1633640667491058 Movie Vector: [1.9941227687963128, -0.5530109597314933] User Vector: [2.0844078530219554, -0.3691245554309972] Predicted: 4.360695083828276 Movie Vector: [2.0435895745552624, -0.5809209471749399] User Vector: [1.9273082410292135, -0.33914724040733224] Predicted: 4.1356447644509355 Movie Vector: [1.6616258310786762, -0.7936810478136175] User Vector: [2.025795617666474, -0.1595011304950955] Predicted: 3.492707351179399 Movie Vector: [1.764577101140885, -0.4028061860196607] User Vector: [2.2899002405958995, -0.8922064744362449] Predicted: 4.40009181556224 Movie Vector: [0.9692233248842267, -0.8339184927607018] User Vector: [0.9120828795111721, 0.09315132205021402] Predicted: 0.8063313909670164 Movie Vector: [2.087941547382022, 1.0458608152215485] User Vector: [2.1133003018788536, -0.1171078345964965] Predicted: 4.289969007027906 Movie Vector: [1.74157460237469, -0.11767334841785784] User Vector: [1.636626538729747, 0.26761769877055946] Predicted: 2.818815742713911 Movie Vector: [1.9306835307557144, 0.6889811639908152] User Vector: [2.0686812343995644, -1.3464316166951682] Predicted: 3.0663027671339687 Movie Vector: [0.9787392024279491, -1.566509349769611] User Vector: [1.9355039797593219, -0.2104611812697247] Predicted: 2.2240430296683407 Movie Vector: [2.200991847611961, -0.6666870851092054] User Vector: [2.094103216987849, -0.9711687233402088] Predicted: 5.256569753961149 Movie Vector: [1.9070089493287505, -0.27066361890911395] User Vector: [1.8840851351908474, -0.44766779216755787] Predicted: 3.714134598803339 Movie Vector: [2.176212023662962, 0.022343476917747584] User Vector: [1.4373102785544278, -0.3168115634339819] Predicted: 3.120813238069644 Movie Vector: [1.2191357085493495, -0.6724884248056865] User Vector: [2.09960834171767, -0.3111967507051486] Predicted: 2.7689837160424497 Movie Vector: [2.0401982580352067, -0.5287730909114285] User Vector: [1.5097405207118726, 0.21271322069976448] Predicted: 2.967692953254389 Movie Vector: [1.747321498934734, -0.21467912707485204] User Vector: [1.136337129814445, -1.8543579347264934] Predicted: 2.3836382396739784 Movie Vector: [1.7347236554101175, -0.04569836505164677] User Vector: [-0.068613888400093, -0.3954584508755703] Predicted: -0.10095433064644065 Movie Vector: [1.611220829261546, 0.6529208642891263] User Vector: [1.2308348955842634, -0.7651756690957184] Predicted: 1.4835476619483383 Movie Vector: [1.178635442843015, -0.668092452304309] User Vector: [1.9012529714172823, -1.12573934745994] Predicted: 2.9929820992229708 Movie Vector: [1.688292018902436, -0.6275490148823444] User Vector: [2.1542870524003064, -0.6158781778991905] Predicted: 4.023559380820461 Movie Vector: [1.6157204398481846, -0.5155202965644525] User Vector: [1.9206558650636893, 0.49264851660044723] Predicted: 2.8492726297177993 Movie Vector: [0.3438276490858389, -0.0984604995488696] User Vector: [1.3971407678880743, 0.01320567573509606] Predicted: 0.47907538823518236 Movie Vector: [2.0443661848893493, -0.4592086380910335] User Vector: [1.9350237433359632, 0.9662999308516034] Predicted: 3.512163832600226 Movie Vector: [1.464481247412467, 0.07554123108481664] User Vector: [0.6059750946477406, -0.049563146371558314] Predicted: 0.8836951014172665 Movie Vector: [1.4509782126593824, -0.010243432831563624] User Vector: [2.290851746366171, -0.7542261005045402] Predicted: 3.3317018368103426 Movie Vector: [2.453173033568381, 0.3770214438934036] User Vector: [2.1767892711737464, 0.14771951712830583] Predicted: 5.395734165443355 Movie Vector: [1.4589049537275398, -0.7717989996339232] User Vector: [1.4231777522292117, -0.8613220741139688] Predicted: 2.7410485879257993 Movie Vector: [1.642173029554968, 1.522603226840192] User Vector: [1.843783200715034, -0.7213549672584335] Predicted: 1.929473643715871 Movie Vector: [2.061812620670675, 0.21367866559760754] User Vector: [1.1957890253711585, -0.20464281420237213] Predicted: 2.4217651007068386 Movie Vector: [1.4228189688821244, -0.13214659123429087] User Vector: [1.8310319737478797, -0.6854864464536952] Predicted: 2.6958117221143225 Movie Vector: [1.1446984595418397, -1.2812580422477426] User Vector: [1.9232377375941534, -0.3556640634886201] Predicted: 2.6572247172400663 Movie Vector: [1.8645721439473208, -0.2538312423216221] User Vector: [1.3345405199807512, -1.1657950402149344] Predicted: 2.7842622818752236 Movie Vector: [1.8269008937790987, -1.1843469397393729] User Vector: [0.7306347197623589, -2.086265364378256] Predicted: 3.8056592223455303 Movie Vector: [2.0667713784007766, 0.6594605640043825] User Vector: [1.703046706132882, -0.16899842047801783] Predicted: 3.4083603946308756 Movie Vector: [1.774694596132108, -1.0281216159982023] User Vector: [1.6288071880883686, 0.11814069832505732] Predicted: 2.769172309164447 Movie Vector: [2.112321006982845, -0.04043203449167483] User Vector: [2.039797983017047, -0.21336182626020336] Predicted: 4.3173347822467045 Movie Vector: [2.2058774323810666, 0.013447344633449859] User Vector: [1.7580719772546176, -0.15144108602503545] Predicted: 3.8760548186520785 Movie Vector: [2.1700482489542288, -1.0394134122893366] User Vector: [1.4698138917531938, -0.3407437858861715] Predicted: 3.543740723291951 Movie Vector: [1.5251691085812322, -0.22623129657197405] User Vector: [1.9228927286523239, -0.6480055574561275] Predicted: 3.0793357263051426 Movie Vector: [1.8664374700930384, -0.7786166394443358] User Vector: [1.8130971201810002, -0.08217073755411518] Predicted: 3.4480119055586473 Movie Vector: [2.2319532859627786, -0.31513146322180985] User Vector: [1.6348217408009873, -0.2852899525058984] Predicted: 3.738749596519818 Movie Vector: [1.8940373690813417, 0.8203061771316787] User Vector: [1.6854709415028997, -0.3693785473072976] Predicted: 2.889341443651102 Movie Vector: [0.3289478192503837, -0.7419828107727752] User Vector: [2.236604326767318, -0.013899894490019486] Predicted: 0.7460395985992315 Movie Vector: [1.5859971290788784, -0.4329118299182686] User Vector: [1.5224573534322898, -0.2482028051087943] Predicted: 2.5220629222391344 Movie Vector: [1.8661691015513036, -1.2964739706352029] User Vector: [1.9501285715938266, -0.16757448862292795] Predicted: 3.8565256470029095 Movie Vector: [1.9349203461231388, 0.13819544843020726] User Vector: [1.8295377532721617, -0.5334721675199442] Predicted: 3.4662863973912676
avg loss: 10.580198335256057: 63%|████████████████████████████▎ | 43986/70000 [01:11<00:38, 670.61it/s]
Movie Vector: [1.6751435763450255, 0.5691357612383519] User Vector: [1.5314514997873736, 0.23527630786793366] Predicted: 2.6993053029325393 Movie Vector: [0.8875981245087614, -0.1841288727991496] User Vector: [1.4038695748597587, -1.3099867133661112] Predicted: 1.4872783786143988 Movie Vector: [1.9283098206384581, -0.37099890651595985] User Vector: [1.9067367533579385, -0.40352959152615514] Predicted: 3.8264882440754375 Movie Vector: [2.080073306458723, -0.06173542972022179] User Vector: [1.8336555247286255, -0.6032641164560826] Predicted: 3.8513806796927827 Movie Vector: [-0.9860680758737436, -0.4807523472425967] User Vector: [1.118037261030146, -0.48701180928254506] Predicted: -0.8683287802916988 Movie Vector: [1.8792004156672106, -0.42596415558085315] User Vector: [2.167143257648697, -0.3484497397820429] Predicted: 4.22092360975245 Movie Vector: [2.203139658773446, -0.12945513601123818] User Vector: [1.564820797030764, -0.45556940045712063] Predicted: 3.506494555510684 Movie Vector: [1.5438791450487883, -0.9192124781611534] User Vector: [1.8034466137357141, -0.635304294738078] Predicted: 3.368283251308039 Movie Vector: [2.132127727214427, -0.11399931736188235] User Vector: [1.7190775481324303, -0.2265963879871844] Predicted: 3.6911247391521558 Movie Vector: [2.3767413865253926, 0.04201785349208399] User Vector: [1.6414460632479928, -0.6020071652710626] Predicted: 3.8759977433991373 Movie Vector: [0.9032528210346604, -0.21383517864145926] User Vector: [0.339326145532374, -0.8610466616171382] Predicted: 0.49061936490846736 Movie Vector: [1.775671190664718, -0.6181349702235638] User Vector: [1.3086465250802222, -0.6720457396273877] Predicted: 2.739140906601892 Movie Vector: [1.723349435628646, -0.38674278315004945] User Vector: [1.7885966253911352, -0.27184516667788555] Predicted: 3.187511141282008 Movie Vector: [2.6311291246846755, -0.3786949749140333] User Vector: [1.6836089505499192, -0.49115023894605925] Predicted: 4.615788671788394 Movie Vector: [1.4202931177072202, -1.5456523189150977] User Vector: [1.45516767022023, -0.6394367080068338] Predicted: 3.0551114576540415 Movie Vector: [1.196577599302771, 0.18771392120610303] User Vector: [-0.3985520954003924, 0.13319964892513647] Predicted: -0.4518950811082768 Movie Vector: [1.7840579934011518, -0.29782907807325004] User Vector: [2.1704134851731047, -0.12404677745410647] Predicted: 3.909088264575844 Movie Vector: [1.9363677511117765, 0.9553308231233884] User Vector: [1.4085864001461639, -0.2378577753009771] Predicted: 2.50030841563308 Movie Vector: [1.5409388198237108, -1.4637836402565412] User Vector: [2.008958026270186, -0.7088367048889432] Predicted: 4.13326498230594 Movie Vector: [1.5498022118195967, -0.3166331338954004] User Vector: [2.1687222528534353, -0.22158357713380752] Predicted: 3.4312512467422636 Movie Vector: [1.1743641857111682, -1.2867441204945862] User Vector: [1.7703753317820667, -0.15136608301441962] Predicted: 2.2738348022724857 Movie Vector: [1.7534063301334237, -0.33473833070084386] User Vector: [1.4210010352279625, 0.5478377497809419] Predicted: 2.3082099164382788 Movie Vector: [0.7227670840703471, -0.4896575718546885] User Vector: [2.1348198882508376, -0.6074162204035732] Predicted: 1.840403497234408 Movie Vector: [1.7582607461457418, 0.3073074814711446] User Vector: [2.1581679444385746, -0.4538052292406044] Predicted: 3.6551642382200247 Movie Vector: [1.9539943372410047, 0.04342447547677377] User Vector: [1.7928161945157577, 1.0068972321430003] Predicted: 3.5468766759625834 Movie Vector: [0.27753978233480525, 0.4744092014646696] User Vector: [1.6474546661986347, -0.4335712093030461] Predicted: 0.25154403827969907 Movie Vector: [0.8300731055358168, -0.9968036185001816] User Vector: [2.1400106877027647, -0.6109328640245048] Predicted: 2.3853454069415787 Movie Vector: [2.456144710155568, 0.03985149900567751] User Vector: [2.258130562071624, -0.8849542988134511] Predicted: 5.511028679513604 Movie Vector: [1.5819025736043963, -0.9861611770587617] User Vector: [1.994432192437988, -0.46332945639886375] Predicted: 3.6119149401854114 Movie Vector: [1.7964406928298688, 0.8115795175575705] User Vector: [2.1270162784355624, -0.4326978696048073] Predicted: 3.469889868631133 Movie Vector: [2.4769996433632513, -0.1856551905223912] User Vector: [1.7746365689689225, 1.3421546517991965] Predicted: 4.146596170845111 Movie Vector: [-0.5782162032914616, 1.279832164741679] User Vector: [1.8113063416817725, -0.21950445112369074] Predicted: -1.3282555327370487 Movie Vector: [2.2501855124212433, -0.2747570666846343] User Vector: [1.798093249048444, 0.013697012046029668] Predicted: 4.04228002813914 Movie Vector: [1.5615748586545288, -0.5198193817263176] User Vector: [1.9108264264422146, 0.14479956680565056] Predicted: 2.908628885493688 Movie Vector: [0.925463515423095, 1.5191319256129592] User Vector: [1.8531182669210808, -0.3639462982765652] Predicted: 1.1621109048789497 Movie Vector: [1.5004172381130205, -0.18371870618014205] User Vector: [1.8014492005586198, -0.5236097053408151] Predicted: 2.799122331711653 Movie Vector: [2.063104265392576, 1.4208082123569552] User Vector: [1.4003058208002184, -0.7620838517701636] Predicted: 1.8062019166473138 Movie Vector: [1.0463232536169003, -1.5738582466961826] User Vector: [2.103811974774663, -0.5574905562581739] Predicted: 3.078678499866591 Movie Vector: [1.3199479008385802, -0.4526132540164729] User Vector: [0.4636483244149055, 0.08401652336967184] Predicted: 0.5739646405052813 Movie Vector: [1.145077971204359, -0.22451577756171529] User Vector: [2.156555193370993, -0.2190926088718561] Predicted: 2.5186135930543707 Movie Vector: [2.3120357493961436, 0.06574891481502429] User Vector: [1.548160256071832, -0.40556573669765456] Predicted: 3.552736350758337 Movie Vector: [1.9143321916977885, -0.7494629939217413] User Vector: [1.6677803077742772, -0.03428073610402414] Predicted: 3.218377674966307 Movie Vector: [1.9600940698549298, -1.2164987411946764] User Vector: [1.7917434716825984, -0.04724127669310101] Predicted: 3.5694547071759324 Movie Vector: [2.4504093938326563, 0.46891826097053396] User Vector: [1.2381804433855015, -0.8071202277768875] Predicted: 2.655575576128437 Movie Vector: [0.8077883699215361, 0.1535846996950378] User Vector: [1.8744687689388388, 0.03629849396725446] Predicted: 1.5197489646252762 Movie Vector: [1.5043365245727527, -0.4538921170156389] User Vector: [1.5920964978765804, 0.2846171309993434] Predicted: 2.2658634402718962 Movie Vector: [1.9892974570894342, 0.6231708466786962] User Vector: [1.5615627583836431, -0.18821501306895566] Predicted: 2.989122715286321 Movie Vector: [1.7979080710184387, -0.19220444520540994] User Vector: [1.995954982387719, -0.5185013421154804] Predicted: 3.688201835023912 Movie Vector: [1.9056765959584778, -0.4002485963704868] User Vector: [2.3997816392815245, -0.7549951100125346] Predicted: 4.87539343843877 Movie Vector: [2.2335641036034874, 0.6281597838857819] User Vector: [2.124981818613736, -0.5072410923717279] Predicted: 4.427654655903486 Movie Vector: [1.6763012770739847, -0.9658611277819559] User Vector: [2.3247118838265473, -0.7392282352372173] Predicted: 4.610909316661994 Movie Vector: [1.8194520256814946, -0.2223311331762312] User Vector: [1.6092976917878699, 1.5884023623097334] Predicted: 2.5748886480958677 Movie Vector: [1.6560270285061014, -1.2958961845750605] User Vector: [2.2158136352370064, -0.3653950950932387] Predicted: 4.142961379678612 Movie Vector: [1.9380749622278048, -1.3237675978213477] User Vector: [0.7157849129527363, -0.26703176330549483] Predicted: 1.7407328139870204 Movie Vector: [1.7554461090974187, 0.06863083189180731] User Vector: [0.4881382068386724, -0.3640427639841938] Predicted: 0.8319157581603104 Movie Vector: [1.515016393258749, 0.46896235705327144] User Vector: [2.0700649126084802, -0.4042835059043995] Predicted: 2.9465885318649 Movie Vector: [2.0739272310218535, -0.629243173838422] User Vector: [0.2781718598663818, 0.11159531731136418] Predicted: 0.5066876034303758 Movie Vector: [1.9065164977620754, -0.5476080346560023] User Vector: [1.9801523721998298, -0.27838707935516743] Predicted: 3.927640167080993 Movie Vector: [1.7929372159447803, -0.29833655692479577] User Vector: [2.1240670282472927, -0.5020505169983986] Predicted: 3.9580988467494196 Movie Vector: [2.2590907297713025, -0.44063010036973715] User Vector: [1.8395618529395692, -0.33845757325055237] Predicted: 4.304871723288989 Movie Vector: [1.999950156793454, 0.42805948915752146] User Vector: [1.7773989865815514, -0.1704866588438043] Predicted: 3.481730949805448 Movie Vector: [2.2201517494431315, -0.24426374831615238] User Vector: [1.3167516678964266, -1.0544058399658491] Predicted: 3.180941641778912 Movie Vector: [0.40472792413476455, -0.15127059917188895] User Vector: [1.8602565287135866, -0.18032749118847058] Predicted: 0.7801760108636364 Movie Vector: [0.9762286401696748, 0.9590053426138454] User Vector: [0.613902622796898, -0.19627761354324813] Predicted: 0.41107804262614195 Movie Vector: [2.3250261236498613, 0.22819264808170808] User Vector: [2.0404694192346744, 0.287758746050208] Predicted: 4.809809134499147 Movie Vector: [2.2345421350349213, -0.22491738033217784] User Vector: [2.005434893295694, -0.8872171171270451] Predicted: 4.680779317908572 Movie Vector: [1.967867552472726, 0.6041481637304903] User Vector: [0.9558032797278966, -1.0396252434853666] Predicted: 1.252806578903992 Movie Vector: [2.2518390106975397, -0.15884732028464468] User Vector: [1.5881997217097366, 0.6626819331193642] Predicted: 3.471104840847902 Movie Vector: [2.0565745605836243, -0.5611407632366953] User Vector: [1.354169386776711, -0.5877009374841957] Predicted: 3.1147332641809133 Movie Vector: [1.0868147904213064, -0.4116921409365108] User Vector: [1.2890182367764833, 0.09884538225004431] Predicted: 1.3602302178112669 Movie Vector: [0.3495720254428504, 1.0106829586687147] User Vector: [1.835222995667207, -0.45027169940822087] Predicted: 0.18646068637199015 Movie Vector: [-0.11356893306571869, -1.5787903003322445] User Vector: [1.9807089493481558, -0.9301702174015749] Predicted: 1.2435967148003508 Movie Vector: [1.3415906365514174, 0.04136862800294224] User Vector: [1.2558247046571707, -0.3498749641235317] Predicted: 1.6703288176796403 Movie Vector: [1.8283918231233027, -1.1617099587787936] User Vector: [1.8828217384096442, -0.14105450625182275] Predicted: 3.6064002955503636 Movie Vector: [2.2342326338577516, -0.36526862954291406] User Vector: [2.2058400322559604, -0.5627423765783992] Predicted: 5.133911921814617 Movie Vector: [1.9527473688699974, 0.2825960493955111] User Vector: [2.014278457172783, -1.2114078269256678] Predicted: 3.5910378913196754 Movie Vector: [1.6882473803360907, -1.3379817918425367] User Vector: [1.9780728283014537, -0.7397168834327661] Predicted: 4.32920399164548 Movie Vector: [2.134292463696338, -1.3925672397499456] User Vector: [1.193488359872721, 0.6411315799897584] Predicted: 1.6544343773227923 Movie Vector: [0.7542170062246771, 1.1933614395678556] User Vector: [1.9603933204183603, -0.8171687124746786] Predicted: 0.5033843500601966 Movie Vector: [1.7549184957490405, -0.11549138328838182] User Vector: [1.8759694858563138, -0.9288831886018394] Predicted: 3.3994515525550124 Movie Vector: [1.892879052935254, -0.3510432093008475] User Vector: [1.5353146934343351, -0.07815041688336997] Predicted: 2.9335991960165018 Movie Vector: [1.8974666287857813, -0.35127672557391904] User Vector: [1.9581003790604579, -0.8873884905428622] Predicted: 4.027149048349887 Movie Vector: [2.2539742448509816, -0.4543021430913456] User Vector: [1.5532453757706495, -0.3200078151292455] Predicted: 3.646355309140124 Movie Vector: [1.3915492884500489, -1.3053133231379472] User Vector: [1.2986743622820112, -1.0524169532017162] Predicted: 3.1809032552722996 Movie Vector: [-0.323751411453402, -1.423407921357709] User Vector: [1.7724545475853941, 0.22266647881695315] Predicted: -0.8907798912866521 Movie Vector: [1.9560747802780347, -1.0759825590942038] User Vector: [1.5382604849219497, -0.3279151205459659] Predicted: 3.3617834906248185 Movie Vector: [2.174983468024053, -0.046986495882962144] User Vector: [1.7458757116313997, -0.7683610595428125] Predicted: 3.8333534037838595 Movie Vector: [1.7873043125282677, -0.26741763711030436] User Vector: [2.278628820780187, -0.7126758249668527] Predicted: 4.263185203169901 Movie Vector: [1.370565126161627, -0.4434410364750242] User Vector: [1.2678610044242502, 0.037187150030033735] Predicted: 1.7211957691312592 Movie Vector: [1.7183170937600567, -1.0322107909163667] User Vector: [2.0782500848629795, -0.466024158546756] Predicted: 4.0521278112080275 Movie Vector: [2.0078577255299406, -0.7998618655271651] User Vector: [2.2699689179096056, -0.08915788882010386] Predicted: 4.629088623815752 Movie Vector: [1.0304078868143687, -0.03557221423849387] User Vector: [0.9025064590454256, 0.47541045201990745] Predicted: 0.9130383708508442 Movie Vector: [1.564456946509854, -0.9462830512489663] User Vector: [1.780545943754834, -0.6715751627053422] Predicted: 3.421087664395026 Movie Vector: [1.1976148680180563, -0.3517780617584009] User Vector: [2.162970058812898, -0.6385039105364824] Predicted: 2.8150167695859 Movie Vector: [1.8207337005103572, -0.042299883118579865] User Vector: [2.3344791185550435, -0.7283100765243653] Predicted: 4.2812722354019455 Movie Vector: [-0.25857803809731994, 0.13786835628385827] User Vector: [1.7767054167482206, 0.18944596972975494] Predicted: -0.4332983964883932 Movie Vector: [1.6547601618625947, -0.7194165955929973] User Vector: [1.8410479654091851, -0.7116860271618823] Predicted: 3.558491568029211 Movie Vector: [2.3563236580585682, 0.046783745711590066] User Vector: [2.3035785615511513, 0.14207231432878537] Predicted: 5.434623337805719 Movie Vector: [1.6929196440210865, -1.3827144631199804] User Vector: [1.9860803205849438, -0.6573782957116743] Predicted: 4.271240866543644 Movie Vector: [1.8382261267041686, 0.22663525558614445] User Vector: [2.1299937463902188, -0.7209364203272499] Predicted: 3.7520205444487664 Movie Vector: [1.4754889787132952, -0.7818358251643353] User Vector: [1.741515155926205, -0.016067934642990295] Predicted: 2.5821489057715703 Movie Vector: [2.3705747911936403, -0.791619989430626] User Vector: [1.9127668876952522, 0.21546521107751387] Predicted: 4.363790397284432 Movie Vector: [-0.43674171081621904, -1.061215108505383] User Vector: [1.9689602134404383, -0.5391117525622255] Predicted: -0.2878135151551955 Movie Vector: [1.4790507385478466, 0.06367761454498466] User Vector: [1.9408945828106476, -0.37542732493601605] Predicted: 2.846775249662673 Movie Vector: [1.5801079458019236, 0.9566243265995495] User Vector: [1.4895791113046035, 1.382759414851293] Predicted: 3.6764770837542775 Movie Vector: [1.519991827534031, 0.4679906551515793] User Vector: [1.7543675808961063, 0.045096207868395466] Predicted: 2.6877289893179115 Movie Vector: [1.7082572548752353, -0.38444895326453987] User Vector: [1.9411700821640467, -0.6064550892856677] Predicted: 3.5491689000813174 Movie Vector: [1.9475888514099253, -1.1233500917485244] User Vector: [2.041026712790595, 0.3963237338107257] Predicted: 3.529870568522414 Movie Vector: [0.1907730683005495, 0.2592910593865094] User Vector: [2.082927976804992, -0.5964042632096028] Predicted: 0.24272426795389562 Movie Vector: [1.2647922527685376, -0.7191062376568635] User Vector: [1.7254160140462258, -1.0434502112195292] Predicted: 2.9326443629407715 Movie Vector: [1.4598491783252823, -0.5504207249551676] User Vector: [1.271566908328666, -1.640307702832009] Predicted: 2.7591552612515624 Movie Vector: [1.3728758810425838, -0.8679070539469877] User Vector: [1.7509527294667642, -0.020303191503749395] Predicted: 2.4214620542543415 Movie Vector: [-0.06209373474121094, 1.459054946899414] User Vector: [0.815495289700031, 0.001758416784930078] Predicted: -0.0480715214925775 Movie Vector: [2.30260020829363, 0.10002510865614646] User Vector: [1.9019965164090107, -0.4419987674063559] Predicted: 4.335326600121443 Movie Vector: [1.999646716382907, -0.32128084789269623] User Vector: [1.035133789583466, -0.527430964377121] Predicted: 2.2393553507975166 Movie Vector: [1.1351141653825008, -0.7334296058594935] User Vector: [1.7214258591793303, -0.7185317092960246] Predicted: 2.481007305756731 Movie Vector: [2.46960007519645, 0.4564086245954127] User Vector: [1.5933674338927202, -0.5481751093217208] Predicted: 3.68478848687407 Movie Vector: [2.250668538803553, 0.21770631333295154] User Vector: [1.5477551591422116, -0.6036635047889319] Predicted: 3.3520624863310156 Movie Vector: [2.2511726887358883, -0.3184854084058552] User Vector: [2.0271088082074242, -0.35998004718955756] Predicted: 4.678020378479634 Movie Vector: [2.258614965959099, 0.11707989168408142] User Vector: [1.3526421542633909, -1.1682592840002604] Predicted: 2.918318142776778 Movie Vector: [-0.898159246240444, 0.41886813631183983] User Vector: [1.1311594365653508, -0.5957906254193156] Predicted: -1.265519015824755 Movie Vector: [-0.39139728108095173, 0.357267232634442] User Vector: [0.3757523239708438, -0.49596616622511713] Predicted: -0.3242608976495984
avg loss: 10.55862013913461: 63%|████████████████████████████▉ | 44121/70000 [01:11<00:39, 653.94it/s]
Movie Vector: [2.1683979487641296, 0.024065853305384046] User Vector: [1.9257902099442763, 0.012120195603472734] Predicted: 4.176171223842637 Movie Vector: [0.7630688068957816, -1.335705114340315] User Vector: [2.0860555767036533, -0.13075485959006] Predicted: 1.7664538747128413 Movie Vector: [2.6711663764262115, -0.23134554369727725] User Vector: [1.8703962321689735, -0.87115188059573] Predicted: 5.197676631423361 Movie Vector: [1.6417721186579142, -1.2935455021635558] User Vector: [2.1777121165455893, -0.12526520457974016] Predicted: 3.7373432773697832 Movie Vector: [1.8030707230313252, 0.033113439794062] User Vector: [2.2814619706207115, -0.8237569908317037] Predicted: 4.086359857414715 Movie Vector: [2.271425765716914, -0.22533583929913256] User Vector: [1.5541183053478842, 0.24297743260714577] Predicted: 3.475312838032211 Movie Vector: [2.3040460397179214, 0.2631708306126294] User Vector: [1.5673801207627815, 0.15372681881162223] Predicted: 3.651772374570176 Movie Vector: [2.271610737489628, -0.6931818935556948] User Vector: [0.9639090520759275, -1.7062167778571675] Predicted: 3.3723447295506537 Movie Vector: [1.618740875912052, -0.4382499694697272] User Vector: [2.1409405135725637, 0.35087378480359416] Predicted: 3.3118574967381473 Movie Vector: [1.7559622638206203, 0.27852445285783345] User Vector: [1.8029882940399413, 0.5639370071263548] Predicted: 3.3230496528006053 Movie Vector: [1.7027370573561789, -0.9718642802298644] User Vector: [2.082703701326893, -0.14177755381160687] Predicted: 3.684085312030044 Movie Vector: [1.7808771510648798, -0.5811338095742371] User Vector: [1.9598583358566426, -0.7956915077001498] Predicted: 3.9526701667667905 Movie Vector: [1.7989126553848982, -0.341025059173397] User Vector: [2.1227748998590426, -0.03052082486115812] Predicted: 3.8290949979941393 Movie Vector: [1.610842047002652, -0.9637782928178881] User Vector: [1.7817445516196608, -0.6061996327340887] Predicted: 3.4543510879101276 Movie Vector: [2.492201224387581, 0.4486330248403855] User Vector: [1.6178579323362934, -0.40228112454645715] Predicted: 3.8515509221122017 Movie Vector: [1.4360542272630514, -0.011751878546721658] User Vector: [1.812563122881242, -0.3376311536140843] Predicted: 2.6069067351055875 Movie Vector: [2.294578996831918, -0.38453154794360117] User Vector: [1.5525132622608162, -0.23074683937469664] Predicted: 3.6510937632145173 Movie Vector: [2.1200469913570683, 0.6012934720913792] User Vector: [1.8594584269939771, -0.10151115773393957] Predicted: 3.8811012472122717 Movie Vector: [0.35849957566285184, 0.3639818127149888] User Vector: [2.3942721658663717, -0.6757595623164295] Predicted: 0.61238136503305 Movie Vector: [1.2867297164483849, -0.39114024018204313] User Vector: [1.9546637859417753, -1.1560144951079407] Predicted: 2.96728776630723 Movie Vector: [2.010846683701282, -1.3509159223420157] User Vector: [1.2460526030963222, -0.03390359938118259] Predicted: 2.551421656882334 Movie Vector: [1.776406747878213, -0.46703949812953993] User Vector: [1.194801746257474, -0.336198137177379] Predicted: 2.2794716936878587 Movie Vector: [-0.4631895650180857, -0.8036289093362221] User Vector: [2.0911218326579926, -0.8876640529198145] Predicted: -0.25523331736375665 Movie Vector: [2.1447355411716282, -0.2622812864393515] User Vector: [2.577775189283745, -0.29766071533139626] Predicted: 5.606716900946846 Movie Vector: [1.2948932632167587, 0.75190929245686] User Vector: [1.1803538135915745, -0.742308719433721] Predicted: 0.9702833774179727 Movie Vector: [2.1222130559123698, -0.429615335089661] User Vector: [1.8453961132109875, -0.8828606458942253] Predicted: 4.2956141970096215 Movie Vector: [2.043938166110487, -0.03331971603320705] User Vector: [1.7933393025824371, -0.8187951818921533] Predicted: 3.692756668284211 Movie Vector: [2.3527959135572707, 0.5562282449367394] User Vector: [1.6167837649357946, 0.967449895609451] Predicted: 4.342085192745753 Movie Vector: [1.8732449657472852, -0.6186346250071476] User Vector: [1.690751252902572, -0.6965482290361938] Predicted: 3.598100125299857 Movie Vector: [2.1715852146421097, -0.49895659784913715] User Vector: [1.8562367179407586, -0.15042528310990833] Predicted: 4.106031899046961 Movie Vector: [1.3664247129035563, -1.6925445597629365] User Vector: [1.4277295225183053, -0.4261707036874942] Predicted: 2.672197808967618 Movie Vector: [1.9904982917723824, -0.4145884690624281] User Vector: [1.6134450856884701, -0.9590019979950388] Predicted: 3.609150857108018 Movie Vector: [1.6828711207825606, -1.1933937264324437] User Vector: [-0.006191003854590232, -0.1827880110827697] Predicted: 0.20771940409769793 Movie Vector: [2.6602378980832633, -0.3871867217685944] User Vector: [1.396563153802965, -0.5510546863113848] Predicted: 3.928551286321459 Movie Vector: [2.1176555853120163, -0.611700495097091] User Vector: [1.9850662991204504, -0.7388045534019995] Predicted: 4.655613846643063 Movie Vector: [1.4121964380858456, 0.15219123857596162] User Vector: [0.8062869116014093, 0.6758619969566876] Predicted: 1.2414957790620085 Movie Vector: [1.218630842898998, -0.06673721408434498] User Vector: [1.8952127954558966, -0.2768291355658551] Predicted: 2.328039571684428 Movie Vector: [2.153130851947377, 0.02396976796921363] User Vector: [1.9544956291622313, -0.25785121560096635] Predicted: 4.202104205336965 Movie Vector: [0.9354684422553141, -0.9105309885690629] User Vector: [1.775399504823477, -0.1253521770029536] Predicted: 1.7749672508038574 Movie Vector: [1.8277392316177488, -0.5998873737692703] User Vector: [1.7057234705123956, -0.05331402994111911] Predicted: 3.1496001187531197 Movie Vector: [1.6199207816782164, -1.010146526910783] User Vector: [1.629236162507841, 0.10922297976501605] Predicted: 2.528902304239642 Movie Vector: [1.861740336712925, -1.164208314317534] User Vector: [1.7792872899130467, -0.3567040662402749] Predicted: 3.727848757899544 Movie Vector: [1.9128481207279604, 0.13227898964373594] User Vector: [1.0583445144894497, -0.2996495547800624] Predicted: 1.9848149752703874 Movie Vector: [1.5729332404276777, -0.3421713919017571] User Vector: [2.1114155736481934, -1.156303995548446] Predicted: 3.716769887766292 Movie Vector: [1.4989399394998844, -0.40104550558986585] User Vector: [0.22785586697757415, -1.9430065990895804] Predicted: 1.1207763233583852 Movie Vector: [1.8487294956874754, -0.6233601177662147] User Vector: [1.3190642583493373, -0.2685374693062612] Predicted: 2.605988549608936 Movie Vector: [1.8341991399289268, -0.7273306179151796] User Vector: [1.882530990505036, -0.5335377714582503] Predicted: 3.8409950806697046 Movie Vector: [2.2133531627693426, -1.0371816205999262] User Vector: [1.8785194834179493, 0.1363496669725787] Predicted: 4.0164076713880705 Movie Vector: [2.086027494159597, 0.4756258404116152] User Vector: [1.6133783251128537, -0.5973158008572372] Predicted: 3.081452714892713 Movie Vector: [1.9661891683400965, -1.0626048496270368] User Vector: [1.4098274885689785, -0.4473880160289285] Predicted: 3.2473842127498047 Movie Vector: [1.9504945604883264, -1.0576243966807812] User Vector: [1.6891827932015242, -0.3340751926955649] Predicted: 3.648067923930713 Movie Vector: [1.9098741159929147, 0.018645287966010733] User Vector: [1.9968950707361197, -0.4171533629399095] Predicted: 3.806040263374751 Movie Vector: [-0.2380657196044922, -0.5723285675048828] User Vector: [2.106330214133241, -0.4628653884804855] Predicted: -0.2365339334156868 Movie Vector: [2.0427567092020094, 0.28014248132611225] User Vector: [1.387815068872702, -0.35483763827817333] Predicted: 2.735563446616216 Movie Vector: [2.4652926717088866, -0.19450915349099843] User Vector: [1.5094689400543406, 0.11430086604283139] Predicted: 3.6990501513908676 Movie Vector: [2.0380629318891885, -0.20762827478629084] User Vector: [2.0072101318690994, -0.8933526408436367] Predicted: 4.276305833868963 Movie Vector: [1.5494593894266122, 0.06859080667260793] User Vector: [1.8479762194376697, -0.15929240862776844] Predicted: 2.8524381098401896 Movie Vector: [1.9517423015491762, -0.5938873116949869] User Vector: [1.8571206940845217, -0.335930921939653] Predicted: 3.824126129873087 Movie Vector: [1.876826317950494, -0.3103045902947143] User Vector: [1.9398176855596159, -0.7441162707650908] Predicted: 3.8716035788154954 Movie Vector: [1.6815360145386926, -1.2328124411728427] User Vector: [1.7290998832560296, -0.49769768941450443] Predicted: 3.5211116298828413 Movie Vector: [2.2156022579339982, 1.1026565821705763] User Vector: [1.2182539527773573, -0.6555450778612757] Predicted: 1.9763251134972726 Movie Vector: [1.3541513027371, -0.8640603108113829] User Vector: [1.3887790061686722, -0.2146626543379855] Predicted: 2.0660983802441186 Movie Vector: [1.917840622103596, -0.1328655373439203] User Vector: [1.698686305036121, 0.02977037803711957] Predicted: 3.2538541427344994 Movie Vector: [2.2253179114069264, 0.42405680304773] User Vector: [1.897853882173045, 0.390808612877655] Predicted: 4.3890532882132645 Movie Vector: [1.0347481515426886, -0.18766211103438002] User Vector: [0.9236115109890433, -0.509512813169615] Predicted: 1.0513215538579377 Movie Vector: [2.29649954365605, -1.0311465587099904] User Vector: [2.142124964906251, -0.7013624908835693] Predicted: 5.642596523244296 Movie Vector: [2.109511552014831, -0.01817226218923824] User Vector: [1.6257854588939018, 0.3257573752468082] Predicted: 3.423693458201356 Movie Vector: [1.7822222685056737, -0.7277304376321937] User Vector: [1.540534421556318, -0.4239611495662887] Predicted: 3.0541041844101002 Movie Vector: [1.372591664422001, -0.585808178456932] User Vector: [1.8171650793326783, -0.8771456282404756] Predicted: 3.008064723491793 Movie Vector: [2.0887737595220135, -0.10152191194809199] User Vector: [1.9508726505962053, -0.4361743523035748] Predicted: 4.119212854923091 Movie Vector: [2.3796430071427346, 0.37571376220275465] User Vector: [2.0046441807783197, -0.09160006949836373] Predicted: 4.73592209986924 Movie Vector: [1.509929548478137, -0.6996728809923225] User Vector: [-0.29292832082389164, -0.7977276857225976] Predicted: 0.11584730091879025 Movie Vector: [1.2843234037870885, -0.5481195285730366] User Vector: [2.317499305174906, -0.3563345070630605] Predicted: 3.171732497922158 Movie Vector: [0.6965271622311991, -0.22172317782235051] User Vector: [2.225237093424703, -0.11274871798453509] Predicted: 1.5749370820216373 Movie Vector: [1.5851697783819076, -0.5921763508213972] User Vector: [1.867419335061808, 0.31641911287527735] Predicted: 2.77280077791339 Movie Vector: [2.322826659828302, -0.43417553374373935] User Vector: [1.554488830107796, 0.5223539352998958] Predicted: 3.3840147983177213 Movie Vector: [1.7725391587967827, 0.006754385272575986] User Vector: [1.9781940526844422, -0.5714718608446959] Predicted: 3.5025664809614985 Movie Vector: [1.751318029703936, 0.1684112538453953] User Vector: [2.104688346625903, -0.2146038957235744] Predicted: 3.649836937194797 Movie Vector: [2.173921108844414, -0.39451231873557224] User Vector: [1.8291225035192105, 0.2658904706566376] Predicted: 3.87147095495431 Movie Vector: [2.1973933417875227, 0.5594440027048647] User Vector: [1.5291481776692188, -0.8241215732110269] Predicted: 2.8990901525842583 Movie Vector: [2.2338533621221957, -0.4359867239069674] User Vector: [1.719392855235511, 0.12821079654325668] Predicted: 3.784973305322331 Movie Vector: [2.0274962675449917, -0.3544404296198044] User Vector: [1.713863331602246, 0.2531888940215157] Predicted: 3.385111127533829 Movie Vector: [0.877984835468475, -0.3030881129887663] User Vector: [1.6624813267105176, 0.2632620494577923] Predicted: 1.379841796309628 Movie Vector: [2.1348271768571716, 0.24926030682947772] User Vector: [1.6905439879151338, -0.3476811809111293] Predicted: 3.5223561312409863 Movie Vector: [1.2896070802834283, -0.39284195191627214] User Vector: [-1.3186999839102012, 0.5792495226562444] Predicted: -1.9281583491470864 Movie Vector: [2.046320290094699, 0.6053183444372193] User Vector: [0.7846553951969564, 0.15735939783971675] Predicted: 1.7009087861057817 Movie Vector: [2.4358680523818586, -0.3961903034169083] User Vector: [1.7700809730548608, -1.0298052630002268] Predicted: 4.719682552001718 Movie Vector: [0.8396613506533321, -0.7631795717303205] User Vector: [1.9025882091222908, -0.3383678694424826] Predicted: 1.8557652310971418 Movie Vector: [1.1457616084208606, -0.9333775327822392] User Vector: [1.519720693538077, -0.505511702143701] Predicted: 2.2130708915180906 Movie Vector: [1.5410022328938482, -0.31854528196695653] User Vector: [2.31697187345569, 0.24473924593127172] Predicted: 3.4924982984439037 Movie Vector: [2.021378156737705, -0.6082817328471829] User Vector: [1.7685452036980662, -0.11482521154595846] Predicted: 3.6447447226122263 Movie Vector: [1.04126895459957, 1.1407640595798656] User Vector: [0.5932209210087266, 0.04056149344619785] Predicted: 0.6639736221916576 Movie Vector: [2.3813644326417993, 1.0134595986700936] User Vector: [1.640333790709687, -0.6798979839332716] Predicted: 3.217183408922927 Movie Vector: [1.8282160864750439, 0.08818865996392536] User Vector: [2.0502314492741034, -0.5977311968965984] Predicted: 3.6955530032870145 Movie Vector: [0.7083896978227338, -0.5740828834386597] User Vector: [0.39630106928783176, -1.1369069844877955] Predicted: 0.9334144345759385 Movie Vector: [1.941916279341886, -0.2918655004382277] User Vector: [2.139498113907842, 0.6279361605320414] Predicted: 3.9714533152819556 Movie Vector: [1.7181878667474415, 0.1741321445555852] User Vector: [1.2750824873178797, -0.22732984136916262] Predicted: 2.151245826012636 Movie Vector: [1.005382713890995, -1.7085097470344612] User Vector: [1.4897018591370421, -0.7712800161111364] Predicted: 2.815459923246433 Movie Vector: [1.5288912508116186, -1.459532800264474] User Vector: [0.5333616476245117, -0.6472377147987246] Predicted: 1.760116630888547 Movie Vector: [1.7572424673590363, -0.9534269285483759] User Vector: [1.9225899045336294, -0.7207577842457163] Predicted: 4.065646508022976 Movie Vector: [1.504026543592325, 0.9806708918863508] User Vector: [1.1615479444019994, -1.1559781529623951] Predicted: 0.6133648137689409 Movie Vector: [1.9129642550283705, -0.548514516570705] User Vector: [1.4078244963880107, -0.8310791177915807] Predicted: 3.1489768994710383 Movie Vector: [1.0070551725466599, 0.24816711337729802] User Vector: [1.899617190195566, 0.19105917200187647] Predicted: 1.9604339204449592 Movie Vector: [1.01951913252056, 0.9849525230903547] User Vector: [1.5778501354261953, 0.41974404963419576] Predicted: 2.0220763620565267 Movie Vector: [1.8573945226345976, -0.35599084565697797] User Vector: [2.114051828823147, 0.8842203474620549] Predicted: 3.611853938181643 Movie Vector: [1.2542138986845452, -0.3856675656289301] User Vector: [1.9098465465864793, -0.14001067563530634] Predicted: 2.4493536595177736 Movie Vector: [2.4195921706654677, -0.25001934973268103] User Vector: [1.594438449747514, -0.3588170630315814] Predicted: 3.947601998389217 Movie Vector: [1.674024834522207, -0.6565879340312557] User Vector: [2.177753062177667, 0.2726114176720883] Predicted: 3.4666193420195506 Movie Vector: [2.2156831371330252, 0.012602676954259394] User Vector: [1.6345063561514963, -0.39928416239831654] Predicted: 3.616516121549959 Movie Vector: [2.1422927470474606, 0.272479328426122] User Vector: [1.4484034320546413, -0.6160105176243191] Predicted: 2.935054035143605 Movie Vector: [-0.07339817518348235, -0.7629076819735442] User Vector: [0.9212217912545473, -0.5090794131683806] Predicted: 0.32076459662339873 Movie Vector: [1.7108732045402621, -0.6529143240420937] User Vector: [2.119413693331791, -0.5366806317929926] Predicted: 3.976454569190679 Movie Vector: [1.94456031985109, 0.02274435515028611] User Vector: [1.4850092801939876, -0.15595858722495667] Predicted: 2.8841429433792762 Movie Vector: [2.1024369297126078, -0.14475182434439754] User Vector: [1.9349135731703617, -0.2580692131918052] Predicted: 4.105389741452184 Movie Vector: [2.05644782462716, 0.09162154138294765] User Vector: [2.148461069381209, -0.34421499053261945] Predicted: 4.386660584425413 Movie Vector: [2.1748510537708343, -0.09291686659365017] User Vector: [1.7234023661154043, 0.05117660816442237] Predicted: 3.743388281943707 Movie Vector: [2.3112701529092106, 0.04400508825573887] User Vector: [1.824042038650452, -0.16050340952454475] Predicted: 4.208790954882983 Movie Vector: [1.097853336726229, -0.7178767507879767] User Vector: [2.0822295605665393, 0.37255833651144443] Predicted: 2.0185317028041556 Movie Vector: [1.9035262552471637, -0.5429429950124378] User Vector: [1.6137475607766403, -0.4584443071068599] Predicted: 3.320719976426403 Movie Vector: [2.275426441542763, 0.2258523732713857] User Vector: [1.6815776913262765, -0.18602460666311163] Predicted:
avg loss: 10.538873091023033: 63%|████████████████████████████▍ | 44251/70000 [01:11<00:41, 614.76it/s]
3.784292243450505 Movie Vector: [1.1814029378834738, 0.2657026146654285] User Vector: [2.1307174315900754, 0.3408525392627882] Predicted: 2.6078012443775185 Movie Vector: [2.122250762543158, -1.0514529879984191] User Vector: [2.2574934651564313, 0.14115731548155522] Predicted: 4.642546946723516 Movie Vector: [1.8327377849327635, 0.24255363423433715] User Vector: [1.141580586785731, 0.3188694017460893] Predicted: 2.169560808187568 Movie Vector: [2.308789545643093, 0.4842062578459136] User Vector: [2.3494298493490122, -0.5615816357435186] Predicted: 5.152417732080471 Movie Vector: [0.37880330641404447, 1.334139094103749] User Vector: [2.332591314387228, -0.14692243053323958] Predicted: 0.6875783440274267 Movie Vector: [2.0195200479482622, -0.5856359153845803] User Vector: [1.8662045014602817, -0.7319454541510221] Predicted: 4.1974909503236475 Movie Vector: [2.2766945945625676, -0.4450260959908822] User Vector: [1.7028622126765869, 0.00441358451206908] Predicted: 3.874933034600907 Movie Vector: [1.9255075318969725, -0.09051907338198811] User Vector: [1.9320620220977807, -0.2788471500790868] Predicted: 3.745440961281739 Movie Vector: [2.5030088527069765, 0.445945703050809] User Vector: [2.0239572280578906, -0.17330044805992267] Predicted: 4.988700269180071 Movie Vector: [2.273899657155568, 0.10669473613309735] User Vector: [1.789684669323192, -0.4496513246763243] Predicted: 4.021587926552344 Movie Vector: [1.5862104116365503, -0.6710422914451832] User Vector: [0.4630095133098771, -0.11975527173050017] Predicted: 0.8147913626535743 Movie Vector: [2.2400970073776247, 0.06978277357789421] User Vector: [1.846635009462126, -0.8690939582459503] Predicted: 4.075993771508667 Movie Vector: [-0.32504095449989245, -0.6302548185871055] User Vector: [2.355593071282388, -0.8223955712782316] Predicted: -0.24734544872015973 Movie Vector: [1.689578193288707, -0.27594425320443794] User Vector: [1.4401780996324525, -0.8703157039496384] Predicted: 2.67345212856944 Movie Vector: [1.8270403748571982, 0.9301475229666246] User Vector: [2.079458530496919, -1.283029127292045] Predicted: 2.6058483284143636 Movie Vector: [2.307015007534145, 0.2678324855031809] User Vector: [2.071578978632836, -0.16020052030461646] Predicted: 4.7362568894661194 Movie Vector: [2.2145968411557173, -0.2587445385050547] User Vector: [1.7599523623393039, -0.23834908885164716] Predicted: 3.9592564672191846 Movie Vector: [1.7479571314217526, -1.3603107528148983] User Vector: [0.46556713115903064, -1.0083126482931937] Predicted: 2.1854099247374923 Movie Vector: [1.932382960474345, -0.7551573984947682] User Vector: [1.7488095989768444, -0.5864944155210199] Predicted: 3.8222654672333896 Movie Vector: [2.0540885172447876, -0.5636302011649965] User Vector: [2.4185926397091837, 0.9491939985083873] Predicted: 4.433008964795505 Movie Vector: [2.092071900386665, -1.353125963233795] User Vector: [0.14023411886492354, -1.1128467101248207] Predicted: 1.799201636121998 Movie Vector: [1.5766605868657486, -1.1452434854253273] User Vector: [1.885433702203474, -1.1224079263280333] Predicted: 4.258119373029521 Movie Vector: [-1.8305824435451656, -0.806531429106678] User Vector: [1.696474842685606, -1.0528149034977738] Predicted: -2.256408754233448 Movie Vector: [-1.5781267111828554, 0.07816778773661472] User Vector: [1.65375206291099, 0.8814415607244449] Predicted: -2.5409299673326444 Movie Vector: [2.378542714744657, -0.36283932382857215] User Vector: [2.0790676348520782, -0.629396029621434] Predicted: 5.173520806147045 Movie Vector: [2.1882807598257363, 0.8279482647192672] User Vector: [1.9565579170850504, -1.1565902733003974] Predicted: 3.3239011356716865 Movie Vector: [1.643143462250431, -0.2785458647038779] User Vector: [1.7206488463337175, -0.5035793795065852] Predicted: 2.967542856393699 Movie Vector: [2.036241845715598, -0.31430387289314965] User Vector: [2.0737062788500515, -0.4031563473448354] Predicted: 4.349281102069591 Movie Vector: [2.362907125557465, -0.44480264497487354] User Vector: [1.7961049859959544, -0.45547498780170054] Predicted: 4.446625748953227 Movie Vector: [-0.8388672420419422, 0.8071742153202484] User Vector: [2.090326526394213, 0.07581930639463905] Predicted: -1.692307059018208 Movie Vector: [1.780542556252757, -0.24429356280523395] User Vector: [1.8713206300116063, -0.4944293820828985] Predicted: 3.4527519334340067 Movie Vector: [1.556933255629535, -0.4444894641530196] User Vector: [1.76543822384973, 0.1281536221717945] Predicted: 2.6917065466227745 Movie Vector: [2.3485886508941385, -0.4737951026905973] User Vector: [1.6911936449223675, -1.0169743568113632] Predicted: 4.453755670748108 Movie Vector: [2.140129209475433, -1.2195882433455858] User Vector: [1.2877694956348942, -0.2792247760486457] Predicted: 3.0965323667994156 Movie Vector: [-0.17125221601120016, 0.662130498963865] User Vector: [1.4642905741918157, -1.3225208210813197] Predicted: -1.1264443768673358 Movie Vector: [2.2964529592259453, -0.46267803077933867] User Vector: [1.9380699297151363, -1.1606414543030872] Predicted: 4.987689727798965 Movie Vector: [0.95412200744344, 0.11631975739229428] User Vector: [1.8997126013136731, -0.5367690701559554] Predicted: 1.750120752714773 Movie Vector: [0.4513922990442244, -0.003832076450832174] User Vector: [1.560294185785211, -0.5385642898824228] Predicted: 0.7063685992394402 Movie Vector: [2.0212845788080043, 0.3820419859731458] User Vector: [1.8482568394542684, -0.7267408534447389] Predicted: 3.458207528327487 Movie Vector: [1.675164865392354, -0.950535031599741] User Vector: [1.9696467266887574, -0.933470476147495] Predicted: 4.186779382326348 Movie Vector: [0.6133216488185849, -0.7420999468432495] User Vector: [2.1284132023569735, -0.20489928366449317] Predicted: 1.4574576421524637 Movie Vector: [2.173117874949714, -0.440515616280293] User Vector: [2.132153418861903, -0.6089900106141589] Predicted: 4.901690316498184 Movie Vector: [1.6855459794604413, -0.6046338816387214] User Vector: [1.9502173577610202, 0.26307832107715284] Predicted: 3.128114960000176 Movie Vector: [1.0320266152809543, -0.6184163837591004] User Vector: [1.3279392591844221, 0.06259401090299353] Predicted: 1.33175949708719 Movie Vector: [2.175192360466451, -0.3012790823725883] User Vector: [1.7156214819173146, -0.7518101959484841] Predicted: 3.958311426872389 Movie Vector: [1.8997733669101429, 0.28226219472546804] User Vector: [1.7801342379535634, -0.32837994395672565] Predicted: 3.2891623711040108 Movie Vector: [1.7983862013098408, -0.05395265834543188] User Vector: [1.4912619828180864, -0.34815571543666163] Predicted: 2.700648898803963 Movie Vector: [0.861092213603368, -1.8016474950158847] User Vector: [1.5568213205388244, -0.21792097002451322] Predicted: 1.7331834868437905 Movie Vector: [1.9287713526256074, 0.650175370579366] User Vector: [1.6484543904954936, -0.9662938676454065] Predicted: 2.551231131012693 Movie Vector: [0.9560646620719615, -0.07289024145925242] User Vector: [1.412682649606735, -0.4205687347855731] Predicted: 1.381271316639919 Movie Vector: [1.767221092834614, -0.639534819718155] User Vector: [1.9233955968669698, -0.9320043062935595] Predicted: 3.9951144746505265 Movie Vector: [2.6545283632291166, -0.2235962570826342] User Vector: [1.600002180344641, -1.11086466586059] Predicted: 4.495636350365056 Movie Vector: [2.01887590507039, -0.4314555989650907] User Vector: [2.1097989883948935, 0.21293601249199073] Predicted: 4.167549907401365 Movie Vector: [2.247238164994631, 0.22614160339294764] User Vector: [1.753850159062307, -0.24864379348686572] Predicted: 3.885090306993896 Movie Vector: [2.098161462469639, -0.7258921098067038] User Vector: [1.955566845040382, -0.925481160573816] Predicted: 4.77489446378235 Movie Vector: [2.104244142745735, 0.16146576835101067] User Vector: [1.7377486376160953, 0.6857865996010644] Predicted: 3.767378452497462 Movie Vector: [2.02461743032719, -0.529032946695977] User Vector: [2.401799709122291, 0.3964419841856135] Predicted: 4.6529946841560506 Movie Vector: [1.313328038048205, -0.10811355703778837] User Vector: [1.6965952700194529, -0.48768509217225386] Predicted: 2.280911507365557 Movie Vector: [2.237890800007762, -0.1395723050873127] User Vector: [2.3539314857454774, -0.1297603432693431] Predicted: 5.285952566017429 Movie Vector: [0.941570251670724, -0.3110664004772109] User Vector: [1.8690646612170678, -0.21652043409553826] Predicted: 1.827207915514873 Movie Vector: [0.7260319136970919, 0.46256268173622167] User Vector: [1.2915325993892726, 0.14437342872991055] Predicted: 1.0044756451015338 Movie Vector: [2.1972982277395885, 0.048512744908717126] User Vector: [1.2995411293780899, 1.1941830508748852] Predicted: 2.913412518178587 Movie Vector: [0.9749487994153471, -1.1376779434048738] User Vector: [1.5391264158766653, -0.8215811698082499] Predicted: 2.435264226915021 Movie Vector: [1.1312635072184356, -0.8156898776891836] User Vector: [1.9593208639435953, -0.336938025810728] Predicted: 2.4913451293734745 Movie Vector: [1.3229423268344944, -0.8707628935969509] User Vector: [1.9144433165465196, -0.3092205497996975] Predicted: 2.801955876488024 Movie Vector: [1.312953614159205, -0.38582580095268093] User Vector: [0.6545936447167202, -0.31037812450126434] Predicted: 0.9792029801203557 Movie Vector: [1.3348773893160841, 0.4219052274422915] User Vector: [1.66667668180503, -0.7870083931686327] Predicted: 1.892766062723088 Movie Vector: [1.3373703447702208, -1.2991149432825027] User Vector: [1.5429791615542967, -0.3896696537071949] Predicted: 2.569760243335871 Movie Vector: [1.9463700340380812, -0.7598482124858467] User Vector: [1.9804081191520309, 0.09829029077363731] Predicted: 3.779921316534168 Movie Vector: [1.0852574555901235, -2.344491728714863] User Vector: [1.4478857881829814, -0.4511375953674545] Predicted: 2.629017207319873 Movie Vector: [2.098103843705345, -0.291302984929499] User Vector: [1.858342946005454, -0.5719285619256492] Predicted: 4.065600975192135 Movie Vector: [2.1622477800170494, -0.18150550532740628] User Vector: [2.142602105671256, 0.28639836601109214] Predicted: 4.580853766299742 Movie Vector: [1.693105241413084, 0.9957600417468274] User Vector: [2.1863080194279463, 0.04209634867873442] Predicted: 3.74356742895464 Movie Vector: [1.2650694014065258, 1.4199143730187973] User Vector: [1.3518431848982826, -0.2795899653915267] Predicted: 1.3131816383035049 Movie Vector: [1.9659830865595422, -0.7588747905852545] User Vector: [2.4489228588078165, -0.620273141597024] Predicted: 5.285250571140309 Movie Vector: [0.5165637574131342, 1.3254620060226512] User Vector: [2.1758456207460575, -0.24271289377512123] Predicted: 0.802256270332762 Movie Vector: [2.292672085990803, 0.3678035334670462] User Vector: [2.163395229295112, 0.5571991690726903] Predicted: 5.164895676400414 Movie Vector: [2.062122107326795, -0.5228424102788511] User Vector: [1.7367555163877215, 0.21074641402476868] Predicted: 3.4712147822985493 Movie Vector: [1.5079550717897616, -0.4779206888504366] User Vector: [1.320719458288156, 0.16386805735327278] Predicted: 1.9132696706861925 Movie Vector: [2.3501738719640386, 0.22770595699356327] User Vector: [1.9763827002208216, -0.7471031023023567] Predicted: 4.474723156178092 Movie Vector: [2.0426292547622547, 0.39111324478223697] User Vector: [1.7326613116309237, -1.1192567376954616] Predicted: 3.1014285493076112 Movie Vector: [1.8445587476641894, 0.0500637315413722] User Vector: [1.9819538752030743, -0.9128637515281932] Predicted: 3.6101289921824127 Movie Vector: [1.6811745362693138, -0.5868001873867059] User Vector: [1.6697220114639042, -0.13430907400678077] Predicted: 2.885906718116409 Movie Vector: [1.6958660468611189, 0.5723193464538193] User Vector: [1.9510928059174082, -0.3749882605394331] Predicted: 3.09417900763054 Movie Vector: [2.092617933777873, -0.28961462671638394] User Vector: [1.990985654434313, 0.5236755710903698] Predicted: 4.0147081813218914 Movie Vector: [1.8056159710473736, -0.14059415434314812] User Vector: [1.7390932285841114, -0.49118353683661814] Predicted: 3.2091920426606335 Movie Vector: [1.0726077325095054, -0.7855879102511601] User Vector: [1.7220958063881286, -0.4898600338116247] Predicted: 2.2319613983317357 Movie Vector: [2.2383803642550224, 0.2731401786578458] User Vector: [1.8012923224059754, -1.1256368527687886] Predicted: 3.72452071368774 Movie Vector: [1.811142706426398, -0.37050729692936196] User Vector: [1.921414365397608, -0.5339224734913987] Predicted: 3.6777777863359207 Movie Vector: [1.8855814817894319, -0.0743096013962463] User Vector: [1.8662276003426415, -0.17779309095984683] Predicted: 3.5321359377306463 Movie Vector: [1.8965313605692322, 0.14938923510976962] User Vector: [1.3499659694354025, -1.1005299584241557] Predicted: 2.395845468031115 Movie Vector: [2.1034487862990225, -0.5178276287999563] User Vector: [1.3847511818214349, -0.2120925699239817] Predicted: 3.022580585298259 Movie Vector: [1.8496154994619098, -0.37535375167042245] User Vector: [1.8257042738836518, -0.8982735406065506] Predicted: 3.7140212659019967 Movie Vector: [2.1275000347211397, 0.6215986068420833] User Vector: [1.925242049169336, -1.1290597740034432] Predicted: 3.394130543892383 Movie Vector: [1.6875972075695813, 0.5739085674551011] User Vector: [1.4264863570578068, -0.0778297009779411] Predicted: 2.3626672606131507 Movie Vector: [2.2729204546190216, 0.6771507917137047] User Vector: [1.357247434526244, -0.9741364147652094] Predicted: 2.4252782114184797 Movie Vector: [2.101699959986356, 0.18535575418306066] User Vector: [2.0718994310538994, 0.9355547059455629] Predicted: 4.5279213994417855 Movie Vector: [-0.9005210953843391, -0.6825503068006655] User Vector: [1.8510704544425178, 0.35132253803635727] Predicted: -1.9067232993908665 Movie Vector: [2.601882775003083, -0.36416100756723874] User Vector: [1.4528086401554143, -0.7085850608879237] Predicted: 4.038076825916065 Movie Vector: [-1.1150816266707548, -0.5094805280769897] User Vector: [1.4868707914039236, -1.0897460045903642] Predicted: -1.1027779308394314 Movie Vector: [1.9141798159248666, -1.2152881616623115] User Vector: [2.046154814362906, -0.23428630168666253] Predicted: 4.201433614790413 Movie Vector: [1.7908973271874968, 0.6521470244311605] User Vector: [2.0921298464477545, -0.570898417924275] Predicted: 3.374480045630699 Movie Vector: [1.6123928103966825, -0.945539064059885] User Vector: [1.982110289650951, -0.2608387847751228] Predicted: 3.442573640873267 Movie Vector: [2.0323642651410063, 0.15002337790623121] User Vector: [1.892063468057742, -0.8536162703250852] Predicted: 3.7172997835494286 Movie Vector: [2.0024599726625247, 0.35194523081151596] User Vector: [1.8213016978734191, -0.6962268346157295] Predicted: 3.4020500341278126 Movie Vector: [1.492433427502547, 0.061089000428993734] User Vector: [2.0556587730606837, -0.017797427177348772] Predicted: 3.0668466414181648 Movie Vector: [0.6262038173910653, 1.2454947495385542] User Vector: [2.041598199960406, -0.7027232564399143] Predicted: 0.40321846011938567 Movie Vector: [2.4306910032935343, -0.5109750456377959] User Vector: [1.9857657641649393, -0.3561651063437725] Predicted: 5.008774459072628 Movie Vector: [2.097909511416813, -0.4234789618158463] User Vector: [1.885865977594851, -0.4233512736307977] Predicted: 4.135656529494191 Movie Vector: [2.3171896649170054, -0.034566257097172925] User Vector: [1.869923779003417, -0.15312356870616964] Predicted: 4.338260963532803
avg loss: 10.519795944831614: 63%|████████████████████████████▍ | 44313/70000 [01:12<00:43, 594.03it/s]
Movie Vector: [2.1585634194773924, -1.0491824178949154] User Vector: [2.021970473770176, 0.931151308834132] Predicted: 3.387603918315065 Movie Vector: [0.5934912247385025, -0.131128736194111] User Vector: [1.8873829529930792, -0.6964798483178817] Predicted: 1.211473742617024 Movie Vector: [1.6988242632781985, -0.4866786819124621] User Vector: [1.7153927282376527, 0.04977919096268463] Predicted: 2.889924316736721 Movie Vector: [1.9514722859730558, -0.26450183672337757] User Vector: [1.7591669928238112, -0.5170113166150805] Predicted: 3.5697160757456894 Movie Vector: [0.005639552261619718, 0.5965323509319318] User Vector: [2.120105991263051, -0.749703544901962] Predicted: -0.43526596960446945 Movie Vector: [1.5007588388852193, -0.41757129388202807] User Vector: [1.9404998932528539, 0.26656414012739316] Predicted: 2.800912833759499 Movie Vector: [2.059090922462662, -0.5899038228142928] User Vector: [-0.050768233907521665, -0.8834568762877258] Predicted: 0.4166181790252642 Movie Vector: [1.5030653368021458, -1.2362680293902877] User Vector: [2.0417013430322224, -0.3982162292049367] Predicted: 3.561112509764539 Movie Vector: [1.8404863887203258, 0.2422159203610865] User Vector: [1.6770674336462228, -1.6152761712048125] Predicted: 2.695374180146296 Movie Vector: [2.5040380104410414, 0.4458575818721767] User Vector: [2.121485352255163, -0.6037995054964804] Predicted: 5.043071373184553 Movie Vector: [2.025473287132791, -0.5775865315204893] User Vector: [2.0618112645176354, 0.3473128980457691] Predicted: 3.975540387255367 Movie Vector: [1.6101535152434607, -0.6173656395328949] User Vector: [1.92762047614008, -0.4178296613169365] Predicted: 3.3617185617869665 Movie Vector: [1.9912207330279568, -0.14258816790120393] User Vector: [2.1001074332960084, -0.5519182599948016] Predicted: 4.260474476289017 Movie Vector: [2.101207875302541, -0.26885800879984123] User Vector: [1.651648288702071, -0.9528841191947601] Predicted: 3.7266469183544504 Movie Vector: [1.1229073086022843, -0.3745677482707363] User Vector: [2.2916306908264543, 0.12424428683940293] Predicted: 2.5267509485893886 Movie Vector: [2.0029349154261373, -0.5791310482349391] User Vector: [2.146494145437309, 0.8780024074467235] Predicted: 3.7908096150767543 Movie Vector: [2.0257083398068607, -0.10382108819769502] User Vector: [1.9820783104620567, -0.06331270021584254] Predicted: 4.0216857570864235 Movie Vector: [1.9883295125852893, -0.5465652787727121] User Vector: [1.9050511770748177, 0.5632211674942332] Predicted: 3.4800323439410263 Movie Vector: [1.2033960166686268, -0.2705629916878651] User Vector: [1.6027006397435792, -0.1109158137378775] Predicted: 1.9586932801700974 Movie Vector: [2.179266247288001, 0.33859498283444556] User Vector: [1.9006856426916336, -0.19543822590864615] Predicted: 4.0759256650760465 Movie Vector: [2.155165206212117, 0.13751771280701733] User Vector: [1.5994905858677244, -0.9986827603456864] Predicted: 3.3098298893034164 Movie Vector: [1.9171196453162127, -0.7648547278433113] User Vector: [1.6059093831382585, -0.32062702591528214] Predicted: 3.3239535236576394 Movie Vector: [1.7078710361971599, -0.7973221666076606] User Vector: [1.8391046992155904, 0.07094432617748828] Predicted: 3.084388164468041 Movie Vector: [1.3682281341380107, -0.12389455023925797] User Vector: [1.9085997905257526, 0.011929408616139524] Predicted: 2.6099219414921317 Movie Vector: [2.0850905031053815, -0.7079034657171914] User Vector: [1.312531950795443, 0.07182645878398143] Predicted: 2.6859017065225848 Movie Vector: [1.7073212994763514, -0.48643210538187415] User Vector: [2.1380890744481196, -1.1934903062709215] Predicted: 4.230957019415175 Movie Vector: [2.040942095482805, -0.26280172591238626] User Vector: [2.4334145946116146, 0.3881810081714093] Predicted: 4.864443642991213 Movie Vector: [1.9389439351210052, 0.14738602539941612] User Vector: [1.3543299417567434, -1.1909960632237726] Predicted: 2.450433650697118 Movie Vector: [-0.21423518708274297, -0.8020688874836523] User Vector: [0.5909924223480395, -0.9209548598744647] Predicted: 0.6120578677159592 Movie Vector: [0.2556837099241918, -0.8614399709940607] User Vector: [1.1820854070389906, -0.7413032302240273] Predicted: 0.9408282154609671 Movie Vector: [2.083631620762178, -0.014073765108359176] User Vector: [1.6404846686583403, 0.14361150383164248] Predicted: 3.4161445744202976 Movie Vector: [1.3306531787520246, -0.4821249815335581] User Vector: [0.356424790856993, -0.06772977253491069] Predicted: 0.5069319962725493 Movie Vector: [1.8240447970159317, -0.5466926721241712] User Vector: [1.8181267372156131, -0.018117202658224953] Predicted: 3.3262491572663313 Movie Vector: [1.604834347265034, -0.253078097037725] User Vector: [1.3181035648506927, -0.56551404281243] Predicted: 2.2584570919279563 Movie Vector: [1.749411436839044, -0.09265959442462823] User Vector: [2.1718278113546226, 0.4508069744942229] Predicted: 3.757648820608458 Movie Vector: [1.716945709709286, -1.4898633453669674] User Vector: [2.0514546428869194, -0.8227134588848675] Predicted: 4.747966873900529 Movie Vector: [2.0486198634457993, -0.7721187312019457] User Vector: [0.2556195758810664, -0.6643230502042673] Predicted: 1.0366036112674686 Movie Vector: [2.3397315785407833, -0.19491019628914036] User Vector: [1.7230487747831182, -0.5039862156475088] Predicted: 4.129703681944944 Movie Vector: [2.4044592816604946, 0.47419885094186326] User Vector: [1.9261770121078492, -0.7519674803786608] Predicted: 4.274832079742588 Movie Vector: [2.1661300107276436, 0.09444464191259119] User Vector: [1.9296587355528634, -0.23830647827052168] Predicted: 4.157384927538105 Movie Vector: [1.2244988378503567, -0.8888221675269897] User Vector: [2.044114808390212, -0.9692207340207432] Predicted: 3.3644810809309362 Movie Vector: [1.961045146000577, -0.32721910294578915] User Vector: [1.829040556541791, -1.1222508520021945] Predicted: 3.9540530223167796 Movie Vector: [1.207619833297178, -0.6022302798688605] User Vector: [1.9168094193876692, -0.7027995425680769] Predicted: 2.738024236715878 Movie Vector: [1.3971024593599604, -0.2540189175670244] User Vector: [0.783502897584672, 1.0089060811702661] Predicted: 0.8383525944655408 Movie Vector: [1.4069142901472396, 1.0540373812847195] User Vector: [1.6396063006594033, 0.5571500371024335] Predicted: 2.894042500703299 Movie Vector: [2.0564341689791226, 0.1391640902088328] User Vector: [1.5711862030437378, 0.13918416322196292] Predicted: 3.250410431213974 Movie Vector: [0.23383584126734266, -0.37096084888035724] User Vector: [1.481686848577844, -0.005921390917801377] Predicted: 0.34866809493337797 Movie Vector: [1.1317045906366918, -0.4077070269613371] User Vector: [1.6968559398905683, -0.7026563843555733] Predicted: 2.206817602264308 Movie Vector: [1.5940131683650078, -0.29961681381513655] User Vector: [1.7639473775183134, -1.2275661620368101] Predicted: 3.1795548102838582 Movie Vector: [1.7201089962676406, 0.1583718014332585] User Vector: [0.6358075520847756, 0.6768797893810491] Predicted: 1.2008569618339702 Movie Vector: [2.3921505238691356, -0.41525044319142607] User Vector: [2.1322844564611225, -0.21195018270299285] Predicted: 5.188757786863411 Movie Vector: [2.192834855639866, 0.31666499525965247] User Vector: [1.927095204038841, 0.07694578556845391] Predicted: 4.2501675703750745 Movie Vector: [1.9227813018394446, -0.1563196713617968] User Vector: [1.5802244649734705, 0.3746052568874433] Predicted: 2.979867883313183 Movie Vector: [1.6658878911958064, 0.22577386036029648] User Vector: [1.697105879671573, -0.22706863658058657] Predicted: 2.7759219723745323 Movie Vector: [1.563536331178353, 0.07928287040659729] User Vector: [1.9084422066335502, -0.7011327786392743] Predicted: 2.9283309067990664 Movie Vector: [1.9977019346479568, 0.30887365424830987] User Vector: [1.5285217367208415, 0.11761356290140922] Predicted: 3.0898585615612015 Movie Vector: [1.7513073969276247, -0.9638197380099962] User Vector: [2.0744120655850504, -0.3553613178211954] Predicted: 3.975437446976323 Movie Vector: [1.376188857070575, -0.2819807974971603] User Vector: [1.4325146066577186, -0.44762011470824753] Predicted: 2.097630916194392 Movie Vector: [2.03926619945962, 0.019420911026499565] User Vector: [1.9439056317558614, -0.37741378160378825] Predicted: 3.956811330306225 Movie Vector: [2.664769838434452, -0.3948332051567384] User Vector: [1.8458751392494723, -0.14804454390737035] Predicted: 4.977285298364902 Movie Vector: [2.380637396121946, 0.48349876633577] User Vector: [1.7865391720312835, -0.260289646973604] Predicted: 4.127252239372702 Movie Vector: [1.429867027304978, -0.7814148982886661] User Vector: [2.19858603455675, -0.2898062083517347] Predicted: 3.3701445663284946 Movie Vector: [2.0700774048729067, 0.013205792169299199] User Vector: [2.4104882879232115, 0.5619474180338007] Predicted: 4.997318300353246 Movie Vector: [1.2287747978540513, 0.3086062798793387] User Vector: [1.7889923747937526, 0.14260841741650807] Predicted: 2.242278596878021 Movie Vector: [2.0978163004565125, -0.37310887145096183] User Vector: [1.7866944651059604, -0.04289846388773895] Predicted: 3.7641625702828474 Movie Vector: [2.351601982907447, -0.2347186402633616] User Vector: [1.9389256475312437, -0.15415289158112885] Predicted: 4.595763954549167 Movie Vector: [2.0976644178546504, -0.41787095874882724] User Vector: [2.0043185161441754, -0.1897367338000898] Predicted: 4.283673104225783 Movie Vector: [1.8589792320680607, -0.1190180083365955] User Vector: [1.8593695556763254, -0.5038997467461817] Predicted: 3.5165025330009523 Movie Vector: [1.5919007167813974, 0.14977871359949294] User Vector: [1.9515293263290772, 0.18798084717953334] Predicted: 3.134796462875069 Movie Vector: [2.0703682941244668, 0.013273606007958794] User Vector: [1.797885405054554, -1.3640832377341905] Predicted: 3.7041786356343285 Movie Vector: [1.7859737387223853, -1.44264608841085] User Vector: [1.9257333756296964, 0.9844361797606938] Predicted: 2.019116232633963 Movie Vector: [2.0053536465128547, -0.03904230117372588] User Vector: [1.8167725066870548, -0.023713546680658032] Predicted: 3.6441972026005884 Movie Vector: [2.666656621071418, -0.3949845306006986] User Vector: [1.3971807256106785, -1.4629551537516114] Predicted: 4.303645887477537 Movie Vector: [1.4246568606273204, -0.3365870480056951] User Vector: [1.9391213904543305, -0.026095561432329186] Predicted: 2.77136602048851 Movie Vector: [0.47100539575160394, -0.6389271208024987] User Vector: [1.5632916677527617, -0.10466552316341346] Predicted: 0.8031924520071614 Movie Vector: [0.7693135601275369, 1.8689076194334628] User Vector: [1.2778547026722564, -0.3023558646150335] Predicted: 0.4179957714790802 Movie Vector: [1.8932786502070853, 0.15344914385877678] User Vector: [1.8980873456539178, -0.9353001246382877] Predicted: 3.4500872443780466 Movie Vector: [1.8151118174824936, -0.6536770663665467] User Vector: [1.8672509769411394, -0.4435081159889159] Predicted: 3.679180398620982 Movie Vector: [1.283451102976268, -0.718313375325889] User Vector: [1.5662586186729508, -0.5386149246913463] Predicted: 2.397110656237825 Movie Vector: [1.1345975917971938, 0.7605541713755505] User Vector: [2.1835332529855513, -0.19932762545965912] Predicted: 2.3258321134327717 Movie Vector: [1.926769508032681, 0.2688188314854993] User Vector: [-0.0670168246717881, -0.140257338142909] Predicted: -0.16682978804961693 Movie Vector: [2.166965296820277, -0.5898247205776367] User Vector: [2.0095189195262027, 0.20755712121076583] Predicted: 4.232135440895021 Movie Vector: [2.026923184677757, 0.05903898775080196] User Vector: [1.9722036864905212, 0.011749691100234282] Predicted: 3.998199066923523 Movie Vector: [0.8368873245053939, -1.2236135776916288] User Vector: [1.3909424651150704, -0.23570491853735326] Predicted: 1.4524738568220932 Movie Vector: [2.05603502658067, 0.49789806395920466] User Vector: [1.7883396520509558, -0.26576983640314705] Predicted: 3.5445626770359717 Movie Vector: [2.199657800124731, 0.17424972524555465] User Vector: [2.0396359044753205, -0.37650209625857933] Predicted: 4.420895639866167 Movie Vector: [1.6850381233075564, -0.42738466706256045] User Vector: [1.8303330235334072, -0.25086889001589985] Predicted: 3.1913984400383772 Movie Vector: [1.694632795568638, 0.3206867445503504] User Vector: [1.5426940985107227, -0.32990044143113806] Predicted: 2.5085053142781906 Movie Vector: [2.12152461703055, -0.2805793302693259] User Vector: [1.766026954224523, -0.4767303255029152] Predicted: 3.8804303331754957 Movie Vector: [0.9893451482845752, -0.10677059798033592] User Vector: [2.0890304607834773, -0.4498587542848053] Predicted: 2.114803839196502 Movie Vector: [2.3075044993653506, -1.4074243084392917] User Vector: [1.8934555321795778, -0.45294517470272033] Predicted: 5.00664320911948 Movie Vector: [1.1357666506133686, -1.0956135181645603] User Vector: [2.1683199819489603, -0.03851326178622164] Predicted: 2.5049011735978057 Movie Vector: [0.9654635887056713, -0.38310380199623545] User Vector: [1.9920451908530639, 0.21383606719462067] Predicted: 1.8413256884786913 Movie Vector: [1.850237907963241, -0.19194497877381683] User Vector: [1.6739091090267422, 0.29856803888929273] Predicted: 3.0398214521191065 Movie Vector: [2.1157979327484884, -0.5394118992129091] User Vector: [1.6652974679224448, 0.21559609399764001] Predicted: 3.407137841515449 Movie Vector: [1.074552431911243, -0.012318332863599582] User Vector: [1.296082722315622, 0.26634297187387024] Predicted: 1.389427939838973 Movie Vector: [1.5813247249321802, -0.8725001654557938] User Vector: [1.967465125050583, -0.43982268103019245] Predicted: 3.4949466096543245 Movie Vector: [2.1627283009493317, -0.4982388533196602] User Vector: [1.5518897689048732, -0.6480563801537166] Predicted: 3.6792027908985645 Movie Vector: [1.668176675466516, -0.22080856397846554] User Vector: [2.2051599793418926, -0.35705825530221924] Predicted: 3.757437963820309 Movie Vector: [1.5519725212198054, 0.17669608502818737] User Vector: [1.247635332915, 0.9554503565412193] Predicted: 2.105120090626623 Movie Vector: [2.14621429009306, 0.29910669401835177] User Vector: [1.420413434488475, -1.112069175484272] Predicted: 2.715884276340512 Movie Vector: [1.897876502488378, -0.7427844623523123] User Vector: [2.2269329848933204, -0.11162673220594141] Predicted: 4.309358386911074 Movie Vector: [1.3120431405002473, 0.4878055490561015] User Vector: [1.8519518121595864, -0.23238929086071466] Predicted: 2.3164798860579188 Movie Vector: [1.490441151276877, -0.24449279937794371] User Vector: [2.1507398959021367, 0.7110968962401052] Predicted: 3.0316931757547803 Movie Vector: [2.0664331005364662, -0.12226582638848502] User Vector: [2.214482699890062, 0.14997851176365315] Predicted: 4.557743104936888 Movie Vector: [2.094301675231803, -0.004885017394310399] User Vector: [1.5491743834329157, -0.15056726486019067] Predicted: 3.245174030157607 Movie Vector: [2.1602260660592996, -0.5336600547587366] User Vector: [1.7290285700489403, 0.011221196464312161] Predicted: 3.729104281661355 Movie Vector: [2.553661124215861, -0.18781766724415427] User Vector: [-0.15883538861787633, 0.17080536963642134] Predicted: -0.4376920231410774 Movie Vector:
avg loss: 10.497775099677117: 63%|████████████████████████████▌ | 44445/70000 [01:12<00:41, 623.14it/s]
[1.9729930361791457, -0.7506687504113285] User Vector: [0.1789223199229859, 0.3078408728118923] Predicted: 0.12192596790583246 Movie Vector: [1.4525845700466193, -0.8357345523561728] User Vector: [0.6494739148080059, -0.30864980356881655] Predicted: 1.2013650927182875 Movie Vector: [1.483989554184335, 0.45030712033192605] User Vector: [1.9696796575410587, -0.26516065447667975] Predicted: 2.803580306137587 Movie Vector: [1.8086099297701757, -0.4670098892709056] User Vector: [1.754588453678087, -0.8230273330643064] Predicted: 3.557728003663576 Movie Vector: [1.622960281886495, -0.06686576364612763] User Vector: [1.5565676609266985, -0.2575135127801604] Predicted: 2.5434663274342393 Movie Vector: [2.2178236416102615, -0.2591815417812254] User Vector: [1.881545530327863, -0.6737814715585019] Predicted: 4.347567880549407 Movie Vector: [0.9220913266407597, -0.07700705771384299] User Vector: [2.3549630492083593, -0.06812954377007698] Predicted: 2.176737457943625 Movie Vector: [1.919791483284625, 0.6315483951939949] User Vector: [1.194271990748299, -0.7823618112348237] Predicted: 1.798653850217539 Movie Vector: [1.0122015745454331, -0.6193508608501035] User Vector: [1.6581522167135267, 0.028730418853742425] Predicted: 1.6605900749437825 Movie Vector: [1.8285056210479638, 0.17172413814835144] User Vector: [1.7769280684312536, -0.29726633090074855] Predicted: 3.198075156849994 Movie Vector: [1.8791681959787352, -0.5472419637493242] User Vector: [1.9804052896695368, -0.8702133113530302] Predicted: 4.197731876880683 Movie Vector: [2.135355321578889, 0.026314844645302794] User Vector: [1.6417939777136232, 0.26962228512203285] Predicted: 3.512908575792855 Movie Vector: [1.9664401567184402, -0.5965459779051442] User Vector: [1.4516173733222948, -0.0023945640915762553] Predicted: 2.8559471626687696 Movie Vector: [1.7548469899113686, 0.3016317768170541] User Vector: [1.5502968429485053, -0.5078287943147621] Predicted: 2.5673564467692582 Movie Vector: [1.4184605478267394, -0.8684356314486974] User Vector: [1.4660033210573102, -0.49027706936948895] Predicted: 2.505241950225481 Movie Vector: [2.5219423100480682, -0.1537084940586198] User Vector: [1.5946942856621766, -0.40424241721683146] Predicted: 4.083862483788339 Movie Vector: [1.8299744336909154, -0.34955822357905886] User Vector: [1.7343548998280023, -0.06869693787857772] Predicted: 3.1978387052019692 Movie Vector: [2.024721718981166, 0.86631215977184] User Vector: [1.685090311664692, -0.32585624531314794] Predicted: 3.1295457248198684 Movie Vector: [2.249091570225455, -0.37777084568367647] User Vector: [0.8858247698994408, -0.10205731148675543] Predicted: 2.0308552995462894 Movie Vector: [1.9915211502420023, 0.3083980678971015] User Vector: [1.8725674153273955, -0.34063113863637096] Predicted: 3.6242076278574613 Movie Vector: [1.891690044911742, -0.3983726083349962] User Vector: [0.9426080147762222, -0.9125550120398893] Predicted: 2.146659118201704 Movie Vector: [0.9877684232619983, -1.2212205891690746] User Vector: [2.0102552670520795, -0.8579355619704851] Predicted: 3.033395247948857 Movie Vector: [1.9206033492824566, -0.7322267413246158] User Vector: [0.983911052824801, -0.11853246907536674] Predicted: 1.9764955070235575 Movie Vector: [1.2224265507736085, -0.5957476099093927] User Vector: [2.2157131548523368, -0.5657705543228084] Predicted: 3.0456030448847775 Movie Vector: [1.692788617395673, -0.39119239380299425] User Vector: [1.9636845742230955, -0.8653439882260291] Predicted: 3.6626188816174947 Movie Vector: [2.1103859450176996, 0.22637718787201386] User Vector: [1.276159581352914, -0.7998524171923941] Predicted: 2.5121209031702145 Movie Vector: [1.7524792077758449, -1.4282838564489448] User Vector: [1.6769400211686671, -0.41536685590214645] Predicted: 3.532064294574265 Movie Vector: [1.7877907128051442, -1.4370302806716617] User Vector: [1.729249604003202, -1.045629824863308] Predicted: 4.594138102860878 Movie Vector: [2.1034971700501126, -0.5340282187661738] User Vector: [1.7952530238662807, -0.7636534377288738] Predicted: 4.184122140331644 Movie Vector: [0.4970471975091997, -1.1355216529640062] User Vector: [2.0375339361985487, -0.8904480397074186] Predicted: 2.0238735627445044 Movie Vector: [0.13670897856455588, -1.6327561124229797] User Vector: [1.7986020454545826, 0.17359222911925543] Predicted: -0.03754872468537773 Movie Vector: [1.9190197614796485, 0.05134680489705633] User Vector: [1.6515361186817994, -0.25619994683412345] Predicted: 3.156175399863043 Movie Vector: [1.5399319245567822, 0.35921585383423305] User Vector: [1.8833355568688679, -0.16563350872080362] Predicted: 2.8407103664165914 Movie Vector: [2.25496622635145, -0.5367566509407936] User Vector: [2.2268319678922177, -0.65726221021699] Predicted: 5.374220742102703 Movie Vector: [1.365486560891629, -0.11068296351860708] User Vector: [2.2696300626355344, 0.44562676545553087] Predicted: 3.049826057700619 Movie Vector: [1.815486176735635, -0.8843353755639146] User Vector: [2.1031861785038646, -0.5109307137062017] Predicted: 4.270139538767725 Movie Vector: [1.9977950147417416, -0.35882819334030946] User Vector: [1.8231977245688968, -0.5462125043267971] Predicted: 3.8383717711396996 Movie Vector: [1.9877093863406907, -1.2237073540892034] User Vector: [1.999684074110311, 0.09076510303293853] Predicted: 3.8637208797489873 Movie Vector: [0.5251604694472418, -0.9751967195137039] User Vector: [2.159380527138131, -0.08102697413791504] Predicted: 1.2130385307185096 Movie Vector: [1.4896525211589793, -0.3239692967652183] User Vector: [2.0252299777402873, -0.17307369007170764] Predicted: 3.072959503928655 Movie Vector: [0.47681410809304936, -0.010928310556944883] User Vector: [1.767329202396879, -0.3756888693454048] Predicted: 0.8467931419846622 Movie Vector: [1.2317320607503064, -1.3871374501561404] User Vector: [1.7270084423805818, -0.3631717508796449] Predicted: 2.6309808041505427 Movie Vector: [1.938932306331761, -0.9585126948931024] User Vector: [1.9277269087429065, -0.4198413767741055] Predicted: 4.1401552706260585 Movie Vector: [0.932066839940475, 0.42129182193718584] User Vector: [0.2605654256032613, -1.8428379698466342] Predicted: -0.5335081730119365 Movie Vector: [1.7603177500167055, -0.25897717917983637] User Vector: [1.2153558957227393, -0.35112284038095254] Predicted: 2.2303453585756614 Movie Vector: [1.504830280758846, -0.30487521707167325] User Vector: [1.9893847454845912, -0.8712831299556083] Predicted: 3.2593190384610455 Movie Vector: [1.6462772021432956, -0.15281437393043276] User Vector: [1.8485989645807535, -0.14844812723765477] Predicted: 3.0659913389199636 Movie Vector: [1.6151889117579563, -0.28751556195315797] User Vector: [0.9939023038855297, -2.01456742099588] Predicted: 2.184559464746749 Movie Vector: [1.7287529633686969, 0.3133902504302196] User Vector: [1.7156966535617975, -0.23416282903300026] Predicted: 2.8926313264546133 Movie Vector: [2.0738085911619732, 0.18095967089596404] User Vector: [2.23668231744287, -1.2864789730314046] Predicted: 4.4056501940387545 Movie Vector: [1.338561553456832, -0.48362777380170974] User Vector: [1.7138421629137206, -0.44544238152834964] Predicted: 2.5095115353050943 Movie Vector: [2.125761306529348, -0.035146952134885785] User Vector: [1.1102446539097266, -0.6016098343578856] Predicted: 2.381259878114417 Movie Vector: [1.9166356490319247, 0.46222711968137886] User Vector: [1.7561538235220655, -0.8353274557643141] Predicted: 2.979796019477397 Movie Vector: [2.103325305217436, -0.2226327509680015] User Vector: [2.4236869578846183, -0.6105320155622947] Predicted: 5.233726532622857 Movie Vector: [2.027083015986122, 0.0590399399691323] User Vector: [1.4358325750298966, 0.029964995652924514] Predicted: 2.9123209581872467 Movie Vector: [2.1916252458823298, 0.1273658625332394] User Vector: [2.3210683728968515, 0.2530177607308763] Predicted: 5.119137868791478 Movie Vector: [2.6475654529086627, -0.37499461638066506] User Vector: [1.6320701878385089, -0.43960388303977066] Predicted: 4.485861735523338 Movie Vector: [1.965920031528948, -0.7376860744844161] User Vector: [-1.4102969216611176, -0.0685162786592119] Predicted: -2.7219874640548083 Movie Vector: [1.3547144270687377, -0.5544310861338703] User Vector: [2.2574611785923233, -0.7095087085349187] Predicted: 3.451588911081071 Movie Vector: [1.193047630119966, 0.006395122661214236] User Vector: [1.5429710295161339, 1.1324863881479896] Predicted: 1.8480803194723494 Movie Vector: [2.376466757490021, 0.07234348607467701] User Vector: [2.0593670771509105, -0.9403266114564588] Predicted: 4.825990895196978 Movie Vector: [2.093099522206131, -0.38738050721952133] User Vector: [2.322721502343953, -0.8861335846920873] Predicted: 5.204958144276308 Movie Vector: [2.0017058093176674, -0.31352663160185545] User Vector: [2.109402457647934, 0.28137725042734174] Predicted: 4.134183892126958 Movie Vector: [0.35550522931261513, -0.23764740681131336] User Vector: [1.4337533612497253, -0.47053241432595927] Predicted: 0.621527625554047 Movie Vector: [2.0712045782936395, -0.8308135576994735] User Vector: [1.8734295645784182, -0.034692261843424124] Predicted: 3.909078692752256 Movie Vector: [-0.5522020958233945, 0.06404446994063519] User Vector: [0.9189783324937936, -0.532398138988079] Predicted: -0.5415589178282333 Movie Vector: [2.3431953606545153, 0.05758614830189935] User Vector: [1.8409036057544004, -0.3193510274415723] Predicted: 4.295206592789265 Movie Vector: [1.3037089395245598, 0.05192253519959075] User Vector: [2.3251346079926716, -0.1279643456240323] Predicted: 3.0246545407980228 Movie Vector: [0.3056069875634644, 1.2877768878190288] User Vector: [1.8597410199809006, -0.9384080722423083] Predicted: -0.6401103760118865 Movie Vector: [2.4429177259472974, 0.8190342350759687] User Vector: [2.051826335324964, -0.571322279328247] Predicted: 4.544510419099368 Movie Vector: [1.9567157549471994, 0.2717580777922042] User Vector: [1.4078272718424494, -0.8182511873105865] Predicted: 2.5323514332437407 Movie Vector: [2.1272709781725494, -0.3166843976684499] User Vector: [2.1854265929303387, 0.19677357609300972] Predicted: 4.586679444645141 Movie Vector: [1.6066525797453428, -1.553896662126188] User Vector: [0.356724573934288, -0.44014650301318803] Predicted: 1.2570746388487892 Movie Vector: [2.024304148154159, -0.8072626981972938] User Vector: [1.6469138856955863, 0.16199118031035753] Predicted: 3.2030851731647565 Movie Vector: [2.120524193764803, -0.561575169853996] User Vector: [1.6481040088561938, 0.1776009363330925] Predicted: 3.3951081486328345 Movie Vector: [1.926774157435301, -0.9558647607129218] User Vector: [1.812294418242616, -0.6420813757298294] Predicted: 4.105625011304332 Movie Vector: [2.245222720084668, 0.04435772910440769] User Vector: [0.6550322707423775, -0.7620789425257988] Predicted: 1.4368892453707045 Movie Vector: [2.246764457928748, -0.2747831266370971] User Vector: [1.489300931203694, -0.7349339627043667] Predicted: 3.548055851532345 Movie Vector: [1.8126671822840084, 0.1743737865287239] User Vector: [1.5507846943882138, -0.09924340224815316] Predicted: 2.7937510744678464 Movie Vector: [1.5013952639820014, -0.05680808033745677] User Vector: [1.8521492513863893, -0.5710686227307002] Predicted: 2.8132494264176207 Movie Vector: [1.3512017340326505, -1.515291854047281] User Vector: [1.7920731408721906, -0.37625598646604036] Predicted: 2.9915899667883576 Movie Vector: [2.0809762851350695, 0.24481013927530904] User Vector: [2.0460814141164874, -0.206463225966519] Predicted: 4.207302609127945 Movie Vector: [2.3704070461553846, 0.4849892761566014] User Vector: [2.133103073933017, 0.1410055051379026] Predicted: 5.12470871449746 Movie Vector: [1.5712852774454027, -0.8103059269489858] User Vector: [1.9292425022174684, -0.6954997043481466] Predicted: 3.5949578729808085 Movie Vector: [2.0127212341949696, -0.5155449818584471] User Vector: [1.549734762828584, -1.062928949359725] Predicted: 3.6671717504296737 Movie Vector: [2.3611075996805324, -0.11325461630247591] User Vector: [1.5204437587184443, 0.1163645904990385] Predicted: 3.576752486548789 Movie Vector: [1.9999725697286779, -1.2231507316116164] User Vector: [1.953779013991091, -0.0295585470630197] Predicted: 3.9436589937592337 Movie Vector: [2.210498176424041, -0.30459730679530556] User Vector: [1.5370569701408436, -0.8003031464086592] Predicted: 3.6414318125720833 Movie Vector: [1.7909538740058608, -0.34649136319386536] User Vector: [1.5508284742061242, -0.03554413306704316] Predicted: 2.7897779989180007 Movie Vector: [2.217466524331131, -0.5256883990979377] User Vector: [1.6586157438625484, 0.3452193693906877] Predicted: 3.4964470711111884 Movie Vector: [1.1042418644012084, 0.008202330705773146] User Vector: [0.6583534354885303, -0.37809601991998937] Predicted: 0.723880156444875 Movie Vector: [1.7320909932245006, -0.08463057243223496] User Vector: [1.8579156510835042, -0.10326544857440634] Predicted: 3.226818379437895 Movie Vector: [1.8397874474623603, 0.08765177295361533] User Vector: [0.8806719895570938, -0.5279553644182234] Predicted: 1.5739730479872147 Movie Vector: [2.053259278509632, -1.0779485102778685] User Vector: [1.6208351278460782, -0.7791653414879887] Predicted: 4.16789488430143 Movie Vector: [2.305273196590927, -0.9816201054130175] User Vector: [2.12034477171512, -1.1884347853566133] Predicted: 6.05456544904483 Movie Vector: [1.2007353359328596, 0.410888560642583] User Vector: [1.6010002657181448, -0.9425427122210479] Predicted: 1.5350975735170114 Movie Vector: [1.5446445437257752, 0.46862435587998397] User Vector: [1.5055346031291765, 0.24779715838508962] Predicted: 2.4416395938509363 Movie Vector: [1.898435787095306, -0.13320561736471756] User Vector: [1.5516935638784777, -0.2588714129048829] Predicted: 2.9802737186464294 Movie Vector: [2.294132196354367, 0.04551311296188606] User Vector: [2.1710850886050266, -0.9740483269297711] Predicted: 4.936424231259775 Movie Vector: [2.107812441901862, -0.39742610935643097] User Vector: [1.613380123819043, -0.039506632103463626] Predicted: 3.4164036655936005 Movie Vector: [1.857655625657341, -0.42250002073600534] User Vector: [2.526256816804291, -0.1399029482217739] Predicted: 4.752024186116426 Movie Vector: [1.924556372838038, 0.2460402868984905] User Vector: [1.4236254664875099, 0.16091227868822694] Predicted: 2.7794383672770033 Movie Vector: [2.5130065122040466, -0.1161418113172799] User Vector: [1.2869878501834886, -0.035536089908874136] Predicted: 3.2383360744877434 Movie Vector: [1.5711377540358866, -0.3339156442627418] User Vector: [2.332353196016787, -0.3404692445108656] Predicted: 3.778136169140732 Movie Vector: [1.9627007952386342, -0.9174458695901534] User Vector: [1.7858244023229612, 0.19830520382634026] Predicted: 3.323104684427125 Movie Vector: [0.9498415266635187, -1.814070459768438] User Vector: [1.6284141085646153, 0.1693686191287356] Predicted: 1.2394887341462162 Movie Vector: [1.2778274721898537, -1.5139305335984992] User Vector: [0.8779249139202259, -0.4776914431259947] Predicted: 1.8450282349143514 Movie Vector: [0.456748173323472, 1.4268677030803179] User Vector: [1.7379558548340035, -0.2779709880201764] Predicted: 0.39718033681294873 Movie Vector: [2.2421668035043663, 0.7129396229757495] User Vector: [1.808568873166249, -0.33241246863907986] Predicted: 3.818123069200678 Movie Vector: [2.3207741316842747, -0.04354044390149013] User Vector: [1.7977256443166216, -0.9435479087331995] Predicted: 4.213197665984027 Movie Vector: [1.0394981295891499, -0.23910089320817993] User Vector: [1.8445931419083395, 0.3018644455227716] Predicted: 1.8452750623144056 Movie Vector: [1.9450963864519037, -0.5635891617173443] User Vector: [1.6014697481921971, 0.9328750339283296] Predicted: 2.5892547618619766 Movie Vector: [1.8980673558266938, -0.031694777013529254] User Vector: [1.7036649123067131, -0.18383229176937288] Predicted: 3.2394972788122356 Movie Vector: [0.39234563425327507, -0.1828218433759259] User Vector: [0.8888530369599649, -0.8294613440952211] Predicted: 0.5003812604805686 Movie Vector: [1.5496823538037343, -0.03291770442204568] User Vector: [1.8078449204250517, -0.3984178282793428] Predicted: 2.8147003719041916 Movie Vector: [1.4386778386432157, -0.6302597997300883] User Vector: [1.6246155331914207, -1.122627840960807] Predicted: 3.0448455621334083 Movie Vector: [2.0743564513335326, -0.25415447603607466] User Vector: [2.2860836072903377, -0.5209784859058442] Predicted: 4.874561293182014 Movie Vector: [2.1265970262841165, -0.5438929085180859] User Vector: [0.8063571343199633, -0.7701696599914388] Predicted: 2.133686500392945 Movie Vector: [1.2451775208902223, -0.5951093919661585] User Vector: [2.401564826009131, -0.608190432420353] Predicted: 3.3523143747445188 Movie Vector: [1.555581345550876, -1.425149931089038] User Vector: [1.6650848149889272, 0.6802108587858813] Predicted: 1.6207724184320929 Movie Vector: [1.9439332737514552, 0.6103867197697407] User Vector: [1.550716814263403, -0.822483022943023] Predicted: 2.5124572989719915 Movie Vector: [2.2569689665149464, 0.7102190057957519] User Vector: [1.8168416554051776, -0.24322537449715817] Predicted: 3.9278119496614567 Movie Vector: [1.8943197627672896, -0.34054654660286043] User Vector: [1.7642649021941175, -0.5925342051534221] Predicted: 3.543867348292085 Movie Vector: [1.3042147442979533, -0.26366944782222984] User Vector: [1.440147466997204, 0.30136862074351234] Predicted: 1.7987998625987147 Movie Vector: [1.9889686568853457, -0.31522566485967995] User Vector: [1.6723166303292185, -0.5633495399106665] Predicted: 3.5037675953796676 Movie Vector: [2.2550505610386695, -0.5178657689924754] User Vector: [1.5213927200781283, 0.24798911160772535] Predicted: 3.3023924349878353
avg loss: 10.473152620887495: 64%|████████████████████████████▋ | 44584/70000 [01:12<00:38, 658.16it/s]
Movie Vector: [1.135348026127192, -0.22341522507111988] User Vector: [1.916068664531545, -0.06115855839483851] Predicted: 2.1890685292888623 Movie Vector: [2.292675281023696, 0.48805803281432664] User Vector: [2.28467216647722, -0.43445167603925217] Predicted: 5.025973770964573 Movie Vector: [1.4894677768894626, -0.3219937297492152] User Vector: [1.867505798985439, -0.5406954940346372] Predicted: 2.9556902695258285 Movie Vector: [2.2730647748290185, -0.2789633920903207] User Vector: [1.6642364827107563, -0.12673555321758964] Predicted: 3.818271905659185 Movie Vector: [1.9510580051444988, -0.3024547889211232] User Vector: [1.8299320580363019, 0.041220387039441815] Predicted: 3.5578362872410128 Movie Vector: [1.4446075674388146, -0.3368555329482988] User Vector: [1.529332251578949, 0.17442610873138747] Predicted: 2.1505285439423814 Movie Vector: [1.7536002754635498, -0.9642125241645159] User Vector: [1.4730180897815617, -0.21595267286689052] Predicted: 2.791309199808797 Movie Vector: [1.9088111334969335, -0.6865080026962854] User Vector: [2.311171068752455, -0.6312625988690113] Predicted: 4.844955893377125 Movie Vector: [2.2554599470008294, -0.6645933564439241] User Vector: [1.1511233804238752, -0.4238516935677819] Predicted: 2.878001698264903 Movie Vector: [0.8841500460538482, -1.0582200828217436] User Vector: [1.9043435749650277, -0.6961202344926154] Predicted: 2.4203738717063463 Movie Vector: [2.1631739686268303, -0.832516651443346] User Vector: [0.13127892958390797, -0.8834259488599251] Predicted: 1.0194459758481298 Movie Vector: [2.008407398188799, 0.2648043468374539] User Vector: [1.9930084957418628, -0.6004914918248179] Predicted: 3.843760250226967 Movie Vector: [2.1438824566438037, -0.000572433736244618] User Vector: [0.7158158996249951, 1.5036493435956702] Predicted: 1.5337644097809728 Movie Vector: [0.8699241500242163, -0.9085594717060682] User Vector: [1.7869083578682432, -0.21325938134189257] Predicted: 1.7482335652380525 Movie Vector: [2.1703366587625776, 0.023680107498175427] User Vector: [1.5095857877703531, -0.05018070595532038] Predicted: 3.2751210902336254 Movie Vector: [1.7739591110149433, 0.3082737712703314] User Vector: [1.9848060042222422, -0.3559633475106438] Predicted: 3.411230531216093 Movie Vector: [2.219578669264278, 0.022043235404086443] User Vector: [1.8042900442749223, 0.21139985752621715] Predicted: 4.009423632262358 Movie Vector: [0.8242838499001777, -0.4708283548138421] User Vector: [2.039398801151564, -0.444502482020425] Predicted: 1.8903278676153643 Movie Vector: [2.1778622465374515, -0.26336393570412536] User Vector: [2.1021094565724976, -0.7118266339154168] Predicted: 4.765574287405585 Movie Vector: [-0.824653249893402, 0.002992870196024018] User Vector: [1.658501449893925, 1.1331056687121221] Predicted: -1.3642973724231102 Movie Vector: [0.21635774061490246, -0.2568581064191592] User Vector: [1.838322936074542, -0.6750370607778972] Predicted: 0.5711241381638072 Movie Vector: [2.2066351970170173, -0.07897020108170799] User Vector: [1.6804334165821087, -0.6776696420655894] Predicted: 3.7616192311745293 Movie Vector: [2.2282931752326323, 0.23484554588671397] User Vector: [1.7889375365876847, -0.5363719071202419] Predicted: 3.8603127503698644 Movie Vector: [1.6589252361625941, -1.3829324800916614] User Vector: [2.071257384856186, -0.5390500944789515] Predicted: 4.181531030377486 Movie Vector: [0.7944557841864297, -0.1060788526454708] User Vector: [1.6495614723321803, 0.14639089754625448] Predicted: 1.2949746746159365 Movie Vector: [2.006189417065548, -0.13191480660628893] User Vector: [2.0071291838619523, -0.5986297084048265] Predicted: 4.105649449560261 Movie Vector: [0.29473202347006167, 0.019898918576752384] User Vector: [1.8987013587799897, -0.36131436860877403] Predicted: 0.5524183282370252 Movie Vector: [1.6963855856329486, -0.45209529302160145] User Vector: [1.36074335637704, -1.457558059476575] Predicted: 2.967300553498868 Movie Vector: [1.032615098536962, -0.1864854065166723] User Vector: [1.6432378010854636, -1.0072999321535288] Predicted: 1.884678901219394 Movie Vector: [1.7521687803474006, -0.41718507715204545] User Vector: [1.8168362782999905, -0.42123749515315523] Predicted: 3.359137802754608 Movie Vector: [1.6516999543281967, -0.17224274635089604] User Vector: [1.911535908752345, -0.5481927681696915] Predicted: 3.2517060011022036 Movie Vector: [2.136527463521547, -1.3665238372878623] User Vector: [-0.20738842802894675, -0.8253402798842888] Predicted: 0.6847560942353101 Movie Vector: [2.070589087221385, -0.5314186413214004] User Vector: [0.8331525111580073, -0.5302193034059886] Predicted: 2.0068849194132525 Movie Vector: [2.164355507332978, -0.5271562816000521] User Vector: [2.003748848675931, -0.3670003836528587] Predicted: 4.530291413536099 Movie Vector: [0.6762172132516332, 0.12586507987452725] User Vector: [1.8901565094297978, -0.8814277678162716] Predicted: 1.167215391016231 Movie Vector: [1.993981291823543, 0.06994532969295592] User Vector: [2.0218515364866154, -0.3092845789423929] Predicted: 4.009901126755924 Movie Vector: [1.884562636279143, -0.9011162412502651] User Vector: [1.2964001519466064, 0.5182891999510884] Predicted: 1.9761084722846463 Movie Vector: [0.2664223137361687, -0.4503066813705292] User Vector: [0.09038213588350384, -0.8359750457763795] Predicted: 0.4005249663346376 Movie Vector: [1.5761713999115778, -0.9040680853781058] User Vector: [2.1486142393009557, 0.711445590136871] Predicted: 2.7433890609032 Movie Vector: [0.9999936422846266, -0.2389932615307898] User Vector: [1.9723679523758257, 0.011754475737197179] Predicted: 1.9695461721277558 Movie Vector: [1.408532432588643, -0.7478556787563003] User Vector: [2.1250840674809632, -0.7146049014388767] Predicted: 3.527671164632479 Movie Vector: [1.100427862814129, -0.5415640599527195] User Vector: [1.650648220639827, 0.05428490710635145] Predicted: 1.7870205390099578 Movie Vector: [2.3028106392283116, -0.5100808103790566] User Vector: [1.8402364978380072, -0.10240163895635719] Predicted: 4.289949296900613 Movie Vector: [2.321646212348102, -0.11627472681372075] User Vector: [1.5964150619152329, -0.3513103705081732] Predicted: 3.747159499188626 Movie Vector: [2.049694560446397, 0.21771734458856962] User Vector: [1.7971907310051616, -0.8285095337896797] Predicted: 3.5033111697629606 Movie Vector: [1.9665155918512012, -1.3050967414832644] User Vector: [1.7340027647126823, -0.7250907646596748] Predicted: 4.35625706735753 Movie Vector: [1.1509599662466836, -0.9253985827196758] User Vector: [2.086594181271983, -0.6132280203562516] Predicted: 2.9690667093689957 Movie Vector: [1.6194699635331251, 0.1315438231777849] User Vector: [0.5579169392796525, -0.21493683934913646] Predicted: 0.8752561117199967 Movie Vector: [2.372872735107322, -0.039126010023894695] User Vector: [2.026263275109556, 0.7837272022518634] Predicted: 4.777400761285428 Movie Vector: [2.1231002831286574, -0.35886325144242326] User Vector: [1.8446086562608162, -0.49961410242369536] Predicted: 4.0955823016311665 Movie Vector: [2.117198983188843, -0.0946288506805077] User Vector: [2.075216836910172, 0.8986116155067386] Predicted: 4.308612392619026 Movie Vector: [1.8420493571415295, 0.22849535930096615] User Vector: [1.9443473676167866, -1.1332212415647478] Predicted: 3.322648023819503 Movie Vector: [1.117076306565939, -0.42538086750717163] User Vector: [1.8220830265974517, -0.5796541529926869] Predicted: 2.2819795640621328 Movie Vector: [2.056821600445037, -0.44972112169755596] User Vector: [1.3326222814053674, -0.1693079755653918] Predicted: 2.817107666312515 Movie Vector: [1.9168112249340252, -0.4623775120638127] User Vector: [1.7325079535360934, -0.4957776467459988] Predicted: 3.550127127464727 Movie Vector: [0.2854462977725194, -1.3401694622966753] User Vector: [1.592685153960076, -0.4151993182222183] Predicted: 1.0110635277629751 Movie Vector: [2.1396097616060947, 0.2419380001624417] User Vector: [1.7264926717360172, 0.241164768286302] Predicted: 3.7523674955365958 Movie Vector: [1.1358820937990008, 0.05061964728382298] User Vector: [2.208387416263017, -0.229687388640247] Predicted: 2.4968410277056896 Movie Vector: [1.9659747674070216, -0.7746088725423684] User Vector: [1.1120405251777377, -0.6017961751309687] Predicted: 2.652400269551994 Movie Vector: [2.116777924821833, -0.37356413930675625] User Vector: [1.764399557099867, -0.29192241477302106] Predicted: 3.843893778653451 Movie Vector: [-0.46920805834238116, 1.7628443703902985] User Vector: [-0.04895008362081349, 0.029015925333661208] Predicted: 0.074118334317529 Movie Vector: [2.2364020229822565, -0.5826528114960945] User Vector: [2.1626184532763717, 0.15304719323734461] Predicted: 4.747310906414711 Movie Vector: [1.9000031871171301, 0.4297302402367776] User Vector: [2.285220927497326, -0.22626336667573965] Predicted: 4.244694834593336 Movie Vector: [2.1188294870783437, -0.46238757965541877] User Vector: [1.6904590119494043, -0.8766843785363819] Predicted: 3.987162369128873 Movie Vector: [1.7380168342021372, -0.5410436629831944] User Vector: [2.281992442458175, -0.43502212787953043] Predicted: 4.201507246061045 Movie Vector: [1.9666046357552265, -0.1361189400135118] User Vector: [2.1149417988938986, -0.27795827402776296] Predicted: 4.197089731685883 Movie Vector: [1.5697637106456346, 0.23776180071477] User Vector: [0.7963316501745239, -0.7344301605740556] Predicted: 1.0754330886051968 Movie Vector: [1.7943577877453338, -0.8318225698207289] User Vector: [2.000494577369469, -1.1262565113220715] Predicted: 4.526448609770471 Movie Vector: [2.429906922374387, -0.5108344136111039] User Vector: [0.8211467262707401, -0.37688678809250303] Predicted: 2.1878368558433436 Movie Vector: [1.718973821407155, -0.13647306244294807] User Vector: [1.8964399975812687, -0.7578321079173762] Predicted: 3.3633543782967283 Movie Vector: [1.6792464818973039, 0.05543584818957531] User Vector: [1.7821906538828136, -0.4827545498316774] Predicted: 2.965975477665675 Movie Vector: [1.7213912977007204, -0.4394507897961938] User Vector: [0.4344512209548282, 0.2106192621350383] Predicted: 0.65530374993556 Movie Vector: [1.9334347268869556, -0.18660706192913937] User Vector: [1.7139523133109393, -0.4822965037212201] Predicted: 3.403814856321715 Movie Vector: [1.881244345609001, 0.08311879567069291] User Vector: [1.9466596023857166, -0.6813908978767077] Predicted: 3.6055059790011112 Movie Vector: [0.902448529775635, -0.15313370519364866] User Vector: [1.8330952409319494, -1.1229274147991204] Predicted: 1.8262321408094657 Movie Vector: [2.1664570251005784, 0.4715074730064636] User Vector: [1.4944181551505535, 0.19485840268221213] Predicted: 3.3294699037065287 Movie Vector: [1.1898260512647554, -0.9285670954157189] User Vector: [1.6353966939661027, -0.6805151236039028] Predicted: 2.5777415423444685 Movie Vector: [1.8414486012037554, -0.7933257909191533] User Vector: [1.9276290033759143, -0.5649696274680742] Predicted: 3.997834708462776 Movie Vector: [2.235299464353099, -0.31751065298233305] User Vector: [1.4132901146153374, -0.6912386784980796] Predicted: 3.378602280351764 Movie Vector: [1.8209334408154043, -0.6625054953030535] User Vector: [2.0637274932803225, -0.17761941574297913] Predicted: 3.8755842442465283 Movie Vector: [2.3079533134671313, 0.2436659784157571] User Vector: [2.188858486833338, -0.6482232639660269] Predicted: 4.893833241551516 Movie Vector: [1.6317401690811741, -0.6828183528820798] User Vector: [0.6041912666234199, 0.012678883228168306] Predicted: 0.9772257853952259 Movie Vector: [1.1334904118662912, -0.5873421015060311] User Vector: [2.1150376446218364, -0.8476964834973466] Predicted: 2.8952627249717198 Movie Vector: [2.1653858045971233, -0.556740848690758] User Vector: [1.8207669207972428, -0.3986923120067656] Predicted: 4.164631139927491 Movie Vector: [1.451512249387116, -1.2262130445393709] User Vector: [1.9339303719462682, 0.12907447318100673] Predicted: 2.648850821610192 Movie Vector: [1.7469656962354052, -0.8051413419623589] User Vector: [1.3422201338897084, -0.18946723347474795] Predicted: 2.4973604333195674 Movie Vector: [1.7596213366261784, -0.519830166078514] User Vector: [1.5376824698969218, 0.15277986392478823] Predicted: 2.6263193009491896 Movie Vector: [1.5553287495424264, 1.004477331410549] User Vector: [1.9836076069201571, -0.4120074972104072] Predicted: 2.671309747534924 Movie Vector: [2.105588018524838, -1.4896530322759454] User Vector: [0.436620953760951, -0.7325419309874263] Predicted: 2.0105771576406415 Movie Vector: [1.6042622082925069, -0.5889412928879603] User Vector: [1.6708581532017917, -0.5315832016737926] Predicted: 2.993565888670331 Movie Vector: [1.8820262827834877, -0.8069545558912028] User Vector: [1.7254094720728566, -0.6434435910837526] Predicted: 3.766495712288729 Movie Vector: [1.8337318560178018, -0.8744506761984114] User Vector: [1.7135587480651353, -0.22784815905274644] Predicted: 3.3414492402392586 Movie Vector: [1.964826895854068, -0.32953948451412557] User Vector: [1.8127143859736452, 0.19399693401112109] Predicted: 3.497740330431265 Movie Vector: [2.287723727382995, -0.3822217192993239] User Vector: [1.9301460569510585, -0.20236563153866796] Predicted: 4.492989471415469 Movie Vector: [2.089863565731708, 0.19919933018554922] User Vector: [1.909800962469418, -0.7274638217320829] Predicted: 3.8463131432409354 Movie Vector: [1.8366068457857687, -0.9239192054394401] User Vector: [2.0066125698910553, -0.39715021136585216] Predicted: 4.05229309042693 Movie Vector: [1.1561309529237336, -0.1517885445313886] User Vector: [1.4852838889290034, -0.219480365206558] Predicted: 1.7504972830576788 Movie Vector: [1.1856840023943733, -1.2252841464778452] User Vector: [1.796952914721502, -0.5221328065875819] Predicted: 2.7703793743089724 Movie Vector: [1.5774123518593277, -0.46972282952006345] User Vector: [1.9104987421471862, -0.4298488794782982] Predicted: 3.2155541460092554 Movie Vector: [1.718116910008324, 0.08556560857459594] User Vector: [1.6767779746199731, 0.03128815905578255] Predicted: 2.883577782894871 Movie Vector: [2.0371527287354345, 0.6130978786560443] User Vector: [2.095113527538971, -0.32710612056291266] Predicted: 4.067518171024007 Movie Vector: [1.6047459802243271, -0.589095204835485] User Vector: [1.809775903414771, -0.320116018920015] Predicted: 3.09280941784851 Movie Vector: [2.126548075479006, -0.786291353147694] User Vector: [1.8092045023340757, -0.5347935796439411] Predicted: 4.267863919979415 Movie Vector: [2.509307711788969, -0.173039304802843] User Vector: [0.4198470774313391, -0.7448360748084973] Predicted: 1.1824114257474603 Movie Vector: [2.1828065477722935, -0.6028339740083203] User Vector: [2.3061353760417194, -0.06405177474987123] Predicted: 5.072459984787937 Movie Vector: [1.598927491756363, -0.04500785341944978] User Vector: [2.0577057965213945, -0.5277530623665425] Predicted: 3.313875400477141 Movie Vector: [1.7892447701284582, -0.1359703284105024] User Vector: [1.3537580969348622, -0.8089228668506004] Predicted: 2.5321941028241977 Movie Vector: [2.251227999058572, 0.34425864577758825] User Vector: [2.0544425327555578, -0.8444140355667943] Predicted: 4.334321719836306 Movie Vector: [2.231881703096252, -0.019029988294619465] User Vector: [2.05116938576309, -0.01798118893013097] Predicted: 4.578309603850682 Movie Vector: [0.8779843805331454, -0.9065569711619652] User Vector: [1.8285834054745376, 0.3916610728616841] Predicted: 1.2504045925732172 Movie Vector: [1.8689128079972352, -0.4930692266489791] User Vector: [1.683198952646113, -0.16157383147836585] Predicted: 3.225419165141603 Movie Vector: [0.7911855767324113, -1.4659773788872983] User Vector: [1.6228303405118945, -0.3526333237153411] Predicted: 1.8009124345052907 Movie Vector: [1.04015600848187, 0.8863664766785608] User Vector: [1.785112985420993, -0.14157020271524814] Predicted: 1.7313129158212706 Movie Vector: [2.0108530399775093, -0.12603005302560433] User Vector: [1.8280376695495348, 0.5822360387381922] Predicted: 3.6025358661714915 Movie Vector: [2.253271002531341, -0.41031291024202954] User Vector: [1.9039455772064422, -0.025127793305019998] Predicted: 4.300415617516015 Movie Vector: [2.1785022101252434, -0.01856204705350679] User Vector: [1.5741844042747262, -0.43140508395907284] Predicted: 3.437371965324751 Movie Vector: [2.1179708640164416, -0.7352670017876675] User Vector: [0.8479110460636619, 0.5457580941518565] Predicted: 1.394572973252152 Movie Vector: [2.3003434745122497, 0.04272644875902498] User Vector: [1.7423337572394766, 0.8372455897723486] Predicted: 4.0437386196783685 Movie Vector: [1.8270603277467259, 0.17345268850013124] User Vector: [1.8442591688445347, -0.9033658402670547] Predicted: 3.2128815277854987 Movie Vector: [2.255152143771628, 0.4978002368538003] User Vector: [0.5606939378115047, -0.3766742371522806] Predicted: 1.076941611384241 Movie Vector: [1.251860280261682, -0.5622846942523071] User Vector: [1.7179032622154082, -0.5841996585262306] Predicted: 2.4790613856761627 Movie Vector: [2.0002532259518846, -1.0854001970564824] User Vector: [1.993087047702927, -0.01748595380549347] Predicted: 4.005658054476901 Movie Vector: [1.9462823555144728, -0.27790195313035254] User Vector: [1.410574288397292, -0.18161811202448955] Predicted: 2.7958478767054857 Movie Vector: [2.0206105456976418, -0.19802546536219415] User Vector: [1.812955896715973, -0.6484019033706446] Predicted: 3.7916778924457235 Movie Vector: [1.2888390909223097, -0.23912101413074133] User Vector: [1.7161940697891718, -0.546753243457414] Predicted: 2.3426381948081443 Movie Vector: [2.0191279336514176, 0.014913118095985615] User Vector: [1.9071748030657547, -1.0858416978715568] Predicted: 3.834636633752303 Movie Vector: [2.0026324340615567, -0.8539129908193331] User Vector: [2.0039502857825955, -0.6247272631040475] Predicted: 4.546638564238704 Movie Vector: [1.8715650323520554, -0.005395115100414433] User Vector: [1.8571227848098595, 0.18654878634403488] Predicted: 3.4747196126602353 Movie Vector: [1.284074175953354, -0.15500225940246812] User Vector: [2.0397317251257436, -0.7640999059321398] Predicted: 2.7376040459354476 Movie Vector: [2.2043371167053323, 0.5557017135056511] User Vector: [1.991875111117522, -0.1617476217600089] Predicted: 4.300880808710411 Movie Vector: [1.9055367723678218, -0.25819442370316514] User Vector: [1.9381104883914946, -0.011193743277678275] Predicted: 3.696030966636413 Movie Vector: [0.5241898498436173, 0.41316463351154564] User Vector: [1.9800558864728488, -0.6799153538200955] Predicted: 0.7570082198322204 Movie Vector:
avg loss: 10.452182103801192: 64%|████████████████████████████▊ | 44725/70000 [01:12<00:38, 648.83it/s]
[2.0496509824987705, -0.610117384654232] User Vector: [2.010673617718342, -0.6007465882323964] Predicted: 4.4877050932930596 Movie Vector: [1.2396449343828686, -0.16412940360023753] User Vector: [2.056553338315909, -0.6196203258550665] Predicted: 2.651093842672671 Movie Vector: [1.873921741863538, -0.4501041790938608] User Vector: [1.8269198019115165, -0.3265774414678374] Predicted: 3.5704986086454733 Movie Vector: [2.3615651501550996, -0.28570290546082805] User Vector: [2.0973156072105015, 0.2832704104944624] Predicted: 4.872016267555352 Movie Vector: [1.8606968142015896, -0.08116518943973486] User Vector: [1.9515751937007513, 0.5504323354843332] Predicted: 3.5866138008104964 Movie Vector: [1.6873298289320744, 0.5490865999775322] User Vector: [1.6709763491249001, -0.24045318406858915] Predicted: 2.6874586160244665 Movie Vector: [1.597766643310824, -0.21201431027206924] User Vector: [1.702476436217723, -0.7041680174614335] Predicted: 2.8694537573491012 Movie Vector: [1.056504274451664, -0.2904496787265005] User Vector: [1.2018065305751455, 0.6296388824132582] Predicted: 1.086835325505922 Movie Vector: [2.00783622166253, -0.4933365663241928] User Vector: [1.1977253393319367, -0.21120239158106505] Predicted: 2.5090301825757675 Movie Vector: [1.8639586579646505, -0.593978130839007] User Vector: [1.4438735192756358, -0.5853476292412289] Predicted: 3.03900423796746 Movie Vector: [2.2780858850549666, -0.40391235883623733] User Vector: [1.7164313817608274, -0.5945241163207406] Predicted: 4.150313741662874 Movie Vector: [-0.26364806517935324, 0.06550395040305897] User Vector: [2.3444431656332196, -0.4544630028800806] Predicted: -0.6478770265428384 Movie Vector: [1.8615466795077495, -0.5394988627390067] User Vector: [1.0962308799574436, 0.45955229082685134] Predicted: 1.792757016288446 Movie Vector: [2.3035269406691175, -0.03448814436661887] User Vector: [2.0310260244900147, 0.46229424757498466] Predicted: 4.66257949386262 Movie Vector: [0.7746709688300192, 1.2828456918674884] User Vector: [0.8330711311368754, -0.36282568883823846] Predicted: 0.17990664843713516 Movie Vector: [2.0679427287380454, -1.0157425096576846] User Vector: [1.747462417235785, -0.3862063664671627] Predicted: 4.0059384233868816 Movie Vector: [1.5169603110595475, -0.061607213015700366] User Vector: [2.4378565871618645, -0.6255354033587485] Predicted: 3.736669179623213 Movie Vector: [1.9387168085626136, -1.2934723995609085] User Vector: [1.4070722131596578, 0.7050862874259963] Predicted: 1.8159048984196293 Movie Vector: [1.98746883502401, -0.3016346117492607] User Vector: [1.7034677619659864, 0.21039856420253883] Predicted: 3.3221255991496617 Movie Vector: [2.097459621099734, -0.9024817015593982] User Vector: [1.7576399217542524, -0.5551143219337621] Predicted: 4.187559282131214 Movie Vector: [2.1129676346831405, -0.10660837543472645] User Vector: [1.7451852263705427, -0.6519228217792459] Predicted: 3.757020332786835 Movie Vector: [2.239538304623704, 0.2314739516449116] User Vector: [2.2225200166130845, 0.5065221542487494] Predicted: 5.094665394637565 Movie Vector: [2.1638073143336736, 0.18657424596022731] User Vector: [1.7729068072406924, -0.26305833050736144] Predicted: 3.7871488074814033 Movie Vector: [1.772005066320907, 0.4424035382059322] User Vector: [1.7740550005135258, -0.2685818305485885] Predicted: 3.0248128967093857 Movie Vector: [1.7226015717967567, -0.40433017631699164] User Vector: [1.9710347814517837, -0.943015589193561] Predicted: 3.7765972720432237 Movie Vector: [1.1244737884136535, -0.23632371049953388] User Vector: [1.381734367514969, -0.20767854876056874] Predicted: 1.6028034440551566 Movie Vector: [0.8060035005212473, -1.3642809440263972] User Vector: [2.0045278051139674, -0.5703169652041469] Predicted: 2.3937289954970136 Movie Vector: [0.2800245637024946, 0.4197429077505256] User Vector: [1.6817809303204039, -0.37489603339032185] Predicted: 0.3135800200967548 Movie Vector: [2.0442361540293814, 0.13778416467146942] User Vector: [1.818932341885523, 0.24995844159172242] Predicted: 3.752767570093015 Movie Vector: [1.30272991764791, 0.8655427854881655] User Vector: [1.7273728924961924, -0.43271033483887755] Predicted: 1.8757710374628376 Movie Vector: [1.5423182192694347, -0.5343479771193451] User Vector: [2.1785911377536964, 0.85502491595274] Predicted: 2.903199969870468 Movie Vector: [2.219911962020861, 0.2697391359733507] User Vector: [2.1296558134191246, 0.008777685644349012] Predicted: 4.7300161005379335 Movie Vector: [1.1905933641126125, -1.481571209905739] User Vector: [1.185501659113911, -0.9637061902696783] Predicted: 2.839249754797012 Movie Vector: [2.116196982619064, -0.04048909135539128] User Vector: [2.297792813873405, -0.5224131223021128] Predicted: 4.883734252036813 Movie Vector: [1.4019363680628643, -0.4280173200614973] User Vector: [1.0367751991544334, -1.3848468224783235] Predicted: 2.0462312828530713 Movie Vector: [0.5410595106678057, -1.0533368878024003] User Vector: [1.402737313730322, -0.7810141452835975] Predicted: 1.5816353736850766 Movie Vector: [-0.04524048470928796, -0.7784679961984808] User Vector: [2.183385516270696, 0.28297488530816917] Predicted: -0.3190643110036706 Movie Vector: [1.9635988508291646, -1.1846284827593772] User Vector: [0.03690751301626111, -0.47881623645152405] Predicted: 0.6396909018538168 Movie Vector: [1.2446324600552312, 0.21790368262177007] User Vector: [1.9930454885717839, 1.2053691672271838] Predicted: 2.7432634899006194 Movie Vector: [2.557117862016627, -0.11735980641546062] User Vector: [0.6085296898971473, 0.7120631040186997] Predicted: 1.4725145515602076 Movie Vector: [2.041402846600111, 0.4240833810137795] User Vector: [1.76163234636096, 0.5917585846086391] Predicted: 3.847156267828857 Movie Vector: [1.8242669999247618, 0.1552196798659446] User Vector: [2.054893839207746, -0.7659301443903531] Predicted: 3.629787587403443 Movie Vector: [1.680029834148858, -0.5767988891432294] User Vector: [1.898608190489475, 0.28944013614230424] Predicted: 3.02276965438135 Movie Vector: [2.2173835300225955, -0.6712800218020335] User Vector: [1.823440657747119, -0.12306272705534915] Predicted: 4.125876832562763 Movie Vector: [2.313972676949839, -1.296044589936755] User Vector: [1.4790320267098314, -0.014175421189186285] Predicted: 3.440811676082614 Movie Vector: [-0.18397350982618518, -0.27511228402345617] User Vector: [1.9768206942890016, -0.932834265541455] Predicted: -0.10704847601693096 Movie Vector: [2.35704421586963, -0.22384559495047435] User Vector: [2.121226439431537, -0.5373724234998443] Predicted: 5.120112959460135 Movie Vector: [2.056183239830498, -0.4161040458018504] User Vector: [1.2401936264951712, 1.2814895951174907] Predicted: 2.0168323437626126 Movie Vector: [-0.09193290020226441, -0.35986098502358066] User Vector: [2.002419429681811, -0.5260894676678501] Predicted: 0.005230848453470577 Movie Vector: [1.8626318559995758, -0.29945557131776035] User Vector: [2.0052539790395016, 0.04744290272190796] Predicted: 3.7208428991893197 Movie Vector: [0.9488495077364825, -1.2215036089100435] User Vector: [1.4115622611228116, -0.26585313756936607] Predicted: 1.6641007235868148 Movie Vector: [1.9955167563172966, -1.0522532646641773] User Vector: [2.1070736533440284, -0.5291427071596687] Predicted: 4.761492923124713 Movie Vector: [1.9961658619021032, -0.7107992534187585] User Vector: [1.5689998044989537, -0.38695147221484616] Predicted: 3.4070286646314876 Movie Vector: [1.1909719849794518, -0.8729253495911448] User Vector: [1.750335333308856, 0.2438607953670312] Predicted: 1.871728076243178 Movie Vector: [1.3851296608631782, -0.8572887470281391] User Vector: [1.6904305808129125, -0.3619306370667028] Predicted: 2.6517445994761446 Movie Vector: [2.1300570958252996, 0.20652269932060965] User Vector: [1.4213427702542174, -1.095815824815164] Predicted: 2.8012304112809163 Movie Vector: [1.747719928484827, -0.2553376009341119] User Vector: [2.232888825735569, -0.23405936681797002] Predicted: 3.9622284560285954 Movie Vector: [1.3589392506353306, 1.0653513017057739] User Vector: [0.6872854323460157, 0.055467983236376146] Predicted: 0.9930720385487412 Movie Vector: [1.4027297735242108, -0.6737674787969876] User Vector: [1.278472867431769, -0.2739269377643556] Predicted: 1.9779150180214828 Movie Vector: [2.4072119137443195, -0.21464797694142412] User Vector: [1.5444328727197782, -1.0947852330864372] Predicted: 3.9527706466567634 Movie Vector: [1.6300484266482074, -0.16603349292298472] User Vector: [1.5683227652853775, -0.11222812091054514] Predicted: 2.5750756829489565 Movie Vector: [1.8056246959390758, -0.3468276103389689] User Vector: [2.1292654159065587, 0.20513422628784556] Predicted: 3.7735080056677233 Movie Vector: [1.8546564276576583, 0.333294574111755] User Vector: [1.3435512987201876, -0.5848037694697955] Predicted: 2.296914128774806 Movie Vector: [1.8143129699936593, 0.11688340371253167] User Vector: [1.4895334441339223, -1.1807187640845331] Predicted: 2.564473418958047 Movie Vector: [2.132792753000259, 0.45478261389888364] User Vector: [1.7557649180015418, 0.1098516286106696] Predicted: 3.794641303886392 Movie Vector: [1.6810911468831504, -0.5977995258148345] User Vector: [1.4748366746270962, 0.23848382022611245] Predicted: 2.336769362168517 Movie Vector: [2.119203319416822, 0.07909672311148246] User Vector: [1.8018172390735738, 0.1489155358391118] Predicted: 3.8301958049324356 Movie Vector: [1.5073733557907412, -0.5592777419619572] User Vector: [1.867536177805227, 0.6137591686560248] Predicted: 2.47181243344449 Movie Vector: [2.082579443225676, -0.6117717291407987] User Vector: [1.4558057974407583, -0.4852739816576244] Predicted: 3.328708129944611 Movie Vector: [2.0329796134386546, 0.20444339092262756] User Vector: [1.6360988740490576, -0.7528876015811938] Predicted: 3.1722327622608075 Movie Vector: [1.9698155107962732, 0.2560270008882348] User Vector: [1.5410368856489707, -0.8867881007271213] Predicted: 2.8085166622079867 Movie Vector: [1.0699889929589208, 1.0481799180111817] User Vector: [1.7606298992351959, -0.2987969737526885] Predicted: 1.5706616254059511 Movie Vector: [1.2615079667989049, 0.42094095002829396] User Vector: [1.813834842340984, 0.5187288762357262] Predicted: 2.506521330040363 Movie Vector: [2.14185457717385, -0.4088424643738892] User Vector: [2.031806387576891, -0.34779574920585576] Predicted: 4.494027482366715 Movie Vector: [2.033319891697016, 0.00683298836923861] User Vector: [2.301164158230509, -0.44371023686804023] Predicted: 4.675970990102482 Movie Vector: [1.0674096670660873, 0.808103508042813] User Vector: [1.604586940270047, -0.15476375013308669] Predicted: 1.5876864822918337 Movie Vector: [2.3140561590918876, -0.4530294980272119] User Vector: [1.775460381049818, -0.9431301862874927] Predicted: 4.535780824860094 Movie Vector: [2.0432626239104663, 0.21987933643794716] User Vector: [2.4107380975862545, 0.5619490116623694] Predicted: 5.049332026631299 Movie Vector: [2.2957967271347854, 0.20010518296559748] User Vector: [1.592184034967076, 0.23173209309277568] Predicted: 3.7017016893610006 Movie Vector: [1.9773162688621668, -0.3330733012160097] User Vector: [1.9945477355760608, -0.15222686074046815] Predicted: 3.994554389617318 Movie Vector: [2.266625967828018, 0.5400080896084479] User Vector: [0.9212840225773585, 0.5078229689770748] Predicted: 2.362434800655495 Movie Vector: [1.1946602202078773, -0.5728878525912926] User Vector: [1.6433826930426425, -0.04568664714179896] Predicted: 1.989457255129299 Movie Vector: [1.2759387029792644, -0.07510803418707275] User Vector: [1.786481338483114, -0.681348734828873] Predicted: 2.33061544598965 Movie Vector: [2.039432008506985, -0.2952165407200752] User Vector: [1.8371149585316928, 0.2816369495498277] Predicted: 3.6635271637514624 Movie Vector: [1.9633214820477818, 0.020330074535281933] User Vector: [2.147668595134507, 0.20159931081586288] Predicted: 4.220662418162106 Movie Vector: [1.9142033614722502, 0.24251955103001036] User Vector: [1.4188316305637434, -0.382873625863381] Predicted: 2.623077936742652 Movie Vector: [1.2700219950353602, -0.7222689390740961] User Vector: [0.45092205513388534, -0.38916354516826457] Predicted: 0.8537616689615783 Movie Vector: [1.791185613302476, -0.0330814799705402] User Vector: [1.9539770349022825, -0.48475225926793364] Predicted: 3.5159718757960445 Movie Vector: [1.4027984529447766, -0.04594271846178505] User Vector: [1.9247484969376574, 0.6993358668569509] Predicted: 2.6679048229706925 Movie Vector: [2.0770098873375473, -1.224173501765771] User Vector: [1.079502282572362, -1.6334372700858548] Predicted: 4.241747537141969 Movie Vector: [1.8412686197489248, 0.9713895241137401] User Vector: [1.6830718923621721, -0.08362179836983427] Predicted: 3.017758121263899 Movie Vector: [2.2246614324582357, -0.08623965454454545] User Vector: [2.039541706753334, -0.8814448170574603] Predicted: 4.6133052714273015 Movie Vector: [2.410494329208046, -0.216974746878802] User Vector: [1.8918260733638088, -0.025379425642049463] Predicted: 4.565742716146 Movie Vector: [0.1086877944880995, -0.6718873114269128] User Vector: [1.2980570255556105, -0.7482199407512818] Predicted: 0.6438024395748048 Movie Vector: [1.1953735238515104, -0.7505051808380753] User Vector: [2.244733734336906, -0.11222553362014126] Predicted: 2.767521118526901 Movie Vector: [2.1251172841188843, -0.21671213688784968] User Vector: [1.983365231619024, 0.08959736639202728] Predicted: 4.195466897703702 Movie Vector: [2.1689666423478737, -0.8714977605571113] User Vector: [2.096026844214673, -0.65802411777647] Predicted: 5.119678851602071 Movie Vector: [1.941995543495188, 0.01832823192118203] User Vector: [1.9764861570313488, 0.09044229212960675] Predicted: 3.8399849560404444 Movie Vector: [1.6319744125453775, -0.4625330088126202] User Vector: [1.0451354939016755, 0.7016025105226765] Predicted: 1.3811200635079681 Movie Vector: [1.2719344199003408, -0.17385792421055749] User Vector: [1.6949068829259049, -0.31822132321285046] Predicted: 2.211135701612779 Movie Vector: [1.870975166101743, -1.3991933023177707] User Vector: [1.9867422706476459, -0.6141132252493237] Predicted: 4.576408561459951 Movie Vector: [2.0171305312336654, 0.22690412889593564] User Vector: [1.8035360039937613, -0.6099680614601465] Predicted: 3.499563266195021 Movie Vector: [1.9790728358928629, 0.11789457964448986] User Vector: [1.835019110461758, -0.3897314109601424] Predicted: 3.5856892539897496 Movie Vector: [2.1446760849737525, -1.5552331365481042] User Vector: [0.8556051558994506, 0.5291274101796997] Predicted: 1.0120794342704413 Movie Vector: [1.5926554265204262, -1.0687942237820194] User Vector: [1.627227622238809, -0.5562035185271922] Predicted: 3.1860800105916676 Movie Vector: [1.7201304970223512, 0.11183654981206823] User Vector: [1.8044890404754672, -0.6008985935724096] Predicted: 3.0367542045723885 Movie Vector: [1.193504465928146, 0.12990951000212433] User Vector: [1.9674733395618056, -0.285652475915786] Predicted: 2.311079244184465 Movie Vector: [2.318740251004645, 0.06182850209406435] User Vector: [1.6594824372875832, 1.5211868122228778] Predicted: 3.941961425178996 Movie Vector: [2.0362416757558965, 0.5871782292611557] User Vector: [2.2539573070540633, -0.06708750290094449] Predicted: 4.550209482839085 Movie Vector: [1.996647072859337, -0.1290687861430364] User Vector: [1.8186125168264375, -0.40797196637709265] Predicted: 3.683783804867537 Movie Vector: [1.9758500887790276, -0.5965615003739645] User Vector: [1.746196248334129, -0.1303459603600692] Predicted: 3.527981393976682 Movie Vector: [1.7101902625190601, 0.6991753551865576] User Vector: [2.03296771371925, -0.13072921059766535] Predicted: 3.3853589457654167 Movie Vector: [2.2555943986101132, 0.30014979686178744] User Vector: [1.9245777496910514, -0.5304937509099437] Predicted: 4.1818392003207245 Movie Vector: [1.7830157112130975, 1.3126830433697076] User Vector: [1.8023262850506216, -0.16091686342239292] Predicted: 3.00234324497078 Movie Vector:
avg loss: 10.43693142354757: 64%|█████████████████████████████▍ | 44791/70000 [01:12<00:40, 620.47it/s]
[2.221215463823807, -1.5078992898216692] User Vector: [-1.7287685141727556, -0.8365286989098903] Predicted: -2.578566326050562 Movie Vector: [1.7255075205319323, -0.6760271538762209] User Vector: [2.463391728605661, -0.12560508768150636] Predicted: 4.335513403662927 Movie Vector: [0.9507170665239567, -1.680207089611184] User Vector: [1.8033104830086264, -0.736072229645663] Predicted: 2.951191831154415 Movie Vector: [2.142770483129552, 0.19672103058414284] User Vector: [1.7447294677557545, 1.0058285796668132] Predicted: 3.936422439336404 Movie Vector: [0.9824486210036749, 0.03109629749368692] User Vector: [1.6857791887158773, 0.031736437259401735] Predicted: 1.6571783249650156 Movie Vector: [2.4599176521903767, -0.524608623757478] User Vector: [1.5502903834358728, -0.22801507415222907] Predicted: 3.933205354481851 Movie Vector: [2.1596617110536838, 0.5715053780853138] User Vector: [2.298436564637774, -0.36940483055105405] Predicted: 4.752728596583345 Movie Vector: [2.0057972956375405, -0.3251548268953058] User Vector: [2.1859971164031893, -0.28287638228696266] Predicted: 4.476645725468266 Movie Vector: [1.8509303273811752, 0.4825627071819284] User Vector: [2.1281731881708845, 0.20139743706248617] Predicted: 4.0362871883533495 Movie Vector: [1.5518081652192868, -0.5306234874261875] User Vector: [1.8719169118988908, -0.3875333863542041] Predicted: 3.1104902654581186 Movie Vector: [2.023773842003962, -1.4646954026391776] User Vector: [1.8267565361178197, -0.9050274595667431] Predicted: 5.022531652794632 Movie Vector: [1.4039960001086906, -0.9980462507539813] User Vector: [2.5240956093031093, -0.6290377664519599] Predicted: 4.171628923743511 Movie Vector: [2.0778337075201034, -0.21621136207063363] User Vector: [2.1940812431666914, -1.2246746247136129] Predicted: 4.823724532792037 Movie Vector: [0.5038572225356228, -0.01989667060906273] User Vector: [1.7027695179872127, -0.03712096199172155] Predicted: 0.858691303504799 Movie Vector: [1.926548846024837, -0.6103760217990625] User Vector: [1.9510980366890196, -0.9712996896678427] Predicted: 4.351743711618678 Movie Vector: [1.9108354314547302, -0.27871878355188723] User Vector: [2.0603029556791284, 0.08175152244122341] Predicted: 3.914114202354251 Movie Vector: [2.1488104959491943, -0.011021635060555302] User Vector: [1.6774950128572041, -0.9561913116301337] Predicted: 3.61515768221485 Movie Vector: [0.30066034652932067, -0.6581918469667388] User Vector: [1.9512806109599374, -0.04214576220611074] Predicted: 0.6144127017354204 Movie Vector: [2.2099789742692226, -0.6478469436395006] User Vector: [1.0857292600875859, -0.35151396718514244] Predicted: 2.627166085829935 Movie Vector: [1.3465303412680307, 0.12497673068528461] User Vector: [1.4524343582139503, -0.22253712910848122] Predicted: 1.9279349691831766 Movie Vector: [2.1345351947966753, -1.2183753030630402] User Vector: [2.1628134995279535, -0.539975577835391] Predicted: 5.274494442815614 Movie Vector: [2.1086375890215567, -0.7385373705725188] User Vector: [1.6222227761209511, -0.8354556509919719] Predicted: 4.037695143209102 Movie Vector: [1.2608988941657262, 0.44516490977314777] User Vector: [1.2798669342113744, -0.274596544182568] Predicted: 1.491542056211349 Movie Vector: [1.7333663023132575, 0.8237891241614222] User Vector: [2.0676880688131396, 0.0806743131142341] Predicted: 3.6505194439185717 Movie Vector: [1.6786275047165435, -0.602163485525688] User Vector: [1.0122631196185468, 0.4839965654950179] Predicted: 1.4077676557409233 Movie Vector: [1.9593669924129822, 0.7397217589190032] User Vector: [1.7674983115327714, -0.6802313003989656] Predicted: 2.959995956760107 Movie Vector: [2.1328645566098605, 0.15144169241593838] User Vector: [2.0606811704489587, -1.1452673787907843] Predicted: 4.221712600811065 Movie Vector: [0.6278787397084593, -0.17129666348223838] User Vector: [1.7009353994008503, 0.03221615907513947] Predicted: 1.0624626543415263 Movie Vector: [2.0013048715568766, -0.0967551932731382] User Vector: [2.0085903507141025, -0.07936509319011714] Predicted: 4.0274806387770195 Movie Vector: [0.36683226660996177, -0.7349143406168076] User Vector: [1.4170780512804608, -1.1399780658354908] Predicted: 1.3576161820855526 Movie Vector: [1.0194510941839177, -0.02346555017864952] User Vector: [0.8444770936461897, 0.7214519731668522] Predicted: 0.8439738296530302 Movie Vector: [1.7526871054871795, -0.08444697170132931] User Vector: [-0.7371084796371266, 0.7500377070831429] Predicted: -1.3552589406302311 Movie Vector: [2.0129407591332096, -0.5993301577069113] User Vector: [1.110125891751337, -2.5751141369519543] Predicted: 3.777961217088079 Movie Vector: [2.0279493280426935, 1.029991533839629] User Vector: [1.9164022527683335, -0.7055230290395638] Predicted: 3.1596839139214046 Movie Vector: [1.661266989335692, -0.3717344374347499] User Vector: [1.957985905043948, -1.1065504787264695] Predicted: 3.664080269336617 Movie Vector: [2.262870908074436, 0.7094288973447503] User Vector: [1.3300730699875627, -0.6467575158071226] Predicted: 2.5509551843996316 Movie Vector: [1.8190970063731604, 0.3860558452523269] User Vector: [2.2385923140058104, -0.6051594946462159] Predicted: 3.83859121667982 Movie Vector: [1.471911298156767, -0.8032074615982112] User Vector: [1.0583517930964197, -0.8068583830105158] Predicted: 2.205874635370207 Movie Vector: [1.7415873413750604, -0.9051128763917554] User Vector: [2.0949480706782757, 0.09362973576849361] Predicted: 3.5637895612741692 Movie Vector: [1.9320474230946905, -0.2583475385127378] User Vector: [1.7065635944144557, -0.07279261173436402] Predicted: 3.315967586999148 Movie Vector: [1.8398509628415185, -0.18926868662849766] User Vector: [1.7640942030247644, 0.2011973970253524] Predicted: 3.207590050890193 Movie Vector: [2.1138439742365085, -1.2799086042492724] User Vector: [1.799460333521194, -0.6936055625476287] Predicted: 4.691530110351261 Movie Vector: [1.7047554261435998, -0.6522962271652482] User Vector: [2.2081298791322364, -0.5160381911206525] Predicted: 4.100931158221672 Movie Vector: [2.407633446871675, -0.45614481083591224] User Vector: [1.7640127347940302, -0.23882348634803685] Predicted: 4.356034155001079 Movie Vector: [1.8971648647504973, 0.3147920470628498] User Vector: [1.0847596207258616, 0.262788826075979] Predicted: 2.1406916716468807 Movie Vector: [2.209430265055938, -0.2356783817458412] User Vector: [1.7058249601007804, 0.16231478534522586] Predicted: 3.730647207790916 Movie Vector: [2.1010079477743906, 0.19589221826228864] User Vector: [2.0046460619582844, 0.2944816016506976] Predicted: 4.269463962833775 Movie Vector: [2.2792649504092615, -0.2968186437338995] User Vector: [2.3093186226525706, 0.25233492634702137] Predicted: 5.1886512853343785 Movie Vector: [2.002116287399928, 0.21879612959993208] User Vector: [2.423163208533493, -0.4014294175235545] Predicted: 4.763623323971465 Movie Vector: [1.8324876505239602, -0.6634999347261303] User Vector: [2.576431944798252, -0.6662416355620472] Predicted: 5.163331002965475 Movie Vector: [2.3606492100395946, 0.12431229831630992] User Vector: [1.7105169977692876, 0.13825187668508493] Predicted: 4.055117008080634 Movie Vector: [1.6401885735619335, 0.13946017784488912] User Vector: [2.0118738220021446, 0.08326064375823983] Predicted: 3.3114639984822967 Movie Vector: [1.1040047620228903, 1.0424070926941746] User Vector: [2.020339183836645, -0.1720100413086029] Predicted: 2.05115959278239 Movie Vector: [1.741626341751187, -0.14878149843281432] User Vector: [1.7399370108167822, -0.5474972250301154] Predicted: 3.1117775885541166 Movie Vector: [1.908434425210188, -0.09308561892399712] User Vector: [-0.20964857231661194, -0.15391516243951223] Predicted: -0.3857732644477203 Movie Vector: [1.9670870689901225, -0.7462536953400674] User Vector: [1.9443390197927812, -0.4152721243117606] Predicted: 4.1345825009066814 Movie Vector: [2.210582973518613, -0.14307308197759902] User Vector: [1.29979917028162, -0.7589895487057727] Predicted: 2.9819048887402917 Movie Vector: [1.264280760621326, -0.8385644214074224] User Vector: [1.0620099855512914, -0.3975935592651817] Predicted: 1.676086605300755 Movie Vector: [2.061045359169909, -0.6045936215048333] User Vector: [1.918756637433642, -0.23293716364584116] Predicted: 4.095476786310771 Movie Vector: [2.1610264764648646, 0.1813807893277615] User Vector: [1.6990706537039324, -0.8121089637557813] Predicted: 3.524435703172489 Movie Vector: [1.3587505878165804, -1.503693921463957] User Vector: [1.8304586909560778, -0.019855590923505775] Predicted: 2.51699355368929 Movie Vector: [1.3159972391973922, 0.24673338125911243] User Vector: [2.1205126071802933, -0.38959805012443727] Predicted: 2.6944618924933708 Movie Vector: [2.1712611288960555, -0.43994540272503574] User Vector: [1.9751080188542507, -0.07547811140343377] Predicted: 4.321681514827441 Movie Vector: [1.8831416446268332, -0.4231656438166986] User Vector: [1.7556796322037054, 0.01728094335438067] Predicted: 3.298880728505603 Movie Vector: [-0.7957205479537501, 0.5573255428159841] User Vector: [1.6130486864065292, -0.8039582132622002] Predicted: -1.731602432231205 Movie Vector: [2.195989109285047, -0.5041366288812615] User Vector: [1.6808425831328535, -0.7816240890021172] Predicted: 4.085157340264208 Movie Vector: [1.6344038141080892, 0.5576916500737729] User Vector: [0.7127600901068046, -0.20235947730392717] Predicted: 1.0520836190088936 Movie Vector: [0.6871393252127957, -0.08433903324178399] User Vector: [1.800859940298051, -0.12454949985392283] Predicted: 1.247946068587586 Movie Vector: [2.1021898877752503, -0.4049395307425098] User Vector: [1.8643973840014274, 0.1602587822788613] Predicted: 3.8544222113490627 Movie Vector: [2.0973606409596646, 0.06050659336831864] User Vector: [1.6878766912790084, -0.4899326099677922] Predicted: 3.510441985872619 Movie Vector: [1.3151731766068606, -0.6128356209885045] User Vector: [2.073922369740034, -0.18132859122798223] Predicted: 2.8386916908552 Movie Vector: [0.4362590771782479, -1.2175191783249928] User Vector: [1.5051474780963086, -0.49189784092270117] Predicted: 1.2555293049115077 Movie Vector: [2.138904656434609, 0.18571929703211787] User Vector: [1.9013621230405047, 0.18642125867729892] Predicted: 4.10145432365312 Movie Vector: [0.4830147963561033, -0.7462385981365529] User Vector: [1.8865607467783327, 0.06761952053773032] Predicted: 0.8607764587058128 Movie Vector: [0.8845464852799816, -0.08420290599355737] User Vector: [1.7792694562471847, -0.29454662065281995] Predicted: 1.5986482252990204 Movie Vector: [1.4166000250929431, 0.11424088834738391] User Vector: [1.8591970432762845, -0.6456121874922927] Predicted: 2.5599832683308934 Movie Vector: [0.7685227102319891, 0.5308768105469098] User Vector: [1.4254790935957111, -0.3169330358848095] Predicted: 0.9272606571417383 Movie Vector: [1.395044795402275, -1.229981798048129] User Vector: [0.832410339566013, -0.4139010186838614] Predicted: 1.670340431025335 Movie Vector: [1.6932652919437183, -0.8542802142262201] User Vector: [1.8674711737488179, -0.2758107019506577] Predicted: 3.3977437477625627 Movie Vector: [2.0960035859020913, -0.6239665584360183] User Vector: [1.8793518377795544, -0.07909786624559828] Predicted: 3.98848261453853 Movie Vector: [2.202660642148015, -0.1761035794870907] User Vector: [2.0394014377878915, -1.146778322708139] Predicted: 4.694061048062568 Movie Vector: [1.3338638664731384, -0.7773669959023999] User Vector: [2.0557575324353916, -0.0013958854581602835] Predicted: 2.7431858060307834 Movie Vector: [1.4315624391220099, -0.0354916453789789] User Vector: [2.2859168469038167, -0.13471163587247903] Predicted: 3.27721383459253 Movie Vector: [2.051821757682079, -0.3216709359736869] User Vector: [1.99077757855461, -0.1827015286615468] Predicted: 4.143490522112376 Movie Vector: [2.33523046940348, 0.2136669114970535] User Vector: [1.9330581948204604, -0.004217182407293574] Predicted: 4.513235323334641 Movie Vector: [1.6555521823594543, -0.09716882995919732] User Vector: [1.7438695938068116, 0.28136174187837537] Predicted: 2.859727520523559 Movie Vector: [2.1345447512080145, 0.049713323766675165] User Vector: [1.806329936426006, -0.9737413005004574] Predicted: 3.807284168211275 Movie Vector: [2.167547969824653, 0.14251874278847104] User Vector: [1.6399631467050084, -0.6958728687209312] Predicted: 3.4555238628369764 Movie Vector: [2.265185901755817, -0.5363144666035934] User Vector: [0.13163550673850918, 0.860933534414299] Predicted: -0.16355221525599734 Movie Vector: [1.0149450869428116, -1.7859606459322124] User Vector: [1.7846900640996008, 0.27138325121309465] Predicted: 1.326682605641819 Movie Vector: [2.2607102068087492, 0.2591861449997072] User Vector: [1.771246886419866, -0.8023783452517358] Predicted: 3.7963105647705664 Movie Vector: [1.9978901406609897, -0.16560887885270215] User Vector: [1.679498683364181, 0.09358912139246343] Predicted: 3.339954671279795 Movie Vector: [1.958282202355132, 0.26866079093229667] User Vector: [1.9830982612267407, -1.112169760671032] Predicted: 3.5846696229288724 Movie Vector: [1.8068219289164107, -0.05919363633646221] User Vector: [1.7938120432431885, 0.01421976518901809] Predicted: 3.240257216476757
avg loss: 10.413306327238553: 64%|████████████████████████████▉ | 44959/70000 [01:12<00:35, 713.47it/s]
Movie Vector: [2.0892628444139927, 0.10701512984449016] User Vector: [1.8752873732149946, -0.344164991901796] Predicted: 3.881137370160506 Movie Vector: [0.49232635110714995, -0.2761220137492585] User Vector: [1.6331808276720465, 0.1700636841653935] Predicted: 0.7570996306485674 Movie Vector: [1.9345480375726354, -0.7509127935295951] User Vector: [2.2393132215131613, -0.4439180874541393] Predicted: 4.665402769337245 Movie Vector: [2.0278913543117785, 0.2145261447880891] User Vector: [1.3418970642699541, -0.4568971745378574] Predicted: 2.62320506559122 Movie Vector: [1.0046578118060359, -0.9122136624560262] User Vector: [1.7350685909813344, -0.2421242748618099] Predicted: 1.9640192854898904 Movie Vector: [1.67281434084373, 0.11099296506798646] User Vector: [1.8923453706907447, -0.0158209318738953] Predicted: 3.1637864617819 Movie Vector: [2.2429697118793395, -0.04827194535244141] User Vector: [1.5676084240294201, -0.09762500397308965] Predicted: 3.520810764041715 Movie Vector: [2.2226699879619445, -0.24407362176368444] User Vector: [1.7198340711812978, -0.5885439439902945] Predicted: 3.9662716262658715 Movie Vector: [2.1110296229380983, 0.1862187275928658] User Vector: [0.6082992859788312, -1.119390935903079] Predicted: 1.0756862565505478 Movie Vector: [1.644853078639263, -0.4848965222307828] User Vector: [2.139989513814409, -0.6561591096275324] Predicted: 3.838137610341808 Movie Vector: [1.9088456818411812, -1.410899292020713] User Vector: [1.5160371897888452, -0.19667674223632184] Predicted: 3.171372119617243 Movie Vector: [1.9525410172450754, -1.4858751730172697] User Vector: [1.5350492820925177, 0.03285473839296839] Predicted: 2.948428646684158 Movie Vector: [1.3576215135891228, -0.7773831276463463] User Vector: [1.562420498753116, -2.1804432770991453] Predicted: 3.8162154967866604 Movie Vector: [2.177367851962589, 0.5578917174915473] User Vector: [1.9152061900636201, -0.1616306975912417] Predicted: 4.079935960645744 Movie Vector: [2.2712495658559497, -0.4302904999150314] User Vector: [2.043212658278255, 0.5379187955071653] Predicted: 4.409184515633398 Movie Vector: [1.83744311369926, 0.03377619625993939] User Vector: [1.5150410994079364, -0.09649367927975433] Predicted: 2.780542645629272 Movie Vector: [1.9682650976853513, -0.7575968128512418] User Vector: [2.2680586458094725, -0.1342688909924613] Predicted: 4.565862355931246 Movie Vector: [1.4030464892609655, -0.03381116856747898] User Vector: [1.7813023293133687, -0.2785458999500415] Predicted: 2.5086679418324933 Movie Vector: [1.4830033313056976, -0.3234010650895353] User Vector: [1.7742774529142105, 0.014859741612488203] Predicted: 2.6264537170679283 Movie Vector: [2.296914147202019, 0.041078550269745] User Vector: [1.5984327468461674, 0.13234949577306399] Predicted: 3.6768995149972348 Movie Vector: [2.385324644392144, 0.007642404662464422] User Vector: [1.757592473441939, -0.49947320675272217] Predicted: 4.188611465335139 Movie Vector: [2.2307375973785586, -0.19189156660401596] User Vector: [1.7415318638039228, -1.0250513753294015] Predicted: 4.081599319881726 Movie Vector: [2.2580751618755572, 0.25866206039469075] User Vector: [-0.7317247177095572, -1.2565948004147471] Predicted: -1.9773228105468883 Movie Vector: [0.9403479953097936, 0.49440466487136747] User Vector: [1.8456724406754672, -0.4310612440026845] Predicted: 1.5224556897075276 Movie Vector: [1.371932192396332, -0.5854898512940112] User Vector: [1.8288029083072266, -0.7113721595137248] Predicted: 2.9254947633431114 Movie Vector: [1.6282966579792588, -0.6623121932466082] User Vector: [0.7495374524608953, 0.21181434815883504] Predicted: 1.0801821033821848 Movie Vector: [1.5393201112688977, -0.758411524964807] User Vector: [0.2161361971008933, -1.1880375564958385] Predicted: 1.2337241699080554 Movie Vector: [2.003648057065556, -0.3079672026943367] User Vector: [1.442107214037184, -0.19324670058729368] Predicted: 2.9489889632956046 Movie Vector: [-1.3537186004350976, 1.2785606326032404] User Vector: [1.0986141667829972, 0.7126250085621831] Predicted: -0.5760801505194953 Movie Vector: [2.1121129230521505, 0.6549611868583995] User Vector: [2.0413843140482584, -0.08890715086451227] Predicted: 4.253403457566857 Movie Vector: [2.238184608511042, -0.2305329024872953] User Vector: [-0.7144235563041694, -0.4592999053413146] Predicted: -1.4931280673872405 Movie Vector: [2.0017105524772703, 0.3568521681439766] User Vector: [2.0782536249489105, -0.882945495948744] Predicted: 3.844981197202105 Movie Vector: [1.6084907224367684, -0.7015304165565619] User Vector: [1.7721050030245693, -0.6651041308419917] Predicted: 3.317005234511874 Movie Vector: [1.6387825953587365, 0.04539473610388302] User Vector: [1.852762827874927, -0.20220847159643882] Predicted: 3.027096275442975 Movie Vector: [1.5941647347798438, -0.9117016505456387] User Vector: [1.5761806965523333, -0.3165145200992553] Predicted: 2.8012584924806117 Movie Vector: [0.5991016639317178, -0.9217650353067547] User Vector: [1.880016075296028, -0.016638993400297838] Predicted: 1.1416580012673225 Movie Vector: [0.021851209154290285, 0.8721390881640912] User Vector: [1.8483048869201735, -0.9164911594807152] Predicted: -0.7589200674749722 Movie Vector: [0.8479704678728368, -0.18433094175199083] User Vector: [1.629053372195626, -0.47328171652335443] Predicted: 1.4686296147312963 Movie Vector: [2.1305199143096933, 0.0017037908925086886] User Vector: [1.3654575171062122, -0.2443784796826212] Predicted: 2.908718062510646 Movie Vector: [1.3148901349414013, 0.28705666631098725] User Vector: [2.0767676353035003, -0.5502469339686431] Predicted: 2.572769225713274 Movie Vector: [1.8946034496379194, -0.5280408868188116] User Vector: [1.862023389291444, -0.49210167987466863] Predicted: 3.787645744104107 Movie Vector: [2.5436476280782325, -0.23396055406967955] User Vector: [1.3939357030840396, 0.03695650943657616] Predicted: 3.5370348794190183 Movie Vector: [2.3775729695264496, 0.21357453660266187] User Vector: [2.166897278080156, -0.2104792092464324] Predicted: 5.107003396524515 Movie Vector: [1.5311565392687727, -0.18446344148565824] User Vector: [2.155022139236752, -0.7305004225185244] Predicted: 3.434426862705827 Movie Vector: [1.0005161120129131, 0.37145846524889936] User Vector: [1.8388745512998952, -0.38714566634150654] Predicted: 1.6960150814990829 Movie Vector: [2.2748191508021502, -0.3368396892171446] User Vector: [2.106598604624881, -0.5642321006583702] Predicted: 4.982186614285868 Movie Vector: [1.0787256788865693, 1.4890317436364113] User Vector: [1.3201990964198458, -0.36411045388802676] Predicted: 0.8819606425217998 Movie Vector: [1.6879652314737366, -0.12408178979379529] User Vector: [1.376455495100087, -0.5023780588457741] Predicted: 2.3857449870946312 Movie Vector: [1.7197134630745694, -0.3398863493281801] User Vector: [2.0224060784413243, -0.6407841089169211] Predicted: 3.6957527323866723 Movie Vector: [1.5917056249066934, -1.0377809859602316] User Vector: [2.0043390162763632, 0.019296472067635267] Predicted: 3.1702921746191315 Movie Vector: [1.833093817021415, 0.06467634831596882] User Vector: [2.1232373829856392, -0.08234478598009035] Predicted: 3.886767558759653 Movie Vector: [1.9156618861410033, 0.9676933666587066] User Vector: [0.9139962232597949, -0.756962722762469] Predicted: 1.0183999233504575 Movie Vector: [2.4441629911277287, -0.13399205049164414] User Vector: [0.11135150635329477, -1.0292064719485732] Predicted: 0.41006671639070735 Movie Vector: [2.2701323366583543, -0.1778456416841542] User Vector: [2.171734295153719, -0.30802908747693675] Predicted: 4.984905880778117 Movie Vector: [1.0402113424737054, -0.3224934057828548] User Vector: [2.1176523911804748, -0.4892006876883521] Predicted: 2.3605700326064256 Movie Vector: [1.1424593544516828, -0.9605929701951338] User Vector: [2.003193307137941, -0.770329138636867] Predicted: 3.0285396878257904 Movie Vector: [1.4164099264431833, -0.4943845549347303] User Vector: [1.9212369990580505, 0.07245488546627449] Predicted: 2.6854385802116445 Movie Vector: [0.7973885311973121, -0.07339938133723432] User Vector: [1.9174533462262, 0.4969764451566389] Predicted: 1.4924775437730056 Movie Vector: [1.2706942132457717, -0.4998798766027657] User Vector: [1.477204527310966, -1.2604358704172074] Predicted: 2.507141772004353 Movie Vector: [2.0307871082294158, 0.6140917309706467] User Vector: [2.0500322600076215, 0.7833352783498269] Predicted: 4.64421880209011 Movie Vector: [1.7438766205055718, -0.8617551066119903] User Vector: [2.0737148528682674, 0.3009213862685441] Predicted: 3.356982308206446 Movie Vector: [1.7759362052759806, -0.9820897478759422] User Vector: [0.8767255419022082, -0.5214912573507547] Predicted: 2.069159849405446 Movie Vector: [0.24197085556257908, -2.8834382814714674] User Vector: [1.1427922786425595, -0.613912597719395] Predicted: 2.046701511135146 Movie Vector: [1.9697714044451757, -0.604326726129503] User Vector: [1.7157705009197586, -0.026551032471298724] Predicted: 3.3957211678310535 Movie Vector: [1.9713569885239473, 0.5913829618112415] User Vector: [1.5393943309984797, -0.5874745346510288] Predicted: 2.6872733422173933 Movie Vector: [2.2005546951987456, -0.0038380714299858527] User Vector: [1.6111710888808015, -0.4693944843036213] Predicted: 3.5472716739647216 Movie Vector: [1.2493599783778992, -0.06497113547427583] User Vector: [1.7906108219047734, -0.6859676128408442] Predicted: 2.281685592443028 Movie Vector: [0.7879106183004383, 0.03148242160251975] User Vector: [2.083469046000831, -0.18577708772922338] Predicted: 1.6357386716443594 Movie Vector: [2.0329049373700085, -0.5333867232089973] User Vector: [2.0637987302340046, 0.6911157099703752] Predicted: 3.8268746845313037 Movie Vector: [1.5596181923339145, -0.3377315728075607] User Vector: [2.042876848101522, -0.5576457090710881] Predicted: 3.3744424593908664 Movie Vector: [1.8276039151975663, -0.16066017029045718] User Vector: [1.9738683757054816, -0.43556204759063294] Predicted: 3.67742704426197 Movie Vector: [2.0937347645335627, -0.32339910080897666] User Vector: [1.767700489694918, 0.6508010057026014] Predicted: 3.490627508507454 Movie Vector: [1.8715284601563806, -0.2525115384990804] User Vector: [0.7889931219968958, 0.42137560442061556] Predicted: 1.370220880526596 Movie Vector: [2.061256193796273, -0.07933621399132496] User Vector: [1.7881649585418726, -0.1430174261116856] Predicted: 3.6972125574463757 Movie Vector: [1.0863747631033671, -0.20012283505606818] User Vector: [2.4373398380489766, -0.11539835997005561] Predicted: 2.6709583361208846 Movie Vector: [2.0140567975758494, -0.15872056758192854] User Vector: [1.7798949955912189, -1.3483061692378755] Predicted: 3.798813535297382 Movie Vector: [2.2115493808269897, 0.47738710206459795] User Vector: [1.9931289812025694, 0.11385977296997438] Predicted: 4.46225835134674 Movie Vector: [2.128552151579998, -0.32871278756522965] User Vector: [1.6642321722806819, -0.3438955063805341] Predicted: 3.6554478215702004 Movie Vector: [2.0969776207810957, -0.6240075534636812] User Vector: [1.919643378676753, -0.3533996905460024] Predicted: 4.245973281258195 Movie Vector: [2.0695744594791603, -0.32187933322388873] User Vector: [1.4403953460340586, -1.0939685553749339] Predicted: 3.3331312888767197 Movie Vector: [1.7947382555753737, -0.2598662953801689] User Vector: [1.808957927300289, -0.04685815056388375] Predicted: 3.258782848847567 Movie Vector: [1.6789733792455006, -0.686824742998832] User Vector: [2.0386929183879703, -0.4930849535127196] Predicted: 3.7615740849026866 Movie Vector: [2.393169744918683, -0.0312754414877422] User Vector: [1.8247045824883896, -0.9035423691949459] Predicted: 4.395086486725144 Movie Vector: [1.004123568798057, -0.588075175165649] User Vector: [1.6508261042675278, 0.2666582736499639] Predicted: 1.5008182882960313 Movie Vector: [2.014905484119149, 0.12066167845844487] User Vector: [1.813809761964057, 0.1099513515719236] Predicted: 3.6679221511596696 Movie Vector: [1.554771937816954, -1.3498067548216406] User Vector: [2.0361217429493164, -0.3923147786210724] Predicted: 3.6952540861156224 Movie Vector: [0.5422306060791016, 1.6453266143798828] User Vector: [1.8401519856391435, -1.1241248520245841] Predicted: -0.8517658104711208 Movie Vector: [1.803881210721393, -0.853047706727553] User Vector: [1.9097361473104773, -0.9129809736569803] Predicted: 4.2237534794328075 Movie Vector: [2.0335977361237063, -1.4270834778631416] User Vector: [1.7644575940365725, -0.04068552216808215] Predicted: 3.6462586051933603 Movie Vector: [1.7474024816262355, -0.34865940597024075] User Vector: [1.9907963506370185, -0.37457301710637686] Predicted: 3.60932088915237 Movie Vector: [1.7411659072427963, -1.2192352688809132] User Vector: [1.8103983814458076, -0.8660045691916294] Predicted: 4.208067254071435 Movie Vector: [0.6859889140945965, -0.4395136621881299] User Vector: [1.7940957990316813, -0.8545888371407899] Predicted: 1.6063332984362644 Movie Vector: [2.198301438230143, -0.39667803017883885] User Vector: [1.2425422844160403, -0.1344710170523706] Predicted: 2.7848241890540284 Movie Vector: [1.4468671203984094, -0.23381767859972236] User Vector: [1.889849314810173, -0.9043937213684766] Predicted: 2.9458240765768435 Movie Vector: [1.1132329341065623, -0.92308206002472] User Vector: [0.9588131468967691, -0.288793764375291] Predicted: 1.3339627157216738 Movie Vector: [1.9154629902604645, -0.0009855462567293386] User Vector: [1.421496444476872, -0.9956947761106807] Predicted: 2.723805133441729 Movie Vector: [1.5397441048117906, -0.6120905950639532] User Vector: [1.9274050160261458, -0.7237219749196004] Predicted: 3.4106939253003303 Movie Vector: [1.7242150993426704, -1.2111268452082873] User Vector: [1.7543198722353104, 0.2807483868065963] Predicted: 2.684802904774638 Movie Vector: [-0.11707916131338422, 0.9338567869402494] User Vector: [1.9867724192115548, 0.19886059578545903] Predicted: -0.046902331532619745 Movie Vector: [0.7549206299252667, 0.860778450066291] User Vector: [1.9723916459762458, 0.15732300882292552] Predicted: 1.6244193995340843 Movie Vector: [1.0693295102570666, -0.3719543158891536] User Vector: [2.0072984198829418, -0.9891052939162215] Predicted: 2.5143654192141582 Movie Vector: [1.8114313263871238, -1.3531878344204467] User Vector: [1.590437898170431, -0.32466820331893625] Predicted: 3.320306094373542 Movie Vector: [0.20712804110466945, -0.6572730418199215] User Vector: [2.333594328361101, -0.5649027086291206] Predicted: 0.8546481435993767 Movie Vector: [1.978058424979352, -0.2967246596522694] User Vector: [1.4831346747113812, 0.14815392130744523] Predicted: 2.889766116815758 Movie Vector: [1.3629631252512038, -1.5602540543546783] User Vector: [0.547091431968007, -0.5744499524962776] Predicted: 1.6419533153194408 Movie Vector: [1.6976117083953104, -0.6286222549709214] User Vector: [1.9397319575611758, -0.5946475734080098] Predicted: 3.666720380813137 Movie Vector: [1.4543635775511514, -0.3721397970035435] User Vector: [1.565435150344052, -0.7243483319403744] Predicted: 2.546270706886846 Movie Vector: [2.1762956477946274, 0.031091394032505923] User Vector: [1.443622188803185, -0.6852912830352292] Predicted: 3.1204420252442358 Movie Vector: [0.039430687639970805, -0.8194609021441317] User Vector: [1.0875544228005911, 0.3619221119734397] Predicted: -0.2536980016467455 Movie Vector: [2.0420862349816016, 0.7078868102951067] User Vector: [1.8752751663905884, 0.13546348361977423] Predicted: 3.9253664174201184 Movie Vector: [0.7542082547835144, 0.13374895970076747] User Vector: [1.9205147876057131, 0.07394928557533564] Predicted: 1.4583587462623528 Movie Vector: [2.119740253162411, -0.6544738385250765] User Vector: [1.9133612561434568, -0.2989630039587792] Predicted: 4.25149233826657 Movie Vector: [1.115542828806321, 0.736968846445412] User Vector: [0.9099533643445025, -0.39555642785008477] Predicted: 0.7235791858059504 Movie Vector: [1.8998131985670075, -0.13343541302935868] User Vector: [1.718063110064867, -0.06558491129302656] Predicted: 3.2727503221991943 Movie Vector: [2.2252803122460514, -0.24496690011826827] User Vector: [1.8519012404606028, -0.3499728374426702] Predicted: 4.206731131734946 Movie Vector: [2.08180725922008, 0.584018149170545] User Vector: [1.685055910148164, -0.48433115818278094] Predicted: 3.2251034393506126 Movie Vector: [2.279433409076512, 0.11774806252428244] User Vector: [0.6594061839326534, -0.35734687985338986] Predicted: 1.4609955830559074 Movie Vector: [0.4168090923033466, -0.4207094616924081] User Vector: [1.700821106027348, 0.6184120421038426] Predicted: 0.44874590403602255 Movie Vector: [1.9833692918129784, -0.7840221610140758] User Vector: [1.9811531007186014, -0.46954689688151596] Predicted: 4.297493395135838 Movie Vector: [2.070008603431116, 0.45085444503618843] User Vector: [2.217939125172166, -0.11497759271099098] Predicted: 4.539314912239555 Movie Vector: [1.8353567871520717, 0.38166033265377936] User Vector: [1.875447479838761, 0.28258006316226103] Predicted: 3.549964861977153 Movie Vector: [2.281527747390723, 0.09415458597773152] User Vector: [2.005355493810276, -0.13853237277095168] Predicted: 4.562230744307809 Movie Vector: [1.922384441933407, 0.1131004625802454] User Vector: [2.0530935121266345, 0.24934119525037252] Predicted: 3.9750356300697876 Movie Vector: [1.703170667753828, -0.6955493155334372] User Vector: [1.7787759138238537, 0.2635699219464364] Predicted: 2.8462330821267536 Movie Vector: [0.39796147352162087, -0.41201769033718744] User Vector: [1.4010754376084162, -0.7655443389449141] Predicted: 0.8729918560483876 Movie Vector: [2.3168806086498166, 0.03364560320253921] User Vector: [1.3467318061149989, 0.011668807718705106] Predicted: 3.1206094107141356 Movie Vector: [1.702524713625111, 0.1420399356280581] User Vector: [1.2913863736362583, 0.14428026674188063] Predicted: 2.219110775754857 Movie Vector: [1.9061066232871267, 0.29792212528949585] User Vector: [1.6828220984491054, -0.3165694805464393] Predicted: 3.113325295221594 Movie Vector: [1.8664905419987066, -0.560484500016136] User Vector: [2.1452010868301534, -0.844502816047481] Predicted: 4.477328277868419 Movie Vector: [2.6118822324805024, -0.3653832146306225] User Vector: [1.8739592321666165, 0.2284244798479108] Predicted: 4.811098352141633 Movie Vector: [2.390684620521151, -0.5453912682292065] User Vector: [1.9925777583255255, -0.017209597400505174] Predicted: 4.773010966173321 Movie Vector: [0.9210202680611183, -0.09484684419797776] User Vector: [1.4180253018833497, -0.2128431025608997] Predicted: 1.3262175402452587 Movie Vector: [1.45147441532763, -0.23602251502441826] User Vector: [2.3110310023997642, -0.15384971398199973] Predicted: 3.3907143694420436 Movie Vector: [0.46965253209380947, -1.2299198388482449] User Vector: [1.830890478171543, 0.15313110866961727] Predicted: 0.6715433605621219 Movie Vector: [2.3259104587166393, -0.6853807354583622] User Vector: [1.7839144989443163, -0.6988197120076758] Predicted: 4.62818295871946 Movie Vector: [2.0359320320734433, -0.5314647570319332] User Vector: [2.112200487921426, 0.49511976064059315] Predicted: 4.037157928229826 Movie Vector: [1.1847482681719932, -0.9291732400198425] User Vector: [1.117629894897029, 0.8465206876345284] Predicted: 0.5375457123633021
avg loss: 10.394530799775021: 64%|████████████████████████████▉ | 45032/70000 [01:13<00:43, 570.68it/s]
Movie Vector: [1.8880503896048364, -0.32626039605049034] User Vector: [1.951350107942222, -0.1954339204519318] Predicted: 3.748009679844099 Movie Vector: [2.3496010049640175, 0.6672557692093606] User Vector: [2.0459508939411473, -0.6454375361056186] Predicted: 4.376496356880401 Movie Vector: [1.8859265970658705, -0.10960991950335636] User Vector: [2.354022020704717, 0.398403985831353] Predicted: 4.39584371010898 Movie Vector: [1.7269015494312476, 0.08572952723268448] User Vector: [1.8687529753476295, 0.03520233308094233] Predicted: 3.2301702880045924 Movie Vector: [1.4980859509490618, -1.0214947018760618] User Vector: [1.9036883814460284, -0.5341865401176805] Predicted: 3.397557539772969 Movie Vector: [1.5848928869325918, -0.06056801710863806] User Vector: [1.9425602476019412, -0.39409389711825854] Predicted: 3.102619404765399 Movie Vector: [2.034298336265458, -0.4980027963077281] User Vector: [1.879637046330385, -0.20444353319719677] Predicted: 3.9255559673520573 Movie Vector: [1.852171919368586, -0.3800859422528598] User Vector: [1.8915487007446241, 0.16487779354483947] Predicted: 3.4408056561212628 Movie Vector: [-0.1282059707280791, -0.9945724116725481] User Vector: [0.5679712670226709, -1.0071430938982027] Predicted: 0.9288594281633885 Movie Vector: [2.3213718199049103, -0.5447926238910756] User Vector: [1.627444911088427, -0.03745793110169977] Predicted: 3.798311559618753 Movie Vector: [1.4210161464328221, -1.6212101456246222] User Vector: [1.9694516952360837, -0.35490964554073334] Predicted: 3.3740057766806437 Movie Vector: [1.5662252664810663, -0.906301305964724] User Vector: [0.6250870836117528, -0.7589892166572786] Predicted: 1.6669001023733245 Movie Vector: [2.136748058610114, -0.3258030029013429] User Vector: [1.5331869176121984, -0.09616011971951825] Predicted: 3.3073634254582616 Movie Vector: [0.7385175420630874, 1.3818011327157598] User Vector: [1.8041818887603736, 0.2523898181422048] Predicted: 1.6811725105168729 Movie Vector: [1.4797986928275357, -0.2777487789302754] User Vector: [1.6044631567570329, -0.6563738932394917] Predicted: 2.5565895294279786 Movie Vector: [2.052801506884451, -0.603592817373957] User Vector: [2.0637377937229386, -0.01008243948479173] Predicted: 4.242529740823469 Movie Vector: [1.701147700996748, -0.9565226840101867] User Vector: [1.9997171329650605, -0.7000585053476102] Predicted: 4.071436043886576 Movie Vector: [1.7490981430947818, -1.2071447467878083] User Vector: [2.152328338237559, 0.20513172893673073] Predicted: 3.5170098107561167 Movie Vector: [1.7664198063643972, 0.6955595358946124] User Vector: [1.8459908634753908, -0.5375818574224039] Predicted: 2.886874636356555 Movie Vector: [1.528302297612234, -0.46000964781164927] User Vector: [1.8821335359150067, 0.1378409294118758] Predicted: 2.813060849959155 Movie Vector: [0.8107184362981769, -0.3597128194749743] User Vector: [1.2745995056527686, 0.1428797551201171] Predicted: 0.9819456385690905 Movie Vector: [1.9854155512308906, -0.29598973845980825] User Vector: [1.347744251344744, 0.7436986939682073] Predicted: 2.455705213781338 Movie Vector: [1.6843500534590277, -0.026971821445199856] User Vector: [1.8480108643775977, 0.3343958974893058] Predicted: 3.1036779317681815 Movie Vector: [1.9246908803006193, 0.11338057164291362] User Vector: [0.9921786057058378, -0.3164600824544118] Predicted: 1.8737566889805652 Movie Vector: [1.7251082059616092, -0.5906818858857872] User Vector: [2.3114336358444043, -0.7277746763036751] Predicted: 4.417356451029833 Movie Vector: [1.5846684113723868, 0.9983833032381474] User Vector: [1.4250005616997874, -0.47622473631087603] Predicted: 1.7826985509917928 Movie Vector: [2.3948143842832934, -0.5150333037929133] User Vector: [0.948382860928012, -0.02118301127170609] Predicted: 2.2821108734376945 Movie Vector: [1.9905188808230814, -0.07955417455422586] User Vector: [0.7165395285403505, 0.46028853458108826] Predicted: 1.3896675859902643 Movie Vector: [2.0027493909073293, 0.2548784378105301] User Vector: [1.412294022248962, 0.6335947258683445] Predicted: 2.9899606267754857 Movie Vector: [1.7525355087179384, -0.39595075851507344] User Vector: [1.9595446694504965, -0.09725030614178333] Predicted: 3.4726779466136124 Movie Vector: [2.188116295870805, -0.4167613434620421] User Vector: [2.372232165797865, -0.687510969712284] Predicted: 5.477247854953385 Movie Vector: [2.1664052785827193, 0.17896332143609495] User Vector: [2.22746239568561, -0.17414676549373118] Predicted: 4.794420408287705 Movie Vector: [1.9214175863780816, 0.0037948457933381294] User Vector: [1.957797355266115, -0.7692505424616645] Predicted: 3.7588270817877265 Movie Vector: [1.9254668604275875, -0.4022756838964779] User Vector: [1.5659558187477876, -0.2442181398622769] Predicted: 3.113439053125638 Movie Vector: [0.9854315126309349, 0.9612784502176333] User Vector: [1.7311766451478348, -0.5467488553598825] Predicted: 1.1803781277207652 Movie Vector: [1.6883149780780509, -0.6741307553043778] User Vector: [1.864766640588902, -0.5715460251021213] Predicted: 3.533610203519841 Movie Vector: [2.0132849020397945, 0.11062843362165628] User Vector: [2.112470923455413, 0.030205620302628505] Predicted: 4.256347416651495 Movie Vector: [1.994379622024545, 1.4206122163938713] User Vector: [1.8062480937221221, -0.8623748223566509] Predicted: 2.3772441826897284 Movie Vector: [1.8898220598265252, -0.03017815750566189] User Vector: [1.7340817782423799, -0.4885996430216969] Predicted: 3.2918510350499766 Movie Vector: [2.4521298571036296, -0.20762868363721504] User Vector: [1.2216955600324926, -1.6215042373156863] Predicted: 3.332426949352637 Movie Vector: [1.974077189089156, -0.5091799059413377] User Vector: [2.3145068561231668, -0.24598356115396067] Predicted: 4.69426507519469 Movie Vector: [-0.2826484321445063, 0.4017433813953113] User Vector: [2.0423847945054736, 0.1938609031637574] Predicted: -0.4993945252453949 Movie Vector: [1.0518081076941703, -0.2929100491052498] User Vector: [1.7128556981113738, -0.5731265835668293] Predicted: 1.9694700463197852 Movie Vector: [-0.03623631110991299, -0.5729515088933341] User Vector: [1.8228726099828545, -0.3094598479574728] Predicted: 0.111251307820058 Movie Vector: [2.047737360280307, 0.5553301819823151] User Vector: [2.480501408459987, -0.6315074835580857] Predicted: 4.728720240563932 Movie Vector: [1.4537006643079542, -0.7630444612943049] User Vector: [2.1519703070619425, -0.6596910025696674] Predicted: 3.6316942306234097 Movie Vector: [2.066357516540198, -0.5946867578433842] User Vector: [2.1978264117118504, -0.3751026577011893] Predicted: 4.764563709258112 Movie Vector: [0.5685284351389179, -0.03042442468435659] User Vector: [2.0448065199849683, -0.6421481679830359] Predicted: 1.182067639541908 Movie Vector: [1.796908840104493, -0.14810796038691035] User Vector: [2.0285899925943807, -0.7467328326892964] Predicted: 3.7557883674439023 Movie Vector: [2.113951012580942, -1.1071241462760917] User Vector: [1.683208723804186, -0.18349070519124433] Predicted: 3.7613677764053888 Movie Vector: [1.59102359254775, -0.3048092596821071] User Vector: [2.0698607937621936, -0.19509966790555686] Predicted: 3.3526655415037805 Movie Vector: [1.5472691923455748, -1.17020780214478] User Vector: [1.1574995698179436, 0.5766143639016487] Predicted: 1.1162047970661013 Movie Vector: [0.5146513176922095, 0.4848718319040499] User Vector: [1.8262164114859056, 0.1546716419976376] Predicted: 1.0148606049613615 Movie Vector: [2.110692673794529, 0.57181956487571] User Vector: [1.8242260461313, -0.5553584878729584] Predicted: 3.532815702028948 Movie Vector: [1.8518386693769635, -0.4914302439299529] User Vector: [1.6999280036363782, -0.15867876136604905] Predicted: 3.225971954695249 Movie Vector: [1.785478438338295, -0.5172610761926604] User Vector: [1.8685997575080704, -0.5433369573837427] Predicted: 3.6173916362263867 Movie Vector: [1.8864313528759016, -0.5304017518035424] User Vector: [2.1760635924344465, -0.6723375180520169] Predicted: 4.461603583998143 Movie Vector: [1.9283797309002277, -0.8188044737331082] User Vector: [1.2109069323336858, -0.8067057461866383] Predicted: 2.995622658282678 Movie Vector: [1.3622915837919531, -0.5774760274400994] User Vector: [1.799206120103541, 0.009423504653267103] Predicted: 2.4456015068922956 Movie Vector: [2.137169873804775, -0.40199625236219716] User Vector: [1.708863273199341, 0.333307332403499] Predicted: 3.5181428074220022 Movie Vector: [2.1543558184967497, -0.33404483512963307] User Vector: [2.225282803839244, -0.3887633104044237] Predicted: 4.923915332180333 Movie Vector: [2.093339045559923, -1.3631815641725988] User Vector: [1.7351131228095524, -0.06064160145663622] Predicted: 3.7148455615682345 Movie Vector: [2.146035017157022, -0.1340165772309811] User Vector: [1.854704589483926, -0.3306987607432707] Predicted: 4.024580111523685 Movie Vector: [0.6400225733583371, 0.0017241943040647205] User Vector: [1.917696939638039, -0.6539401257276461] Predicted: 1.2262418103885664 Movie Vector: [0.5259002632589926, 0.09345462002264464] User Vector: [1.3311775115995887, -1.160882226832301] Predicted: 0.5915767963950203 Movie Vector: [2.065628903615693, 0.1068561965864157] User Vector: [1.9315755959689724, -1.1192382618208891] Predicted: 3.8703208368200466 Movie Vector: [2.1700890575677447, 0.4750186336723963] User Vector: [2.1988264788596856, -1.2897822576839508] Predicted: 4.158978675483689 Movie Vector: [2.2999906785509845, -0.4415714346332155] User Vector: [1.64366234568702, -0.7345919821388371] Predicted: 4.104782909188495 Movie Vector: [1.575922389997749, -0.05874814145716021] User Vector: [1.9509937914960367, -0.6382092919125488] Predicted: 3.1121084085257564 Movie Vector: [1.486249802682907, 0.06114253684946479] User Vector: [2.118406940563663, -0.5189809413322128] Predicted: 3.11675008608527 Movie Vector: [-2.6552867889404297, -0.9242534637451172] User Vector: [0.9433854393764118, 0.7191753178539481] Predicted: -3.169659172621456 Movie Vector: [1.342463367740456, 0.11606101125755432] User Vector: [1.830210407322758, -0.7350501472388199] Predicted: 2.37167976367459 Movie Vector: [1.5573580090080739, -0.8683496906762619] User Vector: [2.279034309112688, -0.7166810560025345] Predicted: 4.171602107394165 Movie Vector: [1.1201714361793782, -0.0043944972769877] User Vector: [0.8768700053195689, 0.23759688129996298] Predicted: 0.9812006143535471 Movie Vector: [0.3647841628529813, -0.6410307231076275] User Vector: [1.5803811949666948, -0.049408271482531116] Predicted: 0.608170251190465 Movie Vector: [1.921100446233795, -0.5145332551952888] User Vector: [1.537438528452507, -0.36784675243707904] Predicted: 3.142843230011606 Movie Vector: [2.378877953139501, -0.1104045661442139] User Vector: [1.2981974558557332, -1.1051078006047501] Predicted: 3.2102622538253476 Movie Vector: [0.8602842795653654, 1.8473828478982042] User Vector: [1.6972350499134565, -0.34899214819703406] Predicted: 0.8153825235375359 Movie Vector: [2.220940161350676, -0.36187752345187785] User Vector: [1.6902366524493755, -0.8116660151994798] Predicted: 4.047638151062185 Movie Vector: [2.0160295443000384, -0.2965674425421402] User Vector: [1.968272777931908, -0.7112016345451689] Predicted: 4.179015321441086 Movie Vector: [2.2501236207555766, -0.19675929324763394] User Vector: [1.3259290402912411, -0.35620105812526986] Predicted: 3.0535901214558816 Movie Vector: [1.6171253580928722, -0.3534293493309593] User Vector: [1.4572443757998483, -0.09456976118929217] Predicted: 2.3899705622076697 Movie Vector: [1.7635218233672474, -0.564070653350708] User Vector: [1.7196681697537306, -0.9322075829712388] Predicted: 3.558503286695787 Movie Vector: [1.7658840572373862, 0.8250578588328115] User Vector: [1.4998030106336133, 0.14600808233825227] Predicted: 2.768943341260815 Movie Vector: [1.5677145387260643, -0.08467349701011882] User Vector: [1.7706374094249369, -0.2080217342050273] Predicted: 2.7934679372569775 Movie Vector: [0.6778070953349374, 0.3373808699974474] User Vector: [2.0215166647886793, -0.3807026447084671] Predicted: 1.2417565492495133 Movie Vector: [1.8154820599210224, 0.031904026890649424] User Vector: [1.9979737174981658, -0.3798024389907472] Predicted: 3.615168213084938 Movie Vector: [1.1003033956351327, -0.8205312423702258] User Vector: [1.685150189705818, -0.454556237118036] Predicted: 2.2271540698580967 Movie Vector: [1.960388716808904, 0.11735692601152742] User Vector: [0.9721968969949294, -0.5404673787697739] Predicted: 1.8424562372035593 Movie Vector: [1.362272376727469, -0.027435236933972956] User Vector: [1.9929913244651383, -0.48547281576925505] Predicted: 2.7283160901019827 Movie Vector: [2.4144086887175513, 0.37439084920103266] User Vector: [1.8523308493814308, -0.3305505243346245] Predicted: 4.348528605616602 Movie Vector: [0.7923798557672868, -1.6155772741380934] User Vector: [2.4444596202202113, -0.3991020939406312] Predicted: 2.581720834330458 Movie Vector: [1.7874279959387664, -0.059347374390609206] User Vector: [1.4749829985075384, -0.842062355301231] Predicted: 2.6864000949263827 Movie Vector: [2.047268809470094, -0.8310570057549795] User Vector: [0.08669788167438208, 0.42097911326641807] Predicted: -0.17236377235748448 Movie Vector: [2.02518064053902, -1.4843204634401068] User Vector: [1.0955036124265791, 1.0698088363403542] Predicted: 0.6306535597778338 Movie Vector: [1.9137475808356799, 0.2882912338760892] User Vector: [1.5826525911658598, -0.1548165120112836] Predicted: 2.9841653243748594 Movie Vector: [1.7439873454632588, -0.20020206549957456] User Vector: [1.464364581103076, -0.006261600423785884] Predicted: 2.5550868839265455 Movie Vector: [2.4250135521189735, -0.14967810661204692] User Vector: [1.6283975208360564, -0.5417011729294108] Predicted: 4.029966862177974 Movie Vector: [1.7758170838114882, 0.6928228994547061] User Vector: [1.673112769281181, -0.31277718241738345] Predicted: 2.754443044426985 Movie Vector: [1.817743091077761, -0.15299917834679044] User Vector: [1.5319180235750167, 0.1388418712120809] Predicted: 2.7633907112354064 Movie Vector: [1.0184654198465346, -0.5436672213210928] User Vector: [1.8933766561144914, -0.9049637493577626] Predicted: 2.420337778006926 Movie Vector: [1.139879125942285, -1.049370518822226] User Vector: [1.5512722940721666, 0.13721282500742182] Predicted: 1.624275813298363 Movie Vector: [1.2461745091932666, -1.6658126899631556] User Vector: [2.043852951950853, -0.49433203047276775] Predicted: 3.370462018677353 Movie Vector: [1.9834653667437818, -0.6387103227269127] User Vector: [1.6610611821437886, -0.2889947224921183] Predicted: 3.479241239294005 Movie Vector: [2.067475756012166, -1.015639304096339] User Vector: [1.5702865946480622, -0.5165278771264216] Predicted: 3.7711354780968103 Movie Vector: [-0.14075495909865027, -0.28802467386581837] User Vector: [2.092217249751593, -0.880456150134076] Predicted: -0.0408968579187548 Movie Vector: [1.6420053492363478, -1.3785290357332483] User Vector: [1.8166669485818467, -0.8769330310964437] Predicted: 4.191854493112281 Movie Vector: [1.781478333495565, 0.8265759851172412] User Vector: [2.320428072551808, 0.40035646370539596] Predicted: 4.464717374071263 Movie Vector: [1.7277752320813795, -1.0029160315872452] User Vector: [1.7287866481465142, -0.9755472755656273] Predicted: 3.9653467544565615 Movie Vector: [2.0869139307929174, -0.2865110899397508] User Vector: [2.053272104628331, -0.27821520249192205] Predicted: 4.364713899761126 Movie Vector: [1.980434984964395, 0.58883927737358] User Vector: [1.490637058046735, 0.32692160313278745] Predicted: 3.1446140601866786 Movie Vector: [2.2891095575748643, -0.6761207609365524] User Vector: [1.9061207530149489, -0.5329498058666435] Predicted: 4.723657661901861 Movie Vector: [1.060321804385521, -0.6771337520051119] User Vector:
avg loss: 10.370976063323756: 65%|█████████████████████████████ | 45169/70000 [01:13<00:40, 620.44it/s]
[1.076616028619847, -0.44075698388925133] Predicted: 1.4400108803199552 Movie Vector: [2.6263301091437645, -0.0363719953954446] User Vector: [2.048849140183797, -1.077145951854951] Predicted: 5.42013213355911 Movie Vector: [2.151896832580033, -0.553787176049488] User Vector: [0.24700955624714888, -0.7258722319297345] Predicted: 0.9335178151983459 Movie Vector: [1.8695951599371174, 0.6752917186750035] User Vector: [1.9983040890908073, -0.5421985049714474] Predicted: 3.3698774927615376 Movie Vector: [1.7511566183146197, -0.5674849111515716] User Vector: [2.024031008689385, -0.9546425851238405] Predicted: 4.086140559140942 Movie Vector: [1.8500818307371591, 0.025326824583431558] User Vector: [2.505499344891816, -0.624728240840177] Predicted: 4.619556432340128 Movie Vector: [1.4893669028907655, -0.7739780213956555] User Vector: [1.9975839930855384, -0.653724913314434] Predicted: 3.4811041999901287 Movie Vector: [2.043515554105606, -0.8666582170225365] User Vector: [1.5510676027975605, -0.602952608365181] Predicted: 3.6921846043009663 Movie Vector: [1.891565614142625, -1.0508680860611854] User Vector: [0.06457597520148545, -0.17333638136322127] Predicted: 0.30430336551879683 Movie Vector: [1.9907404924262246, -0.5817812132737773] User Vector: [2.2047310780905307, 0.3574985274904164] Predicted: 4.181061504998381 Movie Vector: [2.0883792896929467, -0.10710837131186295] User Vector: [1.843280059364143, 0.5052783911424217] Predicted: 3.7953483555457184 Movie Vector: [1.7967640279903248, -0.1942181108283235] User Vector: [1.301267529768863, -1.1077649312487063] Predicted: 2.5532187004695133 Movie Vector: [2.0379109270890616, 0.21863184267555297] User Vector: [1.6182332088227918, -0.5351473547365246] Predicted: 3.1808148865693684 Movie Vector: [2.048384367661188, 0.7083417659242149] User Vector: [2.2217677470084327, -0.685188006151563] Predicted: 4.065687039278401 Movie Vector: [0.713114882320818, 0.2741547119910773] User Vector: [1.6270349065792589, -0.22167068651240157] Predicted: 1.0994907427194596 Movie Vector: [1.4935933823918535, -1.0914760843343563] User Vector: [1.6229163281590657, -0.4125905048777075] Predicted: 2.874309756611521 Movie Vector: [2.3278195636557775, -0.018276298600275243] User Vector: [1.691683045736933, -0.8769514967843974] Predicted: 3.9539603167844137 Movie Vector: [2.013820262002454, -0.818263272892318] User Vector: [1.5118064236010387, -0.42153473143449316] Predicted: 3.389432797054609 Movie Vector: [2.0418170071242527, 0.7103671246405074] User Vector: [2.0230782373573533, -0.46656161553897313] Predicted: 3.7993255184811496 Movie Vector: [2.043019517680065, -0.146161839870601] User Vector: [1.47651527901818, -0.40719509645546503] Predicted: 3.0760659176711864 Movie Vector: [2.0223909140639336, -0.6454826667360133] User Vector: [1.2282812212222909, -0.7676566310971962] Predicted: 2.9795738310935156 Movie Vector: [1.6255921809516671, -0.6630764606448938] User Vector: [1.8334026342774528, -0.7133351522106138] Predicted: 3.4533607347990167 Movie Vector: [2.627811961894408, -0.3634414754011718] User Vector: [2.079636359121007, 0.6869602864578684] Predicted: 5.215223440836457 Movie Vector: [2.0790747001537446, -0.24430768775723535] User Vector: [1.648513634873999, -0.04240245796067069] Predicted: 3.437742237584614 Movie Vector: [0.5651928782949092, -0.09636817105688876] User Vector: [1.709196395428929, -0.811306430868767] Predicted: 1.0442097472132754 Movie Vector: [1.9001563557238872, -0.8137156635750306] User Vector: [1.7718893568881435, 0.02100309311423393] Predicted: 3.3497762772799398 Movie Vector: [1.8914552055147222, 0.2911842169616387] User Vector: [1.3881740794562605, -1.1507537044417029] Predicted: 2.290587772404589 Movie Vector: [1.5531491343682076, 0.05474067666567037] User Vector: [1.5168765690481165, -0.2558782446851673] Predicted: 2.3419285819024087 Movie Vector: [1.0099385863436787, 0.9235197553371881] User Vector: [2.1424836599510546, -0.6473752957828185] Predicted: 1.5659130440227105 Movie Vector: [1.80604475157988, 0.6803559525997213] User Vector: [1.2809518986445647, 2.1036099730876687] Predicted: 3.7446600207116334 Movie Vector: [1.6637408920657077, -1.362020755133056] User Vector: [1.8555756463382012, 0.03270634697805937] Predicted: 3.042650357725421 Movie Vector: [1.8340540626079296, -0.15152087090886984] User Vector: [1.4757955641599347, -0.7001171963058056] Predicted: 2.8127712173488213 Movie Vector: [2.153344234072442, -0.24101514975714639] User Vector: [1.5111376671004269, -0.6857567363376066] Predicted: 3.419277344845766 Movie Vector: [0.8079585576011883, -0.9378282916850974] User Vector: [0.07891272912509649, -0.8478704841970933] Predicted: 0.8589151425650626 Movie Vector: [1.1943566158680392, -0.28519977941300756] User Vector: [0.7159240529799372, -0.38223282234438294] Predicted: 0.964081345752678 Movie Vector: [2.572688090566952, -0.2331906232015395] User Vector: [1.6828715806353316, 0.1421945466673012] Predicted: 4.296345238500892 Movie Vector: [1.8460453974483066, -0.3686096993637225] User Vector: [1.9221998437054557, -1.0857307241181247] Predicted: 3.94867905025545 Movie Vector: [-0.34529012023768213, -0.14157043429597727] User Vector: [0.4077544779368851, -1.2824464526806378] Predicted: 0.04076290855305301 Movie Vector: [2.1806969942312064, 0.6519741871439133] User Vector: [1.7107140584550888, 0.02472413343736516] Predicted: 3.7466685020627444 Movie Vector: [2.0092532775292824, -0.8087431085079959] User Vector: [2.174592670939278, 0.13167348502439613] Predicted: 4.262817427789189 Movie Vector: [0.4449567214286725, 0.01132177694805976] User Vector: [1.4453032915015254, -0.9957070252374396] Predicted: 0.6318242412112332 Movie Vector: [2.217316772646566, -0.3601375413808927] User Vector: [1.8034724181539101, -1.0535057567429076] Predicted: 4.378276614842134 Movie Vector: [1.487373781288313, -0.24550696072894845] User Vector: [2.0061431641090306, -0.6567424075852826] Predicted: 3.1451195762746247 Movie Vector: [1.8007424762862432, -0.2811187420852981] User Vector: [1.6888533380941797, 0.1324656922694078] Predicted: 3.003951353343767 Movie Vector: [2.0495829882536802, -0.5581064651253067] User Vector: [1.506340799512846, 0.7591899983988437] Predicted: 2.663661630829111 Movie Vector: [2.336142477071482, -0.545132591317747] User Vector: [2.103597681834843, 0.5264787924515112] Predicted: 4.627303150800547 Movie Vector: [2.256662907416769, 0.5511997408286223] User Vector: [2.129198062261921, -0.7550253268127362] Predicted: 4.388712525191911 Movie Vector: [2.1870117150263986, 0.17735227549342514] User Vector: [1.9246625190376279, -1.1686580755452962] Predicted: 4.001995307635785 Movie Vector: [2.2177029936782264, 1.0812952325082585] User Vector: [1.621818455656691, -0.7388178325192966] Predicted: 2.797831444317241 Movie Vector: [1.8273264666120899, -0.34473685363817047] User Vector: [1.7417908318746478, -0.6803223717623967] Predicted: 3.4173526802878595 Movie Vector: [1.892732824528487, -1.193455371419597] User Vector: [2.1267326231743797, -0.3546422415971355] Predicted: 4.44858633304411 Movie Vector: [1.2456272213329596, -0.8206803398289017] User Vector: [1.9623438873398793, 0.4633225487507259] Predicted: 2.0641092569277535 Movie Vector: [1.0752089264905753, -1.25853839577102] User Vector: [2.141776215051321, -0.3850339735673906] Predicted: 2.7874369443792233 Movie Vector: [1.9046674681516014, -0.9470071891103274] User Vector: [2.071258379899041, -0.06788333443427916] Predicted: 4.009344460060137 Movie Vector: [1.3014621216483944, 0.507025297960001] User Vector: [1.7774614590553215, 0.5598880318757057] Predicted: 2.5971761578364077 Movie Vector: [2.0568316785587997, -0.19721759475897627] User Vector: [1.7441032418412203, -0.04971306647624927] Predicted: 3.5971310898946602 Movie Vector: [2.2076007263217456, -0.13790256644668] User Vector: [1.746909802859947, -0.38593493055881467] Predicted: 3.9097007670176787 Movie Vector: [0.537143180782793, 0.16029361802987524] User Vector: [1.206593893710646, -0.1685911624983398] Predicted: 0.6210895945761101 Movie Vector: [0.6586434502161066, 1.3689027088976258] User Vector: [1.6560024938385896, -0.46947267646803786] Predicted: 0.4480527775378098 Movie Vector: [2.3221616707933617, -0.41008249266998603] User Vector: [1.6880225711702446, -0.19822417594942604] Predicted: 4.001149578386396 Movie Vector: [1.1385418272368357, 0.38577452478322943] User Vector: [1.8953501780277258, 0.21980509231089757] Predicted: 2.242730659976519 Movie Vector: [2.1198060540742616, -0.4628940344253148] User Vector: [1.5727246147403324, -0.805217997097345] Predicted: 3.706601766986429 Movie Vector: [1.0887022906968111, -0.41171548884330056] User Vector: [2.167296243228014, -0.18242761749292122] Predicted: 2.4346486603355486 Movie Vector: [2.398035363354162, -0.4189923262474352] User Vector: [1.9628975820980943, 0.6233024888603811] Predicted: 4.445938856750183 Movie Vector: [1.3810712039319681, -1.2525721171373791] User Vector: [1.7367285778354482, -0.5636738738996109] Predicted: 3.104588005499721 Movie Vector: [0.8598801410049861, -1.1914993139360404] User Vector: [1.8241733339267066, -0.24091825485677834] Predicted: 1.8556243589709516 Movie Vector: [1.6082236821602516, 0.06255040762993522] User Vector: [2.337089353283968, -0.749051313423586] Predicted: 3.7117089802854806 Movie Vector: [2.1972393894274593, 0.28793855089672593] User Vector: [2.0805737674536573, -0.35710458650151516] Predicted: 4.468694457302842 Movie Vector: [1.0830779030590107, -0.8158847989043924] User Vector: [1.7923997185469551, -0.21665667413091583] Predicted: 2.118075415611994 Movie Vector: [1.8678164827442103, -0.7250514734989363] User Vector: [1.832497130908574, -0.33110687252610876] Predicted: 3.662837871503189 Movie Vector: [2.1053546529831864, -0.10245509889740997] User Vector: [2.062693621700036, 0.08758169465333188] Predicted: 4.333728422937601 Movie Vector: [2.143983519102637, -0.13365078967208946] User Vector: [1.8815898975081011, -0.2546698008021659] Predicted: 4.068134549950232 Movie Vector: [1.9968195376123428, 0.29188773315515953] User Vector: [2.0294132017335897, -0.37924994322523203] Predicted: 3.9416735248828143 Movie Vector: [2.0836479860952464, -1.0209589748505083] User Vector: [2.1118890914384782, -0.2699332389137718] Predicted: 4.676024215111786 Movie Vector: [2.0162081299755186, 0.350692876226677] User Vector: [1.7757268031856719, 0.051672504037723506] Predicted: 3.5983559962612133 Movie Vector: [2.60767056971397, -0.3700947234467975] User Vector: [1.9048507093119484, 1.1256685975463874] Predicted: 4.550619126069874 Movie Vector: [1.5655318734719001, -0.4567431259295488] User Vector: [1.9330248496805247, -0.21976342236148153] Predicted: 3.1265874468824486 Movie Vector: [1.6743199064097456, -1.372840954517944] User Vector: [2.191067111504272, 0.33730275540655436] Predicted: 3.2054842443774376 Movie Vector: [1.222831889656005, 0.2216791774131345] User Vector: [1.7302286211151927, -0.5577786930231926] Predicted: 1.9921308124472403 Movie Vector: [2.3701742560963432, 0.03410736798885991] User Vector: [2.0235584093306924, -1.206930676276166] Predicted: 4.755020818790078 Movie Vector: [1.7550663910104227, 0.4692807240713026] User Vector: [1.9763575065611083, -0.8653830780678033] Predicted: 3.0625310389118505 Movie Vector: [1.6082610985288535, -0.9145323563250722] User Vector: [1.138019255634762, -0.61485370891511] Predicted: 2.392535709423496 Movie Vector: [2.0227169266141938, -0.2877432657153889] User Vector: [1.8274880601597472, -0.002806282146008199] Predicted: 3.69729852125967 Movie Vector: [1.7335638345599886, -0.5021657500012967] User Vector: [1.8681677678442181, -0.7317685905478518] Predicted: 3.606057202325251 Movie Vector: [1.3396019452778807, 1.0954191148979384] User Vector: [1.7744684653687175, -0.4139436253012086] Predicted: 1.9236396483970961 Movie Vector: [1.4723951868703324, -0.6077006274960541] User Vector: [1.9952074122868262, 0.3074840033534471] Predicted: 2.7508755688762454 Movie Vector: [1.7802284101463326, 0.04274427258689946] User Vector: [2.2684414702311755, -0.4552244878074299] Predicted: 4.018885712464582 Movie Vector: [1.7868440842848043, -0.4710878013738062] User Vector: [2.023488846802625, -0.2955595039658888] Predicted: 3.7548935524239746 Movie Vector: [1.8091627416175318, -0.4743477606767047] User Vector: [1.5181638777829862, 0.154586662384031] Predicted: 2.67327768622222 Movie Vector: [1.8764405799676738, -0.27518133977719844] User Vector: [1.5873268460898315, -0.3314952712605331] Predicted: 3.0697458205503416 Movie Vector: [2.388817570061872, 0.21364376528984103] User Vector: [2.0826396537473375, -0.4451238634237021] Predicted: 4.879948258777013 Movie Vector: [1.898247512173173, -0.17925889247142224] User Vector: [1.624220191960257, -0.4868452872412653] Predicted: 3.170443285605792 Movie Vector: [1.6526756959842561, -0.9605376687543653] User Vector: [1.860327845742459, -0.48017505864167837] Predicted: 3.5357448486429788 Movie Vector: [0.9547523874647272, -0.44674721001011586] User Vector: [1.858199393149342, 0.3610812804647657] Predicted: 1.6128082523603273 Movie Vector: [2.0051532959216294, -0.07484910444748227] User Vector: [1.944301357812487, -0.5618791702764997] Predicted: 3.940678428585498 Movie Vector: [2.2533057556611897, 0.4262055864511215] User Vector: [1.7675223001101834, -0.5112940374181749] Predicted: 3.7648517970310063 Movie Vector: [1.54969477299014, -1.0359764512812515] User Vector: [1.8592332783082381, -0.0011155734006019213] Predicted: 2.882399800936298 Movie Vector: [1.9235322165240545, 0.13784633115276188] User Vector: [1.3217053477762812, -0.4206894611428078] Predicted: 2.4843523184266383 Movie Vector: [2.0618370379560553, -0.3178815378914008] User Vector: [1.4183348706233299, -1.7474769039094329] Predicted: 3.479866014120226 Movie Vector: [2.3557585002069112, -0.6970732239551868] User Vector: [1.6181776730459083, 0.18891884384152505] Predicted: 3.6803455405804404 Movie Vector: [1.7260124924295233, -0.13796826063968112] User Vector: [1.9341484048422604, 0.23295117720101863] Predicted: 3.3062244402379855 Movie Vector: [1.9023050087825462, -1.0796950267168597] User Vector: [-0.4280446123284443, -1.3091977281871146] Predicted: 0.5992628660978557 Movie Vector: [1.3354450511857898, -0.6897273968491587] User Vector: [1.3813724219828136, -0.32921327105398607] Predicted: 2.071814377233739 Movie Vector: [2.449498711562526, -0.010594602837450843] User Vector: [1.9951439724298923, -0.16907422837497127] Predicted: 4.888893864148442 Movie Vector: [-0.29928858633386934, -0.18678723590115237] User Vector: [1.4485560447396115, -1.1414580704619106] Predicted: -0.22032649297685644 Movie Vector: [2.2127130139226376, -0.9937581191040501] User Vector: [1.7011175498701288, -0.04858383318433739] Predicted: 3.812365519493958 Movie Vector: [1.4582646173408305, -0.5112576450373011] User Vector: [1.821541586493793, -0.6866655029472394] Predicted: 3.00735263256394 Movie Vector: [2.3541357212996123, 0.43130306069119395] User Vector: [1.7513206413455478, -0.03903818311301344] Predicted: 4.106009193380435 Movie Vector: [1.273918732315863, 0.3138979103204097] User Vector: [1.954738089817574, -0.19293140051193974] Predicted: 2.429616705934047 Movie Vector: [1.705449040440871, -0.1640637365159864] User Vector: [1.8002385493236626, -0.6998075747964483] Predicted: 3.185028152072002 Movie Vector: [0.6317949334021373, 0.2962071895577113] User Vector: [1.4929785954032302, -0.25672052777267745] Predicted: 0.8672138462202832 Movie Vector: [0.10078660393459393, -0.7990425558601525] User Vector: [0.8711658917252205, 0.1996225410404176] Predicted: -0.07170505370959632 Movie Vector: [1.826066774963124, -0.9802598026766959] User Vector: [1.9244661497847735, -1.1686739998010245] Predicted: 4.659807840101519 Movie Vector: [1.9105116922934922, -0.7541778158569047] User Vector: [1.5777605396407457, -0.019278956987525832] Predicted: 3.028869720295786 Movie Vector: [1.3658942547340058, 1.3232825458039539] User Vector: [1.7431268810287759, 0.6517531926631278] Predicted: 3.2433806160927308 Movie Vector: [1.978276591600935, 0.8018447721472428] User Vector: [1.814900850148194, -0.43550556524778933] Predicted: 3.241168007189839 Movie Vector: [2.062293167405298, 0.5566792551030239] User Vector: [1.7767844533284405, -0.3094802516320159] Predicted: 3.491969202103593 Movie Vector: [1.9174730358883976, -0.4010290095420842] User Vector: [1.6985758855757305, -0.4678803839339245] Predicted: 3.444607066954911 Movie Vector: [2.130224093065036, 0.18486820111000277] User Vector: [1.8354767697363312, -0.4980705585242284] Predicted: 3.817899428973289 Movie Vector: [2.210142444213891, 0.5088736837606526] User Vector: [1.8596189532817746, 0.5918950548208332] Predicted: 4.41122259565905 Movie Vector: [1.9403697177718604, -0.1625940442025621] User Vector: [1.9103637804220504, 0.2348523936033434] Predicted: 3.6686264289924986 Movie Vector: [1.6743026386152873, -0.6061505737248986] User Vector: [1.3950000596299235, -0.8274018981518706] Predicted: 2.8371824159726904 Movie Vector: [1.6988342020845626, -0.7254849752012624] User Vector: [2.2690536306181004, 0.12457345719496822] Predicted: 3.7643697425543534 Movie Vector: [2.2699564511144725, 0.09092665596059606] User Vector: [1.9620291880720115, -0.16927162090326925] Predicted: 4.438329510301189 Movie Vector: [2.0535429160761796, -0.12140981708413132] User Vector: [1.843003448715872, -0.8236433339954092] Predicted: 3.884685062937394
avg loss: 10.34922563498677: 65%|█████████████████████████████▊ | 45299/70000 [01:13<00:39, 621.06it/s]
Movie Vector: [1.5624002304458813, -1.2790312285568204] User Vector: [1.6520639649917086, 0.17889182843545903] Predicted: 2.3523768845118007 Movie Vector: [1.3081589567956087, -0.16402461197426454] User Vector: [1.8187202302109104, 0.5824783387513944] Predicted: 2.283634375558662 Movie Vector: [-0.2509710217726179, -0.8937139389409131] User Vector: [1.7785370683006176, -0.24824573462870583] Predicted: -0.22450059197158093 Movie Vector: [2.0524789578648486, 0.16313028345028982] User Vector: [0.4360280115497265, -1.4827736646736158] Predicted: 0.6530530305346329 Movie Vector: [1.5894032270893799, -0.8764355417217721] User Vector: [1.6036038962214496, -0.15573554079709567] Predicted: 2.6852653706913108 Movie Vector: [2.5108063602323365, -0.517624092213058] User Vector: [1.5025013963905522, -1.1036278618987245] Predicted: 4.343754432471731 Movie Vector: [1.3203339707251485, -0.202740017202029] User Vector: [0.9740289582061009, -0.35322572097438715] Predicted: 1.3576565107360874 Movie Vector: [1.8217978448568695, 0.31378214175693386] User Vector: [2.0760167270886707, -0.6221972850332229] Predicted: 3.586848402603878 Movie Vector: [2.4747541623164606, -0.4486414700105231] User Vector: [1.9076629776850595, 0.3755955544132293] Predicted: 4.552489152661746 Movie Vector: [1.5881885065060355, -0.648523543950506] User Vector: [2.2855829276234125, -0.7510546093309693] Predicted: 4.117013133261603 Movie Vector: [1.7946141183638231, -0.33195980719900314] User Vector: [1.7332643044014273, -0.2594169098135357] Predicted: 3.196656578900715 Movie Vector: [1.9077825779502426, -0.2573125337480895] User Vector: [1.794369858138841, -0.3610170365707442] Predicted: 3.5161617621625743 Movie Vector: [1.659337424916074, 0.2873611794444467] User Vector: [2.223131116818401, -0.5231949078614813] Predicted: 3.5385787568298372 Movie Vector: [2.115603929926688, -1.3639597141540025] User Vector: [0.36177368803659643, -1.3012987742905788] Predicted: 2.540288940364627 Movie Vector: [1.875323999527062, -1.1622179110240005] User Vector: [-0.027221393973376126, -1.6549071827289172] Predicted: 1.8723138354309625 Movie Vector: [1.2558309289750709, -0.17083446950504633] User Vector: [2.054203051836504, -0.6937416243884021] Predicted: 2.6982467092672247 Movie Vector: [1.9267988594844263, -0.15807016272525673] User Vector: [1.7558187638994143, 0.06271286154317539] Predicted: 3.37319655951365 Movie Vector: [2.088450702305629, -0.1981188479598939] User Vector: [2.471001879574927, 0.9348132013029896] Predicted: 4.975361496296937 Movie Vector: [1.5252823756015428, -1.8383205721770872] User Vector: [1.6341543325855283, -0.060504314874604545] Predicted: 2.6037731292450736 Movie Vector: [0.5399297517419377, -1.6726521562207812] User Vector: [1.7856890773565468, -0.5477246304635393] Predicted: 1.8802994443854795 Movie Vector: [1.8977707169655158, -0.11570524997061929] User Vector: [2.0532204413853794, -0.9110552550861938] Predicted: 4.001955505162979 Movie Vector: [1.4073933369210876, -1.2361218874619162] User Vector: [-0.5759281701499133, 0.24153566522765452] Predicted: -1.1091249916047201 Movie Vector: [2.291749262349448, 0.2240466604959021] User Vector: [1.0804382718374523, -0.4098165604437256] Predicted: 2.3842755807142604 Movie Vector: [1.5544196891904365, -1.8393993767678343] User Vector: [1.9345867579435854, -0.541357641502769] Predicted: 4.0029326553833 Movie Vector: [2.2333787207498905, -0.013400939490789559] User Vector: [1.7198007064295637, -0.056974681163541145] Predicted: 3.8417298159251967 Movie Vector: [0.7614397389231861, -0.7400312983915799] User Vector: [0.8616597441402571, -0.31548329380406687] Predicted: 0.8895694821534526 Movie Vector: [1.455304461154678, -0.7182926901723155] User Vector: [1.7619747442088292, -0.07813387876018402] Predicted: 2.6203326996572316 Movie Vector: [1.6908646637396199, -0.38846148367981537] User Vector: [1.3323378604536502, -0.37235809762877503] Predicted: 2.3974497874685934 Movie Vector: [1.5362035185609717, -1.2818679090894123] User Vector: [1.7885974224639811, -0.5567344131237647] Predicted: 3.4613096317473335 Movie Vector: [2.587594677916487, -0.016007532184612535] User Vector: [1.5336544056139803, 1.133558769452264] Predicted: 3.950330499244752 Movie Vector: [0.580620585355563, -0.24323741953217193] User Vector: [1.5313091602389763, -0.7947413401644378] Predicted: 1.082420453755428 Movie Vector: [2.1191891067486677, -0.23328199131123012] User Vector: [2.178799340625125, -0.2503331021388468] Predicted: 4.6756860330020125 Movie Vector: [2.146738239412138, 0.1991448161907388] User Vector: [1.9520322699710662, -0.7088125793226651] Predicted: 4.049345967690471 Movie Vector: [1.9855346434421455, -0.2745126113422437] User Vector: [1.959769005165235, 0.2638822496130639] Predicted: 3.8187502474715753 Movie Vector: [2.158900704824046, 0.030975034027475493] User Vector: [1.599011755381704, -0.3313095053024997] Predicted: 3.441845282515125 Movie Vector: [1.6318528439662714, -0.9859872008304522] User Vector: [2.348688659315149, -0.7768233090745216] Predicted: 4.5986521083489915 Movie Vector: [2.224342745674815, -0.18812760932583414] User Vector: [1.3827384929468964, -1.1090313800002856] Predicted: 3.2843237581385396 Movie Vector: [1.4988215745618267, -0.32030003753513236] User Vector: [1.743835726923622, -0.11052144002926476] Predicted: 2.6490986313946414 Movie Vector: [0.819064293009618, -0.6046607693185317] User Vector: [2.0416327777236694, -0.6947084693956429] Predicted: 2.092291465228369 Movie Vector: [1.0059130901739795, -0.37585890304341474] User Vector: [2.155186965588865, 0.3206857646974093] Predicted: 2.0473981807173702 Movie Vector: [1.8441536065786397, -0.011325383501285662] User Vector: [2.225036043525538, 0.34012239749462236] Predicted: 4.099456227846085 Movie Vector: [1.3780636851030326, -0.5878748940933174] User Vector: [1.7720870811079945, -0.001116814060396796] Predicted: 2.4427054002626374 Movie Vector: [1.668987849021745, -0.8106216803519448] User Vector: [1.9343816219664618, -0.5411148969009747] Predicted: 3.667098889422337 Movie Vector: [1.9589097174736614, -0.3190873950649204] User Vector: [2.1051092946070065, -0.832463736495072] Predicted: 4.3893477387140125 Movie Vector: [2.2981529087749304, 0.6882588922733645] User Vector: [1.5173949223452787, -0.21650788588997347] Predicted: 3.338192076837031 Movie Vector: [1.9577327006897887, 0.40009912859382907] User Vector: [1.5564273598349705, -1.0278616741886564] Predicted: 2.6358221784393185 Movie Vector: [1.5923415360105402, 0.2993949228294485] User Vector: [1.296534743984907, 0.7897851941896212] Predicted: 2.3009838029942022 Movie Vector: [0.1455447996397365, -0.40850660918732634] User Vector: [1.4625781982172772, -0.2913058760449943] Predicted: 0.3318710264764646 Movie Vector: [1.443525696909132, -0.4413010576593681] User Vector: [2.065113871541632, -0.7690385897694277] Predicted: 3.320422483659967 Movie Vector: [1.6199502069321814, 0.9943514754278333] User Vector: [2.2518051345601138, -0.6023554184538039] Predicted: 3.0488591946301153 Movie Vector: [2.006498141390412, -0.6894910159419166] User Vector: [1.935241413191614, -0.3938142016944006] Predicted: 4.154589652729355 Movie Vector: [1.383214826845705, 0.0681058334394651] User Vector: [1.5166292325977124, -0.8672646350475497] Predicted: 2.038758260574292 Movie Vector: [2.1340652325599603, -0.7152773763151647] User Vector: [1.6558477101863438, -0.5525399465992666] Predicted: 3.9289063520355425 Movie Vector: [1.9013146960741756, 0.1939538251669042] User Vector: [1.968964339020721, -0.29214377877470316] Predicted: 3.6869584304340046 Movie Vector: [1.7436804527212961, -1.3606117417019763] User Vector: [1.5622994150264908, -0.5665254831652594] Predicted: 3.494972175647645 Movie Vector: [2.2957727083149857, -0.3362680799570026] User Vector: [-0.04443820316689234, 0.4155034689708522] Predicted: -0.2417405677634105 Movie Vector: [1.2333102250009873, -1.4495405622345792] User Vector: [1.6626750418933, -0.5548282721087577] Predicted: 2.854840215517121 Movie Vector: [2.3909640254957876, 0.01239675235935433] User Vector: [1.8866810004980767, -0.709502937941492] Predicted: 4.502190867557407 Movie Vector: [1.1661073993892221, -1.0470505808535833] User Vector: [1.8631381417054114, -0.33527685817072594] Predicted: 2.523671002221388 Movie Vector: [1.7660304014233439, 0.1769264782649273] User Vector: [1.051374894363312, -0.02669534702677387] Predicted: 1.8520369130033585 Movie Vector: [2.1230879413730857, -1.3908796788834126] User Vector: [1.5046965983759608, 0.13355682688959636] Predicted: 3.008841726940214 Movie Vector: [2.0689247809970888, 0.08508719087891162] User Vector: [1.5642194551324364, -1.1572917451138618] Predicted: 3.13778169002217 Movie Vector: [1.9695085242221073, 0.36454154182932386] User Vector: [1.8254460678623838, -1.3639065400034207] Predicted: 3.098030998158747 Movie Vector: [0.9943321053816011, -0.664299326749521] User Vector: [2.184280635638261, -0.7114364704943245] Predicted: 2.644507131552889 Movie Vector: [1.326830122924149, -0.7125955606305373] User Vector: [2.0014557296740776, 0.4948454137859441] Predicted: 2.302967106768454 Movie Vector: [1.8176617067023562, 0.9414638647951942] User Vector: [1.9714763773452764, -0.37204160451438284] Predicted: 3.2332133899180775 Movie Vector: [0.8855117802544754, 0.705170840685462] User Vector: [2.075970163432224, 0.8406726581227125] Predicted: 2.431113880245718 Movie Vector: [2.0378131341011994, 0.6014232637969258] User Vector: [1.941467333577686, -0.2307293115779155] Predicted: 3.817581656170235 Movie Vector: [-0.5423401427123994, 0.034299747580007686] User Vector: [1.59253839743317, 0.5969959367328506] Predicted: -0.8432206918026541 Movie Vector: [1.846488075919315, -0.157419564975857] User Vector: [1.45427415913435, -0.40037190412418594] Predicted: 2.7483262649349505 Movie Vector: [1.873563957191941, -0.6007814619748414] User Vector: [1.2479148115582006, -0.24073492625571996] Predicted: 2.4826772935257346 Movie Vector: [2.138329973616627, 1.3798683714850788] User Vector: [1.5088129317750465, -0.7059376131865726] Predicted: 2.2522389319171414 Movie Vector: [2.0731547412475977, 0.09022254011138056] User Vector: [1.0897789606439916, 0.31569106967838156] Predicted: 2.2877628693678327 Movie Vector: [2.0161810594220952, 0.45364485590069836] User Vector: [1.812317340494149, -0.5645871950611705] Predicted: 3.397837818819623 Movie Vector: [1.089881321703063, -0.3580251548203605] User Vector: [1.9094166140509117, 0.001762107003330661] Predicted: 2.0804066243709176 Movie Vector: [2.031209556408637, -0.28014657294232304] User Vector: [2.2828195294637585, 0.2517989813518444] Predicted: 4.566344222106967 Movie Vector: [-0.06765491467011327, -0.6301635393889156] User Vector: [1.2143773779830458, 0.11786865694265374] Predicted: -0.1564351279267594 Movie Vector: [1.7890141695227577, -0.00177424955034362] User Vector: [1.988048039988303, -0.4535836590906433] Predicted: 3.5574508838342047 Movie Vector: [2.3440716376853366, -0.3228018646367409] User Vector: [2.16770173229891, -0.12591945635657872] Predicted: 5.121895184949195 Movie Vector: [-0.04174058554631846, -1.0669897063301779] User Vector: [1.9835569286296852, -0.11280359715364277] Predicted: 0.037565449334492906 Movie Vector: [1.1993769429952905, -0.09037189953420327] User Vector: [1.9154980875475274, -0.413796049497299] Predicted: 2.3347997755688987 Movie Vector: [1.6435373452809765, -0.6604065297194713] User Vector: [2.1713870545212495, -0.8768951255700687] Predicted: 4.147862981970983 Movie Vector: [1.766463515979533, -0.7524176637137152] User Vector: [1.8146804647949717, -0.511619548825691] Predicted: 3.5905184198587907 Movie Vector: [1.5718881030143763, -0.3223387080302531] User Vector: [1.7050541394681389, 0.04488106693317281] Predicted: 2.6656874116951244 Movie Vector: [1.6448894081772845, 0.060364901283623346] User Vector: [1.8864673746915637, 0.14861492246362276] Predicted: 3.1120013286259516 Movie Vector: [0.8585657454679594, -0.4781427721720266] User Vector: [1.661075694385382, -0.8482411288902727] Predicted: 1.831723056666618 Movie Vector: [2.351190261751459, -1.296401292787457] User Vector: [1.944797357569367, -0.39161877599999434] Predicted: 5.0802836956833 Movie Vector: [2.0483025810005184, 0.3516268040398984] User Vector: [2.0624428171900075, 0.7449008266922984] Predicted: 4.486434042632764 Movie Vector: [2.1477621370905533, 0.19959869632348537] User Vector: [2.0496873600169416, -1.206554674497425] Predicted: 4.161414164644788 Movie Vector: [1.8314835522854715, -0.4720749496361064] User Vector: [2.1087961921866394, 0.4960084264590245] Predicted: 3.628072388172334 Movie Vector: [1.0829724832026517, -0.35803153064877685] User Vector: [1.8439070043121608, -0.37717123703312017] Predicted: 2.131939742566364 Movie Vector: [2.063357180504291, -0.8383428545737822] User Vector: [0.9128232254314944, -0.40161527461041974] Predicted: 2.2201716524824935 Movie Vector: [1.5988723585517188, 0.2477303384656842] User Vector: [0.7607958432390045, 1.5036373335915305] Predicted: 1.5889120298361599 Movie Vector: [2.1388225441093938, -1.2895366436595193] User Vector: [1.5744072502006978, -0.12017618573641067] Predicted: 3.522349315540865 Movie Vector: [2.1669089263254655, 0.2055730422652605] User Vector: [1.6223777521587732, 0.04667870524413648] Predicted: 3.52514071647073 Movie Vector: [2.115166245784819, -0.3567143094797562] User Vector: [1.788868834056078, -0.21463221960502168] Predicted: 3.8603173599403737 Movie Vector: [1.7483670056364315, 0.0679622791337756] User Vector: [2.0993826840918905, -0.7066265517843355] Predicted: 3.6224674661150087 Movie Vector: [1.980171423085233, -0.08861989411931509] User Vector: [2.0843960328769437, 0.18717637375506543] Predicted: 4.110873908271341 Movie Vector: [1.9907684541750916, -1.1149655364239364] User Vector: [1.976114183404667, -0.3030580566441641] Predicted: 4.271885066863838 Movie Vector: [1.2749813315843932, -1.1805902718008845] User Vector: [1.1615068399513522, -0.4351584139016405] Predicted: 1.9946433275901352 Movie Vector: [2.1627063229557506, -0.7036560495060364] User Vector: [1.5036327984935922, -0.09165382300468274] Predicted: 3.3164089277233426 Movie Vector: [-0.17508438444152552, -1.0658842152850436] User Vector: [1.9863603568854225, -0.2801701965203441] Predicted: -0.049151690299989725 Movie Vector: [1.5269835450961167, -0.9734028573118315] User Vector: [1.7582962291383435, 1.3433793871004611] Predicted: 1.3772400754413958 Movie Vector: [-0.579230703052602, 0.2508859491261718] User Vector: [1.8748346441952948, 0.35329732297990224] Predicted: -0.9973244548650672 Movie Vector: [1.5957517392033742, -0.20091592774862785] User Vector: [0.842946726854363, 0.27602573691266963] Predicted: 1.2896757384193338 Movie Vector: [2.0826248454111114, -0.8977964435918789] User Vector: [1.5673993361430272, -0.6494172504421118] Predicted: 3.8473492979864954 Movie Vector: [1.373527199105001, -0.07545907468155522] User Vector: [1.7988477526823061, 0.015127411961832805] Predicted: 2.469624814849087 Movie Vector: [2.591022591106094, -0.013473883767618305] User Vector: [-0.00475944002879658, -0.16390881558151707] Predicted: -0.010123328305993232 Movie Vector: [2.3321811795245395, -0.32211116074278295] User Vector: [2.057924776867087, -0.6148117895217239] Predicted: 4.997491172647848 Movie Vector: [0.9149530798428157, -1.3460649659625452] User Vector: [1.7939835152757968, -0.2621048992058272] Predicted: 1.9942209647169395 Movie Vector: [0.5636501312255859, 0.1520252227783203] User Vector: [1.1313950719349988, -0.4780981334277449] Predicted: 0.5650280055198913 Movie Vector: [1.7773250788273687, -0.8094268597283838] User Vector: [1.5643283359682885, -0.30516365936007106] Predicted: 3.0273276455357694 Movie Vector: [1.9243670095355871, -1.0006003158307717] User Vector: [1.5793737524982472, -0.6149572917555686] Predicted: 3.6546212053871083 Movie Vector: [2.1891003942396874, 1.3561141016214473] User Vector: [2.0881085243753272, 0.2276721755098939] Predicted: 4.8798286416810805 Movie Vector: [2.145612616056454, -0.2944646712355726] User Vector: [2.394038927373688, -0.515050030217389] Predicted: 5.2883441637210815 Movie Vector: [-0.33742540066938864, 0.8363817910678402] User Vector: [-0.038677439991686546, -0.29909078324186744] Predicted: -0.23710333429365518 Movie Vector: [2.0574773517522904, -0.10473665596586126] User Vector: [1.4736599056997455, 0.03256995348059867] Predicted: 3.0286106121501204 Movie Vector: [1.771455402680214, -0.8969663760575564] User Vector: [2.5306884265626333, -0.5749133527566116] Predicted: 4.9986796323038645 Movie Vector: [2.145264954619422, 0.1807867491196543] User Vector: [1.728701728579136, 0.04003178198251285] Predicted: 3.7157604510369215 Movie Vector: [1.3011293088521456, 0.05206450579768535] User Vector: [1.680153470540881, -0.9154566879935739] Predicted: 2.1384341238508187 Movie Vector: [1.766974025353678, 0.3302132384841136] User Vector: [1.7517756423220692, -0.31875836264182933] Predicted: 2.9900838270084997 Movie Vector: [2.2720090918272238, 0.42079524211717745] User Vector: [2.1912742019194758, -0.7398629594168661] Predicted: 4.667264096306141 Movie Vector: [2.1671987889378848, -0.0998292051755787] User Vector: [2.007390917577571, -0.16912719901716808] Predicted: 4.367298999350476 Movie Vector: [2.190660413261431, 0.2954887448139703] User Vector: [1.9272508249917524, -0.025970506743313894] Predicted: 4.214278096295102 Movie Vector: [2.3255718412923585, -0.41598901599774546]
avg loss: 10.322174607074508: 65%|█████████████████████████████▏ | 45443/70000 [01:13<00:36, 673.32it/s]
User Vector: [2.0279063651082057, -0.6304836997227286] Predicted: 4.97831623332346 Movie Vector: [2.2429701337039747, 0.26366869744697813] User Vector: [1.673902961957944, -0.44616882161628074] Predicted: 3.636873598353271 Movie Vector: [1.6079300019792355, 0.3413136614213693] User Vector: [1.906463971078753, 0.09463476277095402] Predicted: 3.097760754169098 Movie Vector: [1.6181273845900475, -0.8007840700515969] User Vector: [0.4319863946638113, 0.1371770347299316] Predicted: 0.5891598307871931 Movie Vector: [2.136467269884581, -0.8705091358484266] User Vector: [1.9406082592763245, -0.40483745923020475] Predicted: 4.498460736405116 Movie Vector: [2.0547070526164735, -0.33776764022726724] User Vector: [1.6118216326637753, -0.13888145583487294] Predicted: 3.3587309378027306 Movie Vector: [1.8439944805999409, -0.11670667653767233] User Vector: [1.7187924520926618, -1.3328449424923656] Predicted: 3.324995698534036 Movie Vector: [0.811753979905139, -0.35959673735166986] User Vector: [1.9457123139631785, 0.6986492858720161] Predicted: 1.3282077108573964 Movie Vector: [1.6790047933630192, -0.6783662549814223] User Vector: [0.9033676084605473, 0.5575376889230379] Predicted: 1.1385437907284275 Movie Vector: [2.1757301642331526, 0.49792065582459955] User Vector: [1.8484860724879548, -0.9983235932410396] Predicted: 3.5247209678051634 Movie Vector: [2.045999083045565, -0.798865851849949] User Vector: [1.6733819097500988, 0.25344823688522294] Predicted: 3.2212667112745574 Movie Vector: [0.7156202125574238, -0.1677717054851232] User Vector: [1.996430046728416, -0.655139153610177] Predicted: 1.5385995075270762 Movie Vector: [2.4594739847385156, -0.011439936125858053] User Vector: [2.2475039877550578, -0.17249116119887728] Predicted: 5.529650876346026 Movie Vector: [2.0031566731236095, 0.33532127361791936] User Vector: [1.905473098538974, 0.003057548739584777] Predicted: 3.8179864139333737 Movie Vector: [1.4091800224133322, -0.7591830457749884] User Vector: [1.1562249609358115, 0.31858276261730895] Predicted: 1.3874664843111624 Movie Vector: [1.8373721509335081, 0.8362196587812307] User Vector: [2.3322557101245844, -0.5042968999168667] Predicted: 3.8635187090656493 Movie Vector: [1.9254155241266846, 0.301382747008359] User Vector: [1.6961035179505328, -0.8321597817762652] Predicted: 3.0149054430062314 Movie Vector: [1.8755687600414888, -0.6700042475038771] User Vector: [1.9715469964965013, 0.4919971404528817] Predicted: 3.368131781719272 Movie Vector: [1.9364787411681526, -0.2635378550746592] User Vector: [2.1159902937729935, -0.29719014575555713] Predicted: 4.1758910739713 Movie Vector: [1.859528398289536, -0.42339806615895453] User Vector: [2.0552531123626774, 0.24946825193079342] Predicted: 3.716177152675801 Movie Vector: [1.6867365822478604, -0.6816642595692033] User Vector: [1.5469870277566684, 0.7219735923871924] Predicted: 2.1172160176969252 Movie Vector: [1.8973119110026715, -0.15912335281268933] User Vector: [1.696264841881326, 0.655354071490207] Predicted: 3.114061351581534 Movie Vector: [2.1509867843339507, -0.2369353847753804] User Vector: [2.158938863795374, -0.8412320512655632] Predicted: 4.8431666039607935 Movie Vector: [0.7830170796002583, -0.36991533107803926] User Vector: [1.7913660360734374, -0.5067840709194552] Predicted: 1.5901373994405608 Movie Vector: [1.8902971157536241, 0.313128298097466] User Vector: [2.0802696052845895, -0.11139082611436363] Predicted: 3.8974480150545285 Movie Vector: [1.3068505838750344, 1.4112731345298328] User Vector: [1.4225832288628122, -0.7305819457380145] Predicted: 0.8280530506576058 Movie Vector: [2.102912922463445, 0.5496041076403831] User Vector: [1.9975913075187555, -0.5980025557030204] Predicted: 3.8720959133880135 Movie Vector: [1.7498131083403616, 0.3953188592367406] User Vector: [0.7710027251754529, 0.12470165320184619] Predicted: 1.3984075903668383 Movie Vector: [0.996087652033297, 0.018425379585104554] User Vector: [1.9836783695657092, -0.4233797572114052] Predicted: 1.9681165967946765 Movie Vector: [1.7721643454613167, -0.4177655527012758] User Vector: [1.5113010206574111, -0.39425206039787397] Predicted: 2.8429787139840954 Movie Vector: [1.316165497358233, -1.5032319869009105] User Vector: [0.9529070816357205, 0.4736704985825572] Predicted: 0.5421467783166579 Movie Vector: [1.5554258401080177, -0.004050568713480848] User Vector: [1.4680369178322485, 0.4362199312741981] Predicted: 2.281655617422994 Movie Vector: [2.0902662521226776, -0.5289983246827482] User Vector: [1.8589665642735405, 0.07960582575437304] Predicted: 3.8436237246663736 Movie Vector: [1.7645736895717288, -0.4463537466565325] User Vector: [1.9593839778480602, -0.5532584554951119] Predicted: 3.7044263995587317 Movie Vector: [2.246983306286189, 0.2794006268208385] User Vector: [1.774199865594027, -0.9239059450129112] Predicted: 3.7284575798448727 Movie Vector: [1.9369836008860528, -0.4199750148858242] User Vector: [2.0413338499387366, -0.0034949250545641443] Predicted: 3.955497972466739 Movie Vector: [2.36909837446304, 0.6081210690315391] User Vector: [1.6537310485741055, -0.9319799974417932] Predicted: 3.3510948666156573 Movie Vector: [1.1531210528440314, 1.774288128649255] User Vector: [2.3781609907436243, -0.7946308838656897] Predicted: 1.332403361577935 Movie Vector: [2.1721182729088917, 0.2335311549977631] User Vector: [1.9363624392070828, -0.21453353666475472] Predicted: 4.155907972573062 Movie Vector: [2.266971768454783, 0.43324600721490775] User Vector: [1.3582899061719544, 0.42475557981990647] Predicted: 3.2632285296681447 Movie Vector: [1.4747162254578743, -0.8257617684047492] User Vector: [2.1162073915703408, -0.20397877707329962] Predicted: 3.2892432524557527 Movie Vector: [2.1910782312334254, 0.03891346417593047] User Vector: [1.1855768512916223, -0.805329698025255] Predicted: 2.5663534619654227 Movie Vector: [1.2964716890123877, 0.7509166415943958] User Vector: [1.7053172423953469, 0.0008164018373424189] Predicted: 2.2115085752761314 Movie Vector: [1.8062850934917827, 0.3176268345080889] User Vector: [2.2293789337081114, 0.6144272823533723] Predicted: 4.222052528430876 Movie Vector: [1.9997457611726948, -1.0853957449149179] User Vector: [1.3560931321932133, -0.9731225962934915] Predicted: 3.768064618156294 Movie Vector: [1.6553817146227865, -0.8753036568329188] User Vector: [1.566616329771443, -0.725757294250765] Predicted: 3.2286060397639673 Movie Vector: [2.4173885299625963, 0.5809065718267212] User Vector: [1.8844851943528413, -0.13221212469653615] Predicted: 4.478730001601501 Movie Vector: [1.893855019605237, 0.10892073973505594] User Vector: [2.154843835237468, -0.1241487966719459] Predicted: 4.067439435059154 Movie Vector: [1.8614243845793172, -0.5929507341188993] User Vector: [1.8761970358039457, -0.010763100736013234] Predicted: 3.498780901203714 Movie Vector: [1.9822844204596854, -1.4259002762667858] User Vector: [2.0306503341372046, -0.15607142661097073] Predicted: 4.24786881108337 Movie Vector: [1.5177503328033406, -1.1624504392783206] User Vector: [2.097010505499655, -0.15584759914004157] Predicted: 3.363903502695016 Movie Vector: [2.3586454096886285, -0.43150029221557257] User Vector: [1.86736672135331, -0.4332686116872294] Predicted: 4.5914114780761635 Movie Vector: [2.137620483807672, 0.012440594862112781] User Vector: [1.9060530497074235, -0.13732018261997603] Predicted: 4.072709697520304 Movie Vector: [2.2062119548226, 0.44301102162243317] User Vector: [1.7496847811790985, 0.24529106630405573] Predicted: 3.9688421272867074 Movie Vector: [-0.30342212215883657, 0.8265956201052514] User Vector: [2.1230528477138915, -0.752498129480122] Predicted: -1.2661928584743734 Movie Vector: [1.8011863071218435, -0.1782800043983664] User Vector: [1.786038525525404, -0.6984415363469172] Predicted: 3.341506296340375 Movie Vector: [1.9562275818638153, 0.01897947765197352] User Vector: [1.723493941932573, -0.1405282869022104] Predicted: 3.3688792329029615 Movie Vector: [0.7851871106063444, -1.506241599371471] User Vector: [1.7967082383882236, 0.3871367195613081] Predicted: 0.827630718655215 Movie Vector: [2.4273258227217176, -0.4579795311425809] User Vector: [1.9649804221859724, -0.7962516851903397] Predicted: 5.134314693369595 Movie Vector: [2.3149378173573907, 0.6781909888515538] User Vector: [2.0504091129991986, -0.7085302456301066] Predicted: 4.266050768820953 Movie Vector: [2.2688744346397383, -0.22384444278236065] User Vector: [1.4728393170053806, -0.08163488547972156] Predicted: 3.359960988137571 Movie Vector: [2.0059203401719747, -0.5125641653921114] User Vector: [1.4776281310848798, -0.6004977738490702] Predicted: 3.271797963626231 Movie Vector: [2.1043629989886274, -0.15323285506178688] User Vector: [1.7924456326414495, -0.34840826825533117] Predicted: 3.8253438607013255 Movie Vector: [2.1912815443941205, -1.3221154166902351] User Vector: [2.0773250538003607, -0.8322421310972992] Predicted: 5.652324204043129 Movie Vector: [2.1424036179525245, 0.20071878310944227] User Vector: [2.045212836327951, -0.0043359633399720245] Predicted: 4.380801070746741 Movie Vector: [2.014318072514463, -0.3039754957540283] User Vector: [1.8446866014980385, -0.49919416357430446] Predicted: 3.8675283528728013 Movie Vector: [1.784008328184064, 0.3114872535868324] User Vector: [2.290893497227856, -0.7231912355403918] Predicted: 3.8617082262606663 Movie Vector: [1.7387076401261443, -0.6510428422660027] User Vector: [1.379824465325382, 1.4804085366396909] Predicted: 1.4353019584854554 Movie Vector: [1.6993597343620725, -0.1411783511125334] User Vector: [1.581705472653752, -0.6555844670241906] Predicted: 2.780440925917381 Movie Vector: [2.047610176832773, -0.28778149167438005] User Vector: [2.133107013434247, -0.35022033583937234] Predicted: 4.468558559643884 Movie Vector: [2.0555629797963535, 0.20236942053706192] User Vector: [2.156167501957084, -0.1101004407557552] Predicted: 4.409857132866346 Movie Vector: [0.8955317921951615, -0.5547251791524708] User Vector: [1.9727673759347144, 0.13938374433142045] Predicted: 1.6893562312097714 Movie Vector: [1.8516960680883148, 0.8331224396450627] User Vector: [1.7491865146639232, -0.27777196036136376] Predicted: 3.007543738275039 Movie Vector: [1.4185530642040252, -0.0373763664950403] User Vector: [1.2092243425455864, 1.192189004192798] Predicted: 1.6707892032760723 Movie Vector: [2.0761513688311384, -0.1503322480608882] User Vector: [1.8726638944546934, -1.322516911723311] Predicted: 4.08675064827067 Movie Vector: [1.8340035655800873, -0.44780215102484733] User Vector: [2.104908667509854, 0.0012568551612352477] Predicted: 3.8598471789887747 Movie Vector: [2.186838901804474, 0.17745720795060424] User Vector: [1.9181812011671782, -0.02413702120236843] Predicted: 4.190469983031602 Movie Vector: [1.791639519847357, 0.08694901831986156] User Vector: [1.6272890473412818, 0.19917337521350592] Predicted: 2.9328332968816646 Movie Vector: [1.0228706925689914, -0.8486629383393722] User Vector: [1.93929820633243, 0.23242782199600545] Predicted: 1.7863984210421051 Movie Vector: [0.966203838834646, -0.5042826687853617] User Vector: [1.4821630524820357, -0.26774406280835333] Predicted: 1.5670903216314518 Movie Vector: [1.880501677275179, -0.22103241705782017] User Vector: [1.9557421865550384, 0.27944308396231277] Predicted: 3.616010481856294 Movie Vector: [1.9697716920304675, -0.08955377804355774] User Vector: [1.9106626419080122, -0.14946789090562107] Predicted: 3.7769545993773495 Movie Vector: [1.9253736455769932, 0.19361921355492828] User Vector: [1.4616753721171223, -0.1740130380257343] Predicted: 2.780578972292405 Movie Vector: [1.518678971430257, -0.7353756889382711] User Vector: [1.7133280591220228, 0.20334888458839612] Predicted: 2.4524574684510116 Movie Vector: [1.0626803946142305, 1.0647818186772502] User Vector: [1.7770193903770093, -0.20430658599340448] Predicted: 1.6708617288011824 Movie Vector: [1.8968703088376617, -0.0007543456610976385] User Vector: [2.0255849182784504, 0.10666662485629513] Predicted: 3.84219142600611 Movie Vector: [2.2551986314163264, 0.01936966314519019] User Vector: [1.4912480110855686, -0.7013938043750987] Predicted: 3.349474711979624 Movie Vector: [0.9757727958525004, 0.5978944205469313] User Vector: [2.2488748379725227, -0.24721343221747982] Predicted: 2.046583356363699 Movie Vector: [2.231549981469118, -0.44224932164362457] User Vector: [2.02487704957667, 0.4729461928978959] Predicted: 4.309454209477032 Movie Vector: [1.6904597738977147, -0.15823695190931047] User Vector: [1.4824201526154341, -0.22698225257805021] Predicted: 2.5418886157971623 Movie Vector: [1.929051241993969, 0.18983843354980837] User Vector: [1.5275987815285257, 0.09467546774374795] Predicted: 2.9647893692681446 Movie Vector: [2.348501973878324, 0.22653527476155427] User Vector: [2.1436746156075293, 0.4558364024799094] Predicted: 5.137687090789244 Movie Vector: [1.9899798316077728, 0.15069053371471938] User Vector: [1.5817825848021192, 0.15456637821001346] Predicted: 3.171007131771447 Movie Vector: [1.203524547851136, -0.4380795221797663] User Vector: [1.737906393599826, -0.17560674102772167] Predicted: 2.1685427237657997 Movie Vector: [1.574412856109367, -0.9513840569998326] User Vector: [2.2310531586365365, 0.2589386540336473] Predicted: 3.266248668432167 Movie Vector: [1.0857382742753807, 1.4870976722551497] User Vector: [1.4459508304597684, -0.21571887886016566] Predicted: 1.2491291167359995 Movie Vector: [1.252673260813763, -0.15747249032112065] User Vector: [2.2985534216075982, -0.5046601742402336] Predicted: 2.9588065042033223 Movie Vector: [1.287338440872682, -0.37817380614990487] User Vector: [0.7895242840116807, -0.8541413334447135] Predicted: 1.3393988398694598 Movie Vector: [0.7228565216064453, 1.0798931121826172] User Vector: [1.275258170817812, 0.14258750778368112] Predicted: 1.0758079530464442 Movie Vector: [1.6456565928519973, -0.27928137837457967] User Vector: [2.1164755023155855, -0.0015673779012109722] Predicted: 3.4834296034560697 Movie Vector: [2.289196120809314, -0.048897702585821254] User Vector: [2.0848353953026835, 0.2815683891223946] Predicted: 4.75882905210398 Movie Vector: [1.7424166264150873, -0.413810427797914] User Vector: [2.1105985499053284, -0.519302169172042] Predicted: 3.892434657824085 Movie Vector: [1.38960874443098, -0.6970740017592263] User Vector: [1.285405624304581, -0.534876163526868] Predicted: 2.159059163429705 Movie Vector: [2.1993913298782424, 0.20059796603585964] User Vector: [1.8550406333739118, -0.006725796187341094] Predicted: 4.078611104579273 Movie Vector: [2.0387293053211493, 0.13759569772395724] User Vector: [1.6170952413933868, -0.2109888289076367] Predicted: 3.267788302998569 Movie Vector: [1.159258591247872, -0.14459229990908234] User Vector: [1.9812567490986759, 0.2428551539258979] Predicted: 2.2616739226095497 Movie Vector: [1.7828431348032516, -0.42055132115049004] User Vector: [1.852234611963414, -0.6915528864459651] Predicted: 3.593077242024223 Movie Vector: [0.9789285337944155, 0.1659223823862801] User Vector: [1.8189944820559028, -0.5289660875853363] Predicted: 1.6928982878454084 Movie Vector: [2.349539755297848, -0.1245710650326364] User Vector: [1.8047248737945294, -0.3945677523813785] Predicted: 4.28942456349682 Movie Vector: [2.343715152185702, -0.42664451257118635] User Vector: [1.7945788753717853, -0.8562700592773711] Predicted: 4.571304624070924 Movie Vector: [1.8966197958827953, -0.17125211197028828] User Vector: [1.557196246845303, -0.3740840618975528] Predicted: 3.017471913495573 Movie Vector: [2.1123050024314423, 0.1628681018288483] User Vector: [1.8120070133328592, -0.04663737223608233] Predicted: 3.819915738413479 Movie Vector: [2.2398068985741197, -0.2945140407628344] User Vector: [1.750317173328551, -0.3553979181650503] Predicted: 4.02504215647153 Movie Vector: [1.6627278975591464, 0.9722963954677323] User Vector: [2.4539189904553194, -0.6254343537088407] Predicted: 3.47209199606744 Movie Vector: [0.983779201879569, -0.7488715909629866] User Vector: [1.5672716137980054, 0.14403859143163192] Predicted: 1.4339828082252322 Movie Vector: [1.8262875813724886, -0.22877871115395668] User Vector: [1.598495415895194, -0.6569793314864757] Predicted: 3.069615211642508 Movie Vector: [-0.14543088079136407, -1.140977559286772] User Vector: [-0.2125928104399452, -0.3654163403785775] Predicted: 0.44784940384084637 Movie Vector: [2.5502460964701132, -0.23508686365959364] User Vector: [1.920465052251982, -0.7117469682621568] Predicted: 5.064980865400864 Movie Vector: [2.2795411089855477, 0.5167502014687781] User Vector: [1.9363030566133073, -0.38693518109068303] Predicted: 4.2139335842204355 Movie Vector: [1.771882102558679, -0.48609376349929384] User Vector: [1.2634307942387593, -1.8699728956549717] Predicted: 3.147632574623752 Movie Vector: [1.1316357066727516, 0.34953239152407267] User Vector: [2.029177355732478, -0.5559676575160073] Predicted: 2.101960845977062 Movie Vector: [2.362331422253116, -0.21632862674493886] User Vector: [1.7477931415616463, -0.3550660311639172] Predicted: 4.205677604835032 Movie Vector: [0.738099024539314, -0.49401993955716617] User Vector: [2.1974413619225075, -0.5399266631347401] Predicted: 1.8886638632044712 Movie Vector: [2.018763662755445, 0.3353463168113993] User Vector: [1.7062126097998545, -0.8733782718260266] Predicted: 3.151555830959118 Movie Vector: [1.8021743066862184, -0.34827732262008726] User Vector: [1.1971092496726778, -0.3484384017769034] Predicted: 2.2787527257253997 Movie Vector: [2.3977510904846158, 0.13425484680190036] User Vector: [1.7042699333004934, 0.11206172165744033] Predicted: 4.101459920324879 Movie Vector: [0.7488326951768718, -0.08662613202906681] User Vector: [1.8381320545744473, 0.3076725073989043] Predicted: 1.3498009012703327 Movie Vector: [1.810073518256191, -0.6866789455720184] User Vector: [1.4735036355923896, -0.32197075302474987] Predicted: 2.888240447032069 Movie Vector: [1.211348740892168, -0.24938125938776892] User Vector: [2.074516312364333, 0.18761852728558748] Predicted: 2.4661741783238402 Movie Vector: [2.382658146001363, 0.6547898535444245] User Vector: [2.075145409669698, -0.354008747979799] Predicted: 4.712560778243705 Movie Vector: [0.7452442509435897, -0.6798110837904121] User Vector: [1.052808208762526, -1.1017342189197703] Predicted: 1.5335703983393232 Movie Vector: [1.9233132809187161, -1.034121035457046] User Vector: [1.967185636430158, -0.5534383893218237] Predicted: 4.355836540805824 Movie Vector: [1.1353909712187376, -0.22547248109914583] User Vector: [1.9196685420357018, -0.5344839975945535] Predicted: 2.300085763405407 Movie Vector: [2.098623142697168, -0.2961569636618016] User Vector: [1.6723616328708757, -0.4354723843081723] Predicted: 3.6386250047969186 Movie Vector: [1.8051951183603498, -0.07462759269526198] User Vector: [1.9029275114480073, 0.11295537967719171] Predicted: 3.4267258661922635 Movie Vector: [1.3328461730181884, -1.009396470225659] User Vector: [2.0441040110228768, 0.12385147365618265] Predicted: 2.599460968002173 Movie Vector: [1.7844823150006583, 0.165029667761653] User Vector: [1.7192943897175466, -0.11755695274002374] Predicted: 3.0486500478770533 Movie Vector: [1.3951793517205107, -0.5437525239820074] User Vector: [2.1123446432993176, -0.06690252177537477] Predicted: 2.9834780451247562 Movie Vector: [2.5901637237390824, -0.04305213919614839] User Vector: [-0.39360520125361037, 0.7334872278001315] Predicted: -1.0510801079919707 Movie Vector: [2.243511621898836, -1.2975276726994285] User Vector: [1.8121677089419046, 0.058010920127789405] Predicted: 3.990348541656387 Movie Vector: [2.087260803045466, -0.2570952650759156] User Vector: [2.266928530546787, -0.4552608143293012] Predicted: 4.848716464854434 Movie Vector: [2.3398099396171883, -0.12027187386459896] User Vector: [1.9549367172306313, -0.2554459848080648] Predicted: 4.604903329562881 Movie Vector: [2.1469227427711415, -0.009999361071917845] User Vector: [1.7887514245706009, -0.14679410367116155] Predicted: 3.8417789618207374 Movie Vector: [2.141296995090005, -0.7023510455523969] User Vector: [1.697718867573732, -0.8195288326317727] Predicted: 4.210917242102499 Movie Vector: [2.1023739184675647, 0.015447744335181365] User Vector: [2.086780239532377, -0.567152883014308] Predicted: 4.3784311164306 Movie Vector: [2.3452425838617366, -0.052011294719290196] User Vector: [2.0095352227287164, -1.1031694435830302] Predicted: 4.770224849168978 Movie Vector: [1.1525841654298, -1.232499181156384] User Vector: [1.6016514003323878, -0.5369262898690471] Predicted: 2.5077992551665114 Movie Vector: [1.9799952982279656, -0.23914898408503954] User Vector: [1.705909281185788, -0.19537950254819605] Predicted: 3.4244171654967506 Movie Vector:
avg loss: 10.303392041683297: 65%|█████████████████████████████▎ | 45582/70000 [01:13<00:37, 657.03it/s]
[1.8420690996168514, -0.6600799407306432] User Vector: [2.062260056818967, -0.5792812413732933] Predicted: 4.181197453512368 Movie Vector: [1.0630658219120583, 0.4657436208904982] User Vector: [2.0757174468989037, -0.6715449871723631] Predicted: 1.8938564798282629 Movie Vector: [2.0192425417495583, 0.14013821304397467] User Vector: [1.4526752940358327, -0.9955194470655986] Predicted: 2.793793436703403 Movie Vector: [2.3480339351464243, 0.5030631476765245] User Vector: [1.6853830623583441, -0.21441203569708703] Predicted: 3.849473830560886 Movie Vector: [1.8872140191890752, -0.402634722692175] User Vector: [1.8362092256191913, -0.057673167052825894] Predicted: 3.488541012375947 Movie Vector: [-0.09116144240514601, -1.6176566101420873] User Vector: [2.3252398444111853, -0.6785605391385202] Predicted: 0.8857057233645648 Movie Vector: [2.1145487941971366, -0.28778164607488277] User Vector: [1.6962610816213144, -0.2696671067920065] Predicted: 3.664432068670736 Movie Vector: [1.2221436502993597, -0.453369755206323] User Vector: [1.8464260913057637, -0.5939072827380963] Predicted: 2.525857522626628 Movie Vector: [0.3655556788350386, -1.3755917558144881] User Vector: [2.06376076619348, 0.3700201741191677] Predicted: 0.24542276683560837 Movie Vector: [2.482985576572227, 0.15667540961619142] User Vector: [1.1745030046627298, -0.3440696553924122] Predicted: 2.862366766023193 Movie Vector: [2.1304938875153807, 0.3121882033653545] User Vector: [1.0396563488207706, -2.5541326341002275] Predicted: 1.41761141808264 Movie Vector: [1.6989246122241521, -0.3625972496192083] User Vector: [1.9953242834503717, 0.2631135128969506] Predicted: 3.294501298408275 Movie Vector: [1.7824017962927865, -0.35524460936741925] User Vector: [2.0799955453818404, -0.12446380079086462] Predicted: 3.7516028906619217 Movie Vector: [1.8145339199424955, -0.3489466324832031] User Vector: [1.709795429617971, -0.03070294365479954] Predicted: 3.113195492000124 Movie Vector: [1.982620656466967, 0.12931693727991372] User Vector: [1.973485292571642, 0.6995952452160714] Predicted: 4.003142220733226 Movie Vector: [2.3441641633865236, -1.294986465668826] User Vector: [1.8058078598171712, -0.5136067216006656] Predicted: 4.898223824094527 Movie Vector: [2.442840225604363, -0.05587086599015029] User Vector: [1.902770922203576, -0.9079188062979829] Predicted: 4.698891558825818 Movie Vector: [2.3731285305413463, 0.4664426589952043] User Vector: [2.343540221663465, -0.4991611246827852] Predicted: 5.328692120236685 Movie Vector: [2.1639720159829126, -0.13944452982476682] User Vector: [1.957678547465971, -0.5318806266296701] Predicted: 4.3105294369097145 Movie Vector: [2.00497855344007, -0.3949080291227338] User Vector: [1.9732049501436626, 0.6995769598098049] Predicted: 3.6799650481616624 Movie Vector: [1.817040758086823, 0.10128821969085011] User Vector: [1.9211231641817672, -0.21617195826563032] Predicted: 3.4688634178231843 Movie Vector: [2.179941587888621, -0.7785790951337057] User Vector: [1.5447631004453686, 0.1476125624783689] Predicted: 3.2525652707718495 Movie Vector: [1.4484655865010636, -0.2497081046111741] User Vector: [1.460151240674398, -0.3087911629693333] Predicted: 2.1920864792294497 Movie Vector: [1.4781690931391158, 1.1715535847605714] User Vector: [2.368965258455526, 0.5625208457223343] Predicted: 4.160754541077825 Movie Vector: [1.779275516084279, -0.3296640853093215] User Vector: [1.86833314769291, -0.7556006441032569] Predicted: 3.573373820776102 Movie Vector: [2.25791194998664, -1.378912703748095] User Vector: [1.997845229165, -0.01767245905701466] Predicted: 4.535327395455637 Movie Vector: [2.1422892240096676, 0.18268567307236422] User Vector: [1.9645525209884465, -0.21375105371866857] Predicted: 4.169590440596053 Movie Vector: [1.6474603006957005, -0.6794754661286155] User Vector: [1.8903735972786617, -0.4163387532999867] Predicted: 3.3972074234658325 Movie Vector: [1.7179571145828707, 0.9315056245032595] User Vector: [1.5569717062143487, -1.0929942539975488] Predicted: 1.6566803247467106 Movie Vector: [2.2973731599893736, 0.013539635835198266] User Vector: [1.9397788708880035, -0.8661923709617184] Predicted: 4.444667985026543 Movie Vector: [0.8974498721761218, -0.48582628227880986] User Vector: [2.020139287976005, -0.34993214963802105] Predicted: 1.9829799810804996 Movie Vector: [2.424805427803733, -0.22902028725915174] User Vector: [1.6203118816246385, -0.15073319506984675] Predicted: 3.9634620049326887 Movie Vector: [2.082732786093162, 0.008664640331089043] User Vector: [1.685475585718583, -0.8108902522737104] Predicted: 3.503369190151731 Movie Vector: [0.295134040054812, 2.046224561294714] User Vector: [2.088924010353636, -0.32896890669706264] Predicted: -0.05663167424263016 Movie Vector: [0.8027912572627205, -0.15740778693612503] User Vector: [1.9049583798519651, 0.07119056032863044] Predicted: 1.518077984242442 Movie Vector: [2.306349888898, 0.2312696338750313] User Vector: [2.3124641842862372, -0.9052641816522344] Predicted: 5.1239913986582755 Movie Vector: [1.665519911886242, -0.6293668208047997] User Vector: [1.9676537596023482, -0.9058383370378994] Predicted: 3.847271110660185 Movie Vector: [2.1269891299557964, 0.16249016227548213] User Vector: [1.591753908760642, -0.876166927922291] Predicted: 3.2432747552000323 Movie Vector: [2.008853060984548, -0.08605352538953485] User Vector: [1.8725022511184222, -0.6035805663885822] Predicted: 3.8135221144540488 Movie Vector: [1.82654580396847, 0.2988426554744142] User Vector: [1.9641755760745883, -0.014725483200359653] Predicted: 3.5832560542336527 Movie Vector: [1.7025419318871267, -0.12643391820277144] User Vector: [1.753048566258754, -0.20188202879943418] Predicted: 3.0101634286059737 Movie Vector: [1.9889107086241533, 0.6107191587158926] User Vector: [1.5533787724095345, -0.2589896572217535] Predicted: 2.931361729420178 Movie Vector: [2.12917244347303, -0.3756148300361022] User Vector: [1.7160154934558025, -0.90364747188031] Predicted: 3.9931162928017443 Movie Vector: [1.7783005591456043, 0.04313114833216] User Vector: [1.7891496770226334, -0.9110952201627546] Predicted: 3.1423492879589645 Movie Vector: [1.5333739455394713, 0.08654020222055424] User Vector: [1.988352306516275, -0.9470803700908617] Predicted: 2.966927094618588 Movie Vector: [0.5329895022351437, -0.7439105742780036] User Vector: [1.924106898951109, -0.21716161478281767] Predicted: 1.187077599883382 Movie Vector: [0.8117757982577265, -1.0118305722410645] User Vector: [1.5381868838087842, -0.08808199839834088] Predicted: 1.3377869443169703 Movie Vector: [-0.07338523864746094, -0.9105777740478516] User Vector: [1.5753137381998994, -0.5087624923907424] Predicted: 0.34766304321777586 Movie Vector: [1.8697860107925868, 0.09651382205776123] User Vector: [2.111946895127221, -0.7466167123578173] Predicted: 3.876829927523863 Movie Vector: [1.4749887937453552, -0.577435894533991] User Vector: [-0.8542336860680888, -1.0400166649919689] Predicted: -0.6594421609103231 Movie Vector: [1.529809278930305, 0.058677820506189825] User Vector: [1.1439371411043409, -0.4036087654470219] Predicted: 1.726322770280801 Movie Vector: [1.936040683366147, -0.5356026681869571] User Vector: [1.7421205389283092, -0.37792588526127613] Predicted: 3.5752343512158213 Movie Vector: [2.0992685293858515, -0.31482296273307103] User Vector: [1.8727833922401254, -0.21312531685677277] Predicted: 3.998571981372448 Movie Vector: [1.141970172808589, -0.9317376936790666] User Vector: [1.5409706845274642, -0.07919934669324354] Predicted: 1.8335355755316496 Movie Vector: [0.8793878149764579, -0.0799000357623018] User Vector: [2.105835751073653, 0.14076396155713608] Predicted: 1.8405992542735092 Movie Vector: [1.4244505295708394, 0.5840176126135085] User Vector: [1.8335962519611535, -0.12351091285372896] Predicted: 2.5397346036686215 Movie Vector: [1.4686030175229803, -0.2426914625134901] User Vector: [1.4452277378092553, -0.16090908613971974] Predicted: 2.1615170782015403 Movie Vector: [2.224352309838959, -0.1046445178380633] User Vector: [0.7829616616912639, 1.2409261498432753] Predicted: 1.6117264620753187 Movie Vector: [0.035287022392164774, -1.3716727877846369] User Vector: [0.8588970109954325, -0.3800677146680203] Predicted: 0.5516364597851786 Movie Vector: [2.03240020733727, -0.5322926501358305] User Vector: [1.5579545630800444, -0.886396588525791] Predicted: 3.6382095662036806 Movie Vector: [2.0538883044066383, 1.0824844290499451] User Vector: [2.2097270587964113, -0.2537376495002569] Predicted: 4.263865507345068 Movie Vector: [0.9322921191548497, -1.8158957441974035] User Vector: [1.8288842883418712, -0.20751373002401266] Predicted: 2.081877708080386 Movie Vector: [2.3216856125870025, 0.21269162762972196] User Vector: [2.1255235825078396, 0.13760572713623082] Predicted: 4.96406510679861 Movie Vector: [2.1588488682968814, 0.24462541076260003] User Vector: [1.953239920585484, -0.6003531527463714] Predicted: 4.069888155475059 Movie Vector: [0.991200888064125, -0.10536827306799024] User Vector: [2.016937238525617, -0.36865618204819617] Predicted: 2.038034647254453 Movie Vector: [1.9693403666101628, -0.5428265152099975] User Vector: [2.185309478007954, 0.8526972954399237] Predicted: 3.8407514671642033 Movie Vector: [2.001518987566104, -0.27236032468248816] User Vector: [1.618011435067887, -0.9558862096736206] Predicted: 3.4988260878136765 Movie Vector: [2.132026065405028, -1.1090945520505846] User Vector: [1.8052285976766032, -0.1232982987127462] Predicted: 3.9855438956404967 Movie Vector: [1.698714129243252, -0.8027708427849624] User Vector: [1.8729107116137225, -0.49086609033175144] Predicted: 3.5755928736594433 Movie Vector: [1.6624604072071978, -0.06130254955479407] User Vector: [2.054185856167052, 0.6904802370774018] Predicted: 3.3726744559727 Movie Vector: [2.4374072204705284, 0.17002755023652752] User Vector: [1.6100211643684617, -0.28285725827712804] Predicted: 3.876183684450575 Movie Vector: [1.8787260965597141, -0.13263043927346266] User Vector: [2.1096793372295797, 0.2810377173846794] Predicted: 3.926235470316872 Movie Vector: [1.6895611217466733, 0.08775562089682076] User Vector: [1.7214745154999835, 0.657941087981357] Predicted: 2.9662744421557967 Movie Vector: [1.4648391848908777, -0.5572631088175517] User Vector: [1.9147756104209643, 0.6317105120133057] Predicted: 2.452809380620716 Movie Vector: [-1.313037838609429, 0.4068122473039828] User Vector: [1.9159482699370223, 0.3333080027441275] Predicted: -2.3801187976048417 Movie Vector: [1.3062742487651287, 0.3487555708637418] User Vector: [2.078207843630309, -0.17170370132446552] Predicted: 2.6548267673411488 Movie Vector: [2.0149271502815864, -0.6280517992995633] User Vector: [2.2157128933097208, -0.6872818054545987] Predicted: 4.896148640500337 Movie Vector: [1.443035536082035, 0.031008955748015894] User Vector: [1.5172690016286117, -0.23024430928625475] Predicted: 2.182333451547908 Movie Vector: [2.298852885802783, -0.0011626851521166388] User Vector: [1.3815742839445253, 0.14896078309605668] Predicted: 3.175862835106032 Movie Vector: [1.5795610277483019, -1.295363745060518] User Vector: [2.3633398205692973, 0.4202667930783395] Predicted: 3.188641108890395 Movie Vector: [2.0690712525864114, -0.20501694004399534] User Vector: [1.7364739403236924, 0.04235188949967088] Predicted: 3.5842054559989 Movie Vector: [1.9104886270957697, -0.18991717584487183] User Vector: [1.6826207846898156, 0.03704904873702969] Predicted: 3.207591622160977 Movie Vector: [1.770066013682013, -0.9166851880367475] User Vector: [2.009695009564506, -0.5948392081906532] Predicted: 4.102573125708359 Movie Vector: [1.708133373461193, -0.2973971107181062] User Vector: [1.7303520686055665, 0.022972365869992153] Predicted: 2.9488402009866848 Movie Vector: [1.885728974243897, -0.13169756159638812] User Vector: [1.849839207274255, -0.4903439303848358] Predicted: 3.5528724908246967 Movie Vector: [1.4104251805102188, -0.5719406960888996] User Vector: [1.257229201331008, -0.5835791635336988] Predicted: 2.1070003962444463 Movie Vector: [1.9114738311913, -0.780657716542196] User Vector: [1.431826903312408, -0.6854597950061516] Predicted: 3.272009134828328 Movie Vector: [1.7202725316815313, 0.06630354469985579] User Vector: [2.071939373880905, 0.23154446847741605] Predicted: 3.5796526112124476 Movie Vector: [2.0004026443398417, -0.18368402183191584] User Vector: [1.9728091857614714, 0.2679188541334963] Predicted: 3.8972002993233383 Movie Vector: [2.183664128667284, -0.32442729760313715] User Vector: [1.828281235101414, -0.8702151501679746] Predicted: 4.27467369970878 Movie Vector: [1.8775281266409773, -0.2651490106015939] User Vector: [-0.03280622982658313, 0.4715719521159169] Predicted: -0.18663145575945556 Movie Vector: [2.065000466061605, -0.8750101313304627] User Vector: [1.7777583851959202, -0.9113715061341817] Predicted: 4.468531195247813 Movie Vector: [1.8874199063480008, -0.588006033719121] User Vector: [1.154259592125022, 0.0953415450557551] Predicted: 2.122511127513003 Movie Vector: [2.0933917528160095, -0.902257473554964] User Vector: [1.9006489235316386, -0.1473152698374446] Predicted: 4.111719084699359 Movie Vector: [1.7506010100452327, 0.5662720997208989] User Vector: [1.9904698396331226, 0.09057426780725235] Predicted: 3.5358081925382128 Movie Vector: [1.7143622094726128, 0.1522537806222732] User Vector: [1.9946193181475769, 0.05361023699545048] Predicted: 3.42766234257885 Movie Vector: [1.9972592294844487, 0.42387792188790313] User Vector: [2.074755398139399, -0.42169503717745227] Predicted: 3.9650771518273755 Movie Vector: [2.468712013976317, 0.3647003597059228] User Vector: [1.7726474287066862, -0.27394441525456015] Predicted: 4.276248377009656 Movie Vector: [1.9860946830065216, 0.28121417471937127] User Vector: [1.5406528182832349, -0.16078103721227063] Predicted: 3.0146684640611725 Movie Vector: [0.9319901320063977, -1.2794917143101017] User Vector: [1.9217576913777594, -0.37819849452000537] Predicted: 2.2749610445743693 Movie Vector: [2.0392622728296064, -0.8110990344408447] User Vector: [2.054048940921437, -0.9384853562729135] Predicted: 4.949949078076528 Movie Vector: [1.57902967252727, -1.0641367977341796] User Vector: [1.8870416474141583, -0.4833390615049615] Predicted: 3.494033635691432 Movie Vector: [1.3275291209061586, -1.2002772954745933] User Vector: [1.438416741283549, 0.013000250925927275] Predicted: 1.893936206030988 Movie Vector: [0.12120275119834228, -0.009098181239837355] User Vector: [1.7232075881631703, -0.5889143932753015] Predicted: 0.21421555045600374 Movie Vector: [2.376791347957622, 0.5837547978067682] User Vector: [1.9517574737623453, -0.2894166450701967] Predicted: 4.469971921825103 Movie Vector: [1.6905807377228135, -0.9590083484705024] User Vector: [1.5250495205286256, -0.869958490189979] Predicted: 3.4125167983940905 Movie Vector: [2.316118120737624, 0.666141227247875] User Vector: [1.3914239634079297, -0.8117852143168118] Predicted: 2.68193865635099 Movie Vector: [2.343732282417271, 0.08456235778340948] User Vector: [2.092110260628614, -0.6682030003793297] Predicted: 4.846841535021669 Movie Vector: [2.179181524615349, 0.1260093826781453] User Vector: [1.3937645730530979, -1.0275202186518977] Predicted: 2.9077888188190726 Movie Vector: [1.633210632542356, 0.3848599565888816] User Vector: [1.995747913172129, -0.2894115763312922] Predicted: 3.148093784963759 Movie Vector: [2.1468442430677657, 0.41293964456494114] User Vector: [1.7041042893473104, -0.6785167660417566] Predicted: 3.3782600109717227 Movie Vector: [1.918798215778048, -0.2784028252897744] User Vector: [1.932566248824077, 0.029643526022514143] Predicted: 3.699951828720295 Movie Vector: [2.0224198198789596, 0.2605824180183944] User Vector: [1.5915793279181394, -0.5269878482955359] Predicted: 3.0815178099161176
avg loss: 10.2830372105092: 65%|██████████████████████████████▋ | 45649/70000 [01:14<00:37, 656.88it/s]
Movie Vector: [1.8590241850892844, -0.7287490949544737] User Vector: [2.358272250716391, 0.5540458805733524] Predicted: 3.9803247150756267 Movie Vector: [1.8476097876455722, -0.4396926766090417] User Vector: [1.2464161232332782, 0.8256857275928986] Predicted: 1.9398426611618487 Movie Vector: [1.7562072790647336, -1.403848811003564] User Vector: [1.9848638376823975, -0.2919763678756428] Predicted: 3.8957229965735487 Movie Vector: [2.0253146627784897, -0.3069513040428521] User Vector: [2.3793371314874827, 0.9435088886225751] Predicted: 4.529295096356189 Movie Vector: [1.7871579207010377, -0.3439065556791651] User Vector: [1.6558612609223604, -0.025759587738690658] Predicted: 2.968144459134333 Movie Vector: [1.4255867987898085, 0.9216335208102054] User Vector: [1.8670818964601472, -0.13913518499560493] Predicted: 2.5334556534369472 Movie Vector: [2.106931445684463, -0.004773416825444382] User Vector: [2.0942214846487, 0.45920348956387697] Predicted: 4.410189130570961 Movie Vector: [1.5860035577189666, -0.20305525519479167] User Vector: [1.8674024063148382, -0.28253837633874435] Predicted: 3.019077762218078 Movie Vector: [1.910177849834484, -0.3284765315787706] User Vector: [2.121879243975693, -0.8341015879204224] Predicted: 4.327149528450355 Movie Vector: [1.6849150840205405, 0.023963787889028393] User Vector: [1.8765746443728877, -0.5192066032307519] Predicted: 3.149426767683955 Movie Vector: [2.0328858177022813, -0.6995246983594753] User Vector: [2.1092583138961656, -0.782534012221935] Predicted: 4.835283181045721 Movie Vector: [1.9255747859130505, -0.6003359997976193] User Vector: [1.525009476539104, 0.22064226699004355] Predicted: 2.8040603003510776 Movie Vector: [2.3127698987940657, 0.31896378204518977] User Vector: [1.9313372922296597, -0.358717445145535] Predicted: 4.352320880897987 Movie Vector: [0.4257166433746832, 0.35412638404618907] User Vector: [1.5698571668144226, -0.5764686512545116] Predicted: 0.46417156464918224 Movie Vector: [0.01888674131349676, -0.7431307125747059] User Vector: [2.0864920490051793, -0.8427825961868081] Predicted: 0.6657046668320918 Movie Vector: [2.074928914065188, -0.0977800487866377] User Vector: [2.134457553120278, -0.6619545559798244] Predicted: 4.493573641592341 Movie Vector: [1.6316440557067318, -1.7931852600966716] User Vector: [1.9995430555135723, -0.28705346288570815] Predicted: 3.7772825791647544 Movie Vector: [1.6146097286388916, -0.5814458483932089] User Vector: [1.7153877079648223, -0.11791824429572198] Predicted: 2.8382447552631356 Movie Vector: [1.9880325168942807, -0.007794554033542282] User Vector: [1.9911600542902599, 0.765532853581356] Predicted: 3.952523947078326 Movie Vector: [0.05896272531027627, -1.1576517388562395] User Vector: [1.4616188768901848, -0.8956450153910265] Predicted: 1.1230260418117357 Movie Vector: [2.359450176685071, 0.5016107896678439] User Vector: [2.0015247553964985, -0.5906079812644164] Predicted: 4.4262426018936365 Movie Vector: [1.3072399482044725, -0.08714445434822268] User Vector: [2.059636224979233, -0.9430572648745489] Predicted: 2.774620962828527 Movie Vector: [1.2031032254795877, -0.19767062681304623] User Vector: [2.1921293919247478, 0.3063137203730644] Predicted: 2.5768087169856915 Movie Vector: [2.199063022780149, 0.022653545677527823] User Vector: [1.5105912918910522, -0.6459675979567149] Predicted: 3.307251996044793 Movie Vector: [2.127087838236622, 1.0740791024352405] User Vector: [1.9179182098525216, -0.851707746461782] Predicted: 3.1647790070530397 Movie Vector: [0.5226525621661693, -1.3614293791423842] User Vector: [2.0415165629740994, -0.46014675058983595] Predicted: 1.6934611673129907 Movie Vector: [0.6404237246571725, 0.44711845147226] User Vector: [1.9584741841305302, 0.025884484385185643] Predicted: 1.2658267622212531 Movie Vector: [1.967351956616551, 0.17569886918758196] User Vector: [1.8529329458056212, -0.4965556512998218] Predicted: 3.5581269899878767 Movie Vector: [1.9528752392533888, -1.051761798324554] User Vector: [1.9081957030328884, -0.39818852802236093] Predicted: 4.145267622407646 Movie Vector: [2.3065928761446837, -0.21192934225472698] User Vector: [2.0435986112178828, -0.5901143481053781] Predicted: 4.838812543983388 Movie Vector: [1.7717783688046478, -0.009635098177030926] User Vector: [2.4920916565940923, 0.3146802044207012] Predicted: 4.412402115567991 Movie Vector: [0.8131485732283097, 0.31394143784736595] User Vector: [1.6374424593389985, 0.002817746900940707] Predicted: 1.3323686070685323 Movie Vector: [2.2401523717116274, -0.01765026193378516] User Vector: [2.2907391490513214, -0.22156152009157715] Predicted: 5.135515356584057 Movie Vector: [1.5343783866673961, -0.8746054675038728] User Vector: [0.09320104566885537, -1.2762012962413347] Predicted: 1.2591783014172937 Movie Vector: [2.2944721460001465, -0.4275527265243968] User Vector: [2.071172515253375, -0.010379634989352859] Predicted: 4.756685487049958 Movie Vector: [2.0543408718046376, -0.5322419319710777] User Vector: [1.8530504734131865, -0.26206655377865556] Predicted: 3.946280133937796 Movie Vector: [1.8856793590976695, 0.12582348176570837] User Vector: [1.3373917553007446, -1.111669717146377] Predicted: 2.382017873613158 Movie Vector: [2.048520182094084, -0.7053250414542279] User Vector: [0.04239874950784088, -1.640119854376723] Predicted: 1.243672298340528 Movie Vector: [1.8524050247140142, 0.03282326511936893] User Vector: [1.7868560028414355, -0.19231181704017192] Predicted: 3.3036687363475767 Movie Vector: [2.0241804427041297, -0.24420955303966319] User Vector: [2.5165837737353445, -0.5816420567247278] Predicted: 5.2360622039234554 Movie Vector: [1.9187680138433572, 0.20935458566496726] User Vector: [1.7360144491943605, -0.5192113833456447] Predicted: 3.222309712651171 Movie Vector: [2.2406017896369796, 0.21949760974057192] User Vector: [1.9880174819500684, -0.44010340756846605] Predicted: 4.357753881886966 Movie Vector: [0.9171654953333779, 0.013504804217488842] User Vector: [1.8848811870087685, -0.6992538221022463] Predicted: 1.719304701561641 Movie Vector: [0.9640150939765023, -0.10130029191131687] User Vector: [2.0190730512776676, -0.15439666604112603] Predicted: 1.962057324612964 Movie Vector: [1.4091312865671937, -0.2791062171039945] User Vector: [1.8741333462489906, -0.845484169349655] Predicted: 2.876879821526815 Movie Vector: [1.7696400709199143, 0.11836149421591753] User Vector: [1.9653852642846046, -0.5209094476136509] Predicted: 3.416368897902822 Movie Vector: [1.9850777275342137, 0.2813203032083442] User Vector: [1.659032109273549, 0.3426804484082423] Predicted: 3.3897106570328077 Movie Vector: [2.2249167121523685, -0.4004724033377594] User Vector: [2.0027956176611204, -0.6714254916384956] Predicted: 4.724940821058457 Movie Vector: [1.872117184659081, -0.6281214254656714] User Vector: [1.439302157937425, -0.4225982025263278] Predicted: 2.9599852891616196 Movie Vector: [1.8472789655275992, -0.4477942241940071] User Vector: [1.8961617307643566, 0.22531851273745276] Predicted: 3.4018433518715874 Movie Vector: [2.31129479258871, -0.2261956707969781] User Vector: [2.006521569459108, -0.5517317722206869] Predicted: 4.762462193025226 Movie Vector: [1.539631298063707, -0.5419303967087392] User Vector: [1.9987442669128064, -0.34942106698341363] Predicted: 3.266691127613069 Movie Vector: [1.9816109506083683, -1.0267973437742213] User Vector: [1.428224231432812, -1.1710027237816067] Predicted: 4.032567263262813 Movie Vector: [1.7594645754306941, 0.07068335477192655] User Vector: [2.087217655604356, 0.10970091685673505] Predicted: 3.680139555074357 Movie Vector: [1.504123295886401, -0.5987153252221905] User Vector: [0.4596660621509214, -2.6077399883345795] Predicted: 2.2526883276202163 Movie Vector: [2.244904351586302, -0.37773233364170317] User Vector: [2.072894326618761, -0.9439410888692615] Predicted: 5.0100065645238905 Movie Vector: [2.026371122722455, -0.5018834924859731] User Vector: [1.8655075141974813, -1.0635815236536468] Predicted: 4.314004565626371 Movie Vector: [0.3120251278764885, -0.8967725069299026] User Vector: [1.1424278129145664, -0.4751224312814023] Predicted: 0.7825429182131782 Movie Vector: [2.239846033056964, 0.3044907020366147] User Vector: [1.9825593941013175, -0.7767644777536049] Predicted: 4.204110233029354 Movie Vector: [2.1606864064932307, 0.2626987229848273] User Vector: [1.3805465275819433, -1.0005252827841529] Predicted: 2.720091401576307 Movie Vector: [0.7935452106430868, -0.5028934224696067] User Vector: [1.7384016014420334, -0.5900549440070697] Predicted: 1.6762350152354253 Movie Vector: [2.231899019425257, -0.7736142111287045] User Vector: [1.093936051998014, -0.4055266221185062] Predicted: 2.7552759596302008 Movie Vector: [1.9691797801591968, -1.257032157765345] User Vector: [1.8397921685424468, -0.8645005831140863] Predicted: 4.709586571370326 Movie Vector: [2.085459997388783, -0.5046020159235826] User Vector: [1.749963098328557, -0.5973818116639532] Predicted: 3.9509181049124518 Movie Vector: [1.8897260178091784, 0.06013101749453205] User Vector: [2.208753875647391, -0.24143224827976711] Predicted: 4.159422099002678 Movie Vector: [2.290004911202541, 0.48856582848911445] User Vector: [1.613891362000198, -0.547253862705517] Predicted: 3.428449608301223 Movie Vector: [1.460644366378378, -0.11747971651436204] User Vector: [1.7423981177096473, -0.4748094774352028] Predicted: 2.6008044774283063 Movie Vector: [0.025210122797981793, 0.1071032137807041] User Vector: [1.3210250708197995, -0.48958372857512333] Predicted: -0.0191327864905559 Movie Vector: [2.149043913206135, 0.5601441004381462] User Vector: [1.6295929369729953, 0.725628139644526] Predicted: 3.908523103739313 Movie Vector: [1.6901917163409954, 0.4547896137754926] User Vector: [1.4782066737194726, 1.3343212312479067] Predicted: 3.105288112372304 Movie Vector: [2.112799415935457, -0.35470833624784126] User Vector: [1.8790499215734286, -0.5960509196852374] Predicted: 4.181479806854452 Movie Vector: [-0.41639309338916486, -0.03797827370756569] User Vector: [1.8748542834976516, -0.3036456565512373] Predicted: -0.7691444369048971 Movie Vector: [0.9978742748417546, 0.261949298412535] User Vector: [2.191718801985505, 0.11389906424025009] Predicted: 2.216895590155903 Movie Vector: [2.160862731296447, 0.0594380209884382] User Vector: [1.5183122158882973, -0.9261518300012035] Predicted: 3.2258156498750545 Movie Vector: [0.7737046152661293, 0.6057474718959045] User Vector: [0.7310781656015356, 0.17285033391068766] Predicted: 0.6703422036289657 Movie Vector: [1.540266390297093, -0.8037593786288745] User Vector: [0.20430302295275649, -1.6958650402808308] Predicted: 1.6777485107047783 Movie Vector: [0.840438897679168, 0.9003331216804452] User Vector: [2.26756824335946, -0.5868635599155466] Predicted: 1.3773798539620488 Movie Vector: [2.3783348971382368, -0.44316306824432894] User Vector: [1.2275248073239056, -0.8050693792383508] Predicted: 3.2762421026141597 Movie Vector: [2.2251098825063105, 0.1540677116408032] User Vector: [1.7667195785096557, -0.5771922865382481] Predicted: 3.8422184989955475 Movie Vector: [1.5790123557354891, -0.3045272466160547] User Vector: [1.8500930792399812, -0.6228018217651368] Predicted: 3.1109799553502477 Movie Vector: [2.0505626046855228, -0.28364230375350363] User Vector: [1.1119240460030153, -0.18998509856424808] Predicted: 2.3339576790200076 Movie Vector: [2.323018445386257, -0.01637058284053997] User Vector: [1.480186299248065, -0.646280813577426] Predicted: 3.4490800693581978 Movie Vector: [1.5076272510699373, 0.40071023653064697] User Vector: [1.387732130842827, -0.5660491118011752] Predicted: 1.8653611041661864 Movie Vector: [2.407247447721259, -0.13718772191216785] User Vector: [1.6150709181911564, 0.8830326248122838] Predicted: 3.7667341115323727 Movie Vector: [1.8682550856413225, -1.4171362263161755] User Vector: [1.9581953859407637, -0.2257923329704018] Predicted: 3.978386983140005 Movie Vector: [1.5020469425335192, 0.7888303872159422] User Vector: [2.08762607109088, -0.8874026090643058] Predicted: 2.435702213510686 Movie Vector: [1.2816500203258028, -1.0982046691269478] User Vector: [1.1454811562334146, -0.4838978602386656] Predicted: 1.9995248366640217 Movie Vector: [2.140163281194067, -0.29185376956770115] User Vector: [1.514807057160389, 0.4314799511839326] Predicted: 3.1160053915823887 Movie Vector: [1.7309948625787388, 1.4878528991292936] User Vector: [2.076966239218034, -0.6126428639770086] Predicted: 2.6836954285368346 Movie Vector: [1.7853277288660057, 0.33421812302426235] User Vector: [2.4934185219020737, -0.602336616487542] Predicted: 4.250257413428611 Movie Vector: [1.3209521210888566, -0.4067102732319567] User Vector: [1.5238230592624253, -0.39720397419309744] Predicted: 2.174444239169705 Movie Vector: [1.7210198835615325, -0.16291619383562086] User Vector: [2.0084514399167874, 0.06077662275489773] Predicted: 3.4466833672111705 Movie Vector: [-0.6647943384088564, -2.044911105629058] User Vector: [1.4051847313768668, -1.1685262852564187] Predicted: 1.4553735241024084 Movie Vector: [1.705006580246785, -0.795319221863078] User Vector: [1.5798798346648402, -1.070650406384627] Predicted: 3.5452143621959653 Movie Vector: [1.559533852153711, -1.0359823549056806] User Vector: [1.403332470116306, 0.049576827056464] Predicted: 2.1371837749301577 Movie Vector: [1.8286055701573962, -0.010807236685045142] User Vector: [1.5570025384352413, -0.1355072166106188] Predicted: 2.8486079730943303 Movie Vector: [2.4875642420661466, -0.5005521285933436] User Vector: [1.598933430876139, -1.0156564978801161] Predicted: 4.485838650025179 Movie Vector: [1.4908821965338095, 0.03393380582984739] User Vector: [1.7507457084142743, 0.030276910481454533] Predicted: 2.611183018134219 Movie Vector: [1.4125754841911065, -0.234812868056395] User Vector: [1.728191946026673, -0.2740127699161611] Predicted: 2.5055432993218894 Movie Vector: [1.4044254111444048, 0.13172017545537223] User Vector: [1.0392520066123676, 0.3750533768057147] Predicted: 1.5089540232672007 Movie Vector: [1.3268533887749725, -0.6441542894811301] User Vector: [1.8439210214771125, 0.032397663542266794] Predicted: 2.425743762040398 Movie Vector: [2.1610659939743795, -0.31367116293537006] User Vector: [2.191288532728586, 0.13299983270074514] Predicted: 4.693800918872308 Movie Vector: [2.159762849914929, 0.8448062053555643] User Vector: [1.5703654865022978, -0.22910333492446347] Predicted: 3.1980691195244053 Movie Vector: [1.2012998783346582, -0.047538623607535954] User Vector: [1.8682863913271448, -0.3047899003529578] Predicted: 2.2588615069478544 Movie Vector: [1.80553932173727, 0.2529538125744216] User Vector: [1.611539319851773, -0.3876933572754454] Predicted: 2.81162909768551 Movie Vector: [2.0537503006027866, 0.5995292471468296] User Vector: [1.8131421010952022, 0.05744738358506593] Predicted: 3.7581825217911495 Movie Vector: [1.9344823213303266, -0.23040624446662367] User Vector: [1.856694402978722, -0.5010062296317024] Predicted: 3.7071774624991263 Movie Vector: [0.930902783808729, 1.2539292736099408] User Vector: [1.8185005415735227, 0.04473867371648381] Predicted: 1.7489463491440562 Movie Vector: [1.8676545522892765, 0.17434615036456388] User Vector: [1.7561413400189656, 0.04234418546378508] Predicted: 3.287247913875745 Movie Vector: [1.7640440775861197, 0.10689757777611505] User Vector: [0.23051839415312936, 0.13973771395500315] Predicted: 0.4215822311262521 Movie Vector: [1.6423156338561145, -0.895066059117098] User Vector: [1.034914396529903, -1.0854115007349612] Predicted: 2.6711710876070427 Movie Vector: [2.1684713726898135, 0.03480559818300019] User Vector: [2.137074905779182, 0.099554641666531] Predicted: 4.637650813331034 Movie Vector: [1.8309558888926043, -0.806775277839997] User Vector: [-0.7076936185623607, -0.3673421287576789] Predicted: -0.9993932504476584
avg loss: 10.26676593694758: 65%|██████████████████████████████ | 45777/70000 [01:14<00:43, 557.15it/s]
Movie Vector: [1.9687076431086603, 0.06352267431490878] User Vector: [1.9438463826103665, 0.19615762219689803] Predicted: 3.8393256872233503 Movie Vector: [1.6259023900676712, -0.8186603225294355] User Vector: [1.7655712854235532, -0.23940230527837494] Predicted: 3.066635741258491 Movie Vector: [1.8069598864441336, -0.3102601146129206] User Vector: [2.1044794168821928, 0.2327986419621035] Predicted: 3.7304817548165694 Movie Vector: [1.8207632719869984, 0.7045270603128766] User Vector: [1.8611934253046833, -0.793263294411911] Predicted: 2.8299171739923126 Movie Vector: [2.5168740924290267, 0.5169190015714684] User Vector: [1.9099014480035998, -0.23033955412560392] Predicted: 4.68791458123192 Movie Vector: [1.9744047196537464, 0.9118845491589709] User Vector: [1.1297352379152965, -0.8063214429071448] Predicted: 1.4952825202565168 Movie Vector: [2.1277572910619362, -0.4587334114823362] User Vector: [1.8422073368068157, -0.6212809828546795] Predicted: 4.20477243729252 Movie Vector: [1.4214353854931598, 0.11182403694463132] User Vector: [1.7069816932376918, -0.2008222815207157] Predicted: 2.4039074229290076 Movie Vector: [0.7177713239918335, -0.45465270478009806] User Vector: [1.9016350086527838, 0.7952186281669622] Predicted: 1.003390777722302 Movie Vector: [1.5066789199193045, -0.46481901772559986] User Vector: [1.6890086939171844, 0.8176248794414255] Predicted: 2.1647462013554835 Movie Vector: [1.5495346392335108, -0.7173672234793536] User Vector: [1.3770399628689796, -0.8925698814773335] Predicted: 2.7740714997110016 Movie Vector: [1.0395807362009637, 1.345627662859616] User Vector: [1.6466863686497262, -0.1162675454999296] Predicted: 1.5554106018954794 Movie Vector: [2.0055815413768805, 0.1840704314600545] User Vector: [1.8920449024543706, 0.27533491530507925] Predicted: 3.8453313484749296 Movie Vector: [1.7869458882041336, -0.4153139983619906] User Vector: [0.462804966125511, -0.1663402526843905] Predicted: 0.8960908666893332 Movie Vector: [1.8201034475506987, -0.0047968629213718285] User Vector: [1.5503254677403162, -0.47175953452059266] Predicted: 2.8240156944787445 Movie Vector: [2.1720768695576234, 0.29573916579748527] User Vector: [2.280955581667815, -1.2718047216632018] Predicted: 4.578288391987037 Movie Vector: [2.030278206233686, -0.6034827792593768] User Vector: [1.7250552059289637, -0.7103409409096637] Predicted: 3.9310205143894232 Movie Vector: [1.1094009009542338, -0.3739682447022675] User Vector: [1.9503092736245589, -0.7934835830770662] Predicted: 2.4604125280618794 Movie Vector: [2.3128129415262135, -0.6827482077314486] User Vector: [1.65730214633005, 0.44755830774315325] Predicted: 3.5274602195843516 Movie Vector: [2.3790350971264145, -0.6943557301645819] User Vector: [2.0920241546020253, -0.9273688437426981] Predicted: 5.62092275846328 Movie Vector: [2.4226328917649793, -0.65309107418212] User Vector: [1.457506434424353, -0.2548752408707937] Predicted: 3.697459772838268 Movie Vector: [2.0838890859414216, -0.2893365189734741] User Vector: [2.0458141139368107, 0.8999257791276072] Predicted: 4.002868311630566 Movie Vector: [1.3282714978828205, -0.8011674720294417] User Vector: [1.695081870578998, -0.4935370310451695] Predicted: 2.6469347507833536 Movie Vector: [1.2636095315642697, -0.05770374234256567] User Vector: [2.071883456507776, -0.943770997735641] Predicted: 2.672510802417275 Movie Vector: [1.6604403503839893, -0.48967585889739645] User Vector: [1.4111287452161685, -1.9104919870482804] Predicted: 3.2786169128181144 Movie Vector: [2.466662058359124, 0.1387859844756977] User Vector: [1.6962495808910225, 0.4067366594098969] Predicted: 4.240523830390011 Movie Vector: [2.101219563222814, -0.34177535736955916] User Vector: [1.9177583097561555, 0.4340446335189318] Predicted: 3.8812855182574793 Movie Vector: [1.1902688374488068, 1.03506263920034] User Vector: [2.0553306676441934, 0.4592915997302636] Predicted: 2.921791619729087 Movie Vector: [1.2604105277487692, -1.3931682307920585] User Vector: [1.9987449162435436, -0.37500473852304533] Predicted: 3.0416838228244836 Movie Vector: [2.1251834769263738, -0.694572671298299] User Vector: [2.060329333917614, -0.5916515639243772] Predicted: 4.789522864701205 Movie Vector: [1.878940119100198, -0.316197114226217] User Vector: [2.3129050715520156, -0.5570690079122214] Predicted: 4.521953743336103 Movie Vector: [1.9097001063655203, 0.08123971609814182] User Vector: [1.5480133375279632, 0.1376159969292217] Predicted: 2.9674211198534883 Movie Vector: [1.869871204580623, -0.1550848641791701] User Vector: [2.1357128971135966, -0.37487499888788733] Predicted: 4.051645485850868 Movie Vector: [2.037790719054259, -0.14029280692679158] User Vector: [1.706510792146301, -1.3928447730079998] Predicted: 3.672917957020266 Movie Vector: [1.7642167459053992, -0.3987715233409467] User Vector: [2.0513035416288576, 0.05672013196390232] Predicted: 3.5963256856493393 Movie Vector: [1.9937086640863653, 0.6099192116182532] User Vector: [1.4332413414422156, -0.6459499869659401] Predicted: 2.463488373365023 Movie Vector: [2.0801214315734606, -0.7044730729875726] User Vector: [2.019394165574454, 0.24533688128662917] Predicted: 4.027751855928648 Movie Vector: [0.6701720095764041, -0.032360686106354355] User Vector: [0.5928484867138006, 0.84478087930315] Predicted: 0.3699727728515386 Movie Vector: [2.0083197095806247, 0.5627372512443897] User Vector: [1.9580808162530245, 0.19661691298875575] Predicted: 4.043095957396116 Movie Vector: [1.839201927010975, -0.20060920158567183] User Vector: [1.8990588914618347, -0.1373608874549989] Predicted: 3.520308630645379 Movie Vector: [2.149918449268441, -0.2782785347459992] User Vector: [1.680693890096032, -0.015789512969601936] Predicted: 3.6177486844237388 Movie Vector: [1.5539380042649609, -0.7654538208554451] User Vector: [2.0255502880275342, -0.9079674863529121] Predicted: 3.842586753757174 Movie Vector: [2.2685882559758075, -0.25527300399251407] User Vector: [1.8196771636341154, 0.38750855628886194] Predicted: 4.029177769851062 Movie Vector: [1.7903475817295407, 0.11488419919728085] User Vector: [1.3799714026811531, 0.9705171603125372] Predicted: 2.5821255504158493 Movie Vector: [1.0611151818910813, -0.07828630690102005] User Vector: [2.045081611589214, 0.24299741284584514] Predicted: 2.1510437762253907 Movie Vector: [0.849854777038795, 0.09517489064708098] User Vector: [0.527740302968373, 1.3626990430587687] Predicted: 0.578197349921573 Movie Vector: [1.7710288150149909, -0.1614029016041451] User Vector: [1.040923478375553, 0.1575566696813224] Predicted: 1.8180753707750867 Movie Vector: [2.1397013113326406, -0.2234716748380611] User Vector: [2.142974654582724, -0.2759021176609867] Predicted: 4.646981986888337 Movie Vector: [2.424200790591413, -0.12791855937239463] User Vector: [1.9368733814231955, -0.41561667557443255] Predicted: 4.7485350689122 Movie Vector: [1.4861508229352518, -1.0387971989218645] User Vector: [1.8938082976622093, -0.8664632998780358] Predicted: 3.7145644089341996 Movie Vector: [1.3281288955233914, -0.09670899457419715] User Vector: [1.894854689984705, -0.5002421138773039] Predicted: 2.5649891784634495 Movie Vector: [1.8345525469549329, -0.48981668118560007] User Vector: [1.7507474189102439, 0.1852296586021582] Predicted: 3.1211095598029117 Movie Vector: [1.6307729583348696, -0.009943786506089474] User Vector: [1.700055990449744, -0.10116565580927796] Predicted: 2.7734113065637622 Movie Vector: [1.1945233681909744, -1.0396595449056911] User Vector: [1.3218938126545405, 0.2293301607939639] Predicted: 1.340607758878709 Movie Vector: [1.0569057579630456, -0.16807532802609682] User Vector: [0.9682379872054074, -0.41906501086461173] Predicted: 1.0937707929212743 Movie Vector: [2.2086651953291163, 0.4433549452744056] User Vector: [1.892827483178736, -0.5462418141890635] Predicted: 3.9384431732228986 Movie Vector: [1.979417207664561, -0.19954627239563502] User Vector: [1.8744117858954212, -0.37760683310688353] Predicted: 3.785592979228257 Movie Vector: [2.2062304815326748, -0.0459839584715454] User Vector: [1.8684544988673895, -0.3022767804594836] Predicted: 4.136141151677654 Movie Vector: [1.805824568873113, -0.34879023791662456] User Vector: [2.2773380359264834, -0.32877681169994094] Predicted: 4.227147119279576 Movie Vector: [2.066837302556945, 0.025106017776948583] User Vector: [1.3060520524162877, -0.7245762556286771] Predicted: 2.6812058766604734 Movie Vector: [1.7377821146602581, -0.3179125968353932] User Vector: [1.8461356103267639, 0.3867496839659058] Predicted: 3.085228848508381 Movie Vector: [2.0262700885108056, -1.0670773065524488] User Vector: [0.32957968801416493, -0.40594818816568495] Predicted: 1.1009955628315113 Movie Vector: [1.3198699353460321, -0.7567293828447745] User Vector: [1.7161853634132296, -0.506265928738105] Predicted: 2.6482477684593486 Movie Vector: [2.194783671902685, -0.044132104565772864] User Vector: [2.093758123748358, -0.8292658455118374] Predicted: 4.631943389923451 Movie Vector: [1.9014010345422165, 0.21454874366962268] User Vector: [1.7005525619261248, -0.028925480296242024] Predicted: 3.2272264750821513 Movie Vector: [1.8099361465112704, -0.42357710194988824] User Vector: [0.13353625688521534, -0.9089140903452461] Predicted: 0.626687294516224 Movie Vector: [1.595006736654519, -1.3935881649783324] User Vector: [1.7105546372723293, -0.4418602936763947] Predicted: 3.3441174457062663 Movie Vector: [0.902041665866592, 0.9937176197455896] User Vector: [1.2220764594380162, -0.009593927527631881] Predicted: 1.0928302304610449 Movie Vector: [1.9605374244336644, 0.2135428656280416] User Vector: [2.003961392400234, 0.06742102855721979] Predicted: 3.9432385865625537 Movie Vector: [2.02751837931311, -0.8557948621816895] User Vector: [2.050088617176252, -0.08492566591784417] Predicted: 4.229271299105299 Movie Vector: [1.5545205228502377, -0.4554912578545788] User Vector: [1.8343658352974261, -0.4822064466354977] Predicted: 3.0712001583087574 Movie Vector: [1.326213780667194, -0.577664988194416] User Vector: [2.19336026292425, -0.8318741557756225] Predicted: 3.3894091810333253 Movie Vector: [2.0368228934214416, -1.2602343949325925] User Vector: [1.3312747335333648, 0.897414510966043] Predicted: 1.5806182214632674 Movie Vector: [1.8933830519082588, 0.06027495452530336] User Vector: [1.722910452924776, -0.9142224176881749] Predicted: 3.2070247368711855 Movie Vector: [1.2630167030287756, -0.5878023885778964] User Vector: [1.952197057097404, 0.1510271003098095] Predicted: 2.3768834004155424 Movie Vector: [0.5628386079009295, 0.46002523125126565] User Vector: [1.679092698113514, -0.06911928655856725] Predicted: 0.9132615809597985 Movie Vector: [1.8771973146946095, -0.6419682230204434] User Vector: [1.4716895461358945, -0.39674546806009314] Predicted: 3.0173496471923817 Movie Vector: [2.0307660139297576, -0.03916993653472021] User Vector: [2.075694304190975, -0.6737220547428617] Predicted: 4.241639098384927 Movie Vector: [0.33792241778710297, 0.8844428968837562] User Vector: [2.0856194267905814, 0.24000663870924738] Predicted: 0.917049726096165 Movie Vector: [1.8747088813437325, -0.6288823819850423] User Vector: [0.600872965305293, -0.018357289030210278] Predicted: 1.1380064602692836 Movie Vector: [2.4461182985037553, -0.13262164521309658] User Vector: [1.7902165808560737, -0.3538695104879718] Predicted: 4.4260122933885375 Movie Vector: [1.7995253100183488, -1.021155350487699] User Vector: [1.5595219650215288, -0.25710331541286346] Predicted: 3.068941673747763 Movie Vector: [2.1585330275160386, 0.23503629199152798] User Vector: [2.1266882147301294, -1.2928089978227364] Predicted: 4.2866697176225665 Movie Vector: [1.9873266468157904, -0.8108760976639992] User Vector: [1.9289833433725414, 0.43221881771991966] Predicted: 3.4830440912983893 Movie Vector: [1.7546758593440857, -0.6316638152987303] User Vector: [2.112932538196574, -0.2864059455770577] Predicted: 3.888423989503598 Movie Vector: [-1.2165339706200498, -0.23957202503264763] User Vector: [-0.05123364863685649, -1.3019864203901852] Predicted: 0.37424699730343225 Movie Vector: [1.804564156367992, -0.42933306055381526] User Vector: [1.580820051756497, -0.6789301467498529] Predicted: 3.1441783608739335 Movie Vector: [0.8543136312448149, 0.04852245778179364] User Vector: [1.8417001797725685, -0.2941435699932548] Predicted: 1.5591169992889475 Movie Vector: [1.279796978956466, -0.07525365457483629] User Vector: [2.1236730526717333, -0.48372219528120264] Predicted: 2.754272220094413 Movie Vector: [2.339261711024218, -0.7951472772938748] User Vector: [1.6349178010652687, -0.29988729902895017] Predicted: 4.062955182021777 Movie Vector: [1.6915407013362043, -0.9705692372581055] User Vector: [1.8652449307056669, -0.5193677406422094] Predicted: 3.659220070141238 Movie Vector: [-0.05649380497023762, -2.7316757358821433] User Vector: [2.038053118516239, 0.31780736399267306] Predicted: -0.9832840402998904 Movie Vector:
avg loss: 10.24786409178486: 66%|██████████████████████████████▏ | 45896/70000 [01:14<00:42, 573.31it/s]
[0.4900456984006542, 2.1743153510040645] User Vector: [1.6984558293572538, -0.4023673583851008] Predicted: -0.042552550979640835 Movie Vector: [2.0275661344354567, -0.2771290788734572] User Vector: [1.218950478430052, -0.44885875141386894] Predicted: 2.5958945219422866 Movie Vector: [2.030639760251065, 0.29073134336514883] User Vector: [1.6908318137168454, -0.9214063997023997] Predicted: 3.1655885884601247 Movie Vector: [1.7807183460538054, 0.16528702957371172] User Vector: [1.8819405085462342, -0.8470305316764819] Predicted: 3.21120282921106 Movie Vector: [0.953277994599666, -0.18722004794899963] User Vector: [1.4772690074916115, -0.2348686349275937] Predicted: 1.4522201540387025 Movie Vector: [1.939152670638049, -0.546691036756368] User Vector: [1.5677708800318824, -0.03882193791481415] Predicted: 3.06137069444993 Movie Vector: [2.0001737500189036, -0.29083822302735135] User Vector: [1.8160442005426296, 0.047936136670888495] Predicted: 3.618462277991276 Movie Vector: [1.081760394392514, 1.477028376921554] User Vector: [1.9377386162081192, -0.6984755228352012] Predicted: 1.0645007218861884 Movie Vector: [2.1969230183440325, -0.21346835476650666] User Vector: [2.0509780726219655, -0.5674159488353874] Predicted: 4.626966286928241 Movie Vector: [1.4964604101824899, 0.146397140713397] User Vector: [2.0806242229992646, 0.004326775329245507] Predicted: 3.114205205721815 Movie Vector: [1.940494473536021, 0.22048068821340006] User Vector: [2.076347811720951, -0.35642664212510156] Predicted: 3.9505562624297825 Movie Vector: [1.9400268968384116, -0.24489417386063106] User Vector: [1.7848840091016558, -0.8560393569798026] Predicted: 3.6723620365137433 Movie Vector: [2.0518711565165195, -0.8349514984969871] User Vector: [1.1027212367653199, -1.0880982343872092] Predicted: 3.17115115071051 Movie Vector: [1.548643201646117, -0.453946264964371] User Vector: [1.7449383680757782, -0.2364510477187294] Predicted: 2.809623010970853 Movie Vector: [1.332086413772573, 0.9932566321620373] User Vector: [1.852984354018606, -0.7297213501075115] Predicted: 1.743534712296811 Movie Vector: [2.237653887519115, 0.14996954970058435] User Vector: [1.7168192147332806, -0.5213057534458069] Predicted: 3.7634672009148478 Movie Vector: [0.8718569944981635, 0.874072352276676] User Vector: [1.7451105119312251, -0.19782269499447938] Predicted: 1.3485754576519733 Movie Vector: [1.8821388240671852, 0.8162500521883533] User Vector: [2.0787869003241126, -1.0139717626533076] Predicted: 3.0849110278790155 Movie Vector: [1.965469303075411, -0.18779177635904856] User Vector: [1.6330246381432392, -0.7422981840435724] Predicted: 3.3490572920060058 Movie Vector: [2.5264450543845425, 0.3557783125241895] User Vector: [2.1759272490632555, 0.6859910728611986] Predicted: 5.74142138340564 Movie Vector: [2.012211190304, 0.5044108389706247] User Vector: [1.6727897561797451, -0.5346880631265554] Predicted: 3.0963038119015387 Movie Vector: [2.335514143467995, 0.5898755941668998] User Vector: [1.7142885939558463, -0.342717127427097] Predicted: 3.80158478799751 Movie Vector: [2.1144104265859953, 0.5461621939598359] User Vector: [2.0472400364669694, -0.5738990251764189] Predicted: 4.015263728128289 Movie Vector: [1.7732584870048167, -0.9334967383942242] User Vector: [1.7268514866184328, -0.5964108611948206] Predicted: 3.618901648111276 Movie Vector: [2.012896736706987, -0.32301834060191026] User Vector: [1.665231599627333, -0.31554528873900006] Predicted: 3.4538661683044367 Movie Vector: [1.9158018964417567, 0.07102258708779877] User Vector: [1.6746197502029023, -0.15257058231439327] Predicted: 3.1974037357880807 Movie Vector: [1.0942260449920407, -0.7387210799922436] User Vector: [1.6009137256447978, -0.12810709596082048] Predicted: 1.8463969066686272 Movie Vector: [1.3142417535312545, -0.12559503478966963] User Vector: [1.7217444117421337, 0.2012052333680573] Predicted: 2.237518016535895 Movie Vector: [1.8484663016719247, 0.16120664468565765] User Vector: [1.9283017692792879, -0.6735616885033456] Predicted: 3.4558182201746837 Movie Vector: [0.34143920670978634, -0.4831824735038583] User Vector: [1.8484149230071023, -0.6212034094248081] Predicted: 0.9312759248969846 Movie Vector: [1.7914788387980023, -0.24077358045190475] User Vector: [1.8989456121164228, -0.5450136956285472] Predicted: 3.5331457790267007 Movie Vector: [2.168073454547534, -0.532803625861789] User Vector: [1.8165439627081572, -0.5195376662652958] Predicted: 4.215212296924063 Movie Vector: [1.766681640224554, -0.5151381234627885] User Vector: [1.8105590540776366, 0.4023164824280112] Predicted: 2.99143288158518 Movie Vector: [1.6362083911039371, -0.9551622435294191] User Vector: [2.1959768285618857, -1.2852643651186497] Predicted: 4.820711708077914 Movie Vector: [0.636518578702601, -1.4297542601772373] User Vector: [1.9143932147849672, -0.7339367824381862] Predicted: 2.2678960895446014 Movie Vector: [1.9848216392471647, -0.0461563834444807] User Vector: [1.8202054224446724, -0.29536440788794344] Predicted: 3.6264160632095406 Movie Vector: [2.4577508849631333, 0.5240494287777542] User Vector: [2.0699199376138293, 0.5452700363469407] Predicted: 5.373096009550462 Movie Vector: [2.051290771087521, 0.09382690769993077] User Vector: [2.084868794714696, 0.7651654461901557] Predicted: 4.348465225221479 Movie Vector: [2.3054394554469666, 1.041326972009801] User Vector: [2.1939912845788747, -0.735195163047795] Predicted: 4.2925355194021 Movie Vector: [1.818188563231315, -0.47974714903078425] User Vector: [1.8648356165248694, -0.644440902819371] Predicted: 3.699791476118354 Movie Vector: [0.8788648667157224, -1.3429632611087552] User Vector: [1.2925427649292704, 0.33884848726594735] Predicted: 0.6809093553434895 Movie Vector: [1.5881692106562084, -0.25600374982084334] User Vector: [1.5035833751198413, 0.28011768127339126] Predicted: 2.316233645222768 Movie Vector: [1.4129628715687712, -1.0497245417035457] User Vector: [1.5393418351516452, -0.16096666131296197] Predicted: 2.3440035144981093 Movie Vector: [2.1313839994760873, 0.012889897764490696] User Vector: [1.9570633978696732, -0.756167318794071] Predicted: 4.16150669274762 Movie Vector: [1.798347988673345, 0.08578996284390372] User Vector: [1.6776832401022204, -0.4841912627190515] Predicted: 2.975519530030798 Movie Vector: [1.8923886888493773, -0.20788850122068112] User Vector: [1.9337232377645963, 0.7039602948619252] Predicted: 3.513010731893203 Movie Vector: [2.098621175461697, -0.858740321349136] User Vector: [1.6796643382791105, -0.4840967546816438] Predicted: 3.9406925506597887 Movie Vector: [0.7221559781086199, 0.05518108148317111] User Vector: [1.8258366342245904, -0.587808258443704] Predicted: 1.2861029450493466 Movie Vector: [1.7497073250916286, 0.5085121018135113] User Vector: [2.102957169222746, -0.2316741509135875] Predicted: 3.561750453926065 Movie Vector: [2.0320604806141658, 0.10534376729368253] User Vector: [2.1307360907813786, -1.1990225457202741] Predicted: 4.203475052658922 Movie Vector: [1.0388746389589514, -1.5718844332666542] User Vector: [2.359918208089923, 0.5534006549996799] Predicted: 1.581777301448507 Movie Vector: [1.793291758797737, -0.43143792196474073] User Vector: [2.18207533400912, -0.3571025913093192] Predicted: 4.0671653134770915 Movie Vector: [2.0575754467358665, -0.16020188300547267] User Vector: [1.9434527336140472, 0.015545179524602444] Predicted: 3.996310259544465 Movie Vector: [1.8323809303354475, -0.008532865253875506] User Vector: [2.049104834686627, 0.19285000695138807] Predicted: 3.75309506021442 Movie Vector: [2.2610587153272292, -0.7808027731602346] User Vector: [1.722893035616988, 1.151493015594924] Predicted: 2.996473373907219 Movie Vector: [1.1011454104486609, -0.33656983687284125] User Vector: [1.8893982232366469, -0.6509219910744842] Predicted: 2.2995828903797726 Movie Vector: [1.199663568621134, 1.4701013565766519] User Vector: [1.846020525865208, -0.8330603620877811] Predicted: 0.9899204033918345 Movie Vector: [1.0413130584073258, -0.24294615356920718] User Vector: [2.257353348013919, -0.37521330295037253] Predicted: 2.441768147446181 Movie Vector: [1.8708292147682737, -0.06745686848479085] User Vector: [2.1212144857521724, 0.8769173176258914] Predicted: 3.909275934567699 Movie Vector: [1.2009081513009692, -0.029142413748225012] User Vector: [1.4251065069716664, 0.12924968872697837] Predicted: 1.7076553727886148 Movie Vector: [1.9071557731175808, 0.4421914929317561] User Vector: [1.5455950485775931, -0.39693206763496036] Predicted: 2.7721705362167124 Movie Vector: [2.2767607716490543, -0.5599943725577996] User Vector: [1.2426946751691585, -0.7253458621368911] Predicted: 3.235508088517049 Movie Vector: [1.009490594286152, -1.5749774291137928] User Vector: [1.973656515561448, -0.6766759009885143] Predicted: 3.058136959693012 Movie Vector: [-0.13528117175237764, -1.5685939119198578] User Vector: [2.086880810860697, 0.24330805383394377] Predicted: -0.6639672133657802 Movie Vector: [1.633806229937657, -0.24262259979032058] User Vector: [2.3533249846214317, -0.563871066019291] Predicted: 3.981684884926576 Movie Vector: [1.499111194453343, -0.27259526407296547] User Vector: [2.0148035816992738, 0.4287595277626995] Predicted: 2.9035367872557987 Movie Vector: [1.5125592844425333, 0.0020420519818341934] User Vector: [2.127407947929311, -0.4715667467759904] Predicted: 3.2168676796274953 Movie Vector: [1.3836835223026902, -0.5999279688625393] User Vector: [1.714300722487751, -0.5735289974272537] Predicted: 2.716125748488199 Movie Vector: [0.8593553598352057, -1.116688721732499] User Vector: [1.3879393013902632, -0.4355587911404186] Predicted: 1.6791166674936004 Movie Vector: [1.9409914195787172, -0.147016166728704] User Vector: [1.8506764015510206, -1.1234232246703515] Predicted: 3.757308391932382 Movie Vector: [2.060365925828081, 1.0473889091346396] User Vector: [1.9430434546964128, -0.6379129146836314] Predicted: 3.3352376146263802 Movie Vector: [1.5511947754131037, -0.3065307181686956] User Vector: [1.7486734717061752, 0.5701118889229325] Predicted: 2.5377763464660545 Movie Vector: [0.33643212425848473, -0.41978475299403367] User Vector: [2.0729562906729124, -0.9198695497933498] Predicted: 1.0835563001128112 Movie Vector: [2.127296604267284, 0.18431692916437512] User Vector: [1.8559960228362806, -0.1326638460012632] Predicted: 3.923801844207116 Movie Vector: [1.5147238776463228, 0.46369968924258664] User Vector: [1.8660408233710348, -0.28236405354433614] Predicted: 2.695604467941125 Movie Vector: [1.8794892488493333, -0.06387678080015542] User Vector: [1.7845295924688136, -1.1184130787137494] Predicted: 3.4254448103716424 Movie Vector: [1.6842773379219302, -0.8856493326042747] User Vector: [2.416143663786681, -0.17094195786826227] Predicted: 4.220850648979665 Movie Vector: [1.2340074079881698, -0.9318292901138174] User Vector: [1.2727922485215952, 0.1389036058982228] Predicted: 1.4412006150271777 Movie Vector: [1.1004591045046903, 0.24777706209089606] User Vector: [1.931163490222702, -0.3591226783309377] Predicted: 2.036184082935573 Movie Vector: [1.6588670159706642, 0.11110957151840377] User Vector: [1.6923361864885242, -0.2889839688662371] Predicted: 2.7752517947429762 Movie Vector: [1.873880429752558, 0.06186305110497838] User Vector: [1.8901246920572579, -0.14277929777755236] Predicted: 3.53303490724303 Movie Vector: [1.384706489799864, -0.25683797567380773] User Vector: [1.6588339730019719, -0.5904268831569731] Predicted: 2.4486422133697556 Movie Vector: [1.1692731321933545, -0.13791635259942095] User Vector: [2.2673870282892707, -0.7020435800054475] Predicted: 2.7480180223825688 Movie Vector: [0.4414312121486812, 0.08745338860136524] User Vector: [1.3888918244792738, -1.2186433580606357] Predicted: 0.5065257104643297 Movie Vector: [2.044140761570801, -0.052969686958640926] User Vector: [2.0089691217890877, 0.06796647332693366] Predicted: 4.103015507770359 Movie Vector: [1.2558956701447164, -0.48751354781283457] User Vector: [2.5192190607436857, -0.2904998433135787] Predicted: 3.3054989197869094 Movie Vector: [2.045911474718056, -0.3484049773759631] User Vector: [2.377229758566323, -0.4031813694336005] Predicted: 5.004072036987997 Movie Vector: [1.7709547390285798, -0.18568310117321218] User Vector: [2.08434530242505, -0.6202250795683212] Predicted: 3.8064465073012483 Movie Vector: [2.018598078752684, 0.0818283979707052] User Vector: [1.5807661274993787, -0.6595060800591779] Predicted: 3.136965141944384 Movie Vector: [1.4612321898812075, 0.7888330436530342] User Vector: [1.1221137948614683, 1.2249707585626934] Predicted: 2.605966209624311 Movie Vector: [2.203317903618002, 0.03642890763766465] User Vector: [1.848177290093912, -0.04785018222463754] Predicted: 4.070378982455411 Movie Vector: [1.3357571827356634, -0.5062890632537814] User Vector: [2.551199381912431, -0.1363726089033192] Predicted: 3.47682685939545 Movie Vector: [1.885813298823768, 0.4935178659060273] User Vector: [-0.9220285085120332, 0.21779814281673293] Predicted: -1.6312863486054259 Movie Vector: [1.8174840330986601, -0.6882981944062241] User Vector: [0.5617915692667365, -1.055082802677936] Predicted: 1.747258795104015 Movie Vector: [1.33238057114241, -0.28433475954525184] User Vector: [1.8632903463494142, -0.13203183854749523] Predicted: 2.520153096938891 Movie Vector: [1.7968277321675554, -0.3357785336261645] User Vector: [1.9279907439922017, -0.15575035981889226] Predicted: 3.516564863599281 Movie Vector: [2.123216860574411, 0.6511434542183818] User Vector: [2.280645637319396, -0.7036074395927678] Predicted: 4.384155891521829 Movie Vector: [0.5697561247929419, -0.7216330708285834] User Vector: [0.6400552562866899, 0.35624847298563395] Predicted: 0.10759472293664102 Movie Vector: [1.2566613379455678, -1.3924648073935064] User Vector: [1.7791268998907255, -0.38816363792920977] Predicted: 2.7762641957178893 Movie Vector: [2.185982100746877, -0.6539515180939516] User Vector: [1.8099017836471676, -0.1328667909492886] Predicted: 4.043301342808114 Movie Vector: [-0.6619548797607422, -0.1948070526123047] User Vector: [2.172433378498591, 0.10012217177522216] Predicted: -1.4575573810369316 Movie Vector: [1.427128417241563, -0.16213964394070252] User Vector: [1.8044360541367017, -0.3705525363287504] Predicted: 2.63524322625539 Movie Vector: [2.00419620423167, 0.16582521487505475] User Vector: [2.0505988715350347, -0.04283793165608832] Predicted: 4.102698865510589
avg loss: 10.224301738955976: 66%|█████████████████████████████▌ | 46041/70000 [01:14<00:36, 651.25it/s]
Movie Vector: [2.119136059235021, 0.24638745469317141] User Vector: [1.85929475830683, -0.0804766565596291] Predicted: 3.920270128502723 Movie Vector: [1.3974572255842757, -0.5322559703378683] User Vector: [1.6537939358160003, 0.10291376662240717] Predicted: 2.256329818518793 Movie Vector: [2.094127981467265, 0.2561339027091589] User Vector: [1.671114535576242, -0.14862845303988353] Predicted: 3.4614589234561515 Movie Vector: [1.3786794370099709, -1.4721575940940383] User Vector: [1.9036137930592951, 0.285570206820507] Predicted: 2.2040688438815894 Movie Vector: [0.4176682939272316, 0.6758712204908631] User Vector: [1.6724252098478884, -0.10340545226785522] Predicted: 0.6286302148883749 Movie Vector: [1.347915737301691, -0.015809596419733535] User Vector: [1.0746677843112227, -1.6090549849065285] Predicted: 1.4740001287727689 Movie Vector: [2.1824553977556547, -0.6536926191231297] User Vector: [1.7146605044686534, -0.20499837747944435] Predicted: 3.876175999586576 Movie Vector: [1.6936552868214119, 0.538908716357071] User Vector: [1.7880747520513025, -1.095457069039163] Predicted: 2.438030894143399 Movie Vector: [1.5617046064564064, -1.7831447855771225] User Vector: [1.898899392256263, -0.7406706966681895] Predicted: 4.286243018677533 Movie Vector: [2.223946967744042, -0.4271992911623174] User Vector: [1.5925275876508438, -0.21264692223533982] Predicted: 3.6325395140516137 Movie Vector: [2.2691693459923834, -0.6640598134727042] User Vector: [1.6180844827168208, 0.12142539499644071] Predicted: 3.591073982254766 Movie Vector: [1.7121169743435392, -0.29734422394517157] User Vector: [1.745687773386498, -1.0339050496293882] Predicted: 3.296247363334045 Movie Vector: [1.279953137766298, -0.08399058243134108] User Vector: [2.1951969916739307, -0.24186362786585364] Predicted: 2.830063544481596 Movie Vector: [1.9286955216165453, -0.3281808281533329] User Vector: [1.6947452502736324, -0.06394715645768224] Predicted: 3.2896338052479988 Movie Vector: [1.5985233048240761, -0.25143990685422357] User Vector: [1.734284517808906, 0.0222877009314756] Predicted: 2.7666902014669166 Movie Vector: [2.077599544455883, -0.7047794579078278] User Vector: [1.6831671331631224, -0.7351974790457435] Predicted: 4.015099349839878 Movie Vector: [1.7038714169861924, -0.7735561011729842] User Vector: [1.5489867976500775, 0.1262434882258912] Predicted: 2.5416179092544438 Movie Vector: [2.258558069703206, 0.03087219656603927] User Vector: [1.7074720499375804, -0.6738479135187015] Predicted: 3.8356216119374333 Movie Vector: [-0.31827898240228797, 0.2607563131720415] User Vector: [1.829017335984544, 0.05890483220895509] Predicted: -0.5667779696184795 Movie Vector: [2.21390843573666, 0.44184182420135554] User Vector: [1.469252417025151, -1.0455190411313608] Predicted: 2.790836279907727 Movie Vector: [1.0832883502196191, -1.5614694210775184] User Vector: [1.5934462531180935, 0.656648932160675] Predicted: 0.7008245347518334 Movie Vector: [2.244298674650788, -1.2975024776503694] User Vector: [2.2811502549841416, -0.5531530137662825] Predicted: 5.837299899821735 Movie Vector: [1.2072690229196648, 0.010322034612077403] User Vector: [1.7296214718464233, -0.817756471396123] Predicted: 2.079677513734903 Movie Vector: [2.415449164291975, -0.4531668576002195] User Vector: [1.993043795454034, 0.0041788974505814185] Predicted: 4.812202232300839 Movie Vector: [1.6843176161795013, -0.48485418975119077] User Vector: [1.8449632182168452, -0.14515147627289102] Predicted: 3.1778813510653396 Movie Vector: [1.9316278649984722, -0.6560147664597042] User Vector: [1.4693685958610172, -0.8961031950558188] Predicted: 3.426130251947157 Movie Vector: [1.9369569160853282, -0.5576861956585527] User Vector: [2.013521330772627, -0.2832450142409446] Predicted: 4.058065901756659 Movie Vector: [0.7816678181756216, -0.3475798680700163] User Vector: [1.1327412336199791, -0.06722169067494371] Predicted: 0.9087922750175315 Movie Vector: [2.122190030999923, -0.3533520573924952] User Vector: [1.927439581943451, -0.5299320532199719] Predicted: 4.277645647438558 Movie Vector: [1.9160632801334943, -0.4389936984761196] User Vector: [2.0503969185410655, -0.8455859529893816] Predicted: 4.2998971501976655 Movie Vector: [1.7723888816917, 0.8457164726149341] User Vector: [2.1473870819502223, -0.23872633944083216] Predicted: 3.6041101910247813 Movie Vector: [1.833745706054837, -0.04363999767460913] User Vector: [1.7166841525761551, -0.10126704754092802] Predicted: 3.1523814871581117 Movie Vector: [1.53724500521721, -1.7736042538544092] User Vector: [1.8589074434559494, 0.5123502941075759] Predicted: 1.948889521520997 Movie Vector: [1.9843545158891578, 0.5892534644591244] User Vector: [2.376854862342358, -0.40311752712564003] Predicted: 4.478984280259183 Movie Vector: [1.2507571050515647, -0.4825770728684808] User Vector: [1.8192449409137055, -0.7008460027714892] Predicted: 2.613645748225972 Movie Vector: [2.2938539380612712, 0.3849526580072789] User Vector: [1.9403485685130129, -0.04632625370626018] Predicted: 4.433042790595381 Movie Vector: [1.975433153546766, -0.521082455158615] User Vector: [2.134171905748249, 0.18217452544649887] Predicted: 4.120985988996158 Movie Vector: [1.7221397434348906, 0.20533289671972343] User Vector: [1.856938020504908, -0.024359962642510717] Predicted: 3.192904864513445 Movie Vector: [1.3699307752320584, -0.5845542193033589] User Vector: [0.3739237616712043, -1.0051258268801997] Predicted: 1.0998002117375185 Movie Vector: [1.958948009820302, -0.2370080106625262] User Vector: [1.9482034911861674, -0.21514523218908035] Predicted: 3.8674204952687683 Movie Vector: [1.5751207971440944, -0.6073253016723423] User Vector: [2.1954155918913725, -0.48794074584315084] Predicted: 3.7543835178299316 Movie Vector: [1.5451104632087693, -0.7217291792563577] User Vector: [1.5394571690181496, -0.405084684990805] Predicted: 2.6709928167394272 Movie Vector: [2.2711882873485845, 0.025887725043980507] User Vector: [1.5786756641284962, 0.08191926422725553] Predicted: 3.587590381279009 Movie Vector: [2.05824030035265, -0.24797311928583593] User Vector: [1.6979838341911213, -0.49040153795561203] Predicted: 3.616465155948902 Movie Vector: [1.819336575296397, 0.4619105619186583] User Vector: [1.9196199310932556, -0.2108990095684468] Predicted: 3.3950182712880594 Movie Vector: [2.0838365087027797, -0.9015168668350825] User Vector: [1.6293021561579237, -0.21971097089606884] Predicted: 3.593272462801557 Movie Vector: [0.5871172945507586, -0.9216589682120863] User Vector: [1.9702155060808657, -0.37845732638403823] Predicted: 1.505556186559569 Movie Vector: [0.007099200558425556, -0.9297350222628238] User Vector: [1.0878343100082182, -0.4345021323246906] Predicted: 0.41169460361122545 Movie Vector: [1.9398184409667893, -0.17613206962980343] User Vector: [1.2784025977319102, 0.30579957188740775] Predicted: 2.4260078225717705 Movie Vector: [2.158348365051843, -1.2766605043148025] User Vector: [1.9138400596791367, 0.3850687329598032] Predicted: 3.639131520962862 Movie Vector: [1.6730237749686396, 0.1467643141810326] User Vector: [1.942889782892553, -0.298217392897529] Predicted: 3.2067331277774387 Movie Vector: [2.1687268243305375, 0.3879400956822861] User Vector: [1.7814557538251155, -0.8187997091120257] Predicted: 3.5458456421809594 Movie Vector: [1.70882210932799, -1.726314336294096] User Vector: [0.22672883187840043, -0.9201606887335047] Predicted: 1.975925829390818 Movie Vector: [2.4582094624707387, -0.20097700306031135] User Vector: [0.6251216742902682, -0.8659016706194105] Predicted: 1.7107063376418943 Movie Vector: [2.1171604518161566, 0.018385571491492662] User Vector: [1.8319887005747946, -0.24634137945796256] Predicted: 3.8740848979876885 Movie Vector: [2.123571464526297, -0.11286545437136766] User Vector: [2.0697260237628585, -1.1492027852124709] Predicted: 4.52491641796813 Movie Vector: [2.059226344992872, 0.09226260344098386] User Vector: [1.9673853768178775, -0.22731258096724336] Predicted: 4.030319348182175 Movie Vector: [1.9207524197010557, -0.19450098125744808] User Vector: [1.6976378520379722, -0.20758814786472973] Predicted: 3.3011181105351444 Movie Vector: [1.6722966122663565, 0.027455039290670558] User Vector: [1.582046124275798, -0.21496260757833935] Predicted: 2.6397485672384478 Movie Vector: [0.9195252206676561, -0.6378131833831212] User Vector: [2.0007951136745232, 0.34864667196856886] Predicted: 1.6174101246881303 Movie Vector: [1.5485659123101887, 0.2665015961509597] User Vector: [1.9929274815832698, -0.9652678575954766] Predicted: 2.8289341389236315 Movie Vector: [2.3508204855341392, 0.5868155810496098] User Vector: [1.8150655396154944, -0.49057589821240966] Predicted: 3.9790156723567316 Movie Vector: [1.762938247536568, -0.01506841269575882] User Vector: [1.3824499098160297, -0.2953958484825886] Predicted: 2.4416249678717072 Movie Vector: [-0.1697432241660093, -0.16389064763736788] User Vector: [0.8778176393864184, 0.23759316367675654] Predicted: -0.1879428938084407 Movie Vector: [1.8070531731256123, -0.3706133606316606] User Vector: [1.8441449928479907, -0.8141069881311143] Predicted: 3.6341869878146627 Movie Vector: [2.042138655058205, 0.24972016653148338] User Vector: [1.9699968709436666, 0.21402519504852946] Predicted: 4.076453167847224 Movie Vector: [1.4678500163783001, 0.8241798733337402] User Vector: [1.8056422654329096, -0.13159252690036932] Predicted: 2.541956116736634 Movie Vector: [1.7737442208343959, 0.05876258314929932] User Vector: [1.5183168314963007, 0.4360889946265274] Predicted: 2.71873142106939 Movie Vector: [1.6985613926289769, -0.16725056142774877] User Vector: [1.0698870209132498, 0.9860144386511626] Predicted: 1.6523573197578034 Movie Vector: [1.8295154706685146, -0.741421716105954] User Vector: [1.5747690079993915, 0.9830170609580391] Predicted: 2.152234066567256 Movie Vector: [2.371971347126827, 0.1160804911345936] User Vector: [1.5764614047747592, -0.8643186574065322] Predicted: 3.638990747728493 Movie Vector: [1.89566504897031, 0.34886926250614125] User Vector: [1.8483288661802728, -0.46484404477467] Predicted: 3.3416426315399534 Movie Vector: [1.5416794747857885, -0.974579218375406] User Vector: [1.0177766119555682, 0.8994195243382362] Predicted: 0.692529735547782 Movie Vector: [2.0100766122843274, 0.3860665241058754] User Vector: [1.819185066367089, -0.47020753235544005] Predicted: 3.475169967696532 Movie Vector: [1.599827616005897, 0.12119116184160121] User Vector: [2.1442294117044853, 0.24597825858846958] Predicted: 3.4602078188430245 Movie Vector: [-0.052935790322092335, 0.4235474509965093] User Vector: [2.157280275558077, -0.1505925516844702] Predicted: -0.17798042773794537 Movie Vector: [2.1278725502503977, -0.5866115379020156] User Vector: [1.622715669082432, 0.46308842559039126] Predicted: 3.1812791155815128 Movie Vector: [1.2301278613744364, -1.0764396122896773] User Vector: [2.1965884574886596, -0.5042650725113026] Predicted: 3.2448955606755896 Movie Vector: [1.8744347288479262, -0.7952554770938618] User Vector: [2.099227733968467, 0.07857844382407829] Predicted: 3.8723754304786193 Movie Vector: [1.9728391300483814, -0.16823337433421112] User Vector: [1.5134535973139924, -0.39401130230515713] Predicted: 3.0520863292061438 Movie Vector: [2.048983248650613, -0.5280024900698675] User Vector: [0.5550363387737014, -0.6319465183551242] Predicted: 1.47092949582217 Movie Vector: [1.3484887229097675, -0.2129501680969092] User Vector: [1.1064604544368921, -0.44104595509305683] Predicted: 1.5859702554292938 Movie Vector: [1.8263920043453648, -0.1530229967263697] User Vector: [1.4890023597138304, 0.5451752992563369] Predicted: 2.6360776461993205 Movie Vector: [1.0541613109247607, -0.2936974378674636] User Vector: [0.003565943886417622, 0.8227936020004691] Predicted: -0.23789329271928922 Movie Vector: [1.6199105287390727, 0.3867886590976869] User Vector: [1.9536961623127616, 0.1066952135114561] Predicted: 3.2060814818538006 Movie Vector: [0.6130716544820154, 0.5759937687908394] User Vector: [2.176471060554029, -0.6274034562583701] Predicted: 0.9729522327034283 Movie Vector: [1.9579795464928147, 0.44667855435542225] User Vector: [2.038170100172443, -0.7504248916998154] Predicted: 3.6554966626340564 Movie Vector: [1.6850999988818103, -0.4740280820091985] User Vector: [1.5590299831634666, 0.10357499897954739] Predicted: 2.578023964775087 Movie Vector: [1.2448898858642556, -0.3657743935737005] User Vector: [1.7482876773464198, -0.016462319904844328] Predicted: 2.18244714218968 Movie Vector: [2.108082888045455, 0.10034065068490741] User Vector: [1.5070045235915426, -0.2606505054219114] Predicted: 3.1507366070750393 Movie Vector: [2.285299848476434, 0.3343603432489064] User Vector: [1.1990783554462585, -0.9649382097508229] Predicted: 2.417616512986436 Movie Vector: [1.2574369175261944, -0.8423020318197114] User Vector: [1.5398515228264982, -0.17035134327080476] Predicted: 2.079753434871184 Movie Vector: [2.1346263534130436, 0.25253198898942736] User Vector: [1.3522749085185113, -0.7035408502667532] Predicted: 2.708935086529651 Movie Vector: [2.043787940068392, -1.0777763304149846] User Vector: [1.4217583053095253, -0.36458073037239125] Predicted: 3.2987089598044532 Movie Vector: [2.0090887035604834, 0.4978245873225733] User Vector: [2.0536122431023216, -0.6732961302761997] Predicted: 3.7907057909097452 Movie Vector: [1.7309591943324987, 0.49341893823760785] User Vector: [1.9804148925520126, -0.7636007252740737] Predicted: 3.051242307753713 Movie Vector: [2.08379130496217, 0.6633067266640986] User Vector: [2.4062021747082674, 0.5614608924647321] Predicted: 5.386443956368836 Movie Vector: [2.123099745036204, -0.006328869051640975] User Vector: [1.9568585709585344, -0.3574895586865404] Predicted: 4.156868437678232 Movie Vector: [0.3873318353665675, 0.19732320782053586] User Vector: [1.088341716443283, -0.5009537742129162] Predicted: 0.3226995888384801 Movie Vector: [1.6539254731651374, -0.9655317219004893] User Vector: [1.8291246932302363, -0.04531752305265924] Predicted: 3.0689914297941545 Movie Vector: [1.896203134031981, -0.15719209965929995] User Vector: [1.7670793182074493, -0.9104898699255708] Predicted: 3.493863155640185 Movie Vector: [2.255927669966397, 0.14442078379370646] User Vector: [-0.26188330250189057, -0.5059115287993007] Predicted: -0.6638539279356623 Movie Vector: [2.3152327522248553, 0.5304305521836644] User Vector: [2.11212977818292, -1.1999871130071558] Predicted: 4.253562212432848 Movie Vector: [2.0687365592851585, -0.5043929406275521] User Vector: [2.1258323553034666, -0.5261134801039689] Predicted: 4.663155037660994 Movie Vector: [1.9663427061194678, -0.25751536848195367] User Vector: [1.8289111629907564, -0.470072977398764] Predicted: 3.7173171414755988 Movie Vector: [2.4435457488259718, -0.0017908110278614475] User Vector: [2.1762714151888174, -0.22065962363526767] Predicted: 5.318213924563526 Movie Vector: [2.4117988562964845, -0.12583777093554988] User Vector: [1.4813336450522319, 0.0778971662062495] Predicted: 3.562876385172885 Movie Vector: [1.3260993596981443, 0.6844797598319501] User Vector: [1.5897164162296062, -1.0214773814583957] Predicted: 1.4089413289292976 Movie Vector: [1.6220067635523125, -0.7213356831483986] User Vector: [1.3038225646502015, 0.11547185235853596] Predicted: 2.0315150508292934 Movie Vector: [1.320174079070278, -1.0289332697811606] User Vector: [2.124175311236328, 0.27598581618902135] Predicted: 2.5203101970306485 Movie Vector: [1.9695730433641307, -0.6791558596246257] User Vector: [1.6613504364071292, -0.09328195522372054] Predicted: 3.3355040216161482 Movie Vector: [2.310403766680749, 0.029268864612261553] User Vector: [1.5162208966313597, 1.2256307292195388] Predicted: 3.5389552905753106 Movie Vector: [0.1213274100973844, -0.03769080375986839] User Vector: [1.9472652905599794, -0.7092547940376114] Predicted: 0.2629890377339905 Movie Vector: [2.1155420073811855, -0.32447297823081683] User Vector: [1.828204988323646, -1.4012228759254293] Predicted: 4.3223034106191776 Movie Vector: [1.7878214987928005, -0.8221509960590884] User Vector: [1.7333406636187918, -1.0243467553697347] Predicted: 3.9410714083865788 Movie Vector: [1.5765864666108644, -0.10360551226401443] User Vector: [1.580122165545924, -0.5679298568719156] Predicted: 2.550039885542799 Movie Vector: [0.7848644256591797, -1.1341381072998047] User Vector: [1.4185588019466917, -1.2127659356272347] Predicted: 2.488820402183613 Movie Vector: [2.2922404310472744, -0.43810766381023825] User Vector: [1.7715367656972165, -0.09068009221626656] Predicted: 4.100515842772848 Movie Vector: [0.642438672256764, -0.7626504639554875] User Vector: [1.8511191219561562, -0.4535144754945238] Predicted: 1.535103536045048 Movie Vector: [1.9455047490755555, -1.202255327469941] User Vector: [1.869932697833945, -0.3651284128078038] Predicted: 4.0769405235964316 Movie Vector: [1.959268186592666, -0.6469278412272486] User Vector: [1.9168782115947245, -0.13878950691000894] Predicted: 3.845465293640475 Movie Vector: [1.0480032449713998, 1.2205972059280084] User Vector: [1.906127350557531, -0.028819761200505396] Predicted: 1.96245032871618 Movie Vector: [1.433379157519417, -0.38127087967258516] User Vector: [1.8920605874336807, -0.13817151046851386] Predicted: 2.764720984133403 Movie Vector: [1.9663057687551788, 0.250936904059198] User Vector: [1.999493102856259, 0.06821202479086533] Predicted: 3.9487317370530834 Movie Vector: [2.125745906824434, 0.247806683607046] User Vector: [1.9193369435027394, -0.07600128489988901] Predicted: 4.061189025106953 Movie Vector: [2.1945221832650486, 0.39395589926459745] User Vector: [2.019447263909092, -0.29977434800059377] Predicted: 4.313623945739377 Movie Vector: [1.8137777365733314, -0.3019921614170702] User Vector: [1.8324077556859213, -0.14472650787927793] Predicted: 3.367286662516236 Movie Vector: [1.6906267507984032, -0.6275619158075232] User Vector: [2.5307936803246314, -0.5749666474008476] Predicted: 4.639454667476669 Movie Vector: [1.9656560700834664, 0.21371507670747572] User Vector: [1.6591615502859236, -0.6563281458669374] Predicted: 3.1210737525293926 Movie Vector: [1.8754956615188862, -0.8147672127068005] User Vector: [1.7851190065178455, -1.601056119739091] Predicted: 4.652470984086108 Movie Vector: [1.8629578036982126, 0.09612146211244468] User Vector: [1.7571935899583602, -0.20157375480396683] Predicted: 3.2542019469861514 Movie Vector: [1.618834319604745, -0.24716398105336904] User Vector: [2.3929731566234262, -0.6211402573581396] Predicted: 4.027350570636055 Movie Vector: [1.9364504117752765, -0.17792956079065675] User Vector: [1.1109498729914902, -0.651016920256049] Predicted: 2.267134493704507 Movie Vector: [2.4538474997809696, 0.3328909322631794] User Vector: [2.32368820245695, -0.128021951305841] Predicted: 5.65935913914917 Movie Vector: [1.5516785855372586, 0.44539041800456125] User Vector: [1.8250318134809866, -0.23805697292131014] Predicted: 2.7258344882243524 Movie Vector: [1.2823863908588826, -0.49476194035391263] User Vector: [1.4862563629788608, -0.39859330014586014] Predicted: 2.103163727803746 Movie Vector: [1.6015615443051958, -0.9216608256251059] User Vector: [-0.11072821010906349, 0.26112025635860525] Predicted: -0.4180023542433333 Movie Vector: [1.979134419303087, -0.6320726899089162] User Vector: [1.8503855786718033, 0.04294267778197705] Predicted: 3.63501889387388 Movie Vector: [1.3586055145962868, -0.849570255807335] User Vector: [1.4121553399162974, -0.8263433843124005] Predicted: 2.620598792671861 Movie Vector: [2.07942442060749, 0.8320668390849715] User Vector: [2.0806789853238135, -0.269395920991987] Predicted: 4.102459281084964 Movie Vector: [0.9937057057687665, -0.9743647646454456] User Vector: [2.259981933784196, -0.5489432269275929] Predicted: 2.7806278806447016 Movie Vector: [1.9631613872042077, -0.3631457636016924] User Vector: [0.992648537737756, -0.11149460313873527] Predicted: 1.989218073145765 Movie Vector: [2.270322859871646, 0.25637799190455646] User Vector: [1.7350555890867556, 0.04050434848240616] Predicted: 3.9495207905790486 Movie Vector: [1.7580514818242758, -1.404272632791094] User Vector: [2.030175587182031, -0.630889609117059] Predicted: 4.455094211804195 Movie Vector: [-1.643362045288086, 1.4055156707763672] User Vector: [1.43661310261189, -1.2388546073973334] Predicted: -4.102105011106395 Movie Vector: [2.1825503847000673, -0.443209748964259] User Vector: [1.8409905305600016, -0.7092360594475023] Predicted: 4.332394926567041 Movie Vector: [2.4612613953367504, 0.5814616706384617] User Vector: [1.3736089961821294, -0.6703637059559349] Predicted: 2.991019994189813 Movie Vector: [1.9239807554525168, 0.1757042911581684] User Vector: [1.93459877152254, -0.7027626456803033] Predicted: 3.5986523934197505 Movie Vector:
avg loss: 10.209134233077837: 66%|█████████████████████████████▋ | 46119/70000 [01:14<00:34, 687.11it/s]
[1.9566164289109145, 0.2172909617254603] User Vector: [1.7351416629818421, -0.33745031432886957] Predicted: 3.321681780942998 Movie Vector: [1.4217131678228851, -0.1263033929091539] User Vector: [1.8549830732077788, -0.5340410132778854] Predicted: 2.7047050531977015 Movie Vector: [1.6270960117723123, -0.5823041736441337] User Vector: [1.988475802133324, -0.3053342781614538] Predicted: 3.4132384716869146 Movie Vector: [1.8997703694268264, -0.3759369994216932] User Vector: [1.896703336800703, -0.8444988081614644] Predicted: 3.9207791468023827 Movie Vector: [1.613036915143338, 0.5600123881069801] User Vector: [1.6042626506525617, -0.26779256777005966] Predicted: 2.437767721694071 Movie Vector: [1.6974788191533314, -1.095380103999474] User Vector: [0.926778666279203, 1.3274817387995372] Predicted: 0.11909007094848123 Movie Vector: [2.2599612609343107, -0.0705291168584318] User Vector: [1.5668686888851178, 0.3495874208731713] Predicted: 3.5164064457922994 Movie Vector: [1.5351767942126797, -0.4140373954606059] User Vector: [2.2001871443931633, -0.7220633857871397] Predicted: 3.6766374906062205 Movie Vector: [1.8279874710152069, 0.035451224010307224] User Vector: [2.011575556264599, -0.42004482945963567] Predicted: 3.6622438105085875 Movie Vector: [1.681697077704494, -0.5770135203634703] User Vector: [2.0171983354578065, -0.5609067840538601] Predicted: 3.7159673439524337 Movie Vector: [1.48518104626404, -0.6379563876966702] User Vector: [1.8358975529026647, -0.11460455216435103] Predicted: 2.7997529545659345 Movie Vector: [2.1371275553867037, -0.62836076188639] User Vector: [1.7589393379330436, -0.8197878477022046] Predicted: 4.274200243917713 Movie Vector: [-2.127048604734523, 0.5029095395199403] User Vector: [0.9114032608512743, -0.7896592124099102] Predicted: -2.3357261852349445 Movie Vector: [-1.2758009212745187, 1.3291025684873792] User Vector: [1.8600421200320962, 0.30513791691517617] Predicted: -1.967483861231508 Movie Vector: [1.2457198384041552, -0.3863775869521416] User Vector: [2.3699650896821223, 0.549926003056516] Predicted: 2.7398334464790897 Movie Vector: [1.9131663669481438, -1.1631075877661166] User Vector: [1.7241786660055385, -0.6736195510328651] Predicted: 4.082132645485244 Movie Vector: [0.9254307855067455, 0.7024302212315738] User Vector: [1.6484520292395004, -0.657492533750846] Predicted: 1.0636856303485849 Movie Vector: [2.2097843922492832, -1.3784869789315721] User Vector: [1.9231121681586905, -0.31957480254882237] Predicted: 4.690192957849932 Movie Vector: [1.5044920581461743, -0.07724586107462612] User Vector: [2.149709974807407, -0.09002140375763604] Predicted: 3.241175365263761 Movie Vector: [2.1324211306257994, 0.34657965457087153] User Vector: [1.8073341521611148, 0.036977302357512544] Predicted: 3.8668131168480544 Movie Vector: [1.8671184004005255, 0.412822476665501] User Vector: [1.8862227307351676, -0.1479450471598948] Predicted: 3.460726127030415 Movie Vector: [2.546842399257711, -0.1488310262257588] User Vector: [1.6208253594318016, 0.0823996998339279] Predicted: 4.115723115306054 Movie Vector: [0.6550171431007119, -1.089801724444257] User Vector: [2.1817434943459935, -0.6641828837112618] Predicted: 2.1529070426599697 Movie Vector: [0.8372903374795747, -0.3508807453368059] User Vector: [2.326273816844487, 0.2264414428784678] Predicted: 1.8683126469232805 Movie Vector: [2.0095254291899427, -0.6313673929372564] User Vector: [1.994013555149349, -1.3327059379434951] Predicted: 4.8484480188134444 Movie Vector: [1.6028808634083382, 0.010050457460471809] User Vector: [1.1001470169540204, -0.49493965517243105] Predicted: 1.7584302304615569 Movie Vector: [1.7982648558171435, 0.30698674064462944] User Vector: [1.7388452570518402, -0.041728372564481475] Predicted: 3.114094258374676 Movie Vector: [2.1207847315982424, -0.2453805377582599] User Vector: [1.4638840701195812, 0.009353019745023172] Predicted: 3.102287935724801 Movie Vector: [2.1634616556618425, 0.8211861176979748] User Vector: [1.7695665578858386, 0.11986533485223842] Predicted: 3.9268211441014014 Movie Vector: [-0.9074772821797514, -0.661636321473844] User Vector: [2.341666351466639, -0.2529888947654514] Predicted: -1.9576223746943735 Movie Vector: [0.7639469758370091, 0.1527357249854756] User Vector: [1.6774652196123763, -0.5704124410493797] Predicted: 1.1943721238702274 Movie Vector: [1.3177363949877863, -0.1880588875867908] User Vector: [1.55111528182941, -0.23663318588132234] Predicted: 2.088462033391311 Movie Vector: [1.5248523173071398, -0.3398332364356682] User Vector: [2.2830383974688857, 0.22752508469412575] Predicted: 3.403975804979705 Movie Vector: [1.7044893180260399, 0.5636863781736002] User Vector: [1.861087659573815, -0.4977833347845513] Predicted: 2.89161035055377 Movie Vector: [1.1893733700418743, -0.34425775902879] User Vector: [1.073340302523096, -0.4289566563658411] Predicted: 1.424274030054647 Movie Vector: [-0.18897983278661468, -1.2158319188133007] User Vector: [1.8492374124912243, -0.3017080819041683] Predicted: 0.01735773914768185 Movie Vector: [1.7074798367492605, -0.5841827333286166] User Vector: [1.6929775728030487, -0.006330737068322144] Predicted: 2.8944233769144665 Movie Vector: [1.80716149051962, -0.16573387230137587] User Vector: [1.983069412479488, -0.18490726002507973] Predicted: 3.6143720714808927 Movie Vector: [2.2980942740063846, -0.09955709796428797] User Vector: [1.4899337458434965, 0.8261484227604304] Predicted: 3.341759270514021 Movie Vector: [1.2556213388442805, -0.7893075567146275] User Vector: [2.0878567584109216, -0.5709993390204715] Predicted: 3.0722515914789166 Movie Vector: [1.4827205010230466, -0.03730234314884878] User Vector: [2.3909807347151375, -0.6208360539416277] Predicted: 3.5683147924365883 Movie Vector: [1.7297518004129282, 0.2703263684119223] User Vector: [2.0584881981269514, -0.08590612209862869] Predicted: 3.5374509768275852 Movie Vector: [1.771605767446348, -0.897000535423414] User Vector: [1.4541221889655476, 0.010482495835368205] Predicted: 2.5667284521661733 Movie Vector: [2.2999209269882432, 0.10729504095552778] User Vector: [1.7332850744585855, -0.2742586701999361] Predicted: 3.9569920199321653 Movie Vector: [1.8511410894354396, -0.3260448462910487] User Vector: [2.1268662204066526, -0.6861311466613995] Predicted: 4.160838976575724 Movie Vector: [2.285479007503069, 1.0037408653079412] User Vector: [1.970768409113749, -0.4973953661949015] Predicted: 4.004893772415062 Movie Vector: [2.1660215674046595, 0.39818663788791026] User Vector: [2.2196165499029457, -0.6165248667550496] Predicted: 4.562245354590616 Movie Vector: [2.097650559675468, -0.3782516307249274] User Vector: [1.8124806815033252, 0.8717348889738966] Predicted: 3.472215972642234 Movie Vector: [1.280240674097409, 0.7509088711748696] User Vector: [2.0690944154841056, -0.17196949072755666] Predicted: 2.519805413091809 Movie Vector: [2.1621134286901085, -0.6359988298716859] User Vector: [1.7748041413754625, -1.3363899303826383] Predicted: 4.687270299338367 Movie Vector: [1.8615727754291993, -0.37188196229610626] User Vector: [1.9218801763677575, 0.005804034976887943] Predicted: 3.575561398046845 Movie Vector: [1.5115849935471724, -1.2945696155826645] User Vector: [2.2010840284492925, -0.0926591265618038] Predicted: 3.447079276793648 Movie Vector: [1.72270464353215, -0.3602810538057481] User Vector: [1.7546189973844508, -0.5141755262679568] Predicted: 3.2079379948688636 Movie Vector: [2.300486033641315, 0.027408018207644505] User Vector: [1.7434983134686723, -0.20251545687786124] Predicted: 4.005342972482429 Movie Vector: [1.3611983650423713, -1.4747800132819182] User Vector: [0.39465095105944276, -1.2831986436827745] Predicted: 2.429633942118352 Movie Vector: [1.259794970184268, 0.4020969653448384] User Vector: [1.9764234670834828, -0.7647385019028844] Predicted: 2.182389311888416 Movie Vector: [1.6888449813403787, -0.2835610999251008] User Vector: [2.3289353322694266, -0.5211231201532698] Predicted: 4.08098099291657 Movie Vector: [-0.5774313963039093, -2.138939922233141] User Vector: [2.072134106700857, -0.36173707599818894] Predicted: -0.4227814173568196 Movie Vector: [1.8204121106780922, -0.5423447716483822] User Vector: [0.9165015868161227, -0.3209180989337164] Predicted: 1.842458841179798 Movie Vector: [1.007853393705919, -1.824469278361053] User Vector: [2.147583794896492, -0.49848022534584896] Predicted: 3.073911472968262 Movie Vector: [2.068840902523472, -0.1451694340860467] User Vector: [1.853924474955957, -0.47334876052020397] Predicted: 3.904190555668286 Movie Vector: [1.6201577120044326, -0.721499442706738] User Vector: [0.3791553455354126, -0.34810241556552246] Predicted: 0.8654471559522979 Movie Vector: [1.6743313249963403, -0.5765799872105652] User Vector: [1.301522271498255, 0.11649483424090919] Predicted: 2.1120109193131995 Movie Vector: [-0.10720858535277662, -1.2291731188406885] User Vector: [-0.41986643204483365, -0.4486714224618775] Predicted: 0.5965081378987985 Movie Vector: [1.3314085491670518, -0.7003518507239372] User Vector: [1.5433603185281355, -0.6172940359545542] Predicted: 2.4871661430551644 Movie Vector: [1.933130441196255, -0.013360806618658912] User Vector: [2.0431973620668327, -0.30075550355298986] Predicted: 3.9537853541057495 Movie Vector: [1.269806835401747, -0.7419610237099581] User Vector: [2.0844655995987877, 0.13791924372884862] Predicted: 2.5445379632639824 Movie Vector: [2.0373971810236546, -0.18504036582981684] User Vector: [1.445025438804304, 0.6775209815745995] Predicted: 2.818722025239418 Movie Vector: [2.3752871461531075, 1.0179213711224346] User Vector: [2.018670152016654, -0.17240003594432857] Predicted: 4.61943158343809 Movie Vector: [2.119004867439009, -0.7813715376413476] User Vector: [1.1351184942745485, 0.1489721967727787] Predicted: 2.2889189800296514 Movie Vector: [1.9752626137312155, -0.29456647757418336] User Vector: [2.1130817702332614, 0.5095121942563647] Predicted: 4.023806208155545 Movie Vector: [1.9827623212837786, 0.06494096141631625] User Vector: [1.7433231398750373, -0.3513270801826131] Predicted: 3.433779917207708 Movie Vector: [1.488996549074633, -0.1365201297058234] User Vector: [1.6829916027569685, -0.5746899305908483] Predicted: 2.584425432491605 Movie Vector: [1.109428787683313, -2.3520231215404217] User Vector: [1.5976072504882388, -0.4011874844988402] Predicted: 2.71603371471715 Movie Vector: [2.2312557629202816, 0.0942655095620249] User Vector: [2.100408006080796, -0.17308128976894901] Predicted: 4.670231872075951 Movie Vector: [1.6796866018313743, -0.14066191607632933] User Vector: [1.78244754606099, -0.091645214396843] Predicted: 3.0068442530421424 Movie Vector: [1.9399173168126023, -0.06663065272483688] User Vector: [1.4395419496703967, -1.4002100692501704] Predicted: 2.885889267309806 Movie Vector: [2.234556051189889, -1.0108653692920821] User Vector: [0.49130196290992056, -0.4818737416561766] Predicted: 1.584951251993262 Movie Vector: [0.4399982265150652, 0.16361788914506728] User Vector: [1.6793351675744377, 0.08561616528161228] Predicted: 0.752912831697205 Movie Vector: [2.1140465360129594, -0.24542358930697294] User Vector: [1.5605098642092912, -0.7660110381964299] Predicted: 3.486987651288634 Movie Vector: [2.0721686947751423, -0.40068553523367767] User Vector: [2.1335188726944048, -0.17168243054122562] Predicted: 4.489801684280928 Movie Vector: [1.5298369268737277, -0.157431721073935] User Vector: [1.160283253731907, -0.753990212455731] Predicted: 1.893746144012078 Movie Vector: [1.3991232514239267, -1.1996302356658177] User Vector: [0.7460360219438216, -1.1248578993486844] Predicted: 2.3932098915876305 Movie Vector: [1.8488548049796465, -0.49687878057099427] User Vector: [1.6697106095741598, -0.5541959234689227] Predicted: 3.3624206780873345 Movie Vector: [1.0137534392441894, -1.3076013450539041] User Vector: [1.8072053778184074, -0.684122629177943] Predicted: 2.726620337278897 Movie Vector: [2.0608959326008107, 0.2541638152158273] User Vector: [1.7606958409296283, -0.23694746359399507] Predicted: 3.5683874257662715 Movie Vector: [1.3016943456015313, -0.540791651722177] User Vector: [1.9495842337599647, -0.06721991483739151] Predicted: 2.5741147421327772 Movie Vector: [2.0896584290833924, 0.8161868999926115] User Vector: [1.4976860494119806, 0.3584628295420381] Predicted: 3.422224942880847 Movie Vector: [1.7328744734024548, -0.14602759205288718] User Vector: [2.289479711185085, -0.8737413424647213] Predicted: 4.094971293202639 Movie Vector: [1.9741425954357268, -0.20102956312290762] User Vector: [1.4543744095045323, -1.1150901107197568] Predicted: 3.0953085493152477 Movie Vector: [1.1298437845151073, -2.3571496889258015] User Vector: [1.457869889021431, -0.23105872437607533] Predicted: 2.1918052330292515 Movie Vector: [2.03627171338232, -0.5813549374887583] User Vector: [1.1331204389193368, -1.1389340353385002] Predicted: 2.9694660225448377 Movie Vector: [0.26083646413057043, 0.3145067966983103] User Vector: [-0.24238385762119136, -0.5991419158305948] Predicted: -0.2516567530998082 Movie Vector: [1.6396050900353378, -1.1827146567498668] User Vector: [2.0725343215064953, -0.6686074991290785] Predicted: 4.1889097116478204 Movie Vector: [2.4663474307066076, -0.21224949700940848] User Vector: [0.3654399291613845, -0.34792943218510847] Predicted: 0.9751496773408438 Movie Vector: [1.9711776173694426, 0.3961208065140754] User Vector: [2.073111656815892, -0.45244807082717725] Predicted: 3.9072472015013684 Movie Vector: [2.109862958167667, 0.4137853587924284] User Vector: [1.7924249803252241, -0.07115066711376389] Predicted: 3.7523299669626105 Movie Vector: [2.037965455645633, -0.14476802477986184] User Vector: [1.569442528990517, -1.000600079743818] Predicted: 3.3433245558428784
avg loss: 10.188980230131293: 66%|█████████████████████████████▋ | 46253/70000 [01:15<00:39, 607.55it/s]
Movie Vector: [2.0275975353250626, -0.2814186234999385] User Vector: [1.4929468824721663, 0.14668201129129557] Predicted: 2.9858163695620017 Movie Vector: [2.097325289180361, -0.4097677882247621] User Vector: [1.9833090593703613, -0.43864239683678496] Predicted: 4.339385771251391 Movie Vector: [1.9422743460226268, -0.6595120163578267] User Vector: [2.1676326035299693, 0.08932391910520499] Predicted: 4.151226999440438 Movie Vector: [1.6907014135543024, -0.7862655951600719] User Vector: [1.0399290961663783, 0.4473637689032573] Predicted: 1.4064628528749714 Movie Vector: [2.155071920425522, 0.6027395095724283] User Vector: [2.0618696769176297, -0.814303471639635] Predicted: 3.9526645691628275 Movie Vector: [2.0735442940173305, -0.45388374369875434] User Vector: [1.3290887526108734, 0.2595340595183277] Predicted: 2.638126108667374 Movie Vector: [0.9538194197812073, -1.20390585814122] User Vector: [2.1648139495132095, -0.6265994031886136] Predicted: 2.8192082774655174 Movie Vector: [2.2064074544326813, -0.7699008802132941] User Vector: [2.1258168301213805, 0.08450986323891112] Predicted: 4.625353882643924 Movie Vector: [1.5287225618200253, -1.1469435290450862] User Vector: [2.2777642699184537, -0.2178792138309074] Predicted: 3.7319647843486483 Movie Vector: [1.6665599433907627, -0.09539280104685827] User Vector: [1.901491339871384, -0.3017623214591909] Predicted: 3.197735252828474 Movie Vector: [2.5188287828509006, 0.1557229681544739] User Vector: [2.0732843464596824, -0.6653234419786364] Predicted: 5.118642145729202 Movie Vector: [2.2633500682886725, -0.2376621927303397] User Vector: [1.5705449011611443, 0.11947050019442981] Predicted: 3.5262992882507036 Movie Vector: [2.0333820197829864, 0.06433729142184663] User Vector: [1.9312263156454714, -0.8836922408389724] Predicted: 3.870066501139162 Movie Vector: [1.7893372041157192, 0.30720098419207115] User Vector: [1.1503726863827999, -1.6752077358564295] Predicted: 1.5437791811620218 Movie Vector: [-1.1992168426513672, -0.2738666534423828] User Vector: [1.9574357269484326, -0.0012988127306970462] Predicted: -2.347034190668079 Movie Vector: [1.9373795951123545, -0.01398627552804409] User Vector: [1.2677194157426455, 0.003941534291030977] Predicted: 2.4559986010029595 Movie Vector: [2.293105947919435, -0.0033101503741599352] User Vector: [1.7135483394669537, 0.3504063536436181] Predicted: 3.9281879915565217 Movie Vector: [1.4196124280893345, -0.7174494591217512] User Vector: [2.3401416883323023, -0.3409071710062871] Predicted: 3.5666778896956814 Movie Vector: [1.2679195322589485, 0.4535228747447548] User Vector: [1.5854829127971062, 0.13383855403486414] Predicted: 2.070963598975835 Movie Vector: [2.282082191037911, -0.014504362729808956] User Vector: [1.925128297350891, 0.5545680639716052] Predicted: 4.385257346489393 Movie Vector: [1.7706854307676032, 0.39869473979831277] User Vector: [1.1315846043045186, -0.44501350175971216] Predicted: 1.82625583023211 Movie Vector: [1.8067700709403938, -0.9548118539401931] User Vector: [1.9848139128400357, -0.6053311567607624] Predicted: 4.164079738139977 Movie Vector: [2.1366157592181447, -0.13201212320769443] User Vector: [2.085712278930119, -1.2060394845030709] Predicted: 4.6155775573784465 Movie Vector: [1.9037417450145635, -0.5931934943432015] User Vector: [1.6534404712533493, -0.24789190494225113] Predicted: 3.29477151333364 Movie Vector: [2.140697485587107, -0.3575476819528361] User Vector: [0.1898124809673985, 1.0847098673800848] Predicted: 0.018495602066842975 Movie Vector: [0.9546615910918702, -1.285231961354001] User Vector: [2.0508086536759027, 0.34119236910622575] Predicted: 1.5193169145978007 Movie Vector: [1.4394175858673421, -1.3441047316588168] User Vector: [1.7825182314819317, -0.5760983799722927] Predicted: 3.340124647945984 Movie Vector: [2.523628875919445, 0.5510244097215955] User Vector: [1.8827679657360064, -0.7074960064299215] Predicted: 4.3615600356640645 Movie Vector: [1.8252536674319373, -0.6553565478694486] User Vector: [1.7106743603418173, -0.07411053726697486] Predicted: 3.17098347585972 Movie Vector: [2.16781964292002, -0.1374339862769561] User Vector: [2.027170161405529, -0.8193926401771497] Predicted: 4.5071516923017985 Movie Vector: [1.2992444361561681, -1.599265989981853] User Vector: [1.9616573429947601, -0.30520618412281375] Predicted: 3.0367782587305894 Movie Vector: [0.6802839169292176, -1.3285119159300975] User Vector: [1.9640064491511402, -0.8453785149651328] Predicted: 2.4591774307052514 Movie Vector: [2.114635149490479, -0.5903892096122334] User Vector: [2.0527781198269963, -0.6412477526345357] Predicted: 4.71946252013467 Movie Vector: [2.280632604003898, 0.034427193558643376] User Vector: [1.2232279744415095, 1.1361835203231703] Predicted: 2.82884921061326 Movie Vector: [2.0836250244826573, -0.28945267601452546] User Vector: [1.544575352131673, -0.8114764291729981] Predicted: 3.4531998798475017 Movie Vector: [1.9986540422418286, 0.052437700043617384] User Vector: [1.6773952270210282, -0.8128626250835653] Predicted: 3.309908104411928 Movie Vector: [1.9804026091734779, -0.5287218602329248] User Vector: [1.5353387017277036, -0.16732840166015778] Predicted: 3.129058954662125 Movie Vector: [1.3284390523415472, -0.5814456191472368] User Vector: [1.7041098521770255, -0.10096780079239252] Predicted: 2.3225133625576095 Movie Vector: [2.1549966012323374, -0.43797837401812334] User Vector: [0.7823181681386335, 0.47471530735076295] Predicted: 1.4779779549860628 Movie Vector: [1.7593477629123375, -0.14475772478750276] User Vector: [1.8573785020976634, -0.028912849824471905] Predicted: 3.271960070904706 Movie Vector: [2.178177074246286, 0.03158491320088856] User Vector: [1.984210041517483, 0.0004630653217091397] Predicted: 4.321975448800645 Movie Vector: [2.0410234090459505, 0.016767066612481736] User Vector: [1.8021382731337061, -0.1610552806296751] Predicted: 3.6755059771849297 Movie Vector: [2.043378216130181, -0.8265711815764221] User Vector: [1.9643054482369033, -0.4170641920017169] Predicted: 4.358552204729195 Movie Vector: [2.0566878959347115, -1.1948016249091968] User Vector: [1.5192512216908507, -0.9130442113494417] Predicted: 4.215532305869845 Movie Vector: [1.3891336165099952, -1.047232752329155] User Vector: [1.393261788401299, 1.0829830393678492] Predicted: 0.801291477824094 Movie Vector: [2.167376397602458, 0.1812987868241247] User Vector: [2.095623190246634, -0.3068836782124125] Predicted: 4.486366602252884 Movie Vector: [1.87015959858644, -1.417355828723646] User Vector: [1.7290886510037533, -0.5962868758536807] Predicted: 4.078822416564176 Movie Vector: [-0.03398969376606073, 0.5290180078276341] User Vector: [0.4006825586615491, -0.6689067704629654] Predicted: -0.3674828045990422 Movie Vector: [2.0268012375570748, 0.04731736993097892] User Vector: [1.7221704832497946, 0.07647734720417564] Predicted: 3.494115973663949 Movie Vector: [1.1624813079833984, -0.29601097106933594] User Vector: [1.6051677857600144, -0.24434721260103234] Predicted: 1.938307002803234 Movie Vector: [1.7721995745998729, -1.2611073154078922] User Vector: [1.9506392469049634, -0.5988514651105263] Predicted: 4.212138007056412 Movie Vector: [1.4168350434927501, -0.27989857154644004] User Vector: [1.9694819471012108, -0.8401428575238254] Predicted: 3.0255858258951935 Movie Vector: [0.3345608277476563, -0.30026259370872665] User Vector: [2.173698166804726, -0.38425618371875625] Predicted: 0.8426120163317629 Movie Vector: [1.6979659495822594, -0.8187278791077252] User Vector: [1.841708015148893, -0.7164612846653035] Predicted: 3.7137443268523684 Movie Vector: [2.1093522956811133, 0.20092441936632577] User Vector: [1.5097898868576949, -0.26714453207354427] Predicted: 3.1310029038456415 Movie Vector: [1.5635920267111234, -0.45597193269765757] User Vector: [1.7896326741562454, 0.6968081477674922] Predicted: 2.4805304221953928 Movie Vector: [0.6461590363147498, 2.1373318096605454] User Vector: [1.6408863299429468, -0.4835225325112865] Predicted: 0.026825440233983144 Movie Vector: [2.2127785751759452, -0.15560661869928125] User Vector: [1.7532487617239245, 0.10632468421919106] Predicted: 3.863006472300839 Movie Vector: [1.8672489917696211, 0.3560157369282035] User Vector: [1.928576880857568, 0.03817220425759913] Predicted: 3.6147231417604377 Movie Vector: [1.78621751672461, -1.3884078845468173] User Vector: [1.7099277220219498, -0.4937155683209655] Predicted: 3.7397814371889577 Movie Vector: [1.3427171094541652, 0.519560766068713] User Vector: [1.7790201122830214, -0.3482414962777942] Predicted: 2.2077881242424775 Movie Vector: [0.20824319249896228, -2.0788924525285837] User Vector: [1.6727306505756954, 1.1611843153214227] Predicted: -2.0656425382495276 Movie Vector: [1.898280181512255, -0.37177110675399877] User Vector: [1.4798967864745733, -0.15507468095549243] Predicted: 2.8669110262167026 Movie Vector: [2.030618965681035, -0.6122155495496697] User Vector: [1.6504642467474917, -0.4474952412104119] Predicted: 3.625427546642415 Movie Vector: [1.6690861101593162, -0.8977395805247883] User Vector: [1.82279839715313, -1.2386280248511818] Predicted: 4.154372889765101 Movie Vector: [2.1521984026260057, -0.7373637992876985] User Vector: [1.74928685675021, 0.12422559469118269] Predicted: 3.6732129223622043 Movie Vector: [1.8779224449446557, -0.1087311641206472] User Vector: [1.9870067684686243, 0.19313917959163568] Predicted: 3.710444360929873 Movie Vector: [2.3849009724039303, 0.3366894922254141] User Vector: [1.662110810069655, -0.19076061914196] Predicted: 3.8997425911826924 Movie Vector: [1.6583578819152305, 0.25816695085379876] User Vector: [1.6250503242640977, -0.06636416875086637] Predicted: 2.6777819786599095 Movie Vector: [2.060206146554152, 0.1477162604040875] User Vector: [1.960012424230677, -0.22717061948225445] Predicted: 4.004472849338946 Movie Vector: [1.7675876218672697, -0.6763551917126802] User Vector: [1.6852652123862701, -0.4863885910963603] Predicted: 3.3078253777553255 Movie Vector: [2.5080636260632945, -0.6680304106184985] User Vector: [1.9512779531328528, -0.4323842757789563] Predicted: 5.182775103885344 Movie Vector: [1.8200800233967198, -0.6915051544814611] User Vector: [1.8804381594347899, -0.07942125709718413] Predicted: 3.4774681378782573 Movie Vector: [1.8714927005480755, -1.3951392744820226] User Vector: [1.9471251585209348, 0.10392934510601831] Predicted: 3.499034610096842 Movie Vector: [2.008195413421323, -0.03184404499056546] User Vector: [2.2162003786961333, -0.19876262243130016] Predicted: 4.456892841611319 Movie Vector: [2.0111366462411993, -0.23436892356003347] User Vector: [1.8544791749933187, -0.2767608123082344] Predicted: 3.7944751621844905 Movie Vector: [2.144423998019404, -0.03371436992089289] User Vector: [1.996380673432928, -0.37239147252667876] Predicted: 4.293641569151861 Movie Vector: [1.0202516435936286, -0.32770384632344635] User Vector: [1.1897009960420966, -0.4943781296855481] Predicted: 1.3758040112330716 Movie Vector: [2.004522368046032, 0.5623559485096413] User Vector: [1.6394233274439851, -0.20375540751012391] Predicted: 3.1716776651035983 Movie Vector: [0.2648855968659678, -0.24562695859861602] User Vector: [1.6846918734989231, -0.4578145998274436] Predicted: 0.5587022202046652 Movie Vector: [2.097330861093965, -0.0644132347223334] User Vector: [1.835847246692018, -0.02714127537509731] Predicted: 3.8521273440829544 Movie Vector: [1.674271699836506, -1.0000171387081611] User Vector: [1.4223165673322729, 0.2648958665718038] Predicted: 2.1164439703482745 Movie Vector: [2.296828638976814, -0.23511549598645815] User Vector: [1.7358830524199693, -0.20267329663069308] Predicted: 4.034677541373211 Movie Vector: [2.2601520336599914, -0.10157790743731854] User Vector: [2.0144295498734746, -0.18778328246882608] Predicted: 4.571991676696209 Movie Vector: [2.400144161207786, 0.1454343521753469] User Vector: [0.1241349880521891, -0.46170536315254984] Predicted: 0.23079404638908554 Movie Vector: [1.4187311878811897, -0.7157321762666388] User Vector: [1.5513917572539828, -1.157819300676996] Predicted: 3.0296963984350933 Movie Vector: [0.8026145264122406, -0.0776239546134069] User Vector: [0.2133996091894672, -1.3447152441401764] Predicted: 0.2756597413452549 Movie Vector: [0.36075044982235743, -0.5317817539593465] User Vector: [1.7762043046153875, -0.4784626571559046] Predicted: 0.895204212892825 Movie Vector: [1.8925252708288378, -0.32187547249407644] User Vector: [1.7596225296284094, -0.2792374857368779] Predicted: 3.420009802101146 Movie Vector: [1.971302241016186, -0.33591154909557314] User Vector: [2.227410571305336, -0.180100711550517] Predicted: 4.4513973598875 Movie Vector: [2.067338648452268, 0.014415300196660735] User Vector: [2.334083504461608, -0.4158184687210283] Predicted: 4.819346889434464 Movie Vector: [1.76527386758458, -0.754185509878938] User Vector: [1.7403217806365354, -0.507455606566073] Predicted: 3.4548602259248997 Movie Vector: [1.7806273530912018, -0.13542627788735204] User Vector: [1.6117840672113317, -0.4312427715913845] Predicted: 2.928388400775532 Movie Vector: [1.7149872348691997, -0.14765562944785846] User Vector: [1.07236962989953, -0.15225715025841272] Predicted: 1.8615818516984453 Movie Vector: [1.8229262178997379, -0.21648990032841536] User Vector: [1.10415419369235, -0.437875572316104] Predicted: 2.107587267292691 Movie Vector: [-1.079800461612007, -0.6223969561075647] User Vector: [1.847230507025301, -0.5254841016495553] Predicted: -1.6675806488401002 Movie Vector: [2.100959975669914, -0.512367781020177] User Vector: [1.8609263415200905, -0.404193581835573] Predicted: 4.116827529831242 Movie Vector: [1.7691477555864046, -0.00563257398580352] User Vector: [1.893438290056112, 0.00993078066941323] Predicted: 3.349716165337273 Movie Vector: [2.085325457227182, 0.3177944339654559] User Vector: [1.685551663875813, 0.12349314953059765] Predicted: 3.5541692297055545 Movie Vector: [2.3923997239382473, 0.335828859783334] User Vector: [1.8984165387801688, -0.08576884690793257] Predicted: 4.512967549235457 Movie Vector: [2.1219213471567904, 0.767375621693032] User Vector: [1.928248837534836, -1.101366725959669] Predicted: 3.2464303949501137 Movie Vector: [1.9384506426922288, -0.3291634477016754] User Vector: [1.7871719047822654, -0.690164977612598] Predicted: 3.6915216109405895 Movie Vector: [1.3500204808099845, -0.863421812392604] User Vector: [1.9381562834987114, 0.15531340763553658] Predicted: 2.4824496938242766 Movie Vector: [1.6506836793809028, -1.608224667384348] User Vector: [1.9843150868051964, -0.6221334217471787] Predicted: 4.276006843796679 Movie Vector: [0.5737335289672725, -0.962743709915689] User Vector: [1.609156250551504, -0.21451752530249485] Predicted: 1.1297522924403154 Movie Vector: [1.6522294205972774, -0.5208254897481943] User Vector: [0.8183730679668906, 0.13540359033142105] Predicted: 1.2816184186713258 Movie Vector: [2.1500550608464444, -1.3685614064114255] User Vector: [1.7455672361989365, 0.1669689142263334] Predicted: 3.524558458156685 Movie Vector: [1.9730307821305235, -0.2865637933622697] User Vector: [1.5801747341079573, -0.32280772904838145] Predicted: 3.210238398902679 Movie Vector: [1.4252546626268363, -1.0109357263135408] User Vector: [1.7130183665018823, -0.27180998117765026] Predicted: 2.7162698347633123 Movie Vector: [1.0509906618251648, -0.9301689359622379] User Vector: [2.051020019371019, -0.17753789902041373] Predicted: 2.3207431262001985 Movie Vector: [2.048174788118917, -0.5696282920258823] User Vector: [1.6336874308491405, -0.20533779861583915] Predicted: 3.4630436270458715 Movie Vector: [1.9638139331050515, -0.5220742805895122] User Vector: [2.0167964402117136, 0.24621665087185152] Predicted: 3.832069568651351 Movie Vector: [2.216005074581295, -0.22567892811476492] User Vector: [2.1288523011963707, 0.8766419193651291] Predicted: 4.519707893782432 Movie Vector: [1.9843818959376216, -1.1909307905526345] User Vector: [1.6709657170780452, -0.8182579724861223] Predicted: 4.290322731750992 Movie Vector: [0.8063574282387045, 0.4447985947126769] User Vector: [1.922993763028637, -0.5075678457054051] Predicted: 1.3248548407837353 Movie Vector: [1.8986699385873107, -0.21922109772950288] User Vector: [2.2120804767688416, 0.20747322316362202] Predicted: 4.1545281952454785 Movie Vector: [1.7966075714040153, -1.2659342107847609] User Vector: [0.8857232908894025, -0.8824011471997717] Predicted: 2.7083589704566924 Movie Vector: [1.7042007215943435, -0.9599707373980181] User Vector: [1.6084771683839518, -0.13321323889563602] Predicted: 2.8690487622017793 Movie Vector: [1.685960184883272, -0.4083268875031989] User Vector: [2.2691804629628503, 0.29365418028859086] Predicted: 3.705841015430812
avg loss: 10.170535110749695: 66%|█████████████████████████████▊ | 46376/70000 [01:15<00:39, 599.51it/s]
Movie Vector: [1.888298760622147, -0.5312934028013697] User Vector: [1.743627234367125, 0.10952383495726045] Predicted: 3.234299854680166 Movie Vector: [1.023243161154041, -0.7958288784955374] User Vector: [1.8309953191759993, -0.6880677494617371] Predicted: 2.4211376238349844 Movie Vector: [1.8433813428786634, -0.4884531483781804] User Vector: [1.8915321934913876, 0.06276772833093645] Predicted: 3.4561560604165855 Movie Vector: [1.7725986271494287, 0.26853825773316603] User Vector: [1.8665962016313664, -0.23729805753420244] Predicted: 3.245002257520399 Movie Vector: [2.4211992263285835, 0.06712253501295627] User Vector: [2.558469001223456, -0.30573588416443254] Predicted: 6.174041398758352 Movie Vector: [2.133660660601741, 0.18386203584611918] User Vector: [1.617522177968328, -0.4316791857465284] Predicted: 3.3718740248581183 Movie Vector: [1.6796002613026126, -0.5903663019906511] User Vector: [1.7147005949704708, -0.32348379472173894] Predicted: 3.070985499011924 Movie Vector: [1.8358630288599258, -0.5468051870595335] User Vector: [1.6982606356838104, -0.29374273864424816] Predicted: 3.2783939675718106 Movie Vector: [1.2915266845084656, -0.6447749791232312] User Vector: [1.8655968094511695, 0.010019421767301445] Predicted: 2.403007789479202 Movie Vector: [-0.13184509373808156, 0.41589596583204275] User Vector: [1.7255015903942263, 0.26004972311755475] Predicted: -0.11934528817040486 Movie Vector: [1.2615397571541942, -0.46604160537286177] User Vector: [0.2266389141710641, -1.707520609836748] Predicted: 1.0816896469606205 Movie Vector: [2.263427051893385, 0.06035814988399298] User Vector: [1.930649431591638, -0.42688980603248483] Predicted: 4.344117872290643 Movie Vector: [1.4145674564936486, -0.27893126284685377] User Vector: [1.7380669802556652, -0.013459267729128508] Predicted: 2.4623671980205324 Movie Vector: [1.3784043243101716, -0.2786512222710241] User Vector: [1.6688843212627478, -0.06719565891450906] Predicted: 2.3191215176898523 Movie Vector: [2.029189041891542, -0.29803614506456255] User Vector: [1.723807694106259, 0.04736847398283124] Predicted: 3.4838141658253137 Movie Vector: [1.939217902659244, -0.6038539198785532] User Vector: [1.764169340573177, -0.666963416988105] Predicted: 3.823857242325919 Movie Vector: [2.038549932897289, 0.20364845137673845] User Vector: [2.130439767563638, -0.24782756509834733] Predicted: 4.292538145367824 Movie Vector: [2.310057958089684, -1.0849183736083934] User Vector: [1.3856787716336092, -0.8638109931038629] Predicted: 4.138162691511451 Movie Vector: [2.128598083006943, 0.82550688967423] User Vector: [1.7904446137385581, -0.10050798700733092] Predicted: 3.7281669367921615 Movie Vector: [1.7263925480093103, 0.4951797280890532] User Vector: [0.9294071293212177, -0.3247629720049668] Predicted: 1.4437055019560634 Movie Vector: [2.0563012611414466, 0.024994136221299243] User Vector: [2.2035411304831762, -0.08162569924447124] Predicted: 4.5291042417435285 Movie Vector: [1.7914819520905543, 0.4724355208965655] User Vector: [1.684817169084587, 0.16673624103753285] Predicted: 3.09709167387424 Movie Vector: [1.9830537771200873, 0.04488370379023243] User Vector: [2.1776483934138984, -0.973918118028277] Predicted: 4.274680819473399 Movie Vector: [2.016756756268928, -0.3419629589057388] User Vector: [1.963813087144829, -0.6021587760919463] Predicted: 4.166449308352135 Movie Vector: [2.2860305427091516, 0.0832751313422327] User Vector: [2.1646655493468825, -0.23578929688979108] Predicted: 4.928856175889667 Movie Vector: [1.673254403729543, 0.004094838680257817] User Vector: [1.329219056680953, 0.07372352755589513] Predicted: 2.224423526064914 Movie Vector: [1.0550018224351803, -0.09976070885298652] User Vector: [0.23672272775985176, -1.8184845623525014] Predicted: 0.43115621817696914 Movie Vector: [2.0446739144357635, 0.05917033630726945] User Vector: [1.5980547898509163, 0.4317994225908487] Predicted: 3.2930506596992797 Movie Vector: [1.7484026617296196, 0.13823515481051224] User Vector: [1.5730361593084958, -0.39963380130658094] Predicted: 2.6950571675407833 Movie Vector: [1.8699148382788602, -0.5324481666390223] User Vector: [1.7800133631445925, -0.11636352620124647] Predicted: 3.3904309462682365 Movie Vector: [2.1435037435179733, 0.0524998406298885] User Vector: [1.9180571806462896, 0.5128893782711537] Predicted: 4.13828935761685 Movie Vector: [1.8848899590053767, -0.44642821773666536] User Vector: [2.0506686305114186, 0.0014267559186057774] Predicted: 3.8646477667963914 Movie Vector: [1.3099530744625993, -1.7411011891573782] User Vector: [1.8035833810148796, -0.6226836811941528] Predicted: 3.446764892806125 Movie Vector: [1.3393725197699637, -0.22111163780870732] User Vector: [0.8993682082758097, 0.6987149698860942] Predicted: 1.050095051966393 Movie Vector: [1.461032106606261, 1.1674843346425352] User Vector: [1.6490962000563987, -0.06262079676728817] Predicted: 2.3362736959161374 Movie Vector: [2.331513822007513, 0.4744905863076541] User Vector: [1.307876823784513, 0.3267487529235158] Predicted: 3.2043720994868505 Movie Vector: [0.9338213742522525, -1.0763771092573058] User Vector: [1.0955265153727056, 0.2126825259897955] Predicted: 0.7940994736006837 Movie Vector: [2.2294741722062, 0.20672188802847588] User Vector: [1.1724473363362637, -0.48883627078802955] Predicted: 2.5128878977995552 Movie Vector: [2.078839464065533, -0.09860363540893817] User Vector: [2.072245527055405, -0.540190966421308] Predicted: 4.361130573980265 Movie Vector: [-0.06751331211198548, -0.5735972528269593] User Vector: [2.02367573876717, -0.45361899275630957] Predicted: 0.12356955631031075 Movie Vector: [2.1661641891925174, -0.21201465614945145] User Vector: [0.01054227565698973, -0.46413253119866504] Predicted: 0.12123919901062669 Movie Vector: [2.2932895759315977, -0.3130504418509636] User Vector: [2.1126468129250875, -0.4715866752543645] Predicted: 4.992541330765621 Movie Vector: [1.6549490892901504, 0.14953862782864288] User Vector: [2.30199561265102, -0.7212528099245845] Predicted: 3.7018303871930516 Movie Vector: [2.0378286537094374, -0.5829198658658657] User Vector: [-0.1886432461052125, -1.277926032580895] Predicted: 0.36050585925659 Movie Vector: [1.7155118948965158, -0.5103551131429864] User Vector: [2.04721761431316, -0.3007832894755933] Predicted: 3.66553245852773 Movie Vector: [2.326640855795731, 0.14093361426732853] User Vector: [2.2076149993107137, 0.016750148792699586] Predicted: 5.138687910272642 Movie Vector: [1.6741229118200616, -0.5893329823540744] User Vector: [2.2128249952048074, -0.4946533555289845] Predicted: 3.9960565615658328 Movie Vector: [1.9164878244929393, 0.12204037894106637] User Vector: [1.9036955249726415, -0.7446104417972362] Predicted: 3.5575367546713523 Movie Vector: [0.2609684650204363, -0.28839583324939444] User Vector: [0.5836727530454207, 0.30072948026411583] Predicted: 0.06559105339308863 Movie Vector: [1.9896603634199044, -0.4463553235633362] User Vector: [1.4067525455638452, -0.8476898125112106] Predicted: 3.1773306415932208 Movie Vector: [2.286595291796999, -0.11331846816157493] User Vector: [2.09163503163385, 0.6741208986716153] Predicted: 4.706332467898457 Movie Vector: [2.0095804480299595, 0.20699052039485002] User Vector: [1.4888856458372333, 0.22513516380207402] Predicted: 3.038636327941534 Movie Vector: [1.354634495894665, -1.413840245767953] User Vector: [2.1320103409391677, -0.5430257345793805] Predicted: 3.655846391476377 Movie Vector: [0.33263752513557265, 0.2961255191428477] User Vector: [1.8594887344802138, -0.3757016797760465] Predicted: 0.5072808756884546 Movie Vector: [-1.9879889845138952, 1.030402973913251] User Vector: [0.39553187174346327, -0.5887411134522395] Predicted: -1.3929535982163541 Movie Vector: [1.134253591663535, -0.26577795064958554] User Vector: [1.7086347486485152, -0.007655677739201229] Predicted: 1.9400598108360583 Movie Vector: [2.338464886347013, 0.4738258237737314] User Vector: [1.7526253609470863, -0.7903406416496037] Predicted: 3.7239690599045385 Movie Vector: [2.028206951804214, -0.012036020922274574] User Vector: [1.8490361603939942, -0.5860355459235117] Predicted: 3.757281530740403 Movie Vector: [-0.6181281557458937, -0.9126145005224346] User Vector: [1.9678506568376852, -0.8398205928984299] Predicted: -0.4499514463779686 Movie Vector: [1.5550053295157646, -0.9051308591901229] User Vector: [0.08364879508663839, -0.4420112928362602] Predicted: 0.530152383423916 Movie Vector: [1.8374107236889228, -0.3840148524622825] User Vector: [0.09199992472352286, -0.43141618694440853] Predicted: 0.3347118716448721 Movie Vector: [1.3632310443194529, -0.6290848362294628] User Vector: [1.738684554350095, -0.2923869284481906] Predicted: 2.5541649437672485 Movie Vector: [0.8677732681855812, 0.10842682574417288] User Vector: [2.2439415553508297, -0.7148637663301418] Predicted: 1.8697220880815244 Movie Vector: [1.543229053200725, -0.8283516551982134] User Vector: [1.278279778076325, 0.6926651460747866] Predicted: 1.3989081713971983 Movie Vector: [1.560151803018359, 0.45504518657552717] User Vector: [1.9083512224961152, -0.3063753720267596] Predicted: 2.83790296224354 Movie Vector: [2.006933184209354, -0.7922150597205395] User Vector: [-0.8156268803338855, -0.29165852318835406] Predicted: -1.4058523777095604 Movie Vector: [1.3728973599197103, -1.2499192084573234] User Vector: [1.8664649330432135, 0.09836311689442052] Predicted: 2.4395188297476773 Movie Vector: [1.0155493736552603, -0.14945676308140654] User Vector: [1.8249995036965385, 1.116232978828222] Predicted: 1.6865485350397984 Movie Vector: [2.147279799334009, 0.1314475322595595] User Vector: [0.7568643324142015, 0.5464692914891164] Predicted: 1.6970315316513096 Movie Vector: [1.1905269703171433, -0.5386009684714405] User Vector: [1.887309622003617, -0.30633916239712317] Predicted: 2.4118875758821794 Movie Vector: [1.3361698630435035, -0.890703399729671] User Vector: [2.0138259650873924, -0.13869550563494237] Predicted: 2.8143501223605414 Movie Vector: [1.5515211717250055, 0.30253885082299714] User Vector: [1.8172854070439475, -0.49002177134355823] Predicted: 2.6713061605150497 Movie Vector: [1.4900667459861792, -0.6157379533104155] User Vector: [1.8789980206572532, -0.0031554496136355567] Predicted: 2.801775396442099 Movie Vector: [1.2897748994121974, 0.3134688651357216] User Vector: [2.0207190303077205, -0.1545696282252932] Predicted: 2.5578199181112202 Movie Vector: [2.0666797619911437, 0.6376486225414099] User Vector: [2.1036038548162117, -0.25050843741062245] Predicted: 4.187739153945336 Movie Vector: [1.8115884521289674, -0.06308413034968535] User Vector: [0.7562659677753174, -0.8600299368799538] Predicted: 1.4242969346026695 Movie Vector: [1.4902072550847918, 0.3382542302864649] User Vector: [1.4858020642519767, -0.4430297855475955] Predicted: 2.064296316663876 Movie Vector: [1.6129462894024982, 0.2755460633354762] User Vector: [1.7268502817799145, -0.679921913919814] Predicted: 2.5979669475944442 Movie Vector: [1.1232345194505104, 0.0500531319365691] User Vector: [1.1348136134692994, 0.4438337864650434] Predicted: 1.2968770948629278 Movie Vector: [2.037744983282138, -1.2170622492712961] User Vector: [2.0986391546621794, 0.8587249437721763] Predicted: 3.2313696975595905 Movie Vector: [2.015861850654559, 0.26022432336515905] User Vector: [1.0008254316991547, 1.0232912364851734] Predicted: 2.283811076547057 Movie Vector: [2.040333999802736, -0.38665657089665934] User Vector: [1.1559679781309973, -0.800073346518445] Predicted: 2.667914385094536 Movie Vector: [1.7851600939884482, -0.3051125922854173] User Vector: [2.238694428501191, -0.12486987312580593] Predicted: 4.034527327082368 Movie Vector: [1.289992201202487, 1.057347181532114] User Vector: [1.931532698433622, -0.13792695024708124] Predicted: 2.345825445245896 Movie Vector: [1.0583922154577428, -1.6590085866819206] User Vector: [1.9384409084042031, -0.9269060080822408] Predicted: 3.5893757940353432 Movie Vector: [1.2898846183352397, -1.069324633513653] User Vector: [1.5870615950704048, -0.0506547918692362] Predicted: 2.101292756583187 Movie Vector: [1.9688567008247435, -0.15909196976780213] User Vector: [1.7485467398505625, -1.1171901566934892] Predicted: 3.620373948093606 Movie Vector: [2.3047686447377838, 0.0004333703891832314] User Vector: [1.701287887287023, -0.21100444810982916] Predicted: 3.9209835352115228 Movie Vector: [1.7514648398456023, 0.8207289330873213] User Vector: [1.7041889014762375, -0.49201840195249613] Predicted: 2.58101320329693 Movie Vector: [0.32383746289312754, -0.5474831169199846] User Vector: [1.7093353681494603, -0.32159795962714055] Predicted: 0.7296162821867856 Movie Vector: [2.191657465531916, 0.16348898376746207] User Vector: [1.891245570194787, -0.25217210624515896] Predicted: 4.103735111687048 Movie Vector: [2.2566403064738076, -0.7299468581690325] User Vector: [2.1911229174875815, -0.39989459802441546] Predicted: 5.236478097467649 Movie Vector: [-0.8636226556675385, -0.61140381481791] User Vector: [1.8000689285890092, 0.6620232732488058] Predicted: -1.9593438632552203 Movie Vector: [0.9899033665356041, -0.501841242343853] User Vector: [1.7101296728801925, -0.682662190505876] Predicted: 2.035451162181179 Movie Vector: [2.021921649023416, -1.4637777732371922] User Vector: [1.8793939899512357, -0.19388622378742812] Predicted: 4.08379374024383 Movie Vector: [2.298944803967557, -0.6618253833273975] User Vector: [2.255082504149105, 0.2543756727427758] Predicted: 5.01595792830958 Movie Vector: [0.8430423307298502, -1.4575563203292332] User Vector: [1.774223495327192, -0.4733130110579459] Predicted: 2.1856258814978666 Movie Vector: [1.2059791877875052, -0.9435848641402882] User Vector: [1.9511477519050247, -0.051066419090298076] Predicted: 2.4012290812152886 Movie Vector: [1.4495093040983362, -0.034676723301247186] User Vector: [1.8789346161874523, -0.35357811773156017] Predicted: 2.7357941385101014 Movie Vector: [1.7210228539820025, 0.9574386644111544] User Vector: [1.8186266320065798, -0.2968788744472386] Predicted: 2.84565468350099 Movie Vector: [0.69371437414699, -1.138331851974645] User Vector: [1.6927338448683522, -0.027750743954423784] Predicted: 1.2058633555495903 Movie Vector: [2.2216094136771836, 0.03656990532024969] User Vector: [1.6438322674092531, -0.5710995679777272] Predicted: 3.631068182653325 Movie Vector: [1.5157463682583878, -0.29377828799027006] User Vector: [2.030334887043728, -0.676382404108783] Predicted: 3.2761791960906566 Movie Vector: [1.9473093402102843, -0.07382070758634147] User Vector: [1.518136691715917, 0.27587133516105317] Predicted: 2.9359167423299684 Movie Vector: [1.9490823653112237, 0.010164933339000062] User Vector: [1.8809921385655433, -0.6579079063466668] Predicted: 3.659521016555931 Movie Vector: [1.6388130604433617, -0.7957162211274602] User Vector: [1.1773603092361367, -0.44656949777610666] Predicted: 2.284816044865007 Movie Vector: [1.3089901241497537, -0.40359222570365827] User Vector: [2.1204086144700174, -0.11460702072411856] Predicted: 2.8218484380786277 Movie Vector: [1.7308230368978048, -0.989484873401891] User Vector: [1.6694577967537705, -0.41629382249033275] Predicted: 3.3014524539949157 Movie Vector: [1.867267474659283, -0.23407435845185298] User Vector: [1.7995246307218133, -0.2934107749519146] Predicted: 3.4288737517048293 Movie Vector: [1.4677319097975683, 0.8523069253890845] User Vector: [1.646196870804164, 0.5530891658511503] Predicted: 2.887577403500784 Movie Vector: [2.3525344423831176, 0.5863523328074207] User Vector: [1.7188604820942415, 0.2809986266550977] Predicted: 4.208442686032851 Movie Vector: [0.5517937393788453, -0.721521129439634] User Vector: [1.7576066477636836, 0.18593170947941098] Predicted: 0.8356826875044135 Movie Vector: [1.7131275694545027, -0.08357655985584413] User Vector: [1.734220114051119, -0.8929228767133024] Predicted: 3.0455677111357864 Movie Vector: [0.25857612664624907, -0.22925718367126113] User Vector: [0.577933810772951, -2.654816390763282] Predicted: 0.7580756151582682 Movie Vector: [2.259019963196691, -0.021294102628703182] User Vector: [1.6196437675339803, -0.11840390738686814] Predicted: 3.661328909081898 Movie Vector: [1.6237231606437663, -0.7899926640123328] User Vector: [2.167987601507841, -0.34601444863756897] Predicted: 3.7935605566227615 Movie Vector: [1.3416452888531316, -0.6445058108695262] User Vector: [2.0813391076315915, -0.4507947117265301] Predicted: 3.0829586194767074 Movie Vector: [1.206384897500056, 0.03445026579688211] User Vector: [1.6503173791959922, -0.6954646103124908] Predicted: 1.9669590216663275 Movie Vector: [1.4194941789624937, -1.230345104767061] User Vector: [2.030166767657565, -0.6690992962055164] Predicted: 3.705032952702558 Movie Vector: [2.297325413945554, -0.6620080522211174] User Vector: [2.14696926160491, -0.02138164141015357] Predicted: 4.946441866428107 Movie Vector: [1.9131535944013647, -0.18619723493075274] User Vector: [1.3680404132527062, -1.0500711128886522] Predicted: 2.8127917716012685 Movie Vector: [1.7558199161775734, -0.09633875359984496] User Vector: [1.6204279987600045, -0.6562130611196646] Predicted: 2.908398501358792 Movie Vector: [1.9823416057788306, 0.12921801455911644] User Vector: [2.179144592156166, -0.227201271977224] Predicted: 4.2904504927689056 Movie Vector: [1.9448920493756925, -0.2780025734299742] User Vector: [1.7343378996162762, -0.8562909154412084] Predicted: 3.6111510699919975 Movie Vector:
avg loss: 10.150862254360495: 66%|█████████████████████████████▉ | 46496/70000 [01:15<00:41, 567.21it/s]
[2.103103922805994, -0.860032295818068] User Vector: [1.7090783399371112, -0.3821900739345864] Predicted: 3.923065167829334 Movie Vector: [2.181714223683481, 0.558426711525443] User Vector: [1.2995187220090598, -1.8109270197839553] Predicted: 1.8239084592796204 Movie Vector: [1.6674438280376473, -0.5074968391685031] User Vector: [2.1719842123147433, -0.23552269388142713] Predicted: 3.741188692116705 Movie Vector: [2.034827787732878, -0.053284758992891985] User Vector: [1.9115917775087106, -0.288891820856399] Predicted: 3.9051535987257604 Movie Vector: [-0.8302021685855666, -0.10761432869641954] User Vector: [1.5144926201621065, -1.2157038051778954] Predicted: -1.1265079086775156 Movie Vector: [2.2113432197717557, -0.5097600734839542] User Vector: [1.8012904553700062, -0.8662051260926117] Predicted: 4.42482822405119 Movie Vector: [1.2519105373600277, -0.8416906571054769] User Vector: [1.8738919532477976, -0.8202078716725102] Predicted: 3.0363063846162017 Movie Vector: [0.8931475578677404, -0.9890047908201778] User Vector: [1.8730794089802785, -0.2789284008833996] Predicted: 1.9487978245925794 Movie Vector: [0.6372829019845752, -0.5619856772797779] User Vector: [1.8750799212946412, -0.6462912628763868] Predicted: 1.558162806783247 Movie Vector: [1.6541998551567358, -0.5013469662471927] User Vector: [2.129651995138064, -0.5822181691960805] Predicted: 3.8147633347120884 Movie Vector: [1.6717441473914547, -0.8894172270002267] User Vector: [1.1359183352758417, -1.1397328338734631] Predicted: 2.9126628455368784 Movie Vector: [1.739350286571851, -0.005788856939856592] User Vector: [1.6831775535923397, -0.21910174798866142] Predicted: 2.928903708866522 Movie Vector: [2.0454758671802926, -0.3483310977507489] User Vector: [1.889191434853591, -0.5357186484825567] Predicted: 4.050902953388207 Movie Vector: [1.7711247783739241, 0.3494144696106956] User Vector: [2.011175305724115, -0.9374935664290275] Predicted: 3.2344686003444942 Movie Vector: [1.0412063678184806, -0.5820851831590214] User Vector: [1.120991171874108, -0.4936074027441332] Predicted: 1.4545047018585895 Movie Vector: [1.2440227181797787, -0.888213162617722] User Vector: [1.458913399673753, 0.595707303605231] Predicted: 1.2858063449213666 Movie Vector: [2.058857795634438, -0.6541385198445244] User Vector: [1.562392613960784, -0.35389558283927824] Predicted: 3.4482409458328283 Movie Vector: [-0.7187315851203216, 0.6914629211845071] User Vector: [1.8595162256185849, 0.07968379842380391] Predicted: -1.2813946523666022 Movie Vector: [1.692850592044739, -0.7472758008846242] User Vector: [1.074756472588622, 1.0856471541497643] Predicted: 1.008124284330186 Movie Vector: [1.9331230906907761, 0.5979423775956806] User Vector: [2.043790795490155, -0.8230802526141903] Predicted: 3.458744616103106 Movie Vector: [2.027182027050498, 0.05598918123704845] User Vector: [1.6384903657538206, 0.15279882070493914] Predicted: 3.3300733018167983 Movie Vector: [2.2313517968076844, -0.22299329228776565] User Vector: [2.367823413724228, -0.3548970731211369] Predicted: 5.362586695495436 Movie Vector: [0.776181903358584, -0.16848776297185933] User Vector: [1.1563560977994498, -0.4363710241639663] Predicted: 0.9710658546374076 Movie Vector: [1.0492824735723318, 0.9411127207952864] User Vector: [1.8751083494227219, -0.8673132746232626] Predicted: 1.151278771435838 Movie Vector: [1.4147320764024438, 1.0566939213946192] User Vector: [2.19985252976867, 0.49657226575516145] Predicted: 3.6369268319754324 Movie Vector: [2.2640064185127318, 0.11002615023803873] User Vector: [1.943265098661353, 0.2657647463372851] Predicted: 4.428805728149561 Movie Vector: [1.841574203253603, -0.16894261546569858] User Vector: [1.7257116332366809, -0.495851997655192] Predicted: 3.2617965593910743 Movie Vector: [0.5257742850419668, -0.3165233950660992] User Vector: [1.7023225097985732, -1.3819155482658525] Predicted: 1.3324460015319288 Movie Vector: [2.0251436435970533, -0.3969014697698536] User Vector: [1.9228255744065426, -0.6591694380151585] Predicted: 4.155623308530847 Movie Vector: [2.168478685047802, -0.31391227813487255] User Vector: [1.9376058641621976, 0.5168195168437162] Predicted: 4.039421024542377 Movie Vector: [2.0484027369947553, -0.01843689520099659] User Vector: [1.7010897207848268, -0.009106158879559189] Predicted: 3.4846847292262293 Movie Vector: [1.9333936709240298, -0.5804844658653482] User Vector: [2.18736774308426, -0.1732773801617312] Predicted: 4.329627777932217 Movie Vector: [0.47043803413314633, -0.654618033139877] User Vector: [1.8463319521301556, -0.3571600835881985] Predicted: 1.1023882053519054 Movie Vector: [1.8355960010725152, -0.4967559342838662] User Vector: [1.9512883787276232, -0.5724271958052075] Predicted: 3.866133751393406 Movie Vector: [0.5727587328176398, -0.45394151160084845] User Vector: [-0.20165883045350563, -0.45448300981404466] Predicted: 0.09080684827985352 Movie Vector: [1.380114621660487, -0.3551926609337949] User Vector: [1.87496701551062, 0.42319766481458393] Predicted: 2.437352688570871 Movie Vector: [1.774092712865316, -0.611680161930299] User Vector: [1.6509698408392104, -0.37249995917044354] Predicted: 3.15682439913766 Movie Vector: [2.2131907143619998, 0.21165772817566478] User Vector: [2.0956409494522936, 0.41873438726493284] Predicted: 4.726681459082106 Movie Vector: [1.709763241488464, -0.9004966725351216] User Vector: [1.7051607836952463, -0.5648752739515662] Predicted: 3.4240895333805446 Movie Vector: [2.427469560442957, -0.22926812425235915] User Vector: [2.04554513798822, 0.8999631249562206] Predicted: 4.759165699423487 Movie Vector: [1.991857011442294, 0.563930059877252] User Vector: [1.7494709582748948, -0.5882125196006698] Predicted: 3.152985273155563 Movie Vector: [0.9636475380350129, -1.1288436111478948] User Vector: [1.4347190932401437, -0.14046528487318577] Predicted: 1.5411268613898554 Movie Vector: [1.8648655759911432, -1.031927368701198] User Vector: [1.8697580109671232, -0.5090665462512497] Predicted: 4.012167051653117 Movie Vector: [1.5860858928444714, -0.33373076594033985] User Vector: [1.558615722693339, -0.3406576650599185] Predicted: 2.58578635361339 Movie Vector: [1.7145760274901718, -0.9022882132313875] User Vector: [1.753096129258711, -0.7044444579241302] Predicted: 3.6414285283739147 Movie Vector: [2.120461000785323, 0.2480159536108915] User Vector: [1.4023286719785262, 0.0029697669868383606] Predicted: 2.9743198088047818 Movie Vector: [1.8164203686900713, -0.25565881519031575] User Vector: [2.1529894466888404, -0.5649217545899441] Predicted: 4.055161110994075 Movie Vector: [1.6881480141297711, -0.5922888950652221] User Vector: [1.1976781454094771, 0.6307738405710469] Predicted: 1.6482576416717643 Movie Vector: [1.633942146534363, -0.043458627355536864] User Vector: [1.8371498102472683, 0.1895046191092049] Predicted: 2.9935608938366 Movie Vector: [1.9543920129973051, 0.10721455507482222] User Vector: [1.7550167167279542, 0.360394869400988] Predicted: 3.468630229423943 Movie Vector: [2.4246414549897253, 0.22222752080070338] User Vector: [1.6181643880888292, -0.5926854590366236] Predicted: 3.7917574361719217 Movie Vector: [2.0878496249482072, -0.018648059623789397] User Vector: [1.8845060005310208, -0.5349207498090955] Predicted: 3.94454038045778 Movie Vector: [1.6461681028847852, -0.3972943052618485] User Vector: [1.8549383547293903, -0.301995066551558] Predicted: 3.1735212725312123 Movie Vector: [2.0680875924904787, -0.2721842587335884] User Vector: [1.4660074419646318, -0.5674023598372413] Predicted: 3.1862697919417493 Movie Vector: [1.5795476571227611, -0.8697474797951236] User Vector: [2.030116173920768, 0.49895701011836424] Predicted: 2.772698644127016 Movie Vector: [0.8892646384633945, -1.0137016895917166] User Vector: [2.127676325372682, -0.44396260225093787] Predicted: 2.3421129582669726 Movie Vector: [0.6130175260187736, 0.45498911426195604] User Vector: [2.308670492332895, 0.619639743235007] Predicted: 1.6971848115384571 Movie Vector: [2.0635468889988187, -0.7520154957049404] User Vector: [0.5904602458082155, -0.28748553796516374] Predicted: 1.434635982655895 Movie Vector: [2.24970664147054, -0.4087830818380322] User Vector: [1.7856893993209537, -0.6652806637829644] Predicted: 4.2892327812843405 Movie Vector: [1.1121377436639148, -0.4288453431035187] User Vector: [2.0989276647984547, 0.3884189002802174] Predicted: 2.167725040684162 Movie Vector: [2.000602529590082, 0.26449372378739755] User Vector: [0.37194626699386957, -0.6459432786562402] Predicted: 0.5732686994922938 Movie Vector: [1.807402656049354, -0.8709497400624802] User Vector: [1.7531340353468843, -0.33331368652982873] Predicted: 3.458918580538902 Movie Vector: [1.4009145075513634, -0.4471578496600425] User Vector: [1.2182527952730495, -0.041727314872796004] Predicted: 1.725326711153623 Movie Vector: [0.9386563577495034, 0.7266919559762947] User Vector: [1.782181058175222, -1.1199079522302724] Predicted: 0.8590274805972863 Movie Vector: [2.275550172552958, -1.2530792487721532] User Vector: [1.1510501001388886, -0.48829144174557587] Predicted: 3.2311401269925657 Movie Vector: [2.2659517694930282, -1.3574755271603554] User Vector: [2.017606432464503, 0.7372038805418759] Predicted: 3.571062639420214 Movie Vector: [1.9862402919941673, -0.2422966228838877] User Vector: [1.1841345356535067, 0.8313173136063777] Predicted: 2.1505503482250674 Movie Vector: [1.7091707213132457, -0.40029358856220393] User Vector: [2.0179749572281134, -0.5020531833992671] Predicted: 3.6500323836696116 Movie Vector: [2.4144619365995315, 0.18921461607772533] User Vector: [1.91085510977309, -0.657752163769015] Predicted: 4.489230605761998 Movie Vector: [2.2245832615873677, 0.348465253301136] User Vector: [1.8787831754187019, -0.7177021230908681] Predicted: 3.9294153520707846 Movie Vector: [2.394037613348538, -0.2031114714296892] User Vector: [1.8473321227944974, 0.006600965204768976] Predicted: 4.421241854561431 Movie Vector: [1.9626618457497476, 0.039160481146115665] User Vector: [1.6135123183100624, -0.37013729113444604] Predicted: 3.1522843103834366 Movie Vector: [1.7796768046095952, -0.6897987040934247] User Vector: [1.8498810931296585, -0.4014999420355964] Predicted: 3.5691446124384356 Movie Vector: [2.288294158861287, 0.6150955153958794] User Vector: [1.5230239349625443, -0.26185303267979876] Predicted: 3.3240621480865675 Movie Vector: [2.014835202896442, 0.1385678072393374] User Vector: [1.5475540316462484, 0.5998409269336891] Predicted: 3.201184983282789 Movie Vector: [1.5743976027661777, -0.8333968429671709] User Vector: [1.716359427567346, -0.38516756374989164] Predicted: 3.0232295998896745 Movie Vector: [1.823082435548678, -0.7677582929157543] User Vector: [1.8954328102339735, 0.5368999159925518] Predicted: 3.0433209011311746 Movie Vector: [2.524559181776408, -0.5240516378160769] User Vector: [-0.3394569279140383, -0.8369818840051527] Predicted: -0.41835737704771175 Movie Vector: [2.3742775085651955, -0.1278108623253722] User Vector: [1.4623207595477385, 0.11898993551388888] Predicted: 3.456747083436098 Movie Vector: [1.9812795657945268, 0.029746780797879683] User Vector: [1.665107437738708, 0.45866236987081055] Predicted: 3.3126870702209676 Movie Vector: [1.95385959285154, 0.13218759702227426] User Vector: [2.6427559077524965, -0.1710750745171691] Predicted: 5.140959978916464 Movie Vector: [-0.3192274948286069, -0.7563359154855069] User Vector: [2.0967588243579627, -0.1557432838435786] Predicted: -0.5515488275930153 Movie Vector: [1.8992446978444226, -0.16276730886366803] User Vector: [2.1532348478256016, -0.22889018659737317] Predicted: 4.126775707644374 Movie Vector: [1.3338753629966917, -0.6428229320566757] User Vector: [2.1045474045387556, -0.8555488298970633] Predicted: 3.3571703405249664 Movie Vector: [2.0670354798168686, -0.4030686837578316] User Vector: [1.7079834109039864, -0.2434483218434007] Predicted: 3.628588703925646 Movie Vector: [1.9704881533889125, -0.18859606689741334] User Vector: [1.660977579705773, -0.4945916534504058] Predicted: 3.366214684415849 Movie Vector: [1.1867609734319449, -0.6163263106343174] User Vector: [0.2520372445835816, 0.7535675892052018] Predicted: -0.16533556634532243 Movie Vector: [1.1481650520140665, 0.3263097182176102] User Vector: [2.2656637556236494, -0.8038073903665637] Predicted: 2.339065780770267 Movie Vector: [1.3342032425225134, 0.45911821472990205] User Vector: [1.998648585600661, 0.023951171697133886] Predicted: 2.677599842761715 Movie Vector: [1.535384732512353, -0.16103686760921082] User Vector: [1.941854418983251, -0.7421805146015031] Predicted: 3.101012052940548 Movie Vector: [0.8707779782876787, 0.5509125680770595] User Vector: [0.7842398586674422, -1.1576144685826333] Predicted: 0.04515443889303117 Movie Vector: [1.4172965431692295, -0.5790772247753521] User Vector: [2.1099928106098984, 0.0740112076175152] Predicted: 2.947627311879913 Movie Vector: [-1.6559314727783203, -1.3885211944580078] User Vector: [1.6807152753382613, -0.5704924369043775] Predicted: -1.9910084812921813 Movie Vector: [1.6438632775604478, -0.7932070603703077] User Vector: [1.3833176304848993, -0.8198644307634911] Predicted: 2.9243073089841434 Movie Vector: [1.8978589300583546, 0.4688140998984261] User Vector: [2.033642858807128, -0.9420247101827035] Predicted: 3.4179327935501296 Movie Vector: [1.9511261868567713, 0.4441396237826003] User Vector: [1.4746893998645878, 0.933857139500206] Predicted: 3.2920680641602105 Movie Vector: [1.9083379495566704, -0.1581028835928071] User Vector: [1.8576998193606555, -0.6619177949249379] Predicted: 3.6497701762495356 Movie Vector: [2.0799896109236338, 0.05621544484212421] User Vector: [2.2091777139070183, -1.2929705884404383] Predicted: 4.522381776813659 Movie Vector: [0.4812978292887957, 0.4207848895879039] User Vector: [0.5035708504247933, -0.6133644829917606] Predicted: -0.015726949050263894 Movie Vector: [2.077310341338343, -0.21543900832586588] User Vector: [1.4144310700826128, -0.4592299084601391] Predicted: 3.0371483250651012 Movie Vector: [2.120167939608877, 0.16341206986835083] User Vector: [2.026395582845916, -0.06406431393764594] Predicted: 4.285830065569708 Movie Vector: [0.1428000839297545, -0.789415413987121] User Vector: [2.113416532903336, -0.47169174754083937] Predicted: 0.6741567944363874 Movie Vector: [1.6591381647008865, -0.3449385976866999] User Vector: [2.0460153312342544, 0.306887216215888] Predicted: 3.288764875604394 Movie Vector: [0.555802610626466, -0.743392652302162] User Vector: [0.39505871178374646, -0.4947548155373008] Predicted: 0.5873717579216757 Movie Vector: [2.348084492872574, -0.2383439175556974] User Vector: [2.0637264840468017, 0.10617558595006722] Predicted: 4.820497849616624 Movie Vector: [1.8548834656342634, -1.1845603561868283] User Vector: [1.8408809318347024, -0.35547083405252844] Predicted: 3.8356962604608773 Movie Vector: [1.7539541389054247, -0.9151359637522674] User Vector: [2.092513271103638, 0.08008311493664688] Predicted: 3.5968853739989233 Movie Vector: [1.0397664890763467, 0.2320852016568008] User Vector: [1.9140011037383444, -0.21251942297595633] Predicted: 1.940791594584909 Movie Vector: [2.087649637602345, -0.5745898768067639] User Vector: [2.064644253845873, 0.3768659697789858] Predicted: 4.093710457171132 Movie Vector: [2.1298398061019057, 0.41299237382906695] User Vector: [1.9695073017572278, -0.10680091727061375] Predicted: 4.150627085340189 Movie Vector: [1.3429128960329575, -0.12137929688632551] User Vector: [2.154002931076923, -0.47397315651037486] Predicted: 2.950168842716211 Movie Vector: [1.6316838960147033, -0.39493618969077066] User Vector: [0.3511341205509091, -0.44925403400091063] Predicted: 0.7503665662357314 Movie Vector: [1.889672767276738, -0.48691703518874146] User Vector: [1.7510673195678583, 0.019647848200965472] Predicted: 3.299377355461802 Movie Vector: [0.651005917463089, 0.2925575679307271] User Vector: [1.835547422192316, -0.26832310441336976] Predicted: 1.1164522787845188 Movie Vector: [1.6344744786543444, -0.043403716539296415] User Vector: [1.7169952786067055, -0.03128212567742046] Predicted: 2.807742723368315 Movie Vector: [2.0689555795786636, 0.19850923687877978] User Vector: [2.148480637238226, -0.5642871454972844] Predicted: 4.3330947913975795 Movie Vector: [2.0818886782424277, 0.028289925899764617] User Vector: [1.1611678939901793, 0.39098131440052986] Predicted: 2.428483124449341 Movie Vector: [1.3249512313126937, 0.7471928243396367] User Vector: [2.2573942483197014, -0.4575584427407028] Predicted: 2.6490529037375095 Movie Vector: [1.4225361025870247, -0.4542453886250847] User Vector: [2.0491264387393793, 0.006813204733902987] Predicted: 2.911861471040212 Movie Vector: [-0.15072868034939602, -0.9010322985158215] User Vector: [0.868743602825012, 0.22883199081674518] Predicted: -0.33712959147535715 Movie Vector: [1.5404806934779607, -0.36273634361309703] User Vector: [1.9579979742424212, -0.9575613168440072] Predicted: 3.3636003680467446 Movie Vector: [2.356587626209945, -0.028426777582877694] User Vector: [2.0763305607870106, -0.44838868267237975] Predicted: 4.905801152825233 Movie Vector: [1.8363344131559558, 0.6843163347369087] User Vector: [1.9562540830640058, -0.1851687051772597] Predicted: 3.465622723972402
avg loss: 10.131043046692193: 67%|█████████████████████████████▉ | 46626/70000 [01:15<00:38, 602.44it/s]
Movie Vector: [1.5965538070357501, -0.3901589687456461] User Vector: [1.9727597769388368, -0.19913357122640474] Predicted: 3.2273108810310287 Movie Vector: [1.1430136652911667, -0.7062911932195828] User Vector: [1.8077980060765073, -0.8965124442426399] Predicted: 2.69953666901191 Movie Vector: [2.19271743978823, -0.21720264922348587] User Vector: [1.917289551037534, -1.308600229327849] Predicted: 4.488305672268217 Movie Vector: [2.2264650454541397, -0.4001241378856034] User Vector: [2.3514799537132727, -0.7794183363990959] Predicted: 5.54735201193264 Movie Vector: [2.0576086149600257, -0.3986127491128216] User Vector: [1.7982467039858057, -0.7004806327444512] Predicted: 3.9793084206632194 Movie Vector: [1.7286114038157656, 0.4152410148145564] User Vector: [0.8619824681463406, 0.17069755564350947] Predicted: 1.5609133505587995 Movie Vector: [1.7919126606161702, -0.9136832433805664] User Vector: [1.8232525222722304, -0.9060621014479437] Predicted: 4.094963037715145 Movie Vector: [1.0641310280179272, -0.5314719883552411] User Vector: [1.5748536981362005, 0.6022412170648843] Predicted: 1.355776347672555 Movie Vector: [2.088319563980427, -0.04819674439837612] User Vector: [1.5009466629048156, -1.2730910987279649] Predicted: 3.195815126916501 Movie Vector: [1.9187416860419477, -0.5356400888440146] User Vector: [1.9759634999894575, 0.2616432591838368] Predicted: 3.6512169189324517 Movie Vector: [1.9286182558046092, -0.8189633789353455] User Vector: [2.130902553052079, -0.1178425470665979] Predicted: 4.206206295684899 Movie Vector: [1.5562832623851932, -0.8183886754804749] User Vector: [1.7576308064371997, -0.48299165111397246] Predicted: 3.1306463031340948 Movie Vector: [1.713679165021996, -0.9607557371316203] User Vector: [1.6382979966159064, -0.5274784900413073] Predicted: 3.3142951284186655 Movie Vector: [1.9275231401691773, -0.660119884829731] User Vector: [2.036240693299947, -0.17652261631970462] Predicted: 4.041427144444583 Movie Vector: [1.8810564723646737, -0.5885316517273835] User Vector: [1.597617597981649, 0.5779582844900288] Predicted: 2.6650621792466422 Movie Vector: [0.8793433776421915, 0.30403122635873925] User Vector: [2.282073911348726, -0.8731172631479975] Predicted: 1.741271668964644 Movie Vector: [1.979830528219084, 0.39423234440057164] User Vector: [2.0548673517999747, 0.22440346714114615] Predicted: 4.156756219476965 Movie Vector: [1.7155230852285845, -0.5842128103314758] User Vector: [1.2795345605786808, 1.3099529418288554] Predicted: 1.4297797874727198 Movie Vector: [0.5544149322078891, -1.2561337399060057] User Vector: [1.5325529205177075, -0.5275573872426064] Predicted: 1.5123528573859233 Movie Vector: [2.196186648912475, 0.2546473044598758] User Vector: [1.6187916753840217, 0.1144043664510781] Predicted: 3.584301428384252 Movie Vector: [1.7396761255177038, -1.8515328740164987] User Vector: [1.5624155584600152, -0.03731215152892607] Predicted: 2.7871817203463904 Movie Vector: [2.2718867514664964, -0.24226417535361908] User Vector: [2.3242011114636183, -0.7192463555604138] Predicted: 5.45456933808384 Movie Vector: [2.0254608199272606, -0.013712417477364491] User Vector: [1.966181498222429, -0.4464301251546799] Predicted: 3.988545225766004 Movie Vector: [1.4953672631010304, -0.8156616746205881] User Vector: [1.7025124888124632, -0.5329336717196416] Predicted: 2.9805750119273586 Movie Vector: [-0.46395301818847656, 0.5464076995849609] User Vector: [1.1465499648859023, -0.5078960156180294] Predicted: -0.8094636102349211 Movie Vector: [0.5791041696252854, -1.2207655771374961] User Vector: [1.392892102933305, -0.8051611530338516] Predicted: 1.789542644318871 Movie Vector: [0.6645133023891482, 0.9334121614308842] User Vector: [2.0681275722402988, 0.10565785282730326] Predicted: 1.4729206075711319 Movie Vector: [2.1797033174593783, -0.20231866921031563] User Vector: [1.8821851039724358, -0.5040422959839367] Predicted: 4.204582281750525 Movie Vector: [1.636417288651309, -0.7326761370986095] User Vector: [1.6363985575769784, -0.7837582630793265] Predicted: 3.2520718673551086 Movie Vector: [2.1870899572440505, -0.6548056269019961] User Vector: [1.8030223544854942, 0.3545625360432473] Predicted: 3.711202540491987 Movie Vector: [1.7833018410164678, -1.0025709196671875] User Vector: [1.1424885772329014, -1.1432283965116137] Predicted: 3.1835695280000107 Movie Vector: [1.662955952280018, -0.7219722353506943] User Vector: [1.63804824503188, 0.029549717972193405] Predicted: 2.702668003259235 Movie Vector: [2.0682752356339646, -0.013249629431715497] User Vector: [1.5926274436854482, -0.24314354731687632] Predicted: 3.2972134632663006 Movie Vector: [1.6897916634694097, 0.1406173343753212] User Vector: [1.6108567352543286, 0.48722208974018544] Predicted: 2.790524153784353 Movie Vector: [1.0600958110408278, -0.7291598666857331] User Vector: [2.154415009065208, 0.09381204015499682] Predicted: 2.21548235166058 Movie Vector: [2.0119851903044275, -0.6376370926254957] User Vector: [1.9541860455241404, 0.19552558646153814] Predicted: 3.807119016208914 Movie Vector: [1.051588102183098, 1.5994737214009405] User Vector: [1.5771776498615422, -0.9525333347375268] Predicted: 0.13498921395241803 Movie Vector: [1.6639741633271927, -0.881954928492853] User Vector: [1.7158087555849457, -0.31532741070046977] Predicted: 3.133166002460101 Movie Vector: [2.2424494349596107, -0.20726531303156953] User Vector: [1.4710109498064066, 0.03270479957347697] Predicted: 3.2918891026915453 Movie Vector: [0.2521213078163915, 0.24860302726212197] User Vector: [-0.1030142230530103, -0.1396181598364454] Predicted: -0.06068157783592157 Movie Vector: [2.124010951686196, 0.2586149696214411] User Vector: [2.1216186261794494, -0.4179107002141181] Predicted: 4.3982632342662225 Movie Vector: [2.011296474651813, -0.19400597945880038] User Vector: [1.9034759011302524, -0.8458390004043876] Predicted: 3.992552193265866 Movie Vector: [1.8983180440608511, -0.441729314708693] User Vector: [1.7615427156537893, -0.19276035001504394] Predicted: 3.429116219824694 Movie Vector: [1.8992191001847514, -0.3781722700055481] User Vector: [2.0878460454377263, -0.1628508902901249] Predicted: 4.026862778593971 Movie Vector: [1.0609259367764134, -0.7360611137087913] User Vector: [2.134788413903462, -0.5898379826347707] Predicted: 2.6990092002458606 Movie Vector: [2.006991819696359, 0.20659909257395778] User Vector: [1.785718023137834, 0.6341086242266606] Predicted: 3.714927731080535 Movie Vector: [1.5438322854032496, -0.06507690568616639] User Vector: [1.8376232609598557, 0.1894920265470183] Predicted: 2.8246505639379453 Movie Vector: [1.9237271364895399, -0.6597908075731506] User Vector: [1.8897166110947656, -0.5349672894522327] Predicted: 3.9882656249709587 Movie Vector: [1.8115375056190515, 0.13568757124101732] User Vector: [1.7795404040829177, -0.671749819248692] Predicted: 3.13255608330524 Movie Vector: [1.910534888351894, 0.0406105110365059] User Vector: [1.4853603553456562, -0.643962961964071] Predicted: 2.8116811156887 Movie Vector: [1.9828312638703305, -0.21132752351031556] User Vector: [1.868736964756609, -0.5085015481393733] Predicted: 3.8128504505390075 Movie Vector: [0.9349283963477842, -0.32054614495375666] User Vector: [1.8420843214488116, -0.2988928109477282] Predicted: 1.81802587889322 Movie Vector: [2.1733740310815852, -0.4268268405187034] User Vector: [2.1243302766063934, 0.06348240380708102] Predicted: 4.589868262771187 Movie Vector: [1.7305573576068993, -0.967430317005903] User Vector: [1.9437943699855234, 0.015518579873007424] Predicted: 3.3488345040072898 Movie Vector: [1.2926394340939749, -0.2664876113708476] User Vector: [1.871188908294756, -0.5861670073293521] Predicted: 2.574978817148653 Movie Vector: [2.097590842631236, -0.23235221852014204] User Vector: [1.1759208103220518, 0.7704968590055491] Predicted: 2.2875740688382984 Movie Vector: [2.15058738844638, -0.18844778806143336] User Vector: [1.72623021910912, -0.6295262722119062] Predicted: 3.831041772295998 Movie Vector: [1.5639073958166798, 0.2590709991756587] User Vector: [0.13735601710951065, -0.6940810360157393] Predicted: 0.03499582350801217 Movie Vector: [2.320580753728286, -0.668443631238949] User Vector: [1.6502948118358938, -0.33299199766018533] Predicted: 4.052228758413505 Movie Vector: [1.3988453122282196, -0.10237003251367821] User Vector: [2.2966402482175567, -0.7695629425638435] Predicted: 3.2914246285453665 Movie Vector: [1.9936441097994702, -0.3478562675297794] User Vector: [1.7527670259254107, 0.6918566355710261] Predicted: 3.2537269901714825 Movie Vector: [1.7904791509529079, -0.5208383775329515] User Vector: [2.0096184459978836, -0.7466697242442036] Predicted: 3.98707417665792 Movie Vector: [-0.13372614577727424, -1.2575099198989061] User Vector: [2.078983978732532, -1.0841404942525394] Predicted: 1.0853029114780672 Movie Vector: [1.1458299249135975, 0.3133638208972075] User Vector: [1.217737909280772, 0.1453471801145118] Predicted: 1.4408670848729463 Movie Vector: [2.4920145996866077, -0.6644741019769236] User Vector: [0.6978668889986295, -0.7424224778293504] Predicted: 2.232414985265598 Movie Vector: [2.327550610473188, -0.4166042227624622] User Vector: [1.918784979582141, 0.37635644447238453] Predicted: 4.3092774665621345 Movie Vector: [1.8703958049145584, -0.6083194357335964] User Vector: [1.8726147441949168, -1.049895714378541] Predicted: 4.141202730313196 Movie Vector: [2.1685461176883494, -0.3809264091301678] User Vector: [1.4695220920687184, -0.40669478940394305] Predicted: 3.3416472133524744 Movie Vector: [1.0178946766925416, -0.5130273072730853] User Vector: [2.16444191162209, 0.05560491829517906] Predicted: 2.1746470583462383 Movie Vector: [1.94488045100574, -0.4862975774572694] User Vector: [1.7237179687328323, 0.11512552347536058] Predicted: 3.296440117266241 Movie Vector: [2.032779810008834, 0.043932786772568226] User Vector: [2.0945327917744416, -0.05881263451261101] Predicted: 4.255140167588946 Movie Vector: [1.453696616351769, -1.1397669330156255] User Vector: [2.0932846269601924, -0.433872483098113] Predicted: 3.5375142886538167 Movie Vector: [1.7520107797614601, -0.33215805127427217] User Vector: [2.092303829713885, 0.6761188017556429] Predicted: 3.4411605605738624 Movie Vector: [0.667934205500306, -0.023473605352144083] User Vector: [1.8715454522753152, -0.3704288285583444] Predicted: 1.258764524855859 Movie Vector: [-0.5603729853937781, 1.259241749709709] User Vector: [1.8162560771972427, -1.0636373051682788] Predicted: -2.3571573414352347 Movie Vector: [2.291387814298199, -0.25745991516894284] User Vector: [2.046272673506618, 0.49006074495425983] Predicted: 4.562633270980909 Movie Vector: [1.5608943706592084, -0.7303652916007874] User Vector: [2.2508796975792986, -0.13789921183958365] Predicted: 3.614102247049365 Movie Vector: [2.2125805180872407, -0.42565521383364474] User Vector: [1.9899383729893267, -0.28257907217534556] Predicted: 4.523180131662115 Movie Vector: [1.8629581933440216, -0.1619539041395288] User Vector: [1.5368463040984028, 0.9480060675643467] Predicted: 2.7095471303405896 Movie Vector: [1.1167335542142427, 0.21439850998958543] User Vector: [1.987630607816248, -0.3319174738250728] Predicted: 2.1484911813040513 Movie Vector: [1.7104738928931265, -0.3455805140061393] User Vector: [2.0228054031811147, -0.4443021611471739] Predicted: 3.6134980017677303 Movie Vector: [1.9981052743291563, 0.4738894519479888] User Vector: [1.4853917194225592, 0.22477528288886964] Predicted: 3.0744876646427306 Movie Vector: [1.6167314555392829, -0.2512059095985896] User Vector: [2.235920772210512, -0.12439581062362047] Predicted: 3.6461324072843793 Movie Vector: [1.6650464125433444, -0.9188636428323437] User Vector: [2.079465223202109, -0.7318499935188238] Predicted: 4.13487646095285 Movie Vector: [2.4100259593561266, -0.12490198899743701] User Vector: [2.0166261604529843, 0.3376657329849422] Predicted: 4.817946275342268 Movie Vector: [0.7729032016808274, 1.195000450979792] User Vector: [1.8155950761414752, -0.9021576253144058] Predicted: 0.32520047820011855 Movie Vector: [1.9495421496379393, 0.1861987097749943] User Vector: [1.9555205885948945, -0.3702175959122415] Predicted: 3.7434357732556793 Movie Vector: [2.090727451944558, 0.853548226489626] User Vector: [1.4762922619902445, -0.6888692666936623] Predicted: 2.498541618366747 Movie Vector: [2.1247890841392034, -0.42953629014564154] User Vector: [1.8475146767532722, -0.29942664540932634] Predicted: 4.054193628392198 Movie Vector: [2.499645682837981, -0.24395222304542702] User Vector: [0.6122034826045376, -0.5183900880210971] Predicted: 1.6567542066882708 Movie Vector: [2.2489002048394617, 0.02708854925275311] User Vector: [1.9780288134306239, -0.368067859152502] Predicted: 4.4384189793714794 Movie Vector: [2.127471069972495, 0.028425860663383807] User Vector: [2.054768549515719, 0.005011561318594792] Predicted: 4.371603102527786 Movie Vector: [-0.0022953717325456674, -0.38341117582610873] User Vector: [2.630362187436863, -0.1719135667571866] Predicted: 0.0598759237594336 Movie Vector: [2.2202947172805145, -0.2975778765087915] User Vector: [1.3149430625760106, -0.7868719120087765] Predicted: 3.153716808022162 Movie Vector: [1.4986270516147557, -0.7094977781353584] User Vector: [0.6805935909542311, -0.48234090634251137] Predicted: 1.3621757679134454 Movie Vector: [2.240200208196155, 0.20507258192791927] User Vector: [2.003929652536752, -0.12403656274568745] Predicted: 4.463767126647558 Movie Vector: [2.0040996272665828, 0.28830714816182396] User Vector: [1.4406019163580814, -0.5843050843449068] Predicted: 2.7186504310888218 Movie Vector: [0.666569293741665, -1.2296643244560466] User Vector: [1.7000313605625983, 0.2760721308282519] Predicted: 0.7937126530928293 Movie Vector: [2.028288015166473, -0.2369285785078837] User Vector: [1.8043008871945245, -0.38383315731101597] Predicted: 3.7505829095967798 Movie Vector: [1.7699234620456268, -0.15545558308568688] User Vector: [1.3994979770972364, -0.7982044939924996] Predicted: 2.6010896497850116 Movie Vector: [0.5448839466869224, -1.2017587074770135] User Vector: [1.7381292280673022, -0.9947675584097072] Predicted: 2.1425492888757196 Movie Vector: [2.2387175147761176, 0.031599041835450314] User Vector: [1.7487416719431115, -0.11965527396720024] Predicted: 3.911157617789993 Movie Vector: [1.9645707971920394, 0.22654227917811012] User Vector: [1.4830146357460547, -0.9375162754772424] Predicted: 2.701100171381901 Movie Vector: [1.6546294746163803, -0.33331448204411995] User Vector: [2.1918398833363577, 0.06807029488058688] Predicted: 3.6039940595273525 Movie Vector: [1.883432196491912, 0.07719890031383421] User Vector: [2.0221815003947032, 0.8976616871329033] Predicted: 3.8779402400942278 Movie Vector: [2.2058862421652834, -0.6610974105939589] User Vector: [1.7173827841180316, -0.25647921621280234] Predicted: 3.9579088017269286 Movie Vector: [2.098798648110235, -0.2966051801513042] User Vector: [1.87778476306047, 0.08020098047260545] Predicted: 3.9173040958919247 Movie Vector: [2.1402041020348053, -0.43078660986270584] User Vector: [1.724487393424144, 0.38323924535806675] Predicted: 3.5256606580395187 Movie Vector: [2.041148423120554, -0.34710396298806834] User Vector: [1.887781465739757, -0.49299378250548326] Predicted: 4.024362257627044 Movie Vector: [1.905136087414607, -0.5798205477541788] User Vector: [1.628197017657616, -1.2541707479232636] Predicted: 3.829130865798497 Movie Vector: [1.5663511173253384, -1.2968751073898244] User Vector: [1.5978447659761936, -0.9242747677352783] Predicted: 3.701454873163649 Movie Vector:
avg loss: 10.111054434555138: 67%|██████████████████████████████ | 46696/70000 [01:15<00:37, 628.71it/s]
[2.1459535019411664, -0.3746738327633505] User Vector: [2.0105945470312707, 0.239046087524343] Predicted: 4.225078095365739 Movie Vector: [0.29566724651500637, 0.06467558173441426] User Vector: [1.3123207622829647, 0.07368217353980706] Predicted: 0.3927757037658215 Movie Vector: [1.7400383751379744, -0.29020289627712703] User Vector: [0.4554012401775688, -0.5754636703926976] Predicted: 0.959416857844622 Movie Vector: [1.8966952596121913, -0.37797541177211186] User Vector: [2.2608199433357217, 0.761860950941389] Predicted: 4.000121762716402 Movie Vector: [-0.4837217162192753, -0.6384582600790534] User Vector: [2.0314380825494083, -0.3207095940706272] Predicted: -0.7778910262630014 Movie Vector: [2.2378344713303013, -0.29411354390039884] User Vector: [2.284317712251317, 0.19913268659242866] Predicted: 5.0533572997862635 Movie Vector: [0.36078441473342254, 1.1631131365515261] User Vector: [1.8528676148505474, 0.6644431904826134] Predicted: 1.441308361344903 Movie Vector: [1.4190472401924183, 0.35947240388834606] User Vector: [1.9100527550655144, -0.4719326035153565] Predicted: 2.5408083432386923 Movie Vector: [2.320409582460778, 0.047758627141482046] User Vector: [1.816027648194613, -0.43961124356495634] Predicted: 4.192932727415869 Movie Vector: [2.109020867292225, -0.8613554636318633] User Vector: [1.619980659379035, 0.6048219789702252] Predicted: 2.8956062991295632 Movie Vector: [1.9246389341467796, -0.29903717284203607] User Vector: [1.675261442020288, -0.2868925116961024] Predicted: 3.3100649217942775 Movie Vector: [1.976650907677468, -0.30794434717925195] User Vector: [2.1782419448273074, 0.21307398577193584] Predicted: 4.240008987934611 Movie Vector: [1.1835948763275324, -1.2471444051030458] User Vector: [1.7309274820014275, -0.3769140466807686] Predicted: 2.5187831435140753 Movie Vector: [2.4398051365289164, 0.21667351552170003] User Vector: [1.258900181294259, 0.030972248756481375] Predicted: 3.0781819947205964 Movie Vector: [2.0931109434135498, 0.028342056635331393] User Vector: [1.9755836489896534, -0.4347615781815055] Predicted: 4.12279371805743 Movie Vector: [-0.6303558020382865, -2.073549571502039] User Vector: [2.2777282589069174, -0.7142906915979773] Predicted: 0.04533793402234099 Movie Vector: [1.2607066247743164, -0.45976470136206216] User Vector: [0.8827670366206457, 0.5541765310290567] Predicted: 0.8581194439096016 Movie Vector: [1.611210671178539, -0.5335519732497923] User Vector: [1.4244362435155893, -0.8716569632922296] Predicted: 2.7601411687272805 Movie Vector: [1.6219947546011146, -1.0751416965796887] User Vector: [2.0189556893345513, 0.677722721768992] Predicted: 2.5460875809794015 Movie Vector: [0.972375747029627, -1.118650473806244] User Vector: [1.9003003466793746, -0.4378767444422316] Predicted: 2.337636996822054 Movie Vector: [0.5536154233377645, -0.3346998751172166] User Vector: [1.5995073902969597, -0.29315572369630527] Predicted: 0.9836311451221847 Movie Vector: [1.3049513198964156, 0.3020462143189618] User Vector: [2.1586892314015893, -0.16466690895439978] Predicted: 2.767247345290401 Movie Vector: [1.613967473503099, -0.6124561676384013] User Vector: [2.2408897428374375, 0.020529504997656274] Predicted: 3.6041497346919704 Movie Vector: [1.918762042814233, 0.662758791234662] User Vector: [1.9160567603624357, -0.07489145923959963] Predicted: 3.626822010661611 Movie Vector: [0.4858363620983762, -0.9360788598704727] User Vector: [2.0693593226670353, -0.7262730050878676] Predicted: 1.6852188117562654 Movie Vector: [2.2439709367989287, -0.3773072813081397] User Vector: [1.8828911788006315, 0.032561421253798975] Predicted: 4.212867421054892 Movie Vector: [1.4063305600211669, -0.7329278936577375] User Vector: [2.277876442388218, -0.4851694744176804] Predicted: 3.559041493834828 Movie Vector: [1.7249825414431066, -0.12359708604796829] User Vector: [2.0282735658933624, -0.21269979276821094] Predicted: 3.5250255650257625 Movie Vector: [0.7823988926462885, -1.0472127868682657] User Vector: [1.8019006704984353, -0.6572949206907432] Predicted: 2.098132734947489 Movie Vector: [1.4668566175744164, -0.7938145028655258] User Vector: [1.6075394637172638, -0.8266762435693147] Predicted: 3.0142574916854126 Movie Vector: [1.452344056162244, 0.47020010701180776] User Vector: [2.3314157823720745, -0.3512586250775648] Predicted: 3.220856010870639 Movie Vector: [2.2624249056421695, 0.09169705838126452] User Vector: [2.4136161046625144, -0.5191246062757006] Predicted: 5.413022988518695 Movie Vector: [1.7883228433568685, -0.6134586861032569] User Vector: [2.0490084479556665, -0.6854303030274665] Predicted: 4.084771786820909 Movie Vector: [1.8032900833397996, -1.00035429584732] User Vector: [1.8907324292000556, -0.5353156899271877] Predicted: 3.945044389878564 Movie Vector: [2.030170882752569, -0.17092731040058495] User Vector: [1.8106449584863142, 0.004296318662056903] Predicted: 3.67518431552812 Movie Vector: [1.659830542486957, 0.003350300449896114] User Vector: [1.7672861834698295, -0.2523429407040798] Predicted: 2.932550159970662 Movie Vector: [1.9770836313780413, 0.08477157763899858] User Vector: [1.5649650776257669, -0.24296633874560852] Predicted: 3.073470198803533 Movie Vector: [2.1381912434896653, 0.3852996778554963] User Vector: [0.8013979476095832, -0.6367112724599615] Predicted: 1.468217425963614 Movie Vector: [2.2390872034765086, -1.040676288589321] User Vector: [1.1733833124472939, -0.19848639858865239] Predicted: 2.8338676482923133 Movie Vector: [1.8548349295723456, 0.17239264336819685] User Vector: [1.8103730758296277, -0.528830796948639] Predicted: 3.266776677625632 Movie Vector: [0.8342862179186961, -0.8393534141896751] User Vector: [1.5625680113289342, -1.2940171108230223] Predicted: 2.3897666364015175 Movie Vector: [1.3332654412561746, -0.5736487062078418] User Vector: [1.8959118696523072, -0.5912638369203551] Predicted: 2.866931510551648 Movie Vector: [1.6719518886778764, -0.5062001330931288] User Vector: [1.661419454484512, 0.8187193891965091] Predicted: 2.363377531034349 Movie Vector: [2.226799427229438, 0.19353730065506392] User Vector: [2.1723571211803603, -0.16150331633415224] Predicted: 4.806146677292063 Movie Vector: [1.577898438035168, -0.08031983172174355] User Vector: [2.1044488195252766, -0.37795898259490746] Predicted: 3.350964107133631 Movie Vector: [1.820013783545221, -0.5566749537443654] User Vector: [1.5999151825704827, -0.293402263112059] Predicted: 3.075197376027945 Movie Vector: [1.6724814605741758, -0.3660841768221694] User Vector: [1.8134871998731472, -0.8596500052575032] Predicted: 3.3477279853062805 Movie Vector: [1.1420590555271886, -0.5971599904122225] User Vector: [2.0106598997720138, -0.7469726761628032] Predicted: 2.7423545422555895 Movie Vector: [1.8415636538560616, 0.5528207872485098] User Vector: [0.6151824240530182, -0.6021119116003474] Predicted: 0.800037611644496 Movie Vector: [2.165675857914093, 0.09037940871780759] User Vector: [1.972488116585847, 0.2640751941417591] Predicted: 4.29563685401598 Movie Vector: [2.097650687825693, -0.6629254489872848] User Vector: [1.721864362766441, -0.14242121479318698] Predicted: 3.7062846126616615 Movie Vector: [2.2755918554895675, -0.013775311396169797] User Vector: [1.9623459745055611, -0.5754196442080115] Predicted: 4.473425102020032 Movie Vector: [1.9436168139876902, 1.0857183484690085] User Vector: [0.5064587882694134, -0.35549848161765074] Predicted: 0.5983905921271074 Movie Vector: [2.0584387955747787, -0.619758422116141] User Vector: [2.0835524299738553, -0.4225455577545174] Predicted: 4.550741322618411 Movie Vector: [2.1426363010530216, -0.09426777156281876] User Vector: [1.937852277901526, -0.54140301987485] Predicted: 4.203149492911081 Movie Vector: [2.224343776229968, -0.22755154506413505] User Vector: [1.464646782067365, -0.9260831114405056] Predicted: 3.4686095969328825 Movie Vector: [1.345791794582605, -0.4063506042216878] User Vector: [0.7755268252407367, 1.297296021696916] Predicted: 0.5165406156167476 Movie Vector: [1.953201457028612, -0.6091405547776738] User Vector: [1.7489616792818756, 0.009489653420561569] Predicted: 3.410293967511319 Movie Vector: [2.4929958615417047, 0.5625355123808599] User Vector: [1.776562208224849, -1.0186560033352616] Predicted: 3.8559320560999 Movie Vector: [1.9153876046883664, -1.392796349261819] User Vector: [0.6202602380691636, 0.6754483358316266] Predicted: 0.24727679541747072 Movie Vector: [2.0807772205519397, 0.2464910094066931] User Vector: [1.1573667150003315, -0.43659040138812033] Predicted: 2.3006066876622877 Movie Vector: [1.6906851647033874, -0.5821848945198127] User Vector: [1.9378473554848608, -0.2725578263886187] Predicted: 3.434968824784553 Movie Vector: [1.8269095131702326, -0.54461987306204] User Vector: [1.640151970126703, -0.7644426947960894] Predicted: 3.412739920672423 Movie Vector: [1.1675049370896842, 0.05415331375670713] User Vector: [1.9487071376210332, -0.5995973986823104] Predicted: 2.242655018055914 Movie Vector: [2.1866546932352007, 0.9715641917648108] User Vector: [1.6798323285275862, 0.9329438758779488] Predicted: 4.5796281077523515 Movie Vector: [1.330227517591076, -0.6141518623687813] User Vector: [1.3603149756682962, 0.0841806433810527] Predicted: 1.757828714317327 Movie Vector: [1.805934881562738, -0.4916516539291099] User Vector: [1.7908264082610152, 0.15700622299001157] Predicted: 3.1569235082920786 Movie Vector: [2.3108179836876235, -0.0003169067603094761] User Vector: [1.195548550848409, 0.5310421224281786] Predicted: 2.762526800833574 Movie Vector: [2.4340062946136793, 0.33394911025643714] User Vector: [1.908643394473537, -0.6563899176202731] Predicted: 4.426449207350823 Movie Vector: [-0.2885690147637307, -0.9404108672478728] User Vector: [2.0048482858382983, -0.9632163379694061] Predicted: 0.3272820171420172 Movie Vector: [1.105291783510747, -0.7396065740720212] User Vector: [1.963821798800104, -0.23272773598204052] Predicted: 2.342723061994265 Movie Vector: [2.0821944266418693, 0.030744426214735436] User Vector: [1.8694834078439313, 0.05143842795917959] Predicted: 3.8942093774650752 Movie Vector: [1.439174502096314, -0.12426513146768653] User Vector: [0.27609644607268996, -0.9647593416023131] Predicted: 0.5172369117261155 Movie Vector: [1.7927006842310556, 0.5681740771672469] User Vector: [1.961396133321089, -0.35555085099002165] Predicted: 3.314181413605578 Movie Vector: [2.292960659038671, 0.08252025849030652] User Vector: [1.7657994018317629, 0.6335445059914361] Predicted: 4.101188816553777 Movie Vector: [2.220112753774343, -0.13474537467250405] User Vector: [1.7780736945797313, 0.1604780495976587] Predicted: 3.9259004115673775 Movie Vector: [1.5780208298738263, -1.2014939215130336] User Vector: [1.0751306329652237, -0.9726645746560059] Predicted: 2.8652291077748058 Movie Vector: [1.6979436594997912, 0.023970212859009035] User Vector: [2.094492473379479, -0.08027935820452804] Predicted: 3.5544059017403744 Movie Vector: [1.9092316487201741, -0.4564161250411555] User Vector: [1.7580449106503413, -0.21370514246250855] Predicted: 3.4540534563091687 Movie Vector: [1.4563126926119385, 0.472538305618] User Vector: [1.9272191991262844, -0.5439708180962965] Predicted: 2.5495867324441615 Movie Vector: [1.8375497926215971, -0.6011103398517217] User Vector: [1.6594242407812483, -0.037459251798035775] Predicted: 3.0717918130977426 Movie Vector: [2.1480121978321103, 0.1375393070253691] User Vector: [2.1778654321969704, -0.7816090667213649] Predicted: 4.570579544194391 Movie Vector: [1.7399418663242108, 0.02236047248874867] User Vector: [2.022270685424629, -0.513128905840945] Predicted: 3.5071596258282316 Movie Vector: [1.614020663250977, -1.0340574488209497] User Vector: [2.406591671891122, 0.1927828807512007] Predicted: 3.684940112594046 Movie Vector: [2.165041476673195, -0.31482908810345894] User Vector: [0.6514628400540626, -0.4092756641548519] Predicted: 1.5392959533571708 Movie Vector: [1.7834918847703678, -0.29960013619452275] User Vector: [2.2894380994572723, 0.6053652257404624] Predicted: 3.9018267669868685 Movie Vector: [1.7499046927197996, 0.35930604580656184] User Vector: [1.2861497228368137, 0.028331746430958402] Predicted: 2.260819203313312 Movie Vector: [1.8120913002631467, -0.6547863223927604] User Vector: [1.765113849278083, -0.8413881985261775] Predicted: 3.7494769344684347 Movie Vector: [1.8602848096083233, 0.7893113903625721] User Vector: [1.657601359890465, -0.15320148789513424] Predicted: 2.9626869507742084 Movie Vector: [2.0692302719557962, -0.2969358529780241] User Vector: [1.8621183134523094, -0.5021797093094867] Predicted: 4.00226674449086 Movie Vector: [1.796446484438396, -0.5304216522876462] User Vector: [2.038692895401959, -0.5682818647782487] Predicted: 3.9638316904751676 Movie Vector: [1.952001957948661, -0.8131011116523288] User Vector: [1.6595051649032297, -0.8335207017838661] Predicted: 3.9170939403227107 Movie Vector: [1.1159848829641665, -1.220229896503017] User Vector: [1.9415729227367973, -0.7562610000081719] Predicted: 3.0895783127160588 Movie Vector: [2.313955603699633, 0.11685729877258264] User Vector: [1.1087721902387204, -0.4634042974242272] Predicted: 2.5114974483926007 Movie Vector: [1.7711980958145417, -0.8640663670871396] User Vector: [1.4945318831198406, 0.022214128192720874] Predicted: 2.6279175444704905 Movie Vector: [1.921886388950411, -0.4878333295228412] User Vector: [0.7758709551202457, -0.036379659953113486] Predicted: 1.5088830388693917 Movie Vector: [1.0922527896089906, -1.5893393959856288] User Vector: [1.706382580170971, -0.8167351556207554] Predicted: 3.1618704922464502 Movie Vector: [1.7540870683590255, -1.0308009698972316] User Vector: [0.17419702885014499, -0.8336045578990279] Predicted: 1.1648371424456743 Movie Vector: [1.328427705635354, -0.2776986141370076] User Vector: [2.0915764080138004, -0.16852419166763422] Predicted: 2.825306983333469 Movie Vector: [0.13721320187890676, -1.1256524286323757] User Vector: [2.083353523861603, -0.9297450510764551] Predicted: 1.3324333824078978 Movie Vector: [0.024042476254428347, -0.7178189059624094] User Vector: [2.0480433876902104, -0.22722460087908777] Predicted: 0.2123461489273528 Movie Vector: [2.070419560474169, -0.28562971213435456] User Vector: [1.48506579536278, 0.22272697821788956] Predicted: 3.0110918286372987 Movie Vector: [2.0212274887378117, 0.012281708374338061] User Vector: [2.042186478427686, -0.6830901235241864] Predicted: 4.1193339336361925 Movie Vector: [2.0235999189677, 0.053476076553108716] User Vector: [1.540767264733422, 0.43683275769807867] Predicted: 3.1412566140542055 Movie Vector: [0.8740149119835755, -1.180806664342602] User Vector: [2.014683514936581, -0.5447832993455888] Predicted: 2.4041471854718783 Movie Vector: [1.8634760397371612, -0.8626947843870244] User Vector: [1.8438986276193536, -0.5688847006474108] Predicted: 3.926834776438995 Movie Vector: [1.6356283627448247, -0.399982886912075] User Vector: [1.1970749439776989, 0.5108930024287455] Predicted: 1.753621272686469 Movie Vector: [1.859332322913155, -0.8635474362660974] User Vector: [1.5507447846367082, 0.4822198267732846] Predicted: 2.4669302075372794 Movie Vector: [2.208301371548158, -0.09674443608054976] User Vector: [0.9259266920164334, 1.251884036733729] Predicted: 1.923612368760892 Movie Vector: [1.5269855620600943, -0.9400803706178025] User Vector: [2.1285391887027494, -0.07979871386224797] Predicted: 3.325265813930651 Movie Vector: [1.5119606691217555, -0.32543376974314314] User Vector: [1.371535873595036, -0.7948192479374043] Predicted: 2.3323693212859213 Movie Vector: [1.4195147500104661, -0.2837905443861907] User Vector: [2.071193821611573, -0.059317040348702124] Predicted: 2.95692379508011 Movie Vector: [2.2160659209536395, -0.36633794053856256] User Vector: [2.1159155878408065, 0.2805974633958191] Predicted: 4.58621492896783 Movie Vector: [2.05328504950264, -0.3315192159058485] User Vector: [2.150533891996494, -0.3803048530112454] Predicted: 4.541737455560603 Movie Vector: [2.1670154464589175, 0.03650515848272866] User Vector: [1.895734381780108, -0.22398609372171668] Predicted: 4.099909039851502 Movie Vector: [1.4958302156337433, -0.9389123599051264] User Vector: [1.712754156347067, -0.7463204088659255] Predicted: 3.262718875349888 Movie Vector: [2.2294946846278565, 0.3127590251616964] User Vector: [1.7093175507557972, 0.8042177621630872] Predicted: 4.062440757063004 Movie Vector: [1.2155950546173746, -0.3828364217028575] User Vector: [1.4932993074660867, -0.2229141903634273] Predicted: 1.9005869242048494 Movie Vector: [1.6680223853284764, 0.28183290551325396] User Vector: [2.143440826058068, -0.5863972220041733] Predicted: 3.410041246629482 Movie Vector: [2.146585003049902, -0.7722790659127112] User Vector: [1.5241826416645265, 0.004468800037389829] Predicted: 3.2683364397874293 Movie Vector: [2.3754333832741055, -0.6175883833623673] User Vector: [2.016268104217242, -0.5757460622017001] Predicted: 5.145084644170828 Movie Vector:
avg loss: 10.095296519165986: 67%|██████████████████████████████ | 46823/70000 [01:16<00:38, 603.69it/s]
[1.7828256630729558, 1.3127000114130993] User Vector: [0.7974941088940823, -0.5473835893251963] Predicted: 0.70324251953134 Movie Vector: [1.6651486576648633, -0.3970830442125095] User Vector: [2.265280317397393, -0.1995408852266894] Predicted: 3.8512627818995773 Movie Vector: [1.9531250136680056, -0.3102456324048662] User Vector: [1.575639506371434, 0.23198262662777522] Predicted: 3.0054493357124805 Movie Vector: [1.5517199163422342, -0.2475889821927447] User Vector: [1.8313062629783807, -0.13096890283071771] Predicted: 2.8741008585365804 Movie Vector: [2.352434633214174, -1.2973387474307998] User Vector: [1.721149588279962, 0.6274619703042867] Predicted: 3.234861173797074 Movie Vector: [2.045255060096612, 0.026228097188453526] User Vector: [2.2435736134349913, 0.28766013969298276] Predicted: 4.596225063678268 Movie Vector: [1.973947534287689, -0.4902744142826725] User Vector: [1.628504603330041, -0.491483654239965] Predicted: 3.455544507031492 Movie Vector: [2.000858935359024, -0.32224807365250374] User Vector: [1.2650921341491204, -0.6041700545291085] Predicted: 2.725963536895218 Movie Vector: [1.9247249954431336, -0.6600732953792722] User Vector: [0.42993761808196007, 0.22191726983573418] Predicted: 0.6810300164015881 Movie Vector: [1.6092025110027484, -0.5824094459579415] User Vector: [2.180050993624975, -0.3708216967053428] Predicted: 3.7241135919826887 Movie Vector: [2.1504996749804866, 0.8242774269449025] User Vector: [2.2153476002694026, -0.7636137994092516] Predicted: 4.134674676591472 Movie Vector: [2.0386732622336234, -0.5197595887872007] User Vector: [1.7557275798682033, -0.1196866683686921] Predicted: 3.6415631663780763 Movie Vector: [2.0278622260239345, 0.41852233509585046] User Vector: [1.9279093369576372, 0.09095014898626064] Predicted: 3.947599188346287 Movie Vector: [1.9023956532403536, -0.5202202968710582] User Vector: [1.697773642229409, 0.12161263846530806] Predicted: 3.1665718342775757 Movie Vector: [2.248291124342063, 0.24828666452798817] User Vector: [1.891597072403036, 0.18557336752216122] Predicted: 4.29893630116248 Movie Vector: [2.0669925467830024, -0.5216900937568582] User Vector: [1.3697140218756987, 0.8736311405796432] Predicted: 2.3754239628033345 Movie Vector: [1.0018440759892697, -0.4492558345294683] User Vector: [2.1895850608143395, -0.574513128343391] Predicted: 2.4517261969734965 Movie Vector: [0.9991915596663195, -0.28389443537704406] User Vector: [1.7601796593385168, 0.17106048224791326] Predicted: 1.7101935400842874 Movie Vector: [2.0519651242946155, -1.1036263371968205] User Vector: [1.8918120740795041, -0.3159422871057429] Predicted: 4.230614626814702 Movie Vector: [1.1798868548843275, 1.7816649089859973] User Vector: [1.803200148844517, -0.7216605828398167] Predicted: 0.8418148157030247 Movie Vector: [1.6848729392754045, -0.7215768619015434] User Vector: [2.2764254484553055, -0.2021986314574851] Predicted: 3.9813894903481004 Movie Vector: [-0.18391384577507447, 0.06188194613446252] User Vector: [2.1059992590032834, -1.1155232882383161] Predicted: -0.45635317495725297 Movie Vector: [2.014834983691976, -1.4630466829029116] User Vector: [2.052307026199082, -0.220553119830067] Predicted: 4.457739504034023 Movie Vector: [2.5045134164464358, 0.5559315069634696] User Vector: [1.681289586009599, -0.06732370280108704] Predicted: 4.173384957540145 Movie Vector: [2.168175542456326, -0.6376917223125582] User Vector: [1.9002932211160781, -0.007302232036086119] Predicted: 4.1248258584432484 Movie Vector: [1.4040003507848873, -0.6740397140137656] User Vector: [1.949202925658308, -0.42925075198345375] Predicted: 3.026013645482314 Movie Vector: [1.9925534944050316, 0.42026007298243795] User Vector: [1.9676683743300565, -0.7155930866448375] Predicted: 3.6199492922825347 Movie Vector: [2.226041707578048, -0.13421026358825952] User Vector: [1.756850700671013, 0.7199853451138246] Predicted: 3.8141935107339817 Movie Vector: [2.300661614348451, -1.051092052073889] User Vector: [1.6771816598650473, -1.221278736486428] Predicted: 5.14230383842846 Movie Vector: [1.0060119838177606, 0.857481573092192] User Vector: [1.7565579432596907, -0.403920657640115] Predicted: 1.4207638202718482 Movie Vector: [2.1216308539485156, -0.3094198694182977] User Vector: [2.1055423117245677, -0.8057017019370677] Predicted: 4.716483648252394 Movie Vector: [1.8617503321572308, 0.14143569269714984] User Vector: [1.748590515282895, -0.009533695493482002] Predicted: 3.254090567808829 Movie Vector: [1.8850266956379118, -0.3602245626882615] User Vector: [1.9134836891178737, -0.07668362212220961] Predicted: 3.6345911598992315 Movie Vector: [2.3197895308467738, -0.0957909153397012] User Vector: [1.8881142243156537, -0.003720213286394277] Predicted: 4.3803839732462935 Movie Vector: [1.7251646816047967, -0.9168863534717019] User Vector: [1.4998998921803286, -0.304025115861666] Predicted: 2.8663307997785603 Movie Vector: [1.983239435329285, 0.38325452945210076] User Vector: [1.7981290390978741, -1.3497431285819086] Predicted: 3.048825252523792 Movie Vector: [1.6819208044180407, 0.2572046829523735] User Vector: [2.153136585768736, -0.9744729091924916] Predicted: 3.3707662227035344 Movie Vector: [1.6012978899001533, -1.0388690557087925] User Vector: [1.9496540558123339, -0.5620789777687654] Predicted: 3.7059033824759666 Movie Vector: [2.2893231847224196, -0.20622317490781747] User Vector: [2.1830716242545325, -0.3533533026999553] Predicted: 5.070626123262479 Movie Vector: [1.7607896822336946, -0.9139395347772374] User Vector: [1.8336535682255313, -0.6997950326316837] Predicted: 3.8682486302853363 Movie Vector: [2.0242128325926942, 0.0250407776408077] User Vector: [2.0981039055923625, -0.781656254493033] Predicted: 4.227435569352604 Movie Vector: [1.2488489964707559, -0.8403506118950388] User Vector: [1.9974537923736218, -0.42510835360281174] Predicted: 2.8517582291743184 Movie Vector: [2.1435701391006026, 0.6284921037522356] User Vector: [1.946489284912906, -0.6731623643642402] Predicted: 3.74935907667248 Movie Vector: [1.1560624395832135, -0.6894493802701548] User Vector: [1.603892225583889, -0.03113653542848146] Predicted: 1.8756666241919868 Movie Vector: [1.1925318242020588, -1.700561729140004] User Vector: [2.0014585360572728, 0.26859283014192264] Predicted: 1.9300443114084063 Movie Vector: [2.0068013666284914, -0.6092863236456494] User Vector: [2.272443176144083, -0.4042606700252812] Predicted: 4.806652568905766 Movie Vector: [2.273630879354335, -0.0004563428489430324] User Vector: [1.5584285248905818, -0.24324660705539972] Predicted: 3.543402221307512 Movie Vector: [2.2899214918911235, -1.0432713827342004] User Vector: [1.141605949200876, 0.5244576049816824] Predicted: 2.0670363876111457 Movie Vector: [1.5529634727831454, -0.765956561361884] User Vector: [1.712054946753669, -0.837447820203856] Predicted: 3.3002074483894916 Movie Vector: [1.8187274636188822, -0.7481559069172126] User Vector: [1.2714444565508283, 0.4499222759985649] Predicted: 1.9757989431530132 Movie Vector: [2.262429336573038, -0.8040802033106813] User Vector: [1.9609502329870676, 0.04434461236493847] Predicted: 4.400854709743542 Movie Vector: [1.781681767923783, -0.3049185782525706] User Vector: [1.82805081675352, -0.342983191074632] Predicted: 3.361586758034934 Movie Vector: [1.882836582934203, -0.3076865678306706] User Vector: [2.1107617798681035, -0.8594162862600595] Predicted: 4.2386503444521155 Movie Vector: [2.3252763473973177, -0.29137031058274876] User Vector: [1.8938648511475351, -0.5439224683624061] Predicted: 4.562242002080194 Movie Vector: [1.2959978507976042, -1.59876086714159] User Vector: [1.4803030537534, -0.3962964332694556] Predicted: 2.552052805492531 Movie Vector: [2.0651211726946324, 0.25239689915588254] User Vector: [1.9773954305119223, -0.5082329302123105] Predicted: 3.9552847547052927 Movie Vector: [1.7447225634093488, -0.00877105397602351] User Vector: [2.124326585729679, -0.7877190689611525] Predicted: 3.7132696526447164 Movie Vector: [1.4289263603753772, -0.6594901487541485] User Vector: [1.8321359216757307, -0.2698562092091233] Predicted: 2.7959548258266445 Movie Vector: [2.07338874322321, -0.35688613422487775] User Vector: [2.0307305168266625, 0.10767194492068094] Predicted: 4.172067169921037 Movie Vector: [1.169387759239749, 0.7982676359064255] User Vector: [2.1126627170351995, -0.5915975622204772] Predicted: 1.9982687333014069 Movie Vector: [1.410166860173656, -0.18678540683568473] User Vector: [1.446988008828491, -0.20598453320082658] Predicted: 2.0789694419543787 Movie Vector: [1.6813029210005477, -1.2949326424973744] User Vector: [2.0854271339054073, 0.22598065431977127] Predicted: 3.2136050059173744 Movie Vector: [0.056305793004848614, 1.5962607919453813] User Vector: [2.0613442441688377, 0.7110016419066442] Predicted: 1.2510096663082728 Movie Vector: [2.3298519386739414, 0.4903575637811603] User Vector: [1.3224133554706794, -0.6407746264084363] Predicted: 2.7668186352332502 Movie Vector: [2.0338040108753406, 0.21051146163600962] User Vector: [1.3075132728278485, -0.2864122055240856] Predicted: 2.5989326865347535 Movie Vector: [1.7721324639013538, -0.018934887277796044] User Vector: [1.6980214244938563, 1.0292568769833326] Predicted: 2.9896300278000085 Movie Vector: [1.9231223515732458, 0.03515334364243657] User Vector: [1.8628441273336243, -0.47397464764682196] Predicted: 3.565815385105719 Movie Vector: [1.512417228418827, -0.401502187764074] User Vector: [2.2007610479082222, -0.9671900248538309] Predicted: 3.716797835451869 Movie Vector: [1.98505969317244, 0.018510138858676854] User Vector: [1.5677221990189039, -0.07199815947918836] Predicted: 3.1106894514345593 Movie Vector: [1.998351042565038, 1.047298766061822] User Vector: [2.023084080911032, -0.8162899201052155] Predicted: 3.187932756210397 Movie Vector: [1.9067033302570862, 0.02210868069020755] User Vector: [1.9307235920765364, 1.1006737352907718] Predicted: 3.705651546975898 Movie Vector: [1.9370960660848233, 0.13327276027264254] User Vector: [2.1457188508950193, -0.3026932281776368] Predicted: 4.116122782957719 Movie Vector: [1.952522394469144, -0.8901676118498065] User Vector: [1.9640112196194706, -0.326431640796949] Predicted: 4.125354763416107 Movie Vector: [2.1204089004471243, -0.6648078575893528] User Vector: [1.9166288546981598, 0.030704868238754044] Predicted: 4.043624044684387 Movie Vector: [1.793998585285473, -0.4359657148467605] User Vector: [1.4809740770535684, 0.10291996503144135] Predicted: 2.611995822951625 Movie Vector: [2.2025050131761077, -0.09555982581380935] User Vector: [1.9292833040802722, -0.47121961537238477] Predicted: 4.2942858134388 Movie Vector: [1.648079576277035, -0.942834210801212] User Vector: [1.8414373099820103, 0.07310353485938771] Predicted: 2.965910707979945 Movie Vector: [1.2669805685962305, 1.0176645475733512] User Vector: [0.39599131077902994, -1.9560214226281012] Predicted: -1.4888603600126276 Movie Vector: [1.2221893092322462, 1.141624713811788] User Vector: [1.6624489758259413, -1.2145478869765987] Predicted: 0.645269481518191 Movie Vector: [0.1299171680855965, -1.4135472648779046] User Vector: [1.9723907022799771, -0.34483031243233553] Predicted: 0.7436813593842967 Movie Vector: [1.6003128242737952, -0.864643867573623] User Vector: [-0.006730672566979928, -0.5510248592848597] Predicted: 0.46566908383634664 Movie Vector: [1.813157300343789, -0.7151753156407985] User Vector: [1.9393754144616078, -0.4645046007237908] Predicted: 3.848594915277566 Movie Vector: [2.377393651736596, 0.029254860975690244] User Vector: [2.1014724699886704, -0.256253978725221] Predicted: 4.988530634928216 Movie Vector: [1.4401385709760546, 1.281945483759185] User Vector: [1.8927549743945289, -0.7187893631840595] Predicted: 1.8043806661244097 Movie Vector: [1.3662052154541016, 1.253824234008789] User Vector: [1.8253919082855936, -0.5667179516474864] Predicted: 1.7832952437240537 Movie Vector: [2.4417907290465237, -0.7281296512705344] User Vector: [1.4095152963980748, 0.2952809149701736] Predicted: 3.2267385935500053 Movie Vector: [2.020132529161058, -1.278731670310079] User Vector: [1.785742892831147, -0.7322762261145271] Predicted: 4.543822108274159 Movie Vector: [1.5794149336037402, -0.7667526520248175] User Vector: [-1.0907398470311467, 0.509807979957063] Predicted: -2.113627423733145 Movie Vector: [2.2554649636352146, -0.3611131236790417] User Vector: [1.9773066829937302, 0.8920753915483657] Predicted: 4.137605814654886 Movie Vector: [2.265356722335457, -0.7719308352944931] User Vector: [2.211329875964653, 0.6112534394768716] Predicted: 4.537605621705745 Movie Vector: [2.291132718747294, 0.5441227646105894] User Vector: [1.7273031213271703, -0.011150881889445425] Predicted: 3.9514132477854753 Movie Vector: [1.9889377476586556, -0.6269291412950612] User Vector: [0.790373316898269, 1.508220086880984] Predicted: 0.6264562007688859 Movie Vector: [2.0412201437600275, 0.19395483901735242] User Vector: [1.9475593831261018, -0.4284617116261928] Predicted: 3.892295221702294 Movie Vector: [1.0185843209384746, -0.4621302763543613] User Vector: [1.471383572710967, -1.2064452031998023] Predicted: 2.056263092410945 Movie Vector: [1.864715848015986, 0.6648712539124496] User Vector: [1.9708837021354269, -0.4684533354874539] Predicted: 3.3636769174033354 Movie Vector: [2.2849200972102484, 0.07963541564451258] User Vector: [1.5885106871910597, -1.021304848880973] Predicted: 3.5482879576557225 Movie Vector: [2.536650971707651, -0.2752868617717246] User Vector: [-0.6562218967121396, 0.29886417812830607] Predicted: -1.746879293643614 Movie Vector: [0.6958649381663629, 0.2304249278150277] User Vector: [2.371452812339219, -0.8422146856456817] Predicted: 1.4561436064782154 Movie Vector: [0.6570103409979753, -1.2914506056923443] User Vector: [2.0303488632285625, 0.09635053602655283] Predicted: 1.2095282408643755 Movie Vector: [2.073357103501728, -0.46583695171591344] User Vector: [1.598907378665602, -0.16376650782766566] Predicted: 3.3913944621972534 Movie Vector: [1.5950320113196546, -0.4173087794734383] User Vector: [1.224467632038135, -1.309222868953235] Predicted: 2.499415267427189 Movie Vector: [1.4672237457372377, 0.10643714673500813] User Vector: [2.451110933578416, -0.8158371289824743] Predicted: 3.5094927889730454 Movie Vector:
avg loss: 10.074513379719015: 67%|██████████████████████████████▏ | 46945/70000 [01:16<00:38, 601.81it/s]
[2.1904740645173084, 0.8070043424449221] User Vector: [1.9574525954629236, -0.42752166779406686] Predicted: 3.9427373004845174 Movie Vector: [-1.168560808620538, -0.682048266559949] User Vector: [1.9160735766172687, 0.05465058069122952] Predicted: -2.2763228218952696 Movie Vector: [2.1549680160913827, -0.2193631559488577] User Vector: [2.197011231896111, 0.03718019040117032] Predicted: 4.726332971824467 Movie Vector: [1.1769771575927734, 0.39649009704589844] User Vector: [1.6316144509459352, -0.08302827672435001] Predicted: 1.8874530492656492 Movie Vector: [1.7395655411693856, 0.39158640889227253] User Vector: [1.8718465977014465, -0.8188327281598972] Predicted: 2.935556072212993 Movie Vector: [2.024743897654738, 0.22298616004655916] User Vector: [2.142767297616609, -0.22090340716532383] Predicted: 4.289296607438366 Movie Vector: [1.8453244004161617, -0.0424647439915813] User Vector: [2.060351512977854, 0.690049536199417] Predicted: 3.7727141434361724 Movie Vector: [2.1575012844884394, -0.6376507044803477] User Vector: [1.813777003766222, -0.03229257842635327] Predicted: 3.9338176007842676 Movie Vector: [2.2091391436327514, -0.661583208883373] User Vector: [1.4630564546054927, -0.6239917334237847] Predicted: 3.644917736528753 Movie Vector: [1.0140359943341972, -0.6782739929812825] User Vector: [1.618519692111675, -0.13887015992969137] Predicted: 1.735429243221402 Movie Vector: [1.9191326993573457, -0.24049037075863677] User Vector: [2.0868307402051482, -0.9371814589419035] Predicted: 4.230288228080852 Movie Vector: [2.2664948805797587, -0.3785662757244497] User Vector: [2.2778364839397427, -0.20280293254937037] Predicted: 5.239479080528436 Movie Vector: [2.366945710346377, -0.19799772571134255] User Vector: [1.4601867016275625, 1.2249208717951028] Predicted: 3.213651102930399 Movie Vector: [1.4451725148798513, -0.14522389043137207] User Vector: [-0.1332419423323511, -0.7278088103814929] Predicted: -0.08686236595409078 Movie Vector: [1.8078329311071946, -1.4197425257785152] User Vector: [1.6556909263421238, -0.17652450051140117] Predicted: 3.2438319205945154 Movie Vector: [1.6599478216381334, 0.4390234805232048] User Vector: [2.067477778595204, -0.12750153264427194] Predicted: 3.3759290682308247 Movie Vector: [2.1393626439985436, -0.7170450699354071] User Vector: [1.8498034515065216, -0.027569898399354288] Predicted: 3.977169262618501 Movie Vector: [2.0103435514548247, -0.0763490244371468] User Vector: [2.221325822891673, 0.0621305417085103] Predicted: 4.460884437483161 Movie Vector: [2.2235499118550424, -0.0786529307462383] User Vector: [2.0409015681035827, 0.2216225404054763] Predicted: 4.5206152395392225 Movie Vector: [2.217565353491364, 0.10134552621465566] User Vector: [1.754627728597634, -0.8731437472261052] Predicted: 3.8025124466896956 Movie Vector: [2.16371212437572, -0.19323415200750474] User Vector: [1.9396707254776469, -0.549662204134035] Predicted: 4.303102575919049 Movie Vector: [1.8540194422996588, -0.13874863369060847] User Vector: [2.097393699320431, -0.31244812210819967] Predicted: 3.931960446738593 Movie Vector: [1.7895823973811202, 0.20444816038900024] User Vector: [1.9192776692308953, 0.18605006184906783] Predicted: 3.4727431254275762 Movie Vector: [0.46528200280517923, -0.7667731790579838] User Vector: [1.7666734190146782, -0.02146458879518986] Predicted: 0.8384598176894832 Movie Vector: [2.0768339588435043, -0.1472102417634713] User Vector: [2.007525568744504, -0.5557221013590673] Predicted: 4.251105259309579 Movie Vector: [-0.6918060800277798, -0.7327702301935313] User Vector: [2.0855502218391897, -0.16239374618194566] Predicted: -1.3237990208999022 Movie Vector: [1.252687182945912, 1.0201155604322936] User Vector: [1.9001158350070217, -0.46995412982415885] Predicted: 1.9008432321028228 Movie Vector: [2.0704646258811548, 0.1601300945427665] User Vector: [1.8701367915064515, -0.4371943645864743] Predicted: 3.8020440974381913 Movie Vector: [0.9262537246248705, -1.1761782001858385] User Vector: [1.5109163683537152, -0.807990573080477] Predicted: 2.3498328117972314 Movie Vector: [1.5660798635923776, -0.05552845319614025] User Vector: [1.9837782214416833, -0.4740382461312439] Predicted: 3.1330777369964 Movie Vector: [2.215813590284639, 0.17420563003822287] User Vector: [1.8751043619879535, 0.008431615759959633] Predicted: 4.156350563430618 Movie Vector: [2.149047624099791, -0.3528746030113549] User Vector: [2.1412807524725177, -0.22063397989002795] Predicted: 4.679570441696185 Movie Vector: [2.0555800477121484, -0.1047785890496664] User Vector: [1.6120511382151401, -0.42696138840291015] Predicted: 3.358436567462244 Movie Vector: [2.138414708035416, -0.11413365257857638] User Vector: [2.077515420052437, -0.5606831252715266] Predicted: 4.506582343436917 Movie Vector: [1.4585158532019198, 0.3497205657543908] User Vector: [1.5082563562636582, -0.8676565035987376] Predicted: 1.8963784829840808 Movie Vector: [-0.2741668236853089, -0.74964930854096] User Vector: [1.1672291501808618, -1.6101406298010585] Predicted: 0.8870253011660801 Movie Vector: [1.8519952102738315, -0.26626810770587633] User Vector: [1.7350158581299633, -0.29617674228150587] Predicted: 3.2921034797196214 Movie Vector: [2.367172257581017, -1.2919466099658046] User Vector: [1.6278877876443605, -0.9340311280894579] Predicted: 5.06020915890438 Movie Vector: [2.1394345497523823, 0.08686624253491979] User Vector: [1.7111346580521252, 0.5775299125592694] Predicted: 3.7110284601709895 Movie Vector: [1.8611121706200784, -0.7282585494792082] User Vector: [1.5314952693671013, -0.09855165818871106] Predicted: 2.922055572707469 Movie Vector: [2.2171806604815596, 0.5446001739645243] User Vector: [2.0376515526884758, 0.5418671450977072] Predicted: 4.8129425569069815 Movie Vector: [1.9065319999740118, -0.37894758564650466] User Vector: [1.879395856852425, 0.05158478919867271] Predicted: 3.5635804103848043 Movie Vector: [2.3346202875767963, 0.6071306784566823] User Vector: [1.5696677410551816, -0.61164815684366] Predicted: 3.2932277925809976 Movie Vector: [1.4252440161398345, 1.3454733552631106] User Vector: [1.713801793743368, 0.35813389023158454] Predicted: 2.924445358305771 Movie Vector: [1.8110456969414164, 0.4297052615416436] User Vector: [1.9595070653335347, -0.30255936429667746] Predicted: 3.4187454880316235 Movie Vector: [1.716766447931402, -0.19316070714316902] User Vector: [1.7132755851227512, -0.3282593330538162] Predicted: 3.0047008454978004 Movie Vector: [2.1313805485445627, -0.29348859190819926] User Vector: [2.1571903122815446, -0.5337590800530075] Predicted: 4.754445671928628 Movie Vector: [1.9209099778398102, -0.6093157644175241] User Vector: [1.929864573613017, 0.31658650376421926] Predicted: 3.514194967787449 Movie Vector: [1.6867793839755183, -0.7217461977827486] User Vector: [2.0718529450074223, 0.8974784216805243] Predicted: 2.8470071958275023 Movie Vector: [0.9055752423083021, 1.0719930771202058] User Vector: [2.22157791847042, -0.1957001073282118] Predicted: 1.8020168015780995 Movie Vector: [1.3573672261623317, -0.02917559653169477] User Vector: [1.8717698929659117, -0.18836673013468833] Predicted: 2.5461748193477085 Movie Vector: [1.492420237229375, 0.0718695811544991] User Vector: [1.9177773266429987, -0.1995072007900151] Predicted: 2.8477911938235754 Movie Vector: [1.4497136610133374, 1.357260346636797] User Vector: [1.3846011275939396, 0.30271019415747474] Predicted: 2.4181317127800717 Movie Vector: [2.0506594090811823, 0.19187820720266346] User Vector: [1.4915034088386525, -0.6561547697264642] Predicted: 2.93266369814905 Movie Vector: [2.3089684500922063, 0.3810932779378205] User Vector: [1.8715734461578954, -0.5231426931460892] Predicted: 4.122037875448663 Movie Vector: [1.9718975655314042, -0.5377180708762394] User Vector: [1.9951584149363204, -0.19578080639640597] Predicted: 4.039522898792495 Movie Vector: [2.1479936958485295, 0.19939609193761307] User Vector: [2.106188759626077, -0.06603879355133274] Predicted: 4.5109123005934375 Movie Vector: [2.3048959744953836, -1.343245884257559] User Vector: [1.8996358018434476, -0.31159180846591744] Predicted: 4.797007326966487 Movie Vector: [2.4496382449101852, -0.21951473471390237] User Vector: [1.6051445912991744, -0.24325598348630145] Predicted: 3.9854218521397513 Movie Vector: [0.24256872978987268, 0.23565614161633783] User Vector: [0.8596741327799476, 0.17461612810181987] Predicted: 0.2496794254341013 Movie Vector: [1.8638418510877213, -1.031648645947858] User Vector: [1.962076316790709, -0.41949711832127184] Predicted: 4.089773588357742 Movie Vector: [2.05814381828634, -0.27536744165726235] User Vector: [2.1653762696948275, -0.5556133279668306] Predicted: 4.609653604409248 Movie Vector: [2.194348691521796, 0.1979426476651808] User Vector: [1.8918788194064762, 0.5383966151420537] Predicted: 4.258013463377591 Movie Vector: [1.0942108996047726, -1.6761360386426893] User Vector: [2.1222876692056767, -0.6826033997530849] Predicted: 3.466366458167827 Movie Vector: [2.3547739936869485, 0.07691932373947982] User Vector: [1.6966303906045725, -0.06906805594527832] Predicted: 3.989868452539265 Movie Vector: [1.3254818370590338, 0.003203203680896865] User Vector: [1.7128992743999836, 0.020736354695191563] Predicted: 2.270483299696464 Movie Vector: [2.092552754309859, -0.019983052180923718] User Vector: [2.2578594673658423, -0.4163499696329662] Predicted: 4.733009990449686 Movie Vector: [1.3964253692013622, -0.7571636808689451] User Vector: [2.397564309567181, -0.37851095670787804] Predicted: 3.6346143754015223 Movie Vector: [1.6167848466087305, -0.9295589286903088] User Vector: [-0.380282796262349, -0.9371338551484476] Predicted: 0.2562856800082489 Movie Vector: [1.404371599488156, -0.5691307520106847] User Vector: [0.15944231823638516, -0.5956460116097394] Predicted: 0.5629167260073479 Movie Vector: [1.573468532913083, -0.8401095402077219] User Vector: [1.6289415870090245, -0.19172620408102256] Predicted: 2.7241593422684787 Movie Vector: [1.7289558856485039, 0.5308474032640859] User Vector: [1.0503120143981102, -0.2900839251184119] Predicted: 1.6619528406831863 Movie Vector: [1.6206081332569706, -0.8179424487762308] User Vector: [1.7374813115904224, 0.0406671472869132] Predicted: 2.7825129589088258 Movie Vector: [2.043347159004808, 0.004563822004711126] User Vector: [2.1250764136130886, 0.6073804378501081] Predicted: 4.345040828631922 Movie Vector: [1.7230899052004944, -0.14229347651805538] User Vector: [1.8818327822657228, -0.3558102296230919] Predicted: 3.2931965449511846 Movie Vector: [2.382911127049126, 0.3604248017735083] User Vector: [0.23436984418639117, 1.0881685465960065] Predicted: 0.9506854422595536 Movie Vector: [2.3886928014397015, 0.012916590983382575] User Vector: [1.6001236717541414, -0.6621175882151796] Predicted: 3.813651594062502 Movie Vector: [2.1769557813838256, -0.08931952966199122] User Vector: [2.1424159246641428, -0.12393378118724147] Predicted: 4.675014440371257 Movie Vector: [1.9932232959826564, -1.268329973793098] User Vector: [1.4040020599277234, -0.09055158769310531] Predicted: 2.9133389063012953 Movie Vector: [2.2245409433224967, -0.21047176984540975] User Vector: [2.3994048453453, -0.1621401275239295] Predicted: 5.371700237679925 Movie Vector: [1.7999020360674363, -0.7618451088715077] User Vector: [1.7850726883577346, -0.7025943162583796] Predicted: 3.7482240096658264 Movie Vector: [1.8417568160970295, 0.14154470169170633] User Vector: [1.5354644412894554, 0.4586157985433783] Predicted: 2.8928667370153978 Movie Vector: [0.7127265764168296, -0.7763454709229509] User Vector: [1.556126777561561, -0.24216462009182607] Predicted: 1.297096316668071 Movie Vector: [0.8319736073726758, -0.7949027069816681] User Vector: [1.4361825938526636, -0.40083837932621713] Predicted: 1.5134935262420017 Movie Vector: [1.8001961600113172, 0.08525656750891826] User Vector: [1.9802735703020515, -0.4472299773166243] Predicted: 3.5267515842765476 Movie Vector: [2.3871912714730654, -0.4049061183063887] User Vector: [2.1343752901478026, 0.3131609165274162] Predicted: 4.968361291572239 Movie Vector: [1.8888935497857717, -0.3426092609050884] User Vector: [0.9817564269056264, -0.41171067863810135] Predicted: 1.9954892735576963 Movie Vector: [2.0871238336226066, 0.15623556031611716] User Vector: [1.9124663181301573, 0.032009940584624474] Predicted: 3.9965551245728497 Movie Vector: [2.1222965170476393, 0.1603630059613867] User Vector: [2.1468385065287023, -0.7878322406920473] Predicted: 4.429888738758949 Movie Vector: [1.8167603735555773, -0.4332147085032316] User Vector: [1.6358545944353593, -0.1609464659049384] Predicted: 3.041680180380624 Movie Vector: [2.350090187908503, 0.004361700133635988] User Vector: [1.6957132771340837, -0.4950413253580366] Predicted: 3.982919912284013 Movie Vector: [2.049943090113143, -0.5881484024984687] User Vector: [1.6392268843055462, -0.0939002325858599] Predicted: 3.415549096399459 Movie Vector: [2.0971542528095313, -0.0021338142238396807] User Vector: [1.6784485401611617, -0.4413527852433261] Predicted: 3.520907258971813 Movie Vector: [2.271537489263929, -0.5879208744977629] User Vector: [1.627757569205093, -0.6929692027041076] Predicted: 4.104923401536309 Movie Vector: [2.0780183024218606, 0.547620998062338] User Vector: [2.1752691441422494, -0.8699578540696161] Predicted: 4.043841905903357 Movie Vector: [1.793501426289989, -0.20786293779223539] User Vector: [1.6324470639318418, -0.16013392488121048] Predicted: 2.9610820455706732 Movie Vector: [1.3985075005413397, -0.8965046808751032] User Vector: [2.28300054795944, -0.41659005702113455] Predicted: 3.5662683261867385 Movie Vector: [1.0898407620167139, -0.7440502249841286] User Vector: [1.8575161141373526, -0.09793167796166197] Predicted: 2.0972628643102253 Movie Vector: [1.7519368143478973, -0.29933776014711877] User Vector: [1.5776666998046727, -0.16434941133785916] Predicted: 2.8131683568299306 Movie Vector: [2.1657311881881385, -0.41900242480529026] User Vector: [1.7658231410308152, -0.4873028598324624] Predicted: 4.028479329239133 Movie Vector: [1.7292937412787113, -1.37197201197554] User Vector: [2.064836177138719, 0.8780614079332979] Predicted: 2.3660326014115247 Movie Vector: [1.6710401950664446, -0.8902365786096692] User Vector: [1.2408709092861918, -1.860281720823575] Predicted: 3.7296360007019618 Movie Vector: [1.9257467716793155, 0.07417853308474742] User Vector: [1.8030373926486096, 0.5349658135900649] Predicted: 3.5118764174127497 Movie Vector: [1.2160765065320858, 0.5294901034270386] User Vector: [1.9640177096124734, -0.4349181883745296] Predicted: 2.1581109185279552 Movie Vector: [1.4652440091553014, -0.7240969767858756] User Vector: [1.6787268197873264, 0.25933134692876625] Predicted: 2.271963371404783 Movie Vector: [1.5758039308318565, -1.1123762940978565] User Vector: [1.5751605608464776, 0.23205870509496895] Predicted: 2.224007601086502 Movie Vector: [2.4274091108313605, -0.7311424723418467] User Vector: [1.7508599131728244, 1.0063913966133227] Predicted: 3.5142378111616894 Movie Vector: [2.4891476915931006, -1.247498660572055] User Vector: [2.2534114689886784, -0.19872329088603993] Predicted: 5.856980995447392 Movie Vector: [1.1013832563211057, 0.04653056988717918] User Vector: [1.571092385854337, -0.6037783287677633] Predicted: 1.7022806981904521 Movie Vector: [1.7916480697387158, -0.5212726869757222] User Vector: [1.9095580566563888, -0.30558872610512683] Predicted: 3.58055106262874 Movie Vector: [1.3046328579086013, 0.0029508059870234395] User Vector: [1.7201446785579289, 0.16330041160919817] Predicted: 2.244639135835563 Movie Vector: [1.9414957967886235, 0.541201336681917] User Vector: [2.202247418078675, 0.03655063142088434] Predicted: 4.2954353562698975 Movie Vector: [1.2797607273044247, -0.8443597859845687] User Vector: [1.1596389849908284, -0.4608354684361312] Predicted: 1.8731713683452575 Movie Vector: [2.3024830374296457, -0.15016654719864678] User Vector: [1.4501042981239562, -0.9945311099001817] Predicted: 3.4881858517895794 Movie Vector: [2.0928073034068597, 0.5652562766843487] User Vector: [1.8273798798630783, -0.3333168093786154] Predicted: 3.635944540050537 Movie Vector: [1.2558504335779583, -0.6394341961078126] User Vector: [1.9607766530644595, -0.5452761908777422] Predicted: 2.8111104526711785 Movie Vector: [1.3113631149205305, -0.024545944115585333] User Vector: [2.0232878685607525, -0.44092329379426304] Predicted: 2.664087960225483 Movie Vector: [1.2856961960632463, 0.0011530707660284698] User Vector: [2.056933822347445, -0.22063708536419283] Predicted: 2.644337580772908 Movie Vector:
avg loss: 10.055316914863454: 67%|██████████████████████████████▎ | 47069/70000 [01:16<00:38, 588.91it/s]
[1.8752314800826841, -0.7595901382992342] User Vector: [1.1771874958492896, -0.8717058526066126] Predicted: 2.8696382193140004 Movie Vector: [2.177013751728523, -0.4226062645471599] User Vector: [1.7711111527582575, -0.5703514369011048] Predicted: 4.096767425622365 Movie Vector: [1.7741216335345635, 0.4354065531313864] User Vector: [1.7443364722387296, -0.9416686566985722] Predicted: 2.6846563675571047 Movie Vector: [2.172441128261829, -0.4180927337942189] User Vector: [2.0570325010004367, 0.5093508023046672] Predicted: 4.255826137948803 Movie Vector: [1.9145682788352063, 0.15494384504213138] User Vector: [1.5148131973841292, -0.6637368637423154] Predicted: 2.7973713543081486 Movie Vector: [1.9649373071645961, -0.13299619529776854] User Vector: [1.9738892109162125, -0.36113464553441527] Predicted: 3.9265980845852377 Movie Vector: [1.9168252761919289, -0.2767490842483494] User Vector: [1.781672350690223, -0.7844550652086041] Predicted: 3.6322518166257702 Movie Vector: [1.441876545387509, -0.024623726118076998] User Vector: [2.1026994937956704, -0.2562388796645915] Predicted: 3.038142638095829 Movie Vector: [1.6324877113816958, 0.12328509701646051] User Vector: [1.4359884966799004, -0.27126103170687377] Predicted: 2.3107911319046455 Movie Vector: [2.093273137109619, 0.21592130400602227] User Vector: [1.7709424328291703, 0.040445582355885086] Predicted: 3.715799284892424 Movie Vector: [2.0600861150601717, 0.7061539091772379] User Vector: [1.820202491275553, -0.03419163483313828] Predicted: 3.7256293222761188 Movie Vector: [1.3414982880348951, 0.42371949486089144] User Vector: [1.6600911722139158, -0.008472562621897217] Predicted: 2.2234194755524825 Movie Vector: [2.2121243367169376, -0.11368154875452235] User Vector: [1.1292194153388349, -0.43992475945255294] Predicted: 2.5479850781543347 Movie Vector: [1.7296517254600738, -0.7437985481457104] User Vector: [1.8655265998619384, -0.8809282389616339] Predicted: 3.8819444475030873 Movie Vector: [1.7676219984105874, -1.0110765863506164] User Vector: [1.8558901554953187, -0.8736655763903545] Predicted: 4.1638550740759745 Movie Vector: [1.7882004881666516, -1.3469222081790617] User Vector: [1.7901669138574254, -0.33691070403643514] Predicted: 3.6549698586995536 Movie Vector: [2.1171467783307585, -0.4703220658765875] User Vector: [1.986959189346979, -0.4717059103391886] Predicted: 4.428537944637576 Movie Vector: [2.256716038519294, 0.17657792400734584] User Vector: [1.6883823841124863, -0.3686434281918237] Predicted: 3.7451053141310275 Movie Vector: [1.652425221594243, -0.9144217226640053] User Vector: [1.3230646857769262, -0.8675816729638354] Predicted: 2.979600984521765 Movie Vector: [1.591472179500877, -0.4808308146308502] User Vector: [2.093349694751432, 0.6073095761284275] Predicted: 3.0394946429406087 Movie Vector: [2.021782845441388, -0.16078333805719705] User Vector: [1.996513524758202, -0.2546034214771142] Predicted: 4.077452783033726 Movie Vector: [1.6284719236507743, 0.2926530226701335] User Vector: [1.9714645752550313, -0.6477707626601301] Predicted: 3.0209026375850927 Movie Vector: [1.640931065327232, 0.3463362662355132] User Vector: [1.907119427580661, -1.0575779245769668] Predicted: 2.763173924355105 Movie Vector: [1.7651311070266835, -0.7943240273739257] User Vector: [1.7377777581322156, -1.0161025027460027] Predicted: 3.8745202101841962 Movie Vector: [1.3033166225762964, -0.8150510696301674] User Vector: [2.5495217743729257, -0.8086980889196395] Predicted: 3.981964350542272 Movie Vector: [2.2703713568324817, -0.3275441178105536] User Vector: [2.0085192532467357, -0.6339298676607996] Predicted: 4.767724581474672 Movie Vector: [1.955152831866283, -0.33713080103890586] User Vector: [1.1909748705636805, 0.17066649699821188] Predicted: 2.2710009580206485 Movie Vector: [1.262173770400333, -0.843186458575928] User Vector: [1.756030879184176, -0.6749368757983647] Predicted: 2.7855137497860274 Movie Vector: [1.4464416323264742, -1.2392264057358353] User Vector: [1.9840991480361394, -0.44018976382608427] Predicted: 3.415378389250865 Movie Vector: [0.16953729348265334, -0.1422283545672217] User Vector: [2.2473636753923385, -0.3937452577935371] Predicted: 0.43701369513186666 Movie Vector: [2.1666793460624434, -0.6434741587484185] User Vector: [1.5054343134858343, -0.2137261112379958] Predicted: 3.3993206635148914 Movie Vector: [1.7742293172640589, -0.5544029622229152] User Vector: [1.7527781203861093, 0.2459122139500591] Predicted: 2.973495867987319 Movie Vector: [1.7366167874016065, -0.14440388345652833] User Vector: [2.5505795516511003, -0.8093595878118293] Predicted: 4.546253934593367 Movie Vector: [0.8634156531960302, -0.8036781779729472] User Vector: [1.9627968542263188, -0.5080863472683157] Predicted: 2.1030474378084603 Movie Vector: [2.0788298450120912, -0.46122559121853063] User Vector: [1.2112867853006166, -0.8068670346007923] Predicted: 2.890206845220168 Movie Vector: [1.8160802323358627, 0.28177455585510885] User Vector: [1.691075442681385, -0.8271002562849922] Predicted: 2.838072875479931 Movie Vector: [1.8684943285858653, -1.1871885896167649] User Vector: [2.274546332860278, -0.4165493533704494] Predicted: 4.744499562388846 Movie Vector: [1.279337966760175, -0.6264977299051601] User Vector: [1.5572658793516054, -0.7008267838687615] Predicted: 2.431335752945192 Movie Vector: [0.19580135252854425, -0.7889870818870791] User Vector: [1.9946583311238555, -0.8546342908368461] Predicted: 1.0648522142743762 Movie Vector: [1.6762085017712012, -0.8938965730153682] User Vector: [0.19838109833299516, 0.501569418025245] Predicted: -0.115823100285604 Movie Vector: [1.7718178416273747, -0.8762895247115815] User Vector: [1.7633136430598872, -0.8207119787016933] Predicted: 3.843451882900081 Movie Vector: [1.4876906080538042, -0.8792476191499491] User Vector: [2.398778960973544, -0.532850031975799] Predicted: 4.0371480530161 Movie Vector: [1.776319831085183, -0.5541096661827224] User Vector: [2.108912303820338, -0.548058784066382] Predicted: 4.049787417183138 Movie Vector: [2.360234933517795, 0.46400869260977284] User Vector: [1.5307052848490694, 0.9793678583916963] Predicted: 4.067259285777444 Movie Vector: [2.294817594431326, 0.020228407752332256] User Vector: [2.1044229754600776, -0.1342260933136974] Predicted: 4.826551690064757 Movie Vector: [1.9653354325273178, 0.392649395638976] User Vector: [1.93257880199305, -0.8260248961770088] Predicted: 3.473827419441486 Movie Vector: [0.8247605492341138, 0.1320564176324481] User Vector: [1.1093537158471567, -0.42765828289945773] Predicted: 0.8584761591664595 Movie Vector: [-0.19324770202713154, -0.48265210576522505] User Vector: [1.1888347129095287, -0.41493219439818463] Predicted: -0.02947167898378153 Movie Vector: [2.1114645189960695, -0.3394566251020997] User Vector: [2.058298970630593, 0.2758469044602095] Predicted: 4.252387186739706 Movie Vector: [0.6818670753661523, -0.6592332161998063] User Vector: [1.7437873665447552, -0.0459068828701716] Predicted: 1.2192945337265277 Movie Vector: [2.5161198471689676, -0.6901183585631943] User Vector: [1.5362857767542364, -0.6052488172176038] Predicted: 4.283172454075255 Movie Vector: [1.427389834394037, 0.1400077557836946] User Vector: [1.5015508962832071, -0.6436188142882342] Predicted: 2.053186859411247 Movie Vector: [1.9561366560848337, 0.05692195199443235] User Vector: [2.2884576072652396, -0.521277919659909] Predicted: 4.4468636547490865 Movie Vector: [1.6091056730281499, -0.669926310497549] User Vector: [1.1742155097516649, -0.4422371184894536] Predicted: 2.185703119253752 Movie Vector: [1.6015181159076826, -0.13526494688050472] User Vector: [1.7638975649691717, -0.43470141991626765] Predicted: 2.883713769377431 Movie Vector: [2.184407272513762, -0.20775973126819533] User Vector: [1.5923959753236365, -0.1668660707894602] Predicted: 3.5131093992435947 Movie Vector: [1.944960357372259, 0.2862300214777392] User Vector: [2.0057847137765035, -0.4307142314297912] Predicted: 3.7778884100056453 Movie Vector: [1.8399256709760603, -1.654040534975545] User Vector: [1.804229226479549, -0.3100872085093028] Predicted: 3.832544482376803 Movie Vector: [1.956536957917092, 0.21279846144827444] User Vector: [1.6914549779551402, -0.055710938216632165] Predicted: 3.2975389750837327 Movie Vector: [1.811076110647367, -0.25425653816796007] User Vector: [2.026525906974908, -1.2023826179873869] Predicted: 3.975906299733046 Movie Vector: [1.769988536318733, 0.13275120896125298] User Vector: [2.1004785281748752, -0.37222301606900277] Predicted: 3.6684098602668103 Movie Vector: [1.3694374235846156, -0.6022686261130376] User Vector: [1.8180333936077753, -0.4414948101541394] Predicted: 2.755581439280597 Movie Vector: [2.0585392564053406, 0.5415099498795302] User Vector: [1.454653423224053, -0.7365465963595613] Predicted: 2.595613865692521 Movie Vector: [1.5869451415217182, -1.003093146224023] User Vector: [1.1084831151325112, 0.8420790236611845] Predicted: 0.914418196804847 Movie Vector: [1.3319217380833512, -1.309362767919899] User Vector: [1.5640008915244294, -0.2311195846204999] Predicted: 2.385746164842324 Movie Vector: [2.0859085536863677, -0.17329835883879538] User Vector: [1.468506880243549, -0.07292331519805982] Predicted: 3.0758085534922093 Movie Vector: [2.362583799247924, -0.3020850990675754] User Vector: [1.9338904232546834, -0.6105463324992335] Predicted: 4.753415132840602 Movie Vector: [2.1474969950477765, -0.2919202502879676] User Vector: [1.859227990182083, -0.12818492678211368] Predicted: 4.030106297934119 Movie Vector: [1.4342201563362973, 0.7767457297673493] User Vector: [2.2235496980710785, 0.03447872956708248] Predicted: 3.215841001548063 Movie Vector: [1.391561076866481, -1.4344322170483221] User Vector: [1.8613961050198982, 0.03617566051007732] Predicted: 2.538354835467905 Movie Vector: [0.9674625004780326, -0.10156391192743662] User Vector: [1.4972467896288992, -0.3890597813144507] Predicted: 1.4880445562910103 Movie Vector: [2.2159289398513677, 0.4618175408194068] User Vector: [2.1234169177282545, 0.18501149087486488] Predicted: 4.7907825511031925 Movie Vector: [2.4405944837823, -0.9740517045098657] User Vector: [1.721373658678904, -1.0113925931726546] Predicted: 5.186323735208366 Movie Vector: [1.049671529347241, -1.661810588798262] User Vector: [2.08053952582653, -0.04297279704373144] Predicted: 2.2552957550992687 Movie Vector: [1.5404639415777641, -0.41382815164963244] User Vector: [-0.5290101461032846, 0.320651157799089] Predicted: -0.9476155307572063 Movie Vector: [2.031534604117466, -0.4712830777273047] User Vector: [1.9017889018910945, -0.12815735756267968] Predicted: 3.9239483578238534 Movie Vector: [1.7000445430843265, -0.9676739207309834] User Vector: [2.0325374012576796, -0.407185861965011] Predicted: 3.8494272571368238 Movie Vector: [2.1799234581571563, -0.35605599720388875] User Vector: [1.867434276928861, -0.00659797006092114] Predicted: 4.073213033653534 Movie Vector: [1.199577668693695, -0.9512786170715194] User Vector: [1.704525817027027, -1.3678316448704155] Predicted: 3.3459001013364875 Movie Vector: [2.335798825804613, -0.13733064828469577] User Vector: [0.3073615607965571, -0.9674589194407577] Predicted: 0.8507965334016817 Movie Vector: [0.6549758117502453, -1.2646231729464297] User Vector: [1.6931409834161302, -0.10936870652397492] Predicted: 1.2472765906859846 Movie Vector: [0.9987946396494545, -1.0038725731584728] User Vector: [2.0249981844798635, -0.5218824030779643] Predicted: 2.546460762822368 Movie Vector: [2.1906028549030134, -0.5534653695102352] User Vector: [1.8645257231765258, -0.46175735708147825] Predicted: 4.340002078491773 Movie Vector: [1.626617527221996, 0.29326232795718815] User Vector: [1.721196696226523, 0.9513226983758992] Predicted: 3.078715823042886 Movie Vector: [2.0087318348707095, 0.044608032716733505] User Vector: [1.705271482159481, -0.9147839459851985] Predicted: 3.3846264011196583 Movie Vector: [1.8810018230305932, 0.10946583299985362] User Vector: [1.8625126208787397, 0.504291995447851] Predicted: 3.558592378647255 Movie Vector: [2.1149524847797037, -0.03403189214259565] User Vector: [1.7228633171149048, -1.0299411147238018] Predicted: 3.6788248983974756 Movie Vector: [2.241947642175198, -0.37638075803275695] User Vector: [1.3031545476487063, 0.08268507100222879] Predicted: 2.8904831957890926 Movie Vector: [1.9806602727988378, -0.4656335695709506] User Vector: [1.6239374000532516, -0.20809988553900038] Predicted: 3.3133665863285398 Movie Vector: [2.055953892077712, 0.019276007709984274] User Vector: [1.4110580666969241, -1.1868646572275146] Predicted: 2.878192311889767 Movie Vector: [0.8799753601864899, -1.485817575475229] User Vector: [2.2779852509396794, -0.1505822964583682] Predicted: 2.228308714328421 Movie Vector: [2.062358956475534, -0.03670176812838002] User Vector: [1.6450289926979365, 0.9386013429486237] Predicted: 3.3581919478986286 Movie Vector: [2.088655926306065, -1.0892818043986994] User Vector: [1.3299237474514052, 0.47161026027007263] Predicted: 2.264036641369623 Movie Vector: [1.5941018254994554, -0.8761769489195268] User Vector: [1.5118558505723696, -0.26646816788157013] Predicted: 2.6435254376080968 Movie Vector: [1.9173815881001668, 0.09961441820994535] User Vector: [1.858602589493568, 0.17044000853905442] Predicted: 3.580628666980576 Movie Vector: [1.2268107123253003, 0.01897050557213851] User Vector: [1.012193815044818, -0.3590860138272211] Predicted: 1.23495817202021 Movie Vector: [2.2033342377675416, -0.26569545432113284] User Vector: [2.0404874656599694, 0.41095370533774206] Predicted: 4.386687363379467 Movie Vector: [2.2009653238598577, 0.03824339760867149] User Vector: [1.7963848088501946, -0.9410362430845818] Predicted: 3.917792249379443 Movie Vector: [1.9954640924176918, -0.3550026458912497] User Vector: [1.9529971103924206, -0.32141023702966387] Predicted: 4.0112370909456505 Movie Vector: [1.8946459698394345, -1.1919778740100406] User Vector: [1.8885805227246886, -0.43576792320381086] Predicted: 4.097617198759832 Movie Vector: [1.932446846230222, 0.043341446542246594] User Vector: [1.7009103280632776, -1.0032255903384888] Predicted: 3.243437550892824 Movie Vector: [1.8896695961005114, -0.5211318726827808] User Vector: [1.814043916253779, -0.4927736252440233] Predicted: 3.684743676667969 Movie Vector: [2.0872482853566448, 0.1674636890933276] User Vector: [2.1621374846824026, 0.5865267503302802] Predicted: 4.611139690970903 Movie Vector: [1.79360615407069, -0.2969257564331128] User Vector: [2.367365986403018, 0.2698743843339362] Predicted: 4.165989546439808 Movie Vector: [1.9444905044913556, -0.6777475184241457] User Vector: [1.827065923480439, -0.3864923889618323] Predicted: 3.8146565967961448 Movie Vector: [2.0432918182032282, 0.31471480930573814] User Vector: [2.099324022427498, -0.647427186504369] Predicted: 4.085776675243524 Movie Vector: [1.7651317138723863, -0.662335954261517] User Vector: [2.3085433702074525, -0.20217895783750406] Predicted: 4.208793508573918 Movie Vector: [1.866134325075918, -0.25443029294657515] User Vector: [1.7854766194395226, 0.16002874364136926] Predicted: 3.2912230460320595 Movie Vector: [2.1000781890856306, -0.8386098023664876] User Vector: [1.727645657130948, -0.6614280272446319] Predicted: 4.182870990216492 Movie Vector: [2.0278824630196053, -0.4250508123042566] User Vector: [1.694219332207659, 0.01959113879995344] Predicted: 3.4273504428318127 Movie Vector: [1.8129543924303992, -0.8125669699376382] User Vector: [2.2584668455604087, 0.5951912979366243] Predicted: 3.610864598319558
avg loss: 10.041311541195453: 67%|██████████████████████████████▎ | 47129/70000 [01:16<00:42, 537.31it/s]
Movie Vector: [2.118150276298475, -0.06019413360191886] User Vector: [1.9508494723142815, -0.0784086670401343] Predicted: 4.136912090578592 Movie Vector: [1.341824734536547, -0.21221737653017925] User Vector: [0.4055391816343875, -1.3295150057377951] Predicted: 0.8263086913159117 Movie Vector: [1.8864908154623043, -0.7948041927908599] User Vector: [2.063872936287957, -0.12938077985195148] Predicted: 3.9963097248813306 Movie Vector: [1.9262836957434666, 0.46302112985285865] User Vector: [1.6810971414609068, -0.1536815359892744] Predicted: 3.1671122161258163 Movie Vector: [1.3072061112962448, -0.009550576969002342] User Vector: [1.320740410720863, -0.6148720368227346] Predicted: 1.7323523190439871 Movie Vector: [2.091094248250923, 0.030989302863956313] User Vector: [1.8399924988669178, 0.1165960656987646] Predicted: 3.8512109619981394 Movie Vector: [1.7818561593510094, -0.3430455621898059] User Vector: [1.6914986935035379, -1.1227162605492418] Predicted: 3.3991501963332156 Movie Vector: [1.7138165560008978, -0.9704329198750864] User Vector: [1.7648574228836331, -0.6640863289161558] Predicted: 3.6690931055382805 Movie Vector: [1.6602650275940376, -0.883950463699287] User Vector: [1.9337590998463676, 0.517376380306639] Predicted: 2.7532175139875386 Movie Vector: [1.6858364206129857, 0.13986112263044173] User Vector: [1.753302571008665, -0.048984220076801976] Predicted: 2.9489303425496747 Movie Vector: [1.4146825344798415, -0.6076504334334003] User Vector: [1.6905393565953073, -0.06317815354343485] Predicted: 2.4299667340103603 Movie Vector: [2.0692654725187207, -1.120035358496326] User Vector: [1.788475987222498, -0.22579294964345312] Predicted: 3.9537276960881957 Movie Vector: [2.131086012352127, -0.3834149212100123] User Vector: [2.0307243258356342, 0.7134505144883684] Predicted: 4.054100632931723 Movie Vector: [1.9164908691305653, -0.3614855019919096] User Vector: [1.4543968184218807, -0.4182410184091624] Predicted: 2.9385262870913227 Movie Vector: [2.033861384648762, 0.17338746166546498] User Vector: [1.5394380097253875, 1.1335229905763269] Predicted: 3.3275421961164873 Movie Vector: [0.9367508380666518, -0.2403368980751705] User Vector: [0.7265567648350392, -0.3760185581190723] Predicted: 0.7709737922392543 Movie Vector: [1.670422575562548, -0.9653196812148822] User Vector: [1.595620585025703, 0.02557781218168724] Predicted: 2.6406698817578538 Movie Vector: [1.9944765221411187, -0.35484011866835324] User Vector: [1.6301870951091366, 0.19321490539215136] Predicted: 3.182809487934758 Movie Vector: [1.9108225268719343, 0.3079585665433425] User Vector: [2.1534638379029833, -0.061650295636893546] Predicted: 4.095901475597801 Movie Vector: [2.0552685309305487, 0.26254288303847556] User Vector: [1.774335098616136, -0.8722430956256068] Predicted: 3.4177338744753443 Movie Vector: [-0.16318216889199785, -0.9027476970959968] User Vector: [0.2862240304104957, -1.0387932008852807] Predicted: 0.8910615117867725 Movie Vector: [1.8975069344513533, -0.23077838716798865] User Vector: [1.8259791453053136, 0.19124407899673698] Predicted: 3.4206730902740934 Movie Vector: [1.8245109067105618, -0.2478120092896807] User Vector: [1.898948656259802, -0.7124097899089201] Predicted: 3.641196236104343 Movie Vector: [1.7896659676755535, -1.4178056219188895] User Vector: [1.7757955066726736, -0.8268851450824525] Predicted: 4.350443191222368 Movie Vector: [0.8217326532935959, -1.257793238666766] User Vector: [1.7268280813413692, -0.07876529679518761] Predicted: 1.5180614788131008 Movie Vector: [2.1426384456317975, 0.5247773651547416] User Vector: [2.371389635368157, -0.2257609606307511] Predicted: 4.962556360237974 Movie Vector: [1.7887848582022516, -0.5197495961757105] User Vector: [1.589996854190658, -0.6469388338027976] Predicted: 3.1804084949848512 Movie Vector: [1.3013048748149807, 0.19638161929541587] User Vector: [2.057522517115989, 0.6827128782001105] Predicted: 2.811536342099398 Movie Vector: [1.5540352046255324, -0.7643878023069604] User Vector: [1.8859016691226769, -0.2785267385183017] Predicted: 3.143660027818422 Movie Vector: [2.028430115319401, 0.4914833231744374] User Vector: [1.8408517792668326, -0.5001666805609132] Predicted: 3.4882156046009407 Movie Vector: [1.8788073665389684, -0.47860916386874947] User Vector: [1.514351053577686, 0.35122639694844926] Predicted: 2.677073742815674 Movie Vector: [1.1177148589824069, -1.0044862376165453] User Vector: [1.8645590579827571, -1.321930047824424] Predicted: 3.4119059046889824 Movie Vector: [1.5167333346099716, -0.2865747930862209] User Vector: [1.8085046872919415, 0.16783725413047654] Predicted: 2.6949214186394697 Movie Vector: [1.9765579086811913, -0.20772773964176644] User Vector: [1.9206742785068063, -0.8535495236607855] Predicted: 3.97362984840553 Movie Vector: [1.8983728938716864, 0.44695853994757356] User Vector: [2.037137190072883, -0.7957254594773506] Predicted: 3.511589733165186 Movie Vector: [1.8148963833089273, -0.525535104892388] User Vector: [0.9392105176637748, -1.0595696329838413] Predicted: 2.2614108098846426 Movie Vector: [2.4965433255585694, -0.6824058178827999] User Vector: [1.7714709261295203, -0.42101697536329774] Predicted: 4.709858350465045 Movie Vector: [1.0420915563937254, -0.46115937585044264] User Vector: [2.145217556406019, -0.0629793112798456] Predicted: 2.2645566020395975 Movie Vector: [2.6113390272339196, -0.14555213948166001] User Vector: [0.9461352951686575, 0.09512962854128079] Predicted: 2.4568337003551206 Movie Vector: [0.8947558599703408, -0.5761482918748873] User Vector: [0.2115759681101282, -0.47560144400956855] Predicted: 0.46332579687477793 Movie Vector: [1.8652499382834036, 1.25612568050702] User Vector: [1.875855295789948, -0.27358519973584505] Predicted: 3.1552815795059588 Movie Vector: [2.2970177952918225, -0.28138533098833907] User Vector: [1.5552569282016961, -0.08013055394002919] Predicted: 3.5950004027728863 Movie Vector: [2.242930203897008, -0.44030654086145576] User Vector: [1.696765842856088, 0.020697366105637164] Predicted: 3.796614172207768 Movie Vector: [2.1528356534718744, -0.3194827158079236] User Vector: [2.066942825109732, -0.9346892643810404] Predicted: 4.748405272205077 Movie Vector: [1.1730458643158812, -0.9299876273657824] User Vector: [2.1534430265778797, -0.7094564906944677] Predicted: 3.1858731948672583 Movie Vector: [2.0731843541934416, 0.04759155330057804] User Vector: [1.0459044851355304, -0.8935871628580776] Predicted: 2.125825613473856 Movie Vector: [2.4399561212302103, -0.668957009178587] User Vector: [1.9198135779214875, -0.337944210714147] Predicted: 4.910331039538959 Movie Vector: [2.2350934178766324, -0.1226299137638087] User Vector: [1.9377994551023374, -0.07803780832989404] Predicted: 4.340732576969971 Movie Vector: [2.048539071653793, -0.24123663322623948] User Vector: [1.558551692969921, 0.39898912996191604] Predicted: 3.09650324383517 Movie Vector: [0.9262487729240163, -1.5098839925043717] User Vector: [1.54793504934599, -1.2792952727579845] Predicted: 3.3653603940465944 Movie Vector: [-0.2735692638561942, -0.29944462660492904] User Vector: [2.3661985579786093, -0.511229207595612] Predicted: -0.49423435846579455 Movie Vector: [1.399742262460323, -0.40209353636155953] User Vector: [1.7058374401462228, -0.3100423221524878] Predicted: 2.512398771595844 Movie Vector: [1.042324025645171, -0.29497471811986065] User Vector: [1.5464061549036507, 0.5708415349650281] Predicted: 1.4434724677942252 Movie Vector: [1.2660130066434117, -0.9283364238842279] User Vector: [1.7363062199360761, -0.7009831112356038] Predicted: 2.8489344126426293 Movie Vector: [1.599981794444821, -0.7327599664200026] User Vector: [1.7557300777275886, 0.003960449702031313] Predicted: 2.8062341013326635 Movie Vector: [1.8688194806208733, 0.09516111223682684] User Vector: [0.21224528537805665, 3.026073166168243] Predicted: 0.6846126121870351 Movie Vector: [2.2270764877713694, -0.9941683392075742] User Vector: [0.6917183125158275, -0.740011788002148] Predicted: 2.2762058802370104 Movie Vector: [2.07228065667434, 1.0174690623119336] User Vector: [1.2191883344521395, -0.4885695577228143] Predicted: 2.0293959925577862 Movie Vector: [1.9189763728021276, -0.5727219944570495] User Vector: [1.815230523163248, 0.5015403903462313] Predicted: 3.1961412724796574 Movie Vector: [1.9450802371328244, -0.18658298660147352] User Vector: [2.0350447984398032, -0.5921294701738322] Predicted: 4.068806704124995 Movie Vector: [1.7755491269533823, -0.32789744820905214] User Vector: [2.210571513595688, -0.5583297375159276] Predicted: 4.108053217223543 Movie Vector: [2.3321997640078167, -0.3264936953038068] User Vector: [2.0848298249278407, -0.5237951261463569] Predicted: 5.033255432010816 Movie Vector: [2.208870400146909, -0.031509890763708595] User Vector: [2.139156181428854, -0.5116267781156907] Predicted: 4.7412400743397 Movie Vector: [1.5993861586002698, -0.6127183846999069] User Vector: [1.6851368386528407, -0.2224872660717542] Predicted: 2.831506573372553 Movie Vector: [1.8235110322588586, -0.7881202500472176] User Vector: [1.865782949645386, -0.7342018556522542] Predicted: 3.9809151425406215 Movie Vector: [2.2719542085076236, -0.010149983227348384] User Vector: [2.188912755782013, -0.11709175806443552] Predicted: 4.974298026935379 Movie Vector: [2.402246805420009, -1.2398350668081606] User Vector: [1.9172546875890202, -0.17106513354939323] Predicted: 4.81781149972002 Movie Vector: [1.8952565023856023, -1.8552482995095372] User Vector: [1.3321809226548718, -0.5880349137838872] Predicted: 3.6157753298654907 Movie Vector: [1.7876113747326703, -0.12192710898087541] User Vector: [1.9550226069559529, -0.5155115341965983] Predicted: 3.5576754810648668 Movie Vector: [2.0206142679245787, 0.026523149647767346] User Vector: [2.1271174269364814, 0.6932155369926628] Predicted: 4.3164700818446855 Movie Vector: [1.6739199022003806, -0.12450866978608982] User Vector: [1.9273256581895153, -0.299582739954783] Predicted: 3.2634894257075193 Movie Vector: [0.9468782055555418, -0.5453184399364773] User Vector: [2.0788605065970365, -0.7859019981881554] Predicted: 2.3969945576818117 Movie Vector: [2.011678002104294, -0.3922852739726684] User Vector: [1.5160017588803794, -0.534763815888233] Predicted: 3.259487359517462 Movie Vector: [1.582099585927488, 0.4370340934901467] User Vector: [1.5970284880061136, -0.39773687942217995] Predicted: 2.3528335330430026 Movie Vector: [1.3029829967526596, -0.6649743964281921] User Vector: [1.843841357224951, -1.3033111262640356] Predicted: 3.269162466719032 Movie Vector: [1.9387791244930932, -0.18474957512486617] User Vector: [1.683513793222722, 0.12551207067382875] Predicted: 3.2407730963663632 Movie Vector: [1.6053078253058681, -0.32230427614107626] User Vector: [1.940384227294245, -0.6051308830372566] Predicted: 3.309950255403465 Movie Vector: [2.1873094843290466, 0.7300275797016889] User Vector: [2.0290222432228933, -0.5915517529579092] Predicted: 4.006250502035878 Movie Vector: [2.0930552336313832, -0.5906180059087085] User Vector: [2.0532232051215082, -0.3818746811067536] Predicted: 4.5230516379552705 Movie Vector: [2.078943093540781, -0.5761791095111742] User Vector: [1.7449125148663558, -0.7072938971568727] Predicted: 4.035101789440821 Movie Vector:
avg loss: 10.019751942441939: 67%|██████████████████████████████▎ | 47247/70000 [01:16<00:41, 548.70it/s]
[2.0980606275089864, 0.335919851005794] User Vector: [1.8616652865073104, -0.32405650085772153] Predicted: 3.7970296277356397 Movie Vector: [1.085545203743436, -0.9235012860232473] User Vector: [2.0856701778488143, -1.1086831120696197] Predicted: 3.2879595379430495 Movie Vector: [2.378459739885229, -0.20872779543330072] User Vector: [1.8431901531800456, -0.08920607919844518] Predicted: 4.402573360541966 Movie Vector: [1.8664838890953201, -0.7286042193442394] User Vector: [2.706699848930063, -0.4561662849354535] Predicted: 5.384376340571258 Movie Vector: [0.1029546499178689, -1.4287748148706951] User Vector: [1.3242294403818444, 0.5310244750651654] Predicted: -0.6223788176075915 Movie Vector: [2.2009818246937614, -0.30564335840551543] User Vector: [1.9991958849354676, -1.076458304873723] Predicted: 4.729206138230637 Movie Vector: [-0.32635375529823585, 0.2985385508964428] User Vector: [1.2017232311070172, 3.1327271901304687e-06] Predicted: -0.3921859540610691 Movie Vector: [-0.09845565530599529, -0.8872632873279436] User Vector: [1.0375719362943732, 0.2515211078044904] Predicted: -0.32532026985795115 Movie Vector: [2.15030917334247, 0.06747150859362232] User Vector: [1.6408854979716199, -0.5906029837458123] Predicted: 3.4885622643997767 Movie Vector: [1.0292744338711448, -0.6756803033721472] User Vector: [1.7990603527094122, -0.3380217376667584] Predicted: 2.080121456288058 Movie Vector: [1.6375979002515757, 0.18603650458971024] User Vector: [1.8416666887383317, -0.36599120927339507] Predicted: 2.947821777157381 Movie Vector: [2.4832679715440005, 0.31700782716722553] User Vector: [1.692002816628443, -0.35122110747380947] Predicted: 4.09035656216011 Movie Vector: [2.197387256795868, 0.16400133805444886] User Vector: [1.9127898628025113, 0.032034160126540576] Predicted: 4.2083937145747585 Movie Vector: [1.650573289642444, -0.08579212351478759] User Vector: [2.0260164414951527, -1.0801827904143284] Predicted: 3.4367597980821065 Movie Vector: [1.364789913985231, 0.5345297673234011] User Vector: [1.0780821974726844, -0.4687600615983321] Predicted: 1.2207895029010942 Movie Vector: [2.2487070491609042, -0.02411867666461468] User Vector: [1.3026724085354386, 0.9850381196789155] Predicted: 2.9055708119101986 Movie Vector: [2.1852915256327674, 0.16135319355856317] User Vector: [1.5324337901192313, -0.6886663947166421] Predicted: 3.2376960530568666 Movie Vector: [2.129555348154907, -0.30355264800756715] User Vector: [1.3481480145529665, -1.6412528304741258] Predicted: 3.369162457236025 Movie Vector: [1.8341844820485198, 0.09678961806270425] User Vector: [1.587909365098362, -0.3508001777182057] Predicted: 2.878564901145259 Movie Vector: [1.7493477058062843, -0.19715653225278695] User Vector: [2.38233711373987, -0.33477271365958433] Predicted: 4.233538591695986 Movie Vector: [1.837992390280272, 0.4710924917649314] User Vector: [1.9679792229148032, -0.4903440125999332] Predicted: 3.3861334532293736 Movie Vector: [2.031353771549302, -0.2900151980299224] User Vector: [1.4481073875283703, -0.35657941427868217] Predicted: 3.0450318527095876 Movie Vector: [2.306819160886794, 0.10673941580943253] User Vector: [1.3763321590475275, 0.5680928508408929] Predicted: 3.235587295259799 Movie Vector: [2.124029011250307, -0.36874821333160823] User Vector: [2.024802058545523, 0.12837854118446002] Predicted: 4.253398956698145 Movie Vector: [2.425617802037295, 0.5587099549387995] User Vector: [0.5515731310279328, -0.18697135390365127] Predicted: 1.2334428490324483 Movie Vector: [1.0033294422247196, -1.275015976331964] User Vector: [1.8384087019867146, -0.18764965620726062] Predicted: 2.083785887162859 Movie Vector: [1.8423684198543184, 0.0757322779886075] User Vector: [1.991131104028831, 0.3634073378839515] Predicted: 3.695918731388109 Movie Vector: [1.7929616876246586, 0.064282199080564] User Vector: [1.5739261061504364, -0.4418105635781955] Predicted: 2.793588652876164 Movie Vector: [1.7694991617114648, -0.17666281520354418] User Vector: [1.8537901358415991, -0.6003045356722911] Predicted: 3.3863315806120156 Movie Vector: [1.2305362317936777, -0.3656392359287802] User Vector: [2.0100887786012547, -0.41485845121750686] Predicted: 2.6251755983125102 Movie Vector: [1.9942227111510913, -0.3315320939624708] User Vector: [1.4103843822055588, -0.43730857521811956] Predicted: 2.9576023940969343 Movie Vector: [1.3026067509522552, -0.5881950881907722] User Vector: [1.6292114903798784, -0.03444673418969319] Predicted: 2.1424832859524057 Movie Vector: [2.053744455281077, -0.2834426251519812] User Vector: [1.715326686587879, -0.15220472250467343] Predicted: 3.5659839776827713 Movie Vector: [2.325362324619609, -0.2828457088815474] User Vector: [1.842463084938759, 0.20150821688537324] Predicted: 4.227398507768609 Movie Vector: [1.63080799883469, -1.1042728834913633] User Vector: [2.371566597350279, -0.5208288909647957] Predicted: 4.4427069979593075 Movie Vector: [0.31688190229008645, -0.49709257583909844] User Vector: [1.3178861098585006, -0.28170150149035533] Predicted: 0.557645982487226 Movie Vector: [0.3372245718081952, -0.08292466639029113] User Vector: [1.925380540693936, -0.310656535572108] Predicted: 0.6750467179776246 Movie Vector: [1.6260378748915771, -1.600497578687289] User Vector: [-0.448360910664328, -0.711711586109167] Predicted: 0.4100408479303356 Movie Vector: [1.697974534896892, 0.3327020626709119] User Vector: [1.7667010804071794, -1.0017500173460157] Predicted: 2.6665291482545754 Movie Vector: [1.9730883696265236, -0.19939941380982393] User Vector: [1.9149381494494573, -0.5219368616661124] Predicted: 3.8824160954948237 Movie Vector: [2.227056810432088, -0.804880111913002] User Vector: [1.4866191220282434, -0.26743741850932545] Predicted: 3.526040299571081 Movie Vector: [1.4446203005726024, -0.5147881786118995] User Vector: [1.7606857261477138, -0.6923128642189111] Predicted: 2.8999168213222415 Movie Vector: [2.03612237785189, -0.6897008602290569] User Vector: [1.9300833577595022, -0.6226140024765727] Predicted: 4.359303328952386 Movie Vector: [2.1880736576982533, 0.0538789592245661] User Vector: [1.970846189000394, -0.5758277321588108] Predicted: 4.281331630625396 Movie Vector: [1.4324613163219326, -0.2613704151484058] User Vector: [-0.6957653157176213, 0.4148172329618218] Predicted: -1.1050778523939533 Movie Vector: [2.0917692870491313, -0.7076516625721035] User Vector: [1.496517873762445, -0.23352182574588315] Predicted: 3.2956222340922983 Movie Vector: [1.9527386351795626, -0.31030251920940427] User Vector: [1.74897766703225, -0.5650176372719011] Predicted: 3.5906226587233077 Movie Vector: [1.851255606804683, -1.3456026746133056] User Vector: [1.9887875150795888, -0.6424990095091072] Predicted: 4.546302423666097 Movie Vector: [1.5583048102379373, 0.7604567161102123] User Vector: [2.004755690683561, 0.8128897025797033] Predicted: 3.7421878699276396 Movie Vector: [1.3825466196420284, -0.04462542698933913] User Vector: [0.6416203838314808, 0.2366916461753673] Predicted: 0.8765076269842492 Movie Vector: [1.9357706504845995, 0.25444807326196406] User Vector: [1.4440356019568448, -0.20739920396615377] Predicted: 2.742549408677669 Movie Vector: [2.0848144398996484, -0.46521207269328074] User Vector: [1.892052333692674, -0.4930620048315579] Predicted: 4.173956423562308 Movie Vector: [1.5975390508298255, -0.321663514275899] User Vector: [1.2680825990651177, -0.29441831348401054] Predicted: 2.1205151010667564 Movie Vector: [1.541561456607202, -0.2842706332736901] User Vector: [2.1371842597876567, -1.1766088747710195] Predicted: 3.6290762305028466 Movie Vector: [1.5449397016620197, 0.5759014705685764] User Vector: [2.182508469308471, -0.4910624976272214] Predicted: 3.0890403689236656 Movie Vector: [1.6536922306436648, -0.8800653384091446] User Vector: [1.6410529466946842, -0.38165576234233317] Predicted: 3.0496785156654966 Movie Vector: [1.8075811169776335, 0.06017843696848675] User Vector: [1.9461316915472922, -0.46263612202490834] Predicted: 3.4899501780840048 Movie Vector: [1.1802097349339582, -0.23791925011930476] User Vector: [1.5237572417997391, -0.8009687020785033] Predicted: 1.9889190034157198 Movie Vector: [2.126773461408902, 0.07710880727163952] User Vector: [1.9233706141384839, -0.7934140939801148] Predicted: 4.029394364144154 Movie Vector: [1.6936886472628536, -0.3321014511927103] User Vector: [1.6137290633067227, -0.5551979218964824] Predicted: 2.917536629841714 Movie Vector: [1.941443477188955, -0.888326222600143] User Vector: [1.5548804730537702, -0.15114412469588437] Predicted: 3.152977841578019 Movie Vector: [1.0604403188618152, -0.3291591391369646] User Vector: [2.1047354724382443, 0.5819212835062197] Predicted: 2.0404016467878003 Movie Vector: [1.9588797366384607, -0.19743285243201983] User Vector: [1.9645758287935888, -0.22743846135714982] Predicted: 3.893271606291963 Movie Vector: [2.3723937404700353, 0.20369527810621443] User Vector: [2.0813397009468986, -0.5233065301464808] Predicted: 4.831162209125212 Movie Vector: [1.6244206032433013, -0.9660570932406551] User Vector: [2.032647363220284, -0.17529200663782338] Predicted: 3.4712163423440567 Movie Vector: [0.4634964313324307, -1.6012161936746714] User Vector: [1.8619342576878257, -0.09358589015434127] Predicted: 1.0128511266284959 Movie Vector: [1.8428571122672577, 0.09842728195440617] User Vector: [1.7744516668930708, -0.04664434222058497] Predicted: 3.265469798885063 Movie Vector: [1.8696143750981742, 0.0807050193833055] User Vector: [2.2818378035108307, -0.571490755846408] Predicted: 4.220034586558328 Movie Vector: [1.5418434137443287, -0.7625872101517932] User Vector: [1.6431031689790605, -0.38500935796211017] Predicted: 2.8270110113634574 Movie Vector: [2.3316889235069, -1.233539610304358] User Vector: [1.7938437329322006, -0.349672390737874] Predicted: 4.614020307185273 Movie Vector: [2.0507441005757685, 0.02719495410276976] User Vector: [1.5042234643200731, -0.5964548043037511] Predicted: 3.068556834374618 Movie Vector: [1.2823387561549224, 0.18674384414559725] User Vector: [0.745157231806, -1.458204186321627] Predicted: 0.6832333424710479 Movie Vector: [2.095733038344315, -0.2747243112370276] User Vector: [1.9792941247474587, -0.09374657825252194] Predicted: 4.173826553975296 Movie Vector: [2.05125373272143, 0.17174399134862703] User Vector: [2.1593709471451854, 0.8600308539188176] Predicted: 4.577122847196757 Movie Vector: [0.8344769225800295, -1.1270988517633291] User Vector: [2.0265834732687713, -0.6699713597572285] Predicted: 2.4462610904215603 Movie Vector: [1.5195828358397319, -0.015953779161652026] User Vector: [2.018751914787345, -0.47733055614911435] Predicted: 3.075275985809354 Movie Vector: [1.6942986756773295, -0.7325472131791074] User Vector: [1.8310092946047591, -0.4532892851611769] Predicted: 3.434332425610495 Movie Vector: [1.670295450559131, 0.28347454947060563] User Vector: [2.5078910327661443, -0.8058099342839382] Predicted: 3.960492374447254 Movie Vector: [1.528896345649451, -0.10557605100270709] User Vector: [2.149158216482023, -0.5998076256825117] Predicted: 3.349165463882726 Movie Vector: [2.3737295837697228, 0.9814676101166815] User Vector: [1.927918931390976, 0.34226307323569044] Predicted: 4.912278323072294 Movie Vector: [2.078569012948164, -0.7593295247451947] User Vector: [2.371796606327479, 0.5443968484486782] Predicted: 4.516566330722597 Movie Vector: [2.111905659604902, -0.22501479091628662] User Vector: [1.8887491934206535, 0.22700457843619817] Predicted: 3.9377807234054107 Movie Vector: [1.9451096829476688, -0.2257927093100036] User Vector: [1.6308782727016644, -0.5852416070522064] Predicted: 3.3043804079982344 Movie Vector: [1.2307858731330847, -1.1913812878136618] User Vector: [1.9076735579661426, -0.4425173856098935] Predicted: 2.8751445984421067 Movie Vector: [2.3541630213611238, 0.12628099847890115] User Vector: [1.8159397226101428, -0.06653896660705098] Predicted: 4.266615536848683 Movie Vector: [0.9189073284841202, -0.6304383580043552] User Vector: [1.5213566681045845, -0.5790520618082673] Predicted: 1.7630424226049264 Movie Vector: [2.4261615091424544, -0.9655716144523755] User Vector: [1.766274357867553, -0.8862130653647555] Predicted: 5.140969041916597 Movie Vector: [1.9541336236214275, -0.7753609113145229] User Vector: [1.9896980040098227, 0.21624890125684004] Predicted: 3.720464825338768 Movie Vector: [1.768758991597543, -0.8549229522653592] User Vector: [2.0021473978428976, 0.41557705369894277] Predicted: 3.1860298507962086 Movie Vector: [1.9004848710228062, 0.5466283286739317] User Vector: [1.6726068951868183, -0.8618885950329169] Predicted: 2.70763137726501 Movie Vector: [1.9779020884154523, 8.476165712726323e-05] User Vector: [1.8141805541824692, -0.14642983205730825] Predicted: 3.58825909524499 Movie Vector: [1.773681576462397, -0.06645924062476002] User Vector: [1.7406367489162207, -0.519709481164237] Predicted: 3.121874830329767 Movie Vector: [1.9832208353289418, -0.2021611256443185] User Vector: [1.7106720170894356, -0.29267673944553985] Predicted: 3.4518082458021757 Movie Vector: [2.0911766414244184, -0.5102428388218999] User Vector: [2.12683593981038, -0.558905848620626] Predicted: 4.732767344307768 Movie Vector: [1.998569261516019, -0.21560998611386809] User Vector: [2.091316719619743, -0.9383063718923899] Predicted: 4.381949535740805 Movie Vector: [1.9522034408947375, -0.10690283237409628] User Vector: [1.8854358337526815, -0.5102812914259881] Predicted: 3.735304837599173 Movie Vector: [2.455178224965978, 0.5601531950897906] User Vector: [1.2215576432126622, -0.8091458081734207] Predicted: 2.545896116414635 Movie Vector: [1.599545225453007, -0.9274854377143386] User Vector: [1.89030443992279, 0.006376719151853848] Predicted: 3.0177131273773803 Movie Vector: [1.603588312683106, -0.03581673542066484] User Vector: [1.9958398161061783, -0.2854986842828421] Predicted: 3.210731033933374 Movie Vector: [2.174662836706516, -0.13631837815351594] User Vector: [1.8320738927857039, 0.18513858004509384] Predicted: 3.9589052177759165 Movie Vector: [2.209875963029638, 0.03435010633446195] User Vector: [1.4596984398485273, -0.4192410019278169] Predicted: 3.2113515224971376 Movie Vector: [2.5525283381968706, 0.3026309582632271] User Vector: [1.875732324823654, -0.4894203065551899] Predicted: 4.639746177617995 Movie Vector: [1.9243131209706863, -0.5946119177863938] User Vector: [1.9444799329464153, -0.0826069379054572] Predicted: 3.7909073182034128 Movie Vector: [1.9977579811507398, 0.49650382873081583] User Vector: [-0.2119095512616308, -0.8248234234388004] Predicted: -0.8328719850792181 Movie Vector: [2.0419475019923796, 0.6535429340757284] User Vector: [1.6975195657288318, -0.49503797293809726] Predicted: 3.142717267510312 Movie Vector: [1.9322770778716052, 0.03668785319722699] User Vector: [1.5799286259747285, -0.17799942875317862] Predicted: 3.046329451732862 Movie Vector: [1.5530449910406854, -0.6130142979132974] User Vector: [1.8802577712749087, -0.43053183385680566] Predicted: 3.1840470834048737 Movie Vector: [1.990354865988228, 0.009186320108740008] User Vector: [1.6067459875639851, -1.0047471858791086] Predicted: 3.1887647654771976 Movie Vector: [1.911420501444662, -0.7021342131122971] User Vector: [1.8297192785917344, -0.5069650051304498] Predicted: 3.853320415941518 Movie Vector: [1.6450440542355331, 0.36810653493069984] User Vector: [1.8039213735025819, 0.9904091350660383] Predicted: 3.33210620466169 Movie Vector: [0.8636191007323103, -0.7832563071698385] User Vector: [2.0448733489142277, -0.47620449448500884] Predicted: 2.138981856508781 Movie Vector: [1.7641352850826004, -0.0636089629070652] User Vector: [1.709483047457836, -0.2110029071570048] Predicted: 3.0291810393655347 Movie Vector: [0.219011290543606, 1.129864878210739] User Vector: [1.195005767836714, 0.13913034937444982] Predicted: 0.41891825067235183 Movie Vector: [2.361311156175248, -0.6551131594695359] User Vector: [2.019192681259424, 0.004536220107940674] Predicted: 4.764970467238326 Movie Vector: [2.140550487134359, 0.1038934649098426] User Vector: [1.9815508385029375, -0.5077250606957285] Predicted: 4.18886029686172 Movie Vector: [1.6410255112591152, -0.055054535091853166] User Vector: [0.9202435545045627, -1.6260628509923754] Predicted: 1.599665283805274 Movie Vector: [1.4812394003372382, -0.8212044860430657] User Vector: [1.625969260982201, 0.5690878165907014] Predicted: 1.94111226516732 Movie Vector: [2.0578981343637253, -0.16019930190997256] User Vector: [1.9565417295019292, 0.5219443554915454] Predicted: 3.9427484535612005 Movie Vector: [1.5128281949398805, -0.3231512790335249] User Vector: [2.0903286084174564, -0.5875449709175184] Predicted: 3.3521739643450843 Movie Vector: [-0.17837083389257896, -0.2266256718952703] User Vector: [2.0021142348286425, -0.9679493542447223] Predicted: -0.1377566128482844 Movie Vector: [1.7805064285263732, -0.6108439542844594] User Vector: [1.6008171031330705, -0.267312234201836] Predicted: 3.0135512051918614 Movie Vector: [2.0711767789935, 0.021039002326871295] User Vector: [2.1227129002626337, -0.7851405369013755] Predicted: 4.379995093911123 Movie Vector: [2.4735528982770094, -0.505611579762582] User Vector: [1.2588411627016591, -0.20584948522199917] Predicted: 3.217890089887499 Movie Vector: [0.8511066436767578, 0.3624439239501953] User Vector: [1.8052312102162464, -1.3453402379485497] Predicted: 1.0488338814975193 Movie Vector: [0.6217304832235621, -0.64484831244828] User Vector: [1.7664288264867432, -0.12806967236535025] Predicted: 1.1808281599722328 Movie Vector: [0.4281837837043633, 0.23153251750142764] User Vector: [1.2454235042727224, -0.6859876102388598] Predicted: 0.37444171000045023 Movie Vector: [2.2021876206905775, -0.2141640021572295] User Vector: [1.8239313332784355, -0.29675379235560945] Predicted: 4.080192982961643 Movie Vector: [2.0348788570388257, 0.03446473216926836] User Vector: [1.8759920331013398, -0.06144420662838708] Predicted: 3.8152988660063967 Movie Vector: [2.338329315683365, 0.10667046059529202] User Vector: [1.6552075498983085, -0.670883661709289] Predicted: 3.7988568682672654 Movie Vector: [1.1042692664685938, -0.9813891220491733] User Vector: [1.7815976187751157, -0.665117969609663] Predicted: 2.620103035881346 Movie Vector: [1.6548802353652659, -1.3218312404676522] User Vector: [2.061211889845099, -0.3721664271037864] Predicted: 3.903000027403554 Movie Vector: [1.7080234275503217, -0.5057738891198441] User Vector: [-0.2898757063390504, 0.17190209954298724] Predicted: -0.5820580909385186 Movie Vector: [0.9619406131507005, 0.5016517802767528] User Vector: [1.6466039142353868, -0.01273258605144046] Predicted: 1.5775478544156991 Movie Vector: [2.0958493931481215, -0.45422136546759845] User Vector: [2.0440565179005596, -0.41374260120488426] Predicted: 4.471965341873749 Movie Vector: [0.8068795584121031, -0.8166570028367577] User Vector: [-0.06188291416994118, 0.0860491635115897] Predicted: -0.12020471042868115 Movie Vector: [1.2960191909558727, -0.46752565686803554] User Vector: [2.022834435392886, 0.8217121760410726] Predicted: 2.2374607235355026 Movie Vector: [1.588415168984428, 0.13522945987747553] User Vector: [1.7238655950785018, -0.4473979228459147] Predicted: 2.6777128810563022 Movie Vector: [1.4707938509252279, -0.4495513408758061] User Vector: [1.634464403076821, -0.29286017412921156] Predicted: 2.53561587757047
avg loss: 10.003037454032217: 68%|██████████████████████████████▍ | 47393/70000 [01:16<00:38, 580.44it/s]
Movie Vector: [2.4942859385840053, 0.5354329428112291] User Vector: [1.8692381167328245, 0.5287405994777199] Predicted: 4.94551948559406 Movie Vector: [1.165298956953542, -0.7480285202946668] User Vector: [2.0163414417150216, 0.3644436324064055] Predicted: 2.0770263478129385 Movie Vector: [2.1983791568329187, 0.2076611655415906] User Vector: [1.7467174166153143, -0.2790499964987622] Predicted: 3.781999314046839 Movie Vector: [2.0847901662020245, -0.17311004465651725] User Vector: [2.463238121904886, -0.570946369664876] Predicted: 5.234171165110412 Movie Vector: [1.6502025966060136, -0.7900565867267411] User Vector: [2.1629510126116904, -0.17344435652611048] Predicted: 3.706338233647453 Movie Vector: [2.0358433302095453, -0.051830743078276655] User Vector: [2.091495831796785, -0.5124746051547548] Predicted: 4.284519778918467 Movie Vector: [1.9475145820538595, 0.36212511199536895] User Vector: [1.7168858906018625, -0.2863435620006145] Predicted: 3.239968113211029 Movie Vector: [0.9575656111061663, 0.5975093298436475] User Vector: [1.6021518754828796, -0.7393484300423124] Predicted: 1.0923979547761191 Movie Vector: [1.7554133034684258, -0.3707396832083633] User Vector: [2.1915404725462135, -0.11710349742123372] Predicted: 3.8904742141336435 Movie Vector: [2.1174640885321607, -1.1145649990479645] User Vector: [1.4234743436371984, -0.7698106114753305] Predicted: 3.8721597670447707 Movie Vector: [1.9365555667974816, 1.2457260699064066] User Vector: [1.411775130914425, -0.09549775651459448] Predicted: 2.6150169439307684 Movie Vector: [1.8945394109709952, 0.08212947696419658] User Vector: [1.5322007887469475, -0.218599271345699] Predicted: 2.8848613359815594 Movie Vector: [1.4199726901655245, -1.247438328088324] User Vector: [2.091437017385198, -0.6486419700540156] Predicted: 3.778924302540319 Movie Vector: [1.2888980617781196, -1.687629519946367] User Vector: [1.8545953248762872, -0.36422908038293655] Predicted: 3.0050680676929704 Movie Vector: [2.2867202592108247, 0.41697291776205003] User Vector: [1.8855647955283426, 0.5548195200250065] Predicted: 4.543103932085544 Movie Vector: [1.8923558377161893, 0.4575472314064346] User Vector: [2.0365004883268107, -0.5766906193180602] Predicted: 3.58992039135007 Movie Vector: [2.3513935198266607, 0.003981209416929072] User Vector: [2.1865011736805573, -0.3191166284016143] Predicted: 5.14005422075976 Movie Vector: [1.9642736988490634, -0.0776375994266101] User Vector: [1.7100281481665967, 0.44130568136005266] Predicted: 3.324701402021096 Movie Vector: [1.3346276862988118, -0.4965924082870702] User Vector: [1.6728704896997144, -0.18924161641896592] Predicted: 2.3266352211911223 Movie Vector: [1.8198566710453445, -0.43416871291173625] User Vector: [1.9758370583004872, -0.32306396444748336] Predicted: 3.736004517079078 Movie Vector: [2.0621958330493046, -0.41010524541287446] User Vector: [1.4426732081884113, -0.4237292369008408] Predicted: 3.148848261065843 Movie Vector: [2.3655250397429497, -0.23089762114010504] User Vector: [0.8627848066534799, -0.5311936285902731] Predicted: 2.163590409254861 Movie Vector: [1.934822987193982, -0.5465838229383304] User Vector: [1.8288483597703027, -0.12543732165675986] Predicted: 3.607059857385888 Movie Vector: [1.8275913089562494, -0.3734018352024092] User Vector: [1.7498051027905535, -0.17477400973100293] Predicted: 3.2631895342065524 Movie Vector: [1.3859866584244755, -0.6901684220116218] User Vector: [1.6480762176342194, -0.6804557159286682] Predicted: 2.753840697418978 Movie Vector: [1.9721193978842344, 0.18192440316998787] User Vector: [1.828709351240299, -0.28672143074521467] Predicted: 3.554271559508919 Movie Vector: [0.5101331073678396, -0.6627162547414948] User Vector: [1.9077463545124478, 0.46120544006723196] Predicted: 0.6675562339893442 Movie Vector: [1.929170661059912, -0.07955832196841776] User Vector: [0.9995313459088893, -1.077036587621326] Predicted: 2.0139537709468986 Movie Vector: [1.6594788859968643, -0.12565630589230298] User Vector: [1.9922926558146032, -0.01319786889595391] Predicted: 3.3078259925020688 Movie Vector: [1.6344076716130196, 0.5557712555432501] User Vector: [1.9336605894674925, -0.3686022851877241] Predicted: 2.955531146886531 Movie Vector: [2.008799247410025, 0.17617340784182325] User Vector: [1.7215609619014385, -0.2577314034112229] Predicted: 3.412864944991278 Movie Vector: [1.9230820356627474, -0.24932618210063007] User Vector: [1.633999315405393, -0.6649722555742659] Predicted: 3.308109723426515 Movie Vector: [1.0309656166719052, -0.8470498843948799] User Vector: [1.701091269178485, -0.5935701522890872] Predicted: 2.256550138220513 Movie Vector: [1.8599375473390292, 0.47921016021005197] User Vector: [2.510860556091186, -0.8053059609979984] Predicted: 4.284133025818591 Movie Vector: [2.0807659406425545, 0.17560361533510005] User Vector: [1.8449969045575274, 0.15191369887993628] Predicted: 3.8656833143364895 Movie Vector: [1.503916282775113, -0.5851434868899102] User Vector: [1.4978968007559177, -0.5965387023021422] Predicted: 2.6017721249034316 Movie Vector: [2.2184316364922867, 0.9892124439756759] User Vector: [0.31169276707858845, 0.7217641903607973] Predicted: 1.4054472140738914 Movie Vector: [2.40113600617245, -0.21782612632385961] User Vector: [2.0119648803233825, -0.8631437734839779] Predicted: 5.019016581937492 Movie Vector: [1.0687236614266717, -0.5942019064386337] User Vector: [1.7903775400236832, -0.6785368613871235] Predicted: 2.316606736535304 Movie Vector: [0.23251051801098518, -1.4484935935368677] User Vector: [1.9610089923935805, -0.034620835498840916] Predicted: 0.5061032750685963 Movie Vector: [1.818110797652123, -0.3912253036932438] User Vector: [1.9370743608093322, -0.7513422239217225] Predicted: 3.8157599009738643 Movie Vector: [1.3466708160385574, 0.9968706636244082] User Vector: [1.773369843038117, -0.22663572746428168] Predicted: 2.1622189056239907 Movie Vector: [1.155658813690064, -1.173954286325667] User Vector: [1.957155818396472, -1.118640213623141] Predicted: 3.5750368449338197 Movie Vector: [2.399414274897359, -0.2170874943307064] User Vector: [1.438680710629301, -0.4195676995550446] Predicted: 3.5430739347019244 Movie Vector: [-0.0006766832338455098, -0.14630994658447216] User Vector: [1.5143315636021595, -0.901425773961183] Predicted: 0.13086283405855453 Movie Vector: [2.168941347844926, 0.13306781997718403] User Vector: [2.429474764470685, 0.17812232969834396] Predicted: 5.293090620308497 Movie Vector: [1.5744587202048117, -0.7454441179993778] User Vector: [0.8875346172779679, -1.310757789894655] Predicted: 2.3744833022557716 Movie Vector: [1.8863498625277, -1.1900636440312762] User Vector: [2.1141703905936398, 0.8389210592017231] Predicted: 2.9896955728882655 Movie Vector: [1.997665800545768, -0.5432336564738299] User Vector: [1.9433757762111716, -0.3154278534635951] Predicted: 4.053566351936864 Movie Vector: [2.6770410118423174, -0.1389461018228412] User Vector: [1.7440152112798095, 0.0022300577078939463] Predicted: 4.668490388047543 Movie Vector: [2.181604695414688, 0.20043745138407332] User Vector: [2.366178272578788, -0.699590491934253] Predicted: 5.021841494430268 Movie Vector: [1.6133857700463201, -0.02963557256733341] User Vector: [1.919299960909565, -1.074635970081712] Predicted: 3.1284186976567736 Movie Vector: [2.3894193624158313, -0.27583985917373377] User Vector: [1.7108295577533053, 0.7808428038863484] Predicted: 3.8725017020282273 Movie Vector: [-0.5934356850330567, -0.41187516741513425] User Vector: [0.9821398395993035, -0.41178022238746576] Predicted: -0.4132347804767904 Movie Vector: [1.5754351935280053, 0.3826564815109961] User Vector: [1.0883590370443375, -0.406492101268234] Predicted: 1.5590922929205853 Movie Vector: [2.1147501903696675, 0.37582010942765093] User Vector: [1.7355824752131208, -0.6219084126654039] Predicted: 3.436597682157317 Movie Vector: [0.899219442929361, -0.7713950103243732] User Vector: [1.789347511164205, -0.15184054340446787] Predicted: 1.7261451097432627 Movie Vector: [1.8384412128390801, 0.43277358419002565] User Vector: [1.8877508092860462, -0.6574650407188659] Predicted: 3.185985385210249 Movie Vector: [2.20737209386704, -0.6492512973893777] User Vector: [1.9448458081295854, 0.14779582514968978] Predicted: 4.197041732512369 Movie Vector: [2.2531163011444795, 0.5906073057109333] User Vector: [1.6598409900079008, 0.1092055849183791] Predicted: 3.8043124081718225 Movie Vector: [0.5162581740385899, 0.13391421723894276] User Vector: [1.9233091130278486, 0.19167450113148243] Predicted: 1.0185919915872244 Movie Vector: [2.0565421020917003, 0.09257274205896793] User Vector: [2.19393585095717, -0.6028996899905865] Predicted: 4.456109369292871 Movie Vector: [1.838294045288563, 0.4728563014190557] User Vector: [1.5520169127320236, 0.3796835890163792] Predicted: 3.0325992264742165 Movie Vector: [1.0074784018182774, -0.40991988851208505] User Vector: [1.6773819692503416, -0.6779566406809667] Predicted: 1.9678340161830987 Movie Vector: [1.9714271462967026, 0.07115989449102345] User Vector: [1.7431563289572094, 0.5919529821179471] Predicted: 3.478629018896307 Movie Vector: [2.345068873451469, -0.20711175583453464] User Vector: [0.832941176113436, 0.46442676085930606] Predicted: 1.8571161836215604 Movie Vector: [2.070003380327363, -0.46135236406030755] User Vector: [1.9924880140721797, -0.9411802689023655] Predicted: 4.5586726664561885 Movie Vector: [1.9479875803735163, -0.14140099507459852] User Vector: [1.5129907848638176, -0.6331937998331224] Predicted: 3.0368214915057647 Movie Vector: [2.382666802234697, -0.6550651829133746] User Vector: [1.6602984956521312, 0.01988977288742371] Predicted: 3.9429090096759354 Movie Vector: [1.3636226778700669, -0.7078372874159323] User Vector: [1.578291567094989, 0.08782910962306864] Predicted: 2.090025454470064 Movie Vector: [1.6393803255143233, -0.8413237583371216] User Vector: [1.727140429596295, -0.12215058049358546] Predicted: 2.934208225144447 Movie Vector: [2.3813399964436255, 0.9828186851997414] User Vector: [1.6648907386531453, -0.0031960118603060264] Predicted: 3.9615298054888775 Movie Vector: [2.3290798277654514, -0.3257098388095747] User Vector: [1.83536520613156, -0.04339094071617248] Predicted: 4.288844934490056 Movie Vector: [1.9961608724874262, -0.2441124580664087] User Vector: [1.0487224216829563, -0.41611941430243476] Predicted: 2.1949985973382984 Movie Vector: [1.735207419497147, -0.10628699831076904] User Vector: [1.7497525904410511, 0.11920006251969305] Predicted: 3.0235142603739904 Movie Vector: [2.350424495084251, -0.2041255977736412] User Vector: [2.065868948868008, -0.3193208741585917] Predicted: 4.920850545372545 Movie Vector: [1.7228829099658354, -0.9775889268162352] User Vector: [1.6438657672557895, -0.34679352943185393] Predicted: 3.171209750946976 Movie Vector: [0.5945574630694261, -1.67051842713935] User Vector: [1.0851326614080996, -1.0805667558728298] Predicted: 2.4502803997003237 Movie Vector: [1.7215344796226395, -0.12606739087348948] User Vector: [2.0410340400375606, -0.5953149262439408] Predicted: 3.588760273507773 Movie Vector: [0.15247848405974762, -1.5785752736474858] User Vector: [2.0053722115069235, -0.4205679783296969] Predicted: 0.9696743262652905 Movie Vector: [1.9283807834350004, 0.14889170046131758] User Vector: [1.9153779302245515, 0.4512912251287087] Predicted: 3.760771511573215 Movie Vector: [2.1444193639560374, -0.46405253495167537] User Vector: [1.8921833866263795, 0.0304962019650827] Predicted: 4.043482854609227 Movie Vector: [1.7470023561582455, -0.3636441350749698] User Vector: [1.7356469793650295, -0.22168191203407422] Predicted: 3.1127926895730447 Movie Vector: [0.41061580394018515, -0.37166732965018046] User Vector: [2.1204530227293876, -1.1382737747780778] Predicted: 1.2937506969280221 Movie Vector: [1.2491112664829058, -0.6128946057224716] User Vector: [1.5322707843682524, -0.6623240409757526] Predicted: 2.3199115320113313 Movie Vector: [1.3352430700684923, -0.20340862401965648] User Vector: [1.2007326237091354, 0.1686748230715053] Predicted: 1.5689600011450477 Movie Vector: [2.056733528642349, -0.24170641710831345] User Vector: [1.5806905827962694, -0.8502883422398089] Predicted: 3.4565794687580538 Movie Vector: [1.8225369981911264, 0.2707112244723789] User Vector: [2.3474536660254333, -0.5613322355171038] Predicted: 4.126362221058095 Movie Vector: [2.109573654333945, -0.48004395009095036] User Vector: [1.4931515904734496, -0.5396699519672414] Predicted: 3.408978552677365 Movie Vector: [1.980279842556223, 0.42847302018520084] User Vector: [2.337090173988094, -0.5628715807386396] Predicted: 4.386917275609336 Movie Vector: [2.2392206746978798, 0.020352671077503867] User Vector: [1.7682132305450982, -0.6830752113762665] Predicted: 3.945517218012575 Movie Vector: [1.6482531978984403, -0.47032894584713225] User Vector: [1.768283584003176, -0.27701283405473676] Predicted: 3.0448662263516413
avg loss: 9.983489269936511: 68%|███████████████████████████████▏ | 47455/70000 [01:17<00:38, 581.59it/s]
Movie Vector: [2.414752890767634, 0.51293588852784] User Vector: [1.8164826639144531, -0.09040998401396147] Predicted: 4.33998223823473 Movie Vector: [1.9182460870841493, 0.11468754101973937] User Vector: [1.8965450474070884, 0.6656305511644836] Predicted: 3.7143796473081383 Movie Vector: [2.1261421561419374, -0.3851518368079801] User Vector: [0.4592710480127108, -1.1550833054967735] Predicted: 1.4213579930536278 Movie Vector: [1.602895495886785, 0.2072054585808985] User Vector: [1.7263865955771984, 0.4595824104885864] Predicted: 2.8624452823310143 Movie Vector: [1.2445211285377036, -0.42894192696849853] User Vector: [2.363952804757843, -0.33270074900971525] Predicted: 3.0846985127711903 Movie Vector: [2.119679920743846, -0.024985309887509757] User Vector: [2.6300584969405976, -0.22264100606875875] Predicted: 5.58044494087702 Movie Vector: [2.3902300709596838, -0.4044602579945845] User Vector: [1.8706738637921048, -0.3689052632144167] Predicted: 4.620548440129491 Movie Vector: [1.0309667025250302, -0.13795688262221556] User Vector: [0.7165101674291883, -0.23816226861839818] Predicted: 0.7715542487769564 Movie Vector: [2.418615439451701, -0.15465304276732994] User Vector: [1.6944568896539003, -1.377180336097206] Predicted: 4.311224724218998 Movie Vector: [0.9161439378415288, 0.639424697707883] User Vector: [2.298561143778159, -0.5852640606133963] Predicted: 1.7315805625934417 Movie Vector: [1.7769984425325283, 0.005134461722534678] User Vector: [1.5324694800362229, -0.017858829045010516] Predicted: 2.7231041837788608 Movie Vector: [2.243555847615498, 0.01867795837549463] User Vector: [1.5483943032463963, -0.20519457259109228] Predicted: 3.470076477777243 Movie Vector: [2.0580219456371434, -0.7158327493573857] User Vector: [2.067306384519888, 0.8056693756158193] Predicted: 3.6778373834775877 Movie Vector: [2.4762224460677307, -0.23622190721729236] User Vector: [2.2488297547035234, -0.5103407737027346] Predicted: 5.689156386876662 Movie Vector: [0.9539719985555961, -0.6318106924790853] User Vector: [1.086918131835682, -1.0816676034482242] Predicted: 1.7202986200604156 Movie Vector: [1.5918558338113344, 0.061525253240435236] User Vector: [2.207521953687535, -0.21377194124555168] Predicted: 3.500904327423265 Movie Vector: [1.9896077887188315, -0.26349503926543083] User Vector: [2.1836774870089353, 0.10194914334802975] Predicted: 4.3177986426733765 Movie Vector: [1.8814316483998035, -0.97758223999841] User Vector: [2.193223801869869, -0.22051485431803192] Predicted: 4.341972078098856 Movie Vector: [2.27448588045867, -0.010285410241882138] User Vector: [1.8387147508562995, -0.5544910162705177] Predicted: 4.187833906591515 Movie Vector: [1.5932493524106197, 0.013229320904294425] User Vector: [2.430552535537641, -0.3092820927346993] Predicted: 3.8683846611905968 Movie Vector: [2.106131006713834, -0.05971105434834131] User Vector: [1.8260008289605008, 0.11452961430257766] Predicted: 3.838958280134759 Movie Vector: [1.0810518176981065, -0.2806787117368017] User Vector: [2.088770994143174, 0.4153094472066061] Predicted: 2.1415011593594855 Movie Vector: [1.9004550370203732, -0.8014221901931949] User Vector: [2.3084389324900636, -0.5060603458777139] Predicted: 4.792652387667918 Movie Vector: [2.4149569589628843, -0.9599498271482456] User Vector: [-0.6628727582455147, -0.42969931724681665] Predicted: -1.1883193951151267 Movie Vector: [2.04475717505191, 0.4129441122861412] User Vector: [0.8760264998004524, 0.1610873335044215] Predicted: 1.8577815369371107 Movie Vector: [1.7229002259329635, -0.20093735498818113] User Vector: [1.9628559119608424, -0.3541524153643014] Predicted: 3.452967343797167 Movie Vector: [1.5974301539450968, -0.2920470947607877] User Vector: [1.656949568648045, -0.12095090081294584] Predicted: 2.6821845637158295 Movie Vector: [1.7864541898580977, 0.1259733365580777] User Vector: [2.0472400276143157, -0.37621596583544464] Predicted: 3.6099073444940912 Movie Vector: [2.362761638629202, -1.2894159346782297] User Vector: [1.0133652023339481, -0.13604167502478504] Predicted: 2.5697547295536474 Movie Vector: [1.0982839591383609, -0.5109620915432449] User Vector: [2.232285605722813, -1.1941459763366404] Predicted: 3.061846798657745 Movie Vector: [2.05913409593185, -0.33310261561284105] User Vector: [1.7453174703556864, -0.808227343516721] Predicted: 3.8630653535701573 Movie Vector: [2.2916578355894184, -0.6342424585959796] User Vector: [2.052794628135835, -0.28677079098084285] Predicted: 4.886185105948556 Movie Vector: [1.296004852545722, -0.6331643581277384] User Vector: [1.755437796558051, -0.15774056133723616] Predicted: 2.3749316039512043 Movie Vector: [0.6120135001649272, 0.14983237315945905] User Vector: [1.8102675403810355, -0.9140701020231641] Predicted: 0.9709508810033116 Movie Vector: [2.0438524908130082, -0.5364492866739744] User Vector: [1.49896091155771, -0.31678534633612054] Predicted: 3.2335942657893426 Movie Vector: [1.7404256760645433, -0.23069381512967385] User Vector: [1.6268128238949413, -0.38209308562572003] Predicted: 2.9194933205154885 Movie Vector: [1.6318853679265426, -0.768478529390107] User Vector: [0.5971733690343064, -1.3598230656928456] Predicted: 2.019513312796867 Movie Vector: [1.9969135726054779, -0.33236643161082663] User Vector: [1.7548942187481584, 0.2452509853316051] Predicted: 3.422858889061379 Movie Vector: [2.117433867424315, -0.3632501755543559] User Vector: [-0.9712552219060507, -1.350775864051203] Predicted: -1.5658991310254042 Movie Vector: [1.871460287016635, -0.18304015297864967] User Vector: [1.8698029757482517, 1.2722974254721195] Predicted: 3.2663804982656224 Movie Vector: [2.0910552396846738, -0.10135220485992508] User Vector: [2.1127478505435926, -0.4149730052304387] Predicted: 4.459930892049166 Movie Vector: [1.9764318382443815, -1.2608114102594699] User Vector: [0.6571231731111362, -0.8685180324163388] Predicted: 2.393796606271648 Movie Vector: [1.19252412406772, -0.5613752257189035] User Vector: [2.5116850787957614, -0.3086084201241194] Predicted: 3.1684901700308092 Movie Vector: [2.087165786268995, 0.25461569010461593] User Vector: [2.0099101173411826, -0.8629573696069065] Predicted: 3.9752931441970913 Movie Vector: [0.6426819921856411, -1.3884833610695007] User Vector: [2.0619447593493483, -0.7761600178095311] Predicted: 2.402860035971323 Movie Vector: [1.9307396755483741, -0.8872857460118001] User Vector: [1.8322335154690366, -0.36279859144616267] Predicted: 3.8594719620488833 Movie Vector: [1.9045010215266205, 0.23852819584373236] User Vector: [1.9954233400391548, -0.5919748700250419] Predicted: 3.6590830917507304 Movie Vector: [1.7411531685988018, -0.7557117127421352] User Vector: [2.179631700332966, 0.06371400518161492] Predicted: 3.746923221431678 Movie Vector: [0.9706761393979807, 0.6278621246969271] User Vector: [1.7271361188540286, -0.7765811852016549] Predicted: 1.1889039071236716 Movie Vector: [2.386932266075462, -0.6550140842059587] User Vector: [1.8173224141309445, -0.10856250240454551] Predicted: 4.408935476242926 Movie Vector: [1.2613622483707385, 0.3012390692754018] User Vector: [1.9524597589979442, -0.023834762572293944] Predicted: 2.4555790697693594 Movie Vector: [2.116752842163193, -0.5169639440612964] User Vector: [1.7948660486964856, -0.33081765551100367] Predicted: 3.9703086098385856 Movie Vector: [2.2331586246604664, 0.0935859502099013] User Vector: [1.5561597650634704, -0.5676810835444044] Predicted: 3.4220246270814045 Movie Vector: [1.7399576522929865, -0.5891150596229465] User Vector: [1.293529737395746, -0.26286589405904076] Predicted: 2.405545221901696 Movie Vector: [2.2000377293663327, -0.27087310666959413] User Vector: [2.1081351485740045, -0.8759521197504143] Predicted: 4.875248737436721 Movie Vector: [1.5945617766033395, -0.17778161974687623] User Vector: [1.8633721377031216, -0.6578858637151456] Predicted: 3.0882220008289036 Movie Vector: [2.1469817210900195, -0.1763311385258621] User Vector: [2.296029383198522, -0.43019907755828174] Predicted: 5.005390609951447 Movie Vector: [1.9962967278934785, -0.180461428789481] User Vector: [1.7117722131812818, -0.41929128728420784] Predicted: 3.4928711728550597 Movie Vector: [1.9423262836932453, -0.8895799978520312] User Vector: [1.4165937787977947, -1.2149196286217907] Predicted: 3.832255530495055 Movie Vector: [1.9951737288087628, 0.14940853586954614] User Vector: [1.9469910806194526, -1.1912167429067977] Predicted: 3.7066075048159215 Movie Vector: [1.4136680607464305, 0.5423693905625789] User Vector: [2.362196037464024, -0.1586196692144891] Predicted: 3.2533306380615685 Movie Vector: [2.119363810842536, -0.05888107227551576] User Vector: [1.793652795290527, -0.3382447234361148] Predicted: 3.821319035562752 Movie Vector: [2.122744346426827, 0.5597957154887239] User Vector: [1.6682797100182174, -0.3311478337246556] Predicted: 3.355956184187323 Movie Vector: [1.9768144996774695, 0.18096177961795873] User Vector: [1.9571777479215844, -0.12831632923905825] Predicted: 3.8457569992443394 Movie Vector: [0.5347735525349551, 0.005552825049401522] User Vector: [1.8281075438360306, -0.8683276833682804] Predicted: 0.9728018939218489 Movie Vector: [1.9569649997810818, -0.04151764278481466] User Vector: [1.735297328038594, -0.24811940406333688] Predicted: 3.4062174679710413 Movie Vector: [1.9055294108314305, -0.5282790686945488] User Vector: [1.93613749312151, 0.4528940862685381] Predicted: 3.450112470445262 Movie Vector: [2.1017397615587337, 0.8210022156036028] User Vector: [1.8470165465872375, -0.25218200820851167] Predicted: 3.674906128744742 Movie Vector: [1.8810647261431293, 0.5164579227909043] User Vector: [2.26332571133866, -0.5722898611472014] Predicted: 3.961898526449581 Movie Vector: [1.7939592649818659, -0.7890035429777945] User Vector: [2.1642709327926783, -0.2054710919624163] Predicted: 4.044731311352233 Movie Vector: [1.9746613993842552, -0.11298093689278105] User Vector: [2.479306813624778, -0.22086405027140057] Predicted: 4.9207448894208206 Movie Vector: [0.6253055874646996, -0.12940599742923928] User Vector: [2.1684764731458133, -0.7807857018575862] Predicted: 1.4569988074711921 Movie Vector: [2.012462514742025, 1.336854791181767] User Vector: [2.609970463302506, -0.3548758111133599] Predicted: 4.778050293618758 Movie Vector: [1.9303729477010212, -0.7736382599910082] User Vector: [0.9690042943490333, -0.14907262202877541] Predicted: 1.9858679599361306 Movie Vector: [2.0233259454221897, -0.7557793063556705] User Vector: [2.2664390838844732, -0.2642706180751425] Predicted: 4.7854752665613685 Movie Vector: [0.2838375661208777, -0.19492129179861709] User Vector: [2.487079420349029, -0.8114331354750557] Predicted: 0.8640921643961919 Movie Vector: [1.0761360451117665, 1.4790557248164757] User Vector: [1.7860323223828936, -0.812367188809848] Predicted: 0.720477418588638 Movie Vector: [1.167809582445106, 0.7142485058490877] User Vector: [2.3794807983553143, 0.3152925929079037] Predicted: 3.0039777409532222 Movie Vector: [2.083895740646441, -0.09381804830270671] User Vector: [1.9822824570340278, -0.6131329199321272] Predicted: 4.188392902869544 Movie Vector: [2.167827855452821, -0.27284643153659616] User Vector: [1.9253783039990071, -0.5229919389395435] Predicted: 4.316585203955617 Movie Vector: [1.862336248007331, -0.10394452089339926] User Vector: [2.2590171928801106, -0.21943732650376258] Predicted: 4.229858910941961 Movie Vector: [0.3694994919024517, -0.8634100463853941] User Vector: [1.813439913417563, 0.7792371403830851] Predicted: -0.0027360489199659277 Movie Vector: [2.574505597285877, -0.5221196681048377] User Vector: [1.3907594590119856, -1.0065252982765243] Predicted: 4.106044666379897 Movie Vector: [2.219296791001795, -0.21141577973355968] User Vector: [1.8723642654140138, -0.661087070998264] Predicted: 4.295096244406627 Movie Vector: [2.2259346582778052, -0.3776191882677077] User Vector: [1.0781470137839426, -0.35014968037618555] Predicted: 2.5321080427762492 Movie Vector: [1.7621737796788484, 0.0329727462638263] User Vector: [1.554611434573816, -0.01779485205138223] Predicted: 2.738908762453405 Movie Vector: [1.8453192812329147, 0.2560854240846002] User Vector: [2.198247142051709, 0.5528953966913304] Predicted: 4.198056288279291 Movie Vector: [0.21098306044901352, -0.03603617807326962] User Vector: [2.00020453195341, -1.075344533472283] Predicted: 0.4607605807738413 Movie Vector: [2.1237098545520774, 0.10820847466576346] User Vector: [1.7733978563965216, -0.09650887006336907] Predicted: 3.755739426049549 Movie Vector: [1.8719349908764498, -0.10382976184329316] User Vector: [1.7967410928554919, -0.09531947217760177] Predicted: 3.373279519357016 Movie Vector: [1.676693899062985, -0.5282191314901914] User Vector: [1.7813917509887207, -0.05328844416168581] Predicted: 3.0149966564174653 Movie Vector: [1.2031299032661156, 0.39326484935669276] User Vector: [1.7610470307283017, 0.031760274829095575] Predicted: 2.131258543423413 Movie Vector: [2.2931732020399687, -0.7963288042289434] User Vector: [1.5533189568251544, -0.17198836735757006] Predicted: 3.6989886969312655 Movie Vector: [2.16290308960726, -0.637746878494618] User Vector: [2.0335977223241746, -0.9503426022918346] Predicted: 5.004552824745314 Movie Vector: [1.64810756428887, -0.010975321225759473] User Vector: [1.7092672589638087, -0.13770932046793766] Predicted: 2.818567702917473 Movie Vector: [2.1256530666584976, -1.118993573603573] User Vector: [1.992606719945923, -0.5309252019267419] Predicted: 4.829692473917585 Movie Vector: [2.1031824057151733, -0.06833068804904244] User Vector: [1.9808353976337862, -0.2873606940700632] Predicted: 4.185693710865256 Movie Vector: [1.6434700313187043, -0.07402139710502625] User Vector: [1.492803058033459, -0.38329230571975337] Predicted: 2.4817489205078895 Movie Vector: [1.2270221900568887, -0.5754367121891171] User Vector: [2.0269086209808136, 0.4677821522577101] Predicted: 2.2178828314451406 Movie Vector: [2.4656816803011044, -0.7091434623977347] User Vector: [1.4356557132430512, -0.7762224926858221] Predicted: 4.090323097417231 Movie Vector: [0.714240392270196, -1.3130746363443173] User Vector: [2.0914104930353923, -0.6894939771433212] Predicted: 2.399126904242666 Movie Vector: [2.4064816535873814, -0.2203952000516556] User Vector: [1.498134569073094, -0.643953910065285] Predicted: 3.747157705912323 Movie Vector: [2.0919175647601365, 0.17652181983941975] User Vector: [1.7875878515083867, -0.24922876436088573] Predicted: 3.6954921100809153 Movie Vector: [1.3463372632618285, -0.44200127016542307] User Vector: [0.207678410185204, 0.07788476997445451] Predicted: 0.24518001515206428 Movie Vector: [0.8136164484343428, -0.17435021947067406] User Vector: [2.244269880101379, -0.6006339648726732] Predicted: 1.9306955527733438 Movie Vector: [1.9663230117523274, 0.2640882002406434] User Vector: [1.663429025549316, -0.6881008279128303] Predicted: 3.089119462126774 Movie Vector: [2.1021592837110337, -0.014789134768182511] User Vector: [1.916414748124633, -0.4475830904218774] Predicted: 4.035228420855148 Movie Vector: [1.6713272805756259, -0.6922610331844682] User Vector: [1.6641138457215972, 0.2114825512566456] Predicted: 2.6348777389047107 Movie Vector: [1.3026386724861574, -1.0001157723160314] User Vector: [1.6575847096068135, -0.029704469048341366] Predicted: 2.1889418536590917 Movie Vector: [2.3118221985914684, -0.04584192739722211] User Vector: [1.1798822762775754, -0.4372916447141079] Predicted: 2.7477243298515264 Movie Vector: [1.9660516190637205, 0.03671902480867376] User Vector: [1.6279805138388146, -0.26269687523665447] Predicted: 3.191047751958013 Movie Vector: [2.140716874876777, -0.4641122077379035] User Vector: [1.7770652378222445, -0.603893936134125] Predicted: 4.084468090301733 Movie Vector: [1.4017185864602348, -0.6735372270539355] User Vector: [1.609318788000996, 0.023774089500589315] Predicted: 2.2397993223626957 Movie Vector: [1.510286790273659, 1.165613996492664] User Vector: [2.44060674107577, 0.5280154980116917] Predicted: 4.301478376147052 Movie Vector: [1.7195482516574436, -0.48274545094081395] User Vector: [1.3953088665190925, -0.6154168413263292] Predicted: 2.6963906025276847 Movie Vector: [2.3534897237645307, -0.6530163065679271] User Vector: [1.679476808114654, -0.057144154555686055] Predicted: 3.9899474739485936 Movie Vector: [1.5379461519868056, -0.18489677771993338] User Vector: [1.346803942728003, 0.1464225705218328] Predicted: 2.0442388797242335 Movie Vector: [1.5281952090469264, -0.6741115067430017] User Vector: [1.8602523305011724, -0.005424912774158746] Predicted: 2.846485695214409 Movie Vector: [2.3052237103425837, -0.3251458424052866] User Vector: [2.2534316163124823, 0.25485093403370274] Predicted: 5.111800269924983 Movie Vector: [1.9182900572860972, -1.8654154879444658] User Vector: [0.9048300377570964, -0.06911340478664814] Predicted: 1.8646516806768307 Movie Vector: [1.8063314342740466, -0.39827233746866897] User Vector: [1.470249439278582, -1.0600185829123219] Predicted: 3.077933857169411 Movie Vector: [0.13989902113811897, 0.2755122686730613] User Vector: [1.697703978306008, -0.06903298691521818] Predicted: 0.21848768990901135 Movie Vector: [-0.2909912223485334, -0.31234827427149703] User Vector: [1.774057753851051, -0.6413667913113197] Predicted: -0.3159054238688729 Movie Vector: [-0.040401582612840575, -1.111347597979674] User Vector: [1.6107434896100559, -0.3016564903806] Predicted: 0.27016862983588263 Movie Vector: [2.3542494580610143, -0.6530421565075332]
avg loss: 9.962684816421914: 68%|███████████████████████████████▎ | 47580/70000 [01:17<00:41, 546.16it/s]
User Vector: [1.3603300085109762, -1.2356870172082712] Predicted: 4.009511899807151 Movie Vector: [1.8360172905012146, 0.4722993188102457] User Vector: [1.9633589134827911, -0.5086080214738475] Predicted: 3.3645456905305577 Movie Vector: [1.1583099431795787, -0.7492917495841244] User Vector: [1.9114878075914818, -0.375811551625492] Predicted: 2.4956878288311364 Movie Vector: [2.0503635964600893, 0.41397504397068663] User Vector: [1.6825012052799342, -0.9190157852778689] Predicted: 3.06928962218604 Movie Vector: [1.5963935704266812, 0.02705676774976351] User Vector: [2.0752936420366974, -0.7807683758897914] Predicted: 3.291860358281944 Movie Vector: [1.8223104897875895, 0.5474868374507277] User Vector: [1.799568517020469, -0.7937628624685101] Predicted: 2.8447978663991753 Movie Vector: [2.140398272714975, -0.2653957136020618] User Vector: [1.84468202955178, -0.5789343888193933] Predicted: 4.102000935010481 Movie Vector: [1.6148853576111355, -0.3850796930283222] User Vector: [1.2308322471412516, -0.2540057760373926] Predicted: 2.0854654398479173 Movie Vector: [1.2244310792258526, 0.4710684440703486] User Vector: [1.704020510489651, -0.3411264187306785] Predicted: 1.925761781379081 Movie Vector: [1.510623509604181, -0.5156364225285881] User Vector: [1.7030530406368725, 0.8033389611991649] Predicted: 2.1584411332583744 Movie Vector: [0.795405896061491, -0.8007026952394571] User Vector: [1.7300522140214252, -1.5771335813106753] Predicted: 2.6389088408349934 Movie Vector: [2.0130989645563293, 0.04394675264410169] User Vector: [1.7036061202442914, -0.678400554888934] Predicted: 3.399714215296283 Movie Vector: [2.0308375084252672, -0.4720635446366034] User Vector: [2.1995975596487316, -0.38214396300772513] Predicted: 4.6474214613142335 Movie Vector: [1.816633732414263, -0.9361427505152287] User Vector: [2.2118946001676965, -0.7897710142335026] Predicted: 4.757540752751349 Movie Vector: [1.9205141918917585, -0.36264248926506387] User Vector: [1.705782287085564, 0.1632679268909974] Predicted: 3.21677120320051 Movie Vector: [1.7163513360954994, -0.5843178792928012] User Vector: [1.7652971181407044, -0.09357538361578996] Predicted: 3.0845478370347217 Movie Vector: [1.6022944399836485, -0.023425421739347644] User Vector: [2.200192308517432, -0.11893074740321952] Predicted: 3.5281419057479657 Movie Vector: [1.9987379931388631, -0.26012451659488656] User Vector: [2.172268579615905, -0.22572219528310825] Predicted: 4.400511618312858 Movie Vector: [1.1550769922571094, -0.3738025094751119] User Vector: [1.7564083984165668, -0.6599601577363744] Predicted: 2.275481693133582 Movie Vector: [2.194433046171977, -0.20263698569907826] User Vector: [2.391723565229957, -0.5510505574442028] Predicted: 5.360140452777165 Movie Vector: [2.0538215058444123, -0.33077318869447336] User Vector: [1.6664197919829644, 0.01820684848655345] Predicted: 3.41650646920941 Movie Vector: [1.4440113829620231, -1.226107576043082] User Vector: [1.9389382410711962, -0.5990493155604304] Predicted: 3.5343477951992375 Movie Vector: [1.7763139981030627, -0.41839358060158754] User Vector: [2.1519833207438035, -0.5650417583196103] Predicted: 4.05900794077429 Movie Vector: [1.8718639071329672, 0.19463626545108134] User Vector: [1.8416802444389446, -0.03540302398990567] Predicted: 3.440484065670011 Movie Vector: [-0.0015205327541523398, -1.0676744967280225] User Vector: [1.9629008924026181, -0.09159763113832133] Predicted: 0.09481179962703323 Movie Vector: [1.7373139888987696, -0.09180005808067226] User Vector: [1.7534304706781683, -1.03043297356255] Predicted: 3.1408530920918176 Movie Vector: [2.073992236603765, -0.12473662784034162] User Vector: [1.6172927278464189, -0.7203602991880429] Predicted: 3.4441078764199746 Movie Vector: [2.053498687218072, -1.3626704692213678] User Vector: [1.6903742144220797, -0.5890501473450429] Predicted: 4.273862470900606 Movie Vector: [1.6518159981816827, 0.9687362298885509] User Vector: [2.311147681007942, -0.08967008257314557] Predicted: 3.730724055923711 Movie Vector: [2.0580701188760533, -0.7744800155584505] User Vector: [2.4733105184985757, -0.1159893693337897] Predicted: 5.180077921390005 Movie Vector: [2.1208300564198233, 0.37548485517770347] User Vector: [1.9626336839069773, -0.27922377422908523] Predicted: 4.057568208143301 Movie Vector: [2.1144490496057537, -0.1427565455809689] User Vector: [1.4469286089722342, 0.03208230851090335] Predicted: 3.054876862551436 Movie Vector: [1.2793385694680903, -0.27466245649039767] User Vector: [1.84866547006702, -0.2896728818870746] Predicted: 2.444631303218353 Movie Vector: [1.9970031296428246, -0.9500333941700384] User Vector: [2.100224629909439, -0.25619661504026636] Predicted: 4.437550498643672 Movie Vector: [1.9406243428812306, -0.29137313896807665] User Vector: [1.6673962279623786, -0.6791910312675921] Predicted: 3.433687731951537 Movie Vector: [2.1398528208211776, -0.04891750704006719] User Vector: [1.6691739455376557, -0.7234806040902699] Predicted: 3.607177443343905 Movie Vector: [1.7252918432316517, 0.5384465432703239] User Vector: [1.8858343045939971, -0.21950220910194587] Predicted: 3.135424337671315 Movie Vector: [0.657164135779299, -0.2589573982480063] User Vector: [1.2493297058288833, 0.9683454336175612] Predicted: 0.5702544623395027 Movie Vector: [1.955529715336233, 0.19553726300047913] User Vector: [1.0927668261049648, -0.6776057837304654] Predicted: 2.0044408200379706 Movie Vector: [0.2810620846082597, -0.5857148901422994] User Vector: [1.4572076036959722, -0.24639697853531323] Predicted: 0.5538841860160022 Movie Vector: [2.155672007825489, -0.19370648382233036] User Vector: [1.629523104319844, -0.6735046082570121] Predicted: 3.6431795515907837 Movie Vector: [2.4735843081885163, -1.3042935933572959] User Vector: [0.5898815238585025, -0.696735443143123] Predicted: 2.3678692558632535 Movie Vector: [0.2502591124350094, 1.1335029530166973] User Vector: [0.14060607186417368, -0.5857155181675393] Predicted: -0.6287223187229096 Movie Vector: [1.8525850041243639, -0.4551717607397235] User Vector: [2.0682182483783578, -0.7157321076844562] Predicted: 4.157331155874791 Movie Vector: [2.275889855399927, -0.20353364199101764] User Vector: [1.6940341987975494, -0.6292921111561939] Predicted: 3.9835173630037226 Movie Vector: [2.1242293298791752, 0.07815829289743952] User Vector: [2.369067321620632, -0.5326948151424131] Predicted: 4.990807771658 Movie Vector: [2.1135287184480718, -0.19973919076958913] User Vector: [2.011709036044302, -0.9233405880384417] Predicted: 4.436232122700634 Movie Vector: [2.042490544559941, -0.3259969324348383] User Vector: [1.7172939525850786, 0.0166675211423423] Predicted: 3.5021230996212944 Movie Vector: [1.2811581855372907, -1.245685235294142] User Vector: [1.7632060144989374, 0.49300326360603747] Predicted: 1.6448189318380297 Movie Vector: [1.9670200070482466, -0.885764192048398] User Vector: [1.8319417684834534, -0.16081044404935996] Predicted: 3.7459062434006256 Movie Vector: [1.564757038417169, -0.036239904815356265] User Vector: [1.8691073146786825, -1.3038274714737108] Predicted: 2.971949409662337 Movie Vector: [2.0253147514034513, 0.027156109558740392] User Vector: [1.393958240056806, -0.20166730822879098] Predicted: 2.8177276869107653 Movie Vector: [1.066040462996244, -1.0147510252405503] User Vector: [2.2418340078250627, 0.2564867467162681] Predicted: 2.129615574471609 Movie Vector: [1.5981643305126831, -0.6226778537858857] User Vector: [1.8412637021417226, 0.11409689561265259] Predicted: 2.871596361746912 Movie Vector: [1.5819845549225569, -0.3425675785329423] User Vector: [1.797385564195814, 0.3840690603723166] Predicted: 2.7118665937973767 Movie Vector: [0.8921126923032981, -0.6228652680210032] User Vector: [1.5369453885941624, -0.47065624372025056] Predicted: 1.6642839159324496 Movie Vector: [1.8826322188737667, -0.11793799511043844] User Vector: [2.1335028933707267, -1.1500858154423805] Predicted: 4.152240101398361 Movie Vector: [1.581563075307979, 0.7698874932683305] User Vector: [2.0325266080713202, 0.8980857166985816] Predicted: 3.9059939940757356 Movie Vector: [1.122398188826881, -1.1443859953625801] User Vector: [0.2502612703606483, -0.6324509844090631] Predicted: 1.0046608458973154 Movie Vector: [1.1674566307708385, -0.7184128034067065] User Vector: [1.3174795177304364, -0.44917500916139047] Predicted: 1.860793276431032 Movie Vector: [1.3403319100874016, -0.8858891019318104] User Vector: [1.861938140464636, 0.6936851617716693] Predicted: 1.8810869792882234 Movie Vector: [1.375152947644752, -1.3157512420253925] User Vector: [1.16904138264207, -1.101541324528752] Predicted: 3.05696506914994 Movie Vector: [2.044812931427039, 0.4469083500868535] User Vector: [2.1764360254697412, 0.029355580983647832] Predicted: 4.463523783567438 Movie Vector: [1.3468523806370734, 1.0532869079751226] User Vector: [1.936645223216344, 0.05081382552772042] Predicted: 2.6618967665108295 Movie Vector: [1.8551074675626713, -0.5916718683588227] User Vector: [1.7203426885291915, -0.04801969374417672] Predicted: 3.2198324701729817 Movie Vector: [1.966754508438572, -0.4609301755032741] User Vector: [1.2714005779861546, 0.10551905998207789] Predicted: 2.4518958999491964 Movie Vector: [2.0223041140401055, -0.5696921118267462] User Vector: [1.6018953890146304, -0.20474916756403003] Predicted: 3.3561636211304826 Movie Vector: [2.045953137503065, -1.8751667448337892] User Vector: [0.7527201538762704, -0.04947454785792656] Predicted: 1.632803187343817 Movie Vector: [0.5645081255741898, -0.4725360894051725] User Vector: [1.875057327949844, -0.3053232488486673] Predicted: 1.202761351560547 Movie Vector: [1.9929198863059456, -0.5955186078406256] User Vector: [1.7365506622443418, -0.31886508075433484] Predicted: 3.6506964373443185 Movie Vector: [1.3876527532456402, -1.422250037741404] User Vector: [1.9035288438004598, -0.07615752803602839] Predicted: 2.7497520881057316 Movie Vector: [1.922949104114448, -0.14156364330683713] User Vector: [2.0653283180087842, -0.9284078823201566] Predicted: 4.1029500411132185 Movie Vector: [2.280733585955492, -1.0515715977996771] User Vector: [2.120485735373143, -0.8774727490427304] Predicted: 5.758988455941596 Movie Vector: [2.267773516604973, -0.3896120538223402] User Vector: [2.243273929798492, -0.2123901268014597] Predicted: 5.169986962002087 Movie Vector: [1.3259890589458252, -0.40451100959237035] User Vector: [1.847162648757734, -0.4315303252524454] Predicted: 2.623876229883736 Movie Vector: [1.3815616701047968, -0.6938270215282353] User Vector: [1.770170628668058, 0.3740439886909219] Predicted: 2.186078063519137 Movie Vector: [2.0062345430814568, 0.35233175129899486] User Vector: [2.2399584612810384, 0.9646327492067543] Predicted: 4.833752785977987 Movie Vector: [1.7795302434796094, -0.610680946152341] User Vector: [1.8597946026046475, -0.15806338095177586] Predicted: 3.40608703702678 Movie Vector: [1.318991511669769, -1.4781320783376675] User Vector: [1.886461025274361, -0.7455089899621291] Predicted: 3.5901868321848687 Movie Vector: [2.0461034846250072, 0.02903505149814664] User Vector: [1.494326644467769, -1.0275291230705867] Predicted: 3.0277125934092965 Movie Vector: [1.6006823901055296, -0.5930398320559513] User Vector: [1.8320625396452144, 0.7668474001584463] Predicted: 2.4777791913796006 Movie Vector: [2.2309904823149656, 0.5395165515432409] User Vector: [1.8682656879059507, -0.28307243112216435] Predicted: 4.015360706277806 Movie Vector: [2.386364124104239, 0.031792814011124104] User Vector: [2.0186108694343075, -0.4454143382189616] Predicted: 4.8029795841320135 Movie Vector: [1.608389057793347, 0.4665311912249992] User Vector: [1.7761735160718222, 0.04273224414317833] Predicted: 2.876713972756089 Movie Vector: [0.793779581802524, -1.1136446550332877] User Vector: [1.7529338411579831, -0.05724990404738928] Predicted: 1.4551991410054195 Movie Vector: [1.6088034536379088, -0.6220185832429336] User Vector: [1.775247444557936, -0.7664336776298248] Predicted: 3.3327602101756546 Movie Vector: [1.6582337921496098, -0.8284765079689683] User Vector: [2.2955085738521146, -0.4301563036007278] Predicted: 4.162864279618705 Movie Vector: [1.8068674414082433, -0.37133189414284606] User Vector: [1.8708093226303804, -0.010081771942911606] Predicted: 3.3840481376157214 Movie Vector: [0.9520819855183756, -1.0277889393086816] User Vector: [1.7981373122753992, -0.6386020897469757] Predicted: 2.368322306967189 Movie Vector: [-0.1360188695627085, -1.00133149041485] User Vector: [1.9086263262828815, -0.7583202267469932] Predicted: 0.49972072754167085 Movie Vector: [1.091868080706552, -1.0456943532661078] User Vector: [1.0727484323963452, 0.2607958382064703] Predicted: 0.8985870365937523 Movie Vector: [1.8824545131735229, -0.28679724383739474] User Vector: [2.155948705539919, -0.21368465721686727] Predicted: 4.119759541654371 Movie Vector: [2.3536671885374614, -0.6525132386080025] User Vector: [1.641839871245146, 0.3891810867604546] Predicted: 3.6103988224552244 Movie Vector: [2.277645444795224, -0.6439109728026932] User Vector: [1.5693351623429288, 0.27525110562864574] Predicted: 3.397151876676987 Movie Vector: [1.2754866422494204, -0.4929115236714836] User Vector: [1.907477949472513, -0.29810643764939354] Predicted: 2.5799027433355457 Movie Vector: [1.6173798340912906, 0.8629489235432727] User Vector: [2.1378236142336657, -0.07263772273007452] Predicted: 3.394990157867137 Movie Vector: [2.0715411907846577, -0.424545963741137] User Vector: [1.9010916733947991, 0.06683808876395472] Predicted: 3.909813868086151 Movie Vector: [1.761779283292323, -0.7347366701748332] User Vector: [2.052702637190317, 0.7636941525365986] Predicted: 3.055294882294686 Movie Vector: [2.3642553251538043, -0.2068339616645027] User Vector: [1.9194848979348544, -0.016902419448107376] Predicted: 4.541648385870953 Movie Vector: [1.680310574833093, -0.3984186062399756] User Vector: [1.9399554531783136, -0.7942361454920743] Predicted: 3.5761661207930087 Movie Vector: [1.8840088065994685, -0.17800774052791746] User Vector: [1.7171377356570388, -0.5539412351142347] Predicted: 3.33370844377006 Movie Vector: [1.740096713004734, -0.9803217033891122] User Vector: [1.7396769500614206, -1.1319916091903146] Predicted: 4.13692208503561 Movie Vector: [1.6986695060287689, -0.6887862687561019] User Vector: [1.1210334752860416, -0.4249624035042142] Predicted: 2.1969736479771473 Movie Vector: [2.219027295363977, -0.011449991295378478] User Vector: [1.6482877643640048, -0.8392129772009932] Predicted: 3.667204521022114 Movie Vector: [1.6819524913212096, -0.4545812300739332] User Vector: [1.7695120804528737, -0.9354900359161471] Predicted: 3.4014914633893576 Movie Vector: [1.5906620112133958, -0.3200668308996547] User Vector: [2.249205454152629, -0.7853766874405407] Predicted: 3.829098698746123 Movie Vector: [2.2760822249034214, 0.17234948772014813] User Vector: [0.9980630206529633, -0.43368628738133436] Predicted: 2.1969278911802004 Movie Vector: [2.2253434735289406, -0.31876078196898605] User Vector: [1.7226860621905078, 0.14504667283187986] Predicted: 3.7873329945810275 Movie Vector: [1.9553113401994142, 0.1956726736408797] User Vector: [2.0039582865488295, -0.36797311391391446] Predicted: 3.8463600799480178 Movie Vector: [1.8076631669694119, -1.0242865664908845] User Vector: [2.2342148105570914, -0.11942815377187356] Predicted: 4.161036473710934 Movie Vector: [2.1587489432906275, -0.32138476089016577] User Vector: [1.8230679411740154, -0.284177323218223] Predicted: 4.026876252629322 Movie Vector: [2.022991951498542, 0.35954828911894565] User Vector: [1.5929347226397632, 0.44593378001650186] Predicted: 3.382828850828081 Movie Vector: [0.7338347027017746, 1.0848621175044983] User Vector: [1.6815194656871595, -0.8393844499411779] Predicted: 0.3233409454262488 Movie Vector: [1.7932888572400492, -0.4927603624591976] User Vector: [1.9497945766643985, 0.3268917299181364] Predicted: 3.3354656009199695 Movie Vector: [1.9351106290131115, -0.8039305723896409] User Vector: [2.674415397813908, -0.44356366487541926] Predicted: 5.531884053700565 Movie Vector: [2.0036873612504595, -0.3263735440668931] User Vector: [1.6954933742947529, 0.02699130556270618] Predicted: 3.388429397102798 Movie Vector: [2.2149417959132958, -0.28879042789531606] User Vector: [1.9815997918735462, -0.15617495933052647] Predicted: 4.434230035125402 Movie Vector: [2.0277867238165013, 0.1513334491308919] User Vector: [2.0305964777526744, -0.1743233646998374] Predicted: 4.091235622971293 Movie Vector: [1.0823664892601739, -0.3099738330683045] User Vector: [1.7044458973725054, -0.7827208396543232] Predicted: 2.0874581009630777 Movie Vector: [2.273632615584473, 0.07882119434168287] User Vector: [1.8846468888964525, 0.4808229495303093] Predicted: 4.32289367460365 Movie Vector: [2.1613936870491637, -0.027771664473494842] User Vector: [2.3579760771589444, -0.461365931125019] Predicted: 5.109327507222999 Movie Vector: [2.0098241958037524, -0.3759891421628447] User Vector: [2.2468073058209757, -0.6011777109239649] Predicted: 4.741723978365362 Movie Vector: [2.0105043624683474, 0.2069109071086587] User Vector: [1.8268824743346044, -0.30549573323493306] Predicted: 3.609744785085226 Movie Vector: [1.388929165960736, -0.1656345156230596] User Vector: [2.2614385334933456, -0.7878381801455436] Predicted: 3.271471131554142 Movie Vector: [1.461614503719282, -1.0105564668721025] User Vector: [1.9635112189455017, -0.16564166076834255] Predicted: 3.0372867272991555
avg loss: 9.942275459482198: 68%|███████████████████████████████▎ | 47709/70000 [01:17<00:37, 592.43it/s]
Movie Vector: [1.956599994909205, -1.3289038697932083] User Vector: [1.4426310104861062, -0.3045105393558636] Predicted: 3.227317061915801 Movie Vector: [1.538164516817487, -0.8304845489910302] User Vector: [1.5131611659982727, -1.7562435758461286] Predicted: 3.7860239677696845 Movie Vector: [2.2223247989075423, 0.19570859232265814] User Vector: [1.6759243305565956, -1.024952177081709] Predicted: 3.5238562531137387 Movie Vector: [1.3691035621795318, -0.22116744458280965] User Vector: [0.36946364897100953, -0.4536905514726734] Predicted: 0.6061755778026341 Movie Vector: [1.7243111613543294, -0.19363832658890331] User Vector: [2.147266572339956, -0.5639307738565087] Predicted: 3.8117543284503994 Movie Vector: [1.7170196263054613, -0.002520155302800189] User Vector: [2.3511988342210404, -0.5481637532667802] Predicted: 4.038436001493646 Movie Vector: [1.893189318461613, -0.5046086396861642] User Vector: [2.1886991586549933, 0.28695643649174724] Predicted: 3.998821171424263 Movie Vector: [2.241829605404478, -0.3173726830989147] User Vector: [1.971518071180323, -0.3860682024148966] Predicted: 4.542335080821573 Movie Vector: [1.99662995523104, -0.5664105226043086] User Vector: [1.670370142551711, 0.19716287113772984] Predicted: 3.2234359380630013 Movie Vector: [2.0063207248385346, -0.17904091467678285] User Vector: [1.7886106813689147, -0.12807021252492037] Predicted: 3.611456486691338 Movie Vector: [2.0328709269099368, -0.8537192194995985] User Vector: [1.5694831869818686, -0.19561850531753416] Predicted: 3.357560018768756 Movie Vector: [2.423527283745724, -0.22772204532749923] User Vector: [2.012230646026498, -0.8626742857155807] Predicted: 5.073145824629092 Movie Vector: [1.9903216617457655, 0.016650960650003942] User Vector: [1.7819048662784185, -0.2846508841435784] Predicted: 3.541824143853264 Movie Vector: [1.9846398732349018, -0.5545794515577795] User Vector: [0.6203584277730194, 1.3730713091663198] Predicted: 0.4697109378684683 Movie Vector: [2.5950686443641433, 0.4732802854391497] User Vector: [1.6142417460628233, -0.5652470166931415] Predicted: 3.9215478702271005 Movie Vector: [1.4665993766960055, -0.18495613814375897] User Vector: [1.7659172057966481, -0.13107907720302747] Predicted: 2.614136953229035 Movie Vector: [2.0371050286617343, -0.4418948779827986] User Vector: [1.793474732463911, -0.5562528209390513] Predicted: 3.8993016687164417 Movie Vector: [1.888685161925918, -0.03343814043042507] User Vector: [0.21251080009868537, 0.11585478654138043] Predicted: 0.39749202627348434 Movie Vector: [1.4226836949122703, -0.3424375124769401] User Vector: [1.4591638981578197, 0.11930398516948969] Predicted: 2.035074526203733 Movie Vector: [1.5680665152675022, -0.9741478915827655] User Vector: [1.4686910658195047, -0.2241079353006919] Predicted: 2.52131955424424 Movie Vector: [2.2938866685093284, -0.3264280005499887] User Vector: [1.6569931079421818, -0.23660049949171247] Predicted: 3.878187428098618 Movie Vector: [1.8417540915566954, -0.10222862553910128] User Vector: [0.47483623327874663, -1.3008092547950654] Predicted: 1.0075115176667433 Movie Vector: [1.9041122786385896, -0.22025397640888267] User Vector: [1.8916724612257645, -0.17342142750768233] Predicted: 3.640153519585531 Movie Vector: [2.258459619545357, -0.44011711106922263] User Vector: [1.44584694788636, 0.04753736570394834] Predicted: 3.2444649397827816 Movie Vector: [1.9267286577730707, -0.7683205733344465] User Vector: [1.4288602663207135, -0.42098228153232486] Predicted: 3.07647537098394 Movie Vector: [1.5437373621063653, -0.780420284725833] User Vector: [1.873940854119249, 0.18744719112989755] Predicted: 2.7465849206087465 Movie Vector: [2.2548232866652413, 1.0734819320653797] User Vector: [1.523266684951917, 0.5840159280419298] Predicted: 4.061627739822354 Movie Vector: [1.7448724004044962, -0.4178965027029816] User Vector: [1.6117865759630594, 0.939192925450399] Predicted: 2.4198764728313034 Movie Vector: [1.6052894620417593, -0.33758773783674706] User Vector: [1.7439826331549901, 0.14199612728929392] Predicted: 2.7516607915943734 Movie Vector: [1.8640453534654773, -0.3451026634794014] User Vector: [-0.23710158338515852, -0.5200250957669204] Predicted: -0.26250605918311715 Movie Vector: [2.3437282354695905, 0.48363381219593826] User Vector: [2.2211153239641264, -0.11200551641870082] Predicted: 5.151521044116359 Movie Vector: [1.5703544679408525, -0.39558257159993043] User Vector: [2.1635669957523516, -0.41743617899947844] Predicted: 3.5626975756365353 Movie Vector: [1.290483334481407, 0.5130132240913633] User Vector: [1.1059767844670905, -0.41885713002270863] Predicted: 1.2123653619715102 Movie Vector: [2.25239394523204, -1.031217926774312] User Vector: [2.14295248167421, -0.9341224170385284] Predicted: 5.790056976894845 Movie Vector: [1.6823257948091004, -0.8929699606440316] User Vector: [2.265691582299172, -0.4491374912146595] Predicted: 4.212697679837456 Movie Vector: [1.8642761736875855, -0.35030746679881114] User Vector: [1.9720154736457005, 0.39822082626544403] Predicted: 3.536881732785341 Movie Vector: [2.4221724261628044, -0.4107594334852863] User Vector: [2.2068789906721773, 0.6993960752171344] Predicted: 5.0581579034461255 Movie Vector: [1.2508992648093642, -0.011369410829957325] User Vector: [2.0819856780807267, -0.4779944340709687] Predicted: 2.6097888691501923 Movie Vector: [1.859479385429922, -0.3511146649905259] User Vector: [1.5017095500712039, -0.20022254198797773] Predicted: 2.8626990220143074 Movie Vector: [1.6481405858039926, -1.0313242319493026] User Vector: [1.5695495580609184, -0.18710820187541133] Predicted: 2.7798075506614937 Movie Vector: [1.508876990028172, -0.3203273891602782] User Vector: [1.7671919247725814, -0.6946313378956657] Predicted: 2.888984675149974 Movie Vector: [1.7683741196740383, -1.2378066562175503] User Vector: [1.5089324279205154, -0.45291261529275945] Predicted: 3.228975303765827 Movie Vector: [2.111878505494492, -0.08555496052418723] User Vector: [2.0684354400317364, -0.37793621883839834] Predicted: 4.400618664089445 Movie Vector: [2.054424326356766, -0.34773491623193103] User Vector: [2.004253455450867, -0.861924724459954] Predicted: 4.417308376921181 Movie Vector: [1.7988745765056908, 0.42204383846714366] User Vector: [2.1328114073532034, -0.057489187193529336] Predicted: 3.812397259935487 Movie Vector: [1.0517326027264287, 0.0656115538697472] User Vector: [1.5142746469819717, -0.9137320751120405] Predicted: 1.5326606344442635 Movie Vector: [1.9556501846091976, -0.9449889411202623] User Vector: [1.7976942687495234, -0.3315083775283165] Predicted: 3.828932879203882 Movie Vector: [1.4984809951850877, -0.5213641096217232] User Vector: [2.254967351936829, 0.9672685869496773] Predicted: 2.8747265960401007 Movie Vector: [-1.3716558392062193, -0.3227823997631688] User Vector: [1.6781952980974053, -0.3014274981120984] Predicted: -2.2046108887684968 Movie Vector: [1.8415725704815717, -1.441975521341832] User Vector: [2.156893315553981, 0.2163999092717363] Predicted: 3.660032195388827 Movie Vector: [2.1074339415217023, 0.6344454963000347] User Vector: [1.6240791453159764, -0.7561414721921692] Predicted: 2.942908962958446 Movie Vector: [1.809188672532979, 0.273903127933794] User Vector: [1.7233133800375948, -0.2693263161670451] Predicted: 3.044029725955498 Movie Vector: [1.5527346268266258, -0.8473952804305593] User Vector: [1.6711427768419056, 0.024033597700496963] Predicted: 2.5744752987104595 Movie Vector: [2.2502805610000394, -0.43071556152441864] User Vector: [1.7035311231785137, 0.18016616636973665] Predicted: 3.75582260003153 Movie Vector: [1.5481333940693212, 0.4548103347798095] User Vector: [1.1847828395045732, -1.1464828902859563] Predicted: 1.3127696114070233 Movie Vector: [1.0829489640602332, -0.9403648553226598] User Vector: [0.44132337672870187, -0.8851933851544279] Predicted: 1.3103354432072307 Movie Vector: [1.3181077003915593, -0.3104058322217032] User Vector: [1.2412806598110475, -0.08417416500053598] Predicted: 1.6622697477826156 Movie Vector: [1.9677411976216124, 0.774495705176278] User Vector: [1.8504981572971089, 0.11049896102779463] Predicted: 3.726882430978868 Movie Vector: [2.022841093665644, -0.4553554995371726] User Vector: [1.8987769575518734, -1.0381131142982412] Predicted: 4.313634573178721 Movie Vector: [2.242383259864592, -0.01141924685500581] User Vector: [2.188799587210048, 0.2869296683729661] Predicted: 4.904851032845165 Movie Vector: [0.6868458770667676, -0.6495693105606275] User Vector: [1.7839511284955591, 0.00015726913450209504] Predicted: 1.2251973202925113 Movie Vector: [1.0097127541176327, 0.3142796898014288] User Vector: [1.7425813936244714, -0.6309590634047582] Predicted: 1.5612090395064604 Movie Vector: [1.8168800333884048, 0.4215585076602722] User Vector: [1.9200960930474817, -0.38811819283673804] Predicted: 3.324969727476997 Movie Vector: [2.095387615872802, -0.26249930352750905] User Vector: [1.937282292826848, -0.45304042005016476] Predicted: 4.178280119572023 Movie Vector: [2.195993036085447, 0.03833743141674208] User Vector: [2.2786517432739952, -1.2157172088242028] Predicted: 4.9572958847782065 Movie Vector: [2.600767475996756, 0.4712847679853187] User Vector: [1.7918919219084004, -0.17555025767689383] Predicted: 4.577560068541668 Movie Vector: [2.027060822191327, 0.01078205333546052] User Vector: [2.3234792617597244, 0.5620478314369913] Predicted: 4.715893812382798 Movie Vector: [1.4097193989677308, -0.5594384097550786] User Vector: [1.6917658108839477, -0.5923095695069303] Predicted: 2.7162758057611467 Movie Vector: [2.1853598954390447, -0.03422082979070066] User Vector: [1.9094987663141676, 0.06511512164092946] Predicted: 4.170713730798839 Movie Vector: [1.3077830968640174, -0.22449774793273125] User Vector: [1.7586788965236977, 0.533257152710669] Predicted: 2.180255503832589 Movie Vector: [2.32021862888197, -0.6364439152415066] User Vector: [2.0338069123482656, -1.0810838632602657] Predicted: 5.406925932217144 Movie Vector: [0.9297061113529383, 0.08889753044738624] User Vector: [1.929275276589559, -0.45657989995326587] Predicted: 1.7530701895696836 Movie Vector: [2.2425539696281, -0.44064006593521376] User Vector: [2.039768179780763, -0.44513246571424775] Predicted: 4.770433427730665 Movie Vector: [1.9066718429424379, 0.6996608921447673] User Vector: [1.7679983087430504, -0.5588628208258454] Predicted: 2.979978133844673 Movie Vector: [1.8433292136724035, -0.438006647140626] User Vector: [2.2200354403836866, -0.9723068078428827] Predicted: 4.5181330275425955 Movie Vector: [2.0874203029927125, 0.15624052247771567] User Vector: [0.9988100877016678, -0.3058967427136099] Predicted: 2.037142988996587 Movie Vector: [2.3056517544765573, -0.0054543065694621345] User Vector: [1.6039623905495417, -0.4881877514151508] Predicted: 3.7008414255446382 Movie Vector: [2.2040642334965477, 0.36364313389329667] User Vector: [1.7364654521434624, -0.6894967715499346] Predicted: 3.5765506289560878 Movie Vector: [1.7662146621315356, -0.37131684657458747] User Vector: [1.8689507820434528, -0.09541707092057752] Predicted: 3.336398239930959 Movie Vector: [1.9182551851657026, 0.1643933979390992] User Vector: [1.5843811542420303, -0.1827750460540155] Predicted: 3.0092003535243004 Movie Vector: [1.8842148172338566, 0.06185589580030235] User Vector: [1.8851457259162014, 0.508164939276671] Predicted: 3.583452506949646 Movie Vector: [1.7942768031358902, -0.6751808204883505] User Vector: [1.5925235958333677, -0.6333560793456726] Predicted: 3.2850580237642637 Movie Vector: [1.7507503854734046, -0.7733536076635773] User Vector: [0.9886283910303248, -0.45830452761887497] Predicted: 2.0852729965289014 Movie Vector: [1.7524829100551576, 0.196931152588111] User Vector: [2.397489640992895, -0.21618285236033039] Predicted: 4.158986484589218 Movie Vector: [1.6734077081764156, -0.3568574815958102] User Vector: [1.9982093087194643, -0.37967340867841853] Predicted: 3.479308156210896 Movie Vector: [1.3466644897622049, -1.2247023933528025] User Vector: [1.802944423113488, -0.5348956853425657] Predicted: 3.083049257654866 Movie Vector: [1.8265231282196066, -0.1377857973004614] User Vector: [2.1602413117486687, -0.4787056987378842] Predicted: 4.011689564817279 Movie Vector: [2.160008198136006, -1.882663319127256] User Vector: [1.9212001029845125, 0.6671046204806774] Predicted: 2.8938745737070057 Movie Vector: [1.7220796376838603, -0.2014529634467069] User Vector: [2.028767679020792, -0.5580813110780545] Predicted: 3.606126643593749 Movie Vector: [2.2406376647514166, 0.40341330793049723] User Vector: [1.8605055087794473, -0.5056209880883393] Predicted: 3.9647444830849237 Movie Vector: [1.7947375741010603, -0.19739304909915434] User Vector: [1.9311754336939253, -0.5896590184394028] Predicted: 3.5823477046099663 Movie Vector: [1.5352650025932546, -0.18518826839181365] User Vector: [0.6691752535575167, -1.3937297992289255] Predicted: 1.2854637555135975 Movie Vector: [2.1756437652414893, 0.12922110200418244] User Vector: [1.9769284429672858, -0.9999486832730979] Predicted: 4.171877570470159 Movie Vector: [0.8568427813083386, -0.7655433766946812] User Vector: [1.541515570582896, -0.14502888442911074] Predicted: 1.4318623908324832 Movie Vector: [1.7454602747634833, -0.10020842516642786] User Vector: [2.0249886548084723, -0.1461366596077212] Predicted: 3.5491813783333046 Movie Vector: [1.722215068389113, -0.8471821771163969] User Vector: [1.3023254363676937, -1.1119512484810574] Predicted: 3.1849097699943467 Movie Vector: [2.38245201216043, -0.6456900951724012] User Vector: [1.957966069770117, 0.009951742342182943] Predicted: 4.658334461205608 Movie Vector: [1.9748944333220098, -0.1823421024392819] User Vector: [2.092604077316487, -0.2548961273338022] Predicted: 4.179150439200947 Movie Vector: [1.7705997134078657, -0.41689319282414095] User Vector: [1.8467403612796423, 0.7014239312627791] Predicted: 2.977419092193072 Movie Vector: [1.651067555313133, -0.12095651000147413] User Vector: [2.0609040927268705, -0.23749067369964055] Predicted: 3.431417925161992 Movie Vector: [1.9363346937275117, -0.36136176316732277] User Vector: [2.1404312092158917, -0.3683908798621438] Predicted: 4.277713587823607 Movie Vector: [2.125209295229181, 0.07793794354045704] User Vector: [0.6429597279696191, -0.3066178505442181] Predicted: 1.3425268256148484 Movie Vector: [0.45698037296978883, 0.2538562251518639] User Vector: [2.270963159435836, -0.54804598736697] Predicted: 0.8986607060370333 Movie Vector: [2.4038462802107188, -0.2071825879701554] User Vector: [1.4746865527609927, -1.1025086106404265] Predicted: 3.773340371543144 Movie Vector: [2.1750782430342417, 0.17956518731724785] User Vector: [2.539509596030376, -0.4016821229395677] Predicted: 5.451503944654714 Movie Vector: [-0.9990861910855829, 1.0359843832561464] User Vector: [1.8528268709515372, -0.8680710100564446] Predicted: -2.750441751215856 Movie Vector: [-0.04884108060985927, 0.8325183379209344] User Vector: [1.9383190504507395, -0.15053189283632765] Predicted: -0.21999015821888215 Movie Vector: [2.18202424515294, -0.2189052812992237] User Vector: [1.8968763705458171, 0.8320526744758259] Predicted: 3.956889505826783 Movie Vector: [0.15996639283876776, 0.2593799427271683] User Vector: [1.7632103902513763, -0.31835463105137884] Predicted: 0.19947959997531323 Movie Vector: [0.09241998782353669, -0.4055385417641689] User Vector: [1.893322494072493, -0.8709826034124757] Predicted: 0.5281978567380627 Movie Vector: [2.02504429793106, -0.5969971472372299] User Vector: [1.7362146952820823, 0.20932234762920016] Predicted: 3.390946824277462 Movie Vector: [2.634830977526984, 0.46794759323839535] User Vector: [1.6895534221972444, 0.4771272302813105] Predicted: 4.674958234070667 Movie Vector: [2.392482091797516, 0.020802087990552665] User Vector: [1.7234604021638658, 0.06536746738326268] Predicted: 4.124707927907419 Movie Vector: [1.940900176561248, -0.4630759388790318] User Vector: [1.4141891442921235, -0.4379411027360013] Predicted: 2.947599947170775 Movie Vector: [2.3142136973873573, -0.7986584741446369] User Vector: [2.1959830988301228, 0.9877908843304872] Predicted: 4.293066606090437 Movie Vector: [2.4169039015980847, -0.22488249933682516] User Vector: [0.6795424249686727, -0.7327757496803902] Predicted: 1.8071771802497507 Movie Vector: [2.1512812990437595, -1.3180489099299393] User Vector: [1.6009838779309848, 1.1387697994024892] Predicted: 1.9432123838998983 Movie Vector: [0.9928961903474364, -0.8049840663605607] User Vector: [1.462217701364851, 0.09624965248252897] Predicted: 1.374350948502569 Movie Vector: [1.2130182057549395, -1.6651844557620474] User Vector: [1.0250968960166742, -0.964347826920872] Predicted: 2.8492782088676494 Movie Vector: [1.6247789290383485, -0.3360008935736011] User Vector: [1.7068303413356154, -0.6818168615959227] Predicted: 3.0023130487952185 Movie Vector: [1.6831021810998454, -0.9272035681762415] User Vector: [2.0105105091886166, -0.7275625450021815] Predicted: 4.058493210936931 Movie Vector: [2.352526721112735, -0.16881493913395718] User Vector: [1.841331983451861, -0.16659122994806552] Predicted: 4.359905781853949 Movie Vector: [1.9331878637500801, -0.14103795382867423] User Vector: [1.4395768968671439, -1.4785675946256878] Predicted: 2.9915067341019546 Movie Vector: [1.7348093281474626, 0.35897351994759497] User Vector: [1.9612553261309182, -1.0521774265290273] Predicted: 3.024700200240284 Movie Vector:
avg loss: 9.923269724166147: 68%|███████████████████████████████▍ | 47854/70000 [01:17<00:33, 657.32it/s]
[0.6687675314516175, -0.649570904307072] User Vector: [1.0998404565010167, -1.1218910083655427] Predicted: 1.4642853439227834 Movie Vector: [1.5410460994928463, -0.6741489828200888] User Vector: [2.181800673112805, 0.5506130269053823] Predicted: 2.991060205155601 Movie Vector: [1.728225104717655, 0.2865564385365158] User Vector: [1.8989424340877747, -0.23701533806610986] Predicted: 3.21388171584939 Movie Vector: [1.9867950051660639, 0.48972365012393493] User Vector: [2.0656918770547628, 0.11757464657731163] Predicted: 4.161685388628387 Movie Vector: [2.0103514433051433, -0.004866875225966821] User Vector: [1.5117140967596459, -0.1509176528289709] Predicted: 3.0398111136711994 Movie Vector: [2.422800309491592, -0.23124081422023407] User Vector: [2.084279305142844, -0.5568573701171992] Predicted: 5.178560697237442 Movie Vector: [1.9671612442828297, -0.5488018440960727] User Vector: [2.225800733184137, 0.04014458751724996] Predicted: 4.356477516156199 Movie Vector: [2.294546849799979, 0.22326814563029337] User Vector: [1.8583403096423194, 1.0275439011868703] Predicted: 4.493466724717811 Movie Vector: [2.2829762340629056, -0.6166474675927123] User Vector: [1.8835498677609999, -1.1959675365796019] Predicted: 5.037589936525597 Movie Vector: [1.4861942532141952, 0.4914752515319846] User Vector: [1.7508837430110098, -0.8800878586221509] Predicted: 2.1696119552225555 Movie Vector: [1.941414842857527, -0.6679044734688536] User Vector: [2.5143607100172622, -0.8301681616265965] Predicted: 5.435890231607122 Movie Vector: [1.6401048480513276, -0.6491498900718832] User Vector: [1.9601009465612642, -1.000948142681066] Predicted: 3.864536441914195 Movie Vector: [1.6561950239195322, -0.19902929083641835] User Vector: [1.6365992952354294, 0.09126503106704276] Predicted: 2.6923631945076942 Movie Vector: [1.5620951112241845, -0.2483309814518604] User Vector: [1.920557432227529, -0.7935160893762996] Predicted: 3.1971480049805545 Movie Vector: [1.9056964797153475, -0.2773981776100046] User Vector: [1.951988065875583, -0.3212307231638617] Predicted: 3.8090056027834676 Movie Vector: [2.035188531632607, 0.31721384612416575] User Vector: [2.093857168201338, -0.4245356092591588] Predicted: 4.126725522170326 Movie Vector: [2.2047722394091935, -1.1487177362055352] User Vector: [2.069038525318644, 0.4160492949372869] Predicted: 4.083835498660413 Movie Vector: [2.1623755399132394, -0.1976783536748131] User Vector: [1.9094321364319995, 0.6645212950631136] Predicted: 3.9975478713549037 Movie Vector: [2.1180810940137573, -0.18704331250501216] User Vector: [1.8584065941405181, -0.5672888108885704] Predicted: 4.0423634503751575 Movie Vector: [2.1762370897571763, -0.3300650459049389] User Vector: [1.800102449312074, -0.08542480794637068] Predicted: 3.9456454587119127 Movie Vector: [0.7317515555504697, 1.3014580727044864] User Vector: [2.008190978344694, -0.1868994492654433] Predicted: 1.2262550752156156 Movie Vector: [1.375651233543084, -0.2292077934508655] User Vector: [1.6805414413688478, -0.05743955541020558] Predicted: 2.3250045005916995 Movie Vector: [2.324447167968386, -0.6459849160443816] User Vector: [2.025755246146599, -0.12293947945157448] Predicted: 4.7881780942146275 Movie Vector: [1.4209157325593504, 0.30343758937660537] User Vector: [1.480392252389064, -0.34797513779637285] Predicted: 1.9979239048026702 Movie Vector: [1.847350525556961, -0.5002042249424938] User Vector: [1.8871056848767338, -0.10507888890889229] Predicted: 3.538706582923054 Movie Vector: [1.0751357224901439, -0.027964943619552304] User Vector: [1.9218236398433752, -0.2654851331136222] Predicted: 2.0736455243009972 Movie Vector: [1.9691662997913932, 0.19312858244974412] User Vector: [1.656488853374381, -1.0272379029977807] Predicted: 3.063513026000308 Movie Vector: [1.961589478305178, -1.075279230525539] User Vector: [1.6234032358553991, -0.5635761736063912] Predicted: 3.790452460798538 Movie Vector: [2.1624864519758105, -0.6375521750453872] User Vector: [2.0416647117060913, -0.6049172687189439] Predicted: 4.8007385989358 Movie Vector: [1.9004267371910573, -0.24010638330182188] User Vector: [1.761141798032488, -0.6853317295777935] Predicted: 3.5114734839165793 Movie Vector: [1.914317660360485, 0.0790866346237088] User Vector: [1.6962300797568968, -0.5713748664206457] Predicted: 3.2019350824195216 Movie Vector: [1.8473257663834914, -0.6695343929357027] User Vector: [2.384951691620139, -0.2175917749848543] Predicted: 4.551467888482064 Movie Vector: [2.1691831662325582, -1.8794774648268817] User Vector: [1.7175426770835989, -0.7020297438092193] Predicted: 5.045113745543363 Movie Vector: [2.4801403581072594, 0.543618563665264] User Vector: [2.4953170577305586, -0.40533047050740567] Predicted: 5.968391372964019 Movie Vector: [2.0552757497326852, -0.3982374223778222] User Vector: [0.7089338846733648, -1.7046595858546514] Predicted: 2.135913860835357 Movie Vector: [1.3552028505213571, -0.809008756898304] User Vector: [1.9961856411235288, 0.6915261260720031] Predicted: 2.145785779404198 Movie Vector: [2.0033325156380446, -0.04814744634437566] User Vector: [2.0123022991906256, 0.36703643813042514] Predicted: 4.013638760050462 Movie Vector: [1.439612460124359, -0.26130889129376134] User Vector: [2.405495144981899, -0.034338370899274266] Predicted: 3.4719537051131164 Movie Vector: [2.405564889146007, -0.173613472872719] User Vector: [1.6441038287541676, 1.5841491653229618] Predicted: 3.6799688064214067 Movie Vector: [1.934831207396527, -0.35592328560754494] User Vector: [1.8630604926937506, -0.1351021842968778] Predicted: 3.652793595859119 Movie Vector: [1.261273849673871, 0.10404130927860099] User Vector: [1.6074873366424607, 0.10627683294324945] Predicted: 2.038538922234433 Movie Vector: [1.8865234498962564, -0.5023854739302283] User Vector: [1.7387557166436738, -0.48850662182678495] Predicted: 3.525622063813965 Movie Vector: [1.9154045927935566, -0.528122622742605] User Vector: [1.8585115482744659, -0.5854303149357178] Predicted: 3.868980548681656 Movie Vector: [1.426664035698995, -0.2463229436183122] User Vector: [0.9662410945977318, -0.8673418063363362] Predicted: 1.5921476063370048 Movie Vector: [1.952209422990118, -0.007324442080040516] User Vector: [1.8855950553890528, 0.07909721896349667] Predicted: 3.680497092075092 Movie Vector: [2.3690598064194734, 0.30850876109566244] User Vector: [2.0671269291220997, -0.6377915568419064] Predicted: 4.7003830395119115 Movie Vector: [2.2003718873822273, 0.03600120566741851] User Vector: [1.09364435624705, -0.42375971077907365] Predicted: 2.3911684357789187 Movie Vector: [1.9129260261297723, -0.6220182133865094] User Vector: [1.9683670466445236, -0.32361489056133314] Predicted: 3.9666349085547354 Movie Vector: [1.1241024140786438, -0.3013533633836829] User Vector: [2.064811544078998, -0.5549992966714378] Predicted: 2.4883105460441697 Movie Vector: [1.6810448048476025, 0.8045014589561932] User Vector: [2.0374191472436216, -0.38803498378121115] Predicted: 3.1128181621928954 Movie Vector: [1.6770240316694576, 0.11487209912851225] User Vector: [1.5307433639319914, -0.28370756945170794] Predicted: 2.53450332359093 Movie Vector: [1.936990883795001, -0.8417688457208311] User Vector: [1.8299914886069766, 0.15188096509345025] Predicted: 3.4168281661804776 Movie Vector: [1.8515956077700422, -0.48298497649045546] User Vector: [2.0484271835489425, -0.3093869225615949] Predicted: 3.942288011415846 Movie Vector: [1.5016038738015531, -0.0007055980901089845] User Vector: [2.613410094089794, 1.31607931708698] Predicted: 3.923378098064748 Movie Vector: [0.8711583058542011, -1.2294210349154957] User Vector: [-0.14023391763966309, -1.3195132426478369] Predicted: 1.5000713942465387 Movie Vector: [0.5949576541242265, 0.28234379507596136] User Vector: [-0.00021968420929519006, 0.22767236167054355] Predicted: 0.0641511758261577 Movie Vector: [2.2551656699348284, -0.23482860092847324] User Vector: [2.326171399132243, -0.5135381298700067] Predicted: 5.3664953222681 Movie Vector: [2.148760207645354, -0.42395646998188163] User Vector: [1.9952929762536311, -0.5114386055055198] Predicted: 4.504233855770646 Movie Vector: [1.8359332919250821, -0.812842370131599] User Vector: [-0.07963484500513911, -0.11656503430514707] Predicted: -0.051455264383161836 Movie Vector: [1.7447081422122006, -0.844680972288079] User Vector: [1.5636194934076961, -0.3480795144299544] Predicted: 3.02207580415238 Movie Vector: [2.007683545292336, 0.04239858727041599] User Vector: [1.67928149423977, -0.698931412040213] Predicted: 3.3418321194296907 Movie Vector: [2.0371453651124565, -0.4153318753663803] User Vector: [2.0628741018726275, -0.8974599757399097] Predicted: 4.575118150230667 Movie Vector: [-0.37872516088517594, -0.02604818088163075] User Vector: [1.6057029251203105, 0.5868338099197269] Predicted: -0.6234060518782327 Movie Vector: [1.9719096080862224, 0.08557486297345787] User Vector: [1.683254644785956, -0.056377589714866415] Predicted: 3.3144015023945643 Movie Vector: [1.432073979107021, 0.3383618658300864] User Vector: [2.2730471125116622, -0.5468883348888453] Predicted: 3.070125465718602 Movie Vector: [1.8093114337557803, -0.08336437178412488] User Vector: [1.98626521999065, -0.5888368591996194] Predicted: 3.642860387851037 Movie Vector: [1.9824559632975967, 0.05614923818953138] User Vector: [1.7733195666105004, 0.5737638117469691] Predicted: 3.54774435058961 Movie Vector: [0.4822843436361325, 0.35075303181068196] User Vector: [1.7850966514457285, 0.04532049911499581] Predicted: 0.8768204693373192 Movie Vector: [1.3890869556638221, -1.5654591350820821] User Vector: [1.678760729252856, -0.7291286048317042] Predicted: 3.4733656657692724 Movie Vector: [1.7885071135693251, -1.3485081402326904] User Vector: [1.952549702061081, -0.9183506033128392] Predicted: 4.7305522958888755 Movie Vector: [2.3552576198328197, -0.2220862136439345] User Vector: [1.8589087666937902, -0.9809362730703661] Predicted: 4.596061460041769 Movie Vector: [2.1352898841532113, -0.20765073111960328] User Vector: [1.9060652154156046, -0.34136781339367095] Predicted: 4.140887049045148 Movie Vector: [1.8886301664398504, -1.273902030428927] User Vector: [0.03959233614328425, -0.32007229421605665] Predicted: 0.4825160258859129 Movie Vector: [2.0209492078879228, 0.5800017033745871] User Vector: [1.9712391694750666, -0.3245488068169949] Predicted: 3.795535377326236 Movie Vector: [1.5873371534976377, -0.8925481675274853] User Vector: [1.8639209014217808, -0.5218383944468241] Predicted: 3.4244368007165984 Movie Vector: [1.4878786534038186, -0.30127195933616907] User Vector: [1.8502066125402814, -0.34101442169169516] Predicted: 2.8556210061702227 Movie Vector: [2.1930399194709795, 0.5866547123963152] User Vector: [2.3252940373676845, -0.4807741706979321] Predicted: 4.817414215616804 Movie Vector: [2.034506342400111, 0.23588320588983208] User Vector: [1.9913198415655236, -1.0694295142521546] Predicted: 3.799092385117237 Movie Vector: [2.137723239638799, 0.2374395052658306] User Vector: [1.5255152844618765, -0.6464615453246988] Predicted: 3.1076339665230654 Movie Vector: [1.7761183128439308, -0.8001536116949762] User Vector: [2.205134737242776, -0.11530314792742649] Predicted: 4.008840419359114 Movie Vector: [1.1578045114369986, -0.17383848338007293] User Vector: [1.6637414806300235, -0.5500983417591904] Predicted: 2.0219156535796237 Movie Vector: [2.459142269858026, 0.9826693318621209] User Vector: [0.9161220499538194, -2.039945095907259] Predicted: 0.24828297295982749 Movie Vector: [0.7918580185917561, 2.0943984634504247] User Vector: [1.4003481779154654, -0.45168349706850125] Predicted: 0.162871711276533 Movie Vector: [1.9524626411401202, -0.46595459262446604] User Vector: [2.3889160726412335, -0.7870114737170684] Predicted: 5.030980995277804 Movie Vector: [1.678144820977691, 0.21145368951147336] User Vector: [1.2420857535744703, -0.22210199295642494] Predicted: 2.0374354887126827 Movie Vector: [0.983162998186071, -0.27330290792580464] User Vector: [0.533266372812857, -0.9807407371821225] Predicted: 0.792327061319671 Movie Vector: [2.0996354479688093, -0.3264298747286269] User Vector: [1.5145790686204248, 0.35069357029269466] Predicted: 3.0655870430082484 Movie Vector: [2.2314774098315624, -0.295902496344772] User Vector: [2.0441666848577595, -0.0023924721819860283] Predicted: 4.56221971768145 Movie Vector: [1.2586633032906036, 0.39233331852165026] User Vector: [2.3699460096679283, -0.532662484943032] Predicted: 2.7739828327793314 Movie Vector: [1.778949273656253, -0.6142631075446644] User Vector: [1.9099764604362355, -1.0744647108082086] Predicted: 4.057755269201712 Movie Vector: [2.146005614897278, 0.3784822050147862] User Vector: [2.048279150725358, 0.6604281207591953] Predicted: 4.645578849732359 Movie Vector: [2.246248290416598, 0.07183473333634056] User Vector: [2.4397033361357736, -0.040547614533364425] Predicted: 5.477266720841223 Movie Vector: [1.4403756582160148, -0.43123377080713554] User Vector: [1.6604222634722765, -0.0540873450103055] Predicted: 2.414956100407146 Movie Vector: [1.5176296228512538, -1.1397369580285885] User Vector: [2.179724239896282, -0.5886281036183406] Predicted: 3.978895280341635 Movie Vector: [1.8324614270950972, 0.6725377088373321] User Vector: [2.0022184905858444, 0.08309647340637993] Predicted: 3.724873664452317 Movie Vector: [1.8918594701992462, -1.3587201855668103] User Vector: [2.059290336930995, -0.5616519240472377] Predicted: 4.659015732278118 Movie Vector: [2.054763087917126, -0.03601436923694323] User Vector: [-0.2772557743587697, -1.4858403633309043] Predicted: -0.5161833275921264 Movie Vector: [2.1401671335883257, -0.5124524025295045] User Vector: [1.7048090094264186, -0.02916211480736313] Predicted: 3.6635204068155653 Movie Vector: [2.263625786144635, -0.44523850498140555] User Vector: [1.57250984570245, 0.5634542651278028] Predicted: 3.308702301067487 Movie Vector: [2.153470952642621, -1.1306661994296985] User Vector: [1.9201394875108408, 0.05884898250782688] Predicted: 4.068426055984255 Movie Vector: [2.2900224316194926, -1.0409371364504112] User Vector: [-0.42663741901388386, -0.5263024735851682] Predicted: -0.4291614699495254 Movie Vector: [1.5675137089736928, -0.3878857144585351] User Vector: [-0.20771526011385255, -0.6106252588190251] Predicted: -0.08874370300805495 Movie Vector: [2.038973910310629, 0.14983881125871598] User Vector: [1.6604702759776673, 0.03269609411555549] Predicted: 3.3905547154398317 Movie Vector: [1.5844003940606752, -0.20281269619653441] User Vector: [1.8670866378303497, -0.8782353414877806] Predicted: 3.1363300822260483 Movie Vector: [1.075658447198141, -0.3068933455483868] User Vector: [1.623580373082689, -1.132320578779436] Predicted: 2.0939195936664103 Movie Vector: [1.6246012698544385, -0.3359299251684387] User Vector: [1.7281599720509673, -0.1703516142524572] Predicted: 2.8647970901337634 Movie Vector: [1.557348422674249, -0.3293005440547086] User Vector: [2.0378490847276685, -0.21398327182210805] Predicted: 3.2441058655784234 Movie Vector: [0.534884286899104, -0.6463486509182405] User Vector: [1.6019797031559946, -0.19905036564909187] Predicted: 0.9855297064515054 Movie Vector: [0.18136379065067337, -1.1304644235049959] User Vector: [2.3914606561264686, -0.04209040927635168] Predicted: 0.48130608004472303 Movie Vector: [2.0125506568918357, 0.11632247019701755] User Vector: [1.7054835076575774, -0.9426157203107647] Predicted: 3.3227245646213603 Movie Vector: [1.115938015588858, -0.6010733855332175] User Vector: [1.8741377366020378, -0.4719363043953937] Predicted: 2.3750898989628464 Movie Vector: [0.8793968563108078, -1.122978081770661] User Vector: [1.908006405103547, 0.5244127355820458] Predicted: 1.088990826608914 Movie Vector: [1.8321888042491157, -0.6009893228095478] User Vector: [1.0974990272222032, -1.6320095700262975] Predicted: 2.9916457566596217 Movie Vector: [1.2199709055662726, -1.671725126190712] User Vector: [2.075248442313891, -0.8224406750172064] Predicted: 3.9066374626721876 Movie Vector: [1.8741679806218303, -0.7015728749113266] User Vector: [0.748914140535741, -1.376797398119645] Predicted: 2.3695146111962373 Movie Vector: [2.063299986389583, -0.27467414139280866] User Vector: [2.0304689505127804, -0.04891404418325157] Predicted: 4.202901981045576 Movie Vector: [1.7426036762677035, -0.5424790132905217] User Vector: [1.9769933351680695, -0.8024878754510689] Predicted: 3.880448684672929 Movie Vector: [1.9490003669506144, 0.15374997775456917] User Vector: [1.4553369557071671, 0.24236405248394127] Predicted: 2.873715728387972 Movie Vector: [0.4786336874730022, -0.17774933978986682] User Vector: [0.8909907501934131, -0.47504242148608744] Predicted: 0.5108966650607416 Movie Vector: [1.8933054230116493, -0.5045934174260345] User Vector: [1.9993005280354912, 0.8217772666489337] Predicted: 3.3706231326182383 Movie Vector: [2.409274370978083, -0.03790921461930034] User Vector: [2.2859714895440257, -0.2715666190156898] Predicted: 5.517827399788717 Movie Vector: [1.97405128513785, -0.3268453338114964] User Vector: [2.2044281638605137, -0.1149848317208673] Predicted: 4.389236505569984 Movie Vector: [1.0084550950383362, 0.0315858947298279] User Vector: [2.1562915020098212, -0.9803593986970243] Predicted: 2.1435576228250293 Movie Vector: [2.5829366264871148, 0.2946967591347725] User Vector: [1.2267227150375097, -1.0880857159434245] Predicted: 2.8478916970647337 Movie Vector: [2.023435450791374, -0.7719842934558983] User Vector: [2.058371288957699, -0.4470542522102495] Predicted:
avg loss: 9.904030077041554: 69%|███████████████████████████████▌ | 47985/70000 [01:17<00:35, 620.79it/s]
4.510100297997128 Movie Vector: [1.9224733249960573, -0.28015907468521967] User Vector: [1.724327874199265, -0.7259614730488125] Predicted: 3.5183590362417183 Movie Vector: [1.4605972013625637, -0.5108425697890863] User Vector: [1.7358567028934502, 0.9094781611374866] Predicted: 2.070787281210094 Movie Vector: [1.5930629889608934, -1.0247583544617112] User Vector: [1.9720032178924953, -0.8018349941464663] Predicted: 3.963212449687667 Movie Vector: [1.8285817624344463, -0.8236031280286724] User Vector: [2.1791820038870653, 0.39183559949061675] Predicted: 3.6620954439197764 Movie Vector: [1.6734442995718974, 0.07157317189240757] User Vector: [2.033452196031906, -0.7824543598780264] Predicted: 3.3468662455040357 Movie Vector: [2.179449654483902, 0.1637009307614565] User Vector: [1.9171124388994754, -0.48451422837834435] Predicted: 4.098934612413549 Movie Vector: [2.074506010383163, -0.3082530883764806] User Vector: [2.007679407053829, -0.4482251565825792] Predicted: 4.303109785660285 Movie Vector: [1.0915583689321928, -0.006197065295937797] User Vector: [1.7227231563190695, -0.13779892796629203] Predicted: 1.8813068275876799 Movie Vector: [1.1293369429773497, -1.0542824189941506] User Vector: [1.261776319346804, -0.2521148181679219] Predicted: 1.690770831574679 Movie Vector: [1.498863440925611, 0.022537117612648636] User Vector: [1.6788402632789359, -0.6785499871234715] Predicted: 2.5010597329168616 Movie Vector: [1.2777826767852896, -1.5171168477290644] User Vector: [1.5990142788133355, -0.28202476651118363] Predicted: 2.4710572701509754 Movie Vector: [1.8773322231656373, 0.06879195402116686] User Vector: [2.061055215315229, -0.6106340480032422] Predicted: 3.827278660080872 Movie Vector: [2.1191509852294623, -0.5174059536849892] User Vector: [2.004565844846163, 0.9207581139027597] Predicted: 3.771571955026027 Movie Vector: [2.701738432806533, 0.18932123547335264] User Vector: [2.017476911058153, -0.36662027288686005] Predicted: 5.381285904893103 Movie Vector: [2.1857896769567926, -1.1695192864511588] User Vector: [1.8241395337892428, -0.18905355466576487] Predicted: 4.208287140639063 Movie Vector: [1.641435243250496, 0.05672408395470601] User Vector: [1.7674873435157696, -0.238512464845348] Predicted: 2.8876866165658486 Movie Vector: [2.3052545607988466, 0.01749371909485933] User Vector: [1.9666416953264434, -0.26665087839443113] Predicted: 4.52894502204543 Movie Vector: [2.0452320247358595, -0.44441549587061363] User Vector: [1.923881835290886, -0.37226811690493533] Predicted: 4.100226461115646 Movie Vector: [1.0840182630825257, -0.06622157460219653] User Vector: [2.3371480698993543, -0.5198610676378254] Predicted: 2.567937209772331 Movie Vector: [2.3994228216519433, -0.03399480521324055] User Vector: [2.033154592982311, -0.9502119425522001] Predicted: 4.910699800246581 Movie Vector: [2.3628463498916656, -1.239613100192684] User Vector: [1.9671181280822903, -0.2591671172903307] Predicted: 4.969264842477234 Movie Vector: [1.103745699649655, -0.6896725558426018] User Vector: [1.3247928192919678, -0.4536753643253415] Predicted: 1.7751218252573338 Movie Vector: [1.7138839444694063, 0.8028422856134659] User Vector: [1.8423357649768086, -0.5115994990754142] Predicted: 2.746815976759104 Movie Vector: [0.5295471831192079, -0.20730175736842069] User Vector: [2.339108353832468, -0.20097657267762753] Predicted: 1.2803310364885454 Movie Vector: [1.7353303298114338, 0.19847780941574675] User Vector: [2.0908226589354255, -0.2251845075591835] Predicted: 3.58357384653292 Movie Vector: [2.0718611089750993, -0.7045451215994696] User Vector: [1.8841431748944497, -0.5844862059322044] Predicted: 4.315479872836397 Movie Vector: [0.21711030540864365, -2.689010802222133] User Vector: [1.680470713615838, -0.34591573034769396] Predicted: 1.2950186454269235 Movie Vector: [2.137466956336986, -0.32230945602142846] User Vector: [2.192376464895823, -0.5605412544911684] Predicted: 4.866799996378333 Movie Vector: [1.951768827480631, 0.2979038547116475] User Vector: [1.9401765331041578, -0.8174899031913456] Predicted: 3.543242683773584 Movie Vector: [2.0744348174503857, 0.08708114213985288] User Vector: [1.891957389384517, -0.35558911464251364] Predicted: 3.8937771754362096 Movie Vector: [1.7838227851436814, 0.9636145063464466] User Vector: [2.137774034334777, 0.3125844347296191] Predicted: 4.114620927698471 Movie Vector: [-0.4904428805812525, -0.7066918744451268] User Vector: [1.9436767047005035, 0.262872817359007] Predicted: -1.1390324860120995 Movie Vector: [1.6266663403234403, -0.33657923555626873] User Vector: [2.0727360392739516, -0.45789199181990964] Predicted: 3.5257668840363436 Movie Vector: [2.4741164889676788, -0.022431005556119085] User Vector: [1.4007532666354194, 1.268672517484862] Predicted: 3.437169153669432 Movie Vector: [2.0539942003606564, -0.4346415410730158] User Vector: [2.392080086000945, -0.5199923070266694] Predicted: 5.139328881116346 Movie Vector: [1.7386115514487674, -0.49115353607833706] User Vector: [1.467536638756606, -0.44360604161294553] Predicted: 2.7693548282804445 Movie Vector: [1.902442517015016, 0.16795089511376424] User Vector: [1.768972926486737, -0.30901087895341384] Predicted: 3.3134706530767306 Movie Vector: [2.2145003091403734, -0.07682179003311282] User Vector: [1.6155257356202075, -0.6136376958273888] Predicted: 3.6247229871804336 Movie Vector: [2.0078733494186074, -0.4838159546635274] User Vector: [1.4871729214436291, -0.1350945167858067] Predicted: 3.051415757552208 Movie Vector: [2.0399216177061263, 0.534556209339427] User Vector: [1.88669345679137, -1.3251805974051616] Predicted: 3.1403232516543547 Movie Vector: [1.7900651254721778, -0.15116145327474317] User Vector: [1.7756490171931503, -0.30686432612401027] Predicted: 3.224913438251486 Movie Vector: [2.057419756679849, 0.021697947994722563] User Vector: [1.3552678731168077, 0.41544048282377327] Predicted: 2.7973691037352113 Movie Vector: [2.0341509084080163, -0.25918641011487886] User Vector: [1.6416755508452443, -0.30739938683048607] Predicted: 3.419089556607193 Movie Vector: [1.7696899740849035, -0.1573465370869285] User Vector: [1.6033134377427867, -0.3025113825342716] Predicted: 2.8849668345601565 Movie Vector: [2.1807935756689156, -0.6429763248575662] User Vector: [1.7608969063879265, -0.9135486687317644] Predicted: 4.42754282646573 Movie Vector: [2.2797901206641686, -0.6146244321223107] User Vector: [1.5387540354388414, -0.3653054645280882] Predicted: 3.7325619118123456 Movie Vector: [1.823709129734027, -0.38458198585589454] User Vector: [1.584998313748439, 0.09746605606922742] Predicted: 2.8530922059994204 Movie Vector: [1.93703270134397, 0.872888617312902] User Vector: [1.83360330778277, -0.5047910314548368] Predicted: 3.1111232229891317 Movie Vector: [2.516908677860463, -1.3554659435350593] User Vector: [2.387238464036665, -0.42902006923304964] Predicted: 6.589983299194617 Movie Vector: [2.061804757776082, -0.7938578654769051] User Vector: [1.1409380947925514, -0.9640110464655192] Predicted: 3.1176793438145354 Movie Vector: [2.043684139479685, -0.004740398150330755] User Vector: [1.5530621903806545, -0.2952702536741305] Predicted: 3.175368264670887 Movie Vector: [2.1271860025192875, -0.040638517665102125] User Vector: [1.225181434982564, -0.3750933679970044] Predicted: 2.6214320375028133 Movie Vector: [1.7914726136121935, -1.0234211134973492] User Vector: [1.7244886095726348, -0.4252621459793503] Predicted: 3.5245963755020044 Movie Vector: [1.5237271146814664, -0.3619668416158963] User Vector: [1.62639779303552, -0.22855693340251843] Predicted: 2.5609164478194417 Movie Vector: [1.8808532158109688, 0.26750625423403507] User Vector: [1.250222403950422, -0.8272720940732967] Predicted: 2.1301843698311775 Movie Vector: [2.0044324639120856, -0.4835033852520513] User Vector: [1.8685900601252745, -0.9817858347160898] Predicted: 4.220159352936276 Movie Vector: [2.1013158360904285, -0.015697413125857207] User Vector: [2.0055802920810857, -0.422722189471841] Predicted: 4.220993273146458 Movie Vector: [1.499275030205986, -0.7002884760477844] User Vector: [1.6218245436844523, -0.36692881861159865] Predicted: 2.6885170649248473 Movie Vector: [2.0208784417551326, 0.572381842833977] User Vector: [1.9139745446330223, -0.13925748705602872] Predicted: 3.7882014382474134 Movie Vector: [1.847020629402184, 0.08636366733161119] User Vector: [1.590567805830127, -0.5080949457718721] Predicted: 2.893930606961697 Movie Vector: [2.1129092100288, 0.4832909967267666] User Vector: [1.3359621936162456, -0.46065451807410124] Predicted: 2.600136641955323 Movie Vector: [2.346103559854864, -1.3247698800055654] User Vector: [1.9204718248650088, -0.4509344917252442] Predicted: 5.103010217409986 Movie Vector: [1.4507962112934027, -0.1096371078441245] User Vector: [1.9717358028902778, -0.6920268069854251] Predicted: 2.9364586501732566 Movie Vector: [2.1737710343718413, -0.35603425962070356] User Vector: [2.028850586471174, -0.23514244740355533] Predicted: 4.493975405106086 Movie Vector: [1.6271069568983925, 0.5264175295507825] User Vector: [1.488145572140193, -0.3108696690221473] Predicted: 2.2577247701279384 Movie Vector: [1.1842821438385196, -0.6195316312971978] User Vector: [1.9105983231135846, -0.6874066291744977] Predicted: 2.688557628448221 Movie Vector: [2.147558511899471, -1.1308474055994249] User Vector: [1.5958450407499671, -0.8185987032840423] Predicted: 4.352880820770962 Movie Vector: [1.740859331335806, -0.8861694791722647] User Vector: [1.7421367310655034, -0.31138002440833984] Predicted: 3.3087504587928245 Movie Vector: [1.608037008666779, -0.044341623476635186] User Vector: [1.9697566666650812, -0.33413780350657385] Predicted: 3.1822578307379614 Movie Vector: [2.081370947191702, -0.011493568913121331] User Vector: [2.043073720447464, 0.4724937992460824] Predicted: 4.246963644667556 Movie Vector: [2.2984466377152075, 0.4316443919241735] User Vector: [2.0525768790702648, -0.2632996753094773] Predicted: 4.604086598108233 Movie Vector: [1.2121018641225945, -1.6575717840773938] User Vector: [1.9095965561654942, -0.44479357422415333] Predicted: 3.0519028238231725 Movie Vector: [2.193850775918767, 0.07270557455252284] User Vector: [2.284816577181087, 0.7312634996553872] Predicted: 5.065713553572523 Movie Vector: [1.1336074566784253, -1.1727136406150709] User Vector: [0.8347022659334316, -0.6372206947773698] Predicted: 1.69350211361615 Movie Vector: [1.9984168821634285, -0.3379791056721739] User Vector: [-0.2523534889692462, -0.04266189002790283] Predicted: -0.4898886451910689 Movie Vector: [2.1147438719928546, -0.5412308761471831] User Vector: [1.7120923794382592, -0.4379041998302301] Predicted: 3.8576441414453706 Movie Vector: [1.9231358952595512, -0.014656589776488278] User Vector: [1.742687214804684, 0.05191118952030149] Predicted: 3.3506634959911707 Movie Vector: [2.146424756142135, -0.1762267819315756] User Vector: [1.8293272157230682, 0.1639030017206971] Predicted: 3.8976291243703933 Movie Vector: [1.2732604639922616, 0.4583878957719849] User Vector: [1.6990100790143805, 0.26901459126412863] Predicted: 2.2865953939549035 Movie Vector: [2.080250613878937, -0.2739910072280201] User Vector: [1.791955666787453, -1.0935780520346432] Predicted: 4.027347427837867 Movie Vector: [1.484353299960162, -0.3051405958649771] User Vector: [2.2694678905150196, -0.5639821506733459] Predicted: 3.5407860019532733 Movie Vector: [1.9859200228777705, -0.47377666521786194] User Vector: [1.831175582532258, 0.07883252370062005] Predicted: 3.599219244566089 Movie Vector: [0.5298669633692991, -0.20535925781785325] User Vector: [1.896294078124741, -0.9756935245506378] Predicted: 1.205151282890545 Movie Vector: [1.671015953977515, -0.20477468328942772] User Vector: [2.105782694744327, -0.7909344619589823] Predicted: 3.6807598324778783 Movie Vector: [2.092651080232278, -0.0318560731144312] User Vector: [1.9403667671206448, -0.47933426025163756] Predicted: 4.075780318502658 Movie Vector: [-0.4258441925048828, 1.178445816040039] User Vector: [1.5547988836151663, -0.37254762163140137] Predicted: -1.1011292610877863 Movie Vector: [2.158447268222643, -0.8755138712267907] User Vector: [0.7119479745637765, -1.6586339270133685] Predicted: 2.9888591712013954 Movie Vector: [2.0390863981723135, 0.5770155596549595] User Vector: [2.0262185363564833, -0.07338980180427429] Predicted: 4.089287599648058 Movie Vector: [1.2227755570163117, 1.2179547296547828] User Vector: [1.9146574487309012, -0.37026371824621235] Predicted: 1.8902318815098176 Movie Vector: [1.9784346485038564, -0.43959086153872695] User Vector: [2.003185904995566, -0.5213581150348809] Predicted: 4.192356664796172 Movie Vector: [1.0972265346330845, -1.249448885735664] User Vector: [2.2500798709647647, -0.4599795769155373] Predicted: 3.0435683093046073 Movie Vector: [1.8966787649209764, -1.3389684961144805] User Vector: [1.3211830790177954, 0.9400314073898842] Predicted: 1.2471874506927532 Movie Vector: [2.252597652051996, -0.641624496836577] User Vector: [1.7683744657682154, -0.9016776961467909] Predicted: 4.561974667637133 Movie Vector: [1.7952931291042207, -0.6461867250782967] User Vector: [2.147997728334522, -0.0539262410699592] Predicted: 3.8911319841232217 Movie Vector: [1.7842397960078678, -0.882071165884201] User Vector: [1.5905800498282179, -0.4412134776893219] Predicted: 3.2271579103089265 Movie Vector: [2.4277956687902287, 0.07040823198487012] User Vector: [1.6335486197715494, 0.11556811418020692] Predicted: 3.974059210432878 Movie Vector: [0.7662429379438636, -0.6586938683957062] User Vector: [1.5193102797100562, -0.47255774454990107] Predicted: 1.4754316611712708 Movie Vector: [1.3631365636751105, -1.0011999146382289] User Vector: [2.121412670119459, -0.26897733500627574] Predicted: 3.1610752621313813 Movie Vector: [2.1797602230911073, -0.29584196706820975] User Vector: [1.9467577899661492, -0.22583693720074988] Predicted: 4.3102772382990935 Movie Vector: [1.5703523703960287, -0.1473755247849494] User Vector: [1.907761370103763, -0.934340334443723] Predicted: 3.1335564868088084 Movie Vector: [1.1686405576940466, -0.6143446848980447] User Vector: [2.314508300244838, -0.6024083221916808] Predicted: 3.074914621662435 Movie Vector: [2.216801777788917, -0.2263591814203083] User Vector: [1.5997313427749429, -0.26693973897242373] Predicted: 3.6067115454504934 Movie Vector: [1.2393167556315938, -2.4315457966725194] User Vector: [1.4189636152556417, -0.6582963680709077] Predicted: 3.3592231507655006 Movie Vector: [1.4031599226460059, 0.11342191348648796] User Vector: [1.8455118014057987, -0.36555439183469457] Predicted: 2.548086317897571 Movie Vector: [2.2971518081385267, -0.4007483737518978] User Vector: [1.6882591141882712, 0.1129277979295438] Predicted: 3.832931845392287 Movie Vector: [1.7532395231802522, -0.5467962449375108] User Vector: [2.045251456134627, -0.2303966982003314] Predicted: 3.711795737159132 Movie Vector: [1.6314816626947828, -0.27699940034647097] User Vector: [1.5828897825027268, -0.5491027921705043] Predicted: 2.734556798379934 Movie Vector: [1.70239691951734, 0.4446995261889013] User Vector: [1.9805300622421473, -0.22722819986030512] Predicted: 3.270600004157883 Movie Vector: [1.860348883146755, 0.14632153017031774] User Vector: [2.2581770482628585, 0.5617004851999476] Predicted: 4.28318602417531 Movie Vector: [2.0238412665860905, 0.0838355053871371] User Vector: [0.4710856412553527, 0.2649428668054997] Predicted: 0.9756141800061097 Movie Vector: [0.9525322375578779, -0.5580971222813453] User Vector: [1.0451440497214257, 0.9613349085540396] Predicted: 0.45901515423884176 Movie Vector: [1.814587680624669, -0.5431252577689873] User Vector: [1.826793633178647, -0.1383897635632094] Predicted: 3.390040197817411 Movie Vector: [1.3243801216881126, -0.35461950542144594] User Vector: [1.898323486549874, -0.9334546013637883] Predicted: 2.845123099189324 Movie Vector: [1.1097861380761882, -0.5140129767154562] User Vector: [1.8661487857806032, -0.9003893260091268] Predicted: 2.533837851711798 Movie Vector: [-1.4956951141357422, -1.7229366302490234] User Vector: [2.455786091570015, -0.5271085438753383] Predicted: -2.764932640163737 Movie Vector: [1.6729176825588574, 0.6133817790306241] User Vector: [1.1711245218903334, -0.08428937334383121] Predicted: 1.9074933553736109 Movie Vector: [1.973586443603326, -1.1448590618079753] User Vector: [1.746476301957338, 0.008637906625152951] Predicted: 3.4369327679426136 Movie Vector: [1.8954160546602643, -0.7406351538399129] User Vector: [1.9517690740928553, -0.07064844298899559] Predicted: 3.7517391584667017 Movie Vector: [1.0812953556215483, -0.14854154858973698] User Vector: [1.5743875863778396, -1.3224157209497094] Predicted: 1.8988116641678605 Movie Vector: [1.326572791672792, -0.07740885023633651] User Vector: [1.9746404377110656, -0.8035314198749898] Predicted: 2.681704721345646 Movie Vector: [1.0791263621312472, -1.2827527031798398] User Vector: [1.730171843543737, -0.6221032342320385] Predicted: 2.6650786527533348 Movie Vector: [1.9977637072056755, 0.03820992269946935] User Vector: [1.638315276108207, -0.2821946515088234] Predicted: 3.2621841637492657 Movie Vector:
avg loss: 9.889419245516743: 69%|███████████████████████████████▌ | 48109/70000 [01:18<00:36, 594.57it/s]
[1.7711177434876697, -0.4765886385838175] User Vector: [0.9258470492196553, -1.6946021597463243] Predicted: 2.447412272883331 Movie Vector: [1.9172207071368474, -0.7414244197258388] User Vector: [1.7737031842779567, -0.6830253122199135] Predicted: 3.9069921189829713 Movie Vector: [0.2813999615169407, -0.6495793415972833] User Vector: [2.087296234603826, -0.7855002991963004] Predicted: 1.0976098472683735 Movie Vector: [2.088406930515575, -1.8464609227502933] User Vector: [1.7516798838345042, -0.1382697884448429] Predicted: 3.913530170605048 Movie Vector: [1.6638774227226358, -1.3234557464630194] User Vector: [2.306972908206643, -0.7932683088264537] Predicted: 4.888375638601184 Movie Vector: [1.6804236058442428, 0.20439133993226377] User Vector: [1.3344441512637184, -0.6202334134771514] Predicted: 2.115661114012981 Movie Vector: [1.1543975495013363, -0.48928349770436774] User Vector: [1.6015813401640435, -0.35504846056808753] Predicted: 2.022580927053743 Movie Vector: [1.7685641579652738, 0.08847507038045] User Vector: [0.12044612423308448, -0.5862201945023735] Predicted: 0.16115082531742725 Movie Vector: [2.1457660089989927, 0.846848228667851] User Vector: [1.398930008116691, -0.6189903286668987] Predicted: 2.4775855969913865 Movie Vector: [0.5386729345887644, -0.6558166354384699] User Vector: [2.1738346873024263, -0.4120699452466097] Predicted: 1.4412282353769932 Movie Vector: [2.3204922195671296, -0.1615696342136203] User Vector: [1.801335483994153, -0.06270866419585391] Predicted: 4.190116791374771 Movie Vector: [2.0131641768497133, -0.15263848002430408] User Vector: [1.759681232109384, -0.11465302680788739] Predicted: 3.560027682899519 Movie Vector: [1.82806417748694, 0.13338594701022627] User Vector: [1.570498561908891, -0.6810810558807467] Predicted: 2.780125520191021 Movie Vector: [1.3855675793589828, 0.8622165143401406] User Vector: [1.9458850295023715, 0.213265213588671] Predicted: 2.8800359991289133 Movie Vector: [1.6380884665506228, 0.36776320001765267] User Vector: [0.5939171570014226, -0.5451539712580656] Predicted: 0.772401275998368 Movie Vector: [1.809392935819404, 0.1821066340102689] User Vector: [1.943311720893763, -0.10002767725070792] Predicted: 3.497998796268232 Movie Vector: [1.9175992261625707, 0.16446906971585948] User Vector: [2.1507542323503754, 0.5532513867851753] Predicted: 4.215277392524521 Movie Vector: [0.6080165237864766, -0.6554355316474341] User Vector: [0.9230638261037776, -0.4869533425459828] Predicted: 0.880404581739785 Movie Vector: [1.4478851122942826, -0.3170717683393081] User Vector: [1.664178160944825, 0.4515407588284015] Predicted: 2.2663679565582964 Movie Vector: [2.4163967906762487, -0.4125898269088748] User Vector: [1.6973493593183768, 0.3222783122276034] Predicted: 3.9685007914548414 Movie Vector: [1.7173104228675127, -0.4135666946347397] User Vector: [1.5695073108519086, -0.6246951223789352] Predicted: 2.9536843606094445 Movie Vector: [2.2584435207288007, 0.02384068355864423] User Vector: [1.6634361878242825, -0.9068209088146928] Predicted: 3.7351574502061538 Movie Vector: [1.573504745819385, -0.12261150043895952] User Vector: [1.7587669974530706, -0.09135225703821848] Predicted: 2.778629054586858 Movie Vector: [-0.3604720580244664, 0.7068150216648441] User Vector: [1.5424948257108113, -0.2932860678481278] Predicted: -0.7633252827161382 Movie Vector: [1.9688180177120138, -0.1497490809219754] User Vector: [1.7962883006996482, -0.33894541547427315] Predicted: 3.5873215358727526 Movie Vector: [1.7063575753714437, 0.037957088286051766] User Vector: [1.9618304943082052, 0.09197393018064853] Predicted: 3.351075388145392 Movie Vector: [0.8194773998817555, -0.7965906047443856] User Vector: [1.6289000963088218, -0.29544616239800914] Predicted: 1.5701964527643324 Movie Vector: [2.036554950677845, -0.4427364956531531] User Vector: [1.6104984456990075, -0.5421041697279617] Predicted: 3.519877883031608 Movie Vector: [2.266032879825274, -0.6011984389930549] User Vector: [1.2656113291844906, 0.024114620183376827] Predicted: 2.853419213000268 Movie Vector: [1.9219942555593539, -0.806144058391811] User Vector: [1.6915745915287277, 0.20010835513994427] Predicted: 3.0898804862377505 Movie Vector: [2.4687038777631343, 0.5102506397397842] User Vector: [0.864474273440549, -0.8171301571752729] Predicted: 1.7171898056197976 Movie Vector: [1.9740574643234483, -0.013139737411995922] User Vector: [2.2375811691839376, -0.08617035169751598] Predicted: 4.418246064851146 Movie Vector: [2.4368242229588937, -0.27479462947397004] User Vector: [1.110807801685879, -1.7909913852258488] Predicted: 3.198998172294078 Movie Vector: [1.6285738003426098, -0.7829097383353143] User Vector: [1.8452494815086775, -0.09809119262765299] Predicted: 3.081921510633932 Movie Vector: [-0.3547005927295468, -0.7042848743167642] User Vector: [1.5647394015940486, -0.47179752228713806] Predicted: -0.2227341345257276 Movie Vector: [1.2202432122245126, -1.2388523089699532] User Vector: [0.06009500087261643, 1.1449633330067506] Predicted: -1.34510995187791 Movie Vector: [1.520385935842183, -0.8338617257247893] User Vector: [1.736887042635201, -0.7575319747886693] Predicted: 3.272415551558069 Movie Vector: [1.1250820765759089, -0.5982322727708188] User Vector: [2.1887920638371265, -0.0954162953555879] Predicted: 2.519651827604689 Movie Vector: [-1.616167086859026, -1.2378588003443378] User Vector: [0.9810575328157719, -0.5494699592890011] Predicted: -0.9053866702212344 Movie Vector: [1.5624975253123063, -0.31394833018772916] User Vector: [1.9693404266480363, 0.20361474274297306] Predicted: 3.013165034649278 Movie Vector: [2.3220750704826862, 0.2137770468851223] User Vector: [1.4449954958247346, -0.4749920318585823] Predicted: 3.253845623949693 Movie Vector: [2.5670534832601346, 0.5534272216182432] User Vector: [2.483363970189128, -0.4250328749475718] Predicted: 6.139703366798069 Movie Vector: [1.6619016955184396, -0.877102857860039] User Vector: [2.1206053479753546, -1.1492778452873356] Predicted: 4.532272505902462 Movie Vector: [1.8776653809711799, -0.10974922558444507] User Vector: [1.7394617000696224, -0.8112342176515133] Predicted: 3.35515934290086 Movie Vector: [2.0928879831284233, 0.8299816547677739] User Vector: [1.907409403591621, -0.48524303434449234] Predicted: 3.5892514030732787 Movie Vector: [2.0405652018555887, -0.4966919983512975] User Vector: [1.835674982272597, 0.5065408902903273] Predicted: 3.4942196836973882 Movie Vector: [1.9234977122674048, -0.7054804768361104] User Vector: [2.009825717105673, -0.6473372434401929] Predicted: 4.322578956084919 Movie Vector: [1.5298461694351253, -0.21771313317518476] User Vector: [1.6917222804169716, -0.3992184592929462] Predicted: 2.6749899520379965 Movie Vector: [2.1071594946352463, -0.2762876462546137] User Vector: [1.7440278668653018, -0.6772759518281777] Predicted: 3.8620678571691363 Movie Vector: [2.146914927847682, -0.6254001717601049] User Vector: [1.6073359030693382, -0.6615153636288152] Predicted: 3.864525266400506 Movie Vector: [1.5320685144990742, 0.14415713010706319] User Vector: [1.614745085795801, -0.2826454631571682] Predicted: 2.433154746083334 Movie Vector: [2.080445704294325, 0.20768854880571427] User Vector: [1.8032935329920317, -0.7265466074152054] Predicted: 3.60075887376123 Movie Vector: [1.7387291434937435, -0.004524468116421676] User Vector: [1.0517129530166887, 0.2162739523425665] Predicted: 1.8276654373981964 Movie Vector: [1.1215615178800245, -1.654765835518322] User Vector: [1.5673282220496, -0.1633883877087654] Predicted: 2.028224541639036 Movie Vector: [1.9135164834569336, -0.24161521523169793] User Vector: [1.3928976338426104, 0.1352541607386551] Predicted: 2.632653118968143 Movie Vector: [1.2210776930037543, -1.2553063877749557] User Vector: [1.9086890800599003, -0.5115546412419247] Predicted: 2.9728154673879152 Movie Vector: [2.3577825531128127, -0.20526293106047785] User Vector: [0.8754692372606757, -0.44296933328106325] Predicted: 2.1550912771193795 Movie Vector: [0.8377514249750823, 0.3072593130690551] User Vector: [1.8127489038359705, -0.33878292170868923] Predicted: 1.4145387695068634 Movie Vector: [0.9656216656690149, -0.7757775128586816] User Vector: [2.1115321290502913, -0.2617202507649436] Predicted: 2.2419778567703617 Movie Vector: [1.4846405719737523, -1.2386602645989615] User Vector: [1.9135085789323711, 0.062330498797602545] Predicted: 2.763666158969614 Movie Vector: [1.5564005110796564, -0.05479152210313336] User Vector: [2.066353566792132, -0.5824237249015995] Predicted: 3.24798562982288 Movie Vector: [1.8427291254707732, -0.5052298827096579] User Vector: [1.6392523369677092, -0.6466087540042023] Predicted: 3.3473840902710092 Movie Vector: [2.1128434066416126, 0.1946355209442911] User Vector: [1.676256028604004, -0.9443050256455153] Predicted: 3.3578711972823974 Movie Vector: [1.7691599476949755, -0.07167356038666735] User Vector: [1.3739815673546993, -0.45195825183522464] Predicted: 2.4631866148902652 Movie Vector: [2.023686470080496, -0.0043434865613766055] User Vector: [1.8406705098647802, -0.7228153059592614] Predicted: 3.728079545257315 Movie Vector: [1.488927191989674, -0.157904260495236] User Vector: [2.05887656546819, 0.18671417382666994] Predicted: 3.0360343397338174 Movie Vector: [1.546453478361659, -0.6463300236096259] User Vector: [1.67084895959951, -0.673758920808215] Predicted: 3.019360804582791 Movie Vector: [1.501567906718612, -0.6862761426755122] User Vector: [1.91177081372475, -0.26706727309788403] Predicted: 3.0539355969068938 Movie Vector: [1.9420713564923817, -0.5861818110988096] User Vector: [1.9389873039372252, -0.46632458842732927] Predicted: 4.039002695383112 Movie Vector: [-1.4079436660718319, -0.6351818156242001] User Vector: [1.5811054808004599, -0.27946927593194165] Predicted: -2.0485936449868345 Movie Vector: [1.878809221971835, 0.4835773364188445] User Vector: [1.4870922082854747, -0.9086824391009583] Predicted: 2.354544321298191 Movie Vector: [1.4822870158209012, -0.8564693243693484] User Vector: [1.5814143536111935, -0.6722623588862966] Predicted: 2.9198820513049664 Movie Vector: [1.1498755346812355, -0.1865512164482307] User Vector: [1.9055189788153153, -0.4888390617491875] Predicted: 2.2823031762272254 Movie Vector: [1.796093489970416, 0.004911935145501939] User Vector: [1.7074947568666554, -0.07137920491809117] Predicted: 3.066469606941523 Movie Vector: [2.052532560124674, -0.40726703420947935] User Vector: [2.0558406967579943, 0.3792889983808518] Predicted: 4.065208063046326 Movie Vector: [1.167829873712055, -0.25331709046357487] User Vector: [2.0745641412829308, -0.4989148509745307] Predicted: 2.549121637559939 Movie Vector: [1.85960686600031, -0.1377147900975526] User Vector: [1.5380231188690776, -0.10110602448891315] Predicted: 2.8740421468562363 Movie Vector: [1.905529450928628, -0.880366463908478] User Vector: [1.7366740908876963, -0.03443804998134996] Predicted: 3.339601731137191 Movie Vector: [1.8773271276443542, -0.7274194177412596] User Vector: [1.7927244436814187, -1.0150090532764842] Predicted: 4.103867525050748 Movie Vector: [1.8774890675806777, 0.1723098580052646] User Vector: [1.851430711286561, -0.7062521559632067] Predicted: 3.354346711113704 Movie Vector: [1.8943229755892592, -0.6960836950860382] User Vector: [1.7719054296341143, 0.649010262724686] Predicted: 2.9047957041011 Movie Vector: [1.4366777010953866, -1.3241943896638935] User Vector: [1.9597999746346582, -0.23264330607391276] Predicted: 3.123665882860853 Movie Vector: [0.7004712682653284, 0.4528725400044148] User Vector: [2.080799041873683, -1.1282692471634037] Predicted: 0.9465777840947793 Movie Vector: [1.551998668428067, 0.11472187039638328] User Vector: [1.8090166044144564, -0.2876382935914561] Predicted: 2.7745929581770636 Movie Vector: [1.921343071548341, -0.14079093353227337] User Vector: [1.9334398481285597, -0.06736367958387292] Predicted: 3.724285451792068 Movie Vector: [1.46783800797797, -1.256046261746219] User Vector: [2.4843746247952994, 0.3794471091353594] Predicted: 3.1700563773706714 Movie Vector: [2.0323363519537554, -0.14465809070524177] User Vector: [1.7140969723775885, -0.4024026123064313] Predicted: 3.5418323813278954 Movie Vector: [1.6250922350719816, 0.61682392111134] User Vector: [1.9332305876787728, -0.47922562740012903] Predicted: 2.8460801860504277 Movie Vector: [1.0889548950260113, 1.0034240163514077] User Vector: [1.9610499257690572, -0.4347826265039386] Predicted: 1.699223586730215 Movie Vector: [2.168692160613909, -1.1677473023563545] User Vector: [1.9691965598617112, -0.6247416018852625] Predicted: 5.000121462351274 Movie Vector: [1.8914684927106657, -0.4590901613413998] User Vector: [1.2334655356618875, -0.17594523655362682] Predicted: 2.4138359245856 Movie Vector: [1.5953290988669406, -0.5257851898209503] User Vector: [2.1573782324346165, 0.1977209756755134] Predicted: 3.3377695107379366 Movie Vector: [1.9694888718273975, -0.9475408993851226] User Vector: [1.5355034767496134, 0.03929125475975705] Predicted: 2.9869269392376125 Movie Vector: [1.3172347579778352, -1.0918261759474597] User Vector: [0.7448271431701131, 0.4253256163540555] Predicted: 0.5167305604326616 Movie Vector: [2.0713505672183943, -0.45444892472457626] User Vector: [1.770290593008286, 0.1670924204098796] Predicted: 3.590957453184204 Movie Vector: [1.8822513829194976, -0.2632251836569006] User Vector: [1.7656157185453696, -0.4999099913321779] Predicted: 3.4549215272167566 Movie Vector: [1.6734781574736957, 0.20761949987205164] User Vector: [1.9393694750560044, -0.9343025126676384] Predicted: 3.051513035368194 Movie Vector: [2.0028689097159336, 0.6259741739510662] User Vector: [1.908101267484275, 0.1290323836132247] Predicted: 3.902447644979046 Movie Vector: [1.504990779427418, -1.2379973783202236] User Vector: [2.0598553414236105, -0.11891700520028398] Predicted: 3.247282236472494 Movie Vector: [1.4680283096450655, -1.1934351974097268] User Vector: [0.5866966434378081, -0.9955934608505311] Predicted: 2.049463560230426 Movie Vector: [1.4931237538855815, -1.2360208512777897] User Vector: [0.22200145098857202, -1.7058074249972137] Predicted: 2.4398891854291334 Movie Vector: [1.7009546848607155, 0.11620600919252978] User Vector: [1.7649788192196267, -0.5685346343362248] Predicted: 2.936081850287611
avg loss: 9.869119317363989: 69%|███████████████████████████████▋ | 48174/70000 [01:18<00:35, 609.46it/s]
Movie Vector: [1.6513187422719173, -0.3104925228865467] User Vector: [1.6695671985055454, -0.23838983603465536] Predicted: 2.831005867995536 Movie Vector: [2.5964096008564868, 0.3895388952848125] User Vector: [2.0924219845277157, 0.22913245616199215] Predicted: 5.522040533518182 Movie Vector: [2.1603532306418134, 0.13695519576659412] User Vector: [1.8067567600465455, 0.2366189804105691] Predicted: 3.9356390023347116 Movie Vector: [1.7738485298297104, -0.6670563750340693] User Vector: [1.630985788000377, -0.8561990125713403] Predicted: 3.4642547518512083 Movie Vector: [1.7720935958208626, -0.14805564729480572] User Vector: [2.06010522005052, -0.2425855446726377] Predicted: 3.686615427009526 Movie Vector: [1.861587925839256, -0.2930311394392364] User Vector: [1.6873583558897822, -0.43122234184924274] Predicted: 3.2675275160721364 Movie Vector: [2.3969303893545724, 0.2999095685497952] User Vector: [1.5275234611824844, -0.6159755122390406] Predicted: 3.4766304544475264 Movie Vector: [1.1719318056887287, -1.4984474914878136] User Vector: [2.4039170405714585, -0.22634721967945995] Predicted: 3.156396261616742 Movie Vector: [2.079845564526355, -0.25886473901592144] User Vector: [2.1606598560230976, -0.20388289962116332] Predicted: 4.546616911600034 Movie Vector: [1.3813619161366362, -0.19776539357585865] User Vector: [1.6725959764694003, -0.5812447665516189] Predicted: 2.425410482999188 Movie Vector: [2.0920931518792254, 0.1576079635516327] User Vector: [1.3528145957981688, -0.6371902419251233] Predicted: 2.72978789520682 Movie Vector: [2.164564880432831, -0.22316393012001426] User Vector: [1.6498649686360993, -0.5515609923723541] Predicted: 3.694328287324825 Movie Vector: [2.3833069889059724, -0.4023549043885092] User Vector: [2.123538753076467, -0.4575931495334195] Predicted: 5.245159599349174 Movie Vector: [1.8461124664104374, -0.5607515053617242] User Vector: [1.9033808961978536, -0.23676936314215868] Predicted: 3.6466239776038303 Movie Vector: [2.168681397367916, -1.1677438876400787] User Vector: [1.876980562848318, -0.08559501029154987] Predicted: 4.1705258799507545 Movie Vector: [1.9006856136384827, 0.3566775459399836] User Vector: [2.098341548612883, 0.6928378167423714] Predicted: 4.235407286158487 Movie Vector: [2.1846899193798857, 0.598476529515496] User Vector: [1.6023724412429121, 0.06431463508566258] Predicted: 3.539177719078651 Movie Vector: [2.0447278544076872, -0.5816296979236144] User Vector: [1.6523561983830697, -0.3765690365911223] Predicted: 3.5976424792369377 Movie Vector: [2.2710635693248893, -0.17984875185894555] User Vector: [2.1601266555253162, -0.6070037273409511] Predicted: 5.014953815227158 Movie Vector: [2.187259147711891, -0.2307507768132617] User Vector: [2.146901469316779, -0.9443029752331367] Predicted: 4.913728523081344 Movie Vector: [1.6052045736915113, -0.20187277551695731] User Vector: [1.1096355650468706, -0.3575792457147474] Predicted: 1.8533775989436971 Movie Vector: [2.000289532933399, -0.5715022835551662] User Vector: [1.713249628910578, -0.20296978714913894] Predicted: 3.5429929968602987 Movie Vector: [2.156713830994977, -0.6294330095547862] User Vector: [1.8537844843022064, -0.22854537221246596] Predicted: 4.141936638429971 Movie Vector: [1.86832454005653, -0.1382878694978562] User Vector: [1.2543542584961431, -0.6810072236567304] Predicted: 2.4377158811448956 Movie Vector: [1.827833719014546, 0.4895067910834169] User Vector: [1.4651024582495171, -0.7497531238026094] Predicted: 2.310954429262185 Movie Vector: [0.35309791564941406, -1.3819408416748047] User Vector: [1.9846833421771406, -0.4225660834500433] Predicted: 1.2847488803730398 Movie Vector: [2.4268770304551466, -0.2587564489225228] User Vector: [1.8027057209305122, -0.5582552343957541] Predicted: 4.519397248841002 Movie Vector: [0.6859560725862097, -1.262431176684504] User Vector: [1.7442534857089027, -0.3349876267651549] Predicted: 1.6193800944835695 Movie Vector: [2.1057864780018094, -0.2963067269847301] User Vector: [1.4857172611356932, 0.7231294005237104] Predicted: 2.9143352127778153 Movie Vector: [1.431398822072702, -0.4424926157130815] User Vector: [1.9766395939551726, -0.131996328094939] Predicted: 2.88776698693295 Movie Vector: [2.3675525169432126, -0.6354595248027799] User Vector: [1.4909579893435465, 0.44185655993294143] Predicted: 3.2491393807209272 Movie Vector: [1.1198886850309235, 0.31799776756378145] User Vector: [1.2614192361697458, -0.37578566783441664] Predicted: 1.2931501262130394 Movie Vector: [2.1828173440937033, 0.21987033464246383] User Vector: [1.7051279164244506, -0.06620631104728396] Predicted: 3.70742598610424 Movie Vector: [1.9961878887642523, -0.5548879572856423] User Vector: [2.2767094425190786, 0.15839204787598626] Predicted: 4.456849975495602 Movie Vector: [2.0842819864823983, 0.12699264816217806] User Vector: [1.6791214934181276, 0.07761745260376185] Predicted: 3.50961952769658 Movie Vector: [2.1285589544877386, 0.09464715107560806] User Vector: [1.9090947273016867, -0.17145381593950007] Predicted: 4.047393061543618 Movie Vector: [1.9000631966102093, -0.15551924909880657] User Vector: [1.8908655637303258, -0.2454569143571547] Predicted: 3.6309373423885427 Movie Vector: [1.795344977183728, 0.6881961787973672] User Vector: [2.260006216418244, -0.981804550006707] Predicted: 3.381816669410011 Movie Vector: [2.469860906249157, -0.2619722604703738] User Vector: [1.769716189522919, -0.5582324375726966] Predicted: 4.517194245197688 Movie Vector: [2.039120409265428, 0.5710545887377484] User Vector: [2.1711694514126387, -0.8710382477416649] Predicted: 3.929865552010169 Movie Vector: [2.1937145518431134, -0.3079506582597452] User Vector: [2.023203359313289, 0.37730775819222745] Predicted: 4.322138478161627 Movie Vector: [1.5918399332384527, -0.12314294930463773] User Vector: [1.9691847062115053, -0.6247352192052759] Predicted: 3.2115585886973217 Movie Vector: [2.149285461967262, -0.4943969933149201] User Vector: [0.9264621204746064, -1.275706745389056] Predicted: 2.621937145871345 Movie Vector: [1.3510729746086758, -0.22836772831995186] User Vector: [1.3468608679350795, -0.6356292253408578] Predicted: 1.9648645214699332 Movie Vector: [2.03161712101903, -0.5476393165858333] User Vector: [2.3861940570272973, -0.7863618655505488] Predicted: 5.278475374969781 Movie Vector: [1.846377400398478, -0.14855019210411377] User Vector: [0.6970284499116433, -0.7670142359206382] Predicted: 1.4009176894442417 Movie Vector: [2.5032122560246406, 0.07574370388885723] User Vector: [1.575028553619075, -0.4793704732746392] Predicted: 3.9063214838272557 Movie Vector: [2.1174715727670996, 0.3005307210618505] User Vector: [1.9431155154612718, -0.8833160602167972] Predicted: 3.8490282540894656 Movie Vector: [2.2179183209265436, 0.599810222273152] User Vector: [1.9271996637314728, -0.08513398087908829] Predicted: 4.223307210279423 Movie Vector: [1.8890928293461353, -0.34269283104610043] User Vector: [1.9974565856328637, -0.3282218005040264] Predicted: 3.8858601708750307 Movie Vector: [2.1650472030751544, -0.5161003733086035] User Vector: [1.8328687676735302, -0.13055287852913053] Predicted: 4.035625788400779 Movie Vector: [2.303620855376818, -0.22058693289438291] User Vector: [1.3902917897447844, -0.2034273751497056] Predicted: 3.247578582666276 Movie Vector: [1.4408521264158285, -0.8935360009168019] User Vector: [0.8978775204130679, -0.544916442113159] Predicted: 1.7806111930677444 Movie Vector: [1.4605008947341482, -0.5943814746363122] User Vector: [2.106098804390383, 0.8555705717613952] Predicted: 2.5674238901117032 Movie Vector: [1.5334203407596068, 0.3066301683506243] User Vector: [1.5973654682907832, -0.3609267389312018] Predicted: 2.3387616739833654 Movie Vector: [2.205266769435834, 0.21899867356488875] User Vector: [1.9027633232131191, -0.10410867705453873] Predicted: 4.173301064601648 Movie Vector: [2.173125881401291, -0.21907118744947335] User Vector: [1.9045551756528702, -0.1716556687610135] Predicted: 4.176442955955943 Movie Vector: [0.5905528172121327, -0.1692838872597314] User Vector: [1.2922426818516561, -0.22735167924823513] Predicted: 0.8016245323274261 Movie Vector: [1.9024656726262918, 0.4932127270889379] User Vector: [2.096109874957726, -0.7780184540981121] Predicted: 3.6040484796888133 Movie Vector: [1.9665910370152415, -1.1112576732241919] User Vector: [1.6252891021279974, -0.003905512401436384] Predicted: 3.2006190114274373 Movie Vector: [1.8813305848656854, -0.5574091403486255] User Vector: [1.970386138546761, -0.26088160396590754] Predicted: 3.852365497042824 Movie Vector: [1.2301591730874697, -0.27358055054886304] User Vector: [1.423113344827009, -0.5058078626083741] Predicted: 1.889035129006479 Movie Vector: [1.217181114945694, -0.3553710259460733] User Vector: [1.9863682104396911, -0.8054063090319985] Predicted: 2.7039879394198074 Movie Vector: [2.501644611794276, 0.2576834434229984] User Vector: [1.9184805931065165, -0.868021120853258] Predicted: 4.5756819671914455 Movie Vector: [2.082345374147907, -0.48516306982429136] User Vector: [2.123463926235347, 0.17986453101394892] Predicted: 4.334521655946894 Movie Vector: [2.371400400089029, 0.5612818975530108] User Vector: [1.9684147616153296, 0.20380073407199825] Predicted: 4.782289215978371 Movie Vector: [1.3519424509408169, -0.8139277466153825] User Vector: [2.1012227286776444, 0.3648993532609762] Predicted: 2.543730497439889 Movie Vector: [1.697669319679451, 0.5394883877861756] User Vector: [2.4060669140345503, -0.5286679783607916] Predicted: 3.799495745732231 Movie Vector: [1.0486570654919898, 0.26784335813565974] User Vector: [2.093526241303468, -0.2556094543268382] Predicted: 2.126927790117646 Movie Vector: [2.1553725216466675, -1.3151388489311706] User Vector: [2.022762117913878, -0.08474047137447784] Predicted: 4.471251372760705 Movie Vector: [1.5155699422951843, -0.3850125069341611] User Vector: [0.9558953999954851, -0.42601347912292603] Predicted: 1.6127468537962513 Movie Vector: [1.8131692096870842, -0.6876980798945346] User Vector: [2.2827667952360335, 0.024252102853965608] Predicted: 4.122364341451959 Movie Vector: [-0.42510032653808594, 0.4150104522705078] User Vector: [0.8298913746930643, -0.7777037152196888] Predicted: -0.67554226495894 Movie Vector: [1.7907533641493916, -0.6173417702721266] User Vector: [1.7676554105289024, 0.5271909619337806] Predicted: 2.8399778713498405 Movie Vector: [0.8164622627683809, -1.3871279392255795] User Vector: [1.5081125519173642, -0.1509089338214429] Predicted: 1.4406469850303159 Movie Vector: [1.3453819434993308, -0.637601296912749] User Vector: [1.416718460669221, -0.4536896415310562] Predicted: 2.195300539842618 Movie Vector: [1.213495796707903, -0.6219458535782979] User Vector: [1.7631102986419744, 0.5059587968481555] Predicted: 1.8248479607532766 Movie Vector: [1.894420948884598, -0.5591423210155735] User Vector: [1.9168060433697376, -0.3783226971266412] Predicted: 3.8427737544724923 Movie Vector: [2.164385727539983, -0.3134201988757631] User Vector: [1.6503655047429695, -0.6441675809026676] Predicted: 3.773922675005837 Movie Vector: [1.9326301016873288, -0.009151076562218474] User Vector: [2.043738687009833, -0.0754460864812033] Predicted: 3.95048131941185 Movie Vector: [0.8020668708622634, -0.695045517713492] User Vector: [1.5145349674060324, -0.2611246072304323] Predicted: 1.3962518099390446 Movie Vector: [1.7625960855873601, -0.9088822751447694] User Vector: [2.018025605507932, -0.07570821684692704] Predicted: 3.6257738892583316 Movie Vector: [2.1123904840530825, -0.2088980981611343] User Vector: [1.5726598433959953, -0.51093668265249] Predicted: 3.428805389128976 Movie Vector: [1.89385056448468, -0.16239301233496475] User Vector: [0.9055502889960267, -0.4751899856772433] Predicted: 1.7921444591899267 Movie Vector: [1.939247270989108, -1.1450289001082683] User Vector: [1.3650211646341381, -0.0508078581502865] Predicted: 2.7052900342938058 Movie Vector: [0.026728429421737393, 0.42765406569400793] User Vector: [1.583990627445935, -0.5685594076186319] Predicted: -0.20080916056630244 Movie Vector: [1.703347408105806, -0.16383052297624776] User Vector: [1.5855809280605166, -0.4790511731741011] Predicted: 2.7792783683873776 Movie Vector: [1.5370773933333843, 0.0724047325002562] User Vector: [2.047708032014235, -0.09101395339965301] Predicted: 3.140895883206582 Movie Vector: [2.1448111834710755, -0.1710627613572854] User Vector: [1.5492577378222663, -0.5524371841244967] Predicted: 3.4173667523530753 Movie Vector: [0.807975966730119, 0.05592318794145816] User Vector: [1.536326056377625, -0.28000806853025983] Predicted: 1.2256555867728405 Movie Vector: [1.9246442839993756, -0.7442831228895144] User Vector: [1.0702856917617372, 0.37796400660525015] Predicted: 1.7786070077195564 Movie Vector: [1.6887328736378473, -0.6850194809868907] User Vector: [1.1773146641009629, -0.46924727691867313] Predicted: 2.309613501972537 Movie Vector: [1.4742729022218348, -0.24121818263298256] User Vector: [1.9168380129381852, 0.04414268245706445] Predicted: 2.8152943227846756 Movie Vector: [2.1762064900635023, -0.9980074797958296] User Vector: [1.8508277979755143, -0.14642826156444552] Predicted: 4.173919966239072 Movie Vector: [1.2557408488921447, -0.24594536606047782] User Vector: [0.590169226749898, -0.36726923799777694] Predicted: 0.8314277729710535 Movie Vector: [1.5313768784072588, -0.6151115343024008] User Vector: [1.6695016333379178, -0.6731958146904756] Predicted: 2.9707267102170536 Movie Vector: [0.982410984588632, 1.2781295597564606] User Vector: [1.8117845804591854, -0.5063665184819386] Predicted: 1.132715058208678 Movie Vector: [1.9158813897226836, -0.6225040982052576] User Vector: [2.2538825563067113, -1.2917623600007877] Predicted: 5.1222990072564025 Movie Vector: [1.6727879850784761, -0.970228212919906] User Vector: [2.0972456766827845, -0.4531542970113967] Predicted: 3.947910453479084 Movie Vector: [1.8601136634400761, -0.2695407191880895] User Vector: [1.9677239026259057, 0.8301928963368578] Predicted: 3.4364193268085974 Movie Vector: [1.2919920786764372, 0.958408823813219] User Vector: [1.6313229073489333, 0.07470514560178122] Predicted: 2.179254344787236 Movie Vector: [1.8763798790695838, -0.5645165930714845] User Vector: [2.0320229759310404, 0.5141639595272637] Predicted: 3.522592939131626 Movie Vector: [2.4179300907071033, -0.6205297537427102] User Vector: [1.4938348899114953, 0.7219871631513263] Predicted: 3.163973814309447 Movie Vector: [2.1625862377089318, -0.19760502654818257] User Vector: [1.4759934150246878, 0.7265659415289425] Predicted: 3.048389964116566 Movie Vector: [1.9834700589638872, -0.7235092063844293] User Vector: [2.2494588845726864, -0.6409986890338834] Predicted: 4.9255027992165905 Movie Vector: [2.187739981713304, -0.3184944247408038] User Vector: [1.9540301727746467, -0.6235628815199447] Predicted: 4.473511235692663 Movie Vector: [2.26960997325556, -0.17944028588780717] User Vector: [1.853363535762276, 1.0014726582477047] Predicted: 4.026707824729459 Movie Vector: [1.9009478983337236, -0.57791419916486] User Vector: [1.4411277346598332, 0.01657718965908648] Predicted: 2.729928545145815 Movie Vector: [2.1480576522981703, -0.04702844260819963] User Vector: [1.9075537015432784, -0.9359261080122893] Predicted: 4.1415504730259105 Movie Vector: [1.998698551915742, -1.2686831022762517] User Vector: [2.1585984076009996, -0.6068827032157651] Predicted: 5.084329342073319 Movie Vector: [2.0586655252370227, -0.016744564496629814] User Vector: [1.9944001687298343, -0.5032587911875708] Predicted: 4.114229720178548 Movie Vector: [1.1333033660827665, -0.3656211971006854] User Vector: [2.169851386778579, -0.10925992561910843] Predicted: 2.4990476253355127 Movie Vector: [2.2089785231899755, -0.22084803904825717] User Vector: [1.8938710655886404, -0.9356265475889305] Predicted: 4.3901517978927265 Movie Vector: [2.1588041942950587, -0.8763454062747092] User Vector: [1.8623004722201908, 0.8627513063680576] Predicted: 3.2642739263734644 Movie Vector: [1.76467327637945, 0.07037852623532563] User Vector: [1.6272711253925691, -0.21447791236087158] Predicted: 2.8565072290221925 Movie Vector: [0.9953976894828178, -0.0846000487383856] User Vector: [1.7598941932662078, 0.11540903615515301] Predicted: 1.7420310036278348 Movie Vector: [1.3398023516049844, -0.12311663874324584] User Vector: [1.6994700234267657, -0.9788751930213686] Predicted: 2.3974697573832953 Movie Vector: [1.2597708282920035, -0.25857042079794734] User Vector: [1.691836945290324, -0.5954162225973563] Predicted: 2.285283853130327
avg loss: 9.850102496916529: 69%|███████████████████████████████▋ | 48298/70000 [01:18<00:35, 604.90it/s]
Movie Vector: [1.9603774196923371, 0.21529325646791914] User Vector: [2.0935836413083524, -0.7630049832024168] Predicted: 3.9399442691232567 Movie Vector: [1.305385825221631, -0.8157074124163674] User Vector: [2.2889785540285605, -0.5096652686001295] Predicted: 3.4037378961134928 Movie Vector: [1.8784571936158176, 0.3493380877815554] User Vector: [1.7020079648221484, -0.5646200167346216] Predicted: 2.9999058281423197 Movie Vector: [2.2053812047871713, -0.1214333627048087] User Vector: [2.060708245744736, 0.6929711819139206] Predicted: 4.460497412838051 Movie Vector: [1.3091212240289605, -0.4807234371500507] User Vector: [1.1537862116503206, -0.4597031692994239] Predicted: 1.7314361052777956 Movie Vector: [2.2118723928310713, -0.27579053264936715] User Vector: [1.9053529941974061, -1.0728682489070471] Predicted: 4.5102845922919315 Movie Vector: [2.1369483148320056, 0.4750020479144663] User Vector: [1.9859354380880523, 0.6494328159641027] Predicted: 4.552323305353232 Movie Vector: [2.089400421444063, 0.25365624675634385] User Vector: [1.8214930178553492, -0.7089997403796553] Predicted: 3.6259860660684593 Movie Vector: [2.0052797532322586, -0.12021501267884405] User Vector: [1.8796881058332457, -1.1949244483171553] Predicted: 3.91294835872361 Movie Vector: [2.0973552088183576, 0.4476170357826314] User Vector: [1.5348522351181686, 0.037361681204797374] Predicted: 3.2358540550843364 Movie Vector: [0.9316673836022922, 0.09084359924728755] User Vector: [2.166852065444685, -0.610866248224334] Predicted: 1.9632921058186865 Movie Vector: [1.8196662768622769, -0.720713940615943] User Vector: [0.8567142158069072, -1.416351311226072] Predicted: 2.5797181022226403 Movie Vector: [1.812094799856918, -0.10104912605618363] User Vector: [2.269312296300755, -0.7548554134226367] Predicted: 4.188486491203095 Movie Vector: [2.0989833178176913, -0.1919231314827125] User Vector: [2.1300076628514564, -0.769230479287366] Predicted: 4.6184836735658354 Movie Vector: [1.2676583994994668, 0.23182948492365874] User Vector: [1.8810147377562851, -0.25293528590474135] Predicted: 2.325846274848727 Movie Vector: [1.8291890226450496, -0.26237496613941613] User Vector: [1.6723848388421698, -0.6473561549099113] Predicted: 3.228958038072738 Movie Vector: [0.9268315426733575, -1.0184190693879414] User Vector: [1.5497730194875756, -0.016452465088052752] Predicted: 1.4531340226293294 Movie Vector: [1.451028708140794, -0.2409098033134337] User Vector: [1.9898337372505808, -0.31921226449261675] Predicted: 2.9642072410318305 Movie Vector: [1.3216097190206468, 0.006736837167458265] User Vector: [1.8258137777930663, 0.07932151073264097] Predicted: 2.413547609954803 Movie Vector: [1.8412332633189399, -0.09282773532223534] User Vector: [1.7582055394172214, -0.2403399892584519] Predicted: 3.25957673983684 Movie Vector: [1.8479668903277093, 0.18357147379597824] User Vector: [1.7817274328715313, -0.6861284363594976] Predicted: 3.166619695259333 Movie Vector: [2.1132603944344566, -0.6376530744723553] User Vector: [1.466412719834204, 0.24323778166174084] Predicted: 2.94381060341609 Movie Vector: [2.3050813340588374, -0.16103314556234619] User Vector: [1.5392081773097557, -0.26075967617703466] Predicted: 3.58999098963805 Movie Vector: [1.7928467378090984, -0.09464652388530737] User Vector: [1.6995503983041829, -0.2613601980417346] Predicted: 3.071770221568434 Movie Vector: [1.959587146948417, -0.25605632031739795] User Vector: [1.6069730816221517, 0.0527536946293784] Predicted: 3.1354958793089116 Movie Vector: [1.2740758033959576, -0.16048233632145945] User Vector: [1.3539654916268562, -0.6045640795076571] Predicted: 1.822076527450311 Movie Vector: [1.995549989879487, 0.3518660548742344] User Vector: [1.916771434950346, -0.21190106021398208] Predicted: 3.7504524275352913 Movie Vector: [2.174048561020066, -1.8532210906560898] User Vector: [2.2458404658382256, -0.4674544630247753] Predicted: 5.74886270283506 Movie Vector: [1.7588886348623487, -0.013484132435136617] User Vector: [1.5902460531722205, -0.468472784409965] Predicted: 2.803382658626566 Movie Vector: [1.6110575617692393, -0.11634591198529712] User Vector: [2.144400630865303, -0.10104911806076432] Predicted: 3.4665095036143634 Movie Vector: [1.4630677124746954, -0.19146284422855409] User Vector: [1.9221503412857124, -0.3145607936599598] Predicted: 2.8724628070942693 Movie Vector: [1.4291249589418795, -0.29141588150537295] User Vector: [2.0533370968734763, -0.8081235673556578] Predicted: 3.1699753360093608 Movie Vector: [2.703058113109192, -0.1389128339723993] User Vector: [1.7394732898971024, -1.0190990949180763] Predicted: 4.843463332166878 Movie Vector: [2.1115137923889478, -0.2935191243043815] User Vector: [1.5971200358879476, -0.08525879649724448] Predicted: 3.397366071165249 Movie Vector: [2.358936813237331, 0.363534234895482] User Vector: [1.8167964314395162, -0.2630625855682309] Predicted: 4.190075728506713 Movie Vector: [2.0512383370443326, -0.4585390748475328] User Vector: [1.9108880938206185, -0.7603185048595787] Predicted: 4.26832265965419 Movie Vector: [1.7941402707340381, -0.5187273745957725] User Vector: [1.8293851404679744, -0.48074704940046015] Predicted: 3.531550205976203 Movie Vector: [1.667892379697173, -0.7578532388921607] User Vector: [1.0858680031505186, -1.1083196270836628] Predicted: 2.6510545869248414 Movie Vector: [1.914785435121417, 0.15784020715367503] User Vector: [2.0034211726549302, 0.31215620040705877] Predicted: 3.8853924811500846 Movie Vector: [1.6517538442901514, 0.09886054082546261] User Vector: [1.7338665198627756, -0.06331153546185123] Predicted: 2.857661677033077 Movie Vector: [2.0457748968734566, 0.12521265653301572] User Vector: [2.0921173932087482, 0.18716792092243445] Predicted: 4.303437036935251 Movie Vector: [2.047777923614177, -0.3641137593629628] User Vector: [1.5730311840391742, -0.2889283400357856] Predicted: 3.326421315909021 Movie Vector: [1.947599257135101, -0.3319337440344037] User Vector: [2.2333456036192976, -0.5565564413441302] Predicted: 4.534402101876709 Movie Vector: [1.712951069594255, -0.8009998781456382] User Vector: [1.9187813066624102, -0.03404577108619847] Predicted: 3.314049150056257 Movie Vector: [1.6657941294622591, -0.9890601725578179] User Vector: [2.0148984876053393, 0.8233570390380944] Predicted: 2.542056417007647 Movie Vector: [1.4488179563179795, 0.030591539954367204] User Vector: [1.8739032304167085, -0.6682103837887382] Predicted: 2.6945030639763994 Movie Vector: [1.9371842476334746, -0.009319196141832463] User Vector: [1.5444662083890028, -0.33429209783493585] Predicted: 2.995030943521764 Movie Vector: [1.3652245076806735, -0.21480906836238234] User Vector: [1.9074137969794578, -0.6167764005320338] Predicted: 2.736537225910794 Movie Vector: [1.7679807181944556, -0.8775610349625591] User Vector: [2.055426597823522, -1.3056651632522458] Predicted: 4.779755464594216 Movie Vector: [2.074589082571157, -0.07874158688459473] User Vector: [1.7729852438595453, -0.20363675815417054] Predicted: 3.6942505119558673 Movie Vector: [2.0748732512106414, 0.540856418413243] User Vector: [1.862657824298842, 0.8651295819053474] Predicted: 4.332689782928551 Movie Vector: [2.130168335673588, -0.5506482613997863] User Vector: [1.887300701714824, -0.16991625820648715] Predicted: 4.11383228685242 Movie Vector: [2.0246717327064774, -0.35986970275985775] User Vector: [1.2574769304720061, -0.679469941381123] Predicted: 2.790498641496262 Movie Vector: [0.42050287850797463, 0.1820548789444063] User Vector: [1.7938146509755066, -0.734147607406109] Predicted: 0.6206490704513337 Movie Vector: [2.428672989950708, -0.24898010328158637] User Vector: [1.3782534960278394, -0.6352738008447679] Predicted: 3.505497575654365 Movie Vector: [1.6099336767358354, -0.3260975228160672] User Vector: [2.077086964256395, -0.47243285833898346] Predicted: 3.4980314380666298 Movie Vector: [1.723870984891513, -0.8963866435849738] User Vector: [2.382746760597396, -0.5682589959636102] Predicted: 4.6169277790168834 Movie Vector: [2.1693013877250666, -0.42012264973595775] User Vector: [1.6794839603017233, -0.7194264385911434] Predicted: 3.9455542274155335 Movie Vector: [1.277816331996022, -0.9331016730284161] User Vector: [1.0028107055088045, 1.441258116966466] Predicted: -0.06343246280759018 Movie Vector: [1.3175053827583407, 0.2662315142027792] User Vector: [1.1214616520513885, 1.3546154642212551] Predicted: 1.838173089336891 Movie Vector: [1.7776252563372539, 0.3954017724668963] User Vector: [1.8536737669965941, -0.8746965878762668] Predicted: 2.9492807240059418 Movie Vector: [2.4593427262323955, -0.26311660284043153] User Vector: [1.6687812128790078, -0.4003603932122018] Predicted: 4.209446404141117 Movie Vector: [0.775873867746259, -0.18361989453764568] User Vector: [1.9757223285469612, -0.309439588453128] Predicted: 1.5897305892399116 Movie Vector: [2.0006504615534406, 0.7072703795537546] User Vector: [1.6476763618718655, 0.07672524445907766] Predicted: 3.3506899666395684 Movie Vector: [1.894468035149064, -0.0097465863173554] User Vector: [1.736094748121817, -1.191993344328971] Predicted: 3.300593872327163 Movie Vector: [2.4356184048610166, 0.17645362320927224] User Vector: [1.3238422025828773, -0.8168014436237662] Predicted: 3.080246859572625 Movie Vector: [2.0499507308129044, -1.1059544783527573] User Vector: [2.123803436412337, -0.4074194780693278] Predicted: 4.804279802915344 Movie Vector: [0.8743140195363635, -1.1997277477015003] User Vector: [2.0740463797043267, -0.1160324751195419] Predicted: 1.952575206979531 Movie Vector: [1.9905070586576343, -1.2663800914177479] User Vector: [2.157043085416141, -0.5141433793729958] Predicted: 4.9447104271216755 Movie Vector: [1.6206272731063227, -0.3070251725023728] User Vector: [2.0379624775541587, -0.0914730221926812] Predicted: 3.330862093109623 Movie Vector: [1.706031322978989, 0.11457072350819164] User Vector: [2.0394721165470977, -0.47130586577883843] Predicted: 3.4254054591356677 Movie Vector: [2.3372012899454546, -1.3226795913042029] User Vector: [1.4226164251876807, -0.2909168258096167] Predicted: 3.7097306923116187 Movie Vector: [2.012765151540879, -0.21954398265024697] User Vector: [1.6402565069381265, -0.17141810250611744] Predicted: 3.339084949675772 Movie Vector: [1.7779725007219485, 0.09616233662385144] User Vector: [1.1355183696116846, -0.14177856777953116] Predicted: 2.0052866768733337 Movie Vector: [1.79120942491421, -0.4429799670725632] User Vector: [2.1830774062903378, -0.10384224278595072] Predicted: 3.9563488587545828 Movie Vector: [1.40937055257943, -0.4302237964876272] User Vector: [1.7319707254260979, -0.10650097000905588] Predicted: 2.486807789992087 Movie Vector: [2.407593071659674, -0.03781324044575036] User Vector: [2.1444704462554642, -0.28818279474843594] Predicted: 5.173909314093736 Movie Vector: [1.9043394256729196, 0.31788814811518384] User Vector: [2.1011667412233614, -0.45542854065487254] Predicted: 3.8565593298367578 Movie Vector: [2.1917517267317455, 0.06287573993092876] User Vector: [1.7564343848958641, -0.2547232132125089] Predicted: 3.833652185478201 Movie Vector: [1.978434392777592, 0.04153933629188539] User Vector: [1.980358257402881, -0.15667978013577846] Predicted: 3.9115005123897606 Movie Vector: [1.6373116191119532, 0.011549568234391822] User Vector: [1.7456334770121322, 0.11881867465036314] Predicted: 2.859518279013157 Movie Vector: [2.0994764718804304, 0.016426954184904433] User Vector: [2.1459392507399087, -0.5287529283264764] Predicted: 4.496663166884405 Movie Vector: [2.046974471313583, -0.009997680322114887] User Vector: [1.6283422008282609, -0.6748927941825626] Predicted: 3.3399222780659614 Movie Vector: [1.4912399379586923, 0.0016070208513707836] User Vector: [1.1754828755759803, -0.33230613396012226] Predicted: 1.7523929875591175 Movie Vector: [1.7745358037796786, -0.3711576592846117] User Vector: [2.1458428600616917, 0.19476953068983394] Predicted: 3.735584781353657 Movie Vector: [1.809466803894247, -0.32960869313352714] User Vector: [1.7189396871703357, -0.9011781725441577] Predicted: 3.4074004615638245 Movie Vector: [1.3477597440883358, -0.9992502628747697] User Vector: [1.891177984684161, -0.5024192130739592] Predicted: 3.0508960874009077 Movie Vector: [2.139012808939251, -0.3913120008237049] User Vector: [1.328832322443188, 0.7027983555107465] Predicted: 2.567375927967952 Movie Vector: [1.8934132743320806, 0.18565908556844374] User Vector: [2.0480452451813553, -0.07546647819688279] Predicted: 3.863785016325975 Movie Vector: [1.813692151399813, -0.43291283600535724] User Vector: [1.5404739894954327, -0.07183597132911632] Predicted: 2.8250442982587116 Movie Vector: [1.6273284506264776, -0.33233190686626396] User Vector: [1.3989443688770011, -0.6047917298718525] Predicted: 2.477533561162505 Movie Vector: [2.2035014928352052, -1.3171551372871595] User Vector: [0.3338309717760396, -0.657948540535799] Predicted: 1.6022173449004469 Movie Vector: [2.144488099154048, -0.16593822291816687] User Vector: [2.0990684015507255, -0.6336320062641521] Predicted: 4.6065709755393875 Movie Vector: [2.1257115591198446, -0.544036096422101] User Vector: [2.1574196169936117, -0.15061457190800515] Predicted: 4.667991581480345 Movie Vector: [-0.07177853153991853, -2.2272128714492796] User Vector: [1.8009929680783017, -0.7310397864660696] Predicted: 1.498908591396383 Movie Vector: [2.0983663837577877, -1.8374684260876026] User Vector: [1.470786584369908, 0.8344181721496411] Predicted: 1.5530320808450566 Movie Vector: [1.7510764202302078, 0.2640520495202767] User Vector: [-0.2482690472860639, -1.0400868864083677] Predicted: -0.7093751486109376 Movie Vector: [2.0796297257600864, -0.510016196559641] User Vector: [1.806921056336275, 0.5249757670135264] Predicted: 3.4899805968805144 Movie Vector: [1.1032483506578412, 0.32295504028174343] User Vector: [2.0104795452505204, -0.342480425723543] Predicted: 2.1074524626437077 Movie Vector: [2.2437117175855477, -0.02401787410742129] User Vector: [1.8272821913473123, 0.47306915463214433] Predicted: 4.088532348661302 Movie Vector: [1.6723298104144309, -0.6784816428154866] User Vector: [1.6832062839747106, 0.042792416147425946] Predicted: 2.785842176960057 Movie Vector: [1.667458890438336, -0.11029499082755057] User Vector: [1.8880911782862864, -0.5001306062817997] Predicted: 3.20347632182409 Movie Vector: [2.3350155589828767, 0.4269534177665787] User Vector: [1.5548668353585497, -0.04926874822595429] Predicted: 3.6096027922645284 Movie Vector: [1.5760177675741391, 0.18374572987498064] User Vector: [1.996048257754919, -0.4670456464920191] Predicted: 3.059989875957549 Movie Vector: [0.2725648685946389, 0.046993076367635764] User Vector: [2.142863863290376, -0.7840869407553445] Predicted: 0.5472227498281598 Movie Vector: [1.61252595807952, -0.20423208625781422] User Vector: [0.9198433011525372, -0.34389355156578055] Predicted: 1.5535052979609119 Movie Vector: [2.33133353334862, -0.5999542177845925] User Vector: [1.9062785804898907, -0.4639629216408371] Predicted: 4.7225276903343705 Movie Vector: [1.8799092453563642, -0.18829045804511152] User Vector: [1.6562803360967382, -0.9118728323972781] Predicted: 3.285353670021181 Movie Vector: [1.3275611491149941, 0.30032151460987355] User Vector: [1.112058155943444, -1.1202198506009635] Predicted: 1.1398990811584522 Movie Vector: [2.1686173288211847, -0.06041453247634779] User Vector: [1.923376942374083, -0.15093667789020718] Predicted: 4.180187335915812 Movie Vector: [1.7883520596188804, -0.8905014877399795] User Vector: [0.3511208834153428, 0.13329890626837565] Predicted: 0.5092248806849285 Movie Vector: [2.142401582798239, -0.11143733939405667] User Vector: [1.8059174475639819, -0.5139997352333976] Predicted: 3.92627916100769 Movie Vector: [2.002404598227803, 0.06173207641605574] User Vector: [1.8315948133791136, 0.8570323987056637] Predicted: 3.7205002659284654
avg loss: 9.832959914948765: 69%|███████████████████████████████▊ | 48429/70000 [01:18<00:38, 566.54it/s]
Movie Vector: [1.6777039910093372, -0.9712904200024958] User Vector: [1.774438216163106, -0.26531361552702654] Predicted: 3.2346786501139584 Movie Vector: [1.9912733325724155, -0.7979485450422232] User Vector: [1.6796390500750291, -0.554630662905074] Predicted: 3.787187179262577 Movie Vector: [1.9386681985898584, -0.5853633548845657] User Vector: [1.7988815200579615, 0.051482921875824456] Predicted: 3.457298180098862 Movie Vector: [1.9795100351524557, -0.4716486719471741] User Vector: [1.85482743508667, -0.31509106360573946] Predicted: 3.8202618029222233 Movie Vector: [1.4113429579756842, 0.23289369429888568] User Vector: [1.933235406267847, -0.1338021527571798] Predicted: 2.697296499084623 Movie Vector: [2.030945169645998, 0.5773104356208383] User Vector: [1.7440918666982497, -0.0537374398279337] Predicted: 3.5111317672934694 Movie Vector: [2.4069073494889737, -0.6258571682488073] User Vector: [1.6756642928722891, -0.5920967541295716] Predicted: 4.403736699659401 Movie Vector: [0.5003074210154518, -0.29584984163468886] User Vector: [0.8472639820284633, -0.51352875294555] Predicted: 0.5758198580017427 Movie Vector: [0.6960600073321856, -0.7018820149669474] User Vector: [1.6816262225041896, -0.3466997256541249] Predicted: 1.4138550627968667 Movie Vector: [1.8580232112826087, -0.20570332685622703] User Vector: [2.2539423037258968, -0.7539983256382106] Predicted: 4.342977081242317 Movie Vector: [1.487671688502899, 0.28774619884771196] User Vector: [1.4299518832174458, -0.40911361413912717] Predicted: 2.009578045218615 Movie Vector: [2.111828244933458, 0.6044967478423651] User Vector: [2.309949571608149, -0.9626601367408353] Predicted: 4.2962918277567095 Movie Vector: [2.233779155398613, -0.03746737358190517] User Vector: [1.6565047511685878, -0.23570894929899128] Predicted: 3.7090971792391407 Movie Vector: [1.1473084038904895, -0.9108748118462344] User Vector: [1.606481354074989, 1.1354016009050676] Predicted: 0.808920838629291 Movie Vector: [0.04651036887950766, -0.6340715599995856] User Vector: [1.7420892829678682, -0.6553262490670241] Predicted: 0.49654895222647755 Movie Vector: [2.2024141399735613, 0.21800420735664497] User Vector: [2.2941661418788195, -0.5984523018506803] Predicted: 4.922238830616786 Movie Vector: [2.051515067590799, 0.028244498859595804] User Vector: [1.8117670961261152, -0.41325304458219886] Predicted: 3.7051953715215262 Movie Vector: [1.342774125127906, -0.7563974909107373] User Vector: [1.9565600782340051, -1.2808968111009402] Predicted: 3.5960853813431695 Movie Vector: [1.3721561941006912, -1.312927520027844] User Vector: [2.073794803960631, -0.3308931825840997] Predicted: 3.280009151152671 Movie Vector: [1.579782643629373, -0.2567982301658088] User Vector: [1.8026044597511404, -0.6810368828265102] Predicted: 3.0226123050312412 Movie Vector: [1.914275677718161, 0.09599844406646384] User Vector: [2.1508112005480275, -0.515453803817075] Predicted: 4.067762805418307 Movie Vector: [2.061946949867602, -1.24329822671638] User Vector: [1.8937527930496563, -0.8740185960086069] Predicted: 4.991483565966632 Movie Vector: [1.9431158062810936, -0.18044536421467594] User Vector: [2.2053909781166174, -0.5450462475670809] Predicted: 4.3836811372642055 Movie Vector: [1.7202280161919317, -0.3657536597199209] User Vector: [2.0246050533782265, 0.12433634878847555] Predicted: 3.4373058599393893 Movie Vector: [1.0121435097260147, -0.3266015400928357] User Vector: [2.043108254562282, -0.10514094097966907] Predicted: 2.10225795277363 Movie Vector: [2.4060526430232176, -0.22676633640808697] User Vector: [1.646314591055299, 0.5621757795313113] Predicted: 3.8336370311146144 Movie Vector: [2.319485613051896, 0.4714855615188681] User Vector: [1.7402460662642043, -0.6088896588602551] Predicted: 3.749393031159219 Movie Vector: [2.190427978503933, 0.2198105700704407] User Vector: [1.6335260934908153, -0.046034906234895596] Predicted: 3.568002299815882 Movie Vector: [2.288131564190927, -0.2183205411397041] User Vector: [1.9287970232832963, -0.6651802453445447] Predicted: 4.558563861011074 Movie Vector: [2.19495161306935, -0.14237589646113724] User Vector: [2.0947600172641914, 0.37515646984376755] Predicted: 4.544483640180014 Movie Vector: [1.8553057328290015, -0.3536403927429562] User Vector: [1.8707804854955927, -0.5823557180578064] Predicted: 3.6768142644546646 Movie Vector: [0.8649041178420184, -1.3627452924406132] User Vector: [1.4293106788158139, -0.4092376362138093] Predicted: 1.7939033540232607 Movie Vector: [1.3966834096216292, -0.6540300683456057] User Vector: [2.164840037629605, -0.25133597481218795] Predicted: 3.187977449826058 Movie Vector: [1.6416964618879208, -0.8736802870866571] User Vector: [2.145525388747353, -1.0864220131055715] Predicted: 4.471486935904576 Movie Vector: [2.035572195127974, -0.542131641749467] User Vector: [1.7103068564539268, -0.4082575559800891] Predicted: 3.702782421214455 Movie Vector: [1.7647362307907999, -0.4698660550296169] User Vector: [1.2612393857741226, -0.42377414543166075] Predicted: 2.4248719257134503 Movie Vector: [2.365567035740628, -1.2399715495905428] User Vector: [1.602157423926814, 0.12794862164146448] Predicted: 3.6313581374636534 Movie Vector: [1.6350359325927428, -1.0251862857467031] User Vector: [1.8977628611522546, -0.5874988369279293] Predicted: 3.7052062200346008 Movie Vector: [1.4820693258237512, -1.2366741054851995] User Vector: [2.151013705576132, -0.6020682787066128] Predicted: 3.932513682471381 Movie Vector: [2.045972728958952, 0.5683055483369958] User Vector: [1.9197773681799792, -0.15681219591295437] Predicted: 3.838694899984587 Movie Vector: [0.5034464411102384, 0.3934080677307159] User Vector: [1.7075536413756245, -0.02098422109831987] Predicted: 0.8514064418802624 Movie Vector: [2.3507838634835725, -0.13557763829691258] User Vector: [1.7429768456871237, -1.5901442812073505] Predicted: 4.312949849464221 Movie Vector: [1.9122178180136693, 0.5407154109852096] User Vector: [1.7122332864011325, -0.5521353630244448] Predicted: 2.975614899115117 Movie Vector: [2.2246917859409945, 0.3104993066956124] User Vector: [1.5104342516739915, -0.6275601177359964] Predicted: 3.1653936914362175 Movie Vector: [2.1787674384227302, -0.09070702355639962] User Vector: [0.8113447484814716, -0.03896971849020202] Predicted: 1.7712663464997873 Movie Vector: [1.4936980151361718, 2.589491498129022] User Vector: [1.777523325814118, 0.0006303603040923311] Predicted: 2.656715376275 Movie Vector: [2.086034207709181, -0.030221488483431473] User Vector: [1.7001185121020936, -0.17794759901149257] Predicted: 3.551883214718783 Movie Vector: [2.139756442792654, -0.5079412397716163] User Vector: [1.8183433432838594, 0.47316484077835047] Predicted: 3.6504719481594776 Movie Vector: [2.1244874515120764, 0.09501280853188995] User Vector: [1.800996946035204, -0.6807755768304705] Predicted: 3.761513012528783 Movie Vector: [2.063549399354956, -0.5817893290073409] User Vector: [1.5723413615684152, -0.4321968527639513] Predicted: 3.49605158921408 Movie Vector: [0.26413200562383576, 0.018556623094518374] User Vector: [2.017717234036505, -0.8382079762310631] Predicted: 0.5173893903181016 Movie Vector: [1.7193785190337092, 0.534718379742134] User Vector: [2.0677699203253592, -0.9740761566248726] Predicted: 3.03442275909557 Movie Vector: [1.8185662413535255, -0.4448501189529214] User Vector: [1.8756351622710417, 0.7128237120468168] Predicted: 3.0938670741052685 Movie Vector: [2.050379864045259, -0.48787065595853174] User Vector: [1.679150014285689, -0.4880507890232993] Predicted: 3.681001036584562 Movie Vector: [1.606942654280202, -0.38636941578476186] User Vector: [1.910217726188826, -0.30303460483452943] Predicted: 3.1866936464074476 Movie Vector: [1.9431460362079043, 0.4294697181679971] User Vector: [1.9575010425728177, -0.8812743360721665] Predicted: 3.4252297510066088 Movie Vector: [1.2423497152954102, -0.2688665630962767] User Vector: [1.4779163576015601, -0.8249789165243911] Predicted: 2.057898212009531 Movie Vector: [1.9548239166332555, -0.15376544656452978] User Vector: [2.1211088523166555, 0.08911464339459021] Predicted: 4.132691561354106 Movie Vector: [1.9418429359862504, -1.3257889499424136] User Vector: [1.7707485472709084, -0.03032563297995032] Predicted: 3.4787209470307556 Movie Vector: [2.14487343378158, -0.6279732562710608] User Vector: [1.4452946937658044, -0.14346462673341365] Predicted: 3.1900661414532525 Movie Vector: [1.5613308357394193, -0.31406895696917836] User Vector: [1.9353882029943537, -0.4714541023534418] Predicted: 3.169850378646373 Movie Vector: [1.9456523864931516, 0.41464404216467954] User Vector: [1.8938206555097088, -0.6677898308111446] Predicted: 3.407821603218489 Movie Vector: [2.1359069715032604, -0.04106680735940988] User Vector: [1.7683180608498938, -0.649868252595392] Predicted: 3.8036508883427462 Movie Vector: [1.3763177511811595, 1.054060022317382] User Vector: [1.7805314396231473, -0.14231641665540665] Predicted: 2.3005669815735548 Movie Vector: [1.5708313745600146, 0.06625167848643666] User Vector: [1.9327376308102782, -0.24568638928544126] Predicted: 3.019727773598143 Movie Vector: [1.8680160075168462, -0.11005898195824904] User Vector: [1.2975144854601477, -0.22886285891194125] Predicted: 2.4489662420844427 Movie Vector: [1.9216352515959452, 0.04969059277472833] User Vector: [2.1045318061166567, -0.3559167250518248] Predicted: 4.026456793692385 Movie Vector: [1.7433375121261294, -0.4660245170597728] User Vector: [1.8198610272693851, -0.31054045588338824] Predicted: 3.3173514616756896 Movie Vector: [2.028451089951269, -0.5721416919023312] User Vector: [1.7575315806002691, -0.30533440522559013] Predicted: 3.739761393494154 Movie Vector: [1.3960722062608244, 0.8633678010122331] User Vector: [1.566727808307051, -0.18098737104910018] Predicted: 2.031006479399764 Movie Vector: [2.1085427614488754, 0.14986002031254086] User Vector: [1.728916507252394, -0.0017649006043798723] Predicted: 3.6452298984760856 Movie Vector: [1.8555795779883122, -0.38461637040667207] User Vector: [0.46956422708256257, -1.0627298970644976] Predicted: 1.2800571060598727 Movie Vector: [1.3091954464911584, 0.30065514281288724] User Vector: [2.2252656317210184, -0.7508235069390963] Predicted: 2.6875686835763815 Movie Vector: [1.4270889013343746, -0.09651888036660783] User Vector: [1.0582680858094078, -0.5502746458576597] Predicted: 1.5633545326072924 Movie Vector: [1.4594392884520881, -0.46505293565685435] User Vector: [1.8050917751692739, -0.03915735704875515] Predicted: 2.652632099791849 Movie Vector: [2.0744839841741856, -0.4948766022691951] User Vector: [1.8271756305622333, -1.056332306517853] Predicted: 4.313200724591459 Movie Vector: [2.187094322174108, 0.07054314801031228] User Vector: [2.0427966951593004, -0.9503485509825256] Predicted: 4.400748474845591 Movie Vector: [1.9255593432919036, -0.27548724151409987] User Vector: [2.1720370515719516, -0.5030150510791803] Predicted: 4.320960467492447 Movie Vector: [2.1095470834641503, -0.06459384008369452] User Vector: [1.9235996596016232, -0.6193231392192959] Predicted: 4.0979285114801 Movie Vector: [1.5588866446143008, -0.1417601002201062] User Vector: [1.9682496089372392, -0.021168540056460735] Predicted: 3.0712788829994997 Movie Vector: [1.6271481946991968, 1.210927031733588] User Vector: [1.8808234222677258, 0.12979065042994806] Predicted: 3.2175454431628037 Movie Vector: [2.1166464008210912, -0.6648681337638362] User Vector: [1.9838688530767556, -0.13423113067340198] Predicted: 4.2883948689098155 Movie Vector: [1.43022977986874, -1.4336807027046516] User Vector: [1.3863252369114374, -0.4570786100810746] Predicted: 2.6380684213066243 Movie Vector: [1.8275502773743488, -0.2698596756703696] User Vector: [1.7812583531020532, -0.6756396558693819] Predicted: 3.4376670956899846 Movie Vector: [1.962571230265069, -0.5660982838010667] User Vector: [1.833795938807865, -0.1386174573407861] Predicted: 3.6774262563867257 Movie Vector: [1.8020630011331265, -0.3373837589178008] User Vector: [1.5313918963043869, -0.6668199400877418] Predicted: 2.984638894473378 Movie Vector: [1.8276913641358121, -0.5270407359654066] User Vector: [1.7619160343760092, -0.15657312042414467] Predicted: 3.30275913298219 Movie Vector: [1.9077171526788197, 0.09757023087792206] User Vector: [2.5011430441858677, -0.35066167254796765] Predicted: 4.737259346346156 Movie Vector: [1.7390988151450992, -0.6974373847374224] User Vector: [1.769871303648668, -0.5682003890470376] Predicted: 3.474265280478462 Movie Vector: [1.095022844423911, -0.07806690421608864] User Vector: [1.0854977282612674, 1.1510361931599358] Predicted: 1.0987869777756787 Movie Vector: [1.0878760397744318, -0.8669079185402887] User Vector: [2.195157267558919, -0.9791420812524817] Predicted: 3.236885018527855 Movie Vector: [1.5748117947701574, -1.0065424332137929] User Vector: [2.1022439922835, -0.355975884471092] Predicted: 3.6689434674537247 Movie Vector: [1.1878921531693467, 0.020409520760834438] User Vector: [1.6090372067742627, 0.01546081811867446] Predicted: 1.9116782199730427 Movie Vector: [1.8219741162680727, -0.04294559262591123] User Vector: [1.6870482393392625, 0.1668053970838301] Predicted: 3.0665946683407954 Movie Vector: [2.1010701971534718, -0.061864617391992754] User Vector: [2.161995528244942, -0.5172941720190204] Predicted: 4.5745065768055895 Movie Vector: [1.4623576965082705, -0.1937071082686262] User Vector: [1.8458761732182531, -0.5549652883848057] Predicted: 2.806831949909431 Movie Vector: [1.7343698954225317, -0.6037001322760335] User Vector: [2.071589251759378, -0.7638889197342901] Predicted: 4.054061875820141 Movie Vector: [1.771493519168218, -0.36260530965122956] User Vector: [1.9699140481053048, -0.28890692967475345] Predicted: 3.5944491562320766 Movie Vector: [2.1074327036120177, 0.8251411704796889] User Vector: [1.6922825201013931, 0.8070153720602274] Predicted: 4.232273135309516 Movie Vector: [2.0829422824088155, -0.8282183880857649] User Vector: [2.0022434292195683, -0.2955243996925238] Predicted: 4.415316240350017
avg loss: 9.815235344059348: 69%|███████████████████████████████▉ | 48550/70000 [01:18<00:37, 565.48it/s]
Movie Vector: [1.903874790347124, -0.3642351195880935] User Vector: [2.138944236958757, -0.15267895082529181] Predicted: 4.127893046616477 Movie Vector: [0.6119501531053716, -1.240142094243293] User Vector: [1.632072668539595, -0.3347135455038565] Predicted: 1.4138394766846478 Movie Vector: [2.25454432168881, -1.4177556135412865] User Vector: [1.5170135001233973, 0.5810388961073303] Predicted: 2.596403015986472 Movie Vector: [1.766839770929676, 0.048967367345544285] User Vector: [1.8127757333531105, -0.9143248464033459] Predicted: 3.158112180837494 Movie Vector: [0.7814755133671895, -1.255957001690607] User Vector: [1.4214998623851027, -0.6130706954973768] Predicted: 1.8808577672500477 Movie Vector: [2.123481306029912, 0.1877264351524501] User Vector: [1.7871903154895679, -0.6502311069968549] Predicted: 3.672999657518047 Movie Vector: [2.0879923431667122, -0.704152704422869] User Vector: [0.7595800349263281, -0.7090612346222899] Predicted: 2.0852846829091805 Movie Vector: [2.17598770640167, -0.1413920676375301] User Vector: [1.1225340250151767, 0.07244302486721964] Predicted: 2.4323773693787163 Movie Vector: [1.1891576911989072, 0.5296251295984533] User Vector: [2.2040846649890695, -0.5631823691052229] Predicted: 2.3227286962004015 Movie Vector: [2.2554102891356074, -0.10460967415860317] User Vector: [2.297317201854399, 0.6040416536112998] Predicted: 5.118204253908132 Movie Vector: [2.236431906302535, -0.025902560657667315] User Vector: [2.0159072614605225, -0.18586649337811043] Predicted: 4.513253737796233 Movie Vector: [1.348843706618731, -0.9879046090237733] User Vector: [1.5292611714192073, -0.5422422336629695] Predicted: 2.59841790868818 Movie Vector: [1.0119620123804305, -0.391941152480955] User Vector: [1.85103009733107, -0.6792441180746772] Predicted: 2.1393958647259925 Movie Vector: [1.673112717426028, -0.21488387332751374] User Vector: [1.6482142145290168, -0.3674250507564736] Predicted: 2.836601881434959 Movie Vector: [1.4381816957654494, -0.29253914151821053] User Vector: [2.1297881883329235, -0.7938762156478746] Predicted: 3.2952622549152233 Movie Vector: [1.1081583557746388, -1.217181390207101] User Vector: [1.8507652165481716, -1.069472090912192] Predicted: 3.3526824656991123 Movie Vector: [2.2104420068613955, 0.21591007157010564] User Vector: [0.899285155329977, -1.6595297377637794] Predicted: 1.62950849903496 Movie Vector: [1.5087093627897779, -1.3557770387868944] User Vector: [1.6214741423668775, -0.9305307122463646] Predicted: 3.7079253936600693 Movie Vector: [1.9294684762170273, -0.244674945691615] User Vector: [2.189818393901111, 0.31156093630022075] Predicted: 4.14895440450351 Movie Vector: [1.670169556789216, -0.1276323751034572] User Vector: [1.8935798493996074, -0.0673542399318277] Predicted: 3.1711959994325203 Movie Vector: [2.152854664083748, -0.17166787602434216] User Vector: [-0.4785910665894162, -1.1870750920956574] Predicted: -0.8265543501543784 Movie Vector: [1.3818742272613485, 1.3727439868149796] User Vector: [1.8391271873608281, -0.2972280517953729] Predicted: 2.133424440054752 Movie Vector: [1.730265987062806, 0.1362988961886316] User Vector: [1.715797776683173, 0.2308526523876466] Predicted: 3.0002514953755326 Movie Vector: [1.4493680773706992, -0.4326832925551392] User Vector: [1.991647336430296, 0.20929960456080188] Predicted: 2.7960696287705957 Movie Vector: [2.2221835567049784, 0.2189156562574657] User Vector: [2.1362452791462103, -0.2210339651834162] Predicted: 4.698741336864027 Movie Vector: [1.8531436255952987, -0.8457861547789105] User Vector: [1.9579294920670194, -0.12918261030549114] Predicted: 3.7375854208236214 Movie Vector: [1.55416438275828, -1.8393279340747604] User Vector: [2.186595881392655, -0.10471238893597158] Predicted: 3.5909298603600464 Movie Vector: [2.0806513825054767, 0.38803867914442425] User Vector: [1.2908815536293832, -0.25309688153871157] Predicted: 2.587663109601939 Movie Vector: [2.0792565354843275, -0.4242747096500809] User Vector: [1.5848820621186956, -0.28545536868611143] Predicted: 3.416487879299533 Movie Vector: [1.3254036639658906, -0.5604935148122928] User Vector: [1.8728232002044192, -0.4991206974245852] Predicted: 2.7620006455263306 Movie Vector: [2.326237968117089, -0.1131840446925521] User Vector: [2.119023166545863, -0.584277905440944] Predicted: 4.9954830819009866 Movie Vector: [1.0835326062895725, -0.33529943350352165] User Vector: [1.6649372017650692, -0.15727860927260387] Predicted: 1.8567491741282989 Movie Vector: [2.15257866470925, -0.2926887243150839] User Vector: [1.7852910183594193, -0.6994132967186144] Predicted: 4.047689742003114 Movie Vector: [1.971630112518624, -1.428926920331311] User Vector: [2.3473510642943434, -0.4993746118491942] Predicted: 5.3416778692166815 Movie Vector: [1.9474301242520469, -0.3465987267750141] User Vector: [1.7142675057705095, -0.3666180333406176] Predicted: 3.4654855253325274 Movie Vector: [1.503741072749592, -0.022235521296581833] User Vector: [1.9067655382375759, -0.44092210469140797] Predicted: 2.8770857888003247 Movie Vector: [2.1334330613186667, 0.1815745652372009] User Vector: [1.9882373267542892, -0.1565143506867909] Predicted: 4.213352221466108 Movie Vector: [2.2290854574724523, -0.32266135488208897] User Vector: [1.7076712198314261, -0.04944265665827051] Predicted: 3.8224983168568025 Movie Vector: [2.2844775362263805, -0.3143780119407058] User Vector: [1.8678140967440617, 0.15715944537574214] Predicted: 4.217571871863846 Movie Vector: [1.3226139271125619, 0.3646976268631912] User Vector: [1.5837208362328212, -0.9093997263997642] Predicted: 1.7629953125718527 Movie Vector: [2.0755503472456334, 0.022762197897191406] User Vector: [2.0413913883059593, -1.3286830983761622] Predicted: 4.206766857234788 Movie Vector: [1.551736905409166, -0.882581233689131] User Vector: [1.9328225520402857, 0.6376268544121875] Predicted: 2.4364745898076117 Movie Vector: [1.8967638318230047, 0.15910945649776354] User Vector: [1.4976237715786158, 0.9924448085016707] Predicted: 2.9985459576934037 Movie Vector: [1.9409468460639998, -0.39785849264171] User Vector: [1.229167154997753, -0.7417526370930676] Predicted: 2.6808606988852097 Movie Vector: [2.326668683551283, -0.11330280578761939] User Vector: [2.1336353268693267, -0.45100456056270266] Predicted: 5.015362579280334 Movie Vector: [2.079100177399451, -0.5422536975285165] User Vector: [1.7671927008464847, -0.9099678407178542] Predicted: 4.167604084090238 Movie Vector: [1.5779483967441172, -0.2561052385478689] User Vector: [1.8487318051836037, -0.9769956840563082] Predicted: 3.1674171007248044 Movie Vector: [2.417421986660446, 0.4372188872407107] User Vector: [2.228312902323209, -0.41310242869105307] Predicted: 5.206156419046538 Movie Vector: [2.389047440023843, -0.23991692211105956] User Vector: [1.9900466077014596, -0.31282960162023854] Predicted: 4.829368868823261 Movie Vector: [1.4967720360647825, -0.26212484252242296] User Vector: [1.9143033433414858, -0.6190384881818378] Predicted: 3.027541079088839 Movie Vector: [1.8654446567215839, -0.4554800005507755] User Vector: [1.7577337712268286, -0.5446002622659069] Predicted: 3.527009599230994 Movie Vector: [1.645873779304808, -0.17303853049080511] User Vector: [2.0368173184098555, -1.0285696023183297] Predicted: 3.530326390097389 Movie Vector: [1.7722947642803752, -0.3591456148065527] User Vector: [2.1891785529773666, -0.158742677287587] Predicted: 3.9368814239471637 Movie Vector: [2.4183775032621457, -0.22255770098076413] User Vector: [1.9050005499441252, 0.14917702934879645] Predicted: 4.5738099769958795 Movie Vector: [2.3113695149794653, -0.7592120283587721] User Vector: [2.0804470809399467, -0.2612782814247788] Predicted: 5.007047574419209 Movie Vector: [1.873262225193572, 0.4662591579737806] User Vector: [1.1028072462449203, -0.10933816833882033] Predicted: 2.014867233756301 Movie Vector: [2.3107097202261984, -0.7591291663428112] User Vector: [1.8695824374193466, -0.24277580760788048] Predicted: 4.504360507346646 Movie Vector: [2.238742203400233, -1.1709388357029773] User Vector: [1.0860965556232305, 0.8912714997490584] Predicted: 1.3878657838299455 Movie Vector: [1.8709843602111484, 0.006377178964846887] User Vector: [1.7478500572455926, 0.051580157940898846] Predicted: 3.2705290569988885 Movie Vector: [1.5558627180915758, -0.3664828431746206] User Vector: [1.5536363878642605, -0.5600948496138454] Predicted: 2.62251008628241 Movie Vector: [2.161280159092917, 0.16734907544598246] User Vector: [0.9266780767934312, -0.1276505753716617] Predicted: 1.9814487354714299 Movie Vector: [1.9660353460002036, 0.2132312294811223] User Vector: [2.2436721462771554, -0.7465964732464611] Predicted: 4.251941060500414 Movie Vector: [1.4546996593113066, 0.4617744897959454] User Vector: [1.4278955004194849, -0.2365445927489991] Predicted: 1.9679288393617136 Movie Vector: [1.719772341750848, 0.035130338859521416] User Vector: [2.084401607126419, -0.5338106994624031] Predicted: 3.56594328227808 Movie Vector: [2.097229065056277, -0.17866751890234422] User Vector: [2.2325151202360596, -1.0089118501612535] Predicted: 4.862355375396158 Movie Vector: [1.9943921029823628, -0.34359466195185995] User Vector: [1.9777810249468706, -1.2008050450248922] Predicted: 4.357061061097818 Movie Vector: [1.1455391726784758, 2.049518000718274] User Vector: [1.773974332569951, -0.28063994608930826] Predicted: 1.4569804680543896 Movie Vector: [1.9992223240423441, -0.23329294426423175] User Vector: [1.9315155335715721, 0.658113690351792] Predicted: 3.7079956934680784 Movie Vector: [2.196966589965897, -1.1502873227104122] User Vector: [0.299589645859731, -0.42644491364095016] Predicted: 1.1487226206490655 Movie Vector: [1.5730930260585823, -0.11719538474683162] User Vector: [1.9819041223232001, -0.6370964514311692] Predicted: 3.1923843168896986 Movie Vector: [2.2489453972837055, -0.6151466418347894] User Vector: [2.5391946505151406, 0.33253696782549363] Predicted: 5.505951123039656 Movie Vector: [1.8496618620537428, -0.37122324272938856] User Vector: [0.7130300846806502, -1.6590728547701248] Predicted: 1.934750959202819 Movie Vector: [2.1255313654204118, 0.9961297216331321] User Vector: [1.6737506794360164, -0.8722807653140741] Predicted: 2.688704771096734 Movie Vector: [1.8489457676645191, -1.2767665605637384] User Vector: [1.8879873402322944, 0.03140422676595831] Predicted: 3.450690335531557 Movie Vector: [1.9961189720738668, 0.39684876015182624] User Vector: [2.1454165490073285, -0.7895867534154447] Predicted: 3.969160152349546 Movie Vector: [1.194068680916477, -1.2692461427352246] User Vector: [1.8592033555741354, -0.3955989951677128] Predicted: 2.722128997032446 Movie Vector: [2.280479722948967, 0.013784773996313712] User Vector: [1.9444866129300655, -0.47495326335715937] Predicted: 4.427815168938541 Movie Vector: [1.6731609048434917, -0.9942452228094247] User Vector: [1.5835869660786297, -0.18284310753603003] Predicted: 2.8313866872538074 Movie Vector: [2.1762019328059012, 0.019353535109310743] User Vector: [1.7836113282447759, -0.564778542044025] Predicted: 3.8705679585583472 Movie Vector: [2.2805874959034753, -0.02997370259909956] User Vector: [1.7567207573075667, -0.2550562649184603] Predicted: 4.014000373540423 Movie Vector: [1.0186961380798483, -1.219929392613188] User Vector: [1.1202267177420249, -0.3589112039121862] Predicted: 1.5790169581283264 Movie Vector: [1.7468579607812214, 0.6854754170194864] User Vector: [1.8400974722150436, -0.1323716086439418] Predicted: 3.123651434315505 Movie Vector: [1.9179021001197802, 0.31494843423644875] User Vector: [1.2874283430694193, -0.5087780017783653] Predicted: 2.3089226878925233 Movie Vector: [1.2852621749565931, 0.03508309762623829] User Vector: [1.5061062994678425, -0.4598714541503119] Predicted: 1.9196077430483895 Movie Vector: [2.313771033649096, 0.526973960803885] User Vector: [1.9878967465141715, 0.5274395168775446] Predicted: 4.877484801263217 Movie Vector: [2.130672572151476, 0.294529711510772] User Vector: [1.8945989587880774, -0.2813121491388889] Predicted: 3.9539152505861495 Movie Vector: [2.3279386821001933, 0.5943522139268764] User Vector: [2.176885266646367, 0.3132009797876798] Predicted: 5.253807114460947 Movie Vector: [1.4134192091077096, -0.2852346331349467] User Vector: [2.111828816453022, 0.5358134805517409] Predicted: 2.8320668539679663 Movie Vector: [-0.7795710127520014, -0.40986000796781447] User Vector: [1.5439505483225648, 0.5825865687886155] Predicted: -1.4423980283204731 Movie Vector: [1.7965799899050452, -0.9101572147641509] User Vector: [1.5580840368585642, 0.4397397343911745] Predicted: 2.3989903113359725 Movie Vector: [1.8039875326480475, 0.27259086247192454] User Vector: [2.007759856470596, -0.8701662473140722] Predicted: 3.3847743817748874 Movie Vector: [2.3784782667091933, 0.029122602806200888] User Vector: [2.019942687471401, 0.4726215314611884] Predicted: 4.81815375128729 Movie Vector: [2.24545478326042, 0.15575396008094045] User Vector: [1.2231200095880936, -1.4417387101460857] Predicted: 2.521904162523876 Movie Vector: [2.041563301285002, 0.18809881201063275] User Vector: [0.9394860263906626, -0.7697325732151126] Predicted: 1.7732344109615994 Movie Vector: [1.60613006706948, -1.011845599603032] User Vector: [1.6544992240398932, -0.5516697109878089] Predicted: 3.2155455191708873 Movie Vector: [2.302969585153887, -0.3277249417410194] User Vector: [1.7373083209206492, -0.938680877314153] Predicted: 4.308597358946214 Movie Vector: [2.1497798390659604, 0.17815827439183252] User Vector: [1.8902205384978363, -0.6944228960220898] Predicted: 3.939840820197577 Movie Vector: [2.181175687375855, -0.31997362463499274] User Vector: [2.146885334374012, -0.26209403461385605] Predicted: 4.766597273170983 Movie Vector: [1.706809411140747, 0.14394709799839775] User Vector: [1.99140276528696, 0.38177188223025743] Predicted: 3.453899935707923 Movie Vector: [1.3010743220903722, 0.3328009242059875] User Vector: [1.3492518356040866, 0.753632276848865] Predicted: 2.006286435584542 Movie Vector: [1.6393622648709154, -0.0913587342798343] User Vector: [1.7143316194994085, -0.5515420200313349] Predicted: 2.860798747334581 Movie Vector: [1.5949898147787553, -0.7219434158276223] User Vector: [2.0990162822403544, -0.5291200681654247] Predicted: 3.7299043406224257 Movie Vector: [2.715311223975527, -0.14609152091535949] User Vector: [2.125704820232031, -0.37097089462211225] Predicted: 5.82614585944559 Movie Vector: [2.0167866973172868, -0.33154893788126316] User Vector: [1.9833617993856556, -0.016454724128041245] Predicted: 4.005473239276049
avg loss: 9.791531871234145: 69%|███████████████████████████████▉ | 48638/70000 [01:19<00:33, 643.58it/s]
Movie Vector: [0.9932431241930316, 0.5014097294034208] User Vector: [1.8425545386659858, 0.15492379166639772] Predicted: 1.9077849229382544 Movie Vector: [1.2625367466104973, 0.5913601704196627] User Vector: [1.728194828267579, -0.6840314838828978] Predicted: 1.7774005011086311 Movie Vector: [1.374390978749752, -0.08172189935668119] User Vector: [1.8036522991059156, -0.17809174240139314] Predicted: 2.4934774441412024 Movie Vector: [2.1683567330786375, -0.5004989424467654] User Vector: [1.9150829398888265, -0.4410450924616432] Predicted: 4.373325589460357 Movie Vector: [1.7992421582859766, -0.475564066533244] User Vector: [1.939726430601596, 0.22479967582438426] Predicted: 3.38313092148957 Movie Vector: [1.9491321462496698, -0.4648573846806798] User Vector: [1.877763368782768, -0.2401713827224243] Predicted: 3.7716543859920555 Movie Vector: [1.5005939621058506, 0.1496664451792084] User Vector: [2.144973949486048, -0.5157465343919331] Predicted: 3.141545007057166 Movie Vector: [2.24272561068234, -0.32305628184700513] User Vector: [1.9371888204498373, -0.35814384457283743] Predicted: 4.460283599144456 Movie Vector: [1.8744211830148354, -0.8112367563861858] User Vector: [1.3654946667972556, -1.1430250946831697] Predicted: 3.486776099017348 Movie Vector: [1.1156723873263792, -0.7409089150407538] User Vector: [1.796286489888631, -0.564665818503901] Predicted: 2.422433175444495 Movie Vector: [1.95542093849593, -0.8093966663820615] User Vector: [2.148186749231921, -0.7890360094267937] Predicted: 4.839252464933056 Movie Vector: [1.6384825472289528, 0.6135046167379217] User Vector: [1.817897581122454, 0.3796273280257389] Predicted: 3.2114965777025426 Movie Vector: [2.08598763036882, 0.2661047006410192] User Vector: [1.7085831215914136, -0.49505414953222043] Predicted: 3.4323470208342686 Movie Vector: [2.111057281810405, -0.18491672708166584] User Vector: [1.6054515721368057, -0.061250301430490775] Predicted: 3.4005264372266577 Movie Vector: [2.518709470716842, -0.27735938852263375] User Vector: [1.0521894086543662, -0.7593486814689985] Predicted: 2.860771914533415 Movie Vector: [0.8607047703931623, 1.0215308482826955] User Vector: [2.0569662211382065, -0.9348150147407512] Predicted: 0.8154982640757306 Movie Vector: [2.2421810287560646, 0.04491574617310704] User Vector: [2.0839972249551564, -0.11833511806502932] Predicted: 4.667383931648363 Movie Vector: [0.9704559129631445, -1.5464191076554248] User Vector: [1.9303406587482868, -0.6833978043089843] Predicted: 2.9301299290286225 Movie Vector: [1.6625383428346894, -0.11877180547220767] User Vector: [1.9921708716868678, -0.3196002916861548] Predicted: 3.3500199633308325 Movie Vector: [1.9421753169188083, -0.4151442613754819] User Vector: [1.6559962270130693, -0.13317242462188694] Predicted: 3.271520764870694 Movie Vector: [0.8027945404229542, -1.48706201265661] User Vector: [1.8519290702210527, -0.691423798528487] Predicted: 2.5149086122624693 Movie Vector: [2.0246028124694733, -0.22464520283456652] User Vector: [1.526658324925551, -0.4679853030925394] Predicted: 3.196007391661025 Movie Vector: [2.0680412886888377, 0.06567421717550552] User Vector: [2.102215225843355, 0.17160433109804565] Predicted: 4.358737864863178 Movie Vector: [1.1209132439620095, -0.004193496883989838] User Vector: [1.8059546974775693, -0.5908114522141334] Predicted: 2.026796104381897 Movie Vector: [1.8718010971770875, -0.5601521553319866] User Vector: [2.0629348740379063, -0.4496844960436054] Predicted: 4.113295500307234 Movie Vector: [2.2338725930618732, -0.4049811259125472] User Vector: [1.7234032379837985, 0.4907809796140884] Predicted: 3.6511062264255205 Movie Vector: [2.128760180731849, 0.8173129884646784] User Vector: [1.933691310298821, -0.00015608272849246957] Predicted: 4.1162374947500515 Movie Vector: [1.7012672228881063, -0.21613709554549393] User Vector: [1.892081796986225, -0.380510189309978] Predicted: 3.3011791113788176 Movie Vector: [1.8599610068980876, -0.5182990523456291] User Vector: [1.849925994484976, -0.6971570507496295] Predicted: 3.8021260541288284 Movie Vector: [2.011515843840014, -0.0026283401619207492] User Vector: [1.982884857307526, -0.26458478092796955] Predicted: 3.9892997257904796 Movie Vector: [2.268277260626354, -0.7536190725154641] User Vector: [1.9721231485669717, 0.1798236142916161] Predicted: 4.337803587630485 Movie Vector: [1.9270469227284768, -0.3308044225665945] User Vector: [1.7611093373122382, -0.3749548249769329] Predicted: 3.5177770434209883 Movie Vector: [1.729954127866759, 0.11388705061316987] User Vector: [1.901720836281925, -0.9849731862101544] Predicted: 3.17771411966561 Movie Vector: [1.8762641415625991, -0.8473116277933205] User Vector: [1.9112840911807307, -0.5982742193842554] Predicted: 4.092998507314718 Movie Vector: [1.7860249813762596, 0.5348843860025903] User Vector: [1.71046880140097, -1.1918615049434313] Predicted: 2.4174318998950497 Movie Vector: [2.0814875622265263, -0.48741912232245616] User Vector: [1.9078515834816576, -0.9865909819476469] Predicted: 4.452052652103426 Movie Vector: [2.1580038408774884, -0.2177082529373479] User Vector: [1.8466761782717187, 0.15700448082403776] Predicted: 3.950953114343794 Movie Vector: [2.3247306740726286, 0.5298818318793199] User Vector: [2.0838888792860866, 0.12779705699927507] Predicted: 4.9121977377067605 Movie Vector: [1.6620627971193491, -0.012099642551157204] User Vector: [1.6450443580864293, -0.6790581470193984] Predicted: 2.742383388036921 Movie Vector: [2.451945051110658, 0.28017012821174214] User Vector: [1.8130247314603871, -0.5143694216703816] Predicted: 4.301326071027936 Movie Vector: [2.0784721419322643, 0.17429690949715085] User Vector: [2.102978908054112, -0.46407302159942193] Predicted: 4.2900965820158214 Movie Vector: [2.2661902648068777, -0.3159167183027226] User Vector: [2.4158710796409655, 1.3161721399370998] Predicted: 5.0590227385404365 Movie Vector: [2.153439421901054, -0.7652469727237672] User Vector: [1.5743601555651643, -0.16328770619445088] Predicted: 3.5152446461126123 Movie Vector: [1.8232359364146866, -0.1940661403317226] User Vector: [-0.10403891333818222, -1.4619533379407703] Predicted: 0.09402815605553672 Movie Vector: [2.086500958484756, 0.35929607582090806] User Vector: [2.066372361233592, -0.22791740900753754] Predicted: 4.229598081632621 Movie Vector: [1.8829729579897532, -0.5319533489860362] User Vector: [2.081105907000082, -0.34445170607119036] Predicted: 4.101898384202417 Movie Vector: [1.7302465688785278, 0.1362962835617789] User Vector: [1.9181607079097143, -1.0779116755643168] Predicted: 3.1719756280311246 Movie Vector: [1.5244105784143585, -0.2570738885537241] User Vector: [1.7246006771373188, -0.5521142962927506] Predicted: 2.770933684842775 Movie Vector: [1.1392434961939366, -0.06900306943117267] User Vector: [1.482527286623813, -0.13397510741368754] Predicted: 1.6982042628551386 Movie Vector: [1.9036966870186214, -1.3251356617341374] User Vector: [1.929091808804414, 0.042137735906970085] Predicted: 3.6165674688206617 Movie Vector: [1.431070871760589, 1.346690995762086] User Vector: [2.274151519042184, -0.5635110857533677] Predicted: 2.495596691675189 Movie Vector: [2.207560268313733, 1.3188312802021693] User Vector: [2.042405877094178, -0.8058945592986775] Predicted: 3.445895112695731 Movie Vector: [1.2896572168109606, 0.829929702619721] User Vector: [1.896040343132166, -0.6939405925172806] Predicted: 1.869320202301508 Movie Vector: [2.1550128270050743, 0.22586570683207347] User Vector: [1.8428934887428399, -0.6582796108809188] Predicted: 3.8227763174401903 Movie Vector: [0.5600306038242743, -1.1371290705294066] User Vector: [1.889274458581222, -0.616085088513416] Predicted: 1.7586197798973087 Movie Vector: [2.1828289798615854, 0.16466614333971857] User Vector: [1.7279643868643952, -0.386907532415694] Predicted: 3.7081401686243782 Movie Vector: [1.260630387434551, -1.6692632701062609] User Vector: [1.9124483210754408, -0.6187136241359802] Predicted: 3.443686395430412 Movie Vector: [1.7131188174215324, -0.65348296099281] User Vector: [1.8082050805175778, -0.14772815691418348] Predicted: 3.194207982594171 Movie Vector: [1.8128877174236082, -0.010738923819900367] User Vector: [1.9292977653339558, 0.04915731858470514] Predicted: 3.497072325327272 Movie Vector: [1.6577217648776368, -0.8806107793720951] User Vector: [2.0974507741102895, -0.7730098706936379] Predicted: 4.157710623695921 Movie Vector: [1.9597809513532305, -0.8000123895079909] User Vector: [1.5460339724752143, 0.5673263860495411] Predicted: 2.576019791667463 Movie Vector: [1.1830603119070715, -1.320123353120379] User Vector: [1.8197001196450677, 0.5232535834357499] Predicted: 1.462055716027173 Movie Vector: [1.1418576935852511, -0.35306215260380286] User Vector: [2.1152563978469763, -0.17258058157131398] Predicted: 2.476253463414179 Movie Vector: [1.789371010672539, -0.012793420562696237] User Vector: [1.6413386554421292, -0.2761320588748844] Predicted: 2.940496482304418 Movie Vector: [1.0257936266776448, -0.026794094489674146] User Vector: [2.0172871293438663, -0.28618527556644596] Predicted: 2.0769883557748603 Movie Vector: [2.1620754369453508, -0.5464004387577395] User Vector: [1.764710165147737, -0.036470780939675575] Predicted: 3.8353641521009716 Movie Vector: [2.1203175316099934, -0.03380984725422082] User Vector: [2.2517676962088684, 0.5200051187664345] Predicted: 4.756881229747804 Movie Vector: [1.7242558296595631, -0.48223523995642] User Vector: [1.8872787162097513, -0.5853853009857779] Predicted: 3.5364447497049176 Movie Vector: [1.987782592880339, 0.13001170635443193] User Vector: [1.5968749976329197, -0.2181920793225257] Predicted: 3.1458727987548074 Movie Vector: [1.9891902792102523, -0.5681104296475724] User Vector: [0.8051563877079445, -0.47653145187257623] Predicted: 1.872331747536595 Movie Vector: [1.9533895058535322, -0.27202639536360435] User Vector: [1.7358520060161922, -0.6564597497992843] Predicted: 3.569369471706025 Movie Vector: [0.5228853250970388, -0.2729128794444553] User Vector: [2.1194960007329993, -0.5843009113786437] Predicted: 1.267716599571513 Movie Vector: [2.253137413689624, -0.01936060813485044] User Vector: [-1.9486857232139996, -0.6934343154022036] Predicted: -4.377231400448525 Movie Vector: [1.6586098424368123, -0.9426891448467789] User Vector: [1.7157781947579345, 0.23085110985325294] Predicted: 2.628185765929483 Movie Vector: [0.9122165264851971, -1.1039556195941354] User Vector: [1.9762313553782038, -0.45515933704965256] Predicted: 2.3052266104809434 Movie Vector: [2.019869564870857, -0.23086616971099755] User Vector: [1.802429818972369, -0.13973521169099562] Predicted: 3.6729332672548325 Movie Vector: [2.103936154992961, -0.451373268810663] User Vector: [1.6086259872240636, 0.11785222615426788] Predicted: 3.3312510298260873 Movie Vector: [1.8435078415852997, -0.8695622449954694] User Vector: [2.2056637067372735, 0.16439118405488784] Predicted: 3.9232099722060307 Movie Vector: [1.387838471543644, -0.22212146132884397] User Vector: [1.882118479367975, 0.49523612366892805] Predicted: 2.502073862177924 Movie Vector: [2.146297855144223, 0.5601107422083709] User Vector: [1.9765240880284043, -0.8748861164404025] Predicted: 3.7521762987490224 Movie Vector: [1.7896027845193256, -0.788589948365314] User Vector: [1.3731208384050326, -0.039516836165455184] Predicted: 2.488503455682434 Movie Vector: [2.2310316533058296, 0.027472848198566928] User Vector: [1.6715189130987012, -0.6740060999091366] Predicted: 3.7106947369548466 Movie Vector: [2.034104799616752, 0.06290397346523312] User Vector: [1.5049856710865868, -0.37939945121757157] Predicted: 3.0374328438995506 Movie Vector: [1.9886636600399368, -0.3554170458222748] User Vector: [1.3910319408648084, -1.0952985909603115] Predicted: 3.155582460245081 Movie Vector: [2.0008891475585413, -1.2648220479717631] User Vector: [0.1814715090682254, -0.4006229822897886] Predicted: 0.8698211540100094 Movie Vector: [2.1734162238043497, -0.4218852875079631] User Vector: [2.0214692873729905, 0.0969522404634072] Predicted: 4.352591421256229 Movie Vector: [1.9354393089501996, -0.3248313005773302] User Vector: [1.2147104470586825, 0.3917088820532205] Predicted: 2.2237590426248044 Movie Vector: [1.300692632776539, 0.3325877294716596] User Vector: [1.9656087500349015, -1.3045010479317813] Predicted: 2.1227917784664663 Movie Vector: [0.8160567069947094, -0.3792623637533509] User Vector: [-0.15983777832747142, -1.2918473195507572] Predicted: 0.3595123769859839 Movie Vector: [1.6568521327764605, -0.3367691127290393] User Vector: [1.7737055179853247, -0.6617311789648244] Predicted: 3.1616183923964867 Movie Vector: [1.9838201545215717, -0.20960480026163802] User Vector: [0.5533528604370009, -0.6357003392811507] Predicted: 1.230998399738366 Movie Vector: [1.877025801648877, -0.36673991781320847] User Vector: [1.9163229407682776, -0.2217062509175796] Predicted: 3.6782961363538975 Movie Vector: [1.9652630535458693, -0.3389409546593719] User Vector: [1.5262781484146848, -0.4192099643080665] Predicted: 3.1416254800190764 Movie Vector: [1.9850148609478282, -0.8377830741787189] User Vector: [2.2071555396838387, -0.3320374996548978] Predicted: 4.65941194389924 Movie Vector: [2.002047366414962, -0.33745265787479856] User Vector: [1.6092045026466033, -0.542806797456798] Predicted: 3.404875233061035 Movie Vector: [1.8057957009290257, -0.14650770468839167] User Vector: [2.3018729453333906, -0.5976894500564273] Predicted: 4.244278378212105 Movie Vector: [1.8835244768705246, 0.5200290118089748] User Vector: [2.013128830276266, -0.5129108909060339] Predicted: 3.5250488831751494 Movie Vector: [2.418802722941191, -0.41213300887938503] User Vector: [1.9699328041253406, -0.6480460375633276] Predicted: 5.031959993982887 Movie Vector: [1.7942123185078298, 0.006885076203054195] User Vector: [1.718647564786851, 0.3627084443085562] Predicted: 3.086115907192607 Movie Vector: [1.8598917572910718, -0.22433257797036407] User Vector: [1.7750781235686, -0.5505815157475898] Predicted: 3.424966541383429 Movie Vector: [1.354718242788002, -0.3479944956934988] User Vector: [1.7188146170467085, 0.11546011698158799] Predicted: 2.2883300325021296 Movie Vector: [1.4570546403652667, -1.3261334543518037] User Vector: [1.0657478420739732, -0.4598375751555675] Predicted: 2.162658830734962 Movie Vector: [2.0779795199896354, -0.488376295295384] User Vector: [1.7974865238901374, -0.20768939856108443] Predicted: 3.8365707631424546 Movie Vector: [2.007030581302799, -0.024437090778551218] User Vector: [2.0500551795547546, 0.569349664300189] Predicted: 4.100610189293352 Movie Vector: [1.9024761981648965, -0.6488775938555489] User Vector: [1.9254533635180215, -0.11546223013609447] Predicted: 3.7380500488414827 Movie Vector: [1.8965318069360573, -0.8519798792320225] User Vector: [1.859029870059002, -0.21051212879910455] Predicted: 3.70506137668224 Movie Vector: [2.36918762878382, -0.22640966803081672] User Vector: [2.007249279986368, 0.22375743201200876] Predicted: 4.704889316127666 Movie Vector: [-0.10479884343748436, 1.0232052345266138] User Vector: [1.1813117142220748, -0.7735675837017755] Predicted: -0.9153185022933866 Movie Vector: [2.3285836783850455, 0.48439751587169316] User Vector: [0.5933413471284511, -0.26807914984206554] Predicted: 1.2517881023938149 Movie Vector: [2.2291800774582673, -0.09269581386301312] User Vector: [1.6199882510202464, -0.19461117937882175] Predicted: 3.6292851765501566 Movie Vector: [1.9585780020918366, -0.12603281286299592] User Vector: [1.9225564315338837, -0.004431191367754009] Predicted: 3.766035210094857 Movie Vector: [1.889785436716128, -0.6968131327396532] User Vector: [1.888319861129985, 0.07610345840510155] Predicted: 3.5154894841616864 Movie Vector: [0.690803079513952, 0.12011010142862402] User Vector: [1.4256896655726918, -0.6198043839612477] Predicted: 0.9104260439853407 Movie Vector: [2.3265053215088822, -1.7080388559124153] User Vector: [1.379942770920919, -0.1168281947007585] Predicted: 3.409991295940227 Movie Vector: [1.5142876589429757, -0.02467432296802086] User Vector: [2.2205833343779418, 0.12188390075935394] Predicted: 3.3595945361710218 Movie Vector: [-0.3390395929356303, -0.6699106404954516] User Vector: [0.5669279943285896, 0.059983815543993374] Predicted: -0.23239483271141598 Movie Vector: [1.726239941736618, -0.47993816642414927] User Vector: [2.1482531268181466, -0.30717751220694467] Predicted: 3.855826564449398 Movie Vector: [0.7937640332804984, -0.15307991341692778] User Vector: [1.3328551036008955, 0.42697431219192045] Predicted: 0.9926112520711519 Movie Vector: [2.077605536842252, -1.114171741662304] User Vector: [1.8849297764118547, -0.3964149797228335] Predicted: 4.357814908410914 Movie Vector: [1.8908552383213892, -0.548237286438067] User Vector: [2.011337719410821, 0.22691965868693742] Predicted: 3.678742644863368 Movie Vector: [1.6973162636853592, -0.6521919115631104] User Vector: [1.6643122324862987, -0.679198415120798] Predicted: 3.2678319327377516 Movie Vector: [2.40426096398796, 0.027843806694398232] User Vector: [1.9478792731415506, -0.12311103556691874] Predicted: 4.679782219099199 Movie Vector: [2.4123823547685523, 0.001368952389474565] User Vector: [1.5176105495852086, 0.17079919805755508] Predicted: 3.6612907272002637 Movie Vector: [1.9555358591523357, -0.33626926810029595] User Vector: [2.0247588796163227, -0.36553971389241724] Predicted: 4.0824083672790215 Movie Vector: [2.0802020161339705, -1.1502754185377826] User Vector: [1.6624001084843527, -0.06623867244449222] Predicted: 3.534320773959957 Movie Vector: [1.475120214012557, 0.06386913498043656] User Vector: [2.5236986125115344, -0.34950806756725666] Predicted: 3.700436059447003 Movie Vector: [1.8074440328643906, -0.3678777998607294] User Vector: [1.7066612226531215, -0.6817818882051294] Predicted: 3.3355070640232265 Movie Vector: [1.7243173285238214, -1.3183174988570396] User Vector: [1.1229975427096195, -0.1124494544179988] Predicted: 2.084648206280042 Movie Vector: [1.6472134086295087, -0.2927095840123618] User Vector: [2.05432706206263, -0.7811237317966143] Predicted: 3.6125574849363997 Movie Vector: [1.6291683712419407, 0.1660878079132974] User Vector: [1.920558949722005, -0.6796075176270694] Predicted: 3.016039373148654 Movie Vector: [1.8212083798891832, -0.7894995209966588] User Vector: [2.0006529918250235, 0.5303448212567096] Predicted: 3.2248990116168677 Movie Vector: [1.4863263478392554, -0.38692940955139843] User Vector: [1.9358042419286343, 0.15516097448486865] Predicted: 2.8172005047946755 Movie Vector: [2.104117626994004, -0.4463255027818969] User Vector: [1.2717592657201293, -0.277053538984832] Predicted: 2.7995871483795844 Movie Vector: [1.6501009347722368, -0.0948136245837033] User Vector: [2.0648931306584926, -0.1864338522342836] Predicted: 3.424958554379784 Movie Vector: [1.4643889155265428, 0.8554758994686659] User Vector: [1.8921096719790351, -0.001453362823290916] Predicted: 2.7695411137381525 Movie Vector: [2.4159695661156966, -0.41120098924363296] User Vector: [1.402562695616894, 0.8447552922065164] Predicted: 3.0411845753554956 Movie Vector: [2.2874543286419518, -0.6593975921008266] User Vector: [2.0439818226041426, -0.017111790192712667] Predicted: 4.686798541030921 Movie Vector: [1.9230624485568446, 0.1142343845214746] User Vector: [1.2982789997200337, 0.08880764643063666] Predicted: 2.5068164789423437 Movie Vector: [1.7954976468237347, -0.4431839445308823] User Vector: [2.0651065614603934, -0.9749044483135152] Predicted: 4.139955970486678 Movie Vector: [1.448266833058817, -0.45761692774061863] User Vector: [1.2869761037922984, -0.9356081632169971] Predicted: 2.292034939282053 Movie Vector: [1.9767064996596504, 0.017721059119525498] User Vector: [1.987710557886198, 0.005093827626042703] Predicted: 3.929210647236263 Movie Vector: [2.5396008310149374, -0.33673860290454394] User Vector: [1.8516105173489374, 0.47967766060181577] Predicted: 4.540825623299785 Movie Vector: [1.8185332515460513, -0.3599727056100779] User Vector: [1.6078768177743807, -0.9031525334504741] Predicted: 3.2490877185575258 Movie Vector: [1.8742917423966061, -0.7795976476696045] User Vector: [1.135077684908824, -1.6364981532304435] Predicted: 3.4032768424773714 Movie Vector: [1.8673364596003963, -0.442255663542031] User Vector: [1.9295228023845028, 0.060910860337704514] Predicted: 3.576130105567345 Movie Vector: [2.115701111960592, 0.8601511676220234] User Vector: [2.1594526342524643, -0.31029125725067985] Predicted: 4.30185895228709 Movie Vector: [0.8555272779782304, -1.0738884616287978] User Vector: [1.8606915308222642, 0.07949929827426003] Predicted: 1.506498981397204 Movie Vector: [1.6277821659677547, 0.1665783294489407] User Vector: [1.8944947039298432, -0.5191048774965976] Predicted: 2.99735306927518 Movie Vector: [1.5962725021846769, -0.5392263263720142] User Vector: [1.8930146168126591, -0.24369666428876807] Predicted: 3.1531748360852574 Movie Vector: [1.6217713472166346, -0.782548128294717] User Vector: [2.47121629733476, -0.3696706389893053] Predicted:
avg loss: 9.771631803846143: 70%|████████████████████████████████ | 48765/70000 [01:19<00:35, 599.71it/s]
4.29703285041889 Movie Vector: [0.7474408698229622, -0.665683472232223] User Vector: [2.107592569871274, -0.18888733160281335] Predicted: 1.7010399984190374 Movie Vector: [2.1102388540085637, 0.07781672489007285] User Vector: [1.7551579360504532, -0.20439643979064687] Predicted: 3.687897010051445 Movie Vector: [0.2553344077217905, -0.4303737189268003] User Vector: [1.973001089648276, -0.9521699900518835] Predicted: 0.9135640043289134 Movie Vector: [2.15075907754415, -0.5818406617681191] User Vector: [1.762578664081997, 0.000627562853549648] Predicted: 3.7905169200739857 Movie Vector: [2.0616861750903954, 0.2696614297201988] User Vector: [1.1675632238939238, -0.6393339718681258] Predicted: 2.2347452443234226 Movie Vector: [2.019449900757203, 0.15204915166584976] User Vector: [1.4636618596971886, -1.0956207609763668] Predicted: 2.789203590053641 Movie Vector: [1.2791227719344602, -0.8497008691588787] User Vector: [1.7254762087571385, -0.0520199386692281] Predicted: 2.251297298153229 Movie Vector: [1.4385998947480696, 1.6788991682928638] User Vector: [1.854562196099415, -1.066535324229054] Predicted: 0.8773677113092484 Movie Vector: [0.5927285533345491, -0.2921672030660571] User Vector: [2.421384460476652, -0.5238003411012281] Predicted: 1.5882609889496762 Movie Vector: [2.1501335088363205, 0.4489017757560859] User Vector: [1.5424665794765204, 0.02610029236785036] Predicted: 3.328225546384289 Movie Vector: [1.5451710477486715, -1.3641529872121787] User Vector: [0.4621787258775326, -1.1902945975000065] Predicted: 2.337889116953485 Movie Vector: [1.9778701689663314, -0.311148579084549] User Vector: [1.7421839245436317, -0.17855702304344495] Predicted: 3.5013713772130743 Movie Vector: [2.1751494918904317, -0.5466706366651989] User Vector: [1.7296125307729837, -0.04330451666719334] Predicted: 3.7858391251751127 Movie Vector: [1.6811333810520133, -0.019971792213405073] User Vector: [2.2422359895103066, -0.5935447878527482] Predicted: 3.781351923334313 Movie Vector: [1.7924683597209423, -0.25655293960408965] User Vector: [1.858587808532878, -0.5566490994824878] Predicted: 3.47426980335847 Movie Vector: [1.5298347486651067, -0.7546431980650605] User Vector: [1.9919750325188865, -0.9061694729457024] Predicted: 3.731227252273374 Movie Vector: [2.490410765907532, 0.14264711702973648] User Vector: [1.388108135473227, 0.500652310680852] Predicted: 3.5283760535792545 Movie Vector: [2.0397014444357224, -0.17051408931353187] User Vector: [1.7206687542846626, 0.01737879222128879] Predicted: 3.506687214580859 Movie Vector: [1.5817109047199505, 0.2518289070691792] User Vector: [2.3768245573531734, -0.9435176181710329] Predicted: 3.5218443103871575 Movie Vector: [1.5407043716262305, 0.36731186128420096] User Vector: [2.0607208072130865, 0.4203829445278552] Predicted: 3.3293731981809964 Movie Vector: [2.1728162544972043, -0.4612915410771909] User Vector: [1.7057354447572117, -0.675870493072936] Predicted: 4.018023041558703 Movie Vector: [1.7409070920636966, -0.7440857104486318] User Vector: [0.543953454775849, -0.8022902648584662] Predicted: 1.5439451488850575 Movie Vector: [0.8334771293197164, -1.1817981177229562] User Vector: [1.3908752968679419, -0.8441279510954389] Predicted: 2.156851573397126 Movie Vector: [1.5386426448974024, -0.4727586359969068] User Vector: [2.077449477011865, -0.6295810130873005] Predicted: 3.4940922189469648 Movie Vector: [2.0919802993291476, -0.32265782797287224] User Vector: [1.3742805424906173, -0.24923781990556051] Predicted: 2.955386354261167 Movie Vector: [2.4273610282553237, 0.2871448094717403] User Vector: [2.0455398929722945, 0.27966684324340885] Predicted: 5.045568700361206 Movie Vector: [2.109153633446275, 0.13181595961976333] User Vector: [1.6571758054686245, -0.19615754643100625] Predicted: 3.4693816761439455 Movie Vector: [1.4580473996624237, -0.6092710476475605] User Vector: [1.044010333870652, 0.5007139804357417] Predicted: 1.2171460210889382 Movie Vector: [2.3503617224954554, -1.3810561136436006] User Vector: [0.8804316243602321, -0.7157976289778349] Predicted: 3.0578894808022197 Movie Vector: [1.9128919790784324, 0.40923224622991466] User Vector: [1.862284266506309, -0.14683483726043028] Predicted: 3.5022590858869904 Movie Vector: [1.3391005881394662, 0.021862443105476286] User Vector: [1.5958880952996106, -0.041768084230140806] Predicted: 2.136141534655375 Movie Vector: [1.8476806898430445, -0.9741887934641839] User Vector: [1.5953467099339627, 0.4615049294048409] Predicted: 2.49809837919494 Movie Vector: [1.7777023603802742, 0.09619606581024509] User Vector: [1.819261384387705, -0.1731094657105648] Predicted: 3.2174528076188387 Movie Vector: [1.8638375358434012, -0.1055636282276673] User Vector: [2.026697303588441, -0.12711326998866795] Predicted: 3.790853046196632 Movie Vector: [2.148392601520576, -0.11314250152160209] User Vector: [1.817588606125803, -0.43879156652743484] Predicted: 3.954539889492268 Movie Vector: [1.8530872347973155, -0.46932382793385863] User Vector: [1.8856506012533127, -0.3590978856024323] Predicted: 3.662808252744285 Movie Vector: [2.036526673341422, -0.3662754471700388] User Vector: [1.8291329580022457, -0.43990437728628656] Predicted: 3.8862042305620608 Movie Vector: [0.39743991286797675, 0.29459046179789705] User Vector: [1.4847061967595145, -0.23282735708638627] Predicted: 0.5214927828313841 Movie Vector: [2.387687597758943, -1.4114023350580587] User Vector: [1.4134196868883628, 0.983850291411522] Predicted: 1.9861960581658986 Movie Vector: [1.5606230974011646, -1.2418748748703776] User Vector: [1.9563995048185603, -0.1256026255508409] Predicted: 3.2091849998533877 Movie Vector: [1.688922549724045, -0.19477767040786753] User Vector: [1.4274958318367776, 0.09648342695338999] Predicted: 2.392137082891268 Movie Vector: [2.02786984882458, -0.2602097715480229] User Vector: [1.6766278198748055, -1.3364608405674534] Predicted: 3.7477431736315423 Movie Vector: [-0.9323216277639365, 1.587048197890155] User Vector: [1.7196637745340906, -0.14678150345166788] Predicted: -1.8362290500168754 Movie Vector: [1.3076221706155098, -0.5872572883289345] User Vector: [1.8232436748062772, -0.6968101724870355] Predicted: 2.7933207039859367 Movie Vector: [1.89981499580789, -0.10083563464997983] User Vector: [1.8549457242363845, -0.4665513926753973] Predicted: 3.5710987090912663 Movie Vector: [1.7825241478721225, -0.5406962670849629] User Vector: [1.8295197929698217, 0.15605127083388315] Predicted: 3.176786870364968 Movie Vector: [2.0510191272347607, 0.18035507937887946] User Vector: [1.7601607992170771, 0.26681882489534947] Predicted: 3.6582455965468283 Movie Vector: [1.7594015366539129, -0.2341196459018823] User Vector: [2.3794698510632184, 0.523817756272546] Predicted: 4.063806884766637 Movie Vector: [2.343397012500889, 0.3657843164622453] User Vector: [2.08268071880036, 0.5678350206645265] Predicted: 5.088252919327067 Movie Vector: [2.0452052712368243, -0.7583304726310909] User Vector: [1.1748119700063713, -0.656884849950469] Predicted: 2.900867432496291 Movie Vector: [1.8550169954656661, -0.4627395545672376] User Vector: [1.5290337929190512, -0.19997085073100573] Predicted: 2.928918094899867 Movie Vector: [1.7964464647344105, -0.24558640664778175] User Vector: [2.115479177927048, -1.3278705905363217] Predicted: 4.126452057229385 Movie Vector: [2.4323295150118223, 0.026069801276784505] User Vector: [1.7580059763276992, -0.810279941516942] Predicted: 4.254925986735127 Movie Vector: [2.0872460222280127, -0.2864152931227531] User Vector: [2.187644291874276, 0.30806928202079226] Predicted: 4.477916092552299 Movie Vector: [1.4135271237910823, 0.9883264628743205] User Vector: [1.93134312555296, -0.24574520420055673] Predicted: 2.487129404880691 Movie Vector: [1.6182583358438254, -0.43077759776042457] User Vector: [1.8797562179937144, -0.19980177970781476] Predicted: 3.1280012998133815 Movie Vector: [2.101700445945312, -0.014662056140521162] User Vector: [2.2783291193088813, 0.7310485012803102] Predicted: 4.777646651894449 Movie Vector: [1.752802116369462, -0.24467285595128435] User Vector: [1.782853307690422, -0.004857296969852272] Predicted: 3.126177499617885 Movie Vector: [0.19411817758611594, -0.19190468169081892] User Vector: [2.278727020145575, -0.30466625026721983] Predicted: 0.5008092161463658 Movie Vector: [0.6604625204662453, -0.1558424053602653] User Vector: [2.285142579465304, -0.22134078203693913] Predicted: 1.5437453075353509 Movie Vector: [1.72161923283297, -0.3082680281368952] User Vector: [1.9814427985228942, -0.45159169581778413] Predicted: 3.5505013122881435 Movie Vector: [1.9083549295261382, -0.0400669772689959] User Vector: [2.1241870113789516, 0.7584673121082653] Predicted: 4.023313261846899 Movie Vector: [1.89359141802912, 0.017508063370586767] User Vector: [1.8907951979277355, 0.3205355214926454] Predicted: 3.5860055162694486 Movie Vector: [1.0965247752384881, -0.3493635081176911] User Vector: [1.5281214632884375, -0.280575940620771] Predicted: 1.773646038978157 Movie Vector: [2.3268097700311863, 0.05985770070215979] User Vector: [2.1943424758494787, -0.47814945294790057] Predicted: 5.077196584755533 Movie Vector: [1.6589649665717472, -0.9684885651508026] User Vector: [1.873414933470033, -0.32485634887612486] Predicted: 3.422549401682292 Movie Vector: [0.9368699735721938, 1.0808037883549353] User Vector: [0.9672602170657569, -1.0447151475686238] Predicted: -0.2229350352441236 Movie Vector: [2.42524076726797, -1.7163979590028362] User Vector: [1.2594188579575196, -0.2926738744920504] Predicted: 3.5567387982162533 Movie Vector: [1.57206440874849, -0.04226666061686209] User Vector: [1.8907408195743307, 0.3789366706535195] Predicted: 2.95634996096696 Movie Vector: [2.355135811775379, -0.6057473766406029] User Vector: [2.0119106042760455, -1.3071348076896663] Predicted: 5.530116194894792 Movie Vector: [1.09986356721623, -0.7979429993286277] User Vector: [2.056505070858475, -0.3143497551657407] Predicted: 2.512708189707839 Movie Vector: [1.6858344458617025, -0.8005187360993699] User Vector: [0.9243554051455596, -0.5591156948187974] Predicted: 2.0058927715624986 Movie Vector: [2.6362848233718066, -0.1323000978298497] User Vector: [1.3646270663579243, -0.20096980814067444] Predicted: 3.6241339498796443 Movie Vector: [1.241584695968401, -1.0092967515623903] User Vector: [1.3437422770601988, 0.14679065370582559] Predicted: 1.520214516578664 Movie Vector: [1.7076461724120793, -0.9769300473369648] User Vector: [1.7358065429710476, -0.3786748479837375] Predicted: 3.3340822363184235 Movie Vector: [2.0300479975611387, -0.5922920521785373] User Vector: [2.03871204614722, 0.22075071597345405] Predicted: 4.007934412301138 Movie Vector: [1.431935507793216, -0.7824267416121136] User Vector: [1.9896717889505504, 0.21159844128710767] Predicted: 2.6835214045062696 Movie Vector: [1.7031951074461789, -0.025811776395957674] User Vector: [2.136726511708329, -0.5932941420907579] Predicted: 3.6545761164248445 Movie Vector: [2.2323084689284047, -0.41906074045876335] User Vector: [2.3239365968415377, 0.21841038729067877] Predicted: 5.096216127760103 Movie Vector: [1.9519181618323698, -1.1112224148225227] User Vector: [2.123761507011705, 0.1943233440689474] Predicted: 3.9294722012839474 Movie Vector: [0.4453205745177796, -0.45710333653478197] User Vector: [1.7966194829420337, -0.26617204212230094] Predicted: 0.9217397488799629 Movie Vector: [2.0947393242662278, -0.3231582013239616] User Vector: [1.5318986443381926, -0.506905734290327] Predicted: 3.3727390764194 Movie Vector: [1.4236611071684242, 1.3515645736986395] User Vector: [1.4556834433829273, 0.5717645342902504] Predicted: 2.845176591737286 Movie Vector: [1.102818384249236, -0.16183980892440955] User Vector: [1.9878639381488423, -0.6328573003872716] Predicted: 2.2946744009477236 Movie Vector: [1.8498650076232726, -0.09678394205885385] User Vector: [1.8887466312373906, 0.0493975295672653] Predicted: 3.489145413752897 Movie Vector: [2.1379798313978027, -0.337466498481628] User Vector: [1.71891001362052, -0.4232616864086852] Predicted: 3.817831580362162 Movie Vector: [1.6744747619472788, -0.04595682173174338] User Vector: [1.465436726232994, -0.4767781254050163] Predicted: 2.4757480206226252 Movie Vector: [2.4855499128777803, 0.22860748144566206] User Vector: [2.4880803002309224, 0.5646547941844018] Predicted: 6.313332083856605 Movie Vector: [2.345657832562112, -0.4206284212647903] User Vector: [1.8474538900177007, -0.4118947207704705] Predicted: 4.506749313542347 Movie Vector: [0.20672087769135905, 0.37052536916557743] User Vector: [1.685869267318918, -0.28228299544661684] Predicted: 0.24391136351603238 Movie Vector: [1.8119219073718005, -0.9845331620439001] User Vector: [1.679040767180368, 0.11010259011458359] Predicted: 2.9338910982297293 Movie Vector: [2.079836802860942, -0.24157675543696194] User Vector: [1.5178824477838653, -0.9825491582428784] Predicted: 3.3943088150231677 Movie Vector: [1.7536515283573264, 0.6091212357435756] User Vector: [2.0483011549915835, 0.26425151445427797] Predicted: 3.7529676600185686 Movie Vector: [2.1520707318284433, -0.3409362195444123] User Vector: [1.5148453864109062, -1.1858915784134836] Predicted: 3.6643678108741087 Movie Vector: [2.0017148672778284, -0.0067316538413511595] User Vector: [0.3137126529738131, -0.5413689669223845] Predicted: 0.6316075899966231 Movie Vector: [0.2094406302514392, -1.8237989617084156] User Vector: [1.5910263098821853, -0.5160274373224571] Predicted: 1.2743558574900984 Movie Vector: [1.6302448507622112, -1.2463446546858308] User Vector: [2.274964700796182, 0.5196352273845258] Predicted: 3.0611049011016105 Movie Vector: [0.9097398717271014, -0.5312784932096392] User Vector: [1.759153728807813, -1.0411377570343754] Predicted: 2.153506386374758 Movie Vector: [1.3089971947969476, -1.2839102845232802] User Vector: [1.8998904352871986, -1.3213052525039137] Predicted: 4.183388652896899 Movie Vector: [1.5552577893570785, -0.8909658481819521] User Vector: [2.000459744558604, -0.8686397241643995] Predicted: 3.8851589286247115 Movie Vector: [1.937288990802822, 0.09342424241037492] User Vector: [1.8924637469865788, -0.824772437220648] Predicted: 3.5891954424222585 Movie Vector: [2.1683401833240343, 0.55035395400865] User Vector: [1.8600798576552857, -0.6564783170261248] Predicted: 3.6719904620493344 Movie Vector: [1.3266766489022448, -0.5185117930273841] User Vector: [2.078206962716263, 0.6890594145518184] Predicted: 2.399823216480061 Movie Vector: [1.905512241112241, -0.37955167978486126] User Vector: [2.1156128501012104, -0.32841899154382814] Predicted: 4.155978163235923 Movie Vector: [1.327804136716127, 0.4670241269545375] User Vector: [0.8153093576634619, 0.08129804275528915] Predicted: 1.1205392852498146 Movie Vector: [2.293998664951998, -0.3132087252571364] User Vector: [1.9282768685910932, -0.8230453775149786] Predicted: 4.681249555726032 Movie Vector: [1.7149576308853902, -0.7521849054116135] User Vector: [1.8303797332007692, -0.34509965881604776] Predicted: 3.3986024450947525 Movie Vector: [1.8010261705259296, -0.8327568108139886] User Vector: [2.1387073565827333, -0.21546130163419408] Predicted: 4.031294786704556 Movie Vector: [2.0692242896197635, -0.4752687387991732] User Vector: [1.5474620604969942, 0.05340811825269829] Predicted: 3.176662873841831 Movie Vector: [2.10711484743447, -0.3109321988837714] User Vector: [1.3703734470598299, 1.3105902705925223] Predicted: 2.4800295221587123 Movie Vector: [1.1979562529578092, -0.07495628432110321] User Vector: [2.2952449950139537, 0.5350253703751757] Predicted: 2.709499580066236 Movie Vector: [2.0991987443865576, 0.09235333588347003] User Vector: [2.1347261416744705, -0.24508635766029668] Predicted: 4.458579893502751 Movie Vector: [2.630453054913364, -0.5626101577516416] User Vector: [1.710756001931297, -0.8511147306185255] Predicted: 4.978909144349588 Movie Vector: [2.106378413505782, -0.019339146065330423] User Vector: [2.356159880242267, -0.5477665575341448] Predicted: 4.973557647976536 Movie Vector: [0.8432205083428794, -1.5021551805040423] User Vector: [1.8945735194251787, -0.022725871194492327] Predicted: 1.6316810312889316 Movie Vector: [1.6756195027741845, -0.5173879253398771] User Vector: [1.7728410748330934, -0.2542525473259311] Predicted: 3.1021542782828213 Movie Vector: [1.947771806670255, -0.35931472684550336] User Vector: [1.3502776923111037, 0.16953437862345616] Predicted: 2.569116621313332 Movie Vector: [2.103329359087523, 0.33995093438154583] User Vector: [1.8829426545682484, 0.3174093262396258] Predicted: 4.068352163868171 Movie Vector: [2.225791894307523, -0.16649169167213085] User Vector: [1.3545369987960323, 0.556441386949767] Predicted: 2.9222746046301937 Movie Vector: [1.4681839843415982, -0.39205151337681204] User Vector: [1.5305852525655768, -0.8363774016664646] Predicted: 2.5750837805637232 Movie Vector: [1.3058641491404646, -1.575275987317537] User Vector: [1.735125497370223, 0.1846840628921252] Predicted: 1.974909811761085 Movie Vector: [0.12635808829681683, 1.518831710629317] User Vector: [1.6063135643676825, -1.2676627509776421] Predicted: -1.722395673369692 Movie Vector: [1.828593440397718, -0.5766080235377053] User Vector: [2.2593858630050563, -0.6058138251190364] Predicted: 4.480815280752088 Movie Vector: [2.127507074159833, -0.23921087749826764] User Vector: [1.5547531997345196, -0.07524429693484211] Predicted: 3.3257476853043504 Movie Vector:
avg loss: 9.752232901844042: 70%|████████████████████████████████▏ | 48907/70000 [01:19<00:32, 647.56it/s]
[1.972273463756895, 0.07817732998251145] User Vector: [2.1953829057102263, -0.5315436490327227] Predicted: 4.288340784467246 Movie Vector: [1.8541397174483407, -0.4794498372228504] User Vector: [1.8392457963430466, -0.09520502094720296] Predicted: 3.455864712945479 Movie Vector: [1.7599002030680304, 0.09789000708073227] User Vector: [1.7929189021684757, -0.3294145639276812] Predicted: 3.1231119460154337 Movie Vector: [1.9472817173423624, -0.13490586551256012] User Vector: [1.456164515255351, 0.23171810060736375] Predicted: 2.804302407082086 Movie Vector: [2.355547520796607, 0.07688783425657246] User Vector: [1.7202346670604867, -0.7006865492325935] Predicted: 3.9982202339195005 Movie Vector: [1.9197063738501108, -0.8147179947094779] User Vector: [0.5413368437152914, -0.33476207690855597] Predicted: 1.311944477283865 Movie Vector: [2.4518685199578654, -0.6417442186620288] User Vector: [2.2679374734974966, 0.12945087445814032] Predicted: 5.477610146217032 Movie Vector: [1.7797078142355547, -0.5635002190393406] User Vector: [1.6394792746912301, -0.29659599328754865] Predicted: 3.084925983628946 Movie Vector: [1.6725338240964864, -0.2970809461844199] User Vector: [2.0716415843327995, -0.2510559437479241] Predicted: 3.539474558515297 Movie Vector: [1.676814568747348, 0.5160337410742675] User Vector: [1.5122976295655022, 0.09530792170297228] Predicted: 2.585024800927912 Movie Vector: [1.672141352232029, -1.1739246162763093] User Vector: [2.3438430013135063, 0.46697681743250286] Predicted: 3.371041224421561 Movie Vector: [1.421058994985347, -1.2467736781616459] User Vector: [2.084788261254223, 0.08466129351637751] Predicted: 2.857053638979838 Movie Vector: [1.9909689839025444, -0.4383528522294828] User Vector: [2.1697919962126644, -0.5325580261021847] Predicted: 4.553436895698997 Movie Vector: [2.2832819300262828, 0.14217377985841623] User Vector: [1.185850786146135, -0.08866844550516775] Predicted: 2.6950253436632923 Movie Vector: [2.2562049920893177, -0.09594235006822847] User Vector: [1.7961625414487925, 0.12921811045742682] Predicted: 4.04011340343194 Movie Vector: [1.3050053592302657, -0.3038411981503198] User Vector: [1.7729009192138425, -0.0034680475563787705] Predicted: 2.3146989366831012 Movie Vector: [2.406282950398154, 0.13297674647163793] User Vector: [1.8622222734829184, 0.0648312395624195] Predicted: 4.4896547538403695 Movie Vector: [1.9100173657164286, -0.24848608897525837] User Vector: [1.884646424475729, -0.10694487181345042] Predicted: 3.6262817119169024 Movie Vector: [2.1620796580686763, -0.21736172680051594] User Vector: [1.6957843615032528, -1.0809112739909545] Predicted: 3.9013696135099813 Movie Vector: [1.4869314962290658, 0.15295150578746808] User Vector: [1.4246497480367908, -0.8094982237898729] Predicted: 1.9945426091897651 Movie Vector: [1.7832139428513825, -0.5281624313870465] User Vector: [2.0222711904276602, -0.1749446797676907] Predicted: 3.6985413904215987 Movie Vector: [2.05514633248476, 0.09741096129423765] User Vector: [1.9334669331746681, 0.01084607179605096] Predicted: 3.9746140029743953 Movie Vector: [2.258487086839791, 1.2987365250740002] User Vector: [1.8927105739741823, 0.06537801008953657] Predicted: 4.359571200085758 Movie Vector: [1.430663417135364, -0.454218365862161] User Vector: [1.7335751316359131, -0.0006502523444673544] Predicted: 2.480457878244426 Movie Vector: [1.8349638031933668, 0.14540307327835952] User Vector: [1.5704969198642842, 1.589461493889719] Predicted: 3.112917587046813 Movie Vector: [2.1590120223098253, 0.38153197477181044] User Vector: [2.1654632548973636, 0.9983235901104194] Predicted: 5.056153571989685 Movie Vector: [2.294309449280062, -0.022589719434496502] User Vector: [1.8131453894280063, -0.012838068884114033] Predicted: 4.160206608257426 Movie Vector: [2.0626727108007903, -1.243633185193638] User Vector: [1.8998489555633136, -0.013691750253722436] Predicted: 3.9357941102627425 Movie Vector: [1.660178888346639, 0.27323984992710115] User Vector: [1.5586587360284263, -0.8438739087764401] Predicted: 2.3570723474999795 Movie Vector: [0.6771533533504832, -1.9535087822778023] User Vector: [1.8219835835543634, -0.439023022705438] Predicted: 2.091397623830588 Movie Vector: [2.109182021909744, -0.019990936691675374] User Vector: [1.6628205614018345, -0.5518439870034784] Predicted: 3.518223111978485 Movie Vector: [2.0975377148679493, 0.3389746317389271] User Vector: [1.7960883438676842, -0.9877536091843602] Predicted: 3.4325396245751176 Movie Vector: [2.0245433753858197, 1.2397742450464664] User Vector: [1.8820117217635297, -0.23997984860179808] Predicted: 3.512693528068155 Movie Vector: [1.4191091441143977, -0.6338318978826636] User Vector: [1.9599160970852356, -0.34013005153110837] Predicted: 2.99692013115955 Movie Vector: [2.16737444586652, -0.5818347458971457] User Vector: [2.200539909518098, 0.7004710760533844] Predicted: 4.361835556455128 Movie Vector: [1.6197947653858653, -0.2876102173197811] User Vector: [1.7309092275626532, -0.5193449942738625] Predicted: 2.9530866328311234 Movie Vector: [2.0934271120701338, 0.14560614749943007] User Vector: [2.0099135441206846, -0.5913723023971317] Predicted: 4.1215000634892975 Movie Vector: [1.6258090257791282, 0.04251206409037812] User Vector: [1.8227198647935359, -0.7393709229023026] Predicted: 2.931962223587258 Movie Vector: [1.7734422666836456, -0.5623667272481748] User Vector: [1.3313362835320175, -0.6179130214125002] Predicted: 2.7085417599609807 Movie Vector: [1.7931866841706914, -0.493134699805464] User Vector: [1.9194715862071692, -0.245902293915988] Predicted: 3.563233842922427 Movie Vector: [2.1386420468283447, -0.27917758246926205] User Vector: [1.359322306187501, -1.2354074919879567] Predicted: 3.252001916181875 Movie Vector: [1.3512164572631393, -0.24491790660764295] User Vector: [1.0018406094651215, -0.6245029330652565] Predicted: 1.5066554701004815 Movie Vector: [2.3063706586558137, 0.03888452031655548] User Vector: [2.2973038712965383, -0.5137551398755109] Predicted: 5.278457120600524 Movie Vector: [1.4768415911591193, -1.07045972663332] User Vector: [2.0743716399800913, -0.2647043218134762] Predicted: 3.3468736294106622 Movie Vector: [2.090900208919311, -0.6631261131437985] User Vector: [1.853270320757662, -0.48381048640026353] Predicted: 4.195830668200972 Movie Vector: [1.5561163958281807, 0.45483899302576825] User Vector: [2.19119015426732, 0.0589852539691029] Predicted: 3.4365757189513335 Movie Vector: [2.359879722960172, -0.3973066534943049] User Vector: [2.258776935627654, -0.5937412935807245] Predicted: 5.5663392554717515 Movie Vector: [2.1787293576247597, -0.0621611722220322] User Vector: [1.990232628762546, -0.6151391522917651] Predicted: 4.3744160275737825 Movie Vector: [2.1843967184427213, -0.32076129212263166] User Vector: [1.0923760391054527, -0.677644859291272] Predicted: 2.603544875793936 Movie Vector: [2.0219723704258237, -0.04024444001321014] User Vector: [1.8948854573206608, -0.20826351355847594] Predicted: 3.8397874883024223 Movie Vector: [1.9309564240654, -0.6951538510746511] User Vector: [0.10515516804451772, 0.2776791738943562] Predicted: 0.010020300163348705 Movie Vector: [1.2337474617552535, -1.0328547111149724] User Vector: [1.6757944145408479, -0.5648765075314617] Predicted: 2.6509424673654443 Movie Vector: [1.6978748874000271, -0.6889229661897178] User Vector: [1.5962822402101682, -0.19038704166752884] Predicted: 2.8414495343251813 Movie Vector: [2.0493446643275095, 0.3066053692265158] User Vector: [1.9886156991239556, -0.3493956078507752] Predicted: 3.9682324030463887 Movie Vector: [1.6815505764859429, -0.9712371630346271] User Vector: [1.8514391298150314, 0.1565239747935674] Predicted: 2.9612666348436907 Movie Vector: [1.3248684709839504, -0.6615918886212052] User Vector: [1.9951868745899384, -0.08932407128120975] Predicted: 2.702456264883489 Movie Vector: [0.5422948358427937, -0.9130490532904852] User Vector: [1.4284741739823548, -0.619320240798845] Predicted: 1.3401239272304521 Movie Vector: [0.9894622966796878, -1.1391095754869671] User Vector: [2.1052567821244823, -1.3264731197506534] Predicted: 3.5940704430754193 Movie Vector: [1.7844086635010443, -0.2380303680919345] User Vector: [1.8361789194736258, 0.08319122842463685] Predicted: 3.2566915329227877 Movie Vector: [1.9447129896476878, -0.7021411768133932] User Vector: [2.245505374067617, -1.010018518221823] Predicted: 5.076039060260576 Movie Vector: [2.1706909008131476, -0.034721051831304105] User Vector: [1.6075350023902348, 0.006126761311516238] Predicted: 3.4892488748300687 Movie Vector: [1.621180986963002, 0.6098915721073305] User Vector: [1.1310560042157094, 1.356554218277162] Predicted: 2.660997474058742 Movie Vector: [2.3958438606311763, -0.22343817363560056] User Vector: [1.6326778200399068, -0.29444248182058175] Predicted: 3.9774308219100276 Movie Vector: [2.5726502383674705, -0.3162875990292514] User Vector: [1.5137532388651862, -0.4170498439149874] Predicted: 4.026265324603447 Movie Vector: [2.1212083636913603, -0.26835721681489727] User Vector: [0.32811916010553804, -0.9920855615188794] Predicted: 0.962242426834703 Movie Vector: [1.781677172540132, -0.3575843810780132] User Vector: [1.9677545560201182, -0.15825762084527037] Predicted: 3.562493827023722 Movie Vector: [1.87751362675726, -1.0728750352509913] User Vector: [1.8920854894296246, -0.6483548564487583] Predicted: 4.248020028861413 Movie Vector: [1.2592236053764365, -1.588915922040901] User Vector: [1.9387938844108166, -0.44395510788662135] Predicted: 3.1467823648020135 Movie Vector: [1.7684726646349203, -1.0996419754117246] User Vector: [1.2717284117209695, -0.7976992598152346] Predicted: 3.126200522815813 Movie Vector: [1.96082767304086, -0.8401473584819414] User Vector: [0.23030426156453354, -2.2714830022771375] Predicted: 2.359967413494745 Movie Vector: [2.151296592344617, -0.3593305607944842] User Vector: [1.8195536765168572, -0.24343292090739027] Predicted: 4.001872511864326 Movie Vector: [0.758851978123307, -1.2146783201347147] User Vector: [2.07424051562981, -0.3200479134968596] Predicted: 1.9627967803181754 Movie Vector: [1.887215572570772, -0.28483621032805034] User Vector: [1.8347460276520082, -1.0852828625489372] Predicted: 3.771689132799652 Movie Vector: [2.281419593921301, 0.2869298531986652] User Vector: [1.9611814578038735, -0.8275379714296575] Predicted: 4.236832456410266 Movie Vector: [2.193274149390387, -0.43536639752764955] User Vector: [1.8142613573973938, 0.18680174881092046] Predicted: 3.897845330985942 Movie Vector: [0.2732190300354762, 1.0378599992228366] User Vector: [2.1676896221852884, -0.7178268659653306] Predicted: -0.1527497345614769 Movie Vector: [1.7096349937076902, -0.5839618574600028] User Vector: [1.9690298763651497, -0.31717525636565097] Predicted: 3.5515406321374248 Movie Vector: [1.328027847786518, -0.3996175466035236] User Vector: [1.7174009932435181, -0.6798053674007839] Predicted: 2.5524184979322255 Movie Vector: [2.3533778911299295, -0.23231854469752275] User Vector: [1.5811757295082811, -0.4145082153955086] Predicted: 3.8174019491818783 Movie Vector: [2.491272520577497, -0.001097532478447974] User Vector: [1.3825298685067706, -0.006904895886188207] Predicted: 3.4442662486360334 Movie Vector: [1.7954601395662169, -0.362467646567113] User Vector: [1.923246669130828, -0.5954447214669377] Predicted: 3.6689421798288295 Movie Vector: [1.3512222749647542, 0.39593567775773564] User Vector: [1.7441490246940237, -0.6878541313800489] Predicted: 2.0843870213181974 Movie Vector: [1.8563962473609132, -1.0656388106915926] User Vector: [1.7182996456438624, -0.5093302978058377] Predicted: 3.7326071468178608 Movie Vector: [2.1484188160408233, -0.024665798246686004] User Vector: [2.01534317525752, -0.5901766315728905] Predicted: 4.344358376227 Movie Vector: [0.6080240277404673, 0.22135114863322614] User Vector: [2.1555145786266205, -0.6058239148679117] Predicted: 1.1765048365243638 Movie Vector: [0.5807572596785113, 0.9360192184718383] User Vector: [1.3724748911651072, -1.4313788425431129] Predicted: -0.5427233487637183 Movie Vector: [2.3623312641744776, 0.42608787058845715] User Vector: [2.0491707899265688, 0.032573706714511916] Predicted: 4.854699484007804 Movie Vector: [1.5416033004780512, -0.16509971936322557] User Vector: [1.6005132292174264, -0.41641715649988875] Predicted: 2.5361068322965323 Movie Vector: [2.50703593411979, -1.7354061771551907] User Vector: [1.7949443369727922, -0.12885693282911623] Predicted: 4.723609069736531 Movie Vector: [2.3385045070300623, 0.19523641485790003] User Vector: [1.7398858236012043, 0.28373031289308603] Predicted: 4.124125329284885 Movie Vector: [2.289774576690125, -0.331754606652169] User Vector: [1.8089608873255365, -0.9488774223758052] Predicted: 4.456907106046232 Movie Vector: [2.162693566275108, 0.37195306632554187] User Vector: [2.187379472482093, -0.4285602770859982] Predicted: 4.5712272029718015 Movie Vector: [1.8217264267251156, -0.5447945012218924] User Vector: [2.079320601212304, -0.949255655524002] Predicted: 4.305102550245669 Movie Vector: [1.2799141322739622, 0.5170160076627862] User Vector: [2.0205683601001545, 0.009114019879354111] Predicted: 2.590866093489595 Movie Vector: [2.3570226654173037, -0.35693023143669544] User Vector: [1.9215766742479896, -0.7318892869590041] Predicted: 4.79043318712003 Movie Vector: [1.5717842303074518, -0.46477097112366667] User Vector: [1.9312721722760977, 0.04717261613685253] Predicted: 3.013618682202818 Movie Vector: [2.6550341433205893, 0.5464734487718881] User Vector: [2.1448548491476087, -0.06597378962736902] Predicted: 5.658609932607414 Movie Vector: [1.6111083990015744, -0.8495750529190218] User Vector: [2.165249418278095, 0.7099448585104824] Predicted: 2.8853000829824818 Movie Vector: [1.1120901108146906, -0.3522214345164035] User Vector: [0.15465155785000573, 0.3553149677308567] Predicted: 0.04683692046776544 Movie Vector: [1.6650840959187216, -0.0584579541177873] User Vector: [1.1434397051631222, 0.2160352637768043] Predicted: 1.8912942881714183 Movie Vector: [1.8943360556376414, -0.502398823944358] User Vector: [1.885565444663795, -0.10581654870192021] Predicted: 3.6250567167127445 Movie Vector: [0.34864259043172946, 1.590808549260721] User Vector: [2.022867009837083, -0.6379940395953768] Predicted: -0.30966877815722094 Movie Vector: [-0.1193763469182561, 0.08814718824136278] User Vector: [1.3545960798156467, -0.6252888101586117] Predicted: -0.2168241820124513 Movie Vector: [1.9937761374819023, 0.4066758560370913] User Vector: [1.2207523908184545, -0.8895733936985855] Predicted: 2.072138965197623 Movie Vector: [1.774704693058834, -0.8090254647313302] User Vector: [0.0006020683935950566, -1.4433389893616924] Predicted: 1.168766490236847 Movie Vector: [1.2329095901515361, -0.5734182303987351] User Vector: [1.7831326108749777, -0.8300985565204853] Predicted: 2.6744349417962283 Movie Vector: [1.9059573854997467, -0.837635007296832] User Vector: [2.173565148263322, 0.705559780047334] Predicted: 3.5517209756890304 Movie Vector: [1.1361537578814822, -0.7258479926349586] User Vector: [1.7447907744532325, 0.5295678764749987] Predicted: 1.5979648150086463 Movie Vector: [1.6170075241795412, -0.35543812086805904] User Vector: [1.1322647264433263, 1.2428444839626305] Predicted: 1.3891262741110386 Movie Vector: [1.365431272760611, -0.43932920549991633] User Vector: [1.9770295615763978, 0.11497581618213154] Predicted: 2.6489857565736137 Movie Vector: [1.3404813666731459, 0.29009900786252213] User Vector: [1.586758454390012, -0.6753501943287878] Predicted: 1.931101720186349 Movie Vector: [2.010005111800726, 0.21103739712413283] User Vector: [2.268403731327431, -0.5142423850958585] Predicted: 4.450978721154441 Movie Vector: [1.632853053058898, 0.23152723278714954] User Vector: [1.8541352597305518, -1.0882092666474898] Predicted: 2.7755803394349576 Movie Vector: [2.4574058264722147, 0.13074314588375674] User Vector: [1.024806262639351, -0.35718747994990485] Predicted: 2.471665066016214 Movie Vector: [1.851407159223887, -0.9568771837909933] User Vector: [1.808417766019637, 0.15872741785936276] Predicted: 3.196234954284741 Movie Vector: [2.010442502315977, -0.5347454193751325] User Vector: [1.8945430126327045, -0.8744950770385304] Predicted: 4.276502031775002 Movie Vector: [2.169710023683897, 0.22061588367632748] User Vector: [2.1134589287780177, -0.4533766266497558] Predicted: 4.485570937287368 Movie Vector: [1.9542733301266941, -0.8717302302440694] User Vector: [1.5710911030736274, 0.43101912681682236] Predicted: 2.694609039276493 Movie Vector: [1.8660793955400305, 0.6789098535118] User Vector: [1.5745706945796125, -0.9891335992497347] Predicted: 2.266741383005933 Movie Vector: [2.1572957848758434, 0.19646531937411857] User Vector: [1.91938306194773, -0.6797273951217647] Predicted: 4.007134129331992 Movie Vector: [0.07872557834859348, -1.0866520459318134] User Vector: [0.1451066989204413, -1.373395037216274] Predicted: 1.5038261358584302 Movie Vector: [1.9586483970141921, 0.2891601770604907] User Vector: [0.1328431507842064, -0.7806161843086956] Predicted: 0.0344699102668134 Movie Vector: [1.8294687544765127, 0.1145143776684219] User Vector: [1.7868704930744104, -0.413419819299537] Predicted: 3.2216812220527955 Movie Vector: [1.3434283338883737, -0.9980995601266469] User Vector: [1.8100808321538429, -0.22402946693369039] Predicted: 2.6553175889456417 Movie Vector: [2.3035290129865693, -0.41123568974969343] User Vector: [1.6241271735966438, 0.0357993303626905]
avg loss: 9.73538403738842: 70%|████████████████████████████████▉ | 49037/70000 [01:19<00:34, 602.66it/s]
Predicted: 3.726502102845465 Movie Vector: [1.802052532728984, -0.5572656355644544] User Vector: [1.877537541819073, -0.7119561680740518] Predicted: 3.7801699890246314 Movie Vector: [1.8924737212464784, -0.9792510012295896] User Vector: [0.8480194336773426, 0.46309507954523454] Predicted: 1.1513681730315244 Movie Vector: [2.2488877171443273, -1.2241934169354216] User Vector: [2.097102395219246, -0.43683337522287263] Predicted: 5.2509163604480324 Movie Vector: [2.2430518319484207, 0.1660958034352675] User Vector: [1.8433330854536178, 0.006573857884625721] Predicted: 4.135783544424888 Movie Vector: [1.2181659033912697, 0.6578637153172366] User Vector: [0.973013974092961, -1.4624140745760394] Predicted: 0.22322329033046961 Movie Vector: [2.5293607191978076, -1.73700884709429] User Vector: [1.764518234913022, -0.11643640755034249] Predicted: 4.665354181736069 Movie Vector: [1.1720161432422977, -0.6547487240071135] User Vector: [2.007331435675537, -0.7835715441616175] Predicted: 2.86566731615757 Movie Vector: [1.8867475829602989, -0.5744780912603752] User Vector: [1.6679989474044943, -0.5002313803870667] Predicted: 3.434464950989057 Movie Vector: [1.3067323165368736, -0.5951898205432061] User Vector: [1.4295884638219407, -0.47579425139123205] Predicted: 2.1512773401254717 Movie Vector: [2.4765293878121057, -1.7335226318141423] User Vector: [1.7166267170314922, -0.20592299742264875] Predicted: 4.608248689075073 Movie Vector: [1.2460399463199932, -0.27784419963835827] User Vector: [2.2064522272842555, -0.5705817882975508] Predicted: 2.9078604551406593 Movie Vector: [1.9106580029241305, -0.3981333574515825] User Vector: [1.7684628502877136, -0.0389505918059078] Predicted: 3.3944352276666505 Movie Vector: [1.9833129822702795, -0.576966759472413] User Vector: [1.7085475431872317, -0.5522773897105361] Predicted: 3.7072302191003987 Movie Vector: [1.9375780362973296, -0.6023046531211764] User Vector: [1.909670745467129, 0.6644994820892034] Predicted: 3.299904962917718 Movie Vector: [1.5290180459915663, -0.27968870546704094] User Vector: [2.2198211579258746, -0.5933379374265829] Predicted: 3.560096528965882 Movie Vector: [2.1835432255659457, 0.8504029497675318] User Vector: [1.9705097255008548, -0.3679220144109942] Predicted: 3.9898111956896813 Movie Vector: [0.7199656226539949, -0.6533577093180233] User Vector: [2.0515666462498494, -0.6168890687789849] Predicted: 1.880106686764207 Movie Vector: [2.1047164976383455, -0.23810789799811813] User Vector: [1.436089321756624, -0.5404546392244901] Predicted: 3.1512474056925033 Movie Vector: [1.65014201308978, -0.3856078013231765] User Vector: [2.090695154849263, -0.5619382668795275] Predicted: 3.666631691150783 Movie Vector: [2.0992940395992905, 0.04647008817992751] User Vector: [1.8353030589001191, -0.26858293902833885] Predicted: 3.8403596995470948 Movie Vector: [1.9417120733092936, -0.2502846154238609] User Vector: [1.6526575115343682, -0.25368856436502585] Predicted: 3.272479387961108 Movie Vector: [1.7652009271333615, -0.30071951532296165] User Vector: [2.2259202348452836, -0.2832684495696994] Predicted: 4.014380813134691 Movie Vector: [1.7229319370595515, 0.3431215715082635] User Vector: [1.3373155074369338, -0.6125288798566069] Predicted: 2.093931725837498 Movie Vector: [-0.10251045227050781, -1.2685298919677734] User Vector: [1.8694533625167375, -0.7238850424201982] Predicted: 0.7266313049681689 Movie Vector: [1.7699831416653151, -0.8879675040659744] User Vector: [1.0756334645954384, -0.6309501037357907] Predicted: 2.464116287749419 Movie Vector: [1.9147902369494807, -0.24676332250960697] User Vector: [1.5049931775394978, -0.9853949168387087] Predicted: 3.1249055666914045 Movie Vector: [1.6431017239638916, -0.035749640507051275] User Vector: [1.8405412259137184, -0.27515660141148524] Predicted: 3.034033210909048 Movie Vector: [0.8191127786343051, -1.0576737829390856] User Vector: [2.2676904547775267, -0.5842367969956188] Predicted: 2.4754261727058817 Movie Vector: [1.6637327174139287, -0.196480233239546] User Vector: [2.4590394714534134, -0.5423612138255297] Predicted: 4.1977476798618225 Movie Vector: [0.6605469140758761, -0.6964192863843319] User Vector: [1.4822911438077229, 0.034162879221332904] Predicted: 0.9553311528360372 Movie Vector: [2.4490498832035605, 0.1344656306427372] User Vector: [2.5191024759219935, -0.549454416359527] Predicted: 6.0955248898293375 Movie Vector: [1.7653431342888517, -0.2684347611664823] User Vector: [0.6320439527585482, -0.0065854134018342725] Predicted: 1.1175422064447944 Movie Vector: [1.4698072627298437, -0.8523175833433759] User Vector: [1.9440396702983487, -0.9638437905257348] Predicted: 3.6788646367008573 Movie Vector: [0.8188727212033384, -0.5114901833176586] User Vector: [1.9539645362597373, -0.39930427689237347] Predicted: 1.8042884747290355 Movie Vector: [1.2558048494484346, -0.0193349794490942] User Vector: [1.702643323691368, 0.00917022331001294] Predicted: 2.1380104366933783 Movie Vector: [1.6490124747194743, -0.02595075135114204] User Vector: [2.2828717505577614, -1.215643536350219] Predicted: 3.79603085799788 Movie Vector: [1.9683283734616537, 0.28037809068171105] User Vector: [1.9466350605558003, 0.24761533534199845] Predicted: 3.901042937413927 Movie Vector: [1.6280078227985475, 0.16651649788970646] User Vector: [2.090784782188652, -0.16501396328730278] Predicted: 3.37633643392178 Movie Vector: [1.569115587091779, 0.06646978653231524] User Vector: [2.0632142425593574, -0.16783394341252578] Predicted: 3.226265741118139 Movie Vector: [1.8225516817121508, -0.636216756607719] User Vector: [1.3014424606313655, 0.2104880857980547] Predicted: 2.2380300980242893 Movie Vector: [1.948027290849206, -0.3349137092054078] User Vector: [1.6887868019893475, -0.06442873304463949] Predicted: 3.3113808446645883 Movie Vector: [1.9958738482469105, -1.2676592959707167] User Vector: [1.994636887890973, 0.721721532617248] Predicted: 3.0661465913657104 Movie Vector: [1.2653781121526682, -0.057647568337752614] User Vector: [1.5485635628530536, -0.10188660615772058] Predicted: 1.9653919528025856 Movie Vector: [1.8198823109950988, -0.5157200095748838] User Vector: [1.9466613998227256, -0.5303457748531786] Predicted: 3.8162045751196163 Movie Vector: [2.321415986901442, -0.2162096986285773] User Vector: [1.700564127068178, -0.6736484381282758] Predicted: 4.09336607711649 Movie Vector: [1.9082647810899602, 0.699157365697868] User Vector: [2.184917719718418, -0.2577544170397069] Predicted: 3.989190634903571 Movie Vector: [2.252792718153583, 0.018698140157295644] User Vector: [2.029033960474453, -0.7801049614676212] Predicted: 4.556406419136249 Movie Vector: [2.2242260938078284, 0.2693027228003541] User Vector: [1.7939641676771771, -0.4023028284025155] Predicted: 3.881840666024739 Movie Vector: [-1.0015835771895347, 0.44416125807226225] User Vector: [2.177605017705627, -0.8692359708157718] Predicted: -2.5671343656986796 Movie Vector: [2.260518379925993, 0.29574930647325565] User Vector: [1.9917796905522727, -1.112670514168041] Predicted: 4.17338306635828 Movie Vector: [1.9248582539052652, -0.9615661261759334] User Vector: [2.2152407957930063, 0.1432435342130501] Predicted: 4.126286399876844 Movie Vector: [2.1461034958371967, -0.3052075433655774] User Vector: [1.781483079910413, -0.06132639467604092] Predicted: 3.841964343833096 Movie Vector: [1.9191296892243381, 0.05011433146621478] User Vector: [1.8828428734174978, 0.16609534062452894] Predicted: 3.621743415475034 Movie Vector: [0.8899963843536781, 0.134438630244567] User Vector: [1.8816159908609906, -0.7379769710348476] Predicted: 1.5754188154703856 Movie Vector: [1.7607674056102307, -0.22810297663352952] User Vector: [1.802303575811062, 0.37378839231772376] Predicted: 3.088175146384151 Movie Vector: [1.3764792820908531, -0.9977035736824119] User Vector: [1.6066906072220923, -0.835968603288701] Predicted: 3.045625196558614 Movie Vector: [2.5278869510012836, 0.10617755122224846] User Vector: [1.6719412183874078, 0.10426873276361552] Predicted: 4.237549387516603 Movie Vector: [1.4886017055511827, -1.238502517181581] User Vector: [1.873251426608666, -0.4058002406347287] Predicted: 3.2911098880748493 Movie Vector: [1.9703982214678515, 0.2201155701148755] User Vector: [1.575315400554699, -0.01740745177065228] Predicted: 3.1001670123331504 Movie Vector: [0.539482269498917, -0.6761580548634255] User Vector: [0.8013898770695711, 0.333202034443041] Predicted: 0.20703839014940761 Movie Vector: [1.742887986428472, 0.22961197582378146] User Vector: [1.87981856774412, -0.5114037884448697] Predicted: 3.1588887640778096 Movie Vector: [2.1546148386017663, 0.28947122857177615] User Vector: [1.865509194704542, -0.9766757221357164] Predicted: 3.7367342712555853 Movie Vector: [0.6348338280268045, -0.5851659386970162] User Vector: [2.3586662722199714, -0.547789569297009] Predicted: 1.8179089361572358 Movie Vector: [2.334608126839231, 0.25436045348737424] User Vector: [1.9915453231131481, -0.3489573026400722] Predicted: 4.560716958561358 Movie Vector: [1.8909281953349402, -0.3517196280061725] User Vector: [1.9372891706757294, 0.3461373925431253] Predicted: 3.541531400403485 Movie Vector: [1.3931824748068249, -0.45420430701338244] User Vector: [1.8764731344822996, 0.3163636890507965] Predicted: 2.470575735257056 Movie Vector: [2.2551746447581986, -0.13628171800296696] User Vector: [1.407564735938929, -0.5985387592010081] Predicted: 3.255874193740519 Movie Vector: [2.0521874737186523, 0.30610589357837537] User Vector: [2.273965729854011, -0.17592432414498133] Predicted: 4.6127525140273224 Movie Vector: [1.4261537672678346, -0.8874335874120011] User Vector: [2.086060201276901, -0.7826470588818103] Predicted: 3.6695899019394864 Movie Vector: [1.567158224012523, -0.4681944728253339] User Vector: [1.8072597069917637, -1.1700658397193082] Predicted: 3.3800802717369183 Movie Vector: [2.1865904732967945, 0.01606401532464681] User Vector: [2.0995271256981978, -0.02445337668617517] Predicted: 4.590413192062055 Movie Vector: [1.130323983415449, 1.1468531991225572] User Vector: [1.8991386624938467, -0.9378064185300778] Predicted: 1.0711156867994451 Movie Vector: [1.9498037503770382, -0.8234020630561614] User Vector: [2.2366815820333024, 0.3013403053284085] Predicted: 4.112965907958395 Movie Vector: [-0.5721348848879139, 1.3699781456315652] User Vector: [1.8946885921281218, -0.5190850360381738] Predicted: -1.795152594652338 Movie Vector: [2.250491269433241, 0.18088373544449304] User Vector: [2.0423127157640155, -0.1341921291830299] Predicted: 4.571933762685533 Movie Vector: [1.8956148038217844, -1.275990281526692] User Vector: [1.8100382231576129, -0.9910088736500935] Predicted: 4.695652942985082 Movie Vector: [1.88392785097773, -0.4565175661416407] User Vector: [1.816242267725552, 0.11061994542695217] Predicted: 3.371169444038085 Movie Vector: [2.025441460074785, 0.07251139115485725] User Vector: [1.888949803605659, -0.1411099708533872] Predicted: 3.815725167930624 Movie Vector: [2.333790047785062, -0.0903607871164414] User Vector: [2.0307904258117135, -0.6171556642654366] Predicted: 4.79520515649296 Movie Vector: [0.5547936180334139, -0.33491581317461694] User Vector: [1.8583060510015146, -0.32949077854022235] Predicted: 1.141328009476852 Movie Vector: [1.7050550391921815, 0.5178135101444502] User Vector: [1.783168988922806, -0.329956878244704] Predicted: 2.8695451409738624 Movie Vector: [1.3078232072810867, -1.575067468211916] User Vector: [2.1986347719889676, -0.5836158276356973] Predicted: 3.7946598831848917 Movie Vector: [2.091160078789102, -0.11201063610430063] User Vector: [2.005709626761619, 0.06741976235443702] Predicted: 4.186708170659566 Movie Vector: [2.1617211741972815, -0.9968614738719815] User Vector: [1.1124281521970028, 0.11470443842479673] Predicted: 2.290415055829616 Movie Vector: [0.4810509045330027, -1.279098014681352] User Vector: [1.7883159323051654, -0.5981799630622932] Predicted: 1.6254018000013235 Movie Vector: [1.943787634441164, 0.08507428705584194] User Vector: [1.4373321015158558, -0.42187621174797635] Predicted: 2.7579775475715738 Movie Vector: [2.082437904025294, 0.14883947725234795] User Vector: [1.9557745371624218, -0.2304752586167486] Predicted: 4.038475210902437 Movie Vector: [2.0469873259850146, 0.5279045286368308] User Vector: [1.9916584312115184, -0.36598998938988825] Predicted: 3.8836917935465074 Movie Vector: [2.3071412240450506, -0.5745653767695886] User Vector: [1.6160055811864744, -0.9645027134275755] Predicted: 4.282522959578001 Movie Vector: [2.579377239830396, -1.2779714001686784] User Vector: [1.6693269706502658, -0.9153163901036748] Predicted: 5.475572162588453 Movie Vector: [0.9720723615353131, -1.2051968358071086] User Vector: [2.085663885605706, -0.13070776928198996] Predicted: 2.1849448086037158 Movie Vector: [1.8437185640437261, -0.3601546200173875] User Vector: [2.1202479101649225, -0.6792162575400298] Predicted: 4.153763305489944 Movie Vector: [1.7909035685380705, -0.5704710401254884] User Vector: [2.1858459406007937, -0.25741433191455104] Predicted: 4.061486716966918 Movie Vector: [2.423166461504635, 0.2865713270156078] User Vector: [-0.22485782042162022, 0.7582589622476019] Predicted: -0.32757265201992924 Movie Vector: [1.881271348777427, -0.3289367197834315] User Vector: [2.017507016337448, -0.36429270083165566] Predicted: 3.915307391845685 Movie Vector: [2.062770734065208, 0.11834168424845856] User Vector: [2.048115130767541, -0.786651403029651] Predicted: 4.131698299792478 Movie Vector: [1.6768543038856543, -0.39746011441092677] User Vector: [2.298702840052493, -0.2245404543298161] Predicted: 3.94383562536401 Movie Vector: [2.2371716231495715, -0.16809609663294314] User Vector: [2.1321775230911864, 0.5516580955236039] Predicted: 4.677315477643462 Movie Vector: [2.3191869615098053, 0.06151871841682348] User Vector: [2.0023720953148443, -0.36322700608918906] Predicted: 4.621529995636269 Movie Vector: [1.3281392637222156, -1.5804602566118997] User Vector: [1.854777696504694, -0.3273607942053993] Predicted: 2.980783809018672 Movie Vector: [1.8177793030445466, 0.773991511279195] User Vector: [1.8261258267043814, -0.15044120657511645] Predicted: 3.2030535157025968 Movie Vector: [2.0542277197318306, -1.1018611304430854] User Vector: [1.7435294584263703, 0.21507837394715212] Predicted: 3.3446200434172066 Movie Vector: [1.9588493490732815, -0.39919477723324626] User Vector: [1.5543798818746444, 0.17082006351663023] Predicted: 2.976605542620261 Movie Vector: [1.8542840974716983, 0.0006821719795060827] User Vector: [1.3815978912102085, -0.5969695653388069] Predicted: 2.5614677628614313 Movie Vector: [2.0351496272579626, -0.06442949069351668] User Vector: [1.1938145253601262, -0.34819561067441607] Predicted: 2.452025252159273 Movie Vector: [2.1171888023890904, -0.015520346252585748] User Vector: [1.7429240439727955, -0.30472412635116336] Predicted: 3.6948286932664 Movie Vector: [2.174950121123719, -0.3588472719382117] User Vector: [2.038120789059451, 0.4702681884878231] Predicted: 4.2640566005114415 Movie Vector: [1.9788194751131438, -0.12607946628707828] User Vector: [1.6793727618147531, -0.6762277361803525] Predicted: 3.4084339591197184 Movie Vector: [1.9498369384277743, -0.645296809063886] User Vector: [1.5939876326360287, -0.6158986071282186] Predicted: 3.5054533713975013 Movie Vector: [0.7571828665209006, 0.16232743057143972] User Vector: [1.9278673140044051, -0.468585973032052] Predicted: 1.3836837420856938 Movie Vector: [2.4709725313747533, -0.23698712493395255] User Vector: [1.576519438063098, -1.274835257902932] Predicted: 4.197655769167127 Movie Vector: [2.2601396489716397, -0.09461541409439404] User Vector: [2.0438065770571705, -0.5764624232274094] Predicted: 4.673830510519441 Movie Vector: [2.1432025575731437, 0.10714767562607899] User Vector: [2.035339455161756, -0.8369699251484721] Predicted: 4.272465343783612 Movie Vector: [1.3995320400897822, -0.5868100966969899] User Vector: [1.9207379029433727, -0.4453085390958281] Predicted: 2.9494457826709266 Movie Vector: [1.4371718418676125, -0.40889650213280687] User Vector: [-0.25341830624037004, -1.0100736898339544] Predicted: 0.04880994472703831
avg loss: 9.716280483764152: 70%|████████████████████████████████▎ | 49172/70000 [01:19<00:32, 632.60it/s]
Movie Vector: [2.205115941539304, 0.5766810011747495] User Vector: [1.9874333371434743, -0.20186513338585937] Predicted: 4.2661091472585015 Movie Vector: [2.3023141908001663, -0.3821749983975845] User Vector: [1.97527377964914, -0.5735934593522088] Predicted: 4.766913933010491 Movie Vector: [1.7092639955640465, -0.6902813341248856] User Vector: [1.725073053687351, 0.05150252339137355] Predicted: 2.9130540298281176 Movie Vector: [1.749371338922266, -0.5903626671337154] User Vector: [1.6842396363163177, -0.26100451550641224] Predicted: 3.1004478695569357 Movie Vector: [1.9019141609865082, -0.6933032096568144] User Vector: [2.160283438524391, -0.8063876803792166] Predicted: 4.667744830508791 Movie Vector: [2.087588785689775, 0.45886068833614957] User Vector: [2.0930741268443596, 0.12989067406069413] Predicted: 4.429079798925639 Movie Vector: [1.8639268632686476, -0.3132832821747884] User Vector: [1.9400196456152914, -0.3507441813336295] Predicted: 3.7259370210631717 Movie Vector: [-0.4595572903747806, -0.09069269757288452] User Vector: [1.7089469869927982, -0.11080634696486819] Predicted: -0.7753097202221149 Movie Vector: [1.9093275718901745, 0.6990319884259131] User Vector: [2.4201780211622843, -0.22108953249342664] Predicted: 4.466363969168716 Movie Vector: [1.7399352811705913, -0.671077507673271] User Vector: [1.4313088130725224, -1.244804585340896] Predicted: 3.3257450607861125 Movie Vector: [2.111751895346763, 0.03834528476398425] User Vector: [2.068830413607464, 0.1705441388179711] Predicted: 4.375396110654393 Movie Vector: [2.1515313171201513, -0.04680885479352095] User Vector: [1.5597885138450898, 0.20908560048972732] Predicted: 3.3461467781092695 Movie Vector: [1.7397880918200317, -0.6327850098165857] User Vector: [2.114249644699482, 0.6900230693133047] Predicted: 3.241710100293801 Movie Vector: [2.352505341120299, -0.09604835051216394] User Vector: [1.0953750532426514, 0.4792503185608625] Predicted: 2.5308444607030696 Movie Vector: [1.1449588807646436, -0.8048361020853102] User Vector: [2.0639903295985085, 0.5567815294827464] Predicted: 1.9150661817841654 Movie Vector: [0.1294942080489057, -0.6838804467169819] User Vector: [1.334747457733945, -0.5969868011296917] Predicted: 0.5811096652252631 Movie Vector: [2.0897743780517835, -0.22684594097108132] User Vector: [1.9456684545014524, -0.6567403848255607] Predicted: 4.214986974970212 Movie Vector: [1.624217765865354, 0.9048830377211138] User Vector: [1.610193209185145, -0.1302952043771514] Predicted: 2.4974024964969708 Movie Vector: [1.689332895061166, 0.691630900725553] User Vector: [2.210719457646015, -0.5981699318418413] Predicted: 3.3209282928064776 Movie Vector: [-0.22542535202249903, 1.2370789537650355] User Vector: [1.6953403660576136, -0.4764592731105482] Predicted: -0.9715904379077362 Movie Vector: [2.456950164078575, -0.22564809047815462] User Vector: [0.24538863066053762, -0.935090762058936] Predicted: 0.8139090812467862 Movie Vector: [1.1308428773280663, 0.8287766978593734] User Vector: [2.309854110494798, -0.7394185445137382] Predicted: 1.9992692088619184 Movie Vector: [1.942622221024288, 0.12324283449511288] User Vector: [2.033156958439354, 0.16989637863366602] Predicted: 3.970594397567712 Movie Vector: [2.2706733688355274, -0.31232118895194616] User Vector: [1.4301780815761707, -0.3727858879959022] Predicted: 3.3638962142906825 Movie Vector: [2.0802374079807406, 0.4826670385695099] User Vector: [1.3488429107055915, -0.6714272322514229] Predicted: 2.48183768653368 Movie Vector: [2.1319069295051882, 0.06252965669699781] User Vector: [1.8648827381941364, 0.07973325877556367] Predicted: 3.980742125569258 Movie Vector: [2.074568486482116, -0.6588625912562505] User Vector: [1.72042332162152, -0.70068039132642] Predicted: 4.0307881047166605 Movie Vector: [1.0250070389594952, -0.491434008621112] User Vector: [0.04402392375736028, -0.9960108214390042] Predicted: 0.5345984223436868 Movie Vector: [0.6299937566429584, -1.6095848030029365] User Vector: [2.0830460848274956, -0.786227097980198] Predicted: 2.5778052168589083 Movie Vector: [1.756701793233981, -0.5109955872848987] User Vector: [1.5144281614772266, -0.18159530692776693] Predicted: 2.7531930675028207 Movie Vector: [2.074308371901189, -0.11257708802659812] User Vector: [1.7579846066843885, -0.32833722466166815] Predicted: 3.683565435961992 Movie Vector: [1.3256721031143788, 0.27609610980979216] User Vector: [1.4689805739904422, -0.6875199132558244] Predicted: 1.757564993489378 Movie Vector: [1.5757782997244003, -0.04152233359593365] User Vector: [2.200251345452381, 0.8172532202288081] Predicted: 3.4331740632605854 Movie Vector: [1.1171519642498107, -0.6942635317960857] User Vector: [1.5685927280567575, -0.4581657963341749] Predicted: 2.0704442511677064 Movie Vector: [2.0827071207581014, -0.6090952978765483] User Vector: [0.5270507364131408, -0.5420864108262926] Predicted: 1.4278746056055192 Movie Vector: [2.068813247439598, -0.7818398219780596] User Vector: [1.527261787790677, -0.26366685699010484] Predicted: 3.3657646674202946 Movie Vector: [1.7305614807510645, -0.0037625872865248433] User Vector: [1.4668299384361474, 0.14891766355403485] Predicted: 2.537879074562425 Movie Vector: [1.5733237353018843, -0.08614553675427111] User Vector: [1.7115076151057296, -0.23632896126973446] Predicted: 2.713114239214927 Movie Vector: [2.3128627709498235, 0.024393774465481827] User Vector: [1.6461299795740174, -0.2761663152835922] Predicted: 3.8005360070911474 Movie Vector: [2.2625883848636907, -0.6396580231153467] User Vector: [1.8567800332509865, 0.8578088331580525] Predicted: 3.6524246340517372 Movie Vector: [1.9159281734838238, -0.5254111807160875] User Vector: [1.5349674093104382, -0.2014510091406779] Predicted: 3.0467319174463956 Movie Vector: [1.9410715581698077, -0.41998201379211947] User Vector: [1.617155102241569, -0.22398960603638315] Predicted: 3.2330853799219605 Movie Vector: [0.7145954410233775, 0.13222367111871863] User Vector: [1.935578733148396, -0.46529576824954594] Predicted: 1.3216326238156888 Movie Vector: [1.5681416646243915, 0.26950694984527224] User Vector: [1.819372401739179, -0.24340264262416667] Predicted: 2.787434962837035 Movie Vector: [1.429385676131421, -0.34439032269097664] User Vector: [1.8561666629254896, 0.04436353879831365] Predicted: 2.6378996670558896 Movie Vector: [2.3757298149654384, 0.42630085452616] User Vector: [1.2466459382484842, -0.37998061669077204] Predicted: 2.7997078626038334 Movie Vector: [2.2832559975544164, -0.42610159864421193] User Vector: [2.0904810437394596, -0.3294804324405238] Predicted: 4.913495519876831 Movie Vector: [2.046563295725839, -0.8464110490020165] User Vector: [2.173616512894013, 0.6684305176399815] Predicted: 3.882676798651859 Movie Vector: [2.63897996920793, -0.33456191427674487] User Vector: [1.9994224608359885, -0.5776020443797285] Predicted: 5.469679469788444 Movie Vector: [1.8789894621827323, -0.8798401789458985] User Vector: [1.8575735758730154, 0.1529750911820416] Predicted: 3.3557675426946196 Movie Vector: [1.5545883727124772, -0.22355188365228004] User Vector: [2.016489975778508, -0.30867508612954153] Predicted: 3.2038167669773223 Movie Vector: [1.3726148057413843, -0.28718573764271343] User Vector: [1.8026185711486626, -0.24131763717692611] Predicted: 2.5436039235018852 Movie Vector: [2.1595663018257656, -0.258749950469747] User Vector: [2.0510868859730214, -0.4421697433494091] Predicted: 4.5438695202549635 Movie Vector: [0.14578992058436196, -1.9226030488571544] User Vector: [1.5999077812477, -0.47611289180854044] Predicted: 1.1486265257617012 Movie Vector: [1.7701221624608505, -0.5758570731888071] User Vector: [1.1183161957413834, -0.6523632332454448] Predicted: 2.3552242648734385 Movie Vector: [1.9584675555581088, 0.15840302673866963] User Vector: [1.6449188085259372, 0.10313372421187691] Predicted: 3.2378568120993414 Movie Vector: [2.042677340660559, -0.4673495241755721] User Vector: [1.7898038632424538, 0.48787291951803846] Predicted: 3.427984618877188 Movie Vector: [1.381147249686561, -0.04127250405279452] User Vector: [1.7762932507637152, -0.46982577468352765] Predicted: 2.4727134241188393 Movie Vector: [2.023791263395544, -1.3225123995751598] User Vector: [1.893619083344534, 0.12507389054310883] Predicted: 3.666877985965379 Movie Vector: [1.8601652404495566, -0.29908496092264786] User Vector: [2.1803074337327963, -0.7884270105562117] Predicted: 4.291538763366088 Movie Vector: [2.0957737591277192, 0.8667907495727435] User Vector: [1.6485683953329269, 0.21838853881942413] Predicted: 3.6443235483274248 Movie Vector: [2.2916300798431095, -0.6262411282559114] User Vector: [1.7504633115015282, 0.49687374787744076] Predicted: 3.7002516018271687 Movie Vector: [2.0102980449221173, 0.12020165966021096] User Vector: [0.09213712522497242, 0.42143342413042784] Predicted: 0.23588007972126937 Movie Vector: [1.4966731357176155, -1.610205806329742] User Vector: [1.844443053097, -0.36840957507066907] Predicted: 3.3537436048175238 Movie Vector: [2.0615483110731234, -0.22464215882324112] User Vector: [2.0273267726645634, -0.44582760625211293] Predicted: 4.2795837601114295 Movie Vector: [1.5831613436233163, -0.09470480085402361] User Vector: [1.5235668270150908, -0.07173778940083136] Predicted: 2.4188460180160374 Movie Vector: [2.0721849006798783, -0.6578918232995024] User Vector: [1.916767803381333, -0.11112374262374382] Predicted: 4.0450047019227355 Movie Vector: [2.0221027152390074, -0.254004059929903] User Vector: [1.9119644022538427, -0.2767105848568141] Predicted: 3.93647402121703 Movie Vector: [2.2481909351748732, -0.4911575573761501] User Vector: [1.7834936838074968, -0.27395836355505665] Predicted: 4.144191053544125 Movie Vector: [1.761064857138499, -0.0006657787042232016] User Vector: [1.4092171147178094, -0.20320752832475736] Predicted: 2.4818580280525433 Movie Vector: [1.929196616951476, -0.5872085182804557] User Vector: [1.9457868878193656, -0.5027129738703242] Predicted: 4.049002821796416 Movie Vector: [1.9288164632104035, 0.023479560568781054] User Vector: [2.0035314586500745, -0.3289599988110075] Predicted: 3.8567206257874282 Movie Vector: [1.8307897573777836, -1.3420640001362971] User Vector: [2.2327684591987187, -0.5776996394761056] Predicted: 4.863039514729788 Movie Vector: [2.2223627393406584, -0.5129365677470565] User Vector: [1.7491520028311185, -0.07480699284408698] Predicted: 3.925621478687888 Movie Vector: [2.105117852120458, 0.294571593208166] User Vector: [1.5174689464362703, -0.14471675939091982] Predicted: 3.1518215228037096 Movie Vector: [0.8522636529050788, 0.2551967883607725] User Vector: [1.8328861004658943, 0.16476183878804038] Predicted: 1.6041488954451315 Movie Vector: [1.1194236993043571, 0.5270697129684871] User Vector: [1.18210394394359, -0.7419704782723842] Predicted: 0.9322050028774875 Movie Vector: [1.6271002897421922, -1.0463078043852347] User Vector: [1.8241748957899337, -0.5701065333793195] Predicted: 3.564622416686028 Movie Vector: [1.9885290545711651, 0.44616724422043413] User Vector: [1.684143729287583, -0.23848367163099785] Predicted: 3.2425651351990203 Movie Vector: [0.9743825394782494, -0.9328989381688999] User Vector: [2.1017745775291727, -0.9484462619759788] Predicted: 2.932736960971353 Movie Vector: [2.241405260749158, 0.3379766511102011] User Vector: [2.1370350752875162, -0.636569827356506] Predicted: 4.574815921707161 Movie Vector: [1.71617549347125, 0.5362272472417446] User Vector: [1.960366331910759, -0.12335643072585407] Predicted: 3.2981855777736797 Movie Vector: [2.250598889932929, 1.071862310890433] User Vector: [1.6565840020074971, -0.053441663150086555] Predicted: 3.6710240114368418 Movie Vector: [2.2852530782660825, -0.8116854576345381] User Vector: [1.6520869851628202, -0.6422379742580553] Predicted: 4.296732092452595 Movie Vector: [-1.0487375073627945, -0.6986735220939584] User Vector: [1.483443093613169, -0.6845078219577562] Predicted: -1.0774949214423377 Movie Vector: [2.1670615604968306, 0.13886713190283254] User Vector: [1.8936879963041429, -0.03863916478014258] Predicted: 4.098372754372833 Movie Vector: [1.822641980074009, 0.43827613418874234] User Vector: [2.00514494140216, -0.3440420298716092] Predicted: 3.503875935482039 Movie Vector: [2.052746093357771, 0.27573628404260464] User Vector: [1.6129902203132724, -0.21026538475936948] Predicted: 3.253081577516023 Movie Vector: [1.8511296255658023, -0.8689941828337998] User Vector: [1.8017499421151457, -0.6962544879737116] Predicted: 3.940313795531897 Movie Vector: [1.8541338412125934, -0.49990348994279593] User Vector: [1.9417184207371856, 0.467184727121027] Predicted: 3.366658558458914 Movie Vector: [1.9586656278502677, 0.008489001097074643] User Vector: [1.9174838513921983, 0.06788512183094036] Predicted: 3.7562859885535476 Movie Vector: [2.2898322998177876, 0.1782987950527462] User Vector: [1.840009232296998, -0.22452508996527798] Predicted: 4.173280019076678 Movie Vector: [1.6071489980798355, 0.023095328621974533] User Vector: [1.3382062977355897, -0.7812652116773237] Predicted: 2.132653333825275 Movie Vector: [2.543652395142924, -1.2583829453894366] User Vector: [0.05233772284715277, -1.478598144910856] Predicted: 1.9937716627167668 Movie Vector: [1.4730689103449974, -0.26473401210050274] User Vector: [1.701918739133086, -0.24077835930270775] Predicted: 2.570785803635689 Movie Vector: [1.6286090337170547, 0.4254510047936098] User Vector: [1.9966225581370558, -0.31196454687870084] Predicted: 3.1189919051757378 Movie Vector: [1.973953356310526, -0.3560274972815865] User Vector: [2.01665942338542, -0.11968404019235608] Predicted: 4.023402446621133 Movie Vector: [1.7631987423308357, -0.23899131986968675] User Vector: [1.7201186132337802, -0.9361809133304668] Predicted: 3.2566500876273197 Movie Vector: [1.4552633846910892, 0.07573119220747457] User Vector: [1.5622358519017505, 0.9880961948878229] Predicted: 2.348294336378833 Movie Vector: [1.8132440753574142, -0.07825626755303891] User Vector: [1.7807281456729793, -0.040518850418403245] Predicted: 3.2320656139630084 Movie Vector: [2.003190499866669, -0.25338915584211386] User Vector: [1.9464942771619076, -0.11522010542889993] Predicted: 3.9283943693062406 Movie Vector: [-0.3440790324831491, -1.5081336603077322] User Vector: [2.1861138779130096, 0.5208224063421844] Predicted: -1.5376657500574131 Movie Vector: [2.2313227572182344, 0.2825357852083509] User Vector: [1.6204110398013312, -0.9226661324929284] Predicted: 3.3549738289273305 Movie Vector: [1.932841375706192, -0.875405360595456] User Vector: [1.7949965403170907, -0.6991600627341296] Predicted: 4.081492049206053 Movie Vector: [0.9283804243382429, -0.4974500907841811] User Vector: [1.8840949046470725, -0.03925389818171375] Predicted: 1.768683682283897 Movie Vector: [1.8389526750633056, -1.2449673607501361] User Vector: [2.267016897363549, 0.2793731348608524] Predicted: 3.8211263534482063 Movie Vector: [-0.7457637786865234, -1.2251949310302734] User Vector: [1.8672060492803566, -0.4916819473307354] Predicted: -0.7900884093489426 Movie Vector: [2.3168757784496234, -0.5017080782080574] User Vector: [1.765967540544642, 0.06286970954814705] Predicted: 4.0599851790612345 Movie Vector: [-0.37573698626518126, -1.0793651497787615] User Vector: [2.0954138665712065, -0.4474808116062888] Predicted: -0.3043292979611922 Movie Vector: [2.3230325866438326, -0.3881913473546936] User Vector: [1.9577857023466525, 0.655048175853402] Predicted: 4.29371595024989 Movie Vector: [1.7692234775593816, 0.2876576580652486] User Vector: [1.9638175969280216, -0.3539796857417304] Predicted: 3.372607230726164 Movie Vector: [1.8473259350762758, -0.2692889590947578] User Vector: [2.137162372228878, -0.5280218698626307] Predicted: 4.090225937402119 Movie Vector: [1.768781316638774, -0.8506908852850658] User Vector: [1.409619276406935, -0.4804288544843201] Predicted: 2.9020046872202108 Movie Vector: [1.2234125999281993, -1.2559321745972025] User Vector: [1.8968270945584065, -0.18363195721237396] Predicted: 2.5512314507152296 Movie Vector: [2.492132536025652, -0.3597158788124246] User Vector: [1.8180722591417113, -0.6773010253494222] Predicted: 4.774512963406844 Movie Vector: [2.0820440583279103, -0.1990389400250062] User Vector: [2.146709862592959, 0.29843323905165414] Predicted: 4.410144678796524 Movie Vector: [2.1265580230775414, -0.473289958902367] User Vector: [1.619067792014964, -0.6485766032951051] Predicted: 3.750006396934439 Movie Vector: [2.3142711118371198, -0.21337938258751138] User Vector: [1.8322824082758604, -0.091685299530045] Predicted: 4.259961998806244 Movie Vector: [1.8017997159500165, 0.25919535838158314] User Vector: [1.9008590103479566, -0.7373277208342214] Predicted: 3.2338553020596756 Movie Vector: [1.7623850617021766, 0.7890098674041922] User Vector: [1.753268027227904, -0.2703183134965171] Predicted: 2.876649563657691 Movie Vector: [1.490205191069967, -0.24085127945040258] User Vector: [2.134476763044712, -0.2759520916001455] Predicted: 3.2472717668363593 Movie Vector: [1.779780432357266, -0.5148735639600337] User Vector: [1.7979638704464087, -0.39383058802526816] Predicted: 3.402753873158898
avg loss: 9.698858479368115: 70%|████████████████████████████████▎ | 49240/70000 [01:20<00:32, 643.58it/s]
Movie Vector: [1.8535918375039726, -0.45836520960560473] User Vector: [2.046532253012368, -0.5148105085088801] Predicted: 4.029406706012181 Movie Vector: [2.596721023549945, -0.3223539622888602] User Vector: [1.5279720313084457, -1.7642402463341043] Predicted: 4.536426930930229 Movie Vector: [1.8528942328938018, -0.6241416779326938] User Vector: [1.6083961886426366, -0.19530234923718442] Predicted: 3.102084358101406 Movie Vector: [1.7981725899454881, -0.31393192869943254] User Vector: [1.5666446347594558, -0.4963222136767479] Predicted: 2.9729088302055273 Movie Vector: [1.9604857233987112, -0.3990149463119468] User Vector: [1.7057005817792876, -0.4129895225621598] Predicted: 3.508790631143706 Movie Vector: [2.278044776929282, 0.7035741381132116] User Vector: [1.4196771351937436, 1.3033148702111796] Predicted: 4.151066719252997 Movie Vector: [1.4093119305061026, -0.8743944465867936] User Vector: [2.0275748884973797, -0.17846075221781915] Predicted: 3.0135305710269007 Movie Vector: [2.202024476863215, 0.20981834824674675] User Vector: [1.6155224259379541, 0.8085092843903385] Predicted: 3.7270600074297553 Movie Vector: [1.4985761577212757, -0.30154696350234417] User Vector: [2.0028318202757935, -0.16529766267893933] Predicted: 3.051241022045676 Movie Vector: [1.23400285988279, -0.47507752599104863] User Vector: [2.323886360453388, -0.6567993765234029] Predicted: 3.17971303771329 Movie Vector: [1.689561771874475, -0.3931732779379767] User Vector: [1.6362118108317798, -0.07847621868508156] Predicted: 2.795335678411476 Movie Vector: [1.6891466582773609, -0.886597711241905] User Vector: [2.117683420505118, 0.19197848248528981] Predicted: 3.406870189856439 Movie Vector: [1.7557471441577053, 0.15332895222278603] User Vector: [2.1151253509759105, -1.151615708808239] Predicted: 3.5370492645166505 Movie Vector: [1.793641749742137, -0.6877622134134584] User Vector: [1.9303089189295195, 0.047457446703729804] Predicted: 3.429643228303688 Movie Vector: [0.3114509598727291, -0.42584121508896644] User Vector: [1.6562742227913376, -0.4088152138761454] Predicted: 0.689938563924694 Movie Vector: [1.505940856120244, -0.26938455915005405] User Vector: [2.120207589987884, -0.5216409972230438] Predicted: 3.3334292632905176 Movie Vector: [1.8965346642878296, -0.2037435424513448] User Vector: [1.6465062707249707, 0.047273806598135765] Predicted: 3.1130244845757242 Movie Vector: [1.6655610991267273, -0.3410949446490063] User Vector: [1.9165235975341066, -0.3500227924395834] Predicted: 3.3114781546242864 Movie Vector: [2.2389674676206304, -0.12938993999348156] User Vector: [1.3639352893130599, 0.18867307491300872] Predicted: 3.029394342870294 Movie Vector: [1.3445990156229506, 0.3985477460139217] User Vector: [2.043087984024004, -0.7559073132870249] Predicted: 2.4458689362437713 Movie Vector: [1.9861101019047038, -0.7858160110762978] User Vector: [1.7782506066761679, 0.22362984983267536] Predicted: 3.3560695770846007 Movie Vector: [1.3697935974400355, 0.008830160197260153] User Vector: [2.113453088419759, -0.4797989400449942] Predicted: 2.890757807504182 Movie Vector: [2.0373832279961843, 0.863267822784749] User Vector: [2.262342475434046, -0.577034917899184] Predicted: 4.111122938187091 Movie Vector: [1.6782800045788508, 0.4474664840211157] User Vector: [1.5382988178006831, -0.5253095922586516] Predicted: 2.3466377107116267 Movie Vector: [2.071914019028863, -0.4514003118405668] User Vector: [1.9271310244276814, 0.30586742643839215] Predicted: 3.854781134341005 Movie Vector: [2.2371633284510173, -0.12963950644092892] User Vector: [2.1808906854632752, -0.25583589430236015] Predicted: 4.9121751039460735 Movie Vector: [2.1286719313060094, -0.3508073032635822] User Vector: [1.3474858770879603, -0.7826055255587886] Predicted: 3.142899098328858 Movie Vector: [1.4237960094551618, 0.14154819863624377] User Vector: [1.2493316248875248, -0.6949852415851325] Predicted: 1.6804194729758408 Movie Vector: [1.2053450437015958, -0.5905722847003547] User Vector: [1.657425729289625, 0.005328739578469744] Predicted: 1.9946228821953222 Movie Vector: [1.7483829836616158, -0.4962408304225103] User Vector: [0.6724345225969864, -0.7415638589769381] Predicted: 1.5436673421252305 Movie Vector: [2.137337570279979, 1.0382429255836643] User Vector: [1.5909145131028835, -0.674450764811006] Predicted: 2.7000776247389533 Movie Vector: [1.7881406740755648, -0.6641346234841145] User Vector: [1.8205290733223576, -0.04979989092426439] Predicted: 3.28843591615334 Movie Vector: [2.2174427682159332, 0.06618675053074359] User Vector: [1.9478085733141817, -0.794148347799161] Predicted: 4.266591936184342 Movie Vector: [1.4834367167437152, 0.16601057539841121] User Vector: [2.4664162211511744, 0.3809244511827148] Predicted: 3.7220098685521057 Movie Vector: [1.5926000907923414, 0.1693110323817944] User Vector: [1.7020159252233058, -0.5646185363328707] Predicted: 2.6150345697522317 Movie Vector: [1.4222125253514453, -0.8154542383499026] User Vector: [2.1559034714092205, -0.7845032418720164] Predicted: 3.7058794140706297 Movie Vector: [1.4939579359957318, -0.3011658125493598] User Vector: [2.0440793916519255, -0.5142039530154513] Predicted: 3.208629280289713 Movie Vector: [1.8991756517194032, -0.4817810357359466] User Vector: [1.9573626248863598, -0.3176241682987233] Predicted: 3.8704007395474815 Movie Vector: [1.9958174815019907, -0.2585899801064959] User Vector: [1.4177026320830033, 0.7849231033381707] Predicted: 2.6265024470052967 Movie Vector: [2.039489846142488, -0.9457496783576929] User Vector: [2.058755339432902, 0.48793084678593907] Predicted: 3.737350169056436 Movie Vector: [1.8299076086775565, -1.3987769263988081] User Vector: [1.7175490801903537, -0.6997675604560131] Predicted: 4.121774847525721 Movie Vector: [1.2374021346887853, -0.9119309882241137] User Vector: [1.2680587383616695, -0.37613830477106347] Predicted: 1.9121107657383165 Movie Vector: [1.5114565424148267, 0.5653779076380834] User Vector: [1.8519990638226729, 0.465175553738943] Predicted: 3.0622160828182237 Movie Vector: [1.9558499595252552, -0.8971842001023774] User Vector: [2.047605425488809, -0.040357874313128865] Predicted: 4.041017435749437 Movie Vector: [1.467480180597817, -0.6056582284058133] User Vector: [1.7504173263412148, -0.32278648237574425] Predicted: 2.7642010232497913 Movie Vector: [1.7780098972824225, 1.2213375988668056] User Vector: [2.484973355705874, 0.3830011697581683] Predicted: 4.886080949963777 Movie Vector: [1.7502736898396218, 0.14297243215867955] User Vector: [2.0333467580990825, 0.38530931060647866] Predicted: 3.6140019422923064 Movie Vector: [1.2224466588434302, -1.6569101033099147] User Vector: [2.343836720221013, -0.5425046644348299] Predicted: 3.764096827103546 Movie Vector: [1.9860991776844674, 0.03656729296730971] User Vector: [1.3784804315491272, -0.24988559229700244] Predicted: 2.7286612118920175 Movie Vector: [0.9198404193976017, -0.1407499468681656] User Vector: [1.2765646470056817, -0.6828626350036867] Predicted: 1.2703486398848822 Movie Vector: [0.612074298899788, -0.3497117801989187] User Vector: [1.4836189079194495, 0.032763008121383705] Predicted: 0.8966273930044655 Movie Vector: [1.8300817441120707, 0.11844848792067915] User Vector: [2.0160782055506754, -0.23609045934628106] Predicted: 3.661623360758448 Movie Vector: [1.9564770949382315, 0.8646844475601323] User Vector: [1.4009342873844666, -0.780363787144522] Predicted: 2.066127414598329 Movie Vector: [2.3121088438885082, -0.5018777844933722] User Vector: [1.5654044320149223, -0.24824492985954705] Predicted: 3.743974046933591 Movie Vector: [2.079695278800421, -1.2373301008713447] User Vector: [1.6572702218687705, 0.0007330339616734433] Predicted: 3.4457100511312686 Movie Vector: [2.2707511031346437, 0.57001438730518] User Vector: [1.616715038099364, -0.7397236503917854] Predicted: 3.2495043328652735 Movie Vector: [1.3967595225804779, 0.4738999684440466] User Vector: [1.7390178716624853, -0.6893576638416299] Predicted: 2.1023031970410013 Movie Vector: [1.7391458838837224, -0.32303295726197756] User Vector: [1.3800430398231196, -0.41426244436761045] Predicted: 2.5339165947774034 Movie Vector: [2.494537902468022, -0.3484125915445521] User Vector: [1.542951457635973, -0.28357988787455285] Predicted: 3.9477536963855036 Movie Vector: [2.1543664416318062, -0.18656903422054233] User Vector: [1.6305646234456646, -0.8225000717971466] Predicted: 3.666286749704863 Movie Vector: [1.3283749961401956, -0.23067955438673413] User Vector: [1.92545111226561, -0.6545457833070467] Predicted: 2.70871144344295 Movie Vector: [2.1720310441480004, -0.10435320374234938] User Vector: [2.0439953477365425, -0.03870186552538896] Predicted: 4.443660013036237 Movie Vector: [2.000468605811106, -0.17091034184558418] User Vector: [1.0870346714119166, -1.0557357715984108] Predicted: 2.3550148952102266 Movie Vector: [0.6401513356695749, -2.5486404527029918] User Vector: [1.9766273715856268, -0.1715018764045064] Predicted: 1.7024372719605738 Movie Vector: [0.884909932492074, -0.5247084252409591] User Vector: [0.8284543518576524, -0.8420480337599887] Predicted: 1.1749371823465695 Movie Vector: [2.238298698258777, -0.7563526003076416] User Vector: [2.071300881287244, -0.19827959078489518] Predicted: 4.786159350365586 Movie Vector: [2.5067914723165687, -1.7371528090026884] User Vector: [1.9430655948003934, -0.7926781217582861] Predicted: 6.24786328904473 Movie Vector: [1.6437357432458797, -0.5750189669329876] User Vector: [1.945581445247859, -0.38730703958276763] Predicted: 3.420730656736639 Movie Vector: [0.8778550923168473, 0.255712151307677] User Vector: [1.5920426261806646, -0.25402714807394683] Predicted: 1.3326248980536408 Movie Vector: [1.6542845474521735, 0.4556606291725086] User Vector: [1.738300549298067, -0.21195753765861505] Predicted: 2.779063032564037 Movie Vector: [2.220460629940332, -0.8477817178729441] User Vector: [2.1725775911707186, -0.4050030960542907] Predicted: 5.1674772272019505 Movie Vector: [2.2378904986685786, -0.13468585053336052] User Vector: [1.259204538748293, -0.33221591208837337] Predicted: 2.862706655825494 Movie Vector: [1.8347196322450519, 0.048513840950882375] User Vector: [1.826132453884537, -0.11888427792391373] Predicted: 3.3446735312710305 Movie Vector: [1.4542336819112804, -0.24142395025735375] User Vector: [1.8455897148643692, -0.7264069520812638] Predicted: 2.859290762210665 Movie Vector: [1.7525073728717473, -0.21606020763604802] User Vector: [1.6934035369813418, -0.7204729506373208] Predicted: 3.1233677191177516 Movie Vector: [1.6385787157240124, -1.3224994491662432] User Vector: [1.6821121771699037, 0.23226190643620317] Predicted: 2.4491069676466033 Movie Vector: [2.2597736550882304, -0.31941250208675975] User Vector: [2.0300536400482803, -0.5113765127130495] Predicted: 4.750801785631146 Movie Vector: [1.3696896279026975, -1.0071641395040203] User Vector: [0.9698884559944988, -1.706453226211734] Predicted: 3.047124653579627 Movie Vector: [0.7516489909516452, -1.971459163550848] User Vector: [1.4295877755137598, -0.7961360020760904] Predicted: 2.64409782566737 Movie Vector: [1.8977853748050069, -1.4264318326603198] User Vector: [1.5987256403302932, -0.26054185400248553] Predicted: 3.4056833328340828 Movie Vector: [1.8671763809990947, -0.628999405233102] User Vector: [2.046727933284851, -0.7219052449477179] Predicted: 4.275680025067336 Movie Vector: [1.9054408898543744, 0.14126262294140643] User Vector: [1.8031942303973687, -1.0848840456263757] Predicted: 3.28262645307617 Movie Vector: [1.8143126506373146, -0.31945602579913057] User Vector: [2.1468217869909676, 0.34860114520995994] Predicted: 3.7836431903637195 Movie Vector: [1.7231073003822346, -0.047710286751369686] User Vector: [1.9982500316473364, -0.43059597473766076] Predicted: 3.4637430749492757 Movie Vector: [2.131543934646721, -0.5932402362684481] User Vector: [1.9656736737995972, -0.8553946532528334] Predicted: 4.697374323080747 Movie Vector: [2.0590166195014605, -0.3855973242832983] User Vector: [1.8051058674104605, -0.11815282851586056] Predicted: 3.7623023954899573 Movie Vector: [0.10432578920792757, -0.3632991988185325] User Vector: [1.7953170592428462, 0.37469347791871327] Predicted: 0.05117202875356755 Movie Vector: [1.9894854539185514, 0.3109568068138031] User Vector: [1.8184373756342291, -0.6474687096104054] Predicted: 3.4164199052338184 Movie Vector: [1.6062216658791213, -0.24956375139286527] User Vector: [1.8921689326146545, 0.8478040114420798] Predicted: 2.8276615855276237 Movie Vector: [1.2567155145744273, -0.755232181473751] User Vector: [1.4143127422042554, -0.057668082671714346] Predicted: 1.8209415574659578 Movie Vector: [1.8431851640941128, -0.6865441679891884] User Vector: [2.13982906324833, -0.024157294291998196] Predicted: 3.9606862325872947 Movie Vector: [2.106424229767362, 0.11145053573628769] User Vector: [2.1397526538586775, 0.37223801509007376] Predicted: 4.548712962000135 Movie Vector: [1.9251729568188163, -0.6502386335050651] User Vector: [2.0458013686337018, -0.5393522943780699] Predicted: 4.289229168790743 Movie Vector: [1.3713659756129628, -1.5172257476046305] User Vector: [1.6005310486637276, -0.14112250111168384] Predicted: 2.409028515302581 Movie Vector: [2.509851841227114, 0.07372290173035449] User Vector: [1.9251964874820315, -0.21789194702526837] Predicted: 4.81589432223237 Movie Vector: [1.2790602461072005, -0.5136929134901291] User Vector: [1.9333682214188768, -0.4745196097285809] Predicted: 2.7166517939335426 Movie Vector: [1.9249059097861834, -0.5860999723381566] User Vector: [2.045878742153873, -0.2240351805028981] Predicted: 4.069431094573436 Movie Vector: [1.1398733082143546, -0.47171746063231174] User Vector: [1.7365998943494603, 0.1829054841948734] Predicted: 1.893224156076689 Movie Vector: [1.5370624755643498, -0.6819205653879411] User Vector: [2.3640197786404595, -0.07486176482246551] Predicted: 3.6846958702338655 Movie Vector: [2.395007621724104, 0.032990103171269186] User Vector: [2.0159676413619607, -0.32880861265747885] Predicted: 4.817410436155889 Movie Vector: [0.8193642001198629, 2.2587552553991372] User Vector: [1.6276031298041078, -0.14334046982069243] Predicted: 1.0098286970456578 Movie Vector: [1.8942561339975053, -0.8421491426910296] User Vector: [1.9763147837957584, -0.9128269023655334] Predicted: 4.512382795167511 Movie Vector: [1.7408836420548357, 0.09560599712948477] User Vector: [2.522518636489894, -0.39442539221138695] Predicted: 4.353701998128167 Movie Vector: [2.286596083467939, -0.5623031395192529] User Vector: [0.5904178820232712, -0.617059794732618] Predicted: 1.6970218764931044 Movie Vector: [1.8352142287084108, -0.31606202537653744] User Vector: [1.3255845982187964, -0.47021293686311927] Predicted: 2.5813481691910645 Movie Vector: [0.8388761437464757, -2.0200358776834237] User Vector: [2.088444969427659, 0.09479040714876294] Predicted: 1.5604666390794806 Movie Vector: [0.9345403372870827, -1.1748962929212627] User Vector: [2.155843144647111, -0.3986138101421067] Predicted: 2.4830522673797377 Movie Vector: [1.347777039141387, 0.426525129544738] User Vector: [1.6624380774339673, -0.24335377943720451] Predicted: 2.1367993674601973 Movie Vector:
avg loss: 9.683505897899256: 71%|████████████████████████████████▍ | 49367/70000 [01:20<00:34, 602.80it/s]
[2.0196453623800625, -0.24539747147913424] User Vector: [1.8797756087523234, -0.24021809962962837] Predicted: 3.8554290047844226 Movie Vector: [2.4636330094536025, -0.0009594899297819093] User Vector: [1.9679213300005212, 0.5499220574039922] Predicted: 4.847708303920876 Movie Vector: [1.4747674694406399, -0.2963383025205716] User Vector: [1.7717172195663267, -0.3111730613313372] Predicted: 2.7050834172492966 Movie Vector: [1.6702362614542727, -0.8263547089298298] User Vector: [1.7632315816246926, -0.5231345724336437] Predicted: 3.3773080423054656 Movie Vector: [0.30226208595284054, -1.1999726004015463] User Vector: [1.829148592270193, 0.16469321912207657] Predicted: 0.35525491859887054 Movie Vector: [2.0783923734927234, 0.7967738615031765] User Vector: [1.830809091683424, -0.24721580715181193] Predicted: 3.608164560186995 Movie Vector: [1.5672368385961715, 0.017595288175577838] User Vector: [1.9375071035218345, -0.36494761388470115] Predicted: 3.030111149245894 Movie Vector: [1.474128589656376, -0.26155769234677456] User Vector: [1.4864661351373, 0.031136230292654183] Predicted: 2.183098306818188 Movie Vector: [2.1511432712314993, -0.3593100483980187] User Vector: [2.3411844401335005, 0.551144104884751] Predicted: 4.838191540104642 Movie Vector: [2.346953860374072, -0.30563130357991625] User Vector: [0.8616424715252315, -0.7245379593560022] Predicted: 2.243676605819506 Movie Vector: [1.4972617566905062, -1.148796625094688] User Vector: [1.4274007230142725, -0.7538799753182794] Predicted: 3.003247285413754 Movie Vector: [2.6320767137684054, -0.5634179409582852] User Vector: [1.4079843784068367, 0.04506141112543755] Predicted: 3.680534488281349 Movie Vector: [1.866450657072874, 0.04546724066936751] User Vector: [2.1648767027529403, -0.5119936854803119] Predicted: 4.017356604216053 Movie Vector: [1.733094019197915, 0.8960728815244152] User Vector: [1.6500797219227776, -0.5828120385149067] Predicted: 2.3375012345249533 Movie Vector: [1.1763610161291769, -1.251377107639469] User Vector: [1.427181931382434, -0.7537121041446977] Predicted: 2.6220592598796912 Movie Vector: [2.1581381338867622, 0.35139461541011524] User Vector: [1.8664798369557294, -0.15247803805523225] Predicted: 3.9745413507239986 Movie Vector: [1.7686052703321238, -0.9180525499730698] User Vector: [1.9984677254044814, -0.5921684044245843] Predicted: 4.078142265434491 Movie Vector: [0.924009727422281, -0.5329755559863176] User Vector: [2.1812832614130016, -0.5862885671360456] Predicted: 2.3280044268467672 Movie Vector: [1.8650939753993092, -0.02300221272004477] User Vector: [1.6941779588892674, -0.3248743033801377] Predicted: 3.1672739322122974 Movie Vector: [2.0202319837674683, -0.10247728901126996] User Vector: [1.9376426997298613, 0.1912794994797278] Predicted: 3.894885950557695 Movie Vector: [2.3664085522755878, -1.06617340058535] User Vector: [0.618988544456943, -0.18574180523858402] Predicted: 1.6628127574856104 Movie Vector: [2.1530365187676255, 0.2852672375367491] User Vector: [2.017547600571839, -0.7543563024046028] Predicted: 4.1286605238777705 Movie Vector: [-0.1535474640152471, -1.4889617476555006] User Vector: [1.892680710434058, -0.5156659376281765] Predicted: 0.4771905324195362 Movie Vector: [1.069067246342132, 0.6451401703847611] User Vector: [1.3037377556009897, -0.6818927548667907] Predicted: 0.9538669242737261 Movie Vector: [1.4382674326257832, -0.024183912909686273] User Vector: [0.9630275452985919, -1.2841178366154928] Predicted: 1.416146149051 Movie Vector: [1.5697728096057357, -0.301416913289335] User Vector: [0.7681150107606065, -0.6125865375736469] Predicted: 1.390410001820067 Movie Vector: [1.6724369003728494, -0.0998313136346328] User Vector: [1.7334437035699688, -0.9406082317679938] Predicted: 2.9929773699623388 Movie Vector: [2.2914837458231947, -0.1395055960533556] User Vector: [1.8444588560917232, -0.05586362353826821] Predicted: 4.234340776673233 Movie Vector: [1.6659273180586032, -0.18605098766495776] User Vector: [1.586662243026919, -0.6253363864959381] Predicted: 2.759608427521088 Movie Vector: [2.2347569511526695, -0.07947812597388323] User Vector: [1.9409050643365018, -0.07308565482555791] Predicted: 4.343259794934526 Movie Vector: [1.9752342377064271, 0.058566894018219066] User Vector: [1.991210012666806, -0.11925326272554922] Predicted: 3.926121898283949 Movie Vector: [1.4856260521420241, -0.4323391770608928] User Vector: [1.1187076100821058, -0.4673739834557126] Predicted: 1.8640452536544319 Movie Vector: [1.9669646837736556, -1.3262658056651606] User Vector: [1.839582739219771, -0.003664352435682085] Predicted: 3.623254186260243 Movie Vector: [2.1229392735449144, 0.7129648467511821] User Vector: [2.1264853335022216, -0.24857846894071473] Predicted: 4.337171519095161 Movie Vector: [1.1803231804208765, -0.18035021022800052] User Vector: [1.7094525319394187, -0.809480186823603] Predicted: 2.1636963711462927 Movie Vector: [2.0469021854025007, -0.27538068320734993] User Vector: [1.6847988783527694, -0.7204557641921733] Predicted: 3.6470181066278795 Movie Vector: [1.6454931982194065, -0.2591954879987409] User Vector: [2.064616947749876, 0.03535969214996527] Predicted: 3.388148071788637 Movie Vector: [1.8064851509090596, -0.6189479415475762] User Vector: [1.4080650586929107, -0.9729035722571242] Predicted: 3.145825283415467 Movie Vector: [1.9153709398300693, -1.3261630336303645] User Vector: [0.8257283159665876, -0.41340508400245485] Predicted: 2.1298185609161346 Movie Vector: [1.4080773894342498, -0.8742857861720407] User Vector: [1.6252016534124476, -0.7124378312208912] Predicted: 2.9112839708088862 Movie Vector: [1.8606147495128722, -0.7364489224920845] User Vector: [1.4322978066941419, -0.6408142577556636] Predicted: 3.1368813944717804 Movie Vector: [1.834278112688206, -0.24339061472781556] User Vector: [1.9230523956534749, -0.15352207830028505] Predicted: 3.564778751911587 Movie Vector: [1.7780870948774348, 0.5323314477446451] User Vector: [2.363868162739866, -0.5525844762705939] Predicted: 3.9090053799050457 Movie Vector: [2.321657424836596, -0.3250142988454605] User Vector: [0.6396348058870077, -1.1113401839989006] Predicted: 1.8462143469526742 Movie Vector: [1.8386063528033763, -0.1968818922792495] User Vector: [1.7562721134842663, -0.40972074315495727] Predicted: 3.3097596603219923 Movie Vector: [1.2518057368604105, -0.6986748088205862] User Vector: [1.9126613612277947, -0.5476277979038698] Predicted: 2.7768942116615203 Movie Vector: [0.9396657780609697, -0.8933455407951418] User Vector: [1.9563923944814925, -0.09094017429827908] Predicted: 1.919595980741516 Movie Vector: [1.9478867691324047, -0.025212878972571025] User Vector: [2.000631398275261, -0.03661848505741729] Predicted: 3.897926688043155 Movie Vector: [1.4797010258634162, -0.31383996715976814] User Vector: [1.943177154618635, -0.005758117193973036] Predicted: 2.8771283564346066 Movie Vector: [1.0817038989441645, -1.2021067271181414] User Vector: [2.117894907870206, -0.27327208413649307] Predicted: 2.619437390071267 Movie Vector: [1.9015095875560843, 0.09688550644115897] User Vector: [1.9101828292464311, -0.513090262526573] Predicted: 3.5825199538621817 Movie Vector: [2.1413554758619195, 0.2896347520043534] User Vector: [2.0988815767513773, -0.7624231514782661] Predicted: 4.273627317161477 Movie Vector: [2.2971561066860646, -0.3968492617390544] User Vector: [1.5591960076359956, 0.4175911485025158] Predicted: 3.415995891469572 Movie Vector: [1.6915660626142275, -0.09980908296566693] User Vector: [1.5296669161225362, 0.6420013626271116] Predicted: 2.523455075150126 Movie Vector: [2.0360419671796977, -0.21903308168995617] User Vector: [1.9675725787326714, -0.284886713816845] Predicted: 4.068459958631527 Movie Vector: [1.9060657331207251, -0.2959863945458304] User Vector: [1.6053574206533514, 0.46787374452552677] Predicted: 2.921432506173659 Movie Vector: [1.0973517658041005, -1.8452429351550774] User Vector: [2.074337616314272, -0.7584680427951553] Predicted: 3.6758358436449945 Movie Vector: [1.679333425156417, 0.13610169193326796] User Vector: [1.7452647151063896, -0.6703247643471297] Predicted: 2.8396490372518377 Movie Vector: [2.136144316265069, 0.14983184428404406] User Vector: [1.8748863980215247, -0.7353430680084851] Predicted: 3.8948501147151697 Movie Vector: [1.7924509596609348, -0.5448391953802593] User Vector: [0.9800751469809574, -0.7743474661298068] Predicted: 2.1786314881367552 Movie Vector: [1.2600701516146615, -1.0417275591132695] User Vector: [1.1258548778978938, -2.0380559542517447] Predicted: 3.541755181247841 Movie Vector: [1.8119327286165183, -0.609239321235481] User Vector: [2.196079503802322, 0.12228317458688982] Predicted: 3.9046486092995147 Movie Vector: [2.2317885884529858, 0.1660556354576821] User Vector: [2.148571088690873, -0.993250446989532] Predicted: 4.630221603076825 Movie Vector: [1.4035169905335811, -0.5430378764166943] User Vector: [0.6040206763379278, -2.6779453679345555] Predicted: 2.301979047636971 Movie Vector: [1.8587978021270548, 0.4446625217768146] User Vector: [2.3694370010357746, -0.6743358720524677] Predicted: 4.1044524004124 Movie Vector: [1.4166402494488155, -0.2881418997188809] User Vector: [1.3384536246765344, -0.3139657578130337] Predicted: 1.9865739666403626 Movie Vector: [-0.19819060714932643, -0.7514754948985171] User Vector: [1.4970143881820177, -0.5224613116943573] Predicted: 0.095922682265774 Movie Vector: [1.444735309785189, -0.12140627620028767] User Vector: [1.9788922902677057, -0.3483761618962377] Predicted: 2.9012706185442068 Movie Vector: [1.8924082697708717, 0.22097736980418384] User Vector: [2.1779559608346215, -0.48606303421244856] Predicted: 4.014172940620894 Movie Vector: [1.3815369311772283, 0.7425684023591415] User Vector: [1.186217633521503, -0.5694827567784777] Predicted: 1.2159235682515375 Movie Vector: [1.8469308044647488, -0.5652718625836496] User Vector: [1.8233096821966392, -0.6368083675613447] Predicted: 3.727496670168059 Movie Vector: [1.7426790976047186, -0.24464527627988927] User Vector: [1.700757873975755, -0.8081516664508622] Predicted: 3.1615856847791126 Movie Vector: [2.1176693139476717, -0.4298348649645901] User Vector: [1.6281692977323572, -0.10680252487316211] Predicted: 3.493831608576276 Movie Vector: [1.6494345197061828, -0.7698475736080044] User Vector: [1.972944165408211, -0.07892262478426042] Predicted: 3.315000603070146 Movie Vector: [1.7417583161741566, -0.5891828864949843] User Vector: [1.8496704251192035, -0.5188963451704822] Predicted: 3.527403691572003 Movie Vector: [1.704631109985231, -0.39389603563058734] User Vector: [2.1195010742155382, -0.5828932667321134] Predicted: 3.8425668157164643 Movie Vector: [-0.08864359760402644, 1.614802823528895] User Vector: [1.4495033920574913, -1.400552216517263] Predicted: -2.3901048691429443 Movie Vector: [1.693219987405182, 0.7996737168250854] User Vector: [2.060257485986331, -0.18282019235882127] Predicted: 3.342272651738952 Movie Vector: [1.1321263549879759, -0.8025183239433433] User Vector: [1.7132525346867333, -0.8516486974516323] Predicted: 2.6230820325362174 Movie Vector: [1.535028708829786, -0.31518266490596974] User Vector: [1.13509538913714, -0.14180144484358134] Predicted: 1.7870973668591443 Movie Vector: [1.067742121585776, -1.517499915301464] User Vector: [1.5488163249443327, -0.28439903502639563] Predicted: 2.08531194030712 Movie Vector: [1.849706369961854, 0.0057492520479046575] User Vector: [1.7494218889941142, -0.7552909892730014] Predicted: 3.2315744535562705 Movie Vector: [2.15234566874876, -0.44782665884136136] User Vector: [1.9341524512051114, -0.35880293529332935] Predicted: 4.323646170746003 Movie Vector: [1.2688901111251587, -1.4583325468258683] User Vector: [1.6767252851694936, -0.30423884716540567] Predicted: 2.5712615462551742 Movie Vector: [2.13567152365364, -0.2000869569878787] User Vector: [2.011936891793565, -0.16979682312171204] Predicted: 4.330810456836364 Movie Vector: [1.7052736044457923, 0.24882510572419675] User Vector: [1.731308565052068, -0.39679762285904396] Predicted: 2.853621586675201 Movie Vector: [2.0721239132319353, -0.5632167128908389] User Vector: [1.898987192174355, 0.36098162086862307] Predicted: 3.731625889906017 Movie Vector: [2.180512091779866, -0.5426130244950103] User Vector: [1.5372596193364707, -0.04678840627778813] Predicted: 3.3774011868097804 Movie Vector: [1.6919268946357138, 0.13126476697400308] User Vector: [1.8479972445307324, -0.32677135734923474] Predicted: 3.083782673158012 Movie Vector: [1.7196467011295067, -0.39802553906914545] User Vector: [1.608555629864798, -0.15753529236203223] Predicted: 2.828850452145109 Movie Vector: [1.5240942799059907, 0.0729817896109327] User Vector: [2.0660492629351284, -0.4581972364135296] Predicted: 3.115413809335174 Movie Vector: [2.2675408712313074, 0.14952792034628634] User Vector: [0.8020877392933073, -1.396702313226214] Predicted: 1.6099207389215329 Movie Vector: [1.776608889697663, -0.4476088879962847] User Vector: [1.999376334448722, -0.16460234182173097] Predicted: 3.6257872408171368 Movie Vector: [1.9624331780148672, -1.0899501240399758] User Vector: [2.1354158782530184, -0.5166998386036931] Predicted: 4.75378802152101 Movie Vector: [2.1471832094205787, -0.9983605091869885] User Vector: [2.190176816062942, -0.5703822421095743] Predicted: 5.272157990776303 Movie Vector: [1.2744803177078976, -0.6947461105773267] User Vector: [1.7686203439604211, -0.4145621752228238] Predicted: 2.5420872767038616 Movie Vector: [2.3556852934855987, 0.07683171663967008] User Vector: [1.6163465568191921, 1.1275693871228099] Predicted: 3.8942369047180416 Movie Vector: [1.6849432693478734, -0.7752566761463013] User Vector: [1.9403778608492548, 0.7475474452250869] Predicted: 2.689885468982716 Movie Vector: [1.8719410095581133, -0.24639733790152954] User Vector: [1.6899016867678645, -0.03757389980029184] Predicted: 3.172654378467566
avg loss: 9.66341461501261: 71%|█████████████████████████████████▏ | 49490/70000 [01:20<00:34, 598.09it/s]
Movie Vector: [2.1452319051032105, -0.03195489223461183] User Vector: [1.7718360686136154, -0.16788822429648337] Predicted: 3.8063641151174235 Movie Vector: [2.3477834594391482, -0.6262515238866723] User Vector: [2.1315775218808573, -0.5856838205545827] Predicted: 5.371267833522241 Movie Vector: [2.130839230837174, -1.1996035262219005] User Vector: [1.981120582094773, -0.7278916689599715] Predicted: 5.094630870138447 Movie Vector: [2.179593846986996, 0.048469619208691105] User Vector: [1.7091397050897021, 0.7268354378297857] Predicted: 3.7604598217536758 Movie Vector: [2.1586786318114664, 0.1390381787508065] User Vector: [2.229108160110793, -0.4213835260384754] Predicted: 4.75333975521176 Movie Vector: [2.659366087711174, -0.13569929558891733] User Vector: [2.1198895370578734, 0.517487803745445] Predicted: 5.5673396141013365 Movie Vector: [1.99411430751003, -0.3240884793605683] User Vector: [1.9798126277768984, -0.13917020811006933] Predicted: 3.9930761483576287 Movie Vector: [1.3731805312265006, -0.9959872182495274] User Vector: [1.7976753856303185, -0.11963674258333651] Predicted: 2.587689507458657 Movie Vector: [1.9561025847656417, 0.07769120411505516] User Vector: [1.8192785632547834, -0.38396147501374733] Predicted: 3.528865070663794 Movie Vector: [2.2235814124352524, -0.5439238927748928] User Vector: [1.7325876882529003, -0.6915393305248554] Predicted: 4.228694543679335 Movie Vector: [0.05111540742028017, 0.7813933554159486] User Vector: [1.8547977999470884, -0.7279356281823799] Predicted: -0.47399531780571147 Movie Vector: [1.7848555464573352, -0.5697587998278538] User Vector: [1.9630071463053416, -0.3546078520640063] Predicted: 3.705725137019996 Movie Vector: [2.0318746087543307, -0.2469602571170855] User Vector: [1.3371093835990988, -0.6031377792474617] Predicted: 2.865789666702144 Movie Vector: [2.183421088210924, 0.13436094338509932] User Vector: [1.7464269043948781, 0.2362210826955364] Predicted: 3.8449242195931217 Movie Vector: [1.394989989113318, -0.2632153673070719] User Vector: [2.1223171947633976, 0.14708481229777146] Predicted: 2.9218962575237497 Movie Vector: [2.3869660170451, 0.4228760336812851] User Vector: [1.1831889286504729, -0.29209624149094] Predicted: 2.700711264377779 Movie Vector: [0.22290142194070822, -0.012888624572726187] User Vector: [1.8086775462245714, 0.017739090242837367] Predicted: 0.40292816441128637 Movie Vector: [1.8838805795221543, -0.8756623425032244] User Vector: [1.267363791392903, -0.8082443803759269] Predicted: 3.095311201229708 Movie Vector: [1.2994799699331654, -0.9303448447800383] User Vector: [-0.19208860370394548, 0.9250248082482058] Predicted: -1.1102073546130684 Movie Vector: [2.362829487514019, -0.023074879078019174] User Vector: [0.2942666014631446, -0.0898518339848979] Predicted: 0.6973751233317937 Movie Vector: [1.7095758598456474, -0.09451262146008371] User Vector: [1.9120463458042958, 0.12746811915871714] Predicted: 3.2567409295988305 Movie Vector: [1.57060066811919, -0.46479988042271964] User Vector: [2.3895358307768646, -0.2120993576613054] Predicted: 3.8515903283915978 Movie Vector: [2.60524470867604, -0.14891090547847632] User Vector: [1.8447582054384732, 0.01565283136258602] Predicted: 4.803715676213785 Movie Vector: [0.3457162321106708, -0.4061563005755925] User Vector: [1.8457973840897919, -0.40766836891022834] Predicted: 0.8036991934455198 Movie Vector: [2.1957957603837728, 0.5406640522837433] User Vector: [1.7920687800532635, 0.16717719162814293] Predicted: 4.025403727432163 Movie Vector: [2.0332524222389328, -1.1637487551286925] User Vector: [2.097611976228197, -0.5175990659435779] Predicted: 4.867329900230989 Movie Vector: [2.439167781477791, 0.08172285784006778] User Vector: [2.044059766026354, -0.7167277779770845] Predicted: 4.927231682396865 Movie Vector: [2.050404045214582, -1.0810114137482816] User Vector: [1.7263196763278195, 1.601808935096501] Predicted: 1.8080791061927912 Movie Vector: [2.2232962978628286, 0.1183050545479159] User Vector: [2.1638800279982386, -0.5581552115482912] Predicted: 4.744913872519374 Movie Vector: [1.9990963664521835, 0.39575297706862955] User Vector: [1.676332208233676, -0.2583359852583333] Predicted: 3.2489123911967637 Movie Vector: [1.4871101939742861, -0.3391011630328459] User Vector: [1.7009835101027089, 0.05894847521547769] Predicted: 2.50956042115132 Movie Vector: [2.0070337124329916, -0.9043036440379062] User Vector: [1.9096644418142807, 0.30554268389303274] Predicted: 3.556457551702201 Movie Vector: [1.9473012392268025, 0.06871310294374264] User Vector: [1.9969743401124604, -0.9925776148960703] Predicted: 3.820507519373112 Movie Vector: [2.209837657158908, 0.07974606742204324] User Vector: [1.894248301819359, -0.7286985769937304] Predicted: 4.127870383518443 Movie Vector: [1.9970949757936618, -0.38154425599377834] User Vector: [1.383107912762363, -2.503805558618687] Predicted: 3.717510492574427 Movie Vector: [2.3557836747634955, -1.3264795814572226] User Vector: [1.6458191040228327, -0.9384669241428326] Predicted: 5.1220509896193045 Movie Vector: [1.8797063158539533, -0.029713546999883076] User Vector: [2.136419430523058, -0.2938585434433166] Predicted: 4.024572676509219 Movie Vector: [1.40424267657947, -0.6977059447127839] User Vector: [1.8012213288153254, 0.11749022289083712] Predicted: 2.447378232931095 Movie Vector: [0.844610216912549, 2.0773831969678733] User Vector: [1.8648578371792284, -0.3657632434982747] Predicted: 0.8152475662592304 Movie Vector: [2.0580389998766546, -0.8428820406326422] User Vector: [1.1940236058919205, -0.1667520473452028] Predicted: 2.5978994536449203 Movie Vector: [2.1476423900041803, -0.11913798543440128] User Vector: [1.42100180911613, 0.05237905984141926] Predicted: 3.045563385861975 Movie Vector: [1.924458985280518, -0.38601961744610497] User Vector: [1.8018658977658153, -0.1740507804172194] Predicted: 3.5348040328988217 Movie Vector: [1.3540682871409684, -1.0713732057901524] User Vector: [1.3286357790967855, -0.4207819004726019] Predicted: 2.2498780272835948 Movie Vector: [1.753616078437069, -0.22958612471294856] User Vector: [1.9820510045848894, -0.5897944072324247] Predicted: 3.6111651222562697 Movie Vector: [2.062692288771961, -0.005992448259216158] User Vector: [2.41182387691727, -0.6346547848596511] Predicted: 4.978653648754084 Movie Vector: [1.7456694107090374, -0.8814736440028383] User Vector: [2.0828605642814217, 0.47675280209483806] Predicted: 3.215740944087142 Movie Vector: [1.2167104149175731, -0.4983899736595407] User Vector: [2.157123926129906, -1.2603237520864916] Predicted: 3.2527278687950227 Movie Vector: [2.1477977035321967, 0.5737100771028327] User Vector: [1.906324362176539, -0.3365136622455476] Predicted: 3.9013378081572 Movie Vector: [1.9524372260040248, -0.30070145180839963] User Vector: [1.2697503112155384, -1.6925142260217336] Predicted: 2.988049260318518 Movie Vector: [2.1524750122849268, 0.09001427651421817] User Vector: [1.0450025374696779, -0.5928139970020244] Predicted: 2.195980126630185 Movie Vector: [1.602893228823474, 0.37999826441745965] User Vector: [1.7274854812245428, -0.20493165878402408] Predicted: 2.69110110608356 Movie Vector: [0.3027102938501643, -1.517528776557537] User Vector: [1.9493462715694427, -0.15199748492743198] Predicted: 0.8207477400242567 Movie Vector: [-0.15727645015892508, -0.3791966684591439] User Vector: [1.3470721813400421, -0.49898358449605906] Predicted: -0.022649817932294286 Movie Vector: [1.7060434705660121, -0.2048376569177855] User Vector: [1.7573824380238445, -0.6693426826671378] Predicted: 3.135277420470561 Movie Vector: [-0.06211280822753906, 0.9018230438232422] User Vector: [2.079280944446637, -0.4651853176163445] Predicted: -0.5486648176282438 Movie Vector: [1.1723942786186974, -0.6002947597099043] User Vector: [2.0127350237909725, -0.5938116064054735] Predicted: 2.7161810218481297 Movie Vector: [2.181650648661467, -0.17715623791228555] User Vector: [1.6619495825207629, 0.18423668459242742] Predicted: 3.59315470682125 Movie Vector: [1.1635952278489274, -0.5360301180712068] User Vector: [1.030734021553004, 0.010709333815430894] Predicted: 1.1936166631910599 Movie Vector: [1.8929468383598935, -0.4894108554481343] User Vector: [1.8459579479350015, -0.6437400984779904] Predicted: 3.8093536535712573 Movie Vector: [1.9221507450842805, 0.46141209042335674] User Vector: [2.072188149625764, -0.3166845578958977] Predicted: 3.836935911894436 Movie Vector: [1.4413818118546768, -0.4431592612657962] User Vector: [1.3540651528968248, -0.6515221436844275] Predicted: 2.240452955345204 Movie Vector: [0.7610704969185771, -1.13785423404616] User Vector: [2.014565983968286, -0.10642149001913019] Predicted: 1.6543188775057742 Movie Vector: [1.4256633829682013, -0.6347723431725315] User Vector: [1.3083083906537738, -0.35284709776091594] Predicted: 2.089184945212466 Movie Vector: [0.850830087486226, -0.7802780368573776] User Vector: [1.2089360722087847, 0.0876693587747964] Predicted: 0.9601927089253115 Movie Vector: [1.575018428074885, 0.579801350957011] User Vector: [1.462948748903552, -0.8925088693777267] Predicted: 1.7866933906458717 Movie Vector: [2.0451494883207215, -0.8982051922846034] User Vector: [1.644106219458577, -0.26674982841097605] Predicted: 3.6020390743903903 Movie Vector: [1.7771764873333349, 0.4460770866728437] User Vector: [1.4800327273972724, -0.5868503467044789] Predicted: 2.3684988706433776 Movie Vector: [1.6556165501760867, -0.934543634014648] User Vector: [1.8864195927234728, 0.18079159113909116] Predicted: 2.9542298677069976 Movie Vector: [0.9746895468434382, -1.0977558287729607] User Vector: [1.8589997954120911, 0.4661985362519506] Predicted: 1.3001755076362542 Movie Vector: [0.4414645199728897, -0.6128370896993891] User Vector: [1.6067356963979005, -1.1731682486034933] Predicted: 1.4282778181355 Movie Vector: [1.8258203132528998, -0.4334784010801941] User Vector: [1.6485634066748955, 0.14530426855549863] Predicted: 2.946994293588861 Movie Vector: [2.415053387731239, -0.3628948371394097] User Vector: [1.7834005650697335, -0.9013737829271753] Predicted: 4.634111468510556 Movie Vector: [2.431509698097117, -1.0857085025775846] User Vector: [1.7490359847471981, -0.42180951715955517] Predicted: 4.710760138481928 Movie Vector: [1.8384303077622224, -0.8744287736507234] User Vector: [-0.047135992613748456, -0.7838721653213627] Predicted: 0.5987841388133248 Movie Vector: [1.9015291106853713, 0.30822462248786037] User Vector: [1.9601127772367726, -0.3402178968911651] Predicted: 3.6223479733091803 Movie Vector: [1.9039379136103163, -0.42659312100222646] User Vector: [2.1838267797715165, 0.609305527830284] Predicted: 3.8979450560034867 Movie Vector: [1.7263627451107082, -1.224389921116548] User Vector: [1.9234545344804368, -0.46905358944663894] Predicted: 3.89488473762329 Movie Vector: [2.0652674324489495, -0.2471503385714563] User Vector: [1.9980256360310147, -0.4268260387188882] Predicted: 4.23194747527344 Movie Vector: [2.5460222616356196, -1.3253342762683042] User Vector: [-0.06255678010565896, -1.0643765979168152] Predicted: 1.2513838333117502 Movie Vector: [0.602267201020127, -1.1729606843864575] User Vector: [1.9436460987635928, -0.5705308855668276] Predicted: 1.8398045936741163 Movie Vector: [2.1721845654632794, -0.18491019212388848] User Vector: [1.9622914731397303, -0.42960033555884514] Predicted: 4.341896731478997 Movie Vector: [0.6214008042499884, -1.697248819770449] User Vector: [2.2189276910510545, -0.2951627966962847] Predicted: 1.8798081601246093 Movie Vector: [2.084507529189327, -0.4494015144086429] User Vector: [2.302940916352496, -0.22554499377440484] Predicted: 4.901857941184451 Movie Vector: [-0.07847828142699276, -0.7742183121838525] User Vector: [1.2487475419883098, 0.051159113144257834] Predicted: -0.13760788326279408 Movie Vector: [1.8501386186804394, -0.17252549718712326] User Vector: [1.6894939912244071, -0.6169584305514727] Predicted: 3.232239139167507 Movie Vector: [2.3538785175680346, 0.11162862949280943] User Vector: [2.4879911102916656, 0.34654250386766094] Predicted: 5.895112891183548 Movie Vector: [1.8260039449681347, -0.13317537175837008] User Vector: [2.3180288823464013, -0.3435199601530962] Predicted: 4.278478282114413 Movie Vector: [2.0105783111636555, -0.5954815801095497] User Vector: [1.6741616753290665, 0.02126667112453673] Predicted: 3.3533692428731214 Movie Vector: [1.8237592410567773, -0.44256457008267225] User Vector: [2.015768803045993, -0.6709495281548243] Predicted: 3.9732154718641 Movie Vector: [1.9817737682413274, -0.5340528374906285] User Vector: [1.3398344383496394, -0.5164339276742715] Predicted: 2.931051748158542 Movie Vector: [1.6978597807061824, -0.5768678333356083] User Vector: [2.091406876525585, -0.24699216989232964] Predicted: 3.69339745864178 Movie Vector: [2.104667355256942, -0.17135310356331818] User Vector: [1.5001249409970514, -0.831306661548863] Predicted: 3.299710968592499 Movie Vector: [2.069888845313844, -0.33808296026121376] User Vector: [1.9368673185099834, -0.8305959150174289] Predicted: 4.289910383166714 Movie Vector: [2.383651056901508, -0.4327257833232918] User Vector: [1.1676235918668674, -0.4700261627292327] Predicted: 2.9865996482660417 Movie Vector: [1.787840124875028, 0.19183866249466242] User Vector: [1.8231619909237855, 0.0886557892605972] Predicted: 3.276529769554747 Movie Vector: [1.6319004785720694, -0.020676519101006274] User Vector: [1.732666255231545, 0.003939119399476065] Predicted: 2.827457443840529 Movie Vector: [2.4065628364404343, -0.03642848967399453] User Vector: [1.8296274566904365, 0.005558969423921414] Predicted: 4.402910936941978 Movie Vector: [2.1131040300741084, 0.532949967089072] User Vector: [1.7844163854173116, 0.03353267976067605] Predicted: 3.7885286959304554 Movie Vector: [1.802350674026228, -0.08259133614598488] User Vector: [1.9249844904725792, -0.046744688003250025] Predicted: 3.4733578001332037 Movie Vector: [2.040324796592958, -0.6573286751192372] User Vector: [2.0255361362411257, 0.7143839490344501] Predicted: 3.6631665504225968 Movie Vector: [2.216250093370506, -0.5901107016183312] User Vector: [1.6819857446347644, -0.20099752179592817] Predicted: 3.846311852205198 Movie Vector: [2.0844351797985223, -0.1601412759504589] User Vector: [0.30053377923314833, -0.6837083328956648] Predicted: 0.7359331069592498 Movie Vector: [2.1681903264180034, -0.3552969583523874] User Vector: [1.4808307069099071, 0.37116186756602976] Predicted: 3.0788501311821923 Movie Vector: [2.029980469999192, -0.21815543172104038] User Vector: [1.966454082704146, -0.6474533079815505] Predicted: 4.133108838961523 Movie Vector: [2.1579442255003043, -0.5462863351842346] User Vector: [1.730672324807479, -0.5249588025029904] Predicted: 4.021472169893549 Movie Vector: [0.4379940299043546, -1.2944218806600043] User Vector: [1.3384688496569672, -0.6467269907517293] Predicted: 1.4233789330051394 Movie Vector: [2.0397886941636036, -0.5215914538447503] User Vector: [1.5983509101584787, -0.06199076640603483] Predicted: 3.2926319698220445 Movie Vector: [2.1057208843501325, -0.19755928157969715] User Vector: [1.9177449246921794, -0.2774366984002994] Predicted: 4.093045733600601 Movie Vector: [2.435513649222497, 0.003972259637072933] User Vector: [1.2835610256790884, -0.42860635264136865] Predicted: 3.1244278619366574 Movie Vector: [1.3528006446106868, -1.6870818489337907] User Vector: [1.959662004322551, 0.49931880441383647] Predicted: 1.8086403309087127 Movie Vector: [2.535469700559818, -1.5048815457761069] User Vector: [1.5368572713604678, 0.02601079536961716] Predicted: 3.8575118796768093 Movie Vector: [2.010311909703328, -0.48055768575609603] User Vector: [-0.026149782960339707, -1.3539788169011173] Predicted: 0.5980957066914498 Movie Vector: [2.139179765558462, -0.2802661276673352] User Vector: [1.9879924934957824, -0.9602201634226645] Predicted: 4.521790503078856 Movie Vector: [1.6436016433749534, -1.293631523616786] User Vector: [1.8644085114188755, -0.4295331988586878] Predicted: 3.6200025797738706 Movie Vector: [1.2286896762734734, -1.6751804578606662] User Vector: [1.495456410878934, -0.2150983067353407] Predicted: 2.19778033332589 Movie Vector: [2.1419940186238784, -0.17830063934824525] User Vector: [2.4772033799654234, -0.35152119860242603] Predicted: 5.368831277256065 Movie Vector: [1.9831024983128525, -0.15404425525101778] User Vector: [1.3382578916566246, -0.4065011748232119] Predicted: 2.7165217390654486 Movie Vector: [1.6826640382225029, -0.39802761724983293] User Vector: [1.313076389366054, -0.7643868204240925] Predicted: 2.5137134846158853 Movie Vector: [1.9345949891022316, -0.08580264474562647] User Vector: [2.2951462724686023, -0.34185106995947134] Predicted: 4.469510203886068 Movie Vector: [2.1811289803463847, -0.8012300381956157] User Vector: [2.07905728089806, -0.6453121735665595] Predicted: 5.051735584641743 Movie Vector: [1.9417343762228798, 0.021358567344103626] User Vector: [1.4652277706642816, -0.14178052401764094] Predicted: 2.8420549024249366 Movie Vector: [1.3942114883448977, 0.09527790155746879] User Vector: [1.9504501504731995, -1.0739670144949867] Predicted: 2.617014683750747 Movie Vector: [1.1787922779131672, -0.5482250941743939] User Vector: [2.236190986049419, -0.47832052896941335] Predicted: 2.898231983333889 Movie Vector: [2.2551469896984058, -0.21040650682471976] User Vector: [1.5489428609922533, -0.86085241287244] Predicted: 3.674222779265638 Movie Vector: [1.9549135487987759, -0.08147982765522122] User Vector: [2.136286688375965, -0.9662915894532694] Predicted: 4.254989063397984 Movie Vector: [1.672400638861568, -0.22661689527605305] User Vector: [1.5413460103264378, -0.2653710303646313] Predicted: 2.6378856113741036 Movie Vector: [1.567101156451024, 1.188830894412543] User Vector: [1.9809752208984615, -0.725568876169879] Predicted: 2.241809863555861 Movie Vector: [2.0300508990377852, 0.21055083135390806] User Vector: [1.8502537275930317, -0.6664532581277072] Predicted: 3.6157869555909383 Movie Vector: [0.8607829900122367, 0.09708149542191921] User Vector: [2.2183440812628783, -0.20730665916966595] Predicted: 1.889387210662295
avg loss: 9.64722903913611: 71%|█████████████████████████████████▎ | 49619/70000 [01:20<00:33, 600.28it/s]
Movie Vector: [1.7959217920965913, -0.9031827188385415] User Vector: [2.105505891278429, -0.8334620110176769] Predicted: 4.534092398694271 Movie Vector: [1.8881603657708572, -0.2039839818444557] User Vector: [2.4000249855991225, -0.2152034935540776] Predicted: 4.575530120190034 Movie Vector: [0.9167825163825446, -0.16191449637396885] User Vector: [1.8706834605722469, -0.6393026404849189] Predicted: 1.8185222554032952 Movie Vector: [2.424922775838859, -0.064364153802106] User Vector: [1.7515117452030649, -0.9058780636735076] Predicted: 4.305586798108416 Movie Vector: [1.788297153639301, -0.23990609334330557] User Vector: [2.1148324420891345, -0.25495128136011247] Predicted: 3.8431132025160255 Movie Vector: [1.967460773490415, -0.9055693998336986] User Vector: [0.9603941945494281, 0.49255716511700515] Predicted: 1.4434932084651277 Movie Vector: [2.227882650687464, -0.5915007937759585] User Vector: [2.080674498885508, -0.3140542408868283] Predicted: 4.821261950568122 Movie Vector: [1.893408150196415, 0.006178675605835059] User Vector: [1.7971468670993045, -1.0962898252881972] Predicted: 3.395958906065343 Movie Vector: [2.3940123646764087, -0.5971796396505088] User Vector: [1.9479928236040778, -1.3684857593190973] Predicted: 5.480750738626104 Movie Vector: [0.7403363543498017, 0.06762016600302229] User Vector: [1.5343722359860679, -0.4752651844514273] Predicted: 1.1038140367374165 Movie Vector: [2.3755681704543212, -1.072217259990265] User Vector: [0.4461791559821783, -1.057882742420727] Predicted: 2.194209136740776 Movie Vector: [2.038406849362927, 0.3993358217777214] User Vector: [2.1000361527752816, -0.6913983585516146] Predicted: 4.004627946038927 Movie Vector: [1.7453177309593897, -0.8831511612277173] User Vector: [1.683484873867995, -0.8734052597953526] Predicted: 3.7095648695744052 Movie Vector: [1.165027288936007, -1.1034157086526881] User Vector: [1.953364849865744, 0.2179197860091525] Predicted: 2.0352672402332472 Movie Vector: [2.0779472161316477, -0.8489042416308631] User Vector: [0.6307326898257816, -0.4914229051327665] Predicted: 1.7278002255484755 Movie Vector: [1.8011661270294541, 0.3123581043070207] User Vector: [1.328893831920559, 0.49726060124707366] Predicted: 2.548881935225789 Movie Vector: [1.744390807193001, -0.9260356439364135] User Vector: [1.7716997940193748, -0.13593569079453188] Predicted: 3.2164181287519864 Movie Vector: [1.6094312292931001, -0.2598131038334581] User Vector: [1.7898672701793648, -0.7550474090318974] Predicted: 3.0768394917982484 Movie Vector: [2.1278757229532106, 0.8401867331773935] User Vector: [0.6243485497780764, 0.7489098193703795] Predicted: 1.957760216315084 Movie Vector: [1.8512792899323856, 0.10308734481493054] User Vector: [1.8291905214369764, -0.186922556854332] Predicted: 3.367073179604765 Movie Vector: [1.6875306031174946, -0.7590226216319229] User Vector: [2.0750900351055868, -0.5373345833641027] Predicted: 3.9096270426233524 Movie Vector: [2.181960225617355, -0.3009295157251103] User Vector: [2.006949527563219, -0.07543449645932176] Predicted: 4.401784510452957 Movie Vector: [1.75803812676356, -0.21134456460809306] User Vector: [2.0310284239183036, -0.07785789685042863] Predicted: 3.587080249100036 Movie Vector: [1.2884555981979187, -1.2968744332993534] User Vector: [1.7610670366919474, 0.5362211788319324] Predicted: 1.5736451448067856 Movie Vector: [1.6338861888181215, -0.5623326381997356] User Vector: [2.0656872357675127, -0.08353542784991108] Predicted: 3.422072542464406 Movie Vector: [1.7976138774544586, 0.39904465208464396] User Vector: [2.052298093354363, -0.6179884083119873] Predicted: 3.4426345638999285 Movie Vector: [1.6575799766455288, -0.5550722646667532] User Vector: [1.107923099738102, -0.3054303715015543] Predicted: 2.0060070737963005 Movie Vector: [1.8508836577500773, -0.45768395994819816] User Vector: [2.3042119504557617, -0.296606221157221] Predicted: 4.400580152935508 Movie Vector: [1.8573374813632901, -0.014548183203671414] User Vector: [0.7174023199770408, 0.123332914390493] Predicted: 1.3306639482767426 Movie Vector: [1.7731277602428184, -0.6144558930439297] User Vector: [0.8891125998252238, 0.1637301059685307] Predicted: 1.4759053042506975 Movie Vector: [1.9703490548535603, 0.0969352782890013] User Vector: [1.9643323379651587, 0.13681228924912248] Predicted: 3.8836823028596537 Movie Vector: [2.242697043900218, -0.5142062582395409] User Vector: [1.9893150466903289, 0.072478103028564] Predicted: 4.424162280436006 Movie Vector: [2.4319030134197392, -1.205786157979031] User Vector: [1.889859618969531, -0.4332660493710318] Predicted: 5.1183815073661325 Movie Vector: [2.100119956337574, -0.2777440866902011] User Vector: [2.4138052698521464, -0.6346605411203925] Predicted: 5.245553830281088 Movie Vector: [1.9521485256672066, 0.02035085810259418] User Vector: [1.5217781910154662, -0.7345749619217145] Predicted: 2.9557878211675637 Movie Vector: [1.9408610740799885, 0.157299129089926] User Vector: [1.8332090795993405, -0.16858880421684433] Predicted: 3.531485271166742 Movie Vector: [1.7673403345842111, 0.06890684774518155] User Vector: [2.0671569654527184, -0.8169931736421603] Predicted: 3.597073458736277 Movie Vector: [1.3247225886629947, 0.22415620798898897] User Vector: [1.7769907152019364, 0.0067399261982149265] Predicted: 2.3555305365711328 Movie Vector: [1.3460255255782085, -1.308758129664853] User Vector: [1.6907478079712868, 0.14222923957562816] Predicted: 2.089646033274102 Movie Vector: [1.7937659547403233, -0.013532807861017297] User Vector: [1.8460508886397036, -0.5490822631961482] Predicted: 3.318813859527746 Movie Vector: [1.2228571095278358, -0.9358949385952128] User Vector: [2.037891707304831, -0.6175230584283595] Predicted: 3.0699870675744694 Movie Vector: [1.7406671065054609, 0.7609364097802129] User Vector: [1.987737888304323, -0.31807457196384537] Predicted: 3.2179554356934146 Movie Vector: [1.7362955089194618, 0.2935929506349381] User Vector: [2.0390913391101138, 0.08441130916458206] Predicted: 3.5652476996980496 Movie Vector: [1.9198386644803958, -0.3460801053453284] User Vector: [1.4668071407930745, -0.34007261591184007] Predicted: 2.9337254289703147 Movie Vector: [1.8281026454593619, -0.5254581846598677] User Vector: [1.8560530304280176, -0.5906057867267301] Predicted: 3.703394099581365 Movie Vector: [1.7401773882542744, -0.48193107410079356] User Vector: [1.4169303736547145, -0.40414835063928256] Predicted: 2.6604818456842674 Movie Vector: [1.5057240914063765, -0.3177154955523559] User Vector: [2.2881604515210925, -0.5621343397722574] Predicted: 3.6239371071863404 Movie Vector: [1.4486877711385282, -0.3192607743606633] User Vector: [1.9921162060126174, -0.17152197568416222] Predicted: 2.9407146251141563 Movie Vector: [1.7882752643808477, -0.676999818821761] User Vector: [1.9571371047380133, 0.0668392124497394] Predicted: 3.4546497386862747 Movie Vector: [2.034617088014197, -1.339281053471945] User Vector: [2.217217211412883, -0.25176261551612] Predicted: 4.84836892711312 Movie Vector: [1.3915333626135045, -0.9929163316151167] User Vector: [2.354137488413584, -0.30895173937464193] Predicted: 3.5826240830126435 Movie Vector: [1.796845119683684, -0.4586132410384444] User Vector: [1.7739288854159698, -0.26902144027904273] Predicted: 3.3108522550608046 Movie Vector: [1.9810196295331952, -0.747135818258809] User Vector: [1.494376427497025, -0.22489603882493156] Predicted: 3.1284169227739262 Movie Vector: [2.0765407755924934, 0.05227254293150731] User Vector: [1.8555186135765789, -0.6574921827456487] Predicted: 3.8186912726129147 Movie Vector: [2.1544332690993278, 0.21887499967643761] User Vector: [1.5392905859689592, -0.2841345322462227] Predicted: 3.2541089035694677 Movie Vector: [2.349657695586439, 0.43208641438256523] User Vector: [1.322245837118357, 1.2010843016697113] Predicted: 3.625797315921934 Movie Vector: [1.6873176264261591, -0.9388266270600302] User Vector: [1.1829406241518157, -1.6791443729051139] Predicted: 3.572422014108258 Movie Vector: [2.0182016111072967, -0.21427725260621538] User Vector: [1.0550758445510646, -1.0530053643288815] Predicted: 2.3549908657613496 Movie Vector: [1.8412997150681563, -0.4994224634416106] User Vector: [1.7932335197911782, -0.14201713457604992] Predicted: 3.3728069162430527 Movie Vector: [1.9795109195470304, 0.15374474388478698] User Vector: [1.939090474899634, -0.9922800205704794] Predicted: 3.685892931428863 Movie Vector: [2.076284853723495, 0.35808144230240935] User Vector: [1.6921102733570836, -0.31040647986362824] Predicted: 3.402152131391653 Movie Vector: [0.018741177955988453, 1.2341417548435993] User Vector: [0.8273870161118158, -0.6753335270417617] Predicted: -0.8179510968606114 Movie Vector: [1.8760082858533709, 0.48618038959080156] User Vector: [1.860488467485236, -0.6409432705625201] Predicted: 3.178677731749254 Movie Vector: [1.3720825118278126, -0.43234613672758204] User Vector: [0.9177471783802232, 0.18736605248121674] Predicted: 1.178217864790673 Movie Vector: [1.6362438872522294, -0.9593113684706195] User Vector: [1.8702049334705368, 0.08045194807858128] Predicted: 2.982932921892737 Movie Vector: [2.2522281956006456, -0.23593310020614736] User Vector: [1.9542947072477188, -0.6461465792512213] Predicted: 4.5539650078067595 Movie Vector: [2.5100143634436574, 0.10506294741001765] User Vector: [1.9125711905110578, -0.10979137248051886] Predicted: 4.789046154098296 Movie Vector: [1.0165526403625944, -0.4604096041838481] User Vector: [1.4717393058746433, -0.8289956233400498] Predicted: 1.8777780241244153 Movie Vector: [0.6745645042112614, -0.5748356755713195] User Vector: [1.284405592194541, 0.48954545381217635] Predicted: 0.5850062298398915 Movie Vector: [1.1542540480928538, -0.32985619119097154] User Vector: [1.8239260622167515, -0.5858422233158638] Predicted: 2.298517725157565 Movie Vector: [1.7526339198480838, 0.45580850272272105] User Vector: [1.9105100451023111, -0.3038813887645132] Predicted: 3.209912988438749 Movie Vector: [1.8259460608024467, -0.2138035354580036] User Vector: [2.002191766609692, -0.6845529782663897] Predicted: 3.802254016173719 Movie Vector: [1.5907490512516214, -0.18161832940446127] User Vector: [0.08985023074978173, -0.19160297347455407] Predicted: 0.17772778127133035 Movie Vector: [1.6177873247522865, -1.1667842500913594] User Vector: [2.1381436241589866, -0.47839510917733025] Predicted: 4.01724553237317 Movie Vector: [2.3538082684375685, -0.0006923951271169682] User Vector: [1.986702724670656, -0.5470396848865791] Predicted: 4.676696067869391 Movie Vector: [1.7521512958614776, -0.6745698441530064] User Vector: [1.9895496485406614, -0.4553093729311218] Predicted: 3.7931299676108168 Movie Vector: [2.5281702546126175, 0.104020706357796] User Vector: [1.2551135749245985, 0.15960693560415265] Predicted: 3.189743232466022 Movie Vector: [2.288673156545843, -0.3308973002597449] User Vector: [2.0553945602359396, -0.5149583788455694] Predicted: 4.8745246934284765 Movie Vector: [2.162592490189073, -0.5263543012175055] User Vector: [1.680731250710773, -0.28283510404787826] Predicted: 3.783608254364107 Movie Vector: [1.998189248179224, -0.4081438408344377] User Vector: [1.7674150197249898, 0.06261329178599849] Predicted: 3.506074460088121 Movie Vector: [1.4943995469747275, -0.26135763806413065] User Vector: [1.5674595274532042, -0.6765853131928831] Predicted: 2.519241547132261 Movie Vector: [2.3475568819579244, -0.26176494019774194] User Vector: [1.6769193303453538, -1.201909006189728] Predicted: 4.2512811535688915 Movie Vector: [2.11700663787082, -0.4039345590262701] User Vector: [1.614126370106775, -0.8879668470909763] Predicted: 3.7757967366880156 Movie Vector: [1.8469105204592413, 0.786035745354145] User Vector: [1.8057277419533995, -0.11080761157932632] Predicted: 3.247918820140175 Movie Vector: [0.746554883996816, -0.32544332496509026] User Vector: [1.97872007281214, -0.7233088892334266] Predicted: 1.712619184309371 Movie Vector: [1.4152885793955985, -1.3029315768054093] User Vector: [2.1425111751549393, 0.39422648870397403] Predicted: 2.5186214568786998 Movie Vector: [1.7372214875735605, -0.9099101894559499] User Vector: [1.5711952711884973, -0.7051152574773343] Predicted: 3.3711057438021075 Movie Vector: [1.903377758260745, 0.09776347133428234] User Vector: [1.1973611425033708, 0.43024351107256004] Predicted: 2.3210926664080933 Movie Vector: [1.9910458792822276, -0.44024808494079987] User Vector: [1.8421521729120007, -0.18213164503382342] Predicted: 3.747992600820499 Movie Vector: [1.622084072599694, -0.6288225146618103] User Vector: [2.142806929564577, -0.09129547778153439] Predicted: 3.5332216430187904 Movie Vector: [0.014859266788161546, 1.378012291448046] User Vector: [2.207931023605191, -0.26744077000122973] Predicted: -0.33572843216641624 Movie Vector: [1.410772081522455, 0.31407569926958395] User Vector: [1.5564420616671044, 0.17039981098253135] Predicted: 2.2493034468969455 Movie Vector: [2.205750911651528, -0.5368070855515116] User Vector: [2.127220122012397, 0.146159697560894] Predicted: 4.613658162139566 Movie Vector: [2.494947653264706, 0.5513975639964349] User Vector: [1.9893043031194568, -0.5674446574374331] Predicted: 4.650322500883478 Movie Vector: [1.7774583989820876, 0.318146887181177] User Vector: [2.356847733221451, 0.5485278316347215] Predicted: 4.36371122070319 Movie Vector: [2.0271892358370374, -1.1051965447786352] User Vector: [1.3684736074431023, -0.20871389101194365] Predicted: 3.0048248377294415 Movie Vector: [2.292836540961639, -0.21230682136979728] User Vector: [1.6311235050324793, 0.2577829821592918] Predicted: 3.685170489614428 Movie Vector: [1.801719340576132, 0.09613211234291112] User Vector: [1.3835895663038107, -0.5092324237248688] Predicted: 2.4438864924627466 Movie Vector: [1.79505063605892, -0.8958553376278652] User Vector: [1.8541362245917545, -0.4379533098002625] Predicted: 3.7206112195096686 Movie Vector: [1.7747813998883342, -0.992914801799613] User Vector: [1.0026035610839317, 0.8033051401048559] Predicted: 0.9817885877017458 Movie Vector: [0.27660621309070393, -0.0748619654305615] User Vector: [1.3273582978908944, 0.4529429533212126] Predicted: 0.3332473524805738 Movie Vector: [1.5865590283765847, -0.46621637224356866] User Vector: [1.7438995511677373, -0.24495995318328753] Predicted: 2.881003918205114 Movie Vector: [1.810455240390961, -0.1425018400170186] User Vector: [2.0209475207606893, -0.5470497583196023] Predicted: 3.736790626657719 Movie Vector: [1.887173734629263, -0.21629487781815068] User Vector: [2.0100647511760306, 0.20045548205531147] Predicted: 3.749983909324378 Movie Vector: [1.9307941042128811, 0.8262447465371682] User Vector: [1.7726619195353288, -0.0932315654672862] Predicted: 3.3456130918227203 Movie Vector: [2.390684930535425, 0.5632785303449658] User Vector: [2.4077416907937135, 0.5576373298863931] Predicted: 6.070256912446314 Movie Vector: [2.1650219332727767, -0.7493380293649423] User Vector: [1.6939933574040058, -0.16672869676846377] Predicted: 3.792468926673128 Movie Vector: [1.822016498425099, -1.2477160437422008] User Vector: [2.410858240431827, -0.9380990140584479] Predicted: 5.563104679890359
avg loss: 9.630169585490599: 71%|████████████████████████████████▋ | 49750/70000 [01:20<00:32, 622.44it/s]
Movie Vector: [1.5207307010453077, 0.10573423925245409] User Vector: [2.1943255836281335, -0.22796639543346905] Predicted: 3.3128744297161834 Movie Vector: [1.8314759061526102, 0.01362002646316382] User Vector: [1.4754500880662416, -0.9164257615670867] Predicted: 2.6897695439 Movie Vector: [1.9839826179657574, -0.2732778910031285] User Vector: [1.3741524837383625, -0.5431443591662664] Predicted: 2.8747239871545873 Movie Vector: [2.2942455626993405, -0.5123281550890577] User Vector: [1.7097042461126173, -0.6859416713344055] Predicted: 4.273908611145554 Movie Vector: [1.5483585291574482, -1.2514475671917074] User Vector: [2.058133694236783, -0.45857627619932895] Predicted: 3.7606130248393335 Movie Vector: [0.7257717938272551, 0.4625336043459128] User Vector: [0.8027940816682752, 0.845131378990701] Predicted: 0.9735469635966885 Movie Vector: [1.858214394834606, 0.6608840944953474] User Vector: [1.7797771578721466, -0.5181684370482863] Predicted: 2.9647582560411196 Movie Vector: [1.7672813573491901, -0.005655331262266585] User Vector: [0.1931167167073195, -0.9804314052619694] Predicted: 0.3468362376060166 Movie Vector: [1.8461428027296265, -0.42592167038555234] User Vector: [1.7619221672969307, 0.13822349506811185] Predicted: 3.193887546219074 Movie Vector: [1.981854044419849, 0.05817043480790666] User Vector: [1.8621977008772734, -0.6479387960952092] Predicted: 3.6529131634951986 Movie Vector: [2.015627052783038, 1.0898407650246111] User Vector: [1.9270816747825126, 0.6601789854244201] Predicted: 4.603767927142199 Movie Vector: [1.8910192079480193, 0.22128737221766956] User Vector: [1.05662505159026, -0.8829471918967582] Predicted: 1.8027132042544445 Movie Vector: [1.5637668817070018, 0.6987865181847128] User Vector: [1.244730053965578, 0.011525054655453379] Predicted: 1.9545211878713127 Movie Vector: [0.9651286069889292, 2.245918011367626] User Vector: [0.7436622411673821, 0.2142040994725932] Predicted: 1.1988145480024204 Movie Vector: [2.0210617948382317, 0.3333316848875112] User Vector: [2.078483681265426, -0.9133375635979677] Predicted: 3.8962996104551126 Movie Vector: [1.4528087495397422, -1.4411251059366643] User Vector: [1.8231533389833368, -0.13811626170679703] Predicted: 2.8477359349113707 Movie Vector: [2.045662994839383, 0.36369882053878155] User Vector: [2.217792726399418, 0.14079159221587229] Predicted: 4.588062246649924 Movie Vector: [1.8784644062721503, 0.34933569507234175] User Vector: [2.1238618020962226, -0.5551501930208632] Predicted: 3.795665020530292 Movie Vector: [1.4602714917899418, -0.7794132546242892] User Vector: [1.9176708928998827, 0.3736629067132697] Predicted: 2.5090823132832996 Movie Vector: [2.197321969501462, -0.4125575481927445] User Vector: [1.5558015330334078, -0.9121983611011772] Predicted: 3.794931208039703 Movie Vector: [1.618777265978725, 0.12762276285684912] User Vector: [1.7698816856624704, 1.5241305745336293] Predicted: 3.0595579910990898 Movie Vector: [1.9543954784340627, -1.094687281762264] User Vector: [1.8395579244276599, -0.8094058646011381] Predicted: 4.481269995581623 Movie Vector: [1.900399825630992, 0.21344865021408643] User Vector: [1.210826205814505, 0.2195205556248903] Predicted: 2.3479102766917 Movie Vector: [2.1235294832004676, 0.2305224767859203] User Vector: [1.450562788614039, -0.5942473973241262] Predicted: 2.943325467000655 Movie Vector: [2.2103836461191144, 0.5347780416566096] User Vector: [1.9280602770578925, -0.17858668960337698] Predicted: 4.166248665008624 Movie Vector: [1.7303122819477759, -0.2387689179605913] User Vector: [2.097384846277975, -0.6079797919680222] Predicted: 3.774297436556038 Movie Vector: [0.15521512591287415, -1.57914920397572] User Vector: [1.63686030234397, 0.04831006699733956] Predicted: 0.17777667408724207 Movie Vector: [1.523738495218422, 0.0895380094489038] User Vector: [1.231406004550505, 0.11489222052335359] Predicted: 1.8866279531035417 Movie Vector: [2.1424389965319084, -0.8991517372699974] User Vector: [0.7632972172754251, -0.5331360389029638] Predicted: 2.1146879198160047 Movie Vector: [2.274724332077353, 0.53642184603226] User Vector: [1.9098636164383984, -0.826185295792613] Predicted: 3.901229397727892 Movie Vector: [1.6316266792058916, 0.05171664616527238] User Vector: [2.2260332105103533, -0.05626636054976111] Predicted: 3.6291452676074774 Movie Vector: [1.5381436154784065, -1.3460545456413087] User Vector: [1.6213352635719056, -0.17998079671277917] Predicted: 2.7361104537565066 Movie Vector: [1.4066253383444898, -0.6250944767065788] User Vector: [1.6275580623859074, 1.1279350553303535] Predicted: 1.5842984370081459 Movie Vector: [2.154896974341838, 0.17627835835810046] User Vector: [2.0039421494903906, 0.1700172283291202] Predicted: 4.348259232595373 Movie Vector: [2.230134793357733, 0.05988121235764305] User Vector: [2.0050821142823714, -0.7560079208548017] Predicted: 4.426332715747636 Movie Vector: [1.8289946337161045, -0.18478330395674608] User Vector: [2.0779968217284006, -0.3211097144780765] Predicted: 3.8599807497942313 Movie Vector: [1.808433972428483, -0.8654097294073614] User Vector: [2.139725940697852, -0.86842124774764] Predicted: 4.621093279869378 Movie Vector: [1.3664481860465996, -0.31483984160166056] User Vector: [1.8543534097748249, -0.9107415140887722] Predicted: 2.820615567111902 Movie Vector: [1.806395753779846, 0.05035777282569126] User Vector: [1.3695436273214003, -0.7385635670499745] Predicted: 2.4367453766827905 Movie Vector: [2.5438471575995436, -0.03220243635742669] User Vector: [2.076289478182373, -0.12122064243243588] Predicted: 5.285666687451206 Movie Vector: [1.6267122925154422, -0.6091611186114668] User Vector: [1.5951300814527831, -0.7319466146568905] Predicted: 3.0406911302086685 Movie Vector: [2.2295733419315185, -0.33991165159954945] User Vector: [1.7851229674822466, -0.11957689903525545] Predicted: 4.020708161612328 Movie Vector: [2.330144131162353, -0.5047378560076259] User Vector: [2.2926025725363086, 0.5305089565533496] Predicted: 5.074326476159612 Movie Vector: [0.5491839447597242, -1.207490203959639] User Vector: [2.101291517282523, -0.33776487725468973] Predicted: 1.5618433450780298 Movie Vector: [2.08273114672908, -0.770688638269205] User Vector: [1.950681956023545, -0.6933160155934156] Predicted: 4.597076843120563 Movie Vector: [1.9570762674096112, -0.0253810786247604] User Vector: [1.3880445046746959, 0.16256735516527812] Predicted: 2.712382823383907 Movie Vector: [1.1493584954706555, 1.2649746368437884] User Vector: [1.3476004167717321, -0.5111526523021106] Predicted: 0.9022808467987848 Movie Vector: [2.260663361056519, 0.23395018501759224] User Vector: [1.6186143493041503, -0.7228055618835841] Predicted: 3.4900416602178215 Movie Vector: [1.9283585219729382, -0.6679702301949598] User Vector: [1.794882377848524, -0.4288781639800477] Predicted: 3.7476545751825965 Movie Vector: [0.9388450562494498, -0.712379062802861] User Vector: [2.1149589625697134, -0.6104048760264723] Predicted: 2.4204584196930754 Movie Vector: [1.6411446185049603, -0.14264478537759898] User Vector: [1.9282165270831109, 0.6822401153818304] Predicted: 3.0671641819001416 Movie Vector: [1.1256827978990054, -0.32099197107043415] User Vector: [1.6827145006662219, -0.10396412216959007] Predicted: 1.9275744156710046 Movie Vector: [1.832482120323661, -0.1660778119205198] User Vector: [1.9977767076834896, -0.11905855623264301] Predicted: 3.6806630817385972 Movie Vector: [2.068303040315796, -0.6576667742084029] User Vector: [2.1371237234554092, -0.728034518825863] Predicted: 4.899023608262409 Movie Vector: [1.7046304510231092, 0.1811602988467439] User Vector: [1.9804339405999392, -0.13927118543482359] Predicted: 3.350677591812235 Movie Vector: [2.1911335199567064, -0.6227177771893474] User Vector: [1.9749509298298207, -0.5744652192566132] Predicted: 4.685110887027855 Movie Vector: [-1.5300542155247456, -0.06514449630684477] User Vector: [1.7147911671058933, -0.22678582516443324] Predicted: -2.6089496056251016 Movie Vector: [2.2420459961272456, 0.5570729094041844] User Vector: [1.9497236509125746, 0.287493316540379] Predicted: 4.53152484336254 Movie Vector: [1.3406541035238797, -1.2500388452976487] User Vector: [1.9746457288732038, 0.13731967722452307] Predicted: 2.4756619686653742 Movie Vector: [1.9860926015865727, -1.0956749200693834] User Vector: [1.8031373110619364, -0.2939551863991278] Predicted: 3.9032769985066635 Movie Vector: [0.8158192007685919, -0.23189829598811185] User Vector: [1.8603356795358936, 0.571659640385064] Predicted: 1.385130670749795 Movie Vector: [1.5142904883722517, 0.1707757711199312] User Vector: [1.4663061820092558, -0.23736546935591873] Predicted: 2.179877233391546 Movie Vector: [1.9434678740582714, 0.4305927368558092] User Vector: [1.5688200717601763, -0.8729647354356912] Predicted: 2.6730591350338333 Movie Vector: [1.380183118650257, 0.006471517229714341] User Vector: [1.9826315926943268, -1.0728331265574098] Predicted: 2.729451796676257 Movie Vector: [2.3102429104724735, -1.6569703667558664] User Vector: [1.4087845656206683, -1.1617606688561561] Predicted: 5.179637556665318 Movie Vector: [1.9520705209461469, -0.8971097081591294] User Vector: [1.7134939453851388, -0.533798357301247] Predicted: 3.823736707140381 Movie Vector: [1.5450113738591524, 0.9715963316746229] User Vector: [1.5821416783566726, -1.7709648040372314] Predicted: 0.7237639809902263 Movie Vector: [0.7898717715786047, -0.5908953017475274] User Vector: [2.005860690330314, -0.4615890457790132] Predicted: 1.8571235355000313 Movie Vector: [1.7833632978245444, -0.7088467114742698] User Vector: [1.9050556052186787, 0.004352830769405217] Predicted: 3.3943207568854192 Movie Vector: [1.586699015414702, -0.14382179350230756] User Vector: [1.8214217925014153, -0.7979207700018628] Predicted: 3.004806561031288 Movie Vector: [0.7432750539296804, 0.3118208043561585] User Vector: [2.066567078898746, -0.2805912338139107] Predicted: 1.448533572794627 Movie Vector: [1.949971269607158, -1.3296696123713778] User Vector: [0.17577682940708136, -0.6496330751127012] Predicted: 1.2065571263751789 Movie Vector: [1.7706723148719847, -0.6788083880656476] User Vector: [1.6215910768962332, 0.2738541539317619] Predicted: 2.6854119291081067 Movie Vector: [2.6285957243302343, -0.3591574042394881] User Vector: [1.697313256370272, -0.20507870772858072] Predicted: 4.535205904876509 Movie Vector: [2.42866228773423, 0.439180730219475] User Vector: [1.820332695790777, -0.5511737104327197] Predicted: 4.178908496771028 Movie Vector: [1.3869768409007395, 0.8707774219395512] User Vector: [2.034442449681873, -0.6850076825579146] Predicted: 2.2252353380275585 Movie Vector: [1.9210141687270867, -0.7085321952235847] User Vector: [1.7026657043089888, -0.4722454401542301] Predicted: 3.6054460409800564 Movie Vector: [2.12764060500607, -0.4422496941983806] User Vector: [1.4768668862293435, -1.0595458455452318] Predicted: 3.6108257815119744 Movie Vector: [1.8959813124936673, -0.2254485174989292] User Vector: [2.056148493025707, -0.9831883531092198] Predicted: 4.120077475119443 Movie Vector: [1.7673201726604013, -0.8945662019021552] User Vector: [1.820316403519293, -0.5488881130944493] Predicted: 3.7080986551644197 Movie Vector: [1.852073736072421, 0.0008263832734901888] User Vector: [1.7972312887804782, -0.7856980581545738] Predicted: 3.32795557986464 Movie Vector: [1.8789457269990644, -0.010833380735216934] User Vector: [1.8369186266665471, -0.24104138377990486] Predicted: 3.4540816975035296 Movie Vector: [2.358998525251526, -0.16663777913145095] User Vector: [1.4419537187557565, -1.8298235990800846] Predicted: 3.706484436778807 Movie Vector: [1.1533331940711966, -0.8447152711800326] User Vector: [2.172948204190201, -0.7789000810669888] Predicted: 3.1640820860906063 Movie Vector: [1.7035338956629669, -0.09963794821926396] User Vector: [1.8931520961584103, -0.6470302374464079] Predicted: 3.2895175307462314 Movie Vector: [2.094178682031936, 0.09506644537827587] User Vector: [1.6394534050445457, -0.7307658538781372] Predicted: 3.3638370588969417 Movie Vector: [1.1030004453145688, 0.9184737233400155] User Vector: [1.333878231871453, -0.6865799504901244] Predicted: 0.8406626402523542 Movie Vector: [0.5457107183766254, -1.0813497682654294] User Vector: [-0.18074179659742198, -0.5248162374056538] Predicted: 0.46887718103867726 Movie Vector: [1.4879885011530707, -0.8588930370223968] User Vector: [1.8700746700123614, -0.29287352998254323] Predicted: 3.0341966409061936 Movie Vector: [1.98938481461824, -0.0939633274438123] User Vector: [1.6702249696524774, -0.6588780421628992] Predicted: 3.3846305648441395 Movie Vector: [2.1170191606936717, 0.12537944225744074] User Vector: [1.8155670026898605, 0.08594074552768308] Predicted: 3.854365334959063 Movie Vector: [1.878444851081283, -0.8721957790780888] User Vector: [0.08771998890937613, -0.06536656783357633] Predicted: 0.22178960606099168 Movie Vector: [2.2825385134860166, -0.3251470372094816] User Vector: [0.7870147482880387, -0.7740849867151219] Predicted: 2.0480829136277143 Movie Vector: [1.9304007104169403, -0.07039210722383948] User Vector: [2.1081792818627907, -0.09815986408469361] Predicted: 4.076540463071933 Movie Vector: [2.070951176162013, -0.2204923626807324] User Vector: [2.121317053716405, -0.17491135647754313] Predicted: 4.431710665655951 Movie Vector: [2.6215390789367, -0.14877264723460581] User Vector: [1.9264226047479618, -0.7663468645738954] Predicted: 5.164203592636409 Movie Vector: [1.9447710132209906, 0.46249144545487086] User Vector: [1.7546170715952591, -0.6440936044126558] Predicted: 3.1144406380281127 Movie Vector: [2.000359183199943, -0.3369102178931917] User Vector: [2.33406717888086, 0.27934179871679504] Predicted: 4.574859609207561 Movie Vector: [1.591625712736887, -0.902335125233174] User Vector: [1.4891201950850494, -0.4282710909638485] Predicted: 2.7565660403517462 Movie Vector: [1.7704863861257842, -0.449152019317848] User Vector: [1.6038645110209009, -0.8339201843141589] Predicted: 3.214177216687409 Movie Vector: [2.0664697988899783, -0.05239852246664259] User Vector: [1.4670316807547237, -0.1247784789428964] Predicted: 3.0381148702266834 Movie Vector: [0.6655694612695321, -1.1715448834545412] User Vector: [2.1017290281545633, 0.04189853527663651] Predicted: 1.3497606423757869 Movie Vector: [2.664096277391342, -0.36344677599693914] User Vector: [2.209225131500025, -0.6024056417760216] Predicted: 6.104530837094478 Movie Vector: [2.1203598739438747, -0.9913749753625724] User Vector: [1.5564784764352304, -0.12704654012412045] Predicted: 3.426245266676009 Movie Vector: [1.6326674473419922, 0.2038778617796372] User Vector: [2.0285635206313675, -0.5587681479835584] Predicted: 3.1980491697588436 Movie Vector: [1.4783547254060125, -0.026646618282233223] User Vector: [1.880453201832655, -0.5976192166364324] Predicted: 2.79590140797801 Movie Vector: [2.1925042572764912, 0.20226580268851066] User Vector: [2.0950151883134707, -0.816807221788494] Predicted: 4.428117551079373 Movie Vector: [2.3224760829920545, -0.5065122447666535] User Vector: [1.5011678391124155, -0.07482032515213383] Predicted: 3.5243238137424275 Movie Vector: [1.3158613631809966, 0.44837150133389003] User Vector: [2.393176695050683, 0.3420460937298735] Predicted: 3.30245246885344 Movie Vector: [1.5536059939314408, -1.715473277185687] User Vector: [2.0890689889914533, -0.6566908062611911] Predicted: 4.372125632548014 Movie Vector: [1.8492530519079162, -0.14944097273957724] User Vector: [1.7001706619352415, -0.04976257057181898] Predicted: 3.151482352300322 Movie Vector: [0.1615001748967833, 0.8758104857031397] User Vector: [1.9613001480346386, -0.28421193900983066] Predicted: 0.06783452058585024 Movie Vector: [2.337848244597208, -1.5082262228306904] User Vector: [2.0435883205921597, -0.12080668008294208] Predicted: 4.9598031707699475 Movie Vector: [1.89328437717046, -0.0956483691050617] User Vector: [1.7192595628126919, -0.18930413870856694] Predicted: 3.2731539027064973 Movie Vector: [1.8260024656919147, -0.1984104576814835] User Vector: [1.6044731110345636, -0.26427460316594426] Predicted: 2.982206701853238 Movie Vector: [1.6344112698265485, 0.5085223702849399] User Vector: [2.213111464204635, -0.10834748540578892] Predicted: 3.562037198385424 Movie Vector: [1.4317979540098535, -0.5328284958400313] User Vector: [1.6517724964537965, -0.08209730308389761] Predicted: 2.40874826342701 Movie Vector: [1.0986016815474133, 1.4688373510013248] User Vector: [2.223801833878255, -1.2147139444013506] Predicted: 0.6588552218080217 Movie Vector: [1.929789050277418, 0.23512541533179998] User Vector: [1.9728230434265255, -0.28767561176529505] Predicted: 3.739492459642335 Movie Vector: [1.798989438271766, -0.8645545907864317] User Vector: [1.9326384924242204, -0.8934092794399355] Predicted: 4.249197329859635 Movie Vector: [1.9632690979132663, 1.0719039946338467] User Vector: [1.3426615564617148, -1.068052639648758] Predicted: 1.4911560518386848 Movie Vector:
avg loss: 9.614091363677806: 71%|████████████████████████████████▋ | 49813/70000 [01:21<00:35, 574.85it/s]
[1.9399524090796985, -0.14093724345877637] User Vector: [1.821078597046901, -0.7978896620315984] Predicted: 3.6452581810156013 Movie Vector: [2.214887262756896, 0.041262104985023536] User Vector: [1.4829285874819522, -0.22057851910455767] Predicted: 3.2754181059791176 Movie Vector: [2.4031249722830954, -0.6445264359605332] User Vector: [1.7634098352043905, -1.096399917861719] Predicted: 4.944352942796123 Movie Vector: [1.4763543429378934, -0.6481082834305203] User Vector: [1.5903349387007795, -0.22337799025089616] Predicted: 2.492671019294432 Movie Vector: [1.5869507674986396, 0.6623484761976063] User Vector: [1.7303705331175199, -0.24589160113413852] Predicted: 2.583146918266892 Movie Vector: [2.30027871336154, -0.3338049554803199] User Vector: [1.7116726963580438, 0.2321659283247384] Predicted: 3.859826130306072 Movie Vector: [2.1965081205279002, 0.04399591429283905] User Vector: [1.6204242758253304, -0.6653280301036177] Predicted: 3.530003365561818 Movie Vector: [0.7492809173552863, -0.3218000241942263] User Vector: [2.1816914787412354, -0.6610403318051462] Predicted: 1.8474225873456995 Movie Vector: [2.517156454415547, -0.030644144885579545] User Vector: [2.0630528413964577, -0.627964085233554] Predicted: 5.2122701979322645 Movie Vector: [2.3220913513992674, -0.027410380716172435] User Vector: [1.8675994330428485, 0.4511098176980955] Predicted: 4.324371399499066 Movie Vector: [2.186127180355671, 0.35444262235213153] User Vector: [2.040562367040868, 0.27907802653316965] Predicted: 4.559846001364222 Movie Vector: [1.6002981382186567, 0.03582601476442573] User Vector: [1.661447532241111, -0.27243141451677205] Predicted: 2.64905126071466 Movie Vector: [1.3317555966330004, -0.7582919132619986] User Vector: [1.3573234210685317, 0.27717208245322744] Predicted: 1.597445713742797 Movie Vector: [1.6524374275073939, -1.1817304305838126] User Vector: [1.8835320910683673, -0.4131246081161645] Predicted: 3.600620844226519 Movie Vector: [0.802215083063776, 0.048453496582047555] User Vector: [0.010208101472618802, -1.362670035770068] Predicted: -0.05783703494986326 Movie Vector: [1.8333370415728614, -0.9591298560937813] User Vector: [1.6432276711401979, -0.376346008680178] Predicted: 3.373554850385721 Movie Vector: [1.8832689081310001, 0.7685962996988875] User Vector: [2.208824181136045, -0.18461151111094204] Predicted: 4.01791817953974 Movie Vector: [1.811643550921546, 0.11863851115276443] User Vector: [1.2287404488605225, 1.393303304279252] Predicted: 2.3913391395385286 Movie Vector: [1.0332333583092241, -1.083074256844165] User Vector: [0.1515150680470743, -0.8783583161559286] Predicted: 1.1078777031062037 Movie Vector: [2.2071964024344166, -0.9443824889236315] User Vector: [1.7597135211651598, 0.06422398674899707] Predicted: 3.823381344776324 Movie Vector: [1.9621789189809191, -0.3896631648965456] User Vector: [1.8060180426819885, 0.20315187304704724] Predicted: 3.464569728843606 Movie Vector: [2.029740392282288, -0.21709436326462567] User Vector: [1.796978328448815, -0.2851176109076953] Predicted: 3.709296923504005 Movie Vector: [1.4779135808960746, -1.2357516082065285] User Vector: [1.5974130298102118, -0.8666297091530808] Predicted: 3.431777467862334 Movie Vector: [1.9141270251063758, -0.588490875134912] User Vector: [1.1274731624385246, 0.0850221264992619] Predicted: 2.1080921046763486 Movie Vector: [1.0735455159421352, 0.26697783875653786] User Vector: [1.823164380257485, -0.907348840584247] Predicted: 1.7150079127934124 Movie Vector: [1.9369310513012035, -0.42508967549593174] User Vector: [1.6059351883175585, -0.26443347010524754] Predicted: 3.2229936706268276 Movie Vector: [0.6830272080715992, -0.28416426000528044] User Vector: [1.9058085637118312, -0.017284936136018603] Predicted: 1.306630863477367 Movie Vector: [1.697276404506087, 0.6466708239198427] User Vector: [2.0681633534707946, 0.11507501394212005] Predicted: 3.5846605145887 Movie Vector: [1.4123528311413533, 0.41707228840938637] User Vector: [1.3101844740897308, -0.3778555387527126] Predicted: 1.692849677062321 Movie Vector: [2.2048985629311275, 0.3636840918339814] User Vector: [1.764748939723619, -0.793797321110778] Predicted: 3.602400943302418 Movie Vector: [0.07543569371540185, -1.0555141917744615] User Vector: [1.3016280732944905, -0.6845062919349332] Predicted: 0.8206953221646465 Movie Vector: [1.9799772408459777, -1.4405651805379542] User Vector: [0.366925929376537, -1.2879442251596598] Predicted: 2.5818725944817427 Movie Vector: [1.6670937880056487, -0.6307401785521508] User Vector: [2.014590611848763, 0.31106355564838445] Predicted: 3.1623112117568426 Movie Vector: [1.4193807769176765, -0.6338790379002971] User Vector: [2.208060934190029, 0.7567063322681223] Predicted: 2.654418962381034 Movie Vector: [1.6162632235201133, -0.17064262337927177] User Vector: [1.3155820905988038, -1.0312543240873309] Predicted: 2.3023028937900323 Movie Vector: [1.375982724839431, -0.40107509838736555] User Vector: [1.9194255768606072, -0.6479110673146232] Predicted: 2.9009574304446306 Movie Vector: [1.168611685193716, -0.019804590891606366] User Vector: [0.801507944040762, 0.29136737745862445] Predicted: 0.9308811374718972 Movie Vector: [1.7658434254193471, 0.18434824883916506] User Vector: [1.7301463756102582, -0.7553509013685622] Predicted: 2.9159199864581073 Movie Vector: [2.3253512965334746, 0.5450322145528547] User Vector: [1.604099839913686, 0.18100971050101122] Predicted: 3.8287517658823664 Movie Vector: [2.086774659729293, 0.36630870228724094] User Vector: [0.8390172353020453, -0.6219869596906356] Predicted: 1.5230006696605747 Movie Vector: [2.2495833298538326, -1.5030084442739695] User Vector: [1.891209305960032, 0.3547084175647862] Predicted: 3.7213031810971935 Movie Vector: [1.8521439259233308, -0.0888455242363055] User Vector: [2.441651832426048, -0.34856187023783863] Predicted: 4.553258772737543 Movie Vector: [1.7979865038795932, -0.9350418075368451] User Vector: [1.5010181703228265, -0.9162356209511074] Predicted: 3.5555290234622494 Movie Vector: [1.563848806635355, -0.6102088635102482] User Vector: [1.9066556636731453, -1.2646332961015527] Predicted: 3.7534116306711365 Movie Vector: [-0.04493065036585728, 0.42899481028381714] User Vector: [2.024109771371787, -0.12144512118190631] Predicted: -0.14304389516094818 Movie Vector: [1.9798777450427274, -0.6786476743813674] User Vector: [1.8739414328037882, 0.5499586589451374] Predicted: 3.3369467734226888 Movie Vector: [2.204899782689272, 0.060968970688764564] User Vector: [1.7598634415594632, -0.8336974034837082] Predicted: 3.8294928473009566 Movie Vector: [1.8728651017741555, -0.390491180432351] User Vector: [1.7560140339719463, -1.2107284816724713] Predicted: 3.761556196443066 Movie Vector: [2.103325920524963, -0.5163808647204923] User Vector: [1.0027035195600547, -1.3652857236415994] Predicted: 2.8140197258568644 Movie Vector: [1.474607540881991, 0.08495401000494743] User Vector: [1.9011560158284446, -0.3480295213141038] Predicted: 2.773892493898051 Movie Vector: [2.4609734249341924, 0.09547559914076037] User Vector: [2.0806230237519188, -0.33184715415511684] Predicted: 5.088674662893579 Movie Vector: [0.2035552071082284, 0.17291485072314977] User Vector: [1.2349630081511802, -0.5432823895321867] Predicted: 0.15744155760874007 Movie Vector: [1.8931575965114038, -0.20960815260102764] User Vector: [2.0013898783838098, -0.44300132277716214] Predicted: 3.8818031407104767 Movie Vector: [2.0780139972189056, -0.6609749176531181] User Vector: [1.8362138639440544, -0.6744365253202685] Predicted: 4.261463737948976 Movie Vector: [1.2457270616719778, -0.7776529021040907] User Vector: [1.8921193845223956, -0.4579533570693167] Predicted: 2.71319307836694 Movie Vector: [2.287056670900864, -0.5047468912463388] User Vector: [1.926873957128544, -0.9274507884504801] Predicted: 4.8749978398903275 Movie Vector: [1.6716468068931851, -0.8893226696451426] User Vector: [2.089521072304349, -0.32227400936325207] Predicted: 3.7795468108177603 Movie Vector: [1.3506812353443187, 0.2370921840698262] User Vector: [2.2173789933340693, -0.18436484615817417] Predicted: 2.9512607339016634 Movie Vector: [2.073447595507155, -0.270731136984184] User Vector: [1.6736605342064796, -0.2792968516837662] Predicted: 3.5458617645580945 Movie Vector: [0.5630333889499308, 0.2686225689777164] User Vector: [2.039405968241461, 0.472859844084476] Predicted: 1.2752744798280793 Movie Vector: [2.011392653487028, -0.18391298660081637] User Vector: [1.5219715853154299, 0.08122995931453708] Predicted: 3.0463432211004617 Movie Vector: [1.6563212522956463, 0.43174083869152935] User Vector: [1.9124648410233849, -0.8837142681405514] Predicted: 2.7861206211645744 Movie Vector: [1.3845374426935466, -0.40396278335012464] User Vector: [2.1138550175085147, -0.9653566485309859] Predicted: 3.3166795788322863 Movie Vector: [2.489441275676601, -0.4753115711846358] User Vector: [1.6712660771089136, -0.38708399250561787] Predicted: 4.344504255651309 Movie Vector: [2.0368046633881627, 0.13111298727504328] User Vector: [1.115134203602661, 0.5124694627501593] Predicted: 2.338501948349955 Movie Vector: [2.133291795851734, -0.4128933869436494] User Vector: [1.9307901262035854, -0.15800697809917663] Predicted: 4.1841787720897425 Movie Vector: [2.388562963072902, -0.02193729718545967] User Vector: [1.9028055216835587, -0.3522807530451901] Predicted: 4.55269888259623 Movie Vector: [2.4444170493527255, -0.37773594197853355] User Vector: [1.2504379789375597, -0.5808252588837561] Predicted: 3.275990491162516 Movie Vector: [1.899291030469341, 0.7391085200552655] User Vector: [1.6573444194701408, -0.8890987560731982] Predicted: 2.4906389245138163 Movie Vector: [1.5617226315193133, -0.6470100481756088] User Vector: [1.9132297989828555, -0.4343627406934923] Predicted: 3.268971334150458 Movie Vector: [2.035791276147413, -0.6622383405329707] User Vector: [2.211121160387132, -0.5983145381642665] Predicted: 4.897607995691723 Movie Vector: [1.2925760119671554, -0.3476601588351997] User Vector: [1.6543811792502727, -0.09321860273529031] Predicted: 2.1708218211821837 Movie Vector: [2.400837026865894, -0.05190705683914726] User Vector: [1.6147071336552548, -0.2734777959189875] Predicted: 3.890844101521043 Movie Vector: [1.9968814532577361, -0.4277121544547865] User Vector: [1.6037170467305697, 0.18896533212864622] Predicted: 3.1216100575675374 Movie Vector: [2.147579310723935, -0.3344192613441984] User Vector: [1.728977472391366, -0.5409140953059878] Predicted: 3.8940083406183548 Movie Vector: [1.6862883830455353, -1.1891551316586533] User Vector: [2.205188442180461, -0.5624731774230892] Predicted: 4.387451517828207 Movie Vector: [2.2199637481180523, -0.5084849139355696] User Vector: [1.3097727983597585, 0.01225698670092636] Predicted: 2.9014156378020695 Movie Vector: [1.6747279079465667, 0.42323546704832365] User Vector: [1.6495879503777517, -0.08118024615881089] Predicted: 2.728252617711875 Movie Vector: [2.2642102331188547, -0.5059922561995112] User Vector: [1.6880862341856033, -0.8063727635985575] Predicted: 4.2302004998211835 Movie Vector: [1.90380270641415, -0.21196441402662905] User Vector: [2.010991241268664, -0.15852245382638974] Predicted: 3.8621316867378073 Movie Vector: [1.9087834695894643, -0.49493355685023716] User Vector: [1.6352033006849953, -0.8982278950089546] Predicted: 3.5658121567045327 Movie Vector: [0.6274080223597891, -0.748604916059062] User Vector: [1.5638818976757616, -0.4210574808064425] Predicted: 1.2963977487001705 Movie Vector: [1.8204178869723768, -0.36070012194982876] User Vector: [1.836932219235968, -0.9039249448665162] Predicted: 3.670030106899864 Movie Vector: [2.298854732696858, -1.647579053596623] User Vector: [2.0329929502142208, -0.062385036448249144] Predicted: 4.776339744449306 Movie Vector: [1.537909731205389, -0.3165885070852721] User Vector: [1.8577259528182761, -0.4754513561773577] Predicted: 3.0075372557958877 Movie Vector: [1.8757935960259764, -0.012110407161978917] User Vector: [1.3327243951396557, -0.006882954037525174] Predicted: 2.4999992410464307 Movie Vector: [2.137289953879736, -0.18207387646086687] User Vector: [1.6898673826566457, -0.09627391288964228] Predicted: 3.6292655448629656 Movie Vector: [1.9811230900584742, 1.2453108702324878] User Vector: [1.8240496426747144, -0.39741606651159533] Predicted: 3.1187603168838587 Movie Vector: [2.1312232890299745, -0.10358053258499095] User Vector: [1.8437656188886322, 1.0318539271806628] Predicted: 3.82259624716093 Movie Vector: [1.805714436564951, -0.9528034916303209] User Vector: [1.502817728721656, 0.14883941888968485] Predicted: 2.5718449502681247 Movie Vector: [1.411277853834967, -1.0803358139124704] User Vector: [1.8844977251481625, 0.46024573222801524] Predicted: 2.1623299573776826 Movie Vector: [2.047217072725953, 0.12207532653466817] User Vector: [1.6908107593858157, -0.6727400388154788] Predicted: 3.3793316934520305 Movie Vector: [1.6975170994301325, -0.23094115535493112] User Vector: [1.8052093937952878, -0.08918912564397788] Predicted: 3.084971253740721 Movie Vector: [0.25557496185699874, 0.4020113428147731] User Vector: [1.4777658799558513, -0.02830482678201036] Predicted: 0.36630109698051533 Movie Vector: [1.420233223427511, -0.0001367817411005376] User Vector: [1.8343723458439745, -0.24082469365773748] Predicted: 2.6052694901251714 Movie Vector: [1.9917292934549538, -0.2763398241903407] User Vector: [2.0299816910256476, 0.13274612981974973] Predicted: 4.006490957016667 Movie Vector: [2.2016666478641587, -0.2678258698420688] User Vector: [2.0235084811481943, 0.09806128359140873] Predicted: 4.428827786038541 Movie Vector: [2.2155145086074, 0.2049236764622525] User Vector: [2.057575601908482, -0.4866392020889402] Predicted: 4.458864704182123 Movie Vector: [1.750036534305519, -0.2094171704835765] User Vector: [1.4045577881022007, 0.4131462218842026] Predicted: 2.371507530939231 Movie Vector: [1.9726068882115961, -0.5098214819036814] User Vector: [2.372336685700049, 0.2728962623404266] Predicted: 4.540559310496613 Movie Vector: [2.3663702734093404, -0.23572452234559207] User Vector: [1.5106374696382154, 0.12038742924559445]
avg loss: 9.594513244965366: 71%|████████████████████████████████▊ | 49951/70000 [01:21<00:31, 629.48it/s]
Predicted: 3.5463493327948465 Movie Vector: [2.053589279018272, 0.10225920366397705] User Vector: [2.0125110481434314, -0.3081495515599031] Predicted: 4.101359984621249 Movie Vector: [1.9407328123407965, -0.5124835403137166] User Vector: [1.98987719160382, -0.1292395098822435] Predicted: 3.9280530798469493 Movie Vector: [1.5092418476130947, 0.5773384460592015] User Vector: [1.9526817969073627, -0.004826386883933713] Predicted: 2.9442826242612745 Movie Vector: [2.157860756135753, 0.05986408857492799] User Vector: [0.886098368242237, -1.094885646605642] Predicted: 1.846532563578033 Movie Vector: [1.4357485757958464, -0.9987190373138015] User Vector: [1.9547796528507204, -0.7128726171785268] Predicted: 3.5185315565310296 Movie Vector: [1.5186231685780212, -1.7044765605106087] User Vector: [1.9626660698394598, 0.08260128179938764] Predicted: 2.8397582171449844 Movie Vector: [2.056409346894581, -0.6530395863817381] User Vector: [1.7001861200761508, -0.7815009021288452] Predicted: 4.006629654668205 Movie Vector: [1.0935269566374026, 0.3246110567135501] User Vector: [1.5418576414065799, -0.4669096818140056] Predicted: 1.5344988489720293 Movie Vector: [1.7654789776297517, 0.1334244074772899] User Vector: [1.5642287931848258, -0.47253817348918453] Predicted: 2.6985649247627714 Movie Vector: [1.5889305171086228, -0.7543437259822938] User Vector: [2.082027583648305, -0.5185687493584404] Predicted: 3.6993762476897416 Movie Vector: [1.7568885616914987, 0.6733518882692078] User Vector: [1.8676436239359393, 0.020945482121199864] Predicted: 3.2953454001461293 Movie Vector: [2.0428938431613357, 0.3348532788830943] User Vector: [1.7650894916954543, 0.8355221090285008] Predicted: 3.8856677730009266 Movie Vector: [1.398917037264664, -1.0855769045071164] User Vector: [1.6951736125610974, -0.5811001647978913] Predicted: 3.002236165843078 Movie Vector: [2.4075407578419026, -0.6472719502631741] User Vector: [1.8792374095355373, -0.24494721420217924] Predicted: 4.682888118166217 Movie Vector: [2.1113253336822915, 0.6071063957871743] User Vector: [2.014662330500992, -0.09474976625786236] Predicted: 4.196084428107661 Movie Vector: [2.059293710588843, -0.5948627543452624] User Vector: [2.1731692051049945, 0.36600234001365434] Predicted: 4.257472516040737 Movie Vector: [1.81061958899212, 0.7497427277280319] User Vector: [1.352654562022323, -0.5055901010371081] Predicted: 2.070080345673322 Movie Vector: [0.42192077223127655, -0.45772014240721176] User Vector: [2.380273151509353, -0.3276006107726231] Predicted: 1.1542360844217352 Movie Vector: [1.545494152339689, 0.18493772871733738] User Vector: [1.9969890791276592, 0.2992371833725015] Predicted: 3.141675189118702 Movie Vector: [0.7111859299929054, -0.7011890403250969] User Vector: [1.1775608659989425, -0.018490239527822507] Predicted: 0.8504298729186041 Movie Vector: [1.0950976798555352, 0.5340421138659673] User Vector: [1.9556562538234283, -0.2510573999382793] Predicted: 2.0075594015922715 Movie Vector: [2.0323361673458615, -0.26387055073088106] User Vector: [1.9393022707325143, 0.2949778052081393] Predicted: 3.863478188311986 Movie Vector: [0.6189757488432656, -0.3495593743086051] User Vector: [1.7890823701208936, -0.7585527903060504] Predicted: 1.372557838547294 Movie Vector: [1.7740822881943727, 0.1063039750916102] User Vector: [1.7677314207241046, -0.08314005245155104] Predicted: 3.1272628857263842 Movie Vector: [1.9100566358039095, -0.42090760475047345] User Vector: [1.8321165295894821, -0.6256632410917047] Predicted: 3.7627927510967476 Movie Vector: [1.887852803615946, -0.3176089519579358] User Vector: [1.7747698703318824, -0.5199898086498159] Predicted: 3.5156576936332287 Movie Vector: [2.2631829171249604, 0.07167775999475498] User Vector: [1.4554776850129922, -0.22108991399072356] Predicted: 3.2781650031856997 Movie Vector: [1.6093800859638554, -0.22658661166878177] User Vector: [2.083493506850111, -0.1539604917523224] Predicted: 3.3880183453165844 Movie Vector: [2.404612467978249, 0.0036126516799399877] User Vector: [2.0768091893884946, -0.5843409240481181] Predicted: 4.991810250194454 Movie Vector: [1.1552487693524316, -0.03903194397766303] User Vector: [2.1531183879277065, -0.6487688043951702] Predicted: 2.512710075551182 Movie Vector: [2.2280226848935683, -0.43707368138355923] User Vector: [1.6239562403045102, 0.10143824845836431] Predicted: 3.573875353986122 Movie Vector: [2.3512755927948064, 0.2142343381282537] User Vector: [1.6831044891142675, 0.3777411900848191] Predicted: 4.038367639219349 Movie Vector: [1.6599361156762638, -0.8458535585073282] User Vector: [1.7553584129346007, 0.6331687502630106] Predicted: 2.378214785040707 Movie Vector: [1.3458448514083876, -0.1925281962175204] User Vector: [2.1068933561306373, 0.6265431011070911] Predicted: 2.714924362706277 Movie Vector: [2.02939728994181, -0.10157251168681744] User Vector: [1.5930939823345684, -0.3766747327695084] Predicted: 3.271280409068739 Movie Vector: [0.8718249652065041, 0.09604961087006252] User Vector: [2.175397529971241, -0.8031535675202907] Predicted: 1.8194232882482657 Movie Vector: [1.5855447379228949, 0.2671786997153986] User Vector: [1.8061215391135692, -0.4639599731403422] Predicted: 2.739726280047092 Movie Vector: [1.675937431543221, -0.6160500907243346] User Vector: [1.9564658916870457, -0.003378836643196554] Predicted: 3.280995954036489 Movie Vector: [1.2892485516274286, -0.5407711903898873] User Vector: [1.9466334146147353, -0.28031385435065587] Predicted: 2.661279967041585 Movie Vector: [1.474579182606346, 0.021405409835369586] User Vector: [1.935273968000358, 0.004411004590784191] Predicted: 2.853809125214359 Movie Vector: [0.9256671247646096, 0.2480832385847423] User Vector: [1.4250149125195244, -0.8094606615634786] Predicted: 1.118275834391024 Movie Vector: [2.2726824918153525, -1.2790942331140474] User Vector: [1.4849985134526789, -0.8192408981615] Predicted: 4.422816430265276 Movie Vector: [1.5671166795052278, -1.0422757231662616] User Vector: [1.6494804868830582, -0.2986907035751579] Predicted: 2.896246452584682 Movie Vector: [0.6071099698264841, 0.8766590833450605] User Vector: [1.170302755889314, 0.06628707206337008] Predicted: 0.7686136346485146 Movie Vector: [1.7203056007116244, -0.44297361595685497] User Vector: [1.5911203948187551, -0.024571648529307696] Predicted: 2.748097918612244 Movie Vector: [1.8136880593421685, 0.2263565138186953] User Vector: [1.4790287048125637, -0.1416287173724957] Predicted: 2.650438118621808 Movie Vector: [1.994731164311179, -0.3241318410848979] User Vector: [1.7569117100435212, -0.2965039209265269] Predicted: 3.6006729027458637 Movie Vector: [1.0859210198796916, 0.1348088208423272] User Vector: [2.4384153367705665, -0.9277743425672773] Predicted: 2.5228543042669154 Movie Vector: [2.1341118378439363, -0.23365446125490444] User Vector: [1.834844513430222, -0.47796676705753266] Predicted: 4.0274424641690105 Movie Vector: [1.1523738738144604, -0.9590255116159229] User Vector: [1.8767044899574647, -0.44921644666266464] Predicted: 2.5934752556842238 Movie Vector: [0.5329556482692044, -1.3403058335796059] User Vector: [1.2518408145919286, -0.5289451322215223] Predicted: 1.3761238792307324 Movie Vector: [1.871241222852729, -0.191393083547527] User Vector: [1.6339154747117892, -0.2747038533925506] Predicted: 3.110026408500874 Movie Vector: [1.9292375686236678, 0.19871446510428944] User Vector: [0.4235258790897044, -0.57903973453349] Predicted: 0.7020184661022706 Movie Vector: [1.9086428324871423, -0.5889044350617935] User Vector: [0.9202900380971478, 0.42569901906469665] Predicted: 1.5058089446947853 Movie Vector: [2.228911834186555, -0.04890964170399991] User Vector: [1.9969672207915614, -0.9267819912672337] Predicted: 4.4963924460355456 Movie Vector: [1.6949001122781802, 0.42224274367590137] User Vector: [1.7069429392970414, -0.7833860591200343] Predicted: 2.562318700506707 Movie Vector: [1.913037224622664, -0.46568458445579786] User Vector: [1.874128569591493, -0.16527244107033698] Predicted: 3.6622425453991885 Movie Vector: [1.3247509552623062, -0.668606162388924] User Vector: [1.973616679620264, 0.07031050546930143] Predicted: 2.5675405444111106 Movie Vector: [1.777618008087435, 0.5015113858701498] User Vector: [1.7181656478002703, -0.9049929660682072] Predicted: 2.60037791979137 Movie Vector: [1.3835344465904478, 0.4093192015634099] User Vector: [0.3634626465003445, -0.2228417347448104] Predicted: 0.4116496905414027 Movie Vector: [1.4966669079685857, -0.09379536456897639] User Vector: [2.0489954545052673, -0.2912956937265241] Predicted: 3.0939858771265376 Movie Vector: [1.1554733329810114, 0.8875694466082458] User Vector: [1.8117642251190127, -0.666659581550564] Predicted: 1.501738571901106 Movie Vector: [2.1681201404193406, -0.25115446648542505] User Vector: [1.9288716470001843, -0.4267554269951512] Predicted: 4.289206997731652 Movie Vector: [1.9316843786254139, -0.4790620042018882] User Vector: [2.151154729564451, -0.0451012911388615] Predicted: 4.1769583020309025 Movie Vector: [1.6667577771368483, -0.23082655651121242] User Vector: [2.007424905308578, 1.207886639622819] Predicted: 3.0670787592612387 Movie Vector: [2.03671973505681, -0.5187177455698327] User Vector: [1.5473490759003865, -1.1910408910507935] Predicted: 3.7693304457955867 Movie Vector: [2.2652261739944657, -0.6287221062270297] User Vector: [1.8761588740328334, -0.6688011316321472] Predicted: 4.670414244157944 Movie Vector: [1.8346691915369953, -0.9499358059344659] User Vector: [1.1111967481643303, 0.9226340441986086] Predicted: 1.1622353252348092 Movie Vector: [1.789760463953749, -0.1977325024751956] User Vector: [0.8432006936375243, -0.578222506319173] Predicted: 1.6234606478127882 Movie Vector: [1.4993086863631826, 1.381277491768216] User Vector: [1.127796616170856, -0.47001901879757807] Predicted: 1.0416885717078919 Movie Vector: [2.363378035155988, 0.08219820192339809] User Vector: [1.696914431443751, -0.19592933185777156] Predicted: 3.994345256030611 Movie Vector: [1.9253348336975598, -0.1735985672247464] User Vector: [1.7200177593911996, -0.06910982967226215] Predicted: 3.3236074741465553 Movie Vector: [2.1302458027049576, -0.6050070202724277] User Vector: [2.0197767953530397, -0.08007415926635546] Predicted: 4.351066469200241 Movie Vector: [1.65216804851562, -0.4012014684476915] User Vector: [1.7497664187697803, -0.19964951182343169] Predicted: 2.971007846775459 Movie Vector: [0.4368187145537516, -0.2512316671800078] User Vector: [1.9930442708541245, 0.5339369486897875] Predicted: 0.7364571666548763 Movie Vector: [1.5695146561447415, -1.2893891466217209] User Vector: [1.8433984980520077, -0.3517351406613188] Predicted: 3.3467644326619985 Movie Vector: [2.0333144666331533, 0.16596312995732493] User Vector: [1.6367731581798086, -0.5405633117481804] Predicted: 3.238360961966014 Movie Vector: [2.2040870527520657, -0.844729422073852] User Vector: [1.4188020619065556, -0.6220123138234981] Predicted: 3.652595357445117 Movie Vector: [2.1881972418709013, -1.514521798221784] User Vector: [1.7772559638837224, 0.056718186314525465] Predicted: 3.803085668740018 Movie Vector: [0.32052040100097656, 0.3778362274169922] User Vector: [1.9457356357227509, -1.1952842526686087] Predicted: 0.17202627348450017 Movie Vector: [1.6222843257885171, -0.8459106751829043] User Vector: [1.6053403184659434, -0.0587698934236708] Predicted: 2.654032516430091 Movie Vector: [1.8452984307714728, 0.15680072461575337] User Vector: [1.543610270241783, 0.10494427590233166] Predicted: 2.864876947905653 Movie Vector: [1.8685949285606385, 0.6239500940421856] User Vector: [1.9684385540833118, -0.32043389926563753] Predicted: 3.4782795377622135 Movie Vector: [2.2111861961405856, -0.468228606603895] User Vector: [1.9422844519712996, -0.7201376990105242] Predicted: 4.631941640548052 Movie Vector: [2.3367917311979305, -1.1839811047966544] User Vector: [1.7210434151926346, 0.21290295281191515] Predicted: 3.7696469483700743 Movie Vector: [1.8420878137769816, -0.18680657332222148] User Vector: [1.9589766520830187, -0.15828887282045312] Predicted: 3.6381764202023845 Movie Vector: [2.2948305385182777, -0.03399510124642493] User Vector: [1.5295267060902717, -0.2032530119215283] Predicted: 3.516914201334139 Movie Vector: [2.062041021830133, 0.19902812976713674] User Vector: [1.627222601793789, 0.46566769667827373] Predicted: 3.448080727310799 Movie Vector: [2.1981665836566755, -0.07713570549215708] User Vector: [1.6075519633409956, -1.1797742345378575] Predicted: 3.6246697252104045 Movie Vector: [2.2816901238288767, -0.4620243281595606] User Vector: [1.820095608274218, -0.33150665775817845] Predicted: 4.306058314654738 Movie Vector: [2.1794675883293997, 0.08439428257266755] User Vector: [1.3609737053292195, 0.1888442248647148] Predicted: 2.98213545220905 Movie Vector: [1.485953942258821, -1.5273292319849345] User Vector: [1.6985340258168433, -0.7718118941340673] Predicted: 3.7027541992279067 Movie Vector: [2.0675635577923326, 0.23491010377800664] User Vector: [2.068317298704122, -0.5168267536542895] Predicted: 4.154969646415942 Movie Vector: [1.881487893259781, 0.7687451552979411] User Vector: [2.2530688690991725, -0.4198402424342241] Predicted: 3.916371647520176 Movie Vector: [2.129039861317736, -0.04571484733065706] User Vector: [1.5447172230980273, -0.278573296227834] Predicted: 3.3014994781471954 Movie Vector: [2.48515685376603, -0.396659477446751] User Vector: [1.7107459469542978, 0.30119657623286034] Predicted: 4.131999538588653 Movie Vector: [1.8228865574077846, -0.16948222430564233] User Vector: [1.8229411461904177, -0.28430757607676177] Predicted: 3.371199990716487 Movie Vector: [1.5560550146518435, -0.762980140061841] User Vector: [1.5515373672377428, -0.5832859719514636] Predicted: 2.8593131132856433 Movie Vector: [2.065771685267816, -0.5353905528362376] User Vector: [1.7960816904408088, -0.3980012264527656] Predicted: 3.923380797200624 Movie Vector: [1.8997871737832515, -0.2823521742562549] User Vector: [1.8504219628802674, 0.1473507883707721] Predicted: 3.473803095691899 Movie Vector: [2.2459164683503685, -0.2708002154822905] User Vector: [1.5173785852152326, 0.16068337203870575] Predicted: 3.3643924614845715 Movie Vector: [2.1107779459362828, -1.189775069235554] User Vector: [1.925736522501521, -0.6262923809721882] Predicted: 4.809949242313126 Movie Vector: [2.2847140642620136, -0.5078789739092908] User Vector: [2.0797140512499266, -0.26103750427763706] Predicted: 4.884127402358406 Movie Vector: [1.35430596676481, -0.3511384262413592] User Vector: [1.4998094099861838, 0.7920397198284521] Predicted: 1.7530852522130884 Movie Vector: [1.9370476556560303, -0.9021956902405134] User Vector: [0.6721641651564441, 0.8409509524534488] Predicted: 0.5433116953251264 Movie Vector: [1.7059886292626347, -0.31307978554813626] User Vector: [2.461731751094942, -0.9248797873797477] Predicted: 4.489247541153423 Movie Vector: [1.49605847640794, -0.7404250022596356] User Vector: [1.6636068722838089, 0.2547751617912401] Predicted: 2.3002112629457154 Movie Vector: [2.139811145089561, -0.13500456175586678] User Vector: [1.6676233251584853, -0.4647242293189185] Predicted: 3.631138867901974 Movie Vector: [2.160546534136598, -0.9946551852812616] User Vector: [2.0999574981744353, -1.0637499516781346] Predicted: 5.595120299794286 Movie Vector: [2.1333753516348413, -0.8534031817836263] User Vector: [2.0538988669969114, -0.51846493076178] Predicted: 4.824196839157268 Movie Vector: [2.0048173602920567, -0.04979546492520648] User Vector: [1.8536356790942838, -1.2439450656307272] Predicted: 3.7781438119894744 Movie Vector: [2.1224121279414723, -0.5846777448791246] User Vector: [2.175787467472643, -0.5417398791918436] Predicted: 4.934660959663976 Movie Vector: [2.0750819989617337, -1.1101823537143316] User Vector: [1.7104617548136534, -0.273849844979009] Predicted: 3.853371662789412 Movie Vector: [0.35239732429280624, 0.26687154404224495] User Vector: [2.1934081836902335, -0.7164455720621669] Predicted: 0.5817522389759224 Movie Vector: [1.709634883692457, 0.09043878932250704] User Vector: [2.026716792714515, -0.177928354690391] Predicted: 3.4488541032056848 Movie Vector: [1.4996263957792215, -0.8017407761242772] User Vector: [1.9437884951585482, -0.6364676753745209] Predicted: 3.4252386231845136 Movie Vector: [2.186085004091746, -0.4396932623669392] User Vector: [1.2768099531704953, -0.15874008876745874] Predicted: 2.861012039199686 Movie Vector: [1.4872813653989891, 0.15275270711993452] User Vector: [1.8322090754863007, -0.4776782246193914] Predicted: 2.652043773542829 Movie Vector: [1.8870744452439367, -0.11776922601996156] User Vector: [2.1571587332456517, -0.5287759835454418] Predicted: 4.132992658162743 Movie Vector: [1.6121686659173768, -0.5722417886245482] User Vector: [2.0078833308932595, -0.709451635240169] Predicted: 3.64302446357637 Movie Vector: [0.8440574470822182, -0.9640895075307196] User Vector: [1.6724979766940544, -0.9078981310220058] Predicted: 2.286979434483625 Movie Vector: [1.3410249698951366, 0.8234783176880509] User Vector: [1.6550519932926593, -0.2553665806435927] Predicted: 2.0091772072580385 Movie Vector: [2.037239627438506, 0.2939535635227371] User Vector: [1.6354851609566445, -0.8920422021743942] Predicted: 3.0696561958466866 Movie Vector: [2.442932056201012, -0.2731485177826287] User Vector: [2.1421817866972686, 0.3621570510913792] Predicted: 5.134281895222578 Movie Vector: [1.831561254465081, -0.2887413943178588] User Vector: [1.7927564692976248, -0.3023284791517901] Predicted: 3.370838034469433 Movie Vector: [1.7703973101756014, 0.23050194605987165] User Vector: [1.5488188333611312, 0.04924369206426209] Predicted: 2.7533754633838456 Movie Vector: [2.0715606164224454, -0.2741309407449192] User Vector: [1.7216416491216853, -0.48903416176040987] Predicted: 3.7005444307328577 Movie Vector: [0.10080958880973223, 1.3695774002732715] User Vector: [2.2892730580877467, 0.3422499925079999] Predicted: 0.6995185306416771 Movie Vector: [2.481430314238334, -0.06555688480924288] User Vector: [1.192452825361432, -0.41045278852739175] Predicted: 2.9858965953281302 Movie Vector: [1.9410805076851931, -0.3592059956516967] User Vector: [0.40540586000533163, 0.4096865931676793] Predicted: 0.6397635319537536 Movie Vector: [1.2209561241907014, -1.890438063975531] User Vector: [1.9341118577432945, -0.5016284967935485] Predicted: 3.3097633218948816 Movie Vector: [0.48859669176982395, 0.023674852878834494] User Vector: [1.8621494980334385, -0.39020730706063805] Predicted: 0.9006019837330695 Movie Vector: [1.6393022679486042, 0.1637136082168226] User Vector: [1.7160149323105272, -0.5148513176844159] Predicted: 2.7287790034570163 Movie Vector: [1.7225150895289447, -0.5584972944534732] User Vector: [1.5794137080479027, -0.20399202670016434] Predicted: 2.834492939723498 Movie Vector: [1.6175742416031849, -0.5008350832087257] User Vector: [1.8288911090101576, 0.12277316074062827] Predicted: 2.8968780424565828 Movie Vector: [-0.8600131067133563, 1.3973121139850464] User Vector: [1.7640017368315328, -0.5203832624909387] Predicted: -2.2442024505338916 Movie Vector: [1.2279608865284182, -0.06796215505648893] User Vector: [1.5868006079345491, -0.8295912684926428] Predicted: 2.0049098916859482
avg loss: 9.577975793823233: 72%|████████████████████████████████▉ | 50079/70000 [01:21<00:32, 619.29it/s]
Movie Vector: [1.3183927177657204, 1.1994639205073352] User Vector: [1.4120101175945725, -0.8394451419805664] Predicted: 0.8546996953973562 Movie Vector: [2.241805498160263, 0.09304408544218605] User Vector: [1.5709545770506934, 0.4203851909785324] Predicted: 3.5608889638203114 Movie Vector: [0.05355872434607378, -0.43691180287044257] User Vector: [0.8610276711664016, -0.04140424752417985] Predicted: 0.06420554812662664 Movie Vector: [1.6234488904916542, -0.28870660732794706] User Vector: [1.6766993895528348, 0.22883287245592662] Predicted: 2.655970201405724 Movie Vector: [2.179486537423938, 0.046769907223102564] User Vector: [2.001022741960907, 0.05022512118506875] Predicted: 4.363551151441026 Movie Vector: [0.40242052692312746, -0.5153766739977282] User Vector: [1.2789660230045825, -0.5652011986304972] Predicted: 0.8059736947839959 Movie Vector: [2.193419964932194, 0.2901652372841518] User Vector: [1.836821323025018, -0.9075764286715444] Predicted: 3.76557343215726 Movie Vector: [1.8528758780735295, -0.5333411569122719] User Vector: [1.5781845830843848, -0.6565720051518936] Predicted: 3.2743570179685073 Movie Vector: [2.2210350090551936, -0.27343504690784765] User Vector: [1.8133807257914578, -0.4158360552441048] Predicted: 4.14128622800039 Movie Vector: [2.281896043861884, 0.04036484687029078] User Vector: [1.6383329675608567, 0.010160376688297394] Predicted: 3.738915639254787 Movie Vector: [1.3955741860004818, 0.07488549739206514] User Vector: [1.4845913223072351, 0.004192475899982749] Predicted: 2.072171281815373 Movie Vector: [2.00024133233141, -0.2050191118066532] User Vector: [1.4848118016758378, -0.20330625359047944] Predicted: 3.0116636039813374 Movie Vector: [1.5739549728598718, -0.29546144687243947] User Vector: [2.3858286752218896, -0.08453732149223289] Predicted: 3.780164427079989 Movie Vector: [1.4874842082110964, 0.3456826893534272] User Vector: [1.4938770830372707, -0.23200427936366852] Predicted: 2.14191870679446 Movie Vector: [2.0113560586072925, -0.8092277436041221] User Vector: [1.7861180242637218, 0.7347210224583655] Predicted: 2.997962674308027 Movie Vector: [1.5975570234766596, -0.29629774084509103] User Vector: [1.4123935080151497, 0.9852952937939221] Predicted: 1.964438399026001 Movie Vector: [2.236473376049525, 0.34948150386025933] User Vector: [1.5488130140595537, 0.09731716717891295] Predicted: 3.4978896203603176 Movie Vector: [1.8156948729074431, -0.4512136508862124] User Vector: [2.1729146848402685, -0.22945506472481042] Predicted: 4.0488833099985815 Movie Vector: [1.1571037277585114, -0.5395786770229101] User Vector: [1.9825172476777921, -0.34334219759378015] Predicted: 2.4792382263773076 Movie Vector: [2.292117118701093, -0.08163804893106989] User Vector: [1.8937586340009662, -0.04443197272786196] Predicted: 4.344343923245274 Movie Vector: [1.4024492303167904, -0.2626984129634876] User Vector: [1.824691942332662, -0.46083069140732236] Predicted: 2.6800973013672613 Movie Vector: [1.9168984509237765, -0.47356599684279777] User Vector: [1.5268701808609506, -0.8714899264240581] Predicted: 3.339563080199528 Movie Vector: [1.9148087888151746, 0.616427132550317] User Vector: [1.5332073280516343, -0.009659204724921872] Predicted: 2.9298446709577997 Movie Vector: [1.9938393864005552, 0.13026872570293468] User Vector: [1.2296445786900239, -0.6978016530426944] Predicted: 2.3608120601308134 Movie Vector: [1.7551848457471138, -1.255290389706722] User Vector: [2.3121931863669642, -0.3423518661906058] Predicted: 4.488077448678257 Movie Vector: [1.6922346668876296, 0.30858457015162877] User Vector: [1.7243115573538257, -0.4601102637826049] Predicted: 2.7759568658974336 Movie Vector: [2.244471661325915, -0.09426311175067195] User Vector: [1.946689879079058, -0.10676117267913673] Predicted: 4.379353907333805 Movie Vector: [0.952254319219312, -1.02684516552829] User Vector: [1.9006170390508728, -0.2362810702338455] Predicted: 2.0524948592934877 Movie Vector: [1.8449420085042845, 0.33385288187923023] User Vector: [1.6794035345370408, -0.32116381875735156] Predicted: 2.991180663650482 Movie Vector: [2.272847555305661, 0.10135089539841913] User Vector: [1.30167896644763, 1.2668711353402644] Predicted: 3.086916380604443 Movie Vector: [1.9384336559192687, -0.8249339162099761] User Vector: [0.836317761436219, 0.8664959850085754] Predicted: 0.906344569517684 Movie Vector: [1.8293262097960628, 0.14847568664236613] User Vector: [1.640375765787954, 0.19715514524605912] Predicted: 3.030055127835676 Movie Vector: [1.9631506782537222, 0.40378753619866514] User Vector: [1.9015767576382343, 0.4318911560075761] Predicted: 3.9074739672993064 Movie Vector: [2.2038546087312856, 0.0030329162764841933] User Vector: [1.7020666434669784, -0.4272931323023401] Predicted: 3.7498114722767006 Movie Vector: [1.9479533961455822, -0.11365071956711652] User Vector: [1.5165041298346513, -0.164348794115189] Predicted: 2.9727577286913887 Movie Vector: [1.7990329575061927, -0.7758318794904564] User Vector: [1.2783608923754248, 1.396552782101947] Predicted: 1.2163232072246368 Movie Vector: [1.9629001589223565, 0.2743389900464656] User Vector: [1.4173564013577857, -0.41639451404762073] Predicted: 2.6678958550301037 Movie Vector: [1.852390480440751, -0.9615953081347547] User Vector: [1.8026740499697318, -1.091657282897489] Predicted: 4.388988770826866 Movie Vector: [1.3374751467202692, -0.06239113995621112] User Vector: [0.9627355777985878, 0.41260261037402673] Predicted: 1.2618921609588454 Movie Vector: [2.236796225326698, 0.0482083646477163] User Vector: [1.9302955008086076, -0.38690530641847487] Predicted: 4.299025617877844 Movie Vector: [1.7209702105056368, -0.270091442302253] User Vector: [1.5472958465807456, -0.6326029309399326] Predicted: 2.833710696826762 Movie Vector: [2.293295707963529, 0.003125910258480623] User Vector: [1.8798535094686348, -0.3985510236323839] Predicted: 4.309814150131298 Movie Vector: [1.0554448665126586, -0.31665242037618485] User Vector: [0.9869224190949742, -0.5250125310837146] Predicted: 1.2078886895755305 Movie Vector: [1.6629203410753874, -0.24635808993566677] User Vector: [1.9881399764826029, 0.06836086089770219] Predicted: 3.2892771566809467 Movie Vector: [2.338483548430223, -0.37519061257098696] User Vector: [1.348104834100411, 0.44732801626261726] Predicted: 2.9846877036613306 Movie Vector: [2.029208215726644, 0.1101975376558794] User Vector: [2.3188714815893947, -0.07544185405415116] Predicted: 4.697159555102453 Movie Vector: [0.6554774199441911, -0.2535885030317273] User Vector: [1.454947933668221, 0.43018591235398] Predicted: 0.8445953161747939 Movie Vector: [1.7267151605572384, -0.5802756125499139] User Vector: [1.9885925617849682, -0.05172610227806429] Predicted: 3.463748320289685 Movie Vector: [2.2914539677027195, -0.2489022795055877] User Vector: [1.766520689944563, -0.8239008299648105] Predicted: 4.252971638667201 Movie Vector: [0.5917042711784959, 0.39232346237780985] User Vector: [2.1946598919421496, -0.2582932467696757] Predicted: 1.197255130964821 Movie Vector: [1.898395131540768, -0.2531788330566267] User Vector: [1.413700795485675, 0.6488438220566672] Predicted: 2.519489185901008 Movie Vector: [1.554068351337656, -0.5517130245512822] User Vector: [1.9255582157735425, -0.6496986251894263] Predicted: 3.350896275341936 Movie Vector: [0.9487834013614309, -0.39993810967630145] User Vector: [1.6006712787260513, 0.05577394566681662] Predicted: 1.4963842138920787 Movie Vector: [1.478403090057285, -0.19853117858676214] User Vector: [1.5794780290983121, 0.06470747905478859] Predicted: 2.3222587468164098 Movie Vector: [2.034114800152915, -0.5991033537964674] User Vector: [1.814600642723767, -0.14377169235608775] Predicted: 3.777240126802932 Movie Vector: [2.507484063788464, 0.4319850250007398] User Vector: [1.6704923353526355, -0.7174368437261354] Predicted: 3.878810936704022 Movie Vector: [1.3555445394601824, 0.23668782274150252] User Vector: [2.1627681661579086, 0.1683144435388716] Predicted: 2.9715665569308287 Movie Vector: [1.8670338887056492, -0.7711520974467065] User Vector: [1.4177053584473909, -0.296486721110057] Predicted: 2.8755403052699857 Movie Vector: [2.044409815018226, 0.10366473518529909] User Vector: [0.8646506662676815, -1.142840685023887] Predicted: 1.6492280317077097 Movie Vector: [2.283148865301492, 0.5631336658466158] User Vector: [2.030242404328723, -0.13397777056664034] Predicted: 4.559898248648947 Movie Vector: [2.3226871903889217, -0.5339257969664303] User Vector: [1.7508130983891346, 0.0697469945675906] Predicted: 4.029351436733068 Movie Vector: [1.85192855175727, 0.04478170175662586] User Vector: [1.4153293615149687, -0.7372871758735933] Predicted: 2.588071880311001 Movie Vector: [0.9785406646582995, -0.6670434343351138] User Vector: [1.3368064016983934, -0.6392768980534537] Predicted: 1.7345448824060896 Movie Vector: [1.5660660724293571, -1.0462434602091422] User Vector: [1.3454829221373967, 0.8013278018967143] Predicted: 1.2687311831742831 Movie Vector: [1.8125834527713343, -0.9688261221763838] User Vector: [1.76652457751165, -0.32466856771708047] Predicted: 3.516520607565389 Movie Vector: [1.3992618850492402, -0.31817609373126826] User Vector: [1.8801633052437112, -0.015058177267671134] Predicted: 2.635632002717466 Movie Vector: [2.4749950583622127, -0.3984485788556759] User Vector: [0.25421648180362694, 1.2109648377458073] Predicted: 0.14667731757419294 Movie Vector: [1.3376104123130959, -0.36112518042824693] User Vector: [2.116219640214445, 0.1882887385631582] Predicted: 2.7626816208060876 Movie Vector: [2.5255992299590724, -0.5668256674551968] User Vector: [1.27603476577808, 0.06246880164136791] Predicted: 3.187343501664629 Movie Vector: [2.1674916093329575, -0.14271840349616494] User Vector: [1.8349910046965325, -0.1497772207766515] Predicted: 3.998703571710524 Movie Vector: [1.825890830352763, -0.24909591432710398] User Vector: [2.3905991073823665, -0.6315914905257809] Predicted: 4.522299849032701 Movie Vector: [2.225287710908518, 0.01561330520213805] User Vector: [1.7638475020182325, -0.6013029523683424] Predicted: 3.9156798436435865 Movie Vector: [1.7142200469970703, -0.8162212371826172] User Vector: [0.3264522142238907, -0.5833412697865242] Predicted: 1.0357464629340112 Movie Vector: [1.8272871647714042, -0.1986220619377872] User Vector: [1.9949266722015386, 0.07694343586485378] Predicted: 3.6300212388899467 Movie Vector: [0.9598776481340017, -1.503554511332658] User Vector: [2.0810847267303205, -0.17062785576762027] Predicted: 2.254134995359915 Movie Vector: [2.223017298374003, -0.0017777565089807821] User Vector: [2.061543105868975, -1.0724631197009051] Predicted: 4.584752563982089 Movie Vector: [2.0662785418489524, -0.2140611854549284] User Vector: [1.8902621299695248, -0.04329094782391822] Predicted: 3.91507498923638 Movie Vector: [1.443714954146143, -0.12507697570455978] User Vector: [1.7863466373286119, -0.8388975826902755] Predicted: 2.6839021261687592 Movie Vector: [1.7013977102692932, 0.003452198561369437] User Vector: [1.8468775133715418, -0.923488530439946] Predicted: 3.139085106621961 Movie Vector: [2.0146928040702, 0.43682420499304786] User Vector: [2.2073056673672578, -0.18523124420306336] Predicted: 4.366129353439309 Movie Vector: [1.7953122754086464, -0.35648587087306893] User Vector: [1.6558649150280687, -0.6748238556309186] Predicted: 3.213359778228897 Movie Vector: [2.128809501870964, -0.5862705992509413] User Vector: [1.9819791247564111, 0.07537388401343227] Predicted: 4.175066501142918 Movie Vector: [2.104784139401497, 0.352957770940888] User Vector: [0.9469732362604384, 0.4133378991450785] Predicted: 2.1390650716463138 Movie Vector: [1.9458213412934138, -0.21797647200611775] User Vector: [0.8914897070803307, -0.029406908619398108] Predicted: 1.7410897117737842 Movie Vector: [2.07350241577697, -0.2142266272443745] User Vector: [1.8895353239103485, -0.3896375089433993] Predicted: 4.001426788212871 Movie Vector: [2.201971116081919, -0.4974934054334109] User Vector: [2.2692877168935777, -0.20881203106650717] Predicted: 5.1007886151098845 Movie Vector: [1.5488039267818818, 0.9124513644568566] User Vector: [1.7142122770554802, -0.1737266884168075] Predicted: 2.4964615521527516 Movie Vector: [2.1717868821918915, 0.14159915450541158] User Vector: [1.6515423090416692, -0.7235117277219246] Predicted: 3.4843492732414303 Movie Vector: [1.426730308306197, -0.43610954214431685] User Vector: [1.568598025395989, -0.2690637860964647] Predicted: 2.355307628943857 Movie Vector: [2.2504320816757803, -0.41240606274519637] User Vector: [1.9664759826670344, -0.509867566297834] Predicted: 4.6356931147771645 Movie Vector: [2.0736589618854824, 1.023163198249479] User Vector: [1.7343287787581578, -0.5199521686415615] Predicted: 3.0644104911237053 Movie Vector: [1.8727794701996234, -0.6083059395225057] User Vector: [2.1767490162829137, -0.4862039696737844] Predicted: 4.372331632043849 Movie Vector: [1.9009259676796018, 0.07237789721920886] User Vector: [1.5325415824769832, -0.6704784646974367] Predicted: 2.8647202692737235 Movie Vector: [0.8160886386913729, -0.7266282356228676] User Vector: [2.136833081804485, -0.4159100805206836] Predicted: 2.0460572088270226 Movie Vector: [1.8770933494213422, 0.1670041401839567] User Vector: [1.8187752971026017, -0.058229587163213935] Predicted: 3.40428643214566 Movie Vector: [1.4735839680001328, -0.7438668890486202] User Vector: [1.5428597436730123, 0.007319117077498161] Predicted: 2.268088934298324 Movie Vector: [1.8935673575482685, -0.4602493356727242] User Vector: [1.265466682417102, -0.5416929241135053] Predicted: 2.6455602103517815 Movie Vector: [1.8431521480033353, -0.4030520186595619] User Vector: [1.7375629261338634, -0.9822158629249462] Predicted: 3.598476925905934 Movie Vector: [2.213871512916132, 0.06574821179978621] User Vector: [1.7194168331194815, -0.6874430312344021] Predicted: 3.761369795653804 Movie Vector: [1.796357038666303, -0.3765995097996904] User Vector: [1.96101332009202, 0.1434286162386797] Predicted: 3.468664933898941 Movie Vector: [1.2238582515709275, -0.4062431884518558] User Vector: [2.080373923378331, -0.8294641174945184] Predicted: 2.883046940276933 Movie Vector: [1.2055415235472882, -0.033250976176589744] User Vector: [1.8315519569645324, -0.20366132954845723] Predicted: 2.214783874671948 Movie Vector: [1.029016736035126, -1.1317019748024182] User Vector: [1.750574967085601, -0.04857291244771171] Predicted: 1.8563409997542033 Movie Vector: [2.1521108515707192, -0.114040139611291] User Vector: [2.151438649989879, -0.8116019699726459] Predicted: 4.722689667096357 Movie Vector: [2.1633388752620264, -1.1243125333720463] User Vector: [1.518892130205796, -0.164488118783348] Predicted: 3.470814446142658 Movie Vector: [1.7593704419995047, 0.2132661225642439] User Vector: [1.6855371669924242, -0.14750187725873734] Predicted: 2.934027117064136 Movie Vector: [1.7770924199172833, -0.09080975719732197] User Vector: [1.8853524692231414, -0.6628129212114267] Predicted: 3.410635462371235 Movie Vector: [1.7873388767630733, -0.7036650811791249] User Vector: [1.3980634525306985, 0.07376035490760409] Predicted: 2.446910574765863 Movie Vector: [1.7872009739926666, -0.634241340348556] User Vector: [1.8008302509098522, -0.47951192721822355] Predicted: 3.5225718658535516 Movie Vector: [2.0999654176956746, -0.008645944293269137] User Vector: [1.9415327643079832, -0.5014181045232856] Predicted: 4.0814868953691965 Movie Vector: [2.2536620363492883, 0.09766986967783586] User Vector: [1.7550710603714808, -0.10206545219592036] Predicted: 3.945368300439911 Movie Vector: [1.5929390795703835, -0.31080711937087635] User Vector: [2.011827638476332, -0.4908706529870296] Predicted: 3.3572849603273465
avg loss: 9.564333294428812: 72%|████████████████████████████████▉ | 50142/70000 [01:21<00:33, 586.18it/s]
Movie Vector: [2.2964757606752846, 0.45964086381473496] User Vector: [1.9859021871535836, -0.06804543984227202] Predicted: 4.529299771122481 Movie Vector: [2.096304034179344, -0.2922264075287643] User Vector: [1.516476583200979, -0.5495489005512855] Predicted: 3.3395886800722048 Movie Vector: [2.150987604802121, -0.5798943578454877] User Vector: [1.6651424992062986, 0.010634615049174267] Predicted: 3.5755339227570992 Movie Vector: [2.01835505783604, 0.13355894935262688] User Vector: [1.8909532447135675, 0.29908917424122927] Predicted: 3.8565610814735036 Movie Vector: [1.099856599186632, -0.7423475886345181] User Vector: [2.4241724677003322, -0.9179869791928558] Predicted: 3.347707506568455 Movie Vector: [1.881079917855287, -0.3505156750016403] User Vector: [1.6242987704188512, -0.15110975246552527] Predicted: 3.1084021345167208 Movie Vector: [1.539165337157881, -0.11020737630711311] User Vector: [1.6837432929376919, -0.3014441455156845] Predicted: 2.6247806815421866 Movie Vector: [1.279308226922189, 0.02043625924215608] User Vector: [1.8376719758049715, -0.6467587086503854] Predicted: 2.337731548394552 Movie Vector: [1.579503515639507, 0.06575153762567433] User Vector: [1.6959841668435083, 0.30355272529285077] Predicted: 2.6987720124367303 Movie Vector: [2.507636332782168, -0.24296127409346696] User Vector: [1.72563945751669, -0.4413713322024894] Predicted: 4.434512342171609 Movie Vector: [1.8269559967562674, 0.20013341963485265] User Vector: [1.5539320058743353, 0.48334081306228815] Predicted: 2.9356980464508577 Movie Vector: [1.5175715236577285, -0.41973247361067706] User Vector: [1.9406706695890668, 0.30291759358243] Predicted: 2.817962194111597 Movie Vector: [2.139209046524271, 0.09208854217390477] User Vector: [1.6048115775223428, -0.7095507728183311] Predicted: 3.3676859483354744 Movie Vector: [2.0649148098575285, -1.468428558889477] User Vector: [1.6578252808313205, -1.2440903517887074] Predicted: 5.250125776950204 Movie Vector: [2.055754622195077, 0.38702149398403163] User Vector: [1.3367515978508795, 0.0981656685176685] Predicted: 2.7860254996962497 Movie Vector: [2.094440734298766, 0.013497688984433223] User Vector: [1.9711015012674917, -0.48825525547954635] Predicted: 4.121764958108607 Movie Vector: [0.14451141711911236, -1.0918400580183585] User Vector: [1.898158672702847, -0.04410900950546571] Predicted: 0.3224655832068018 Movie Vector: [1.7993385447502013, -0.7311849014686609] User Vector: [0.9523621100602307, -0.7589394637809175] Predicted: 2.268546930236335 Movie Vector: [1.9434412325597534, -0.37793451808254347] User Vector: [1.477005443804092, 0.4749139128221044] Predicted: 2.6909869194309732 Movie Vector: [1.5994011540277482, -0.16645361473206038] User Vector: [1.6430029935475883, -0.6739104550792825] Predicted: 2.739995715204732 Movie Vector: [0.5997683815233009, -0.1492448841687281] User Vector: [1.9754587102380603, -0.4709688864762957] Predicted: 1.2551073703148186 Movie Vector: [2.00994940651724, -0.09697421028519679] User Vector: [1.9257527321390313, -0.10328786666214923] Predicted: 3.880681820363404 Movie Vector: [2.1789985518020285, 0.10201189461625984] User Vector: [2.324352689828285, 0.2852977560334663] Predicted: 5.093864909635724 Movie Vector: [2.045979326879535, -0.6649951586475946] User Vector: [1.9401412101113844, -0.8219453920368158] Predicted: 4.516078513492118 Movie Vector: [0.8682956010277044, -0.019802920730782696] User Vector: [1.7243939257286711, -0.30214972814075103] Predicted: 1.503267107264298 Movie Vector: [2.2115019959789244, 0.18627842388159904] User Vector: [1.7076716955163451, 0.03114809637025036] Predicted: 3.7823215814098736 Movie Vector: [2.150608061224874, -0.32566934039220274] User Vector: [1.892914805053305, -0.24181458068000897] Predicted: 4.1496694339468245 Movie Vector: [1.6182430397355025, 0.4667682642127025] User Vector: [1.0017223598325293, -0.041755485663387104] Predicted: 1.6015401009819554 Movie Vector: [1.877280360305211, -0.2626729250939262] User Vector: [1.6907825875300753, 0.2018662085754705] Predicted: 3.121048157632097 Movie Vector: [1.7158999521545417, -0.28194048283434925] User Vector: [1.8875417266145411, -0.5990983442620004] Predicted: 3.40774283483408 Movie Vector: [1.864139100860403, 0.2446984428893544] User Vector: [2.097142182588903, 0.7952917207971759] Predicted: 4.1039713883495645 Movie Vector: [1.8572831103954552, 0.23326442382591123] User Vector: [1.591484993567298, 0.45265145757251735] Predicted: 3.061425680444974 Movie Vector: [2.1962352494257664, -0.47300594000551643] User Vector: [0.9437166160139339, 0.4402432727706568] Predicted: 1.8643860144906126 Movie Vector: [2.26761607377924, -0.031247994562580733] User Vector: [0.9861024742836992, -0.18637604589481327] Predicted: 2.241925698747912 Movie Vector: [1.3874852918592966, -1.6988310458319522] User Vector: [1.449658126590537, -0.7364570679745447] Predicted: 3.2624954598662015 Movie Vector: [1.2013790122865968, 0.39849846679450085] User Vector: [1.6643118672000836, -0.7665990235103951] Predicted: 1.6939808116386441 Movie Vector: [2.0023821876669237, -0.2972570232642719] User Vector: [1.5758205109880135, -0.07941933789929789] Predicted: 3.1790028781361523 Movie Vector: [0.9276590118469008, -2.550651631976749] User Vector: [1.9273949308105511, 0.3440537928040349] Predicted: 0.9104039088510397 Movie Vector: [0.8145802655683969, -0.05249877713072852] User Vector: [1.5982293385889716, -0.3940621347670714] Predicted: 1.3225738592558036 Movie Vector: [1.8193874019668963, -0.7688049473837665] User Vector: [1.7031415174239022, -0.4669651364158635] Predicted: 3.4576793277000824 Movie Vector: [1.924213205112166, -0.3470943228485609] User Vector: [1.4259425716037226, -0.14825410809686673] Predicted: 2.795275685270883 Movie Vector: [1.6667414772084812, -0.4421464259963809] User Vector: [2.3348890851864614, -0.5433737340110827] Predicted: 4.13190723743495 Movie Vector: [2.3159452026126885, -0.20865472531714488] User Vector: [1.5830370433916292, -0.5478359650705692] Predicted: 3.780535609011671 Movie Vector: [2.1148528723293687, 0.951323011575324] User Vector: [1.7930623169650177, -0.29098160770006914] Predicted: 3.5152454919487615 Movie Vector: [1.957939163468453, 0.2991262122096705] User Vector: [2.0890598743379383, -0.2505144674405129] Predicted: 4.015316699047531 Movie Vector: [1.6814069427435214, -0.03872442118901663] User Vector: [1.8182291521291172, -0.6470692972768615] Predicted: 3.0822405038947944 Movie Vector: [1.8257273310975253, 0.25115772563120764] User Vector: [2.0716033749815117, -1.0322268257253835] Predicted: 3.522931159012913 Movie Vector: [2.076000690848657, 0.07470373403352003] User Vector: [2.1644323449503675, -0.7726629620938373] Predicted: 4.435642234994332 Movie Vector: [1.9656616947760341, -0.9013437156872732] User Vector: [1.7820441536224942, -0.8930493475094184] Predicted: 4.307840348351549 Movie Vector: [1.7104037976847994, -0.1519393097501736] User Vector: [2.126464542156027, -0.6478682612026138] Predicted: 3.7355496849619074 Movie Vector: [2.3692588746444385, 0.46835691398447793] User Vector: [1.744697894399453, -0.4011044045524227] Predicted: 3.945780948777615 Movie Vector: [0.4405787299041103, -0.5197725972826917] User Vector: [2.063443668334603, 0.051564620597039666] Predicted: 0.8823075138479178 Movie Vector: [1.8183617546982438, -0.9013615034790211] User Vector: [-0.3081362953670052, -1.3772543294616444] Predicted: 0.6811007783467748 Movie Vector: [1.7497905405040248, 0.444015223476074] User Vector: [2.2557135882186667, 0.1475335495921691] Predicted: 4.012533440743799 Movie Vector: [1.1872028054463781, 0.4511222614203466] User Vector: [2.141888573222507, -0.8498830732495014] Predicted: 2.1594549491361112 Movie Vector: [2.3011444840604387, 0.040484219065657544] User Vector: [2.100331562725715, -0.9889305184251495] Predicted: 4.793130310515683 Movie Vector: [1.9718783290265907, -1.2373777898268241] User Vector: [1.7007745157080583, 0.3216934808425398] Predicted: 2.955664041758775 Movie Vector: [2.495921974664596, 0.4188153479496979] User Vector: [1.7848523105758012, 0.387011850339874] Predicted: 4.616938606257771 Movie Vector: [2.0988580488588506, 0.3503711320357444] User Vector: [1.8171380547122615, -0.22554644289135714] Predicted: 3.734889869498064 Movie Vector: [1.7550283804646467, -0.4411147176371344] User Vector: [1.88148665050593, 0.948700485498515] Predicted: 2.8835767223203854 Movie Vector: [1.9981291605988636, 0.18180050912028542] User Vector: [1.6348003242381017, -0.5896174563872787] Predicted: 3.1593494458592133 Movie Vector: [1.8611904938979336, -0.16778870258031908] User Vector: [1.1394770252146504, -1.6549611466109064] Predicted: 2.398467590955285 Movie Vector: [2.173027811711806, 0.214972246370201] User Vector: [1.7936421948660373, -0.7237663651089722] Predicted: 3.742044692349035 Movie Vector: [1.6404007956139504, -0.5564012719627973] User Vector: [0.7005139651103911, -0.7347270611739476] Predicted: 1.557926737088441 Movie Vector: [1.4948262436376945, -0.5916316807129373] User Vector: [1.8219495241753325, -0.30437464530098624] Predicted: 2.903575646286324 Movie Vector: [1.9974073668506258, -0.22343420027762198] User Vector: [1.484520931461199, -0.2001890080151892] Predicted: 3.009922115654796 Movie Vector: [1.7972452340277507, -0.612563614285362] User Vector: [1.815916384476177, -0.5269122240039477] Predicted: 3.58641432373971 Movie Vector: [1.3284238524297753, -0.44793445023032563] User Vector: [-0.06947109361095731, -0.7453040248676249] Predicted: 0.24156029082635105 Movie Vector: [1.8255875664053083, -0.5062924564731072] User Vector: [0.3859494036495312, -0.07842719063354554] Predicted: 0.7442915275642701 Movie Vector: [1.4552783966064453, -0.07143974304199219] User Vector: [1.125247622952994, -0.507611364400431] Predicted: 1.6738121819542089 Movie Vector: [2.149624037713963, -0.8575048315962576] User Vector: [1.8983675585084163, -0.23385538607221826] Predicted: 4.281308659637794 Movie Vector: [0.5961355313993829, 0.6648366550602924] User Vector: [2.341329003028537, -0.3438993541977428] Predicted: 1.1671125130789823 Movie Vector: [1.3677060041121216, -0.0804746558142269] User Vector: [1.8922080509017123, 0.001917691604767951] Predicted: 2.5878299866757155 Movie Vector: [2.2454199615155996, -0.28863830103724814] User Vector: [1.6435659625568084, -0.6896956728506194] Predicted: 3.8895684076370025 Movie Vector: [2.402815781294108, -0.23871771563492772] User Vector: [1.88940219371407, -0.3896237544222007] Predicted: 4.632895500880647 Movie Vector: [2.4981655104323353, -0.34907931158599076] User Vector: [1.4256178285129888, -0.7910080590361928] Predicted: 3.837553838955913 Movie Vector: [1.7906613888223686, -0.4892157713519477] User Vector: [1.9825752250961592, -0.6572041088295647] Predicted: 3.8716355210522333 Movie Vector: [1.8539279228877765, -0.38037383230831606] User Vector: [2.012452614476885, -0.6693077625606313] Predicted: 3.9855292541060985 Movie Vector: [1.6655843791343425, 0.16940124672166973] User Vector: [1.8844915453560946, -0.9496245985222931] Predicted: 2.977912089648607 Movie Vector: [1.97014589975865, 0.44877039630277105] User Vector: [2.0339135295798942, -0.04686528953298673] Predicted: 3.9860746462089103 Movie Vector: [2.1529780767126003, -0.04397208938169853] User Vector: [2.108440983202595, 0.5057963686889236] Predicted: 4.51718628974462 Movie Vector: [1.1677307774952368, -0.17438730661859742] User Vector: [2.10312191786241, -0.17914338131263913] Predicted: 2.4871205240784047 Movie Vector: [1.9372293097147337, 0.3701697694985208] User Vector: [1.9273896233718488, 1.2189705948215128] Predicted: 4.185021733746542 Movie Vector: [1.6928123961351345, -1.8459675535972624] User Vector: [1.4730582264589043, -0.14066770256226158] Predicted: 2.7532792407474744 Movie Vector: [0.15058894004680934, 0.3380240090880216] User Vector: [1.923801804107681, -0.16754866510043792] Predicted: 0.2330678030461189 Movie Vector: [2.2340503723728355, -0.34278796040863685] User Vector: [2.1996909766539527, -0.35641295295328845] Predicted: 5.036394514705007 Movie Vector: [1.8848709421155745, -0.22013587262356027] User Vector: [1.8873858079902934, 0.029080344183183365] Predicted: 3.5510770390992703 Movie Vector: [1.4554400977992767, -0.3506413901713724] User Vector: [0.9629053115107074, 0.2886321585024708] Predicted: 1.3002446194511168 Movie Vector: [1.6416799192290852, 0.19363750463586998] User Vector: [0.49084203803223675, -1.3874161450892821] Predicted: 0.5371497171243953 Movie Vector: [1.4418283727395353, -0.1797736821557599] User Vector: [1.999603099560448, -0.26418132016758206] Predicted: 2.9305773318474673 Movie Vector: [0.7522447435454741, 1.4818154995607837] User Vector: [1.57133013650356, -0.7345203361269709] Predicted: 0.09360121674385313 Movie Vector: [1.9119354759154172, -0.13821506803982264] User Vector: [1.9073983055043904, -0.5552668364651938] Predicted: 3.723568730577091 Movie Vector:
avg loss: 9.547081972935253: 72%|█████████████████████████████████ | 50270/70000 [01:21<00:33, 586.17it/s]
[2.2319960528082503, 0.5665092922060327] User Vector: [1.7385714418877285, -0.34511734203469613] Predicted: 3.6849724146544554 Movie Vector: [1.8825131633551953, -0.3621098004919857] User Vector: [2.045903583826202, -0.9819701451154387] Predicted: 4.207021440845232 Movie Vector: [1.6346891707371698, 1.1640755319775142] User Vector: [1.6020126539152801, -0.6740801266654312] Predicted: 1.83411255469569 Movie Vector: [1.7579519914393935, -0.4633728722602144] User Vector: [1.6701586342179764, -0.6151554077686694] Predicted: 3.2211050252273608 Movie Vector: [2.3582850577018366, 0.16994592303856562] User Vector: [1.5234641815302425, -0.5498118135050983] Predicted: 3.499324539103098 Movie Vector: [1.835437794229971, -0.9582788378324248] User Vector: [1.0446082179500784, 1.150028591048768] Predicted: 0.8152653416845186 Movie Vector: [2.09696737972441, 0.03419746291535894] User Vector: [1.978907502342043, -0.7278927943863037] Predicted: 4.124812393060788 Movie Vector: [1.497450656798627, -0.4080440779360243] User Vector: [1.566418911490302, 0.11272541007135466] Predicted: 2.299638091820417 Movie Vector: [2.243355527444757, -0.4801559781073741] User Vector: [1.6591967311633544, -0.10622048213748891] Predicted: 3.773170557469346 Movie Vector: [2.0699993230236795, 0.14636787707631518] User Vector: [1.9175757839889491, 0.00042507580660318075] Predicted: 3.969442792147135 Movie Vector: [2.589507862534531, -0.10275813095659661] User Vector: [1.3937457671422573, -0.1900347067037586] Predicted: 3.6286432336668604 Movie Vector: [2.17840674627129, 0.5771471058661013] User Vector: [1.9612334557714326, -0.6928931891276863] Predicted: 3.872462892286067 Movie Vector: [1.7852219485037588, 0.15271634978883739] User Vector: [2.1906968878454713, 0.16818153153114676] Predicted: 3.9365642362979454 Movie Vector: [0.46733657411347995, 0.25135698844800863] User Vector: [1.8041988912167062, -0.7872903007775682] Predicted: 0.6452772098027781 Movie Vector: [2.120872440675043, -0.4317702096897124] User Vector: [1.8539976225033836, -0.06219356296475216] Predicted: 3.9589457903671197 Movie Vector: [1.7040227105377257, -1.059215355856308] User Vector: [1.6859946921780642, -0.3043522755667281] Predicted: 3.195347849187572 Movie Vector: [1.7707290869632286, -0.20080348188324829] User Vector: [1.936398563756721, -0.10879401800371283] Predicted: 3.45068347842106 Movie Vector: [1.8177525048192873, -0.4766732989451694] User Vector: [1.8647090939329525, -0.30704380418611443] Predicted: 3.5359392093179975 Movie Vector: [2.328080706885935, -0.038413590208215824] User Vector: [1.5020145453457425, -0.5649559557880768] Predicted: 3.5185130710528068 Movie Vector: [1.475745555072685, -0.5350128036257654] User Vector: [1.7403251130614372, -0.7750697102461187] Predicted: 2.98294926866597 Movie Vector: [1.785830041958094, -0.18226084314257224] User Vector: [1.8677697967557774, 0.014337531925205413] Predicted: 3.3329062438511587 Movie Vector: [1.4676831309136646, -0.15629620884489726] User Vector: [2.429849382021286, -0.6369461825403536] Predicted: 3.6658012222229215 Movie Vector: [2.2844291407356105, 0.09225255608810781] User Vector: [2.1957929991411165, 0.1686174770536858] Predicted: 5.0316889075205395 Movie Vector: [2.3113536038714955, -0.013726915807694588] User Vector: [1.903210039191823, -0.3235629199681457] Predicted: 4.403432903971325 Movie Vector: [1.84670862223529, -0.15830771977000577] User Vector: [1.3962106542826391, -0.9688419506023225] Predicted: 2.7317694137379034 Movie Vector: [2.137859044292689, -0.3240406890787318] User Vector: [2.28480895943671, 0.5321971489333128] Predicted: 4.71214596754665 Movie Vector: [1.4065345502920414, -0.9982069550412533] User Vector: [1.8451445528679862, -0.5507664719054248] Predicted: 3.145038486751511 Movie Vector: [1.3529938575237572, -0.8918620958939332] User Vector: [2.2120131805350773, 0.6886625408763459] Predicted: 2.37864822895593 Movie Vector: [1.183532226264922, -0.22288078186687424] User Vector: [0.5176120520555525, -0.03745989062822182] Predicted: 0.6209596340227284 Movie Vector: [1.1628323274200754, -0.7937646860747513] User Vector: [1.6357275453090787, -0.09056564486955668] Predicted: 1.9739646792059238 Movie Vector: [1.578007639780903, -0.31447074459561786] User Vector: [1.786068555477562, -0.8678645439392333] Predicted: 3.0913478350567414 Movie Vector: [1.764885578388952, -0.43614443073452536] User Vector: [1.8089127532952483, -0.5663325348545045] Predicted: 3.4395268118751945 Movie Vector: [2.14495264630381, -0.028120812029250396] User Vector: [1.856057660629299, -0.5939251797343589] Predicted: 3.9978574491980226 Movie Vector: [2.227831537462213, -1.6453996143502068] User Vector: [0.28677897389156753, -2.2956804781874016] Predicted: 4.416207015797536 Movie Vector: [2.3293961453046563, -0.41088645666484214] User Vector: [1.5707059774737464, 0.3564341889700347] Predicted: 3.512342468394223 Movie Vector: [1.4233907691988175, 0.7224750920046699] User Vector: [2.1278145058111324, -0.16020049998154004] Predicted: 2.912970655175552 Movie Vector: [-0.08691599808445594, 0.7498568551883085] User Vector: [1.4332687400520483, -0.716389973327066] Predicted: -0.6617639155523444 Movie Vector: [1.2277717383719453, 0.007367593125058483] User Vector: [2.309891298942697, -0.7393912896937572] Predicted: 2.83057172137043 Movie Vector: [2.0172867253169984, -0.25871438361424776] User Vector: [1.9682853930981998, -0.6360818564994977] Predicted: 4.135159520564822 Movie Vector: [0.16730973604246357, -0.44238174907788913] User Vector: [1.841006065768579, -0.5797413285948861] Predicted: 0.5644852218728602 Movie Vector: [1.873156432434004, -0.34977854711453027] User Vector: [2.107978714278042, 0.09437544630006747] Predicted: 3.9155633815937527 Movie Vector: [1.4431479213078695, -0.7534593625524678] User Vector: [1.4189467761059038, -0.5928290284899511] Predicted: 2.4944226722923752 Movie Vector: [1.9545016137461486, -0.2234881118363249] User Vector: [1.8476479805519719, -0.9475937078602774] Predicted: 3.8230068881813173 Movie Vector: [1.790447290295821, -0.19014598881468409] User Vector: [1.6713226432760477, -0.5317537207968211] Predicted: 3.093525934910448 Movie Vector: [2.120536425665967, 0.3476803729248315] User Vector: [1.9338323795058017, -0.5013864006211759] Predicted: 3.9264397911269353 Movie Vector: [1.685176527840241, -0.9956325630027754] User Vector: [1.9605570197843245, -0.5990630486364427] Predicted: 3.900331349747116 Movie Vector: [1.3987662467020707, -0.5007293644074449] User Vector: [1.8335220459284356, -0.059981812838018955] Predicted: 2.5947034054472073 Movie Vector: [-2.237390016698022, -0.31908535016158995] User Vector: [2.0734985668198287, -0.6820447252816204] Predicted: -4.42159451304799 Movie Vector: [1.8077185242134652, -0.21095018615377686] User Vector: [1.594334197487702, -0.2473763896815102] Predicted: 2.934291558038892 Movie Vector: [1.6400183831018504, -0.13049504145607554] User Vector: [1.9302415898558685, -0.5658782257967886] Predicted: 3.239475993725809 Movie Vector: [1.1363644970614413, -1.0475041526507372] User Vector: [1.7541619766263072, -0.5906176882322436] Predicted: 2.612041873385511 Movie Vector: [1.942103247412387, 0.19608669258062544] User Vector: [1.8389829223054746, -0.41287834717752] Predicted: 3.4905347558091884 Movie Vector: [2.5515485844610994, -0.25419282593305714] User Vector: [1.8926263414770625, -0.806501854953872] Predicted: 5.034135048140566 Movie Vector: [1.4114768459725004, -1.331993551222127] User Vector: [1.6547244011411306, -0.6911300382746416] Predicted: 3.2561859327141423 Movie Vector: [1.432239605895979, -1.5029214997521803] User Vector: [1.4971649841197865, -1.7254301876588598] Predicted: 4.737485112170923 Movie Vector: [1.0019560644817171, -0.11052706921118391] User Vector: [1.7694275426804222, -1.0980138878370278] Predicted: 1.8942489140254357 Movie Vector: [2.080783754175685, -0.12160243865642403] User Vector: [1.7500035208036364, -0.531526739346007] Predicted: 3.706013843554029 Movie Vector: [1.7636244377546768, -0.49444636929370855] User Vector: [1.8954067587162717, 0.14066501056994846] Predicted: 3.273234375394427 Movie Vector: [1.761525495356634, 0.1797816721799968] User Vector: [0.15774135245054072, -1.0505320195465848] Predicted: 0.08899901086095 Movie Vector: [-0.25110917146277334, -0.8994992122243491] User Vector: [1.7101343016256465, -0.36398797411139266] Predicted: -0.10202351159895012 Movie Vector: [2.1539666491908203, 0.9449755525011567] User Vector: [1.638452378088086, -0.6757743278116337] Predicted: 2.8905815598992293 Movie Vector: [1.3544137804439766, -0.39020589019053636] User Vector: [1.5650513660464627, -0.4559649869767059] Predicted: 2.2976473609149615 Movie Vector: [1.5637734950072082, 0.7891092891428463] User Vector: [1.7062954450951333, -0.8849476753167035] Predicted: 1.9699391606935182 Movie Vector: [1.685641178657335, -0.5489600259829115] User Vector: [1.4547497680418948, 0.643369339533357] Predicted: 2.0990020643067844 Movie Vector: [1.9747414520667101, 0.16595300117528902] User Vector: [2.2076264943116226, -0.5762785737100545] Predicted: 4.263856390177676 Movie Vector: [1.9405420930473278, -1.4333998291450791] User Vector: [2.1571794625939265, 0.2737761307121803] Predicted: 3.7936668904338875 Movie Vector: [1.1184383683214782, -0.13890692545219419] User Vector: [2.0776867453639953, 0.006478308877471457] Predicted: 2.3228646913997704 Movie Vector: [2.000922393253976, -0.645906682623362] User Vector: [1.9654100024857755, -0.2325272006974485] Predicted: 4.082823758721327 Movie Vector: [1.4524701118444874, -0.6222063241802707] User Vector: [2.0698506283015154, -0.6428391101887106] Predicted: 3.4063747333803183 Movie Vector: [2.028287879221373, 0.8035395166714255] User Vector: [0.632254344031681, -0.7289481264803548] Predicted: 0.6966551973539534 Movie Vector: [1.9105909254074234, -0.48363340931504784] User Vector: [2.1768788477877834, -0.10450391109173285] Predicted: 4.209666555102758 Movie Vector: [2.0924955094763176, -0.6653127964565096] User Vector: [1.3300781323658724, -0.5931320575057526] Predicted: 3.1778008670753906 Movie Vector: [1.7441298729555736, -0.1819406531840705] User Vector: [1.9487746509563941, -0.37881823403033427] Predicted: 3.467838521329133 Movie Vector: [1.8140391297755853, 0.21025533955884448] User Vector: [1.9801442805359128, -0.16681823452754493] Predicted: 3.556984782948274 Movie Vector: [1.205746091504546, -0.5905709953036339] User Vector: [2.110015515518828, -0.2951197903497042] Predicted: 2.7184321491714005 Movie Vector: [2.0356360574453616, -0.11220873083271952] User Vector: [1.4805508088566408, 0.16512386210776225] Predicted: 2.9953342723911645 Movie Vector: [0.23478166237522907, 1.389606440064782] User Vector: [1.6797716469439672, -0.2845166833062405] Predicted: -0.0009866357479429433 Movie Vector: [2.1849771125289323, 0.5740123166030835] User Vector: [1.5792667775270477, -1.8395232843128062] Predicted: 2.3947527416002137 Movie Vector: [1.5187594543461553, -1.2579113419557597] User Vector: [1.85342545040103, -0.5773326615354542] Predicted: 3.5411407287492986 Movie Vector: [2.2577248599773885, -0.5792126686682939] User Vector: [1.3932615597595073, -0.3533226108109917] Predicted: 3.3502501922285948 Movie Vector: [2.0120584891098705, -0.45574098412676667] User Vector: [1.7996674755278184, -0.713854058957371] Predicted: 3.946368773062796 Movie Vector: [1.4659198004035485, -0.24602349784220404] User Vector: [2.319252165290905, -0.7393351171558202] Predicted: 3.581731482828992 Movie Vector: [1.5745575217036254, 1.1893771733210265] User Vector: [1.326273500603481, -0.7886102190595168] Predicted: 1.150338923014325 Movie Vector: [1.929108792217277, -0.5794374859254645] User Vector: [1.8120065631890627, -0.6469259850608386] Predicted: 3.8704109589669384 Movie Vector: [1.039553787882191, -0.36954801277707056] User Vector: [1.9426139834847087, -0.05566466609193456] Predicted: 2.0400224916606144 Movie Vector: [1.605744735185704, -0.9713615770604642] User Vector: [1.8326889090606964, -0.7719669439449046] Predicted: 3.692689595066314 Movie Vector: [2.399161280221437, -0.5308793050633155] User Vector: [2.091042059589501, -0.07278696341626893] Predicted: 5.055388237237716 Movie Vector: [1.9332645958868713, 0.18728605693756062] User Vector: [2.0432895063515497, -0.631460908379377] Predicted: 3.8319554381360295 Movie Vector: [2.061312884258588, -0.28597826577093605] User Vector: [1.8696784739899548, 0.7529110018296299] Predicted: 3.6386761452733336 Movie Vector: [1.2257869205678604, -1.4505115488840512] User Vector: [1.5281864883418042, -0.6360907364094489] Predicted: 2.795887968897979 Movie Vector: [2.174903569184205, 0.005530539038132901] User Vector: [1.8181908834215266, 0.4034940323079703] Predicted: 3.956621381308994 Movie Vector: [1.313548021958261, -0.607526242260493] User Vector: [1.844960471865811, -0.3571173258341371] Predicted: 2.640402325420645 Movie Vector: [1.822135311776121, -0.7018292579255838] User Vector: [2.0785102997284968, 0.6684501746634341] Predicted: 3.3181891229813982 Movie Vector: [1.5260544801642768, -0.6632951246949484] User Vector: [2.2498440113663634, 0.6637253366998612] Predicted: 2.9931387532468756 Movie Vector: [1.9229990292534003, -0.21954840508389756] User Vector: [1.675081706702142, -0.4895500208357026] Predicted: 3.3286604221916156 Movie Vector: [2.0836402351709316, 0.01617304611727307] User Vector: [2.011107327150829, 0.014747286895693807] Predicted: 4.190662652649605 Movie Vector: [2.1762206392879575, -0.28573871428190495] User Vector: [2.0123083435271845, -0.3057851603491726] Predicted: 4.466601608359879 Movie Vector: [2.2057556338432054, -0.5241470589839632] User Vector: [1.8662161685023135, -0.3669482519124634] Predicted: 4.308751674682483 Movie Vector: [2.675517383508873, -0.1144853730960316] User Vector: [1.6254187553767674, 0.020026070413999737] Predicted: 4.346543443348903 Movie Vector: [1.4107193298063654, 0.35760454055320556] User Vector: [0.9015226209007758, -0.450767611802367] Predicted: 1.1105988428475695 Movie Vector: [1.950231981500811, 0.10564683793825047] User Vector: [1.519535185845581, -0.3913996102062541] Predicted: 2.9220959852632755 Movie Vector: [2.25152720651185, -0.4478293996170521] User Vector: [1.4827302392769017, -0.6224699153343385] Predicted: 3.6171678021136238 Movie Vector: [2.1315188372023233, -0.24878435879965016] User Vector: [1.8683393797360432, -0.7517057219959443] Predicted: 4.16941320824707 Movie Vector: [2.080938379041177, -0.02586283546055571] User Vector: [1.7827240600887027, -0.5171203551862747] Predicted: 3.7231131145381773 Movie Vector: [1.6417041827826688, 0.08378648716641952] User Vector: [1.6810267376251715, -0.25749290242129086] Predicted: 2.7381742007645826 Movie Vector: [-0.1785966380280694, 0.12254262763334313] User Vector: [1.6879241447157354, -0.9713610829351063] Predicted: -0.4204907169762725 Movie Vector: [1.0103764142703464, -0.11575229645861027] User Vector: [1.8491504351143138, -0.8128603813547194] Predicted: 1.9624284419192817 Movie Vector: [2.4320788270020737, -1.172193543900462] User Vector: [2.1960321535931455, -0.35585155088732784] Predicted: 5.7580501947067475 Movie Vector: [1.7727808225358146, -0.4692682423313021] User Vector: [2.0467937979388617, -0.6461504567197752] Predicted: 3.931734681777716 Movie Vector: [1.5529609469629861, 0.25205148182166465] User Vector: [2.222628693602165, -0.20682342869458972] Predicted: 3.399525409085614 Movie Vector: [2.146676853351159, 1.0012724175150456] User Vector: [1.9101181618075094, -0.8508382652927553] Predicted: 3.2484855583138597 Movie Vector: [2.0457754897962617, -1.1668389015160512] User Vector: [1.1655162769181253, -1.0981684908068776] Predicted: 3.66577034777033 Movie Vector: [1.7827658320105506, -0.24441458398626842] User Vector: [1.9530851314396211, 0.12449441247133196] Predicted: 3.4514651893055963 Movie Vector: [1.9127581365949362, -0.6460812150477915] User Vector: [2.03339930150109, -0.027093041994474133] Predicted: 3.9069053643838005 Movie Vector: [1.841184740090833, 0.1356695794107442] User Vector: [2.2647731257324293, -0.1727711923467097] Predicted: 4.146425923866396 Movie Vector: [1.3414314797103408, -0.8450702932615156] User Vector: [1.3494398493901545, 0.8111521203895296] Predicted: 1.1247005336902545 Movie Vector: [1.2326229545101162, -0.9920418273332692] User Vector: [0.8678643266717923, 0.18257292242280976] Predicted: 0.8886295148742177 Movie Vector: [0.9832957964754567, -0.6354060753587154] User Vector: [1.6674388600137942, -1.144833730905036] Predicted: 2.367019929824036 Movie Vector: [1.117973521560388, -1.2067865983083255] User Vector: [1.5946058033798507, -0.714686764736316] Predicted: 2.6452014751773247 Movie Vector: [1.9498124819081335, -0.11385219511685032] User Vector: [1.7742462487898256, -0.25273532462026554] Predicted: 3.4882219533606724 Movie Vector: [1.9102554492467956, 0.06829630064191722] User Vector: [2.0710344115044697, -0.2760269568269615] Predicted: 3.937353150125316 Movie Vector: [2.2211823230403365, -0.9438720469858596] User Vector: [0.9981043633963333, -1.0917783391504403] Predicted: 3.247470824354112 Movie Vector: [1.0903281806831826, -1.2428796956565513] User Vector: [1.8330466634714568, -0.22059870138758148] Predicted: 2.2728000805330395 Movie Vector: [1.722532116510351, -0.6142173699078651] User Vector: [1.900655048756235, -0.42348682368028967] Predicted: 3.5340523269217052 Movie Vector: [1.1890340001297088, -0.2823697324844808] User Vector: [1.8996148056899937, 0.06258709138417091]
avg loss: 9.528293355213409: 72%|█████████████████████████████████ | 50400/70000 [01:21<00:32, 610.35it/s]
Predicted: 2.241033890864063 Movie Vector: [1.8355166923249273, 0.014328214553037004] User Vector: [1.4809910888837676, -0.09773891225551562] Predicted: 2.716983440725648 Movie Vector: [2.052304709561356, -0.6005445491746031] User Vector: [1.7960887486632107, -0.04658146721809542] Predicted: 3.714095643902052 Movie Vector: [2.6296848019220995, -0.5617301158894666] User Vector: [1.589839088436725, -1.0048252182893502] Predicted: 4.745216274682076 Movie Vector: [1.5449977742529215, -0.6457430204435503] User Vector: [2.1853543169082195, -0.2307572835050325] Predicted: 3.525377460817101 Movie Vector: [1.9555192587784387, -0.39715045767828444] User Vector: [2.139542445190875, -0.20063341614645844] Predicted: 4.263598109592792 Movie Vector: [1.8205600325922524, 0.4450043294984094] User Vector: [1.896325637482426, -0.8182649394311785] Predicted: 3.088243223656901 Movie Vector: [1.1055721222419042, -0.024063580355411635] User Vector: [1.4349325467407177, -0.39755066588929033] Predicted: 1.59598791336809 Movie Vector: [2.508586886883443, -0.35486164160053213] User Vector: [1.8592585459303475, -0.4087257339767135] Predicted: 4.809152692570206 Movie Vector: [1.6814806551324402, -0.06448221901081275] User Vector: [2.4153176276571364, -0.365618560275609] Predicted: 4.084885762983962 Movie Vector: [2.111717658920306, -0.5278070943129881] User Vector: [1.2472212050473217, 1.0550980655983602] Predicted: 2.076890799059568 Movie Vector: [2.334955340478139, -0.4860201267772474] User Vector: [1.5218253378030497, -0.43319834466919277] Predicted: 3.763937314173994 Movie Vector: [2.2127969522645645, 0.2805910360588719] User Vector: [1.376887693521999, -0.7193624264471845] Predicted: 2.8449262432974254 Movie Vector: [1.4149032928046272, -0.8537944024874139] User Vector: [1.9425519265101114, -0.1254606369664294] Predicted: 2.8556407068375718 Movie Vector: [1.3034791711142146, -0.3779797306889999] User Vector: [1.0734133420005814, -0.8809826234495882] Predicted: 1.7321655080470209 Movie Vector: [1.6343890652834712, 0.1513342278547678] User Vector: [1.6078587902363213, -0.46829778313098913] Predicted: 2.556997341865926 Movie Vector: [1.1075275604465311, -0.5811573125721705] User Vector: [1.9233536062251348, 0.04229710486371327] Predicted: 2.1055858555863827 Movie Vector: [2.258345763017772, -1.1440413239258747] User Vector: [1.573411727236156, -0.8873402075209323] Predicted: 4.568461573471155 Movie Vector: [1.9373498353238252, -0.34846012777942675] User Vector: [1.5610480089542476, -0.1906328199364904] Predicted: 3.0907240398741185 Movie Vector: [1.0597754645762867, -0.3116346901424385] User Vector: [1.4913661356789532, -0.553782224172539] Predicted: 1.7530909911289037 Movie Vector: [1.939813777754088, 0.4793501355510741] User Vector: [1.7698983825575216, -0.785710253919828] Predicted: 3.0566429509894175 Movie Vector: [1.7739852694473888, -0.6114705876067433] User Vector: [2.003144218145147, -0.30861597616888736] Predicted: 3.742257927861016 Movie Vector: [1.9396755208963947, -0.5832100392365176] User Vector: [0.5868699281809703, -0.15674660398292703] Predicted: 1.229753426701927 Movie Vector: [1.9080835249046009, -0.2781180821620246] User Vector: [1.5668930238141279, -0.4720909574501688] Predicted: 3.1210597957197646 Movie Vector: [0.27042182880888116, -2.699984688528822] User Vector: [1.8801696421073184, 0.11747353251975051] Predicted: 0.19126217397888162 Movie Vector: [2.2910566398120187, -0.03677943292912707] User Vector: [2.3801081498431356, -0.23575968246484605] Predicted: 5.4616336875974225 Movie Vector: [1.0967145796842703, -0.15370533301590392] User Vector: [1.1397252620902159, 0.24603308941334717] Predicted: 1.2121367138276058 Movie Vector: [1.6743727827926098, -0.47855128749496273] User Vector: [1.7495894155588274, -0.1511832280193454] Predicted: 3.001813826890032 Movie Vector: [1.8490884784358996, 0.38354461004298196] User Vector: [1.9086051431144033, -0.2954999179921613] Predicted: 3.415842379202308 Movie Vector: [1.9212765721115328, -0.6461947148070409] User Vector: [1.8890962936062676, -0.8200320271771083] Predicted: 4.159376813302803 Movie Vector: [1.7980049625927943, -0.6744147894715925] User Vector: [2.1444681312604597, 0.4456441361412401] Predicted: 3.5552153458734583 Movie Vector: [1.4146190369698972, -0.6104508134398486] User Vector: [1.9022945917430365, -0.5186064313801946] Predicted: 3.007605861295755 Movie Vector: [1.7322985610083041, -0.679515685292749] User Vector: [2.16095291143242, -0.542236143279986] Predicted: 4.111873583372484 Movie Vector: [1.8859071036418746, -0.6813202109332107] User Vector: [1.7493069816944964, -0.15305124294604555] Predicted: 3.4033073683555672 Movie Vector: [1.9863211238755107, 0.040915362680144826] User Vector: [1.9068920155243683, -0.26048069083153635] Predicted: 3.777042229449054 Movie Vector: [2.2100672461082858, -0.931713799133791] User Vector: [1.4788424353514371, 0.1365893432785875] Predicted: 3.141079052577939 Movie Vector: [1.328516218876777, -0.5800325174933812] User Vector: [1.4560706544213924, -0.8928606921504281] Predicted: 2.4523017152682383 Movie Vector: [1.796385552562707, -0.05238069824020175] User Vector: [1.951198231398165, 0.5333746643458257] Predicted: 3.477165775727502 Movie Vector: [1.987027494841123, -0.2847475177622952] User Vector: [1.6617162954395053, -0.6758579944665324] Predicted: 3.4943248539479796 Movie Vector: [2.124176522197541, -0.44260102501865634] User Vector: [1.8682960308989538, 0.02929010556827686] Predicted: 3.9556267346029856 Movie Vector: [-0.5020980694641616, 0.5105651934873665] User Vector: [2.0479939340738507, -0.25918566254978576] Predicted: -1.1606249785216765 Movie Vector: [2.1902841386380647, 0.0685657359481542] User Vector: [1.9983391125751873, -0.2921942715821717] Predicted: 4.356895946622632 Movie Vector: [1.4995712071019531, -0.63361060266567] User Vector: [1.9670503637118995, 0.1851397386401487] Predicted: 2.8324255869646398 Movie Vector: [1.7715233671088364, -0.9612797119129263] User Vector: [2.2196373427031526, -0.4788153421845954] Predicted: 4.392414893300696 Movie Vector: [2.145674997821721, -0.43214013866011586] User Vector: [1.97615357940988, -0.7790230544251077] Predicted: 4.576830457954373 Movie Vector: [2.271344384187354, -0.23952322006809174] User Vector: [1.186458428823163, -0.8058514853481005] Predicted: 2.887875832046474 Movie Vector: [1.777317062436443, -0.8545360064755604] User Vector: [1.8284357186258977, -0.30694179191120385] Predicted: 3.5120028133622996 Movie Vector: [2.3900045489517736, -0.054379748777396625] User Vector: [1.6700675820040725, -0.07600465529702656] Predicted: 3.9956022321075872 Movie Vector: [1.8185953945177271, -0.2034927877024761] User Vector: [1.4271624689850104, -0.3555830228630655] Predicted: 2.667789673906767 Movie Vector: [1.2478085974438602, -1.2903712244658918] User Vector: [2.220501354097444, -0.6013658941600296] Predicted: 3.5467459254778273 Movie Vector: [2.115753476753184, -1.232773304877099] User Vector: [1.7255238988501114, -0.09931146056194061] Predicted: 3.7732117056619474 Movie Vector: [2.3412374312194424, -0.01317556414988909] User Vector: [1.8459287478842012, -0.4236043406805367] Predicted: 4.327338706075337 Movie Vector: [1.79478468617324, -0.08480277047027301] User Vector: [1.809791128131883, -0.5054860897560893] Predicted: 3.2910520227887967 Movie Vector: [2.4241093412436423, 0.2305805049855948] User Vector: [2.2625217705746636, 0.19596403542069502] Predicted: 5.529785645063466 Movie Vector: [1.538160474580675, -0.6651124927623157] User Vector: [2.2047301456771824, 0.19046691454991663] Predicted: 3.2645468428720936 Movie Vector: [2.1833061580562028, -0.44697478597339846] User Vector: [1.5765972771488441, -0.5459828646045786] Predicted: 3.686235118025488 Movie Vector: [1.9874428950792762, -0.4777532582430989] User Vector: [1.3331156080304007, -0.9501871190385023] Predicted: 3.103446135560577 Movie Vector: [2.117289320894411, -0.4115838180392931] User Vector: [1.9654682755785131, -0.5458677827953171] Predicted: 4.38613533662668 Movie Vector: [1.2242980237917302, 0.38794173630070417] User Vector: [-0.0686908551663054, 0.8366798842280522] Predicted: 0.24048496878263106 Movie Vector: [2.2261818359565644, 0.07578000367772139] User Vector: [1.6112239695663806, -0.15264281393171583] Predicted: 3.5753102617053854 Movie Vector: [1.9765683610764562, -0.8321159825081508] User Vector: [1.3076504239910622, 1.0126947188258837] Predicted: 1.7419809944723312 Movie Vector: [1.6207990981682152, -0.4036197714649344] User Vector: [1.8175324068056835, -0.33113333955980906] Predicted: 3.079506848679708 Movie Vector: [2.2911078841954033, -0.2895038335467923] User Vector: [1.9893545486085158, -0.9231994392926473] Predicted: 4.825095667580428 Movie Vector: [2.175680337080699, 0.23154867005860783] User Vector: [1.7789943387058986, -0.30826431459771864] Predicted: 3.7991448104286754 Movie Vector: [1.4992313718887371, -0.09691804055188669] User Vector: [1.095555625348904, 0.20657362231226106] Predicted: 1.6224706524680508 Movie Vector: [0.46324260859897737, 0.2122218818624422] User Vector: [2.061123303577621, -0.16178124936630317] Predicted: 0.9204666146028653 Movie Vector: [1.7834132497220985, -0.18790801444010066] User Vector: [1.663409763239888, 0.23111246601003113] Predicted: 2.9231191268788153 Movie Vector: [1.4682668387455469, -0.678997059097827] User Vector: [1.5031412006102527, -0.5572447677338204] Predicted: 2.5853799372971173 Movie Vector: [2.2775841307042586, 0.045322165279010916] User Vector: [2.1678569251008826, -1.3985409716845356] Predicted: 4.874091625178946 Movie Vector: [1.8570873774013548, 0.10575040857575871] User Vector: [2.182620534562763, -0.19101559527964262] Predicted: 4.033117067148341 Movie Vector: [2.220682072771587, -0.9230146824756522] User Vector: [1.843268980748664, -0.9211236663613716] Predicted: 4.943525049271863 Movie Vector: [2.00983897275149, -0.5050453312363586] User Vector: [1.9284062242500657, -0.879558947332676] Predicted: 4.3200031246918655 Movie Vector: [2.281297938077829, 0.09201210742445627] User Vector: [2.0764196283902763, -0.2758344221627625] Predicted: 4.711551710347667 Movie Vector: [1.7623732011138815, -0.4956893354967582] User Vector: [1.5187357398944532, -0.5948737380729253] Predicted: 2.9714517354936874 Movie Vector: [2.2148113408687036, 0.1008442778932766] User Vector: [1.591393702231907, -0.017180881260171307] Predicted: 3.522904225926008 Movie Vector: [2.184468920194689, 0.07973176765309398] User Vector: [1.5457611981309176, -1.1776059392399412] Predicted: 3.2827746922255123 Movie Vector: [2.131845968377238, -0.2330642148903515] User Vector: [1.8334000460285809, -0.5201947934577575] Predicted: 4.0297652876759535 Movie Vector: [0.723489220945074, 0.2609671068422777] User Vector: [1.5736932807428394, -1.0873362354626088] Predicted: 0.8547911341576837 Movie Vector: [0.5429752367500064, -0.3328203307603739] User Vector: [1.7888595356721075, -0.7863187845619338] Predicted: 1.233009307855067 Movie Vector: [1.5688848106177655, -0.46742710712435603] User Vector: [1.553138619787296, -0.18921020296276633] Predicted: 2.5251375671774277 Movie Vector: [2.417719114066153, 1.5237277608963602] User Vector: [2.164486037345826, 0.3454909033147156] Predicted: 5.759553345138102 Movie Vector: [1.982069651966903, -0.49237955871898714] User Vector: [1.8141707093965125, -0.26771933855642444] Predicted: 3.7276322363610466 Movie Vector: [2.1311586391955286, -1.120827581157655] User Vector: [2.062653105951372, -0.7544620856936091] Predicted: 5.241462900994883 Movie Vector: [2.155825884333886, -0.3369992185586966] User Vector: [0.9338016481888731, 0.4111291147483977] Predicted: 1.8745635736022788 Movie Vector: [1.549901050606416, -0.8182025428071337] User Vector: [2.043243017961709, 0.28148254657158944] Predicted: 2.936514764822375 Movie Vector: [1.9263908897834716, -0.21359989454535214] User Vector: [2.1238046691093726, -0.026389403805085265] Predicted: 4.096914740121777 Movie Vector: [2.2898669411070394, 0.03739820434006532] User Vector: [1.6637872467230719, -0.5309534596350197] Predicted: 3.7899947073281686 Movie Vector: [2.241613425217844, -0.03188187540699008] User Vector: [1.8992585337079146, -0.5891707557022005] Predicted: 4.276187295745959 Movie Vector: [1.4525499766582464, -0.5179061778559735] User Vector: [2.217154664902058, -0.7707657786368842] Predicted: 3.6197123151872184 Movie Vector: [1.8414107262312975, -0.005908019103024882] User Vector: [1.6775607546154347, -0.8359732031129217] Predicted: 3.0940173131071393 Movie Vector: [1.6812665295030575, -0.2709479702588286] User Vector: [1.4027311900262096, -0.24943909667388617] Predicted: 2.4259500166280445 Movie Vector: [1.9987274261187904, -0.1781771217464427] User Vector: [1.451779805235278, -0.6099709671874516] Predicted: 3.0103949846914997 Movie Vector: [0.28140534299685627, -1.5715785843987542] User Vector: [1.8670495319075304, -0.5081915236224956] Predicted: 1.3240606292166461 Movie Vector: [1.7516146130827814, -0.24494393485121022] User Vector: [1.5601061351084569, -0.4764232833891406] Predicted: 2.8494016979041423 Movie Vector: [1.5940882770318885, 0.1630720557730228] User Vector: [-0.5472000001058289, -0.6567054689190593] Predicted: -0.979375416214568 Movie Vector: [1.39899123011157, 0.4826989542112594] User Vector: [2.2203413978805258, -0.1838448397009595] Predicted: 3.01749643162773 Movie Vector: [2.0670178836770123, 0.16804154439917182] User Vector: [2.0170128731891936, -0.7872521389310427] Predicted: 4.036910615231293 Movie Vector: [2.1964658361816913, -0.31096887963643804] User Vector: [1.3347940878907782, 0.8824446138855481] Predicted: 2.657416799468198 Movie Vector: [2.091263302234929, 0.026580302858254058] User Vector: [1.9533550657140437, -0.08242089171237175] Predicted: 4.082788992898916 Movie Vector: [2.092317153344912, 0.06904875097462207] User Vector: [2.0052837910565033, -0.22239381423604862] Predicted: 4.180333658254555 Movie Vector: [0.9274657102164737, -0.03968523952920698] User Vector: [2.076852059349925, 0.4857357848546273] Predicted: 1.906932529269661 Movie Vector: [1.5732066630783206, -0.6745242587769393] User Vector: [1.9131093083474762, -0.1545848992336701] Predicted: 3.113987575663106 Movie Vector: [1.6669032037719373, -0.17963918515009125] User Vector: [1.9474446441159852, -0.3641614147194351] Predicted: 3.3116193762487396 Movie Vector: [0.8927454223391257, 0.34861594881025515] User Vector: [2.0504953822015883, -0.7794533003737716] Predicted: 1.5588405141248969 Movie Vector: [0.9604739936911516, 0.18898857428627766] User Vector: [1.8384640439282414, -0.27375421292356655] Predicted: 1.7140604841240559 Movie Vector: [1.7929390326601058, -0.17532594050751477] User Vector: [1.72786345335237, -0.2412670034004914] Predicted: 3.140254192906969 Movie Vector: [1.1375304573325822, -0.581029935767656] User Vector: [2.0213928807237065, 0.28059130923492054] Predicted: 2.136364017676735 Movie Vector: [1.7336658186578635, -0.29451669877283987] User Vector: [2.107216501251238, 0.4314677575739996] Predicted: 3.5261347611434726 Movie Vector: [1.686962727976392, -0.4421764067735474] User Vector: [2.3999989647908864, -0.5606458190691485] Predicted: 4.296613154532759 Movie Vector: [1.93363051254029, -0.09288084169569046] User Vector: [1.7830463886643444, -0.1327286092302043] Predicted: 3.460080847338549 Movie Vector: [-0.8219271040011872, 0.6396470079162215] User Vector: [2.112477984895978, -0.640343765350289] Predicted: -2.145896885935934 Movie Vector: [2.143017197407602, -0.245600536974112] User Vector: [1.952787334863535, -0.5951933275377516] Predicted: 4.331036642338994 Movie Vector: [1.316416541384177, -0.38859781969069596] User Vector: [1.4195195839845545, -0.012880624167916622] Predicted: 1.8736844436439608 Movie Vector: [2.3516808811062866, -0.009252432204798492] User Vector: [1.9397721025047052, 0.14526213885475164] Predicted: 4.560380939071981 Movie Vector: [2.056639173244148, 0.4250208911040815] User Vector: [1.8024497194317446, -0.18707834988832567] Predicted: 3.6274764938104327 Movie Vector: [1.8647640866937778, -0.5142533560002711] User Vector: [1.489028309319754, 0.4170010318664614] Predicted: 2.5622423351969275 Movie Vector: [2.159866605610933, 0.42536408557605504] User Vector: [2.024276015052409, -0.6546995408129738] Predicted: 4.093680493945898 Movie Vector: [2.5542891996191774, -0.3335048736467804] User Vector: [1.2869942927320774, -0.6940546741141794] Predicted: 3.5188262382914743 Movie Vector: [1.7904903609044684, -0.1617061356693359] User Vector: [2.018440074119012, -0.6864555238373004] Predicted: 3.7250015668419914 Movie Vector: [1.489420193769998, 0.3948461588816884] User Vector: [1.3749298151140512, -0.007155438612275353] Predicted: 2.0450229341961474 Movie Vector: [1.349698165491643, -0.49912415193125986] User Vector: [1.4550324492420237, -0.3979881548682954] Predicted: 2.1625001277500964 Movie Vector: [2.023656195091504, -0.014166487365087053] User Vector: [1.6925474542175525, -0.12021781985568591] Predicted: 3.4268372054397482 Movie Vector: [1.6062034930894777, -0.214574471918653] User Vector: [2.4845612375621804, -0.3682739471249122] Predicted: 4.069733126292816 Movie Vector: [1.2042517877620784, -1.2306793072562556] User Vector: [1.9166529289897585, -0.7115972185846151] Predicted: 3.183880688268533 Movie Vector: [1.9300963675927962, -0.01582984454504617] User Vector: [1.7102444646898405, -0.3757546054556432] Predicted: 3.3068847659849956
avg loss: 9.509500442006175: 72%|█████████████████████████████████▏ | 50541/70000 [01:22<00:29, 656.70it/s]
Movie Vector: [1.2812393646408615, -0.8425051078696175] User Vector: [1.4410569849938248, -0.5973316923761666] Predicted: 2.3495939377840873 Movie Vector: [2.20394576450317, -1.5140192101540058] User Vector: [2.3109053007685474, 0.5340455029319378] Predicted: 4.284554799261453 Movie Vector: [2.1722704314773154, -0.7430354926121723] User Vector: [1.5462572316635792, 1.352631986569561] Predicted: 2.3538352893370673 Movie Vector: [1.6478402206396334, -1.179348232773793] User Vector: [1.8232561743184976, -0.6503049787271247] Predicted: 3.7713708839974007 Movie Vector: [2.1008788647243724, -0.17246629877840502] User Vector: [2.0609468661115957, -0.5227715584657261] Predicted: 4.419960188128985 Movie Vector: [2.0082069570681957, -0.47674561892399137] User Vector: [1.495175358247323, -0.3817259790751327] Predicted: 3.184607744622747 Movie Vector: [2.1293902427864566, -0.23236744624498534] User Vector: [1.735080371068046, 0.1247637832080447] Predicted: 3.6656721709146853 Movie Vector: [1.7093168107816428, -0.877076189839849] User Vector: [0.3225621643465616, -0.17440801988787782] Predicted: 0.7043300516004612 Movie Vector: [1.62369690727216, -0.3951692141799239] User Vector: [1.589511362512023, 0.15995455655124108] Predicted: 2.5176755669678768 Movie Vector: [0.38460711128213393, -0.9450200183663081] User Vector: [1.360902117715068, -0.6018696500284798] Predicted: 1.0921914999561682 Movie Vector: [1.9978478932880743, -0.2544040266067956] User Vector: [0.5527120441630066, -1.0814154079175191] Predicted: 1.379351027234855 Movie Vector: [1.5210156987987722, 0.45078860143879274] User Vector: [1.875609114679147, -0.5559946563988746] Predicted: 2.6021948546715583 Movie Vector: [2.1320755838557797, 0.34292183700325196] User Vector: [1.6563367377474731, -0.4803923210880413] Predicted: 3.366698099964954 Movie Vector: [1.4663820734529942, -0.837319630025036] User Vector: [1.741372567482119, -0.456999132342144] Predicted: 2.93617186057308 Movie Vector: [2.330721393370842, -0.27985253113675085] User Vector: [1.6749581189434806, -0.9345705712808402] Predicted: 4.165402660720616 Movie Vector: [1.6133319547310736, -1.0428440481465766] User Vector: [1.6750488774271284, -0.7514046402638292] Predicted: 3.4860077365384536 Movie Vector: [1.4080404446727286, 0.5175939370124336] User Vector: [1.6245668934317783, 0.058652604415075256] Predicted: 2.317814123463506 Movie Vector: [2.0820406243932896, -0.6555037617002453] User Vector: [1.612409333647987, -0.3602230662349664] Predicted: 3.59322931077424 Movie Vector: [0.4011040207169176, -0.8583433429813059] User Vector: [1.3411629119656567, 0.43762962247668385] Predicted: 0.1623093632815506 Movie Vector: [1.8702007150464568, 0.22899777913890115] User Vector: [1.9938917279370236, -0.315452425409659] Predicted: 3.656739830470245 Movie Vector: [2.1647993235771867, 0.09471663971951191] User Vector: [1.4451627736477828, -0.39433830663795594] Predicted: 3.0911369955342214 Movie Vector: [2.059972471530477, 0.1594957082553483] User Vector: [1.915782947487484, 0.4890346576400225] Predicted: 4.024459062333442 Movie Vector: [1.9834392097492826, -0.027549700403213345] User Vector: [0.9710335550438242, -0.6189189281953821] Predicted: 1.9430370581018197 Movie Vector: [1.1898172402793332, -0.7014223119615866] User Vector: [1.0811213289234245, -0.5054452007892491] Predicted: 1.6408673372942777 Movie Vector: [2.2481154378874484, 0.0601097265288878] User Vector: [1.9712828753249285, -0.5276394982042796] Predicted: 4.399955198518231 Movie Vector: [2.0296248014852263, -0.05698754710459703] User Vector: [1.5725818289926465, 0.16005091012848693] Predicted: 3.1826301737083935 Movie Vector: [2.0321131520780886, 0.2967496955079547] User Vector: [1.475186223921236, -0.4021547307692265] Predicted: 2.878406033491905 Movie Vector: [1.8735422082047688, -0.7903179643634326] User Vector: [0.7883166554808947, -1.1114170722122678] Predicted: 2.355317405543839 Movie Vector: [1.683030422595503, -0.30632840845740333] User Vector: [1.2188782054670306, -0.15900430963189746] Predicted: 2.1001166383470324 Movie Vector: [2.0171414746142973, 0.485985679697168] User Vector: [1.9315852650957086, 1.2662547433099685] Predicted: 4.5116624220756645 Movie Vector: [2.1309688298802545, 0.055081108625972854] User Vector: [1.3895526113410703, -0.7001515577794035] Predicted: 2.922528178237841 Movie Vector: [2.1172753756236293, -0.2430536592887046] User Vector: [2.186259496306479, -0.4783573894008492] Predicted: 4.745179910194696 Movie Vector: [2.235765304166517, -0.5736438596123072] User Vector: [1.1823476136456819, -0.023209701551950315] Predicted: 2.6567658748318044 Movie Vector: [1.9885202439460747, 1.1725847697396659] User Vector: [1.1003499294369856, -0.5167808656051678] Predicted: 1.5820987378085802 Movie Vector: [2.2079775189685393, 0.8844523322346133] User Vector: [1.6096768579609606, 0.38372930517565723] Predicted: 3.8935205940910933 Movie Vector: [1.4174229868255634, -0.7407982131095963] User Vector: [1.2940743647355475, 1.1899533560478597] Predicted: 0.9527354313938318 Movie Vector: [-2.1746192374697206, -0.7571895402244302] User Vector: [2.093063279103976, 0.33295366391441034] Predicted: -4.803724703676353 Movie Vector: [2.2868131654540527, -0.6428360156859604] User Vector: [1.8804694311798669, 0.14549545875389477] Predicted: 4.206752531450259 Movie Vector: [1.8599078940390088, -0.463379198473788] User Vector: [1.9179768361287273, -0.6756340989578588] Predicted: 3.8803350453364347 Movie Vector: [2.2117039596177444, 0.24295852224873168] User Vector: [2.210538089867633, -0.4811444623887847] Predicted: 4.77215769867595 Movie Vector: [2.1598089714624322, 0.46432364821568717] User Vector: [2.017299333959173, -0.6025867267313412] Predicted: 4.077185932287966 Movie Vector: [1.5409279131047378, -0.8877544338762302] User Vector: [1.6697729342271208, -0.362579287735991] Predicted: 2.8948810932166835 Movie Vector: [1.7863069670352614, -0.3536668487384562] User Vector: [1.0482617488521337, -0.5474960707549239] Predicted: 2.0661484752917145 Movie Vector: [2.2783454393089957, -1.496825597011816] User Vector: [1.78847072262672, -1.328693420656374] Predicted: 6.063576436853901 Movie Vector: [2.060809378928158, 0.10916942964682493] User Vector: [1.9060756867817603, -0.1529241730599659] Predicted: 3.911364007514613 Movie Vector: [1.8256126792142793, -0.48984599705169274] User Vector: [1.717097876069812, -0.47061953379584626] Predicted: 3.365286748769187 Movie Vector: [1.0629334205534642, -1.1386682565531652] User Vector: [1.8309183574279952, -0.239510698262244] Predicted: 2.2188675416311696 Movie Vector: [1.8498294562375754, -0.12013525064015215] User Vector: [1.8938287498505253, 0.37885364829116197] Predicted: 3.4577465285496896 Movie Vector: [1.6047320953741149, -0.922769627814541] User Vector: [2.3465251659372135, -0.07394010184428673] Predicted: 3.833773926641939 Movie Vector: [2.0973868523742416, -0.4895872358864678] User Vector: [1.7363107814143457, -0.3360792265573312] Predicted: 3.80625550414316 Movie Vector: [2.0606006723512067, -0.30019116041687643] User Vector: [1.6519506462642644, -0.035819527851590025] Predicted: 3.414763318014507 Movie Vector: [1.2160891005118104, -0.5701251419734448] User Vector: [1.752304015643251, -0.8387511435183655] Predicted: 2.6091509289856316 Movie Vector: [1.6674574807483729, 0.168457361686686] User Vector: [1.7504785479722078, -0.399961680514487] Predicted: 2.8514720602305634 Movie Vector: [2.142419402256889, -0.8839050361046431] User Vector: [2.109750807305328, -0.5245468257987822] Predicted: 4.9836206444943185 Movie Vector: [2.177364748728294, 0.10124855588700005] User Vector: [1.4975793234518084, -0.8642536776386016] Predicted: 3.173271990527398 Movie Vector: [2.0490356520607054, -0.860687057195959] User Vector: [1.859960139164774, -0.9045154188407735] Predicted: 4.589629350590848 Movie Vector: [1.6263272520039058, -0.07450111758274736] User Vector: [2.244829023641783, -0.12170433572204403] Predicted: 3.6598937262639097 Movie Vector: [1.251379435839844, 0.030265646147113093] User Vector: [1.8305445706447503, -0.5198826184046144] Predicted: 2.274971248726448 Movie Vector: [1.0795851929293976, 0.0696791776238572] User Vector: [1.9175887243382175, 0.2897359366341168] Predicted: 2.090388954716655 Movie Vector: [2.1131954850890406, -0.5868643941477716] User Vector: [1.480601888866573, -0.8650431368853471] Predicted: 3.636464243207055 Movie Vector: [2.180841964957956, -0.7508950917077061] User Vector: [1.8429151417005192, -0.5860736292965678] Predicted: 4.4591864904950445 Movie Vector: [1.5572342684944667, -0.01704941498388877] User Vector: [1.7443775462460254, -0.19907942772290355] Predicted: 2.719798679984605 Movie Vector: [-2.1471195121388895, 1.0020566501875037] User Vector: [1.659414722584523, 0.49149080846176435] Predicted: -3.070460096466628 Movie Vector: [2.370170021237411, 0.2259086530044381] User Vector: [1.955979174980205, 1.1009665798089523] Predicted: 4.884721079750309 Movie Vector: [2.3437937267161844, -0.48656411446834896] User Vector: [1.3923823225428902, 0.32802254344063897] Predicted: 3.103852954391687 Movie Vector: [2.1528021506216333, 0.46641665303860724] User Vector: [1.6290993746452476, -0.8929636080889699] Predicted: 3.090635539942511 Movie Vector: [1.8164915089663418, -0.48493423777189976] User Vector: [1.5866736646813016, -0.9571979574453559] Predicted: 3.3463573012846757 Movie Vector: [1.3924005758383968, -1.3240259505154304] User Vector: [-0.5562691330686544, -1.0946092620944412] Predicted: 0.6747416074816661 Movie Vector: [2.4654880957735203, -0.05781499955323608] User Vector: [2.0814497776204544, -0.8078932665987372] Predicted: 5.17849799752114 Movie Vector: [2.37351568854712, 0.4673782764729601] User Vector: [1.9759123342876828, 1.2769343714477837] Predicted: 5.286670310321924 Movie Vector: [2.170914559559595, 0.16585801599416225] User Vector: [1.6579382402000533, -0.5693044825408566] Predicted: 3.5048185525300988 Movie Vector: [1.06782569319947, -1.2401716251988706] User Vector: [1.8900226858253886, -0.737693239602752] Predicted: 2.9330810085105847 Movie Vector: [1.1960962833393942, 0.872621762626082] User Vector: [1.3705050922472994, -0.24424563351421744] Predicted: 1.426121991903808 Movie Vector: [1.8610369051251776, 0.660062342322976] User Vector: [1.9100696243809816, -0.5349463699642899] Predicted: 3.20161210835579 Movie Vector: [2.35393865817264, -0.6376423899905699] User Vector: [0.04454837530416306, -2.1167773040481426] Predicted: 1.4546110820183056 Movie Vector: [1.9069278514808967, -0.6661213388854504] User Vector: [1.6802919642654317, 0.03347141757916517] Predicted: 3.181899519785068 Movie Vector: [1.7629284745199927, -0.4599221970080225] User Vector: [1.4463700108402169, -0.06286938571738579] Predicted: 2.578761902805694 Movie Vector: [2.0005114582091563, -0.4985328027522149] User Vector: [1.961820006364579, 0.10353405933420652] Predicted: 3.8730282768961044 Movie Vector: [1.6858594562861338, -0.6040801332333414] User Vector: [2.180761436339566, -1.3982841818767213] Predicted: 4.521132984243353 Movie Vector: [1.9265346295679522, -0.3289423398023259] User Vector: [1.8150603691700937, -0.5202571166177706] Predicted: 3.667911249201638 Movie Vector: [2.2990572274497545, 0.4411322797023268] User Vector: [1.6227288248623772, -0.27264667175679097] Predicted: 3.61047318512557 Movie Vector: [2.068161877965916, -1.2436727442889575] User Vector: [2.1130792497402298, -0.9948916839686867] Predicted: 5.60750962030516 Movie Vector: [2.187782500047128, -0.768808929264846] User Vector: [1.9709021031724343, -0.3995589750490748] Predicted: 4.61908963841237 Movie Vector: [-0.08987888083787654, 0.2766192516608897] User Vector: [1.6247530535717456, 0.1513775670280924] Predicted: -0.10415703678339386 Movie Vector: [1.0659193410124554, -0.4132944601475015] User Vector: [2.4013991834162924, -0.08746020363243691] Predicted: 2.5958446527396015 Movie Vector: [1.9946910945534972, -0.377534720010654] User Vector: [1.8355365553445908, -0.14453708315943237] Predicted: 3.7158961878950105 Movie Vector: [1.264856761835872, -1.298112785297494] User Vector: [1.850822730022778, -0.2713224443588789] Predicted: 2.693232778989268 Movie Vector: [1.6510388174661326, -0.34995715944837236] User Vector: [1.6175156270114972, -0.6695238945856871] Predicted: 2.904885768386071 Movie Vector: [1.3715039700327267, -1.0015744158830937] User Vector: [2.010360175731622, 0.2957236423588718] Predicted: 2.461027727853202 Movie Vector: [1.1422631997179016, -0.7209853446847416] User Vector: [1.833704532079036, 0.4515099191580123] Predicted: 1.769041171457098 Movie Vector: [1.3703615014128294, -1.690131797179116] User Vector: [1.650520423138109, -0.37222185349712633] Predicted: 2.8909136353645177 Movie Vector: [2.4000771820969318, -0.35475261897761706] User Vector: [1.8748561230701706, -0.013504116885189085] Predicted: 4.504590021527434 Movie Vector: [1.8560573944588077, -0.0738818116458078] User Vector: [1.5902604557506645, -0.5221912443769066] Predicted: 2.9901951131715987 Movie Vector: [0.9673335311035582, 0.13401363323913085] User Vector: [2.430741784404305, -0.12236721182899715] Predicted: 2.334939158862234 Movie Vector: [2.284179009183303, 0.05114768495025432] User Vector: [1.9298247996119788, -0.6229742854464214] Predicted: 4.376201606190932 Movie Vector: [1.6543011929506861, 0.8553300244975781] User Vector: [1.819661790774055, -0.20534110573952208] Predicted: 2.834634258241756 Movie Vector: [2.0512836365866507, -0.547420416054036] User Vector: [2.00120356166956, 0.3709071979740627] Predicted: 3.901993946899295 Movie Vector: [1.9851473906510255, 0.36247927992652507] User Vector: [2.0237195969132604, -0.31570805250246853] Predicted: 3.9029440496836036 Movie Vector: [1.8997488866732877, -0.8750887900027037] User Vector: [1.845447384323616, 0.16023743693962697] Predicted: 3.3656646289782874 Movie Vector: [1.7809437747917582, -0.07953844275296099] User Vector: [1.2399241481639205, -0.15864478829624012] Predicted: 2.220853552298464 Movie Vector: [2.260872867651524, -0.010373422325258737] User Vector: [1.1253194779199558, -0.03286308048358916] Predicted: 2.544545177681772 Movie Vector: [2.0745925398010527, -0.902982212672532] User Vector: [1.5788710942285797, 0.06889939965379369] Predicted: 3.2132992610429447 Movie Vector: [2.2535875338035445, -0.2920656896501925] User Vector: [1.501603010421112, -0.9778766317537403] Predicted: 3.669598037852855 Movie Vector: [1.9964614658362256, -0.4195098619467809] User Vector: [1.6601428794775628, -1.219767547202219] Predicted: 3.826115801993314 Movie Vector: [1.7249416755103402, -0.3519398699028391] User Vector: [1.55245686469123, -0.5657882596591404] Predicted: 2.8770209918350114 Movie Vector: [1.437887743235818, -0.4466672294073637] User Vector: [1.6597172589929168, -0.39802496171729984] Predicted: 2.564271810828101 Movie Vector: [2.0776543862441024, 0.4315406358093672] User Vector: [1.7575286505651468, -0.23746605406420185] Predicted: 3.5490608578423486 Movie Vector: [2.1115552629115815, -0.6620975300219789] User Vector: [1.9025646883451461, -0.07739817426780712] Predicted: 4.068615620715852 Movie Vector: [2.132875071879164, -0.7576776023024063] User Vector: [1.4013936931131326, -0.22171060376114146] Predicted: 3.15698283259244 Movie Vector: [1.8416707721064254, -0.5211842302262909] User Vector: [2.1344161251020854, 0.646917007679574] Predicted: 3.593728850445388 Movie Vector: [0.3997555821231253, 1.0342461281771957] User Vector: [1.6124552944106703, -0.7339542394548165] Predicted: -0.11450132555072956 Movie Vector: [1.9436030576671608, -0.27886307546529226] User Vector: [2.3354945660905737, -0.16756001073098648] Predicted: 4.586000679736118 Movie Vector: [1.7549994206546888, -0.3796244081323827] User Vector: [1.5027734340519274, 0.4415097793322813] Predicted: 2.4697586174727135 Movie Vector: [1.726506083440477, -0.24417173679136386] User Vector: [2.2597904137908364, -0.40885392327366543] Predicted: 4.001372469250046 Movie Vector: [2.0505955699449743, -0.77478646836953] User Vector: [2.0041074003298602, -0.26474293675813065] Predicted: 4.31473300180696 Movie Vector: [2.0532949690443396, 0.016029900449360777] User Vector: [2.240444985939953, 0.8161941031251826] Predicted: 4.613377928271573 Movie Vector: [2.045142851871723, -0.3519893574721199] User Vector: [2.09801249310232, -0.13729629616084338] Predicted: 4.339062088474741 Movie Vector: [1.586325800717776, -0.7591057595124209] User Vector: [1.9768205873180538, -0.4212643156707617] Predicted: 3.45566566935543 Movie Vector: [1.3526787475050037, -0.04961205320929428] User Vector: [2.0707763028505735, -0.5252163247191663] Predicted: 2.827152155951313 Movie Vector: [2.155494097205104, -0.2304904060295066] User Vector: [2.312501570038953, 0.5279997100769505] Predicted: 4.862884616437401 Movie Vector: [1.8255501947465917, 0.012421716075217413] User Vector: [2.0114593160759586, -0.44411619891651355] Predicted: 3.666503260859967 Movie Vector: [2.211980451390861, -0.44122448387482893] User Vector: [1.8460970665413838, -0.09944471258024705] Predicted: 4.1274080645418545 Movie Vector: [1.4422248550925245, 0.37333566221097747] User Vector: [1.8827880452173988, -0.21890425648878079] Predicted: 2.63367895012656 Movie Vector: [1.247380762103621, -0.5351595857743434] User Vector: [2.0972455492508986, 0.10732175274714725] Predicted: 2.5586294867982735 Movie Vector: [2.2530421537243144, -0.3633448207493454] User Vector: [2.065888483876979, 0.12077476936118067] Predicted: 4.610650952143866 Movie Vector: [2.3055901268531676, 0.0323805676892055] User Vector: [2.3248533910073, 0.13852469365648584] Predicted: 5.364644532907108 Movie Vector: [-0.33275037921738776, 0.49136557345421705] User Vector: [1.4362845748649424, -0.39472675518665695] Predicted: -0.6718793753704082 Movie Vector: [1.8525218353491146, -0.10092912080811713] User Vector: [2.3021035858781027, -0.6857515699420846] Predicted: 4.333909463121722 Movie Vector: [2.103308017313237, -0.37209849062633976] User Vector: [2.286501600641396, 0.1899191908235957] Predicted: 4.738548503982161 Movie Vector: [0.3381958958587082, -1.5870363840409212] User Vector: [0.9625606686332913, -0.530528309035456] Predicted: 1.1675017968497676 Movie Vector: [2.2889002059651804, -1.161272786788596] User Vector: [2.0358756722085176, 0.03988697244970144] Predicted: 4.613596589784351 Movie Vector: [1.8280570848826132, -0.2625449120639934] User Vector: [0.9927400473960808, -0.29379033334474963] Predicted: 1.8919186343223553
avg loss: 9.493452610571852: 72%|█████████████████████████████████▎ | 50620/70000 [01:22<00:27, 694.57it/s]
Movie Vector: [2.1186456462230403, 0.8173138048846184] User Vector: [1.2725735456254013, -0.9103433773659877] Predicted: 1.9520961924313647 Movie Vector: [1.7424763917973065, -0.24338411788296654] User Vector: [1.77400075949071, -0.6089051369229911] Predicted: 3.239352282067463 Movie Vector: [1.8618918622692713, 0.24461436124717376] User Vector: [0.6579737623825148, 0.736315585569582] Predicted: 1.4051893604071415 Movie Vector: [2.2286541924344467, -0.054904708286453496] User Vector: [2.218285381121995, -0.21786872847091945] Predicted: 4.955753033635015 Movie Vector: [2.0958470247300935, -0.5025360727194121] User Vector: [2.0320208718180233, -0.49482809555387963] Predicted: 4.507473866200128 Movie Vector: [1.9960850908378964, 0.03059630240315219] User Vector: [1.916797438878303, -0.42400316182185305] Predicted: 3.8131178609422505 Movie Vector: [2.0922742157369347, 0.03023003992808603] User Vector: [1.7741956500667206, -1.0985398639289679] Predicted: 3.678894908358062 Movie Vector: [1.7529615011379764, -0.4853421928466396] User Vector: [1.903204985851025, -0.1723504208655052] Predicted: 3.4198940001715994 Movie Vector: [1.603366721434318, -0.019888241598023326] User Vector: [1.9204221869695508, 0.0006263425205293414] Predicted: 3.07912856883972 Movie Vector: [2.031785184936093, -1.3136506735221607] User Vector: [1.3923292966513443, -0.7174043726745423] Predicted: 3.7713327748403476 Movie Vector: [1.4046163497689041, -0.6603648746266353] User Vector: [1.564310667232747, -0.94703684640114] Predicted: 2.822646207653513 Movie Vector: [1.648960858761693, -0.3838674590416987] User Vector: [1.7522922660713716, -0.2125907485605485] Predicted: 2.971068030328232 Movie Vector: [2.1610968577109757, -0.3346785430463022] User Vector: [1.934676631942815, -0.17208814063760036] Predicted: 4.23861779816261 Movie Vector: [1.9751575242893677, -0.17105784671446586] User Vector: [1.8208698761253628, -0.295547748193829] Predicted: 3.647060597988205 Movie Vector: [2.060240601969792, 0.4575855308492669] User Vector: [2.016205423920755, -0.25822899159892965] Predicted: 4.03570642607179 Movie Vector: [2.0754126414345153, -0.601143852172202] User Vector: [2.0869938808852897, 0.01533631215663463] Predicted: 4.322154153217855 Movie Vector: [1.5792292285923175, -0.019559619313502787] User Vector: [1.7955331979251432, -0.43812377244137485] Predicted: 2.84412804127237 Movie Vector: [2.063028784572756, -0.3819344846119107] User Vector: [2.060041830982771, 0.08826651554387022] Predicted: 4.216213568618684 Movie Vector: [2.5486413643535704, -0.25295397684906334] User Vector: [1.4413770994822401, 0.22931253166013682] Predicted: 3.6155477805476504 Movie Vector: [1.1434328919624663, -1.2181972397510685] User Vector: [1.6656701972907828, -0.451131160500564] Predicted: 2.4541488252313752 Movie Vector: [1.7733231407926966, 0.2607096775812392] User Vector: [2.1680859216779016, 0.6373886124441044] Predicted: 4.01089031578254 Movie Vector: [0.757872552759474, -1.1124719502117622] User Vector: [1.7206809313800453, -0.17452852021462853] Predicted: 1.498214933200285 Movie Vector: [2.134619919220872, -0.4301145182744667] User Vector: [1.0272695944009402, 0.15867839900188935] Predicted: 2.124580255470932 Movie Vector: [1.9211819060772728, 0.360020647120724] User Vector: [1.7404354110132532, -0.8210673951766566] Predicted: 3.0480918053935966 Movie Vector: [1.769366506596545, -0.019834101042602068] User Vector: [1.660434178305117, -0.9524990665236884] Predicted: 2.9568085842296448 Movie Vector: [1.8161105268637383, 0.6740160581337366] User Vector: [1.7126355304076817, -0.18902141409125395] Predicted: 2.9829319470256013 Movie Vector: [1.9669053427849297, -0.3036355037858202] User Vector: [1.9254630909815558, 0.02463326203494481] Predicted: 3.7797241080589385 Movie Vector: [1.9920926924001219, 0.11277965926948723] User Vector: [2.142168188722151, -0.527834757253207] Predicted: 4.207868570571793 Movie Vector: [2.1792788379958794, 0.32923133536642335] User Vector: [2.1967795564136945, -0.14765754450512986] Predicted: 4.738781708479988 Movie Vector: [1.0376481306172574, -0.7847050514021964] User Vector: [1.4280024691396198, -1.0088741712358638] Predicted: 2.273432751017541 Movie Vector: [1.6112721295869123, 0.41917632398194976] User Vector: [1.8384853867485234, 1.2498730926065602] Predicted: 3.4862174727234807 Movie Vector: [0.8206156531903965, -0.17622341669212155] User Vector: [1.9221481392734057, -0.49222367577424453] Predicted: 1.6640861887602434 Movie Vector: [1.3081440634482664, -0.9617386379636331] User Vector: [1.9597922752207013, -0.09417246004127489] Predicted: 2.654259923875512 Movie Vector: [1.4736867428085219, -0.8731534931538193] User Vector: [1.7699320201918902, -0.1372717616011311] Predicted: 2.7281846719824996 Movie Vector: [1.264937841210617, 2.630774905202107] User Vector: [1.6423621333564808, -0.4830911698278971] Predicted: 0.8065818849460489 Movie Vector: [1.1488193612952184, 0.3457283735594607] User Vector: [2.280877438827034, -0.7328947345163468] Predicted: 2.3669336579113174 Movie Vector: [1.7233688909394984, -0.2368256903491362] User Vector: [1.79627165670499, 0.549401909876357] Predicted: 2.965526206256132 Movie Vector: [0.8820457133110028, -0.7841892973129312] User Vector: [0.8818225954824218, 0.29087090080536426] Predicted: 0.5497099929347147 Movie Vector: [2.010203792260346, -0.21475631982530055] User Vector: [1.9206478926437742, 0.7721239872795957] Predicted: 3.6950751714323538 Movie Vector: [1.9848627194911703, -1.3609544468019579] User Vector: [0.8067305741773989, -0.07850083724262073] Predicted: 1.7080855048814467 Movie Vector: [0.6695690601955074, -1.6245221470638496] User Vector: [1.9611627781736525, -0.07831244566598054] Predicted: 1.4403542206472626 Movie Vector: [1.7914755323591673, 0.15319644236403407] User Vector: [2.0483149066392814, 1.031391701720719] Predicted: 3.827511577198226 Movie Vector: [1.130908046679358, 0.25780091013364176] User Vector: [1.686471063675056, -0.5424609215149313] Predicted: 1.7673967771235335 Movie Vector: [2.0159268103058063, -1.0786789301258422] User Vector: [2.124329045970195, -0.1586028984843518] Predicted: 4.45357348253463 Movie Vector: [1.8653457346925135, -0.4891761087426582] User Vector: [0.9942573051862024, -1.4219283543258348] Predicted: 2.550207002695919 Movie Vector: [1.8486877978101588, -0.8211018867028127] User Vector: [1.544113636363706, -0.6700378578873509] Predicted: 3.404753387251471 Movie Vector: [2.1014070926741155, 0.6043506676785259] User Vector: [1.5091755159911677, -0.5321800238292693] Predicted: 2.8497687806675653 Movie Vector: [1.8154684145057414, -0.1702009743762922] User Vector: [1.6815158273118296, -0.11538561575053925] Predicted: 3.0723776172058677 Movie Vector: [2.2278616972773406, 1.2976786628443802] User Vector: [2.057908863440782, -0.6300446502272183] Predicted: 3.767140834108151 Movie Vector: [2.007447431048798, -0.60013867224889] User Vector: [1.7253142670880446, -0.6614800393509501] Predicted: 3.8604574457529575 Movie Vector: [1.730095387736317, -0.39371082283596676] User Vector: [2.065601431251054, 0.258010383064804] Predicted: 3.4721060288923167 Movie Vector: [1.3197842756320022, -0.49932190443405705] User Vector: [1.8913161038199284, -0.12268386495456697] Predicted: 2.55738799516357 Movie Vector: [2.1906588671027034, -0.5076409085958266] User Vector: [1.6507993510967272, -0.48910572678882225] Predicted: 3.8646283118339344 Movie Vector: [2.1912961193201843, -0.6653414652943955] User Vector: [2.1493096861230465, 0.37289457646636326] Predicted: 4.461671750512251 Movie Vector: [1.1611218338357343, -0.9011119904888389] User Vector: [2.230133932864892, 0.74684878636421] Predicted: 1.916462805352555 Movie Vector: [1.0884044560101032, -0.5288911682911459] User Vector: [1.549320199356138, 0.3789899252816918] Predicted: 1.485842584412874 Movie Vector: [2.126429113577514, -0.48861064894704875] User Vector: [2.0616459666601044, -0.8074288728246249] Predicted: 4.7784623509251265 Movie Vector: [0.6581627118801435, -0.5541910377993646] User Vector: [1.9030111495171116, -1.0723363410125466] Predicted: 1.846770168600048 Movie Vector: [1.8665612593055334, -0.44670148941558013] User Vector: [1.8278621936700767, -0.09967722989464065] Predicted: 3.456342725108548 Movie Vector: [0.4477723739748222, -0.3202756007446103] User Vector: [1.8819181155957967, -0.18398645331238045] Predicted: 0.9015973141100466 Movie Vector: [1.6746967730023072, 0.23171482867429746] User Vector: [2.3818614096641304, 0.48530160293405855] Predicted: 4.101347194282473 Movie Vector: [2.1423450034770224, -0.2485389375703816] User Vector: [1.712355175011628, 0.010514959392911014] Predicted: 3.6658421765280735 Movie Vector: [2.072636132304903, 0.14636846158715508] User Vector: [2.2601494270717546, -0.41694724234757546] Predicted: 4.623439440531723 Movie Vector: [2.3827121645662963, -0.008651098779106388] User Vector: [1.9065623247555967, -0.21275002446064634] Predicted: 4.5446297651758245 Movie Vector: [1.1090589497418328, 2.055289114544613] User Vector: [1.6306202320275927, 0.9448209417885105] Predicted: 3.750334158812021 Movie Vector: [1.952892901629732, 0.391145455004726] User Vector: [1.5560886169510977, -1.124797775456223] Predicted: 2.598914876681498 Movie Vector: [1.1946595178845614, -0.5378574750790178] User Vector: [2.066170117938141, 0.4384407538572721] Predicted: 2.2325511601220533 Movie Vector: [2.3610460173979257, -0.9753583357929052] User Vector: [1.5495489705118608, -1.0952414289180692] Predicted: 4.726809282991057 Movie Vector: [2.1476160111350526, -0.5719134727449736] User Vector: [1.8508248397149916, 0.06759621676454637] Predicted: 3.9362018725041494 Movie Vector: [1.9153126291868017, -0.8704300260735314] User Vector: [1.923041087885424, 0.16520889896140864] Predicted: 3.5394220958415206 Movie Vector: [2.196650255870712, -1.395791846866044] User Vector: [2.01289505162726, -0.2589642350757252] Predicted: 4.78308659814651 Movie Vector: [1.5969829172155576, -0.32292227546849783] User Vector: [2.0691184140168737, -0.17568533114631446] Predicted: 3.361079467781299 Movie Vector: [2.448769037997447, -0.05132566968979518] User Vector: [1.9910648197993446, -0.1051482026339361] Predicted: 4.881054685287466 Movie Vector: [1.9415222649093586, -0.46819657441131896] User Vector: [1.2484188046374198, -0.33051082604253046] Predicted: 2.578576941694046 Movie Vector: [2.3698283735286605, -0.04715681044368684] User Vector: [1.6430804681302384, 0.967912038643538] Predicted: 3.848175068833317 Movie Vector: [1.8995486805020758, 0.20761470969789544] User Vector: [1.5451995069009443, -1.0765440876225856] Predicted: 2.7116752962173982 Movie Vector: [1.85978758382631, -0.18466021376287103] User Vector: [1.993730978587726, 0.04023654584830169] Predicted: 3.7004860303099045 Movie Vector: [1.8554321018120383, -0.46394305348381637] User Vector: [1.8224930772058874, -0.0543078908368908] Predicted: 3.4067079294811418 Movie Vector: [-0.11691004454719778, 0.0696369921423147] User Vector: [1.6387285346114004, -0.9820235854274737] Predicted: -0.2599689946841637 Movie Vector: [1.7397152498616484, -0.8933618212956356] User Vector: [1.932654577001295, -0.15620787502188638] Predicted: 3.50181879205434 Movie Vector: [1.8105086977935074, -0.45042806979521716] User Vector: [1.4408151765737602, -0.6157424986465859] Predicted: 2.885956114255947 Movie Vector: [0.5402261817052378, -0.7555995437749473] User Vector: [1.8757073985022028, -0.7155524636243175] Predicted: 1.5539773609506837 Movie Vector: [2.103907522096438, -0.055743682009682216] User Vector: [1.797851549130918, -0.5705575896114631] Predicted: 3.8143183786727843 Movie Vector: [2.045012963665378, -0.33156604122699124] User Vector: [1.9783584031294672, 0.1803617770225881] Predicted: 3.9859667407800514 Movie Vector: [1.4428980725335416, 0.1695643036610207] User Vector: [1.9694878211816151, -0.5845021619716128] Predicted: 2.7426594789781595 Movie Vector: [-0.026496280122253968, 0.4503749932970563] User Vector: [2.23321447726794, -0.4786534320911899] Predicted: -0.27474541263244695 Movie Vector: [2.538739126731466, -0.4867295071253178] User Vector: [1.7344741688474787, -0.10492544913605513] Predicted: 4.454447748901028 Movie Vector: [2.04462053772349, -0.32724703316214027] User Vector: [1.615122681895709, -0.14939990333469666] Predicted: 3.3512036814679993 Movie Vector: [1.8854701834951166, -0.5179569124826326] User Vector: [0.028246829733501733, 0.8673964034596466] Predicted: -0.3960154077937177 Movie Vector: [0.41926663998948044, -1.040441809245886] User Vector: [1.8216329893958894, -0.47687543470478766] Predicted: 1.2599110828271751 Movie Vector: [0.25760965568482463, 0.700352435305526] User Vector: [1.7187924541532125, -0.4468510111544859] Predicted: 0.12982433842730284 Movie Vector: [2.259110040412412, 0.3934435669942448] User Vector: [1.8714615990707189, 0.07971517918611198] Predicted: 4.259201113149498 Movie Vector: [2.007643207326643, -0.004596506233537407] User Vector: [1.3766138499310332, -0.6404750242707828] Predicted: 2.766693392367303 Movie Vector: [-0.8432995209548487, -0.7934691426532732] User Vector: [2.00840807398372, -0.5107475978554189] Predicted: -1.2884271080897634 Movie Vector: [2.1339680553556972, -0.27931812113848714] User Vector: [1.879712373023201, -0.9124697200486358] Predicted: 4.26611548508811 Movie Vector: [-0.4425833613415059, -0.4751227833785757] User Vector: [1.7434946361016064, -0.9534301509013108] Predicted: -0.31864532947344826 Movie Vector: [1.4947474865442818, -1.4265347483094972] User Vector: [1.9099525967128754, -0.3781407011578699] Predicted: 3.3943276933071136 Movie Vector: [2.0462622903989267, -0.33145214336632645] User Vector: [1.9639454960923763, -0.3820161244048854] Predicted: 4.145367672287139 Movie Vector: [1.4528169463393985, -0.004414520176409103] User Vector: [2.0583338997497527, 0.5068197479681074] Predicted: 2.9881450047780933 Movie Vector: [2.2224053138882045, 0.27557109553337894] User Vector: [1.4215385673053917, 0.308366513424641] Predicted: 3.244211763806764 Movie Vector: [2.1354110004969007, -0.5659635912724899] User Vector: [1.6637177488065307, 0.05865013985904771] Predicted: 3.5195273387401445 Movie Vector: [1.5265745739040517, -0.1965577068292397] User Vector: [1.9337734562320648, 0.8337375489475962] Predicted: 2.788171849255859 Movie Vector: [2.191818181861861, -0.547087972657998] User Vector: [1.5923703123121589, 0.28650567357397067] Predicted: 3.3334423946722427 Movie Vector: [2.2304478215210017, -0.34220424396805776] User Vector: [1.71524884170414, -0.8720790400393129] Predicted: 4.124202190922463 Movie Vector: [2.5266888352816905, 0.42548656639506566] User Vector: [0.6685818964316685, 1.1538448494516547] Predicted: 2.1802438963311723 Movie Vector: [2.2501732565855255, -0.14946711632529028] User Vector: [1.6776987571248188, 0.007858736120018032] Predicted: 3.7739382532632213 Movie Vector: [1.555935098876451, -0.11167985329476698] User Vector: [0.9752303050359734, -0.5899825312476209] Predicted: 1.5832842236296685 Movie Vector: [1.7812671734957741, 0.2116439091647869] User Vector: [1.7855873347293623, -0.9017510882509747] Predicted: 2.989757979352187 Movie Vector: [1.9309767291423852, -0.34768185369935123] User Vector: [1.9713054843609927, -0.15590680159899195] Predicted: 3.8607509821161092 Movie Vector: [2.1043686826767156, -1.3725832587818645] User Vector: [0.42596242185110217, -0.5709362842114247] Predicted: 1.6800395660803134 Movie Vector: [-0.1355170817389167, -1.1185786659958508] User Vector: [1.17662421950722, 0.07541518521601111] Predicted: -0.24381049780570468 Movie Vector:
avg loss: 9.478139562600656: 73%|█████████████████████████████████▎ | 50754/70000 [01:22<00:32, 590.65it/s]
[1.4028020179019831, -0.08043908714038389] User Vector: [0.5470297577045946, -1.0108011609008583] Predicted: 0.8486823706237435 Movie Vector: [1.9851437940529766, -0.7934647217939219] User Vector: [1.657717386992912, 0.005185838624854226] Predicted: 3.2866926030809576 Movie Vector: [1.6614852124713115, 0.021831418436431622] User Vector: [1.325305230991534, -0.22521263418566534] Predicted: 2.197058332049231 Movie Vector: [2.429987525840707, -0.2753369188661234] User Vector: [1.5029295422520916, 0.21055301356676281] Predicted: 3.5941270218766173 Movie Vector: [1.6091028865585815, -0.882805004797772] User Vector: [1.8939773452641906, -0.1031132701549291] Predicted: 3.138633324295004 Movie Vector: [1.5876466572989965, 0.9085148514402797] User Vector: [2.110798267962743, -1.026834947097151] Predicted: 2.4183070149479047 Movie Vector: [2.650169863952126, -0.11479766874894227] User Vector: [1.3853370281753634, -0.5446849415725318] Predicted: 3.733907004982526 Movie Vector: [2.0429853797626314, -0.38279328343609814] User Vector: [0.9459705074578678, 0.40922687575303046] Predicted: 1.7759546169832625 Movie Vector: [0.4877692330749507, 0.8817360686620843] User Vector: [1.8068826225626902, -0.8406767281641209] Predicted: 0.1400867577567233 Movie Vector: [1.8437077127416766, 0.6649156672707359] User Vector: [1.8224363774893073, 0.40350482812945443] Predicted: 3.6283366872006972 Movie Vector: [2.06294654203634, 0.44663209056560954] User Vector: [1.5589581867218651, 0.07756664439520253] Predicted: 3.2506911530215032 Movie Vector: [1.988011632557746, -0.4873500914376742] User Vector: [1.691904045844057, -0.5562971382538068] Predicted: 3.6346363855040082 Movie Vector: [2.021376172299406, -0.489337381323366] User Vector: [1.7491993043151817, -0.5281614410438267] Predicted: 3.794238930821767 Movie Vector: [1.3682612685631246, 0.0583736057656929] User Vector: [1.9435941585500527, -0.6918461219747514] Predicted: 2.618959056174896 Movie Vector: [2.0219999864852833, -0.6338761811335878] User Vector: [1.7714566440091637, -0.7875908082233564] Predicted: 4.081120364058331 Movie Vector: [2.640070997623029, -0.37976557440878916] User Vector: [1.7172321643965027, -0.9816234806665971] Predicted: 4.906401638397133 Movie Vector: [1.632027623918123, -0.15109210838261938] User Vector: [2.040597266091508, -0.6884566258646501] Predicted: 3.4343314706850157 Movie Vector: [1.6186246058491702, -0.1743384969970628] User Vector: [2.083182353495355, -0.136586191335026] Predicted: 3.3957024471462676 Movie Vector: [1.546538146879635, -0.31046550736821804] User Vector: [2.0097975248529925, -0.6041994931465307] Predicted: 3.295811641880782 Movie Vector: [1.6490445767507562, -1.0571113647305592] User Vector: [1.8677848806322699, -0.29155182342816843] Predicted: 3.3882632738975373 Movie Vector: [2.3382020633002254, -0.20720787361636] User Vector: [1.446691328910094, -0.41229460384016287] Predicted: 3.468087338381346 Movie Vector: [1.3948822799371323, -0.13721262923774563] User Vector: [0.9343904472084898, -0.5870511819040358] Predicted: 1.3839155135198338 Movie Vector: [1.7791642221384145, -0.38758172717932754] User Vector: [2.318987641609376, 0.6336722596701581] Predicted: 3.8802600546639545 Movie Vector: [1.796941452384954, -0.1859285449852307] User Vector: [1.9575634724576418, -0.33170579482624385] Predicted: 3.579300525128982 Movie Vector: [1.3654751747196163, -0.5895243274548129] User Vector: [1.724589666051969, -0.5643098378457747] Predicted: 2.6875587532041223 Movie Vector: [1.968375331640807, -0.24081103559918704] User Vector: [0.6003846110586715, -0.36617563026226735] Predicted: 1.269961390639291 Movie Vector: [1.6999446216607457, -0.7942421124865533] User Vector: [1.553590433107223, -0.15460467955036974] Predicted: 2.7638112483106045 Movie Vector: [2.1656877639626715, 0.10798734886402796] User Vector: [1.72887990851855, -0.41942667718681426] Predicted: 3.698921288327274 Movie Vector: [2.07405456241957, 0.28790147915709874] User Vector: [2.2317564655110216, -0.687404303938413] Predicted: 4.430879963619683 Movie Vector: [2.3434856354179083, -0.3506092941832282] User Vector: [1.8522661826812628, 0.04642555072034282] Predicted: 4.324481962513776 Movie Vector: [1.3592265606689808, -1.3893047555157836] User Vector: [1.8099236644334435, -1.6277217536375739] Predicted: 4.7214978904664395 Movie Vector: [1.9406422532167107, -0.5745257781204481] User Vector: [1.9642449205382102, -0.6259417527345889] Predicted: 4.171516361010668 Movie Vector: [1.7916596175432717, -0.38416731250130326] User Vector: [1.3017038929703668, 2.1114274664557175] Predicted: 1.5210688837041468 Movie Vector: [1.3612899900852575, -0.026951033278900093] User Vector: [1.9722714060918738, -0.5902091984926765] Predicted: 2.7007400705943327 Movie Vector: [1.9112791353644838, -0.4491400507183763] User Vector: [1.8421773386179718, -0.22136653074714233] Predicted: 3.6203396857889256 Movie Vector: [1.962613616369963, -0.3243004293921909] User Vector: [1.7911991075411324, -0.141339369821117] Predicted: 3.561268176412962 Movie Vector: [0.8346903588868452, -1.3343384076039997] User Vector: [1.7114775953437709, -0.09685811730497465] Predicted: 1.557795354292528 Movie Vector: [0.9156752313309136, -0.7122059648541005] User Vector: [1.093710969797897, -0.4913242997205099] Predicted: 1.3514081422175581 Movie Vector: [1.5859375483798213, -0.48709158299649213] User Vector: [1.7972296850590033, -0.24805011180066042] Predicted: 2.9711171622173542 Movie Vector: [2.2359866988530896, -0.30296018951537695] User Vector: [1.7624927432513786, -0.9450809592853202] Predicted: 4.227232237267631 Movie Vector: [1.72722944591963, -0.19091985993157304] User Vector: [1.8343430387817619, -0.37109784653157735] Predicted: 3.23918125938227 Movie Vector: [0.9222878562319493, -1.3977173527678943] User Vector: [1.621577994193805, -0.9718079358404582] Predicted: 2.8538745074596656 Movie Vector: [1.5570302196631387, -1.2698324919511221] User Vector: [2.0390112603394015, -0.15241372029520175] Predicted: 3.368342044831869 Movie Vector: [2.576369973594805, -0.5280335711248579] User Vector: [1.9997817737132058, 0.3466835907483477] Predicted: 4.9691171410636255 Movie Vector: [1.4896400469444895, -0.7900151156307784] User Vector: [1.3962764754729495, -0.335647625820085] Predicted: 2.3451160523944616 Movie Vector: [1.9327182295849146, -0.15044309947402962] User Vector: [1.6894173621133168, -0.12721502206358393] Predicted: 3.2843063553525687 Movie Vector: [1.631355780815182, -0.47432982306351046] User Vector: [1.7176763826778942, 0.7739991611279761] Predicted: 2.435010411302155 Movie Vector: [2.2040438978560544, -0.6399426703217893] User Vector: [1.4880356334324514, -0.6407301248387259] Predicted: 3.6897264047040705 Movie Vector: [1.5543323304789214, 0.13649298228179063] User Vector: [1.3218060839454124, -0.671807590811499] Predicted: 1.9628289093106834 Movie Vector: [1.744631870448453, 1.0882499402435093] User Vector: [2.2183524014073726, -0.24454907214604735] Predicted: 3.60407778623162 Movie Vector: [1.7841212887045155, -0.9098113349525235] User Vector: [1.9681284816041598, -0.36059110187279614] Predicted: 3.8394497947025648 Movie Vector: [1.5633934819366533, -0.6737313246715396] User Vector: [1.7640128056382665, -0.19929440480918245] Predicted: 2.8921170057393706 Movie Vector: [1.6517907999835217, -0.29271750326542434] User Vector: [2.3858760470133635, -0.6322633832308553] Predicted: 4.126042663303212 Movie Vector: [1.9299410934580452, -0.21433631148487292] User Vector: [1.962099825134286, 0.12254869685779773] Predicted: 3.760470446331725 Movie Vector: [1.6136711315273702, -0.6720336881716886] User Vector: [1.9459493112150372, 0.16407649443733424] Predicted: 3.0298572952242724 Movie Vector: [0.3901252519022671, 0.3171621982669846] User Vector: [1.9120559496217664, -0.37498788595334615] Predicted: 0.6270093267649676 Movie Vector: [1.4935394240080369, -0.05486736183390265] User Vector: [1.943058130827263, -0.33043648540491494] Predicted: 2.9201640997377174 Movie Vector: [2.2112735156277985, 0.9724986415392446] User Vector: [1.9758285875484956, -0.6073914771471208] Predicted: 3.778410040658179 Movie Vector: [1.6160245880783661, 0.10513790875550102] User Vector: [2.2821945222873015, -0.16250343467766384] Predicted: 3.6709971915064443 Movie Vector: [2.349005044645103, -0.22762111518047606] User Vector: [1.8055924189259818, -0.8816785330639354] Predicted: 4.442034351556785 Movie Vector: [1.0307912969736115, -0.668015637448479] User Vector: [2.260946184684629, -0.7937286080116673] Predicted: 2.860786772140615 Movie Vector: [0.8776068003968336, -0.5362721395087532] User Vector: [1.8142218455246804, -0.1534338946339877] Predicted: 1.6744557520094825 Movie Vector: [1.8112746498542944, 0.23832043689622467] User Vector: [1.1613709949910935, -0.6093789426011453] Predicted: 1.9583343864673621 Movie Vector: [1.649812766409617, 0.102732024867555] User Vector: [1.937166728813599, -1.1010962746813593] Predicted: 3.0828445499884944 Movie Vector: [1.324807936576955, 0.4238046769582821] User Vector: [1.9815220289425868, -0.12563658132494887] Predicted: 2.571890739682647 Movie Vector: [1.163258122664707, -0.900531828144] User Vector: [1.6677914321544338, 0.07454189172756134] Predicted: 1.8729445843335168 Movie Vector: [2.18337354281378, -0.05557652444897784] User Vector: [1.6003066052782684, -0.6178165563321019] Predicted: 3.528403199302681 Movie Vector: [1.298387229157317, -1.2529781439578787] User Vector: [1.5861396801898813, -0.9181015511131451] Predicted: 3.209784681896811 Movie Vector: [1.9374282217216783, -0.6454410980621671] User Vector: [1.8994642604367071, -0.8722862235478758] Predicted: 4.243085042273014 Movie Vector: [1.7402548730016585, -0.08499486946513485] User Vector: [1.8992062265580616, -0.4264021650678255] Predicted: 3.341344886962349 Movie Vector: [2.0595884297603, 0.5138118695444116] User Vector: [2.2494356344635196, -0.22516026749969406] Predicted: 4.517221588240447 Movie Vector: [1.5485063835935713, 0.3945386612920163] User Vector: [1.9527682490171288, 0.9936135060694736] Predicted: 3.4158930418081814 Movie Vector: [1.9611028706112734, -0.48727376665941535] User Vector: [1.873526826014417, -0.11060559304379386] Predicted: 3.7280740406001485 Movie Vector: [1.8557368752736796, 0.005756707389010855] User Vector: [2.0343367812130064, -0.27258870317596373] Predicted: 3.773624568220806 Movie Vector: [2.0619306612116493, -0.16258685288652633] User Vector: [2.2761681979060193, 0.8164729912246426] Predicted: 4.560553223227223 Movie Vector: [1.1710137268425278, -0.7692934093363111] User Vector: [1.9810183283671263, -0.3671642697201814] Predicted: 2.6022567084840587 Movie Vector: [0.5862478273660635, -0.5966137113251724] User Vector: [1.2907862423713345, -0.6268872109170175] Predicted: 1.130730135671688 Movie Vector: [2.2076381648180865, -0.034580235570796404] User Vector: [1.9724645360392448, -0.6264749493801127] Predicted: 4.376151639839204 Movie Vector: [1.787238111605674, -0.3199224423609375] User Vector: [1.871130745154303, -0.6363806040744145] Predicted: 3.5477486166635095 Movie Vector: [2.073381097274212, -0.21420161038514712] User Vector: [1.9608385573778633, -0.2492512624045925] Predicted: 4.118955621471292 Movie Vector: [1.4058406609681968, -0.41463667859404074] User Vector: [1.7679157278242494, -0.5326923372684754] Predicted: 2.7062815967780107 Movie Vector: [2.069642455507226, -0.5747612394568861] User Vector: [0.14033013163236713, -1.4931595005564777] Predicted: 1.1486434034599307 Movie Vector: [-0.24855643019661866, 1.2813278341701186] User Vector: [1.8030228986087748, -0.026537177801921115] Predicted: -0.4821557597988799 Movie Vector: [2.1568851272936254, 0.016710144969827992] User Vector: [1.6545360662885336, -0.31688662454914523] Predicted: 3.563349012513422 Movie Vector: [1.847313287253227, -0.06454784928030755] User Vector: [1.716226111553346, -0.2618824891118947] Predicted: 3.187311251239781 Movie Vector: [2.2110875390752, 0.09978198493124882] User Vector: [1.9265181052837972, -0.34528548905974027] Predicted: 4.225246904929431 Movie Vector: [1.1121795389446325, -0.6928111502065819] User Vector: [1.9506923188273155, -0.41702126777924753] Predicted: 2.458437067966947 Movie Vector: [1.8899668129493665, 0.7671651806478634] User Vector: [1.9386211394125012, -0.3222200637288975] Predicted: 3.416733602972769 Movie Vector: [2.2922977008928185, 0.18207647764784693] User Vector: [1.6180230820986032, -0.37693948199750005] Predicted: 3.6403587779176316 Movie Vector: [1.5243995933650296, -0.7436258266235117] User Vector: [1.9050396377381158, -0.15112496690939295] Predicted: 3.016422077553695 Movie Vector: [1.8282713969018551, -0.06563681927468284] User Vector: [2.2047820051305314, 0.7315615867293506] Predicted: 3.982922500727615 Movie Vector: [1.5453481367735946, 0.10457805603378073] User Vector: [2.0563690553720093, -0.0105679562376787] Predicted: 3.176700911918425 Movie Vector: [1.0766463585214288, -0.22462890828659793] User Vector: [2.094124554468177, -0.9595999441467004] Predicted: 2.470185463704026 Movie Vector: [2.1578587118177035, -0.6200558884792121] User Vector: [0.8375979555378918, 0.2801252556646404] Predicted: 1.6337247310715324 Movie Vector: [1.6768549001944821, -0.6040399843455438] User Vector: [1.9040506626166536, -0.19981707441611088] Predicted: 3.313514186329566 Movie Vector: [2.266911161943219, 0.08343052842823528] User Vector: [1.949198941254693, -0.3320676596751408] Predicted: 4.390956256457544 Movie Vector: [2.0307817009095377, 0.30122997252338357] User Vector: [1.7879576992345094, -0.14795190424293653] Predicted: 3.5863842295558785 Movie Vector: [2.102571696949243, -0.10474348800456611] User Vector: [1.8071318099451008, -0.590376273366102] Predicted: 3.86146226635473 Movie Vector: [1.8764255086433297, -0.5783758722861425] User Vector: [1.7372406901181063, 0.7924342449704895] Predicted: 2.801477897926539 Movie Vector: [0.7628531628503306, 0.5015705495015254] User Vector: [1.1867364018772295, 0.38837792067735977] Predicted: 1.1001045447300686 Movie Vector: [2.0099540215369944, -0.3970826501996371] User Vector: [0.6283931952391432, 0.7505068381342752] Predicted: 0.9650281855980894 Movie Vector: [1.4712040357736083, 1.5105552677318228] User Vector: [1.4196272061259323, -0.6208677837639263] Predicted: 1.1507061736169026 Movie Vector: [2.246418866015329, 0.18124550554535004] User Vector: [1.9484238437294432, -0.3306336027401311] Predicted: 4.317050227069009
avg loss: 9.462435134793395: 73%|█████████████████████████████████▍ | 50881/70000 [01:22<00:31, 603.61it/s]
Movie Vector: [1.238946124723964, -0.22689111850280774] User Vector: [1.9732503837767847, 0.10068557872968968] Predicted: 2.4219062525152406 Movie Vector: [2.52061541365444, -0.10862437745218986] User Vector: [1.9801696471786392, -0.11375772816221988] Predicted: 5.003602996731148 Movie Vector: [1.554194934726489, 0.08386841677638934] User Vector: [1.5870756211935864, 0.3374996805874796] Predicted: 2.4949304553603766 Movie Vector: [0.7569201271000867, -0.6098402993981119] User Vector: [1.7633577787299217, -0.29056693252747534] Predicted: 1.5119204191269255 Movie Vector: [1.634718454100223, -0.5712889928498653] User Vector: [2.1841793275131782, -0.5782490229023713] Predicted: 3.900865555660322 Movie Vector: [1.8624415645643801, 0.1706495012965656] User Vector: [1.7704445284871422, -0.3762483412439249] Predicted: 3.2331428858131033 Movie Vector: [1.4775232913507415, -1.019396741173259] User Vector: [2.1718656661271862, -0.44710236004626647] Predicted: 3.664756796189948 Movie Vector: [2.0928459912207282, -0.006807289085391195] User Vector: [2.194155500012524, -0.4624809223721667] Predicted: 4.59517778365119 Movie Vector: [1.3897226572658816, -0.5974584425740199] User Vector: [2.3429043345519114, -0.12619710940032858] Predicted: 3.3313847659728983 Movie Vector: [-0.3653401343395652, -0.9150164575383378] User Vector: [1.786497185159835, -0.5381727263104014] Predicted: -0.16024222005125638 Movie Vector: [2.0684119898894155, 0.10855947328338696] User Vector: [1.7437880505245889, -0.5725984650606665] Predicted: 3.5447111237610875 Movie Vector: [2.0917753919731057, -0.33160888798940674] User Vector: [2.390498224049029, -0.2890636688319532] Predicted: 5.0962414414006725 Movie Vector: [1.8228463647099458, -0.190278346902361] User Vector: [0.47448384069598204, 0.6380433236080235] Predicted: 0.7435053152580611 Movie Vector: [0.591086523607742, 0.18890711351817221] User Vector: [1.9131800315083036, -0.32065214647053747] Predicted: 1.0702814624268382 Movie Vector: [0.7599692926128796, 0.5056490704360607] User Vector: [1.3061082321983892, -0.2878278352049698] Predicted: 0.8470622719826518 Movie Vector: [1.2326136347891061, 0.8517586251503999] User Vector: [1.3971153788334745, 0.3053381167763944] Predicted: 1.982177839875162 Movie Vector: [1.8370907254517932, -0.5415272329238762] User Vector: [2.0308040095890405, 0.10878644562329828] Predicted: 3.6718603883483323 Movie Vector: [2.064060438467605, 0.2984761866845883] User Vector: [1.7572989384566382, -0.12249031625375612] Predicted: 3.5906107749282548 Movie Vector: [2.4626009999422966, -0.4585750605196438] User Vector: [1.5966079883473383, -0.6004682965380422] Predicted: 4.207168214045074 Movie Vector: [0.7967260925836829, -1.116412861444608] User Vector: [1.957605417352101, -0.3660150448674231] Predicted: 1.9682992185598054 Movie Vector: [2.2004282982182515, -0.018335480943548088] User Vector: [1.7426330721339747, -0.10608181053267077] Predicted: 3.8364841863500843 Movie Vector: [2.380095525141183, -0.9888227763997864] User Vector: [0.8678718390099383, -0.2978749143956159] Predicted: 2.3601633802961244 Movie Vector: [1.9560716880904587, -0.8476615571308899] User Vector: [0.8740418284107357, 0.17760113434192693] Predicted: 1.559142820676569 Movie Vector: [2.2208611266357425, -0.3373301082336879] User Vector: [2.053240976851396, -0.2725300602055271] Predicted: 4.651895663810928 Movie Vector: [1.6777390435180795, -0.3324948203223226] User Vector: [1.755456558115698, 0.08770679228961908] Predicted: 2.916035952607187 Movie Vector: [2.0638227745260176, -0.9399827054087714] User Vector: [1.8524968593992612, -0.6460332326455581] Predicted: 4.430485273972263 Movie Vector: [2.1288609313380125, -0.4310040870713085] User Vector: [1.4365641997419685, -0.7072789613421893] Predicted: 3.363085523227567 Movie Vector: [2.130941123053855, 0.20084125331579908] User Vector: [1.9351069936060896, 0.04605738135257363] Predicted: 4.132849292379625 Movie Vector: [1.6435661122586387, -0.8063807390093494] User Vector: [2.08125387418555, -0.6164467135310667] Predicted: 3.9177690950354407 Movie Vector: [1.7973871896932185, -0.48210999847835273] User Vector: [1.7455844072568063, -0.45940413727620005] Predicted: 3.3589743800547915 Movie Vector: [1.1273789074767617, 2.065904142728777] User Vector: [2.161187598990181, 0.39566215319160797] Predicted: 3.253877395601407 Movie Vector: [1.8000737222927246, -0.9831021883205685] User Vector: [1.1557072631474796, -0.5211796733754303] Predicted: 2.5927311524582053 Movie Vector: [0.35107697797483345, -1.9836939540272136] User Vector: [1.583695520069822, 0.021811407407259956] Predicted: 0.5127318802157893 Movie Vector: [1.2153799422396645, -1.6732660581944885] User Vector: [1.4719294410452444, -0.6259869880691767] Predicted: 2.8363962990459823 Movie Vector: [1.1466977880218037, -0.7087058132794579] User Vector: [1.8874255800722493, 0.36971127806588394] Predicted: 1.9022902057243476 Movie Vector: [1.682516290197367, -0.886801829860821] User Vector: [2.2645918051221776, -0.2000126557249594] Predicted: 3.9875841918577413 Movie Vector: [1.7791475424546104, -0.009631919758268173] User Vector: [2.186567854574802, -0.12316634780582855] Predicted: 3.8914131532559937 Movie Vector: [0.7123286606881973, -0.604291949689993] User Vector: [1.79929097202145, -0.2486831982236245] Predicted: 1.4319637829981013 Movie Vector: [2.091037880124674, -0.2488539962255542] User Vector: [1.7368276218707537, -0.7546534012219153] Predicted: 3.81957086323788 Movie Vector: [1.7593811954952092, -1.3203054854014769] User Vector: [1.6077203077319937, -0.32682972811271066] Predicted: 3.2601079598589258 Movie Vector: [1.4202627476613647, -0.9944020079278577] User Vector: [2.141226372713449, -1.3841179081617907] Predicted: 4.417473678559971 Movie Vector: [2.0057444058843097, 0.43030331812159106] User Vector: [2.1485654102312512, -0.7411570795073239] Predicted: 3.9905507016865496 Movie Vector: [2.114344293047748, 0.18307723603566675] User Vector: [1.6905262071430778, -0.06336516788827262] Predicted: 3.5627537185227003 Movie Vector: [2.113837714489906, -0.1084240105955197] User Vector: [1.317196770123088, -0.02093121382811624] Predicted: 2.7866096562403513 Movie Vector: [1.3832588825257999, -1.435856230615663] User Vector: [1.7752598887406335, 0.11658330906799819] Predicted: 2.2882471391811676 Movie Vector: [2.087648361600774, -0.7663500980788045] User Vector: [1.9566845823275185, 1.026365902330264] Predicted: 3.2983137525500004 Movie Vector: [1.5644910352731034, -0.2854195636724479] User Vector: [1.4951607760483914, -0.12730538187740548] Predicted: 2.3755010769682876 Movie Vector: [2.0650090525548594, -0.006602088637304356] User Vector: [1.599331474936455, 0.013064260471826896] Predicted: 3.3025477223740793 Movie Vector: [1.8913294245601857, -0.5225862310839289] User Vector: [1.847707003071663, -0.7668788616020547] Predicted: 3.8953829568579055 Movie Vector: [1.5697170628357595, -0.36128489412946824] User Vector: [1.8310858841383455, -0.6161598070428481] Predicted: 3.0968959865039722 Movie Vector: [1.8227187222708812, -0.6034120394756735] User Vector: [1.761631272024791, -0.5685111834888598] Predicted: 3.554004793951196 Movie Vector: [1.9320265937179093, -0.7591234859517257] User Vector: [1.394877449515986, -0.9059956529206001] Predicted: 3.382702905744491 Movie Vector: [1.9281765633710504, 0.12903329392070123] User Vector: [1.4628331740520704, -0.5755573208814523] Predicted: 2.746334585375379 Movie Vector: [1.9221379324986705, -0.16245216809384938] User Vector: [1.7780907675439668, -0.07846250572010209] Predicted: 3.430482115890241 Movie Vector: [1.8662776270450228, -0.30434126210800805] User Vector: [2.1915413805629953, -0.6929865979873499] Predicted: 4.300929063143484 Movie Vector: [2.2456725131355353, 0.192938420419684] User Vector: [1.8209692853298973, -0.3828250028529374] Predicted: 4.0154390199818035 Movie Vector: [1.57669805262314, -1.0264105670668164] User Vector: [1.8092745619176844, -0.09464088093613601] Predicted: 2.94982007870556 Movie Vector: [1.2924533567711187, -1.7060440931174743] User Vector: [0.31905362350474276, -0.9187305023059147] Predicted: 1.9797566733145493 Movie Vector: [2.2655282706593707, 0.538281669277974] User Vector: [1.7345377483888293, -0.27606858174094956] Predicted: 3.781041648486022 Movie Vector: [1.9876674154276002, 0.004286934570620774] User Vector: [1.9990805181375326, -0.3697261207640055] Predicted: 3.9719222150293327 Movie Vector: [2.1826091807495205, 0.0710611453294451] User Vector: [1.6614287827896284, -1.444403170834262] Predicted: 3.523608770841179 Movie Vector: [1.813029827661292, 0.44825361462114655] User Vector: [2.0668081248060033, -0.1319257150609013] Predicted: 3.6880485996884578 Movie Vector: [2.1062465130730246, 0.334140236551399] User Vector: [1.3863265784474097, -0.21635819683208385] Predicted: 2.8476515427660067 Movie Vector: [1.1952830797196157, -0.34768118070293563] User Vector: [2.209688571607153, -0.529994918731356] Predicted: 2.825472620202911 Movie Vector: [1.492576719935317, -0.6657305979259857] User Vector: [1.6098717425900648, -1.087192129844389] Predicted: 3.126634151733363 Movie Vector: [2.0447950030606297, 0.057420820676676476] User Vector: [2.0518615352307203, -0.5917849363844674] Predicted: 4.161655437500799 Movie Vector: [2.0657001058427764, -0.250992533258403] User Vector: [1.5716111462375324, -0.5682779148748959] Predicted: 3.3891108245758113 Movie Vector: [2.0821438398924452, -0.08764600352404846] User Vector: [1.9228893009736265, -0.3173690683077112] Predicted: 4.031548243296648 Movie Vector: [2.441421951758998, 0.4603571355104822] User Vector: [0.9060979903767843, -0.5053602561658873] Predicted: 1.979521324221223 Movie Vector: [2.011859932463352, 0.6787198225946623] User Vector: [2.2634219086138256, -0.18641442334591304] Predicted: 4.427164683857458 Movie Vector: [2.1193726312887806, 0.20056591224232942] User Vector: [1.8901208128930806, -0.8156130788594632] Predicted: 3.842286139476674 Movie Vector: [-0.13768691854137866, 0.40883365080495804] User Vector: [1.8784301919508797, -0.2396211571176438] Predicted: -0.3566004572993218 Movie Vector: [1.5027964968879661, -0.8415363460209596] User Vector: [1.639764745904948, -0.728597277870725] Predicted: 3.0773738068064893 Movie Vector: [1.5566502358706593, 0.2076629785295479] User Vector: [1.9796498219956944, 0.18015239417335993] Predicted: 3.1190333451141754 Movie Vector: [1.7031028396557524, -0.17396549387331356] User Vector: [2.148307878050304, 0.3720602668422917] Predicted: 3.5940635994904406 Movie Vector: [1.4371882156864582, 0.32837393818448446] User Vector: [1.7165496894105716, -0.4516162060742108] Predicted: 2.318705993124599 Movie Vector: [2.015828840548395, -0.49649637443015265] User Vector: [1.8691377052323517, -0.02368462486036569] Predicted: 3.7796210235367287 Movie Vector: [-0.029838850944945483, 0.6439492592726217] User Vector: [1.9440689427566085, 0.3347033790035211] Predicted: 0.15752320957574878 Movie Vector: [1.790031561147838, -0.2036250787625578] User Vector: [2.450837807988387, -0.6437754006609826] Predicted: 4.518165844218587 Movie Vector: [1.9906788481789004, -0.1535803872849381] User Vector: [1.5921278823141451, -0.6641224899707733] Predicted: 3.271411488132983 Movie Vector: [2.454992720648405, 0.0030121243341830195] User Vector: [1.9883046067643884, -0.2229541458598009] Predicted: 4.880601770430111 Movie Vector: [2.1285784859551127, -0.260566413975996] User Vector: [1.8754466025886767, 0.18522775315260678] Predicted: 3.9437711584200597 Movie Vector: [1.6016569500398778, -0.7885296361822207] User Vector: [1.8140711508622, -0.8528884359488802] Predicted: 3.578047474748076 Movie Vector: [1.5497952776370523, -1.055933839783279] User Vector: [1.095135648896109, -2.012659695634822] Predicted: 3.8224715376199017 Movie Vector: [2.297807525940863, 0.21736315242303575] User Vector: [2.0264049306335283, -0.12412155281782497] Predicted: 4.62930904820927 Movie Vector: [1.5513120813752905, -1.1378174447036298] User Vector: [1.5519678991520827, -0.38218622417963555] Predicted: 2.8424447048582557 Movie Vector: [1.2803450762420059, -1.4426146957629036] User Vector: [1.6858537853547308, -1.3530245132184233] Predicted: 4.1103676398392235 Movie Vector: [1.5517717305251009, 0.043783002651693236] User Vector: [2.142836701103351, 1.0394746491996003] Predicted: 3.370704737226119 Movie Vector: [1.7297635024406728, 0.05728758464854315] User Vector: [1.1233854931629201, 2.17942280638224] Predicted: 2.0680450937501234 Movie Vector: [1.5340869428470878, 0.45788445992565147] User Vector: [2.17941869268954, 0.36888241515448067] Predicted: 3.5123232848909725 Movie Vector: [2.2162983319657257, -1.3983196234595339] User Vector: [1.8194090911037675, -0.38295904795870267] Predicted: 4.567852485518592 Movie Vector: [1.9422840161348154, -0.18626884183605694] User Vector: [1.9594808228585567, -0.8327240546499887] Predicted: 3.960978827389549 Movie Vector: [1.5673094224941946, -0.25814830131591193] User Vector: [1.4436695669451414, -0.15145174722948596] Predicted: 2.3017739265198522 Movie Vector: [2.6384396619536394, -0.23866772589583324] User Vector: [2.009578624698163, -0.036734295350148674] Predicted: 5.310919237951486 Movie Vector: [2.1674551605488617, -0.3171469097866034] User Vector: [2.234498791593806, 0.7434613498155225] Predicted: 4.60738946744042 Movie Vector: [1.8468600842037026, -0.777053784153813] User Vector: [1.5044916766068706, -0.04674099574020994] Predicted: 2.814905892156982 Movie Vector: [1.3930214662584453, -1.3296984090843949] User Vector: [0.8584837547766735, -0.5665597757724772] Predicted: 1.9492399313339317 Movie Vector: [1.9572707444836839, 0.1551272823070485] User Vector: [1.976993252611877, -0.15509861476721315] Predicted: 3.8454510287804426 Movie Vector: [2.0109395383223294, 0.04805033859356295] User Vector: [1.861248614848672, -0.3233137149403366] Predicted: 3.7273230967720377 Movie Vector: [2.201802640162371, -0.26351785068223066] User Vector: [1.8839991767661035, 0.2777084748827286] Predicted: 4.0750132210500025 Movie Vector: [2.0580455090655856, 0.2320490789086119] User Vector: [1.4007663317543615, -0.21406743810285553] Predicted: 2.833166706481244 Movie Vector: [1.4224898494820775, -0.6271546653412772] User Vector: [1.9517433762760226, -0.13100702900663982] Predicted: 2.8584968109805353 Movie Vector: [1.710339739717549, -0.6502379043940327] User Vector: [1.2536111843744997, 0.37350089093869276] Predicted: 1.9012365901768105 Movie Vector: [2.302765372048862, -0.012915528225034854] User Vector: [2.015642399653184, 0.32137106141713456] Predicted: 4.637400843340382 Movie Vector: [1.106960829463565, -1.8608724066912454] User Vector: [1.9497397422140745, -0.24810464054883424] Predicted: 2.6199766018487454 Movie Vector: [1.9487159619303955, 0.18251094621183295] User Vector: [1.757571553306079, -0.08374883723009652] Predicted: 3.409722660635349 Movie Vector: [2.2802229850151305, -0.25195840063713054] User Vector: [2.316943093140948, 0.813257819144545] Predicted: 5.0782397565347415
avg loss: 9.444580752185862: 73%|█████████████████████████████████▌ | 51011/70000 [01:22<00:31, 608.38it/s]
Movie Vector: [2.0084721842749045, 0.38354926164479886] User Vector: [1.9939438234815208, -0.6215385224790655] Predicted: 3.7663900650887396 Movie Vector: [1.9075214248417471, 0.17682844849031476] User Vector: [1.877675603103125, -0.4391411511383288] Predicted: 3.5040537933978184 Movie Vector: [2.1606286766051674, -0.3293353558309128] User Vector: [1.7953241231098858, -0.11699163418914332] Predicted: 3.9175582656671666 Movie Vector: [1.7646780313046593, -0.35069082520814504] User Vector: [1.5233818787342495, -0.5280943686323321] Predicted: 2.8734763846133955 Movie Vector: [1.5279380524877062, 0.2989943598915187] User Vector: [0.42010163675739204, -2.2185083658879994] Predicted: -0.021432212058674183 Movie Vector: [-0.892069322223793, -0.5216977653256997] User Vector: [1.8566109412118936, -0.7693390757847793] Predicted: -1.2548631873455138 Movie Vector: [2.1700345154413023, -0.45127551650310194] User Vector: [1.9777965033699265, -0.4339053054825456] Predicted: 4.487697517676932 Movie Vector: [1.4326764820487714, -0.8881843985043711] User Vector: [1.8910204146355674, -0.22307350755076558] Predicted: 2.9073508842487303 Movie Vector: [0.3425594414777313, -0.3135784014436686] User Vector: [2.0182017279624214, -0.9903754351808833] Predicted: 1.0019144025132984 Movie Vector: [1.772331122040877, -1.642423272223043] User Vector: [1.6937566857213888, -0.4810541082493748] Predicted: 3.7919921498561022 Movie Vector: [1.2443683803032153, 0.09457691014039832] User Vector: [1.9025895818217442, 0.14710974502852206] Predicted: 2.3814355014496353 Movie Vector: [2.0256501888268423, -0.46288352849986514] User Vector: [1.9652083793572555, 0.07999251942745438] Predicted: 3.943797505082943 Movie Vector: [0.34393577161314615, -1.430566516968708] User Vector: [1.8152847522384514, -0.3413755272806494] Predicted: 1.1127017609989454 Movie Vector: [1.188409862542914, -0.13391102426734772] User Vector: [2.051127460825148, -0.5749081588255793] Predicted: 2.514566644185199 Movie Vector: [2.6667581455042364, -0.12131982688392015] User Vector: [1.993732178372552, 0.5070160463408439] Predicted: 5.255290427659467 Movie Vector: [1.6110565962889314, -0.6722541377867087] User Vector: [2.049220230691872, 0.15825425329595263] Predicted: 3.1950226933043155 Movie Vector: [2.1189297816711106, -0.06051107463316442] User Vector: [1.6744665536773284, -0.3592120857718505] Predicted: 3.5698133583303533 Movie Vector: [0.03302201311546017, 1.5882297191257984] User Vector: [1.8286423505656508, -0.23036455609315873] Predicted: -0.3054863825365119 Movie Vector: [2.1437109470049163, -0.6718394379224593] User Vector: [1.8861470628862997, -0.949456221142498] Predicted: 4.681236240314889 Movie Vector: [2.320332795847303, 0.07432956055312843] User Vector: [1.9752619276185484, 0.1251588269889028] Predicted: 4.592568031651309 Movie Vector: [2.2676613275872914, 0.0709921301642614] User Vector: [2.265531846097667, -0.20050812198704843] Predicted: 5.123224455118026 Movie Vector: [1.5376407299002035, -0.5069181357146241] User Vector: [1.3576769742802213, -0.34419349012658784] Predicted: 2.2620973360410193 Movie Vector: [2.327501565024665, 0.4363531361687277] User Vector: [1.7075419956267825, -0.303962352317221] Predicted: 3.841671741455833 Movie Vector: [1.3643571928919935, -0.3119998789632078] User Vector: [1.8819473694553754, 0.11528175060067176] Predicted: 2.531680537926531 Movie Vector: [2.3337745492538007, -0.9202879035201076] User Vector: [1.7552328029535684, -0.6062836824414491] Predicted: 4.654273182600941 Movie Vector: [2.267756380204396, 0.09639586197849835] User Vector: [0.9998670858274992, -0.5920179935182408] Predicted: 2.210386878449716 Movie Vector: [1.4851107389149525, -0.8584423489302885] User Vector: [1.8489792618960372, -0.3623791196209868] Predicted: 3.0570205405235775 Movie Vector: [1.817425937791886, 0.6738708778958313] User Vector: [1.8442964416188081, -0.6572772963115215] Predicted: 2.908952161288857 Movie Vector: [1.6568462699670232, -0.89557356288377] User Vector: [1.4281620295001412, -0.30080570206879526] Predicted: 2.6356385658233474 Movie Vector: [1.8710265266136348, -0.12548998532631464] User Vector: [1.7378061340632178, 0.8371614939571871] Predicted: 3.1464259913517276 Movie Vector: [1.3547845310587747, -0.5955765515935911] User Vector: [1.175764607841696, 0.5163723571034399] Predicted: 1.2853684350883952 Movie Vector: [2.004305124820896, -0.49566087400763525] User Vector: [1.8517427132832167, -0.6545163443963957] Predicted: 4.035875553399102 Movie Vector: [2.2077274820050854, -0.43468381886385593] User Vector: [1.9196509959256336, -0.5216789972213605] Predicted: 4.464831678296701 Movie Vector: [2.483031367239546, 0.4371502140853297] User Vector: [1.3943509690777545, -0.6654370949227901] Predicted: 3.1713212246551046 Movie Vector: [0.7149867735880965, -0.4012284454621209] User Vector: [1.9892107453723047, -0.6000667241298432] Predicted: 1.663023211716681 Movie Vector: [2.0412273428348637, -0.5160884852512528] User Vector: [1.448740968992321, -1.09540364895019] Predicted: 3.5225348885175993 Movie Vector: [1.5897501100163265, -0.18376600844130994] User Vector: [2.130566125084172, -0.5838593744226913] Predicted: 3.494361238478319 Movie Vector: [2.115512894298451, 0.44924755234501873] User Vector: [1.756417654436043, 0.15145723546937453] Predicted: 3.78376598805245 Movie Vector: [1.376257320036487, 0.2243516734369121] User Vector: [1.4925986368286617, -1.106492290026727] Predicted: 1.8059564028993902 Movie Vector: [2.0107022144664093, 0.09656326009116253] User Vector: [1.7506971723906009, -0.9510647858946952] Predicted: 3.428292765101967 Movie Vector: [1.9738015904953436, 0.3126461768936798] User Vector: [1.3888565557130925, -0.18127632872010183] Predicted: 2.6846519275007252 Movie Vector: [1.5441031580339821, 0.018362487892358458] User Vector: [1.8950660199825795, -0.7354622909095684] Predicted: 2.9126725087258776 Movie Vector: [2.1277235776377963, -0.2136821051833362] User Vector: [1.6152526461351648, 0.4222237417931333] Predicted: 3.3465894810188885 Movie Vector: [1.102688456920066, 2.061383907264212] User Vector: [1.8792442137410257, -0.5654891223360814] Predicted: 0.9065307257094926 Movie Vector: [2.0066580154821354, 0.4299881644762285] User Vector: [1.5955811045236812, -0.30446258763197576] Predicted: 3.0708703035367275 Movie Vector: [1.3214588246894308, -1.7895667556012396] User Vector: [1.748981868452861, -0.8819337300421044] Predicted: 3.889486808215591 Movie Vector: [1.1838604990713624, 0.007729324144338662] User Vector: [2.226769821238211, 0.30552604160346647] Predicted: 2.638546341698207 Movie Vector: [1.8900485763386528, -0.8390495861422453] User Vector: [1.9188567006097026, -0.19618825974598017] Predicted: 3.791344053331085 Movie Vector: [1.799859284643253, -0.42013686117596105] User Vector: [2.061725239917471, -0.29021000096017396] Predicted: 3.8327432343340786 Movie Vector: [1.626835670584769, -0.2346111704135478] User Vector: [2.2785811735091586, -0.2484917112049891] Predicted: 3.76517606259147 Movie Vector: [1.3626183090159059, -0.4133096204389976] User Vector: [2.04900256684591, -1.0185704771232207] Predicted: 3.212993390094992 Movie Vector: [1.461699730260872, -1.2943918290297627] User Vector: [0.15669471480493952, -1.3538222980894128] Predicted: 1.9814171429689158 Movie Vector: [2.376202015589207, 0.011847146034782347] User Vector: [1.8851941343257161, -0.5834759337508986] Predicted: 4.472689577166789 Movie Vector: [1.9725675407514487, -1.0754417170205886] User Vector: [1.9880913386242918, -0.2626343786381586] Predicted: 4.204092409730631 Movie Vector: [1.9812638346080973, -0.09384227469896247] User Vector: [1.9827148013692135, -0.8169770846106504] Predicted: 4.00494811829179 Movie Vector: [2.1672891101531113, -0.3297693805260371] User Vector: [1.7395104940336408, -0.5462914929575036] Predicted: 3.950172357935408 Movie Vector: [2.068698609860199, -0.7629094979107243] User Vector: [1.801187450305318, -0.8994226906367093] Predicted: 4.412292087867412 Movie Vector: [2.0167007613182446, -0.05830290275294987] User Vector: [1.3743430159602164, -0.45694662669152825] Predicted: 2.7982799213386653 Movie Vector: [1.7523223353191206, -0.4198212947663338] User Vector: [1.6792162305869451, -1.1001365119434885] Predicted: 3.4043888415517203 Movie Vector: [1.861386316357322, 0.025712533003660686] User Vector: [1.8372939542993343, 0.07148823288680119] Predicted: 3.421751969206291 Movie Vector: [1.8529595365408997, -0.366374241660531] User Vector: [2.228804148660457, 0.5369496082289177] Predicted: 3.9331593968175262 Movie Vector: [2.2751228261193535, 1.0710711648119964] User Vector: [1.589181543704358, -0.30583389025998914] Predicted: 3.2880133438496246 Movie Vector: [1.9397059411251463, 0.4049846043362039] User Vector: [1.955076577312167, -0.12191310412922123] Predicted: 3.742900722127856 Movie Vector: [1.4979827252350282, 0.10027919402482229] User Vector: [2.2952449986678034, -0.9212871582520952] Predicted: 3.345851424491526 Movie Vector: [1.8419919161000113, -0.23355007401728534] User Vector: [1.300934950892672, 0.2633661869540172] Predicted: 2.3348024704595063 Movie Vector: [1.6879725447122624, 1.5446149185199947] User Vector: [2.033889811845438, -0.5339647925156205] Predicted: 2.6083801768810275 Movie Vector: [1.957616959538571, -0.7893992614487014] User Vector: [1.9510795205926823, -0.3984539379761076] Predicted: 4.134005603280285 Movie Vector: [1.461970496008747, -0.0773320007440665] User Vector: [1.941594960192254, 0.38809414940245235] Predicted: 2.8085424499499947 Movie Vector: [-0.09232348824988534, -0.11450375573044828] User Vector: [1.5910793852221503, -0.5222238425029905] Predicted: -0.08709740762761346 Movie Vector: [-0.2128199043591147, 0.8954856971836579] User Vector: [1.7341751523945244, 0.08112035231452643] Predicted: -0.2964248748263981 Movie Vector: [2.4311867250169352, -0.10348683559236796] User Vector: [1.2927893207048529, 1.2664747279553072] Predicted: 3.0119487727874996 Movie Vector: [2.1588724728810194, 0.09633388610160852] User Vector: [2.127419917108969, 0.3638076016204082] Predicted: 4.627875297362773 Movie Vector: [1.914555896896798, -1.077157857702649] User Vector: [1.6532367829657573, -0.33053150654099867] Predicted: 3.521248841282713 Movie Vector: [1.7650318918673653, -0.3334455602151023] User Vector: [1.737793942208089, -0.19964850174787035] Predicted: 3.1338336360026147 Movie Vector: [1.0946817981480275, -0.3308490650549435] User Vector: [2.407241828776553, -0.35794476319484453] Predicted: 2.7535895039465905 Movie Vector: [1.916650310969683, -0.6358993100535284] User Vector: [1.6870886306652224, -0.46256749247111867] Predicted: 3.5277052979134904 Movie Vector: [1.9996847330565788, -0.8366872594404867] User Vector: [1.7050407799454088, -0.024939434089538783] Predicted: 3.430410523656089 Movie Vector: [1.739630131581385, -0.7920649642606534] User Vector: [1.9308213297935808, -0.5287213520965828] Predicted: 3.7776966228611757 Movie Vector: [1.816477877850066, -0.08416008918529978] User Vector: [1.8305822910457288, -0.13706100391352538] Predicted: 3.3367473015818465 Movie Vector: [1.4648629855518622, -0.3631749879862161] User Vector: [1.634741407658829, -2.221854711579672] Predicted: 3.2015942372134307 Movie Vector: [1.4664543782488522, -0.2377806971940555] User Vector: [1.2531391692195317, -0.9148652218731176] Predicted: 2.055208711552696 Movie Vector: [1.5229917814747087, -0.7435141462568019] User Vector: [1.5680291224690799, -0.24423097571119537] Predicted: 2.5696846520287835 Movie Vector: [2.0576445584524667, -1.418537894646164] User Vector: [1.6396251628270475, -0.5835732085308146] Predicted: 4.201586504794022 Movie Vector: [1.1621235702621637, -2.00536431313767] User Vector: [1.7103463311111369, -0.4964277702740387] Predicted: 2.98315231925373 Movie Vector: [1.1695052947955167, -0.8983044561290968] User Vector: [2.1067002428592785, 0.24865769242673116] Predicted: 2.240426775413216 Movie Vector: [2.021167352502742, -0.929159688324738] User Vector: [1.9563485874559932, -0.13733211670745665] Predicted: 4.081711361837786 Movie Vector: [2.211011840185128, -1.2382558410560942] User Vector: [1.8736508302688113, -1.2444422000720106] Predicted: 5.683601993192902 Movie Vector: [2.051002469159627, 0.3202282706577203] User Vector: [1.8837863105740833, -0.1431470905203465] Predicted: 3.8178106291095344 Movie Vector: [1.2207269779471597, 1.3328374744513416] User Vector: [1.8327771980748646, -0.07855660645786502] Predicted: 2.1326173813036235 Movie Vector: [1.570604809521787, -0.6829827554503958] User Vector: [1.81136492246139, -0.2308271993471813] Predicted: 3.0025894556599533 Movie Vector: [2.0987635242928566, 0.08605472482934723] User Vector: [1.8965648047693227, -0.29575177560419885] Predicted: 3.954990196040047 Movie Vector: [1.388753703621265, 0.47707352562525374] User Vector: [2.274267730162282, -0.6842350164576773] Predicted: 2.831967321631479 Movie Vector: [2.12215982220134, 0.8702861542985398] User Vector: [1.8887069659577018, -0.8061113951581126] Predicted: 3.3065904530388437 Movie Vector: [1.7328842412659768, -0.18861386968387822] User Vector: [2.0436242932260322, 0.27143170461950417] Predicted: 3.490168548636535 Movie Vector: [1.9235370737518436, 0.15766570902328905] User Vector: [0.709842423501722, -0.5495486858940359] Predicted: 1.2787632349231193 Movie Vector: [2.187950320960177, 0.07214686710232439] User Vector: [1.903106386526524, -0.020275170640193026] Predicted: 4.162439439180416 Movie Vector: [2.1917436705339277, -0.14974081426804153] User Vector: [2.056539979065659, -0.9608922419186778] Predicted: 4.6512932690458815 Movie Vector: [1.4866017073839275, -0.19684650408309728] User Vector: [1.3692473671667535, -0.8549534922474135] Predicted: 2.203820079963582 Movie Vector: [0.5770206451416016, 1.8002033233642578] User Vector: [1.0156613289422602, 0.019558009139111158] Predicted: 0.6212659483222558 Movie Vector: [2.111609730182046, 0.6007529152537353] User Vector: [2.294180251858431, -0.21399768997521046] Predicted: 4.715853606505586 Movie Vector: [2.133248208223047, -0.045534416868790686] User Vector: [2.2063048747116043, 0.8254830395497388] Predicted: 4.669008031931329 Movie Vector: [2.0428791219803766, -0.17535462803487317] User Vector: [1.8922822431800592, -0.5587250842179216] Predicted: 3.9636789168035236 Movie Vector: [1.6593799927746098, -0.007397921331623262] User Vector: [1.5439427333215148, 1.2179145835995095] Predicted: 2.5529776453853605 Movie Vector: [2.5198918743854586, -0.23650071964481367] User Vector: [1.8514572058929397, -0.08371603038369943] Predicted: 4.685270870333576 Movie Vector: [2.134523468004692, 0.029297466873027672] User Vector: [2.0729490619583526, -1.3143626742618455] Predicted: 4.386250923820086 Movie Vector: [2.0794139698149614, -0.08719544387786736] User Vector: [1.9763446262378388, 0.029805304095555346] Predicted: 4.107039738247163 Movie Vector: [2.3971132481214457, -0.025997965126031402] User Vector: [1.9313926413213587, -0.1406180654694262] Predicted: 4.633422671397864 Movie Vector: [2.1386522427920136, -0.25076766761255265] User Vector: [1.6761077867017844, -0.04176181150129903] Predicted: 3.595084189256385 Movie Vector: [2.117910862293178, 0.014356436462520536] User Vector: [1.4690759091273702, -0.39023601999783597] Predicted: 3.1057694268475973 Movie Vector: [2.129970017028073, -0.057799537820133313] User Vector: [2.087740651333175, 0.36948606917895754] Predicted: 4.425468866640801 Movie Vector: [2.129062478599108, 0.8416102536720306] User Vector: [1.9260723359953962, 0.32086169236717565] Predicted: 4.370768831942308 Movie Vector: [1.913460046576194, 0.3155168674837389] User Vector: [1.5392776627922977, -0.019553816718359606] Predicted: 2.939176749341917 Movie Vector: [1.638228466773569, -0.19705099533567602] User Vector: [1.814043861076949, -0.33140402289822873] Predicted: 3.037121785762438 Movie Vector: [1.9930830325660662, -0.4343356670945767] User Vector: [1.3649501163550943, -0.620112361249237] Predicted: 2.989795833303197 Movie Vector: [1.8363048997981526, -0.6753595336328648] User Vector: [1.0157393258312226, -1.6051909869970153] Predicted: 2.9492881373115285 Movie Vector: [0.4797494290767774, 0.6333468554986164] User Vector: [1.7950469932134359, -0.943026935335014] Predicted: 0.2639096260152036 Movie Vector: [2.4209357288134363, -0.0019981363254811587] User Vector: [1.384260292993568, 0.19869807819298527] Predicted: 3.3508081754380434 Movie Vector: [2.063667670303464, 0.16934915263472616] User Vector: [1.7800210754634382, 0.6460281056112043] Predicted: 3.782776258156175 Movie Vector: [2.177027028943229, -0.0013468076297114447] User Vector: [1.896511429138623, -0.14243976423238697] Predicted: 4.128948480895776 Movie Vector: [2.0523617163240404, -0.2736771188492671] User Vector: [1.815081409523337, -0.09583283431223093] Predicted: 3.751430850902905 Movie Vector: [2.0291762274761664, -0.06245079167956097] User Vector: [2.4098520256442493, 1.317011222081022] Predicted: 4.80776604870277
avg loss: 9.419744786746142: 73%|█████████████████████████████████▌ | 51084/70000 [01:23<00:29, 642.44it/s]
Movie Vector: [1.9454677948021943, 0.12203048275809808] User Vector: [1.8860168838674387, -0.22765042173926636] Predicted: 3.641404817152365 Movie Vector: [1.2188592071439772, 0.45418852376844515] User Vector: [1.2873374307609387, -0.6233774183028867] Predicted: 1.2859522108144696 Movie Vector: [1.3589927668918724, -0.5029860029998067] User Vector: [1.9876780052559315, -0.5762518818960225] Predicted: 2.9910866628488733 Movie Vector: [1.6622009243897036, -1.0308831149469901] User Vector: [2.0386903103988354, 0.7595131488571626] Predicted: 2.6057436377522074 Movie Vector: [1.7423462761798456, -0.16716901762605718] User Vector: [1.5655645955837099, -0.4693542952070548] Predicted: 2.8062171396826168 Movie Vector: [1.247761239494644, -0.9538474558616611] User Vector: [1.8057661426019884, -0.1625009978667674] Predicted: 2.4081661637207166 Movie Vector: [1.9834574700416012, -1.2887495857765663] User Vector: [1.5116014952987824, 0.22693759514783426] Predicted: 2.705731545832523 Movie Vector: [1.5023343915583816, -0.5760523293251705] User Vector: [1.6630283246183917, -0.2649141934235075] Predicted: 2.651029084402836 Movie Vector: [1.7733515015356947, -0.35369756360345517] User Vector: [1.8444946741627246, -0.4628712823518506] Predicted: 3.434653844830916 Movie Vector: [1.5703937393100051, -0.6829558581944939] User Vector: [1.9199333418538471, -0.31724463982276924] Predicted: 3.23171538518758 Movie Vector: [1.8175607195260157, -0.6679015322418008] User Vector: [2.0758659152767556, -1.1016693018500796] Predicted: 4.508818961339374 Movie Vector: [1.548617930962214, -0.9472985709192043] User Vector: [1.627122184813378, 0.15187813810919368] Predicted: 2.3759166480837015 Movie Vector: [2.14698206260805, -0.49666006418968217] User Vector: [1.7061945090826471, -0.24812844729031142] Predicted: 3.786404496879283 Movie Vector: [2.3112381403135496, -0.5256014532411066] User Vector: [2.0822861143417155, -0.6751699103027964] Predicted: 5.167529372551692 Movie Vector: [1.6543793276858223, -0.26616678382691195] User Vector: [1.5230056241867551, 0.701809763045122] Predicted: 2.332830573115763 Movie Vector: [2.3034752607090754, -0.05107209291483939] User Vector: [1.6987122359665292, -0.2497463316246299] Predicted: 3.9256966784665708 Movie Vector: [2.259678829318109, 0.07138269135417931] User Vector: [2.245883980499513, -0.5532137878481128] Predicted: 5.035486594768597 Movie Vector: [1.1669888598018052, -1.0578152245849755] User Vector: [2.4097565836868116, -0.6376910217483758] Predicted: 3.486718359383146 Movie Vector: [1.7735870986021296, -0.03795798835707293] User Vector: [1.6643271037997531, 0.5604781310877462] Predicted: 2.9305544567788666 Movie Vector: [1.759367207466422, -0.38892192242466467] User Vector: [2.0344399512420015, -0.6274457264265794] Predicted: 3.8233543339137293 Movie Vector: [0.9458925850376462, -0.5227368970691579] User Vector: [1.554301438119706, -0.3896583115995522] Predicted: 1.6738909819535368 Movie Vector: [1.950063249914048, -0.26971331456410425] User Vector: [0.8422029404478382, -0.3957596843758336] Predicted: 1.7490906593807287 Movie Vector: [1.2956167053905652, -0.7923874721061691] User Vector: [1.850977760508643, -1.1831267742858753] Predicted: 3.3356525416789253 Movie Vector: [1.1952086933065202, 0.29381950628794634] User Vector: [1.798863791520966, -0.6852190378359133] Predicted: 1.9486869223041368 Movie Vector: [2.2560923844560117, 0.0722661166621188] User Vector: [1.8015237259024603, -0.3373793677837533] Predicted: 4.040022861673707 Movie Vector: [0.41509394411447953, 0.2012267574118643] User Vector: [1.8902311748151766, -0.13545195510476257] Predicted: 0.7573669559313491 Movie Vector: [1.9806309524822292, 0.09765139435816936] User Vector: [1.6218793670328335, -1.2809420428464997] Predicted: 3.0872586989615534 Movie Vector: [1.9494265990082278, 0.16702788102716612] User Vector: [1.2191736962223068, -0.5578697880213253] Predicted: 2.2835098236446654 Movie Vector: [2.0899979278337533, -0.06487375467932442] User Vector: [1.5535470279364392, -0.196376019321997] Predicted: 3.259649718881841 Movie Vector: [2.142761086829062, -0.7387848225223288] User Vector: [1.8663332739548748, -0.1088520193794116] Predicted: 4.0795245343032045 Movie Vector: [2.3032842478892994, 0.07535992906408401] User Vector: [1.7672163242462682, -0.22342364981141316] Predicted: 4.053564331848231 Movie Vector: [1.5872653550354607, -0.3850606569892153] User Vector: [2.142082666368409, 0.8268538696273926] Predicted: 3.081664709675761 Movie Vector: [2.0570009849236275, 0.4580004503971823] User Vector: [1.6188372705816387, -0.03504655716351716] Predicted: 3.3138985210517466 Movie Vector: [1.8420432936531748, 0.4464016661013808] User Vector: [2.00704434350316, -0.11747201952022485] Predicted: 3.644622867780413 Movie Vector: [2.070514475679502, -0.1310457823085535] User Vector: [1.9366033449822806, -0.2040665306024204] Predicted: 4.036507317580943 Movie Vector: [2.130351796528885, -0.5079298262980096] User Vector: [2.2992995255702975, 0.30599958185192944] Predicted: 4.742890560599383 Movie Vector: [2.141371457767155, -0.3085581816937717] User Vector: [1.9666140812574868, -0.29978548388471465] Predicted: 4.303752525853414 Movie Vector: [1.9485291159724754, 0.17279546646410338] User Vector: [1.0946886936748088, 0.38013035447646254] Predicted: 2.198717594470164 Movie Vector: [2.2494258296413423, 1.2910766376166862] User Vector: [2.2120340425649916, 0.16138636715160737] Predicted: 5.184168679650917 Movie Vector: [1.9543085949085495, -1.073029641275942] User Vector: [1.7181015298396956, -0.7094737807515743] Predicted: 4.118986983145793 Movie Vector: [-0.15156175587086418, 0.013955300739615296] User Vector: [2.3152828075339476, -0.16891866255924298] Predicted: -0.353265638384017 Movie Vector: [1.5092629720898045, -0.981442850627432] User Vector: [0.8205377641687593, -1.3485282614340037] Predicted: 2.5619106857147083 Movie Vector: [1.6579620114855351, -0.3528228157335031] User Vector: [1.9678887866506922, -0.26158804442763245] Predicted: 3.354979081492389 Movie Vector: [2.2768018139874613, -0.00785279902878602] User Vector: [1.0320131803919101, -1.4318296137930755] Predicted: 2.3609333513758513 Movie Vector: [1.7091998718448047, 0.3793806946290783] User Vector: [1.918604038237652, -0.3696644515698124] Predicted: 3.139034219860487 Movie Vector: [1.7973295319164475, -0.4493077059711798] User Vector: [1.9449598732751072, 0.02162350087098203] Predicted: 3.486018213058415 Movie Vector: [1.5558470349383617, -0.7084588393779517] User Vector: [0.6077491370205406, 0.03460401424077507] Predicted: 0.9210491730529186 Movie Vector: [2.1888489386728076, -0.7742089809849908] User Vector: [2.0503240812656487, -0.3543788308201854] Predicted: 4.762212962705563 Movie Vector: [2.059984843149681, 0.1470691797317806] User Vector: [1.8044284457370128, -1.0981030480406027] Predicted: 3.555598134230084 Movie Vector: [1.8423148597202503, -0.4488075721183878] User Vector: [2.061233174757166, 0.08457308323357998] Predicted: 3.7594834670508455 Movie Vector: [-1.468604741505387, 0.4427895880718383] User Vector: [1.9165577573735426, -0.9033447627821183] Predicted: -3.2146574652468622 Movie Vector: [1.910967458980187, -0.350211539551398] User Vector: [1.6283972687824704, -0.5751777028504893] Predicted: 3.3132480597664205 Movie Vector: [1.076345892625385, -0.31778771204697775] User Vector: [1.9431213346504745, 0.0825745611538352] Predicted: 2.0652294865614342 Movie Vector: [2.150724259261634, 0.6623783357544741] User Vector: [1.8931852835433216, -0.5409348151859797] Predicted: 3.7134160139591934 Movie Vector: [1.5703641556598429, -0.28882751446437493] User Vector: [1.9564990795524433, -0.7230639115823655] Predicted: 3.2812567774918553 Movie Vector: [1.193970616113934, -0.503067900030232] User Vector: [1.9054837618974803, -0.6934720112116131] Predicted: 2.6239551295977988 Movie Vector: [1.8997198895237644, -0.48364995891259865] User Vector: [0.22369351773662033, -1.4131523378193] Predicted: 1.108426094925342 Movie Vector: [0.4303342555146683, -0.5130577502673348] User Vector: [1.0333241684658132, -0.9756419081890911] Predicted: 0.9452354292240741 Movie Vector: [1.6419221705214824, 0.18517714990029444] User Vector: [1.98557072693062, -0.017555938968971077] Predicted: 3.2569016389437433 Movie Vector: [1.724692695976098, -0.22885446445994467] User Vector: [1.4485459976206754, -0.9270828654132602] Predicted: 2.710463754555932 Movie Vector: [1.7360148470992216, -0.3273998041905957] User Vector: [1.628777355247788, 0.23735510436695006] Predicted: 2.7498716566357855 Movie Vector: [2.146643718886843, -0.6730884354287143] User Vector: [1.7705594513876506, -0.14648837650860363] Predicted: 3.8993599573897035 Movie Vector: [-0.014768837094153754, 0.7670134719325915] User Vector: [0.5976516279125361, -0.9674428519947263] Predicted: -0.7508683203365394 Movie Vector: [1.372658127431816, -0.20482669021378985] User Vector: [2.150912676439451, -0.20409642633951236] Predicted: 2.994272162202317 Movie Vector: [1.98864343848402, 0.6159619743268362] User Vector: [1.62458230499346, -0.6710217603700297] Predicted: 2.8173910527686967 Movie Vector: [1.4722459554336984, -1.3819829264943917] User Vector: [1.6175259982799233, -0.25843376166567195] Predicted: 2.7385471550281517 Movie Vector: [-0.03475757456324946, 0.2985393110475827] User Vector: [1.6044442835382673, -0.39609138377857067] Predicted: -0.17401544064279884 Movie Vector: [0.9141641584719573, -0.11451025906923537] User Vector: [1.1204364472715398, -0.5121111942645905] Predicted: 1.0829048274687905 Movie Vector: [1.4874949691102584, -0.7105397586437361] User Vector: [1.9053888451894407, -0.6701232623279341] Predicted: 3.310405542494141 Movie Vector: [1.582498550415039, -0.6133174896240234] User Vector: [1.5090391586552012, 0.3826795010771618] Predicted: 2.1533482501601675 Movie Vector: [1.0379612998236956, 0.0632779914831104] User Vector: [1.6134908755257353, -0.030216655173599227] Predicted: 1.6728290371656418 Movie Vector: [2.171189516935005, -0.3309942992898679] User Vector: [1.824241416388244, -0.6145844895126935] Predicted: 4.164197802081496 Movie Vector: [2.2749284770482605, 0.08901199697603861] User Vector: [1.792358925154588, -1.2725368593673207] Predicted: 3.9642173128478824 Movie Vector: [0.5131757435072729, -1.178877981285568] User Vector: [1.6684470370600495, -0.5458215491667133] Predicted: 1.4996635547696138 Movie Vector: [1.7472477026187365, -0.5276605056232297] User Vector: [1.9865306322792857, 0.011231381878905922] Predicted: 3.465034726790657 Movie Vector: [1.5870035365519803, 1.1822113574317432] User Vector: [1.8040042430073642, -0.5581450302615679] Predicted: 2.2031157197381557 Movie Vector: [2.244950624605341, -0.02213342657579624] User Vector: [1.9449709097061274, -0.5947865807698842] Predicted: 4.379528323697728 Movie Vector: [2.163381658964569, -0.4990450246138713] User Vector: [1.5936327680991276, -0.6920319731425083] Predicted: 3.792991014701078 Movie Vector: [1.5299168515215664, -0.4001228862822987] User Vector: [1.6996473004306802, -1.3394146266696878] Predicted: 3.1362494929238394 Movie Vector: [2.115750725268227, 0.33265695386402067] User Vector: [2.0601697178940492, -0.5762165101900311] Predicted: 4.167123145764001 Movie Vector: [2.1784527465909784, 0.0063181746578541784] User Vector: [2.3151487722310278, 0.2848668658563197] Predicted: 5.045242040246129 Movie Vector: [-0.25274704987664764, -1.1056299547571706] User Vector: [1.8495540432479898, -0.29132302304767144] Predicted: -0.14537386722643586 Movie Vector: [1.8741876861057403, 0.6716642246226258] User Vector: [1.5079548465328605, -0.2519619927907195] Predicted: 2.6569565480532082 Movie Vector: [2.013973836673771, -0.9286547165821276] User Vector: [1.5712171045875003, 0.013154145581432667] Predicted: 3.1521744810367367 Movie Vector: [1.9464348937015166, -0.08079679975697004] User Vector: [1.6328173585387953, -0.7325098708597438] Predicted: 3.2373571350573096 Movie Vector: [2.2013961069516617, -0.44065433124868425] User Vector: [1.8366590156979756, -0.3912551711194218] Predicted: 4.215622292732413 Movie Vector: [1.3141260342947814, 0.07764370478610184] User Vector: [1.782636188892892, -0.7416886013584401] Predicted: 2.2850211746930875 Movie Vector: [1.7797699185415448, -0.18238657078782827] User Vector: [1.6190154723652501, -0.24803798649971662] Predicted: 2.926713833151803 Movie Vector: [2.277109081517401, -0.2576548905063251] User Vector: [1.6646905787033628, -0.12529028524511068] Predicted: 3.8229636894082204 Movie Vector: [1.7177354874678605, -0.843104145118726] User Vector: [1.954190698215759, 0.38742788860932076] Predicted: 3.0301406527836914 Movie Vector: [0.3671589347742654, -0.9336281364520848] User Vector: [1.8076000985414675, -0.797805938875175] Predicted: 1.408530598640778 Movie Vector: [1.297165210070977, -0.2243366951148496] User Vector: [1.6954471589153486, -1.1629327031027217] Predicted: 2.4601635493137124 Movie Vector: [2.3292301635959123, -0.23868433396962685] User Vector: [1.6978693449911644, 0.45350788585578716] Predicted: 3.846483264512792 Movie Vector: [1.1957661429245117, -0.5619170544984549] User Vector: [1.6014599605863664, -0.5702410640132364] Predicted: 2.2353997791627824 Movie Vector: [1.8749740116314753, -0.7728126265527453] User Vector: [2.0832692339503347, -0.18850821108243715] Predicted: 4.051757198621667 Movie Vector: [-0.5996454891467486, -1.7208146479719786] User Vector: [1.5355693679937352, -0.7136028240789899] Predicted: 0.30718094771992976 Movie Vector: [2.0494571088302704, -1.1659639672713071] User Vector: [0.8838097904887523, -0.6141241544346523] Predicted: 2.5273768934727294 Movie Vector: [1.373212530983559, -0.20487929661892204] User Vector: [1.7456820535347306, -0.08657860994920072] Predicted: 2.41493063573564 Movie Vector: [1.643363570827607, -0.1288622078628261] User Vector: [2.0614857346043207, 0.0579920762328638] Predicted: 3.3802975710476133 Movie Vector: [2.289348816434583, -0.09648948349620487] User Vector: [2.271931422995423, -0.9228478348466108] Predicted: 5.29028862518505 Movie Vector: [2.4627981382964155, -0.23391915257972773] User Vector: [1.26754388710255, -0.1902543389794056] Predicted: 3.1662088591138406 Movie Vector: [1.8437627029338168, -0.21989507755558602] User Vector: [2.0135796026090667, -0.7875312521865113] Predicted: 3.885737216455894 Movie Vector: [0.5167914237092763, -0.742082400962387] User Vector: [1.0254955104498886, 0.05023893257167802] Predicted: 0.4926858571482907 Movie Vector: [2.0534860404197284, -0.5181594153387417] User Vector: [1.711227390021614, -0.4979481284717855] Predicted: 3.7719980685112313 Movie Vector: [2.1217925993861244, -0.34614389319940614] User Vector: [1.164475544232412, 0.1861977095412936] Predicted: 2.4063243918330257 Movie Vector: [0.15266739074631203, -1.417524654539563] User Vector: [2.0259344274348323, -0.30671313087770663] Predicted: 0.7440675477497682 Movie Vector: [2.4613749997509085, 0.0038065562308764716] User Vector: [1.780281175577856, -0.1495366607055956] Predicted: 4.381370358386939 Movie Vector: [0.388726270307429, -1.2575567678532544] User Vector: [1.6201338014041187, -0.3576604849324699] Predicted: 1.0795669334393243 Movie Vector: [2.0723548899069706, -0.5396242513926433] User Vector: [1.4608018309341166, 0.19270981253672845] Predicted: 2.923308929195224 Movie Vector: [2.1089037165173394, -0.2666145004657396] User Vector: [1.8009992802036323, -0.6379278116088015] Predicted: 3.968214880291776 Movie Vector: [2.055840865694126, 0.3754027760793136] User Vector: [2.028347875450962, -0.17805068060687979] Predicted: 4.1031197324133135 Movie Vector: [2.069557659413775, -0.007080792425123923] User Vector: [1.3455371093298512, -0.2615936501350512] Predicted: 2.7865189209754 Movie Vector: [0.4447788559748893, -1.949176017181813] User Vector: [2.176647324998857, -0.7563229009930842] Predicted: 2.4423331669348896 Movie Vector: [2.1611684464351053, 0.20473538629690183] User Vector: [1.7507365972415385, -0.5962496874839519] Predicted: 3.6615632818811443 Movie Vector: [2.023323184849644, -0.06221442589119661] User Vector: [1.67444235314805, 0.06939310666900332] Predicted: 3.383620782526426 Movie Vector: [1.38063006808814, 1.023250506260238] User Vector: [1.8029263192167457, -0.38213329187840933] Predicted: 2.098156202484642 Movie Vector: [0.9513156444390265, 0.40653735282585124] User Vector: [1.7984164907549078, -0.006266069337667716] Predicted: 1.708314351631119 Movie Vector: [0.6293763175503135, 0.3200264186911622] User Vector: [2.0225526245177803, -0.48268761990448616] Predicted: 1.1184739325261288 Movie Vector: [1.8764604492990922, 0.002979875046929332] User Vector: [1.9107003456546816, 0.10870654790393511] Predicted: 3.5856775610126514 Movie Vector: [2.149432401391524, -0.7339416903455505] User Vector: [0.9360937198959209, -1.283664954715307] Predicted: 2.9542053989845107 Movie Vector: [2.1241255181392495, -0.8478719901492278] User Vector: [1.6001583481882715, 0.21355341040007753] Predicted: 3.2178712253711894 Movie Vector: [1.9553435624945608, -0.5182571322247084] User Vector: [2.1847214154861323, 0.6154095028567853] Predicted: 3.9529405915204223 Movie Vector: [0.6665094191744341, 1.4542415244361455] User Vector: [2.0365022463436855, -0.1103331770439529] Predicted: 1.1968968417776789 Movie Vector: [1.6079596574639858, -0.3261068163032669] User Vector: [2.0322271777820635, -0.6242062144570266] Predicted: 3.4712972179887447 Movie Vector: [1.159718558270164, -0.702974096929022] User Vector: [2.0052577934731004, -1.0968563190389495] Predicted: 3.096596257543931 Movie Vector: [1.6548936704534813, 0.5310714400014681] User Vector: [1.9699749658006143, -0.2527573515183375] Predicted: 3.125866891213449 Movie Vector: [2.1128876391275333, -0.9821156981810496] User Vector: [2.042641581788337, -0.39476326166136155] Predicted: 4.703575345671267 Movie Vector: [1.4370130273637416, -0.5122176291724395] User Vector: [2.2420256865732915, -0.921587393868709] Predicted: 3.693873429252594 Movie Vector: [1.9940381496251194, -0.5008607406357866] User Vector: [1.9373439667485637, -0.2955678441669148] Predicted: 4.011176107980258 Movie Vector: [1.1405128432474947, -0.7147848711672983] User Vector: [1.8485069632842044, -0.653716149529497] Predicted: 2.575512346179484 Movie Vector: [2.254541969651731, -0.2999159756575226] User Vector: [1.91123313911062, 1.5352745801989036] Predicted: 3.8485019522915707 Movie Vector: [2.464418116130224, -0.17277590650312158] User Vector: [1.7392206196572455, -0.5425091496657453] Predicted: 4.379899313150286 Movie Vector: [2.0216480933502576, -0.5699740133646439] User Vector: [1.6828314732806722, -0.1273429274500633] Predicted: 3.474675198819991 Movie Vector: [0.37671769787272613, 0.20935045736992033] User Vector: [1.8504167500621096, -0.9066820325290375] Predicted: 0.5072704399894866 Movie Vector: [1.9463815933530033, -0.03509849327055864] User Vector: [1.5256171563867944, -0.37380626596043465] Predicted: 2.9825531884051117 Movie Vector: [1.4807394081638392, -1.2383266045671204] User Vector: [2.190457913810866, -0.6929311800220516] Predicted: 4.1015724702594945 Movie Vector: [2.235609897910865, -0.8521168578696721] User Vector: [1.2404381206826218, -0.5271428738417179] Predicted: 3.222323069650415 Movie Vector: [2.421780792575186, -0.013010700065993601] User Vector: [2.2076765469471233, 0.8109412040671041] Predicted: 5.335957744837981 Movie Vector: [0.3944590874039636, 2.030582607795145] User Vector: [1.8803933616334287, -0.1912951947269931] Predicted: 0.3532975540229759 Movie Vector: [1.3434951003617919, -0.17805319106142797] User Vector: [1.6695642640368709, -0.09626689245649175] Predicted: 2.2601920358681227 Movie Vector: [2.2596706032162603, -0.08443433318073686] User Vector: [1.8462815650309123, -0.0840359323729355] Predicted: 4.179083695673594 Movie Vector: [2.0964343047461425, 0.296219606980342] User Vector: [1.6369827270513335, -0.06800140067928945] Predicted: 3.4116833970839746 Movie Vector: [1.9004315632034703, -1.0319745014691564] User Vector: [2.0590159467689846, -0.0010927814590452004] Predicted: 3.9141466169804677 Movie Vector: [2.0104612922628307, 0.09037036505183486] User Vector: [2.287020953437627, 0.13799336079237245] Predicted: 4.610437611869919 Movie Vector: [1.8202765102877434, -0.3654732760951663] User Vector: [1.7955812388375976, -0.752014669416127] Predicted: 3.5432956162725806 Movie Vector: [1.497158430700573, 0.4745706847147735] User Vector: [1.1647670491213966, -0.6089321030762161] Predicted: 1.4548594822926404 Movie Vector: [2.0033928880769634, -1.5227562856494594] User Vector: [0.7839443768434751, -0.7653742941803968] Predicted: 2.7360271065538626 Movie Vector: [1.9596971902177884, 1.1861215567713235] User Vector: [1.8926742404191, -0.88319859922209] Predicted: 2.6614874934993393 Movie Vector: [2.223199887429295, -0.8468430368861146] User Vector: [1.9596251742952135, -0.4883292150285652] Predicted: 4.770176662351734 Movie Vector: [1.1372888097272302, -0.83896411142294] User Vector: [2.187161924987777, 0.20550684758056054] Predicted: 2.3150219125783122 Movie Vector: [2.048215787563018, -0.9696171417583727] User Vector: [1.61397306702003, -0.4455023773377505] Predicted: 3.73773185833272 Movie Vector: [1.8134521654313336, 0.23717788025794406] User Vector: [1.8300869222647305, 0.21355065076067403] Predicted: 3.3694245827836613 Movie Vector: [2.1190547985257493, -0.4590815550631361] User Vector: [2.0051371193388627, -0.41574224682140104] Predicted: 4.439855031613327 Movie Vector: [1.7203173843607624, 0.053732811800503245] User Vector: [1.2192632085897999, 0.24269466592755154] Predicted: 2.1105603606577863 Movie Vector: [2.0582825525791817, -0.4892604682731812] User Vector: [1.97422626256378, -0.3408563413528772] Predicted: 4.230283004262827 Movie Vector: [1.9234419960989606, -0.3414982441904788] User Vector: [2.010712804331832, -0.8117548650135097] Predicted: 4.144702311060951 Movie Vector: [1.8244174870875154, -0.08510078129909299] User Vector: [1.880903021365227, -0.5839185463506409] Predicted: 3.4812442882039325 Movie Vector: [1.4946453449704158, 0.006393696155524212] User Vector: [1.394860303512672, -0.41388473330292475] Predicted: 2.0821752063010877 Movie Vector: [2.2718144933540834, 0.21489053397111352] User Vector: [2.081172997976894, 0.07971552937925408] Predicted: 4.745169092655174 Movie Vector: [2.1202315567603898, -0.012603589373338345] User Vector: [1.7934431707006173, 0.26354276544950556] Predicted: 3.79919322097782 Movie Vector: [2.027568388691319, -0.2547950839133217] User Vector: [1.8847858089402174, -0.6033068542105057] Predicted: 3.975251746205229 Movie Vector: [2.3116117449723363, -0.3229920621095403] User Vector: [1.9728187574351645, -0.5321473026629433] Predicted: 4.732270365021991 Movie Vector: [1.769189286073944, -0.4746888542865529] User Vector: [1.8857293880384332, 0.07215730285772501] Predicted: 3.301959962330429 Movie Vector: [1.9475793653322067, -0.03539197100784266] User Vector: [2.2826981272331697, -0.8503350286368005] Predicted: 4.4758308025622595 Movie Vector: [2.0269824810238335, -0.22102185894873608] User Vector: [1.7545308552785432, -0.149839723471418] Predicted: 3.5895211602913872 Movie Vector: [1.3692828339442904, 0.741642151308855] User Vector: [1.9911073030568511, -0.2957471362146243] Predicted: 2.507050508271211 Movie Vector: [1.358446012526739, 0.5002347678411977]
avg loss: 9.40420573021308: 73%|██████████████████████████████████▍ | 51259/70000 [01:23<00:28, 660.50it/s]
User Vector: [1.7999399008321635, 0.20960778048498285] Predicted: 2.5499742804818406 Movie Vector: [1.379074958902666, -0.21974101080132338] User Vector: [2.027692691720988, -0.3230387061209729] Predicted: 2.8673250673133324 Movie Vector: [1.6876079705685096, -0.5645051219841507] User Vector: [2.1820279041963184, -0.543458981915874] Predicted: 3.9891930620044103 Movie Vector: [1.9148993974726434, -0.5164597295970343] User Vector: [2.1253190021199764, -0.13237175270247928] Predicted: 4.138136756203711 Movie Vector: [0.805414793151113, 1.269455899783828] User Vector: [1.9118095359001508, -0.3045739507205993] Predicted: 1.1531564832386116 Movie Vector: [1.0558501391294384, 0.4061731321932695] User Vector: [2.313604988011946, -0.7230456296600967] Predicted: 2.149138440365279 Movie Vector: [2.0224237364515147, -1.1011571448940927] User Vector: [0.3560739713005597, 0.8269617926573655] Predicted: -0.1904824350482779 Movie Vector: [2.1236388182275454, -0.08763634691977917] User Vector: [1.6135087679580828, -0.7336186842970955] Predicted: 3.4908015147101783 Movie Vector: [2.0520972217001296, -0.7334969433735453] User Vector: [1.6597087044492937, -0.7454754944191104] Predicted: 3.952687617748217 Movie Vector: [1.2834135777859526, -1.2443109800746628] User Vector: [2.1275967822293866, -0.6480387746775909] Predicted: 3.536948361212354 Movie Vector: [0.792408381299035, -1.1395096895518895] User Vector: [1.8498387115278374, -0.15774215302236327] Predicted: 1.645576410885826 Movie Vector: [1.4953360021771929, -0.8748325587546412] User Vector: [1.8970265008863032, -0.07068790124249598] Predicted: 2.8985321013764818 Movie Vector: [1.6376802392676553, -0.9592495798849412] User Vector: [1.6398894634602676, -0.4799473154197767] Predicted: 3.146003829575444 Movie Vector: [2.399791400166121, -0.34919803582219616] User Vector: [1.8154091617177848, 0.013240708597126026] Predicted: 4.351979664638116 Movie Vector: [2.5262503261810507, 0.5424685457049461] User Vector: [2.0170210281610874, 0.8230188116404338] Predicted: 5.541961848144385 Movie Vector: [1.2399308375563307, -0.6904432071850388] User Vector: [2.436711311731141, -0.6621240927758766] Predicted: 3.4785125798084393 Movie Vector: [1.8326673865419283, -0.5232228712870463] User Vector: [2.2988623930142302, 0.47381767149452486] Predicted: 3.965137891279005 Movie Vector: [2.0383545873894273, -0.7932982624266568] User Vector: [2.322264958039192, 0.13957758107753254] Predicted: 4.622872777810381 Movie Vector: [1.184347253491038, -1.229278511078097] User Vector: [2.1461302876087056, 0.4672799591544965] Predicted: 1.9673462993172284 Movie Vector: [2.581320209659415, -0.48930541129913635] User Vector: [2.08338084317566, 0.26710444688773466] Predicted: 5.2471774236623725 Movie Vector: [1.182864711200518, -2.365553009261467] User Vector: [1.8257560494366578, -0.1423451982204611] Predicted: 2.4963475141438227 Movie Vector: [2.15466223192527, -0.6737518522691326] User Vector: [1.9132991016983656, -0.35482585765454033] Predicted: 4.361577891633745 Movie Vector: [2.1112988653866784, -0.9565393501860441] User Vector: [2.0733600523931073, -0.5108339530687507] Predicted: 4.8661155036769825 Movie Vector: [2.0320103333071997, 1.275214360436203] User Vector: [2.1231455373372876, 0.1756053875266667] Predicted: 4.538188182928405 Movie Vector: [1.775440411680127, -0.6716552037699134] User Vector: [1.7135534660982992, -0.6345392994654104] Predicted: 3.468503693767931 Movie Vector: [-1.544900065313491, -0.5468690227477429] User Vector: [1.8113072325991415, -0.33107485308073803] Predicted: -2.6172340805845966 Movie Vector: [1.8670888802857968, -0.4221445806863531] User Vector: [1.9202468637629444, -0.43519476821716335] Predicted: 3.7689866796813978 Movie Vector: [1.9140967021778998, 0.5401095365413837] User Vector: [2.0860802107261915, -0.5165969135788269] Predicted: 3.713940332257812 Movie Vector: [2.0435980842858665, 0.12393687054008443] User Vector: [1.2634717386908116, -0.6884790445082203] Predicted: 2.4967004865290994 Movie Vector: [0.959080921703224, -1.491046712543129] User Vector: [2.226158097018691, -0.23334999132035136] Predicted: 2.483001496975959 Movie Vector: [2.157710377538341, -0.3264531952831566] User Vector: [1.8544632449072587, -0.558346191460228] Predicted: 4.183668486576191 Movie Vector: [2.1055925426641195, -0.9080022652281086] User Vector: [1.9396563718333588, -0.43958321417291196] Predicted: 4.48326854608852 Movie Vector: [1.8595758272455554, -0.1310061844016525] User Vector: [1.7960220625840326, -1.2723935303874947] Predicted: 3.5065306342543847 Movie Vector: [1.3957438183920616, -0.43656048744172843] User Vector: [1.8882027548325833, -0.07517537814557634] Predicted: 2.6682659226552885 Movie Vector: [1.9425386426174551, -0.7208610853631063] User Vector: [1.5782538631663792, -0.5381306336395496] Predicted: 3.453736549693515 Movie Vector: [1.7917106477116373, -0.10103987197245241] User Vector: [1.5447952892149543, -0.24043207938385758] Predicted: 2.7921193947402276 Movie Vector: [1.900027998506629, -0.5261965180366331] User Vector: [2.1995861654011963, -0.15240204730530874] Predicted: 4.2594687260238135 Movie Vector: [0.7009012955236782, -1.240291169324382] User Vector: [1.6291296220653777, -0.473644880371594] Predicted: 1.7293166252022147 Movie Vector: [2.2444073839823244, 0.19320439034877013] User Vector: [1.7666738924384893, 0.17646640924090345] Predicted: 3.9992300142921655 Movie Vector: [1.6400523717986213, -0.7036643567561472] User Vector: [0.2999118483569019, -1.4325567735343607] Predicted: 1.4999102787939629 Movie Vector: [1.5210931266640186, -0.9498677793459884] User Vector: [2.3221803532623735, -0.117287621222637] Predicted: 3.6436603065371385 Movie Vector: [1.8856599418354085, -0.17501751696831294] User Vector: [2.3373765566027287, -0.41982657111025534] Predicted: 4.480974345803986 Movie Vector: [2.1229873427524604, -0.16941595054727981] User Vector: [2.0432306915894323, -0.5208968524055] Predicted: 4.4260011319550845 Movie Vector: [1.4421542128627467, -0.18924805135687556] User Vector: [1.4162171047263619, -0.21232533005870124] Predicted: 2.082585618876719 Movie Vector: [1.5477046399725534, -0.2560916128361239] User Vector: [1.7627752178631824, -0.3472272806408114] Predicted: 2.817177378235483 Movie Vector: [1.9336079289301396, -0.581589451114014] User Vector: [0.6467853355655666, 1.1068829442117332] Predicted: 0.6068778091937548 Movie Vector: [2.053262236760361, -0.3250867285232123] User Vector: [1.8296780911322743, 0.5446288366205676] Predicted: 3.5797573231932973 Movie Vector: [2.2069331097745737, -0.30401182574461927] User Vector: [2.017257466774606, 0.32883499350348916] Predicted: 4.351982567621144 Movie Vector: [1.3390582323419364, -0.4962138612608493] User Vector: [1.5820642029368344, -0.032132542327350286] Predicted: 2.1344207079364343 Movie Vector: [2.144623914449747, -0.9275609211172788] User Vector: [2.0663580783194, -0.005079714055391206] Predicted: 4.43627269482844 Movie Vector: [1.8191770123974036, -0.8646482473914765] User Vector: [1.4425485729728367, 0.05624681771880283] Predicted: 2.5756174908569527 Movie Vector: [2.243466429343619, -0.8518933621392206] User Vector: [1.1332899753228303, 0.24000935703919696] Predicted: 2.338035636235434 Movie Vector: [1.882739608001223, -0.4812964572566669] User Vector: [1.762240931557677, -0.07296288401264542] Predicted: 3.3529575782711265 Movie Vector: [1.5455040841976633, 0.4306539943777096] User Vector: [2.090620985245002, -0.28770608548600907] Predicted: 3.107161496284169 Movie Vector: [2.217142599032965, 0.001637287895792497] User Vector: [2.0546688596174545, 0.2725469831804387] Predicted: 4.555940093440937 Movie Vector: [2.1185074762115166, 0.29375887597054734] User Vector: [1.9246765327199293, -0.6347661979409168] Predicted: 3.8909734190448084 Movie Vector: [2.2116425643714126, 0.4575368871960218] User Vector: [1.6668442584695058, -0.31021558758017953] Predicted: 3.5445286359081436 Movie Vector: [2.22938568821137, 0.1132619504575883] User Vector: [1.9017465875394415, 0.03517514893588519] Predicted: 4.243710630841356 Movie Vector: [2.0377063558550423, 0.6076465110706032] User Vector: [2.151266482779203, -0.2041492209721305] Predicted: 4.259598823235607 Movie Vector: [0.9467443595903066, -0.8936745787937961] User Vector: [1.8202396582425924, -0.5910292650110034] Predicted: 2.251489459007277 Movie Vector: [1.5622070233835603, -0.2589482579168952] User Vector: [1.4981188563937795, 0.386911803449353] Predicted: 2.240181661851016 Movie Vector: [0.7136751539408336, -0.33253140522160984] User Vector: [1.4757544903868633, -0.2201381798348472] Predicted: 1.1264121713891304 Movie Vector: [2.0014227673727065, -0.0554493453359614] User Vector: [1.6380227901958249, -0.8193654728515932] Predicted: 3.323809384833801 Movie Vector: [1.6444621872789285, -0.5738685906507578] User Vector: [1.8896097595547683, -0.4718695524472655] Predicted: 3.3781829133349603 Movie Vector: [2.444138086168004, -1.0108037550720554] User Vector: [2.003624904102254, -0.26311667192335886] Predicted: 5.163095258513226 Movie Vector: [2.38559720959335, -0.06314574202707021] User Vector: [1.9337936358592376, -0.27847213521209446] Predicted: 4.630837031247006 Movie Vector: [2.074492141539452, 0.1765176716998007] User Vector: [1.642602698149105, -0.5895749496915137] Predicted: 3.3034959915697457 Movie Vector: [2.2466030929490186, -0.3054566556290495] User Vector: [1.6950708203233975, 0.1998215047294719] Predicted: 3.7471145391487464 Movie Vector: [2.2085292744866365, 0.11287618535941865] User Vector: [1.797460438598282, -0.3375095211393422] Predicted: 3.9316472111072023 Movie Vector: [1.547943803736139, 1.3610083848929397] User Vector: [0.06230610911832679, 0.06761525920577119] Predicted: 0.18847129027038584 Movie Vector: [2.309494823871289, 0.8808284652216913] User Vector: [1.0199298357181956, -1.6067321802940877] Predicted: 0.9402672359123239 Movie Vector: [1.4784087072353718, -0.6847193936458646] User Vector: [1.9981249666880225, -0.6172900188689363] Predicted: 3.3767157963195418 Movie Vector: [2.1084574830935736, 0.508920256309343] User Vector: [2.035081563850544, 0.16415396986007869] Predicted: 4.3744242324218385 Movie Vector: [1.029891188258366, -0.6019345078953436] User Vector: [1.9425022492149189, -0.25619757828601] Predicted: 2.1547801128480693 Movie Vector: [2.0714962859202934, -1.2755322681056651] User Vector: [0.9512999041441164, 0.25418500251416987] Predicted: 1.646393045455525 Movie Vector: [2.16170918112348, -0.07997549028371229] User Vector: [1.5277404294717996, -0.03173052344188801] Predicted: 3.305068176931941 Movie Vector: [2.3529210413089023, -0.11346168652041418] User Vector: [1.833414979876158, -0.09691501249189337] Predicted: 4.324876824368027 Movie Vector: [1.903224621708366, 0.8276947387690161] User Vector: [1.037293412366737, 0.033297832199047285] Predicted: 2.001762802875828 Movie Vector: [0.6196247753836839, -0.4849304447810596] User Vector: [1.8556777695805373, -0.41310417535365096] Predicted: 1.3501507126559946 Movie Vector: [2.2035821013819934, -0.03313725919863519] User Vector: [2.3266514818627853, -0.564016819840898] Predicted: 5.145657533138183 Movie Vector: [2.307729058087825, -0.198523328848036] User Vector: [1.9216160541745448, -0.6995352496146947] Predicted: 4.573443273106716 Movie Vector: [1.0700705243360622, -0.4790693624865911] User Vector: [1.9142954715898624, -0.15248873772640445] Predicted: 2.121483841387287 Movie Vector: [1.853611827199172, 0.7732077774127171] User Vector: [1.8488017546065625, -0.14943069252233568] Predicted: 3.311419824842867 Movie Vector: [1.837174459386987, -0.181933734370185] User Vector: [1.106443822114581, 0.035588917029426965] Predicted: 2.0262555061580727 Movie Vector: [2.067332966979041, -0.13071053583473802] User Vector: [1.9992019287519325, 0.27250602265107876] Predicted: 4.097396646718037 Movie Vector: [1.611145331285395, -0.6842100801961821] User Vector: [1.7568776819268395, -0.2502384821922752] Predicted: 3.001800966844882 Movie Vector: [2.2053034315878817, -0.3327906495397428] User Vector: [1.857632993132574, -0.1778680522513365] Predicted: 4.155837239027224 Movie Vector: [1.6149883154103237, -1.2741647922016777] User Vector: [1.5033981714285949, -0.7884535714327435] Predicted: 3.4325902612717 Movie Vector: [2.452730392586914, -0.34881192464304694] User Vector: [1.9006014988038775, -0.14052169209758525] Predicted: 4.710678702187168 Movie Vector: [1.80168224560791, -0.9323962294192776] User Vector: [2.2061870087857955, 0.7315111456563473] Predicted: 3.2927897302320357 Movie Vector: [1.9080657151010996, -0.8408916992600635] User Vector: [1.7268787047613394, -0.42725898626373365] Predicted: 3.6542765856767487 Movie Vector: [1.5727154270653192, -0.24696224119434396] User Vector: [2.0333622117592967, 0.06019734554211675] Predicted: 3.183033647876473 Movie Vector: [2.0923341491439884, -0.07695067679426355] User Vector: [1.9553880536609605, -0.21292729984036013] Predicted: 4.1077100993337154 Movie Vector: [1.9195970440571264, 0.19364696821512425] User Vector: [2.409098813310683, -0.6390273804231341] Predicted: 4.500753246047325 Movie Vector: [2.143132342848162, -0.5302872493439792] User Vector: [1.9565988126816607, -0.1714278956482387] Predicted: 4.28415622468051 Movie Vector: [2.080459259881936, 0.20578880171214434] User Vector: [1.7876231235887718, -0.43627923757121345] Predicted: 3.629295699137663 Movie Vector: [1.3596790490594397, -0.3039481477008307] User Vector: [2.0488466910797545, -0.019728671002377605] Predicted: 2.791770413603672 Movie Vector: [2.0957760251530684, -0.2945831306882331] User Vector: [1.4725327825701333, -0.34110474988540523] Predicted: 3.186582607076291 Movie Vector: [1.3843125012765078, -1.5877628615504964] User Vector: [1.8594284385987725, -0.8181183593425045] Predicted: 3.8730079800979906 Movie Vector: [1.1375699061092401, -1.189961896170189] User Vector: [1.6435560338759625, -0.3651438476637434] Predicted: 2.3041671484823807 Movie Vector: [1.908386370015928, -1.0319787233234885] User Vector: [1.4429085185621646, -1.3610956289718261] Predicted: 4.158248679511435 Movie Vector: [2.0685617597915402, 0.23044196800058991] User Vector: [1.7287080406874047, -0.44210682792438] Predicted: 3.474059379316731 Movie Vector: [2.0378241686114826, -0.4857282642692863] User Vector: [2.067553649185599, -0.7990586128141404] Predicted: 4.601436149262916 Movie Vector: [1.5327757185361266, -1.7038809325608348] User Vector: [2.024300843473417, -0.3128912095126329] Predicted: 3.6359285457427264 Movie Vector: [1.9737201083694733, 0.17929051267378338] User Vector: [1.8111819069432795, -0.23074761443690248] Predicted: 3.533395291558274 Movie Vector: [2.1235309324387126, -0.6679784789212787] User Vector: [1.9909433975714736, 0.0344895551805951] Predicted: 4.204791608869444 Movie Vector: [1.7096190743341768, 0.30394576560275116] User Vector: [1.59947983501283, -0.35345080654789557] Predicted: 2.6270713589517065 Movie Vector: [1.2920746118144495, -1.168643250521032] User Vector: [2.1667388925382642, -0.5880407391840035] Predicted: 3.486798154358432 Movie Vector: [-0.3515338897705078, 0.44974327087402344] User Vector: [1.8329910106205984, -0.7595257655458818] Predicted: -0.9859500619875347 Movie Vector: [1.880692598281216, -0.5093571629893524] User Vector: [2.079428637144199, -0.5140752233709827] Predicted: 4.172613943870452 Movie Vector: [1.1143493155292328, -0.5321742552612202] User Vector: [1.8537125251794886, 0.017364261550028553] Predicted: 2.0564424706631814
avg loss: 9.3908830710305: 73%|███████████████████████████████████▏ | 51325/70000 [01:23<00:29, 625.87it/s]
Movie Vector: [1.7543479992701991, -0.3247281884336002] User Vector: [1.9825241931183097, -0.12270981187730075] Predicted: 3.517884686615816 Movie Vector: [2.126629025408939, -0.44175286218552096] User Vector: [1.8719594778243802, -0.6793468803574195] Predicted: 4.281066788745383 Movie Vector: [2.0937681068410052, -0.24964933689429186] User Vector: [2.1087334611342836, -0.42764015735014976] Predicted: 4.521958948463245 Movie Vector: [1.9682230045421125, 0.16768824492336903] User Vector: [0.9450596927302749, -0.6094192123516736] Predicted: 1.757895789755393 Movie Vector: [0.7969908569592897, -0.9870771438466662] User Vector: [1.9407601683716837, -0.6936384665280575] Predicted: 2.2314427861457 Movie Vector: [1.9302466928101147, 0.18482909877233603] User Vector: [1.8137797647914635, -0.44781590354088924] Predicted: 3.418272982607248 Movie Vector: [1.5568914698048986, 0.5233442682351673] User Vector: [1.6285184709874838, 0.0926265863514416] Predicted: 2.5839021089533465 Movie Vector: [2.0578638500766298, 0.15895744844249893] User Vector: [1.512119836558269, -0.5322894863525083] Predicted: 3.027125370053681 Movie Vector: [1.6107523809837339, -0.9091910545289351] User Vector: [2.0789022808454636, -0.18670827333499512] Predicted: 3.5183502906270663 Movie Vector: [2.5673966220848032, -0.24961905503982912] User Vector: [-0.18603709661681223, 0.22851534124160683] Predicted: -0.5346727969793019 Movie Vector: [2.4040562317537635, -0.3022600768060709] User Vector: [1.5686006595517126, 0.7181040098407506] Predicted: 3.553950017559145 Movie Vector: [2.139130859093717, -0.2588486666667473] User Vector: [1.951167552690769, -0.9594306864294897] Predicted: 4.422150077164625 Movie Vector: [1.9979771386586178, -0.3270908829681727] User Vector: [1.6475847280828833, -0.6382423188450118] Predicted: 3.500599864331345 Movie Vector: [1.5156297067480768, -0.9816695155666232] User Vector: [1.8754886011258352, -0.8246690360556816] Predicted: 3.6520986916612856 Movie Vector: [1.7435659916037836, -0.24093354860297245] User Vector: [2.0388559927447583, -0.44392978183526116] Predicted: 3.661837548395444 Movie Vector: [2.067310930386837, -0.017267184536386218] User Vector: [1.6748170843908554, -0.1589541535011719] Predicted: 3.4651123556611587 Movie Vector: [-0.013421038414984543, -1.3844223397367017] User Vector: [2.1177770284567026, -0.29616586823878954] Predicted: 0.3815958774040075 Movie Vector: [1.5460452372702234, -1.6378434298832794] User Vector: [1.968324156633823, -0.7277766032070899] Predicted: 4.235102315753154 Movie Vector: [1.6746779990684928, -0.03632973246118615] User Vector: [1.7735626706489354, 0.4063250509738663] Predicted: 2.955384704110773 Movie Vector: [2.3130890203116925, -0.21008316624147563] User Vector: [2.276852654812528, 0.5909904325729467] Predicted: 5.142405735421043 Movie Vector: [1.2145938707395265, -0.9508627224611581] User Vector: [1.7859126180648703, -0.142371342793144] Predicted: 2.304534122186712 Movie Vector: [1.3041902996438683, -1.67520900856936] User Vector: [1.6184062646084736, -0.24634763153679207] Predicted: 2.5233935227753985 Movie Vector: [2.489158947806661, -0.5431525365892449] User Vector: [1.316640754237801, 0.16137386096344045] Predicted: 3.18967749253644 Movie Vector: [1.9318860889032883, -0.872574738486635] User Vector: [1.715214866531949, -0.03454765240493347] Predicted: 3.343745148895745 Movie Vector: [2.3420607932341677, -0.021989784945591437] User Vector: [1.9332018431539, -0.20385124475276323] Predicted: 4.532158887291782 Movie Vector: [2.4774751947385667, -0.35064144096783073] User Vector: [1.8307159416416505, 0.7295390396492919] Predicted: 4.279746713924732 Movie Vector: [1.88801330615631, -0.342103741076651] User Vector: [1.9663285295211967, 0.03022530608256179] Predicted: 3.702114237724759 Movie Vector: [2.2956801175078034, 0.215804663101767] User Vector: [1.8929077571872066, -0.9442351730417173] Predicted: 4.141740349043852 Movie Vector: [2.1201143659788575, -0.8384487697386678] User Vector: [1.786823790643129, -0.04682932728486328] Predicted: 3.8275347798649793 Movie Vector: [1.5039979303477056, -0.8751553236305144] User Vector: [1.7671165198396273, 0.12126787253465139] Predicted: 2.5516113642879925 Movie Vector: [2.1548253348811013, -0.29583121726192] User Vector: [1.726386230567878, -0.07955595082055394] Predicted: 3.743595921189224 Movie Vector: [0.9832017362517518, -0.32174595062911987] User Vector: [1.8217339561390653, 0.18259990560536712] Predicted: 1.7323812084509154 Movie Vector: [1.5832242030209995, -0.5375465575247012] User Vector: [1.8931167700599092, -0.812733286828778] Predicted: 3.434110270024334 Movie Vector: [2.033650036496024, -0.8049269109424211] User Vector: [2.191471888265135, -0.5807975716612309] Predicted: 4.924186480790537 Movie Vector: [1.6351304825394584, 0.21480484987245388] User Vector: [2.183958448765887, -0.049932099164127705] Predicted: 3.560331375111925 Movie Vector: [1.9432630853345847, -0.6876739833735385] User Vector: [2.171039734668039, 0.2173999911339864] Predicted: 4.0694010552865105 Movie Vector: [1.5533553963606015, -0.748243481435235] User Vector: [2.0212440193646324, -0.5195122543980861] Predicted: 3.5284319627207354 Movie Vector: [2.2657579199575597, -0.2944227393771291] User Vector: [1.717226809592322, -0.20145665689569786] Predicted: 3.9501336649862457 Movie Vector: [1.6080845600347373, -0.12985464892073756] User Vector: [1.803339792000572, -0.11821342819517527] Predicted: 2.915273439228376 Movie Vector: [1.6368282401927743, -0.017623488654205436] User Vector: [1.6022117954813135, -0.5253304312551265] Predicted: 2.6318036685087174 Movie Vector: [2.169806313110598, -1.3885337323339506] User Vector: [1.6063597494543445, -0.5473890403808599] Predicted: 4.24555767277153 Movie Vector: [2.440887804245376, -0.33997917283288254] User Vector: [1.9825088978930634, -0.20431419239833543] Predicted: 4.908544360804725 Movie Vector: [2.3884049210432035, -0.025270589081149764] User Vector: [2.0474293765047875, 0.059153631867705385] Predicted: 4.888595551208866 Movie Vector: [1.7589453961833004, -0.7973541086567948] User Vector: [1.8335745028617747, 0.17872516879317418] Predicted: 3.0826501827101853 Movie Vector: [2.1477968917684587, -1.234296358125231] User Vector: [1.3771317061766069, -0.1219644390626688] Predicted: 3.1083394610377493 Movie Vector: [1.6828433762741537, -0.22771212567184163] User Vector: [-0.12434872992419144, -1.1870200018928363] Predicted: 0.061039411344982 Movie Vector: [1.8646240892759072, -0.4478922170041805] User Vector: [1.5376083876691624, 0.13048177570421904] Predicted: 2.808619867721803 Movie Vector: [1.7196482553590675, 0.7082668962205376] User Vector: [2.3325148482122415, -0.23499564432855938] Predicted: 3.8446654536933678 Movie Vector: [1.6682156434302124, -1.3017726520153758] User Vector: [1.7223111365496722, -0.202117337128783] Predicted: 3.1362972028186533 Movie Vector: [0.8433150787888528, 0.14663318932494107] User Vector: [1.9730626705835863, -0.6056825113454632] Predicted: 1.5751003431416162 Movie Vector: [2.139072347483318, -0.6006760476746872] User Vector: [1.6573952405961367, -0.6691578507328485] Predicted: 3.9472354210583527 Movie Vector: [2.187190648151825, -0.46373108872682345] User Vector: [2.1138141095732297, -0.2064142956580201] Predicted: 4.719035178444219 Movie Vector: [1.673793665619146, -0.8648327776612276] User Vector: [0.6481064683254752, -2.6950026996395064] Predicted: 3.4155231718637173 Movie Vector: [2.0628847226603133, -0.21286736763816422] User Vector: [2.219158891049094, -0.18390362233872515] Predicted: 4.617016053487346 Movie Vector: [2.0841581630055668, -0.48394382514737355] User Vector: [2.0245854231275002, -0.5339491827676555] Predicted: 4.477957646256152 Movie Vector: [1.7945866689058936, 0.22835549540550762] User Vector: [1.7268308662060736, -0.25290224332338673] Predicted: 3.04119603488536 Movie Vector: [1.7456227243916624, -0.3175832082778946] User Vector: [1.7974634209442304, 0.10360943596270598] Predicted: 3.104788376782126 Movie Vector: [1.4579119912311853, 0.5193944760383657] User Vector: [1.9010278960935407, -0.005231904596163673] Predicted: 2.7688139430333574 Movie Vector: [0.8818978521803742, 0.14437680842359205] User Vector: [1.7857561918228049, -0.6990947729063672] Predicted: 1.4739214779884988 Movie Vector: [1.9568901462152322, -0.006787328293865984] User Vector: [1.8703329760179828, -0.7369806577467553] Predicted: 3.665038300581357 Movie Vector: [1.1855333678629203, -0.6735658179498766] User Vector: [1.6692076851272053, -0.5445656619661989] Predicted: 2.3457022241412036 Movie Vector: [0.1594817209882613, -0.6081174352100058] User Vector: [1.134122197229963, -0.6186459369944443] Predicted: 0.5570811403333751 Movie Vector: [2.0117207632074074, -0.4979412373461027] User Vector: [-0.1319430987962373, -1.2497515991449928] Predicted: 0.3568701862432113 Movie Vector: [1.832704149884947, -0.5288616381278861] User Vector: [1.626481782379639, -0.43090895303075905] Predicted: 3.208751127063249 Movie Vector: [1.7285194774506396, 0.406813439399675] User Vector: [1.8918727561832192, -0.1322019714621145] Predicted: 3.2163573692149985 Movie Vector: [2.035280919806486, -0.7462223792558172] User Vector: [1.3512737912511004, -0.4939190681531441] Predicted: 3.118795226964992 Movie Vector: [1.4924702645633847, -0.43519855407250857] User Vector: [1.8966461425025638, -0.5215040144780362] Predicted: 3.0576457631277743 Movie Vector: [2.16352712056973, -0.4839784113618147] User Vector: [2.3061199705505606, -0.16094685465097738] Predicted: 5.067247902601266 Movie Vector: [1.770966082597269, -0.4822306331088115] User Vector: [1.899829722220816, -0.7370829650226474] Predicted: 3.7199779856398476 Movie Vector: [1.6158891064439764, -0.24639949673159933] User Vector: [1.9582523542799468, -0.10095179450201396] Predicted: 3.1891931183086846 Movie Vector: [1.990985848763313, -0.27043659017884164] User Vector: [1.945686030805442, 0.10876210621331457] Predicted: 3.8444201003250966 Movie Vector: [2.219499824024438, 0.08595253253905347] User Vector: [1.7909434560412514, -0.7780427400844699] Predicted: 3.9081239415873914 Movie Vector: [0.010945632080619168, 0.1836957371906383] User Vector: [1.1373008830198637, -0.6307665376370416] Predicted: -0.10342064709592413 Movie Vector: [2.2545260790519652, 1.0750349556748307] User Vector: [2.082844751463689, -0.8122999272762554] Predicted: 3.822576994477299 Movie Vector: [2.1002571332854285, 0.33699041407610575] User Vector: [1.875700460239442, -0.21021192445683362] Predicted: 3.868613868058206 Movie Vector: [2.169597334600285, -0.4695609718097611] User Vector: [1.7977507230538037, 0.18492297641393352] Predicted: 3.8135625644983873 Movie Vector: [1.8994585113095368, -0.15926110968051385] User Vector: [0.9329851894486304, -0.8500256648515389] Predicted: 1.9075426896651144 Movie Vector: [2.148838401103118, -1.432187990316548] User Vector: [1.5953275336212591, -0.5441073393048802] Predicted: 4.2073650633780275 Movie Vector: [1.4638039140404613, -0.20382739825722587] User Vector: [2.0623424232770606, -0.8117547749033108] Predicted: 3.184322775076073 Movie Vector: [2.0155334321308827, -0.6310011467444444] User Vector: [1.8690947460396765, -0.05375268871441953] Predicted: 3.8011409566825454 Movie Vector: [2.2836065542282844, 0.22182729313705568] User Vector: [1.3379194998672403, -1.4854526931379934] Predicted: 2.725767788924708 Movie Vector: [2.4544290401423923, -0.359825317673807] User Vector: [1.273396402224189, -0.03354249262321502] Predicted: 3.137530547295612 Movie Vector: [0.6020885332982779, -0.171313432066097] User Vector: [1.9143616871001097, -0.4068089456513287] Predicted: 1.2223070570632413 Movie Vector: [2.1165540070210853, -1.4395048672770885] User Vector: [2.013620467598191, -0.3091622439218281] Predicted: 4.7069770242184 Movie Vector: [1.757928789162463, 0.14778583926582486] User Vector: [1.8782405814832577, -0.3438632378142892] Predicted: 3.250995073969615 Movie Vector: [1.367007335041066, -0.48344170393215563] User Vector: [1.6481643103121146, 0.01796190621438372] Predicted: 2.244369167003409 Movie Vector: [1.6710419437358979, -0.4860319595228111] User Vector: [1.32650199825947, -0.6087833642957233] Predicted: 2.5125286490145973 Movie Vector: [2.2929905304747384, -0.02490154244605515] User Vector: [2.1925354012711065, 0.16848592483135738] Predicted: 5.023267353436528 Movie Vector: [1.9502539832585997, -0.4956654480137452] User Vector: [1.9462844901915324, -0.26336588488813245] Predicted: 3.926290448875082 Movie Vector: [1.8061605208737126, 0.13884547520723006] User Vector: [1.872200797500215, 0.1760447923519535] Predicted: 3.4059381904450334 Movie Vector: [2.0142624702408036, -0.1974482175534559] User Vector: [1.6433958600748706, 0.2647779384182628] Predicted: 3.2579506727097542 Movie Vector: [1.4425638648660013, -0.5072862391713006] User Vector: [1.7180835424126062, -0.622150198329628] Predicted: 2.7940534694157155 Movie Vector: [0.35398064636664955, -0.19701205650717749] User Vector: [1.852564923286904, -0.19595894762972055] Predicted: 0.6943784042447944 Movie Vector: [1.485436786154652, 0.9079496464448312] User Vector: [1.1383369301029886, -0.6133790143494783] Predicted: 1.1340102917980484 Movie Vector:
avg loss: 9.374624946679027: 74%|█████████████████████████████████▊ | 51461/70000 [01:23<00:28, 651.08it/s]
[0.8123498973463921, -0.1893328064305686] User Vector: [1.9031785688368306, -0.3366067216701963] Predicted: 1.6097776103036643 Movie Vector: [0.8235176912334552, -0.8263296999259659] User Vector: [1.6497982615705826, -0.09040146012421808] Predicted: 1.4333394667868886 Movie Vector: [2.132787052550339, 0.19477740531111853] User Vector: [1.8042535996850966, -0.33716232804624185] Predicted: 3.7824171135002134 Movie Vector: [2.0300663083453174, -0.5203809403763537] User Vector: [0.477024934523907, 1.0367385180004913] Predicted: 0.4288932828961316 Movie Vector: [2.0015694462083577, 0.430959145496276] User Vector: [2.1136218224018513, -0.0066935004202107] Predicted: 4.2276762353373005 Movie Vector: [2.2827221734664533, 0.5280776815675268] User Vector: [1.531579553092608, -0.6383233473171145] Predicted: 3.1590862929306924 Movie Vector: [2.5581467977398487, -0.49227640980550763] User Vector: [1.959935747977334, -0.5399590185370264] Predicted: 5.279612444551585 Movie Vector: [2.1722506590815924, -1.2486109465710435] User Vector: [0.9409510284841528, -0.908753075561586] Predicted: 3.1786605296645023 Movie Vector: [2.2711555849648493, 1.0685495244230856] User Vector: [1.5175501052778884, 0.05532491229395686] Predicted: 3.505709805786328 Movie Vector: [1.8701219235528963, -0.7723735769912189] User Vector: [0.5086465371479802, -0.8766142323023569] Predicted: 1.6283047107044832 Movie Vector: [1.7466805725547492, 0.26711365701290773] User Vector: [2.1682426707054065, -0.9750637697593113] Predicted: 3.526774500144157 Movie Vector: [0.6853808718410414, 0.17612803097090193] User Vector: [1.8032778602309274, -0.053336473608884535] Predicted: 1.2265381039410563 Movie Vector: [0.5632164947938969, 1.2290456596668797] User Vector: [1.951170315282748, -0.4346601904801042] Predicted: 0.5647140851799008 Movie Vector: [1.207289209449723, -0.7095907965980938] User Vector: [2.453395397415232, -0.5746417671246703] Predicted: 3.369718299105555 Movie Vector: [-0.5889276455511603, 1.034122771607322] User Vector: [1.519418875291893, 0.11712620417463587] Predicted: -0.773704905942727 Movie Vector: [1.436154654632456, 1.679103709749285] User Vector: [1.8001198063377994, -0.7776873759889578] Predicted: 1.2794326807198597 Movie Vector: [2.3862926999262295, 0.4853606833514855] User Vector: [1.858385165492146, -0.3455324461089076] Predicted: 4.2669430899015754 Movie Vector: [2.217590462600592, -0.6323770034084392] User Vector: [2.0538517715480435, 0.6112441846851484] Predicted: 4.168065334318243 Movie Vector: [2.1324104981898575, -0.6879739783278559] User Vector: [1.8451685801278737, -0.36017642151749174] Predicted: 4.1824488568060305 Movie Vector: [1.140468479571878, -0.4835966061919726] User Vector: [0.6456547655496374, -0.714231532579976] Predicted: 1.0817488539857 Movie Vector: [1.9259982440872303, -0.6714003816047904] User Vector: [1.5680372244889662, -0.6663773393226956] Predicted: 3.467442940943206 Movie Vector: [1.9733268040444516, -0.5312751497377742] User Vector: [2.018807976252999, -0.17979269512862292] Predicted: 4.079287282784995 Movie Vector: [1.4685435667670683, -0.10270441133773978] User Vector: [2.1084736961135797, -0.16937589538809378] Predicted: 3.1137811337558166 Movie Vector: [2.175763887438174, -0.18287068971148104] User Vector: [1.5615560744403048, -0.24137726972220272] Predicted: 3.4417181427717054 Movie Vector: [1.8580742818675733, -0.6148219362846258] User Vector: [1.922367762692574, 0.04485670852530979] Predicted: 3.544323211759492 Movie Vector: [2.21343641272895, 0.2913592580629213] User Vector: [1.6168554753499393, 0.7120369702529142] Predicted: 3.78626534662599 Movie Vector: [2.1069421262199617, -0.14644101379231997] User Vector: [2.1224334458815775, -0.21550733810316638] Predicted: 4.503403550297603 Movie Vector: [1.359790024881265, -0.5032171377286356] User Vector: [1.6009253780337445, 0.16790287676734295] Predicted: 2.092430754566288 Movie Vector: [2.0280573003539275, -0.7435819940046557] User Vector: [1.8237904513007739, -0.2684361964047006] Predicted: 3.898355861261951 Movie Vector: [2.178226992566418, -0.5054915822588302] User Vector: [1.5680675523610668, 0.07909272213188749] Predicted: 3.375626363464825 Movie Vector: [2.058570766600271, -0.13190488861148883] User Vector: [1.5556748615720528, -0.5248293749398623] Predicted: 3.271694352608631 Movie Vector: [2.1281902430545894, -0.3071240322182977] User Vector: [1.928398804506045, -0.20633253759685782] Predicted: 4.1673692013924795 Movie Vector: [1.745910662744393, -0.1772814646343281] User Vector: [1.808198711792004, -0.612138805372673] Predicted: 3.2654742752543107 Movie Vector: [1.2772291656067158, -0.04357470907510031] User Vector: [1.9518608831151694, 0.3885714155277539] Predicted: 2.476041760735053 Movie Vector: [2.130209434199306, -0.3698640310809901] User Vector: [1.7120793458842685, -0.1941330784258848] Predicted: 3.7188904176532054 Movie Vector: [2.3329643311812354, 0.5303867710616729] User Vector: [2.141767152734333, -0.6109388234007944] Predicted: 4.672632503165027 Movie Vector: [1.2592609516523157, -0.6161982387881578] User Vector: [0.5088350935948216, 0.3360090106235195] Predicted: 0.43370800363114603 Movie Vector: [1.9973274422897491, -0.5215936152647365] User Vector: [1.6342219513920435, -0.05146060225075354] Predicted: 3.290917871879304 Movie Vector: [1.6410062966294654, 0.785244341956191] User Vector: [1.9769055238627102, 0.8346382186742838] Predicted: 3.899509351294655 Movie Vector: [2.258141857098613, -0.18047185860437015] User Vector: [1.837738572058692, -0.7191934594403743] Predicted: 4.27966857229168 Movie Vector: [1.8741398884896012, 0.4445230569777895] User Vector: [2.0271364420711246, -0.5962803201935711] Predicted: 3.534076914748243 Movie Vector: [2.3239689232561975, 0.20115149321219705] User Vector: [2.1562656466435617, -0.3122783426772718] Predicted: 4.948279098157204 Movie Vector: [1.5054015637776372, 1.0567417889860995] User Vector: [2.5179015394304787, -0.3913897897505442] Predicted: 3.376854968284879 Movie Vector: [1.5133640021990644, 0.07536149259259277] User Vector: [1.622669907844965, 0.24508156836638192] Predicted: 2.4741599387832673 Movie Vector: [1.8848014985249697, 0.4313289308091461] User Vector: [1.7990651552499763, -0.07667807078503464] Predicted: 3.3578072302709954 Movie Vector: [1.9486866599795534, 0.31468270056371217] User Vector: [2.0033728631559415, -0.2787806339212379] Predicted: 3.816218530649828 Movie Vector: [1.208688696260027, -0.1925961884869763] User Vector: [0.9269788571724952, -1.169909071215623] Predicted: 1.3457488943289004 Movie Vector: [1.8012935814521094, -0.020291413397194296] User Vector: [2.087417338137783, 0.6255289124707095] Predicted: 3.7473585872445954 Movie Vector: [2.127247391770584, -1.1951312996047316] User Vector: [1.6218328819418784, 0.3664052182682282] Predicted: 3.0121374233077676 Movie Vector: [2.529433840828226, -0.20298815146689506] User Vector: [1.6260050669235242, -0.5558507365052454] Predicted: 4.225703355129239 Movie Vector: [2.0110704985964727, -0.9272326076604905] User Vector: [1.8348857732193908, -0.2154557143731319] Predicted: 3.8898622106894476 Movie Vector: [1.456771821953011, -0.6727239385012503] User Vector: [2.4564567368578585, -0.9397772283741045] Predicted: 4.210707594486787 Movie Vector: [2.0551325558354505, -0.4625254711965145] User Vector: [1.8215966222027165, -0.16646572488765715] Predicted: 3.820617159730425 Movie Vector: [1.841108833876399, 0.0316378023567366] User Vector: [2.154339686449011, -0.6739668854094174] Predicted: 3.9450509967762177 Movie Vector: [0.31059927975337553, -1.0367778905716958] User Vector: [2.1494182897066794, -0.7409741066085049] Predicted: 1.4358333438894393 Movie Vector: [2.5334857885853297, -0.48548234305462107] User Vector: [1.802540996180614, 0.2103171465354584] Predicted: 4.464606736081432 Movie Vector: [2.1893955936165925, 0.010483546380947718] User Vector: [1.8131552471123775, 0.2939411113268215] Predicted: 3.9727956538445053 Movie Vector: [1.4877869839610278, -0.165759981329892] User Vector: [2.044258126635381, -0.5787182706365822] Predicted: 3.1373489624006616 Movie Vector: [1.935342926383406, 0.026390979087485396] User Vector: [1.8630652768442852, -0.13987701894597943] Predicted: 3.6019787134493066 Movie Vector: [1.863443888463378, -0.6922518904792471] User Vector: [1.6642409582255597, -0.15657220507409556] Predicted: 3.2096070474949023 Movie Vector: [1.5617329435454907, -0.3585982405738301] User Vector: [2.248471050054668, -0.26803909264491854] Predicted: 3.6076296585061707 Movie Vector: [2.2436806073466435, -0.04270932186472639] User Vector: [1.5179641344346264, -1.1786205149125826] Predicted: 3.4561647740064756 Movie Vector: [1.6325148771416917, -0.359014618290447] User Vector: [1.5406544897001169, -0.717773777378074] Predicted: 2.7728326536748638 Movie Vector: [2.093581621924638, -0.26705952439602165] User Vector: [1.8273519043167354, -0.08262587939698543] Predicted: 3.8477763917210686 Movie Vector: [2.596418445430483, -0.5300062936214164] User Vector: [1.7996010081299905, -0.14210573777738267] Predicted: 4.7478341873057275 Movie Vector: [2.2666147029827197, 0.1688234749266082] User Vector: [1.982492894634618, 0.08733700283010601] Predicted: 4.508292079845051 Movie Vector: [1.8056782438612389, -0.19751489111908763] User Vector: [2.1971559545003028, -0.9055937547392209] Predicted: 4.1462249572768135 Movie Vector: [1.8274283576213446, 0.24676218090978014] User Vector: [2.1183875456279386, -0.4174808998828103] Predicted: 3.7681829759691152 Movie Vector: [2.434546411284373, -0.387025116406404] User Vector: [1.827133079720479, -0.04720619917360984] Predicted: 4.466510266902726 Movie Vector: [1.3085917687049566, -1.4849781517702936] User Vector: [2.0972600995646995, -1.0332079602682476] Predicted: 4.278748550357201 Movie Vector: [1.9759333455372654, -0.5209199288645777] User Vector: [1.9965863141235982, 0.2879085067604393] Predicted: 3.7951441964590042 Movie Vector: [2.2269043411755796, 0.08273577502845567] User Vector: [1.714139013060438, -0.5629235235135654] Predicted: 3.7706496955630686 Movie Vector: [1.741657757923322, -0.34709334655968416] User Vector: [1.803691663905683, -0.5511207341078707] Predicted: 3.3327039193028885 Movie Vector: [1.8692894126518518, -0.5730808206117884] User Vector: [1.6662262409621784, -0.5997019158760035] Predicted: 3.4583367373859755 Movie Vector: [1.8546205882152282, -0.3416429917325801] User Vector: [2.007290066271204, -0.7324055884146469] Predicted: 3.972982719814125 Movie Vector: [1.9707740145572032, -0.7842905677297461] User Vector: [1.6228370334780806, -0.6503371964171147] Predicted: 3.7082983844334496 Movie Vector: [0.7890967434028134, -1.2592439192078875] User Vector: [1.1197592696319718, 0.1540378286900041] Predicted: 0.6896271939558279 Movie Vector: [2.001884687822911, -0.5347964262508267] User Vector: [1.9882230974882078, -0.5764536296682391] Predicted: 4.288478715883374 Movie Vector: [1.5916726029236594, -0.6506715377959951] User Vector: [1.623141953741192, -0.5291523933281047] Predicted: 2.927814979921066 Movie Vector: [1.9501729030433483, -1.0842787630813573] User Vector: [1.922967582655722, -0.15398976205389758] Predicted: 3.917087101852952 Movie Vector: [2.5860893028820047, -0.22235585268151795] User Vector: [1.655999829190817, -0.12662600001819904] Predicted: 4.310719476050496 Movie Vector: [2.3345761923869492, -0.012525805128731972] User Vector: [1.4293185355247957, -1.3537467118105835] Predicted: 3.3538097918793692 Movie Vector: [2.1290700245384824, 0.07736231097109911] User Vector: [1.477289783702182, 0.03973444604486684] Predicted: 3.148327344608441 Movie Vector: [1.4713837591494099, -0.8386322532202062] User Vector: [1.6143026631397477, -1.4913149147482296] Predicted: 3.625923508111673 Movie Vector: [1.6499922899545583, -0.6012209374080294] User Vector: [1.8659074450622137, -0.6179986062059257] Predicted: 3.4502865994614433 Movie Vector: [1.399071049959273, -0.33920739879995265] User Vector: [1.6080743301889755, -0.0446322615465143] Predicted: 2.2649498348917967 Movie Vector: [1.5141377713550352, 0.5773263449466852] User Vector: [1.9104810009418876, 0.8028531603854473] Predicted: 3.3562397255965117 Movie Vector: [0.1475730977902904, 1.3619370206295454] User Vector: [1.8128235385801414, -0.5630429592732956] Predicted: -0.49930506510368716 Movie Vector: [1.970057762254242, -0.2967903696781293] User Vector: [1.9277477123936309, -0.5337649210716906] Predicted: 3.956190632715015 Movie Vector: [2.2778145708890007, 0.08696293150126605] User Vector: [1.9041062771720847, -0.3462968903070468] Predicted: 4.307086029912912 Movie Vector: [2.109556072023718, -0.1491055175073401] User Vector: [1.8079890511496208, -0.5473303802889603] Predicted: 3.895664260605558 Movie Vector: [1.8305076692043967, 0.15276513480833398] User Vector: [1.7892319772148957, 0.1051069922626975] Predicted: 3.2912595401199223 Movie Vector: [1.0612430472878296, -0.1817347282357147] User Vector: [1.9901411203134292, 0.2730789072057247] Predicted: 2.0623955060663004 Movie Vector: [2.0836325405087486, -0.004059603867603696] User Vector: [1.9210847421412944, -0.2945604735898126] Predicted: 4.004030480638288 Movie Vector: [0.4267127187383742, -1.4459739547447827] User Vector: [2.4687514188256836, -0.11357503681185153] Predicted: 1.2176741749554434 Movie Vector: [2.3104810385901438, 0.17075596824724534] User Vector: [1.8700307496483066, 0.11903840038078232] Predicted: 4.340997105958548 Movie Vector: [1.6872033106103503, -0.7826458747198553] User Vector: [1.2640371979135103, 0.08447627417357906] Predicted: 2.06657273756065 Movie Vector: [2.1804443631028745, -0.840355808125497] User Vector: [1.4633114642109137, -0.1714902400792977] Predicted: 3.3347820528899743 Movie Vector: [2.1093823664473006, 0.6008446565156547] User Vector: [1.4272653008861602, 0.10112675080584704] Predicted: 3.0714097257838504 Movie Vector: [0.8532074078095871, 1.2211721759865248] User Vector: [1.9706185815717887, -0.7345638192043586] Predicted: 0.7843174742655125 Movie Vector: [-0.7499623688588115, -0.5575704949734731] User Vector: [1.742929260801303, -0.16055872010212233] Predicted: -1.2176085521442348 Movie Vector: [0.7908766392305764, -1.4442669893011173] User Vector: [1.796432058847742, -0.031004249907741293] Predicted: 1.4655345639773603 Movie Vector: [1.9859913322743796, -0.3033913286663428] User Vector: [1.6463776141039428, -0.2822763274253043] Predicted: 3.355331861289623 Movie Vector: [2.4642421231748117, -1.232091336798088] User Vector: [2.0149210494102006, -0.48542259994095616] Predicted: 5.563338304901468 Movie Vector: [1.4038785885200638, -0.40461705972754225] User Vector: [1.850589058097708, -0.023201201776239702] Predicted: 2.607389956857732 Movie Vector: [1.5850569402813872, -0.0026439088821857415] User Vector: [1.8818347335412113, -0.1245519835977552] Predicted: 2.9831445089578 Movie Vector: [2.3392697880069884, -0.9970324161623128] User Vector: [1.9437812177234368, 0.16497942430761217] Predicted: 4.3825388430813845 Movie Vector: [0.3232044337021711, -0.9014218501128087] User Vector: [1.6664701508874915, -0.021665265369445196] Predicted: 0.5581400849916736 Movie Vector: [1.740064905971188, -0.4605052631535021] User Vector: [1.3726064078374651, -0.36045856934349535] Predicted: 2.55441730832061 Movie Vector: [1.695282699847406, 0.2902273998594715] User Vector: [2.04392473567158, -0.4619922747379509] Predicted: 3.330947427521854 Movie Vector: [1.749490594813105, 0.06029979081500158] User Vector: [1.9335032313450864, -0.4640564239061166] Predicted: 3.354663212991079 Movie Vector: [2.300117082249305, 0.20349613919514162] User Vector: [1.9209216244425453, -0.5323925991182381] Predicted: 4.310004803585754 Movie Vector: [0.13707810725472533, 0.2977647399564528] User Vector: [2.018677510491924, -0.4663145252500441] Predicted: 0.13786446894691776 Movie Vector: [1.9635763622616742, -0.6873701596271208] User Vector: [2.072693828915791, -1.155321242854155] Predicted: 4.864025955785953
avg loss: 9.357234533206237: 74%|█████████████████████████████████▉ | 51600/70000 [01:23<00:27, 663.49it/s]
Movie Vector: [2.247903984854734, -0.18226719226134128] User Vector: [1.5685964604949965, -0.21250408152597589] Predicted: 3.564786756459549 Movie Vector: [2.0593473934008064, 0.15295458566714132] User Vector: [1.5848376251222454, -0.3646609510508201] Predicted: 3.2079546675820567 Movie Vector: [1.470727348205104, -1.2351593816417603] User Vector: [2.028019155812878, -0.30617914689892745] Predicted: 3.360843280893109 Movie Vector: [1.6904379539963894, 0.017101655687983983] User Vector: [2.0144702946366557, -0.2947424194668893] Predicted: 3.4002964598777257 Movie Vector: [1.8711141168396315, -0.08825086281650939] User Vector: [2.0133752359290162, -0.5831435040818088] Predicted: 3.818717743823168 Movie Vector: [1.838622851293, -0.6790226337543263] User Vector: [-0.3222832118310265, 0.20255615903696056] Predicted: -0.7300974944530649 Movie Vector: [1.3907200643850897, -0.49641179082439707] User Vector: [2.0153814024553176, -0.5111002450585356] Predicted: 3.056547541723467 Movie Vector: [1.7692476558831869, -0.9692008140408761] User Vector: [1.4474672627283, -0.9463748755277267] Predicted: 3.4781553612990033 Movie Vector: [1.8264487643215852, -0.19238283771261092] User Vector: [2.0807363193026784, 0.4855695816355533] Predicted: 3.7069430252474476 Movie Vector: [1.2242443069794757, -2.368779172343471] User Vector: [1.9055816333496522, -0.46501879919600786] Predicted: 3.4344243123966365 Movie Vector: [0.835132447779329, -0.27178139445564553] User Vector: [1.6537273266543822, -0.466337896935285] Predicted: 1.507823314185025 Movie Vector: [1.6726225199423974, -0.04234829354926556] User Vector: [2.16188140648221, -0.17799320609938984] Predicted: 3.62354923446856 Movie Vector: [2.076044246060322, 0.07085348002886875] User Vector: [1.4898902591048715, -0.8446890760478214] Predicted: 3.033228939095633 Movie Vector: [1.885657170465814, -0.18037428133022093] User Vector: [1.8620652274714435, -0.694412365577975] Predicted: 3.6364707794445303 Movie Vector: [0.5786543176395876, -0.5929258240691412] User Vector: [1.551237442982368, -0.3620276123406816] Predicted: 1.112285764448823 Movie Vector: [1.759832961110511, -0.526781611123399] User Vector: [0.5631719473560463, -0.9816155884741954] Predicted: 1.5081855969302438 Movie Vector: [1.580062162704165, 0.2160638833528626] User Vector: [2.165581756625685, -0.6808051372590157] Predicted: 3.2746563921239034 Movie Vector: [2.2243420735590993, -1.4071175381025438] User Vector: [1.6302141516386326, -0.11002666769649908] Predicted: 3.7809743801759885 Movie Vector: [1.8350701246259777, -0.1659308555007231] User Vector: [1.7638071213736621, -0.2350510866245594] Predicted: 3.275711981925341 Movie Vector: [2.0297680884453717, -0.2995226122369117] User Vector: [1.9801889507246662, -0.4871976543430602] Predicted: 4.165251055377581 Movie Vector: [1.5396539037940824, -0.8727084425140464] User Vector: [1.6584611788190255, -0.22552548750055662] Predicted: 2.75027422520348 Movie Vector: [1.6279921137470743, -0.6332225552944417] User Vector: [1.8142701224561277, -0.9428652121221563] Predicted: 3.5506609704837424 Movie Vector: [1.4209089211686226, -1.625939466623628] User Vector: [1.6584803417251448, 0.2468648325009042] Predicted: 1.9551622390553924 Movie Vector: [1.4992064617640197, -0.5673333389884884] User Vector: [1.695937867019142, -0.4563256694680503] Predicted: 2.801449774710853 Movie Vector: [1.8323921092393118, -0.2696116667938018] User Vector: [1.9608563856317138, -0.6475554292316282] Predicted: 3.7676462669995847 Movie Vector: [2.115834239363635, 0.13995732547837125] User Vector: [1.822825438431676, -0.16026634289974115] Predicted: 3.8343660263003225 Movie Vector: [2.181566142409844, -0.3585367321946302] User Vector: [1.717309960719323, -0.07111664494473449] Predicted: 3.7719231958115853 Movie Vector: [1.688669117380448, -0.5647694127225827] User Vector: [2.0664222957944376, 0.3610857465882111] Predicted: 3.2855733293313527 Movie Vector: [2.15314979278494, 0.08112683333721525] User Vector: [1.6582369672069028, -0.359209337596589] Predicted: 3.5412910662655 Movie Vector: [1.527271932521907, -0.5446040756979952] User Vector: [1.4952347047861585, 0.5880634196966513] Predicted: 1.9633682620168824 Movie Vector: [1.8032385422669355, -0.9914245435156721] User Vector: [2.0594029285221356, 0.05902694534558081] Predicted: 3.6550739724241468 Movie Vector: [2.042133624230335, -0.28579634797822123] User Vector: [2.2965636240407408, -0.4160385190024921] Predicted: 4.808792086187052 Movie Vector: [2.0691391059006095, -0.18860669445465025] User Vector: [1.5368865981375652, -0.24159354215335252] Predicted: 3.225598320928125 Movie Vector: [1.781544068167365, -0.47283608452586573] User Vector: [1.920484491932179, 0.1797565180932092] Predicted: 3.3364323864259933 Movie Vector: [1.9762588275667572, -0.6944393762061983] User Vector: [0.675070736485899, 0.3608449685898778] Predicted: 1.0835295473175501 Movie Vector: [-1.220282167235021, -0.3348238999915251] User Vector: [1.8270325307350441, 0.18169073461760823] Predicted: -2.2903296165712375 Movie Vector: [2.0464285446370334, 0.37622900031362216] User Vector: [1.6298169372710056, 0.024590262968338748] Predicted: 3.344555473018318 Movie Vector: [1.889411557403774, -0.8803678725958] User Vector: [0.9540661005704772, -0.5904709020080333] Predicted: 2.3224551287755464 Movie Vector: [1.6428635992338694, 0.6436432321607961] User Vector: [1.4890145208973626, -0.969134626716161] Predicted: 1.8224708115744002 Movie Vector: [2.108682969042011, -0.32353925621060275] User Vector: [2.2787720422430984, -0.16555687312272158] Predicted: 4.858771943397782 Movie Vector: [1.5864843064636218, -0.00273838120015765] User Vector: [1.684580091010775, -0.4470227708587299] Predicted: 2.6737839961214163 Movie Vector: [2.1056872765407397, -0.37487665370132633] User Vector: [1.5529582475915888, -0.17811740588079] Predicted: 3.336816480035164 Movie Vector: [0.4402018442406565, -0.9696072256559498] User Vector: [1.1690391289067714, 0.012806690283589786] Predicted: 0.5021957210985448 Movie Vector: [1.4537186564120248, -0.6221113867237844] User Vector: [1.819901698269422, -0.6105235751356292] Predicted: 3.025438719565375 Movie Vector: [1.4774236934875282, 0.03451243544347707] User Vector: [1.7397003692442148, -0.07479647098757439] Predicted: 2.5676931367140456 Movie Vector: [2.043234718277015, -0.006779953938565738] User Vector: [2.2629025223458004, -0.1699369713091663] Predicted: 4.624793162571504 Movie Vector: [1.9171286307925448, -0.2134848060458239] User Vector: [1.8448530418682296, -0.22005126510442924] Predicted: 3.5837981878212575 Movie Vector: [2.3388623219090454, -0.7288028476193127] User Vector: [1.7314526384527997, -0.6268515211732996] Predicted: 4.506480511912857 Movie Vector: [1.9954438355288844, -0.05361933042285005] User Vector: [2.10378500793467, 0.3867171976200515] Predicted: 4.177249308161934 Movie Vector: [1.8547497748822448, -0.4801375811286518] User Vector: [1.7990165516611465, -0.0952562642337047] Predicted: 3.3824616564994665 Movie Vector: [2.114490078011917, -0.30446045478628403] User Vector: [2.2280817047524213, 0.32297971415509485] Predicted: 4.612922107040467 Movie Vector: [2.339667411799803, 0.43418747382298584] User Vector: [1.6387889999495038, -0.28948386343069055] Predicted: 3.7085309506223534 Movie Vector: [1.7913854325986531, 0.22882433103924174] User Vector: [2.0681803084387016, 0.7412236986510873] Predicted: 3.8745180935187467 Movie Vector: [1.1444352288109716, 0.3784886042469849] User Vector: [1.6685321915799853, -1.1133563164212497] Predicted: 1.488134342217469 Movie Vector: [0.8655870915502595, -0.8286349122078415] User Vector: [1.841393449092016, -0.5820756044291563] Predicted: 2.0762145673737393 Movie Vector: [1.1652500970894693, 0.033448970561787805] User Vector: [1.609528906133618, -0.14817025169831877] Predicted: 1.8705475717533158 Movie Vector: [0.8709514934220778, 0.7040310099096093] User Vector: [0.9514973289472183, -0.004014088865519877] Predicted: 0.825881976595839 Movie Vector: [1.8557760188302113, 0.5050678217850914] User Vector: [1.169504951195492, 0.7201307801246284] Predicted: 2.5340541268497354 Movie Vector: [1.250867591703195, -0.5815373444548285] User Vector: [1.9482239841886158, -0.5366448943376646] Predicted: 2.749049289968785 Movie Vector: [1.657033813329622, -1.7230872010841245] User Vector: [1.1962237137077416, -0.5779966371270712] Predicted: 2.9781217496237824 Movie Vector: [1.9732631842542763, -0.7972105208307185] User Vector: [1.901750188872948, -0.31176193862481005] Predicted: 4.001193530817884 Movie Vector: [1.7338151800916046, -0.1524372685600046] User Vector: [1.5559016461400315, 0.16051925418169868] Predicted: 2.673176776148355 Movie Vector: [1.9960273399907569, -0.6465877443631687] User Vector: [1.107475025502168, -0.3052803252990283] Predicted: 2.407940946192841 Movie Vector: [0.5926701243942641, -2.679850523619929] User Vector: [1.6694763285864753, -0.2837890139695815] Predicted: 1.749960881020592 Movie Vector: [2.001315671564265, -0.49460422288475625] User Vector: [0.5226320384373517, -1.0166936743083947] Predicted: 1.5488126736794006 Movie Vector: [2.1991916779537246, -0.3592666347642921] User Vector: [0.5186909511050537, 0.11043403400265672] Predicted: 1.1010255593405565 Movie Vector: [1.8281695643735607, -0.870485692672016] User Vector: [1.6874408491663573, -0.08015284681800883] Predicted: 3.154699908508619 Movie Vector: [1.051910962289969, -0.912184330811033] User Vector: [2.459691888737847, -0.11835648694492965] Predicted: 2.6953397944600654 Movie Vector: [1.5882734575851485, -0.4874139805978419] User Vector: [1.815453389099934, -0.065740235285388] Predicted: 2.9154791411563177 Movie Vector: [2.187378957784737, 0.07371206938657691] User Vector: [1.7588242891942403, -0.10621672688150237] Predicted: 3.839385785882274 Movie Vector: [1.743565621199958, -0.4756693420269282] User Vector: [1.5900582317407161, 0.5620676199733678] Predicted: 2.505012533601735 Movie Vector: [1.497053173700872, -1.1486864622395472] User Vector: [1.9896204552485695, -0.428222470658941] Predicted: 3.470460971862742 Movie Vector: [1.2948994823971185, -0.4721117139873085] User Vector: [2.34657151689415, -0.13251902292214493] Predicted: 3.1011380256817533 Movie Vector: [1.709245405913026, -0.04536354909056354] User Vector: [2.074300114372567, 0.5297851439471096] Predicted: 3.521455006591278 Movie Vector: [1.3629817934320467, 0.42138429868279] User Vector: [1.7323372069926912, -0.06531840857337505] Predicted: 2.3336199214281934 Movie Vector: [0.2179107274341201, -0.9195691504982925] User Vector: [1.808057771464124, -0.6892462324036254] Predicted: 1.0278047566382118 Movie Vector: [1.9574990012400362, 0.8496543488537976] User Vector: [1.9599978105873501, -0.8919050021381293] Predicted: 3.078882792826278 Movie Vector: [1.5469298459580971, -0.232739829462132] User Vector: [1.6364774429000912, -0.4469397423744723] Predicted: 2.635536478079423 Movie Vector: [1.8323254156640754, -0.1604854882493309] User Vector: [1.6381462456952283, -0.45694586320314734] Predicted: 3.0749501805217228 Movie Vector: [2.349137499960716, -0.1245911359697566] User Vector: [1.5177010560449637, 0.09735001159420228] Predicted: 3.553159515954014 Movie Vector: [1.5297367195887117, -0.5436346953681449] User Vector: [1.9424718730181367, -0.22433193801074086] Predicted: 3.09342517570592 Movie Vector: [1.8888266866659003, -0.42814440361196626] User Vector: [2.3540321913373554, -0.7074937599468109] Predicted: 4.749268318180221 Movie Vector: [1.2076417587093347, -1.6565329121639651] User Vector: [1.8384247835352103, -0.579233672118645] Predicted: 3.1796781805414156 Movie Vector: [0.7166254079507457, -0.7698269312567583] User Vector: [1.6463516557408235, 0.13211508986609816] Predicted: 1.0781116727213242 Movie Vector: [1.0485692645214935, -1.2099908678730187] User Vector: [1.6594226272465744, 0.1514176753169321] Predicted: 1.5568055594142152 Movie Vector: [2.032365904295941, -0.4125789424856738] User Vector: [1.047460212226096, 0.3900018130305368] Predicted: 1.9679158858472738 Movie Vector: [2.292847734222688, -0.49971015628855237] User Vector: [1.7587325225612167, -0.6976145217213243] Predicted: 4.381110941136765 Movie Vector: [1.7903034472206028, -0.2898939184245464] User Vector: [1.7317025941157138, -0.3235691895291186] Predicted: 3.1940738640402735 Movie Vector: [1.9677073846245736, -0.1644630291046342] User Vector: [1.7767972079317416, -0.4869246570246917] Predicted: 3.576298091067628 Movie Vector: [1.7247494818294886, -0.5832837664922471] User Vector: [1.7103881016127052, -0.5827400749442017] Predicted: 3.2898938177832644 Movie Vector: [2.052731473084367, 0.07530904417987058] User Vector: [1.4826068209181626, -0.3254241849642827] Predicted: 3.0188862991855965 Movie Vector: [1.8193765769998642, 0.015765234465127426] User Vector: [1.8154311123230606, -0.5710233655879069] Predicted: 3.2939505256738264 Movie Vector: [2.3611619440373652, 0.4303905724311918] User Vector: [2.0252941189687808, -0.455594814737135] Predicted: 4.585963686080371 Movie Vector: [1.4148435813521807, -0.872606519869798] User Vector: [2.3753436824689773, -0.7123244814338818] Predicted: 3.9823187494087633 Movie Vector: [1.9481500562471181, -0.6290632901237025] User Vector: [1.6025763092781498, -0.6308739445213069] Predicted: 3.518918766254418 Movie Vector: [1.5532965734585782, 0.2244783200761167] User Vector: [2.051995169209843, 0.5209522451151408] Predicted: 3.304299549910532 Movie Vector: [2.0353707608548457, -0.3098001772231987] User Vector: [2.028980494001711, -0.19211575835244457] Predicted: 4.18924506782086 Movie Vector: [0.8072114264276076, -1.6300184324547677] User Vector: [1.1602263965521569, -0.15982137343021763] Predicted: 1.197059789131321 Movie Vector: [1.5957292045648395, -0.5768684827603047] User Vector: [1.723963258907401, -0.8986277846606369] Predicted: 3.2693685665387506 Movie Vector: [2.2020573047924517, -0.6369998065296528] User Vector: [1.6107896550949403, -0.183824259459954] Predicted: 3.6641471441973748 Movie Vector: [1.0617961579220605, -1.5164080967939833] User Vector: [1.7405771293943406, 0.030894415265223296] Predicted: 1.8012895671040199 Movie Vector: [1.8086737581788834, -0.4526401740336328] User Vector: [1.2802976422690262, 0.4704186111426789] Predicted: 2.1027103862140013 Movie Vector: [1.700461244108131, -1.065137247838451] User Vector: [1.8456333324457852, -0.11914198836747578] Predicted: 3.2653305222499296 Movie Vector: [2.0524927537471327, -1.4296691901327043] User Vector: [1.822831090471273, -0.7102873426820722] Predicted: 4.756823534471061 Movie Vector: [1.7825093531973009, 0.08773048189526073] User Vector: [1.9200555352677071, -0.1755364833776723] Predicted: 3.4071170499960153 Movie Vector: [2.290198002196922, -0.33989055834630477] User Vector: [2.073546270612045, -0.5453179455778436] Predicted: 4.934179947417297 Movie Vector: [1.994417394988192, -0.06341235459590024] User Vector: [1.129410449108057, 1.2711325844520844] Predicted: 2.1719103355988563 Movie Vector: [1.8851487407903655, -0.5981553141470595] User Vector: [0.4557712485107796, -0.8547763642442304] Predicted: 1.3704856198985378 Movie Vector: [2.4095358874280826, 0.47222504076834515] User Vector: [1.8682525999775548, 0.07121047357298065] Predicted: 4.535249055212874 Movie Vector: [1.4893343727063382, 1.2124294451228073] User Vector: [1.7395326249399838, -0.5409576352782831] Predicted: 1.9348727651918058 Movie Vector: [1.224451781756178, 0.22771215152716884] User Vector: [1.3926494225896433, -0.45747586566735615] Predicted: 1.6010592532087335 Movie Vector: [1.1316599763992183, -0.03129126768846432] User Vector: [1.7118749024452127, -0.07164460742116825] Predicted: 1.9395021622888142 Movie Vector: [1.9528733587696325, 0.20059512336577287] User Vector: [2.0030442564899253, -0.030502023979927864] Predicted: 3.9055732076725422 Movie Vector: [2.064855901106184, -0.6470816602060806] User Vector: [1.2044740483763645, -1.068867326029737] Predicted: 3.1787097903865478 Movie Vector: [2.2847400495541548, -0.5776218460636356] User Vector: [2.043044093763888, -0.19140954218204304] Predicted: 4.778386997136815 Movie Vector: [1.6983704225384486, -1.0174081848453396] User Vector: [1.7272890049112053, 0.04214289814486119] Predicted: 2.890700027611375 Movie Vector: [1.6939183011400045, 0.43946457574565445] User Vector: [1.9206986111600752, -0.7640547867637599] Predicted: 2.9177315157066688 Movie Vector: [1.8267134698073466, -0.14285313821544157] User Vector: [2.0226039188456237, 1.0021677227253405] Predicted: 3.551555018430889 Movie Vector: [1.5005200847891813, -0.05605449307703392] User Vector: [2.1020129709802156, -0.5851529565314827] Predicted: 3.186913133794092 Movie Vector: [1.431571561394911, 0.09534515078732189] User Vector: [1.476481418939125, -0.49636238482510325] Predicted: 2.066363063854953 Movie Vector: [2.081013921331993, -0.39446578207829275] User Vector: [2.1205755059479605, 0.0731043284044722] Predicted: 4.3841099930359615 Movie Vector: [2.1918565431131354, -0.20789747386289262] User Vector: [1.7764283051340244, -0.9175943057521369] Predicted: 4.084441542176233 Movie Vector: [1.6215334413357072, 0.10418652954077923] User Vector: [1.7225231451234908, -0.3782678333475336] Predicted: 2.7537184704991104 Movie Vector: [2.3261175096704103, -0.11204484165327624] User Vector: [2.0413608847961937, 0.18838488135260606] Predicted:
avg loss: 9.339218689571274: 74%|█████████████████████████████████▉ | 51732/70000 [01:24<00:29, 622.08it/s]
4.7273377434796835 Movie Vector: [2.2030300616247755, -0.31696642930865193] User Vector: [0.894609172744866, 0.9296962614601683] Predicted: 1.6761683966255791 Movie Vector: [1.775241068632005, -0.8001077419268265] User Vector: [2.0658288584053444, -0.19716992521419227] Predicted: 3.825101413845347 Movie Vector: [1.9267877838210137, -0.2995189049099898] User Vector: [1.359530859280682, -0.4636349479758125] Predicted: 2.7583948832854195 Movie Vector: [2.0786059603780025, -0.3028839846711896] User Vector: [1.8276898660192185, 0.49792860935304806] Predicted: 3.648232447947385 Movie Vector: [2.1381507257977037, 0.09835710699186022] User Vector: [1.8619376837651709, -0.5956537670345168] Predicted: 3.922516628638277 Movie Vector: [1.4870553620319935, 0.2879225317390219] User Vector: [1.896054982721167, 0.1298835362284976] Predicted: 2.856935125345116 Movie Vector: [1.960862007547747, -0.3127132021480776] User Vector: [1.950786476212167, -0.42892136880880855] Predicted: 3.9593524607523243 Movie Vector: [1.6351981421327135, -0.1964973914244283] User Vector: [1.8391956178327225, -0.2702294923687383] Predicted: 3.0605486476351005 Movie Vector: [2.2655786786891854, -0.4596879924241768] User Vector: [1.949260118518997, -0.48749852548102285] Predicted: 4.640299382223912 Movie Vector: [2.133951717322804, -1.4271106919360748] User Vector: [1.6099891219353704, -0.2817158283609] Predicted: 3.837678722366485 Movie Vector: [1.4836603733755, -0.8650941742961312] User Vector: [1.6946471904201434, 0.0015232506292441467] Predicted: 2.51296312803314 Movie Vector: [2.144642840202864, 0.09628021020032371] User Vector: [1.6989232383483073, -0.8210527175635911] Predicted: 3.564532430945391 Movie Vector: [1.9153870569335365, -0.4361270031258471] User Vector: [2.1503003236562894, -0.0030004167014749915] Predicted: 4.119965971195394 Movie Vector: [1.4184880903440815, -1.3733939781195283] User Vector: [1.756155377588404, -0.6757218705347814] Predicted: 3.419117835778997 Movie Vector: [1.0845747028971395, -0.36316753131158064] User Vector: [2.3017374722497874, 0.47299684212643944] Predicted: 2.3246291396392937 Movie Vector: [1.88399326049882, -0.07410614532371379] User Vector: [2.18194321755856, -0.8284085893207123] Predicted: 4.172156483979051 Movie Vector: [2.211665148139729, -0.08025309239876004] User Vector: [1.636622312694577, -0.7297724050712671] Predicted: 3.678227021908687 Movie Vector: [1.6291380861419231, -1.019097335469696] User Vector: [1.44387961137, -0.7935598557692103] Predicted: 3.1609940012367845 Movie Vector: [1.857061006531293, -0.3425334340472156] User Vector: [1.1269872651453041, -0.8190033490820597] Predicted: 2.373420134615936 Movie Vector: [2.12297530806067, -0.7561113881656671] User Vector: [2.0093068762913546, -0.5299427289483141] Predicted: 4.666404617116473 Movie Vector: [1.6808457900129454, -0.22830800600385417] User Vector: [1.3094496204241959, 0.46073652686775873] Predicted: 2.0957930439817396 Movie Vector: [2.512950251667693, -0.1879143698379708] User Vector: [2.169516944963994, -0.21877983204247026] Predicted: 5.4930000271161115 Movie Vector: [1.6175374017846098, 0.2407875220891942] User Vector: [1.8576537579009256, -0.3284410635230509] Predicted: 2.9257399231324244 Movie Vector: [0.37395604477951117, 0.7465363841912918] User Vector: [0.6989178879255196, 0.35537082429184313] Predicted: 0.5266618192081884 Movie Vector: [2.1697329236365097, -0.017261400266292876] User Vector: [1.9211116253931093, -0.32649023445397757] Predicted: 4.173934822216224 Movie Vector: [1.5863050505392802, -0.14364920703274597] User Vector: [2.185708112983804, -0.99048727658895] Predicted: 3.609482530488915 Movie Vector: [1.3584855262406927, 0.012725227504669936] User Vector: [1.7473857193709277, -0.4968176234058139] Predicted: 2.3674760912389177 Movie Vector: [2.305114480701196, -0.579530694017519] User Vector: [1.6146217442568478, -0.27742512017716786] Predicted: 3.8826643359756505 Movie Vector: [2.006773650940084, -0.22008140949836186] User Vector: [1.8109175020347312, -0.4828450122755171] Predicted: 3.740366737980384 Movie Vector: [2.376138716274314, -0.0518908092538695] User Vector: [1.503810097149775, -0.23321047230530825] Predicted: 3.5853628738962176 Movie Vector: [1.737980832667503, -0.26377257385192776] User Vector: [2.1522319812953254, -0.5388152498197681] Predicted: 3.882662616220909 Movie Vector: [2.240409713484483, -1.4082019777615666] User Vector: [1.9130087528906725, -0.8178301562981032] Predicted: 5.43759343552914 Movie Vector: [0.8192030473430364, -0.14879082988300496] User Vector: [1.4017180389534771, -0.6800949038349396] Predicted: 1.2494835741671966 Movie Vector: [1.5221856125514286, -0.6312945323534939] User Vector: [1.9116332219161545, -0.7941637426928453] Predicted: 3.4112118154314826 Movie Vector: [2.075369793845479, -0.6684588381260368] User Vector: [1.4293851793940229, -0.6851200521177617] Predicted: 3.424477379100245 Movie Vector: [2.0032396180270298, -0.07668414439166428] User Vector: [1.8782710684836905, -0.8652258551005526] Predicted: 3.828976122184421 Movie Vector: [2.156548442667241, -0.483491361133565] User Vector: [1.7235040227303065, -0.2533255736663612] Predicted: 3.839300642571658 Movie Vector: [1.502505390083101, -1.127511324047183] User Vector: [1.9543731659056653, -0.42949336480589967] Predicted: 3.4207148484288163 Movie Vector: [1.741856009656252, -0.4884992221692238] User Vector: [2.1537742809703615, -0.4330105757687478] Predicted: 3.9630900042053785 Movie Vector: [1.7804390737299118, 0.03276367266634387] User Vector: [1.8871113887070534, 0.2541986107096637] Predicted: 3.3682153330082847 Movie Vector: [1.763958791113798, 0.10678010402635943] User Vector: [2.1008449671475513, -0.8037168102967548] Predicted: 3.61998298395588 Movie Vector: [1.172793709679289, -0.9001056353472895] User Vector: [1.8122174791085468, -0.012141986545908057] Predicted: 2.136286330583645 Movie Vector: [1.2893950264263097, -0.640868216169084] User Vector: [1.998073938566313, 0.3895577470040498] Predicted: 2.3266514204020994 Movie Vector: [1.8900927052127738, -0.23230769171799245] User Vector: [1.659163836039569, -0.4783346530678685] Predicted: 3.2470942823741558 Movie Vector: [1.994338898754609, -0.5182658410821364] User Vector: [1.805024870303477, -0.006621742307846642] Predicted: 3.6032631349123228 Movie Vector: [2.1209440129151007, 0.0777241258711042] User Vector: [2.078682674211757, -0.14703902277840716] Predicted: 4.397341093105383 Movie Vector: [1.175596412911789, 0.42832405626808334] User Vector: [1.6687531609588753, -0.14647019575226744] Predicted: 1.8990435216914716 Movie Vector: [1.7120415881326214, -1.7496660997363083] User Vector: [0.4085109816044915, 0.7912338978519025] Predicted: -0.685007338317925 Movie Vector: [2.365937044008557, 0.17428606751313036] User Vector: [2.0546732745106513, -0.41555163131500794] Predicted: 4.788802753828554 Movie Vector: [1.502731857379234, -0.5929523914936362] User Vector: [1.9277461637143884, 0.05487065501518868] Predicted: 2.864349887040138 Movie Vector: [1.9796116472182792, -0.0020020583401722733] User Vector: [1.7680995365311951, -0.9168043225032982] Predicted: 3.501985931698569 Movie Vector: [1.7836846644811264, -0.07245544536475147] User Vector: [1.6487065418564117, -0.6606322435727315] Predicted: 2.988638978369369 Movie Vector: [1.9701209700110853, -0.5356371242194763] User Vector: [1.8593429058280977, -0.628225556530268] Predicted: 3.9996313796743346 Movie Vector: [2.3492111534790237, -0.1959916825064029] User Vector: [2.1149877583951646, -0.5838878510952183] Predicted: 5.082989993824719 Movie Vector: [1.8541161773964954, -0.2239444256407123] User Vector: [1.8143743144637685, -0.21234533584735243] Predicted: 3.4116143225737687 Movie Vector: [1.7347188668107922, -0.5286351801993519] User Vector: [1.850558611322641, -0.10859891572631902] Predicted: 3.2676081445850023 Movie Vector: [2.1397857781726657, -0.3924396919384368] User Vector: [-0.09134708939250691, 0.5745492715450081] Predicted: -0.42093914188812975 Movie Vector: [2.111479740514546, -0.2675269479993132] User Vector: [1.936040656536625, -0.22204642549868372] Predicted: 4.1473140256173835 Movie Vector: [1.7697326937327615, -0.011838487239409248] User Vector: [1.67471405427075, -0.07409296425235981] Predicted: 2.96467336310852 Movie Vector: [1.8087973750607749, -0.9275781659356052] User Vector: [1.8873994875418276, -0.17714372925194904] Predicted: 3.578237894243226 Movie Vector: [1.713412040992912, 0.006976640650541564] User Vector: [1.992554380838418, -0.20571337796373848] Predicted: 3.41263148014666 Movie Vector: [1.5208013783774346, -0.8650607897311552] User Vector: [1.6142706959215978, -0.5919857079526089] Predicted: 2.9670887234629073 Movie Vector: [2.167803077965739, -0.29141831171827803] User Vector: [1.527145273269589, -0.37383382201640564] Predicted: 3.4194922451698564 Movie Vector: [1.662839508337389, -1.0574773265982735] User Vector: [1.6162171021189204, -0.24597147219501625] Predicted: 2.947618906290133 Movie Vector: [2.26622465440111, -0.45446446378225] User Vector: [1.4841010111484023, -1.2651660649273782] Predicted: 3.938279318378846 Movie Vector: [2.0342298277588213, 0.43740788500024896] User Vector: [2.1295811627244983, -0.5138461918112839] Predicted: 4.107297145871881 Movie Vector: [1.441344606579251, 0.4449881638820634] User Vector: [1.7105547445359877, -0.2061743961412925] Predicted: 2.373753689317087 Movie Vector: [0.9844942127178384, -0.6511551081871811] User Vector: [2.1507669638098874, -0.566956672691802] Predicted: 2.4865943623196256 Movie Vector: [2.297130431786876, -0.4675789008592973] User Vector: [1.9456426516621392, -0.5072683035425565] Predicted: 4.706582900326802 Movie Vector: [1.8528946627878773, -0.27638245325260125] User Vector: [1.5080557173065423, 0.01934013068375925] Predicted: 2.7889231170194324 Movie Vector: [1.7756919707774101, -0.5448162515860339] User Vector: [2.1509943515053966, 0.5523344587150015] Predicted: 3.518582609736787 Movie Vector: [2.1187948464054545, -0.4570522274307878] User Vector: [0.7112750066960983, -0.6523859444999918] Predicted: 1.8052202676429578 Movie Vector: [1.6336440760570712, -0.31221389232942737] User Vector: [0.9205379660621944, -0.6975267479427099] Predicted: 1.7216089360222098 Movie Vector: [1.9453246033886669, -0.20104886349978393] User Vector: [0.8416263103699386, -0.5380797866334743] Predicted: 1.745416697996734 Movie Vector: [1.63251022805042, -0.6931650330303527] User Vector: [1.684959076111062, -0.6321946049597615] Predicted: 3.188928119826239 Movie Vector: [1.8362738301225223, -0.5224795485440555] User Vector: [1.7294022629557557, -0.64981924450462] Predicted: 3.5151733827243365 Movie Vector: [1.5930725961035865, -0.6736429804684175] User Vector: [2.4522246800021033, -0.6346768875098961] Predicted: 4.334117567336822 Movie Vector: [2.4131634237929855, -1.219785765290566] User Vector: [1.9051622626736422, -0.8141896377655528] Predicted: 5.590604819068221 Movie Vector: [1.5444643494014172, -1.1588906852318144] User Vector: [1.9999149322013376, -0.1674622739050328] Predicted: 3.2828677839768 Movie Vector: [2.309011089811474, -0.12365979743185593] User Vector: [1.8732367567337054, -0.570522468990104] Predicted: 4.395875138086243 Movie Vector: [1.9047430514381738, -0.4827846789316837] User Vector: [1.5453088850887189, -0.2008776243504211] Predicted: 3.040397000574986 Movie Vector: [0.3434268504038999, -1.0837712662016794] User Vector: [1.7658804355550175, -0.07313790189869687] Predicted: 0.6857155127206116 Movie Vector: [2.1674593092900283, 0.10225753291940153] User Vector: [1.5922365773239644, -0.4402835830558397] Predicted: 3.406085679124714 Movie Vector: [2.0192358771690193, -0.022548223612051495] User Vector: [1.933015827522352, 0.5297095800857885] Predicted: 3.8912709000074734 Movie Vector: [2.026259093353891, -0.7461068873629011] User Vector: [1.9528968255214438, -0.3357862646803328] Predicted: 4.20760739585463 Movie Vector: [1.7624977571236304, 0.1770908632784472] User Vector: [2.0821406660535517, -0.6923026881479454] Predicted: 3.5471677732411777 Movie Vector: [2.1747183287094867, -0.4425408119567794] User Vector: [1.7743164950655075, -0.4912957641863598] Predicted: 4.076057029144493 Movie Vector: [0.8392895640956356, -0.6218394414518458] User Vector: [0.6871625363019884, -0.3966500913777057] Predicted: 0.8233810168298834 Movie Vector: [2.0664467320863276, 0.3190546761312187] User Vector: [1.9444390911611582, -0.5798921394535077] Predicted: 3.8330625069265056 Movie Vector: [1.9850821922608892, -0.01789604150395449] User Vector: [1.7137764311121855, -0.22427573449481436] Predicted: 3.4060007227700693 Movie Vector: [0.546233674473873, 0.5795341755844049] User Vector: [1.9113148407264693, -0.6476818823985078] Predicted: 0.66867074276969 Movie Vector: [1.5727114335660817, 1.186500953163252] User Vector: [1.930172083279497, -0.42400143776913335] Predicted: 2.5325255940680624 Movie Vector: [1.6301869057998857, -0.19576110006029618] User Vector: [2.1180558763342594, -0.6886940278998794] Predicted: 3.5876464558592485 Movie Vector: [2.096102143605563, 0.8814077269013983] User Vector: [2.356584103859393, -0.5942345354638738] Predicted: 4.415878080536947 Movie Vector: [1.5534516610868252, -1.1387072848490511] User Vector: [2.084708622775283, -1.1595271453756] Predicted: 4.5588560803517115 Movie Vector: [1.8340902355429871, 0.03999061797410714] User Vector: [2.0760423082107335, -0.6753123555588043] Predicted: 3.780642767639084 Movie Vector: [2.0341342067959713, 0.45849549820795354] User Vector: [1.8721507359521383, -0.5454453081032784] Predicted: 3.558121633994493 Movie Vector: [1.415832389426529, -0.6886676760707404] User Vector: [1.6521376071999185, -0.12389543328916568] Predicted: 2.4244727161823163 Movie Vector: [0.8432147694032572, -0.7021399256183009] User Vector: [2.1782509114805246, 0.06217168940726484] Predicted: 1.7930801146505044 Movie Vector: [1.8802976890839367, 0.5201672102158311] User Vector: [1.4539135567112194, 0.8039393924913978] Predicted: 3.151973211786774 Movie Vector: [1.6992613094043574, 0.39787350015776435] User Vector: [1.9452466053039974, -0.21255432341350133] Predicted: 3.2209125610130567 Movie Vector: [2.2030539217392735, -1.2391901476113292] User Vector: [1.9819755466288802, 0.3875440057747977] Predicted: 3.8861582870701374 Movie Vector: [0.07555955041859319, -0.2785520279389834] User Vector: [1.7511733979391713, -0.19363414732450074] Predicted: 0.18625505906875953 Movie Vector: [0.9395961457314667, -0.7652061750776468] User Vector: [1.4209008768310296, -0.5840776318543159] Predicted: 1.7820127979565479 Movie Vector: [1.8981111434686062, -1.0222861019546774] User Vector: [1.7021033738060147, -0.25665342374295624] Predicted: 3.493154609268216 Movie Vector: [2.0304451076302583, -0.3499594345012676] User Vector: [0.8746336302543425, 0.4225932354564895] Predicted: 1.628005085814408 Movie Vector: [0.8665436059109692, -0.17175983772340359] User Vector: [1.0627308636312611, -0.33360704474607084] Predicted: 0.9782029265528809 Movie Vector: [2.0131318094816417, -0.3498945188708935] User Vector: [1.8559907267156908, -0.5615433654486601] Predicted: 3.932834915733107 Movie Vector: [1.56098527138914, 0.7514599222371465] User Vector: [1.9848243552861267, -0.35496593076235866] Predicted: 2.8315389141685707 Movie Vector: [2.340678854251273, 0.5039228132139671] User Vector: [1.5258272264305155, 0.4560812103629288] Predicted: 3.801301250726895 Movie Vector: [1.636771225470532, -0.6939238961103332] User Vector: [2.213817432281673, 0.2390825386897682] Predicted: 3.4576075848641468 Movie Vector: [1.7122535369967993, -0.17204286029218993] User Vector: [1.948916732296615, -0.13391558605005624] Predicted: 3.3600787886488797 Movie Vector: [1.973161043368651, -0.7971937764440469] User Vector: [1.8939618140537278, -0.03836944506528587] Predicted: 3.767679551930294 Movie Vector: [1.7469541468596435, -0.5043336804530835] User Vector: [0.8531053835338829, -0.43214740580646677] Predicted: 1.7082824791414308 Movie Vector: [1.4895498934886577, 0.43917794590972914] User Vector: [1.6580167084104862, -0.2269964938104771] Predicted: 2.370006757534859 Movie Vector: [2.2352663295353827, -0.4514496809470543] User Vector: [1.8808876937757866, -0.33141143088861696] Predicted: 4.353900516271346 Movie Vector: [2.088801370569585, -0.41875101023690525] User Vector: [1.832753559454444, -0.14078417040311875] Predicted: 3.8872116604863987 Movie Vector: [2.0057277610691764, -0.3619020160506524] User Vector: [1.7628065871990728, -0.8852683208980722] Predicted: 3.8560904994195804 Movie Vector: [1.7499673649888088, 0.09971497614122557] User Vector: [1.7755082117630425, -0.34933415094398856] Predicted: 3.072247580328268 Movie Vector: [2.057411405885113, 0.5259889848707666] User Vector: [1.7317753329590428, -0.6313967538428944] Predicted: 3.230866584855903 Movie Vector: [1.1616795885091629, -0.9000311699416342] User Vector: [1.9670298887180966, -0.23365645571819177] Predicted: 2.4953565649157223 Movie Vector: [2.2316443263150387, 0.17630386668404963] User Vector: [1.9016442071039488, -0.3117191213351872] Predicted: 4.188836219042639 Movie Vector: [1.9029186400792837, 0.3753072817615187] User Vector: [1.8462299934561148, -0.062047145783497334] Predicted: 3.4899387227960297 Movie Vector: [2.2903710620422753, -0.2586530323497005] User Vector: [2.0941467513193337, -0.6749176051512402] Predicted: 4.970942604050209
avg loss: 9.320324629171708: 74%|██████████████████████████████████ | 51865/70000 [01:24<00:30, 600.92it/s]
Movie Vector: [2.3136398528541697, -0.580995527748705] User Vector: [1.5837744656662585, -0.3814464985597442] Predicted: 3.8859024314368877 Movie Vector: [2.140861471449487, 0.03410553709054007] User Vector: [1.9800157272423156, -0.6503744667074284] Predicted: 4.21675801282008 Movie Vector: [2.2027393102276194, -1.3920975079117448] User Vector: [1.8083329856592616, -0.5049131698497996] Predicted: 4.686174518952659 Movie Vector: [2.1513843170174893, 0.1851818716211364] User Vector: [1.4671847899853714, -0.4803697371958171] Predicted: 3.067522580337052 Movie Vector: [1.1828681235608203, 0.35284360540067644] User Vector: [2.049756263566816, -0.20486077694033492] Predicted: 2.3523075301015064 Movie Vector: [1.8316686861810902, -1.295838061619828] User Vector: [1.9513587529851306, -0.007493408660137376] Predicted: 3.5839529675013226 Movie Vector: [1.9929613159457054, -0.7975949067441858] User Vector: [1.580207936526038, -0.841606616815289] Predicted: 3.8205544397008606 Movie Vector: [1.983999857745177, -0.6118835771617535] User Vector: [1.8429789273757553, -0.5209944533602092] Predicted: 3.9752578795443343 Movie Vector: [1.0374676177993025, 0.023105433506105923] User Vector: [2.0488039973792853, -0.05241862186292302] Predicted: 2.1243566475168403 Movie Vector: [1.5948362050797305, -1.1617256105922824] User Vector: [2.0826732387045648, 0.25723305602972435] Predicted: 3.0226884553560494 Movie Vector: [2.0028564472652626, -0.3403384363275274] User Vector: [1.9543443795646367, 0.8195778498663931] Predicted: 3.6353373969154568 Movie Vector: [1.983744085412422, -0.6245416273965988] User Vector: [1.8593755860266081, -0.6282344416331705] Predicted: 4.080883881904714 Movie Vector: [1.6558110015560115, -0.9132378138804547] User Vector: [1.7698188209132182, -0.3496583384026798] Predicted: 3.2498066909969308 Movie Vector: [1.8575481348798837, -0.15025848348510917] User Vector: [1.5573429229615632, -0.7214438152938778] Predicted: 3.0012424955214074 Movie Vector: [2.1890439850027468, -0.5214851826206313] User Vector: [1.678549678569388, -0.02372682620294686] Predicted: 3.6867922656960648 Movie Vector: [1.58024602277706, -0.05902827886150781] User Vector: [1.832799460021154, -0.08670055418277195] Predicted: 2.9013918417361197 Movie Vector: [1.5694829011584404, 0.6005843686342802] User Vector: [1.636520987879028, -0.9953620462501317] Predicted: 1.9706928217533932 Movie Vector: [1.193058113995391, -0.5314369671735095] User Vector: [1.9321218276110528, -0.11514445520624408] Predicted: 2.3663256437206233 Movie Vector: [1.352235147962964, 1.0559849250275934] User Vector: [1.6144469316401355, -0.32921091086176396] Predicted: 1.8354701264601263 Movie Vector: [1.0709128725040078, 0.08607245230865151] User Vector: [1.8143146698106005, -0.4900604054968112] Predicted: 1.900792233792548 Movie Vector: [2.317711995320069, -0.20378445291904285] User Vector: [1.5728588473460074, -1.4676935308604262] Predicted: 3.944526940678349 Movie Vector: [1.1911866584073585, -0.6232078468875516] User Vector: [1.5638192647644882, -0.4708056493615962] Predicted: 2.156210419388999 Movie Vector: [1.3853664684924891, -1.36064965916101] User Vector: [1.6381474365118862, -0.47575156746099106] Predicted: 2.91676573710161 Movie Vector: [0.7272668430820879, -0.09461560617883401] User Vector: [1.3403936166048336, -0.48992992359219184] Predicted: 1.0211788507414048 Movie Vector: [2.061894075507454, -0.2893760915560145] User Vector: [2.116039726568805, -1.1164320274249093] Predicted: 4.68611851233481 Movie Vector: [2.037572442657183, -0.4942277591497212] User Vector: [1.760393440820886, 1.7045069207244796] Predicted: 2.744514527366244 Movie Vector: [2.2129495679385323, 0.1650248446350328] User Vector: [1.9900771540909568, 0.28143828814386895] Predicted: 4.450384688085219 Movie Vector: [2.048928827384509, -0.2684329814783931] User Vector: [0.9891909783727528, 1.2078344248696258] Predicted: 1.7025593155766259 Movie Vector: [2.611524540028646, 0.5718968139568321] User Vector: [1.9091924165629612, -0.6580968270280361] Predicted: 4.609539368838332 Movie Vector: [2.163572256748045, -0.7346839520383958] User Vector: [1.2724216203368195, -0.6572319771700986] Predicted: 3.2358339030404735 Movie Vector: [1.796546358134252, -0.097633207945586] User Vector: [1.905220596396808, -0.22526507651736274] Predicted: 3.444810475957551 Movie Vector: [2.052075195326198, -0.8281541019592383] User Vector: [1.0535603864871972, 0.20928841092948267] Predicted: 1.9886620798848782 Movie Vector: [2.087863133602401, -0.31478729591567267] User Vector: [1.4719599016494607, -0.7636499638164659] Predicted: 3.3136381199308116 Movie Vector: [2.336526359262536, -0.04574773540075967] User Vector: [1.7672747401420394, -0.194782925027211] Predicted: 4.138194892115454 Movie Vector: [1.8841778178241122, -0.22281358596092193] User Vector: [2.0186388007784424, -0.5693812492656591] Predicted: 3.930340328553599 Movie Vector: [2.122872378240577, -0.29000831043621766] User Vector: [1.884797564480271, -0.1395728771948322] Predicted: 4.041661982508275 Movie Vector: [2.043881190952292, -1.0917828505593414] User Vector: [1.373705631038991, -1.121900883194656] Predicted: 4.032563245485147 Movie Vector: [1.470252360677862, -0.3121617991028855] User Vector: [1.2963508997869857, -0.642270849898104] Predicted: 2.1064553946942173 Movie Vector: [0.844233876058214, -0.8603895685131221] User Vector: [1.728312852641056, 0.4901918328399976] Predicted: 1.0373443190805254 Movie Vector: [1.659384441870691, 0.04160409339300322] User Vector: [1.9211721542208444, -0.13112788173721973] Predicted: 3.182507726231047 Movie Vector: [2.137156999558316, -0.578714783011894] User Vector: [2.1460529188433934, -0.6834755869591647] Predicted: 4.981989442929713 Movie Vector: [2.050553472757442, 0.09278943109477163] User Vector: [1.867749991990064, 0.18516730121446479] Predicted: 3.8471028008549544 Movie Vector: [1.6961104357063101, -0.13562496496388046] User Vector: [1.569845413379132, -1.0738503673872306] Predicted: 2.8082721065313754 Movie Vector: [1.6003523315542048, -1.23236531558512] User Vector: [1.8210624921253906, -0.5569606396520308] Predicted: 3.6007205796320445 Movie Vector: [1.5760073663366154, 1.045766621853481] User Vector: [1.955440901348037, -0.6318602903913026] Predicted: 2.421010863594545 Movie Vector: [2.214560760765235, 0.262080109591172] User Vector: [1.8141871905927376, 0.17463694273699984] Predicted: 4.063396634060777 Movie Vector: [1.4072338174577412, 0.692858924069659] User Vector: [1.6232060805639725, -0.38668308403041296] Predicted: 2.0163136637154078 Movie Vector: [2.1474530408085255, 0.10239597992722478] User Vector: [1.7850465083321723, 0.19629393113896368] Predicted: 3.853403261735306 Movie Vector: [2.0737267448909225, 0.5493373255293483] User Vector: [1.7982128435696607, -0.5806215329483825] Predicted: 3.4100449866621476 Movie Vector: [1.878164180075597, 0.03111478235534689] User Vector: [1.9686201153228104, -0.5868830583387931] Predicted: 3.6791310461473414 Movie Vector: [1.850535891928267, -0.4378565599061462] User Vector: [1.3199544779150236, 0.05798454403601978] Predicted: 2.4172342241138502 Movie Vector: [2.1898465548307207, -1.154644227615089] User Vector: [1.8688912666324287, -0.7901002589365606] Predicted: 5.004869804806533 Movie Vector: [2.2703466420712326, -0.4579783748173572] User Vector: [1.7457051553649516, -0.14938568965622545] Predicted: 4.031771252898985 Movie Vector: [2.066826602529838, -0.0703858821344745] User Vector: [2.239617974343717, -0.5520777829108857] Predicted: 4.667760490634609 Movie Vector: [1.449854446011876, 0.04254652829448678] User Vector: [2.1965781709353047, -0.6150294834718815] Predicted: 3.1585512578227064 Movie Vector: [2.0589322409253663, -0.29671283966874773] User Vector: [1.7822656393045366, 0.05261744374408264] Predicted: 3.6539519155081526 Movie Vector: [2.026940458841507, 0.3452070987527542] User Vector: [2.31735657173525, -0.6107296523774123] Predicted: 4.486315581392945 Movie Vector: [2.1657403231316987, -0.005181102892544543] User Vector: [1.854115693980411, -0.8650466947724653] Predicted: 4.020015018137161 Movie Vector: [2.2149943665813834, -0.18893473448097534] User Vector: [1.782256524962454, -0.32115096033739404] Predicted: 4.008364734014404 Movie Vector: [1.524625083403802, -0.3426921633743971] User Vector: [1.9234111610209037, -0.060670242122845955] Predicted: 2.9532721183168253 Movie Vector: [1.795819594938286, -0.3636425783234335] User Vector: [1.7585140368464454, -1.0200776177647946] Predicted: 3.5289176203568897 Movie Vector: [1.5821192152507348, 0.9208010061229894] User Vector: [1.5956535963446206, -0.38442955652754185] Predicted: 2.1705310932267885 Movie Vector: [1.6524103831838914, -0.6064139395507665] User Vector: [2.1078959991220216, 0.6252982221600734] Predicted: 3.103919677326831 Movie Vector: [2.0286937553729207, -0.019956455546544884] User Vector: [1.880817626245241, -0.13902917274278304] Predicted: 3.8183775028645544 Movie Vector: [1.9701518126325215, -0.535647545171392] User Vector: [1.6547079376582718, -0.3500596453518389] Predicted: 3.447534432451146 Movie Vector: [1.6308330292261928, -0.20256530522511018] User Vector: [1.9966577926064555, -0.34926930181170945] Predicted: 3.326965318971719 Movie Vector: [1.6152230474619553, -0.34554989890522747] User Vector: [2.1735119833681744, -0.5820004743514473] Predicted: 3.711816854545958 Movie Vector: [1.8574610602575652, -0.15021814590318394] User Vector: [2.040421285323358, -0.2681581377309652] Predicted: 3.830285302267625 Movie Vector: [1.318022825919695, -0.5773948632279648] User Vector: [1.5464051379267418, -0.23903904385054517] Predicted: 2.176217185937169 Movie Vector: [1.6482642647830004, -0.3663520826825406] User Vector: [1.8767492724746395, -0.2929843812241187] Predicted: 3.200714198032354 Movie Vector: [2.2100136540372652, 0.09049045028435992] User Vector: [1.7026820742597597, -0.35753472545180737] Predicted: 3.7305971543001326 Movie Vector: [1.0746516911659565, -0.7950374356894534] User Vector: [2.269368694942115, 0.516014946583111] Predicted: 2.0285297059897567 Movie Vector: [2.5769138624134773, -0.4804152357952464] User Vector: [1.7525183223483611, -0.17272109538014033] Predicted: 4.599066604756966 Movie Vector: [2.5591567827024235, 0.5899479305629851] User Vector: [0.996365860186615, 0.219985091768424] Predicted: 2.6796361987932005 Movie Vector: [1.7769187390468761, -0.26690431237407514] User Vector: [2.157303628773876, -0.7672953048128986] Predicted: 4.038147669501069 Movie Vector: [2.0593913815606797, -0.2237896305612124] User Vector: [2.5081985889613505, -0.9636711436790734] Predicted: 5.381022166576104 Movie Vector: [1.3383520980177526, -0.2525874009421989] User Vector: [1.9865246830006846, -1.1472012610858642] Predicted: 2.9484380621533086 Movie Vector: [2.006484019630826, -0.29826125718439905] User Vector: [2.046050116050059, -0.3554043082132405] Predicted: 4.211370196994673 Movie Vector: [2.0027478050256557, -0.3254232234762408] User Vector: [1.6327757272916825, -0.44145512154059563] Predicted: 3.4136977526044223 Movie Vector: [2.051265471089851, -0.08038147127696721] User Vector: [1.561209701181682, 0.16656442494884077] Predicted: 3.189066859624698 Movie Vector: [2.351164602605348, -0.10973339654530014] User Vector: [2.1217735488616216, -0.5709319034557147] Predicted: 5.051289159790042 Movie Vector: [1.444536071526639, -0.6742549631000404] User Vector: [1.7818361597473387, -0.09197269694127] Predicted: 2.6359396536878807 Movie Vector: [1.6021534810782816, -1.3438376354178672] User Vector: [1.7026110913116663, -0.10619085251606208] Predicted: 2.8705475510156706 Movie Vector: [1.7508592878130464, 0.48758990609471914] User Vector: [1.7603477438179878, 0.09169040764878515] Predicted: 3.1268285142997225 Movie Vector: [1.9967548317213124, 0.3048206778627273] User Vector: [1.9524519602860764, -0.4541888089089533] Predicted: 3.760121744795679 Movie Vector: [1.9975279261928598, -0.704866550242775] User Vector: [1.7424592262849392, -0.14873091505163896] Predicted: 3.5854464117634697 Movie Vector: [1.9037787279325227, -0.4361108054701859] User Vector: [2.056434555359278, -0.4984488326435493] Predicted: 4.132375283768221 Movie Vector: [1.7214196514517526, -0.6767858997755226] User Vector: [1.659215768709985, 0.08292214556988142] Predicted: 2.800086091355165 Movie Vector: [1.521570309666888, -0.5426915740855153] User Vector: [1.764140816330829, -0.24143883475473032] Predicted: 2.8152911094789133 Movie Vector: [2.392416951597093, -0.2734944470714161] User Vector: [2.0304031823581186, -0.6201058098579882] Predicted: 5.02716648764313 Movie Vector: [1.6837752253825102, -0.30473215712359364] User Vector: [1.687402885837106, -0.5538213930607504] Predicted: 3.0099743621800674 Movie Vector: [1.0041373472356756, 0.7733068634491753] User Vector: [1.9630341369415434, -0.466943510819556] Predicted: 1.6100652690417385 Movie Vector: [1.0226644105503861, -0.22796406040283315] User Vector: [0.4844243618207011, -1.5117218546820903] Predicted: 0.8400218066306453 Movie Vector: [0.5779542503111512, -1.0266651719988804] User Vector: [1.9217291860825108, -0.19474850867530438] Predicted: 1.310613062199033 Movie Vector: [2.1773171611850564, 0.07373647891787226] User Vector: [1.7860530752483181, -0.4964554179269632] Predicted: 3.852197137067873 Movie Vector: [1.8277029188626777, 0.7753018830168324] User Vector: [2.311247686888475, 0.18554133400678507] Predicted: 4.368124689173593 Movie Vector: [2.0828564722766783, -0.07591862786651363] User Vector: [1.7443700848050447, -0.5470309163370557] Predicted: 3.674802357750876 Movie Vector: [1.9840821060329306, 0.2681161045638583] User Vector: [2.1902161077456945, -0.17871059823804056] Predicted: 4.297653398279465 Movie Vector: [1.965254886359671, 0.31237713840993336] User Vector: [2.078295699108337, 0.7425157977499518] Predicted: 4.3163257380982465 Movie Vector: [0.6185934282077686, 0.3225997842141915] User Vector: [2.148305477004089, -0.6923265531535434] Predicted: 1.1055832532043968 Movie Vector: [1.6066986066481421, 0.26174465325006663] User Vector: [2.1885436843916315, -0.456161029854998] Predicted: 3.3969323777150358 Movie Vector: [2.3017459211257876, 0.33024933560049435] User Vector: [1.9077308399495543, -0.12602148024719206] Predicted: 4.349493169336733 Movie Vector: [2.191560138252444, 0.10328183687899764] User Vector: [1.617932024109194, -0.9417642727946496] Predicted: 3.448528186438557 Movie Vector: [2.150963728278073, -0.14126121769578082] User Vector: [1.7902699051512898, -0.3384718615216053] Predicted: 3.89861857712255 Movie Vector: [1.4803663980530937, -0.8575125115329024] User Vector: [2.1268378653570497, -0.9813956596012706] Predicted: 3.990058366853721 Movie Vector: [1.646545378497369, -0.788928116788862] User Vector: [1.8692600775679404, -0.2233108042010635] Predicted: 3.253997714146077 Movie Vector: [1.8738917595030113, 0.3678710516218307] User Vector: [1.8273970839696625, -0.7708568781085992] Predicted: 3.140768406590851 Movie Vector: [2.3255360838701824, -0.044536425161806614] User Vector: [1.6501644078905455, -0.4375506334610203] Predicted: 3.8570038159093754 Movie Vector: [1.560539048753806, -0.600055152544843] User Vector: [1.7025554199420387, -0.4992831286573706] Predicted: 2.956501629416551 Movie Vector: [1.818702854176221, -0.47411098624437864] User Vector: [1.8278764213387106, 0.39423128993065515] Predicted: 3.137454678892713 Movie Vector: [1.5583299532501333, -0.9517485199206942] User Vector: [1.559694585727492, -0.3197156157055178] Predicted: 2.734807654904469 Movie Vector: [2.104399557882527, -0.4249607656220582] User Vector: [1.8915263424351014, 0.09780781901410528] Predicted: 3.9389627130915232 Movie Vector: [1.911104185404784, -0.14881553770692488] User Vector: [2.098067346512044, -0.5252728577784301] Predicted: 4.087794049953427 Movie Vector: [1.912084520531445, 0.005006655339694736] User Vector: [2.2995728008019936, -0.15948226066290053] Predicted: 4.396179083536698 Movie Vector: [0.5040922400014262, -0.21823384773519958] User Vector: [2.0303628324801677, -0.3763938477087842] Predicted: 1.1056320258899128 Movie Vector: [1.9170519110632889, -0.27456943106765136] User Vector: [2.08025650932931, -0.5850336235879353] Predicted: 4.148592065895587 Movie Vector: [2.093888105053452, -0.2834693038123247] User Vector: [2.046960034522603, 0.3705927048521488] Predicted: 4.181053611764317 Movie Vector: [2.1474331633674764, -0.8092113646877986] User Vector: [1.7640755021328305, -0.7852768962271905] Predicted: 4.423689224817977 Movie Vector: [0.9357572342323803, 1.4554948129479508] User Vector: [2.344535283382135, -0.2300448200640803] Predicted: 1.8590868099890832 Movie Vector: [1.6037519970554526, -0.28956352328007867] User Vector: [2.077339427746472, 0.798677728726213] Predicted: 3.1002693187151418 Movie Vector: [1.8623159695956484, 0.37275410487167326] User Vector: [1.8461805176877524, -0.29098456314967613] Predicted: 3.32970577047793 Movie Vector: [1.8871095185369553, -0.27382322388610136] User Vector: [2.3285743078109977, 0.6315838540030014] Predicted: 4.221332413833225 Movie Vector: [1.3369537618337173, -1.234258401272955] User Vector: [1.0888939514523464, 0.08449519846075342] Predicted: 1.351511956064785 Movie Vector: [1.8519768613415595, -0.16809466582390742] User Vector: [2.0971416011663107, -0.6752558154120972] Predicted: 3.997364620954143 Movie Vector: [2.3217715695599885, -0.5829540230597211] User Vector: [1.6434627146447471, -1.45757720537677]
avg loss: 9.302490701049042: 74%|██████████████████████████████████▏ | 51994/70000 [01:24<00:29, 618.01it/s]
Predicted: 4.665445502288588 Movie Vector: [-1.0071972600523975, -0.36786027631186174] User Vector: [1.8026084701116922, 0.11576382311917252] Predicted: -1.8581672240032767 Movie Vector: [1.592709836333839, -1.1619882405241349] User Vector: [0.5378064405125029, -1.5236213549343551] Predicted: 2.6269997052931227 Movie Vector: [1.8480919447352924, -0.5369119361768719] User Vector: [1.7263123405255096, 0.2434229230375211] Predicted: 3.059687257704414 Movie Vector: [1.7965428495568703, -0.5294532373584041] User Vector: [1.6923383370146365, 0.3431799315806075] Predicted: 2.858660612622822 Movie Vector: [2.2289106907080725, -0.3810557896969748] User Vector: [1.6274570653875646, -0.45819408419229174] Predicted: 3.8020539602971053 Movie Vector: [1.6854953130811157, -0.21282446439311967] User Vector: [1.8685071699675775, 0.5384811473560658] Predicted: 3.034758115666964 Movie Vector: [2.0698943362984203, -0.0873390097155618] User Vector: [1.6003924726615812, -0.412394965683137] Predicted: 3.34866148293128 Movie Vector: [2.1851063475588393, -0.2044107353407498] User Vector: [2.008779588057577, 0.13727612879500967] Predicted: 4.361336314279523 Movie Vector: [1.6454932691684117, -1.4066295455909177] User Vector: [1.7767879566995068, -0.24594963288923183] Predicted: 3.269652643837767 Movie Vector: [2.274562289069437, 0.17400128804823747] User Vector: [1.7833949745644684, -0.6430370495456087] Predicted: 3.9445536807766133 Movie Vector: [1.9965606441918906, -0.25490588087592736] User Vector: [2.0191972135857252, -0.484393785379543] Predicted: 4.154924514060183 Movie Vector: [1.8299657442408324, -0.06507462336375446] User Vector: [1.7763456912286335, -0.1787916717225174] Predicted: 3.262286565576121 Movie Vector: [2.0810537225153922, 0.314698417830616] User Vector: [1.998092452633014, 0.4517428337815463] Predicted: 4.300300491539215 Movie Vector: [1.4006813229169093, -0.4974654581066453] User Vector: [1.9148689760451272, -0.2977268072226969] Predicted: 2.830230013125104 Movie Vector: [1.9644302676912522, -0.3134977590658546] User Vector: [1.8406301196211212, -0.01587442473612962] Predicted: 3.6207661151891366 Movie Vector: [2.0307128515535675, -0.25564042009380294] User Vector: [0.7078839815076263, -1.6477042846087915] Predicted: 1.8587289141641952 Movie Vector: [1.1659124937846523, -0.1819264793773712] User Vector: [2.017059968733466, -0.2323116669334618] Predicted: 2.3939790619427215 Movie Vector: [1.2287288151500617, 0.03669852092193825] User Vector: [2.139960166573784, -0.0006459987242211918] Predicted: 2.6294070127448377 Movie Vector: [1.7617011776160305, -0.08184047105563712] User Vector: [1.7758343178993286, -0.5274601744847042] Predicted: 3.171656998237124 Movie Vector: [1.856209655586308, 0.1435516421630599] User Vector: [1.707355625514874, 0.5300672332717603] Predicted: 3.245302019393301 Movie Vector: [2.4499268969650774, 0.6596007659394982] User Vector: [1.8588090556638361, -0.24654214961045234] Predicted: 4.391326911073663 Movie Vector: [1.9840683330719495, -0.4555717991842148] User Vector: [1.5238513590293639, -0.4133329437974549] Predicted: 3.211728058626729 Movie Vector: [1.370084298445017, -0.27363662309725945] User Vector: [1.2251334542888213, 0.1148549871723604] Predicted: 1.6471075783850961 Movie Vector: [1.4584863653826239, -0.5130520745394745] User Vector: [1.8601836906915652, -0.9441266701406823] Predicted: 3.197438696724499 Movie Vector: [1.908694658165439, -0.5403467975858708] User Vector: [1.8077203118751668, -0.6995767654102331] Predicted: 3.8284001675881933 Movie Vector: [1.236972405708932, -0.9911268317609214] User Vector: [1.8505922580958383, -0.880723047469199] Predicted: 3.1620398011801045 Movie Vector: [2.209385159500446, 0.26158189684532346] User Vector: [1.7229636220741418, -0.5413206985498914] Predicted: 3.665090561841428 Movie Vector: [1.46105198391758, -0.4850968456202709] User Vector: [0.5958234072384628, -0.8724949642402446] Predicted: 1.293773526182802 Movie Vector: [1.2914921331361557, -0.22839915318564408] User Vector: [2.3642109196370504, -0.6027499145254296] Predicted: 3.191027373846174 Movie Vector: [2.1532999307346934, -0.2988346309612118] User Vector: [1.7681716780174606, -0.7345458416736097] Predicted: 4.026911687322671 Movie Vector: [1.5769428111671178, -0.9555638959458616] User Vector: [1.765240100228565, 0.103104748631719] Predicted: 2.6851595107463138 Movie Vector: [1.7441949372419305, 0.10085071076215356] User Vector: [0.39746503149092915, 0.36229915052005124] Predicted: 0.7297946224956547 Movie Vector: [1.3434029792500808, -0.6133050774569809] User Vector: [0.8985852395219771, -0.6591834662604347] Predicted: 1.6114426547171885 Movie Vector: [1.6157448066952327, 1.5770253640621605] User Vector: [1.6238423869041647, -0.6719904080848876] Predicted: 1.563968985575645 Movie Vector: [2.3899348000637084, -0.2727363727144738] User Vector: [1.4424923955941447, -0.7592071455113566] Predicted: 3.654526178063389 Movie Vector: [1.1727483071181837, -1.714578658912668] User Vector: [1.6444408187242865, -0.8234986161138256] Predicted: 3.340468339147828 Movie Vector: [1.7674595832209525, 0.3904215720014421] User Vector: [1.9732494657304704, 0.1405998747718334] Predicted: 3.54253190242257 Movie Vector: [1.683017840843794, -0.30448357644150803] User Vector: [1.9935402237240518, -0.4588851403771001] Predicted: 3.4948867516851907 Movie Vector: [0.9310657967579017, -0.8333625955676888] User Vector: [2.27051863988027, -0.553130106603483] Predicted: 2.574960187819502 Movie Vector: [1.746319276182315, -0.6947164661120212] User Vector: [1.9777741973894407, -0.22633266484425238] Predicted: 3.6110622339235023 Movie Vector: [2.0135274415201936, -1.0396892682408947] User Vector: [1.8618619206723306, -0.28967543832282877] Predicted: 4.050082514092454 Movie Vector: [2.2678507962722154, -0.4577647971437071] User Vector: [1.8936881498287856, -0.8658160219888901] Predicted: 4.690942274149985 Movie Vector: [1.7782675037805442, 0.7105018911022816] User Vector: [1.791972359039959, -0.1539223393009363] Predicted: 3.077244100597519 Movie Vector: [0.6192758398380549, -0.03458467978209915] User Vector: [1.3468214058486276, -0.6824959027358578] Predicted: 0.857657859467493 Movie Vector: [2.2282768538379427, -1.3992279657404312] User Vector: [1.6749186341779732, 0.18371188176868974] Predicted: 3.4751276219910876 Movie Vector: [0.9479924096389214, -0.49785869380743397] User Vector: [1.5130539053768939, -0.6440705822972117] Predicted: 1.7550197564941055 Movie Vector: [1.6643467809317487, -0.017602137651882423] User Vector: [1.5972379922869449, 0.10728905990548732] Predicted: 2.6564693940436683 Movie Vector: [1.917983052044311, -0.4124767585062641] User Vector: [1.8984685350196482, 0.3758288903514759] Predicted: 3.486209792561894 Movie Vector: [1.7645758650663432, 0.22883808926217458] User Vector: [1.9046753862497705, 0.13267771489119345] Predicted: 3.3913059321256322 Movie Vector: [1.0479508868725858, -0.3068744577670327] User Vector: [1.915477757660738, -0.4819296272813833] Predicted: 2.155218507979125 Movie Vector: [2.449046827076397, -0.34082002866069305] User Vector: [1.7252882100316467, 0.17041689967267165] Predicted: 4.167230123939614 Movie Vector: [1.8263576895161788, -1.3415530313182762] User Vector: [1.9133889509260436, 0.12317678752633146] Predicted: 3.329284430865077 Movie Vector: [2.3049105410968544, 1.069780119697004] User Vector: [1.6775273959627415, -0.07411178387966211] Predicted: 3.7872672649035364 Movie Vector: [2.121612981637986, -0.27813756058018807] User Vector: [0.5156357762066159, 1.9777097426313321] Predicted: 0.5439041932457854 Movie Vector: [1.9465969377304795, -0.19856125749364564] User Vector: [2.3531089538629306, -0.6007865424564511] Predicted: 4.699847615091165 Movie Vector: [1.883339287108132, 0.16039873196472035] User Vector: [1.8977291225107011, -0.13940433123074142] Predicted: 3.551707534753844 Movie Vector: [0.7409474961913904, 1.4670791145714641] User Vector: [2.1093331069286574, -0.5801063110875331] Predicted: 0.7118432309847788 Movie Vector: [2.3936275948972003, -0.314952086183942] User Vector: [1.6532707230357302, -0.060419896600640274] Predicted: 3.9763437969753603 Movie Vector: [2.2515019712154944, 0.09174836367596707] User Vector: [1.8073734450613128, -0.10091017406115377] Predicted: 4.060046530929718 Movie Vector: [2.1088240419030515, 0.09277498378063592] User Vector: [1.6345322770430626, -0.7256671986911302] Predicted: 3.3796172005062406 Movie Vector: [1.7083185164039365, 0.18459008937393537] User Vector: [1.829946854831936, -0.14774201116609528] Predicted: 3.0988603850991083 Movie Vector: [0.1447961340871372, 0.8174802684941727] User Vector: [1.8928755763772622, -0.8163061027975893] Predicted: -0.3932330663210159 Movie Vector: [1.4065184233311232, -0.5576579701449628] User Vector: [2.541018967650983, -0.3881448857897466] Predicted: 3.7904420811665975 Movie Vector: [0.9103718748229407, -0.2119750506629835] User Vector: [2.472888269489982, -0.9598340472338569] Predicted: 2.4547088009137057 Movie Vector: [1.7754545483082655, -1.8538593541195953] User Vector: [2.2157440859515196, 0.0016174443695998525] Predicted: 3.930954400915415 Movie Vector: [2.076830931524535, -0.8422632201916385] User Vector: [1.5952694892214276, 0.1699959500561355] Predicted: 3.169923683018589 Movie Vector: [1.3068046573215386, 0.4545781474331686] User Vector: [2.3406781559243814, -0.1303703428227192] Predicted: 2.9995456065321937 Movie Vector: [1.5362336718477225, -0.5446983895538465] User Vector: [1.143854244788249, 0.09858322275364713] Predicted: 1.7035292838587157 Movie Vector: [2.0759937782047877, -0.051300301610571516] User Vector: [1.7936063989787467, -0.22338407907494684] Predicted: 3.734975395459717 Movie Vector: [1.8200281332798873, 0.49119267132092104] User Vector: [1.8750437494782044, -0.13616274031005635] Predicted: 3.3457502350336634 Movie Vector: [1.3856101849938811, -0.813788757253705] User Vector: [2.0810449420528023, 0.25841915521405995] Predicted: 2.673218463966162 Movie Vector: [2.0244762860955645, -0.4290934709016954] User Vector: [1.8620752742587796, -0.562600896716662] Predicted: 4.011135607166352 Movie Vector: [1.8135316893148086, -0.6632527481087116] User Vector: [2.092398947552892, 0.32543223032504315] Predicted: 3.578787976989892 Movie Vector: [1.6501707072681568, -0.1057155776986463] User Vector: [1.7527444197755955, -0.19449843037609046] Predicted: 2.9128890127700977 Movie Vector: [1.745484381233375, 0.7740887190819378] User Vector: [1.6621696830875687, -0.7356267775769504] Predicted: 2.3318508308120647 Movie Vector: [1.8164224518494723, -0.8699277089588907] User Vector: [1.1791819543766011, 1.1443572114894194] Predicted: 1.146384529523823 Movie Vector: [2.191775643733215, -0.00700353259618295] User Vector: [1.6369116711945613, -0.5657927370062689] Predicted: 3.5917056797431792 Movie Vector: [1.393544759360517, -0.6716229542731696] User Vector: [1.5773228311421885, 1.2177657669699282] Predicted: 1.3801905231328149 Movie Vector: [1.7605318522138795, 0.11384742134272047] User Vector: [0.6118305713882795, 1.3156533592727233] Predicted: 1.226930951421371 Movie Vector: [1.8764456223774377, -0.4206996844130092] User Vector: [1.7921110429142197, -0.8106928593036163] Predicted: 3.7038571513555634 Movie Vector: [1.8438940103765713, -0.7546365833464279] User Vector: [2.060883654128979, -0.9431912249486502] Predicted: 4.511817629368987 Movie Vector: [2.051806428289231, -1.2222597666959198] User Vector: [1.7012499596028665, -0.17224728206743672] Predicted: 3.701166526033708 Movie Vector: [1.985097475667496, -0.30316534717748594] User Vector: [1.8498169409351268, -0.5791032545520087] Predicted: 3.8476309791151615 Movie Vector: [1.2498286667459126, -1.0939551626072905] User Vector: [1.8830369946288343, -0.12455398899496681] Predicted: 2.489730095714562 Movie Vector: [2.1193387800982415, -0.28974664071164324] User Vector: [2.034028203229861, -0.3456492476069919] Predicted: 4.410945559277225 Movie Vector: [2.2621695273486404, 0.17198557029856576] User Vector: [0.49105900950478953, 3.040270483977653] Predicted: 1.6337413804805343 Movie Vector: [2.231955549330804, 0.2144772093447584] User Vector: [1.4389361108018477, 0.009812667569098696] Predicted: 3.213746031193117 Movie Vector: [1.5725273208624575, 0.044146730186179844] User Vector: [1.9235041894604226, 0.035767620115444015] Predicted: 3.0263419131945493 Movie Vector: [2.0670677899635117, -0.3402618967052332] User Vector: [1.143642941563562, -0.592500358953869] Predicted: 2.565592783661337 Movie Vector: [2.1544556488483213, 0.07251636861052004] User Vector: [1.3608731240129128, 1.1550418285994197] Predicted: 3.015700228398767 Movie Vector: [2.0176949321044697, -0.08334298703331613] User Vector: [2.1761353039330165, -0.6031254108689365] Predicted: 4.441043447616781 Movie Vector: [1.6389938219993267, 0.41581585282176675] User Vector: [2.0399693642773715, 0.09198258934921177] Predicted: 3.381745003953503 Movie Vector: [2.2162468250922895, -0.321225682253322] User Vector: [1.6109778629003837, -1.073887452462404] Predicted: 3.9152848035274546 Movie Vector: [1.5456016366125966, -0.32690740029035786] User Vector: [1.945876892743685, -0.344537094149138] Predicted: 3.1201822358231626 Movie Vector: [2.0806791625814904, 0.005889514365507315] User Vector: [1.610895847051811, -0.0076099866484941325] Predicted: 3.3517126029240756 Movie Vector: [1.798340543134313, -0.9124165188470583] User Vector: [1.6934047943670627, -0.7230771785038933] Predicted: 3.7050660597165885 Movie Vector: [2.0789016377433303, 0.0948576752780471] User Vector: [1.6829415630107207, -1.4773725358588354] Predicted: 3.358529847298105 Movie Vector: [2.29452504562474, -0.2032656422898819] User Vector: [1.7461598334618755, -0.22635391963141438] Predicted: 4.052617446400911 Movie Vector: [1.9031419785091597, -0.27065752010402233] User Vector: [2.117256905421125, -0.3659891054556259] Predicted: 4.12849819966305 Movie Vector: [1.7508268610836575, 0.17013289576638313] User Vector: [1.8321031529527252, -0.5683195462178215] Predicted: 3.1110055623470174 Movie Vector: [2.080508007188075, 0.3310895949644131] User Vector: [2.3504690075449517, -0.22081539129292257] Predicted: 4.817059912379598 Movie Vector: [1.5014793544808047, -0.5131376928586192] User Vector: [1.65375400696091, -0.4656090058622716] Predicted: 2.7219990298840724 Movie Vector: [0.8216454795290198, -1.168433465917227] User Vector: [1.6306205935898974, -0.004491973413289607] Predicted: 1.3450406116141642 Movie Vector: [2.072431361019731, -0.09851342754744674] User Vector: [1.7386833558343568, -0.06406548918083968] Predicted: 3.609613224440858 Movie Vector: [1.9813443610625454, -0.250220573161698] User Vector: [1.6264980166261929, -0.7334339487044084] Predicted: 3.406172936542786 Movie Vector: [2.0922548874186466, 0.019723437400184826] User Vector: [1.3974396037917352, -0.40792999164778954] Predicted: 2.915754059251712 Movie Vector: [1.9648630447729574, -0.1643332290791043] User Vector: [1.6005921142704658, -0.266381354063176] Predicted: 3.1887196031647185 Movie Vector: [1.8865728252300862, -0.33291234254146296] User Vector: [1.7679162033972853, -0.3958045576011206] Predicted: 3.467070889072841 Movie Vector: [2.56293448991504, -0.22058532028441682] User Vector: [1.9385483657459528, 0.12410219085702265] Predicted: 4.940997345420544 Movie Vector: [1.8712477142089485, 0.20183810507209324] User Vector: [1.587194157527091, -0.7757203297513338] Predicted: 2.813463517855458 Movie Vector: [2.180643842516864, -0.38099203883599875] User Vector: [1.837316029265236, -1.2753026696301393] Predicted: 4.4924120502101506 Movie Vector: [0.3119465672783215, -1.0871036655162205] User Vector: [1.3265446366516098, 0.8139799228294804] Predicted: -0.4710695120196005 Movie Vector: [2.0975526750513622, 0.01817694733442341] User Vector: [1.167598051994994, -0.7547429601895824] Predicted: 2.4353794943084663 Movie Vector: [1.8328711459556752, 0.7892210853525622] User Vector: [2.291804498764281, -0.5945332244436617] Predicted: 3.7313641812828737 Movie Vector: [2.150695208233895, -0.9182238565299679] User Vector: [1.9204481854150515, -0.9841641494912776] Predicted: 5.033981710838047 Movie Vector: [2.148205692831677, 0.5500559599181625] User Vector: [1.6507648166343332, -0.5340872679045147] Predicted: 3.252404491792827 Movie Vector: [1.6985377445995304, -0.792786908644036] User Vector: [2.100168691199583, 0.6281340475016807] Predicted: 3.069239342295764 Movie Vector: [1.3678773304339369, -0.7125539652151469] User Vector: [2.0742919466213325, -0.7548264307687067] Predicted: 3.3752314967784414 Movie Vector: [1.7778742324490002, -0.43223704045086375] User Vector: [1.7239256376599028, -0.8771008446456025] Predicted: 3.444038443120321 Movie Vector: [2.103684990233093, -1.1406244172789748] User Vector: [1.9080126498910754, 0.2628617140493273] Predicted: 3.7140310833382584 Movie Vector: [1.7103357646783945, -0.04306473997838904] User Vector: [1.8456241955859187, -1.0951619462364501] Predicted: 3.2037999343152883 Movie Vector: [1.2590057338714769, -0.7566893474521518] User Vector: [1.6651288332586776, -0.4378372177093232] Predicted: 2.427713507266131 Movie Vector: [1.526572670274553, -1.047908748165923] User Vector: [1.9411348362457492, -0.21359382002852026] Predicted: 3.1871102228926946 Movie Vector: [2.185767302629394, -0.2760470622701167] User Vector: [1.5682048757175095, -0.5329267875381012] Predicted: 3.574843815272268
avg loss: 9.2841706115226: 74%|███████████████████████████████████▋ | 52061/70000 [01:24<00:30, 597.68it/s]
Movie Vector: [2.023296850026612, -0.1740581777576295] User Vector: [1.8247995247775133, -0.17267897554291042] Predicted: 3.7221673182324544 Movie Vector: [1.9021560111019187, -0.22956676858335032] User Vector: [1.999900375510905, -0.389857018464135] Predicted: 3.8936207368214033 Movie Vector: [2.0461113525811805, -0.17621709158632767] User Vector: [1.9995004736016146, -0.6508821280841073] Predicted: 4.205897174104211 Movie Vector: [1.6694893589281417, -0.208540444105785] User Vector: [1.925690040205963, -0.6761859945597124] Predicted: 3.3559311583213547 Movie Vector: [2.1339817891066666, -0.8388122090994209] User Vector: [1.5665476426715201, -1.0944374344642502] Predicted: 4.261011623353062 Movie Vector: [2.007863063322024, 0.40518850807840157] User Vector: [1.4859314730627027, 0.21433821604483194] Predicted: 3.0703943013736774 Movie Vector: [1.817930597590613, -0.09062506857317636] User Vector: [2.198724039938795, 0.13780939985947033] Predicted: 3.9846387215504877 Movie Vector: [2.2073276225965315, -0.7572844998039938] User Vector: [1.8100706365307722, -0.2522153429821533] Predicted: 4.186417684718393 Movie Vector: [1.468882025023818, -1.3564459373232762] User Vector: [1.7941974671559069, 0.11835044429228932] Predicted: 2.474928429507893 Movie Vector: [1.9356710574143625, 0.3018076798101546] User Vector: [1.4820467393150054, 0.01623309131225032] Predicted: 2.873654250652481 Movie Vector: [2.062168981257977, -0.25226632206824307] User Vector: [1.6610615584987913, -0.4149548924313043] Predicted: 3.5300687664341086 Movie Vector: [2.616839348713807, -0.5316188330198982] User Vector: [1.9727175070298018, -0.1481661604634655] Predicted: 5.241052717610818 Movie Vector: [2.078569087510616, -0.12757414807893536] User Vector: [1.8616892931804103, 0.0786074691428819] Predicted: 3.8596215344457447 Movie Vector: [1.5410632245987066, -0.7763267110783105] User Vector: [1.853266090594514, -0.5660377390339484] Predicted: 3.295430433901448 Movie Vector: [1.7644081693220601, 0.21443652437560073] User Vector: [2.0808455369305854, -1.0145808624479338] Predicted: 3.4538976706163393 Movie Vector: [2.16061064815662, -0.10444643544687686] User Vector: [1.6592311093148575, -0.4206725927722169] Predicted: 3.628890155343656 Movie Vector: [2.081022703834368, -0.33319567644725545] User Vector: [1.8831408629735722, -0.900089885990577] Predicted: 4.218764948792212 Movie Vector: [1.419173060000676, -0.20715874877160623] User Vector: [1.4223857766127477, -0.14794613803642198] Predicted: 2.0492599119381674 Movie Vector: [1.6608021626852223, -0.43811525091489056] User Vector: [2.2649129611360523, 0.31767646814532696] Predicted: 3.6223934385973005 Movie Vector: [1.2602241272306556, 0.43415806673691393] User Vector: [0.9583215048104182, 0.0015022130882114655] Predicted: 1.2083520799362826 Movie Vector: [1.2676588628448, -0.7745170942048842] User Vector: [2.107219036903941, -0.025215942969002415] Predicted: 2.6907650669625522 Movie Vector: [0.5240237327236332, -0.40262687163494826] User Vector: [1.9038542879707687, -0.07468243520478808] Predicted: 1.0277339857969208 Movie Vector: [2.030891380524534, -0.023890924592510413] User Vector: [1.827078338588675, -0.16129000860084663] Predicted: 3.714451016815835 Movie Vector: [1.9433114162338743, -0.2870600286206417] User Vector: [1.5179058867006328, 0.017401177637066043] Predicted: 2.9447686558434123 Movie Vector: [1.8495268809670646, 0.24240711781875454] User Vector: [1.5256679831683564, 0.8237896002789902] Predicted: 3.0214564089933758 Movie Vector: [1.7278781427379222, -0.926650017173231] User Vector: [2.251477189932463, -0.6134184509495981] Predicted: 4.458702443464122 Movie Vector: [1.9653108036629157, -1.095759104203577] User Vector: [2.0090061234819343, -0.3909559699302835] Predicted: 4.376715002497847 Movie Vector: [2.0127051910224925, -1.5318479986646436] User Vector: [1.9443316763846743, -0.1423994930640013] Predicted: 4.131500836589849 Movie Vector: [1.8250251443913859, -0.013179860529726459] User Vector: [1.6041999675699845, -0.6141951247808899] Predicted: 2.9358002835297174 Movie Vector: [1.8446188862629203, -0.9309402289877962] User Vector: [2.3721228630006563, -0.6440722928540005] Predicted: 4.975255441421279 Movie Vector: [2.367191253072988, -0.1732156465552368] User Vector: [1.7990110094331435, -0.18138874840276453] Predicted: 4.290022495044574 Movie Vector: [2.1014834632448167, 0.11713820009644593] User Vector: [2.35152784904141, -0.15934622011819716] Predicted: 4.923031358703359 Movie Vector: [2.3689677069155173, -0.21291561123777264] User Vector: [1.5693526335572539, -0.6574087910860098] Predicted: 3.8577183042471184 Movie Vector: [1.8472602572541952, -0.9316574067938718] User Vector: [2.022993151241418, -0.20226788480303037] Predicted: 3.9254392220189698 Movie Vector: [1.5440206410623265, -0.7061030948165975] User Vector: [1.7622259427820117, -0.5268279924528967] Predicted: 3.09290810577795 Movie Vector: [1.7220865433731463, -0.11400597464982515] User Vector: [0.45185663004257315, 0.1528649349620554] Predicted: 0.7607087062301221 Movie Vector: [1.5782380758423893, -0.14980488816181137] User Vector: [1.7699593716156992, -0.5430766707912533] Predicted: 2.874772812909138 Movie Vector: [1.3393951129926784, -0.277415746716844] User Vector: [1.6425683504339086, 0.8110863362188591] Predicted: 1.9750398997136385 Movie Vector: [0.46356947829851297, 0.34022641075181653] User Vector: [1.3507881130366453, -0.6827174313165995] Predicted: 0.39390563963768394 Movie Vector: [0.30881301403316785, 0.3824972964955126] User Vector: [1.9367397600568013, -0.5253063751090487] Predicted: 0.39716217438994633 Movie Vector: [1.3109246368259917, -0.7032886088357602] User Vector: [2.1807001896723013, -0.6828400100663745] Predicted: 3.33896720490951 Movie Vector: [1.3532972741528926, -0.40398291176497597] User Vector: [2.1856262882289417, -0.4290454957865932] Predicted: 3.1311291468446467 Movie Vector: [1.622642404183767, -0.3405482438036204] User Vector: [2.1242051704368508, -1.0093111696019434] Predicted: 3.79054453099656 Movie Vector: [1.4351843443878085, -0.4493825968557509] User Vector: [1.6360644629413261, 0.16363114499696296] Predicted: 2.274521114757424 Movie Vector: [2.4486081346704083, 0.47371432183757534] User Vector: [1.6978625300467465, 0.1062248544255371] Predicted: 4.207720237501032 Movie Vector: [1.9160939194306228, 0.06751815077226052] User Vector: [1.7542071301925053, -0.4913751775180813] Predicted: 3.3280488722622903 Movie Vector: [0.7773039792730572, 0.0663711820749499] User Vector: [1.8484093157994954, -0.9073653344736471] Predicted: 1.3765530066734886 Movie Vector: [1.9871142545434592, 0.47219461540554897] User Vector: [2.136201935230121, -0.1449311716252503] Predicted: 4.176441597233236 Movie Vector: [1.8910579909379577, -0.3463679545403268] User Vector: [1.2177075928525618, -1.1349574191512268] Predicted: 2.695868553851441 Movie Vector: [2.252847788386245, 0.07287374661169553] User Vector: [1.9599626258272564, -0.5774953410031053] Predicted: 4.373413217764938 Movie Vector: [1.416020063086264, -0.20683079715369926] User Vector: [2.070320292808958, -0.34170486570641845] Predicted: 3.0022901613974695 Movie Vector: [2.2307263544955567, -0.3309996397758363] User Vector: [1.7802559544257726, 0.10076345571599056] Predicted: 3.93791120774065 Movie Vector: [2.036685269073079, -0.12704542579075892] User Vector: [1.2887153227851922, -0.8442899424045495] Predicted: 2.731970689169 Movie Vector: [1.5489125817209461, -0.27361441718123636] User Vector: [1.9377298235353504, 0.25513009208078563] Predicted: 2.9315668321997337 Movie Vector: [1.3544788642266978, -0.3058861716942925] User Vector: [1.744742254017904, -0.12058320651261333] Predicted: 2.400101242001265 Movie Vector: [2.393279210984137, -0.9924483387832792] User Vector: [2.211299487518177, -0.4962748047801799] Predicted: 5.784784198321214 Movie Vector: [1.5971597621208382, -0.542985822268288] User Vector: [1.6654684233550578, -0.48377552230366294] Predicted: 2.9227024006368567 Movie Vector: [1.6452846271663204, 0.554480370172103] User Vector: [1.7635320511218664, -0.07492801615113871] Predicted: 2.8599660590941514 Movie Vector: [1.412569855378449, 0.3348509138005465] User Vector: [2.2054555636779316, -0.16974634821031484] Predicted: 3.058520326815602 Movie Vector: [1.4084593045445857, 0.4078851596602133] User Vector: [1.7275206472372688, 0.07283633110160616] Predicted: 2.4628513879346587 Movie Vector: [2.3796551623141267, -0.12263363928613799] User Vector: [1.7377490768225436, 0.7279504475170682] Predicted: 4.045972348868383 Movie Vector: [2.063574508762249, 0.10620108274157525] User Vector: [1.6975894497171624, -0.08164993922911715] Predicted: 3.4944310028281538 Movie Vector: [2.1477585030626645, -0.9167188953604345] User Vector: [1.8810975187162227, -0.32958190589303726] Predicted: 4.3422771516138985 Movie Vector: [1.9494126450943396, 0.11169199176691148] User Vector: [1.0377758361713696, -1.9735782968374072] Predicted: 1.802620446924101 Movie Vector: [1.53540736671577, 0.010815474300633194] User Vector: [1.9971078588101574, 0.6762522279538877] Predicted: 3.0736881071352546 Movie Vector: [1.5197846791242737, -0.30242269138411354] User Vector: [1.8308681313419024, -0.2921794005267223] Predicted: 2.8708870161846 Movie Vector: [2.2005438094837406, 0.2077363631235709] User Vector: [1.723088043042814, 0.5193285613323912] Predicted: 3.8996141529107047 Movie Vector: [1.8571787523279562, -0.3809284539219015] User Vector: [1.4132988403875208, -0.9694620378851893] Predicted: 2.994044252285024 Movie Vector: [2.2824658919605056, 0.1275534084826179] User Vector: [2.1062521411137527, -0.3644240502729874] Predicted: 4.760965142215565 Movie Vector: [1.5349298587792204, 0.9905464038659993] User Vector: [1.2084160541814244, 0.7307208221496074] Predicted: 2.578646766001537 Movie Vector: [1.8563720188245911, -0.6281283997076856] User Vector: [1.6762018229466282, -0.1090010057296001] Predicted: 3.180120789316354 Movie Vector: [1.6541506142601543, 0.022410951306961597] User Vector: [1.832473821280058, -0.605816128291554] Predicted: 3.017610781333946 Movie Vector: [2.136587322041206, -0.033221503887466676] User Vector: [1.7864885941603004, 0.0998386441617523] Predicted: 3.8136720913489763 Movie Vector: [0.9073685059314849, 0.24368335756533882] User Vector: [1.3464846223298272, -0.8594894630310772] Predicted: 1.012314461879692 Movie Vector: [0.5383386658610891, -0.20958176622313174] User Vector: [1.7230343183343049, -0.5155823964841315] Predicted: 1.03563266545366 Movie Vector: [2.0627197959802706, -0.7402193555036365] User Vector: [2.028092676920247, -0.3687919166661599] Predicted: 4.456373827635589 Movie Vector: [1.9691372851044502, 0.052660046061858874] User Vector: [1.9149852927299589, -0.6914805542822159] Predicted: 3.734455542501841 Movie Vector: [1.7231715139401946, -0.3737667868710005] User Vector: [1.9969769255412406, -0.2519263639211629] Predicted: 3.535295459659442 Movie Vector: [1.941637425057303, -0.2601891876777493] User Vector: [2.142728777736293, -0.05534838452506613] Predicted: 4.174803437808931 Movie Vector: [1.5648594217795446, -0.31286841694864714] User Vector: [1.56493709423575, 0.09484475523649685] Predicted: 2.4192326279803917 Movie Vector: [1.5094884855380577, 1.0239185167210931] User Vector: [1.529118202014928, 0.4308991104059614] Predicted: 2.749391896951502 Movie Vector: [1.1563383924815966, -1.200157236247947] User Vector: [1.853933465701847, -0.02265496024917458] Predicted: 2.1709639579774653 Movie Vector: [1.7155577822478674, -0.9250418244462616] User Vector: [1.573235154673283, -0.32209928188747783] Predicted: 2.996931120275701 Movie Vector: [1.8293546289258007, -0.4839535332544733] User Vector: [1.5053881595889016, -0.832036150769431] Predicted: 3.1565556330343667 Movie Vector: [1.76761928116904, -0.09860206434057983] User Vector: [1.887043853908349, -0.6035906122136113] Predicted: 3.3950903809607875 Movie Vector: [1.76336737432716, -0.32821662489238823] User Vector: [2.05568823506578, -0.612805975898266] Predicted: 3.8260666746263934 Movie Vector: [2.106960838345502, 0.26866898501566916] User Vector: [1.685984458443342, -0.8839390065407376] Predicted: 3.3148162322962125 Movie Vector: [2.3383509816481918, 0.033660218811191994] User Vector: [1.9091840927743333, -0.7894446688662468] Predicted: 4.4377696171926075 Movie Vector: [1.8908991119834748, -0.2685412177523921] User Vector: [1.7287851856809133, -0.14408842641514108] Predicted: 3.307652053907774 Movie Vector: [2.3645158540029656, 0.5213867029615519] User Vector: [1.6198401550963089, -0.12351693678631073] Predicted: 3.76573763924492 Movie Vector: [2.1168022129926305, -0.09942640235832151] User Vector: [1.865813166382274, -0.12441944778113007] Predicted: 3.961928017705071 Movie Vector: [1.5131543370507763, 0.4921639921462501] User Vector: [1.1537181978083737, 0.11301107911046583] Predicted: 1.8013736785999086 Movie Vector: [1.8896510356416825, -0.4588090802890087] User Vector: [1.9075438825565396, -0.1314695698191375] Predicted: 3.664911705619631 Movie Vector: [0.2722316315170818, -0.6461290762067617] User Vector: [1.9896300442469588, -1.147787336399935] Predicted: 1.2832590044106629 Movie Vector: [1.8693822191843437, -0.8777254823344169] User Vector: [1.7390990404352937, -0.25682192746389554] Predicted: 3.4764599737475943 Movie Vector: [1.8012093157172393, -0.4184217575034799] User Vector: [1.8325638492375953, 0.7405947055663282] Predicted: 2.990950138592564 Movie Vector: [1.50062082010284, -0.19801361536414255] User Vector: [-0.2957785354864921, -0.5488445382974381] Predicted: -0.3351727371894174 Movie Vector: [1.1874609718352114, -0.676185645334601] User Vector: [1.8308105750494685, -0.3259726432762368] Predicted: 2.394434126849592 Movie Vector: [-0.09443584836642238, -1.448658367098065] User Vector: [1.8595997681430865, -0.24082712329442577] Predicted: 0.1732633454580325 Movie Vector: [1.4799873657936096, -0.5128249025111101] User Vector: [1.6621005605515802, -0.8839861996676419] Predicted: 2.91321796696054 Movie Vector: [2.17410545458793, -0.12354024615203352] User Vector: [1.7657812703233662, -0.7426844558559946] Predicted: 3.930746111908973 Movie Vector: [1.5423619428649002, -0.6593415055935932] User Vector: [1.9901385790283002, -0.6006051791835781] Predicted: 3.465517928430691 Movie Vector: [1.8970506169440065, -1.3424573692658102] User Vector: [1.681121844179341, -0.5447255632283866] Predicted: 3.9204440782418812 Movie Vector: [1.8970186735632182, -0.9545516919420659] User Vector: [1.6915985734245447, -0.6148262949536383] Predicted: 3.7958775620577287 Movie Vector: [2.3827602017967493, -0.026281434638335398] User Vector: [1.611638318535941, -0.28001022924009383] Predicted: 3.8475067156359115 Movie Vector: [1.633072406488139, -1.2423725470466813] User Vector: [1.7330286984895598, 0.5202669819176446] Predicted: 2.183795931686039 Movie Vector: [0.9330959137984722, -0.7524557820045876] User Vector: [1.9385154998750196, -0.6908512930308663] Predicted: 2.3286559417148047 Movie Vector: [1.649152428362298, -0.06070920876939494] User Vector: [1.3853478202967442, -0.19100215570580714] Predicted: 2.2962453117149404 Movie Vector: [1.2606069933752908, -0.38809140764749894] User Vector: [1.7142910409127623, -0.10219452505187702] Predicted: 2.2007080919364856 Movie Vector: [1.6150247402924505, -0.029325431991257287] User Vector: [1.362768472834054, -0.18519378072124093] Predicted: 2.206335686539302 Movie Vector: [2.0341355631927973, -0.8968113335764831] User Vector: [1.8888344939487334, -0.5352314142480123] Predicted: 4.3221470155101755 Movie Vector: [1.2878441849655295, -0.5664653727508612] User Vector: [2.0274784719082435, -0.6197714650997309] Predicted: 2.9621554341878955 Movie Vector: [1.5112674919233704, 0.03305735919438969] User Vector: [2.3964405681726424, -0.5494776882442337] Predicted: 3.6034984456960935 Movie Vector: [1.7802977212464064, -0.19321314959409064] User Vector: [1.935084133185529, 0.24818347324760334] Predicted: 3.397073562186905 Movie Vector: [1.786570627334213, -0.9395807739091909] User Vector: [2.3286368773124315, -0.851169840783552] Predicted: 4.960017064465226 Movie Vector: [1.9813350506513314, -0.7340893347122464] User Vector: [1.7757955348168815, -0.8876119721255725] Predicted: 4.1700324180231005 Movie Vector: [1.0055412587925685, -0.02714409346076488] User Vector: [1.5990852182118263, -0.12244264201094346] Predicted: 1.611269757755637 Movie Vector: [1.912556868680437, -0.9601991848427287] User Vector: [2.1201868549330576, -0.4797555318722925] Predicted: 4.515638802915758 Movie Vector: [1.7259606731095791, -0.5374433459587719] User Vector: [2.094876437566056, 0.6306041894877649] Predicted: 3.2767603206889833 Movie Vector: [2.2507877136902117, -0.08272374309664218] User Vector: [1.490395293015336, -1.2664283084688537] Predicted: 3.459327104100734 Movie Vector: [0.40513931135137504, -0.022415268431339397] User Vector: [1.746396348426891, -0.5246775179009268] Predicted: 0.7192946013518648 Movie Vector: [1.7858213626507902, -0.13681596719109634] User Vector: [1.9683552873757844, 0.07206074263750276] Predicted: 3.5052718612818525 Movie Vector: [-0.3552934473787893, 0.6488953544055495] User Vector: [1.9369192222934728, 0.05125112236532174] Predicted: -0.6549180925719639 Movie Vector: [1.909194838855147, 0.027572739848787855] User Vector: [1.6234809048762977, 0.34295282347889583] Predicted: 3.108997513551902 Movie Vector: [1.540150710667546, 0.25446981730966545] User Vector: [1.5572390631758357, -0.7214354139967025] Predicted: 2.214799311829063 Movie Vector: [2.1371673128454836, -0.5207518895879748] User Vector: [2.1636405125860163, -0.18230185337260038] Predicted:
avg loss: 9.267299222659243: 75%|██████████████████████████████████▎ | 52197/70000 [01:24<00:29, 608.63it/s]
4.718995814866253 Movie Vector: [1.5958343066114704, -0.8925768818293421] User Vector: [1.7615654854636675, 0.08269560373431517] Predicted: 2.73735445092344 Movie Vector: [2.1690119121712477, -0.4853232776944408] User Vector: [1.3672706639528152, 0.035736769474007175] Predicted: 2.9482824711806113 Movie Vector: [0.6541609703109407, -0.589654580041603] User Vector: [1.6856154265490721, -0.45004095806814315] Predicted: 1.3680325351336229 Movie Vector: [2.191615250250517, 0.010843387789331672] User Vector: [1.7690083741652365, -0.8818159614711408] Predicted: 3.8674238582123506 Movie Vector: [2.308111688762059, 0.056590453975326124] User Vector: [2.160703968972665, -0.6721123802371956] Predicted: 4.949110942020322 Movie Vector: [2.2223881688698732, -0.3253195386469359] User Vector: [2.0272349953132447, -0.6164634588037362] Predicted: 4.705850677113854 Movie Vector: [1.8795035030189842, 0.26432293674494123] User Vector: [1.9297542582772969, -0.207229490036589] Predicted: 3.5722043810113533 Movie Vector: [1.5303374585664646, -0.0961941156735444] User Vector: [1.5334291837373786, -0.5300910488313031] Predicted: 2.397655759601097 Movie Vector: [2.151566592802252, -0.03238438122785209] User Vector: [0.7912093131273317, -1.2625111088984007] Predicted: 1.7432251670937473 Movie Vector: [2.3045180551773163, 0.03753140428729365] User Vector: [1.79664589672838, 0.04329778919612759] Predicted: 4.142027934601858 Movie Vector: [1.6029674807833065, -0.5389469277907144] User Vector: [1.827959549282026, -1.3729724421187512] Predicted: 3.670118993307613 Movie Vector: [1.7510066969113904, -0.44065020888674555] User Vector: [1.597616896889573, -0.5951090519845084] Predicted: 3.0596728136198035 Movie Vector: [1.7183583376641016, -0.47817305151556083] User Vector: [1.5566869579556784, -0.5019857673382117] Predicted: 2.9149820795215997 Movie Vector: [2.3151865306839343, -0.9749222506665398] User Vector: [1.3235186704754005, 0.6237667686434579] Predicted: 2.4560684970164806 Movie Vector: [1.5239037090587852, -0.6285785395224046] User Vector: [1.9598640029955188, -0.3126693875545672] Predicted: 3.183181290398084 Movie Vector: [1.5330283032681187, 0.019258317957365344] User Vector: [1.9445648043022612, -0.16267209152262205] Predicted: 2.9779400916730645 Movie Vector: [2.001080879536395, 0.35088276221977255] User Vector: [1.894785508721644, -0.5655166589862015] Predicted: 3.5931890049391475 Movie Vector: [0.7073798365836771, -0.16038685502998198] User Vector: [2.4234054641008886, -0.5488878600006546] Predicted: 1.8023025588013188 Movie Vector: [1.6437357123413674, 0.5325030601944812] User Vector: [2.1252551731447245, -0.02135747985048033] Predicted: 3.481984902557797 Movie Vector: [1.9958415866756232, -0.3137686644551365] User Vector: [1.6102656810921274, -0.9010526132467572] Predicted: 3.49655728698246 Movie Vector: [1.8198669543690285, -0.29968344904066174] User Vector: [2.0505138673140912, -0.19024652913787019] Predicted: 3.788676162620405 Movie Vector: [1.9452947093606363, 0.37388312867238505] User Vector: [1.5516788117776785, -0.26229894413763927] Predicted: 2.920403433296473 Movie Vector: [1.6501395042162532, -1.324688167116776] User Vector: [2.560115297164668, -0.36175713694798456] Predicted: 4.7037627858847895 Movie Vector: [1.8724901417070008, -0.17964060119238] User Vector: [1.974133472984828, 0.18998125159933887] Predicted: 3.6624171203253084 Movie Vector: [1.3995511503116238, -0.6544942094354019] User Vector: [0.10733266188218041, -1.308977148991772] Predicted: 1.0069355147015904 Movie Vector: [2.2978614755508695, -0.15689736106135282] User Vector: [1.6481347660502177, 0.06217441424058251] Predicted: 3.7774303839029577 Movie Vector: [1.943346763650149, 0.09898306355886757] User Vector: [1.8498738091944913, -0.5506620747725982] Predicted: 3.5404400611126134 Movie Vector: [1.1112997025107931, 0.2152851649222597] User Vector: [1.801645870013241, -0.18600487820953282] Predicted: 1.9621244284938297 Movie Vector: [1.6090035036248518, -1.1642948518531755] User Vector: [1.9740770136979482, -0.6822301426622387] Predicted: 3.970613874345985 Movie Vector: [1.1339780683575247, 1.2167426759235376] User Vector: [1.9859319707845147, -0.494939277949688] Predicted: 1.649789558647509 Movie Vector: [1.4275224368415314, -0.8546094158866621] User Vector: [1.6868913190263863, -1.0315532540689352] Predicted: 3.28965033033921 Movie Vector: [2.46669886851135, -0.9035153536695552] User Vector: [1.8233573345398166, -0.5691694026173939] Predicted: 5.011926768104981 Movie Vector: [2.3144582949756436, 0.4957185510257891] User Vector: [1.862462472850368, -0.7476315035801316] Predicted: 3.939976913713409 Movie Vector: [1.4140075613392682, -0.8307975951875517] User Vector: [1.782789451236627, -0.6784486979323775] Predicted: 3.08453131102482 Movie Vector: [2.363968961402562, 0.48951137079863577] User Vector: [2.165989562302549, -0.6719827876669905] Predicted: 4.79138888046119 Movie Vector: [1.4970871290583678, -0.8389995004951629] User Vector: [2.2281175589322406, -0.39201770244594664] Predicted: 3.6645887760438174 Movie Vector: [2.245033892021889, -0.11050881319118415] User Vector: [2.1383436657985064, -0.5104943563274025] Predicted: 4.857068127966514 Movie Vector: [1.4480751729483257, -0.18059898990125403] User Vector: [2.495227069195631, -0.9650355130637147] Predicted: 3.7875608086489523 Movie Vector: [1.856759049029642, -0.0741122128182332] User Vector: [1.7587202236622412, -0.27383801656124523] Predicted: 3.2858144313574122 Movie Vector: [1.758049080297504, -0.017229331110423966] User Vector: [1.8290637666623775, -0.14811996382676823] Predicted: 3.2181358806871163 Movie Vector: [1.7969367454613157, -0.06676651578709462] User Vector: [1.798524857731074, -0.24082001798377714] Predicted: 3.247914118015114 Movie Vector: [0.4689023750499539, -0.005175006581604748] User Vector: [1.8451879037316512, -0.5216757217329033] Predicted: 0.8679126657666482 Movie Vector: [1.7243139206241573, -0.48009355188775904] User Vector: [1.834740211207252, -0.26969409805958244] Predicted: 3.2931464843741614 Movie Vector: [2.100310633493122, -0.07863987446213755] User Vector: [1.7273174636228505, -0.3504594022824912] Predicted: 3.655463319665013 Movie Vector: [1.7835332308600091, 0.3650586146969741] User Vector: [1.313280433492411, -0.8458222778109012] Predicted: 2.033504585554467 Movie Vector: [1.9880010815123084, 0.1865020958823448] User Vector: [1.6738384265221398, -1.1815876419133702] Predicted: 3.1072240305173535 Movie Vector: [1.7937526754618265, 1.5033608376650895] User Vector: [1.8003832243434228, -0.20928394822351334] Predicted: 2.914812933811446 Movie Vector: [0.48719833790381856, 0.05258407983148686] User Vector: [1.592914959557341, -0.5939257842841191] Predicted: 0.7448344798636903 Movie Vector: [1.104449430592454, -1.0203046694488902] User Vector: [2.0486098784221536, -0.7361630461623012] Predicted: 3.0136966072045386 Movie Vector: [2.029667420780999, -0.25546696951480735] User Vector: [1.7562979503951635, -0.2835423079789196] Predicted: 3.637136425250115 Movie Vector: [1.6959385401909477, -0.05324299427167721] User Vector: [2.4296985873650545, -0.5503147231885145] Predicted: 4.149919879014244 Movie Vector: [1.982843678708872, -0.6427208628242739] User Vector: [2.06385994064322, -0.43718148504911464] Predicted: 4.373297298326441 Movie Vector: [1.8352039174760304, -0.9905083466756627] User Vector: [1.8209353764425957, -0.6786928473538065] Predicted: 4.0140386664511585 Movie Vector: [2.117349888309662, 0.504135709499033] User Vector: [1.8782651846355203, -0.9456116433140175] Predicted: 3.500227982191287 Movie Vector: [2.1225636471397404, 0.04526425694829554] User Vector: [1.9112602947221873, 1.2158885694575199] Predicted: 4.111807914427321 Movie Vector: [1.9350813765743258, -0.2753284459192797] User Vector: [1.9171593917950376, -0.9827600227003037] Predicted: 3.9804412247488092 Movie Vector: [0.36838212167323026, 0.02387205165905569] User Vector: [1.8497955085652638, -0.9150291378794495] Predicted: 0.6595879712578844 Movie Vector: [1.7795126397595282, -0.80908549509524] User Vector: [1.5782911585905675, -0.33107345469277144] Predicted: 3.076455795935617 Movie Vector: [1.891619727960743, -0.22973115930223148] User Vector: [2.2422755066879696, -0.5533277786369838] Predicted: 4.368649216034537 Movie Vector: [1.9211392518293138, -0.5266117207434161] User Vector: [1.7557706012950696, -0.5238758709068456] Predicted: 3.6489589931901243 Movie Vector: [1.3421134597547797, -1.182223512190807] User Vector: [1.5588153122028543, -0.08879189780534891] Predicted: 2.1970788810568265 Movie Vector: [1.554879806278397, -0.27282874596313456] User Vector: [1.988617537149579, -0.46069691405289265] Predicted: 3.217752612255097 Movie Vector: [1.9081546077289568, -0.4353805925947715] User Vector: [2.2507138511169336, -0.40468114566713353] Predicted: 4.47090032270065 Movie Vector: [1.5307172327485554, -0.8449164216777078] User Vector: [2.1127492468759987, -0.7748595881127491] Predicted: 3.8887132711605097 Movie Vector: [2.038122750183536, -0.4702336434760485] User Vector: [1.6867148963611387, -0.6504329596144712] Predicted: 3.7435874637835242 Movie Vector: [2.3836691842524873, -0.8775972547352864] User Vector: [2.5821127699980395, -0.37941612389689716] Predicted: 6.4878771888433775 Movie Vector: [1.9920763028582085, -0.7928272662183513] User Vector: [1.6948232420030396, -0.6974176948289106] Predicted: 3.9291489823310872 Movie Vector: [1.7604628417534594, -0.9121370109472717] User Vector: [1.7851617502592836, 0.12311399659343962] Predicted: 3.0304140949925253 Movie Vector: [1.595174243949901, 0.22897859605031615] User Vector: [2.0184154683750415, -0.9258105911280935] Predicted: 3.007733559376918 Movie Vector: [2.0031560134649307, 0.40450953957447455] User Vector: [2.3160535853992057, 0.3157668781304603] Predicted: 4.767147381584854 Movie Vector: [1.6248813955930503, -0.28904579905333516] User Vector: [1.7725567068366217, -0.7430694597631734] Predicted: 3.094975521321888 Movie Vector: [1.6813882232336816, -0.9494634125297727] User Vector: [1.8124638867851584, -0.9168491898981517] Predicted: 3.917970194892767 Movie Vector: [2.0520585914811065, 0.1845696852280596] User Vector: [1.4865176066633992, -0.025107231844388983] Predicted: 3.0457871922630932 Movie Vector: [1.9594289079189608, -0.014836429921889523] User Vector: [1.5550695545506983, -0.16353870068303134] Predicted: 3.0494745694835004 Movie Vector: [1.2347678343104993, -0.1579243769347005] User Vector: [2.188023945056447, 0.52676690176951] Predicted: 2.6185122533050915 Movie Vector: [2.308699088068675, 0.52564287350272] User Vector: [2.0340264170738047, -0.966251329998877] Predicted: 4.188051808579453 Movie Vector: [1.9902664991941639, -0.439336430834363] User Vector: [1.7532902192297433, -2.251245831187918] Predicted: 4.478569095102588 Movie Vector: [1.7843102320566262, -0.759187534347528] User Vector: [1.7668376135472093, -0.22475409510215252] Predicted: 3.32321693952991 Movie Vector: [2.2359205156504225, 0.733420499792997] User Vector: [2.0701743616570645, -0.3416835502905832] Predicted: 4.378147605977383 Movie Vector: [1.8368810311359751, 0.2780253137593164] User Vector: [1.6433363845700966, -0.48084793767593564] Predicted: 2.884925533849512 Movie Vector: [1.7825444664480257, 0.35908185337255993] User Vector: [1.9497101459491963, 0.2647592426003487] Predicted: 3.570515271369761 Movie Vector: [0.7892481998581149, 0.6364718580221757] User Vector: [1.9415789583567025, -0.583194813189575] Predicted: 1.1612006114257567 Movie Vector: [2.1546962542305974, -0.014705939326464012] User Vector: [1.6447511387442897, -0.6444923189885613] Predicted: 3.5534169827332485 Movie Vector: [2.2899521550908877, -0.4610852948950052] User Vector: [1.75626109948413, -0.53737841747517] Predicted: 4.2695311757577254 Movie Vector: [1.6023712907128156, -0.027605888126300607] User Vector: [2.4100117990573007, -0.6472567335632169] Predicted: 3.8796018140643023 Movie Vector: [0.37425574707642173, -1.6069112579205769] User Vector: [2.2402180843796295, -0.8125190851978729] Predicted: 2.1440605580633987 Movie Vector: [2.1223428763886254, -1.2004109344091387] User Vector: [2.0128920091372144, -0.29997169921551536] Predicted: 4.632136324283549 Movie Vector: [-1.9082136837440535, 0.3133062993519] User Vector: [1.8352379890272412, -0.9084899865411529] Predicted: -3.786661879270167 Movie Vector: [1.8467256696305556, -0.8635740899379097] User Vector: [2.0867278008454084, -0.26278685643503363] Predicted: 4.080549715746462 Movie Vector: [1.9777429303499952, -0.28383076627590925] User Vector: [1.7745530690405962, 0.053542606649008735] Predicted: 3.494412747752328 Movie Vector: [1.865237064771794, 0.3914266337640757] User Vector: [1.9243293360089655, -0.30529851994618773] Predicted: 3.4698284303959275 Movie Vector: [2.2323027408461957, -0.06892636991586054] User Vector: [2.177640735964533, -0.4266616687314131] Predicted: 4.890561623479854 Movie Vector: [1.9226538607808727, -0.5457489240925323] User Vector: [0.6542585021652539, 0.264848503246481] Predicted: 1.1133718494424518 Movie Vector: [2.3465138224952318, -0.6048977785016404] User Vector: [2.2130467123176314, -0.5623084420626169] Predicted: 5.533083827717346 Movie Vector: [1.8983581974980226, 0.11237505659928014] User Vector: [1.682918280164109, 0.1489603536533184] Predicted: 3.2115211410416507 Movie Vector: [2.1645269546077555, -0.523057130856965] User Vector: [0.6278468929991369, -2.177855762328995] Predicted: 2.4981345097274756 Movie Vector: [1.8472579781149974, -0.010114546343124226] User Vector: [2.130764001895853, -0.515475955766425] Predicted: 3.9412846074257195 Movie Vector: [2.1818013474534244, -0.15452335241667278] User Vector: [1.8585443718097674, 0.046566114111081316] Predicted: 4.047779062655067 Movie Vector: [1.1585682426028523, -1.2755892769240194] User Vector: [1.9238885695987928, -1.405225529848535] Predicted: 4.021446816578454 Movie Vector: [1.2836818066191757, -0.9061142262999305] User Vector: [1.721675718576078, 0.06134906058765849] Predicted: 2.154494540265494 Movie Vector: [2.246618278469325, 0.09202103244092195] User Vector: [1.906629904075799, -0.5944085689670143] Predicted: 4.228771502564831 Movie Vector: [2.290694878150082, -0.025077952416351065] User Vector: [1.7988118582582804, -0.27376215033649254] Predicted: 4.127394504647411 Movie Vector: [1.487451517813175, -0.8587470294890399] User Vector: [1.9527573584829432, -0.5948243804951997] Predicted: 3.415435566614211 Movie Vector: [2.113666287500152, -0.3055700151765486] User Vector: [1.8134630681067025, -0.37242477471500735] Predicted: 3.946857594745517 Movie Vector: [1.7186321837370182, 0.06770605921902778] User Vector: [2.574233708322356, -0.9748889512610759] Predicted: 4.358155010517434 Movie Vector: [-0.31577640109187, -0.08171839076285342] User Vector: [1.1934053372344813, 0.7145312007438849] Predicted: -0.4352395823103736 Movie Vector: [0.5189964756672472, -0.9687440394582101] User Vector: [1.0599260119469296, 0.03650584096437491] Predicted: 0.5147330488288494 Movie Vector: [1.9028152830806442, -0.14674032528875083] User Vector: [1.5102888895562225, 1.2572165570828187] Predicted: 2.6893164143697392 Movie Vector: [1.4269059224179808, -0.5276524076973426] User Vector: [1.6141939027168501, -0.6824674948931632] Predicted: 2.663408456573219 Movie Vector: [2.052030078232904, -0.08345953504700797] User Vector: [1.5562620448762279, -0.8132145528873194] Predicted: 3.2613670341757013 Movie Vector: [2.0945901085750185, -0.8351199223477755] User Vector: [0.828454940912993, 0.5697626358113339] Predicted: 1.2594533964610315 Movie Vector: [1.5234050883518906, -0.7380233660079978] User Vector: [1.711031996914276, -0.5280262908876511] Predicted: 2.996290590973727 Movie Vector: [2.2686506347322197, -0.45456748424400434] User Vector: [1.926781358939105, -0.09229815427108855] Predicted: 4.4131494927347825 Movie Vector: [1.9928454714938648, -0.8512129231510948] User Vector: [2.1155469317393023, -1.1821321661492667] Predicted: 5.222204299348262 Movie Vector: [2.267441598305306, 0.03010751543955437] User Vector: [1.7684418873646321, -0.0741250726655826] Predicted: 4.007606977826376 Movie Vector: [1.3098430727511288, -0.841118683649906] User Vector: [1.5737728106062177, -0.2124245068439865] Predicted: 2.2400696356282226 Movie Vector: [2.117562756522196, -0.19947612176197713] User Vector: [1.740497460139355, -0.07267735089336715] Predicted: 3.700109995508717 Movie Vector: [1.1716468171966603, -0.3141327913013684] User Vector: [1.7861185408683555, -0.5321946747959899] Predicted: 2.2598799022537404 Movie Vector: [2.130570133285607, 0.08586046463203659] User Vector: [1.9525195580234789, -0.26582464820869256] Predicted: 4.137156027174992 Movie Vector: [2.2340394527687915, -0.7392148561984383] User Vector: [1.5958712681735923, -0.11201091297935382] Predicted: 3.648039505570658 Movie Vector: [1.8845708468670948, 0.19532659870730143] User Vector: [1.7556723121267233, 0.05385189911198702] Predicted: 3.3192075643732424 Movie Vector: [0.35916726830015355, -0.46052597127866285] User Vector: [0.8172527868216971, 0.4324831691677884] Predicted: 0.09436071941076665 Movie Vector:
avg loss: 9.250000377740173: 75%|██████████████████████████████████▍ | 52331/70000 [01:25<00:27, 636.68it/s]
[2.51370138927404, -0.3344337159418378] User Vector: [1.9039465481490045, 0.25554046695441257] Predicted: 4.700491735248589 Movie Vector: [2.2069593257874156, -0.6702452194074535] User Vector: [1.8658708611204085, 0.5388140293368219] Predicted: 3.756763570352009 Movie Vector: [1.6453264877015088, 0.22053130113167] User Vector: [1.9764788295236269, -0.3211545440739064] Predicted: 3.1811283411275313 Movie Vector: [0.5773250951325724, 0.20336178336460176] User Vector: [1.0373076349978676, 0.001068699746599934] Predicted: 0.5990810617432374 Movie Vector: [1.9470840354430297, -0.2870167795512556] User Vector: [2.2126833045268337, 0.2845696848766694] Predicted: 4.2266040632243085 Movie Vector: [1.7101000498918597, 0.40810056858345106] User Vector: [1.8431662568697802, -1.1657023410728788] Predicted: 2.6762749196411018 Movie Vector: [1.5102879355378303, -1.0261417024158415] User Vector: [1.7772304872541094, -0.2204000820625505] Predicted: 2.9102914789901577 Movie Vector: [0.6983058072041051, 0.8983526220763268] User Vector: [1.9286276335075763, -0.12170141927063587] Predicted: 1.2374410873004649 Movie Vector: [1.6844288829186824, 0.291445852209918] User Vector: [1.7879765020840561, -0.5269780359684844] Predicted: 2.8581336993015563 Movie Vector: [1.7841551451642153, 1.0838929317926513] User Vector: [2.04141233997976, -0.029799643282674683] Predicted: 3.609896707052576 Movie Vector: [1.911729667878904, -0.2314330401899652] User Vector: [1.8958420219647942, -1.0305329403042225] Predicted: 3.8628368103921358 Movie Vector: [1.7150849612189987, -0.8436296249448442] User Vector: [1.2314101791415681, -0.37274853229642835] Predicted: 2.426434783837674 Movie Vector: [2.2675221688371883, -0.21741152948547154] User Vector: [1.4472400800053529, 0.6458150074440966] Predicted: 3.141241336508751 Movie Vector: [2.1654820967310737, -0.1836800190096242] User Vector: [1.8693928844673153, -0.5953108202233967] Predicted: 4.1574835258457 Movie Vector: [2.2218668074151804, 0.21974870156009804] User Vector: [1.7567459190336483, 0.24547676060122678] Predicted: 3.957198645968238 Movie Vector: [2.034699420741921, -0.22750847106441419] User Vector: [1.709023656865683, -0.6235943387861893] Predicted: 3.619222439240515 Movie Vector: [2.032322030218186, -0.33418194120343864] User Vector: [1.4231176852900427, -0.22843502117314626] Predicted: 2.9685722822225555 Movie Vector: [1.8480537899364915, 0.24161171732229114] User Vector: [2.0890133708525056, 0.22524173482590476] Predicted: 3.9150301195959174 Movie Vector: [1.4998016233478546, -0.26147575879664586] User Vector: [1.7457143320296538, -0.8126955584325112] Predicted: 2.830725376891495 Movie Vector: [2.3541172371358177, -0.1705255727222305] User Vector: [1.9249500465978184, -0.5787704478503675] Predicted: 4.630253247415706 Movie Vector: [1.6839711983676604, -0.16861682949986997] User Vector: [1.7547467968705839, -0.17802360274644666] Predicted: 2.984960841829221 Movie Vector: [1.7232320859707158, -0.3889575441916744] User Vector: [1.3065915425245735, 0.7940770572048294] Predicted: 1.9426982072669738 Movie Vector: [1.7123610716349529, -0.621111976597575] User Vector: [1.7428961603440063, -0.5100986018304662] Predicted: 3.301295887717688 Movie Vector: [1.6122212317774096, 1.0372839620330556] User Vector: [1.5348665238269859, 0.6374133258921126] Predicted: 3.1357230177922917 Movie Vector: [0.5916706183039063, -1.3160995842038836] User Vector: [2.071026159378031, -0.3837766289405048] Predicted: 1.7304535900185307 Movie Vector: [1.0463339496404613, 0.1795400626259201] User Vector: [1.815526769899759, -0.773187186088146] Predicted: 1.7608292200153792 Movie Vector: [1.636067237202483, -0.5958357958625672] User Vector: [2.0414193871849435, 0.2988003329202304] Predicted: 3.161863442593731 Movie Vector: [1.6121835996289497, -0.5886984953193124] User Vector: [1.8726294506667407, -0.34749861986934083] Predicted: 3.2235944031897072 Movie Vector: [2.293425548940851, -0.5914086893522771] User Vector: [1.6388814698326748, -0.16417330886027878] Predicted: 3.855746156019675 Movie Vector: [1.9298050467193983, -0.7160499052162093] User Vector: [1.6535821381366178, -0.14640019893763606] Predicted: 3.2959210039140268 Movie Vector: [2.113735759665805, 0.001344345429159165] User Vector: [2.3128014504840473, -0.6737514828942823] Predicted: 4.887745376168656 Movie Vector: [2.047039360614852, -0.03262801194575375] User Vector: [1.8726025629306975, -0.49240105702702136] Predicted: 3.8493572206781677 Movie Vector: [0.8002935159947411, -0.33757080273416457] User Vector: [1.2586278248219194, -0.1606954747226898] Predicted: 1.061517787653433 Movie Vector: [1.9974799006741264, -0.7950508401222034] User Vector: [1.774183655334477, -0.12011560088536614] Predicted: 3.6393942010308633 Movie Vector: [2.2157702427118107, -0.2862430326579175] User Vector: [1.7332568354775675, -0.37029944038782175] Predicted: 3.9464945538361746 Movie Vector: [1.14574880202285, -0.4850977343910507] User Vector: [1.5632610643184, -0.5038151648693016] Predicted: 2.035504086721724 Movie Vector: [1.6837815433791488, -0.8869135792049987] User Vector: [1.691123913782021, -0.6683532233315723] Predicted: 3.440254783071481 Movie Vector: [2.1399315976384132, -0.3527331907374013] User Vector: [1.8064361100909334, -1.4396820385078353] Predicted: 4.373473350188807 Movie Vector: [2.3885346525201485, -0.1534767963226403] User Vector: [1.6267929904778826, -0.2804851030233946] Predicted: 3.9286993852615586 Movie Vector: [0.14133477388400867, 0.4965183350423901] User Vector: [2.3678698991788654, 0.2905166981513345] Predicted: 0.47890922405530856 Movie Vector: [-0.3126551223807296, 1.0113127883206026] User Vector: [1.8121232786078891, 0.25949616295592726] Predicted: -0.30413783732466226 Movie Vector: [2.230655486863013, 0.08615601102306422] User Vector: [1.890883558830743, -0.27994044043263666] Predicted: 4.193791233853142 Movie Vector: [1.7696395208118736, -0.9941060292913927] User Vector: [1.9015574137583802, -0.8352307692356665] Predicted: 4.195379094026509 Movie Vector: [1.89160018671456, -0.0568963934249481] User Vector: [1.798729868332474, -0.5251174504476727] Predicted: 3.43235504384174 Movie Vector: [2.124063486265805, 0.13565415627482086] User Vector: [2.0726174999248124, -0.6571791801521001] Predicted: 4.313222065380902 Movie Vector: [2.5680815673974755, -0.22025581414293074] User Vector: [1.9428955640042262, 0.5295992559230989] Predicted: 4.872866970014743 Movie Vector: [1.4509454991275106, -0.8476270253294262] User Vector: [1.1228810083760836, -0.5895571999778247] Predicted: 2.1289637608377885 Movie Vector: [0.73007195682053, -0.5125382789242914] User Vector: [1.573882501356737, -0.9062730481522213] Predicted: 1.6135471059065145 Movie Vector: [2.282867164589791, 0.21482439554169377] User Vector: [1.8738731604422751, -0.7631755501132268] Predicted: 4.113854782334494 Movie Vector: [2.0163858148350666, -0.20726652754479613] User Vector: [1.9069038207540119, -1.0967049129324271] Predicted: 4.072364033468002 Movie Vector: [2.2952483056255106, -0.4820237986585469] User Vector: [1.783327343618934, -0.2245424965137116] Predicted: 4.201413890946815 Movie Vector: [2.0639835244122917, -0.2381937539696035] User Vector: [1.538519158971215, -0.15781572705764357] Predicted: 3.213068916572546 Movie Vector: [2.0917514076446686, -0.9131377030958158] User Vector: [1.7931974575048926, -0.6775184821643074] Predicted: 4.369590976529179 Movie Vector: [2.3361546084754554, -0.04735198835371788] User Vector: [1.7509489498963278, -0.8756550633069191] Predicted: 4.131951466865149 Movie Vector: [2.023045010989998, 0.2871330381052733] User Vector: [1.901947554145433, -0.2795549104165385] Predicted: 3.767456059833399 Movie Vector: [1.7620358329809027, 0.23233708360228286] User Vector: [1.7288416395321085, -0.18868362801513044] Predicted: 3.002442714548495 Movie Vector: [1.5902281454342073, -0.6737870771100314] User Vector: [1.7147252221337306, -0.16908720536617988] Predicted: 2.8407330838033635 Movie Vector: [2.201837281288778, -0.49012882166273436] User Vector: [2.1844214339867403, 0.6639618532133406] Predicted: 4.484313710653837 Movie Vector: [1.3511502433941471, -0.7790594802467545] User Vector: [2.00707004267415, -0.3574799463598727] Predicted: 2.9903513178780394 Movie Vector: [-0.22008114946605922, -0.5691131635871326] User Vector: [1.8251407119274015, -0.5426569944451373] Predicted: -0.09284582696692706 Movie Vector: [1.8036368313556979, -0.372187116963676] User Vector: [1.7223303172926117, -0.07791372247501822] Predicted: 3.135456879769385 Movie Vector: [1.6958432954625708, 0.28808163310686985] User Vector: [1.8522854120571604, 0.404617274233763] Predicted: 3.257748602464773 Movie Vector: [1.8892927440271947, 1.265318469835224] User Vector: [1.6642809649528914, -0.5862231395232194] Predicted: 2.4025549852245547 Movie Vector: [1.852677391744708, 0.7041104175034919] User Vector: [1.6730652512562472, 0.06845054480464166] Predicted: 3.147846907596866 Movie Vector: [2.112947415903112, 0.039146688517577646] User Vector: [2.251455654302338, -0.81057922984572] Predicted: 4.725475914148987 Movie Vector: [2.3575907328734864, 0.18439159916295028] User Vector: [1.7588670774488826, -0.8771507972217109] Predicted: 3.98494948394299 Movie Vector: [2.313059717291988, 0.055051311510422384] User Vector: [1.5614305199011251, -0.5030401320279366] Predicted: 3.5839890179230647 Movie Vector: [1.7584105645213193, -0.0931241959799824] User Vector: [1.8091608054830877, 0.3264846701453754] Predicted: 3.150843850872283 Movie Vector: [2.020164560417962, -0.9283004493838828] User Vector: [2.1380564868355605, -0.5525916519566982] Predicted: 4.8321970217141175 Movie Vector: [2.096069954706704, 0.1251092227807212] User Vector: [2.137450850785143, -0.41490673453382587] Predicted: 4.428337848909006 Movie Vector: [1.5777133786557251, -0.28184551956018766] User Vector: [2.0305513821712644, -0.4263848167739493] Predicted: 3.3238027319157073 Movie Vector: [2.113654313202658, -0.09254137709709664] User Vector: [2.1614260134675876, -0.905282204364152] Predicted: 4.652283477887546 Movie Vector: [0.9947559387360682, -0.13929257212552368] User Vector: [1.888761140506521, -0.274746892495574] Predicted: 1.9171265627119745 Movie Vector: [1.7530837635501773, -0.1383817565330814] User Vector: [2.181903883892433, -0.07084706058754849] Predicted: 3.8348642131682062 Movie Vector: [2.618357226357114, 0.6030186464019134] User Vector: [1.8410410354137383, -0.7126743112695311] Predicted: 4.390747200588377 Movie Vector: [1.682572752605893, -0.21366671094331235] User Vector: [2.1906653957518443, -0.18888685909017414] Predicted: 3.7263127388908686 Movie Vector: [1.6470374176262195, -0.19253127972738676] User Vector: [1.9649059923632837, -0.7546090976296048] Predicted: 3.3815595468008635 Movie Vector: [1.8702579951485105, 0.7188676351788053] User Vector: [1.8035399700238663, -0.18563794601991243] Predicted: 3.239635937252256 Movie Vector: [2.331942473256718, -0.3565989030561518] User Vector: [1.2589827194691179, 0.08682090370250833] Predicted: 2.904915037603625 Movie Vector: [1.741066408363555, -0.13845442914119752] User Vector: [1.8834658900039114, -0.782481933010398] Predicted: 3.3875772817326317 Movie Vector: [1.6834165418613884, -0.7828989464772349] User Vector: [2.301155970157484, -0.08756626390335068] Predicted: 3.942359561323081 Movie Vector: [1.6292166527765704, 0.22314895967328538] User Vector: [-1.2006994997131581, -0.6998615612840925] Predicted: -2.1123729992290405 Movie Vector: [1.7761292069894161, 0.14597783435180983] User Vector: [1.9948362245170188, -0.34029109331777446] Predicted: 3.493411924673435 Movie Vector: [1.4408178469749036, 0.5167422531891435] User Vector: [2.2010397957475414, -0.6648253236357828] Predicted: 2.827754083902298 Movie Vector: [0.5165215926126192, 0.5425504400177259] User Vector: [1.89290857631273, -0.3202802923432448] Predicted: 0.8039599389673036 Movie Vector: [1.3607144630290755, 0.03665867786248455] User Vector: [1.867533433564857, -0.16104089581510356] Predicted: 2.5352762069196784 Movie Vector: [2.343208526068111, -1.386621792909481] User Vector: [1.736436271940169, -0.4260280946505953] Predicted: 4.659572117818347 Movie Vector: [2.199608856082525, -0.32321974971243606] User Vector: [1.1374359447152926, 0.6594133220349149] Predicted: 2.2887787683171794 Movie Vector: [2.001013301153959, -0.6000077285814854] User Vector: [1.8045126387310888, 0.2207039919590243] Predicted: 3.478429691297137 Movie Vector: [1.5724224936062325, -0.31557576014013067] User Vector: [2.193179242225002, -0.25778271563164473] Predicted: 3.529954349421309 Movie Vector: [2.0680564446979486, 0.5946294222478585] User Vector: [2.010742747877955, -0.7599672085646375] Predicted: 3.706430636222559 Movie Vector: [2.018116543806471, -0.28261259560408597] User Vector: [1.7355080456530123, -0.46689708590169354] Predicted: 3.6344084961682417 Movie Vector: [0.2200659256323868, -0.22721860522943735] User Vector: [1.9681255235834743, 0.008489275068770868] Predicted: 0.43118844386758803 Movie Vector: [2.3926093086079776, 0.1575584452975704] User Vector: [2.027367359897457, -0.42921662814962414] Predicted: 4.783071312631516 Movie Vector: [1.827542265544476, -0.0806485550437378] User Vector: [2.0699018850065105, 0.1870101133815571] Predicted: 3.7677510849567915 Movie Vector: [1.8402236030932555, 0.20619063750394623] User Vector: [1.843980518327822, -0.235019584177734] Predicted: 3.3448776355834737 Movie Vector: [1.9477997528177255, -0.22369539365077568] User Vector: [1.8000928223457862, -0.49526568884484856] Predicted: 3.617009007641955 Movie Vector: [2.2733198103593026, 0.21092313103554874] User Vector: [0.8653199307615657, 0.497309578164598] Predicted: 2.072043034219452 Movie Vector: [1.7929728868689578, -0.1600188661996175] User Vector: [1.827480148471787, 0.1271359577273976] Predicted: 3.256278205692431 Movie Vector: [1.5998221944378967, -0.7942732944667055] User Vector: [1.8587670623090138, -0.08246923717408143] Predicted: 3.039199913274503 Movie Vector: [1.8327998234944651, -0.18647951260887397] User Vector: [1.7358877090678146, 0.9971329522958433] Predicted: 2.9955898198353257 Movie Vector: [2.221851021948203, -0.017398980839482884] User Vector: [1.9279369809512725, -0.11681044043341249] Predicted: 4.285621133993271 Movie Vector: [1.9700553291253844, -0.5624754381885653] User Vector: [1.7513675962531758, -0.2742098186467603] Predicted: 3.604527354155027 Movie Vector: [1.947521741784873, -0.16412872667084202] User Vector: [2.323478898050154, -0.6737446919897121] Predicted: 4.635606528928543 Movie Vector: [-0.07746262518710727, 0.9012523975658276] User Vector: [1.8044138957409657, -0.5962549693719748] Predicted: -0.6771508579952219 Movie Vector: [1.8086548220468242, -0.877465937599389] User Vector: [2.3288669684305945, -0.14049156728922063] Predicted: 4.335393037173807 Movie Vector: [2.093115125285836, -1.0520718176254302] User Vector: [1.7448936536932051, -0.6214969369328865] Predicted: 4.306122710648133 Movie Vector: [1.9637070834039991, 0.7552800088749644] User Vector: [2.1267801407053812, -0.46122620495345334] Predicted: 3.8280182949755 Movie Vector: [1.9878650507525566, -0.4563782628307746] User Vector: [1.8211792058327814, -0.24787533193564332] Predicted: 3.733383407819673 Movie Vector: [1.939749808509345, -0.4034945099334683] User Vector: [1.8944718472206532, 0.1287755031121953] Predicted: 3.622841194352916 Movie Vector: [1.5900941673543034, 0.0339630881469934] User Vector: [2.043351067151915, -0.47030079487530474] Predicted: 3.2331477463835006 Movie Vector: [2.119778570951595, 0.41676584670967304] User Vector: [0.9328387295411857, -0.434029762290791] Predicted: 1.7965227676567967 Movie Vector: [2.0559307804947093, -0.5344775673561405] User Vector: [1.8347147238466028, -0.3703594709593476] Predicted: 3.9699953032687407 Movie Vector: [0.6866176594020351, -0.4875164246608222] User Vector: [0.8121757052577232, -1.6608332605008704] Predicted: 1.3673376748844153 Movie Vector: [1.881064915700596, -0.14485808304315953] User Vector: [1.6707977354016976, -0.1114726394008626] Predicted: 3.1590267141515116 Movie Vector: [1.5800875552118023, -0.886384242476254] User Vector: [1.9886003498177263, -0.3239132145307025] Predicted: 3.429274234326671 Movie Vector: [2.3127884076931653, 0.07139191520310606] User Vector: [2.050683410006128, -0.7813043657379797] Predicted: 4.6870180034842805 Movie Vector: [0.5495484106040839, -1.6756024886373422] User Vector: [1.8853892749748244, 0.0030577743244715443] Predicted: 1.030989065164625 Movie Vector: [1.8189796521577517, 0.37939924203989855] User Vector: [1.7662214932070381, -0.15060446767369925] Predicted: 3.1555817364640593 Movie Vector: [1.684267568271314, -1.3295106338063856] User Vector: [2.0059412057190555, -0.9953921316904011] Predicted: 4.701926140541255 Movie Vector:
avg loss: 9.23199843842481: 75%|███████████████████████████████████▏ | 52472/70000 [01:25<00:26, 669.01it/s]
[2.3113466640277758, -0.6401009240539904] User Vector: [1.7827523204747882, 0.1243623785698113] Predicted: 4.040954155277089 Movie Vector: [2.0627284714171465, -0.1971864254706378] User Vector: [1.8257168459585627, -0.3804880587902566] Predicted: 3.8409851991517523 Movie Vector: [2.3234495168957245, -0.1924545640159838] User Vector: [1.8655681224937584, -0.3969119142990018] Predicted: 4.410940862363351 Movie Vector: [1.0873651271041174, -2.034390434766073] User Vector: [2.0234848349238206, -0.5754405633151577] Predicted: 3.370937622504952 Movie Vector: [1.3601937314368093, 0.1551313322982164] User Vector: [2.2960179086075345, -0.559854621275688] Predicted: 3.036178173262811 Movie Vector: [1.5201196740747374, -0.3094281719291725] User Vector: [2.1381927629425554, -0.2760651945217729] Predicted: 3.3357312343873433 Movie Vector: [1.4419591144225, -0.5046637532711807] User Vector: [2.0614932961721197, -0.7265459805783508] Predicted: 3.339250469219031 Movie Vector: [1.7618457949827808, 0.23235782411322756] User Vector: [1.4582061658375793, 1.4421846756944334] Predicted: 2.904237294712702 Movie Vector: [1.5992874680552374, -1.1293953061170605] User Vector: [1.2482347238603329, -0.06260613938965724] Predicted: 2.0669932310220096 Movie Vector: [1.4754303506729032, -0.7669468037729834] User Vector: [1.2208631983085545, -1.021254046886947] Predicted: 2.5845461439042015 Movie Vector: [2.0594377981054066, -0.9036435412689925] User Vector: [1.852239274257467, 0.031980233517044765] Predicted: 3.7856728410752023 Movie Vector: [1.7001729494726463, 1.1585014465530474] User Vector: [1.9018507962822273, -0.15435556051954877] Predicted: 3.0546541376266516 Movie Vector: [2.118469863097214, -0.7568894463124026] User Vector: [1.7271640692490928, -0.01743672359802321] Predicted: 3.6721427013981627 Movie Vector: [1.8325753640994091, -0.4548753757732602] User Vector: [2.080033905596639, -0.2596566272988608] Predicted: 3.929930297802463 Movie Vector: [2.1589452516041825, 0.2414142553641825] User Vector: [2.2130849243336095, 0.3789308966737013] Predicted: 4.869408509041811 Movie Vector: [2.187501009527618, -0.7359484188484837] User Vector: [1.9439521712521874, -0.26666447977980184] Predicted: 4.4486486393445634 Movie Vector: [1.8343133372687657, -0.0023712011556438223] User Vector: [1.9729103187852792, -0.48050534569100395] Predicted: 3.620075085814005 Movie Vector: [1.4229744404384117, -0.23645436291038688] User Vector: [2.059956290789804, -0.17228835866614825] Predicted: 2.972003484299488 Movie Vector: [1.683652150636333, -1.0490584020412577] User Vector: [1.8012896753374317, -0.10115808675422866] Predicted: 3.138865976644831 Movie Vector: [2.0087443471099586, -0.2841678258326196] User Vector: [2.0413243727686012, 0.060481706400784416] Predicted: 4.083311839406152 Movie Vector: [2.668831899566701, 0.5834796995374764] User Vector: [1.9772707033950068, -0.5310295931012823] Predicted: 4.967158139871039 Movie Vector: [0.9535343650249334, -0.7709356402711307] User Vector: [1.7604638105220263, -0.8770259137291317] Predicted: 2.3547932760506365 Movie Vector: [1.7416750472489508, 0.17297179415331512] User Vector: [1.799990610004525, -2.2615545928587144] Predicted: 2.7438135752248574 Movie Vector: [1.3949384670741483, -1.5924381141842283] User Vector: [1.743888211569581, -0.6274926942160706] Predicted: 3.4318600312373695 Movie Vector: [0.0848507902817566, -0.9607905159309419] User Vector: [1.4412194447017268, -0.2318435994097942] Predicted: 0.3450417403445987 Movie Vector: [2.1409701957172893, -0.551643807111657] User Vector: [2.0976293783475493, -0.7814478942346134] Predicted: 4.922042872138057 Movie Vector: [2.2343683934679404, 0.23802539447763243] User Vector: [1.685890186370496, 0.37981143249307103] Predicted: 3.85730451333029 Movie Vector: [1.6801878543980016, -0.7978389347270124] User Vector: [1.987726970742061, -0.4207977389900215] Predicted: 3.6754835339114766 Movie Vector: [1.699870632749673, -0.5452970257557421] User Vector: [2.0312605237165844, -1.193918085791715] Predicted: 4.103920092907754 Movie Vector: [2.3758691513202455, -0.42595607966913057] User Vector: [2.011813867639721, 0.08483948625213993] Predicted: 4.7436686113583795 Movie Vector: [1.2209196196312861, -0.1882618374216212] User Vector: [2.358806523750709, -0.15894050155345607] Predicted: 2.90983559462468 Movie Vector: [1.4786984816508, -0.07398834076756645] User Vector: [1.4173510656254764, 0.9570830670275808] Predicted: 2.025021880600431 Movie Vector: [2.1283200858825264, 0.41279166384432514] User Vector: [1.8384428751432624, 0.7612404129896464] Predicted: 4.227028594578565 Movie Vector: [1.656791706134309, -0.45172344779154516] User Vector: [1.6458216873069291, -0.3388234131501159] Predicted: 2.8798382016867636 Movie Vector: [1.8451056140924353, -0.8228447387542887] User Vector: [2.10436811754382, -0.7415515157962751] Predicted: 4.492963191085465 Movie Vector: [1.03418392752289, -0.6642536520308027] User Vector: [2.0448093476074964, 0.28551979630946867] Predicted: 1.9250513947185832 Movie Vector: [1.405582777452269, 0.27934078951330843] User Vector: [1.8950042269105885, 0.0252599731758332] Predicted: 2.670641445394797 Movie Vector: [1.3277470007370313, -1.2578143738222207] User Vector: [2.0868149791387163, -0.48065258927080884] Predicted: 3.3753340652442323 Movie Vector: [1.4722371514163908, -0.4439153938043911] User Vector: [1.4414257262247463, 0.4379104812405113] Predicted: 1.927725301424471 Movie Vector: [1.7826740862089947, -0.48867209184882204] User Vector: [2.0911807131013043, 0.051118152683581025] Predicted: 3.7029136522224086 Movie Vector: [-0.5771350860595703, -0.1440906524658203] User Vector: [1.9630681429437515, -0.3229520451672368] Predicted: -1.0864211307153249 Movie Vector: [1.0058924256754882, -0.5252991757342247] User Vector: [1.974177112121865, -0.10507225581218796] Predicted: 2.041004173395971 Movie Vector: [1.657901367242833, -0.9729965214456362] User Vector: [1.761926938657863, -0.524010475527357] Predicted: 3.4309614504720423 Movie Vector: [1.901231846668274, 0.025890594622671678] User Vector: [1.5545413491305107, -1.2727273736421634] Predicted: 2.922591851433444 Movie Vector: [1.71563339999546, -0.3682060717141044] User Vector: [1.4973696242072505, -0.9867059104312805] Predicted: 2.9322484466456005 Movie Vector: [1.9809730584286873, -0.4679845032545164] User Vector: [1.8166993468372565, 0.7570232149813118] Predicted: 3.2445573281344324 Movie Vector: [2.1543718073479106, -0.15125692184672807] User Vector: [2.26777530900626, -0.6690502339281599] Predicted: 4.986829670067589 Movie Vector: [1.169187443681982, -0.3433908340009502] User Vector: [1.8326158562839474, 0.40127590550895503] Predicted: 2.0048769804024884 Movie Vector: [2.2017617214821903, 0.09090776352222929] User Vector: [1.7167106874019735, -0.09723981053391775] Predicted: 3.77094802468008 Movie Vector: [2.008014481259523, -0.7429698603240694] User Vector: [1.6064788600302478, -0.19606080822644734] Predicted: 3.3715000860810553 Movie Vector: [2.05973359307388, -0.03596596181547389] User Vector: [1.8497040007389904, -0.4962864519661453] Predicted: 3.8277468871462026 Movie Vector: [2.288950799108242, -0.1851147344204894] User Vector: [0.5231156684929605, 0.4472029045861277] Predicted: 1.1146021805084718 Movie Vector: [2.264555354232018, -0.25595924157619443] User Vector: [1.7915960166008456, -0.4471231231579002] Predicted: 4.171613647508876 Movie Vector: [0.48791638351011424, 0.21672109460880729] User Vector: [1.9366547054134855, -0.39654602114955084] Predicted: 0.8589856722068956 Movie Vector: [0.19440631726881957, 0.24196530348673867] User Vector: [1.4656742594838803, 0.44953471200282374] Predicted: 0.39370813811955235 Movie Vector: [2.2159402703334043, -0.32241856856953194] User Vector: [1.635806703720667, -0.6904596451166499] Predicted: 3.847466959689507 Movie Vector: [2.203214063242391, -0.014270156213473398] User Vector: [1.766455995289511, -0.6537766342256428] Predicted: 3.901210185619804 Movie Vector: [2.1812162665373904, -0.10252183894915125] User Vector: [1.6834607031412165, -0.882239223068395] Predicted: 3.7624406573101368 Movie Vector: [1.7972185238183969, -0.6150500370604267] User Vector: [1.570297747525316, -0.42211011695832035] Predicted: 3.0817870428415977 Movie Vector: [2.1482541921813736, -0.7305646793278207] User Vector: [0.41639648813220365, -0.6478562442974646] Predicted: 1.3678263906053116 Movie Vector: [1.8106308420359138, -0.48798869911095644] User Vector: [1.8479376654057769, -0.04648232628083807] Predicted: 3.3686157810769797 Movie Vector: [-0.0696596917101181, -1.1143575670378971] User Vector: [-0.09695928860393555, -0.8885360399910546] Predicted: 0.9969010139025017 Movie Vector: [1.2581423397180078, -1.1774404214355787] User Vector: [1.4475385479314056, -0.30339666841602614] Predicted: 2.1784410366483424 Movie Vector: [1.9719030617746844, -0.4013089132607004] User Vector: [0.8535505934362542, -0.11741471795178] Predicted: 1.7302386014385889 Movie Vector: [0.9657715198068659, 0.8775964570157911] User Vector: [2.068458460490775, -0.3928758833485317] Predicted: 1.6528717877719252 Movie Vector: [2.2018068806161923, 0.029444385101641657] User Vector: [2.313789283314989, -0.8279741592885875] Predicted: 5.07013797429865 Movie Vector: [2.4496366323527488, -0.2467081825285787] User Vector: [1.6257416693395321, 0.7337226603251161] Predicted: 3.8014609639475845 Movie Vector: [2.2938509453782534, 0.7238590467744114] User Vector: [1.4711093798922956, -0.8135174036796565] Predicted: 2.785633709458808 Movie Vector: [1.871644059829443, -0.22698897261544015] User Vector: [1.8715308384853575, -0.13121537516085857] Predicted: 3.532624019837849 Movie Vector: [1.690805325739962, -0.6880884511093793] User Vector: [1.6116587960814759, -0.7124439695915399] Predicted: 3.2152257432286753 Movie Vector: [1.838119691591883, -0.7660324737426669] User Vector: [1.8131596344274996, -0.4037883981438491] Predicted: 3.6421194535394483 Movie Vector: [0.15470294013468697, 0.6851609610221816] User Vector: [2.3152503414817596, -0.2811651852997601] Predicted: 0.16553262640910282 Movie Vector: [1.9553245359163731, -0.24545163600968622] User Vector: [1.9424996882929288, 0.2542874985212265] Predicted: 3.7358020190002246 Movie Vector: [2.2117329049002685, -0.011975200647708859] User Vector: [1.8581839950902221, -0.5739341045314651] Predicted: 4.11667966136041 Movie Vector: [1.5119599608772136, 0.3759429988380747] User Vector: [1.2392941359751224, 0.1343320122258551] Predicted: 1.9242642928604472 Movie Vector: [2.3742418992070604, 0.6794031817435389] User Vector: [1.0638878498679663, 0.17222427291347542] Predicted: 2.6429368282047188 Movie Vector: [1.4339842711282467, -1.0251576084884546] User Vector: [1.4822275055414267, 0.9538369014273232] Predicted: 1.1476577724247894 Movie Vector: [1.322565280423881, -0.8216175218566739] User Vector: [2.253767185692025, 0.2221454810828388] Predicted: 2.798235610295974 Movie Vector: [1.4535926475102467, 1.361153311371259] User Vector: [1.6898341762295273, -0.1301611433841112] Predicted: 2.279161262749623 Movie Vector: [2.026564294634836, -0.5183840600999449] User Vector: [2.0765976810282885, 0.010244785218160149] Predicted: 4.203047981337187 Movie Vector: [1.5144044360569038, -0.6322144919292236] User Vector: [2.0922590985155525, -0.12563321463599134] Predicted: 3.2479535991328996 Movie Vector: [1.6557915225753819, -0.673311978317873] User Vector: [2.374176855604551, -0.6451088995803269] Predicted: 4.365501460011588 Movie Vector: [2.211019352344567, -0.8650679744352799] User Vector: [1.8741541531046682, -0.021224428523381605] Predicted: 4.162151675182632 Movie Vector: [1.6956900712869925, -0.29921968814635763] User Vector: [1.6126506365782958, -0.32142697474799237] Predicted: 2.8307329520463855 Movie Vector: [1.7351597279082536, -0.004370674174781923] User Vector: [1.8943329345024396, -0.9630798369028734] Predicted: 3.2911795273703013 Movie Vector: [1.899368229436988, 0.36836928269880387] User Vector: [1.6086235447614716, -0.8787217162459284] Predicted: 2.731674365738873 Movie Vector: [0.9519300527696235, 0.9933259702994999] User Vector: [2.067820024388382, -0.1930963906781393] Predicted: 1.7766123653024228 Movie Vector: [1.29280487067876, -0.08288031933194846] User Vector: [1.9088815351963162, -0.33648056535918286] Predicted: 2.4956989629565105 Movie Vector: [1.990547718851197, 0.5679741966403838] User Vector: [1.9566446565919469, -0.6061302430552824] Predicted: 3.550528219922719 Movie Vector: [2.2141658372557838, 0.0885972611741217] User Vector: [1.8934779227128713, -0.37763433986421974] Predicted: 4.159016761831619 Movie Vector: [1.9723839845303675, -0.7458361976825616] User Vector: [2.340704877081881, -0.13036104774238313] Predicted: 4.713996800242518 Movie Vector: [2.029886745205934, -0.05930742902170459] User Vector: [1.677508277439571, -0.2790384708568015] Predicted: 3.421700871652489 Movie Vector: [2.0840436204041812, -0.040142099809096485] User Vector: [1.5964602667539984, -0.7739610525318809] Predicted: 3.358161255976516 Movie Vector: [1.7324891928626394, 0.3522846397712694] User Vector: [2.058551124079705, -0.42731409686304955] Predicted: 3.415881382740743 Movie Vector: [1.6209065526805768, -1.2980695047268695] User Vector: [2.363760280868889, -0.15970435480162543] Predicted: 4.038741880966533 Movie Vector: [1.962520275320338, -0.4129739692562895] User Vector: [1.0250333386809583, -0.5733422843548635] Predicted: 2.2484241489531755 Movie Vector: [1.3011805540884454, -0.28614087160913776] User Vector: [1.6784168751012123, -1.4663535504435816] Predicted: 2.603507082546672 Movie Vector: [1.8844209891314456, -0.38479339317799455] User Vector: [1.5392857910499644, -0.7236506778494743] Predicted: 3.179118452731609 Movie Vector: [2.333547399188914, 0.675036698675512] User Vector: [1.6506721726966582, -0.3638539118820223] Predicted: 3.60630701203279 Movie Vector: [1.901933888461798, -0.4824195105238963] User Vector: [1.7558864447849118, -0.17813771622905633] Predicted: 3.4255170434961957 Movie Vector: [1.968712210112193, 0.023885647690696447] User Vector: [1.42420917264067, -0.8410038771572202] Predicted: 2.7837700656151845 Movie Vector: [1.7359526614655914, 0.7066242638397261] User Vector: [2.2148292415043396, -0.06501020956865958] Predicted: 3.798900925002755 Movie Vector: [1.7393141359050117, -0.6582774235160926] User Vector: [1.950882512755254, -0.5625871950025227] Predicted: 3.7635359811545093 Movie Vector: [1.9211559764556594, -0.4248140698359951] User Vector: [2.226886475068476, -0.6052217407603222] Predicted: 4.5353029713116975 Movie Vector: [2.070205492669666, 0.6739145081637725] User Vector: [1.807869384175736, 0.17388926788089365] Predicted: 3.859847629588846 Movie Vector: [2.1751393055808577, 0.6554022892558831] User Vector: [1.7106565550711386, 0.2581847041528038] Predicted: 3.8901311574373794 Movie Vector: [1.5920146047291968, -1.3483237569157387] User Vector: [2.0351616951789655, -1.2558545855690322] Predicted: 4.933305714664638 Movie Vector: [2.5827768940684352, 0.6065912312440903] User Vector: [2.0674378676540814, -0.5831976758332] Predicted: 4.985968158256724 Movie Vector: [2.0583457656482818, -0.2600968924107802] User Vector: [2.146521963466803, -0.7310229156279999] Predicted: 4.608421183008841 Movie Vector: [1.0525651435695351, -1.8539505484534788] User Vector: [1.729336052270753, -0.36159356388294533] Predicted: 2.490615436216373 Movie Vector: [1.423050504723304, -0.4828309382751815] User Vector: [2.0234077372842765, -0.42236902260389503] Predicted: 3.0833442332856382 Movie Vector: [1.5975794601712494, -1.0557220186398748] User Vector: [1.7214381858439785, -0.020283452861391937] Predicted: 2.7715479754586134 Movie Vector: [1.0496893398330205, 1.14793196616537] User Vector: [1.0712593446306324, 0.01535136497218494] Predicted: 1.1421118368311252 Movie Vector: [2.3166429492901113, -0.40575592018278006] User Vector: [2.095166268686811, 0.34129993063843084] Predicted: 4.715267696529256 Movie Vector: [1.8066080991201303, 0.10425396880601852] User Vector: [1.6264730536479535, -0.7972294274386018] Predicted: 2.855285059861619 Movie Vector: [2.1945040784183387, 0.03205764446532746] User Vector: [2.381276193598946, -0.1248274152369853] Predicted: 5.221718645796192 Movie Vector: [1.8198930929588988, 0.3386624444534447] User Vector: [2.1879121567568403, 0.19360523347053446] Predicted: 4.047333043708692 Movie Vector: [1.6678603640668603, -0.17730369672102142] User Vector: [1.7628099576255687, -0.7516873645516693] Predicted: 3.073397806219561 Movie Vector: [2.018741409291771, -0.35159174370658786] User Vector: [2.0751586667824418, -0.655526755622392] Predicted: 4.419686526540018 Movie Vector: [2.1315763971492077, 0.012243401071323802] User Vector: [1.914404086521919, 0.49068033530792904] Predicted: 4.086706161579099 Movie Vector: [-0.013342322408027199, -0.6648916054344407] User Vector: [2.0380630585406165, -0.7521117844118682] Predicted: 0.47288031738883013 Movie Vector: [2.1041513171000394, -0.31782355998725415] User Vector: [1.787697390921135, -0.1524550046399799] Predicted: 3.8100396119955624 Movie Vector: [0.9891091417721968, 0.06419287041841726] User Vector: [1.8231752204313725, -0.8515830147404975] Predicted: 1.7486537194654488 Movie Vector: [2.336838922471487, -0.1779095076165359] User Vector: [1.6464430361360873, -1.2721635687664885] Predicted: 4.073802164601879 Movie Vector: [1.8438842276833123, -0.8827398943316211] User Vector: [2.124108086196511, -0.5690613580103056] Predicted: 4.418942561070558 Movie Vector: [1.4814451579466135, -0.8875837739836042]
avg loss: 9.220899544316644: 75%|██████████████████████████████████▌ | 52540/70000 [01:25<00:30, 572.75it/s]
User Vector: [1.9460866351747323, -0.16265297386983188] Predicted: 3.027388763021267 Movie Vector: [1.7263784768679302, -0.903748417604036] User Vector: [1.6704623740416134, -0.4955680183174953] Predicted: 3.331719101332751 Movie Vector: [2.1241068187967933, 0.010328875691663493] User Vector: [1.6582166052634124, 1.2029757350689436] Predicted: 3.5346545851096995 Movie Vector: [1.824982302014728, 0.6711779124189933] User Vector: [2.139499380097544, -1.0125210057475318] Predicted: 3.224966768931491 Movie Vector: [1.234195367135432, -0.8262523108395305] User Vector: [2.0758083708906967, -0.4574753137518079] Predicted: 2.9399431095537167 Movie Vector: [0.5273305868316815, -1.0913880522325137] User Vector: [2.4908000239862544, -0.6486485649772202] Predicted: 2.0214023322429417 Movie Vector: [1.439523233806248, -1.6084807797703098] User Vector: [1.8803237754333277, -0.438402559473334] Predicted: 3.4119318525295252 Movie Vector: [1.803839660010329, -0.8720117133087204] User Vector: [1.8721019796087293, 0.023264842637403076] Predicted: 3.3566845831139744 Movie Vector: [0.30852237372766883, -1.2453851481823572] User Vector: [1.7797052562199025, 0.3643553456982186] Predicted: 0.09531615399116339 Movie Vector: [2.4697847322883555, -0.31773530027130287] User Vector: [1.7092175886124243, -0.967543685170123] Predicted: 4.5288222878468165 Movie Vector: [2.0354453361371876, -0.5609978067555562] User Vector: [1.9888150272653806, -0.24083116697146773] Predicted: 4.183230028156247 Movie Vector: [1.834923241195524, -0.5607118767330858] User Vector: [2.0476594833484687, -0.599214330689341] Predicted: 4.0932845679767045 Movie Vector: [1.6570414556227329, -0.10647801046145905] User Vector: [1.7760743643721602, -0.5974004665959124] Predicted: 3.0066388631653447 Movie Vector: [1.5393538580063852, -1.1263892914043472] User Vector: [1.1031364148239897, -0.8879639297615075] Predicted: 2.698310357703325 Movie Vector: [1.5263582595167617, -0.11648339590388315] User Vector: [2.0643892885656054, -0.4594080630695893] Predicted: 3.204511052752015 Movie Vector: [2.0012681729145725, -0.2077611507106782] User Vector: [1.855346204294015, -0.6172433743933626] Predicted: 3.8412845021239774 Movie Vector: [2.3077582477067122, 0.44240386319630315] User Vector: [0.6707468336539042, -0.8593418501155301] Predicted: 1.1677453831905906 Movie Vector: [2.025944900020969, -0.021831576146167653] User Vector: [1.7223791332398628, -0.5227461195283442] Predicted: 3.5008575926034338 Movie Vector: [2.1973439767481286, -0.8649131034864862] User Vector: [2.1567567266546974, -0.5477976870212551] Predicted: 5.212933800189982 Movie Vector: [1.9141431954653605, -0.5189386836678622] User Vector: [1.6771817007921692, -0.5659214146224029] Predicted: 3.504044454093955 Movie Vector: [0.8592717463213271, -0.8266385933911745] User Vector: [1.3110350354765272, 0.7930740987987646] Predicted: 0.4709497069363745 Movie Vector: [1.6851587445259115, -0.16873730913026258] User Vector: [2.0291911435275622, -0.20539381435083567] Predicted: 3.4541667993755665 Movie Vector: [2.08003467992796, -0.5796947917400301] User Vector: [1.864224513023814, -0.4295809842034726] Predicted: 4.126677497434655 Movie Vector: [2.393754262832445, -0.15437674053481473] User Vector: [2.494574351139401, -0.5523514596840595] Predicted: 6.056668204968095 Movie Vector: [1.963582546725237, 0.02731162493746936] User Vector: [1.8415725137749526, -0.8734959577048728] Predicted: 3.5922230525961867 Movie Vector: [2.1588307760337364, 0.03551984160590148] User Vector: [2.20782410223889, -0.8929504085127369] Predicted: 4.734601162910072 Movie Vector: [1.9701111829832494, -0.044875541217543044] User Vector: [2.168278157431877, -0.28156030340394167] Predicted: 4.284384216775482 Movie Vector: [2.1421390220324357, -0.057096765570079734] User Vector: [2.2116579063898327, -0.1754783252682192] Predicted: 4.74769794946469 Movie Vector: [2.0296378691322072, 0.6334421563396996] User Vector: [1.8294208971652557, -0.40986763504277146] Predicted: 3.453434492913074 Movie Vector: [1.8996005422989013, 0.6358647282215772] User Vector: [1.223146310265459, -0.6267281600995362] Predicted: 1.924975063100665 Movie Vector: [1.9187918014190857, 0.3577590224155217] User Vector: [1.5319574751364002, -0.8396966073696585] Predicted: 2.6390984060362084 Movie Vector: [2.361329268218053, -0.035827838472493496] User Vector: [1.6715737720744135, -0.14726030085803163] Predicted: 3.9524120902575177 Movie Vector: [1.1661257976102923, -0.8355033493604369] User Vector: [1.7881490157944155, -0.8994094923767131] Predicted: 2.8366663406166364 Movie Vector: [2.226227271440482, -0.8555442893461347] User Vector: [1.5885540882564497, 0.5121606744540986] Predicted: 3.09830629317791 Movie Vector: [2.143951713666591, -0.7571467003816917] User Vector: [2.018070599888346, -0.4205581697578242] Predicted: 4.645070151481485 Movie Vector: [1.7590341983888622, -0.671728779909383] User Vector: [1.8697005822801298, -0.07278054069490868] Predicted: 3.3377560487804536 Movie Vector: [1.5819152715474998, 0.46597975132743247] User Vector: [1.9910750609450791, -1.1053569677848207] Predicted: 2.6346380807299736 Movie Vector: [2.1095380262854726, 0.40501461349494006] User Vector: [1.6337651040014494, -0.5541508471741107] Predicted: 3.222050421723181 Movie Vector: [1.7766136912110762, -0.9186514564324744] User Vector: [2.380751170237516, -0.5450108349851208] Predicted: 4.730350121741323 Movie Vector: [1.98219640704882, -0.7206883839454752] User Vector: [1.7284864921285537, -0.5317859587005759] Predicted: 3.809451677510451 Movie Vector: [2.06358784972537, 0.03892032359689805] User Vector: [1.3701981976141395, 0.0858822980180778] Predicted: 2.830866919142249 Movie Vector: [2.2838285064865014, -0.021154091788338436] User Vector: [1.7157712086429189, -1.0114224542413672] Predicted: 3.939922920341305 Movie Vector: [-0.047164164919221735, 1.2783637107772756] User Vector: [1.800832725800061, -0.7871676504375873] Predicted: -1.091221330288789 Movie Vector: [2.089424093566361, -0.3518442861278096] User Vector: [-0.3502512842715403, -2.2478076791685804] Predicted: 0.05905481607016072 Movie Vector: [2.135675331532676, 0.0434386762021839] User Vector: [1.44383748769335, 0.3867631398284117] Predicted: 3.100368584006748 Movie Vector: [1.9995762411917697, -0.240082250189797] User Vector: [2.0527653087278153, -0.2783457741504651] Predicted: 4.171486619863692 Movie Vector: [2.293109332352128, -0.2595355430135869] User Vector: [1.8029844067024605, -0.613191747151112] Predicted: 4.2935854221630905 Movie Vector: [2.2037403891226788, 0.5320883040067399] User Vector: [1.2823169738541316, 0.38036225086466957] Predicted: 3.028280011910688 Movie Vector: [2.184208162564051, 0.6036787092234208] User Vector: [1.9656324167100767, -0.8712253014621633] Predicted: 3.7674102037491872 Movie Vector: [1.746716653621813, -0.43905217646733175] User Vector: [2.0440817648249316, 0.004582517555532142] Predicted: 3.5684196956779184 Movie Vector: [0.40309277027339335, 0.35829952295878975] User Vector: [1.7795516249394996, -0.6682054425362778] Predicted: 0.4779067030421662 Movie Vector: [1.8388907771721448, -0.467468457357769] User Vector: [1.9772713587174442, -0.3742814433424419] Predicted: 3.8109508344490743 Movie Vector: [1.0581325862065842, 0.36531017010822514] User Vector: [1.3634316211261226, -0.673438012420465] Predicted: 1.1966776725033548 Movie Vector: [1.561434247212786, 1.3756483591327366] User Vector: [0.8480527332865588, 0.39299133204078257] Predicted: 1.8647964622713347 Movie Vector: [1.5965868196161164, -0.5399148871120205] User Vector: [1.8434394904299434, -0.6114170468710424] Predicted: 3.273324359020041 Movie Vector: [1.8049264748641662, 0.1629834997245153] User Vector: [2.122528378220127, -0.6220926057092095] Predicted: 3.7296168334687803 Movie Vector: [1.4051231214112152, -0.7696982902060375] User Vector: [1.931447978016142, -0.7862976017136845] Predicted: 3.3191341313455522 Movie Vector: [0.5090834166288678, -0.03955050110223374] User Vector: [2.3829589748942617, -0.16673421601893218] Predicted: 1.2197193184200321 Movie Vector: [1.9295501814052922, -0.5481746666741114] User Vector: [2.541379912943844, -0.3596865452236366] Predicted: 5.10089112407569 Movie Vector: [1.978418738224659, -0.2424284350430606] User Vector: [2.0893464150666645, -0.5524195789662356] Predicted: 4.267524312226336 Movie Vector: [2.169022876918109, 0.6050703957924172] User Vector: [1.794271956532001, -0.6093409177596043] Predicted: 3.5231227708492057 Movie Vector: [1.8985805233093145, -0.49365012426075017] User Vector: [2.0982225954583296, -0.46912878469446634] Predicted: 4.215230036163422 Movie Vector: [2.0212051840066168, -0.2622444860262304] User Vector: [1.9479327422997927, -0.3341182940343889] Predicted: 4.024792437123575 Movie Vector: [1.3780210293617687, -0.440181060187844] User Vector: [1.7294743527942538, -0.3564376981351203] Predicted: 2.540149151748348 Movie Vector: [1.7004474406241448, -1.1958973728043516] User Vector: [1.530722706165699, -0.09045409363289438] Predicted: 2.711087320939705 Movie Vector: [2.26301150930084, -0.05216737721416345] User Vector: [2.0544110705396315, -0.2789666187452835] Predicted: 4.66370885429649 Movie Vector: [1.7201986103048181, -0.37121436033021027] User Vector: [2.2240470817571176, 0.024037490673570402] Predicted: 3.816879637566747 Movie Vector: [2.08143070959315, -0.6232338287910012] User Vector: [2.029181200407788, -0.346677919176764] Predicted: 4.439661472783694 Movie Vector: [1.9745683775538905, 0.000673212724004702] User Vector: [2.0087963944685976, -0.7585591284208252] Predicted: 3.9659951658048005 Movie Vector: [1.7281238454091976, -0.8872450751956357] User Vector: [2.081613367499866, 0.3199697701805565] Predicted: 3.3133940944948796 Movie Vector: [1.6616845979389205, 0.10672663885239107] User Vector: [1.3366412530409728, -0.6692080959863056] Predicted: 2.149653852370537 Movie Vector: [1.8792286665981368, -0.510381648794296] User Vector: [1.988000580300326, -0.3343473835392947] Predicted: 3.906552448594948 Movie Vector: [2.275640536123166, -0.11349629267818165] User Vector: [1.5586465568818024, -0.260959752535058] Predicted: 3.5765372507799764 Movie Vector: [2.118188737005933, 0.06094152848985375] User Vector: [0.2558389409147058, -1.6259624632862721] Predicted: 0.44282652535326317 Movie Vector: [2.247505572194864, -0.0433290775194642] User Vector: [1.930007550049479, -0.39513261916969217] Predicted: 4.354823455000834 Movie Vector: [2.0502105017259016, -0.06596884898414074] User Vector: [2.079422282364494, -0.7228760411420267] Predicted: 4.310940701218881 Movie Vector: [2.0460425355840566, 0.6468349420096584] User Vector: [2.1881813218242425, -0.6673874994879728] Predicted: 4.045422505493672 Movie Vector: [1.6723959473869636, -1.0484262682981884] User Vector: [2.119028339189987, -0.46357781949866456] Predicted: 4.029881570222258 Movie Vector: [1.5540261503768529, 0.02325326510940267] User Vector: [1.7687093274501204, -0.4715465202739848] Predicted: 2.737655551025596 Movie Vector: [0.700762915030951, 0.5172375440905832] User Vector: [1.8520895447268153, -0.7498090909585771] Predicted: 0.910046255516903 Movie Vector: [1.9936354333789539, -0.18278710830529135] User Vector: [1.3540666236846446, -0.6766711883504061] Predicted: 2.8232019699255892 Movie Vector: [2.57919684639733, -0.2172259840291759] User Vector: [1.7219454672629133, -1.0114796436639537] Predicted: 4.660955979753066 Movie Vector: [1.450216393853583, 0.4096457366973755] User Vector: [1.842204251044178, -0.877504735388335] Predicted: 2.3121287319074386 Movie Vector: [1.4398513648427282, -0.6115342505511576] User Vector: [2.1356448133775476, -0.5155026803465912] Predicted: 3.390258644643821 Movie Vector:
avg loss: 9.202671329088288: 75%|██████████████████████████████████▌ | 52666/70000 [01:25<00:29, 583.39it/s]
[2.108237121949215, -0.07430320372803156] User Vector: [1.6854985310825579, -0.3560130704843054] Predicted: 3.5798834839251588 Movie Vector: [1.5576111404493762, -0.7809217306006754] User Vector: [1.566164337321624, -0.6719626730003675] Predicted: 2.9642252730851792 Movie Vector: [2.1400380245511204, 0.6181666530889851] User Vector: [2.1152269384858435, -0.27139038292655293] Predicted: 4.358901594220313 Movie Vector: [2.0694076916094812, -0.5772459707589316] User Vector: [1.8413317995545608, -0.06456353156722754] Predicted: 3.8477352272584846 Movie Vector: [-0.5873966217041016, -1.983194351196289] User Vector: [1.8056841339488718, -0.15517182954472578] Predicted: -0.7529168643283701 Movie Vector: [2.1245694795287116, -0.5848959797285184] User Vector: [1.3808194525933248, -0.24095718342875694] Predicted: 3.074581753593508 Movie Vector: [1.8447905820489456, -0.028602118778228797] User Vector: [1.6179603095220623, -0.6183402980798763] Predicted: 3.0024837837863436 Movie Vector: [2.179608379419899, -0.12585476653070937] User Vector: [1.9254772481350406, -0.45059652487619906] Predicted: 4.253496064855346 Movie Vector: [2.3085436241835833, -0.4287952405009575] User Vector: [1.9714962097419015, -0.47605433261893204] Predicted: 4.755414837148625 Movie Vector: [1.9516226836175896, -0.7009482211186874] User Vector: [1.6058339624642661, 0.08666808566303282] Predicted: 3.073232146795514 Movie Vector: [2.1678417634324636, 0.3780608520447811] User Vector: [2.230538672855028, -0.05861564270636456] Predicted: 4.8132946101416305 Movie Vector: [2.506025267772203, -0.3382501261707052] User Vector: [1.8970725448882209, -0.06742877247164117] Predicted: 4.776919523082866 Movie Vector: [2.237281218576107, 0.392513765151147] User Vector: [1.6782138169620722, 0.04136900315068595] Predicted: 3.7708741566313897 Movie Vector: [2.405460861399387, -0.23093188908141005] User Vector: [1.4443223513312047, -0.3783433847633622] Predicted: 3.561632439936406 Movie Vector: [1.982102443145609, 0.1857512421953815] User Vector: [2.1354900811127235, -0.24209690012836063] Predicted: 4.1877903071562494 Movie Vector: [2.098000406152669, -0.3028240826133499] User Vector: [-0.49978830092867177, -0.41347268097450485] Predicted: -0.9233465730369191 Movie Vector: [2.3621697205067527, -0.8117155164290344] User Vector: [1.256412371925937, -0.15976097731946284] Predicted: 3.0975397256435917 Movie Vector: [1.7192847978240844, 0.3869889757121269] User Vector: [2.3589600447130583, -0.307862057098991] Predicted: 3.9365849214122166 Movie Vector: [1.6124531948457066, 0.07321914391486149] User Vector: [1.955315785780695, -0.4935955110846822] Predicted: 3.1167145449524862 Movie Vector: [1.7881852829497462, -1.646926108611736] User Vector: [1.7101266151646184, -0.5592860804096761] Predicted: 3.979126093227853 Movie Vector: [1.9289635649466728, -0.23914889176444692] User Vector: [1.9023601810239883, -0.7226399792208883] Predicted: 3.842402026775989 Movie Vector: [1.5933416737301713, -0.5852020517259604] User Vector: [2.203148366955343, -0.9891126723737559] Predicted: 4.0891988717417895 Movie Vector: [2.291669803347803, -1.3739769615407347] User Vector: [-0.07373160663929706, -2.294371643313717] Predicted: 2.9834452826378075 Movie Vector: [2.3986690943939766, -0.024974040082300072] User Vector: [1.8820120317035411, -0.40516278707805237] Predicted: 4.524442647409245 Movie Vector: [2.067724678363809, -0.05119255029104519] User Vector: [1.6522467948934825, -0.36469863457422114] Predicted: 3.4350613257402762 Movie Vector: [2.002509193334369, -0.7475139631375742] User Vector: [1.5574600683339825, -0.47259923107402363] Predicted: 3.472102629285888 Movie Vector: [1.605758319941333, -0.3103896936824627] User Vector: [1.8043803791752957, -0.5489257393440198] Predicted: 3.067779698289038 Movie Vector: [1.8326346250487098, -0.8452286653219039] User Vector: [1.8282286009425448, -0.1604413074616603] Predicted: 3.486084628759988 Movie Vector: [2.119432943150665, -0.31912677851981247] User Vector: [1.09916325324111, 0.25296802119959333] Predicted: 2.2488739391459074 Movie Vector: [1.4667302793527883, -1.2241880977427593] User Vector: [1.4975798053211675, -0.7196320347593603] Predicted: 3.0775106179186227 Movie Vector: [1.642553048940864, -0.6093380750773627] User Vector: [1.719467706953455, -0.16890021865612087] Predicted: 2.92723425872782 Movie Vector: [1.8761013593997133, -0.506102453895658] User Vector: [1.9393696339440172, -0.26635458081860736] Predicted: 3.7732567135795416 Movie Vector: [2.1096281889028536, 0.11658629030382454] User Vector: [1.9657463640494082, 0.2513693463212182] Predicted: 4.176300161415611 Movie Vector: [1.1103583879063974, 0.6187958092269435] User Vector: [1.4884748416006945, 0.4779131610628951] Predicted: 1.948471186799098 Movie Vector: [1.8393664650258683, -0.3014926122370121] User Vector: [2.088657453533767, -0.2797560729626099] Predicted: 3.926150866183002 Movie Vector: [1.6761367509890752, -0.2310588499110971] User Vector: [1.148421669173806, 0.2550376569134743] Predicted: 1.8659830576439855 Movie Vector: [2.1262742635351346, -0.2490710512467087] User Vector: [1.8238021173208294, -0.6047763118010052] Predicted: 4.02853577558955 Movie Vector: [1.7374668075036535, 0.13426156698560127] User Vector: [1.7394049916189913, -0.09630279340761702] Predicted: 3.0092286737961706 Movie Vector: [0.39057206747374673, -0.22161933254282795] User Vector: [1.6438419543865233, 0.5703488294076737] Predicted: 0.515638423834917 Movie Vector: [1.897465917722794, 0.6677746985931413] User Vector: [1.4763102084928499, -0.05218665798031186] Predicted: 2.7663993747980284 Movie Vector: [2.0941708728625286, -0.15671894738943867] User Vector: [1.9790877839341245, 0.04197045624436916] Predicted: 4.137970426228821 Movie Vector: [1.674359216528008, 0.28338860394336124] User Vector: [1.8723179812427375, 0.6305684949417911] Predicted: 3.313628793637112 Movie Vector: [0.5142758124596083, -1.866449236908232] User Vector: [1.458732308139008, -0.2781427994009204] Predicted: 1.2693301586226353 Movie Vector: [1.7723896083004316, 0.18149030270844732] User Vector: [1.8179034458122156, -0.038387711184259474] Predicted: 3.215066178928002 Movie Vector: [1.6737909534433477, -0.2947258991814673] User Vector: [1.9692259452009078, 0.12430698781617516] Predicted: 3.259436083604543 Movie Vector: [0.9835615135018303, -1.1477627865991002] User Vector: [2.099805420056427, -1.215906422659675] Predicted: 3.4608599409256575 Movie Vector: [2.109572089071217, -0.32853746140163353] User Vector: [1.5910910912567577, -0.6441260857428973] Predicted: 3.5681409063176632 Movie Vector: [2.1780968083553933, -0.06401668764372861] User Vector: [1.431726830041435, -0.7832736540886132] Predicted: 3.1685822238033867 Movie Vector: [2.1524433219941494, -0.20664286360953055] User Vector: [1.853272110725111, 0.41462544231280446] Predicted: 3.903383789843381 Movie Vector: [0.8267204030247541, -0.612226725144275] User Vector: [1.4674963038397593, 0.8636570421695846] Predicted: 0.684455213172467 Movie Vector: [2.1975754453011533, -0.8073018342292811] User Vector: [0.6494902915697016, -1.0466416248144004] Predicted: 2.2722596202084437 Movie Vector: [0.6831015592049375, -0.3022483543858744] User Vector: [2.186780218055015, 1.040714508826743] Predicted: 1.1792387289135073 Movie Vector: [-1.222670761003915, -0.12347193518306948] User Vector: [1.7387441713135123, -0.6976756695656805] Predicted: -2.0397682940795954 Movie Vector: [2.1691806698183758, 0.10080681945223881] User Vector: [2.29577207160491, -0.2509708655508331] Predicted: 4.954644825302903 Movie Vector: [2.1766778884829936, -0.8596640945410139] User Vector: [1.7071737248734287, -0.1253604382736051] Predicted: 3.823735166390885 Movie Vector: [2.4045504985152735, -0.0815569875493233] User Vector: [2.2144407870754867, 0.7739235568051882] Predicted: 5.261615824608428 Movie Vector: [1.3109104268155074, -0.18658331213617638] User Vector: [2.322361419082667, -0.5148186608481723] Predicted: 3.1404643700000894 Movie Vector: [1.9825895393595732, 0.49876748257826586] User Vector: [1.541482910377393, -1.084585146326907] Predicted: 2.5151720901405183 Movie Vector: [1.735756514903261, 0.5506364485029362] User Vector: [1.8226021068278706, -0.3933529792963897] Predicted: 2.9469989934750727 Movie Vector: [1.6152764319118003, -1.0559305394540641] User Vector: [1.9229623366415336, -0.7585883928314878] Predicted: 3.9071323926972585 Movie Vector: [0.5399963688833873, 1.1923986577624297] User Vector: [1.8040157092723503, -0.6383091584303978] Predicted: 0.21304294866578533 Movie Vector: [1.9388749261867169, -0.166308326731276] User Vector: [2.021868556153101, -0.5821590248996241] Predicted: 4.016968140893155 Movie Vector: [1.5190576867819825, -0.2840137644671697] User Vector: [1.428486874774688, -0.6029368940207407] Predicted: 2.3411963446006343 Movie Vector: [2.1301537727665365, -0.06249621835370352] User Vector: [1.9453532629747732, 0.12351651048141084] Predicted: 4.136182277680072 Movie Vector: [2.121465655585982, 0.533922999239682] User Vector: [1.7240823381300159, -0.26382298826240475] Predicted: 3.5167203065837684 Movie Vector: [1.277661273664243, -0.692872892203194] User Vector: [2.079834175497233, -0.464347609660114] Predicted: 2.9790574529690583 Movie Vector: [2.1490291885494717, -0.07912570691149665] User Vector: [1.7907685853271589, -0.09460255337416704] Predicted: 3.8558994537168734 Movie Vector: [1.6173056682143516, -0.285869995633963] User Vector: [2.4876373507533884, -0.5947676613645204] Predicted: 4.193296216592685 Movie Vector: [1.4297385900462278, -0.5882995143670166] User Vector: [1.5418463193122323, -0.19999998696756321] Predicted: 2.322097077847864 Movie Vector: [1.7799777876697334, -0.48721766375558356] User Vector: [1.8170653690509189, 0.15764479028647183] Predicted: 3.1575286692279283 Movie Vector: [2.173866301270132, 0.10029459221694653] User Vector: [1.9126103417123963, -0.10937598392232484] Predicted: 4.146789349603512 Movie Vector: [2.0959868804332586, -0.253046959030677] User Vector: [1.7160672942644113, -0.3210374520481494] Predicted: 3.678092085694547 Movie Vector: [2.3913362818619346, 0.6821704542751369] User Vector: [2.6175759150126185, -0.41849826841026966] Predicted: 5.9740171022228346 Movie Vector: [1.9357807830566234, 0.5508465065577969] User Vector: [2.0296716775888584, -0.6207361587233016] Predicted: 3.5870690848639737 Movie Vector: [2.232828441384676, -0.4528515021412188] User Vector: [2.268453149691385, -1.013097793377452] Predicted: 5.523849568126508 Movie Vector: [2.2083276238602036, 0.21008235881318668] User Vector: [1.7460113726800772, -0.4890546955665742] Predicted: 3.7530233818301966 Movie Vector: [1.582723235425475, -0.5183472939123027] User Vector: [1.914590068650637, -0.046703643755669655] Predicted: 3.054474895324814 Movie Vector: [1.5123929415358712, -0.198993210345772] User Vector: [1.5187177675745431, -0.36139273436522995] Predicted: 2.3688127322718286 Movie Vector: [1.712986196051699, -0.29479117644368463] User Vector: [1.8982312420339318, -0.22894097976943786] Predicted: 3.319133695280599 Movie Vector: [1.919340941013833, 0.2538971571761563] User Vector: [1.6843513108010777, -0.6880569791580583] Predicted: 3.0581487188873786 Movie Vector: [1.1475537055711758, -1.7019617746373215] User Vector: [1.6150309528593627, -0.33927221294634313] Predicted: 2.430763092197198 Movie Vector: [1.150778472789151, 0.5796816010078917] User Vector: [1.826671122257018, -0.1257748851034601] Predicted: 2.0291844175956184 Movie Vector: [1.44669425977976, -0.7143503228650823] User Vector: [2.1364595203018704, -0.8941245897754904] Predicted: 3.729521913660266 Movie Vector: [1.0118380960415205, -0.5832616512113014] User Vector: [0.8203196825031247, 0.4231670702887592] Predicted: 0.5832135815344758 Movie Vector: [1.9921221757954997, 0.7098155574741387] User Vector: [1.7012816695347273, 0.04541608028701798] Predicted: 3.421397981501741 Movie Vector: [1.7929373442997503, -0.7870665594567966] User Vector: [1.4378815200045691, -0.5026128571852864] Predicted: 2.9736212461382543 Movie Vector: [2.159141594254091, -0.1993308460429401] User Vector: [1.8590522294000231, -0.5242189084012904] Predicted: 4.1184499929117235 Movie Vector: [2.3568736555227567, -0.1270486115611503] User Vector: [2.255084320550656, -0.5052430379694162] Predicted: 5.3791392525632284 Movie Vector: [1.9766012449259327, -0.03581551332428837] User Vector: [1.995902999584396, -0.33649360973058023] Predicted: 3.957156045092764 Movie Vector: [2.360624723566199, -0.05065444107464306] User Vector: [2.0680765583265672, -0.0900669525391392] Predicted: 4.886514944953555 Movie Vector: [1.571951843794483, 0.38244575723542135] User Vector: [1.4383552140515647, -0.6413165019911299] Predicted: 2.0157563555281963 Movie Vector: [1.391502218240352, -1.3624316065578266] User Vector: [2.1556801959423484, -0.25025688203202584] Predicted: 3.34059166030962 Movie Vector: [1.8683117060703016, -0.4790084819783735] User Vector: [1.8218674244992457, -0.3309021850138394] Predicted: 3.562321189426898 Movie Vector: [2.3183990612535283, -0.11842852551111782] User Vector: [1.7602849805713696, -0.23648293678155363] Predicted: 4.109049372006927 Movie Vector: [2.3416706221480075, 0.06038787619072562] User Vector: [1.9560936831633264, -0.10647748778770565] Predicted: 4.5740971626832305 Movie Vector: [1.6892878688149335, -0.514169864510171] User Vector: [1.6074762298441816, -0.10457052487238265] Predicted: 2.7692571070895324 Movie Vector: [1.7367144781467676, 0.15166969831230315] User Vector: [1.8224592376311592, -0.7037493193061827] Predicted: 3.0583538968796975 Movie Vector: [1.5189440810548165, 0.28085186977767607] User Vector: [1.9340822823113624, -0.1454098086909217] Predicted: 2.896924218334975 Movie Vector: [1.0815258920594526, -0.7301749041758533] User Vector: [2.081038262156333, -0.4650005832010284] Predicted: 2.5902285191690075 Movie Vector: [2.433952344328814, -0.2383952950714313] User Vector: [1.8168694448087401, -0.09031678042249325] Predicted: 4.443704740050346 Movie Vector: [1.9184722415841649, -0.5851611363657349] User Vector: [1.7002377292092357, 0.38133986422078414] Predicted: 3.0387136192930235 Movie Vector: [1.8541340435476883, -0.15576394598252608] User Vector: [1.6744820543355383, 0.15434658582089306] Predicted: 3.0806725489967985 Movie Vector: [1.8565664780502211, -0.31210803948355986] User Vector: [1.7476542608136794, -0.3730256698520065] Predicted: 3.3610606263428666 Movie Vector: [2.141946925728763, -0.270471144495213] User Vector: [1.9339668387050355, -0.3288158858241751] Predicted: 4.231389533592697 Movie Vector: [1.4158067015435896, -0.2067955819855247] User Vector: [1.737861847635862, -0.031136635324395888] Predicted: 2.466915368862758 Movie Vector: [2.2855946321111675, -0.03478874568842831] User Vector: [2.379441295580894, -0.048765679129120526] Predicted: 5.44013474941288 Movie Vector: [1.7839270939145662, -0.43661390159262714] User Vector: [1.541448131981944, 0.08716109148859723] Predicted: 2.7117753422846773 Movie Vector: [2.129154114944772, 0.04169182711110773] User Vector: [1.4202441370624, 0.08108456613925821] Predicted: 3.027299212365453 Movie Vector: [2.4124000449168097, 0.1533685223092153] User Vector: [1.672324583451533, -0.2723807687916993] Predicted: 3.992541264218932 Movie Vector: [1.7969555134210007, -0.128870543581475] User Vector: [1.8026119992275373, -0.5530693233539473] Predicted: 3.3104879149096376 Movie Vector: [1.1978853463060375, -1.1363875440445692] User Vector: [1.9300988212741765, 0.1310681476526195] Predicted: 2.1630928845134605 Movie Vector: [1.9442942474694, -0.14907663107592115] User Vector: [1.7253552666455407, -0.3574177906230593] Predicted: 3.4078809598926423 Movie Vector: [1.9694215486372975, -0.7374737728560902] User Vector: [2.0873928599721507, -0.8136188299127297] Predicted: 4.710979027063289 Movie Vector: [1.680674176070369, -0.16987295300191502] User Vector: [1.8785812289106718, -0.21491833131193333] Predicted: 3.1937917706749066 Movie Vector: [2.245480732879939, 1.0724056798596469] User Vector: [2.2382222344410465, 0.02097852980438607] Predicted: 5.048382397858185 Movie Vector: [1.397131848693554, 0.04088524593629833] User Vector: [1.8673392874308443, -0.8271918539236207] Predicted: 2.5750992484021897 Movie Vector: [2.364908869798755, -0.036143189918258226] User Vector: [1.9606016313291186, -0.25576534552077307] Predicted: 4.645888363529807 Movie Vector: [2.00892962390643, 1.223177804405242] User Vector: [1.8323548958774394, -0.7590804142972879] Predicted: 2.7525817173109917 Movie Vector: [1.7479836301390623, -0.07776607069476178] User Vector: [2.115403363848838, -0.025457859782939685] Predicted: 3.699670208872493 Movie Vector: [2.0243175495820953, -0.029433978418452467] User Vector: [2.02422032257288, -0.2481295114548512] Predicted: 4.104968161890155 Movie Vector: [1.7692977322097838, -0.1389082288623494] User Vector: [1.9107667872200527, -0.3349509631516903] Predicted: 3.427242788457353 Movie Vector: [1.2163791495003757, -2.420904408376103] User Vector: [1.6445580676189977, -0.4475237280581541] Predicted: 3.083818309703271 Movie Vector: [1.7817783611114177, -0.5934400960883818] User Vector: [1.4096722490942124, -0.7526451964556693] Predicted: 2.9583733474004434 Movie Vector: [1.6854095428174412, 0.7638789174205726] User Vector: [2.088966737882457, -0.870673550120274] Predicted: 2.855675305762712 Movie Vector: [1.3510713336246278, 0.18826424727321014] User Vector: [1.9017483090294254, 0.39462068783039983] Predicted: 2.6436905908515933 Movie Vector: [1.9192357239714775, -0.7013179073098744] User Vector: [1.9273935646670728, 0.1219273352768705] Predicted: 3.613612759841532 Movie Vector: [2.302396238442173, -1.2197653270460735] User Vector: [1.644402760193369, -0.01748581254015908] Predicted: 3.807395317404853 Movie Vector: [1.993643837096668, -0.6370549895998765] User Vector: [1.3798046600020588, -0.622645065349044] Predicted: 3.1474982024407177 Movie Vector: [1.5632736237149036, -0.3059085922761785] User Vector: [1.6456059904872937, -0.650812760160522] Predicted: 2.7716216552521042 Movie Vector: [1.8870509974581136, -0.426668691163954] User Vector: [1.6090356224780635, 0.004277712683953525] Predicted: 3.0345071102708285 Movie Vector: [1.9018486561706185, -0.042593043023942845] User Vector: [2.0176140250341916, -0.8279563601288881] Predicted: 3.872461703051187 Movie Vector: [1.9289706557012467, -0.3424044522357107] User Vector: [1.9845994258404418, -0.5912149530508313] Predicted: 4.030668687920686
avg loss: 9.189232455950055: 75%|██████████████████████████████████▋ | 52745/70000 [01:25<00:27, 618.79it/s]
Movie Vector: [1.514194363837664, 0.09802338180967993] User Vector: [1.9427388713105787, -0.3618919005219687] Predicted: 2.9062103814081275 Movie Vector: [0.8310940388814279, -0.8665609932834083] User Vector: [1.8523673015714384, -0.42627644135626375] Predicted: 1.908885958589899 Movie Vector: [2.1066889274085585, -0.27690704695192714] User Vector: [1.951493329811511, -0.6022747251128829] Predicted: 4.2779635054103595 Movie Vector: [1.3480719726411925, -1.5646439471802185] User Vector: [1.7076152438072958, -0.5399722045247155] Predicted: 3.1468524916866274 Movie Vector: [1.600896908564617, -0.04937837073697551] User Vector: [2.0864805801336876, -0.5690834274123788] Predicted: 3.368340722975166 Movie Vector: [0.9654780656223102, -0.6852244711394333] User Vector: [2.1284691457610236, -0.04494566390319356] Predicted: 2.0857881423642004 Movie Vector: [1.6771433221974845, 0.08341832053567863] User Vector: [2.434680869095936, 0.2587306210180944] Predicted: 4.1048916351627 Movie Vector: [1.3508517964503597, -0.9617250813769487] User Vector: [2.1202260998928737, -0.13841136876016216] Predicted: 2.99722492080559 Movie Vector: [2.001584841219961, -0.1737470199055763] User Vector: [1.7656121287431508, -0.7418341073678788] Predicted: 3.6629139377858793 Movie Vector: [0.8781600440053388, -1.3665407051310132] User Vector: [2.1704639916225035, -0.3001834702039392] Predicted: 2.3162276854363864 Movie Vector: [1.1100480265426969, -1.625783992564469] User Vector: [1.9826503790411159, -0.703048369473763] Predicted: 3.343841925667715 Movie Vector: [1.0118835792795284, -0.5465044695334326] User Vector: [1.7795825888630001, -0.6093779937627274] Predicted: 2.133758196868869 Movie Vector: [1.8199914205882477, 1.083369809538856] User Vector: [1.629707063767494, -0.5820400825857112] Predicted: 2.3354882207140415 Movie Vector: [2.4882159553964955, 0.14101996498520705] User Vector: [1.9450328615381989, -1.14139275796546] Predicted: 4.678702633087191 Movie Vector: [1.9937063577766143, -0.2421564741684981] User Vector: [2.0523134604516673, -0.4326511981230987] Predicted: 4.196479682935279 Movie Vector: [1.9464317773388191, -0.7915947852825286] User Vector: [0.7954225706873093, -0.7777380683402517] Predicted: 2.163889167212162 Movie Vector: [1.9560133958988113, -1.2963155574791698] User Vector: [1.9656965422235175, 0.9630216151364293] Predicted: 2.596548866971103 Movie Vector: [1.6511982765533706, -0.6160073659501606] User Vector: [1.6185163826601572, -0.6346982667092594] Predicted: 3.063470269070551 Movie Vector: [0.9110625104268198, -0.006932045017254071] User Vector: [1.4650606948373266, -1.282156271235384] Predicted: 1.343649839557514 Movie Vector: [1.6944313185601974, -0.4391693921628777] User Vector: [1.7981977436142174, -0.7762455388107565] Predicted: 3.387825855192875 Movie Vector: [1.7649028274150922, -1.0686639106831208] User Vector: [2.1187401979151175, -0.24366660285555428] Predicted: 3.9997682705688904 Movie Vector: [2.0768035052575335, 0.03546431247566164] User Vector: [1.9668852472613176, 0.03830862558588778] Predicted: 4.086192765019926 Movie Vector: [1.037277092051438, 0.561971069462575] User Vector: [1.6896684394668204, -0.3546815422509229] Predicted: 1.5533335998038482 Movie Vector: [-0.03821670778684107, 0.566829287576532] User Vector: [1.5980857048378208, -0.4177167526966194] Predicted: -0.2978476637399221 Movie Vector: [1.8906336669597383, -0.021322053153296404] User Vector: [1.6747531408517562, -0.27623798677607114] Predicted: 3.172234632977894 Movie Vector: [1.7350007398706797, -0.17378229346866356] User Vector: [1.685807459825831, -0.8692279435319925] Predicted: 3.0759336156513677 Movie Vector: [2.2884670400474993, -0.023888440619180745] User Vector: [1.868411380994906, -0.7898472287961341] Predicted: 4.294666081279794 Movie Vector: [1.632154071055198, -1.1577255206424513] User Vector: [1.4619289207849666, -1.0345305158065607] Predicted: 3.5837956196851697 Movie Vector: [1.566620515774342, -0.8947026889387255] User Vector: [2.3660897429645553, -0.13996006699883062] Predicted: 3.83198738177941 Movie Vector: [2.179353672259529, -0.4289695142723374] User Vector: [2.2727922492135004, 0.73785816504373] Predicted: 4.636699475945749 Movie Vector: [2.479434558033065, -0.24065622092936392] User Vector: [1.4101793915483283, -0.8068487874438754] Predicted: 3.6906206964786485 Movie Vector: [1.4057064105859913, -0.28018281700027864] User Vector: [1.913584840451847, 0.1598532642296807] Predicted: 2.6451503395447706 Movie Vector: [2.595440547487148, -0.5300116195162027] User Vector: [1.9399866304647024, 0.3628221239566948] Predicted: 4.8428200207764585 Movie Vector: [1.6002572083009599, -0.13292882754406402] User Vector: [1.7584190805408935, -0.028603551412393322] Predicted: 2.8177250454023564 Movie Vector: [0.6295551841746594, -0.22616153231965952] User Vector: [1.6996169193078579, -0.7352827304877624] Predicted: 1.2362953116765212 Movie Vector: [2.094849957232608, 0.14491709218078647] User Vector: [1.755575179798487, -0.2328138208814088] Predicted: 3.643927888377856 Movie Vector: [1.505067869155251, 0.8214674914923954] User Vector: [1.4962564236034264, -0.04516699156146814] Predicted: 2.214864251926408 Movie Vector: [2.128535537946947, 0.2716276711202758] User Vector: [1.9041289804282862, -0.3263551283175841] Predicted: 3.9643591202132296 Movie Vector: [-0.34480001461717097, 0.7793542560959623] User Vector: [1.578716309547487, -0.6071675516493983] Predicted: -1.0175400221496633 Movie Vector: [1.0262529261281566, -0.7178243569222572] User Vector: [1.4936172277879018, -0.35809012903272747] Predicted: 1.7898748671258853 Movie Vector: [2.034729203437456, -0.7704818081573662] User Vector: [1.9826176191226847, -0.4970873082226264] Predicted: 4.417086696930013 Movie Vector: [1.9597901106189775, -0.1938645839344239] User Vector: [1.8658102472354519, -0.24186468445659104] Predicted: 3.703485467244196 Movie Vector: [1.0641378963651875, -0.5562824701045882] User Vector: [1.7272235531276525, -0.5340114877377669] Predicted: 2.135065267840656 Movie Vector: [2.080246096659156, -0.028024311343360774] User Vector: [1.656284342820715, -0.5055346497399626] Predicted: 3.4596462995296373 Movie Vector: [2.2696113512897376, -0.2948748051085871] User Vector: [2.1967017675691562, 0.3175142381104852] Predicted: 4.8920323179911565 Movie Vector: [1.6465755313897565, -0.6141945648106614] User Vector: [2.005334326346895, -0.5414821255148052] Predicted: 3.634509812452076 Movie Vector: [1.3529875861631089, 0.062141058963467] User Vector: [1.8346231208784674, 0.14089329503785517] Predicted: 2.4909775663908915 Movie Vector: [1.7670969926428297, -0.488335174586688] User Vector: [1.685427034694675, -0.530600037696867] Predicted: 3.237423706372285 Movie Vector: [1.9532659449034617, -0.2357780799865119] User Vector: [1.7174892733201401, -0.3679546232619905] Predicted: 3.4414689429080956 Movie Vector: [2.2751370797524384, -0.12811239039110092] User Vector: [2.39026426476781, 0.36918957398356744] Predicted: 5.3908811003499375 Movie Vector: [1.710338134323485, 0.008248636753034127] User Vector: [2.546534555569469, -0.9759801681569017] Predicted: 4.347384654877678 Movie Vector: [1.6536123527082152, -1.2183610734982773] User Vector: [1.8081886897615287, 0.06764462049213324] Predicted: 2.9076275809777674 Movie Vector: [2.285823081023737, 0.07430597442490514] User Vector: [1.6737837518012368, -0.06639286569137781] Predicted: 3.8210401459297136 Movie Vector: [1.8782584996798413, -0.489106447022471] User Vector: [1.9384576457929381, -0.6490969883789153] Predicted: 3.9584020712389587 Movie Vector: [1.0099063606757726, -0.41090120991705675] User Vector: [2.036631998470366, -0.34562672030868286] Predicted: 2.198826047165535 Movie Vector: [1.1143704290248249, 0.2149681380743292] User Vector: [2.1346826495296924, -0.4968896642426753] Predicted: 2.272011774037627 Movie Vector: [1.096926949934398, 0.25534141296092167] User Vector: [1.796720057516542, -0.9055504542532274] Predicted: 1.7396461200811533 Movie Vector: [1.6932768542936423, 0.5320052028292173] User Vector: [1.5238821939342542, 0.823555546897163] Predicted: 3.01849028342724 Movie Vector: [1.9445489367299877, -0.4337266420737703] User Vector: [1.8347573201236642, -0.16192390912676502] Predicted: 3.6380061093810427 Movie Vector: [1.476602184438406, -0.06145861554946776] User Vector: [2.017586210842458, -0.12774144308833257] Predicted: 2.98702301846328 Movie Vector: [1.9547454689982688, 0.2705098263231932] User Vector: [1.972546016516436, 0.14469367219786378] Predicted: 3.8949664483123967 Movie Vector: [1.8649489245805342, -0.18226667654498005] User Vector: [1.9451237952447789, -0.6904187682685354] Predicted: 3.7533968644343423 Movie Vector: [2.079094944129007, -0.31087396651520444] User Vector: [2.073380953243669, 0.6372976241628519] Predicted: 4.1126366168680715 Movie Vector: [1.258569049272875, -0.8331080486370718] User Vector: [0.2707376783650057, -1.124465972245103] Predicted: 1.2775437143580959 Movie Vector: [2.263691954353964, -0.013415087171822972] User Vector: [1.7054198406778545, -0.2878395629401914] Predicted: 3.86440656496642 Movie Vector: [2.1913203815286995, 0.04524102307179752] User Vector: [1.4555540516382866, -0.6398569077782159] Predicted: 3.1606374786442113 Movie Vector: [0.04374747121948937, -0.9484068921259352] User Vector: [1.064546547022275, 0.008010302560083279] Predicted: 0.038974193271666756 Movie Vector: [2.17094232181035, -0.15509085753660948] User Vector: [1.8297199698893913, -0.35136281173278394] Predicted: 4.0267096794725505 Movie Vector: [1.102581655341498, 0.763476801741658] User Vector: [2.104828058299197, -0.45896485654419134] Predicted: 1.9703357839425815 Movie Vector: [1.3815638203598943, 0.1945915651585466] User Vector: [1.8846032252871623, -0.0838469596222774] Predicted: 2.587383720683626 Movie Vector: [1.1956282448418678, -2.5028172055740945] User Vector: [1.7631706323312186, -1.0288143350710697] Predicted: 4.683030827648046 Movie Vector: [2.0858466191484855, 0.06503814998905308] User Vector: [1.8417288551785804, 0.7853778505821409] Predicted: 3.8926434284066938 Movie Vector: [2.1549232534109812, -0.43209985374611] User Vector: [2.3074363604123103, -0.10646290635497985] Predicted: 5.018350875083862 Movie Vector: [1.8216044179500566, 0.13822040090115176] User Vector: [1.8931741284714474, -0.46882470039420526] Predicted: 3.383813218331487 Movie Vector: [1.8875884869870767, -0.5117876262882656] User Vector: [1.9154327561554, -0.47114591810246587] Predicted: 3.856675469177924 Movie Vector: [1.9030690608495693, -1.3444074957587633] User Vector: [2.1710638263366757, 0.8111379011124862] Predicted: 3.0411845226813528 Movie Vector: [2.20678327405036, 0.27218229267697214] User Vector: [1.7248461785117828, -0.17089547080844741] Predicted: 3.7598469759967297 Movie Vector: [1.6778989931641368, -0.5664384816646654] User Vector: [2.0109257945161296, -0.20150030172497194] Predicted: 3.4882678909104707 Movie Vector: [2.14010188163196, -0.08103371741623536] User Vector: [2.156759349714683, 0.2835996193146295] Predicted: 4.592703611140822 Movie Vector: [1.9861784147047197, -0.5004163796678767] User Vector: [1.6690110525847333, -0.4698668023738366] Predicted: 3.550082770717438 Movie Vector: [1.9262317279815064, -0.34158852182569854] User Vector: [1.6587324089924906, -0.23723483513514984] Predicted: 3.2761396910919114 Movie Vector: [-2.0699214935302734, -0.03884315490722656] User Vector: [1.949129578344202, -0.361478189620283] Predicted: -4.0205042545752585 Movie Vector: [1.3032771837957202, -0.2858910047526278] User Vector: [1.4735211088313394, -0.6113568128004024] Predicted: 2.0951878544551263 Movie Vector: [1.7783154163580792, -0.5199613388734281] User Vector: [1.4053714829491455, -0.40785521876855396] Predicted: 2.711262719455893 Movie Vector: [1.8832065466465886, -0.21886184759266286] User Vector: [1.8569865602521383, -0.47022560691807247] Predicted: 3.600003692417027 Movie Vector: [2.0171435687704427, -0.3676349495379573] User Vector: [1.638043457271455, -0.459223493100544] Predicted: 3.47299543091428 Movie Vector: [1.5378087980804336, -1.0782395684176607] User Vector: [1.7967998368968412, -0.11687458615903809] Predicted: 2.8891534009085644 Movie Vector: [2.2941011206704385, -0.05638900738655331] User Vector: [2.041136681175391, -0.8566865962985645] Predicted: 4.730881654532645 Movie Vector: [2.1282384442040745, -1.1372417546970408] User Vector: [2.3280212288141646, -0.22460444101035815] Predicted: 5.210013826692883 Movie Vector: [0.8642603529410129, -0.9031548800097725] User Vector: [1.7712280559222153, 0.47956709824595456] Predicted: 1.097678819677398 Movie Vector: [1.925849459882647, 0.16544317320339094] User Vector: [1.549354999467608, -0.6945762661280941] Predicted: 2.8689115873911764 Movie Vector: [1.6616814557921613, -0.6797714182656331] User Vector: [1.5893298885806413, -0.06913823415521513] Predicted: 2.6879581984787455 Movie Vector: [0.7459828954288158, 0.08174638359308053] User Vector: [2.212207670296736, -0.6608200202103699] Predicted: 1.5962494363196902 Movie Vector: [1.8959501676046637, 0.09018025275910446] User Vector: [1.3899468599899019, -0.03379315942450808] Predicted: 2.6322225065009994 Movie Vector: [1.8418591097763668, -0.21191029770408953] User Vector: [2.2077287780188435, 0.3160815753969179] Predicted: 3.999344420968315 Movie Vector: [0.23470520886130314, -1.712752284294626] User Vector: [1.9135156227085988, 0.4888591074438665] Predicted: -0.38818246908552617 Movie Vector: [2.1315894553909946, 0.27110424984494846] User Vector: [2.214873071324317, -0.503075427766224] Predicted: 4.584814197404392 Movie Vector: [1.7352380153222595, 0.18340851539410064] User Vector: [2.254698326872155, -0.49801028916607104] Predicted: 3.8210989220851217 Movie Vector: [1.8580355029562605, -0.8713382148714173] User Vector: [1.968512445098594, 0.08268576480469211] Predicted: 3.585518744304226 Movie Vector: [1.675196154940167, -0.6811883183804937] User Vector: [2.360934417276407, -0.15744132036089672] Predicted: 4.062275446147584 Movie Vector: [2.3627910118809616, 0.6685905956566544]
avg loss: 9.173111469000151: 76%|██████████████████████████████████▊ | 52887/70000 [01:25<00:26, 639.34it/s]
User Vector: [2.1959838592827574, 0.2821144059930535] Predicted: 5.377269963695184 Movie Vector: [2.0947440954548253, 0.06883234629402492] User Vector: [1.6643581135454728, -0.028057775654691433] Predicted: 3.484473048541607 Movie Vector: [2.2303145556316974, -0.5850866088432575] User Vector: [1.9520013953105337, -0.12501169501797313] Predicted: 4.42671979327828 Movie Vector: [1.5623378351754804, -0.673662246183214] User Vector: [2.1322867230624003, -0.029614575911373644] Predicted: 3.351302444610949 Movie Vector: [1.9716917084271175, -0.8393925549138639] User Vector: [2.1273157138971674, -0.28729678519816165] Predicted: 4.435565536843783 Movie Vector: [1.939571506182179, -0.6502847079621884] User Vector: [1.512464645374248, 0.41649051521170244] Predicted: 2.6626959172223623 Movie Vector: [1.8526977176917407, -1.176439537447816] User Vector: [2.300199332175223, -0.2507651205600219] Predicted: 4.5565840553967805 Movie Vector: [2.0121535572795506, -0.8558553834383247] User Vector: [2.012917251233368, 0.21529304488903117] Predicted: 3.8660388960934906 Movie Vector: [-0.21824475001416102, 1.7044525236847627] User Vector: [1.7832267849012016, 0.3560270298299512] Predicted: 0.21765128560433183 Movie Vector: [1.8999422695364512, -0.5148263308330003] User Vector: [2.0905170855776603, -0.5246849274346221] Predicted: 4.241983392111693 Movie Vector: [1.7683428652116164, 0.3000759230564392] User Vector: [0.3586787969717078, -1.8300166977998278] Predicted: 0.08512314172662527 Movie Vector: [0.1910813991181713, 0.8555058023686846] User Vector: [2.363866330838654, -0.3067577149651584] Predicted: 0.18925788075093591 Movie Vector: [1.8315311146934208, -0.02231712786472906] User Vector: [1.180047301652837, -1.3506068784594332] Predicted: 2.1914350161887457 Movie Vector: [2.0708194863513976, 0.8517553618488265] User Vector: [1.984362389739386, -0.3091916271934935] Predicted: 3.845900678354326 Movie Vector: [2.510935061503728, -0.0003562952560377704] User Vector: [2.029502510795165, 0.3031403144114805] Predicted: 5.095841004309489 Movie Vector: [1.4444476520140472, -0.8096040280742178] User Vector: [1.4458850232141205, -0.13612149605987692] Predicted: 2.1987097383814778 Movie Vector: [1.2912969918763535, -0.5675208469408356] User Vector: [2.1257828652913746, -0.18322670041988104] Predicted: 2.849001991537513 Movie Vector: [1.8854594542599654, 0.38548149027109224] User Vector: [1.5701506707735269, -0.5801491533930083] Predicted: 2.7368186665931233 Movie Vector: [1.641678742237427, 0.9064517497436999] User Vector: [0.7872882066989073, 0.3394568194969515] Predicted: 1.6001755409472647 Movie Vector: [1.900539904494929, -0.8408928274162428] User Vector: [1.4626852914084887, -1.1694312717857607] Predicted: 3.7632581326405274 Movie Vector: [1.4965834634975168, -0.8145123053877554] User Vector: [2.031467146257917, 0.3586223128305205] Predicted: 2.7481578509410136 Movie Vector: [2.4641614256282898, -0.24015291599159438] User Vector: [1.5189493540127827, -0.703418928871578] Predicted: 3.911864512573502 Movie Vector: [1.4124269710074602, -0.15053204591998817] User Vector: [1.7261224051084887, -0.17391624491368057] Predicted: 2.464201808401073 Movie Vector: [2.208251176462873, 0.06691884210990531] User Vector: [2.0655290350158984, -0.5495010814505306] Predicted: 4.52443494548327 Movie Vector: [2.089440839475797, -0.48396573453695835] User Vector: [1.408735287866455, -0.3610260210504702] Predicted: 3.1181932659435105 Movie Vector: [1.959665863284149, -0.2988777488893513] User Vector: [1.7579539735498835, -0.8764543304335155] Predicted: 3.7069550884747255 Movie Vector: [1.7253018218413818, -0.22813840896817786] User Vector: [2.0495643600936284, -0.21454421587509978] Predicted: 3.5850629005137735 Movie Vector: [1.6426640917442692, -0.3500615023015928] User Vector: [2.266529890391166, -0.9131822525463857] Predicted: 4.042817215012183 Movie Vector: [1.5754790416970694, -0.0024445718219635072] User Vector: [1.9588300026178627, 0.03817107106405643] Predicted: 3.086002303447121 Movie Vector: [1.6514659527538424, -1.1930029386444265] User Vector: [2.0353256889595217, -0.3369633149612664] Predicted: 3.7632693030460658 Movie Vector: [1.8089997217625589, -0.0629643639549174] User Vector: [2.3056568476775707, -0.1061060828851866] Predicted: 4.177613497949277 Movie Vector: [2.2735964882646695, -0.7665184072251773] User Vector: [1.6390093700993422, -0.928349846282131] Predicted: 4.43804319361067 Movie Vector: [2.1835999921574976, 0.850695581658323] User Vector: [1.4170706518135467, -0.5460595500699611] Predicted: 2.6297850176198327 Movie Vector: [2.02304092724002, -0.32041761814923664] User Vector: [1.6022307080141351, -0.5983956840256986] Predicted: 3.4331148169796473 Movie Vector: [1.7205351510220483, -0.6758593927341174] User Vector: [2.113007045917086, -0.8232103723433075] Predicted: 4.191877359201981 Movie Vector: [2.049232046947527, -0.23668060080040085] User Vector: [2.0830218470854462, -0.01400401828164452] Predicted: 4.271909602999847 Movie Vector: [1.7037271277930321, -0.7730248284723025] User Vector: [1.6244684126952906, -0.8159886212627333] Predicted: 3.3984303669388285 Movie Vector: [2.0548701552258724, 0.13310663439828477] User Vector: [1.983386618534833, 0.24294127402654972] Predicted: 4.107939064043697 Movie Vector: [2.562525244962622, -0.2881974205801278] User Vector: [1.4562859829688641, -0.6470841389190541] Predicted: 3.918257574977706 Movie Vector: [2.207696463290573, -0.3011839161897022] User Vector: [2.042501150777033, -0.4145641750564172] Predicted: 4.634082628592827 Movie Vector: [2.0076409062350056, -0.5113455625628377] User Vector: [-0.4732310583691806, -1.17356970472191] Predicted: -0.3499783700151242 Movie Vector: [1.7990036670082021, -0.15885950646277397] User Vector: [1.4259918912339788, -0.22890763708119696] Predicted: 2.601728795706168 Movie Vector: [2.5091413301631684, 0.4775015129471842] User Vector: [1.9117846433523187, -0.22630440554404382] Predicted: 4.688877166972662 Movie Vector: [1.550466724151029, 0.22422018542954408] User Vector: [1.4756417703231415, -0.33951191695509925] Predicted: 2.2118080366781343 Movie Vector: [1.0158853620093233, -0.8621018008327117] User Vector: [1.8564080653261337, -0.3415752838769588] Predicted: 2.180370446831138 Movie Vector: [1.6211978345620526, -0.5980122141366252] User Vector: [0.6067018929812894, -0.7072303655624286] Predicted: 1.4065161919406073 Movie Vector: [1.5760317263625674, 0.748769014661324] User Vector: [1.481487343423454, -0.37025373972156156] Predicted: 2.057636527573976 Movie Vector: [2.0551834058682124, 0.006009958135063485] User Vector: [1.9496233785881838, -0.8652751779085535] Predicted: 4.001633347772615 Movie Vector: [2.01996967198366, -0.5099294323113919] User Vector: [1.9810084371032688, -1.1393538375110253] Predicted: 4.582567018456156 Movie Vector: [0.3701045541866175, -0.14673518084986897] User Vector: [1.4817040859222232, -0.05310967147333009] Predicted: 0.5561784874052502 Movie Vector: [2.010394659195118, -1.2164744621761914] User Vector: [1.7026965568623065, 1.2031920273414276] Predicted: 1.9594396897910527 Movie Vector: [1.8845524548236592, -0.42667533368160215] User Vector: [1.66327052181813, -0.2170738504230595] Predicted: 3.2271406024909943 Movie Vector: [2.477272409111363, -0.31870357300154756] User Vector: [1.5512995763517823, -0.6781638863342621] Predicted: 4.059124892417762 Movie Vector: [0.8413764359801696, -0.22216299725176278] User Vector: [2.1157740279215065, 0.3127384752639986] Predicted: 1.7106834939314088 Movie Vector: [2.2510805149289603, -0.1704798686009867] User Vector: [2.1681884630755874, -0.0731354790527986] Predicted: 4.893234928782215 Movie Vector: [1.9816828478475381, -0.4484692227100064] User Vector: [1.8736719721998654, -0.170773730250254] Predicted: 3.7896103718657623 Movie Vector: [2.4131935219310408, -0.818203523523077] User Vector: [-0.49560963987011686, 0.37829633603114704] Predicted: -1.5055253674176967 Movie Vector: [1.8639170147817525, -0.28011377293860723] User Vector: [1.697615834708215, -0.2370706684890144] Predicted: 3.2306217982791052 Movie Vector: [1.130918838269206, 0.8287523816359885] User Vector: [1.7215685725340368, 0.6698637271727359] Predicted: 2.502105489316933 Movie Vector: [2.3188199503634177, -0.06676376095865014] User Vector: [2.0095381788383486, -0.14010553076102292] Predicted: 4.669111192272046 Movie Vector: [-0.7753502199381207, -0.3529710198884578] User Vector: [1.8408656956428402, 0.37548512090683106] Predicted: -1.5598509880726428 Movie Vector: [2.0010913551355602, -0.28439457373209986] User Vector: [1.9527407911964585, -0.9533973096305687] Predicted: 4.1787537375535235 Movie Vector: [1.7813393421404242, -0.22128625692267453] User Vector: [2.0901666110068398, -0.7239017349740129] Predicted: 3.8834855211270334 Movie Vector: [2.5678820606124453, -0.29057766078201963] User Vector: [1.6461780951163778, -0.08122522284107522] Predicted: 4.250793434272173 Movie Vector: [1.7825252085862922, 0.17859896131682496] User Vector: [2.057095944682478, -0.32086199172320246] Predicted: 3.6095197594293382 Movie Vector: [1.843125372435693, -0.8739339172502847] User Vector: [2.306839920966843, -0.8280670919172349] Predicted: 4.975471105866818 Movie Vector: [1.6732455610786927, -0.4587892066505221] User Vector: [1.7881419024809173, -0.1419529376716469] Predicted: 3.0571269765610896 Movie Vector: [0.8368339763194916, -2.7213551664821267] User Vector: [1.9234631158643583, -0.038676434598869415] Predicted: 1.7148716026693913 Movie Vector: [2.5163379825601955, 0.12451727303656274] User Vector: [1.0286199125349267, -1.749639810736677] Predicted: 2.3704949775002437 Movie Vector: [2.0476584233266117, -0.7672403470129927] User Vector: [1.489942644017779, -0.27415374417231075] Predicted: 3.261235419110203 Movie Vector: [1.931028842565953, -0.1843936728894652] User Vector: [1.7115927684685515, 0.2811320466020532] Predicted: 3.253296032000197 Movie Vector: [2.1675330061625733, -0.7064430842270784] User Vector: [0.9889195824099526, -1.1365394511963935] Predicted: 2.9464162705630126 Movie Vector: [1.4344809477715157, -0.8579420389378205] User Vector: [1.3904284888914387, -0.8660847083220444] Predicted: 2.7375936571041897 Movie Vector: [1.670092224199, -0.4885537044867912] User Vector: [1.9893406115860712, 0.5013167320264078] Predicted: 3.077462140140467 Movie Vector: [2.4355415751030023, -0.2878461141619631] User Vector: [1.772981787588209, -0.4949467698840263] Predicted: 4.460639359999655 Movie Vector: [2.0670883104748916, -0.3040093576635244] User Vector: [1.772689350489248, -0.6097629338128233] Predicted: 3.8496790723351153 Movie Vector: [1.9412816977144862, -0.4115248101431649] User Vector: [2.4007907376804543, -0.5794169200742885] Predicted: 4.899055557128835 Movie Vector: [1.8978194459486715, -0.20994414104707856] User Vector: [1.8200324541993602, 0.20157009020891092] Predicted: 3.4117745243875386 Movie Vector: [1.79715917475093, 0.1585685890119293] User Vector: [1.9163514419978793, 0.372619031653857] Predicted: 3.503074250122007 Movie Vector: [1.8740991172512977, 0.1252206396525343] User Vector: [1.130780407304033, 0.13645025059856652] Predicted: 2.1362809507942524 Movie Vector: [1.8030637969608976, 0.23300978836685385] User Vector: [1.1394777978034762, -0.524938774231011] Predicted: 1.9322352919710544 Movie Vector: [2.3593346256284065, -0.4900930419959057] User Vector: [1.978532010212574, -0.6352884816760447] Predicted: 4.979369544138275 Movie Vector: [2.157996535134889, -0.30573863690537045] User Vector: [1.9607390322424973, -0.20584292313385227] Predicted: 4.294202172618606 Movie Vector: [2.5359073236101755, 0.4743331318971098] User Vector: [1.5495024784245996, -0.3971797073212645] Predicted: 3.7409991884893876 Movie Vector: [2.1208455843909593, -0.25769746137780103] User Vector: [2.0529185598291217, -0.3496722337322688] Predicted: 4.444032909674951 Movie Vector: [1.6111649148658103, 0.422527822115883] User Vector: [1.8769448375545832, -0.10045050820433897] Predicted: 2.981624534944439 Movie Vector: [2.0206743135615888, -0.40801790370221697] User Vector: [1.5203632527044437, 0.11586542244618261] Predicted: 3.0248838052447526 Movie Vector: [2.346416120816616, 0.026797261219889706] User Vector: [1.5675296531717067, -0.009071812945532207] Predicted: 3.677833748318932 Movie Vector: [1.5454882967797503, -0.8972657552092144] User Vector: [1.1445907955859174, 0.7018986994690781] Predicted: 1.139162012520371 Movie Vector: [2.311921439100239, 0.029692640993495993] User Vector: [1.4972046479282355, -1.354110944178619] Predicted: 3.4212123941349537 Movie Vector: [1.992020402984822, 0.04439719877227599] User Vector: [1.868350007927071, -0.07022921869030349] Predicted: 3.7186733551257647 Movie Vector: [2.046668458640979, -0.29029380795371196] User Vector: [1.8772969628786207, 0.03393300757304984] Predicted: 3.832353939442475 Movie Vector: [1.9610262819469604, -0.027641129519796425] User Vector: [1.8569890680083911, -0.8655460677604593] Predicted: 3.665529038616964 Movie Vector: [2.375480925204624, -0.13021228458325151] User Vector: [1.396556766351542, -0.5069641623064013] Predicted: 3.3835069212092894 Movie Vector: [2.212186164057994, 0.03530627647271204] User Vector: [1.8375602006703917, -0.6737835400639316] Predicted: 4.041236463598411 Movie Vector: [2.0800568851233034, -0.07548204459260395] User Vector: [1.7044145859021909, -0.2682298510511464] Predicted: 3.5655258320885466 Movie Vector: [2.094619605812607, 0.5845897832019068] User Vector: [1.9736823644927626, 0.16563737604328643] Predicted: 4.230943694064401 Movie Vector: [1.4408814452882226, 0.2867208408326015] User Vector: [1.590788524463313, -0.3526606181746329] Predicted: 2.191022519305042 Movie Vector: [2.1747446960815178, -0.2967491484247027] User Vector: [2.0105446251795738, -0.565740634594239] Predicted: 4.540304311389573 Movie Vector: [2.041283833812918, -0.6163748871872933] User Vector: [1.6315577580801317, -0.8742737847819172] Predicted: 3.8693528809667823 Movie Vector: [1.8119298535303061, -0.4194303966275099] User Vector: [1.0203064904690764, -1.369607373106834] Predicted: 2.4231787535578153 Movie Vector: [2.0732623039419, -1.4164912609533449] User Vector: [1.6608040086276814, -1.081123629808148] Predicted: 4.97468451895677 Movie Vector: [2.288296953783149, -1.478932905823402] User Vector: [1.95758752359529, 0.5283391754170251] Predicted: 3.6981633750471588 Movie Vector: [1.8633605911478437, -0.9490670592761208] User Vector: [1.6276718604840537, -0.5878820361650077] Predicted: 3.5908790754106588 Movie Vector: [2.227837309415511, -0.6459264231169479] User Vector: [1.9607641334240222, 0.10973322219630764] Predicted: 4.297383903695452 Movie Vector: [2.13171953328959, -0.496487309114197] User Vector: [1.4400098153848357, -0.5035471397622988] Predicted: 3.319701816017325 Movie Vector: [2.1530177969723563, -0.43201193780880864] User Vector: [1.6566531640454654, -0.775120466503458] Predicted: 3.901665040369878 Movie Vector: [1.5906764638306683, -0.5919451545160652] User Vector: [1.9460990847243793, -0.5744101117545786] Predicted: 3.43563329271163 Movie Vector: [2.172206566518171, -0.26644574282380257] User Vector: [1.7371010609069484, -1.7980588579246397] Predicted: 4.252427459248404 Movie Vector: [1.6793625121025066, -0.6421196768981795] User Vector: [1.8715969999756459, -0.9630225676150508] Predicted: 3.761465579485247 Movie Vector: [1.952748136578268, -0.6991979048138867] User Vector: [0.4365517856128506, -1.0738285910427416] Predicted: 1.6032943868617422 Movie Vector: [2.3508418152312043, -0.028124179482624707] User Vector: [1.8885929762584543, -0.9125149682210372] Predicted: 4.465447075287158 Movie Vector: [1.8743466900756254, 0.409060224325454] User Vector: [2.142200978248953, -0.986547450889723] Predicted: 3.6116699914890362 Movie Vector: [1.5945539747827877, -0.6488764198019465] User Vector: [1.8664334877034272, -0.16898919688508712] Predicted: 3.085782041545203 Movie Vector: [1.9665488866639613, 0.4177493837998354] User Vector: [1.8955980924582034, -0.10803757066487593] Predicted: 3.6826536897135256 Movie Vector: [1.781078754622905, 1.151935073981831] User Vector: [1.753150735575196, 0.06389761243123815] Predicted: 3.1961054296877407 Movie Vector: [1.085287918876093, 0.01723940243178436] User Vector: [2.1150130791110358, 0.04458515136731193] Predicted: 2.2961667643910366 Movie Vector: [2.103757868474206, -0.11048955351428685] User Vector: [1.8574519381542478, -0.6280027599441954] Predicted: 3.9770168747566377 Movie Vector: [1.9727730611090193, 0.2095373064480528] User Vector: [1.6948732258741714, -0.2370130479535113] Predicted: 3.2939371663382855 Movie Vector: [1.948874888411575, -0.5348873068359103] User Vector: [1.9469139455121043, -0.21961913248731027] Predicted: 3.9117631846126177 Movie Vector: [2.6085328028676913, -0.48353147027928495] User Vector: [1.5383632096362452, -0.14148298082398694] Predicted: 4.08128236879829 Movie Vector: [1.5160334452549284, -0.7401165566131741] User Vector: [1.4692946438884644, -0.2653144869638327] Predicted: 2.4238634655801046 Movie Vector: [2.2717426707384947, 0.33223129969461873] User Vector: [1.2358049687190924, -0.2263886408459556] Predicted: 2.7322174877654626 Movie Vector: [0.7601266917605008, -0.18009632052471947] User Vector: [1.751249000792352, -0.08296930570410203] Predicted: 1.3461135760949727 Movie Vector: [2.3939836602370566, -0.35232047108316916] User Vector: [1.947198664138061, 0.19079476835265483] Predicted:
avg loss: 9.153897728922008: 76%|██████████████████████████████████▊ | 53037/70000 [01:26<00:25, 669.84it/s]
4.594340882515731 Movie Vector: [1.010872339867632, -1.4964755843718274] User Vector: [1.2504757284247185, -0.35160358956126425] Predicted: 1.790237512696302 Movie Vector: [1.9112894606945494, -0.6625880182749534] User Vector: [2.0886696708109502, -0.2708443141019937] Predicted: 4.171510526035202 Movie Vector: [1.983161249924497, -0.5208061451178533] User Vector: [1.7826752520960387, 0.41916729214653925] Predicted: 3.31702757957392 Movie Vector: [1.9911406548257655, -0.5188527517966425] User Vector: [1.9706744535777334, -0.365782944504933] Predicted: 4.113677509261839 Movie Vector: [0.6073211096321284, -0.4058943753472875] User Vector: [1.0664384572192216, -0.03300465487745845] Predicted: 0.6610669909677915 Movie Vector: [1.6021849619210993, 1.0125012056188663] User Vector: [1.5952830786015435, -0.7057797239181711] Predicted: 1.8413357371740893 Movie Vector: [1.044866111975525, 0.23151896952986442] User Vector: [2.1920373350600433, -0.5093472135299275] Predicted: 2.172461985580022 Movie Vector: [1.0162402057958513, -0.19590397925473665] User Vector: [1.9325347201204477, -0.14506303444044957] Predicted: 1.9923379073724825 Movie Vector: [1.9381299532558165, 0.10208526070994779] User Vector: [1.90061375151515, -0.449160858913552] Predicted: 3.6377837379985256 Movie Vector: [2.1796316948969277, -0.07583580787894448] User Vector: [2.028156169082981, 0.12108717013677511] Predicted: 4.411450724962901 Movie Vector: [1.885049451379577, 1.2630592244983592] User Vector: [1.926499108774632, 0.14511304637893957] Predicted: 3.8148324599028416 Movie Vector: [1.936827567633668, -0.5285976766595957] User Vector: [1.2279601700494531, 0.23366690393288556] Predicted: 2.2548313267767432 Movie Vector: [2.11178670879358, 1.1805677189980908] User Vector: [1.8044033572917806, 0.09956008996138059] Predicted: 3.928052455540248 Movie Vector: [2.1612325140054107, 0.10101707754634563] User Vector: [2.190134569321644, 0.1685119975158717] Predicted: 4.750412630785725 Movie Vector: [1.79264430311372, -0.8417192029200168] User Vector: [1.9583197514244317, -0.5239450639990859] Predicted: 3.9515853677092716 Movie Vector: [1.937534978137652, 0.08835607918987012] User Vector: [2.0555320594073416, -0.5718792782800732] Predicted: 3.932136252986287 Movie Vector: [1.7418638664413468, -0.8375849187654856] User Vector: [1.1020367953092718, 0.18314081638852733] Predicted: 1.76620208742061 Movie Vector: [1.0530422935473103, -0.6870735147894659] User Vector: [1.5052690371114144, -0.5187463134265363] Predicted: 1.9415288120956034 Movie Vector: [1.6859717260718803, -0.9028095831732248] User Vector: [2.1840358081877027, 0.19288388687767313] Predicted: 3.5080851998201514 Movie Vector: [1.658328343678104, -0.27724425413545223] User Vector: [2.0048208966811023, -0.19860530233096055] Predicted: 3.379713495876517 Movie Vector: [1.3010883701470122, -0.20474021558538327] User Vector: [1.8836260553853688, 0.31036472259426545] Predicted: 2.3872198141537475 Movie Vector: [1.8022816513316413, -0.870024110560719] User Vector: [1.1810259771526401, 0.4291914113024774] Predicted: 1.7551345724894878 Movie Vector: [2.5218628667384038, -0.543772338268513] User Vector: [2.018001615220235, -0.2068278376516454] Predicted: 5.201590595340887 Movie Vector: [1.4423398464522061, -0.7953012922994819] User Vector: [2.3044477775705916, -0.4372792828030856] Predicted: 3.6715656323673795 Movie Vector: [2.2692894851333434, -0.25143445590564417] User Vector: [1.5447084954412633, -0.6773159371832528] Predicted: 3.6756913104428985 Movie Vector: [1.929995364933925, -0.8337614088823391] User Vector: [2.077927933875624, 0.778553768179671] Predicted: 3.361263194398545 Movie Vector: [2.0746839978873224, -1.2245760631115856] User Vector: [1.8429649824568417, -0.06257092005996481] Predicted: 3.900192808722201 Movie Vector: [1.4575592768626773, 0.07506054287137869] User Vector: [2.181183123165318, -0.18180909626900807] Predicted: 3.16555700624101 Movie Vector: [1.8391618297266306, -0.8626215566414611] User Vector: [1.3286860615138336, -1.1552843395166656] Predicted: 3.440241863343421 Movie Vector: [1.9151066608249945, -0.4424012108208551] User Vector: [1.5505649154396197, -0.14139900179553574] Predicted: 3.0320522872031654 Movie Vector: [2.2927766507748615, 0.389691969055167] User Vector: [1.8750797207699774, -0.30953117760459165] Predicted: 4.178517188038153 Movie Vector: [0.48759752148917807, 0.03388691664009343] User Vector: [1.8580207309716932, -0.014912178569312887] Predicted: 0.905460975545208 Movie Vector: [1.7614781155491042, -1.069076097045193] User Vector: [1.593921664584231, -0.8021287757899863] Predicted: 3.6651948310139195 Movie Vector: [0.7114264417695112, -1.1004643177579265] User Vector: [1.8699293537296242, -0.4772661450467241] Predicted: 1.855531549182027 Movie Vector: [1.6215653185456227, -0.10293265277513962] User Vector: [1.278263964067632, -0.7990007492960818] Predicted: 2.15503177877309 Movie Vector: [0.6941913798505529, -0.4939739433098857] User Vector: [2.136909374225999, -0.5215623371120767] Predicted: 1.7410622714547 Movie Vector: [1.8740682152256194, -0.7051338950222531] User Vector: [1.898213071198485, 0.06862555524326412] Predicted: 3.508990577392139 Movie Vector: [1.6869512748287376, -0.3054367881308224] User Vector: [1.702605635198084, 0.21395591204066255] Predicted: 2.8068627402526998 Movie Vector: [2.129910868403838, 0.19298010085656342] User Vector: [1.7982586708826869, -0.8647182489144574] Predicted: 3.6632572724264523 Movie Vector: [2.169917556132819, -0.70918358523721] User Vector: [2.081779488109821, -0.2188040549115394] Predicted: 4.672462103373298 Movie Vector: [0.840930950345686, -0.31760622714681386] User Vector: [1.5227358132741375, 0.016687715631520446] Predicted: 1.2752155521806054 Movie Vector: [2.010690687903043, 0.634762330169658] User Vector: [1.889587892264861, -0.28496510973373457] Predicted: 3.6184916618796565 Movie Vector: [2.0691745977503078, 0.03531572578931041] User Vector: [1.8474384736305471, -0.5424247249033466] Predicted: 3.803516637696901 Movie Vector: [1.9673070552466156, 0.04501093942875252] User Vector: [1.923128290216675, 0.15137107053517873] Predicted: 3.7901972075747503 Movie Vector: [2.120520168474499, -0.040316849684994764] User Vector: [2.0146583224211074, -0.24799047807732474] Predicted: 4.282121800106912 Movie Vector: [1.1225372201858332, 0.27342787094235815] User Vector: [1.4890958022598022, -0.056040261819534476] Predicted: 1.656242492982744 Movie Vector: [1.0008891330878416, 0.5020526133258454] User Vector: [2.1137623485583306, -0.22925685740392446] Predicted: 2.0005427602197563 Movie Vector: [1.0095745565432985, 0.011717270312946632] User Vector: [1.6074887789120595, -0.027202073687834095] Predicted: 1.622561037067998 Movie Vector: [1.7723949844209141, -0.011956272725405292] User Vector: [1.7686262512308384, -0.7685810827817019] Predicted: 3.143893662034027 Movie Vector: [1.796910812994, -0.8428607002626494] User Vector: [0.1433218187434747, -1.3487582706566723] Predicted: 1.3943518663288388 Movie Vector: [1.2912620265673915, 0.08715656782480635] User Vector: [1.9764063714491822, -0.05861134916776703] Predicted: 2.546950132489132 Movie Vector: [2.0761096997969983, -0.25045984410825967] User Vector: [1.8633748768419922, 0.2666383943970993] Predicted: 3.801788445475723 Movie Vector: [1.8419242401076201, -0.2119009729636986] User Vector: [2.217686347339124, -0.03000832901378938] Predicted: 4.091169034234697 Movie Vector: [1.387602501766005, -0.17911292754182745] User Vector: [1.8190267023953248, -0.6306812195325813] Predicted: 2.6370491625990495 Movie Vector: [2.3419051704755796, -0.3574233419782637] User Vector: [2.0133703120697843, -0.03822607945155353] Predicted: 4.72878523698656 Movie Vector: [2.043130897046006, 0.629870084725002] User Vector: [1.9654747317447618, -0.6778927980312229] Predicted: 3.588737757660538 Movie Vector: [1.960819259372633, -0.15112520675711938] User Vector: [2.280856028847087, -0.12487888724407945] Predicted: 4.49121877687391 Movie Vector: [1.9117813316608279, 0.39182045522543263] User Vector: [1.927606954198116, -0.4744467455662898] Predicted: 3.499265049987538 Movie Vector: [0.4780063850676626, -0.40784305735657617] User Vector: [2.0371461689983694, -0.7978033919976526] Predicted: 1.2991474506591179 Movie Vector: [1.7371565135859683, 0.06916548373363585] User Vector: [1.2305378130790754, -1.9625339603846153] Predicted: 2.001897166490459 Movie Vector: [1.6817658236214799, 0.4929110585084277] User Vector: [1.984013864100061, -0.050448445335192646] Predicted: 3.3117801136444 Movie Vector: [1.4547060758577148, 1.1184251341618698] User Vector: [1.6399700996268736, -0.4383925028623064] Predicted: 1.8953652743228622 Movie Vector: [2.219456440312291, 0.0899054798415155] User Vector: [1.8481624589757661, -0.33457788796060317] Predicted: 4.071835686755706 Movie Vector: [2.026701262603624, -0.8223381530602648] User Vector: [1.9877996722371956, 0.12249129155262237] Predicted: 3.927946843064844 Movie Vector: [1.806168460881199, -0.8735168478045298] User Vector: [2.0758458131655777, -0.46634835379596895] Predicted: 4.156690381378639 Movie Vector: [2.3063032149157814, 0.18263956914619156] User Vector: [1.804447480104309, 0.1610985740452809] Predicted: 4.191025998664944 Movie Vector: [-0.8860654071829634, -0.6739908840462663] User Vector: [1.6994642626438679, 0.21490781075327195] Predicted: -1.650682399230479 Movie Vector: [1.9617429464833185, -0.44501584245594406] User Vector: [1.6194266032352544, -1.0751120238176892] Predicted: 3.655340599257944 Movie Vector: [2.2330931690851576, -0.13460630560233988] User Vector: [1.8479750266447728, -0.5217064816099836] Predicted: 4.19692539073872 Movie Vector: [0.1313467348256694, 0.6717000036096968] User Vector: [1.6788208292032216, -0.6529880205823283] Predicted: -0.21810442150907278 Movie Vector: [1.7325614723479221, -0.1324684866051462] User Vector: [2.027799777016606, -0.25123868476301303] Predicted: 3.546568975641903 Movie Vector: [1.8951691631665943, -0.6604976489896159] User Vector: [1.3093823592680374, 0.23284889939585335] Predicted: 2.3277049194583266 Movie Vector: [1.5448263559713888, -0.5787847375567381] User Vector: [1.5942307018821174, -0.4294930947934584] Predicted: 2.711393653918724 Movie Vector: [1.1264702088452012, -0.6650043318098173] User Vector: [1.251956758448423, 0.4312598430146433] Predicted: 1.1235023274141966 Movie Vector: [1.6981184710420805, -0.8492429183201896] User Vector: [1.9285642323631893, 1.4951818174057492] Predicted: 2.005157975534079 Movie Vector: [1.1414347495090014, -2.471195169769005] User Vector: [1.8611174910924029, -0.5564238644398553] Predicted: 3.499376143399852 Movie Vector: [1.2549264962095903, 1.4766678988867605] User Vector: [1.9245230929840818, 0.19342560906210152] Predicted: 2.7007604096775824 Movie Vector: [1.567143646693858, -0.1882254175787974] User Vector: [1.555426708842821, -0.5514724517984948] Predicted: 2.541378217183939 Movie Vector: [1.844151706274809, -0.38808305005823807] User Vector: [2.23994528631745, -0.5598012191463937] Predicted: 4.348048286277193 Movie Vector: [2.1831035554881213, -0.4335068617391923] User Vector: [0.9045475975154175, 0.04739931981790993] Predicted: 1.9541731458613116 Movie Vector: [1.8249501505047754, -0.3027242244795639] User Vector: [1.7254776229330027, 0.8379883687549624] Predicted: 2.8952312686099644 Movie Vector: [0.13049149623242723, -1.0575752481339455] User Vector: [1.350826911762567, -0.4343413192180569] Predicted: 0.6356200533137881 Movie Vector: [2.1152987052251273, 0.07865990893795308] User Vector: [1.606220238187332, -0.7543273084518981] Predicted: 3.3383002727518214 Movie Vector: [1.8545830058176844, 0.03332455875585419] User Vector: [2.0690687179026908, -0.5828146541860146] Predicted: 3.8178376409041204 Movie Vector: [2.162923884887324, 0.590322084286419] User Vector: [2.133827310457653, 0.4590498973211361] Predicted: 4.886293348191817 Movie Vector: [0.7548817319916813, -0.18622544041578676] User Vector: [1.7571951657211997, -0.3180972323676017] Predicted: 1.385712327339728 Movie Vector: [1.5912754921376877, -0.002687732440123939] User Vector: [2.202451991243302, 0.2898514115149227] Predicted: 3.5039288332337715 Movie Vector: [1.984685904034128, -0.19709182166000383] User Vector: [1.926380099750028, -0.8531098353270684] Predicted: 3.9914004013064157 Movie Vector: [1.6746014382342498, -0.7583946694118596] User Vector: [1.8540763449884075, 0.2451980250765726] Predicted: 2.9188820387453003 Movie Vector: [1.6757871098647688, -0.35089084801031567] User Vector: [1.8820369841690734, -0.013243103698666594] Predicted: 3.158540202246411 Movie Vector: [1.6276274025433541, -1.084081906562635] User Vector: [1.9764848623100917, -0.19386800000823529] Predicted: 3.427149713678446 Movie Vector: [1.8557118446916423, -0.4706525491122978] User Vector: [1.8320953744094841, -0.5019331487800467] Predicted: 3.6360772028537403 Movie Vector: [2.2998759510952884, -0.15345992090140054] User Vector: [1.8767504008676266, -0.33228032389494333] Predicted: 4.367284825385907 Movie Vector: [2.09846065983573, 0.007950422317985536] User Vector: [1.8868318170784508, -0.612095130973419] Predicted: 3.9545759250754737 Movie Vector: [2.3587819664470944, 0.18379752841584007] User Vector: [1.6339824554844589, -0.1606689576024026] Predicted: 3.8246777921872126 Movie Vector: [2.439680187083599, 0.02625751119857313] User Vector: [1.7335664344417547, -0.9106603158754923] Predicted: 4.20543600965851 Movie Vector: [1.7242064815763993, -0.5710786195119407] User Vector: [1.852164078283708, -0.2124266094516184] Predicted: 3.3148256035929795 Movie Vector: [1.8835818288238435, 0.11497629783017091] User Vector: [1.8121455963430801, -0.48933357712814296] Predicted: 3.357062753352785 Movie Vector: [1.522393757037036, 0.09649600516021498] User Vector: [2.0737319960373295, -0.8290190326702687] Predicted: 3.0770396196807153 Movie Vector: [1.7277171611335627, 1.2512082104867843] User Vector: [1.6761224485061343, -0.6203790169897009] Predicted: 2.11964219877402 Movie Vector: [1.1309695148974919, 0.4268865219662813] User Vector: [1.3873890927660506, -0.7084902059835503] Predicted: 1.2666498493401994 Movie Vector: [1.805795493916576, 0.41969456409673456] User Vector: [1.8351868590514604, -0.12087058778506886] Predicted: 3.263243431917471 Movie Vector: [2.2006013314977433, -0.7124085831335704] User Vector: [1.9451990362563703, -0.17303006258858566] Predicted: 4.403875690942143 Movie Vector: [1.806863039987935, -0.9308288973697112] User Vector: [1.7007696929721048, -0.6196241965583472] Predicted: 3.649822005428924 Movie Vector: [1.6242361758500643, -0.9027274912412254] User Vector: [1.5501630286266617, 0.006328893203023234] Predicted: 2.5121176036772237 Movie Vector: [1.8758600663403104, -0.6639314068316274] User Vector: [1.5154091386400306, 0.12623398350183015] Predicted: 2.75888478108567 Movie Vector: [1.3531311615499462, -0.5039155102603412] User Vector: [2.044065399430368, -0.1410996429178598] Predicted: 2.836990886773774 Movie Vector: [1.7950862754282033, -1.1701588033989148] User Vector: [1.910255732830938, -0.08023383548018428] Predicted: 3.5229601774804595 Movie Vector: [2.082024340169522, -0.5776883545746979] User Vector: [1.4795710777708573, 0.21305468275704498] Predicted: 2.957423787813426 Movie Vector: [2.079079564318116, -0.3081340635075126] User Vector: [0.9276093646962954, 0.12079695023060918] Predicted: 1.8913520186763058 Movie Vector: [1.6805945130344964, -0.8848267638136932] User Vector: [1.9328675080956677, 0.3797246851085596] Predicted: 2.9123759642634583 Movie Vector: [1.6791601333034667, -0.5518262961555588] User Vector: [1.9234112833164767, 0.39763930235233574] Predicted: 3.010287723468117 Movie Vector: [1.647468909956226, -0.24474917693356615] User Vector: [1.5852335282230916, -0.6358624024173699] Predicted: 2.7672497524024102 Movie Vector: [2.0944411649869408, -1.2729083693865129] User Vector: [1.8657336008276635, -0.54211247203881] Predicted: 4.597728759279784 Movie Vector: [1.421451548994515, 0.3395471059847278] User Vector: [1.726187077703524, -0.6784631703156703] Predicted: 2.2233210894580804 Movie Vector: [1.9226919025971851, -0.2883216381457354] User Vector: [1.9869279078840658, -0.4367541327242489] Predicted: 3.9461758665470343 Movie Vector: [1.457878252194275, 0.5115891480779866] User Vector: [1.0757013099203594, -0.03919534996681517] Predicted: 1.5481896298916442 Movie Vector: [1.9918932716501934, -0.07258873556595401] User Vector: [2.135701730506488, -0.5395100714930781] Predicted: 4.293252261162328 Movie Vector: [1.755995666494043, 0.7060359566542925] User Vector: [1.630172484098039, -0.05889661346171098] Predicted: 2.8209926908848484 Movie Vector: [2.0001963913878775, -0.24848598269639474] User Vector: [1.8216778590666922, -0.2832506897156285] Predicted: 3.714097305959812 Movie Vector: [2.0743048784505485, -0.1651085199083686] User Vector: [1.8927371785747533, 0.03174300997420412] Predicted: 3.9208729217480602 Movie Vector: [0.1759999972213325, -1.4210570575070924] User Vector: [1.7866720489470602, -0.6118193874026487] Predicted: 1.1838845340383148 Movie Vector: [1.4622611063794442, 0.11461747544694796] User Vector: [2.0507350572671106, -0.7219529831347489] Predicted: 2.91596168541222 Movie Vector: [2.393245909441408, 0.33287949168797687] User Vector: [2.132742925304632, -0.321159982077614] Predicted: 4.997270710290896 Movie Vector: [2.26810447312801, -0.7074577850527461] User Vector: [2.334699529009737, 0.4619595675629755] Predicted: 4.968525552704815 Movie Vector: [2.2806715249858094, -0.5883116117095716] User Vector: [2.2040259032925804, -0.5727090178637599] Predicted: 5.36359048331055 Movie Vector: [2.3550339579077963, -0.14143035849082944] User Vector: [1.8631194371399193, -0.7901077628159086] Predicted: 4.499454766244011 Movie Vector: [1.975283563510699, -0.3427825967771021] User Vector: [1.9936697092704863, -1.0423759113415605] Predicted: 4.295371329498703 Movie Vector: [2.2907918777291396, 0.18125473842661913] User Vector: [1.3738981005727757, 0.06924812936703578] Predicted: 3.159866161194562 Movie Vector: [1.6952003090784986, -0.3304164243710315] User Vector: [1.9161654831733106, -0.7932934159492029] Predicted: 3.510401493295964 Movie Vector: [1.6565108554622885, -0.1062995377635901] User Vector: [1.945491820883593, -0.026529828088682143] Predicted: 3.2255484289695406 Movie Vector: [1.7260165114720258, 0.3861104363675961] User Vector: [1.851003583365491, -0.11774153105334423] Predicted: 3.1494015137491282 Movie Vector: [2.291136169642908, 0.06313865525401083] User Vector: [1.2743157693689973, -0.40153425222826433] Predicted: 2.8942786180235225 Movie Vector: [2.168613897070726, -1.1921596648377761] User Vector: [2.44665174037973, -0.1716824832561928] Predicted: 5.5105158971769805
avg loss: 9.1368189885195: 76%|████████████████████████████████████▍ | 53185/70000 [01:26<00:26, 646.28it/s]
Movie Vector: [2.2089714824174043, -0.4308444970384247] User Vector: [1.4743758794970936, -1.1223396373475414] Predicted: 3.740408128732448 Movie Vector: [1.2383564680708061, -0.7979462458466509] User Vector: [1.7207557899780146, -0.5306304379008786] Predicted: 2.5543236283445347 Movie Vector: [2.549303781007042, -0.289660976915657] User Vector: [1.845111226396624, 0.07512603371242321] Predicted: 4.681987945514514 Movie Vector: [1.4317876181498375, -0.4817473983737678] User Vector: [1.1670288178074186, -0.5790476861988962] Predicted: 1.9498921277213728 Movie Vector: [2.128215058657566, -1.282721800939676] User Vector: [1.6341394876394064, -0.4748184362178066] Predicted: 4.086860225165809 Movie Vector: [2.0873882008946176, -0.4029337024594426] User Vector: [1.830377405057221, -0.13618580947655332] Predicted: 3.875582050935375 Movie Vector: [1.7555184820522827, -0.6838534696639085] User Vector: [1.943219214646247, 0.21059049064518987] Predicted: 3.2673442082846704 Movie Vector: [2.0886944605674302, -1.5374133214914687] User Vector: [0.30608335696346445, -0.755040298014272] Predicted: 1.8001236245915018 Movie Vector: [2.069100060172031, 0.2513742399495244] User Vector: [2.0800961315888506, 0.1572707702747891] Predicted: 4.343460851378201 Movie Vector: [1.9860518220430043, -0.6124636500002332] User Vector: [2.259330496244669, -0.6556562012682273] Predicted: 4.888713038838076 Movie Vector: [0.2199586186933833, -1.8016213722437382] User Vector: [1.848038413947307, -0.740607513868475] Predicted: 1.7407863022539058 Movie Vector: [1.6436061476002548, 0.04268102671236414] User Vector: [1.8919600284381852, -0.24445144945013567] Predicted: 3.099203694911097 Movie Vector: [1.944760551247813, -0.27303038742618035] User Vector: [2.5967632366008013, -0.9757379247454401] Predicted: 5.316488807091495 Movie Vector: [1.8478629573457654, -0.689580270599865] User Vector: [1.9585849739532724, -0.24272133844794025] Predicted: 3.786572468429565 Movie Vector: [2.1475985188242723, -1.0714777350727067] User Vector: [1.9136326900132477, -0.3869061680490579] Predicted: 4.524276075273023 Movie Vector: [2.090846391714605, 0.09014341997665717] User Vector: [1.0635808287893038, -0.33377551852698634] Predicted: 2.1936964714264406 Movie Vector: [1.8557405978610844, -0.7475884386680415] User Vector: [0.8674896187018806, -0.6873884128832263] Predicted: 2.123719333993986 Movie Vector: [0.23243804793487804, 0.29752473782170197] User Vector: [1.371518885895783, 0.1838522705980613] Predicted: 0.3734937711510473 Movie Vector: [1.6025176003556298, -0.6749989270095454] User Vector: [1.7416098106576963, 1.1385871788480408] Predicted: 2.022415250501741 Movie Vector: [2.2723265318953367, -1.1623549546462244] User Vector: [2.2992440808933385, -0.09064755759921392] Predicted: 5.329997966019266 Movie Vector: [1.997294612906737, -0.2830838405270463] User Vector: [1.6443176067565024, -0.05320926160844578] Predicted: 3.299249380010188 Movie Vector: [1.469539591348716, -0.25568772148957963] User Vector: [1.2257173238242118, -0.2920685333650601] Predicted: 1.8759184729765894 Movie Vector: [1.5362266323081166, 1.09663327296565] User Vector: [1.9863575971578487, 0.3446922255007079] Predicted: 3.4294964054580994 Movie Vector: [1.631160100788861, -0.8947031952581175] User Vector: [1.7401041501845078, -0.495119576979708] Predicted: 3.2813735285566694 Movie Vector: [1.4259144097764198, -0.7966270453789749] User Vector: [1.7423183744172988, -0.23666398574000205] Predicted: 2.6729298082075235 Movie Vector: [2.176581978649903, -0.2360828298811714] User Vector: [1.9864967024457743, -0.5894434479533077] Predicted: 4.462930400438663 Movie Vector: [0.7808116509283476, 0.036297525177132625] User Vector: [1.5257599610326, -0.7210138061248894] Predicted: 1.1651601373133573 Movie Vector: [1.3605385396376217, -0.6117465784771133] User Vector: [1.6344566699850767, -0.28097753757005967] Predicted: 2.395628338119875 Movie Vector: [2.0519998182874013, 0.892528537211285] User Vector: [1.9166651616091626, -0.7695797278929852] Predicted: 3.246124694536009 Movie Vector: [1.5842141719989016, -0.23325109937003466] User Vector: [1.8343626211035948, -0.8508569559757547] Predicted: 3.104486581325352 Movie Vector: [1.7269256121186372, 0.0056803643285618065] User Vector: [1.7894401073087722, -0.28771379257940943] Predicted: 3.088595633499638 Movie Vector: [2.1707985650063053, 0.46513834437943335] User Vector: [2.08427130259924, -0.5825414825752688] Predicted: 4.253570772028851 Movie Vector: [1.8752774841624866, -0.522542991115226] User Vector: [1.7286479527567198, -0.1887091670079726] Predicted: 3.3403032364274634 Movie Vector: [2.2305481284020128, -0.1066263191473607] User Vector: [1.709871360158119, -1.5882349761400425] Predicted: 3.983298011655805 Movie Vector: [2.1234570167097457, -0.07225236155780393] User Vector: [1.9618150691118066, -0.6087802550811465] Predicted: 4.209815785091756 Movie Vector: [0.9486374872874577, -0.366942850064383] User Vector: [1.8742865386724263, -0.4972749308187235] Predicted: 1.9604899528831081 Movie Vector: [1.6100992981190465, -0.5850746873601311] User Vector: [1.9969048080640717, -0.480773795536684] Predicted: 3.49650360798908 Movie Vector: [1.7014725453448654, 0.4265655680226517] User Vector: [1.347772797098575, -0.18492149097980692] Predicted: 2.2143172707864838 Movie Vector: [2.2663782049510868, -0.4291431756783798] User Vector: [1.866952888651968, -0.19767305754427936] Predicted: 4.3160513801719 Movie Vector: [2.1254187792227355, -0.002059081937905689] User Vector: [2.07089549574354, -0.5091945543629824] Predicted: 4.402568649770866 Movie Vector: [0.966404562548347, -1.483972318798678] User Vector: [2.1343531636547732, -0.22937540409991333] Predicted: 2.403035385743004 Movie Vector: [1.688730336572576, -0.6141958990997822] User Vector: [1.4717922468766507, 0.09884167595625362] Predicted: 2.424752064400434 Movie Vector: [1.9826456201799203, -0.4485602186379436] User Vector: [1.7683822306045855, -0.5916350958256097] Predicted: 3.7714592522495956 Movie Vector: [1.7491240267761519, 0.4200275350451056] User Vector: [1.9292270745910776, -0.25362366143324555] Predicted: 3.2679285079334006 Movie Vector: [2.1225974737325686, -0.8164288801489924] User Vector: [1.5843497529909158, -0.5416481311290581] Predicted: 3.805153960339829 Movie Vector: [2.2451939948956525, 0.24046427645173676] User Vector: [1.3399216663942954, -0.8029146162195527] Predicted: 2.8153117967772894 Movie Vector: [1.9551695897109027, -0.8670059054940925] User Vector: [1.9449691486648297, -0.41961310955857545] Predicted: 4.1665515764054035 Movie Vector: [1.3255164541730966, -0.17234047327157923] User Vector: [1.726182853712085, -1.111388773090755] Predicted: 2.4796210426500203 Movie Vector: [0.5402026006239736, -0.7409354895166946] User Vector: [1.5483211062873414, -0.33850117413000497] Predicted: 1.0872146213734009 Movie Vector: [2.1987592361317847, 0.2013335235893192] User Vector: [1.7872327117630886, -3.9098829471270746e-05] Predicted: 3.9296865602008415 Movie Vector: [2.3079240297350685, -0.02870937619728607] User Vector: [1.5975206256971966, -0.2586285253967562] Predicted: 3.694381303674927 Movie Vector: [1.8841079786800363, -1.3378352848065291] User Vector: [1.9171946613218387, -0.11911477757014557] Predicted: 3.771557710454468 Movie Vector: [1.7238790688614498, -0.06023922528165082] User Vector: [2.394037514376062, -0.9472766921043531] Predicted: 4.184094375161717 Movie Vector: [1.9057799404330358, -0.012265273862896147] User Vector: [1.8874864340373023, 0.1217805294042107] Predicted: 3.595640112283462 Movie Vector: [0.914014276524588, -0.2862592221134787] User Vector: [1.7214769302065271, -0.24836164191691917] Predicted: 1.6445503013344511 Movie Vector: [2.0220935835310305, -0.08287893529062192] User Vector: [1.4033452975643117, 0.5463370353930057] Predicted: 2.7924156898800323 Movie Vector: [2.235700381891083, -0.3307181071187185] User Vector: [1.610023037636494, -0.538208127749104] Predicted: 3.777524293342444 Movie Vector: [1.8834618075930143, -0.5118274225792382] User Vector: [0.9420288943042959, 1.0180797609486127] Predicted: 1.2531943040448024 Movie Vector: [2.2380822824307707, 0.1409643384779194] User Vector: [1.888476434665559, -0.4413733084106956] Predicted: 4.164347752771094 Movie Vector: [2.4397009964149357, -0.3358927233319223] User Vector: [1.7485264059907943, -0.835447842353411] Predicted: 4.546502465923433 Movie Vector: [-0.00981969021781929, -1.64944878682722] User Vector: [2.059486124368836, -0.28037534429875527] Predicted: 0.44224125576064677 Movie Vector: [2.221915731947191, -0.38820754073491814] User Vector: [1.695245650770375, -0.008462067024420383] Predicted: 3.7699780191908343 Movie Vector: [1.9489121303766312, -0.790705812225337] User Vector: [1.8727752843446042, -0.15674543666049334] Predicted: 3.7738139969359943 Movie Vector: [1.9327355208859252, -0.4673786568163891] User Vector: [1.6538381446974606, -0.606569484030535] Predicted: 3.47992935876486 Movie Vector: [2.4108545183681995, -0.015305006652649467] User Vector: [1.5897812400680107, -0.04151601204444908] Predicted: 3.8333666886754947 Movie Vector: [2.351235335619274, -0.013748093885847214] User Vector: [1.3647108282232934, -0.5468642561140387] Predicted: 3.2162746633567227 Movie Vector: [2.2072079275451646, 0.8415984074564777] User Vector: [2.0028435751182236, -0.7350977014791265] Predicted: 3.802035161744092 Movie Vector: [1.1961087892478799, -1.3750087371704907] User Vector: [2.170324211401989, -0.18236830221341555] Predicted: 2.846701873701788 Movie Vector: [1.9819432907344385, -0.9059756350830026] User Vector: [1.866641717511723, -0.48600706263209503] Predicted: 4.139888585450305 Movie Vector: [0.20238446943719274, -1.093184899759736] User Vector: [2.0488555009763894, -0.23727297343949977] Predicted: 0.6740397652037343 Movie Vector: [2.2087763122633763, 0.0365565767417495] User Vector: [1.962225311088781, -0.5257788826556498] Predicted: 4.3148961103835415 Movie Vector: [1.8126789732125546, 0.41167235569390825] User Vector: [1.6960662161404298, -0.45945736840571294] Predicted: 2.8852776699814333 Movie Vector: [1.6237024620114675, -1.2997286123090384] User Vector: [2.0523126279992394, -0.44560693084185454] Predicted: 3.911513144757963 Movie Vector: [1.7764626394373606, -0.08230330058718767] User Vector: [1.5986707397744178, 0.8470531193101493] Predicted: 2.770263574479042 Movie Vector: [1.5919679884465068, -0.5612245041482667] User Vector: [2.153466680318844, 1.3249018466476836] Predicted: 2.6846826373237973 Movie Vector: [1.563097385194442, 0.10565586967047685] User Vector: [1.8010556832103897, -0.7279555539095173] Predicted: 2.7383126518859857 Movie Vector: [1.6392666611934918, 0.019774543352042262] User Vector: [1.9818328173022943, -0.42088086968372296] Predicted: 3.2404297384592176 Movie Vector: [1.5364018487714715, 0.2274561962947031] User Vector: [1.8997883004351632, -0.25180627822631485] Predicted: 2.861563358814513 Movie Vector: [1.0368773569369814, 0.011255249801241513] User Vector: [1.8818966949998661, -0.6842394068515419] Predicted: 1.9435947856919342 Movie Vector: [1.8267651953516653, 0.7872719535087834] User Vector: [1.5251241028935558, -0.5754435512158153] Predicted: 2.3330130610581734 Movie Vector: [1.6560455166619823, -0.0008745996257258346] User Vector: [1.5115794733529484, 0.12052069304949956] Predicted: 2.5031390025713973 Movie Vector: [1.990834690279969, -0.017479981356822428] User Vector: [1.266175994985382, 0.22782061636338283] Predicted: 2.5167647946899225 Movie Vector: [2.3238386982675787, -0.43522709534818727] User Vector: [1.784775727338065, 0.11824498713178073] Predicted: 4.096067480628012 Movie Vector: [0.20334059912316457, 1.1688647863577066] User Vector: [2.0548318770517624, -0.42101063800348715] Predicted: -0.07427376446718553 Movie Vector: [1.40401805897912, -0.30957038802893905] User Vector: [1.5752758031157341, -0.5307429804027244] Predicted: 2.3760179858342343 Movie Vector: [1.1075887947089522, -0.7373243808462059] User Vector: [1.841690119445128, -0.6336066329494101] Predicted: 2.5070089579630883 Movie Vector: [2.2975344171020184, 0.3472922466429368] User Vector: [1.7922746414772999, -0.6349447554895341] Predicted: 3.8973012830651665 Movie Vector: [1.8488055819789797, -0.5196531658027905] User Vector: [1.786994733927212, -0.4388068518662624] Predicted: 3.531833208799931 Movie Vector: [1.7318429314669217, 0.027171202902312147] User Vector: [1.8591365170317675, -0.16141903615945416] Predicted: 3.2153464862697145 Movie Vector: [1.3404003051805413, -0.4014511951230744] User Vector: [1.7092237675989483, -0.4799983701700868] Predicted: 2.4837399790733743 Movie Vector: [2.5279809894945053, -0.18714152567965733] User Vector: [2.063267664954581, -0.6274438034331593] Predicted: 5.333322223896627 Movie Vector: [2.188564757244325, -1.0797604585071485] User Vector: [2.0500901270845167, -0.3864771333533767] Predicted: 4.904057728023883 Movie Vector: [2.0976361320184327, -0.4036961806192476] User Vector: [1.856504138635422, 0.38485365111502284] Predicted: 3.7389062113909115 Movie Vector: [0.7756643605435576, -1.9484359746075999] User Vector: [1.812031998063377, -0.33162519684355374] Predicted: 2.051679104678601 Movie Vector: [1.704046271046925, -0.05239175129843142] User Vector: [0.39372703783967644, -0.4576101028208996] Predicted: 0.6949040853396944 Movie Vector: [2.000832253058011, -0.45464479136173513] User Vector: [1.7011745705029628, -0.699945462668036] Predicted: 3.7219915075837395 Movie Vector: [2.03422871167146, -0.6688089194236229] User Vector: [1.945643839579587, -0.12317681028141983] Predicted: 4.0402663105418615 Movie Vector: [1.4988868510754663, -1.6143324501755485] User Vector: [1.9861582204780608, -0.26296715678177424] Predicted: 3.401542855353231 Movie Vector: [1.794026608514423, -0.5567380612653677] User Vector: [1.8846551021028561, -0.48324974722868175] Predicted: 3.650164928424066 Movie Vector: [1.6642917648485431, -0.16799872982302042] User Vector: [2.1072247826666186, 0.08217976311807937] Predicted: 3.4932307566558203 Movie Vector: [1.7432105244450293, 0.49134867545923455] User Vector: [2.0265241000050054, -0.3064420522706949] Predicted: 3.3820882426820007 Movie Vector: [2.1974158209489985, -1.0814290357479819] User Vector: [1.8451330405020576, -0.4147736114997873] Predicted: 4.503072761692874 Movie Vector: [1.1908346573081072, -0.20900966924267914] User Vector: [2.1894449626902683, -0.896754995305295] Predicted: 2.794697406800707 Movie Vector: [2.3383816778171336, -0.24276805675043572] User Vector: [1.3832280540651152, 1.2630624723438242] Predicted: 2.9278839159032013 Movie Vector: [2.156957235719698, 0.6049172347324197] User Vector: [1.9862780011512187, -0.7393012428298383] Predicted: 3.8371006432871133 Movie Vector: [2.3606730880080375, 0.5231384446293053] User Vector: [1.4192399013145183, -0.14748693005894503] Predicted: 3.273205357266179 Movie Vector: [2.2126363203693207, 0.06960617374015365] User Vector: [1.696917337221288, -0.31655828199054986] Predicted: 3.7326265222250976 Movie Vector: [1.7739375022017814, -0.13759486024371753] User Vector: [1.9303155026860481, -0.41311505554449784] Predicted: 3.481101569628485 Movie Vector: [2.160348608462695, -0.4354419025990031] User Vector: [1.903647605900129, -0.5651549213472417] Predicted: 4.358634590624318 Movie Vector: [2.384302189240121, 0.4832031321245648] User Vector: [1.8548602953674567, -0.37733488148812844] Predicted: 4.240218066384289 Movie Vector: [1.9999024725613381, -0.3859863946952722] User Vector: [1.3207319272007059, -1.5402900522938663] Predicted: 3.2358660508692947 Movie Vector: [1.7635716349268236, -0.2321444149272821] User Vector: [1.6793289860438154, -0.6887213499069107] Predicted: 3.1214997803193643 Movie Vector: [2.036418601156709, 0.7109980600818243] User Vector: [2.248198738691954, -0.07959451434118094] Predicted: 4.521682185279613 Movie Vector: [2.2060477469554303, -0.29919272826797405] User Vector: [1.965998385034868, -0.5777224031826298] Predicted: 4.509936649813927 Movie Vector: [1.9363017848049802, -0.6882600532563923] User Vector: [1.7709384943092508, -0.9345535241499718] Predicted: 4.072287225613255 Movie Vector: [1.5162707781502809, 0.20153770053671516] User Vector: [1.3150416181558058, -0.5959674903295551] Predicted: 1.8738492600654526 Movie Vector: [1.7922984024451853, -0.22508178342593255] User Vector: [1.5300512342359842, -0.4120821674750591] Predicted: 2.8350605719537487 Movie Vector: [2.337953478746377, -0.00842581415566724] User Vector: [1.7071355025021928, -0.007477443396523306] Predicted: 3.991266390314865 Movie Vector: [1.4081121467330662, -0.29800239449018256] User Vector: [1.8121066651686557, 1.108893089284291] Predicted: 2.2211966105595993 Movie Vector: [2.33024256665201, -0.4340348526920942] User Vector: [2.1667105325006815, -0.5630833152180188] Predicted: 5.29335889622036 Movie Vector: [1.7181371364314406, 0.0829722599150384] User Vector: [1.512732031408463, 0.02713251198448361] Predicted: 2.6013323264687767 Movie Vector: [1.572899328333944, -0.4573134223640249] User Vector: [1.9243216834381083, -0.0019791934120482885] Predicted: 3.027669395091029 Movie Vector: [2.0651934272142856, -0.7968039239439771] User Vector: [1.6631658620925702, -1.0827372919030533] Predicted: 4.297488529549585 Movie Vector: [2.2183800375315137, -0.35234475888500233] User Vector: [1.039726641729184, -0.4230791942327113] Predicted: 2.4555785631828875 Movie Vector: [0.9916842636353708, -0.4078088281603374] User Vector: [1.5705101128778947, -0.3689353527901421] Predicted: 1.7079052587094865 Movie Vector:
avg loss: 9.122374252387061: 76%|██████████████████████████████████▉ | 53251/70000 [01:26<00:29, 577.53it/s]
[1.429582324512561, -0.3382943994553993] User Vector: [2.088269970152799, -1.0767265724422181] Predicted: 3.349604407342825 Movie Vector: [1.6372714669517194, -0.6036898762964403] User Vector: [1.5155069856720487, 0.08294250442076452] Predicted: 2.4312247953733657 Movie Vector: [1.737417138240675, -0.34789421160324085] User Vector: [1.7288123166381704, -0.5722973318267445] Predicted: 3.202767076787225 Movie Vector: [2.0465767049786274, -0.6609412612851929] User Vector: [1.9739037489674942, -0.08804618618229688] Predicted: 4.097938787853533 Movie Vector: [1.4368558871492403, 0.9519975025872676] User Vector: [1.5537254922272536, -0.8921220611557076] Predicted: 1.3831816462973416 Movie Vector: [2.478574021727816, -0.2998590804576469] User Vector: [1.3998507233217012, 1.5571780092978047] Predicted: 3.0026996711451526 Movie Vector: [1.679133303927028, -0.6249109812188214] User Vector: [1.448460919875578, 0.3152548945112328] Predicted: 2.2351527245368112 Movie Vector: [1.7609139966752676, -0.011115561546853718] User Vector: [1.903913116362588, -0.15057543226458456] Predicted: 3.3543009855412897 Movie Vector: [1.7410892490249903, -0.7079189330717762] User Vector: [2.53775190210215, -0.745822368441653] Predicted: 4.946434328771053 Movie Vector: [2.1554932319646403, -0.44638032160052643] User Vector: [1.391881343799784, -0.5857542079532693] Predicted: 3.2616599679833245 Movie Vector: [2.0198197999302314, 0.14280462283839487] User Vector: [2.0631516475592604, -0.2539416242339573] Predicted: 4.130930510127173 Movie Vector: [1.551760920164473, 0.08116080940367197] User Vector: [1.3665010607468975, -0.5804982142236422] Predicted: 2.073369238506557 Movie Vector: [2.5035564101229033, -0.5418960836568761] User Vector: [1.771544986990336, -0.029693883232632376] Predicted: 4.451253807033079 Movie Vector: [1.8556569985087241, 0.5167098196106762] User Vector: [1.4596151341807662, -0.7900952325971542] Predicted: 2.3002950737612586 Movie Vector: [1.0008175101583523, -0.8593293469366405] User Vector: [2.058778062611286, -0.4507823312325641] Predicted: 2.4478316208999193 Movie Vector: [2.1910649095474692, -1.1248698033251776] User Vector: [1.9128269015645358, -0.6961417253407313] Predicted: 4.974196707726944 Movie Vector: [1.5308225480148496, -0.8661537048845787] User Vector: [2.2379743562947083, 0.28979141271938397] Predicted: 3.174937700724328 Movie Vector: [1.8864531035503154, -0.528897731613558] User Vector: [2.2537961417640475, -0.2212996835693401] Predicted: 4.368725627047136 Movie Vector: [1.6939641039060243, 0.36028167875733014] User Vector: [2.092112814123397, -0.20670825700648357] Predicted: 3.469490810599553 Movie Vector: [1.9360111443344947, 0.10081881260548486] User Vector: [2.208781057362817, -0.18189460810150146] Predicted: 4.257886344041209 Movie Vector: [1.924425194304623, -0.05664020055499169] User Vector: [1.5149175248435782, -0.4567185822398913] Predicted: 2.9412140841978407 Movie Vector: [1.2354386574896181, -1.5608979103862206] User Vector: [2.059539041467476, -0.39113889357443843] Predicted: 3.1549620300891528 Movie Vector: [2.3878631468213993, -0.5399568824079632] User Vector: [1.7534862696627949, -0.33019781836532924] Predicted: 4.365377826367572 Movie Vector: [1.6413337082443116, -0.838490365859157] User Vector: [2.155916057709589, -0.4235892431297406] Predicted: 3.8937531971097967 Movie Vector: [2.2353518145390887, 0.2534236933496507] User Vector: [1.9331387248432201, -0.574548162756331] Predicted: 4.175641038921107 Movie Vector: [0.14649244464683375, -1.570708425778839] User Vector: [1.0397375916429739, -0.051815503925180556] Predicted: 0.23370075019224817 Movie Vector: [1.8756570991384933, 0.14146963488785655] User Vector: [1.4964475062269749, -0.1303772902055343] Predicted: 2.788377960899675 Movie Vector: [1.4300900952635494, -0.3184229960364869] User Vector: [1.6137855429907726, -0.696680779329879] Predicted: 2.529697901945867 Movie Vector: [2.157643838678216, -0.12071466646549689] User Vector: [1.99291519323081, -0.3782582968227608] Predicted: 4.34566251182143 Movie Vector: [1.8866044463635538, -0.5013727557873707] User Vector: [1.6201762701000177, 0.08915329170180311] Predicted: 3.0119327235153635 Movie Vector: [1.985884260484676, -0.36963779876302055] User Vector: [1.514027866924992, 0.07385452137786266] Predicted: 2.9793846881507196 Movie Vector: [1.5174624078705627, -1.027031431858494] User Vector: [1.3661002312238826, -1.4827152446296714] Predicted: 3.5958009069959544 Movie Vector: [1.6764134611381991, 0.010796412354123167] User Vector: [1.8332844837763718, -0.4814149093841125] Predicted: 3.0681452328233703 Movie Vector: [2.2200725823086347, 0.2579648339794038] User Vector: [2.0709256760005035, -0.06810289770540717] Predicted: 4.580037160587601 Movie Vector: [2.0531510126855914, 1.0211072411098334] User Vector: [2.0253407931442085, -0.3360986755978763] Predicted: 3.815137709097054 Movie Vector: [1.8330850750766217, -0.298773450455431] User Vector: [2.1345571126261866, -0.1870829537140865] Predicted: 3.9687202046562615 Movie Vector: [1.1480420270987233, -1.0613905720513277] User Vector: [0.647159094512059, -1.1492383104850294] Predicted: 1.9627565465080052 Movie Vector: [1.4700164206839903, 0.11188724841080608] User Vector: [1.1714454232310358, -0.008378567784785206] Predicted: 1.7211065531896663 Movie Vector: [2.1663497462999874, -0.7275916691003005] User Vector: [1.5875688167646267, -0.2568158015567081] Predicted: 3.626086341137797 Movie Vector: [2.0986674527263527, -0.4948989224100442] User Vector: [1.9795073618310064, -0.405970278039382] Predicted: 4.355241925839137 Movie Vector: [2.1194486084790474, -0.39917445021691284] User Vector: [1.613800292709582, -0.632938849812276] Predicted: 3.6730198021411433 Movie Vector: [2.223982116511222, 0.07675897879102248] User Vector: [0.5312336828398879, -0.437037621979001] Predicted: 1.14790764876794 Movie Vector: [2.2527824509138186, -0.717050217326379] User Vector: [1.5749097316689178, -0.5326984375504332] Predicted: 3.9299005356920897 Movie Vector: [1.4414790218258648, -0.30193235423101367] User Vector: [1.170611493111879, 0.11131980993143446] Predicted: 1.6538008577438794 Movie Vector: [2.1177711165064568, -0.8310325154610613] User Vector: [0.04265747645949197, -0.43821498739597126] Predicted: 0.4545096748373774 Movie Vector: [2.0102332866770567, -0.7272749291779859] User Vector: [1.8072169645336282, -0.023363498237359392] Predicted: 3.6499193848788947 Movie Vector: [2.3016394951910555, -0.4266015051996335] User Vector: [2.0603234590563213, 0.03589111971046981] Predicted: 4.726810640540894 Movie Vector: [1.8844642016809252, -0.5268847154712875] User Vector: [1.693625418681436, -0.9464034993482597] Predicted: 3.6902220110371733 Movie Vector: [2.225050094743172, 0.8350498500655755] User Vector: [1.5591193608179574, -0.0922840383833756] Predicted: 3.392056909088426 Movie Vector: [1.6769144306677803, -0.27602358919695075] User Vector: [2.320350246090503, 0.5098426281836612] Predicted: 3.750300219715839 Movie Vector: [2.063913565406924, -0.33568259225782404] User Vector: [1.7575538040705871, -0.23035545525782633] Predicted: 3.7047654545155058 Movie Vector: [1.6240717538702756, -0.27385066402130565] User Vector: [1.7025775540069494, 0.19236160329233223] Predicted: 2.712429761442422 Movie Vector: [2.065083879376018, -1.1918778990792354] User Vector: [2.0378640365982963, -0.42020496270576374] Predicted: 4.709193178471695 Movie Vector: [1.7227202223021734, -0.26270510562648647] User Vector: [2.1137596173910644, -0.505089391750987] Predicted: 3.7741059999760522 Movie Vector: [2.0663604590574804, -0.16424904964456769] User Vector: [1.3738183144820408, -0.7136125211880955] Predicted: 2.9560140213942923 Movie Vector: [2.089475908010736, -0.21226520113970246] User Vector: [1.0447891589125655, -0.10597897490052732] Predicted: 2.2055574249224463 Movie Vector: [1.250565706477875, -0.6410845874516367] User Vector: [1.9075428099936287, -0.325919481104792] Predicted: 2.59444957790299 Movie Vector: [2.106237195094226, -1.1351191029803447] User Vector: [1.5071488873022543, -1.0391863242831463] Predicted: 4.35401329323061 Movie Vector: [2.149416310854087, -0.28935485880689366] User Vector: [1.8007502980839163, -0.040144170350479125] Predicted: 3.882177973220611 Movie Vector: [2.030143262728905, -0.7640175069413159] User Vector: [1.7080543472937346, -0.007480754846268484] Predicted: 3.473310453200878 Movie Vector: [2.1810935843719825, -0.015748477494313635] User Vector: [1.9280538901901967, -1.1259857744058144] Predicted: 4.222998531844428 Movie Vector: [2.337427661535566, -0.4007868885924683] User Vector: [1.8334551776301728, -0.673849055833237] Predicted: 4.555638714846746 Movie Vector: [2.083228329242247, -0.7763483967048312] User Vector: [1.942232889497087, -0.3366496628241661] Predicted: 4.307472003371122 Movie Vector: [1.3584629168738862, -1.3585960132448427] User Vector: [1.8573627802186434, -0.8243674372443446] Predicted: 3.643140773797844 Movie Vector: [1.5694622322805378, -0.47963632102263837] User Vector: [1.7048435416758756, -0.2879920554706236] Predicted: 2.8138190005773556 Movie Vector: [2.129702061733094, -0.3991905862867789] User Vector: [1.792434159152003, 0.3629915915814444] Predicted: 3.6724478980062782 Movie Vector: [1.815232868580304, 0.3382500678294305] User Vector: [1.9321691051311924, -0.20179521942845677] Predicted: 3.4390796206302032 Movie Vector: [2.303041568240344, 0.262645148605952] User Vector: [1.8415496139376293, 0.38292382214445325] Predicted: 4.341738395047207 Movie Vector: [1.9900903136466765, -1.344419938159993] User Vector: [2.3502454009346843, 0.3714430260291715] Predicted: 4.177825197008665 Movie Vector: [1.9174179561161702, -0.05635832012951662] User Vector: [2.014801477719555, 0.28310640058307607] Predicted: 3.8472611302340924 Movie Vector: [2.025061901078736, -0.004569207785889041] User Vector: [1.6246361537251504, -0.027003058741845033] Predicted: 3.290112160610145 Movie Vector: [1.5843064920439671, 0.09708351554034161] User Vector: [2.039068115834917, 0.2830727479858671] Predicted: 3.2579905511652525 Movie Vector: [2.508577173748666, 0.280078804080529] User Vector: [1.8009625876268749, -0.4991146867023699] Predicted: 4.378062193545482 Movie Vector: [2.0726142062794795, -1.0533744644508378] User Vector: [2.090531807500136, -0.6036016375975863] Predicted: 4.968684474649907 Movie Vector: [1.4261951827970183, -0.7337755952856015] User Vector: [2.3076217467927607, -0.9174968257566023] Predicted: 3.9643557984856765 Movie Vector: [1.6106346077470524, 0.41031855123386174] User Vector: [1.8918656109376035, -0.2547148445602658] Predicted: 2.942590000184898 Movie Vector: [2.018368427040264, -0.012525888952322182] User Vector: [1.8923138913205682, -0.2456643780421503] Predicted: 3.822463777010034 Movie Vector: [1.1517205687165135, 0.00527757691751992] User Vector: [1.3418277598425363, -0.5467304547170755] Predicted: 1.5425252186575311 Movie Vector: [1.0535887276812512, -2.0247850698158665] User Vector: [1.8602782034144374, -0.16648440940503523] Predicted: 2.2970632919890086 Movie Vector: [1.747206386307179, -0.7097167044820175] User Vector: [1.2684290635540185, -0.36781464830379285] Predicted: 2.477251560473596 Movie Vector: [1.7385256841504173, -0.3710162814000244] User Vector: [1.917942517608697, 0.39312684355010524] Predicted: 3.1885358679743447 Movie Vector: [1.6540769796894705, -0.5208531809607723] User Vector: [1.826741964734614, -0.39203968642639114] Predicted: 3.225766949438289 Movie Vector: [0.9710518642583887, -0.23552755829728353] User Vector: [1.647366923336545, -0.2704268836569377] Predicted: 1.6633717056292203 Movie Vector: [1.4601081624905028, -0.5113000179367309] User Vector: [2.1128813353420615, -0.06322779371881294] Predicted: 3.117363656169306 Movie Vector: [1.7216425583515436, -0.3426722740369972] User Vector: [1.9674148133173872, -1.0378197445313022] Predicted: 3.742817124437508 Movie Vector: [2.328621403622469, -0.742702031396096] User Vector: [1.896658403187102, -1.138552094468184] Predicted: 5.2622043064337 Movie Vector: [2.2342535696061385, -0.42777537734642584] User Vector: [2.04047566225596, -0.011363721322152086] Predicted: 4.563801152266471 Movie Vector: [1.5368639473986436, -0.3645179005550088] User Vector: [2.096019112075757, -0.40481805539760524] Predicted: 3.368859634068045 Movie Vector: [1.2380514089740735, -0.2509266022589978] User Vector: [1.98504493564559, 0.049843752806713285] Predicted: 2.4450805559172455 Movie Vector: [2.285659727329336, 0.48747718322060885] User Vector: [1.9050264381208497, -0.762088190114687] Predicted: 3.982741604827678 Movie Vector: [2.176184020820903, -0.7638637895185333] User Vector: [1.4917737717200101, -0.3828988719574494] Predicted: 3.5388568280326047 Movie Vector: [0.5796866080422094, -1.0128810116360318] User Vector: [2.3079080513239654, -0.2138567988353097] Predicted: 1.5544748806948465 Movie Vector: [1.3448645445588534, -0.589774331812148] User Vector: [1.5835450720071749, -0.3742956994272288] Predicted: 2.3504036180832006 Movie Vector: [1.4234268754400436, -0.05160995117363728] User Vector: [1.9309262329640242, -0.526296901227771] Predicted: 2.7756944518683966 Movie Vector: [2.418291005471908, -0.06651076991009788] User Vector: [2.1065187073458245, -0.45049470363882693] Predicted: 5.124137992412157 Movie Vector: [2.034415875580642, -0.7589018031832266] User Vector: [1.8459144770299414, -0.40546323201636053] Predicted: 4.063064494935566 Movie Vector: [2.3090972133717904, 0.12436678161110792] User Vector: [1.8180470500996158, -0.7850478551386817] Predicted: 4.100413502009525 Movie Vector: [0.8599797712324643, -1.3603762617526418] User Vector: [1.3285074252154785, 0.30125014253012894] Predicted: 0.7326759688698501 Movie Vector: [1.9979522153908538, -0.35152308489929585] User Vector: [1.9355462211652175, 0.20830189062962842] Predicted: 3.793905937383959 Movie Vector: [1.7547959786516418, 0.1818618181347459] User Vector: [1.943684313841088, -0.4649920691145557] Predicted: 3.3262051145892064
avg loss: 9.110748305697092: 76%|███████████████████████████████████ | 53368/70000 [01:26<00:30, 542.71it/s]
Movie Vector: [2.0055743394628474, 0.10328042918445819] User Vector: [1.9627378683305847, 0.14716836129075855] Predicted: 3.9516163153323123 Movie Vector: [1.3801084805918427, -0.41260237371136843] User Vector: [1.5638808457096842, -0.7287200451393719] Predicted: 2.458996838194639 Movie Vector: [0.3427719500155637, 0.46724430006948536] User Vector: [1.7122814477439414, -0.3827971970053673] Predicted: 0.4080622424353296 Movie Vector: [1.8267870572994374, -0.2238439918892183] User Vector: [2.1059789755153373, -0.3561194425826553] Predicted: 3.9268903330332114 Movie Vector: [2.1226574052195137, -0.881228755945158] User Vector: [1.3635486186571635, -0.6451698551492272] Predicted: 3.4628888015959385 Movie Vector: [2.075560180861062, -1.0542250590580973] User Vector: [1.4993705769597219, -0.04094205132230671] Predicted: 3.1551960023654937 Movie Vector: [1.5515936353533126, -0.45024747918391583] User Vector: [2.149275556453626, -0.11473765367519687] Predicted: 3.3864626133486304 Movie Vector: [1.1247400693095264, -0.7117820259861785] User Vector: [1.8704004225403301, -0.9237686595731076] Predicted: 2.761236228938061 Movie Vector: [0.8472738078076175, -1.3622690205515149] User Vector: [2.003221755433473, -0.030234401069619225] Predicted: 1.7384647125412505 Movie Vector: [1.647510495673575, -0.11708101175930084] User Vector: [1.5143093733257458, -0.12903007603827568] Predicted: 2.509947558100981 Movie Vector: [1.55201059478708, -0.5748832528767809] User Vector: [2.187012923420718, 0.4743752929798392] Predicted: 3.121556816572593 Movie Vector: [1.919520748326838, -0.8279303469894493] User Vector: [1.981937270883288, -0.5907424037628591] Predicted: 4.293463276671505 Movie Vector: [1.5739132583459865, -0.5323947043526726] User Vector: [1.714030416588276, -0.18850372771089197] Predicted: 2.798093584260599 Movie Vector: [2.4731449901861846, -0.31689923649459695] User Vector: [1.9251421110532856, -0.5988110727079214] Predicted: 4.95091833909354 Movie Vector: [2.252454380729318, 0.05515928408083924] User Vector: [2.074995862539083, -0.29277959671279497] Predicted: 4.657684007623213 Movie Vector: [2.190079126393272, -0.09279664025040624] User Vector: [1.4582340022984557, -0.23175474959405734] Predicted: 3.215153911955169 Movie Vector: [2.3826942894259364, 0.09258695132694661] User Vector: [1.6467194699066694, -1.271472110449367] Predicted: 3.8059073508293806 Movie Vector: [1.7504432289423857, -1.053945512846354] User Vector: [1.8057746820922556, -0.11911487366419055] Predicted: 3.286446651875612 Movie Vector: [1.9159379206479878, -0.43724969822190507] User Vector: [2.1124965233052526, -0.5130405164019154] Predicted: 4.271739007209916 Movie Vector: [2.0458263085538384, -0.3370703993210001] User Vector: [1.302366868869753, -0.1614335325769408] Predicted: 2.7188308690121366 Movie Vector: [1.8689942877508674, -0.5258764780521783] User Vector: [1.808260443179662, 0.5102001778272024] Predicted: 3.111326166451276 Movie Vector: [2.1185191411354083, 0.08750114000234382] User Vector: [1.6183793484214066, -0.26339597934377174] Predicted: 3.405520178784386 Movie Vector: [1.8030499478350686, -0.8274167747019143] User Vector: [2.045164682357941, 0.3427069525590304] Predicted: 3.4039725924852955 Movie Vector: [2.0855091892829245, 0.030519741270769975] User Vector: [1.9367067696897833, -0.21088109226640375] Predicted: 4.032583728759623 Movie Vector: [2.342245607492852, 0.3193157795021316] User Vector: [1.9336488547310648, -0.21092584238011589] Predicted: 4.461728586650671 Movie Vector: [1.8380540088335473, 0.3460450788480284] User Vector: [1.9179948382486876, -0.7011639765659061] Predicted: 3.2827437578089054 Movie Vector: [2.132038119389816, -0.303013462321184] User Vector: [2.03264595269745, 0.09107253561793323] Predicted: 4.306082450034433 Movie Vector: [1.7070070184050703, 0.005388556700199276] User Vector: [1.8500957343209756, -0.17485513280685927] Predicted: 3.1571841864097374 Movie Vector: [2.2592096145283693, 0.2566778030962379] User Vector: [2.114882073682652, -0.16747226780065674] Predicted: 4.734975500678925 Movie Vector: [2.333480284143283, -0.17963504005040284] User Vector: [2.0832571610072477, -0.780298868450989] Predicted: 5.001408530496199 Movie Vector: [1.4775695212611692, 0.07170856039654236] User Vector: [2.2196261746744574, -0.20094830974187838] Predicted: 3.26524227028679 Movie Vector: [1.7851239730766848, -0.020413646789307488] User Vector: [1.7493591574960252, -0.12406573534259988] Predicted: 3.1253556036673262 Movie Vector: [1.5020727894780486, -0.3577984537649944] User Vector: [1.7438957424215844, -0.44461557653448774] Predicted: 2.778541108181953 Movie Vector: [1.349187686516854, -0.9037800328444904] User Vector: [1.454235715587315, -0.6028866456247995] Predicted: 2.506913833147717 Movie Vector: [2.248072222437394, -0.8886764591555929] User Vector: [1.4834398667457966, -0.8359923260277199] Predicted: 4.077806658263016 Movie Vector: [2.1892622215341886, 0.2622167637206859] User Vector: [2.163262575389504, 0.2906831660487488] Predicted: 4.812171030628382 Movie Vector: [2.368007347647329, -0.3539882162853273] User Vector: [1.541904787828597, 0.4066200492983445] Predicted: 3.507303160993741 Movie Vector: [2.2788306892317984, -0.12549472683294322] User Vector: [1.9055997091075132, -0.6048253958290736] Predicted: 4.418441496336586 Movie Vector: [2.4145116085226968, 0.5054501615629946] User Vector: [2.17087483919827, -0.08353593274826394] Predicted: 5.19937924919014 Movie Vector: [1.2386356534508705, -0.6294837871513772] User Vector: [1.7633052088941341, -0.24838886896336493] Predicted: 2.3404494655732155 Movie Vector: [1.7705745302016274, -1.3229493852982352] User Vector: [1.5076347933283818, -0.5929305014876127] Predicted: 3.4537968083806385 Movie Vector: [2.1023175013780326, 0.006699248838923192] User Vector: [2.0537490546746757, -0.49593811981894576] Predicted: 4.314310168207786 Movie Vector: [1.2876207104216217, -0.24968193521706533] User Vector: [1.6240075926484558, -0.42388146645721175] Predicted: 2.1969413550237964 Movie Vector: [2.231833249720747, -0.10782001984003071] User Vector: [1.7235393492825575, -0.31572079397691194] Predicted: 3.880693449201373 Movie Vector: [1.9987586153371177, -0.1424330722214663] User Vector: [1.7832112949919559, -0.10552941131055321] Predicted: 3.579239817094315 Movie Vector: [2.348393291825625, 0.25406874697728077] User Vector: [1.7182446763737844, -0.012480399061240918] Predicted: 4.031943392360022 Movie Vector: [2.4970330059985555, -0.17773018230278487] User Vector: [1.5546533011434616, -0.41043300793334625] Predicted: 3.9549669391629094 Movie Vector: [1.4733171905376032, 0.4870347190668212] User Vector: [2.3141348689914767, -0.4184976125587445] Predicted: 3.2056318165449436 Movie Vector: [2.4232444068883887, 0.253525069002306] User Vector: [2.2331234522827703, -0.17809343031212244] Predicted: 5.366252766426775 Movie Vector: [2.216974068528298, -0.9258551573601752] User Vector: [2.0334981417790225, -0.15206134061156235] Predicted: 4.648999425164892 Movie Vector: [2.139887657191213, 1.071415971397553] User Vector: [1.8517734298466653, -0.9632863681077444] Predicted: 2.9305067066233375 Movie Vector: [2.2245918931329642, -0.2503285769262066] User Vector: [1.7621484051527545, -0.24676877287954863] Predicted: 3.9818343323447634 Movie Vector: [1.8715437955629932, 0.028547048601356373] User Vector: [1.5666245847845315, -0.5505176066407111] Predicted: 2.9162908687572657 Movie Vector: [2.2971986787324528, 0.061228371231469965] User Vector: [1.919556287443231, 0.10564408338930302] Predicted: 4.416070582423331 Movie Vector: [2.154953928482046, 0.3774921476787201] User Vector: [1.47500237928769, -0.6603214408590573] Predicted: 2.9292960128981798 Movie Vector: [-0.06148338317871094, 0.5772686004638672] User Vector: [1.3901092779923392, -1.1483662339893674] Predicted: -0.7483843901140882 Movie Vector: [2.086735441766396, -0.7835209543711261] User Vector: [0.14649924018105442, -0.8731005358154473] Predicted: 0.9897977217617149 Movie Vector: [1.7897533351603514, 0.510041968976292] User Vector: [2.118380899282928, -0.9470455648775635] Predicted: 3.3083462950111873 Movie Vector: [1.6404412739446077, 0.00378267931533313] User Vector: [2.0739183890745334, -0.26573047722184057] Predicted: 3.4011361510509355 Movie Vector: [1.9787405709605028, -0.6972427480107614] User Vector: [1.941696561011199, 0.2852551602135724] Predicted: 3.6432216699757833 Movie Vector: [0.5622391391486068, -1.8755946118885656] User Vector: [1.7887724196697847, -0.5962482387756467] Predicted: 2.1240378493635603 Movie Vector: [2.1052212590691086, -1.578181297214561] User Vector: [0.6253880332087919, 0.14137676857085577] Predicted: 1.0934620106594104 Movie Vector: [1.7955471218657113, 0.2238577466476071] User Vector: [1.5597135079106725, -0.41079317596839654] Predicted: 2.708579865353581 Movie Vector: [1.65164137172372, -0.8405155909861117] User Vector: [1.419545649369211, 0.9655879213899474] Predicted: 1.5329886211524792 Movie Vector: [1.7177215598670212, -0.5345120346671145] User Vector: [1.461927473201188, -0.7220188762057778] Predicted: 2.897112118268411 Movie Vector: [2.30074075612321, 0.049211988882986474] User Vector: [1.9903832281411045, -0.20319130736293492] Predicted: 4.569356364929257 Movie Vector: [1.9677232152242314, -0.4374700833442949] User Vector: [1.953514022468318, -0.8005731284075174] Predicted: 4.19420168648462 Movie Vector: [2.193285984969867, -1.1256781270032872] User Vector: [2.2011662134482006, 0.41015610399093927] Predicted: 4.366083251625643 Movie Vector: [1.6318745830806003, -1.3015029783283296] User Vector: [1.9323051985758017, 0.099094143734164] Predicted: 3.0243084171054533 Movie Vector: [1.6030047101361875, 0.008579413853569515] User Vector: [2.0159607816282095, 0.0435777705283121] Predicted: 3.231968500128028 Movie Vector: [1.337487990118722, 0.4342791813998883] User Vector: [2.0429368975719724, -0.2942931812586912] Predicted: 2.6045981632243214 Movie Vector: [1.376557528082886, -0.684997566184815] User Vector: [2.2202518836377085, 0.7170695703275184] Predicted: 2.5651135342021543 Movie Vector: [1.855686705050847, 0.4805657281579564] User Vector: [1.4894550527186157, -0.5516946896390638] Predicted: 2.498836378853469 Movie Vector: [1.3763698596186766, -0.14689909532702172] User Vector: [2.0095448724543674, -0.7328209503140499] Predicted: 2.8735277286352714 Movie Vector: [2.0482914041406013, -1.2594990436771505] User Vector: [2.0608384366973325, -0.05291242139789287] Predicted: 4.287840799358989 Movie Vector: [1.7847996635756593, 0.13786291735206802] User Vector: [1.6236783232610132, -0.4159794099035635] Predicted: 2.84059239010365 Movie Vector: [2.2316631495273267, -0.09332193142733737] User Vector: [1.9804077530960882, -0.686270054984043] Predicted: 4.483647050634608 Movie Vector: [2.4379392038763603, -0.5493866709828493] User Vector: [0.9453904146854083, -0.5302416283146619] Predicted: 2.596112037926804 Movie Vector: [1.9853836679650787, -0.27672552377095266] User Vector: [1.627989290342022, -0.28019057764295485] Predicted: 3.309719233021042 Movie Vector: [1.2304902370737096, -0.1889067223331892] User Vector: [0.7715561087508941, -0.7925304384325795] Predicted: 1.0991065866461405 Movie Vector:
avg loss: 9.094111212320852: 76%|███████████████████████████████████ | 53430/70000 [01:26<00:30, 546.36it/s]
[1.983640565764243, 0.7128665968898242] User Vector: [1.5200083342283757, -0.45686841631262926] Predicted: 2.6894639589119125 Movie Vector: [1.9516160602437955, -0.09143892334769224] User Vector: [1.5254045573524408, -0.25773143896353573] Predicted: 3.000570717789779 Movie Vector: [2.087263642339843, -0.3387429922238054] User Vector: [1.7068674332505611, -0.5062160865551509] Predicted: 3.734159487589342 Movie Vector: [2.1266444154589497, -0.11483092938062958] User Vector: [1.7403635466310636, -0.48932476427787336] Predicted: 3.7573240347622687 Movie Vector: [2.0343346705621683, -0.3345050048153548] User Vector: [1.8982508227904167, -0.11003848193053721] Predicted: 3.898485885153756 Movie Vector: [1.4413093202056173, 0.07641503250723432] User Vector: [1.6965036265058935, -0.3416276177696412] Predicted: 2.419081003128338 Movie Vector: [1.0157514087997415, -1.3598536423274308] User Vector: [1.8259444558862665, -0.44975464784895064] Predicted: 2.466306149487639 Movie Vector: [1.9149335118242616, 0.25569759060983654] User Vector: [2.1679281717261776, -1.2954019684023013] Predicted: 3.8202071450746526 Movie Vector: [1.5560906885025207, 0.07055420208412819] User Vector: [0.5770449503273059, -0.6962907914013129] Predicted: 0.8488080328458745 Movie Vector: [2.2152906261356278, -0.4517530893860781] User Vector: [1.764977963476413, -0.4395350548013708] Predicted: 4.108500456725246 Movie Vector: [1.6146804174140748, -0.13316344454064016] User Vector: [1.4878463952562917, 0.4147011196467682] Predicted: 2.3471734089934317 Movie Vector: [2.214058039012256, 0.11183804809227005] User Vector: [1.9286753457340922, -0.5265709323923903] Predicted: 4.211308488606417 Movie Vector: [1.3380261971296379, -0.3670331543421148] User Vector: [1.2625765822101123, -1.004630865196375] Predicted: 2.0580933782820057 Movie Vector: [1.7029870232661797, -0.2702947475462876] User Vector: [1.8194626096412865, -0.7267113577139137] Predicted: 3.294947476509432 Movie Vector: [1.7491151453655422, -0.4648121684493046] User Vector: [2.117152841375794, 0.16510079542465897] Predicted: 3.6264032411700517 Movie Vector: [1.6110218924126576, -0.7943100716820136] User Vector: [1.8824850456589066, -0.9314163088045431] Predicted: 3.7725579757082732 Movie Vector: [1.838490999017723, -1.024348015512163] User Vector: [1.8899072234949486, -0.05343280876693196] Predicted: 3.5293112109976867 Movie Vector: [1.7321470003818609, -0.1286510966690348] User Vector: [1.331562850214769, -0.17083346706996028] Predicted: 2.328440509705757 Movie Vector: [2.2995229663266596, -0.15411083478026336] User Vector: [2.104417002479936, 1.3421935769610776] Predicted: 4.632308655348741 Movie Vector: [1.8933475870716523, -0.8201290929229821] User Vector: [1.585461397877003, -0.21794643516261697] Predicted: 3.180573724241387 Movie Vector: [0.8346655602985904, -0.43733083313334736] User Vector: [1.6885277885112464, -0.8271873632820125] Predicted: 1.7711105314189786 Movie Vector: [2.1181699476979157, -0.48906103046762445] User Vector: [1.9237876626611834, 0.9862296412914687] Predicted: 3.5925827281532126 Movie Vector: [2.1495053694916897, -0.5098206345770924] User Vector: [1.5981988749680445, -0.02694340751840819] Predicted: 3.4490733683780936 Movie Vector: [1.7946441728211853, -0.7876631829949313] User Vector: [1.9179252597927348, -0.46766166059963776] Predicted: 3.810353263546195 Movie Vector: [1.886193929323175, -0.8810459094415876] User Vector: [1.9170701998010862, -0.10296240818184689] Predicted: 3.706680781506046 Movie Vector: [-0.01455195426830054, -0.7715993567152387] User Vector: [1.9990889987179556, -0.1266192712236243] Predicted: 0.06860869653629442 Movie Vector: [1.2248412761951386, -0.5048998988774432] User Vector: [1.5974797830332403, -0.7387649086329531] Predicted: 2.3296615038093487 Movie Vector: [1.8120571693671375, -0.12064207458070898] User Vector: [1.554761022219945, -0.01664079838468955] Predicted: 2.8193234374060387 Movie Vector: [1.3646037140289753, 0.38073109762764035] User Vector: [1.8714308922712222, -0.2806917730182378] Predicted: 2.4468934593055867 Movie Vector: [2.038559438937244, -0.4664996047965378] User Vector: [2.1096931645871093, -0.2919299109846933] Predicted: 4.436920102033084 Movie Vector: [1.9159956517188925, -1.0206207673937786] User Vector: [2.3195299738583075, -0.23416367584510775] Predicted: 4.683201654480936 Movie Vector: [1.9481741784103892, -0.635376922798151] User Vector: [2.097048676484859, -0.4173182402252316] Predicted: 4.3505704616993315 Movie Vector: [1.1595661714443273, -0.6650942277259076] User Vector: [1.167216627805229, 1.1500876896172252] Predicted: 0.5885482326072259 Movie Vector: [2.3890828630809353, 0.31420668869408863] User Vector: [1.8935683866692443, -0.06966716351654464] Predicted: 4.502001893904063 Movie Vector: [2.114234818729178, -0.450110240087591] User Vector: [1.6344274046953002, -0.7539953313852673] Predicted: 3.794944347326714 Movie Vector: [1.6740687674964532, -0.1713175182664431] User Vector: [1.8662615303774668, -0.6499638771168768] Predicted: 3.2356003383755487 Movie Vector: [2.087274805028137, 0.09532666863447771] User Vector: [1.7326830964901432, -0.325143636934296] Predicted: 3.5855909126653676 Movie Vector: [2.3970770159219126, 0.08148169876508118] User Vector: [2.0248654846414915, -0.8164361978992694] Predicted: 4.787233905229567 Movie Vector: [2.0522288756651346, -0.13722867610394954] User Vector: [2.1222920745508076, -0.10690748188953965] Predicted: 4.370099850193738 Movie Vector: [1.127314388970315, 1.33684133045641] User Vector: [1.7601858993662753, -1.4843352669704053] Predicted: -3.7841521830062064e-05 Movie Vector: [2.175803156094149, -0.5119026083270453] User Vector: [1.8992213618819498, -0.14025664627371257] Predicted: 4.204129576366891 Movie Vector: [1.6760606927667114, -0.6015669724998529] User Vector: [1.7199127788818984, 0.20560192660062973] Predicted: 2.7589948751458366 Movie Vector: [2.0378772266555236, -0.660553220131451] User Vector: [1.8592863922074683, -0.49574615789819826] Predicted: 4.11646411747756 Movie Vector: [1.6028469795339122, 1.0333909373253563] User Vector: [1.6171977368809674, -0.07794584921491185] Predicted: 2.5115719736879183 Movie Vector: [1.64418757944491, 0.26324526462519876] User Vector: [2.2252688916280454, 0.13636989346255815] Predicted: 3.694658201231435 Movie Vector: [1.5123552078041884, -0.5256247416463854] User Vector: [1.8394876823404827, -0.022107354373616224] Predicted: 2.793578948510403 Movie Vector: [2.043070951322398, -0.6493248487081202] User Vector: [1.8732009611477207, 0.15932212674178228] Predicted: 3.7236306538676405 Movie Vector: [1.8771781008328523, -0.5091129040991275] User Vector: [1.9060871501839953, 0.4906325642839085] Predicted: 3.3282776869561133 Movie Vector: [1.874224135223429, 0.2679369260137506] User Vector: [2.2103505488672366, 0.7501487749657555] Predicted: 4.343684902808634 Movie Vector: [2.3166486236680264, -1.2199168802679132] User Vector: [1.6121981363532456, 0.19001769887297323] Predicted: 3.5030907952580983 Movie Vector: [2.1933350351807475, 0.40610742064199856] User Vector: [1.9952600854279037, -0.2917050142036304] Predicted: 4.257810278760179 Movie Vector: [1.726829381896702, -0.6116372679477556] User Vector: [2.0275757984831024, -0.35616098904359744] Predicted: 3.7191187971314843 Movie Vector: [1.2711688279923037, -0.22321777518904312] User Vector: [2.1272430660995973, -0.019603438912790757] Predicted: 2.708460911208747 Movie Vector: [1.6122190576811, -0.5268249266432936] User Vector: [2.2760710989014465, -0.6396020659643502] Predicted: 4.006483513768644 Movie Vector: [1.9680365139403717, -0.4800606837475499] User Vector: [2.2158181700289874, -1.0024226205054567] Predicted: 4.842034755473442 Movie Vector: [1.5969621400930585, -0.22794736079928066] User Vector: [1.2814348276591438, 0.24258907419475836] Predicted: 1.99110536554689 Movie Vector: [1.76260502413841, -0.12045178895876012] User Vector: [0.6793617155823534, -0.758749839279905] Predicted: 1.2888391486061819 Movie Vector: [2.2251592701885627, 0.04799302628393837] User Vector: [1.9134088420428657, -0.3259079199659704] Predicted: 4.241998115163375 Movie Vector: [0.2715951333059828, 0.24155195492680018] User Vector: [1.3685148151965205, -0.6973838431809666] Predicted: 0.20322753300978388 Movie Vector: [1.8649301032875418, -0.03542895720467984] User Vector: [1.6776800843774498, -0.32765564632421157] Predicted: 3.1403645909129816 Movie Vector: [1.9487842842433156, -0.328927638632435] User Vector: [1.7264213395977013, -0.9518867762391927] Predicted: 3.6775246441440914 Movie Vector: [1.7729808026386347, 0.05100464084570919] User Vector: [1.6771058423192433, -0.6531979157697942] Predicted: 2.940160337330111 Movie Vector: [1.5845844853343258, 0.29460347060166614] User Vector: [1.9565883727033562, -0.5798088819011107] Predicted: 2.929565870677535 Movie Vector: [1.290970153630635, -0.6368559126585476] User Vector: [1.7129592218955214, -0.5691229646724352] Predicted: 2.5738285549348765 Movie Vector: [1.9086688051150729, -0.35527836556612163] User Vector: [1.8394403932236947, -0.524572575003634] Predicted: 3.6972517844827717 Movie Vector: [1.4732615752961185, 0.3697271465433344] User Vector: [1.6012269087115105, -0.9120846446040171] Predicted: 2.0218036248794196 Movie Vector: [1.5363031542824879, -0.30720880449863897] User Vector: [1.9496850655628752, 0.1277478018020962] Predicted: 2.9560620666127533 Movie Vector: [1.3454009884325717, 0.28800513686277407] User Vector: [1.9452939475124618, -0.5268178391551881] Predicted: 2.4654741559075246 Movie Vector: [2.2490932242793735, -0.9282569701685937] User Vector: [0.5723980017738735, -0.9990103561360992] Predicted: 2.2147147937346148 Movie Vector: [2.2844180727831436, 0.050649242862000524] User Vector: [1.8423250708044743, -0.16736729426174535] Predicted: 4.200163660953006 Movie Vector: [0.14416658847907685, -0.7937341523982295] User Vector: [1.7172672267927278, 0.21130130694781038] Predicted: 0.07985549382277432 Movie Vector: [0.9013432735100895, -1.6429851095868797] User Vector: [2.0890679452257803, -0.5076937154515209] Predicted: 2.7171005550524883 Movie Vector: [2.0166524489978404, -0.039109323256582874] User Vector: [1.7737508234871413, -0.0764230129543511] Predicted: 3.5800277944151535 Movie Vector: [2.192723400795366, -0.22988667908053478] User Vector: [1.6860205609331083, -0.6161689870877198] Predicted: 3.838625780374169 Movie Vector: [1.9626937862183746, -0.2728204052846242] User Vector: [1.9540756951694354, 0.20504178369946854] Predicted: 3.7793126421802303 Movie Vector: [2.313968487366027, -0.3839098394976741] User Vector: [0.031100742076039314, -2.3572241675947714] Predicted: 0.9769276889390007 Movie Vector: [0.9593281438999939, -0.850244990743539] User Vector: [1.9186451335856858, 0.0810864900961959] Predicted: 1.7716668927842456 Movie Vector: [2.208837947654863, -0.2818440544066582] User Vector: [1.88358901297466, 0.14096478260507328] Predicted: 4.1208128037862295 Movie Vector: [2.2802841271956504, -0.2933321476753754] User Vector: [1.6999306178890177, -0.18070712881076767] Predicted: 3.9293320155005347 Movie Vector: [1.8892774359998425, 0.4681237092787493] User Vector: [1.8210983581814757, -0.28852509676171406] Predicted: 3.3054945983325172 Movie Vector: [1.2616001836023636, -1.7259197061629514] User Vector: [1.8479998812902854, -0.15570582460799035] Predicted: 2.600172740588253 Movie Vector: [1.9465840118928006, -1.0250374740125756] User Vector: [1.608046677281254, 0.005695410716418707] Predicted: 3.124359942958809 Movie Vector: [2.081724411507954, -0.2833547046599209] User Vector: [2.0258953320889113, 0.10444887295596475] Predicted: 4.187759688421 Movie Vector: [2.1617456909646617, -0.004449284638654296] User Vector: [1.469192351217377, -0.5461468266689125] Predicted: 3.178450197128752 Movie Vector: [1.964056347923851, 0.18779709750103213] User Vector: [1.6651971610356187, -0.43283448443403705] Predicted: 3.189255994801714 Movie Vector: [2.2539576200836366, -0.44724719216734266] User Vector: [1.3411042663249253, -0.6422197869909361] Predicted: 3.3100231768957453 Movie Vector: [1.4149580666291737, -1.2390659687976606] User Vector: [1.9035823081748036, -0.4809621784096858] Predicted: 3.2894330099907503 Movie Vector: [2.2678235788954457, 0.05215678112744587] User Vector: [1.8639246918077998, -0.2134369321960926] Predicted: 4.21592018201009 Movie Vector: [1.630288921839418, -0.8038430161649911] User Vector: [1.5085995453730867, -0.28450285542355824] Predicted: 2.6881487597249514 Movie Vector: [1.799560112499691, 0.48282773884267216] User Vector: [1.79512597586625, -0.29496051366583587] Predicted: 3.0880219852198376 Movie Vector: [1.8337155912686918, -0.22501560171236104] User Vector: [1.9061667601693353, -1.1258277394746137] Predicted: 3.7486965139029866 Movie Vector: [1.4292077832755379, -0.4216774480160396] User Vector: [1.7522614079205148, -0.3282991305543034] Predicted: 2.6427819820913756 Movie Vector: [2.5840823423122194, 0.6062229810569351] User Vector: [1.3096997103982289, -0.44412937800303476] Predicted: 3.1151304598635283 Movie Vector: [1.6695816123596448, -1.0577014544671677] User Vector: [1.3654083720807586, -0.20743477441631508] Predicted: 2.4990647739951557 Movie Vector: [1.9965700628253606, -0.7480556536180354] User Vector: [1.6579644354818504, 0.0306340269330639] Predicted: 3.287326200071846 Movie Vector: [1.9809439447692296, -0.7015377060944936] User Vector: [1.7071820566399944, -0.181639942435698] Predicted: 3.509259226271152 Movie Vector: [2.249745074941634, 0.05441796076952875] User Vector: [1.5782754461752309, -0.08101966081575065] Predicted: 3.546308487210204 Movie Vector: [2.374089903990684, -0.41426134805268966] User Vector: [1.921591854541603, -0.050642968281385335] Predicted: 4.583011245767591 Movie Vector: [2.113836166928275, -0.2889538354018601] User Vector: [1.642733059904784, -0.49493843279138733] Predicted: 3.615482913078342 Movie Vector: [1.8596824014129991, -0.22663761670951796] User Vector: [2.0424205521340726, -0.32760428552466453] Predicted: 3.8725010115830902 Movie Vector: [2.0994429740402554, -0.04750371699162071] User Vector: [2.019488825551277, -0.27617815571224735] Predicted: 4.252921114904658 Movie Vector: [2.4252477640258974, -1.207117114355106] User Vector: [1.43146042286797, 1.447107741294086] Predicted: 1.724817669020257 Movie Vector: [1.438915173665583, -0.021858304555368194] User Vector: [1.6033362520515202, 0.5220228015274806] Predicted: 2.295654328184404 Movie Vector: [2.1075374499316455, -0.2950020039107808] User Vector: [1.831412732854811, -0.6800394986095668] Predicted: 4.060383935601479 Movie Vector: [1.4272070058651187, 0.28975231622105413] User Vector: [1.6847494893656718, -0.034694963533199154] Predicted: 2.3944333283054187 Movie Vector: [2.636220988827226, -0.9938377376161383] User Vector: [1.53147788837579, -0.29578343029454524] Predicted: 4.331274888449329 Movie Vector: [0.3249139669252766, 0.6828546859640158] User Vector: [1.8843708126978136, -0.4101864650499425] Predicted: 0.3321606461334857 Movie Vector: [1.1842169794695554, 0.23220129518095858] User Vector: [1.4030442229851996, -0.23127757068757743] Predicted: 1.6078058403457813 Movie Vector: [1.5367792677641048, -1.0249642347802923] User Vector: [1.844988902031002, -0.4520907332762085] Predicted: 3.298717526379813 Movie Vector: [2.1181722734528035, 0.5284386059341831] User Vector: [2.0405586587896827, -0.11081612233579462] Predicted: 4.263695256200187 Movie Vector: [1.8323073937458496, -0.14150122031036455] User Vector: [1.4624578060650022, -0.5105765360562609] Predicted: 2.7519194540080374 Movie Vector: [2.1667324356002315, 0.3856150496912022] User Vector: [1.43471864939443, 0.43177308359874544] Predicted: 3.275149632690722 Movie Vector: [1.5962889367075133, -1.2864449203051311] User Vector: [1.604463566088791, -0.34650737821394145] Predicted: 3.006950096449395 Movie Vector: [1.897757903007037, 0.3886248232225046] User Vector: [0.575650664158341, 0.37260198268543315] Predicted: 1.2372479769312226 Movie Vector: [1.8245605848607769, -0.16296203587593125] User Vector: [1.807989517372565, -0.5326670993575405] Predicted: 3.385590926194873 Movie Vector: [1.7266012376697568, -0.38690995243910425] User Vector: [1.7801126785646018, 0.03174208347864039] Predicted: 3.0612634259922284 Movie Vector: [1.8627957416185181, -0.21853007128372987] User Vector: [2.1817668843934785, 0.29289950175042156] Predicted: 4.000178712455985 Movie Vector: [1.8785211154236332, -1.0254797755944804] User Vector: [2.0275961924338435, -0.3419503164582324] Predicted: 4.159545394825585 Movie Vector: [2.0327960082504877, -0.20651583283623745] User Vector: [2.023059908247508, -0.788661914250723] Predicted: 4.275339277984841 Movie Vector: [1.6630488775626586, -0.4256222281160756] User Vector: [1.9288482930813173, -0.07512951947915739] Predicted: 3.2397457822755436 Movie Vector: [1.4154617332313355, -0.4812468472693178] User Vector: [1.8205466703307982, -0.0014125172424634316] Predicted: 2.5775939148846176
avg loss: 9.078537780776246: 77%|███████████████████████████████████▏ | 53568/70000 [01:27<00:27, 605.76it/s]
Movie Vector: [1.815835728008774, -0.4315733455253215] User Vector: [1.6552770421665834, -0.24818802493409955] Predicted: 3.1128225291588993 Movie Vector: [1.725321627414805, -1.2236553198049087] User Vector: [0.9314349151331144, -0.0944635698826292] Predicted: 1.7226156534230779 Movie Vector: [2.149947696053396, -6.358423904035022e-05] User Vector: [1.4918805221258664, -0.8787469502591954] Predicted: 3.207520965787585 Movie Vector: [1.9681594938382911, -0.5014594620042008] User Vector: [1.9957629431707646, -0.09844671740378587] Predicted: 3.9773468219975725 Movie Vector: [1.6108854436650477, -0.9168731451089414] User Vector: [1.981998922968525, -0.28780268842770407] Predicted: 3.4566517704793167 Movie Vector: [1.9820995773149794, -0.27078414945769624] User Vector: [1.9414216590615545, 0.2133100964318328] Predicted: 3.79033005678302 Movie Vector: [-0.19341425854781746, 0.9796297285022469] User Vector: [2.099912817644385, -0.8657124535166775] Predicted: -1.2542307364393037 Movie Vector: [2.258006049272704, -0.02062796962882251] User Vector: [1.9837902990909864, -0.0005106100424908111] Predicted: 4.479421028684403 Movie Vector: [-0.2363307442412294, -0.05224568287016554] User Vector: [1.8243310714653798, -0.4383128681383479] Predicted: -0.40824556475514384 Movie Vector: [1.6379177620496423, -0.028182365605896084] User Vector: [2.2606281988093695, -0.1265898592262471] Predicted: 3.7062906819148695 Movie Vector: [1.5939194036187088, -1.0469884018125728] User Vector: [1.911522520505967, -0.7800133146495669] Predicted: 3.8634777295860796 Movie Vector: [1.9820731976870611, -0.6545129155718585] User Vector: [2.1587779136210212, -0.2066767520426646] Predicted: 4.414128445907386 Movie Vector: [2.1290960869065922, -0.20663359518678878] User Vector: [1.6766304546583843, -0.147337024595489] Predicted: 3.600152119297877 Movie Vector: [2.223966273216794, -0.1421941749499975] User Vector: [2.2471909643637007, 0.7036642426487976] Predicted: 4.897619957797133 Movie Vector: [1.6576520648669313, -1.3005329907692444] User Vector: [2.14122616522519, 0.16469743660147518] Predicted: 3.3352135243372927 Movie Vector: [2.1489681316774383, 0.3802689504500951] User Vector: [1.9113456581127395, -0.6945800715896532] Predicted: 3.843293673077368 Movie Vector: [1.8714006963573542, -0.2285172313847627] User Vector: [1.8530497464383475, 0.015397789934541634] Predicted: 3.4642799255442562 Movie Vector: [1.8684414796893527, -0.8459812608235486] User Vector: [1.8801949838136447, -0.6818632937931755] Predicted: 4.089877866653713 Movie Vector: [1.6337273362984617, 0.2145562490821008] User Vector: [1.9776557694667765, -0.5198902606553837] Predicted: 3.1194045881057066 Movie Vector: [1.9225382122553092, -0.7054994515342417] User Vector: [1.9757456774904707, -0.3636686040287006] Predicted: 4.055014563356156 Movie Vector: [2.1040410429933765, -0.3042678690386593] User Vector: [1.6661804253621348, -0.7770321509443452] Predicted: 3.7421379167364557 Movie Vector: [1.8072075232515588, -0.434486160715688] User Vector: [2.0614490366687366, -0.5716094504228363] Predicted: 3.973822603410442 Movie Vector: [0.6244331965311125, -1.3789581952031311] User Vector: [1.111848865629616, -0.7438586795430482] Predicted: 1.7200253634534586 Movie Vector: [1.2314889062984997, 0.8663142387319521] User Vector: [1.9332409382639466, -0.47438365944322897] Predicted: 1.9697994498767144 Movie Vector: [2.167099636962687, -0.2966717424710901] User Vector: [2.0253492139121794, -0.6246367741046265] Predicted: 4.574445626376887 Movie Vector: [1.7401035034802959, 0.5496982838309333] User Vector: [1.8570252057868897, -0.7154842969765196] Predicted: 2.8381155764850092 Movie Vector: [0.5613526566367133, -1.6747706377101008] User Vector: [1.751435311551503, -0.44190781419283043] Predicted: 1.7232670968515893 Movie Vector: [2.0042834875020676, -0.026008919767710463] User Vector: [2.051251125904618, -0.254783010929211] Predicted: 4.117915391260085 Movie Vector: [1.8607971446605598, -0.6133379171758504] User Vector: [1.7064838530049442, -0.4900961882077649] Predicted: 3.4760148563721245 Movie Vector: [2.326618307977226, -0.29872789717215364] User Vector: [1.9295758195525992, -0.28844125065075144] Predicted: 4.575551876665842 Movie Vector: [2.286097093310443, -0.46938612791346807] User Vector: [2.003279877395716, 0.09524615525026402] Predicted: 4.534985080790081 Movie Vector: [2.226022020264006, 0.3456767517013726] User Vector: [1.977988155049179, -0.1932573083918633] Predicted: 4.336240630353398 Movie Vector: [1.9802628029101188, -0.34931614147270956] User Vector: [1.8380663683276115, -0.7895304687028029] Predicted: 3.915650195381662 Movie Vector: [1.6297608754472095, -1.3016113753083665] User Vector: [1.9302331053414323, -0.6524386332949981] Predicted: 3.9950399423658522 Movie Vector: [0.9130287434138782, -0.40118394845419814] User Vector: [1.8538498396403469, -0.4576582500800999] Predicted: 1.876223333374619 Movie Vector: [1.5408833640929627, -0.03199726357157894] User Vector: [2.1451783171935497, 0.07834861660429558] Predicted: 3.302962640640521 Movie Vector: [2.2166890345759827, -0.03701997306918485] User Vector: [2.0239544727364933, 0.02131429756773784] Predicted: 4.485688631474053 Movie Vector: [1.5957871337634897, -1.2863365486186755] User Vector: [1.825403635048019, -0.4045734017516754] Predicted: 3.4333731880069003 Movie Vector: [1.315730383461433, 0.04053773905667306] User Vector: [1.325415484671513, -1.4551794629920125] Predicted: 1.6848997385411708 Movie Vector: [1.1717882071384973, -0.16504440732156436] User Vector: [1.4518329737061078, -0.5461110977614743] Predicted: 1.7913733397854044 Movie Vector: [1.4573750538903192, -0.4269547944274376] User Vector: [2.275600720900812, -0.6394483605144001] Predicted: 3.5894192665660576 Movie Vector: [1.9568244018743555, -0.03220895956197949] User Vector: [2.3636974496615446, 0.21865611147205838] Predicted: 4.618298162293509 Movie Vector: [1.225256703749145, -0.5773904206731705] User Vector: [1.7601422485345875, -0.5968150840640664] Predicted: 2.501221402020942 Movie Vector: [1.7524572387100281, -0.6161390196635389] User Vector: [1.9371170882877637, -1.0409579619049272] Predicted: 4.036089681757842 Movie Vector: [0.8163360711173985, 1.4518559243083766] User Vector: [1.2883453213312135, -1.168225888586879] Predicted: -0.6443729194172727 Movie Vector: [1.8325995166579898, -0.8898600985235191] User Vector: [1.5010362252941485, -0.5734617031825253] Predicted: 3.261098948653657 Movie Vector: [1.6836400245556136, -0.6257418739347234] User Vector: [1.977847495153009, -0.6831978659044594] Predicted: 3.757488718185931 Movie Vector: [2.1209111588866145, -0.3463774639599756] User Vector: [1.7458889934148862, 0.08861474760849568] Predicted: 3.672181296764867 Movie Vector: [2.098170945592522, 0.11022343008390119] User Vector: [2.061157527836368, -0.12315772392173714] Predicted: 4.311085972423598 Movie Vector: [1.7828231223687712, -0.1242251609504313] User Vector: [1.614677159108931, -1.783042179512583] Predicted: 3.10018247615148 Movie Vector: [1.4994193554748811, -0.4387693273858287] User Vector: [1.603271214141956, -0.6074934867838505] Predicted: 2.670525399147584 Movie Vector: [1.4452542429595037, 0.4325848441812258] User Vector: [2.100542473256023, -0.5286096963516829] Predicted: 2.8071493788609394 Movie Vector: [2.2950784400891977, -1.0085152986057997] User Vector: [1.7571388579834917, -0.8146873129060153] Predicted: 4.854396127846633 Movie Vector: [2.5001834918496493, -0.17856191976049643] User Vector: [1.0477233603854967, 0.00473762130868414] Predicted: 2.6186546909050827 Movie Vector: [1.8421984430858653, -0.44518268661720906] User Vector: [2.186313869741221, -0.18306459887620466] Predicted: 4.10912119688652 Movie Vector: [2.249712925753575, 0.054230621483581376] User Vector: [1.3539373217145527, 0.232240205078592] Predicted: 3.0585648239762917 Movie Vector: [2.2031504776434536, -0.0314010682896734] User Vector: [1.8517547527575535, 1.533594865568941] Predicted: 4.031537850913916 Movie Vector: [1.028720811160775, -2.0225595315133447] User Vector: [1.664814386045213, 0.008792031414602473] Predicted: 1.6948467987055902 Movie Vector: [1.932144728078261, -0.30745551961526646] User Vector: [1.9756479017064361, 0.2667397011273014] Predicted: 3.7352270844088538 Movie Vector: [2.3280170696758344, -0.467393038169974] User Vector: [1.784974040323686, -0.23481518464767961] Predicted: 4.265201017362704 Movie Vector: [1.7691219391283057, -0.7067112633890485] User Vector: [1.7879979374531403, -0.29687298918998206] Predicted: 3.3729898635210462 Movie Vector: [2.1571965126055725, -0.08688880205624606] User Vector: [2.0386091648603206, -0.4334647627879164] Predicted: 4.435343814974679 Movie Vector: [1.3612601702308438, 0.23056756148499197] User Vector: [1.56949385394627, -0.017621672174964655] Predicted: 2.132426484816493 Movie Vector: [1.7973757485507584, -0.7057958650354852] User Vector: [1.7464294586935452, -0.32470305389428] Predicted: 3.3681640284133834 Movie Vector: [1.6641703219824662, -1.164660121264387] User Vector: [2.3966336179507635, -0.16005267521948435] Predicted: 4.174813507788939 Movie Vector: [1.7305588734672162, -0.008714855464619557] User Vector: [1.8000676352178457, -0.26707180553365584] Predicted: 3.117450511151292 Movie Vector: [2.1065800973612894, -0.9017903693630489] User Vector: [1.8158354955143803, 0.2939539452379323] Predicted: 3.5601180780809276 Movie Vector: [1.8901057737890061, -0.4309761077955567] User Vector: [1.7986717114533206, -0.8625342424611605] Predicted: 3.7714114376251744 Movie Vector: [1.519644332946047, -1.0166798161434494] User Vector: [1.9656666623330101, -0.27279807157345853] Predicted: 3.264462497126921 Movie Vector: [1.6490020404246373, 0.7263631000471561] User Vector: [1.9593534467306006, -0.37638060275567403] Predicted: 2.957588850156578 Movie Vector: [1.8446838495097773, -1.0134216219097265] User Vector: [0.8315240088667796, 1.3298601634900928] Predicted: 0.18618986583890917 Movie Vector: [1.514499311698195, -0.5926174470188416] User Vector: [1.9248030415602544, -0.3581554911027047] Predicted: 3.1273620743706623 Movie Vector: [2.4070904060743636, 0.5183147726505007] User Vector: [1.2624004747554514, 1.1517273584522039] Predicted: 3.6356693753590847 Movie Vector: [1.3869890030058034, -0.055784847036172196] User Vector: [1.638882184450013, -0.35810770417102966] Predicted: 2.293088550553952 Movie Vector: [2.0065555023836326, -0.720964220589969] User Vector: [1.1197160112057036, -0.7612319789212174] Predicted: 2.795593343762953 Movie Vector: [1.8799802880043055, -0.4546069821629045] User Vector: [2.0042314739276605, -0.19214084593601807] Predicted: 3.855264233703018 Movie Vector: [1.7485365974554397, -0.9368612347425699] User Vector: [1.352856090839748, -0.43248631278760574] Predicted: 2.770698046931258 Movie Vector: [0.7099874904566303, -1.338024585071663] User Vector: [1.579422731134873, 0.14283383959750828] Predicted: 0.9302551922869571 Movie Vector: [1.4175836750551534, -0.028803528086082844] User Vector: [1.9205251548472881, -0.6925129865952614] Predicted: 2.74245192430366 Movie Vector: [1.4763996596870315, 0.7595190312587935] User Vector: [1.4026963557914625, -0.6669833796210545] Predicted: 1.5643538519792552 Movie Vector: [1.784346119661016, -0.144733482135135] User Vector: [1.4795041839745315, -0.5630063340547254] Predicted: 2.721433416889071 Movie Vector: [0.44444275232394503, -0.2668351238606495] User Vector: [0.9522484299970805, -0.43021365604472644] Predicted: 0.5380160273212954 Movie Vector: [2.0156295557760178, -0.41313026914519546] User Vector: [1.8706988777650244, -0.18675896318158408] Predicted: 3.8477917287046965 Movie Vector: [2.2461447362121234, 0.053618571680702325] User Vector: [1.6024887240746655, -0.6384258468362466] Predicted: 3.565190130388189 Movie Vector: [1.7821930505907981, -0.2227498593676733] User Vector: [1.8290864345965776, -0.38255821698126924] Predicted: 3.3449999217004467 Movie Vector: [1.6508009814303557, -0.2961771364952341] User Vector: [1.4628339554121446, -0.547660567618371] Predicted: 2.577052267952581 Movie Vector: [1.8930340670240007, -0.455858416528712] User Vector: [1.9740146144067114, -0.29414700294115403] Predicted: 3.8709663008625723 Movie Vector: [2.067242206148243, -0.7622216993958636] User Vector: [1.1760693086116625, 0.33705620802960656] Predicted: 2.1743085564413596 Movie Vector: [2.396700166747656, -0.3153468795620775] User Vector: [1.7498222822290725, -0.3290261656996193] Predicted: 4.297556730244832 Movie Vector: [1.7003607641752179, -1.062377466819325] User Vector: [2.2358472577804513, 0.4927931599657346] Predicted: 3.278214602868346 Movie Vector: [2.3343428826073565, -0.13190275153098377] User Vector: [2.0995064431383827, -0.7250619723548322] Predicted: 4.996605591712455 Movie Vector: [2.2005224612039815, -0.03357755117014314] User Vector: [1.6966181031705636, -0.17077176875645383] Predicted: 3.739180341915955 Movie Vector: [2.0683378311178617, -0.27524565872346085] User Vector: [1.763966909017718, -0.24697340523753586] Predicted: 3.716457848373167 Movie Vector: [0.39014199598445554, 0.15296623586280994] User Vector: [1.8495883946558722, -0.7393310120850634] Predicted: 0.6085094260654331 Movie Vector: [2.22752027145345, -0.9771923427559291] User Vector: [2.1359486500731384, -0.5573535558792074] Predicted: 5.302510543834498 Movie Vector: [2.6029059216088792, -0.4830139670471142] User Vector: [2.0222095153718302, 0.3705160929607122] Predicted: 5.084656674379407 Movie Vector: [1.813650460772444, 0.35496631703887993] User Vector: [2.0494023246102153, -0.36389187256291444] Predicted: 3.5877301125333956 Movie Vector: [1.4731172722062629, 0.28880686110944276] User Vector: [1.7592130797489554, -0.19491283485134134] Predicted: 2.535235009246001 Movie Vector: [1.2599447467670815, -1.5367768661111874] User Vector: [2.0343072541183735, -0.03659833687931678] Predicted: 2.619358215590889 Movie Vector: [1.48983602459379, 0.10894385777091062] User Vector: [0.648729710695559, -0.252790637362742] Predicted: 0.9389609059758867 Movie Vector: [1.4701392679702041, -0.19532271906600732] User Vector: [2.1449022346775672, -0.59167314489942] Predicted: 3.268872208616624 Movie Vector: [1.946111199225828, -0.739505292715098] User Vector: [1.8982034483121752, -0.8602565329990464] Predicted: 4.330279248414945 Movie Vector: [1.8072664114790917, -0.9403141042650537] User Vector: [0.42916655032091455, -0.9792355811007403] Predicted: 1.6964073196325522 Movie Vector: [2.1109403725801092, -0.749698000182287] User Vector: [2.0685153045391806, -0.16668524677169855] Predicted: 4.491476063816229 Movie Vector: [1.2208093568122174, -0.2906893557478971] User Vector: [1.975628259779597, -0.4840138669505957] Predicted: 2.5525631442784875 Movie Vector: [1.932421130024508, -0.943709943333548] User Vector: [1.9415233479170801, 0.17962106444294174] Predicted: 3.58233055740393 Movie Vector: [2.363473525572029, -0.30423717281104273] User Vector: [1.6448625811295672, 0.06185053576161611] Predicted: 3.8687719315668434 Movie Vector: [2.108928102199843, 0.14054084090398347] User Vector: [1.7149396097756195, -0.15105501482576741] Predicted: 3.5954549378250595 Movie Vector: [2.2545847156035, 0.3929403069992769] User Vector: [1.7752356526389717, -0.3350775157522709] Predicted: 3.8707537071259774 Movie Vector: [1.8186716979573367, 0.17296089926951236] User Vector: [1.5959134367252552, -0.7668707584337265] Predicted: 2.7698039437598583 Movie Vector: [1.9744366290593807, -0.4363643380369766] User Vector: [1.9056811588152283, 0.3031578843442848] Predicted: 3.6303593937505294 Movie Vector: [1.754096051335445, -0.09116313215520788] User Vector: [1.9753177152260433, 0.25313371983513033] Predicted: 3.4418205416566865 Movie Vector: [2.000048112072644, -1.1784676068892457] User Vector: [1.1181625715942514, 0.08788463127668905] Predicted: 2.132809749204392 Movie Vector: [1.4871874313124689, -0.19299532946547276] User Vector: [1.896047781905911, -0.5436066104464994] Predicted: 2.924691967301087 Movie Vector: [1.8361053796952815, -0.2340257641611324] User Vector: [2.093452532622433, -0.6050860514610956] Predicted: 3.9854051828611863 Movie Vector: [1.7531654579565015, -1.1706034200178883] User Vector: [1.5797197466821948, -0.2649927358509632] Predicted: 3.0797114960020533 Movie Vector: [2.088986294413332, 0.09230769731089969] User Vector: [1.981785140182872, 0.14597223954999425] Predicted: 4.153396357618199 Movie Vector: [1.87250716788134, -0.246684067827823] User Vector: [1.8255818478079566, -0.3389942638930197] Predicted: 3.502039579561889 Movie Vector: [1.1253098345535408, 1.052636527467551] User Vector: [1.7460802861674165, 0.6461345513567893] Predicted: 2.6450261483612696 Movie Vector:
avg loss: 9.065329333181122: 77%|███████████████████████████████████▎ | 53698/70000 [01:27<00:27, 599.38it/s]
[2.0389876933907893, -0.6599617869179908] User Vector: [1.8475434656059568, -0.5231564252227511] Predicted: 4.11238163860275 Movie Vector: [2.3328077548705717, -0.36327079992028893] User Vector: [1.6460580190948866, -0.24599692109791152] Predicted: 3.9293004102166096 Movie Vector: [2.0416158486156286, 0.10389472079396382] User Vector: [1.7889961405280017, -1.2668604414370752] Predicted: 3.520822761766138 Movie Vector: [1.3921428373636415, 0.5195754822924625] User Vector: [1.9962210716740894, -0.6900265917814286] Predicted: 2.4205039675059963 Movie Vector: [2.1514397926160638, -0.5676926960885126] User Vector: [1.8634664076016652, -0.21827479201374217] Predicted: 4.133048786683968 Movie Vector: [1.3416980572902495, 0.268595559550706] User Vector: [1.578402688296865, -0.35512527435552255] Predicted: 2.022354748733491 Movie Vector: [2.249403615931807, -0.31193315420512935] User Vector: [2.032917071828709, -0.5656179694714115] Predicted: 4.749286009553317 Movie Vector: [1.9559081455593639, -0.20165945280934344] User Vector: [2.089448038085814, -0.1688712768141296] Predicted: 4.120822926692629 Movie Vector: [2.4238678869070025, -0.17890700554347294] User Vector: [0.2852419414184134, -0.5334073226560473] Predicted: 0.7868190886344553 Movie Vector: [2.0076639725344223, 0.14430081462655125] User Vector: [1.7510694902043518, -0.29058347671354223] Predicted: 3.473627696480715 Movie Vector: [2.132560522441863, -1.055781519446377] User Vector: [2.1119889862173653, -0.3568558747691345] Predicted: 4.880706173526288 Movie Vector: [1.8482042885093584, -0.19642372790032298] User Vector: [1.9992882788405446, 0.14277101247816093] Predicted: 3.6670495564125245 Movie Vector: [0.40783873513716584, -1.8769149510430785] User Vector: [1.8756667393094324, 0.3690293018234034] Predicted: 0.0723329365334765 Movie Vector: [1.919085390517922, -0.5079955473288429] User Vector: [1.707997704444609, -0.09155498915474403] Predicted: 3.3243029684641474 Movie Vector: [2.2267947377240915, -1.4955319236079472] User Vector: [1.9781026432043878, -0.7722039056842764] Predicted: 5.559684149051223 Movie Vector: [2.3731868718432114, -0.3038719291257629] User Vector: [-0.8258871545634416, -0.6485246290533035] Predicted: -1.7629161227179078 Movie Vector: [2.0753063564194654, 0.09130007486718437] User Vector: [1.8809364272917803, 0.2363049422295538] Predicted: 3.925093982496595 Movie Vector: [2.544474176351772, -0.9761181302234644] User Vector: [-0.6320556454227815, -0.5203068043199748] Predicted: -1.1003683628202596 Movie Vector: [0.5407920500506145, -0.32936970539646615] User Vector: [1.624475386560693, -0.7725997258211305] Predicted: 1.132974318638018 Movie Vector: [1.6640722672849528, -0.251409047855595] User Vector: [2.2951726031858777, 0.42239994385383006] Predicted: 3.7131379098952824 Movie Vector: [1.9828480392831485, -0.31043557056665383] User Vector: [2.128036127241843, -0.5092499115675903] Predicted: 4.377661549283696 Movie Vector: [1.3389007305260656, -1.6804924980271319] User Vector: [1.7668150099942737, -0.45102795485805586] Predicted: 3.123539002125234 Movie Vector: [1.8820474641785532, -1.8537815436392666] User Vector: [2.163763448363549, -0.42759815455794536] Predicted: 4.864979078088589 Movie Vector: [2.155772535017259, -0.27953701332979863] User Vector: [1.8787236635683728, -0.03211852136875809] Predicted: 4.059079190343695 Movie Vector: [2.349611734888102, 0.0123976849081857] User Vector: [1.7945430232945543, 0.23250419048580337] Predicted: 4.219361859987933 Movie Vector: [2.4101476027012643, -0.41521163772413255] User Vector: [1.9993629345585588, -0.1173697663224927] Predicted: 4.8674930765501365 Movie Vector: [2.251142855546025, -0.0003601184892734026] User Vector: [1.1282016831718489, 0.12020297337939341] Predicted: 2.5396998713741277 Movie Vector: [1.8069470244816013, 0.05124659012383083] User Vector: [1.3976928195522644, 0.0999205065902644] Predicted: 2.5306774666754603 Movie Vector: [1.8281710666584137, -0.3060472197936169] User Vector: [2.0317855081349414, -0.12470072725365532] Predicted: 3.752615790510386 Movie Vector: [2.465111915164895, -0.25603404576481853] User Vector: [1.9411079509952778, -0.49599937997392485] Predicted: 4.912041066571339 Movie Vector: [1.163420261865009, -2.0057406776840923] User Vector: [2.4214537342665183, -0.6643335956042999] Predicted: 4.1496492538700345 Movie Vector: [1.8899077564088391, 0.1402280530276014] User Vector: [1.2506892959253115, -0.04041690014329924] Predicted: 2.3580198180102507 Movie Vector: [1.788883271300727, -0.0742945165627523] User Vector: [2.0943689093468163, -0.16084532893657305] Predicted: 3.758531431817588 Movie Vector: [1.7785637661689722, -0.5513914244008142] User Vector: [1.9356752996129354, 0.38565836488128263] Predicted: 3.2300732358158566 Movie Vector: [2.201597823265446, -0.6473949033461297] User Vector: [1.9092020939788403, -0.07639222588401705] Predicted: 4.252751111970225 Movie Vector: [1.9298287975418347, -0.04810385500522117] User Vector: [1.734684815768966, -0.8513717697625626] Predicted: 3.3885989762976996 Movie Vector: [1.3047083587676953, -1.3347377192281045] User Vector: [1.692976011852822, -0.6337434572215156] Predicted: 3.0547212505251533 Movie Vector: [1.7964281639947999, -0.7329131979906597] User Vector: [1.8816165810422627, -0.38912376987098607] Predicted: 3.66538296661425 Movie Vector: [1.852887867133448, -0.01147653313286849] User Vector: [1.9240334192327293, 0.6393214349499056] Predicted: 3.5576809848248514 Movie Vector: [0.7104275028122897, -0.623679034555656] User Vector: [1.810250080917768, -0.6543473302786708] Predicted: 1.6941541556644277 Movie Vector: [2.342733500570416, 0.18387273478060417] User Vector: [1.4110872996401873, -0.6561063458466625] Predicted: 3.185161420978777 Movie Vector: [2.162446529767745, 0.37537092132033384] User Vector: [1.811863032447808, -0.077162130247966] Predicted: 3.889092507009007 Movie Vector: [2.3907656079419026, -0.29127531711353627] User Vector: [1.7392892692990531, -0.12395058191686524] Predicted: 4.1943367123568205 Movie Vector: [0.5085472280560084, 0.825519908809608] User Vector: [1.8238256365643497, 0.3571075843778991] Predicted: 1.2223008924231478 Movie Vector: [1.91037849310931, 0.10292967870226957] User Vector: [2.1740859279205162, -0.9311708060881627] Predicted: 4.057481886983364 Movie Vector: [1.7969829448828618, -0.2269483764982415] User Vector: [2.2594271871569926, -0.606888931326288] Predicted: 4.197884578205028 Movie Vector: [2.238182967741888, -1.1610088467127684] User Vector: [1.7894511403596565, -0.4475539542848447] Predicted: 4.524733164265268 Movie Vector: [1.8439524153825775, -1.1396937469626327] User Vector: [2.045748563740654, -0.39523803546083297] Predicted: 4.222713322951524 Movie Vector: [1.8364656175512817, 0.05335686266161147] User Vector: [1.7267857407081961, -0.2446371189920797] Predicted: 3.158129572528432 Movie Vector: [1.394167824730922, -0.0455790710945911] User Vector: [1.5199568078558563, -0.721283576815797] Predicted: 2.151950311920403 Movie Vector: [1.908073356112421, -0.5400775892461843] User Vector: [1.8745543941457266, -0.48442035192923666] Predicted: 3.8384118699046526 Movie Vector: [1.9738370593562957, -0.34274083984303705] User Vector: [1.9659653947371443, -0.8717657672856329] Predicted: 4.1792850847700915 Movie Vector: [2.1127838010506004, -0.6808581331189706] User Vector: [1.7419843758389943, -0.11695461941439596] Predicted: 3.7600658747899933 Movie Vector: [2.285690007370632, -0.2939068070613738] User Vector: [2.0373516570506838, 0.6966995750624678] Predicted: 4.451989576433121 Movie Vector: [2.082669458519752, 0.030828949424762345] User Vector: [2.15796755830537, -0.28073726001322075] Predicted: 4.485678291368442 Movie Vector: [2.226391275945575, -0.45402405969709353] User Vector: [1.8257638627855632, -0.5255118436834955] Predicted: 4.303459756730557 Movie Vector: [1.0831538291293077, -0.9799832519637353] User Vector: [1.920286865894969, -0.16045963706712316] Predicted: 2.237213828762813 Movie Vector: [2.067264004827495, -0.9748749903859454] User Vector: [1.7533316500358307, -0.1484965351807945] Predicted: 3.7693649669505946 Movie Vector: [2.4121172689317767, -0.37512329603312694] User Vector: [0.17394068819684533, -1.2273827108789472] Predicted: 0.8799851857684735 Movie Vector: [1.9681271374256468, -0.1878599271016841] User Vector: [1.847452154552218, -0.010560189095275313] Predicted: 3.638004556823319 Movie Vector: [1.7321889483446307, 0.3028647865789045] User Vector: [1.8589332836967234, -0.8910685299294109] Predicted: 2.950150409585209 Movie Vector: [1.2101761660157242, -2.4192164276663957] User Vector: [1.7564711073199855, -0.7751371560092774] Predicted: 4.000864011886147 Movie Vector: [0.7912066928533823, -1.22842130330404] User Vector: [1.3652018232162269, -0.6862720667134649] Predicted: 1.9231880462376303 Movie Vector: [2.075154286299762, -1.4177228733673557] User Vector: [1.7877802843763926, -0.8526952533413025] Predicted: 4.918805484759615 Movie Vector: [1.213796964458006, 0.3248496790672263] User Vector: [2.09300962677388, -0.4501231605335577] Predicted: 2.3942663673194677 Movie Vector: [1.5119783943185239, -1.0188871006308347] User Vector: [1.662157820345969, -0.516386808340569] Predicted: 3.0392865702648084 Movie Vector: [0.5949187451515685, 0.32266757493996645] User Vector: [1.3052870455684549, -0.03636583674817649] Predicted: 0.7648056548579866 Movie Vector: [1.719965197560274, -0.7018173993129561] User Vector: [1.9992276847043289, 0.04348821360895054] Predicted: 3.4080812547146504 Movie Vector: [0.18373648049565997, -0.07672758194747584] User Vector: [1.237215351765088, -0.6797854245884176] Predicted: 0.2794798862203246 Movie Vector: [1.6039501569129277, 0.4142357275947022] User Vector: [2.0158778907491124, -0.33577394957369383] Predicted: 3.094278092875335 Movie Vector: [1.8061616317992375, -0.1032890244508306] User Vector: [2.2651313567587517, 0.16181315623327536] Predicted: 4.074479824512363 Movie Vector: [2.001429626112965, -0.70052943429478] User Vector: [1.6388706535382005, -0.2904413435527794] Predicted: 3.4835469894533153 Movie Vector: [1.8593480991840083, -0.5856875575913596] User Vector: [1.8109169665380822, -1.4241751306348993] Predicted: 4.201246673356563 Movie Vector: [1.4625405660781916, -1.108025048458765] User Vector: [1.9480061678067826, -0.6867434326637958] Predicted: 3.6099669686439815 Movie Vector: [2.0447195524300863, -0.06969488044242023] User Vector: [1.9508652386630863, -0.4970128016453353] Predicted: 4.023611545439623 Movie Vector: [1.9751331148758038, -0.7484517417528563] User Vector: [1.6874386874671816, -0.10927321738619061] Predicted: 3.414701760818625 Movie Vector: [1.7735274203752378, -0.0902492388512575] User Vector: [1.477233921301339, -0.216730452771899] Predicted: 2.6394746241349134 Movie Vector: [1.8821606958114845, 0.5672451819467619] User Vector: [1.8162431980118452, -0.7260922583657263] Predicted: 3.0065892261260485 Movie Vector: [1.8752317452377845, 0.4871838714828948] User Vector: [1.5731613693560713, -0.7230229760819097] Predicted: 2.597797007539579 Movie Vector: [1.43236451659893, 1.362788429082921] User Vector: [0.7977042718270673, -0.6862859488327716] Predicted: 0.20734074359298404 Movie Vector: [1.4104189724269323, -0.8228732074322526] User Vector: [2.1130847912866604, -0.5248556048363767] Predicted: 3.4122244949680143 Movie Vector: [1.4510762804020305, 0.07410705976142266] User Vector: [2.0562649254161434, -0.7215195314590999] Predicted: 2.930327568457143 Movie Vector: [2.019577585038352, -0.7513298257305183] User Vector: [1.8844219643586066, 0.3054368342275018] Predicted: 3.576252556540752 Movie Vector: [1.9070303332596028, -0.6674338321655632] User Vector: [1.8414483703484743, -0.6484701535710542] Predicted: 3.9445088190289233 Movie Vector: [2.2438221910375806, -0.5169257835689701] User Vector: [1.435854662532347, 0.10100280966781662] Predicted: 3.169591598364653 Movie Vector: [-0.7085485351486318, 0.053704318315692806] User Vector: [2.26550023987877, -0.07338669291205875] Predicted: -1.6091580586612617 Movie Vector: [2.6362334444327824, 0.5885381359255761] User Vector: [1.636991794658304, -0.4148277347655925] Predicted: 4.071350575591092 Movie Vector: [0.6125637158064048, -1.616218150863417] User Vector: [1.739409943251681, -0.08016428553487596] Predicted: 1.1950623914813214 Movie Vector: [2.306242363570749, -0.729268034594006] User Vector: [1.8334659256424082, 0.0008626752996666338] Predicted: 4.2277876683596975 Movie Vector: [1.8373491666449044, -0.5218011194575456] User Vector: [2.2110337273304617, -0.22393247449855436] Predicted: 4.1792891922106445 Movie Vector: [2.1492323817013177, -0.1965366283736455] User Vector: [1.696976876507613, 0.8424986078098793] Predicted: 3.4816158182000763 Movie Vector: [1.6490878921973455, -0.24511043283594525] User Vector: [2.0090731094653744, -0.3375313505216243] Predicted: 3.3958705947806775 Movie Vector: [1.862491581560808, 0.31057203070621137] User Vector: [2.1344049355707386, -0.1418798583734493] Predicted: 3.9312473084109882 Movie Vector: [1.4536138002203283, -0.5682913213096284] User Vector: [1.6455499126209951, 0.018212214908006966] Predicted: 2.3816442182631876 Movie Vector: [1.4204937922955756, 0.08332413323337778] User Vector: [1.834208433963711, -0.6888577366143495] Predicted: 2.5480832203971437 Movie Vector: [1.8017987971448157, -0.3855690669777569] User Vector: [1.6285274398439293, -0.4167173988295944] Predicted: 3.0949521208882427 Movie Vector: [1.8809339582942124, -0.2256664998556013] User Vector: [1.8946084148605882, -0.7055668704343208] Predicted: 3.7228561112462333 Movie Vector: [0.008081531287023963, -1.0917192207147541] User Vector: [1.4697586438702097, 0.1467796302412586] Predicted: -0.14836424307897556 Movie Vector: [1.8790258359797485, -0.7310098465687526] User Vector: [1.2560451697512711, -0.0019394336899453135] Predicted: 2.3615590702443243 Movie Vector: [1.7946565176566787, -0.4611121316080915] User Vector: [1.732534690683028, -0.14472852585286883] Predicted: 3.176040753761107 Movie Vector: [1.489267868254691, -0.4874239327942244] User Vector: [1.6364813024441616, -0.4149904719868841] Predicted: 2.6394353086576547 Movie Vector: [1.3594745015138687, 0.8794839359766986] User Vector: [0.059434957291979784, -0.49419062061364244] Predicted: -0.3538324032030414 Movie Vector: [1.3990771626241922, -0.18125804667889725] User Vector: [1.5841867080241723, -0.486935356115264] Predicted: 2.3046603960377645 Movie Vector: [1.9457515592480916, -0.5177559201084977] User Vector: [1.7663501180182644, -0.10700128790610287] Predicted: 3.492279046584707 Movie Vector: [1.655139612584258, -0.2169337541093389] User Vector: [1.6524271292821988, -0.055232679898214135] Predicted: 2.746979431183695 Movie Vector: [1.9277620332024779, -0.4481978183265518] User Vector: [0.7702853296885747, -0.4907819077582103] Predicted: 1.7048941936378605 Movie Vector: [1.733078525566901, -0.43604584940161834] User Vector: [1.8109349289173116, -0.6701809838234879] Predicted: 3.43072207284974 Movie Vector: [1.5099102014897356, 0.2847303713245044] User Vector: [1.1803622748993274, 1.284123760779515] Predicted: 2.1478700755574964 Movie Vector: [1.9710193945622692, -0.51077940187658] User Vector: [0.8889174245048734, -1.0163849263484734] Predicted: 2.2712219686200923 Movie Vector: [2.1961734658624987, -0.44287100765215626] User Vector: [1.9226339202365217, 0.3978947689875135] Predicted: 4.046221542909623 Movie Vector: [1.2882603412685076, -0.14835342837531007] User Vector: [1.652592064279251, -0.15921888712114465] Predicted: 2.152589484472539 Movie Vector: [1.23548131006967, -0.9927117732806001] User Vector: [0.82573545342628, -0.8425270957782215] Predicted: 1.8565672870570258 Movie Vector: [1.2071194675311132, -1.289648752752766] User Vector: [1.8461939893012997, -0.13941739007659892] Predicted: 2.4083761685488585 Movie Vector: [1.7123444837104393, -1.1879407719789274] User Vector: [1.9475816602564042, -0.26069875584044594] Predicted: 3.644625393782718 Movie Vector: [1.6115549954572337, -0.5266383175472427] User Vector: [0.9529708896846113, -0.10973759729200487] Predicted: 1.5935570214060981
avg loss: 9.050075780626228: 77%|███████████████████████████████████▎ | 53826/70000 [01:27<00:26, 611.53it/s]
Movie Vector: [1.8182700736165467, -0.6680698216970823] User Vector: [2.16914438069188, -0.9314370527352906] Predicted: 4.566355298508465 Movie Vector: [0.7940561522003866, -1.2673745397014642] User Vector: [2.4584299071204945, -0.20330045622327642] Predicted: 2.2097892146295264 Movie Vector: [1.4918733131251112, -0.5161311420185781] User Vector: [1.9459925204554014, -0.5308201671371635] Predicted: 3.1771471278794823 Movie Vector: [1.8150176740694894, 0.12996793490022934] User Vector: [1.6868921926776124, -0.3504744560572187] Predicted: 3.016188702670663 Movie Vector: [2.053202771518435, -0.6768579384387535] User Vector: [2.309778775090253, 0.6343111219827853] Predicted: 4.313105664255723 Movie Vector: [1.4878160597700019, -0.30525740504540455] User Vector: [1.7377170796114134, -0.5813364058792534] Predicted: 2.7628606210996107 Movie Vector: [0.9477645511377019, -1.0262870061591862] User Vector: [1.8915743354210501, -0.7228692330812361] Predicted: 2.534638402017457 Movie Vector: [2.1278709207565067, 0.6384108009904695] User Vector: [1.6267371947307532, -1.3661592051850553] Predicted: 2.5893159799178904 Movie Vector: [1.8490204361968896, -0.5163607716498085] User Vector: [1.7583040326749002, -0.28501116299437] Predicted: 3.398308673515876 Movie Vector: [1.792440006808869, -0.8773588841751268] User Vector: [1.4534487162815333, -0.5318872388301076] Predicted: 3.0718756212749856 Movie Vector: [0.8109849314227928, -0.6543496234174779] User Vector: [2.014154688249533, -0.2636292265403159] Predicted: 1.805954786833441 Movie Vector: [1.3752553433540862, 0.10031394473393639] User Vector: [2.013734190533789, -0.11984559507378588] Predicted: 2.7573765212255714 Movie Vector: [1.452422257296315, -0.31270487173146566] User Vector: [2.0261281740297052, -0.4339069849028376] Predicted: 3.0784784841533144 Movie Vector: [1.5705033115715863, -0.4573109580252233] User Vector: [1.338354857710814, -0.018430764371482482] Predicted: 2.1103193266046123 Movie Vector: [2.1284274239291645, -0.33995940716137807] User Vector: [1.846210437311738, -0.604846712942621] Predicted: 4.13514825507404 Movie Vector: [1.5256181323733735, -0.6020456822233725] User Vector: [2.0257966238671736, 0.3728457205861598] Predicted: 2.8661219056581633 Movie Vector: [1.2947901522130623, -1.537403754642714] User Vector: [1.6321494254620537, 0.0403061464108988] Predicted: 2.0513241822011796 Movie Vector: [1.9150918288879322, -0.6287934476313419] User Vector: [2.057355382045231, 0.15204084955136937] Predicted: 3.8444221913032277 Movie Vector: [1.6388562064412353, 0.733067902668401] User Vector: [1.9419667616185563, -0.11459165457450846] Predicted: 3.098600816098921 Movie Vector: [-0.19216881971985234, -0.7716750552050982] User Vector: [1.7072998514798543, -0.0621359645625749] Predicted: -0.2801410234827158 Movie Vector: [1.9114980382993416, -0.8824049478311845] User Vector: [1.4658712032292271, -0.2651343782598519] Predicted: 3.0359658165888015 Movie Vector: [2.1849745670266927, -0.3237559255901387] User Vector: [2.2670604713942333, -0.6141051833802219] Predicted: 5.15228966396291 Movie Vector: [1.560188489091083, -1.2784466416981792] User Vector: [0.25239575840003314, 0.3243574021535773] Predicted: -0.020888674542040908 Movie Vector: [1.7540716627326038, 0.5560088864942138] User Vector: [1.8184992857378635, -1.2891914151090498] Predicted: 2.4729761826195844 Movie Vector: [1.7864205594434306, -0.20656738927545104] User Vector: [1.8941215038977877, -0.3944407813852567] Predicted: 3.4651761990814394 Movie Vector: [2.431517569245534, 0.3126454534971144] User Vector: [1.9755065428741896, 0.02212340567031088] Predicted: 4.810395649356793 Movie Vector: [2.0033181800287516, -0.7654312170477214] User Vector: [0.5668158087882597, -0.15071685125785705] Predicted: 1.250875797361123 Movie Vector: [1.762496161928712, -0.9413238827714663] User Vector: [0.9733688614727726, -1.0812672034405826] Predicted: 2.733381524742816 Movie Vector: [2.0816863942093438, -1.4208384113657828] User Vector: [1.7669218318545086, -0.5407001708295592] Predicted: 4.4464247087496584 Movie Vector: [1.554126589842651, -0.7469951382204572] User Vector: [2.0663149220310366, -0.4072947430722014] Predicted: 3.515562156214763 Movie Vector: [1.7924496376544958, 0.48399607429151703] User Vector: [2.0574721143158166, -0.6186758777089093] Predicted: 3.3884784497196443 Movie Vector: [1.847076546233596, 0.556706408286956] User Vector: [2.019780809016484, -0.5352856719048268] Predicted: 3.4326927970534595 Movie Vector: [2.0034917634251697, 0.25100827563496403] User Vector: [1.8067794748440777, 0.0385849884052124] Predicted: 3.6295529475807506 Movie Vector: [1.783028606034137, 0.2336277915552242] User Vector: [1.40045916518639, -0.5057886476419851] Predicted: 2.3788924683677197 Movie Vector: [1.834916753883632, 0.3035099983700667] User Vector: [2.3512930958510116, 0.2545830518120308] Predicted: 4.39169559650845 Movie Vector: [2.018644217720948, -0.7055489217595867] User Vector: [1.603964319795586, -0.3461050369816585] Predicted: 3.482027335244044 Movie Vector: [0.7289393842494613, -0.1652699726742037] User Vector: [1.7320191064702068, -0.6677224772206187] Predicted: 1.3728914165428978 Movie Vector: [2.117259197507304, -0.0783970228992327] User Vector: [1.7885581981903436, -0.640372562463283] Predicted: 3.837044597839071 Movie Vector: [1.8911845126556073, 0.0012487481040647404] User Vector: [1.8903359971686333, -0.46370475584302473] Predicted: 3.5743951111260084 Movie Vector: [0.663526464720862, -0.696350615644954] User Vector: [1.5163801559211847, -0.46626864046097893] Predicted: 1.3308448188721913 Movie Vector: [2.171489243163478, 0.37498581769144973] User Vector: [2.0394902541513895, -0.7560520464255349] Predicted: 4.145222353580317 Movie Vector: [1.8312640224315206, -0.23902558363047954] User Vector: [1.8519969770189786, -0.6909966206749883] Predicted: 3.5566613042103197 Movie Vector: [1.9778266664524773, -0.6469483861158283] User Vector: [2.0705828451263795, -0.20953842349866533] Predicted: 4.23081451110171 Movie Vector: [1.8195105163533438, -0.5199944291967297] User Vector: [1.9223632306551743, -0.001409782052676348] Predicted: 3.4984931932418517 Movie Vector: [1.0536399403331131, -0.5530367818966302] User Vector: [1.9264997187292427, -0.691898496818604] Predicted: 2.412482366773315 Movie Vector: [1.7752558342818352, -0.019713791707633883] User Vector: [1.8025655833771208, -0.4640440161620296] Predicted: 3.2091631356436654 Movie Vector: [1.8299597246688233, -0.25937129850092056] User Vector: [2.1503902288587824, -0.5466205170147869] Predicted: 4.076905184418315 Movie Vector: [1.869507544332851, -0.29647812333824747] User Vector: [1.5770529887642528, -0.35539547173653346] Predicted: 3.0536794428108003 Movie Vector: [1.8456285360663693, -0.5380296330379025] User Vector: [2.0325244279653623, -0.6764774549057947] Predicted: 4.115250001326226 Movie Vector: [1.117832435914875, -0.8948227232742617] User Vector: [2.1395826234489452, -0.17355722421401754] Predicted: 2.5469978038261822 Movie Vector: [1.736948073353896, -1.2248344420072335] User Vector: [1.8175817148814903, 0.10556915824091917] Predicted: 3.0277403167994854 Movie Vector: [1.3726983896471252, -0.7820865140860255] User Vector: [1.6866471295603553, -0.5536846151601125] Predicted: 2.748287069224081 Movie Vector: [2.604390525679532, -0.15990223370512502] User Vector: [2.0349345229108344, -0.5616302245345874] Predicted: 5.389570119266566 Movie Vector: [1.8213655078501279, -0.010682222630815977] User Vector: [1.4308964481393471, -0.4074290624972734] Predicted: 2.610537683898127 Movie Vector: [1.3389618483667312, -0.4342998159870448] User Vector: [1.8687963084318948, -0.26741791363926193] Predicted: 2.6183865100440644 Movie Vector: [1.8333982196984313, 0.4047174029243597] User Vector: [2.1052097510077217, 0.30041220253717005] Predicted: 3.981269856006965 Movie Vector: [1.9466825553495861, -0.30178098559076977] User Vector: [1.8567264892366602, -0.3901167209003768] Predicted: 3.732186875181242 Movie Vector: [1.759150551686582, 0.2422515694682091] User Vector: [1.8332660409539288, -0.6027791915122971] Predicted: 3.0789667621457473 Movie Vector: [1.991315662811577, -0.16820539606044996] User Vector: [1.372290607701783, 0.15258710349926763] Predicted: 2.706997806867966 Movie Vector: [1.457523204378282, 0.07184490885411383] User Vector: [1.7942829239587426, -0.3794875320600653] Predicted: 2.587944749737452 Movie Vector: [1.4782362055784124, -0.18404670694519842] User Vector: [2.0667349319300983, -0.28656601588873826] Predicted: 3.1078639352594344 Movie Vector: [2.39699985784583, -0.1592271688582294] User Vector: [1.5983965513237155, 0.01821566083013404] Predicted: 3.8284558782013467 Movie Vector: [1.9139855264554884, -0.4133104373478293] User Vector: [2.0595597550831486, -0.28567267579501904] Predicted: 4.060039060670521 Movie Vector: [2.3709644245222137, -1.1189509727849802] User Vector: [1.600318272531763, -0.276333752878869] Predicted: 4.1035016136827895 Movie Vector: [1.4577744920201374, -0.24554863384861494] User Vector: [2.297225485874216, 0.13227271282805808] Predicted: 3.316357331795619 Movie Vector: [1.4429171614589447, -0.056922260344580956] User Vector: [2.0388423838663643, 0.5292594297541764] Predicted: 2.9117540221403506 Movie Vector: [1.1289967722239926, -1.231978049343158] User Vector: [1.66972090677955, -0.0936672529493331] Predicted: 2.0005055138448817 Movie Vector: [1.6788324390372988, 0.26667434589646] User Vector: [1.8941353777158247, -0.38966478959829065] Predicted: 3.0760223131524875 Movie Vector: [1.7994241548147503, -0.7781941359976468] User Vector: [1.9061766667361133, -0.592738712879181] Predicted: 3.8912861280106 Movie Vector: [2.2396016669920353, -0.14447213260625202] User Vector: [1.9248921666900403, -1.259944899659376] Predicted: 4.493018631919085 Movie Vector: [1.9937634637544854, -0.7638581745653201] User Vector: [2.0993844330765348, -0.9025658598555891] Predicted: 4.875108289177187 Movie Vector: [1.9445477503383475, -0.20074129432388826] User Vector: [2.0943380814289014, -0.5039741305336066] Predicted: 4.173708823959573 Movie Vector: [1.4868117350083812, -0.6165989042062775] User Vector: [2.046171983230156, 0.18586858670534923] Predicted: 2.927666149623081 Movie Vector: [2.0773021312639304, -0.9033351008023768] User Vector: [2.196209969175112, -0.21972257594445746] Predicted: 4.760674764959895 Movie Vector: [1.016460894952125, -1.1689701362315967] User Vector: [1.9405409397483544, -0.5445060318807142] Predicted: 2.6089952705743746 Movie Vector: [1.6606068440391841, 0.017733783047744266] User Vector: [2.007924474679456, 0.12100541076608978] Predicted: 3.3365190086686165 Movie Vector: [2.0004171769206835, -0.26877153724640507] User Vector: [1.834096077174498, -0.5321584925287496] Predicted: 3.8119863529983915 Movie Vector: [1.0103476168629126, 0.3448941781624341] User Vector: [1.053749728149678, -0.9999938893875706] Predicted: 0.7197614559581869 Movie Vector: [1.9752237991984123, -0.054491360240303724] User Vector: [1.6524306098990635, -0.20820460801463928] Predicted: 3.275265619495595 Movie Vector: [1.2152559030226728, 0.7230884603235295] User Vector: [1.3459818033603566, -0.8596245003548626] Predicted: 1.0141277754767948 Movie Vector: [1.3530295627397873, -0.1961818747277687] User Vector: [1.8061069464132857, -0.13829423660125365] Predicted: 2.47084691456734 Movie Vector: [1.7146224661137142, -0.8423537726942194] User Vector: [1.7168486767401965, -0.2099817373139362] Predicted: 3.1206262206796236 Movie Vector: [2.157024531154424, -1.1324349346133271] User Vector: [2.100623479847333, 0.5279798801891935] Predicted: 3.933193515650466 Movie Vector: [1.3685371329413647, -0.4568081813302933] User Vector: [1.6029016759894208, -0.7740260720976047] Predicted: 2.5472119063426075 Movie Vector: [1.2948498163591924, -1.7287212006536872] User Vector: [2.1439198591811697, -0.02253189071791885] Predicted: 2.8150055931244418 Movie Vector: [1.8639690609961, -0.10351826648360793] User Vector: [1.7725519067947755, 0.0419622068059696] Predicted: 3.2996380583687235 Movie Vector: [1.6592574246459926, -0.4856012581581875] User Vector: [2.1623697481280146, -0.19179827386134402] Predicted: 3.68106554251093 Movie Vector: [2.338624404228509, -0.008428752883910297] User Vector: [1.461855254283054, -0.1805106253407852] Predicted: 3.420251852569941 Movie Vector: [1.7330300599638524, -0.21042748579119477] User Vector: [1.9971694124693833, -0.2284029552051201] Predicted: 3.5092168862608797 Movie Vector: [1.9933991539432996, -0.024656992038804146] User Vector: [2.1440572263041138, -0.5457229021253055] Predicted: 4.287417746173735 Movie Vector: [1.8631781185653555, 0.007621260410436134] User Vector: [1.4162508012875314, 0.16245152199584453] Predicted: 2.639965588712782 Movie Vector: [1.1633766485524382, -0.7464900698883089] User Vector: [1.5511539990012053, -0.6254474644346473] Predicted: 2.27146666218402 Movie Vector: [2.1124542908932558, -0.2147958579086206] User Vector: [1.3800642558905796, 0.19215475916086402] Predicted: 2.874048612719281 Movie Vector: [1.9284327059374433, -0.057848388460429306] User Vector: [1.7472690444992511, -0.25841636924295874] Predicted: 3.3844397419969225 Movie Vector: [1.9587716176244314, 0.6055460501871954] User Vector: [2.039100622971641, -0.5951491289441492] Predicted: 3.6337422214526676 Movie Vector: [0.8040791096133213, -0.20037368560834315] User Vector: [1.7831403791601335, -0.27750052645676504] Predicted: 1.4893897316350377 Movie Vector: [1.9779454411096256, -0.4701404650450848] User Vector: [1.9305201256144828, 0.10051783021091777] Predicted: 3.7712059819888646 Movie Vector: [1.9944937964398397, -0.6982342859353375] User Vector: [1.8248911053233714, 0.773323615793427] Predicted: 3.0997729260752496 Movie Vector: [1.9337287334620181, -0.3624249690607449] User Vector: [1.8252353076399825, -0.4175321233518236] Predicted: 3.680834026600472 Movie Vector: [1.7582894721488223, -0.01534605114026304] User Vector: [2.0863579002383976, -0.44687437693631565] Predicted: 3.675278888165435 Movie Vector: [2.009947165682676, -1.0248130531731687] User Vector: [1.9366441760452149, -0.9511096629458138] Predicted: 4.867262070163944 Movie Vector: [1.7202983247349404, 0.03277198340264023] User Vector: [1.4861608584289328, 0.6245991494342444] Predicted: 2.5771093880004963 Movie Vector: [1.4515581279962098, -0.8001103034632608] User Vector: [1.7402011024518478, -0.49693727230352464] Predicted: 2.923607686356923 Movie Vector: [1.9334004326067726, -0.2493267927359557] User Vector: [1.7509279050276232, -0.1971322344866928] Predicted: 3.4343951168131164 Movie Vector: [1.7521258591379585, -0.7980188337102997] User Vector: [2.1401672444889766, -0.14091898853650003] Predicted: 3.862298378828698 Movie Vector: [0.17286300284528489, -1.3751593106174764] User Vector: [1.8653336717588638, 0.7576864687427538] Predicted: -0.7194924222118173 Movie Vector: [1.8246980688388772, -0.12077737168200241] User Vector: [2.0668490566985733, -0.6303180221938798] Predicted: 3.8475036363837165 Movie Vector: [1.9707119511830082, -0.7592502197768574] User Vector: [1.5546978332967323, -0.4251328315979975] Predicted: 3.386643796381336 Movie Vector: [2.159263957937303, -0.2092846530532946] User Vector: [1.9381459683911135, -0.10750092717551432] Predicted: 4.207467029015257 Movie Vector: [1.6642571749601323, -0.243762131903426] User Vector: [2.093875996853374, -0.35148014296165664] Predicted: 3.5704257002100817 Movie Vector:
avg loss: 9.036058600559342: 77%|███████████████████████████████████▍ | 53894/70000 [01:27<00:25, 626.12it/s]
[0.4168345084323526, -1.1180198373052825] User Vector: [0.8893064920036287, -0.8936065560023916] Predicted: 1.3697634907967602 Movie Vector: [0.42799502939009304, -1.3773306903233806] User Vector: [1.519863778995921, -0.10701645622519143] Predicted: 0.7978911922889019 Movie Vector: [1.910090589245448, -0.8943623729838661] User Vector: [1.9179870448715295, -0.10554704224207881] Predicted: 3.757926307864849 Movie Vector: [1.695924783494712, -0.8878781962100922] User Vector: [1.9241071790915782, -0.2740675892579355] Predicted: 3.50647968791149 Movie Vector: [1.7004556539276654, -1.817895771095673] User Vector: [1.9443065979218437, -0.1984876839919396] Predicted: 3.6670370687485843 Movie Vector: [1.4904452875461185, -0.3138718050793241] User Vector: [2.0236292922963934, 0.03807052607841146] Predicted: 3.004159477702896 Movie Vector: [2.0908449848930255, -0.2783968904056654] User Vector: [1.9726380666614003, -0.43607243593042616] Predicted: 4.245881618842716 Movie Vector: [2.0997424078806812, 0.15252823734409107] User Vector: [2.068368470370554, -0.5731575681950368] Predicted: 4.2556182787631345 Movie Vector: [1.0959568117977097, 0.49174165416027255] User Vector: [1.6510164334047064, -0.36255051446203623] Predicted: 1.631161516881628 Movie Vector: [1.9040357600140319, -0.5428302073621818] User Vector: [1.4710172447688732, -0.9300646402209383] Predicted: 3.3057366191486137 Movie Vector: [1.5358493870854668, -0.824180779175423] User Vector: [1.7236415942019137, -0.026799067974459072] Predicted: 2.6693411627343906 Movie Vector: [1.6817028424784208, 0.016551191923237] User Vector: [2.0855725891404364, 0.08281973196508066] Predicted: 3.5086841166313367 Movie Vector: [2.0720043241529416, 0.05325175090091616] User Vector: [1.6291589934062523, 0.043856915979801514] Predicted: 3.377959936635447 Movie Vector: [2.325345091585163, 0.11040438030501716] User Vector: [1.96342559155654, -0.013144915610007855] Predicted: 4.564190805756611 Movie Vector: [2.354253762637657, -0.015412231071388581] User Vector: [2.1224397024698867, -0.006787418709066337] Predicted: 4.996866264776803 Movie Vector: [1.5244829978980543, -0.15830378898869701] User Vector: [2.0579475828301432, -0.011108010512581415] Predicted: 3.1390645407422193 Movie Vector: [1.7762282492860204, -0.8125396137840535] User Vector: [1.7766518923421004, -0.4844856042470467] Predicted: 3.5494030260843332 Movie Vector: [1.3114026512286252, -0.3186805732390203] User Vector: [1.9149796732610658, -0.5965457352749498] Predicted: 2.701416957444202 Movie Vector: [1.3918031797946144, -0.7883581450603625] User Vector: [2.055888696868357, -0.06292160386430094] Predicted: 2.910997184511869 Movie Vector: [0.578508285935114, -0.02425946435546358] User Vector: [1.9400262192535453, -0.4390465642711126] Predicted: 1.1329722772458721 Movie Vector: [2.0055622708629626, -0.7689307093118634] User Vector: [2.0689189925822244, -0.8573694855352332] Predicted: 4.808603599649673 Movie Vector: [1.8621025720452449, -0.6324914511036718] User Vector: [1.9293974607524442, 0.12175510808405171] Predicted: 3.5157269091733245 Movie Vector: [1.1022538783485047, -0.9470285635665922] User Vector: [1.9114217305923393, -0.7443609883341092] Predicted: 2.811803133262077 Movie Vector: [1.5267329090755328, 1.0287779231109786] User Vector: [1.4605038304091162, 0.07610065013085718] Predicted: 2.308089930505487 Movie Vector: [1.4096366676896541, -0.2921418766685939] User Vector: [1.999179216888273, -0.6635661428235612] Predicted: 3.011971787667013 Movie Vector: [2.020658554723807, -0.6857952266724481] User Vector: [2.008155853316012, -0.19232800562197366] Predicted: 4.189694932432667 Movie Vector: [1.8160010582875439, 0.2184706435282428] User Vector: [2.0714744573810684, -0.4558866391636406] Predicted: 3.6622019593856274 Movie Vector: [2.216335437399444, -0.3084522323014641] User Vector: [1.9994026981340047, 0.01581298325957512] Predicted: 4.426469503520697 Movie Vector: [1.4070384159032023, -0.30520749865578123] User Vector: [2.1603140833651775, -0.2692399574286004] Predicted: 3.12181895965649 Movie Vector: [1.8351726093781675, 0.40497060729584505] User Vector: [1.8989736792763947, -0.9395459858823829] Predicted: 3.1044559736529584 Movie Vector: [0.9352212907838021, -0.08224423279783719] User Vector: [2.110589636924929, -0.9068588397967245] Predicted: 2.0484522740948665 Movie Vector: [2.1391042487111545, -0.43948324237206465] User Vector: [2.0793707486073747, -0.6311468371433685] Predicted: 4.72536926139237 Movie Vector: [2.2242365890039446, -0.8827437156399289] User Vector: [-0.17058114589016315, -1.2506545505604025] Predicted: 0.7245946188605545 Movie Vector: [1.9044962153771716, -0.45756638594329785] User Vector: [2.0435915752480263, -0.44551992548446356] Predicted: 4.0958673630061915 Movie Vector: [0.9095443383816209, 0.4905306583750921] User Vector: [1.6712724257632898, -0.0577026714819232] Predicted: 1.4917914433142885 Movie Vector: [1.6621410224710995, -0.5676053585072374] User Vector: [2.5419487197453585, -0.7475287753188081] Predicted: 4.649378582615961 Movie Vector: [0.9041842272843521, -0.5385198679917726] User Vector: [1.3573384874915846, 0.19848070611463117] Predicted: 1.1203982478201246 Movie Vector: [1.9775552607891238, -0.07152768572650432] User Vector: [2.005814386853728, -0.2720212838174153] Predicted: 3.986065845788913 Movie Vector: [2.172970728810428, 0.26170510995900226] User Vector: [2.3025273762339697, -0.6473368340831621] Predicted: 4.833913233496846 Movie Vector: [1.9094338532660027, -0.756283102502089] User Vector: [2.423874495954768, 0.3217023571284273] Predicted: 4.38492996191278 Movie Vector: [2.3728654135035008, 0.45259135580409576] User Vector: [2.0821921550241926, -0.05186819254000864] Predicted: 4.917286653340436 Movie Vector: [2.0172459697078833, -0.4439931973870215] User Vector: [1.5256481192751097, 0.20243887121177895] Predicted: 2.98772603809539 Movie Vector: [1.478035459310653, -0.8894626635024042] User Vector: [2.0329277910462435, -0.44640804804048795] Predicted: 3.4018026528034273 Movie Vector: [1.6799657265097472, -0.44461432300493464] User Vector: [2.0122963404591894, -0.31396295715906763] Predicted: 3.5201813111983338 Movie Vector: [2.3594751834025836, 0.31183866147042655] User Vector: [1.9697850893766096, -0.22572581970135017] Predicted: 4.577268997545566 Movie Vector: [1.6542378280364938, -0.3418835858241841] User Vector: [1.5772511850322959, 0.18595189661288974] Predicted: 2.5455746733909885 Movie Vector: [1.2406782340178142, 0.5098998417937296] User Vector: [2.5223986620741456, -0.30539949687676393] Predicted: 2.973761962409702 Movie Vector: [2.1534402421489425, -0.4709797159235012] User Vector: [1.5613818434793731, -0.01899566850057222] Predicted: 3.37128906966336 Movie Vector: [1.864242328984293, 0.47209013791323245] User Vector: [1.5305028484492909, -0.947023661295557] Predicted: 2.4061476638420864 Movie Vector: [-0.07839954908140562, -1.1944497208746696] User Vector: [2.0530903952571324, -0.3289046085337103] Predicted: 0.23189865664595868 Movie Vector: [2.2446101970324888, -0.5789411920225088] User Vector: [2.1772497597901888, 0.8228182158440459] Predicted: 4.4107136536130085 Movie Vector: [1.7082717580689377, -0.35412429172256] User Vector: [1.3995624760771828, 0.12057985206590738] Predicted: 2.348132796826834 Movie Vector: [1.9665719826116441, -0.9863449188018842] User Vector: [1.8789996677498169, -0.24021467975732091] Predicted: 3.9321226307336334 Movie Vector: [1.5366530127189777, -0.7039004982283655] User Vector: [1.6348123402226782, -0.3431226849116749] Predicted: 2.7536635366961235 Movie Vector: [2.2874485218008926, -0.7292768773997839] User Vector: [2.024346732338562, -0.16276193912295758] Predicted: 4.749287459223436 Movie Vector: [1.5973927788728393, -0.1949155539321593] User Vector: [2.229807831641268, -1.0058351011537663] Predicted: 3.757931834443661 Movie Vector: [0.39969710087504945, -0.14779588551257064] User Vector: [1.348883775207843, 0.7535381309281026] Predicted: 0.4277750990399604 Movie Vector: [2.0320721241836863, -0.20228210391973284] User Vector: [1.9895060442537233, -0.43314089958240615] Predicted: 4.130436425884161 Movie Vector: [1.445852574994439, -0.6355399691339851] User Vector: [1.7185819401226883, -0.8299153757455149] Predicted: 3.0122605157504516 Movie Vector: [2.113396232028739, -0.8550172234744075] User Vector: [2.296146030540333, -0.41504733356412676] Predicted: 5.207538987886142 Movie Vector: [1.469124670975475, -0.13700979410583514] User Vector: [1.8720802765084994, -0.5516314330663595] Predicted: 2.8258982293319543 Movie Vector: [2.371673269970125, 0.1825299307790176] User Vector: [1.565944789299934, -1.1083114337156856] Predicted: 3.511609389753935 Movie Vector: [1.6614047969562886, 0.44954232254081505] User Vector: [1.8226554509982706, -0.07528871509582491] Predicted: 2.9943230456417633 Movie Vector: [1.7453534046425356, -0.7767718099280567] User Vector: [0.9870376306775599, -0.6892699338048356] Predicted: 2.258134943223955 Movie Vector: [1.3768184146652216, -0.7876675969060764] User Vector: [1.5832601441914869, -0.4078575265082605] Predicted: 2.501117879513171 Movie Vector: [2.304303973452793, 0.2312679589853211] User Vector: [1.5522124695920594, -0.3900953822917341] Predicted: 3.4865527984517475 Movie Vector: [2.5468426378168876, 0.00981491307916453] User Vector: [1.8128446253156492, -0.40257742919213774] Predicted: 4.613078725015921 Movie Vector: [2.270318474013566, 0.23980904898159275] User Vector: [1.7040604153705186, 0.06686074110265403] Predicted: 3.8847936525889506 Movie Vector: [1.6250035434162764, -0.446940048936149] User Vector: [2.126047491830547, -0.35619227058240366] Predicted: 3.614031298540704 Movie Vector: [1.7539646872503005, -0.3393634121458969] User Vector: [1.9673652101923917, 0.14533505464535157] Predicted: 3.401367705553363 Movie Vector: [1.5831413569254715, -1.2489495826749573] User Vector: [2.041952478581256, -0.042588311366108314] Predicted: 3.2858900714259915 Movie Vector: [1.9837875155978475, -0.4871863407940693] User Vector: [1.861616902863061, 1.0919726031754562] Predicted: 3.161058233937246 Movie Vector: [1.1417711990513872, -1.3908940095214688] User Vector: [1.8193129593650446, -0.5852505344046861] Predicted: 2.891260601436671 Movie Vector: [2.00213328008282, 0.534740307298964] User Vector: [1.5006777407814351, 0.040554870911429626] Predicted: 3.0262431716316587 Movie Vector: [2.1809709419462666, 0.04400703436990259] User Vector: [1.7953609558112167, -0.5193118323017479] Predicted: 3.8927767012763383 Movie Vector: [2.0539355059661157, -0.5192200263744725] User Vector: [1.9454771180817192, -0.6489166930595299] Predicted: 4.3328150713578815 Movie Vector: [2.2108598013472145, -0.11190963579028675] User Vector: [2.1067550425770403, 0.3007533212226668] Predicted: 4.62408284027837 Movie Vector: [1.4407617431445041, 1.0242983308746294] User Vector: [2.2606244608928394, -0.20278563498546132] Predicted: 3.049308251430112 Movie Vector: [2.081376579640943, 0.5400575205317278] User Vector: [1.7837961284785178, -0.8803956375901224] Predicted: 3.237287199545502 Movie Vector: [1.4078055114723662, -2.0478275990050356] User Vector: [2.125287102791047, -0.6897015260005093] Predicted: 4.404380716790105 Movie Vector: [2.0758717171022254, 0.7309553185412146] User Vector: [1.6091448991204593, 0.46259978909508737] Predicted: 3.6785181609985735 Movie Vector: [2.3767622586251766, -0.013138034412384574] User Vector: [1.7739321359129119, -0.0023367777225345304] Predicted: 4.2162456506662895 Movie Vector: [2.015902921675402, -0.34959124466922503] User Vector: [2.2457305650491417, -0.8856538920020596] Predicted: 4.836791653829459 Movie Vector: [1.9563202409332727, -0.6447719832208693] User Vector: [2.0113281039703566, -0.3297810818139562] Predicted: 4.147435483105059 Movie Vector: [1.2170246456608909, -1.5246379589412669] User Vector: [1.8439531951075248, 0.2871607194607427] Predicted: 1.8063203506842704 Movie Vector: [2.0865658665815654, 0.2859971338202378] User Vector: [2.004166525795312, -0.6176779663432104] Predicted: 4.005171335671788 Movie Vector: [1.3632975492152557, -0.8638512218785557] User Vector: [2.040705064034383, -0.5000750190926028] Predicted: 3.214078628743323 Movie Vector: [2.0215151419267543, -1.0304942279199611] User Vector: [1.8108819824940634, -0.8839078348255752] Predicted: 4.571587269655074 Movie Vector: [2.452011956591531, -0.3257473792671846] User Vector: [2.204174228900478, 0.4736158782784688] Predicted: 5.2503824325463535 Movie Vector: [-0.44430797941584815, 0.7434548160403998] User Vector: [1.403540960330486, -0.7457971101779012] Predicted: -1.1780709014625907 Movie Vector: [0.9078173818361026, -0.7444821846618671] User Vector: [2.2129673997369967, -0.1147155136399007] Predicted: 2.0943739271271298 Movie Vector: [1.8076309023176835, -1.3375231092526805] User Vector: [2.0942248805527606, -0.32823449619515654] Predicted: 4.224606834404662 Movie Vector: [1.8020677497717348, -0.7308910171598269] User Vector: [1.6675303250125968, -1.2706634403495913] Predicted: 3.9337191148564976 Movie Vector: [2.130435655724608, -0.09153237070070477] User Vector: [2.1227716948272013, -0.006789592112378277] Predicted: 4.523049975084962 Movie Vector: [1.2176565287059888, -0.4188208072146351] User Vector: [1.915470846665528, -0.576551184791753] Predicted: 2.5738572146033043 Movie Vector: [2.435525148223554, -1.1300989471443201] User Vector: [0.6708524977241129, -0.7343900323971808] Predicted: 2.463811531360999 Movie Vector: [2.2410865787925345, -0.10951505999254624] User Vector: [1.6088956798268108, -0.7378648186681517] Predicted: 3.6864818246199884 Movie Vector: [2.3083058695259746, 0.3177023647650883] User Vector: [2.0146480267643216, -0.584320455767114] Predicted: 4.4647838746311805 Movie Vector: [0.8756733459087666, -0.6428412126754485] User Vector: [0.15913792652699885, -1.1250734567040392] Predicted: 0.8625964258394638 Movie Vector: [2.073281722478468, 0.6859231832372601] User Vector: [2.039796610177593, -0.5314409504345619] Predicted: 3.86454536103003 Movie Vector: [1.9126259671652157, -0.1425163550574293] User Vector: [2.0791377518008987, -0.5024049564965359] Predicted:
avg loss: 9.023273464373869: 77%|███████████████████████████████████▍ | 54014/70000 [01:27<00:29, 544.31it/s]
4.048213776570579 Movie Vector: [2.112345191515216, -0.5387026610643846] User Vector: [1.6773700771358842, -0.5578094955064267] Predicted: 3.843678076425786 Movie Vector: [1.9725708784268159, -0.5467411109764252] User Vector: [1.6223069572923352, -0.03232062279213001] Predicted: 3.2177864730368957 Movie Vector: [0.597350966519267, -2.0021904765902163] User Vector: [1.6015482545606265, -0.7505737924348853] Predicted: 2.4594780969803645 Movie Vector: [0.823477011786293, -0.46381453954882534] User Vector: [1.7953623859610228, -0.8578752628064745] Predicted: 1.8763346726736048 Movie Vector: [1.7768631840666627, -0.2215441482895654] User Vector: [2.030258723524988, -0.3899642339857717] Predicted: 3.693886274043499 Movie Vector: [2.1975432364555725, 0.8366779768336808] User Vector: [2.036097974880489, -0.03518304166503865] Predicted: 4.4449764573403465 Movie Vector: [1.1181985898373767, 0.021039932705979057] User Vector: [1.9648839830894245, -0.08513325581352732] Predicted: 2.195339301111285 Movie Vector: [1.0768158192693507, -0.11603185825421453] User Vector: [2.090069053787803, -0.2777751617890067] Predicted: 2.282850188683273 Movie Vector: [1.7271666139146673, -1.0524101102926178] User Vector: [1.5971738073792674, -0.5373573723880753] Predicted: 3.324105608265932 Movie Vector: [1.571536402423739, 0.04773132756165718] User Vector: [2.019795060579865, -0.8227304340616121] Predicted: 3.1349114472937796 Movie Vector: [1.1506735939163795, -1.3937578001218702] User Vector: [2.0070543870521433, -0.2720661343185627] Predicted: 2.688658781590427 Movie Vector: [2.130554964619849, 0.2560206887423931] User Vector: [1.6527208638258537, -0.8009654349834131] Predicted: 3.316148919231674 Movie Vector: [1.7217076836858887, -1.2956060024899405] User Vector: [2.044306575635048, -0.2657987588457951] Predicted: 3.864068806495437 Movie Vector: [2.141169395573603, -0.2082810226443076] User Vector: [1.9109360467138212, -0.725043439261009] Predicted: 4.242650569112872 Movie Vector: [2.1968963203744374, -0.11651919862369475] User Vector: [1.8543949745301607, -0.3552174410912989] Predicted: 4.115303147639277 Movie Vector: [2.1824845557763166, -0.42748706778352996] User Vector: [1.8868975721492256, -0.37492232792622143] Predicted: 4.278399256159269 Movie Vector: [1.9086077839207483, -0.4398485536073032] User Vector: [1.8205456922359982, -0.5983304739209712] Predicted: 3.7378824727183244 Movie Vector: [1.541641926016132, 0.1550651749966481] User Vector: [0.8848298137502185, 0.38598099692560156] Predicted: 1.4239429491000313 Movie Vector: [1.6371395754384364, 0.2547727590379559] User Vector: [1.8058842462579336, -0.5190994962290996] Predicted: 2.824232157340173 Movie Vector: [1.9959119831176593, 0.3139363822102285] User Vector: [2.2908156209875297, -0.1785572234245461] Predicted: 4.516210740302727 Movie Vector: [1.6323085815976974, -0.27015220782290944] User Vector: [1.8223151384073617, -0.5145066566100939] Predicted: 3.1135757480205326 Movie Vector: [1.891058261353894, -0.03829271979736332] User Vector: [1.8515182664162113, -0.3757884284477604] Predicted: 3.515718874747658 Movie Vector: [1.7974879414936185, 0.02147159227656592] User Vector: [1.909785496836759, -0.630614391788228] Predicted: 3.4192761062992614 Movie Vector: [0.5421420935600489, -0.9679468609416977] User Vector: [2.0071430847109775, -0.6645054029906095] Predicted: 1.7313626729233422 Movie Vector: [2.278692972492175, -0.42579335200394036] User Vector: [0.29426042600054986, 0.6886730623739894] Predicted: 0.37729675314696703 Movie Vector: [2.068101232144564, -0.34905789687817423] User Vector: [1.562985954666661, 0.659962180831202] Predicted: 3.0020481678106963 Movie Vector: [1.6581355073850077, -0.26753902133523755] User Vector: [1.983233462618415, -0.0981616563578863] Predicted: 3.3147318972763458 Movie Vector: [1.1148220353364962, -0.7322148247465778] User Vector: [2.054388629891607, -0.2845560111259532] Predicted: 2.4986338435650923 Movie Vector: [1.9366654391698437, -0.31161243517587806] User Vector: [2.5796940659013203, -0.2818519592913139] Predicted: 5.083832916456479 Movie Vector: [1.5032549971894227, -0.5262666744802882] User Vector: [1.7165524753179462, -0.12530932887007176] Predicted: 2.646362210245385 Movie Vector: [1.042838601339562, 1.1478337936850371] User Vector: [1.961770978870881, -0.29378595585999395] Predicted: 1.7085930555080915 Movie Vector: [1.6983685053952315, -0.9007392635967968] User Vector: [2.3797564745744237, -0.9467776554901227] Predicted: 4.894503255123664 Movie Vector: [1.1207680939848106, -0.32519509309830513] User Vector: [1.5788316786337806, -0.6421332352161917] Predicted: 1.9783227483928667 Movie Vector: [1.817976076171878, -1.0029537685170042] User Vector: [1.8595554786884008, -0.36956678425023254] Predicted: 3.7512857715523387 Movie Vector: [2.143898148585492, -1.0576972010724146] User Vector: [1.6029749908430813, -0.026962345972057676] Predicted: 3.465133112966319 Movie Vector: [1.762987285020985, -0.644331227745114] User Vector: [1.7162101594614891, 0.05025679528673285] Predicted: 2.9932746669448065 Movie Vector: [2.3001803531832903, -0.37550531135888815] User Vector: [1.9283438763230598, 0.7098334255169846] Predicted: 4.168992477037909 Movie Vector: [1.8564641336803949, 0.8261936949319129] User Vector: [1.9201060673697143, -0.14086646351383764] Predicted: 3.4482250629514977 Movie Vector: [2.201459212351399, -0.44684783336614864] User Vector: [2.182848608557764, -0.5437335076491905] Predicted: 5.0484183182995395 Movie Vector: [2.279673082605521, -0.013010140104012281] User Vector: [2.206169853454299, -0.2800237401057651] Predicted: 5.0329891786667575 Movie Vector: [1.513099354450279, -0.26766635184264875] User Vector: [2.2077831148083695, 0.3160753238192681] Predicted: 3.255992476948583 Movie Vector: [2.302346257057831, -0.5571217927155158] User Vector: [2.072627100578092, -0.004635171922727074] Predicted: 4.774487602583729 Movie Vector: [2.3773150747989815, -0.7427242025019369] User Vector: [1.7167437099113618, 0.05006179489203271] Predicted: 4.04405859445161 Movie Vector: [1.644213669641231, 0.19980908308560988] User Vector: [2.1908154755586953, 0.1257914831477297] Predicted: 3.627303033482888 Movie Vector: [2.265797034644187, -0.6499636836091975] User Vector: [1.9842754707579862, -0.3814268117873271] Predicted: 4.743879053177246 Movie Vector: [1.822595157761691, -0.42698305737674525] User Vector: [1.1803441751432506, 0.3557411413234981] Predicted: 1.9993941379513058 Movie Vector: [1.5662578568187202, -0.43709795482653463] User Vector: [1.8323592615927122, 0.4013512674755068] Predicted: 2.694517271803553 Movie Vector: [0.3643400390193863, -1.4508209914113426] User Vector: [-0.1627341028876147, 0.0420376537772901] Predicted: -0.12027965992563315 Movie Vector: [1.3241281593959955, 0.47182785437887725] User Vector: [1.5779647982663472, -0.007703200387729442] Predicted: 2.0857930394092987 Movie Vector: [2.2973450079601445, 0.5099587684564951] User Vector: [1.6460485083550174, -0.44352937241536106] Predicted: 3.5553596309984217 Movie Vector: [1.9625287286795494, -0.6439629301573303] User Vector: [1.7775050155529015, -0.5512687497673026] Predicted: 3.843401297798879 Movie Vector: [2.1724535090646695, -0.03748581810992759] User Vector: [1.799747837995445, -0.02091612385648424] Predicted: 3.9106525640992054 Movie Vector: [1.4052066103509422, -0.22666924471172695] User Vector: [1.5945082525753154, -0.14870151618307462] Predicted: 2.274319597138669 Movie Vector: [1.0920204318964875, 0.8136169801831407] User Vector: [2.145731890913185, -0.49639339071729105] Predicted: 1.9393089747108108 Movie Vector: [1.9269335916998946, -0.3105491539468417] User Vector: [1.995124342569911, -0.20189496512857988] Predicted: 3.907170425922937 Movie Vector: [1.223478273638404, -0.9847047833231224] User Vector: [0.38696289598097616, -0.2823031888598555] Predicted: 0.7514259963545925 Movie Vector: [2.1561222626762957, -0.3938401466394942] User Vector: [1.666287130601226, 0.8222523862797997] Predicted: 3.268882777913197 Movie Vector: [1.6664191761217817, -0.24489338195678698] User Vector: [2.0889200746033385, -0.5306263802513276] Predicted: 3.6109633585199816 Movie Vector: [1.9047548178372717, 0.10533832417896913] User Vector: [1.6975743024410732, -1.107669157804096] Predicted: 3.1167828183835664 Movie Vector: [1.211024754874389, -0.052063056982564096] User Vector: [1.6855699675115745, -0.3505691366086856] Predicted: 2.0595186576649227 Movie Vector: [1.536442689076734, -0.3306983297423514] User Vector: [1.9385235966807284, 0.29589947531369115] Predicted: 2.8805769454649646 Movie Vector: [1.838092657021794, -0.269725558245809] User Vector: [1.956854245787788, -0.8825433248187691] Predicted: 3.8349239110073086 Movie Vector: [2.476556458395225, 0.10829791587633246] User Vector: [0.9099261494525042, -0.09567105309153016] Predicted: 2.243122506429791 Movie Vector: [1.7949058191563594, -0.4915186086565403] User Vector: [1.733535903718676, -0.6906932768520752] Predicted: 3.4510222797478884 Movie Vector: [-1.0358183950349458, -0.9580738829601121] User Vector: [1.8826609484763401, -0.15753089595528205] Predicted: -1.7991686048716689 Movie Vector: [2.046190503821736, -1.4099762251330263] User Vector: [0.21084948543335302, 0.13876836602160064] Predicted: 0.2357781179384118 Movie Vector: [1.6155149545306642, -0.34644886486092963] User Vector: [1.9543561607100355, -0.7065198455720285] Predicted: 3.402064602606345 Movie Vector: [0.6850628055414738, 1.1410702604409513] User Vector: [1.593608050954125, -0.8656976322033362] Predicted: 0.1038997796787372 Movie Vector: [2.160696755281705, 0.019568719989295727] User Vector: [1.578574683959143, -1.1072320768573853] Predicted: 3.3891540831251747 Movie Vector: [2.5952022126477394, -0.4844254667576489] User Vector: [2.072714851133238, -0.4703513872986771] Predicted: 5.606964358181078 Movie Vector: [1.6544985684378688, -0.0035331708441450754] User Vector: [1.931435865431314, -0.20445216952249595] Predicted: 3.1962802388300444 Movie Vector: [1.4839326949894458, -0.823373581806103] User Vector: [2.1248197755603373, -0.28151971192542496] Predicted: 3.38488542947118 Movie Vector: [1.7635066788421638, -0.6443160180292175] User Vector: [1.960123060823726, 0.2107552080559944] Predicted: 3.3208971526816278 Movie Vector: [2.0291145965460395, -0.06128154693264807] User Vector: [1.9356858949959443, 0.1514644827790307] Predicted: 3.9184465260545025 Movie Vector: [1.7597219699669588, -0.47750029612158396] User Vector: [1.8195495416619523, 0.047085051873893266] Predicted: 3.1794181776931634 Movie Vector: [1.7413644248947837, -0.20864687896739903] User Vector: [2.1230165750537515, -0.7416282191646173] Predicted: 3.851683950543417 Movie Vector: [1.8899479949984068, -0.7746939715991173] User Vector: [1.7966773445073914, 0.17649451487619436] Predicted: 3.2588975082159073 Movie Vector: [1.9440973211774686, 0.3018999740040279] User Vector: [1.961711445386598, -0.4259249031052399] Predicted: 3.6851712487241253 Movie Vector: [1.820010963937015, 0.2607678296758989] User Vector: [1.526611177717189, -0.37903097173004086] Predicted: 2.679609997236093 Movie Vector: [1.9390793081301807, -0.6992994175168566] User Vector: [0.9040079062891239, 0.19395666391249108] Predicted: 1.6173092433738099 Movie Vector: [1.2904703686288401, -0.7230228500343323] User Vector: [1.7487823794401893, -0.6880712795572311] Predicted: 2.7542430994200404 Movie Vector: [2.0532233936400446, 0.49799990830171537] User Vector: [2.0393379747782054, -0.19558787071441697] Predicted: 4.089813695672415 Movie Vector: [2.4065235503230227, -0.06399421204550637] User Vector: [1.8183580895562403, -0.2787037558479534] Predicted: 4.393756992687085 Movie Vector: [1.0964826307677478, -0.31258437307107667] User Vector: [1.8911212456191855, -0.6120788796473616] Predicted: 2.264907891361922 Movie Vector: [1.9556841405584966, -0.30427737443855407] User Vector: [1.7166522637709958, -0.35180223380403297] Predicted: 3.464275067134287 Movie Vector: [1.941171483542167, 0.7441053937299055] User Vector: [2.0272682890999083, -0.3838159112918425] Predicted: 3.6496759024984406 Movie Vector: [1.7532894309991072, -0.009390982669353908] User Vector: [2.0123874580766077, 0.3577483690384273] Predicted: 3.524938052587246 Movie Vector: [1.6782696947505469, -0.5520103822987783] User Vector: [2.012033683538036, -0.5947085924193612] Predicted: 3.7050204733569783 Movie Vector: [0.7135663364800295, 0.9359182148901941] User Vector: [1.7275238280460756, -0.5604354417837688] Predicted: 0.7081811109253325 Movie Vector: [2.050174121045243, -0.04055362261543739] User Vector: [2.2224948796064754, -0.21252386692135433] Predicted: 4.565120099020661 Movie Vector: [1.589317337560623, -0.5987336573248666] User Vector: [1.3735488222484964, -0.23624522524687064] Predicted: 2.3244529249231056 Movie Vector: [2.1056909545663514, 0.279479430606176] User Vector: [1.65039718246693, 0.8467580895184998] Predicted: 3.71187788728221 Movie Vector: [1.6269060547717877, 0.37714962209475156] User Vector: [1.9207565632738104, -0.7523812397109639] Predicted: 2.8411301823046418 Movie Vector: [1.9936551773556173, -0.03514905472308916] User Vector: [2.0572800390151254, 0.7158066153408401] Predicted: 4.076347075159107 Movie Vector:
avg loss: 9.007616472616245: 77%|███████████████████████████████████▌ | 54134/70000 [01:28<00:28, 558.09it/s]
[0.5865472808959892, -1.1746351972292397] User Vector: [1.9084927550530693, -0.23382648531898445] Predicted: 1.3940820557861582 Movie Vector: [1.4091738032455527, -1.7299227080551551] User Vector: [2.0423951453151585, -0.511388084471311] Predicted: 3.7627515946097643 Movie Vector: [2.0449811720292477, 0.4987903994291056] User Vector: [1.9772749888518206, -0.37157161754540236] Predicted: 3.858153768594324 Movie Vector: [0.9871289636370685, -0.4404558638690753] User Vector: [1.7458283784409252, -0.6480627975079081] Predicted: 2.0088008172163296 Movie Vector: [1.8203819229479177, -0.23660234458281804] User Vector: [1.0804463445704937, -0.588592798831579] Predicted: 2.1060874305793984 Movie Vector: [1.6979780914798344, -0.42305607098745646] User Vector: [2.117918118096577, 0.15611459223649243] Predicted: 3.530133338060809 Movie Vector: [2.3722914252469955, -0.34896085010943273] User Vector: [1.5650057549138108, -0.4844503594423839] Predicted: 3.881703942111069 Movie Vector: [1.8112681751438573, -0.02012801967132588] User Vector: [1.3735902052409812, -0.6583562432024366] Predicted: 2.5011916318562273 Movie Vector: [1.161448039144172, -0.8983607044421469] User Vector: [2.2348053992563237, -0.9177824898194716] Predicted: 3.4201100729139533 Movie Vector: [1.6638956315312978, 0.5226518898517263] User Vector: [1.8377996363403173, -0.29112142107131933] Predicted: 2.9057516256372167 Movie Vector: [2.2144463839914286, -0.9545228351078362] User Vector: [2.4162209248349362, -0.5461453579386754] Predicted: 5.871899905365758 Movie Vector: [2.02159770190701, -1.258813677761947] User Vector: [2.064813692716349, -1.057205821699524] Predicted: 5.505047764626418 Movie Vector: [0.9242827209925248, -0.8155999534400084] User Vector: [1.8140903863606683, -0.44036701651746063] Predicted: 2.0358957165999754 Movie Vector: [1.2040962300124765, -1.236190944971685] User Vector: [1.7362116540021948, 0.10699947784571866] Predicted: 1.9582941214581933 Movie Vector: [2.094000113434484, -1.1710832271870886] User Vector: [2.042916258832134, -0.39531673960227975] Predicted: 4.740815680906156 Movie Vector: [1.9224684784890482, -1.0237205171004753] User Vector: [2.207977965089267, -0.5465135581984869] Predicted: 4.804245181483883 Movie Vector: [2.1239887556882997, 0.20133515932385174] User Vector: [1.7441357323783766, -0.3493695007869553] Predicted: 3.634184319862013 Movie Vector: [1.8406001221417205, -0.06715224733157014] User Vector: [1.9773612499831057, -0.2154215858941038] Predicted: 3.6539974018537293 Movie Vector: [2.1444042480310186, 0.5144879535135125] User Vector: [1.7610020620161557, -0.522337745614418] Predicted: 3.507563824794804 Movie Vector: [1.892601528275954, -0.07341388284445696] User Vector: [2.0080513658572188, -0.3381707986875833] Predicted: 3.825267515274256 Movie Vector: [1.792785903301691, -0.28021412708011817] User Vector: [1.7182850680094761, -0.793086833872114] Predicted: 3.3027513826333856 Movie Vector: [1.7599006326845503, 0.08602588760501327] User Vector: [1.7055747557719005, -0.3213256857333119] Predicted: 2.9739997644482674 Movie Vector: [1.8783049761689947, -0.881667662922134] User Vector: [2.1424651635994656, 1.339643642058122] Predicted: 2.8430824990157153 Movie Vector: [1.8676032225036319, -0.041191217671431746] User Vector: [1.6395138560916354, 0.07046711027251991] Predicted: 3.0590587348981817 Movie Vector: [2.0819062949317706, -1.3864702537367866] User Vector: [1.3263724638901289, -1.7349059649689844] Predicted: 5.166778695457034 Movie Vector: [1.8149631625437987, -0.883122237372785] User Vector: [1.4957536806445964, -0.6597138051967262] Predicted: 3.29734576228029 Movie Vector: [2.1259373004488142, -0.020593976303278184] User Vector: [2.0146631874663976, -0.4421764293291952] Predicted: 4.2921537889833905 Movie Vector: [1.790009549634034, -0.08485220262400711] User Vector: [1.8552386893546138, -0.5886396148031753] Predicted: 3.3708423386630844 Movie Vector: [2.2191917289161376, -0.7237888808077164] User Vector: [2.0010021382684196, 0.18524454115040417] Predicted: 4.306529455673792 Movie Vector: [2.077044378373941, -1.3306773388063313] User Vector: [2.032341321018032, -0.23020719848496035] Predicted: 4.5275946180116 Movie Vector: [1.333216740641826, -0.8480750544743562] User Vector: [2.3878192302758094, -0.9510537832032524] Predicted: 3.990045560428329 Movie Vector: [1.8732850110639425, -0.4315611635664225] User Vector: [2.1280750366898986, -0.5362592580710032] Predicted: 4.217919738036925 Movie Vector: [1.931407752080733, -0.046482145731710396] User Vector: [2.3511237932978655, -0.20992054190262746] Predicted: 4.550736277697754 Movie Vector: [1.480835838814087, -0.9872782929179752] User Vector: [2.1635717693286227, -0.008944471742809134] Predicted: 3.212725298661523 Movie Vector: [1.6948901672053551, -0.0017666336819400844] User Vector: [1.5366382232089046, 0.19434543276820937] Predicted: 2.6040896778812206 Movie Vector: [1.9548099992099432, -0.7028338845556211] User Vector: [1.8654434665879842, -0.5294127701070499] Predicted: 4.0186767751947405 Movie Vector: [1.3411154161873486, -0.7784702854588476] User Vector: [2.0136968668419146, -0.6762066025770123] Predicted: 3.2270066585871384 Movie Vector: [1.7184310285322812, -0.3419883880297734] User Vector: [1.8156851088024835, -0.7262604551705004] Predicted: 3.3685022713637274 Movie Vector: [1.7662325337013578, -0.3930562916488805] User Vector: [2.0818365973182313, -0.21733465625885143] Predicted: 3.762432282069481 Movie Vector: [1.3961077386842033, 0.6075856589627144] User Vector: [-0.2002156797340074, -1.4307505538031442] Predicted: -1.1488261779263178 Movie Vector: [1.3626114957126116, -0.012765862565695238] User Vector: [1.8418895922113152, -0.21394370877142704] Predicted: 2.512511108163524 Movie Vector: [1.6229948953738784, -0.2675226112955379] User Vector: [1.991613109279235, -0.6151682287529567] Predicted: 3.3969493208619386 Movie Vector: [2.110346294948082, -1.057132852476246] User Vector: [1.8049102368345338, -0.41213009519044685] Predicted: 4.244661894137607 Movie Vector: [1.7771750657744427, -0.0012431234955678173] User Vector: [1.809825914962252, 0.008337997234090889] Predicted: 3.2163671243030634 Movie Vector: [1.8861235746218028, 0.010253226624238023] User Vector: [1.7325901039615879, 0.5060672771309047] Predicted: 3.2730678627179253 Movie Vector: [1.8070413921392807, -0.7346809485493905] User Vector: [1.9221456492623739, -0.7431595487197659] Predicted: 4.0193819121145165 Movie Vector: [1.8371976932108287, 0.5122893311342367] User Vector: [0.7713863112181221, -0.10172929403966907] Predicted: 1.365074319544004 Movie Vector: [2.007729754799925, -0.1967441007442603] User Vector: [1.9407674873040521, -0.8767602186830692] Predicted: 4.069034032201773 Movie Vector: [1.864833414172327, 0.004034644685145297] User Vector: [1.9661404501591397, -0.05841637283668616] Predicted: 3.6662887191043936 Movie Vector: [1.9525782930668611, -1.2173081759785611] User Vector: [0.8166687901099224, -0.4271860556455793] Predicted: 2.114626830395207 Movie Vector: [2.1729737161551554, -0.008688561108570192] User Vector: [2.4659729222148017, -0.741084834285835] Predicted: 5.364933305592413 Movie Vector: [1.7614552072794951, 0.033369661881001954] User Vector: [1.736822545929512, -0.35277253162595196] Predicted: 3.0475632175467053 Movie Vector: [1.7052242894633172, -0.6331976174934141] User Vector: [2.0337935243781513, 0.06154706089294173] Predicted: 3.4291026652016963 Movie Vector: [1.5959421204252773, -0.64007127877775] User Vector: [2.083049430821704, -0.35730648600181203] Predicted: 3.5531279449870214 Movie Vector: [1.765871376289451, -0.8336467644258746] User Vector: [1.1007605002475027, -0.28010739242067456] Predicted: 2.177312080920386 Movie Vector: [2.4220694271105763, -0.41591149152299656] User Vector: [1.9716719869783148, 0.034089206884337024] Predicted: 4.761348347070438 Movie Vector: [2.444365988479365, -0.6026808688530081] User Vector: [2.009656232696837, -0.7397731285458116] Predicted: 5.358182455605818 Movie Vector: [2.2499382237337513, 0.34590428019480157] User Vector: [1.582696969731854, -0.31924999865771203] Predicted: 3.4505404677993914 Movie Vector: [1.996325091677518, -0.21964240169738272] User Vector: [2.0529720812714682, -0.4547384044634335] Predicted: 4.198279513656033 Movie Vector: [1.7934721520550816, 0.2990226406547462] User Vector: [1.3708985193961398, -0.44215339777724466] Predicted: 2.3264544412526997 Movie Vector: [2.142079810222105, -0.07807777105608618] User Vector: [2.1836898076334657, -0.6872710848724245] Predicted: 4.731298443137575 Movie Vector: [1.8110119448038757, -0.7916542558413093] User Vector: [2.1493868559489804, 0.04513116626502068] Predicted: 3.8568369902832655 Movie Vector: [1.7574732180802062, -0.6316164501071339] User Vector: [1.9399477711243804, -0.8193227299158302] Predicted: 3.9269039663870107 Movie Vector: [1.1062836327544652, -0.8418773736307146] User Vector: [2.3092519077390943, 0.21955227479485348] Predicted: 2.369851496959844 Movie Vector: [1.376081976462424, -0.5169829700163578] User Vector: [1.7196794296312905, -0.5016773700342188] Predicted: 2.625778525159086 Movie Vector: [2.2109435674918827, -0.3667878170164932] User Vector: [1.971959583588156, -0.3821677373038461] Predicted: 4.500065826788016 Movie Vector: [2.3806224557590863, -0.35153973565885366] User Vector: [1.3899599417499722, 0.4227738609658487] Predicted: 3.1603480386081677 Movie Vector: [2.0314063859443974, -0.4921605426249909] User Vector: [1.9715078270600588, -0.31257141945841344] Predicted: 4.158768909238883 Movie Vector: [1.847031311473609, -0.7150280231645347] User Vector: [1.5858157290109267, -0.22225583985433303] Predicted: 3.0879704595183464 Movie Vector: [2.144087657471873, -0.027897150121288683] User Vector: [1.708405444027032, -0.7177487892912299] Predicted: 3.682994172220344 Movie Vector: [1.7824066117410369, -0.06081241524506222] User Vector: [1.9596075698383293, -0.40984390975144414] Predicted: 3.5177410869230883 Movie Vector: [2.0703910315726577, -0.23604819096273938] User Vector: [2.071384313332512, -0.5851687611424139] Predicted: 4.426703532739495 Movie Vector: [1.6523545074628216, -0.7787597580248933] User Vector: [1.7858562699180562, -0.46385846323002483] Predicted: 3.3121019618626546 Movie Vector: [2.267477020257916, 0.21886437159266123] User Vector: [1.7185925783417213, 0.06872297703151205] Predicted: 3.9119101897576347 Movie Vector: [1.9498664875609972, -0.7688079479848736] User Vector: [1.7202250659674783, -0.7109605701577169] Predicted: 3.9008013442335017 Movie Vector: [1.279621339790904, -0.6933105001776246] User Vector: [2.090420353908627, 0.024005044274707656] Predicted: 2.658303544741849 Movie Vector: [1.915086407235365, -0.18755674190731753] User Vector: [1.9431325554931274, 0.1512395852421807] Predicted: 3.6929007406259693 Movie Vector: [2.35331113168693, -0.16292066704333127] User Vector: [1.8518056755641377, 0.7856920528583927] Predicted: 4.229869436683788 Movie Vector: [2.2057731508794096, -0.057694909569820416] User Vector: [1.851804944066954, -0.37283011957348217] Predicted: 4.106172026322331 Movie Vector: [1.8897971700763487, 0.21070534827853796] User Vector: [1.8851532074242208, -0.46482398172800626] Predicted: 3.4646162975924284 Movie Vector: [2.3487419665070006, -0.06884993179998246] User Vector: [1.6497060076363534, -0.5693666864988709] Predicted: 3.913934590068851 Movie Vector: [1.835023469470545, 0.2856211700736411] User Vector: [2.0698281341937133, -0.5190788534498698] Predicted: 3.6499232945330564 Movie Vector: [2.180857981509156, -0.2928617207976696] User Vector: [1.6897632245695147, -0.6304567239511493] Predicted: 3.8697702562278695 Movie Vector: [1.7047335641439165, -0.25055653953705265] User Vector: [2.225933721428296, -0.7897047141050755] Predicted: 3.9924896069008566 Movie Vector: [1.8087494078909032, -0.7810938874226266] User Vector: [2.167679207613783, -0.017854506546963203] Predicted: 3.934734529195633 Movie Vector: [1.7693918814404541, -0.7041466726947718] User Vector: [1.7615844269975964, -0.9742806258034692] Predicted: 3.8029696445319745 Movie Vector: [2.2043224101895538, 0.051542135889624516] User Vector: [1.832051560765623, 0.3249198422072156] Predicted: 4.055179374678691 Movie Vector: [2.2075467736348906, 0.2646737060978536] User Vector: [2.1180934899842727, -0.5349136426989994] Predicted: 4.534212873816399 Movie Vector: [2.0564263621771266, -1.0475347095200516] User Vector: [1.9570719721621734, -0.5551002477951332] Predicted: 4.606061173060857 Movie Vector: [2.104182305637938, 0.5264183419934563] User Vector: [2.000684379239335, -0.20615480487560836] Predicted: 4.101280999385028 Movie Vector: [2.0693170718685883, 0.11194749889774637] User Vector: [1.732523123141355, -1.0588714723008192] Predicted: 3.466601663145239 Movie Vector: [2.2401857888592946, -0.09938571481157385] User Vector: [1.6225183836671315, 1.2485617009760481] Predicted: 3.5106534281162016 Movie Vector: [2.043979085403878, 0.15166328122372705] User Vector: [1.994611208485092, -0.2545271988607313] Predicted: 4.0383411635157795 Movie Vector: [1.6383917909790633, 1.0316777451472496] User Vector: [1.9892540433259265, -0.42164779747307407] Predicted: 2.8241728458137825 Movie Vector: [2.210944937728589, 0.056409738544582894] User Vector: [2.18079937696995, -0.4427345072156676] Predicted: 4.796652804916671 Movie Vector: [1.7590495021888015, -0.07502904051175652] User Vector: [2.0795406616450594, -0.3010758590825065] Predicted: 3.680604398476326 Movie Vector: [1.3261291661796957, -0.06725372247237626] User Vector: [1.8105111729820043, -0.5356927384356764] Predicted: 2.4369990029468687 Movie Vector: [2.0483969378530373, -0.2783179430604006] User Vector: [1.6383282199070397, -0.31069728047852097] Predicted: 3.44241913687304 Movie Vector: [1.1933556324427683, -0.35471747444976254] User Vector: [1.7755793251554168, -0.5973686564135416] Predicted: 2.3307946896416056 Movie Vector: [1.8676304071051046, 0.2774438864034431] User Vector: [1.835475361334272, -0.719402121209198] Predicted: 3.228395875924955 Movie Vector: [0.7035822305580997, 0.5108997641441996] User Vector: [2.572388031862847, -0.2806764072252934] Predicted: 1.6664889990667782 Movie Vector: [2.4277873079825225, 0.5371972023069422] User Vector: [1.4125956193244753, -0.41999010673197423] Predicted: 3.2038642055746616 Movie Vector: [0.947596972670935, -0.7265460671689227] User Vector: [1.8188332883667864, -0.5170843576089929] Predicted: 2.099206524264871 Movie Vector: [1.8684739264553456, 0.40247981574180364] User Vector: [1.4845902409123044, -0.5827362887464991] Predicted: 2.5393785624939476 Movie Vector: [1.9414078206855647, -0.4212930638350748] User Vector: [1.739460574510035, -0.1289862542813987] Predicted: 3.431343377386808 Movie Vector: [2.336185696090965, -0.15312900825578046] User Vector: [0.7319385259354243, 3.058583789194491] Predicted: 1.2415864124016844 Movie Vector: [1.6690800355974278, -0.7925506940190455] User Vector: [1.8162802026112037, -0.7222536379846792] Predicted: 3.603939647271749 Movie Vector: [2.245336754141607, -0.07043472034831408] User Vector: [2.090747735583867, 0.2966013322265395] Predicted: 4.673541702454481 Movie Vector: [2.3233793968458896, -0.5571688307084887] User Vector: [1.7312160030356023, -0.3661480689100096] Predicted: 4.22627788436357 Movie Vector: [1.856604139815855, -0.046679720400981624] User Vector: [1.8079558448738482, -0.6106108384508727] Predicted: 3.385161449409754 Movie Vector: [1.8116408630810852, -0.07604227567022374] User Vector: [2.3388130772226035, 0.6926328216392901] Predicted: 4.184419965843546 Movie Vector: [1.5392456207830876, -0.462959690963106] User Vector: [1.8998866648143538, -0.5792299887022996] Predicted: 3.19255236536586 Movie Vector: [1.8731395395959958, -0.041279657128021716] User Vector: [2.098311554807884, 0.24674153644041866] Predicted: 3.920244933678296
avg loss: 8.986676893522628: 77%|███████████████████████████████████▋ | 54239/70000 [01:28<00:24, 641.79it/s]
Movie Vector: [2.1850240294534085, 0.4060699565049903] User Vector: [2.0690217597162084, -0.4410562712992913] Predicted: 4.341762561539135 Movie Vector: [2.0563551285526342, -0.7716904311230071] User Vector: [1.904735780649832, -0.08626499944405602] Predicted: 3.983383065688797 Movie Vector: [1.2340122871367367, -1.5133513425016991] User Vector: [1.6879133166497164, -0.5495315827328681] Predicted: 2.914540130843341 Movie Vector: [2.3545530650201205, -0.015413188220177324] User Vector: [1.782192785946549, -1.0561844048630993] Predicted: 4.212546655634565 Movie Vector: [2.086742793685575, -0.43477163546779446] User Vector: [2.201990049429793, -0.20180421610301433] Predicted: 4.682725616494368 Movie Vector: [2.157787103037822, -0.2931951511809679] User Vector: [1.761571347588301, -0.8861623307389431] Predicted: 4.060914433438875 Movie Vector: [1.712346216738606, -0.16612465188621053] User Vector: [2.3907995724361983, 0.3348025782912907] Predicted: 4.038257641072155 Movie Vector: [2.145341291326261, -0.49829171748089496] User Vector: [1.728452855301828, -1.107926667235228] Predicted: 4.260191962449312 Movie Vector: [1.9879841956388813, -0.09105142686122322] User Vector: [2.243425402612953, -0.6048680000571928] Predicted: 4.514968338957247 Movie Vector: [2.118181370279402, -0.43765286433917594] User Vector: [2.040616011681496, -0.25464500259143125] Predicted: 4.433840934611396 Movie Vector: [1.4181813822915528, -0.430343166893479] User Vector: [2.6779309916160425, -0.2040373579385939] Predicted: 3.8855979581513007 Movie Vector: [1.9313385349641743, -0.31624139434382453] User Vector: [1.9021264717313815, -0.5906516668628307] Predicted: 3.860438659930466 Movie Vector: [1.9785650644732737, 0.02520876370396373] User Vector: [1.701892954726863, -0.3815210307149282] Predicted: 3.357688270184381 Movie Vector: [2.0233815350138125, -0.7763150938104378] User Vector: [1.8740579169611633, -0.9021996713242109] Predicted: 4.492325407205468 Movie Vector: [0.6029929298884829, -0.8062310623704164] User Vector: [2.0231757323946176, -0.2915931756431632] Predicted: 1.4550521383346586 Movie Vector: [1.698976569674695, 0.7582242311950005] User Vector: [1.5685510034457686, -0.8787492177721309] Predicted: 1.9986424531356106 Movie Vector: [1.805364923527242, -0.7340327751616748] User Vector: [0.8863066696126064, 0.7412123404200612] Predicted: 1.0560328215842303 Movie Vector: [2.638052237741619, -0.08251362710882998] User Vector: [1.8528401890117907, -0.07504330753587801] Predicted: 4.894081302295187 Movie Vector: [2.411973926283575, -0.5907570498431899] User Vector: [1.7721827895797388, 0.1551800317233235] Predicted: 4.182784983339379 Movie Vector: [1.3761975548615226, -0.9203599569681707] User Vector: [2.124094188031432, -0.10155519464556903] Predicted: 3.016640562438318 Movie Vector: [1.5142159761774097, -0.44825209757691953] User Vector: [1.8140520462956689, -0.941019726180984] Predicted: 3.168680656240108 Movie Vector: [0.3458292447261432, 0.6619504848661895] User Vector: [1.9999464683485735, -0.8336958836016997] Predicted: 0.13977458226061323 Movie Vector: [2.2816353508071683, -0.7180081073323901] User Vector: [1.8638005369773187, -0.5288220699363008] Predicted: 4.632211725571394 Movie Vector: [2.4771447363329933, -0.12478312769106444] User Vector: [1.758456152873141, -0.2634998464383837] Predicted: 4.388830738146763 Movie Vector: [2.409338656816557, -0.15908655332892546] User Vector: [1.4977523029229085, 0.5871656789754035] Predicted: 3.51518235766695 Movie Vector: [2.1099222135791713, -0.21923106361288103] User Vector: [1.905063697417137, -0.4244779988124928] Predicted: 4.112594976623616 Movie Vector: [2.156628697171557, 0.277532805041796] User Vector: [1.9827773150769583, 0.12073686178698707] Predicted: 4.309622897719424 Movie Vector: [2.357591531441529, 0.27398803084422796] User Vector: [1.1869460552470603, 0.02761685328550893] Predicted: 2.8059006553782093 Movie Vector: [1.8982053212074508, -0.053377839956049805] User Vector: [1.7903576521694031, -0.2504853738210536] Predicted: 3.4118367904075906 Movie Vector: [0.015480117676388981, 0.1326243873525772] User Vector: [0.9892258834043299, -0.04098629989035391] Predicted: 0.009877550170821684 Movie Vector: [2.175509792106189, 0.35621800792020475] User Vector: [1.6264884493542282, -0.09349433870553958] Predicted: 3.5051371812322305 Movie Vector: [1.408107913035794, 0.8229750102452508] User Vector: [2.220984269129936, -0.6571576050342472] Predicted: 2.5865612373540787 Movie Vector: [1.9518101798596152, -0.8281656895285897] User Vector: [1.8456418320279522, -0.46922935297401064] Predicted: 3.9909421667796825 Movie Vector: [2.273137140441237, -0.35383830179944226] User Vector: [1.8724290963565973, -0.6005411103991314] Predicted: 4.468782568435385 Movie Vector: [2.295597508834506, -0.467187446743664] User Vector: [2.0793147841444846, -0.7402674494049003] Predicted: 5.119113498159757 Movie Vector: [2.0534497133953957, -0.7485149493732635] User Vector: [2.201030902290636, -0.4422183229207885] Predicted: 4.850713301076099 Movie Vector: [2.0237443329908817, -0.23650924858308944] User Vector: [2.1078974124496397, -0.5986606987561692] Predicted: 4.40743423499015 Movie Vector: [2.0620169992334105, 0.08878393821330792] User Vector: [2.1247969672236917, -0.5912584128716116] Predicted: 4.328873215938357 Movie Vector: [-0.057727447794217734, -0.7566800259348705] User Vector: [2.1210778485889423, -0.4641364571249824] Predicted: 0.22875837564276075 Movie Vector: [1.5993369557953154, 0.5299018653237799] User Vector: [1.7454182178768993, -0.3623925949060534] Predicted: 2.599479347148682 Movie Vector: [1.4917978133045497, 0.006644093359160001] User Vector: [1.8441087149071225, -0.5373966145120131] Predicted: 2.7474668351165943 Movie Vector: [2.1516942661638128, -0.12035591020221752] User Vector: [1.9668027651883653, -0.25408255490953147] Predicted: 4.262538569693579 Movie Vector: [2.1932182482201887, 0.457066434502139] User Vector: [2.0603471647469678, -0.7032854581986479] Predicted: 4.197342822575719 Movie Vector: [2.1769746664671894, -1.4760833607448351] User Vector: [1.8571888673430057, -0.40240653725142755] Predicted: 4.637038708942397 Movie Vector: [1.5953372315614607, -0.4751134496246368] User Vector: [1.9202827898196884, -0.9199348665350817] Predicted: 3.500572057595522 Movie Vector: [1.9998310117534412, -0.8150122003404086] User Vector: [2.1980385464465697, -1.2770832342869407] Predicted: 5.436544067007352 Movie Vector: [1.8872464352774654, 0.03364761302042761] User Vector: [1.62554448535007, 0.05974166775315083] Predicted: 3.0698131998796145 Movie Vector: [1.5520814357345216, -0.45439123361984707] User Vector: [1.7120303576769698, 0.051534347191266996] Predicted: 2.6337937799703246 Movie Vector: [2.327989223557546, -0.35239642309603303] User Vector: [1.8401779176678972, 0.04276932581809389] Predicted: 4.268842604322905 Movie Vector: [2.630977430627378, 0.5898700548196765] User Vector: [1.9005809210640199, 1.2156608288599828] Predicted: 5.717467428162202 Movie Vector: [2.276453972895017, -1.170580686538077] User Vector: [1.677880306506305, -0.5533661338052035] Predicted: 4.467376998605204 Movie Vector: [1.9160729140233008, -0.22814603065210431] User Vector: [1.777343546044852, -0.6617293280784573] Predicted: 3.5564907470578504 Movie Vector: [1.9054116752350376, -0.0017190576138073795] User Vector: [1.8635795013255043, 0.1986205676054303] Predicted: 3.5505446993553043 Movie Vector: [1.7963098227143366, -0.0017431140097929699] User Vector: [1.8831707578771522, 0.2002176990396916] Predicted: 3.3824091279469255 Movie Vector: [-0.5489717087225967, -0.3333618401968367] User Vector: [2.0511179938775466, 0.0854239353945168] Predicted: -1.1544828301905932 Movie Vector: [1.4756224118655084, -0.5526980999760048] User Vector: [1.4953875312999345, -0.1872490183424464] Predicted: 2.31011953227066 Movie Vector: [2.4783951150841914, 0.5221505902296193] User Vector: [2.060814425992583, -0.7212871866019367] Predicted: 4.730891876265787 Movie Vector: [1.705485857820642, -0.25082343421463554] User Vector: [0.9295739500611657, -0.12837820151817758] Predicted: 1.6175754870108776 Movie Vector: [2.0938834036221206, -0.6928082227640252] User Vector: [-0.0023911529691623135, -1.3446573805307958] Predicted: 0.9265828945144194 Movie Vector: [1.5116045588015519, -0.15823427612157487] User Vector: [1.9346573685848292, 0.2200593709585677] Predicted: 2.8896159628044438 Movie Vector: [1.7222536410727158, -0.3743516143802974] User Vector: [2.012293614214766, 0.3723561589865178] Predicted: 3.3262878747477056 Movie Vector: [1.1867838647696292, 0.24008580612522565] User Vector: [1.7139075667624453, -0.2574156043638988] Predicted: 1.972236013057327 Movie Vector: [1.8350418651291847, -0.04981541274114654] User Vector: [1.5229679788927322, -0.08235746553787861] Predicted: 2.798812671657428 Movie Vector: [0.604716974353691, -0.3599597942571713] User Vector: [1.7556565305394543, -0.8853586389954885] Predicted: 1.3803688186887424 Movie Vector: [2.174921485596222, 0.46331190968502106] User Vector: [1.7709191402526874, -0.7007142625880913] Predicted: 3.5269608242459385 Movie Vector: [1.7595536584825133, -0.0013243065773472387] User Vector: [1.2145284124667466, -0.29838788809905104] Predicted: 2.137423068529633 Movie Vector: [1.1813795925024353, -1.1613513426356061] User Vector: [1.7475143026988853, -0.6349638863233584] Predicted: 2.8018938967213414 Movie Vector: [1.012327462165555, -0.41265821159951466] User Vector: [1.7107220718667224, -0.01937997881942195] Predicted: 1.7398082408838982 Movie Vector: [2.205884966686938, -0.30863350347266266] User Vector: [2.318950299290501, 0.2492332929684279] Predicted: 5.038415859308216 Movie Vector: [2.0017006995652635, -0.19402041755161928] User Vector: [2.08841778393472, -0.3177237202810726] Predicted: 4.242032227961654 Movie Vector: [1.8745862598948793, 0.04851816197432782] User Vector: [2.13463882820116, -0.7430207748015124] Predicted: 3.9655146148818896 Movie Vector: [1.3882492786693932, -0.02480083525467921] User Vector: [1.9867136587803718, -0.44190568195986957] Predicted: 2.7690134337408754 Movie Vector: [2.0936603000360563, -0.8182698253854745] User Vector: [1.6119875098564862, 0.2712904426958972] Predicted: 3.1529654703669863 Movie Vector: [2.082278950705288, -0.2693735792303674] User Vector: [1.5879412219734694, -0.36417534500513343] Predicted: 3.4046357976240755 Movie Vector: [1.9422198388546947, -0.3130469571075805] User Vector: [1.8443864189890762, -1.1182466616287015] Predicted: 3.9322676081933263 Movie Vector: [1.7371468270523927, -0.3180717761855176] User Vector: [2.2808496512969945, 0.6438478844317584] Predicted: 3.7573808945396325 Movie Vector: [2.0173207493177765, -0.48992734457529113] User Vector: [1.7871890506286612, -0.7205893977708958] Predicted: 3.9583700049657398 Movie Vector: [1.921081541903129, 1.3492797964883394] User Vector: [1.5587505539411404, -0.2292834997153711] Predicted: 2.6851193237735123 Movie Vector: [1.5870166805510284, -0.25708404299788856] User Vector: [1.7266464448582637, 0.3289275640348829] Predicted: 2.6556546813886617 Movie Vector: [1.9693250046713324, 0.43494813288836737] User Vector: [2.122803970627835, -0.914410632987162] Predicted: 3.7827697418619484 Movie Vector: [2.187142339970664, 0.1113296323313001] User Vector: [1.812348670482143, -0.3799431382037843] Predicted: 3.9215655821180087 Movie Vector: [1.9865871482363264, -0.03760829308882574] User Vector: [1.6051818754298623, -0.08632017842815826] Predicted: 3.192080038880654 Movie Vector: [1.9957279887379291, 0.22702719652493453] User Vector: [1.859176772883888, -0.7666566765784548] Predicted: 3.5363592056751054 Movie Vector: [2.4331411723696763, -0.33556550508752087] User Vector: [1.8448565119674696, -0.28890476197739207] Predicted: 4.5857428087574945 Movie Vector: [1.8222461720679861, -0.22292334028483413] User Vector: [2.174954906223883, -0.9793991846720019] Predicted: 4.181634190006283 Movie Vector: [2.0211145357085156, -0.055854127743424374] User Vector: [1.5581010799550379, -0.004823696345081795] Predicted: 3.149370164152117 Movie Vector: [1.966053021385841, 0.36417774553279025] User Vector: [2.122753718433151, 0.08318566582170629] Predicted: 4.203740730023118 Movie Vector: [0.36908062263351216, -0.505920334875665] User Vector: [1.3825051793162495, -1.076971213520562] Predicted: 1.0551175093718708 Movie Vector: [1.8249333314919753, -0.06970670477521877] User Vector: [2.0500398458486275, -0.2028187951034439] Predicted: 3.7553238754489726 Movie Vector: [1.4200076153514154, -0.6709645928821238] User Vector: [1.9388211461814937, -0.5845826707333373] Predicted: 3.1453750660566193 Movie Vector: [0.8210366314848673, 1.067205034239096] User Vector: [2.1755751993594252, -0.8477883498202073] Predicted: 0.8814629383267 Movie Vector: [1.0046482039767581, -0.7963994760188449] User Vector: [2.049868907192696, 0.3575476106052513] Predicted: 1.77464638626113 Movie Vector: [2.228611105895019, -0.7029633692314301] User Vector: [1.8318442210699812, -0.0826317887571707] Predicted: 4.140555495976531 Movie Vector: [1.8674478669825874, -0.7618555819255404] User Vector: [1.9941446677876566, -0.05835578454662343] Predicted: 3.768419886509249 Movie Vector: [0.5220933965736257, -1.2237876837860213] User Vector: [1.9405261226298958, -0.3751507391585361] Predicted: 1.4722407286491292 Movie Vector: [2.4819001624258195, -1.1808662146106588] User Vector: [2.050320967496786, 0.7380692159506875] Predicted: 4.217130941094991 Movie Vector: [-1.443753681346978, -1.33442396980558] User Vector: [1.3738116221707057, -1.740612579314667] Predicted: 0.33926956099638805 Movie Vector: [1.9920209333715495, -0.568665179560411] User Vector: [1.844294445646539, -0.3568967006954589] Predicted: 3.876827869414285 Movie Vector: [1.9129849321691133, 0.6672261109762282] User Vector: [1.3089370964142502, 0.15793854157458193] Predicted: 2.609357661465716 Movie Vector: [1.6548462077673898, -0.9879976731807993] User Vector: [1.8817476317229085, -0.7435539335582657] Predicted: 3.848632488571919 Movie Vector: [2.0491411241875763, 0.1374178353964455] User Vector: [1.7846221057359035, 0.15952857327114603] Predicted: 3.678864619220473 Movie Vector: [1.8997165493225245, -0.11946570168051279] User Vector: [1.952330692481307, 0.2355227209786363] Predicted: 3.680738039133627 Movie Vector: [2.28907148088094, 0.33801060722351356] User Vector: [2.1799547465014313, -0.8420956991169328] Predicted: 4.705434961228641 Movie Vector: [0.3319729251601433, 0.408162782003774] User Vector: [2.5127618054061416, -0.4483983244195493] Predicted: 0.6511493792304457 Movie Vector: [1.9515449878980564, -0.24135276924967375] User Vector: [1.8993607091585651, -0.6444753133215129] Predicted: 3.862233773752094 Movie Vector: [2.0846949622998587, -0.4645822581640862] User Vector: [1.5787756143391845, -0.5582334337894078] Predicted: 3.5506109190673376 Movie Vector: [1.4906007283836076, 0.8219042062258084] User Vector: [1.866024915108395, -0.3134827046485032] Predicted: 2.5238453441128854 Movie Vector: [1.9419394628249529, -0.1854666914996016] User Vector: [1.8777992716529461, -0.09628459819140739] Predicted: 3.6644300947557387 Movie Vector: [1.7727220731860183, -1.007636964432607] User Vector: [1.474794661352022, -0.17953590691113155] Predicted: 2.7953080658422156 Movie Vector: [2.0332624605667973, -0.5102472094275223] User Vector: [2.0143598993179808, 0.695791277277669] Predicted: 3.740696807779422 Movie Vector: [1.758019608196236, -0.9123055089827004] User Vector: [1.582167423433132, -0.5713336467719125] Predicted: 3.302712187261955 Movie Vector: [1.1063503591145827, -0.5370725996971047] User Vector: [0.7461197920291358, -1.1932615250386558] Predicted: 1.4663379692249747 Movie Vector: [2.00731691817505, -0.49888565660345285] User Vector: [1.4910495368487362, 0.47934802267773713] Predicted: 2.753869108118391 Movie Vector: [1.88038462818971, -0.49712971561662] User Vector: [1.0414877696909999, -0.48379128811535443] Predicted: 2.1989046180531258 Movie Vector: [1.673038748288866, 0.3035078472334293] User Vector: [2.0727325558563545, -0.01077228419741089] Predicted: 3.4644924080009547 Movie Vector: [1.7922312908293727, -0.08179036512912138] User Vector: [2.310796027970155, 0.34256418680489964] Predicted: 4.113462498133405 Movie Vector: [1.1787931380389387, -1.3975695432004729] User Vector: [1.9281923955480247, -0.5370221268842813] Predicted: 3.023465733249086 Movie Vector: [2.117199378569567, -0.3362809281585122] User Vector: [2.0223737843998175, -0.2270815319070632] Predicted: 4.358131707884041 Movie Vector: [1.702989166378256, -0.25418287167520237] User Vector: [1.7975335580511758, -0.34477067861997307] Predicted: 3.1488149767235454 Movie Vector: [2.1684840485178123, -0.08638795752821485] User Vector: [1.7045416128701907, 0.06115010320007306] Predicted: 3.690988665025739 Movie Vector: [1.8152239430020702, -0.233792441186967] User Vector: [1.7289291520195371, -0.7143924823319383] Predicted: 3.305413154910131 Movie Vector: [1.8225177975983455, -0.257479590675867] User Vector: [0.6357166125830818, -0.5592760485365309] Predicted: 1.302607008713601 Movie Vector: [1.9281765251089031, -0.1968017804154414] User Vector: [1.873901948296284, -0.4726557227058595] Predicted: 3.706233234812793 Movie Vector: [1.9575454681981888, -0.7719816329636919] User Vector: [0.28716152378781634, -1.9588739907662196] Predicted: 2.0743464816935364 Movie Vector: [0.1502683736244696, 0.4172830101342487] User Vector: [2.2159176340598297, -0.28130119216965827] Predicted: 0.21560013073304546 Movie Vector: [1.848765731975027, 0.2848377678961561] User Vector: [1.6968182364602868, -0.29366828528899896] Predicted: 3.053371590074467 Movie Vector: [1.6702343542306508, 0.03083255216048439] User Vector: [1.9861594300482865, -0.4841134248332621] Predicted: 3.302425260623055 Movie Vector: [1.6919348358159276, -0.6884928156414898] User Vector: [2.2128482783378454, -0.9007990226723916] Predicted: 4.364188743941917 Movie Vector: [1.8622580573468388, -0.9039820189134503] User Vector: [0.722850489061057, -1.3145755640971388] Predicted: 2.534486819957876 Movie Vector: [2.0987009848115545, -0.03662868862798602] User Vector: [1.891910517433103, -0.41013618589887496] Predicted: 3.9855772167605505 Movie Vector: [-1.7840979911217507, -0.2555455446599481] User Vector: [1.7330524244544945, -0.3528439542078897] Predicted: -3.0017676485199183 Movie Vector: [1.8577399462706334, -0.7324558148923827] User Vector: [1.5887688577119072, -0.6950022324807189] Predicted: 3.4605777989058644 Movie Vector: [1.6701694778045735, -0.13331351366026514] User Vector: [1.5227160126974846, -0.7361286438041407] Predicted: 2.641329703783116 Movie Vector: [2.538589330878768, -0.47157857300163947] User Vector: [1.045969847742306, -1.3806200520644807] Predicted: 3.3063587299095243 Movie Vector: [1.8694701270751348, -0.17712633095123226] User Vector: [1.546141254081969, 0.4424462128777881] Predicted: 2.8120960124144165 Movie Vector: [1.5683436505903605, -0.049567854570645456] User Vector: [1.7815574584463822, -0.5095010743924842] Predicted: 2.819349203275358 Movie Vector: [2.190760565938863, -0.2965564105905505] User Vector: [1.672420238801812, -0.14944711281023143] Predicted: 3.708191808193189 Movie Vector: [1.743647642411344, 1.0093674233075254] User Vector: [1.6537175409438571, -1.0553433904207923] Predicted: 1.8182714527873791 Movie Vector: [2.0994506836803493, -0.014780717938032997] User Vector: [1.6789345141749739, -0.17604009980451885] Predicted: 3.5274422127001777 Movie Vector: [1.512873207427693, -0.08329146335346879] User Vector: [2.0702546225981258, 0.1626578590386099] Predicted: 3.1184847399767666 Movie Vector: [1.6509136137138456, -0.23723700150528204] User Vector: [1.8115163218423729, -0.6080507032045831] Predicted: 3.134909082785839 Movie Vector: [1.7721096185469685, -0.5900850854932457] User Vector: [1.5776342274834803, -0.4863079906240321] Predicted: 3.0827038812958216 Movie Vector: [1.5327595998347254, -0.9014794684571301] User Vector: [1.8882684364133169, -0.48592049409851024] Predicted: 3.3323089217097692 Movie Vector: [1.989844471104777, -0.8119240900660625] User Vector: [1.4390044488796445, -0.36437627711734794] Predicted: 3.1592409237384995 Movie Vector: [1.325760960238553, -0.7902213906315313] User Vector: [1.8774663115874397, -0.09091682400552868] Predicted: 2.5609159591631494 Movie Vector: [0.723583002628768, -1.103567063285051] User Vector: [0.7569169781154356, -0.7293186632987761] Predicted: 1.3525443152210697 Movie Vector: [2.208625911476122, -0.2897221277016435] User Vector: [1.7747869076292162, -0.15861434983399605] Predicted: 3.9657944384563844 Movie Vector: [1.8943589603342743, 0.0031574055679380337] User Vector: [1.4460498519732985, 1.139547118604375] Predicted: 2.7429355065928784 Movie Vector: [2.366477679317663, -0.35788987844683606] User Vector: [1.7523435219528547, 0.16003920001141786] Predicted: 4.089605421359517 Movie Vector: [1.8524162811106153, -0.4263023970996806] User Vector: [1.3599929176740875, -0.6729287316162593] Predicted: 2.8061441542598677 Movie Vector: [1.587221719023204, 1.105482439880296] User Vector: [1.2280307844303437, 0.014857435862425404] Predicted: 1.965581767124503 Movie Vector: [1.5873491834085287, -0.6482240890780916] User Vector: [1.8253671796119144, -0.5872236092863943] Predicted: 3.2781475911925235 Movie Vector: [2.4727951154916696, -0.2579972867047888] User Vector: [2.685231919679111, -0.20625280410306512] Predicted: 6.6932410387786705 Movie Vector: [1.673148035853246, -1.1965925688623675] User Vector: [1.2009468506834515, -1.9003869906895654] Predicted: 4.28335081540701 Movie Vector: [2.196093420980168, 0.3486008948651062] User Vector: [1.4012309476822054, -0.036739496820396164] Predicted: 3.0644266440102133 Movie Vector: [1.9888906156401207, 0.6017607584701918] User Vector: [2.009546927505575, -0.6168013935722498] Predicted: 3.6256021513827674 Movie Vector: [1.8329123430837777, 0.5066338151996805] User Vector: [1.3124852552707647, 0.15253070107232092] Predicted: 2.482947635520599
avg loss: 8.971109343228123: 78%|███████████████████████████████████▋ | 54379/70000 [01:28<00:23, 669.23it/s]
Movie Vector: [1.9727125953693874, -0.03686217584353579] User Vector: [2.0095154046056023, -0.3185155032556498] Predicted: 3.975937523744184 Movie Vector: [2.0596013415992678, -0.010602423848614498] User Vector: [1.8891770463232882, -0.3264305599515469] Predicted: 3.8944125342797333 Movie Vector: [2.39739714820853, -0.5920334559212818] User Vector: [1.6614561290485668, -1.352001417367252] Predicted: 4.783600257189023 Movie Vector: [1.7424970480969701, -1.2150358832008399] User Vector: [1.831297291376269, 0.03869969537107524] Predicted: 3.144008605866328 Movie Vector: [1.5427614525269004, -0.03100386028923862] User Vector: [2.2910755584051294, 0.4582867755850988] Predicted: 3.520374397171331 Movie Vector: [2.197614844563052, -0.47151714122219246] User Vector: [1.7164413599327013, -0.6410136727569677] Predicted: 4.074325946872801 Movie Vector: [1.7432749257878806, -0.20719429225772756] User Vector: [2.0662063585292736, 0.49194477430023537] Predicted: 3.5000375869865414 Movie Vector: [1.1687852502592446, -0.34347889966367234] User Vector: [1.930950600409766, 0.11837718765060276] Predicted: 2.216206514578658 Movie Vector: [1.5949964543156179, -0.07683912103273287] User Vector: [1.6773812695477628, -0.001974452527811456] Predicted: 2.6755688926608694 Movie Vector: [1.9056910277526407, -0.8692262732942575] User Vector: [1.976820071913296, -2.2439930452360173] Predicted: 5.717745986535234 Movie Vector: [1.074262272001811, -0.5243573501888856] User Vector: [2.4968152020272236, -0.18659448238467086] Predicted: 2.7800765600415183 Movie Vector: [0.9715906852660567, 1.281153670545347] User Vector: [2.388416444422439, -0.9514336782379427] Predicted: 1.1016304207821155 Movie Vector: [1.9647815367729284, -0.41303547206861235] User Vector: [1.3981983811242935, -1.098482800494015] Predicted: 3.200866726040107 Movie Vector: [2.181414637321954, 0.23137234021567651] User Vector: [1.7346954896518203, 0.059948834586405854] Predicted: 3.7979606345743147 Movie Vector: [1.8019536788540171, -0.27137200772281284] User Vector: [1.6692068305659085, -0.3543887184007395] Predicted: 3.104004567133216 Movie Vector: [1.7648028239489493, -0.7464657099080088] User Vector: [2.5557884997097364, -0.21537989439311814] Predicted: 4.6712364674720614 Movie Vector: [1.0899883900609695, -1.3728364746816557] User Vector: [0.48611113772026204, -0.5106791269132384] Predicted: 1.2309344286794905 Movie Vector: [1.9255758569597172, 0.4784254952128807] User Vector: [2.1729914072890737, -0.0201485372606905] Predicted: 4.174620217339998 Movie Vector: [1.8585367996281885, 0.7036718570621011] User Vector: [1.821056206817766, -0.10822626875894074] Predicted: 3.3083441950416335 Movie Vector: [2.0560306530013577, -0.7136162044326749] User Vector: [2.0578700507629537, -0.3720853990191413] Predicted: 4.496570074434949 Movie Vector: [1.8516712697307822, 0.34821534227806133] User Vector: [1.8864792893705868, -0.4926222398751678] Predicted: 3.321600879197742 Movie Vector: [2.079952385915554, -0.25247281115537956] User Vector: [2.0119267025148897, -0.3561391786902509] Predicted: 4.274627204789554 Movie Vector: [1.0563628914622354, -0.45927646340625294] User Vector: [2.1138070680443066, -0.1616526195107926] Predicted: 2.3071905897818676 Movie Vector: [2.2679377663949727, -0.30804411703517837] User Vector: [2.123063656471171, -0.10086600581573449] Predicted: 4.846047426671944 Movie Vector: [1.8107160731998644, 0.4794905047776113] User Vector: [2.06502499421303, -0.5412762872511171] Predicted: 3.479637108382801 Movie Vector: [1.9788129805034596, -0.07169825311978775] User Vector: [1.5313051728153697, -0.5408567969155486] Predicted: 3.0689450406059553 Movie Vector: [2.0911198608398336, -1.0573751088403034] User Vector: [1.6712835715623648, -0.5639322447825624] Predicted: 4.091142188294911 Movie Vector: [1.5440289260453521, -0.5138113396271713] User Vector: [1.9320267867854672, -0.6801713271390158] Predicted: 3.332584985464506 Movie Vector: [1.0836471994130201, -0.4182463658403576] User Vector: [1.4791386189237061, -0.11762140228107257] Predicted: 1.6520591459894218 Movie Vector: [1.8527296904458088, -0.2829034159278793] User Vector: [2.072178756536244, -0.10995312294025783] Predicted: 3.870293220217513 Movie Vector: [1.8692557552053863, -0.28566088801440875] User Vector: [1.8624954120714048, -0.6052618943049183] Predicted: 3.6543799182665273 Movie Vector: [1.8030805157918148, -0.4018909067545126] User Vector: [1.2852157630657897, -0.4012338724632328] Predicted: 2.478599745797308 Movie Vector: [1.937024103389259, -0.0382074741364765] User Vector: [1.692658950436555, -0.5553514690801893] Predicted: 3.2999397627047076 Movie Vector: [2.2994576860561775, -0.7061591538831541] User Vector: [1.5567986332189514, -0.09957558028339003] Predicted: 3.6501087903174123 Movie Vector: [1.7467710485632588, -0.19831058842031324] User Vector: [1.7009998807841844, -0.2659585937029176] Predicted: 3.0239997505760328 Movie Vector: [2.0888632945072283, -0.11462813371813638] User Vector: [1.8765454317941266, 0.10449769380574309] Predicted: 3.907868497331167 Movie Vector: [2.1302951826334353, 0.1406487063777771] User Vector: [1.8259661128845954, -0.1345107242486403] Predicted: 3.870928054570444 Movie Vector: [1.2333567929732199, -0.5216808773316268] User Vector: [1.798831083039059, -0.4085116678542548] Predicted: 2.4317132609640115 Movie Vector: [1.8510669914049704, 0.35967171669812464] User Vector: [2.099530764680857, -0.14436761981172322] Predicted: 3.8344471462866663 Movie Vector: [1.8982229669500614, -0.2950744679565008] User Vector: [1.875204725944355, -1.2567396642668176] Predicted: 3.9303884663142328 Movie Vector: [2.0090575002307185, -1.0296852469773086] User Vector: [1.3706341528871289, 0.015542618243205297] Predicted: 2.7376788202258346 Movie Vector: [1.6765566803164589, -0.5974419431421831] User Vector: [1.9784976276453587, -0.24015377716061925] Predicted: 3.460541353898867 Movie Vector: [2.2573084294168213, 0.04221709083307874] User Vector: [1.6701348930511573, -0.14163798156902963] Predicted: 3.7640300288142248 Movie Vector: [0.632749501256596, -1.8990977019183652] User Vector: [1.5228668467479332, -0.1807305202649169] Predicted: 1.306818153461574 Movie Vector: [1.2768740695319494, -0.7258891751655685] User Vector: [2.2219042722063613, -0.7407621649751268] Predicted: 3.374803187090216 Movie Vector: [1.7844591451480274, -0.03746383897616952] User Vector: [1.9220190658991196, -0.7345377576423211] Predicted: 3.4572831035667817 Movie Vector: [1.3103486383089171, 1.1211098762564013] User Vector: [1.251204052233819, -0.42186157842774624] Predicted: 1.1665603441027232 Movie Vector: [1.769494272897148, -0.1870849530413645] User Vector: [1.2309054997089646, -0.35257254509192293] Predicted: 2.2440412502548117 Movie Vector: [1.9900761811245509, 0.42600943828520826] User Vector: [1.6175535735297246, -0.6311987454480652] Predicted: 2.9501582153797465 Movie Vector: [1.997741996595014, 0.3704044735682021] User Vector: [2.006208452503998, -0.23819717867438056] Predicted: 3.919657578918815 Movie Vector: [2.0410539901222555, -0.9058379320256766] User Vector: [1.678940671239588, -0.01898154179863938] Predicted: 3.4440027567816376 Movie Vector: [2.0412312102806243, 0.11889881586642284] User Vector: [0.5720046610548778, 1.159804231193492] Predicted: 1.3054931162969794 Movie Vector: [1.7443333923960713, -0.6414126858917133] User Vector: [1.814234432919317, 0.16151441107146314] Predicted: 3.0610323107603494 Movie Vector: [1.772981849714943, -1.0463713760191917] User Vector: [0.9209924159757973, -0.2328815004169758] Predicted: 1.8765833732909283 Movie Vector: [1.91035417726217, -0.8837760274735158] User Vector: [2.095620084312683, -1.1736207234459428] Predicted: 5.040594442748883 Movie Vector: [1.587860104919118, -0.5457610455610846] User Vector: [1.6279893452024936, -0.06801036921276536] Predicted: 2.622136742690992 Movie Vector: [-0.9497629011507733, -0.30792189175892454] User Vector: [2.08097337741527, -0.8208723019330544] Predicted: -1.7236667600477207 Movie Vector: [2.036037204768055, -0.09404068748375871] User Vector: [1.8612181475632041, -0.8535772550690519] Predicted: 3.8697803865153566 Movie Vector: [2.080174019848756, -0.635586400506623] User Vector: [1.8875560279556862, -0.7227691613704067] Predicted: 4.385827260034938 Movie Vector: [1.805144647257425, -0.26458674605500193] User Vector: [2.0370802678365374, 0.6160268140473337] Predicted: 3.5142320113074335 Movie Vector: [1.9352678861327142, -0.3113925360097952] User Vector: [1.8010790575344378, -0.9321431203371348] Predicted: 3.7758328705984368 Movie Vector: [2.040161613512607, -1.4464393822252926] User Vector: [1.6522440227543675, -0.22533096050747012] Predicted: 3.6967724066917675 Movie Vector: [2.0516269310152997, -0.2756909833973065] User Vector: [2.0972492750328255, -1.3048395929881464] Predicted: 4.662505604276301 Movie Vector: [1.733887904018567, -0.7687652004427656] User Vector: [2.273489207064099, 1.0023488384731847] Predicted: 3.171404530322793 Movie Vector: [1.9436618089208824, -0.7518533460379645] User Vector: [1.671848609294381, 1.2463731683283712] Predicted: 2.312418455163353 Movie Vector: [1.9141777958122317, -0.030711734683063478] User Vector: [1.6995035153614588, -0.6489679155225422] Predicted: 3.2730828234490854 Movie Vector: [1.8631825587921154, -0.6987020627030183] User Vector: [2.1234370449382642, -0.36252354455100894] Predicted: 4.2096468151782425 Movie Vector: [1.8466991382576998, -0.30509816850672306] User Vector: [1.1999455267394317, -1.432408820537465] Predicted: 2.6529636778847463 Movie Vector: [1.055911847380391, -0.6177889330767029] User Vector: [1.7626496311618276, -0.45292110305655836] Predicted: 2.141012273349685 Movie Vector: [1.5212145468936056, -0.1571411792410644] User Vector: [1.9278966431160418, -0.9719499596686689] Predicted: 3.0854777812411127 Movie Vector: [2.3746159564986153, -0.17269893627653035] User Vector: [2.1325556417527602, -0.5795837524401831] Predicted: 5.164094152556829 Movie Vector: [2.2578676748809348, -1.1070885784226907] User Vector: [2.082352420857793, -0.3459422303421768] Predicted: 5.0846649107707655 Movie Vector: [2.1859975528514695, -0.23618183949353427] User Vector: [1.6817353368252295, 0.09909202798875909] Predicted: 3.6528655933942633 Movie Vector: [1.6514595606080518, -0.8078355317396444] User Vector: [2.0657271947536593, -0.2047389477756988] Predicted: 3.5768603221281783 Movie Vector: [2.010046202208541, -0.7053017130897558] User Vector: [1.803257892331465, -0.1548385125131061] Predicted: 3.733839546211203 Movie Vector: [1.3515142573552876, -0.805829317184153] User Vector: [1.702195796623181, -0.5625433731462537] Predicted: 2.753855830215387 Movie Vector: [2.0699994239351835, 1.0183113024085122] User Vector: [1.4881863222511762, 0.8252285299442778] Predicted: 3.920884368880374 Movie Vector: [1.340110241492878, 0.26895280268317684] User Vector: [1.5683198746205402, -0.37543477430608413] Predicted: 2.0007472911414648 Movie Vector: [1.7391112093283105, -0.701728385681601] User Vector: [1.5495116115598095, -0.44918273749773424] Predicted: 3.0099772899083668 Movie Vector: [1.7030185629724979, -0.9864147186875556] User Vector: [2.1060058209830275, -0.6978984321760477] Predicted: 4.274984292509653 Movie Vector: [1.4354700667167912, -0.8815371058916968] User Vector: [2.1618614848484787, -0.6049673265280037] Predicted: 3.6365885960744406 Movie Vector: [1.6739540249322893, -0.2175626292931682] User Vector: [1.7011879233760847, -0.15334130435767304] Predicted: 2.8810717088568993 Movie Vector: [2.292541516702741, -0.49446054181861976] User Vector: [1.7006672605121649, -0.0030962575783741314] Predicted: 3.900381278021067 Movie Vector: [2.084606950587151, -0.3326212988002261] User Vector: [1.7545284129592875, 0.062052419022146255] Predicted: 3.636862168448732 Movie Vector: [0.936565267943123, -1.8296956857952604] User Vector: [1.9084289178809544, -0.3596695651570009] Predicted: 2.445454092505202 Movie Vector: [0.9233574662218005, 0.25929170961751336] User Vector: [0.8322936026698634, -0.35222559010944077] Predicted: 0.6771753366833446 Movie Vector: [1.9923792585226148, 0.5957370402829796] User Vector: [1.8121102540415186, -0.3855472920008198] Predicted: 3.380726081682782 Movie Vector: [1.5953977663775056, 0.41566025333683837] User Vector: [1.8978430942254332, -0.05494446917536604] Predicted: 3.0049764014853393 Movie Vector: [1.813788787242977, 0.1302232526045541] User Vector: [1.9702574271499573, -0.7300589914359528] Predicted: 3.478560172888799 Movie Vector: [1.0237405616346686, -1.4901341237819625] User Vector: [2.2628504657812067, 0.0759050917787747] Predicted: 2.2034630393057704 Movie Vector: [1.8241956258369325, -0.4710288331893284] User Vector: [1.6363098110518681, 0.17758734384265956] Predicted: 2.901300440475475 Movie Vector: [2.184491629924376, -0.36757848959160244] User Vector: [1.884504674826562, -0.18958864616547] Predicted: 4.186373396913203 Movie Vector: [2.117330974277503, 0.03611394367318363] User Vector: [1.1309487735536097, -1.0791060888309716] Predicted: 2.3556220920567803 Movie Vector: [1.904526640592355, -0.3167841237159722] User Vector: [1.5710390120243831, -0.48411188591510407] Predicted: 3.1454446113704337 Movie Vector: [2.446376355156576, -0.12017256990041564] User Vector: [1.553141800730592, -0.6876376364098786] Predicted: 3.882204559440249 Movie Vector: [1.5049922603648458, -0.26926613769726127] User Vector: [1.7630537693539918, -0.6960672330175128] Predicted: 2.8408096128970706 Movie Vector: [1.9947955996070668, -0.7816497905012122] User Vector: [1.4476512430225945, -0.5290495066604529] Predicted: 3.3012997653930847 Movie Vector: [1.973957630057468, 0.013929176017619345] User Vector: [0.9667634790869687, -0.680246896187417] Predicted: 1.8988748672521916 Movie Vector: [2.008329285438763, 0.9841139999794205] User Vector: [1.7856665322461, -0.7216999942677844] Predicted: 2.8759713225937302 Movie Vector: [2.309633048996502, -0.9233690542118619] User Vector: [1.818114256723826, -0.8669674718616103] Predicted: 4.999707708706363 Movie Vector: [1.5819609371887824, 0.008124523700492598] User Vector: [2.0168937525263138, 0.37888673180092947] Predicted: 3.1937254051890465 Movie Vector: [1.5914467916007518, -0.43158069021962625] User Vector: [1.9882531540778008, -0.22166205306620246] Predicted: 3.2598641648050024 Movie Vector: [2.4618666969709477, -1.1880778094660265] User Vector: [1.5574127592860654, 0.06749113193929543] Predicted: 3.7539578893311747 Movie Vector: [1.167980652761173, -0.3825696469543362] User Vector: [1.4301177738996762, -0.5915838637434356] Predicted: 1.8966719209809075 Movie Vector: [2.054067983347757, -0.4459617767050621] User Vector: [2.1853364634992185, -0.6193835552049096] Predicted: 4.765051053257237 Movie Vector: [-0.7432214303437273, 1.9632141922177462] User Vector: [2.1224205379981993, -0.4135635998639123] Predicted: -2.389342356679419 Movie Vector: [1.7982430420119493, 0.637041752503463] User Vector: [1.7982644992710868, -0.8984571335741787] Predicted: 2.661361916590001 Movie Vector: [1.928662245254967, 0.5002271203148464] User Vector: [1.9318004975207377, -0.4053288266103401] Predicted: 3.523034213217122 Movie Vector: [1.8540478746985036, -0.9323360630821889] User Vector: [0.9899156079460125, -0.03507715264128567] Predicted: 1.868054623440891 Movie Vector: [1.8723877510405391, -0.27884910873110674] User Vector: [2.0701331385287327, -0.20358629559052693] Predicted: 3.9328617886795927 Movie Vector: [2.3836560017280455, -0.5699171893415848] User Vector: [1.973567071934477, 0.20233242305139734] Predicted: 4.588992269971336 Movie Vector: [2.4675322008298655, -0.3409511444730211] User Vector: [1.8666423707747934, -0.7929775792380489] Predicted: 4.876366770502862 Movie Vector: [1.8418425674803278, -0.7967485082028567] User Vector: [1.0849486537789674, -0.4042707780048842] Predicted: 2.3204067533459782 Movie Vector: [1.8682118090294317, -0.2528111329577102] User Vector: [1.3371405665310623, 0.10677901433435935] Predicted: 2.471066873135658 Movie Vector: [2.060097912324542, 0.43270063216125493] User Vector: [1.5986613370999319, -0.4493701939339986] Predicted: 3.0989561160838637 Movie Vector: [2.2553068167731696, -0.3753854590464714] User Vector: [2.036366944370656, 0.14590301076997755] Predicted: 4.53786238241654 Movie Vector: [1.943812302982271, 0.08660963501000886] User Vector: [1.7418612325579899, -0.3653303819794783] Predicted: 3.3542101628927736 Movie Vector: [1.9586423883215782, -0.4974087305319059] User Vector: [1.8200682961138726, -0.3795501948330628] Predicted: 3.753654494993912 Movie Vector: [1.6145550898733452, 0.8010805032954946] User Vector: [1.9421659342077966, 0.219273376738622] Predicted: 3.311389521450896 Movie Vector: [1.903911857374555, -0.06453176276524378] User Vector: [2.044665857684348, 0.3038961609738002] Predicted: 3.8732526158489153 Movie Vector: [2.037274167895541, -0.22431956235899858] User Vector: [1.7988890889756866, -0.508395078433312] Predicted: 3.7788732333789388 Movie Vector: [1.8165490449018462, -1.5472484265336799] User Vector: [0.7112688703379028, 0.07699611007122424] Predicted: 1.1729226769238166 Movie Vector: [2.0685776453470854, -0.012153437748766411] User Vector: [1.5955295444285005, -0.49894449307166766] Predicted: 3.3065406389322516 Movie Vector: [1.4925522658595085, -0.7914416262297088] User Vector: [1.994026914867305, -0.45201052578587897] Predicted: 3.333929335570963 Movie Vector: [1.9895293116991088, 0.5189533392724828] User Vector:
avg loss: 8.956913787106261: 78%|███████████████████████████████████▊ | 54511/70000 [01:28<00:25, 612.27it/s]
[1.9483603252900894, -0.6374501887015708] Predicted: 3.545513072869689 Movie Vector: [2.2808944142349543, -0.04543355588489321] User Vector: [1.783278575799917, -0.3334212314366593] Predicted: 4.0826186547185825 Movie Vector: [2.031683798056075, 0.23987328798027832] User Vector: [1.6549890748153029, -0.07729040630022901] Predicted: 3.343874585373497 Movie Vector: [1.9611871247454424, 0.3520996525916336] User Vector: [1.791334840890365, -0.5558067189280747] Predicted: 3.3174434734194387 Movie Vector: [1.3738381351959763, 0.4290427985009773] User Vector: [1.7925224133358395, 0.00835010093160592] Predicted: 2.4662182003057627 Movie Vector: [0.22795502224922976, -0.8493347634137643] User Vector: [0.7078100514077253, 0.7428630506795983] Predicted: -0.46959055738090744 Movie Vector: [1.792425661094837, -0.018980998068700544] User Vector: [2.022506305335037, -0.7276003913117416] Predicted: 3.639002783030904 Movie Vector: [1.9876417181712014, -0.47569279567106776] User Vector: [2.114620454163721, -0.6040302964907792] Predicted: 4.490440693201667 Movie Vector: [2.189633645529945, 0.04150132962224958] User Vector: [1.9472186902433555, -0.13817222828877973] Predicted: 4.25796122817075 Movie Vector: [2.2518189774775736, -0.3361063276284605] User Vector: [1.8850065257191848, -0.24322745217980932] Predicted: 4.326443753014111 Movie Vector: [2.066195056557811, -0.7969261670945874] User Vector: [1.931197108747653, -0.7328633762385788] Predicted: 4.574267920762947 Movie Vector: [1.969189631485778, -0.7315859039552909] User Vector: [1.9294312031589584, -0.34914423172090375] Predicted: 4.054844918300064 Movie Vector: [1.23103519188687, -0.5477453782882428] User Vector: [1.9906230733250643, -0.7517037945969749] Predicted: 2.862269336377379 Movie Vector: [1.8446904470444012, 0.28554307734647033] User Vector: [2.0965232928348385, 0.1714553511125319] Predicted: 3.9163943788826905 Movie Vector: [2.10382675553174, -0.09869131776714747] User Vector: [1.879087022341112, -0.8863257201487234] Predicted: 4.0407462068660935 Movie Vector: [2.1401477679976755, 0.13779095568757976] User Vector: [0.6211488378716628, -1.29693082003584] Predicted: 1.1506449618119743 Movie Vector: [1.9640687271274568, 0.27119372238658807] User Vector: [2.034365494412615, -0.10641177444785867] Predicted: 3.9667754419047276 Movie Vector: [1.6996464888501912, 1.1068426206088493] User Vector: [1.672905244062051, -1.2728434250098268] Predicted: 1.4345101720865174 Movie Vector: [2.042079207469892, -0.387210706707459] User Vector: [1.3728007319577253, 0.12612755467048373] Predicted: 2.7545298911510776 Movie Vector: [1.9717980688995485, -0.28862557092076874] User Vector: [1.9231926035851503, -0.21344530310634693] Predicted: 3.85375323434052 Movie Vector: [1.5843912474123423, -1.1509818709548922] User Vector: [2.071209492366773, -0.04543710892324827] Predicted: 3.3339034799025375 Movie Vector: [2.276605915020435, 0.7005135554558379] User Vector: [1.9783996507508574, -0.6956029702607756] Predicted: 4.0167570372907475 Movie Vector: [1.8461954489744825, -0.29086430282275316] User Vector: [2.0343111675441943, -0.602036021676625] Predicted: 3.930846807037213 Movie Vector: [1.80501663714794, 0.723263101136358] User Vector: [1.8843466339944224, -0.9092325832669357] Predicted: 2.7436626466857863 Movie Vector: [2.130698541258782, -0.13745352647241293] User Vector: [2.18707133490561, -0.5885770753197875] Predicted: 4.740891697515804 Movie Vector: [1.8338607782672858, -0.38574205743691303] User Vector: [1.5251658524572116, -0.5406343511617762] Predicted: 3.005487244112085 Movie Vector: [1.2617692788120074, -0.2210360676671753] User Vector: [1.42186346279261, -0.2544464999398864] Predicted: 1.8503054897953635 Movie Vector: [1.4812062905890087, 0.23517629815427593] User Vector: [1.0042797719148764, 0.5098622826889718] Predicted: 1.607453039882891 Movie Vector: [1.2910205591609238, -1.537496845242814] User Vector: [2.014100286931723, 0.31256896559801584] Predicted: 2.1196710801130108 Movie Vector: [2.0854610914648615, -0.9764161730344069] User Vector: [1.6923780159547057, -0.29435238629536353] Predicted: 3.8167989348741016 Movie Vector: [2.004995260587061, 0.3695432933568788] User Vector: [1.4936882398192133, -0.0220631199104466] Predicted: 2.986684563638718 Movie Vector: [1.6979665912509487, -0.568069139412649] User Vector: [1.8845293554010512, 0.029452789032435606] Predicted: 3.1831366651837127 Movie Vector: [1.703893483423087, -0.06142798238355858] User Vector: [1.7247338358456399, -0.14238910598298554] Predicted: 2.9475094190306237 Movie Vector: [2.3421709243143565, -0.2941907500172056] User Vector: [1.8176613361901737, -0.178227927159813] Predicted: 4.309706539440165 Movie Vector: [1.5859573498459756, 0.8630423369639733] User Vector: [1.8560864571624585, -0.29472177703392555] Predicted: 2.6893165874808447 Movie Vector: [2.0361303221456373, -0.48954331233349424] User Vector: [2.044458200166923, -0.7484961415072362] Predicted: 4.5292046141014595 Movie Vector: [2.1918739187432634, -0.4693731635538192] User Vector: [1.3186257657713798, -2.4914862683011205] Predicted: 4.059698216280547 Movie Vector: [1.823449719657648, -1.1357326320320886] User Vector: [1.5017600199875472, -0.39515896556037805] Predicted: 3.1871788194663226 Movie Vector: [2.213250961128997, -0.01911605335386985] User Vector: [1.9868488472151975, -0.23978660314021688] Predicted: 4.401978894216247 Movie Vector: [2.1701871000337025, 0.40949162543823964] User Vector: [1.8950297828844793, -0.27824805746908676] Predicted: 3.9986289396675154 Movie Vector: [1.632861573809262, -0.4372650281824127] User Vector: [1.8873449700728653, 0.037962712534986565] Predicted: 3.0651733115876816 Movie Vector: [2.084848172885671, 0.20733714727415964] User Vector: [1.9471075300196699, -0.06262581840138971] Predicted: 4.046438917840388 Movie Vector: [2.0973138276643386, -0.3965954632509642] User Vector: [2.0536494651864357, -0.7797471966700997] Predicted: 4.616391621193005 Movie Vector: [1.8963057200121882, -0.7493262984228366] User Vector: [2.0382083840881933, -0.2580766577852916] Predicted: 4.05844984401083 Movie Vector: [1.859071380176136, 0.4668158005477097] User Vector: [1.4422263083103215, -0.6209423992812225] Predicted: 2.3913359303023234 Movie Vector: [1.6194852141375362, -0.07686794685463226] User Vector: [1.8155843690455042, -0.6662826474811877] Predicted: 2.9915278198251696 Movie Vector: [1.9394211582569871, 0.7121754097298092] User Vector: [2.1281138765502954, -0.3552248488993422] Predicted: 3.874326677050842 Movie Vector: [2.0280611379919673, -0.2767925876537003] User Vector: [1.5661131938434638, 0.5907596606833299] Predicted: 3.012655410968449 Movie Vector: [1.6262241423829646, -0.11206896123179219] User Vector: [2.071589159517948, -0.7222551007397009] Predicted: 3.4498106831911834 Movie Vector: [1.392647443708099, -0.8835624305460904] User Vector: [1.3593140842775144, -0.32936464966915036] Predicted: 2.1840595150631317 Movie Vector: [1.7342682389935382, 0.0019412423055154594] User Vector: [0.783645945756289, -1.800467014444307] Predicted: 1.3555571316030606 Movie Vector: [1.533673532761511, -0.6344022957057711] User Vector: [1.7142111483724107, -0.8254280095951677] Predicted: 3.1526936920505015 Movie Vector: [1.282284399143552, -1.4720179168188903] User Vector: [2.0650974010879914, -0.34764449865494407] Predicted: 3.1597811108306244 Movie Vector: [1.9490179448579927, -0.935701278885029] User Vector: [1.8034653204414264, -0.476801393059356] Predicted: 3.961129945729213 Movie Vector: [2.140010659096195, -0.7545790442965219] User Vector: [1.9750930571140166, -0.20508912812695848] Predicted: 4.381476153228533 Movie Vector: [1.5629867804851876, -0.16700807549411661] User Vector: [1.8610093762199333, 0.2557887015602384] Predicted: 2.8660142746100266 Movie Vector: [0.8641121922086312, -1.01106668197323] User Vector: [2.0474029735700587, -0.028142850582502533] Predicted: 1.797640170385813 Movie Vector: [2.2759146102582624, -0.07189164234446235] User Vector: [1.8273326587506973, -0.16328606659373543] Predicted: 4.170591999352179 Movie Vector: [2.0428877564868873, 0.3615503587820589] User Vector: [1.6566648927102643, -0.3680208221657671] Predicted: 3.25132236562616 Movie Vector: [1.8425594747229948, -1.0039416267896217] User Vector: [1.9699769383124737, 0.10797167153641762] Predicted: 3.521402417103979 Movie Vector: [1.6201774022429083, -0.07712196585328933] User Vector: [2.200368331021557, -0.7285192140404414] Predicted: 3.6211718804807616 Movie Vector: [2.1529583726108, -0.29076604774693526] User Vector: [2.0356567771044123, -0.622428064912152] Predicted: 4.563665250470141 Movie Vector: [1.2925006270080601, -1.2496961357586676] User Vector: [1.910719861742973, -0.32685891215765533] Predicted: 2.8780809388012503 Movie Vector: [2.1701704667089796, -0.44414049528946287] User Vector: [1.790946820858384, -0.005166692066183618] Predicted: 3.8889546352464857 Movie Vector: [2.2750430051333552, 0.04071308686374425] User Vector: [2.1600474817281965, -0.21697696985090908] Predicted: 4.90536711184068 Movie Vector: [2.26819159566491, -0.24228167965261682] User Vector: [1.8902140922257757, -0.2951602310400864] Predicted: 4.358879634536929 Movie Vector: [0.6229301486864987, -0.47658098564883833] User Vector: [1.876641360625825, -0.4480622678799911] Predicted: 1.3825544390641784 Movie Vector: [0.4808556004185222, -1.2158154181574143] User Vector: [1.3816077266518294, 0.10076160609659461] Predicted: 0.5418462986914911 Movie Vector: [0.7311248345218841, -0.23122175621950394] User Vector: [1.909326384958374, 0.20526390077343193] Predicted: 1.3484944576256594 Movie Vector: [1.0746258216584825, -0.7107044678893808] User Vector: [1.6808558935615276, -0.7611113555286687] Predicted: 2.3472163866436273 Movie Vector: [0.37911772601263105, -0.7234695934364617] User Vector: [1.9850065478784689, -0.2967939523406974] Predicted: 0.9672725685861929 Movie Vector: [2.20101779729862, -0.04373667590284622] User Vector: [2.135007669196464, 0.2925563233088719] Predicted: 4.686394436174573 Movie Vector: [2.0403504731199598, -0.3749671295105359] User Vector: [2.0788137034938345, -0.16777484797636497] Predicted: 4.304418576601665 Movie Vector: [2.212721732601027, -0.29851885571974607] User Vector: [1.6821920751875112, -0.43182549231609907] Predicted: 3.8511310150134452 Movie Vector: [2.318199378016086, -0.7045824995385546] User Vector: [2.0213479676804704, -0.1930701823837595] Predicted: 4.82192147312126 Movie Vector: [1.9580726380039195, -0.2884930814078533] User Vector: [2.1185386912957873, -0.062247766792322926] Predicted: 4.166210694031588 Movie Vector: [1.427043543215175, -0.1096648253846303] User Vector: [1.6528076882413898, -0.42783279410857833] Predicted: 2.4055467483410107 Movie Vector: [1.272743085894949, -2.3806143220631406] User Vector: [1.5668343262513447, 0.19431395848525565] Predicted: 1.5315909629324875 Movie Vector: [0.6131123764417657, -0.23195625318777047] User Vector: [1.7061102311607215, -0.6858791629523543] Predicted: 1.2051312590765526 Movie Vector: [1.8269109875073128, -0.47576162492642987] User Vector: [2.0401612063917036, -0.17596160315862883] Predicted: 3.810908702486587 Movie Vector: [1.9532421781380649, -0.702388937007458] User Vector: [1.6205086904722847, -0.25682044401436316] Predicted: 3.345633762942781 Movie Vector: [2.1686866607257955, -0.3659884469915109] User Vector: [1.9767336718148583, -0.6364852002023259] Predicted: 4.5198621758275355 Movie Vector: [1.6775136224802325, -0.12995092805148684] User Vector: [1.8979097270867464, -0.22623880038371014] Predicted: 3.2131693634968754 Movie Vector: [1.097586358727145, -0.7543194039808511] User Vector: [1.9890500031390308, -0.6268366008195224] Predicted: 2.65598916139515 Movie Vector: [0.43133117665768594, -0.9028275726085987] User Vector: [1.8950628285364537, 1.0121417253826952] Predicted: -0.09638977739026655 Movie Vector: [1.4812085824614767, -0.6922635406979614] User Vector: [1.7725180977324528, -0.8953955430597943] Predicted: 3.2453187078933468 Movie Vector: [1.504878214369383, -0.7933075191982646] User Vector: [2.032794200107702, -0.23668781386050858] Predicted: 3.2468739284766577 Movie Vector: [1.9883559015246577, -1.4393741844208194] User Vector: [2.1095035797467703, 0.5264718858149963] Predicted: 3.4366538508114313 Movie Vector: [2.0218659372065697, -1.2535514067270175] User Vector: [1.8277369827010532, -0.20433605175270825] Predicted: 3.9515848926156245 Movie Vector: [2.057779417673261, -0.7717549368153174] User Vector: [1.6859981850210348, 0.0023989348170872053] Predicted: 3.4675609735825748 Movie Vector: [1.8066967470869248, -0.012906519478045358] User Vector: [1.1124175592014338, -0.15526875693290537] Predicted: 2.0118051648472934 Movie Vector: [2.2169641192794023, -0.1287878339983947] User Vector: [1.7032895867286542, -0.33275956357142816] Predicted: 3.8189872819542834 Movie Vector: [2.2433664798957413, -1.0518474556009532] User Vector: [1.8550246640215993, -0.5525262602439545] Predicted: 4.742673491636229 Movie Vector: [2.1251034620072664, -0.48531940485999125] User Vector: [1.7986245321505547, -0.2871654588647813] Predicted: 3.9616301897169457 Movie Vector: [1.9155738795761588, -0.0627984508096794] User Vector: [1.5594906832558577, -0.13492501354861755] Predicted: 2.9957927001136264 Movie Vector: [1.979415963106732, 0.22119034418658648] User Vector: [1.3871664732022195, -0.4535279603113679] Predicted: 2.6454634549034286 Movie Vector: [1.844674411470104, -0.8907625133823994] User Vector: [1.6335608404451591, -0.37210977828156133] Predicted: 3.3448493233050334 Movie Vector: [1.6264681352733927, -0.6250997449837047] User Vector: [1.719894867561548, -0.9537482772890873] Predicted: 3.393542003021166 Movie Vector: [1.8892242907196395, -0.3536745570777846] User Vector: [1.4347984904801967, -0.03372814656472743] Predicted: 2.7225849478003936 Movie Vector: [0.3514590551353546, 1.2986122952303232] User Vector: [1.995474965019132, -0.7687465812453024] Predicted: -0.2969760165695474 Movie Vector: [1.9604959468584704, -0.6568812155185538] User Vector: [1.6221582854844405, -0.08505015945221553] Predicted: 3.2361025959761496 Movie Vector: [1.9788327550072884, -0.4246380748474743] User Vector: [1.7748705413028627, -0.3983769229811617] Predicted: 3.681337972666002 Movie Vector: [1.2891490733089757, -2.4540674619395846] User Vector: [1.6721583278966792, -0.331207806754856] Predicted: 2.9684676605313562 Movie Vector: [2.083478375469462, -0.2955079056451416] User Vector: [0.6422559188184208, -0.8879114348036459] Predicted: 1.6005111668726482 Movie Vector: [2.0024714365725047, -0.10593575394997742] User Vector: [1.7547009103473508, -0.9566599738185404] Predicted: 3.615082948298574 Movie Vector: [1.0891750092404244, -0.7557662575156268] User Vector: [1.6689104529812975, 0.43232487277245835] Predicted: 1.4909990069211851 Movie Vector: [1.8388814822769397, -0.12510282596578925] User Vector: [1.689724831875602, -0.3176805946297112] Predicted: 3.146946443622229 Movie Vector: [2.1181805023273665, 0.1765322471062547] User Vector: [1.61690015692417, 0.016986509011961852] Predicted: 3.427885053213209 Movie Vector: [2.0389968698450867, -0.06593811691815592] User Vector: [1.0738273205298678, -1.134920623390945] Predicted: 2.2643650740725154 Movie Vector: [1.9459587264116927, -1.167968496442142] User Vector: [2.003173781676564, -0.20319223168466938] Predicted: 4.135415626302087 Movie Vector: [1.476383590824478, -0.25731853542227373] User Vector: [1.6403397103505921, 0.8815925700995427] Predicted: 2.194920522762219 Movie Vector: [0.45910022467146105, -0.8600101897026817] User Vector: [1.0389916469198683, -0.558477450107475] Predicted: 0.9572975963442825 Movie Vector: [1.9024010815058436, -0.4608819321122283] User Vector: [1.989319698123998, -0.43323260243335265] Predicted: 3.9841530240354643 Movie Vector: [1.795708899281328, -0.5322143434616704] User Vector: [1.632438521367876, 0.011707473502589102] Predicted: 2.9251534950261715 Movie Vector: [2.0879025543882856, -0.003988144301542235] User Vector: [1.8431158154370326, -0.6276265478221291] Predicted: 3.850749284324622 Movie Vector: [1.5893316837821005, 0.29007042360794005] User Vector: [1.6427020043634877, 0.01863684685019098] Predicted: 2.6162043406078044 Movie Vector: [2.1365899316140866, -0.23909305939794276] User Vector: [1.6324055436416043, -0.5415190812554599] Predicted: 3.6172547027154023 Movie Vector: [1.8750284899640441, -1.5409179234332504] User Vector: [1.2067201697680607, 0.6109372876297023] Predicted: 1.3212304811270588
avg loss: 8.940771929329152: 78%|███████████████████████████████████▉ | 54649/70000 [01:28<00:23, 639.93it/s]
Movie Vector: [2.084731120677333, 0.674640276273206] User Vector: [1.719787420689706, -0.6649492282806067] Predicted: 3.1366928257863473 Movie Vector: [2.1528090279993224, -0.20036069653933325] User Vector: [1.106531870011542, -1.2672571975976956] Predicted: 2.636060334334978 Movie Vector: [1.724311869332248, -0.10722411078050025] User Vector: [1.7603147293452126, -0.3224829681068474] Predicted: 3.0699095310674465 Movie Vector: [2.1203033582062996, -0.2003640735017369] User Vector: [1.665616811205936, 0.23182391359998983] Predicted: 3.485163734620805 Movie Vector: [1.8012935099407221, -0.17825503726949568] User Vector: [1.4948896222250792, -0.021841691551202153] Predicted: 2.696628366133261 Movie Vector: [1.1031721628299207, -0.7707752429695766] User Vector: [2.5179732086520774, -0.44199087162508227] Predicted: 3.1184335720036653 Movie Vector: [1.4962513028142592, -1.0134332974785618] User Vector: [2.138401844622191, -0.5094640550105958] Predicted: 3.7158943831725555 Movie Vector: [2.015620152115537, -0.10548347417870411] User Vector: [1.764958625948687, -0.6231450028221451] Predicted: 3.6232176739270994 Movie Vector: [1.897911133148872, -0.2804252381160861] User Vector: [1.5247130245781046, -0.5405391014242708] Predicted: 3.045350630431831 Movie Vector: [1.6919941011495339, -0.7947440301185527] User Vector: [1.9625364122796556, -0.05465959257861856] Predicted: 3.3640404177589165 Movie Vector: [1.815115765072602, -0.7811463251475361] User Vector: [1.9037982319337836, -0.6360365723411201] Predicted: 3.9524518154440575 Movie Vector: [0.5086898367321915, 0.07663604743106034] User Vector: [1.7757167431359775, -0.2775698382661546] Predicted: 0.8820172048576624 Movie Vector: [2.0218613704485096, -0.019777486906335094] User Vector: [1.8321419812420532, -0.2070671389212918] Predicted: 3.7084323646790534 Movie Vector: [1.9432843843361198, -0.3199508405602002] User Vector: [0.7733455521192404, 0.12289472133275486] Predicted: 1.4635100657382882 Movie Vector: [0.8130525185050362, 0.5492430471820288] User Vector: [2.24181334510737, -0.2173060987256354] Predicted: 1.7033581224224403 Movie Vector: [1.6240851918688428, -0.45804884529379786] User Vector: [2.107425319541691, -0.5300483793005091] Predicted: 3.6654263025255718 Movie Vector: [1.903745642247849, -0.13729776121263787] User Vector: [2.0673587715590047, -0.21863568289496668] Predicted: 3.9657434421009965 Movie Vector: [2.1967031687086003, -0.4456631335741919] User Vector: [2.362428779260182, -0.13582650536174912] Predicted: 5.250087651251181 Movie Vector: [1.0906928796269784, -0.5120317576617677] User Vector: [0.16455235566562296, -1.1290482473148078] Predicted: 0.7575846412078802 Movie Vector: [2.414224466331357, -0.14427657995980872] User Vector: [2.227987925157623, -0.7298339326588437] Predicted: 5.4841609033490055 Movie Vector: [1.45217277508677, -0.07310486514969186] User Vector: [2.2279838830411003, -0.2477942034767689] Predicted: 3.253532500114437 Movie Vector: [1.458373818422058, -0.2815906137533341] User Vector: [1.3854207085545387, -0.3011634081143719] Predicted: 2.1052660777866476 Movie Vector: [1.7559766456278953, -0.18321305202942556] User Vector: [1.9734955955619915, -0.15860063727033874] Predicted: 3.494469882864482 Movie Vector: [0.2491530904878297, -0.7883020350884518] User Vector: [1.741670967204335, 0.03669976553999352] Predicted: 0.40501220422944156 Movie Vector: [2.0162080526577815, 0.3350280249331578] User Vector: [1.4086600850441011, -0.42874853420964576] Predicted: 2.696509032314268 Movie Vector: [2.185458352285241, 0.2724887022494382] User Vector: [2.0398920642839387, 0.07452106961266096] Predicted: 4.47840529919871 Movie Vector: [2.1832216520366483, -0.03644665596830743] User Vector: [2.219629691484081, 0.5528123294822346] Predicted: 4.825795441163794 Movie Vector: [1.5191379397015918, -0.34835665547328315] User Vector: [0.8288221203001788, -2.149918487404202] Predicted: 2.008033542024226 Movie Vector: [1.8475051427015596, -0.07193982602995966] User Vector: [1.778802319471326, 0.18877345936388676] Predicted: 3.272766103247026 Movie Vector: [2.097426896042498, -0.05594240800553014] User Vector: [1.51872947596956, -0.15553190122847427] Predicted: 3.194124879787483 Movie Vector: [2.6183067274420657, -0.5768009524337284] User Vector: [1.7025437904956051, -0.6321729927598558] Predicted: 4.822419844746123 Movie Vector: [2.0912474816792703, -0.2240515754197652] User Vector: [1.7621187077051315, -0.6499725354583679] Predicted: 3.8306536804573126 Movie Vector: [1.6481833743439158, -0.6098911318098823] User Vector: [2.1080998881730495, -0.3420516739729088] Predicted: 3.6831494697198908 Movie Vector: [1.8329455679109203, -0.4013850885205399] User Vector: [1.9427507158342054, -0.06305910147502834] Predicted: 3.5862672971716547 Movie Vector: [2.1588455661522383, -0.4227900534089827] User Vector: [1.841780919786356, -0.38506424305434217] Predicted: 4.138921904391401 Movie Vector: [2.2134820594358424, 0.09098703829748707] User Vector: [1.8282849276061999, -0.38242117708236284] Predicted: 4.012080516508319 Movie Vector: [2.305726903486396, -0.35291384285824623] User Vector: [1.6944835963988334, -0.35373758230334446] Predicted: 4.031855305267232 Movie Vector: [1.7438899131824857, 0.4461350968845349] User Vector: [2.0116514803549554, -0.3185554180410436] Predicted: 3.3659799731387876 Movie Vector: [1.796446864209479, 0.13487895459462107] User Vector: [1.9277506496037287, 0.07517155926531024] Predicted: 3.4732406707873573 Movie Vector: [1.171766356230664, -0.8356515994521678] User Vector: [1.7763852069730433, -0.1380347624507599] Predicted: 2.1968573912588343 Movie Vector: [2.098353182866899, -0.05319027385160961] User Vector: [2.074003557969982, -0.7797317145949672] Predicted: 4.3934661105736765 Movie Vector: [2.167335259751746, -0.05678842608119442] User Vector: [1.8217484839976774, -0.16782351046615437] Predicted: 3.9578701567862495 Movie Vector: [2.128346458331336, -0.031812341579951206] User Vector: [1.1270543687857744, 3.032685292656712] Predicted: 2.302285353717573 Movie Vector: [2.1876666684498276, -0.5009916431236523] User Vector: [1.6554813167338418, -0.9081610178929506] Predicted: 4.076622377435095 Movie Vector: [2.2805563442454804, -0.36573695954514773] User Vector: [1.5288219619975143, -0.13971436457581002] Predicted: 3.5376633315599926 Movie Vector: [2.3227250593974156, -0.2507971752363731] User Vector: [1.8194525602106222, 1.1892765459244905] Predicted: 3.927820857693264 Movie Vector: [1.6420395602882998, -1.0089695659388076] User Vector: [1.2864344869191302, 0.3223849842445459] Predicted: 1.7870996816219842 Movie Vector: [1.9748885216212932, -0.037207068071574714] User Vector: [1.0717559607309508, -0.5874632747653157] Predicted: 2.1384563308804996 Movie Vector: [1.9661211129453304, -0.5334388764357374] User Vector: [1.2261139527958544, -0.5137427909420571] Predicted: 2.6847389066458747 Movie Vector: [1.9987530709471208, -0.0912905928616349] User Vector: [1.8112081172018564, -0.6975778822481747] Predicted: 3.683840084819163 Movie Vector: [1.9413429366131214, -0.22339946463305108] User Vector: [1.8185516002253435, -0.7058238219740047] Predicted: 3.6881129679182063 Movie Vector: [1.7800083883367925, -0.007042156141893796] User Vector: [1.6077799947795324, 0.016937878077439586] Predicted: 2.8617425981255185 Movie Vector: [1.7049775882107407, -0.5599045909574863] User Vector: [1.8136176156516057, -0.25111344229818183] Predicted: 3.2327769574640786 Movie Vector: [2.0491461591145024, -0.28476172956480567] User Vector: [1.8472169461353969, -0.2385805894897892] Predicted: 3.8531561315282725 Movie Vector: [2.0147560086886425, -0.028261921975687162] User Vector: [2.1019840538970285, 0.09409202784394902] Predicted: 4.232325781207289 Movie Vector: [1.3260536042466122, -0.6939598930051254] User Vector: [2.0945812530029384, -0.26579515374018237] Predicted: 2.9619781963827494 Movie Vector: [1.7905715117621566, -0.062116299690845374] User Vector: [1.7120230710244975, -0.5340888419217457] Predicted: 3.098675361022372 Movie Vector: [1.5532699648424628, -1.150299148559514] User Vector: [2.095991443663109, -0.01028887612349277] Predicted: 3.2674758414531886 Movie Vector: [2.0821350790567155, 0.6327663643004315] User Vector: [1.9913156867902866, -0.1960749783395625] Predicted: 4.02211859376776 Movie Vector: [1.7963376915456097, -1.0064749778629247] User Vector: [1.7234669596778696, -0.6367822708806253] Predicted: 3.7368340817909553 Movie Vector: [1.720144269140155, -0.5662433530156169] User Vector: [1.8136845103048302, -0.06135087983291848] Predicted: 3.154538544336172 Movie Vector: [2.5491937816502994, -1.1842934538038383] User Vector: [1.491647022986263, -0.3802304120199981] Predicted: 4.252801703306183 Movie Vector: [1.3009806734683445, -1.2919947445479811] User Vector: [2.4302883505607147, -0.7409421507461564] Predicted: 4.119051539812863 Movie Vector: [2.147331699074057, -0.4203828298008663] User Vector: [1.484172675899215, -0.6229405100680809] Predicted: 3.4488845282779663 Movie Vector: [2.230838387776475, -0.13149835108599436] User Vector: [2.091188621575764, 0.08091685945312971] Predicted: 4.654463419499442 Movie Vector: [1.589635930107205, -1.080355426831363] User Vector: [1.719572516476183, 0.3082448519390508] Predicted: 2.4004802580302207 Movie Vector: [2.0608309234555233, -0.29003781487679986] User Vector: [1.8763532369430365, 0.32292620588117144] Predicted: 3.773185962897848 Movie Vector: [0.9213524076447255, -0.8148886254068884] User Vector: [1.5740179623855164, -0.7555247885410735] Predicted: 2.065893795715006 Movie Vector: [2.201876165607125, -0.3090643564729546] User Vector: [1.6938580552415976, 0.41501401286996725] Predicted: 3.6013996409431956 Movie Vector: [1.7287847627913084, -0.6937241464552195] User Vector: [2.1058595819086756, -0.3559319147518219] Predicted: 3.8874965215391732 Movie Vector: [2.220724949896728, -0.27814150266746795] User Vector: [1.7095706571502798, -0.3024020080261361] Predicted: 3.8805967608670207 Movie Vector: [2.13247751190492, 0.0034815331149449114] User Vector: [1.5730586354037615, -0.5348779220669602] Predicted: 3.352649969708233 Movie Vector: [1.4736181581506844, -0.012228378584299216] User Vector: [1.7335140577580488, -0.9212716349078415] Predicted: 2.5658034512523646 Movie Vector: [2.22412829026554, -0.3325333239238068] User Vector: [1.7893862534140321, -0.958494915332149] Predicted: 4.298556088589878 Movie Vector: [1.9319686092005988, 0.7125157761511921] User Vector: [1.9365096019453614, 1.073580159563822] Predicted: 4.506218563026122 Movie Vector: [1.442016040701502, -2.4843461336123984] User Vector: [2.481862712006847, -0.7921602858812302] Predicted: 5.546886184963132 Movie Vector: [0.9361636417874895, -0.03765096048692335] User Vector: [1.934818471505391, -0.04164023988550923] Predicted: 1.8128745015087862 Movie Vector: [1.5004461791443808, -0.44110916545430023] User Vector: [1.7205000789721663, -0.14907823998155123] Predicted: 2.6472775477370503 Movie Vector: [1.4319676170932383, -0.43139356995975053] User Vector: [1.8758715283014396, -0.6310195054404873] Predicted: 2.9584050395210713 Movie Vector: [2.0487009783809462, -0.2650677149872458] User Vector: [1.9143517997051571, 0.7215953268274848] Predicted: 3.7306627805936445 Movie Vector: [2.132341865437476, -0.655562130735673] User Vector: [1.538754087383257, 0.017210961744295036] Predicted: 3.2698669063872554 Movie Vector: [1.5829128572601707, 0.17133598517719478] User Vector: [1.817216178262118, -0.6908518518137414] Predicted: 2.7581270703503002 Movie Vector: [1.5953604718034378, -0.6267307136105797] User Vector: [1.8661837741746758, -0.18650583783728647] Predicted: 3.094124763279533 Movie Vector: [2.3286347530342866, -0.2469343319891075] User Vector: [1.8022938239006634, -0.2880034314718836] Predicted: 4.268001968475222 Movie Vector: [1.757737808192852, 0.03412471673098218] User Vector: [1.7355985736042077, 0.07859897551816951] Predicted: 3.0534094004446035 Movie Vector: [1.6628840569106293, -0.09552498493100411] User Vector: [1.8554104594640453, -1.012231074268847] Predicted: 3.182025830184212 Movie Vector: [1.9795327932081237, -0.8093130273930171] User Vector: [1.2862137367135404, -0.011134413914102345] Predicted: 2.555113497132282 Movie Vector: [2.3456435338490857, 0.07565593437812218] User Vector: [1.7049856804732226, -0.3665933730914952] Predicted: 3.9715536725292333 Movie Vector: [1.6629965260630057, -0.0766372827942551] User Vector: [1.6587306009078508, -0.2485745650760037] Predicted: 2.7775133062233466 Movie Vector: [2.3620912107397727, -0.5086063459557565] User Vector: [2.067619324773195, -0.8357959334553828] Predicted: 5.30899654988189 Movie Vector: [1.299076680723072, -0.22347495778134457] User Vector: [1.8125973857831732, -0.43904957200201705] Predicted: 2.4528195799775907 Movie Vector: [0.3318380616892379, -1.804661732125673] User Vector: [1.2927937626417967, -0.6574639782746599] Predicted: 1.615498258202374 Movie Vector: [2.2435667263202452, -0.36235659146253996] User Vector: [2.0160760162579883, -0.22787470139155397] Predicted: 4.605772967885484 Movie Vector: [1.8177353488489794, 0.8290349895083439] User Vector: [1.6575045632731877, -0.16938319180817357] Predicted: 2.872480042896584 Movie Vector: [2.0287930229420144, -1.3252118152536627] User Vector: [1.8607576508434729, -0.240462287618079] Predicted: 4.093755604091613 Movie Vector: [1.919435797666198, -0.39192597042892363] User Vector: [2.0687605045737425, -1.2243971919447478] Predicted: 4.450726026920222 Movie Vector: [2.026222160084103, -0.05243661505804315] User Vector: [0.7741341681141901, -2.213206027771372] Predicted: 1.6846208388336326 Movie Vector: [1.161172077240151, -0.738634828658068] User Vector: [1.5739652418958703, -1.282984898485604] Predicted: 2.7753018200998274 Movie Vector: [1.0588697202910387, 2.272919154691665] User Vector: [1.4736525313943951, -0.132110972798355] Predicted: 1.2601284831054336 Movie Vector: [1.2066788140581728, -1.4839976401521169] User Vector: [1.6469092394691656, -0.006451189003334953] Predicted: 1.9968640372012243 Movie Vector: [1.803393616666185, -0.3805314451426928] User Vector: [1.5698131046860087, -0.6865524613861714] Predicted: 3.0922457326472266 Movie Vector: [1.856403886818049, -0.9037503397039038] User Vector: [2.218391180672852, 0.12914255390941545] Predicted: 4.001517383318099 Movie Vector: [2.1482922694229405, -0.2819795525884804] User Vector: [1.8221866042484938, -0.7829492700426883] Predicted: 4.135365080219192 Movie Vector: [0.7923753416324356, 0.05876653026669781] User Vector: [1.6520606990975741, -0.7683363714532504] Predicted: 1.2638996982169486 Movie Vector: [1.9040970814127118, -0.2990112288528015] User Vector: [1.8711706419412153, -0.4912760648353787] Predicted: 3.7097876179978138 Movie Vector: [0.5356588917959131, 0.3209693678529555] User Vector: [1.878551846941244, -0.6318269763726876] Predicted: 0.8034658953149267 Movie Vector: [1.6812821244934009, 0.46414056246081037] User Vector: [1.6888847309918569, -0.35123806643670946] Predicted: 2.6764678748328734 Movie Vector: [2.52450062220955, -0.15476128956354673] User Vector: [0.7531649516721982, -0.021768839707287185] Predicted: 1.9047343628282918 Movie Vector: [1.5900838377026432, -0.6066817499352295] User Vector: [2.123135126703894, -0.6160300540903079] Predicted: 3.7496970414588175 Movie Vector: [2.0465683862777877, -0.005270833382360129] User Vector: [1.964647754171705, 0.7340002765832208] Predicted: 4.016917190698989 Movie Vector: [1.9765638774053524, 0.15197340132145876] User Vector: [1.2836027039379228, -0.6074795014001074] Predicted: 2.444802011482697 Movie Vector: [2.110902694728659, 0.08653148619567697] User Vector: [1.5974428509480152, -0.4203919527659761] Predicted: 3.3356692782836537 Movie Vector: [1.0998927864571761, -0.5751553674094235] User Vector: [1.6631805013695231, 0.15592682792193005] Predicted: 1.7396380840301444 Movie Vector: [2.631911937020989, -0.5818527144528006] User Vector: [1.7629063300201149, -1.1051137024207318] Predicted: 5.282827621362291 Movie Vector: [1.9709831121033998, 0.05053226260851126] User Vector: [1.4524585527371916, 0.12618288634340485] Predicted: 2.869147585224555 Movie Vector: [1.4634833343908418, 0.4279974223085559] User Vector: [1.9467804972378688, 0.2941222901036552] Predicted: 2.974964395432591 Movie Vector: [2.169251097252209, -0.13388142168997266] User Vector: [2.263524577198659, 0.7018381371541266] Predicted: 4.816190085147097 Movie Vector: [0.9284193068623989, -0.5495188244372773] User Vector: [1.7586059366331794, -0.43229945934647834] Predicted: 1.8702803954380236 Movie Vector: [1.7039545417076905, -0.6835897372641037] User Vector: [2.0228684303380784, -0.43121155238173803] Predicted: 3.7416476409495543 Movie Vector: [1.6020547919146946, -0.5342393846556813] User Vector: [1.7151126021385283, -0.2613164682342067] Predicted: 2.887309912119149
avg loss: 8.924162592697991: 78%|███████████████████████████████████▉ | 54715/70000 [01:29<00:23, 644.93it/s]
Movie Vector: [1.9705700312425964, -0.42218979839004833] User Vector: [1.7274749346363922, -0.38656505647456857] Predicted: 3.5673141591748734 Movie Vector: [1.99554627416462, -0.30127350530156305] User Vector: [2.2420617846314395, -0.9876086624692436] Predicted: 4.771678364376445 Movie Vector: [1.7524636860540774, -0.4693406291377128] User Vector: [1.8174796406093052, -0.5465394064804681] Predicted: 3.441580219196518 Movie Vector: [2.0712302256276343, -0.41888158919306795] User Vector: [1.9331586182768288, -0.7190121907021799] Predicted: 4.30519753019804 Movie Vector: [2.0678915639598037, 0.5365173835102761] User Vector: [1.8025581937908801, -0.9376172105718713] Predicted: 3.2244469499365582 Movie Vector: [2.5993488068182677, -1.1970782920334022] User Vector: [1.4517578973707093, 0.026798447036518645] Predicted: 3.741545319111927 Movie Vector: [1.7306165777405569, -0.6706225868559882] User Vector: [1.7232367084266147, -0.2640256249784884] Predicted: 3.1593235625935128 Movie Vector: [1.9057173831069658, -0.06576211539940642] User Vector: [1.7980905316321236, 1.1118593596662854] Predicted: 3.3535341590130994 Movie Vector: [1.7179201958449066, -0.7760062507963736] User Vector: [2.123339735141876, 0.1824739753924875] Predicted: 3.50612726812797 Movie Vector: [2.1849402164531635, -0.13695082667236366] User Vector: [1.8420642902057862, -0.1384417577956592] Predicted: 4.043760062138964 Movie Vector: [2.233338212377411, 0.2742378430247986] User Vector: [1.7094133159611138, 0.5059412849302938] Predicted: 3.9564463259592153 Movie Vector: [1.9173635078264697, -0.054267116221079485] User Vector: [1.8789988463919212, -0.2961374264938197] Predicted: 3.6187943434608556 Movie Vector: [1.769657186997091, 0.7186268339492219] User Vector: [1.7272026633629343, -0.595934793954428] Predicted: 2.628301872401081 Movie Vector: [2.2791528099435823, 0.2401556741611362] User Vector: [1.9792045351856242, 0.09886418898908604] Predicted: 4.5346523737784645 Movie Vector: [2.017362280241882, 0.19939972261752176] User Vector: [1.9963486676851703, -0.43176257017245784] Predicted: 3.941265163670182 Movie Vector: [1.9337519799609983, -1.1667303032930436] User Vector: [2.0566038165039418, 0.00785217897263476] Predicted: 3.9678003270055897 Movie Vector: [2.0097195132199004, -0.24696893662601252] User Vector: [1.9707811570368485, -0.7481308427737805] Predicted: 4.145482426280011 Movie Vector: [2.016258259502351, -0.6598048473393351] User Vector: [0.9722278867410438, 0.12022792472701603] Predicted: 1.8809355392397116 Movie Vector: [2.2539137046267377, -0.7032460806812105] User Vector: [1.9768764444119113, -0.07053207766471524] Predicted: 4.505310317593798 Movie Vector: [2.1031928217813785, -0.8109663222979105] User Vector: [1.3818740872232478, -0.502170134682794] Predicted: 3.313590728145181 Movie Vector: [1.3390709963194958, -1.7123699145948834] User Vector: [2.1920065924602534, -0.07307217686789134] Predicted: 3.060379048967188 Movie Vector: [1.8799215160950689, -0.5076688311298618] User Vector: [1.891567766781673, -0.6097047505807801] Predicted: 3.865527041986435 Movie Vector: [1.7274721191038835, -0.6886029407454469] User Vector: [1.5445158405064323, -0.004448264034749408] Predicted: 2.671171139684703 Movie Vector: [2.2550863662909584, 0.3470541326199127] User Vector: [2.131877247986257, -0.5369446786112319] Predicted: 4.621218446839398 Movie Vector: [1.4467845463677371, -2.3590302371612393] User Vector: [1.4303630598308459, -0.25593545480480123] Predicted: 2.673186647304679 Movie Vector: [2.0182956090615036, 0.980085982669629] User Vector: [1.4057991251556752, 0.6199789108785345] Predicted: 3.4449508416270374 Movie Vector: [1.3814555446782926, -0.9171574107756807] User Vector: [1.1637532742683545, 0.5351824478647992] Predicted: 1.116826865199266 Movie Vector: [1.9958712097424594, -0.16642392743366966] User Vector: [1.6314628349023186, -0.3942249621368211] Predicted: 3.3217981684375526 Movie Vector: [2.480127889624945, -0.07611741145385574] User Vector: [2.0476188084205678, -0.5760793695964506] Predicted: 5.122206184490097 Movie Vector: [1.5330247388967582, 1.231541141648254] User Vector: [1.1550942479724546, -0.6173602178165574] Predicted: 1.0104835504411018 Movie Vector: [2.074930862663864, 0.1397231975069645] User Vector: [1.9427015754716386, -0.041957285349249716] Predicted: 4.025109049824105 Movie Vector: [1.107074316503287, -1.048190531531889] User Vector: [1.9731962632568287, -0.3945922216198404] Predicted: 2.598082734989943 Movie Vector: [1.8421425929678314, 0.13666083400067192] User Vector: [2.074988080353919, -0.5020957501700183] Predicted: 3.7538070987540837 Movie Vector: [2.4201578112313253, -0.5661749807956549] User Vector: [2.254948948167426, 0.4590127882649586] Predicted: 5.197450754254384 Movie Vector: [-0.012389714939216007, -0.9503086786378256] User Vector: [1.4895282387588888, -0.07891696798477552] Predicted: 0.0565406492955805 Movie Vector: [1.7134685943211647, -0.20936756096968775] User Vector: [1.898963110195697, -0.32648093668945694] Predicted: 3.3221681685125386 Movie Vector: [0.7123268201571277, -1.2683277703005442] User Vector: [2.2486264547980515, -0.14547621601311422] Predicted: 1.7862684569551646 Movie Vector: [1.6681009972727945, -0.3654592599692173] User Vector: [2.042678360738499, -0.4391588683377565] Predicted: 3.567888485687083 Movie Vector: [1.8074318636027586, -0.43031329149472075] User Vector: [2.1048239475912873, -0.7064025794610703] Predicted: 4.10830028923889 Movie Vector: [1.5538003838772405, -0.009026770571009559] User Vector: [1.9295316296417762, -0.5801933022428022] Predicted: 3.0033442586668513 Movie Vector: [1.9968173821222313, -0.24207114156783877] User Vector: [2.1601974142870852, -0.6149380125952791] Predicted: 4.462378492366348 Movie Vector: [1.686346246108059, -0.35601329277389016] User Vector: [0.5658180831004769, -0.4262530750764506] Predicted: 1.1059169612295103 Movie Vector: [2.1993742915148244, -0.6371955899068028] User Vector: [1.4572448691351902, -0.7162837141853182] Predicted: 3.6614397254187714 Movie Vector: [1.5523195933028857, -0.8049898190354692] User Vector: [1.8094584468740171, -0.05560308176981431] Predicted: 2.8536177150816426 Movie Vector: [1.7471391669290135, -0.448938183902579] User Vector: [1.997937702311403, -0.568262137256715] Predicted: 3.7457897846730397 Movie Vector: [1.9213800332617106, -0.13063734948248437] User Vector: [2.0751146148966284, -0.44626523027878046] Predicted: 4.045382694641756 Movie Vector: [1.450067182861628, -0.48127369678385246] User Vector: [1.6959687326587485, -0.32147495124501035] Predicted: 2.613986040596972 Movie Vector: [2.453823275930872, -0.29576912661349547] User Vector: [1.4199670251498715, -0.5399696316435086] Predicted: 3.6440544837160838 Movie Vector: [0.9280268629925421, -0.012924275067606456] User Vector: [2.276763873178041, -0.2502498717430682] Predicted: 2.1161323331782076 Movie Vector: [1.9285337414235761, -0.30542707671764563] User Vector: [1.6074012291703847, -0.5562821096298807] Predicted: 3.2698311250353966 Movie Vector: [-0.43839127319056553, 0.15413544920538377] User Vector: [1.680928914893501, -0.4871191122113047] Predicted: -0.8119868903202149 Movie Vector: [1.1193790852444885, -0.573328484064325] User Vector: [1.6451827491001567, -0.4745509986130849] Predicted: 2.113656765393798 Movie Vector: [2.4256547229944214, 0.11364980364536889] User Vector: [2.301645231193089, 0.34298179306668536] Predicted: 5.621976439137068 Movie Vector: [2.230900612364173, 0.05235844163518213] User Vector: [1.9073938829042671, -0.6145446905889005] Predicted: 4.223029579076397 Movie Vector: [0.5798625946044922, -1.2854862213134766] User Vector: [2.0294631723024623, 0.1672700621775448] Predicted: 0.9617864205780869 Movie Vector: [1.367568206146379, -0.5977358936513228] User Vector: [1.7726882550113916, -0.8496169976069792] Predicted: 2.932118672288645 Movie Vector: [1.58298515986659, -0.9596024920547648] User Vector: [1.0737624200276001, 0.08700153772074924] Predicted: 1.6162630837166996 Movie Vector: [2.629406673941037, -0.15779340493136465] User Vector: [1.8758379059611905, -0.15039821081609428] Predicted: 4.956072554946191 Movie Vector: [2.3880021519438914, -0.2564211395100485] User Vector: [1.3094678584486958, 0.2274405039562927] Predicted: 3.0686915106816324 Movie Vector: [1.144265987509679, -0.12499614647316021] User Vector: [1.9729301833203896, -0.9232258805129362] Predicted: 2.3729565818931646 Movie Vector: [1.7394460065564739, -0.6955261074879356] User Vector: [1.8515727891231997, -0.5449919627133321] Predicted: 3.599767032327196 Movie Vector: [2.317878002404306, 0.5783317461580947] User Vector: [1.6605480389278084, -0.41780510415557576] Predicted: 3.6073178159263177 Movie Vector: [1.9910591836622424, 0.647829633588123] User Vector: [1.8135422619806416, -0.3630920100376805] Predicted: 3.375648211854667 Movie Vector: [1.73457303564842, -0.39234443516156325] User Vector: [1.7714251785778061, 0.20032613539201016] Predicted: 2.9940695049912724 Movie Vector: [2.1136552192010973, -0.6557711408407577] User Vector: [1.7816922909267867, -0.2654277081999579] Predicted: 3.939943040744797 Movie Vector: [1.9514562796686001, 0.710166506807821] User Vector: [1.2114731679485198, -0.35051800502893943] Predicted: 2.1152107740385038 Movie Vector: [1.7875985033247026, -0.4969848790109068] User Vector: [2.3190910139750067, -1.0167295293567575] Predicted: 4.650902827789673 Movie Vector: [1.4614432549290919, -1.511048884296524] User Vector: [1.438914080899739, -0.2781181038287019] Predicted: 2.523141328446442 Movie Vector: [1.9495963323258505, -0.059347133015236996] User Vector: [2.040870450163692, -0.707344403311665] Predicted: 4.020852406782263 Movie Vector: [2.181958557306889, -0.4978602975908348] User Vector: [1.7556806172285941, -0.14022039587970997] Predicted: 3.9006325146807486 Movie Vector: [2.6331147084355155, -0.15809070234274633] User Vector: [1.7926557894532258, 0.04905084599874666] Predicted: 4.7125138436769225 Movie Vector: [2.3767246175619934, -0.04702581904453254] User Vector: [2.1319018432541026, -1.3135535160665976] Predicted: 5.1287145230396725 Movie Vector: [1.5349586647274598, 0.019096834043180046] User Vector: [2.2493855641306926, 0.42521108183448864] Predicted: 3.460834047438386 Movie Vector: [-1.1509227752685547, -1.1254024505615234] User Vector: [1.6429587057077062, -0.8893726151790902] Predicted: -0.8900164726398871 Movie Vector: [2.0386908119612266, -0.5638456421570136] User Vector: [2.1384994395554933, 0.5541667161877278] Predicted: 4.047274670855104 Movie Vector: [1.1833621412279516, -2.4837303275104157] User Vector: [1.4731175036198163, -0.4015670051560543] Predicted: 2.740615632597544 Movie Vector: [2.0298368004310308, 0.21814349086434237] User Vector: [1.6948930606833026, -1.1046382270943262] Predicted: 3.1993866683695975 Movie Vector: [1.452754137078474, -0.6385639493866032] User Vector: [1.5934326501488012, -0.654093571522973] Predicted: 2.732546448959686 Movie Vector: [1.2660510261026436, 0.22818049417232222] User Vector: [1.7287585619941064, -0.14253420355472457] Predicted: 2.1561730262927936 Movie Vector: [1.236891242816467, -0.33930365258103545] User Vector: [1.4252578535200546, -0.4330901560562394] Predicted: 1.909838029621123 Movie Vector: [1.6476860885958908, -0.08723363585756215] User Vector: [2.0776013844721084, 0.04527997344269856] Predicted: 3.419284962127316 Movie Vector: [1.7863066089133157, -1.0092906942742457] User Vector: [1.7041335815538652, 0.012600241773287092] Predicted: 3.031387772433404 Movie Vector: [1.5061874698947033, -0.7375457792025613] User Vector: [0.31165442879027516, -1.151550758831155] Predicted: 1.3187313972945285 Movie Vector: [1.5321866626820937, -2.3743112732100813] User Vector: [1.9928220979711075, -0.25979566962678047] Predicted: 3.670211226735506 Movie Vector: [1.747333422656699, 0.09094635718283339] User Vector: [2.012500172996581, -0.5067314659756295] Predicted: 3.470423434478914 Movie Vector: [2.303297880335884, -0.3524067640181518] User Vector: [2.055877375592053, -0.2343029857544274] Predicted: 4.817867958441186 Movie Vector: [0.9921800631432226, 0.24341036572347208] User Vector: [1.568606662019897, -0.5120136482276764] Predicted: 1.4317108275992732 Movie Vector: [1.9779655682147779, -0.7650897239945051] User Vector: [1.9305968721956768, -0.6527291563297437] Predicted: 4.318050509365684 Movie Vector: [1.8256462799693325, 0.6233504214251809] User Vector: [1.5782453555820857, 1.1700869219365384] Predicted: 3.610691938190545 Movie Vector: [1.6112948586774076, -0.431886612172322] User Vector: [0.7524069441938839, -1.2465423052379656] Predicted: 1.7507143739514857 Movie Vector: [1.7392329161509266, -0.24923921579646158] User Vector: [2.1162038302732475, -1.2340845550166268] Predicted: 3.98815362561477 Movie Vector: [1.7804327997789118, -0.08353943360738789] User Vector: [1.7640254749741047, -0.4355072107537198] Predicted: 3.177110841007769 Movie Vector: [1.6487593911638747, -1.2503181557944054] User Vector: [0.8077422406253542, -0.783462781403525] Predicted: 2.3113503448488135 Movie Vector: [1.7528506673753352, -0.27004553805381] User Vector: [2.11502091506643, -0.5783085025883737] Predicted: 3.8634854532295546 Movie Vector: [2.1551037087344076, -0.8079291686219462] User Vector: [1.6902118252012883, -1.3569306786372957] Predicted: 4.738885648107092 Movie Vector: [1.422915891461144, -0.5581777815961108] User Vector: [1.4078907458736785, 0.42699850083103075] Predicted: 1.76496903980601 Movie Vector: [1.245382979169003, 0.0017302724199654866] User Vector: [1.8794710920791016, -0.21411182303509294] Predicted: 2.3402908361333052 Movie Vector: [2.4135763887643327, -0.6051992300762075] User Vector: [1.942871062091052, -0.6140029479924153] Predicted: 5.060861833265976 Movie Vector: [1.8301195685356473, -0.14814219693759662] User Vector: [1.9118897880590546, -0.2970683384188591] Predicted: 3.5429952703043184 Movie Vector: [1.8525780979881976, 0.28618813574703456] User Vector: [1.9267447649424454, 0.13152726312419105] Predicted: 3.6070866941792143 Movie Vector: [1.7971739766983101, -0.4268706293293578] User Vector: [2.036317831692429, -0.5602846943896129] Predicted: 3.8987864955020637 Movie Vector: [2.0533860052933504, 0.16213202927214787] User Vector: [1.4799101858939923, 0.40949116468095814] Predicted: 3.105218498304543 Movie Vector: [1.4570567750065482, -0.6763652959919939] User Vector: [1.234222657727517, -0.08319809543090093] Predicted: 1.8546047897505582 Movie Vector: [1.4656765815927193, 0.42832878112928324] User Vector: [1.9513091952987998, -0.7046180934508246] Predicted: 2.558179981866554 Movie Vector: [1.8081435351530808, -0.7217399356812758] User Vector: [1.695454290173619, 0.0008733577787325281] Predicted: 3.0649943767379355 Movie Vector: [2.0362183824602296, -0.060725686468898615] User Vector: [1.1988675325483298, -0.9871548744365042] Predicted: 2.501101765310923 Movie Vector: [0.9579105063197972, -0.5306635890325179] User Vector: [0.7095516751016171, -0.45659741835034423] Predicted: 0.921986629121426 Movie Vector: [0.8766573213037854, -0.6497977228119413] User Vector: [2.1186495708066384, -0.60990123056852] Predicted: 2.2536420882883874 Movie Vector: [2.124918793235661, 0.41448003024262525] User Vector: [1.5652716163759643, -0.16904577341478857] Predicted: 3.256008976878297 Movie Vector: [2.1820720777677414, -0.5949303575651643] User Vector: [2.157652833243093, -0.45187712063317553] Predicted: 4.976989417890022 Movie Vector: [1.9552891363251157, 0.03614830400467975] User Vector: [1.4247455386542844, -0.3585581577225032] Predicted: 2.7728282044696866 Movie Vector: [2.010641514074984, -0.055821704509254555] User Vector: [1.928986396795208, -0.5495171642177538] Predicted: 3.9091751142460915 Movie Vector: [1.5658127762295013, -1.2187696447972394] User Vector: [1.5821581367537028, 0.17160570931622973] Predicted: 2.2682155951558904 Movie Vector: [0.9698288132912116, 0.1077965332087837] User Vector: [2.057500355029236, -0.3936695058554041] Predicted: 1.952986919703023 Movie Vector: [1.5442998758278794, -0.5602951254258137] User Vector: [1.9123700969434358, -0.20401939791682117] Predicted: 3.0675839773918017 Movie Vector: [2.3341558229498904, -0.1710479635752182] User Vector: [1.6180272336792658, -0.9171506473759603] Predicted: 3.9336044397093124 Movie Vector: [1.8020480681781736, -0.019321539310302886] User Vector: [2.1123605240657124, -0.6575525128061364] Predicted: 3.8192801284132236 Movie Vector: [1.4859020595907713, -0.02708661262810605] User Vector: [1.6329512024890838, -0.22903953948375813] Predicted: 2.4326094602722725 Movie Vector: [2.0638072317324903, -0.4380223569062523] User Vector: [1.8945896710956103, -0.6083814352749061] Predicted: 4.1765525345499235 Movie Vector: [2.152827241204126, -0.3913819164129261] User Vector: [2.116033576244865, -0.583994357374692] Predicted: 4.784019557006175 Movie Vector: [1.97170178420721, -0.35561337497249057] User Vector: [2.2574275959901557, -0.2050584211691808] Predicted: 4.523895535950886 Movie Vector: [1.277909620675168, -0.3191984573684245] User Vector: [1.2920235464091085, -1.0761627755153491] Predicted: 1.9945988179168708 Movie Vector: [2.1550229241039625, 0.2341131707021505] User Vector: [1.8066716665695672, 0.18046633815972465] Predicted: 3.9356684044181076 Movie Vector: [1.9499930632680087, -0.571887149331037] User Vector: [2.3406224416194066, 0.1956794252916987] Predicted: 4.452290976174467 Movie Vector: [1.6683889931488798, -0.18605521940762293] User Vector: [1.8594264424707447, -0.1838512482346491] Predicted: 3.1364530945168325
avg loss: 8.908308420347467: 78%|████████████████████████████████████ | 54862/70000 [01:29<00:23, 647.75it/s]
Movie Vector: [1.5521467210896183, -0.43380549738370366] User Vector: [1.9056761264962818, -0.6812768633297525] Predicted: 3.2534305997527415 Movie Vector: [1.4547537121858534, -0.5500849689666123] User Vector: [1.88947491342491, 0.007753939002640563] Predicted: 2.7444553190912955 Movie Vector: [1.9508525831326213, 0.3729436143792358] User Vector: [1.8216788601885603, -0.34561790583249813] Predicted: 3.424930919041588 Movie Vector: [1.6130193894625262, 0.2464628322035044] User Vector: [1.940377973916196, -0.5794537438977014] Predicted: 2.987053483960884 Movie Vector: [2.3679588767556488, 0.27422924943477345] User Vector: [1.5794102036257471, -0.13298531320398221] Predicted: 3.703509949088258 Movie Vector: [1.5116008004896138, -0.4133309571785059] User Vector: [1.5414820616050255, -0.563713085311628] Predicted: 2.5631055873884403 Movie Vector: [1.8628940373889258, -0.5200262448850255] User Vector: [1.4384221752610389, -0.016253703359638896] Predicted: 2.6880804458653857 Movie Vector: [1.8198299941874425, -0.6888689349186924] User Vector: [1.7015065617658294, -0.40758557836155296] Predicted: 3.3772257196623467 Movie Vector: [1.7470517405676345, -0.3513923072815116] User Vector: [1.8445847053541446, -0.44455222245886494] Predicted: 3.37879715127034 Movie Vector: [2.35451861273928, -0.4170794107821415] User Vector: [1.8269969138276971, 1.1884619412994224] Predicted: 3.8060152328103722 Movie Vector: [0.6038004196496857, -0.7548395410244159] User Vector: [2.030385761327308, -0.37983359856711846] Predicted: 1.5126611939482313 Movie Vector: [0.010115262164552816, -0.8609442664655726] User Vector: [1.1677884036932349, -0.12452318280021843] Predicted: 0.11902000612997417 Movie Vector: [1.9244148536712729, -0.41242375521973357] User Vector: [1.8248999574717246, -0.5920565584174177] Predicted: 3.756042773747644 Movie Vector: [1.06538123413617, -0.8457629358285504] User Vector: [1.8162017947191134, -0.6663119532404816] Predicted: 2.4984892632485014 Movie Vector: [2.2781225886342913, -0.04706138459838643] User Vector: [1.6445801245388592, -0.23057249809849212] Predicted: 3.7574061915417944 Movie Vector: [2.398562926986368, 0.4412117130442914] User Vector: [1.44148484432746, 0.6237480635664168] Predicted: 3.7326970590507598 Movie Vector: [1.8843276963727587, -0.5166135668614525] User Vector: [1.4151916500241017, -0.21215044401229882] Predicted: 2.7762846194083135 Movie Vector: [2.279332351218544, -0.36639913798760076] User Vector: [1.880437025357916, -0.21096064169073409] Predicted: 4.36343674359226 Movie Vector: [1.35190725529998, 0.23067257240961433] User Vector: [-0.17913835635904884, 0.1496912679568729] Predicted: -0.20764877381744268 Movie Vector: [2.071533547127905, 0.18468189030909407] User Vector: [1.8924996751531118, 1.0573491675086704] Predicted: 4.115649807980581 Movie Vector: [2.57840690473677, 0.0028054533309369648] User Vector: [1.948541747291166, -0.1474159769194484] Predicted: 5.023719926739911 Movie Vector: [2.264205711361272, -0.1429080858765989] User Vector: [1.9978249716450063, -0.7158417773579525] Predicted: 4.625786289291523 Movie Vector: [1.6403389288317278, -0.0350481549303593] User Vector: [2.157771443770004, 0.5983366607588955] Predicted: 3.518505902750588 Movie Vector: [1.8463470103860562, -0.13966665357474056] User Vector: [1.8729924052513431, -0.03137535444992023] Predicted: 3.4625760186723475 Movie Vector: [1.7105971335699424, -0.5780363913313942] User Vector: [1.7402017414986346, -0.5232182424335645] Predicted: 3.2792232955760383 Movie Vector: [-0.8460400871653693, 0.1614440281299787] User Vector: [1.154371028574459, -0.6179412093821016] Predicted: -1.0764070836264694 Movie Vector: [1.6809566323285072, 0.20191877777383802] User Vector: [2.2911982231008525, -0.10560283344341831] Predicted: 3.8300816540423197 Movie Vector: [0.9252924671146183, -0.2192374671217454] User Vector: [2.2608596133723813, -0.41324491711522926] Predicted: 2.182555138386411 Movie Vector: [2.0241516941920286, 0.3657124926452462] User Vector: [1.8705361581408737, 0.03413433198279724] Predicted: 3.798732285182507 Movie Vector: [1.561508120162602, -0.5496468752074238] User Vector: [1.4702746659090766, -0.31054315819151757] Predicted: 2.466534906203392 Movie Vector: [2.0076821647369663, -0.5670642569156205] User Vector: [1.9932191159221633, -0.4135500858437635] Predicted: 4.236259941576096 Movie Vector: [2.24766969592586, -0.5747968677526422] User Vector: [2.183851121498932, 0.7067554081577204] Predicted: 4.502335191330555 Movie Vector: [1.5838369746340826, -1.0412115890078242] User Vector: [1.9959693699043117, -0.7368380554212133] Predicted: 3.928494410818098 Movie Vector: [2.004205458749483, -0.4297165535822923] User Vector: [1.0841773152998373, 0.12773209955129836] Predicted: 2.1180254959752793 Movie Vector: [1.9503343388786045, -0.7557476861653223] User Vector: [1.98924326129104, -0.19670479393684637] Predicted: 4.028348633754177 Movie Vector: [1.9927804797553323, -0.02924562215002722] User Vector: [1.630383386505994, -0.16750336969930665] Predicted: 3.2538949274056206 Movie Vector: [1.8760663774931252, 0.5515539335537695] User Vector: [2.147192793492761, -0.04820686233789799] Predicted: 4.001687521320555 Movie Vector: [2.105456247383883, -0.8220911339499375] User Vector: [1.5257106705102421, -0.24244449452962216] Predicted: 3.4116285323538187 Movie Vector: [2.3700364979124604, -0.511302043914517] User Vector: [1.8699816629436894, -0.2633684716497578] Predicted: 4.566585629460744 Movie Vector: [1.6107522204584193, -0.5355645345653325] User Vector: [2.319586970581291, -0.271824389654646] Predicted: 3.8818593661391287 Movie Vector: [2.080779202388087, 0.20746801965975395] User Vector: [1.5870278877376816, -0.5034075492208613] Predicted: 3.1978136550958407 Movie Vector: [1.938239823784511, -0.02611106730250462] User Vector: [1.6144136192974994, -0.10185057762272876] Predicted: 3.131780196269606 Movie Vector: [1.2590311559250047, -0.6136109570212485] User Vector: [2.339192878510692, 0.5067410918527536] Predicted: 2.634174827429095 Movie Vector: [1.2562708238009759, -1.2933604720247276] User Vector: [1.3700582402494161, -0.5097720391199597] Predicted: 2.3804831992746482 Movie Vector: [1.724585974635033, -0.6032718295589244] User Vector: [1.8984046780039334, 0.20423007603644838] Predicted: 3.150755830245653 Movie Vector: [1.940687441135297, -0.3159959138818996] User Vector: [2.0484075140714024, -0.01011736054547543] Predicted: 3.978515781477185 Movie Vector: [1.9634116178947358, -0.3036463771741592] User Vector: [2.006906444827537, 0.23506836324778518] Predicted: 3.869005772913757 Movie Vector: [2.045661958466516, -0.17845531154526695] User Vector: [1.7568026851933798, -0.5839147427664712] Predicted: 3.6980271089681884 Movie Vector: [2.04752015892789, -0.03486950227144592] User Vector: [1.6971064905666866, -0.6807174138984099] Predicted: 3.498596028692799 Movie Vector: [2.0861151129693747, -0.15965892149152147] User Vector: [1.8172832695468777, -0.5543853233485802] Predicted: 3.879574655964702 Movie Vector: [0.45253576117427163, -0.7840164401226751] User Vector: [1.6679354522901642, -0.1646258590247035] Predicted: 0.8838698194363679 Movie Vector: [0.673192236319521, -0.46006252638808304] User Vector: [1.9609139583806494, 0.6390930019524226] Predicted: 1.0260493117972578 Movie Vector: [1.481265698836274, -1.099781514171467] User Vector: [1.9935267506582988, -0.5736701545542197] Predicted: 3.5838546266732907 Movie Vector: [1.5001279959848257, -0.21995773652192416] User Vector: [1.4911234472968309, -0.18881738907416806] Predicted: 2.2784078742761134 Movie Vector: [1.735201772931587, -0.6473594016072272] User Vector: [2.045923326294041, -0.6568401739118085] Predicted: 3.9753014450026445 Movie Vector: [2.177323454645552, 0.4088204460363482] User Vector: [1.7154227504716701, -0.028657358620708055] Predicted: 3.7233144751010108 Movie Vector: [1.616785609306009, -1.2977910786072093] User Vector: [1.6206746570936428, 0.05842447129082061] Predicted: 2.5444607053423822 Movie Vector: [0.5348395890405423, -0.8637102960278922] User Vector: [1.2896539917460341, 3.030254920136235] Predicted: -1.9275043631609003 Movie Vector: [2.0653458213076377, 0.36255048916412397] User Vector: [2.0976406923056983, -0.10057866282893729] Predicted: 4.29588859505033 Movie Vector: [0.8488035532498472, 0.1428264706243736] User Vector: [2.07594499339223, -0.36705943565295557] Predicted: 1.7096436830388695 Movie Vector: [1.2468258525438143, -0.3727067769198746] User Vector: [1.7846132982437208, -0.6174263071164383] Predicted: 2.455220965954664 Movie Vector: [2.0976443404408194, -0.25054483670597927] User Vector: [1.790010989373724, -0.555556090302416] Predicted: 3.893998131112495 Movie Vector: [1.9038196930707314, -0.4611908763109299] User Vector: [1.6923749928527727, -0.399304067694881] Predicted: 3.406132232348268 Movie Vector: [1.6578350187301725, -1.1723611397093332] User Vector: [1.8636254603783724, -0.16485030993283284] Predicted: 3.282847647246698 Movie Vector: [1.94517541540532, 0.7119837620881427] User Vector: [1.8095543749980294, -0.2503321340819436] Predicted: 3.3416682684900905 Movie Vector: [1.6870918684342149, -0.022083854265809354] User Vector: [1.8868344361988862, 0.01072191248157494] Predicted: 3.1830262532401035 Movie Vector: [1.6723039800618094, -0.8514981521014577] User Vector: [1.1681894141552223, -0.15865454315691577] Predicted: 2.088661857078466 Movie Vector: [1.7132380336213668, 0.27667622859504326] User Vector: [1.5815356783929175, -0.30548277928288015] Predicted: 2.6250272524791973 Movie Vector: [1.7675928033392043, -0.5685742918224619] User Vector: [2.271474904486306, -0.946723934444877] Predicted: 4.5533255847139715 Movie Vector: [2.4082552875056105, -0.6035176095491586] User Vector: [1.9729714356119048, -0.30355535439074566] Predicted: 4.934619893757656 Movie Vector: [1.9084210949664384, -0.4125386189877008] User Vector: [1.7846479509876167, -0.5366082547344522] Predicted: 3.6272314250989495 Movie Vector: [1.9562821653091755, -0.03378531786678236] User Vector: [2.322251333257732, -0.5627676550387865] Predicted: 4.5619921507281855 Movie Vector: [1.8457546845583157, -0.09966627091503602] User Vector: [1.8694827232536635, -0.34489069848118786] Predicted: 3.484980463937189 Movie Vector: [2.1367606949390052, -1.4023365836302981] User Vector: [1.967324469970204, 0.6618163358127229] Predicted: 3.2756123422697065 Movie Vector: [1.7555339093052105, -0.2135966705108398] User Vector: [1.8741219834480678, -0.32344561632459756] Predicted: 3.359171598855682 Movie Vector: [2.383017671247686, 0.4903383026094571] User Vector: [2.021265734684021, -0.5942652590498911] Predicted: 4.525320945617166 Movie Vector: [2.118257208995365, -0.6741286814800411] User Vector: [1.7082086003303174, -0.07012088730062968] Predicted: 3.665695683417761 Movie Vector: [1.9963441135072484, 0.6309440063149577] User Vector: [1.8916837306691097, -0.5992973256474223] Predicted: 3.3983286247208837 Movie Vector: [2.0293770050723756, 0.5059162642867101] User Vector: [2.301802596146636, 0.08853549872875345] Predicted: 4.71601680760949 Movie Vector: [2.0316442194599937, -0.7071562480837069] User Vector: [1.111956596439169, -0.9801242824651079] Predicted: 2.952201201689808 Movie Vector: [2.0959632263018895, -0.16266321343967824] User Vector: [2.4006341084762193, -0.29877203072149877] Predicted: 5.080240029775234 Movie Vector: [2.077195075399442, -0.8176002657342154] User Vector: [1.9356059645309207, -0.16701016551573103] Predicted: 4.157178733143393 Movie Vector: [1.889673753065658, -1.193502232711279] User Vector: [2.2317832009328566, -0.20801160172040942] Predicted: 4.465604448418836 Movie Vector: [1.9083172202225882, 0.42106823488072825] User Vector: [1.7927683524382352, 0.11083045159959543] Predicted: 3.467837901454038 Movie Vector: [2.411801390579015, -0.21506000560679364] User Vector: [2.0857824670868936, -0.18486520739562962] Predicted: 5.070250167104504 Movie Vector: [1.9979941865894715, 0.36399967666309185] User Vector: [1.7991737374131131, -0.6909128217819203] Predicted: 3.343246624284849 Movie Vector: [1.4398419151632333, -0.03682952050523792] User Vector: [1.7846092672035905, 0.31598706906988977] Predicted: 2.5579175728687726 Movie Vector: [1.8026140764490977, -0.7496521173792366] User Vector: [1.3454662646575604, -0.4392492862546417] Predicted: 2.754640585557216 Movie Vector: [1.651499925601784, -0.5596734599996244] User Vector: [1.9457895642612941, -0.1474189714510851] Predicted: 3.2959778064358694 Movie Vector: [2.2894200465035386, -1.3509813271781095] User Vector: [1.683391289895549, -0.5672276149553606] Predicted: 4.620303681260786 Movie Vector: [1.4885962044119936, -0.44404060452589955] User Vector: [2.393066001650338, -0.2981846861724607] Predicted: 3.6947150752724633 Movie Vector: [2.459977442643272, 0.3641650209894629] User Vector: [1.9432027106924934, -0.5525738726834273] Predicted: 4.579006758842805 Movie Vector: [1.944448742602851, -0.4189233966296549] User Vector: [1.9992188129482367, -0.5805981484649904] Predicted: 4.130604655457006 Movie Vector: [1.2441397605065725, -0.36037496859838447] User Vector: [2.013431106795588, -0.23685801502602086] Predicted: 2.590347394732424 Movie Vector: [1.5857223220605077, -1.2588163120606763] User Vector: [2.2095909157303266, -0.6882151677111848] Predicted: 4.370134117018111 Movie Vector: [1.8155441260883025, 0.18950360062071023] User Vector: [1.341804609396028, 1.3691927173446086] Predicted: 2.6955724268276255 Movie Vector: [1.9560800132086518, -0.8979477429220433] User Vector: [1.5712005090775139, -0.5718392746704085] Predicted: 3.5868756985542554 Movie Vector: [1.9238448269137365, -0.8273039792879023] User Vector: [1.82566741024744, -0.8887494366587823] Predicted: 4.247566748407228 Movie Vector: [0.262940290507547, 1.2750922740506558] User Vector: [1.9979179327100836, -0.732108989024846] Predicted: -0.40817339403159036 Movie Vector: [2.0872950134464285, -0.16158440699082874] User Vector: [2.0558775839316743, -0.3370604690489084] Predicted: 4.3456867452081935 Movie Vector: [1.6844666783199052, 0.13272822558473146] User Vector: [2.1698204817586637, -0.8724898153914619] Predicted: 3.5391862744208535 Movie Vector: [1.7452756176151405, 0.08345901840938444] User Vector: [1.906273444963957, -0.086842040258171] Predicted: 3.3197248125661964 Movie Vector: [1.5896114145658142, 0.5850084445213962] User Vector: [1.588409333656722, 0.06398668706505645] Predicted: 2.5623863600536105 Movie Vector: [2.3331981214534627, -0.3724421786747842] User Vector: [1.8906813275472798, 0.9463894645418136] Predicted: 4.058858767651637 Movie Vector: [1.6569713910043096, -0.1849263011787649] User Vector: [1.6483175485470154, 0.23366996568815177] Predicted: 2.688003298781483 Movie Vector: [1.9490468062273105, -0.4718618979992596] User Vector: [2.1289496226885416, -0.8757102510773204] Predicted: 4.562636763890692 Movie Vector: [2.131809594379891, 0.3593636529024641] User Vector: [1.6452323662265178, -1.0050186870743714] Predicted: 3.146154956683737 Movie Vector: [1.6974303518856482, -0.3490978858464373] User Vector: [1.6901404382699874, -0.10287073418051448] Predicted: 2.904807634686677 Movie Vector: [1.088120761147513, -0.6144540560038783] User Vector: [1.792303144927364, -0.6473397848160988] Predicted: 2.3480028186583746 Movie Vector: [2.3642514963296435, 0.4872820516270338] User Vector: [1.7132755318803037, -0.09302775175128818] Predicted: 4.005283486141355 Movie Vector: [2.1155818676593543, -0.8259574689851665] User Vector: [1.9576241078452004, -0.7465140089685539] Predicted: 4.758102887659763 Movie Vector: [2.1549610878783794, -0.07447229078191497] User Vector: [0.12472302963141921, 0.9207078675240096] Predicted: 0.20020605158256555 Movie Vector: [1.8313991951528883, -0.05540291132249904] User Vector: [1.7742437545517964, -0.3528419460589559] Predicted: 3.268897055139561 Movie Vector: [2.3223587847214056, -0.5045871083064764] User Vector: [1.5527586482683604, 0.12875439024717544] Predicted: 3.5410948819015764 Movie Vector: [1.447343391518197, -0.7961090534026781] User Vector: [1.8776637065251358, -0.08134360913417366] Predicted: 2.782382540800883 Movie Vector: [0.7727563172356787, 0.06789089841170062] User Vector: [2.086489453130692, -0.5571285014239284] Predicted: 1.5745239512599238 Movie Vector: [2.374303945739287, -0.05905584217160851] User Vector: [1.487887150755821, -0.20479074146341864] Predicted: 3.5447904225604017 Movie Vector: [2.4132710384098277, -0.33236130206246667] User Vector: [1.4867107065831808, -0.2272166670178217] Predicted: 3.663353917991339 Movie Vector: [2.208961581748111, -0.7016422542857716] User Vector: [1.9223741398977108, -0.5722354952518103] Predicted: 4.647955223650927 Movie Vector: [2.209484601859919, 0.16664248015901623] User Vector: [1.4113717987680894, -2.511347127332507] Predicted: 2.6999071430385198 Movie Vector: [-1.1842280751094405, 1.009584272591069] User Vector: [1.441488820753807, -1.0863751483756032] Predicted: -2.803838795426856 Movie Vector: [2.13021533951232, 0.10840388430662273] User Vector: [1.6665143756899807, -0.5548357717475174] Predicted: 3.4898881338029004 Movie Vector: [1.1118701910117184, 2.024964254872191] User Vector: [1.9573685422681701, -0.5833509223237295] Predicted: 0.9950749692197629 Movie Vector: [1.1427620905488183, -1.055327235724735] User Vector: [1.6569557358348166, -0.1637835622666993] Predicted: 2.066351454653516 Movie Vector: [1.5344495059086163, -0.16540994894109673] User Vector: [1.980056775006916, -0.3053309664351609] Predicted: 3.0888019196485463 Movie Vector: [1.819442836211967, 0.16100448895397457] User Vector: [2.1546355776399437, -0.19997694057609797] Predicted: 3.8880390812643952 Movie Vector: [2.180795442875657, -0.3744660022812939] User Vector: [2.246996142568053, -0.420945796308408] Predicted: 5.0578688373923155 Movie Vector: [1.8605856170158126, -1.00874148060291] User Vector: [2.1673094865210456, -0.8849971281790739] Predicted: 4.925198171651666 Movie Vector: [1.6765964396624844, 0.9479359144784373] User Vector: [1.8576967301361735, -0.6279218068032769] Predicted: 2.519378091565931 Movie Vector: [2.211396367912709, -0.3797404748529513] User Vector: [1.348849210409914, -0.5313975171971991] Predicted: 3.184633390278553 Movie Vector: [2.06649407099045, 0.3961897915035015] User Vector: [1.5712994589375455, 1.0138791000594989] Predicted: 3.648769564907271
avg loss: 8.891309764324095: 79%|████████████████████████████████████▏ | 55004/70000 [01:29<00:22, 675.62it/s]
Movie Vector: [2.2197920786771173, -0.028502780793690424] User Vector: [2.1007185897747043, -0.221536643138988] Predicted: 4.669472895488814 Movie Vector: [2.2442791179679547, 0.5311283387191206] User Vector: [2.0614062311869086, -0.3058267816660728] Predicted: 4.463937687819684 Movie Vector: [1.8167477909682057, -1.014016050458624] User Vector: [1.8148046853439437, -0.43856243423492025] Predicted: 3.7417517505797733 Movie Vector: [1.8099301937214451, -0.051133394112375614] User Vector: [2.166365614694286, -0.12433502875513859] Predicted: 3.927328208702417 Movie Vector: [1.2909965021591596, 0.767585876946261] User Vector: [2.3465292415614107, -0.28430300958258486] Predicted: 2.8111340681410573 Movie Vector: [2.0124537634186215, -0.028498941407512413] User Vector: [1.7683125232181716, -0.6965351964934124] Predicted: 3.578497708003824 Movie Vector: [2.2394158615843898, -0.7107076175482933] User Vector: [1.8811509454846673, -1.2576639906487859] Predicted: 5.106510643823113 Movie Vector: [1.817469603117298, -0.7545019450243798] User Vector: [1.8810355462349053, -0.1507101265667182] Predicted: 3.5324360112945428 Movie Vector: [1.968210908714798, -0.03354685764177753] User Vector: [1.8314082936993723, -1.1711582651805614] Predicted: 3.643886461567863 Movie Vector: [0.9705288389358713, -0.5994891785188007] User Vector: [1.8712864678689132, -0.6433350397838978] Predicted: 2.201809877489633 Movie Vector: [2.2366885177438065, 0.27522944510614195] User Vector: [1.836502037504865, -1.4703657639362733] Predicted: 3.7029950667889877 Movie Vector: [1.628044912129476, -0.8317647758628158] User Vector: [2.238855561550169, -0.11075619626629399] Predicted: 3.7370805087373857 Movie Vector: [2.280610224433361, -0.36278819293528514] User Vector: [1.9386724532698687, -0.44104743406332164] Predicted: 4.581363020357147 Movie Vector: [1.9035059724144763, -0.8174028629196957] User Vector: [0.9294644693873293, -1.4148706452939879] Predicted: 2.9257604847501764 Movie Vector: [1.5533425843058912, -0.5889738210973569] User Vector: [1.8829010528021815, -0.5575187242275536] Predicted: 3.2531543206936497 Movie Vector: [2.3939183502526786, -0.3096788804641099] User Vector: [1.5250198249353322, 0.6310780769585524] Predicted: 3.4553413910538513 Movie Vector: [1.9474847503391315, 1.4239948631366033] User Vector: [2.03876345244103, -0.4757325480286619] Predicted: 3.293020028557963 Movie Vector: [2.1658947742313863, -1.2276727807646923] User Vector: [1.6040245145283178, -0.2285122328646239] Predicted: 3.7546865621155816 Movie Vector: [2.0720447579548953, -0.18344084403146466] User Vector: [2.073750123422623, -0.34172431033533973] Predicted: 4.359589268460148 Movie Vector: [2.1238293104854136, -0.2511445742208762] User Vector: [1.7124272831321496, -0.7685425318621727] Predicted: 3.829918542926123 Movie Vector: [-0.11221242045676169, -2.210800380093857] User Vector: [2.04666043901271, -0.2527419454161162] Predicted: 0.32910126727689604 Movie Vector: [1.796197420106671, -0.13348439844911011] User Vector: [2.2259034964237627, 0.5299931650622348] Predicted: 3.927416298862309 Movie Vector: [1.69075666007967, 0.04854800293469913] User Vector: [2.5818976261874895, -0.22642337605963309] Predicted: 4.3543682043949605 Movie Vector: [2.4001219495533896, -0.5702534397521445] User Vector: [1.5026002814598878, -0.9878285044303724] Predicted: 4.169736519473615 Movie Vector: [1.9634984391568062, -0.4058116845221908] User Vector: [1.5078200799011214, -0.44004549210332294] Predicted: 3.1391779758319887 Movie Vector: [1.3363647107129208, -0.3678873470661892] User Vector: [1.7355216039967418, -0.31629965753724887] Predicted: 2.4356524681504528 Movie Vector: [2.079972799881516, -0.10501691869938996] User Vector: [2.081146355215176, -0.34384268754458874] Predicted: 4.364837110983371 Movie Vector: [2.2871517456621, -0.6803410915380111] User Vector: [2.00106576372608, -0.7401884155872895] Predicted: 5.0803216492952155 Movie Vector: [2.0089862424362983, -0.21585741462008265] User Vector: [1.840987830983127, -0.33486851694554143] Predicted: 3.770803077243269 Movie Vector: [1.1191991474788188, -0.8810100693498726] User Vector: [1.0753184652234633, -0.6028561508192791] Predicted: 1.7346178487876225 Movie Vector: [2.1716955815274828, -1.0711412429223979] User Vector: [1.9867552421668422, -0.19574069529039131] Predicted: 4.524293512634139 Movie Vector: [1.6313132046520356, -0.3637058070524374] User Vector: [2.061719073435736, -0.42572129076565435] Predicted: 3.518146854416003 Movie Vector: [2.2278418212974933, -0.8843669212950646] User Vector: [2.086383118919995, -0.3545180189611504] Predicted: 4.9616555765513635 Movie Vector: [2.0094424838869505, -0.01959636730601584] User Vector: [1.6437283675709569, -0.371392237381417] Predicted: 3.3102555524655553 Movie Vector: [1.596327521502637, -1.026085743995232] User Vector: [1.924341661695479, 0.13986196716696095] Predicted: 2.928369184701462 Movie Vector: [1.7508003841514623, -0.6940467896057175] User Vector: [1.9650409893456433, -0.2588861072163988] Predicted: 3.620073590606785 Movie Vector: [1.1863226589692584, -0.41462932267839225] User Vector: [2.193313051797445, 0.5975772641715652] Predicted: 2.3542039152688607 Movie Vector: [2.06521761491389, -0.6537504214404516] User Vector: [1.874727376224207, -0.918892814378166] Predicted: 4.472446565197861 Movie Vector: [1.8648913286848687, 0.021801382694176953] User Vector: [1.9319145392930621, 0.37845030153534426] Predicted: 3.6110614119423534 Movie Vector: [1.9176894984788304, -0.26697827462314067] User Vector: [1.9982887362240993, -0.4111636395689391] Predicted: 3.941869083465375 Movie Vector: [1.1184414394805562, -0.9533324518242812] User Vector: [1.6009787715517252, 0.08655290394133298] Predicted: 1.7080873097052216 Movie Vector: [1.5871165021623805, 0.2855423062680533] User Vector: [1.8392628958602368, 0.18641919076318933] Predicted: 2.9723550594978954 Movie Vector: [1.837837946954542, -1.0191126595992428] User Vector: [1.872939241539075, 0.01090379911122666] Predicted: 3.431046610728793 Movie Vector: [2.24908953048566, -0.03616936913542829] User Vector: [1.9097697866918593, 0.3907038369119021] Predicted: 4.281111721586598 Movie Vector: [2.142651702754989, -0.33140266832498366] User Vector: [2.3237784536485453, 0.6932638887639696] Predicted: 4.749298357945677 Movie Vector: [1.8441149368927727, -0.726581809255594] User Vector: [1.2828271802638553, -0.29843929233272265] Predicted: 2.582521325552682 Movie Vector: [2.1535571243105203, -0.29608719043894327] User Vector: [1.9022339449659342, -0.9155032378224138] Predicted: 4.367638245811288 Movie Vector: [0.9606788818409824, -0.17014603125184183] User Vector: [1.9695980282715937, 0.14864765109831524] Predicted: 1.8668594235868714 Movie Vector: [1.719292605833404, -0.27056603867580364] User Vector: [1.8374732409849017, -0.9989371190798199] Predicted: 3.4294326158377286 Movie Vector: [2.3588686605119986, -0.16841915256537332] User Vector: [1.9778434444477992, 0.1618839181727396] Predicted: 4.638208564194403 Movie Vector: [1.89094473671717, -0.7486474941052692] User Vector: [0.8008257812034537, -1.6527745187552414] Predicted: 2.7516627977812407 Movie Vector: [1.8195414684080506, -1.058144408752154] User Vector: [1.630786255367995, -0.7833337508492286] Predicted: 3.7961634463999125 Movie Vector: [2.1114206656425543, -1.2199123007507042] User Vector: [1.8939581342588692, -0.6074198622302349] Predicted: 4.739941306190953 Movie Vector: [2.220824363902329, -0.6783389985973924] User Vector: [2.4933775745877527, -0.7309421909751387] Predicted: 6.0331802599108375 Movie Vector: [2.2509272430873035, -0.46386419964167197] User Vector: [1.284033921284569, -0.9189424786814381] Predicted: 3.316531451857954 Movie Vector: [0.9069425214884042, -0.1602892189911321] User Vector: [1.896037306671424, -0.4951810190790635] Predicted: 1.7989690345560798 Movie Vector: [1.382407139840786, -2.354785159227025] User Vector: [1.8724820298223228, -0.27044416896937234] Predicted: 3.2253704427385106 Movie Vector: [2.231441873397951, -0.8849786418018294] User Vector: [1.8191047321644385, -0.07121591408657327] Predicted: 4.1222510343711045 Movie Vector: [1.955370497368286, -0.3371920053723397] User Vector: [2.0504306006401145, 0.7159273740793622] Predicted: 3.767946516426041 Movie Vector: [1.9626653222005819, -0.6024835037332692] User Vector: [1.6534877943741124, -0.03551728574539678] Predicted: 3.2666417334589792 Movie Vector: [1.7585320682495604, -0.1317784443716098] User Vector: [1.8278213363018068, 0.08769789837140644] Predicted: 3.2027257422954483 Movie Vector: [1.7220235784073816, -0.25113476308455984] User Vector: [1.8359174224934458, -0.4503464883810931] Predicted: 3.2745907482081695 Movie Vector: [1.0327599095188367, -0.5339421755746855] User Vector: [2.187542656007983, -0.660966303309537] Predicted: 2.612124141458052 Movie Vector: [1.5299514835972596, -0.20458255976897866] User Vector: [1.8841639984212009, -0.6019683304926229] Predicted: 3.0058317266771 Movie Vector: [2.001314788190388, -0.030090358285609096] User Vector: [1.5406358804480902, -2.5015978459170585] Predicted: 3.158571346227634 Movie Vector: [1.5284461532484943, -0.2414794066838367] User Vector: [1.8932050540505274, -0.08958714071553059] Predicted: 2.915295431760624 Movie Vector: [1.7156091861427099, -0.3438145270858874] User Vector: [2.117336099659822, -0.3418181759156882] Predicted: 3.75004331722978 Movie Vector: [1.8072722229517584, 0.05232170693908918] User Vector: [1.8898770841532848, -0.7071139911330753] Predicted: 3.3785249479667 Movie Vector: [2.1170825017275527, -0.12730969790849034] User Vector: [2.360810345728547, -0.5634335755874972] Predicted: 5.069760831138826 Movie Vector: [2.284550245638117, -0.5077221836778061] User Vector: [1.732349259867562, -0.0823932627606052] Predicted: 3.9994718144506023 Movie Vector: [1.377358409880294, -0.17458230034914826] User Vector: [1.7090910687444272, -0.6394366046475034] Predicted: 2.4656652701532464 Movie Vector: [1.813250240955128, -0.5876037730159573] User Vector: [1.6760671600654766, 0.14918814301717218] Predicted: 2.951465666119568 Movie Vector: [1.5103014272709363, 0.6982914772860126] User Vector: [2.072428227926567, -0.1903352913155535] Predicted: 2.99708179880167 Movie Vector: [1.8516300676469701, 0.49907948611172176] User Vector: [1.4435053515593728, -1.1084553553847452] Predicted: 2.11963058261344 Movie Vector: [1.9857574259756303, -0.28879364314558753] User Vector: [2.1050342113773466, 0.24659338465977945] Predicted: 4.108872715243822 Movie Vector: [1.3625012274954362, -0.32221393515578717] User Vector: [1.9108387397570168, -0.5207215964176103] Predicted: 2.7713038831670898 Movie Vector: [1.2065257518068886, 1.2700437158149984] User Vector: [0.4189570333790702, -1.1477803992727487] Predicted: -0.9522488335595178 Movie Vector: [1.9671103173824827, 0.2710346255983907] User Vector: [1.8671800564671726, -0.22923966645133442] Predicted: 3.610817266318444 Movie Vector: [0.8422681536227302, 0.26001591639183436] User Vector: [1.5065015627344982, -0.4559013607622722] Predicted: 1.150336679571257 Movie Vector: [2.125924651165814, 0.08618072667663812] User Vector: [1.7353223448615913, -0.9796459757335713] Predicted: 3.6047379485855577 Movie Vector: [1.7340477624259627, -0.1709649410976721] User Vector: [2.0700387212386957, -0.3516946807149397] Predicted: 3.6496734730718554 Movie Vector: [1.7727937278078585, -0.7053416762646919] User Vector: [1.6303595256015921, -0.6570842345190678] Predicted: 3.35376003648108 Movie Vector: [2.0738292190123, -0.3544272574747258] User Vector: [2.14059012350833, -0.15882047586152193] Predicted: 4.4955086497511525 Movie Vector: [1.3137561485645395, -1.57577163513229] User Vector: [1.715413541190795, -0.5523473568998174] Predicted: 3.1240083848133007 Movie Vector: [1.4837236974634616, -0.25393196563135473] User Vector: [1.9521126178009758, -0.34680842408677676] Predicted: 2.9844614959746085 Movie Vector: [2.1170215123255147, 0.8664210153512951] User Vector: [1.621027280891911, -0.08865674472400693] Predicted: 3.354935558933196 Movie Vector: [2.1249685250260595, -0.1440905503696821] User Vector: [1.0789104593509593, -0.7772679595257469] Predicted: 2.4046477355149807 Movie Vector: [1.1724367039467292, -1.4594517148674875] User Vector: [1.7667512021707243, 0.029475313303913956] Predicted: 2.028386159619312 Movie Vector: [2.0020545593468726, -0.04487766712683002] User Vector: [1.9633209763804125, -0.14209059864488696] Predicted: 3.937052406811596 Movie Vector: [2.135118767995101, -0.3332398289514984] User Vector: [1.038320200069601, -0.5737318933335074] Predicted: 2.408127264355511 Movie Vector: [2.044896343880984, 0.05695350258612613] User Vector: [2.2265098662921172, -0.7897893941198223] Predicted: 4.508000612895191 Movie Vector: [2.1361243906484266, -0.2522562300821985] User Vector: [1.9370915049709299, -0.46557449722448124] Predicted: 4.255312478178533 Movie Vector: [1.1484459476081974, -0.7513806885860712] User Vector: [2.0266791059537215, -0.518270102982848] Predicted: 2.7169495531875825 Movie Vector: [2.070623947567153, -0.6572023099796902] User Vector: [1.8139725583403734, -0.513125933351364] Predicted: 4.093282568238233 Movie Vector: [1.5802944631982638, -0.4535419846879496] User Vector: [1.5189562853097829, -0.24059890255387992] Predicted: 2.5095199112932813 Movie Vector: [0.5800782414409932, 1.0916757194936426] User Vector: [1.8324842009262066, -0.32697073366329943] Predicted: 0.706038201816431 Movie Vector: [2.3108705306210977, -0.023530110744508434] User Vector: [1.7995279921365337, 0.7339531252387381] Predicted: 4.141206207737925 Movie Vector: [1.6984758798833786, 0.20111130412841627] User Vector: [2.1312760622527285, -0.7811834912605162] Predicted: 3.4628161544180935 Movie Vector: [1.2171709863618816, -0.7614314183207815] User Vector: [1.9771459439631807, -0.15859001283237883] Predicted: 2.527280097197527 Movie Vector: [1.6801135247011363, -0.18164560954768028] User Vector: [1.5204094735296563, -0.4119226591659925] Predicted: 2.6292844620716176 Movie Vector: [1.9518700850588027, -0.2292761065655234] User Vector: [2.0594309454328257, -0.33021376543736025] Predicted: 4.095451781108519 Movie Vector: [1.9505526422124395, 0.2649842571156055] User Vector: [1.9806529993569777, -0.7555048616684052] Predicted: 3.6631710466853153 Movie Vector: [2.3626701410714945, -0.32260989908827525] User Vector: [0.9703605759517353, -0.31345445016246315] Predicted: 2.393765467409786 Movie Vector: [2.1940169348625105, -0.02918999385842759] User Vector: [1.9862221845721189, -0.3530190630816676] Predicted: 4.3681097336341015 Movie Vector: [2.3704670434336066, -0.40670495269728996] User Vector: [1.7962537916177017, -0.14059738297914812] Predicted: 4.315142066666316 Movie Vector: [2.0252370867918037, -1.0295017748693633] User Vector: [1.9243695844838156, 0.0930861979320882] Predicted: 3.801472245203831 Movie Vector: [1.0827814137804193, -0.25687356164627284] User Vector: [2.3557005893209, 0.42653377568873285] Predicted: 2.441143564424654 Movie Vector: [1.3073923231919655, -0.8204384343668343] User Vector: [1.8590926910663335, -0.7080052193459244] Predicted: 3.011438206086134 Movie Vector: [2.347221045785151, 0.5709488382213322] User Vector: [1.0653725334434003, -0.6202292837527787] Predicted: 2.146545643110296 Movie Vector: [2.266102325041144, -0.27759383029742757] User Vector: [1.9403570960630896, -0.042115159602000074] Predicted: 4.408738635266156 Movie Vector: [2.0697033846328887, 0.21953512231043068] User Vector: [2.0263491530913917, 0.9154395625321428] Predicted: 4.394912836929542 Movie Vector: [1.9861081427174367, -0.5202006259245535] User Vector: [2.111821564319574, -0.6106015447815886] Predicted: 4.511941310647264 Movie Vector: [1.1312482838854272, -1.0380085179114595] User Vector: [2.1426790483784255, -0.17951175561162866] Predicted: 2.610236727785465 Movie Vector: [2.0185255126849238, -0.05806764702394957] User Vector: [1.691245450987465, 0.10183241243480654] Predicted: 3.407908922449656 Movie Vector: [1.9041485592740726, -0.6298381285904608] User Vector: [2.0555250708252886, 0.3035280955281683] Predicted: 3.722851534501621 Movie Vector: [2.183330821241371, -0.39205732148637] User Vector: [1.8405118306622767, -0.005170277062527116] Predicted: 4.020473251720805 Movie Vector: [1.8334841751868125, -0.3856085607672039] User Vector: [2.316593429041742, -0.5074296777948507] Predicted: 4.443106620234826 Movie Vector: [1.981349087043979, -0.323705171414458] User Vector: [2.06674853473993, -0.7201980979928072] Predicted: 4.32808217121957 Movie Vector: [1.7038885265670487, -1.414712835476755] User Vector: [2.126657204687951, -0.7299857454101882] Predicted: 4.656307014755811 Movie Vector: [1.5221272083325657, 0.7395823242062481] User Vector: [2.013084110768804, -0.4945092037244825] Predicted: 2.698439831431231 Movie Vector: [2.22143443881681, -0.8845868619395949] User Vector: [2.059552113823547, -0.3934414527371875] Predicted: 4.923193134219329 Movie Vector: [2.077930109683283, -0.2877612151792553] User Vector: [2.1630812019633514, -0.08909124578586292] Predicted: 4.520368564398728 Movie Vector: [1.9474030359630252, -0.8090348885379303] User Vector: [0.8940704363512562, -2.2163098591541974] Predicted: 3.5341874819815553 Movie Vector: [1.6644846146150962, 0.31391951509405663] User Vector: [2.4736910633390465, -0.2086965936705165] Predicted: 4.05190678275187 Movie Vector: [1.6922238077499496, -1.3194349899229223] User Vector: [1.838406279838586, -0.878340992594969] Predicted: 4.2699087137733045 Movie Vector: [2.3890314502814074, 0.27245495243206713] User Vector: [1.8984587455950859, -0.5399412889307349] Predicted: 4.388367972096717 Movie Vector: [-0.4522668189978683, 0.3861450641382185] User Vector: [1.5791449838701246, 0.08700140162227975] Predicted: -0.6805997167818312 Movie Vector: [1.4924100250171288, -0.3158473628220323] User Vector: [1.6175130202976942, 0.10603080284430436] Predicted: 2.380503097631737 Movie Vector: [1.8558420943317322, -0.026852892370726536] User Vector: [1.8120140968115381, 0.04703258856435851] Predicted: 3.3615490753467117
avg loss: 8.875220664310493: 79%|████████████████████████████████████▏ | 55142/70000 [01:29<00:22, 670.74it/s]
Movie Vector: [0.18490674707387517, -0.960761678568307] User Vector: [1.9248606830528894, -0.5240376048267914] Predicted: 0.8593949763200104 Movie Vector: [2.292055749594206, 0.019718179387208573] User Vector: [1.9393982198332425, -0.3659449572548072] Predicted: 4.437993072208557 Movie Vector: [1.970125368744306, 0.49152736109379724] User Vector: [1.5767319423332, -0.8728712441393458] Predicted: 2.6773195000936494 Movie Vector: [2.1108183883867655, -0.2343802853951733] User Vector: [1.7461417891031292, -0.33823058754618435] Predicted: 3.7650627788079025 Movie Vector: [1.5583978289865288, -0.20618329954152814] User Vector: [1.6331100434269665, -0.759163202602619] Predicted: 2.701561920175802 Movie Vector: [2.3181830329132334, -1.3606731678559694] User Vector: [0.36870192203253005, -1.991030428924156] Predicted: 3.56386022088017 Movie Vector: [1.856063690398458, -0.6028366481990711] User Vector: [1.873193904294239, -0.693018221402304] Predicted: 3.894543972567308 Movie Vector: [0.5088573708260065, -1.1883600755735875] User Vector: [1.7251026009535722, -0.5121567890007158] Predicted: 1.4864578544087568 Movie Vector: [1.9424569407059358, -1.0498316709883766] User Vector: [1.207538368948301, 0.030009993660457514] Predicted: 2.3140858441414434 Movie Vector: [2.2325683830146743, 0.1777339606182692] User Vector: [1.866565327419332, -0.8921295675806151] Predicted: 4.008673013397067 Movie Vector: [2.185094693601456, 0.5180809561840161] User Vector: [1.781994310614806, -0.031392267070657516] Predicted: 3.877562576411647 Movie Vector: [2.0227459588520036, -0.39204813835962127] User Vector: [2.0207121308985543, 0.5982266686263203] Predicted: 3.852853645026245 Movie Vector: [1.655814200527806, -0.46602915636842834] User Vector: [1.5128589047669032, 0.025172115331777347] Predicted: 2.493282318235905 Movie Vector: [1.6599737458347095, -0.37335389985556894] User Vector: [1.9256247811657836, -0.05454099014781251] Predicted: 3.216849672437579 Movie Vector: [1.8600104977007201, -0.08377873415906473] User Vector: [1.4979690058780673, -0.16531424811571188] Predicted: 2.8000878946091086 Movie Vector: [1.2389856620923234, -0.4119416459126594] User Vector: [1.9186673327763486, -0.6216960582075017] Predicted: 2.6333038131102273 Movie Vector: [1.8396108169309044, 0.3261192493064004] User Vector: [1.9465086767718351, -0.29540162298511824] Predicted: 3.4844822615075306 Movie Vector: [1.3342863637424396, -0.848501078808] User Vector: [1.8345589920395042, -0.02846806444508502] Predicted: 2.4719822299526157 Movie Vector: [2.0450727518456726, -0.005829608401703245] User Vector: [1.835860891622368, 0.09767220821235376] Predicted: 3.7538996949103987 Movie Vector: [1.6821732976474206, -0.4696793390009057] User Vector: [2.2719140465597287, -0.25018233006324747] Predicted: 3.9392586150866866 Movie Vector: [2.0654040184945375, -0.004747936190910656] User Vector: [2.09799298547531, -0.7395641234495927] Predicted: 4.336714546241282 Movie Vector: [1.7208281450818255, -0.07661925319031632] User Vector: [2.194931242892849, -0.07187539069872001] Predicted: 3.782606498047545 Movie Vector: [0.832641514606029, 1.0626827889432116] User Vector: [1.6673939530026098, -0.2640838778077385] Predicted: 1.1077040346893612 Movie Vector: [2.023831619030541, -0.49357645056800176] User Vector: [1.5089067709709407, -0.05643590637413526] Predicted: 3.0816286676129985 Movie Vector: [1.9566716354582796, -0.5464243562264338] User Vector: [2.2581175748524087, -0.12059711899369462] Predicted: 4.484291811352438 Movie Vector: [1.631819494342437, 0.15389777957112918] User Vector: [1.9061464618471662, -0.6648678251219481] Predicted: 3.008165273519514 Movie Vector: [2.321902583013942, 0.40342832557718133] User Vector: [1.8042348098766805, -0.8795328536344322] Predicted: 3.834428998984474 Movie Vector: [1.6052529769930954, 0.32002075499140414] User Vector: [1.8425242973226768, -0.14992832837877193] Predicted: 2.9097374366169646 Movie Vector: [1.7167746783103244, 0.9343552305074451] User Vector: [1.9655995917071172, -0.7354527092711141] Predicted: 2.6873175210415545 Movie Vector: [2.0058902705686017, 0.36953007325376935] User Vector: [2.3625409129997004, -0.5170931062550922] Predicted: 4.547916377772896 Movie Vector: [2.028442668679458, -0.4144094507972602] User Vector: [1.6848019547315312, -1.3577666323091109] Predicted: 3.980195497658059 Movie Vector: [2.3420108702723317, -1.4893460778746892] User Vector: [0.7429499124756285, 0.3149754618809256] Predicted: 1.270889302306674 Movie Vector: [1.7241703931146526, 0.004920847510558334] User Vector: [1.9488458756076126, 0.045052716979309064] Predicted: 3.3603640570164384 Movie Vector: [2.192186569086861, -0.08553763415214977] User Vector: [2.0578107811159794, -0.2090518970294847] Predicted: 4.528986960771514 Movie Vector: [2.2080610590766923, -0.8490752190009047] User Vector: [1.7658436334256773, -0.39478545613025706] Predicted: 4.234293111007905 Movie Vector: [1.5290573413512918, -1.2439657222963492] User Vector: [1.7008272728840992, -0.2214136373836797] Predicted: 2.8760934033281798 Movie Vector: [1.7934549333319265, -0.8593649279204945] User Vector: [1.969814191170355, -0.29641645423313345] Predicted: 3.7875028837282168 Movie Vector: [-0.7139538084268304, -0.9850057724995896] User Vector: [2.097091476394979, -0.4336076661894466] Predicted: -1.0701203919949598 Movie Vector: [2.0147929092156267, -0.018438749001390975] User Vector: [2.109704876640319, -0.5320272017639944] Predicted: 4.260428342027781 Movie Vector: [1.270646221860081, -0.4222004567403686] User Vector: [2.2608500787324726, -0.22061970430066358] Predicted: 2.965886350655148 Movie Vector: [2.0895044586853833, -0.28611369166231915] User Vector: [1.5717333618404783, -0.7140297889167441] Predicted: 3.488437566294082 Movie Vector: [1.454112703364582, -0.022627802408037516] User Vector: [2.017653618844252, 0.1917916063880953] Predicted: 2.929555935578077 Movie Vector: [2.2612584881194633, 0.059250378442728485] User Vector: [1.989362187034514, -0.6728595510062583] Predicted: 4.458594948339769 Movie Vector: [1.7281366073966176, -0.7933944082114815] User Vector: [2.1650345765176784, 0.42870023989671446] Predicted: 3.4013471348266595 Movie Vector: [1.9874431700666717, -0.47171846980596965] User Vector: [1.8704174723504403, -1.2542575839826082] Predicted: 4.309004898855059 Movie Vector: [2.1707890087620028, -0.05710659309945283] User Vector: [1.8783312182993006, -0.1737518022114389] Predicted: 4.087383136967849 Movie Vector: [1.8648440616610107, -0.26613422578027623] User Vector: [1.7192935359133081, -0.014034719210913173] Predicted: 3.2099494598313343 Movie Vector: [2.200189450791545, -0.3753253572195937] User Vector: [1.4050808799216763, -0.5458286735015623] Predicted: 3.2963074713752443 Movie Vector: [1.9050972049261081, -0.4622486520487607] User Vector: [1.853590636514122, -0.9642741630323798] Predicted: 3.977004772767424 Movie Vector: [1.1774647940721052, -0.020286244001788363] User Vector: [1.7018727901537056, -0.3371710222131745] Predicted: 2.010735228022201 Movie Vector: [0.7487815737389927, -1.9128681355396253] User Vector: [2.2116201921050327, -0.4015781994180054] Predicted: 2.4241865895514194 Movie Vector: [2.2509753966994483, -0.23486833751868802] User Vector: [1.9906763268136067, -0.4335612637538829] Predicted: 4.582793247679835 Movie Vector: [1.5294570267718466, -0.204424586604252] User Vector: [1.656220977430433, 0.5784616258166534] Predicted: 2.4148670330939193 Movie Vector: [2.1465796517805393, 0.47969790512548677] User Vector: [1.679621290267423, -0.16088926744849766] Predicted: 3.5282626398332066 Movie Vector: [1.6307953777808342, 0.5233703079822684] User Vector: [1.7604952534558764, -0.3139914452400976] Predicted: 2.706673722541834 Movie Vector: [2.233053301417043, 0.06579740574531188] User Vector: [2.125788947715016, -0.5799674340789396] Predicted: 4.708839675231719 Movie Vector: [1.522374300296222, -0.2704368456658877] User Vector: [1.6062458095821688, -0.5525859513793044] Predicted: 2.5947469421166955 Movie Vector: [2.1898709856823464, -0.6443572208917698] User Vector: [1.8469908697990638, 0.7303107069430032] Predicted: 3.5740907390798724 Movie Vector: [2.144638171839465, -0.6781390202603321] User Vector: [2.023074460649882, -0.7174310566319031] Predicted: 4.825280706631967 Movie Vector: [1.6916152632617965, -1.2651275071228028] User Vector: [1.9031926674101325, 0.3962745879991918] Predicted: 2.718131883467379 Movie Vector: [2.129025552878828, -1.0244812872379108] User Vector: [1.8475502473498115, 1.1848211239414153] Predicted: 2.7196546166331785 Movie Vector: [2.147255545808103, -0.4217630992518358] User Vector: [1.8986761353361046, -0.03700931005106668] Predicted: 4.092552022602257 Movie Vector: [1.594708013323252, -0.11839454020842745] User Vector: [1.7141991159134842, -0.3853574309546599] Predicted: 2.779271282432645 Movie Vector: [2.2538308152898807, 0.026930840411135366] User Vector: [1.3697514185248605, -0.5449682107580992] Predicted: 3.0725115044452886 Movie Vector: [1.5934323035485762, -0.5410721036163864] User Vector: [1.6109171415225578, -0.6617789503353129] Predicted: 2.924957540429149 Movie Vector: [2.2262983278252424, 0.032051728127462584] User Vector: [2.4161652875438397, 0.9390896131483037] Predicted: 5.4092041843761995 Movie Vector: [2.048791268883486, -0.2743495702813227] User Vector: [1.7432527646538623, -0.4116289555228063] Predicted: 3.684491270742863 Movie Vector: [1.9063613988433872, -0.12468567148771245] User Vector: [1.9020711256786413, -0.7026673293541594] Predicted: 3.7136475196413516 Movie Vector: [2.380414586710289, 0.0048340367049785615] User Vector: [2.390124539379671, -0.6994041001456057] Predicted: 5.686106372501863 Movie Vector: [1.7350457799165149, -0.39229097366999055] User Vector: [1.7731357251063462, -0.9781130970467344] Predicted: 3.460176596264809 Movie Vector: [1.3746069793732865, -0.9202839098680862] User Vector: [1.9391122420818645, -0.6284936425924789] Predicted: 3.243909808486155 Movie Vector: [2.1308006416898153, 0.5037946485749815] User Vector: [1.8553357114606015, -0.3600486672744953] Predicted: 3.7719599327308346 Movie Vector: [0.47109383388073867, -1.1771486544021699] User Vector: [1.1409169595921969, 0.04284965522656655] Predicted: 0.4870385306422941 Movie Vector: [2.126187366226265, 0.0709275171402117] User Vector: [1.1649481880529196, 0.38636096299294787] Predicted: 2.5043017435712875 Movie Vector: [1.4651320278332194, -0.6769096431979827] User Vector: [1.9716677862664314, -0.023325592554883135] Predicted: 2.9045429404396788 Movie Vector: [1.7112532617868095, 0.5385411906786391] User Vector: [0.7276542762221263, 1.1688705999812325] Predicted: 1.8746857183013819 Movie Vector: [1.9440700115861704, -0.31982939589119114] User Vector: [2.2109441366563907, -0.19667472948391757] Predicted: 4.36113255328387 Movie Vector: [0.879928419688985, 1.090306622240196] User Vector: [2.0419178031514615, 0.1540282149249488] Predicted: 1.9646794884063774 Movie Vector: [1.274116884966403, -0.4225391331857671] User Vector: [1.289151045636187, -0.1874609244797708] Predicted: 1.7217386910530448 Movie Vector: [2.414059976198914, -0.604410701208581] User Vector: [1.6478140068329192, -0.045624859777973446] Predicted: 4.005497995606262 Movie Vector: [1.765843567848699, -0.2735981765944056] User Vector: [1.8285882204048234, -0.5552505374732816] Predicted: 3.38091628185151 Movie Vector: [2.1950244019251612, 0.3207477928045239] User Vector: [2.388683737491115, 0.1815841764382676] Predicted: 5.301461816075595 Movie Vector: [1.4165566290461475, 0.19303471723553653] User Vector: [1.8068289086921532, -0.06634738414052586] Predicted: 2.5466681196232024 Movie Vector: [1.2823608746284132, -0.06689972493061845] User Vector: [2.143181343279513, -0.4031196801569763] Predicted: 2.7753004975718345 Movie Vector: [1.7552477587651454, -0.7142660327542449] User Vector: [2.0688366917382384, -0.546646517926822] Predicted: 4.021772006103154 Movie Vector: [2.128024588815449, -0.026822331825177577] User Vector: [1.962523847827099, 0.037346150723911925] Predicted: 4.175297293465666 Movie Vector: [1.6721714165756616, 0.29416307948706627] User Vector: [1.7300390193738693, -0.38653341933088314] Predicted: 2.7792179368025334 Movie Vector: [2.1289784856783, -0.2373834862015196] User Vector: [1.5880106072795754, -0.0859951073202151] Predicted: 3.4012542362990943 Movie Vector: [1.9886253686096536, -0.8324638608050484] User Vector: [2.0792730041330576, 0.29567295533986354] Predicted: 3.8887579943463417 Movie Vector: [1.6341145252734044, -1.1702629012052757] User Vector: [2.0143876528539617, -0.19801925564440948] Predicted: 3.5234747116649947 Movie Vector: [1.102142810268585, -1.192769228035399] User Vector: [1.385486686313499, -0.9954597065757318] Predicted: 2.71435789579595 Movie Vector: [2.1003046664226526, -0.23583072065142419] User Vector: [1.9125494404365972, -0.4626763098787595] Predicted: 4.126049802100067 Movie Vector: [1.1545283916602413, -0.34879235852191326] User Vector: [1.8491818846269603, -0.18270879676488608] Predicted: 2.198660419291944 Movie Vector: [1.8517545330580931, -1.04182330052911] User Vector: [1.5788491248258298, 1.1435279591230503] Predicted: 1.7322869512901402 Movie Vector: [2.130733469527333, -1.5724139436961748] User Vector: [1.4341915257917666, 0.38656694529944235] Predicted: 2.4480366307561106 Movie Vector: [2.235473162216793, -0.9562171757109862] User Vector: [1.7763811829953389, -0.4152309415994692] Predicted: 4.368103418697056 Movie Vector: [1.4999429673965903, 0.7881406269090264] User Vector: [2.0061196652574353, -0.7976059017434076] Predicted: 2.3804394682325034 Movie Vector: [1.390164886554266, -1.2328016839031635] User Vector: [2.096015404878938, -0.7043054420341206] Predicted: 3.7820759524613483 Movie Vector: [2.424550415615368, 0.058689962007724084] User Vector: [1.8691825479833446, -1.1297888092718738] Predicted: 4.465620061281093 Movie Vector: [2.0531398697718055, 0.23851426444525134] User Vector: [2.097375453094915, -0.3543898906467947] Predicted: 4.221678120535422 Movie Vector: [2.162037515310702, 0.45783908489121844] User Vector: [1.7853216777763308, -0.5851904011355649] Predicted: 3.5920094065068398 Movie Vector: [1.0515818659365959, -2.0224388002694025] User Vector: [1.7719815229988334, -0.0710960508057175] Predicted: 2.007171048055692 Movie Vector: [1.4268257587022324, -0.967441562373148] User Vector: [1.5841922845972203, 0.5223136141331661] Predicted: 1.755058459494896 Movie Vector: [1.9720565513865604, 0.3484662501332413] User Vector: [2.012422497802439, -0.7098848668794125] Predicted: 3.721240053361202 Movie Vector: [2.2883489589348227, -0.24300814842390428] User Vector: [1.659129429248651, -0.952336462606186] Predicted: 4.0280926226137765 Movie Vector: [1.1379294680696554, -1.2030536071812052] User Vector: [1.878879188334263, -0.3035779375532736] Predicted: 2.5032525281824505 Movie Vector: [2.13167257784003, -0.44136230425935963] User Vector: [1.5669949043396454, -0.4987768445558948] Predicted: 3.5604613646202856 Movie Vector: [2.1650624968065304, 9.650938843654144e-05] User Vector: [1.4032797663799885, -1.4527804593865554] Predicted: 3.0380481877630747 Movie Vector: [1.8980829080052448, -0.45463531756149816] User Vector: [1.8990310407674895, -0.09050758911521406] Predicted: 3.645666306771304 Movie Vector: [1.6197352493031056, -0.4458701407253962] User Vector: [1.816373857920438, 0.19866315641800286] Predicted: 2.853466794077358 Movie Vector: [1.2104883895970058, -2.0288145023480566] User Vector: [1.6466128069078632, -0.1463521867256954] Predicted: 2.2901271238031464 Movie Vector: [1.7535664306275602, 0.03393581014387283] User Vector: [1.7832208188622887, -0.7150520906106844] Predicted: 3.102730294363155 Movie Vector: [2.1394568117965362, -0.11484474386485281] User Vector: [1.6699307120221856, 0.555545484428387] Predicted: 3.508943158199651 Movie Vector: [1.6155421859770338, -0.5469174834449532] User Vector: [0.823316080187739, -0.06355493258045707] Predicted: 1.36486116372396 Movie Vector: [1.2155490627271144, -0.20269290438219176] User Vector: [1.9858819505249423, -0.659805436287146] Predicted: 2.5476748238554885 Movie Vector: [2.3612341132669785, 0.10405010690004803] User Vector: [1.7422097382674766, -0.6436344470306923] Predicted: 4.046794833445003 Movie Vector: [1.9754442904133098, -0.2900017712562959] User Vector: [2.544704959138916, -0.19530347033450413] Predicted: 5.083561234646914 Movie Vector: [1.5321132578997867, -0.5243724870242723] User Vector: [1.5190748427788479, -0.3975855755214121] Predicted: 2.535877643404646 Movie Vector: [1.9973007768511561, 0.3395613140907465] User Vector: [2.1077174378258983, -0.309531962408198] Predicted: 4.10464059604398 Movie Vector: [2.2570185285051707, 0.11431833431642452] User Vector: [2.006729701847195, -0.4387453849018532] Predicted: 4.479069477179777 Movie Vector: [2.0438399205083706, -0.3454812988177385] User Vector: [2.227788565575003, 0.5855277944775459] Predicted: 4.350954301844283 Movie Vector: [2.1586580610218498, 0.07396391817336254] User Vector: [2.0163866967399, 0.008148182439122024] Predicted: 4.353292068553993 Movie Vector: [2.1368913305024466, -0.8340835502242627] User Vector: [1.9939832595089113, 0.8050894708522113] Predicted: 3.5894136563150174 Movie Vector: [1.3023409185489883, -0.36168649437453315] User Vector: [1.8519273750039569, -0.2382900606846822] Predicted: 2.498027095342007 Movie Vector: [1.333137380884101, -2.5245585671365554]
avg loss: 8.859883909646282: 79%|████████████████████████████████████▎ | 55276/70000 [01:29<00:23, 631.11it/s]
User Vector: [1.6156706977808422, 0.07402986110725254] Predicted: 1.9670182823284958 Movie Vector: [1.9655739552361868, 0.366899248656262] User Vector: [1.556272804810913, -0.8210287498165612] Predicted: 2.7577344609458136 Movie Vector: [1.7047035126974035, -0.02601403974715595] User Vector: [2.1252316495980046, -0.3587660689159815] Predicted: 3.632222813142127 Movie Vector: [2.0038521993644207, -0.004216681578728471] User Vector: [1.287348225565422, -0.6125990785525673] Predicted: 2.582238708396834 Movie Vector: [1.842967384701635, 0.23711717625788403] User Vector: [1.5239119167758144, 0.2452147191058453] Predicted: 2.8666645815472265 Movie Vector: [1.717661225390593, -0.007698980239647169] User Vector: [1.8258574112585013, -0.16793117240307642] Predicted: 3.1374973771887253 Movie Vector: [1.754431296762112, -0.17757033788404517] User Vector: [1.9996598913367782, -0.6245417997132527] Predicted: 3.6191659946389603 Movie Vector: [1.95598393710594, 0.12099424864896963] User Vector: [2.0329368228800373, -0.43797075328823826] Predicted: 3.9233998284802025 Movie Vector: [1.327655745887475, -0.5028557184037012] User Vector: [1.829954923190456, -0.43860067699559396] Predicted: 2.650103027011851 Movie Vector: [1.501161381148751, -0.5344467450143874] User Vector: [1.2367709623167642, -0.19357466666559248] Predicted: 1.9600481564727745 Movie Vector: [2.2758759474029837, 0.40717405646436783] User Vector: [2.2003923899221576, -0.09628569031826827] Predicted: 4.968615079966044 Movie Vector: [1.9764884776799452, -0.5387950409656453] User Vector: [2.130267559445377, 0.1593538377197012] Predicted: 4.124590228096946 Movie Vector: [2.0105223477509067, -0.14980791250465564] User Vector: [1.8666060966113178, -0.9106048539339063] Predicted: 3.889269083969588 Movie Vector: [1.2154852389511042, 0.8570762485519767] User Vector: [2.0337396929575586, -0.4844729180583672] Predicted: 2.0567503455243688 Movie Vector: [2.292162855070724, 0.020667754142909396] User Vector: [1.905546870484406, -0.6649243729078391] Predicted: 4.354081261657732 Movie Vector: [2.1138690271817544, -0.24690721604235868] User Vector: [2.1034634849115825, 0.17252963639771038] Predicted: 4.403847498354631 Movie Vector: [1.2426739253531771, -0.3410608243630131] User Vector: [1.9703339311358, 0.07836875290943267] Predicted: 2.4217540889894886 Movie Vector: [2.017226180949734, -0.7418293860057998] User Vector: [1.690981668594935, -0.4307663716504912] Predicted: 3.7306476463891993 Movie Vector: [2.2845914207211675, -0.5077241420296902] User Vector: [2.150052945905233, -0.49602182354126784] Predicted: 5.1638347690968605 Movie Vector: [1.6883222446319057, -0.3299450997998341] User Vector: [1.9195037081821176, 0.30471898896321786] Predicted: 3.1402002719529256 Movie Vector: [1.4967150542034096, 1.30742597044065] User Vector: [1.9049763252342673, -0.12777861677899816] Predicted: 2.6841456618353727 Movie Vector: [1.6716900647971293, 0.5214171924212093] User Vector: [2.131600138100237, -0.35074766875662816] Predicted: 3.38048890829099 Movie Vector: [1.5033848887471983, -0.5347947599300931] User Vector: [1.9467493047173754, 0.08484172378654786] Predicted: 2.8813405775867347 Movie Vector: [1.7131720339615308, -0.5544539066435382] User Vector: [2.033220639279273, -0.25610574754877036] Predicted: 3.6252555703289158 Movie Vector: [1.8429129846839234, -1.1891439319925103] User Vector: [1.6972904496090573, -0.16848528351598577] Predicted: 3.328311860887618 Movie Vector: [2.037722326105428, -0.7470506431285199] User Vector: [1.7751143210601215, -0.7152089712201334] Predicted: 4.151487405334976 Movie Vector: [2.244482019263876, -0.1964128324521422] User Vector: [1.763093294128044, -0.5198787832261957] Predicted: 4.059342061300341 Movie Vector: [1.2675713987342148, 0.5000343613521105] User Vector: [1.7425636261584854, -0.3858334947759822] Predicted: 2.0158938078445154 Movie Vector: [1.6576876651119845, -0.08954122622827516] User Vector: [1.7586323591379776, 0.09189203632430959] Predicted: 2.907035043596723 Movie Vector: [1.284076675755131, -1.2075642840196867] User Vector: [1.8585090778895523, 0.09760764813407422] Predicted: 2.2686006488632815 Movie Vector: [1.6952392001136705, 1.2941097205609955] User Vector: [2.066510937557423, -0.5588837240483819] Predicted: 2.7799734888566565 Movie Vector: [2.1505406332783368, -0.6321072147117152] User Vector: [1.3304758180203309, -0.5282424424887852] Predicted: 3.195148167261055 Movie Vector: [1.4494877066372143, -1.2163836934098067] User Vector: [1.9372041296565645, -0.5497453142148127] Predicted: 3.4766548069233827 Movie Vector: [1.969853926423661, 0.03248286048254594] User Vector: [1.7071734033477317, 1.2975898402676918] Predicted: 3.4050316614155585 Movie Vector: [2.2331813146208326, -0.4736726884770543] User Vector: [2.195510317017746, 0.5909839611387535] Predicted: 4.623039654301879 Movie Vector: [2.370082117246235, -0.05995424273259317] User Vector: [2.2314733148894654, -0.023428819483982226] Predicted: 5.290179655861979 Movie Vector: [2.6094749998408036, -0.5677876638622268] User Vector: [1.7546030483038972, -0.7840079004460547] Predicted: 5.023742803437281 Movie Vector: [1.457465323021344, -0.44079300931673554] User Vector: [1.3362113187993288, -0.9912508475276873] Predicted: 2.3844181054481335 Movie Vector: [1.845692054853496, -0.05675237034972935] User Vector: [1.9205695729771357, -0.7425187702488011] Predicted: 3.5869197018780565 Movie Vector: [1.6185366719654555, -0.32802117029364264] User Vector: [1.7561665298318034, -0.8877534091801379] Predicted: 3.1336218428225298 Movie Vector: [2.101092286804699, -0.5237037834622739] User Vector: [1.6340084174018787, -0.5575177425194732] Predicted: 3.7251766334818344 Movie Vector: [1.6219878343619492, 0.35914565346111815] User Vector: [1.8498539094564537, -0.9037742928860297] Predicted: 2.6758539274853455 Movie Vector: [2.2144502102383252, 0.19987619917093624] User Vector: [1.9152689780097412, -2.2159182801288604] Predicted: 3.798358467511059 Movie Vector: [1.4184536120328415, -0.18995759369207849] User Vector: [1.7569030604623754, 0.3364956756176692] Predicted: 2.428165583276287 Movie Vector: [1.7700226519574542, 0.3050156429725754] User Vector: [1.2969100003854428, 0.023249372730085836] Predicted: 2.3026515006043606 Movie Vector: [1.627272891417745, -0.7722450568868624] User Vector: [1.757099645597184, -0.519354283820736] Predicted: 3.260349399253604 Movie Vector: [1.8410724215366836, -0.08055678170172752] User Vector: [1.454465300202635, 0.08064262633942654] Predicted: 2.671279641839266 Movie Vector: [2.2654233006069893, -0.09553298546427191] User Vector: [2.067117004817001, -0.5459467227277239] Predicted: 4.735050948119979 Movie Vector: [1.7805429375015513, -0.3161322167916887] User Vector: [1.7884999049695758, 1.0480773533129328] Predicted: 2.8531698574437905 Movie Vector: [1.5794975979102548, -0.5280588109121183] User Vector: [1.7684082653084379, -0.5784497290098695] Predicted: 3.0986520832527065 Movie Vector: [2.1990643969488373, 0.05790117366440323] User Vector: [0.6595797816840941, 0.6187220300797238] Predicted: 1.4862831465624164 Movie Vector: [1.5755298835632732, 1.6188908529808352] User Vector: [1.8721632352815942, -0.33596683046183123] Predicted: 2.405755495355029 Movie Vector: [1.7414878248940506, -0.5939914058302412] User Vector: [2.1387756249589684, -0.10300009411896054] Predicted: 3.7858328817525764 Movie Vector: [2.2304128740293216, -0.27681919611873934] User Vector: [1.6234218706335712, -0.16965487479749472] Predicted: 3.667864766300949 Movie Vector: [1.8825635948535249, -0.5862766220759744] User Vector: [2.1128731657119766, -0.2554574591835238] Predicted: 4.127386838566514 Movie Vector: [1.8272467698353085, 0.82806300132744] User Vector: [1.8468869560078665, 0.1719995907349075] Predicted: 3.5171447219473784 Movie Vector: [1.5740093014880505, -0.7883735571491788] User Vector: [1.8135127747999533, 0.17200728028894027] Predicted: 2.718879984485583 Movie Vector: [1.421886638622106, 0.1366758906247017] User Vector: [1.8766243107682912, -0.9113513304660174] Predicted: 2.5437872784314024 Movie Vector: [2.059454901950897, 0.37920189227813883] User Vector: [1.6162980200873647, -0.6636061025010376] Predicted: 3.077052190686739 Movie Vector: [2.060461347052362, -0.03112382531762105] User Vector: [1.701016635706251, -0.6280678469140599] Predicted: 3.5244269025207466 Movie Vector: [1.8438815174651486, -0.8571130397416419] User Vector: [2.0809204645322983, 0.09438749663351297] Predicted: 3.7560700297129417 Movie Vector: [1.4703310710761428, -0.02389611058187335] User Vector: [2.0596384447403056, -0.43606554896700056] Predicted: 3.0387706710636753 Movie Vector: [2.0577813065329953, -0.11783029239204754] User Vector: [2.2134265776299116, -0.24442813076139222] Predicted: 4.583548872946592 Movie Vector: [1.3721085197563463, 0.1946668672233874] User Vector: [1.6269907932272574, -0.48044545421406687] Predicted: 2.138881117508686 Movie Vector: [0.3488131576445878, -1.4468100702098683] User Vector: [0.9649953522417585, -2.181144652194395] Predicted: 3.4923051233070503 Movie Vector: [1.8942152285473242, -1.1942365624873807] User Vector: [1.7682497055547053, 0.10784298255378535] Predicted: 3.2206554873626256 Movie Vector: [1.6010939032031892, -1.2040854173087678] User Vector: [1.513440481869495, 0.08290948142735861] Predicted: 2.3233302308388306 Movie Vector: [2.2336378449960934, -0.3411697576111648] User Vector: [0.7229027989416991, -1.1819909444925452] Predicted: 2.0179626140008944 Movie Vector: [2.086189771507237, -0.4959087609019095] User Vector: [1.4577752047983277, -1.2158309841488755] Predicted: 3.6441369582225565 Movie Vector: [1.615230460865788, -0.6091207927103931] User Vector: [2.112786554116352, -0.5480689896247019] Predicted: 3.746477416936578 Movie Vector: [1.4610094744988231, 0.037836851001995825] User Vector: [2.086092963680883, -0.531811112986577] Predicted: 3.0276795267798207 Movie Vector: [-0.12476294083455297, 1.0382189600674319] User Vector: [1.609157172055651, -0.664920927644104] Predicted: -0.8910966950764097 Movie Vector: [2.2541548199287167, 0.4364541729156275] User Vector: [2.2154755725772977, -0.10868882113771508] Predicted: 4.946587250824613 Movie Vector: [1.8110936141873608, 0.257774856259254] User Vector: [2.0382445073147877, -0.5365508886738852] Predicted: 3.55314228314659 Movie Vector: [1.9521201583243895, -0.15347506802559735] User Vector: [1.7653186513875325, 0.5638798190003887] Predicted: 3.3595726316602814 Movie Vector: [1.9000384163704913, -0.25026957985061876] User Vector: [2.0667897005370217, -0.2360315795591545] Predicted: 3.986051353826952 Movie Vector: [1.8375450988873108, 0.6515361516885674] User Vector: [1.8645368905927537, -0.4278698719785924] Predicted: 3.1473979351908885 Movie Vector: [2.2048205094722073, -0.09984412292230635] User Vector: [1.6338636354014084, -0.7127818642350241] Predicted: 3.6735431330833186 Movie Vector: [2.025632348878127, -0.22819486191534566] User Vector: [1.4024059671619782, 0.7830299166973781] Predicted: 2.6620754896266767 Movie Vector: [2.162620039736117, 0.3182844615025387] User Vector: [1.7529942753043348, -0.20442830788274313] Predicted: 3.7259941954255122 Movie Vector: [0.8782699511352968, 1.2578492083844315] User Vector: [1.934530411679513, -0.8761490269466862] Predicted: 0.5969765701638323 Movie Vector: [1.471256803924068, -0.12110952218771909] User Vector: [2.0310396336321315, -0.1976005952638265] Predicted: 3.012112193697131 Movie Vector: [1.3482011845707706, -0.771941558393559] User Vector: [1.9016304981519174, -0.22449297660826117] Predicted: 2.7370759484357094 Movie Vector: [2.1306831744802617, 0.1034147078345237] User Vector: [2.058824003954142, -0.08449956594489995] Predicted: 4.377963166516838 Movie Vector: [1.922916804487019, -0.2680538339877641] User Vector: [2.0371776935495385, -0.23575431085960574] Predicted: 3.9805180675575746 Movie Vector: [1.166606273091795, -0.18643175720780622] User Vector: [1.969901693131431, -0.8905858710900117] Predicted: 2.4641331614730313 Movie Vector: [0.8517042243541573, 1.0432094097321494] User Vector: [2.18293327813568, -0.7046997081554056] Predicted: 1.1240641278882086 Movie Vector: [1.4753444129979143, -0.030543365635595433] User Vector: [1.8662845484488464, -0.2524629075677745] Predicted: 2.7611235485136087 Movie Vector: [2.476474566966424, -0.3593720106466123] User Vector: [1.8215772542930697, 0.5594567854739261] Predicted: 4.310036632155662 Movie Vector: [0.4492173725925428, 0.18529076432185904] User Vector: [1.5929255943894856, -0.5298493144543561] Predicted: 0.6173936657963985 Movie Vector: [2.0756424961999707, -0.2500426208346649] User Vector: [1.5304687888802224, -0.18681936610030572] Predicted: 3.2234188612298817 Movie Vector: [2.2289332714365417, 0.6188850662337672] User Vector: [2.0220981353770604, -0.1607895492655254] Predicted: 4.40761156120483 Movie Vector: [2.0743178962725035, -0.3285895902236359] User Vector: [1.6707682182241785, -0.56631771015446] Predicted: 3.651790519901779 Movie Vector: [2.100030258265406, -0.6225771262128762] User Vector: [2.1596408453474103, -0.7397058391150789] Predicted: 4.995835057774592 Movie Vector: [2.1396932683458374, -0.050771955638019874] User Vector: [2.155046891315962, -0.5791053423477824] Predicted: 4.640541637069809 Movie Vector: [2.0655629071787236, -0.16229622212953818] User Vector: [2.1194566329504756, -0.1272802091420161] Predicted: 4.39852810149202 Movie Vector: [1.7262356417570706, -0.3467866653142555] User Vector: [1.1163265532919506, -0.9816453373145254] Predicted: 2.267464197180981 Movie Vector: [2.2252702589150517, -0.630360146687143] User Vector: [2.289202867973827, -0.07607280084184535] Predicted: 5.142048320622764 Movie Vector: [1.9917801517896936, 0.05554076866512059] User Vector: [1.7149561618136944, -0.6416236971793337] Predicted: 3.380179370954854 Movie Vector: [1.6127369704708296, 0.3194117738054601] User Vector: [2.2138541459085976, -0.4068066228495562] Predicted: 3.4404256033367324 Movie Vector: [2.1237904498706697, -0.9596170237790528] User Vector: [1.9399510097569161, -0.26273600983859] Predicted: 4.372175375539593 Movie Vector: [2.3110001060002006, 0.0041855118446826114] User Vector: [2.1896577700895175, -0.5799266105303208] Predicted: 5.057872049083616 Movie Vector: [1.3737937175243442, 0.7604223168666833] User Vector: [2.352209834063211, -0.272601704126512] Predicted: 3.024158672901331 Movie Vector: [2.124878688352432, 0.24446155506390727] User Vector: [2.0953054452521767, 0.24800826332312814] Predicted: 4.512898371925825 Movie Vector: [0.6200065300923769, 0.1284817593462017] User Vector: [2.0306356286294975, -0.48666168985443964] Predicted: 1.1964801998696333 Movie Vector: [1.8236036944876994, -0.41985413136950805] User Vector: [1.5625901174959491, 0.41601943800908603] Predicted: 2.6748776314574454 Movie Vector: [-1.2792632733214844, -1.5428325090588606] User Vector: [2.448381790695576, -0.18116290985545225] Predicted: -2.8526208771452484 Movie Vector: [1.9603648873878414, -0.8518295251269161] User Vector: [1.9597004913693123, -0.08428716078555416] Predicted: 3.913526325223354 Movie Vector: [1.956919101287152, 0.36448560396079527] User Vector: [1.9697999342988377, -0.9023950177863439] Predicted: 3.5258291240745043 Movie Vector: [1.9873759004467684, 0.34101884649759406] User Vector: [2.0902272578777534, -0.3560439932482852] Predicted: 4.0326495668832525 Movie Vector: [2.2397738676986494, -0.1950245519141092] User Vector: [1.8969788764250093, -0.2136644088543734] Predicted: 4.290473520589899 Movie Vector: [2.1948152656008495, 0.44709523683325747] User Vector: [0.6517723915449067, -1.5937625103718056] Predicted: 0.717956367629286 Movie Vector: [1.8459032208850426, 0.14707428518437396] User Vector: [1.4332089540480735, 0.7795598480331678] Predicted: 2.760218231886539 Movie Vector: [1.6006442501426794, -0.18176716196848214] User Vector: [1.087166068383985, 0.25131103450716136] Predicted: 1.6944860227953185 Movie Vector: [1.7819541951784967, -0.26583561099782216] User Vector: [0.966223680965849, -0.14034521346484802] Predicted: 1.7590750973499518 Movie Vector: [1.0593418742156067, -0.18994491634405597] User Vector: [2.0983124943563016, -0.311130897831695] Predicted: 2.2819280228221217 Movie Vector: [2.089758755749131, -0.44265976997256795] User Vector: [1.6800244670567628, -0.5945296283014365] Predicted: 3.774020188410428 Movie Vector: [2.122087096531272, -0.28094136024150185] User Vector: [1.9043819968857554, -0.24666444765962803] Predicted: 4.110562707906433 Movie Vector: [1.8034678142432303, -0.13175329950170478] User Vector: [1.6340568498600971, -0.6522833140788495] Predicted: 3.0329094142061632 Movie Vector: [1.6351928053714886, 0.5274226943118961] User Vector: [1.8677021013946036, -0.21111518278555527] Predicted: 2.94270610026276 Movie Vector: [1.4823767155747787, -0.8528154964736313] User Vector: [1.8132530635879192, 0.3152543932982132] Predicted: 2.4190702889712554 Movie Vector: [1.851026299509559, -0.3762161916574924] User Vector: [1.7093230276910356, -0.309087461153467] Predicted:
avg loss: 8.830614947064937: 79%|████████████████████████████████████▍ | 55466/70000 [01:30<00:23, 616.40it/s]
[-0.306742451804047, 0.6703568617570979] User Vector: [1.19870925817155, -0.05254599303126649] Predicted: -0.4029195838381017 Movie Vector: [1.8692640580309021, -0.2561217841076157] User Vector: [2.081515878915081, -0.14429163314743143] Predicted: 3.927859049190086 Movie Vector: [1.2944656582022784, -1.3075720274495952] User Vector: [1.8204937395491274, -0.45299035478393723] Predicted: 2.9488841434385327 Movie Vector: [2.2862515405732746, -0.24180423512586421] User Vector: [0.8069649808620089, -0.7708337740725866] Predicted: 2.031315801833256 Movie Vector: [2.0128714873621187, -0.9251296031780546] User Vector: [1.6895510848826416, -0.107630702940115] Predicted: 3.500421554702768 Movie Vector: [1.544861027394662, 0.07695542756876303] User Vector: [1.6969533946572892, 1.0379695667553648] Predicted: 2.7014345565241418 Movie Vector: [2.22017723211145, -0.699836270296308] User Vector: [1.9568280595957106, 0.19273812774978188] Predicted: 4.2096199726029235 Movie Vector: [2.0491315237837804, -0.6569946724250472] User Vector: [2.4033482692685944, -0.5095754740233637] Predicted: 5.259565072821284 Movie Vector: [0.5078513836144313, -0.8862148497853378] User Vector: [2.280169639074811, 0.18769744119932558] Predicted: 0.9916470464222086 Movie Vector: [1.9160479801908272, 0.09243280304498722] User Vector: [1.8546189583316097, -0.2062362645462447] Predicted: 3.53447591311336 Movie Vector: [1.7971365389762386, -0.08299280060140238] User Vector: [2.221643969495111, 0.6546884513186423] Predicted: 3.9382631260795473 Movie Vector: [1.2674360390911845, -1.4695183007312744] User Vector: [1.4811744004920986, -0.667848938266888] Predicted: 2.858710052270108 Movie Vector: [2.1715622263251517, 0.7584645934418918] User Vector: [1.9126575468147924, 0.19962381554829436] Predicted: 4.30486247665989 Movie Vector: [1.2890343115220926, -0.6137374347403921] User Vector: [1.748592289193105, -0.3691589617215605] Predicted: 2.480562131811291 Movie Vector: [1.903282598517357, -0.051712991465132876] User Vector: [1.7855929835343607, -0.023496396208491636] Predicted: 3.3997031225322294 Movie Vector: [2.066746288732605, 0.38380093991444747] User Vector: [2.379413535474985, -0.5019014948737596] Predicted: 4.725013828326037 Movie Vector: [2.2555803592708927, 0.39695329558279235] User Vector: [2.389554508848238, -0.541359736150122] Predicted: 5.174937686204668 Movie Vector: [1.722938613432509, -1.293964318489207] User Vector: [1.8697951524016578, -0.17352724531534294] Predicted: 3.4460803310055166 Movie Vector: [1.8278197839374513, -0.6183678304121735] User Vector: [1.955961490866558, -0.6548166202600086] Predicted: 3.9800626424137002 Movie Vector: [1.7536262817758468, -0.5187915547383818] User Vector: [2.0013219810462903, 0.09038063755878917] Predicted: 3.4626821127811076 Movie Vector: [2.140009305370264, -1.0724725564952753] User Vector: [1.8108055656729474, -0.11883068672882832] Predicted: 4.002583411142528 Movie Vector: [1.9209660469164518, -0.6862851259146932] User Vector: [1.550230000100363, -0.646159299025488] Predicted: 3.421388710996742 Movie Vector: [1.9861545489997707, 0.4086708887917286] User Vector: [2.134835577470343, -0.06632799400050815] Predicted: 4.213007073299314 Movie Vector: [1.9081150284291004, -0.1414263272430079] User Vector: [1.3115904851761195, -0.5226914870879285] Predicted: 2.576587853209201 Movie Vector: [2.41590201820638, 0.44871454917541276] User Vector: [2.0523780602632438, -1.107497444219944] Predicted: 4.461394081516392 Movie Vector: [-0.14841636566449207, 0.25931040931031946] User Vector: [1.7800506672726262, -0.5173731952305615] Predicted: -0.3983489057566819 Movie Vector: [1.9765220366644503, 0.13159847750261766] User Vector: [1.509600593153262, -0.184305475408044] Predicted: 2.9595045189700526 Movie Vector: [1.6800901450519008, 0.3509040056715571] User Vector: [2.094126983819124, -0.5470857345542152] Predicted: 3.3263475323009315 Movie Vector: [1.331134075677372, -0.974094904509617] User Vector: [2.0782264628907883, -0.10172705800636571] Predicted: 2.8654898705831386 Movie Vector: [1.9740620651240657, -0.07002023039764703] User Vector: [1.7656055349779112, -1.241928067105347] Predicted: 3.5723749979689967 Movie Vector: [1.8429065918711063, -0.4520056210255524] User Vector: [2.2491977915302592, -0.17571927932247838] Predicted: 4.2244875384093685 Movie Vector: [1.775745050771116, -1.0687539678385503] User Vector: [1.5901289004937063, -0.24589582410373612] Predicted: 3.0864656628256135 Movie Vector: [2.022305604795151, -0.7718054109887561] User Vector: [1.8915927179075294, -0.6012017702392818] Predicted: 4.289389334780787 Movie Vector: [0.9066223504215877, 0.244159644325621] User Vector: [1.6084066230114344, 0.3480814720033729] Predicted: 1.5432048413889572 Movie Vector: [0.81034917915176, -1.2020551657558736] User Vector: [2.232311825397017, -0.5841544409077759] Predicted: 2.5111379186136658 Movie Vector: [2.465646051866446, 0.42187183865810784] User Vector: [2.1420548346883463, -0.9101588577038818] Predicted: 4.897578655260253 Movie Vector: [2.007615944202248, -0.0452801588808028] User Vector: [1.0298633308032281, 0.11361307931106471] Predicted: 2.0624256249876525 Movie Vector: [2.1004350233360887, -0.6227157636566432] User Vector: [1.6776404921527408, -0.04332216691968384] Predicted: 3.550752242541061 Movie Vector: [2.183957144117401, -1.1466495111187816] User Vector: [1.6830566051263265, -0.2706241279925126] Predicted: 3.986034520779181 Movie Vector: [1.8794439813781885, -0.8450096543093805] User Vector: [1.9986689833913165, 0.26307643588186075] Predicted: 3.534084263460597 Movie Vector: [1.8997484286254833, 0.2902098613131785] User Vector: [1.4464204514316934, -0.9200330492883378] Predicted: 2.480832316101613 Movie Vector: [2.2499340766952, -1.1057705658598216] User Vector: [1.7476122284528977, -0.4787358765300925] Predicted: 4.46138434673349 Movie Vector: [1.8816221521405625, 0.5674604793203054] User Vector: [2.1052661260202594, 0.3136334166888768] Predicted: 4.139289947836001 Movie Vector: [1.8934325540099068, -0.2813296190385423] User Vector: [1.779659945283291, -0.2005037773346529] Predicted: 3.4260737267602193 Movie Vector: [1.7941144885431428, -0.269475411240926] User Vector: [1.7684577304005238, -0.34070849692906724] Predicted: 3.264628198810941 Movie Vector: [2.094191210912918, 0.03946758718292871] User Vector: [1.5984311193896439, 0.17434695970598715] Predicted: 3.354301455307764 Movie Vector: [1.5638399047141722, -0.5326762629659416] User Vector: [1.7851459938959258, 0.1550876760947103] Predicted: 2.709071017260888 Movie Vector: [2.154961470986717, 0.08930113800944178] User Vector: [1.7300382369771847, -0.9253588628788623] Predicted: 3.645530144497415 Movie Vector: [2.07836510139169, 0.32551997749911354] User Vector: [1.7680232088389614, -1.0967790406795788] Predicted: 3.3175742470579332 Movie Vector: [2.0061354003082, -0.43132166214985185] User Vector: [1.9547602272542128, -0.9117221192955597] Predicted: 4.3147591909225245 Movie Vector: [2.048662975309268, -0.517525137166244] User Vector: [2.054140780472164, -0.5045641282988702] Predicted: 4.469366782733245 Movie Vector: [2.0076325221799656, -0.32548360459284503] User Vector: [1.7433565613737656, -0.1951097551692226] Predicted: 3.563524356773511 Movie Vector: [1.777019051019815, -0.8235669491045842] User Vector: [1.516745647287574, -0.39678513161829065] Predicted: 3.0220650310783364 Movie Vector: [2.1775942217079405, -0.05447110900617997] User Vector: [1.7962437448402486, -0.16415152644750675] Predicted: 3.9204315152338105 Movie Vector: [1.9891164414889573, 0.4001757885052918] User Vector: [1.5506152697574616, 0.014545580713050432] Predicted: 3.090175116729514 Movie Vector: [1.897198426477421, -0.0748319243520129] User Vector: [0.8392166518742723, -0.8125120560932689] Predicted: 1.6529623521261891 Movie Vector: [1.7556170315168815, -0.0505557281181721] User Vector: [1.3250191602998966, -0.6126783490379848] Predicted: 2.3572006049465504 Movie Vector: [2.256222489779421, -0.4001566312870348] User Vector: [1.8021454655165572, -0.5055372166362985] Predicted: 4.268335198751866 Movie Vector: [0.7968092560279467, -0.33712594938007595] User Vector: [1.5654435809987932, -0.5404277439209939] Predicted: 1.4295521513700709 Movie Vector: [1.437288475660774, -0.43187539677280645] User Vector: [2.044378730801506, -0.6576680090748591] Predicted: 3.222392622030991 Movie Vector: [0.9841892830201254, -1.8386710836386315] User Vector: [1.474752439435322, -0.5577137877371103] Predicted: 2.476887760458829 Movie Vector: [1.2768534165042817, -1.473764516102338] User Vector: [2.323069955907318, -0.7187831693880721] Predicted: 4.025536939794427 Movie Vector: [1.6780643684296344, -0.3507444321833438] User Vector: [1.769832628733181, -0.9439513017658171] Predicted: 3.3009787357078846 Movie Vector: [2.069534763828429, -0.18639000057978491] User Vector: [2.103059768627928, -0.5169218495836626] Predicted: 4.448704365428072 Movie Vector: [0.5964452237222435, 0.8029019478516798] User Vector: [1.4961056498641534, -0.12417002717835174] Predicted: 0.7926487123590429 Movie Vector: [1.4317554856779922, -1.7154596212694024] User Vector: [2.2520867644781335, -0.6118864727300863] Predicted: 4.274104116033793 Movie Vector: [2.393819582714775, -0.028202920216391744] User Vector: [2.1447217783590657, -0.19781776896231823] Predicted: 5.139656031266218 Movie Vector: [1.4647139328563965, -0.317662890023731] User Vector: [1.978045076177083, -0.5256425275732725] Predicted: 3.0642473073228698 Movie Vector: [1.9786628146151297, -0.5146797645890261] User Vector: [1.1339720939865752, -1.3512321823559168] Predicted: 2.9392002767025485 Movie Vector: [2.0639695088005627, 0.193545935345668] User Vector: [1.2728034998581044, 0.019095267837680414] Predicted: 2.6307234258760888 Movie Vector: [1.7979882071760986, -0.12072133585681692] User Vector: [1.7986977449706942, -0.36368958376761157] Predicted: 3.277942426121186 Movie Vector: [1.718971431849506, -0.44232314797506317] User Vector: [1.9393705491465103, -0.17962211071662584] Predicted: 3.4131735872112428 Movie Vector: [2.333628033847345, -0.16628528985939486] User Vector: [2.1780520156787455, -0.5427599047209583] Predicted: 5.17301623104622 Movie Vector: [2.2258074349520394, -0.06279120641758151] User Vector: [1.2367647949948797, 0.009082312406886] Predicted: 2.752229986633448 Movie Vector: [1.3701373916773512, -0.23314334494851652] User Vector: [1.7393513438915504, -0.3993915350866466] Predicted: 2.4762657919642876 Movie Vector: [2.4130080445783206, 0.5247841675376412] User Vector: [1.9465885036916006, 0.7127985088417286] Predicted: 5.071199090976086 Movie Vector: [0.5776707824335106, -2.543219333744095] User Vector: [2.2036066582298974, -0.09571062968417667] Predicted: 1.516372306292978 Movie Vector: [1.8593105684735336, -0.27748529641481084] User Vector: [2.0662196265263844, -0.6363630195155923] Predicted: 4.018325369485653 Movie Vector: [2.2704242293847385, -0.46364770015387335] User Vector: [1.74383991796111, -1.2795786418047916] Predicted: 4.552530096346007 Movie Vector: [1.86950858563381, -0.8072416276997184] User Vector: [2.1753636448975557, -0.13167295690003777] Predicted: 4.17315290306366 Movie Vector: [1.8696238694886558, 0.4122914234563453] User Vector: [1.9389643668781238, 0.054070152450230995] Predicted: 3.6474267225235066 Movie Vector: [1.4954059273657947, -0.033257200592723135] User Vector: [1.9992787980890856, -0.6568324496473786] Predicted: 3.011577773652913 Movie Vector: [2.113176879463777, 0.5636128855944503] User Vector: [2.0809543610249253, -0.47623431699229896] Predicted: 4.129012845318058 Movie Vector: [1.6538199810883303, -0.2505409880392521] User Vector: [1.1960504920768162, -0.35420507641604665] Predicted: 2.0667950920009632 Movie Vector: [2.316670308062454, -0.1620595075708927] User Vector: [2.089227844485462, 0.29150573261190715] Predicted: 4.7928108386156145 Movie Vector: [1.5968034297276203, -0.5571017522829879] User Vector: [1.9192757963992055, -0.16658513381729131] Predicted: 3.1575110442373706 Movie Vector: [1.9876404819764872, 0.4155824464054421] User Vector: [1.5245894000589268, 0.13358091735273223] Predicted: 3.0858494943759003 Movie Vector: [1.9986294129469968, 0.22731405986629843] User Vector: [2.093717844759363, 0.6894516953402576] Predicted: 4.341288130897554 Movie Vector: [-1.534996788947868, -1.820198430590468] User Vector: [1.249474128090056, -0.1867421773854796] Predicted: -1.5780309562895765 Movie Vector: [0.8168033423541468, -0.6621304879454976] User Vector: [1.5433980500477844, -0.05405866069033102] Predicted: 1.296446573242472 Movie Vector: [1.9092616348402125, 0.33317659002920846] User Vector: [1.9125009724833748, -0.7643516517073204] Predicted: 3.3968006564580664 Movie Vector: [2.1068430783130423, -0.4487055961750269] User Vector: [1.441896108289249, 0.5908538153281733] Predicted: 2.7727294219365994 Movie Vector: [1.8734862939006125, -0.08526590853170131] User Vector: [1.8856952929989381, 0.5748033309219337] Predicted: 3.4838131576683034 Movie Vector: [2.648162934604853, -1.2016035455217284] User Vector: [1.7829905238128374, -0.4497711378279628] Predicted: 5.26209601180027 Movie Vector: [1.6166232275189922, -0.607710941361835] User Vector: [1.859153948744628, -0.6607235887861461] Predicted: 3.4070804111954183 Movie Vector: [1.3848764098700361, -0.6759601881945136] User Vector: [1.8064016175753534, -0.05941369511709177] Predicted: 2.5418042794638622 Movie Vector: [2.121708108964408, -0.1992139547388493] User Vector: [1.4447339331288795, -0.3581886233418279] Predicted: 3.136659873413976 Movie Vector: [1.2170011259587141, -1.2367807496387349] User Vector: [1.8554070266417335, -0.28353145949312974] Predicted: 2.6086986915527772 Movie Vector: [1.2322475264952824, -0.41645073208417405] User Vector: [1.5271629417606163, -0.3659281463824152] Predicted: 2.03423380199094 Movie Vector: [1.7751799275992157, -0.2870680838942131] User Vector: [1.9434938546809386, -0.29450574776151356] Predicted: 3.5345944809477596 Movie Vector: [1.3410603258852232, -1.2107282372934884] User Vector: [1.4425866292768617, -0.5823750072845295] Predicted: 2.6396935611890746 Movie Vector: [1.6286140131348765, -0.3449093656911814] User Vector: [2.1544014152681337, -0.5215458692977999] Predicted: 3.6885743897816528 Movie Vector: [2.3361492494892473, -0.15934165029835562] User Vector: [1.5850616472177634, -1.2460882803939] Predicted: 3.901494340557372 Movie Vector: [2.0551941526181285, -0.24197755585294953] User Vector: [1.8468591716718767, -0.14606029561148648] Predicted: 3.8309974836684284 Movie Vector: [1.191724756442809, -0.16016235684929386] User Vector: [1.8308206526393587, -0.9049940180283872] Predicted: 2.326780271219043 Movie Vector: [1.6012642837521216, -1.282672273353723] User Vector: [2.3277872220690043, -0.963527429112392] Predicted: 4.963292456811925 Movie Vector:
avg loss: 8.80946386464532: 79%|█████████████████████████████████████▎ | 55640/70000 [01:30<00:19, 725.98it/s]
[2.0263023747098354, -0.3294599333379606] User Vector: [2.0033052033919923, -0.4118620256998795] Predicted: 4.194994126433284 Movie Vector: [2.0527937336098057, -1.5204420029626937] User Vector: [1.2180718762056242, -0.5186178382423076] Predicted: 3.288978659310561 Movie Vector: [1.9817653481444935, -0.5183767190149294] User Vector: [1.898956373533537, -0.20649053507761655] Predicted: 3.8703258247880665 Movie Vector: [1.9723113525551097, -0.9870786501253332] User Vector: [1.5425436734289677, 0.012921715283214882] Predicted: 3.029621649636955 Movie Vector: [2.122604914817949, 0.28405584740337325] User Vector: [1.8921301550945633, -0.4585443850075571] Predicted: 3.8859925528235877 Movie Vector: [1.152275661323263, 0.018651525442398034] User Vector: [2.315136955796635, 0.24976683192455224] Predicted: 2.6723344992148013 Movie Vector: [1.7887005286221043, -0.18827344186355374] User Vector: [2.3589065155770577, 0.17723298189281853] Predicted: 4.186009067870107 Movie Vector: [1.6327685662699325, -0.5632698747231989] User Vector: [1.6427702664321695, -0.1346133924243868] Predicted: 2.7580873213202777 Movie Vector: [1.9198333162749255, -0.10219577351508864] User Vector: [2.066066878064426, -0.5986174962209981] Predicted: 4.027680204226179 Movie Vector: [2.282646066491358, -0.30874290318722786] User Vector: [1.6924458192173084, -0.1868559479178898] Predicted: 3.920945239824104 Movie Vector: [1.7017203984847076, -0.21353191538206776] User Vector: [1.58071577715074, -0.38402687819065123] Predicted: 2.771938277042268 Movie Vector: [1.4191776596566437, -0.7215268576812016] User Vector: [1.6844291054915164, -0.27134473593896175] Predicted: 2.5862866704593586 Movie Vector: [2.1634029574266194, -0.05642335911055546] User Vector: [1.6261311987557248, -0.1810387434570919] Predicted: 3.528191858586832 Movie Vector: [1.9689123038775382, -0.9403339429896501] User Vector: [1.5365234160692127, -0.20600046678663111] Predicted: 3.2189890902858003 Movie Vector: [2.151988159197657, -0.2987171370705589] User Vector: [2.07719229714016, -0.08199508510086762] Predicted: 4.494586564897394 Movie Vector: [1.4082223722805336, -0.001415978624741722] User Vector: [1.7571263915171402, -0.18624910200062564] Predicted: 2.474688420206311 Movie Vector: [0.8893251213254556, -0.41277925311063796] User Vector: [2.0983177388041514, -0.1128250856215082] Predicted: 1.9126585322163476 Movie Vector: [2.3558529244902857, 0.2818912680865664] User Vector: [0.06750524684987178, -0.7479816876719448] Predicted: -0.05181707323366552 Movie Vector: [1.7960132395095394, 0.08066542273822346] User Vector: [1.8320030149037263, 0.41154439195064796] Predicted: 3.323499071940729 Movie Vector: [1.801508361907055, -1.019324161653536] User Vector: [1.4736442435139356, -0.13086541372934504] Predicted: 2.788176705305659 Movie Vector: [1.1432512049850185, -0.4842927970123149] User Vector: [2.4719950632655556, -0.3836898828489071] Predicted: 3.011929581345588 Movie Vector: [1.5542037704514675, 0.40562789771418195] User Vector: [1.770510751010781, -0.6400745580416087] Predicted: 2.492102387487063 Movie Vector: [1.1120905542625357, -0.9832189238120129] User Vector: [1.5275615775868738, -0.4760703909555177] Predicted: 2.1668682189427884 Movie Vector: [2.1822349568903205, 0.4762825186017472] User Vector: [1.8181282576978992, -0.6568083345154763] Predicted: 3.6547567122567988 Movie Vector: [1.743572266516524, 0.3343194511909139] User Vector: [2.106833769063022, 0.219614359763102] Predicted: 3.746838282128409 Movie Vector: [1.09020107989237, -0.44492232453059055] User Vector: [1.6249491697358547, -0.27101869094452613] Predicted: 1.8921036055825151 Movie Vector: [1.9679907000206052, -0.8521575130507488] User Vector: [1.6747575729557354, -0.39582724492662674] Predicted: 3.6332144890003715 Movie Vector: [1.8007050126695865, -0.5709776939593514] User Vector: [1.7172099416398854, -0.09363000998721573] Predicted: 3.1456491969048814 Movie Vector: [1.8695441076171952, 1.1987141568926774] User Vector: [1.7612233040012526, -0.710116376858972] Predicted: 2.4414580962114445 Movie Vector: [1.174661357229134, 0.4302380106861003] User Vector: [2.0302442761878488, 0.18662040143046885] Predicted: 2.4651406872383856 Movie Vector: [1.585497152698579, -0.07168618555027552] User Vector: [0.9900237431985092, -1.8002360067476275] Predicted: 1.6987318783592231 Movie Vector: [2.3052977068125884, 0.005695781201810371] User Vector: [2.141881879337223, 0.25336675628942096] Predicted: 4.9391185063071745 Movie Vector: [1.99328555233086, -0.5070201779884517] User Vector: [1.6827132611512874, -0.525060361550594] Predicted: 3.620344230136469 Movie Vector: [1.2160053299645894, 0.1097915673069104] User Vector: [1.823471286990006, -0.45599804967288776] Predicted: 2.1672860634547564 Movie Vector: [1.8503828894130918, 0.22042376416255663] User Vector: [2.266834273660666, -0.20586951601311712] Predicted: 4.149132819470915 Movie Vector: [1.0511398587909213, -1.3653459479726504] User Vector: [1.2177965579245835, -0.6095907071226374] Predicted: 2.1123767038245926 Movie Vector: [-0.5702495574951172, -0.8271503448486328] User Vector: [1.1651797008124614, -0.5412456509892638] Predicted: -0.21675168192700683 Movie Vector: [2.36437631476051, -0.03941751540069068] User Vector: [2.0397225264773264, -0.5390189532849212] Predicted: 4.843918418178831 Movie Vector: [0.8538027935538715, -0.6429567722187721] User Vector: [1.935885352520113, 0.1993396124410539] Predicted: 1.5246975681912527 Movie Vector: [2.0642975506753114, -0.3547784355313081] User Vector: [1.7613963325247457, -0.5761054944299302] Predicted: 3.8404359410141504 Movie Vector: [1.9767819277350192, -0.32971600052099137] User Vector: [2.125394745838938, -0.24805173268986586] Predicted: 4.283228548102182 Movie Vector: [2.2899730847113497, -0.456025107952628] User Vector: [1.6403961430349447, -0.1561035404799152] Predicted: 3.827650149713474 Movie Vector: [1.9048601822456392, -0.8111288781975567] User Vector: [1.2819878924797092, 0.3804535791672844] Predicted: 2.133410805629397 Movie Vector: [2.1785911834806835, 0.3217441396351599] User Vector: [1.7372241459637592, 0.80929493715172] Predicted: 4.045087111391377 Movie Vector: [2.181635164451179, -0.3920525581291005] User Vector: [1.7154321764771212, -0.43975797874991546] Predicted: 3.914855398960095 Movie Vector: [1.720870279603055, -0.11795758651893545] User Vector: [2.0160515532463785, -0.1526881620132146] Predicted: 3.48737392721036 Movie Vector: [1.6227071315559507, 1.3137258725260004] User Vector: [1.9721744823352048, 0.10626244407347929] Predicted: 3.3398613192151787 Movie Vector: [0.9484253646353893, -0.18510046726489424] User Vector: [1.3741529779993722, 1.320667721339866] Predicted: 1.0588253269021883 Movie Vector: [1.7843960776841286, -0.6984728847177606] User Vector: [1.9406161891903428, -0.7248052892955936] Predicted: 3.969084757554553 Movie Vector: [2.451060561495467, -0.36717735503883586] User Vector: [1.7033338300697105, -1.1020923497422663] Predicted: 4.57963772793179 Movie Vector: [1.7344096155107798, -0.6400365512111024] User Vector: [1.9851933289264547, -0.21982597739251944] Predicted: 3.583835058774815 Movie Vector: [1.6079768726045838, -0.32268312420084416] User Vector: [1.9679773816686117, 0.29587540121934175] Predicted: 3.068988116692416 Movie Vector: [1.0603654106745026, -1.2674797584500694] User Vector: [2.018584318257868, 0.1399716793615949] Predicted: 1.9630257192635305 Movie Vector: [2.502695310256391, -0.3460281741106064] User Vector: [2.2544642301838467, -0.3987635635719112] Predicted: 5.780220483826525 Movie Vector: [1.8686829640536562, -0.5468593905575648] User Vector: [1.7642453498191002, -0.11249724056813709] Predicted: 3.358335402034335 Movie Vector: [2.112543458465583, -0.027116932386624392] User Vector: [1.5169622669784175, -0.7323003715080806] Predicted: 3.2245064535052617 Movie Vector: [-0.3871541063269829, 0.13270395569306706] User Vector: [1.9410406215232698, -0.8983130988940891] Predicted: -0.8706915488443558 Movie Vector: [1.9254602635684885, -0.013767548352013485] User Vector: [1.757857526803907, -0.3964161754541997] Predicted: 3.3901424957387882 Movie Vector: [1.8383711366838074, 0.2013658880741709] User Vector: [1.6270697175381599, -0.5109066446615884] Predicted: 2.8882788358691527 Movie Vector: [1.9864908623025406, -0.5626675175552098] User Vector: [1.7498295091799918, -0.024681171120307405] Predicted: 3.489907623858012 Movie Vector: [1.3295761920563203, -0.22830377989201697] User Vector: [1.587070114738891, -0.11539804365146748] Predicted: 2.136476449238696 Movie Vector: [2.1183963812379822, -0.016413086268362246] User Vector: [1.2736110855069072, -1.667053503638334] Predicted: 2.7253746076116023 Movie Vector: [1.989442422089987, -0.023385165900731544] User Vector: [2.12613626489297, -0.08878898954755575] Predicted: 4.231902025772756 Movie Vector: [1.978954801153043, -0.1905599454563041] User Vector: [1.9673288893765113, -0.0876018981049978] Predicted: 3.9099483640034878 Movie Vector: [1.8155552099561363, -1.020571577092932] User Vector: [0.08384573161565337, 0.3967133717271588] Predicted: -0.2526478365700576 Movie Vector: [1.8521109991915163, 0.2385884875811081] User Vector: [1.7108779192967352, -0.36671089256110234] Predicted: 3.081242815367707 Movie Vector: [2.2050066210541726, 0.21405671107206992] User Vector: [2.179846721307315, -0.6086336397499525] Predicted: 4.676294338193161 Movie Vector: [0.988397056730532, -1.1562223226251973] User Vector: [1.6860920155670494, -0.12314809977563272] Predicted: 1.8089149675127836 Movie Vector: [-0.13836688960802052, -0.6929805254654676] User Vector: [1.6873884206417382, -1.2680505729251434] Predicted: 0.6452556650176657 Movie Vector: [1.6087078947043, -0.5098644936037362] User Vector: [1.9569942391347805, -0.30905512879487906] Predicted: 3.305808319125595 Movie Vector: [2.155299016031345, -0.07824010307042414] User Vector: [2.0037196027531703, 0.10669737537025471] Predicted: 4.310266874570313 Movie Vector: [2.23183988944057, 0.17808214594438881] User Vector: [1.9444159549147946, -0.7613701881319158] Predicted: 4.204038652882901 Movie Vector: [2.2609937082667275, -0.2833186081828441] User Vector: [2.1266970278231283, 0.2234230196592641] Predicted: 4.745148700331772 Movie Vector: [1.5531937491544114, -0.8319960128153641] User Vector: [1.9709648809733347, -0.7270545903351644] Predicted: 3.666196853188617 Movie Vector: [0.8787485046256985, -0.1412467317291109] User Vector: [1.1339563559434471, -0.5865352967878124] Predicted: 1.0793086458111532 Movie Vector: [0.02222138030936744, -0.1403361421483729] User Vector: [1.1308202000174774, -0.5860312028719714] Predicted: 0.10736974391572625 Movie Vector: [1.6440232540817572, 0.13760964105332865] User Vector: [2.3471730651901197, -1.0245368500719876] Predicted: 3.717820952342599 Movie Vector: [1.9430241492272822, -0.2278577294229338] User Vector: [1.89422251555853, -0.36633359642337454] Predicted: 3.7639920332326424 Movie Vector: [1.3742209416110707, -0.37903925640061936] User Vector: [0.8197912455589611, 0.2661100447733541] Predicted: 1.0257081439049203 Movie Vector: [2.414503213040785, -0.22093922656635803] User Vector: [1.553644075390828, -0.045166905052526275] Predicted: 3.761257753021635 Movie Vector: [2.2922921852890115, -1.1173740245193933] User Vector: [1.9753482546598256, -0.08837410867296638] Predicted: 4.626822300852233 Movie Vector: [2.290419099084851, -0.49212727231954245] User Vector: [2.070849374741757, 0.7124062780027649] Predicted: 4.392518400859624 Movie Vector: [1.9009326645192646, -0.8755381122392876] User Vector: [1.6438494317254824, -0.0016177192479780254] Predicted: 3.1262634551749082 Movie Vector: [1.814489276503123, -0.37773036515571323] User Vector: [1.5531091639511847, -0.5665350914600561] Predicted: 3.032097430198888 Movie Vector: [1.2515763623016298, -0.770090952488539] User Vector: [1.6960157474840265, 0.6511382767680599] Predicted: 1.6212575238842764 Movie Vector: [2.168470233632558, 0.0956676103134662] User Vector: [2.0938708870217635, -0.019947990992453108] Predicted: 4.538588314947693 Movie Vector: [0.7848096504311333, 0.08898507963341935] User Vector: [1.994973878003815, -0.2707520089290593] Predicted: 1.5415818627399558 Movie Vector: [2.227065647680001, -0.43183244319313213] User Vector: [2.0913770174429356, -0.3590860046380608] Predicted: 4.8126988985939345 Movie Vector: [2.025621490285262, -0.7421751113190103] User Vector: [0.9833434392073734, 0.14935163238394172] Predicted: 1.8810365383992467 Movie Vector: [1.9987833333282403, 0.7045676906604196] User Vector: [0.4606543378275407, 0.657580930908654] Predicted: 1.3840584907876845 Movie Vector: [1.9259688570650668, -0.26663319196749263] User Vector: [1.873605685787559, -0.8751985753031174] Predicted: 3.8418631909853476 Movie Vector: [1.805101650055594, -0.20992738800161181] User Vector: [1.3988509505948168, 0.08307605208000722] Predicted: 2.507628220481898 Movie Vector: [1.9437729486025948, 0.011961133192362326] User Vector: [1.8332257295725503, -0.4217961451555625] Predicted: 3.5583294219531485 Movie Vector: [1.8760539830660854, -0.7255402741891677] User Vector: [1.738034967210581, -0.5103068746720683] Predicted: 3.6308956127137333 Movie Vector: [2.0292791403703476, -1.1663655775474906] User Vector: [1.8298392082651909, -0.44822556133856317] Predicted: 4.236049401286546 Movie Vector: [1.8806703335707744, -0.0403941071858811] User Vector: [2.000105245246118, 0.294491714801991] Predicted: 3.7496428688606067 Movie Vector: [2.2017186711206014, -0.7016543495439381] User Vector: [2.007010064056258, -0.6043054313652992] Predicted: 4.842885065530105 Movie Vector: [2.3439372914649645, -0.2920605741086395] User Vector: [1.8201268156259256, -0.09362700474672356] Predicted: 4.293607875099383 Movie Vector: [1.5957391429327756, -0.023645725347596177] User Vector: [1.5925450732932616, -0.07683379718856949] Predicted: 2.543103301204537 Movie Vector: [2.1246167880831743, -0.28968410847446535] User Vector: [1.7241249127564955, -0.3008534358700264] Predicted: 3.750257193746377 Movie Vector: [2.2119463758743785, 0.09525341968729058] User Vector: [2.038073797100393, 0.24535978758569] Predicted: 4.531481308082031 Movie Vector: [1.939697499588208, -0.851528544542623] User Vector: [0.9572678395354182, -2.1490924117436503] Predicted: 3.6868235682427226 Movie Vector: [2.0530985626219307, 0.3411938725105868] User Vector: [2.1665947936211087, -0.3866145414479128] Predicted: 4.316322144002139 Movie Vector: [1.735589161804222, -1.6142496013381722] User Vector: [1.7555682586659265, 0.3558124817957493] Predicted: 2.472575085658159 Movie Vector: [1.8793053696965603, -0.220384051112618] User Vector: [1.6363120408954288, -0.5098942872471535] Predicted: 3.1875025736166256 Movie Vector: [1.6728231052773992, -0.9320707122139802] User Vector: [1.5831240882877995, -0.2198400562866465] Predicted: 2.853193031245304 Movie Vector: [1.6607788140051867, -0.2853872235833817] User Vector: [1.9764721163156336, -0.5721031588106202] Predicted: 3.4457539493452445 Movie Vector: [1.881753756440336, -1.1872121411204963] User Vector: [2.3023802673712552, -0.550739428944548] Predicted: 4.986357253516701 Movie Vector: [1.9606913025977972, 0.04618837821795678] User Vector: [1.7103172406883758, -0.012514771126344318] Predicted: 3.352826101518667 Movie Vector: [1.1575700572631602, -2.3935567396349677] User Vector: [1.7273835613587911, 0.3224724632649228] Predicted: 1.2277113502430919 Movie Vector: [1.3078424696647708, -0.80330777242262] User Vector: [0.8849306420689032, -1.6935729348387067] Predicted: 2.517810178125946 Movie Vector: [1.8278276386456742, -0.962504977030028] User Vector: [2.207930029034744, -0.09530211539946859] Predicted: 4.12744429165893 Movie Vector: [1.4455046709867827, -0.5557340761704097] User Vector: [1.4302762783419065, -0.43446680892054496] Predicted: 2.3089190518269826 Movie Vector: [2.475518698016823, 0.4176769524221308] User Vector: [1.7779126269406413, -0.7634096964113243] Predicted: 4.0823973159851805 Movie Vector: [2.060255394471793, -0.24816436718332305] User Vector: [2.0302377269997005, -0.1975345846742178] Predicted: 4.231829274313783 Movie Vector: [2.3663870430789653, -1.4790117388301167] User Vector: [1.7341126630651507, -0.10367908198741076] Predicted: 4.2569243164470425 Movie Vector: [1.6120411354898314, -0.9236302420334248] User Vector: [2.050530528112096, -0.9034709169994819] Predicted: 4.140012622632779 Movie Vector: [1.3677377418732044, 0.4048523430573081] User Vector: [1.342482270006414, -0.545315303935688] Predicted: 1.6153914899800148 Movie Vector: [1.3564690518622844, -0.5097616456191103] User Vector: [0.554683918938184, -1.0439867301946557] Predicted: 1.2845959631938766 Movie Vector: [2.3463379361019574, -1.4778130433529904] User Vector: [1.3250631712700354, -0.3859980017032872] Predicted: 3.679478868107757 Movie Vector: [2.0889045041006953, -0.3566774139734843] User Vector: [2.152626801152334, 0.22017383446106248] Predicted: 4.418100786674784 Movie Vector: [1.6557228624839602, -0.5542431417115765] User Vector: [2.053222546969999, -0.896684610751377] Predicted: 3.8965488085730393 Movie Vector: [1.5182676954626388, -0.2444243953685921] User Vector: [1.8106990643941376, -0.3967940063746987] Predicted: 2.8461120307680607 Movie Vector: [0.37141895836493144, 0.40112370048161355] User Vector: [0.5249517655021736, -1.0362055379481245] Predicted: -0.2206695619066437 Movie Vector: [1.7885275316646367, -0.014216828688871329] User Vector: [1.8030245239250908, -0.1914419935057796] Predicted: 3.227480699332077 Movie Vector: [2.059876428479635, -0.22244232780098486] User Vector: [2.230344435615324, -0.4213933590877043] Predicted: 4.687969650030066 Movie Vector: [2.36208580330116, 0.21282879621115214] User Vector: [1.7707656825135845, -0.0553537716796097] Predicted: 4.170919603045908 Movie Vector: [1.2213603496063512, -0.6625772134987703] User Vector: [1.4881077371470866, -0.610578356258367] Predicted: 2.22207109200621 Movie Vector: [-0.9543895721435547, 0.5113124847412109] User Vector: [1.1317127964553018, -0.5916682757646415] Predicted: -1.382622267822128 Movie Vector: [1.5925451695979478, 1.3121007202768376] User Vector: [1.949526586501878, -0.30011491422891867] Predicted: 2.710928153210756 Movie Vector: [1.5532077535600508, -0.9620152046713395] User Vector: [2.0225765938692994, -0.6092662483370093] Predicted: 3.727605042360141 Movie Vector: [2.022844879904754, -0.7017495409068087] User Vector: [2.007248062820512, -0.324982594837362] Predicted: 4.2884078533050305 Movie Vector: [2.1567904693111033, 0.06875596716536217] User Vector: [2.0896843204116977, -0.05150817649640917] Predicted: 4.503469731640864 Movie Vector: [2.251360253350797, -0.38948598682826435] User Vector: [2.081796440555063, -0.2609076949118246] Predicted: 4.788493652856653 Movie Vector: [2.2180602820093394, -0.6309074443198078] User Vector: [1.4531452262039193, -0.3081938238263807] Predicted: 3.4176054879798414 Movie Vector: [2.4126691501134174, -0.28011948280862187] User Vector: [2.1032244048031106, -0.26461473903701516] Predicted: 5.148508381076706 Movie Vector: [0.6117009914820928, -0.2572762096896707] User Vector: [1.9036365185662747, 0.1602162590386626] Predicted: 1.1232365139723839 Movie Vector: [1.9531882172681845, -0.8818155737288162] User Vector: [1.5995839930372595, -1.1467606075287895] Predicted: 4.135519970788774 Movie Vector: [1.5208334521411624, 0.21404703927188867] User Vector: [1.4286495991986128, 0.1996928211430422] Predicted: 2.215481758978833 Movie Vector: [2.145272036998495, -0.3509120598254383] User Vector: [1.474515194356424, -0.7322812375739696] Predicted: 3.42020253203084 Movie Vector: [2.1708068895687083, 0.24989779036173176] User Vector: [1.7080822861798035, -0.5435539566109858] Predicted: 3.572083862089926 Movie Vector: [1.7761761659134747, -0.5616482180997798] User Vector: [2.1042754617467456, -0.21086491737585353] Predicted: 3.8559958267750467 Movie Vector: [2.2159085775818594, -0.7059268929151323] User Vector: [2.092352325257766, -0.25971817312712786] Predicted: 4.81980350785126 Movie Vector: [2.1007384484231775, -0.05698960153605792] User Vector: [2.0965452928956125, -0.5935999657902578] Predicted: 4.43812233116865 Movie Vector: [2.4688631891970036, -0.4981384289433227] User Vector: [2.0106048921336974, -0.23367571268770138] Predicted: 5.080311258608761 Movie Vector: [2.1775060660396295, 0.658768964074331] User Vector: [1.7691956562276816, -0.5223578790980928] Predicted: 3.508321114557224 Movie Vector: [2.185014855259487, -1.1468195839224076] User Vector: [2.0269797240987435, 0.4966069963274426] Predicted: 3.859462179564337 Movie Vector: [0.8473758719138541, -0.4032933131917537] User Vector: [1.6588195140794846, 0.06005393521760602] Predicted: 1.3814242815867077 Movie Vector: [2.1907524180510882, -0.6251157898711953] User Vector: [1.438846100619019, 0.0784247476080099] Predicted: 3.103131026088065 Movie Vector: [2.4694988301104286, 0.031521820647843576] User Vector: [1.6866097081227371, -1.3581359550913585] Predicted: 4.122269783070212 Movie Vector: [2.3886448731663115, -0.5627082640040968] User Vector: [1.7158907954775795, -0.2915532828822288] Predicted: 4.262713193206138 Movie Vector: [1.3725057423680411, -1.4085992884166494] User Vector: [0.8656113422112319, 0.017743975315364646] Predicted: 1.1630623868409182 Movie Vector: [1.71007414791656, -0.29965608981858705] User Vector: [2.2119665120473715, -0.6055155281304725] Predicted: 3.964073163793388 Movie Vector: [1.7646267945655891, -0.24832418910092588] User Vector: [2.14765006450132, -0.15081289306182344] Predicted: 3.827251338545087 Movie Vector: [2.315557977952554, -0.4168014017080528] User Vector: [1.7447400282882797, -0.6487014169072929] Predicted: 4.31042635181305 Movie Vector: [1.9009357455111169, -0.0036714132040330592] User Vector: [1.8304607820475827, -0.6029160145548907] Predicted: 3.4818018851672434 Movie Vector: [2.285383325836085, -0.28075632407072576] User Vector: [2.092811265296887, -0.7070395469157135] Predicted: 4.981381793996112 Movie Vector: [2.1343504536375755, -0.623591571041805] User Vector: [1.579584051899631, -0.04754054378535143] Predicted: 3.4010318201179457 Movie Vector: [1.5874560370343245, -0.6259407468079289] User Vector: [1.9506245791400492, -0.20835089715112992] Predicted: 3.2269460803042898 Movie Vector: [2.122928619395896, -0.16574121823611954]
avg loss: 8.792936269922048: 80%|████████████████████████████████████▋ | 55787/70000 [01:30<00:20, 707.63it/s]
User Vector: [1.898578252667164, -0.34209133461409985] Predicted: 4.087244743296735 Movie Vector: [1.1394720103944385, -0.9521954867273759] User Vector: [2.2038993077959765, -0.5824285897511206] Predicted: 3.0658674494632 Movie Vector: [1.0654751929818183, -0.742775253248844] User Vector: [1.8742356719152928, -0.7276543141860035] Predicted: 2.5374352317244773 Movie Vector: [1.9623570251722122, -0.3863824067545635] User Vector: [1.964770760780803, -0.8583601533947395] Predicted: 4.187236967202036 Movie Vector: [2.401794837664501, -0.2950367561560398] User Vector: [1.4273602247020842, -0.6022627921529825] Predicted: 3.6059160797274035 Movie Vector: [1.4058332708386452, -0.6918611634510986] User Vector: [2.368048966417473, -1.022789474986247] Predicted: 4.036710340094272 Movie Vector: [1.8647852059162626, -0.7584604528696186] User Vector: [1.6505114922920583, -0.4878085732450745] Predicted: 3.4478329243981456 Movie Vector: [1.7701847556585775, -0.4470664629250854] User Vector: [2.20732573609648, 0.21083407066397053] Predicted: 3.8131175265749984 Movie Vector: [1.7689731593696274, -0.30189773911404516] User Vector: [1.9263449972575208, -0.9056128087123057] Predicted: 3.6810550552974783 Movie Vector: [1.6018673552081273, -0.32360165910260225] User Vector: [1.4744408197991006, -0.3451697548238479] Predicted: 2.473556121755524 Movie Vector: [1.8985737902169908, 0.449808260796964] User Vector: [1.6456249639851377, -0.7411424084280424] Predicted: 2.790968447411071 Movie Vector: [1.0793707019512073, -1.6149058048305858] User Vector: [2.1464246337655033, -0.046341259716293944] Predicted: 2.391624632951839 Movie Vector: [1.7525473259612887, -0.3584087816958125] User Vector: [1.6941044582782676, -0.1411896931121953] Predicted: 3.019601864151023 Movie Vector: [2.1406359200540486, 0.04453348819984394] User Vector: [2.39153702140424, 0.4078411490780691] Predicted: 5.137572641156864 Movie Vector: [1.729587845011964, -1.8208697779442395] User Vector: [1.9277707877827022, 0.15006559164708566] Predicted: 3.0609990219786 Movie Vector: [1.9695070115649285, -0.8535773700299218] User Vector: [1.3109018695309733, 0.6262791963725988] Predicted: 2.0472526741706494 Movie Vector: [2.4913385348607244, -0.3328189755003925] User Vector: [1.842781636941842, -1.2476982346703376] Predicted: 5.006250551643566 Movie Vector: [1.855190398803729, -0.5159365020233495] User Vector: [2.3717981384387588, -0.5444846302478478] Predicted: 4.681056629867694 Movie Vector: [1.8996827866835126, -0.3253660188841226] User Vector: [0.855540159407579, 0.02808000560858835] Predicted: 1.6161186345079361 Movie Vector: [2.1562078853124444, -0.384839840679943] User Vector: [1.9362608013224067, -0.6123454389339035] Predicted: 4.410635728993179 Movie Vector: [2.3068414017980605, -0.29337444309618277] User Vector: [2.087584150805833, -0.14512309225372091] Predicted: 4.858300955186673 Movie Vector: [2.152193723514278, -0.5200934775424857] User Vector: [2.138895974723641, -0.017961594094868232] Predicted: 4.61266019998518 Movie Vector: [2.2871367234429902, -0.2813486954279075] User Vector: [2.0928266418405035, -0.08272323974355314] Predicted: 4.809854743936704 Movie Vector: [2.1935391130542454, 0.10998860448200291] User Vector: [1.858419751039069, -0.7075829238707272] Predicted: 3.998690354024894 Movie Vector: [1.3331654860328108, -1.2545322457147783] User Vector: [1.9499321940983783, -0.5375220207588741] Predicted: 3.2739210090999658 Movie Vector: [2.1936486372918607, 0.10994690374122937] User Vector: [1.7716244685070652, -0.8203302086358861] Predicted: 3.796128834648528 Movie Vector: [2.5489324809459286, 0.38615414703278217] User Vector: [1.323874598168541, -0.21993328898097886] Predicted: 3.289538812360469 Movie Vector: [1.9175929026915262, -0.6484220674138947] User Vector: [2.0285271355789747, -0.21390473207158137] Predicted: 4.0285897867028835 Movie Vector: [1.4288786392744162, -1.1999593821806476] User Vector: [1.5077601193194785, -0.3237379421742069] Predicted: 2.542878608725243 Movie Vector: [2.4832813390459108, -0.38802486702633515] User Vector: [1.7768333222602857, -0.13386968504118452] Predicted: 4.464321798500879 Movie Vector: [1.9784676266897803, -0.6192109322899362] User Vector: [1.9430823490199476, 0.6132728543984793] Predicted: 3.464580267608106 Movie Vector: [1.8219403265940384, -0.5009975129000807] User Vector: [1.678881445165273, 0.20599351994739906] Predicted: 2.9556195673499084 Movie Vector: [1.9702559837363844, -0.1793194002274594] User Vector: [1.7147926416180144, 0.5364990908943306] Predicted: 3.2823757678132655 Movie Vector: [1.7808454929295374, 0.6503309727605378] User Vector: [1.975085460300315, 0.09108041874775218] Predicted: 3.57655445745014 Movie Vector: [2.384321430103773, 0.10011059311435415] User Vector: [2.1949001661341776, -0.08959728398254514] Predicted: 5.224377865811123 Movie Vector: [0.7685400121183581, -0.26725785116591644] User Vector: [1.5887223114624727, -0.36489281770246357] Predicted: 1.3185171348691116 Movie Vector: [1.1233599396582319, 0.4857241379789142] User Vector: [2.0314845109340345, -0.32506685318377] Predicted: 2.1241955005712847 Movie Vector: [1.9074601821825374, -0.5437961673523735] User Vector: [2.094726003487009, -0.7072747699742434] Predicted: 4.380219753410854 Movie Vector: [2.091130302245995, 0.8678370497571767] User Vector: [1.3653692396994346, -0.44752632545966003] Predicted: 2.4667850649144816 Movie Vector: [1.718566126182071, 0.002786917405118719] User Vector: [1.7470929325501534, -0.3374995112575437] Predicted: 3.001554149910649 Movie Vector: [2.069239725747645, -0.24308836094020086] User Vector: [1.8180132099543473, -0.034335743545052186] Predicted: 3.7702517755915594 Movie Vector: [2.3096553642501902, -0.5077470783365045] User Vector: [1.977769236249519, 1.036747648778021] Predicted: 4.041559736113422 Movie Vector: [1.834678881167395, 0.3722197551011449] User Vector: [1.6253540308877725, -0.07731996161190682] Predicted: 2.95322269771448 Movie Vector: [1.377876952402308, -0.8491775027837636] User Vector: [2.087100833273043, -0.2627427349465173] Predicted: 3.0988833550430375 Movie Vector: [2.2538410072600854, -0.5047107381047226] User Vector: [1.8040407991098095, -0.16434656470982875] Predicted: 4.148968607783615 Movie Vector: [2.2488229572156597, -0.6219506373399529] User Vector: [1.9334990025129672, -0.5220580975176154] Predicted: 4.672791311084303 Movie Vector: [2.2789836086670303, 0.4070380701232704] User Vector: [1.4315179963950315, -0.50771735933875] Predicted: 3.055745755182818 Movie Vector: [2.0804714500305383, -0.09137256238137004] User Vector: [1.6713325296074613, 0.39098332346396275] Predicted: 3.441434463242356 Movie Vector: [1.282238206005455, -0.2663584441525796] User Vector: [1.6472167447315114, -0.04547532264589042] Predicted: 2.1242369798539746 Movie Vector: [2.2828373115243408, 0.6145988220808879] User Vector: [2.0087990318600917, 0.2845408257941048] Predicted: 4.760639837651171 Movie Vector: [0.9073978118908911, -0.7761758711267732] User Vector: [2.3507163275757104, -0.27342838985741447] Predicted: 2.3452633707067605 Movie Vector: [1.3644501221834182, -1.2201707432152114] User Vector: [2.0398532664923485, -0.6831979605535221] Predicted: 3.616896201993437 Movie Vector: [2.2099018788150477, 0.10242102833888672] User Vector: [1.7201031997292286, -0.05591108163575233] Predicted: 3.7955328223607245 Movie Vector: [2.2952513460672312, -0.062281237749281244] User Vector: [2.172765389811621, -0.9771467814081956] Predicted: 5.0479005966622434 Movie Vector: [1.9145220264160112, -0.9662470152464234] User Vector: [1.8927294384388904, -0.37662292831222016] Predicted: 3.9875829802923137 Movie Vector: [2.1983093730202534, -0.29081402536869794] User Vector: [1.1091348558799126, -1.6657791611357353] Predicted: 2.922653492849456 Movie Vector: [2.2609058444352916, 0.0581985479545466] User Vector: [2.016475991369999, -0.19510175098274687] Predicted: 4.547707715441295 Movie Vector: [2.1698461590078053, -0.24498845532482308] User Vector: [1.9274859475966295, -1.1283774860483242] Predicted: 4.458787437264353 Movie Vector: [0.6877468776028892, 0.1510045598587127] User Vector: [1.529016108479532, -0.4383929925467392] Predicted: 0.9853767135266543 Movie Vector: [1.67155155775383, -0.02217216188191755] User Vector: [2.1227763561969706, -0.5323655014217248] Predicted: 3.560133819041916 Movie Vector: [2.0549582458699573, -0.27041953790612044] User Vector: [1.7299706520652904, -1.2326277671740753] Predicted: 3.888344087784062 Movie Vector: [1.6475968980031341, -0.163162349911509] User Vector: [1.9516598374385228, -0.442998426368468] Predicted: 3.287829358374391 Movie Vector: [1.170065204279225, -1.637392602633588] User Vector: [2.075757476967414, -0.305923880835232] Predicted: 2.929689095770574 Movie Vector: [1.3005394793662, -1.3331771536759962] User Vector: [1.475902439951429, -0.6039570902180623] Predicted: 2.7246511853290887 Movie Vector: [1.904922217990532, -0.7340163169728389] User Vector: [1.7115705043582172, -0.6110728325451166] Predicted: 3.708946111356156 Movie Vector: [1.7532208361365924, -0.7137304611446392] User Vector: [1.9735931881644573, -0.5048689954353299] Predicted: 3.8204850804768613 Movie Vector: [1.7673769061657516, -0.12147982349737907] User Vector: [1.3943499779033885, 0.0033877470479639765] Predicted: 2.4639304071457344 Movie Vector: [2.1902850974160195, -0.6061450105048555] User Vector: [2.28036053173124, 0.18736432818181628] Predicted: 4.881069736712603 Movie Vector: [1.8549894723072236, -0.23347730602671957] User Vector: [1.9289983155106587, 0.13426581725331588] Predicted: 3.54692354606686 Movie Vector: [1.978447856667187, -0.4184078809021481] User Vector: [1.8274627318759225, 0.7873773245464756] Predicted: 3.2860948471851876 Movie Vector: [1.9125506283652975, -0.7369221692118524] User Vector: [1.853890174134917, 0.39534260306767943] Predicted: 3.2543220888274917 Movie Vector: [1.8360956129877173, -0.2080866943397031] User Vector: [1.992540884439791, -0.05273127999811128] Predicted: 3.6694682543616746 Movie Vector: [1.4513555031877312, -0.537989483132354] User Vector: [1.7311407956262501, -0.5346198334012536] Predicted: 2.8001205683687913 Movie Vector: [1.4313422785611112, 0.5125560398756168] User Vector: [2.011659682083841, -0.463624645879929] Predicted: 2.641739940562454 Movie Vector: [2.1248221018620916, -0.27913034260154557] User Vector: [1.5752394303773865, 0.2985263660576578] Predicted: 3.2637757905572538 Movie Vector: [1.9145011615248275, -0.05713507462308711] User Vector: [1.9702152090462397, 1.1257950790506812] Predicted: 3.707656920321042 Movie Vector: [2.576327037699477, 0.0029628046587139444] User Vector: [1.865199765634501, -0.1919362183608195] Predicted: 4.8047959173929575 Movie Vector: [2.4047824673920886, -0.06325086398143823] User Vector: [1.5747100664527311, -0.17969763730585764] Predicted: 3.7982011898463774 Movie Vector: [1.6442406157534646, -0.015807135546405768] User Vector: [1.915371052535799, -0.6974478658344263] Predicted: 3.16035553176962 Movie Vector: [2.031869147936385, -0.05340504589192164] User Vector: [1.6478227016890148, -1.2218176152766662] Predicted: 3.4134113346464985 Movie Vector: [2.0651481227212427, 0.8389657168443431] User Vector: [1.786906947755524, -0.16389503500285946] Predicted: 3.5527252131064633 Movie Vector: [1.99277672321097, -0.6324920569717253] User Vector: [1.8472254165688433, -0.939568335157983] Predicted: 4.275377321631651 Movie Vector: [2.591257749314457, 0.3791227140766919] User Vector: [1.253320254244097, -0.34081157867453055] Predicted: 3.1184664104869317 Movie Vector: [2.0340359779687236, -0.7092644424140482] User Vector: [1.6409909731834986, -0.05957764967421083] Predicted: 3.3800909874536638 Movie Vector: [2.1894370037254296, -1.1544710840833514] User Vector: [1.8691121686314482, -0.5946179689534702] Predicted: 4.778772597348331 Movie Vector: [1.7252429967891574, -0.2083689089487223] User Vector: [1.987756006543198, -0.5106346324185416] Predicted: 3.5357625108427184 Movie Vector: [2.395932297450082, 0.1613681027193039] User Vector: [1.6592808491633624, 0.17549374706828105] Predicted: 4.003843670054407 Movie Vector: [2.042012159598756, 0.6376282620303491] User Vector: [2.062089571682038, -0.6979704779647016] Predicted: 3.7657662767433884 Movie Vector: [2.043193196997554, -0.8505369864116302] User Vector: [1.2437558661541523, -0.08762340777962911] Predicted: 2.6157604736439675 Movie Vector: [1.416829012074244, -0.4252936736894238] User Vector: [1.7265007429285804, 0.15429898112297857] Predicted: 2.3805339614206225 Movie Vector: [1.6904073671899391, -0.8721450630926763] User Vector: [2.2333922530342183, 0.5829489492209304] Predicted: 3.2669266702558817 Movie Vector: [2.0155610619796014, 0.06722397969681132] User Vector: [1.7856545022586428, -0.08695090961915804] Predicted: 3.593250498718229 Movie Vector: [1.8352034820229028, 0.1650170211788325] User Vector: [1.890243606357522, -0.34144063236235844] Predicted: 3.4126381321970007 Movie Vector: [1.271556143961263, -2.34047319536909] User Vector: [1.427466871502941, 0.11327421783419402] Predicted: 1.549989000193397 Movie Vector: [-0.6844854498095545, -1.1131741010879768] User Vector: [1.8690375933228724, -0.45188392610336536] Predicted: -0.7763035545403542 Movie Vector: [2.035799872022138, -1.185601520621872] User Vector: [1.550488344020721, -0.5659895036287247] Predicted: 3.8275219884874354 Movie Vector: [1.3049521983401633, -0.8872325085716652] User Vector: [2.1144173068589587, -0.07375118356970921] Predicted: 2.824647960402768 Movie Vector: [2.0121481897302256, -0.3037871746063123] User Vector: [1.5410666417759982, -0.03628694096182173] Predicted: 3.1118779607731106 Movie Vector: [2.093224983911302, -0.519598281620126] User Vector: [1.3071014013768782, 0.022311506934982947] Predicted: 2.7244642892037834 Movie Vector: [2.143691301100631, -0.7703613800258933] User Vector: [1.8561777729178472, -0.4335427894705851] Predicted: 4.313056766697167 Movie Vector: [1.50035898950842, -1.240905131655932] User Vector: [1.4350153408652426, -0.35890687754386563] Predicted: 2.5984075528804462 Movie Vector: [2.2886668819170595, -0.30940763653398184] User Vector: [2.337683626901304, -0.19742970541006] Predicted: 5.411265355821297 Movie Vector: [2.139798792882875, -1.0724587420118676] User Vector: [1.7012754151018958, -0.5990310760151873] Predicted: 4.282823193805611 Movie Vector: [1.327044174354925, -0.8400558358527468] User Vector: [0.22553156700744229, -1.1576752727106816] Predicted: 1.271802220993392 Movie Vector: [1.9436201052050728, -0.017730760600550104] User Vector: [2.0254885261930973, 0.08478959817609222] Predicted: 3.9352768383044183 Movie Vector: [1.5149965049074912, 0.4198020975323721] User Vector: [1.9877908803345712, -0.5781360479004041] Predicted: 2.7687935106261947 Movie Vector: [0.9218751170004971, -0.22745484885960615] User Vector: [1.7041067372590835, -0.3675831545811459] Predicted: 1.6545821686606448 Movie Vector: [2.1632024601301003, 0.08938523334873584] User Vector: [1.6204551841910946, -0.5080347712926081] Predicted: 3.4599618343914895 Movie Vector: [1.070942183879667, -0.5454789548310423] User Vector: [2.155863011196238, -0.5328043767094011] Predicted: 2.599438215892743 Movie Vector: [2.19923099943964, -0.3005820008635651] User Vector: [1.8624891559222845, -0.14790056232405752] Predicted: 4.140500134776669 Movie Vector: [0.5842841817775545, 0.10764536768922077] User Vector: [2.141832742528302, -0.13302252557416644] Predicted: 1.2371197327961445 Movie Vector: [1.971889463589628, 0.29586577076184145] User Vector: [1.7251892720917648, -0.15070615339363294] Predicted: 3.3572937561032514 Movie Vector: [2.0977127652070036, -0.5295733690684922] User Vector: [1.9059145516540157, -0.5014914133897435] Predicted: 4.263637781746138 Movie Vector: [1.531907633239058, -0.17420484480387008] User Vector: [1.9387503908825015, -0.33707902060230854] Predicted: 3.028707321208777 Movie Vector: [1.265250032936524, -1.0492350659310503] User Vector: [1.8571190400938273, -0.3676121327373998] Predicted: 2.7354314669755406 Movie Vector: [1.8512067376585744, -0.020871997261241435] User Vector: [1.6214831336830438, -0.048427944786926726] Predicted: 3.0027112900047497 Movie Vector: [1.5480071781385216, -0.3397971034990346] User Vector: [1.7360935186371556, -0.6490570286019516] Predicted: 2.908032927094713 Movie Vector: [2.229008324074548, 1.0250556974343952] User Vector: [1.9907513263452197, 0.5983536555737428] Predicted: 5.0507471013125045 Movie Vector: [2.3191747719736684, 0.4904244573752246] User Vector: [0.8182014554213769, 0.26654854258206634] Predicted: 2.028274098165362 Movie Vector: [1.761114710164358, -1.030079632308067] User Vector: [2.0585168116693326, 0.19697565773284598] Predicted: 3.4223836250604056 Movie Vector: [1.2353812369292723, -0.6824538815880239] User Vector: [2.0795606200561614, -0.003622768266570705] Predicted: 2.5715225433400004 Movie Vector: [1.835133004776244, 0.21726848429707082] User Vector: [1.8386850400294992, -0.27310231799106177] Predicted: 3.3148950756585287 Movie Vector: [2.0629310651997783, -0.02645410483596381] User Vector: [1.73240355985676, -0.08240533047902893] Predicted: 3.5760090803427285 Movie Vector: [1.2843346778750895, 0.09270435041190753] User Vector: [2.205568874653738, -0.6702859508988623] Predicted: 2.770550166491425 Movie Vector: [1.720211680769266, -0.8580046092541587] User Vector: [1.2339227460674276, -0.2934962088966205] Predicted:
avg loss: 8.762940889074832: 80%|████████████████████████████████████▊ | 55995/70000 [01:30<00:21, 648.45it/s]
[2.123238085434719, -0.43709918287224664] Predicted: 4.214047697340051 Movie Vector: [2.2658245506108092, 0.07486422736646682] User Vector: [1.293728859241789, -0.4634223043272833] Predicted: 2.8966688583459117 Movie Vector: [2.0795850462305054, 0.06795598643749588] User Vector: [1.8862671866081233, -0.35041728637234826] Predicted: 3.898840082105356 Movie Vector: [1.3900747133792168, -0.30904014716720174] User Vector: [1.812160297658829, -0.6657541547839807] Predicted: 2.7247829683369105 Movie Vector: [0.8049808652312462, -0.19724664661514477] User Vector: [0.9892265273886675, 0.7993326091083881] Predicted: 0.6386427492502668 Movie Vector: [2.1094462931305724, 0.06992294351627025] User Vector: [1.7480022619056208, -0.30410902936801354] Predicted: 3.6660526932773805 Movie Vector: [1.8077627691823053, -0.14274522838991227] User Vector: [1.7161791123055785, 0.046502641697810834] Predicted: 3.095806674264475 Movie Vector: [2.2686558163657002, -0.39393264781600146] User Vector: [1.8219647093835563, -0.4589024960049109] Predicted: 4.314187510496635 Movie Vector: [1.9371777593351274, 0.21254122150344307] User Vector: [1.8947574502200293, -0.20429992821562962] Predicted: 3.6270598356047596 Movie Vector: [2.215543920167704, -0.6119202887247343] User Vector: [2.0561277715432937, -0.6537944678373361] Predicted: 4.955511482856371 Movie Vector: [1.8458561549403814, 0.2399291557213032] User Vector: [1.81055678209814, -0.1187060080389656] Predicted: 3.3135463478170673 Movie Vector: [1.640716076340329, -0.6568484860885164] User Vector: [-0.3172391039278387, -0.7136538720246556] Predicted: -0.05173683242760252 Movie Vector: [0.9899712987181063, -0.5507048054630774] User Vector: [1.8076055948330865, -0.1142966313039638] Predicted: 1.8524213623943602 Movie Vector: [1.644144965508145, -0.3322774973509918] User Vector: [2.052760514694239, 0.0791645987357219] Predicted: 3.34873125088174 Movie Vector: [2.2865997336216815, -0.07407397464834452] User Vector: [2.3119846517212155, -0.5144232393680723] Predicted: 5.324688862754617 Movie Vector: [2.1335849781761516, -1.2270207174691412] User Vector: [2.1296777679470473, -0.19764052710647897] Predicted: 4.786357515418707 Movie Vector: [1.8131989250376492, -0.050328469813174084] User Vector: [2.2095110902064836, -0.6997708816497985] Predicted: 4.0415015313144105 Movie Vector: [1.9131441236631692, 0.40905525168498413] User Vector: [2.070232116770916, 0.3270133665677968] Predicted: 4.0944189437847855 Movie Vector: [2.1703540090068274, -1.0643521573200418] User Vector: [1.557548487534578, -0.08250629201669665] Predicted: 3.46824735404364 Movie Vector: [1.2673708754601452, -0.8696650365708227] User Vector: [1.4707754704535, -0.20955748811519923] Predicted: 2.046262816159354 Movie Vector: [2.1927934493896513, -0.01620336646239049] User Vector: [1.7158303948188105, 0.06810397971007193] Predicted: 3.761358136281557 Movie Vector: [0.950624151796734, 1.4540360772231185] User Vector: [2.262800665816898, -0.22126783022571506] Predicted: 1.829341555750204 Movie Vector: [1.9717945792333016, -0.1797833347507084] User Vector: [1.588974721514925, -0.28258286793491816] Predicted: 3.183935432762633 Movie Vector: [1.985801831833861, -0.2211446463827803] User Vector: [1.8438822726154027, -0.07729816732641615] Predicted: 3.678678870525087 Movie Vector: [1.507027699255304, -0.4690895177185589] User Vector: [1.1302004329443314, -0.3589498431502559] Predicted: 1.87162296696595 Movie Vector: [2.2440501577445504, -0.5074031905377105] User Vector: [1.5470338251255273, 0.6885625955902941] Predicted: 3.122242641421652 Movie Vector: [2.4176176703122962, -0.47284036681222763] User Vector: [1.8964170814643315, -0.6052341344503582] Predicted: 4.87099057657103 Movie Vector: [1.0787696100717472, -1.1628229162541872] User Vector: [1.9810173860530618, -0.6236473552506621] Predicted: 2.8622527894445993 Movie Vector: [2.105419761888489, -0.38021867755099864] User Vector: [1.8567066971121378, -0.5447028639121037] Predicted: 4.116253174705502 Movie Vector: [2.156035312426728, -0.3202958739976423] User Vector: [2.0499969485072644, -0.13693645989223086] Predicted: 4.463725994452024 Movie Vector: [2.1080639420589433, 0.5609607358609476] User Vector: [1.629283064581531, -0.5076983909742447] Predicted: 3.1498340168552867 Movie Vector: [2.105844597606259, -0.6227336338556413] User Vector: [1.8677718973031614, -0.7619575662686492] Predicted: 4.407733963582931 Movie Vector: [1.399548020626371, -0.11650818003423416] User Vector: [1.9360840095622927, -0.14433486104508314] Predicted: 2.7264587353251315 Movie Vector: [1.9451942320646523, -0.4150071291296652] User Vector: [2.2317703559764017, 0.5295571694364739] Predicted: 4.12145682314031 Movie Vector: [1.7818703183661393, 0.4432211935578347] User Vector: [1.4995737962956142, -0.40074442026799745] Predicted: 2.494427617555962 Movie Vector: [2.1271345038508764, -0.5838084232596397] User Vector: [1.336448431509985, -1.3670762183574556] Predicted: 3.640916182797291 Movie Vector: [2.0364305653001935, 1.1764098546297796] User Vector: [2.282798842992901, -0.38414318932356345] Predicted: 4.196851504793508 Movie Vector: [2.1870393873846607, 0.04955305842758795] User Vector: [1.8129102894146096, 0.18114407748153488] Predicted: 3.9738824517999296 Movie Vector: [1.958379050522626, -0.050711903986525135] User Vector: [1.4226816003353315, -0.07392163233355178] Predicted: 2.789898548382143 Movie Vector: [2.0369538786119645, -1.5136978760211526] User Vector: [2.176739260090587, -0.3411991804495662] Predicted: 4.950389953315125 Movie Vector: [1.9702551815841292, -0.9870958744388605] User Vector: [1.7145758167798115, -0.37227072430765223] Predicted: 3.745618783367714 Movie Vector: [0.08978502290632683, -0.9480604772893378] User Vector: [1.673024719169476, -0.5058625566073518] Predicted: 0.629800859593453 Movie Vector: [1.9149831205758014, -0.6481468703339849] User Vector: [2.0407981992407405, 0.4893542777133601] Predicted: 3.5909206604630475 Movie Vector: [2.039613586104703, 0.03764464650330208] User Vector: [1.913247030602067, -0.08269538112308811] Predicted: 3.8991715988006224 Movie Vector: [0.3216789828709655, -0.12902244390475642] User Vector: [1.800642582838935, -0.8650974851615612] Predicted: 0.6908458663131802 Movie Vector: [0.7206463448309486, -1.116823336699118] User Vector: [1.0710902349907163, -0.34055072927596447] Predicted: 1.1522122646154822 Movie Vector: [1.950650296533009, -0.3514648584397731] User Vector: [1.6163752780461813, 0.09957615785618701] Predicted: 3.1179853952045073 Movie Vector: [1.9461624224459917, 0.4000136139052828] User Vector: [0.8501658918587016, -1.3808182781164156] Predicted: 1.1022148020048705 Movie Vector: [1.727515342582645, -0.10143456858883101] User Vector: [2.0362489062141598, -0.6831822890708765] Predicted: 3.586949527561525 Movie Vector: [0.6279027647201121, -0.0389563365286031] User Vector: [2.291684538625218, -0.619484508458884] Predicted: 1.4630879046548895 Movie Vector: [2.0799476078093604, -0.28087255479562556] User Vector: [1.7067534562580016, -0.08657934838668718] Predicted: 3.5742755312380976 Movie Vector: [2.2025823041605617, 0.07703911588079687] User Vector: [1.8143241661341185, -0.540864006169683] Predicted: 3.9545306174908186 Movie Vector: [2.2045083373210144, 0.6360650313818683] User Vector: [1.9923067471421794, -0.8099652618088924] Predicted: 3.876866254905148 Movie Vector: [2.2945490784978806, -0.09340642865722827] User Vector: [2.308672526387527, 0.5131500937624491] Predicted: 5.249430900352402 Movie Vector: [1.9829502034555109, -0.3444983354497294] User Vector: [1.7269587267484787, -1.1683824337389488] Predicted: 3.8269789621569372 Movie Vector: [2.118934755802593, 1.1625262735295727] User Vector: [1.7843887763664847, -0.42209666652171635] Predicted: 3.290304931306259 Movie Vector: [0.508708460415942, -0.8861442975247524] User Vector: [1.71704898171291, -0.8946813068587329] Predicted: 1.6662940821207948 Movie Vector: [1.285484214898986, -1.2311751556434096] User Vector: [2.0448258414632745, -0.6432373320026897] Predicted: 3.4205291637626387 Movie Vector: [1.174260306800049, -0.7579820348759178] User Vector: [1.6877999481068056, -0.4356059345467613] Predicted: 2.3120979575527842 Movie Vector: [1.9841359189609726, 0.16055834144110306] User Vector: [1.0661541304447049, -0.3329009898595168] Predicted: 2.0619446745679957 Movie Vector: [1.8892315169233524, -0.5237511913563916] User Vector: [1.5118166740420826, -0.06007918835208791] Predicted: 2.887638254885672 Movie Vector: [1.7143788572307257, -0.6636087545519581] User Vector: [1.4598431663777223, -0.8224237870815558] Predicted: 3.04849188436982 Movie Vector: [1.77305521826903, -0.2654181628271395] User Vector: [2.372901849896154, -0.7452207913563919] Predicted: 4.405081140741011 Movie Vector: [0.9878792927146167, 1.0836546967276792] User Vector: [1.1642694381662184, -1.3504146258714] Predicted: -0.3132254827504064 Movie Vector: [1.8770568652137627, -0.002377449154431263] User Vector: [1.9984996918785036, -0.656815122652043] Predicted: 3.7528591113261016 Movie Vector: [-0.023481110808006606, 0.9432252299022488] User Vector: [1.7730004188166864, -0.23665561203236857] Predicted: -0.264851563363765 Movie Vector: [1.8402343435514976, -0.5450453620808616] User Vector: [2.0263827252408815, -0.06378894072857816] Predicted: 3.7637869504639108 Movie Vector: [1.5297663361655671, -0.824668755288563] User Vector: [1.8600989752022101, -1.2760050684454571] Predicted: 3.897798305737224 Movie Vector: [0.8340825271933462, -1.4450126707986646] User Vector: [1.6977322487398827, -0.07936322358011125] Predicted: 1.530729668195292 Movie Vector: [1.7918300400366167, 0.2686853794923681] User Vector: [2.160034438058788, -0.7398225240143481] Predicted: 3.6716350980055523 Movie Vector: [1.6791607626815919, -0.014198338872597974] User Vector: [1.8367296287775603, -0.41112307719769015] Predicted: 3.090001589066403 Movie Vector: [0.6674714881378662, 0.3206462255241197] User Vector: [1.4703362759270473, 0.6290552370479264] Predicted: 1.1831117295617124 Movie Vector: [1.871509328995807, 0.13919324397992633] User Vector: [1.6643200590817948, -0.0020430201876868656] Predicted: 3.114506142398991 Movie Vector: [1.5802057548454242, -0.10567167512915679] User Vector: [1.7177838013395679, -0.05677853550457832] Predicted: 2.7204517314151833 Movie Vector: [1.5715738715761187, 1.2974021251851262] User Vector: [1.752597977959857, -0.05699071928104138] Predicted: 2.6803973092277973 Movie Vector: [2.021059386700038, -0.6510426126490205] User Vector: [2.072099525051864, -0.5264755363408008] Predicted: 4.530594203957869 Movie Vector: [1.8910702572803268, -0.4293605859547258] User Vector: [1.9534483532114282, -0.1967716277703208] Predicted: 3.7785940612900966 Movie Vector: [0.5004112058795314, 0.3216058074339248] User Vector: [1.6047926072120027, -0.18025961013194186] Predicted: 0.7450836662973078 Movie Vector: [1.3387518166978645, -0.48853813706284666] User Vector: [1.8307187131901714, -0.08421858598730773] Predicted: 2.4920219942504254 Movie Vector: [-0.8089770278981703, 0.38264734965557695] User Vector: [1.6511666466707413, -0.6799350531074332] Predicted: -1.595931232397768 Movie Vector: [1.195374219904547, -1.0529782744025136] User Vector: [2.0018310650924946, -0.45712008263540643] Predicted: 2.8742747636237937 Movie Vector: [2.189443434147396, -0.8449129209295202] User Vector: [1.9373051775572423, 0.8272123814276565] Predicted: 3.5426976715213545 Movie Vector: [2.1247520407186626, -0.052120315543328286] User Vector: [1.8205152845817674, -0.7180138009835253] Predicted: 3.905566671946353 Movie Vector: [2.229310471737576, -0.8278900442617247] User Vector: [1.8810279163468278, -0.4952087137165564] Predicted: 4.603373595460288 Movie Vector: [2.119386587090098, -0.7279339319811703] User Vector: [1.8848424370458332, -0.2214275516945909] Predicted: 4.155894408207159 Movie Vector: [1.6333162412411442, -0.371690804164233] User Vector: [1.55535103583073, -0.044417127998559014] Predicted: 2.5568895456780183 Movie Vector: [2.096891408076176, 0.28368387276923984] User Vector: [1.3349417750805193, 1.0331730042696723] Predicted: 3.092322457540151 Movie Vector: [0.9283688371718917, -0.22452843410369833] User Vector: [2.1865061934171997, -0.5449192439610542] Predicted: 2.1522340768114114 Movie Vector: [1.9969423856944533, -0.02522460369294553] User Vector: [1.5895472114918785, -0.9080974174565761] Predicted: 3.1971405981604866 Movie Vector: [2.150606719601694, -0.8239344531017209] User Vector: [1.887830695649544, -0.19191019254037883] Predicted: 4.218102799069653 Movie Vector: [1.3718604887415256, -0.37539990690658165] User Vector: [1.9696270792288406, -0.17450764708341213] Predicted: 2.76756372201902 Movie Vector: [2.0737376759117643, -0.3052374000465067] User Vector: [1.446437171954372, 0.16257499821607574] Predicted: 2.949907289553004 Movie Vector: [0.9741816376143038, 0.10696369048476739] User Vector: [2.0802452361012977, 0.21607421525187503] Predicted: 2.0496488062264566 Movie Vector: [0.7144280092432888, -0.4197762756495394] User Vector: [1.060623331023763, -0.3333485478989554] Predicted: 0.8976708268704983 Movie Vector: [2.327234398587825, 0.19994967358475488] User Vector: [2.265457642260588, -0.6299460778586804] Predicted: 5.146293440968671 Movie Vector: [2.0715746658622285, -0.6087532148196889] User Vector: [2.085536276222105, 0.002931797128256957] Predicted: 4.318559373631338 Movie Vector: [2.017314556079798, -0.2789697202143088] User Vector: [1.9316017132934982, -0.36096451987869166] Predicted: 3.9973464238935015 Movie Vector: [1.6197184724764027, -0.7729218016876114] User Vector: [2.1070787339262855, -0.3375987508893672] Predicted: 3.6738117830874923 Movie Vector: [1.5988722268494877, -0.5433068720220283] User Vector: [1.3617431047736461, 0.005556608105692456] Predicted: 2.174234286957419 Movie Vector: [1.0322940613233926, 0.23031663416505885] User Vector: [1.9863596569260888, -0.05423207326213536] Predicted: 2.0380167289196454 Movie Vector: [2.3051565723233596, -0.4802056007072571] User Vector: [2.055748887040978, -0.15540922805819718] Predicted: 4.813451439724079 Movie Vector: [1.8409699266527848, -0.24844087977096424] User Vector: [2.0429752099950234, -0.31211342169273804] Predicted: 3.8385976555716654 Movie Vector: [2.286915141397429, -0.018947554391582792] User Vector: [2.013842709216451, -0.10713816671305965] Predicted: 4.607517390341131 Movie Vector: [1.67481828309357, -0.35193070435248774] User Vector: [1.740013140214874, -0.9977211033899779] Predicted: 3.2653345107183025 Movie Vector: [0.7694718883181361, 0.04165624844223122] User Vector: [1.0639131382588518, -0.33528153906235236] Predicted: 0.8046846804132378 Movie Vector: [1.0836514812830358, -0.8610809693609265] User Vector: [1.735541273125286, -0.18476232271129073] Predicted: 2.0398171913916765 Movie Vector: [2.161115287493966, -0.023342254960883716] User Vector: [1.606105372019545, 0.004940252344833234] Predicted: 3.470863556167818 Movie Vector: [2.106163949257183, -0.7263805627102218] User Vector: [2.030989258422718, 0.12772155165910756] Predicted: 4.184821904854144 Movie Vector: [1.8390152359659941, -0.003999002483764665] User Vector: [1.77060726344315, -0.1405236808876971] Predicted: 3.2567356889329053 Movie Vector: [1.929809719205324, -0.343751595069256] User Vector: [1.4705250952569977, -0.6424915610771131] Predicted: 3.058691120101083 Movie Vector: [0.40025462723772604, 0.3442047952792567] User Vector: [1.4199108093424322, 0.24579477297265534] Predicted: 0.6529296112159373 Movie Vector: [1.4943643034830942, -0.03291499100837739] User Vector: [1.718257952106126, -0.05539991735167937] Predicted: 2.5695268355848544 Movie Vector: [2.14385612446129, -0.2814218384806299] User Vector: [2.065110762579036, 0.22843042596514734] Predicted: 4.363015045605966 Movie Vector: [2.192696176526138, 0.014924440465834176] User Vector: [1.606384573061126, -0.0862962238671186] Predicted: 3.521025388526172 Movie Vector: [1.7099355444313116, -0.27414299094584027] User Vector: [2.1002000974501223, -0.24384940840475303] Predicted: 3.6580564032085214 Movie Vector: [2.084003687139633, -0.8554374330146703] User Vector: [1.9895564633473015, -0.6378432398047479] Predicted: 4.691877989112599 Movie Vector: [1.8503187115885826, -0.7145215200953675] User Vector: [1.2496995636456487, -1.0027579954571049] Predicted: 3.028834653679425 Movie Vector: [1.904348012819701, 0.4076658201346164] User Vector: [1.781307012495235, -0.12884073956459105] Predicted: 3.33970450370575 Movie Vector: [1.796867249544529, 0.38160365180386857] User Vector: [1.4846634430639258, -0.09282724254619064] Predicted: 2.632319902695077 Movie Vector: [1.5344936803735256, -0.1374895628479154] User Vector: [1.841789506170879, -1.0114486136080039] Predicted: 2.965277985525585 Movie Vector: [0.8995929149641704, 1.052078944902997] User Vector: [0.01015890429485572, -0.6645388389299512] Predicted: -0.6900084421810345 Movie Vector: [1.9117002634381481, 0.36710739151475613] User Vector: [2.0465131345056498, 0.04692588226950303] Predicted: 3.9295465365985667 Movie Vector: [1.949519426167773, -0.017483807311271648] User Vector: [1.7928910268708953, -1.2256305480984826] Predicted: 3.5167045742244594 Movie Vector: [1.6013836141231337, -0.5305238552123508] User Vector: [1.70056625089819, -0.18795428974542622] Predicted: 2.822973163318614 Movie Vector: [1.3646990639105083, -2.333081996585657] User Vector: [1.8141800325320943, -0.11795388322505419] Predicted: 2.7510058735414256
avg loss: 8.746705942844473: 80%|████████████████████████████████████▉ | 56132/70000 [01:31<00:20, 660.82it/s]
Movie Vector: [1.703146657552852, -0.34731136076687263] User Vector: [0.8455981740293617, 1.9344525900743406] Predicted: 0.7683203423331818 Movie Vector: [2.2652767473747373, 0.030299057328068618] User Vector: [1.922654757504934, -0.02722042245296927] Predicted: 4.354520362264944 Movie Vector: [1.659410589337955, -0.3400154900851445] User Vector: [2.303535520396195, -0.551468286486392] Predicted: 4.010018995157648 Movie Vector: [1.5358107634670422, -0.2253796915760134] User Vector: [1.936954472491493, -0.692846809790694] Predicted: 3.1309491274981136 Movie Vector: [1.887138622877847, -0.1647281405989159] User Vector: [1.8370224048973682, 0.13214085828922684] Predicted: 3.444948613490641 Movie Vector: [2.062329340186038, 0.5494583182218405] User Vector: [1.7200157211789724, -0.9935190321339027] Predicted: 3.0013415908509575 Movie Vector: [1.5861010801326774, -0.523707219084922] User Vector: [1.6762287152193234, -0.667391823839778] Predicted: 3.0081860918619228 Movie Vector: [1.678241239879214, -0.6147681982525505] User Vector: [2.365224249635812, 0.5149318385378041] Predicted: 3.652853158700429 Movie Vector: [1.7184439401874452, 0.002810521022705641] User Vector: [1.875992275477103, 0.12414355091211504] Predicted: 3.2241364656917555 Movie Vector: [2.1894488152222547, -0.2864272780924218] User Vector: [1.4143070594656406, -0.5401271259325652] Predicted: 3.251260058212265 Movie Vector: [1.8851650477083803, 0.15599230683826384] User Vector: [1.5272629049162847, 0.05319563454130315] Predicted: 2.8874407567555704 Movie Vector: [0.781478677452807, -0.9677084405166407] User Vector: [1.5789046020431041, -0.1139959296362329] Predicted: 1.3441951035223192 Movie Vector: [2.333564158391079, -1.5144609311863064] User Vector: [2.2953274039216423, -0.19170351653207615] Predicted: 5.646621247723245 Movie Vector: [1.506767855916416, -0.09742708623568162] User Vector: [1.7715323869601074, -0.029494032649033188] Predicted: 2.672161574048707 Movie Vector: [1.9520526118705683, 0.09743937122146132] User Vector: [1.923023145268971, 0.15506379904931017] Predicted: 3.768951672488426 Movie Vector: [1.963466531757543, -0.7094043374157866] User Vector: [2.1161777366699024, -0.5578454947418047] Predicted: 4.550782174779472 Movie Vector: [1.986559074233021, 0.33861262600153086] User Vector: [2.0951189150927614, 0.10208344241061762] Predicted: 4.1966442348807025 Movie Vector: [0.95245606598116, -0.038001598265987487] User Vector: [1.766822686195041, -0.6556747382000203] Predicted: 1.7077376729738278 Movie Vector: [2.1897660757562445, -0.2637779447491564] User Vector: [2.0191971125047483, -0.2546570621403373] Predicted: 4.488742253695099 Movie Vector: [2.0702321510409716, -0.7620516928425316] User Vector: [2.0193750794577205, -0.6568415630723992] Predicted: 4.681122439572946 Movie Vector: [1.9614346027829546, -0.4542777416015165] User Vector: [2.008744488914635, -0.1949456552422586] Predicted: 4.028580420705207 Movie Vector: [2.1495179048819235, -0.14063853497064582] User Vector: [1.729409347344895, -1.0977083215561974] Predicted: 3.8717764471567637 Movie Vector: [1.6967817879097953, -0.21826388176195535] User Vector: [1.7496191096153173, -0.13247394076172236] Predicted: 2.997636117517179 Movie Vector: [1.7549474402715945, -0.8662667259543894] User Vector: [1.185366464908448, -0.436918657975473] Predicted: 2.458743938727668 Movie Vector: [2.1303739281704273, -0.5400870521383642] User Vector: [1.7674181112193055, -0.011169635050531276] Predicted: 3.7712940395857317 Movie Vector: [1.8214319035090154, 0.38006776897313166] User Vector: [1.9692834808284245, 0.6528626632897644] Predicted: 3.8350478149165745 Movie Vector: [2.4271828402429922, -0.4578249674763981] User Vector: [1.7696273894018155, -0.16305350550185424] Predicted: 4.36985919903339 Movie Vector: [2.1594967003695826, -0.14697237771454427] User Vector: [1.9292133968379503, 0.5728227396181752] Predicted: 4.081940844729705 Movie Vector: [1.5716470257366255, -0.5254908737250479] User Vector: [1.357700874776698, -0.20802212890614916] Predicted: 2.2431402719558493 Movie Vector: [1.6648432763480603, 0.29710768182814873] User Vector: [1.8460263284154461, -0.5965841774087971] Predicted: 2.896094778858671 Movie Vector: [1.6864038441436688, -0.20412520043111143] User Vector: [1.9433189773723993, 0.15607689321826257] Predicted: 3.2453613667273147 Movie Vector: [1.7717562594517913, 0.15369258433363067] User Vector: [2.0746630593997475, -0.531367397906025] Predicted: 3.5941300331300923 Movie Vector: [2.186086085484083, 0.7323402201386224] User Vector: [1.5939796954329244, -0.5057889118395926] Predicted: 3.114167269689791 Movie Vector: [2.0723214707519215, 1.116955344088469] User Vector: [1.5879193134075826, -0.051828631648082234] Predicted: 3.232789019900065 Movie Vector: [0.21488130883945378, 0.22376764917259728] User Vector: [2.2161786497002587, -0.15105933822781614] Predicted: 0.44241317586883827 Movie Vector: [2.206294633138314, 0.07593244202360788] User Vector: [2.150018587743957, -0.530155583467363] Predicted: 4.703318463181982 Movie Vector: [1.7162883760021186, 0.16789914417112778] User Vector: [0.9031787541081799, -0.6147430559657711] Predicted: 1.4469003641461484 Movie Vector: [2.200278924757472, 1.0040359812239008] User Vector: [1.8094940881982688, -0.3044283459574705] Predicted: 3.675734693690111 Movie Vector: [1.2986531825610614, -1.308614001999544] User Vector: [2.3321271999690887, 0.25004184768865434] Predicted: 2.7014161474058636 Movie Vector: [1.9325297816601026, -0.8068755508078238] User Vector: [1.5349698940103447, 0.24663744441218613] Predicted: 2.7673693103167256 Movie Vector: [1.4828132329798758, -0.8028539491329361] User Vector: [1.7567076019738275, -0.43728358647075893] Predicted: 2.9559441329721987 Movie Vector: [1.7274653205095725, -0.5492417398559606] User Vector: [1.8908825827164426, -0.249084140187732] Predicted: 3.4032414933254636 Movie Vector: [1.005140597045716, -0.31954692815574104] User Vector: [2.0597267780945105, -0.2243934361386801] Predicted: 2.1420192367013917 Movie Vector: [2.4078950331178133, -0.27632160883891466] User Vector: [1.732161762614823, -0.16286153367320272] Predicted: 4.2158658657593815 Movie Vector: [2.012463356884361, -0.22226233543220522] User Vector: [1.8474382995396281, -0.2023566274454326] Predicted: 3.7628781385344623 Movie Vector: [1.288725810581831, 0.21928952873426522] User Vector: [1.7687955840047143, -0.24631178482487648] Predicted: 2.2254789275340956 Movie Vector: [1.8028026950167384, -0.07354466041816818] User Vector: [2.0359908015599757, -0.517297892531302] Predicted: 3.7085342019228626 Movie Vector: [1.655980081567365, 0.9571022594915234] User Vector: [1.818830918712431, -0.5407063747234161] Predicted: 2.4944364801574053 Movie Vector: [0.8047361706002476, -1.2570925073171515] User Vector: [1.8457477770007944, -0.31999331273000425] Predicted: 1.8876011937820214 Movie Vector: [1.899282859757704, -0.009682113444231932] User Vector: [1.8943544149422584, 0.6922721424904045] Predicted: 3.591212213188291 Movie Vector: [2.0195108510272, 0.11302004404347696] User Vector: [2.2717838149468212, -0.7885284451433592] Predicted: 4.498772545873437 Movie Vector: [2.033426029899888, -0.39407138142121567] User Vector: [1.783936127602607, 0.02696423318293234] Predicted: 3.6168763249265865 Movie Vector: [2.1703961887878878, 0.5415374802842853] User Vector: [1.641260942661122, -0.16830697945512196] Predicted: 3.4710419571897293 Movie Vector: [1.9662875306341407, 0.08832109059601259] User Vector: [2.342072343825638, 0.12471867428323874] Predicted: 4.616202934837812 Movie Vector: [1.871892960541799, -0.9091162806596722] User Vector: [2.079207654760321, 0.010300669802681189] Predicted: 3.882689665831151 Movie Vector: [2.1978338843216325, -1.1436789410029444] User Vector: [2.0609541575415644, 0.008472747967335326] Predicted: 4.519944778055727 Movie Vector: [2.2367599137042937, 0.20519089409017754] User Vector: [2.089623737518628, -0.2764620340319436] Predicted: 4.617259118861607 Movie Vector: [1.6251286513198608, 0.38777087910615643] User Vector: [0.7779989348961988, -0.7614716478884175] Predicted: 0.9690718294800426 Movie Vector: [2.0663496242942645, 0.5163020900985885] User Vector: [2.0675128301788366, -0.5402627678726111] Predicted: 3.993265563608533 Movie Vector: [2.0469690802400766, 0.06077047423803799] User Vector: [1.6934848014037784, -0.15546314805783762] Predicted: 3.4570634570960284 Movie Vector: [2.1048994818267497, -0.6443552216690753] User Vector: [1.8929649979556171, -0.010785276001625214] Predicted: 3.991450592221742 Movie Vector: [2.0655684356188404, -0.17486159205977353] User Vector: [2.126511665415622, -0.24806777322091678] Predicted: 4.435832899821894 Movie Vector: [1.7281759165533572, -0.11599222709903573] User Vector: [1.5762920903453994, -0.9001935643598352] Predicted: 2.8285254843387846 Movie Vector: [1.8588380193136287, -0.22482743655561113] User Vector: [2.0170761282166674, -0.5266155145232504] Predicted: 3.8678154111597496 Movie Vector: [1.7186173443607506, -0.8072601922307583] User Vector: [1.859648454364573, -0.2774788661330084] Predicted: 3.420021730899122 Movie Vector: [1.5374333450619662, 0.11140506011629327] User Vector: [2.0045219686872016, -0.8064408136841859] Predicted: 2.991977328240243 Movie Vector: [1.349365315674258, -0.49639149721224846] User Vector: [1.2910264161261908, -0.5239993503628875] Predicted: 2.002175089604803 Movie Vector: [2.2463100232603495, 0.14554331118044322] User Vector: [1.4967769277653329, -0.1956158967552564] Predicted: 3.3337544300908077 Movie Vector: [1.7182953001709989, -0.15359237523062433] User Vector: [1.7813155390596256, -0.37754958501057967] Predicted: 3.1188148564168356 Movie Vector: [2.235174317548983, -0.2600820397398894] User Vector: [2.0795584648621044, 0.07565550551142095] Predicted: 4.628499034310402 Movie Vector: [2.132488319987964, -0.05517151502001783] User Vector: [2.0404774044160767, -0.3011657158536009] Predicted: 4.367910000932373 Movie Vector: [1.8640802354810608, 0.2176101164960496] User Vector: [1.6713081571543635, -0.4249605255241698] Predicted: 3.022976793684187 Movie Vector: [2.2911853802695865, -0.40773957106606085] User Vector: [2.150189865758177, -0.20943699606855626] Predicted: 5.011879336171317 Movie Vector: [2.033610989312411, 0.25165149191996944] User Vector: [1.56845676857992, -1.2162298032390184] Predicted: 2.8835648763429282 Movie Vector: [2.200522883966527, -0.287024740990019] User Vector: [1.3305630072011, -1.0339843297353664] Predicted: 3.2247134303353713 Movie Vector: [1.5386278913937992, -0.5373873072976926] User Vector: [1.7878658779477112, -0.050303877988748545] Predicted: 2.777892971420616 Movie Vector: [1.96490743344572, -0.5267585319424087] User Vector: [1.7440410888496387, -0.8481119946551733] Predicted: 3.8736295289427294 Movie Vector: [1.6962313492280454, 0.3181786391724586] User Vector: [1.8490445385088508, -0.1486284631631135] Predicted: 3.089116910186083 Movie Vector: [2.0382942020688595, -0.6445442291193051] User Vector: [1.6391111487553816, -0.6725213221565445] Predicted: 3.774460488210208 Movie Vector: [1.9090819590147572, 0.6351200285542322] User Vector: [1.679301512787981, -0.2932004437059741] Predicted: 3.019706747631072 Movie Vector: [2.1829901540856205, 0.13581827558935797] User Vector: [1.9968085765186119, -0.16593551151071234] Predicted: 4.33647638710143 Movie Vector: [1.4073240840025008, -0.6671403243853202] User Vector: [1.972289591558007, -0.20104946203134613] Predicted: 2.9097788461441247 Movie Vector: [1.787143309787181, 0.2371727305089874] User Vector: [1.8689122571188304, -0.2047282740874439] Predicted: 3.291458073111466 Movie Vector: [2.272750213078845, 0.2004292945773761] User Vector: [2.35565728122514, -0.07923812420864557] Predicted: 5.337938946506396 Movie Vector: [1.8977134748170101, 0.022558687098167045] User Vector: [1.78973462867393, 0.040694523972227004] Predicted: 3.3973215362140334 Movie Vector: [1.4799823751592063, 0.9272350258393927] User Vector: [2.1165474754774416, -0.10032473963024185] Predicted: 3.0394283473509485 Movie Vector: [2.223830006387877, 0.1484812564266646] User Vector: [2.03582846084479, -1.3152530805405402] Predicted: 4.33204598916739 Movie Vector: [1.933418384222077, 0.30067918831026247] User Vector: [1.6814595207773015, -0.39714194838375333] Predicted: 3.131552431112095 Movie Vector: [2.4311946345311393, -0.22142447274441646] User Vector: [1.8222097253447163, -0.6578845997212867] Predicted: 4.575818257868493 Movie Vector: [1.8465511522172509, 0.19879732924450091] User Vector: [1.9472865407422264, -0.7201073220302727] Predicted: 3.4526087931156746 Movie Vector: [1.3041834937506924, -1.572689328470963] User Vector: [1.5916998437955168, -0.32234407174623164] Predicted: 2.5828157450148455 Movie Vector: [2.0177646637943742, -0.02191225207099116] User Vector: [2.186511272355718, -0.7358523158406522] Predicted: 4.427989363779167 Movie Vector: [2.0530103494957204, 0.7819763870377886] User Vector: [2.042402237180277, -0.5018880967266621] Predicted: 3.800608290188734 Movie Vector: [2.1960737815890314, -0.17429896917979693] User Vector: [1.9742030580738419, -0.6904973197651545] Predicted: 4.455848546425331 Movie Vector: [1.608389276840323, 0.06274718802890906] User Vector: [1.667395222362377, -0.9063082515725941] Predicted: 2.6249523016288556 Movie Vector: [1.802945104202292, 0.9724363847444485] User Vector: [1.7099322560039918, -0.48623745287634856] Predicted: 2.6100789986775514 Movie Vector: [2.071336062834438, 0.7774731323794772] User Vector: [1.5919590216121888, 0.11143894334127129] Predicted: 3.3841229163685527 Movie Vector: [2.0709986931973328, -0.27481033520291903] User Vector: [1.7742534503754668, -0.5564196752938066] Predicted: 3.8273864546094405 Movie Vector: [1.5045226196745858, -0.8942130612627551] User Vector: [1.9822915694346337, -1.0240375004209241] Predicted: 3.898110213103896 Movie Vector: [1.9167817347777834, -0.3950466815320626] User Vector: [2.0163422443578316, 0.08301126449823096] Predicted: 3.8320946604761272 Movie Vector: [1.8131887440944694, -0.32788323015844495] User Vector: [1.5872140012731226, -0.10249530795499] Predicted: 2.9115250542259377 Movie Vector: [2.2993148179207017, -0.35110858250542754] User Vector: [1.6812393553407872, -0.3848071033914735] Predicted: 4.00080763881632 Movie Vector: [2.034846158828034, -0.3164609764677635] User Vector: [2.056346368793295, -0.31391787401284726] Predicted: 4.283691266699803 Movie Vector: [1.8164703373574738, -1.2202156133716158] User Vector: [1.5662892261400971, -0.5751915623012657] Predicted: 3.5469756440056956 Movie Vector: [1.1888774039340897, -0.5591014656643157] User Vector: [1.9366628455553618, 0.2958543667498059] Predicted: 2.137042086046461 Movie Vector: [2.017672076619469, -0.7931949710634857] User Vector: [2.023843217212168, -0.5109307616847487] Predicted: 4.4887196575546815 Movie Vector: [1.3821662904808707, -0.3275728504731155] User Vector: [1.705407735886779, -0.08988770007130559] Predicted: 2.3866018542028398 Movie Vector: [1.88568083082524, -0.4917172681117839] User Vector: [1.9430986158715569, -0.7257769949313615] Predicted: 4.02094089355808 Movie Vector: [2.0074527902784776, 0.5878082453514013] User Vector: [1.712393568590446, -0.642879040671967] Predicted: 3.0596596464512293 Movie Vector: [1.7971993223288947, 0.5254343303525963] User Vector: [2.3040674008022246, -0.04926377118230718] Predicted: 4.114983494700037 Movie Vector: [1.9794842062630118, -0.3005960536313773] User Vector: [2.0650478525801317, 0.17701671516630896] Predicted: 4.034519083353937 Movie Vector: [1.886716758927489, -0.42067374599876295] User Vector: [1.5182393436257953, 0.11725812389603488] Predicted: 2.8151601994537265 Movie Vector: [1.9438600780420134, -1.4991056237281146] User Vector: [0.9823290327484667, -0.5304646634814532] Predicted: 2.704732750475458 Movie Vector: [1.8714520366610308, -0.8232179430084898] User Vector: [1.519210811932694, -0.4686873313763867] Predicted: 3.228961988958706 Movie Vector: [1.907831651407615, 0.011014193661755631] User Vector: [1.622162726240933, -0.9080728815536673] Predicted: 3.0848117022796977 Movie Vector: [1.783818845549824, -0.8769085451904383] User Vector: [0.1514166280720211, -0.1109488747270225] Predicted: 0.3673918510118693 Movie Vector: [1.9873912106414244, -0.7851890843256226] User Vector: [1.4787655945307916, 0.0879299347206448] Predicted: 2.8698441202413205 Movie Vector: [1.8714606242617875, -0.1867204881416802] User Vector: [1.7779394583051644, -0.294175489393502] Predicted: 3.3822722795183195 Movie Vector: [1.7543747096391924, -0.031033799485259257] User Vector: [2.2037410538074034, -0.3837255412590475] Predicted: 3.8780960328981373 Movie Vector: [2.028053390949907, -0.01573308978182482] User Vector: [1.9679914540119934, -0.1678573423088444] Predicted: 3.9938326563065445 Movie Vector: [2.235124667149393, 0.14723745720894377] User Vector: [1.2861440182372095, -0.6659126950700951] Predicted: 2.77664492872335 Movie Vector: [1.9181885406581582, 0.3672561656065636] User Vector: [1.6615303918644442, -0.2825610544285652] Predicted: 3.0833562682304536 Movie Vector: [1.9698859437660614, -0.6208489454485682] User Vector: [0.8626724501166969, -0.41094099453502153] Predicted: 1.954498616657764 Movie Vector: [2.195490100012876, 0.36206432988776244] User Vector: [1.7376622715644339, -0.05810785052651491] Predicted: 3.7939815344234993 Movie Vector: [1.5811298298580456, -0.31216575731349183]
avg loss: 8.730629640256494: 80%|████████████████████████████████████▉ | 56268/70000 [01:31<00:20, 665.01it/s]
User Vector: [2.028133066485329, -0.5279528570250004] Predicted: 3.3715504937804557 Movie Vector: [1.8261182663435422, -0.06599246198398656] User Vector: [1.1481113370480451, 1.1559352691583151] Predicted: 2.020304070073663 Movie Vector: [1.5119342883867528, -0.8944520740137137] User Vector: [1.6117257400229037, -0.021863420550412935] Predicted: 2.456379191672492 Movie Vector: [1.6087547543707823, -0.6298960677312676] User Vector: [1.9864229107840778, -0.8743238394751188] Predicted: 3.746400450324015 Movie Vector: [2.005794995324681, -0.7740448031484704] User Vector: [1.9471896954330514, -0.5862386633710188] Predicted: 4.359438336834447 Movie Vector: [1.9998106581218036, 0.2670199001957907] User Vector: [1.9624756913241337, -0.030774106409304076] Predicted: 3.9163625049929305 Movie Vector: [2.0390753102197268, -0.24610362370956262] User Vector: [2.055839897462662, 0.01165837905466301] Predicted: 4.189143207348837 Movie Vector: [1.2605798842005627, -0.45628359121689466] User Vector: [1.8565050590596202, -0.5189319553013135] Predicted: 2.577053068529223 Movie Vector: [1.868457616465586, -0.44525446381774847] User Vector: [1.9647967882149544, -0.2104781147587623] Predicted: 3.7648558438796353 Movie Vector: [2.2030511262826917, -0.27487403497967705] User Vector: [1.757353990549272, -0.4777179691726646] Predicted: 4.0028529539257445 Movie Vector: [2.076998194041316, -0.30487092804248656] User Vector: [1.4920610040650435, -0.13530841072829872] Predicted: 3.1402596115932586 Movie Vector: [1.6859382482933567, -0.20463438152545024] User Vector: [1.600136431909636, -0.5887999973731715] Predicted: 2.81821993634876 Movie Vector: [2.145397104110783, -0.3220805891338554] User Vector: [1.5290290116767369, -0.9086105562315624] Predicted: 3.573020236996946 Movie Vector: [1.9153979012470734, 0.05673062143071023] User Vector: [1.4827506060883664, -0.18007238093216937] Predicted: 2.8298417809016936 Movie Vector: [1.2543884123934785, -0.4298769979661266] User Vector: [1.6850611300355691, -0.6549766975619726] Predicted: 2.3952805721769868 Movie Vector: [1.2012888955435694, -1.6528424116912626] User Vector: [1.0495705403960078, -1.1341361953085978] Predicted: 3.1353858395076033 Movie Vector: [1.2423009275384813, 0.039779214897815954] User Vector: [1.9404363084837941, -0.5598236311262552] Predicted: 2.388336481331317 Movie Vector: [1.9811640032817353, 0.16148630639771258] User Vector: [1.7693315256069044, -0.7795316578359005] Predicted: 3.3794522402599494 Movie Vector: [1.8569948541344161, -0.14487626612382506] User Vector: [1.4236287295817116, -0.39774436843795] Predicted: 2.701294944002224 Movie Vector: [2.3432884069881266, -0.4491184715645853] User Vector: [1.181200923233196, 0.2406325538325607] Predicted: 2.6598219049500575 Movie Vector: [1.3568029651064122, -0.7296921124883176] User Vector: [1.845921367895418, 0.02005177081231263] Predicted: 2.4899199663106195 Movie Vector: [2.1763592956358795, -0.2622217632868281] User Vector: [2.0367457806120868, -0.39552782602208225] Predicted: 4.536406616450788 Movie Vector: [2.1891700821186393, 0.049765955190453105] User Vector: [2.0824283182730694, -0.6484034403681338] Predicted: 4.526521355961339 Movie Vector: [1.6113748694575802, -0.8303877198132444] User Vector: [2.0051720343253, -0.3002522990071904] Predicted: 3.4804096469921864 Movie Vector: [1.600107348467281, -0.6357438387331185] User Vector: [1.98421217194419, -0.38919823902588213] Predicted: 3.4223828597526067 Movie Vector: [1.823747617381718, 0.25775345071576156] User Vector: [2.0204995793768052, -0.619938804363527] Predicted: 3.5250899277519094 Movie Vector: [2.084159853079645, -0.05458374048222081] User Vector: [2.1460968929083104, -0.6896322364988483] Predicted: 4.510451692043693 Movie Vector: [2.151417758214119, 0.32588432977455084] User Vector: [1.9170049920860672, 0.2693042654586689] Predicted: 4.212040622613507 Movie Vector: [2.2992537153833714, -0.35109459717352026] User Vector: [2.0680650429152094, 0.08082620337258914] Predicted: 4.726628590263102 Movie Vector: [1.695119870299659, -0.553525741081865] User Vector: [1.5830101284912526, -0.41245249037703136] Predicted: 2.911694994088146 Movie Vector: [1.6824562735589008, -0.535619506647183] User Vector: [1.698916812302027, -0.14214927970368216] Predicted: 2.9344911761773735 Movie Vector: [1.7662381772224576, -0.5882752053684056] User Vector: [1.8160087490624393, 0.036138853894845696] Predicted: 3.186244391067309 Movie Vector: [2.137534700893104, -1.0626136564382471] User Vector: [2.0408197780661643, -0.05306592117159456] Predicted: 4.418711666413801 Movie Vector: [1.3788134387438156, -1.3324649633214531] User Vector: [2.098223061351079, -0.6883784301779232] Predicted: 3.810298294191363 Movie Vector: [2.0563928086582863, -1.1895536995631688] User Vector: [1.7184361819246847, -0.37111866780907765] Predicted: 3.975245390917367 Movie Vector: [1.7565725318955052, -0.8717815313374618] User Vector: [1.8240732510494508, 0.5799784334505136] Predicted: 2.6985024821026085 Movie Vector: [1.92749941576814, -1.141434275394467] User Vector: [1.7621370262335307, -1.1922626207001128] Predicted: 4.75740750910728 Movie Vector: [1.3730663201050841, -2.3533273358953855] User Vector: [1.9710367081928903, -0.2488556879167079] Predicted: 3.29200301277789 Movie Vector: [2.0359866974393888, -0.40914518627761803] User Vector: [2.07783516389477, -0.23480345577954023] Predicted: 4.326513456815093 Movie Vector: [1.8634037382871802, -0.8378137092168181] User Vector: [2.0199014590914817, -0.22155078846679702] Predicted: 3.9495102177080743 Movie Vector: [0.685888427864537, -2.0504004277387655] User Vector: [1.4519791515716483, 0.04696610765401633] Predicted: 0.8995963703405421 Movie Vector: [2.1839711978246243, -0.25825351006615843] User Vector: [2.0413328434599736, -0.23377933427192774] Predicted: 4.51858646894668 Movie Vector: [0.15722011386006463, 0.9191056874221845] User Vector: [1.7039747994398777, -0.6219346720010891] Predicted: -0.30372458225863347 Movie Vector: [1.1995537375189527, -0.7543932976319062] User Vector: [1.825978404879474, -0.4226902815437178] Predicted: 2.5092339355727926 Movie Vector: [1.5262920990160678, -1.2473911747617716] User Vector: [1.9239237827126645, -0.7630052919841603] Predicted: 3.888235736181016 Movie Vector: [0.8072216827591931, -0.06041105749124556] User Vector: [1.4371852808218484, -0.36483473290240037] Predicted: 1.1821671728459262 Movie Vector: [1.7608687850073204, -0.16842211004807342] User Vector: [1.7893434259070735, -0.016728085809028976] Predicted: 3.1536163638468464 Movie Vector: [1.1864122342735972, 0.02233432427519213] User Vector: [2.0836307051240555, 0.22796520196675643] Predicted: 2.4771364090114867 Movie Vector: [1.6645132225444872, -0.16700310890061312] User Vector: [1.2849766998752135, 1.3632611107726742] Predicted: 1.911191863861532 Movie Vector: [2.2862403300702168, -0.37317945779109046] User Vector: [1.980994867098304, -0.3158750412980795] Predicted: 4.646908435463588 Movie Vector: [1.9909473995694842, -0.4890970541179968] User Vector: [2.0005871245164664, 0.14914505891611946] Predicted: 3.9101173242161216 Movie Vector: [2.0207030391637613, 0.8430422181610502] User Vector: [2.0260600748357835, -0.2130705108845451] Predicted: 3.9144383146282102 Movie Vector: [2.1739427774285867, -0.031734604740971034] User Vector: [2.2337537272698054, 0.3398008555585865] Predicted: 4.845269336110583 Movie Vector: [2.021577143379646, -0.24620285335387257] User Vector: [1.848544422953878, -0.8843104670729222] Predicted: 3.9546949142095267 Movie Vector: [2.4136522908612865, -0.6043994131710442] User Vector: [1.6211207110401895, -0.4321128749211834] Predicted: 4.173990485990847 Movie Vector: [2.231534421811728, 0.23777706536152482] User Vector: [1.9147465126612853, -0.5737187014204623] Predicted: 4.136405602880841 Movie Vector: [1.7153246446432695, -0.229174892134797] User Vector: [2.4732320205889207, 0.4414147606798749] Predicted: 4.141234656671529 Movie Vector: [2.0823447809320896, -0.7398786922858238] User Vector: [0.4386843842385676, -1.1695526373292704] Predicted: 1.7788192138622057 Movie Vector: [-0.35011227619991003, -0.3250798421025708] User Vector: [2.0985343864449173, -0.23673086641847557] Predicted: -0.6577662180458888 Movie Vector: [1.2595461113716706, -0.6718379951719504] User Vector: [1.496210907912524, 0.14104071782719224] Predicted: 1.789790117750463 Movie Vector: [1.4354788231869844, -0.4325746953723109] User Vector: [1.6948050951302114, -0.36981672060476295] Predicted: 2.592830178748013 Movie Vector: [2.054929996840537, -0.6513698349993386] User Vector: [2.1281482132306078, -0.27292796156968935] Predicted: 4.550972642384521 Movie Vector: [0.8673061085172034, 0.2356510649900698] User Vector: [1.865414517952795, -0.5032281632049606] Predicted: 1.4992991537448879 Movie Vector: [1.7135697465511115, -0.03270979298120698] User Vector: [2.141543447231969, -0.602831462135745] Predicted: 3.689402554430498 Movie Vector: [2.2850227967483576, 0.1089474707583496] User Vector: [1.8748624543719914, 0.24485845413848542] Predicted: 4.310780158279765 Movie Vector: [1.9529611781248752, -0.5485939145233755] User Vector: [1.5854971701435518, -0.4349779799902565] Predicted: 3.335040694091532 Movie Vector: [1.9795888191188322, 0.03308031828961051] User Vector: [1.865347700369555, -0.4724398589437184] Predicted: 3.67699299051404 Movie Vector: [0.9901806753444325, -1.3348316954064472] User Vector: [1.7469727416275382, -0.3374997061654783] Predicted: 2.180323954093114 Movie Vector: [2.0386066702842816, -0.41115731602825806] User Vector: [1.7797022377776344, -0.3030582533280716] Predicted: 3.7527174710919295 Movie Vector: [2.189496136301953, -0.029368612202286294] User Vector: [1.9934908669169003, -0.41623386630383225] Predicted: 4.376964761872719 Movie Vector: [0.44382923831742527, 0.1537828780078444] User Vector: [1.2474558389368497, -0.351290317842632] Predicted: 0.4996349387358364 Movie Vector: [-0.30132932110994115, 0.11441604416457501] User Vector: [1.499928699807731, -0.46020547858538935] Predicted: -0.5046273871889856 Movie Vector: [2.024917982470952, 0.20876571992597376] User Vector: [1.6938772995784854, -0.32268102980897573] Predicted: 3.3625978665212855 Movie Vector: [1.5589394060794188, -0.5180439898299818] User Vector: [2.0775001224879333, -0.03389759101438328] Predicted: 3.256257250375975 Movie Vector: [2.1370688414207426, -0.9260673606886618] User Vector: [1.7014489896068483, -0.13288812101943037] Predicted: 3.75917697245494 Movie Vector: [1.9572765177237597, 0.403837536931299] User Vector: [1.588888851383859, -0.17696577156081267] Predicted: 3.0384294167784383 Movie Vector: [1.8073589487439443, -0.13901354668017607] User Vector: [2.340581444527559, -0.7403825762086788] Predicted: 4.333194026849886 Movie Vector: [2.1485637857165263, -0.5402020074333911] User Vector: [2.2487651980627543, -0.7672719641063612] Predicted: 5.246097322394903 Movie Vector: [2.2618586951781943, -0.23344950664792327] User Vector: [1.8486280343488355, 1.5336394300684026] Predicted: 3.823308025316816 Movie Vector: [1.3750277713367014, 0.7636512032020509] User Vector: [2.1720400128540214, -0.7597140429686431] Predicted: 2.4064587951263063 Movie Vector: [2.0299441685710766, -0.4156194959574821] User Vector: [1.6330514460241765, -0.16209813299763048] Predicted: 3.3823744041654655 Movie Vector: [1.9731305255619274, 0.738054695407053] User Vector: [1.8721825806243697, -0.3801038889360038] Predicted: 3.4135231392835492 Movie Vector: [1.9388745637775064, -0.041910542576694666] User Vector: [1.9533115456613832, -0.14576900181610206] Predicted: 3.7933353289727574 Movie Vector: [1.8892480881876623, -0.4474816352582024] User Vector: [1.4988071462221488, -0.21032658734580173] Predicted: 2.925735820805977 Movie Vector: [1.9008429184471847, -0.4913164108332206] User Vector: [1.7139634060370277, -0.4861428698324308] Predicted: 3.496825172801332 Movie Vector: [1.9756535032185567, -0.007740088668848127] User Vector: [2.0647681292472315, 0.6727868982972909] Predicted: 4.074058957633258 Movie Vector: [0.6029416148804552, 0.3460544976407122] User Vector: [2.1733244954775284, -0.03540875588771778] Predicted: 1.2981344217316648 Movie Vector: [0.6385393735846199, -0.8867033322527408] User Vector: [1.6475187240124256, -0.2957352364888404] Predicted: 1.3142349936590336 Movie Vector: [1.6286119971630255, -0.13458401141715118] User Vector: [1.737237528200002, -0.6438535523646968] Predicted: 2.9159382741907867 Movie Vector: [1.9762655468320074, 0.015153183278314948] User Vector: [2.0408942493766635, -0.04393266239668785] Predicted: 4.03268327008547 Movie Vector: [2.240527050940117, -0.058594010350933826] User Vector: [1.9148722967197167, -0.1408373902116388] Predicted: 4.298575407396215 Movie Vector: [2.061686913141393, 0.02029315641665551] User Vector: [1.8957338659720457, -0.35010793738196727] Predicted: 3.901304907137501 Movie Vector: [2.132614488798911, 0.024331432398667974] User Vector: [1.8537853966285218, -0.1863462933873133] Predicted: 3.948875523733526 Movie Vector: [1.926550955388974, -0.5649627372677858] User Vector: [1.9184682014530927, -0.1651535184425515] Predicted: 3.7893323302415323 Movie Vector: [2.0709972473524814, -0.8765030054958565] User Vector: [1.8655204107791463, -0.17410381783250287] Predicted: 4.016090155201974 Movie Vector: [2.061564907447945, 0.03318315408014227] User Vector: [2.175167044229513, -0.5426367877597048] Predicted: 4.466241646083052 Movie Vector: [1.9545288144889597, 0.40414356804388624] User Vector: [1.912030418799944, 0.004227630203279337] Predicted: 3.7388271172786065 Movie Vector: [1.5550152500314336, -0.15645882630688035] User Vector: [1.8006297427627116, -0.5858782049395653] Predicted: 2.8916725259598204 Movie Vector: [0.9056111078282016, -1.9413446895790263] User Vector: [1.8721304321781802, -0.8963604045490131] Predicted: 3.435566626003906 Movie Vector: [2.0707514698323277, 0.09523459931552572] User Vector: [1.7496988324670262, -1.1090379875669918] Predicted: 3.5175726407233627 Movie Vector: [1.9496931666746606, -0.32655451057631224] User Vector: [1.7475613746440803, -1.225224019753916] Predicted: 3.8073109006052217 Movie Vector: [1.7388348937515619, 0.24694581867086188] User Vector: [1.4485899484168427, -0.399691755731287] Predicted: 2.4201565412099244 Movie Vector: [1.6409685551574993, -0.2667304736137136] User Vector: [2.2612570829286303, -0.9204978393578909] Predicted: 3.9561765928653863 Movie Vector: [1.7438997050202691, 0.15092100295711794] User Vector: [2.224684031346669, -0.5418397574032233] Predicted: 3.7978508263994235 Movie Vector: [2.0542402465688663, 0.19991910053707945] User Vector: [1.9700023532511524, -0.029769127008680462] Predicted: 4.040906702788544 Movie Vector: [1.5538272646312699, 0.05920602206841555] User Vector: [1.6756444366078316, -0.6671989036465898] Predicted: 2.5641598184156296 Movie Vector: [1.9290569048684478, -0.5420358249285044] User Vector: [1.230172902349645, -0.5016131466689888] Predicted: 2.6449658272093495 Movie Vector: [1.7675739010475884, 0.33682135887732423] User Vector: [2.014440762031426, -0.191168641134003] Predicted: 3.4962832346916777 Movie Vector: [1.6293546829470074, -1.0426875050623285] User Vector: [2.03585748939298, -0.18923033348944615] Predicted: 3.5144420384634123 Movie Vector: [1.9785534246809413, 0.21424984038659378] User Vector: [1.4883325562469978, -0.17742572613586186] Predicted: 2.9067320427215533 Movie Vector: [1.5559906022610441, -0.3703845230439517] User Vector: [2.1020271046966728, -0.1446659457011451] Predicted: 3.324316447905235 Movie Vector: [2.3977297566455658, -0.45511115972389554] User Vector: [2.087392204344147, 0.04363837952095791] Predicted: 4.985142088633688 Movie Vector: [2.0651041486453856, 0.013240827308644808] User Vector: [2.232151237559799, -0.7320426348548434] Predicted: 4.599931930977994 Movie Vector: [2.080267314445183, -0.39602568718157743] User Vector: [1.4657119992155483, -0.6481442469410067] Predicted: 3.3057545351458066 Movie Vector: [1.7435018531439974, -0.04113549903238005] User Vector: [1.6867547508398224, -0.6589317987825217] Predicted: 2.967965522259895 Movie Vector: [2.0434865497674215, -0.3923135205467839] User Vector: [1.9713679050764141, -0.13783115088154738] Predicted: 4.0825368227101855 Movie Vector: [1.157042857806109, -0.18042845183247355] User Vector: [1.9054911419359635, -0.4117044981592284] Predicted: 2.279018121605148 Movie Vector: [2.035850558661637, -0.054737274343200804] User Vector: [1.7957995258113935, -0.44823948931335256] Predicted: 3.680514875765429 Movie Vector: [1.8491333351476933, 0.017854718492011423] User Vector: [1.5364409340672207, -0.4284039963010779] Predicted: 2.8334351159143485 Movie Vector: [2.3882758595433033, 0.031001351967176523] User Vector: [2.2281138906763265, -0.5360142918228695] Predicted: 5.3047334496951395 Movie Vector: [2.6271337728632473, -1.1962988005565873] User Vector: [1.0660630540398417, -0.3999173742672789] Predicted: 3.2791109284274906 Movie Vector: [2.0339801281169008, -0.46158848553982623] User Vector: [0.914845255670877, -0.33105842514173056] Predicted: 2.013589827422961 Movie Vector: [2.1285996481027265, 0.06171966300338771] User Vector: [2.04187670459188, -0.21720665517671983] Predicted: 4.332932113303831 Movie Vector: [2.399125399621715, -0.4550819828410164] User Vector: [2.3984246689501787, -0.5518895839506798] Predicted: 6.005276548531255 Movie Vector: [1.849056645747939, -0.5252257827070334] User Vector: [1.910378007222558, 0.04654855129173021] Predicted:
avg loss: 8.717891266708431: 80%|█████████████████████████████████████ | 56335/70000 [01:31<00:22, 610.58it/s]
3.5079486508594977 Movie Vector: [1.6215314577246278, -0.3930534449501508] User Vector: [1.0706761724089466, -0.33491541440587475] Predicted: 1.8677747519964407 Movie Vector: [2.0193763111225613, 0.03420479083283863] User Vector: [1.7445100805101688, -0.37145526309375454] Predicted: 3.5101167815188683 Movie Vector: [1.52508486032942, 0.17655368641253544] User Vector: [1.8604063591153945, -0.6957164042994622] Predicted: 2.714446276470722 Movie Vector: [1.9501814009393734, -0.6397976869648333] User Vector: [2.022929773035024, 0.47467628889584446] Predicted: 3.6413832270867994 Movie Vector: [0.769079779708649, -1.6103866077549915] User Vector: [0.8220722851540887, -0.3100046624387873] Predicted: 1.1314665287039223 Movie Vector: [0.8253931134583268, 0.2469578278113672] User Vector: [1.2740064455193, 0.6267637203719725] Predicted: 1.2063403535671848 Movie Vector: [2.075101566400195, -0.5236238252979059] User Vector: [1.8207765799516238, -0.18459697779844694] Predicted: 3.8749557087756594 Movie Vector: [1.5284315620523272, 1.360354771018389] User Vector: [1.7322846532300862, -0.39551419701396734] Predicted: 2.1096389135422773 Movie Vector: [0.7917309175622126, -1.3319071922503791] User Vector: [1.9412904438507574, -0.7972355592861455] Predicted: 2.598823439695686 Movie Vector: [2.09562399705099, 1.168040426999636] User Vector: [1.7153457070328666, -0.1098777944770576] Predicted: 3.466377920917712 Movie Vector: [1.123129198727387, -0.7557957521526207] User Vector: [1.6267402391578505, -0.40857767707655795] Predicted: 2.1358407341018024 Movie Vector: [1.876021372089291, -0.2565902042100284] User Vector: [2.026420699223238, -0.08863542454452294] Predicted: 3.824351522271041 Movie Vector: [1.6675422563015112, -0.5236669400488073] User Vector: [1.962985473342944, 0.2968771597655586] Predicted: 3.117896471480572 Movie Vector: [1.6553132459884798, -0.6331887383050948] User Vector: [2.17597444837963, -0.09055236074558454] Predicted: 3.6592560623863215 Movie Vector: [2.0116875916268504, -0.7351046320730039] User Vector: [2.086000744767187, -0.244638303657847] Predicted: 4.376216564573884 Movie Vector: [1.5685986953703923, -0.8190821058795352] User Vector: [1.7704718992175656, -0.9877413154640121] Predicted: 3.5862011480370994 Movie Vector: [2.1347235238635807, -0.3101057827942276] User Vector: [1.6460750499200796, 0.43297780450983636] Predicted: 3.379646210109263 Movie Vector: [1.864585831876522, -0.8266818656503043] User Vector: [1.74181219436478, -1.0985198143241246] Predicted: 4.155884748961617 Movie Vector: [2.0747685761260484, -0.3804458457598622] User Vector: [1.4037326826758436, 0.39432657863163184] Predicted: 2.7624005505838545 Movie Vector: [2.4042291810130756, 0.36261714672549233] User Vector: [2.088645541332831, -0.2393740373103816] Predicted: 4.934781428855592 Movie Vector: [1.9283992766910758, 0.036985553658509404] User Vector: [1.8291338009019347, -0.7505316318931728] Predicted: 3.4995414706866956 Movie Vector: [1.9213484912954737, -0.8394939389968279] User Vector: [1.8469189601504556, -0.6617303234776061] Predicted: 4.104093553439943 Movie Vector: [0.9581393133940926, 1.4073472763606116] User Vector: [2.199065958327073, 0.1182951580209179] Predicted: 2.273493915867211 Movie Vector: [1.4173122786860133, -0.18941370999613558] User Vector: [1.8050401514106014, -0.4734476404059902] Predicted: 2.6479830441737207 Movie Vector: [1.976372130101581, -0.7309629678755637] User Vector: [2.028697575605722, 0.20281404967446282] Predicted: 3.8612117891548863 Movie Vector: [-0.1329822154484075, 1.844306218057137] User Vector: [1.820498097983997, -0.4727299990472176] Predicted: -1.1139527469944517 Movie Vector: [2.11381051859395, 0.020149492742719252] User Vector: [2.274978552329347, -0.07204342883174611] Predicted: 4.807421954943004 Movie Vector: [1.1854183050407152, -0.170171407371009] User Vector: [1.8772918980223274, -0.16715371968040427] Predicted: 2.253820963545608 Movie Vector: [2.414524289130772, -0.4346064000724807] User Vector: [2.196619003321955, -0.12550288200083692] Predicted: 5.3583342932321925 Movie Vector: [2.047237048502602, 0.2780332270478519] User Vector: [1.9891898664440892, -1.028137503442254] Predicted: 3.7864868031593106 Movie Vector: [2.2161131926307798, -0.340740323674229] User Vector: [2.1493381812689543, -0.15592776855885193] Predicted: 4.81630757726372 Movie Vector: [2.290035952998449, -0.4076276123043254] User Vector: [1.7656679125755155, -0.08182964722721067] Predicted: 4.076799024568587 Movie Vector: [1.846732430920187, 0.23064509504751574] User Vector: [1.7010347865822548, -0.13304701566464106] Predicted: 3.1106694649310893 Movie Vector: [-0.0037030490653933157, 0.21459922511403068] User Vector: [1.7359729710119687, -0.1019379530518362] Predicted: -0.028304198822488413 Movie Vector: [1.9467360702401126, -1.1544498035473936] User Vector: [1.8178527120271002, -0.8623152775482775] Predicted: 4.534379147648494 Movie Vector: [1.3171296918400333, -0.6247455105559111] User Vector: [2.145092568911018, 0.04946826215459847] Predicted: 2.794460039562026 Movie Vector: [1.7397531022773585, -0.46880261476186397] User Vector: [1.9179572936134042, -0.17391890166645113] Predicted: 3.41830578745715 Movie Vector: [1.9869270544794628, -0.19091493669713805] User Vector: [2.017261211270476, -0.6775578722072276] Predicted: 4.137506794906411 Movie Vector: [1.929784412136843, -0.6260526230244534] User Vector: [2.1155445365789243, -0.293014476826751] Predicted: 4.265987351672795 Movie Vector: [2.017545210426713, -0.2790128233214448] User Vector: [1.988495278617928, -0.04002915947621806] Predicted: 4.023047774132377 Movie Vector: [2.0867110659958414, -0.7515194080147547] User Vector: [1.9445697712515273, 0.09780349504360487] Predicted: 3.9842540355746205 Movie Vector: [1.6540424340094653, -0.34001786151642904] User Vector: [0.41886123820413, -0.8380520645805886] Predicted: 0.9777669327894977 Movie Vector: [1.8761308836069548, -0.15022263754694268] User Vector: [2.2466325192503245, 0.00666591720439938] Predicted: 4.213975281817116 Movie Vector: [2.3201527924042087, -0.29429981425605467] User Vector: [1.6226212752126634, 1.530227120497437] Predicted: 3.314383725367166 Movie Vector: [1.5522852648920598, 0.014567763515067174] User Vector: [1.8136049616440986, -0.269782456271493] Predicted: 2.8113021312717863 Movie Vector: [-0.616589395421403, 0.45691038589069966] User Vector: [0.8175224139520284, -0.3004776252651098] Predicted: -0.6413669986735295 Movie Vector: [1.9113113682138159, 0.023695809155542615] User Vector: [0.7363628036720042, -0.8845284542041364] Predicted: 1.3864589803446317 Movie Vector: [1.7923601938219316, -0.30920719616782943] User Vector: [1.8994478979629184, -0.4525238801900041] Predicted: 3.544418442740015 Movie Vector: [1.5855498116673568, -0.6076298112302136] User Vector: [1.8343553873229836, -0.6964285795958384] Predicted: 3.331632605256103 Movie Vector: [2.317716596033522, -0.3781984343549379] User Vector: [1.6495124920097877, -0.9693576309204545] Predicted: 4.189712016439825 Movie Vector: [1.948307191871764, -0.43044199425544544] User Vector: [2.1489650664968405, -0.20921903067397934] Predicted: 4.276900750936477 Movie Vector: [1.8241740570437175, 0.15386794800045964] User Vector: [1.8484111955150642, -0.10576753316955897] Predicted: 3.355549516313872 Movie Vector: [1.5472199069543164, -0.30333850580107197] User Vector: [2.0717281891045043, -0.5548772098973475] Predicted: 3.3737347197342347 Movie Vector: [1.711193282659733, -0.6618141149885814] User Vector: [2.2766250021684646, -0.6651570602307876] Predicted: 4.335955741990922 Movie Vector: [1.9650594612422911, -0.01857448003978169] User Vector: [1.726486241692351, -0.33097051789646703] Predicted: 3.3987957292206232 Movie Vector: [2.100497876240965, -0.33746346401768434] User Vector: [1.9664917169358342, -0.2683476567884026] Predicted: 4.221169204890011 Movie Vector: [0.92793810080738, -1.6494482917505855] User Vector: [1.4970006270384044, -1.4527762817044056] Predicted: 3.7854032749145734 Movie Vector: [1.6199043335925856, -0.37478320104658414] User Vector: [1.4432325295977706, 0.16094270676505656] Predicted: 2.2775800062507083 Movie Vector: [1.6401005727932947, -0.6065331619692487] User Vector: [1.946048348771032, 0.09727099213974366] Predicted: 3.1327169290724104 Movie Vector: [1.8831672420036514, -1.1875502530488316] User Vector: [1.798611204005674, 1.5079036754535227] Predicted: 1.5963743091261378 Movie Vector: [1.5198849007226525, 1.3623061396266911] User Vector: [1.556052704054177, -0.4267069221249229] Predicted: 1.783715549788607 Movie Vector: [1.7441499086510612, 0.11927370861679651] User Vector: [1.758016289136121, -0.05475121333075918] Predicted: 3.059713569838614 Movie Vector: [0.6780149777680367, 0.3922867183480866] User Vector: [1.4431138867602562, -0.21185403052474672] Predicted: 0.8953453074451319 Movie Vector: [2.160907669412013, -0.3667938710206591] User Vector: [1.8242496407401996, -0.5291748441017019] Predicted: 4.136133129112423 Movie Vector: [1.8679632916388207, 0.008244999944533676] User Vector: [2.214476568160567, -0.11963901877316611] Predicted: 4.135574515815103 Movie Vector: [1.9421613252118457, -0.20821175160651792] User Vector: [2.001975682074049, -0.6493256191762383] Predicted: 4.0233569682704955 Movie Vector: [2.202169819838009, -0.2966119243596085] User Vector: [0.420516087851326, -0.8383922483791425] Predicted: 1.1747249755824551 Movie Vector: [1.4004747652411618, -0.0891162461574447] User Vector: [1.972871518133046, -0.5842709165578501] Predicted: 2.8150248070309574 Movie Vector: [0.8505774156767698, 0.09110672869410896] User Vector: [1.5510738034910825, -0.4085373602699283] Predicted: 1.282087844853863 Movie Vector: [2.1260576903158825, -0.4162743913620333] User Vector: [1.8130644509128464, -0.24490565286226196] Predicted: 3.9566275704879597 Movie Vector: [1.8545419471403748, -0.9113179960087391] User Vector: [1.3906991446549586, 0.5061849080100078] Predicted: 2.1178144836373125 Movie Vector: [1.8471689445673678, -0.9140016121190381] User Vector: [1.3527594231356979, 0.07546197244392906] Predicted: 2.429802831419695 Movie Vector: [1.4666645731342038, -2.3397115634160053] User Vector: [1.5561548773965994, 0.09799990722592035] Predicted: 2.053065712837411 Movie Vector: [2.254748601414797, -0.27853480760280386] User Vector: [1.5445627687336754, -0.4253223718477998] Predicted: 3.6010678276114163 Movie Vector: [1.8558082711353823, -0.2507077924804583] User Vector: [1.7616948991678734, -0.8737332795346854] Predicted: 3.4884197068216047 Movie Vector: [2.1672820097593246, -0.5329694152201293] User Vector: [1.9634974876015736, -0.18619039121888806] Predicted: 4.3546865650140605 Movie Vector: [0.8987582475302635, -0.5109204720687999] User Vector: [1.7520831512855255, -0.3521715504724209] Predicted: 1.7546308373932507 Movie Vector: [2.120428481357207, -0.37352454947289077] User Vector: [2.001696935879665, -0.5227335166677974] Predicted: 4.439708995192411 Movie Vector: [1.9934752776335019, 0.04724852848459317] User Vector: [0.7719801871100744, -0.2667295319712616] Predicted: 1.5263208399377919 Movie Vector: [0.36948204040527344, -1.4383220672607422] User Vector: [1.4781538015556812, 0.3883555884309749] Predicted: -0.012429130152697088 Movie Vector: [1.8920385690868566, -0.25729079469276317] User Vector: [1.9361933791351675, -0.4588629895075801] Predicted: 3.7814137737598505 Movie Vector: [1.8987947384132975, -0.9178624889792925] User Vector: [1.7973395675848778, -0.6180057490755991] Predicted: 3.9800232091222387 Movie Vector: [1.869437988946641, -0.15425147054410815] User Vector: [1.8308918648097545, -0.5727149304256252] Predicted: 3.511080925949432 Movie Vector: [1.207668260099098, 0.22552852524272474] User Vector: [2.250755167765002, -0.6551517488880402] Predicted: 2.570410169626902 Movie Vector: [1.4531838360200344, -0.0965349722422128] User Vector: [2.2380356242594868, 0.413475249980478] Predicted: 3.212362371831186 Movie Vector: [2.4659772988432955, -0.23398229134782336] User Vector: [1.585039897832539, -0.4303226141625268] Predicted: 4.009360277096471 Movie Vector: [0.2824507704754581, -1.0643189290780206] User Vector: [1.8806866291166016, 0.014596802736440012] Predicted: 0.5156657339604652 Movie Vector: [1.6321213095849885, -0.06793585329210375] User Vector: [2.0047819874402166, -0.8815122006354884] Predicted: 3.3319336863108946 Movie Vector: [2.0950732207374654, -0.03446365251237751] User Vector: [1.570307719574555, -1.3830893610899693] Predicted: 3.337575962732138 Movie Vector: [1.7794110727373544, 0.12493506943474225] User Vector: [1.9354123195992228, 0.13742369361176318] Predicted: 3.461063150510509 Movie Vector: [2.0224656725764882, -0.4971777081324184] User Vector: [1.462482659014689, 0.5483669323592759] Predicted: 2.6851851599496044 Movie Vector: [1.6588061230281081, -0.3522183890183131] User Vector: [1.7433982052819823, -0.6443626537566691] Predicted: 3.118915993647706 Movie Vector: [2.3040600323785667, 0.10403332049303982] User Vector: [1.7292301738478217, -0.15543362059228036] Predicted: 3.9680798546793365 Movie Vector: [2.2617470522154535, 0.283428635359526] User Vector: [1.7736678146603713, 0.6033592069679835] Predicted: 4.182597228080062 Movie Vector: [0.9852242368364273, 0.04533837703454602] User Vector: [2.0967333573580818, -0.08086174264345627] Predicted: 2.0620863816769566 Movie Vector: [1.7392554441648473, 0.12208382438382788] User Vector: [1.7771710042086828, -0.015563828162864045] Predicted: 3.089054252617685 Movie Vector: [2.1336176318829105, 0.26711603696625286] User Vector: [2.162072299410303, -0.5472583175150898] Predicted: 4.466854106456 Movie Vector: [0.8231268304713297, -2.0459612775043294] User Vector: [1.7464342964565294, -0.8857810234834631] Predicted: 3.2498106014640085 Movie Vector: [2.028449510207631, -0.48286183621773643] User Vector: [0.2731561109400552, -1.4096584676211394] Predicted: 1.2347536555620002
avg loss: 8.701755470082006: 81%|█████████████████████████████████████ | 56473/70000 [01:31<00:20, 651.88it/s]
Movie Vector: [1.4082405040504338, -2.5211173499477053] User Vector: [1.8562084570808228, -0.49005201161367695] Predicted: 3.849466562078191 Movie Vector: [1.6119311871158966, -0.33351981998041147] User Vector: [2.0551595010795665, -0.5321512266992985] Predicted: 3.4902586756188043 Movie Vector: [1.7952932044943744, 0.07887046726015565] User Vector: [1.3946271022210988, -0.7357088152506871] Predicted: 2.445738861394983 Movie Vector: [2.0747320123756383, -0.721708848862982] User Vector: [1.7481034678583078, -0.8919197164759063] Predicted: 4.270552577566523 Movie Vector: [0.2481895003627011, -1.2736053711839894] User Vector: [2.2409096418910517, -0.12530560462423737] Predicted: 0.7157601354677856 Movie Vector: [2.088088926685677, -0.7514501075488411] User Vector: [1.7076350812753986, -0.2908403160092263] Predicted: 3.784245890775828 Movie Vector: [0.9950507099936066, -0.5457973373345162] User Vector: [1.0073555897727828, -0.3195667308987914] Predicted: 1.176788565644692 Movie Vector: [1.4358632824047979, -2.3612558443738005] User Vector: [1.332003716253083, 0.15025083458428162] Predicted: 1.5577945669103646 Movie Vector: [2.1275597378369566, -0.5153880080349821] User Vector: [1.5919137655565454, -0.3388109092839344] Predicted: 3.5615107133428943 Movie Vector: [1.6435966722579358, 0.24571762879515055] User Vector: [1.8475701447253725, -0.5274964676651345] Predicted: 2.9070449604012407 Movie Vector: [2.063041855669761, 0.40438349780956095] User Vector: [1.2241217151354207, 0.8822868248876504] Predicted: 2.8821965670779885 Movie Vector: [1.795387782048367, 1.092156851164948] User Vector: [1.9692787234207771, -0.036332839928802894] Predicted: 3.495937799426947 Movie Vector: [2.1785810064325264, 0.8489291387090708] User Vector: [1.6356717443795905, 0.6685206357985668] Predicted: 4.130970042621453 Movie Vector: [1.366154053048852, -1.408729490290163] User Vector: [2.365726578630498, -1.0216465443488731] Predicted: 4.671170569478743 Movie Vector: [1.7691638601421065, -0.7178088794134778] User Vector: [1.5420271385717792, 0.06938827662098768] Predicted: 2.6782911638337925 Movie Vector: [1.9617805655311238, -0.49978383982280994] User Vector: [2.1587552811630073, 0.4187418415365282] Predicted: 4.025723750865664 Movie Vector: [1.3161070470597003, -0.7301341818179552] User Vector: [2.0209954975187956, -0.2049819844793266] Predicted: 2.809510769885646 Movie Vector: [2.002307111379257, -1.1804898544276377] User Vector: [1.8905835606672559, -0.20945920779670954] Predicted: 4.032793377901229 Movie Vector: [1.2496837003709524, -1.4581629768614837] User Vector: [1.8586598076711667, 0.12411520360091986] Predicted: 2.1417566714247798 Movie Vector: [1.6903108565954905, -0.4654551743517576] User Vector: [1.2609925528615178, -0.5102730025016764] Predicted: 2.368978611534299 Movie Vector: [1.7164069815948184, 0.11743221236461983] User Vector: [2.017321214975587, -0.32180453463527325] Predicted: 3.424753999052252 Movie Vector: [1.9172879933507914, -0.07191414229593626] User Vector: [2.1079883555224685, -0.2611559518116335] Predicted: 4.060401570446521 Movie Vector: [1.9330225053577639, -0.16142761710155717] User Vector: [1.7977821692692617, 0.020989545109132465] Predicted: 3.471765100677371 Movie Vector: [1.4446582464320261, -0.39537850035065514] User Vector: [1.638455917594514, 1.1398678096643156] Predicted: 1.9163296275852038 Movie Vector: [1.7674730687689832, 0.005182434527039462] User Vector: [2.0479201964372984, -0.22879184236955602] Predicted: 3.6184580954476098 Movie Vector: [2.173506843830785, 0.6074195765939279] User Vector: [1.8172140038418754, -0.24571812028862774] Predicted: 3.8004730774682844 Movie Vector: [1.0710549126616986, 0.2872837957174227] User Vector: [1.565596897082006, -0.7454232353824876] Predicted: 1.4626922313909514 Movie Vector: [0.9282241412363742, 0.2975468634999361] User Vector: [2.3060978571612507, 1.27910476454156] Predicted: 2.52116931384771 Movie Vector: [2.0584106874370267, -0.41452966153628235] User Vector: [1.8811497280528622, 0.38011053567900244] Predicted: 3.714611613191876 Movie Vector: [1.9326989148116789, -0.41551109967838884] User Vector: [1.6999333542497816, -0.45940086419764503] Predicted: 3.476345507286696 Movie Vector: [1.7164275009903383, 0.10499931158601879] User Vector: [1.7406536894610356, -0.26741211663150133] Predicted: 2.95962777413515 Movie Vector: [1.829368378875797, -0.41298500089729234] User Vector: [1.7868364684082694, -0.03262249493309508] Predicted: 3.2822547346274065 Movie Vector: [1.4233799697085319, -0.11828484935344662] User Vector: [1.8981643578558567, 0.009888832865007684] Predicted: 2.7006394270809655 Movie Vector: [1.4626978097969927, -0.45501041599102243] User Vector: [2.165493814605747, -0.6032886431522732] Predicted: 3.4419656762361366 Movie Vector: [1.692391038629466, -0.09443674057787724] User Vector: [2.1344181275336087, -0.3824992617294282] Predicted: 3.6483920952773357 Movie Vector: [0.40618281948120993, -0.02673669049859282] User Vector: [2.195396473692092, -1.245433185875249] Predicted: 0.9250310911907828 Movie Vector: [2.23676931811319, 0.4012149854668836] User Vector: [1.5821916106680576, 2.0512853436761134] Predicted: 4.362004069469844 Movie Vector: [1.37872198012801, -1.5052837602113154] User Vector: [2.0617522463228415, -0.3187646761607395] Predicted: 3.3224144299373806 Movie Vector: [2.2149778717262563, -0.19223167852619819] User Vector: [1.757753648841738, -0.08042090409166193] Predicted: 3.908844881512669 Movie Vector: [2.242355615569834, -1.1434959085921772] User Vector: [1.7704551983974852, -0.3226985256081233] Predicted: 4.338994599983023 Movie Vector: [2.066349371440443, 0.26815478541602267] User Vector: [1.4143451719231988, -0.3872750389257715] Predicted: 2.8186816020432053 Movie Vector: [1.6886893030820245, -1.3492348237473972] User Vector: [2.1510497927478465, 0.16395682626329944] Predicted: 3.4112385158245484 Movie Vector: [2.214078545898286, 0.6048593331417158] User Vector: [1.812114482041248, -0.3509310018476511] Predicted: 3.799899905642788 Movie Vector: [1.9090127945413073, -0.49520533170533254] User Vector: [1.7050830308597542, -0.5273679585690653] Predicted: 3.5161807465205 Movie Vector: [1.4072440883344215, -0.7840431085810067] User Vector: [2.26987967992262, -1.250335989088029] Predicted: 4.174592076456822 Movie Vector: [2.233539422258603, 0.03595072201235531] User Vector: [1.9521042015866934, 0.23114217631611642] Predicted: 4.368411418726606 Movie Vector: [1.8112722871418665, -0.16344714899047588] User Vector: [1.8354654998127742, -0.39383801019334974] Predicted: 3.3888994937460577 Movie Vector: [1.7484995256230706, -0.16830647320084888] User Vector: [1.676196475836516, -0.6936824121920551] Predicted: 3.0475799831687134 Movie Vector: [2.2839338821955457, -0.4073448126353726] User Vector: [1.986402781933898, -0.03973978137228033] Predicted: 4.553000411143582 Movie Vector: [2.379103712818262, -0.4325826606790639] User Vector: [1.8319324153493526, -0.49118635979801917] Predicted: 4.570835913400463 Movie Vector: [1.8327386059663755, -0.5869518365908257] User Vector: [2.1247719756931565, -0.1718876659811534] Predicted: 3.995041409963245 Movie Vector: [1.9702039725553662, 0.37467158388192123] User Vector: [1.6597983633202174, -0.6790629807408568] Predicted: 3.0157157265046317 Movie Vector: [-1.2515674447432157, -0.10197513394982928] User Vector: [1.6892680985485191, -0.6589910977227854] Predicted: -2.0470322521245743 Movie Vector: [2.2819064416089274, -0.2963100127614472] User Vector: [2.010577887064348, -0.4576481877432319] Predicted: 4.723556372199052 Movie Vector: [1.8295857820022081, -0.806616390704797] User Vector: [2.102672188592741, -1.3107900412561757] Predicted: 4.904323872510593 Movie Vector: [1.97505470271617, -0.647847688842322] User Vector: [0.6876829678241556, 0.11375938380833944] Predicted: 1.2845127256945517 Movie Vector: [2.046860801626865, 0.3111959828434959] User Vector: [2.009986141526952, -0.21813133577934515] Predicted: 4.046280249477928 Movie Vector: [2.0669761833082165, 0.5161383636625673] User Vector: [2.3221494488617935, -1.2794579818280274] Predicted: 4.1394502557639 Movie Vector: [2.0361645798199186, -0.3918015940098926] User Vector: [2.147650090693613, -0.7354302963536248] Predicted: 4.661111806911888 Movie Vector: [0.9760047288835901, -1.3320930277380012] User Vector: [1.8699744137467862, -0.21632091436528575] Predicted: 2.1132634524880887 Movie Vector: [1.8948566154841056, -0.16187321317032838] User Vector: [1.5662106976233436, -0.0635293039400945] Predicted: 2.978028394192826 Movie Vector: [1.939651964276773, -0.5023240792867015] User Vector: [0.9196135542777484, 0.287993659247678] Predicted: 1.6390640872083817 Movie Vector: [2.0018445002570497, -0.41283029799152343] User Vector: [1.3330555218978062, 0.01586895225152171] Predicted: 2.6620186807616055 Movie Vector: [1.3242856752181715, -0.8258961938887116] User Vector: [1.858691692575338, -0.18629031645909452] Predicted: 2.6152952464464274 Movie Vector: [1.7054772984144293, -0.18851738540567275] User Vector: [1.3429871723685631, 0.4161878855438662] Predicted: 2.2119754825161255 Movie Vector: [0.49513079056977344, -0.0944829719155084] User Vector: [1.5670367582787763, -0.709755644683237] Predicted: 0.8429479716219453 Movie Vector: [2.1098138482121898, -0.25601450063578357] User Vector: [1.8095061183579375, -0.5636683465872524] Predicted: 3.9620283372119958 Movie Vector: [1.2235266348526355, 0.43472971537063815] User Vector: [2.04130717219119, -0.5278406417662209] Predicted: 2.2681256831355516 Movie Vector: [1.5494451776029605, 0.7328717316587198] User Vector: [1.9293311647783735, 0.29930228615228816] Predicted: 3.2087430540067947 Movie Vector: [2.143089228424305, -0.18894262280893342] User Vector: [1.9533929697067502, -0.7420473190267278] Predicted: 4.326499798963549 Movie Vector: [2.265402302865122, -0.41352660296731164] User Vector: [1.4474525549188952, -0.5835779816354989] Predicted: 3.5203873715135177 Movie Vector: [1.8259256814737173, -0.15907720733007605] User Vector: [2.108432831032624, -0.01623355918619185] Predicted: 3.85242404310517 Movie Vector: [2.0029307621221872, 0.03351612854723158] User Vector: [1.8930586132240392, 0.6553042170273697] Predicted: 3.813628591302228 Movie Vector: [0.5335504232308955, -1.6855629211010124] User Vector: [2.0195976548752825, -0.5247932323636686] Predicted: 1.9621291972317785 Movie Vector: [1.5801470654925893, -0.25590119707312026] User Vector: [1.8898367850165938, -0.6296802530545355] Predicted: 3.147355980633881 Movie Vector: [1.9570401857374085, -0.043266181202977906] User Vector: [1.8459274836818764, -0.5085228801847486] Predicted: 3.6345561086025 Movie Vector: [2.4653096602739253, -0.2338010340968986] User Vector: [1.651383037006534, -0.15671306639484475] Predicted: 4.107810230924311 Movie Vector: [1.2052790877072705, -0.3425481797524983] User Vector: [2.010057764534134, 0.07359937468979866] Predicted: 2.397469256845704 Movie Vector: [1.7235800512603734, -0.6917314077891492] User Vector: [1.5952552975721521, -0.17978588881233365] Predicted: 2.873913753531571 Movie Vector: [1.9525512976521135, -0.6391385577212895] User Vector: [1.4892328192192363, -0.6771922056423179] Predicted: 3.340623123286965 Movie Vector: [0.5693565738849967, 1.1628103270439927] User Vector: [2.167656925332502, -0.15874438225993678] Predicted: 1.049580113313326 Movie Vector: [1.5480530017986172, 0.3928834785538435] User Vector: [1.9747165332414358, -0.19423720351790386] Predicted: 2.9806532688030787 Movie Vector: [1.4788341743174298, -0.8940030635548041] User Vector: [1.6672236821033102, -0.323098391720759] Predicted: 2.7543983093537023 Movie Vector: [1.5990343191243093, -0.6658748618737395] User Vector: [0.9542185486421142, -0.8170481199646942] Predicted: 2.0698800112494187 Movie Vector: [1.4405756899228872, 0.22384480171196455] User Vector: [0.9994394783234253, -0.31522464812078865] Predicted: 1.3692068171686171 Movie Vector: [1.6526581769471016, -0.2800613866577155] User Vector: [1.979469796926728, -0.4934865128262978] Predicted: 3.4095934629897897 Movie Vector: [2.0278246658911074, -0.7411860430272431] User Vector: [1.765744892778579, -1.4790725863327843] Predicted: 4.676889004861718 Movie Vector: [1.5308067115485793, -0.24717217744159042] User Vector: [2.219756186195675, -0.6609407182833136] Predicted: 3.561383824327713 Movie Vector: [2.3829858042132437, -0.22598865887467073] User Vector: [1.872562574869309, -0.7496986937826329] Predicted: 4.631713435782593 Movie Vector: [0.9300107902999162, -0.2845348999092333] User Vector: [1.6426508564886633, -0.7690342525853692] Predicted: 1.746500105316006 Movie Vector: [1.9085005098804526, -0.08051128914531844] User Vector: [1.8371546110767376, -0.356712089279577] Predicted: 3.534929862130797 Movie Vector: [1.7514389930035448, 1.092967698455603] User Vector: [1.5436678989507557, -0.02756457636086936] Predicted: 2.673512958886166 Movie Vector: [2.231506681495107, -0.3998607054301709] User Vector: [1.777132662110125, 0.4268048988335328] Predicted: 3.7950209014733014 Movie Vector: [1.492320394498482, -1.5170169206252277] User Vector: [1.7601568904473934, -0.24596651726811763] Predicted: 2.999853393734667 Movie Vector: [1.8176193251849542, -0.8754561232261497] User Vector: [1.3115574462588766, -1.188846969864886] Predicted: 3.4246955197574294 Movie Vector: [2.1908111745702397, -0.6448447084366628] User Vector: [2.2020327848954224, -0.11767328700267968] Predicted: 4.900119028366944 Movie Vector: [1.4222353915982362, -0.8830345439336973] User Vector: [2.0519433860048877, -0.23219316939020854] Predicted: 3.123381094569075 Movie Vector: [2.0857448626464374, -0.07656598392622953] User Vector: [1.4966366598798797, -0.17652650711265777] Predicted: 3.135118150298924 Movie Vector: [2.1087360862597695, 0.07115823726995182] User Vector: [2.2920826349801966, 0.18412032382578047] Predicted: 4.846499042761135 Movie Vector: [1.4953976341949562, 0.3611136073409222] User Vector: [1.5836099429528223, -0.17708510979979286] Predicted: 2.304178719373094 Movie Vector: [2.0187668734894313, 0.2820912718854123] User Vector: [1.3225199939375443, 0.21354711063726817] Predicted: 2.7300993293356797 Movie Vector: [2.2528193285943745, -0.06655773730292107] User Vector: [1.9978730219134109, -0.7861031278369724] Predicted: 4.553168205319362 Movie Vector: [1.721815572009342, 0.30411779652094995] User Vector: [2.279699693833118, -0.1330948799401095] Predicted: 3.8847459107311852 Movie Vector: [2.002243388804945, -0.5706433672764762] User Vector: [1.8967341759057035, -0.3579105507731303] Predicted: 4.001962745904548 Movie Vector: [1.549975584501668, -0.45349999904981747] User Vector: [2.0134723229360603, 0.13376284842531833] Predicted: 3.0601714889869687 Movie Vector: [1.1908119529163177, -1.5497298212277173] User Vector: [1.6170203320619305, -0.2927488437341341] Predicted: 2.3792487527927806 Movie Vector: [1.9982019542999907, -0.4814222403166477] User Vector: [1.747064198679613, -0.6624677300925309] Predicted: 3.80991379484778 Movie Vector: [1.603002481046447, -2.331125591337745] User Vector: [1.8209056952997036, -0.2746817583874997] Predicted: 3.5592340237677824 Movie Vector: [1.862708799748972, -0.5982848788805688] User Vector: [1.6009812471299731, -0.7266433056229066] Predicted: 3.416901559356061 Movie Vector: [2.2113421370637627, -0.09138003248597809] User Vector: [1.4155452255759702, -0.4267028600328614] Predicted: 3.1692469254472346 Movie Vector: [2.1671718188246465, -0.37575848165171044] User Vector: [1.9972966726551091, 0.3665544691978314] Predicted: 4.190749112021962 Movie Vector: [2.137036688186674, 0.6707176133428712] User Vector: [2.044046922834126, -0.22729042980443057] Predicted: 4.2157555718575 Movie Vector: [0.36516763556227694, -1.0555893703512382] User Vector: [1.7990464997282862, -0.6188308666904587] Predicted: 1.3101848414960613 Movie Vector: [1.6056052215285972, -0.31897602071269715] User Vector: [2.1132931977348903, -0.09155362234442885] Predicted: 3.422318003041265 Movie Vector: [2.0515315815667834, 1.465277644239137] User Vector: [1.868616802243845, -0.6621111895582541] Predicted: 2.8633496595892893 Movie Vector: [1.0377427458126838, -0.6225968438587152] User Vector: [2.068139036683667, -0.5401063027113063] Predicted: 2.482464762066767 Movie Vector: [1.8332127202580826, -0.5869901910118847] User Vector: [2.0521463206438977, -0.12291613817917688] Predicted: 3.8341713062634533 Movie Vector: [2.1778364639163854, -0.21312969225264164] User Vector: [1.7702010399925725, -0.01605307193103852] Predicted: 3.8586297596389034 Movie Vector: [1.6643298949264145, -0.37257648038375335] User Vector: [0.8115872160205764, 0.4209173134312056] Predicted: 1.1939249747923633 Movie Vector: [1.5185975608613007, -1.110524372299968] User Vector: [1.6607402266365958, -0.5158652629680387] Predicted: 3.094877004743517 Movie Vector: [1.7261179538153117, -0.47994486738584025] User Vector: [1.394402651177506, -0.5738942506468906] Predicted: 2.682341051065381 Movie Vector: [1.53596826565091, -1.2512286273754585] User Vector: [1.970336632875931, -0.2823006167967947] Predicted: 3.3795971540087963 Movie Vector: [2.1173902611801014, -0.3370652704670117] User Vector: [2.004912944067088, -0.5869421748890734] Predicted: 4.443020965209059 Movie Vector: [1.3522426321569432, 0.9611679503785805] User Vector: [1.9249735095282623, -0.1522831284197072] Predicted: 2.4566615829364777 Movie Vector: [2.1238918894191294, 0.8570988023311202] User Vector: [1.6448261096859609, -1.05552011109045] Predicted: 2.5887478108147963 Movie Vector: [2.225164952008895, 0.3729304001128684] User Vector: [1.5176576119056417, -0.6729735662154788] Predicted: 3.126066225847829 Movie Vector: [2.200429396491432, -0.033974946110237596] User Vector: [1.9668186578594906, 0.12950557910833568] Predicted: 4.323445647250666 Movie Vector: [1.541906720983142, -0.4244136965564962] User Vector: [2.0056058170039988, -0.257348615226377] Predicted: 3.201679365973274 Movie Vector: [2.185489130441823, 0.2539864533551593] User Vector: [1.9928833860512296, 0.09230639512128255] Predicted: 4.3788695523719126
avg loss: 8.688368110259965: 81%|█████████████████████████████████████▏ | 56608/70000 [01:31<00:20, 654.85it/s]
Movie Vector: [-0.5188686440847279, -0.8277123532067743] User Vector: [0.9132526397424188, -0.5763502606963772] Predicted: 0.0031940716623888865 Movie Vector: [0.8685024999923132, 0.3597466091337533] User Vector: [2.176399751179262, -0.7324000966341194] Predicted: 1.6267301735884796 Movie Vector: [1.6066871987455473, -0.7661604459761993] User Vector: [1.974776379682519, -0.38304654402409627] Predicted: 3.4663230406201238 Movie Vector: [1.9545884343700684, -0.49764645284415737] User Vector: [1.6530590403307914, 0.5458813205623867] Predicted: 2.9593941787096933 Movie Vector: [2.062899216042077, 0.14579787577056288] User Vector: [2.023590754071531, -0.6443928205498103] Predicted: 4.080512675766193 Movie Vector: [2.0348633075172806, -0.0387426630918287] User Vector: [1.6026801246039641, -0.28741257361818606] Predicted: 3.272370107751875 Movie Vector: [-0.8491765200047297, 0.4875078965969941] User Vector: [1.9737307232859258, 0.09599856704366289] Predicted: -1.629245727530579 Movie Vector: [2.3036346406884385, -0.3699229887683416] User Vector: [1.7674752128549938, -0.08939603772954696] Predicted: 4.104686776351897 Movie Vector: [1.9695925292273244, 0.02008310560699268] User Vector: [1.6304337703120615, -0.16577793582776357] Predicted: 3.2079608376140376 Movie Vector: [2.201176435730211, 0.0321187282426674] User Vector: [1.9351058766928952, -0.5773129891355536] Predicted: 4.240966897410445 Movie Vector: [1.5665909972325864, -0.32177969097703807] User Vector: [1.6912216622559908, -0.33063718384741086] Predicted: 2.7558449612589033 Movie Vector: [2.2147990310154007, -0.05670173419877614] User Vector: [2.0050770132257987, -0.8064005942038498] Predicted: 4.486566938154034 Movie Vector: [2.09870627801871, -0.05018543047399547] User Vector: [1.6364130391923113, -0.15516914943542093] Predicted: 3.442137549345281 Movie Vector: [2.1594610216112797, -0.06108707800341214] User Vector: [1.5119259529683837, -0.581799460223299] Predicted: 3.300485592006717 Movie Vector: [2.2478990587919827, -0.39592383167673545] User Vector: [2.0636755160420637, -0.5984902002263104] Predicted: 4.875890783457591 Movie Vector: [1.6756468569162175, 1.2940178953920725] User Vector: [2.0302307008214613, 0.15382151674465522] Predicted: 3.6009974880102265 Movie Vector: [1.9429372799455842, -0.5234360556210979] User Vector: [1.9345371027385638, -0.2129303941957523] Predicted: 3.870139702008346 Movie Vector: [1.864276811053722, -0.07192457145207637] User Vector: [0.8144722333902141, -0.26572240302335753] Predicted: 1.537513667919182 Movie Vector: [1.3490283769192435, -1.2371616923450628] User Vector: [1.710837200049453, -0.4545786598705208] Predicted: 2.8703552353051407 Movie Vector: [1.7925537594750753, -0.8527357140461032] User Vector: [-0.4409111723845166, -1.4417574866920297] Predicted: 0.4390811202432149 Movie Vector: [1.5068477546584573, -0.8772816708031789] User Vector: [1.584001197445154, -0.4302240579038061] Predicted: 2.7642763280841125 Movie Vector: [1.7833880205392048, -1.194098958695663] User Vector: [0.7596247751446255, -2.160455355222542] Predicted: 3.934503214077418 Movie Vector: [2.3484661677617455, 0.2132545432218679] User Vector: [1.8016595820776187, -0.5867013567831455] Predicted: 4.106019844484614 Movie Vector: [2.145357063122335, -0.2581771697580135] User Vector: [1.6929207045075982, -0.4027468279669354] Predicted: 3.7358994268949366 Movie Vector: [1.3533463341037248, -0.8804640587740233] User Vector: [1.92890572608595, -0.17768372211749894] Predicted: 2.7669216243837527 Movie Vector: [1.946252028063729, 0.023662344191810777] User Vector: [1.5307017259087574, -0.6605165036191276] Predicted: 2.963501969557562 Movie Vector: [2.1357146222684515, 0.06535290590743373] User Vector: [1.8250157713825048, -0.5767846693369538] Predicted: 3.860018314588125 Movie Vector: [2.335932054874708, -0.27672586874607563] User Vector: [1.8227000629092933, -0.42541501396406123] Predicted: 4.3754268426887934 Movie Vector: [1.9374573512403455, -0.5061339789442106] User Vector: [1.674842819464757, -0.060439031870338] Predicted: 3.2755267804281707 Movie Vector: [2.16547662289502, -0.26296362482171765] User Vector: [2.228567465695773, 0.008112394108598167] Predicted: 4.823777484947817 Movie Vector: [1.9103090834547052, 0.38583835514052583] User Vector: [1.8717938862560013, 0.023869105082159947] Predicted: 3.5849144795133996 Movie Vector: [2.0800459645681464, 0.6939431103291452] User Vector: [2.24573972385057, 0.006027089098598686] Predicted: 4.675424307021075 Movie Vector: [1.9400571215000428, -0.20752926910172356] User Vector: [2.217628722626951, -0.05668580487593104] Predicted: 4.314090359829804 Movie Vector: [1.6117347970862326, -0.12222221552771272] User Vector: [1.878110960831249, -0.5092343914578612] Predicted: 3.0892565439076685 Movie Vector: [1.724054757096381, 0.5173782085413475] User Vector: [1.9388012278508615, -0.29563715538441404] Predicted: 3.189643258109534 Movie Vector: [1.8122459899189702, -0.37691207073081207] User Vector: [1.9079252316785267, -0.21555492903693357] Predicted: 3.538875104834176 Movie Vector: [1.7042092255830465, -0.4452394861769871] User Vector: [1.479235332939988, 0.8549637193531751] Predicted: 2.1402628940999637 Movie Vector: [2.0667374522289954, -0.129062290811716] User Vector: [1.6838109889475428, -0.4630552506558353] Predicted: 3.539758204754665 Movie Vector: [1.8263181888147189, -1.139866089798463] User Vector: [1.4939612901744428, -0.3932482094378533] Predicted: 3.176698976442862 Movie Vector: [2.1245687457940714, 0.07243005633789924] User Vector: [1.945732191635583, 0.24823744827332045] Predicted: 4.151821654397973 Movie Vector: [2.1943335715645573, -0.28234273032934964] User Vector: [2.0676693432376316, -0.3433054415949253] Predicted: 4.634086050478009 Movie Vector: [1.8570473048475435, -0.7576729432805926] User Vector: [1.5693998950040262, -0.011506785815289852] Predicted: 2.9231682255216147 Movie Vector: [2.198833501801945, 0.08190478960658126] User Vector: [1.6127252329076707, -1.4231426836578636] Predicted: 3.429552069233588 Movie Vector: [1.8517840678000783, 0.09319388007737253] User Vector: [1.6536456340265548, -0.08597454460380718] Predicted: 3.0541823374780193 Movie Vector: [1.760856113441401, -1.1597461848611494] User Vector: [1.7523433562948758, -0.15038048637668266] Predicted: 3.260027707133177 Movie Vector: [1.368589873430486, -0.8480083630422524] User Vector: [1.6335119647321175, -0.4274667053587172] Predicted: 2.598103274126224 Movie Vector: [1.8788623150439254, -0.9559428025879921] User Vector: [1.9104977133585352, 0.0024370076038667463] Predicted: 3.5872325167281747 Movie Vector: [1.9982124053286736, -0.2824531800363024] User Vector: [1.8046499875565636, 0.3330175984039252] Predicted: 3.512012112734521 Movie Vector: [2.2687569293090557, -0.2139542046882225] User Vector: [2.6950584671824416, -0.24642484210871402] Predicted: 6.167156203421997 Movie Vector: [0.3274349106301629, -1.39848957929716] User Vector: [0.9562464719117524, -0.8431435775598544] Predicted: 1.492235985139616 Movie Vector: [1.6407231525468733, 0.6438692769531941] User Vector: [1.7912134849185268, -0.3547740341034655] Predicted: 2.7104573350400303 Movie Vector: [1.8070567794760806, 0.151387531167992] User Vector: [1.605087064745774, -0.3883495436924633] Predicted: 2.8416921833483952 Movie Vector: [1.4682045282480871, -0.18265575072685647] User Vector: [1.2302447449602258, 0.05739841863704778] Predicted: 1.7957667541573321 Movie Vector: [1.9178787639673858, -0.08941226366679626] User Vector: [1.1653499693116325, 0.19158504422375014] Predicted: 2.217869906244076 Movie Vector: [1.7309097640340005, -0.012003489402708394] User Vector: [1.7878973303819392, -0.5691673561278616] Predicted: 3.10152094057607 Movie Vector: [0.8570925803193965, -1.3247212531673933] User Vector: [1.9927719046125894, -0.7152104260811489] Predicted: 2.6554444656290075 Movie Vector: [2.2260323702358886, -0.2505302993044185] User Vector: [2.18108453052407, -0.654696587482533] Predicted: 5.019186099182906 Movie Vector: [2.116669512650169, 1.0234703784303083] User Vector: [1.8657478848831182, -0.5071300724078146] Predicted: 3.430139059103017 Movie Vector: [2.1239344035019077, -1.1336328359783168] User Vector: [2.2321158494534306, -0.47230005377743334] Predicted: 5.276282494652449 Movie Vector: [2.271597714303234, 0.5941560290651235] User Vector: [2.0850136172397473, -0.808046020770497] Predicted: 4.256206752210056 Movie Vector: [2.2667748222475064, -1.5088827506689257] User Vector: [0.4594102437431098, -1.1769167501155575] Predicted: 2.8172089568221663 Movie Vector: [2.1646218064963123, -0.3041712713706291] User Vector: [1.6715811809073216, 0.2310736278710175] Predicted: 3.5480551163510947 Movie Vector: [1.6178885359048214, -0.5325758344610462] User Vector: [2.085038143813159, -0.3797438201051779] Predicted: 3.575601691673519 Movie Vector: [1.0981798293299776, 0.4840177933291358] User Vector: [1.7946532548159504, -1.1069705176353117] Predicted: 1.4350585778540144 Movie Vector: [2.2103405912558047, 0.1400325384485419] User Vector: [1.7958793832094548, -0.1312975106038377] Predicted: 3.9511191740054667 Movie Vector: [1.9973678443752476, -0.6637014612524011] User Vector: [2.2447645106584706, 0.3968301029187047] Predicted: 4.220243732607882 Movie Vector: [1.601779668964104, -0.05225951692454706] User Vector: [1.9635005974956794, -0.22090063445874286] Predicted: 3.1566394975125895 Movie Vector: [1.54178934654119, -0.42278517898700557] User Vector: [1.6339441990606498, -0.2643208413556558] Predicted: 2.630948693177034 Movie Vector: [1.5384051967110786, -0.5235631950747515] User Vector: [1.8820583377655058, -0.026999766894390306] Predicted: 2.9095044115533693 Movie Vector: [2.25087129030702, 0.32158008938688454] User Vector: [2.356398869478002, -0.34162575812142365] Predicted: 5.1940905219864035 Movie Vector: [1.273699435716445, -0.6705038283010424] User Vector: [2.034527943054202, 0.011283678595616957] Predicted: 2.583811343321797 Movie Vector: [0.5960395275376764, 0.20338106415314924] User Vector: [2.424425886053803, 0.17033660254311675] Predicted: 1.4796968991630723 Movie Vector: [1.9647781897221104, -0.04052922332044019] User Vector: [2.190649575435492, -0.9090209747615909] Predicted: 4.340982421228732 Movie Vector: [2.2399059535902244, -0.3624099278156306] User Vector: [0.8735029151879051, -1.2105736997769185] Predicted: 2.3952883073594595 Movie Vector: [1.5868646167550318, -0.9146762035438976] User Vector: [1.6688980820292492, -0.7759120924358853] Predicted: 3.358023642335609 Movie Vector: [0.5693924909734636, 0.4597554428574082] User Vector: [0.9371638043823718, -0.27045589464438197] Predicted: 0.409270463411822 Movie Vector: [2.3029833689603176, -0.4498279075032119] User Vector: [1.5999851833037375, -0.43952988045738645] Predicted: 3.8824520741427158 Movie Vector: [1.654533656565872, -0.8330751741877591] User Vector: [1.8271649059366486, -0.2622208590878059] Predicted: 3.2415555208284386 Movie Vector: [1.6501649737811483, 0.01570326694051976] User Vector: [1.4737079936094815, -0.9003054149332705] Predicted: 2.417723576376966 Movie Vector: [1.329988281145847, -1.3052543713808755] User Vector: [1.736062090118873, -2.2320934876143443] Predicted: 5.222392017239073 Movie Vector: [1.5301763694879806, 1.3217019266544072] User Vector: [2.083613436680552, -0.6912495460805961] Predicted: 2.274670187102513 Movie Vector: [2.1271957195621947, -0.2526743948577393] User Vector: [2.133131639614625, 0.5529986004569141] Predicted: 4.397859906323289 Movie Vector: [2.015482842874693, -0.2789713070852605] User Vector: [1.6421641923023969, 0.20188136391154923] Predicted: 3.2534346468020994 Movie Vector: [2.423541247496427, -0.3320276165879954] User Vector: [1.579093346174305, -0.6069116802809745] Predicted: 4.02850929678369 Movie Vector: [2.0258479909095235, -1.2539965895619822] User Vector: [1.7198912150811219, -0.9935522038052746] Predicted: 4.730149237778636 Movie Vector: [1.5909763761077729, -1.2591099321493195] User Vector: [2.315920220382571, 0.5329927397422028] Predicted: 3.013477907206093 Movie Vector: [1.7585317532265923, -0.9553666258139111] User Vector: [2.4738046877790474, -0.22555959392149047] Predicted: 4.565756202904982 Movie Vector: [1.8195080343657206, -0.32829130216504854] User Vector: [2.1121981104564633, -0.3640247735618169] Predicted: 3.962667599080574 Movie Vector: [1.9922526251002637, -0.44648840019954167] User Vector: [1.6507985804086023, -0.5876558219335728] Predicted: 3.5511893131338943 Movie Vector: [1.5073324366155727, 0.34801078830520193] User Vector: [1.7454763453909286, -0.46919215563299255] Predicted: 2.4677291808044988 Movie Vector: [2.041678145019485, -0.6087952426352445] User Vector: [1.188621381806169, -1.2998444020467153] Predicted: 3.2181213860686104 Movie Vector: [2.312805047023103, -0.018668927116532008] User Vector: [1.8247770844159659, -0.5269406287597166] Predicted: 4.230191066722403 Movie Vector: [1.4208144688749098, -2.524436964580797] User Vector: [2.1957903776655665, 0.12820983888341697] Predicted: 2.7961530827032934 Movie Vector: [1.9715844067893011, -0.6384720935841588] User Vector: [1.7586206749139097, 0.21949214552618507] Predicted: 3.327129490438159 Movie Vector: [2.087335289303445, -0.5068269400437652] User Vector: [2.0621034496350203, 0.32527535115117956] Predicted: 4.139442989721934 Movie Vector: [1.6581966147746379, -0.3916974645939472] User Vector: [1.833593139595477, -0.43466637226437005] Predicted: 3.2107156529114227 Movie Vector: [2.1778969715444987, 0.7349387243983068] User Vector: [1.5063581496976455, -1.0569141322882136] Predicted: 2.503925728105434 Movie Vector: [2.2139867688967523, 0.1850728485833125] User Vector: [2.014782414997965, -0.3238323777859694] Predicted: 4.400769028390983 Movie Vector: [1.156756032695039, 0.12592761764947533] User Vector: [2.053848424445671, -0.8835545551139165] Predicted: 2.2645376350298934 Movie Vector: [1.4442833448909578, -1.1196552768135482] User Vector: [2.0417488525659118, -0.29692504191582575] Predicted: 3.2813175522103086 Movie Vector: [2.0352383763221953, -0.2961075103435471] User Vector: [1.6416852271557816, 0.11502842917178041] Predicted: 3.3071599943678827 Movie Vector: [1.5449835616283083, 0.355568725886284] User Vector: [1.9407208342749729, 0.25286974052628713] Predicted: 3.0882943581185365 Movie Vector: [1.9110166478365103, -0.6955780264504696] User Vector: [1.8384690133397814, -0.576372999890757] Predicted: 3.914257284787235 Movie Vector: [1.5112873578824073, 0.07614432862319208] User Vector: [2.0323440697181474, -0.04793351474196661] Predicted: 3.0678060341337408 Movie Vector: [1.7031325148140488, -0.23010031707571782] User Vector: [2.0866852186717395, -0.3698398585227549] Predicted: 3.639001712815028 Movie Vector: [2.2352887141447706, -0.2709408177501893] User Vector: [2.0645316033351055, -0.9742098768292705] Predicted: 4.878777413618604 Movie Vector: [0.9841300220315794, 0.18546610266622124] User Vector: [1.6826409472512736, -0.030430711087605943] Predicted: 1.6502936071028533 Movie Vector: [1.5436713059658653, -0.2271233416637406] User Vector: [1.5050342952731535, -0.6750891929775555] Predicted: 2.476606769537865 Movie Vector: [2.0980083634162727, 0.06497384118631158] User Vector: [2.053969708935724, 0.09940553749716077] Predicted: 4.315704387157217 Movie Vector: [1.4616411492360784, -0.6823789632025014] User Vector: [1.842242208152672, -0.14990444253757532] Predicted: 2.7949886563737216
avg loss: 8.675337336166951: 81%|█████████████████████████████████████▏ | 56674/70000 [01:32<00:23, 574.97it/s]
Movie Vector: [2.3760178835601677, -0.03692288926620847] User Vector: [1.6824069903225687, 0.04882789992535705] Predicted: 3.995626229291016 Movie Vector: [2.124616591166935, 0.4487635436852184] User Vector: [2.152961285990408, 0.6961897464564084] Predicted: 4.886641846052414 Movie Vector: [1.8800234929804007, -1.1188958341539732] User Vector: [1.3148413593752877, -1.0701050483738839] Predicted: 3.6692687259005012 Movie Vector: [2.350456199080098, -0.30393797284069374] User Vector: [1.96783190219232, -0.8560881609441257] Predicted: 4.8855003934657955 Movie Vector: [2.247173045023322, 0.2784709080167238] User Vector: [1.751757241343762, -0.4355990404608789] Predicted: 3.8151999938437617 Movie Vector: [1.895292722965287, -1.0852538604696527] User Vector: [1.925832732646139, -0.21110647759146767] Predicted: 3.879120883608871 Movie Vector: [2.103971916694916, -0.6219489064042543] User Vector: [0.743401028079382, 0.6102550762957899] Predicted: 1.1845474085913372 Movie Vector: [2.148323943919594, 0.10442258786475861] User Vector: [1.8520313463994222, -0.6494088340977257] Predicted: 3.9109503353208024 Movie Vector: [1.7377544569527448, -0.5223680637708839] User Vector: [2.093980751997829, -0.0809884129536094] Predicted: 3.6811301450199414 Movie Vector: [2.2125464991892265, -0.13793129749282118] User Vector: [2.4021925610267534, -1.2594706586702156] Predicted: 5.4886831633826665 Movie Vector: [2.0325223093159313, -0.1444311880696894] User Vector: [1.6654611884192425, -0.8984806570135242] Predicted: 3.5148556495120324 Movie Vector: [2.2165553104820974, 0.3767481658043347] User Vector: [1.9885000022864134, 0.079726231359602] Predicted: 4.437656951392835 Movie Vector: [1.9867249545062795, 0.3556008137342774] User Vector: [1.7805652865583632, -0.21601774489166606] Predicted: 3.4606774020686046 Movie Vector: [1.3872643645546423, -0.42793589380326896] User Vector: [1.4022305215820268, -0.5742587076991658] Predicted: 2.1910103468351676 Movie Vector: [1.6038328468418503, 0.6897013945264286] User Vector: [1.042251852643363, -1.124066479721971] Predicted: 0.8963275373465407 Movie Vector: [1.8716196529796263, -0.5316947746138738] User Vector: [2.3068553251337667, -0.6204257342311484] Predicted: 4.647432884027741 Movie Vector: [1.8708362063536799, -0.227959907042498] User Vector: [1.385550295438633, -0.5782245313072437] Predicted: 2.7239496688371236 Movie Vector: [1.900410466863806, -0.9184180487017667] User Vector: [2.3066950439333795, 0.44798605760232457] Predicted: 3.972228924485137 Movie Vector: [2.452057328933352, -0.03471602347783604] User Vector: [1.9989102693095702, -0.49857229802155245] Predicted: 4.918751023344187 Movie Vector: [1.7921845476990352, 0.6956230432018076] User Vector: [1.4339500009735464, -0.7256458014513233] Predicted: 2.0651270932256223 Movie Vector: [1.5687936022617148, -0.5386014468702365] User Vector: [1.947357189945833, 0.08617063670790837] Predicted: 3.008589871296765 Movie Vector: [2.1537333460040426, 0.6398343080976] User Vector: [1.376057850664964, 0.26731490639530503] Predicted: 3.134698927185399 Movie Vector: [1.821413437105264, -0.08891441817638543] User Vector: [1.662902572513634, -2.160294524032437] Predicted: 3.220914420867219 Movie Vector: [2.22446198689023, 0.07126028307306306] User Vector: [2.293296859707475, -0.07186881308528838] Predicted: 5.096230297109432 Movie Vector: [1.6937881669227721, -1.2354485220618698] User Vector: [1.7098341906214847, -0.9016338058852066] Predicted: 4.010019072396544 Movie Vector: [1.9871993476532492, -0.2989516265991466] User Vector: [1.999934347053837, -0.6491067753888266] Predicted: 4.168319756153728 Movie Vector: [1.8325851739942072, 0.014324928325317336] User Vector: [1.9297535625739544, 0.09555865094169289] Predicted: 3.5378066390611353 Movie Vector: [1.7945999802505637, 0.15556019978716631] User Vector: [1.5295486542682273, -0.2279201166115547] Predicted: 2.7094726858664293 Movie Vector: [1.8995921550915216, -1.1348221084270782] User Vector: [2.0058480891698793, -0.23012576480290076] Predicted: 4.071445100109443 Movie Vector: [2.30269557604617, -0.457235806935019] User Vector: [1.9345822343404782, 0.25145697846742515] Predicted: 4.339778818054339 Movie Vector: [1.1769342096995286, -0.5609259681456564] User Vector: [1.7247437523151647, -0.4022258488746603] Predicted: 2.255528848758475 Movie Vector: [2.0070944169422757, -0.8976988286510745] User Vector: [1.915075437356569, 0.2305461667735796] Predicted: 3.636776194479019 Movie Vector: [1.700602133520232, -0.48569983556374857] User Vector: [2.1613677257541104, -0.1527432882691562] Predicted: 3.749813955735007 Movie Vector: [1.822197163047047, -0.49429292429446453] User Vector: [1.6379371662334592, -0.319692483734691] Predicted: 3.14266619022011 Movie Vector: [2.0238622670648976, -0.16999636769678808] User Vector: [2.136661918161729, -0.4939602664689519] Predicted: 4.408280884728288 Movie Vector: [1.7686274998641975, 0.10910195764100919] User Vector: [2.272760317993819, -0.008546765714003202] Predicted: 4.01873393013307 Movie Vector: [2.0387414481610033, 0.8126846418452791] User Vector: [1.674237488934042, -0.644921756981477] Predicted: 2.889219355664111 Movie Vector: [2.193369131835467, -0.29026910093021635] User Vector: [2.0326682086541292, 0.04049999858963447] Predicted: 4.446635805946974 Movie Vector: [1.962198403491388, 0.0409907267159064] User Vector: [1.692013728863399, -0.35189483721201353] Predicted: 3.3056422123563753 Movie Vector: [1.5397672653481207, -2.5174914387119864] User Vector: [1.3118862134257745, -1.450902844702988] Predicted: 5.672634937237145 Movie Vector: [1.5822248024881125, -1.0383068433298546] User Vector: [1.9070399184192506, 0.17142849438210345] Predicted: 2.8393704793991734 Movie Vector: [2.1813709859022303, -1.0333818582897294] User Vector: [2.0801908389622095, -0.5325587944466995] Predicted: 5.08800453790565 Movie Vector: [1.6507361873315767, 0.0070861039825552835] User Vector: [1.5250286859239839, -0.39620123176289856] Predicted: 2.5146125154471535 Movie Vector: [2.1993584873176246, -0.023224621920801675] User Vector: [1.949008487564191, -0.48832450373180925] Predicted: 4.297909510952225 Movie Vector: [2.007196802909361, 0.2669040760830887] User Vector: [1.812370876084135, 1.0350553176887165] Predicted: 3.9140455114247086 Movie Vector: [-0.9911632537841797, -0.4255962371826172] User Vector: [2.005723326242387, -0.21877943602685884] Predicted: -1.8948875534832659 Movie Vector: [1.4911451187303535, -1.3693183879895579] User Vector: [1.6175383699202635, 0.18221394732778443] Predicted: 2.1624755360415575 Movie Vector: [1.6658554153187852, -0.5903490670950382] User Vector: [1.8812322142481441, -0.6531008085585874] Predicted: 3.519418324628997 Movie Vector: [2.1369872009330746, -0.713022665000291] User Vector: [1.9457371850389509, 0.03755773542171455] Predicted: 4.13123594420602 Movie Vector: [2.329754272008257, -0.20467689568036904] User Vector: [1.963778075158318, -0.13637403686439933] Predicted: 4.603032974393049 Movie Vector: [2.270553745744024, -1.5185635934908448] User Vector: [1.8190949536730647, -0.005571530290254437] Predicted: 4.138813583985241 Movie Vector: [1.5989189694057724, -0.09609210296210831] User Vector: [1.8886902520113933, 0.04833861558127556] Predicted: 3.015217712047304 Movie Vector: [1.727813214731756, 0.01838227116292208] User Vector: [1.8917168594108797, -0.055018841340611066] Predicted: 3.2675220169603802 Movie Vector: [1.7813219598918164, -0.24949656174422166] User Vector: [1.6627485384133307, -0.6473302064044927] Predicted: 3.123397146064786 Movie Vector: [1.9543436873192923, 0.522145950765022] User Vector: [1.4536317873982048, -0.5182559996487528] Predicted: 2.570290835712066 Movie Vector: [1.350374435953164, 0.21070471368580526] User Vector: [1.8225309683196953, -0.9317305065708855] Predicted: 2.2647792187325333 Movie Vector: [1.7003839674333445, 0.32518198854273583] User Vector: [1.2334799333797837, 0.06680487475028254] Predicted: 2.119113244885379 Movie Vector: [0.654999698731965, -1.2489709082579905] User Vector: [2.1335581509706913, -0.6481094045781041] Predicted: 2.206949737799391 Movie Vector: [1.5080666187215683, -0.5596622196225896] User Vector: [1.9704397647384402, -0.1805254581673881] Predicted: 3.0725877120199674 Movie Vector: [1.634720683332457, -0.8042265587541377] User Vector: [2.262988138523178, -0.915706317445036] Predicted: 4.4357888566881 Movie Vector: [2.087428900395092, -0.5867177301252195] User Vector: [1.630909556370916, -0.4721050120349786] Predicted: 3.68140012294109 Movie Vector: [2.3410498396035146, -1.518779509169952] User Vector: [1.9002066571383083, -0.1246880255971069] Predicted: 4.637852108222911 Movie Vector: [2.004842902547098, 0.03300373612554562] User Vector: [1.9866582831264181, -0.38353910104362815] Predicted: 3.9702795354277294 Movie Vector: [2.088171704748114, 0.0663608181611728] User Vector: [2.2123619425292795, -0.22322538340049766] Predicted: 4.604978189974417 Movie Vector: [0.8857253448158785, 0.04000319217931121] User Vector: [1.636197125771968, -0.6687019782862551] Predicted: 1.422471049663055 Movie Vector: [2.2055065157988984, -0.3236004698709808] User Vector: [1.468478653624042, 0.8577739954036194] Predicted: 2.9611631709236983 Movie Vector: [2.231631531981607, -0.3537374755331027] User Vector: [1.7812238935462679, -1.1690719178977576] Predicted: 4.388579955310696 Movie Vector: [1.376228286236417, -0.4885627373151004] User Vector: [1.8268144609968542, -0.6990996580533405] Predicted: 2.855667777524195 Movie Vector: [2.0567948172019523, -0.021601363907287507] User Vector: [1.9359739723418632, -1.3169078769132654] Predicted: 4.010348238832197 Movie Vector: [1.8945178910531428, 0.18105921052034335] User Vector: [1.9316001037895314, -0.7692789110195299] Predicted: 3.520165922690229 Movie Vector: [2.203087136064923, -0.046989610763952895] User Vector: [1.8420562409201844, -0.1581796451329855] Predicted: 4.065643208234945 Movie Vector: [2.1233964686596516, -0.3098701201510125] User Vector: [1.4982137931423913, -0.430119000965182] Predicted: 3.31458290416405 Movie Vector: [1.530317818908096, -0.05675427592874759] User Vector: [1.5937702861734935, -0.6857482600357232] Predicted: 2.4778942141452784 Movie Vector: [1.9427534002863778, -0.9086695542230256] User Vector: [1.7295730746457876, 0.340155674293211] Predicted: 3.0510448668854244 Movie Vector: [0.9514471378107785, 1.2544347049416347] User Vector: [2.0268227858122256, 0.2510019605143648] Predicted: 2.2432803086883197 Movie Vector: [1.3430543736585414, 1.9916346132338785] User Vector: [0.8771622805941572, -1.547849422649268] Predicted: -1.9046738488620734 Movie Vector: [2.1597205014992675, -0.11023460273782365] User Vector: [1.9089200716108352, -0.26947561512243456] Predicted: 4.152439351761923 Movie Vector: [1.9692717141129885, -0.7523146100975143] User Vector: [1.9142591973648178, -0.17541028336224804] Predicted: 3.9016602097859323 Movie Vector: [1.73703055535661, -0.23610833707139292] User Vector: [1.8645953395693124, -0.08410049870736226] Predicted: 3.2587159071041003 Movie Vector: [1.8963644488207057, -0.2708221052091417] User Vector: [1.9282439676229002, -0.06454563128134999] Predicted: 3.6741336925987196 Movie Vector: [1.539132196902452, -1.1538949704852661] User Vector: [1.5395429898629716, -0.37249500464388696] Predicted: 2.7993802966030317 Movie Vector: [2.1382479835357993, 0.09271151148313046] User Vector: [1.397255086719766, -0.3328906426862033] Predicted: 2.9568150770216493 Movie Vector: [0.14335373123553913, 1.193873702048342] User Vector: [2.386549220869029, 0.4770964503027335] Predicted: 0.9117136409458915 Movie Vector: [2.042674781923398, 0.3116502656122429] User Vector: [1.883535100781287, -0.5709207597600585] Predicted: 3.6695220448107153 Movie Vector: [2.3332985895690124, -0.20505128392749009] User Vector: [1.8428357843082863, -0.5990742564198966] Predicted: 4.422727081780636 Movie Vector: [2.0992091539925815, -0.7714770344274144] User Vector: [2.03324427761908, -0.21867039300684055] Predicted: 4.436904186195001 Movie Vector: [1.7947551861742315, 0.506597488250489] User Vector: [1.6528570863400376, -0.645944784039243] Predicted: 2.639239822570827 Movie Vector: [2.1985696455812636, -0.11352453773078915] User Vector: [1.6844008780408122, -0.6408704192095295] Predicted: 3.776027159537056 Movie Vector: [2.5657711922365656, -1.1732795597813888] User Vector: [1.855400395103329, 0.06486999355261312] Predicted: 4.684422246342032 Movie Vector: [1.9158027805349345, 0.26546567480513233] User Vector: [1.3714392253625987, -0.638634228816373] Predicted: 2.4578716147779494 Movie Vector: [0.6893808545544857, -0.8958295516874115] User Vector: [2.133666375206113, -0.15888819474191426] Predicted: 1.6132454893378334 Movie Vector: [1.3160736688089665, -1.509212953130625] User Vector: [1.4014103900712582, -0.33271047440948603] Predicted: 2.346490271189117 Movie Vector: [1.5356624934996324, -0.2418208864871716] User Vector: [1.6852809862705387, -0.21116120409802203] Predicted: 2.6390859911904174 Movie Vector: [1.5845569800558796, -0.3376211422499785] User Vector: [2.1454114335591825, -0.6402601228296118] Predicted: 3.6156920161447386 Movie Vector: [1.8028801302897985, -1.1237265878872629] User Vector: [1.5785525974434038, -0.4055940620123987] Predicted: 3.3017179439205915 Movie Vector: [1.2334867554118092, -0.18702844042343572] User Vector: [1.3700609363214031, 0.77452846314642] Predicted: 1.5450931685337175 Movie Vector: [1.9731629382367557, -0.7819583852536731] User Vector: [1.8409404776897476, -0.6767485546270285] Predicted: 4.161664729076188 Movie Vector: [1.9115583320287473, -0.07120430196299672] User Vector: [1.8192249063506247, -0.10822937852150868] Predicted: 3.485260924918267 Movie Vector: [1.4382845952851195, -0.2429294367637907] User Vector: [2.032277187335207, -0.21124070589718705] Predicted: 2.9743095575987883 Movie Vector: [2.0616684642188274, -0.06118153754505607] User Vector: [2.183150034554326, -0.5385268734780071] Predicted: 4.533879481027614 Movie Vector: [2.259424510609201, -0.3992663484203633] User Vector: [1.7870263517468057, 0.5644706174281608] Predicted: 3.8122770180301426 Movie Vector: [1.4135789590232355, 1.086304277632903] User Vector: [1.6006330235130939, -0.7606180600553665] Predicted: 1.4363585108728687 Movie Vector: [1.8283765279250723, -0.9560072016428748] User Vector: [1.7098752270228743, 0.1925091998532708] Predicted: 2.9422555493269433 Movie Vector: [1.7736892680703091, 0.551381106368046] User Vector: [1.523370191450691, -0.1668696180559547] Predicted: 2.609976605251397 Movie Vector: [2.2672728595143576, 0.012399743123770974] User Vector: [2.056248810379846, -0.8077106587289242] Predicted: 4.652061715496339 Movie Vector: [2.149732332877585, -0.3635521507887776] User Vector: [1.5168080660259124, -0.14683397487648506] Predicted: 3.314113149680634 Movie Vector: [2.1981573824882044, -0.544632415785277] User Vector: [1.8197247351732775, 0.6540770814068593] Predicted: 3.6438097797611317 Movie Vector: [1.9510347165819197, 1.419435650477891] User Vector: [2.1864082831405613, -0.7488854472320856] Predicted: 3.2027637631042047
avg loss: 8.655208140856494: 81%|█████████████████████████████████████▎ | 56838/70000 [01:32<00:18, 703.50it/s]
Movie Vector: [1.5245578224802454, -0.3397926565295396] User Vector: [2.140762412518269, -0.5215720111415587] Predicted: 3.440942421313654 Movie Vector: [1.6767752467769963, -0.6517582649716164] User Vector: [1.7832363410849212, -0.4207399496003469] Predicted: 3.264307295440144 Movie Vector: [0.6384412232233326, -1.3883299655582486] User Vector: [1.7519582164750733, -0.3166929826214641] Predicted: 1.5581967044179104 Movie Vector: [1.6197673966588415, -0.7850480472562401] User Vector: [1.7389313480959225, -0.6640620559185921] Predicted: 3.337984922929637 Movie Vector: [2.372016852170569, -1.5208115069219448] User Vector: [2.1572750942248793, 0.0436898046160426] Predicted: 5.050648920674017 Movie Vector: [1.6513250152763352, 0.24351112331834973] User Vector: [1.938357939016396, -0.1494390514765132] Predicted: 3.1644688819645816 Movie Vector: [1.7450481337437143, -0.15845450290307941] User Vector: [1.9713429049862607, -0.14615876609834041] Predicted: 3.4632477719422265 Movie Vector: [1.950598412000252, 0.2998496348861417] User Vector: [1.7051394827209012, 0.10579644836074431] Predicted: 3.3577653936475405 Movie Vector: [1.984800042858189, 0.21350517430955362] User Vector: [1.9897207280175508, -0.8080745016287092] Predicted: 3.7766696989197186 Movie Vector: [1.854498311416881, -0.1502868229149998] User Vector: [2.3871187489234713, 0.4818395746073269] Predicted: 4.354493550207705 Movie Vector: [0.3690307829809092, 0.9794396706511201] User Vector: [1.9350161831619879, -1.3168978177899888] Predicted: -0.5757414277844066 Movie Vector: [1.8667473466911622, -1.6726193340777358] User Vector: [2.2775103973222484, -0.06309138955917665] Predicted: 4.357064369253351 Movie Vector: [1.586662880464238, -1.1655982879314097] User Vector: [2.002995212109999, 0.23787252404771192] Predicted: 2.9008143460265927 Movie Vector: [2.0085063028626093, -0.20927892940285792] User Vector: [2.0989836995481745, -0.7963210709160455] Predicted: 4.382475211330633 Movie Vector: [2.243436859548189, -0.6974415157461253] User Vector: [1.8866782229537986, 0.4140000524511595] Predicted: 3.943902643380916 Movie Vector: [2.2954336602508594, -1.5280212329087641] User Vector: [1.52157527428276, -1.2937103390171247] Predicted: 5.469491968445843 Movie Vector: [2.2824765115472623, -0.2861701726023057] User Vector: [1.9522100091844206, -0.22053226875753384] Predicted: 4.518983248985627 Movie Vector: [1.7358113752758948, -0.66568735398632] User Vector: [1.239922696803992, -0.22250460176404308] Predicted: 2.3003904211732196 Movie Vector: [1.8378692086450883, -0.26886404789508517] User Vector: [2.182518611662001, -0.015064682899676366] Predicted: 4.015234105293081 Movie Vector: [2.0550885446206633, -0.24807156333319078] User Vector: [1.9725075447785465, -0.765369383954699] Predicted: 4.243544039057225 Movie Vector: [1.6822534696364881, -0.6342611561516986] User Vector: [1.9371447238086967, -0.07334917599434251] Predicted: 3.3052909659841427 Movie Vector: [1.8809650227986077, 0.029094502046912094] User Vector: [2.6113793354167174, -0.5072527885566845] Predicted: 4.897154923882955 Movie Vector: [1.869115645617191, -0.40255912108264347] User Vector: [2.1787015367814466, -0.7414052583945623] Predicted: 4.370704578713784 Movie Vector: [1.3524971698019144, -0.3260090666548237] User Vector: [2.1909881111627163, -0.7263573816886624] Predicted: 3.2001043114793783 Movie Vector: [1.987396417266752, -0.051628827311949975] User Vector: [1.8048211881282779, -0.7432744905360801] Predicted: 3.625269553410527 Movie Vector: [1.628470060484373, -0.5191784887695818] User Vector: [1.7273483374142027, -0.4852934296057215] Predicted: 3.0648889608989935 Movie Vector: [1.7472107663700103, -1.119043025349455] User Vector: [2.0147603072859948, 0.6916583405477204] Predicted: 2.746215458630336 Movie Vector: [1.133117862643989, -0.17525916612449854] User Vector: [2.3367395942133067, -0.3444344622548527] Predicted: 2.7081666711898897 Movie Vector: [1.6269058828891023, -0.9560962433128829] User Vector: [2.0475502716165925, -0.5890229409022694] Predicted: 3.89433420342598 Movie Vector: [1.407935711919546, -1.2045919498126223] User Vector: [1.8941048839152383, -0.26871943101019563] Predicted: 2.9904751715386 Movie Vector: [1.802634600514383, 0.001254219139271582] User Vector: [1.6798973122526237, -0.1744148254453906] Predicted: 3.028022265965448 Movie Vector: [1.7298004177990225, -0.251833792855144] User Vector: [1.5981225048865828, -0.15494663142694728] Predicted: 2.803453774529207 Movie Vector: [2.0908997295342218, 0.17834602675852934] User Vector: [1.8210112469493789, -0.26249639009359527] Predicted: 3.7607367355135826 Movie Vector: [2.0059293589007825, -0.18992235405182914] User Vector: [2.0393477443707493, 0.3158387756216961] Predicted: 4.030802669674453 Movie Vector: [2.2303957384461994, 0.6016993734454994] User Vector: [1.815643963407281, 0.052728563802450806] Predicted: 4.081331302321782 Movie Vector: [2.443233049712086, -0.17822790603727884] User Vector: [2.251531610534973, 0.7044382651477323] Predicted: 5.375465886400714 Movie Vector: [1.9330963901686955, -0.7582305325470536] User Vector: [1.594432981184658, -0.10380073325037217] Predicted: 3.1608975255451783 Movie Vector: [2.3605954181137894, -0.30834895193209494] User Vector: [1.4561021606187319, -0.8209757033268918] Predicted: 3.690415086344729 Movie Vector: [1.4051065988172655, -1.4477843456535062] User Vector: [1.5608604347578114, -0.6845277457314773] Predicted: 3.1842238511465037 Movie Vector: [1.132306623473966, 0.13644562210881295] User Vector: [1.8387479503157387, -0.44231717063077625] Predicted: 2.021674241525564 Movie Vector: [2.08652922531409, -0.03686898094946777] User Vector: [1.9005567359868858, -0.13081982559077424] Predicted: 3.9703903676617114 Movie Vector: [2.017232274618884, -0.6036556140130611] User Vector: [0.23092461564152875, -1.3965899203509504] Predicted: 1.3088879335699577 Movie Vector: [2.295308232984233, -0.36950185253295736] User Vector: [2.203080398313473, -0.11968932030755802] Predicted: 5.100974001757151 Movie Vector: [2.236884118350167, -0.2810198077017377] User Vector: [1.979942586140995, -0.8576541959676734] Predicted: 4.669919943409372 Movie Vector: [2.640975724928452, 0.36560305563334605] User Vector: [1.514393697695971, -0.08651337949396842] Predicted: 3.967847437703534 Movie Vector: [2.00921920888343, -0.04824365739712228] User Vector: [1.3278951022192462, 0.9026277816807347] Predicted: 2.624486281304605 Movie Vector: [0.12671415709147715, -0.7165770173619035] User Vector: [1.9585553064341026, 0.003522727332733927] Predicted: 0.2456523793267673 Movie Vector: [1.8286433015283503, 0.05534315764120752] User Vector: [1.9455304600737497, -0.22337608829654515] Predicted: 3.54531890566536 Movie Vector: [2.175134230060489, -0.5700912742424006] User Vector: [1.70387652022465, -0.1437282308790432] Predicted: 3.788098353223429 Movie Vector: [1.5284661116052223, 0.315406047902737] User Vector: [1.78739985589357, -0.31252549361561155] Predicted: 2.633407676811227 Movie Vector: [2.227319960730316, 0.013064423952405653] User Vector: [2.2274254563732936, -0.14763579876924526] Predicted: 4.9592604033533965 Movie Vector: [2.273931813270468, -0.8700166061015888] User Vector: [1.624469607800652, -0.8255390226404988] Predicted: 4.412165779551012 Movie Vector: [2.0552316396433885, -0.16402265314413983] User Vector: [1.8896948181920292, 0.4316278975494835] Predicted: 3.812963826691326 Movie Vector: [2.2145311781725896, 0.07157150114868754] User Vector: [1.8673009780852585, -0.3168860406595592] Predicted: 4.112516225378908 Movie Vector: [1.972756913033653, -0.426336629370595] User Vector: [1.7794137280029763, -0.5174685551682593] Predicted: 3.730966532680563 Movie Vector: [1.2834518783250286, -0.15430319422994476] User Vector: [1.6674259495804187, -0.13243122347340652] Predicted: 2.160495527754609 Movie Vector: [-1.535329818725586, 0.5454540252685547] User Vector: [1.040331217928444, -0.3088706582488419] Predicted: -1.765726284065825 Movie Vector: [2.184025819395086, -0.0550588669765968] User Vector: [2.001411844036294, -0.8828047652307389] Predicted: 4.419741372753542 Movie Vector: [2.2745204768115888, -0.39449796358115413] User Vector: [2.077384237605474, 1.0148486128093395] Predicted: 4.324697275542838 Movie Vector: [1.9869406156020855, 0.3145834260301115] User Vector: [1.6459203342832065, -0.49217750714835706] Predicted: 3.1155150758189745 Movie Vector: [1.278923872513021, -0.6505756945997659] User Vector: [2.004000920554577, -0.22653937572966917] Predicted: 2.7103456295548454 Movie Vector: [1.6314237723746228, -0.6398738336695516] User Vector: [1.667439070438326, -0.9279529588223981] Predicted: 3.3140725557260198 Movie Vector: [1.8109013121814101, -0.21211666570204915] User Vector: [1.6090492548562016, -0.49446918231073916] Predicted: 3.0187145612277884 Movie Vector: [1.8797128907239318, -0.16465186214227884] User Vector: [1.753324777269875, -0.35061403684777726] Predicted: 3.3534764395200587 Movie Vector: [1.7750807698293423, 0.06436641984059696] User Vector: [1.87248243616754, -0.07985739422805221] Predicted: 3.3186674297199406 Movie Vector: [1.776632887024197, 0.23651667941667204] User Vector: [2.2680458172888542, -0.6351901262125571] Predicted: 3.8792517288230006 Movie Vector: [2.1708974567958, -0.386704279401409] User Vector: [2.201356156283629, -0.10026134582300672] Predicted: 4.817689972666209 Movie Vector: [0.6528041613195164, 0.20736926396516372] User Vector: [1.8662627030069605, -0.04862912858326002] Predicted: 1.2082198720367745 Movie Vector: [1.0448610489813521, -0.19749325400994358] User Vector: [1.50512080185749, -0.21182202088140997] Predicted: 1.6144755200473027 Movie Vector: [2.2281938341747574, -0.26331801413211986] User Vector: [2.169670603626082, -0.2860896909824976] Predicted: 4.909779230483043 Movie Vector: [2.1196766326914065, 0.8326336649306018] User Vector: [1.8909635253198864, -0.4094390718120794] Predicted: 3.6673184429636523 Movie Vector: [1.8853888140378625, -0.5066266671711861] User Vector: [1.8718692962652668, -0.9671101731031702] Predicted: 4.019165236306068 Movie Vector: [1.5336561761169403, 0.32511080316518676] User Vector: [1.681993515313314, -0.6377205750506542] Predicted: 2.3722698945992247 Movie Vector: [2.1356065642868307, 0.5451050644897907] User Vector: [1.367763614574222, 0.0023974099774808667] Predicted: 2.9223117939977743 Movie Vector: [2.013312236112683, 1.3357131765464398] User Vector: [1.9006886506973326, -0.5807079217893248] Predicted: 3.0510204946305444 Movie Vector: [2.091413415737525, 0.007627302948862637] User Vector: [1.5014511271573276, -0.0908398688233814] Predicted: 3.1394621672117125 Movie Vector: [1.9662502477146484, -0.6493041584985509] User Vector: [1.649312046838808, -0.4604143947415088] Predicted: 3.541909201793815 Movie Vector: [1.8727215418133483, 0.016312424157365953] User Vector: [1.7996627347235254, 0.251529938390472] Predicted: 3.3743702343587687 Movie Vector: [1.3053229505549722, 0.35624863930916206] User Vector: [2.050242687466528, -0.740314969638494] Predicted: 2.4124926335636467 Movie Vector: [1.6366419042605096, -0.9588970243341693] User Vector: [2.0644145252790915, -0.7927190907922772] Predicted: 4.138843297129431 Movie Vector: [0.6278740880009357, -1.71007296190224] User Vector: [1.9495296340980688, -0.9233994117279787] Predicted: 2.803139508072573 Movie Vector: [1.6672953771794554, -0.01587114508770255] User Vector: [1.6697596272991369, -0.24709413790014384] Predicted: 2.7879041745096753 Movie Vector: [1.8580738996331265, -0.21576591699312422] User Vector: [1.872595876553722, -0.08049579746630318] Predicted: 3.496789772339497 Movie Vector: [2.0285607727240214, 0.1873321058683049] User Vector: [2.063411294969759, -0.7165747250233684] Predicted: 4.051517758720699 Movie Vector: [2.0777107064065237, -1.024450632433087] User Vector: [1.95017638336263, -0.2789358046911848] Predicted: 4.337658312617806 Movie Vector: [2.1861591920796566, -0.3635719851853601] User Vector: [1.8790991911465544, 0.3232204038685802] Predicted: 3.9904960856675737 Movie Vector: [2.179258401096904, -0.4018807517530001] User Vector: [1.7184172558524504, -0.40581514119924345] Predicted: 3.9079645354242425 Movie Vector: [1.53357610963702, -0.6159983338297854] User Vector: [1.8037673704150161, -0.39097760708600127] Predicted: 3.007056101140991 Movie Vector: [2.135334958624897, -0.2725468967087656] User Vector: [2.2367720761834406, 0.8074659195521516] Predicted: 4.5561852781784635 Movie Vector: [2.2170307487558385, -0.8306868850087006] User Vector: [2.142159485304306, 0.4355604948006773] Predicted: 4.3874190569998035 Movie Vector: [2.146625747276592, -0.10838606177400273] User Vector: [1.5492119980570647, -0.6725255073811114] Predicted: 3.3984707542067105 Movie Vector: [-0.5429035217045002, -0.4934508145257692] User Vector: [0.8492476263822724, -0.2409847141992783] Predicted: -0.3421454236522297 Movie Vector: [0.44879023827420816, -0.15696298607599077] User Vector: [-0.3384024791736998, 0.22892837914411285] Predicted: -0.18780501124894403 Movie Vector: [1.5761254467330055, 1.5803550428786757] User Vector: [1.446306971967322, -0.21000657145915325] Predicted: 1.9476762780619221 Movie Vector: [2.034805647796504, -0.709936166990264] User Vector: [1.7602538112687631, -0.4865203319733509] Predicted: 3.9271727763689923 Movie Vector: [2.323890337402792, -0.408144177602432] User Vector: [1.7082375718518947, -0.33876231535165874] Predicted: 4.108020653816924 Movie Vector: [1.9578501005085327, 0.21660752131276734] User Vector: [1.9184767589370386, 0.163923271510475] Predicted: 3.7915969288355287 Movie Vector: [0.26973182135640006, -1.250220286250974] User Vector: [1.2680343915352126, -0.6244770983961087] Predicted: 1.1227631626853078 Movie Vector: [1.5637928452586132, -0.15931482807851374] User Vector: [1.9856203408319848, 0.08066956643569406] Predicted: 3.0922470242851556 Movie Vector: [2.0426125782720947, -0.8074887834837478] User Vector: [1.9219056506058836, -0.7392712812504035] Predicted: 4.522661923741151 Movie Vector: [2.1420941511037594, -0.41116073886512594] User Vector: [1.7494331563954346, -0.26860173693205985] Predicted: 3.857889020679091 Movie Vector: [1.9720466195371882, 0.09905159663571834] User Vector: [1.8989044907780925, -0.21384898009023734] Predicted: 3.7235460989460654 Movie Vector: [1.857815034974367, 0.20778678900186068] User Vector: [1.1248914763802786, 0.09155836803596093] Predicted: 2.1088649168342375 Movie Vector: [1.9084434729589683, 0.6515693536407522] User Vector: [1.5855040866065975, -0.17766413740660067] Predicted: 2.9100844182589714 Movie Vector: [2.080926142815378, -0.33479270331281485] User Vector: [2.1120928425254166, -0.01845791778202628] Predicted: 4.401288788256153 Movie Vector: [1.0223723508734353, -0.06795643925806454] User Vector: [1.3480493066718917, -0.7589875142007069] Predicted: 1.4297864276618562 Movie Vector: [1.699522417664374, 0.001558391669411672] User Vector: [1.5107204569338066, -0.6705820169709852] Predicted: 2.5664582539542655 Movie Vector: [1.9000531942269807, -0.10041241729778352] User Vector: [1.9894954305374717, 0.9306160334460714] Predicted: 3.68670174219831 Movie Vector: [1.760583587405283, 0.5683799525429805] User Vector: [1.8836341422208152, -0.2906537160846976] Predicted: 3.151093610115535 Movie Vector: [1.240220667281507, 0.736265740498081] User Vector: [1.8838141203270167, -0.6741775107813175] Predicted: 1.839971401143738 Movie Vector: [1.3194978515024565, -0.009508421990368892] User Vector: [1.308990556526557, -0.523490050169136] Predicted: 1.7321877912785641 Movie Vector: [1.9010639639443199, -0.1992363125623018] User Vector: [0.9846038789078478, -2.16109295194402] Predicted: 2.3023631438012124 Movie Vector: [2.1359428316912235, -0.529997649856627] User Vector: [1.9919723806005598, -0.20350262344158165] Predicted: 4.362595039434364 Movie Vector: [1.6834681700407768, -0.8020155703169083] User Vector: [1.9225388299495119, -0.09197654965856297] Predicted: 3.3102995508176347 Movie Vector: [1.901167630141587, 0.3545426813539204] User Vector: [1.6671654402795375, -0.07255900912247135] Predicted: 3.1438357034995392 Movie Vector: [1.614523925894427, -0.49730791458359014] User Vector: [2.300534033272543, -0.7527625857957416] Predicted: 4.088622030771558 Movie Vector: [2.212618621465672, 0.4483959713104007] User Vector: [1.82506860440096, -0.44902643783357354] Predicted: 3.8368391338134957 Movie Vector: [1.9634234473605892, -0.32053589512515623] User Vector: [1.8010774229505586, -0.07340186810638051] Predicted: 3.559805576230249 Movie Vector: [2.177721280282986, 0.26885675472957876] User Vector: [1.788632660767106, 0.9634807057859046] Predicted: 4.154181703763868 Movie Vector: [0.3179760438336924, -2.263924321558612] User Vector: [0.3745796661482663, 0.023091243017359944] Predicted: 0.06683053366034934 Movie Vector: [2.3155867151304186, -0.40649747789675506] User Vector: [1.5104365393056385, -0.03944281667750203] Predicted: 3.5135801899642494 Movie Vector: [2.1210480595622307, 0.08743583993103035] User Vector: [2.0234267844655203, -0.1959327138708275] Predicted: 4.274653913449574 Movie Vector: [2.4103590125155545, 0.361914623254782] User Vector: [1.8847688142539658, -0.14005012733862093] Predicted: 4.49228330887276 Movie Vector: [2.383446074495474, -0.47193171428479724] User Vector: [1.673444423832929, -0.1226752838399372] Predicted: 4.04645889987389 Movie Vector: [1.5040845165435843, -0.6770038013268265] User Vector: [1.895458555476278, -0.6333895762717732] Predicted: 3.279737015898717 Movie Vector: [1.437054495273, -0.9619243965027956] User Vector: [1.631752943103786, -0.16874200068620904] Predicted: 2.5072349492369996 Movie Vector: [-0.10523900679017517, 0.3476875005719449] User Vector: [2.248890629684216, 0.3395798913178938] Predicted: -0.11860333259088734 Movie Vector: [1.2389494277621809, -0.18989507785761944] User Vector: [1.9048958937917213, -0.5275873465688222] Predicted: 2.460255917813163 Movie Vector: [1.6694817812055782, -0.1356055217648625] User Vector: [1.8452125907842902, 0.4022530186650107] Predicted: 3.026001072287957 Movie Vector: [1.4915550386328218, -0.8304847840428072] User Vector: [1.3808900875627867, -0.3091787321659299] Predicted: 2.3164418005158445 Movie Vector: [2.1412372184559576, -0.011197363414359812] User Vector: [1.9746304655300542, -0.5587287138713128] Predicted: 4.234408533949221 Movie Vector: [1.6955510876167035, -0.9496240975415495] User Vector: [2.2191660931445574, -0.10343384887165614] Predicted: 3.8609327582233606 Movie Vector: [1.7735446231064285, 0.1466468290667957] User Vector: [1.4101818013851346, -0.4267413509460121] Predicted: 2.4384400855012296 Movie Vector: [2.2302903294106877, 0.324563873864185] User Vector: [1.492977947668743, -0.5913145054765484] Predicted: 3.1378549521394596 Movie Vector: [2.0558932907552103, -0.020988118431924] User Vector: [1.7509868165855647, -0.9743633584256806] Predicted: 3.620292101981452 Movie Vector: [1.6640616252139728, 0.6392467770850129] User Vector: [1.8722913472825167, -0.4185019375137633] Predicted: 2.8480821674734966 Movie Vector: [1.3857456306434353, -0.30597267088147084] User Vector: [2.081476880525428, 0.18021812281015423] Predicted: 2.829255672095972 Movie Vector: [1.7601671144924773, -0.7707169409045203] User Vector: [1.8709165959847671, -0.055240136142212855] Predicted: 3.335700374953271 Movie Vector: [2.2155477459229154, 0.6315769988581216] User Vector: [1.8586425529018882, -0.886504393116892] Predicted: 3.5580155344788844 Movie Vector: [2.0735036276780643, 0.199510228968473] User Vector: [1.8295444178739901, -0.7182352862520436] Predicted: 3.650271701046489 Movie Vector: [1.3369702927187725, -0.6242879638468325] User Vector: [1.4143445352965396, -0.01840576241990681] Predicted: 1.9024271233047831 Movie Vector: [2.260935601816274, -0.038652781454560185] User Vector: [1.5806750493450894, -0.0034940013966456053] Predicted: 3.5739395468393953 Movie Vector: [2.367099987690195, -1.5209110847871166] User Vector: [1.10479495288467, -0.043325068277056386] Predicted: 2.681053695965226 Movie Vector: [1.617913715500812, -1.2131186176135471] User Vector: [2.336618222355968, -0.2613690604687226] Predicted: 4.097518343161615 Movie Vector: [1.9848254260551725, -1.1725178424011424] User Vector: [1.6300048987048739, 0.3927983983753082] Predicted: 2.774712036982279 Movie Vector: [1.9180520540540333, -0.31868681024693113] User Vector: [1.9070866055930429, -0.06442101552585375] Predicted: 3.6784215090674723 Movie Vector: [1.7323075842144735, -0.46364478835007206] User Vector: [1.737181135069475, -0.8627813967047189] Predicted: 3.4093561535026984 Movie Vector: [1.8945815470670064, -0.6295752179436207] User Vector: [1.7889012109923286, 1.2691989522979266] Predicted: 2.590163016865105 Movie Vector: [2.0582731733544715, -0.3998789508443163] User Vector: [2.1434921284478285, -0.714865339375114] Predicted: 4.697751947184929 Movie Vector: [1.7190506347257115, -0.6626796326896603] User Vector: [2.2836641310016565, -0.07217739600483841] Predicted: 3.9735647641717207 Movie Vector: [2.36941479043579, -0.014103152072009639] User Vector: [1.8313512424551908, -0.2150291021945853] Predicted: 4.342263308484448 Movie Vector: [1.8043885688027879, 0.5033189198354576] User Vector: [1.4949871486905362, 0.3228266262563449] Predicted: 2.8600224704257458 Movie Vector: [1.4692516839687135, -0.1014723754479167] User Vector: [1.0148890882037058, -0.128409090119344] Predicted: 1.5041574772882824 Movie Vector: [2.3575654246131967, 0.10540545140372008] User Vector: [2.278575145702407, -0.5133409446115995] Predicted: 5.317781046900174 Movie Vector: [1.9846061472408436, -0.16092101363913267] User Vector: [2.287718767894676, -0.7019416709059232] Predicted: 4.65317789511975 Movie Vector: [0.9534985314101659, -0.14878335002701573] User Vector: [1.6343163224441426, -0.13238014937862685] Predicted: 1.578014175411782 Movie Vector: [1.2354376927484763, 0.027698085960626326] User Vector: [2.128754202177509, -0.09410958924228494] Predicted: 2.6273365244742535 Movie Vector: [1.7657696441005417, 0.04196962704634401] User Vector: [2.1973568252793076, -0.5439763342619983] Predicted: 3.857195495464326 Movie Vector: [2.031923747671123, 0.4287096946594817] User Vector: [1.6922900928047973, -0.23769026979300334] Predicted: 3.336704304532148 Movie Vector: [1.8435110575651719, 0.6588453749819247] User Vector: [1.8082100320985555, -0.5866409004645955] Predicted: 2.9469495445276306 Movie Vector: [1.8961197748096987, -0.6305770713577773] User Vector: [2.304051364777486, -0.1040588967302476] Predicted: 4.4343745092807465 Movie Vector: [2.085120252018786, 0.19386324992467646] User Vector: [1.9733904700439286, -0.4819642076423125] Predicted: 4.021321286588557 Movie Vector: [1.8191059331529826, -1.0769023953794432] User Vector: [1.7601667357057806, -0.24597652545645074] Predicted: 3.466822461732068 Movie Vector: [1.7422522933199875, -0.2778952144161831] User Vector: [1.4759675699100294, 0.6374235095080262] Predicted: 2.3943709406930287 Movie Vector: [2.283791605598775, 0.3713193742892638] User Vector: [2.0184951779820404, -0.4890582641091139] Predicted: 4.428225534797 Movie Vector: [1.747776358684457, 0.5703561689095334] User Vector: [2.0739730804290817, -0.4903454594695753] Predicted: 3.345169560816675
avg loss: 8.646124371433288: 81%|█████████████████████████████████████▍ | 56984/70000 [01:32<00:20, 621.68it/s]
Movie Vector: [1.8684501178674973, 0.05077273784883863] User Vector: [1.7253160122020237, -0.6285368923074526] Predicted: 3.1917543674961015 Movie Vector: [0.666084258658563, -0.29659190131990837] User Vector: [2.2570408331919523, -0.18006797029471822] Predicted: 1.5567860718152942 Movie Vector: [1.962949017597204, 0.11366952765948826] User Vector: [1.6813620736045336, -0.08418888785923187] Predicted: 3.2908583194900802 Movie Vector: [1.8363730163200507, -0.26885372053163764] User Vector: [1.9674919581389978, -0.6761377714561129] Predicted: 3.7948312972011005 Movie Vector: [-0.056764532625070474, 0.23178236644245076] User Vector: [2.230930450931455, -0.8999350336799409] Predicted: -0.3352267961169651 Movie Vector: [2.047205003454575, 0.12296887185951609] User Vector: [1.7566230090558133, -0.08765336569587921] Predicted: 3.5853887778281797 Movie Vector: [2.1197858172118256, -0.7334240185548593] User Vector: [1.4549996218961476, -0.42303555681036015] Predicted: 3.3945520006114696 Movie Vector: [1.954899621060326, 0.08811244535187612] User Vector: [1.8752246307167553, -0.3354983719290913] Predicted: 3.636314338028929 Movie Vector: [2.473910041741728, -0.6204612337325277] User Vector: [2.0957015589678525, -0.23830981556219616] Predicted: 5.332439133398655 Movie Vector: [1.1274014777471437, -0.7458638369848033] User Vector: [2.038391998201112, -0.010131503555473622] Predicted: 2.3056428731161973 Movie Vector: [2.567877936216828, 0.0037853081501790257] User Vector: [1.0163688125782573, -1.3466569819204464] Predicted: 2.604813537229444 Movie Vector: [2.3486484965838232, -0.4073608374295546] User Vector: [2.088458001598277, -0.333135488691771] Predicted: 5.040760097283234 Movie Vector: [-1.3498479647490986, 0.06694781480596021] User Vector: [1.7514582784086654, -0.6200207303986824] Predicted: -2.405711425487484 Movie Vector: [1.841113731572162, -1.0788625103794454] User Vector: [2.1772250603464145, -0.5263794817334179] Predicted: 4.5764100444019595 Movie Vector: [1.3709317793669253, -0.7992744276659065] User Vector: [1.9382753082100301, -0.056783861256441505] Predicted: 2.702629105393755 Movie Vector: [1.2255023872976327, -1.2010024162839188] User Vector: [1.4630397112924092, -0.1978018043747015] Predicted: 2.0305191038994224 Movie Vector: [1.8775918656424093, -0.14085309636856186] User Vector: [1.6595491708540537, -0.2713421653821299] Predicted: 3.1541754079985997 Movie Vector: [0.05921390474784329, 0.6472546167346169] User Vector: [1.6267366335108737, -0.12351027113025652] Predicted: 0.01638283486333733 Movie Vector: [2.0864225104134904, -0.29252117695536173] User Vector: [1.8125911558507743, -0.346384790918396] Predicted: 3.8831558764623493 Movie Vector: [2.337649322404559, -0.3636581120897768] User Vector: [1.7777311711401849, 0.14220518741642504] Predicted: 4.1039979976480865 Movie Vector: [2.432672422582253, -1.52348253952754] User Vector: [1.1325375449323132, 0.4408512774766577] Predicted: 2.083463629331749 Movie Vector: [1.9588942516014134, -0.0826692643797533] User Vector: [1.5965056294498405, -0.17447284687946132] Predicted: 3.141809242084355 Movie Vector: [0.80876057625742, -0.2551162584684311] User Vector: [0.9522998676872012, -0.25823429425774475] Predicted: 0.8360623567198374 Movie Vector: [2.0252840350995256, -0.6044348048486001] User Vector: [1.8798986500084613, -0.3691620116203469] Predicted: 4.0304630919185485 Movie Vector: [2.062150924822652, -0.04215625253905187] User Vector: [2.277699458021951, -0.6339049721060731] Predicted: 4.723683101917884 Movie Vector: [1.4066559316260299, -0.3782897272546029] User Vector: [1.6582633952459247, -0.442803235666629] Predicted: 2.5001139563687844 Movie Vector: [2.2448949026303313, 0.38074359994053963] User Vector: [1.845051515458738, 0.2594388734718697] Predicted: 4.2407264327938865 Movie Vector: [0.9384916195578181, 0.6670516377339136] User Vector: [2.378284839226771, 0.407565452546448] Predicted: 2.503867593140609 Movie Vector: [1.7456797901651329, -1.3448909078506808] User Vector: [2.2448616133077914, -0.5148482580729222] Predicted: 4.611224291273941 Movie Vector: [1.7249208676454786, 0.009322823722526817] User Vector: [1.73101427267065, -0.2767033309566932] Predicted: 2.9832829847438194 Movie Vector: [2.3293297007075764, -0.36432361955336834] User Vector: [1.543111166522755, -0.19656301219489924] Predicted: 3.6660272197481265 Movie Vector: [1.5571784221966614, -2.324213079012806] User Vector: [1.9897351745374412, -0.09317738897401925] Predicted: 3.3149367857970904 Movie Vector: [1.4810952827356159, -0.3850780368838631] User Vector: [1.6593876345096439, -0.048221669314709434] Predicted: 2.476280303457017 Movie Vector: [2.241191955176009, 0.25656649741858706] User Vector: [1.8575622898414426, 0.2562696627489313] Predicted: 4.228903869997103 Movie Vector: [2.200484876438742, -0.3332949694205762] User Vector: [1.6740421023101921, -0.5853818467163628] Predicted: 3.8788091533559856 Movie Vector: [1.046065541102859, 0.37127043004684157] User Vector: [2.2224109343688467, -0.865147929505759] Predicted: 2.00358365277172 Movie Vector: [1.8452294208572775, 0.1058561246818086] User Vector: [1.5073460765525377, -0.20434837763395897] Predicted: 2.759767800527183 Movie Vector: [2.1143890198885322, -0.1780400992871684] User Vector: [1.865693988122023, -0.8921989345865852] Predicted: 4.103650069854952 Movie Vector: [2.0227069964577513, -0.6039287431154229] User Vector: [1.2340256922925212, -1.0186515458729906] Predicted: 3.1112653493803606 Movie Vector: [1.9909700120664697, -0.37743301013073627] User Vector: [1.7513210062344335, -0.5906726741318064] Predicted: 3.709766970314371 Movie Vector: [2.2950182356681332, -1.153094654652379] User Vector: [1.4442585111176625, -0.20796755100994127] Predicted: 3.554405891444652 Movie Vector: [1.7039532243626092, -0.15540765537955975] User Vector: [1.7472057199790492, -0.05603752326680263] Predicted: 2.9858654802872664 Movie Vector: [1.700110139983638, -0.2748838812839898] User Vector: [2.111852061262354, -0.7250297622744026] Predicted: 3.7896800985978714 Movie Vector: [0.8377465316097978, 0.02519979560168937] User Vector: [1.5781181387548409, -0.20203834994091413] Predicted: 1.316971672090164 Movie Vector: [1.9828242304060748, 0.4001167642805504] User Vector: [1.967423249497402, -0.7254389616478265] Predicted: 3.610794200550134 Movie Vector: [1.797919249891738, 0.09247994533087722] User Vector: [1.6202968596149112, -0.3707158487929423] Predicted: 2.8788791330111185 Movie Vector: [1.809546242895476, -0.21170024588160677] User Vector: [1.425286946298213, -0.43186368252449286] Predicted: 2.670548286499669 Movie Vector: [1.2202493136007357, -0.6708002675811757] User Vector: [1.3016119761240612, -0.597709901532786] Predicted: 1.989235082323994 Movie Vector: [1.6080929010445035, -0.007110252464024877] User Vector: [1.8165049741707586, -0.48535889009920685] Predicted: 2.9245597779202908 Movie Vector: [1.6421896517089856, -2.3379821036128487] User Vector: [2.016116724964152, -0.6449210565192794] Predicted: 4.818659910758708 Movie Vector: [1.9777428672677777, -0.7530908515685398] User Vector: [1.9784609178977857, -0.31405706797610566] Predicted: 4.1494004733036505 Movie Vector: [1.821588011882221, 0.49611108628001394] User Vector: [2.0926590103880183, -0.1930787578765075] Predicted: 3.7161740539724164 Movie Vector: [1.2960005329792925, 0.09706848676546509] User Vector: [1.8154806942123058, 0.18120231667917233] Predicted: 2.370452981991208 Movie Vector: [1.8538182624432027, -0.0534318014327308] User Vector: [1.7259567715409625, -0.026547129185271218] Predicted: 3.2010286442053832 Movie Vector: [2.0375613087326427, -0.2908286499100867] User Vector: [1.6524226513250775, -0.1352054502877035] Predicted: 3.4062340785810465 Movie Vector: [2.3811704531643145, -0.2206136044180025] User Vector: [1.6193910982855038, 0.37633059205104197] Predicted: 3.7730225869896086 Movie Vector: [2.1771959822134046, -0.25516462343250135] User Vector: [1.8458425223688848, -0.579056833579116] Predicted: 4.166515742386424 Movie Vector: [2.3986135598004927, -0.2783510950159679] User Vector: [1.1959901298801832, -1.2614148586466596] Predicted: 3.21983435009187 Movie Vector: [1.1720812214008927, 0.12323909947837841] User Vector: [1.464836292288875, 0.6264131032259344] Predicted: 1.7941056973613203 Movie Vector: [2.055567604260106, 0.1481325563307774] User Vector: [2.0424638238715045, -0.7738138685317694] Predicted: 4.083795442753664 Movie Vector: [2.1059696986117036, -0.2986512385017172] User Vector: [2.199066334672814, 0.32537553277011827] Predicted: 4.533993260218098 Movie Vector: [2.143890624113102, 0.465305301598721] User Vector: [1.7300720247352857, -0.5943345742520425] Predicted: 3.4325381645474553 Movie Vector: [2.0852370172520067, 0.6937304415718167] User Vector: [1.8773537666353621, -0.6244054611415083] Predicted: 3.4815584923879896 Movie Vector: [1.8168190582983186, 0.11281658118865817] User Vector: [1.8991216713224142, -0.3849801292826155] Predicted: 3.406928304474685 Movie Vector: [2.1016170520854898, -0.6400783100223909] User Vector: [1.4621931378571411, -0.5720568333263327] Predicted: 3.4391312030752363 Movie Vector: [1.2691035305612688, -0.18958781123205742] User Vector: [1.1328763034224487, -0.9884509170156355] Predicted: 1.6251355622299433 Movie Vector: [1.9405923942112526, -0.8638609803746116] User Vector: [1.677662307605201, -0.8085028413001919] Predicted: 3.954092771314795 Movie Vector: [2.3054546258351802, 0.6038791770922473] User Vector: [1.939551161502678, -0.4301701456325742] Predicted: 4.211776403776095 Movie Vector: [1.6161731719417904, -0.27096558841998797] User Vector: [2.0681914570458453, 0.6782845822997746] Predicted: 3.1587637663576325 Movie Vector: [2.343171454930584, 0.11654172948358307] User Vector: [1.9678689541088346, 0.09585659084624779] Predicted: 4.622225653191546 Movie Vector: [1.2498129652881365, 0.20217222824572723] User Vector: [1.3726016618015882, -0.4117882526544019] Predicted: 1.6322432044911117 Movie Vector: [1.1948945310505412, -1.6459328425499609] User Vector: [2.1015094748805754, -0.6309059439501877] Predicted: 3.549510992193293 Movie Vector: [2.3525207714010357, -0.36727772085885196] User Vector: [2.316388139962694, -0.8317934634952996] Predicted: 5.754850421387092 Movie Vector: [1.6351835804772716, -0.13701956625225878] User Vector: [1.8126109916558037, -0.585068058339306] Predicted: 3.044117502929898 Movie Vector: [1.9148076288816782, 0.22532057023414967] User Vector: [1.5285067967567825, -0.10743900558940271] Predicted: 2.90258825722259 Movie Vector: [1.4767735856879354, -0.5944006402688231] User Vector: [1.8606401851066972, -0.6489903882581826] Predicted: 3.133504580144057 Movie Vector: [1.5381570180425161, 0.11111391866890959] User Vector: [2.076229840639453, -0.6007014010715045] Predicted: 3.12682121382591 Movie Vector: [1.9221661939697388, 0.08953464915076212] User Vector: [1.516516604513721, -0.005009318787919244] Predicted: 2.91454844218989 Movie Vector: [2.031069189602126, -0.5739603084074223] User Vector: [1.958550149005332, -0.38536574822784386] Predicted: 4.199135507637894 Movie Vector: [1.061111296868585, -0.1625662904246817] User Vector: [1.566035767984101, -0.7154191401704059] Predicted: 1.778041280424518 Movie Vector: [1.3921669513995674, -1.4421095604644183] User Vector: [2.125180926665775, -0.17201863638995724] Predicted: 3.206676371964809 Movie Vector: [1.298617232155484, -0.4323537786446052] User Vector: [1.8487344932363088, 0.15620730832195118] Predicted: 2.333261650592008 Movie Vector: [-1.373243042031827, -0.188022453533784] User Vector: [1.638851758367106, -0.8765517305509569] Predicted: -2.085730367071778 Movie Vector: [2.044554513022714, 0.7072613904345927] User Vector: [1.9258942255142457, -0.1971661670308325] Predicted: 3.7981477129386496 Movie Vector: [1.0755414516769295, -0.7256860643604893] User Vector: [1.9458910713754412, -0.21598920449306622] Predicted: 2.249626863465244 Movie Vector: [1.2001086313077916, 0.7422107157271414] User Vector: [1.9318426026902369, -0.3609978319109715] Predicted: 2.0504845226180732 Movie Vector: [2.1782371557704447, -0.8144442304672957] User Vector: [2.078864743293232, -0.702309605128569] Predicted: 5.100252431561233
avg loss: 8.630386230266987: 82%|█████████████████████████████████████▍ | 57057/70000 [01:32<00:19, 648.91it/s]
Movie Vector: [0.6549484831993803, -1.8282971790849694] User Vector: [1.956601779824178, -0.8416332474715036] Predicted: 2.8202290600973248 Movie Vector: [1.710453075340615, -0.15823002163163247] User Vector: [1.7615128638686233, 0.11446226991091565] Predicted: 2.9948737278121307 Movie Vector: [1.8875453413640377, 0.27862423665716035] User Vector: [1.7193864022576844, -0.5374268569305216] Predicted: 3.095679645814842 Movie Vector: [1.555550304707531, -0.15964969681394672] User Vector: [2.0994782256982836, -0.4908369844357791] Predicted: 3.344205969462035 Movie Vector: [2.008074205956437, -0.5490538549578652] User Vector: [1.9347912888925003, 0.13000008628790763] Predicted: 3.813827432613008 Movie Vector: [1.7321335355649343, 0.122146195512649] User Vector: [2.0303929508485563, 0.7210988834505273] Predicted: 3.6049912057413307 Movie Vector: [1.964441632378176, -0.7509794392115404] User Vector: [2.242160176039586, -0.16060312069003455] Predicted: 4.525202437783968 Movie Vector: [1.9181002781268481, 0.04975004246059975] User Vector: [1.629104263042487, -0.17568928094866484] Predicted: 3.11604479085236 Movie Vector: [2.0825693103175364, -0.40964810056990325] User Vector: [1.6172851743297232, -0.23302264552439061] Predicted: 3.463565754219469 Movie Vector: [1.3437084816728682, -0.2342857275961871] User Vector: [1.8943283245688434, -0.48570298941620976] Predicted: 2.6592183150673288 Movie Vector: [2.3803410327866614, -0.026959730212667073] User Vector: [2.1278377568514673, -0.8298783177863378] Predicted: 5.0873528193031365 Movie Vector: [1.8689776772943696, 0.5409432360843717] User Vector: [1.8044176714422382, -0.8795048520037522] Predicted: 2.8966541476462133 Movie Vector: [1.4015789562312944, -0.30914136890630145] User Vector: [1.9467507818647753, 0.08637882997780737] Predicted: 2.701821659144624 Movie Vector: [1.4835123840591882, -0.8078537736643568] User Vector: [2.040078176711864, -0.8850536218510238] Predicted: 3.741475147908595 Movie Vector: [0.4511247149958255, 0.16952239796611165] User Vector: [1.5827486188470292, -0.5095513295933688] Predicted: 0.6276366563079141 Movie Vector: [-1.316035982279151, -0.3508414789802821] User Vector: [1.8841580558097353, 0.12802639206158267] Predicted: -2.5245367664861353 Movie Vector: [2.069203599476229, -0.29290527191245735] User Vector: [1.7026945214836928, -0.09089267258827306] Predicted: 3.5498445756418304 Movie Vector: [2.2103748329626205, 0.23244431115935543] User Vector: [1.490277608335499, -0.23108909932233063] Predicted: 3.2403567730840974 Movie Vector: [2.095953088535677, -0.2943424631839352] User Vector: [1.621754213184181, -0.5642524864074507] Predicted: 3.56520421867596 Movie Vector: [1.1693269602423861, -0.3438645867468001] User Vector: [2.023298432060818, -0.23380242760440656] Predicted: 2.44629378037345 Movie Vector: [0.7912875897119439, 1.0836201685593685] User Vector: [1.5123032506101135, -0.769905369280218] Predicted: 0.36238180805462183 Movie Vector: [1.5903423577210984, -0.7862691013427728] User Vector: [1.7708260146273103, -0.1340265444624852] Predicted: 2.9216005498868483 Movie Vector: [2.0321764172681913, -0.22442157854029393] User Vector: [2.1708256632089293, -0.09060810103780895] Predicted: 4.431835131837211 Movie Vector: [2.3470961535218535, 0.6162225966040197] User Vector: [2.4713813303943817, -0.3834298993846403] Predicted: 5.564291446239952 Movie Vector: [1.8164184924135844, -0.15797322887949028] User Vector: [1.8975329111980441, -0.49713700582720083] Predicted: 3.525248207869516 Movie Vector: [0.5690172686395976, -1.2142440109735029] User Vector: [2.058692456000624, -0.22902786379396858] Predicted: 1.4495272702403015 Movie Vector: [2.10470583849713, 0.11618175483041879] User Vector: [1.6242078901905126, -0.5680322048325718] Predicted: 3.352484851059437 Movie Vector: [1.9773238394849533, -0.522100405413042] User Vector: [1.8443266017705677, -0.043597287670211] Predicted: 3.6695931190447415 Movie Vector: [1.8878552393413606, 0.6880597968961433] User Vector: [1.888833249125378, 0.7330437871520001] Predicted: 4.070221704907295 Movie Vector: [1.7274724113952493, -0.10020826839154273] User Vector: [1.8136275034640337, -0.7709485704821828] Predicted: 3.2102468980487147 Movie Vector: [1.6141729008806747, -0.6334681811593798] User Vector: [2.344199446284285, -0.6340876938179577] Predicted: 4.185617598549983 Movie Vector: [0.9602459366220573, -0.31128827388844826] User Vector: [1.8817204231199849, -0.4535813119432395] Predicted: 1.9481089338225726 Movie Vector: [1.8927784512518855, 0.9598966119363321] User Vector: [2.275402118701151, -0.5383769992865719] Predicted: 3.7900458406507935 Movie Vector: [1.9609971468137108, -0.5529890956444602] User Vector: [1.8274220418910574, -0.3584999293738425] Predicted: 3.781815961905893 Movie Vector: [2.23387996383164, -0.3420292474052587] User Vector: [1.9022876898136905, -0.6769381562520398] Predicted: 4.481015003841169 Movie Vector: [2.109431874028302, -0.519321638858624] User Vector: [0.8164581299109556, -0.2707874380623735] Predicted: 1.8628885791605898 Movie Vector: [2.182911582867158, 0.29445042309631636] User Vector: [1.4967522157717716, -0.6023524148746692] Predicted: 3.08991482507735 Movie Vector: [2.0994131369451967, -0.9788428282155316] User Vector: [2.0784482023940662, -0.27530943427037263] Predicted: 4.633006125841861 Movie Vector: [0.6832722563577587, -0.053923729174775385] User Vector: [1.5063529721319229, 0.32599702651073964] Predicted: 1.0116702187704478 Movie Vector: [1.5277548344581955, -0.4434754113616404] User Vector: [1.7797067282200558, -1.0010888958392485] Predicted: 3.1629138678478492 Movie Vector: [2.138856836992105, -0.6274683652082617] User Vector: [2.1812586884752276, -0.014880367254994266] Predicted: 4.674737018808863 Movie Vector: [2.1796846454075482, -0.8382803846359926] User Vector: [1.822293801987507, -0.6073548377804658] Predicted: 4.481159466638652 Movie Vector: [1.7870958355833355, -0.6994812236237548] User Vector: [1.5534381008803797, -0.3829122376467373] Predicted: 3.043982681449462 Movie Vector: [2.1188465419784572, -0.09632688319727964] User Vector: [1.946300464145751, 0.3246485367531328] Predicted: 4.092639626426304 Movie Vector: [1.8787713616106048, 0.013994989814350323] User Vector: [1.8158843327445613, -0.229004709140322] Predicted: 3.408426561786007 Movie Vector: [2.2096144125250934, -0.33648740089318785] User Vector: [1.8320511617089317, -0.3454845434140987] Predicted: 4.164377847457576 Movie Vector: [1.5680261899449832, -0.8238967352693858] User Vector: [1.881617347319708, -0.2005879950869801] Predicted: 3.115689074338502 Movie Vector: [2.1274986096017474, 0.062392767886419426] User Vector: [1.9442086935764578, -0.6553325112903939] Predicted: 4.095413283094177 Movie Vector: [2.0727227936564896, -0.6287739497773208] User Vector: [2.037739629012327, -0.16482786868206217] Predicted: 4.327308846615567 Movie Vector: [0.6336847870346756, -1.2046694799834883] User Vector: [1.571078045349959, -0.32542881918101274] Predicted: 1.3876024229568744 Movie Vector: [1.685737742560031, -1.1538323149655638] User Vector: [1.6538421414664428, -0.035858045028021576] Predicted: 2.8293182892111104 Movie Vector: [2.3068187626214782, -0.3696275732120486] User Vector: [2.1163162236119324, 0.004171558781192944] Predicted: 4.880416049119433 Movie Vector: [2.119050784829382, -0.2601545031660948] User Vector: [1.99701586827099, -0.7016607985830693] Predicted: 4.414318259422875 Movie Vector: [1.9547651330827072, -0.6332256977614811] User Vector: [1.9972307124711288, -0.13252805519717734] Predicted: 3.9880371296857007 Movie Vector: [2.1671903803810353, -0.49423063077709384] User Vector: [1.8093646819176856, -0.5847960350891045] Predicted: 4.210261846551232 Movie Vector: [2.1909184136504867, -1.0640017534782096] User Vector: [1.8555112046888216, -0.06851877176213793] Predicted: 4.138177758388625 Movie Vector: [1.2501932978189307, -0.9701329362875241] User Vector: [1.6897567770391835, 0.5387776862938675] Predicted: 1.589836618788036 Movie Vector: [1.06943837098969, -0.6207526099843702] User Vector: [2.0178937207559393, -0.579221022181649] Predicted: 2.5175659348326294 Movie Vector: [1.656622837949451, -0.800731257624892] User Vector: [1.4819692753972755, -0.9067385345846761] Predicted: 3.181118033897466 Movie Vector: [2.0531268015447526, -0.30646991387097744] User Vector: [1.661503006550309, -0.2441859477743963] Predicted: 3.4861119999785477 Movie Vector: [1.4923320067497468, -1.51701854333569] User Vector: [0.7345489196432202, -0.2506221860636805] Predicted: 1.476389366936956 Movie Vector: [1.1876991260673462, -0.4417257132623589] User Vector: [0.42560818542178125, -1.2073513241045595] Predicted: 1.0388125946708986 Movie Vector: [2.1265993639786123, 0.22610194118643567] User Vector: [1.7065597730222521, -0.6420146078025308] Predicted: 3.4840081788064063 Movie Vector: [1.9115607392620046, -0.5387621998802707] User Vector: [1.9913727932667162, -0.9386969821340754] Predicted: 4.312364499958693 Movie Vector: [1.3564628140467636, -0.8291211985514382] User Vector: [2.129675367104797, -0.05123570677838908] Predicted: 2.931306052081775 Movie Vector: [2.1337381360567096, -0.9833894876299142] User Vector: [2.4033543764361482, -0.6573025340556214] Predicted: 5.774513289643404 Movie Vector: [2.0892722406005833, -0.7274428210313071] User Vector: [1.8489514257378767, -0.3543942198674677] Predicted: 4.120764419070596 Movie Vector: [1.893050560592071, 0.026746921722675784] User Vector: [1.4713319248889003, 0.02883280843395372] Predicted: 2.7860769140981714 Movie Vector: [1.9779138762734418, -0.015022648782573325] User Vector: [1.7033089516531472, -0.9307846980117148] Predicted: 3.3829812626659526 Movie Vector: [1.9824012498156052, 1.0406916081398503] User Vector: [2.029281380092761, 0.009682554617373725] Predicted: 4.032926497459082 Movie Vector: [1.844499430699958, 1.1542465864478535] User Vector: [1.671671708065427, -0.1829519002304416] Predicted: 2.872225907518771 Movie Vector: [0.3457075394091177, 0.8853387846226414] User Vector: [1.630909047025063, -0.49145373706423745] Predicted: 0.12871449937639634 Movie Vector: [2.2611253083715876, -0.07533320687581813] User Vector: [1.4828156368443028, -0.05640505699680308] Predicted: 3.357081137945369 Movie Vector: [1.753101105246604, -0.1737589038096975] User Vector: [1.909508912429282, 0.060594143746320744] Predicted: 3.3370334128633665 Movie Vector: [1.4108426956550786, -0.8817453728011101] User Vector: [1.880497186784959, -0.5276162238166678] Predicted: 3.118308884140625 Movie Vector: [2.1393673778271696, -0.2516054834811164] User Vector: [2.1257323832082733, -0.664272303342244] Predicted: 4.714857068672123 Movie Vector: [1.6315850262941902, -0.13585803787224995] User Vector: [2.5395197816708794, 0.4325584252081867] Predicted: 4.084675910838204 Movie Vector: [2.0203105619713315, -0.1718762135904365] User Vector: [2.429034176646348, -0.20123688716437244] Predicted: 4.941991236668492 Movie Vector: [1.3340778821828445, -0.10787166231132733] User Vector: [1.8557265938683676, -0.15619973680245564] Predicted: 2.4925333295197682 Movie Vector: [2.1849957034007983, -0.23769017654903954] User Vector: [2.128407841642832, -1.309026580271313] Predicted: 4.961704748046229 Movie Vector: [1.138133136299581, -1.6161744844706076] User Vector: [1.8388778234202459, 0.10730541808032926] Predicted: 1.9194635056941522 Movie Vector: [1.9576090062688982, -0.49664898467347607] User Vector: [1.7764367031124746, -0.13680048239586579] Predicted: 3.5455103097643574 Movie Vector: [1.7065392731366227, -0.6044731397293841] User Vector: [1.2452337505877464, -0.40922100678888984] Predicted: 2.372403406430103 Movie Vector: [2.0884074386564624, -1.0462044789828335] User Vector: [1.660837012967495, -0.4805167808858566] Predicted: 3.9712231806664917 Movie Vector: [1.622025527053962, -0.8879574279633442] User Vector: [2.098393515101086, -0.31374721397694894] Predicted: 3.6822420164520917 Movie Vector: [2.1387192776660418, -0.6963455887929271] User Vector: [1.5374371359414285, 0.11008505988924197] Predicted: 3.2114891949917213 Movie Vector: [1.9695751848948193, -0.2947280945312754] User Vector: [1.5059941449799066, 0.3260253450879771] Predicted: 2.870079867822634 Movie Vector: [1.5416711829478162, -0.2659673435297616] User Vector: [1.974486173306781, -0.4962136438027117] Predicted: 3.1759850591814027 Movie Vector: [1.2713473107708348, -0.22275008365535562] User Vector: [2.088995340873354, 0.04333408946367303] Predicted: 2.64618593677898 Movie Vector: [1.9924238262303176, -0.09523562574430805] User Vector: [1.9042502363954092, -0.82734596668732] Predicted: 3.8728663529434244 Movie Vector: [1.9847446369590964, -0.22121101176470082] User Vector: [1.937272165841413, -0.2638335508093215] Predicted: 3.903353428195881 Movie Vector: [1.81513088601897, -0.31437218905152015] User Vector: [1.2113943424632188, -1.0001805062930282] Predicted: 2.513268221363627 Movie Vector: [1.8623130552768297, -0.160486675330049] User Vector: [1.3651849541072028, -0.2089352774220758] Predicted: 2.5759330909339737 Movie Vector: [1.5282544352181704, 0.4269650328689288] User Vector: [1.8207332660729059, 0.2553143962838442] Predicted: 2.891554008826426 Movie Vector: [0.30595232536017225, 0.12786852081857353] User Vector: [1.1748365572587713, 0.9548146893627104] Predicted: 0.48153471859611585 Movie Vector: [0.059839472980273534, -0.7808467178928898] User Vector: [2.024923011865952, 0.018815730925575962] Predicted: 0.106478124117695 Movie Vector: [1.8145968850568162, 0.15258043391793888] User Vector: [1.7274428635243513, -0.40747956887536735] Predicted: 3.072439029833216 Movie Vector: [1.74532284464393, 0.03724139817277695] User Vector: [1.3932848863010803, -0.40844249316837755] Predicted: 2.4165209716396303 Movie Vector: [1.2433316288945517, 1.1692098332601768] User Vector: [1.6532599501714835, -0.7722800831076102] Predicted: 1.1525929196324318 Movie Vector: [2.1175422955604146, -0.7642538223505494] User Vector: [2.0705091937795146, -0.3987675381241565] Predicted: 4.689150406415522 Movie Vector: [1.9933015598625947, -0.7621500078924812] User Vector: [2.2209517741397806, -0.37143131561767323] Predicted: 4.710113015901946 Movie Vector: [1.7901275039628213, -0.15305281507185506] User Vector: [1.793875867417609, 0.1795841477120885] Predicted: 3.1837806696098103 Movie Vector: [1.1571017293550676, -0.5563008542809835] User Vector: [2.0445166931487013, -0.6035160767554442] Predicted: 2.7014503104090277 Movie Vector: [2.0266512990618066, -0.17240152122368543] User Vector: [1.7247937194517142, -1.0960860211379697] Predicted: 3.6845223295766645 Movie Vector: [1.275596432325798, -1.195585277476056] User Vector: [1.9844464402715958, -0.6786199880648989] Predicted: 3.3427008660834474 Movie Vector: [2.043721076733891, 0.3445939883123961] User Vector: [0.8368669007527103, -0.3546327373067835] Predicted: 1.5881182141545966 Movie Vector: [1.873739035531934, 0.333115535673846] User Vector: [1.5684453444337536, -0.5567661243207342] Predicted: 2.753389821215701 Movie Vector: [1.5902595080943642, -1.0435825507756284] User Vector: [2.041110728290253, -0.5926972714110597] Predicted: 3.864424273073896 Movie Vector: [2.171683492665391, -0.2786472494674938] User Vector: [1.7975961592960352, -0.7381705170649313] Predicted: 4.109499089840047 Movie Vector: [2.104676576636939, -1.3350181072798164] User Vector: [1.6190879134900782, -0.17594907644591548] Predicted: 3.642551610053 Movie Vector: [1.9630025657143098, -0.6878398898048077] User Vector: [2.0338445114114245, -0.22067796037555343] Predicted: 4.1442330981116635 Movie Vector: [1.7797652304362928, -0.712504915994451] User Vector: [1.7446103665819481, -0.09682605295212544] Predicted: 3.1739859098259946 Movie Vector: [2.186962837977722, -0.36343375152906143] User Vector: [1.3500570874670443, -0.957116821359803] Predicted: 3.300373236477229 Movie Vector: [2.229466961158122, -0.3935668560109137] User Vector: [1.3069479287817762, -0.6827576361761861] Predicted: 3.182508003460313 Movie Vector: [1.8315886776335266, 0.9532465997867672] User Vector: [1.5844730476143707, -0.3673979445425594] Predicted: 2.551882052622127 Movie Vector: [2.2350437920820445, -0.28368656734016234] User Vector: [1.8516355989458706, -0.6265900165907724] Predicted: 4.316241821558338 Movie Vector: [1.6888161981049692, 0.3187746780955847] User Vector: [2.038484421473627, 0.013753076347449922] Predicted: 3.447009643054781 Movie Vector: [1.9233880576864735, 0.02339383189568025] User Vector: [2.026959101823873, 0.08437899836381985] Predicted: 3.9006028779701873 Movie Vector: [1.9095930702701827, 0.050667494624420766] User Vector: [1.7897954421668174, 0.04715910275705731] Predicted: 3.4201704071483476 Movie Vector: [1.7219015581632877, -1.0837648794937584] User Vector: [2.018312622716893, -0.10344685332299802] Predicted: 3.5874477164424574 Movie Vector: [2.1666435681606666, -0.26012904831098815] User Vector: [1.9866652929464546, -0.5236675224575721] Predicted: 4.4406167132987235 Movie Vector: [2.2249080324966513, 0.377933179186287] User Vector: [1.721348028275481, -0.3338086141861753] Predicted: 3.7036837040332404 Movie Vector: [2.024283433728937, -0.5479647447157514] User Vector: [1.748901556965945, -0.7418218035152397] Predicted: 3.9467646441767137 Movie Vector: [2.053307070671306, -0.5697465057542168] User Vector: [1.8853557447556948, 0.5498853119494052] Predicted: 3.557919046388893 Movie Vector: [1.630113745743541, -0.08327631317891222] User Vector: [2.2664212376719584, -0.25622051184857414] Predicted: 3.7158615127617116 Movie Vector: [1.801399153260524, -1.2422687779341308] User Vector: [2.0868409570006397, 0.17916846293011604] Predicted: 3.536658145441802 Movie Vector: [2.243802028068944, -0.8547049540348507] User Vector: [1.2452884529866832, -0.1335950707091033] Predicted: 2.9083651251120646 Movie Vector:
avg loss: 8.614977167092377: 82%|█████████████████████████████████████▌ | 57198/70000 [01:32<00:18, 676.30it/s]
[1.3235128382281838, -1.1926147532089713] User Vector: [1.466370073038425, -0.23360322972717146] Predicted: 2.2193582754298444 Movie Vector: [2.3051389810343066, -0.26953881904745347] User Vector: [0.875141871899602, -0.8828079170011487] Predicted: 2.255274646245336 Movie Vector: [1.6711687944215192, -0.09139897653041074] User Vector: [2.0272936471690532, -0.5354765000160145] Predicted: 3.4368918843354614 Movie Vector: [1.9931700190657016, -0.2223584491342691] User Vector: [1.9495229508426148, -0.11308289575388583] Predicted: 3.910875634423444 Movie Vector: [2.246550767872779, -0.27625514859282885] User Vector: [1.8669176934151124, -0.6125866182592019] Predicted: 4.363355584950173 Movie Vector: [2.1745866438120784, -0.042930181813276194] User Vector: [1.5128635935420587, -0.2754984474233502] Predicted: 3.3016801628632657 Movie Vector: [2.2210286812522364, 0.3282320773425177] User Vector: [1.9813911294373447, 0.0029725727319485588] Predicted: 4.4017022209819645 Movie Vector: [1.9503976424538578, -0.26116286925224785] User Vector: [1.6684614711190877, -0.12168863956818] Predicted: 3.2859438740607927 Movie Vector: [1.8431498271754891, -0.6952819769086171] User Vector: [2.285709088903494, -0.0729657101614321] Predicted: 4.263636055393501 Movie Vector: [1.7017489212352988, -0.30357725949570036] User Vector: [1.644722388021887, -0.7803086745030156] Predicted: 3.0357885185141384 Movie Vector: [0.3220161205525719, -1.4710581168397643] User Vector: [0.9386432924104838, -1.0259361027366136] Predicted: 1.811469902894367 Movie Vector: [2.007017742570135, 0.006209426874196747] User Vector: [2.0514878694302747, -0.6987564437604195] Predicted: 4.113033675573561 Movie Vector: [2.0943338974354013, 0.16902078325778] User Vector: [1.9180667782256167, 0.3706148067951221] Predicted: 4.079713876114061 Movie Vector: [0.036586563740218625, 1.3860155417825724] User Vector: [1.9073729407210396, -0.6063808856254315] Predicted: -0.7706691100446699 Movie Vector: [2.0461495745457507, -0.27815087748560136] User Vector: [1.9893178499184017, -0.25790903518069086] Predicted: 4.142179496693779 Movie Vector: [1.534031382020119, -0.8399951586293234] User Vector: [1.8344765018038653, 0.2536268548612491] Predicted: 2.6010991931637855 Movie Vector: [1.7003069237819464, -0.44775146902597923] User Vector: [2.3523135802915007, -0.12010906767428496] Predicted: 4.05343407897044 Movie Vector: [2.2174904463154705, -0.07492843093190699] User Vector: [2.1332096480499794, -0.4922785945004227] Predicted: 4.767257677206097 Movie Vector: [1.752396505113042, -0.198825026028846] User Vector: [2.1978960982562423, -0.16441734506598799] Predicted: 3.884275724098169 Movie Vector: [1.883569201756, -0.5255674972756037] User Vector: [1.8674182098385312, -0.5650545235523242] Predicted: 3.8143857186178343 Movie Vector: [1.923517370076504, -1.1547231781778236] User Vector: [1.616207662356903, 0.05659360937312301] Predicted: 3.043453559714358 Movie Vector: [0.3697897647967708, -0.10351937541164904] User Vector: [0.42353378960708477, -1.206579820656654] Predicted: 0.2815228498609652 Movie Vector: [1.7289956349752482, -0.011524246763289538] User Vector: [1.5610847867772992, -0.3960464539844668] Predicted: 2.703672919229659 Movie Vector: [2.1652958165399054, -1.0684499826292593] User Vector: [1.873863838723093, -0.7202793174065277] Predicted: 4.827051954923741 Movie Vector: [1.2319792195726902, 1.1745128345296683] User Vector: [2.0276090932777344, -1.0711482121450653] Predicted: 1.2398949454869064 Movie Vector: [1.830676588096418, -0.21810276624088834] User Vector: [0.9546510911174639, -0.4614629551194818] Predicted: 1.8483037493386953 Movie Vector: [1.4732376822558546, -0.9656661537268252] User Vector: [2.031652377292813, -0.5060758917204378] Predicted: 3.4818071993240087 Movie Vector: [2.3739113956288262, -0.7428234568562769] User Vector: [1.959862440440369, 0.15064497779161246] Predicted: 4.5406371580651115 Movie Vector: [1.179268719112553, -0.8421140223257679] User Vector: [1.612446396896303, 0.05885156683906565] Predicted: 1.8519478674345353 Movie Vector: [1.9723798873297185, -0.19557314125800362] User Vector: [1.735801617271361, -0.09200765526063974] Predicted: 3.441654424459537 Movie Vector: [1.5885122159512453, -0.9028733424341732] User Vector: [2.0584403361087795, -0.8842424424463703] Predicted: 4.0682165492492945 Movie Vector: [1.9735216073922837, -0.13863823017642532] User Vector: [2.0286282568437923, 0.06831940165586298] Predicted: 3.994070017315486 Movie Vector: [1.7728632661996324, -1.1557213410530165] User Vector: [1.926136317960377, -0.1512413015754281] Predicted: 3.589569123684325 Movie Vector: [0.9845331558535718, -0.15129716461927503] User Vector: [0.9946604772470148, -0.2715965680067337] Predicted: 1.0203680093265683 Movie Vector: [0.4450820325801954, -0.428102530509625] User Vector: [1.6913356294962247, -0.5578793536769135] Predicted: 0.9916126627796448 Movie Vector: [2.3766249233240235, 0.11817127672832327] User Vector: [1.858488581487703, -0.520794080087784] Predicted: 4.355387381120259 Movie Vector: [1.7775921816326452, -0.5966392371001212] User Vector: [1.7853133520621105, -0.6186713750898454] Predicted: 3.542682673639266 Movie Vector: [-0.025252880266848854, -1.457617894558658] User Vector: [1.5566295972163389, -0.7898864267313249] Predicted: 1.112043209434238 Movie Vector: [2.0305719654321117, 0.13971815832146936] User Vector: [2.1254754526539026, -0.47353856334356764] Predicted: 4.2497689314085845 Movie Vector: [1.2053426787414976, -0.9844335226818148] User Vector: [1.8109776694001067, -0.18899858833666916] Predicted: 2.3689052212739163 Movie Vector: [1.7593712348278567, -1.0856853550941945] User Vector: [1.716333551297401, -0.4914722735190713] Predicted: 3.553252129317093 Movie Vector: [2.183149192264597, -0.2628992934295366] User Vector: [1.216635303854219, -0.39909115325400735] Predicted: 2.761017163094388 Movie Vector: [2.170400227455627, 0.38850348487937986] User Vector: [1.6942931792507931, -0.057296952182707736] Predicted: 3.6550342360264896 Movie Vector: [2.2092664289415733, -0.030446470497343024] User Vector: [1.7112104233500605, -0.39577587436510564] Predicted: 3.7925697196446033 Movie Vector: [1.9281019395801122, -0.08729220010953972] User Vector: [1.9845678482411255, -0.21518956909065853] Predicted: 3.8452334883485912 Movie Vector: [1.8773692359959542, 0.5368530430482888] User Vector: [2.1681037758117614, -0.5810088187127408] Predicted: 3.7584149767918436 Movie Vector: [1.9297894469546493, -0.004634529130894436] User Vector: [1.8110119402159954, -0.5269278682186433] Predicted: 3.4973137930928315 Movie Vector: [1.8518237357423073, -0.15907484107969702] User Vector: [1.4203140969944443, -0.1808665211530326] Predicted: 2.65894267013277 Movie Vector: [2.090813664620506, -0.5588072837154667] User Vector: [1.9229737968906344, -0.17873949410418657] Predicted: 4.120460822439153 Movie Vector: [0.8659402238666319, -0.6707054791956255] User Vector: [1.9325221844919582, -0.047787930155877845] Predicted: 1.705500319661164 Movie Vector: [2.2398324138976786, -0.08008426379146556] User Vector: [1.7306759333017123, -0.09124759122920996] Predicted: 3.883731549528128 Movie Vector: [2.171007032305629, -0.07645553690801911] User Vector: [1.573841822742398, -0.2244771981426539] Predicted: 3.43398418961806 Movie Vector: [1.6824359022794455, -0.5683118642630182] User Vector: [1.8800341592820902, 0.323064912803541] Predicted: 2.9794353442145924 Movie Vector: [1.997409767565335, -0.7901012807326263] User Vector: [2.039945925426364, -0.47297188534237433] Predicted: 4.44830360911126 Movie Vector: [2.088113100075135, -0.6771674069783481] User Vector: [1.0115184319062227, -1.8012078610587021] Predicted: 3.33188414533298 Movie Vector: [1.9223308555497718, -0.750280888364465] User Vector: [1.8831509903103196, -0.5694444010519327] Predicted: 4.0472825054280515 Movie Vector: [1.3764552549988847, -0.11143863952775371] User Vector: [1.773822722039611, -0.6802875254304608] Predicted: 2.517397923509521 Movie Vector: [1.630191708482452, -1.3017570013034414] User Vector: [2.2375281916309304, -0.2883962480947901] Predicted: 4.023021740599515 Movie Vector: [1.9522180667309685, -0.9043051126339158] User Vector: [1.0889862411901947, -1.788530621919879] Predicted: 3.7433159999774097 Movie Vector: [2.153980039999475, -0.3167715108363432] User Vector: [1.5222812333818125, -0.0024957052024005446] Predicted: 3.2797539602777737 Movie Vector: [1.6770418590897784, -0.2842166041115512] User Vector: [1.589239084768398, -0.5530693886393583] Predicted: 2.8224119727352623 Movie Vector: [1.976281456455881, -0.36433010958242396] User Vector: [1.6214075967541466, -0.3481754336086972] Predicted: 3.3312085607024793 Movie Vector: [1.8991670787636616, -0.5302871957954945] User Vector: [2.014555487841764, -0.35617896768190394] Predicted: 4.014854606825117 Movie Vector: [2.306543909908461, 0.1038100546239738] User Vector: [2.105568517537091, -0.4363354523772529] Predicted: 4.811290233874505 Movie Vector: [0.9915891077245431, 0.6761509270355209] User Vector: [1.1694701373998073, -0.9929194298485984] Predicted: 0.4882704570910631 Movie Vector: [1.8629634587947392, -0.7925877715399997] User Vector: [1.00728981518501, 0.6278772049179532] Predicted: 1.3788963234590959 Movie Vector: [1.631072697581161, -0.6059154220161048] User Vector: [2.0895342946214908, -0.4925872064681286] Predicted: 3.7066485237034934 Movie Vector: [1.6223613614290415, -1.150638306824128] User Vector: [1.982080959409409, -0.8408415513644809] Predicted: 4.183156062739429 Movie Vector: [0.5723652654088723, -0.8024597562889336] User Vector: [1.868759869045969, -0.3324918018604952] Predicted: 1.336424528720987 Movie Vector: [2.012137729435963, 0.0639680178136436] User Vector: [1.411229110098317, -0.2259196584961242] Predicted: 2.8251357045680296 Movie Vector: [2.397710887260655, -0.21676976992808386] User Vector: [1.6499836806809778, -0.06197454258999362] Predicted: 3.96961804230982 Movie Vector: [0.6356440277934395, -0.35321741357510805] User Vector: [1.0586815145672375, -0.31723233893027136] Predicted: 0.7849965683293103 Movie Vector: [1.5646272129776666, -0.5902515510150379] User Vector: [1.841201625550819, 0.041306327542067825] Predicted: 2.8564130440170863 Movie Vector: [1.8768635318778646, -0.07370460247206512] User Vector: [1.7813540270023527, -0.22926192579106675] Predicted: 3.360256069746903 Movie Vector: [2.1886635595558226, -0.23994600417079484] User Vector: [1.705754792685563, 0.783232724415356] Predicted: 3.5453897937293184 Movie Vector: [2.047865868276748, 0.4888029599184958] User Vector: [1.786895277831997, -0.7367974941557908] Predicted: 3.2991730536531625 Movie Vector: [2.0167813568179485, -0.30112833649621035] User Vector: [1.064831468695583, -0.32064977195227357] Predicted: 2.244088986644204 Movie Vector: [1.7042494845455194, 0.39806519733183937] User Vector: [1.9685588370340596, -0.05304790601197506] Predicted: 3.3337988581381257 Movie Vector: [1.813805476154641, 0.5053524011485445] User Vector: [1.9645031261160053, -0.9311239238017743] Predicted: 3.092680817412041 Movie Vector: [2.0009887688933867, -0.22281197899464222] User Vector: [1.2855924312082212, -0.5359849161233029] Predicted: 2.6918798760947054 Movie Vector: [2.0195529552780167, -0.9019138338503895] User Vector: [2.005307993413772, -0.8321764142051903] Predicted: 4.800377104517085 Movie Vector: [2.348220372200335, -0.056796294925482896] User Vector: [2.0767251399008053, -0.9756878634300491] Predicted: 4.932023736622249 Movie Vector: [1.5669612190712428, -0.8354424205625466] User Vector: [1.5766342986992024, -0.7170428754255018] Predicted: 3.0695728382118457 Movie Vector: [1.8757522116860457, 0.04977582595114251] User Vector: [1.8771223113909532, -0.36833342873449765] Predicted: 3.5026822265561264 Movie Vector: [2.1363365443266082, 0.009300667502344092] User Vector: [1.6181962383866262, 0.23857524583949358] Predicted: 3.4592306689930443 Movie Vector: [2.169599609743104, -0.301592430912373] User Vector: [1.6542566271772559, -0.5111239177918064] Predicted: 3.7432256376030044 Movie Vector: [2.1102161260979764, 0.4768735589630543] User Vector: [1.732311871451356, -0.2766963177163052] Predicted: 3.5236032887862696 Movie Vector: [1.7654982487778073, -0.14566961454016764] User Vector: [1.793381016160622, -0.40676942500784047] Predicted: 3.2254649887705606 Movie Vector: [1.8659649185615526, -0.627333278994788] User Vector: [1.7281716596145524, -0.4474688961821156] Predicted: 3.5054198199831568 Movie Vector: [1.8513638262831589, -0.28047872413120417] User Vector: [1.9214077668105656, -1.05110403971286] Predicted: 3.8520371550004056 Movie Vector: [2.1960627243373696, -0.33393185064225556] User Vector: [1.7340815199783324, 0.8365611472717733] Predicted: 3.528797374902832 Movie Vector: [2.0471663196305463, 0.3023378583648828] User Vector: [2.353537021020777, -1.2564374470447435] Predicted: 4.438213114528395 Movie Vector: [1.7353360270994036, -0.15523016811028878] User Vector: [2.2932849705866607, -0.5293079564066159] Predicted: 4.06178459291974 Movie Vector: [1.0423470268842476, -1.2584205950343448] User Vector: [2.10403165326212, -0.5993309011810253] Predicted: 2.947341487534815 Movie Vector: [1.0346251847470764, -2.725332294337549] User Vector: [1.9064018875991953, -0.21157491455551863] Predicted: 2.549023352469355 Movie Vector: [1.9500676718820333, -0.09697760034637372] User Vector: [1.9417945607925815, -0.7844463347527436] Predicted: 3.862704521582814 Movie Vector: [2.0686491535350324, -0.4623815959593688] User Vector: [1.4267704980115585, -0.3347245429314979] Predicted: 3.1062580513678038 Movie Vector: [1.7422321234316038, -0.5862670842936949] User Vector: [1.8312495066155114, -0.3974301639334854] Predicted: 3.423461939863469 Movie Vector: [1.9473278380335102, -0.8719413611521862] User Vector: [2.016283181534155, 0.929200376853024] Predicted: 3.116156127383883 Movie Vector: [1.5126345385671849, -0.09830044280423636] User Vector: [1.784614468085887, -0.6272326585296434] Predicted: 2.76112673052816 Movie Vector: [1.6350855593429752, -1.1449029584085606] User Vector: [1.3842699533748002, -0.5240325203759639] Predicted: 2.8633661938762445 Movie Vector: [1.9734243311711865, 0.028321958253197044] User Vector: [1.454984618725671, 0.19863970537347644] Predicted: 2.876927913516086 Movie Vector: [2.160253097299098, 0.23463560663886915] User Vector: [1.9575167514472098, -0.11397468576082137] Predicted: 4.201989105793739 Movie Vector: [1.11324590117479, -0.6333272278406373] User Vector: [1.9348427984213157, -0.06903274258422265] Predicted: 2.197676130251192 Movie Vector: [2.180007015579526, -0.2564204598977772] User Vector: [2.0412791427729924, -0.6987880281058453] Predicted: 4.629186399539246 Movie Vector: [1.9279976857532657, 0.08951538671653234] User Vector: [1.9430070366335943, -0.48199193568285953] Predicted: 3.7029673755149792 Movie Vector: [1.8088908903244867, 0.555906977943613] User Vector: [1.6572112962869796, -0.2259887016227589] Predicted: 2.8720857210278425 Movie Vector: [2.0547050840030527, -0.2799911583267201] User Vector: [1.9847637519032473, -0.1913026214965095] Predicted: 4.131667214164322 Movie Vector: [1.6115598023112245, -0.2524750521811572] User Vector: [1.4120255291013577, -0.6584068755496818] Predicted: 2.441794892797825 Movie Vector: [2.2632871285710903, -1.5006888352938892] User Vector: [2.2829176114726644, 0.5141985239943895] Predicted: 4.3952460615513615 Movie Vector: [2.047932586260296, -0.7772942292003503] User Vector: [1.4756959103461051, 0.6275549435059558] Predicted: 2.5343309061155104 Movie Vector: [1.552284729373761, -0.18013137804485238] User Vector: [1.7909680950575655, -0.17265626834352135] Predicted: 2.8111932362982732 Movie Vector: [1.4763824939935082, -0.7408852971852393] User Vector: [1.8430025797985359, 0.1014481718578672] Predicted: 2.6458152862436166 Movie Vector: [1.658455395312132, 0.28700108086782217] User Vector: [1.715911811209871, -0.13826044344710697] Predicted: 2.8060823044702388 Movie Vector: [2.0480541537753014, -0.8018434404287117] User Vector: [1.5841404570902586, -0.39620012657253173] Predicted: 3.5620959158964185 Movie Vector: [2.076134458195488, -0.6497770770595688] User Vector: [1.714744649533658, -0.5885346541374208] Predicted: 3.9424567812168503 Movie Vector: [1.0904496554856533, -1.5315600147356347] User Vector: [1.4889883734098623, -0.8252714115915735] Predicted: 2.887619554105016 Movie Vector: [0.9423944152479773, -1.6634775382056852] User Vector: [2.2315087616294322, -0.1476118479979444] Predicted: 2.348510388054119 Movie Vector: [2.3808808448888676, -0.31978622808233387] User Vector: [1.5608098320055699, 0.4336747642491178] Predicted: 3.577419014462552 Movie Vector: [1.4603784713784773, -0.8903234667689176] User Vector: [2.0021509505367714, -0.7184312122176468] Predicted: 3.5635343121104666 Movie Vector: [2.059234171852385, -0.7671778239728427] User Vector: [1.9486500062085803, -0.9572310832874367] Predicted: 4.747093141280693 Movie Vector: [1.9856980857850348, -0.8685422726081357] User Vector: [1.5862234400512598, -0.2478046358185553] Predicted: 3.364989650093819 Movie Vector:
avg loss: 8.601875255675813: 82%|█████████████████████████████████████▋ | 57334/70000 [01:33<00:20, 610.71it/s]
[1.3329728971405392, 0.09823090932067423] User Vector: [1.7343039657600965, -0.16608080734534314] Predicted: 2.2954659130353177 Movie Vector: [1.2467883143472007, -1.2190026530636495] User Vector: [1.6573755411981745, 0.23750464043888792] Predicted: 1.7768776704408191 Movie Vector: [1.9995171734271104, -1.18018075505461] User Vector: [1.802451012560596, -0.3808043574930744] Predicted: 4.053449728030258 Movie Vector: [2.309212562509799, -0.5047150334363906] User Vector: [1.9105541419477428, 0.37000850821514303] Predicted: 4.225126769345302 Movie Vector: [2.229905237189, -0.4745167969932914] User Vector: [2.3289869920013793, -0.623028363837697] Predicted: 5.489057714453166 Movie Vector: [1.7473027403976575, -0.14154256266729562] User Vector: [1.7917494451896014, -0.8193215334832231] Predicted: 3.246697585183487 Movie Vector: [1.0246401648809638, -0.8308162148686471] User Vector: [1.7678249492778964, -0.5268241515318856] Predicted: 2.2490784949858926 Movie Vector: [1.1488702089461673, -0.43366857105498896] User Vector: [1.8734541898893111, -0.1962987818075578] Predicted: 2.237484318795524 Movie Vector: [1.527222428333132, -0.524180825362315] User Vector: [2.4383813407017683, 0.17509849346798464] Predicted: 3.6321673995230066 Movie Vector: [1.709438686459507, -0.950271389244651] User Vector: [1.7832456262579781, 0.3978338036410699] Predicted: 2.670298979710616 Movie Vector: [1.4754361459778835, 0.19987162054084526] User Vector: [1.5668004510002183, -0.09900730682739577] Predicted: 2.2919252680791957 Movie Vector: [2.0726269176800334, -0.6270165501494429] User Vector: [1.9181847643839216, -0.19138544831258758] Predicted: 4.095683219295612 Movie Vector: [1.5689247624284512, -0.42717483682353385] User Vector: [1.7489244537328894, 0.6285791419238468] Predicted: 2.4754176906961862 Movie Vector: [2.1009200754642166, -0.32646479746625634] User Vector: [2.038559648705924, -0.9104907070629711] Predicted: 4.580094055273777 Movie Vector: [1.5860947157399008, 0.40124918297278195] User Vector: [1.9190473171186613, 0.1691761655140331] Predicted: 3.1116726071277165 Movie Vector: [1.865498797345711, -0.21608175901171148] User Vector: [0.9511176066278415, 0.27983485324432306] Predicted: 1.7138415439767518 Movie Vector: [1.7503573600226878, -0.11797479136667313] User Vector: [1.9515185793902803, -1.1732054658324556] Predicted: 3.5542635787186216 Movie Vector: [2.139786480493432, -0.05408076736264782] User Vector: [1.7027826489264386, -0.870166426781342] Predicted: 3.6906505594851358 Movie Vector: [2.0062826865267214, 0.43231110482379376] User Vector: [2.1003053434767143, 0.7154698533618833] Predicted: 4.523111809811884 Movie Vector: [1.3050852238143753, -1.304140268151105] User Vector: [2.0782581460146177, -0.9166595099769677] Predicted: 3.9077565767801588 Movie Vector: [2.4425588472860813, -0.6168961758470627] User Vector: [1.9292106934621578, -0.06070672387161426] Predicted: 4.7496603933995125 Movie Vector: [1.5530310165121457, -1.157257813165949] User Vector: [1.5717284914271616, -0.7144272909092518] Predicted: 3.2677196610659403 Movie Vector: [1.2754782549746102, -0.6825237339420057] User Vector: [1.5271742161021842, -0.5425509474261409] Predicted: 2.3181814026872947 Movie Vector: [1.948710808713331, -0.5500498663149888] User Vector: [1.7704717760584128, -1.4337538984167986] Predicted: 4.238773626679671 Movie Vector: [2.2648048376612993, -0.3746916968228752] User Vector: [1.892488628055137, -0.44857860275629285] Predicted: 4.454196077863459 Movie Vector: [2.1640429470849165, -0.8123754595545782] User Vector: [1.5008034918459068, -0.4576604075900434] Predicted: 3.6195952954254467 Movie Vector: [1.5902331147794926, -0.17696237310902055] User Vector: [0.9133089168058172, -1.7110035422649594] Predicted: 1.7551573307651465 Movie Vector: [0.5943049562676141, 0.4525659600184215] User Vector: [1.4945029082427903, -0.8330166944732648] Predicted: 0.5111954854793885 Movie Vector: [2.050613863034793, 0.1999738995944663] User Vector: [1.6789530914486865, -1.3102970877758775] Predicted: 3.1808592664399846 Movie Vector: [1.9521153730163958, -0.3591407687917365] User Vector: [0.986125070780197, -1.4562063011353434] Predicted: 2.448012960896022 Movie Vector: [1.835590208941422, -0.30543089501698883] User Vector: [1.7911813132417924, 0.07245822349595013] Predicted: 3.2657439009717635 Movie Vector: [1.9142763075074842, 0.9548100598729149] User Vector: [1.7383216233905936, -1.1014309949586256] Predicted: 2.2759705042422316 Movie Vector: [2.1495559131925925, 0.0041096014757006135] User Vector: [2.098736087872818, -0.5145793341294751] Predicted: 4.5092358519268005 Movie Vector: [1.9424854588998255, 0.48495650792552525] User Vector: [1.9951497159857576, -0.4719510036030483] Predicted: 3.6466736010111696 Movie Vector: [2.0093586501253036, -0.5991633739296454] User Vector: [1.9978942384459013, 0.05310392915199967] Predicted: 3.982668140697145 Movie Vector: [2.26327118461532, 0.1499357743224135] User Vector: [1.6949297837263928, 0.008931055814821301] Predicted: 3.837424824223333 Movie Vector: [2.187093871041233, 0.08104048370552694] User Vector: [1.8372905197244167, 0.03067162671542436] Predicted: 4.020812478476487 Movie Vector: [2.064367703474331, -0.6261924932375033] User Vector: [1.7592948846158207, -0.41309249926988495] Predicted: 3.8905069627440207 Movie Vector: [1.6594775527361365, 0.19280359814962164] User Vector: [2.349576259138561, 0.23245895222624988] Predicted: 3.943887982893498 Movie Vector: [1.7232668540035683, -0.6599152543036613] User Vector: [1.8623629563161606, -0.44435652877518866] Predicted: 3.502586004431906 Movie Vector: [1.9596451045590633, -0.8644721968787789] User Vector: [1.6562365716816116, -0.9520292594769274] Predicted: 4.068638715120453 Movie Vector: [1.2982178924499714, -0.4866734542144775] User Vector: [1.7290937531959627, -0.9661347062778668] Predicted: 2.714932562863213 Movie Vector: [1.1568436112923066, 1.1307609186234067] User Vector: [1.2265824402698897, -0.34400556901864326] Predicted: 1.0299760065144605 Movie Vector: [2.302243956596142, -0.05195070036975831] User Vector: [1.5004071524869822, -0.15504320963316495] Predicted: 3.4623579025747993 Movie Vector: [1.7840212387919239, -0.6987233558100365] User Vector: [1.8678355839847132, -0.32901475963651844] Predicted: 3.5621486493643055 Movie Vector: [2.1804713664514006, 0.05099146787127647] User Vector: [2.129469420197009, -0.4983954582954037] Predicted: 4.617833180474584 Movie Vector: [-0.27883668817871254, 1.1432211341369112] User Vector: [1.7312772681460804, -0.34198645652505427] Predicted: -0.873709764456978 Movie Vector: [2.325717459676928, -0.21406564636842182] User Vector: [2.261365980270344, 0.40179684991573583] Predicted: 5.1732874406481635 Movie Vector: [1.9588886012677271, -0.8482868669962571] User Vector: [2.050279471611563, -0.1235667887373557] Predicted: 4.1210891704359085 Movie Vector: [2.0706520729352764, -0.27218901365638903] User Vector: [2.013217991627221, -0.31723257786021775] Predicted: 4.255021230100945 Movie Vector: [1.2922164142887138, -1.1766868219523918] User Vector: [0.8606227708167167, -0.05021630302660045] Predicted: 1.171199732978564 Movie Vector: [0.34181800891756225, 0.1948090983443747] User Vector: [2.0736188644930995, -0.03343681774576199] Predicted: 0.7022864751983705 Movie Vector: [0.7703657029594098, 0.2099887922341701] User Vector: [2.0658262878272704, -0.1272964299267019] Predicted: 1.5647108968380534 Movie Vector: [2.215546347792252, -0.11998372829794576] User Vector: [2.133868502470348, -0.05379870915779257] Predicted: 4.7341395370194705 Movie Vector: [2.061826890155982, -0.4607810729639092] User Vector: [1.960863777001115, -0.627483109026219] Predicted: 4.332094003597553 Movie Vector: [1.4447588253404071, -0.7870203060522012] User Vector: [1.4823400705128098, 0.20724939244658389] Predicted: 1.9785144187566601 Movie Vector: [1.808570523016027, -0.8950450655808883] User Vector: [0.6704897406600674, 0.15445103830270984] Predicted: 1.0743873412357732 Movie Vector: [1.820991230490848, -0.6345881292912929] User Vector: [0.34588897490311665, -2.4094505918525897] Predicted: 2.158869533725578 Movie Vector: [2.220111065347808, -0.03856254090353907] User Vector: [1.9954013114986497, 1.1250434420853963] Predicted: 4.386627997714005 Movie Vector: [2.0874535532461924, 0.16769134183200937] User Vector: [1.3733390606461995, 0.11606304929415284] Predicted: 2.8862442704309483 Movie Vector: [2.370751868414035, -0.07950330881830728] User Vector: [1.8037153294312522, -0.6827076487781424] Predicted: 4.330439004369608 Movie Vector: [1.7889567045366503, 0.23306526448427306] User Vector: [2.288163652925578, -0.5418179957140973] Predicted: 3.967146753504841 Movie Vector: [0.5254459381103516, 0.9833049774169922] User Vector: [1.2241894555141108, -0.3444437272641978] Predicted: 0.3045521454184658 Movie Vector: [1.882054021262946, -0.2648252344698463] User Vector: [1.582439443728268, -0.09054450759964787] Predicted: 3.00221498892892 Movie Vector: [2.140963299434349, 0.09206459792872268] User Vector: [2.13038373724798, -0.2916940510810267] Predicted: 4.53421869962874 Movie Vector: [1.6720196276570187, -0.2462316323409685] User Vector: [0.8913170710816746, 1.2203762177536857] Predicted: 1.1898044091467388 Movie Vector: [1.6856714550631953, -0.5976153513683918] User Vector: [1.7279852990174562, -0.051266034116657345] Predicted: 2.943452862314456 Movie Vector: [1.9990339810773106, -0.8309837544394186] User Vector: [1.8468116602760503, -0.03989590552736688] Predicted: 3.724992114903522 Movie Vector: [2.1066647001102083, 0.27057460475745054] User Vector: [1.899031756185437, -0.08077762145374912] Predicted: 3.978766792146061 Movie Vector: [2.077728816223468, -0.5088069664128361] User Vector: [2.1752586673825753, -0.2897643625146638] Predicted: 4.667031742226272 Movie Vector: [2.2783066084542325, -0.3578386809942591] User Vector: [1.73246088755915, -0.08200804580208114] Predicted: 3.9764227399552303 Movie Vector: [2.585952420032918, -0.02016281926608959] User Vector: [2.0893620372394075, -0.10138278331176294] Predicted: 5.405034979260762 Movie Vector: [2.3581054490332463, -0.3616160516813265] User Vector: [2.0782666232779414, -0.22870286315227112] Predicted: 4.983474475276978 Movie Vector: [0.6058532143250945, 0.1875571510437903] User Vector: [1.5621653440013847, -0.8959201478429294] Predicted: 0.7784066644783547 Movie Vector: [-0.1326478608862282, -0.2545471097896676] User Vector: [1.6257487992920798, -0.4842597054989241] Predicted: -0.09238519214210163 Movie Vector: [2.0438182054389977, 0.7755468510433797] User Vector: [1.3605715257826634, -0.409140525219224] Predicted: 2.4634532082285188 Movie Vector: [2.023242540717332, 0.06219028012782157] User Vector: [1.038062085137892, -0.2782662674218989] Predicted: 2.082945913435629 Movie Vector: [1.73190408136745, -0.7698824548558267] User Vector: [2.3992375639980574, 0.4224580196002271] Predicted: 3.83000631205498 Movie Vector: [1.5832368343665855, -0.1158943744819328] User Vector: [1.5284837501243744, -0.14505774340404948] Predicted: 2.4367631503632547 Movie Vector: [1.9407578031578845, -0.1511809508032821] User Vector: [1.5811986581346542, -0.2768475023140946] Predicted: 3.110577702744965 Movie Vector: [0.14068364980077047, -0.07475467170678726] User Vector: [1.5250268612548963, -0.6761102317584234] Predicted: 0.2650887432982528 Movie Vector: [1.8339282232964895, -0.1344243639802646] User Vector: [1.6825906467859935, -0.28793248308767727] Predicted: 3.1244556163038477 Movie Vector: [2.231403459389702, 0.012793765922245034] User Vector: [1.4819895213579446, 0.012875875078069685] Predicted: 3.307081275669199 Movie Vector: [2.1996910209210343, 0.6273363285361389] User Vector: [1.5186105613762209, 0.6112666580332541] Predicted: 3.7239437971422613 Movie Vector: [1.8796639377931255, 0.0737771680096404] User Vector: [0.5707054763067341, 0.8372595659683412] Predicted: 1.1345051425809418 Movie Vector: [1.596009513341917, -1.0370677018707082] User Vector: [1.1923042822380285, -0.9773491416312781] Predicted: 2.9165062054870585 Movie Vector: [1.721767248719214, -0.662765493881479] User Vector: [2.08367549480334, -0.9220729362981571] Predicted: 4.198722348931587 Movie Vector: [1.8545380660968898, -0.2750962244583722] User Vector: [1.5919523366010377, -0.3427453173040055] Predicted: 3.046624150379632 Movie Vector: [1.5340957986565804, -1.1486508327179172] User Vector: [1.7158014262306815, -0.4621515714834186] Predicted: 3.16305454673578 Movie Vector: [1.2779690919054683, -1.0360635602090147] User Vector: [1.6692212737330603, -0.9305257953267446] Predicted: 3.09729706375448 Movie Vector: [2.2221274634334356, -0.051587553205400566] User Vector: [1.731560999817851, -0.596570160235752] Predicted: 3.878524847187421 Movie Vector: [2.2631558390468802, -0.3304989655273623] User Vector: [1.7413625377497999, -0.7443380696481635] Predicted: 4.186977757227305 Movie Vector: [1.80926304400242, -0.6093597550560674] User Vector: [1.866268166292941, -0.07694015676693314] Predicted: 3.4234542585534546 Movie Vector: [1.5995741666025214, -0.5825508179964108] User Vector: [1.6172670612070408, -0.909556608197425] Predicted: 3.116801557723412 Movie Vector: [1.867503247231221, 0.10254214437788436] User Vector: [1.7389378433685267, -0.32666811034407556] Predicted: 3.213974820689427 Movie Vector: [1.4633507876083698, 0.3198320340535139] User Vector: [2.210543988016519, -0.6325321225639519] Predicted: 3.0324972505431047 Movie Vector: [2.0539532429809904, 0.3590104536510684] User Vector: [1.7211344640592943, -0.9726123881339396] Predicted: 3.1859516993703214 Movie Vector: [1.7262230502856992, 0.00911466930130006] User Vector: [1.835386069361804, -0.2313837690339117] Predicted: 3.166176752569181 Movie Vector: [1.9131240638111475, -0.3975489172023332] User Vector: [1.8157066369710366, -0.34299554505460494] Predicted: 3.610029567552584 Movie Vector: [2.232072710313128, -0.9334874395178264] User Vector: [2.2584421934359558, 0.3071137637445285] Predicted: 4.754320346829557 Movie Vector: [1.9485587826877964, 0.001018640668587003] User Vector: [2.098711248612019, -0.27123200544461606] Predicted: 4.089185947857254 Movie Vector: [2.122233723682018, -0.27412513380989423] User Vector: [1.5811229988096813, -0.16158608425547122] Predicted: 3.3998073563314968 Movie Vector: [1.9044272938346003, -0.637292195119944] User Vector: [1.8006912863255495, -1.0703220158798852] Predicted: 4.111393500433807 Movie Vector: [0.9487493221604264, -0.2933076545009782] User Vector: [1.9338092896155377, -0.20783742136826264] Predicted: 1.8956605592893336 Movie Vector: [1.7887838581702402, 0.1939744094291929] User Vector: [1.4567672070653603, -0.5221252762649838] Predicted: 2.504562722998706 Movie Vector: [1.330970681995441, -0.28732641990528834] User Vector: [2.1065016332379902, -0.602312896227578] Predicted: 2.9767523235511333 Movie Vector: [1.7895011908665572, -0.14150710962622914] User Vector: [1.3790924205969841, -0.27740149578647766] Predicted: 2.5071418128480834 Movie Vector: [0.846905719855164, -1.4653049555114062] User Vector: [1.9703848257609438, -0.48232414521212696] Predicted: 2.375482139394897 Movie Vector: [1.8968422202941255, -0.8747111895040923] User Vector: [1.4091898175793829, -0.6578071290219653] Predicted: 3.2484019986842254 Movie Vector: [1.496043406978342, -0.04200709526634071] User Vector: [1.8858512088291535, -0.35645396935377943] Predicted: 2.8362888633597008
avg loss: 8.58720520488413: 82%|██████████████████████████████████████▌ | 57471/70000 [01:33<00:19, 631.86it/s]
Movie Vector: [0.32115997244730377, -0.7373872145263167] User Vector: [1.55441785388713, -0.2155059117545352] Predicted: 0.6581280991086187 Movie Vector: [1.75802839650456, -0.13517642424053256] User Vector: [2.029154889546963, 0.06828240615216688] Predicted: 3.5580817452274447 Movie Vector: [2.062892265097618, 0.8449288459056572] User Vector: [1.3291378754629233, -0.24376239269236952] Predicted: 2.53590636540798 Movie Vector: [1.8954009550832998, -0.6319269839026337] User Vector: [1.7147409125339395, -0.8023361148275885] Predicted: 3.757139404456393 Movie Vector: [1.2311342175040856, -0.33185775016422053] User Vector: [0.40123184872460993, 0.7649338079065354] Predicted: 0.24012104560087738 Movie Vector: [2.547870508108951, -0.01831495845696607] User Vector: [1.9075848207992936, 0.37478694786645433] Predicted: 4.853414899250431 Movie Vector: [1.0551999937968866, -0.07613026759912604] User Vector: [2.2574856117562208, 0.23718641906680332] Predicted: 2.3640417379672907 Movie Vector: [0.5329323588242761, -0.793182762358781] User Vector: [0.8090862113394437, -1.0258279299250146] Predicted: 1.2448572542640397 Movie Vector: [2.058224798196065, -0.7977988630945633] User Vector: [1.9981381048915976, -0.16509223063813944] Predicted: 4.244327791617229 Movie Vector: [2.100822115838292, -0.5967322795755232] User Vector: [1.565584204683203, 0.15929692838791926] Predicted: 3.1939563021992736 Movie Vector: [2.4406017285637684, -0.32263615945096086] User Vector: [2.2872642500903444, -0.2572853021027989] Predicted: 5.665310624206233 Movie Vector: [1.6516825216853923, -0.6458601795548138] User Vector: [2.2471817568256216, -0.6418463653876533] Predicted: 4.126173839595027 Movie Vector: [1.1869557729578235, -0.43961699357180595] User Vector: [2.4124861382861984, 0.41656863749989725] Predicted: 2.680383696985521 Movie Vector: [2.216652399412135, -0.27331093700428455] User Vector: [1.9455862719035726, -0.2649890131176727] Predicted: 4.385112873349397 Movie Vector: [0.746749363832258, 0.511585988102791] User Vector: [2.072416192764586, -0.2609816535367156] Predicted: 1.4140609164413438 Movie Vector: [2.035562629369251, -0.07858156905532206] User Vector: [1.6501837331885059, -0.9493591277386273] Predicted: 3.433654468726255 Movie Vector: [2.17180224446971, -0.03585990682381465] User Vector: [2.2884602042360624, -0.5288763689330658] Predicted: 4.989048465250748 Movie Vector: [2.0429453098736183, -0.27885768558115515] User Vector: [1.6451087388952974, -0.8445828077466155] Predicted: 3.596385589408106 Movie Vector: [2.0876788267215587, -0.22673819383042215] User Vector: [2.270325635127145, -0.18598338506904774] Predicted: 4.781880295031139 Movie Vector: [1.854453095155769, 0.008974900036458145] User Vector: [1.7575197452670994, -0.5289507721175759] Predicted: 3.254490651103988 Movie Vector: [1.6598441852568322, -0.7938486065772943] User Vector: [1.8375974870591363, -0.3504410054314662] Predicted: 3.3283226075869896 Movie Vector: [2.15405951241273, -1.2289208160660656] User Vector: [1.8608479062953316, 0.02769823900540366] Predicted: 3.974338191226658 Movie Vector: [0.4460615963737004, 1.2558376265837075] User Vector: [1.8131094705412967, -0.8769891612123852] Predicted: -0.2925974819266728 Movie Vector: [1.1006199876725546, -0.9796440779916564] User Vector: [1.6878887148546597, -0.7126215020823685] Predicted: 2.5558394909004907 Movie Vector: [1.9378288620692776, -0.5013539012518148] User Vector: [1.7993223260794484, -0.06857184840598685] Predicted: 3.521157499356773 Movie Vector: [1.9672981750378093, 0.45627802545373547] User Vector: [1.8321664048918844, -0.6394386914920224] Predicted: 3.312655801156688 Movie Vector: [2.18539455473128, -0.05813633910450275] User Vector: [2.0376675145005447, -0.4733195907375699] Predicted: 4.4806245587742355 Movie Vector: [2.3596509491241267, -0.3617861262481927] User Vector: [1.7115478166559972, -1.5883151153593238] Predicted: 4.613285802890951 Movie Vector: [1.696002314121903, -0.030599103729074227] User Vector: [1.6636188035128439, -0.19007212326948814] Predicted: 2.8273173771904228 Movie Vector: [2.203882366448531, -0.5251138632098857] User Vector: [1.9450474059375453, -0.7403353542191725] Predicted: 4.675416037777103 Movie Vector: [1.794234053600683, -0.20048703226549366] User Vector: [1.6170568770350302, -0.41283709596085577] Predicted: 2.98414699956372 Movie Vector: [1.0576048093436154, -1.1607690754751399] User Vector: [2.373851473064849, 0.4908168589966792] Predicted: 1.9408717029356226 Movie Vector: [0.8130903558945605, 0.32660116678658335] User Vector: [1.8975215035624549, -0.3180171751969741] Predicted: 1.438991654171673 Movie Vector: [1.7197432813593303, 0.20896824931546956] User Vector: [2.0308341797707885, -0.7359180162141838] Predicted: 3.3387299367277086 Movie Vector: [1.8736221197495244, -0.1618507044542043] User Vector: [1.0436299599814067, -0.3782574956987413] Predicted: 2.016589419998399 Movie Vector: [1.6948725432846576, -0.45063587203019967] User Vector: [1.1732303768179702, -0.9930768514872563] Predicted: 2.435992005579255 Movie Vector: [1.9884754313800739, -0.5460771589075871] User Vector: [2.0260705881880763, 0.7496073326125436] Predicted: 3.619448144364412 Movie Vector: [2.15220434759759, -0.6468170395632207] User Vector: [1.7322746943312484, -0.05278673880671439] Predicted: 3.762352490496155 Movie Vector: [1.2730296249905448, -0.527184913982558] User Vector: [2.0086199640938616, -0.4174130049801398] Predicted: 2.7770865587645863 Movie Vector: [1.8218094729448508, -0.6449551669233753] User Vector: [2.1425532331011614, -0.6473922788747657] Predicted: 4.320862771638891 Movie Vector: [2.303872328202119, -0.22182979216264914] User Vector: [2.1603746804703974, -0.05523416098778656] Predicted: 4.989480027336442 Movie Vector: [1.9740629452619216, -0.13861999919732773] User Vector: [2.222783169287961, -0.09634598158409935] Predicted: 4.401269369733075 Movie Vector: [1.2034231870420415, 0.47291286241040764] User Vector: [1.5715414538590637, -0.27609522641335643] Predicted: 1.760660441150768 Movie Vector: [2.5813113349246617, -1.4656233942108094] User Vector: [1.8523860999927442, 0.2519891876050896] Predicted: 4.412263988125963 Movie Vector: [2.0099304693311755, 0.04156303855453618] User Vector: [1.5822939482698408, -0.8094024243700704] Predicted: 3.1466595938956514 Movie Vector: [1.9653991688262935, 0.3517471718689154] User Vector: [1.8937449444975862, -1.1047468217412126] Predicted: 3.333373169705907 Movie Vector: [2.102695062030777, 0.07963153463764443] User Vector: [1.4304977764057472, 0.020783463975933482] Predicted: 3.009555629825861 Movie Vector: [1.19841072749802, -0.5137446816394224] User Vector: [1.8235615352809065, -0.34792286304258585] Predicted: 2.3641192266422872 Movie Vector: [2.1084792142302224, 0.2704974221962682] User Vector: [1.7765645836966975, -0.16296649126489532] Predicted: 3.70176748167053 Movie Vector: [2.068916176457849, -0.4030168830022017] User Vector: [2.052574000210159, 0.04808976169226466] Predicted: 4.227222566550059 Movie Vector: [2.1447651368992178, -0.5026123164890998] User Vector: [1.6508208570855707, -0.054163625914567096] Predicted: 3.5678463270335876 Movie Vector: [1.9819738020643352, -0.3789483044455221] User Vector: [1.4317944257028967, -0.10371436890784197] Predicted: 2.8770814259291555 Movie Vector: [2.1171910351133905, 0.6729243762925798] User Vector: [1.7697007765542803, -0.46143089345462657] Predicted: 3.436286522773845 Movie Vector: [2.2642607217379704, -0.10733184456615219] User Vector: [1.8038125247537, -0.271814633021997] Predicted: 4.113476215121127 Movie Vector: [2.3344672963404243, -0.2991240437703279] User Vector: [1.9459040102695047, -0.2647956186762786] Predicted: 4.621856010022954 Movie Vector: [2.2570411085786257, -0.9300921173845983] User Vector: [1.9544584481138707, -0.6849260183963269] Predicted: 5.048337353103833 Movie Vector: [1.8728430250417174, -0.1615683261933383] User Vector: [1.282993539960557, 0.10924124792845105] Predicted: 2.38519557690964 Movie Vector: [2.134550158313497, 0.30610403752253335] User Vector: [2.1669680915202427, -0.4975185321759353] Predicted: 4.473209651373493 Movie Vector: [0.3882158369998481, -0.5416131088813771] User Vector: [2.018077400410609, -0.5076207144351409] Predicted: 1.0583836404086844 Movie Vector: [1.521895325675398, -0.7930264266905447] User Vector: [2.263842655156385, -0.06471714726140486] Predicted: 3.496653962985402 Movie Vector: [1.386864646535851, -1.0967053007095744] User Vector: [2.289530509784759, -0.5288940413787716] Predicted: 3.755309819879494 Movie Vector: [1.4275104317882539, -0.3777922290314297] User Vector: [1.9370113346553945, -0.6371363590493676] Predicted: 3.005809051994894 Movie Vector: [1.460157687012805, -0.5763176924581435] User Vector: [1.775468404233041, -0.40529147209754746] Predicted: 2.8260404844614557 Movie Vector: [0.6536706532034654, -0.38464660612859186] User Vector: [1.7458419067634383, -0.3997354546399375] Predicted: 1.294962505560562 Movie Vector: [2.2743744672971142, 0.32831210910737496] User Vector: [1.495854869216342, -0.17022518302473105] Predicted: 3.346247132465674 Movie Vector: [2.2764642399912813, -0.20097618383175436] User Vector: [1.6584414688311029, -0.030597122661427674] Predicted: 3.781531990861347 Movie Vector: [-0.5350864343830509, -1.1492948371759444] User Vector: [1.4966475662379684, -0.5178006793702848] Predicted: -0.2057301622598806 Movie Vector: [-1.1051111908192834, 0.2714615944050293] User Vector: [1.7959958905361366, -0.42924811449005323] Predicted: -2.101299534851752 Movie Vector: [1.9902906877270972, 0.22001485304767343] User Vector: [1.8877670786965706, -0.37443546272311046] Predicted: 3.6748238740207078 Movie Vector: [2.3249814648273057, 0.112746302429513] User Vector: [2.0532381056387665, -0.2187046643413851] Predicted: 4.749082396258683 Movie Vector: [1.4771912718693756, -2.285201960413539] User Vector: [1.70054393995176, -1.2539649771025951] Predicted: 5.377591889491868 Movie Vector: [1.9387805380550018, -0.9094508982731835] User Vector: [1.7538761941022651, -0.056814052859874724] Predicted: 3.452050622691402 Movie Vector: [1.5456955225580902, -0.49592322605030426] User Vector: [2.1457581075566514, -0.9459705993147518] Predicted: 3.7858174907039484 Movie Vector: [2.2485040162646155, -0.32423610569768513] User Vector: [2.0847606880306015, -0.2197256640143277] Predicted: 4.758835773609234 Movie Vector: [1.7358958920676797, -0.944368909751178] User Vector: [1.3953782541954283, -0.7353137576621042] Predicted: 3.1166388309868176 Movie Vector: [2.102296583248598, 0.1882068047475538] User Vector: [2.02242920992636, 0.05792032991016111] Predicted: 4.262647018112664 Movie Vector: [1.8080405536689939, -0.16931642270307923] User Vector: [1.3018644285600016, 1.1602250659718205] Predicted: 2.157378524514801 Movie Vector: [2.0229141736717007, -0.9475739305281461] User Vector: [1.685535191342587, -0.564646879749828] Predicted: 3.944737691994359 Movie Vector: [2.244209322961951, 0.2697817829677831] User Vector: [1.406209048303104, -0.14210728735325395] Predicted: 3.1174894988804023 Movie Vector: [1.4598939624297522, -1.206618821414727] User Vector: [1.9325698158093765, -0.7996922109764417] Predicted: 3.786270679177018 Movie Vector: [2.110732837322426, -0.09768027255968918] User Vector: [1.8016821055877021, -0.07923904026294386] Predicted: 3.810609673730426 Movie Vector: [1.951548369950697, -1.0488948259368418] User Vector: [1.9349880967710746, -0.5321996100717749] Predicted: 4.334444283497482 Movie Vector: [1.0283812109052073, -0.1632700755152179] User Vector: [1.6936003699008195, -0.9737775140412357] Predicted: 1.9006555274406456 Movie Vector: [2.176868510255177, -0.503665631933707] User Vector: [2.007992471623309, -0.5859562934442151] Predicted: 4.666261627129357 Movie Vector: [1.7884885063301685, -0.39537971807303884] User Vector: [1.9762264266682918, -0.2561294043512283] Predicted: 3.6357266216847837 Movie Vector: [1.7000812657351005, -0.6567057248063415] User Vector: [1.5861508119098169, -0.5902935414582345] Predicted: 3.084234427950231 Movie Vector: [1.8911447919381235, 0.326936846968156] User Vector: [1.9831210800887245, -0.3292845066181978] Predicted: 3.6427138640432792 Movie Vector: [1.3920475411215312, 0.37899990412542184] User Vector: [2.2103053878226775, -0.5519613698396293] Predicted: 2.867656873996075 Movie Vector: [2.0222081223644084, 0.3186067476264486] User Vector: [1.6384417069191437, -0.16898983924955163] Predicted: 3.2594288246872822 Movie Vector: [1.8488958322578881, -0.23183925746836467] User Vector: [0.5949033564454899, -1.6162073817970881] Predicted: 1.4746146556390216 Movie Vector: [1.7983808229398905, -0.13381853836140292] User Vector: [1.8196709627204801, -0.08007152670400197] Predicted: 3.2831764180849756 Movie Vector: [2.12786186536184, 1.3588690676406672] User Vector: [2.301544718050635, -0.27123656233028426] Predicted: 4.528794262401102 Movie Vector: [2.3048950469182907, -0.221855939946515] User Vector: [2.304801356992122, -0.5409699271694098] Predicted: 5.432342623536664 Movie Vector: [1.9366139290438449, -0.03071521641779804] User Vector: [2.0898825441651225, 0.02567426963682886] Predicted: 4.0465070543475 Movie Vector: [1.3162087436788403, -0.8551936668281193] User Vector: [2.1152548076101407, -0.3645762891748023] Predicted: 3.0959002064631584 Movie Vector: [1.009846521777682, -0.6803782733318492] User Vector: [2.0525181060492166, -0.5166865925136583] Predicted: 2.4242706019476765 Movie Vector: [1.9879759574168419, -0.02151266829498169] User Vector: [1.948555235259278, -0.6357434915912039] Predicted: 3.887357498249458 Movie Vector: [2.377477469152569, -0.6148482516545811] User Vector: [1.8164737931012491, -0.14695796533987004] Predicted: 4.408982364460259 Movie Vector: [2.4251336956742926, -1.1781966404930926] User Vector: [1.4842678058885639, -0.98347282689671] Predicted: 4.7582722501308545 Movie Vector: [2.2401156683844934, -0.10535160394539142] User Vector: [2.344510542690621, 0.47335888723554487] Predicted: 5.202105683361821 Movie Vector: [1.6311191050171212, 0.15414207681521921] User Vector: [2.27350645925805, 0.22763587160151166] Predicted: 3.7434480870819344 Movie Vector: [0.8045885583201171, 0.20493188747712524] User Vector: [1.5355808445177557, -0.14584147491289104] Predicted: 1.2056232091481824 Movie Vector: [1.5596793969209628, 0.18292991363111494] User Vector: [1.0594513488938744, -0.5872314548295552] Predicted: 1.544982241596454 Movie Vector: [2.110215842776392, 0.2833227639586034] User Vector: [2.2831190616553982, 0.2967935145774418] Predicted: 4.90196237372506 Movie Vector: [1.649852518819501, -0.16362620542882372] User Vector: [1.5910076701885814, -0.29630289577450775] Predicted: 2.673410930614932 Movie Vector: [2.126087789603935, -0.09835559240568009] User Vector: [2.079220664510763, -0.5698788775989778] Predicted: 4.476656441314245 Movie Vector: [1.9260390547903234, 0.13906044482667584] User Vector: [2.1282858169458336, -0.7369804717306817] Predicted: 3.9966767709665625 Movie Vector: [1.4441989359593643, 0.5015814370410911] User Vector: [1.9168908543899197, -0.3712160017323729] Predicted: 2.582176676658587 Movie Vector: [1.6886785005644231, -0.6345772208633247] User Vector: [1.839702504967748, 0.14910356787358828] Predicted: 3.012048339851522 Movie Vector: [1.8160330374165876, -0.6944163392683496] User Vector: [2.072086589804099, -0.9065752708407465] Predicted: 4.39251838432056 Movie Vector: [2.1259659468015757, -0.2608148025019884] User Vector: [2.0445909034680443, 0.08926000840480251] Predicted: 4.3234503044499055 Movie Vector: [1.767801287195171, -0.5235301781280951] User Vector: [1.5845026587203648, -0.2710018223995019] Predicted: 2.942963472003881 Movie Vector: [1.3732725526019935, -0.3793471101902704] User Vector: [0.9467692863077897, -1.4489658137711248] Predicted: 1.8498332687516357 Movie Vector: [2.1942559087003652, 0.2349437835187166] User Vector: [1.8372252288289266, -1.4525959593364117] Predicted: 3.6900639233607566 Movie Vector: [1.5276491806897017, -0.03398815900625956] User Vector: [1.764507392360065, 0.18244807997983478] Predicted: 2.689347197907034 Movie Vector: [2.076665688761558, -0.2543629484647185] User Vector: [1.6227335198475896, -0.8771697405874553] Predicted: 3.59299450419062 Movie Vector: [2.2261245966094263, -0.3655232779335331] User Vector: [1.961506944256272, -0.08757389329574691] Predicted: 4.398569151567944 Movie Vector: [2.0479285755015737, -0.40350860156064405] User Vector: [2.14293564535551, 0.3056484447198196] Predicted: 4.265247367086375 Movie Vector: [1.7153864562353984, -0.8044408551098203] User Vector: [1.7422013659027369, -1.1628864297382109] Predicted: 3.924021981038579 Movie Vector: [1.8541112657940653, 1.1531946433619686] User Vector: [1.6565733365964193, 0.5645275831850308] Predicted: 3.7224814709565406 Movie Vector: [1.9601592304832263, -0.7339427966416012] User Vector: [0.47805581979146394, -1.1893282114568091] Predicted: 1.8099644014918281 Movie Vector: [2.0054568460469033, -0.4056951943167762] User Vector: [1.682601096454604, -0.6069817023819593] Predicted: 3.6206334477454885 Movie Vector: [2.076668668360042, 0.7656683144148264] User Vector: [1.7815969199338624, -0.6096441371319079] Predicted: 3.2330013044027375 Movie Vector: [1.6878561431832755, 0.24749062333700717] User Vector: [0.9558659557068305, -1.1046139608271153] Predicted: 1.3399826276876634 Movie Vector: [2.139776764114989, 0.11622882565436232]
avg loss: 8.5719279508244: 82%|███████████████████████████████████████▍ | 57536/70000 [01:33<00:19, 636.50it/s]
User Vector: [1.803184579646773, -0.4011108243862647] Predicted: 3.8117918248629494 Movie Vector: [0.27478155566840634, -0.7488624988628134] User Vector: [2.179162631021283, -0.654480286019848] Predicted: 1.0889094402517578 Movie Vector: [1.9674882236379496, -0.4155066720270108] User Vector: [1.871637356335485, -0.5087434804932578] Predicted: 3.8938107680061234 Movie Vector: [0.5216884613037109, -0.6107616424560547] User Vector: [1.5474181818400434, -0.10163294776574719] Predicted: 0.8693437163825763 Movie Vector: [1.7717694975745943, -0.1211430832360857] User Vector: [2.0406851765787746, -0.5935204581254739] Predicted: 3.6875246482759114 Movie Vector: [2.112793493026283, 0.03818496329768413] User Vector: [1.4205903308844683, 1.0447602108908527] Predicted: 3.0413081376565065 Movie Vector: [2.1882129776985364, -0.25809730508399037] User Vector: [1.6398575873776577, -0.1532104094625586] Predicted: 3.6279008480703037 Movie Vector: [0.3987490096572599, -0.037366498646089145] User Vector: [1.3561128877739, -0.32577215535926224] Predicted: 0.5529216357854548 Movie Vector: [1.3752115403324814, -0.42299987283138596] User Vector: [1.9998145813297552, -0.2268965194183963] Predicted: 2.846145289629715 Movie Vector: [1.9442844205913146, -0.4231670810537433] User Vector: [2.0079796502215483, -0.208653775989866] Predicted: 3.9923789601266266 Movie Vector: [1.302754073945536, -0.24798371598985736] User Vector: [1.914777477731783, 0.12089164502559348] Predicted: 2.4645050004486646 Movie Vector: [1.949659254119637, -0.43614290206016854] User Vector: [1.9206569333154682, 0.21322620341706577] Predicted: 3.651629468873954 Movie Vector: [2.087740555562551, -0.5247105013308766] User Vector: [2.083063683193133, -0.2479640238055768] Predicted: 4.47900585846485 Movie Vector: [1.857078060523073, -0.13640141049756443] User Vector: [1.9840198598484091, -0.29505047741723694] Predicted: 3.7247250546542334 Movie Vector: [1.8208237837865142, -0.7052060358699033] User Vector: [1.6658737839185027, -0.37393921710590106] Predicted: 3.296966799496794 Movie Vector: [2.1856164802684805, 0.08595064437968401] User Vector: [1.9467231072019577, -0.5487620660545061] Predicted: 4.207623652431551 Movie Vector: [0.12669552008507032, -0.22212992532464926] User Vector: [1.5533477819991792, -0.979315614080163] Predicted: 0.4143375093382661 Movie Vector: [1.5621630732594607, 0.10987837170829823] User Vector: [1.7336592003354714, 0.15631938749359472] Predicted: 2.725434504144834 Movie Vector: [1.2073709553885357, -1.16674809215553] User Vector: [2.0573367935967743, -0.8944518843316865] Predicted: 3.527568719609838 Movie Vector: [1.8546139665154115, -0.41384921827779403] User Vector: [1.68686685604327, -1.7880722784652576] Predicted: 3.8684791455368317 Movie Vector: [2.086985752632335, 0.20548549501698823] User Vector: [2.0260346286384134, -0.46424034645552975] Predicted: 4.1329107469098405 Movie Vector: [1.9642473735557737, -0.7441134580735094] User Vector: [1.6609175017181237, 0.15380341217795018] Predicted: 3.148005651543402 Movie Vector: [2.4807978723961637, -0.2920240417735635] User Vector: [2.0246554933738823, -0.5456973294595933] Predicted: 5.182117780030962 Movie Vector: [2.3601719236659005, -0.4497650318760678] User Vector: [2.1919629549951667, 0.578164656323014] Predicted: 4.913371179014598 Movie Vector: [1.916691469000679, -0.5053846132103563] User Vector: [1.8094980803545397, -0.4832433580387662] Predicted: 3.712473291377547 Movie Vector: [1.5055685441536435, 0.10477539522733943] User Vector: [1.6152547411320555, -0.2987076296316182] Predicted: 2.4005795190913846 Movie Vector: [2.0347677878935024, -0.28442590130688983] User Vector: [2.023651367424174, -0.2356122703215562] Predicted: 4.184674848706519 Movie Vector: [2.1222114872362106, -0.2366354033427501] User Vector: [2.0121033320454305, -0.3094699409148317] Predicted: 4.343340349063906 Movie Vector: [2.2775458373834168, -0.41868355665268114] User Vector: [1.63426871614871, 0.42337821655547014] Predicted: 3.544860414113722 Movie Vector: [1.7105699449037761, -0.2986420352055915] User Vector: [1.6411170688648915, -0.20420670875611804] Predicted: 2.8682302411744267 Movie Vector: [1.9584643126616201, -0.38874310271672785] User Vector: [2.165745070495597, 0.22546196951610759] Predicted: 4.153887645314136 Movie Vector: [1.6893721523579865, 0.2566460526838156] User Vector: [2.1257096478421724, -0.22447116394572203] Predicted: 3.533505044895257 Movie Vector: [1.1552843821917798, 1.2627269136485102] User Vector: [2.20279359068767, -0.7188817683655271] Predicted: 1.6371016758672319 Movie Vector: [2.3481651761692817, 0.11027684416585148] User Vector: [1.7548464968064033, -0.2932287354488454] Predicted: 4.088333093759413 Movie Vector: [2.232832393732952, -0.31619330925306144] User Vector: [1.9050307347784166, -0.026494698307182485] Predicted: 4.261991782005547 Movie Vector: [1.891116872134652, -0.7750388137224151] User Vector: [2.0878910376292765, -0.5378344743632502] Predicted: 4.3652885614289625 Movie Vector: [1.7096557569684976, -0.7327294465768419] User Vector: [1.989980911041888, -0.7967333909712957] Predicted: 3.9859723374558675 Movie Vector: [2.023967977775121, 0.4364998740736505] User Vector: [1.535007521911856, -0.7388132523117613] Predicted: 2.784314178395511 Movie Vector: [2.038715840557889, 0.4209863503951792] User Vector: [2.007702507071932, 0.09783778225416925] Predicted: 4.134323275177276 Movie Vector: [1.9542421603542734, -0.5246803598209762] User Vector: [1.33825353108564, -0.2741721080416744] Predicted: 2.759124191990717 Movie Vector: [1.9023420650769134, -0.2589911466030421] User Vector: [2.4343079839223973, -0.2016855518612142] Predicted: 4.683121249497954 Movie Vector: [1.4011969986799817, -0.472579321863472] User Vector: [1.995225202296957, -0.07681198702356978] Predicted: 2.83200332188774 Movie Vector: [1.6946507068493823, -0.4474626627426564] User Vector: [2.157255651937357, -0.34707674678733325] Predicted: 3.8110987007039863 Movie Vector: [1.9913042311122713, -0.6768006212701679] User Vector: [1.6981977494052494, -0.974507413120391] Predicted: 4.041175586288275 Movie Vector: [1.1910932182571674, -0.7461804066612939] User Vector: [1.9026135891820966, -0.2065699614822683] Predicted: 2.4203286009015703 Movie Vector: [1.9322345164415642, -0.3297828004426175] User Vector: [1.0251167670172396, -0.20000384285287937] Predicted: 2.046723828009003 Movie Vector: [2.064576536877074, -0.718847788727098] User Vector: [1.3630030999632068, 0.2634365816258329] Predicted: 2.624653415703198 Movie Vector: [1.5299569222715914, -0.38484060503801854] User Vector: [1.783262417098091, -0.04161685993832695] Predicted: 2.7443305368244424 Movie Vector: [1.2367103347464843, -0.466246930171013] User Vector: [2.1277554498619367, -0.1571173718664559] Predicted: 2.7046726469666846 Movie Vector: [1.7720889307999546, -0.24590202024278873] User Vector: [1.538154624183285, -0.3257880943221301] Predicted: 2.8058587339388237 Movie Vector: [0.47938037305075887, -0.559366013600828] User Vector: [1.9095510594678575, -0.34067525366589435] Predicted: 1.1059634578227155 Movie Vector: [2.3244242703212143, 0.100104720371307] User Vector: [1.1923650129433396, -0.16781399151231202] Predicted: 2.7547632024726347 Movie Vector: [2.372123374295919, -0.31493330042861123] User Vector: [2.160655850109964, -0.9507504129585659] Predicted: 5.424765211291971 Movie Vector: [1.9998778933010102, 0.302907211202632] User Vector: [2.0328870672680863, -0.12135144437969389] Predicted: 4.028767677814504 Movie Vector: [2.1628259112149615, -0.2750099444780523] User Vector: [2.001670700661924, -0.2767704140114729] Predicted: 4.405379873301879 Movie Vector: [2.1532817657637917, -0.41287844537984797] User Vector: [1.4272147436589295, -0.15769984543203897] Predicted: 3.1383063503686395 Movie Vector: [1.6004892637351307, -1.0407398183486525] User Vector: [1.9627056376573122, -0.07485455640620786] Predicted: 3.2191934183797075 Movie Vector: [1.1752791184381501, -0.981296007209529] User Vector: [1.8285254167726281, -0.4939708911965708] Predicted: 2.6337594030752127 Movie Vector: [1.847827744025836, 0.6574449044683482] User Vector: [1.607608538172455, -0.19228923852453889] Predicted: 2.8441640783158224 Movie Vector: [1.974207716806503, 0.47745263423842493] User Vector: [1.5486717038822615, -0.688674324676616] Predicted: 2.728590258155018 Movie Vector: [1.9498019194411875, -0.6864075818388609] User Vector: [1.4034652790008861, 0.409502851068643] Predicted: 2.4553934331068428 Movie Vector: [2.03342176506581, -0.27650075552893677] User Vector: [1.4542621484923035, -0.24684887095769265] Predicted: 3.025382204176884 Movie Vector: [2.218332242872188, 0.7171924966357495] User Vector: [1.5724165695979766, -0.14710335398231142] Predicted: 3.382640953859605 Movie Vector: [-0.15920109012914485, -0.10320563453586014] User Vector: [1.4000225411166916, -0.3298868991265106] Predicted: -0.188838928001734 Movie Vector: [1.5046746261737014, 0.3508744692923292] User Vector: [1.6148338484785303, -0.17270934908288915] Predicted: 2.36920021609079 Movie Vector: [2.302066212392293, -0.1730683591996168] User Vector: [1.8522033750616613, -1.2427505299844313] Predicted: 4.478975603327281 Movie Vector: [1.3687475606574993, -0.8500878597690251] User Vector: [1.6259270723741055, -1.236973654422029] Predicted: 3.2770200005973384 Movie Vector: [1.2911427625324035, -0.47276023789662314] User Vector: [1.7362824013638396, -0.5290535533845001] Predicted: 2.4919039399914134 Movie Vector: [1.889260592175014, 0.0071576532264615595] User Vector: [1.6211350306004852, -0.13991580664324432] Predicted: 3.061745059083079 Movie Vector: [1.9445037115606498, -0.8969594830581803] User Vector: [0.07857328723156193, -0.5845278354872371] Predicted: 0.6770838338030424 Movie Vector: [2.113289943221339, -0.13095783733309685] User Vector: [2.0206709855658787, -0.2350192699257488] Predicted: 4.301041287676601 Movie Vector: [1.3380249200115097, -0.7248837021239125] User Vector: [2.0697486067110877, -1.0309743207498228] Predicted: 3.5167116963583545 Movie Vector: [2.008723901044675, -0.325845952921903] User Vector: [2.012306040646581, -0.8655950998937982] Predicted: 4.32421790023279 Movie Vector: [1.1286926124693217, -0.3391690811293774] User Vector: [1.9695759992533226, -0.5294267857820629] Predicted: 2.40261107651309 Movie Vector: [1.9978530135592842, -0.0247351964763823] User Vector: [2.0358680937393276, -0.5103815177251323] Predicted: 4.079989593405156 Movie Vector: [1.8837744472549975, -0.5057925968961174] User Vector: [1.782363931653577, -0.22196810417329757] Predicted: 3.4698414539958815 Movie Vector: [1.1556931243935982, -1.1545820134188234] User Vector: [2.008568501383443, -0.9305586424938037] Predicted: 3.395695077977182 Movie Vector: [1.5719018092262358, -0.11056249373031911] User Vector: [1.623066753726036, -0.0963118808045111] Predicted: 2.561950048394513 Movie Vector: [1.7577732240146835, -1.0467383852507124] User Vector: [1.7229065807294062, -0.16435368915702472] Predicted: 3.2005143702830643 Movie Vector: [1.4405834479649997, -0.9416678144047703] User Vector: [1.821404430779866, -0.06456946216434432] Predicted: 2.6846880593451767 Movie Vector: [2.0867359879554743, -0.2312730067561618] User Vector: [2.4052902246044194, -1.2487942220732502] Predicted: 5.308018067718151 Movie Vector: [2.0606555526778605, -0.4408311672256036] User Vector: [1.7110026750845693, -0.3660501949509626] Predicted: 3.6871534977630835 Movie Vector: [2.01178874071523, 0.6937599224176454] User Vector: [1.8941419690781471, -0.2760964835107237] Predicted: 3.6190688117274075 Movie Vector: [1.9290114490876868, 0.0909875231775132] User Vector: [1.4791424021709325, -0.5933279286549469] Predicted: 2.799297189958435 Movie Vector: [1.99385590853082, -0.5497951066899817] User Vector: [1.8843277361488968, -0.7014087595550327] Predicted: 4.142709094121829 Movie Vector: [1.6573666376894975, 1.3658435896298704] User Vector: [1.5594439828539146, 0.19224450266455537] Predicted: 2.8471463521336764 Movie Vector: [1.9814823908484722, 0.02942207338814591] User Vector: [1.7841167494415549, -1.0037093962704005] Predicted: 3.505664710718817 Movie Vector: [2.0033601996140056, -0.06005534678767587] User Vector: [1.6241646227791056, -0.5496844487755802] Predicted: 3.286798253091765 Movie Vector: [1.5491382989710119, 0.09671807903212086] User Vector: [1.9444656357156316, -0.1907418622164089] Predicted: 2.99379800081552 Movie Vector: [2.101462088507108, 0.01590150252767132] User Vector: [0.8976678841414263, 0.8500929028274705] Predicted: 1.8999327810366649 Movie Vector: [1.8816548536548838, -0.1400563106796017] User Vector: [1.909260561669215, -0.18868567501944086] Predicted: 3.6189960222780413 Movie Vector: [2.030658376407984, -0.005046009432777462] User Vector: [2.228033483479203, -0.43785312297466694] Predicted: 4.526584267133205 Movie Vector: [2.4236194012604817, -0.020467615933575815] User Vector: [1.7648287456345582, 1.5422884684232296] Predicted: 4.245706219791645 Movie Vector: [2.00779829723811, -0.2201944403509317] User Vector: [1.935384361744059, -0.4739956546825465] Predicted: 3.9902326339225844 Movie Vector: [1.1187076568603516, -2.0511341094970703] User Vector: [1.212602027273579, -0.27290127154203586] Predicted: 1.9163042792203293 Movie Vector: [2.1889572753418562, -0.3875268185927972] User Vector: [1.8578536205899794, -0.3626234794887038] Predicted: 4.207288522663952 Movie Vector: [1.370883346859057, -0.41562720156344257] User Vector: [1.901481539484207, -0.2154465294208556] Predicted: 2.6962548149485683 Movie Vector: [1.925383673379846, -0.553165549561687] User Vector: [2.1110999388422242, -0.09227448779672556] Predicted: 4.1157204228726085 Movie Vector: [1.7774449192734831, -0.520528978096211] User Vector: [2.1968714629636157, -0.17800568940413464] Predicted: 3.9974751397424284 Movie Vector: [1.5547129309150318, -0.31495078507912116] User Vector: [1.9103185885625962, -0.10437378265850078] Predicted: 3.0028696165955933 Movie Vector: [1.8940148878306988, 0.46733520426410813] User Vector: [1.7327138840460115, -0.6469077812930736] Predicted: 2.9794631126234616 Movie Vector: [1.9931223232374022, 0.4690415528080163] User Vector: [1.7437079971113831, -0.5968521575016504] Predicted: 3.1954748714988885 Movie Vector: [0.7788228223756573, 0.0387093954993235] User Vector: [1.6150977877037695, -0.718926855563026] Predicted: 1.2300457934450557 Movie Vector: [1.9456454778711738, -0.9054533900033728] User Vector: [1.6617789954373452, -0.677947805141868] Predicted: 3.8470829261050232 Movie Vector: [2.0533967098276937, -0.21396370350943508] User Vector: [1.972085756268259, -0.9659621872967404] Predicted: 4.2561552504633875 Movie Vector: [1.4926866484360974, 0.13795059749638533] User Vector: [1.846968146713446, -0.3403066525465276] Predicted: 2.7099991866351356 Movie Vector: [1.2527089755948153, -0.46104927916468996] User Vector: [1.2828703636824743, 0.030034417402262037] Predicted: 1.5932158726161763 Movie Vector: [1.3743523213502284, 0.24670910329330148] User Vector: [1.94404475434441, -0.36178524269958373] Predicted: 2.58254670813081 Movie Vector: [1.2125036897878403, 0.7733077575478281] User Vector: [2.101073659262825, -0.08939392298760289] Predicted: 2.4784305502482686 Movie Vector: [2.2821937495148226, 0.4601070120398517] User Vector: [1.9725895736579495, -0.18964366698517107] Predicted: 4.414575214391453 Movie Vector: [1.977862244350908, 0.005329486031534544] User Vector: [1.9894552808834247, -0.31410894889150004] Predicted: 3.9331944476283596 Movie Vector: [1.5372726001125772, 0.3545640121720524] User Vector: [1.5611221655599155, -0.04834059584653684] Predicted: 2.3827304949295325 Movie Vector: [2.0399791786731827, -0.8531740554920645] User Vector: [2.1982298717237616, -0.6671028667764339] Predicted: 5.053498026531928 Movie Vector: [2.0805556158624507, 1.0332865187787836] User Vector: [2.1496042932885655, 0.7156823800352901] Predicted: 5.211876239301539 Movie Vector: [1.9159885046095655, -0.07311291967006335] User Vector: [1.804167142491274, -0.9942780756617126] Predicted: 3.529458078483129 Movie Vector: [2.241075354852537, -0.12062736103554582] User Vector: [1.6556697712418973, -0.08567666560988402] Predicted: 3.720815670179399 Movie Vector: [1.8075205154467213, -0.8491032282983164] User Vector: [1.528579600243442, 0.9101008542665555] Predicted: 1.9901694134985815 Movie Vector: [1.6998669034288334, -0.3572636340664232] User Vector: [1.7859191210863135, -0.13929150559032416] Predicted: 3.085588595617118 Movie Vector: [1.9328897639738867, -0.14980335856653626] User Vector: [2.0937342015270866, 0.8945206755329528] Predicted: 3.912955205111701 Movie Vector: [2.097931851436584, -0.6568846804624744] User Vector: [1.6265916846045945, -0.5956512420587424] Predicted: 3.8037526802207022 Movie Vector: [1.761114285791864, 0.617553184070408] User Vector: [1.9975819231313192, 0.055695891887665536] Predicted: 3.5523652372410206 Movie Vector: [2.102895903976374, 0.0043704193635018115] User Vector: [1.672531636610652, -0.46444267546773016] Predicted: 3.5151301186373405 Movie Vector: [1.7992293242775852, -0.23891374335673002] User Vector: [2.3751698109301276, 0.9384994065913227] Predicted: 4.049254767597531 Movie Vector: [2.0699185191131826, -0.35216886825885274] User Vector: [1.5094889169389727, -0.24878667984851033] Predicted: 3.2121339870482077 Movie Vector: [1.1842436941866548, 0.8361006038787797] User Vector: [1.561832118122198, 0.7454510005040365] Predicted: 2.4728618689478647
avg loss: 8.557314718728936: 82%|█████████████████████████████████████▉ | 57673/70000 [01:33<00:19, 639.40it/s]
Movie Vector: [2.2704866172693094, -0.28064316198343026] User Vector: [2.161465330796483, -0.05533917493851468] Predicted: 4.923108668301294 Movie Vector: [2.0887261465197744, 0.29760349117198653] User Vector: [1.6279461400486273, -0.10780558785310805] Predicted: 3.368250348532577 Movie Vector: [1.924667352740805, 0.41429268935027747] User Vector: [1.5618947318865293, -1.3597278744982781] Predicted: 2.4428024809694273 Movie Vector: [1.0324978289205138, -1.0788102693498638] User Vector: [2.0097206769330396, -0.5882632610105801] Predicted: 2.7096566827294817 Movie Vector: [1.7968890740339558, 0.6527564251715552] User Vector: [1.900157490292866, -0.23104176799188864] Predicted: 3.2635582347113323 Movie Vector: [1.8496484333247631, -0.8342132094152163] User Vector: [1.7077020818246906, -0.5185886853183319] Predicted: 3.5912620117782987 Movie Vector: [1.1505561555547668, -0.7518642073647716] User Vector: [1.6512601313741324, -0.2059775482590579] Predicted: 2.0547346546314165 Movie Vector: [1.934528241525202, -0.45727786142069304] User Vector: [2.1692856187959153, -0.34603605147059846] Predicted: 4.354778919086107 Movie Vector: [2.092652561418637, -0.41172775285612795] User Vector: [2.0483995478858628, -0.5591144811355665] Predicted: 4.516791509599396 Movie Vector: [1.389979963252391, -0.3815738948543459] User Vector: [2.0072107061997793, -0.15556672124930335] Predicted: 2.8493428633801923 Movie Vector: [2.3845598470113756, -0.3909602085306502] User Vector: [1.5147017435370702, -0.16606792535668438] Predicted: 3.6768229085643216 Movie Vector: [2.04695817961903, -0.2162876368610025] User Vector: [1.5132823584999122, 0.4738224199554334] Predicted: 2.9951437703006505 Movie Vector: [2.119150959550401, 0.06520650207534501] User Vector: [1.9538068991687203, 0.0403457208914056] Predicted: 4.143042568482623 Movie Vector: [1.9093114506443536, -0.02822536230805018] User Vector: [1.6760220805845611, -0.2771200636155968] Predicted: 3.2078699641912563 Movie Vector: [1.6874645054554884, -0.536038548092611] User Vector: [1.9229231704938812, 0.675729667878055] Predicted: 2.8826474468539023 Movie Vector: [1.871071946452826, -0.4829778840444221] User Vector: [0.6454258764786491, -0.09328117912001087] Predicted: 1.252690997506479 Movie Vector: [1.7005655214141857, -0.5120306612564804] User Vector: [1.648426243152757, -0.20412566201166535] Predicted: 2.9077754313991453 Movie Vector: [1.5251159089614184, -0.31988200518528664] User Vector: [2.069640839154337, -0.5377925377611613] Predicted: 3.3284723249832635 Movie Vector: [1.224415175649964, -0.41822651759625656] User Vector: [1.9833461301405666, -1.0155017562166135] Predicted: 2.853148863426095 Movie Vector: [1.375024773048549, -1.2008209724743433] User Vector: [1.7631318357879273, -0.2712311074186893] Predicted: 2.7500499545347696 Movie Vector: [1.942370510733217, 0.08562880696243969] User Vector: [2.2475156939466743, -0.03621591502062245] Predicted: 4.362407080735853 Movie Vector: [1.682493681978219, -0.34980439225899684] User Vector: [1.393127978869157, 0.17716497023851543] Predicted: 2.2819559378905754 Movie Vector: [2.0620480899553373, 0.7054704605560095] User Vector: [1.8992738003833038, -0.6344029167011955] Predicted: 3.468841394559338 Movie Vector: [1.7111215584608759, -0.01501732148037465] User Vector: [1.914125613309448, -0.7642230975389106] Predicted: 3.286778186474412 Movie Vector: [1.6445443266839126, -0.7933410560959548] User Vector: [2.3066488203314224, 0.18461185241491704] Predicted: 3.646926069165499 Movie Vector: [2.047087738011797, 0.8094696236949702] User Vector: [2.04120458195851, -0.5302155553480525] Predicted: 3.7493314844359538 Movie Vector: [1.8836678794080042, -0.15623223593612573] User Vector: [0.8198955689844334, -0.2519965929203135] Predicted: 1.583780938925153 Movie Vector: [1.598717247764042, -1.1660566372591554] User Vector: [2.023210724945592, -0.6023584018644644] Predicted: 3.9369258943345855 Movie Vector: [2.2315928371010085, -0.054848633517413384] User Vector: [1.8019916637011546, 0.7927640197901256] Predicted: 3.9778296660439656 Movie Vector: [1.8694068981126193, -0.4829555583107998] User Vector: [1.6883428715357887, -0.6033913778018895] Predicted: 3.4476110301745053 Movie Vector: [1.7144165177117205, 0.6734024852533629] User Vector: [1.874115843453098, -0.10572232953246793] Predicted: 3.141821478667285 Movie Vector: [2.257270176120287, -0.8408045056426444] User Vector: [1.8058814858640275, 0.3481130254913469] Predicted: 3.7836674193426414 Movie Vector: [1.1863885180168838, -0.7716841804994399] User Vector: [1.5505413067063372, -0.6804690558389783] Predicted: 2.3646516086976233 Movie Vector: [2.1065744694774735, 0.06494680007588347] User Vector: [1.7480464637782016, -0.4670400712934164] Predicted: 3.652057293917819 Movie Vector: [1.7741184334191327, 1.0925627219917002] User Vector: [1.915227348247556, -0.3088309167203539] Predicted: 3.0604229957072517 Movie Vector: [1.3765487487322736, 1.9460825944023221] User Vector: [1.9593138443159779, -0.7030536633045532] Predicted: 1.3288905236791986 Movie Vector: [1.0930088223693042, -0.32957719216224124] User Vector: [2.074969212926079, -0.10604275550557168] Predicted: 2.3029089294815686 Movie Vector: [1.9789365965625314, 0.21941618260553952] User Vector: [1.2328513506979764, 0.1884381032263413] Predicted: 2.4810810252851256 Movie Vector: [2.6303034657733906, -1.4589587538036817] User Vector: [1.9074762600648247, 0.0310761212331839] Predicted: 4.971902638621556 Movie Vector: [1.8586766116133593, -0.4898912038476365] User Vector: [2.1518687900226436, 0.04715604037788257] Predicted: 3.976526861886418 Movie Vector: [1.9762093888793333, -0.33836245083904015] User Vector: [-0.4052115384983548, -0.6421803320969682] Predicted: -0.5834931358137293 Movie Vector: [1.9143894677375473, -0.14329136035207188] User Vector: [1.4487351096358108, -0.1833079349776789] Predicted: 2.799709678794678 Movie Vector: [2.008840899336398, -0.00037197121837497654] User Vector: [1.6925299230058295, -0.06393788505376856] Predicted: 3.4000471157377987 Movie Vector: [-0.47565305519137047, 1.766664742767894] User Vector: [1.4563836531461634, 2.7610038621454254] Predicted: 4.185034843748568 Movie Vector: [1.7168947976608373, -0.8420247725182037] User Vector: [1.233115319480193, -0.19755404561827875] Predicted: 2.283474677253207 Movie Vector: [1.5331118530102974, -0.2941905913611615] User Vector: [1.9461703008827165, 0.11491591323087076] Predicted: 2.9498895757897117 Movie Vector: [2.2622215879068834, 0.12463771832321059] User Vector: [1.883814977643121, -0.29516525607510197] Predicted: 4.224818186001104 Movie Vector: [1.8640035548158596, 0.33315647053277353] User Vector: [2.3776232667622974, -0.5277927683869608] Predicted: 4.256060645369298 Movie Vector: [1.86459758417767, -0.4244318140035485] User Vector: [1.8791801514564153, 0.10398436672398614] Predicted: 3.4597804972435884 Movie Vector: [1.3391933409498253, -0.25074218187492736] User Vector: [1.9056173079376268, -0.516413750538165] Predicted: 2.6814767197489564 Movie Vector: [1.8784439530133847, -0.7520589814618219] User Vector: [1.2431727141075373, -0.6822731940617852] Predicted: 2.8483399507713507 Movie Vector: [1.4359970998018918, -1.260269750491976] User Vector: [1.64154119440016, -0.36451519203028626] Predicted: 2.816635864474507 Movie Vector: [2.2104813028655106, 0.46607837850461054] User Vector: [2.0555374520595064, -0.47676723871944643] Predicted: 4.321516203570869 Movie Vector: [2.0182333680349065, -0.4372498698341023] User Vector: [1.5680894154300273, -1.0051614997986076] Predicted: 3.604277117232424 Movie Vector: [1.8022740453334702, 0.1152674686895582] User Vector: [1.1913772650615384, -0.49884595012140454] Predicted: 2.0896876130842528 Movie Vector: [2.3254142823222237, -1.4866954740800353] User Vector: [1.7599134356513564, 1.2984595225767115] Predicted: 2.1621139434235177 Movie Vector: [2.14539243777371, 0.6382139916975549] User Vector: [1.6398451326186738, -0.29862954270299247] Predicted: 3.3275217941528368 Movie Vector: [1.7919267189942691, -0.1276069245157873] User Vector: [2.0286767584786234, -0.5102924826012298] Predicted: 3.700356942028798 Movie Vector: [2.4409415522254516, 0.4831179207858971] User Vector: [1.5663082318641182, -0.5634920292970444] Predicted: 3.5510337491764896 Movie Vector: [2.1472107175296133, 0.061719637851425424] User Vector: [2.229776895731638, -0.10937662105029416] Predicted: 4.781050162774247 Movie Vector: [2.1123210374914483, -0.8687458094244414] User Vector: [1.1055289320786637, 0.007489720753935704] Predicted: 2.328725357266475 Movie Vector: [1.4017702608638114, -1.1830791570658632] User Vector: [1.7052702504483834, -0.8542405835829437] Predicted: 3.4010313533710876 Movie Vector: [2.052622050845422, -0.16264385041075938] User Vector: [0.9393875892529592, 0.23969231523604212] Predicted: 1.8892231989272867 Movie Vector: [1.686419732217766, -0.005155008351541663] User Vector: [0.7398527348919347, 0.22984849620078626] Predicted: 1.246517380139534 Movie Vector: [1.9972388724928742, -0.19871051487664979] User Vector: [1.334807987860288, 0.10477126645757738] Predicted: 2.6451112483665002 Movie Vector: [1.7498122613717801, -0.016805414793429337] User Vector: [2.213261125957718, -0.5408497856957161] Predicted: 3.8818806608078806 Movie Vector: [1.916502042053425, -0.41550884706309243] User Vector: [1.9288373201678055, -0.3631794682133973] Predicted: 3.8475249450047904 Movie Vector: [1.7739857950805493, -0.7695425621588812] User Vector: [2.0871405943524777, -0.23913830538654374] Predicted: 3.886584870954764 Movie Vector: [1.8518366219288598, -0.38138496921327053] User Vector: [2.093902984716985, -0.5680672467016804] Predicted: 4.094218539259447 Movie Vector: [1.9620646544765692, -0.10182414241338558] User Vector: [2.0411887731581304, 0.011809696261391257] Predicted: 4.00374183273398 Movie Vector: [1.8381954719086524, -0.03192429011085529] User Vector: [1.093279272355017, 1.8839446323983309] Predicted: 1.9495174129771058 Movie Vector: [1.8769828049869786, -0.8077460827235418] User Vector: [1.1076940734108862, -0.4949574851873957] Predicted: 2.4789226987530317 Movie Vector: [2.2333906211646695, -0.054057720579394994] User Vector: [2.3327778781748463, 0.17200699038234835] Predicted: 5.2007059285523285 Movie Vector: [2.2070249965649, -0.5124656564313393] User Vector: [1.982360868680097, 0.8098252523530322] Predicted: 3.9601123598473116 Movie Vector: [2.296099168933884, -0.31707320798184074] User Vector: [1.9538751146837143, 0.6208389493907714] Predicted: 4.289439629702466 Movie Vector: [2.323978124438456, -1.1572647648499113] User Vector: [1.7180100303982482, -0.43162630310218025] Predicted: 4.492123640373957 Movie Vector: [1.855096094267402, 1.079505052751271] User Vector: [1.240633366780195, -0.3136710471017182] Predicted: 1.96288463288367 Movie Vector: [2.1295963557702926, -0.4167523882544974] User Vector: [1.5168606833335136, -1.0886835111459459] Predicted: 3.6840124367616514 Movie Vector: [2.1716272473866476, -0.3841442727522058] User Vector: [1.3319655982902159, -0.6441039426899745] Predicted: 3.1399616264701593 Movie Vector: [1.7382681184819322, 1.375816929557929] User Vector: [1.8707158250450604, -0.0563299675193601] Predicted: 3.174305954460869 Movie Vector: [2.351942932721337, 0.15040301039268392] User Vector: [1.583316890326561, -0.09351600386290441] Predicted: 3.7098058819610045 Movie Vector: [2.277965524916058, -0.2808346416119561] User Vector: [1.92842515613759, -0.33874021460778414] Predicted: 4.488016009831231 Movie Vector: [2.208072913250183, -0.32210137487892937] User Vector: [1.4738922237842196, -0.3168707912403667] Predicted: 3.356526013905509 Movie Vector: [2.1773144217374836, -0.31673299945714994] User Vector: [1.9080528328270259, -0.5756264574487768] Predicted: 4.336750844785987 Movie Vector: [1.9324543832401777, 0.023771248227550737] User Vector: [1.9567752421832338, 1.1257143631943298] Predicted: 3.8081385293336623 Movie Vector: [2.255030660812011, 0.06638347070838667] User Vector: [1.5829766707195219, -0.0817639114659776] Predicted: 3.5642331556008355 Movie Vector: [1.7166408011935423, -1.0734494914120813] User Vector: [1.493469344967623, 0.22986098028050042] Predicted: 2.3170062605256296 Movie Vector: [1.5890715665863127, -0.2883683348270664] User Vector: [1.9795557583433674, -0.6915278961389377] Predicted: 3.345070517951701 Movie Vector: [1.7152665810847598, 0.04678990414928631] User Vector: [2.2141951284142136, -0.24762590519418695] Predicted: 3.7863485154006624 Movie Vector: [1.686189197257304, -0.6376073163546236] User Vector: [2.1531835300468125, -0.6675007619716528] Predicted: 4.056278177582695 Movie Vector: [2.185493118875343, -0.6889492595450936] User Vector: [2.124124124384086, -0.5649307346324867] Predicted: 5.031467268797851 Movie Vector: [1.532966843880942, -0.6974517046676777] User Vector: [2.085151662372688, -0.23063265231938918] Predicted: 3.357323499392745 Movie Vector: [0.04277689108978372, -1.099603855710801] User Vector: [1.6271967124983655, -0.08046216426618899] Predicted: 0.15808292261813395 Movie Vector: [2.0097103085964987, -0.19497163631883896] User Vector: [1.8801320440139513, -0.7461629292446088] Predicted: 3.9240013576527235 Movie Vector: [1.5336971992267472, 0.19733129578761804] User Vector: [1.673370185449324, 0.015345980875318584] Predicted: 2.5694714089844295 Movie Vector: [0.6050039113349823, -0.8381003473404784] User Vector: [1.8544452714443083, -0.52646863652897] Predicted: 1.5631801897192674 Movie Vector: [1.7967131628318707, -0.3550662871230448] User Vector: [1.553018529245713, -0.7004853607814504] Predicted: 3.039047569854281 Movie Vector: [2.148836787141827, -0.25815235279900384] User Vector: [1.5685167192540612, -0.5814676834968722] Predicted: 3.5205936781514398 Movie Vector: [1.5145248772622149, -0.607769608704148] User Vector: [2.073391725153106, -0.8755041386957777] Predicted: 3.672308155847995 Movie Vector: [1.876553740811998, -0.528559458896483] User Vector: [1.6575455277855122, -0.16274942980949045] Predicted: 3.196496011287916 Movie Vector: [0.9902295338421041, -0.6317561618293677] User Vector: [1.6594759180021665, -0.8078063904611127] Predicted: 2.153598729444431 Movie Vector: [1.3981325133940525, -0.8557392491609197] User Vector: [1.9350740703560398, -0.6556004007375359] Predicted: 3.2665129682672864 Movie Vector: [2.367398344357264, -0.2026538565128132] User Vector: [1.781029988744515, -0.4660231718517762] Predicted: 4.310848839604498 Movie Vector: [1.6213627811026339, -0.697379377804712] User Vector: [1.9279748685888172, -0.9152776426654475] Predicted: 3.764242447791743 Movie Vector: [1.9188838750925603, -1.2578251440939927] User Vector: [1.9448979846666405, -0.19071486917128122] Predicted: 3.9719193392730676 Movie Vector: [0.1404490590391459, 1.5746965185308575] User Vector: [1.500059411028027, -0.6026876677742066] Predicted: -0.7383682394238233 Movie Vector: [2.1740793705737085, 0.08325710335034409] User Vector: [2.1265629468840666, 0.22036365950239423] Predicted: 4.641663473020933 Movie Vector: [1.4975583565863089, 0.42961912397853014] User Vector: [0.8847674495095696, -0.45313717237403395] Predicted: 1.1303144926111706 Movie Vector: [2.3730957158242054, -0.26299550856843157] User Vector: [1.6822140364155225, -0.8496476018648341] Predicted: 4.21550842607341 Movie Vector: [2.272848413885645, -0.4260899414153383] User Vector: [2.2293859321004104, 0.4040193017529052] Predicted: 4.8949077190988275 Movie Vector: [1.9480689655932975, -0.1240837191529175] User Vector: [1.6693219459826625, -0.4458144671734194] Predicted: 3.30727259369169 Movie Vector: [1.4152600168705467, -0.33685711649963784] User Vector: [0.9931972987856831, -1.0009622604551938] Predicted: 1.7428136866171033 Movie Vector: [2.179409462891243, -0.30990116752410923] User Vector: [1.8470277169765337, -0.0807804108987417] Predicted: 4.050463628251663 Movie Vector: [1.7242961990425492, -1.8212817013887797] User Vector: [1.6558658290670412, -0.2958814263308629] Predicted: 3.3940865827419513 Movie Vector: [1.61591208031261, -0.43479455531628664] User Vector: [1.4654686489161282, -0.07040258708810566] Predicted: 2.3986791546490593 Movie Vector: [1.9690410004204053, -0.40473288700329046] User Vector: [1.5515676770925888, 0.013274801876369985] Predicted: 3.0497276222345353 Movie Vector: [1.7482293073985264, 0.0655115776159223] User Vector: [2.0660063295211435, -0.528593947912735] Predicted: 3.5772237910937283 Movie Vector: [1.8273299630155297, -0.14107980508149345] User Vector: [1.9914374343487806, -1.0182655229920596] Predicted: 3.7826699947612235 Movie Vector: [2.1660396310119747, 0.18737129333017832] User Vector: [1.9362668522881021, -0.4740924370693669] Predicted: 4.105199425179095 Movie Vector: [1.9965828179277025, 0.009763662286799526] User Vector: [1.9384492010456345, 0.3141046874263117] Predicted: 3.8733411803241276 Movie Vector: [2.5604535662004855, -0.01584274024389783] User Vector: [2.121029406909848, -0.5639551638132683] Predicted: 5.43973190410792 Movie Vector: [1.9281460010661646, -0.0803047041178988] User Vector: [1.921153637404192, -0.189756381136349] Predicted: 3.7195030334362467 Movie Vector: [1.8926315951426453, -0.47081676232448677] User Vector: [1.1369500480838042, -1.0351779777369812] Predicted: 2.6392067270100927 Movie Vector: [1.6773195650837849, -0.196057858773271] User Vector: [1.4160113227492133, -0.658970989389212] Predicted: 2.5042999372007784 Movie Vector: [2.1729300412849137, -0.036120547180773954] User Vector:
avg loss: 1.0898683428023646: 27%|████████████▍ | 4036/15000 [00:09<00:23, 461.41it/s]
[1.7840497047979307, -0.46159299377400487] User Vector: [1.7740227182123474, -0.6692773292578069] Predicted: 3.4738784328087426 Movie Vector: [1.4950324119217762, -0.4161321939760335] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 3.104299437077094 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [2.3428849325446315, -0.7186895748343484] Predicted: 5.228260664802311 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.6638132389279163, -0.3801742389044356] Predicted: 3.0394420386734917 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [1.7559738386041126, -0.2908949344534971] Predicted: 3.2827507178420174 Movie Vector: [2.2323177136585, 0.0471535745751156] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 4.286257245305625 Movie Vector: [2.0466328595659427, -0.11268299167768095] User Vector: [1.5419255128265648, -0.5196360401424972] Predicted: 3.214309565140715 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.235099030947077, 1.1349272800986083] Predicted: 4.077564717725596 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.3757114027344128, -1.6117477033110188] Predicted: 2.8158052130243605 Movie Vector: [2.196565556948703, -0.06235416079223832] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 3.2871170605323186 Movie Vector: [1.5030592674576608, -1.1978633201719822] User Vector: [1.7187944493607399, -0.2896843390470938] Predicted: 2.930452170139225 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.8912601886301172, -0.10941242893817443] Predicted: 3.3227062316211113 Movie Vector: [1.6901711298224895, -0.3252630482861306] User Vector: [2.123687875020082, -1.4237209626609608] Predicted: 4.052479755336982 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.1564730236494485, -1.200561899381552] Predicted: 2.4733081072554617 Movie Vector: [1.355853208381361, 1.2167953235942015] User Vector: [1.676252516129224, -0.4218445511207924] Predicted: 1.7594538749636626 Movie Vector: [1.8699827863449865, -0.34217816636884746] User Vector: [1.7101018870178413, -0.3176789525751061] Predicted: 3.3065638931055683 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [2.180698908568714, -0.38542920451391355] Predicted: 5.256828902953574 Movie Vector: [2.0229731515085008, -0.2616612171160882] User Vector: [1.7147687945963652, 0.1616957982663267] Predicted: 3.4266217131361176 Movie Vector: [2.1483339057462665, -0.0013198237006838906] User Vector: [2.0992941795134303, -0.1273085030627777] Predicted: 4.510152888764132 Movie Vector: [2.0162558582859864, -0.34453774862799347] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 3.944747303457627 Movie Vector: [2.09696949094987, -0.5503043390957515] User Vector: [1.7681136390347125, -1.0225366167463168] Predicted: 4.2703866946679305 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [2.0352522139429454, 0.4873929383497134] Predicted: 2.6161584004535765 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.8993100136887617, 0.11054099922230763] Predicted: 3.6090287324494814 Movie Vector: [2.211013506603744, -0.1455517879215146] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.9735263110183046 Movie Vector: [1.6673234836608612, -0.6844207684099827] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 3.3046122567795004 Movie Vector: [1.734573001072952, -0.5849079502783108] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.338036813093671 Movie Vector: [1.6890876255048999, 0.11013125851955809] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.2195198577330326 Movie Vector: [2.27793476265582, 0.4381867616429038] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 3.458421619585157 Movie Vector: [1.98908764935465, 0.41658333518926416] User Vector: [1.650549826745458, -0.22680160072556727] Predicted: 3.1886065077673273 Movie Vector: [1.7654807700084587, 0.3550885320787824] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.9990755934731048 Movie Vector: [1.6818821569039426, -0.6161754363352977] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 3.234451079202146 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.4525616723042414 Movie Vector: [1.6944648513077911, -0.4249338843689366] User Vector: [1.8802589445654707, -0.13675422382183405] Predicted: 3.244144196455746 Movie Vector: [1.3312040958704128, -1.0775369137470416] User Vector: [1.8570195323617358, -0.3708761442778749] Predicted: 2.871704743478885 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [2.0869074575274826, 0.9410428570919778] Predicted: 4.824086774414422 Movie Vector: [1.1456883515893637, 0.11176437410327988] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 2.106377648156486 Movie Vector: [1.4652220681818686, -0.5198313048758357] User Vector: [1.9424183192522604, -0.6549530094865575] Predicted: 3.186539264562899 Movie Vector: [2.204067653562915, -0.22942908646161844] User Vector: [2.0179716013125915, -0.40258553438581646] Predicted: 4.540110763638442 Movie Vector: [1.8180737953835515, 0.5432845677356154] User Vector: [2.0152975219170375, -0.21852778631079023] Predicted: 3.5452368405746957 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [2.2294648992068318, -0.08368258137894279] Predicted: 3.5625554255238674 Movie Vector: [1.9544490651605555, 0.11624612671061073] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.8557320834852393 Movie Vector: [1.8783956812619274, -0.6633637505505606] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.8686086582123957 Movie Vector: [1.8656502419869427, -0.4755070592049221] User Vector: [1.8144251474789355, -0.21364991927602478] Predicted: 3.486674760275582 Movie Vector: [2.143762400954718, -0.5008146027551863] User Vector: [1.6289119567454204, -0.5497040189165802] Predicted: 3.7673000072030467 Movie Vector: [2.0373879691815744, -0.7344679261704412] User Vector: [1.9533927833209928, 0.01071656607279509] Predicted: 3.971947981765146 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.864960124400881 Movie Vector: [1.3063101718900085, 0.20582952926334197] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 2.1780249283691564 Movie Vector: [2.0758925791693326, -0.5468393418834361] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 4.218061513643453 Movie Vector: [2.308303475421929, 0.027852208678071817] User Vector: [1.7889678528935513, -0.15984062504768543] Predicted: 4.12502879780823 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [1.7005426294038113, -0.9461675770998745] Predicted: 3.669354206558526 Movie Vector: [1.696991473126008, -0.25081074130375003] User Vector: [2.0015407914215286, -0.8804263790515358] Predicted: 3.617418048949508 Movie Vector: [2.396459188497876, -0.37635785553134504] User Vector: [1.7951978655631955, -1.012785491939374] Predicted: 4.683288195960256 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [2.1969979937771766, -0.29842952484937546] Predicted: 4.417835336366028 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.5208096509240479, -1.624596626225483] Predicted: 3.4585161745269977 Movie Vector: [1.5708422001087885, -0.7444034666371284] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 2.730796373523743 Movie Vector: [2.007106549398946, 0.0316232632055424] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.3425356619859765 Movie Vector: [1.8621897516504502, 0.6083808142745073] User Vector: [2.036116731097226, -0.5325517699574831] Predicted: 3.467641430363206 Movie Vector: [1.6489710822561756, -0.7363939972464887] User Vector: [2.258874992617039, -0.9657270711495778] Predicted: 4.435975159430111 Movie Vector: [1.7263330698443433, -0.07100728271789547] User Vector: [1.9467403723629035, -0.46990215887016185] Predicted: 3.3940887586558146 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 3.5054512144977243 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 3.7134078058899376
avg loss: 1.0906995165025737: 27%|████████████▌ | 4083/15000 [00:09<00:23, 461.50it/s]
Movie Vector: [1.4334204691816594, -0.10671902870910499] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 2.5299936461641197 Movie Vector: [1.7134457607276912, -0.35265887996969375] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 3.4093393280999376 Movie Vector: [1.9158783032020172, 0.7087565557447718] User Vector: [1.7195431859823356, -0.859533917664677] Predicted: 2.685235182412601 Movie Vector: [1.5151633973782457, -0.3565929162317552] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 3.200397122264426 Movie Vector: [1.7090803715133815, 0.2560487179911471] User Vector: [1.8072488964016287, -0.45675580032001106] Predicted: 2.971781878172285 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.8516811249699316, -0.33161081204737275] Predicted: 3.866373155417433 Movie Vector: [1.6088311669310607, -0.6119364908936091] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.6949231969841065 Movie Vector: [1.7284834986879616, -0.12321625632427627] User Vector: [2.0223477619362815, -0.04446982410173719] Predicted: 3.5010741403606076 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [2.1876667058385046, -0.25596316789986273] Predicted: 4.990286756408648 Movie Vector: [1.9709684751846304, -0.04128045902279013] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 4.282411840879896 Movie Vector: [1.776496824504795, -0.4643573405394356] User Vector: [1.2337113944218876, -0.16693054805629065] Predicted: 2.2691997998960756 Movie Vector: [2.246412010249143, -0.2969295041236252] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 3.633815863036508 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.056099672601954 Movie Vector: [1.8170163143841442, -1.3919865711690478] User Vector: [1.763610464874586, -0.35782342562584696] Predicted: 3.702594390216613 Movie Vector: [1.4950324119217762, -0.4161321939760335] User Vector: [2.116472907775532, 0.08122719013747698] Predicted: 3.1303943472363316 Movie Vector: [1.4852752803208158, -1.4249685909059646] User Vector: [1.5833052113679706, -0.6336597303423231] Predicted: 3.254589304707725 Movie Vector: [2.4359455171436473, -0.740682114688891] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 4.11483768378065 Movie Vector: [1.3265277594203206, 0.08445607892468994] User Vector: [2.150093651036587, -0.8476469412520341] Predicted: 2.7805699764827665 Movie Vector: [1.8550442956893975, 0.4886773720906358] User Vector: [2.074129223835123, -0.14381038647458105] Predicted: 3.7773247034562853 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.6795159182771051, -0.5918465436590659] Predicted: 3.129737446648515 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.7419638997321962, -0.5662167503050309] Predicted: 3.487718699669995 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.7187207136676823, 0.19824939118164697] Predicted: 3.462862680052134 Movie Vector: [1.9751016023630206, -0.18401787707053655] User Vector: [1.8425488821476066, 0.554694155486901] Predicted: 3.5371476086457965 Movie Vector: [1.8318193196306891, -0.2856503109483393] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 3.170525300259235 Movie Vector: [1.8934292328003133, -0.7481755557553184] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 3.0892896978220032 Movie Vector: [2.0684044738990064, 0.00047317242859575004] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.859483610426499 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 2.811361184928552 Movie Vector: [2.051491667163422, 0.27992714053347495] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 3.7029886620535866 Movie Vector: [1.5708973381520364, -0.08202975852878056] User Vector: [2.104141727845426, 0.36410076024709254] Predicted: 3.275523541923792 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 3.4671853034385207 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.191611359467875 Movie Vector: [-0.9419345855712891, -1.7226314544677734] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: -0.4525584741218427 Movie Vector:
avg loss: 1.0934328735017285: 28%|████████████▋ | 4130/15000 [00:09<00:23, 453.67it/s]
[2.0690130976095324, -0.09034754724543305] User Vector: [1.9189692940662015, 1.0034085191453497] Predicted: 3.879717104743535 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 3.068472940245316 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.565396823650201, -0.20004750703802895] Predicted: 2.806610879134639 Movie Vector: [1.4512672402713318, -1.8010839237445824] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 3.378699186293933 Movie Vector: [1.386620212539926, -1.1718338533651682] User Vector: [2.3107522755454224, -0.17207979381325267] Predicted: 3.405784739314379 Movie Vector: [1.229783369405848, -0.62051128345109] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 2.948272108579355 Movie Vector: [1.8550442956893975, 0.4886773720906358] User Vector: [2.188009574351873, -0.31441444357253767] Predicted: 3.905207455782861 Movie Vector: [1.6459312874847258, -0.823820956635254] User Vector: [1.7264507135060423, -0.740432337817684] Predicted: 3.4516029225245655 Movie Vector: [-1.532602310180664, 0.3888988494873047] User Vector: [1.3962516487467407, 0.18040923067658446] Predicted: -2.0697375602158026 Movie Vector: [1.6827171455712782, 0.10590850310509016] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 3.5528752780267596 Movie Vector: [1.4334204691816594, -0.10671902870910499] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 2.7550569627282884 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.6289119567454204, -0.5497040189165802] Predicted: 3.65857777012946 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 3.643156746132692 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.7187207136676823, 0.19824939118164697] Predicted: 3.7695407900290947 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [1.9070063769937782, -0.14121842281693622] Predicted: 4.630137199744632 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [2.133510359816967, -0.4263108119611984] Predicted: 4.533950246262361 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.6583288547713988, -0.3116687422462166] Predicted: 3.3595316943813547 Movie Vector: [2.109055318168231, -0.3518704228197282] User Vector: [1.9122409438659007, 0.2507527526117427] Predicted: 3.9447894551947105 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [2.209890155950304, -0.08689639328072232] Predicted: 4.258978553143588 Movie Vector: [1.9709684751846304, -0.04128045902279013] User Vector: [1.7360757422094757, -0.31776033490200745] Predicted: 3.4348678509116257 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.8745941689643528 Movie Vector: [1.693174725130548, -0.179904798766102] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 3.589718816200186 Movie Vector: [2.136484520578697, 0.2645749638324796] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 4.25352494443484 Movie Vector: [2.3052536245707116, -0.48840757521018296] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 4.141500080319888 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.6678678417672193 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.5448713348342882, -0.34664455851266074] Predicted: 2.4638572476505987 Movie Vector: [1.5194540411310815, -0.6251510973631453] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 3.8849020303463973 Movie Vector: [1.6952893856557743, -0.4483403371768504] User Vector: [2.1726087395750353, -0.3239350682669664] Predicted: 3.8284336931147456 Movie Vector: [1.7239824263814707, 0.9262986291215167] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 3.766755803918455 Movie Vector: [1.2428339001529585, -1.9689752892914993] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 3.7645500805896157 Movie Vector: [2.110884178815529, -0.6365747164404252] User Vector: [1.8673332004960785, -0.329666554634913] Predicted: 4.15158150304075 Movie Vector: [2.457440128919674, -0.37636473396498926] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 4.5108960220631085 Movie Vector: [2.0578237343247148, -1.196425156246632] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.785899839701821 Movie Vector: [1.7903419315895954, -1.1246734046851712] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.7240956779546086 Movie Vector: [1.8699827863449865, -0.34217816636884746] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.908263095701148 Movie Vector: [1.9980924700075622, 0.03209105013722312] User Vector: [2.2093272155415966, -0.46588906394823854] Predicted: 4.399489203846891 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [1.8901450313100678, -0.5891458257204384] Predicted: 3.9126958552933555 Movie Vector: [1.4891229157453907, -0.20215265419287157] User Vector: [2.1395391513642323, -0.40982599517517954] Predicted: 3.268884192112822 Movie Vector: [1.7651916580167057, -0.4333965735376984] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.4163982733554716 Movie Vector: [1.8393143099652312, -0.5436087898195855] User Vector: [1.7034847223126426, -0.5834254731056402] Predicted: 3.450399041941668 Movie Vector: [2.0097641094441614, -0.13750339580866638] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 3.913014970257553 Movie Vector: [2.0296690726764495, -0.7766810458713606] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 4.38384760046357 Movie Vector: [2.3317973683360487, 0.1708175406348968] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 4.512144138039407 Movie Vector: [0.852179252747387, 0.6885761191324241] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 1.6547671272714373 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.6944546499473605, -0.2449286800824696] Predicted: 2.964938067946961 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [2.036116731097226, -0.5325517699574831] Predicted: 3.5849460096032573 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 3.8704960902197483 Movie Vector: [1.814769679507277, 0.07034640974130099] User Vector: [2.041099536212124, -0.7590522649030859] Predicted: 3.650728949532193 Movie Vector: [1.7802415971692647, 0.10353001111996832] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 3.4856321884498302 Movie Vector: [2.1432911202956917, 0.167054519761359] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.7336819584650933 Movie Vector:
avg loss: 1.0914301476104404: 28%|████████████▊ | 4176/15000 [00:09<00:23, 451.91it/s]
[1.5698653758333145, -0.407974366846977] User Vector: [2.230027591354493, 0.09885076711095925] Predicted: 3.460514523695951 Movie Vector: [2.1984344307394648, -0.13241677520263206] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 3.6024480249902955 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 3.3107492005886785 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.341708423686929, 0.37430384323509447] Predicted: 5.0982909318604355 Movie Vector: [2.158882500592992, -0.4890021071933164] User Vector: [2.036116731097226, -0.5325517699574831] Predicted: 4.656155717629148 Movie Vector: [1.3893356836196173, -0.4495777551124881] User Vector: [1.7947914365947557, -0.5685252680209248] Predicted: 2.7491641012375827 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.3219231134478115, -0.4259640803975052] Predicted: 2.469578622584088 Movie Vector: [2.2610768274499, -0.04040830391322347] User Vector: [1.8863685523728473, -0.23201330604891773] Predicted: 4.274599485983194 Movie Vector: [2.1483339057462665, -0.0013198237006838906] User Vector: [1.5411341659100255, 0.008714880716749644] Predicted: 3.310859279822381 Movie Vector: [2.0012339970472968, -0.5677414816234205] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 2.691859284744258 Movie Vector: [1.3796961768983762, 0.2659996707724413] User Vector: [1.8078118631020252, -0.3472605448222894] Predicted: 2.401859925478407 Movie Vector: [1.3679978963518162, -0.05563091560369816] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 2.6928186122379176 Movie Vector: [2.019484697317054, -0.570140062159587] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.614624421113029 Movie Vector: [1.4143523985814388, 0.017156366597337987] User Vector: [1.949028549374109, -0.14694028260694542] Predicted: 2.754092242354652 Movie Vector: [2.4359455171436473, -0.740682114688891] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 5.389487523747347 Movie Vector: [1.9737954904981163, 0.2918878526324006] User Vector: [1.5455173688368113, -0.2657302096913416] Predicted: 2.9729717928102493 Movie Vector: [1.208690672019978, -1.3074778753935135] User Vector: [1.6583288547713988, -0.3116687422462166] Predicted: 2.4119066028424143 Movie Vector: [2.128516274291069, -0.1842593810161962] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 4.220824194125646 Movie Vector: [1.8009508841708148, -0.09894880144953959] User Vector: [1.8181579376889547, -0.0769630440565135] Predicted: 3.2820285464084082 Movie Vector: [1.4283108030620328, -0.561138078898019] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 2.935612917994098 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.9593160519925414, 0.30830557611000275] Predicted: 3.4159782756567623 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [1.538322444718176, -0.4340429175713191] Predicted: 3.6165717662646264 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 3.295420178209674 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [1.891608016269917, 0.015903773252918384] Predicted: 3.9528384623927404 Movie Vector: [1.7520471209145854, -0.492875048095594] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 3.8040996743550206 Movie Vector: [2.396459188497876, -0.37635785553134504] User Vector: [1.978698176154217, -0.259047404730227] Predicted: 4.839363951233992 Movie Vector: [1.552549262771138, -0.7858325838034852] User Vector: [1.6302783457848413, -0.1298963388035281]
avg loss: 1.0850537248442613: 28%|████████████▉ | 4222/15000 [00:09<00:24, 444.43it/s]
Predicted: 2.633164219408595 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.903214877181317, -0.8015512562244188] Predicted: 3.557893350726939 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.9989799847228946, 0.34370625299476393] Predicted: 4.065833184058839 Movie Vector: [1.898596803243255, -0.07776095773255984] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.484419135467943 Movie Vector: [1.8825144638518596, -0.3421971732974068] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 4.016695675418381 Movie Vector: [1.9020487806928803, -0.18605665198494706] User Vector: [1.9443533582478092, -0.08146002604188919] Predicted: 3.713411114007313 Movie Vector: [1.464686110245704, -0.5340539367425455] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 3.1147567032997587 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.6289808177179383, -0.32808669946842184] Predicted: 3.2184978289281654 Movie Vector: [1.781861140000281, 0.18843905722518073] User Vector: [1.6423684969968588, 0.7499186621349755] Predicted: 3.067786568047655 Movie Vector: [2.038654529734814, 0.756481187206941] User Vector: [1.8961183272444144, -0.09044166069399374] Predicted: 3.7971128018952642 Movie Vector: [1.854899290357833, -0.4406230808543959] User Vector: [2.025100152782566, -0.2345606032510366] Predicted: 3.859709651951458 Movie Vector: [2.0116952735664855, -0.41509002587643606] User Vector: [2.230027591354493, 0.09885076711095925] Predicted: 4.445103997972693 Movie Vector: [1.9893263453876409, 0.5178934014149669] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 3.1977997671441694 Movie Vector: [2.2001549026030367, -0.8347121639548392] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 4.157559516602362 Movie Vector: [2.143762400954718, -0.5008146027551863] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 3.832443583631753 Movie Vector: [2.246412010249143, -0.2969295041236252] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 4.409452206505634 Movie Vector: [1.6571275491752069, 0.03831882366948132] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.496380815402103 Movie Vector: [1.8086623814324931, -0.27755706031115573] User Vector: [1.8805729334337238, -0.2482160855397346] Predicted: 3.4702156472660795 Movie Vector: [1.121382389675296, 0.3801584712535099] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 1.9927636523447851 Movie Vector: [2.0481690642058115, -0.681959387275988] User Vector: [1.7276510824678488, 0.0003614698587510387] Predicted: 3.5382749930889386 Movie Vector: [2.035205859852096, 0.0033674039373179023] User Vector: [1.7254039452916026, -0.4439376920174683] Predicted: 3.510057302537372 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 3.5100781357593283 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [2.225431113113692, -0.17017139891849362] Predicted: 4.641670527826418 Movie Vector: [1.2428339001529585, -1.9689752892914993] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 2.8559262962394625 Movie Vector: [1.8812265162720057, 0.0945536211254059] User Vector: [1.912221993190516, -0.25454113403178164] Predicted: 3.573254932640433 Movie Vector: [1.5020286512596324, -0.4302425454275446] User Vector: [1.8301601239401344, -0.3440073507849563] Predicted: 2.8969595407984676 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [1.9789503294611988, -0.5232408275165411] Predicted: 3.4859015064707397 Movie Vector: [1.9297723949449737, -0.49745590871514683] User Vector: [2.166547297657452, -0.08318323779488009] Predicted: 4.222323160509102 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 4.657061509588449 Movie Vector: [1.9874888693957378, -0.17090079322119797] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 4.08099868429073 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [1.740849533276526, 0.202302016023892] Predicted: 3.717215186432249 Movie Vector: [2.1235645027314844, -0.4236615229463479] User Vector: [1.989935137504654, -0.18930172695876063] Predicted: 4.305955478682701 Movie Vector: [1.4148587273583946, -0.7405641049838613] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 2.275976326034416 Movie Vector: [2.0744198203994526, -0.3959316300366623] User Vector: [1.838081933648913, -0.18338095677186023] Predicted: 3.885559915811822 Movie Vector: [1.8643333085450255, 0.4093906974140404] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 2.7335146834396307 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 4.426364896867112 Movie Vector: [1.9199392753622158, -0.09477227772523845] User Vector: [2.106752691463639, 0.6885402221476227] Predicted: 3.979582710657725 Movie Vector: [1.9336606631272795, -0.39221490159570727] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 3.7845259551980153 Movie Vector: [2.0616349846438053, -0.1955877585519583] User Vector: [2.1726087395750353, -0.3239350682669664] Predicted: 4.542483919369487 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.8072875676668374, 0.651389652129699] Predicted: 3.803944625834086 Movie Vector: [2.249012442934698, -0.3725196884952746] User Vector: [1.7870744721303191, -0.15204016041868978] Predicted: 4.075790677469986 Movie Vector: [2.073346032531699, -0.15280648576795886] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 3.658545364936087 Movie Vector: [1.3039069143802482, -0.09784770943657134] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 2.655932443655553 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.8504386505388244, -0.8354906694451781] Predicted: 4.170480076390321 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.7889678528935513, -0.15984062504768543] Predicted: 4.349238220228453 Movie Vector: [1.3725887229365832, -0.34451559056291375] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 2.4611866853162887 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.649783638767745, -0.22053762213892616] Predicted: 3.9630960955660473 Movie Vector: [2.0616349846438053, -0.1955877585519583] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 4.226123670376324 Movie Vector: [2.244021723327238, -0.5717978903343506] User Vector: [1.927046200247201, 0.27461212970168536] Predicted: 4.167310898786283 Movie Vector: [1.9603611517532122, -0.21343690928581413] User Vector: [2.0306258001684854, -0.3414854116712444] Predicted: 4.053645523231384 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.570203866930582, 0.2842912730285521] Predicted: 2.051364752960149 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [1.7187944493607399, -0.2896843390470938] Predicted: 4.011209959666856 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [2.11806354032374, -0.10134680839736938] Predicted: 4.366240290467727 Movie Vector: [2.3317973683360487, 0.1708175406348968] User Vector: [2.0259400524936186, -0.4485064435429549] Predicted: 4.6474689151663044 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 4.690798552593541 Movie Vector: [2.37439663514589, -0.2279010463182179] User Vector: [1.7898518952557776, -0.9782204774730529] Predicted: 4.4727557878508275 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.9593160519925414, 0.30830557611000275] Predicted: 4.656287627039784 Movie Vector: [1.6827171455712782, 0.10590850310509016] User Vector: [1.7667513921408562, -0.31110591598243237] Predicted: 2.9399940976485057
avg loss: 1.0862366568627932: 28%|█████████████ | 4267/15000 [00:09<00:24, 433.35it/s]
Movie Vector: [1.5402197680705503, -0.6478401684633507] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 2.862067534615516 Movie Vector: [1.5936190582031422, -0.3955908765489096] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 3.193005614486693 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.5482745914979554, 0.25069951817388364] Predicted: 2.9272403217060865 Movie Vector: [2.0031227126025106, -0.07548539273393665] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 3.260869936140288 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [2.0159688812600844, -0.2209481078627512] Predicted: 3.2368097434716985 Movie Vector: [1.7840497047979307, -0.46159299377400487] User Vector: [1.9366874735583455, 0.03145126115148823] Predicted: 3.4406290336947327 Movie Vector: [1.6300529147820715, -0.02609439706575645] User Vector: [1.8301601239401344, -0.3440073507849563] Predicted: 2.9922345089514546 Movie Vector: [1.6729352905918036, -0.5106444775381144] User Vector: [1.878731154114142, 0.11576874632503525] Predicted: 3.0838789782694267 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.8645097403124231, 0.31680874222136224] Predicted: 3.145795195576674 Movie Vector: [1.9022929888340978, -0.5437786823210596] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 3.030309674708239 Movie Vector: [2.0338352554503993, -0.5647382114903965] User Vector: [1.5286124833796906, -1.1101670237979642] Predicted: 3.735899700094481 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.565396823650201, -0.20004750703802895] Predicted: 3.1865390997605716 Movie Vector: [2.0699721074228568, -0.4385792679732663] User Vector: [1.8484709269757258, -0.3096973614300068] Predicted: 3.962110102291049 Movie Vector: [1.8112886350593616, 0.7846637295499564] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 3.308489856515278 Movie Vector: [2.1796570140822307, -0.827696522815987] User Vector: [2.043199466461276, 0.0066056681910123295] Predicted: 4.448006559648814 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 4.316199340014593 Movie Vector: [1.4105663930057017, -0.33142731185166274] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 2.9127104590624997 Movie Vector: [1.4652220681818686, -0.5198313048758357] User Vector: [2.064904432888518, -1.1854808669133128] Predicted: 3.6417936097077077 Movie Vector: [1.5095840170203605, -0.6595307950227778] User Vector: [2.0320454381846123, -0.03876843689382165] Predicted: 3.093112293348998 Movie Vector: [1.8783956812619274, -0.6633637505505606] User Vector: [1.82343334523478, -0.8892594284919036] Predicted: 4.015031790454837 Movie Vector:
avg loss: 1.0851634982129517: 29%|█████████████▏ | 4311/15000 [00:09<00:26, 409.05it/s]
[1.836114164191379, -0.12849261525758277] User Vector: [1.9366874735583455, 0.03145126115148823] Predicted: 3.5519380470139907 Movie Vector: [1.6464852598576998, -1.7618358495459256] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 4.296803390469506 Movie Vector: [2.0296690726764495, -0.7766810458713606] User Vector: [2.1162804443104544, -0.4443153240400518] Predicted: 4.640440257499004 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 3.366487510186152 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.9580678378341372, -0.3298894260362552] Predicted: 3.0675305166861926 Movie Vector: [1.3063101718900085, 0.20582952926334197] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 2.468419021092253 Movie Vector: [1.229783369405848, -0.62051128345109] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 2.498962033499598 Movie Vector: [2.0547826971627363, -0.3677808271417785] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 4.544500102124061 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 4.155184146727858 Movie Vector: [2.1432911202956917, 0.167054519761359] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 4.41909970259552 Movie Vector: [1.2043049965607202, -0.754666633137583] User Vector: [1.5504574641758255, -0.3259437034928651] Predicted: 2.1132025083691657 Movie Vector: [1.4652220681818686, -0.5198313048758357] User Vector: [1.7199304349028164, -0.7491728956601896] Predicted: 2.9095235528858905 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.41775633406093, 0.24675472041351867] Predicted: 2.5693799539720588 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.7898518952557776, -0.9782204774730529] Predicted: 3.537019804830413 Movie Vector: [1.302147149818845, -0.6402247799891311] User Vector: [2.1501863523908042, -0.3140131475742862] Predicted: 3.000898028664506 Movie Vector: [0.983590720747077, -1.4493018114893668] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 1.81865309189637 Movie Vector: [1.5524008678656336, -0.213702584045803] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 3.040810987462624 Movie Vector: [1.776496824504795, -0.4643573405394356] User Vector: [1.949367881385624, 0.1113771022643552] Predicted: 3.4113270760687358 Movie Vector: [1.91927050318379, -0.18227177468764233] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 3.711773236211764 Movie Vector: [1.9020487806928803, -0.18605665198494706] User Vector: [1.5504574641758255, -0.3259437034928651] Predicted: 3.009689723459261 Movie Vector: [1.3331358283209096, 0.1432503905312612] User Vector: [1.17288807596336, -0.40468888681224074] Predicted: 1.505647275597617 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.6753316444107613, -0.43262241103408144] Predicted: 3.0994518331410523 Movie Vector: [1.560750975776881, 0.1522670646738309] User Vector: [1.3694908435945234, -0.20189143136606347] Predicted: 2.1066927548207475 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 3.8063495914632925 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [1.896797132684989, 0.44982048907236555] Predicted: 3.27483462126547 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.9424840096320442, -0.378944833664219] Predicted: 4.208611826022227 Movie Vector: [1.6211256641592338, -0.4069712330472365] User Vector: [1.9726613767455612, -0.27337165772070543] Predicted: 3.309186385160679 Movie Vector: [1.6890876255048999, 0.11013125851955809] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.4679453479115914 Movie Vector: [2.0962086833775353, 0.262854417088801] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 3.817558692478383 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [1.7419638997321962, -0.5662167503050309] Predicted: 3.9894447242522855 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [2.11806354032374, -0.10134680839736938] Predicted: 4.184200257065988 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 3.076545515361505 Movie Vector: [1.5538325330298186, -0.6990483851886159] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 2.9748445801211365 Movie Vector: [1.3992109274064828, -0.38933869411356303] User Vector: [2.186856934790622, -0.7363893023648818] Predicted: 3.346578969175625 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.858300660814611 Movie Vector: [1.7722875304728005, -0.6408236822878172] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 2.8166586659138395 Movie Vector: [1.6673234836608612, -0.6844207684099827] User Vector: [1.755320586295852, -0.03010084694455482] Predicted: 2.947288879680009 Movie Vector: [1.1501806263790118, -1.288985308782842] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 3.03443460323489 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 4.231434369106166 Movie Vector: [1.8393143099652312, -0.5436087898195855] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted: 4.546779715481522 Movie Vector: [1.3528155702065843, -1.1432516487831943] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.31868673827528 Movie Vector: [1.7270604688846496, -0.6199468277510151] User Vector: [1.6397241607951736, -0.32999613606075573] Predicted: 3.036482835705359 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.1050133834479032, -0.042414789375323204] Predicted: 3.8796733295968444 Movie Vector: [1.560837111353663, -0.30012129117958086] User Vector: [1.5992544504491022, -0.8259881015542321] Predicted: 2.744072312295893 Movie Vector: [2.2530568764792824, -0.022514607488438105] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 4.327520305850429 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [1.3962516487467407, 0.18040923067658446] Predicted: 2.5905577843422254 Movie Vector:
avg loss: 1.0887681325334424: 29%|█████████████▏ | 4311/15000 [00:09<00:26, 409.05it/s]
[1.734573001072952, -0.5849079502783108] User Vector: [1.909639317737961, 0.008305674579800066] Predicted: 3.30755074724149 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [2.0853752372472396, -0.049667606626110306] Predicted: 4.004316509857143 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 2.947818919601604 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.5870828044096281, 0.11590823203312245] Predicted: 2.9405473690843817 Movie Vector: [1.9652543512286764, -0.9271363769804046] User Vector: [0.8805284782397274, -1.5935443297020944] Predicted: 3.207895339639056 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 4.423564535583301 Movie Vector: [2.0400063046956114, 0.5565776381223831] User Vector: [2.0283724393113447, -1.136906372535954] Predicted: 3.5051159008736117 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.9574828748234847, 0.02001317976517665] Predicted: 4.144322781027139 Movie Vector: [1.9566414531455514, 0.5359379895560279] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.7871498594508797 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.608576688513559, -0.5508667742504061] Predicted: 3.507151877423777 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.688120857660293 Movie Vector: [2.1080016428602852, 0.6332037001540729] User Vector: [1.4888236186885075, -0.9611543907016505] Predicted: 2.52983611751295 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [1.6524044086575174, -0.265977388245679] Predicted: 3.443200098829561 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.8793746081580005, -1.1468365606420294] Predicted: 4.436721532035762 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 3.46064547639601 Movie Vector: [1.8449000828332054, 1.798135003221055] User Vector: [1.7187944493607399, -0.2896843390470938] Predicted: 2.6501124720733475 Movie Vector: [2.1059283290294397, -0.735800959635791] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 3.6740449696625763 Movie Vector: [1.0980581892568184, -0.5507743247805033] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 2.271622205615978 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.2517080441443436 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.786399644338866, -0.14689339808413263] Predicted: 3.5712559050897945 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.857835046219668, -0.5361194389714858] Predicted: 3.339366553704041 Movie Vector: [1.25943414077633, -0.2911742576574358] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 2.367511860298185 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [2.0786586978061004, -0.22136743290300234] Predicted: 4.686165678599407 Movie Vector: [1.5642736516699636, -0.8108791787804512] User Vector: [1.779400206754467, -1.058123886717114] Predicted: 3.6414794875112513 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.552655160381825 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.8950648758008624, -0.9896506138608051] Predicted: 4.361374161124277 Movie Vector: [1.8766955615244272, 0.04765990771146758] User Vector: [2.0320454381846123, -0.03876843689382165] Predicted: 3.8116829545325444 Movie Vector: [2.022210500954582, -2.1089434618249223] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 4.930804114720877
avg loss: 1.1038577791221722: 30%|█████████████▊ | 4493/15000 [00:09<00:22, 465.91it/s]
Movie Vector: [1.8783956812619274, -0.6633637505505606] User Vector: [1.9652167194445815, -0.5188698939050514] Predicted: 4.035654077417061 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.538322444718176, -0.4340429175713191] Predicted: 2.8554090866755377 Movie Vector: [2.0191731823632812, -0.7093870108020658] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 3.639244755835057 Movie Vector: [1.6171283092885829, 0.12230682924306578] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.221096919105374 Movie Vector: [1.3356728121596257, -0.8794776914575538] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 2.349238812540427 Movie Vector: [1.3740423267325528, -0.7289541226803983] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 3.287616570340248 Movie Vector: [2.237171949065548, -0.2260485805652315] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 3.676575867365989 Movie Vector: [1.9576673945589649, -0.4407780997881693] User Vector: [1.788615894013743, -0.5038883945190014] Predicted: 3.723617986142035 Movie Vector: [1.7186820687265516, -0.3725139017600804] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 2.871589487283321 Movie Vector: [1.9503247399155579, -0.02710573238155877] User Vector: [2.1271362789260797, -0.18602315569798084] Predicted: 4.153648803836577 Movie Vector: [2.019484697317054, -0.570140062159587] User Vector: [1.5334044862293918, -0.02794243718461602] Predicted: 3.112617997610904 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [1.7187207136676823, 0.19824939118164697] Predicted: 3.0472224267641237 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [1.632304150391407, -0.35625756142936427] Predicted: 2.8538267369897024 Movie Vector: [1.7434475269723506, 0.12722751990875467] User Vector: [2.165788561750575, 0.2904735919570283] Predicted: 3.8128949466327247 Movie Vector: [1.4950324119217762, -0.4161321939760335] User Vector: [1.4454962426467086, -0.44754916146769974] Predicted: 2.347303348541662 Movie Vector: [1.8647471637870272, 0.6302031541002949] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 3.7729743700152296 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.7309683450633326, -0.14106705366864847] Predicted: 4.130780034631971 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [2.0493709078871225, -0.436214790120731] Predicted: 4.622800543899872 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.8663101682959504 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.8197659317642694, 0.07106424070381695] Predicted: 3.8401160088447943 Movie Vector: [2.3052536245707116, -0.48840757521018296] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 5.713953931967291 Movie Vector: [1.8706532945824035, 0.4613474102262318] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.084080773513438 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [1.9409533104235905, -0.680415645996368] Predicted: 3.8270414608148573 Movie Vector: [1.4420759405841113, -0.7911234476043159] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.7136465044079348 Movie Vector: [1.895747362806167, -0.5471015006257864] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.782755227210439 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.9156006801454788, -1.258529024742923] Predicted: 4.005914170632702 Movie Vector: [1.836114164191379, -0.12849261525758277] User Vector: [1.8645097403124231, 0.31680874222136224] Predicted: 3.3827451596359417 Movie Vector: [2.0870184597313557, 0.057331649746709956] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 3.9917378977590356 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [2.1914515711227276, 0.14812243091448726] Predicted: 3.612438048128744 Movie Vector: [2.3923861108614117, 0.30353778428021805] User Vector: [1.9593160519925414, 0.30830557611000275] Predicted: 4.781022901028439 Movie Vector: [1.9311413222839524, -0.3597186914280689] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.344376303876256 Movie Vector: [-0.4734654235311655, 0.07102714121527999] User Vector: [1.9580678378341372, -0.3298894260362552] Predicted: -0.950508520991398 Movie Vector: [2.032023567278634, 0.21879011379599247] User Vector: [1.8891151105725394, 0.03743980396446343] Predicted: 3.8469178849554675 Movie Vector: [2.076217372602226, -0.36790941849113634] User Vector: [1.9222520857126826, -0.3956093740084449] Predicted: 4.1365615896186245 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.881129078634934, -0.5061473292897187] Predicted: 4.585669768578271 Movie Vector: [1.6117832841157267, -1.210356296732546] User Vector: [1.8072488964016287, -0.45675580032001106] Predicted: 3.4657308204431785 Movie Vector: [1.4045787636653568, -0.39081022794660675] User Vector: [2.056646309469339, -0.030060631881895644] Predicted: 2.9004697330493454 Movie Vector: [2.1966988628912314, -0.4909184448936108] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 4.760212724714507 Movie Vector: [1.76407411942944, -0.554509073630571] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 3.427035459659306 Movie Vector: [1.7456418421296178, 0.4137515245187679] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.503225876330567 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.2337113944218876, -0.16693054805629065] Predicted: 2.8253292852911254 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.9141433877889746, -0.1527608448025703] Predicted: 3.012401501670743 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 4.594377282533495 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 3.2112688151382796 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [2.0223477619362815, -0.04446982410173719] Predicted: 3.48790315260295 Movie Vector: [1.9730029062363508, -0.04935222531306859] User Vector: [1.5444549381378783, -0.17851713927793306] Predicted: 3.056024299577006 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 3.092358267427429 Movie Vector: [1.4891229157453907, -0.20215265419287157] User Vector: [1.857835046219668, -0.5361194389714858] Predicted: 2.8749227085530835 Movie Vector: [1.7002842559578222, -0.5411986479440275] User Vector: [1.9670352370665198, -0.5266422026650536] Predicted: 3.6295370925310575 Movie Vector: [1.9566414531455514, 0.5359379895560279] User Vector: [2.0361954009240666, 0.11298871014366842] Predicted: 4.04465927030928 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 4.298051283212102 Movie Vector: [2.3317973683360487, 0.1708175406348968] User Vector: [1.8012595373408886, -0.19523589995759377] Predicted: 4.166822532587296 Movie Vector: [2.3960900613056615, -0.10421780334748977] User Vector: [2.1876667058385046, -0.25596316789986273] Predicted: 5.268522370405325 Movie Vector: [2.2995292124217346, -0.3125093537654346] User Vector: [1.976695291291039, 0.6805098521247556] Predicted: 4.332802872261715 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [2.4603473372142495, -0.6830276777164892] Predicted: 4.643289542220344 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.3736411281023004, -0.7007230805477305] Predicted: 4.714056888162975 Movie Vector: [1.9718980556225887, -0.2698210352280608] User Vector: [1.632304150391407, -0.35625756142936427] Predicted: 3.314863164374193 Movie Vector: [1.0775682844151546, -1.8343169581792436] User Vector: [1.6100561271336769, -0.5521085212821174] Predicted: 2.747687442070598 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.855849544179545, -0.026051976978707914] Predicted: 3.2968804313194258 Movie Vector: [1.8698698638757805, -0.1366688598680257] User Vector: [1.7086983833057046, 0.7839611534758026] Predicted: 3.0879005363702436 Movie Vector: [1.9893263453876409, 0.5178934014149669] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 3.656242668937264 Movie Vector: [1.3893356836196173, -0.4495777551124881] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 2.6848676284897453 Movie Vector: [1.3515473397873417, -0.8486137294898998] User Vector: [1.9796525709575008, 0.05595833919353518]
avg loss: 1.1023733503355715: 30%|█████████████▊ | 4493/15000 [00:10<00:22, 465.91it/s]
Predicted: 2.628107151061695 Movie Vector: [2.0388981918629083, 0.4540278930020605] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 3.1851471368593804 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.5566229437740597, -0.12274483706229472] Predicted: 3.4842058128415085 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [1.7251063815226626, -0.40558902205740216] Predicted: 3.4211546267736064 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.7164600708888416, -0.8291614698373961] Predicted: 3.2559576744468464 Movie Vector: [1.9922415802786886, -0.22347051249659158] User Vector: [2.1726087395750353, -0.3239350682669664] Predicted: 4.400751404379496 Movie Vector: [1.4121296672279626, -0.44821520808213206] User Vector: [2.3428849325446315, -0.7186895748343484] Predicted: 3.6305849174784943 Movie Vector: [1.4726417752342498, -0.4284171116301183] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 2.782925571184159 Movie Vector: [1.8184677938644058, -0.32336162194656665] User Vector: [1.7924191294260883, -1.1642295749445206] Predicted: 3.6359236236400396 Movie Vector: [1.7010756535534746, 0.1986030405840817] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 3.1944049856397974 Movie Vector: [1.79520448275186, -0.033806432817511764] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.5430758799696416 Movie Vector: [1.8289171354600278, -0.9630803829099986] User Vector: [1.896797132684989, 0.44982048907236555] Predicted: 3.0358714896024477 Movie Vector: [1.7800885782462972, -0.5297094254558915] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 3.4686956324860865 Movie Vector: [2.358522449358594, -0.36841297213125535] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 3.5662743907355177 Movie Vector: [1.8393143099652312, -0.5436087898195855] User Vector: [1.526645330644532, -0.4120384954208728] Predicted: 3.031968350750913 Movie Vector: [1.1501806263790118, -1.288985308782842] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 1.968451034356591 Movie Vector: [2.244021723327238, -0.5717978903343506] User Vector: [2.2691376244075165, -0.1461519894640287] Predicted: 5.175563521633331 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.489657275391764, -0.8720226769364422] Predicted: 3.89409915993103 Movie Vector: [1.3515473397873417, -0.8486137294898998] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 2.2770941130038067 Movie Vector: [2.112862035041769, -0.11751659874861638] User Vector: [1.7388681688745868, 0.5320368501491398] Predicted: 3.6114653769192593 Movie Vector: [1.8500177339262764, -0.3056800288138052] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 3.055850730403728 Movie Vector: [1.4652220681818686, -0.5198313048758357] User Vector: [1.9966777509513427, 0.08403788076273142] Predicted: 2.881890782525758 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 3.613156604278463 Movie Vector: [2.204067653562915, -0.22942908646161844] User Vector: [2.166547297657452, -0.08318323779488009] Predicted: 4.794301472937134 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.4888236186885075, -0.9611543907016505] Predicted: 3.807107317785572 Movie Vector: [1.5853956944224317, -0.14467591199019425] User Vector: [1.7251063815226626, -0.40558902205740216] Predicted: 2.7936551913460557 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.50031399719279 Movie Vector: [1.9893263453876409, 0.5178934014149669] User Vector: [1.9366874735583455, 0.03145126115148823] Predicted: 3.868991814548381 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [2.133510359816967, -0.4263108119611984] Predicted: 4.906614163857609 Movie Vector: [1.7650871814009064, -1.1824521885253059] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 2.8702713738349006 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.9947721347518315, -0.33884245159255566] Predicted: 3.645258030280616 Movie Vector:
avg loss: 1.1130715323339497: 30%|█████████████▉ | 4556/15000 [00:10<00:22, 461.24it/s]
[2.0007711880948142, -0.35300551994944374] User Vector: [1.6512699475476034, 0.2700877579034633] Predicted: 3.2084708654093883 Movie Vector: [2.249012442934698, -0.3725196884952746] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 4.918422553927689 Movie Vector: [1.6263407280281794, -0.3002409259917777] User Vector: [1.8473056012757814, -0.6293344752841111] Predicted: 3.193300302087239 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 4.096875517464852 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 4.564115590916268 Movie Vector: [1.671797223217955, -1.1256649637846599] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 3.0292401426035664 Movie Vector: [1.23943508694282, -1.302885615574867] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 2.679379793881777 Movie Vector: [1.5790179978872314, 1.0755041625927746] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.379415591958686 Movie Vector: [1.9183976872629134, -0.4505266183345575] User Vector: [1.76738540525505, 0.20311047297153498] Predicted: 3.2990413994073164 Movie Vector: [2.1334231932091576, 0.07958812824016372] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 4.212112743895919 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.062503892158161, -0.24779688640598724] Predicted: 4.698814924004858 Movie Vector: [1.8435320126534676, 0.4706606673137753] User Vector: [1.3803420861203968, -0.3918939167046854] Predicted: 2.3602557718233848 Movie Vector: [1.6723034031615664, -0.7587383527238014] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 3.7977443733680047 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.8199861903139285, -0.18858355459974466] Predicted: 3.8278888787701932 Movie Vector: [1.2353421954363617, -0.6099314138768841] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 2.4179638023863843 Movie Vector: [2.0632908338153224, -0.20704653269540357] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 3.8246563056695804 Movie Vector: [1.0481449644223262, -0.6486419833994618] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 2.303776595359496 Movie Vector: [2.225573496430056, -0.17722320881919837] User Vector: [1.8438543836096737, -0.08001093506199308] Predicted: 4.117813242090378 Movie Vector: [1.9544490651605555, 0.11624612671061073] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 3.3714826987100768 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [1.7005426294038113, -0.9461675770998745] Predicted: 4.068753837361571 Movie Vector: [1.9116144359502245, -0.17667308787055808] User Vector: [1.7748772459085618, -0.3442539019733002] Predicted: 3.4537013651914945 Movie Vector: [1.603388954180035, 0.19950208065194894] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 2.811264747453167 Movie Vector: [1.1938915974529345, -0.8021801722490888] User Vector: [1.7195431859823356, -0.859533917664677] Predicted: 2.7424492273279437 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.912221993190516, -0.25454113403178164] Predicted: 3.431228041539044 Movie Vector: [1.275448926023175, 0.21457597536792092] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 2.09869854677636 Movie Vector: [2.0616349846438053, -0.1955877585519583] User Vector: [1.9366874735583455, 0.03145126115148823] Predicted: 3.986591168137058 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [1.649783638767745, -0.22053762213892616] Predicted: 3.7695280531284463 Movie Vector: [2.139233421732148, -0.026328504110995986] User Vector: [1.7270524566981356, -0.532335474415895] Predicted: 3.7085839331798525 Movie Vector: [2.219091417583947, -0.006707121046797233] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.2662413377035624 Movie Vector: [1.7753636301446991, -0.6922068314416318] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 4.091381436378643 Movie Vector: [1.9980554867241744, -0.04983187255088162] User Vector: [2.0152975219170375, -0.21852778631079023] Predicted: 4.037565919844234 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.5087851702379518 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 3.978070933055552 Movie Vector: [2.0400063046956114, 0.5565776381223831] User Vector: [1.725788372467697, 0.5195961954563217] Predicted: 3.8098147836489353 Movie Vector: [1.9737954904981163, 0.2918878526324006] User Vector: [1.8520137860053414, -0.4902941747970307] Predicted: 3.5123855453180064 Movie Vector: [2.3641197841547923, -0.3490780023391933] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 4.079233796461846 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [1.7313350259819076, 0.376260810862635] Predicted: 3.9128859326227827 Movie Vector: [2.237171949065548, -0.2260485805652315] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.956170744104019 Movie Vector: [2.0962086833775353, 0.262854417088801] User Vector: [1.4176708117116659, -0.789954836366878] Predicted: 2.764090747641178 Movie Vector: [1.7475497298809217, -0.36636555616091715] User Vector: [1.9533927833209928, 0.01071656607279509] Predicted: 3.409724850154548 Movie Vector: [1.6300529147820715, -0.02609439706575645] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 2.982045102430857 Movie Vector: [1.8936948320019629, -0.2547723200081246] User Vector: [1.320423680632554, -1.4948567310998675] Predicted: 2.8813276175289526 Movie Vector: [1.1462211470625647, -1.1660291692484221] User Vector: [1.7475022900825836, -0.05181395624974307] Predicted: 2.06344066379428 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.5445056941031434 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.5208096509240479, -1.624596626225483] Predicted: 3.287985497541877 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [1.4614552288998577, -0.1834015332618259] Predicted: 2.798961270993969 Movie Vector: [1.8644454769827392, -0.3116219195769168] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 3.70342091290308 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.6527642571523944, -0.6522404501911481] Predicted: 4.147470598545242 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.8209561601312365, -0.5774749272113949] Predicted: 3.4603850592225616 Movie Vector: [2.1983441887763076, -0.031479896085005385] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 2.7096194843326478 Movie Vector: [2.4708619949185624, -0.2000492626893844] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 5.2533509342754785 Movie Vector: [1.2823178818377847, -0.6366605495563435] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 2.6855256762470714 Movie Vector: [1.9652896370354567, -0.2296959755823713] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.570383788315664 Movie Vector: [1.3039069143802482, -0.09784770943657134] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.620642235834025 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.9117726018410925, 0.8011308835947197] Predicted: 3.2768165953914443 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.8438543836096737, -0.08001093506199308] Predicted: 2.892406900299537 Movie Vector: [1.4807303202403788, -0.5335789818883981] User Vector: [1.6638132389279163, -0.3801742389044356] Predicted: 2.6665116934327404 Movie Vector: [1.2718272735327094, -0.9167529864592356] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.9096877623037212 Movie Vector: [1.67439753953876, -0.39802945066083395] User Vector: [2.0049696735333704, 0.008959365547655647] Predicted: 3.3535501968669035 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.9533927833209928, 0.01071656607279509] Predicted: 4.707936473501569 Movie Vector: [1.6818821569039426, -0.6161754363352977] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.4387188668570774 Movie Vector: [2.2865662600918424, 0.7093314294254223] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 3.3273086856182768 Movie Vector:
avg loss: 1.1145855246331478: 30%|█████████████▉ | 4556/15000 [00:10<00:22, 461.24it/s]
[2.0007711880948142, -0.35300551994944374] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 3.222792114855784 Movie Vector: [-0.10599550101138766, -0.3869449154355037] User Vector: [1.4405236626855127, -0.008904514995591029] Predicted: -0.14924347054314696 Movie Vector: [1.9580262863332352, -0.07293087139793465] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 3.128008939498599 Movie Vector: [0.04666328430175781, 0.5110645294189453] User Vector: [1.788615894013743, -0.5038883945190014] Predicted: -0.17405679325551526 Movie Vector: [2.0799798960652076, -0.0026227161641230725] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 4.113815126697727 Movie Vector: [2.081821346671856, -0.6957586771577933] User Vector: [1.520605003086057, -0.1714300152482199] Predicted: 3.2849018759148185 Movie Vector: [2.2995292124217346, -0.3125093537654346]
avg loss: 1.1138329704075869: 31%|██████████████▎ | 4680/15000 [00:10<00:22, 468.07it/s]
User Vector: [2.0028363293536695, -0.5282229687445861] Predicted: 4.770655265654711 Movie Vector: [1.6901711298224895, -0.3252630482861306] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 3.355640242617651 Movie Vector: [1.981125289646855, 0.019657832186911858] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 3.7048136931779125 Movie Vector: [2.000742130328862, -0.4472147376193885] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 3.357027233485915 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [1.83752651267516, -0.014296984635816147] Predicted: 2.8375454293273177 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.9028518681840183, -0.1277172810495153] Predicted: 3.9808123421414914 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.94781976916572 Movie Vector: [1.541346206905355, 0.11995489579417631] User Vector: [1.8144251474789355, -0.21364991927602478] Predicted: 2.7710289649771567 Movie Vector: [2.000742130328862, -0.4472147376193885] User Vector: [1.7947914365947557, -0.5685252680209248] Predicted: 3.845167720916561 Movie Vector: [0.46894575601819577, 0.4536617214103487] User Vector: [2.1101914671249804, -0.7962867441049659] Predicted: 0.6283205178271689 Movie Vector: [1.6349479322348555, -0.6119491926711771] User Vector: [1.522270064152828, -0.534180700059834] Predicted: 2.8157237418318264 Movie Vector: [1.9817828051714923, -0.022503616024921933] User Vector: [1.625567004707061, -1.0159028961408996] Predicted: 3.2443822272759406 Movie Vector: [1.096311768699868, -0.9803248491530897] User Vector: [1.83752651267516, -0.014296984635816147] Predicted: 2.028517630450256 Movie Vector: [2.211013506603744, -0.1455517879215146] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 3.994764247088662 Movie Vector: [2.136484520578697, 0.2645749638324796] User Vector: [1.6771923841471685, -0.07464726014608239] Predicted: 3.563545770609562 Movie Vector: [2.0392227308645654, 0.13983150736326486] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.3514363712946063 Movie Vector: [1.9552772767300943, 0.06835645109684767] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.6656703519407547 Movie Vector: [1.2043049965607202, -0.754666633137583] User Vector: [1.947971460232013, -0.2147619026976715] Predicted: 2.5080254047501684 Movie Vector: [1.8370585453229062, -0.08516953939999217] User Vector: [1.6345461024102081, -0.44919686302838024] Predicted: 3.0410147750809715 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.3803420861203968, -0.3918939167046854] Predicted: 2.562790190241545 Movie Vector: [2.0209851762987174, 0.08135290203306096] User Vector: [1.7659874042540942, -0.33878399598434084] Predicted: 3.541473304292092 Movie Vector: [1.5524008678656336, -0.213702584045803] User Vector: [1.526645330644532, -0.4120384954208728] Predicted: 2.4580192274133736 Movie Vector: [1.8589832156404233, -0.9940592189786491] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 3.8782211417171966 Movie Vector: [1.4652220681818686, -0.5198313048758357] User Vector: [1.5183429664981487, -0.567149271749701] Predicted: 2.5195315675748384 Movie Vector: [1.6729352905918036, -0.5106444775381144] User Vector: [1.909639317737961, 0.008305674579800066] Predicted: 3.1904617600890854 Movie Vector: [2.0200125463013996, -0.19311233512775805] User Vector: [1.9425262146852413, 0.27815718102684306] Predicted: 3.870211742422905 Movie Vector: [2.237171949065548, -0.2260485805652315] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 3.4479791136596294 Movie Vector: [1.5225313474991427, -0.9039615437310877] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.044352362471958 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.608576688513559, -0.5508667742504061] Predicted: 4.000885500251564 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.7475022900825836, -0.05181395624974307] Predicted: 3.1114085174217454 Movie Vector: [1.386620212539926, -1.1718338533651682] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 2.2891780430270194 Movie Vector: [2.139233421732148, -0.026328504110995986] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 3.52134910728301 Movie Vector: [1.9816419776050513, -0.4678442154587884] User Vector: [1.7767268716369797, -0.6645030222103375] Predicted: 3.83172044667073 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [1.750267526932222, 0.7107062835676157] Predicted: 3.695075124471808 Movie Vector: [2.1088970835472685, 0.2415177820410063] User Vector: [2.127037812213496, 0.6774303764697013] Predicted: 4.649315320783971 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.5533454203812282, -0.5951740471625842] Predicted: 2.602781699440556 Movie Vector: [1.2353421954363617, -0.6099314138768841] User Vector: [1.5334044862293918, -0.02794243718461602] Predicted: 1.911322234729762 Movie Vector: [2.0481690642058115, -0.681959387275988] User Vector: [1.9890278513650674, -0.21713282519969265] Predicted: 4.221941081440373 Movie Vector: [1.3893356836196173, -0.4495777551124881] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 2.516800941013082 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [1.4892415901713165, -0.7363488687934976] Predicted: 3.2637319580064843 Movie Vector: [2.1983441887763076, -0.031479896085005385] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 4.655516558538657 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.023862857013545 Movie Vector: [1.218591164251326, -0.9634804720459329] User Vector: [1.5183429664981487, -0.567149271749701] Predicted: 2.3966765713437 Movie Vector: [1.1588260246230995, -1.3630375308137959] User Vector: [1.927046200247201, 0.27461212970168536] Predicted: 1.8588046482974103 Movie Vector: [1.3725887229365832, -0.34451559056291375] User Vector: [1.570203866930582, 0.2842912730285521] Predicted: 2.0573013446410178 Movie Vector: [2.0286767166419324, 0.2196548477045961] User Vector: [1.6207888108432957, -0.18092291414973943] Predicted: 3.2483159279977265 Movie Vector: [1.7840497047979307, -0.46159299377400487] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.3652041289217043 Movie Vector: [2.3523755286050627, -0.38386375646722115] User Vector: [1.9905235534559298, 1.9364309373702253] Predicted: 3.9391332425034435 Movie Vector: [1.8699827863449865, -0.34217816636884746] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 3.8191971092586177 Movie Vector: [1.3725887229365832, -0.34451559056291375] User Vector: [1.8095896996681973, -1.3777138662193746] Predicted: 2.9584663211540487 Movie Vector: [2.0191731823632812, -0.7093870108020658] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 3.642693837105831 Movie Vector: [1.9311413222839524, -0.3597186914280689] User Vector: [2.0231165189047298, -0.41311012533109925] Predicted: 4.055527343151976 Movie Vector: [1.8482374031105422, -0.931721482239024] User Vector: [1.7913404162949393, -0.9076986723235403] Predicted: 4.156544711503599 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [2.116472907775532, 0.08122719013747698] Predicted: 4.452939459679184 Movie Vector: [2.0229731515085008, -0.2616612171160882] User Vector: [1.8208509420922823, 0.3517267879143393] Predicted: 3.5914993093336482 Movie Vector: [2.0616349846438053, -0.1955877585519583] User Vector: [1.6869721162131923, -0.09593383482861775] Predicted: 3.4966842166271355 Movie Vector: [1.8009508841708148, -0.09894880144953959] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 2.700924332126558 Movie Vector: [1.8936948320019629, -0.2547723200081246] User Vector: [2.1271362789260797, -0.18602315569798084] Predicted: 4.0755405293186096 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.111321461647004 Movie Vector: [1.898596803243255, -0.07776095773255984] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 3.491413842048656 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.9600198203674704, -0.06399185589732131] Predicted: 3.8019226704657036 Movie Vector: [2.2323177136585, 0.0471535745751156] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 4.031591325008661 Movie Vector: [1.5458992281669146, -0.6317189545972773] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.5157391695947187 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.188009574351873, -0.31441444357253767] Predicted: 4.17311964172827 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [2.0336718325752345, 0.552351437598736] Predicted: 3.2581257855415937 Movie Vector: [0.719159352984144, 1.958295016747466] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 1.3896251792093186 Movie Vector: [2.0116952735664855, -0.41509002587643606] User Vector: [1.5208096509240479, -1.624596626225483] Predicted: 3.7337594423769103 Movie Vector:
avg loss: 1.1131674041991713: 31%|██████████████▎ | 4680/15000 [00:10<00:22, 468.07it/s]
[2.348904846599863, 0.28148564712331176] User Vector: [1.7089796305142635, -0.3476187686601128] Predicted: 3.9163808428068965 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.9264649368774696 Movie Vector: [1.7800885782462972, -0.5297094254558915] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 3.7755213199257533 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.8847335107293304, 0.7834636457767085] Predicted: 2.295769176331636 Movie Vector: [1.5489602919740804, 0.3090258559115347] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.0290621036712095 Movie Vector: [1.9336606631272795, -0.39221490159570727] User Vector: [1.6583288547713988, -0.3116687422462166] Predicted: 3.3288863980709227 Movie Vector: [1.4512672402713318, -1.8010839237445824] User Vector: [1.6771923841471685, -0.07464726014608239] Predicted: 2.568500342946045 Movie Vector: [1.911503901237137, 0.11268268764829475] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 3.444692351353561 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 3.368964577706663 Movie Vector: [1.4472672166424425, -1.7879596360384777] User Vector: [2.2086186803389736, -0.5438921925928388] Predicted: 4.1689186968311525 Movie Vector: [-1.1089611053466797, 0.47036170959472656] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: -1.5333839890476975 Movie Vector: [1.7496079953133548, -0.4054526178117343] User Vector: [2.25158866025167, 1.4048319829838722] Predicted: 3.3698047170467462 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.7473876036727791, 0.3561041047627241] Predicted: 3.0950875679448746 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.965813740863138, 0.2458775873387725] Predicted: 3.492588714120929 Movie Vector: [2.007106549398946, 0.0316232632055424] User Vector: [1.886822486212762, 0.18571416201039984] Predicted: 3.7929266574570892 Movie Vector: [1.9576673945589649, -0.4407780997881693] User Vector: [1.866729343579007, -0.6052101849340568] Predicted: 3.9211985656787616 Movie Vector: [2.0799798960652076, -0.0026227161641230725] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 4.249109300367248 Movie Vector: [1.1501806263790118, -1.288985308782842] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 0.9750704741832245 Movie Vector: [1.3397148139008046, -0.24749593009268744] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 2.5038462601724585 Movie Vector: [2.0392227308645654, 0.13983150736326486] User Vector: [1.76738540525505, 0.20311047297153498] Predicted: 3.632493736191255 Movie Vector: [2.3589887190041345, -0.15716537764148583] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 2.9591674245699267 Movie Vector: [2.076217372602226, -0.36790941849113634] User Vector: [2.1876667058385046, -0.25596316789986273] Predicted: 4.636242880382575 Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.9947721347518315, -0.33884245159255566] Predicted: 4.650616229682841 Movie Vector: [1.9214617824448559, -0.3108245117619316] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.449357876762516 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [1.857835046219668, -0.5361194389714858] Predicted: 3.6832560891569894 Movie Vector: [1.8888854500131271, 0.18641605125751576] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.244376692172451 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 4.938071790622854 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [1.7462523264672523, -0.24444131507870898] Predicted: 2.8368181816053615 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [2.0254160549277898, -0.5792092958813452] Predicted: 4.307913193357249
avg loss: 1.112440546031803: 32%|██████████████▊ | 4735/15000 [00:10<00:21, 488.35it/s]
Movie Vector: [1.8025383013661371, -0.6653837938531583] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 3.1126981638081634 Movie Vector: [2.211013506603744, -0.1455517879215146] User Vector: [1.650549826745458, -0.22680160072556727] Predicted: 3.682399338745745 Movie Vector: [1.5708422001087885, -0.7444034666371284] User Vector: [1.8662142481012258, -0.07664346323443683] Predicted: 2.988581755088488 Movie Vector: [2.0648565257730422, -0.42333109775758737] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 3.850279769230015 Movie Vector: [1.9297723949449737, -0.49745590871514683] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.3570286055679666 Movie Vector: [1.7263330698443433, -0.07100728271789547] User Vector: [2.2294648992068318, -0.08368258137894279] Predicted: 3.8547410562724775 Movie Vector: [1.6480752227997266, 0.27741258049528517] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 3.1436494606925 Movie Vector: [1.5237534393292478, -2.6513686081446077] User Vector: [1.8473056012757814, -0.6293344752841111] Predicted: 4.4834359352276065 Movie Vector: [1.8705452883336653, -0.5378028333134514] User Vector: [1.8473056012757814, -0.6293344752841111] Predicted: 3.7939266524884308 Movie Vector: [1.785144187762598, -0.6048789501433574] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 3.544091385001986 Movie Vector: [2.110115510807648, -0.3601982118263695] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.5906121293541995 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.9028518681840183, -0.1277172810495153] Predicted: 4.312429836199357 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [1.9950233022794863, -1.0942906568559652] Predicted: 4.175753644352546 Movie Vector: [2.0799798960652076, -0.0026227161641230725] User Vector: [2.6306746910392476, 0.6684557997864599] Predicted: 5.469997300618084 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.8197659317642694, 0.07106424070381695] Predicted: 4.071039596765705 Movie Vector: [1.8829295853040846, 0.6895341141388973] User Vector: [1.757935220720095, -0.1784654898148577] Predicted: 3.1870101927180805 Movie Vector: [1.7020159343510448, -0.5767595111607993] User Vector: [2.258874992617039, -0.9657270711495778] Predicted: 4.401633504612279 Movie Vector: [1.343212398005584, -0.3230120391122515] User Vector: [2.256068773261233, -0.8020503499190743] Predicted: 3.2894514659957914 Movie Vector: [1.9922415802786886, -0.22347051249659158] User Vector: [2.0853752372472396, -0.049667606626110306] Predicted: 4.1656705036347015 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.1053399912698874, -0.12119835481848393] Predicted: 4.095008481465836 Movie Vector: [2.0670171340617065, 0.2754372696960869] User Vector: [2.3752477218424732, -1.1226086308341612] Predicted: 4.600469482475202 Movie Vector: [1.8644454769827392, -0.3116219195769168] User Vector: [2.082077563983829, -0.20508903091880956] Predicted: 3.945830334395979 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.7453890106940677, -0.4283530677422637] Predicted: 3.171364340169828 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [2.202554147810272, 0.826978557325885] Predicted: 4.121027309056743 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [1.7388681688745868, 0.5320368501491398] Predicted: 3.6451126984576114 Movie Vector: [1.990713217881009, 0.20954674909670243] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.778888897238947 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [1.545193372128824, 0.048549805489964806] Predicted: 3.311501644596492 Movie Vector: [1.7020159343510448, -0.5767595111607993] User Vector: [1.4861713802155883, -0.16080507884844325] Predicted: 2.6222332289722186 Movie Vector: [1.8173085910302127, -0.8735503732970417] User Vector: [1.6683885611131735, -0.4327302397383034] Predicted: 3.409988527747818 Movie Vector: [1.493986160336092, 0.3049914392804286] User Vector: [1.6829320237922731, -1.7189701669466813] Predicted: 1.9900059670348798 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.6664896564330498, -0.5567691266315545] Predicted: 3.624030211461177 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [1.742142036715218, 0.1037905242159839] Predicted: 4.0198380527061754 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 4.006627964498471 Movie Vector: [1.4966535466304647, -0.38022378333372103] User Vector: [2.3752477218424732, -1.1226086308341612] Predicted: 3.981765427840322 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.7284641653903543, 0.14859348222949081] Predicted: 3.0542886802335913 Movie Vector: [1.7736885062811856, 0.9119318089190809] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.1123895599424762 Movie Vector: [2.0466328595659427, -0.11268299167768095] User Vector: [1.8520137860053414, -0.4902941747970307] Predicted: 3.845640085225929 Movie Vector: [2.115129574398375, -0.20424271162797178] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 4.0942847069836015 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [1.9259816621903754, -0.6461479134866261] Predicted: 4.308971590773619 Movie Vector: [2.144314114014453, 0.2581874781707006] User Vector: [1.2337113944218876, -0.16693054805629065] Predicted: 2.602365378446999 Movie Vector: [2.012896938303164, -0.3626896790577345] User Vector: [1.680780664650617, -0.3853032984569571] Predicted: 3.5229837834916244 Movie Vector: [1.4013228018510506, 0.4256741169543887] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 2.5978760739862405 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.5271575700026085 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 4.05606463624457 Movie Vector: [1.5708973381520364, -0.08202975852878056] User Vector: [2.4595703368793873, -0.16286559385001018] Predicted: 3.8770923205376997 Movie Vector: [1.98908764935465, 0.41658333518926416] User Vector: [1.4764374501698296, -0.19223681069115128] Predicted: 2.856680845433613 Movie Vector: [1.8289171354600278, -0.9630803829099986] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 4.06090089462864 Movie Vector: [1.3520582709584135, -0.18612607595352681] User Vector: [1.3484286459575494, -0.23643834425508858] Predicted: 1.8671614447853078 Movie Vector: [2.249012442934698, -0.3725196884952746] User Vector: [1.933482006714622, -0.6832697808665302] Predicted: 4.6029565372181676 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [1.5043682311182343, -0.5384735116414142] Predicted: 3.3380548369829692 Movie Vector: [1.4973725692461555, 0.08582056823359142] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 2.982397636040753 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 4.9956639559733445 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 3.530527261288893 Movie Vector: [2.136484520578697, 0.2645749638324796] User Vector: [2.1693265901773024, 0.6301834869910791] Predicted: 4.8014634532720635 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [2.039104976676401, -0.46429282626957047] Predicted: 3.6353389967165564 Movie Vector:
avg loss: 1.1120278981382814: 32%|██████████████▋ | 4785/15000 [00:10<00:22, 446.82it/s]
[2.244202150178238, -0.09592811019119085] User Vector: [1.8208509420922823, 0.3517267879143393] Predicted: 4.05261711332933 Movie Vector: [1.895747362806167, -0.5471015006257864] User Vector: [1.7031859372605458, 0.4903314005184437] Predicted: 2.9605492039026453 Movie Vector: [2.1172757277302474, -0.42071542341158036] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.8435371463317995 Movie Vector: [2.143762400954718, -0.5008146027551863] User Vector: [1.8269924766380314, -0.6262860364704961] Predicted: 4.230290970809844 Movie Vector: [1.9544490651605555, 0.11624612671061073] User Vector: [2.059270291587967, -0.28758539579804243] Predicted: 3.991308207946946 Movie Vector: [1.6171283092885829, 0.12230682924306578] User Vector: [1.786399644338866, -0.14689339808413263] Predicted: 2.8708713708070266 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [1.7142418540817335, -1.1988601553548854] Predicted: 3.015920592869598 Movie Vector: [1.6768328150834946, 1.0950632594420207] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.2944187617004976 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.838081933648913, -0.18338095677186023] Predicted: 3.8847002677365996 Movie Vector: [1.6723034031615664, -0.7587383527238014] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.49159039695775 Movie Vector: [2.032023567278634, 0.21879011379599247] User Vector: [2.1726087395750353, -0.3239350682669664] Predicted: 4.343918370843357 Movie Vector: [1.6805961628003223, -0.7822519388021036] User Vector: [1.7692017842929544, -0.5941011192928458] Predicted: 3.4380504823135514 Movie Vector: [1.7282077559568227, -0.8473548360390176] User Vector: [1.9130419545868589, -0.45845336986142043] Predicted: 3.6946066234382684 Movie Vector: [2.0699721074228568, -0.4385792679732663] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 4.166105104782569 Movie Vector: [2.3523755286050627, -0.38386375646722115] User Vector: [1.7282075345281367, 0.5817161211003788] Predicted: 3.842093377131745 Movie Vector: [1.6882424156939684, -0.7991618836628956] User Vector: [1.8473056012757814, -0.6293344752841111] Predicted: 3.621639795544874 Movie Vector: [1.9586099241874166, -0.004192038198113554] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.8733579254731656 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [2.0028363293536695, -0.5282229687445861] Predicted: 3.4050865789563187 Movie Vector: [1.3476327107985404, -0.8827562310092816] User Vector: [2.0361954009240666, 0.11298871014366842] Predicted: 2.6443020399497956
avg loss: 1.1098734992601549: 32%|██████████████▊ | 4831/15000 [00:10<00:22, 448.27it/s]
Movie Vector: [2.076217372602226, -0.36790941849113634] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 4.341650983713559 Movie Vector: [2.1562017985676447, 0.07224579110489042] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 4.121141377044655 Movie Vector: [1.6088311669310607, -0.6119364908936091] User Vector: [2.3536099346131945, -1.6409164860169154] Predicted: 4.790697693906947 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [1.9425262146852413, 0.27815718102684306] Predicted: 3.6431064078369553 Movie Vector: [1.3868652356207503, -0.8004579463292563] User Vector: [1.82343334523478, -0.8892594284919036] Predicted: 3.2406710918623234 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [1.5566229437740597, -0.12274483706229472] Predicted: 3.1030620200862025 Movie Vector: [2.143762400954718, -0.5008146027551863] User Vector: [1.9890278513650674, -0.21713282519969265] Predicted: 4.372746411805677 Movie Vector: [1.7840497047979307, -0.46159299377400487] User Vector: [1.9038342653651537, -0.6976994376762166] Predicted: 3.7185881313002924 Movie Vector: [1.4205263511324886, -0.49006982542663236] User Vector: [0.9310557962229137, -1.4732372778636313] Predicted: 2.044578428483926 Movie Vector: [1.8698698638757805, -0.1366688598680257] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 2.899205444690254 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 3.1825832085608052 Movie Vector: [0.9056886285496065, -0.3775579138259039] User Vector: [1.4764374501698296, -0.19223681069115128] Predicted: 1.4097731385886874 Movie Vector: [1.3515473397873417, -0.8486137294898998] User Vector: [1.3803420861203968, -0.3918939167046854] Predicted: 2.198164232711699 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.5597470677458214, 0.8043235986954258] Predicted: 2.2551112736154173 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.0886480680266835, 0.17113695871267448] Predicted: 4.000320605541969 Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 4.238504537656054 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [1.6532611461028903, -0.48696424818392026] Predicted: 3.4517921697400777 Movie Vector: [1.5321566980683694, -0.820772920976396] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 3.4168592712815906 Movie Vector: [1.9826927166211807, -0.04092548029397369] User Vector: [1.6112153690225215, -1.0929704910652247] Predicted: 3.239275319363046 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [1.7419638997321962, -0.5662167503050309] Predicted: 3.3495965630645896 Movie Vector: [1.5489602919740804, 0.3090258559115347] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 2.544689680822388 Movie Vector: [1.25943414077633, -0.2911742576574358] User Vector: [1.5781754917192803, -0.06336683319157763] Predicted: 2.0060588850223944 Movie Vector: [1.6108037461375562, -0.04731408040888503] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.272683721459615 Movie Vector: [2.3317973683360487, 0.1708175406348968] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 4.88415548577629 Movie Vector: [1.8449000828332054, 1.798135003221055] User Vector: [1.9087731401264652, -0.8971290043310644] Predicted: 1.9083366592365727 Movie Vector: [1.4213395204898693, -1.3566790797505288] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 3.1369760276792147 Movie Vector: [1.1762031335262597, 0.1691954427311478] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 2.3669282127176134 Movie Vector: [1.6662250769211417, -1.1996571596365722] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 3.742869772210139 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.9259816621903754, -0.6461479134866261] Predicted: 3.6013030585578485 Movie Vector: [1.523100450639646, -0.7106115438392978] User Vector: [1.8163698045325452, -1.0265409892597344] Predicted: 3.495985545003945 Movie Vector: [1.6622568010223542, 0.07261504097613024] User Vector: [1.511841134610826, -0.22806612734523693] Predicted: 2.4965071768897564 Movie Vector: [1.218591164251326, -0.9634804720459329] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 2.01119010723139 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.247721908579746 Movie Vector: [1.541346206905355, 0.11995489579417631] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 2.852755507570614 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.3803420861203968, -0.3918939167046854] Predicted: 2.491113208943044 Movie Vector: [1.091556349141549, -1.6572590192434251] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 2.3882519076911386 Movie Vector: [1.4074704859371057, -0.5654294830204317] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 2.6988496862000417 Movie Vector: [1.6143445504912914, -0.03179533465903921] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 3.3835696007581157 Movie Vector: [1.7276302991172336, -0.37519411773347544] User Vector: [2.006840344110284, -0.20958978455574734] Predicted: 3.5457150382781246 Movie Vector: [2.076217372602226, -0.36790941849113634] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.7416136048912603 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 3.218603548009195 Movie Vector: [1.8766955615244272, 0.04765990771146758] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.415055880603398 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [1.6345461024102081, -0.44919686302838024] Predicted: 3.9357065833032046 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [2.256068773261233, -0.8020503499190743] Predicted: 4.068622795111304 Movie Vector: [1.9494199202700218, -0.09182142795297464] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 3.4928924449455203 Movie Vector: [2.0648565257730422, -0.42333109775758737] User Vector: [1.9483667645195295, -0.6863820169806638] Predicted: 4.3136646810469506 Movie Vector: [1.645668426733709, -0.9786395979701075] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 3.5018970857239182 Movie Vector: [1.2353421954363617, -0.6099314138768841] User Vector: [1.8103089491076712, -0.04609228773224976] Predicted: 2.2644641658341143 Movie Vector: [1.7854871330333886, -0.4841264555168196] User Vector: [1.927046200247201, 0.27461212970168536] Predicted: 3.307769198307858 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [1.4405236626855127, -0.008904514995591029] Predicted: 2.622599797277156 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 4.503914797015772 Movie Vector: [2.2632985458089694, 0.20291847306451682] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 4.509170855243064 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [1.978698176154217, -0.259047404730227] Predicted: 3.4102085534697224 Movie Vector: [1.985928556200694, -0.4680226753077156] User Vector: [1.9117726018410925, 0.8011308835947197] Predicted: 3.4216963835466903 Movie Vector: [1.981125289646855, 0.019657832186911858] User Vector: [1.722980172695871, -0.7678956867105134] Predicted: 3.398344429141487 Movie Vector: [2.0286767166419324, 0.2196548477045961] User Vector: [1.650549826745458, -0.22680160072556727] Predicted: 3.298613932109353 Movie Vector: [-0.10599550101138766, -0.3869449154355037] User Vector: [1.7620275693448166, -0.16528784290264173] Predicted: -0.12280970461410194 Movie Vector: [1.9093671899210538, -0.40824571119762365] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 4.260818432157745 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [2.0223477619362815, -0.04446982410173719] Predicted: 4.250000759717168 Movie Vector: [2.335870256966165, -0.24082947254355386] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 3.6401750242195177 Movie Vector: [2.0385736041765163, 1.326694585994686] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.7901175291237386 Movie Vector: [1.9732431723687265, -0.23040836074473497] User Vector: [1.8786918020282144, -0.5306557451040602] Predicted: 3.8293832916864754 Movie Vector: [1.1810368938139368, -0.3322090965472124] User Vector: [1.8786918020282144, -0.5306557451040602] Predicted: 2.395092995959718 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.80036014268835
avg loss: 1.1092970707270378: 32%|██████████████▊ | 4831/15000 [00:10<00:22, 448.27it/s]
Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 3.4974268427115116 Movie Vector: [1.693174725130548, -0.179904798766102] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.283917349439403 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 4.289314249528139 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [1.7352277033387227, -0.4100303143014666] Predicted: 3.401723578304256 Movie Vector: [1.229783369405848, -0.62051128345109] User Vector: [2.6306746910392476, 0.6684557997864599] Predicted: 2.820375619101113 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [2.282126767406707, -0.5140731905599631] Predicted: 4.3853864503521045 Movie Vector: [2.0116952735664855, -0.41509002587643606] User Vector: [1.949028549374109, -0.14694028260694542] Predicted: 3.9818449665316464 Movie Vector: [1.3035106081123402, -0.15992622746651422] User Vector: [1.5270929427068993, -0.48112616060566005] Predicted: 2.067526542193045 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.5533454203812282, -0.5951740471625842] Predicted: 3.339727674463986 Movie Vector: [1.5291428508156546, -0.32771426466532116] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.211920675681032 Movie Vector: [1.676752679547203, -0.7319467777657716] User Vector: [1.7405515824986213, -0.19827852825599784] Predicted: 3.063603859701805 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 3.7069976723820153 Movie Vector: [2.1432911202956917, 0.167054519761359] User Vector: [1.9424840096320442, -0.378944833664219] Predicted: 4.100004281956907 Movie Vector: [1.6729352905918036, -0.5106444775381144] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 3.0793855062563185 Movie Vector: [2.0907288372032915, -0.08144401814931428] User Vector: [1.9443533582478092, -0.08146002604188919] Predicted: 4.0717500676411555 Movie Vector: [2.1564146344646025, -0.4192145542051656] User Vector: [1.7309683450633326, -0.14106705366864847] Predicted: 3.791822833106283 Movie Vector: [0.5953321108485756, -0.7192725200804094] User Vector: [1.9178513927588994, -0.7225525087602811] Predicted: 1.6614706818114657 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [2.0096739871841502, 1.0548308561559157] Predicted: 3.449767327962232 Movie Vector: [1.5463738656848502, -0.9631289412445484] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 2.583044570840765
avg loss: 1.1087823908073142: 33%|██████████████▉ | 4877/15000 [00:10<00:24, 421.44it/s]
Movie Vector: [1.6057236657794214, -0.82076135230081] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.5660603705840095 Movie Vector: [1.9572796839774989, -0.022711296838435154] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 4.612270268705218 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 4.630506797573962 Movie Vector: [1.9580262863332352, -0.07293087139793465] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.833390909802395 Movie Vector: [1.6088311669310607, -0.6119364908936091] User Vector: [2.3164141310119892, -0.8405387893417342] Predicted: 4.241075606701361 Movie Vector: [1.4105663930057017, -0.33142731185166274] User Vector: [2.0501787876816953, 0.01091285693582863] Predicted: 2.888296478718108 Movie Vector: [1.552549262771138, -0.7858325838034852] User Vector: [1.6829320237922731, -1.7189701669466813] Predicted: 3.963657640605452 Movie Vector: [1.1004190749878409, 0.41441855405363937] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 2.070421282739132 Movie Vector: [1.3480329401262388, -0.7163923163063259] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 2.8219555022012304 Movie Vector: [2.157262483726587, -0.7472963721210126] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 4.391552532082829 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [1.7898518952557776, -0.9782204774730529] Predicted: 4.220964155126353 Movie Vector: [2.2941544163691883, -0.20700426585462686] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 3.822901941144191 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.8103089491076712, -0.04609228773224976] Predicted: 3.8630773514829406 Movie Vector: [1.8705452883336653, -0.5378028333134514] User Vector: [1.7166784646825506, -0.2863604061639677] Predicted: 3.365130251479588 Movie Vector: [1.1657128107098276, 0.21482364504899773] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 2.273876422468075 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.8208509420922823, 0.3517267879143393] Predicted: 3.5507962571639315 Movie Vector: [1.776496824504795, -0.4643573405394356] User Vector: [2.1162804443104544, -0.4443153240400518] Predicted: 3.965886571311275 Movie Vector: [2.109055318168231, -0.3518704228197282] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 3.828616015616896 Movie Vector: [1.6901711298224895, -0.3252630482861306] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 3.0727342473742234 Movie Vector: [1.6617617439277315, -0.9443825874818637] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 3.512738201261161 Movie Vector: [1.854899290357833, -0.4406230808543959] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.6909442986226297 Movie Vector: [1.8561828399292453, 0.5248355810721054] User Vector: [1.6100561271336769, -0.5521085212821174] Predicted: 2.698792357926509 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.649783638767745, -0.22053762213892616] Predicted: 3.4220477271391867 Movie Vector: [2.0208995621833563, -0.9830072891581916] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 4.8184546306373495 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.7216105160182604, -0.48689048017993913] Predicted: 3.2520664484784536 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.030350967314312, 0.8423141638170845] Predicted: 4.233557051104526 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [1.839475427187275, -0.949698628921594] Predicted: 4.38996709353793 Movie Vector: [0.9040067040441632, -0.8021569356225636] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 1.5450568001406284 Movie Vector: [1.5463738656848502, -0.9631289412445484] User Vector: [1.8838841526144674, -0.094098034703919] Predicted: 3.003817760118441 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.9494663358904873, -0.40451784302428034] Predicted: 3.111520365152073 Movie Vector: [2.3274433411772786, 0.17840278801975556] User Vector: [1.5870828044096281, 0.11590823203312245] Predicted: 3.7145236567693 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.6771923841471685, -0.07464726014608239] Predicted: 2.5308669299889437 Movie Vector: [1.8318193196306891, -0.2856503109483393] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 4.001745653410775 Movie Vector: [2.1983441887763076, -0.031479896085005385] User Vector: [1.8017002198502243, -0.1010853686012565] Predicted: 3.963939365124018 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [1.8007047377524246, 0.10883108968373137] Predicted: 4.030705483536723 Movie Vector: [1.4045787636653568, -0.39081022794660675] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 2.788776419468414 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.6300750663275514, -0.2589162695386821] Predicted: 2.6162775503997837 Movie Vector: [2.330735246029531, -0.28751421370301566] User Vector: [1.76738540525505, 0.20311047297153498] Predicted: 4.060910309414873 Movie Vector: [1.781099919539073, -0.5546969791488863] User Vector: [1.949367881385624, 0.1113771022643552] Predicted: 3.410238434515594 Movie Vector: [1.9560849872000494, -0.31142980114633345] User Vector: [1.698305573418188, -0.1597970101882085] Predicted: 3.3717955869481813 Movie Vector: [1.7654807700084587, 0.3550885320787824] User Vector: [1.7951978655631955, -1.012785491939374] Predicted: 2.8097587963686124 Movie Vector: [1.4952981279634614, -0.024040778711658453] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 2.9439511238164204 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted:
avg loss: 1.116545294179189: 33%|███████████████▋ | 4990/15000 [00:11<00:21, 458.30it/s]
User Vector: [1.7349833199646691, -0.6386486579497909] Predicted: 3.104431843328928 Movie Vector: [1.2158975628415944, -0.34989716001499616] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 2.279162224660908 Movie Vector: [1.6673234836608612, -0.6844207684099827] User Vector: [1.0572108195337093, -0.7195181366355894] Predicted: 2.2551655825499473 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 4.322996497228786 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 3.985275380544612 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.2565601791591505 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.8440630177070887, -0.7118520035712683] Predicted: 3.0915714097690197 Movie Vector: [1.9158783032020172, 0.7087565557447718] User Vector: [1.6146723561563823, 0.42031408565746425] Predicted: 3.39141609762169 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.584742312897061, -0.03484556644391872] Predicted: 3.2805327831390505 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.860102505819098 Movie Vector: [1.517531954487341, 0.07152619592518261] User Vector: [2.186856934790622, -0.7363893023648818] Predicted: 3.265954152918849 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted: 4.2445720753513125 Movie Vector: [2.0744198203994526, -0.3959316300366623] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 4.462923273449953 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.903214877181317, -0.8015512562244188] Predicted: 4.142145229884463 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.9648545977082765, 0.29139666639162215] Predicted: 4.059520161629666 Movie Vector: [1.9494199202700218, -0.09182142795297464] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.758420889445096 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [1.9649048434551217, -0.3259015205357911] Predicted: 4.503804640760907 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [1.99687794118049, 0.15999071398092118] Predicted: 3.8519365661649476 Movie Vector: [2.3641197841547923, -0.3490780023391933] User Vector: [1.9201460617090926, -0.24735799540653336] Predicted: 4.625802527852515 Movie Vector: [1.8511192102632466, -0.7971227180877938] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 3.5426743088891346 Movie Vector: [1.7284834986879616, -0.12321625632427627] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 2.7607046662563164 Movie Vector: [2.019484697317054, -0.570140062159587] User Vector: [1.9860087034023675, -0.20199937428181758] Predicted: 4.125882121068798 Movie Vector:
avg loss: 1.1201080940357937: 34%|███████████████▍ | 5053/15000 [00:11<00:22, 435.09it/s]
[2.0097641094441614, -0.13750339580866638] User Vector: [2.3428849325446315, -0.7186895748343484] Predicted: 4.807468307057714 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [2.1285623392338735, -0.5402928717183278] Predicted: 5.170761274773672 Movie Vector: [1.9214617824448559, -0.3108245117619316] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 3.8130407131753747 Movie Vector: [1.5698653758333145, -0.407974366846977] User Vector: [1.7974044004266645, -0.09821321908503414] Predicted: 2.861751410472479 Movie Vector: [1.8086623814324931, -0.27755706031115573] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 3.7709165066653787 Movie Vector: [1.5524008678656336, -0.213702584045803] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 3.1791222689284115 Movie Vector: [1.908956868520841, 0.22797393811848124] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 3.964074962487803 Movie Vector: [2.07699886259049, -0.14563954157474912] User Vector: [1.8645097403124231, 0.31680874222136224] Predicted: 3.8264447299338005 Movie Vector: [1.4078733829855263, -1.3405188282661167] User Vector: [1.5183429664981487, -0.567149271749701] Predicted: 2.897908925993919 Movie Vector: [1.4809959562172064, 0.06723738374238981] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 2.6768541523483935 Movie Vector: [1.6432561454082277, 1.3581343432101902] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 2.0983855818511175 Movie Vector: [1.8705452883336653, -0.5378028333134514] User Vector: [1.5642059798046744, -1.4487455784487928] Predicted: 3.7050576023470736 Movie Vector: [1.9183976872629134, -0.4505266183345575] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.6078864986499735 Movie Vector: [1.6415315698014208, 1.1832030797717181] User Vector: [1.48751535925053, -1.8559978510611939] Predicted: 0.24578104934895162 Movie Vector: [1.9586229425038137, -0.6838195954081376] User Vector: [1.8291934855477083, -0.7140571746773283] Predicted: 4.070986615358389 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.9018771819620928 Movie Vector: [1.676075871200442, -1.1406625507324624] User Vector: [1.7195431859823356, -0.859533917664677] Predicted: 3.8625229944765835 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.724275204260446, -0.6547888431038409] Predicted: 3.7297656970870987 Movie Vector: [1.9273902608730318, -1.5138477980330334] User Vector: [1.6145460093823345, -0.30871951578421697] Predicted: 3.5792146133946914 Movie Vector: [1.736735859475841, -1.0543942245069216] User Vector: [1.7187944493607399, -0.2896843390470938] Predicted: 3.2905334492941902 Movie Vector: [1.8798592618270427, -0.27944013517580135] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 3.961320372833281 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 3.978535570647719 Movie Vector: [1.8657891769864048, -1.0926611313456578] User Vector: [1.7216105160182604, -0.48689048017993913] Predicted: 3.744168570687693 Movie Vector: [2.5203281895304204, 0.04974896140898442] User Vector: [1.7524399329742475, 0.3167267833710974] Predicted: 4.432480592056917 Movie Vector: [1.670661920136855, -0.32526696672308103] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 3.0402283924357554 Movie Vector: [2.312177421051679, 0.6631680956367025] User Vector: [1.7559738386041126, -0.2908949344534971] Predicted: 3.867210821865985 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.7104464307287146, 0.07664967497669777] Predicted: 2.437554918763201 Movie Vector: [2.0658958041539948, -1.249970234295847] User Vector: [1.5021694391956026, -0.215773302271693] Predicted: 3.3730357467578913 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [2.1339144956964415, -0.3849659876467663] Predicted: 5.1775308633881725 Movie Vector: [2.1088970835472685, 0.2415177820410063] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 4.321233859621337 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 4.480391284966116 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.919091115234466, -0.13380029628304013] Predicted: 4.337169429225868 Movie Vector: [1.729420938188149, 0.0727169116942904] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 2.933290722570487 Movie Vector: [1.3986355856841342, -0.0798351260365611] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 2.869453907457443 Movie Vector: [1.6088311669310607, -0.6119364908936091] User Vector: [2.0501787876816953, 0.01091285693582863] Predicted: 3.2917135560243143 Movie Vector: [1.809633718238195, -0.3797742499119461] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 4.083062898869649 Movie Vector: [2.1745648143971907, -0.447393500285967] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 4.78635071145573 Movie Vector: [2.244021723327238, -0.5717978903343506] User Vector: [1.8863685523728473, -0.23201330604891773] Predicted: 4.365716728654293 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.742142036715218, 0.1037905242159839] Predicted: 3.6068632731611894 Movie Vector: [1.6826853470473861, -0.8458509869566146] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.6094493950024096 Movie Vector: [2.1983441887763076, -0.031479896085005385] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 3.709914786659902 Movie Vector: [1.5577820530148871, 0.2067295241812099] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 3.3251364590126897 Movie Vector: [2.3317973683360487, 0.1708175406348968] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 4.394267989752647 Movie Vector: [1.9652543512286764, -0.9271363769804046] User Vector: [1.549456475627655, -1.7907819403974659] Predicted: 4.705375160948744 Movie Vector: [1.6729352905918036, -0.5106444775381144] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.66602008819482 Movie Vector: [1.7239824263814707, 0.9262986291215167] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 3.34200816234953 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 3.5573275598490133 Movie Vector: [2.0744198203994526, -0.3959316300366623] User Vector: [1.740849533276526, 0.202302016023892] Predicted: 3.5311550091979194 Movie Vector: [1.3312040958704128, -1.0775369137470416] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 2.2600053333941066 Movie Vector: [1.8268619382493276, 0.10093083265559771] User Vector: [1.900715533471468, -0.3039102401687711] Predicted: 3.441670949945494 Movie Vector: [1.8664898049268668, 0.42926715171094765] User Vector: [1.680780664650617, -0.3853032984569571] Predicted: 2.9717619254151284 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.7233719043247722, -0.22430048958741766] Predicted: 3.344896116667415 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [2.188009574351873, -0.31441444357253767] Predicted: 4.195978307718639 Movie Vector: [1.8717513149532816, -0.6192544360178459] User Vector: [1.9955870290765663, -0.17530091574245524] Predicted: 3.8437985154892815 Movie Vector: [1.218591164251326, -0.9634804720459329] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 2.065466930861334 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [2.0258634477192436, -0.1658546563438155] Predicted: 3.63178246698711 Movie Vector: [2.0288617521350067, -0.04825534380854467] User Vector: [1.4683342772856274, -0.25801470880373245] Predicted: 2.991497843014592 Movie Vector: [1.382377537738194, -0.08782584539107458] User Vector: [1.4454962426467086, -0.44754916146769974] Predicted: 2.0375279201797354 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [1.7767268716369797, -0.6645030222103375] Predicted: 4.095794491712079 Movie Vector: [1.282262628098937, -0.5070309811313742] User Vector: [1.989935137504654, -0.18930172695876063] Predicted: 2.6476012995129015 Movie Vector: [1.8705452883336653, -0.5378028333134514] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 3.4019437202532146
avg loss: 1.1159489729589123: 34%|███████████████▋ | 5115/15000 [00:11<00:22, 442.35it/s]
Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [2.0049696735333704, 0.008959365547655647] Predicted: 4.4438141658194406 Movie Vector: [2.246412010249143, -0.2969295041236252] User Vector: [1.7951978655631955, -1.012785491939374] Predicted: 4.3334799398799495 Movie Vector: [2.012896938303164, -0.3626896790577345] User Vector: [1.9950576059519307, -0.65640374720028] Predicted: 4.253916211163445 Movie Vector: [2.052984794065869, 0.7003818618670283] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.7331894998737483 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.232849262107308 Movie Vector: [1.9572796839774989, -0.022711296838435154] User Vector: [2.225431113113692, -0.17017139891849362] Predicted: 4.359655918943111 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 3.8550135875249625 Movie Vector: [2.123345044674597, 0.30158832627070825] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 4.536947722807651 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.166547297657452, -0.08318323779488009] Predicted: 4.205189936512299 Movie Vector: [1.23943508694282, -1.302885615574867] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 1.6229593764186045 Movie Vector: [2.25624493366041, -0.5455495541829878] User Vector: [1.511841134610826, -0.22806612734523693] Predicted: 3.535505274562517 Movie Vector: [2.110884178815529, -0.6365747164404252] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 4.180056144832619 Movie Vector: [2.0907288372032915, -0.08144401814931428] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.7688325584249616 Movie Vector: [1.5663650596996093, -1.1869797028932798] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 2.2500795273627237 Movie Vector: [1.9173546734060662, 0.19260443435224858] User Vector: [2.645977007231681, 0.37246206531382703] Predicted: 5.1450142259481 Movie Vector: [1.5708973381520364, -0.08202975852878056] User Vector: [1.7620275693448166, -0.16528784290264173] Predicted: 2.781522940275322 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.757935220720095, -0.1784654898148577] Predicted: 3.1771759044478247 Movie Vector: [2.225573496430056, -0.17722320881919837] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.825700868615393 Movie Vector: [1.391902138286233, -0.7449083236964321] User Vector: [1.786399644338866, -0.14689339808413263] Predicted: 2.595915599717958 Movie Vector: [1.9435465071250535, 0.1353975836271185] User Vector: [1.6981830709858037, -0.0756224543543784] Predicted: 3.2902586784858205 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [1.99687794118049, 0.15999071398092118] Predicted: 3.5763225041991498 Movie Vector: [1.7875146380010518, -0.28703810203374014] User Vector: [1.838081933648913, -0.18338095677186023] Predicted: 3.338235684023636 Movie Vector: [1.7370036662845112, 0.5911904258016908] User Vector: [1.8301601239401344, -0.3440073507849563] Predicted: 2.975620992982259 Movie Vector: [0.983590720747077, -1.4493018114893668] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 2.1899568608115643 Movie Vector: [2.174959287812693, -0.7938570271453183] User Vector: [1.4869234597420427, -0.5078679802988494] Predicted: 3.6371725540548803 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 3.892201973406097 Movie Vector: [1.25943414077633, -0.2911742576574358] User Vector: [1.3803420861203968, -0.3918939167046854] Predicted: 1.8525593694874007 Movie Vector: [1.9736365651953065, -0.37078067101731577] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 3.786607747855914 Movie Vector: [1.8289171354600278, -0.9630803829099986] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.5543381977108446 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.6100561271336769, -0.5521085212821174] Predicted: 3.4432222196569517 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.903214877181317, -0.8015512562244188] Predicted: 4.092144204971999
avg loss: 1.1139441045906626: 34%|███████████████▋ | 5115/15000 [00:11<00:22, 442.35it/s]
Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 3.2531596495733233 Movie Vector: [2.0229731515085008, -0.2616612171160882] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 3.801066255370978 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [1.9593160519925414, 0.30830557611000275] Predicted: 4.2641191723230065 Movie Vector: [1.6768298477045251, -0.6314519217413754] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 3.0171311654241175 Movie Vector: [2.0311546004492538, -0.4371707867987524] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.969170551147954 Movie Vector: [2.051491667163422, 0.27992714053347495] User Vector: [2.0231165189047298, -0.41311012533109925] Predicted: 4.034765944124362 Movie Vector: [2.0772547465031566, -0.07674387546325612] User Vector: [2.0320454381846123, -0.03876843689382165] Predicted: 4.224051271671957 Movie Vector: [1.6489710822561756, -0.7363939972464887] User Vector: [1.9178513927588994, -0.7225525087602811] Predicted: 3.694564816870618 Movie Vector: [1.3263388408277228, -1.0496742599141256] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 2.703075281785671 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 3.676326434910058 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.5613982447944652, -0.4902108406818976] Predicted: 3.4864662287314934 Movie Vector: [2.0162558582859864, -0.34453774862799347] User Vector: [1.8017002198502243, -0.1010853686012565] Predicted: 3.667516348465272 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.9915000044141538, -0.792832276116596] Predicted: 4.65578929842149 Movie Vector: [1.4497151598763554, -0.32515951426893736] User Vector: [1.9915000044141538, -0.792832276116596] Predicted: 3.144904705091836 Movie Vector: [1.9980924700075622, 0.03209105013722312] User Vector: [2.5511316133154236, -0.22603705035676047] Predicted: 5.090143100247923 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.9683281023663697, -0.29745275704851404] Predicted: 3.548185189916559 Movie Vector: [1.7969354635505312, -0.637693300071839] User Vector: [1.9467403723629035, -0.46990215887016185] Predicted: 3.797820271825263 Movie Vector: [1.0393399039191928, -0.9711436350974092] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 2.299604287200583 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 4.407303069012803 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [1.8802589445654707, -0.13675422382183405] Predicted: 4.232799740537585 Movie Vector: [1.1627669539553398, -0.778376788890257] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 2.299943217160245 Movie Vector: [1.4334204691816594, -0.10671902870910499] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.5970524067652345 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 4.283004935547547 Movie Vector: [0.9403402474149894, -1.6844316510685213] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 2.6372292883358917 Movie Vector: [1.781861140000281, 0.18843905722518073] User Vector: [1.74025445277755, -0.4495794753043734] Predicted: 3.0161734506426234 Movie Vector: [2.25624493366041, -0.5455495541829878] User Vector: [1.9337733852052146, -0.88318500155653] Predicted: 4.844887587076872 Movie Vector: [1.4541491839195075, -0.13710950036314015] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 2.666938553025194 Movie Vector: [1.8269719099429844, -0.2168911811939352] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 3.3073448537424803 Movie Vector: [2.335870256966165, -0.24082947254355386] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 4.569393073178659 Movie Vector: [0.5226831275373198, -1.031520386172919] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 0.8422456061089328 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [1.6771923841471685, -0.07464726014608239] Predicted: 3.17306114438667 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [1.4405236626855127, -0.008904514995591029] Predicted: 2.7842893610899284 Movie Vector: [2.4359455171436473, -0.740682114688891] User Vector: [2.017883359882387, -0.11170970195466051]
avg loss: 1.111039185943297: 35%|████████████████▏ | 5177/15000 [00:11<00:22, 432.47it/s]
Predicted: 4.998195302899305 Movie Vector: [1.6906327544122117, 0.38214227657276373] User Vector: [1.6289808177179383, -0.32808669946842184] Predicted: 2.6286325284950283 Movie Vector: [2.348904846599863, 0.28148564712331176] User Vector: [1.9834193538831801, 0.27070108403618337] Predicted: 4.735061802993078 Movie Vector: [1.838439776522516, -0.16256009489590714] User Vector: [1.900715533471468, -0.3039102401687711] Predicted: 3.5437547180698337 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 3.86863988769847 Movie Vector: [1.5489602919740804, 0.3090258559115347] User Vector: [2.166547297657452, -0.08318323779488009] Predicted: 3.330189963498086 Movie Vector: [1.6873661180974735, -0.9614380396172728] User Vector: [1.9618921875299458, -0.33279820557914974] Predicted: 3.6303952589583286 Movie Vector: [1.9702801063647088, 0.08503140773879364] User Vector: [1.4683342772856274, -0.25801470880373245] Predicted: 2.8710904621223774 Movie Vector: [1.349690501960628, -0.16929645377493346] User Vector: [1.8103089491076712, -0.04609228773224976] Predicted: 2.4511600550843933 Movie Vector: [1.282262628098937, -0.5070309811313742] User Vector: [1.6300750663275514, -0.2589162695386821] Predicted: 2.221462908722789 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.8863685523728473, -0.23201330604891773] Predicted: 4.525319664249598 Movie Vector: [0.7202147594492416, -0.2875260481647292] User Vector: [2.456224806377154, 0.8221976782234622] Predicted: 1.5326061088483742 Movie Vector: [-0.1707945199140909, 0.7290778417349413] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: -0.16435333519652176 Movie Vector: [1.2386301722045416, -0.4781242064636976] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 2.6841631367459717 Movie Vector: [2.1334231932091576, 0.07958812824016372] User Vector: [2.1726087395750353, -0.3239350682669664] Predicted: 4.609312489023577 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.8673332004960785, -0.329666554634913] Predicted: 2.8104633744111336 Movie Vector: [1.7687955645825575, -0.3660930227054987] User Vector: [1.76738540525505, 0.20311047297153498] Predicted: 3.0517861387297853 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.4852100580190237 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [2.056646309469339, -0.030060631881895644] Predicted: 3.5517729546584675 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.8188261668886554, 0.5554463025502933] Predicted: 3.0559593492832913 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [2.0638706664863307, 0.8776703627935154] Predicted: 3.7590883556756474 Movie Vector: [1.6183437569426853, -0.40767151354443365] User Vector: [2.115336593541965, 0.15864667925223366] Predicted: 3.3586660381414895 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.855849544179545, -0.026051976978707914] Predicted: 2.930501222286253 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [2.225431113113692, -0.17017139891849362] Predicted: 3.617993940411694 Movie Vector: [1.645668426733709, -0.9786395979701075] User Vector: [1.9607221142972724, 0.07692955061533832] Predicted: 3.151412172611368 Movie Vector: [1.766221556616001, 0.2503673538365667] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 3.4858336593987826 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [2.123687875020082, -1.4237209626609608] Predicted: 4.808316077920637 Movie Vector: [1.208690672019978, -1.3074778753935135] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 3.277529768333289 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [2.123687875020082, -1.4237209626609608] Predicted: 4.940544183245374 Movie Vector: [2.0286767166419324, 0.2196548477045961] User Vector: [1.9836631972261363, -0.5680963797229129] Predicted: 3.8994262181025867 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.7913404162949393, -0.9076986723235403] Predicted: 4.103933478147645 Movie Vector: [2.0790022133340162, -0.24453276698133902] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 4.054182035803041 Movie Vector: [1.635116510115541, -0.11205111198105851] User Vector: [1.5270929427068993, -0.48112616060566005] Predicted: 2.5508856044000185 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 3.2326737902591285 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.1597057806607842 Movie Vector: [1.910987114606994, 0.5303266954964048] User Vector: [1.8438543836096737, -0.08001093506199308] Predicted: 3.481150033494704 Movie Vector: [2.167869397294219, -0.2654286606059218] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 4.30428753867661 Movie Vector: [2.4708619949185624, -0.2000492626893844] User Vector: [2.4884124376692336, 0.31874633332939584] Predicted: 6.0847587509520755 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [2.230027591354493, 0.09885076711095925] Predicted: 4.280784479468198 Movie Vector: [1.5408697944077079, -0.3529558736827641] User Vector: [1.8820517158605417, -0.5915564048424551] Predicted: 3.1087899481865104 Movie Vector: [1.493986160336092, 0.3049914392804286] User Vector: [1.9525195946813667, -0.6252468888487351] Predicted: 2.726342303703412 Movie Vector: [1.9214617824448559, -0.3108245117619316] User Vector: [1.9051199726008576, -0.41976010990775] Predicted: 3.79108694954415 Movie Vector: [1.5433656564991398, -0.7441199472264935] User Vector: [1.9574828748234847, 0.02001317976517665] Predicted: 3.0062196359170734 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.5511316133154236, -0.22603705035676047] Predicted: 4.979006530784125 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.153275921537311, -0.05678079423683361] Predicted: 4.176387893469504 Movie Vector: [1.3608822989908165, -1.3456578369403471] User Vector: [2.252427691332857, -0.6293493846258157] Predicted: 3.9121779064869493 Movie Vector: [1.9311413222839524, -0.3597186914280689] User Vector: [1.4880812006812723, 0.16864504968038455] Predicted: 2.813030320962674 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [1.5482745914979554, 0.25069951817388364] Predicted: 3.2870303106801546 Movie Vector: [2.0288617521350067, -0.04825534380854467] User Vector: [1.9533927833209928, 0.01071656607279509] Predicted: 3.962646773396217 Movie Vector: [2.015331567392068, 0.19938103374097735] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.8301430771848484 Movie Vector: [1.7903419315895954, -1.1246734046851712] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 2.989454683306404 Movie Vector: [1.9817828051714923, -0.022503616024921933] User Vector: [2.059270291587967, -0.28758539579804243] Predicted: 4.087498166390932 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.9259816621903754, -0.6461479134866261] Predicted: 3.5804249897706573 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.7898518952557776, -0.9782204774730529] Predicted: 3.3282008581012925 Movie Vector: [2.457440128919674, -0.37636473396498926] User Vector: [1.68847779149311, -0.3633753972467391] Predicted: 4.286094766319025 Movie Vector: [1.8138455172722385, -0.8533456468552292] User Vector: [2.151276570696736, -0.7752731621869434] Predicted: 4.563659342246984 Movie Vector: [1.8393143099652312, -0.5436087898195855] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 3.830466732021443
avg loss: 1.1113987087088693: 35%|████████████████ | 5239/15000 [00:11<00:22, 436.98it/s]
Movie Vector: [1.9422724248205496, -0.17161941987791815] User Vector: [1.5270929427068993, -0.48112616060566005] Predicted: 3.0486011053289115 Movie Vector: [1.8466986433146926, 0.21646547309578495] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.6492277600202634 Movie Vector: [2.0200125463013996, -0.19311233512775805] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.569356006733375 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 3.3694746201192283 Movie Vector: [1.850734700976247, 0.05438528148541917] User Vector: [1.9222520857126826, -0.3956093740084449] Predicted: 3.536063311888709 Movie Vector: [1.8698698638757805, -0.1366688598680257] User Vector: [1.923328910016695, 0.10793581452654286] Predicted: 3.5816233024510016 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.2294648992068318, -0.08368258137894279] Predicted: 4.3266313821561395 Movie Vector: [1.898596803243255, -0.07776095773255984] User Vector: [2.2440675280005933, -0.5281846309822381] Predicted: 4.301651577688717 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [2.249075763456552, -0.3172749729115143] Predicted: 4.360218494342708 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.6771923841471685, -0.07464726014608239] Predicted: 3.522140955388865 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.995771450234124, -0.25000508584406855] Predicted: 3.5361136451014534 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [1.7187207136676823, 0.19824939118164697] Predicted: 2.507713174751294 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 2.5883504620228086 Movie Vector: [1.1588260246230995, -1.3630375308137959] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 2.8587115726539944 Movie Vector: [1.532461159875504, -0.4972726019189081] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 3.5323877284958556 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [1.9718155329028415, 0.1830234196309844] Predicted: 4.6139154579883765 Movie Vector: [1.091556349141549, -1.6572590192434251] User Vector: [1.9038342653651537, -0.6976994376762166] Predicted: 3.234411065882546 Movie Vector: [1.9020487806928803, -0.18605665198494706] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.7732351596761715 Movie Vector: [2.0758925791693326, -0.5468393418834361] User Vector: [1.565396823650201, -0.20004750703802895] Predicted: 3.3589894967647944 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.7309683450633326, -0.14106705366864847] Predicted: 2.723892229481221 Movie Vector: [1.9702801063647088, 0.08503140773879364] User Vector: [1.8854310898912665, 0.10119799327103697] Predicted: 3.723432376162471 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.9574828748234847, 0.02001317976517665] Predicted: 4.084186017642495 Movie Vector: [2.0967519901648655, -0.5551439952127507] User Vector: [1.6771923841471685, -0.07464726014608239] Predicted: 3.558096447579113 Movie Vector: [1.7090803715133815, 0.2560487179911471] User Vector: [1.7164600708888416, -0.8291614698373961] Predicted: 2.7212624842830664 Movie Vector: [1.6827171455712782, 0.10590850310509016] User Vector: [2.252427691332857, -0.6293493846258157] Predicted: 3.7235452441095 Movie Vector: [1.4966535466304647, -0.38022378333372103] User Vector: [1.9665548449135473, -0.13034425425709434] Predicted: 2.992811268772629 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 3.3266333205634213 Movie Vector: [1.4952981279634614, -0.024040778711658453] User Vector: [2.3107522755454224, -0.17207979381325267] Predicted: 3.459400484054191 Movie Vector: [1.7204755325643482, -0.23468899067451113] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 3.5832834775835627
avg loss: 1.1127269279653471: 35%|████████████████ | 5239/15000 [00:11<00:22, 436.98it/s]
Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 3.3132726680612934 Movie Vector: [1.7833171894293287, -0.5220736761107608] User Vector: [2.0853752372472396, -0.049667606626110306] Predicted: 3.7448156569681834 Movie Vector: [1.9756912337486168, -0.3048847120968895] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.6485215792986714 Movie Vector: [1.884906146533222, 1.2958836674791108] User Vector: [1.820924073515264, -0.031169803621183347] Predicted: 3.3918785391080113 Movie Vector: [2.1339778778950587, -0.18123252261430023] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 4.231410275899923 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [1.767242451356758, -0.17654791248017448] Predicted: 3.6984469420810213 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [1.84089396819007, 1.1058702231072155] Predicted: 3.4559085748077276 Movie Vector: [1.91927050318379, -0.18227177468764233] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.718207917808186 Movie Vector: [1.6858184282601523, -1.0314952822137973] User Vector: [1.8342591178852932, 0.8210178013082072] Predicted: 2.245351834472278 Movie Vector: [1.8664898049268668, 0.42926715171094765] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 3.411932131385567 Movie Vector: [1.3652916771387325, -0.989608595951788] User Vector: [1.8144251474789355, -0.21364991927602478] Predicted: 2.688649349284167 Movie Vector: [1.9730029062363508, -0.04935222531306859] User Vector: [1.861123016945338, -0.18885952685903248] Predicted: 3.6813217592185836 Movie Vector: [1.8589832156404233, -0.9940592189786491] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.8933854429003416 Movie Vector: [1.5033586908223908, -0.7196483560434151] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 3.7816236271121597 Movie Vector: [1.5663650596996093, -1.1869797028932798] User Vector: [1.6524044086575174, -0.265977388245679] Predicted: 2.9039782914909162 Movie Vector: [1.7020159343510448, -0.5767595111607993] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.50546897959042 Movie Vector: [1.6819101958177596, 0.23857022733519506] User Vector: [2.1876667058385046, -0.25596316789986273] Predicted: 3.6183937464455256 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.5028684858898576 Movie Vector: [1.4121296672279626, -0.44821520808213206] User Vector: [1.3779690374088331, -0.17517428100719462] Predicted: 2.024386735058849 Movie Vector: [2.2058986614182228, -0.5537882862471998] User Vector: [1.7089796305142635, -0.3476187686601128] Predicted: 3.9623430815060687 Movie Vector: [1.8173085910302127, -0.8735503732970417] User Vector: [1.5642059798046744, -1.4487455784487928] Predicted: 4.108197206106247 Movie Vector: [1.781099919539073, -0.5546969791488863] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 3.374991285893734 Movie Vector: [1.9675795942883392, -0.1386825942678141] User Vector: [2.1969979937771766, -0.29842952484937546] Predicted: 4.364155401960615 Movie Vector: [1.785144187762598, -0.6048789501433574] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 2.888243318223053 Movie Vector: [0.6618786433599951, -0.6209383275206585] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 1.3649406343022168 Movie Vector: [2.1745648143971907, -0.447393500285967] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 4.56820497936842 Movie Vector: [1.9785439083896859, -0.5577968948931153] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.95877860328373 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.7659874042540942, -0.33878399598434084] Predicted: 3.1396129040002094 Movie Vector: [1.814769679507277, 0.07034640974130099] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.5392251610781025 Movie Vector: [0.611173533205348, 2.1139612936278005] User Vector: [1.788615894013743, -0.5038883945190014] Predicted: 0.027954133170198014 Movie Vector: [1.781099919539073, -0.5546969791488863] User Vector: [1.9156006801454788, -1.258529024742923] Predicted: 4.109978465472199 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [1.8958257494827413, -0.0010978307127913183] Predicted: 3.257245170309369 Movie Vector: [1.5649478012584834, 0.588662649262483] User Vector: [1.3694908435945234, -0.20189143136606347] Predicted: 2.0243357396755335 Movie Vector: [1.9501350434911768, 0.4150302252415625] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 4.1954413529736385 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.6398257512203878, -0.21290095314406585] Predicted: 3.9372669054982983 Movie Vector: [1.9036125591316755, -0.07238573334539687] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 4.048589945599704 Movie Vector: [1.736735859475841, -1.0543942245069216] User Vector: [1.650549826745458, -0.22680160072556727] Predicted: 3.105707369874436 Movie Vector: [1.2718272735327094, -0.9167529864592356] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.0100476828868508 Movie Vector: [1.4065229414825335, 0.34496532875341585] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 2.4200522871111083
avg loss: 1.1091180400265968: 35%|████████████████▎ | 5301/15000 [00:11<00:22, 439.69it/s]
Movie Vector: [1.4420759405841113, -0.7911234476043159] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 2.858532773503301 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [1.5504574641758255, -0.3259437034928651] Predicted: 3.7611659544274207 Movie Vector: [2.09696949094987, -0.5503043390957515] User Vector: [2.1584088730170414, -0.5609944684766827] Predicted: 4.834835245923662 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.9498757742862778, -0.5624228312622133] Predicted: 3.626637013086424 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.855849544179545, -0.026051976978707914] Predicted: 3.1277214789447205 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.8735591751645235 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [1.878731154114142, 0.11576874632503525] Predicted: 3.6274840672750637 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 4.0557233209474495 Movie Vector: [1.8037121580929885, -0.35061644188171825] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 3.9577820650246083 Movie Vector: [1.5408697944077079, -0.3529558736827641] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 3.2652182026427186 Movie Vector: [1.776496824504795, -0.4643573405394356] User Vector: [2.2884410614338506, -0.3900801280670147] Predicted: 4.2465448495701 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.989935137504654, -0.18930172695876063] Predicted: 3.5654911890335734 Movie Vector: [2.0435250255293886, -0.560822536991663] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.8226605154426414 Movie Vector: [1.6617617439277315, -0.9443825874818637] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 2.801260934315909 Movie Vector: [1.5095840170203605, -0.6595307950227778] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 3.532267130823906 Movie Vector: [2.01074309510737, 0.001834918806620948] User Vector: [2.025100152782566, -0.2345606032510366] Predicted: 4.071525749446227 Movie Vector: [1.4105663930057017, -0.33142731185166274] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 2.4289083033323986 Movie Vector: [1.8307969919348315, -1.0024217294865967] User Vector: [1.767242451356758, -0.17654791248017448] Predicted: 3.412437627729115 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.361334560913366 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 4.467330204689352 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.861123016945338, -0.18885952685903248] Predicted: 3.5637776286768443 Movie Vector: [1.8783956812619274, -0.6633637505505606] User Vector: [1.8078118631020252, -0.3472605448222894] Predicted: 3.626146053616468 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.8301601239401344, -0.3440073507849563] Predicted: 3.343115859048884 Movie Vector: [2.089799983683865, 0.8515986352092538] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.9404974107553126 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.9424840096320442, -0.378944833664219] Predicted: 3.1021276520347154 Movie Vector: [1.912282520674697, 0.5532494929365623] User Vector: [1.698305573418188, -0.1597970101882085] Predicted: 3.1592324479526144 Movie Vector: [2.2941544163691883, -0.20700426585462686] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 5.480898209029434 Movie Vector: [1.370235693321964, -0.6870527057872677] User Vector: [1.6659526042617157, -0.686583733286801] Predicted: 2.754466933446304 Movie Vector: [1.6723034031615664, -0.7587383527238014] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 3.3847628016491806 Movie Vector: [1.229783369405848, -0.62051128345109] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 2.2759102991080353 Movie Vector: [1.4950324119217762, -0.4161321939760335] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.0177741074719044 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [2.2086186803389736, -0.5438921925928388] Predicted: 4.241758832347861 Movie Vector: [1.8570416057893857, 0.1561644352450479] User Vector: [1.5657352863782537, 0.03233299816854249] Predicted: 2.9126848348557455 Movie Vector: [1.7041635457932187, -0.5363550607035742] User Vector: [1.7405515824986213, -0.19827852825599784] Predicted: 3.0725322485258095 Movie Vector: [1.9652896370354567, -0.2296959755823713] User Vector: [1.511841134610826, -0.22806612734523693] Predicted: 3.023591586312441 Movie Vector: [2.0632908338153224, -0.20704653269540357] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 4.011769987668244 Movie Vector: [1.5577820530148871, 0.2067295241812099] User Vector: [2.150093651036587, -0.8476469412520341] Predicted: 3.1741436530473575 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [1.7166784646825506, -0.2863604061639677] Predicted: 2.9354764132792366 Movie Vector: [1.8971266161319436, 0.01533714720105529] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.7195269138532 Movie Vector: [2.249012442934698, -0.3725196884952746] User Vector: [1.6300750663275514, -0.2589162695386821] Predicted: 3.7625105151631746 Movie Vector: [1.816779845994227, 0.12744966085271398] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.1703157653011043 Movie Vector: [1.4447496104428756, 0.7183879809565865] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.0288347476000452 Movie Vector: [2.01074309510737, 0.001834918806620948] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.977917556669207 Movie Vector: [2.0121940426941842, -0.04355826375244032] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.8694598710378756 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.8182703293577827, 0.9331181774138996] Predicted: 2.3847875486077905 Movie Vector: [1.7196107055518925, -1.1229363045598626] User Vector: [1.5411341659100255, 0.008714880716749644] Predicted: 2.6403645544439196 Movie Vector: [1.8252822470838397, -0.3111938497965694] User Vector: [1.9498757742862778, -0.5624228312622133] Predicted: 3.734096160897573 Movie Vector: [0.6064024054345376, -1.258076852027782] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 0.5154751945949868 Movie Vector: [1.7785933070284707, -0.040081053437120706] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.503100067709221 Movie Vector: [1.776496824504795, -0.4643573405394356] User Vector: [1.8484709269757258, -0.3096973614300068] Predicted: 3.42761297508753 Movie Vector:
avg loss: 1.106598025537184: 36%|████████████████▊ | 5362/15000 [00:11<00:20, 479.68it/s]
[2.109055318168231, -0.3518704228197282] User Vector: [1.5571853292301436, 0.26498832436919584] Predicted: 3.190948446248302 Movie Vector: [1.3258140175623254, -0.22453426570596807] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 2.8481479317442697 Movie Vector: [1.3476327107985404, -0.8827562310092816] User Vector: [1.1976758297532073, -0.08112767094073536] Predicted: 1.6856430821384107 Movie Vector: [1.461888418849475, -0.8616423310245565] User Vector: [1.7947914365947557, -0.5685252680209248] Predicted: 3.1136502525919956 Movie Vector: [1.981125289646855, 0.019657832186911858] User Vector: [1.8072488964016287, -0.45675580032001106] Predicted: 3.5714076644745463 Movie Vector: [2.330735246029531, -0.28751421370301566] User Vector: [1.7559738386041126, -0.2908949344534971] Predicted: 4.176346545089964 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.6261270005228643 Movie Vector: [2.0790022133340162, -0.24453276698133902] User Vector: [2.1285334581784876, -0.3193154263059612] Predicted: 4.503308855443006 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 3.5748119814893538 Movie Vector: [1.9158783032020172, 0.7087565557447718] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 2.886271989480859 Movie Vector: [2.3052536245707116, -0.48840757521018296] User Vector: [1.7031242141742344, -0.035440219886750904] Predicted: 3.9434425396791024 Movie Vector: [1.3476327107985404, -0.8827562310092816] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 2.2574263651937785 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.7947914365947557, -0.5685252680209248] Predicted: 3.8584383497657426 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.6792093722153458, -0.04623065255348902] Predicted: 3.8673042755402633 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.923328910016695, 0.10793581452654286] Predicted: 3.655036821096335 Movie Vector: [2.0012339970472968, -0.5677414816234205] User Vector: [1.483121574087354, -0.9538180251248242] Predicted: 3.509595374601407 Movie Vector: [1.7961784996101078, 0.02311790992408692] User Vector: [1.4764374501698296, -0.19223681069115128] Predicted: 2.6475010907405663 Movie Vector: [1.6983562974848412, 0.45671229011162995] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 2.8984082580243347 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.8329461500119333 Movie Vector: [1.0980581892568184, -0.5507743247805033] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 2.4320492833360423 Movie Vector: [1.8825144638518596, -0.3421971732974068] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 3.688981971321168 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [2.1584088730170414, -0.5609944684766827] Predicted: 4.843614862435024 Movie Vector: [1.9751016023630206, -0.18401787707053655] User Vector: [1.7360757422094757, -0.31776033490200745] Predicted: 3.4873995625073957 Movie Vector: [1.9116144359502245, -0.17667308787055808] User Vector: [1.5552315077411316, -0.3912445954190884] Predicted: 3.042125392227938 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.524451908710559, -0.2221776294730024] Predicted: 3.5070745329482413 Movie Vector: [1.9199392753622158, -0.09477227772523845] User Vector: [2.067515044419001, 0.6376012262971942] Predicted: 3.909076415685706 Movie Vector: [1.9718980556225887, -0.2698210352280608] User Vector: [1.526645330644532, -0.4120384954208728] Predicted: 3.121565612511529 Movie Vector: [1.3263388408277228, -1.0496742599141256] User Vector: [1.881129078634934, -0.5061473292897187] Predicted: 3.0263043848836775 Movie Vector: [1.8798592618270427, -0.27944013517580135] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.448240066206841 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.1615121283591252, -0.9961576295064769] Predicted: 2.2957801993008253 Movie Vector: [2.0121940426941842, -0.04355826375244032] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.683798063965965
avg loss: 1.1109528775121227: 36%|████████████████▌ | 5412/15000 [00:12<00:21, 455.23it/s]
Movie Vector: [1.884906146533222, 1.2958836674791108] User Vector: [1.6730174752058362, -0.6926650412346537] Predicted: 2.255867608303241 Movie Vector: [1.9826927166211807, -0.04092548029397369] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.394113108113839 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [2.2294648992068318, -0.08368258137894279] Predicted: 4.7701729225124545 Movie Vector: [1.922414729175343, -0.24050989153526892] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 4.142895342111624 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [1.6981830709858037, -0.0756224543543784] Predicted: 3.8459585948227315 Movie Vector: [1.8654408233670177, -0.8412208792907578] User Vector: [1.927046200247201, 0.27461212970168536] Predicted: 3.363781193243862 Movie Vector: [1.9702801063647088, 0.08503140773879364] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 2.931281552503244 Movie Vector: [1.991102567474657, -0.603225853448776] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.795080689875035 Movie Vector: [2.0799798960652076, -0.0026227161641230725] User Vector: [2.20244464927847, -0.07382252398363548] Predicted: 4.581234208222533 Movie Vector: [1.9297723949449737, -0.49745590871514683] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.358620566864277 Movie Vector: [2.167117354469308, -0.33576447812611543] User Vector: [1.7898518952557776, -0.9782204774730529] Predicted: 4.207270792249596 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.7313350259819076, 0.376260810862635] Predicted: 3.265915609861472 Movie Vector: [1.4013228018510506, 0.4256741169543887] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 2.7078461362893727 Movie Vector: [0.32296180725097656, 0.11752128601074219] User Vector: [1.524451908710559, -0.2221776294730024] Predicted: 0.46622914276587746 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.6169741512215605 Movie Vector: [2.0632908338153224, -0.20704653269540357] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.9925637763847543 Movie Vector: [1.6944648513077911, -0.4249338843689366] User Vector: [0.8805284782397274, -1.5935443297020944] Predicted: 2.16917553888716 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [1.7219754878239437, 0.18723789124768153] Predicted: 4.027138093631993 Movie Vector: [-1.341511584210204, -1.0969894839706513] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: -2.9147134513682573 Movie Vector: [2.032023567278634, 0.21879011379599247] User Vector: [1.9196582207679043, -0.15161328177874756] Predicted: 3.867619258547196 Movie Vector: [0.8469712511451166, -0.1683459560646651] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 1.8045432090167715 Movie Vector: [1.6068190706184298, -0.12292966786007145] User Vector: [1.5763425090978966, 0.04738781520523999] Predicted: 2.5270718370612113 Movie Vector: [2.3923861108614117, 0.30353778428021805] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 4.500126272086556 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.722980172695871, -0.7678956867105134] Predicted: 4.127723892161549 Movie Vector: [1.6897091923488157, -0.33473801272034925] User Vector: [1.522270064152828, -0.534180700059834] Predicted: 2.7510043066080487 Movie Vector: [1.8398265512994105, -0.4096086504016799] User Vector: [2.1816470104284478, -0.08178501050150383] Predicted: 4.047351943123848 Movie Vector: [2.035191532040944, -0.77248591868988] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 4.055723455895611 Movie Vector: [1.1456883515893637, 0.11176437410327988] User Vector: [2.0320454381846123, -0.03876843689382165] Predicted: 2.323757858344014 Movie Vector: [1.523100450639646, -0.7106115438392978] User Vector: [1.7199304349028164, -0.7491728956601896] Predicted: 3.1519977284569665 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.691404244699072 Movie Vector: [1.7899730137514023, -0.7743091916165274] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.3565108064402245 Movie Vector: [2.1309427829289316, 0.07161056386900098] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 4.048897724671448 Movie Vector: [2.07699886259049, -0.14563954157474912] User Vector: [2.0956285065210074, -1.0804607613803632] Predicted: 4.50997583443328 Movie Vector: [1.7041635457932187, -0.5363550607035742] User Vector: [2.151276570696736, -0.7752731621869434] Predicted: 4.081948792667055 Movie Vector: [2.2941544163691883, -0.20700426585462686] User Vector: [2.1816470104284478, -0.08178501050150383] Predicted: 5.0219649699898365 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [1.6641013439396708, 0.17591160576499187] Predicted: 3.3823677432928947 Movie Vector: [1.4891229157453907, -0.20215265419287157] User Vector: [1.8294995271043444, 0.027001868443573596] Predicted: 2.7188911707824 Movie Vector: [1.5642736516699636, -0.8108791787804512] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.0457840590908036 Movie Vector: [1.8501675688606067, 0.17141493793154813] User Vector: [1.9222520857126826, -0.3956093740084449] Predicted: 3.4886751118694685 Movie Vector: [1.2519213761757804, -0.5913349740144548] User Vector: [1.9443533582478092, -0.08146002604188919] Predicted: 2.4823476944122946 Movie Vector: [2.3923861108614117, 0.30353778428021805] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 4.504576048992539 Movie Vector: [2.152896030669647, 0.188444725335576] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.802286150285982 Movie Vector: [2.019484697317054, -0.570140062159587] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 3.23348056822271
avg loss: 1.1089715203516555: 36%|████████████████▋ | 5459/15000 [00:12<00:22, 431.96it/s]
Movie Vector: [2.121522630833554, 1.5430889871614206] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 3.503237727511359 Movie Vector: [2.1984344307394648, -0.13241677520263206] User Vector: [1.7254039452916026, -0.4439376920174683] Predicted: 3.851972237830623 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.5021694391956026, -0.215773302271693] Predicted: 2.4038048754591634 Movie Vector: [2.0392227308645654, 0.13983150736326486] User Vector: [1.6145460093823345, -0.30871951578421697] Predicted: 3.2492502071145664 Movie Vector: [1.8370585453229062, -0.08516953939999217] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.6377126003740075 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.487224172346569, -0.4592742303812285] Predicted: 3.3165758005862465 Movie Vector: [1.7800581658840182, 1.073303707016504] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 2.913573550716749 Movie Vector: [2.3324938215785, 0.15906363332713416] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 4.221095920947275 Movie Vector: [1.814769679507277, 0.07034640974130099] User Vector: [1.5444549381378783, -0.17851713927793306] Predicted: 2.7902719532724185 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.077005185824804, -0.22845435890609087] Predicted: 4.724242800309589 Movie Vector: [2.139258787577314, -0.1714955531936162] User Vector: [1.7031242141742344, -0.035440219886750904] Predicted: 3.6495012816227197 Movie Vector: [1.5698653758333145, -0.407974366846977] User Vector: [1.0229146463547596, -1.849744104210915] Predicted: 2.3604864654894935 Movie Vector: [1.4924316640484803, -0.6513409838504669] User Vector: [1.8103089491076712, -0.04609228773224976] Predicted: 2.7317841933980596 Movie Vector: [1.5489602919740804, 0.3090258559115347] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 2.425377512938833 Movie Vector: [1.8705452883336653, -0.5378028333134514] User Vector: [2.017883359882387, -0.11170970195466051] Predicted: 3.834620005454722 Movie Vector: [1.9199392753622158, -0.09477227772523845] User Vector: [1.6619378330330388, -0.5185332241334113] Predicted: 3.2399622935778383 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 4.156130210059229 Movie Vector: [1.5708422001087885, -0.7444034666371284] User Vector: [1.811466378695745, -0.08588365333616443] Predicted: 2.909459921004426 Movie Vector: [1.4952981279634614, -0.024040778711658453] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 2.3445004049655305 Movie Vector: [1.7263330698443433, -0.07100728271789547] User Vector: [1.5444549381378783, -0.17851713927793306] Predicted: 2.6789196515705167 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 2.9675668279728606 Movie Vector: [1.8621897516504502, 0.6083808142745073] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 3.5032934378826828 Movie Vector: [1.4752301498997413, 0.2019228105286385] User Vector: [2.188009574351873, -0.31441444357253767] Predicted: 3.164330244236218 Movie Vector: [2.1562017985676447, 0.07224579110489042] User Vector: [1.8402387467225854, -0.1951392450585918] Predicted: 3.953828106342238 Movie Vector: [2.1235645027314844, -0.4236615229463479] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 3.6207540320295895 Movie Vector: [2.3324938215785, 0.15906363332713416] User Vector: [1.9066580271657942, -0.10472644759570338] Predicted: 4.43060989896725 Movie Vector: [2.0007711880948142, -0.35300551994944374] User Vector: [1.148875932116028, -1.559279686818115] Predicted: 2.849072200265157 Movie Vector: [1.9730581137911671, 1.234602295962476] User Vector: [2.0306258001684854, -0.3414854116712444] Predicted: 3.5849440378091018 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 4.1224903000856035 Movie Vector: [1.3868652356207503, -0.8004579463292563] User Vector: [1.7276510824678488, 0.0003614698587510387] Predicted: 2.3957298841364216 Movie Vector: [2.007106549398946, 0.0316232632055424] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 3.5276829056880907 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [1.9849945301185306, 1.266823673705794] Predicted: 3.0477589025538365 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.9618921875299458, -0.33279820557914974] Predicted: 4.804538427697435 Movie Vector: [1.8133717794742499, -0.5617925592631833] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.6439239542895163 Movie Vector: [2.0116952735664855, -0.41509002587643606] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 4.226398860737289 Movie Vector: [1.5194540411310815, -0.6251510973631453] User Vector: [1.6899993464393424, -0.7874531833286351] Predicted: 3.0601535581361436 Movie Vector: [1.603388954180035, 0.19950208065194894] User Vector: [1.8440630177070887, -0.7118520035712683] Predicted: 2.8147343175747217 Movie Vector: [1.9893263453876409, 0.5178934014149669] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 3.734796443416939 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.341162974589166, -0.09676958081333564] Predicted: 2.1114955511801803 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.381322770822425 Movie Vector: [1.3992109274064828, -0.38933869411356303] User Vector: [1.9467403723629035, -0.46990215887016185] Predicted: 2.906851494729193 Movie Vector: [1.8812265162720057, 0.0945536211254059] User Vector: [1.82343334523478, -0.8892594284919036] Predicted: 3.346208460626416 Movie Vector: [1.552549262771138, -0.7858325838034852] User Vector: [2.109569318126708, -0.5704309558557683] Predicted:
avg loss: 1.114838098525108: 37%|█████████████████▏ | 5503/15000 [00:12<00:22, 423.81it/s]
3.723473521543863 Movie Vector: [1.4809959562172064, 0.06723738374238981] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 3.005906338260039 Movie Vector: [1.911503901237137, 0.11268268764829475] User Vector: [1.8590896399570012, -0.42621114227042867] Predicted: 3.505630482510671 Movie Vector: [2.076570007946877, 0.2078104492921856] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.566016500526576 Movie Vector: [1.781099919539073, -0.5546969791488863] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 3.996743819494449 Movie Vector: [1.0980581892568184, -0.5507743247805033] User Vector: [1.8662142481012258, -0.07664346323443683] Predicted: 2.0914250897470934 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.7187944493607399, -0.2896843390470938] Predicted: 3.1215860428564053 Movie Vector: [2.246412010249143, -0.2969295041236252] User Vector: [2.0258634477192436, -0.1658546563438155] Predicted: 4.60017112094601 Movie Vector: [1.671797223217955, -1.1256649637846599] User Vector: [2.0259400524936186, -0.4485064435429549] Predicted: 3.891828943692836 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.14320798336749, -0.7313013877966401] Predicted: 4.307657222655874 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.2286535442454687, -0.4448669862444491] Predicted: 4.3609146263936935 Movie Vector: [-0.7854279290978471, -1.907992710702999] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: -0.856205761403514 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [1.7251063815226626, -0.40558902205740216] Predicted: 4.184168930407792 Movie Vector: [1.0845318499409686, -0.25078123577191647] User Vector: [2.0501787876816953, 0.01091285693582863] Predicted: 2.220747453565992 Movie Vector: [1.2168470074289197, -1.6071963284833934] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 2.934189360283591 Movie Vector: [1.7196107055518925, -1.1229363045598626] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 3.3458921038754252 Movie Vector: [2.035205859852096, 0.0033674039373179023] User Vector: [1.8484709269757258, -0.3096973614300068] Predicted: 3.760975986232977 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 3.8971977457058045 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.9102838980052765, -0.17204762534537626] Predicted: 3.4867412955605745 Movie Vector: [2.2327455431578236, -0.08773890155464] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.9898694615236403 Movie Vector: [1.9494199202700218, -0.09182142795297464] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 3.6751194412431505 Movie Vector: [1.948003627987021, 0.3222472963862375] User Vector: [1.5043682311182343, -0.5384735116414142] Predicted: 2.7569931387446887 Movie Vector: [2.396459188497876, -0.37635785553134504] User Vector: [1.9346674081448945, -0.25549660394287477] Predicted: 4.732509640891685 Movie Vector: [0.8415838583086553, -1.6984724133354099] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 1.1382579592297717 Movie Vector: [2.335870256966165, -0.24082947254355386] User Vector: [1.9683281023663697, -0.29745275704851404] Predicted: 4.669394460854876 Movie Vector: [2.000742130328862, -0.4472147376193885] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.471698867046688 Movie Vector: [1.2453074326756268, -0.4450340377247955] User Vector: [2.0096739871841502, 1.0548308561559157] Predicted: 2.0332263184635146 Movie Vector: [2.0383726458111227, -0.035537987935800354] User Vector: [2.3107522755454224, -0.17207979381325267] Predicted: 4.716289599354125 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.7216105160182604, -0.48689048017993913] Predicted: 3.1980355961365636 Movie Vector: [2.035205859852096, 0.0033674039373179023] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 3.8634168878989663 Movie Vector: [2.0758925791693326, -0.5468393418834361] User Vector: [2.186856934790622, -0.7363893023648818] Predicted: 4.942366724112059 Movie Vector: [1.9772667548119816, -0.20644272780085746] User Vector: [2.0014075289082265, 0.42338512443829696] Predicted: 3.8699117897412885 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [2.1050133834479032, -0.042414789375323204] Predicted: 4.354902945872038 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 4.795695572461771 Movie Vector: [1.950909501889667, -0.48090691049542106] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 3.8513441806916395 Movie Vector: [1.8656502419869427, -0.4755070592049221] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 4.298492077857966 Movie Vector: [1.8180737953835515, 0.5432845677356154] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 3.1938054762888854 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.7797606249570588, -1.3094987899098411] Predicted: 4.099562529821959 Movie Vector: [0.6819232655532894, 0.8312677648769381] User Vector: [1.7005426294038113, -0.9461675770998745] Predicted: 0.37312097604078365 Movie Vector: [1.5489602919740804, 0.3090258559115347] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 2.449943111491067 Movie Vector: [2.3274433411772786, 0.17840278801975556] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 4.937823060988177 Movie Vector: [2.1564146344646025, -0.4192145542051656] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 3.6715204579893257 Movie Vector: [1.370235693321964, -0.6870527057872677] User Vector: [1.526645330644532, -0.4120384954208728] Predicted: 2.3749560862598744 Movie Vector:
avg loss: 1.1145021289670007: 37%|█████████████████▏ | 5594/15000 [00:12<00:21, 432.27it/s]
Movie Vector: [2.0208995621833563, -0.9830072891581916] User Vector: [1.8486949216776414, -0.4025309785102498] Predicted: 4.131717643816494 Movie Vector: [1.4966535466304647, -0.38022378333372103] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 3.337651862374472 Movie Vector: [1.3732415535695286, -0.2108607099214515] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.7499946698373283 Movie Vector: [2.2323177136585, 0.0471535745751156] User Vector: [2.0744193207819244, -0.40842996244067464] Predicted: 4.611504062644266 Movie Vector: [2.0229731515085008, -0.2616612171160882] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.558372542064375 Movie Vector: [1.544273014506697, -0.044750428553885835] User Vector: [2.20244464927847, -0.07382252398363548] Predicted: 3.404479427410605 Movie Vector: [0.8810792652968953, -0.17513500749932986] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 1.8288530367485027 Movie Vector: [1.9652543512286764, -0.9271363769804046] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 3.461942682339225 Movie Vector: [1.9709684751846304, -0.04128045902279013] User Vector: [1.9424840096320442, -0.378944833664219] Predicted: 3.844217763212971 Movie Vector: [1.3528155702065843, -1.1432516487831943] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 2.9312821386229544 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [1.8993100136887617, 0.11054099922230763] Predicted: 3.3604143324824527 Movie Vector: [2.038654529734814, 0.756481187206941] User Vector: [2.1285334581784876, -0.3193154263059612] Predicted: 4.097788263422258 Movie Vector: [1.8621897516504502, 0.6083808142745073] User Vector: [1.9443533582478092, -0.08146002604188919] Predicted: 3.5711961803420196 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 2.8214071803803495 Movie Vector: [1.838439776522516, -0.16256009489590714] User Vector: [1.545193372128824, 0.048549805489964806] Predicted: 2.8328526967529615 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.6999832386120195, 0.02028877432641553] Predicted: 2.4538410153598043 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.4428060021970275 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 4.540363093014475 Movie Vector: [2.237171949065548, -0.2260485805652315] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 3.7426502332520117 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [1.570203866930582, 0.2842912730285521] Predicted: 2.5666254406427487 Movie Vector: [1.5577820530148871, 0.2067295241812099] User Vector: [1.8703847132670193, -0.15963838528937294] Predicted: 2.8806497711288293 Movie Vector: [2.237171949065548, -0.2260485805652315] User Vector: [1.522270064152828, -0.534180700059834] Predicted: 3.526330675438786 Movie Vector: [2.1562017985676447, 0.07224579110489042] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 4.3293251784377045 Movie Vector: [2.09696949094987, -0.5503043390957515] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 3.0735810052328483 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.8269924766380314, -0.6262860364704961] Predicted: 3.867510312358762 Movie Vector: [1.1588260246230995, -1.3630375308137959] User Vector: [2.166547297657452, -0.08318323779488009] Predicted: 2.6240332671513342 Movie Vector: [1.6108037461375562, -0.04731408040888503] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 2.5506835567084125
avg loss: 1.113962575047462: 38%|█████████████████▋ | 5638/15000 [00:12<00:22, 408.33it/s]
Movie Vector: [2.022210500954582, -2.1089434618249223] User Vector: [1.922487669578855, -0.32683419348094894] Predicted: 4.576949588820533 Movie Vector: [1.7434475269723506, 0.12722751990875467] User Vector: [1.5455173688368113, -0.2657302096913416] Predicted: 2.6607202390474907 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [1.8863685523728473, -0.23201330604891773] Predicted: 4.389239407340443 Movie Vector: [1.904381092767849, -1.0993692041508998] User Vector: [1.5270929427068993, -0.48112616060566005] Predicted: 3.4371022112714575 Movie Vector: [1.058324165627456, -0.38269262126918574] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 1.9623086673218015 Movie Vector: [2.0373879691815744, -0.7344679261704412] User Vector: [1.7951978655631955, -1.012785491939374] Predicted: 4.401372993519118 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.695926023089568 Movie Vector: [1.4807303202403788, -0.5335789818883981] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 3.108948231312017 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.6524044086575174, -0.265977388245679] Predicted: 2.5446312257042214 Movie Vector: [2.0007711880948142, -0.35300551994944374] User Vector: [1.7405515824986213, -0.19827852825599784] Predicted: 3.5524388726178944 Movie Vector: [1.8783956812619274, -0.6633637505505606] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.543893400663449 Movie Vector: [0.12016988119604748, -0.3445582811978479] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 0.2837372748020103 Movie Vector: [1.9230073209431817, -0.11574921886525562] User Vector: [1.742142036715218, 0.1037905242159839] Predicted: 3.338138218622614 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [1.9156006801454788, -1.258529024742923] Predicted: 4.164526364352142 Movie Vector: [2.0799798960652076, -0.0026227161641230725] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 3.9951415479034194 Movie Vector: [0.871062671387038, -0.5074781133868704] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 1.4580204432392798 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.7349833199646691, -0.6386486579497909] Predicted: 3.132306706967041 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 4.455882210220511 Movie Vector: [1.5558978854090435, -0.7371584736231862] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 3.733757565768016 Movie Vector: [1.8825144638518596, -0.3421971732974068] User Vector: [2.0014075289082265, 0.42338512443829696] Predicted: 3.622797428432789 Movie Vector: [1.488129347792871, -0.09560304443563063] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.2782027315114894 Movie Vector: [1.801334889956672, -0.6859273213228005] User Vector: [1.526645330644532, -0.4120384954208728] Predicted: 3.0326279601253514 Movie Vector: [1.4952981279634614, -0.024040778711658453] User Vector: [1.8484709269757258, -0.3096973614300068] Predicted: 2.7714604824354105 Movie Vector: [2.0338352554503993, -0.5647382114903965] User Vector: [2.064904432888518, -1.1854808669133128] Predicted: 4.869161779281191 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [2.1693265901773024, 0.6301834869910791] Predicted: 3.8043576554234275 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 2.828672159978545 Movie Vector: [2.019633459590231, -0.5328039174080391] User Vector: [2.045682698957364, 0.023164510284299757] Predicted: 4.119187084694829 Movie Vector: [1.8706532945824035, 0.4613474102262318] User Vector: [2.20244464927847, -0.07382252398363548] Predicted: 4.085952509051942 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.8751797589699648, 0.4832386471451565] Predicted: 3.204170098816414 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 3.704809601685578 Movie Vector: [1.521501271421284, -0.6395860642985183] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 2.910247536999073 Movie Vector: [1.7150849364560774, -1.0433233483864623] User Vector: [1.524451908710559, -0.2221776294730024] Predicted: 2.846367613299535 Movie Vector: [2.196565556948703, -0.06235416079223832] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 3.616608037126209 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [1.6300750663275514, -0.2589162695386821] Predicted: 3.2850316668800907 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [1.9178513927588994, -0.7225525087602811] Predicted: 3.39855759331219 Movie Vector: [1.9266763513279273, 0.12529631292308935] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 2.8612663035761536 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [1.7195431859823356, -0.859533917664677] Predicted: 4.038481805033275 Movie Vector: [1.3397148139008046, -0.24749593009268744] User Vector: [2.209890155950304, -0.08689639328072232] Predicted: 2.982129082696894 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.9087731401264652, -0.8971290043310644] Predicted: 4.002967517057477 Movie Vector: [2.121738904698978, -0.9686766661314018] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 4.786118390288432 Movie Vector: [2.164929171593171, -0.847022808202654] User Vector: [1.6641013439396708, 0.17591160576499187] Predicted: 3.4536604016718924
avg loss: 1.114093383577754: 38%|█████████████████▊ | 5680/15000 [00:12<00:23, 391.19it/s]
Movie Vector: [2.161073645804924, -0.5280724857821694] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.42204840816096 Movie Vector: [1.158110465384367, -0.5668188448196982] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 2.2638838346543535 Movie Vector: [1.6617617439277315, -0.9443825874818637] User Vector: [2.160984594552471, -0.7311409462909574] Predicted: 4.281518307116668 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.855849544179545, -0.026051976978707914] Predicted: 3.2132783927611994 Movie Vector: [0.9709184905992572, -0.06963486752738923] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 1.883035538483641 Movie Vector: [1.9705239019720948, 0.3886363398614625] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.584897704504911 Movie Vector: [1.589035964123577, -0.060124479795850436] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 3.3405955996172016 Movie Vector: [2.032023567278634, 0.21879011379599247] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.820715058335373 Movie Vector: [1.6729352905918036, -0.5106444775381144] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 2.824396554687092 Movie Vector: [1.560837111353663, -0.30012129117958086] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.079754381341003 Movie Vector: [1.4903583692581557, -0.6573610506820617] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 2.862226169916509 Movie Vector: [1.671797223217955, -1.1256649637846599] User Vector: [2.150093651036587, -0.8476469412520341] Predicted: 4.548687058888169 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [2.235208894186536, 0.701952031063461] Predicted: 3.652238643891952 Movie Vector: [1.9273902608730318, -1.5138477980330334] User Vector: [1.82343334523478, -0.8892594284919036] Predicted: 4.860671098659229 Movie Vector: [1.5605986770550229, 0.7556108670203445] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 2.738119901391996 Movie Vector: [1.5162065150981086, 1.013680829023317] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 2.679065223777838 Movie Vector: [1.8449000828332054, 1.798135003221055] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 2.7741295015867493 Movie Vector: [2.1287308111689875, 0.08667650431631954] User Vector: [1.8012595373408886, -0.19523589995759377] Predicted: 3.81747431072417 Movie Vector: [1.3740423267325528, -0.7289541226803983] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.581956415780322 Movie Vector: [1.4280004540719484, -0.9887778408638692] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 3.0318347807493393 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [2.006840344110284, -0.20958978455574734] Predicted: 3.864189301620999 Movie Vector: [2.0225299225539235, 0.03295770468830881] User Vector: [2.3820086473665993, -0.4036458701650167] Predicted: 4.80438052369359 Movie Vector: [2.37439663514589, -0.2279010463182179] User Vector: [1.7219754878239437, 0.18723789124768153] Predicted: 4.045981092767112 Movie Vector: [2.0383726458111227, -0.035537987935800354] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 3.3552794055941315
avg loss: 1.1133857318784213: 38%|█████████████████▋ | 5754/15000 [00:12<00:19, 483.23it/s]
Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.928892558327882 Movie Vector: [1.5708973381520364, -0.08202975852878056] User Vector: [1.680780664650617, -0.3853032984569571] Predicted: 2.671940208649832 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.1524113369224214 Movie Vector: [1.9816419776050513, -0.4678442154587884] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.443720256653005 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [2.11806354032374, -0.10134680839736938] Predicted: 4.408610991309748 Movie Vector: [1.3161936605855626, -0.5623518563159682] User Vector: [2.3107522755454224, -0.17207979381325267] Predicted: 3.1381668877419 Movie Vector: [2.3523755286050627, -0.38386375646722115] User Vector: [0.8665511042073095, -0.45496993718750495] Predicted: 2.213100080991422 Movie Vector: [1.04059245718299, -0.2488285862983352] User Vector: [1.706714237157019, -0.8423652727921388] Predicted: 1.9855985217280945 Movie Vector: [1.9586229425038137, -0.6838195954081376] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.55763911739521 Movie Vector: [1.208690672019978, -1.3074778753935135] User Vector: [1.6594667567278312, -0.29691661194416863] Predicted: 2.393993890337977 Movie Vector: [1.9336606631272795, -0.39221490159570727] User Vector: [2.252427691332857, -0.6293493846258157] Predicted: 4.602271030229272 Movie Vector: [2.1060240789290523, -0.013470813941922824] User Vector: [2.0320454381846123, -0.03876843689382165] Predicted: 4.280058864694946 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 3.576414062585413 Movie Vector: [1.6459312874847258, -0.823820956635254] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 3.3682170047174953 Movie Vector: [1.5608492644209742, -0.2878069724506017] User Vector: [2.0352115709792136, -0.23270761869376183] Predicted: 3.2436333587064015 Movie Vector: [1.6480752227997266, 0.27741258049528517] User Vector: [2.252427691332857, -0.6293493846258157] Predicted: 3.537580832411505 Movie Vector: [1.838439776522516, -0.16256009489590714] User Vector: [1.7034847223126426, -0.5834254731056402] Predicted: 3.2265957724707173 Movie Vector: [1.0861510789740305, -0.622989300619] User Vector: [2.3428849325446315, -0.7186895748343484] Predicted: 2.992462912983567 Movie Vector: [1.805100354634295, 0.19503536554491516] User Vector: [1.4614552288998577, -0.1834015332618259] Predicted: 2.6023035668880596 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.8285777548011533, -0.13585662474578256] Predicted: 3.4968907036481838 Movie Vector: [2.0229731515085008, -0.2616612171160882] User Vector: [0.8665511042073095, -0.45496993718750495] Predicted: 1.8720576057371447 Movie Vector: [1.9503247399155579, -0.02710573238155877] User Vector: [1.9424840096320442, -0.378944833664219] Predicted: 3.7987461981244235 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 3.3196064069073095 Movie Vector: [1.4105663930057017, -0.33142731185166274] User Vector: [2.150093651036587, -0.8476469412520341] Predicted: 3.3137831931055843 Movie Vector: [1.6723034031615664, -0.7587383527238014] User Vector: [1.861550689031619, -0.8254314312542099] Predicted: 3.7393640368616046 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [1.9789503294611988, -0.5232408275165411] Predicted: 4.68654881639871 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [2.5511316133154236, -0.22603705035676047] Predicted: 4.494282920246215 Movie Vector: [1.8302805956709267, -0.5930873535287009] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 3.0345327921235583 Movie Vector: [2.335870256966165, -0.24082947254355386] User Vector: [1.9947721347518315, -0.33884245159255566] Predicted: 4.741132147884106 Movie Vector: [2.035191532040944, -0.77248591868988] User Vector: [1.9936181136465798, 1.2726863830148212] Predicted: 3.074262393229655 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [2.0049696735333704, 0.008959365547655647] Predicted: 4.301825241048772 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [1.903214877181317, -0.8015512562244188] Predicted: 3.6381855568748103 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 2.6764889548290296 Movie Vector: [2.3523755286050627, -0.38386375646722115] User Vector: [1.7142418540817335, -1.1988601553548854] Predicted: 4.492739550365843 Movie Vector: [1.776496824504795, -0.4643573405394356] User Vector: [1.9951153185923673, 0.30165116664200115] Predicted: 3.4042420944877154 Movie Vector: [1.645668426733709, -0.9786395979701075] User Vector: [1.927046200247201, 0.27461212970168536] Predicted: 2.902532784395011 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [1.3265168373532057, -0.8166942359382595] Predicted: 2.7940396026684544 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 4.051711224857222 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.5043682311182343, -0.5384735116414142] Predicted: 2.3337812470990524 Movie Vector: [1.676075871200442, -1.1406625507324624] User Vector: [1.6795159182771051, -0.5918465436590659] Predicted: 3.490093294053651 Movie Vector: [2.3641197841547923, -0.3490780023391933] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.759992612641014 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 2.8125805257918723 Movie Vector: [2.026493503820232, 0.21109356448620842] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.9915414152436557 Movie Vector: [1.671797223217955, -1.1256649637846599] User Vector: [1.5444549381378783, -0.17851713927793306] Predicted: 2.782965966084399 Movie Vector: [1.8783956812619274, -0.6633637505505606] User Vector: [1.820924073515264, -0.031169803621183347] Predicted: 3.441092833431021 Movie Vector: [1.1657128107098276, 0.21482364504899773] User Vector: [2.3736411281023004, -0.7007230805477305] Predicted: 2.6164519847233527 Movie Vector: [1.9503247399155579, -0.02710573238155877] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.6566693322992836 Movie Vector: [2.112874117816507, -0.12436291617561926] User Vector: [1.7419638997321962, -0.5662167503050309] Predicted: 3.7509668041702824 Movie Vector: [2.2900720096930343, 0.27247270643936405] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 4.59486562482129 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [1.5455173688368113, -0.2657302096913416] Predicted: 3.493944399117784 Movie Vector: [2.0286767166419324, 0.2196548477045961] User Vector: [1.9366874735583455, 0.03145126115148823] Predicted: 3.935821206998251 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.3212133381564106, -0.10466374882994967] Predicted: 4.508710063587174 Movie Vector: [1.5458992281669146, -0.6317189545972773] User Vector: [1.8703847132670193, -0.15963838528937294] Predicted: 2.9922728784832806 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 3.708079781871663 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 4.569081246190092 Movie Vector: [0.7462772750488169, -0.5126980028137172] User Vector: [1.5465714943132354, -1.5142865246717823] Predicted: 1.9305428373312057 Movie Vector: [2.0311546004492538, -0.4371707867987524] User Vector: [1.5533454203812282, -0.5951740471625842] Predicted: 3.4152774031743762 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [2.050268012362675, -1.0039222529413194] Predicted: 4.948980858553046 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 4.092476193856631 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [1.8673332004960785, -0.329666554634913] Predicted: 3.8456255086256674 Movie Vector: [1.7136978621071453, -0.8876919230661914] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.2964098737203744 Movie Vector: [1.8037121580929885, -0.35061644188171825] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 3.2169969580996205 Movie Vector: [1.9893263453876409, 0.5178934014149669] User Vector: [1.8786918020282144, -0.5306557451040602] Predicted: 3.4625079878261733 Movie Vector: [1.6300529147820715, -0.02609439706575645] User Vector: [1.5219413214845234, -0.030853343897284953] Predicted: 2.481649986619587 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [2.0826457752430625, -0.6097401301094367] Predicted: 4.7764110595623 Movie Vector: [1.878892690553185, -0.5445128809941834] User Vector: [1.3484286459575494, -0.23643834425508858] Predicted: 2.6622964506300013 Movie Vector: [1.7443350678679765, -0.14793220022353465] User Vector: [1.688101901777097, -0.4636580368668343] Predicted: 3.0132052989494484 Movie Vector: [1.8570416057893857, 0.1561644352450479] User Vector: [1.7473876036727791, 0.3561041047627241] Predicted: 3.3005822778696787 Movie Vector: [1.3260553467311782, -1.0551169018990556] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 2.681635844351861 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.8886880216847204, -0.5066641628801507] Predicted: 4.245752661079652 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 4.79998649109137 Movie Vector: [2.3684304524871846, -0.7866706043977805] User Vector: [1.649783638767745, -0.22053762213892616] Predicted: 4.080888274573122 Movie Vector: [2.1334231932091576, 0.07958812824016372] User Vector: [2.025100152782566, -0.2345606032510366] Predicted: 4.301727395146101 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 4.359882305241299 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 4.021883924927984 Movie Vector: [1.4966535466304647, -0.38022378333372103] User Vector: [2.282126767406707, -0.5140731905599631] Predicted: 3.6110159737247116 Movie Vector: [1.25943414077633, -0.2911742576574358] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 2.4139002086340637 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [1.487224172346569, -0.4592742303812285] Predicted: 3.20575325917568 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.8520582447947724 Movie Vector: [2.2900720096930343, 0.27247270643936405] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 4.564498509370953 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.148875932116028, -1.559279686818115] Predicted: 2.9385232965391266 Movie Vector: [1.9751016023630206, -0.18401787707053655] User Vector: [2.0666270833818645, -0.34630584278560717] Predicted: 4.1455249298808665 Movie Vector: [1.2218257024908457, -2.067176782817299] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.30976240804688 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 4.341318497787327 Movie Vector: [2.0648565257730422, -0.42333109775758737] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 4.5030320694459585 Movie Vector: [1.5649478012584834, 0.588662649262483] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 2.9575255952206745 Movie Vector: [1.5020286512596324, -0.4302425454275446] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.035493530818263 Movie Vector: [1.8037121580929885, -0.35061644188171825] User Vector: [1.8188261668886554, 0.5554463025502933] Predicted: 3.0858902644181945 Movie Vector:
avg loss: 1.1144111649983115: 38%|█████████████████▋ | 5754/15000 [00:12<00:19, 483.23it/s]
[1.9980924700075622, 0.03209105013722312] User Vector: [2.153275921537311, -0.05678079423683361] Predicted: 4.300622249357611 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.9832883949431142, -0.40130163082851333] Predicted: 3.5113604650237753 Movie Vector: [2.019633459590231, -0.5328039174080391] User Vector: [1.5566229437740597, -0.12274483706229472] Predicted: 3.209206711240336 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [1.8090704352827474, -0.4135072679508889] Predicted: 3.4216537664354187 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [1.5270929427068993, -0.48112616060566005] Predicted: 3.420038080528152 Movie Vector: [1.4807303202403788, -0.5335789818883981] User Vector: [2.150093651036587, -0.8476469412520341] Predicted: 3.6359954523602855 Movie Vector: [1.6949786537834812, -0.9262196438869316] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.4267022792903665 Movie Vector: [1.6805961628003223, -0.7822519388021036] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.7616812213388044 Movie Vector: [2.139258787577314, -0.1714955531936162] User Vector: [1.7031859372605458, 0.4903314005184437] Predicted: 3.5594658283826153 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [1.9665548449135473, -0.13034425425709434] Predicted: 4.1961595942078596 Movie Vector: [1.3725887229365832, -0.34451559056291375] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 2.6331542265502508 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 4.143562237918602 Movie Vector: [1.5458992281669146, -0.6317189545972773] User Vector: [1.900715533471468, -0.3039102401687711] Predicted: 3.1303005353692313 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [1.6397126104710669, -0.14909365738813105] Predicted: 2.6826977036705295 Movie Vector: [2.249012442934698, -0.3725196884952746] User Vector: [1.9649048434551217, -0.3259015205357911] Predicted: 4.540500175023352 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.891608016269917, 0.015903773252918384] Predicted: 3.738250129160763 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 3.4171370023836336 Movie Vector: [1.8370585453229062, -0.08516953939999217] User Vector: [2.252427691332857, -0.6293493846258157] Predicted: 4.191442935295219 Movie Vector: [1.2995078983115338, -0.27629080282861634] User Vector: [1.9580678378341372, -0.3298894260362552] Predicted: 2.6356700350594773 Movie Vector: [1.8354328451752728, -0.9850945547897046] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 3.8844816310641277 Movie Vector: [1.805100354634295, 0.19503536554491516] User Vector: [1.4829441023538565, -0.540058219436666] Predicted: 2.5715324728184163 Movie Vector: [1.4512672402713318, -1.8010839237445824] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.023471927756134 Movie Vector: [1.8936948320019629, -0.2547723200081246] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 2.964317962756478 Movie Vector: [1.7186820687265516, -0.3725139017600804] User Vector: [1.3694908435945234, -0.20189143136606347] Predicted: 2.4289267210012055 Movie Vector: [2.01074309510737, 0.001834918806620948] User Vector: [1.7620275693448166, -0.16528784290264173] Predicted: 3.542681478677465 Movie Vector: [1.67439753953876, -0.39802945066083395] User Vector: [2.2128692992979717, 0.2562073305694628]
avg loss: 1.1142615854527287: 39%|█████████████████▊ | 5804/15000 [00:12<00:20, 459.34it/s]
Predicted: 3.603244847023542 Movie Vector: [1.6143445504912914, -0.03179533465903921] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.3642813854827707 Movie Vector: [1.878892690553185, -0.5445128809941834] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.7639694112565145 Movie Vector: [1.6464852598576998, -1.7618358495459256] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 3.2312145209123853 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [2.0397740189147338, -0.3568969776845044] Predicted: 3.3857335703638842 Movie Vector: [1.9652543512286764, -0.9271363769804046] User Vector: [1.8581958078478196, -0.9529046191649876] Predicted: 4.535299933028331 Movie Vector: [2.1309427829289316, 0.07161056386900098] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 3.9006201343112767 Movie Vector: [1.0705635311954804, -2.0148306523007524] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 2.6687362107493557 Movie Vector: [1.0845318499409686, -0.25078123577191647] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 2.1833847023292656 Movie Vector: [1.4497151598763554, -0.32515951426893736] User Vector: [1.83752651267516, -0.014296984635816147] Predicted: 2.6685388426796037 Movie Vector: [1.158110465384367, -0.5668188448196982] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 2.0649841453183804 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.9618921875299458, -0.33279820557914974] Predicted: 3.136748025369452 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.3528527150224474 Movie Vector: [2.0388981918629083, 0.4540278930020605] User Vector: [2.2691376244075165, -0.1461519894640287] Predicted: 4.560183519658168 Movie Vector: [1.5298180832327708, -1.245874832800194] User Vector: [1.5865362963057377, -0.39628122135366667] Predicted: 2.920828716189519 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 3.492203717539557 Movie Vector: [1.441535516930546, -0.4570184995216747] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.0861370710653278 Movie Vector: [2.1235645027314844, -0.4236615229463479] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.725706385012992 Movie Vector: [1.5408697944077079, -0.3529558736827641] User Vector: [1.5289712536707687, -1.0176699695044409] Predicted: 2.715138214506125 Movie Vector: [1.5853956944224317, -0.14467591199019425] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 3.272515590223447 Movie Vector: [1.3063101718900085, 0.20582952926334197] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 2.9434388841233097 Movie Vector: [1.82207814895449, -0.12299497743037847] User Vector: [1.0832254309787268, -0.7568261547980105] Predicted: 2.0668072040062495 Movie Vector: [2.246412010249143, -0.2969295041236252] User Vector: [2.0984132236404864, -0.1503491660664477] Predicted: 4.758543771377121 Movie Vector: [2.156506566665706, -0.3281620566182745] User Vector: [1.9912010183757582, -0.13651777026889134] Predicted: 4.3388380239351445 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.5552727476487545, -1.0896568339984491] Predicted: 3.869040357663153 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.1100725772410307, -0.1941870636634439] Predicted: 4.785777073422259 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 3.0892313445937583 Movie Vector: [2.080619673382393, -0.24278150573988935] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 4.012567134154615 Movie Vector: [1.895747362806167, -0.5471015006257864] User Vector: [1.522270064152828, -0.534180700059834] Predicted: 3.1780905222045663 Movie Vector: [0.877123100863523, 0.9767230518964153] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 1.967479996435921 Movie Vector: [1.9732431723687265, -0.23040836074473497] User Vector: [1.4454962426467086, -0.44754916146769974] Predicted: 2.955434660133719 Movie Vector: [1.5095840170203605, -0.6595307950227778] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.325332166745553 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.9565545525803987, -0.4530514843052609] Predicted: 4.642044208732804 Movie Vector: [1.6349479322348555, -0.6119491926711771] User Vector: [1.6594667567278312, -0.29691661194416863] Predicted: 2.8948396234945446 Movie Vector: [1.836360626802214, -0.8105175816023826] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 3.2485464774781825 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [1.8786918020282144, -0.5306557451040602] Predicted: 4.192505125562159 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [1.5043682311182343, -0.5384735116414142] Predicted: 2.382826220859453 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.7313350259819076, 0.376260810862635] Predicted: 2.9728382045427475 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 2.893408044341256 Movie Vector: [1.048730705170943, -0.10442754083997108] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 1.6991553937168056 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [2.0336718325752345, 0.552351437598736] Predicted: 4.72988477711883 Movie Vector: [1.9675795942883392, -0.1386825942678141] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 3.8274142432066083 Movie Vector: [1.5323683091726394, -0.8729312510406935] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 3.3411736986411014 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 4.7997668431930745 Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.9665548449135473, -0.13034425425709434] Predicted: 4.536107178910526 Movie Vector: [1.391902138286233, -0.7449083236964321] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.9865017218175358 Movie Vector: [1.3501793452809798, -1.743482215767993] User Vector: [1.6659526042617157, -0.686583733286801] Predicted: 3.446381325112359 Movie Vector: [2.0648565257730422, -0.42333109775758737] User Vector: [1.8520137860053414, -0.4902941747970307] Predicted: 4.031699523095745 Movie Vector: [2.035191532040944, -0.77248591868988] User Vector: [1.7031859372605458, 0.4903314005184437] Predicted: 3.087535494611896 Movie Vector: [1.9730029062363508, -0.04935222531306859] User Vector: [1.9925997991812672, -0.6583839199822253] Predicted: 3.963897906312073 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.8211137515901967, -0.4752605524516445] Predicted: 4.087609860516802 Movie Vector: [1.82207814895449, -0.12299497743037847] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 3.0760955553750065 Movie Vector: [2.1235645027314844, -0.4236615229463479] User Vector: [1.7713872772241128, -1.6647584138349463] Predicted: 4.466949227446361 Movie Vector: [1.4497151598763554, -0.32515951426893736] User Vector: [1.820924073515264, -0.031169803621183347] Predicted: 2.6499563925642073 Movie Vector: [0.40039392563639936, -0.689414198622043] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 0.8924757979839588 Movie Vector: [1.8393143099652312, -0.5436087898195855] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 2.908665026247073 Movie Vector: [1.7134457607276912, -0.35265887996969375] User Vector: [1.8473056012757814, -0.6293344752841111] Predicted: 3.387198342454516 Movie Vector: [2.034295100920072, -0.1720405291037382] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.0204328784907992 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.8209646265934538, -0.38250610091741] Predicted: 2.9060824603956754 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [2.1914515711227276, 0.14812243091448726] Predicted: 3.877749132965932 Movie Vector: [1.3501793452809798, -1.743482215767993] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.2421898753155824 Movie Vector: [2.49570930250012, -0.005645386106913286] User Vector: [1.6468272882085024, -0.53546516262891] Predicted: 4.1130250903828465 Movie Vector: [1.6723761008391906, -0.08098187694098731] User Vector: [1.788615894013743, -0.5038883945190014] Predicted: 3.032044302686636
avg loss: 1.1149545789155333: 39%|█████████████████▉ | 5860/15000 [00:13<00:20, 444.87it/s]
Movie Vector: [2.0481690642058115, -0.681959387275988] User Vector: [1.5242687981615692, 0.41738020321273245] Predicted: 2.837323850284616 Movie Vector: [1.9675795942883392, -0.1386825942678141] User Vector: [1.9424840096320442, -0.378944833664219] Predicted: 3.8745449522003432 Movie Vector: [1.8210293473832462, -0.7195688663547456] User Vector: [1.545193372128824, 0.048549805489964806] Predicted: 2.7789075495305124 Movie Vector: [1.8772024169527775, 0.05643450332545942] User Vector: [1.5444549381378783, -0.17851713927793306] Predicted: 2.8891800166568453 Movie Vector: [1.8812265162720057, 0.0945536211254059] User Vector: [1.978698176154217, -0.259047404730227] Predicted: 3.6978856065199874 Movie Vector: [1.567941859389367, -1.3326883243261824] User Vector: [2.186856934790622, -0.7363893023648818] Predicted: 4.41024195397452 Movie Vector: [1.1559682113428846, -1.4832066952456344] User Vector: [2.3428849325446315, -0.7186895748343484] Predicted: 3.7742656940533568 Movie Vector: [1.4807303202403788, -0.5335789818883981] User Vector: [1.757935220720095, -0.1784654898148577] Predicted: 2.6982534166963332 Movie Vector: [2.0799798960652076, -0.0026227161641230725] User Vector: [1.7016472372547975, -0.3412668429021715] Predicted: 3.54028708975004 Movie Vector: [2.0162558582859864, -0.34453774862799347] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.4850070879378756 Movie Vector: [1.789995445961373, -0.14223411259350088] User Vector: [2.0361954009240666, 0.11298871014366842] Predicted: 3.628709645821202 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.3962516487467407, 0.18040923067658446] Predicted: 2.8899799269549633 Movie Vector: [1.7969354635505312, -0.637693300071839] User Vector: [2.3820086473665993, -0.4036458701650167] Predicted: 4.537718079942972 Movie Vector: [1.6818821569039426, -0.6161754363352977] User Vector: [1.608576688513559, -0.5508667742504061] Predicted: 3.044867005408948 Movie Vector: [2.0897981116187347, -0.580511420156022] User Vector: [1.538322444718176, -0.4340429175713191] Predicted: 3.4667502105207495 Movie Vector: [2.37439663514589, -0.2279010463182179] User Vector: [2.0223477619362815, -0.04446982410173719] Predicted: 4.811990440478701 Movie Vector: [1.8435320126534676, 0.4706606673137753] User Vector: [1.4033219848005491, -0.5381845051067936] Predicted: 2.3337667247287177 Movie Vector: [1.7800581658840182, 1.073303707016504] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.4814222888697652 Movie Vector: [1.7800885782462972, -0.5297094254558915] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.674595538665056 Movie Vector: [1.8772024169527775, 0.05643450332545942] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 3.277096568046134 Movie Vector: [2.0772547465031566, -0.07674387546325612] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.6121974599919686 Movie Vector: [2.49570930250012, -0.005645386106913286] User Vector: [1.8484363745244479, 0.6599283029255413] Predicted: 4.609434304907365 Movie Vector: [1.877214584564635, 1.4414315340690693] User Vector: [1.6100561271336769, -0.5521085212821174] Predicted: 2.2265942110187025 Movie Vector: [1.4420759405841113, -0.7911234476043159] User Vector: [1.6423684969968588, 0.7499186621349755] Predicted: 1.7751418576814204 Movie Vector: [1.218591164251326, -0.9634804720459329] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 2.427723516982239 Movie Vector: [1.6827171455712782, 0.10590850310509016] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 2.9281044918695973
avg loss: 1.1128064795864083: 39%|██████████████████▏ | 5922/15000 [00:13<00:20, 450.57it/s]
Movie Vector: [2.0850220811991838, 0.14842280419057807] User Vector: [2.1053399912698874, -0.12119835481848393] Predicted: 4.3716917705439675 Movie Vector: [1.5298180832327708, -1.245874832800194] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 3.469257926207548 Movie Vector: [0.946927079992574, 0.29047787179961987] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 1.781650649996463 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [2.0336718325752345, 0.552351437598736] Predicted: 3.4862486967172543 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 3.948367975100093 Movie Vector: [1.5402197680705503, -0.6478401684633507] User Vector: [1.9346557794925143, 0.3508241025493749] Predicted: 2.752517130289719 Movie Vector: [2.076217372602226, -0.36790941849113634] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 3.432602310169041 Movie Vector: [1.589035964123577, -0.060124479795850436] User Vector: [2.3752477218424732, -1.1226086308341612] Predicted: 3.84185031365352 Movie Vector: [1.725619484024973, -0.36745610677899554] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 4.278365713967216 Movie Vector: [1.729420938188149, 0.0727169116942904] User Vector: [1.512926201468482, -0.2800418147716802] Predicted: 2.5961224748375935 Movie Vector: [2.080619673382393, -0.24278150573988935] User Vector: [2.196420754006132, -0.513539094049974] Predicted: 4.694594026320299 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [2.3212133381564106, -0.10466374882994967] Predicted: 3.4244386423948714 Movie Vector: [2.3960900613056615, -0.10421780334748977] User Vector: [1.9425262146852413, 0.27815718102684306] Predicted: 4.625478826441067 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [1.9950233022794863, -1.0942906568559652] Predicted: 4.9676459398969905 Movie Vector: [1.7840497047979307, -0.46159299377400487] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.4592776522011963 Movie Vector: [1.1873543243881228, -0.04991012816878889] User Vector: [1.6289808177179383, -0.32808669946842184] Predicted: 1.9505522674836384 Movie Vector: [1.7650871814009064, -1.1824521885253059] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 3.736150242544915 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.671794977284916, -1.2441242625146987] Predicted: 4.685621778704621 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [2.0744193207819244, -0.40842996244067464] Predicted: 3.8793196365498117 Movie Vector: [1.9336606631272795, -0.39221490159570727] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 3.0364325700163053 Movie Vector: [1.2168470074289197, -1.6071963284833934] User Vector: [2.209890155950304, -0.08689639328072232] Predicted: 2.828757787253982 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 3.539297415478471 Movie Vector: [1.1785577924384927, 0.0957898885241156] User Vector: [2.3820086473665993, -0.4036458701650167] Predicted: 2.768669660103453 Movie Vector: [1.6890876255048999, 0.11013125851955809] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 3.901125137536503 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.8993100136887617, 0.11054099922230763] Predicted: 3.179576439030128 Movie Vector: [1.4807303202403788, -0.5335789818883981] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 2.9755915968858813 Movie Vector: [1.423219502503106, -1.6256253814667114] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 2.7971857966666245 Movie Vector: [1.9036125591316755, -0.07238573334539687] User Vector: [1.9580678378341372, -0.3298894260362552] Predicted: 3.7512818157593952 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 3.6803638002160204 Movie Vector: [1.441535516930546, -0.4570184995216747] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.2192742047125016 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [2.180698908568714, -0.38542920451391355] Predicted: 3.512321317448505 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.8590896399570012, -0.42621114227042867] Predicted: 3.4131401432611743 Movie Vector: [1.6077369951723282, 0.43182239636323505] User Vector: [2.140626389906886, 0.39231431909929493] Predicted: 3.6109743492965536 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.9950233022794863, -1.0942906568559652] Predicted: 3.9845901803639787 Movie Vector: [1.9560849872000494, -0.31142980114633345] User Vector: [1.866729343579007, -0.6052101849340568] Predicted: 3.8399617316864476 Movie Vector: [2.0296690726764495, -0.7766810458713606] User Vector: [1.8436941678007244, -0.4136288257788163] Predicted: 4.063346700867508 Movie Vector: [2.164929171593171, -0.847022808202654] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 4.18957718775742 Movie Vector: [1.5960097257476715, -1.2350222252900716] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.406947453343757 Movie Vector: [1.5194540411310815, -0.6251510973631453] User Vector: [2.0352115709792136, -0.23270761869376183] Predicted: 3.2378878692722726 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [2.225431113113692, -0.17017139891849362] Predicted: 3.8009199400987947 Movie Vector: [1.3543234323659963, -0.7470675836998625] User Vector: [1.7692017842929544, -0.5941011192928458] Predicted: 2.8399051207151693 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.722980172695871, -0.7678956867105134] Predicted: 3.131534945318471 Movie Vector: [1.5904440853508166, -0.8065540463305473] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 2.9541463849599094 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.7589282599112575 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.7431944106123616, -0.48108681936738673] Predicted: 2.6184769476486833 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [2.3107522755454224, -0.17207979381325267] Predicted: 4.461205347871822 Movie Vector: [1.838439776522516, -0.16256009489590714] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 2.9708556127343426 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 4.488617458598658 Movie Vector: [1.3115391539094374, -1.7472678078496058] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 2.404536007775147 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.726533713575539 Movie Vector: [1.8698698638757805, -0.1366688598680257] User Vector: [1.4892415901713165, -0.7363488687934976] Predicted: 2.8853239298549083 Movie Vector: [1.8511192102632466, -0.7971227180877938] User Vector: [1.76738540525505, 0.20311047297153498] Predicted: 3.1097371033193486 Movie Vector: [1.9230073209431817, -0.11574921886525562] User Vector: [1.545193372128824, 0.048549805489964806] Predicted: 2.965798564815087 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [2.018409417010153, 0.1601991885576657] Predicted: 3.59235951467089 Movie Vector: [1.9494199202700218, -0.09182142795297464] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.758990677560589 Movie Vector: [1.6723034031615664, -0.7587383527238014] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.1940638082925257 Movie Vector: [2.19242671816241, -0.32234072690480275] User Vector: [2.0826457752430625, -0.6097401301094367] Predicted: 4.762592318873461 Movie Vector: [1.6759077647602743, 0.07005552864557194] User Vector: [2.6306746910392476, 0.6684557997864599] Predicted: 4.455597165701249 Movie Vector: [1.40316655876964, -0.25524594559636743] User Vector: [2.036116731097226, -0.5325517699574831] Predicted: 2.9929425869288 Movie Vector: [1.410685255530321, -0.15904428719118097] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 2.5927265643209494 Movie Vector: [1.838439776522516, -0.16256009489590714] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted: 4.312501185946221 Movie Vector: [1.0958604538197518, -0.7647040404679701] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 2.351736747410859 Movie Vector: [1.40096244326626, 0.19551731616025878] User Vector: [1.9533927833209928, 0.01071656607279509] Predicted: 2.738725200617065 Movie Vector: [2.1432911202956917, 0.167054519761359] User Vector: [1.6641013439396708, 0.17591160576499187] Predicted: 3.5960404625595435 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.742142036715218, 0.1037905242159839] Predicted: 2.676400098528604
avg loss: 1.1110746479087024: 39%|██████████████████▏ | 5922/15000 [00:13<00:20, 450.57it/s]
Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [1.8060747717823114, -0.38923071928267566] Predicted: 3.5120679872413447 Movie Vector: [2.0670171340617065, 0.2754372696960869] User Vector: [2.160984594552471, -0.7311409462909574] Predicted: 4.265408717373953 Movie Vector: [2.204067653562915, -0.22942908646161844] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 4.014587972638368 Movie Vector: [1.3528155702065843, -1.1432516487831943] User Vector: [1.7251063815226626, -0.40558902205740216] Predicted: 2.7974410913820864 Movie Vector: [1.8520859430030179, -0.6482395483540632] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.988242393830238 Movie Vector: [1.0729395728650206, -1.1056013289157745] User Vector: [1.9703222276513424, -0.5800864021889357] Predicted: 2.7553809864887446 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [1.8662142481012258, -0.07664346323443683] Predicted: 4.386587145998543 Movie Vector: [1.9331476570338288, 0.05116307093491366] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 3.706828379170228 Movie Vector: [1.370235693321964, -0.6870527057872677] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 2.5752690048463123 Movie Vector: [2.0772547465031566, -0.07674387546325612] User Vector: [2.0115976200975854, -0.2612966962862348] Predicted: 4.1986536255209135 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [2.1339144956964415, -0.3849659876467663] Predicted: 4.708947773801629 Movie Vector: [2.0385736041765163, 1.326694585994686] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 4.141161196657742 Movie Vector: [1.349690501960628, -0.16929645377493346] User Vector: [1.8209932213788291, -0.10880045728029027] Predicted: 2.4761967866163372 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 4.417954399009854 Movie Vector: [1.8204588754648952, -1.1696233385936898] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 3.8496179624200786 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 3.441724930750155 Movie Vector: [1.9422724248205496, -0.17161941987791815] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 3.1385993250898965 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.9998480154134155, -0.6881237722684365] Predicted: 3.6688520008206975 Movie Vector: [1.5538325330298186, -0.6990483851886159] User Vector: [1.7870744721303191, -0.15204016041868978] Predicted: 2.883097882367683 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 4.027387958706837 Movie Vector: [1.781099919539073, -0.5546969791488863] User Vector: [2.1914515711227276, 0.14812243091448726] Predicted: 3.82103115202801 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [1.7270524566981356, -0.532335474415895] Predicted: 3.0258489006117464 Movie Vector: [1.6077369951723282, 0.43182239636323505] User Vector: [2.170909631932713, -0.08762969093567724] Predicted: 3.452411265301751 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [1.653461496620294, 0.07074019122073597] Predicted: 3.393865158232086 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.7767268716369797, -0.6645030222103375] Predicted: 4.21696094628761 Movie Vector: [1.621964533478297, -0.07871363512179512] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 2.9736210225603936 Movie Vector: [1.6818821569039426, -0.6161754363352977] User Vector: [1.9890278513650674, -0.21713282519969265] Predicted: 3.4791023661060305 Movie Vector: [1.5853956944224317, -0.14467591199019425] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.1016664988924454 Movie Vector: [1.6827171455712782, 0.10590850310509016] User Vector: [1.697150237002946, -1.2396315099440334] Predicted: 2.7245362847951404 Movie Vector: [1.195904391644385, -0.2710452330145664] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.193585621556426
avg loss: 1.1098888122535122: 40%|██████████████████▎ | 5984/15000 [00:13<00:20, 449.02it/s]
Movie Vector: [2.1608838507200803, 0.8286746535175306] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.048709668555361 Movie Vector: [2.37439663514589, -0.2279010463182179] User Vector: [1.9947721347518315, -0.33884245159255566] Predicted: 4.813602793892507 Movie Vector: [2.0373879691815744, -0.7344679261704412] User Vector: [1.7405515824986213, -0.19827852825599784] Predicted: 3.691808073374952 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [1.7388681688745868, 0.5320368501491398] Predicted: 3.118426857427975 Movie Vector: [1.4406371078863265, 0.7087619867668232] User Vector: [2.1271362789260797, -0.18602315569798084] Predicted: 2.932585315535015 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 4.686877058758529 Movie Vector: [1.6768298477045251, -0.6314519217413754] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 3.621305019979475 Movie Vector: [1.9566414531455514, 0.5359379895560279] User Vector: [1.5566229437740597, -0.12274483706229472] Predicted: 2.9799693575022337 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.788615894013743, -0.5038883945190014] Predicted: 2.6343753476144314 Movie Vector: [2.115129574398375, -0.20424271162797178] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 3.711323060458077 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 3.7556389285554292 Movie Vector: [1.6893403465044385, -0.8894185644490488] User Vector: [1.5334044862293918, -0.02794243718461602] Predicted: 2.6152945884661705 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.841330210975471, -0.8023356806161785] Predicted: 3.5713023775422497 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.9947721347518315, -0.33884245159255566] Predicted: 4.206168241402519 Movie Vector: [1.23943508694282, -1.302885615574867] User Vector: [1.9424183192522604, -0.6549530094865575] Predicted: 3.2608302733392565 Movie Vector: [2.09696949094987, -0.5503043390957515] User Vector: [1.650549826745458, -0.22680160072556727] Predicted: 3.585962534970961 Movie Vector: [1.5538325330298186, -0.6990483851886159] User Vector: [2.14320798336749, -0.7313013877966401] Predicted: 3.8414013438310715 Movie Vector: [2.121738904698978, -0.9686766661314018] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 4.873498676790515 Movie Vector: [1.4950324119217762, -0.4161321939760335] User Vector: [1.090895628316595, -0.7171496014488762] Predicted: 1.9293533594170393 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 3.500294420472173 Movie Vector: [2.007106549398946, 0.0316232632055424] User Vector: [1.636531851177322, -0.706875038778168] Predicted: 3.2623401013932742 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.7936425387143813, -0.14482574213355032] Predicted: 3.874092475539508 Movie Vector: [1.560837111353663, -0.30012129117958086] User Vector: [1.7870744721303191, -0.15204016041868978] Predicted: 2.834962646109767 Movie Vector: [1.3515473397873417, -0.8486137294898998] User Vector: [1.1976758297532073, -0.08112767094073536] Predicted: 1.6875616370323914 Movie Vector: [1.8318193196306891, -0.2856503109483393] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 4.31756518475145 Movie Vector: [1.6077369951723282, 0.43182239636323505] User Vector: [2.064697906880585, 0.741892363597128] Predicted: 3.6398569470388833 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [2.102619734384346, 0.4575528944027807] Predicted: 4.322642269428509 Movie Vector: [1.9501350434911768, 0.4150302252415625] User Vector: [2.1584088730170414, -0.5609944684766827] Predicted: 3.9763591208416815 Movie Vector: [2.099474763960621, -1.2499332254862274] User Vector: [1.989935137504654, -0.18930172695876063] Predicted: 4.414433121277206 Movie Vector: [1.878892690553185, -0.5445128809941834] User Vector: [1.5613982447944652, -0.4902108406818976] Predicted: 3.200625866341174 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.891608016269917, 0.015903773252918384] Predicted: 4.318564679653756 Movie Vector: [2.2327455431578236, -0.08773890155464] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.6880800522937496 Movie Vector: [2.37439663514589, -0.2279010463182179] User Vector: [1.8524531597765284, -0.48767752870099046] Predicted: 4.509600768395599 Movie Vector: [2.237171949065548, -0.2260485805652315] User Vector: [1.9850876598674718, -0.683056568559991] Predicted: 4.595386396860423 Movie Vector: [1.8458275768206156, -0.6431840587679413] User Vector: [2.0127799254805336, -0.5708788721418232] Predicted: 4.082424882571955 Movie Vector: [2.308303475421929, 0.027852208678071817] User Vector: [1.68847779149311, -0.3633753972467391] Predicted: 3.8873983468836952 Movie Vector: [1.8951908440092358, -0.253951089320446] User Vector: [1.7667568187027822, -0.19060964516619172] Predicted: 3.3967468734213364 Movie Vector: [2.308303475421929, 0.027852208678071817] User Vector: [1.9950233022794863, -1.0942906568559652] Predicted: 4.574640810470255 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.8072488964016287, -0.45675580032001106] Predicted: 3.230175757259746 Movie Vector: [2.0007711880948142, -0.35300551994944374] User Vector: [2.1969979937771766, -0.29842952484937546] Predicted: 4.501037555839204 Movie Vector: [1.8657891769864048, -1.0926611313456578] User Vector: [2.20244464927847, -0.07382252398363548] Predicted: 4.189960392110139 Movie Vector: [1.1981937448647864, -0.4065833155694203] User Vector: [1.7419638997321962, -0.5662167503050309] Predicted: 2.3174245321093494 Movie Vector: [1.5151633973782457, -0.3565929162317552] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 2.6329334611729887 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [1.9070063769937782, -0.14121842281693622] Predicted: 4.4413974506271146 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 2.4863837029825118 Movie Vector: [1.5463738656848502, -0.9631289412445484] User Vector: [1.8291934855477083, -0.7140571746773283] Predicted: 3.516346131967004 Movie Vector: [2.128516274291069, -0.1842593810161962] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 4.198211729951168 Movie Vector: [1.9093671899210538, -0.40824571119762365] User Vector: [1.5766172300316084, -0.1953704939365179] Predicted: 3.0901003763307124 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.7254039452916026, -0.4439376920174683] Predicted: 3.172908250288093 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [1.6641013439396708, 0.17591160576499187] Predicted: 3.0974431888655007 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.6792093722153458, -0.04623065255348902] Predicted: 2.7021102502320473 Movie Vector: [1.446779386036568, -0.2842877378143358] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 2.8787366335658993 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.7101018870178413, -0.3176789525751061] Predicted: 3.0392806408099093 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 4.163300918766404 Movie Vector: [1.781861140000281, 0.18843905722518073] User Vector: [1.8209932213788291, -0.10880045728029027] Predicted: 3.224254801783298 Movie Vector: [2.1562017985676447, 0.07224579110489042] User Vector: [1.6547732185129373, -0.05894702445312652] Predicted: 3.56376631556427 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [2.0853752372472396, -0.049667606626110306] Predicted: 3.810828086864241 Movie Vector: [2.196565556948703, -0.06235416079223832] User Vector: [1.676252516129224, -0.4218445511207924] Predicted: 3.7083023046479693 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.6178491745574735, 0.3111884609673037] Predicted: 2.575637531431219 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.9706858814190373, -0.3174087267554159] Predicted: 3.8766531899017584 Movie Vector: [2.012896938303164, -0.3626896790577345] User Vector: [1.3779690374088331, -0.17517428100719462] Predicted: 2.837243560234467 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.680780664650617, -0.3853032984569571] Predicted: 2.52705803254461 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.6207888108432957, -0.18092291414973943] Predicted: 3.1712387325094507 Movie Vector: [1.8086623814324931, -0.27755706031115573] User Vector: [2.1019489486493206, -0.23459484603602573] Predicted: 3.866829446943513 Movie Vector: [2.0007711880948142, -0.35300551994944374] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted: 4.800627845682762 Movie Vector: [2.396459188497876, -0.37635785553134504]
avg loss: 1.1092065047644701: 40%|██████████████████▌ | 6047/15000 [00:13<00:18, 473.18it/s]
User Vector: [1.7187207136676823, 0.19824939118164697] Predicted: 4.044231331005025 Movie Vector: [1.836114164191379, -0.12849261525758277] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 4.204268780693751 Movie Vector: [0.8260336181873007, 0.5612709834811478] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 0.6966876989803757 Movie Vector: [1.47911912186747, -0.2825586623834966] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 2.6888227628075514 Movie Vector: [1.7041635457932187, -0.5363550607035742] User Vector: [1.909639317737961, 0.008305674579800066] Predicted: 3.249882920309034 Movie Vector: [1.5013566190128602, -0.6408150551575047] User Vector: [2.150093651036587, -0.8476469412520341] Predicted: 3.771242255893819 Movie Vector: [2.0632908338153224, -0.20704653269540357] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 4.2652291879626905 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [2.252427691332857, -0.6293493846258157] Predicted: 4.668011968825076 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [2.04250380998718, -0.28307979623562146] Predicted: 4.109905536026121 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.8330430384781944 Movie Vector: [2.1060240789290523, -0.013470813941922824] User Vector: [1.99687794118049, 0.15999071398092118] Predicted: 4.203317821667911 Movie Vector: [1.9751016023630206, -0.18401787707053655] User Vector: [1.947971460232013, -0.2147619026976715] Predicted: 3.886961581871737 Movie Vector: [1.4646456724417067, -0.5669092860562738] User Vector: [1.650549826745458, -0.22680160072556727] Predicted: 2.546046594435895 Movie Vector: [2.2530568764792824, -0.022514607488438105] User Vector: [2.2884410614338506, -0.3900801280670147] Predicted: 5.164770370853554 Movie Vector: [1.5524008678656336, -0.213702584045803] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.019972739227827 Movie Vector: [1.8511192102632466, -0.7971227180877938] User Vector: [2.1285623392338735, -0.5402928717183278] Predicted: 4.37090235886627
avg loss: 1.1085473763343119: 41%|██████████████████▋ | 6109/15000 [00:13<00:17, 503.59it/s]
[1.6057236657794214, -0.82076135230081] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.4922465917768175 Movie Vector: [2.49570930250012, -0.005645386106913286] User Vector: [1.8520137860053414, -0.4902941747970307] Predicted: 4.624855934014696 Movie Vector: [2.0383726458111227, -0.035537987935800354] User Vector: [1.9846051200122803, -0.4582671211746917] Predicted: 4.061650680793413 Movie Vector: [1.8589832156404233, -0.9940592189786491] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 4.263510308612557 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.5833052113679706, -0.6336597303423231] Predicted: 2.8884191169195863 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.7829668288677687 Movie Vector: [2.007106549398946, 0.0316232632055424] User Vector: [1.76738540525505, 0.20311047297153498] Predicted: 3.5537538381461027 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.9141433877889746, -0.1527608448025703] Predicted: 4.332954504223982 Movie Vector: [1.6353010323247341, -0.2514845089011287] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 3.262701558363093 Movie Vector: [2.110884178815529, -0.6365747164404252] User Vector: [1.5482745914979554, 0.25069951817388364] Predicted: 3.108639364961819 Movie Vector: [1.6534839077715442, -0.666253424284121] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.154378985922527 Movie Vector: [1.672499629286599, -0.4436640767774616] User Vector: [2.4309167680856567, -0.4643732596398072] Predicted: 4.2717331269680745 Movie Vector: [1.7800885782462972, -0.5297094254558915] User Vector: [1.6345461024102081, -0.44919686302838024] Predicted: 3.147580659748766 Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.4683342772856274, -0.25801470880373245]
avg loss: 1.1095714413069162: 42%|███████████████████ | 6233/15000 [00:13<00:16, 528.51it/s]
Predicted: 3.4253338027745035 Movie Vector: [1.4852752803208158, -1.4249685909059646] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 2.6065103299052432 Movie Vector: [1.429526685477004, -0.4885837605609398] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 2.6212185567634885 Movie Vector: [1.1339213065215785, -0.6863334274907571] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 1.703771715698488 Movie Vector: [1.8552682397848788, -0.12188035926057286] User Vector: [2.067515044419001, 0.6376012262971942] Predicted: 3.758083930661912 Movie Vector: [2.2941544163691883, -0.20700426585462686] User Vector: [1.9649048434551217, -0.3259015205357911] Predicted: 4.575258129357194 Movie Vector: [1.7827330527884322, -0.6425195427436736] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 3.002093975660399 Movie Vector: [2.012896938303164, -0.3626896790577345] User Vector: [1.9974106938933418, -0.3650780230452233] Predicted: 4.152991901281211 Movie Vector: [0.9838905941449161, -0.10334288027496155] User Vector: [1.8342591178852932, 0.8210178013082072] Predicted: 1.7198639489676846 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 3.996606628248986 Movie Vector: [1.1724449688075287, -0.1693792000212057] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 2.0985285781957623 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [2.12998570440603, 0.3238003433774746] Predicted: 4.270391242711019 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.7667513921408562, -0.31110591598243237] Predicted: 3.275003450998656 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 3.3939628338078114 Movie Vector: [1.8589832156404233, -0.9940592189786491] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 3.8434715758191134 Movie Vector: [2.1745648143971907, -0.447393500285967] User Vector: [1.6207888108432957, -0.18092291414973943] Predicted: 3.6054540554718844 Movie Vector: [1.3312040958704128, -1.0775369137470416] User Vector: [1.6527642571523944, -0.6522404501911481] Predicted: 2.902979710349438 Movie Vector: [2.1219721388736588, -0.4697575188410676] User Vector: [1.7166784646825506, -0.2863604061639677] Predicted: 3.777263827354686 Movie Vector: [1.5402197680705503, -0.6478401684633507] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.869237465749283 Movie Vector: [1.7802415971692647, 0.10353001111996832] User Vector: [1.8291934855477083, -0.7140571746773283] Predicted: 3.1824799850084298 Movie Vector: [1.5020286512596324, -0.4302425454275446] User Vector: [2.115336593541965, 0.15864667925223366] Predicted: 3.109039619452875 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 3.8168066477652376 Movie Vector: [1.0980581892568184, -0.5507743247805033] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 2.770289545125166 Movie Vector: [1.854899290357833, -0.4406230808543959] User Vector: [1.8805729334337238, -0.2482160855397346] Predicted: 3.5976431360204986 Movie Vector: [1.734573001072952, -0.5849079502783108] User Vector: [1.4764374501698296, -0.19223681069115128] Predicted: 2.6734293777469795 Movie Vector: [2.1796570140822307, -0.827696522815987] User Vector: [1.7870744721303191, -0.15204016041868978] Predicted: 4.021052519973084 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.9066580271657942, -0.10472644759570338] Predicted: 4.503900283182405 Movie Vector: [1.603388954180035, 0.19950208065194894] User Vector: [1.6638132389279163, -0.3801742389044356] Predicted: 2.591894217443823 Movie Vector: [1.617364839178944, -0.4833551637690619] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.3679225931318169 Movie Vector: [1.8812265162720057, 0.0945536211254059] User Vector: [1.9665548449135473, -0.13034425425709434] Predicted: 3.6872105987216477 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.7740227182123474, -0.6692773292578069] Predicted: 3.2053296776893854 Movie Vector: [1.4497151598763554, -0.32515951426893736] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 2.488947063256562 Movie Vector: [1.47911912186747, -0.2825586623834966] User Vector: [2.04297628943107, -0.4596955694700851] Predicted: 3.1516962604324337 Movie Vector: [1.0861510789740305, -0.622989300619] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 0.9193561857270995 Movie Vector: [1.8173085910302127, -0.8735503732970417] User Vector: [1.4064390731696634, -0.7260046730082179] Predicted: 3.190135463553525 Movie Vector: [1.5489602919740804, 0.3090258559115347] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 2.5193314167683716 Movie Vector: [1.493986160336092, 0.3049914392804286] User Vector: [2.188009574351873, -0.31441444357253767] Predicted: 3.172962309088818 Movie Vector: [2.308303475421929, 0.027852208678071817] User Vector: [2.0415232547795066, -0.32353308251479834] Predicted: 4.703444113233761 Movie Vector: [2.052316808463089, 0.11208202538880929] User Vector: [1.9867648243529912, -0.4177675170546357] Predicted: 4.030646614029723 Movie Vector: [1.4950324119217762, -0.4161321939760335] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted: 3.6800352655812416 Movie Vector: [2.099474763960621, -1.2499332254862274] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 4.37818112328789 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.8305091946344536, -0.46975989117693917] Predicted: 3.380327257463756 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 4.334914234767418 Movie Vector: [2.0191731823632812, -0.7093870108020658] User Vector: [1.5334044862293918, -0.02794243718461602] Predicted: 3.1160312182988528 Movie Vector: [1.911503901237137, 0.11268268764829475] User Vector: [2.0259400524936186, -0.4485064435429549] Predicted: 3.822053402528124 Movie Vector: [1.6077369951723282, 0.43182239636323505] User Vector: [1.9789503294611988, -0.5232408275165411] Predicted: 2.9556845482699616 Movie Vector: [1.3772225535434153, -0.4237202898278375] User Vector: [2.062503892158161, -0.24779688640598724] Predicted: 2.9455234455776758 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 4.107738225231323 Movie Vector: [2.0012339970472968, -0.5677414816234205] User Vector: [1.5045679735380664, -1.265283343692256] Predicted: 3.729346419734213 Movie Vector: [1.382377537738194, -0.08782584539107458] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 2.2118491444527733 Movie Vector: [1.4045787636653568, -0.39081022794660675] User Vector: [1.9580678378341372, -0.3298894260362552] Predicted: 2.879184664624375 Movie Vector: [2.308303475421929, 0.027852208678071817] User Vector: [1.511841134610826, -0.22806612734523693] Predicted: 3.4834359999367828 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.5597470677458214, 0.8043235986954258] Predicted: 2.4986301017472923 Movie Vector: [1.5194469233640202, -1.6117752440373998] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 2.6355067044966933 Movie Vector: [1.9580262863332352, -0.07293087139793465] User Vector: [1.9425262146852413, 0.27815718102684306] Predicted: 3.783231144647219 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [1.8516811249699316, -0.33161081204737275] Predicted: 3.247866640966564 Movie Vector: [2.1667518809428286, 0.10044492988783937] User Vector: [1.511841134610826, -0.22806612734523693] Predicted: 3.252876535933764 Movie Vector: [1.5811508459577075, 0.28066932067142886] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 2.820909146057422 Movie Vector: [1.5934125082127215, 0.16714030748691253] User Vector: [2.1969979937771766, -0.29842952484937546] Predicted: 3.4508444812563104 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [1.881129078634934, -0.5061473292897187] Predicted: 3.316089094359612 Movie Vector: [1.635116510115541, -0.11205111198105851] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.248313109299994 Movie Vector: [1.517531954487341, 0.07152619592518261] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 3.1605380941530212 Movie Vector: [2.1667518809428286, 0.10044492988783937] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 4.137943292004692 Movie Vector: [2.211013506603744, -0.1455517879215146] User Vector: [1.4880812006812723, 0.16864504968038455] Predicted: 3.265621045124317 Movie Vector: [1.8644454769827392, -0.3116219195769168] User Vector: [1.8103089491076712, -0.04609228773224976] Predicted: 3.389585699285989 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [1.9966777509513427, 0.08403788076273142] Predicted: 3.7742025222226934 Movie Vector: [2.0758925791693326, -0.5468393418834361] User Vector: [1.9950233022794863, -1.0942906568559652] Predicted: 4.739855251096191 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.8897546310815758, -0.3324242949018927] Predicted: 4.240948980570546 Movie Vector: [1.9560849872000494, -0.31142980114633345] User Vector: [1.5411341659100255, 0.008714880716749644] Predicted: 3.0118753316290396 Movie Vector: [2.000742130328862, -0.4472147376193885] User Vector: [1.978698176154217, -0.259047404730227] Predicted: 4.074714621374034 Movie Vector: [1.6858184282601523, -1.0314952822137973] User Vector: [2.2440675280005933, -0.5281846309822381] Predicted: 4.3279103479596195 Movie Vector: [1.8643333085450255, 0.4093906974140404] User Vector: [1.5657352863782537, 0.03233299816854249] Predicted: 2.9322892754289693 Movie Vector: [1.696991473126008, -0.25081074130375003] User Vector: [1.85047714404754, 0.7754958069442586] Predicted: 2.945741256445604 Movie Vector: [1.7496079953133548, -0.4054526178117343] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 3.2803790966282604 Movie Vector: [1.6464852598576998, -1.7618358495459256] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.377962587793152 Movie Vector: [1.0481449644223262, -0.6486419833994618] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 2.1313258399057124 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 2.7300643024157036 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.976695291291039, 0.6805098521247556] Predicted: 4.140268893395266 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [2.1820151891494475, -0.22884957722430477] Predicted: 4.608991222756342 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.9424183192522604, -0.6549530094865575] Predicted: 4.577376613759821 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 4.937064511210415 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.6796355328445074 Movie Vector: [1.5463738656848502, -0.9631289412445484] User Vector: [1.8524531597765284, -0.48767752870099046] Predicted: 3.3342814955702886 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.9467403723629035, -0.46990215887016185] Predicted: 3.8524107407576724 Movie Vector: [1.8501675688606067, 0.17141493793154813] User Vector: [1.7251063815226626, -0.40558902205740216] Predicted: 3.122211862886016 Movie Vector: [2.052984794065869, 0.7003818618670283] User Vector: [2.2086186803389736, -0.5438921925928388] Predicted: 4.153328340122626 Movie Vector: [1.4809959562172064, 0.06723738374238981] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 2.715626147811808 Movie Vector:
avg loss: 1.1073861694902207: 42%|███████████████████ | 6233/15000 [00:13<00:16, 528.51it/s]
[1.5362722534540136, -0.7155584269010498] User Vector: [1.8805729334337238, -0.2482160855397346] Predicted: 3.0666851299312006 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.4764374501698296, -0.19223681069115128] Predicted: 3.5318109869803624 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [1.7593370843446536, -0.9178001429404077] Predicted: 3.808892535663411 Movie Vector: [1.7177487586058129, -0.6311014935022031] User Vector: [1.6207888108432957, -0.18092291414973943] Predicted: 2.8982886891169346 Movie Vector: [1.9020487806928803, -0.18605665198494706] User Vector: [1.7005426294038113, -0.9461675770998745] Predicted: 3.410555806385696 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [2.0288373038084644, 0.438764144431396] Predicted: 4.156839137328245 Movie Vector: [1.8950138490138622, 0.7672541872640006] User Vector: [1.788615894013743, -0.5038883945190014] Predicted: 3.002841409113915 Movie Vector: [1.9826927166211807, -0.04092548029397369] User Vector: [1.74025445277755, -0.4495794753043734] Predicted: 3.468789084546771 Movie Vector: [2.115129574398375, -0.20424271162797178] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.665553141156772 Movie Vector: [2.1287308111689875, 0.08667650431631954] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.523086304410642 Movie Vector: [1.5985652180134604, -0.6838518047021529] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 3.2394341595010308 Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.7142418540817335, -1.1988601553548854] Predicted: 4.213688377939554 Movie Vector: [2.2323177136585, 0.0471535745751156] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 4.2574089122323535 Movie Vector: [1.47911912186747, -0.2825586623834966] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 2.6884032468662786 Movie Vector: [1.2995078983115338, -0.27629080282861634] User Vector: [2.0127799254805336, -0.5708788721418232] Predicted: 2.773351992626813 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.5552315077411316, -0.3912445954190884] Predicted: 3.2854362254032763 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [1.9860087034023675, -0.20199937428181758] Predicted: 4.457056486945845 Movie Vector: [2.1670135038063516, -0.5838310498356764] User Vector: [2.0685139845127702, -0.5031963667322207] Predicted: 4.776279400314226 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [2.045682698957364, 0.023164510284299757] Predicted: 4.020861201531131 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 4.032132972226504 Movie Vector: [2.156506566665706, -0.3281620566182745] User Vector: [1.5566229437740597, -0.12274483706229472] Predicted: 3.3971477982409
avg loss: 1.1069187742038162: 42%|███████████████████▍ | 6350/15000 [00:13<00:16, 539.59it/s]
Movie Vector: [0.9051459182778412, -0.7924206496640173] User Vector: [2.0049696735333704, 0.008959365547655647] Predicted: 1.8076905300017354 Movie Vector: [2.0338085533382895, -0.8625813187844892] User Vector: [1.5043682311182343, -0.5384735116414142] Predicted: 3.5240741676208236 Movie Vector: [2.112862035041769, -0.11751659874861638] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.503126722857198 Movie Vector: [1.4805738795562935, -0.7459625573131012] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.0873285108274504 Movie Vector: [1.8482374031105422, -0.931721482239024] User Vector: [1.9683281023663697, -0.29745275704851404] Predicted: 3.9150807440804467 Movie Vector: [1.9826927166211807, -0.04092548029397369] User Vector: [1.9906916213618773, 0.6975059582749347] Predicted: 3.918384012362693 Movie Vector: [1.8829295853040846, 0.6895341141388973] User Vector: [2.246560461009298, 2.403715706143512] Predicted: 5.887559137286211 Movie Vector: [1.4277280041100955, 0.3302091516548401] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 2.9859882738495633 Movie Vector: [1.0861510789740305, -0.622989300619] User Vector: [1.9178513927588994, -0.7225525087602811] Predicted: 2.533218841649997 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [1.9665548449135473, -0.13034425425709434] Predicted: 4.626363647567804 Movie Vector: [2.143762400954718, -0.5008146027551863] User Vector: [1.9947721347518315, -0.33884245159255566] Predicted: 4.446014748744074 Movie Vector: [1.6077369951723282, 0.43182239636323505] User Vector: [1.8516811249699316, -0.33161081204737275] Predicted: 2.8338192723582196 Movie Vector: [1.7875146380010518, -0.28703810203374014] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.2622497036512232 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.9925997991812672, -0.6583839199822253] Predicted: 4.690762914260879 Movie Vector: [1.6944648513077911, -0.4249338843689366] User Vector: [1.8324095431745397, -0.06658291443575934] Predicted: 3.1332469005740156 Movie Vector: [1.8501675688606067, 0.17141493793154813] User Vector: [1.9494663358904873, -0.40451784302428034] Predicted: 3.5374989902958873 Movie Vector: [2.225573496430056, -0.17722320881919837] User Vector: [2.1285623392338735, -0.5402928717183278] Predicted: 4.833024364126133 Movie Vector: [1.282262628098937, -0.5070309811313742] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 2.6044326996948692 Movie Vector: [2.246412010249143, -0.2969295041236252] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.352259460122087 Movie Vector: [1.3766834596003052, 0.6049294035699169] User Vector: [1.415769928559808, -1.6219359958057444] Predicted: 0.9679102686764453 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.41775633406093, 0.24675472041351867] Predicted: 2.2859311183054105 Movie Vector: [1.9560193217380684, -0.2866326327828231] User Vector: [2.2086186803389736, -0.5438921925928388] Predicted: 4.475998064207574 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 3.9809741921963124 Movie Vector: [2.128516274291069, -0.1842593810161962] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 4.150266469699843 Movie Vector: [1.7204755325643482, -0.23468899067451113] User Vector: [2.225431113113692, -0.17017139891849362] Predicted: 3.8687371333734 Movie Vector: [2.019633459590231, -0.5328039174080391] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.7828810238858646 Movie Vector: [1.3356728121596257, -0.8794776914575538] User Vector: [1.9533927833209928, 0.01071656607279509] Predicted: 2.5996686513606146 Movie Vector: [2.006831368190188, 0.14207116678600198] User Vector: [1.59696650709433, -0.15616879053849542] Predicted: 3.182655398098657 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [1.9259816621903754, -0.6461479134866261] Predicted: 4.276654405743009 Movie Vector: [2.1483339057462665, -0.0013198237006838906] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 3.761373898819217 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.487224172346569, -0.4592742303812285] Predicted: 3.26345719286254 Movie Vector: [1.9496534501015486, 0.47632411179393275] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 3.506616630126587 Movie Vector: [1.9875531381622484, 1.0475095431282035] User Vector: [1.8285777548011533, -0.13585662474578256] Predicted: 3.4920843440103164 Movie Vector: [1.8252822470838397, -0.3111938497965694] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 3.3141739387111135 Movie Vector: [1.1100315549446895, 0.2713672230317705] User Vector: [1.5183429664981487, -0.567149271749701] Predicted: 1.5315028811220652 Movie Vector: [2.109055318168231, -0.3518704228197282] User Vector: [1.680780664650617, -0.3853032984569571] Predicted: 3.680436233997603 Movie Vector: [2.0007711880948142, -0.35300551994944374] User Vector: [1.476637763919697, -0.6916463023128842] Predicted: 3.1985692558723517 Movie Vector: [1.8307969919348315, -1.0024217294865967] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 3.475817688066397 Movie Vector: [2.081821346671856, -0.6957586771577933] User Vector: [2.059270291587967, -0.28758539579804243] Predicted: 4.487122886145352 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 2.8049261192393478 Movie Vector: [1.2428339001529585, -1.9689752892914993] User Vector: [1.8002239134323645, -0.5076913087591076] Predicted: 3.2370109490145116 Movie Vector: [1.5898890346667263, 0.15841025808515236] User Vector: [2.069909416238754, -0.07676335158232062] Predicted: 3.278766181295763 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [1.2337113944218876, -0.16693054805629065] Predicted: 2.307673081484709 Movie Vector: [1.8184677938644058, -0.32336162194656665] User Vector: [1.2277290379021426, -0.7809054749910865] Predicted: 2.4851005759972504 Movie Vector: [1.9772667548119816, -0.20644272780085746] User Vector: [1.6792093722153458, -0.04623065255348902] Predicted: 3.3297888480712574 Movie Vector: [1.818197812119801, -0.38663818043537324] User Vector: [1.5334044862293918, -0.02794243718461602] Predicted: 2.798836295026957 Movie Vector: [1.6901711298224895, -0.3252630482861306] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 3.165676269043978 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 3.895714219427744 Movie Vector: [2.0466328595659427, -0.11268299167768095] User Vector: [1.7978664839516965, -0.10462984068716039] Predicted: 3.691362626635216 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.487224172346569, -0.4592742303812285] Predicted: 3.3323159540001783 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.2872112527207804, -1.296670414646349] Predicted: 2.452558913523426 Movie Vector: [2.308303475421929, 0.027852208678071817] User Vector: [2.04297628943107, -0.4596955694700851] Predicted: 4.7030057321690695 Movie Vector: [2.109055318168231, -0.3518704228197282] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.79094239439427 Movie Vector: [2.2001549026030367, -0.8347121639548392] User Vector: [1.6641013439396708, 0.17591160576499187] Predicted: 3.5144451731843023 Movie Vector: [2.128516274291069, -0.1842593810161962] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 3.4381088651958636 Movie Vector: [1.3574374239905875, -0.5945090642727763] User Vector: [1.8060747717823114, -0.38923071928267566] Predicted: 2.683034676449532 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [2.1990329034094027, -0.16817237266981933] Predicted: 3.575091028854795 Movie Vector: [1.091556349141549, -1.6572590192434251] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 1.8370115994971576 Movie Vector: [1.5708422001087885, -0.7444034666371284] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 2.8080382412916483 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.8891151105725394, 0.03743980396446343] Predicted: 3.5963201519644614 Movie Vector: [2.0907288372032915, -0.08144401814931428] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.6642105661801976 Movie Vector: [1.6673234836608612, -0.6844207684099827] User Vector: [2.195542331539001, 0.10308002174962065] Predicted: 3.5901291810529035 Movie Vector: [2.1608838507200803, 0.8286746535175306] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 3.104571521887894 Movie Vector: [1.9702801063647088, 0.08503140773879364] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 3.7784832308190643 Movie Vector: [2.1172757277302474, -0.42071542341158036] User Vector: [1.9196582207679043, -0.15161328177874756] Predicted: 4.128231802408081 Movie Vector: [2.0315779108242333, -0.27108854228052076] User Vector: [1.7507292968097203, -0.16880337840604162] Predicted: 3.6025036290155916 Movie Vector: [1.9816419776050513, -0.4678442154587884] User Vector: [1.8901450313100678, -0.5891458257204384] Predicted: 4.021219204430643 Movie Vector: [2.006831368190188, 0.14207116678600198] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 3.447626618863304 Movie Vector: [1.5194540411310815, -0.6251510973631453] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 3.0119176047251894 Movie Vector: [1.9501350434911768, 0.4150302252415625] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 3.612893498219819 Movie Vector: [1.7263330698443433, -0.07100728271789547] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.397987665687688 Movie Vector: [2.37439663514589, -0.2279010463182179] User Vector: [1.74025445277755, -0.4495794753043734] Predicted: 4.234513949797729 Movie Vector: [1.3265277594203206, 0.08445607892468994] User Vector: [2.062503892158161, -0.24779688640598724] Predicted: 2.7150407134646595 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 3.7735420480579784 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [2.0397740189147338, -0.3568969776845044] Predicted: 3.919644882653227 Movie Vector: [2.335870256966165, -0.24082947254355386] User Vector: [1.4888236186885075, -0.9611543907016505] Predicted: 3.7091731137088195 Movie Vector: [2.0962086833775353, 0.262854417088801] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 4.491750583966986 Movie Vector: [1.3263388408277228, -1.0496742599141256] User Vector: [1.7889678528935513, -0.15984062504768543] Predicted: 2.5405581380860336
avg loss: 1.106621354535665: 42%|███████████████████▉ | 6350/15000 [00:14<00:16, 539.59it/s]
Movie Vector: [1.670661920136855, -0.32526696672308103] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 3.2115058626718023 Movie Vector: [2.2865662600918424, 0.7093314294254223] User Vector: [1.9409533104235905, -0.680415645996368] Predicted: 3.955478149250124 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.7681136390347125, -1.0225366167463168] Predicted: 3.9664863448885135 Movie Vector: [2.29513000419571, -1.099903011607476] User Vector: [1.7524399329742475, 0.3167267833710974] Predicted: 3.6737087278332954 Movie Vector: [1.9560193217380684, -0.2866326327828231] User Vector: [1.090895628316595, -0.7171496014488762] Predicted: 2.3393714053492936 Movie Vector: [2.0404720306396484, -0.8701801300048828] User Vector: [1.5791837526448946, -0.14643531161500048] Predicted: 3.349705377010915 Movie Vector: [2.211013506603744, -0.1455517879215146] User Vector: [2.0259400524936186, -0.4485064435429549] Predicted: 4.544661734384887 Movie Vector: [1.532461159875504, -0.4972726019189081] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 2.5629321350779266 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 4.413433811928564 Movie Vector: [1.6077369951723282, 0.43182239636323505] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.2830488271615392 Movie Vector: [1.7186820687265516, -0.3725139017600804] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.46490483762396
avg loss: 1.1073061967712576: 43%|███████████████████▋ | 6405/15000 [00:14<00:18, 469.72it/s]
Movie Vector: [1.9580262863332352, -0.07293087139793465] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 4.164426066785526 Movie Vector: [1.5151633973782457, -0.3565929162317552] User Vector: [1.855849544179545, -0.026051976978707914] Predicted: 2.821205250826388 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 4.673313730257161 Movie Vector: [2.07699886259049, -0.14563954157474912] User Vector: [1.5657352863782537, 0.03233299816854249] Predicted: 3.247321445894424 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [1.3768707330847134, -1.1836904318552477] Predicted: 3.1886976657464245 Movie Vector: [1.7983019963164337, -0.9022817340468132] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 2.9523208322232843 Movie Vector: [2.0699721074228568, -0.4385792679732663] User Vector: [2.1990329034094027, -0.16817237266981933] Predicted: 4.625693689461421 Movie Vector: [1.9675795942883392, -0.1386825942678141] User Vector: [1.8673332004960785, -0.329666554634913] Predicted: 3.719845714073322 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [1.476637763919697, -0.6916463023128842] Predicted: 3.03109109825221 Movie Vector: [1.9572796839774989, -0.022711296838435154] User Vector: [2.1820151891494475, -0.22884957722430477] Predicted: 4.276011470532224 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.5043682311182343, -0.5384735116414142] Predicted: 3.3960268678676098 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [1.82574726439552, 0.10708220326924495] Predicted: 3.922182138942007 Movie Vector: [1.9297723949449737, -0.49745590871514683] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 3.2526408177848576 Movie Vector: [1.2453074326756268, -0.4450340377247955] User Vector: [2.0280117253366083, -2.0036172593721138] Predicted: 3.417175954108461 Movie Vector: [1.5433656564991398, -0.7441199472264935] User Vector: [1.927046200247201, 0.27461212970168536] Predicted: 2.7697925604873213 Movie Vector: [1.3528155702065843, -1.1432516487831943] User Vector: [1.7740227182123474, -0.6692773292578069] Predicted: 3.165077965265072 Movie Vector: [2.012896938303164, -0.3626896790577345] User Vector: [1.5504574641758255, -0.3259437034928651] Predicted: 3.2391274998195234 Movie Vector: [1.4280004540719484, -0.9887778408638692] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 2.4564768394626926 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 2.660716071593541 Movie Vector: [2.1060240789290523, -0.013470813941922824] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.4524980779805046 Movie Vector: [1.4621868443507444, -0.18896150040964657] User Vector: [1.6146723561563823, 0.42031408565746425] Predicted: 2.2815294968395388 Movie Vector: [1.8798592618270427, -0.27944013517580135] User Vector: [1.8703847132670193, -0.15963838528937294] Predicted: 3.5606693983792326 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [1.9424183192522604, -0.6549530094865575] Predicted: 3.7771674035273706 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [2.0254547726211336, -0.18090221073606963] Predicted: 3.6411938397939276 Movie Vector: [1.541346206905355, 0.11995489579417631] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 3.289148400455033 Movie Vector: [1.8482374031105422, -0.931721482239024] User Vector: [2.1101914671249804, -0.7962867441049659] Predicted: 4.642052262769864 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 4.421337458010543 Movie Vector: [1.4407734587358774, -0.7518144416351119] User Vector: [1.6583288547713988, -0.3116687422462166] Predicted: 2.6235932612374513 Movie Vector: [1.958806325806316, 0.20666428582572574] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 3.1437866176188787 Movie Vector: [1.725619484024973, -0.36745610677899554] User Vector: [2.010756634161618, -0.4711808381253035] Predicted: 3.642939101908151 Movie Vector: [2.3641197841547923, -0.3490780023391933] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 4.097009855546075 Movie Vector: [1.7020159343510448, -0.5767595111607993] User Vector: [2.021138286701453, -0.550635059842707] Predicted: 3.7575935774357205 Movie Vector: [1.3868652356207503, -0.8004579463292563] User Vector: [1.641408155926997, -1.4134449010161578] Predicted: 3.4078151116364683 Movie Vector: [2.174959287812693, -0.7938570271453183] User Vector: [1.9066580271657942, -0.10472644759570338] Predicted: 4.230041411218686 Movie Vector: [1.878892690553185, -0.5445128809941834] User Vector: [1.5021694391956026, -0.215773302271693] Predicted: 2.939906521738583 Movie Vector: [1.9158783032020172, 0.7087565557447718] User Vector: [1.8950648758008624, -0.9896506138608051] Predicted: 2.9292923182364143 Movie Vector: [2.0870184597313557, 0.057331649746709956] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 4.213569764665357 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [2.0254160549277898, -0.5792092958813452] Predicted: 4.883639843949656 Movie Vector: [1.734573001072952, -0.5849079502783108] User Vector: [1.5021694391956026, -0.215773302271693] Predicted: 2.7318300722221083 Movie Vector: [1.9439215187632106, 0.30742630418033257] User Vector: [1.7247212113321848, -1.445235856532665] Predicted: 2.9084191585332504 Movie Vector: [1.6183437569426853, -0.40767151354443365] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 3.5232411658928657 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.2144769297964517, -0.1776026064953371] Predicted: 4.1505274963507235 Movie Vector: [1.3356728121596257, -0.8794776914575538] User Vector: [1.622048720258934, -0.1328601663938471] Predicted: 2.2833739280748993 Movie Vector: [1.809633718238195, -0.3797742499119461] User Vector: [1.896797132684989, 0.44982048907236555] Predicted: 3.2616778091318013 Movie Vector: [2.2530568764792824, -0.022514607488438105] User Vector: [1.8012595373408886, -0.19523589995759377] Predicted: 4.062735846584976 Movie Vector: [1.8289171354600278, -0.9630803829099986] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 3.31163481929227 Movie Vector: [2.0616349846438053, -0.1955877585519583] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 4.373193778327978 Movie Vector: [2.110884178815529, -0.6365747164404252] User Vector: [1.9141433877889746, -0.1527608448025703] Predicted: 4.1377786847315 Movie Vector: [1.5538325330298186, -0.6990483851886159] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 2.6057840255196254
avg loss: 1.1080922394556152: 43%|███████████████████▋ | 6405/15000 [00:14<00:18, 469.72it/s]
Movie Vector: [1.9439215187632106, 0.30742630418033257] User Vector: [1.4829441023538565, -0.540058219436666] Predicted: 2.7166988492450295 Movie Vector: [1.5321566980683694, -0.820772920976396] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.099923793925275 Movie Vector: [-0.07308485329927049, -0.5575858043382829] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: -0.05932673386373834 Movie Vector: [2.4332396028009993, 0.4068005084660177] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 4.110362690455437 Movie Vector: [1.9552772767300943, 0.06835645109684767] User Vector: [2.0397740189147338, -0.3568969776845044] Predicted: 3.963927578046697 Movie Vector: [1.8500177339262764, -0.3056800288138052] User Vector: [1.511841134610826, -0.22806612734523693] Predicted: 2.866648170287596 Movie Vector: [2.01074309510737, 0.001834918806620948] User Vector: [1.9955870290765663, -0.17530091574245524] Predicted: 4.012291176454423 Movie Vector: [1.6143445504912914, -0.03179533465903921] User Vector: [1.9726613767455612, -0.27337165772070543] Predicted: 3.1932470868573715 Movie Vector: [1.3657640127366595, -0.9682427268145414] User Vector: [2.1053399912698874, -0.12119835481848393] Predicted: 2.99274702020661 Movie Vector: [2.0466328595659427, -0.11268299167768095] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.5071152183671837 Movie Vector: [1.4351181779192814, -0.957627719189565] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 2.9404136431357917 Movie Vector: [1.7267266244344976, 0.16675483411800654] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.4256804865572343 Movie Vector: [2.108440800658397, -0.4423095341076892] User Vector: [2.0288373038084644, 0.438764144431396] Predicted: 4.083613784940932 Movie Vector: [2.0888213391238772, -0.2606435694926815] User Vector: [1.9178513927588994, -0.7225525087602811] Predicted: 4.194377579492409 Movie Vector:
avg loss: 1.1087731398424465: 43%|███████████████████▊ | 6454/15000 [00:14<00:19, 446.50it/s]
[1.9922415802786886, -0.22347051249659158] User Vector: [2.165788561750575, 0.2904735919570283] Predicted: 4.2498617443501105 Movie Vector: [1.1657128107098276, 0.21482364504899773] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 2.0125732420104625 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.909639317737961, 0.008305674579800066] Predicted: 3.880985472687313 Movie Vector: [2.4332396028009993, 0.4068005084660177] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 4.223082820479738 Movie Vector: [1.944014934324886, 0.1205848469947878] User Vector: [1.8473056012757814, -0.6293344752841111] Predicted: 3.5153014757314525 Movie Vector: [0.43520116493501776, -0.9218545304261201] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 1.2291668652081436 Movie Vector: [1.202529755526503, -0.15140077682264386] User Vector: [1.8208509420922823, 0.3517267879143393] Predicted: 2.136375729324871 Movie Vector: [2.3589887190041345, -0.15716537764148583] User Vector: [1.8484363745244479, 0.6599283029255413] Predicted: 4.256722674354476 Movie Vector: [2.4291130264482192, 0.015556271532826932] User Vector: [1.8197659317642694, 0.07106424070381695] Predicted: 4.421522624559931 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 3.212142834130197 Movie Vector: [2.1309427829289316, 0.07161056386900098] User Vector: [2.0223477619362815, -0.04446982410173719] Predicted: 4.306322858691516 Movie Vector: [1.9345282837343463, -0.05379869327718104] User Vector: [2.1584088730170414, -0.5609944684766827] Predicted: 4.205683782054414 Movie Vector: [1.9336606631272795, -0.39221490159570727] User Vector: [1.7349833199646691, -0.6386486579497909] Predicted: 3.6053565175296587 Movie Vector: [1.8654408233670177, -0.8412208792907578] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.291326184241248 Movie Vector: [1.9560193217380684, -0.2866326327828231] User Vector: [1.5613982447944652, -0.4902108406818976] Predicted: 3.1946355596292135 Movie Vector: [2.3589887190041345, -0.15716537764148583] User Vector: [1.7501218772318174, -0.5606647646521186] Predicted: 4.216634854739021 Movie Vector: [2.052316808463089, 0.11208202538880929] User Vector: [1.4405236626855127, -0.008904514995591029] Predicted: 2.95541288984248 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [2.077494007259563, -0.6006017990344314] Predicted: 4.45481792381505 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.5021694391956026, -0.215773302271693] Predicted: 2.262335333979961 Movie Vector: [1.9732431723687265, -0.23040836074473497] User Vector: [1.5833052113679706, -0.6336597303423231] Predicted: 3.270246697845797 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.4764374501698296, -0.19223681069115128] Predicted: 3.145443865613951 Movie Vector: [1.149421078305981, -0.9097787542466311] User Vector: [1.8698027020197054, -1.3143357121038357] Predicted: 3.3449453447946134 Movie Vector: [1.8991081808684855, -0.8053194833169824] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.001747672056439 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.8805729334337238, -0.2482160855397346] Predicted: 3.374984673719191 Movie Vector: [2.07699886259049, -0.14563954157474912] User Vector: [1.404336913959162, 0.5628628942805788] Predicted: 2.834831079094558 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.820924073515264, -0.031169803621183347] Predicted: 3.236275889944363 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.30058970975656 Movie Vector: [1.40427918426214, -1.2190071064646861] User Vector: [1.750267526932222, 0.7107062835676157] Predicted: 1.5915082446828641 Movie Vector: [1.136062363386906, -1.4114469033383348] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 2.789822876047773 Movie Vector: [1.4852752803208158, -1.4249685909059646] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 3.9461373557117754 Movie Vector: [1.5458992281669146, -0.6317189545972773] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 3.1325914517811646 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.6869721162131923, -0.09593383482861775] Predicted: 3.568206395483133 Movie Vector: [2.3641197841547923, -0.3490780023391933] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 4.232995435936803 Movie Vector: [2.2865662600918424, 0.7093314294254223] User Vector: [2.0288373038084644, 0.438764144431396] Predicted: 4.950300123854282 Movie Vector: [1.6826853470473861, -0.8458509869566146] User Vector: [1.4272295237144392, -0.22361287190819612] Predicted: 2.5907213748274573 Movie Vector: [2.0296690726764495, -0.7766810458713606] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 4.038165281002223 Movie Vector: [2.3523755286050627, -0.38386375646722115] User Vector: [2.09357827602376, 0.013787643410689665] Predicted: 4.91958972714501 Movie Vector: [1.814769679507277, 0.07034640974130099] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 3.8732869698807697 Movie Vector: [1.8705452883336653, -0.5378028333134514] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.5409677840713907 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [2.196420754006132, -0.513539094049974] Predicted: 5.261556704597392 Movie Vector: [1.9730581137911671, 1.234602295962476] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.3532477330233954 Movie Vector: [2.139258787577314, -0.1714955531936162] User Vector: [1.855849544179545, -0.026051976978707914] Predicted: 3.974610244011195 Movie Vector: [1.4105663930057017, -0.33142731185166274] User Vector: [2.074129223835123, -0.14381038647458105] Predicted: 2.9733596676984444 Movie Vector: [1.809633718238195, -0.3797742499119461] User Vector: [1.8291934855477083, -0.7140571746773283] Predicted: 3.581350736536109 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 4.193502393460027 Movie Vector: [1.3356728121596257, -0.8794776914575538] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 3.3193756837799215 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [1.8782618231112582, -0.8969543314150553] Predicted: 3.7271080485733865 Movie Vector: [1.6263407280281794, -0.3002409259917777] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 3.2300553590430643 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 2.9550830553624494 Movie Vector: [1.3263388408277228, -1.0496742599141256] User Vector: [1.4176708117116659, -0.789954836366878] Predicted: 2.7095071193099347 Movie Vector: [1.3508038173369652, -1.073026806352553] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 2.8011346792361325 Movie Vector: [0.8601683901120111, 1.0127132735567888] User Vector: [2.0984132236404864, -0.1503491660664477] Predicted: 1.6527281282249071 Movie Vector: [1.67439753953876, -0.39802945066083395] User Vector: [1.7974044004266645, -0.09821321908503414] Predicted: 3.0486612592705953 Movie Vector: [1.143381683044447, -0.6932236921182725] User Vector: [1.9346674081448945, -0.25549660394287477] Predicted: 2.3891795763649073 Movie Vector: [1.7515017103145092, -0.6288904603010945] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 4.115287041719661 Movie Vector: [1.4636034665603668, 0.14707563769722007] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.716245336790556 Movie Vector: [2.0373879691815744, -0.7344679261704412] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 4.277847786560754 Movie Vector: [1.805100354634295, 0.19503536554491516] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.2334022221802887 Movie Vector: [2.0670171340617065, 0.2754372696960869] User Vector: [1.6730174752058362, -0.6926650412346537] Predicted: 3.2673700190635193 Movie Vector: [1.925995020142138, 0.09941984196353673] User Vector: [1.811466378695745, -0.08588365333616443] Predicted: 3.4803366852809847 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.9607221142972724, 0.07692955061533832] Predicted: 4.370774937787623 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [2.0056332287497254, -0.29654474288197785] Predicted: 3.8296118820847576 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [2.160984594552471, -0.7311409462909574] Predicted: 5.098874204562802 Movie Vector: [1.898596803243255, -0.07776095773255984] User Vector: [1.7034847223126426, -0.5834254731056402] Predicted: 3.2795983717107737 Movie Vector: [1.950909501889667, -0.48090691049542106] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 4.487789773482175 Movie Vector: [2.244021723327238, -0.5717978903343506] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 4.220338422142036 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 3.561735976322249 Movie Vector: [1.9705239019720948, 0.3886363398614625] User Vector: [1.7065422785896267, -0.12823332565085227] Predicted: 3.312946219357571 Movie Vector: [2.32183439475445, 0.6705799827970483] User Vector: [1.8486949216776414, -0.4025309785102498] Predicted: 4.02243423791435 Movie Vector: [2.196565556948703, -0.06235416079223832] User Vector: [1.5959886186358554, -0.5090263404367602] Predicted: 3.5374335392567366 Movie Vector: [2.1059283290294397, -0.735800959635791] User Vector: [1.7870744721303191, -0.15204016041868978] Predicted: 3.8753220528838224 Movie Vector: [1.6735757643547697, -0.1973841497229435] User Vector: [1.9618921875299458, -0.33279820557914974] Predicted: 3.349064308164642 Movie Vector: [1.728056901894715, -0.2404723092107726] User Vector: [1.6196290147403023, -2.23548180862403] Predicted: 3.336382570149411 Movie Vector: [2.034295100920072, -0.1720405291037382] User Vector: [1.9649048434551217, -0.3259015205357911] Predicted: 4.053264566843565 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.9409533104235905, -0.680415645996368] Predicted: 3.566483454363369 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.676252516129224, -0.4218445511207924] Predicted: 3.080096456914315 Movie Vector: [2.290773022764396, -0.23918501489493207] User Vector: [1.7681136390347125, -1.0225366167463168] Predicted: 4.294922461389586 Movie Vector: [0.4747101466666046, -1.141754946782422] User Vector: [2.1501863523908042, -0.3140131475742862] Predicted: 1.3792413433016302 Movie Vector: [2.0772547465031566, -0.07674387546325612] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 3.781226782734075 Movie Vector: [1.5020286512596324, -0.4302425454275446] User Vector: [2.645977007231681, 0.37246206531382703] Predicted: 3.8140842483803787 Movie Vector: [1.8550442956893975, 0.4886773720906358] User Vector: [1.9122409438659007, 0.2507527526117427] Predicted: 3.669828851092948 Movie Vector: [1.670661920136855, -0.32526696672308103] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 2.509571571417608 Movie Vector: [2.099474763960621, -1.2499332254862274] User Vector: [1.9769479804683545, -0.06978339013719417] Predicted: 4.237776972575771 Movie Vector: [1.5941884822474481, -1.146571649598673] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.0665911624494284 Movie Vector: [1.1785577924384927, 0.0957898885241156] User Vector: [1.9443533582478092, -0.08146002604188919] Predicted: 2.2837297548031836 Movie Vector: [2.254701937846461, -0.22561994315909464] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 4.456767763943346 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [1.5286124833796906, -1.1101670237979642] Predicted: 3.4029159405834646 Movie Vector: [1.8466986433146926, 0.21646547309578495] User Vector: [1.7426985094271186, -0.25416891798949864] Predicted: 3.1632201779867564 Movie Vector: [1.9736365651953065, -0.37078067101731577] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 3.5662344838769977 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [2.2884410614338506, -0.3900801280670147] Predicted: 5.044488274214445 Movie Vector: [1.603388954180035, 0.19950208065194894] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.037655840039801 Movie Vector: [1.804428101891789, -0.5405795986700331] User Vector: [2.056646309469339, -0.030060631881895644] Predicted: 3.7273205607769944 Movie Vector: [1.4852752803208158, -1.4249685909059646] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 3.879685082059254 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [1.8181579376889547, -0.0769630440565135] Predicted: 2.965417583367895 Movie Vector: [1.40096244326626, 0.19551731616025878] User Vector: [2.1271362789260797, -0.18602315569798084] Predicted: 2.94366729033885 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.7349833199646691, -0.6386486579497909] Predicted: 3.9264596040261734 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [1.7668952663734174, -0.7038867031996415] Predicted: 3.6037829314947922 Movie Vector: [1.981125289646855, 0.019657832186911858] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 2.955452140472402 Movie Vector: [1.091556349141549, -1.6572590192434251] User Vector: [1.800799145431517, -0.1475842781683205] Predicted: 2.2102591168174275 Movie Vector: [1.5960097257476715, -1.2350222252900716] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 3.47588722286156 Movie Vector: [2.1796570140822307, -0.827696522815987] User Vector: [1.483121574087354, -0.9538180251248242] Predicted: 4.022168204491209 Movie Vector: [1.863558486714903, -0.6812939183466195] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 3.7446736273704433 Movie Vector: [2.117473358343144, -0.43315566740617784] User Vector: [1.7276510824678488, 0.0003614698587510387] Predicted: 3.6580985669204495 Movie Vector: [2.330735246029531, -0.28751421370301566] User Vector: [2.0826457752430625, -0.6097401301094367] Predicted: 5.029404867425092 Movie Vector: [2.1670135038063516, -0.5838310498356764] User Vector: [1.9836631972261363, -0.5680963797229129] Predicted: 4.630297241174194 Movie Vector: [2.006831368190188, 0.14207116678600198] User Vector: [1.8805729334337238, -0.2482160855397346] Predicted: 3.7387284040965514 Movie Vector: [1.789995445961373, -0.14223411259350088] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 3.5246131501332996 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.6099287195526921, -0.47671676638219984] Predicted: 3.4630190534821232 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 4.623897739769303 Movie Vector: [1.5433656564991398, -0.7441199472264935] User Vector: [1.538322444718176, -0.4340429175713191] Predicted: 2.6971740227170327 Movie Vector: [1.229783369405848, -0.62051128345109] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 2.382158995989703 Movie Vector: [2.0744198203994526, -0.3959316300366623] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 3.0282271653544415 Movie Vector: [2.1287308111689875, 0.08667650431631954] User Vector: [2.082077563983829, -0.20508903091880956] Predicted: 4.414406261422382 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [2.077005185824804, -0.22845435890609087] Predicted:
avg loss: 1.1077982123819812: 44%|████████████████████ | 6544/15000 [00:14<00:15, 529.62it/s]
4.389335437201136 Movie Vector: [1.94493469760268, -0.4852660197693661] User Vector: [2.1501863523908042, -0.3140131475742862] Predicted: 4.3343519533552435 Movie Vector: [1.678984131670972, -0.4521554547697165] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 3.264610674785745 Movie Vector: [1.8656502419869427, -0.4755070592049221] User Vector: [1.6300750663275514, -0.2589162695386821] Predicted: 3.1642664558595257 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 4.388359308411202 Movie Vector: [1.3115391539094374, -1.7472678078496058] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 3.763478404376875 Movie Vector: [2.1309427829289316, 0.07161056386900098] User Vector: [1.8440630177070887, -0.7118520035712683] Predicted: 3.8786166554820505 Movie Vector: [1.9552772767300943, 0.06835645109684767] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 3.9470834821279834 Movie Vector: [1.3893356836196173, -0.4495777551124881] User Vector: [1.6899993464393424, -0.7874531833286351] Predicted: 2.7019978317190803 Movie Vector: [1.3480329401262388, -0.7163923163063259] User Vector: [0.8442690487869551, -0.7534011265418114] Predicted: 1.6778332662449456 Movie Vector: [2.0116952735664855, -0.41509002587643606] User Vector: [2.0014075289082265, 0.42338512443829696] Predicted: 3.8504791241262675
avg loss: 1.1130456815505354: 45%|████████████████████▋ | 6731/15000 [00:14<00:15, 525.16it/s]
Movie Vector: [2.1309427829289316, 0.07161056386900098] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 3.4450855315723836 Movie Vector: [1.9560849872000494, -0.31142980114633345] User Vector: [1.3291526934130173, -2.1489216210611106] Predicted: 3.2691738624078317 Movie Vector: [2.0616349846438053, -0.1955877585519583] User Vector: [2.11806354032374, -0.10134680839736938] Predicted: 4.386496089520773 Movie Vector: [1.8511192102632466, -0.7971227180877938] User Vector: [1.8002239134323645, -0.5076913087591076] Predicted: 3.7371213449175387 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.1969979937771766, -0.29842952484937546] Predicted: 4.285063094721245 Movie Vector: [1.282262628098937, -0.5070309811313742] User Vector: [1.520605003086057, -0.1714300152482199] Predicted: 2.036735296384191 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.8961183272444144, -0.09044166069399374] Predicted: 2.6331338966735576 Movie Vector: [2.325301932292951, -0.30029900929720754] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 4.011918998433146 Movie Vector: [2.0744198203994526, -0.3959316300366623] User Vector: [1.9574828748234847, 0.02001317976517665] Predicted: 4.052717422739694 Movie Vector: [1.47911912186747, -0.2825586623834966] User Vector: [1.7005426294038113, -0.9461675770998745] Predicted: 2.782652965677938 Movie Vector: [1.7794861344697877, 0.6063649763061078] User Vector: [2.1876667058385046, -0.25596316789986273] Predicted: 3.737715469641978 Movie Vector: [1.9586229425038137, -0.6838195954081376] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 4.332235028912179 Movie Vector: [2.019484697317054, -0.570140062159587] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 3.7880536955288844 Movie Vector: [1.9435465071250535, 0.1353975836271185] User Vector: [1.9130419545868589, -0.45845336986142043] Predicted: 3.6560125303360285 Movie Vector: [2.1702991191299725, -0.19966834708975278] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 3.70019090337423 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.7667513921408562, -0.31110591598243237] Predicted: 3.8091516809922688 Movie Vector: [1.3740423267325528, -0.7289541226803983] User Vector: [1.816855856723568, -0.2505682758225142] Predicted: 2.679089626383858 Movie Vector: [1.809633718238195, -0.3797742499119461] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.800590608775438 Movie Vector: [2.0018571192279127, -0.425039064343377] User Vector: [1.9834193538831801, 0.27070108403618337] Predicted: 3.8554636185099938 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [1.8993100136887617, 0.11054099922230763] Predicted: 3.610427301868523 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [2.017883359882387, -0.11170970195466051] Predicted: 3.903642672686346 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.821639780474207 Movie Vector: [1.5941884822474481, -1.146571649598673] User Vector: [1.9222520857126826, -0.3956093740084449] Predicted: 3.518026627572854 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.5177806314871403, -1.3305462509646075] Predicted: 3.8556105360401367 Movie Vector: [2.09776839597651, 0.2689170560652706] User Vector: [1.5270929427068993, -0.48112616060566005] Predicted: 3.07410428222324 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [2.2086186803389736, -0.5438921925928388] Predicted: 3.7588637009212427 Movie Vector: [1.7150849364560774, -1.0433233483864623] User Vector: [1.6563217484473163, 0.013103759015772404] Predicted: 2.8270610229537994 Movie Vector: [1.5904828637046406, -0.1939675213410574] User Vector: [1.559391648988381, -0.5301405426259496] Predicted: 2.5830157425357005 Movie Vector: [1.6397011904348127, -0.5248736002970293] User Vector: [1.9860087034023675, -0.20199937428181758] Predicted: 3.3624849740198055 Movie Vector: [1.4283108030620328, -0.561138078898019] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 2.7017913717409847 Movie Vector: [1.8289846661493003, -0.35127640225289636] User Vector: [1.6830324275319168, -0.6686557838061026] Predicted: 3.3131235006689077 Movie Vector: [1.4891229157453907, -0.20215265419287157] User Vector: [2.555018738602216, -0.3674464345998877] Predicted: 3.8790172258395166 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.3878643850650967, 0.8251807275617141] Predicted: 5.038729537391982 Movie Vector: [1.274448163386744, -0.4088094092918361] User Vector: [1.786399644338866, -0.14689339808413263] Predicted: 2.3367251491020453 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.8199861903139285, -0.18858355459974466] Predicted: 2.564009620135195 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [1.3757114027344128, -1.6117477033110188] Predicted: 3.119248706288335 Movie Vector: [1.355853208381361, 1.2167953235942015] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 2.4769599049707156 Movie Vector: [2.217570849489304, -0.26208734376991344] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 4.58019443174741 Movie Vector: [1.7875146380010518, -0.28703810203374014] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 3.6677840887986175 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [1.8209646265934538, -0.38250610091741] Predicted: 4.1060156847145075 Movie Vector: [1.6673234836608612, -0.6844207684099827] User Vector: [1.698305573418188, -0.1597970101882085] Predicted: 2.9409931574949013 Movie Vector: [2.1268045117822942, 0.8611019869109254] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 3.7798567511034338 Movie Vector: [1.8614271494223067, 0.8619618000339859] User Vector: [1.6795159182771051, -0.5918465436590659] Predicted: 2.616147416051678 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 2.670735772890199 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 3.597589344171459 Movie Vector: [1.4037717844065358, 0.28996501541023917] User Vector: [2.2155634054638162, -1.564878245180649] Predicted: 2.656385450674808 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.7620275693448166, -0.16528784290264173] Predicted: 3.1662943434296706 Movie Vector: [1.3564468704234054, 0.4955592774686895] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 2.2868722930681424 Movie Vector: [2.062772231423429, -0.30036201779267896] User Vector: [1.9525195946813667, -0.6252468888487351] Predicted: 4.215403618372053 Movie Vector: [1.4652220681818686, -0.5198313048758357] User Vector: [2.0890593069818384, -0.34936235136348714] Predicted: 3.242545285314282 Movie Vector: [2.19242671816241, -0.32234072690480275] User Vector: [1.8002239134323645, -0.5076913087591076] Predicted: 4.110508591992671 Movie Vector: [1.9199392753622158, -0.09477227772523845] User Vector: [2.0361954009240666, 0.11298871014366842] Predicted: 3.8986633251284766 Movie Vector: [1.670661920136855, -0.32526696672308103] User Vector: [2.0361954009240666, 0.11298871014366842] Predicted: 3.36504262325925 Movie Vector: [0.2966479389755765, 0.5999236593421328] User Vector: [1.786399644338866, -0.14689339808413263] Predicted: 0.441806947767994 Movie Vector: [0.8725338575972992, 0.5237096248385881] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 1.5298999516068477 Movie Vector: [1.2519213761757804, -0.5913349740144548] User Vector: [1.4033219848005491, -0.5381845051067936] Predicted: 2.075096110771539 Movie Vector: [2.2865662600918424, 0.7093314294254223] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 3.6285727625684308 Movie Vector: [2.052316808463089, 0.11208202538880929] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.6441536870232816 Movie Vector: [1.6957945084092576, 1.0834887789878949] User Vector: [1.698305573418188, -0.1597970101882085] Predicted: 2.7068389975486604 Movie Vector: [1.9788224051244525, 0.5445414662151946] User Vector: [1.7889678528935513, -0.15984062504768543] Predicted: 3.4530098210289255 Movie Vector: [1.510312364337839, 0.029705914958490388] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 2.653328725523119 Movie Vector: [1.4334204691816594, -0.10671902870910499] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 1.7812767981941278 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [1.8484709269757258, -0.3096973614300068] Predicted: 3.9193291798711067 Movie Vector: [2.330735246029531, -0.28751421370301566] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 3.3329959134071347 Movie Vector: [2.032023567278634, 0.21879011379599247] User Vector: [2.188009574351873, -0.31441444357253767] Predicted: 4.377296248625959 Movie Vector: [1.9501350434911768, 0.4150302252415625] User Vector: [1.6100561271336769, -0.5521085212821174] Predicted: 2.9106851515655654 Movie Vector: [1.1458902502575583, -0.2997205916311017] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 2.8750252563586014 Movie Vector: [2.033634508292295, -0.30376126973414846] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 3.4571525604640527 Movie Vector: [2.161073645804924, -0.5280724857821694] User Vector: [1.8182703293577827, 0.9331181774138996] Predicted: 3.4366620542486577 Movie Vector: [2.080619673382393, -0.24278150573988935] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 4.5965810218912475 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 3.3020775773855933 Movie Vector: [1.5388386468756754, -0.6916575219171281] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.1586968590549844
avg loss: 1.1119836202877758: 45%|████████████████████▋ | 6731/15000 [00:14<00:15, 525.16it/s]
Movie Vector: [2.112874117816507, -0.12436291617561926] User Vector: [1.5021694391956026, -0.215773302271693] Predicted: 3.200729125754677 Movie Vector: [1.9510429397686302, 0.2741261123113822] User Vector: [1.9974106938933418, -0.3650780230452233] Predicted: 3.7969566129912526 Movie Vector: [1.9718980556225887, -0.2698210352280608] User Vector: [1.5460562885010947, -0.11953738057996088] Predicted: 3.0809190889549205 Movie Vector: [1.4807303202403788, -0.5335789818883981] User Vector: [1.900715533471468, -0.3039102401687711] Predicted: 2.9766072370977805 Movie Vector: [2.1782433885392303, -0.8391809836827493] User Vector: [1.7349833199646691, -0.6386486579497909] Predicted: 4.315157754944858 Movie Vector: [-0.5877174664297337, -2.0281786536690416] User Vector: [1.4033219848005491, -0.5381845051067936] Predicted: 0.2667774835009121 Movie Vector: [1.391902138286233, -0.7449083236964321] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 3.035535131669318 Movie Vector: [2.143762400954718, -0.5008146027551863] User Vector: [1.8520137860053414, -0.4902941747970307] Predicted: 4.215824002872205 Movie Vector: [1.391902138286233, -0.7449083236964321] User Vector: [2.282126767406707, -0.5140731905599631] Predicted: 3.5594345260309432 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.7034587625024296, -0.3060923610028271] Predicted: 3.062070508193362 Movie Vector: [1.6897091923488157, -0.33473801272034925] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.248611970841295 Movie Vector: [1.7284834986879616, -0.12321625632427627] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 3.709540250820012 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.6100561271336769, -0.5521085212821174] Predicted: 3.6211171224314977 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [1.9593160519925414, 0.30830557611000275] Predicted: 4.26751837191105 Movie Vector: [2.1132298490180252, -0.3599860725757189] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 4.155375113522652 Movie Vector: [2.161073645804924, -0.5280724857821694] User Vector: [1.7681136390347125, -1.0225366167463168] Predicted: 4.360997241114674 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [2.1584088730170414, -0.5609944684766827] Predicted: 5.328966343125519
avg loss: 1.1107359838249635: 45%|████████████████████▊ | 6793/15000 [00:14<00:15, 529.56it/s]
Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 3.061995229009904 Movie Vector: [1.9503247399155579, -0.02710573238155877] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 3.7631596636509714 Movie Vector: [1.8009508841708148, -0.09894880144953959] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 2.8801082184714604 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.2277290379021426, -0.7809054749910865] Predicted: 2.993349567578723 Movie Vector: [2.234851357070293, -0.3608814579934536] User Vector: [2.0685139845127702, -0.5031963667322207] Predicted: 4.804415523890575 Movie Vector: [1.6673234836608612, -0.6844207684099827] User Vector: [2.006840344110284, -0.20958978455574734] Predicted: 3.4894996350896474 Movie Vector: [1.541346206905355, 0.11995489579417631] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 2.8545375757305735 Movie Vector: [1.7196107055518925, -1.1229363045598626] User Vector: [2.1876667058385046, -0.25596316789986273] Predicted: 4.049365421404243 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [2.0064193966175354, 0.059496586626433236] Predicted: 4.556912844997487 Movie Vector: [1.8370585453229062, -0.08516953939999217] User Vector: [1.2128598697524182, -0.4004781074095701] Predicted: 2.2622031239557607 Movie Vector: [2.219091417583947, -0.006707121046797233] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 4.259530999399799 Movie Vector: [0.900676898415453, -1.1297076841669689] User Vector: [1.3694908435945234, -0.20189143136606347] Predicted: 1.4615470667987875 Movie Vector: [1.229783369405848, -0.62051128345109] User Vector: [1.4454962426467086, -0.44754916146769974] Predicted: 2.055356544335344 Movie Vector: [1.7186820687265516, -0.3725139017600804] User Vector: [2.4873163721855036, -0.03810029270380003] Predicted: 4.289098936818497 Movie Vector: [1.5698653758333145, -0.407974366846977] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.4068856871389506 Movie Vector: [1.4501116948164947, -0.5581687568361658] User Vector: [1.7031859372605458, 0.4903314005184437] Predicted: 2.196122177803394 Movie Vector: [1.1590932246018941, -1.098865279211699] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 2.5692465796666677 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.3484286459575494, -0.23643834425508858] Predicted: 2.860344315231421 Movie Vector: [1.8269719099429844, -0.2168911811939352] User Vector: [2.0984132236404864, -0.1503491660664477] Predicted: 3.8663514232637493 Movie Vector: [1.5708973381520364, -0.08202975852878056] User Vector: [1.2337113944218876, -0.16693054805629065] Predicted: 1.9517272180933147 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [2.3885124452487743, 1.2113876941409776] Predicted: 3.9503363302218943 Movie Vector: [2.396459188497876, -0.37635785553134504] User Vector: [2.010756634161618, -0.4711808381253035] Predicted: 4.996028821573973 Movie Vector: [1.6768298477045251, -0.6314519217413754] User Vector: [2.041099536212124, -0.7590522649030859] Predicted: 3.90188163583155 Movie Vector: [2.1799558228870324, -0.24425893098261925] User Vector: [2.030350967314312, 0.8423141638170845] Predicted: 4.220332656495674 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [2.041099536212124, -0.7590522649030859] Predicted: 3.9591292505724227 Movie Vector: [2.032023567278634, 0.21879011379599247] User Vector: [1.3779690374088331, -0.17517428100719462] Predicted: 2.7617391581193074 Movie Vector: [2.0744198203994526, -0.3959316300366623] User Vector: [2.0259400524936186, -0.4485064435429549] Predicted: 4.380228087107778 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.7254039452916026, -0.4439376920174683] Predicted: 4.209305521052068 Movie Vector: [2.3052536245707116, -0.48840757521018296] User Vector: [1.7034847223126426, -0.5834254731056402] Predicted: 4.211913751147431 Movie Vector: [1.9718980556225887, -0.2698210352280608] User Vector: [2.0179716013125915, -0.40258553438581646] Predicted: 4.0878603225857235 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [2.2093272155415966, -0.46588906394823854] Predicted: 4.060557113009814 Movie Vector: [1.0790840793076824, -0.14817138666921104] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 1.944702592042795 Movie Vector: [1.5801935796671507, 0.08062007179680664] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 2.62430059605119 Movie Vector: [2.0772547465031566, -0.07674387546325612] User Vector: [1.4076530035714432, -0.1813108407144181] Predicted: 2.9379683796781304 Movie Vector: [2.174959287812693, -0.7938570271453183] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.856254497971827 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.8863685523728473, -0.23201330604891773] Predicted: 3.9909431622930924 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [2.20244464927847, -0.07382252398363548] Predicted: 4.656895858328244 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.9387057556046423, -0.9527045521809792] Predicted: 4.182093945266124 Movie Vector: [2.156506566665706, -0.3281620566182745] User Vector: [1.9338326077290704, 0.24657783477594] Predicted: 4.089405228023453 Movie Vector: [2.0758925791693326, -0.5468393418834361] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 4.296910092904598 Movie Vector: [1.423219502503106, -1.6256253814667114] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 3.3719363812547423 Movie Vector: [1.1627669539553398, -0.778376788890257] User Vector: [2.1019489486493206, -0.23459484603602573] Predicted: 2.6266799593383254 Movie Vector: [2.1487743677661726, -0.1612490469727309] User Vector: [2.1925641605013917, -0.4372894517997807] Predicted: 4.78183817512209 Movie Vector: [2.167117354469308, -0.33576447812611543] User Vector: [2.1162804443104544, -0.4443153240400518] Predicted: 4.735413380688947 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 4.5233531555897075 Movie Vector: [1.1188177762681761, -0.4071421070516959] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 2.0484655865833115 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.7951978655631955, -1.012785491939374] Predicted: 4.546308113406063 Movie Vector: [1.7805622318181673, -0.7167136785893304] User Vector: [1.886822486212762, 0.18571416201039984] Predicted: 3.2265009768750903 Movie Vector: [2.2428644769493555, -0.3491381572350986] User Vector: [1.7089796305142635, -0.3476187686601128] Predicted: 3.9543766814208023 Movie Vector: [2.2530568764792824, -0.022514607488438105] User Vector: [1.8209537870383106, -0.08229435582663351] Predicted: 4.104565276757607 Movie Vector: [1.7852395325493653, -0.06856944497942004] User Vector: [1.7740227182123474, -0.6692773292578069] Predicted: 3.2129474631978816 Movie Vector: [1.3035106081123402, -0.15992622746651422] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 2.2474576225740486 Movie Vector: [2.080663766735305, -0.4932317195408151] User Vector: [1.8199760031255054, -0.2754858630996377] Predicted: 3.922636491996799 Movie Vector: [2.022210500954582, -2.1089434618249223] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 5.133511701539028 Movie Vector: [2.0606191169198023, -1.066417060326287] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.4074032896874025 Movie Vector: [1.3547752038812413, -0.6205254917591319] User Vector: [2.0014075289082265, 0.42338512443829696] Predicted: 2.4487360304805184 Movie Vector: [1.5000668496706013, -0.38321395825478183] User Vector: [2.2918401632658645, -0.6095657635402472] Predicted: 3.6715075627216387 Movie Vector: [2.3472773432963456, -0.0791290403352385] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 4.5516454451912 Movie Vector: [1.158110465384367, -0.5668188448196982] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 3.0316694400059863 Movie Vector: [2.170039181913598, -0.4214715623062388] User Vector: [1.9618921875299458, -0.33279820557914974] Predicted: 4.39764789726832 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [2.1019489486493206, -0.23459484603602573] Predicted: 4.02157650241183 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 4.1137075728649 Movie Vector: [2.0835168600618434, -0.11002704436943744] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 4.294161037916606 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 3.0735260460584444 Movie Vector: [1.9736365651953065, -0.37078067101731577] User Vector: [1.7870744721303191, -0.15204016041868978] Predicted: 3.5834090756251205 Movie Vector: [2.396459188497876, -0.37635785553134504] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 5.7774043739431 Movie Vector: [2.1432911202956917, 0.167054519761359] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 3.7912549601063175 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [2.160984594552471, -0.7311409462909574] Predicted: 4.020146075876152 Movie Vector: [1.8482374031105422, -0.931721482239024] User Vector: [1.5045679735380664, -1.265283343692256] Predicted: 3.959690476652584 Movie Vector: [1.991102567474657, -0.603225853448776] User Vector: [1.9890278513650674, -0.21713282519969265] Predicted: 4.091338595424415 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.8524531597765284, -0.48767752870099046] Predicted: 3.5747187132992146 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.632304150391407, -0.35625756142936427] Predicted: 3.475183057713067 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [1.7719136779904325, -0.3833771968203529] Predicted: 3.5574463613578904 Movie Vector: [2.139258787577314, -0.1714955531936162] User Vector: [1.9346674081448945, -0.25549660394287477] Predicted: 4.182570785345665 Movie Vector: [1.488129347792871, -0.09560304443563063] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 2.719809891222633 Movie Vector: [1.7010756535534746, 0.1986030405840817] User Vector: [1.6718725284501437, -0.4139560026236855] Predicted: 2.7617687332023317 Movie Vector: [2.134236431394391, 0.009839529326979783] User Vector: [1.7475022900825836, -0.05181395624974307] Predicted: 3.7290732264973125 Movie Vector: [1.9730029062363508, -0.04935222531306859] User Vector: [1.3803420861203968, -0.3918939167046854] Predicted: 2.7427597843919203 Movie Vector: [1.4351181779192814, -0.957627719189565] User Vector: [1.7667513921408562, -0.31110591598243237] Predicted: 2.8334206874741765 Movie Vector: [1.2995078983115338, -0.27629080282861634] User Vector: [2.555018738602216, -0.3674464345998877] Predicted: 3.4217891015596673 Movie Vector: [1.7846149264465363, -0.22378819493947955] User Vector: [1.949028549374109, -0.14694028260694542] Predicted: 3.5111489418919803 Movie Vector: [1.5225313474991427, -0.9039615437310877] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.54164299786328 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.9141433877889746, -0.1527608448025703] Predicted: 4.0509650696277015 Movie Vector: [1.355853208381361, 1.2167953235942015] User Vector: [1.8993241226147484, -0.6232386265730007] Predicted: 1.81685085910602 Movie Vector: [1.8161621567806912, -0.2303062925115931] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 3.4114882142149936 Movie Vector: [1.9407100008105522, -0.46774272241761367] User Vector: [2.0361954009240666, 0.11298871014366842] Predicted: 3.898815131292734 Movie Vector: [2.19242671816241, -0.32234072690480275] User Vector: [1.4272295237144392, -0.22361287190819612] Predicted: 3.2011756764179062 Movie Vector: [1.7159776859985068, -0.31543726308075865] User Vector: [1.7313350259819076, 0.376260810862635] Predicted: 2.852245591189542 Movie Vector: [2.158882500592992, -0.4890021071933164] User Vector: [1.8352839297395906, -0.1433435213766784] Predicted: 4.032257643540047 Movie Vector: [1.9036125591316755, -0.07238573334539687] User Vector: [2.2440675280005933, -0.5281846309822381] Predicted: 4.310068161696919 Movie Vector: [1.785144187762598, -0.6048789501433574] User Vector: [1.7360757422094757, -0.31776033490200745] Predicted: 3.2913520584936116 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.7986020046767996, -0.2922226236610266] Predicted: 3.2507494543682585 Movie Vector: [2.01074309510737, 0.001834918806620948] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.892683512938698 Movie Vector: [2.0191731823632812, -0.7093870108020658] User Vector: [1.9066580271657942, -0.10472644759570338] Predicted: 3.9241643380026874 Movie Vector: [1.541346206905355, 0.11995489579417631] User Vector: [1.6244894210059428, 0.13640878585929905] Predicted: 2.5202635089185486 Movie Vector: [1.9560849872000494, -0.31142980114633345] User Vector: [2.645977007231681, 0.37246206531382703] Predicted: 5.05976011338717 Movie Vector: [2.0481690642058115, -0.681959387275988] User Vector: [2.025100152782566, -0.2345606032510366] Predicted: 4.307708290119876 Movie Vector: [1.814769679507277, 0.07034640974130099] User Vector: [1.522270064152828, -0.534180700059834] Predicted: 2.7249918620438454 Movie Vector: [1.9327649572712648, -0.21354351910443042] User Vector: [1.947363853649779, 0.09231445937882032]
avg loss: 1.1134169561210048: 46%|█████████████████████▏ | 6917/15000 [00:15<00:14, 545.95it/s]
Predicted: 3.7440834608710447 Movie Vector: [1.0861510789740305, -0.622989300619] User Vector: [1.5242687981615692, 0.41738020321273245] Predicted: 1.395562798877921 Movie Vector: [1.7136978621071453, -0.8876919230661914] User Vector: [1.5045679735380664, -1.265283343692256] Predicted: 3.701556724232864 Movie Vector: [1.25943414077633, -0.2911742576574358] User Vector: [1.4829441023538565, -0.540058219436666] Predicted: 2.0249214825036232 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.5482745914979554, 0.25069951817388364] Predicted: 3.0462319458081772 Movie Vector: [1.8629912274378637, -0.5986138396062206] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 3.000502778685617 Movie Vector: [2.0419892790694645, -0.00724670969688478] User Vector: [1.8078118631020252, -0.3472605448222894] Predicted: 3.6940489393864393 Movie Vector: [1.8698698638757805, -0.1366688598680257] User Vector: [1.8520137860053414, -0.4902941747970307] Predicted: 3.5300327118033215 Movie Vector: [1.7136978621071453, -0.8876919230661914] User Vector: [1.8516811249699316, -0.33161081204737275] Predicted: 3.467590224620999 Movie Vector: [2.0578098544107677, -0.557730493176062] User Vector: [1.632304150391407, -0.35625756142936427] Predicted: 3.5576672715047337 Movie Vector: [1.7116503322322871, -0.7727043046582437] User Vector: [1.637841765791743, 0.017682464574963398] Predicted: 2.789749086067312 Movie Vector: [2.000742130328862, -0.4472147376193885] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 3.8772916742920063 Movie Vector: [2.1799558228870324, -0.24425893098261925] User Vector: [1.4405236626855127, -0.008904514995591029] Predicted: 3.1424529537915804 Movie Vector: [1.3766834596003052, 0.6049294035699169] User Vector: [1.9231288588277482, -0.8212848562919461] Predicted: 2.1507203323504798 Movie Vector: [1.8025383013661371, -0.6653837938531583] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 3.597615006323245 Movie Vector: [2.157262483726587, -0.7472963721210126] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 3.3120311470748467 Movie Vector: [1.4673148053252922, 1.027810914306155] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 2.574310334619189 Movie Vector: [2.02520027125592, -0.09693565317881239] User Vector: [1.8211137515901967, -0.4752605524516445] Predicted: 3.734189755790376 Movie Vector: [2.396459188497876, -0.37635785553134504] User Vector: [2.4007029976519476, 0.908676209661377] Predicted: 5.411199327936898 Movie Vector: [2.19242671816241, -0.32234072690480275] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.276836987385719 Movie Vector: [2.066201976002466, -0.3183516038073538] User Vector: [1.5781754917192803, -0.06336683319157763] Predicted: 3.281002252443772 Movie Vector: [1.3740423267325528, -0.7289541226803983] User Vector: [2.0096739871841502, 1.0548308561559157] Predicted: 1.9924538199990474 Movie Vector: [2.2968820939143226, -0.6318298344507071] User Vector: [1.6289808177179383, -0.32808669946842184] Predicted: 3.948871836556856 Movie Vector: [2.0229731515085008, -0.2616612171160882] User Vector: [2.2286535442454687, -0.4448669862444491] Predicted: 4.624910721098335 Movie Vector: [1.6726629939254263, 0.06420333466510655] User Vector: [2.1429743145794102, -0.0441866204977692] Predicted: 3.5816369045461465 Movie Vector: [2.244202150178238, -0.09592811019119085] User Vector: [1.6557395268397124, -0.48139155270495404] Predicted: 3.76199318818177 Movie Vector: [1.7827330527884322, -0.6425195427436736] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 3.546067536986775 Movie Vector: [0.8762512396527458, 0.35340364938648305] User Vector: [1.5823789618185973, -0.37984222286637165] Predicted: 1.252323899141921 Movie Vector: [1.7204755325643482, -0.23468899067451113] User Vector: [2.165788561750575, 0.2904735919570283] Predicted: 3.6580152750855994 Movie Vector: [1.8173085910302127, -0.8735503732970417] User Vector: [1.5046069757935907, -0.6772051682180698] Predicted: 3.3259080107292602 Movie Vector: [1.7010756535534746, 0.1986030405840817] User Vector: [1.865864874539182, 0.2543602107255381] Predicted: 3.22449402215291 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 4.884197429399338 Movie Vector: [1.5372868725987316, -0.6231655390710488] User Vector: [2.006840344110284, -0.20958978455574734] Predicted: 3.215698447478728 Movie Vector: [2.0289775873098947, -0.46834656267620645] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.059387572446099 Movie Vector: [1.9552772767300943, 0.06835645109684767] User Vector: [1.526645330644532, -0.4120384954208728] Predicted: 2.9568494353730994 Movie Vector: [1.3586194278652688, 0.46743223875463513] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 2.5677989987318557 Movie Vector: [2.249012442934698, -0.3725196884952746] User Vector: [2.0115976200975854, -0.2612966962862348] Predicted: 4.621446241682688 Movie Vector: [1.015307964489889, -1.1993058002223091] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 2.506593165653576 Movie Vector: [2.3923861108614117, 0.30353778428021805] User Vector: [1.8805729334337238, -0.2482160855397346] Predicted: 4.423713605781304 Movie Vector: [1.922414729175343, -0.24050989153526892] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.2379967192134167 Movie Vector: [1.7673011661209574, 0.22528399072033858] User Vector: [1.9409533104235905, -0.680415645996368] Predicted: 3.2769622968193253 Movie Vector: [1.8435430066756722, -0.6872971308663478] User Vector: [1.9974106938933418, -0.3650780230452233] Predicted: 3.9332295939676123 Movie Vector: [1.6111553330776585, 0.07261167604783361] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 2.8415435909137 Movie Vector: [2.2375161548075684, -0.010076425473673599] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 3.2317595414146196 Movie Vector: [1.5020286512596324, -0.4302425454275446] User Vector: [1.8165747898233955, 0.8828813883175759] Predicted: 2.3486942456503264 Movie Vector: [0.8702578817158663, 2.1707523020679034] User Vector: [2.1019023211656536, 0.4666042786984177] Predicted: 2.842079373730608 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.671794977284916, -1.2441242625146987] Predicted: 3.116529997458016 Movie Vector: [2.2327455431578236, -0.08773890155464] User Vector: [1.68847779149311, -0.3633753972467391] Predicted: 3.8018234218836158 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [1.7889678528935513, -0.15984062504768543] Predicted: 3.369687819330873 Movie Vector: [1.3725887229365832, -0.34451559056291375] User Vector: [1.5939876754620743, -0.09514723627508345] Predicted: 2.220669214134881 Movie Vector: [1.201928596802616, -1.0249859237981112] User Vector: [1.7184875647700322, -0.6349928178045339] Predicted: 2.7163580473093356 Movie Vector: [1.5616618173752912, -0.10928465266605376] User Vector: [1.84089396819007, 1.1058702231072155] Predicted: 2.7539991767329126 Movie Vector: [1.631722900693261, 1.1971310914068383] User Vector: [1.8167386770798102, -0.5421692150647859] Predicted: 2.3153664798086098 Movie Vector: [1.391902138286233, -0.7449083236964321] User Vector: [1.632304150391407, -0.35625756142936427] Predicted: 2.5373868601518192 Movie Vector: [1.922414729175343, -0.24050989153526892] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 3.7901350500899293 Movie Vector: [2.0200125463013996, -0.19311233512775805] User Vector: [1.7475022900825836, -0.05181395624974307] Predicted: 3.5399824647408424 Movie Vector: [1.9702801063647088, 0.08503140773879364] User Vector: [1.9051199726008576, -0.41976010990775] Predicted: 3.7179271891955024 Movie Vector: [1.9826927166211807, -0.04092548029397369] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 4.22351182882141 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [1.6399896760284738, -0.29232432884300785] Predicted: 3.390888355487028 Movie Vector: [1.7376407660201938, -0.6726344396908016] User Vector: [2.0049696735333704, 0.008959365547655647] Predicted: 3.477890661540651 Movie Vector: [1.091556349141549, -1.6572590192434251] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 2.499410243528779 Movie Vector: [1.9826927166211807, -0.04092548029397369] User Vector: [1.9100572884986178, -0.17225862822971275] Predicted: 3.794106441330493 Movie Vector: [1.6827171455712782, 0.10590850310509016] User Vector: [1.779400206754467, -1.058123886717114] Predicted: 2.882162919796869 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [1.8726970093376964, -0.2662405405268795] Predicted: 3.509099958838672 Movie Vector: [1.7840497047979307, -0.46159299377400487] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.917991353823669 Movie Vector: [1.6897091923488157, -0.33473801272034925] User Vector: [2.0320454381846123, -0.03876843689382165] Predicted: 3.4465431256931285 Movie Vector: [1.9435465071250535, 0.1353975836271185] User Vector: [2.0179716013125915, -0.40258553438581646] Predicted: 3.8675125486495663 Movie Vector: [0.8187899013103929, -1.1401002240317288] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 1.8028006504038767 Movie Vector: [1.370235693321964, -0.6870527057872677] User Vector: [1.2337113944218876, -0.16693054805629065] Predicted: 1.8051654726155082 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [2.2350402156735503, -0.7819887777734505] Predicted: 4.761108537939298 Movie Vector: [1.9036125591316755, -0.07238573334539687] User Vector: [1.6207888108432957, -0.18092291414973943] Predicted: 3.098450173841106 Movie Vector: [2.063614471222433, -0.423276238893242] User Vector: [1.8197659317642694, 0.07106424070381695] Predicted: 3.7252155065014048 Movie Vector: [2.1983441887763076, -0.031479896085005385] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 3.8019155031845013 Movie Vector: [1.4998329947057274, 0.8043187396584119] User Vector: [1.7620275693448166, -0.16528784290264173] Predicted: 2.50980297660018 Movie Vector: [1.9874888693957378, -0.17090079322119797] User Vector: [1.9387002311440982, -0.2545432137704527] Predicted: 3.8966467676362826 Movie Vector: [2.1799558228870324, -0.24425893098261925] User Vector: [1.7254039452916026, -0.4439376920174683] Predicted: 3.869740123445766 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.8776435548052848 Movie Vector: [1.3773335668571423, -0.7667937183633257] User Vector: [2.029217704414749, -0.3922811488813165] Predicted: 3.0957083795457705 Movie Vector: [1.5151633973782457, -0.3565929162317552] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 2.5940253228666132 Movie Vector: [1.7478291402520025, -0.15634934989478752] User Vector: [1.82574726439552, 0.10708220326924495] Predicted: 3.1743520385794195 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 3.036708737710396 Movie Vector: [1.8204185497371081, -0.0966079983148162] User Vector: [1.8256663074621402, -0.23424248958007948] Predicted: 3.346106509772741 Movie Vector: [2.0414931067945594, -1.1069083830868087] User Vector: [1.4272295237144392, -0.22361287190819612] Predicted: 3.1611981969580087 Movie Vector: [1.5225313474991427, -0.9039615437310877] User Vector: [2.0254160549277898, -0.5792092958813452] Predicted: 3.6073423646039027 Movie Vector: [1.9199392753622158, -0.09477227772523845] User Vector: [2.195542331539001, 0.10308002174962065] Predicted: 4.20553882459288 Movie Vector: [1.958806325806316, 0.20666428582572574] User Vector: [1.7166784646825506, -0.2863604061639677] Predicted: 3.3034601671670134 Movie Vector: [2.110115510807648, -0.3601982118263695] User Vector: [2.0288373038084644, 0.438764144431396] Predicted: 4.123039003433694 Movie Vector: [2.3617327027284203, -0.3026609374609356] User Vector: [1.7913949216608536, -0.28868341006922715] Predicted: 4.318169161509027 Movie Vector: [2.358522449358594, -0.36841297213125535] User Vector: [1.891608016269917, 0.015903773252918384] Predicted: 4.455540815387066 Movie Vector: [1.9751016023630206, -0.18401787707053655] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 3.4735312628210746 Movie Vector: [1.6723761008391906, -0.08098187694098731] User Vector: [1.4861713802155883, -0.16080507884844325] Predicted: 2.4984597951305343 Movie Vector: [1.8698698638757805, -0.1366688598680257] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 3.4317745433182507 Movie Vector: [1.7800885782462972, -0.5297094254558915] User Vector: [1.9600198203674704, -0.06399185589732131] Predicted: 3.5229059845937196 Movie Vector: [2.308145758608921, -0.15182678359135712] User Vector: [1.7667513921408562, -0.31110591598243237] Predicted: 4.125153942866179 Movie Vector: [1.8657891769864048, -1.0926611313456578] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 4.200531225977196 Movie Vector: [1.4541491839195075, -0.13710950036314015] User Vector: [1.6872596745626842, 0.2085326937271228] Predicted: 2.4249354653793156 Movie Vector: [1.4268894018017124, -0.7193137031201063] User Vector: [1.8786918020282144, -0.5306557451040602] Predicted: 3.062393370658581 Movie Vector: [1.6944648513077911, -0.4249338843689366] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 2.9038888078378684 Movie Vector: [2.0591561086274646, -0.0475280181502833] User Vector: [2.2691376244075165, -0.1461519894640287] Predicted: 4.679454915023097 Movie Vector: [0.6879762983887382, -0.7860527535816247] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 1.424091889557211 Movie Vector: [1.382377537738194, -0.08782584539107458] User Vector: [1.3219231134478115, -0.4259640803975052] Predicted: 1.8648074741143355 Movie Vector: [0.8724791086299855, 2.305317184615922] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 1.068803035300865 Movie Vector: [2.090997443542302, -0.20276655538189048] User Vector: [1.8061925665340437, -0.008574865155781323] Predicted: 3.7784827350382972 Movie Vector: [2.1309427829289316, 0.07161056386900098] User Vector: [1.520605003086057, -0.1714300152482199] Predicted: 3.228046056955862 Movie Vector: [1.7515017103145092, -0.6288904603010945] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.8822300704379895 Movie Vector: [0.983590720747077, -1.4493018114893668] User Vector: [1.709385138774905, -0.12040527145809907] Predicted: 1.8558389387190428 Movie Vector: [2.0699721074228568, -0.4385792679732663] User Vector: [1.76077028710669, -0.20145516006371456] Predicted: 3.733099438519965 Movie Vector: [1.8393143099652312, -0.5436087898195855] User Vector: [2.050268012362675, -1.0039222529413194] Predicted: 4.316828255397022 Movie Vector: [1.6805961628003223, -0.7822519388021036] User Vector: [1.6642009988774844, -0.9155790921017928] Predicted: 3.513063332765261 Movie Vector: [1.6143445504912914, -0.03179533465903921] User Vector: [1.9386632376782549, 0.003571290762206448] Predicted: 3.129556882598745 Movie Vector: [2.1235645027314844, -0.4236615229463479] User Vector: [1.7947914365947557, -0.5685252680209248] Predicted: 4.052217665442295 Movie Vector: [2.204067653562915, -0.22942908646161844] User Vector: [2.1168159867780663, -0.04726337313308033] Predicted: 4.676449237523417 Movie Vector: [1.7134457607276912, -0.35265887996969375] User Vector: [1.947363853649779, 0.09231445937882032] Predicted: 3.3041468257810114 Movie Vector: [1.5362722534540136, -0.7155584269010498] User Vector: [1.9618921875299458, -0.33279820557914974] Predicted: 3.2521370924301625 Movie Vector: [1.416509148078591, -0.4528624098839744] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 2.756264935648122 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.7086983833057046, 0.7839611534758026] Predicted: 3.183924888546068 Movie Vector: [1.6944648513077911, -0.4249338843689366] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 3.4562030693802583 Movie Vector: [1.6211256641592338, -0.4069712330472365] User Vector: [2.1914515711227276, 0.14812243091448726] Predicted: 3.492336815357905 Movie Vector: [2.1562017985676447, 0.07224579110489042] User Vector: [1.886822486212762, 0.18571416201039984] Predicted: 4.081787104903656 Movie Vector: [1.5608492644209742, -0.2878069724506017] User Vector: [1.7104464307287146, 0.07664967497669777] Predicted: 2.647688742340029 Movie Vector: [1.8398265512994105, -0.4096086504016799] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.6834395040925374 Movie Vector: [1.922414729175343, -0.24050989153526892] User Vector: [1.6860111325771656, -0.11061063026786687] Predicted: 3.267815585508318 Movie Vector:
avg loss: 1.1127359768799476: 47%|█████████████████████▌ | 7037/15000 [00:15<00:14, 538.89it/s]
[2.0799798960652076, -0.0026227161641230725] User Vector: [1.7282075345281367, 0.5817161211003788] Predicted: 3.5931112517732013 Movie Vector: [2.1459928331433638, -0.09211690484559548] User Vector: [1.9440269234255991, 0.5218959605729041] Predicted: 4.123792404569683 Movie Vector: [1.76407411942944, -0.554509073630571] User Vector: [1.8140932695554526, -0.21133696403616564] Predicted: 3.3173832512055 Movie Vector: [1.4045787636653568, -0.39081022794660675] User Vector: [2.074129223835123, -0.14381038647458105] Predicted: 2.969480430815744 Movie Vector: [2.1483339057462665, -0.0013198237006838906] User Vector: [2.067515044419001, 0.6376012262971942] Predicted: 4.440871149355786 Movie Vector: [2.099474763960621, -1.2499332254862274] User Vector: [2.2440675280005933, -0.5281846309822381] Predicted: 5.3715586631166214 Movie Vector: [1.7954736645151264, -0.3305879103569332] User Vector: [1.7158725186958292, -0.11069426106506676] Predicted: 3.1173981034376057 Movie Vector: [1.4726417752342498, -0.4284171116301183] User Vector: [1.9985786385265014, 0.508826654741553] Predicted: 2.7252003484401257 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [1.8060747717823114, -0.38923071928267566] Predicted: 3.304222886092175 Movie Vector: [1.7827330527884322, -0.6425195427436736] User Vector: [1.9770518852643904, -0.3569605781674582] Predicted: 3.7539098904001844 Movie Vector: [2.112232022596593, -0.05138823438981744] User Vector: [1.9974106938933418, -0.3650780230452233] Predicted: 4.237755544937217 Movie Vector: [2.0200125463013996, -0.19311233512775805] User Vector: [1.4439781889382268, -0.08286832247638307] Predicted: 2.9328569535023257 Movie Vector: [1.9718980556225887, -0.2698210352280608] User Vector: [1.8775679810634096, -0.5084324628012723] Predicted: 3.8395584246147587 Movie Vector: [1.8398265512994105, -0.4096086504016799] User Vector: [1.9574828748234847, 0.02001317976517665] Predicted: 3.5932313952602875 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.532789419635779, -0.242108562825617] Predicted: 2.1893556696249483 Movie Vector: [2.167869397294219, -0.2654286606059218] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.346313754944052 Movie Vector: [1.911503901237137, 0.11268268764829475] User Vector: [2.0744193207819244, -0.40842996244067464] Predicted: 3.9192376385924335 Movie Vector: [1.8820917464116598, -0.40107658577317895] User Vector: [1.9423406660170928, -0.3032557108612236] Predicted: 3.7772921013589342 Movie Vector: [1.6432561454082277, 1.3581343432101902] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 1.7614632829418422 Movie Vector: [1.9816419776050513, -0.4678442154587884] User Vector: [1.636531851177322, -0.706875038778168] Predicted: 3.5737276119252566 Movie Vector: [2.4113485046808063, -0.22155358327077393] User Vector: [1.8484709269757258, -0.3096973614300068] Predicted: 4.525922165863182 Movie Vector: [2.3052536245707116, -0.48840757521018296] User Vector: [1.6304327988414364, -0.7129587557705979] Predicted: 4.106775576278978 Movie Vector: [2.190295877556136, -0.3073529275202362] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 4.286585160884984 Movie Vector: [0.8227773913264824, -1.2589844805474517] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 2.671552064949993 Movie Vector: [2.0790022133340162, -0.24453276698133902] User Vector: [1.820924073515264, -0.031169803621183347] Predicted: 3.79332721747718 Movie Vector: [1.7651916580167057, -0.4333965735376984] User Vector: [1.6397126104710669, -0.14909365738813105] Predicted: 2.959023701796543 Movie Vector: [1.080347881994801, -0.3991468339968816] User Vector: [1.9250793208829509, -0.2860305163765344] Predicted: 2.1939235420260728 Movie Vector: [1.206204805017981, -0.6608119430678017] User Vector: [2.2884410614338506, -0.3900801280670147] Predicted: 3.0180982116820605 Movie Vector: [1.208690672019978, -1.3074778753935135] User Vector: [2.074129223835123, -0.14381038647458105] Predicted: 2.6950095439808552 Movie Vector: [1.900122235527305, 0.18499537640623734] User Vector: [1.7276510824678488, 0.0003614698587510387] Predicted: 3.2828151072825564 Movie Vector: [1.705072774176867, -0.5327014903642078] User Vector: [1.6289808177179383, -0.32808669946842184] Predicted: 2.9523031157227284 Movie Vector: [2.162592156855682, -0.24434102625506973] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.6325999669351243 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [2.180698908568714, -0.38542920451391355] Predicted: 3.9650678917520934 Movie Vector: [1.349690501960628, -0.16929645377493346] User Vector: [1.7122602772876818, -0.22906211946452046] Predicted: 2.349800837659169 Movie Vector: [2.0116952735664855, -0.41509002587643606] User Vector: [1.7936425387143813, -0.14482574213355032] Predicted: 3.6683779386493023 Movie Vector: [0.8212460912822338, -0.12197097773586574] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 1.5954938412201984 Movie Vector: [1.5151633973782457, -0.3565929162317552] User Vector: [2.109569318126708, -0.5704309558557683] Predicted: 3.3997538531152482 Movie Vector: [1.373132911643918, -0.2714056359553306] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 2.7327286651905105 Movie Vector: [2.161073645804924, -0.5280724857821694] User Vector: [2.12998570440603, 0.3238003433774746] Predicted: 4.432065919508645 Movie Vector: [1.9055275642902627, -0.0919012116630145] User Vector: [1.8199861903139285, -0.18858355459974466] Predicted: 3.4853649094382493 Movie Vector: [1.370235693321964, -0.6870527057872677] User Vector: [1.7222806816537517, -0.4506123649251747] Predicted: 2.6695249085038943 Movie Vector: [2.100465826325507, -0.04786159754686956] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 3.7479639777510516 Movie Vector: [1.9020487806928803, -0.18605665198494706] User Vector: [2.0452690823625206, 0.08682071120859534] Predicted: 3.8740479934460557 Movie Vector: [-0.08509190856054519, -0.40649554763653906] User Vector: [1.900715533471468, -0.3039102401687711] Predicted: -0.0381973528640053 Movie Vector: [2.109055318168231, -0.3518704228197282] User Vector: [1.6641013439396708, 0.17591160576499187] Predicted: 3.447783698307438 Movie Vector: [1.6726629939254263, 0.06420333466510655] User Vector: [2.074129223835123, -0.14381038647458105] Predicted: 3.4600860909571316 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.1053399912698874, -0.12119835481848393] Predicted: 4.089933939414309 Movie Vector: [2.0203530865082024, -0.5965993264581904] User Vector: [2.3597162029904535, -0.3253307862179349] Predicted: 4.961552041928912 Movie Vector: [1.8635587141087429, 0.2571016580383817] User Vector: [1.805363056325922, -0.4813761358182958] Predicted: 3.2406374530871718 Movie Vector: [1.809633718238195, -0.3797742499119461] User Vector: [1.6207888108432957, -0.18092291414973943] Predicted: 3.0017439462583164 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [2.0487574881657067, -0.4672162235620811] Predicted: 3.952917886908265 Movie Vector: [1.739588749261834, -0.41722177805830724] User Vector: [2.0237553646677804, -0.17520932017552177] Predicted: 3.5936032077303697 Movie Vector: [1.7728762676229357, -0.25674896650393764] User Vector: [1.6453810959850612, -0.03882008193456461] Predicted: 2.9270241121836285 Movie Vector: [1.783871479811425, -0.2562869851936197] User Vector: [1.5482745914979554, 0.25069951817388364] Predicted: 2.69767186298761 Movie Vector: [1.645668426733709, -0.9786395979701075] User Vector: [1.9187842714494137, -0.19499378717980634] Predicted: 3.3485113347298565 Movie Vector: [2.0315779108242333, -0.27108854228052076] User Vector: [1.8017002198502243, -0.1010853686012565] Predicted: 3.6876974537948843 Movie Vector: [1.4891229157453907, -0.20215265419287157] User Vector: [1.8698027020197054, -1.3143357121038357] Predicted: 3.050062504202462 Movie Vector: [2.04983694468541, -0.01089024464828188] User Vector: [1.636531851177322, -0.706875038778168] Predicted: 3.3623214918057376 Movie Vector: [1.7239824263814707, 0.9262986291215167] User Vector: [1.9781149132070008, 0.23796889962628606] Predicted: 3.630665613229362 Movie Vector: [1.8550442956893975, 0.4886773720906358] User Vector: [1.913699879678799, -0.3091436424941209] Predicted: 3.3989265426470885 Movie Vector: [1.6949786537834812, -0.9262196438869316] User Vector: [1.8291934855477083, -0.7140571746773283] Predicted: 3.761817693687712 Movie Vector: [1.2386301722045416, -0.4781242064636976] User Vector: [2.196420754006132, -0.513539094049974] Predicted: 2.9660884885989742 Movie Vector: [1.4348171043649856, -0.5436353197173149] User Vector: [1.7016472372547975, -0.3412668429021715] Predicted: 2.6270772708586465 Movie Vector: [1.68616259654227, -0.28489650019436186] User Vector: [2.3212133381564106, -0.10466374882994967] Predicted: 3.943761445133238 Movie Vector: [1.5134253868137741, -0.0008922834783640261] User Vector: [1.924164236789104, -0.3338008215205273] Predicted: 2.9123768493138877 Movie Vector: [1.8635587141087429, 0.2571016580383817] User Vector: [1.9275257021354457, -0.3518826144757248] Predicted: 3.501587715266494 Movie Vector: [1.8621897516504502, 0.6083808142745073] User Vector: [1.8103089491076712, -0.04609228773224976] Predicted: 3.3430971088070804 Movie Vector: [2.1983441887763076, -0.031479896085005385] User Vector: [2.3752477218424732, -1.1226086308341612] Predicted: 5.256951629259354 Movie Vector: [1.9336606631272795, -0.39221490159570727] User Vector: [2.130517016708594, 0.0979337297958853] Predicted: 4.081285879137899 Movie Vector: [2.1059283290294397, -0.735800959635791] User Vector: [1.7148350333581353, -0.41237587141555565] Predicted: 3.914746238279253 Movie Vector: [1.3679978963518162, -0.05563091560369816] User Vector: [1.8049668081374752, -0.415028731056228] Predicted: 2.4922792248274175 Movie Vector: [2.1483339057462665, -0.0013198237006838906] User Vector: [2.2468067196357193, 0.3219736241126075] Predicted: 4.826466107031863 Movie Vector: [2.007106549398946, 0.0316232632055424] User Vector: [1.5766172300316084, -0.1953704939365179] Predicted: 3.1582605157393147 Movie Vector: [1.9733049048096492, -0.6861574801539875] User Vector: [1.7774041641909746, -0.30478028413017577] Predicted: 3.716487626786523 Movie Vector: [1.8458275768206156, -0.6431840587679413] User Vector: [1.7031242141742344, -0.035440219886750904] Predicted: 3.166468225744131 Movie Vector: [1.925995020142138, 0.09941984196353673] User Vector: [1.7405515824986213, -0.19827852825599784] Predicted: 3.3325808602488887 Movie Vector: [1.9494199202700218, -0.09182142795297464] User Vector: [1.7936425387143813, -0.14482574213355032] Predicted: 3.5098606012605607 Movie Vector: [2.2995292124217346, -0.3125093537654346] User Vector: [2.122113013079719, -0.39129202213860215] Predicted: 5.002143282609225 Movie Vector: [1.8370585453229062, -0.08516953939999217] User Vector: [2.0744193207819244, -0.40842996244067464] Predicted: 3.845615531603601 Movie Vector:
avg loss: 1.111845643385949: 48%|██████████████████████▍ | 7153/15000 [00:15<00:14, 533.51it/s]
[1.9503247399155579, -0.02710573238155877] User Vector: [1.638203016035882, -0.6400084002344738] Predicted: 3.212375767597769 Movie Vector: [1.676075871200442, -1.1406625507324624] User Vector: [1.4447102061658839, -2.3503757918890216] Predicted: 5.102429563387616 Movie Vector: [1.7269130677921176, 0.1015435791836359] User Vector: [2.127037812213496, 0.6774303764697013] Predicted: 3.741998098673894 Movie Vector: [2.087957001158595, -0.14760550436832784] User Vector: [2.1148945548210976, -0.320946879889538] Predicted: 4.463182418532436 Movie Vector: [1.5291428508156546, -0.32771426466532116] User Vector: [2.4427990364179597, -0.37616691105508476] Predicted: 3.858663945165735 Movie Vector: [1.416509148078591, -0.4528624098839744] User Vector: [1.8652338153016144, -0.6957080636673173] Predicted: 2.957180792968365 Movie Vector: [2.196565556948703, -0.06235416079223832] User Vector: [1.8662142481012258, -0.07664346323443683] Predicted: 4.104040978096268 Movie Vector: [1.8977701843182682, -0.1387944332801688] User Vector: [2.0336718325752345, 0.552351437598736] Predicted: 3.78277846379617 Movie Vector: [1.493986160336092, 0.3049914392804286] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 2.829782167057373 Movie Vector: [2.1608838507200803, 0.8286746535175306] User Vector: [1.4930157664336148, -0.12204561662256254] Predicted: 3.1250975494888262 Movie Vector: [1.541346206905355, 0.11995489579417631] User Vector: [2.006840344110284, -0.20958978455574734] Predicted: 3.0680944314931144 Movie Vector: [1.5711320253611007, -0.7142671984614001] User Vector: [2.0205623898256793, -0.37946958851569] Predicted: 3.4456129597856875 Movie Vector: [1.5020286512596324, -0.4302425454275446] User Vector: [1.9864922155270952, -0.6887281773768137] Predicted: 3.2800883873681954 Movie Vector: [2.3960900613056615, -0.10421780334748977] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 4.62103887371461 Movie Vector: [1.98908764935465, 0.41658333518926416] User Vector: [1.6648368427198714, -0.08017722961562297] Predicted: 3.278105904325175 Movie Vector: [2.2323177136585, 0.0471535745751156] User Vector: [2.0826457752430625, -0.6097401301094367] Predicted: 4.620375628654571 Movie Vector: [1.5055382328066473, -0.08574159688288666] User Vector: [1.9321335109768831, -0.46474761426775235] Predicted: 2.9487490742574685 Movie Vector: [1.9494199202700218, -0.09182142795297464] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 3.5848670304461803 Movie Vector: [1.7186820687265516, -0.3725139017600804] User Vector: [1.632304150391407, -0.35625756142936427] Predicted: 2.938122768225224 Movie Vector: [1.5550184022671223, -0.31469951783569944] User Vector: [2.010756634161618, -0.4711808381253035] Predicted: 3.27504395117347 Movie Vector: [2.076217372602226, -0.36790941849113634] User Vector: [1.2265910640032265, -0.41773158147336764] Predicted: 2.7003570593873976 Movie Vector: [1.8480752751841898, -0.4183361191468627] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 3.6399841931005494 Movie Vector: [2.1796570140822307, -0.827696522815987] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 4.560153267689731 Movie Vector: [2.149619964383806, -0.6571773065969383] User Vector: [1.982896473831709, -0.3038329144014082] Predicted: 4.462145943796709 Movie Vector: [1.9369330335041521, -0.09927002379149623] User Vector: [2.064904432888518, -1.1854808669133128] Predicted: 4.117264320953777 Movie Vector: [1.4809959562172064, 0.06723738374238981] User Vector: [0.8450517658524874, -0.002411435406704192] Predicted: 1.251356109413933 Movie Vector: [1.9576673945589649, -0.4407780997881693] User Vector: [1.698305573418188, -0.1597970101882085] Predicted: 3.3951524695811424 Movie Vector: [1.5708973381520364, -0.08202975852878056] User Vector: [1.3962516487467407, 0.18040923067658446] Predicted: 2.1785690727778837 Movie Vector: [2.3923861108614117, 0.30353778428021805] User Vector: [1.6524044086575174, -0.265977388245679] Predicted: 3.872455169701676 Movie Vector: [2.29513000419571, -1.099903011607476] User Vector: [1.9189692940662015, 1.0034085191453497] Predicted: 3.300631951861032 Movie Vector: [2.0018571192279127, -0.425039064343377] User Vector: [2.1285623392338735, -0.5402928717183278] Predicted: 4.490723249182303 Movie Vector: [1.6300529147820715, -0.02609439706575645] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.2092187893210538 Movie Vector: [0.9056886285496065, -0.3775579138259039] User Vector: [1.9443533582478092, -0.08146002604188919] Predicted: 1.7917346039398596 Movie Vector: [1.5321566980683694, -0.820772920976396] User Vector: [1.9822726339862762, -0.8265256437540889] Predicted: 3.715542160445642 Movie Vector: [2.1483339057462665, -0.0013198237006838906] User Vector: [1.9346674081448945, -0.25549660394287477] Predicted: 4.156648799733255 Movie Vector: [1.6901711298224895, -0.3252630482861306] User Vector: [1.68847779149311, -0.3633753972467391] Predicted: 2.97200900590875 Movie Vector: [1.671797223217955, -1.1256649637846599] User Vector: [1.9706858814190373, -0.3174087267554159] Predicted: 3.651883067299245 Movie Vector: [1.978353652390777, -0.25273868374363645] User Vector: [1.7740227182123474, -0.6692773292578069] Predicted: 3.678796595255686 Movie Vector: [1.9402138417222725, -0.6752270825960521] User Vector: [2.2691376244075165, -0.1461519894640287] Predicted: 4.5012980091096635 Movie Vector: [1.058324165627456, -0.38269262126918574] User Vector: [1.4454962426467086, -0.44754916146769974] Predicted: 1.7010773666656007 Movie Vector: [1.734573001072952, -0.5849079502783108] User Vector: [1.636531851177322, -0.706875038778168] Predicted: 3.2521407944827607 Movie Vector: [2.0286767166419324, 0.2196548477045961] User Vector: [2.115336593541965, 0.15864667925223366] Predicted: 4.326181607349232 Movie Vector: [1.645668426733709, -0.9786395979701075] User Vector: [1.7937486517701369, -0.08724640238752047] Predicted: 3.037298305871134 Movie Vector: [1.9501350434911768, 0.4150302252415625] User Vector: [1.9038342653651537, -0.6976994376762166] Predicted: 3.423167563118195 Movie Vector: [1.6986310395240327, 0.7016296407352227] User Vector: [1.9092570982835504, -0.2739806616745639] Predicted: 3.0508904163569026 Movie Vector: [2.09776839597651, 0.2689170560652706] User Vector: [1.7120987707810584, 0.07800711000230987] Predicted: 3.6125641345087165 Movie Vector: [1.7752835260097373, -0.7360093494926913] User Vector: [1.844606481993685, 0.12029425873414938] Predicted: 3.1861618003355394 Movie Vector: [2.0907288372032915, -0.08144401814931428] User Vector: [1.9271166360401433, -0.1717869716076045] Predicted: 4.043069344856753 Movie Vector: [1.804428101891789, -0.5405795986700331] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 3.726069286746311 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.4892415901713165, -0.7363488687934976] Predicted: 3.25742100460686 Movie Vector: [1.9199392753622158, -0.09477227772523845] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 3.3470242244580235 Movie Vector: [1.488129347792871, -0.09560304443563063] User Vector: [2.1670424380120044, -0.42527852856656295] Predicted: 3.2654973719823457 Movie Vector: [1.395681520943784, -0.2105478892794033] User Vector: [2.5511316133154236, -0.22603705035676047] Predicted: 3.6081588740513983 Movie Vector: [1.801334889956672, -0.6859273213228005] User Vector: [1.9672512469221017, 0.1865430931573418] Predicted: 3.4157233041908643 Movie Vector: [1.47911912186747, -0.2825586623834966] User Vector: [1.9188150470565675, -0.22438786107054973] Predicted: 2.901558761307587 Movie Vector: [1.9006879613978485, -0.350763180327754] User Vector: [1.17288807596336, -0.40468888681224074] Predicted: 2.3712442070322033 Movie Vector: [1.6952893856557743, -0.4483403371768504] User Vector: [1.767242451356758, -0.17654791248017448] Predicted: 3.075140920274633 Movie Vector: [2.2530568764792824, -0.022514607488438105] User Vector: [1.7646741357111666, 0.4330692254617865] Predicted: 3.9661608125825842 Movie Vector: [1.734573001072952, -0.5849079502783108] User Vector: [2.262280845345448, -0.6684799774658458] Predicted: 4.315090528602348 Movie Vector: [2.152896030669647, 0.188444725335576] User Vector: [2.1914515711227276, 0.14812243091448726] Predicted: 4.7458802796846 Movie Vector: [1.8772024169527775, 0.05643450332545942] User Vector: [1.8511310359383535, -0.21507914074481746] Predicted: 3.4628097702761758 Movie Vector: [1.3868652356207503, -0.8004579463292563] User Vector: [2.258874992617039, -0.9657270711495778] Predicted: 3.9057791069606083 Movie Vector: [1.909367041949501, -0.4544161334276539] User Vector: [2.0259400524936186, -0.4485064435429549] Predicted: 4.072071729088935 Movie Vector: [1.5095840170203605, -0.6595307950227778] User Vector: [1.7592562079774334, -0.5835379962354145] Predicted: 3.0406063319897223 Movie Vector: [1.9536787425780662, 0.7138084436141187] User Vector: [1.7559738386041126, -0.2908949344534971] Predicted: 3.222965500586581 Movie Vector: [1.4268894018017124, -0.7193137031201063] User Vector: [1.6302783457848413, -0.1298963388035281] Predicted: 2.4196631100737274 Movie Vector: [1.5620201000142435, 0.7233539251474432] User Vector: [1.7025743082068079, -0.6019742228481205] Predicted: 2.2240148742521098 Movie Vector: [1.6723761008391906, -0.08098187694098731] User Vector: [1.4033219848005491, -0.5381845051067936] Predicted: 2.390465340526761 Movie Vector: [1.9583339292289785, -0.3584184086462147] User Vector: [2.2884410614338506, -0.3900801280670147] Predicted: 4.621343674392977 Movie Vector: [2.287700221154786, -0.5575656395549136] User Vector: [2.20244464927847, -0.07382252398363548] Predicted: 5.0796940140340245 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.9718155329028415, 0.1830234196309844] Predicted: 3.7206759273897467 Movie Vector: [1.6952893856557743, -0.4483403371768504] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 4.256462227643686 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.8703847132670193, -0.15963838528937294] Predicted: 4.440833819199084 Movie Vector: [1.371543532391071, -0.3596248459363459] User Vector: [1.9769964851414072, -1.3495634791781386] Predicted: 3.196873301036334 Movie Vector: [1.991102567474657, -0.603225853448776] User Vector: [1.4714051139347162, -0.1578736352774656] Predicted: 3.0249519585280633 Movie Vector: [1.274448163386744, -0.4088094092918361] User Vector: [2.0355445604116733, -0.4823325682867496] Predicted: 2.7913781188320543 Movie Vector: [1.6480752227997266, 0.27741258049528517] User Vector: [1.6397126104710669, -0.14909365738813105] Predicted: 2.6610092695981034 Movie Vector: [1.5708422001087885, -0.7444034666371284] User Vector: [1.8787138704182968, -0.5816211587194317] Predicted: 3.384123836403023 Movie Vector: [1.9580262863332352, -0.07293087139793465] User Vector: [1.7593370843446536, -0.9178001429404077] Predicted: 3.5117642218614966 Movie Vector: [1.82207814895449, -0.12299497743037847] User Vector: [1.9362126419993448, -0.2957556591194135] Predicted: 3.5643072073347475 Movie Vector: [1.8995463676181217, -0.17444812133270723] User Vector: [2.3428849325446315, -0.7186895748343484] Predicted: 4.575792609513637 Movie Vector: [2.0035701890392166, -0.09972223517323367] User Vector: [1.5870828044096281, 0.11590823203312245] Predicted: 3.168273166478568 Movie Vector: [1.878892690553185, -0.5445128809941834] User Vector: [1.7254039452916026, -0.4439376920174683] Predicted: 3.48357865272236 Movie Vector: [1.4965098218278752, -0.17405221655455383] User Vector: [1.8703847132670193, -0.15963838528937294] Predicted: 2.8268345088076137 Movie Vector: [1.765535808533248, 0.06436066128606728] User Vector: [2.17786876206109, 0.33472789322553853] Predicted: 3.866648594263718 Movie Vector: [1.5734767011974122, -0.7086903921626044] User Vector: [2.1162804443104544, -0.4443153240400518] Predicted: 3.6447999735600067 Movie Vector: [1.5811508459577075, 0.28066932067142886] User Vector: [2.033712596629145, -0.3336864801530237] Predicted: 3.1219508348932297 Movie Vector: [1.9552772767300943, 0.06835645109684767] User Vector: [1.8689461103293268, -0.27076861536185326] Predicted: 3.635799079345485 Movie Vector: [1.6373132731499196, 0.14911755159642687] User Vector: [1.9194740999117579, -0.04020165031112573] Predicted: 3.1367856495884854 Movie Vector: [1.8173085910302127, -0.8735503732970417] User Vector: [1.9200463707916218, -0.5657101459085578] Predicted: 3.98349307395234 Movie Vector: [2.094634268594892, -0.5903323120699914] User Vector: [2.018409417010153, 0.1601991885576657] Predicted: 4.133258775551122 Movie Vector: [1.4105663930057017, -0.33142731185166274] User Vector: [1.9196582207679043, -0.15161328177874756] Predicted: 2.758054154693265 Movie Vector: [1.8435320126534676, 0.4706606673137753] User Vector: [2.349389505521749, -0.6101773886423415] Predicted: 4.043988266703263 Movie Vector: [1.8325925957977698, -0.5196628194935418] User Vector: [1.9718155329028415, 0.1830234196309844] Predicted: 3.518424079597994 Movie Vector: [1.5698653758333145, -0.407974366846977] User Vector: [1.7031242141742344, -0.035440219886750904] Predicted: 2.688134435844668 Movie Vector: [1.949484782271475, -0.6739489825922782] User Vector: [1.8786918020282144, -0.5306557451040602] Predicted: 4.020115978151807 Movie Vector: [1.5854038093028269, -0.9531606309569811] User Vector: [1.7475022900825836, -0.05181395624974307] Predicted: 2.819883810693724 Movie Vector: [1.429526685477004, -0.4885837605609398] User Vector: [1.9633526622405213, -0.3391555462442945] Predicted: 2.972370915874281 Movie Vector: [2.1799558228870324, -0.24425893098261925] User Vector: [1.820924073515264, -0.031169803621183347] Predicted: 3.9771475400062233 Movie Vector: [1.9022929888340978, -0.5437786823210596] User Vector: [1.710608207342238, -0.772754309178541] Predicted: 3.6742853194722316 Movie Vector: [1.693174725130548, -0.179904798766102] User Vector: [2.115336593541965, 0.15864667925223366] Predicted: 3.553093156423223 Movie Vector: [2.3403640020652334, -0.3974781262089893] User Vector: [1.3440225021328494, -0.10181083674233676] Predicted: 3.1859694625734774 Movie Vector: [1.6143445504912914, -0.03179533465903921] User Vector: [1.7209767641399427, -0.5913690016045324] Predicted: 2.797052236024451 Movie Vector: [2.082936342376003, -0.21107600004310414] User Vector: [1.636919730013391, -0.37902025224846186] Predicted: 3.4896016739771403 Movie Vector: [2.49570930250012, -0.005645386106913286] User Vector: [2.3107522755454224, -0.17207979381325267] Predicted: 5.767937406729304 Movie Vector:
avg loss: 1.0449219780174657: 30%|█████████████▎ | 20744/70000 [00:38<01:31, 535.62it/s]
[1.9610956512606443, -0.5537136929581812] User Vector: [1.539193459962252, -0.8637312266016445] Predicted: 3.4967654079856936 Movie Vector: [2.095243956488002, -0.2458818297825348] User Vector: [1.4552749253093689, 0.14943250720222429] Predicted: 3.0124132539831088 Movie Vector: [2.3645225552476203, -0.3184938342313393] User Vector: [1.7264950104231374, -1.024188510954308] Predicted: 4.4085341194975065 Movie Vector: [2.2294789278323677, -0.44370373728089785] User Vector: [1.9786902091435066, -0.3353686955492562] Predicted: 4.560252469575892 Movie Vector: [2.3378169594644453, -0.11612911865478076] User Vector: [2.218750163875306, -0.12925677379173234] Predicted: 5.202042237142803 Movie Vector: [2.0801785040496616, -0.2871589589263312] User Vector: [1.6487671958430576, -0.2617825156898391] Predicted: 3.5049032736455774 Movie Vector: [1.5116866177085635, -0.7383711080261393] User Vector: [1.9643024363378703, -0.03296428690629441] Predicted: 2.993749583192578 Movie Vector: [2.0592364122653986, 0.2888260399855086] User Vector: [1.855569020582059, -0.2992640156644051] Predicted: 3.7346200520997073 Movie Vector: [1.25325651579489, 2.1267828901746793] User Vector: [2.199622156962996, 0.8103652856599295] Predicted: 4.48016182483374 Movie Vector: [2.0925528638859454, -0.03233764055015363] User Vector: [1.775280437550008, 0.026517107665469938] Predicted: 3.714010663099848 Movie Vector: [2.050352923413976, 0.2521199931444172] User Vector: [1.9513436424236619, -0.6406739287946883] Predicted: 3.839416435293108 Movie Vector: [1.9435264515301875, -0.4961875813511035] User Vector: [2.2392756641288365, 0.027638048575896065] Predicted: 4.338377829026083 Movie Vector: [1.9813502815638688, -0.6083545663800216] User Vector: [1.6123295278065977, -0.38371542424773214] Predicted: 3.428024594424897 Movie Vector: [1.408779603489398, -0.5113094232466466] User Vector: [2.2725179364191117, -0.5068872337288017] Predicted: 3.460653136520023 Movie Vector: [1.2799092819624482, -0.5656927461752463] User Vector: [2.069662012216522, 0.009108920903704725] Predicted: 2.643826769480295 Movie Vector: [1.7063426987661876, -0.3769242098513953] User Vector: [1.9194865706356283, -0.7070443961661025] Predicted: 3.5418040455386177 Movie Vector: [2.0149649394210476, -0.6163544587581986] User Vector: [2.065559676597273, -0.21631470723525162] Predicted: 4.2953568629248045 Movie Vector: [1.8487340692862466, -0.28539674758008055] User Vector: [2.0676024966711535, 0.3679932546114961] Predicted: 3.7174230993397352 Movie Vector: [1.7882327284709583, -0.12794605531153527] User Vector: [1.8715329121868152, 0.12906038170367248] Predicted: 3.330223639247041 Movie Vector: [1.9334781964501182, -0.16941757372801017] User Vector: [1.70067756096579, -0.3883237058965662] Predicted: 3.3540118433933874 Movie Vector: [1.8442780787014321, -0.33265075114757325] User Vector: [1.9007610874767975, 0.3230076250050123] Predicted: 3.3980832773978418 Movie Vector: [1.383923916943039, -0.6218347684861848] User Vector: [1.7838998661285548, -0.4582956419039238] Predicted: 2.7537658545483463 Movie Vector: [1.4288176207721937, -0.8844394366774146] User Vector: [1.8539959894002505, -0.01780357290359812] Predicted: 2.664768320485759 Movie Vector: [1.9039686887576817, -0.09911669745024043] User Vector: [2.1638329355713024, -0.66774270901934] Predicted: 4.186054609094851 Movie Vector: [1.8378106181622778, -0.4479350814970914] User Vector: [1.8233750053583158, -0.18968092038730294] Predicted: 3.435982684271343 Movie Vector: [1.8695849780028284, 0.0018998443457014565] User Vector: [1.7691529525827627, -0.6400384743387009] Predicted: 3.3063658104615796 Movie Vector: [1.8145208575412533, -0.13113480913440648] User Vector: [2.136740230555015, -0.21042326180497112] Predicted: 3.9047535297638154 Movie Vector: [1.9243410871214321, -0.41706949104555524] User Vector: [2.089564121355063, -0.023211331885005286] Predicted: 4.0307148312741115 Movie Vector: [1.288311022619585, -0.4642613902278268] User Vector: [1.6903349268739223, 0.25873024791580373] Predicted: 2.057558653619163 Movie Vector: [1.6490137965436031, -1.0317345471216055] User Vector: [2.0512429714938114, -0.39867854584475215] Predicted: 3.7938583890006274 Movie Vector: [2.4069758007616304, -0.17900942869800246] User Vector: [1.6536377161523135, -0.396398706574352] Predicted: 4.05122507200585 Movie Vector: [2.1346593282210296, -0.1689414970090043] User Vector: [1.8302652551388197, -0.5905949826896565] Predicted: 4.006768800502521 Movie Vector: [1.4593884546350397, -0.5479670788833138] User Vector: [2.166461011113847, -0.8006598807997989] Predicted: 3.600443443097431 Movie Vector:
avg loss: 1.0447949945223833: 30%|█████████████▎ | 20798/70000 [00:38<01:35, 515.59it/s]
[1.6765895584728516, -0.4556241983315135] User Vector: [2.120992591751173, -0.16675929120392016] Predicted: 3.632013601297406 Movie Vector: [2.0141324201839894, -0.1845054573750835] User Vector: [1.7326915296137932, -0.8316869568949898] Predicted: 3.643320966348129 Movie Vector: [2.000068638829678, -0.21674358915667521] User Vector: [1.7800879956626663, -0.4772118457892991] Predicted: 3.663730782726533 Movie Vector: [1.7716761298193677, -0.5749159005909793] User Vector: [1.607106243532302, 0.18198780495560862] Predicted: 2.7426440869672217 Movie Vector: [2.1810809891643075, -0.15919945787034528] User Vector: [1.7885009034722212, -0.29752341854491027] Predicted: 3.9482308866025315 Movie Vector: [1.5120687720369734, -0.5592188696741052] User Vector: [1.5097159711890034, -0.03180145462786003] Predicted: 2.3005783481913475 Movie Vector: [1.8428595211919745, -0.377752648771028] User Vector: [1.72242376473428, 0.22948584384909157] Predicted: 3.0874961489984445 Movie Vector: [1.4323206777784832, -0.28597967912521627] User Vector: [1.5348479298663262, -0.26265375452944134] Predicted: 2.2735080636344014 Movie Vector: [1.7042856026376838, -0.5752353870275703] User Vector: [0.9124476325969605, -1.3486604938682603] Predicted: 2.3308686045549414 Movie Vector: [1.8288649834159325, -0.49622336126990746] User Vector: [1.5467066587616498, -1.7877854220231015] Predicted: 3.7158585391710806 Movie Vector: [2.100818947102694, -0.2511937262589408] User Vector: [1.9187805631373631, 0.06038893010307321] Predicted: 4.015841241993968 Movie Vector: [1.8877034549054565, -0.6122798426787944] User Vector: [2.063271683805347, -0.18189069319579915] Predicted: 4.006213090942612 Movie Vector: [1.9519950758799236, -0.06359074230190663] User Vector: [2.1342765020270944, -0.3087593052577125] Predicted: 4.185731455937075 Movie Vector: [2.0731444392365277, -0.33223613075248104] User Vector: [1.7278358222951273, -1.0489475288074626] Predicted: 3.9305514952381846 Movie Vector: [1.7323487888872904, -0.18027375180702462] User Vector: [2.1519919153921574, -0.06377820634221365] Predicted: 3.7394981248656776 Movie Vector: [1.660106424938036, -0.9816780369860485] User Vector: [1.9780461141492982, -0.052993614837089004] Predicted: 3.335789730709034 Movie Vector: [2.3478225859091904, -0.12607063848921185] User Vector: [1.3756200188107304, -0.08486877731539713] Predicted: 3.240411210736609 Movie Vector: [1.2313395181884974, -0.5659065096467296] User Vector: [1.796100244458559, -0.9574350310748727] Predicted: 2.753427926278934 Movie Vector: [1.7395923735572052, -0.2117780977461151] User Vector: [1.6372968650101343, -0.2054995549171582] Predicted: 2.8917494444487795 Movie Vector: [1.4694573460459972, -0.7418694934352953] User Vector: [1.903472824825527, -0.7001915427287959] Predicted: 3.3165228705506857 Movie Vector: [2.0598602843777174, -0.36018483680501806] User Vector: [2.145806716242375, -0.48377394106784877] Predicted: 4.5943100707526785 Movie Vector: [1.2327987848951598, -0.9090307941422633] User Vector: [2.1430397640197247, -0.21087852695945927] Predicted: 2.8336318918950347 Movie Vector: [1.4629303624760925, -0.42844779470255223] User Vector: [1.4006038772552958, -0.18796273883750433] Predicted: 2.1295181587796908 Movie Vector: [1.2838109389894399, -1.1169028053550072] User Vector: [2.017453080840783, -0.3420244749713065] Predicted: 2.9720364296768698 Movie Vector: [1.8847918019785959, -0.44529374607488564] User Vector: [1.8520650090013542, -0.5974611107430947] Predicted: 3.7568026418340215 Movie Vector: [1.8350209565179725, -0.1982401353103604] User Vector: [1.8651781774999507, -0.4419732017089081] Predicted: 3.5102578706627354 Movie Vector: [1.2238905486462373, -0.9894292723970496] User Vector: [1.5785042235325157, -0.5166566816011925] Predicted: 2.4431116447353554 Movie Vector: [1.584564551956179, -0.3390655530370503] User Vector: [1.9380294418647617, -0.7287230904526233] Predicted: 3.318017651901507 Movie Vector: [1.901613029883045, -0.29774657190784404] User Vector: [1.6883055141388439, 0.24748811134782553] Predicted: 3.136815027368057 Movie Vector: [2.2634977955869005, -0.16905187061788982] User Vector: [1.8337368223670714, -0.016237091395271196] Predicted: 4.1534041657881575 Movie Vector: [2.3145631625645366, -0.43933977805457103] User Vector: [1.424484333112444, 0.15966614504318408] Predicted: 3.226911274346272 Movie Vector: [2.102476506935423, 0.34231220042989513] User Vector: [1.820147571231676, -0.0732284341833162] Predicted: 3.8017505212308413 Movie Vector: [1.663033653912951, 0.17761796203465835] User Vector: [1.6457319746695962, -0.9056395180650917] Predicted: 2.5760498136593832 Movie Vector: [2.321477108019667, -0.11517721495855779] User Vector: [1.908848717179432, -0.5071476141238309] Predicted: 4.489760449372419 Movie Vector: [1.7478413216388002, -0.13246987301405108] User Vector: [1.6498855055530735, -0.5613201483033385] Predicted: 2.9580960713445554 Movie Vector: [1.8635148435123907, -0.11501765172730857] User Vector: [2.0978683383706214, -0.665264624435705] Predicted: 3.9859259631681723 Movie Vector: [1.7173198779480228, -1.3378120374372398] User Vector: [2.031344811656085, -0.40494200927954] Predicted: 4.030205118501768 Movie Vector: [1.4994226206802779, 0.21305094841897346] User Vector: [2.1525134188204937, -0.29179799893142055] Predicted: 3.165359471078191 Movie Vector: [1.6966691845947663, -0.243001844931373] User Vector: [1.7884532566886482, -0.48499845599886765] Predicted: 3.152269048308375 Movie Vector: [1.9817550817256457, 0.37959907619036426] User Vector: [2.159517027484002, -0.8691061780543283] Predicted: 3.94972194098872 Movie Vector: [1.4204912508458536, -1.153955360781338] User Vector: [2.254782195084288, -1.1131476915774117] Predicted: 4.487421126717365 Movie Vector: [1.9014447525519869, -0.5271170142194411] User Vector: [1.890354944884127, -0.48965737017005395] Predicted: 3.852512221365206 Movie Vector: [1.4323315255197113, -1.5644344823570353] User Vector: [1.6878184705661585, -0.454107730793486] Predicted: 3.127937397504607 Movie Vector: [1.6776672827498333, -0.5008242852357141] User Vector: [2.0636500685775796, 0.4735877987440261] Predicted: 3.2249339322947232 Movie Vector: [1.6738037459777417, -0.7025248984112503] User Vector: [1.6708875394465144, -0.5736053045652042] Predicted: 3.1997098309509315 Movie Vector: [2.1506611120758663, 0.10345968338985947] User Vector: [1.7940333571071647, -0.5556123586659275] Predicted: 3.800874296182225 Movie Vector: [1.0100571201794302, -0.3781234087813553] User Vector: [1.795629794461917, -0.09790428646689807] Predicted: 1.850708561635756 Movie Vector: [1.7153898233381495, 0.13510546870697826] User Vector: [2.0610163241079813, -0.7974912495405135] Predicted: 3.4277009990497476 Movie Vector: [1.7253471302196293, 0.462352039101295] User Vector: [2.052208599818352, -0.3630283982433236] Predicted: 3.37292529812916 Movie Vector: [1.9116071675247117, -0.5297493777359268] User Vector: [2.015252412564974, -0.6270249467352789] Predicted: 4.184537031588588 Movie Vector: [2.2460491056692806, -0.3155610654322283] User Vector: [2.002969563000304, 0.08106337965817444] Predicted: 4.473187549207151 Movie Vector:
avg loss: 1.0437282748323116: 30%|█████████████▍ | 20850/70000 [00:38<01:37, 506.62it/s]
[2.1426204989379882, -0.49143387723604637] User Vector: [2.016761282288117, -0.4226399234827944] Predicted: 4.5288536411668785 Movie Vector: [1.2790917096857044, -0.07994591780363361] User Vector: [2.155297594029724, -0.042216034111344905] Predicted: 2.760198284022026 Movie Vector: [1.7990316242259774, 0.11730378150939443] User Vector: [1.7501583576763555, -0.41610844997440116] Predicted: 3.099779138163153 Movie Vector: [2.169439578336191, -0.17128173901018792] User Vector: [1.4931496235601494, -0.02567460751153749] Predicted: 3.243695481152153 Movie Vector: [2.0366590574715486, -0.19531817856322442] User Vector: [1.9435126437357955, -0.33689233791143874] Predicted: 4.024073826987752 Movie Vector: [1.8634432352837775, -0.2908393464498176] User Vector: [2.0813353536082118, 0.3109278362177255] Predicted: 3.788020236359572 Movie Vector: [1.3730715002177947, -1.1556429561910315] User Vector: [1.3990494941581477, -0.40865342471645316] Predicted: 2.3932524396195856 Movie Vector: [2.277565276180152, -0.4860949953101447] User Vector: [1.4730985890514114, -0.5298844073228937] Predicted: 3.6126523533060113 Movie Vector: [2.150020970123943, -0.1912475591255022] User Vector: [1.8563072741406443, 0.28224101524631007] Predicted: 3.93712166114504 Movie Vector: [2.108933240667415, 0.4909665597972469] User Vector: [1.5052551271460073, -0.5367474959016321] Predicted: 2.9109575017806595 Movie Vector: [2.1137806852303664, -0.34705801529587443] User Vector: [1.6473383707183522, -0.7530579446053833] Predicted: 3.7434668257208488 Movie Vector: [2.464163299446462, -0.19271802417176562] User Vector: [2.014741957320558, -0.40377708843126486] Predicted: 5.04246831177255 Movie Vector: [1.6791941335216038, -0.39339131722766435] User Vector: [2.4454116284452767, -0.2060674372828082] Predicted: 4.187386001121234 Movie Vector: [1.795344074035674, -0.5170919500480353] User Vector: [1.4171670860091217, -0.1262635675846829] Predicted: 2.6095924041672665 Movie Vector: [1.3302646893104253, -0.6932621108279314] User Vector: [2.1660326764225526, -0.6971354047212233] Predicted: 3.3646943475473954 Movie Vector: [2.2178232471076456, -0.08763820268212624] User Vector: [1.8884141800402878, -0.432702202899562] Predicted: 4.226090112019787 Movie Vector: [1.6942332877141233, 0.021180181406697054] User Vector: [2.0151422293890513, -0.3411569795494787] Predicted: 3.4068952777943617 Movie Vector: [1.879525010870435, -0.28843691203335997] User Vector: [1.5900562547135515, -0.7436528924959174] Predicted: 3.2030474433612897 Movie Vector: [1.952665866119233, -0.29523289670595826] User Vector: [1.5200786077790558, -0.4794355831227362] Predicted: 3.1097507672174434 Movie Vector: [1.863130522691327, -0.3497660524968698] User Vector: [1.5429085321996447, -0.6744042073147073] Predicted: 3.110523677441778 Movie Vector: [1.9012095131956672, -0.45058996620319525] User Vector: [1.8263964779386004, -0.18452053943662286] Predicted: 3.5555054623524707 Movie Vector: [1.9606991934282048, -0.4023663639696399] User Vector: [1.942299960312495, -0.26432240994546313] Predicted: 3.914620412585792 Movie Vector: [1.5842577152040629, -0.4319848483388609] User Vector: [2.1071268127761402, -0.31187007480609985] Predicted: 3.4729550570204895 Movie Vector: [1.4563181999671548, -0.427560434475295] User Vector: [1.8210802891916462, -0.01529182402500268] Predicted: 2.658610547675294 Movie Vector: [1.7813718449296043, -0.48467856923912045] User Vector: [1.640373606666969, 0.09998620980571561] Predicted: 2.873654184969891 Movie Vector: [1.8859805194813877, -0.3255640076099481] User Vector: [1.692960116007981, -0.28781278401641985] Predicted: 3.286591282455764 Movie Vector: [1.5862596566975962, -0.7848351659801227] User Vector: [1.937653366381753, -0.3564864006970436] Predicted: 3.3534044272163817 Movie Vector: [2.375292476182155, -0.18604834356176883] User Vector: [1.7131023779408447, -0.26020865947649907] Predicted: 4.117530579328678 Movie Vector: [1.8975732493008894, -0.37071964602942226] User Vector: [2.131821771880291, -0.22764573409815983] Predicted: 4.129680712562242 Movie Vector: [2.2682648756963486, -0.10240507724727568] User Vector: [1.9349058234168195, 0.12110159137536697] Predicted: 4.37647749921713 Movie Vector: [2.1512355607077094, -0.9097426731710219] User Vector: [1.8277284854799603, 0.22711727975691515] Predicted: 3.7252562320735483 Movie Vector: [1.9131537958261233, -0.3716311891279207] User Vector: [1.6174061226150882, -0.3507307254029314] Predicted: 3.224689139418658 Movie Vector: [2.156176377744972, -0.171053679166651] User Vector: [2.124171963468332, -0.0953145946742446] Predicted: 4.596393321995881 Movie Vector: [1.9538833789326917, -0.13941723470132142] User Vector: [1.3684839397462563, -0.6615901652509095] Predicted: 2.7660950955514094 Movie Vector: [2.1066451072465506, 0.151297732537053] User Vector: [1.9864649462634225, -0.32614368917859815] Predicted: 4.135431859108629 Movie Vector: [1.8793477557403473, 0.04598251031541541] User Vector: [1.8533664247569386, -0.07238307072878425] Predicted: 3.479791675635016 Movie Vector: [1.546906898994589, -0.08334678166616734] User Vector: [2.0870567494486316, 0.009599345105355667] Predicted: 3.2276824097946752 Movie Vector: [2.286036414878398, -0.315766562011174] User Vector: [1.6481925686129852, -0.24787555717075307] Predicted: 3.8460990430756596 Movie Vector: [1.848974228074139, -0.18041390545155736] User Vector: [2.3972032873325193, 1.2049560296231117] Predicted: 4.214976274530725 Movie Vector: [2.10121829276982, 0.0214692202248412] User Vector: [2.1434758698081073, -0.2930821321450427] Predicted: 4.497618462912509 Movie Vector: [2.00883327511787, -0.7039883104129426] User Vector: [1.9302971136427005, -0.4617378618729264] Predicted: 4.2027031299830435 Movie Vector: [1.8677568784211134, -0.2829330779965008] User Vector: [1.9818052784096816, -0.04055640806642547] Predicted: 3.7130051898076686 Movie Vector: [2.103329400445903, 0.09898317386435856] User Vector: [2.087409714514779, -0.02274439940074054] Predicted: 4.388258910475 Movie Vector: [1.816251663416205, -0.28187905591872925] User Vector: [1.9354325515642348, 0.04374120858148386] Predicted: 3.5029028606287183 Movie Vector: [1.4903978199803216, 0.10914351049455505] User Vector: [1.6891382919304214, -0.11102905900281772] Predicted: 2.50536992667191 Movie Vector: [1.8077007558106026, 0.8694808048048369] User Vector: [1.6942359006120444, -0.09531014833447618] Predicted: 2.979801173577921 Movie Vector: [2.1583408490630656, -0.7849796054542226] User Vector: [1.880138807494211, -0.6561072352361841] Predicted: 4.573011188774835 Movie Vector: [1.2096116381176152, -0.9254778927991995] User Vector: [1.883940694440249, 0.1954555744508641] Predicted: 2.0979467763396644 Movie Vector: [0.8759663670886929, 0.6110342261041654] User Vector: [1.6393665837090075, -0.22284123824860574] Predicted: 1.2998663671008501 Movie Vector: [2.3222070703146773, -0.2769170657017009] User Vector: [2.050427039776502, -0.5295248522543969] Predicted: 4.908150637235802
avg loss: 1.0432550289872138: 30%|█████████████▍ | 20901/70000 [00:39<01:42, 480.79it/s]
Movie Vector: [1.954898118922726, -0.3000422785841615] User Vector: [2.0513730271004, -0.6373809880591745] Predicted: 4.201466515870889 Movie Vector: [2.2531742203751475, -0.2518242126954793] User Vector: [2.075212328777477, 0.41403223430560615] Predicted: 4.571551579571526 Movie Vector: [2.082596263619703, 0.28276299220398754] User Vector: [1.6936360444782101, -0.4396978584194199] Predicted: 3.402829816049613 Movie Vector: [2.0339583122764657, -0.2813677605858943] User Vector: [1.9092219908298356, -0.8094466921259768] Predicted: 4.111030141306512 Movie Vector: [1.6926372013048712, -0.6326373190010609] User Vector: [1.9880694627341295, -0.008713284314863054] Predicted: 3.370592680230625 Movie Vector: [1.9629310001213671, -0.36175501495495543] User Vector: [2.062223245648287, -0.4897101677654335] Predicted: 4.225157047117502 Movie Vector: [1.8457746523049623, -0.700828088485326] User Vector: [2.003526880252927, -0.3688241323219447] Predicted: 3.9565414424249394 Movie Vector: [1.7776082867584655, -0.6023093852120766] User Vector: [2.105263189883518, -0.05371843120903794] Predicted: 3.7746884074205758 Movie Vector: [1.6941060519051847, -0.4837468353858133] User Vector: [2.1819529737065726, -0.2926889919272687] Predicted: 3.838047111325899 Movie Vector: [1.2343838087414738, -0.536212164328818] User Vector: [1.7482752339576524, -0.6400596899647075] Predicted: 2.5012504336766463 Movie Vector: [1.7384005095348714, -0.38873272979839624] User Vector: [1.8471661820853407, -0.3854633960221209] Predicted: 3.3609568703057784 Movie Vector: [1.6553317878092937, -0.7407817147190332] User Vector: [1.6501934815409118, 0.6096684783573857] Predicted: 2.279986465222632 Movie Vector: [1.5357244437521231, -0.6437765226511593] User Vector: [1.7072935849138204, -0.3483673922357827] Predicted: 2.84620323939195 Movie Vector: [2.043068318917377, -0.723755645189596] User Vector: [2.1370780723379768, 0.6443930095712429] Predicted: 3.8998134262488375 Movie Vector: [1.601063489914499, -0.7926510793288846] User Vector: [1.6380932625753444, -0.3403691577751648] Predicted: 2.892485296065056 Movie Vector: [1.4233341109215332, -0.176384400883972] User Vector: [1.852232824591674, -0.24283418742372495] Predicted: 2.67917832327275 Movie Vector: [1.9769551004626444, -0.3402688700648647] User Vector: [1.5297678281229787, -0.24584870605885484] Predicted: 3.1079369717489405 Movie Vector: [2.4610445394110987, -0.19209298936667846] User Vector: [2.2015334522127312, -0.12840154791811803] Predicted: 5.442736918077907 Movie Vector: [1.4613399175336748, -0.2377190550938772] User Vector: [1.8426767920008178, 0.04598736932933563] Predicted: 2.6818450772804687 Movie Vector: [2.3587032263626173, 0.2408638152157962] User Vector: [2.155122814406099, 0.6764658754291027] Predicted: 5.246231287166497 Movie Vector: [1.908657807726423, -0.3637233161335806] User Vector: [1.944509017387929, -0.5381191145591466] Predicted: 3.907128787054224 Movie Vector: [1.214875383813236, -0.5202479052519247] User Vector: [1.9337995881785806, -0.21794870690869572] Predicted: 2.4627128751279455 Movie Vector: [1.9908965322605525, -1.2244193620226806] User Vector: [2.0449357676061988, -0.573982475699273] Predicted: 4.774050785130655 Movie Vector: [2.4584283800102456, -0.3399861067961612] User Vector: [2.229021762090826, -0.23464020417882608] Predicted: 5.559664769101148 Movie Vector: [1.6837300382914822, -0.7537510326247806] User Vector: [1.6070701891454349, 0.131618974267904] Predicted: 2.6066644133394954 Movie Vector: [1.923092120091448, -0.5480210789665209] User Vector: [1.6157140666864112, 0.10544081461330597] Predicted: 3.0493832009740527 Movie Vector: [1.8120299387421879, -0.6056087346422054] User Vector: [2.0290055696813605, -0.751586873396224] Predicted: 4.131786413508452 Movie Vector: [1.7792848532484513, -0.32495965657776343] User Vector: [1.820598378663778, -0.7475314034312348] Predicted: 3.4822806671452566 Movie Vector: [1.9766173694257394, -0.39460380713852805] User Vector: [1.8485820010300986, -0.38982006871181574] Predicted: 3.8077637752565683 Movie Vector: [2.1313477034296375, -0.8311508054952232] User Vector: [1.3700589073714189, -0.14468672638791888] Predicted: 3.0403283949711777 Movie Vector: [2.200920928642035, -0.19032297089305306] User Vector: [2.171811532676529, 0.24851521839416427] Predicted: 4.732687300656994 Movie Vector: [1.70839044831656, -1.0669737588500923] User Vector: [1.9276984187291124, -0.316546407684472] Predicted: 3.6310082762493465 Movie Vector: [2.024468505500813, -0.48680422588332745] User Vector: [1.9220261948522537, 0.021745060429268877] Predicted: 3.8804959109169 Movie Vector: [2.1646338325052064, -0.2900232032351696] User Vector: [1.9986192831698588, -0.6899734519411426] Predicted: 4.526387229325977 Movie Vector: [1.9159075124116902, -0.4965284655009202] User Vector: [2.0286905000231124, -0.1655540269618087] Predicted: 3.9689856563173542 Movie Vector: [1.5265797480765442, -0.4451745393712248] User Vector: [1.6755187017956277, -0.35203592495141395] Predicted: 2.7145303484170764 Movie Vector: [1.7516266885992768, -0.3994949894385434] User Vector: [2.026901770735775, -0.02322718440275287] Predicted: 3.5596543805775807 Movie Vector: [2.0211744241082874, -0.3755859117756833] User Vector: [1.9449472351052188, -0.2914971749782947] Predicted: 4.040559840079055 Movie Vector: [2.109932611390762, -0.291883158371527] User Vector: [2.089158714721714, -0.30450517904942975] Predicted: 4.4968640359639895 Movie Vector: [1.662071225662205, 0.2350205952179447] User Vector: [2.0705519796830747, 0.5976626239190278] Predicted: 3.5818678922821214 Movie Vector: [1.9790765839435713, -0.5443675566038894] User Vector: [1.7549196249470482, 0.3625676720349439] Predicted: 3.275750258706515 Movie Vector:
avg loss: 1.0440831228761962: 30%|█████████████▍ | 20950/70000 [00:39<01:42, 476.53it/s]
[1.8412066743581479, -0.6788601365314406] User Vector: [2.103563792683651, -0.8014750217938932] Predicted: 4.417185137748819 Movie Vector: [1.9360305361895436, 0.056474193348682644] User Vector: [1.730778439894136, -0.3914495420364092] Predicted: 3.328733113890328 Movie Vector: [1.870030226194678, -0.2816064435424001] User Vector: [1.8508909124241337, 0.20315241758309363] Predicted: 3.4040129218095614 Movie Vector: [2.0886280719567796, -0.5553087580468041] User Vector: [1.558724003822993, -0.54991504755537] Predicted: 3.5609673529067916 Movie Vector: [2.129333757942091, -0.8309381203485123] User Vector: [2.1303174459794803, -0.30857005716041225] Predicted: 4.79255947614979 Movie Vector: [1.9672334204652429, -0.08219852124760664] User Vector: [1.6017375477405567, -0.3476870960171153] Predicted: 3.179570999878747 Movie Vector: [2.2637306907310304, -0.015225589179126956] User Vector: [1.717483687658613, -1.0027530398191553] Predicted: 3.9031880404151167 Movie Vector: [1.4941217643499465, -0.3311496061665432] User Vector: [1.816811976385353, 0.4752095082686396] Predicted: 2.55717287413924 Movie Vector: [2.200675040327815, -0.23505581270409043] User Vector: [1.7465963343368025, -0.26419123417100193] Predicted: 3.905790643760418 Movie Vector: [2.0151328004868603, -0.09259597766250365] User Vector: [2.325473906160745, -0.003814440237930069] Predicted: 4.686491946803886 Movie Vector: [2.0720964969593423, -0.28636835821858175] User Vector: [2.3631166483363244, -0.46005166060730446] Predicted: 5.028349967667846 Movie Vector: [2.231199443217669, -0.2657796410785451] User Vector: [2.192018749984408, -0.23940612459851118] Predicted: 4.954460288355699 Movie Vector: [1.868295431067976, -0.32255744266862935] User Vector: [1.7539887878547291, 0.08761224598536593] Predicted: 3.2487092564819533 Movie Vector: [2.31472795453207, 0.259015428482023] User Vector: [1.8226564776079017, -0.11244636374802276] Predicted: 4.189828557140526 Movie Vector: [1.9715077749163592, -0.5483868322428558] User Vector: [2.150920809199587, -0.6670705302537009] Predicted: 4.606369793534762 Movie Vector: [1.8814143752039874, -0.23121867505717905] User Vector: [1.843180875816432, 0.022834451067165664] Predicted: 3.462507244340703 Movie Vector: [1.6173869276482749, -0.8608842805225508] User Vector: [1.4738791419928725, -0.024153163159103243] Predicted: 2.404625935681296 Movie Vector: [2.060326488858259, 0.7795444432029954] User Vector: [2.4867349070880236, 0.2607927206441844] Predicted: 5.326785316047903 Movie Vector: [1.9144905363506197, 0.04461001195754045] User Vector: [1.632983222852133, -0.32710775697360983] Predicted: 3.111738645219747 Movie Vector: [1.2821790325564661, -0.7447619428024769] User Vector: [1.6443676878311104, -0.3434754867761571] Predicted: 2.3641812419868438 Movie Vector: [2.2038389341853213, -0.2957374489289062] User Vector: [1.6369575085877517, -0.09104058012846829] Predicted: 3.6345147999488905 Movie Vector: [1.8999073704786111, -0.36875873284982963] User Vector: [1.6312099649955247, 0.1208123838047445] Predicted: 3.0545972137287496 Movie Vector: [1.6884651242665525, 0.16362312878767946] User Vector: [1.770715617747141, -0.6498077170166818] Predicted: 2.8834679937915033 Movie Vector: [2.160101939232737, -0.36018169297110875] User Vector: [1.9760655110940781, -0.3268905691136074] Predicted: 4.386242941164876 Movie Vector: [1.3910014219293905, -0.3581219994857803] User Vector: [1.6432822922506787, -0.7935379023341389] Predicted: 2.569991385403736 Movie Vector: [1.320288230031688, -0.7527221911400707] User Vector: [2.1206159726623564, -0.003840563409652385] Predicted: 2.8027151864282347 Movie Vector: [1.9488497307363322, 0.7068602858745248] User Vector: [1.0798846821874495, -1.0309265216014825] Predicted: 1.3758119563324476 Movie Vector: [1.8057067429859706, 0.08836258625763815] User Vector: [1.2694679429255928, -0.07916874697063743] Predicted: 2.2852912693121703 Movie Vector: [1.5625179651281538, -0.3973279070196265] User Vector: [1.4427154728836835, -0.1336219705674898] Predicted: 2.3073605828465342 Movie Vector: [2.0680172747357046, -0.6219103381219174] User Vector: [2.1304591135935946, -0.3465645633043886] Predicted: 4.621358334775377 Movie Vector: [2.0603297292733465, -0.03438918524637796] User Vector: [1.665335593683878, -0.3625037232017298] Predicted: 3.4436066405736585 Movie Vector: [2.014594100904357, -0.4173111242449671] User Vector: [1.8688772226841996, -0.24489681780902758] Predicted: 3.8672271944980072 Movie Vector: [1.097381224128865, -0.4898805342345929] User Vector: [1.0232028005577447, -0.08295405951879026] Predicted: 1.163481120802134 Movie Vector: [2.07751827937894, -0.3348914344275073] User Vector: [2.2430884815718795, -0.33792194611508497] Predicted:
avg loss: 1.0445450443109787: 30%|█████████████▌ | 21000/70000 [00:39<01:41, 481.82it/s]
4.773224487988946 Movie Vector: [1.5342326569298053, -0.41670874815742215] User Vector: [1.8945052488356584, -0.6133045591284817] Predicted: 3.1621811965622633 Movie Vector: [1.927799493796108, -0.061600439587791725] User Vector: [1.6630569778247462, -0.44384970894214687] Predicted: 3.2333817371863804 Movie Vector: [1.7587117869564117, -0.6982851916919879] User Vector: [1.8654283623436079, -0.4084403325143796] Predicted: 3.565958684461042 Movie Vector: [1.8748919296447777, 0.13511958998819576] User Vector: [2.114395148413335, -0.23015963028465838] Predicted: 3.933163324964336 Movie Vector: [2.492478417290718, -0.4735717873748953] User Vector: [1.7778875280702748, -0.6491127127849743] Predicted: 4.738747759686853 Movie Vector: [1.9857126887552639, 0.3780063215716338] User Vector: [1.8159039832656738, -0.1483082496126] Predicted: 3.5498021252370884 Movie Vector: [1.9640806399240416, 0.03438477962597768] User Vector: [2.077151354858356, -0.050100874131730956] Predicted: 4.077970054753201 Movie Vector: [0.43075712892552137, 1.4815935565905982] User Vector: [2.058705311204907, 0.1741424725739152] Predicted: 1.1448103544526154 Movie Vector: [2.014487887812489, -0.3873054068614982] User Vector: [1.923535392402542, -0.06084852806378957] Predicted: 3.898505713692234 Movie Vector: [1.451666853379225, -0.1610412725421506] User Vector: [1.8290686038327073, -0.16662218405408571] Predicted: 2.6820313132943805 Movie Vector: [1.6921593204383256, -0.3356413928641323] User Vector: [1.5135094849957396, -0.23929504650199557] Predicted: 2.6414165043207682 Movie Vector: [2.0817008513020454, 0.37016679013052667] User Vector: [1.7828666760615937, 0.2887736655406585] Predicted: 3.818289498162879 Movie Vector: [1.451113617247246, -0.692496432677061] User Vector: [2.112345045008737, -0.353714246969374] Predicted: 3.3101985133502696 Movie Vector: [2.412956824589963, -0.33519949805612986] User Vector: [1.8287534059110273, -0.03415066618058423] Predicted: 4.4241502974471665 Movie Vector: [1.5842399101910178, -0.24388469420683517] User Vector: [2.1180418446607328, -0.3231923862582393] Predicted: 3.4343080980587053 Movie Vector: [2.2293621665368435, -0.2667306372513902] User Vector: [1.8972982119474435, 0.2787534630763065] Predicted: 4.155412763511256 Movie Vector: [1.4029617157391632, -0.8570523494498845] User Vector: [1.7197133599354306, -0.5940983609711599] Predicted: 2.9218654021092307 Movie Vector: [2.154938941001099, -0.25745068344725885] User Vector: [2.166164074199799, -0.38241484047044777] Predicted: 4.766404278130232 Movie Vector: [1.66102768152167, -0.22300791342072068] User Vector: [1.8217842133554036, -0.4680354609751038] Predicted: 3.1304096197014686 Movie Vector: [1.8966611510075864, -0.3689991577620505] User Vector: [1.7222684601645661, -0.12367966885484374] Predicted: 3.312197373639516 Movie Vector: [1.20288566841251, -0.926175700472408] User Vector: [2.0582015783604657, -0.5304519454664438] Predicted: 2.967072883473147 Movie Vector: [2.00471423070616, -0.05959860763175181] User Vector: [2.0359717419051653, -0.6020891047575206] Predicted: 4.117425196626689 Movie Vector: [1.6493721458280453, -0.8614084376066459] User Vector: [1.516725541630469, -0.7971173537379217] Predicted: 3.188288475503778 Movie Vector: [1.556603905898483, -1.0873791349962802] User Vector: [1.8198928600898951, -0.6451820496835259] Predicted: 3.534409833432692 Movie Vector: [1.563903357287891, -0.24042419129264236] User Vector: [1.5236516333123271, -1.1880154111116876] Predicted: 2.668471549134051 Movie Vector: [2.233376226656402, 0.6427688104009781] User Vector: [1.9413584057492943, -0.6260302173111035] Predicted: 3.9333910127639227 Movie Vector: [1.854256698737183, -0.0736009580548203] User Vector: [1.7781486116492675, -0.3900677496583174] Predicted: 3.325853334582016 Movie Vector: [2.14402211578058, -0.20184108625632782] User Vector: [2.1491172047430496, -0.18369944513418784] Predicted: 4.644832911924208 Movie Vector: [1.5350501666333456, -0.8764135897179608] User Vector: [1.8278621750057602, -0.3089850211578908] Predicted: 3.0766588078874486 Movie Vector: [2.091591182152487, -0.3673385945754301] User Vector: [1.6523628105724235, -0.4328811443527776] Predicted: 3.6150814354947345 Movie Vector: [2.045979527660957, 0.0014063399877829001] User Vector: [1.6618877525979387, -0.5131423914251825] Predicted: 3.3994666664213726 Movie Vector: [1.8810593042996955, 0.06472790292738606] User Vector: [2.1246629931971195, 1.1120546234752968] Predicted: 4.068598055572942 Movie Vector: [2.024363054651329, 0.26348533429371634] User Vector: [1.8794006980320648, -0.04118641034470073] Predicted: 3.793737322883999 Movie Vector: [1.8606860823313702, -0.4024507631059284] User Vector: [1.9281457054658304, -0.21521699664422167] Predicted: 3.674288123400105 Movie Vector: [1.9861176272172132, -0.38515937485357976] User Vector: [2.278616075314341, -0.6711193446600202] Predicted: 4.784087460083715 Movie Vector: [2.1772549147709257, -0.49869199300118866] User Vector: [1.8423400548028286, -0.1815109307271029] Predicted: 4.101761986794595 Movie Vector: [2.090775430821665, -0.5037053767606363] User Vector: [1.7879004567096146, -0.17539691535198942] Predicted: 3.826446716973323 Movie Vector: [1.9592694428778439, -0.15472161344158614] User Vector: [2.0060160222207513, -0.5077510075494828] Predicted: 4.008885949375126 Movie Vector: [1.8468506747854132, -0.31518288027247665] User Vector: [1.992290438361944, -0.3064436986650421] Predicted: 3.776048748043882 Movie Vector: [1.1608022168998036, 0.8019081043994077] User Vector: [1.8721405434278926, -0.47147555019377674] Predicted: 1.7951048284325415 Movie Vector: [2.171185610402934, -0.10848105953762997] User Vector: [2.103490456411162, -0.5653226397092059] Predicted: 4.62839500951608 Movie Vector: [1.5026497994466097, 0.08125713907433754] User Vector: [1.8469404768463094, -0.14818216217800725] Predicted: 2.7632638785624977 Movie Vector: [1.476907288250792, -0.5273295901330277] User Vector: [1.7470843728479715, 0.13123750552753205] Predicted: 2.5110762234483186 Movie Vector: [1.8301900182976094, -0.1898558025787387] User Vector: [2.0018740559981807, -0.24710033822509003] Predicted: 3.710723348208022 Movie Vector: [2.0210510743990477, -0.5471948652198555] User Vector: [1.646610452398385, 0.28322345986942676] Predicted: 3.1729054009861057 Movie Vector: [1.822599402352302, -0.07460386361032684] User Vector: [2.0369520712831473, -0.2922507141494979] Predicted: 3.734350660159378 Movie Vector: [2.25244789934763, -0.2976726127166468] User Vector: [2.014426075372485, -0.3424807328970073] Predicted: 4.639336916430408 Movie Vector: [2.3989495056163843, 0.21482292849136544] User Vector: [1.6332999819602763, 0.617228531078605] Predicted: 4.0507990248415835 Movie Vector: [1.6134303065032598, -0.7883381183887875] User Vector: [1.9746197386377637, -0.5588837466268044] Predicted: 3.626500691351565 Movie Vector: [2.270135588115697, 0.044571560872306765] User Vector: [1.4821639057490743, -0.1436531917216891] Predicted: 3.3583101828822084 Movie Vector: [2.2282239019002175, -0.571396596324733] User Vector: [1.7583847302463524, -0.34144449786154685] Predicted: 4.113175108583184 Movie Vector: [1.2736153474781324, -0.5342244531509366] User Vector: [1.9075469185722573, -0.5967112185401197] Predicted: 2.7482587559418707 Movie Vector: [1.9487797925473238, -0.3386366859344834] User Vector: [2.0748487948429175, -0.08695976206724662] Predicted: 4.072871169617149 Movie Vector: [1.813641127996487, -0.339066224275532] User Vector: [1.994142373019903, 0.051377961371988315] Predicted: 3.599238091416034 Movie Vector: [1.9843607347967618, -0.42500671086528113] User Vector: [1.949077469815201, -0.4516421505484768] Predicted: 4.059623745071035 Movie Vector: [1.9776635087009036, -0.42557584244141555] User Vector: [2.446863320711378, -0.363683977846166] Predicted: 4.993847415403935
avg loss: 1.0443834742500657: 30%|█████████████▌ | 21050/70000 [00:39<01:40, 486.25it/s]
Movie Vector: [1.7357984354728941, 0.06997155934652718] User Vector: [1.8707350596990087, -0.4482848542936275] Predicted: 3.2158517995234743 Movie Vector: [1.7158419679436197, -0.9622325099630581] User Vector: [1.8291475556149153, -0.3940352717936983] Predicted: 3.5176816900775836 Movie Vector: [2.194408002190934, -0.36309820827830774] User Vector: [1.7786796693562157, -0.14542056658656216] Predicted: 3.9559508469440012 Movie Vector: [1.8651765341526967, -0.5462193721948124] User Vector: [1.7257864548481838, -0.33213496537465875] Predicted: 3.4003149508122967 Movie Vector: [1.8374312488401106, -0.14087174628283355] User Vector: [1.5966711000485065, -0.5377104287035657] Predicted: 3.009521580435003 Movie Vector: [1.755463156598197, -0.5088806390006984] User Vector: [1.7306850889312555, -0.7201567875160801] Predicted: 3.404627755504566 Movie Vector: [1.598941779603301, -0.4007014217266017] User Vector: [2.356985745788524, 0.09303561746097894] Predicted: 3.73140347868289 Movie Vector: [1.9792109798580166, -0.4067528235562614] User Vector: [2.05094637060223, -0.2992189724520433] Predicted: 4.1809637377023545 Movie Vector: [1.6132713083256371, -0.2844064598428073] User Vector: [2.1189627541421494, -0.22983045237122948] Predicted: 3.483827079991173 Movie Vector: [2.150113025488104, -0.4150212349361203] User Vector: [2.325740203962056, -0.21077623372789725] Predicted: 5.088080919257112 Movie Vector: [1.8990893907088588, -0.5422959382275392] User Vector: [1.9516353363343644, -0.18345048322529958] Predicted: 3.8058144136840664 Movie Vector: [1.1629389278744668, -0.3316875904744317] User Vector: [1.7849412858651343, -0.44477033078034456] Predicted: 2.22330250463392 Movie Vector: [1.9852999824911277, 0.1987563917006494] User Vector: [1.5936303754789178, -0.45490394730364747] Predicted: 3.07341928939917 Movie Vector: [2.192452549647468, -0.13962123927169162] User Vector: [2.159063698167783, -0.4897494974226966] Predicted: 4.802024141662092 Movie Vector: [2.204309379724573, -0.36749470729188966] User Vector: [1.9593853001082522, -0.52483536837213] Predicted: 4.511965615599415 Movie Vector: [1.7229833596220148, -0.03621020414231706] User Vector: [1.9459374269106542, -0.4504848395626793] Predicted: 3.3691299534363215 Movie Vector: [1.4658818295240759, -0.46936330730855685] User Vector: [1.5510461721710613, -1.6516130258574848] Predicted: 3.048856952748792 Movie Vector: [1.966522850018268, -0.39985481126162675] User Vector: [1.9719667248355466, -0.3024517956267795] Predicted: 3.998854429520875 Movie Vector: [1.856459658648813, 0.10364999396271253] User Vector: [1.6214330943728827, -0.5340601350096181] Predicted: 2.954769799131898 Movie Vector: [1.918200891896831, -0.49671561982983947] User Vector: [1.923267625920142, -0.16432621208794673] Predicted: 3.7708370716878714 Movie Vector: [2.0233409402569396, -1.1677619510541237] User Vector: [1.609254953418832, -0.5440919773981826] Predicted: 3.891441339642995 Movie Vector: [1.7495319761002257, -0.9140475846810555] User Vector: [1.9086455472657524, -0.6292428364951033] Predicted: 3.9143943108589543 Movie Vector: [2.098666711419263, -0.6764206016132914] User Vector: [1.9204088118968075, 0.6123806075564423] Predicted: 3.6160711868644055 Movie Vector: [2.0534370221735108, -0.25163527827343285] User Vector: [1.6732586877713556, -0.28441186027086635] Predicted: 3.507499394746693 Movie Vector: [1.8958089833016976, -0.2402650247391862] User Vector: [1.659925534196026, -0.32851067959444413] Predicted: 3.225831365900541 Movie Vector: [2.0061920025479596, -0.16303971726728067] User Vector: [1.7770252271769444, -0.4712267344922624] Predicted: 3.6418824726487595 Movie Vector: [2.149623475308621, -0.5480501559053299] User Vector: [1.915189660716856, 0.12593679008541456] Predicted: 4.047916976904778 Movie Vector: [1.8431749131698978, -0.15415464386086522] User Vector: [1.7579469225989726, -0.45142450007749096] Predicted: 3.309792849458165 Movie Vector: [1.3691319726019269, 0.45161214409027467] User Vector: [1.8795254956078504, -0.3384814097775096] Predicted: 2.4204561341528708 Movie Vector: [1.841917986746794, -0.056281339135109736] User Vector: [1.5462013222549877, -0.4732961371589225] Predicted: 2.8746137669999166 Movie Vector: [1.0315265481489668, -0.49761678287022937] User Vector: [1.8379032825351973, -0.504582313651283] Predicted: 2.1469346564775558 Movie Vector: [2.026231597994739, -0.27809189044277516] User Vector: [2.148830778054544, -0.3711258677256859] Predicted: 4.457235915385789 Movie Vector: [1.9252914382961355, 0.18408032477977587] User Vector: [1.5089786778286192, -0.04283554406505511] Predicted: 2.8973385481312492 Movie Vector: [1.7320523987815277, -0.3627142024149833] User Vector: [1.7014092184784075, -0.7070293194617824] Predicted: 3.2033794938671187 Movie Vector: [1.808162796783607, -0.009287901873379798] User Vector: [1.8178648122453562, -0.45416061334224705] Predicted: 3.291213722295547 Movie Vector: [1.604263170485385, -0.8249885304316923] User Vector: [2.163148861705544, -0.8684105114060696] Predicted: 4.186688762727915 Movie Vector: [1.485981674282645, -1.578869060326369] User Vector: [2.0564316297324545, 0.1663221218632317] Predicted: 2.793218863939933 Movie Vector: [1.8414435004597411, -0.8090892554232886] User Vector: [2.010927506546354, -0.40347876671830446] Predicted: 4.029459721768716 Movie Vector: [1.8171011023907992, -1.1691891696576875] User Vector: [1.8511673400976905, 0.34968029535347395]
avg loss: 1.043705982302153: 30%|█████████████▊ | 21050/70000 [00:39<01:40, 486.25it/s]
Predicted: 2.954915800231374 Movie Vector: [1.385442378021824, -0.7587671159357918] User Vector: [1.7071201889501655, -0.36320115437822603] Predicted: 2.6407017465602998 Movie Vector: [1.085021000214599, -0.06410604175334804] User Vector: [0.8249537947259009, -0.34185672244647247] Predicted: 0.9170072728071423 Movie Vector: [1.0766957213568595, -1.5415960738452814] User Vector: [2.0929624869592187, -0.31933156224756276] Predicted: 2.7457640372851255 Movie Vector: [2.094426203275425, -0.2467677581696147] User Vector: [1.648709209069018, -0.14186324224629568] Predicted: 3.488107043311443 Movie Vector: [2.102401639614167, -0.3043158296641134] User Vector: [1.7895714014679749, -0.624000732250625] Predicted: 3.9522911491987562 Movie Vector: [1.7218713530290861, -0.4815431005708083] User Vector: [1.8916444958529852, -0.3173319852483701] Predicted: 3.4099774956111935 Movie Vector: [1.8507590352585108, -0.8916780331832591] User Vector: [2.0988243189556592, -0.665323628334907] Predicted: 4.477672536071497 Movie Vector: [1.960543134434537, 0.538630259684357] User Vector: [1.9774128046826458, -0.6774916040382836] Predicted: 3.511885619546391 Movie Vector: [2.1750914843555127, -0.39309983246501823] User Vector: [1.622214750366958, -0.37184328396801] Predicted: 3.674637021950141 Movie Vector: [1.5459518318383856, -0.739047954719285] User Vector: [2.110033481382378, -0.3113621190848146] Predicted: 3.492121663070108 Movie Vector: [2.0428247054251853, -0.2055392468968167] User Vector: [2.0294540827083174, -0.40346910957207444] Predicted: 4.228747675610132 Movie Vector: [2.01067347361137, -0.5489798532818155] User Vector: [2.05393446034176, 0.10729311107726744] Predicted: 4.070889779568113 Movie Vector: [1.4534554725924893, -0.5212744172918772] User Vector: [1.275971557539444, -0.40316498082734986] Predicted: 2.064727433631335 Movie Vector: [1.6902475019303567, -0.39412856993418527] User Vector: [1.6679740269015417, -0.3182599479971933] Predicted: 2.9447242704265104 Movie Vector: [1.8907182073862558, -0.9043450206701008] User Vector: [1.6649506867627475, -0.702379835866595] Predicted: 3.783146285047615 Movie Vector: [1.9163760629062931, 0.10355378457664344] User Vector: [1.446006264564906, -0.04885644150176181] Predicted: 2.7660325228062757 Movie Vector: [1.6936081365717957, -0.39476980018655844] User Vector: [1.3936974753432099, -0.18594006383911657] Predicted: 2.433780906009274 Movie Vector: [2.1404692092644324, 0.01610235677798664] User Vector: [2.105964915463491, -0.37522284339585193] Predicted: 4.501711085245165 Movie Vector: [2.001030020137989, -0.7102679503358734] User Vector: [2.024280364870636, 1.9097058341104969] Predicted: 2.694242930743903 Movie Vector: [1.9589746839937863, -0.3052230937012859] User Vector: [1.9506758403095612, -0.3308969362164788] Predicted: 3.922321974413007 Movie Vector: [2.1212477557313654, -0.7156173560070025] User Vector: [2.171359969118479, -0.1787308561264731] Predicted: 4.733895364075595 Movie Vector: [2.051193184320079, 0.18324405209132175] User Vector: [1.9186118817918159, -0.1258868307527483] Predicted: 3.912375602314825 Movie Vector: [2.0511687067527204, -0.44048751991225676] User Vector: [2.0392888599709162, -0.7569324454956372] Predicted: 4.516344789259266 Movie Vector: [2.17871907280251, 0.009287322752074584] User Vector: [2.0362684663754838, -0.3328917982498932] Predicted: 4.433365271466718 Movie Vector: [1.584626594897246, -0.1412931917505245] User Vector: [1.867475449583754, -0.5967750588052348] Predicted: 3.0435715155438063 Movie Vector: [1.7381110004015634, 0.08791976572158983] User Vector: [1.5687281209152046, -0.3621767548919547] Predicted: 2.694781108162085 Movie Vector: [1.5934443196242494, -0.6992863604806225] User Vector: [1.8179764183013885, 0.04063541333889091] Predicted: 2.8684284066528067 Movie Vector: [2.1348566681731325, -0.2809397394661557] User Vector: [1.710685434933833, -0.09452727809811501] Predicted: 3.6786246767964776 Movie Vector: [1.9053436724379171, -0.07569610201377833] User Vector: [1.6133597855619612, -0.12385265289855127] Predicted: 3.0833800218347633 Movie Vector: [2.0463329383658837, -0.07492633533357755] User Vector: [2.0957335503602907, 0.30868061877952285] Predicted: 4.265440286587089 Movie Vector: [1.7223722211108952, -0.3986073587744843] User Vector: [1.7698185247542477, -0.13293062745427645] Predicted: 3.101273389753966 Movie Vector: [1.9658045882449633, -0.565585670480306] User Vector: [2.1664778437313483, -0.04291482319495937] Predicted: 4.283144094588405 Movie Vector: [2.195540207668971, -0.6455295485614578] User Vector: [2.456307834635421, -0.8084054297906947] Predicted: 5.914772205501792 Movie Vector: [2.006137945605906, 0.08038494427371136] User Vector: [2.0125396726988103, -0.17923244499660376] Predicted: 4.023024614335281 Movie Vector: [2.2099412076366143, -0.2604497690357515] User Vector: [1.5780140259037096, -0.5114853747443762] Predicted: 3.6205344697904973 Movie Vector: [1.4880135459314514, -0.14267198954030483] User Vector: [1.8631530346448129, -0.33045086430924825] Predicted: 2.819543035951086 Movie Vector: [1.8874014308662403, -0.16551160429270995] User Vector: [1.4800558276702698, -0.4382778325075741] Predicted: 2.8659995540910455 Movie Vector: [1.4827089739700543, -0.23718575120964464] User Vector: [2.476965688076932, -0.5195661283702765] Predicted: 3.7958529363881683 Movie Vector: [1.7401195982411395, -0.43448011701997663] User Vector: [1.6361388645893349, -0.01612486268966403] Predicted: 2.854083235944244 Movie Vector: [1.074627163765979, 0.31101473900992543] User Vector: [1.8880347366749197, -0.5510903291775611] Predicted: 1.8575361992645627 Movie Vector: [2.093508921916008, -0.19752338517218107] User Vector: [1.679895524552181, -0.7095280664103101] Predicted: 3.6570246540887994 Movie Vector: [1.9964509153763241, 0.3143067681688708] User Vector: [1.9642407835273974, 0.1857341779502664] Predicted: 3.979887819502831 Movie Vector: [2.1032614409173758, 0.16438416186282184] User Vector: [1.9137306679821884, -0.6683244554235204] Predicted: 3.915213966810767 Movie Vector: [1.1150973413060925, -0.6067657279613495] User Vector: [1.8379427769794519, -0.1137445086341295] Predicted: 2.118501373665517
avg loss: 1.0442204648784843: 30%|█████████████▌ | 21099/70000 [00:39<01:47, 455.31it/s]
Movie Vector: [2.05695121665478, -0.4115442219155079] User Vector: [2.1146155606826524, -0.15958774404854092] Predicted: 4.4153384642550195 Movie Vector: [1.2625127538364598, 1.2282475171488754] User Vector: [2.238420290570544, -0.23821646247856532] Predicted: 2.53344538670834 Movie Vector: [1.4167579229309635, -0.37055976497052967] User Vector: [1.8345421381733578, -0.36398420858609576] Predicted: 2.733980011994463 Movie Vector: [1.9584959633364685, -0.008376341601394492] User Vector: [1.8947190745402565, -0.4253022843473036] Predicted: 3.714362136361248 Movie Vector: [2.12876899766918, -0.6979143252032108] User Vector: [1.8180766123303724, -0.26168629257454584] Predicted: 4.0528997400134 Movie Vector: [2.0889654579929324, 0.019763012994951923] User Vector: [1.9164254073043667, 1.3480775306273511] Predicted: 4.02998855243485 Movie Vector: [1.3191664360646334, 1.0875316352810946] User Vector: [0.8677850908343602, -0.344387313887685] Predicted: 0.7702208669036492 Movie Vector: [2.10815202850334, -0.23227946961157375] User Vector: [1.4563614737975326, -0.6678605716231121] Predicted: 3.225361694571481 Movie Vector: [1.3533556271141725, 0.05044093809018063] User Vector: [1.4964271965163936, -0.37329477453595866] Predicted: 2.0063688283603907 Movie Vector: [1.6959864010970533, 0.16086301097017447] User Vector: [1.8570781480792038, -0.44883537639479254] Predicted: 3.0773782748400316 Movie Vector: [1.5331443221408079, -0.9077618555428492] User Vector: [1.806276296872932, -0.41605463823867034] Predicted: 3.146960779183004 Movie Vector: [1.6933896907593535, -0.3413867448902936] User Vector: [1.7929476705323513, -0.049744002282260794] Predicted: 3.053141044367438 Movie Vector: [1.9242663558518676, -0.20146806897431063] User Vector: [1.8550571625399723, -0.6725070865282866] Predicted: 3.7051127901520915 Movie Vector: [1.8817756073038001, 0.18053872669542334] User Vector: [2.019524366582268, -0.4794769719419155] Predicted: 3.7137275293959995 Movie Vector: [1.849828787199315, 0.009047175616389559] User Vector: [1.6886737757424715, 0.2589209232759392] Predicted: 3.1260998656206196 Movie Vector: [1.8489483679577192, -0.7014123296719064] User Vector: [1.9392903363654157, -0.168475272065866] Predicted: 3.703818335490839 Movie Vector: [1.247564565709168, -1.1013825223065024] User Vector: [1.2725423983052768, -0.4019351302985248] Predicted: 2.0302631321000075 Movie Vector: [1.755269709728492, -0.3431035600854148] User Vector: [1.9136250693507064, -0.1978384933541645] Predicted: 3.4268072114001282 Movie Vector: [1.8025000836296863, -0.44060238396815393] User Vector: [1.9271787701277956, -0.33658970564447305] Predicted: 3.6220421210508014 Movie Vector: [2.072080656890103, -0.5679135054578422] User Vector: [1.88773075243494, -0.3802853228796835] Predicted: 4.127499548327807 Movie Vector: [1.9466859274665542, 0.12198009695945576] User Vector: [1.9251632067703377, -0.12530156587140592] Predicted: 3.732403825542035 Movie Vector: [1.96449775740739, -0.306159983385002] User Vector: [1.6235621563857283, -0.25502390592240354] Predicted: 3.2675623300312506 Movie Vector: [1.9398391200813405, -0.37209985724089734] User Vector: [1.9569845562223056, -0.30792875205765297] Predicted: 3.9108154442360705 Movie Vector: [1.352284015313491, -0.6357969437494969]
avg loss: 1.0439484757610826: 30%|█████████████▌ | 21145/70000 [00:39<01:47, 455.69it/s]
User Vector: [1.8819813971328083, -0.817687593234152] Predicted: 3.064856633180203 Movie Vector: [1.6867548702293385, 0.07004856600007535] User Vector: [1.5921477757871214, -0.5588015092226456] Predicted: 2.6464197705340116 Movie Vector: [2.1252633904839255, -0.6974097428653103] User Vector: [1.9417254937556194, -0.33672094796884294] Predicted: 4.361510575988456 Movie Vector: [1.722544499040477, -0.7192572959217068] User Vector: [2.000684290497342, -0.7486421322665435] Predicted: 3.984734034579991 Movie Vector: [2.4402822775199193, -0.22247139335602895] User Vector: [1.6606816328469254, -0.44819117538454717] Predicted: 4.152241672516871 Movie Vector: [1.9791998620017677, 0.20863549322094244] User Vector: [1.7815499072467633, 0.22585961896520163] Predicted: 3.573165663573555 Movie Vector: [1.9627640319203161, -0.09740392424048269] User Vector: [1.9137207694918732, -0.32753113759745833] Predicted: 3.788085111610461 Movie Vector: [1.5211537789622458, -1.074811480020628] User Vector: [1.796909401620637, -0.40740152068079616] Predicted: 3.171255358133601 Movie Vector: [1.755283641993985, -0.15629032848135588] User Vector: [1.8155690577948966, -0.3066418030877127] Predicted: 3.234763816188508 Movie Vector: [1.9906472009162604, -0.033368116664982794] User Vector: [1.874705707851387, -0.21029816526150422] Predicted: 3.7388949235889775 Movie Vector: [1.544014138100356, -0.44883760300126296] User Vector: [1.596083478353321, -1.1916221681232648] Predicted: 2.9992202937895356 Movie Vector: [1.84705720477885, 0.4408219600336894] User Vector: [2.1505156007550235, -0.21639099654300473] Predicted: 3.8767354311341524 Movie Vector: [2.0135103805975607, -0.10097764476613572] User Vector: [1.392497431645263, -0.05174785841327605] Predicted: 2.8090334104374435 Movie Vector: [1.6492406833236926, 0.08321504751575737] User Vector: [2.0016427908057266, -0.7490423589894717] Predicted: 3.238859128583756 Movie Vector: [2.2055040553230936, -0.2896914997321194] User Vector: [1.9141696951376344, -0.24635286820128938] Predicted: 4.293075357055162 Movie Vector: [1.9782228312266616, -0.012804376390009448] User Vector: [1.5854631476548995, -0.2126921275049461] Predicted: 3.139122786815175 Movie Vector: [1.9097934237703942, 0.0854270116590205] User Vector: [2.0159462928321403, -0.10464855193820796] Predicted: 3.841101159658602 Movie Vector: [2.026884079009125, 0.02209612502787023] User Vector: [1.9086485016974601, 0.12146066458780592] Predicted: 3.8712930705459034 Movie Vector: [1.1820142087787662, -0.5396129999758816] User Vector: [1.758877166066181, -0.8340857032643394] Predicted: 2.5291012903622185 Movie Vector: [2.2220820783210087, -0.18790155096097413] User Vector: [1.792616568801353, -0.29782382540390756] Predicted: 4.03930270954131 Movie Vector: [1.9486711383934479, -0.24819212346564254] User Vector: [2.0419233718784935, 0.023179213474892293] Predicted: 3.9732842433780546 Movie Vector: [1.7794903189673104, -0.2812097417148293] User Vector: [2.2015983901714398, 0.0018776781716881605] Predicted: 3.9171950001704086 Movie Vector: [2.1026779071123265, 0.06239800351926676] User Vector: [2.1776877886100534, 0.7731425473522502] Predicted: 4.627218553089238 Movie Vector: [2.0266965682231706, -0.34826281219227784] User Vector: [2.1451282109821923, 1.1922982392560586] Predicted: 3.9322908458211026 Movie Vector: [1.8897053804504516, -0.42839803187608483] User Vector: [2.184655811171786, -0.08061913890415759] Predicted: 4.162892921241755 Movie Vector: [2.1156292454857657, 0.3417830375947013] User Vector: [1.8046028629089277, -0.47986847477267397] Predicted: 3.6538596883037266 Movie Vector: [1.5698456822406186, 0.5329098957283948] User Vector: [2.0706682880252827, -0.7206752322057915] Predicted: 2.8665747084602384 Movie Vector: [2.3553588831766032, -0.32619213107458134] User Vector: [1.8796221873572334, 0.19875967860238114] Predicted: 4.3623509728726875 Movie Vector: [1.9431216326950178, -0.5471397404735028] User Vector: [2.163920683477638, -0.18685399878878123] Predicted: 4.306996339905317 Movie Vector: [1.7283261245995334, -0.5746030592991378] User Vector: [1.6016104218842462, -0.16823915720220345] Predicted: 2.8647758679957174 Movie Vector: [2.0776471964700276, -0.44148782035721407] User Vector: [1.0166636300082932, -0.08003491684368264] Predicted: 2.14760278162956 Movie Vector: [1.1262027424175085, -0.17644414676035716] User Vector: [1.8814927809307915, -0.7220268875095093] Predicted: 2.2463397478276534 Movie Vector: [2.208032828366086, -0.1431553794078183] User Vector: [2.017094836171284, -0.46620998423405835] Predicted: 4.520552083370647 Movie Vector: [1.9431626924691385, -0.18420754644749188] User Vector: [1.9905660835081036, -0.4221449057663208] Predicted: 3.9457560277038763 Movie Vector: [1.9696647659053514, 0.21103959074192635] User Vector: [1.918381068002592, -0.7717525380267365] Predicted: 3.615697257445378 Movie Vector: [2.0633630744715137, -1.1924034117850195] User Vector: [2.2130039036840032, -0.2006747395563405] Predicted: 4.805515782628937 Movie Vector: [2.0474988576515427, -0.10636322075290025] User Vector: [2.215304457903593, 0.03375796262677376] Predicted: 4.532242741276937 Movie Vector: [1.909564948083301, 0.18002814953504742] User Vector: [1.9893528607487618, -0.2664523356031023] Predicted: 3.750829571337158 Movie Vector: [1.5599054847310518, -0.8314618386115409] User Vector: [1.9619882782980815, -0.5532747601912825] Predicted: 3.520543125661214 Movie Vector: [2.0404396697941496, -0.41568566838822785] User Vector: [2.031496758862737, 0.08662074286279035] Predicted: 4.109139574448564 Movie Vector: [1.7194395416502164, -0.35747286500058106] User Vector: [2.666166502476226, 0.41470493911628414] Predicted: 4.436066346265093 Movie Vector: [0.9726345728689482, -1.304605335718329] User Vector: [2.1678532962203154, -0.30686823279925884] Predicted: 2.5088709986841553 Movie Vector: [2.2430684000311154, -0.16596440109060345] User Vector: [2.0487390158762633, 0.10871163794293474] Predicted: 4.577419484540114 Movie Vector: [1.3427231920352534, -0.7326883753848014] User Vector: [2.063694560401458, -0.27742620330903534] Predicted: 2.9742375017197054 Movie Vector: [1.817071713188995, -0.5589351622276202] User Vector: [1.9332640717391796, -0.03320324922031311] Predicted: 3.5314379223712833 Movie Vector: [1.8392841527113264, -0.8086559971563395] User Vector: [1.8022055474688152, 0.0029768935073397253] Predicted: 3.312360820600226 Movie Vector: [1.5965570722316054, -0.6619434397777384] User Vector: [1.9787612269488002, -0.3036930364419185] Predicted: 3.3602328443217053 Movie Vector: [1.2059698099285228, -0.47709264117540484] User Vector: [1.7443425512769113, -0.2611566008433828] Predicted: 2.2282203474704114 Movie Vector: [1.6149869226880134, -0.9638206313746931] User Vector: [2.144841467755817, -0.37493038223238384] Predicted: 3.8252565593893806 Movie Vector: [1.8824651912419799, 0.03635334359800636] User Vector: [1.8869794053193392, -0.178778270952032] Predicted: 3.5456738591923704 Movie Vector: [2.1196638401466874, -0.07165375138139392] User Vector: [2.22152120416585, -0.4436126830225506] Predicted: 4.740664679488409 Movie Vector: [1.3534838300676393, 0.13873601998409793] User Vector: [2.227630980779588, -0.20912762739222712] Predicted: 2.986048977149774 Movie Vector: [1.4466873148754913, -0.4487714885494136] User Vector: [1.5730910994871365, 0.039690313806748964] Predicted: 2.257959057563532 Movie Vector: [1.7800956206601108, -0.9848926542678313] User Vector: [2.082302453094067, -0.29810519909761973] Predicted: 4.0002990984328495 Movie Vector: [1.8609997563588272, -0.6376226746236304] User Vector: [2.3440769327913453, 0.7933155971075465] Predicted: 3.8564905879626843 Movie Vector: [1.798302832707204, 0.021412931493516876] User Vector: [1.6443200815278631, -0.3265329252402832] Predicted: 2.949993433330349 Movie Vector: [2.0996771561884526, -0.6929727505640655] User Vector: [1.5340121470713484, -0.016445703706049142] Predicted: 3.2323266870534537 Movie Vector: [2.0972861009472843, -0.4230218800759804] User Vector: [2.0479784127330625, 0.6655246052101363] Predicted: 4.013665190332317 Movie Vector: [1.7597987700329198, -0.6572876748310509] User Vector: [1.9167419927298353, -0.5309083645863532] Predicted: 3.722039725783732 Movie Vector: [1.6997814544677377, -0.6406486341682642] User Vector: [1.9312996701245784, -0.45948055744266825] Predicted: 3.577152953849936 Movie Vector: [1.4160743771061761, 0.3309549727948946] User Vector: [1.806897346963935, -0.23192050002323394] Predicted: 2.4819457923209884 Movie Vector: [1.977703452542679, -0.26978830985621793] User Vector: [1.8125459365735153, -0.15851058725516207] Predicted: 3.6274426600835317 Movie Vector: [1.7884618378864028, -0.32654515368032533] User Vector: [1.7075689736260145, -0.2140544863559802] Predicted: 3.123820400032057 Movie Vector: [1.6208444119617935, -0.7613870606670384] User Vector: [1.8238855077773497, -0.46917833204664233] Predicted: 3.3134609445046723 Movie Vector: [0.36785402842292414, 0.058939376281160874] User Vector: [1.5727766853235874, -0.2702266769088834] Predicted: 0.562625247714395 Movie Vector: [1.2824923659273837, -0.8154345746870445] User Vector: [2.191953591400292, -0.2955446379216854] Predicted: 3.0521610635626923 Movie Vector: [2.0232031822938867, -0.10133784774993355] User Vector: [1.9305543491437034, -0.8392932673662861] Predicted: 3.9909558761247528 Movie Vector: [2.09414485307644, 0.11380225595420344] User Vector: [1.8394025858925807, -0.16217423562412067] Predicted: 3.833519664110769 Movie Vector: [1.78195745569983, -0.038991915755947695] User Vector: [1.7445335578391177, -0.08685336218145949] Predicted: 3.1120711590912666 Movie Vector: [1.5238495347402257, -0.9343586035058425] User Vector: [1.7512129414896893, 0.16505887385609347] Predicted: 2.5143608472476986 Movie Vector: [2.4238554938271046, -0.41563910645169055] User Vector: [1.5889704955120478, -0.5172582841920064] Predicted: 4.066427636122354 Movie Vector: [2.012787725114176, -0.4262414702905269] User Vector: [1.690310250933384, -0.32913755613313966] Predicted: 3.542527800567399 Movie Vector: [2.111201778691017, 0.13394274103661047] User Vector: [1.7760998205915661, 0.16932552856108415] Predicted: 3.772385025788655 Movie Vector: [2.0323580963796464, -0.416030257612705] User Vector: [2.2746893568219395, -0.5381987111004388] Predicted: 4.846890279511621 Movie Vector: [2.0358382507089354, 0.022665941651792896] User Vector: [2.1176623561996752, -0.49992722392551603] Predicted: 4.299886705550071 Movie Vector: [1.529916487278942, -0.5196975061589808] User Vector: [1.965077213763267, -0.18728888891989695] Predicted: 3.1037375966155447 Movie Vector: [2.156724352561141, 0.06742687871046321] User Vector: [1.9751993487288104, -0.4634937363942376] Predicted: 4.228708600619417 Movie Vector: [1.8423230431190034, -0.07743370343864715] User Vector: [1.6114462216528043, -0.13747287325023302] Predicted: 2.9794495405961317 Movie Vector: [1.4955282018842961, -0.5588704503679127] User Vector: [1.5116103485910861, -1.6306366776179735] Predicted: 3.1719705609849145 Movie Vector: [2.0487537134461076, -0.4465432857885411] User Vector: [1.900244256593607, -0.3304721457275826] Predicted: 4.040702594965575 Movie Vector: [1.9520013519135135, 0.10818539215133385] User Vector: [1.9965850591797083, -0.5696162210299732] Predicted:
avg loss: 1.044318753036692: 30%|█████████████▉ | 21209/70000 [00:39<01:36, 507.99it/s]
3.835712580481225 Movie Vector: [2.253244306066152, -0.16896107959246123] User Vector: [2.1461895564792752, -0.03707763845290663] Predicted: 4.842154075697309 Movie Vector: [2.14025089989045, -1.0545034097588053] User Vector: [2.3002134067834827, -0.5169391644520149] Predicted: 5.468147925360944 Movie Vector: [2.0356359383287383, 0.11619067837607855] User Vector: [1.675728477087067, -0.386137586981323] Predicted: 3.366307522661457 Movie Vector: [1.7806485815558184, 0.2533977700786719] User Vector: [2.0798154584329653, -0.30442299649892834] Predicted: 3.626280337483028 Movie Vector: [1.9547445817587925, -0.3455858194038732] User Vector: [2.1931715245417, -0.311267971271851] Predicted: 4.394659951371723 Movie Vector: [2.0120548646374634, 0.005859641220674935] User Vector: [2.017527868085571, 1.8641037218973655] Predicted: 4.0702997405316665 Movie Vector: [1.7342345011971756, -0.5183222827401439] User Vector: [2.0089501518860757, -0.40260996112671676] Predicted: 3.6926723786912587 Movie Vector: [1.8469249706642805, -0.09960262926914173] User Vector: [1.8053663045085568, -0.46047898889028394] Predicted: 3.3802410270094154 Movie Vector: [2.1723529552664327, 0.10690689803226139] User Vector: [2.134060616814869, -0.6823001402271592] Predicted: 4.562990296136824 Movie Vector: [1.8084589360873233, -0.4351536310247606] User Vector: [1.717804067104692, -0.9585459345467585] Predicted: 3.523692859524673 Movie Vector: [1.93088437917147, -0.10419133189776493] User Vector: [1.9343661617065668, 0.1911782209383083] Predicted: 3.715118291767676 Movie Vector: [1.4521999270980785, -0.2797638030510007] User Vector: [1.6018670698294444, -1.6678854593680856] Predicted: 2.7928452211934127 Movie Vector: [1.2494035673516202, -0.42891411345494784] User Vector: [1.7986716339585642, -0.4540620246770654] Predicted: 2.4420203667299196 Movie Vector: [1.8113289157567771, -0.5409596554834478] User Vector: [2.0812673724793878, -0.33269997941023904] Predicted: 3.949837039434159 Movie Vector: [2.4915986536351076, -0.2363208552111067] User Vector: [1.8763649289931625, -0.31092402367560107] Predicted: 4.748626161988194 Movie Vector: [2.211406290796302, -0.7906597174464222] User Vector: [1.9345675340568738, -0.42247967758337057] Predicted: 4.612152477288583 Movie Vector: [1.3487453697518481, -0.31571387732230494] User Vector: [1.8808099123720696, -0.46548655644863113] Predicted: 2.6836942262730137 Movie Vector: [2.3990456391720834, -0.32157249759757345] User Vector: [1.989630688412862, -0.5463447323046898] Predicted: 4.948904266716324 Movie Vector: [0.9653342534289455, 0.7079117752203979] User Vector: [1.4341354140433373, -0.3892885850500732] Predicted: 1.1088380659157024 Movie Vector: [2.1212240232830917, 1.1748855528120699] User Vector: [1.6217574025756605, -0.47560481616137795] Predicted: 2.881329534924836 Movie Vector: [1.850090099874648, -0.5595022434339606] User Vector: [1.894018082119152, -0.9400310150139126] Predicted: 4.0300535645099975 Movie Vector: [1.5330111042056445, 0.2056752312601833] User Vector: [1.8222257317724377, -0.29196789643290816] Predicted: 2.7334417165570155 Movie Vector: [2.185055752330805, -0.2870598113793074] User Vector: [2.035233414870175, -0.065097945721288] Predicted: 4.465785484517877 Movie Vector: [2.23472267196261, -0.14848483139129295] User Vector: [1.8472678362792034, 0.5254211748179941] Predicted: 4.0501142403681865 Movie Vector: [2.260380267554581, -0.502313975461784] User Vector: [1.8863099010811994, -0.3265997359931252] Predicted: 4.427833290668253 Movie Vector: [1.7009526856413613, -0.48817725985141835] User Vector: [1.994408090773827, -0.42250911959905607] Predicted: 3.5986531425347033 Movie Vector: [1.8001248162398698, -0.3588717737752776] User Vector: [1.950297703751465, -0.20500691388285774] Predicted: 3.5843504903999825 Movie Vector: [1.390964189835879, -1.565641289975735] User Vector: [1.819734955076897, -0.21086252730165644] Predicted: 2.8613212367566754 Movie Vector: [1.8591328194377579, 0.10276952062292387] User Vector: [1.6844394710721426, -0.40305683834108574] Predicted: 3.0901747449664936 Movie Vector: [1.4339630102712393, -0.9783887238607849] User Vector: [2.2776537329215465, -0.2040001501467254] Predicted: 3.4656626497851692 Movie Vector: [1.1698706926348061, -0.8367389372349062] User Vector: [1.6428329368614145, -0.3373567624999133] Predicted: 2.2041816446525218 Movie Vector: [2.2063464147401057, 0.09603853657010639] User Vector: [1.6740829481782245, -0.3607357869877996] Predicted: 3.658962373619798 Movie Vector: [2.0917592354953976, -0.4274228082431322] User Vector: [1.9281673472212746, -0.33291184499984167] Predicted: 4.175555971817997 Movie Vector: [2.0949219882179047, -0.22262051552736198] User Vector: [1.9417224302485416, 0.4436264908941471] Predicted: 3.9689966560391268 Movie Vector: [1.6016066055544234, -0.3213244583924026] User Vector: [1.0541734115123245, -1.4692935552431545] Predicted: 2.1604910551359344 Movie Vector: [1.4789790775807021, -0.42775072051307994] User Vector: [2.0010665343862954, -0.6412058323480161] Predicted: 3.2338117939883086 Movie Vector: [1.8716348303966837, -0.6047085904233417] User Vector: [1.9910795867644326, -0.574668088969783] Predicted: 4.074080634722341 Movie Vector: [1.8598073181123809, -0.1348101470962771] User Vector: [1.9008759083178817, -0.4305130814823623] Predicted: 3.593300456954624 Movie Vector: [1.6074830315521338, -0.7939849557512008] User Vector: [2.2286098729350954, -1.0164892219500299] Predicted: 4.38952970460429 Movie Vector: [1.8483092065332305, -0.25050140010257066] User Vector: [1.8091900730583783, -0.41225935507798606] Predicted: 3.4472142140547466 Movie Vector: [2.102445578713277, -0.06666150389028246] User Vector: [1.9327852266801966, -0.5381388028818901] Predicted: 4.099448896337941 Movie Vector: [2.028348448578364, -0.6802615058646687] User Vector: [1.838537524001759, -0.31459719860424545] Predicted: 3.9432030985254047 Movie Vector: [1.8800430123499554, 0.1345588758322448] User Vector: [2.0282718261499704, 0.4192785019980058] Predicted: 3.8696559177890144 Movie Vector: [1.6643460425183665, 0.026239994133231165] User Vector: [1.535261455103081, -0.14261068101634097] Predicted: 2.5514642235985967 Movie Vector: [1.7041729946963862, -0.9740234697767406] User Vector: [1.771189394906718, -0.45441251799510446] Predicted: 3.461021592780239 Movie Vector: [1.9405717333586292, -0.7093720823319639] User Vector: [1.701509646586335, -0.3595419490843465] Predicted: 3.5569505453101287 Movie Vector: [2.0399108930411702, 0.0867149824963165] User Vector: [2.0046365029234234, 0.0018805641620767248] Predicted: 4.089442911989846 Movie Vector: [2.135200380984403, -0.3839560129582203] User Vector: [1.5821062525030396, -0.27844947076832116] Predicted: 3.4850262217088273 Movie Vector: [1.498449126595442, -0.6468861910791333] User Vector: [1.4906757644006923, -1.5629761679321392] Predicted: 3.2447694972242918 Movie Vector:
avg loss: 1.0438927125474338: 30%|█████████████▋ | 21261/70000 [00:39<01:37, 497.83it/s]
[1.955788916060785, -0.1887453111175911] User Vector: [1.5454858223742702, -0.3334825509702795] Predicted: 3.0855873091638584 Movie Vector: [2.1178981842505484, -0.012050934332618321] User Vector: [1.5733158858681784, -0.32282027954538] Predicted: 3.336013143922797 Movie Vector: [2.362090165126581, -0.3955326110595954] User Vector: [2.37575344240562, -0.722117830785782] Predicted: 5.8973649921753255 Movie Vector: [1.9787144787602777, -0.04350775652989833] User Vector: [1.8687728283051017, -0.6014084366168054] Predicted: 3.72393378471645 Movie Vector: [2.021887200479576, -0.22259278093976995] User Vector: [1.7169161452295598, -0.6018655228694558] Predicted: 3.6053816988236607 Movie Vector: [1.887708582852465, -0.11000494843108087] User Vector: [1.723437209677671, -0.3571129163769399] Predicted: 3.2926314006659605 Movie Vector: [2.0925413765516936, -0.27860152505383895] User Vector: [1.8746097551354883, -0.3628096555844405] Predicted: 4.023777800858531 Movie Vector: [0.8946846277271078, -0.7974169599116977] User Vector: [1.8734864069735886, -0.6082811085456723] Predicted: 2.161233160923169 Movie Vector: [2.0349536426305215, -0.1950225585708594] User Vector: [2.1128614281215254, 0.0365182343677669] Predicted: 4.292453180028532 Movie Vector: [1.4844940799333632, -0.510666271752081] User Vector: [1.8368322002507504, -0.05775218907162946] Predicted: 2.756258622181943 Movie Vector: [1.6164076006914894, -0.339560209538557] User Vector: [1.6500254249137554, -0.16314990473037205] Predicted: 2.722512854001239 Movie Vector: [2.1275500647474987, -0.41265574156853785] User Vector: [2.1769865319155146, 0.41164413360650365] Predicted: 4.461780521715556 Movie Vector: [1.2123311079083776, -1.1047846292602506] User Vector: [1.7330009304789926, -0.4315175944393565] Predicted: 2.577704943645806 Movie Vector: [1.9783786657439615, 0.046896332001398165] User Vector: [1.6883529931609982, -0.569245669201557] Predicted: 3.313506008021445 Movie Vector: [2.1982404013650294, 0.7800450008394915] User Vector: [1.5624720633357896, -0.14218167996598996] Predicted: 3.323781106960481 Movie Vector: [1.950967529749021, -0.18770495980334206] User Vector: [1.8995702318257728, -1.0169538293930207] Predicted: 3.8968871204379747 Movie Vector: [2.2983636925378925, -0.4935763387904021] User Vector: [1.3006437735322391, -1.5000246369716328] Predicted: 3.729729094423836 Movie Vector: [2.2273631914588874, -0.13882419347531497] User Vector: [1.9030776150023712, -0.5128749257041019] Predicted: 4.310044478060233 Movie Vector: [1.8896794165708408, 0.13655088551964914] User Vector: [1.8565153377791472, -0.5510692138912248] Predicted: 3.4329698312098524 Movie Vector: [1.9775461808237123, -0.09993387224734362] User Vector: [2.584898567912988, 0.6785747598232953] Predicted: 5.04394368743456 Movie Vector: [1.4851495437490578, -0.6329415550095352] User Vector: [1.9837077305838842, -0.401590698418974] Predicted: 3.2002860721428052 Movie Vector: [1.9945712187454663, -0.7005767467895181] User Vector: [1.8906091846517938, -0.24325821072350134] Predicted: 3.94137571150081 Movie Vector: [1.739205430327624, -0.5432024804426355] User Vector: [1.7342280399815686, -0.34080505276495265] Predicted: 3.201304974571682 Movie Vector: [2.1678920567319713, -0.20594900010841655] User Vector: [1.7737120194054514, -0.1640821395250949] Predicted: 3.879008750369945 Movie Vector: [2.2746252495837167, -0.16428990923166126] User Vector: [1.7994901049119274, -0.43675694050973796] Predicted: 4.164920387121365 Movie Vector: [1.8642283193297216, -0.4468537621951496] User Vector: [1.6657650163102897, -1.6801952881878355] Predicted: 3.8561679025036755 Movie Vector: [2.2700590789036412, -0.3247902571879436] User Vector: [1.8046187595184169, -0.37601817397514503] Predicted: 4.218718238437337 Movie Vector: [1.4392661694973148, -0.3086641390675042] User Vector: [2.1279204332194674, -0.3504010227816553] Predicted: 3.170800120940122 Movie Vector: [2.113638437837987, -0.6185745250472073] User Vector: [1.4979707869878622, -1.359924735454154] Predicted: 4.007383431469468 Movie Vector: [1.4251976188942006, -1.3248295644366603] User Vector: [1.5761457410419952, -0.7415181480338773] Predicted: 3.2287043222448877 Movie Vector: [1.9667437978672255, -0.40318895803087434] User Vector: [1.3929817709176413, -0.32179417045601943] Predicted: 2.8693821147809473 Movie Vector: [1.8690690031972095, 0.19320176900957195] User Vector: [1.94105387896615, -0.8139298098745729] Predicted: 3.470710959593947 Movie Vector: [1.6523679566258658, -0.22078313932079568] User Vector: [2.1189600450540045, -0.3484793834369542] Predicted: 3.578240052081524 Movie Vector: [2.2313483341942613, -0.14944459936844226] User Vector: [1.6178058527850165, -0.16636970469353335] Predicted: 3.634751448526544 Movie Vector: [1.3804316628216515, -1.13417862224229] User Vector: [1.798020852236942, -0.43213035569351627] Predicted: 2.972157926290988 Movie Vector: [2.2843817551472427, -0.3719128921752688] User Vector: [1.9050786337432188, 0.19690640953753102] Predicted: 4.278694840784895 Movie Vector: [2.132268075605754, 0.07290337456705717] User Vector: [1.536528822837364, -0.15138763170985162] Predicted: 3.2652546869648376 Movie Vector: [1.9342659247143346, -0.4980882348286002] User Vector: [2.2404655398692075, -0.19431626349328945] Predicted: 4.430442793947575 Movie Vector: [2.2845107558127533, -0.31400446097579815] User Vector: [1.7368777898975827, -0.4025893621020084] Predicted: 4.094330848194743 Movie Vector: [1.7067707355880022, -0.7518640005803384] User Vector: [1.2077289070720663, -2.2173385352506854] Predicted: 3.7284533768688126 Movie Vector: [1.9595576485765047, -0.05952827467973246] User Vector: [1.0338602882916401, -0.23845281370998922] Predicted: 2.040103520074077 Movie Vector: [1.5606500353125676, -0.01845273124713089] User Vector: [1.5947726486234641, -0.36962933969991235] Predicted: 2.495702661256263 Movie Vector: [1.7952508432030052, -0.3472369754215095] User Vector: [1.9955676872446322, -0.14763480823362793] Predicted: 3.6338088374725768 Movie Vector: [2.1847416596314195, 0.2338761013185911] User Vector: [2.0073663231448924, -0.30901654380808424] Predicted: 4.313305247807012 Movie Vector: [2.285626693637644, -0.12223346742529427] User Vector: [1.6863066705816339, -0.26696466542534736] Predicted: 3.8868995566755773 Movie Vector: [1.6075612721928592, 0.35816822298226564] User Vector: [1.7647521049541828, -0.32403737804271726] Predicted: 2.7208872470717793 Movie Vector: [1.9734058262452263, -0.10102077760933924] User Vector: [2.114360001600119, -0.2351170946705678] Predicted: 4.196242057670411 Movie Vector: [2.009139163578681, -0.41315786354554046] User Vector: [1.9371237336118212, -0.5729117345387594] Predicted: 4.1286541461394695 Movie Vector: [2.3111768214527837, -0.5083536432608131] User Vector: [1.8582141427127812, -0.668016760968657] Predicted: 4.634250210131239 Movie Vector: [1.8416333822965079, -0.0708052596105127] User Vector: [1.5963159058198988, -0.8199730723829209] Predicted: 2.9978870671125164 Movie Vector: [1.5798800736968959, -0.3791804367546069] User Vector: [2.054600152639797, -0.29297309727593596] Predicted: 3.357111507552655 Movie Vector: [2.204175359156041, 0.3182374202251763] User Vector: [1.9455218323946493, -0.4806343016327784] Predicted: 4.13531546344105 Movie Vector: [2.086613069305412, -0.20088837158740694] User Vector: [1.1569461165075305, -0.10984412088181975] Predicted: 2.436165293759154 Movie Vector: [1.6972883150824625, -0.25898188498955294] User Vector: [2.1002441843325355, -0.23439449072463953] Predicted: 3.625423839926543 Movie Vector: [2.2207758274638194, 0.002411830193532816] User Vector: [1.954416345896868, 0.1900963045801267] Predicted: 4.340779057774997 Movie Vector: [1.6969424590159252, 0.06630683878734105] User Vector: [1.5604257055399482, -0.2705849161885158] Predicted: 2.6300110034546216 Movie Vector: [2.2128039302305926, -0.44126751630754857] User Vector: [2.0441198861141308, 0.4323942238363894] Predicted: 4.332434992637847 Movie Vector: [1.7765466637071223, -0.23472733414792119] User Vector: [2.0819857008691174, 0.018183311504271132] Predicted: 3.6944766305295866 Movie Vector: [1.6330137286339184, -0.9719630668631204] User Vector: [1.8015802922362167, -0.2684704254565742] Predicted: 3.202948688546867 Movie Vector: [2.451341849561248, -0.33591631103369735] User Vector: [2.0064507062136463, -0.3699342891639816] Predicted: 5.0427635469640695 Movie Vector: [2.1336959029696225, 0.03238464733502076] User Vector: [1.9422529140384417, 0.0947135020960746] Predicted: 4.14724434857788 Movie Vector: [1.6703724136479066, -0.28759548210679753] User Vector: [2.250213805811568, 0.031944496082458036] Predicted: 3.749507973285817 Movie Vector: [1.3555688688900571, -1.0094149394515806] User Vector: [2.1689762396853802, -0.29173484265326965] Predicted: 3.234678176412487 Movie Vector: [1.4451776396726617, -1.284113526380276] User Vector: [1.675538568749236, -1.6825379994491498] Predicted: 4.582020677706993 Movie Vector: [1.996537131308053, 0.20022900855456668] User Vector: [1.6573008685684918, -0.2936904674077185] Predicted: 3.2500573707351066 Movie Vector: [1.8237929163411866, -0.38427717291658814] User Vector: [2.168664035089641, -0.6805972198522264] Predicted: 4.216732080660085
avg loss: 1.0436640435624531: 30%|█████████████▋ | 21323/70000 [00:39<01:38, 495.99it/s]
Movie Vector: [1.050744327338491, -0.5407341141614534] User Vector: [1.5642649052592308, -0.7304740077079651] Predicted: 2.0386346911317523 Movie Vector: [2.1268000901797843, 0.0019634286644753564] User Vector: [1.7229838352941678, 0.2436555799847259] Predicted: 3.664920576631948 Movie Vector: [1.7202295032858541, -0.689859396815272] User Vector: [1.5936340892146625, -0.14943517241447288] Predicted: 2.844505635613978 Movie Vector: [1.8835774097306797, -0.40500586188197696] User Vector: [1.9844800379022765, 0.12362067098310695] Predicted: 3.6878546730562696 Movie Vector: [1.587715511300246, 0.20727387163737745] User Vector: [1.7822029924749052, -0.14600355403023918] Predicted: 2.799368613521458 Movie Vector: [2.0124307121908, -0.19541183996977154] User Vector: [1.583310839410707, -0.2696906956012868] Predicted: 3.239004115224877 Movie Vector: [1.9431683791074421, 0.535589433274295] User Vector: [1.9986395119051725, -0.07371698363215845] Predicted: 3.8442110632826254 Movie Vector: [1.9321449734085323, -0.11921259982425801] User Vector: [2.1233798409013755, 0.6503161632671095] Predicted: 4.025151805703793 Movie Vector: [2.068262228170712, 0.08818510779224141] User Vector: [2.013931270779424, -0.3112365760804672] Predicted: 4.137891546474381 Movie Vector: [2.072980009101144, -0.2638250274821443] User Vector: [1.2711662208550194, -0.4007202049688332] Predicted: 2.740822183165658
avg loss: 1.0437995894406669: 30%|█████████████▋ | 21323/70000 [00:40<01:38, 495.99it/s]
Movie Vector: [1.6141464714890732, -0.6172291574338863] User Vector: [2.1851126933643488, 0.03422534145900368] Predicted: 3.505967065128421 Movie Vector: [1.2854837541877262, 1.346248379039504] User Vector: [1.8652850113822277, -0.16719060271575023] Predicted: 2.1727135011650054 Movie Vector: [2.402751205913202, -0.32259003159571886] User Vector: [1.9509767902098596, -0.43517439031012967] Predicted: 4.828094755705201 Movie Vector: [1.9485785265198234, -0.18362751882842454] User Vector: [2.0173985608731146, -0.262195124414046] Predicted: 3.9792057552944073 Movie Vector: [2.039123042682581, 0.18339252633149442] User Vector: [1.8832359453568803, -0.2651359866716497] Predicted: 3.791525852568222 Movie Vector: [2.0418401281158, 0.1922008595565336] User Vector: [1.6244937295498634, -0.5338892533984082] Predicted: 3.2143425114562363 Movie Vector: [1.7503613537893483, -0.13332723239790759] User Vector: [1.9987072154244327, -0.08536123140575774] Predicted: 3.5098408441562556 Movie Vector: [1.5404179255814787, -0.3803939895535031] User Vector: [1.4654922242081312, -0.3662935912744358] Predicted: 2.3968063725032396 Movie Vector: [1.8343837450992808, -0.5676592179484713] User Vector: [2.0336783627959205, 0.022861134629418647] Predicted: 3.717569197667804 Movie Vector: [1.946200840578776, -0.3731008649634603] User Vector: [2.2169301742772016, -0.23769316839210347] Predicted: 4.403274895405741 Movie Vector: [2.183519584374377, -0.18297111142320452] User Vector: [1.9098141085641143, -0.1512837816843314] Predicted: 4.197797070239324 Movie Vector: [1.7477981118998727, 1.3186207262367518] User Vector: [2.305582451747112, -0.22305583245867222] Predicted: 3.7355666122050843 Movie Vector: [1.5726388351367158, -0.3884474697973126] User Vector: [1.941959118364189, -0.29094190644862933] Predicted: 3.167015973205358 Movie Vector: [1.9889185729827463, -0.36887889816388986] User Vector: [1.9473571930496099, -0.5134982460587921] Predicted: 4.062553556703174 Movie Vector: [1.9844784483598943, -0.36770808255068105] User Vector: [1.9660322998888808, -0.43719572207810153] Predicted: 4.06230912857362 Movie Vector: [1.4201568440190162, -0.0254026679485578] User Vector: [1.6714308076007725, -0.9028947904877725] Predicted: 2.396629837273712 Movie Vector: [2.065093190532146, -0.24424379804995044] User Vector: [1.8829465179710165, 0.2499621420133889] Predicted: 3.8274083294641104 Movie Vector: [1.982421402269304, -0.026398272114552295] User Vector: [1.6617211323266488, -0.20724772367123007] Predicted: 3.2997025191321256 Movie Vector: [1.0659092189201844, 0.8348903334878063] User Vector: [1.6475979188734422, -0.3264938950473417] Predicted: 1.4836032138831041 Movie Vector: [1.5295207435194529, -0.41921691106622416] User Vector: [1.7773062384684932, -0.6747236336730682] Predicted: 3.0012823168558938 Movie Vector: [1.2457944299179822, -0.9103095863164974] User Vector: [1.9502361388688887, -0.2199949717496528] Predicted: 2.6298568505527498 Movie Vector: [1.1137010558730849, -0.2631095129737287] User Vector: [1.5373671532715552, -0.0827006406423388] Predicted: 1.733926747145151 Movie Vector: [2.168685244677755, 0.46966004640342573] User Vector: [1.8139719294785257, -0.26034057729691057] Predicted: 3.811662590105754 Movie Vector: [2.3010795828403596, 0.3470916498579131] User Vector: [1.951300509338746, -0.26850678714632636] Predicted: 4.396901298276717 Movie Vector: [1.8855004246118396, -0.13604963229308362] User Vector: [1.4286513218402492, -0.1940875937779602] Predicted: 2.720128219718197 Movie Vector: [1.8155417310086845, -0.2785963173253484] User Vector: [2.210117604156837, -0.18650143848059164] Predicted: 4.064519354720243 Movie Vector: [2.1738533903972055, -1.2087114926871358] User Vector: [1.4616439039194815, -0.24804233908595372] Predicted: 3.477211182014964 Movie Vector: [2.1454415293278273, -0.8332712824538145] User Vector: [1.9214730199487549, -0.3232299050058598] Predicted: 4.391746211952673 Movie Vector: [2.0706632911219547, -0.4313538589872359] User Vector: [2.0649554352995505, -0.2781142292447806] Predicted: 4.395793063701532 Movie Vector: [1.8991138273212242, -0.4950394826394547] User Vector: [1.8427367064115465, -0.31600550798594196] Predicted: 3.656001962443118 Movie Vector: [1.1912832666228435, -0.4468405977110278] User Vector: [1.8046691735746587, -0.4735479521834128] Predicted: 2.361472638268036 Movie Vector: [1.8732614307411293, -0.6334729057324913] User Vector: [1.6497639344750399, -0.39840476818612036] Predicted: 3.3428177744403693 Movie Vector: [2.212856534099226, -0.10952140240868931] User Vector: [1.406512938165492, -0.052450736755625164] Predicted: 3.118155823761455 Movie Vector: [2.017157298318937, -1.026839931510173] User Vector: [2.0453041577431725, -1.308933756674539] Predicted: 5.469765658128744 Movie Vector: [1.6031769556456295, -0.37568237265035914] User Vector: [2.1037483939836705, -0.26379809834867624] Predicted: 3.471785241199407 Movie Vector: [2.2638078881415584, -0.16166441122254807] User Vector: [1.7227477808242713, -0.3834538041421961] Predicted: 3.961960848986044 Movie Vector: [1.944133672994619, -0.46583717088855336] User Vector: [1.9288817431535532, -0.32828351450366716] Predicted: 3.9029306117351203 Movie Vector: [1.6000053319068164, -0.7560263925878806] User Vector: [1.9354311546754344, -0.8821496826154406] Predicted: 3.763628609289557 Movie Vector: [2.0325739197321466, -0.1655074623871975] User Vector: [2.0823691728481064, -0.15626312403790182] Predicted: 4.258431985109472 Movie Vector: [1.9434452321412548, -0.5651427636595784] User Vector: [2.0082343490519365, -0.23037764676583133] Predicted: 4.033089730665915 Movie Vector: [1.7472049716301168, 0.027623245651516203] User Vector: [1.898806619414197, -0.17435860012480078] Predicted: 3.312788015161958 Movie Vector: [1.8663835375541318, -0.28113563305789324] User Vector: [1.6885691978575519, -0.7043404528652741] Predicted: 3.349532952006882 Movie Vector: [1.4627789936369875, -0.761609818716593] User Vector: [1.5536142230049872, -0.513347381926002] Predicted: 2.6635646561146453 Movie Vector: [2.0154320851197354, -0.16917280399562837] User Vector: [1.9091726902752886, -0.005631579533276325] Predicted: 3.848760606115748 Movie Vector: [1.66144822987947, -0.42708221176111005] User Vector: [1.5657791467754214, -0.2679883262750325] Predicted: 2.715914038903909 Movie Vector: [1.6956187167901708, -0.17670920049767747] User Vector: [1.9543194337547456, -0.5996616446232302] Predicted: 3.4197463402518085 Movie Vector: [1.690748627100256, 0.16212892337442894] User Vector: [2.2654650315140725, 0.029318624406900116] Predicted: 3.8350852887859666 Movie Vector: [1.1008730910617925, -1.7263868204381323] User Vector: [1.9222712936820952, -0.853959230924236] Predicted: 3.5904407023942433 Movie Vector: [1.956219841768986, 0.14490382170112617] User Vector: [1.8665746019958047, -0.2563043988895751] Predicted: 3.6142907856483317 Movie Vector: [2.0110961767511557, 0.038039940046705994] User Vector: [1.960808010175701, -0.6034320960825813] Predicted: 3.9204189718501543 Movie Vector: [1.990418648939958, -0.271906614277937] User Vector: [1.4740332926751658, -0.33840999944181355] Predicted: 3.0259592720850432 Movie Vector: [1.6014768635884915, -1.331878366246433] User Vector: [1.50223588886187, -1.6271334949135472] Predicted: 4.572939920534882 Movie Vector: [1.8007604889584814, 0.41583787181300896] User Vector: [2.154256281990325, -0.67756147463166] Predicted: 3.5975438740654644 Movie Vector: [1.9813942793266186, -0.8267066584781726] User Vector: [1.999978681668114, -0.05145192118491951] Predicted: 4.005281964467461 Movie Vector: [1.342441377036035, -1.2841488825285583] User Vector: [0.9595699829373974, -0.23619599125499222] Predicted: 1.591477267484748 Movie Vector: [2.1212276247640265, 1.5616316148347769] User Vector: [1.9144168495038847, -0.15535688144375964] Predicted: 3.8183036888366426 Movie Vector: [1.717688008417546, -0.642310851151972] User Vector: [1.8522947233860771, -0.44928908056269606] Predicted: 3.4702476861648726 Movie Vector: [1.9584935756779944, 0.00906850041448746] User Vector: [2.1591535614090005, -0.03804975331096768] Predicted: 4.228343324718117 Movie Vector: [1.6422294640903081, -0.2900860646649504] User Vector: [1.777085008570575, -0.11058127752073951] Predicted: 2.95045944888939 Movie Vector: [1.9296984722512234, -0.6922297926093419] User Vector: [1.5381192847905627, -0.12086347425096787] Predicted: 3.0517717317152853 Movie Vector: [2.5087909906429013, -0.2391697203312401] User Vector: [1.7730583009811622, -0.7094159850476176] Predicted: 4.617903514128499 Movie Vector:
avg loss: 1.044535625233985: 31%|██████████████ | 21386/70000 [00:40<01:39, 486.65it/s]
[1.9530110172230597, -0.23723006306024924] User Vector: [1.7489598165428104, 0.24367956060538082] Predicted: 3.3579296728596217 Movie Vector: [1.4382825635376077, -0.3238158591531445] User Vector: [1.667841626350497, -0.8294178610409735] Predicted: 2.667406187192072 Movie Vector: [1.9667929002878513, -0.4250056362581217] User Vector: [1.7832727074757593, -0.16499040160498674] Predicted: 3.577449950951028 Movie Vector: [1.3750297105092653, -1.3428808107105723] User Vector: [1.5344777901288598, -0.11955718151627039] Predicted: 2.270503596384623 Movie Vector: [1.470705050002508, -1.3097475754607215] User Vector: [1.6794485587844514, -0.3840044519513801] Predicted: 2.97292237653317 Movie Vector: [1.882145217814387, -0.2375608715747314] User Vector: [1.8933371984811227, -0.6047083083599626] Predicted: 3.707190586613808 Movie Vector: [2.0156824225260643, -0.20707371572566835] User Vector: [1.8043176103978096, -0.45530273041370983] Predicted: 3.7312125200999056 Movie Vector: [1.9581829805034547, -0.015349031696600558] User Vector: [1.6713795381481076, -0.3190540383750646] Predicted: 3.2777641361112964 Movie Vector: [1.7657538884295028, -0.7273143880455586] User Vector: [1.5209201950662123, -0.10631656997903259] Predicted: 2.7628963194625253 Movie Vector: [2.2541499400196052, 0.09830773275189165] User Vector: [2.1883222481487845, -0.2322088207539897] Predicted: 4.909978541714835 Movie Vector: [1.5942844868469876, -0.8391983430757539] User Vector: [1.8671589712923373, -0.0895365911079483] Predicted: 3.051921541310995 Movie Vector: [2.025903416067933, -0.20217518086154526] User Vector: [2.115645534315293, -0.263665421047924] Predicted: 4.339400119345519 Movie Vector: [1.6171360674139963, 0.19219622692105154] User Vector: [1.6657454785192862, -0.5697815673745013] Predicted: 2.584227225026782 Movie Vector: [1.2439060390922303, -0.41180493483716846] User Vector: [2.185680037506853, -0.4605084775453758] Predicted: 2.908420261765644 Movie Vector: [1.7369530533769753, -0.18939219173695088] User Vector: [1.9021391887359833, 0.04890827979271429] Predicted: 3.2946636255189428 Movie Vector: [1.889294243491669, -0.0945882730630332] User Vector: [1.1237726725324093, -0.10665035235897305] Predicted: 2.1332251138599285 Movie Vector: [2.147844003053388, 0.0049393514162349664] User Vector: [1.579764429208994, -0.37060537170311847] Predicted: 3.39125700534601 Movie Vector: [1.7848764261078371, -0.08354792873260912] User Vector: [1.7065135597637464, -0.28034728312443924] Predicted: 3.06933825848654 Movie Vector: [1.9115331095093395, -0.16440674881759854] User Vector: [1.9609594356463167, 0.09826219910191614] Predicted: 3.73228391895667 Movie Vector: [2.262909459539202, -0.48627279141179247] User Vector: [2.090744997912023, 0.012564406490764787] Predicted: 4.72505690424269 Movie Vector: [1.572097863116015, 1.319833148904645] User Vector: [1.984503360308818, -0.29192667826233454] Predicted: 2.7345389850677937 Movie Vector: [2.44821433206997, -0.3353396828831024] User Vector: [2.078748940699443, -0.11254266036914416] Predicted: 5.126962969434654 Movie Vector: [1.4823645232870604, 0.19870280488872683] User Vector: [2.4109737173831225, 0.2261791669722242] Predicted: 3.6188843401110407 Movie Vector: [0.7085065083983535, 0.1817562544728522] User Vector: [2.0205406983593943, -0.5526080894933668] Predicted: 1.331126258733672 Movie Vector: [2.1696505692683723, -0.24902741912632748] User Vector: [1.8341363198217489, -0.2861796708427357] Predicted: 4.050701495253443 Movie Vector: [1.5418316244346566, 0.6331536922187685] User Vector: [2.1444919220673277, -0.4468728260881184] Predicted: 3.0235062839981395 Movie Vector: [2.086686669245401, -0.6928334832840308] User Vector: [1.7208203081890174, 0.027358717030750265] Predicted: 3.5718577620461884 Movie Vector: [1.683371724094789, -0.3070709664076076] User Vector: [1.4947521121489529, -0.5011018570567701] Predicted: 2.6700972716375793 Movie Vector: [1.4150700319977934, -0.26398360496059103] User Vector: [1.851391644056252, -0.06152628605820137] Predicted: 2.636090763788608 Movie Vector: [1.2134717289560655, -0.34427931594478883] User Vector: [1.939596060283627, -0.14824434069481737] Predicted: 2.404682444955844 Movie Vector: [1.6909178431287348, -0.2873038149817147] User Vector: [1.6485773672561932, 0.09775411718783628] Predicted: 2.7595237552734555 Movie Vector: [1.93066864418524, -0.1634478815998148] User Vector: [2.051394982515659, 1.1095334458217099] Predicted: 3.779213078298211 Movie Vector: [2.0573210566440294, 0.18284198097238383] User Vector: [2.2159190266618918, -0.13375070732377628] Predicted: 4.5344016290861155 Movie Vector: [1.607706953815616, -0.21343829166341793] User Vector: [1.8458232784890107, -0.25718612670451363] Predicted: 3.0224362878648634 Movie Vector: [1.5390585910966645, 0.12124667807802783] User Vector: [1.6633988693941102, 0.09523579607289433] Predicted: 2.5716153442694387 Movie Vector: [1.5348639835021363, -0.4456580349383014] User Vector: [1.5940499019029777, -0.25691278566563386] Predicted: 2.5611450295462657 Movie Vector: [2.22715664101423, 0.09155429440005158] User Vector: [1.8310488073591014, -0.4382861533780717] Predicted: 4.037905531813166 Movie Vector: [1.3720123456180864, -0.8975155751887256] User Vector: [1.834348581252968, 0.22903531069880684] Predicted: 2.3111861410257255 Movie Vector: [1.723657768689238, -0.7196738736734264]
avg loss: 1.0444333815754094: 31%|█████████████▊ | 21448/70000 [00:40<01:42, 473.48it/s]
User Vector: [1.798063671404505, -0.4111920117876342] Predicted: 3.3951705637610443 Movie Vector: [1.4260184509925953, -0.3064826598913519] User Vector: [1.9562224107706851, -0.33176113390591755] Predicted: 2.89128828677227 Movie Vector: [1.8644550780408597, -0.5887966100279605] User Vector: [1.9897889603324341, 0.10691757195053804] Predicted: 3.646919427404552 Movie Vector: [1.4521157131301492, -0.5651400254394315] User Vector: [1.9659275775645897, -0.15571496942143556] Predicted: 2.9427550880375613 Movie Vector: [1.5612995978112143, -0.7802430538366552] User Vector: [1.5276908578118955, -0.6998613489113787] Predicted: 2.9312450780184363 Movie Vector: [1.9414663298286323, -0.11783300999250773] User Vector: [2.311995888109343, 0.1946785236990884] Predicted: 4.465722615038175 Movie Vector: [1.831681783226331, -1.5641231932236948] User Vector: [2.098180006812057, -0.41269824897900687] Predicted: 4.488708999438215 Movie Vector: [2.1328406667594395, 0.09673399140658329] User Vector: [2.1806725844252797, -0.6714613302465099] Predicted: 4.586074034399725 Movie Vector: [2.10289856042445, -0.48591689859905157] User Vector: [1.5447006875166003, -0.34806371328809904] Predicted: 3.4174788921411396 Movie Vector: [2.0126903579057225, 0.028130581354603272] User Vector: [1.747131589816019, -0.1431757930495352] Predicted: 3.512407286520807 Movie Vector: [1.9618493704157405, -1.1242231656236181] User Vector: [2.1244282687337255, -0.46234800604228926] Predicted: 4.6875906004812915 Movie Vector: [2.057728356961312, 0.2892191404046107] User Vector: [1.8672794373048558, -1.0663584208292336] Predicted: 3.533942582677515 Movie Vector: [2.0539084511681107, -0.8285721750902129] User Vector: [1.6010848415869476, -0.7494222857387207] Predicted: 3.9094321405281987 Movie Vector: [1.9170522522642082, -0.5927366146749394] User Vector: [1.7020024996353966, -0.28013612580026875] Predicted: 3.4288746641403534 Movie Vector: [1.8864878433530057, 0.5929643567868484] User Vector: [1.8674887454362366, -0.2779413248602943] Predicted: 3.358185516943747 Movie Vector: [1.9110619154014297, -0.16578933960153303] User Vector: [1.6874306855312833, 0.09712901696238493] Predicted: 3.208681562420222 Movie Vector: [2.0888606794563622, -0.16973127871677116] User Vector: [2.0423708114755703, -0.6531518663068672] Predicted: 4.377088382425212 Movie Vector: [1.749563334379844, -0.46208313668111406] User Vector: [1.529069998182414, -0.6018372934506384] Predicted: 2.9533036688495495 Movie Vector: [1.9000745630452538, -0.13802958318570915] User Vector: [1.9872838165911584, -0.7497668637471004] Predicted: 3.879477437145818 Movie Vector: [1.9551912288710824, -1.1870651317043541] User Vector: [2.072340749431018, 0.004758617596106746] Predicted: 4.0461736674962 Movie Vector: [1.297146560930101, -1.5203742127112898] User Vector: [1.9615252164631696, -0.43636059534455907] Predicted: 3.207817085318086 Movie Vector: [1.9464394407605883, -0.3218641088537224] User Vector: [2.135109992050063, -0.673527800324644] Predicted: 4.372646724127968 Movie Vector: [1.7346949841639603, -0.24637271324981838] User Vector: [1.9151099555164188, -0.42538949462897235] Predicted: 3.426935997936506 Movie Vector: [1.5787636642796192, -0.11108092103442174] User Vector: [1.6902530424461901, -0.5668688493832998] Predicted: 2.7314784007473416 Movie Vector: [1.8757666390524574, -0.4681425303120412] User Vector: [1.9251694924043212, -0.8065815673056028] Predicted: 3.988763844195076 Movie Vector: [1.745870489639857, -0.729961819468541] User Vector: [2.002629722977994, -0.36941068590021336] Predicted: 3.765987831433763 Movie Vector: [1.8382558336805315, 1.0069639129543946] User Vector: [1.600542327186429, -0.13911294249581893] Predicted: 2.8021245570848774 Movie Vector: [2.304802799866499, 0.04121157106498684] User Vector: [1.8392021966614625, -0.020612234517359673] Predicted: 4.238148909818333 Movie Vector: [1.92052499979675, -0.8054898911660225] User Vector: [2.095408872090593, -0.5001749823965979] Predicted: 4.427171015780497 Movie Vector: [1.6022367420438426, -0.4923060972785787] User Vector: [1.9901821865638065, -0.6033990876661636] Predicted: 3.4858000726240683 Movie Vector: [2.221798634068522, 0.04214181208712749] User Vector: [2.043820967038538, 0.022937526633551888] Predicted: 4.541925261783963 Movie Vector: [1.986491087248442, -0.11404176047105376] User Vector: [1.9590933018916097, -0.5163661985168086] Predicted: 3.9506086936224065 Movie Vector: [1.2326139572120212, -1.346545515813324] User Vector: [1.727046370818436, -0.33624513065419603] Predicted: 2.581550834319645 Movie Vector: [1.8535962867931306, 0.10409431583310456] User Vector: [1.6955668152736783, -0.0946699955064131] Predicted: 3.133041744388781 Movie Vector: [1.3722538872688281, -0.3281015478966689] User Vector: [2.124424151875131, 0.0037056914382979185] Predicted: 2.914033457521499 Movie Vector: [2.0682196796814445, -0.19914204504336663] User Vector: [2.2824380554693073, -0.5461242563007658] Predicted: 4.829339605222993 Movie Vector: [1.875935778671715, 0.18548138933010072] User Vector: [2.1135549848068105, -0.23546956220366858] Predicted: 3.921218194646562 Movie Vector: [2.1314469178253312, -0.48706282023599234] User Vector: [1.8151561987069804, -0.595867387176529] Predicted: 4.159133935190391 Movie Vector: [2.107424645015834, 0.020367195491148713] User Vector: [2.0535571142907036, -0.4310794574068468] Predicted: 4.318936993022604 Movie Vector: [1.726480417064814, -0.5407018007647122] User Vector: [1.8123425195047542, 0.22910559324468116] Predicted: 3.005096062106197 Movie Vector: [2.084788481302788, -0.5925167583236947] User Vector: [1.7536618134066055, -0.655942195479094] Predicted: 4.04467069200365 Movie Vector: [1.6318135500310347, 0.08973652132313027] User Vector: [1.5991208347892534, -0.07840256321990452] Predicted: 2.6024314730598723 Movie Vector: [0.8350809685450324, -0.8756216478524326] User Vector: [2.072072307539428, -0.642771018688291] Predicted: 2.293172368050994 Movie Vector: [1.321087114522791, -0.774279539972213] User Vector: [1.9508765369699117, -0.15730604580662116] Predicted: 2.699076707797794 Movie Vector: [1.875610895213868, -0.4322387633655309] User Vector: [1.785816540715579, -0.43576933667429185] Predicted: 3.5378533598159936 Movie Vector: [1.2680560425717116, 0.1049760442780609] User Vector: [2.0023708497320736, -0.4199555431959654] Predicted: 2.4950331837748516 Movie Vector: [2.167836330022239, -0.6677777904453588] User Vector: [1.8138886334832955, -0.46697540832690687] Predicted: 4.244049484644343 Movie Vector: [1.5327302377426493, -0.455522448031437] User Vector: [1.8584519592655786, -0.7538778875610858] Predicted: 3.191913814217017 Movie Vector: [1.993458769824392, -0.22386723434192504] User Vector: [1.9208681851705938, -0.1283269441178698] Predicted: 3.8578997274762026 Movie Vector: [1.8279097228096546, -2.1558606556391964] User Vector: [2.150586813995647, -0.2264187062287493] Predicted: 4.419205727508171 Movie Vector: [2.041152190734866, -0.010166086393435827] User Vector: [1.7994217744568253, -0.43328136959446373] Predicted: 3.6772984728245324 Movie Vector: [2.176265320498049, -0.6914093038040731] User Vector: [2.03346863976493, -0.10732465558464635] Predicted: 4.499572546439548 Movie Vector:
avg loss: 1.0447909754309916: 31%|█████████████▊ | 21448/70000 [00:40<01:42, 473.48it/s]
[1.8218870179126814, -0.349207555808472] User Vector: [1.921634838780345, -0.19909582737522313] Predicted: 3.570527333192006 Movie Vector: [1.783570442845388, 0.10800412715528213] User Vector: [1.9019785599384298, -0.4907543900238043] Predicted: 3.3393092428896747 Movie Vector: [2.233115226730724, -0.25892978820677176] User Vector: [2.117575063129755, 0.817768336573394] Predicted: 4.517044535029179 Movie Vector: [1.681650079795451, -0.24876726927366688] User Vector: [2.286031641105454, -0.5405205132773252] Predicted: 3.9787691037543134 Movie Vector: [1.5941713595473752, -0.14469939325762074] User Vector: [2.141860239203639, -0.3258215874284589] Predicted: 3.461638435502864 Movie Vector: [1.922012415122021, -0.35958130028706337] User Vector: [1.7088213389750375, -0.03427251760276351] Predicted: 3.2966995851791703 Movie Vector: [1.8448703620445324, -0.2721620003514416] User Vector: [1.5958194807034451, -0.6194667268349933] Predicted: 3.112675366649654 Movie Vector: [1.8876182105505153, -1.1558686865902512] User Vector: [1.6101292024149496, -0.1710713294900431] Predicted: 3.23704519674854 Movie Vector: [1.958281760519089, -0.09933897962297691] User Vector: [2.020449749164211, 0.4352603959170246] Predicted: 3.913371568232952 Movie Vector: [1.8621061678331083, 0.5965931203940589] User Vector: [2.011884101969922, -0.18555740607966445] Predicted: 3.6356395233382717 Movie Vector: [2.0285239070218575, 0.3615536384416055] User Vector: [1.888421190092854, 0.07114288717107217] Predicted: 3.8564295003359637 Movie Vector: [1.6806027283316007, -0.22766908016538956] User Vector: [1.8704281418511848, -0.30440365222552707] Predicted: 3.2127499378444786 Movie Vector: [1.9060296457135453, -0.7020730760981337] User Vector: [0.9864256139241765, -1.455701563119874] Predicted: 2.9021653377310956 Movie Vector: [2.425516719465633, -0.19002087591749647] User Vector: [1.8991943920040948, -0.3130893315653299] Predicted: 4.666021260345767 Movie Vector: [1.1339213065215785, -0.6863334274907571] User Vector: [1.4993604807826388, -0.37465708862385505] Predicted: 1.9572964790847909 Movie Vector: [1.9677093782894208, 0.1886193409363734] User Vector: [1.9619354110820035, -0.3355438207548417] Predicted: 3.7972286536581175 Movie Vector: [2.3688256491265154, 0.10605794818425504] User Vector: [1.7425525089138318, 0.09234706268734229] Predicted: 4.1375972180543075 Movie Vector: [2.0333598700223865, -0.21153445482472633] User Vector: [1.6374958990906054, 0.10588642857379488] Predicted: 3.3072198205953693 Movie Vector: [1.4160745877117045, -1.017553168924586] User Vector: [2.13430967505947, -0.02053727628068024] Predicted: 3.0432394637194267 Movie Vector: [2.1517006955551095, -0.6636237622680986] User Vector: [1.9940987657212357, -0.5469436416193157] Predicted: 4.653668498407993 Movie Vector: [1.7957672638917694, -0.6263134389140237] User Vector: [1.4613567112105947, -0.3676079783202888] Predicted: 2.8544943599345363 Movie Vector: [1.7725987598846356, -0.6775239963163618] User Vector: [1.735185229914128, -0.022472134469459892] Predicted: 3.0910125970674263 Movie Vector: [2.135232971095097, -0.1845611757455499] User Vector: [1.6138008574878158, -0.13185015496228075] Predicted: 3.4701752193115953 Movie Vector: [2.073423657458949, -0.22920942791152712] User Vector: [2.130088904681056, -0.08413167224313693] Predicted: 4.4358604999206115 Movie Vector: [1.2199338209753263, -0.7488062241581851] User Vector: [1.9940373900245174, -0.15943443165008578] Predicted: 2.5519791471449835 Movie Vector: [1.6395379055236061, -0.5036153573877934] User Vector: [1.567805589927528, -0.20599712778823578] Predicted: 2.6742200103099125 Movie Vector: [1.701346050155643, -0.3130966934129295] User Vector: [1.503808845496952, -0.08364395023946683] Predicted: 2.5846878837193294 Movie Vector: [1.9196853393216722, -0.0889321414519018] User Vector: [1.875488218470219, -0.2964701727566858] Predicted: 3.6267129644076683 Movie Vector: [2.191475579828654, -0.6604838567403859] User Vector: [1.785972897825329, -0.4827538257384586] Predicted: 4.232767100499938 Movie Vector: [1.9323954247826578, -1.1606261293830806] User Vector: [1.9089916273200727, -0.3415285934748178] Predicted: 4.085313696100035 Movie Vector: [1.6056595837991126, -0.08307655073092621] User Vector: [2.110558362841448, -0.28761408316147136] Predicted: 3.4127322484344287 Movie Vector: [2.2703924394049553, -0.2445340179073032] User Vector: [1.045733379843474, -0.10274328391162268] Predicted: 2.3993493872579137 Movie Vector: [2.246444770116802, -0.17382279808485968] User Vector: [2.29849194393381, -0.7091803728190602] Predicted: 5.286706923355983 Movie Vector: [1.8003155927199201, -0.9808947245416106] User Vector: [2.1089294099000293, -0.7054724248580941] Predicted: 4.488732680441525 Movie Vector: [1.9581277543410918, -0.13064444796443342] User Vector: [1.5077571176492688, -0.6456690799052605]
avg loss: 1.0443382773669632: 31%|█████████████▊ | 21510/70000 [00:40<01:44, 466.08it/s]
Predicted: 3.0367341393862866 Movie Vector: [1.417466565126171, -0.6085803480492968] User Vector: [1.7943054484336562, -0.3200175814719519] Predicted: 2.7381243918925233 Movie Vector: [2.0771855152901706, 0.28593122950463384] User Vector: [1.7037775599731666, -0.36159025029693803] Predicted: 3.4356721240084 Movie Vector: [2.1349486378807865, -0.1395311792997671] User Vector: [2.219008790702408, 0.6153691049951502] Predicted: 4.651606618230982 Movie Vector: [1.76004711075212, 0.11407369004937322] User Vector: [1.6621143960041662, -0.34514109470773685] Predicted: 2.886028122165646 Movie Vector: [1.8173707587384054, -0.12969508150053968] User Vector: [1.9066116989421142, -0.773137331229571] Predicted: 3.5652924591108794 Movie Vector: [1.7811920796314729, -0.5682571600064036] User Vector: [1.1602152355197906, -1.8169933225096315] Predicted: 3.0990856533755373 Movie Vector: [1.8741884760571499, 0.25288188862240973] User Vector: [1.9181573599513078, 0.1215643256323744] Predicted: 3.625729835539972 Movie Vector: [1.9717477765083544, -0.492028505528913] User Vector: [1.858717413904754, -0.12947290036495512] Predicted: 3.72862628569712 Movie Vector: [1.7902888607529004, -0.2488966262674431] User Vector: [1.848922252254828, -0.6597849939026567] Predicted: 3.4743231716542398 Movie Vector: [1.4783239528012233, -0.9823619524538595] User Vector: [1.4478859270825961, -0.19547548048239444] Predicted: 2.3324721215935487 Movie Vector: [1.9220017039079325, -0.4170435046689613] User Vector: [1.8634760478608499, 0.014045459282593792] Predicted: 3.575746571616275 Movie Vector: [2.2246267602812844, 0.09215985537171528] User Vector: [1.9467808144958427, -0.6244696404687752] Predicted: 4.273309664580017 Movie Vector: [1.6695396805883396, 0.16750388198361424] User Vector: [1.8078356854707973, -0.32582670358307547] Predicted: 2.9636761751730276 Movie Vector: [2.267737722608603, 0.006979578893468162] User Vector: [1.9513445815783528, -0.4305357729187973] Predicted: 4.422132759059584 Movie Vector: [2.2752234596974357, -0.151722422808433] User Vector: [1.7162997378679428, 0.6246610554341238] Predicted: 3.8101903387051643 Movie Vector: [2.265592373213339, -0.16917440518986404] User Vector: [1.6533863795228236, -0.2549304867768345] Predicted: 3.7890272848869584 Movie Vector: [1.8514702742637477, -0.29450078167364907] User Vector: [1.8510603480045256, -0.31876638892610665] Predicted: 3.521060160908712 Movie Vector: [2.1677469847972834, 0.805081989418683] User Vector: [2.3486291586174275, -0.5497805928157856] Predicted: 4.648615323591994 Movie Vector: [1.8729613921883745, -0.4556624883509021] User Vector: [2.010542941074681, -0.5849362540110354] Predicted: 4.032202814999067 Movie Vector: [1.4443709322886453, 0.46004137136422707] User Vector: [1.820383351500027, -0.5910484678695309] Predicted: 2.3574020508273983 Movie Vector: [1.8576452435234867, 0.08225664404919696] User Vector: [1.7360882855752773, -0.4550657174222987] Predicted: 3.18760396729876 Movie Vector: [2.042752409356829, -0.28392144998176266] User Vector: [1.9156724550194362, -0.7087653326220192] Predicted: 4.114478203964315 Movie Vector: [1.9116158385437294, 0.21904408322069077] User Vector: [1.923335639733801, -0.15117699157281989] Predicted: 3.64356444622764 Movie Vector: [1.7629524075909302, -0.7331127978817714] User Vector: [1.3969826523970115, -0.05197905219468076] Predicted: 2.50092043879176 Movie Vector: [2.0273463319047296, -0.2285951117099887] User Vector: [1.632364648413539, -0.20672437018855547] Predicted: 3.3566246627885716 Movie Vector: [1.9597334186471056, -0.16298779325958915] User Vector: [1.6605669491808943, -0.35014521296143497] Predicted: 3.311337939791662 Movie Vector: [1.9136133638213821, -0.36960692514963894] User Vector: [2.0937803699790885, -0.09260307352291197] Predicted: 4.040912834163071 Movie Vector: [2.082244824212877, -0.15414684859433825] User Vector: [1.6187727906393212, 0.08175361418838674] Predicted: 3.358079202897024 Movie Vector: [2.09618884363583, -0.2267933731802978] User Vector: [1.9344798825940392, -0.40696837045931733] Predicted: 4.1473328776457326 Movie Vector: [1.50141549065563, -0.3873563362500359] User Vector: [1.8516862086829273, -0.13693262467623968] Predicted: 2.83319207735763 Movie Vector: [1.6152799231783193, -0.6592857332142252] User Vector: [1.7696371393076595, -0.49255116947290917] Predicted: 3.183191301345848 Movie Vector: [2.3323936205876605, -0.05531444832310451] User Vector: [1.919661576159036, -0.7247927295620343] Predicted: 4.5174979239049105 Movie Vector: [1.621964533478297, -0.07871363512179512] User Vector: [1.7418755507701746, -0.15604486142006985] Predicted: 2.8375432233666484 Movie Vector: [2.2625429771842875, -0.43074617812772725] User Vector: [1.6500756955175415, -0.9356833312008731] Predicted: 4.136409195568289 Movie Vector: [1.3585935272606688, -1.4645731751690598] User Vector: [1.7214665047869782, -0.33681926853781186] Predicted: 2.8320697163801793 Movie Vector: [1.352955126563661, -0.663059414527558] User Vector: [1.7772347479815787, -0.67470403928625] Predicted: 2.8518877286572724 Movie Vector: [2.0297087028387786, -1.1699149029697877] User Vector: [1.7616629957610586, -0.2911970581480478] Predicted: 3.9163384919936157 Movie Vector: [1.456217772477825, -0.5654649367195711] User Vector: [1.8836992794448597, 0.011792798756519503] Predicted: 2.7364079545286755 Movie Vector: [1.876573436658069, -0.17426923739563896] User Vector: [1.6475377512741818, -0.21309391570415975] Predicted: 3.1288612941159126 Movie Vector: [2.2387699928416223, -0.45178627073219624] User Vector: [1.622185659470216, -0.28565663007659753] Predicted: 3.76075632085215 Movie Vector: [1.2169176423067887, -0.5337028601549071] User Vector: [1.6783287441969506, -0.4033946283392264] Predicted: 2.2576807253196374 Movie Vector: [1.666854361627593, -0.47200956087110807] User Vector: [1.959427180570636, -0.9598119636969404] Predicted: 3.719120165729251 Movie Vector: [1.756738945213605, -0.5228323564829527] User Vector: [1.672034215752168, -0.2708701816322981] Predicted: 3.078947319905301 Movie Vector: [1.5863840106418539, -1.2521700767179211] User Vector: [1.1781965088904058, -0.11701030691972844] Predicted: 2.0155889080902565 Movie Vector: [1.6080612290338805, -0.5892521527500915] User Vector: [1.5524044564620612, -0.5604519935792878] Predicted: 2.8266089619457313 Movie Vector: [1.8631137877230113, -0.31768438727388676] User Vector: [2.206258731554346, 0.7739904041696717] Predicted: 3.8646263947386736 Movie Vector: [2.3091146557473197, -0.329720617629667] User Vector: [1.829444419915476, -0.00870727352033297] Predicted: 4.227267889504974 Movie Vector: [1.715962593918655, -0.17587064947976036] User Vector: [2.134520596784377, -0.7886669837182474] Predicted: 3.801460874680686 Movie Vector: [1.7142044976156519, -0.09764474342866429] User Vector: [2.019530099250448, -0.1522696120551698] Predicted: 3.4767559064064106 Movie Vector: [1.8412454873872008, -0.3579614200284442] User Vector: [1.9892495033187003, -0.5678055561275214] Predicted: 3.8659491544442357 Movie Vector: [2.2785387457082047, -0.3126202140515521] User Vector: [2.208119391094969, -0.24554803400575237] Predicted: 5.108048866710311 Movie Vector: [1.7583226967468881, -0.23748955098448998] User Vector: [1.8490813804813553, -0.7197326039203287] Predicted: 3.4222107323663717 Movie Vector: [2.3144838698746044, -0.46019951025669936] User Vector: [2.080742450501919, -0.4989420468507859] Predicted: 5.045457724657256 Movie Vector: [1.7685551411010796, -0.48034109449090545] User Vector: [1.842171753973477, -0.4354704147756015] Predicted: 3.467156661932707 Movie Vector: [1.463921508395024, -1.2138787350371525] User Vector: [1.8005488479997074, -0.3053044046943213] Predicted: 3.006464710074268 Movie Vector: [1.9782122464497374, -0.4256574028316511] User Vector: [1.8492718411248645, 0.21800674332313583] Predicted: 3.5654560189651474 Movie Vector: [2.0743420668469486, 0.1072716373310811] User Vector: [1.8336371868642523, -0.22567105216242728] Predicted: 3.7793826487837263 Movie Vector: [1.9226152011998434, -0.18930273591707722] User Vector: [1.6957291921318638, -0.2674685742588328] Predicted: 3.3108672547900886 Movie Vector: [1.7527214749195938, -0.10054886711257761] User Vector: [2.3452747988879508, 0.3201149392559919] Predicted: 4.0784263101106415 Movie Vector: [2.0578728909886284, -0.4066617336834725] User Vector: [1.8077718702363186, 0.9359044917335813] Predicted: 3.339568181680605 Movie Vector: [2.0241500001574275, -0.41645042464205384] User Vector: [1.6093316420874988, -0.194462383479149] Predicted: 3.3385125857615616 Movie Vector: [1.6010085824319784, -0.4985529121819008] User Vector: [1.7307128153694424, -0.8251402289749891] Predicted:
avg loss: 1.0444653298418023: 31%|█████████████▊ | 21572/70000 [00:40<01:38, 492.45it/s]
3.182262135245411 Movie Vector: [1.0585192945717032, 0.10977798191613485] User Vector: [1.947588645222729, -0.6827282296347328] Predicted: 1.9866116316105458 Movie Vector: [1.412710748221725, -1.0175208005659655] User Vector: [2.236262072894286, -0.32371686624988866] Predicted: 3.488580111121645 Movie Vector: [2.1043013865267106, -0.47905764105837734] User Vector: [1.7165949121101565, -0.6134376217171998] Predicted: 3.906105033654402 Movie Vector: [2.169750391464932, -0.18188040025674027] User Vector: [1.751661924731311, -0.4485231628704466] Predicted: 3.8822467192872745 Movie Vector: [2.4688571377356676, -0.22319183986264243] User Vector: [2.0653595090860306, -0.5826023042686438] Predicted: 5.229109646195215 Movie Vector: [1.8428756272228208, -0.0901829677000432] User Vector: [1.879919678349277, -0.49209016583328524] Predicted: 3.5088363078972997 Movie Vector: [1.7756684532473348, -0.4168563265649613] User Vector: [1.7057053690940551, -0.5679560663715074] Predicted: 3.2655232939128274 Movie Vector: [1.9800132592314532, -0.36671513773215775] User Vector: [1.540681588272453, -0.12819976150559334] Predicted: 3.097582766230985 Movie Vector: [1.8662584393743498, -0.6031568491595082] User Vector: [1.9500267026144318, 0.030985434972015953] Predicted: 3.620564713431961 Movie Vector: [1.9508185673264127, -0.4168263051604079] User Vector: [2.1499451271404695, -1.0867364304699292] Predicted: 4.647133203754564 Movie Vector: [1.6571586997670589, -0.5760404293433914] User Vector: [1.440190123115775, -0.485543133066908] Predicted: 2.666316066676495 Movie Vector: [1.972334422071071, 0.05219416753232078] User Vector: [2.2750155461959163, -0.7073638433418892] Predicted: 4.450171205563332 Movie Vector: [1.376031311411564, -0.3938671247978769] User Vector: [1.8061935272281051, -0.9053053218547515] Predicted: 2.8419488521179157 Movie Vector: [1.98246220236698, 0.14130041230547674] User Vector: [1.7757639007509851, -0.4007953496017066] Predicted: 3.4637522654177384 Movie Vector: [1.6306812473097567, -0.6121669597138722] User Vector: [1.9035981321642832, -0.7672951835024485] Predicted: 3.573874536221968 Movie Vector: [1.9729142533709199, -0.6575382637326633] User Vector: [1.771475673012731, 0.523787447842021] Predicted: 3.1505593157676546 Movie Vector: [1.985724480547935, -0.13475950184064472] User Vector: [2.007778487371165, 0.19015425749118042] Predicted: 3.961269800878036 Movie Vector: [1.6657100858769631, 0.20088431605287935] User Vector: [2.0167386314590248, -0.2537949993808178] Predicted: 3.3083184441307445 Movie Vector: [1.198395464827414, -0.9810845336205517] User Vector: [1.8427800208824543, -0.05596394928312009] Predicted: 2.263284584782095 Movie Vector: [2.0008344075340574, -0.8037297244839069] User Vector: [2.0897986615389255, -0.6570056367939135] Predicted: 4.709396026270448 Movie Vector: [1.444994029176838, -0.17922409175833642] User Vector: [1.3249394345897125, -0.6268962763470189] Predicted: 2.0268844877580476 Movie Vector: [1.6837982805329956, -0.5232907212857251] User Vector: [1.5915781009881749, -0.09979602210932687] Predicted: 2.732118802168895 Movie Vector: [2.0581399138197205, 0.08974942853462378] User Vector: [1.7785668937409544, -0.48713036563536516] Predicted: 3.6168198414689794 Movie Vector: [1.5620994119415494, -0.33061838195426235] User Vector: [2.089464528814599, -0.5349267596552272] Predicted: 3.44080793147526 Movie Vector: [1.8475811924465821, -0.14194551199217428] User Vector: [1.6501919835949057, 0.2974412205801941] Predicted: 3.006643226473234 Movie Vector: [1.7356108649960886, -0.8524813994923078] User Vector: [2.146938591004173, -0.7899397158374739] Predicted: 4.399658859497922 Movie Vector: [1.8932281202636607, -0.6027283076978496] User Vector: [1.969450059868791, -0.14155734631654504] Predicted: 3.8139388545861146 Movie Vector: [1.5559676326434433, -0.44340729488902164] User Vector: [1.815200899143796, -0.1756804034543475] Predicted: 2.902291818273726 Movie Vector: [1.7990329459430996, 0.14473625085985714] User Vector: [1.6990984770076, -0.23262852938925305] Predicted: 3.0230643573515743 Movie Vector: [1.8847626531161947, -0.2588080311207576] User Vector: [1.7695034392629123, -0.46383934494481616] Predicted: 3.455139344504908 Movie Vector: [2.330953413269889, -0.5203490549655952] User Vector: [1.291621909587669, -1.5721580975247997] Predicted: 3.828781479111087 Movie Vector: [1.933225322714592, -0.5380740260241345] User Vector: [1.4484318481014555, -0.27377126235366533] Predicted: 2.9474543323203757 Movie Vector: [1.7972651250248075, -0.25264742105084215] User Vector: [1.8834834633118411, 0.05094244457319107] Predicted: 3.3722486649278713 Movie Vector: [1.2215412535920476, -0.6308976071124048] User Vector: [2.0009351112782987, -0.5860338581549352] Predicted: 2.8139521429840353 Movie Vector: [1.5461340324996198, -0.7314724064854355] User Vector: [1.5703223950154501, -0.20592326040893955] Predicted: 2.5785560797723526 Movie Vector: [1.6602484534753268, -0.624084798094325] User Vector: [1.8470887358822554, -0.4627290336567625] Predicted: 3.3554083727222737 Movie Vector: [1.5941131322028073, -0.5258160027839304] User Vector: [1.6080191614539325, -0.10490557382303045] Predicted: 2.6185254916048404 Movie Vector: [1.4557096486990735, -1.475374799953317] User Vector: [1.9369325501720047, -0.046534432163347406] Predicted: 2.8882671307086296 Movie Vector: [2.131050539665193, -0.8415303984743779] User Vector: [2.0290577687801066, -0.4313162312153906] Predicted: 4.686990373093853 Movie Vector: [2.0232099056431343, -0.20618071628416768] User Vector: [1.5237125204459536, -0.4294151912563871] Predicted: 3.171327396435265 Movie Vector: [1.3220153258031577, -0.37234518661514965] User Vector: [1.9289263187257604, -0.7768035279370122] Predicted: 2.839309210273535 Movie Vector: [1.6249843724615654, -0.35950377309889775] User Vector: [2.4313751006668585, 0.14604307791254578] Predicted: 3.8984435046312735 Movie Vector: [1.625871767200539, -0.013728854266068735] User Vector: [1.9373039036010697, -0.26337481228576926] Predicted: 3.1534235557675983 Movie Vector: [2.1101763837304444, -0.4811571138500235] User Vector: [1.6190144534605933, -0.09896902533567964] Predicted: 3.464025715201862 Movie Vector: [2.0684987389698817, -0.9293550847124955] User Vector: [1.5744440728259539, -1.3823053023568281] Predicted: 4.541388040589451 Movie Vector: [1.5941935903028597, -0.841130980673955] User Vector: [2.144928966651616, -0.28939241229169205] Predicted: 3.6628489338414547 Movie Vector: [2.002368801727118, -0.5579578408224266] User Vector: [2.356742808940084, 0.30382829195825795] Predicted: 4.549544896554563 Movie Vector:
avg loss: 1.0449118916618247: 31%|█████████████▉ | 21634/70000 [00:40<01:37, 493.94it/s]
[2.030691065371383, -0.37093202635484235] User Vector: [2.1160928996734967, -0.23292180963244155] Predicted: 4.38352910369199 Movie Vector: [2.0321546754798283, -0.6809127997897698] User Vector: [1.4238311424492873, -0.2270175912528398] Predicted: 3.0480242968836055 Movie Vector: [1.9188938378023839, -0.6896116738878568] User Vector: [2.09872376666283, -0.1789553400209813] Predicted: 4.150637794681751 Movie Vector: [1.8087822104106703, -0.16550106328838554] User Vector: [1.68829032305187, -0.13138290499708954] Predicted: 3.0754935128196412 Movie Vector: [1.930198294192822, -0.11980879883410414] User Vector: [2.0150506479529935, -1.059844015514706] Predicted: 4.016425961841339 Movie Vector: [1.888825878619529, 0.5941287437334588] User Vector: [1.7511334129883773, -0.4311519771793675] Predicted: 3.051426324808012 Movie Vector: [1.9003562616793968, 0.25454028708276427] User Vector: [1.842859020314054, -0.28568298572833045] Predicted: 3.4293708494442208 Movie Vector: [2.0533750302740668, -0.10069829591353391] User Vector: [1.6657381975281116, 0.16028214877058644] Predicted: 3.404245082531398 Movie Vector: [2.354703826315332, -0.43484053233344716] User Vector: [1.8340428211225017, -0.07001003566352645] Predicted: 4.349070849699932 Movie Vector: [2.26619652454768, -0.16219608029612634] User Vector: [1.710612248405931, -0.6840015521470312] Predicted: 3.987525902860928 Movie Vector: [1.6901532919797841, -0.9522790136678873] User Vector: [2.1725064336747595, -0.8401130020558986] Predicted: 4.4718908816900145 Movie Vector: [1.9020075433878234, -0.04496873041739591] User Vector: [1.8162551981812232, -0.49163045423953183] Predicted: 3.476639085019712 Movie Vector: [2.002317309858176, -0.271940838461959] User Vector: [1.7835923324811023, -0.04592353459328398] Predicted: 3.583806285559665 Movie Vector: [2.2052326625650007, 0.0983809076534742] User Vector: [2.2306959469103256, -0.6805697099490311] Predicted: 4.852248496591765 Movie Vector: [2.414975921429425, -0.32531681089323927] User Vector: [1.8103159113692584, -0.005975896091111278] Predicted: 4.3738133955959135 Movie Vector: [1.2555596540067648, -0.34749611805534864] User Vector: [1.77930326977284, -0.39916769935040614] Predicted: 2.3727306237464427 Movie Vector: [1.5458289834098204, -0.19029694545395737] User Vector: [1.9996288378148925, -0.41401704422674457] Predicted: 3.1698703924385816 Movie Vector: [1.5543586448164486, -0.7294872804842087] User Vector: [2.154464625308293, -0.7291632366559126] Predicted: 3.8807260218363613 Movie Vector: [1.96100454942531, -0.08755845191263556] User Vector: [1.934149291769927, 0.01519623626719742] Predicted: 3.791545001506114 Movie Vector: [1.9656264994786004, -0.8932828065885251] User Vector: [1.6654839173295115, -1.0078216694823061] Predicted: 4.173989091814202 Movie Vector: [2.2351931545096675, -0.4411863585757205] User Vector: [1.3112024084053315, -0.2355762334355433] Predicted: 3.0347236680405976 Movie Vector: [2.0802413117163554, -0.8307298953802587] User Vector: [1.8222181610017731, -0.3452865227646158] Predicted: 4.077493334408156 Movie Vector: [1.833923113403627, -0.12479525925489113] User Vector: [1.8804841260860694, -0.6107956522359729] Predicted: 3.5248877049904115 Movie Vector: [1.6590804720082795, -0.5961295951845831] User Vector: [1.9642979989396485, -0.04274935189113825] Predicted: 3.2844126050829785 Movie Vector: [1.298857366906981, 0.7451324190561727] User Vector: [1.8784931005517957, -0.15631531104389784] Predicted: 2.323418996481978 Movie Vector: [2.082792798548773, -0.4794831777527677] User Vector: [1.8297692429201666, 0.12205740701340335] Predicted: 3.752505728777114 Movie Vector: [1.907370275283623, -0.6886290752812393] User Vector: [1.7668391850376215, -0.42682888628729704] Predicted: 3.663943324014443 Movie Vector: [1.1627792930468561, 0.338837963376927] User Vector: [2.0286469635648428, -0.1894174233041292] Predicted: 2.294686868195103 Movie Vector: [2.045052794911228, -0.41903386351916233] User Vector: [2.2425723206942134, -0.6800398754094267] Predicted: 4.871138528566162 Movie Vector: [2.2380896460408644, 0.6412488731483849] User Vector: [1.43904419858835, -0.6659525273045236] Predicted: 2.793668613351415 Movie Vector: [2.0019917854020894, -0.3107903821895502] User Vector: [1.7928661073928172, -0.42268387411838326] Predicted: 3.7206693021088526 Movie Vector: [2.1893563780241174, -0.30270292645328206] User Vector: [1.9192335726855931, -0.6016132452118484] Predicted: 4.383996353195899 Movie Vector: [2.187602844705132, -0.7951910892987573] User Vector: [2.076179245970288, -0.2573376493625906] Predicted: 4.7464882303165785 Movie Vector: [1.0643514933330538, -1.077483972713466] User Vector: [1.998980410630363, -0.4802615029667965] Predicted: 2.645091857355952 Movie Vector: [1.804250341447355, -0.0185074612943645] User Vector: [1.8776305122369752, -0.38534651552769505] Predicted: 3.3948472785365817 Movie Vector: [2.055586158522789, -0.4222280112449448] User Vector: [1.8240658631378621, -0.4573314944830256] Predicted: 3.94262270789536 Movie Vector: [1.5422908648896314, -0.10600960248456551] User Vector: [1.5833234844091915, -0.09083086030280026] Predicted: 2.4515742895635477 Movie Vector: [1.4337700643532305, -0.3077972773008884] User Vector: [2.5607122699094393, -0.027026888718865567] Predicted: 3.6797913987797446 Movie Vector: [1.8330329675407944, -0.9090058425957149] User Vector: [1.9610248703582196, -0.09436569343187023] Predicted: 3.680402204204195 Movie Vector: [2.1172244301725756, -0.23093941779403426] User Vector: [1.6861614008360877, 0.2686231906713843] Predicted: 3.5079464278045522 Movie Vector: [2.1392370373671326, -0.6894549841474021] User Vector: [1.8838744917207957, 0.4421885341398807] Predicted: 3.7251849976447335 Movie Vector: [1.697398125262252, -0.3420611601362043] User Vector: [1.98263256464304, -0.26400224911680553] Predicted: 3.455621713920449 Movie Vector: [2.129179430703866, -0.3864426796194637] User Vector: [1.485379048103735, -0.899119577196023] Predicted: 3.5100966947309113 Movie Vector: [1.0424877638587562, -0.8256117512824112] User Vector: [1.7320071919825601, 0.4940052126256012] Predicted: 1.39773979581872 Movie Vector: [1.3446610900949392, -0.7329488905363236] User Vector: [2.229545037178337, -1.0926459435806426] Predicted: 3.798836092204431 Movie Vector: [2.1750029222614886, -0.38919055667468144] User Vector: [1.8763385199999176, -0.4792977522025192] Predicted: 4.26757992314424 Movie Vector: [2.005366245677781, -0.5492570914348266] User Vector: [2.087704578097237, -0.22773631498647526] Predicted: 4.31169807784673 Movie Vector: [1.9989048861264687, 0.2875841219309685] User Vector: [1.7258866117072766, -0.38367795622209927] Predicted: 3.33954349289753 Movie Vector: [1.8992141842580026, -0.49172905505677417] User Vector: [1.7629169651577443, -0.4366692506351353] Predicted: 3.5628798638838237 Movie Vector: [1.9554151138584859, 0.12190832271445012] User Vector: [1.8573955126587105, -0.30263813878777795] Predicted: 3.595085149976732 Movie Vector: [1.5202584648158068, -1.7905980476655194] User Vector: [2.2587215321803265, -0.25840990417357335] Predicted: 3.8965487988695044 Movie Vector: [1.8350100943241898, 0.04916853261662391] User Vector: [2.154533542749668, -0.3356077446330584] Predicted: 3.9370894591673173 Movie Vector: [2.040973414726721, -0.43172979350922447] User Vector: [2.1568862132666817, 0.8132102073477827] Predicted: 4.051060344970034 Movie Vector: [1.9699315939146596, -0.3250789446148909] User Vector: [1.9651386235405053, 0.18712823456340716] Predicted: 3.8103572119348876 Movie Vector: [2.2356807084360164, 0.26389214304507763] User Vector: [1.6833130273288999, -0.13092748934245124] Predicted: 3.7287997257121592 Movie Vector: [1.527892936773821, -0.7665781913156068] User Vector: [1.6803456464000546, -0.3706411331797148] Predicted: 2.851513653973357 Movie Vector: [2.069138860129971, -0.32665062258828087] User Vector: [1.7197753672043739, -0.3485543853811574] Predicted: 3.6723095499674914 Movie Vector: [2.0270193628630686, -0.2057704787596974] User Vector: [1.6525551552407405, -0.5615224825488669] Predicted: 3.4653060479405795
avg loss: 1.0442965607561725: 31%|█████████████▉ | 21696/70000 [00:40<01:35, 507.49it/s]
Movie Vector: [0.8700606639413502, 0.9780543770278091] User Vector: [2.3498048007414263, 0.19238379527061475] Predicted: 2.2326345380993042 Movie Vector: [1.686915114182172, -0.48183618290308455] User Vector: [1.6626233034321496, -0.20321569388393762] Predicted: 2.902621053998223 Movie Vector: [1.8740002800130673, -0.3138652338595299] User Vector: [1.424640960777951, -1.5636740336093602] Predicted: 3.1605604756548416 Movie Vector: [1.9970475591479204, -0.31536548731077935] User Vector: [1.9305193664255405, -1.0578677686923585] Predicted: 4.188953972991948 Movie Vector: [1.5570151767614446, -0.2591734894634717] User Vector: [2.133209888185089, 0.6289968945246298] Predicted: 3.1584208511061322 Movie Vector: [1.734734418378566, -0.4396253874927551] User Vector: [1.9386064085247732, -0.17190579925139352] Predicted: 3.438541414165329 Movie Vector: [2.097725380436745, -0.765833561982429] User Vector: [1.9284653806035033, -0.14501445988982842] Predicted: 4.156447714541961 Movie Vector: [2.116140512598262, -0.4374788640032607] User Vector: [2.0150576953489874, -0.2042667644135597] Predicted: 4.353507616400145 Movie Vector: [1.7807736184586926, -0.28268086767047207] User Vector: [1.973961012175096, -0.7002220907773894] Predicted: 3.713117082530413 Movie Vector: [2.0954394018268756, -0.06471079793993591] User Vector: [2.043728596933294, -0.3170431998523441] Predicted: 4.303025547098257 Movie Vector: [1.9674806013145005, -0.12033407109617239] User Vector: [1.6920609407731422, -0.5655328657507808] Predicted: 3.3971499492875976 Movie Vector: [1.9863274781584055, -0.2186648958827111] User Vector: [1.5039537378036192, -0.5426978871085232] Predicted: 3.106013612258723 Movie Vector: [1.51767007689962, -1.1406623049942255] User Vector: [1.9005769778813892, -0.4924911140932144] Predicted: 3.4462148575656353 Movie Vector: [1.5190501125872509, -0.8853059222337412] User Vector: [1.7237968236819787, -0.61507718285174] Predicted: 3.1630652317011463 Movie Vector: [1.9837513535089555, -0.3080795581271681] User Vector: [1.950091305231547, -0.15227427472405167] Predicted: 3.9154088574902475 Movie Vector: [1.5135530316595895, -0.9871181428332128] User Vector: [1.900990462586715, -0.8083079831101689] Predicted: 3.675145352929058 Movie Vector: [1.8560616491956239, 0.04316803192121814] User Vector: [1.4897066030095654, 0.14728595251084153] Predicted: 2.771345339099079 Movie Vector: [1.3584057218385448, -0.5630768079770964] User Vector: [1.8560228911353933, -0.07546635518636338] Predicted: 2.56372546956964 Movie Vector: [2.0696545554323587, -0.2858929609268799] User Vector: [1.7781874358293637, 0.148519281011193] Predicted: 3.637773109973806 Movie Vector: [2.0110666757430193, -0.15331456125565818] User Vector: [2.0122943355734986, -0.6679084187913306] Predicted: 4.149258166244256 Movie Vector: [2.164897771882277, -0.3891827306743221] User Vector: [1.9377322989428154, -0.18222993905418322] Predicted: 4.265913081777346 Movie Vector: [1.86100070282723, -0.8048871580396502] User Vector: [1.4290533129827303, -0.06531543700613537] Predicted: 2.712040776306429 Movie Vector: [2.1075758347722497, -0.18230154272263965] User Vector: [1.8765208789425536, -0.44479966660327075] Predicted: 4.0359977233292 Movie Vector: [2.1581078210285822, -0.6850255785781887] User Vector: [1.6549835745337023, -0.04133508357214814] Predicted: 3.599948585414611 Movie Vector: [1.7426124929732432, -0.10716884020991976] User Vector: [2.1927014481424205, -0.32517051395480373] Predicted: 3.8558770837445038 Movie Vector: [2.0901757836485086, -0.4348468147156979] User Vector: [1.6772176600187407, 0.0334990593188703] Predicted: 3.491112777638006 Movie Vector: [2.14945784085046, -0.27847028226849807] User Vector: [1.9575306512689596, -0.29639531765673605] Predicted: 4.290166894846105 Movie Vector: [1.8312226887238978, -0.1832040602066681] User Vector: [1.605810378588131, -0.14026216219891657] Predicted: 2.9662929966671054 Movie Vector: [1.4504450538135318, -0.5203232241229313] User Vector: [1.5554861800298, -0.19564977048605398] Predicted: 2.3579483554777436 Movie Vector: [2.083551523199716, 0.02537860341717292] User Vector: [2.0124213110673286, -0.40175535359176107] Predicted: 4.1827874982043705 Movie Vector: [1.4104715440450457, -1.2255783530099296] User Vector: [1.7774106611310074, -0.0015432924472556049] Predicted: 2.5088785854232976 Movie Vector: [1.5442106493689889, -1.822712823910484] User Vector: [2.1064119045867757, -0.26906997818811274] Predicted: 3.743180994793301 Movie Vector: [1.5999154798992934, -1.250878047314317] User Vector: [1.5182340873711988, -0.4949263772469418] Predicted: 3.048138758830961 Movie Vector: [1.812373122279544, -0.3380719183345732] User Vector: [1.8727961477639896, -0.3625681914082907] Predicted: 3.516779525712622 Movie Vector: [1.4252018325131246, -0.7491935206436803] User Vector: [2.410346407858689, 0.04717718108528117] Predicted: 3.3998852790803045
avg loss: 1.0448359175528852: 31%|█████████████▉ | 21759/70000 [00:40<01:32, 524.35it/s]
Movie Vector: [1.7461260481578806, 0.21228176764243872] User Vector: [2.046098902808099, 0.07500387704677404] Predicted: 3.588668546900007 Movie Vector: [2.2340350470548347, -0.3095959658520729] User Vector: [1.682966345228322, -0.5283851559721864] Predicted: 3.9233917109589647 Movie Vector: [1.8429960351897612, -0.3333813575308895] User Vector: [1.9959229585282223, -0.254632869254151] Predicted: 3.7633679507356663 Movie Vector: [2.052751020157832, 0.35564626869593763] User Vector: [1.8946204153283188, -0.03920545525344608] Predicted: 3.875240716503648 Movie Vector: [1.7454529672721966, -0.5677111310446161] User Vector: [1.8913002616850398, -0.39455907486360764] Predicted: 3.5251712324155706 Movie Vector: [2.023839605588129, -0.10161452775445651] User Vector: [2.121608482621984, 0.6504254553899123] Predicted: 4.227702599193182 Movie Vector: [1.7756619434773835, -0.6732849354822145] User Vector: [1.7678525152541147, -0.29476466914908495] Predicted: 3.33756904426798 Movie Vector: [2.1822405830865113, -0.685628321561165] User Vector: [2.4951489896926087, -0.21771960165494175] Predicted: 5.594290111208161 Movie Vector: [1.9784905200176228, -0.3990933698666033] User Vector: [1.4848471906466565, -0.15746479563413884] Predicted: 3.000599246294194 Movie Vector: [2.261198687006926, 0.19687262616399606] User Vector: [2.314543612282275, -0.7063178064830011] Predicted: 5.094588335644246 Movie Vector: [2.2378482538834854, -0.09000766267481632] User Vector: [2.016655675128547, -0.23570090060302515] Predicted: 4.5341842684242675 Movie Vector: [2.0592269928144633, -0.21671432427672507] User Vector: [1.5149945804516078, -0.5047943714403738] Predicted: 3.2291139051389686 Movie Vector: [1.9371043978593876, 0.2643455395116437] User Vector: [1.2151896068097803, -0.3935961460420681] Predicted: 2.249903746009051 Movie Vector: [2.004292805042054, -0.4140509953445988] User Vector: [1.787413967572872, -0.4006922703318411] Predicted: 3.7484079881957646 Movie Vector: [1.9186833338907274, -0.3029986752636246] User Vector: [2.0202122486615135, -0.6126261776987494] Predicted: 4.0617724927032945 Movie Vector: [2.1201208911003686, -0.1522339764623137] User Vector: [2.1287240826353546, 0.002677591644690628] Predicted: 4.512744778560269 Movie Vector: [1.3499308311566298, -1.2821326553875907] User Vector: [1.830330422160349, -0.7140111915788458] Predicted: 3.386276533113628 Movie Vector: [2.008118262144198, -0.07403209493950792] User Vector: [1.6034419764255474, -0.641880506098725] Predicted: 3.267420873716049 Movie Vector: [1.8676404357744714, -0.3352360240757522] User Vector: [1.7518855087449097, -0.3313288135808061] Predicted: 3.38296556910589 Movie Vector: [1.9625910454829312, -0.583523458166584] User Vector: [1.8987310021158474, -0.2637424083807887] Predicted: 3.880332344736936 Movie Vector: [2.334469269218756, -0.36673591292423197] User Vector: [1.9246187773266366, -0.6253877495991348] Predicted: 4.722315537911279 Movie Vector: [2.03865474758403, -0.25300439237944705] User Vector: [1.6479152079716446, -0.5187830206159911] Predicted: 3.4907845452550403 Movie Vector: [1.154862432191273, -0.40504786770129725] User Vector: [2.464345701958985, -0.35800688720757967] Predicted: 2.990990197410272 Movie Vector: [1.834055336073889, -0.12072951729786326] User Vector: [1.673443330322884, -1.098318290290257] Predicted: 3.201787106622102 Movie Vector: [1.8043340582075842, -0.4887988617099417] User Vector: [1.9508358429292603, -0.3376473960177711] Predicted: 3.6850012162021777 Movie Vector: [1.4272150183730408, -0.39893632385368594] User Vector: [1.583788341682818, -0.425759103211699] Predicted: 2.4302572786563683 Movie Vector: [1.6553919298435744, 0.5031363862715089] User Vector: [1.4485865879621416, -0.07376362413551169] Predicted: 2.360865384106337 Movie Vector: [1.8304088074240312, -0.5186404522465368] User Vector: [1.8164416703260757, 0.15412475380331725] Predicted: 3.2448954995219292 Movie Vector: [2.0611643943992886, -1.4470356915719527] User Vector: [1.8002038914646146, -0.30501836790883796] Predicted: 4.151888628695018 Movie Vector: [1.6936283330632922, 0.24412952066279883] User Vector: [0.9750009357607063, -0.2559976914920159] Predicted: 1.5887926158528263 Movie Vector: [1.8196454280493144, -0.15487493810755598] User Vector: [2.0165629477309643, -0.21729103518901247] Predicted: 3.703082483838523 Movie Vector: [2.0132010231619004, 0.5635059544681335] User Vector: [1.8775707506978434, 0.017722456550163565] Predicted: 3.7899140661575754 Movie Vector: [2.346644014413643, -0.5369199667517058] User Vector: [1.8756661033438695, -0.7237493442234687] Predicted: 4.790116108287488 Movie Vector: [1.5294376714271503, -0.4191853741803673] User Vector: [1.8378384345933434, -0.16427206251605178] Predicted: 2.8797197818569336 Movie Vector: [1.8192916080100305, -0.6279241825857019] User Vector: [1.2774204584751527, -0.7060793876908931] Predicted: 2.767364642360588 Movie Vector: [0.4693241211931539, 0.2677835684416421] User Vector: [1.895292034940213, -0.3940625878685809] Predicted: 0.7839827827339031 Movie Vector: [1.1495081614714378, -1.6538227982765343] User Vector: [1.8221691738400305, -0.2192192194485233] Predicted: 2.457148079855137 Movie Vector: [1.7754664963732467, 0.09636632320721773] User Vector: [1.9039552510871975, -0.03758816242351516] Predicted: 3.376786525890362 Movie Vector: [1.7067627271638024, 0.5579094321862824] User Vector: [1.7812642822692648, 0.012183888341006236] Predicted: 3.0469929904315154 Movie Vector: [2.4311512181358585, 0.668255156611812] User Vector: [1.7887925835179024, -0.29700708558158645] Predicted: 4.150348751921797 Movie Vector: [2.0578836631612134, -0.49802848324850846] User Vector: [2.1114282158977487, -0.37018189768577975] Predicted: 4.529434760464108 Movie Vector: [0.7795094157345722, -0.8405269492350443] User Vector: [1.9764787817423646, -0.33414973226839284] Predicted: 1.821545675419029 Movie Vector: [1.754594585427313, -0.5377329913306729] User Vector: [1.669426115622013, -0.3446672012350458] Predicted: 3.1145049483750276 Movie Vector: [2.2848548788644614, -0.19833057182050368] User Vector: [1.6888419721873404, 0.10054479488659675] Predicted: 3.83881771311989 Movie Vector: [1.7069865191528957, -0.4854746320064162] User Vector: [1.8071650758549733, 0.34819696567362474] Predicted: 2.9157656285922062 Movie Vector: [1.8602113461273033, -0.33557762668065727] User Vector: [2.0175215505160775, -0.3756370730173664] Predicted: 3.8790718767827936 Movie Vector: [1.668428183340493, -0.6976103209758288] User Vector: [1.8204759421096866, -0.5142559541519958] Predicted: 3.3960836301488415 Movie Vector: [2.1080882673661767, -0.6639756718406904] User Vector: [1.9999333880453003, 0.022105092011200353] Predicted: 4.201358867532948 Movie Vector: [2.051197852658032, -1.4453470060235951] User Vector: [1.5275134222705613, -0.19362061953787496] Predicted: 3.413081234421198 Movie Vector: [1.3728857270997075, -1.011755809426412] User Vector: [1.5154267832600277, -0.49273151437517293] Predicted: 2.5790317733588686 Movie Vector: [1.6105645306084873, -1.013207407212493] User Vector: [1.610797467361502, -0.2117981880622043] Predicted: 2.8088887599052272 Movie Vector: [1.3589812528863374, 0.37798433990108044] User Vector: [1.9864922155270952, -0.6887281773768137] Predicted: 2.4392772144089188 Movie Vector: [1.935032688946916, -0.15763642408291004] User Vector: [2.2067911623773586, -0.31989346209009983] Predicted: 4.320639898330736 Movie Vector: [1.7108439683236991, -0.33003189123425763] User Vector: [1.8649587745585292, -0.5965506595378882] Predicted: 3.38753421301015 Movie Vector: [1.4793599687255825, 0.16410983260884596] User Vector: [1.561405502945323, -0.4195026335919181] Predicted: 2.241036289027406 Movie Vector: [1.739485527844376, -0.06311944379814269] User Vector: [1.821317122780137, -0.4472080376011265] Predicted: 3.1963822992866486 Movie Vector: [1.589658746276482, -1.020198329590142] User Vector: [1.2681519945356248, -0.3863686724104536] Predicted: 2.410101583920627 Movie Vector: [1.5234686050511077, -0.9055331671741736] User Vector: [1.8773813531920807, -0.2684308248071105] Predicted: 3.1032045662512586 Movie Vector: [1.639488041597807, -0.6239634338440264] User Vector: [1.820573710717626, -0.4323616350192702] Predicted: 3.2545866780179344 Movie Vector: [1.768870588789463, 1.0545117659860326] User Vector: [1.857559839822649, -0.04816406945301328] Predicted: 3.2349933896427783 Movie Vector: [1.8407137630187118, 0.3970525310395597] User Vector: [1.8170155516082565, 0.09568094989286093] Predicted: 3.382595896791584 Movie Vector: [1.7479851492176024, -0.5256340850375937] User Vector: [1.720679424060174, -0.41016355710134433] Predicted: 3.223318025874211 Movie Vector: [2.1258882147706006, -0.43985420835700123] User Vector: [1.8921670405555402, -0.37322012117283276] Predicted: 4.1866980528357685
avg loss: 1.0452015483914208: 31%|█████████████▉ | 21759/70000 [00:40<01:32, 524.35it/s]
Movie Vector: [1.9331833538428163, -0.18146375070489593] User Vector: [2.057018031227198, -0.23104798317251968] Predicted: 4.018519850142229 Movie Vector: [2.005858894839465, 0.23818509826412487] User Vector: [1.9482473383143988, -0.6290997033177772] Predicted: 3.758067078252573 Movie Vector: [1.0138572153095378, -1.0096038910017737] User Vector: [1.8826709409098823, -0.9856181009455126] Predicted: 2.9038433872514493 Movie Vector: [2.006127274510815, -0.22590790803891256] User Vector: [1.7739659077893069, -0.5054034356510686] Predicted: 3.6729760245320784 Movie Vector: [1.0820871610517702, -1.0907077839092205] User Vector: [1.7909478266377152, -0.48465561438596694] Predicted: 2.466579300444323 Movie Vector: [2.1734185710469043, 0.06884899175566349] User Vector: [1.9572731928947342, 0.6586765306297278] Predicted: 4.29932312107666 Movie Vector: [2.2961834295020984, -0.04164282851218999] User Vector: [2.0690501035846944, 0.006756484038671583] Predicted: 4.750637203554607 Movie Vector: [2.148429048287744, -1.204396958025416] User Vector: [1.9756945603459575, -0.41024363757126425] Predicted: 4.738735773131451 Movie Vector: [1.9977822332611952, -0.5518596693830838] User Vector: [1.892998798188229, -0.282472683539716] Predicted: 3.9376846483532186 Movie Vector: [1.5603628260409577, -0.4497676795987838] User Vector: [1.3462018469881443, -0.20100639163503842] Predicted: 2.190969496738193 Movie Vector: [2.0440422569103784, -0.42371051826232004] User Vector: [1.8013519221460745, -0.007366552003905617] Predicted: 3.6851607340006916 Movie Vector: [2.156877032280529, -0.5575424063671833] User Vector: [1.6690697060157582, -0.340549588740795] Predicted: 3.789848951374501 Movie Vector: [1.4847045038001416, -0.7874725863001979] User Vector: [1.8528865419079799, -0.30225393645341014] Predicted: 2.9890056828598297 Movie Vector: [1.7519274497101, -0.522052892373499] User Vector: [1.8013073982298926, 0.2560634689808164] Predicted: 3.0220812017122047 Movie Vector: [2.301365540530594, 0.6119664217169232] User Vector: [1.6122202189029593, 0.027552215279647498] Predicted: 3.727169086125022 Movie Vector: [1.9957248066043767, 0.5265764854523655] User Vector: [1.9856993272247498, 0.037708486980318694] Predicted: 3.982765808345877 Movie Vector: [1.7444422489664861, -0.9930606705990171] User Vector: [1.7908763247732904, -0.16829416605697523] Predicted: 3.2912066410107963 Movie Vector: [1.46694158378169, -0.28573253111086605] User Vector: [1.923179513214805, -1.0259567320667502] Predicted: 3.1143412148754908 Movie Vector: [1.7037461156878497, -0.4368775017341676] User Vector: [2.30180391899966, -0.8480617586329233] Predicted: 4.292188588498577 Movie Vector: [2.086703447400283, -0.4105691140392152] User Vector: [1.8353404733023835, -0.07075481998521019] Predicted: 3.858861036548683 Movie Vector: [1.8448841566080016, -0.514739376665208] User Vector: [1.7309382989270135, -0.9876645770710745] Predicted: 3.7017704925123236 Movie Vector: [1.5965683056599462, -0.8868127236070728] User Vector: [2.121304099585807, -0.541665605653134] Predicted: 3.86716284309874 Movie Vector: [1.7684515812185535, -0.4078687611016338] User Vector: [1.7293047945455733, -0.020224510155854653] Predicted: 3.0664407442241006 Movie Vector: [2.1212863921417684, -0.43422544269928937] User Vector: [1.8800484777211226, -0.9437855626594495] Predicted: 4.397936956115661 Movie Vector: [1.778469540191186, -0.12750294098805462] User Vector: [1.75148009405585, -0.15651096810742068] Predicted: 3.1349096062601065 Movie Vector: [1.633096628527632, -0.3412103739908117] User Vector: [1.899314469052325, -0.027673256221794076] Predicted: 3.111206458028083 Movie Vector: [1.7583940071225916, -0.16835420699543902] User Vector: [1.815838010449838, -0.19225947246096725] Predicted: 3.2253263665039325 Movie Vector: [1.587470459740558, -0.47772772631084776] User Vector: [1.9860257251477886, -0.5730352311682707] Predicted: 3.426511989038964 Movie Vector: [2.3149966063815075, -0.4087725816150617] User Vector: [2.1189419159954785, -0.23493693443865665] Predicted: 5.001379121856281 Movie Vector: [1.7820946381199163, -0.04191161360743341] User Vector: [1.0424680404043543, -0.12131758526693191] Predicted: 1.8628613209734703 Movie Vector: [2.0353350196326363, -0.23634914277270502] User Vector: [1.9084100503545767, -0.46309826991516356] Predicted: 3.9937066864195243 Movie Vector: [1.4729021247996483, -0.6672744474664947] User Vector: [2.088187604897272, -0.17516885636651244] Predicted: 3.1925816620787826 Movie Vector: [1.6704990832085675, -0.9708228702076837] User Vector: [1.672090276489143, -0.06374867172848786] Predicted: 2.8551139423764513 Movie Vector: [1.7012304514120375, -0.4070825986930474] User Vector: [1.8886095495353938, -0.6483879759171592] Predicted: 3.4769075386948654 Movie Vector: [2.0505307523722602, 0.10641048199434659] User Vector: [1.710327784031322, 0.15809545841438633] Predicted: 3.5239027317239193 Movie Vector: [1.9292248898589817, -0.5154989281945793] User Vector: [1.6663169088136165, -0.09498037536041416] Predicted: 3.2636623365739204 Movie Vector: [1.650838005202622, -0.08923319177882368] User Vector: [1.8693120735301112, -0.8166232023956029] Predicted: 3.1588013093980294 Movie Vector: [2.3293261236173257, -0.18743893927266905] User Vector: [1.7701373800607365, -0.642084566388183] Predicted: 4.243578891814157 Movie Vector: [2.0576923196330172, -0.22264499739231366] User Vector: [1.827971641609773, -0.4384126499763547] Predicted: 3.8590135907581313 Movie Vector: [2.231767537949305, -0.2675243884979504] User Vector: [1.666941054418091, -0.467441800262226] Predicted: 3.8452770146988144 Movie Vector: [1.556167791662769, -0.34008951093832934] User Vector: [2.3401930862477003, 0.6277639479898895] Predicted: 3.428237173033967 Movie Vector: [1.7746638316076533, -0.17826383333031737] User Vector: [1.6054576868487846, -0.2649903665865611] Predicted: 2.8963858885703506 Movie Vector: [1.6734776930691913, -0.22260239847486005] User Vector: [2.036614621093461, -0.17763408901657457] Predicted: 3.447770912044456 Movie Vector: [1.585714540887947, -1.2521035896244803] User Vector: [2.0546520635186147, -0.23722913921488797] Predicted: 3.5551271103613797 Movie Vector: [1.9292584859072817, -0.4215329099181195] User Vector: [2.076858036670913, -0.6879984658830917] Predicted: 4.2968099866149965 Movie Vector: [1.449649310709719, -0.7484492630421566] User Vector:
avg loss: 1.0456890156680032: 31%|██████████████ | 21821/70000 [00:41<01:29, 537.11it/s]
[1.9574980189461877, -0.4693547305876409] Predicted: 3.188973856094651 Movie Vector: [1.4636576826822734, -0.30811272443024496] User Vector: [1.596033398206797, -0.5376615375289402] Predicted: 2.5017069062522705 Movie Vector: [1.8187169935250638, 0.0955124655806207] User Vector: [1.9215097038893887, -0.4043847401342453] Predicted: 3.4560585681135443 Movie Vector: [2.0532778622335703, -0.18053121776121825] User Vector: [1.9135489141064645, -0.4476722226685759] Predicted: 4.009866435152121 Movie Vector: [2.1798003852111907, 0.7817230036255095] User Vector: [1.5843560929559517, -0.18932389174647485] Predicted: 3.3055811804229553 Movie Vector: [1.7698567153857347, -0.12673330532218802] User Vector: [1.8658542900293609, 0.22948051970286767] Predicted: 3.273211920370749 Movie Vector: [1.8191060120189941, 0.5548412328744158] User Vector: [1.978181681432022, -0.09876764386450432] Predicted: 3.5437218282689513 Movie Vector: [1.7339789184309722, -0.5222953774545909] User Vector: [0.9386531467910335, -0.26123707496540705] Predicted: 1.7640476849287354 Movie Vector: [1.7494124258882502, -0.10980775476579574] User Vector: [2.174524094101755, 1.033675833977488] Predicted: 3.690633848130272 Movie Vector: [2.018299002113869, -0.37515496055340086] User Vector: [1.9467526700674045, -0.06579262533281428] Predicted: 3.953811401120989 Movie Vector: [2.1709148238517084, -0.3990950034846887] User Vector: [2.084133333655322, -0.34382597034939855] Predicted: 4.661695175750538 Movie Vector: [2.0747096504374904, -0.2088606279327643] User Vector: [1.965622293739321, -0.2681654263689209] Predicted: 4.134104741277315 Movie Vector: [2.2349860863093154, 0.22614140989799514] User Vector: [1.933201140579605, -0.37243268408537067] Predicted: 4.236455198961555 Movie Vector: [1.8580350627631892, -0.8435901349708953] User Vector: [1.962669607853707, -0.5165715093941233] Predicted: 4.0824835773437735 Movie Vector: [2.118004528958576, -0.8286558343413891] User Vector: [1.928211559439726, -0.26329803657045997] Predicted: 4.302144269858362 Movie Vector: [1.738969361676163, -0.982950750383677] User Vector: [1.8400737076461087, 0.11101570422043089] Predicted: 3.090708831054599 Movie Vector: [2.1517431380388254, -0.2296229575554918] User Vector: [1.3353404138912672, -0.19787563160950344] Predicted: 2.9187463602947945 Movie Vector: [1.9784711502067471, -0.4308039033945628] User Vector: [1.8781859521510085, -0.6738374847794611] Predicted: 4.006228539750927 Movie Vector: [2.031155240965576, 0.00022693262863422822] User Vector: [1.8722582224071649, 0.04369807908392564] Predicted: 3.802857017403159 Movie Vector: [1.7835468705870425, -0.9639649646976631] User Vector: [2.0708396318648483, -0.5136351531467465] Predicted: 4.1885658371707555 Movie Vector: [1.8718232540190696, -0.020038846947097802] User Vector: [1.5162314347515908, -0.010577397196691277] Predicted: 2.8383292168862484 Movie Vector: [1.8041364768581771, -0.16513953188490887] User Vector: [2.071819030054729, -0.0814262150335877] Predicted: 3.751290972604471 Movie Vector: [1.7425488468772983, 0.07488670682660568] User Vector: [1.7669029351728316, -0.6798000396407431] Predicted: 3.02800668596024 Movie Vector: [1.950958402261854, -0.4669986967920134] User Vector: [1.976492552136725, -0.9646444306025354] Predicted: 4.306542443558177 Movie Vector: [1.8057321801483086, -0.2200794028467601] User Vector: [1.9108769658651743, -0.16487846016995727] Predicted: 3.4868183826234036 Movie Vector: [1.963192594948365, -0.6604127500897251] User Vector: [1.685591396425539, -0.344820366764048] Predicted: 3.5368643142728846 Movie Vector: [1.7024415050629302, 0.11667723605630369] User Vector: [2.093525749629994, -0.3893480466707154] Predicted: 3.5186770741386266 Movie Vector: [1.5941156019069578, -0.7793321684265055] User Vector: [1.4806228061335711, -0.22652486533143973] Predicted: 2.53682203029806 Movie Vector: [1.239006593006443, -1.1114268306333557] User Vector: [1.7260579274205035, -0.36202322969643624] Predicted: 2.5409594827822013 Movie Vector: [1.840362120003704, -0.25148177966308977] User Vector: [1.8978307645765446, -0.43377150173649065] Predicted: 3.6017814785281637 Movie Vector: [1.5584240237612197, 0.4039255136127194] User Vector: [1.8726517518388572, -0.8499994197617271] Predicted: 2.5750490260064396 Movie Vector: [1.7835615941706349, -0.608174830579846] User Vector: [2.2142398865795965, -0.037794684635304956] Predicted: 3.972218997909006 Movie Vector: [1.9160280143041686, -0.1627267916829639] User Vector: [1.7458467807973845, -0.3567832785507728] Predicted: 3.403149538935234 Movie Vector: [1.75295964316594, 1.0549243157589365] User Vector: [1.7238732078193648, -0.336245073687961] Predicted: 2.6671670589547727 Movie Vector: [1.9583406243958226, -0.46288481139815724] User Vector: [1.920168567970604, -0.5443198196337423] Predicted: 4.012301489396228 Movie Vector: [1.9486637289278366, -0.3036728252719233] User Vector: [1.676768053459123, -0.36162853336798906] Predicted: 3.377273846027524 Movie Vector: [2.1303736532263384, -0.42406356683251484] User Vector: [1.5656481333769505, -1.7929247856646195] Predicted: 4.0957296132406125 Movie Vector: [0.41948161099117015, 0.6061314120636216] User Vector: [1.676846617384024, -0.27216133845622226] Predicted: 0.5384407840577494 Movie Vector: [2.13377705757138, -0.09037385350793414] User Vector: [1.786903851869523, -0.11869998092200454] Predicted: 3.8235818178923555 Movie Vector: [2.3120448200343278, -0.4646895041463969] User Vector: [1.7118770273104604, -0.28821712559791124] Predicted: 4.091867886709506 Movie Vector: [1.0533178935178569, 0.28211810059205406] User Vector: [1.7478505602337495, -0.297256644294017] Predicted: 1.7571807904128232 Movie Vector: [2.4516092242216563, -0.21832650086820465] User Vector: [2.078183498875947, -0.28325775725562624] Predicted: 5.156736510454904 Movie Vector: [1.6628617691719563, 0.12403816431792986] User Vector: [1.7751103264581107, 0.10060126109333249] Predicted: 2.9642414936836285 Movie Vector: [1.1055589313413663, -0.5663312130494258] User Vector: [1.5848238111474051, -0.43564290379117226] Predicted: 1.9988342931769054 Movie Vector: [2.095546079972407, -0.1694091201424282] User Vector: [1.6674931822187182, 0.07814688421268126] Predicted: 3.481070006482807 Movie Vector: [1.6894462301730784, 0.023908433705410702] User Vector: [2.016653184034215, 0.1194476073768247] Predicted: 3.4098829245353786 Movie Vector: [1.4422896398166474, -1.2256059800676289] User Vector: [1.7978789928595647, -0.508096263315403] Predicted: 3.215788063814713 Movie Vector: [1.411972934727474, -0.5304437058235172] User Vector: [1.4815335248399073, -0.646318801999808] Predicted: 2.434720979441537 Movie Vector: [1.9785298801001587, -0.5015387380609526] User Vector: [1.90471817566428, -0.36852278269896666] Predicted: 3.9533702751031914 Movie Vector: [1.2253616294437917, -0.345992096685562] User Vector: [2.0003524111741817, -0.4914803150612118] Predicted: 2.621203394705922 Movie Vector: [2.111224029235134, -0.6387916221506903] User Vector: [1.4908870282311084, -1.5321541033050958] Predicted: 4.126323723911574 Movie Vector: [1.8090056444251223, -0.3569225301160975] User Vector: [1.714749791538816, -0.15183518404631402] Predicted: 3.1561854497209736 Movie Vector: [1.917590832478993, -0.36170986059582266] User Vector: [2.1435120162677044, -0.3750997546662905] Predicted: 4.246056271673384 Movie Vector: [1.8827439354266944, -0.15268493414934564] User Vector: [1.5010676253440016, 0.6083867280904416] Predicted: 2.7332344807659434 Movie Vector: [2.4554590317691107, 0.2361780330064181] User Vector: [1.9940519802068428, 0.44284767580788964] Predicted: 5.000903837609743 Movie Vector: [2.353949488023895, -0.3730658367220071] User Vector: [2.1796192751119308, -0.6808878755617283] Predicted: 5.384729681747049 Movie Vector: [2.2224244550879444, -0.16641153174896728] User Vector: [1.7845389363926725, -0.6782836930355652] Predicted: 4.0788772016141 Movie Vector: [1.9540092589778237, -0.17048868301681652] User Vector: [2.221557010037822, -0.8274847085746269] Predicted: 4.482019745142436 Movie Vector: [1.9234734098491262, -0.3814323175527675] User Vector: [1.7467890190052218, -0.38061965327128117] Predicted: 3.5050828671263794 Movie Vector: [1.9141346091248284, -0.3016192816535806] User Vector: [1.8323786654216565, -0.5019171934955651] Predicted: 3.6588073238572707 Movie Vector: [2.0769387437928146, -0.24267129461551354] User Vector: [1.8908379397674342, -0.311331499851578] Predicted: 4.00270579345994 Movie Vector: [2.082981009609517, 0.08294571925753594] User Vector: [1.8068133504043065, -0.5522809628840092] Predicted: 3.7177485551024576 Movie Vector: [1.5716367278881138, -0.9040696342620969] User Vector: [1.5579375574454017, -0.08908595466444251]
avg loss: 1.0449815381948813: 31%|██████████████ | 21883/70000 [00:41<01:28, 542.29it/s]
Predicted: 2.5290517914888637 Movie Vector: [2.1015696231022063, 0.07726381672115937] User Vector: [1.2491715994837005, -0.5575115388431587] Predicted: 2.5821456181598315 Movie Vector: [1.9987058225402807, -0.07798704194593724] User Vector: [1.8326902743454345, -0.6972316680664458] Predicted: 3.717383757590698 Movie Vector: [2.1572120132477566, 0.2565730549790897] User Vector: [2.104744420807194, 0.4428783217458352] Predicted: 4.654010593375812 Movie Vector: [2.188158793698735, -0.01982690460050954] User Vector: [2.0127492892038847, -0.49420026857020527] Predicted: 4.4140135182608455 Movie Vector: [1.9678335636921824, -0.41620058253557285] User Vector: [1.9542527846324653, -0.7266033239545041] Predicted: 4.148056948240823 Movie Vector: [1.7328239710895061, 0.0264777239566546] User Vector: [1.8445438165700807, -0.16610986088172044] Predicted: 3.191871530034656 Movie Vector: [1.8167067936702184, 0.634032181103901] User Vector: [2.0269326008995248, -0.11655622139413963] Predicted: 3.6084418310940567 Movie Vector: [1.8558776123309453, -0.9101051406104482] User Vector: [1.8010531969035246, 0.5987395491451974] Predicted: 2.797618365186503 Movie Vector: [1.417482051820175, -1.1147008666181926] User Vector: [1.7993640474732149, -0.27386613469898385] Predicted: 2.855845059670119 Movie Vector: [2.0218777869205256, -0.9089998774857843] User Vector: [1.741802035435463, -0.10426217490114587] Predicted: 3.616485148871464 Movie Vector: [1.5720672005106928, -0.23651318396138277] User Vector: [2.1173125244208437, -0.23214530452527576] Predicted: 3.3834629979874613 Movie Vector: [2.187866837110681, -0.1650825180336794] User Vector: [1.8754498309189782, -0.3355627793983852] Predicted: 4.158630038313931 Movie Vector: [1.6713081284048723, -0.35705550060550373] User Vector: [1.749811156589763, -0.27423551739767815] Predicted: 3.022390909130239 Movie Vector: [1.7134070490808555, -0.6894116794262279] User Vector: [1.7875303521240884, -0.3603234323362308] Predicted: 3.3111782883989407 Movie Vector: [2.0283173346550307, -0.28934556338326056] User Vector: [1.8988908130378426, -0.45329007841594393] Predicted: 3.9827106258171447 Movie Vector: [1.5907508134699022, -0.8390288914794315] User Vector: [1.8196059265619113, 0.0014977859015290543] Predicted: 2.893282922228382 Movie Vector: [1.7667450156601288, -0.26888753252104464] User Vector: [1.8928223579933658, -0.6356811255793411] Predicted: 3.5150611958420606 Movie Vector: [2.4486366099912598, -0.1938322767414499] User Vector: [1.711377353217346, -0.37359738112511565] Predicted: 4.262956471566061 Movie Vector: [1.3202685469892752, -0.5615261409046559] User Vector: [1.9573955838896921, -0.10726758498817818] Predicted: 2.6445213764678415 Movie Vector: [1.8281075448246134, -0.9345047713180957] User Vector: [1.9961542243445667, -0.42171320744222923] Predicted: 4.0432776026404476 Movie Vector: [1.950970717976668, -0.10220614905391597] User Vector: [2.0062248577646122, 0.007895862062355503] Predicted: 3.9132789455208097 Movie Vector: [1.7150834149060386, -1.3373662057730615] User Vector: [1.9245437405700483, -0.4374217761416877] Predicted: 3.885746151794042 Movie Vector: [2.0577438413248084, -0.5549706778999084] User Vector: [1.569267172940819, -0.5320270133591215] Predicted: 3.5244092527771387 Movie Vector: [0.9030324519535232, -0.16041604243328447] User Vector: [1.4201442585258857, -0.20692546161608397] Predicted: 1.3156305155354815 Movie Vector: [1.3908757260466265, -1.2981052430884337] User Vector: [2.017271146163326, -0.4962574750860598] Predicted: 3.4499679003838684 Movie Vector: [1.9065169511615279, 0.1774989585430099] User Vector: [1.4871513544589223, -0.06204232907372629] Predicted: 2.824266817422592 Movie Vector: [1.8006075607561833, -0.48947537658892515] User Vector: [2.302606927248298, -0.18744768384542662] Predicted: 4.2378424682938105 Movie Vector: [1.7362203336180313, -0.5754322965805034] User Vector: [2.3322091414973323, -0.6648820248224678] Predicted: 4.431823524216209 Movie Vector: [1.6631504335664022, -1.0425890885636422] User Vector: [1.6653218805396062, -0.6526420606888739] Predicted: 3.4501182988589725 Movie Vector: [1.7068277440226902, -0.9798749247876115] User Vector: [1.9500371324648924, 0.5256792111563809] Predicted: 2.8132776020712584 Movie Vector: [2.181516619914232, -0.44271335629938213] User Vector: [1.5917043273924667, 0.01841818005585641] Predicted: 3.464175469886616 Movie Vector: [2.239572716393712, -0.04182769082116548] User Vector: [1.99853943170969, -0.4019244411842587] Predicted: 4.49268595515334 Movie Vector: [1.8487550476020136, -0.46769268118841506] User Vector: [1.9935706299117182, -0.4718730823156857] Predicted: 3.9063153518492792 Movie Vector: [1.539535233439548, -0.16904579537101908] User Vector: [2.010581765911392, 0.18996401537889235] Predicted: 3.0632488502600963 Movie Vector: [2.1989909052754606, -0.24634680347336638] User Vector: [2.1373099592050195, -0.1607368162580048] Predicted: 4.739522162932149 Movie Vector: [1.6575133387226773, -0.23895681726916523] User Vector: [1.537716949848118, -0.19049770030887547] Predicted: 2.59430707971611 Movie Vector: [1.504224866770922, -0.7013899634358067] User Vector: [1.9884492330062573, -0.6502349373841008] Predicted: 3.4471430415560977
avg loss: 1.0454471557789844: 31%|██████████████ | 21938/70000 [00:41<01:34, 508.12it/s]
Movie Vector: [1.3961388779561306, -1.0193164255921314] User Vector: [1.9446540349047843, -0.1689951488272645] Predicted: 2.8872666333498453 Movie Vector: [2.0178698976079676, 0.10339145087389327] User Vector: [1.8868140097027397, -0.3122251735808893] Predicted: 3.775063778868265 Movie Vector: [1.5895433634271485, -0.8190791658930155] User Vector: [1.9813398550921795, -0.30990989476985825] Predicted: 3.4032663554655698 Movie Vector: [1.8984362399993895, -0.16884568221935672] User Vector: [1.8464317327007294, -0.4173067182840864] Predicted: 3.575793353587328 Movie Vector: [1.3789107288658236, -0.3280899361849068] User Vector: [2.2315851886797557, -0.07206093675204842] Predicted: 3.1007992271889826 Movie Vector: [1.8645785232134477, -0.2086310058771047] User Vector: [1.4297955571709289, -0.2123337411153692] Predicted: 2.7102654904774672 Movie Vector: [1.628985622556801, -0.4897062473441661] User Vector: [2.1320778304145414, -0.018933532656790722] Predicted: 3.48239600114371 Movie Vector: [2.1367483896837407, -0.21732443352468814] User Vector: [1.6259521885208417, -0.5168661816305417] Predicted: 3.5865783706555883 Movie Vector: [1.1101189683320685, 0.680654809149162] User Vector: [1.4122682162750344, -0.21921374562310006] Predicted: 1.4185768450694476 Movie Vector: [2.1064443893889986, 0.08677739805575928] User Vector: [2.019209632973152, -0.5830214786214111] Predicted: 4.202759715451127 Movie Vector: [2.0943868113846626, -0.27431142329871727] User Vector: [1.8669739293527545, 0.5104708843525185] Predicted: 3.7701375799961157 Movie Vector: [1.4344706740163264, -0.2982803913645115] User Vector: [1.8654895251995682, -0.19701326561423885] Predicted: 2.734755210554837 Movie Vector: [1.797317141546484, -0.43365496804184156] User Vector: [1.8757859846213318, -0.41991746632352256] Predicted: 3.5534815994713074 Movie Vector: [2.2708977355485778, -0.3189888539296189] User Vector: [1.990671984770633, -0.5609844184179683] Predicted: 4.699560279139145 Movie Vector: [2.0410643705273603, -0.5529692572017054] User Vector: [1.2265340695021056, -0.6885160712550034] Predicted: 2.8841632089919926 Movie Vector: [1.26616644145412, -0.5478480793410484] User Vector: [2.175959793863921, 0.039322359045908806] Predicted: 2.7335845900654614 Movie Vector: [2.0333397446535164, 0.10083154001133443] User Vector: [1.8495375262535627, -0.17950133212785918] Predicted: 3.7426387656069773 Movie Vector: [2.0052105789251358, 0.2219145455117967] User Vector: [1.9001690539346299, -0.45347242332130033] Predicted: 3.7096069619724075 Movie Vector: [2.264517278692346, -0.43139788457040795] User Vector: [1.6408076895613244, -0.6941027696626254] Predicted: 4.015071830529804 Movie Vector: [1.1862373317552748, -1.3472969863132784] User Vector: [1.8532796666265214, -0.6980350408196335] Predicted: 3.1388900335727086 Movie Vector: [1.694671817967304, -0.1358291006311274] User Vector: [1.7311890679937472, -1.0906309375375738] Predicted: 3.081936744468298 Movie Vector: [1.5164062597865997, -0.9045233823687577] User Vector: [2.0777810806963717, -0.0706876085542246] Predicted: 3.21469883201517 Movie Vector: [1.5137823485167186, -0.48868320544574584] User Vector: [2.1208673419168553, -0.2861324890622198] Predicted: 3.350359687676403 Movie Vector: [1.8292265572616342, -0.38307148643801187] User Vector: [1.9694927608282733, -0.14436872005508447] Predicted: 3.6579520026282677 Movie Vector: [1.7805634186831576, -0.08283938475023851] User Vector: [1.7740075276982425, -0.3767547596919267] Predicted: 3.189943040782642 Movie Vector: [1.0421865083276431, -0.6383529690026157] User Vector: [1.7639644532433345, -0.8932179196166468] Predicted: 2.4085682652933773 Movie Vector: [2.027469785680373, -0.4824812016471692] User Vector: [1.6965673766334253, -0.4471298729575102] Predicted: 3.655470853892169 Movie Vector: [1.784988163118779, 0.3530749661894885] User Vector: [1.688303264369382, 0.15563905104164474] Predicted: 3.068553595338434 Movie Vector: [1.9916475618162364, -0.6662337646798834] User Vector: [1.9280753172461145, -0.8393593524220173] Predicted: 4.399256045874679 Movie Vector: [1.4830644959018588, -0.6330314411549414] User Vector: [1.8530280318980579, 0.09335927146855004] Predicted: 2.689060729855995 Movie Vector: [1.5037450015218448, -0.024974493931254435] User Vector: [2.1872258104468996, -0.8244892872490873] Predicted: 3.309621082359878 Movie Vector: [1.1435675988030654, -0.6331738429232727] User Vector: [2.061339766174987, -0.39155392075103823] Predicted: 2.6052030674356117 Movie Vector: [1.7871573752587044, 0.021584744930242344] User Vector: [1.5686798153553234, -0.5498232585109577] Predicted: 2.791609906640055 Movie Vector: [1.3111684278162439, -0.5210232447988077] User Vector: [1.7171928000460883, -0.4747923282563342] Predicted: 2.4989068233674994 Movie Vector: [1.9588190660872071, -0.610719973029512] User Vector: [1.6647905830026952, -0.7007586510512587] Predicted: 3.688990839498339 Movie Vector: [2.362823898343344, -0.33071667796244275] User Vector: [1.8780765725979724, 0.0985447913368512] Predicted: 4.404973802631822 Movie Vector: [1.5162295458153328, -0.10451453716439967] User Vector: [1.6397089354200975, 0.16067236750529776] Predicted: 2.469382536296433 Movie Vector: [2.1570180721980203, -0.24929819426996502] User Vector: [1.4997527023132533, -1.1111989528917257] Predicted: 3.512013575148088 Movie Vector: [1.726410092731947, -0.21729912740844862] User Vector: [1.9069517289478424, 0.19673026051346165] Predicted: 3.249431397263779
avg loss: 1.0454886221447395: 31%|██████████████ | 21938/70000 [00:41<01:34, 508.12it/s]
Movie Vector: [1.9036192273307042, 0.01729475464693073] User Vector: [1.7144841155718082, -0.21777690460893273] Predicted: 3.2599585292225917 Movie Vector: [2.047419675333228, -0.336952418682806] User Vector: [1.7159882036621068, 0.025433112167437412] Predicted: 3.5047782621580708 Movie Vector: [1.2911189376213064, -0.5396998564039154] User Vector: [1.950150626657722, -0.066424226631367] Predicted: 2.553725550866533 Movie Vector: [1.4091243464351126, -0.3415958434321341] User Vector: [2.1315357012597076, -0.1948070092090873] Predicted: 3.0701441165579646 Movie Vector: [2.0235903113940195, -0.6889845744860926] User Vector: [1.5772317079817813, -0.3189065551149626] Predicted: 3.411392500272082 Movie Vector: [1.7413551945196803, -0.13515795482527346] User Vector: [1.8257936887050836, -0.001765900131357261] Predicted: 3.1795939993980253 Movie Vector: [0.5030059627600565, 0.4007585339489014] User Vector: [2.044058305796025, 0.007526928686199464] Predicted: 1.0311899969500387 Movie Vector: [2.040081838751149, -0.5942872832798428] User Vector: [2.076570335863631, -0.18148246450192307] Predicted: 4.344226149876546 Movie Vector: [1.7022229683818415, 0.2106724118126802] User Vector: [1.7529458329600465, 0.01935084054977479] Predicted: 2.987981347443054 Movie Vector: [1.6277284732134847, -0.4517825819218216] User Vector: [1.6711703267776665, 0.15606341676116361] Predicted: 2.6497047911175917 Movie Vector: [2.0465830425889355, -0.2312499165635158] User Vector: [1.8890018528019095, -0.07151116906360967] Predicted: 3.882536111242788 Movie Vector: [2.169662115779693, -0.5601510181656986] User Vector: [1.9939710854015473, 0.4428398949507269] Predicted: 4.078186305914812 Movie Vector: [1.445188338148956, -0.457226030851991] User Vector: [2.360975434322448, -0.4597557400540637] Predicted: 3.622266456525308 Movie Vector: [1.845359404268368, -0.3444579719455073] User Vector: [1.8890257810339919, -0.6747939181511076] Predicted: 3.7183696344639694 Movie Vector: [2.152247329360502, -0.1397379753281413] User Vector: [2.368334898682647, -0.17787645464202687] Predicted: 5.122098556351227 Movie Vector: [1.6390960230805904, 0.20997555088865716] User Vector: [2.0205838795198825, -0.3163284508929562] Predicted: 3.2455097604837864 Movie Vector: [1.5925891576587696, 0.9404200881366749] User Vector: [2.161817704452419, -0.12530159723049786]
avg loss: 1.0454494647994226: 31%|██████████████▏ | 21990/70000 [00:41<01:49, 440.36it/s]
Predicted: 3.325051297834522 Movie Vector: [1.7591600839290344, -0.4113594637010015] User Vector: [1.8884821408816823, -0.765412438398999] Predicted: 3.6370020516217907 Movie Vector: [2.197263835378531, -0.36333169432268775] User Vector: [1.8665491790239526, -0.32221267364016676] Predicted: 4.218371084670744 Movie Vector: [1.9591413157035569, 0.5629956829823911] User Vector: [1.7056424337792109, -0.3273747600746427] Predicted: 3.1572839851946 Movie Vector: [1.8904457296622312, -0.5883573918686675] User Vector: [1.8912555978105912, 0.19870589516375262] Predicted: 3.458405986353348 Movie Vector: [2.022347641600139, -0.22899199240228132] User Vector: [1.76512406515489, -0.6798764872638642] Predicted: 3.7253807617036587 Movie Vector: [1.7524780128415929, -0.34334951361562027] User Vector: [1.682349174655957, 0.08645189391366491] Predicted: 2.918596722780359 Movie Vector: [2.0446813913923245, -0.378269880780202] User Vector: [1.9147839721359694, -0.2176967789065767] Predicted: 3.9974712909659207 Movie Vector: [1.9213805647898445, -0.3020821991352516] User Vector: [1.7865346998614904, -0.49845629020996873] Predicted: 3.5831878229559524 Movie Vector: [1.8913145514910081, -0.37442500677585533] User Vector: [1.9442869808380354, -0.03539909238889912] Predicted: 3.690512564541068 Movie Vector: [2.2205161755752, -0.24395297521431264] User Vector: [2.2250665181539167, -0.8251177531951266] Predicted: 5.142086126085661 Movie Vector: [1.652595152140113, -0.5231474916886795] User Vector: [1.5848707863615459, -0.4356669672121745] Predicted: 2.847067859418243 Movie Vector: [1.7080424657744928, 0.42098623322199924] User Vector: [1.6400283407461846, -0.5279295382562839] Predicted: 2.578986983351021 Movie Vector: [1.8484690253065539, 0.38158031297593925] User Vector: [2.125334323999247, -0.1956876877829391] Predicted: 3.8539440971836996 Movie Vector: [2.4397364666991357, -0.21670823632607542] User Vector: [1.4413209825962188, 0.4045565250723274] Predicted: 3.4287726304159953 Movie Vector: [2.036714433759875, -0.16550496566397857] User Vector: [1.728045983655468, -0.046366184443241816] Predicted: 3.5272100308761214 Movie Vector: [2.2330638740051825, -0.0585363612087723] User Vector: [1.8002114396427515, -0.3541941640399684] Predicted: 4.040720368961372 Movie Vector: [1.884991659833108, 0.6707677049366287] User Vector: [1.8006249830535177, -0.11928112481198377] Predicted: 3.314153149210618 Movie Vector: [2.0803360019278996, -0.15228401943768197] User Vector: [2.1546970531362035, -0.09495394560370729] Predicted: 4.496953821385196 Movie Vector: [2.040283804528074, -0.282656132516657] User Vector: [2.0655055612740245, -0.487633195865472] Predicted: 4.352050058060134 Movie Vector: [1.7230982788662483, -1.3391878718412853] User Vector: [1.9876524686615111, -0.4541876608322664] Predicted: 4.033163154661434 Movie Vector: [1.4890564672568214, 0.9364616943742965] User Vector: [2.0616743350827, -0.22224382864442638] Predicted: 2.861826669695711 Movie Vector: [1.8691959553515065, -0.3032944214637124] User Vector: [1.932766426600468, -0.5528505305076025] Predicted: 3.780395669046989 Movie Vector: [1.898366206719881, -0.3583456842576138] User Vector: [1.6793016228885866, -0.2198358960662306] Predicted: 3.2667066963817857 Movie Vector: [1.8837848958370733, -0.30006560036772734] User Vector: [2.3260830801829475, -0.41488570791426016] Predicted: 4.506333101940094 Movie Vector: [1.7319731226451158, -0.9684508338941196] User Vector: [2.121654966169581, -0.7775211372736206] Predicted: 4.4276403706951895 Movie Vector: [1.0989502124953143, -0.6167413930301575] User Vector: [2.0832891325516663, 0.10615527835017145] Predicted: 2.2239606806596437 Movie Vector: [2.0206843363632983, -0.41772555536174105] User Vector: [2.2718317451509185, -0.009221176035625951] Predicted: 4.594506743159927 Movie Vector: [2.0754858975987696, -0.38077417991099255] User Vector: [1.8605286723348913, -0.7426927816208858] Predicted: 4.144299256356735 Movie Vector: [2.390309465111867, -0.3252353863313913] User Vector: [2.28030692319041, -0.17216110264706103] Predicted: 5.5066321045928115 Movie Vector: [1.7806454370412563, -0.4878503255171512] User Vector: [1.9291500473909136, -0.33256412948430353] Predicted: 3.597373748078799 Movie Vector: [1.5983803809032975, -0.9055988893010336] User Vector: [2.1015354169868696, -0.2798917061309888] Predicted: 3.6125225984820375 Movie Vector: [2.029514011257004, -0.28963122574310907] User Vector: [2.1046314634925656, 1.2661922608122191] Predicted: 3.9046502271650136 Movie Vector: [1.201020358280028, -0.9052588796719053] User Vector: [1.9944589344345738, -0.4749668226596878] Predicted: 2.825353717771648 Movie Vector: [2.09090724510496, -0.41958449446779444] User Vector: [1.4838556054511012, -0.21937771341602616] Predicted: 3.194651923108478 Movie Vector: [2.187080671281325, -0.5053258982753703] User Vector: [2.35998020405475, -0.42028513586795546] Predicted: 5.373848052708962 Movie Vector: [2.265082442206464, -0.315780859782641] User Vector: [1.7225482099588332, -0.6887154602085014] Predicted: 4.119196866402165 Movie Vector: [1.7372400412875981, -0.4194452308203526] User Vector: [1.9855695926530075, -0.45256885456720963] Predicted: 3.639238848785956 Movie Vector: [1.7050947284212072, -0.6068354858849487] User Vector: [2.176266689929266, -0.4891001375748184] Predicted: 4.007544180268672 Movie Vector: [1.6944625309659052, -0.14138608504406977] User Vector: [2.0529927794812024, 0.11996187222474279] Predicted: 3.4617584017060334 Movie Vector: [1.827088153250595, -0.18581557766238738] User Vector: [1.7126419962925528, -0.9140219338441771] Predicted: 3.298987415818921 Movie Vector: [2.0199173738097866, -0.3495750214289418] User Vector: [1.764027400435216, -0.16109738632960893] Predicted: 3.619505216293926 Movie Vector: [1.9642438861062732, -0.0009287094450616635] User Vector: [1.5413121889011125, -0.1338094624265716] Predicted: 3.0276373137416814 Movie Vector: [1.4779261875033556, -0.7481615584183051] User Vector: [1.6049387442290097, -0.5416475869708577] Predicted: 2.7772209022164347 Movie Vector: [1.9095473118956017, -0.7072642147785075] User Vector: [2.274505441877234, 0.7349767942156403] Predicted: 3.82345296718724 Movie Vector: [1.7669519909465916, 0.11263987904642725] User Vector: [2.3016979228071035, -0.01539525549150756] Predicted: 4.065255607545193 Movie Vector: [2.168853616556384, 0.22505311377892984] User Vector: [2.0786941754982067, 0.8297502720425348] Predicted: 4.6951212626260626 Movie Vector: [0.8424019201628749, -1.6699969228673377] User Vector: [1.8424085627817084, -0.05719649953051255] Predicted: 1.6475664892265727 Movie Vector: [1.9067895319961927, -0.4140896443949707] User Vector: [1.4594965009196057, -1.1065463269147082] Predicted: 3.2411620249572484 Movie Vector: [2.106938112359492, 0.07014275690460758] User Vector: [1.7103322194406199, -0.15141148968923282] Predicted: 3.5929437186220037 Movie Vector: [1.2650342530604817, 0.23858553052723247] User Vector: [2.005523637201727, -0.8656618596727715] Predicted: 2.3305217023354086 Movie Vector: [1.639036336696882, -1.0970978559169755] User Vector: [1.6077740249784016, -0.517964890165201] Predicted: 3.2034582185775147 Movie Vector: [1.857214082468555, -0.493555506367563] User Vector: [1.595489859697484, -0.011425900089979197] Predicted: 2.9688055517705614 Movie Vector: [1.412449119311002, -0.6230996293473487] User Vector: [2.3301773773194823, -0.41339918036164974] Predicted: 3.548845860489165 Movie Vector: [2.123525032526129, -0.23416267794716816] User Vector: [1.7754693594201056, -0.3006692655149574] Predicted: 3.8406591496011155 Movie Vector: [2.1480666419014813, 0.05928600167102299] User Vector: [1.8483039338775322, -0.4592122816016986] Predicted: 3.9430551643632157 Movie Vector: [1.444755407668604, 0.15109865839294342] User Vector: [1.5358759716929047, -0.4698395384947878] Predicted: 2.1479729916850734 Movie Vector: [1.7746981511409308, -0.25525832680682337] User Vector: [1.6326228848765365, 0.16676241423842275] Predicted: 2.8548453204679958 Movie Vector: [2.2666451647524957, -0.33576328435274655] User Vector: [2.1263136213747744, -0.37185566895528843] Predicted: 4.944453969350116 Movie Vector: [1.8278466758505394, -0.4404893749507854] User Vector: [1.4033306587202445, -1.578529471409257] Predicted: 3.260398739863404 Movie Vector: [2.0542625302873194, -0.41786184645715013] User Vector: [1.3478961842970127, -0.4677828314144718] Predicted: 2.9644012237944093 Movie Vector: [1.4318781791235025, -1.4789119280677359] User Vector: [1.6605619600420296, -0.0043699314716843275] Predicted: 2.384185179445048 Movie Vector: [1.715839086361288, -0.3981166566548253] User Vector: [1.7481361403264852, 0.23812008348804295] Predicted: 2.9047207463323175 Movie Vector: [1.7341066268960574, 0.13127239844357608] User Vector: [1.6916455154059542, 0.011764122485289779] Predicted: 2.93503800319869 Movie Vector: [1.982869409246453, 1.3337056162746406] User Vector: [2.118825543450376, -0.23491638585316002] Predicted: 3.8880450504704416 Movie Vector: [2.0954598727035822, 0.04499017833646996] User Vector: [1.864141723841376, -0.08794837452402861] Predicted: 3.9022773662878474 Movie Vector: [1.960114839422109, -0.33138328343510015] User Vector: [1.6338678923289844, -0.33485414653399165] Predicted: 3.3135337679596595 Movie Vector: [2.5165904902476006, 0.021729116477402072] User Vector: [1.92516404590172, -0.5378971607784003] Predicted: 4.833161500023446 Movie Vector: [1.8219390509071933, -0.1318653426931609] User Vector: [1.8833821258069574, -0.32390759424828414] Predicted: 3.4741196287047678 Movie Vector: [2.1456733005901945, -0.2539886223511701] User Vector: [2.288417559751682, -1.124736222998307] Predicted: 5.195866662348748 Movie Vector: [1.563928882299535, -1.8252316021669954] User Vector: [1.7363933255564357, 0.24229512585568747] Predicted: 2.2733509521070188 Movie Vector: [0.40125093628594594, -0.7629023229437056] User Vector: [1.7160090709302207, -0.10906128160107663] Predicted: 0.7717533514626063 Movie Vector: [1.8414760318178998, -0.2231635319294283] User Vector: [1.8966841388235083, -0.025975120881997726] Predicted: 3.4984950812909847
avg loss: 1.0458970684330169: 32%|██████████████▏ | 22066/70000 [00:41<01:32, 518.60it/s]
Movie Vector: [1.5360625682623215, -0.9966892787700764] User Vector: [1.6983093008400336, -0.7129315829453879] Predicted: 3.319280611570377 Movie Vector: [1.7633497730492251, -0.42539639538297475] User Vector: [2.187824122612887, 0.2261946818519111] Predicted: 3.7616767677664527 Movie Vector: [1.5009606899158354, 0.596339991593262] User Vector: [1.940468095351956, -0.5377650202993002] Predicted: 2.591875543474704 Movie Vector: [2.0229706308741244, -0.8106890664432146] User Vector: [1.8343605103313279, -0.647252548360581] Predicted: 4.235578003018978 Movie Vector: [1.8589237369739247, -0.1379637387563495] User Vector: [2.5068197028706605, -0.3729039026636749] Predicted: 4.711433866588506 Movie Vector: [2.154586262620226, -0.4430249770954518] User Vector: [1.7579975215404664, -1.2454837362723044] Predicted: 4.339537713366289 Movie Vector: [2.020182983565758, -0.09009856939378558] User Vector: [1.571395085619837, -0.22454120121605062] Predicted: 3.1947364534275806 Movie Vector: [2.027272990539748, -0.23193232907394964] User Vector: [1.9649558365382893, -0.47370327285361374] Predicted: 4.093368998380401 Movie Vector: [1.9410230591570088, -0.5648649004149656] User Vector: [1.778433349999747, -0.8400003688717259] Predicted: 3.926466866234618 Movie Vector: [1.9506595415833532, -0.2481695517949091] User Vector: [2.092889857370515, 0.19690571870935056] Predicted: 4.033649565804864 Movie Vector: [2.001570591291168, -0.718315639782664] User Vector: [1.706450926253317, -0.40588492611325255] Predicted: 3.7071354798493936 Movie Vector: [1.7382472857612696, -0.6328372182706503] User Vector: [2.0086323311354954, 0.07044895383802108] Predicted: 3.446916977711676 Movie Vector: [1.1919742342135309, -0.11191524764467045] User Vector: [1.6829132863553078, -0.3431459177011356] Predicted: 2.044392536108925 Movie Vector: [2.000460418679396, -0.8620402392316047] User Vector: [1.0161360948917681, -1.38365772241149] Predicted: 3.2255086718646906 Movie Vector: [1.5695354359730869, 0.21298734459215318] User Vector: [1.8940715804070647, -0.14996461427492538] Predicted: 2.940871898741233 Movie Vector: [2.0070897947137993, -0.675744632542475] User Vector: [1.5280835164646052, -0.4706545065678149] Predicted: 3.385043087961613 Movie Vector: [1.5192947090346707, -0.36410320980738065] User Vector: [2.5817310384456515, 0.6787348286440379] Predicted: 3.6752807771437075 Movie Vector: [1.816141972128926, -0.5058803120025258] User Vector: [1.7955666615312613, -0.2844764798739925] Predicted: 3.4049150281583724 Movie Vector: [1.9277811989435514, -0.5844347185644924] User Vector: [1.8852882351888003, -0.38895367987629564] Predicted: 3.861741248819564 Movie Vector: [1.558785033241719, -0.045722199223564464] User Vector: [1.8270717791622357, -0.18902477164853543] Predicted: 2.8566547722839153 Movie Vector: [1.6750845283692035, -0.5310984962900447] User Vector: [2.0158607437392897, -0.5663333559820466] Predicted: 3.6775159369454795 Movie Vector: [1.7179865144445128, 0.06265770384025908] User Vector: [1.641097487232001, -0.44008697577510475] Predicted: 2.791808512561282 Movie Vector: [1.803517833102034, -0.628263114209836] User Vector: [1.9189123712111058, -0.8199964015449939] Predicted: 3.975966174514857 Movie Vector: [2.323423311372467, -0.45631661251959266] User Vector: [1.6385129396730618, -0.1367934122641932] Predicted: 3.869380266521213 Movie Vector: [1.9203621716959924, -0.05048810566201455] User Vector: [1.6179779990090826, -0.017277015362314133] Predicted: 3.1079760277105546 Movie Vector: [1.4269367158760062, -1.1161398818655428] User Vector: [1.9050383917605116, -0.4269754592563518] Predicted: 3.1949335650103237 Movie Vector: [1.9328828029190364, 0.20614768557043678] User Vector: [2.161222256257041, -0.7323347092370686] Predicted: 4.026420227032992 Movie Vector: [2.1344657335176165, -0.42602431351266845] User Vector: [2.1150355625516664, -0.32338677111299435] Predicted: 4.652241560600179 Movie Vector: [1.8119960141090272, -0.8491712560971697] User Vector: [1.8701618286938684, -0.06502789438455285] Predicted: 3.443945598088024 Movie Vector: [1.8515655065356231, -0.1544289184612822] User Vector: [1.9563917198211502, -0.00438855540791407] Predicted: 3.6230651455579985 Movie Vector: [2.006917414213309, 0.21214944237032188] User Vector: [1.987790478655378, -0.19862969498804955] Predicted: 3.947192148390985 Movie Vector: [2.169760221956685, -0.13430945361853228] User Vector: [1.774465516233018, -0.4612502000100322] Predicted: 3.9121149547010234 Movie Vector: [2.1969080318655925, -0.47300856617308856] User Vector: [2.091016795525768, -0.20761899234305628] Predicted: 4.691977154734904 Movie Vector: [2.3173985656775313, 0.6122404198688214] User Vector: [2.151035132201421, -0.01624256055311861] Predicted: 4.974861377992767 Movie Vector: [2.2290749586887655, 0.07917490512970882] User Vector: [2.001208052373115, -0.27302553462395884] Predicted: 4.439225985869386 Movie Vector:
avg loss: 1.0459895371060894: 32%|██████████████▏ | 22123/70000 [00:41<01:30, 529.30it/s]
[1.906584790247036, -0.6036883395346551] User Vector: [2.1466089071595733, -0.6756562252636643] Predicted: 4.5005776777249284 Movie Vector: [2.2160871183426467, -0.5436797178057658] User Vector: [1.389846164756175, -0.2510990764699996] Predicted: 3.2165376572305893 Movie Vector: [2.455393337964164, 0.23616344344249277] User Vector: [1.916901126481543, -1.1709934444531958] Predicted: 4.43020041140813 Movie Vector: [1.842378436709482, -0.3735340405422809] User Vector: [1.7290228208277851, -0.40150970190672697] Predicted: 3.3354919029418597 Movie Vector: [1.2589556837794227, -1.3516740852837057] User Vector: [1.9583202821745551, -0.4011732826531998] Predicted: 3.0076939797747047 Movie Vector: [1.795896070473133, -0.32678878121681704] User Vector: [1.9492684964923062, -1.129702528658838] Predicted: 3.8698577456255827 Movie Vector: [2.149105111653503, 0.09742487817935563] User Vector: [1.6761810922864666, -0.6815067352166005] Predicted: 3.5358936428329097 Movie Vector: [1.795081304016052, -0.5590135547458768] User Vector: [1.9305709662824226, 0.384753945163559] Predicted: 3.2504491770614 Movie Vector: [2.1549217838458197, -0.49959877295797506] User Vector: [1.7913456561340968, 0.09014380600101488] Predicted: 3.8151740419330795 Movie Vector: [2.144167220035741, -0.46777188216801574] User Vector: [1.8503342192451997, -0.5987779297287021] Predicted: 4.247517458205846 Movie Vector: [1.7090725177629498, -0.21908775456064422] User Vector: [1.4762586640885222, -0.17997884622371402] Predicted: 2.5624642731907086 Movie Vector: [2.261194952478221, -0.4490792941843163] User Vector: [2.21399423622575, -0.41620060184324237] Predicted: 5.193179664284391 Movie Vector: [1.7668424405032293, -0.6774494470515583] User Vector: [1.5758298106122925, -0.5838018352379015] Predicted: 3.1797392188695657 Movie Vector: [1.4909587685615424, -0.7525598982973515] User Vector: [1.6975563505511684, -1.7021019137089601] Predicted: 3.8119201690541384 Movie Vector: [1.7845204608339353, -0.5892020249513799] User Vector: [1.6554880912492393, -0.6282692577544761] Predicted: 3.3244298903848226 Movie Vector: [1.8485985231876498, -0.023728686972221105] User Vector: [2.0966074297555055, -0.5919347168670207] Predicted: 3.8898312319548096 Movie Vector: [1.2411446055367243, -0.6145663974458216] User Vector: [2.129933276680994, 0.03316989876357237] Predicted: 2.6231700913190035 Movie Vector: [2.415023970970946, -0.142220872846253] User Vector: [1.9340491568215772, 0.9517502836690839] Predicted: 4.5354163186851695 Movie Vector: [1.9384910955111674, -0.25862448382765457] User Vector: [1.8179698056221092, -0.6554818003172557] Predicted: 3.693641922372098 Movie Vector: [1.9780447451355552, -0.4306509218858149] User Vector: [2.0752590708800414, -0.4341719635306621] Predicted: 4.291931856300614 Movie Vector: [1.9915611147004653, -0.5146031130593625] User Vector: [1.6879077506859579, -0.37173954461547853] Predicted: 3.552869768374076 Movie Vector: [1.218956188794355, -0.1344149943958193] User Vector: [1.9033583741781392, -0.3113774748026253] Predicted: 2.361964271228584 Movie Vector: [1.5206336680336885, -0.49409149061882457] User Vector: [1.8893579983584783, -0.4832863729677739] Predicted: 3.111809067688053 Movie Vector: [1.7125351355002947, -0.4844055479467116] User Vector: [2.404888263851451, -0.44635776631693713] Predicted: 4.334673827170939 Movie Vector: [2.156311930174237, -0.23944183480333078] User Vector: [2.2730988688675495, -1.122922911907185] Predicted: 5.170384931774415 Movie Vector: [1.7053682157903054, -0.28644696503907713] User Vector: [2.159360856726598, -0.7325332330195469] Predicted: 3.892337292871976 Movie Vector: [2.0692338196832423, -0.21915125211996703] User Vector: [1.6669789713940701, -0.2693656636573636] Predicted: 3.508401086778031 Movie Vector: [1.638716910010955, -0.5956864195167106] User Vector: [1.507573834768356, -0.07566203231929777] Predicted: 2.5155575812506066 Movie Vector: [0.3794124034597216, -0.4299304257431271] User Vector: [1.3669258901948431, -0.14346495964110834] Predicted: 0.5803085885278673 Movie Vector: [1.5953305202918222, -0.39693356049057626] User Vector: [2.274234784607048, -0.42211433628527223] Predicted: 3.7957075086287517 Movie Vector: [1.3679062217311153, -0.36762904082270387] User Vector: [1.505175879018008, 0.14764573484933227] Predicted: 2.0046605898241103 Movie Vector: [1.8519557132826618, -0.6288491117181086] User Vector: [1.694410674147092, -0.3306024150347485] Predicted: 3.345872563660296 Movie Vector: [2.0553812658860076, -0.13246274075065115] User Vector: [2.0911689883188007, 0.038597158930639544] Predicted: 4.293036876935117 Movie Vector: [2.3390143159313608, -0.5301607601546451] User Vector: [1.509585674902448, -0.26912212869101787] Predicted: 3.6736204970429975 Movie Vector: [2.170047892714284, 0.04147118885460311] User Vector: [2.0089849438573086, -0.10911216608406679] Predicted: 4.35506853266627 Movie Vector: [0.8037816165083504, -0.12108688680976817] User Vector: [2.0648886520636176, -0.7554044125579699] Predicted: 1.7511891072644497 Movie Vector: [2.323383821838808, -0.3635174757988251] User Vector: [1.7823010419602219, 0.9409378498338162] Predicted: 3.7989220544816673 Movie Vector: [1.9129031917364816, -0.5435944126026011] User Vector: [2.0383754619676644, -0.400891489003328] Predicted: 4.117137300637417 Movie Vector: [2.3203853248437443, -0.3378922584919412] User Vector: [1.951653337914775, -0.27111069873484417] Predicted: 4.620193970776598 Movie Vector: [1.995263058395075, -0.33726568718537225] User Vector: [1.9797282383646386, -0.49390106486219115] Predicted: 4.116654501712857 Movie Vector: [1.887051989051871, -0.4322199973760161] User Vector: [2.260261179968728, -0.34069014779888956] Predicted: 4.412483450224388 Movie Vector: [1.8179080356174735, 0.10940651529236586] User Vector: [1.9723623702280517, -0.0809303386249392] Predicted: 3.5767190956567156 Movie Vector: [1.7959533614945091, -0.13521076194736462] User Vector: [1.9526436514135805, -0.3196532692300786] Predicted: 3.5500774916486977 Movie Vector: [2.0011088572524023, -0.3676758642794157] User Vector: [1.7187326312247722, -0.35596898971191854] Predicted: 3.5702522975416184 Movie Vector: [1.9334391089721428, -0.04768171099209326] User Vector: [1.5580702753107796, -0.4451191415030135] Predicted: 3.03365804707505 Movie Vector: [2.336446825028375, -0.3566210683770771] User Vector: [2.0722166256616057, -0.48542059983237457] Predicted: 5.0147351687225346 Movie Vector: [2.078394690702395, -0.33649332983907687] User Vector: [1.459159995167531, -0.6379136139824765] Predicted: 3.247364062960172 Movie Vector: [2.423602057815088, 0.10896083944352855] User Vector: [1.7622451970953978, -0.3944466062362711] Predicted: 4.228001852724007
avg loss: 1.0466284317550534: 32%|██████████████▎ | 22178/70000 [00:41<01:34, 507.75it/s]
Movie Vector: [2.0897180098582915, -0.5986252507955047] User Vector: [1.9285750794023522, 0.18709107199760844] Predicted: 3.918180636894812 Movie Vector: [1.7397475613895108, -0.1536663513051541] User Vector: [1.5364927425485417, -0.5082561908071441] Predicted: 2.7512113763110966 Movie Vector: [1.2979306757270705, -0.08031491855565404] User Vector: [2.122553357111236, -0.564621234344632] Predicted: 2.800274621513331 Movie Vector: [2.0940990973574567, -0.5043778812793478] User Vector: [1.6137677740550715, 0.16246050603686474] Predicted: 3.297448153166833 Movie Vector: [1.537495148332357, -0.4199055780486614] User Vector: [2.1411758219455184, 0.4185899137898332] Predicted: 3.1162791982525215 Movie Vector: [2.0805946987825426, -0.5342115922482901] User Vector: [1.6274222571115649, -0.3704957740044911] Predicted: 3.5839292581792437 Movie Vector: [2.0736491378451665, -0.8136142094630705] User Vector: [1.6657848892825589, -0.1946453304346451] Predicted: 3.612619606143546 Movie Vector: [1.562500862067072, -0.25748216265059465] User Vector: [1.992965151472529, -0.16856191263666623] Predicted: 3.157411453051669 Movie Vector: [1.5936742760989067, -0.027316802436204095] User Vector: [1.7889331790320666, -0.5033000350081087] Predicted: 2.8647253367056957 Movie Vector: [1.7588043204499526, -0.4329707390504373] User Vector: [1.7969343536511613, -0.4379155744148997] Predicted: 3.3500605346627212 Movie Vector: [2.07014355629997, 0.02805534036739789] User Vector: [2.0090506653064746, -0.23371640576220948] Predicted: 4.152466295751262 Movie Vector: [1.982210073468227, 0.18613933133136065] User Vector: [1.6297590243041842, -0.7047976680126731] Predicted: 3.099334188653722 Movie Vector: [1.9649325634242119, -0.2551294668624636] User Vector: [1.5772074766573305, -0.1286871664350311] Predicted: 3.131938218324732 Movie Vector: [2.314890089308001, -0.4087607715722634] User Vector: [1.912740317355077, 0.22612317378624108] Predicted: 4.335353321077876 Movie Vector: [2.361228846717346, -0.40328262757140865] User Vector: [2.0038561483130524, -0.45006273206223757] Predicted: 4.913065423226718 Movie Vector: [1.8525778678370384, -0.15656384897704312] User Vector: [2.0243901123782027, -0.33494835397391465] Predicted: 3.802781121566674 Movie Vector: [1.1807108152045849, -0.9805474630948425] User Vector: [1.810786839010228, 0.052636789594388056] Predicted: 2.0864027343472653 Movie Vector: [1.8721798000812648, -0.09236149398352736] User Vector: [1.9834558458903637, -0.1293690945297971] Predicted: 3.7253346918751054 Movie Vector: [2.0967688291700473, -0.8257560912960025] User Vector: [1.8908961857719717, -0.8611062453139084] Predicted: 4.675835908844195 Movie Vector: [1.4051243679180632, -0.5470014340581956] User Vector: [1.573072794372933, -0.4858014437644386] Predicted: 2.476097002289059 Movie Vector: [2.230964163577903, -0.49722080822175485] User Vector: [1.856594005780296, -0.22515296727105813] Predicted: 4.253945433569428 Movie Vector: [1.6464767628097716, -0.36568827956974737] User Vector: [1.8446113801443962, 0.02697104813801728] Predicted: 3.027246777630426 Movie Vector: [1.5343583179816929, -0.6724297366996513] User Vector: [2.505142388628499, 2.3391840716162866] Predicted: 2.2708491323517057 Movie Vector: [2.2960096037417403, -0.0709210231617873] User Vector: [1.6008363515279038, -0.44067865846824766] Predicted: 3.7067890184710874 Movie Vector: [1.7781866627757397, -0.5745399656175243] User Vector: [1.9788280441961104, -0.28755710125384654] Predicted: 3.683938683183585 Movie Vector: [2.104403359807205, 0.7907326311575111] User Vector: [2.030856381405384, -0.1661153389000049] Predicted: 4.14238817331137 Movie Vector: [2.2201376460001123, -0.3046843278539827] User Vector: [2.1445303489874092, -0.5328455785249719] Predicted: 4.923502257719553 Movie Vector: [1.6413578384465464, 1.048420407517816] User Vector: [1.4974718542088579, -0.4563707231605608] Predicted: 1.9794187862035972 Movie Vector: [2.1051423431255953, -0.4355195141533757] User Vector: [2.0862362810336026, 0.11718803187610372] Predicted: 4.340786658261435 Movie Vector: [1.726494015181613, 0.1672568145176582] User Vector: [2.1993706371950665, -0.4243368626556065] Predicted: 3.7262270103532593 Movie Vector: [1.6098769965756874, -0.22478367210902855] User Vector: [1.4993635001828358, -0.06090536402012448] Predicted: 2.4274813398251345 Movie Vector: [2.221497483381153, -0.3718991975827788] User Vector: [1.8931753804007951, -0.523703827008396] Predicted: 4.400449376194977 Movie Vector: [1.5509921328586207, -0.44836850663826916] User Vector: [1.5585306698489207, -0.4173692897884835] Predicted: 2.60440405293369 Movie Vector: [1.8603803549935216, 0.14524772227752816] User Vector: [2.1136438663097294, -0.3123052664234498] Predicted: 3.8868198977318915 Movie Vector: [1.8726911828311605, -0.43809705768384766] User Vector: [1.7570733006565677, 0.11548122072843867] Predicted: 3.239863694708731 Movie Vector: [2.2043711673756237, -0.23742157162951355] User Vector: [1.25069063908604, -0.08008761773226766] Predicted: 2.7760009121779174 Movie Vector: [1.377686093685893, -0.3782065186420485] User Vector: [1.9936427559028835, -0.7457146885835922] Predicted: 3.028648056854462 Movie Vector: [1.5308458106922063, -0.9939629977694141] User Vector: [1.9683919203350508, -0.6084099347971813] Predicted: 3.6180414877089997 Movie Vector: [1.8964839241974631, -0.2921974020956769] User Vector: [1.655302860383481, 0.3388567605562678] Predicted: 3.0402421992782513 Movie Vector: [2.1393495247761645, 0.10684571493704745] User Vector: [1.6481272456654006, -0.4356024742448552] Predicted: 3.4793779819958854 Movie Vector: [1.8262619145160863, -0.21815946324299573] User Vector: [1.63069120619774, -0.2271857614752607] Predicted: 3.027631967995125 Movie Vector: [1.8751432194767867, -0.6588703269037114] User Vector: [1.8975365498999568, -0.283726174594789] Predicted: 3.745091552660688 Movie Vector: [2.090950272101747, -0.5809727556915218] User Vector: [2.172197084791816, 0.4411838874506861] Predicted: 4.285640266645146 Movie Vector: [1.4963681307645094, -0.5554701357839902] User Vector: [1.5452340567460008, -0.2316945899862701] Predicted: 2.4409384224467625 Movie Vector: [2.0501880786553546, -0.8045434115722686] User Vector: [1.934807278409736, 0.1853057824627512] Predicted: 3.817632270284602 Movie Vector: [2.0855960076361324, -0.330500809198474] User Vector: [2.1531585709313594, -0.015681562959162166] Predicted: 4.495801688589463 Movie Vector: [1.7534191527953764, -0.48996470144662246] User Vector: [1.696368654877746, -0.08383614439233289] Predicted: 3.015522041121995 Movie Vector: [2.2184279621117913, 0.2731821701142519] User Vector: [1.1431767611176882, -0.3228420559762357] Predicted: 2.4478605990441364 Movie Vector: [2.0630493303290294, -0.8033116277499545] User Vector: [1.7637172705623567, -1.1808856466293385] Predicted: 4.5872549049037845 Movie Vector: [1.8392887749529228, 0.05491108406822787] User Vector: [1.9284418728470316, -0.15733556760691816] Predicted: 3.538322023296951 Movie Vector: [1.9434968953447476, -0.23449248711034057] User Vector: [1.8323954843144854, -0.4839478642869614] Predicted: 3.6747370731373246 Movie Vector: [1.5357028459452033, -0.6449662005633613] User Vector: [1.6650845898145645, -0.7991510399441155] Predicted: 3.0725005532267433 Movie Vector: [1.9869355461564915, -0.47179841379072285] User Vector: [1.1955693704526564, -0.43218815837536195] Predicted: 2.579424967628951 Movie Vector: [1.5290261700807586, -0.3188527358725285] User Vector: [2.147452405193835, -0.4074889734170163] Predicted: 3.4134399005561464 Movie Vector: [1.8456667711116137, -0.027007364098833697] User Vector: [1.5656415136822746, -0.26808886083558586] Predicted: 2.8968928907516913 Movie Vector: [2.0413420609404653, -0.6862944377632253] User Vector: [1.6044031033636663, -0.25203803570046546] Predicted: 3.4481078396056635 Movie Vector: [1.95731235951426, -0.10218119037262162] User Vector: [1.8331683799408967, -0.013853050234296298] Predicted: 3.5894986482922824 Movie Vector: [2.0357138705947513, 0.16300133922194607] User Vector: [1.6481948031048124, -0.8645505539959513] Predicted: 3.214330123996236 Movie Vector: [1.6513952198315562, -1.5654905791345608] User Vector: [2.028377205965497, -0.40841625491824884] Predicted: 3.989024221386648 Movie Vector: [1.7079296094108047, -0.39639942284519525] User Vector: [1.984981868294487, -0.9457281679045892] Predicted: 3.765095406929556 Movie Vector: [2.2715006211222897, -0.4519817782919937] User Vector: [1.6109301383750028, -0.13384237832244358] Predicted: 3.7197231260684425 Movie Vector: [1.946727535384792, -0.4978727702763488] User Vector: [1.9663375164617036, -0.3201529347995647] Predicted: 3.9873188157169075 Movie Vector:
avg loss: 1.0455912658141508: 32%|██████████████▎ | 22231/70000 [00:41<01:33, 510.10it/s]
[1.6454532758663665, -0.38082594387595936] User Vector: [1.808959895947146, 0.10334287942666068] Predicted: 2.9372033370965953 Movie Vector: [1.4120584384249313, -1.3186480670569736] User Vector: [1.9520589443380838, -0.2621274141680816] Predicted: 3.102075112670838 Movie Vector: [1.9103313819952779, 0.11370224396367751] User Vector: [2.1109925296979988, -0.6655191558298212] Predicted: 3.9570242552210226 Movie Vector: [1.2491441638819485, -1.2619178552875292] User Vector: [2.0735908215808654, -0.6899347568834319] Predicted: 3.460854861751576 Movie Vector: [1.585940260275656, -0.30004942001330653] User Vector: [1.8600553141088783, -0.3018570464747587] Predicted: 3.0405086407066326 Movie Vector: [1.6924464190006612, 0.4241177415263371] User Vector: [1.663915669773377, -0.3465039598304892] Predicted: 2.6691296399537987 Movie Vector: [1.4892353270484588, -0.447697969059316] User Vector: [1.7067003617594676, 0.15610770499051382] Predicted: 2.47178936893982 Movie Vector: [1.8939600384501094, -0.404362708461483] User Vector: [2.177726062176026, -0.14925935869407642] Predicted: 4.184881054997472 Movie Vector: [2.2246860597597276, -0.2883274063308626] User Vector: [2.0745672078456643, 0.10425017327011583] Predicted: 4.585202565260396 Movie Vector: [1.9072972960903316, -0.49090960068542355] User Vector: [2.005272073844219, -0.2217995385086106] Predicted: 3.933533527250004 Movie Vector: [1.8461876566838085, -0.717234347347437] User Vector: [1.4181332882555016, -0.9565668173019909] Predicted: 3.3042227492115366 Movie Vector: [1.8193657472329563, -0.6995983547773118] User Vector: [1.4742788880976891, -0.05740285343706537] Predicted: 2.7224114526977186 Movie Vector: [1.6083819959128571, 0.20258593631564803] User Vector: [2.0655514477183394, -0.3848358295853611] Predicted: 3.244233433277555 Movie Vector: [1.3734528159534352, -0.510639104868174] User Vector: [2.2653741053868313, -0.32963980613723737] Predicted: 3.279711419766375 Movie Vector: [1.9426428988437592, -0.3509253423859818] User Vector: [1.9935926349541249, -1.9928779519557644] Predicted: 4.572189953104401 Movie Vector: [1.3806801026834434, -0.5345579850486135] User Vector: [2.1522321630177057, -0.8627966249980682] Predicted: 3.4327589491996067 Movie Vector: [1.795796680313412, 1.278778276618051] User Vector: [2.0585404653139556, -0.18070635207036764] Predicted: 3.4656367764271483 Movie Vector: [1.9652013256194383, -0.3779412830735001] User Vector: [1.6994310697568404, -0.6427780809858858] Predicted: 3.582656563744331 Movie Vector: [1.8267329811654736, -0.49267562973106743] User Vector: [1.718415716643831, -0.1532036449590349] Predicted: 3.2145663672036764 Movie Vector: [1.854195771573692, -0.4101397694092741] User Vector: [1.3134414166785762, -0.6721359221459972] Predicted: 2.711047193135825 Movie Vector: [1.808957116252181, -0.4927309458523884] User Vector: [1.9862305372554263, -0.8434469712403071] Predicted: 4.008598288801164 Movie Vector: [1.8645910471221607, -0.11535893157656074] User Vector: [2.126917153477354, -0.22947385610946586] Predicted: 3.992302541209966 Movie Vector: [1.9986373831511899, -0.19306237553691616] User Vector: [1.7772776964227377, 0.10076293213345991] Predicted: 3.5326801132675647 Movie Vector: [1.247144562081931, 0.02867512599849839] User Vector: [1.8942052816630413, -0.16724242148145038] Predicted: 2.35755211898466 Movie Vector: [2.109379646236797, -0.11456845947607205] User Vector: [1.7544680998254591, -0.34929366605546275] Predicted: 3.7408573369682965 Movie Vector: [1.8340006685700305, -0.20569309183359324] User Vector: [1.7040571177782047, -0.27329258681562435] Predicted: 3.181456290444053 Movie Vector: [1.8674176431589926, -0.5913602779731892] User Vector: [2.0058903195616153, -0.22969601638986226] Predicted: 3.8816680730928335 Movie Vector: [2.165621444879596, -0.9055864553407419] User Vector: [1.947985243310895, -0.08614822795838518] Predicted: 4.296613285613792 Movie Vector: [1.8827860420882983, -0.6911463799253904] User Vector: [1.5264412800176879, -0.3299861386870523] Predicted: 3.1020310612638125 Movie Vector: [1.9051242555916703, 0.39000484012955394] User Vector: [1.426371535815995, -0.03898110130229851] Predicted: 2.702212192187118 Movie Vector: [2.0383732215210957, -0.6442066248742285] User Vector: [1.9837765893800963, -0.27578845542960906] Predicted: 4.221341827324424 Movie Vector: [1.2067841052401072, -1.2563922616073597] User Vector: [1.5757267390137857, -0.2430138462651718] Predicted: 2.2068826987546655 Movie Vector: [2.0171716918645033, 0.13346637424908123] User Vector: [1.9840000723642088, -0.16708457075917746] Predicted: 3.9797686107780166 Movie Vector: [1.4482725671659256, -0.40460912760171536] User Vector: [1.8985169284550263, -0.4801736577773724] Predicted: 2.943852630552156 Movie Vector: [1.5099370072269527, -1.0722683746988093] User Vector: [2.0526074984141065, -0.668736859208345] Predicted: 3.8163734082915166 Movie Vector: [2.347403876579841, -0.34164549596381877] User Vector: [1.9483031118114593, -0.16588708225303977] Predicted: 4.630128851909118 Movie Vector: [2.1458540602995946, -0.6153578156182917] User Vector: [1.7711758589119202, -0.23694017188119115] Predicted: 3.946487894951798 Movie Vector: [1.7347400038545182, -0.13903256431838054] User Vector: [1.9172387571816532, 0.11541965944577696] Predicted: 3.309863677797832 Movie Vector: [1.7418944037831863, 0.03744944480267666] User Vector: [1.8407058326765164, -0.665774433178571] Predicted: 3.1813823060639397 Movie Vector: [1.3666179919276356, 0.6818466248702314] User Vector: [1.5164922301059856, -0.020532169761076535] Predicted: 2.0584657756284512 Movie Vector: [2.079227796794785, -0.4369751856461393] User Vector: [1.4708808871749908, -0.370929744743492] Predicted: 3.220383520459378 Movie Vector: [1.9614942132404105, -0.23600731499536912] User Vector: [1.7330837759793534, -1.0497885506839015] Predicted: 3.647191574804129 Movie Vector: [2.2324495683944017, -0.31621114894072067] User Vector: [1.8057943925258015, -0.4044893369218484] Predicted: 4.159248950165584 Movie Vector: [2.170639538313352, 0.1128295383482378] User Vector: [1.8262578035361514, -0.6765746678496137] Predicted: 3.887809788077284 Movie Vector: [1.7378288719449695, 0.15519610296978747] User Vector: [2.119080139282776, -0.08439665390198775] Predicted: 3.6695006162214967 Movie Vector: [1.9198485319352798, -0.678511663786577] User Vector: [1.9616538556927872, 0.5190101516457918] Predicted: 3.413923833501669 Movie Vector: [2.129028345267514, -0.22856000509455557] User Vector: [1.4944855116067235, -0.4269262686833988] Predicted: 3.2793802859476138 Movie Vector: [1.9900180686181719, -0.11497138131165821] User Vector: [1.6351065784405723, 0.03363802968231334] Predicted: 3.2500242244759967 Movie Vector: [1.7303747316696445, -0.2971079255522736] User Vector: [1.7513618489783869, -0.11104953191900976] Predicted: 3.0635059855444364 Movie Vector: [2.2925785117049085, -0.12333403223761574] User Vector: [1.7548922841512935, 0.4758810660612803] Predicted: 3.9645360102591267 Movie Vector: [2.1837556057577427, 0.2621583325014882] User Vector: [1.7913711292634347, 0.7803061507048152] Predicted: 4.116480504831032 Movie Vector: [1.956961127101368, -0.35173405241699984] User Vector: [1.4097551119158327, -0.20507991799266428] Predicted: 2.830969543376629 Movie Vector: [2.102015604850211, -0.41494518244126644] User Vector: [1.6106138123209326, -0.27933504799703185] Predicted: 3.5014440993392575 Movie Vector: [1.9739268253877817, -0.3072477780137709] User Vector: [2.025710740546299, -0.4180233498785548] Predicted: 4.127041516648548 Movie Vector: [0.4157631319858723, 0.19427329845256516] User Vector: [0.9306278242684274, -0.20851058066761846] Predicted: 0.3464127006624814 Movie Vector: [1.5818008009357931, -0.5097376740476821] User Vector: [1.9354081019330898, -0.7751923614510485] Predicted: 3.4565748370409723 Movie Vector: [1.9503807772727932, -0.21548681484755516] User Vector: [1.9357604364817462, -0.3299317298933423] Predicted: 3.84656588231105 Movie Vector: [1.5936834698924232, 0.11379881181681066] User Vector: [1.7090645967000364, -0.44402170105400324] Predicted: 2.673178854738384 Movie Vector: [1.0906779368916615, -0.7297702439704619] User Vector: [2.184134835815256, -0.11002927138570157] Predicted: 2.4624837648432267 Movie Vector: [2.281326922647432, -0.4494749486991179] User Vector: [2.1714121735343053, -0.5928949136468513] Predicted: 5.220192462543575 Movie Vector: [1.9181065695929773, -0.4469173241952412] User Vector: [1.5356997895229991, 0.11383788274903188] Predicted: 2.894759733256368
avg loss: 1.046895366790197: 32%|██████████████▋ | 22284/70000 [00:41<01:34, 504.99it/s]
Movie Vector: [1.8365756231030923, -0.23368165699451907] User Vector: [2.124110224270022, -0.29268197848796956] Predicted: 3.969483468383868 Movie Vector: [1.6363200927463069, -0.6180903122734578] User Vector: [1.9167649563538154, -1.0556957291657723] Predicted: 3.7889563140595737 Movie Vector: [1.6515809896964426, -0.2085806788685235] User Vector: [2.044741968070637, -0.5807384188123595] Predicted: 3.49818777694087 Movie Vector: [1.756802222512955, -0.12880161014924973] User Vector: [1.9509041334870145, -0.07752427751105063] Predicted: 3.437337969388778 Movie Vector: [1.830594184813587, -0.6246811889066778] User Vector: [2.181344302796303, -0.19104746998017827] Predicted: 4.112499956459991 Movie Vector: [1.9427139315591162, -0.12378763765607717] User Vector: [1.91434132560559, -0.0008813627773223689] Predicted: 3.7191266648294485 Movie Vector: [1.9684036218751897, 0.7306176698984473] User Vector: [2.6577765935820725, 2.2722924094501114] Predicted: 6.891754058462425 Movie Vector: [1.892534897165538, -0.12376453522782943] User Vector: [1.5107760106474524, -0.6953719791869424] Predicted: 2.9452587117653657 Movie Vector: [2.1198445986527923, -0.15402509813774046] User Vector: [1.8637550977908157, 0.23745482044160557] Predicted: 3.9142971752416695 Movie Vector: [1.985124435548987, -0.8412493044294825] User Vector: [2.191487713696809, -0.02175551623366185] Predicted: 4.368677623563991 Movie Vector: [1.4464738058284972, -0.369304683449128] User Vector: [1.6927025422954054, -0.03756625442889014] Predicted: 2.4623232821898386 Movie Vector: [1.7421393134568737, -0.6169340948975115] User Vector: [1.9339660576548279, -0.502061291514472] Predicted: 3.6789770283952348 Movie Vector: [1.7987401344737204, 0.6764813760555145] User Vector: [1.934498624200679, -0.27323406983471366] Predicted: 3.2948225558869204 Movie Vector: [2.096838940392067, 0.15290773800965807] User Vector: [1.8392047454774147, -0.4219413365180542] Predicted: 3.7919980343311757 Movie Vector: [1.8070130046438337, -0.22269156019808817] User Vector: [2.1807790168737777, -0.8738491118464847] Predicted: 4.135294865840118 Movie Vector: [2.1669899114519895, -0.49899148259500076] User Vector: [1.4531314131173003, -0.2666250482088618] Predicted: 3.2819647403418664 Movie Vector: [1.9637792490363943, -0.4662176353430413] User Vector: [1.7918935583298092, -1.0945060843619518] Predicted: 4.029161424849866 Movie Vector: [1.8079005372186818, -0.4850444820124208] User Vector: [1.6810903951062108, 0.1638066427272808] Predicted: 2.959790720253837 Movie Vector: [2.004661752737608, -0.1327610248834372] User Vector: [1.7944966805914022, -0.18223075953724055] Predicted: 3.621552003397631 Movie Vector: [1.713085691170279, -0.14033617524643277] User Vector: [2.094657849821616, -0.762425418120662] Predicted: 3.695324257516629 Movie Vector: [1.5989416571005215, 0.07436160110111137] User Vector: [1.6597593380611322, -0.36477048187026867] Predicted: 2.626733429321234 Movie Vector: [1.1213292493271079, 0.0064127956279850604] User Vector: [1.6663744284110213, -0.1665843547112453] Predicted: 1.867486115486436 Movie Vector: [2.0205856563590094, -0.23032017472972655] User Vector: [2.0979634788176336, 0.42165697409783076] Predicted: 4.141998804913738 Movie Vector: [1.6210141598869166, 0.2128063206633187] User Vector: [1.9432289225614934, -0.1990414843418295] Predicted: 3.107644313431827 Movie Vector: [0.9270015844017787, -0.157589361356639] User Vector: [1.455083319380067, 0.16110826565699626] Predicted: 1.3234755938077596 Movie Vector: [1.3103755711773393, -0.17078300404289865] User Vector: [1.177295100589505, -0.11629880422320504] Predicted: 1.5625605990310913 Movie Vector: [2.183389531054793, -0.11222373472528621] User Vector: [1.7167551733013393, -0.4373276194896425] Predicted: 3.7974238115279477 Movie Vector: [1.6037369564272637, 0.21008904092403274] User Vector: [2.3808733476032917, -0.46605100529491816] Predicted: 3.720382367400003 Movie Vector: [1.5637252584216923, -0.7326573442729922] User Vector: [1.8632242509982762, -0.0219202069889997] Predicted: 2.9296308240283184 Movie Vector: [1.78541380751266, -0.07445940753212223] User Vector: [1.6689524760951204, 0.10229359391301801] Predicted: 2.9721540745055757 Movie Vector: [1.643166937924264, -0.37859704708424874] User Vector: [1.5330002379942982, -0.721956111159794] Predicted: 2.7923057587117848 Movie Vector: [2.133836912398181, -0.23590895722298796] User Vector: [1.713882505347391, -0.4892100800185402] Predicted: 3.772554793263884 Movie Vector: [1.9052008312870652, -0.08799689091474633] User Vector: [1.8955863693842248, -0.16532992555880005] Predicted: 3.6260212461515957 Movie Vector: [1.6364188714573717, -0.7335125601943536] User Vector: [1.5633930870284587, 0.002868071699964732] Predicted: 2.556262184503905 Movie Vector: [1.4860529340014978, -0.5486490865393656] User Vector: [0.940532656238152, -0.20388235793852327] Predicted: 1.5095411827713907 Movie Vector: [1.241011140234534, -0.9787946253490096] User Vector: [2.1824340074891264, -0.017933935601614853] Predicted: 2.7259785558989202 Movie Vector: [1.8029547446013905, -0.5839785827432821] User Vector: [1.6314644800774911, -0.06569971958030311] Predicted: 2.9798238541314896 Movie Vector: [1.811187832239981, -0.4701826061628095] User Vector: [1.0752652861986565, -1.5253273933416172] Predicted: 2.6646898118459337 Movie Vector: [1.9360248901050794, -0.020486724619328236] User Vector: [2.031104035285055, -0.2747574608998679] Predicted: 3.937896847143293 Movie Vector: [2.15809735860027, 0.29022000427815114] User Vector: [1.5035152555215765, -0.18347289656504248] Predicted: 3.191484796730293 Movie Vector: [1.7556252736585862, 0.21048943240937967] User Vector: [1.8782921761619549, -0.35624093137588764] Predicted: 3.222592264338814 Movie Vector: [2.208926912677173, -0.21633025082421917] User Vector: [1.6129726455987856, 0.09583336797504688] Predicted: 3.542207029743886 Movie Vector: [2.4253347852035274, 0.25452556329635434] User Vector: [1.6804171804354695, -0.018918599452944815] Predicted: 4.0707589741812376 Movie Vector: [1.9218651035491916, -0.17924900524692527] User Vector: [1.5849163712724965, -0.10460527023952569] Predicted: 3.0647458566264465 Movie Vector: [1.3822563727522854, -1.1346171669623812] User Vector: [1.742734549859554, -0.15588397811385077] Predicted: 2.585774575181317 Movie Vector: [1.996459630816565, 0.1230037303955281] User Vector: [2.1309027908931566, -0.3725354730348616] Predicted: 4.208438146324588 Movie Vector: [1.5479325097293204, -0.42660845405634057] User Vector: [1.530213456253958, 0.017740593851968852] Predicted: 2.361098868443537 Movie Vector: [2.235482362173267, -0.7185581815281746] User Vector: [2.0127815908325504, 0.6604349113129985] Predicted: 4.024976836322426 Movie Vector: [2.0037131393609346, -0.3261562430044256] User Vector: [1.8627994428818104, -0.33460826156582973] Predicted: 3.8416502931670657 Movie Vector: [0.6599577261652817, -0.6269103711224101] User Vector: [1.8923516469310286, -0.15841302398913618] Predicted: 1.34818285767338 Movie Vector: [1.7920576936016608, 0.15534286049302992] User Vector: [1.9484355013093455, 0.17995773802747658] Predicted: 3.519663980401065 Movie Vector: [1.578201395163964, -1.014378695268938] User Vector: [1.7293260429702717, -0.6485273873731949] Predicted: 3.3870771387588543 Movie Vector: [1.9251394368309886, -0.3968933342730804] User Vector: [1.0266154922324098, -1.643193322147867] Predicted: 2.6285504470407965 Movie Vector: [1.2313859842061008, -0.3420730132237483] User Vector: [1.7437183490359844, -0.13543046708825512] Predicted: 2.193517443365092 Movie Vector: [1.8066607212915304, -0.3789005335975891] User Vector: [2.1156517048662615, -0.3966695151835911] Predicted: 3.9725631260802956 Movie Vector: [1.8012999996322003, 0.02081774707994262] User Vector: [1.8778668239454084, -0.005807636408121566] Predicted: 3.382480607376309
avg loss: 1.0468140244884903: 32%|██████████████▎ | 22340/70000 [00:41<01:31, 518.32it/s]
Movie Vector: [1.405655384668197, -0.5657814798486123] User Vector: [1.9413417041335308, -0.7416631002343863] Predicted: 3.148476666295952 Movie Vector: [2.0613667608048143, 0.3554679828336732] User Vector: [1.8839001624673466, -0.1419946910561406] Predicted: 3.8329346091821606 Movie Vector: [2.0990885465471916, -0.4865327300501421] User Vector: [1.7023283875208293, -0.45678486865917606] Predicted: 3.7955788099014662 Movie Vector: [2.0107748187524868, -0.2871032178923859] User Vector: [2.2763777031565966, 0.3240673783755344] Predicted: 4.4842421763313425 Movie Vector: [1.496268331115984, -0.4376294234791772] User Vector: [1.6178421306192479, 0.18077561920286705] Predicted: 2.3416132147799478 Movie Vector: [1.6667455905050184, -0.07433475116070436] User Vector: [2.1014761136914957, -0.760916185574174] Predicted: 3.5591885613557315 Movie Vector: [1.659997490373469, -0.12101283148734185] User Vector: [2.216599364950896, -0.42266780264306486] Predicted: 3.730697610558283 Movie Vector: [2.0452549868132004, -0.42522213490267946] User Vector: [1.9688217045169636, 0.21622038350128706] Predicted: 3.9348007162274916 Movie Vector: [2.0845323757192933, 0.07507113029551546] User Vector: [1.8512796608666267, -0.3545518714371957] Predicted: 3.8324357798499364 Movie Vector: [1.387386585327637, -0.23250166434105238] User Vector: [1.9399925973393952, -0.3513570156074574] Predicted: 2.7732107960902357 Movie Vector: [1.7227713983550172, 0.2440044901602229] User Vector: [1.8551022898235259, -0.42078204025593047] Predicted: 3.0932444587296435 Movie Vector: [1.4694674087819197, 0.04607858981799619] User Vector: [1.6280109064060833, -0.4412607724881189] Predicted: 2.3719762939669993 Movie Vector: [2.2628702191877825, -0.3833440221352468] User Vector: [1.421812262815334, -0.20724700781767602] Predicted: 3.296823528353135 Movie Vector: [1.9432514888590482, -0.3642215770006199] User Vector: [2.017759658876373, -0.3389913717128756] Predicted: 4.044482433266103 Movie Vector: [1.9405196338759132, -0.16292390828698358] User Vector: [1.8943507464429956, -0.5617452823578611] Predicted: 3.767546553783643 Movie Vector: [2.0463499679163464, -0.033027766538683744] User Vector: [1.8404437966566811, -0.20394370743338208] Predicted: 3.7729279093963815 Movie Vector: [2.0773938646320897, 0.2565016724067524] User Vector: [1.8931979542170818, 0.0075962829020304] Predicted: 3.9348662738930353 Movie Vector: [1.479647925762855, -0.3700409187880427] User Vector: [2.098490152724341, 0.050894261859402185] Predicted: 3.0861936422928555 Movie Vector: [1.8807327195361774, -0.5232102452405075] User Vector: [1.8517186305063622, 0.6886456420323237] Predicted: 3.122281360516498 Movie Vector: [1.4247004754142818, -0.7341483551285368] User Vector: [1.7300990014204929, -0.22248888225250993] Predicted: 2.6282127167776173 Movie Vector: [1.0600730151076339, -0.7529152297665076] User Vector: [2.000410126082697, -0.07924235047058491] Predicted: 2.1802435663201254 Movie Vector: [1.813293347931549, -0.49147743259028986] User Vector: [2.059435186212322, -1.173921230510062] Predicted: 4.311315916089294 Movie Vector: [1.5001460178960415, -0.9039701972308068] User Vector: [1.8518959937389068, -0.3216287421685901] Predicted: 3.06885719805829 Movie Vector: [1.6677016932788624, -0.04814374113627935] User Vector: [2.27202443542639, -0.19600109079615538] Predicted: 3.7984952239092604 Movie Vector: [2.021576505129054, -0.37526572733503716] User Vector: [1.5653408156438555, -0.5977541461395719] Predicted: 3.3887728598437694 Movie Vector: [2.096325409030823, -0.33857042831816847] User Vector: [2.3450611794081864, -0.1981095386737749] Predicted: 4.983085367487866 Movie Vector: [1.0395196354928686, -0.9390399222703665] User Vector: [1.7077776330570595, -1.7072610954954044] Predicted: 3.3784547090275736 Movie Vector: [2.3736705159954092, -0.34388195298471325] User Vector: [1.7807267104395266, -0.17120134517912505] Predicted: 4.285731542549606 Movie Vector: [1.7718465586867973, 0.200072942738256] User Vector: [1.8093663020177835, -0.2869587800343116] Predicted: 3.1485067680680214 Movie Vector: [2.301948753702021, -0.5235528788173147] User Vector: [1.948401824746593, -0.2655746086580514] Predicted: 4.624163503089868 Movie Vector: [1.7122853864195575, 0.5108987041912905] User Vector: [1.7333475370872728, -0.5038359119764801] Predicted: 2.7105765427870487 Movie Vector: [1.970595324257946, -0.29282321041702025] User Vector: [2.0127799254805336, -0.5708788721418232] Predicted: 4.133541294012012 Movie Vector: [1.340115030294458, -0.28300597799683547] User Vector: [1.4426701336977832, -1.412356441890479] Predicted: 2.3330492460426604 Movie Vector: [1.877109157842352, -0.6899191508556476] User Vector: [1.67952744849419, -0.4689505449326931] Predicted: 3.4761943161693 Movie Vector: [2.000996982118329, -0.3397619014771684] User Vector: [1.5046065131723578, -0.14499337563860426] Predicted: 3.0599763171420356 Movie Vector: [2.1577848113365534, -0.01236903077516385] User Vector: [2.153935102923146, -0.08894261415730181] Predicted: 4.648828583623936
avg loss: 1.0470596170981008: 32%|██████████████▍ | 22393/70000 [00:42<01:32, 517.06it/s]
Movie Vector: [1.6167743467310192, -0.7381943247640683] User Vector: [2.015892127147267, -0.611943943651748] Predicted: 3.7109762232261905 Movie Vector: [1.7332102167986856, 0.4128846664093758] User Vector: [2.093841456629354, 0.05205684097312517] Predicted: 3.650560876406153 Movie Vector: [2.045956283052216, -0.5263258781441497] User Vector: [1.9832830683338267, -0.10206853761125753] Predicted: 4.111431767417805 Movie Vector: [1.698901843868895, -0.9563312297665911] User Vector: [1.9226636746445822, -0.4597119519785541] Predicted: 3.7060537583674766 Movie Vector: [1.6280029668864848, 0.20533901985281472] User Vector: [1.7484438852756106, -0.8837113672254612] Predicted: 2.6650114066843598 Movie Vector: [2.0379008061669057, -0.5259113075976791] User Vector: [2.1606778575211596, -0.10552406118851083] Predicted: 4.458743444712021 Movie Vector: [2.0285196090536957, -0.43876403114573936] User Vector: [2.051600083186026, -0.8612525885802349] Predicted: 4.539597656279214 Movie Vector: [2.4731904613066615, 0.09786137524968902] User Vector: [1.7820995266396056, 0.7791931012971476] Predicted: 4.4837244588621985 Movie Vector: [1.2211360388736296, 0.37356021276162277] User Vector: [1.8441431261033085, -0.622175198469688] Predicted: 2.019529732610485 Movie Vector: [1.8537815027046995, -0.3848714250390286] User Vector: [2.1118212536348127, -0.6646412938008215] Predicted: 4.170656618891771 Movie Vector: [1.6704974551422522, -0.09966095206553974] User Vector: [1.9745025619982475, -0.11454338915827895] Predicted: 3.3098170082062572 Movie Vector: [2.293959694457683, -0.3296484873196655] User Vector: [1.8656933276756842, 1.8636615391580453] Predicted: 3.665472088647361 Movie Vector: [2.3314044095114075, -0.25052844276499775] User Vector: [1.9478497991033925, -0.25564108187095563] Predicted: 4.605270972843448 Movie Vector: [1.8646114698624796, -0.6782995028722522] User Vector: [2.090384359156154, 1.0612923382220345] Predicted: 3.1778805870855575 Movie Vector: [1.3217536753790193, -1.2790566513348434] User Vector: [1.6832831093038736, -0.9502394588874443] Predicted: 3.4402957366766262 Movie Vector: [1.6626310611474213, 0.06611861403023964] User Vector: [2.2386595843784693, 1.4110358081213963] Predicted: 3.8153606923030456 Movie Vector: [2.050477019639183, 0.13033484979106047] User Vector: [1.9484570433711879, 0.043140424699171426] Predicted: 4.000889091959817 Movie Vector: [1.9799737831736115, -0.44233125037166593] User Vector: [1.9417231427615977, -0.5318311708390728] Predicted: 4.079806463633309 Movie Vector: [1.7851363654859929, -0.43322706004165906] User Vector: [1.5513398001830279, -0.12198512995782601] Predicted: 2.8222003517529255 Movie Vector: [2.179703907675795, 0.6085565613040299] User Vector: [1.5662616253317831, 0.007805759106142802] Predicted: 3.4187368310983315 Movie Vector: [2.0656359871305265, -0.07148083472621261] User Vector: [1.5816684376919374, -1.400600610711028] Predicted: 3.3672673453766504 Movie Vector: [2.2375745570497334, -0.5046348016496843] User Vector: [2.126310593542249, -0.44528666927845734] Predicted: 4.982485634524036 Movie Vector: [2.1814266792191823, 0.04168872309130068] User Vector: [2.1476749736068603, 0.10948008441156676] Predicted: 4.689559570640404 Movie Vector: [1.7405725199460083, 0.17795733167071628] User Vector: [1.7878027375910794, -0.3020292762595516] Predicted: 3.05805199204569 Movie Vector: [1.6280615241430483, -0.909551954166913] User Vector: [1.863713690515531, -1.2164945884022738] Predicted: 4.140705581661743 Movie Vector: [1.3306211199566131, -0.358254671200029] User Vector: [2.1150610974760338, -0.3664911190024795] Predicted: 2.9456421216361877 Movie Vector: [1.5112082740473882, -0.7452731655632012] User Vector: [1.8325466745219978, -0.2956145902956388] Predicted: 2.9896733186119686 Movie Vector: [1.9493628654810058, 0.5648725228945036] User Vector: [1.6857544816555292, -0.5234790106838613] Predicted: 2.9904482774101586 Movie Vector: [2.1021141727970507, -0.1037830340396915] User Vector: [1.9317069097075372, -0.3145034839892906] Predicted: 4.093308598370668 Movie Vector: [2.0823573199230436, -0.00982605960536314] User Vector: [2.126153097983595, -0.29294190903937894] Predicted: 4.430288931522325 Movie Vector: [2.1293355099293265, -0.24595874822188948] User Vector: [1.5803807956232026, -0.1041822450116589] Predicted: 3.3907854819008603 Movie Vector: [2.1087369558866387, -0.30327960788607167] User Vector: [2.0599049620743437, -0.45430175440828896] Predicted: 4.481578177079334 Movie Vector: [2.255777236566037, -0.5508504049534523] User Vector: [1.88778425834158, -0.6088248508219974] Predicted: 4.5937921731356575 Movie Vector: [2.1223385475691567, -0.19668787321710124] User Vector: [1.632543458868094, 0.007290078851329445] Predicted: 3.463376043232785 Movie Vector: [1.8985970026281094, -0.12199017187399522] User Vector: [1.638572205555218, 0.25381631085348316] Predicted: 3.0800251826714273 Movie Vector: [2.1672437477542097, -1.2083037414441957] User Vector: [1.9577876620521684, -1.1312527117546551] Predicted: 5.609899954144935 Movie Vector: [2.189893799452153, -0.3080866726571034] User Vector: [1.622542242889483, -0.3789283750195749] Predicted: 3.6699379792880116 Movie Vector: [2.0341637848964345, -0.3108529466309425] User Vector: [1.9990539773792002, -0.916572801816649] Predicted: 4.351322561084429 Movie Vector: [1.67645173570145, 0.13087145203032788] User Vector: [2.1306036886885837, 0.00725305184140995] Predicted: 3.572803469420024 Movie Vector: [0.7249274949695291, -0.564330478892874] User Vector: [1.855437260271344, -0.486727968214323] Predicted: 1.6197329125545763 Movie Vector: [1.6168363345097303, -1.0288674704638088] User Vector: [2.0258060066862607, -0.9764485362063484] Predicted: 4.2800328937631225 Movie Vector: [1.9543916686033902, -0.2803431178132424] User Vector: [1.8627639555950015, -0.6825706160977105] Predicted: 3.8319243300341044 Movie Vector: [2.0905106707312857, 0.021069090835499505] User Vector: [1.5327664007242645, -0.44136395071736717] Predicted: 3.194965379283282 Movie Vector: [2.0291461529197226, -0.901101185795952] User Vector: [1.8752171468253516, -0.15885140008613616] Predicted: 3.948230844352725 Movie Vector: [2.0883611050581474, 0.17691175797656217] User Vector: [1.805863161998872, 0.08677805594418085] Predicted: 3.7866464470066385 Movie Vector: [1.8139573967190836, -0.6949042494171016] User Vector: [2.0641773430793573, -0.28201044795548474] Predicted: 3.9403000182830326 Movie Vector: [0.9338897308570657, -0.9087012492209613] User Vector: [2.099752658182186, -0.4600326700718163] Predicted: 2.378969706792884 Movie Vector: [2.113507764758994, -0.41037136762400334] User Vector: [1.7306104595126064, -1.2964843231416168] Predicted: 4.1896986887437295 Movie Vector: [1.8684775528503013, 0.0443955811529713] User Vector: [1.6085808687693048, -0.5150877905629446] Predicted: 2.9827296234330407 Movie Vector: [1.5413139259877087, -0.6484965272769401] User Vector: [1.998923224311877, -0.5004115161935488] Predicted: 3.405483333073053 Movie Vector: [2.1561464048951984, -0.299119604002616] User Vector: [1.6843269537500747, -0.341389004600792] Predicted: 3.733771649863341 Movie Vector: [1.7937518280153923, 0.4872186757961254] User Vector: [1.8087640111907193, 0.3052073506016002] Predicted: 3.3931764727251617 Movie Vector: [2.157511648746369, 0.2322352999963236] User Vector: [1.9900144915300333, -0.3414711098702871] Predicted: 4.214177801009325 Movie Vector: [1.0968909983442223, -0.3958016388941551] User Vector: [1.8503208999749066, -0.336329611492398] Predicted: 2.162720150667981 Movie Vector: [1.948092556348408, -0.248411061911088] User Vector: [1.6662398313950608, -0.521469115323883] Predicted: 3.375528109323386 Movie Vector: [2.223406686871224, 0.08567137445799014] User Vector: [2.0934933400712423, -0.29278779681047706] Predicted: 4.629603558257493 Movie Vector: [1.535093627419092, -0.4332911343178963] User Vector: [1.9080314075511504, -0.17330762126370364] Predicted: 3.004099510450538 Movie Vector: [1.6976758477154026, -0.13974945580634207] User Vector: [1.9041308089155096, -0.080902924426854] Predicted: 3.2439030248484473 Movie Vector:
avg loss: 1.046292187249504: 32%|██████████████▋ | 22393/70000 [00:42<01:32, 517.06it/s]
[1.9267959186941939, -0.6920017136101569] User Vector: [1.8905126413827495, -0.7403232687632924] Predicted: 4.154937012265733 Movie Vector: [2.1570208327098532, -0.770292391304331] User Vector: [1.9092104180245453, -0.2947965002914442] Predicted: 4.345286146863276 Movie Vector: [2.148045645847524, -0.23996469360283174] User Vector: [1.5649509983057899, -0.36917971088161977] Predicted: 3.450176274081578 Movie Vector: [2.100228318734676, -0.23308141305322724] User Vector: [1.8917053449531183, 0.8131484781176744] Predicted: 3.783483339870539 Movie Vector: [1.5831938142881767, -0.29960371602386354] User Vector: [1.8038333985978179, -0.3195550830653064] Predicted: 2.951557769027165 Movie Vector: [1.7942288785889475, 0.6066709756476835] User Vector: [1.8916825690426804, -0.33266653629637777] Predicted: 3.192292362359449 Movie Vector: [2.0947647958598568, -0.1968110030628005] User Vector: [2.19540464987953, -0.23371105569459877] Predicted: 4.644853280532794 Movie Vector: [1.732616152593165, -0.22195808910006642] User Vector: [1.8448209588553903, -0.5985846787579909] Predicted: 3.3292273034169604 Movie Vector: [2.014836751675042, -0.2592012384424781] User Vector: [1.7233118674304435, -0.3060640111446499] Predicted: 3.551524255827971 Movie Vector: [1.965646854109594, -0.352997582634055] User Vector: [2.3972187352307683, -0.46390976461550015] Predicted: 4.875844490988544 Movie Vector: [2.015771051818404, -0.923626399780092] User Vector: [1.6948335316708647, -0.6986868498657559] Predicted: 4.061721990508482 Movie Vector: [1.942769681447445, -0.27586131657188295] User Vector: [1.8548806341234694, -0.5044304250940377] Predicted: 3.7427586998644435 Movie Vector: [1.5744384056966676, -1.1015277102591647] User Vector: [1.8073127626356924, -0.4858768428361081] Predicted: 3.38070943075659 Movie Vector: [2.0977712291929076, -0.33869257044726553] User Vector: [2.029849022124812, -0.31165268509737726] Predicted: 4.363713327221212 Movie Vector: [2.0316052804811413, -0.4418565024926185] User Vector: [2.222521585290898, -0.23625879340188147] Predicted: 4.6196790727959876 Movie Vector: [1.9038785069189255, -0.9098968541863741] User Vector: [1.9543513303043327, -0.5092802146132833] Predicted: 4.184239957910816 Movie Vector: [2.161427969667127, -0.48868837295036827] User Vector: [2.051617056269608, 0.20473886023579776] Predicted: 4.334368987978921 Movie Vector: [2.378131553824728, -0.20514220560956395] User Vector: [1.9048856395698244, -0.2541719184119318] Predicted: 4.5822100338356355 Movie Vector: [2.1364233746859496, -0.49118367891473397] User Vector: [1.7437234068672913, 0.13115981600702914] Predicted: 3.6609078844661878 Movie Vector: [1.8184491794135498, -0.6955179222945954] User Vector: [1.7602429157996635, -0.41486730280610695] Predicted: 3.489459930280079 Movie Vector: [0.8216259813427053, 0.06374359817285762] User Vector: [1.5079131617368815, -0.3353147875589621] Predicted: 1.217566460212071 Movie Vector: [1.2168508624337107, -0.21197935009329022] User Vector: [1.8948528884847604, 0.1403945797592334] Predicted: 2.2759926197637053 Movie Vector: [2.203682139737095, -0.03460976970456732] User Vector: [1.970181142448718, -0.3303670809658602] Predicted: 4.353086924251263 Movie Vector: [1.865833679250973, 0.22624721552310395] User Vector: [1.8730969079467945, -0.5070170236640712] Predicted: 3.380176105521181 Movie Vector: [1.4040128068856879, -1.1646807143174123] User Vector: [1.8538617598876665, -0.8453413915577879] Predicted: 3.587398468839523 Movie Vector: [1.1188678313779463, -0.6536245078802578] User Vector: [1.8007747637483027, -0.43973548725347195] Predicted: 2.302250846168733 Movie Vector: [2.0372427980051087, -0.672976227381947] User Vector: [2.011819238325437, -0.2575083628728557] Predicted: 4.271861260732096 Movie Vector: [2.175714359180763, -0.20667262384652507] User Vector: [1.2502203200977757, -0.9671531086084317] Predicted: 2.9200063731937282 Movie Vector: [2.1644292391389692, -0.24827220552598817] User Vector: [1.479811396983606, -0.2170724150301177] Predicted: 3.256840103280781 Movie Vector: [1.9884664794204685, -0.2669315557737584] User Vector: [1.840840440697668, -0.051286760474007806] Predicted: 3.6741395650528386 Movie Vector: [2.313677438381841, 0.2578255850948119] User Vector: [2.1581880961932205, -0.16307573557649016] Predicted: 4.951306009006737 Movie Vector: [1.8494232070364551, 0.7574262670748036] User Vector: [1.9385878434957384, -0.49928236732074377] Predicted: 3.207099766943752 Movie Vector: [2.1753630041664804, 0.0923905761581039] User Vector: [1.7971215520159638, -0.4262084684451154] Predicted: 3.8700140922826676 Movie Vector: [1.8096675598040557, -0.1737830096380799] User Vector: [2.237948516674087, -0.5110524201542284] Predicted: 4.138755058793927 Movie Vector: [2.1287538548214573, -0.2753354324964913] User Vector: [1.846075550942571, -0.0728669990403438] Predicted: 3.9499033120561378 Movie Vector: [1.282183100175726, 0.25931885076992495] User Vector: [1.7721091052202773, -0.35994923836426534] Predicted: 2.1788267235528362 Movie Vector: [2.1027758233053016, 0.13402104540549375] User Vector: [1.8154712669981639, -0.44623254593506384] Predicted: 3.7577245358490106 Movie Vector: [1.8821530495800023, -0.7414939156832516] User Vector: [1.595075064232477, -1.2426624800338357] Predicted: 3.923602064647124
avg loss: 1.0458835483243938: 32%|██████████████▍ | 22507/70000 [00:42<01:27, 540.79it/s]
Movie Vector: [1.901618994442086, -0.3592466845197579] User Vector: [2.44730683490873, -0.36377941821169957] Predicted: 4.784531712379463 Movie Vector: [2.052359097108817, -1.141920866988159] User Vector: [1.9580564183879006, -0.47291393756017175] Predicted: 4.558665196520211 Movie Vector: [1.5669756824975378, 0.9419046764725535] User Vector: [2.158814416835166, -0.21441038632641674] Predicted: 3.1808555486406696 Movie Vector: [2.01922384135469, 0.007998279347858066] User Vector: [1.973850951872098, 0.017554735718965674] Predicted: 3.9857873089809472 Movie Vector: [2.0814300021576813, -0.3325246621907258] User Vector: [1.6393796169727755, -0.1367596801220839] Predicted: 3.45772988612681 Movie Vector: [2.0469523439043273, -0.2877722489110032] User Vector: [1.9937456136759004, -0.012730523079637015] Predicted: 4.084765748319296 Movie Vector: [2.3847136268896696, -0.23899338827852118] User Vector: [1.8340407555325162, -0.4450490140347839] Predicted: 4.480025753803605 Movie Vector: [1.6049391825263732, -0.3270064362735008] User Vector: [1.9920330139596303, -0.34260405524462284] Predicted: 3.30912556814831 Movie Vector: [2.2364514097663726, -0.26082005226847854] User Vector: [1.9887643119846727, -0.5394365227873448] Predicted: 4.588470611300092 Movie Vector: [1.6965287931095463, -1.0556701160870379] User Vector: [2.2643790103037453, -1.0341566911509232] Predicted: 4.933312503692684 Movie Vector: [2.054078175653013, -0.330242928902837] User Vector: [2.0856420205805657, -0.8686157797530365] Predicted: 4.570925975896256 Movie Vector: [2.0280316072608637, -0.37325187066148413] User Vector: [1.6862964055800695, -0.38273557433963046] Predicted: 3.5627191788177304 Movie Vector: [1.9346537883452377, -0.2805057706181203] User Vector: [1.745998641311104, -0.6050672611652052] Predicted: 3.5476277442271065 Movie Vector: [1.956364806720894, -0.4308579276263842] User Vector: [1.9376484325667227, -0.14547319881066317] Predicted: 3.853425482236183 Movie Vector: [1.960161868418163, -0.2805910809058019] User Vector: [1.8414550300396535, -0.4080375917675555] Predicted: 3.7240416412148103 Movie Vector: [1.2678870405971665, -1.1174842130338973] User Vector: [1.7485985075985808, -0.17102389573937934] Predicted: 2.4081418905320984 Movie Vector: [1.5660029942671447, -0.21322842560031482] User Vector: [1.398622035344197, -0.678705303428298] Predicted: 2.3349655584936206 Movie Vector: [1.7023855277641997, -0.40788595835841174] User Vector: [2.0681246310729975, -0.2835226043078969] Predicted: 3.6363903307257446 Movie Vector: [1.9042000325519806, -0.5418827444091763] User Vector: [1.9808996458238846, -0.1096488964957284] Predicted: 3.8314460150145906 Movie Vector: [2.266283364115936, -0.2689117329293307] User Vector: [1.7180963553544457, -0.10881611288101864] Predicted: 3.9229551175734705 Movie Vector: [1.6558692450516237, -0.608245059057054] User Vector: [1.684124780256265, -0.6269008617323095] Predicted: 3.1699997801229602 Movie Vector: [1.899801854856291, -0.2684280040932657] User Vector: [1.7947549373470266, -1.1929711155804748] Predicted: 3.729905614480551 Movie Vector: [1.9764953915123593, -0.35509699156949154] User Vector: [1.9748370373486943, -0.4038234257512792] Predicted: 4.04665278691718 Movie Vector: [2.1781077150260066, 0.11006279908008917] User Vector: [2.0245736733143302, -0.10543032774992389] Predicted: 4.3981355805043965 Movie Vector: [2.225646376599496, -0.29695028566907145] User Vector: [2.117697516535007, -0.36720094498446054] Predicted: 4.822286229920978 Movie Vector: [1.6570732611977768, -0.8166035102864705] User Vector: [1.871605501781873, -0.7710219810684509] Predicted: 3.731006688761915 Movie Vector: [1.7976045209464255, 0.14493182069339872] User Vector: [1.999883768677939, -0.4734701618206846] Predicted: 3.5263792113461685 Movie Vector: [1.9800839325852908, -0.3459372869650683] User Vector: [1.873650705372405, 0.03838549561042391] Predicted: 3.696706682774716 Movie Vector: [1.511332723034708, -0.5492510777252642] User Vector: [2.1234988825843732, -0.546793614398607] Predicted: 3.509640330579128 Movie Vector: [1.6601555822988407, -0.9851399928390109] User Vector: [2.0424682695142895, -0.29475387344065107] Predicted: 3.6811889280729946 Movie Vector: [1.8979058816005718, -0.25964509092718835] User Vector: [2.2513710929533532, -0.32443359471778976] Predicted: 4.357128029182012 Movie Vector: [1.9181247223505136, -0.1790021382240473] User Vector: [1.9761428087244968, -0.49082682345233797] Predicted: 3.8783474272053247 Movie Vector: [1.923088317650294, -0.5888164092224206] User Vector: [2.1790929647181225, 0.07236542220405136] Predicted: 4.147978275469312 Movie Vector: [1.7899239789449193, -0.47815640234826323] User Vector: [1.8947482860669564, -0.10978529327124668] Predicted: 3.4439499321573614 Movie Vector: [1.2930764380660893, -0.5346522724031176] User Vector: [1.8304734008814176, -0.5923126876265692] Predicted: 2.6836233495992077 Movie Vector: [1.6915370048169156, -0.7446998025264019] User Vector: [2.1467252484113786, -0.37872413351797085] Predicted: 3.913300984305448 Movie Vector: [1.5522780911622664, -1.1442325919695193] User Vector: [1.6090219373926469, -1.3978407791971763] Predicted: 4.097104479555547 Movie Vector: [1.83024416125097, 0.6329290635988658] User Vector: [2.1304850788720167, 1.036440090886215] Predicted: 4.5553009324387554 Movie Vector: [2.019882497771144, -1.1109113972654827] User Vector: [1.5329928972404372, -0.0014826138214519384] Predicted: 3.0981125749354312 Movie Vector: [2.0610271897518833, 0.9914728130845119] User Vector: [1.5966970403021077, 0.010612148197084526] Predicted: 3.3013576702848355 Movie Vector: [2.22923962816602, -0.4484705696599168] User Vector: [2.002104458274128, -0.48072957122409327] Predicted: 4.678763662771784 Movie Vector: [1.828326784524216, -0.4803815334139381] User Vector: [2.0271132448440468, 0.1104003795036438] Predicted: 3.6531911372167247 Movie Vector: [1.5774087113520516, -0.36669816043718484] User Vector: [1.7155089324847665, -0.4506950451710157] Predicted: 2.8713277784860947 Movie Vector: [1.4088357719447655, 0.4444619362285073] User Vector: [1.697586037520072, -0.23275020855114437] Predicted: 2.288171327262016 Movie Vector: [1.7835637430135591, -0.43973343830119926] User Vector: [1.6837470210829732, -0.9744977834518276] Predicted: 3.4315894001448473 Movie Vector: [2.043007628881235, -0.2642044487366466] User Vector: [1.80742839220619, -0.4257707231576757] Predicted: 3.8050805131338676 Movie Vector: [1.7823551426341786, -0.4234314689145654] User Vector: [2.2025517841307027, -0.17974765189335665] Predicted: 4.001840311638591 Movie Vector: [2.2225227274225383, 0.10774987296843157] User Vector: [2.1520708083382036, -0.3810775182861218] Predicted: 4.741965228367796 Movie Vector: [1.5978287848105623, -0.8390230653356876] User Vector: [2.188811585556051, -0.7855194386985924] Predicted: 4.156415083265967 Movie Vector: [2.1682285401937933, 0.18074966823475017] User Vector: [1.7066730987281946, -0.5131116074303878] Predicted: 3.607712568633009 Movie Vector: [2.1493087675568274, -0.6158199712688497] User Vector: [2.0123918419368314, 0.007572790220368743] Predicted: 4.320587954178733 Movie Vector: [2.130423814246884, 0.1921156666286659] User Vector: [1.6236712152679802, 0.0979482143628733] Predicted: 3.477925210011495 Movie Vector: [1.8071344330639298, -0.15432925118821614] User Vector: [1.5731684001116588, -0.15663493096503903] Predicted: 2.8671001364556243 Movie Vector: [1.4954980462378182, -0.9031629589824798] User Vector: [1.8790461166464878, -0.16055176515902073] Predicted: 2.9551142035264633 Movie Vector: [1.8567194574703034, 0.4398497166851548] User Vector: [1.7642258108691675, -0.10870122809347219] Predicted: 3.2278601860318648 Movie Vector: [1.9483880521129562, -0.6104044692094462] User Vector: [2.2287959024045003, -0.5101734914000446] Predicted: 4.653971486066017 Movie Vector: [2.298620878103035, 0.8380424930757867] User Vector: [2.035605134861905, -0.19568850195396786] Predicted: 4.51508918252355 Movie Vector: [2.070860808681816, -0.33456088148026925] User Vector: [2.189283573684624, -0.272058171172324] Predicted: 4.624721573395679 Movie Vector: [1.8192858553085418, -0.12065403923020768] User Vector: [1.5316036571296572, -0.7018167292195657] Predicted: 2.8711018925344924 Movie Vector: [2.0728658447941646, -0.061208966647640445] User Vector: [1.4195417299847841, -0.5377710209818576] Predicted: 2.9754359758328253 Movie Vector: [2.096145384395032, -0.4109331132873619] User Vector: [1.998792612455819, 1.4454776688208097] Predicted: 3.5957652703262597 Movie Vector: [1.4578843677837643, -0.18535462389347065] User Vector: [2.008413854396043, -0.4580844519584752] Predicted: 3.012943233668538 Movie Vector: [2.1117728547618624, -0.4899363037109849] User Vector: [1.9470985780429575, -0.03656937208332186] Predicted: 4.129746585644074 Movie Vector: [2.172491153004446, -0.3024324508789563] User Vector: [1.8997689974287142, -0.1322523754418636] Predicted: 4.167228749705454 Movie Vector: [1.5092586443380636, -0.9109872382066044] User Vector: [1.8709008830667244, -0.3194994113730102] Predicted: 3.1147332168435047 Movie Vector: [1.3003990574330413, -0.2209344401730807] User Vector: [2.1601520208034173, 1.0466994159391354] Predicted: 2.57780770227484 Movie Vector: [1.9070419263331992, -0.34268790894777873] User Vector: [2.3505242983750754, -0.7883329878119218] Predicted: 4.752700569014018
avg loss: 1.0451890227023024: 32%|██████████████▍ | 22507/70000 [00:42<01:27, 540.79it/s]
Movie Vector: [1.8440730233227265, 0.059508336260715666] User Vector: [1.6707646425150435, 0.10221801880689455] Predicted: 3.0870948298184953 Movie Vector: [1.6349281282298447, -0.05359979402136861] User Vector: [1.7300745285132646, 0.1551653860316159] Predicted: 2.820230677869782 Movie Vector: [2.1461088175485696, -0.5154815016727085] User Vector: [1.669959796923355, -0.44681402452035696] Predicted: 3.814239809457011 Movie Vector: [1.547313610958242, -0.031090040587873652] User Vector: [1.9259539553959095, -0.5166622963780965] Predicted: 2.996117821027573 Movie Vector: [2.0144649323905655, -0.3280875506329026] User Vector: [1.8145135627771096, -0.39803345925421246] Predicted: 3.78586376427821 Movie Vector: [1.8539518941122277, -0.47898594200801414] User Vector: [1.821728710903846, 0.7278742317306935] Predicted: 3.0287558695899266 Movie Vector: [1.3829636286073193, -0.2813700896143559] User Vector: [1.7654742974098014, -0.49155885394816645] Predicted: 2.579896699344942 Movie Vector: [2.121025849382359, -0.44751590387306617] User Vector: [1.7384717729933412, 0.10451146792356437] Predicted: 3.6405730249075425 Movie Vector: [1.7114908703274485, -0.7669464599592213] User Vector: [1.5257693866723816, 0.0024902312461079733] Predicted: 2.6094305014762096 Movie Vector: [1.8568763188218183, -1.147115366072144] User Vector: [2.224326884048571, -0.7141725802865375] Predicted: 4.949538257182595 Movie Vector: [1.9828899276275591, -0.32365653073094214] User Vector: [2.0878822508863193, -0.25602244724414425] Predicted: 4.222904022419124 Movie Vector: [1.9978908786470697, 0.3144429278477724] User Vector: [2.065618547364147, -0.007677725992918141] Predicted: 4.124466247902613 Movie Vector: [1.9411153595144306, -1.1150530436299406] User Vector: [1.91960160213286, -0.348895124113945] Predicted: 4.115204724099503 Movie Vector: [1.754622115351181, -0.6077036775499611] User Vector: [1.6885198743748637, -0.5639215957552489] Predicted: 3.305411541378441 Movie Vector: [1.6831982378481238, -0.47896049159897086] User Vector: [1.5940829739816509, -0.43858318830854065] Predicted: 2.893221672268914 Movie Vector: [1.6614298186455052, -0.5255760634030786] User Vector: [1.8298047949484981, -1.0614260400205708] Predicted: 3.5979523683354895 Movie Vector: [1.2098287001689183, 1.2262130839942293] User Vector: [1.9922989164079852, -0.14914472108304638] Predicted: 2.227457199985116 Movie Vector: [1.6525729758114427, -0.3700252133314974] User Vector: [1.7064929647401876, -0.3969418737072899] Predicted: 2.9669826584407275 Movie Vector: [2.4697465533663903, -0.2082848687862821] User Vector: [1.814102473203877, -0.27912373331116364] Predicted: 4.538510580816573 Movie Vector: [1.8907539697496725, -0.9064767592410009] User Vector: [1.9982747163365813, -0.30528592429415136] Predicted: 4.0549804478598475 Movie Vector: [1.788365547671316, -0.7340583722111323] User Vector: [1.882771155792503, -1.3540433201106772] Predicted: 4.361029904632417 Movie Vector: [2.4322334629920923, -0.19025143424077143] User Vector: [1.7068265922174723, -0.1072712306158409] Predicted: 4.171809258593531 Movie Vector: [1.8555627034043438, -0.46930403594986236] User Vector: [2.007726052444706, -0.4579970051932718] Predicted: 3.940401424559782 Movie Vector: [1.983910436953801, -0.2263525546341041] User Vector: [2.081132906005454, -0.44311139395293464] Predicted: 4.22908068892094 Movie Vector: [1.6150378046507219, -0.012255986303760276] User Vector: [1.9036041697250008, -0.20767680843763206] Predicted: 3.0769379833164456 Movie Vector: [1.0060076702534084, -0.621477337402016] User Vector: [2.1823516685256084, -0.4956231209551324] Predicted: 2.5034810552931592 Movie Vector: [1.7493076680972557, -0.038096018426380565] User Vector: [1.9146413275447645, -0.20039239212912008] Predicted: 3.3569309081930236 Movie Vector: [1.9731371928151995, -0.3544102922233717] User Vector: [1.6888260744794727, 0.4977163799292923] Predicted: 3.155889732096441 Movie Vector: [2.00091727146393, -0.49138155868688027] User Vector: [1.9548059143097645, -0.04685202914743359] Predicted: 3.934427139412356 Movie Vector: [1.6864354253693477, -0.9476541236724014] User Vector: [2.2371688029032777, -0.04111409337489545] Predicted: 3.811802661874995 Movie Vector: [2.189902275647798, -0.13059955427351633] User Vector: [1.8274524635875586, -0.749263422274721] Predicted: 4.099795777631098 Movie Vector: [1.9640357837046556, -0.6492357228902329] User Vector: [1.8990911035564353, -0.8296637304791714] Predicted: 4.268530215713454 Movie Vector: [1.6858495054798246, 0.16042767017526008] User Vector: [1.6169399454623363, -0.5477228818628069] Predicted: 2.638047501609325 Movie Vector: [2.4071399986213375, -0.20901284850325802] User Vector: [1.810064683208354, -1.0153916313058884] Predicted: 4.569308996248303 Movie Vector: [2.1184246730241516, -0.35399358394081737] User Vector: [2.1355238750876886, -0.6986589381650292] Predicted: 4.77126724829123 Movie Vector: [1.9868092605812167, -0.3728442107343224] User Vector: [1.7328771077788883, -0.43815626855676193] Predicted: 3.6062603133126316 Movie Vector: [0.8977736073321835, -0.15547225889386262] User Vector: [2.171867736108615, -0.8727509088939562] Predicted: 2.085534087352029 Movie Vector: [1.4099979221824097, -0.28889721498036464] User Vector: [1.8481308599528026, -0.31935991720713836] Predicted: 2.6981228631121437 Movie Vector: [1.8679092571148306, -0.2577780012526374] User Vector: [1.845349206499926, -0.2136870342907452] Predicted: 3.502028682023791 Movie Vector: [1.818448567411267, -0.4599236352999188] User Vector: [2.383997285775215, -0.4404485703697219] Predicted: 4.537749156677383 Movie Vector: [2.049010667645658, -0.005231549460503818] User Vector: [2.2379426959201543, -0.8113182822373405] Predicted: 4.5898129092418145 Movie Vector: [1.8098577199617278, -0.4492603228164776] User Vector: [1.764584700772496, -0.6711896606470305] Predicted: 3.495186126832824 Movie Vector: [1.5609486588834387, -0.7918280729335919] User Vector: [1.8304437411708945, -0.3913805209491544] Predicted: 3.167134786629206 Movie Vector: [1.9729695513418897, -0.05104985526977801] User Vector: [1.8786073677346298, -0.4665135454760814] Predicted: 3.7302505844449056 Movie Vector: [1.7627464784533604, -0.968327222748055] User Vector: [1.5393844309722389, -0.3328937302601458] Predicted: 3.0358945459752915 Movie Vector: [2.0690917869372445, -0.3441137824064419] User Vector: [1.843185748687088, 0.5256924067231626] Predicted: 3.6328224919483763 Movie Vector: [2.081986940612755, -0.7374429311102579] User Vector: [2.062032534360591, -0.022330688318051226] Predicted: 4.309592415904346 Movie Vector: [1.5120971865906905, -0.4796638598116626] User Vector: [1.670778026520176, -1.1023193214085554] Predicted: 3.0551214937705042 Movie Vector: [1.5953072057357396, -0.1166292135530281] User Vector: [1.7360357954525927, -0.528062566582697] Predicted: 2.8310979357480313 Movie Vector: [1.6961481668615044, -0.34624416945889347] User Vector: [2.138016419840689, -0.24151640923125378] Predicted: 3.7100162797575504 Movie Vector: [2.144047111311105, 0.04288334556959177] User Vector: [1.6126240109904644, -1.0838718434290333] Predicted: 3.4110618015801144 Movie Vector: [1.9812412901954053, -0.1686523467527038] User Vector: [1.6820571558936703, -0.4421548126604658] Predicted: 3.4071315365083787 Movie Vector: [1.844693490644171, -0.5531084111080766] User Vector: [1.931686295951415, -0.4429913082745755] Predicted: 3.808391354762563 Movie Vector: [1.5960983283567856, 0.02418277481874824] User Vector: [1.9346233075172141, -0.2305908509873892] Predicted: 3.082272700503609 Movie Vector: [2.063162821231868, -0.7108362187387494] User Vector: [1.9924485262596283, -0.2114227503505957] Predicted: 4.261032671011656 Movie Vector: [0.9421745755084486, -0.8086914464069662] User Vector: [1.7835153019869192, -0.7408671437731115] Predicted: 2.2795156946556236 Movie Vector: [1.9362300105463515, -0.42084072249559734] User Vector: [1.5501346126455762, -0.008428216599700718] Predicted: 3.0049640941541758 Movie Vector:
avg loss: 1.0468511930342155: 32%|██████████████▌ | 22567/70000 [00:42<01:25, 557.73it/s]
[1.9586626437777424, -0.4087973660360856] User Vector: [2.0534788296514215, -0.3808823888723439] Predicted: 4.177775990767223 Movie Vector: [1.926853151794528, 0.07275504095122617] User Vector: [1.8472412687828128, -0.5101522261376215] Predicted: 3.522246514775084 Movie Vector: [1.7474433372441256, -0.08422567221289119] User Vector: [1.7350325084070977, -0.13301758297684455] Predicted: 3.043074492060304 Movie Vector: [2.0420295021897763, -0.330908404538466] User Vector: [2.2282139143590323, -0.7440983303456581] Predicted: 4.796306941625326 Movie Vector: [2.3175079977399546, 0.25753614262865443] User Vector: [1.9677146745908112, 0.02195173046689535] Predicted: 4.565847859622946 Movie Vector: [2.010331269500738, -0.26754072005919544] User Vector: [1.4888555756156199, -0.5040485518418393] Predicted: 3.1279464319351615 Movie Vector: [1.831907431251591, 0.3541464647532981] User Vector: [1.5629089069038962, -0.1247927866662397] Predicted: 2.818909516701987 Movie Vector: [-0.3835243624307343, -0.49208951415656665] User Vector: [2.059013511798726, -0.1621212987572667] Predicted: -0.7099036532089786 Movie Vector: [2.0895836783648813, -0.8210775311978548] User Vector: [1.7553819559573498, -0.4217125456016817] Predicted: 4.014276180282491 Movie Vector: [1.660813722285203, 0.01646924335246555] User Vector: [1.8090350737223355, -0.2849949930219903] Predicted: 2.9997766226389655 Movie Vector: [1.3751868533662126, -0.31734086445994736] User Vector: [2.248737400786438, -0.04761480447486759] Predicted: 3.1075442334475634 Movie Vector: [2.0960595756716467, -0.3376846862221655] User Vector: [1.898006326858921, -0.46701548634739687] Predicted: 4.136038314066123 Movie Vector: [1.925692123410562, -0.5384233831783043] User Vector: [1.6134499719455637, -0.1444194459247594] Predicted: 3.1847667091641094 Movie Vector: [2.1970360436574854, 0.08354598583509262] User Vector: [1.572577998451286, -0.2681903613733075] Predicted: 3.4326043159278177 Movie Vector: [1.8014492014152053, 0.05799829704798499] User Vector: [1.6706724014612417, -0.16041883321983047] Predicted: 3.0003274442976022 Movie Vector: [2.034716350936369, -0.11405183137699774] User Vector: [1.8266928889898295, -0.5532242258762394] Predicted: 3.7798981254901065 Movie Vector: [1.8773132722029873, 0.18740982504642634] User Vector: [2.062713792585893, -0.6759137543860528] Predicted: 3.7456871011216935 Movie Vector: [1.1913919332538496, -0.716318498211559] User Vector: [2.2525070232052227, -1.5908860737073958] Predicted: 3.823199820188109 Movie Vector: [1.5640223630362367, -0.30906470308152534] User Vector: [1.4949732476288167, -0.6841917668557351] Predicted: 2.5496311167064705 Movie Vector: [2.1991447843227494, -0.6156324343823834] User Vector: [1.6922567703895308, 0.1429924762119521] Predicted: 3.633486844108268 Movie Vector: [1.4682756609954657, -0.7439173726903295] User Vector: [1.8643362890321682, -0.3310046545837917] Predicted: 2.9835997100827845 Movie Vector: [2.0254045370184484, -0.5347961677734698] User Vector: [1.797886925628803, -0.6794562597970276] Predicted: 4.004818940123872 Movie Vector: [1.7226082993806584, -0.35363989024459713] User Vector: [1.5819225207796406, -0.15738253272768726] Predicted: 2.780689604872417 Movie Vector: [1.6608284516383778, 0.016466922893362126] User Vector: [1.7280762233799243, -0.4304404133514971] Predicted: 2.8629501292923294 Movie Vector: [1.5736175755814916, 0.21266413796251818] User Vector: [1.943725315574299, 0.12501417765566625] Predicted: 3.0852663510146336 Movie Vector: [2.079392686913472, -0.48062037631196375] User Vector: [1.6056935016569993, 0.5126484584155615] Predicted: 3.092478029770614 Movie Vector: [1.9590853597281932, 0.0534012696172544] User Vector: [2.259707027290196, -1.1214358510261473] Predicted: 4.367072856200037 Movie Vector: [1.621548557409357, -0.5024418966866218] User Vector: [1.8800408142794662, 0.018304504742508804] Predicted: 3.0393805201848463 Movie Vector: [2.100807796801761, -0.3382823376305657] User Vector: [2.1683014948715478, 0.6186831185788236] Predicted: 4.345895114637648 Movie Vector: [2.369578779986857, -0.18794213903253348] User Vector: [1.7341399089993865, -0.22121813020824638] Predicted: 4.150757338477401 Movie Vector: [1.548926526069249, -0.20494177685830195] User Vector: [2.04658153463437, 1.901790007771676] Predicted: 2.780248203354596 Movie Vector: [2.084182444716828, -0.4183360501594928] User Vector: [2.107034294722085, 0.0346241172807559] Predicted: 4.376959371012583 Movie Vector: [1.7314095882335914, -0.18157803615582552] User Vector: [1.8402068466971233, -0.20719570717765706] Predicted: 3.2237739683137385 Movie Vector: [1.956062376164342, 0.23364368853813636] User Vector: [2.217610668804275, -0.2766345955622561] Predicted: 4.273150866944265 Movie Vector: [1.8478266795261462, -0.5485016431554312] User Vector: [1.6643569829761402, -1.085274300396978] Predicted: 3.670717974441059 Movie Vector: [2.033045083891443, -0.13287500449937908] User Vector: [1.937111448717852, -0.034252334426931735] Predicted: 3.942786186856753 Movie Vector: [1.3845094554898016, -0.2930040160844497] User Vector: [1.6956717698775703, -1.309566870242777] Predicted: 2.7313819511149 Movie Vector: [1.9590212228255657, 0.06387119165424161] User Vector: [2.0642903368854046, -0.31325838179803134] Predicted: 4.023980393891125 Movie Vector: [1.947098425377855, -0.18504220831159005] User Vector: [1.988014648181179, -0.22978190911607166] Predicted: 3.9133795429945746 Movie Vector: [2.1320328373064963, -0.41754974231006436] User Vector: [2.0885197828603226, -0.42779977038308153] Predicted: 4.631420442306202 Movie Vector: [1.6188499092975388, -0.5024681713381006] User Vector: [0.9825092698373781, -1.634100232404004] Predicted: 2.4116183979194354 Movie Vector: [1.6384907272474878, -0.7470036904336951] User Vector: [1.4836931856464797, -0.16989521866159635] Predicted: 2.557929882089294 Movie Vector: [2.206798992622305, -0.10929550863638837] User Vector: [1.9837314040160126, -0.02056573373281745] Predicted: 4.379944206344575 Movie Vector: [1.7899533061962303, -0.6767607316919325] User Vector: [1.903152301896537, -0.603918416208662] Predicted: 3.8152620242102797 Movie Vector: [2.0839432858503, 0.20372987348687438] User Vector: [2.1490389192676016, -0.15430023542801785] Predicted: 4.447039659395958 Movie Vector: [1.702543900783038, -0.11470133534268984] User Vector: [2.0238610312134746, -0.39900961708707733] Predicted: 3.4914791906194345 Movie Vector: [1.5914258724607822, -0.2599901115240203] User Vector: [2.0766713843839133, -0.08818395056758992] Predicted: 3.327795524850206 Movie Vector: [1.9999393171601036, -0.6842024888495863] User Vector: [1.8515114934468064, 0.018496519145060567] Predicted: 3.6902552674839852 Movie Vector: [1.8428452802373547, -0.24829751553999088] User Vector: [2.0890999832169648, 0.00552277572995702] Predicted: 3.8485167525226878 Movie Vector: [1.0279265924704595, -0.0976122487016797] User Vector: [2.2685781089852526, -0.8113965008045855] Predicted: 2.4111340023544994 Movie Vector: [1.983274274878202, 0.10569049442059143] User Vector: [1.8390941977870643, -0.04536435207093373] Predicted: 3.6426336307494016 Movie Vector: [2.045101224735816, -0.4601694286046959] User Vector: [1.8857776829657684, -0.45880560748135657] Predicted: 4.067734563248089 Movie Vector: [1.8911819297796688, 0.12553688401080948] User Vector: [1.5384418419913473, -0.22379765678430538] Predicted: 2.8813785511093624 Movie Vector: [1.0028207038063368, -1.0319671282264218] User Vector: [2.07779610210282, -0.4006655128167531] Predicted: 2.4971305881176846 Movie Vector: [1.701781940206624, -0.9479361578412939] User Vector: [2.1421035689417467, 0.05397135556808043] Predicted: 3.594231768246527 Movie Vector: [1.5946871781451446, -0.0770947093186234] User Vector: [2.1687201952947945, 0.07554138494558511] Predicted: 3.452606447307137 Movie Vector: [1.699338878297497, -0.52426515655669] User Vector: [1.8636456616014825, -0.3225387750740626] Predicted: 3.336061369539666 Movie Vector: [1.6423803029631077, 0.18356123419027148] User Vector: [2.0964393591106805, -0.4656853696951198] Predicted: 3.3576689285543933 Movie Vector: [1.2529807677588325, -0.35277803236617916] User Vector: [2.081743487412157, 0.07787824863353043] Predicted: 2.580910817817573 Movie Vector: [1.9665329956874957, -0.22265257843333972] User Vector: [1.6152984442858684, -0.43155859204755354] Predicted: 3.2726253218352896 Movie Vector: [1.827058276534822, 0.6028518881700262] User Vector: [2.0084358508489926, -0.08953989102987286] Predicted: 3.615550051809012 Movie Vector: [1.2998362092269407, -1.1024670354787334] User Vector: [1.4503719465469904, -0.15470374509191875] Predicted: 2.0558017521976844 Movie Vector: [2.1498743844272963, 0.09847602009458703] User Vector:
avg loss: 1.0462044175246052: 32%|██████████████▌ | 22629/70000 [00:42<01:22, 571.48it/s]
[1.898224559367108, 0.09460228573758696] Predicted: 4.090260412665425 Movie Vector: [1.8664290399976025, -0.4333139889504014] User Vector: [1.5243614946578465, -0.4074914949699846] Predicted: 3.0216843262323616 Movie Vector: [1.9256408033131915, -0.30753111952805645] User Vector: [2.015360558329506, -0.7395277355914522] Predicted: 4.10828831695584 Movie Vector: [1.4776951631836241, -0.4635561261098058] User Vector: [1.8920340418417105, -0.19093024126294883] Predicted: 2.8843564352053215 Movie Vector: [2.2295594298343926, 0.07799938738308673] User Vector: [1.7302596833560158, -0.6465558186520118] Predicted: 3.807285835324848 Movie Vector: [1.732552085298315, -0.1583759814146046] User Vector: [1.6864528309913758, -0.05132404028797561] Predicted: 2.9299958643421253 Movie Vector: [1.5371494621909072, -0.5597254490459016] User Vector: [1.9151688551793697, -0.28050372957919717] Predicted: 3.10090585174151 Movie Vector: [2.2711082699962457, -0.26921731969184015] User Vector: [1.6971419302395208, -0.6717395472352778] Predicted: 4.035236993562059 Movie Vector: [1.930067520040285, -0.322725529044371] User Vector: [2.1531858357557736, -0.7016102919874863] Predicted: 4.382221598867651 Movie Vector: [1.8089481322876788, 0.8694106329727939] User Vector: [2.051812570510679, -0.33481914327738094] Predicted: 3.420527193941478 Movie Vector: [1.9014042912077862, -0.2616566462665893] User Vector: [2.0154557426588853, -0.03937273165392766] Predicted: 3.842498334749901 Movie Vector: [1.6462646003843173, -0.05258305858651019] User Vector: [1.7567377565516353, -0.5768238990398018] Predicted: 2.9223863456468293 Movie Vector: [1.3582215770482808, -0.8256452663589072] User Vector: [1.7391168817900402, -0.44557742337575773] Predicted: 2.72999496426275 Movie Vector: [2.147661899422454, -0.3118643098330765] User Vector: [1.9606862533083187, -0.31317900437014234] Predicted: 4.308560517003744 Movie Vector: [2.127888794055152, -0.20960411584287206] User Vector: [1.8777367793038318, -0.6737396792512671] Predicted: 4.136833660643558 Movie Vector: [1.8973397213560022, -0.14676922302779968] User Vector: [2.3006723572507415, -0.3499461296372964] Predicted: 4.41651837078603 Movie Vector: [2.3714690917383385, -0.09169353117442917] User Vector: [2.0645672714915357, -0.44122135213374963] Predicted: 4.936514615963432 Movie Vector: [1.6280261057641732, -0.3860457590014556] User Vector: [1.3059296207467213, -1.216020188538373] Predicted: 2.595526951511758 Movie Vector: [1.1715339797328317, -0.3965566156410813] User Vector: [2.1833112826697567, -0.41085936822606234] Predicted: 2.7207523565498537 Movie Vector: [1.6242818810795834, 0.15311577988668978] User Vector: [2.1506022175431836, -0.3534070710778165] Predicted: 3.439072016059415 Movie Vector: [1.940622618906409, -0.021108682071735253] User Vector: [1.8026600419595138, -0.023482830824311365] Predicted: 3.498778543235424 Movie Vector: [2.004105674860256, 0.4072519344478037] User Vector: [2.052812142300308, -0.414358214071756] Predicted: 3.945304279571027 Movie Vector: [2.2783068408397464, -0.17113480928007055] User Vector: [1.9799503492536366, -0.17049307964432406] Predicted: 4.540111725896108 Movie Vector: [1.8261713854037664, 0.15849360518452624] User Vector: [1.7619863157333007, -0.2428698593557654] Predicted: 3.179195671665206 Movie Vector: [1.5466280804777546, -1.8276457441088676] User Vector: [1.6537498747712063, 0.1702733015069903] Predicted: 2.2465367195731005 Movie Vector: [1.2523369874974253, -1.2634175794189644] User Vector: [2.127220552409039, -0.4615649917129405] Predicted: 3.2471463029210423 Movie Vector: [1.813912239223078, -0.8947372829135517] User Vector: [1.9441217570832752, -0.4419103741879697] Predicted: 3.9218599372054834 Movie Vector: [1.9526758403801197, -0.47835905748763674] User Vector: [1.6347476782966825, -0.2133348774549512] Predicted: 3.294182967436015 Movie Vector: [2.019838400741678, 0.7976496819952045] User Vector: [1.8475635630021916, -0.2959192883637695] Predicted: 3.4957399061033354 Movie Vector: [1.9149773471463931, -0.15595009137095459] User Vector: [1.9245574125355147, -0.31415050767716984] Predicted: 3.734475648664673 Movie Vector: [1.8729535403055602, -0.9921596321078265] User Vector: [1.8169896292797583, -0.6402913087221647] Predicted: 4.038408348161632 Movie Vector: [0.9886293654899505, 0.1881659948569174] User Vector: [2.02256610789581, -0.2118935954105478] Predicted: 1.9596970787262784 Movie Vector: [2.116644172503419, -0.10056341480340639] User Vector: [1.907802022876331, -0.17324287580181624] Predicted: 4.055559929192413 Movie Vector: [1.4649579868678928, -0.6426529555366131] User Vector: [2.055985921563848, -0.6834380176686631] Predicted: 3.4511464586637546 Movie Vector: [1.9000693838996612, -0.31295071039788114] User Vector: [2.252177934967991, -0.6820080777319445] Predicted: 4.492729253750348 Movie Vector: [2.0286276930313374, -0.3311943075765145] User Vector: [1.82718851162299, -0.6431648396435958] Predicted: 3.91969774879043 Movie Vector: [2.0116791863229295, -0.37913254694313736] User Vector: [1.801859180103739, -0.5874379268808445] Predicted: 3.8474794466889213 Movie Vector: [1.0967981307918788, -1.3578212390804119] User Vector: [2.267399069838836, -0.19515332542368138] Predicted: 2.751862391695926 Movie Vector: [1.7140975695743352, -0.3836612349532848] User Vector: [1.923224739118547, -0.224610073678762] Predicted: 3.3827690293188786 Movie Vector: [1.901983267415393, -0.3753801686972804] User Vector: [1.4413947174619455, -0.17661132392472034] Predicted: 2.8078050229222695 Movie Vector: [1.5562337803547135, -0.6041916727219806] User Vector: [1.886222195417082, -0.43717652812842717] Predicted: 3.199541115567595 Movie Vector: [1.56699969483084, -0.3711459496476378] User Vector: [1.786651294885378, -0.4958674080953687] Predicted: 2.983721213931381 Movie Vector: [2.4822519189104235, 0.2538847745284536] User Vector: [1.7875810925700015, -0.496087631906374] Predicted: 4.311277500666973 Movie Vector: [2.1108997733775787, 0.39746456780043804] User Vector: [1.972251306059345, -0.38568093784129737] Predicted: 4.009930327736346 Movie Vector: [1.8902520328352408, -0.6863422417662333] User Vector: [1.61466859715684, -0.037153051689580885] Predicted: 3.0776303069160273 Movie Vector: [1.4652970027433527, -0.2248067401610265] User Vector: [2.406114207764852, -0.46550724398691123] Predicted: 3.6303211029380758 Movie Vector: [1.4968648313668984, 0.3784939017805558] User Vector: [1.7895001063328542, -0.26128034840270203] Predicted: 2.5797467563714527 Movie Vector: [1.8483388039144273, 0.10815787436305997] User Vector: [1.9313032254850424, -0.39277394591962156] Predicted: 3.5272210986932406 Movie Vector: [1.585421763232456, -0.2480470942595196] User Vector: [2.0617603790129295, -0.3062018538684989] Predicted: 3.344712255566455 Movie Vector: [1.858184648742432, -0.5562023222615665] User Vector: [1.7165538474390047, -0.7040292651488491] Predicted: 3.5812567202668113 Movie Vector: [2.232779552645256, 0.10915311245434547] User Vector: [1.9673311784856236, -0.2705910546125534] Predicted: 4.363080972790931 Movie Vector: [1.3143351383822117, -0.2405681689056359] User Vector: [1.5909176194275294, -0.4229433012240648] Predicted: 2.192745625011359 Movie Vector: [1.5520772124657265, -0.31532572472024384] User Vector: [1.811211441549969, -0.4530324374152831] Predicted: 2.9539927870366585 Movie Vector: [1.6047198937153138, -0.7335707125181257] User Vector: [2.1262961789201658, -0.6971140872495752] Predicted: 3.92349225593414 Movie Vector: [1.651234442593921, -0.05421490360735346] User Vector: [1.925567592612397, -0.27042823316051384] Predicted: 3.1942247710577534 Movie Vector: [1.885892034312033, -0.3937558363163269] User Vector: [1.8139878156219393, -0.21437181013242204] Predicted: 3.505395323201837 Movie Vector: [1.9184444580411122, -0.4532178486903274] User Vector: [2.1071125673859603, -0.16571625833565928] Predicted: 4.117483993466273 Movie Vector: [1.9572168568688133, 0.06414500621883264] User Vector: [1.7097596524325966, -0.35423648888252623] Predicted: 3.3236479111529342 Movie Vector: [2.0179285991290863, 0.0380177051465157] User Vector: [2.034160908274682, -0.11968129610134728] Predicted: 4.100241463811145 Movie Vector: [1.780314592169454, -0.27861080081180245] User Vector: [1.9674425108273945, -0.1030659579056851] Predicted: 3.531381900349058 Movie Vector: [1.2517584696371225, -0.5383591965543842] User Vector: [1.630918144542932, -0.16678712646834548] Predicted: 2.1313069841175887 Movie Vector: [2.2045146340152604, -0.2541523017943161] User Vector: [2.232894019994171, -0.4238556733213829] Predicted: 5.030171438285523 Movie Vector: [2.0383835975348186, -0.32054900373961004] User Vector: [2.0336073423704795, -0.023035925204443506]
avg loss: 1.0464854148934009: 32%|██████████████▌ | 22691/70000 [00:42<01:23, 567.36it/s]
Predicted: 4.152655993388864 Movie Vector: [1.8623252703975628, 0.05215294523118461] User Vector: [1.797531162577509, -0.6793623226536125] Predicted: 3.3121569623897207 Movie Vector: [2.0849475314564896, -0.5641935165998239] User Vector: [2.203142133689719, 0.22249931364072928] Predicted: 4.467903082880153 Movie Vector: [2.2393641157476085, -0.29932889108316246] User Vector: [1.8871828429968156, -0.6040114796340168] Predicted: 4.406887624861972 Movie Vector: [1.5674154617330955, -0.04244329975066628] User Vector: [1.7827915241120957, -0.20301320882469787] Predicted: 2.802991550415501 Movie Vector: [2.250260257412113, -0.1797563889885773] User Vector: [1.7575818267177903, -0.4092402775643345] Predicted: 4.028580088336474 Movie Vector: [2.160015233471642, -0.3250470494597057] User Vector: [1.899920456454675, -0.38108421830855693] Predicted: 4.227727429083349 Movie Vector: [1.9563080296198945, -0.05991004936046346] User Vector: [1.901480921983761, -0.4810017193336479] Predicted: 3.7486992325936184 Movie Vector: [2.2025828409714188, -0.7773275093064929] User Vector: [1.3602755759221112, -0.4454909991780684] Predicted: 3.3424120513281057 Movie Vector: [1.6046880290491077, -0.34152155385949107] User Vector: [2.002038133089056, -0.30716251888532187] Predicted: 3.3175492466049428 Movie Vector: [1.899668374169969, 0.06290968105451308] User Vector: [1.6865352082554865, -1.091857598031317] Predicted: 3.135169183798013 Movie Vector: [2.1716604050322954, -0.20506957721069474] User Vector: [1.5313456903118086, -0.33349683910118183] Predicted: 3.3939528578625846 Movie Vector: [2.0691259399638486, 1.1901641014408946] User Vector: [1.89190889560955, -0.5151198495807225] Predicted: 3.301520619043467 Movie Vector: [2.003754029328229, -0.1704413399020003] User Vector: [1.8448169346954215, -0.47857130535102305] Predicted: 3.7781277007915812 Movie Vector: [2.0631046620853635, -0.03537780760162431] User Vector: [2.0461794654507313, -0.42721488892011034] Predicted: 4.236596320779506 Movie Vector: [1.973730336886568, -0.38200163589352176] User Vector: [1.9347967313285237, -0.29345005351497566] Predicted: 3.93086540482784 Movie Vector: [1.3359235487091574, -0.2031569450126444] User Vector: [1.896030741837889, -0.25366338292831403] Predicted: 2.584485595035018 Movie Vector: [2.12725803437175, 0.20061988984049028] User Vector: [1.9171822459645147, -0.5582964202773609] Predicted: 3.966335969748507 Movie Vector: [1.6363090070013835, -0.54659654974112] User Vector: [1.7376623236362956, 0.7253688318789195] Predicted: 2.446868410498259 Movie Vector: [1.7485862590481052, -0.8798883012393646] User Vector: [1.7114630748929776, -0.3911279536449037] Predicted: 3.336789726325922 Movie Vector: [1.8218163528927906, -0.5412861897790702] User Vector: [1.8241799111174917, -0.7438953604558559] Predicted: 3.725981077947842 Movie Vector: [1.9305280746594564, -0.2480657160029369] User Vector: [2.034494912766629, -0.000249636598648747] Predicted: 3.927711473129403 Movie Vector: [2.101541428962045, -0.4014068044660052] User Vector: [2.125996296744351, -0.046937734726188375] Predicted: 4.486710421533452 Movie Vector: [1.5434842440618655, 0.045695777807439095] User Vector: [1.7770068415289246, -0.6812067389314251] Predicted: 2.7116537897068946 Movie Vector: [1.5229243234517098, -0.3523841319871594] User Vector: [2.038858903155437, -1.1683442074759318] Predicted: 3.516733775115121 Movie Vector: [1.8355106164010508, 0.334230860136461] User Vector: [1.0261002928467766, -0.33725911355835986] Predicted: 1.7706955773990147 Movie Vector: [2.0256194162821846, -0.18815915122505372] User Vector: [1.6962260609476256, 0.1200793202446507] Predicted: 3.4133144204824437 Movie Vector: [2.125241171038018, -0.17265847299313875] User Vector: [1.6435431203263482, -0.28797788070242] Predicted: 3.5426473268317267 Movie Vector: [1.8041805113813354, -0.9679246161313544] User Vector: [1.5648861858065313, -0.12233323587242628] Predicted: 2.9417465093339397 Movie Vector: [1.2860986570954878, -0.24306012818552564] User Vector: [1.540151273389086, -0.7023836024376917] Predicted: 2.1515079328735256 Movie Vector: [2.1237201236241816, -0.18121440103853353] User Vector: [2.0043888806388637, 0.026027200138971862] Predicted: 4.252044497897408 Movie Vector: [1.93550251210211, 0.36495471438432325] User Vector: [2.062744762225083, -0.11798030882875524] Predicted: 3.9493901992005456 Movie Vector: [2.2720890171471453, -0.09400962435727613] User Vector: [1.811065649508991, -0.31033259443847827] Predicted: 4.14407662221082 Movie Vector: [2.2710935518258544, -0.09984430579463739] User Vector: [1.5638302932116732, 0.2586186879352751] Predicted: 3.5257832917005487 Movie Vector: [1.9113347082775143, -0.5892067344258214] User Vector: [1.6983004539405346, -0.6395160709000276] Predicted: 3.6228277784478395 Movie Vector: [1.4364714831495389, 0.15363279223232706] User Vector: [1.9415657457257869, -0.5031697600098647] Predicted: 2.711700451197876 Movie Vector: [1.5395520330920207, 0.19350950879684337] User Vector: [2.0151076508488748, -0.11966561204091686] Predicted: 3.0792066469577595 Movie Vector: [1.8759634314622713, -0.4863511798273077] User Vector: [1.980427851425325, -0.6005063706317885] Predicted: 4.00726720977389 Movie Vector: [1.834789221284524, 0.7611952430714688] User Vector: [2.143095564163117, -0.0232366832943754] Predicted: 3.914440988520726 Movie Vector: [1.7871077675464073, -0.07435558117260692] User Vector: [1.6446992179502227, -0.3750797626444334] Predicted: 2.967144021413855 Movie Vector: [2.5002620959410353, -0.21298008986296568] User Vector: [2.2183892129123732, 0.6106177494521353] Predicted: 5.416505039939036 Movie Vector: [1.4136426935431574, -0.1495112280505506] User Vector: [2.048429540575546, -0.3713372207971976] Predicted: 2.951266537174855 Movie Vector: [2.118808142349172, 0.13008039226807516] User Vector: [2.0222651421800215, -0.02125229087003094] Predicted: 4.282027342906967 Movie Vector: [0.9471699143072597, -1.0108070288718316] User Vector: [1.4951071434915773, -0.19264627939505824] Predicted: 1.6108487182796205 Movie Vector: [1.789959192194715, -0.8893434340525179] User Vector: [1.7759509239178717, -0.19513163755425111] Predicted: 3.3524187217882804 Movie Vector: [2.031765321451771, -0.22935802687436654] User Vector: [2.0630373700639106, 0.5096248058164791] Predicted: 4.074721245446618 Movie Vector: [1.6526872848019045, -0.7011124387433826] User Vector: [1.9172621512951864, -0.23867423526751533] Predicted: 3.335972254231119 Movie Vector: [1.777721406635579, -0.23659328384439957] User Vector: [2.2446191235527397, 0.4681668748765127] Predicted: 3.879542327369093 Movie Vector: [2.115468193764437, -0.6573616214607498] User Vector: [1.9780156404083702, -1.024501157598246] Predicted: 4.857896916199699 Movie Vector: [2.0020819804477314, -0.5525012763019502] User Vector: [1.8831710503968773, -0.41184559568710544] Predicted: 3.9978080433568772 Movie Vector: [2.1251668171120386, -0.3307890054086923] User Vector: [2.029037874912345, -0.4090425562420002] Predicted: 4.447350742776363 Movie Vector: [2.052740315386452, -0.44232259190287554] User Vector: [1.9070698188929534, -0.6562062835420813] Predicted: 4.204973965657592 Movie Vector: [1.5348999968345554, -0.1694837423238089] User Vector: [1.7929584111193961, -0.3988837765895598] Predicted: 2.8196161747603035 Movie Vector: [1.3773336997093975, -0.029083984239645862] User Vector: [2.18498575706768, -0.3142227100753807] Predicted: 3.0185933649419376 Movie Vector: [2.0175906386788007, -0.17820733679135484] User Vector: [1.979930927854177, -0.600377541166854] Predicted: 4.101681787949906 Movie Vector: [1.8724793214895785, -0.5262796460139901] User Vector: [2.584812796103632, -0.3484443246530757] Predicted: 5.023387666459714 Movie Vector: [1.8679238315610533, -0.13321731787647753] User Vector: [2.0918561350919553, -0.6466279424821866] Predicted: 3.9935699670969234 Movie Vector: [1.5117701056086705, -0.6411005113768729] User Vector: [1.898846196989305, 0.01718072157426545] Predicted: 2.8596043463700584 Movie Vector: [1.9217887994854572, -0.035075429034693545] User Vector: [1.5468874519384954, -0.30857505460304424] Predicted: 2.983614381629605 Movie Vector: [2.0435974877980616, -1.0473470458932468] User Vector: [1.6760100039885175, -0.17438384341817478] Predicted: 3.6077302369308892 Movie Vector: [1.6651318304174991, -0.8631767435036676] User Vector: [2.094511240350289, -0.7224319741586807] Predicted: 4.111223814331718 Movie Vector: [1.973636198257382, -0.5427148436172069] User Vector: [1.6186019908853282, -0.2640416491005152] Predicted: 3.337830802082764 Movie Vector: [1.4478404363218624, -0.43726956432300446] User Vector: [1.9210464345729774, -0.6561497059306606] Predicted: 3.068283004069665
avg loss: 1.045826669013474: 33%|██████████████▉ | 22753/70000 [00:42<01:22, 571.45it/s]
Movie Vector: [2.0174657974377443, -0.31834623036647347] User Vector: [2.2435795505973557, 0.21155681839654672] Predicted: 4.458996691516045 Movie Vector: [1.4759480825389435, -1.3272273301229276] User Vector: [1.715211253868251, -0.4385264015053513] Predicted: 3.113586986354424 Movie Vector: [2.021696395703512, -0.3823983341792531] User Vector: [1.9718112618202734, 0.29641269190847647] Predicted: 3.8730560014142514 Movie Vector: [1.3337317408126619, -0.26478312222809375] User Vector: [1.8182017249642222, -0.2161240002058034] Predicted: 2.4822193393480347 Movie Vector: [2.1525047078985144, -0.3235316185751761] User Vector: [0.9745373969694762, -0.34664827801548953] Predicted: 2.20984801346261 Movie Vector: [2.092081458275147, -0.3241191842485474] User Vector: [1.8224418486708855, 1.0832242136495263] Predicted: 3.4616030519026824 Movie Vector: [1.9817672409615388, -0.5021650990882581] User Vector: [1.9879829050703743, -0.2184758222714318] Predicted: 4.049430329799343 Movie Vector: [2.108004717548178, -0.46133859624390844] User Vector: [1.9815245704605464, -0.5690643013779847] Predicted: 4.439594468438699 Movie Vector: [1.762052329169505, 0.20162627118840118] User Vector: [1.9631552617025365, -0.390910083880842] Predicted: 3.3803645588214843 Movie Vector: [1.4569368365538042, -0.18513850841346652] User Vector: [1.838600944231992, -0.4481727783049146] Predicted: 2.761699483061087 Movie Vector: [1.48909588983543, -0.2995724109721679] User Vector: [1.7510077746820596, -0.39086745864191796] Predicted: 2.7245115873048613 Movie Vector: [1.828803667114081, -0.1422376087586988] User Vector: [2.1327302091641314, -0.45719624905960177] Predicted: 3.9653753286840288 Movie Vector: [1.9267707400492826, -0.12533557024801642] User Vector: [1.7932291995207195, -0.6807264662826062] Predicted: 3.5404607916729667 Movie Vector: [1.8693931828474568, -0.21747302930626458] User Vector: [1.4351379593882088, -0.22884597131762707] Predicted: 2.732604944352907 Movie Vector: [1.4396278010195958, -0.264799719868875] User Vector: [2.14641777949625, -0.3148529523709491] Predicted: 3.1734156815532653 Movie Vector: [1.875438836332203, -0.4861921118171392] User Vector: [1.8610217850637791, -0.47994970627711886] Predicted: 3.7235802922297814 Movie Vector: [2.207169061074181, -0.44233724429088545] User Vector: [0.9932226556190393, -1.458205207269277] Predicted: 2.8372287892343913 Movie Vector: [1.8861258348868428, -0.1842995878326612] User Vector: [2.0106628374525175, -0.12022428991508734] Predicted: 3.8145204100449033 Movie Vector: [1.9453562347180962, -0.4063292729655517] User Vector: [1.9973310615904205, -0.5507376538738937] Predicted: 4.109301263954372 Movie Vector: [1.7875741203529518, -0.24804817526656417] User Vector: [1.7991335630047591, -0.3098388941645912] Predicted: 3.292939568609841 Movie Vector: [2.1256100006545466, -0.308341975910986] User Vector: [1.8019912452291034, -0.4837979327727652] Predicted: 3.979505822483726 Movie Vector: [1.3456309048821016, -0.5629160280093173] User Vector: [1.726100618520769, -0.4727892031444867] Predicted: 2.5888349575374425 Movie Vector: [1.9585970923080576, -1.0734018635922749] User Vector: [1.8282431947717832, -0.5514276119190041] Predicted: 4.172695231582105 Movie Vector: [1.5708335608771242, 0.6845718870936938] User Vector: [1.6003163047578468, -1.2447273216581987] Predicted: 1.6617252280278576 Movie Vector: [1.6263996169741426, -0.09281833077730911] User Vector: [2.1928421631565724, -0.09774623044154652] Predicted: 3.5755102961919585 Movie Vector: [0.9813518357875693, -1.2096467048502486] User Vector: [1.452154763809527, -0.2561048438997219] Predicted: 1.7348711238316292 Movie Vector: [1.9175252578220012, -0.23077131137575632] User Vector: [1.84337338425813, -0.22112127989522704] Predicted: 3.585743471646293 Movie Vector: [1.6474356942623005, 0.1412893107377482] User Vector: [1.8771590570377172, -0.31241239393112147] Predicted: 3.048358302567239 Movie Vector: [1.8019549478806989, 0.16758745702271743] User Vector: [1.6180161590785032, -0.2664624989947666] Predicted: 2.870936451003981 Movie Vector: [1.2079831080543975, -0.5488995261246165] User Vector: [1.5736857161908675, -0.28981654754420877] Predicted: 2.0600659281551432 Movie Vector: [2.155798123064602, 0.6084374223345881] User Vector: [2.1698147566745583, -0.39613363012653413] Predicted: 4.436660055022657 Movie Vector: [2.07257738956349, -0.40983959771502254] User Vector: [1.7105823149714385, -0.5271234480182341] Predicted: 3.7613502908789243 Movie Vector: [1.3127868639217166, -0.37303580969379513] User Vector: [1.8866549337004923, -0.03011563751574831] Predicted: 2.4880100249402357 Movie Vector: [1.353785733448736, -1.5329741542428184] User Vector: [2.0333421209579265, 0.22573736197571326] Predicted: 2.406660013017511 Movie Vector: [2.2113752052344875, -0.2903707642566551] User Vector: [1.6708086839766498, -0.25623143041870966] Predicted: 3.769187012713685 Movie Vector: [1.768363606765082, -0.24473982484234183] User Vector: [1.4441533353383746, 0.16296635223823994] Predicted: 2.5139038442988086 Movie Vector: [2.0269945899844117, -0.31810905927829936] User Vector: [1.899128431216735, -0.12437804604105471] Predicted: 3.8890888389828975 Movie Vector: [1.8727797682038945, -0.5746883942037144] User Vector: [1.6491821548273262, 0.03586051192665071] Predicted: 3.067946353629069 Movie Vector: [1.5595162353559113, -0.244199740928849] User Vector: [1.7562482846829945, -0.3103011584642141] Predicted: 2.814673175785983 Movie Vector: [1.718746800734553, -0.34879697534752047] User Vector: [1.8588077398695837, -0.44963169254322555] Predicted: 3.3516500304609353 Movie Vector: [1.8340914651250746, -0.13198213774717052] User Vector: [2.028206768848376, -0.48598074204699104] Predicted: 3.78405750149303 Movie Vector: [1.6215537779423224, -0.22263180947648234] User Vector: [1.5854148150279614, -0.22974625654250552] Predicted: 2.621984207728825 Movie Vector: [2.107692532655543, -0.13419493339705688] User Vector: [1.801567091189221, -0.5970415670131237] Predicted: 3.877269458498089 Movie Vector: [1.3083930957853684, -0.6258258181858047] User Vector: [1.968024986981794, -0.8497059864818173] Predicted: 3.106718249507429 Movie Vector: [1.7735448853118014, -0.5216012230951123] User Vector: [1.65848188959446, -0.17309965588017795] Predicted: 3.03168106489695 Movie Vector: [1.833759368328195, 0.49396947098411614] User Vector: [1.955644869069715, -0.2012853577874599] Predicted: 3.486753278076436 Movie Vector: [2.062415425564419, -0.4451316867473349] User Vector: [1.7908716900146717, -0.6763074932384402] Predicted: 3.9945672939179677 Movie Vector: [2.087457372039084, -0.41442492962237193] User Vector: [1.7953157893515987, -0.501743895624213] Predicted: 3.955580358252681 Movie Vector: [1.8619464422021517, -0.08422431423715437] User Vector: [2.040786823300239, -0.37823340856807386] Predicted: 3.8316922143951384 Movie Vector: [1.356094705084389, -1.2984426959666124] User Vector: [1.5082278405606855, -0.13536379369641374] Predicted: 2.2210619178686475 Movie Vector: [1.0289919338726752, -1.6363596922802106] User Vector: [1.5917881335571389, -0.15348495934220008] Predicted: 1.8890937507033798 Movie Vector: [1.1399789198924908, -0.5152102570576151] User Vector: [1.5816836553530673, -0.4212531707814837] Predicted: 2.02011997944566 Movie Vector: [2.2764067026191475, -0.42947959774803074] User Vector: [2.2005381832363704, 0.0740031531437138] Predicted: 4.977537025244387 Movie Vector: [1.8479882655966937, 0.08863534132940235] User Vector: [1.6264932153191793, -0.2656741061994393] Predicted: 2.9821922608971088 Movie Vector: [2.090637802448683, -0.6798106685275135] User Vector: [1.6863130540631472, -0.43730770758535775] Predicted: 3.822756262632942 Movie Vector: [2.149670921528652, -0.20028070211323756] User Vector: [1.933400792281821, -0.18318325600924543] Predicted: 4.192863533957609 Movie Vector: [2.214512069945328, 0.22245446816181907] User Vector: [2.181555176023486, -0.08910094020186173] Predicted: 4.811259366290391 Movie Vector: [1.8500556916793331, -0.13580734274411962] User Vector: [1.8498953836458891, -0.4897141250035587] Predicted: 3.4889162575463954 Movie Vector: [1.8702758191334887, -0.5259826040419384] User Vector: [2.0443534197865056, -0.6694854919346938] Predicted: 4.175642489205664 Movie Vector: [1.9864382548492099, -0.2633178186560692] User Vector: [2.0394504605404453, -0.4181897481866697] Predicted: 4.161359225964224 Movie Vector: [1.6551033009938805, -0.3356340193980282] User Vector: [1.5161778019892542, -0.6471448306341505] Predicted: 2.7266347056044573 Movie Vector: [2.2814518034708327, -0.5033435479790818] User Vector: [2.1052434010466086, 0.07450341382206556] Predicted: 4.765510541413102
avg loss: 1.045519545294277: 33%|██████████████▉ | 22815/70000 [00:42<01:22, 574.96it/s]
Movie Vector: [1.4856704800934268, -0.46436093677814605] User Vector: [1.571060780032624, -0.24082842439521704] Predicted: 2.4459099360819896 Movie Vector: [1.779890876235201, -1.1223973749482348] User Vector: [2.269433902536766, -0.2704445212431661] Predicted: 4.342890918056498 Movie Vector: [1.4373285907233035, 0.7319732969786417] User Vector: [1.6030865972423782, 0.25689285923884914] Predicted: 2.4922009127691345 Movie Vector: [1.4535988110134908, 0.1161611523943368] User Vector: [1.6902985173778935, -0.6966089060831077] Predicted: 2.3760970218196 Movie Vector: [2.2504425195106568, -0.3725116538905563] User Vector: [1.995921781816797, -0.10632054810694413] Predicted: 4.53131288663586 Movie Vector: [1.814755175468956, -0.15508802212489964] User Vector: [1.619480335877573, -0.17647733763124965] Predicted: 2.966329842347127 Movie Vector: [2.03467221893923, -0.3186118838750628] User Vector: [1.9498628611138749, -0.7616386833116644] Predicted: 4.209998929971815 Movie Vector: [1.874726140431606, 0.08123584218197241] User Vector: [1.7217075877368069, -0.09488300941784983] Predicted: 3.2200223197308158 Movie Vector: [2.123184524036625, -0.19983641556482398] User Vector: [2.0904973214116755, 0.19721010528419922] Predicted: 4.3991017998081325 Movie Vector: [1.3232341336809148, -0.5324604683118577] User Vector: [1.7959832180146615, -0.13595536892911808] Predicted: 2.448897157004602 Movie Vector: [0.7981634016588446, -0.25523161170422953] User Vector: [2.027398369063576, -0.23992544469342036] Predicted: 1.679431736707333 Movie Vector: [1.2012244510087953, -1.0918620969227786] User Vector: [2.4792688614100995, -0.47673067458344365] Predicted: 3.4986825309686376 Movie Vector: [1.7490886458854642, -0.4907751544972442] User Vector: [2.042420804341019, -0.7591053847447067] Predicted: 3.9449251014709072 Movie Vector: [2.2993123798976085, -0.388655925093917] User Vector: [1.9152053090738954, -0.6084755194181146] Predicted: 4.640142893095682 Movie Vector: [1.4729070233501338, -0.18903136129653147] User Vector: [1.3465718570839031, 0.17647153511154295] Predicted: 1.95001649123229 Movie Vector: [1.7367410131636092, -0.350523746082548] User Vector: [1.7329429572369608, -0.5793072851223294] Predicted: 3.21273406702045 Movie Vector: [1.5604195326782515, -0.8145237821714955] User Vector: [1.7156026470779473, -0.7391841917770248] Predicted: 3.2791429844225437 Movie Vector: [1.8909029167471092, -0.2849556936406107] User Vector: [1.8792383790235618, -0.4495786703668738] Predicted: 3.681567334019179 Movie Vector: [1.5005271674059115, 0.09599046018067828] User Vector: [1.9065825619439016, 0.013899939985722838] Predicted: 2.862213192734902 Movie Vector: [1.7838212077664541, -0.6245286905168649] User Vector: [1.6464410752230332, -0.40717294307776125] Predicted: 3.1912476922749025 Movie Vector: [1.4258698056241026, -0.42776451879385663] User Vector: [2.211103467349268, -0.3055960977291468] Predicted: 3.283468838894469 Movie Vector: [1.899719385570857, -0.18511239192291878] User Vector: [1.6250775629900684, -0.2644346026859462] Predicted: 3.1361414712788607 Movie Vector: [1.8441664773495747, -0.538559702227541] User Vector: [2.0283873831055685, -0.4269097929753398] Predicted: 3.9706004259849386 Movie Vector: [2.182008708208779, -0.34326777584536067] User Vector: [1.7460983672023724, -0.6027380822332236] Predicted: 4.016902403530203 Movie Vector: [1.5621609757797668, 0.0385361455482284] User Vector: [1.5192870059896315, -0.6549601607797799] Predicted: 2.3481312316821823 Movie Vector: [1.3988486549623402, -0.319364333599262] User Vector: [1.9899505514580595, -0.19204425447052414] Predicted: 2.8449717376992196 Movie Vector: [1.7402577924674512, -0.09789357406039274] User Vector: [1.7750064014441145, -0.09257345927853382] Predicted: 3.098031068584639 Movie Vector: [1.8865948626777882, -0.7449543637861109] User Vector: [1.8514291239741694, -0.5456187457862871] Predicted: 3.8993577395387047 Movie Vector: [2.0265761643579867, -0.3562396031344634] User Vector: [1.8467649347266135, -0.4865426321459105] Predicted: 3.915935552072744 Movie Vector: [1.584736717173306, -0.4635572702174322] User Vector: [1.6236159432429336, -0.4169205488094515] Predicted: 2.7662703513487106 Movie Vector: [1.2953753907545569, 0.026720798776660424] User Vector: [1.7687180917035756, -0.41087461145395526] Predicted: 2.2801749913600737 Movie Vector: [2.0400661748313427, -0.6666960439986261] User Vector: [1.7474759559855417, -0.4180175948099518] Predicted: 3.8436572659187833 Movie Vector: [1.6399213035846028, -0.5375139173260919] User Vector: [1.9310265099717405, -0.11947657917497617] Predicted: 3.230951835590345 Movie Vector: [1.7407451151416717, 0.07558067641654255] User Vector: [2.027767136965578, -0.4166410329065058] Predicted: 3.498335727227682 Movie Vector: [2.0223945477470515, -0.0420887108848208] User Vector: [1.567115202941953, -0.1749200029993863] Predicted: 3.1766873995555334 Movie Vector: [2.133715749276844, -0.24087812119564028] User Vector: [1.9411008833961036, -0.25729591505680316] Predicted: 4.203734482447658 Movie Vector: [1.7852557696180018, 0.3578714360757784] User Vector: [1.85899746879419, -0.4061758129810801] Predicted: 3.173427235379303 Movie Vector: [1.9533556499558655, -0.6846678576552027] User Vector: [1.6203598526866025, -0.02369171349589491] Predicted: 3.181360027930444 Movie Vector: [1.6713431403980226, -0.531971919816112] User Vector: [2.1484546712403207, -0.7503953546901779] Predicted: 3.989994234689225 Movie Vector: [2.0099728251739655, 0.10759309227532568] User Vector: [1.8157258579098, -0.5030457658089907] Predicted: 3.595435382864984 Movie Vector: [1.8063915881897452, 0.19279728868205329] User Vector: [1.8536901946589222, -0.2680682858985893] Predicted: 3.296807536038795 Movie Vector: [1.8442167546645252, -0.27378675259092533] User Vector: [1.810995913250539, -0.5976418918370378] Predicted: 3.503495438623987 Movie Vector: [2.010252418362843, -0.17598215680762166] User Vector: [1.4794800993289459, -0.5028008362465595] Predicted: 3.0626124232030576 Movie Vector: [2.083964979906099, -0.4077038128975432] User Vector: [1.7396646332707182, -0.7440280053168447] Predicted: 3.928743227187594 Movie Vector: [1.9646198055265602, -0.38305490330526715] User Vector: [1.6029399481806994, -0.09914512622364885] Predicted: 3.1871455960043087 Movie Vector: [1.7169306272910143, -0.49750271019966064] User Vector: [1.970535706814094, -1.0351808247030898] Predicted: 3.8982783730361716 Movie Vector: [2.212819525922636, 0.10161303264252307] User Vector: [1.930360253286122, -0.25216578563982156] Predicted: 4.245915530328949 Movie Vector: [2.2484293067031906, -0.1793300652948889] User Vector: [1.9245715095516112, -0.07635743085878376] Predicted: 4.340956167983498 Movie Vector: [2.1812260477072534, -0.21524109955142134] User Vector: [1.7578558142521552, 0.4757216367919529] Predicted: 3.731886041976942 Movie Vector: [2.055115119546167, 0.7115160725271916] User Vector: [2.035486537236058, -0.2748038358773141] Predicted: 3.9876318122876615 Movie Vector: [1.5881522526469323, -0.45547843512430086] User Vector: [1.604007599244799, 0.7866684873158183] Predicted: 2.1890977504392155 Movie Vector: [1.7288553404200897, -0.5673712921700178] User Vector: [1.5362472390914288, 0.0057904767817888655] Predicted: 2.652663893214871 Movie Vector: [1.4688466866017926, -1.3254117230955365] User Vector: [1.6088086523152798, -0.2480903440328108] Predicted: 2.6919151086974864 Movie Vector: [2.1804342269702914, -0.290551128569589] User Vector: [1.7629746190324804, -0.1990961354052767] Predicted: 3.9018978074541772 Movie Vector: [2.0454585415509445, -0.03169353378729294] User Vector: [1.722607761900293, -0.4873091006611641] Predicted: 3.53896730776757 Movie Vector: [1.4554956041949387, -0.04032444444523568] User Vector: [2.0906873209946193, -0.2889285504063174] Predicted: 3.054637088733263 Movie Vector: [1.6089838836422208, 0.07900770204388928] User Vector: [1.6274290192978274, 0.12154623892111562] Predicted: 2.6281101528511037 Movie Vector: [1.6886726332857998, -0.2537326007037707] User Vector: [2.048231825678233, 0.19971049037266106] Predicted: 3.4081199685377617 Movie Vector: [1.5651281696974666, -0.7819969881951775] User Vector: [1.6391816421656127, -0.5456063325674795] Predicted: 2.9921918722123384 Movie Vector: [2.3047814855737823, 0.04989074086192684] User Vector: [1.7333842331477751, 0.17765881166289188] Predicted: 4.003935417679012 Movie Vector: [2.09129926976417, -0.577554577701551] User Vector: [2.053029105231536, -0.19918065142449726] Predicted: 4.408535965595094 Movie Vector: [1.8003306952583285, -0.19001992020061986] User Vector: [1.5825781656515894, -0.5173251035842334] Predicted: 2.947466124169029 Movie Vector:
avg loss: 1.0464916217196354: 33%|██████████████▋ | 22883/70000 [00:42<01:17, 605.07it/s]
[1.3643203767529148, -1.1465813852041231] User Vector: [1.4723410090192606, -0.6382552833695156] Predicted: 2.740556467053594 Movie Vector: [1.7125136157329959, 0.41993882593778536] User Vector: [1.5443246194994054, -0.5644615514223905] Predicted: 2.40763761681307 Movie Vector: [2.142194779721391, -0.23246788751425443] User Vector: [2.087034410133775, -0.4390664511526008] Predicted: 4.572903068865311 Movie Vector: [2.040453258551951, 0.27834759705822826] User Vector: [2.3563966444357045, 0.704645669810407] Predicted: 5.004253640548928 Movie Vector: [1.7134546117154739, 0.4486768546740836] User Vector: [1.6578778990543837, -0.08757798937396025] Predicted: 2.801404314984906 Movie Vector: [1.9207871707694415, -0.4478449752352278] User Vector: [1.5188794223765365, -0.5707011667500382] Predicted: 3.1730297583364373 Movie Vector: [2.100576926219119, -0.35652022043735865] User Vector: [1.735703514120803, -0.11240315481083607] Predicted: 3.6860527500506133 Movie Vector: [1.9236746081561322, 0.07853830053368323] User Vector: [2.026787798023042, -0.11982020524396045] Predicted: 3.8894697478881475 Movie Vector: [0.9240035026067979, -0.8011432348132999] User Vector: [1.021265786693045, -0.23368893969888466] Predicted: 1.1308714770873152 Movie Vector: [1.2774975226102612, -0.21035872794014793] User Vector: [2.1910416389718743, -0.1501939774364696] Predicted: 2.8306448797603028 Movie Vector: [1.0456195367993397, -0.74234424864121] User Vector: [2.0096738066493955, -0.07067563542364427] Predicted: 2.153819846302312 Movie Vector: [1.7682812126797127, -0.08023095186646231] User Vector: [1.8843600755893204, -0.49224408031916517] Predicted: 3.3715717307029567 Movie Vector: [1.8456483451967882, -0.13998768497336445] User Vector: [1.9552823134995503, -0.3397236876211455] Predicted: 3.6563206988636914 Movie Vector: [1.6860422208952879, -0.08116125644808383] User Vector: [1.8777132111128556, 0.019025719870123664] Predicted: 3.1643596013396533 Movie Vector: [2.1362291950200705, -0.35981851925402886] User Vector: [1.537454743893602, -0.6377563147915246] Predicted: 3.5138322427608104 Movie Vector: [2.0500245032304565, -0.6690781977967752] User Vector: [2.020379526956738, 0.4933589712802169] Predicted: 3.811731804715433 Movie Vector: [1.772405406511657, -0.5234563229863433] User Vector: [1.617387837719031, -0.7024354027112404] Predicted: 3.2343612010380665 Movie Vector: [1.5675765579760101, 0.21227559908714239] User Vector: [1.8999904773512282, -0.2631266281613348] Predicted: 2.9225251700447075 Movie Vector: [1.9899683088731794, -0.2517101282241441] User Vector: [1.7318409197242202, 0.5281698729081882] Predicted: 3.313362839827128 Movie Vector: [2.061104693727202, 0.09863034575837723] User Vector: [1.9618730687001542, -0.3329755843018114] Predicted: 4.010784293386092 Movie Vector: [2.068236719913325, -0.24982471878186593] User Vector: [1.854180041151238, 0.5126952566522837] Predicted: 3.7067992981254374 Movie Vector: [2.17614995555653, 0.25884537544018077] User Vector: [1.9127846851965968, -0.39539365576639324] Predicted: 4.060160488406267 Movie Vector: [-0.3803788231297494, -0.08704698446674086] User Vector: [1.0168580448106759, -0.22986727389361336] Predicted: -0.36678201335507343 Movie Vector: [2.5271272386455195, 0.24143102281282158] User Vector: [1.799329798360369, 0.9382735244286081] Predicted: 4.773663681424028 Movie Vector: [1.9414124231754069, -0.15662636957042775] User Vector: [1.7958855033625196, -0.26656476157043524] Predicted: 3.5283054976887986 Movie Vector: [1.8375592577930502, -0.3613486082135821] User Vector: [1.5392815236547555, -0.4229892261722312] Predicted: 2.9813675823082635 Movie Vector: [1.7111780473180271, -0.5150918495150987] User Vector: [1.6531760198834993, -0.6572479771421463] Predicted: 3.1674215897134395 Movie Vector: [2.0197470697184134, -0.31278195027948724] User Vector: [1.720810897740231, 0.2604810804796622] Predicted: 3.394128987887007 Movie Vector: [2.0823837959286617, -0.3334416383038352] User Vector: [1.3795019302310016, -0.6761018921158521] Predicted: 3.0980929885327817 Movie Vector: [2.095469629760506, -0.5980672861382191] User Vector: [1.9252556501735665, -0.25550712476932225] Predicted: 4.187125197163294 Movie Vector: [1.5738475316819658, -0.6178603582774503] User Vector: [1.7170159616468397, -0.37109171144381875] Predicted: 2.9316041908828856 Movie Vector: [1.8398773904833248, 0.23327316288359795] User Vector: [1.5299663464733915, -0.38334727763031995] Predicted: 2.7255258571411285 Movie Vector: [1.9332004054866827, -1.2082249337142106] User Vector: [2.0956777688458303, -0.05041227039161146] Predicted: 4.112274474554473 Movie Vector: [2.00721931064023, -0.805131226474456] User Vector: [2.1485440018916924, -0.6673454324400719] Predicted: 4.849899656859845 Movie Vector: [1.640713331051875, -0.6323117929056057] User Vector: [1.5965248327353936, -0.543406831182749] Predicted: 2.963042124126643 Movie Vector: [2.25762113201228, -0.5175108547166002] User Vector: [1.7622846470772524, -0.9418938530301469] Predicted: 4.466011352796351 Movie Vector: [1.990246272880063, -0.6836755176751079] User Vector: [1.474892255374236, -0.5023992057513681] Predicted: 3.2788768512298727 Movie Vector: [2.104359240306378, -0.6317368189856268] User Vector: [2.183812000658178, -0.35027649263527394] Predicted: 4.816807519899846 Movie Vector: [1.4879341755256208, -1.088333696448011] User Vector: [2.1595258148922176, -0.6717504321942871] Predicted: 3.9443208938685035 Movie Vector: [1.6236655470180723, -0.5365081402554815] User Vector: [2.1750365452592373, -1.0920976482073708] Predicted: 4.117451180259759 Movie Vector: [1.8212347701590879, -0.36862410693608383] User Vector: [1.8873620350845837, 0.7109172439524956] Predicted: 3.175268128016809 Movie Vector: [1.7888666341234887, -0.004467104963819379] User Vector: [1.9608894316249663, 0.043707981484727494] Predicted: 3.5075744292982254 Movie Vector: [1.4349486636486324, -0.14020288109193838] User Vector: [1.5454397595113694, -0.724822263103828] Predicted: 2.319248887227039 Movie Vector: [1.870720662214365, 0.15483967040196706] User Vector: [1.8082781616156827, -0.7996444169321025] Predicted: 3.2589666420089247 Movie Vector: [1.3770709796090783, -1.7792029409867258] User Vector: [1.520403492637741, -0.5107627389943791] Predicted: 3.0024540943729527 Movie Vector: [1.4358137626016072, 0.13100697347561144] User Vector: [1.8732285485961515, 0.19181792476453047] Predicted: 2.7147368163543617 Movie Vector: [1.9906606891341687, 0.4574372989023095] User Vector: [1.9790902164023996, -0.6175056241618403] Predicted: 3.657226989268715 Movie Vector: [1.4102061188792496, -0.2877922854471632] User Vector: [1.8292308808088171, -0.4563590910324413] Predicted: 2.7109292067522897 Movie Vector: [1.920479543897089, -0.8190239613576412] User Vector: [1.5331790452941798, -0.3559780509764809] Predicted: 3.23599354708627 Movie Vector: [1.5681527731530698, -0.22788652098284798] User Vector: [1.869836693953987, 0.08618465998364583] Predicted: 2.91254927464155 Movie Vector: [1.923014974780986, -0.5203004667873933] User Vector: [2.2016981797385933, -0.4625603236138332] Predicted: 4.474568921878959 Movie Vector: [2.1204730120388477, -0.2975349511336697] User Vector: [1.874364568181522, -0.33649078543790073] Predicted: 4.074657250952962 Movie Vector: [2.304532838583449, 0.04986525642057711] User Vector: [1.8351342719187698, -0.6761132702697319] Predicted: 4.195412631255378 Movie Vector: [2.0612735302384038, -0.29106894449552606] User Vector: [1.878106289732729, -0.5497883705467572] Predicted: 4.031317102711292 Movie Vector: [2.2968400994408618, -0.17866312133580986] User Vector: [2.1160711596709323, -0.0956790086750522] Predicted: 4.877371403138724 Movie Vector: [1.7620875641986145, 0.11812302093540047] User Vector: [1.8633031263755693, -0.023480089436570067] Predicted: 3.280529728222709 Movie Vector: [1.5856212714834308, 0.22675988803473068] User Vector: [1.7210509935545324, -0.04480400444989964] Predicted: 2.718775313655193 Movie Vector: [1.8264818439347834, -0.12395141004651573] User Vector: [2.047969478851759, -0.10193978774607378] Predicted: 3.7532146504862864 Movie Vector: [1.5489969240888852, 0.6013262136469515] User Vector: [1.4250783642357512, -0.6489172697857377] Predicted: 1.8172310379764238 Movie Vector: [1.9209948073102945, -0.36597879209028356] User Vector: [1.982572489783213, -0.5177999277668859] Predicted: 3.9980152500983555 Movie Vector: [1.7298903839349067, -0.4368135113523548] User Vector: [1.6334546231768945, -0.21974530783295562] Predicted: 2.9216851647454436 Movie Vector: [1.5517475208021807, 0.12469393625290102] User Vector: [1.9581484629878296, -0.379835675014689] Predicted: 2.991188817357106 Movie Vector: [2.2291677466856683, -0.1756032886847509] User Vector: [1.7280647061434866, 0.9314651596412483] Predicted: 3.688577761792638 Movie Vector: [1.644126900837465, 0.14183998760820352] User Vector: [1.201126085714242, -0.21337362751141073] Predicted: 1.9445387961382563 Movie Vector: [1.9752539028004708, -0.6785685989880839] User Vector: [1.9248646971214045, -0.49408186738448445] Predicted: 4.1373649458884065 Movie Vector: [2.1634514890464542, -0.4671797075896815] User Vector: [2.0389139487498604, 0.24651247834605927] Predicted: 4.295925790909552 Movie Vector: [1.2803773558886233, -0.9461473188072488] User Vector: [1.8241513027497296, -0.06406472910555136] Predicted: 2.3962166934288165 Movie Vector: [2.060727334257193, -0.5745885515433877] User Vector: [1.9724531293078988, -0.5997170511058637] Predicted: 4.409278630836715
avg loss: 1.0468687679839268: 33%|██████████████▊ | 22950/70000 [00:43<01:15, 623.11it/s]
Movie Vector: [1.7518425344529092, -0.35280510365397055] User Vector: [1.5976015820110057, -0.011987091277143022] Predicted: 2.8029755114566797 Movie Vector: [1.7210798697383771, 0.07349857406809379] User Vector: [2.02188728350183, -0.1905802076917428] Predicted: 3.4658221290040663 Movie Vector: [1.7672046605537626, -0.056727579328879826] User Vector: [1.7384928345845905, 0.7774676333554918] Predicted: 3.0281687827703996 Movie Vector: [2.0011167176984643, -0.9492968352425469] User Vector: [1.7792465546541707, -0.2071181741775739] Predicted: 3.757096652693841 Movie Vector: [1.7826089486746788, 0.19703253484481154] User Vector: [1.6702812760907564, -0.08433010165171423] Predicted: 2.9608425758709864 Movie Vector: [1.6458855807447963, -0.1195710417263972] User Vector: [1.9619931158957182, -0.4848876299286212] Predicted: 3.2871946980041256 Movie Vector: [2.07905094788192, -1.1938259849244457] User Vector: [1.6155524246276434, -0.2186790470323888] Predicted: 3.619880528480817 Movie Vector: [1.707182066741958, 0.15320146986720248] User Vector: [2.238527690994657, -0.47252509879727345] Predicted: 3.749182790286474 Movie Vector: [1.5214873021043922, -0.6410125903816178] User Vector: [2.0070324896821408, 0.19035373703652841] Predicted: 2.9316553058957355 Movie Vector: [1.9716199386379663, 0.15650724747952643] User Vector: [1.9080809908454148, -0.36937522475669954] Predicted: 3.704200626373104 Movie Vector: [1.9934437893337105, -0.36540153763835836] User Vector: [1.966555562518721, -0.6690242167724061] Predicted: 4.164680450008541 Movie Vector: [2.0571728432541447, -0.35370939715029187] User Vector: [1.7315728194838838, -0.4911658543969096] Predicted: 3.735874558618796 Movie Vector: [2.211788790294855, -0.3704526124421181] User Vector: [1.90351548099358, -0.17303921885511395] Predicted: 4.27427703369414 Movie Vector: [2.2227573782335535, -0.2553353642403755] User Vector: [1.7797189651793115, -0.22753485519245067] Predicted: 4.013981156162444 Movie Vector: [1.2880117951729968, -0.7845585486030461] User Vector: [1.6964463936839442, -0.21794078085580046] Predicted: 2.3560302676532547 Movie Vector: [1.5940240021170653, -0.5574461552115527] User Vector: [2.158451069060577, -0.16835812714834175] Predicted: 3.5344734021552604 Movie Vector: [2.1867383155433497, -0.29126306149170744] User Vector: [1.4700860740359063, -0.4457516389967169] Predicted: 3.344524532280144 Movie Vector: [1.6452003638218429, -0.051300960535774806] User Vector: [1.8976456823344994, 0.11698996706122883] Predicted: 3.116005669298378 Movie Vector: [1.5666134977370296, -0.2589364767301104] User Vector: [1.7707714700739847, -0.20013509537085464] Predicted: 2.8259367628909207 Movie Vector: [1.7328854580926836, -0.9833178057021257] User Vector: [1.9299313343518951, -0.1945071789255797] Predicted: 3.53561231679022 Movie Vector: [2.26017043851625, -0.24099466201429112] User Vector: [1.9688129184912828, 0.01788088794317817] Predicted: 4.445543558796519 Movie Vector: [1.9471776213195915, -0.15451870782148858] User Vector: [1.615071938540572, -0.30862217295765443] Predicted: 3.1925198349179293 Movie Vector: [2.160911134016979, -0.3016263081211646] User Vector: [2.1346593382151458, 0.4203696318400753] Predicted: 4.486014591184249 Movie Vector: [2.13111105382692, -0.788189061559053] User Vector: [1.864928336740431, -0.043987627251024855] Predicted: 4.009039959665779 Movie Vector: [1.849349363332484, -0.3799307284736509] User Vector: [1.7052502488361077, -0.34429166822620955] Predicted: 3.284410446324208 Movie Vector: [1.592046231393722, -1.8229694030111097] User Vector: [1.9114504468463387, -0.3442127797768164] Predicted: 3.670606846056097 Movie Vector: [2.1543603846742765, -0.1755978780656097] User Vector: [1.607508539957026, -0.4364057934360268] Predicted: 3.5397846478119077 Movie Vector: [1.1087943175262833, -1.2476607803665511] User Vector: [2.4218430627688425, 0.4761372032558261] Predicted: 2.0912681113628313 Movie Vector: [2.2399197849237185, -0.19882551078024932] User Vector: [1.6154370825127418, -0.372510670238427] Predicted: 3.692514106700988 Movie Vector: [1.7039120689862572, 0.08314868465354823] User Vector: [1.4973008268899135, -0.12490132301767293] Predicted: 2.540883569120419 Movie Vector: [1.6421967033324603, 0.20194157506196733] User Vector: [1.8910328107792815, 0.4400427387633814] Predicted: 3.194310771515711 Movie Vector: [1.206038701338839, 0.2747852338985391] User Vector: [1.726679503954785, -0.23635648574510304] Predicted: 2.017495034359115 Movie Vector: [1.845330810235928, -0.5665752861059935] User Vector: [2.0576567943098625, -0.08507755052754795] Predicted: 3.845260316962624 Movie Vector: [2.192758588664142, -0.36872267052269897] User Vector: [2.005915886594154, -0.31820748656361947] Predicted: 4.515819602693232 Movie Vector: [2.024924900025809, -0.3969487361320421] User Vector: [1.8639877319903257, 0.8630248271341346] Predicted: 3.4318585574683755 Movie Vector: [1.9739353413078846, 0.09605066525025338] User Vector: [1.757044357913783, 0.22582223537011262] Predicted: 3.4899823302672353 Movie Vector: [1.4079900942655166, -0.4459427745588301] User Vector: [1.862455202951693, -0.015381964320455811] Predicted: 2.629177952616485 Movie Vector: [2.1153723847171864, -0.2966192732965897] User Vector: [2.0266454212374962, -0.2016140739116373] Predicted: 4.346912377789364 Movie Vector: [1.496155514217468, -0.3092350613935183] User Vector: [1.8072921036749712, -0.5321782585440027] Predicted: 2.8685582231681463 Movie Vector: [1.090211107114049, -1.0836968284846165] User Vector: [2.0012802148493294, -0.21033773748184706] Predicted: 2.409760257696037 Movie Vector: [2.127586630404933, -0.310481142562148] User Vector: [1.76051696754446, 0.10207118108845664] Predicted: 3.7139611858216166 Movie Vector: [1.570690143227837, -0.33118265303479466] User Vector: [2.021573387127496, -0.31924903437232804] Predicted: 3.280995135155094 Movie Vector: [1.6651754436317283, 0.12416928775569214] User Vector: [2.542043505581761, -0.5299764862374966] Predicted: 4.167141619314888 Movie Vector: [1.805142786536088, -0.3321477343507276] User Vector: [1.6416461473284767, -0.9142400840998969] Predicted: 3.2670684734811593 Movie Vector: [1.8845173972440228, -0.14493022836021388] User Vector: [1.9586468340262713, -0.37979562736153366] Predicted: 3.7461479007831517 Movie Vector: [1.831347294928243, -0.3954414598380433] User Vector: [2.0700549511599595, -0.44143353483876774] Predicted: 3.965550656597718 Movie Vector: [1.6861582943858104, 0.3067090091425379] User Vector: [1.898262834221683, -0.1928842267248634] Predicted: 3.1416122927892 Movie Vector: [1.7289690897388856, 0.08105848675431561] User Vector: [1.535527699497778, -0.19948381085550043] Predicted: 2.6387100730295874 Movie Vector: [2.1277342467125897, -0.3556681571012292] User Vector: [2.0426177823016163, -0.08996532852959764] Predicted: 4.3781456109483985 Movie Vector: [1.6582031922499472, -0.25670348853705394] User Vector: [1.5831384187728572, -0.35912549616824085] Predicted: 2.7173539474716732 Movie Vector: [2.025088737519211, -0.534676821031726] User Vector: [2.050225458399602, 0.10432778860666292] Predicted: 4.096106834822715 Movie Vector: [1.8678028409933916, -0.56152746326658] User Vector: [1.911742891336292, -0.6869797977303115] Predicted: 3.9565168268217366 Movie Vector: [1.909233336495164, -0.15947942537297508] User Vector: [1.961555412548485, -0.25478972529348853] Predicted: 3.7857007040008352 Movie Vector: [1.6184225558819907, -0.6182332120277775] User Vector: [2.3896198795465016, 0.2946671327790394] Predicted: 3.6852417050650628 Movie Vector: [2.099104049781301, -0.22397795629082587] User Vector: [2.085440417427475, -0.35167670490490316] Predicted: 4.456324255439312 Movie Vector: [1.9944987357070862, -0.027282015132987152] User Vector: [1.8512559760393084, -0.4497809013572999] Predicted: 3.7045986330379472 Movie Vector: [2.291461561791724, 0.054681069537626775] User Vector: [1.9482775115457491, -0.502570036572387]
avg loss: 1.0466991058229547: 33%|██████████████▊ | 23013/70000 [00:43<01:17, 604.02it/s]
Predicted: 4.436921962292974 Movie Vector: [2.1101712511622686, -0.031090509756276443] User Vector: [2.1247432907605606, 0.07020126566408595] Predicted: 4.481389615127815 Movie Vector: [1.964129421486121, -0.19501880778513492] User Vector: [1.8133771306770639, 0.10919719418078432] Predicted: 3.5404118679902847 Movie Vector: [1.8490267465140038, -0.08847643420207232] User Vector: [1.9655210366652307, -0.27429310800547324] Predicted: 3.6585694437524716 Movie Vector: [1.6711738915494625, -0.6852594489054368] User Vector: [1.8954917145239871, -0.46988148078471276] Predicted: 3.489686989534217 Movie Vector: [2.177390392098739, -0.2918117749032594] User Vector: [2.164632593376294, 0.0696135509222315] Predicted: 4.692936157389385 Movie Vector: [0.9138807022176968, -1.006517675509456] User Vector: [1.6078670319848445, -0.4855312405254136] Predicted: 1.9580944278638555 Movie Vector: [1.9744431376653557, -0.2608582173410874] User Vector: [2.0456768364951547, -0.34657987994042344] Predicted: 4.1294808013463795 Movie Vector: [2.1649052462911755, -0.43097814784408217] User Vector: [2.1804312121099083, 0.6138511298385563] Predicted: 4.45587054728395 Movie Vector: [1.9222043698892282, -0.14276974902053025] User Vector: [1.8562652047887023, -0.14165047544543763] Predicted: 3.5883444911461506 Movie Vector: [2.1574160467738257, -0.5185068610889164] User Vector: [2.0324491911621174, -0.3508388533096682] Predicted: 4.566750851843266 Movie Vector: [1.5701046798902263, -1.2978978633956442] User Vector: [2.2167807830858486, -0.7136289723872196] Predicted: 4.406795400332413 Movie Vector: [2.3117715562529044, -0.13107800534785935] User Vector: [2.062050458701934, -0.30316261944513884] Predicted: 4.806727549438286 Movie Vector: [1.6072039698755987, -0.7960594801726999] User Vector: [1.8940772940616681, -0.2542671814448277] Predicted: 3.246580346553092 Movie Vector: [1.9222194025226829, -0.4990017898987825] User Vector: [1.5001615553682157, -0.33055212575937887] Predicted: 3.0485857510561676 Movie Vector: [1.6312981960400434, -0.46468113087493085] User Vector: [1.7143429505895462, -1.492379068235667] Predicted: 3.4900849558125175 Movie Vector: [1.4730549769887005, -0.3702008162557062] User Vector: [1.9929976415137487, 0.043627801810604494] Predicted: 2.9196440471168414 Movie Vector: [1.179814506714108, -0.7455984608035823] User Vector: [2.0418399323395087, -0.3030852012349314] Predicted: 2.634972232095414 Movie Vector: [2.298124669673637, -0.09537403030402755] User Vector: [2.0318957299071094, -0.67287004711495] Predicted: 4.733724031368263 Movie Vector: [1.6544893882047025, -0.3491623228684921] User Vector: [1.7407875451462353, 0.15481416846127755] Predicted: 2.826059245890467 Movie Vector: [1.3652774101257812, -0.4455900117206007] User Vector: [1.9375702366085146, -0.7271043673879206] Predicted: 2.969311318160153 Movie Vector: [1.8007439035722237, 0.6147360002042913] User Vector: [1.7526443283250668, -0.45466312479767246] Predicted: 2.876565798583293 Movie Vector: [1.681755789545892, -0.12516176911038504] User Vector: [1.7206999048583087, -0.9836084298760577] Predicted: 3.016907198261702 Movie Vector: [2.05255061391594, -0.34472993467078056] User Vector: [2.0380375359786025, -0.22021860068024582] Predicted: 4.259091139482402 Movie Vector: [1.9094001215327345, -0.4120860108113743] User Vector: [1.5082988826589547, 0.23398400776824546] Predicted: 2.783524533501822 Movie Vector: [1.716523148058252, -0.1899174905854178] User Vector: [1.9796126558181515, 0.09665787675553658] Predicted: 3.379693926502204 Movie Vector: [1.8856340124573518, -0.28412803797543307] User Vector: [1.7189479129786607, -0.27789789219663114] Predicted: 3.32026523322248 Movie Vector: [2.319369565132189, 0.6122255367655596] User Vector: [1.7236079519007275, -0.19233971045707693] Predicted: 3.879928543382457 Movie Vector: [1.9527416282546421, -0.11736398523483883] User Vector: [1.1934493641723931, -0.37955178006812] Predicted: 2.375043964145238 Movie Vector: [2.0852692494415273, -0.10578765585937247] User Vector: [1.7041289401406887, -0.14935045640707595] Predicted: 3.5693671106435914 Movie Vector: [1.613389638436912, 0.213587286842437] User Vector: [2.006750923156164, -0.7566915615480437] Predicted: 3.0760514487362496 Movie Vector: [1.115128062056986, -0.6165288795740279] User Vector: [2.1932563111491725, 0.2466607974125004] Predicted: 2.293688154782465 Movie Vector: [2.012112580748754, -0.3859924289433673] User Vector: [1.2955678837604558, 0.18301733220261385] Predicted: 2.5361851335328307 Movie Vector: [1.852214714734763, 0.5238512247058793] User Vector: [1.8757270343821868, 0.7132722076361436] Predicted: 3.847897733427345 Movie Vector: [2.168972142077618, -0.1955169740223305] User Vector: [1.8281106510561163, -0.06389636928696824] Predicted: 3.9776138995500943 Movie Vector: [1.652580998351929, -0.6079816845293271] User Vector: [1.8615549740144046, -0.5994069297012735] Predicted: 3.4407988122820563 Movie Vector: [1.4864486630687914, 0.21480971788175676] User Vector: [1.9715291960886003, -0.2586514564146135] Predicted: 2.8750160913448606 Movie Vector: [1.7789247313171317, -0.3174117281104217] User Vector: [1.550047831915872, 0.13278518199924194] Predicted: 2.715270848833809 Movie Vector: [2.1159543401228476, -0.13865521377932674] User Vector: [2.04195527729652, -0.31565798022645547] Predicted: 4.364451756061774 Movie Vector: [1.6949230994883995, 0.23469938810726612] User Vector: [1.7938904323714464, -0.3388685751529133] Predicted: 2.9609740845404273 Movie Vector: [1.6563449422414547, 0.035966500498812295] User Vector: [2.0783363826285224, -0.3040860352635272] Predicted: 3.431505045104166 Movie Vector: [1.9211382347999915, -0.36601625187759906] User Vector: [1.5355868825503487, -0.25278520868842136] Predicted: 3.0425981675390315 Movie Vector: [2.123095148922578, -0.30907325361134985] User Vector: [1.8024335497489612, -0.2161942317332026] Predicted: 3.8935577803411086 Movie Vector: [1.7933414359263073, -0.1467628006304483] User Vector: [1.6256449404586903, -0.8540020837286602] Predicted: 3.0406721693807808 Movie Vector: [1.6325863843681323, -1.2010971756800723] User Vector: [1.885107580145088, -0.1437927131571459] Predicted: 3.250309990070451 Movie Vector: [1.8029119342119617, -0.27075457214267046] User Vector: [2.1126585680693104, -0.3033407503483537] Predicted: 3.8910682403613186 Movie Vector: [1.891444490894846, -0.11192539782814631] User Vector: [1.732126897922384, 0.10419818210971019] Predicted: 3.264559455620474 Movie Vector: [1.828420978496834, -1.7957749049665768] User Vector: [1.9714760186300915, -0.4032195854181776] Predicted: 4.328779723751665 Movie Vector: [1.9739480155834799, -0.5180481547229401] User Vector: [2.18231113831319, -0.21550499479893148] Predicted: 4.419410705748209 Movie Vector: [1.709285875830882, -0.08308779021802265] User Vector: [1.4254396140354193, -0.4835561029673433] Predicted: 2.4766614071625614 Movie Vector: [2.062948875243058, -0.4532172839368281] User Vector: [2.162294632958428, -0.16261812198410305] Predicted: 4.534404624570233 Movie Vector: [2.082338012678473, -0.5963245452591575] User Vector: [1.658644401367595, -0.517115415586561] Predicted: 3.7622269015302297 Movie Vector: [1.689567436500405, 0.4283258164482669] User Vector: [1.8656627800437362, -0.4576502226812121] Predicted: 2.9561396753750526 Movie Vector: [1.6655262257994585, -0.3481807792910242] User Vector: [2.013290354086897, -0.0850630093787151] Predicted: 3.382805189775126 Movie Vector: [1.7491904814044248, 0.07843148089075304] User Vector: [1.9174428820718936, -0.655061378935065] Predicted: 3.3025954039326075 Movie Vector: [0.9410900715879815, -0.6467837698776081] User Vector: [1.7433571641817307, -0.3188022752152114] Predicted: 1.8468522558524585 Movie Vector: [1.9332752259292088, -0.24248668214835925] User Vector: [1.7364224258415173, -0.7376616583044766] Predicted: 3.5358555856976133 Movie Vector: [1.5865143720666628, -0.22383466331295335] User Vector: [2.024584322491236, -0.578487964138832] Predicted: 3.341517783776804 Movie Vector: [1.5653195479472164, -0.18970852830352572] User Vector: [1.0838073904744323, -0.7468258074913402] Predicted: 1.838184119357565 Movie Vector: [1.4863514582058888, -1.267261348333331] User Vector: [1.6046525094064663, -0.13121175408067137] Predicted: 2.551357181663493 Movie Vector: [1.8624904094033998, -0.42997121346876677] User Vector: [1.9849704718260686, -0.7592238402410004] Predicted: 4.023432862607835 Movie Vector: [1.9620238023191976, -0.5085220110837662] User Vector: [1.9532734652993284, 1.454401346059257] Predicted: 3.0927739339347937 Movie Vector: [0.8640342284579025, -0.6826722964383508] User Vector: [1.9095133289775255, -0.02038234966456137] Predicted:
avg loss: 1.047090096545014: 33%|███████████████▏ | 23074/70000 [00:43<01:18, 599.27it/s]
1.6637993413854926 Movie Vector: [2.03674820918539, 0.10017498810713243] User Vector: [1.7221740473880571, -0.4457519640839102] Predicted: 3.462981709222344 Movie Vector: [1.2955295618852798, -0.19775277348651488] User Vector: [1.8596235812077324, 0.04323060160622988] Predicted: 2.400648352066466 Movie Vector: [1.6521286051471564, -0.3118157433852342] User Vector: [1.5171128528007158, -0.5504460686501081] Predicted: 2.678103291438083 Movie Vector: [1.2068362066379232, -1.0858871631010907] User Vector: [1.3066130856019498, -0.3452252661854543] Predicted: 1.951743664700271 Movie Vector: [1.5295179440309548, -0.8696917107602485] User Vector: [1.5942987674948164, -0.25735869502142933] Predicted: 2.662331296781969 Movie Vector: [2.069241542447737, -0.2626334738719874] User Vector: [2.023414426955931, -0.12147028986176181] Predicted: 4.218835354043926 Movie Vector: [1.7962584975892664, -0.2183821751731659] User Vector: [1.5810456831999988, -0.728301170197544] Predicted: 2.9990147372537272 Movie Vector: [1.8902234912918048, -0.24658967090792774] User Vector: [1.596241408337969, -0.10789338912305724] Predicted: 3.043858403130139 Movie Vector: [2.0223682913195273, -0.641981588545451] User Vector: [2.2507300695295176, -0.7416925192980699] Predicted: 5.027958066687145 Movie Vector: [1.6745133944592447, -0.26040336050754065] User Vector: [1.7809634921586854, -0.988093443245026] Predicted: 3.2395500757791025 Movie Vector: [2.086256269895449, 0.11107801595682094] User Vector: [1.627692729885346, -0.2656165737004613] Predicted: 3.3662800011746468 Movie Vector: [2.0996450724458917, -0.4559770681873761] User Vector: [1.7052372639296283, -0.461664336346337] Predicted: 3.790901369134832 Movie Vector: [1.47629828740072, -0.3162761900702035] User Vector: [1.8068121326030417, -0.27972327196446317] Predicted: 2.755863467747605 Movie Vector: [1.7941866088411451, -0.042793189725519765] User Vector: [2.115938896270661, -0.45018351625347247] Predicted: 3.8156540214372696 Movie Vector: [1.5685096376049674, -1.074376781076033] User Vector: [1.9643898512429978, -0.3358404579426942] Predicted: 3.441983603847603 Movie Vector: [1.5284200384546385, -0.4216797198180635] User Vector: [1.736313723935742, -0.15830548752209567] Predicted: 2.7205709023311626 Movie Vector: [1.0143672700797917, -0.6601837421153971] User Vector: [1.880795710263079, -0.5088852615213928] Predicted: 2.243775386455908 Movie Vector: [1.0686387083466407, 0.011680171086325054] User Vector: [1.7828304869348104, 0.10119781947742074] Predicted: 1.9063836766040874 Movie Vector: [1.6131407977854746, -0.1003443277526749] User Vector: [1.5446593867100609, -0.49438329117434743] Predicted: 2.5413616343893346 Movie Vector: [0.09037749050260377, -0.6519224477549406] User Vector: [1.7895835454327276, -0.5211979575573136] Predicted: 0.5015187181366018 Movie Vector: [1.483618434916988, -0.4357459434633541] User Vector: [1.496757399714014, -0.32966841822718385] Predicted: 2.364268546744602 Movie Vector: [2.107590116411817, -0.3506771863812153] User Vector: [2.1600591515231637, -0.6744701495025175] Predicted: 4.789040612940776 Movie Vector: [1.2444070699657832, -1.3692065320323825] User Vector: [1.7483074320158043, -0.38114504163184026] Predicted: 2.6974724095282596 Movie Vector: [2.1960658831322837, -0.11545291904001925] User Vector: [1.8146731139398706, -0.0675921624102265] Predicted: 3.992945427015261 Movie Vector: [1.5348085157124516, -0.4332652374529512] User Vector: [2.193392875252395, -0.4520308730452515] Predicted: 3.5622873267864104 Movie Vector: [1.66013773105541, -0.32491595604869933] User Vector: [1.593156288002567, -0.7153653302896346] Predicted: 2.877292475396391 Movie Vector: [1.9836612280657981, -1.18091415816594] User Vector: [1.9883319861874653, -0.6204607115071584] Predicted: 4.676887908327651 Movie Vector: [1.7625536654222047, -0.48836774388222576] User Vector: [1.8480931056017857, -0.4793667688727468] Predicted: 3.491470544726429 Movie Vector: [1.4866975775253213, -0.48502911884340116] User Vector: [1.7287099600404863, -0.39386465125764447] Predicted: 2.7611047345791446 Movie Vector: [1.9539099756223182, 0.11641181389696478] User Vector: [1.473038771054751, -0.6598038290402325] Predicted: 2.8013761886875814 Movie Vector: [2.3307893039190937, -0.2928394516959733] User Vector: [1.775361382081615, -0.2381404372872009] Predicted: 4.207730235028671 Movie Vector: [1.8515109564261594, -0.31119361347338687] User Vector: [2.0048348787966934, -0.5757015979023714] Predicted: 3.8911284044510306 Movie Vector: [2.185355607406471, -0.013507513858302404] User Vector: [2.012944149805066, -0.37943953510957096] Predicted: 4.404124069951433 Movie Vector: [2.270950211616238, -0.3365161629804843] User Vector: [2.2142248655407615, 1.0162422271003204] Predicted: 4.686412492043186 Movie Vector: [1.2630040287629571, -0.34858057555460453] User Vector: [1.8013363709227224, -0.25919750876471614] Predicted: 2.3654463104201673 Movie Vector: [1.6587441198255957, -0.48094334479196676] User Vector: [1.6705536500162326, -0.18383365692866574] Predicted: 2.8594346176662233 Movie Vector: [1.6181609456262764, 0.6172480601558579] User Vector: [1.7835130872978975, 0.06876754857014049] Predicted: 2.9284578598353987 Movie Vector: [1.627976596584322, -0.6721909403025482] User Vector: [1.7829132834849097, -0.3459880428022267] Predicted: 3.135111127077409 Movie Vector: [1.9757980239457507, -0.5631085825701788] User Vector: [2.056807645635256, -0.41354629258345244] Predicted: 4.296707948526471 Movie Vector: [2.0506473984357783, -0.509734907160545] User Vector: [1.8499627071581537, -0.07336976822400249] Predicted: 3.83102034463113 Movie Vector: [0.7278259619875602, -1.5828676876440178] User Vector: [1.6465838141579814, -0.736269043203905] Predicted: 2.363842926432717 Movie Vector: [1.6143540078073084, -0.5318327659058271] User Vector: [2.0963782964716713, 0.42571301182009885] Predicted: 3.157888576230917 Movie Vector: [1.6194963383870422, -1.020488890627625] User Vector: [1.9996854544714853, -0.21905066894719172] Predicted: 3.4620220455875574 Movie Vector: [2.299960024118688, -0.2406332903904154] User Vector: [1.5248892286340294, -0.47881159936135187] Predicted: 3.622402277698869 Movie Vector: [1.8399506319508727, 0.04839895411748869] User Vector: [1.6549091947747703, -0.6261398568832137] Predicted: 3.0146467045427268 Movie Vector: [1.2024388747761567, -0.31368309578445974] User Vector: [1.8643807806542947, 0.10208916037247155] Predicted: 2.2097802841725698 Movie Vector: [2.053101678822094, -0.26166456019478007] User Vector: [1.8080514208049596, -0.4087916195660369] Predicted: 3.819079686796394 Movie Vector: [1.7063455313281397, -0.047531357390621365] User Vector: [1.6795087307495369, -0.05074496843151748] Predicted: 2.8682341947713623 Movie Vector: [0.9358921733983675, -0.2473576762789985] User Vector: [1.4951184639734307, 0.019288012254246874] Predicted: 1.3944986308448717 Movie Vector: [2.3173466810745884, -0.2910363077756499] User Vector: [2.003535881057051, -0.3116798073838888] Predicted: 4.733597364730642 Movie Vector: [2.1645309650253006, -0.2831868378198415] User Vector: [1.739783549162784, -0.05107509087114237] Predicted: 3.7802791580796233 Movie Vector: [2.082470863821362, -0.01736182828046033] User Vector: [1.7320410127885462, 0.6236113544217383] Predicted: 3.596097910826575 Movie Vector: [2.0955442474966786, -0.10271337674016394] User Vector: [1.7591016661163783, -0.4218168906605113] Predicted: 3.7296016143977773 Movie Vector: [2.1157518939101694, -0.1368658157061974] User Vector: [1.828098806342741, -0.20564693087894664] Predicted: 3.895949546716797 Movie Vector: [0.4059143951556192, -0.4012332533461928] User Vector: [1.6180844531666232, -0.30987450299442254] Predicted: 0.7811357270833275 Movie Vector: [1.3296625858601354, -1.4297316104256452] User Vector: [1.166754697786214, -0.3779473730199655] Predicted: 2.0917533748068555 Movie Vector: [2.2580253788930436, -0.2030005585228004] User Vector: [2.037203989081033, 0.419917796841187] Predicted: 4.514814762034694 Movie Vector: [1.84064505848645, -0.38073706789770706] User Vector: [1.5998393184447364, -0.2670995658549232] Predicted: 3.046431041407988 Movie Vector: [1.6022892697833293, -0.5342827607229138] User Vector: [2.016210128019776, -0.44715497665617754] Predicted: 3.4694590491534125 Movie Vector: [2.010727510248086, -0.34053503831768484] User Vector: [1.6655823489659671, -0.40221786787219377] Predicted: 3.486001526697413 Movie Vector: [1.8464845978261808, 0.10928220007628042] User Vector: [1.9468671042121939, -0.18220808215122114] Predicted: 3.574948021853109 Movie Vector: [2.1220410556674993, -0.5329389841525] User Vector: [1.7073809565316271, -0.599468076704496] Predicted: 3.9426123952557055
avg loss: 1.0464110443259138: 33%|██████████████▊ | 23135/70000 [00:43<01:18, 593.73it/s]
Movie Vector: [1.8596203103051647, -0.30070185807591193] User Vector: [1.9246269425482434, -0.5050000165042461] Predicted: 3.7309297954144376 Movie Vector: [2.1107652942939374, -0.1189744572857851] User Vector: [1.8981500064118464, -0.6559264469906857] Predicted: 4.084587649948051 Movie Vector: [1.790157830613273, -0.30089862429236003] User Vector: [1.6498320232919739, 0.09222356161349189] Predicted: 2.9257097728758255 Movie Vector: [2.278208449216011, -0.4294190057845058] User Vector: [1.851179362271703, -0.2048650506529639] Predicted: 4.305345410513088 Movie Vector: [2.288140776277426, 0.5187852406308933] User Vector: [1.7800464770682305, -0.3071903232416819] Predicted: 3.9136311220863806 Movie Vector: [1.8418727428267847, 0.05988281213079209] User Vector: [2.010626422933195, -0.8700829500992935] Predicted: 3.6512149905689695 Movie Vector: [1.9534294519740725, -0.3205784203647387] User Vector: [1.6778630919546302, -0.5134416243795776] Predicted: 3.442185485097567 Movie Vector: [1.795522439328772, -0.7900110507804824] User Vector: [1.9350971575083022, -0.16712393626234176] Predicted: 3.606540125084663 Movie Vector: [1.5705029599699043, -0.3177444460019518] User Vector: [1.5380602315678276, 0.521570561457704] Predicted: 2.249801997187965 Movie Vector: [1.9044164497768048, -0.04678347057921259] User Vector: [2.0958834664997, 0.601244552910685] Predicted: 3.9633066435652524 Movie Vector: [1.3938222491358658, 0.3935388865169973] User Vector: [2.5774466656314985, -0.030619376502357472] Predicted: 3.580452593183651 Movie Vector: [1.7044741184798335, -0.23177062703348258] User Vector: [1.8429607462698216, 0.49586403779689486] Predicted: 3.02635217442765 Movie Vector: [0.6842873583941324, -1.648010427151656] User Vector: [1.6332754713402673, -0.36272953227898364] Predicted: 1.715411809244971 Movie Vector: [1.450194156798017, 0.32657560039717076] User Vector: [1.7316406024881104, -0.4241231324076044] Predicted: 2.3727068167941128 Movie Vector: [2.2637728850559466, -0.28270210693513176] User Vector: [1.9925445662809786, -0.4814052544572606] Predicted: 4.646762641137152 Movie Vector: [2.0454656696445874, -0.3312790671818831] User Vector: [1.9445879594261142, -0.48481877923935707] Predicted: 4.138198225549012 Movie Vector: [1.4653889443714532, -0.15569925143858668] User Vector: [2.2541352399120758, -0.4711244869458755] Predicted: 3.3765385896371103 Movie Vector: [1.6553845168150112, -0.9491051637995579] User Vector: [1.881990894060143, -0.37838611170998476] Predicted: 3.474546799347984 Movie Vector: [1.7345532038828322, -0.4374407909781786] User Vector: [1.8104285483319809, -0.1211913724076494] Predicted: 3.1932986887159154 Movie Vector: [2.239327414947937, -0.16777829967589414] User Vector: [1.5894283007661187, 0.10237651946969428] Predicted: 3.5420738096363236 Movie Vector: [1.928229703402125, -0.34979399315775095] User Vector: [1.9342885419713634, -0.7591998810732115] Predicted: 3.995316179585059 Movie Vector: [1.9651818164106893, -0.5291594048968505] User Vector: [2.09047327978592, -0.2762585581789119] Predicted: 4.25434489137132 Movie Vector: [1.614654444124647, -0.9404346766894399] User Vector: [1.7102484973473286, -0.9763337755330295] Predicted: 3.679638475333749 Movie Vector: [2.102692701336723, -0.3702225577993077] User Vector: [2.1975330581424615, -0.7886450247377723] Predicted: 4.912710900556439 Movie Vector: [1.9652214714503575, -0.24023009250112373] User Vector: [1.6208050703657253, 0.17016339507073386] Predicted: 3.1443625571801834 Movie Vector: [1.508102400208995, -0.7334627925205496] User Vector: [1.636365194932829, -0.240131440317604] Predicted: 2.6439337548839914 Movie Vector: [2.359330721821817, -0.18566961743743496] User Vector: [1.9172198176742268, -0.34637647479448275] Predicted: 4.587667203888845 Movie Vector: [2.2205044861712975, 0.19754979693819893] User Vector: [2.2718667660840306, -0.34771786540669614] Predicted: 4.975998752370191 Movie Vector: [2.2956152396694103, 1.3238525266089347] User Vector: [1.7244607271173522, -0.1095712939262792] Predicted: 3.813642091073871 Movie Vector: [1.6627375316175668, -0.1455905292452991] User Vector: [1.7541400211136389, -0.27701070235212216] Predicted: 2.9570045835801357 Movie Vector: [2.096438294161735, -0.21923934066049888] User Vector: [1.6509492299856328, 0.7732057349402934] Predicted: 3.2915960719354835 Movie Vector: [1.9026405781946338, -0.14844444274503726] User Vector: [1.6064450723393846, 0.14923772563497684] Predicted: 3.0343340702553063 Movie Vector: [1.9827379559949998, -0.9066570142817358] User Vector: [2.349196442020733, 0.3101087809023509] Predicted: 4.37667865028744 Movie Vector: [1.9136522600342838, -0.057824714720123405] User Vector: [2.0082335577667663, -0.16981961267702578] Predicted: 3.8528804571539936 Movie Vector: [1.9735563563800966, -0.021537702168428704] User Vector: [2.023885579309077, -1.998350168118585] Predicted: 4.037292120380611 Movie Vector: [2.2516161746008008, -0.3587861089321153] User Vector: [2.0216917779800907, -0.48504518592433427] Predicted: 4.7261013822714695 Movie Vector: [2.4194743137080312, -0.2474284295113928] User Vector: [1.9073229862028627, -0.1256640692947534] Predicted: 4.645811836374335 Movie Vector: [2.027238141217258, -0.23033847307258432] User Vector: [2.0984321870923472, 0.9809430083522883] Predicted: 4.028072851716462 Movie Vector: [2.127846093642114, -0.3028613761872923] User Vector: [1.7412318938121814, -0.9473648588079463] Predicted: 3.9919937082633647 Movie Vector: [2.1503360141213013, -0.029763470764280008] User Vector: [2.003961682822713, -0.6117903676738067] Predicted: 4.327399982214935 Movie Vector: [1.953704842215399, -0.5394634525107026] User Vector: [2.0922939291783247, -0.6466591652510078] Predicted: 4.436573766657574 Movie Vector: [2.23855732612762, 0.06105512855940706] User Vector: [1.766783070652552, -0.31195076745588945] Predicted: 3.9359989922762977 Movie Vector: [2.348646778486384, 0.2578835253721182] User Vector: [1.5240463644903466, -0.1929236594411049] Predicted: 3.5296947507997753 Movie Vector: [1.7315559360544326, -0.07765385303192016] User Vector: [1.6877040755919717, -0.05097325505781524] Predicted: 2.9263122800513552 Movie Vector: [1.8539041987431821, 0.1859263325177895] User Vector: [2.0302080260399613, -0.3985705286145491] Predicted: 3.689706427162612 Movie Vector: [2.018974333286285, -0.8087823784472188] User Vector: [1.938834577463202, 0.12435322634161365] Predicted: 3.8138825502180085 Movie Vector: [1.765617439341489, -0.3324102578061888] User Vector: [1.6763940382736093, -0.4816784389367188] Predicted: 3.1199854032506256 Movie Vector: [1.9762788945252845, -0.40171103571901534] User Vector: [1.8381142897815772, -0.02386847635790315] Predicted: 3.642214706979432 Movie Vector: [2.12790676025081, -0.03105565171493642] User Vector: [1.9791921248845996, -0.2645379151540143] Predicted: 4.219751699735523 Movie Vector: [1.5681806544141994, -0.1568905157669213] User Vector: [1.9149592798090977, -0.28984801085324496] Predicted: 3.0484765005043566 Movie Vector: [1.8385360808892546, -0.25353040637469454] User Vector: [1.9798112916857975, 0.1826775193407177] Predicted: 3.5936401874023254 Movie Vector: [1.4430591140778244, -0.4356364631506829] User Vector: [1.776341399789783, -0.6799557251895155] Predicted: 2.859579153901025 Movie Vector: [1.8656783176049507, -0.4830441079283966] User Vector: [1.703095167194517, 0.12014711265524877] Predicted: 3.1193913713998613 Movie Vector: [0.8283489269026613, -0.8855784220367806] User Vector: [1.7259104203082913, -0.2365317146407054] Predicted: 1.639123427205664 Movie Vector: [2.1251548768310613, 0.11306479408103404] User Vector: [2.1326285630238875, -0.8149622252035972] Predicted: 4.440022455002967 Movie Vector: [2.178464586465608, -0.283595889268552] User Vector: [2.046060388932419, -0.26184847752521223] Predicted: 4.5315292508967016 Movie Vector:
avg loss: 1.0459500279389393: 33%|██████████████▉ | 23196/70000 [00:43<01:18, 596.05it/s]
[1.226342785877983, 0.2162933435476787] User Vector: [1.7456004399752352, -0.4038279841038608] Predicted: 2.0533592016891196 Movie Vector: [2.010123325496929, -0.20307745565538285] User Vector: [2.2056008872676287, -0.18628717051125956] Predicted: 4.47136051484205 Movie Vector: [2.182896893853099, -0.003283893381472284] User Vector: [1.711979537089332, -0.37787907185337677] Predicted: 3.7383157284354254 Movie Vector: [2.163318609438076, 0.05998221250585732] User Vector: [1.6093198933399089, -0.03521096073848701] Predicted: 3.479359642471573 Movie Vector: [0.664596011290539, -2.662137615473979] User Vector: [2.0426430936453364, -0.4870195871886565] Predicted: 2.654045615054389 Movie Vector: [1.4378019302294311, -0.23389466228859981] User Vector: [2.1664470825214077, -0.004898659426576861] Predicted: 3.116067567281446 Movie Vector: [1.8520058228778278, 0.5531985946715574] User Vector: [1.5556982629640586, -0.44506064387220573] Predicted: 2.634955318916636 Movie Vector: [2.03816607302025, -1.037805707751908] User Vector: [1.3490381445513864, -0.09068012577220153] Predicted: 2.8436721295408756 Movie Vector: [1.4374574087571172, -0.14667356526132377] User Vector: [1.5498873652158438, 0.004812511198944566] Predicted: 2.2271912076931533 Movie Vector: [1.4147547553039395, -0.9580804325598958] User Vector: [1.9525312610696566, 0.11886646201705875] Predicted: 2.648469255131726 Movie Vector: [1.8769914184799679, -0.2846026312705335] User Vector: [1.6276645414070587, -0.1096439727995101] Predicted: 3.086317339546877 Movie Vector: [1.6914298539772548, -0.9563523056519142] User Vector: [1.7613950682469373, -0.5769726574433248] Predicted: 3.531065334325209 Movie Vector: [1.4528816026060134, 0.4384229632129245] User Vector: [2.1505118541811576, -0.5566107139267001] Predicted: 2.8804081905701446 Movie Vector: [1.4507497452732667, -0.2222350154367543] User Vector: [1.757241003078256, -0.44206760429494757] Predicted: 2.647559838464096 Movie Vector: [1.4898541104640144, -0.4240006960746344] User Vector: [1.7246259695335395, -0.33146340738651664] Predicted: 2.7099818051776827 Movie Vector: [1.4266659991025674, -0.5341077202141541] User Vector: [1.8322624333217954, -0.4424994792178653] Predicted: 2.850368903094145 Movie Vector: [1.2567605120997085, -1.0990778557645033] User Vector: [1.70898163747978, -0.8886887164369812] Predicted: 3.124518726791753 Movie Vector: [1.826733587612903, 0.35279943871468883] User Vector: [1.5258154441975962, -0.12350984691647733] Predicted: 2.7436841157463796 Movie Vector: [2.0364521868473924, -0.8092677822234517] User Vector: [1.701523027431029, -0.1777172079621273] Predicted: 3.608891100933569 Movie Vector: [2.0948177851903886, -0.9524622612527718] User Vector: [1.9147032872320906, -0.6878697972319444] Predicted: 4.666124521975307 Movie Vector: [1.8420752264716749, -0.15407092540482364] User Vector: [1.7526494217326491, 0.04750781557223553] Predicted: 3.2211925073544436 Movie Vector: [1.075027036815661, -0.3789915410672714] User Vector: [0.9864188559565337, -0.11999941073717343] Predicted: 1.1059057013804925 Movie Vector: [2.166307266817764, -0.6633321822388016] User Vector: [1.923253456669072, -0.027330934156774133] Predicted: 4.184487427311432 Movie Vector: [1.540530836610447, 0.22793372428494232] User Vector: [2.0318211254055716, -0.2778637685739781] Predicted: 3.0667485745489094 Movie Vector: [2.0179066047521745, -0.5350422910955156] User Vector: [1.895239339634916, -0.6117993494209023] Predicted: 4.151754506640352 Movie Vector: [1.50584652019366, -0.7622649203496698] User Vector: [1.821590693070175, -0.41051717839207] Predicted: 3.055958850666083 Movie Vector: [1.8835820262037135, -0.6836476788962896] User Vector: [1.9136960915879733, -0.396564103824376] Predicted: 3.8757136908445236 Movie Vector: [1.891828619955953, -0.15272229571742885] User Vector: [1.9147066638913806, -1.2449829212416599] Predicted: 3.8124335154311146 Movie Vector: [1.657333945851192, -0.9451836546921852] User Vector: [2.1619364021451086, -0.44315094036913255] Predicted: 4.001909613444858 Movie Vector: [1.792505714983235, 0.08918585150945091] User Vector: [2.012182358697185, -0.5769365291957679] Predicted: 3.555393801929918 Movie Vector: [2.0326846609039504, -0.9014009361200476] User Vector: [1.9172213336255448, -0.11495168252231291] Predicted: 4.000723950652648 Movie Vector: [1.640681352888734, -0.46624825173989154] User Vector: [2.0029524678402253, -0.3863562110222304] Predicted: 3.466344672645893 Movie Vector: [1.729323940596935, -0.2899238798370307] User Vector: [2.3552439243659866, -0.8543874221320708] Predicted: 4.320687020660066 Movie Vector: [2.053582843829272, -0.17485155504726263] User Vector: [1.6383927263084332, -0.22099222508756283] Predicted: 3.403216028411581 Movie Vector: [1.729795567387511, -0.41164364573441475] User Vector: [1.7759709880385683, -0.7295718397314384] Predicted: 3.3723903548501473 Movie Vector: [2.1484808872343586, -0.4729627484589727] User Vector: [1.49279559892599, -0.14819001524662312] Predicted: 3.2773311697452763 Movie Vector: [1.8635536919224227, 0.90001789930598] User Vector: [1.946586904161648, -0.7744536361901859] Predicted: 2.9305470771445092 Movie Vector: [1.6906267465835874, -0.48686144130397796] User Vector: [1.9222291626331105, -0.399661189129242] Predicted: 3.4443516579832334 Movie Vector: [1.4387282254011295, -0.8462717954400109] User Vector: [2.132114512442944, -0.3691244900266396] Predicted: 3.379912973754754 Movie Vector: [1.1821939745679095, 0.12084684489232331] User Vector: [1.9459830514675645, -0.08101947706453544] Predicted: 2.2907384898781538 Movie Vector: [2.168684345535318, 0.09643045217441949] User Vector: [2.154365725661774, 0.025123776311135774] Predicted: 4.674561920910537 Movie Vector: [2.0295030185447374, -0.17160358276082605] User Vector: [1.8049413932095704, 0.04313412207649067] Predicted: 3.655732035927598 Movie Vector: [1.6904566384129878, -0.07761999307464892] User Vector: [1.69865671736282, -0.6735388698045748] Predicted: 2.9237856066605312 Movie Vector: [2.237098464901565, -0.19789813441806878] User Vector: [1.7969640958981101, -0.21552308413729637] Predicted: 4.06263723669169 Movie Vector: [2.1276773247115535, -0.5598781574017591] User Vector: [1.113841559002434, -0.3210520463931193] Predicted: 2.5496454565754885 Movie Vector: [2.289427896067297, -0.2889004411219925] User Vector: [1.8670855253078336, -0.5482802099908377] Predicted: 4.4329560805080295 Movie Vector: [2.020074636382275, -0.6412257508144668] User Vector: [1.9797299194193192, 0.840335731347663] Predicted: 3.4603572868364627 Movie Vector: [1.9458013076975968, -0.526598247361079] User Vector: [2.185499176858525, -0.17781712129001606] Predicted: 4.346185340725454 Movie Vector: [1.3204871750001639, -0.520863501558972] User Vector: [1.7310169162504556, -0.125475568318109] Predicted: 2.3511412814913317 Movie Vector: [1.8856831267112582, -0.6862371125739717] User Vector: [1.4603457787615242, -0.49254938571700535] Predicted: 3.0917550624291397 Movie Vector: [2.018872028186489, -0.00567126736275879] User Vector: [1.8424994229919607, -0.5008291063551169] Predicted: 3.7226108827934072 Movie Vector: [1.0496709191141285, -1.1121919779910967] User Vector: [1.372730047029025, -0.1500419286490932] Predicted: 1.6077902395663712 Movie Vector: [2.179359711204348, -0.20949261763874436] User Vector: [2.062577985119831, -0.31331421067141163] Predicted: 4.560736376124173 Movie Vector: [1.5885637628358549, -0.3202963580403322] User Vector: [1.6878553697581418, -0.18232063203845264] Predicted: 2.7396625117432247 Movie Vector: [1.6083175351951524, -0.7435486088096488] User Vector: [1.7500583445423128, -0.24390508922066598] Predicted: 2.996004812913621 Movie Vector: [1.63104431044274, 0.08065530809908582] User Vector: [1.6425738980657025, -0.5237562233783742] Predicted: 2.6368670913564207 Movie Vector: [1.6660980533165155, -0.22530851043798672] User Vector: [1.5067651431344855, -0.5678766377393745] Predicted: 2.6383659111431377 Movie Vector: [1.416433187522746, -0.663668623199497] User Vector: [2.0107463949836526, 0.6610890907657122] Predicted: 2.409343838865878 Movie Vector: [1.7360889697838306, -0.07779076298421332] User Vector: [1.7613914199316614, -0.44350725841782324] Predicted: 3.0924329836365954 Movie Vector: [1.8961363315505575, -0.28218827763238075] User Vector: [2.054856704522937, 0.28070487395016896] Predicted: 3.8170768286731764 Movie Vector: [2.1632577318783595, -0.14596766242373324] User Vector: [1.6355322689328522, -0.26662531976212495] Predicted: 3.5769965011742064 Movie Vector: [1.7606170134808459, -0.19392399752327028] User Vector: [1.9869726998509525, -0.5154181322253669] Predicted: 3.5982498852766778 Movie Vector: [2.3178457600563043, -0.1019047448577464] User Vector: [1.8103551221924574, -0.3917510672607239] Predicted: 4.236045236726954 Movie Vector: [1.8091773138861835, -0.37316581828942613] User Vector: [2.01334068105202, -0.5431811119453841] Predicted: 3.8451869094019324 Movie Vector: [2.078978233229101, -0.4660632108637855] User Vector: [1.9211354154593938, -0.2721692439231715] Predicted: 4.120846783546828 Movie Vector: [1.6355625260031226, -0.43222657020676336] User Vector: [1.9912590510300416, -0.1477839604748244] Predicted: 3.320704837796881 Movie Vector: [1.710818717249223, -0.3500944206180965] User Vector: [1.7141158692313783, -0.11880898442616895] Predicted: 2.9741358751818674 Movie Vector: [2.013527263800946, -0.37602817707855263] User Vector: [1.7552722092795103, -0.6782573811351649] Predicted: 3.7893323353947426 Movie Vector: [1.9990647526598595, -0.3775964434154971]
avg loss: 1.0457972575005627: 33%|██████████████▉ | 23256/70000 [00:43<01:18, 596.05it/s]
User Vector: [2.165748696252474, -0.09772714524877296] Predicted: 4.366373304268452 Movie Vector: [2.287097786109107, -0.1474006664711059] User Vector: [1.868594216584157, -0.3356811164297131] Predicted: 4.323137316169411 Movie Vector: [1.2821976513904687, 1.08653198217042] User Vector: [2.0535078428857787, -0.3170003388078211] Predicted: 2.2885719267864966 Movie Vector: [1.9281229355800602, 0.025296380731012987] User Vector: [1.7629800540739247, 0.10464227375129918] Predicted: 3.4018893480274803 Movie Vector: [2.052476603114987, 0.028424007466019904] User Vector: [1.7616799324828831, -0.37618122752094363] Predicted: 3.6051142655786754 Movie Vector: [1.9750640040121876, -0.37035489861558685] User Vector: [1.8414646757770161, -0.0003481506825766187] Predicted: 3.6371395350979068 Movie Vector: [1.5710316565020899, -1.1141823195000053] User Vector: [1.9622218010896262, -0.01470871783272627] Predicted: 3.099100759942088 Movie Vector: [1.9618745845639443, -0.4650542476830579] User Vector: [2.0510236741579218, -0.5205892419007548] Predicted: 4.2659534569134365 Movie Vector: [2.2940533353591865, -0.1955743114778113] User Vector: [2.2973792225246683, -0.5688143641906297] Predicted: 5.381555945652881 Movie Vector: [1.9850285211104253, -0.7148055550792336] User Vector: [1.617261238999808, -0.5487127684298461] Predicted: 3.602532620517562 Movie Vector: [1.8939247366398742, -0.3960299066968594] User Vector: [1.8696503885444997, -0.6141349336174402] Predicted: 3.784192920192577 Movie Vector: [2.03567014747715, -0.3288368772689976] User Vector: [1.6077576785480476, -0.23281382802981998] Predicted: 3.349422082791792 Movie Vector: [2.0778334930006035, 0.023009410984898164] User Vector: [1.8886076009049666, -0.0038647616779359448] Predicted: 3.92412320240605 Movie Vector: [2.0941036309823535, -0.041740955762182126] User Vector: [2.004901712166495, -0.7720095907921846] Predicted: 4.230696373387832 Movie Vector: [1.6994114828597278, 0.029665338810749273] User Vector: [1.4762976543577404, -0.13307328220904338] Predicted: 2.5048895219310356 Movie Vector: [1.894711474878179, -0.3770538393278147] User Vector: [1.6405417916894096, -0.3747390788888781] Predicted: 3.249650166172352 Movie Vector: [2.027005711889345, -0.38123640452833174] User Vector: [2.0870876268368366, 0.4287737299185552] Predicted: 4.067074385661494 Movie Vector: [1.2137167986235287, -0.9082824505386328] User Vector: [1.9749650320595595, -0.7350530347848087] Predicted: 3.064684007814948 Movie Vector: [2.0040376765195353, -0.25428261641752026] User Vector: [1.8534319337077996, -0.5944234148884175] Predicted: 3.8654989672125524 Movie Vector: [2.1475108353506744, -0.5694850277384417] User Vector: [1.7897237751871158, -0.4006324233732734] Predicted: 4.071605366236693 Movie Vector: [0.8101285288544202, -1.7336326520150214] User Vector: [2.039709900700414, -0.26542113945848383] Predicted: 2.112569935044482 Movie Vector: [1.959405955400153, -0.5437821624640968] User Vector: [1.816518540595295, -0.470618099610192] Predicted: 3.81521097443799 Movie Vector: [1.7818381523523834, -0.16446438412844372] User Vector: [1.892045521649452, -0.46488075769098497] Predicted: 3.4477752239692734 Movie Vector: [2.3881456353900266, -0.1908754932015254] User Vector: [1.9445698845430375, -0.4468542921531569] Predicted: 4.729209615886295 Movie Vector: [1.7654196593294191, -0.05752584587897385] User Vector: [2.065889000747366, -0.275369594124123] Predicted: 3.663001924743149 Movie Vector: [1.4855775482302518, -1.199145994807306] User Vector: [2.3942443736840753, 0.28950947623984585] Predicted: 3.2096715576298913 Movie Vector: [2.0644168794638724, -0.2181285109373325] User Vector: [1.8539707130357233, -0.5995721167086872] Predicted: 3.9581522070398285 Movie Vector: [2.3280182216344327, -0.30023270818676745] User Vector: [1.948234294669763, -0.3037853636311328] Predicted: 4.626731240434792 Movie Vector: [2.0002502464940757, -0.4020223110575048] User Vector: [1.9597319036073864, 0.17120956198449847] Predicted: 3.851124159468828 Movie Vector: [2.255846973735463, -0.1962939472720341] User Vector: [2.052209527311078, -0.37875010947323473] Predicted: 4.703817005673995 Movie Vector: [1.4303336852795574, -0.2924112668041705] User Vector: [1.572193933242373, -0.27175083040281456] Predicted: 2.3282249470818983 Movie Vector: [1.2122040301881558, -0.5539294621527111] User Vector: [2.11877581287235, -0.29806928111458075] Predicted: 2.733497936001094 Movie Vector: [1.5713799783353586, -0.24629587575349235] User Vector: [1.845365681571569, -0.5014591571532299] Predicted: 3.0232780069944094 Movie Vector: [2.2411685067580067, -0.2701605979622872] User Vector: [2.0597496077763977, -0.3265588569085925] Predicted: 4.704469288807926 Movie Vector: [1.9400248013935177, -0.2441660251426854] User Vector: [1.690409844871224, -0.31403379524532826] Predicted: 3.3561134071154672
avg loss: 1.0461635662051099: 33%|██████████████▉ | 23316/70000 [00:43<01:19, 590.55it/s]
Movie Vector: [1.9263862235679556, -0.31230294235471284] User Vector: [1.9244492564223943, -0.24601695220072167] Predicted: 3.7840643535691205 Movie Vector: [1.0563702762612814, -0.0922385813344007] User Vector: [1.5379836086084195, 0.006027132523359042] Predicted: 1.6241242353575296 Movie Vector: [2.3762465876286822, -0.09271453602404499] User Vector: [1.7608328793267742, -0.19703482298283073] Predicted: 4.202441113078067 Movie Vector: [2.0041659800307356, -0.0071094680006499045] User Vector: [1.9760841020428952, -0.38113665357828463] Predicted: 3.963110209836445 Movie Vector: [1.838036652739413, 0.019949279129685] User Vector: [2.263620957518521, 0.30600602359778856] Predicted: 4.166722887408245 Movie Vector: [2.3237918753703815, -0.16233786711736503] User Vector: [2.0302712258133995, 0.08762053271531527] Predicted: 4.703703648946751 Movie Vector: [1.1762031335262597, 0.1691954427311478] User Vector: [1.9508867488731791, -0.5600655759302953] Predicted: 2.199878564101489 Movie Vector: [2.1674964258622036, -0.18955025136895848] User Vector: [1.3518731432909914, -0.2433083664289365] Predicted: 2.976299368319102 Movie Vector: [2.3262982497803737, -0.13321371955556918] User Vector: [2.2180527243659705, -0.6763874888256272] Predicted: 5.24995626386046 Movie Vector: [2.01167945869347, -0.32320662385158305] User Vector: [1.6609519698019763, 1.6290352796836496] Predicted: 2.8147879666454205 Movie Vector: [2.0927289702878977, -0.23703002135810006] User Vector: [1.9415709022562393, -0.303897605959792] Predicted: 4.135214531050969 Movie Vector: [1.9915158233435448, 1.3327469793747988] User Vector: [1.7997751695611603, -0.2880417892177993] Predicted: 3.2003939041281275 Movie Vector: [1.9520258108352073, 0.25556809502728756] User Vector: [1.892020423804008, -0.4070830645298859] Predicted: 3.589235258573018 Movie Vector: [2.2516333728940454, -0.10976031547711178] User Vector: [2.066518957482575, -0.3590270781165013] Predicted: 4.69244997574487 Movie Vector: [1.4744569370675342, -0.6200898297395325] User Vector: [1.820238154634428, -0.4047950451569424] Predicted: 2.9348720648465143 Movie Vector: [2.089546979555279, -0.09721772629904289] User Vector: [2.185533282838419, -0.3142848024913961] Predicted: 4.597328523781108 Movie Vector: [1.3336414408518869, -0.20482687784698603] User Vector: [2.0821318789006873, 0.429705800072006] Predicted: 2.6888020615992687 Movie Vector: [1.2147589520319608, 2.1125999591848266] User Vector: [1.750292555090671, -0.2440133681665764] Predicted: 1.610680918342025 Movie Vector: [1.8146626506919175, 0.1600799539296164] User Vector: [1.5206481539642283, -0.6892653562689934] Predicted: 2.6491258433656766 Movie Vector: [1.697474898974629, 0.23421734938273187] User Vector: [2.072254332103576, -0.27135278944396374] Predicted: 3.454044181946079 Movie Vector: [1.9986908589100247, -0.2941514885857685] User Vector: [1.7349828780100658, -0.10216456272108601] Predicted: 3.4977462768492464 Movie Vector: [1.5660759595142466, 0.019893529535315972] User Vector: [1.7244320042183396, -0.347044137526832] Predicted: 2.693687572823363 Movie Vector: [1.8684141097137303, -0.13336887110606685] User Vector: [1.811434368298622, -0.240982129820763] Predicted: 3.4166490471604543 Movie Vector: [1.2195984331422496, -0.7986346518587785] User Vector: [2.276325775096801, 0.012642039799566056] Predicted: 2.766106977575264 Movie Vector: [2.235841867450779, -0.21473112217694246] User Vector: [2.0505259796519826, -0.3479512752775282] Predicted: 4.659367803404669 Movie Vector: [1.974710141239223, -0.20661362039401748] User Vector: [2.153102208840742, -0.5892874208497333] Predicted: 4.373507574396801 Movie Vector: [1.8085826405991243, -0.5760843236062907] User Vector: [1.6895069402409886, 0.030495101063383347] Predicted: 3.038045173622189 Movie Vector: [1.859466882327995, -0.3134782102264265] User Vector: [1.7179690161383583, -0.46041009816819506] Predicted: 3.338835023918825 Movie Vector: [0.719159352984144, 1.958295016747466] User Vector: [1.7415932846695024, -0.15037076747434394] Predicted: 0.9580127751549496 Movie Vector: [1.0361073454488892, 0.2573472952365493] User Vector: [1.709100466236028, -0.4330313543217731] Predicted: 1.6593720993899417 Movie Vector: [1.8062397226303446, -0.5761266125833522] User Vector: [1.5894561928634914, -0.5790590511657087] Predicted: 3.204550242564666 Movie Vector: [1.841264718502091, 0.3456339367090005] User Vector: [1.8123674544813502, -0.37803009282850014] Predicted: 3.2063882217191706 Movie Vector: [1.8797829570765843, -0.3736438079354508] User Vector: [1.839034769470403, 0.24217270230510662] Predicted: 3.3664998864544304 Movie Vector: [1.789713827774619, -0.20147167328053148] User Vector: [2.03200525505978, -0.5160810043939351] Predicted: 3.740683606594723 Movie Vector: [1.945566648699322, -0.23553008097404363] User Vector: [1.3115606160060547, -0.7809712004337168] Predicted: 2.7356708023254677 Movie Vector: [1.888306782197068, -0.2830157759430358] User Vector: [1.9938401119973654, -0.09473449365150406] Predicted: 3.7917931623305376 Movie Vector: [2.3364595697050885, -0.17899824441791998] User Vector: [1.7084293162391637, 0.09346054411812363] Predicted: 3.9749467517722272 Movie Vector: [1.3818527340260507, 0.8491504669137365] User Vector: [1.510151691083405, -0.5537637188791193] Predicted: 1.6165785226715759 Movie Vector: [1.8571875235931015, -0.5216964449592502] User Vector: [1.8689951321822391, -0.5449314380278819] Predicted: 3.7553632351107717 Movie Vector: [1.9103968874921942, -0.21458818145853473] User Vector: [1.4727110405984956, -0.4733524570536887] Predicted: 2.9150384310828366 Movie Vector: [1.3375597304589724, -0.3134495203869812] User Vector: [1.8666672290802422, -0.13516400245913918] Predicted: 2.5391460075295673 Movie Vector: [2.2835120682895473, -0.2932929278868879] User Vector: [1.8623955083556578, -0.41990378782835885] Predicted: 4.375957430621365 Movie Vector: [1.7276473300087354, 0.14888150966034466] User Vector: [1.7765448379440536, -0.4210103771721318] Predicted: 3.0065622853787874 Movie Vector: [1.8013742227089249, -0.4433450875416026] User Vector: [1.9961476556148876, -0.418013905803082] Predicted: 3.7811333432073857 Movie Vector: [1.6661026594660433, -0.3286720405155468] User Vector: [1.839104337997923, -0.4156192579026861] Predicted: 3.2007390581463095 Movie Vector: [2.427435797995254, -0.09844253958510103] User Vector: [1.7689072692595422, -0.07599387216144704] Predicted: 4.301389858503121 Movie Vector: [1.6688057768891593, -1.1091595553861366] User Vector: [1.148768282524496, -0.3302426832356977] Predicted: 2.283362973891148 Movie Vector: [1.3558426993039838, -1.4489663543793083] User Vector: [1.6644551571388622, 0.10334965736343212] Predicted: 2.1069891968693484 Movie Vector: [2.2362822939642695, -0.08425485147531328] User Vector: [1.6060112363766899, -0.2037528694273397] Predicted: 3.608661659568126 Movie Vector: [2.03577751533116, -0.6941040387230107] User Vector: [2.023111177427529, 0.20348500965270255] Predicted: 3.9773644790025817 Movie Vector: [2.060333505959232, 0.098761234296348] User Vector: [1.4681412898251893, -0.7063548386556308] Predicted: 2.955100215192213 Movie Vector: [1.9847367174181614, -0.27008497130831466] User Vector: [1.5915054642324522, -0.5402809703977555] Predicted: 3.3046411012220904 Movie Vector: [1.9195634594898168, 0.13324074221839355] User Vector: [1.8550281692258253, -0.28385213096311435] Predicted: 3.5230236213603883 Movie Vector: [2.037853325792965, -0.564106068633303] User Vector: [1.529464068093235, -0.5418962357882605] Predicted: 3.422510393022338 Movie Vector: [1.4300810987387766, -0.8975735238434261] User Vector: [1.006317813125911, -1.4608295988427642] Predicted: 2.750318054643584 Movie Vector: [1.6398094698055083, 0.057887290672643144] User Vector: [2.061204401702956, -0.6380746219431401] Predicted: 3.3430460860060447 Movie Vector: [1.83411077194242, 0.15126468907854324] User Vector: [1.715366562752657, -0.4821229761540301] Predicted: 3.07324410848893 Movie Vector: [2.03934140466683, -0.621308165136443] User Vector: [2.0507592825940293, -0.09289594561515942] Predicted: 4.239915325517617 Movie Vector: [1.508085413049108, -0.4275046498493675] User Vector: [2.13077127295601, -0.6991598012295144] Predicted:
avg loss: 1.0455491667101031: 33%|██████████████▉ | 23316/70000 [00:43<01:19, 590.55it/s]
3.5122791413024146 Movie Vector: [1.0782098942592706, -0.9777184787099924] User Vector: [1.756437004444754, -0.29714958596946406] Predicted: 2.1843363979788166 Movie Vector: [2.2717999459679863, -0.3636286082893775] User Vector: [2.031756084010376, -0.15848602376519275] Predicted: 4.673373414129954 Movie Vector: [1.94950972193059, -0.7027545529533652] User Vector: [2.148817585475191, -0.020862800042295297] Predicted: 4.203802201256381 Movie Vector: [1.492376704928008, -0.3187653849774041] User Vector: [1.5314317422135248, -0.3330002942732603] Predicted: 2.391622024268383 Movie Vector: [1.8855304445329266, -0.062227346927451355] User Vector: [1.9866882373061565, -0.6786732498769954] Predicted: 3.78819319100669 Movie Vector: [2.202059011216, -0.2536861669730107] User Vector: [1.785367504641537, -0.6821686676218636] Predicted: 4.104541356446196 Movie Vector: [2.205728810606131, 0.042927550860083506] User Vector: [2.2486691315791494, -0.7410382941379199] Predicted: 4.928143329983923 Movie Vector: [1.5471212488617139, -0.6165489738204364] User Vector: [1.8571196755618835, -0.5999048394807501] Predicted: 3.243060024912732 Movie Vector: [2.0186735164240446, -0.17431166344485693] User Vector: [1.9293387745633692, -0.36768778127329144] Predicted: 3.95879735720319 Movie Vector: [1.5696288258497808, -0.9212968369844182] User Vector: [2.414636404315624, -0.44819784358757864] Predicted: 4.203006159800543 Movie Vector: [2.15504411134937, -0.3627398528414597] User Vector: [1.5550817080694288, -0.26825248068753055] Predicted: 3.448575543011094 Movie Vector: [2.476386064221131, 0.21497167077841325] User Vector: [1.860415232892663, -1.4080323113898399] Predicted: 4.304419297910636 Movie Vector: [1.4206562436019883, 0.46774113987875543] User Vector: [1.7837274667452865, -0.6821854606547504] Predicted: 2.214977357540682 Movie Vector: [2.003446965492813, -0.6078124428536766] User Vector: [1.8763826448069967, 0.25351251330712105] Predicted: 3.60514505583478 Movie Vector: [1.8362001138961876, 0.4154451891643669] User Vector: [2.20539510595464, -0.04125772788721555] Predicted: 4.032406420173409 Movie Vector: [1.298331716888756, -0.5192575272488545] User Vector: [1.924119902194829, -0.2655026698465455] Predicted: 2.6360101559389237 Movie Vector: [0.8118377583372633, -0.1209394974968585] User Vector: [1.3414781703313559, -0.13769700370146998] Predicted: 1.1057156370946601 Movie Vector: [2.1442446306347804, -0.3218837971067336] User Vector: [1.2187066051449946, -1.8356539374810277] Predicted: 3.204072353971616 Movie Vector: [1.2619980087638205, -0.20979221889618282] User Vector: [1.705927249594751, -0.3871598662858808] Predicted: 2.234099919500181 Movie Vector: [1.5025963828232658, -0.7642286747120222] User Vector: [2.1952358310263724, -0.41489575011609203] Predicted: 3.6156286483991247 Movie Vector: [2.0119580720241954, -0.9220545174735205] User Vector: [1.5069665542937365, -0.13253791845710303] Predicted: 3.1541607096316797 Movie Vector: [1.8089205091663902, -0.20634971353119416] User Vector: [1.5486420637412073, 0.07524087879544437] Predicted: 2.785844456673959 Movie Vector: [2.210238424142335, -0.6866186019167876] User Vector: [1.9109630523138674, -0.25142787919476717] Predicted: 4.396319024236043 Movie Vector: [2.466583378953481, -0.2222502496039507] User Vector: [1.4534942757324625, -0.8466180286408095] Predicted: 3.7733258901103444 Movie Vector: [1.8911294328941637, 0.12922232569663353] User Vector: [1.7159965737108944, -1.2936468032598607] Predicted: 3.0780035787429574 Movie Vector: [1.3564468704234054, 0.4955592774686895] User Vector: [1.070703917321085, -0.2783577737994888] Predicted: 1.3144102005383989 Movie Vector:
avg loss: 1.0471421045320388: 33%|███████████████ | 23430/70000 [00:43<01:28, 525.54it/s]
[1.9616618753915966, -0.3553966422189621] User Vector: [2.006856617400179, -0.19511683263975388] Predicted: 4.006117982891839 Movie Vector: [1.6526460458182244, -0.3256309798956376] User Vector: [1.4029102866743752, -1.760530847809247] Predicted: 2.8917975230187407 Movie Vector: [2.2834350863715267, -0.6085100642896736] User Vector: [1.8298681058163613, -0.2567804014010886] Predicted: 4.33463849481819 Movie Vector: [1.3278319669144585, -0.7896742064602333] User Vector: [1.9506566594435417, 0.11533696837217168] Predicted: 2.4990656399088813 Movie Vector: [2.1942399013878147, 0.09672847588557357] User Vector: [2.0144908213000257, 0.013010400938604639] Predicted: 4.421534617329478 Movie Vector: [2.1952558104178426, -0.25108674113380525] User Vector: [1.8433359121506314, 0.690977671502075] Predicted: 3.873098539966867 Movie Vector: [1.3361555821769344, -0.19680834187367496] User Vector: [1.76468662582235, -0.22448327612336713] Predicted: 2.402076067237722 Movie Vector: [0.9050225854781982, -1.6249648690006893] User Vector: [1.577299882747527, 0.24376072887640743] Predicted: 1.031389397092462 Movie Vector: [2.2546244951900483, -0.3744582389605813] User Vector: [2.287436450455739, -0.47466277865577444] Predicted: 5.335051640583663 Movie Vector: [2.1508956173625444, 0.25679659143848493] User Vector: [1.6869988944521512, 0.031293984028088445] Predicted: 3.636594717003533 Movie Vector: [1.979392615977745, 0.12876098324169277] User Vector: [2.174884918185442, -0.4907570350070383] Predicted: 4.2417607892973415 Movie Vector: [2.0214076918951456, -0.6204957981168439] User Vector: [1.8011934112156123, 0.03571092000278678] Predicted: 3.6187877402134787 Movie Vector: [2.306089780309952, -0.12705121684859896] User Vector: [1.813824068448408, -0.4798239359844481] Predicted: 4.243803362469 Movie Vector: [1.5543070248613358, 0.13045564409543095] User Vector: [1.8003829671596399, -0.05710204132205031] Predicted: 2.790898609717092 Movie Vector: [1.7973716382469638, -0.6219809031455974] User Vector: [1.4956610442671092, -0.12735674856229195] Predicted: 2.767472206889 Movie Vector: [1.5885777957577811, -0.2471608791039002] User Vector: [1.8304087484039282, 0.04098074297093602] Predicted: 2.8976178584162433 Movie Vector: [1.8316714419523454, -0.376361539114556] User Vector: [2.0502796160392394, -0.015516887289674503] Predicted: 3.7612785802987037 Movie Vector: [1.5076034192477652, -0.23405249384835838] User Vector: [1.416057325491784, -0.5313732771780334] Predicted: 2.259222106450153 Movie Vector: [1.92040993082849, -0.5291730916276979] User Vector: [1.7461792875407156, -0.16574367281673935] Predicted: 3.441087136562371 Movie Vector: [1.6276254592507928, -0.8225096917558229] User Vector: [2.0180934169765026, -0.4272678794489537] Predicted: 3.6361321964401045 Movie Vector: [1.598260171842325, 0.022973888276270078] User Vector: [1.6010662469416366, -0.2502069285177857] Predicted: 2.5531721889461703 Movie Vector: [1.8490440094776845, 0.08846289436847067] User Vector: [1.805659966890211, -0.05040037635502535] Predicted: 3.334286181762393 Movie Vector: [2.1323985812069455, -0.3428437871637149] User Vector: [1.715728739042747, -0.11913903501332374] Predicted: 3.6994636068337337 Movie Vector: [2.1127805692670827, -0.10021257036169069] User Vector: [1.671312395985837, -0.2964283047933081] Predicted: 3.5608221977653844 Movie Vector: [1.3240962621583925, -0.30702141987584936] User Vector: [2.3466933471305413, 0.3651857187790179] Predicted: 2.9951280514696 Movie Vector: [2.2427637441017145, 0.10416569889116471] User Vector: [1.914405140116134, -0.5542514212333162] Predicted: 4.235824453120238 Movie Vector: [1.4750123561244426, -1.0261707220080132] User Vector: [1.6289588604756584, -0.15193531785083647] Predicted: 2.558646021637498 Movie Vector: [1.8976057637788382, -0.3222614844325396] User Vector: [1.8994257768081975, -0.45787458697228717] Predicted: 3.751916646022958 Movie Vector: [1.9086055100834904, -1.1126354867074064] User Vector: [1.2863607689887675, -0.05876568122970839] Predicted: 2.520540033983907 Movie Vector: [1.619686574998625, -0.9699770623414172] User Vector: [1.4550710959042836, 0.11287054257768024] Predicted: 2.2472772823903244 Movie Vector: [1.8647777925875735, 0.6497290122847728] User Vector: [1.9084475513294046, -0.3289413859833921] Predicted: 3.3451078502226337 Movie Vector: [1.6621269671974088, -0.2455141978950604] User Vector: [1.6258686441732544, -0.08610599410057551] Predicted: 2.723540362676614 Movie Vector: [1.029938204857857, -0.7468139584828661] User Vector: [1.0551586946196556, -0.2840370079058756] Predicted: 1.2988710540065438 Movie Vector: [1.615068027426033, -1.0937112714774346] User Vector: [1.668886409668177, -0.26887591888563306] Predicted: 2.989437704774966 Movie Vector: [2.345718808661366, -0.1613915651891586] User Vector: [1.8688839910614568, -0.05135263335350223] Predicted: 4.392164210912486 Movie Vector: [1.9703289071772112, 0.2535842239536831] User Vector: [1.5762811223955233, 0.05823120279768985] Predicted: 3.120558775664981 Movie Vector: [1.2474645717292798, -0.5198929827436174] User Vector: [2.05124043099938, -0.7588686582177626] Predicted: 2.9533802560019047 Movie Vector: [1.8757727850789847, -0.1617372077025471] User Vector: [1.7780319631166848, -0.2687299098471992] Predicted: 3.3786475926596813 Movie Vector: [1.704335196600236, -0.8409739009971173] User Vector: [1.6270969085208098, -0.24983275570073554] Predicted: 2.983221356629958 Movie Vector: [-0.1707945199140909, 0.7290778417349413] User Vector: [1.6580630530484888, -0.11436649693807752] Predicted: -0.3665701618871078 Movie Vector: [1.6106495113301944, -0.7355147596420949] User Vector: [2.0347358548734173, -0.2873784173927025] Predicted: 3.488617377932814 Movie Vector: [1.808480726887005, -0.07135333165978389] User Vector: [1.6233003936799892, -0.3713079837585502] Predicted: 2.9622015376313975 Movie Vector: [2.014431911955822, -0.032124976936276965] User Vector: [2.025274113371295, 0.21069487176353027] Predicted: 4.073008236537175 Movie Vector: [2.0483283320954664, -0.935760618294788] User Vector: [1.3527250219406073, -0.3867158673627072] Predicted: 3.1326984671231397 Movie Vector: [2.29625938785725, -0.32490024536095236] User Vector: [2.205109885506374, 0.9020223668857891] Predicted: 4.770436987528577 Movie Vector: [1.82883736045955, -0.7437269751441068] User Vector: [1.6951586936988376, -0.38536972143618786] Predicted: 3.386779408180104 Movie Vector: [1.8281767534069455, -0.04280533588226359] User Vector: [1.975474957094366, -0.1805149572228557] Predicted: 3.6192443968731998 Movie Vector: [1.347735842475063, -0.33174798842050135] User Vector: [1.644707950606698, -0.4485192675961061] Predicted: 2.365427220229197 Movie Vector: [1.9597521361934112, 0.32091940688332715] User Vector: [2.0782862896847143, -0.3506173862454317] Predicted: 3.960406072194231 Movie Vector: [1.4733240432169756, -0.22791401211002474] User Vector: [1.8840773865803362, -0.6088397887943804] Predicted: 2.9146196319265614 Movie Vector: [2.1844558620810446, -0.1597608798553121] User Vector: [1.8810937126877005, -0.4417808806200058] Predicted: 4.17974548999555 Movie Vector: [2.0068759151099096, -0.17483465326233286] User Vector: [2.0771371722508256, 0.41632773157317166] Predicted: 4.095768048776597 Movie Vector: [2.0500799130302316, -0.181685969315399] User Vector: [1.803409080810268, 0.28998676924571226] Predicted: 3.6444462042863965 Movie Vector: [1.5639436743699766, -1.1141291883355637] User Vector: [1.8762836294424703, 0.5100253385158535] Predicted: 2.366167797159253 Movie Vector: [2.1533742206183413, -0.6631483935483942] User Vector: [1.9305651596123594, -0.3661000439985952] Predicted: 4.400007901988852 Movie Vector: [1.7004851772201341, -1.2906224502067176] User Vector: [1.9631437504936473, -0.40785642020054624] Predicted: 3.864685500838558 Movie Vector: [2.015136493510461, -0.6821777667560281] User Vector: [1.6033138544059415, -0.6857441165913685] Predicted: 3.6986956485867157 Movie Vector: [1.579597586918478, 0.09656692306658132] User Vector: [1.9833796669118355, -0.7588565898562943] Predicted: 3.0596612898658893 Movie Vector: [2.0068230876315933, -0.007621956865947397] User Vector: [1.9089395091243975, -0.07118249963258576] Predicted: 3.831446429744771 Movie Vector: [1.2344252487260072, -1.146953389352562] User Vector: [1.8395975816377501, -0.7506027030525898] Predicted: 3.131752016592304 Movie Vector: [1.69517553163744, -0.0794910939137051] User Vector: [1.637928632039466, -1.0983648841072993] Predicted: 2.8638867657557756 Movie Vector:
avg loss: 1.0475205627559212: 33%|███████████████ | 23430/70000 [00:43<01:28, 525.54it/s]
[1.523675497706291, -1.0767443570678277] User Vector: [1.57176388983509, -0.21466305518204168] Predicted: 2.6259953604594597 Movie Vector: [1.9195174675183162, 0.6281201820283513] User Vector: [1.8139686113265825, 0.18049595992477185] Predicted: 3.5953175901746484 Movie Vector: [1.9343368376494194, -0.48978578470088446] User Vector: [1.9583693826057431, -0.2766790104786531] Predicted: 3.9236594847565907 Movie Vector: [1.61147338598897, -0.6505603368471784] User Vector: [1.8629119015677664, -0.5008864475941472] Predicted: 3.3278898058875948 Movie Vector: [1.7722581764868912, -0.5583983375228406] User Vector: [2.1559445475489887, -0.24517617776421124] Predicted: 3.9577963225097665 Movie Vector: [1.81144476107044, -0.09150639834622308] User Vector: [1.7360366662535134, -0.40199342539993094] Predicted: 3.1815194946283274 Movie Vector: [1.4534023613604072, -0.6080593286528907] User Vector: [2.4030218188425843, -0.44138063898291463] Predicted: 3.760943200926728 Movie Vector: [1.8240624660755778, -0.0036825942481760778] User Vector: [2.047195546670498, -0.4574870529741457] Predicted: 3.735897296588627 Movie Vector: [2.021571067488453, -0.17486387031284956] User Vector: [1.9553645520661969, 0.2121217784030673] Predicted: 3.915815969700337 Movie Vector: [1.6112168279954213, -0.22133524863678716] User Vector: [1.6917111576460204, -0.3740071200323272] Predicted: 2.808494444211167 Movie Vector: [2.069388441343256, -0.42135835936099214] User Vector: [1.8664551361858077, -0.6926206891480987] Predicted: 4.154262202347587 Movie Vector: [1.9777636343953822, -0.6722406175593092] User Vector: [1.9715309064318185, -0.414222045665676] Predicted: 4.17767901461239 Movie Vector: [1.7691496054630138, 0.008588789798589498] User Vector: [1.8621551680427353, -0.5372828616995902] Predicted: 3.289816471292195 Movie Vector: [1.0402081764222877, -0.5420980985473192] User Vector: [1.3383498875054833, -0.13723098330625708] Predicted: 1.4665551510091535 Movie Vector: [2.0092944504368337, -0.4853145569037049] User Vector: [1.947984613904281, -0.7133394988140728] Predicted: 4.260268717043073 Movie Vector: [1.8298847472629862, 0.10808738199049578] User Vector: [2.028061377089923, -0.2024103658595097] Predicted: 3.6892405739165244 Movie Vector: [2.1782796996461964, 0.07169800382442448] User Vector: [1.8563970861022259, -0.2760142507568391] Predicted: 4.023962416332472 Movie Vector: [1.7902581169595795, 0.0432768984751115] User Vector: [1.9566609329585223, -0.5015553069622134] Predicted: 3.481222359267641 Movie Vector: [1.9029721883015367, -0.4255897432626708] User Vector: [1.9409955700816979, -0.5059717135849517] Predicted: 3.9089969591647504 Movie Vector: [2.075063191377481, 0.08909376990469359] User Vector: [1.852754147456996, -0.0060978653248722125] Predicted: 3.844038652249814 Movie Vector: [1.8497998410786558, 1.0059605525245772] User Vector: [1.7597307706750183, -0.4204558504788463] Predicted: 2.832187700275978 Movie Vector: [2.244323940387887, 0.06187836353216525] User Vector: [1.519439138133334, -0.32741574305690024] Predicted: 3.389853683299951 Movie Vector: [1.8623118995256278, -0.20115001321859874] User Vector: [1.5347127126061493, 0.15483430035824408] Predicted: 2.8269688254759338 Movie Vector: [1.9530083158708897, 1.04405252203043] User Vector: [2.056647700570659, -0.2358749714366716] Predicted: 3.7703842032189283 Movie Vector: [1.825902072950727, -0.727068113980303] User Vector: [1.8273783237926937, -0.995311407684654] Predicted: 4.060273057486667 Movie Vector: [2.1439759085219956, -0.19345236962515855] User Vector: [1.543856533343384, -0.6872180356276721] Predicted: 3.4429351711438203 Movie Vector: [1.7315213221899557, -0.7476771584594591] User Vector: [1.9121121139171027, -0.3665594446817451] Predicted: 3.5849310196712976 Movie Vector: [1.5087410860840758, -1.6454446696498302] User Vector: [1.6082107587662888, -0.2184223925750895] Predicted: 2.78577560842799 Movie Vector: [1.9086317208077035, -0.40086079529558505] User Vector: [2.077001953571567, -0.2086751087131601] Predicted: 4.047881482803412 Movie Vector: [2.200454326564974, -0.11576261553163872] User Vector: [2.0769995172932583, -0.10719826481340963] Predicted: 4.582752125616566 Movie Vector: [1.9960541512403536, -0.17075672674165968] User Vector: [1.9849970818854532, -0.1941519002292277] Predicted: 3.995314408471263 Movie Vector: [2.1391862400311568, -0.16735774164852898] User Vector: [1.7085881675205572, 0.05618544930789889] Predicted: 3.645585227930347 Movie Vector: [1.9867920692461363, -0.38956931018849666] User Vector: [1.99576616986446, -0.13060966626538645] Predicted: 4.016053915947403 Movie Vector: [2.2081508691868272, -0.41880332007256993] User Vector: [1.7283774334505582, -0.3091627688248392] Predicted: 3.9459965259834187 Movie Vector:
avg loss: 1.0474682410538534: 34%|███████████████ | 23495/70000 [00:44<01:23, 559.92it/s]
[1.5355874451877798, 0.22860976281661397] User Vector: [2.250685115336157, -0.2423841165653932] Predicted: 3.4007124307826837 Movie Vector: [1.402376659338239, -0.39225919586278846] User Vector: [2.233997670897877, -0.1612734137165218] Predicted: 3.1961671702616608 Movie Vector: [1.7611543089684387, 0.22720731363061664] User Vector: [1.692354891796063, -0.051181826892239435] Predicted: 2.9688692245955592 Movie Vector: [2.0185511874958526, -0.00805928631525064] User Vector: [1.7221052905367396, -0.7095902262660457] Predicted: 3.4818764700058074 Movie Vector: [1.7344889984885332, -0.3040104428877847] User Vector: [1.8886625395750791, -0.6095490832771395] Predicted: 3.4611736835193154 Movie Vector: [2.430324425813213, 0.24754423978082896] User Vector: [1.9758378335591662, 0.022643524717030822] Predicted: 4.8075322224567385 Movie Vector: [2.0350808271427283, -1.1708028973234639] User Vector: [2.065914030400475, -0.06360901440894895] Predicted: 4.278775652159053 Movie Vector: [1.410049966388781, -0.29364554982470903] User Vector: [1.8814033484345671, -0.16933565669352948] Predicted: 2.7025973902386013 Movie Vector: [2.151202946075635, -0.18913280759903514] User Vector: [1.1941036926588406, -0.3847868038718955] Predicted: 2.6415351901108433 Movie Vector: [1.9885588930771214, -0.13449105807889447] User Vector: [1.5967241896552111, -0.2664552020782248] Predicted: 3.211015929188356 Movie Vector: [2.295989097376331, -0.3655154698349798] User Vector: [2.139107143607093, -0.45634392341549146] Predicted: 5.078167443415262 Movie Vector: [1.9378772838065086, -0.10913217718277955] User Vector: [1.558689630919003, 0.0159750716367481] Predicted: 3.0188058339143176 Movie Vector: [2.038492905146628, 0.26317568355174414] User Vector: [1.628241730554489, 0.2592084041961974] Predicted: 3.387376564555684 Movie Vector: [2.019430364599937, 0.11795933878826163] User Vector: [1.5808688966939712, -1.1124972738174077] Predicted: 3.0612252096121617 Movie Vector: [1.9113897053493256, 0.2643112725023453] User Vector: [1.9280498271149802, -0.6614860012711634] Predicted: 3.510416384209651 Movie Vector: [2.070112740735786, -0.17202326264037301] User Vector: [1.829912794794663, -0.19973012924630104] Predicted: 3.8224840194203935 Movie Vector: [1.4828160894542757, -0.4175218563629093] User Vector: [1.8171767458283572, -0.06327376952402414] Predicted: 2.7209570978072004 Movie Vector: [1.1732309957802816, -0.638808440178812] User Vector: [2.01289218198729, -0.321344230040395] Predicted: 2.566864905423858 Movie Vector: [1.4948237874041141, -1.2203558255156124] User Vector: [1.7252991132855378, -1.4931137460579849] Predicted: 4.401148213085747 Movie Vector: [2.10256451340839, -0.48976335753094924] User Vector: [1.9966443777549037, -0.18907553913772554] Predicted: 4.290675885438904 Movie Vector: [1.582276839008085, -0.310410163163192] User Vector: [2.4415215315276995, 0.03078918597801765] Predicted: 3.8536056950327287 Movie Vector: [1.736453287365401, -0.5507025290696357] User Vector: [1.9509758646174284, 0.1918219466388102] Predicted: 3.282141622540436 Movie Vector: [1.5492873137921117, -0.5590242535123893] User Vector: [1.2045779569829111, -0.5591510158241897] Predicted: 2.178816326449056 Movie Vector: [1.9025985400476904, 0.13941301288302005] User Vector: [1.8282603664160064, -0.5054340016364204] Predicted: 3.4079814269884947 Movie Vector: [2.2116184699777004, 0.040986641425045274] User Vector: [1.7454048089250227, 0.2607834971648648] Predicted: 3.870858152694345 Movie Vector: [1.9627515161994882, 0.3204133963383377] User Vector: [1.708775053833652, -0.12155627993626629] Predicted: 3.31495256725523 Movie Vector: [1.9356916050271145, -0.2280449236118111] User Vector: [1.7852284254122035, -0.2977766500193125] Predicted: 3.5235581295332117 Movie Vector: [2.2653655285315244, -0.2297707008657802] User Vector: [2.0038549865366506, -0.13764643744771599] Predicted: 4.57109112908017 Movie Vector: [1.8333404814187058, -0.221973246924742] User Vector: [1.9535954587625328, -0.8290197454918491] Predicted: 3.765625843536648 Movie Vector: [1.8809120812283842, -0.17739215174385156] User Vector: [1.5128278736711924, -0.49240323352431425] Predicted: 2.9328446935277017 Movie Vector: [1.6314331645188591, 0.9355028507694992] User Vector: [1.7583952670040308, -0.7299426890660217] Predicted: 2.185840888403753 Movie Vector: [2.0645250971921754, 0.11462423787571048] User Vector: [1.9165851392758386, -0.4607886809987124] Predicted: 3.9040205695592984 Movie Vector: [2.441768916348695, 0.0841228322012473] User Vector: [1.4546612801529473, -0.49544960225457485] Predicted: 3.510268073938831 Movie Vector: [1.58266060320099, -0.09058884441184145] User Vector: [1.8269462896298532, 0.35391643610725326] Predicted: 2.8593750357960803 Movie Vector: [1.685917444841607, -0.8930751269353921] User Vector: [1.843168144079658, -1.5005233325615452] Predicted: 4.4475093935771435 Movie Vector: [1.9379463358549702, -0.9955233473988148] User Vector: [1.6308791440730317, 0.0016746131380207252] Predicted: 3.1588891450018615 Movie Vector: [2.1815660968157156, 0.10600980160871835] User Vector: [2.041231519749589, -0.5754911925687] Predicted: 4.392073772085549 Movie Vector: [1.2932906862777063, -0.28313663402569994] User Vector: [1.9713198806545018, 0.12707378277075812] Predicted: 2.5135103981979214 Movie Vector: [1.6083356502520532, -0.1414158508742247] User Vector: [1.4404724446364872, 0.12161319506950327] Predicted: 2.2995651524563026 Movie Vector: [1.646555050345206, 0.14140863982984048] User Vector: [1.4606441273130912, -0.3550913932736592] Predicted: 2.354817973646325 Movie Vector: [2.0092225118049956, 0.12335184984510288] User Vector: [2.0877663306185075, -0.04546772511805254] Predicted: 4.189178582865656 Movie Vector: [1.3056099550396079, -1.1211737505455412] User Vector: [1.6333519908848257, 0.11792130575331261] Predicted: 2.0003103467423227 Movie Vector: [1.6935671312482212, -0.5599436889950797] User Vector: [1.8903638774409337, -0.08670500908485557] Predicted: 3.2500080515742322 Movie Vector: [1.7819954042647754, 0.6048608767423261] User Vector: [1.7725953114208999, -0.6858506449976806] Predicted: 2.743912476125745 Movie Vector: [1.6065716453407217, -0.97099439354298] User Vector: [1.3790340961610765, -0.40104580281414154] Predicted: 2.604930302936931 Movie Vector: [2.2123839754601984, -0.21450914131104792] User Vector: [1.9323704917886302, -0.3679495688621858] Predicted: 4.354074056747706 Movie Vector: [1.8920562871258357, 0.13497845333067107] User Vector: [1.8717824354273174, -0.5030191243881239] Predicted: 3.4736209816763073 Movie Vector: [1.7749879379569355, -0.29834712227956833] User Vector: [1.6848339113506456, -0.34754714367108697] Predicted: 3.0942495602789535 Movie Vector: [1.4533308151415094, -0.647476781700574] User Vector: [1.9231905649970835, -0.09322648573993805] Predicted: 2.8553940964558207 Movie Vector: [1.97222869645923, -0.19987683887028893] User Vector: [1.5723598538783714, -0.5537703843218769] Predicted: 3.2117390988576076 Movie Vector: [2.070925277923821, 0.12200807666140415] User Vector: [1.8302369970032006, -0.400594269789968] Predicted: 3.7414083253066592 Movie Vector: [1.825286077821795, -0.6046728604483232] User Vector: [1.8791797966948705, 0.20771474841676793] Predicted: 3.3044412495486672 Movie Vector: [2.198405139742998, -0.21059198913202054] User Vector: [1.6092524802579404, 0.1863899524329598] Predicted: 3.4985366929061437 Movie Vector: [1.6452762600716104, -0.5596671478439763] User Vector: [2.1702506348732724, 0.9727828661055721] Predicted: 3.0262272358175415 Movie Vector: [1.7893910804807203, -0.1262676816269096] User Vector: [1.8642261217324285, -0.043727913808510294] Predicted: 3.341351016526155 Movie Vector: [1.8597427995364315, 0.14366231632965143] User Vector: [1.9695144110641598, 0.09786775134762964] Predicted: 3.676850152412382 Movie Vector: [2.177022864478097, -0.16314227226633365] User Vector: [1.8997700215732058, -0.8736871041224143] Predicted: 4.278378073631241 Movie Vector: [1.7208595997669642, 0.11225030880412853] User Vector: [1.5868606954161273, -0.6279298376256486] Predicted: 2.660279143018918 Movie Vector: [1.9039731957906296, -0.2885740337548281] User Vector: [1.791222428970676, -0.3757721041528821] Predicted: 3.5188775643270884 Movie Vector: [1.7809215493172712, -0.598799741361221] User Vector: [2.1788703619431784, -0.22770456211366893] Predicted: 4.016746613653764 Movie Vector: [1.6914641696572978, 0.17265815773913756] User Vector: [1.9342103418019183, -0.17954877837042588] Predicted: 3.2406469284407895 Movie Vector: [1.8760008416180358, 0.10491794854005751] User Vector: [1.6494356714596845, 0.18254068097163267] Predicted: 3.113494501625827 Movie Vector: [1.6243365356122696, 0.01889879962940528] User Vector: [1.8206778529032257, -0.3322593904708509] Predicted: 2.9511142524053144 Movie Vector: [2.0238776273546244, -0.2200703810455287] User Vector: [1.5547948203904058, 0.02590853404861229] Predicted: 3.141012751154585 Movie Vector: [1.9485230360618748, -0.30965514778183306] User Vector: [2.100289928594311, -0.6622472265957863] Predicted: 4.297531571094392 Movie Vector: [1.683890418914819, -0.9885652284387317] User Vector: [1.6985150787336996, -0.4121325546793632] Predicted: 3.267533180525669 Movie Vector: [1.7884343963895013, -0.10993757731535639] User Vector: [1.6890340235684698, -0.2792788453893321] Predicted: 3.05142978407954 Movie Vector: [1.8247609882399036, 0.22528365916343374] User Vector: [2.0470306853333256, -0.31689496281789525] Predicted: 3.6639504795321707 Movie Vector: [1.641279180083962, -0.542929940988509] User Vector: [1.9632905407292918, -0.3091383657367061] Predicted: 3.390148363621484 Movie Vector: [2.2315975061602638, -0.23245543817915607] User Vector: [1.5214974746149044, -0.23889247494141957] Predicted: 3.4509018249199706 Movie Vector: [1.9559837481223388, -0.532549683697289] User Vector: [2.031414888029943, -0.3314295934492677] Predicted: 4.149917231839658 Movie Vector: [1.554848713137344, -0.9314368060730643] User Vector: [2.3627096991291245, -0.42451527457921473] Predicted: 4.069065286691334 Movie Vector: [1.7834045174884494, -0.3802656954650189] User Vector: [1.6950036023110655, -0.45653847405264436] Predicted: 3.1964830018629167 Movie Vector: [2.20065178238623, -0.0797344478761651] User Vector: [2.0223116337860114, -0.5433488877899927] Predicted: 4.4937273250036585 Movie Vector: [1.9099583879350661, -0.33699971856586713] User Vector: [1.6946378605237304, -0.9058321737950639] Predicted: 3.541952983856478 Movie Vector: [2.1719555060375466, 0.25971241434010167] User Vector: [1.6426178207989213, -0.0885800293252052] Predicted: 3.544687486921247 Movie Vector: [1.6848667147332324, -0.4358857466834577] User Vector: [2.00220109447761, -0.31962169858347783] Predicted: 3.512760523031067 Movie Vector: [1.5920879967288102, -0.4354381466061541] User Vector: [1.6499165136787894, -0.17910300402831045] Predicted: 2.7048005571583285 Movie Vector: [1.7998446560093888, -0.5580401396157137] User Vector: [1.7769764873390785, -0.6812019882524086] Predicted: 3.5784196872224516 Movie Vector: [1.3282472067139088, -0.28088329232914244] User Vector: [1.8182499714220464, -0.3784558287243612] Predicted: 2.52138736482223 Movie Vector: [1.643201537911154, -0.5605971114791393] User Vector: [1.7982524302691445, -0.5789901842928525] Predicted: 3.279471383860076 Movie Vector: [1.7682883072537938, -1.0157131269487825] User Vector: [1.7758779782764156, -0.444922533950701] Predicted: 3.592177922304735 Movie Vector: [1.7408811617493278, -0.2534931152982905] User Vector: [1.8996031495040255, -0.2708735582150946] Predicted: 3.375647919895127 Movie Vector: [2.1783258722042005, -0.03035793929743014] User Vector: [2.056501514822246, 0.06953044300822517] Predicted: 4.4776196549962615 Movie Vector: [1.832216153919548, -0.7655946639641411] User Vector: [1.7989467183184562, -0.6389122881954531] Predicted: 3.785207075927193 Movie Vector: [2.0893908714911578, -1.1724750910075545] User Vector: [1.8127262370745194, 0.1024711923141624] Predicted: 3.667348731721817 Movie Vector: [1.7723439026214993, -0.6216902967323562] User Vector: [2.0098283395865746, -0.2598584854101605] Predicted: 3.7236585018852213 Movie Vector: [2.0033877720009787, -0.2651900153187279] User Vector: [1.5392953936766676, -0.40209591549067275] Predicted: 3.190437391177838 Movie Vector: [1.0465402858828485, -1.3220906483126589] User Vector: [1.941819712786882, -0.3299216525933248] Predicted: 2.4683788889224267 Movie Vector: [2.007685345372202, 0.10769735708388008] User Vector: [2.4370401068991074, 0.2549651119010183] Predicted: 4.920268777405978 Movie Vector: [1.9872582483782868, -0.7204966451510129] User Vector: [1.687802529645651, -0.4474424854579031] Predicted: 3.6764803083425077 Movie Vector: [2.356084879576492, -0.14027678030168808] User Vector: [1.8952844099720825, -0.07183010877877694] Predicted: 4.475527037220483 Movie Vector: [2.0174059124993104, -0.21578783038244126] User Vector: [1.8773876684081192, -0.48332589535789167] Predicted: 3.8917488286267647 Movie Vector: [1.3757277652101263, -0.45974605376137495] User Vector: [2.0441710236147568, -0.4886271645776991] Predicted: 3.036867244700033 Movie Vector: [1.7655532727262757, -0.9866102153091119] User Vector: [1.652687904207175, -0.16844368799256818] Predicted: 3.0840968013459156 Movie Vector: [2.151896579607148, 0.022857851614529502] User Vector: [1.686650655445164, -0.7094486697589947] Predicted: 3.6132813040231255 Movie Vector:
avg loss: 1.0474693090938247: 34%|███████████████▏ | 23562/70000 [00:44<01:19, 587.12it/s]
[2.1311770337180533, -0.5940661289873519] User Vector: [1.9523389137117606, -0.09910635528115656] Predicted: 4.219655583776479 Movie Vector: [1.8524753683797948, -0.389806751817086] User Vector: [1.9342842834146423, -0.48315001880583786] Predicted: 3.7715491299408543 Movie Vector: [2.010201522904344, -0.42420950452417655] User Vector: [1.998267886530204, -0.4573882730676675] Predicted: 4.210949601367065 Movie Vector: [2.1096845651826, -0.3727317799542434] User Vector: [1.9822883144974632, -0.28376628798285364] Predicted: 4.287771774447988 Movie Vector: [1.624883222440492, -0.5546990936748726] User Vector: [1.9166508085088327, -0.2895564271917878] Predicted: 3.2749504297540257 Movie Vector: [2.2130618616503157, -0.4509887912898445] User Vector: [1.7268049134914918, -1.1018308986895144] Predicted: 4.31843948176418 Movie Vector: [1.7889262656331097, -0.4842181022513858] User Vector: [1.9053032437476045, 0.4352822588506657] Predicted: 3.197675467411687 Movie Vector: [2.0285242782256834, -0.5737098398270498] User Vector: [2.0075367127203494, -0.31136913126727667] Predicted: 4.250972495609045 Movie Vector: [1.994836615380831, -0.42069259442148405] User Vector: [1.8855556920509635, -0.5495834104863945] Predicted: 3.9925812056515335 Movie Vector: [1.5972514986773194, -1.2500096209061546] User Vector: [1.8683639064277078, -0.4569654544152345] Predicted: 3.555458264057063 Movie Vector: [1.8768662590411944, 0.18141841983412751] User Vector: [1.4092461576379078, -0.4970142256327955] Predicted: 2.554799028504653 Movie Vector: [1.7661959231731936, -0.1257236082295388] User Vector: [1.6831751793918688, -0.10348778815941098] Predicted: 2.9858279979633227 Movie Vector: [2.044382984170988, -0.5896602126526986] User Vector: [1.793007205138245, -0.3731177626885736] Predicted: 3.885606119972052 Movie Vector: [1.1384340922308795, -0.5649371331477497] User Vector: [1.7983275466933852, -0.8660851831108122] Predicted: 2.5365610685620346 Movie Vector: [1.9146840476094171, -0.3171628980947576] User Vector: [1.758547377675445, -0.04264230436283884] Predicted: 3.380587167833704 Movie Vector: [1.9310918562658845, 0.08706838722010964] User Vector: [2.0412413758343484, 0.6468006921783618] Predicted: 3.9981404906675 Movie Vector: [2.13146811920328, -0.34761931097817067] User Vector: [1.520348894619224, -0.48816960999176506] Predicted: 3.410272382412643 Movie Vector: [2.1611461947381576, -0.3800985567675504] User Vector: [1.859506159772433, -0.6044387343821445] Predicted: 4.248410951877416 Movie Vector: [2.0961440483483544, 0.21502166663957123] User Vector: [1.9188059090144423, 0.17378670645203248] Predicted: 4.059461493377396 Movie Vector: [2.2620497128504757, -0.23723678231217454] User Vector: [1.7300421817201288, -0.22941395335029902] Predicted: 3.9678668484895683 Movie Vector: [1.8899619081950083, -0.7087702076200373] User Vector: [1.6081697990973873, -0.6265398616689322] Predicted: 3.483452450041 Movie Vector: [1.6009665841474676, -1.7082787423468668] User Vector: [1.9238077775966955, -0.46038767380625634] Predicted: 3.866422442657064 Movie Vector: [1.7144119826779194, -0.04777507855241388] User Vector: [1.7762010660185246, 0.7263905711974732] Predicted: 3.0104370246287604 Movie Vector: [2.144309148949175, -0.37462561837799846] User Vector: [1.8500955451069903, -0.41257206028156734] Predicted: 4.1217368670114976 Movie Vector: [1.858616640761213, -0.4673447723066822] User Vector: [1.3766561891250777, -0.2892259889146838] Predicted: 2.693844355649293 Movie Vector: [0.9976552475741864, -0.6556619847034096] User Vector: [1.3458417283705009, -0.5355947581271876] Predicted: 1.6938551848235575 Movie Vector: [1.8703452655301085, 0.4902038561095886] User Vector: [1.964688462951102, -0.3112749013611154] Predicted: 3.522057607964869 Movie Vector: [1.9202407835784525, -0.7205667992516434] User Vector: [1.8541750312575742, -0.7536636747626018] Predicted: 4.103527536749565 Movie Vector: [1.6022581111130612, -0.9957799656378875] User Vector: [1.930248469019383, -0.7056099634302518] Predicted: 3.7953885310882023 Movie Vector: [1.7795915361966907, -0.598660747293232] User Vector: [0.9979078744767673, -0.23420388540401588] Predicted: 1.9160770803778313 Movie Vector: [1.433237859946847, 0.39307063961063654] User Vector: [2.0370572422959548, -0.29344267291803483] Predicted: 2.804243863404533 Movie Vector: [2.132124833591985, -0.2754684894056257] User Vector: [1.9709952130088344, -0.03985087273659722] Predicted: 4.213385500261306 Movie Vector: [2.2195143711401433, -0.39436629843911597] User Vector: [2.009688177838988, -0.35625674952856035] Predicted: 4.601027447829612 Movie Vector: [2.112089110770401, -0.6186979251760318] User Vector: [1.8698243487797102, 0.21755851285388622] Predicted: 3.8146326456038993 Movie Vector: [2.1743344876553494, 0.2653134434397859] User Vector: [1.9338928061522027, -0.27346348171031937] Predicted: 4.132376285857718 Movie Vector: [1.6970640688191132, 1.0314433320768166] User Vector: [1.9464051789054453, -0.446557455642056] Predicted: 2.8425755824726817 Movie Vector: [2.048810158006074, -0.2770552855972706] User Vector: [2.0797869129005, -0.12016396475817412] Predicted: 4.294380615213214 Movie Vector: [1.8284171353794942, -0.12954919674026877] User Vector: [2.248343708722332, -0.3167682635663658] Predicted: 4.151947237348427 Movie Vector: [1.9368088447006342, -0.10914312765740726] User Vector: [1.6844910116191054, -0.45030432860524033] Predicted: 3.3116847129442473 Movie Vector: [1.950057338406098, -0.14489519220763697] User Vector: [1.85759435693477, -0.07269628648037973] Predicted: 3.6329488499247606 Movie Vector: [2.0944169167140165, -0.49434333100004035] User Vector: [1.5661620696213168, -0.24354498417511852] Predicted: 3.4005911716562016 Movie Vector: [2.0881764815514523, 0.11823220865549867] User Vector: [1.5573612690493062, 0.01604987875902462] Predicted: 3.2539427879222176 Movie Vector: [1.6755365789415049, -0.5623515073897716] User Vector: [2.0995253604151256, -0.27631056677531407] Predicted: 3.6732152035247094 Movie Vector: [2.0533154533996383, -0.32252523124410026] User Vector: [1.6561717852692617, -0.5638126785083896] Predicted: 3.5824869346921164 Movie Vector: [1.5925178767479182, -0.09300941033262919] User Vector: [2.188772770018254, -0.3203178331559376] Predicted: 3.515452337173989 Movie Vector: [1.7281950627251732, -0.4885859732165308] User Vector: [1.8124061096882995, 0.34670639211430343] Predicted: 2.962795410404699 Movie Vector: [2.1695391837530926, -0.9074682275360227] User Vector: [1.6472759036025806, -0.1654194036709137] Predicted: 3.7239424723673906 Movie Vector: [1.484929827629434, -0.883416787837125] User Vector: [1.9778812455767072, -0.5773605761048787] Predicted: 3.447064882632074 Movie Vector: [2.223652738774607, -0.2269054152315294] User Vector: [2.099443742032253, -0.6643844876434616] Predicted: 4.819186264915355 Movie Vector: [2.0270679739133146, -0.3204208246885437] User Vector: [1.7978141912030843, -0.58056830195806] Predicted: 3.830317744136069 Movie Vector: [2.0518592090840873, -0.5912159857164868] User Vector: [1.8021637868429838, -0.46002122611758545] Predicted: 3.9697582649612437 Movie Vector: [1.957994027920798, 0.28803550604897266] User Vector: [1.793807237969755, -0.22877258155121233] Predicted: 3.4463692328886486
avg loss: 1.0470214994353477: 34%|███████████████▏ | 23624/70000 [00:44<01:20, 574.47it/s]
Movie Vector: [1.7010895126435297, -0.5110809825974857] User Vector: [2.2304696073941477, -0.4235761696005694] Predicted: 4.010710182372653 Movie Vector: [1.9112076974484573, -0.4442456002482506] User Vector: [1.432724201298704, -0.9846184966291601] Predicted: 3.1756459568933275 Movie Vector: [2.03212735030832, -0.8079387685168882] User Vector: [1.8246122408412426, -0.3808328018134934] Predicted: 4.015534023228871 Movie Vector: [2.229076105468234, -0.0217488182486507] User Vector: [2.0427576124094298, -0.3117899642339535] Predicted: 4.560243246349078 Movie Vector: [2.0272352207077273, 0.26602157527341513] User Vector: [1.884238068509909, -0.5942294176166405] Predicted: 3.6617159309334046 Movie Vector: [1.2984707517502594, -0.4412789710199897] User Vector: [1.807984914976739, -1.003361740541814] Predicted: 2.790377968130093 Movie Vector: [2.093244405161355, -0.23531214493147415] User Vector: [1.897728944221849, -0.1660345553629896] Predicted: 4.01148044236036 Movie Vector: [1.4344162833604472, -0.5872348700810106] User Vector: [1.9585859922363036, -0.5192051485446907] Predicted: 3.114323007576466 Movie Vector: [1.6071682215881646, 0.3147352628497921] User Vector: [1.6369313319044494, -0.7152769337400575] Predicted: 2.4057011438077494 Movie Vector: [2.0785196573258644, -0.33110553061383435] User Vector: [1.5765090207698544, -0.6502561424244349] Predicted: 3.4921083946940397 Movie Vector: [1.9860195080823828, -0.2602807421305847] User Vector: [1.6686721669933626, -0.4802246533284557] Predicted: 3.439008705400655 Movie Vector: [1.9861161585127909, 0.5148317508249283] User Vector: [1.7554892279977072, -0.41114749436315] Predicted: 3.2749337374511285 Movie Vector: [2.1894189577371455, 0.0810035800361252] User Vector: [1.4814594052103551, -0.1508470757402398] Predicted: 3.231316153712607 Movie Vector: [1.8774571651897276, -0.20301985548998916] User Vector: [1.8865266038345745, -0.13040890208886935] Predicted: 3.568348486146955 Movie Vector: [2.005419593278797, 0.3173781385903044] User Vector: [1.9000292036945903, -0.2749667113580868] Predicted: 3.7230873698659144 Movie Vector: [1.0725739787169368, -0.26089713604000636] User Vector: [2.368166321107198, -0.6767992464105516] Predicted: 2.7166085583559463 Movie Vector: [2.2115530533499004, -0.4194118842990814] User Vector: [1.728653499962494, -0.5584602288930908] Predicted: 4.057233782932193 Movie Vector: [1.9910533569844384, -0.387719331389846] User Vector: [1.7472363008378575, -0.4676757697343202] Predicted: 3.6601676389769104 Movie Vector: [1.935221111867475, -0.04036549571677908] User Vector: [2.1727244764451434, -0.0888448792992886] Predicted: 4.208288544682661 Movie Vector: [1.8318793373475963, -0.8939493870999975] User Vector: [2.319867538188463, -0.3304291834702544] Predicted: 4.545104374634068 Movie Vector: [2.253046908867552, -0.06213971621284169] User Vector: [1.8968530007219406, -0.16593608614301034] Predicted: 4.284010011155106 Movie Vector: [1.4566380561460939, 0.1590991701873304] User Vector: [1.8751948055048837, -0.3506184176219633] Predicted: 2.675697017089837 Movie Vector: [2.0101594378437597, -0.5708614513720097] User Vector: [1.7900786107998625, -0.40472339200522806] Predicted: 3.8293843969458976 Movie Vector: [2.0819531136888036, -0.17331560795155818] User Vector: [1.8182999360430632, -0.1673446205453779] Predicted: 3.814618648112253 Movie Vector: [1.4025592191877012, -0.8576211591534789] User Vector: [1.447959278336849, -0.6870636227780762] Predicted: 2.6200889354188406 Movie Vector: [1.9090539989770463, -0.24439235919942315] User Vector: [1.8078824306347054, -0.8404209923355739] Predicted: 3.656737652921138 Movie Vector: [1.5233803394609098, -0.9546379060373942] User Vector: [2.086757219583726, -0.2888248768340963] Predicted: 3.4546480971743705 Movie Vector: [1.7696114150200908, -0.1955648607679502] User Vector: [1.9807764638875225, 0.011524174019701959] Predicted: 3.5029509176108617 Movie Vector: [1.6113035940618001, -1.9913474091518961] User Vector: [1.8141964089436533, 0.047923262288696415] Predicted: 2.8277893298682177 Movie Vector: [2.2065518129413015, -0.20566997625405348] User Vector: [1.6154314738185274, -0.319754759156026] Predicted: 3.6302972009594505 Movie Vector: [2.136099703701278, -0.372794908743217] User Vector: [1.6524066750187656, -1.2079950548481166] Predicted: 3.98003981513596 Movie Vector: [1.513018494215443, -0.7271298207620703] User Vector: [1.5901697426686028, -0.29300097731577085] Predicted: 2.6190059777181354 Movie Vector: [2.0617082227695427, -0.31417442075140994] User Vector: [1.8778769966464248, -0.07303873282272169] Predicted: 3.894581346912702 Movie Vector: [1.99534649802512, -0.4208412100491091] User Vector: [1.6026294137109327, -0.26555818646132945] Predicted: 3.3095588168089938 Movie Vector: [1.7280418486498297, 0.08565654749604706] User Vector: [1.474017992590597, -0.17014022040643373] Predicted: 2.5325911529891347 Movie Vector: [1.7101678213178337, -1.2926340851462226] User Vector: [1.696170062957919, -0.1472301500574579] Predicted: 3.0910501714787406 Movie Vector: [2.294846995022404, -0.12271887866424741] User Vector: [1.6213226769607934, -0.313075382498831] Predicted: 3.7591077330627938 Movie Vector: [1.5384110973552185, 0.09431590740921983] User Vector: [1.783065848060833, -0.5168088820708762] Predicted: 2.69434498930222 Movie Vector: [1.905006770738095, -0.4004965987917953] User Vector: [1.4094282900987634, -1.7618151299744553] Predicted: 3.3905714027626543 Movie Vector: [1.2936921488586122, -0.27369090224923687] User Vector: [2.0723569090834153, -0.10301577467636915] Predicted: 2.7091863432311944 Movie Vector: [1.7762035730126198, -0.2036929528884051] User Vector: [2.005984664308787, -0.23820813915173622] Predicted: 3.6115584474196574 Movie Vector: [1.9132439081475014, -0.717722790050651] User Vector: [2.0276805351548264, -0.26612055268939144] Predicted: 4.070448217120289 Movie Vector: [2.1809329499107246, -0.3428964333679293] User Vector: [1.956546884877765, -0.010684043166413255] Predicted: 4.270761089570815 Movie Vector: [2.0735250757566264, 0.07989152758923665] User Vector: [2.058803086992161, -0.16281521836268384] Predicted: 4.255972270413627 Movie Vector: [1.8111525391231855, 0.14124780263159187] User Vector: [1.8155424341708468, -0.7389887527239232] Predicted: 3.183843752042703 Movie Vector: [1.7751198730304723, 0.02089871376750675] User Vector: [1.7242754194540386, -0.7022518164873617] Predicted: 3.0461194039453363 Movie Vector: [1.303394958142102, 2.1002429561633242] User Vector: [1.6703084394686232, -0.4399777412382302] Predicted: 1.2530114466413629 Movie Vector: [1.6849213464231974, -0.5498018062063331] User Vector: [2.0509698857677194, -0.08486069241842403] Predicted: 3.5023795033687466 Movie Vector: [1.7027409952605697, -0.2937640564328287] User Vector: [1.7212913501551999, -0.7022869483176603] Predicted: 3.1372200094143032 Movie Vector: [1.6948505586572589, 0.14267580130080357] User Vector: [2.1805564973412217, -0.3035066200090095] Predicted: 3.652414347492601 Movie Vector: [1.9975713804483164, -0.28554097833220277] User Vector: [1.75829125223716, -0.328572224734205] Predicted: 3.6061331184649763 Movie Vector: [1.8334393810807088, -0.1842088612689742] User Vector: [2.032925418178486, -0.08746265938267428] Predicted: 3.7433569173768433 Movie Vector: [2.296087965235735, 0.08872746968337152] User Vector: [1.917428335544737, -0.3857547497164593] Predicted: 4.3683570825855735 Movie Vector: [1.9109513383588212, 0.21546492514600749] User Vector: [2.0184955320511633, -0.17012969813395715] Predicted: 3.8205897557709254 Movie Vector: [1.3122850637852521, -0.44894538021013297] User Vector: [1.5663657343952948, -0.4034145873992725] Predicted: 2.236629472994243 Movie Vector: [1.3651271584029987, -1.1168768528930062] User Vector: [2.066019336359148, 0.40781001785852644] Predicted: 2.3649055365255407 Movie Vector: [1.2090603602009755, -0.9065493924144506] User Vector: [1.564737417741486, -0.31502962863861084] Predicted: 2.177451904349348 Movie Vector: [1.2657729823982948, -0.3990088269682825] User Vector: [1.7258614545778488, 0.25850538425930203] Predicted: 2.081402870428974 Movie Vector: [1.368603351152779, -0.9608900439796703] User Vector: [1.791911439793345, -0.1561749561925819] Predicted: 2.6024829619945864 Movie Vector: [1.6346253195239837, -0.9518354995579158] User Vector: [1.6153298765770383, -0.357331290839826] Predicted: 2.980579723360579 Movie Vector: [1.8140364150908996, 0.6176244635837866] User Vector: [1.6539120996942527, -0.2703229590540164] Predicted: 2.8332987036247057 Movie Vector: [1.083979584814421, -0.1500625084474053] User Vector: [2.374140807385508, 0.21974043694408105] Predicted: 2.5405453655055594 Movie Vector: [1.8927740150652193, -0.6615065439439747] User Vector: [1.9707107316017292, -0.3114749412076817] Predicted: 3.9361527758693664 Movie Vector: [1.089242314161454, -0.5921498948716087] User Vector: [1.5524565908738908, 0.0047634020096894054] Predicted: 1.6881807616794096 Movie Vector: [1.9292992633351056, 0.1108164084577682] User Vector: [1.8942851509035858, -0.47823501946413527] Predicted: 3.6016466589291714 Movie Vector: [1.7784787921660925, -0.021574482668733474] User Vector: [1.9526794505245633, -0.34916700195750383] Predicted: 3.4803320880887005 Movie Vector: [1.5874196921491184, -0.31027994021417754] User Vector: [2.2127721076988722, -0.012434590413722635] Predicted: 3.5164562219696576
avg loss: 1.0474235025004162: 34%|███████████████▏ | 23686/70000 [00:44<01:24, 549.18it/s]
Movie Vector: [1.352981928062638, 1.6313709382151365] User Vector: [2.0006005592278795, -0.7493327578317757] Predicted: 1.484336717727969 Movie Vector: [2.2174832313403545, -0.029034026570818654] User Vector: [2.1620861846444988, -1.1240968259104218] Predicted: 4.827026916273478 Movie Vector: [1.5582764571012069, 0.08855807498063877] User Vector: [1.7830590289608095, -0.23895667574446328] Predicted: 2.757337363243666 Movie Vector: [1.8621292784727386, -1.1429900084569424] User Vector: [1.9400750300945995, -0.567792503050661] Predicted: 4.261651673836697 Movie Vector: [2.0201407379660794, -0.27010043956196395] User Vector: [1.7571188981934143, -0.05334308460918993] Predicted: 3.5640354582911216 Movie Vector: [1.4659107980115393, -0.588801238076118] User Vector: [1.613809195474868, -0.20820544803264907] Predicted: 2.488291951152741 Movie Vector: [1.777072366997582, -0.5757142472140744] User Vector: [1.8299542586346036, -0.12086216297458002] Predicted: 3.3215432150626754 Movie Vector: [2.0924502774765132, -0.23524266575877373] User Vector: [2.0909729116200912, -0.318870029956081] Predicted: 4.450268684992782 Movie Vector: [1.5293401534753017, -0.736579365946054] User Vector: [1.7422402840796896, -0.07491241585831804] Predicted: 2.7196569632196925
avg loss: 1.0495927026710365: 34%|███████████████▎ | 23748/70000 [00:44<01:26, 536.90it/s]
Movie Vector: [1.5226833463487102, -0.35315208370726625] User Vector: [2.4428748482004767, 0.25527810229011194] Predicted: 3.6295728548204096 Movie Vector: [2.2079467858787227, -0.4182468405482966] User Vector: [1.922315524201366, -0.5568915747285702] Predicted: 4.4772885247633685 Movie Vector: [2.04806295192335, -0.2709481095876691] User Vector: [1.4229107867313944, 0.12315733593028787] Predicted: 2.8808416188445114 Movie Vector: [2.4785925430005418, -0.22924523744868996] User Vector: [2.0323795984178816, -0.666118062553759] Predicted: 5.190145310603995 Movie Vector: [1.7704233395998061, -0.4283336022239913] User Vector: [1.8002054786131307, -0.5157580967437436] Predicted: 3.408042318866564 Movie Vector: [1.4978488290211396, -0.5420615153959423] User Vector: [1.6382500237647948, 0.5013001443823448] Predicted: 2.1821153638078536 Movie Vector: [1.7033018318194975, -0.08494044169546594] User Vector: [1.9382145647258473, -0.27612868340707564] Predicted: 3.32481891089015 Movie Vector: [-0.3566563279070719, 0.1743064382724111] User Vector: [2.1684841822769796, -0.3718707973597567] Predicted: -0.8382230797607779 Movie Vector: [1.8670350397401578, -0.3446738360490826] User Vector: [1.8742551878250484, -0.3126614389657529] Predicted: 3.6070663266370886 Movie Vector: [2.098844156995309, -0.16648113413632773] User Vector: [1.3232858150235969, -1.5048870423334686] Predicted: 3.027906002451791 Movie Vector: [2.070515890577247, -0.4648643420163111] User Vector: [1.6217590251981024, -0.10874853692509313] Predicted: 3.4084311494226567 Movie Vector: [1.4262777969373233, -0.19514223545660211] User Vector: [1.5380326593721205, 0.014955496060740509] Predicted: 2.190743384093265 Movie Vector: [2.0081982822828435, 0.40642584546110283] User Vector: [1.629026145427734, -0.5595132676120972] Predicted: 3.044006854205866 Movie Vector: [2.101578762275232, -0.19558685569273834] User Vector: [2.1739796821250374, -0.540279217262563] Predicted: 4.674461042872357 Movie Vector: [1.2751254130940668, -0.6790148445735212] User Vector: [1.8041612187375993, -0.6303343267887945] Predicted: 2.7285381842649246 Movie Vector: [1.4422759772188782, -0.7807875789998853] User Vector: [2.006909021113854, -0.11937538117901621] Predicted: 2.987723484479319 Movie Vector: [2.1886374025129047, -0.27661109755465707] User Vector: [1.8360252278727422, -0.4316571924699033] Predicted: 4.137794655456025 Movie Vector: [1.414490319787996, -0.7415644838351135] User Vector: [2.1348923558556003, -0.4613876564748155] Predicted: 3.361933270468776 Movie Vector: [1.6840992127495278, -1.2050264842422866] User Vector: [2.2193480823002334, -0.5056646418395656] Predicted: 4.346941643780564 Movie Vector: [1.0538588113213037, -0.7279154218719658] User Vector: [2.1353272505683663, -0.10892485244899508] Predicted: 2.329621517988718 Movie Vector: [1.8627772852605962, -0.46284090616530266] User Vector: [2.083590748369774, -0.4422651110423767] Predicted: 4.085963902602494 Movie Vector: [1.8109521136841746, 0.11750726283573451] User Vector: [1.5108949157302154, -0.13262843357689927] Predicted: 2.720573536992494 Movie Vector: [1.1150139916869415, -0.5497684960133574] User Vector: [1.8211010661213918, 0.1262395208503662] Predicted: 1.961150657486005 Movie Vector: [2.2218617308048016, -0.3019129956666312] User Vector: [1.8555277244069557, 0.0051986596139179525] Predicted: 4.121156498409645 Movie Vector: [2.188475149420089, -0.15007861892600124] User Vector: [1.2562432598761926, 0.1905611482075427] Predicted: 2.7206580019215894 Movie Vector: [1.8330481128102907, -0.3936368831272863] User Vector: [1.8932453133455567, -0.2601892023207959] Predicted: 3.5728298153399334 Movie Vector: [1.4226102093081199, -0.8671354501411689] User Vector: [1.9193735276044257, -0.18106326330721054] Predicted: 2.8875267501777238 Movie Vector: [2.0375012327485744, -0.010735066980011893] User Vector: [1.5987350615780083, -0.5442586276152858] Predicted: 3.2632673116254596 Movie Vector: [1.9354554330360836, -0.4395158694774804] User Vector: [1.8852469482469973, -0.271538247231207] Predicted: 3.7681568174275624 Movie Vector: [1.6264301368768561, -0.9767695695904449] User Vector: [1.7935933275800389, -1.049970918500554] Predicted: 3.9427338834236885 Movie Vector: [1.6403128779616023, -0.795946789547907] User Vector: [1.9132422460698464, -0.21115477249488637] Predicted: 3.3063838581535734 Movie Vector: [1.6800667433036605, -1.0934490591377954] User Vector: [2.18288920298132, -0.006593623506832967] Predicted: 3.674609345665405 Movie Vector: [2.262578037677724, -0.09237988391402006] User Vector: [2.150523504064954, 0.30667448851243884] Predicted: 4.837396696158936 Movie Vector: [1.9244214272216893, -0.05873537363902578] User Vector: [2.346353644427556, -0.19831828032872462] Predicted: 4.527021527470645 Movie Vector: [1.5457646349622567, -0.3100458611723383] User Vector: [1.9005502180744407, -0.9168122153622376] Predicted: 3.2220571469145796 Movie Vector: [1.1532502271520688, 0.2880657915987695] User Vector: [1.3964913506674543, -0.16753104952499068] Predicted: 1.562244002974352 Movie Vector: [2.0942396396040484, -0.1744463807005151] User Vector: [2.296928800557512, 0.289126998685771] Predicted: 4.759882184992188 Movie Vector: [2.086903913228481, -0.30223456592718945] User Vector: [1.5648367134077692, -0.0019668619193036925] Predicted: 3.2662583144326875 Movie Vector: [2.0542431130605157, -0.2704131974987519] User Vector: [1.8222803949468982, -0.5361013166319935] Predicted: 3.8883758225986105 Movie Vector: [1.7238788524534194, -0.2877917295457566] User Vector: [2.1363448836491203, -0.8665992264774475] Predicted: 3.9321998566807386 Movie Vector: [2.0310942272207155, -0.8077231352161441] User Vector: [1.9702920512462474, -0.383711943080445] Predicted: 4.311781824909931 Movie Vector: [2.135179357962553, -0.30822940038412433] User Vector: [0.9384855164435425, -0.21421399865611412] Predicted: 2.0698619548167376 Movie Vector: [1.7702555095100176, -0.12115268640527574] User Vector: [1.9088639642334855, -0.21573800849491548] Predicted: 3.4053141888783443 Movie Vector: [1.2970830285320853, 1.2143122889207032] User Vector: [1.9497099091870955, -0.48639595296493277] Predicted: 1.938299050800801 Movie Vector: [1.2999101470114456, -0.6427049562174605] User Vector: [1.372856878187367, -0.17343461049008033] Predicted: 1.8960578700918336 Movie Vector: [2.1526539082187126, -0.836229508289266] User Vector: [1.5983968479223951, -0.2755433418691303] Predicted: 3.671212694848219 Movie Vector: [1.9772633590525295, -0.4178448057961946] User Vector: [1.7706530072976898, 0.71434854549917] Predicted: 3.2025604836609984 Movie Vector: [2.0261464547460215, -0.23074603559169657] User Vector: [1.7310562880186817, -0.24405769914185824] Predicted: 3.5636889074674745 Movie Vector: [1.8326169345927181, -0.4464678457392612] User Vector: [1.6426739327958089, -1.3684900916791447] Predicted: 3.6213788904031317 Movie Vector: [2.3290717140142525, -0.2786898668647176] User Vector: [1.9055156579733117, -0.5470581081999051] Predicted: 4.5905421709383925 Movie Vector: [1.5220236337415578, 0.3802808493983344] User Vector: [1.928675612660747, -0.3276882054002644] Predicted: 2.810876315203207 Movie Vector: [1.8849416878282736, -0.3754148213767568] User Vector: [2.198916795025741, -0.5426000303531098] Predicted: 4.348530028483793 Movie Vector: [2.128047330904048, -0.46991701873074665] User Vector: [2.2918102383486394, -0.4420055524803996] Predicted: 5.084786592140418 Movie Vector: [2.007230323547708, 0.10509957818183675] User Vector: [1.1957351280516682, -0.22965390329638896] Predicted: 2.375979279592247 Movie Vector: [2.055527835909477, 0.5646571920405401] User Vector: [2.0658177354867804, -0.25221094512161607] Predicted: 4.103933135134295 Movie Vector: [2.014678693886938, -0.3021437851880113] User Vector: [1.8779515275209644, -0.16761613793914365] Predicted: 3.8341131050244455 Movie Vector: [1.233173957863744, -1.2592595791570507] User Vector: [1.6904943943329114, -0.14294018352363175] Predicted: 2.2646724583545894 Movie Vector: [1.7417645742971253, -0.3340171054231712] User Vector: [2.0431313819319112, 0.1062008118394855] Predicted: 3.523180973919517 Movie Vector: [1.9921926525900036, 0.15252468548328638] User Vector: [2.49760834176116, -0.5911931122812351] Predicted: 4.885545443993505 Movie Vector: [1.996393168517246, -0.1707898859080483] User Vector: [2.0925865632499985, -0.3347778240664399] Predicted: 4.23480218578013 Movie Vector: [1.8052445324194535, -0.6272378110626674] User Vector: [1.9011365840107977, -0.494101636804283] Predicted: 3.741935652779689 Movie Vector: [2.4645065334478087, -0.22462850866451775] User Vector: [1.7246651918275884, -1.0347167154104877] Predicted: 4.482875505942015 Movie Vector: [1.8970346638234172, 0.054018514422413524] User Vector: [2.171064775961427, -0.18279807831311756] Predicted: 4.108710656775101 Movie Vector: [1.6098411309054552, -0.43736529845631966] User Vector: [1.9039645111945358, 0.08538289312013919] Predicted: 3.02773686737271
avg loss: 1.0489189252323554: 34%|███████████████▎ | 23748/70000 [00:44<01:26, 536.90it/s]
Movie Vector: [1.875410620889663, 0.14692928300987707] User Vector: [2.052320229111378, -0.0775607266274152] Predicted: 3.8375472131890933 Movie Vector: [1.4881757763825951, -0.10726347964732326] User Vector: [2.048921777882209, -0.5179853312791786] Predicted: 3.1047166665863393 Movie Vector: [1.2537256722137438, -0.5131024929711046] User Vector: [1.4021691944954877, -0.41502840411420033] Predicted: 1.970887624731074 Movie Vector: [1.5466881666956762, -0.5271168081335431] User Vector: [1.7640377650276258, -0.35769452120691364] Predicted: 2.916963131077961 Movie Vector: [1.9819461095092468, -0.7267395298577278] User Vector: [1.9312262981859758, -0.4514716331994957] Predicted: 4.1556887307271415 Movie Vector: [1.8495349784052273, 0.02450026341571789] User Vector: [1.6463789548938748, -0.028742519050221342] Predicted: 3.044331265498502 Movie Vector: [1.6149460658704948, -0.3184938481802706] User Vector: [2.3036110254998627, -1.6216121019391958] Predicted: 4.236681041529211 Movie Vector: [1.7743300458283915, -0.14270126603244385] User Vector: [1.6655379139285522, -0.698197427382913] Predicted: 3.0548476199779087 Movie Vector: [1.515770268390428, 0.1396240649413836] User Vector: [2.002655882928807, -0.26507297473694746] Predicted: 2.99855567892179 Movie Vector: [1.6686230774831836, -0.28447099953260907] User Vector: [1.642733526853735, -0.6541046204022208] Predicted: 2.927176868228201 Movie Vector: [1.452158018024907, -0.40559183738065296] User Vector: [1.8443717942752769, -0.6025967725784213] Predicted: 2.922727621465561 Movie Vector: [2.0259447289112074, -0.2818542566663077] User Vector: [1.9407351476853623, 0.31042589966638184] Predicted: 3.8443272814654352 Movie Vector: [1.6163265455246865, -0.5412374052469946] User Vector: [2.0988303182977592, -0.7787022062131892] Predicted: 3.813857919567632 Movie Vector: [2.0219030720010647, -0.38228469685166133] User Vector: [2.0791581460618143, -0.6588890085393968] Predicted: 4.455739427586796 Movie Vector: [1.2416809022954696, -0.4307614094741617] User Vector: [1.9547131420742496, -0.23127814467458863] Predicted: 2.5267556775601614 Movie Vector: [1.7224771127325633, 0.138830525078832] User Vector: [2.0484977250255234, 0.01785041653050796] Predicted: 3.5309686295409946 Movie Vector: [2.093853536719881, 0.3045802349827499] User Vector: [2.313272233384162, 0.2281668787592396] Predicted: 4.913148368815096 Movie Vector: [1.6581790963318483, -0.3325744788522339] User Vector: [1.7549006621727556, 0.27014221235565283] Predicted: 2.8200971886636115 Movie Vector: [1.6891388646376853, 0.5014179551921626] User Vector: [1.6281392484834945, -0.25034707982332166] Predicted: 2.6246247608021247 Movie Vector: [2.00870294660926, -0.8033624609769893] User Vector: [1.5564049140107155, -0.6540445181999669] Predicted: 3.65178995062009 Movie Vector: [1.8819722289195921, 0.2114884657527892] User Vector: [2.0925053761259638, -0.2904385528817681] Predicted: 3.8766126027895838 Movie Vector: [1.430478968906153, -0.8678777461406235] User Vector: [1.4427351424791637, -1.1029063316033678] Predicted: 3.02099014029442 Movie Vector: [2.268555881582227, -0.3264574085117973] User Vector: [1.9972717481766702, -0.30273505989084815] Predicted: 4.629752674561832 Movie Vector: [1.9394525515752017, -0.4073338267283815] User Vector: [2.0394567056070945, -0.16356062143508843] Predicted: 4.022053285348061 Movie Vector: [1.5437145164146562, -1.0650049685418856] User Vector: [1.761950364717477, -0.23345896489943008] Predicted: 2.9685833127850056 Movie Vector: [2.1300765922423963, -0.39803797255210877] User Vector: [1.9008396459804096, -0.6326605781560635] Predicted: 4.300756969352078 Movie Vector: [2.223536535630257, -0.1645839548767483] User Vector: [1.5127006580175362, -0.3406694645202817] Predicted: 3.419613908350415 Movie Vector: [1.8847892711087837, 0.23815467692700124] User Vector: [1.3712913712508188, -0.5006829459469457] Predicted: 2.465355278862741 Movie Vector: [2.261628079384629, -0.02066194415254187] User Vector: [1.7302308519517606, -0.25259782689683363] Predicted: 3.9183578407840867 Movie Vector: [2.163616767796758, -0.30141870516271596] User Vector: [2.057899564751964, -0.1688337226957558] Predicted: 4.503395646821755 Movie Vector: [1.9418640170619461, -0.7128832021664546] User Vector: [2.1117605616925688, 0.6499802363107798] Predicted: 3.6373918551951854 Movie Vector: [1.772529375240098, 0.03554094016107497] User Vector: [1.6082969397047113, -1.2910757172616025] Predicted: 2.8048675249247417 Movie Vector: [2.2608064914530965, 0.21013526460163112] User Vector: [1.9566985222969286, -0.13286346812014055] Predicted: 4.395797420996262 Movie Vector: [1.7855231888976022, -1.0937676003160035] User Vector: [1.9821777837632137, -0.7422018516956509] Predicted: 4.351020735706122 Movie Vector: [2.0909166506998207, -0.2782870776201145] User Vector: [2.237340895699522, -0.15794171272256277] Predicted: 4.722046469777659 Movie Vector: [1.6785107703778053, -0.2463818840178305] User Vector: [1.6286668648796212, 0.7755359590388529] Predicted: 2.54265686334633 Movie Vector: [1.4266695361382116, 0.33233738248324646] User Vector: [2.2920571930818214, -0.16682767189665093] Predicted: 3.2145651006523868 Movie Vector: [2.4440981558929686, -0.24905077257180508] User Vector: [2.042963594687062, -0.3779534885130457] Predicted: 5.087333162641502 Movie Vector: [2.0780125283952535, 0.09150508785884187] User Vector: [1.6875003434079419, -0.4530754058083772] Predicted: 3.46518815045782 Movie Vector: [1.6305668549227608, -0.5465208053621752] User Vector: [1.384785269513918, -1.1205591024535333] Predicted: 2.870393824783498 Movie Vector: [1.9005934832033555, -0.7077213531179597] User Vector: [2.0534650393076253, -0.3968539904911752] Predicted: 4.1836643148346715 Movie Vector: [1.997921339614237, -0.042929370808439664] User Vector: [2.202402049112803, 0.07365150580145925] Predicted: 4.397064239529441 Movie Vector: [2.130496547762322, -0.7881745673486426] User Vector: [1.8727315014886783, -0.45007465717664913] Predicted: 4.344585397002173 Movie Vector: [1.9747260659920993, -0.3748377723301305] User Vector: [1.7240398212598202, -0.5575852638203298] Predicted: 3.613510392024647 Movie Vector: [2.3001472402472216, 0.2460523813555617] User Vector: [1.6809267045050447, 0.07706720541896524] Predicted: 3.8853414898428897 Movie Vector: [2.0368575130095157, -0.6846563434330503] User Vector: [1.4673815794111837, -0.6989397533064156] Predicted: 3.4673807302542072 Movie Vector: [1.78818261978292, -0.3857061688993243] User Vector: [1.8312793514238654, -0.046548752661253204] Predicted: 3.2926160492395082 Movie Vector: [1.9045362309834357, 0.5339383236589175] User Vector: [1.796487361978292, 0.17469001416408877] Predicted: 3.5147489627142376 Movie Vector: [1.7996236412117623, -0.5095235824083295] User Vector: [2.0734033434187036, 0.10039557667710401] Predicted: 3.6801917606973413 Movie Vector: [2.0355542947313805, -0.8417499358559088] User Vector: [1.7100551219349194, 0.18593090780116955] Predicted: 3.3244027179667546 Movie Vector: [2.2487403609994105, -0.3995471798633244] User Vector: [1.841962080309243, -0.042156860434646434] Predicted: 4.158938128120387 Movie Vector: [2.0074231797579856, -0.5316581525030869] User Vector: [1.6771848470726307, -0.6922451136417784] Predicted: 3.7348574969505286 Movie Vector: [2.137301910092837, -0.37367378402123747] User Vector: [1.4926680017238594, -0.03844536112759179] Predicted: 3.204648194789473 Movie Vector: [1.9790711950234225, -0.12044085448177923] User Vector: [1.7601133678709608, -1.0110543402837073] Predicted: 3.6051619150003646 Movie Vector: [2.420031887751511, -0.34833919460548673] User Vector: [2.0850200248165747, 0.3942412241994876] Predicted: 4.908485276138626 Movie Vector: [2.016831014074431, -0.03034601122462252] User Vector: [1.9016028705168915, -0.2752524569592409] Predicted: 3.8435644598599215 Movie Vector: [1.7043413744573235, -0.28242676856193294] User Vector: [2.0940720443820267, -0.22568155595053452] Predicted: 3.6327521389058592
avg loss: 1.0494161084952132: 34%|███████████████▎ | 23810/70000 [00:44<01:25, 539.30it/s]
Movie Vector: [1.60549740091731, -0.8339460228972675] User Vector: [1.958748061090549, 0.8126234454943191] Predicted: 2.467080830649635 Movie Vector: [1.696705791435618, -0.32896613203696573] User Vector: [1.8391189505076413, -0.5053493228631095] Predicted: 3.2866865865350876 Movie Vector: [1.924151296757894, 0.21435236140625377] User Vector: [1.4685154221278565, 0.01198280939761601] Predicted: 2.828214397286941 Movie Vector: [2.252682398387609, -0.45409946321257605] User Vector: [1.859780758368507, -0.3430795475537245] Predicted: 4.345287617620055 Movie Vector: [0.9506647443428635, -0.1624015665206334] User Vector: [1.88803882538927, -0.9143027094311268] Predicted: 1.9433761395337652 Movie Vector: [2.078890888346608, -0.22745749453413366] User Vector: [1.7537334244307272, -0.412398386175817] Predicted: 3.7396235403074054 Movie Vector: [1.7870450121505113, -0.6881163517202467] User Vector: [1.8638874842083442, -0.029107300015659754] Predicted: 3.3508800409594888 Movie Vector: [1.6905248561295008, -0.6201993260220354] User Vector: [2.027887078132626, -0.30714077074826995] Predicted: 3.618682010018997 Movie Vector: [0.7526225088722233, 0.11136336022938428] User Vector: [1.4491978813283286, -0.43427546668130884] Predicted: 1.0423365700628227 Movie Vector: [1.5523764146588421, 0.12457194533797666] User Vector: [1.8181849232236693, -0.2095321193676255] Predicted: 2.7964055685803078 Movie Vector: [1.3911968684265732, -0.2785378107025391] User Vector: [1.703352830647923, -0.6737544992814773] Predicted: 2.5573652270037774 Movie Vector: [1.906885149330777, 0.02349904290359872] User Vector: [1.4480364583725205, -0.4344473190528253] Predicted: 2.7510301219703175 Movie Vector: [1.5385166995667496, -0.4405638277682062] User Vector: [1.703307980985098, -0.28307469692503345] Predicted: 2.7452802452725145 Movie Vector: [1.9627609233384484, 0.20126836375524884] User Vector: [1.605434525823923, -0.25504802418573225] Predicted: 3.0997510537587156 Movie Vector: [1.1329006381151414, -0.4178907241877565] User Vector: [1.68607848640903, -0.34035301725551464] Predicted: 2.052389762025397 Movie Vector: [2.2311149012889997, -0.036121309691149045] User Vector: [1.8284651864977268, -0.9784944698776739] Predicted: 4.114860425860776 Movie Vector: [2.247056305000914, -0.14119236844621214] User Vector: [1.8243106887778158, 0.03542341743176004] Predicted: 4.094327319293102 Movie Vector: [2.0502412616867782, -0.3194416579559762] User Vector: [2.0740579884462207, 0.16968109050936966] Predicted: 4.19811605816743 Movie Vector: [1.9288084997709987, 0.29175767222013943] User Vector: [1.9086859789054167, -0.02287031263613665] Predicted: 3.6748171503288307 Movie Vector: [1.6006738650691708, -0.43802187316693564] User Vector: [2.0311333882314986, -0.24109216546213486] Predicted: 3.3567857729331503 Movie Vector: [2.028457236684304, -0.8116637616335264] User Vector: [2.0579855077003057, -0.2599763269906623] Predicted: 4.385548959587016 Movie Vector: [1.9914407069218072, -0.05563678728475181] User Vector: [1.8484395012637702, 0.3159840028859587] Predicted: 3.6634773323449648 Movie Vector: [1.3301196124329395, -0.2895045999911057] User Vector: [1.8734073234232027, -0.4367469428993846] Predicted: 2.6182960719621255 Movie Vector: [1.842326900182352, -0.46161052512993267] User Vector: [1.9897641209652543, -0.29315468101084724] Predicted: 3.8011192513176946 Movie Vector: [1.8579637717195618, 0.0824230120541799] User Vector: [1.7368605124166072, -0.15101095962726604] Predicted: 3.214577130454659 Movie Vector: [2.2613012873471474, -0.21905130036959866] User Vector: [1.6611487706177734, -0.11049448490741245] Predicted: 3.78056181407574 Movie Vector: [1.8771557408388144, -0.1548520737939444] User Vector: [2.121159682980847, -0.3314680234758962] Predicted: 4.033075586974959 Movie Vector: [1.96487271732411, -0.062154393746775845] User Vector: [1.5855003525926148, -0.3594167839981286] Predicted: 3.1376457184288054 Movie Vector: [1.807028205097079, -0.3215209112123487] User Vector: [1.7815135766762547, -0.5732795317909234] Predicted: 3.403566638258176 Movie Vector: [2.0044024794255084, -0.1349917950673107] User Vector: [1.8676122881789308, 0.019511949447558147] Predicted: 3.7408127479502076 Movie Vector: [1.4179093203992092, -0.7765765564233389] User Vector: [1.2501474907041747, -0.03765488683213485] Predicted: 1.8018376812917432 Movie Vector: [2.096987521725778, -0.04194847355489243] User Vector: [1.6437543008893074, -0.6398846992626179] Predicted: 3.4737744441331557 Movie Vector: [1.8483678848910314, 0.19146925253164426] User Vector: [1.9500524136431028, -0.10051976729801296] Predicted: 3.585167810522947 Movie Vector: [1.7876420367162351, -0.311079330994996] User Vector: [1.9595933146624849, -0.3042160463660087] Predicted: 3.5976867083402433 Movie Vector: [2.2300711363108645, -0.8495752564208914] User Vector: [1.8792158424876073, -0.48222275282455296] Predicted: 4.600469528112625 Movie Vector: [2.199465681106137, -0.04476228899817299] User Vector: [2.2082072516962294, 0.6145734186324792] Predicted: 4.829366353900136 Movie Vector: [2.0901646225230803, 0.039307563288566355] User Vector: [1.9579750639557638, -0.2978702020658995] Predicted: 4.08078165864322 Movie Vector: [1.6787425265884832, -0.4646296521400739] User Vector: [2.0022784855797933, -0.7572836415916684] Predicted: 3.7131664787800895 Movie Vector: [1.9330545450602326, -1.1135879589705342] User Vector: [1.585214308506832, -0.35564864216524444] Predicted: 3.4603517694930814 Movie Vector: [1.6301739938180775, -0.9789612263338454] User Vector: [2.1777204876733682, -0.4564406550618018] Predicted: 3.996901008237871 Movie Vector: [0.5406244900452291, -0.771760235557212] User Vector: [1.830165010912213, -0.005154919479891919] Predicted: 0.9934103875951161 Movie Vector: [1.6149958326913956, -1.8271021526047364] User Vector: [2.0100545645169348, -0.5770061880775693] Predicted: 4.300478993479948 Movie Vector: [1.897360314801599, -0.6622314181824118] User Vector: [2.0920220555124267, -0.34793092067326387] Predicted: 4.199730412845914 Movie Vector: [2.2898943462170025, -0.36421525321675136] User Vector: [1.7872498773851377, -0.30555711176907] Predicted: 4.203901950336409 Movie Vector: [1.8266920254364214, 0.8932035639352075] User Vector: [2.0810200411919264, -0.7790771334545227] Predicted: 3.1055082418366604 Movie Vector: [1.8379374720908415, -0.3802850255316745] User Vector: [1.8336694259599409, -0.7450946188212519] Predicted: 3.6535180755410313 Movie Vector: [2.2522875830028757, -0.6921510641072147] User Vector: [1.9287214805729211, -0.3154025554603101] Predicted: 4.5623416561493 Movie Vector: [2.2555378285392234, -0.17179084228138627] User Vector: [1.7060309352406275, -0.2173003755825787] Predicted: 3.885347525642778 Movie Vector: [1.4311487613897451, -0.6314143036580425] User Vector: [2.4574342306861716, -0.45688392099152236] Predicted: 3.8054369982686937 Movie Vector: [1.91188627178208, -0.3306062486560503] User Vector: [2.228570859992568, -0.09000974203360727] Predicted: 4.290531816069604 Movie Vector: [1.7863386270747568, -0.7589206415290976] User Vector: [1.529339634281825, -0.13143161099147715] Predicted: 2.8316646251648607 Movie Vector: [1.712434695441884, -0.3502064274732754] User Vector: [1.7103142763249746, -0.2078578705089189] Predicted: 3.0015946691415953 Movie Vector: [2.128516243955074, -0.05422205174776025] User Vector: [1.7577849178253129, -0.11355556418287592] Predicted: 3.747630966647784 Movie Vector: [2.011859159896866, -0.6727491864925678] User Vector: [1.7954592916233185, 0.5336298659334101] Predicted: 3.2532121638794718 Movie Vector: [1.9149576514810027, -0.21605408263034037] User Vector: [1.9751156545704414, -0.3130144199548431] Predicted: 3.8498908786329875 Movie Vector: [1.969517371185208, -0.33293391096354635] User Vector: [1.3988203001667048, -0.022037559498371117] Predicted: 2.7623379312167167 Movie Vector: [1.7632066787330454, -0.6877440816510851] User Vector: [2.0323690231789016, -0.29387525334149256] Predicted: 3.7855976015485195 Movie Vector: [2.0212918270485742, -0.573378401350023] User Vector: [2.0455708944828017, -0.6525386090243223] Predicted: 4.508847275128063 Movie Vector: [1.6323267015594964, 0.13724237545586085] User Vector: [1.924232923877518, -0.05050480137896329] Predicted: 3.1340453827519994 Movie Vector: [1.3746157401688355, -0.2017008038779251] User Vector: [2.286996815741858, -0.1832042465886147] Predicted: 3.180694264445537 Movie Vector: [1.3870753480043934, 0.18590785610547672] User Vector: [1.6243802013509139, -0.6579430323575399] Predicted: 2.130820954495139 Movie Vector: [1.5756918101603468, -0.576169327897846] User Vector: [2.0152009777186692, -0.6645292104480134] Predicted: 3.558217024970749
avg loss: 1.0491133038667417: 34%|███████████████▎ | 23872/70000 [00:44<01:24, 548.94it/s]
Movie Vector: [1.951491077958971, -0.3853125851190747] User Vector: [1.3789428780248443, -0.6175509085326841] Predicted: 2.928944860489911 Movie Vector: [1.9319381226760342, -0.5701562224509439] User Vector: [1.7291031040121574, -0.9873153982495592] Predicted: 3.9034442225121686 Movie Vector: [1.1733505844632062, -0.335680181275235] User Vector: [1.6914033270772768, -0.3566681302140296] Predicted: 2.104335504994479 Movie Vector: [1.1561588348296035, -1.0831965738179528] User Vector: [2.328109619900805, -0.8170496327418669] Predicted: 3.5766898683253125 Movie Vector: [1.874598459811143, -0.15445245423936024] User Vector: [1.8497568481074944, -0.399444262343857] Predicted: 3.529246485138263 Movie Vector: [2.2137319326299614, -0.3484915196883469] User Vector: [1.646378378393508, -0.5082746500980847] Predicted: 3.8217697946729867 Movie Vector: [1.817353707247437, -0.005319416239694253] User Vector: [1.7620008208208084, 0.47407068105155575] Predicted: 3.1996569446121748 Movie Vector: [1.8738533720266384, -0.5265556040851694] User Vector: [1.5223318025558006, -0.4527105195954628] Predicted: 3.0910038426838775 Movie Vector: [2.3575110357153424, -0.2868545657288739] User Vector: [1.9080232235439318, -0.31356681866955083] Predicted: 4.58813387950242 Movie Vector: [1.7828265957281757, -0.14539730490131933] User Vector: [1.9236323467220622, 0.09432343132498194] Predicted: 3.4157885354353987 Movie Vector: [2.0944852061829358, -0.30926689735433355] User Vector: [1.6619906808450378, -0.697912139618599] Predicted: 3.6968560158896056 Movie Vector: [1.5821574684949398, -0.338287652842019] User Vector: [1.4228617505819774, -1.9377621883277116] Predicted: 2.906712367774456 Movie Vector: [1.8187650478965474, -0.8086898907319005] User Vector: [2.038538053839798, -0.014008907694841671] Predicted: 3.7189506231638894 Movie Vector: [1.4262547113276287, -0.5850713039999424] User Vector: [1.8702383222626167, -0.7101177322905304] Predicted: 3.0829057260572394 Movie Vector: [1.426078411490746, -0.7094466336781029] User Vector: [1.8484619108882872, -0.6037391537047041] Predicted: 3.0643723357961865 Movie Vector: [1.637341087885942, -0.6768724917044628] User Vector: [1.8235722346228713, -0.33222571497382714] Predicted: 3.2106841939786417 Movie Vector: [1.6272038747827506, 0.17770440165869958] User Vector: [1.9252588120022007, -0.5023144077799423] Predicted: 3.0435251175705376 Movie Vector: [1.9715806402935458, -0.7011182479495943] User Vector: [2.0736708567099096, -0.2079754943650314] Predicted: 4.234224729655851 Movie Vector: [1.7983488623906314, -0.1711982997294175] User Vector: [2.1168866725343545, -0.22946217279265965] Predicted: 3.8461842731963665 Movie Vector: [1.805875827247308, -0.6470163386385733] User Vector: [2.2342561125989118, -0.3152631102660204] Predicted: 4.238769488934044 Movie Vector: [2.350098227979334, -0.6412372024221946] User Vector: [1.8749307499295544, -0.08160235788668083] Predicted: 4.45859790067572 Movie Vector: [1.6842335271990103, -0.7501457183751462] User Vector: [2.5832165441031574, -0.3479956815475858] Predicted: 4.611787382119661 Movie Vector: [1.7006065404220003, 0.2445036539621557] User Vector: [1.8675873936036955, -0.005246562325242409] Predicted: 3.1747485327128593 Movie Vector: [1.8385622382223106, -0.5178730358277919] User Vector: [2.161821042736193, -0.4430851504732609] Predicted: 4.2041043869749455 Movie Vector: [1.7092792189698411, -0.2880644270337007] User Vector: [1.7595439136523119, -0.48992090138124056] Predicted: 3.1486806302189825 Movie Vector: [1.5517615438259218, -0.9179803636389687] User Vector: [2.0990708489947845, -1.2296855130304032] Predicted: 4.386084575649356 Movie Vector: [2.3402336547489195, 0.07984608981976316] User Vector: [2.2243240008162184, 0.8993037407534046] Predicted: 5.277243773035322 Movie Vector: [2.368442120133047, 0.24918356817240406] User Vector: [1.6411510094867197, -0.21918762645937384] Predicted: 3.83235322150683 Movie Vector: [1.8718703512031623, -0.28425766205426173] User Vector: [1.9700913150827248, -0.002962431306225324] Predicted: 3.6885976156633036 Movie Vector: [1.7942581207198034, -0.36253632492108034] User Vector: [1.3263294222893152, -0.43594714659282835] Predicted: 2.5378240130778047 Movie Vector: [1.6556885501416068, 0.3597770001982282] User Vector: [2.058582196859331, 0.6640194337010162] Predicted: 3.6472698927956273 Movie Vector: [1.8027685613623614, -0.680827336658612] User Vector: [1.687419861026054, -0.5687209807581516] Predicted: 3.4292282659076614 Movie Vector: [1.2519814027281106, -1.666151019105398] User Vector: [1.3803135000833555, -0.4799055681085107] Predicted: 2.5277219834172575 Movie Vector: [1.4716641617613768, -0.9457382613173413] User Vector: [2.198195996331489, -0.5940055769457439] Predicted: 3.7967800698818674 Movie Vector: [1.9363114221049238, 0.5370281358694341] User Vector: [1.720776508768633, 0.27773282943246985] Predicted: 3.481109552478401 Movie Vector: [2.080629493202151, -0.10957820667111565] User Vector: [1.7235467722764521, -0.1766917262592771] Predicted: 3.6054238098088733 Movie Vector: [2.058717638453963, -0.7371909372521457] User Vector: [2.0031195231903354, -0.29650098954807314] Predicted: 4.342435336704568 Movie Vector: [1.5593239253588644, -0.6894899131529095] User Vector: [1.3927650764286086, -0.1261694745328309] Predicted: 2.258764486117587 Movie Vector: [1.3724722251416233, -0.6534923469050644] User Vector: [1.4404716068592414, -0.1718030664682717] Predicted: 2.0892792606312702 Movie Vector: [2.0344782367953576, -0.14215390184929177] User Vector: [1.8017763438871315, -0.04980308069168396] Predicted: 3.6727544614555154 Movie Vector: [1.7835874028573062, -0.038730850058914044] User Vector: [2.051176054661793, -0.3964676644727945] Predicted: 3.6738073018032273 Movie Vector: [1.7559371982578547, 0.05207445692006954] User Vector: [1.7500786082108104, -0.36172837613322933] Predicted: 3.05419131929298 Movie Vector: [2.2380693317130387, -0.3993029527442492] User Vector: [1.942844136160869, 0.08162023777087928] Predicted: 4.315628675494552 Movie Vector: [1.6592193977576903, -0.8030422027261521] User Vector: [1.9972379472215502, -0.31134583452367487] Predicted: 3.5638797887332503 Movie Vector: [1.8850302706904625, -1.168818813613178] User Vector: [1.4958042846651582, 0.04787371559453141] Predicted: 2.763680656157862 Movie Vector: [1.7691998654816927, -0.2971531600482887] User Vector: [2.285233569182513, -0.4405532874283757] Predicted: 4.173946724720954 Movie Vector: [2.318650788464554, 0.2558335618314774] User Vector: [2.0027318221245074, -0.32709082071102485] Predicted: 4.559954908747159 Movie Vector: [1.6822062700144316, -0.7802245425503904] User Vector: [1.977113052558348, -0.8102024482227993] Predicted: 3.9580518080788654 Movie Vector: [2.2470603796987065, -0.2687029728133677] User Vector: [1.7877327834101404, 0.07037715313189263] Predicted: 3.9982329568247343 Movie Vector: [2.1724178652147637, 0.06615828632658513] User Vector: [1.8399378903981896, -0.6009971018976333] Predicted: 3.9573530056377995 Movie Vector: [1.46225594496605, 0.43599662950847723] User Vector: [1.7889143949464692, -0.008838853765407263] Predicted: 2.6119969985953833 Movie Vector: [1.9091759004051574, -0.6988726909794046] User Vector: [1.8297051350264457, -0.20860766884040413] Predicted: 3.6390191515214885 Movie Vector: [1.9954795938153433, -0.47524020436610176] User Vector: [2.0729933954533903, -0.22713677824621134] Predicted: 4.244560547654008 Movie Vector: [2.08805264903441, -0.24434545968023624] User Vector: [1.7466101518405026, -0.3618312374326049] Predicted: 3.735425774418093 Movie Vector: [1.0159169970928985, -0.6250508879253573] User Vector: [0.8552210623961451, -0.2021941406293718] Predicted: 0.9952152406937835 Movie Vector: [1.394760279237678, -1.4213836619316018] User Vector: [1.9252057314864521, -0.18461821511724688] Predicted: 2.9476137983006505 Movie Vector: [2.104896486666554, -0.2478348626286447] User Vector: [1.8017948625768583, 0.11232819124462387] Predicted: 3.7647528340854395 Movie Vector: [1.8367084388272554, 1.0385889380521047] User Vector: [1.7606485424116978, 0.5273959435708375] Predicted: 3.781545628622696 Movie Vector: [1.9592138432748478, -0.22114791476867446] User Vector: [1.8301774615137298, -0.3211363541793248] Predicted: 3.656727653330492 Movie Vector: [1.652060479541416, -0.1047023766471144] User Vector: [1.9080127151965436, -0.39596126479678156] Predicted: 3.1936104867231414 Movie Vector: [2.275323954842719, -0.09056225782446184] User Vector: [1.9124157075941923, 0.4842854071079836] Predicted: 4.307507291207417 Movie Vector: [1.8698865347714844, -0.08539907871031144] User Vector: [1.7403754604813428, -0.33594558794217516] Predicted: 3.28299408270784 Movie Vector:
avg loss: 1.0490425325153911: 34%|███████████████▍ | 23942/70000 [00:44<01:18, 589.49it/s]
[1.9147815839659186, -0.326401878687526] User Vector: [2.0852624579640597, -0.7915990165992458] Predicted: 4.251201558430279 Movie Vector: [1.731597298062683, -1.032768717013151] User Vector: [1.7898884065979443, -0.7360359504396017] Predicted: 3.859520832909784 Movie Vector: [1.191138451958226, -0.42964665122177853] User Vector: [2.2408862661917226, 0.329134930279015] Predicted: 2.5277940775315653 Movie Vector: [1.8841205055193142, -0.693154460743323] User Vector: [1.7122508800403415, -0.45820348593760796] Predicted: 3.5436927838832926 Movie Vector: [1.4996998671187423, -0.19668084047512413] User Vector: [1.5799271357088767, -0.7099008532650677] Predicted: 2.5090404119540786 Movie Vector: [1.886846429509759, -0.705064588570539] User Vector: [1.8459721714352455, -0.440175076062774] Predicted: 3.793417859550175 Movie Vector: [0.33079392635023863, 0.46858130173800583] User Vector: [1.6759683105232637, 0.2742331689093265] Predicted: 0.682900673143837 Movie Vector: [2.053433531678597, 0.18137778907615093] User Vector: [2.0739949939098246, -0.782512193761247] Predicted: 4.116880533398438 Movie Vector: [1.5816607044853837, -0.1403454044983046] User Vector: [1.5100045067877204, -0.11131789642602748] Predicted: 2.403937747183781 Movie Vector: [1.4485764460882253, -0.634654442832234] User Vector: [1.7447540477651786, -0.6025265974937286] Predicted: 2.9098057998337126 Movie Vector: [1.5926069158361653, -0.14274376356970045] User Vector: [1.9866164835680684, -0.2765316043136268] Predicted: 3.2033723127903238 Movie Vector: [1.8645433978727115, -0.9726434175995162] User Vector: [1.636195140837776, -0.48763715717367145] Predicted: 3.525053918582399 Movie Vector: [2.39231710649299, -0.14164995932802096] User Vector: [1.7020125751981174, 0.19632760711875114] Predicted: 4.0439440015493044 Movie Vector: [1.5133037231626638, -0.25291133062913235] User Vector: [2.315258202337497, 0.28760019261236075] Predicted: 3.4309515102774433 Movie Vector: [1.8155108674113136, -0.5188887256742052] User Vector: [1.2257546422853491, -0.41562564953433573] Predicted: 2.441034337493304 Movie Vector: [1.8956883019849269, -0.31915376314116845] User Vector: [1.7614778866181866, -0.7126021929859306] Predicted: 3.566642695381337 Movie Vector: [2.0477626945356446, 0.03174995918769687] User Vector: [1.8697063895745965, -0.061601610801968174] Predicted: 3.8267591456769283 Movie Vector: [1.4732962446712312, -0.15818816993305482] User Vector: [1.702349964034461, 0.14397119459115465] Predicted: 2.4852912693327265 Movie Vector: [1.6941316650838667, -0.29025144933333297] User Vector: [1.8025796691840017, -0.40827354439538416] Predicted: 3.1723092843862353 Movie Vector: [2.1092384636340027, -0.3911023730548261] User Vector: [1.9208975144347828, -0.09552926855492824] Predicted: 4.088992645772819 Movie Vector: [0.8702578817158663, 2.1707523020679034] User Vector: [0.8553982428684056, -0.20230315230239854] Predicted: 0.30526702928610744 Movie Vector: [1.6875842045235707, -0.5926588684247538] User Vector: [1.8647919245900357, -0.7661063181948701] Predicted: 3.60103310029568 Movie Vector: [2.0243079012583074, 0.1310735096239853] User Vector: [1.879253729302023, -0.21836597685075404] Predicted: 3.7755661777269274 Movie Vector: [1.8133146661243285, -0.5085526240786692] User Vector: [2.039680583233424, -0.4381768102247324] Predicted: 3.9214186824364003 Movie Vector: [2.128079548006769, -0.2921353265958234] User Vector: [1.7654157765178056, 0.9213601248023253] Predicted: 3.4877833667645346 Movie Vector: [1.9453124964114583, 0.05828464728443964] User Vector: [1.9109625627922904, -0.770137138149272] Predicted: 3.6725321821166306 Movie Vector: [2.186021866477524, -0.24277731286675516] User Vector: [1.918117518240069, -0.5000017150620979] Predicted: 4.314435910157937 Movie Vector: [1.812756165915156, 0.1492971030924046] User Vector: [1.73667835343172, 0.7775258785185098] Predicted: 3.2642567546369214 Movie Vector: [2.335949751657507, -0.5172593620446034] User Vector: [2.041965575506318, -0.3619918409552373] Predicted: 4.95717264771502 Movie Vector: [1.5279734168126502, -0.20938485485584551] User Vector: [2.5761630959418866, 0.4334167197949836] Predicted: 3.84555783100661 Movie Vector: [1.9195626904771064, -0.4984163984047442] User Vector: [1.9774230872025385, -0.28729954328072127] Predicted: 3.9389823851073555 Movie Vector: [1.7707614374213296, 0.4888674483709034] User Vector: [2.284363482139712, -0.33321577693885396] Predicted: 3.8821644165974845 Movie Vector: [2.1382978177107974, -0.15685776113961364] User Vector: [1.8317270923836688, 0.8198048095920415] Predicted: 3.7881852972816485 Movie Vector: [1.8593301303753174, 0.1701486687040909] User Vector: [1.9595975178017786, -0.26653635271216064] Predicted: 3.5981879026823114 Movie Vector: [1.8334607648239105, -0.6923346897251601] User Vector: [1.580069338990845, -0.49783610622115937] Predicted: 3.2416643448755735 Movie Vector: [2.1557675727543635, 0.02932727068870467] User Vector: [1.8167783082319915, -0.6370530314542571] Predicted: 3.8978687370735403 Movie Vector: [1.8755189606817717, 0.2766180060312523] User Vector: [1.4318061856418354, 0.121980520775974] Predicted: 2.7191216576244104 Movie Vector: [1.9257644522931892, -0.2177667339781065] User Vector: [1.9478860908144318, -0.360703434257725] Predicted: 3.829718999619767 Movie Vector: [1.760487241542202, -0.9860938800869816] User Vector: [1.668473714645277, -0.5044753505775824] Predicted: 3.4347867433408235 Movie Vector: [1.9489333228433554, 0.1862853844722699] User Vector: [1.5994961226487105, -0.09373632295364508] Predicted: 3.0998495862283777 Movie Vector: [1.2784837531903674, -1.2630907604263393] User Vector: [1.4080217677693936, -0.49604183521357664] Predicted: 2.4266788130747434 Movie Vector: [1.5329394606769866, -0.3381954445811464] User Vector: [1.6856813964963062, -0.2790727546886055] Predicted: 2.6784286651606752 Movie Vector: [2.1323146560564097, 0.06789623412930085] User Vector: [1.4100762085255025, -0.0807629000236331] Predicted: 3.0012426688264173 Movie Vector: [2.4516292511428106, -0.13480828753201493] User Vector: [1.9490432008654137, -0.7093906451363127] Predicted: 4.873963061044718 Movie Vector: [1.4543124621510493, -0.636635296377712] User Vector: [2.028073036152619, -0.27841832802976774] Predicted: 3.1267028254114875 Movie Vector: [2.1437612522446545, -0.4156107395864923] User Vector: [2.291486951201049, 0.2915729699627486] Predicted: 4.791220078319398 Movie Vector: [1.9333465312188032, 0.21442739278845868] User Vector: [2.0566799025296234, -0.6125200569784955] Predicted: 3.8449338765345367 Movie Vector: [1.4223501117015995, 0.4361938003879825] User Vector: [1.8269135670216308, -0.4132143847398765] Predicted: 2.4182691632677153 Movie Vector: [1.9873647161860069, -0.37133942890142446] User Vector: [1.7909378422214206, -0.040681268089340146] Predicted: 3.5743532353724343 Movie Vector: [1.5337342514977175, 0.19385499326508476] User Vector: [1.813488160353848, 0.02315708222231634] Predicted: 2.785898022238528 Movie Vector: [1.9635885075557047, -0.6540186663364571] User Vector: [1.5036837066189594, -0.8537050778785522] Predicted: 3.510955101794545 Movie Vector: [1.8638380719623198, 0.4752905358804362] User Vector: [1.6164869773038468, -0.35800506576254737] Predicted: 2.8427135515760082 Movie Vector: [1.5111061364709024, -0.24539640060126708] User Vector: [2.023379609319, 0.08827439760370016] Predicted: 3.035879124614845 Movie Vector: [1.8845914339271135, -0.36900492719543027] User Vector: [1.9428653713604789, -0.5079491827409411] Predicted: 3.8489431873358777 Movie Vector: [1.49499671604737, -0.14581340348276528] User Vector: [1.9749016195786102, 0.10091826168911927] Predicted: 2.9377562005762 Movie Vector: [1.2080290304356671, -0.3225719325141873] User Vector: [1.755542219784075, -0.4432451671596864] Predicted: 2.2637244158029093 Movie Vector: [1.024208238408446, -0.6438323272410371] User Vector: [1.982811219928469, -0.4541264782645057] Predicted: 2.3231928940222524 Movie Vector: [1.530381613796944, -0.3026251986823865] User Vector: [1.7502806305182592, -0.4883597624410093] Predicted: 2.8263872660672598 Movie Vector: [1.6177871655626093, -0.04999549180793397] User Vector: [1.8319950490535035, -0.46365985609702326] Predicted: 2.9869589802701677 Movie Vector: [1.5376097823736774, -0.12583057548756857] User Vector: [2.059064945125127, -0.3851849634087443] Predicted: 3.2145064477819947 Movie Vector: [1.860794990857755, -0.4293227392484646] User Vector: [1.8963539554840076, -0.3952223694199011] Predicted: 3.6984038915095523 Movie Vector: [2.2777743181536385, 0.2625096020651538] User Vector: [2.12696926512949, -0.2304220103109802] Predicted: 4.7842679773802805 Movie Vector: [1.902208903168772, -0.15572202493235332] User Vector:
avg loss: 1.0492071406808197: 34%|███████████████▍ | 24008/70000 [00:44<01:15, 608.21it/s]
[1.8250959003000382, -0.3785033500764971] Predicted: 3.530654978805149 Movie Vector: [2.189319414270685, -0.14514159091157658] User Vector: [1.7418663319064538, 0.10860671971443893] Predicted: 3.7977384254242232 Movie Vector: [2.1120182266235568, -0.10813194557622263] User Vector: [1.6271725306636458, -0.3552801818474921] Predicted: 3.475035179910642 Movie Vector: [1.769879806141232, -0.21417267849100435] User Vector: [2.2594363413680396, -0.5343490646563213] Predicted: 4.113373724275528 Movie Vector: [2.2010159930667794, -0.2291433455791289] User Vector: [2.132982138195345, -0.032510136086604455] Predicted: 4.702177280441847 Movie Vector: [2.341756359080065, -0.3730818404027315] User Vector: [1.843412896209214, -0.5944425004750069] Predicted: 4.538599574198944 Movie Vector: [1.576229115090672, -0.09419232651516037] User Vector: [1.7041827573700705, -0.4792441419352882] Predicted: 2.7313236002998544 Movie Vector: [2.0963092959284686, 0.05017630621789034] User Vector: [1.9062291473889497, 1.0679403272762704] Predicted: 4.049631182725102 Movie Vector: [0.9519628237280449, -0.8160139694385661] User Vector: [1.8048500906814036, -0.47455888254270545] Predicted: 2.10539686620689 Movie Vector: [1.7772743070239254, -0.33217132963159024] User Vector: [1.8027777650054766, -0.06968520766735832] Predicted: 3.2271780311047693 Movie Vector: [2.145961505177656, -0.5651483625829347] User Vector: [2.1568451415447902, -0.554699574981956] Predicted: 4.941994202911075 Movie Vector: [1.9378131501062783, -0.40720234979028247] User Vector: [1.810649866193753, -0.06279429350997778] Predicted: 3.534271104819111 Movie Vector: [1.7601618072783733, -1.084271345967105] User Vector: [1.9373515926170124, -0.9346734887863896] Predicted: 4.423491962320584 Movie Vector: [1.5581308749368206, -0.13921688431863044] User Vector: [1.7999669700009209, -0.507507201818116] Predicted: 2.8752376812312974 Movie Vector: [2.128652033762645, -1.0561967177867289] User Vector: [2.0542007742330517, -0.6737957244733404] Predicted: 5.084339488475458 Movie Vector: [1.8195424627542138, -0.6879494180559983] User Vector: [1.9921770283735927, -0.471251609081978] Predicted: 3.949047966675158 Movie Vector: [1.3260552830760288, -1.6919049276401061] User Vector: [1.49712296065962, -0.5274373042601956] Predicted: 2.8776415854961535 Movie Vector: [1.3947186193771672, 0.4019103818203114] User Vector: [1.8327640563673704, -0.46368362121253354] Predicted: 2.3698308930954415 Movie Vector: [1.2623410295415989, -1.1371657303051823] User Vector: [1.7726329845252171, -0.22060253880000652] Predicted: 2.4885289938266464 Movie Vector: [2.2383741609478416, -0.3397443431503814] User Vector: [2.2296609370230267, 0.3035591719949516] Predicted: 4.887682917610397 Movie Vector: [1.9551162709542678, -0.32787115841889464] User Vector: [1.938675101443496, -0.15608421658174543] Predicted: 3.841510747827657 Movie Vector: [1.6171062219338632, -0.2728056458434307] User Vector: [2.0090501596626216, -0.3189714258270542] Predicted: 3.335864719195996 Movie Vector: [2.1578402308416997, -0.1474826894150678] User Vector: [1.4099796247388314, -0.08076597540248222] Predicted: 3.054422342194122 Movie Vector: [2.058132616208296, -0.23000927721710174] User Vector: [1.9787789694594262, -0.38114621320251474] Predicted: 4.16025670232423 Movie Vector: [1.6925500880654754, 0.42759416699503455] User Vector: [2.0454104372498554, -0.4934772648136595] Predicted: 3.2509516157183005 Movie Vector: [2.1756714326245894, 0.012857536615993061] User Vector: [2.0615459923764714, 0.617558186128922] Predicted: 4.493186999645856 Movie Vector: [1.6653649920451747, -0.8916207366820269] User Vector: [1.9855933022238534, -0.31419655500108346] Predicted: 3.5868817377960007 Movie Vector: [1.9801598772241276, -0.4457107511793358] User Vector: [1.5584047812045287, -0.6547178157588288] Predicted: 3.377705389687814 Movie Vector: [1.7336529119299535, -0.32095634914262894] User Vector: [1.790257196193509, -0.13900090290801215] Predicted: 3.1482978236093158 Movie Vector: [1.5539737862017446, 0.19681067887603956] User Vector: [1.9368686543042017, -0.19987645871759951] Predicted: 2.970505294573029 Movie Vector: [2.053676376492525, -0.23462741680703378] User Vector: [2.1049254536656763, -0.30660662190322063] Predicted: 4.394773998144094 Movie Vector: [1.9363971315302222, 0.5795454486956367] User Vector: [1.7093417892293596, -0.49377467022954613] Predicted: 3.023799674655747 Movie Vector: [2.0189281884651735, -0.5428192009660873] User Vector: [1.1554517425769788, -2.2275329091933798] Predicted: 3.5419217273938823 Movie Vector: [1.9688524842367408, -1.1678978263470554] User Vector: [1.24839257638677, -0.06972192676301978] Predicted: 2.539328912037057 Movie Vector: [1.863237009591814, -0.10349931519930024] User Vector: [1.9170958977563857, 0.08621408456426867] Predicted: 3.563080928923406 Movie Vector: [2.2140391494407665, -0.21590756894953655] User Vector: [1.7216056088159108, -0.7405049515964409] Predicted: 3.9715828417095143 Movie Vector: [2.1209645571751587, -0.46855101326365034] User Vector: [1.9597241721865126, 0.5131554056118236] Predicted: 3.916066025785882 Movie Vector: [2.2475022984047874, -0.3385015847550236] User Vector: [1.946095934451597, -0.3680827860779991] Predicted: 4.498451692004624 Movie Vector: [2.1223370624226194, -1.054125352250091] User Vector: [2.0604889366623484, -0.5639295274248809] Predicted: 4.967504448731255 Movie Vector: [1.7504378763806474, -0.5595975072936189] User Vector: [2.144047902313175, -0.26519006650216786] Predicted: 3.901422357157098 Movie Vector: [1.9883034459258224, 0.004404238361585383] User Vector: [1.8301736566988158, 0.18413399503499572] Predicted: 3.6397515582615236 Movie Vector: [0.8178326254522229, -0.6821791355825273] User Vector: [1.7249257933938191, -0.5828853413921903] Predicted: 1.8083328086561763 Movie Vector: [1.6730814166785002, -0.7914133821446856] User Vector: [1.4805636594465457, 0.01332499497543179] Predicted: 2.4665579654889638 Movie Vector: [1.6841832933912357, -0.6830982823481417] User Vector: [2.030032929101958, -0.36999265374622486] Predicted: 3.6716888904830696 Movie Vector: [2.128354236185677, -0.3031378450429041] User Vector: [2.0676074868467977, -0.611308079003119] Predicted: 4.585911767125926 Movie Vector: [1.6104516164297367, -0.3052653872203747] User Vector: [1.5582762670084833, -0.8988999586162425] Predicted: 2.783931576987274 Movie Vector: [2.0369569852838327, -0.2800928161132749] User Vector: [2.1400383606766327, -0.31216811742329487] Predicted: 4.4466021346655 Movie Vector: [2.460583246091761, -0.1380672610891751] User Vector: [1.9906672368456262, 0.18115821438316387] Predicted: 4.8731904330424385 Movie Vector: [2.219283417630776, -0.24787290586007069] User Vector: [1.8974542734563968, -0.14950557984114662] Predicted: 4.248047187311953 Movie Vector: [1.6907536852434246, -0.7398618414331505] User Vector: [2.103416337889588, -0.27815494957076736] Predicted: 3.7621551580812227 Movie Vector: [1.6385954387330344, -0.10190803751794468] User Vector: [1.5909346021017052, -0.1018279548489304] Predicted: 2.6172752693695296 Movie Vector: [1.8428992028031068, -0.23144151921630546] User Vector: [1.8890380203110804, -0.07966051469539227] Predicted: 3.4997434122387037 Movie Vector: [1.567534893288864, -0.4204717499714901] User Vector: [1.9269736933527208, -0.38684345205129866] Predicted: 3.183255246029127 Movie Vector: [1.6470893998791851, 0.4729937142035836] User Vector: [1.1189999518913452, -1.7420078688028764] Predicted: 1.0191341871886113 Movie Vector: [1.6112675691622316, -0.6169470526443889] User Vector: [1.398077708736012, -2.2336175778834826] Predicted: 3.6307010526648895 Movie Vector: [2.0884995072661017, -0.12243117843314674] User Vector: [1.7342206337324284, -0.6453024085012832] Predicted: 3.700924073359443 Movie Vector: [1.9840962321427857, -0.5043900980921217] User Vector: [1.4786272516464316, -0.47401700428898497] Predicted: 3.172828242025983 Movie Vector: [1.2505932881482293, -0.12386766921046446] User Vector: [1.8554684182831218, -0.075444657593159] Predicted: 2.3297815041663297 Movie Vector: [1.9203445805238648, -0.47918760373774727] User Vector: [1.5575660615936806, -2.224567681737854] Predicted: 4.057048801953723 Movie Vector: [2.3177556695348067, 0.07075814391789197] User Vector: [2.030811602340326, -0.43437151698461013] Predicted: 4.676189782768726 Movie Vector: [1.6872648704884252, -0.3805274906767586] User Vector: [1.7549321846152943, -0.5685499579123167] Predicted: 3.1773843139996445 Movie Vector: [1.8766476913954484, 0.1064592239115935] User Vector: [2.0081335511347183, -0.5466674273708592] Predicted: 3.7103614026950633 Movie Vector: [1.8362923190354041, -0.5702165542526714] User Vector: [1.9582819025294331, -0.15629944900410744]
avg loss: 1.0498114703809096: 34%|███████████████▍ | 24073/70000 [00:44<01:14, 618.80it/s]
Predicted: 3.685102549363549 Movie Vector: [0.7382877347285194, 0.028057827192094705] User Vector: [1.6558971380917349, -0.19486193979781055] Predicted: 1.2170611443920218 Movie Vector: [2.026615411257471, -0.4604272999985667] User Vector: [1.4738738568069587, -0.8484543205007475] Predicted: 3.3776270044147467 Movie Vector: [1.657183463381386, -0.9451528089892601] User Vector: [1.6782062530039477, 0.11282708384643299] Predicted: 2.6744568153938575 Movie Vector: [1.2190862992367637, -0.34111772587395545] User Vector: [1.7511096642503732, -0.8657796423427288] Predicted: 2.4300865828526375 Movie Vector: [1.4557480217181287, -0.3808095782417381] User Vector: [1.758274810553414, 0.06716103434025346] Predicted: 2.534029511938559 Movie Vector: [1.6467309835849044, -0.5758752743588347] User Vector: [1.6119117212786551, 0.7478945177768567] Predicted: 2.2236910136170205 Movie Vector: [1.3439418471972109, -1.2973519741912802] User Vector: [2.35024182972528, -0.3452517095773775] Predicted: 3.6065013330142706 Movie Vector: [1.7369285236424623, -1.217063313788925] User Vector: [2.066186661716898, -0.07892121608123429] Predicted: 3.684870664677758 Movie Vector: [2.327813828778379, -0.6147376121947304] User Vector: [1.7196191706685797, -0.4801665913861426] Predicted: 4.298129749559127 Movie Vector: [1.3592303621456725, -1.2915375479763045] User Vector: [1.9119777964629607, -0.27011629827654215] Predicted: 2.9476836142453564 Movie Vector: [1.9128785393722227, -0.3847321596169023] User Vector: [1.4085859541065981, -0.011664007694775491] Predicted: 2.6989413613418574 Movie Vector: [1.9815162969367661, -0.5879820520787318] User Vector: [1.8118087750971463, -0.13702986855334176] Predicted: 3.6706997180961083 Movie Vector: [1.8224791437885264, -0.5145766573688935] User Vector: [1.7369611330324404, -0.25265931388184565] Predicted: 3.2955880237133486 Movie Vector: [1.893905798938192, -0.13995064477758648] User Vector: [1.7108058882126138, -0.027889073802737] Predicted: 3.244008286404416 Movie Vector: [1.8409041136045035, -0.12970910977560857] User Vector: [2.0900217116502215, -0.15197775853377268] Predicted: 3.867242466264726 Movie Vector: [1.7449509628158264, -0.3044517774001123] User Vector: [1.436005267873854, -0.16967645268901416] Predicted: 2.5574170723891965 Movie Vector: [1.6976975905276124, -0.905799402042668] User Vector: [1.8924134963334975, -0.3487377311940715] Predicted: 3.52863226139262 Movie Vector: [2.0712301749318187, 0.11301219160428236] User Vector: [1.5120416339685867, 0.03780569724801203] Predicted: 3.1360587627300744 Movie Vector: [0.8792423168610012, -0.7968931778254884] User Vector: [1.712819880099611, -0.22520978055311533] Predicted: 1.6854518574467172 Movie Vector: [1.6810469510680575, -0.728429020366776] User Vector: [2.168677779156982, 0.9733178982421617] Predicted: 2.9366561653789027 Movie Vector: [2.0445977002585387, 0.18471152220883333] User Vector: [1.6370802928728516, -0.5154018564339876] Predicted: 3.2519699404952274 Movie Vector: [2.4697845255437745, -0.13722991001175014] User Vector: [1.8150175797852959, 0.47391550035806335] Predicted: 4.417666950676327 Movie Vector: [1.6966349051988052, -0.32905426574749136] User Vector: [1.7038770709409106, -0.1930385143212035] Predicted: 2.9543774593172 Movie Vector: [1.476935224670858, -0.25742900695599114] User Vector: [2.11889657436128, -0.33128133301897955] Predicted: 3.2147544126907217 Movie Vector: [2.0856734814849416, -0.18041022379572041] User Vector: [1.7836923192904208, 0.13523744646512445] Predicted: 3.695801551490067 Movie Vector: [1.7506124461270267, -0.2840753262349143] User Vector: [1.7852361363392952, -0.19232935275069593] Predicted: 3.1798926231784996 Movie Vector: [2.159561703052606, -0.31236463336822096] User Vector: [1.9788472790364469, 1.0696784818594671] Predicted: 3.9393130731890573 Movie Vector: [1.9241583790877212, -0.4811146403626413] User Vector: [1.8411235161550028, -0.32232381359484147] Predicted: 3.6976879462030934 Movie Vector: [2.147949200336178, -0.28674786259911705] User Vector: [1.915454790556787, -0.4565364237639115] Predicted: 4.245210429369498 Movie Vector: [2.144560696722648, -0.9046550590997133] User Vector: [2.1180742331065847, -0.28456914073381673] Predicted: 4.799775665889851 Movie Vector: [1.6763406356312753, -0.5591535641536183] User Vector: [1.3780575869316938, -0.11966622944628397] Predicted: 2.3770057299172915 Movie Vector: [1.791148954958333, -1.0145907462714838] User Vector: [1.64147263408008, -0.314152918451413] Predicted: 3.2588586371002215 Movie Vector: [1.6336530451090592, 0.12793905745271583] User Vector: [1.8616274047732868, -0.205122210778241] Predicted: 3.0150101363567696 Movie Vector: [1.9353857072975653, -0.2951639163706186] User Vector: [2.2154520204444728, 0.7724228325230355] Predicted: 4.059762827230161 Movie Vector: [1.5479835224805927, -0.33540414902171733] User Vector: [2.081757105417865, -0.662803525499623] Predicted: 3.444832749432545 Movie Vector: [2.2278195997699815, -0.20718509066672075] User Vector: [1.5122340337853957, -0.4169615137901553] Predicted: 3.455372828945471 Movie Vector: [2.237489460019165, -0.23128414792661586] User Vector: [1.9592637670237703, -0.21115173162588338] Predicted: 4.432668076445453 Movie Vector: [1.4115242725683395, -0.2891600944038794] User Vector: [1.826043803499204, -0.05149870663126642] Predicted: 2.592396522283312 Movie Vector: [1.6662472807345745, -1.8418143913622735] User Vector: [1.6463389528323886, -1.0987592654486515] Predicted: 4.766918431070342 Movie Vector: [2.0182668007830196, 0.08758509154565923] User Vector: [1.8972852899639807, -0.03471231692400902] Predicted: 3.826187630892736 Movie Vector: [2.2504158594468966, -0.6368987401551047] User Vector: [2.273809364388432, -0.347545039860539] Predicted: 5.338367653012927 Movie Vector: [1.2224578113403983, 0.030854758804135015] User Vector: [0.877435797812218, -0.1473331553264361] Predicted: 1.0680823160137909 Movie Vector: [2.219834474985842, 0.04221420680574728] User Vector: [1.6898598114348515, -0.3415616843424052] Predicted: 3.736790311736408 Movie Vector: [2.1464236763550706, -0.22831126939161697] User Vector: [1.8577136099503098, -0.3014140115180075] Predicted: 4.05625669186649 Movie Vector: [2.0413135952264243, -0.2629828253640497] User Vector: [1.7327240164198958, -0.30998715243192476] Predicted: 3.618554388666371 Movie Vector: [1.979678738447755, -0.3852853087050059] User Vector: [1.746778181224172, -0.08726921530759164] Predicted: 3.4916831727141617 Movie Vector: [1.7807288634301226, -0.747308484476662] User Vector: [1.8015315808096728, -0.3755764434788483] Predicted: 3.4887107471099936 Movie Vector: [1.7199124687095892, -0.3380998807686966] User Vector: [1.8405805832449287, -0.4109097307274708] Predicted: 3.3045660257533758 Movie Vector: [1.8782913904692646, -0.6917619521862778] User Vector: [1.9887989683809983, -0.35326831747390497] Predicted: 3.9799215606254945 Movie Vector: [1.7043548292703419, -0.4292139930371102] User Vector: [1.7521431009543524, -0.2664976606590037] Predicted: 3.1006580807507627 Movie Vector: [2.262677341701485, -0.11793403395344641] User Vector: [1.5193704440979627, 0.1348952665511563] Predicted: 3.4219363345657796 Movie Vector: [1.4771398634093673, -0.7205189077199884] User Vector: [2.100969490948843, -0.28948738971881655] Predicted: 3.3120069247263344 Movie Vector: [1.9419919538788557, -0.4600076537476697] User Vector: [1.6654105934558925, -0.4390487491726247] Predicted: 3.436179757383701 Movie Vector: [2.152394675512641, 0.11423419745612812] User Vector: [1.6769356770441834, -0.38520513082449265] Predicted: 3.5654238234713675 Movie Vector: [1.4609554762676529, -0.21132534071560757] User Vector: [1.8940212360459763, -0.2534649457775423] Predicted: 2.8206442629945 Movie Vector: [1.7686504597656982, -0.3852096866532515] User Vector: [1.7783063489483868, -0.39515306420816637] Predicted: 3.297419129715524 Movie Vector: [1.826458386324916, -0.4438080605746971] User Vector: [1.46935598763662, -1.5652642211351886] Predicted: 3.378394444384606 Movie Vector: [1.7322793157376275, 1.0340399572007986] User Vector: [2.180091132104424, 0.026267655355009762] Predicted: 3.8036885797865803 Movie Vector: [1.2869883595820848, -0.6640174529449578] User Vector: [1.447814106740263, -0.43177093546314177] Predicted: 2.1500233390353496 Movie Vector: [1.7942437343840036, 0.5018069248820316] User Vector: [1.8554580635573952, -0.3444413029157871] Predicted: 3.156300973931601 Movie Vector: [1.3634491188763236, -0.7875682621314634] User Vector: [1.3823079895718364, -1.7561135291790748] Predicted: 3.2677658906785374 Movie Vector: [1.7989863990720292, 0.14619984368150246] User Vector: [2.097259593621339, 0.42738241502991275] Predicted: 3.835424726517716
avg loss: 1.0515188303194034: 34%|███████████████▌ | 24139/70000 [00:45<01:12, 629.08it/s]
Movie Vector: [2.10264307916395, -0.36273152963890376] User Vector: [1.7797553945513653, -0.4228292358745845] Predicted: 3.8955638584629706 Movie Vector: [2.1889405243725215, -0.8390207919119019] User Vector: [1.9176671532001353, -0.1402316063539917] Predicted: 4.3153165773120685 Movie Vector: [1.5091257836405565, -0.2468150412648366] User Vector: [1.7313282891328037, -1.7285353509261807] Predicted: 3.0394206850431806 Movie Vector: [1.889028510706358, -0.5831085641064713] User Vector: [1.653960791663064, -1.2082662813136154] Predicted: 3.8289295073970346 Movie Vector: [1.7405094184337035, 0.10447476336373718] User Vector: [1.7673532577079576, -0.5036328332983813] Predicted: 3.0234780696591317 Movie Vector: [1.816135304458961, -0.5129254741221965] User Vector: [1.7299381283713477, 0.07457363585475664] Predicted: 3.1035509919370456 Movie Vector: [1.688710785608635, 0.24453707238168879] User Vector: [1.733053621521798, 0.1776516550369554] Predicted: 2.970068758328464 Movie Vector: [2.0438162766931334, -0.2961074546935081] User Vector: [1.554066723233393, -0.09953505625168785] Predicted: 3.2056999361710337 Movie Vector: [2.002120054513575, -0.27501114127268067] User Vector: [1.7261758331199961, -0.4456853728994212] Predicted: 3.5785796961558325 Movie Vector: [1.966716967014538, -0.43163513872784404] User Vector: [2.097485533330882, -0.5214856687237434] Predicted: 4.350251925433539 Movie Vector: [1.2488641563244363, 1.085214600461525] User Vector: [2.1097968980617012, -0.7823744364270061] Predicted: 1.7858055616752948 Movie Vector: [2.4557427416218722, 0.23059531474794048] User Vector: [1.9603060994618557, -0.7100099606676987] Predicted: 4.650282504756195 Movie Vector: [1.6636351722654474, 1.3063677231807462] User Vector: [1.795269302895966, -0.6988536913051371] Predicted: 2.073713250439448 Movie Vector: [2.253855314653762, -0.22221140626504096] User Vector: [1.7568127722964788, -0.9672124404955644] Predicted: 4.174527440251589 Movie Vector: [1.5459650401844613, -0.4399339109881573] User Vector: [2.1429485173106326, -0.13644380710277454] Predicted: 3.3729497483662016 Movie Vector: [1.4036739085482428, -0.5870585370394964] User Vector: [2.0407413940722985, -0.3921161044034248] Predicted: 3.094730555554354 Movie Vector: [1.6428640329243342, -0.6330438241683638] User Vector: [1.7066131631829735, -0.21590123639698208] Predicted: 2.9404083282399585 Movie Vector: [1.5215104476987444, -0.12281890669472613] User Vector: [1.6754968594874755, -0.6810738685043287] Predicted: 2.6329347247046786 Movie Vector: [2.139443537385615, 0.2774954587557134] User Vector: [1.7783407777790037, 0.011228248342430707] Predicted: 3.807775472213404 Movie Vector: [1.9660459934099048, -0.04399532842813839] User Vector: [1.8250325444064757, -0.43026788136922317] Predicted: 3.607027698525954 Movie Vector: [1.7681168119115358, -0.3071890229980402] User Vector: [2.3831009563249648, -0.7868812495719613] Predicted: 4.455322147632117 Movie Vector: [1.7544049003685867, -0.21333595191115934] User Vector: [1.7667467689045002, -0.36418763920014785] Predicted: 3.1772835057594633 Movie Vector: [0.1569579490658634, -0.6145053937449466] User Vector: [2.1074572186458504, -0.42798157843763235] Predicted: 0.5937791511561026 Movie Vector: [2.3025506656768076, -0.0664702888250456] User Vector: [1.854508798184505, -0.30363430090867033] Predicted: 4.2902831274418185 Movie Vector: [1.879746911122576, -0.6920204948245327] User Vector: [1.9464873642512432, 0.21195131656235622] Predicted: 3.512228955524206 Movie Vector: [1.6969905390648747, -0.5498388262527331] User Vector: [1.9168100063274651, -0.39994199077822745] Predicted: 3.472712080701273 Movie Vector: [1.8098507477270849, -0.5001909947965417] User Vector: [1.959332539832751, -0.7282074170180014] Predicted: 3.910342254598767 Movie Vector: [2.4970150715552006, -0.24413207836179482] User Vector: [1.8318596593427463, 0.2504247492108886] Predicted: 4.513044463854727 Movie Vector: [1.9999567068523347, -0.17599376580403356] User Vector: [1.5756422198453555, -0.3591049438168391] Predicted: 3.2144164565605906 Movie Vector: [1.7925881952352771, -0.6243077596833954] User Vector: [1.8856132963362509, -0.207306166938988] Predicted: 3.5095509844412733 Movie Vector: [-0.2024061350382732, 0.02317306276391327] User Vector: [1.76981055521281, -0.36226425875962354] Predicted: -0.36661528663592463 Movie Vector: [2.035263803848953, -0.32066698115963654] User Vector: [1.3532171594486453, -0.1319025135189445] Predicted: 2.7964506841906127 Movie Vector: [1.8095666886708683, 0.16633391980600382] User Vector: [1.883209753622707, 0.12630807934738641] Predicted: 3.4288029558767423 Movie Vector: [1.4484772716219045, -0.9477175676738572] User Vector: [1.843314876917998, -0.6008942599699012] Predicted: 3.2394777501461056 Movie Vector: [2.2158223978609435, -0.2166745879917061] User Vector: [1.2941321742195375, -0.12259334985699111] Predicted: 2.8941299209989184 Movie Vector: [1.7814954079372853, -0.49904330363562377] User Vector: [2.2544463227088216, -0.7409258593431913] Predicted: 4.386039859942555 Movie Vector: [2.0026123463222674, 0.15005830552146637] User Vector: [1.9402764427837653, -0.5512174814096898] Predicted: 3.8029067983628706 Movie Vector: [1.655807279518517, -0.43216948289258034] User Vector: [1.8567161058087172, -0.3480028837647397] Predicted: 3.224760270319081 Movie Vector: [1.4036587590782876, -0.43718671621442107] User Vector: [2.1195472641864095, -0.7739017457626182] Predicted: 3.3134606455582416 Movie Vector: [1.358713029648095, -1.9310738956913631] User Vector: [2.1695058614221012, -0.6818161935338101] Predicted: 4.2643733348049135 Movie Vector: [1.7722212759159286, 0.02207923578039828] User Vector: [1.9202802548789744, -0.20052883008342146] Predicted: 3.398734000097601 Movie Vector: [1.527957563729696, -0.7971366182217584] User Vector: [1.4687911903790745, -1.5993189998136565] Predicted: 3.519126347848514 Movie Vector: [2.1393432035996054, 0.26147106974352974] User Vector: [1.9089178669492584, -0.38806602855154293] Predicted: 3.982362425271256 Movie Vector: [1.8678694012204613, -0.6557638975406496] User Vector: [1.888633671118181, -0.22065979747447514] Predicted: 3.6724217732187103 Movie Vector: [2.0120433037320002, -0.38690224567301174] User Vector: [1.8674413240461292, 0.4710026528472833] Predicted: 3.5751408270548746 Movie Vector: [2.203782267995208, -0.2478905836867908] User Vector: [2.0874378873465957, -0.5047510255779967] Predicted: 4.725381628022842 Movie Vector: [1.4451017321405113, -0.7346092853066395] User Vector: [1.7026591272384772, -0.3160455304618853] Predicted: 2.692685635274138 Movie Vector: [2.0776748330665074, -0.42401969583382154] User Vector: [2.2701556547966883, -0.026605480422212904] Predicted: 4.727926518830837 Movie Vector: [1.9959790606492784, -0.3168377684314337] User Vector: [1.886019742211105, -0.07847067838034608] Predicted: 3.789318388049845 Movie Vector: [2.1446858459712193, -0.055266632493069845] User Vector: [1.9788306413095718, -0.24749473383741305] Predicted: 4.257648268489752 Movie Vector: [2.3151586433243416, -0.22608472656655343] User Vector: [1.7111181801722644, -0.41098848077515787] Predicted: 4.054428262873291 Movie Vector: [2.1386117085933787, 0.0017558992837256367] User Vector: [2.0870585220444924, -0.41148731677806355] Predicted: 4.462685261479151 Movie Vector: [1.5594237553045949, -1.2407576909794678] User Vector: [1.807052704962807, -0.5081403026444772] Predicted: 3.448439903809196 Movie Vector: [2.072312463859265, -0.4844259431281501] User Vector: [1.718846591220799, -0.32427433614559764] Predicted: 3.7190741155684592 Movie Vector: [1.943111928844913, 0.18662653945236124] User Vector: [1.9312213148961923, -0.8393266742304466] Predicted: 3.5959385415326617 Movie Vector: [2.0737612114046224, 0.11808364753308394] User Vector: [2.2772891407471203, -0.10256560411658848] Predicted: 4.710442566588819 Movie Vector: [1.926779802919072, 0.0984167852882066] User Vector: [1.83534207599483, -0.6006457371539843] Predicted: 3.4771864209266385 Movie Vector: [1.6085723866878237, -0.7435841273832162] User Vector: [1.3938656773263953, -0.40393641899446936] Predicted: 2.542494548935463 Movie Vector: [2.224677186544766, -0.252943060520324] User Vector: [2.1471477781054276, -0.04182213019217688] Predicted: 4.787289295699717 Movie Vector: [1.814191236377679, -0.39532919021082785] User Vector: [2.233976299478279, 0.4940958256329255] Predicted: 3.857529722154916 Movie Vector: [-0.3297197643629722, -0.09849878916668159] User Vector: [2.1073354232575086, -0.32926623066499827] Predicted: -0.6623978141562303 Movie Vector: [1.9906481906712312, 0.27172251976367595] User Vector: [2.0309922048297033, -0.1687206645229209] Predicted: 3.9971457537112536
avg loss: 1.0512606719214486: 35%|███████████████▌ | 24203/70000 [00:45<01:12, 629.19it/s]
Movie Vector: [2.1037176349412325, -0.34517330676727276] User Vector: [1.4916868029583998, -1.293413864064791] Predicted: 3.584539773670573 Movie Vector: [2.297064701735136, -0.46228680491043256] User Vector: [2.262739310769319, -0.6354831664407781] Predicted: 5.491434082584965 Movie Vector: [2.0088549276179943, -0.23315316747906795] User Vector: [1.2939189343543742, -0.09160127267574403] Predicted: 2.6206525540854724 Movie Vector: [1.880774159752059, -0.607001445274629] User Vector: [2.3908567602041244, -0.3642974812117077] Predicted: 4.717790711865856 Movie Vector: [2.199491813194191, 0.17958492552003416] User Vector: [2.598761696527847, -0.02460118190815806] Predicted: 5.711537074534965 Movie Vector: [2.2024065232521037, 0.28481298845094616] User Vector: [1.6338729763359252, 0.28667210180902314] Predicted: 3.6801004392693137 Movie Vector: [1.798614265327651, -0.10093709016240081] User Vector: [1.7352941319642794, -0.5681770727122283] Predicted: 3.178474920706879 Movie Vector: [2.1610403836142718, -0.2749332600838662] User Vector: [2.0166711808677538, -0.5228961667974965] Predicted: 4.50186941014929 Movie Vector: [1.8518835899416914, -0.4885833106860292] User Vector: [1.965698464554779, -0.03945506126921067] Predicted: 3.659521813740806 Movie Vector: [1.5697449819142897, -0.3073364500690761] User Vector: [2.3199008333765194, 0.2291311011883029] Predicted: 3.5712323524919385 Movie Vector: [1.8257923682956139, -0.3927633300203652] User Vector: [1.8706794564817006, -0.3516997163732728] Predicted: 3.5536070269416604 Movie Vector: [1.9074066865446688, -0.42196157472152923] User Vector: [1.8531938734129794, -0.4308980634314775] Predicted: 3.716616811001535 Movie Vector: [1.5478867440925537, 0.19403571153048849] User Vector: [1.671062966713257, -0.32267447973094115] Predicted: 2.5240058424521035 Movie Vector: [2.0180628230378597, 0.08928137200510189] User Vector: [2.177783262376041, -0.2273390463278191] Predicted: 4.3746062964687145 Movie Vector: [1.8018446966220791, -0.08189206758095355] User Vector: [1.8293053404499893, -0.4999141351311579] Predicted: 3.3370631283310948 Movie Vector: [1.8552870495320075, -0.46535402092732353] User Vector: [1.4813396880158374, -0.5684770049260299] Predicted: 3.0128533991806172 Movie Vector: [2.101687898858017, 0.9917430568815137] User Vector: [2.0237415626611264, 0.8240480630345756] Predicted: 5.070517097712103 Movie Vector: [1.7294467382144632, -0.4797803189982871] User Vector: [1.8235998471920938, -0.4050179270868379] Predicted: 3.348138437792508 Movie Vector: [2.133883276959128, -0.1292240623230487] User Vector: [1.7512772403021877, 0.15260043028142192] Predicted: 3.7173015688867603 Movie Vector: [2.11501870119041, 0.4773622487837248] User Vector: [2.127940458673275, -0.24022288227597346] Predicted: 4.385960529821109 Movie Vector: [1.9213743571221924, -0.4348974231586614] User Vector: [2.1109697601110575, -0.4581701950722817] Predicted: 4.255220202942809 Movie Vector: [1.7329853902848296, -0.8865805716924586] User Vector: [2.320531342804986, -0.316571183749111] Predicted: 4.302112775848723 Movie Vector: [1.924416504570119, -0.41130529916164105] User Vector: [1.7457584452550945, 0.8426580054741603] Predicted: 3.012976662009073 Movie Vector: [1.9996251581265962, -0.1762879473670164] User Vector: [2.026580791133787, 0.08592753550588554] Predicted: 4.0372539460705825 Movie Vector: [1.5403129851339614, -0.004103759976917991] User Vector: [1.7773232872752047, -0.4770132168011079] Predicted: 2.7395916859185454 Movie Vector: [2.2157175603484163, -0.400241966255125] User Vector: [1.6019077078069492, -1.3104121554747277] Predicted: 4.073856975957159 Movie Vector: [2.0144002034267006, -1.1109060951369583] User Vector: [1.6808622229742822, -0.642174453198583] Predicted: 4.099324718091199 Movie Vector: [2.2712901346692282, -0.2519706564595119] User Vector: [2.0981858229052053, -0.24693853913233704] Predicted: 4.827810026077757 Movie Vector: [1.8726087724879767, 0.5979718840341004] User Vector: [1.9596775440246692, 0.18677032065179255] Predicted: 3.781392760710094 Movie Vector: [1.9235907619947687, -0.4117038758338439] User Vector: [1.9135393710979882, -0.35391629808765823] Predicted: 3.8265753686008246 Movie Vector: [1.62247387979721, -0.11382576409312313] User Vector: [1.6002219719536734, -0.3617701706680972] Predicted: 2.6374971174748145 Movie Vector: [1.481962841733907, -0.9072348586454314] User Vector: [1.4773068287970064, -1.557204747549587] Predicted: 3.602064255142062 Movie Vector: [1.9707864253383376, -0.45546319694219906] User Vector: [2.037897691702451, -0.16323318929492836] Predicted: 4.090607817278862 Movie Vector: [1.7129004829561802, -0.36106020985613063] User Vector: [1.980929119994512, -0.6409084380977914] Predicted: 3.6245409814987144 Movie Vector: [1.105626270526817, -0.566349723522377] User Vector: [2.3166344811174513, -0.5412705961367797] Predicted: 2.8678803940045725 Movie Vector: [2.1519036314930085, 0.2775741304213222] User Vector: [1.7611058130115829, -0.3136435847772753] Predicted: 3.702670649156294 Movie Vector: [2.0579126943967916, -0.5850604847748128] User Vector: [1.7356382695513655, -0.7036797874344578] Predicted: 3.9834872653532765 Movie Vector: [1.7865522484128569, 1.023564831461651] User Vector: [1.744848197537348, 0.8428525526051841] Predicted: 3.9799767014038174 Movie Vector: [2.278005562556996, -0.2356506070800919] User Vector: [2.0500765842133166, -0.08918586703126799] Predicted: 4.6911025662146635 Movie Vector: [1.8102173637340597, -0.172484798502068] User Vector: [2.5059195076667864, -0.5905567993402617] Predicted: 4.638121075436554 Movie Vector: [1.844226062855622, -0.27765633687166774] User Vector: [1.730188282279805, -0.39587090450543616] Predicted: 3.3007743890468695 Movie Vector: [1.6923086347790708, -0.5675090452901408] User Vector: [1.4937816548635423, -1.1338764703327548] Predicted: 3.1714247461556386 Movie Vector: [1.4532462676726179, -0.7172266682607165] User Vector: [2.133725616612005, -0.2911714734594544] Predicted: 3.3096647343807395 Movie Vector: [2.409278003503583, 0.24742453692546584] User Vector: [2.0470427432297997, -0.3842011243356204] Predicted: 4.836834268220206 Movie Vector: [1.9089463004216705, 0.10067205840568869] User Vector: [1.9849743896182708, -0.17643394321785144] Predicted: 3.771447549257188 Movie Vector: [1.9928515546994652, 0.5172790735648771] User Vector: [1.3789367333644722, -0.666829617933002] Predicted: 2.403079205927586 Movie Vector: [1.652410861052928, -0.4636085642610538] User Vector: [1.728611213648865, -0.5306885532917012] Predicted: 3.102407702232609 Movie Vector: [2.266776998463874, -0.021413639088982146] User Vector: [1.6837419198458516, 0.02854141139229215] Predicted: 3.8160562797733357 Movie Vector: [2.0521524470727264, -0.17106231132743518] User Vector: [0.9189607332191069, -0.1462850685503927] Predicted: 1.9108713793782595 Movie Vector: [1.8351094400082837, -0.47519508554481793] User Vector: [1.7549490217205483, -0.26339314013620074] Predicted: 3.345686642251621 Movie Vector: [2.054856924467478, -0.6444662028562678] User Vector: [2.0219353288025474, -0.5234311611496283] Predicted: 4.4921215040980895 Movie Vector: [2.25088343898704, -0.15878570736645686] User Vector: [1.706698475718161, -0.19358571235096805] Predicted: 3.872317978610121 Movie Vector: [1.7082734128705086, -0.4420031702556389] User Vector: [2.047656926740288, -0.6705487916097587] Predicted: 3.79434257833317 Movie Vector: [2.10443554134395, -0.3882598070746777] User Vector: [1.7718992588774807, -0.4724784062722486] Predicted: 3.912292150928989 Movie Vector: [2.323595926725697, -0.07833823589114386] User Vector: [2.050010796768262, 1.0247385166111944] Predicted: 4.683120529473406 Movie Vector: [2.162342871910908, 0.08717076663861331] User Vector: [1.8875702563281096, -0.3904680724213058] Predicted: 4.047536687781267 Movie Vector: [1.9864534452566835, 0.8029968605535013] User Vector: [1.9141791193137623, -0.08454941223243492] Predicted: 3.7345347938149382 Movie Vector: [1.9423074044120248, -0.5071308653599917] User Vector: [2.045373916050216, -0.09064557668624565] Predicted: 4.018714071681504 Movie Vector: [2.187361225321808, -0.01538179706617328] User Vector: [1.616388683025878, 0.3269035016674231] Predicted: 3.530597566976918 Movie Vector: [1.343340397329202, -0.8795903392590051] User Vector: [1.6286557589882011, -0.6040565612377143] Predicted: 2.7191613900224123 Movie Vector: [1.5854236121116174, -0.43460412743889737] User Vector: [1.8559627166119217, -0.2720269392660492] Predicted: 3.0607111446949586 Movie Vector: [2.038483378667782, -0.41089180840269807] User Vector: [2.281780872241365, 0.7623070795798796] Predicted: 4.3381466473393395 Movie Vector:
avg loss: 1.0518324807097652: 35%|███████████████▌ | 24267/70000 [00:45<01:13, 625.69it/s]
[2.046372252472074, -0.4632453682482041] User Vector: [1.4876707087800864, -0.037057134579631265] Predicted: 3.0614946052175975 Movie Vector: [2.118700355656701, -0.24167564566415606] User Vector: [2.106887658309943, -0.5928199339952474] Predicted: 4.607133771300874 Movie Vector: [2.0217128780388465, -0.37899612203233884] User Vector: [1.4519224657719765, -1.1430616293863836] Predicted: 3.368586271746527 Movie Vector: [1.6417016654265455, -0.26544773286640744] User Vector: [1.7815629342375785, -0.4878593309322995] Predicted: 3.054295989553737 Movie Vector: [1.6266549413025568, 0.189310298370231] User Vector: [1.6009873180602106, -0.342209682001341] Predicted: 2.539470114880514 Movie Vector: [1.5033908196297305, -0.9298217365094806] User Vector: [1.6254451788240363, -0.6932361636638664] Predicted: 3.0882654131645686 Movie Vector: [1.8039783562152638, -0.2898246110142763] User Vector: [1.79140441989586, -0.41978455106475787] Predicted: 3.353318694942638 Movie Vector: [1.7202886037484983, -0.5997803351748171] User Vector: [1.6340060961438068, -0.40281936707634247] Predicted: 3.0525652006517205 Movie Vector: [2.169438352363545, -0.19832382394687095] User Vector: [2.2150288713169894, -0.015354999070971223] Predicted: 4.808413847160068 Movie Vector: [2.170466706620644, -0.17398130154221392] User Vector: [1.8380391698119618, 0.7246673446357637] Predicted: 3.863324255736641 Movie Vector: [1.8500299263060307, -0.22905551121381562] User Vector: [1.8924890386350628, -0.6664034271775648] Predicted: 3.653804734367792 Movie Vector: [2.174100448267433, -0.1408606108432554] User Vector: [1.9124260329129936, -0.142060008097073] Predicted: 4.1778169549514 Movie Vector: [1.9372521837921062, 0.3734057068436618] User Vector: [2.040574326298086, -0.6738072590506984] Predicted: 3.701503593968857 Movie Vector: [1.9125993436790036, -0.7007754834990042] User Vector: [2.115488112016796, -0.19724625543760638] Predicted: 4.184306514626715 Movie Vector: [1.64809403186974, -0.03872011339470396] User Vector: [1.8701373122222704, -0.2962125801721248] Predicted: 3.093631527743643 Movie Vector: [1.6071204459131678, 0.34411079793780724] User Vector: [1.7384760061563915, -0.24184847294946107] Predicted: 2.710717663216724 Movie Vector: [2.0745494038946735, -0.8174863839452751] User Vector: [1.5392258841438575, -0.6443169863082108] Predicted: 3.7199205036615077 Movie Vector: [1.6747930147945105, -0.08127523777535363] User Vector: [2.112441176936389, -0.24851998874921888] Predicted: 3.55810024847488 Movie Vector: [1.2255908370354451, -1.1433487242013327] User Vector: [1.1303936602091844, -0.38837065516512187] Predicted: 1.8294432052956129 Movie Vector: [1.913227795243277, 0.3147576132270838] User Vector: [2.0352540242760915, 0.20521141916191102] Predicted: 3.9584964261280993 Movie Vector: [1.8515508497997988, -0.028014910167839246] User Vector: [1.9933683810834475, -0.2601948329559257] Predicted: 3.6981122548305025 Movie Vector: [1.3867512358286138, -0.5958170276694053] User Vector: [1.4526066010600422, -1.5904043892172666] Predicted: 2.9619940151686235 Movie Vector: [1.4429139133925404, -0.2071719594487162] User Vector: [1.330400110729322, -0.15244302508474117] Predicted: 1.9512347503614107 Movie Vector: [1.915403562226365, -0.21346064168869405] User Vector: [1.7969882564436368, -1.052009778412025] Predicted: 3.6665203900336985 Movie Vector: [1.9780536364390167, -0.7770934418053312] User Vector: [1.862963416110589, -0.46219646755481686] Predicted: 4.0442114035528425 Movie Vector: [2.035318729100187, -1.1716099236025477] User Vector: [2.0299283661149468, -0.4973885483596936] Predicted: 4.714296581429975 Movie Vector: [2.1516374303493806, -0.23015312882837924] User Vector: [1.7569299389401656, -0.44990975580860715] Predicted: 3.883824357114875 Movie Vector: [2.16403795922013, -0.23704669874747603] User Vector: [2.1599778565032404, 0.07588392043858758] Predicted: 4.65628603971996 Movie Vector: [1.9423671501839714, 0.2823130344856475] User Vector: [2.077169127761478, 0.0747725166347349] Predicted: 4.055734335207468 Movie Vector: [1.926986380949032, -0.1752982173525224] User Vector: [2.0375583984466257, -0.5104630501905133] Predicted: 4.015830546917697 Movie Vector: [2.058957356287937, -0.5854840220235575] User Vector: [2.173486150485265, 0.07427282222159444] Predicted: 4.431629747650247 Movie Vector: [1.6344818752680959, -0.6740397299854142] User Vector: [1.718473835122218, -0.4776584164291121] Predicted: 3.1307750866648587 Movie Vector: [1.9675671232651901, 0.04807986248194141] User Vector: [1.9942532172217804, 0.12205304938766512] Predicted: 3.9296953595014696 Movie Vector: [1.317636439539507, 0.7076679249004784] User Vector: [2.142314335851392, -0.06777823932016509] Predicted: 2.7748269478925627 Movie Vector: [1.9661063339014935, -0.3903164536828276] User Vector: [1.5443684092343704, -0.11436710652231329] Predicted: 3.081031874708825 Movie Vector: [1.8766550695041697, -1.8056400669037302] User Vector: [1.8914352677198405, -0.8909422426168649] Predicted: 5.15829259437149 Movie Vector: [1.5458388846890416, -0.24840029192842727] User Vector: [1.9509791504516814, 0.0925926137077989] Predicted: 2.992899401710368 Movie Vector: [1.6648188513888673, 0.6343370453836941] User Vector: [1.8836842021856048, -0.07463484134634951] Predicted: 3.0886493251196696 Movie Vector: [1.4417110687223034, -0.6559904837179906] User Vector: [1.7736471322040817, -1.3440429354619037] Predicted: 3.438766077877597 Movie Vector: [1.3215162695646752, -1.7605399505347046] User Vector: [1.763366636824055, -0.12265546854819115] Predicted: 2.546257552301176 Movie Vector: [1.5740477089102172, 0.08644449049274529] User Vector: [2.2740162084564406, -0.43866922997834507] Predicted: 3.541489464865236 Movie Vector: [1.3636473118216348, -0.15925367896878148] User Vector: [2.1728536371550695, -0.14417079770530083] Predicted: 2.9859657512228055 Movie Vector: [1.9852476417141869, -0.4995315482562652] User Vector: [1.2027567758992985, -1.833259625037634] Predicted: 3.303541071760591 Movie Vector: [1.7045386081558243, -1.2921454608527936] User Vector: [1.9165031030750428, -0.38403484636338786] Predicted: 3.762982415379603 Movie Vector: [2.1030074909711245, -0.3907924969388972] User Vector: [2.607049037862947, -0.3586105059548879] Predicted: 5.622785951005472 Movie Vector: [1.8100483199169621, -0.6230603328507692] User Vector: [1.678736124050448, -0.3465222030197263] Predicted: 3.2544977400750787 Movie Vector: [1.517421583044254, -0.11650137130245124] User Vector: [2.007370655508659, -0.39551642409979515] Predicted: 3.0921057636187985 Movie Vector: [1.4244702281220498, -0.311500533522313] User Vector: [1.5984124761233074, -0.4099212901978192] Predicted: 2.404581685095274 Movie Vector: [1.7808221333213419, -0.3130879670269315] User Vector: [1.8644586757130308, -0.05445727015195745] Predicted: 3.3373191923744763 Movie Vector: [1.9728944820324053, -0.39677629024882893] User Vector: [1.9102429897129096, -0.28690651501349246] Predicted: 3.8825455564209572 Movie Vector: [1.8717463287467098, -0.18790241316142003] User Vector: [1.6631917591826115, -0.43507241298541544] Predicted: 3.1948242255517565 Movie Vector: [1.803764805870787, -0.5118544595671533] User Vector: [2.203440515873425, -0.8778004591019543] Predicted: 4.423794533963685 Movie Vector: [2.2830797263425433, -0.34523066658752266] User Vector: [2.2282563740938683, -0.24572318346890504] Predicted: 5.172118131212235 Movie Vector: [2.06181835943222, -0.5045484762329907] User Vector: [1.9326880954070274, 0.5292472124750243] Predicted: 3.717820923561468 Movie Vector: [1.8436263880834425, -1.137574855803131] User Vector: [1.864800274354629, -0.4544518748054427] Predicted: 3.9549680202567012 Movie Vector: [1.6131059174827191, -0.2623651434857893] User Vector: [1.7232791491585429, -0.05482697175780634] Predicted: 2.794216479294359 Movie Vector: [1.469151900478924, -1.4790100175169327] User Vector: [1.6939612967837685, -0.02664433848759959] Predicted: 2.528093702040888 Movie Vector: [1.5120426655130235, 0.15136590292862045] User Vector: [1.9997746868606845, -0.32120720542376036] Predicted: 2.975124829270155 Movie Vector: [1.9408039202458656, -0.53768706427563] User Vector: [1.9796146114553321, 0.3694810645622921] Predicted: 3.643378609578571 Movie Vector: [2.080336927963846, -0.6612057878782305] User Vector: [2.3880907405671263, -0.8732454965299911] Predicted: 5.545428331474551 Movie Vector: [2.113571926900749, -0.5641089055675226] User Vector: [1.7181250001360246, -0.44058709645474836] Predicted: 3.879919871982108 Movie Vector: [2.314710803161221, -0.31735250843669527] User Vector: [1.8686917010725224, 0.5283099218859281] Predicted: 4.157820389307792 Movie Vector: [1.6462959960303156, -0.2617218632717507]
avg loss: 1.0517731919609576: 35%|███████████████▋ | 24336/70000 [00:45<01:10, 643.85it/s]
User Vector: [1.818482722781889, 0.697082128537482] Predicted: 2.8113191918318625 Movie Vector: [2.1143430365836786, -0.17191585610145124] User Vector: [1.6102258701720633, -0.1274412979627868] Predicted: 3.4264790357671493 Movie Vector: [1.5934660064145225, -0.31007182010179785] User Vector: [1.677632069246188, -0.17427358750159277] Predicted: 2.7272870020869435 Movie Vector: [1.4573528354088947, -0.4072890983122296] User Vector: [1.7368769049311306, -0.704031929008645] Predicted: 2.817987011706559 Movie Vector: [1.5546633762940316, -0.4178877696688039] User Vector: [1.9701599712463826, -0.2979219545608985] Predicted: 3.1874334938640785 Movie Vector: [2.3391373762940986, -0.5178244519385347] User Vector: [2.264054049491814, -0.0594186826336193] Predicted: 5.326701895885975 Movie Vector: [1.6859822116020564, 1.3246011660556196] User Vector: [2.016206067535072, -0.31029897506157067] Predicted: 2.988265180595846 Movie Vector: [2.0715485257546717, -0.49078719717306635] User Vector: [1.9359293763408907, -0.6416401104177664] Predicted: 4.325280396909886 Movie Vector: [1.8382490430789897, -0.30779189844793475] User Vector: [1.2803706684708698, -0.1452598539429225] Predicted: 2.398349962316345 Movie Vector: [1.696525279808902, 0.17550100647246936] User Vector: [1.6382629519415541, -0.26330572846341127] Predicted: 2.733144092587908 Movie Vector: [1.6130520161229276, 0.08368112526494784] User Vector: [1.9052171805589757, 0.24476459538574447] Predicted: 3.093696591019594 Movie Vector: [2.2579904551615946, -0.28753871403927217] User Vector: [2.0640708942307997, 0.07441994225563854] Predicted: 4.639253763454939 Movie Vector: [1.3456730214214687, 0.7112048596794103] User Vector: [1.6094744009238175, -0.4510791566817241] Predicted: 1.8450165916595296 Movie Vector: [1.8731055389763476, 0.47323806024382875] User Vector: [2.4309213624374113, 0.07450704619880806] Predicted: 4.588631838815066 Movie Vector: [1.6426277445321404, 0.299240795642213] User Vector: [1.7127748027198781, -0.7008176376424804] Predicted: 2.603738183595003 Movie Vector: [1.191526167173087, 0.6680186988317512] User Vector: [1.6766267147599778, -0.7074028074340366] Predicted: 1.525186300245948 Movie Vector: [1.6363014333610613, -0.5190865054654633] User Vector: [1.9215822397439395, -0.3643005914389889] Predicted: 3.333391294163233 Movie Vector: [1.8597977352997366, -0.16224846497722137] User Vector: [2.319447554256166, 0.3066119420703717] Predicted: 4.263955991607529 Movie Vector: [1.866327756050054, -0.3109774679439567] User Vector: [1.8633656872197855, -0.5090736595717406] Predicted: 3.6359615393801525 Movie Vector: [2.1734290957698286, -0.34241744357965254] User Vector: [2.3849035654603274, -0.1451994534566181] Predicted: 5.233137625438458 Movie Vector: [1.9488282418194287, -0.004357755149654807] User Vector: [2.161382372212903, -0.5558944745533407] Predicted: 4.214585460348327 Movie Vector: [2.2955100924432306, -0.3305429740572799] User Vector: [1.9096587528427145, -0.07466020135632984] Predicted: 4.408319345273041 Movie Vector: [1.6547724473865557, -0.3840625834043126] User Vector: [1.7634605340042864, -0.13145920224845184] Predicted: 2.968614464551686 Movie Vector: [1.7445392871340526, -0.43144326588081944] User Vector: [1.8881303670069656, -0.5132000823770035] Predicted: 3.515334324065529 Movie Vector: [1.9356868716454312, -0.41394109677295027] User Vector: [2.2401824275006317, 1.0123957582933945] Predicted: 3.917219504447515 Movie Vector: [1.7168283781127824, -0.38497145706781] User Vector: [1.9615040790353906, -0.3004178307305418] Predicted: 3.4832181566974243 Movie Vector: [1.9790967345951467, -0.046507288012862594] User Vector: [2.070131679426123, 0.4169380348309451] Predicted: 4.077600189664808 Movie Vector: [2.1806790156743223, -0.41190508762122147] User Vector: [1.9410370614758903, 0.5343007213737874] Predicted: 4.012697603153072 Movie Vector: [1.4597233852890614, -0.6494357604417678] User Vector: [1.410781994428902, -0.4703004380313557] Predicted: 2.3647813914216003 Movie Vector: [1.6226914481085557, -1.991046591052104] User Vector: [1.7844274018148876, -0.31063533215974076] Predicted: 3.5140645038525773 Movie Vector: [1.1246308212166056, 0.2914991384009951] User Vector: [1.8675695586758707, -0.24933522580567935] Predicted: 2.027645282957405 Movie Vector: [2.148905409984859, 0.15187233437707404] User Vector: [1.8945230490611473, -0.20084972647938765] Predicted: 4.040647312649089 Movie Vector: [0.8066685935892163, -0.12040890481694219] User Vector: [2.213933003384072, -0.2435573078050513] Predicted: 1.815236690833548 Movie Vector: [1.7815193853959375, -0.5263549757104103] User Vector: [1.865690043467967, 0.2311088778227144] Predicted: 3.2021176718055373 Movie Vector: [1.7382677590660314, -0.9397014500687074] User Vector: [2.072377081887599, -0.5159751198731812] Predicted: 4.087208834416762 Movie Vector: [2.508310160653838, -0.12717056081142022] User Vector: [2.032861136715748, -0.2806764662815339] Predicted: 5.1347400280460125 Movie Vector: [1.366324824678875, -0.8295335908842155] User Vector: [1.0933401213916132, -0.35380355899076504] Predicted: 1.7873496864320004 Movie Vector: [1.9754970944899566, -0.7066400145982031] User Vector: [1.4689082758724337, -0.6845912677869812] Predicted: 3.385583614521039 Movie Vector: [2.242679305936087, -0.21605845995381173] User Vector: [1.8646921138167076, -0.4164176772808651] Predicted: 4.271876977649796 Movie Vector: [1.3918331587611026, -0.0636400327098844] User Vector: [2.0600007644295, -0.5874716456818532] Predicted: 2.90456408575352 Movie Vector: [1.78513813736313, 0.5739330296707695] User Vector: [1.8510455825666112, 0.14655864223338144] Predicted: 3.3884869089986496 Movie Vector: [2.2781160134439493, 0.05459669200521216] User Vector: [1.9454550270638222, 0.31327358717862935] Predicted: 4.449075952141685 Movie Vector: [2.0247621066809525, -0.5866525492277983] User Vector: [1.7074497371324249, -0.19585911172091636] Predicted: 3.5720807739886546 Movie Vector: [1.5714625101926096, -0.14190597085558349] User Vector: [2.0456121261962714, -0.3627993122984073] Predicted: 3.2660861553502776 Movie Vector: [2.186300354000311, -0.36813157250775] User Vector: [1.9078873528292764, -0.3967332050005177] Predicted: 4.317264813506243 Movie Vector: [1.652429698453556, -0.28575092132205715] User Vector: [1.8090485962417318, -0.2849948589276848] Predicted: 3.0707631698861895 Movie Vector: [1.5166568797193423, -0.43917364092617023] User Vector: [1.9626409359839614, -0.3874417398342359] Predicted: 3.146807077508656 Movie Vector: [1.9011620170027768, 0.20485835976168357] User Vector: [2.132565403865416, -0.45530249552807267] Predicted: 3.9610798221738333 Movie Vector: [1.2522629011274182, 0.02585008731243329] User Vector: [2.3003228097764863, -0.4372245083635971] Predicted: 2.869306623583942 Movie Vector: [1.8880304954571072, 0.1662449637029798] User Vector: [1.8252610833416976, 0.47911362631455545] Predicted: 3.5257988149364676 Movie Vector: [2.0770431298297076, 0.15949088476657708] User Vector: [1.986829361618975, -0.2640443466417172] Predicted: 4.0846176092311355 Movie Vector: [2.498326222562189, -0.1257920817739072] User Vector: [1.925699018885501, -0.3565188132493041] Predicted: 4.855871599354121 Movie Vector: [1.6826229973772429, -0.7650436833453172] User Vector: [1.7238989225663035, -0.7407285898265106] Predicted: 3.467361700983969 Movie Vector: [2.119300897525242, -0.23896741036986] User Vector: [1.756295426652286, -0.018564757279950956] Predicted: 3.7265548459950026 Movie Vector: [2.269794621745203, -0.44447874609041027] User Vector: [1.0541281072496833, -0.3299968606790347] Predicted: 2.5393308993141708 Movie Vector: [1.2297083754462, -0.42398161178197896] User Vector: [1.6765810383819797, -0.04723171319380101] Predicted: 2.081731122899739 Movie Vector: [1.8505769351467807, -0.1179509191636695] User Vector: [2.0549908255894325, 1.1313513283574494] Predicted: 3.6694746946972447 Movie Vector: [1.4306960446434727, 0.15353781899750957] User Vector: [1.9448583696715789, -0.40539084687405635] Predicted: 2.7202583504102846 Movie Vector: [1.285825052679941, -0.4255624997580538] User Vector: [1.886726299923303, -0.062032957833194374] Predicted: 2.4523988445943914 Movie Vector: [2.2638991354075184, -0.4447163650747819] User Vector: [1.823176069693039, -0.3573622558191102] Predicted: 4.286411571296547 Movie Vector: [1.1593094007829312, -0.1446036000280414] User Vector: [1.974973032409238, -0.09993076614876391] Predicted: 2.304055151303474 Movie Vector: [1.3967856067052213, -0.20188637764761672] User Vector: [1.7261001781599057, -0.10783490620752058] Predicted: 2.4327622831832816 Movie Vector: [1.8567511047933227, -0.46373566300784] User Vector: [1.5563977091720957, -0.20188361509524047]
avg loss: 1.0518297009275102: 35%|███████████████▋ | 24401/70000 [00:45<01:14, 613.76it/s]
Predicted: 2.9834637980996965 Movie Vector: [2.045514488640211, -0.3725484595260692] User Vector: [1.8720598611996266, -0.5987702522764262] Predicted: 4.052396504781236 Movie Vector: [1.6459583689688697, -0.4616276308607741] User Vector: [1.777364822170057, -0.11405434477222402] Predicted: 2.978119140728252 Movie Vector: [1.8512329128836373, -0.15802827682868478] User Vector: [1.9246526700411108, -0.9205574335735607] Predicted: 3.708454473598942 Movie Vector: [1.999419701860663, -0.37035950334840745] User Vector: [1.7534402496137433, -0.2440722719220709] Predicted: 3.596257466523373 Movie Vector: [1.6780311372508239, -0.40186327591758275] User Vector: [2.364615006655312, -0.33912401086342164] Predicted: 4.104179094726062 Movie Vector: [1.5478463732339955, -1.2734621549540843] User Vector: [1.788157312527303, -0.2376221388558031] Predicted: 3.070395611979344 Movie Vector: [1.0992365951867327, -0.6055198842750937] User Vector: [1.815602338945961, -0.3468920615910853] Predicted: 2.205826574266609 Movie Vector: [2.006480568548299, -0.5097204704478587] User Vector: [2.2219653575507485, 0.23078822024952167] Predicted: 4.34069283371364 Movie Vector: [1.0603204633444865, -1.08055527422564] User Vector: [1.4804704741590469, -0.5682589835888976] Predicted: 2.1838083809712368 Movie Vector: [1.7552421354628795, -0.41293658101069286] User Vector: [1.9242130113506037, -0.42215188699252715] Predicted: 3.5517817120103983 Movie Vector: [2.236799188843089, -0.8425205115506645] User Vector: [2.026274386215462, 0.578259107900914] Predicted: 4.045173744062765 Movie Vector: [1.5843649456273672, -0.6256431867257496] User Vector: [2.0321277062848755, -0.04774913240274452] Predicted: 3.249505822235746 Movie Vector: [1.8531302831734415, 0.10563325088722719] User Vector: [2.1394174799294543, -0.24982910899314967] Predicted: 3.938229059458674 Movie Vector: [1.9053677760808114, -0.6107488017167132] User Vector: [1.7462179522971062, -0.30050814871990705] Predicted: 3.510722408057517 Movie Vector: [1.5929186110066538, -0.09888568649371714] User Vector: [2.0118028553858487, -0.9279969045982395] Predicted: 3.2964038209956876 Movie Vector: [1.421908908415715, -0.9802811348672377] User Vector: [2.004842829874634, 0.3624917512384297] Predicted: 2.4953600544880934 Movie Vector: [1.9543878228960483, -0.318125658889047] User Vector: [1.5773580675684429, -0.12476883832638604] Predicted: 3.1224615685040096 Movie Vector: [1.9557835275836033, 1.0092973226850668] User Vector: [1.8444136942531761, -0.4130680421584389] Predicted: 3.1903654522327076 Movie Vector: [1.8928688558251856, -0.9810852870604624] User Vector: [1.830671170969584, -0.5926216674463078] Predicted: 4.04663284351016 Movie Vector: [2.0492643773908146, -0.11009726978785198] User Vector: [1.9554073331095423, -0.3323124748931843] Predicted: 4.043733287232343 Movie Vector: [2.064889155436329, 0.26555509830326696] User Vector: [2.2045598247848788, -0.44754478795257363] Predicted: 4.433323874549049 Movie Vector: [1.7626748077030818, -0.3594228317498055] User Vector: [2.3519332894341205, -0.4361591287183283] Predicted: 4.302459107821234 Movie Vector: [1.3087467795320726, 0.17895721026533104] User Vector: [1.9732519090636278, -0.07181472852517412] Predicted: 2.56963531771971 Movie Vector: [2.104168794946849, -0.19787136303023278] User Vector: [1.5564599518789368, -0.4210744818468935] Predicted: 3.358373042988427 Movie Vector: [2.196978560554903, -0.13121131836260294] User Vector: [1.4262733554981082, 0.033125936766831204] Predicted: 3.129145485684873 Movie Vector: [1.6180365959921925, -1.3133281685901799] User Vector: [1.972437597022168, 0.15230131211560685] Predicted: 2.9914546119780976 Movie Vector: [1.7343175069059766, -1.071231228368439] User Vector: [2.146554920874342, 0.059630522443353234] Predicted: 3.6589297010023 Movie Vector: [2.2172461699438077, 0.09471567069296889] User Vector: [1.6961054735800543, -0.3825088567060229] Predicted: 3.7244537822071915 Movie Vector: [1.8238899585273083, -0.10526879892298872] User Vector: [1.8157170036048418, 0.006334183995634887] Predicted: 3.3110012184607855 Movie Vector: [1.647375919293911, -0.46171859573837687] User Vector: [2.0670013292927094, -0.41064412905293857] Predicted: 3.594730245639845 Movie Vector: [1.7332121173021064, -0.7669110083841713] User Vector: [2.051123950674606, -0.5095895647664126] Predicted: 3.945842732374856 Movie Vector: [1.3259800597219333, -0.333997054531791] User Vector: [1.7968420669835714, -0.23817337486796067] Predicted: 2.462125956963553 Movie Vector: [2.000021296024554, -0.38514090655265804] User Vector: [1.6348033975778946, -0.6815899179681746] Predicted: 3.5321497688724994 Movie Vector: [1.7295481414168117, -0.647730504539888] User Vector: [2.064748638363265, -0.49235265970245573] Predicted: 3.8899940066547054 Movie Vector: [1.9155140036144644, -0.45302732649989313] User Vector: [1.8632755651341681, -0.7715659162215276] Predicted: 3.9186708818514338 Movie Vector: [2.275806338548983, -0.1309324401812363] User Vector: [1.918689374114124, -0.2886051994080461] Predicted: 4.404353222322992 Movie Vector: [1.368916245554156, -0.3157200226047352] User Vector: [1.8278209095127576, -0.7531225512803178] Predicted: 2.7399096059099444 Movie Vector: [1.8232423371480586, -0.6888246273053108] User Vector: [2.1066851357311953, -0.5167515190334603] Predicted: 4.196948703013296 Movie Vector: [1.676541451084783, -1.1036153147829215] User Vector: [1.7609536515676896, -0.383743646622333] Predicted: 3.375817155655394 Movie Vector: [1.905611835612921, 0.03416414365668159] User Vector: [2.141092771437194, 0.08348418631035417] Predicted: 4.082943892130157 Movie Vector: [1.9569236823499911, 0.20219569947455385] User Vector: [2.2313318507497972, 0.007266584256623042] Predicted: 4.368015414000673 Movie Vector: [2.4213482555406483, 0.6698828184085435] User Vector: [1.70390659342277, 0.3138087352258447] Predicted: 4.335966337582741 Movie Vector: [1.5084599725715346, -0.2455118453369467] User Vector: [2.133794954130866, -1.2502273590290263] Predicted: 3.5256899039874785 Movie Vector: [1.8593065153340331, -0.30443558748359756] User Vector: [2.055368182705435, 0.08586728342643905] Predicted: 3.795418396638938 Movie Vector: [2.0783994628322464, -0.30231493603584253] User Vector: [1.974339136422736, -0.9574580610571971] Predicted: 4.392919273075204 Movie Vector: [2.000475367201826, -0.311792810994344] User Vector: [1.771552850831394, -0.2969615307594418] Predicted: 3.6365383102170443 Movie Vector: [1.2262983800959906, -0.6459183274467624] User Vector: [1.9526086739729747, -0.5167580976052133] Predicted: 2.728264379954169 Movie Vector: [1.8462045056351046, -0.29971957665158994] User Vector: [1.8992781172419402, -0.7116100918433405] Predicted: 3.7197392929745132 Movie Vector: [1.6388589847683752, -0.41550812363657863] User Vector: [1.8128629758519, 0.10843065746752535] Predicted: 2.925972957099808 Movie Vector: [2.132250786261524, 0.06789989230736788] User Vector: [1.7223287527295514, -0.15165561773206113] Predicted: 3.6621394370966014 Movie Vector: [1.5571831299157428, -0.008631513643272703] User Vector: [1.075229552702192, -0.1593112477152581] Predicted: 1.6757044174628843 Movie Vector: [1.724509027748859, -0.3787203280650906] User Vector: [2.099731835752183, -0.6158834949442346] Predicted: 3.854254105861479 Movie Vector: [1.8762257491022492, -0.610873792414488] User Vector: [2.0271392965071486, -0.48669894075530323] Predicted: 4.100682572827038 Movie Vector: [1.9418394679805058, -0.2013652067190702] User Vector: [1.7485330737669622, -0.20818320326717424] Predicted: 3.4372913874712894 Movie Vector: [2.2407839038234547, -0.14131416233065047] User Vector: [1.8343240890916452, 0.11426567054938469] Predicted: 4.094176535715342 Movie Vector: [2.032744957835411, -0.6897089814211178] User Vector: [2.186454833616243, 0.27501783424683846] Predicted: 4.2548227682372515 Movie Vector: [1.6885702109524947, -0.24162632586443625] User Vector: [1.9913697858831274, -0.48314956569306244] Predicted: 3.4793093538345095 Movie Vector: [1.8784962987460612, -0.3056547007611367] User Vector: [1.6221375808182774, -0.40229916070083765] Predicted: 3.170144071204495 Movie Vector: [1.6275807750782127, 0.018306751439344147] User Vector: [2.0668515423640654, -0.5129880325987407] Predicted: 3.354576690888362 Movie Vector: [1.6111060434176065, -1.800991499778331] User Vector: [1.4793228124793667, -0.4434401241415129] Predicted: 3.181977817590551 Movie Vector: [2.0373666968544244, 0.18111968320261998] User Vector: [1.8525652532039676, 0.23498663448213816] Predicted: 3.816915455421703 Movie Vector: [1.6500811006029399, -0.8491178828918885] User Vector: [1.9392214846365035, -0.2766424615821526] Predicted:
avg loss: 1.0512719787828677: 35%|███████████████▋ | 24466/70000 [00:45<01:13, 622.55it/s]
3.4347747829785065 Movie Vector: [2.072074877075246, -0.22855652513291375] User Vector: [2.1140990826232513, -0.6658799442335012] Predicted: 4.532762802961171 Movie Vector: [1.1739164077898194, 1.004792656891343] User Vector: [2.3325004439719415, -0.43219662337448994] Predicted: 2.3038925488557798 Movie Vector: [2.0504858874041574, -0.44266804485221894] User Vector: [2.065246760393598, -0.7832849167293958] Predicted: 4.581494538845063 Movie Vector: [2.0118714375871947, -0.7033600208222213] User Vector: [1.9545251260926988, -0.385091669870046] Predicted: 4.20311136017067 Movie Vector: [1.5174005392680239, -0.46922484799921704] User Vector: [1.7224431592498368, -0.5289580134413425] Predicted: 2.861836422159203 Movie Vector: [1.7260538973037287, 0.02726379497196342] User Vector: [2.068661440827443, -0.2513616577385472] Predicted: 3.563768069441758 Movie Vector: [1.956804244480486, 0.10387244588320693] User Vector: [1.7482417624727056, -0.22684897406890725] Predicted: 3.3974035434020027 Movie Vector: [1.597164517237928, 0.9435049480588312] User Vector: [1.682367736748029, -0.4329145704690584] Predicted: 2.2785610147555113 Movie Vector: [2.4147132765566957, 0.09333783376661486] User Vector: [2.0592525190594713, 0.171987884239503] Predicted: 4.988557374104744 Movie Vector: [2.1783625690185118, -0.16693012028221035] User Vector: [1.8165847906070673, 0.035908869380015425] Predicted: 3.951186039421962 Movie Vector: [1.4960111771977376, -0.592684635786323] User Vector: [2.329345746412649, -0.30700614261336795] Predicted: 3.6666850960102977 Movie Vector: [1.3503562367366309, -0.5072782684052884] User Vector: [1.7996660387013865, -0.7215797246115666] Predicted: 2.7962319726208444 Movie Vector: [2.090398785973325, -0.05920396951988893] User Vector: [2.0114579109603956, 0.08111982423111795] Predicted: 4.199946559506813 Movie Vector: [1.9424462839937486, -0.4108863453803918] User Vector: [2.109829973199829, -0.8512365891483824] Predicted: 4.4479928824698876 Movie Vector: [1.7589469668461581, 0.023266980256362965] User Vector: [1.8788542626626559, 0.08833833554464698] Predicted: 3.306860372765451 Movie Vector: [1.887539442307311, -0.2955189218040787] User Vector: [1.9499696776205249, -0.1579783063758043] Predicted: 3.727330256580625 Movie Vector: [1.7677744939741094, -0.5280575985246422] User Vector: [1.8329370465715698, -1.4104176549793355] Predicted: 3.9850011197946005 Movie Vector: [0.8534062230828445, -1.287728089890752] User Vector: [1.0936363510951848, -0.15941327716086778] Predicted: 1.1385970227158346 Movie Vector: [1.4632918173649836, -0.45260819397845536] User Vector: [1.784110667293813, -0.6471428718194493] Predicted: 2.903576707184849 Movie Vector: [1.325717937111687, -0.5488432830064878] User Vector: [2.0561313349495243, -0.2587228235188607] Predicted: 2.867848475648782 Movie Vector: [2.0717597138835937, -0.3719856702548475] User Vector: [1.8375670434376312, -0.20082119201473034] Predicted: 3.881699977867245 Movie Vector: [1.5987329081689703, -0.9454973034733626] User Vector: [2.3980636419951433, -0.8615662151720179] Predicted: 4.648471793550062 Movie Vector: [1.4605612588157322, -0.17264252347484582] User Vector: [1.7410593676578732, 0.04169645869897541] Predicted: 2.53572527984955 Movie Vector: [1.6994683532747994, -0.329375277524881] User Vector: [1.9350266134278895, -0.49778371148407363] Predicted: 3.4524741403826393 Movie Vector: [1.6436179808725715, -0.11860591658991589] User Vector: [1.7841674852995408, -1.7371771146039792] Predicted: 3.138529243683155 Movie Vector: [1.463497229437232, -1.2138067935095582] User Vector: [1.8130116403317684, -0.20661048628974235] Predicted: 2.904122724431797 Movie Vector: [1.5247930055806922, -0.8950531929240234] User Vector: [1.405969504880675, -1.3314537078376587] Predicted: 3.3355343595324287 Movie Vector: [1.790134678371473, 0.33139147350545806] User Vector: [1.9910391637851264, -0.6833551705340453] Predicted: 3.337770176196643 Movie Vector: [1.7323730092769458, -0.28544778351645733] User Vector: [1.685202097616961, -1.4840781919477928] Predicted: 3.343025459545125 Movie Vector: [1.8122887843313036, 0.2931538381425756] User Vector: [2.197048372628095, 0.2371180584129214] Predicted: 4.051198193263903 Movie Vector: [2.1368060272813723, -0.2391524467140564] User Vector: [1.5120152035870895, -0.6004057023742523] Predicted: 3.374471693109838 Movie Vector: [0.3844190422786257, -0.9058288710839822] User Vector: [1.739410424568379, -0.8096015935413986] Predicted: 1.4020229870474321 Movie Vector: [2.14057042704135, 0.261221586130102] User Vector: [2.1370008787333794, 0.19283314035205357] Predicted: 4.624773062359263 Movie Vector: [2.0654048571954635, -0.26729279142067774] User Vector: [2.0234174538170535, -0.4877354337873658] Predicted: 4.30954440281962 Movie Vector: [1.8414727347637279, 0.761122776547527] User Vector: [1.4642164067284422, -0.1392250668386087] Predicted: 2.5903472213469265 Movie Vector: [2.1195346245169695, -0.6084908459776557] User Vector: [1.9692575728338464, -0.8309160491786716] Predicted: 4.679514419914726 Movie Vector: [2.184195084320082, -0.038579123392890324] User Vector: [1.8139413193617848, -0.6870238482620471] Predicted: 3.988506490811054 Movie Vector: [2.006328268201703, -0.4487487468464175] User Vector: [1.986876066187324, -0.6537102998456812] Predicted: 4.279677294861371 Movie Vector: [1.977133806283551, -0.2272487167396693] User Vector: [1.78156411135195, 0.027617311180747554] Predicted: 3.516114634089828 Movie Vector: [2.0321642532236477, -0.295361164464046] User Vector: [1.7248718901223314, -0.4457993992330305] Predicted: 3.636894826171749 Movie Vector: [2.303961054754587, -0.32039163936329096] User Vector: [2.018339492928942, 0.8214989380419473] Predicted: 4.386974195486942 Movie Vector: [2.2098959527340716, -0.2892727582058141] User Vector: [1.7515535767818007, -0.18865793978395554] Predicted: 3.9253247629257197 Movie Vector: [2.167626042775189, -0.1458713897575543] User Vector: [2.0011456559048355, -0.3210699619636463] Predicted: 4.3845703606868005 Movie Vector: [1.9861102302566143, 0.1919899586719898] User Vector: [2.146139339225685, -0.5558603897612225] Predicted: 4.1557496839346495 Movie Vector: [1.8977184956598858, -0.9492109783795691] User Vector: [2.1729744512022346, -0.3800640911407495] Predicted: 4.4844548144415235 Movie Vector: [1.5743488954253655, -0.3981467399293342] User Vector: [1.9522309062787735, 0.30882658234694904] Predicted: 2.9505342739502916 Movie Vector: [1.8460481204540604, -0.09397201722422364] User Vector: [1.7153520521447627, -0.39737167296415854] Predicted: 3.203964249475061 Movie Vector: [1.5653010646706023, -0.303582875113312] User Vector: [1.7851643021409302, 0.2549901339910556] Predicted: 2.7169089447506174 Movie Vector: [1.7206956105501137, -1.3386388511651528] User Vector: [2.1037584329973398, -0.15878810940641802] Predicted: 3.832487833670802 Movie Vector: [1.6124135750321742, -0.9413227133803873] User Vector: [2.075374052324844, -0.30323044781903064] Predicted: 3.6317990031586724 Movie Vector: [2.1910989693188925, -0.23609599662285025] User Vector: [1.8425905819273602, -0.6652311903846191] Predicted: 4.194356745816199 Movie Vector: [1.9860735819031872, -0.442084668860471] User Vector: [2.0600868897686544, 0.12259791316812492] Predicted: 4.0372854903487125 Movie Vector: [1.8751052311887038, 0.18628208751250047] User Vector: [2.1587413846033536, -0.3354949968012789] Predicted: 3.985370554699152 Movie Vector: [1.716605725885134, -1.1123460448038274] User Vector: [1.7016276131282428, -0.3966730382940417] Predicted: 3.3622613892468896 Movie Vector: [1.6186579955590878, -0.050215890280659585] User Vector: [1.8013161256560124, 0.25185756279967053] Predicted: 2.9030674975827204 Movie Vector: [1.7646748314290195, -0.2364744418743507] User Vector: [1.7106826655231655, -0.4744454362595067] Predicted: 3.1309928641499374 Movie Vector: [1.939939034780307, -0.42497749667201007] User Vector: [1.850320429634216, -0.2471436800343143] Predicted: 3.694539330758175 Movie Vector: [1.8969462310277574, -0.9339535948903462] User Vector: [1.9316027269443907, -0.468705115531893] Predicted: 4.101895340314607 Movie Vector: [1.327575208373812, -0.5273376762634552] User Vector: [1.5513718348289718, -0.5966530742944167] Predicted: 2.3742004326221995 Movie Vector: [1.8685822197867252, -0.3938299585540107] User Vector: [1.976875527045093, -0.5513499691603682] Predicted: 3.911092596071155 Movie Vector: [1.3676457479746347, -0.836881971858824] User Vector: [2.4183409221597207, -0.6890039147843008] Predicted: 3.884048634167934 Movie Vector: [1.1068872427266303, -0.5920957549435217] User Vector: [1.9962229757109389, 0.08155130584515187] Predicted: 2.161307563451215
avg loss: 1.0513451137692134: 35%|███████████████▊ | 24529/70000 [00:45<01:18, 579.40it/s]
Movie Vector: [2.0583639753333687, -0.43778259237007683] User Vector: [1.8034996826412384, -0.6740695918037083] Predicted: 4.007354709611555 Movie Vector: [1.648294109446458, -0.44367431721776807] User Vector: [2.148913273348853, -0.8595038933698509] Predicted: 3.923380893209103 Movie Vector: [2.20172511271005, 0.3607632239879047] User Vector: [2.0512329864713785, -0.6235927995541123] Predicted: 4.291281829510483 Movie Vector: [1.758745237082266, -0.3434377831397839] User Vector: [1.9827114624888031, -0.5178264041856309] Predicted: 3.6649254934653555 Movie Vector: [1.8878986800161945, -0.7977019748603978] User Vector: [1.8066554836050916, -0.3286641419962736] Predicted: 3.672958537878298 Movie Vector: [1.1830030743045237, -1.2935558605265667] User Vector: [2.4675836821175356, -0.46136179847074593] Predicted: 3.5159563402836316 Movie Vector: [2.3366952441894986, -0.3321531526913893] User Vector: [1.1749751250205815, -0.3536615263774118] Predicted: 2.863028577648461 Movie Vector: [1.9319226869374477, -9.748675201282433e-06] User Vector: [1.5575168557984211, -0.20216312924305607] Predicted: 3.009004119827136 Movie Vector: [1.2902214308379356, -0.3603248686692438] User Vector: [1.2264711066734275, -0.9578391897245843] Predicted: 1.9275525863773417 Movie Vector: [2.1170098986878596, -0.196348622622663] User Vector: [1.8697828645413779, 0.06056562295730175] Predicted: 3.9464568559850886 Movie Vector: [1.3100151973067615, -0.5676895325154633] User Vector: [1.6502992611503404, -0.19420183390101026] Predicted: 2.272163460511976 Movie Vector: [2.066232768819991, -0.33589103793747344] User Vector: [1.7098916949871021, -0.25494239663061535] Predicted: 3.618667117534032 Movie Vector: [2.2103279908710785, -0.23867974367549416] User Vector: [1.7183747394458437, -0.38155756474714597] Predicted: 3.8892418471542394 Movie Vector: [1.8008272158688112, -0.021393942572066837] User Vector: [1.7348959944495306, 0.17791844345675023] Predicted: 3.1204415465446753 Movie Vector: [2.2231174259788498, -0.24845752826177633] User Vector: [1.9327440929174458, -0.3554335313387914] Predicted: 4.385027209580249 Movie Vector: [1.6724764302951767, -0.11010178690823011] User Vector: [1.825457448663143, 0.02466992990262368] Predicted: 3.0503183540306944 Movie Vector: [1.4389138398456967, -0.9023229474439189] User Vector: [1.6843243303157434, -0.2634265743991977] Predicted: 2.6612934327270965 Movie Vector: [1.2559741266970328, -0.9159945723339182] User Vector: [2.077339626924273, 0.0008527003988219577] Predicted: 2.608303754842206 Movie Vector: [1.8993418154012056, -0.5906427320108797] User Vector: [1.9373393746560865, -0.095089220104921] Predicted: 3.7358334416550822 Movie Vector: [2.116328419784489, -0.27956768103502927] User Vector: [1.8465005455068564, -0.20242520754446303] Predicted: 3.9643931274599624 Movie Vector: [1.6588024572175881, -0.25692773986564066] User Vector: [2.2050813597655905, 0.004554298420453757] Predicted: 3.656624252344021 Movie Vector: [2.3259178660639597, -0.4620482372262019] User Vector: [1.9937009972298694, -0.4992789408839024] Predicted: 4.867875723566058 Movie Vector: [2.3490604280323284, -0.3020354176355687] User Vector: [1.777418659475466, -0.020946563588007224] Predicted: 4.181590441101419 Movie Vector: [1.1228191244411185, -1.1182193880780804] User Vector: [1.6232378354956978, -0.3775531155390533] Predicted: 2.2447896990360285 Movie Vector: [1.4452757102643328, -0.25736875058937975] User Vector: [1.8567552373639653, -0.0068039488917116765] Predicted: 2.685274368293559 Movie Vector: [1.8993688772564818, -0.5046938513647825] User Vector: [2.2585248215691873, -0.16076115213963238] Predicted: 4.3709069196229535 Movie Vector: [1.8789158985817662, -0.0066012561311459585] User Vector: [1.748288279489046, -0.29342471051956065] Predicted: 3.2868236153054777 Movie Vector: [1.0912840744124253, -0.48938622037990365] User Vector: [1.01629624589436, -0.3311058721480594] Predicted: 1.2711065593457798 Movie Vector: [1.8341601925508046, 0.029532630987551614] User Vector: [1.8073554498027, -0.3423492221500379] Predicted: 3.3048689465712338 Movie Vector: [1.8167936949930021, 0.5926523354416663] User Vector: [1.9721034130215176, -0.7329115481090631] Predicted: 3.14854330599267 Movie Vector: [1.3933674357027739, -0.6445700623978136] User Vector: [2.0974720601708574, -0.3166684303006635] Predicted: 3.1266642558167983 Movie Vector: [2.1780454986221747, -0.2313832970490006] User Vector: [2.0656758223223375, -0.015502879397077451] Predicted: 4.502723033770475 Movie Vector: [2.084333560069465, 0.3071784123740961] User Vector: [1.0893250610717138, -0.15290785322942024] Predicted: 2.223546791021948 Movie Vector: [2.2565327676639364, -0.450903539643] User Vector: [1.9246076502652762, 0.045161483471831756] Predicted: 4.3225767549673115 Movie Vector: [2.175278017284331, 0.06522404658199] User Vector: [1.7990974251704999, -0.4088525114729076] Predicted: 3.8868700646727574 Movie Vector: [2.0276739990407964, -0.3301419807267416] User Vector: [1.7906929086302463, -0.8783433731617509] Predicted: 3.920919472070115 Movie Vector: [1.287042286392791, 0.35132482763873857] User Vector: [1.5130949911995737, -0.0020632168782667142] Predicted: 1.946692377688841 Movie Vector: [1.8247916297064422, -0.4139348646716279] User Vector: [1.7657761735184112, 0.0387748614634982] Predicted: 3.206123314338913 Movie Vector: [1.6762048622800185, 0.006238359337009863] User Vector: [1.907951710198375, -0.5370605306582455] Predicted: 3.1947675570540213 Movie Vector: [1.7532139411182097, 0.20021016723037752] User Vector: [2.2066643888353608, -0.9982435953090452] Predicted: 3.6688962527217712 Movie Vector: [1.5423702969238555, -0.834139015850401] User Vector: [1.8556467945479362, -0.28262735335191963] Predicted: 3.097844999870075
avg loss: 1.0516756710372668: 35%|███████████████▊ | 24588/70000 [00:45<01:20, 564.00it/s]
Movie Vector: [2.3038992230513395, 0.2072091879957205] User Vector: [1.8470150267759686, -0.055794800591762235] Predicted: 4.243775289828301 Movie Vector: [1.4710123977313603, -0.5999972200747858] User Vector: [2.2991763806451186, -0.10131930579285973] Predicted: 3.4429082623157097 Movie Vector: [2.1403990458267312, -0.9620817148530602] User Vector: [1.2520682370049776, -1.1216384952660954] Predicted: 3.7590335467662226 Movie Vector: [2.2125165633045016, -0.15307376289633404] User Vector: [1.727298131212575, -0.3825211470156581] Predicted: 3.880229676433843 Movie Vector: [1.2332857186768929, -0.4578621053912853] User Vector: [2.367714496844487, -0.7914219986441099] Predicted: 3.282430617414722 Movie Vector: [2.2464469018960136, -0.5920176515202511] User Vector: [1.8323680061004866, -0.16851574015353635] Predicted: 4.216081723167707 Movie Vector: [1.4791875076131336, -0.2298087911939347] User Vector: [2.021403393641019, 0.08859532556665638] Predicted: 2.969674663046683 Movie Vector: [2.1135840600696802, -0.2798872492639353] User Vector: [2.0319190160034992, 0.10402142570920936] Predicted: 4.265517372871202 Movie Vector: [1.2132394817718817, -2.5758654448085183] User Vector: [1.7852230784018661, -0.151772884247462] Predicted: 2.556849650479444 Movie Vector: [2.0264936837446013, -0.2757659054160373] User Vector: [1.8719197911490335, -0.2518753970737214] Predicted: 3.862892280166088 Movie Vector: [2.1161853888065485, 0.20402959005978996] User Vector: [1.748186154214889, -0.20762783528124085] Predicted: 3.6571237743460268 Movie Vector: [1.5545496753264367, -1.1908059587565836] User Vector: [2.539401070209862, 0.34385611831175333] Predicted: 3.5381591945778026 Movie Vector: [1.5853429157449928, -0.5757608427395422] User Vector: [1.4475004982673916, -0.5693187856299811] Predicted: 2.622576124267327 Movie Vector: [1.8332953409513613, -0.09101775875605997] User Vector: [1.8690986757951749, -0.3480993649134962] Predicted: 3.458293118132487 Movie Vector: [1.081166586170817, -0.4995466431753666] User Vector: [1.7484653836909647, -0.10813535865757996] Predicted: 1.9444010053489664 Movie Vector: [2.269100301220258, -0.34368907160588147] User Vector: [1.8962791320442158, -0.3022356036389277] Predicted: 4.406722623740126 Movie Vector: [1.8882711226464508, 0.3013542877819297] User Vector: [1.6559382748144738, -0.24965077125045668] Predicted: 3.0516270948527624 Movie Vector: [1.5211018845915856, -0.9151770722073598] User Vector: [2.097063686627341, -0.1742897716043303] Predicted: 3.349353528729967 Movie Vector: [2.02863544459536, -0.28185721181163276] User Vector: [1.7971312229075507, -0.29359631201590647] Predicted: 3.7284763352822434 Movie Vector: [1.5368176421474211, 0.20851294490523756] User Vector: [1.828212248430666, -0.3527891911115786] Predicted: 2.73606772380884 Movie Vector: [2.528297919752906, 0.01845802220139845] User Vector: [1.7950413972252397, 0.0075275105120781215] Predicted: 4.538538373431076 Movie Vector: [1.5632183808156117, -0.26077794702649854] User Vector: [1.9897148543040553, 0.08503262797890465] Predicted: 3.088184198675349 Movie Vector: [1.9205587731766585, -0.20067120417099754] User Vector: [1.8820473481332374, -0.2532535582512292] Predicted: 3.6654032424860175 Movie Vector: [1.5453503064161733, -0.2671265298065084] User Vector: [1.9754749497199986, -0.2630154200463845] Predicted: 3.1230592153098664 Movie Vector: [2.2157631196838667, -0.12208932720308889] User Vector: [2.1041226411947007, 0.5489365151820037] Predicted: 4.595218057835249 Movie Vector: [1.3577897963414751, -1.2899659604899685] User Vector: [1.8339269562777525, -0.42661616161250204] Predicted: 3.0404076351445255 Movie Vector: [2.0672448374979417, -0.21904306949671443] User Vector: [1.9047033978081755, 0.28100967715631003] Predicted: 3.87593504384114 Movie Vector: [1.4323870424338476, -0.9424723833150843] User Vector: [1.7019203609114069, -0.4595675839211611] Predicted: 2.8709384283363684 Movie Vector: [1.1060361640396792, -0.730577032847293] User Vector: [1.8193578915045474, -0.3705851611853166] Predicted: 2.2830166308110127 Movie Vector: [0.8864106862519173, -0.5943162563890343] User Vector: [1.847493547868749, -0.0299565907159002] Predicted: 1.6554417124607796 Movie Vector: [1.9016228523551353, -0.2223622451956549] User Vector: [1.7961669575161359, -0.24180285389466752] Predicted: 3.4693999585446145 Movie Vector: [2.2224920185339228, 0.19724559753668647] User Vector: [1.8942407098427354, 0.03104936677628386] Predicted: 4.216059209710436 Movie Vector: [1.649876842505412, -0.21279729121167662] User Vector: [2.0497707327881445, -0.3243422088374452] Predicted: 3.4508884079387285 Movie Vector: [1.80207245100607, -0.08520283400036399] User Vector: [1.789950013564558, 0.125728608244387] Predicted: 3.214907174385288 Movie Vector: [1.4485999719784914, -0.6933910735114458] User Vector: [1.679880100862549, -0.5492029714581137] Predicted: 2.8142867049917313 Movie Vector: [1.1484415602497873, -0.503707322316381] User Vector: [1.6421352595629384, -0.8003357152664387] Predicted: 2.2890313397246738 Movie Vector: [1.6894121686707708, -0.46629897635325585] User Vector: [1.6717461205993003, -0.7084590776352958] Predicted: 3.1546219817581225 Movie Vector: [1.3600122416694753, -0.885773804921468] User Vector: [1.766493875161061, -0.44168027961909245] Predicted: 2.7936821168901744 Movie Vector: [1.866557954499756, -0.6940137494068525] User Vector: [2.0381483653629133, 0.20568758613722785] Predicted: 3.661572030957278 Movie Vector: [2.170989888428069, 0.2741749695072737] User Vector: [1.96857944795463, -0.6598962415515236] Predicted: 4.092839044171458 Movie Vector: [2.236046978419591, 0.03893726635023306] User Vector: [1.858270497061841, 0.17645274647011752] Predicted: 4.162050717628938 Movie Vector: [1.733660639070716, -0.36682756827068935] User Vector: [2.048196632057861, -0.3255754315129046] Predicted: 3.670307925906479 Movie Vector: [2.122928876252249, 0.08777381911419346] User Vector: [1.7786775683163927, -0.11442251926854143] Predicted: 3.765962669812135 Movie Vector: [1.9455139155205354, 0.29272431189037873] User Vector: [1.66568156916864, 0.0018251481745968669] Predicted: 3.241140936887177 Movie Vector: [1.9308732622049491, 0.2927082695914373] User Vector: [1.6990037226919863, -0.5453509728557183] Predicted: 3.120932120948024 Movie Vector: [1.3381650550171955, -0.3977674809627187] User Vector: [1.8784693245580362, -0.9197197850784875] Predicted: 2.8795366291475615 Movie Vector: [2.118724938378278, -0.27983040274118437] User Vector: [1.838473872830512, -0.3465789328991198] Predicted: 3.992203765297671 Movie Vector: [1.914659270459831, -1.154885571064558] User Vector: [1.981897292450003, -0.9504635876424783] Predicted: 4.892334707279189 Movie Vector: [1.3857097189175807, -0.9868262402485962] User Vector: [2.3565133464055177, -0.3132968204388209] Predicted: 3.574612970268599 Movie Vector: [2.085082278761461, 0.48074176706470007] User Vector: [2.069796836402517, -0.5225893990979357] Predicted: 4.0644661530478015 Movie Vector: [2.196617270773368, -0.15263045793038957] User Vector: [2.0202537735686557, -0.48445710737666703] Predicted: 4.511667240512511 Movie Vector: [1.7282587504869789, 0.019247467945062127] User Vector: [1.7939266103013094, -0.24924807092650839] Predicted: 3.095571967729156 Movie Vector: [1.3537970456740624, -0.5728416376182548] User Vector: [1.7395136281348031, -0.2038282071047431] Predicted: 2.47170969462934 Movie Vector: [1.7647692059549385, -0.6228088583192591] User Vector: [1.6531541879198657, -0.09729155462744662] Predicted: 2.978029645598048 Movie Vector: [1.7378272021420227, -0.6497047000870646] User Vector: [1.9644200120826343, -0.12236650901853863] Predicted: 3.493324629471953 Movie Vector: [1.3524328256451918, -0.5570415981436309] User Vector: [2.3194971087947063, -0.4433265944818725] Predicted: 3.383915383612833 Movie Vector: [1.2815246549082493, -1.0025745101888661] User Vector: [1.7411546847498003, -0.550355868648377] Predicted: 2.7831054219555837 Movie Vector: [2.179780650081849, -0.412152376760436] User Vector: [1.9822897980885519, -0.14564500675516254] Predicted: 4.38098488042551 Movie Vector: [2.0721501013359735, -0.6626933001821462] User Vector: [2.021785736099963, -0.7739023568349243] Predicted: 4.702303424808841 Movie Vector: [2.0315797301091703, 0.5524044131503212] User Vector: [1.7513130088977749, -0.6871938768121656] Predicted: 3.1783230797123014 Movie Vector: [1.8984675460887004, 0.07716363355071064] User Vector: [1.9999057247872345, -0.43940328218376656] Predicted: 3.762850159898157 Movie Vector: [2.0464217198428023, -0.2847629455446989] User Vector: [1.8536975138019947, -0.31612582764157376] Predicted:
avg loss: 1.0517908563991194: 35%|███████████████▊ | 24588/70000 [00:45<01:20, 564.00it/s]
3.883467776104975 Movie Vector: [1.295289888446765, -1.0069255176711946] User Vector: [1.8892655279070791, -0.2626235715953337] Predicted: 2.7115889106703683 Movie Vector: [2.2172653011098578, -0.24022014294920419] User Vector: [2.0753977178592855, -0.49446241994033635] Predicted: 4.720487179013057 Movie Vector: [2.0445459851927015, -0.34892898692679736] User Vector: [1.5582965242820237, -0.19841635019750575] Predicted: 3.255242118524681 Movie Vector: [1.9008683893324314, -0.06746694750898422] User Vector: [2.1686843091563377, -0.023874624161351256] Predicted: 4.123994197731615 Movie Vector: [2.0502595920802884, 0.25492978395082744] User Vector: [1.8285941167820896, -0.06935504817639492] Predicted: 3.7314119605065548 Movie Vector: [1.8323575284362499, -0.3084730768955072] User Vector: [1.870972832900665, -0.312457065564124] Predicted: 3.5246757482775375 Movie Vector: [1.8140760037281765, 0.03333697751036306] User Vector: [2.1719456124921446, -0.4517391391741289] Predicted: 3.9250147995014975 Movie Vector: [2.150819400245144, -0.28290968668471483] User Vector: [2.0151612362044595, 0.015163517405345849] Predicted: 4.329957975492354 Movie Vector: [1.7339304015471275, 0.6234581351821498] User Vector: [1.7935942269257046, -0.5844793482829188] Predicted: 2.74556915357295 Movie Vector: [1.6659896857572354, -0.37297572778414123] User Vector: [1.5560318575736316, -0.2765949159455997] Predicted: 2.695496215503545 Movie Vector: [1.690601536293602, 0.24473088922859723] User Vector: [1.8634185837284327, 0.002363379445164578] Predicted: 3.150876712362536 Movie Vector: [1.8912011398355293, -0.3727292106771001] User Vector: [0.9963673682359102, -0.16660748223808494] Predicted: 1.9464305778501803 Movie Vector: [2.090951563883631, 0.12725292777864178] User Vector: [1.6965854764517632, -0.6973832942093408] Predicted: 3.458733989277017 Movie Vector: [1.8355871328377569, -0.5802384103331681] User Vector: [1.9736856058271397, -0.4361155012776328] Predicted: 3.875922867506377 Movie Vector: [1.5602161757230282, -1.7710497053559306] User Vector: [1.9328631416446156, -0.2871419563331661] Predicted: 3.524227016211939 Movie Vector: [2.157336682037756, 0.03146330171805953] User Vector: [1.8819286859177833, -0.653511970577669] Predicted: 4.039392142802896 Movie Vector: [1.839241427316049, -0.7426544870973191] User Vector: [1.8027492720825857, -0.3241108802548318] Predicted: 3.556393543816456 Movie Vector: [2.4080031835578977, -0.09760769671742867] User Vector: [1.515595795231074, -0.001380570663286818] Predicted: 3.6496942542259885 Movie Vector: [2.0607089619343, -0.811801304410994] User Vector: [2.1142646880249223, -0.16696159521874873] Predicted: 4.4924238312993054 Movie Vector: [1.3149115827240736, -0.33309712082036114] User Vector: [1.8329450499545845, -0.24610342232678242] Predicted: 2.4921370180831275 Movie Vector: [2.162761709164135, -0.22723469069732416] User Vector: [1.9028823719306405, -0.2732089608890878] Predicted: 4.177563684778385 Movie Vector: [1.9417170368619587, -0.31458011559695725] User Vector: [2.0403654361647545, -0.6508303673927032] Predicted: 4.166550621033792 Movie Vector: [1.577671751567232, -0.4191678442072969] User Vector: [1.916760302109214, -0.8158447649895636] Predicted: 3.365994474511665 Movie Vector: [2.0607323098509407, -0.6582235592174672] User Vector: [1.8279775961923779, 0.3074646171424069] Predicted: 3.564592039528378 Movie Vector: [1.5021704523769883, -0.20996162951622882] User Vector: [1.546342731676571, -0.0026268886366409313] Predicted: 2.3234219065911694 Movie Vector: [2.189512345076902, -0.5240472842104891] User Vector: [1.9829989961182137, -0.2412228513273381] Predicted: 4.468212962403534 Movie Vector: [1.8022041994862306, -0.10834859623555197] User Vector: [1.8044156335180193, -0.46361792598947993] Predicted: 3.3021577838153795 Movie Vector: [1.4355511848823284, -0.42010337551313043] User Vector: [1.6563790823639908, -0.14883312485723654] Predicted: 2.4403422524426226 Movie Vector: [2.198230471435944, -0.06196352334930096] User Vector: [1.9722433577103264, 0.16862464988906298] Predicted: 4.324996868575312 Movie Vector: [1.2953884357530387, -1.14127844950574] User Vector: [2.044270720078956, -0.7810932684527527] Predicted: 3.5395695646779455 Movie Vector: [1.9264053677792068, -0.3884622151140339] User Vector: [1.3327853172964566, -0.4357892372873569] Predicted: 2.736772441776709 Movie Vector: [2.048697611140934, -0.03248921709596498] User Vector: [1.8851470042327416, -0.28667542873132357] Predicted: 3.871410024461237 Movie Vector: [1.294504405476374, -0.2402914880457565] User Vector: [1.8553610524922366, -0.5050958796346643] Predicted: 2.523143296723676 Movie Vector: [1.6712920103264675, -0.3181564395790244] User Vector: [1.1858835939246806, -1.908642303818126] Predicted: 2.589204615516237 Movie Vector: [1.8368771056025075, -0.14068512763742455] User Vector: [1.568346335392632, -1.059977187046487] Predicted: 3.029982502990711 Movie Vector: [1.9364267547637466, -0.11217537861192636] User Vector: [1.8410319335420136, -0.020306582611151543] Predicted: 3.567301391077907 Movie Vector: [2.0231136645584082, -0.6645509903612499] User Vector: [1.9102932284432501, -0.3878979315204013] Predicted: 4.122518288327899 Movie Vector: [1.8935032580926419, -0.5257792338399816] User Vector: [1.968543267942648, -0.2618172217535969] Predicted: 3.8651011498054593 Movie Vector: [1.8922515210710187, -0.6854442078633369] User Vector: [2.0280070925708475, -0.29655318216835136] Predicted: 4.040770166700738 Movie Vector: [1.8487753648114, 0.16896367072330734] User Vector: [1.8739145218279385, 0.06018241963932582] Predicted: 3.474615646253098 Movie Vector: [2.023387525928813, -0.23021549707063718] User Vector: [1.9163034807370143, -0.3568582712554877] Predicted: 3.9595788631180904 Movie Vector: [1.095150128972266, -0.5925752489505379] User Vector: [2.227823457307567, -0.9958273125394947] Predicted: 3.029903764237658 Movie Vector: [2.1878465537849734, -0.5560435497985867] User Vector: [2.059352965888161, -0.48717388817769086] Predicted: 4.77643818759678 Movie Vector: [2.2279500788209567, -0.5287230605222534] User Vector: [2.148142866090131, -0.4392323796956266] Predicted: 5.018187355897328 Movie Vector: [1.9196847767237186, -0.009204766801284766] User Vector: [1.7198967501914577, -0.22835360375404187] Predicted: 3.3037615505499267 Movie Vector: [1.6262903368340738, -0.6717628508170823] User Vector: [1.8909357817812928, -0.059083525023574196] Predicted: 3.11490070669086 Movie Vector: [1.279227111222198, -0.3725001137753929] User Vector: [1.5801150833775646, -0.26080965880945656] Predicted: 2.1184776810879486 Movie Vector: [2.0328356449247473, -0.3326737925382061] User Vector: [1.211248575896028, -1.1935689417843904] Predicted: 2.8593383864650104 Movie Vector: [1.9327402527973003, -0.702287826852188] User Vector: [2.1428947761023602, -0.7483358955363588] Predicted: 4.667206181113805
avg loss: 1.0510138328133383: 35%|███████████████▊ | 24656/70000 [00:45<01:16, 591.09it/s]
Movie Vector: [2.020196412266664, 0.5568710883131468] User Vector: [2.40165092417667, 0.21312545505544928] Predicted: 4.9704899846425885 Movie Vector: [2.234281276031524, 0.09087388192748352] User Vector: [2.0575036755781686, 0.510249482906483] Predicted: 4.643410288973545 Movie Vector: [1.6417114978627894, -0.037709178607253195] User Vector: [2.2020294014670245, -0.30169898936762046] Predicted: 3.6264738080960215 Movie Vector: [2.1433118162935627, -0.35135989869670337] User Vector: [2.1511027153489253, -0.009511053476482153] Predicted: 4.613825670654515 Movie Vector: [2.426986913411223, -0.3470241195473155] User Vector: [1.966937099508583, -0.3724066012697424] Predicted: 4.9029646729296 Movie Vector: [1.66249763444519, -0.7493424150625019] User Vector: [2.17606712571011, -1.124279881641643] Predicted: 4.460177050602534 Movie Vector: [1.8392461515053253, -0.18892353041538082] User Vector: [1.6067649801642188, -0.7134205507190379] Predicted: 3.090018235253295 Movie Vector: [1.755279468857687, -0.6886023608415053] User Vector: [2.0934170034102166, 0.14025607926513226] Predicted: 3.5779512185391926 Movie Vector: [1.9031827095357055, -0.5270666056372855] User Vector: [1.4445800184625288, -0.48533729067132414] Predicted: 3.0051047920619864 Movie Vector: [2.0885183171686545, -0.3265512581851553] User Vector: [2.080990781370636, 0.08544132006245556] Predicted: 4.318286394184289 Movie Vector: [1.9886122266293107, -0.5950243359224985] User Vector: [2.4590073989548493, 0.08160295252382666] Predicted: 4.841456436298747 Movie Vector: [1.874466299542521, -0.08654470765726478] User Vector: [1.9471171482058134, -0.4415488855612825] Predicted: 3.6880191947904297 Movie Vector: [1.7110089026688782, 0.27398475818898] User Vector: [2.077285923950469, 1.1299302972754208] Predicted: 3.863838388537407 Movie Vector: [1.4943980095618725, -0.9129576773889961] User Vector: [1.8588075724126893, -0.7954620943269987] Predicted: 3.5040215624598225 Movie Vector: [2.0922873373803137, -0.6541560501101257] User Vector: [1.688322339238123, -0.22060698626807906] Predicted: 3.6767668465680603 Movie Vector: [1.8033690411337895, -0.272337122790756] User Vector: [2.2413587563649515, -0.5027111054318321] Predicted: 4.178903887350951 Movie Vector: [2.1837176799760067, -0.582096720001055] User Vector: [2.0882537152276366, 0.18688434688585867] Predicted: 4.451371792876373 Movie Vector: [1.52722543664836, -0.4378487077019935] User Vector: [2.161078602216711, -0.126711681004688] Predicted: 3.355934757680494 Movie Vector: [2.1414587537724667, -0.4698387132241879] User Vector: [2.065457112726475, -0.41960991822505533] Predicted: 4.620240198624682 Movie Vector: [2.164417123029283, -0.3332669103741159] User Vector: [1.8322204523642995, -0.09579188355756486] Predicted: 3.997613585333895 Movie Vector: [2.126583120125946, -0.28309205782645064] User Vector: [2.105141486229538, -0.5125573538295485] Predicted: 4.62185926614227 Movie Vector: [1.689938564619528, -0.3104334318969019] User Vector: [1.7230832461541568, 0.07650963902735723] Predicted: 2.8881536779092567 Movie Vector: [1.9683112449057463, -0.37192020296661416] User Vector: [2.093468980514434, -0.2295284214096297] Predicted: 4.205964792285206 Movie Vector: [1.6852292987974578, -0.7814633514884461] User Vector: [1.4398789399455432, -1.5842354568653114] Predicted: 3.6645481259864505 Movie Vector: [2.1415140678849336, -0.8423402817601319] User Vector: [1.7991335182112898, -0.7563960453780509] Predicted: 4.490012597238788 Movie Vector: [1.753776638444846, -0.3906303370756887] User Vector: [1.3831950556152681, -0.15448263579556618] Predicted: 2.4861607790436397 Movie Vector: [2.4273552873720545, -0.09762532473334344] User Vector: [1.8242942588007254, -0.3803488869516266] Predicted: 4.4653419984230425 Movie Vector: [2.3472740776675654, -0.06650224297319582] User Vector: [1.79333096871787, 0.013172543594316424] Predicted: 4.208563291855236 Movie Vector: [1.9605405790357675, -0.42772920463574415] User Vector: [2.228088857546286, -0.32860568103987137] Predicted: 4.508812865506909 Movie Vector: [1.7903217651486798, -0.7702553424129043] User Vector: [1.6563109273898016, -0.37760987150845393] Predicted: 3.2561855240367934 Movie Vector: [2.032622047013334, -0.333928086589981] User Vector: [2.3742704899509235, -0.6620365877098829] Predicted: 5.047067154433919 Movie Vector: [2.1632873772310166, 0.09652857189738766] User Vector: [1.005512357727972, -0.3262698387132366] Predicted: 2.1437178295385406 Movie Vector: [2.0522215303313365, -0.0857422925942095] User Vector: [1.9120783721545245, -0.6071294957614899] Predicted: 3.976065077884565 Movie Vector: [2.246620034652167, -0.14395700667616615] User Vector: [1.8548788497399724, 0.014533452432083819] Predicted: 4.165115793369595 Movie Vector: [1.5094861043040324, 1.0313555486422792] User Vector: [2.229379819021155, -0.026028871557468344] Predicted: 3.3383728369225802 Movie Vector: [1.6507890953591569, -0.06944472329469825] User Vector: [2.0226552007926384, -0.3208449103665817] Predicted: 3.3612581351608926 Movie Vector: [1.3033996341369132, -0.5436403208482176] User Vector: [2.1344526699548223, -0.51645927670272] Predicted: 3.062812915993378 Movie Vector: [1.9550624846280114, -0.38691201716833024] User Vector: [1.8492472657398502, -0.20278805019157367] Predicted: 3.6938550876061624 Movie Vector: [0.966869559721589, -0.1629375221038553] User Vector: [1.9278689942326157, -0.18733231460170954] Predicted: 1.894521308805774 Movie Vector: [1.621967126460052, -0.43802160994930994] User Vector: [0.9822689690608517, -0.11853640378387102] Predicted: 1.64512948358152 Movie Vector: [2.249393680877273, -0.21028883221071473] User Vector: [2.2328461953507435, -0.1539379147373945] Predicted: 5.054921546515903 Movie Vector: [1.2420758870978805, -2.5783170064428065] User Vector: [1.7022568904318185, -0.47331634413069135] Predicted: 3.3346918167510777 Movie Vector: [2.421452566934425, 0.24513954264584228] User Vector: [1.6856636445030209, -0.15740303412594644] Predicted: 4.043168851173176 Movie Vector: [2.244865720958869, -0.44098560969883255] User Vector: [1.7111568881536032, -0.34115668153201817] Predicted: 3.991762628606901 Movie Vector: [1.7313302343583163, -0.6662793888505505] User Vector: [1.8034057112662987, -0.7399352690467537] Predicted: 3.6152944515792456 Movie Vector: [1.667440831276728, -0.6221202519818834] User Vector: [1.8444684518363328, -0.4592734442962] Predicted: 3.3612653194878135 Movie Vector: [1.8531694273367048, -0.7007524601668357] User Vector: [1.9659091170453595, 0.36518419765357] Predicted: 3.3872589477111643 Movie Vector: [2.1386701817265505, -0.14829960992940305] User Vector: [2.161518072716373, -0.39774671525744626] Predicted: 4.68175993210493 Movie Vector: [1.8637889719085399, -0.6813323723795178] User Vector: [1.7475975927996859, 0.2592091089310623] Predicted: 3.080545563663584 Movie Vector: [2.0113128923403725, -0.2686917153050773] User Vector: [1.6502399030417927, -0.22104453701639754] Predicted: 3.3785416282522363 Movie Vector: [1.9539720457922076, -0.13551866891468237] User Vector: [1.5658097627868757, -0.6563526697824852] Predicted: 3.1484965456616036 Movie Vector: [1.483353620701222, -0.4688534415802465] User Vector: [2.0213565587510414, -0.27547814378982577] Predicted: 3.127545445947517 Movie Vector: [1.0192026808695804, -0.2541257410642345] User Vector: [1.9231905149219723, -0.2236213572847791] Predicted: 2.0169488717692072 Movie Vector: [1.663963221533592, -0.5429476836356127] User Vector: [1.8131690787946657, -0.34590144392634414] Predicted: 3.2048530492822898 Movie Vector: [1.5011944443887928, 1.3891090777740536] User Vector: [2.507638666104741, 0.017818364421400425] Predicted: 3.789204885859814 Movie Vector: [1.9391929690898062, -0.392643457921529] User Vector: [1.6196749678579878, -0.23743611494805772] Predicted: 3.234090047089627 Movie Vector: [2.1273749768878574, -0.20199775214859794] User Vector: [2.2215925137852897, -0.6272023281623975] Predicted: 4.852853783099389 Movie Vector: [2.0939189278955364, -0.28089397988134834] User Vector: [2.103509563777556, -0.7689066074983997] Predicted: 4.620559727740399 Movie Vector: [1.2606761763998335, -0.5406590840246548] User Vector: [1.7743800829726393, 0.0870641420999417] Predicted: 2.1898466791628195 Movie Vector: [0.8886642552121955, -0.5080980399846947] User Vector: [1.9778537429230356, -0.2644025114175849] Predicted: 1.8919903211916584 Movie Vector: [2.3101072622910697, -0.35022490455536615] User Vector: [1.716603226445109, -0.2552016364193174] Predicted: 4.054915548640457 Movie Vector: [2.150445880897834, -0.22546642866875183] User Vector: [2.1297800863663934, 0.10708474486435308] Predicted: 4.555832798955374 Movie Vector: [0.9613125606562403, -0.8076841674735018] User Vector: [1.9222985362360505, -0.4766259675092193] Predicted: 2.232892975978756 Movie Vector: [2.1826967504960915, 0.06353810803128122] User Vector: [2.0064886796571892, -0.1282356205219454] Predicted: 4.371408472284759 Movie Vector: [2.155533230167213, 0.06527414119222054] User Vector: [1.8665972628982397, -0.5702014679709311] Predicted: 3.9862930163879753 Movie Vector: [1.430159970420058, -0.42255589931051873] User Vector: [1.7424748149215323, -0.9657988370355107] Predicted: 2.9001217259024683
avg loss: 1.0511854636630056: 35%|███████████████▉ | 24716/70000 [00:46<01:16, 588.13it/s]
Movie Vector: [2.097263268106302, -0.4645130380383811] User Vector: [1.8930631086336276, -0.49721919841256584] Predicted: 4.201216522370067 Movie Vector: [1.9067895006077762, 0.029243585014838657] User Vector: [2.0123567436434766, -0.1357694455040292] Predicted: 3.833170324934621 Movie Vector: [1.576844989768001, 0.3042512854476663] User Vector: [1.7995416378735134, -0.35271954959381924] Predicted: 2.7302828391933107 Movie Vector: [1.30632264569531, -0.5286706840645807] User Vector: [1.6414983098445337, -0.3263805643353678] Predicted: 2.3168742512330542 Movie Vector: [1.9363613886093676, -0.22703880222240963] User Vector: [1.7212957627571235, -0.9492423097832945] Predicted: 3.548565490411837 Movie Vector: [2.012112945985427, -0.21299098988710435] User Vector: [1.6747756334137243, -0.5142178133516957] Predicted: 3.4793614946960583 Movie Vector: [1.413345088387725, -0.6344951734142077] User Vector: [1.9337119448724085, -0.4059024445424374] Predicted: 2.9905454215812983 Movie Vector: [1.860332449803778, -0.39347628156401165] User Vector: [2.164396379241329, -0.0437832749314662] Predicted: 4.043724498755177 Movie Vector: [1.8904201147763982, -0.6583986254724098] User Vector: [2.0285777183634868, -0.6489206238213433] Predicted: 4.2621125699462175 Movie Vector: [2.083195867243532, -0.38229894666199377] User Vector: [1.4993015166641015, -0.029909386883913393] Predicted: 3.134773050367642 Movie Vector: [1.8913832103883197, 0.21018222689187177] User Vector: [1.5600115985188112, -0.35772946808794454] Predicted: 2.875391369221955 Movie Vector: [1.752480314205731, 0.052788969427558514] User Vector: [1.9190911211914154, 0.14151232594456734] Predicted: 3.370639700902871 Movie Vector: [2.1617051966145238, -0.1399398591279614] User Vector: [1.855148839166527, -0.4150181927443447] Predicted: 4.068362473547868 Movie Vector: [1.9726776048281585, 0.04839263613235511] User Vector: [1.9396304188274525, -0.37988440790663314] Predicted: 3.807881880940196 Movie Vector: [1.9243631405678356, -0.014228913411770303] User Vector: [1.3120718678734584, -0.07157032760746107] Predicted: 2.5259211083060533 Movie Vector: [1.5056515955579968, -0.12133572837088191] User Vector: [2.025439709761606, -0.25138079392801965] Predicted: 3.080108002438795 Movie Vector: [1.4725070324093137, -0.7782210589179013] User Vector: [1.5469471774274663, -1.352083537698224] Predicted: 3.3301104799806565 Movie Vector: [2.1304801222808893, -0.3832422146182462] User Vector: [2.110780793842966, -0.4528631550254728] Predicted: 4.670532802225684 Movie Vector: [1.5473722434017476, -1.7818867283568214] User Vector: [1.8308428629609939, -0.4200713753477378] Predicted: 3.5815150368707624 Movie Vector: [2.040016306207731, -0.23579746849610972] User Vector: [2.0224346734081715, 0.6173270504858308] Predicted: 3.980235556253848 Movie Vector: [1.6474453338820068, -0.429911978442097] User Vector: [1.7306393922140104, -0.5876512284244766] Predicted: 3.1037720935812594 Movie Vector: [2.1191598620448064, -0.5065673921779487] User Vector: [1.7635588172103929, 0.17480349046590765] Predicted: 3.64871331147856 Movie Vector: [1.506936608841643, -0.7245533346450984] User Vector: [1.8487001696444596, 0.1224285430616701] Predicted: 2.6971679552779175 Movie Vector: [1.9294642427485547, -0.37912737208040137] User Vector: [1.8228385808041405, -0.2447215570826962] Predicted: 3.6098825027922974 Movie Vector: [1.7090727669487107, -0.4218033483206799] User Vector: [1.8413576329585544, 0.015399853454263722] Predicted: 3.1405184749519486 Movie Vector: [1.6746754144848532, -0.5819459833453288] User Vector: [1.9492667993295518, -1.9975358427236323] Predicted: 4.426847145370124 Movie Vector: [1.5685280022249055, -0.7763909395694599] User Vector: [2.074141319680065, -0.1326426704680398] Predicted: 3.3563313080415855 Movie Vector: [1.1511631348478903, 0.3710296600069069] User Vector: [1.7619020939840595, 0.13099148624692938] Predicted: 2.07683846441175 Movie Vector: [2.508442844235885, -0.1276650463015028] User Vector: [2.1109416904751575, -0.15085814027003167] Predicted: 5.314435889534143 Movie Vector: [1.7565068521868086, -0.23420911204256442] User Vector: [2.2769810321104664, -0.2566582809073512] Predicted: 4.059644493271108 Movie Vector: [1.634156843387478, -0.31291029386240155] User Vector: [1.8270681720821433, -0.6635586147165587] Predicted: 3.193350277869371 Movie Vector: [1.7322742855522297, -0.4163054913706645] User Vector: [1.7696625586916503, -0.4030417919229561] Predicted: 3.233329455755509 Movie Vector: [1.521485249258871, -0.7592108634449771] User Vector: [2.2388247460497426, 0.3021682730412133] Predicted: 3.176929391309124 Movie Vector: [2.0337151652433962, -0.7334900806820518] User Vector: [1.9462534632383037, -0.25948196018165676] Predicted: 4.148452627504399 Movie Vector: [2.179487004826003, -0.006303130106976067] User Vector: [1.7183637812999015, -0.25075747794279124] Predicted: 3.746732087915578 Movie Vector: [1.9844101118411093, -0.3992720611394448] User Vector: [2.0930964613388863, 0.8043501570275974] Predicted: 3.832407237865485 Movie Vector: [1.7965046155316398, 0.056035288067627115] User Vector: [1.4641550745551726, -0.17458791373303523] Predicted: 2.620578265253283 Movie Vector: [2.046205058523171, -0.2563032810577442] User Vector: [1.6896860356478447, -0.5538967087072404] Predicted: 3.599409657267334
avg loss: 1.050753600399904: 35%|████████████████▎ | 24776/70000 [00:46<01:23, 544.02it/s]
Movie Vector: [1.8816205486653537, 0.10138928306138699] User Vector: [1.850527516571644, -0.04825380045542743] Predicted: 3.477098182818708 Movie Vector: [1.5232828823485034, -1.765562975393061] User Vector: [1.8963439205275745, -0.1820196875342901] Predicted: 3.2100354542884615 Movie Vector: [1.8343358745768334, -0.7321084604454036] User Vector: [1.9334004535799976, -0.07677944857771564] Predicted: 3.6027166958169894 Movie Vector: [1.424522827201633, -0.021208708503504467] User Vector: [1.968999521631295, -0.6874351705346796] Predicted: 2.819464377459802 Movie Vector: [2.0919045527811333, 0.2568302012434762] User Vector: [2.0263283215788896, 0.16710010777891443] Predicted: 4.281801795648897 Movie Vector: [1.8703449346689571, -0.8994282153974605] User Vector: [1.7632791878355083, -0.24772737779247342] Predicted: 3.5207532906883126 Movie Vector: [1.98489745434809, -0.4280137868883829] User Vector: [1.800744442388054, -0.34184731131711066] Predicted: 3.720608421881968 Movie Vector: [2.261024081199994, 0.09750594906332774] User Vector: [1.8172087041367257, -0.2963858634331077] Predicted: 4.079853255716373 Movie Vector: [1.5280023024921379, -0.9273383704899989] User Vector: [2.01374418424673, -0.2849230429724411] Predicted: 3.3412258205442704 Movie Vector: [1.7970357331258175, 0.3207786641174494] User Vector: [1.3358515334507068, 0.038526247308137335] Predicted: 2.412931337906801 Movie Vector: [1.771606620953454, -0.08860947671130814] User Vector: [1.7113348587904962, 0.18387075835768424] Predicted: 3.015519474821102 Movie Vector: [1.5778866030500915, -1.7708040880798082] User Vector: [0.9153281196981103, -0.3302939715197708] Predicted: 2.0291698925020047 Movie Vector: [1.5030719466862048, -0.7135892087603363] User Vector: [2.229012571567837, 0.30706448183739377] Predicted: 3.1312483645017437 Movie Vector: [2.0995800134134295, -0.3544281283155188] User Vector: [1.8815404003256295, -0.38130944011737056] Predicted: 4.085591410123433 Movie Vector: [2.083378895384928, -0.4608662622687315] User Vector: [1.698641792024094, -0.22825168757713934] Predicted: 3.6441079624320385 Movie Vector: [2.2354565007017166, -0.1440444758333381] User Vector: [1.7963014513592424, -0.33853471653636513] Predicted: 4.0643178124558155 Movie Vector: [1.2551831284842987, -1.1259164455621162] User Vector: [2.4194072069811106, -0.35224592059969284] Predicted: 3.433398582021371 Movie Vector: [1.3862445267359862, -0.3228598464600393] User Vector: [1.8429969435527154, -0.3507832274663949] Predicted: 2.6680982447516604 Movie Vector: [2.0279035289488645, 0.07708794525098765] User Vector: [1.8950522229624622, -0.29692674144884773] Predicted: 3.820093618099605 Movie Vector: [1.9372229992518888, -0.5846320822347965] User Vector: [1.7832783433063857, -0.31584257666154886] Predicted: 3.6392595239729806 Movie Vector: [2.2628489889113355, -0.4462540121988527] User Vector: [1.7869733939972636, -0.3426774027175337] Predicted: 4.196572103670747 Movie Vector: [2.1072963116095598, -0.22763597689949186] User Vector: [2.399163901274606, -0.47613984521083913] Predicted: 5.164135798908122 Movie Vector: [1.4693405312143115, -0.42313950054937216] User Vector: [2.2330026460882, -0.6282857389865099] Predicted: 3.5468938080032446 Movie Vector: [2.407305119680202, -0.12043725355551811] User Vector: [1.8964488044716972, -0.626714609621346] Predicted: 4.640810702562029 Movie Vector: [2.2413246785172523, -0.2532673202586364] User Vector: [1.6395929701504146, -0.3704172561202369] Predicted: 3.768674772556654 Movie Vector: [1.9822036609693372, 0.17412258761959767] User Vector: [1.9825769556124035, -0.36100289521796036] Predicted: 3.867012541314832 Movie Vector: [1.7654710111464516, 1.1502351237422601] User Vector: [1.8289344645368038, -0.039842165847180734] Predicted: 3.183102919862993 Movie Vector: [1.9665366330062097, -0.5328842354574602] User Vector: [2.2613880291096993, 0.32173989255911745] Predicted: 4.275652284023407 Movie Vector: [2.0708770395745373, -0.264391013815978] User Vector: [1.8995734243095213, -1.4437177457878168] Predicted: 4.315488987861527 Movie Vector: [1.7332099525210525, -0.02899349473462818] User Vector: [2.386556474539849, -0.4747779560995906] Predicted: 4.1501689060963125 Movie Vector: [2.0788906964077603, -0.3721738221849786] User Vector: [1.859952309684025, -0.44867777704487277] Predicted: 4.033623675576495 Movie Vector: [2.3040553285007404, -0.449788408802969] User Vector: [1.8033711084575246, -0.4198761390008419] Predicted: 4.343922232161369 Movie Vector: [2.1436480728837886, -0.3615475574172106] User Vector: [1.9279663261249362, -0.6282914283286052] Predicted: 4.360038530840935 Movie Vector: [2.1392904430284476, -0.20536173904454977] User Vector: [1.9108478522244685, -0.5122016492225693] Predicted: 4.193045169771074 Movie Vector: [1.6489663538453352, -0.44391753518770755] User Vector: [1.7844573245020245, -0.6016953810708552] Predicted: 3.209613218475508 Movie Vector: [1.319614693144994, -1.2226181179212938] User Vector: [1.867674209446436, -0.5701688557337085] Predicted: 3.161709102087962 Movie Vector: [2.2006473454820488, -0.29930812914390664] User Vector: [1.5097097139621114, -0.35283258058147504] Predicted: 3.4279443340740414 Movie Vector: [1.1592619120441008, -2.555290395044898] User Vector: [2.399578604246242, -0.33445939255842944] Predicted: 3.636380954195719 Movie Vector: [1.8781685917325788, -0.22605029475892774] User Vector: [1.320683734461043, -0.15200977455900475] Predicted: 2.514828564022121 Movie Vector: [1.8579472902749659, 0.1050707479613246] User Vector: [1.825443507868846, -0.26025410450153463] Predicted: 3.3642327255749698 Movie Vector: [2.150002602257375, 0.22508921895157236] User Vector: [2.1870897330867183, 0.0729141107762476] Predicted: 4.718660797752006 Movie Vector: [1.7088186243717367, -0.08527821035591142] User Vector: [2.132222440916633, -0.34335456454563174] Predicted: 3.6728620811236925 Movie Vector: [2.15559876888504, -0.2901567535938814] User Vector: [1.7647816891537653, -0.1666091516695149] Predicted: 3.8525040070581746 Movie Vector: [1.7963778991313706, -0.2810508436690536] User Vector: [2.0187939133232384, -0.7586473906681327] Predicted: 3.839735257989402 Movie Vector: [2.3448910426145386, -0.0970660350082476] User Vector: [1.8908356907184802, 0.15935140983189494] Predicted: 4.418336064696282 Movie Vector: [2.0893118164210445, -0.16993476062521382] User Vector: [2.036863096419539, -0.2489901782052947] Predicted: 4.297954222112646 Movie Vector: [1.9095556720498685, 0.4743552464230388] User Vector: [2.2597242523453405, 0.2472564397001247] Predicted: 4.432356652718329 Movie Vector: [2.0734896938000396, -0.36503991892332094] User Vector: [1.452868398833048, -1.8176816318736915] Predicted: 3.6760340069556725 Movie Vector: [2.0147678787968712, 0.10843833747318572] User Vector: [1.910520605060771, -0.05008320558016943] Predicted: 3.8438246073075635 Movie Vector: [2.048694386784736, -0.2736988510052895] User Vector: [1.9400855733364284, -0.5095026625963486] Predicted: 4.114092717313143 Movie Vector: [1.610092855717368, -0.975832186599361] User Vector: [1.7099856922629257, -0.23602303230334715] Predicted: 2.9835546181918415 Movie Vector: [1.6829748416897325, -0.5604240952718452] User Vector: [1.086192343516184, -0.5220486042410064] Predicted: 2.1206030040934447 Movie Vector: [2.462758433655402, -0.24881513904884728] User Vector: [1.7656974470282638, -0.6673870581413536] Predicted: 4.51454228262351 Movie Vector: [1.9918139903663639, 0.17237266475960292] User Vector: [1.6532551484249778, 0.006492389726761806] Predicted: 3.29409584479595 Movie Vector: [1.0872677477314177, -0.7267540925587067] User Vector: [1.922184997289793, -0.11618190249157075] Predicted: 2.1743654258434004 Movie Vector: [2.1178335370303625, 0.12217315901127596] User Vector: [1.862389893800766, -0.317335386604051] Predicted: 3.9054619094701954 Movie Vector: [1.2207119392137578, -0.5236329307976657] User Vector: [1.8096955998016477, -0.7253474551180743] Predicted: 2.588932838790579 Movie Vector: [1.7039810086686606, -0.4491090791712566] User Vector: [2.0504350627242, -0.30719058759828993] Predicted: 3.6318644883167157 Movie Vector: [1.8743129445876499, 0.32300735561909494] User Vector: [1.6882791150103047, -0.32321401024422847] Predicted: 3.0599628965927645 Movie Vector: [2.396412126541136, -0.09117395499185123] User Vector: [2.06117366333596, 0.1971264410953816] Predicted: 4.921448764457377 Movie Vector: [1.430520932815672, -1.0640218078141532] User Vector: [2.440244981166277, -0.4756760685480676] Predicted: 3.9969512371471883 Movie Vector: [1.9035981103713953, -0.0853419582565727] User Vector: [1.6770180124820016, -0.17890132285239618] Predicted: 3.2076361088464456 Movie Vector: [1.444442962069457, 0.889500159873465] User Vector: [1.9403257776645448, -0.07451178552779915] Predicted: 2.7364116685300632 Movie Vector: [1.3865139296323337, 0.15012844256317384] User Vector: [1.8155512595052157, -0.6613533426134455] Predicted: 2.417999163955004 Movie Vector:
avg loss: 1.0504900641462682: 36%|███████████████▉ | 24863/70000 [00:46<01:11, 632.13it/s]
[2.4321342806247594, -0.12864248317832805] User Vector: [1.7892207678889043, -0.057635225722210914] Predicted: 4.3590395037438086 Movie Vector: [2.0028226162007297, -0.5945527595677326] User Vector: [2.0903276844809806, -0.25333873542051694] Predicted: 4.337178805998679 Movie Vector: [1.9045721036158427, 0.48478113599393385] User Vector: [1.7486087745697638, -0.3306050254418486] Predicted: 3.1700804123844533 Movie Vector: [2.0802186882068243, 0.4819697430769852] User Vector: [1.4398076295256284, 0.057082860852918624] Predicted: 3.0226269501413605 Movie Vector: [1.756618522035148, -0.6766551439171956] User Vector: [1.8449646696094468, -0.6581685282707644] Predicted: 3.6862522313552346 Movie Vector: [1.7434148898616275, -0.16040813059264758] User Vector: [2.006240620292274, -0.5183407599020344] Predicted: 3.580855842368636 Movie Vector: [1.736745602865529, -0.354614336780534] User Vector: [2.009453445179635, -0.5466994888178689] Predicted: 3.683776911724125 Movie Vector: [1.7970974189810038, -0.6285456790341085] User Vector: [1.9851900385200194, -0.5551310879039527] Predicted: 3.9165051410106595 Movie Vector: [1.7111597285643996, 0.2505186121383087] User Vector: [1.7086587310921009, -0.4640012513697769] Predicted: 2.8075470609811557 Movie Vector: [2.1007603467102127, -0.28497957895885684] User Vector: [1.8034238454964313, -0.5343701673722637] Predicted: 3.9408458882364696 Movie Vector: [1.7351222621291726, 0.13318552291575034] User Vector: [1.8279860126620795, -0.7331932557397803] Predicted: 3.07412849826671 Movie Vector: [2.0452965572515467, -1.1749676885448972] User Vector: [2.162293980379209, -0.10703298627657176] Predicted: 4.548292734318781 Movie Vector: [1.919026524557198, 0.02841797893804312] User Vector: [2.077694072393583, -0.16263596522633306] Predicted: 3.9825282494041785 Movie Vector: [1.710383522784758, -0.6328130007879725] User Vector: [1.792492732339832, -0.32136760012427773] Predicted: 3.2692156294961516 Movie Vector: [2.200352537284037, 0.6003033169743888] User Vector: [1.8881579147399308, 0.19318011471238408] Predicted: 4.27057972212628 Movie Vector: [1.9454967887150516, -0.13196602941664812] User Vector: [1.9100719402731883, -0.03415742500513101] Predicted: 3.72054644576924 Movie Vector: [1.9974012885250692, -0.7005090296575581] User Vector: [2.0236138639373467, -0.32411146050839956] Predicted: 4.269011944007283 Movie Vector: [1.9315276125547247, -0.04713562288696112] User Vector: [2.0205421381839153, -0.2800518968098224] Predicted: 3.9159333528294025 Movie Vector: [2.011555176408383, -0.4964151179032255] User Vector: [2.0825041137821314, -0.8511433375056908] Predicted: 4.611592350210631 Movie Vector: [2.222371829485815, -0.6326122930750102] User Vector: [1.5555963558910864, -0.3590735827923265] Predicted: 3.6842678819760537 Movie Vector: [1.9269922357845626, 0.20209822433730915] User Vector: [1.9901736130561163, -0.35377458976416154] Predicted: 3.7635518838154494 Movie Vector: [1.8247472506745324, -0.5729707902684289] User Vector: [2.087574674089339, -0.2760762174450199] Predicted: 3.967479755606096 Movie Vector: [1.5461874131819417, -0.6882998870195672] User Vector: [1.8342355703401139, -0.36717899624225664] Predicted: 3.0888012132999876 Movie Vector: [1.0750510707572163, -0.7260156845620837] User Vector: [1.8832896076843066, -0.4737575727914085] Predicted: 2.3685879378135772 Movie Vector: [1.3094771459102261, -0.35566521568993215] User Vector: [2.1289434937364597, -0.41145292727598737] Predicted: 2.9341423441080328 Movie Vector: [2.07968336877218, -0.372851618425567] User Vector: [1.9298889301943805, -0.03550164180880752] Predicted: 4.026794756307966 Movie Vector: [2.000431771825397, -0.4336124855155583] User Vector: [2.0230615487742063, -0.43827243051475656] Predicted: 4.237036996454666 Movie Vector: [1.03396198151239, -1.0977406083780998] User Vector: [1.8433073712875037, -0.2008431984548725] Predicted: 2.126383477013277 Movie Vector: [1.921804477586691, -0.18526296338573775] User Vector: [2.5297971559088626, -0.5928319577981621] Predicted: 4.971605306903184 Movie Vector: [1.36372297656733, -0.512637689674887] User Vector: [2.09031225804062, -0.3412630462648842] Predicted: 3.025551154098975 Movie Vector: [1.6828308840509225, 0.1384850515705213] User Vector: [1.6282042882632546, -0.2642246088983694] Predicted: 2.7034013032440645 Movie Vector: [1.8033070007190442, -0.1053406031973735] User Vector: [2.0964236449570355, -0.5266383203288661] Predicted: 3.835971833754252 Movie Vector: [1.9163067382521686, 0.3150680581429699] User Vector: [1.5597397358372977, -0.34415125010701464] Predicted: 2.8805086996259783 Movie Vector: [2.173718244568693, -0.6647963328371851] User Vector: [1.2751821643912595, -0.07129756183598657] Predicted: 2.8192850935346714 Movie Vector: [2.035848745892977, -0.27702467195315744] User Vector: [1.823800899121972, -0.8204047922490924] Predicted: 3.9402551416775533 Movie Vector: [2.197303160045862, -0.22306732421051556] User Vector: [1.4245913087504327, -0.15560302564550896] Predicted: 3.164968935061 Movie Vector: [1.835492685974319, -1.0230774625434877] User Vector: [1.7505898131460904, -1.333551664214679] Predicted: 4.577521450966198 Movie Vector: [1.19149740713502, -0.21224928549662742] User Vector: [2.029287724001571, -0.7602891912858507] Predicted: 2.5792618991000285 Movie Vector: [2.2449237675799827, -0.20998066538154636] User Vector: [1.8179262684138036, -0.2510454151081258] Predicted: 4.133820570975526 Movie Vector: [1.6591284971966274, -0.3595432174587773] User Vector: [1.9315493901070098, -0.3092677921484574] Predicted: 3.315883773914734 Movie Vector: [1.5947281040570405, -0.7187394200747904] User Vector: [2.030889064553409, -0.5163628873674257] Predicted: 3.6098462296800427 Movie Vector: [2.2013000524599744, 0.6840349152401852] User Vector: [2.059975191929707, -0.5353616298138083] Predicted: 4.168417450988573 Movie Vector: [1.6807476197425437, -0.13903020734822338] User Vector: [1.648581305057534, -0.0007477776755520421] Predicted: 2.770953068112789 Movie Vector: [2.092942714090618, -0.22478735130235916] User Vector: [2.2296308007033105, 0.23978088563363809] Predicted: 4.612589829269505 Movie Vector: [2.2278741916111446, 0.07361477421883877] User Vector: [1.9109364545912106, -0.22848976685387767] Predicted: 4.2405057863943965 Movie Vector: [2.2921683915779694, -0.22711022015650018] User Vector: [1.6344794536149088, -0.1596693209281155] Predicted: 3.7827646748879467 Movie Vector: [1.6502924560071583, -0.15077343366512444] User Vector: [1.6626134646768798, -0.001908507602225901] Predicted: 2.744086210256542 Movie Vector: [1.5364892969390775, -0.26594677193107513] User Vector: [1.832942243760573, -0.30503464535658437] Predicted: 2.897419118705342 Movie Vector: [1.887373652998484, 0.01935829717819841] User Vector: [1.5193746802542645, 0.6069020803798072] Predicted: 2.8793763313749534 Movie Vector: [1.8263407212962266, 0.11615642969620435] User Vector: [1.667047411874318, -0.1837883270602573] Predicted: 3.023248376746392 Movie Vector: [2.212547011475459, -0.18795600342673371] User Vector: [1.9352488306208262, -0.2555129732731563] Predicted: 4.32985421393159 Movie Vector: [2.115191040254791, -0.21285116647186514] User Vector: [2.0471503412042162, -0.923922699857431] Predicted: 4.526772084164185 Movie Vector: [1.7106911828399363, -0.3308874657660135] User Vector: [2.007809241555386, -0.5951653865288796] Predicted: 3.631674332813529
avg loss: 1.0506850038235933: 36%|████████████████ | 24928/70000 [00:46<01:11, 626.84it/s]
Movie Vector: [0.9769547738889882, -0.5957844034243608] User Vector: [1.7900649799644395, -0.12735620671344247] Predicted: 1.824689369386913 Movie Vector: [1.8816419477343376, -0.433667489166132] User Vector: [1.7368015111690436, -0.3336103926597732] Predicted: 3.4127145596485513 Movie Vector: [1.1870408301517656, -0.7541876642574918] User Vector: [1.0689944194117014, -0.1809212550506966] Predicted: 1.4053886018072896 Movie Vector: [1.596922893283057, 0.18861638753046633] User Vector: [1.8319271243051736, -0.4247162245395638] Predicted: 2.8453379236308973 Movie Vector: [1.83420266795555, 0.10167906756153915] User Vector: [1.9846901795123304, 0.08587085019580191] Predicted: 3.6490552903053217 Movie Vector: [0.7881420333167799, -0.8800681676409898] User Vector: [1.8386872895948274, -0.30602903978371104] Predicted: 1.7184731553423682 Movie Vector: [2.1244275552027347, -0.22140138126484607] User Vector: [1.7734635998284607, -0.4145571220132022] Predicted: 3.8593784590515203 Movie Vector: [2.026242872208037, -0.5243895062298239] User Vector: [1.4984783497837677, -1.3857563815128264] Predicted: 3.762957180063759 Movie Vector: [1.710779111564885, -0.6250963578317337] User Vector: [1.7276287081167871, -0.047361117494307624] Predicted: 2.9851963684345595 Movie Vector: [1.9230043813965736, -0.1795366875809578] User Vector: [2.026460781667529, -0.28019633116604525] Predicted: 3.9471984830448728 Movie Vector: [1.7817277558749245, -0.4275685512109561] User Vector: [1.9063423389176448, 0.16973902529968377] Predicted: 3.3240079883177445 Movie Vector: [1.7443122024695192, 0.024993692580493578] User Vector: [1.5982980725285925, -0.25577982104427366] Predicted: 2.781537948879662 Movie Vector: [2.006711999382208, -0.4260659482448092] User Vector: [2.2042231695940235, -0.7898229572868248] Predicted: 4.759757750982541 Movie Vector: [1.8337121859429002, 0.1085259550648337] User Vector: [1.8608253289386347, 0.043328062720836905] Predicted: 3.4169203009738682 Movie Vector: [1.5197390404739077, -1.0814130611603172] User Vector: [2.204791077305883, 0.084626180724807] Predicted: 3.2591912191183563 Movie Vector: [2.0231837964905517, -0.7320859982955588] User Vector: [1.8710637729256498, -0.2071055944486981] Predicted: 3.937125013448222 Movie Vector: [2.1134642727198525, -0.2881969428333618] User Vector: [1.831103061977631, -0.4158846046821846] Predicted: 3.9898275727985157 Movie Vector: [1.418544598046641, -1.0852971929773148] User Vector: [1.9336895853858862, 0.1057904617478477] Predicted: 2.628210824469485 Movie Vector: [1.954517667053318, 0.5351708308856404] User Vector: [2.0839595796991612, -0.4953989057556447] Predicted: 3.8080127719339325 Movie Vector: [2.0014165253305816, -0.17177704458955162] User Vector: [1.754537360506044, -0.30745619354378445] Predicted: 3.564373983894401 Movie Vector: [2.2242573035731, -0.48969551589950044] User Vector: [1.724367495233939, -0.40810373882269724] Predicted: 4.0352835662414375 Movie Vector: [2.0001597651630987, -0.6270616366151996] User Vector: [1.8976771888661026, 0.18368169134732765] Predicted: 3.6804778184452895 Movie Vector: [2.0285487538337525, -0.33279229809041216] User Vector: [1.8517688547037228, -0.19764102787305743] Predicted: 3.822176814460218 Movie Vector: [2.246755279060914, -0.057814705372702904] User Vector: [1.5960092663511023, -0.6741193940795999] Predicted: 3.6248162587592128 Movie Vector: [1.1637968568428816, 0.17758464466182933] User Vector: [1.3206100080676646, -0.5190123967839635] Predicted: 1.444753144446436 Movie Vector: [1.2445193788114055, -0.8568968749312574] User Vector: [1.3783763013326427, -1.1845145134058013] Predicted: 2.730422803151013 Movie Vector: [2.0236322391862402, -0.5383483168016274] User Vector: [1.8840949746921742, 0.21337819366281555] Predicted: 3.6978435410753185 Movie Vector: [1.5931149438825745, 0.02962695739657076] User Vector: [1.5254838704044709, -0.3939733966287094] Predicted: 2.41859891755589 Movie Vector: [1.8086180139900856, -0.3574539214262339] User Vector: [1.9900766047593117, -0.5709463993310768] Predicted: 3.803375425953001 Movie Vector: [1.9361723051582662, -0.3623687976343546] User Vector: [1.9755212009513892, -0.3736340039511634] Predicted: 3.9603427423021706 Movie Vector: [1.8254194629288618, -0.7059072500802289] User Vector: [2.3955805037946476, 0.4540246064580207] Predicted: 4.052440015226138 Movie Vector: [1.460136448110552, -0.6546505963669642] User Vector: [1.831917793293238, -0.1528796537420792] Predicted: 2.774932696424336 Movie Vector: [1.568071249107578, -0.9717897815804611] User Vector: [1.8502751432047218, -0.25011266595706155] Predicted: 3.14442018801865 Movie Vector: [2.0542954845886054, -0.2861057214714017] User Vector: [1.9373121814673355, -0.47418805235286376] Predicted: 4.115479581458383 Movie Vector: [1.6994268147066194, 0.08895947066693648] User Vector: [2.4925464392478793, -0.5145779054263073] Predicted: 4.190123677675724 Movie Vector: [2.1244237466041667, 0.11349415088586555] User Vector: [2.1226901302166583, 0.09600188504261345] Predicted: 4.520388971740913 Movie Vector: [2.232126950428065, -0.3066651926549036] User Vector: [1.5833881650490558, -0.007804809387720777] Predicted: 3.536716859569359 Movie Vector: [1.8129965942656068, -0.47187625872681677] User Vector: [2.096106826407446, -0.25092814557154675] Predicted: 3.918641572035148 Movie Vector: [1.988182999038033, -0.007312244763190533] User Vector: [1.7173254083773084, -0.2471151705688804] Predicted: 3.4161641473637094 Movie Vector: [2.3271838835598317, -0.09779480281507827] User Vector: [1.641830498794225, -0.34788246781480453] Predicted: 3.854862573673692 Movie Vector: [1.6288032221132038, 0.19882491620565232] User Vector: [1.6968073275758147, -0.7432623454805666] Predicted: 2.615986168901791 Movie Vector: [1.9642359926798432, -1.1205836310680861] User Vector: [2.1493881668034716, -0.6697724437491261] Predicted: 4.972441636481267 Movie Vector: [2.157082514176958, -0.1389057117483196] User Vector: [1.8048203297914223, -0.19338040149859861] Predicted: 3.9200080169325062 Movie Vector: [2.194246321791075, -0.49429590478852353] User Vector: [1.6273013803874565, -0.2021634813827503] Predicted: 3.670628649306 Movie Vector: [1.6165265321366944, -0.005017775063444117] User Vector: [1.9075045274457862, 0.04123674518734577] Predicted: 3.083324762075282 Movie Vector: [1.4403933766648493, -0.9446343244746791] User Vector: [2.5427135051354575, -0.511951822568457] Predicted: 4.146114955628912 Movie Vector: [1.85312118972557, -0.4271910146227727] User Vector: [1.5931463761963014, -0.1557693315180443] Predicted: 3.018836566842175 Movie Vector: [1.9663950581450136, -1.12125641906197] User Vector: [1.756566486062845, -0.7555816574134074] Predicted: 4.301304440997395 Movie Vector: [1.864120666969276, 0.3690374551517528] User Vector: [2.0444529589317133, 0.029433627363397795] Predicted: 3.8219691243291685 Movie Vector: [1.7273924522611204, 0.6318577705837294] User Vector: [1.825127630929012, 0.3103898544153317] Predicted: 3.3488339355026753 Movie Vector: [1.9525947009648907, -0.37019703746746585] User Vector: [1.6351294076799179, -0.188536963536536] Predicted: 3.2625408421820055 Movie Vector: [1.7907961718171068, -0.060908370274762924] User Vector: [1.927965579327865, 0.7174589807742628] Predicted: 3.4088941215975384 Movie Vector: [2.1188368529213975, -0.013824924802318454] User Vector: [2.030297484540275, -0.6883477923631055] Predicted: 4.311385489104808 Movie Vector: [1.4506987077921232, -0.584196128744704] User Vector: [1.756603042018774, -0.7605859981876428] Predicted: 2.9926331588789954 Movie Vector: [2.276024870762784, -0.08695487528548453] User Vector: [1.140138453594027, -0.5400124496799891] Predicted: 2.6419401917075582 Movie Vector: [1.918820883592907, -0.4408089381519181] User Vector: [1.7707337556745606, -0.6811448399792885] Predicted: 3.697975643310176 Movie Vector: [1.7777177338713535, -0.6841820290823452] User Vector: [1.9556526474072524, -0.16755779820948352] Predicted: 3.5912384269558686 Movie Vector: [1.2813966834488584, -0.1507810391594223] User Vector: [2.0750160943327116, -0.5801269377101372] Predicted: 2.746390883893248 Movie Vector: [2.008815908835157, -0.35526962536699214] User Vector: [2.1575811487317966, -0.7067597332074119] Predicted: 4.585273601816339 Movie Vector: [1.407741729402589, -0.23294016121183347] User Vector: [1.919284639637308, -0.35719745935924085] Predicted: 2.7850627115864475 Movie Vector: [1.9513883426408318, -0.30217530342687826] User Vector: [1.9472174869970327, -0.5169300734514377] Predicted: 3.9559810065080514 Movie Vector: [1.8593472914457807, -0.9424996629991507] User Vector: [1.6742548280499794, 0.30560536831517343] Predicted: 2.8249882230769683 Movie Vector:
avg loss: 1.0508782030048909: 36%|████████████████ | 24928/70000 [00:46<01:11, 626.84it/s]
[2.1265446234015912, -0.053713849554701494] User Vector: [1.55102830663673, -0.2054947513155994] Predicted: 3.30936882037846 Movie Vector: [1.5568228124204104, -0.2610512685966152] User Vector: [1.6775766649057424, -0.3837686423281121] Predicted: 2.711872912436765 Movie Vector: [1.2855843042486441, -0.49988081986082206] User Vector: [1.335765704575826, -0.5474863325140829] Predicted: 1.9909173407160474 Movie Vector: [1.7925509110820186, -0.3160224857059699] User Vector: [2.402798399315462, -0.15036559612632083] Predicted: 4.354657369291847 Movie Vector: [2.1141432182164905, -0.2883511465946537] User Vector: [1.6768925693410355, -0.019371889818006454] Predicted: 3.5507769597907037 Movie Vector: [1.9375987821328997, -0.4190347649100117] User Vector: [0.9441284612657884, -0.10823633890824096] Predicted: 1.8746969455547353 Movie Vector: [1.2504584772266403, -0.9688446811596955] User Vector: [1.6977991065180975, -0.1575928871376178] Predicted: 2.275710315865252 Movie Vector: [1.3107088400867568, -0.5827923420894936] User Vector: [1.9419357647894735, -0.6326890761713893] Predicted: 2.914038722306562 Movie Vector: [1.8950276572767963, -0.6355700541635952] User Vector: [1.9613409076059827, -0.3769132968621443] Predicted: 3.956350069763363 Movie Vector: [2.0104961792442806, 0.038454996828488616] User Vector: [2.197304838131859, -0.17030965049903243] Predicted: 4.411123724629273 Movie Vector: [2.163743468168585, -0.15291341235322248] User Vector: [1.9024124905732362, -0.06280535270774903] Predicted: 4.125936381036759 Movie Vector: [1.6078267737566625, 0.21568489283479306] User Vector: [1.6212185546218307, -0.2727786419405475] Predicted: 2.5478043660774903 Movie Vector: [2.034352586661747, 0.17253971528767303] User Vector: [1.9087036010687346, 0.4648537688244885] Predicted: 3.96318184492815 Movie Vector: [2.0513943199562488, -0.5897074922353869] User Vector: [1.5072142957947225, -0.38317830960768445] Predicted: 3.317853965387893 Movie Vector: [2.266441350249039, -0.25642484036027746] User Vector: [1.8521125929462978, -0.16332197075422653] Predicted: 4.239584376248435 Movie Vector: [1.5027140101854688, 0.23215001749160655] User Vector: [2.0766694364617715, -0.23181243585923195] Predicted: 3.066824995655574 Movie Vector: [2.4020826545806733, -0.30266027516930266] User Vector: [1.5135969036451373, -0.5044507973370767] Predicted: 3.788462085404413 Movie Vector: [2.150521747241167, -0.5663211701645827] User Vector: [1.7196061816656945, -0.7404793326571243] Predicted: 4.117399612515493 Movie Vector: [1.8776973139910567, -0.194936016104493] User Vector: [2.5317861977206064, -0.5930237024759581] Predicted: 4.869529821075813 Movie Vector: [1.6130156711531185, -0.4267116367614518] User Vector: [1.5023488013855284, -1.0860774712327785] Predicted: 2.886754055572439 Movie Vector: [1.9033138811317638, -0.5833610189022838] User Vector: [1.7462258228063736, -0.6380128342938528] Predicted: 3.6958076652245024 Movie Vector: [1.3873025298125847, -1.7134823688797056] User Vector: [2.2050411702230375, -0.8584439706000876] Predicted: 4.52998780208566 Movie Vector: [2.312338385240971, -0.26613319267909663] User Vector: [1.92866517775602, -0.4729837673539668] Predicted: 4.585603202894145 Movie Vector: [1.7887530360256576, -0.2690589201986717] User Vector: [1.9012073475302356, 0.1306419056960344] Predicted: 3.3656400449297244 Movie Vector: [1.850235094798248, -0.19045864045019237] User Vector: [1.909083531288709, -0.7667092291864599] Predicted: 3.6782797459032066 Movie Vector: [1.981072641958231, -0.398004598571999] User Vector: [1.9278577681939983, -0.03513748924092211] Predicted: 3.8332111644559443 Movie Vector: [2.049032755158739, -0.24778887532976102] User Vector: [1.7453994083949396, -0.2844592451642011] Predicted: 3.646866395072306 Movie Vector: [1.889237755346325, -0.6850035083119193] User Vector: [2.067465794239307, 0.6399403499859848] Predicted: 3.467573051513219 Movie Vector: [1.9613111597585895, -0.3650549379647054] User Vector: [1.7625652957133924, -0.010297605995708545] Predicted: 3.460698176203823 Movie Vector: [1.873910899977184, -0.23746473439762433] User Vector: [1.793896105964107, -0.15111210934315322] Predicted: 3.3974852633022024 Movie Vector: [1.7117113268349458, -0.6251219135293948] User Vector: [1.9397505397213042, 0.3750757311226065] Predicted: 3.085824911317355 Movie Vector: [0.770460603100429, 0.09348216134003663] User Vector: [1.4213303532920691, -0.7351753268367861] Predicted: 1.0263532626857828 Movie Vector: [2.1645764983856006, -0.33327524281334536] User Vector: [1.8343776608671647, 0.13452059197588173] Predicted: 3.9258183909224593 Movie Vector: [1.8163571302282742, 0.16792253049256478] User Vector: [2.032786078229001, 0.09527254365243604] Predicted: 3.7082638940365964 Movie Vector: [1.8595906950688295, 0.10277752186716133] User Vector: [1.9921854755036394, -0.36015885462838837] Predicted: 3.667633338540618 Movie Vector: [1.8351631191227067, -0.1395267186007878] User Vector: [2.017168433820295, -0.48815381675754427] Predicted: 3.769943615030148 Movie Vector: [2.175359377556, 0.038049951277100695] User Vector: [2.0301618253084985, -0.2805418702206207] Predicted: 4.405656960147967 Movie Vector: [2.1830078309841148, -0.42865288169682514] User Vector: [1.9201227483521777, -0.4846624745468261] Predicted: 4.399394962468356 Movie Vector: [2.169536508189948, -0.33291150994125424] User Vector: [2.0865441820743142, 0.5114306339042358] Predicted: 4.356572634398287 Movie Vector: [2.055970004986568, -0.14274795797011122] User Vector: [1.9385587832347346, -0.12885840955302547] Predicted: 4.004012986064843 Movie Vector: [1.453336027860263, -0.754918553387242] User Vector: [2.4102033972991985, -0.3705414189099276] Predicted: 3.782564023699667 Movie Vector: [2.3149125697292092, -0.26989231514618284] User Vector: [1.2102685432698643, -0.05144478773312734] Predicted: 2.815550416426766 Movie Vector: [1.428272040558253, -1.319154808774828] User Vector: [1.4261593471128537, -0.10015745260006723] Predicted: 2.169066706094117 Movie Vector: [1.8084891523450728, -0.2299904513708155] User Vector: [1.687615907534002, -0.19848800291168994] Predicted: 3.0976854074815794 Movie Vector: [1.240529342148453, -1.1984747186844635] User Vector: [1.8496492571868548, -0.3336621394163104] Predicted: 2.6944298148960026 Movie Vector: [2.0564581790147773, -1.1767896730368905] User Vector: [1.8991768315131936, -0.28041878950039634] Predicted: 4.235571664170249 Movie Vector: [1.9383145157618054, -0.44830751715723055] User Vector: [2.161431459554697, -0.04315616896792991] Predicted: 4.208881207839125 Movie Vector: [1.6861163289617749, 0.15725565961969384] User Vector: [1.8841246651987258, -0.056270094365393014] Predicted: 3.1680045729849162 Movie Vector: [1.3499577006771033, -0.7704284769271529] User Vector: [1.9069809516293632, -0.10872717709554788] Predicted: 2.6581101341469213 Movie Vector: [2.070759460982592, -0.5879104674933384] User Vector: [1.7435883222198265, -0.4697323068231961] Predicted: 3.8867125543966194 Movie Vector: [1.6423821036288693, -0.5065197723936177] User Vector: [1.969122041520412, 0.09671783489761233] Predicted: 3.185061305135526 Movie Vector: [2.1113423117414007, -0.2901513647553218] User Vector: [1.9365314336813417, -0.3096714568580617] Predicted: 4.178532349781788 Movie Vector: [1.8909058742940577, -0.08398797290442374] User Vector: [2.121932640219998, -0.13046333745371566] Predicted: 4.023332245499377 Movie Vector: [1.3168110930944745, -0.6698725267707948] User Vector: [1.6841825274572928, -0.32391999048961995] Predicted: 2.434735337452506 Movie Vector: [1.7563383327246378, -0.030965613402510885] User Vector: [1.6657398656933375, -1.2119022661096988] Predicted: 2.9631300755187784 Movie Vector: [2.097796560058327, 0.11700113235716242] User Vector: [2.0417756163678087, -0.3881864851016077] Predicted: 4.237811606104724 Movie Vector: [1.9513870592666671, -0.44181055340003916] User Vector: [1.7608728104701707, -0.5359720074004336] Predicted: 3.672942504562533 Movie Vector: [1.8471933125396764, -0.18722076010891056] User Vector: [1.376586429292114, -0.6865964944158376] Predicted: 2.671366363893912 Movie Vector: [2.202934968421328, 0.08262701860021254] User Vector: [1.566277017377122, -0.5027327584609529] Predicted: 3.408867102830433
avg loss: 1.050740677903194: 36%|████████████████▍ | 24992/70000 [00:46<01:22, 545.61it/s]
Movie Vector: [1.3515118163349529, -0.6765465408748413] User Vector: [2.2295989026413086, -0.5009351823376197] Predicted: 3.352235227420197 Movie Vector: [1.7505642022138357, 0.6180376711623644] User Vector: [1.7739342658471144, -0.0761514675388324] Predicted: 3.0583213472191435 Movie Vector: [1.920106275743395, -0.012934256064569653] User Vector: [1.7324840944244215, -0.18872229677019373] Predicted: 3.3289945648414636 Movie Vector: [2.198160466281444, -0.23863686521692806] User Vector: [1.489000593676538, -0.17381295005683925] Predicted: 3.3145404168250363 Movie Vector: [1.392360339161731, 0.8915002205192071] User Vector: [2.0040283748465355, -0.31724262947419923] Predicted: 2.507507753556713 Movie Vector: [1.9549424889967184, 0.173874394426168] User Vector: [1.3145542415865012, -0.22343247540844288] Predicted: 2.5310287546115253 Movie Vector: [1.8329311507452064, -0.3826073226014327] User Vector: [1.7133653571260343, -0.303922493801158] Predicted: 3.256763707315605 Movie Vector: [1.9819193695856037, 0.18761667324808112] User Vector: [2.028488689056828, -0.7145182293635474] Predicted: 3.8862454906587383 Movie Vector: [1.481509102376158, -1.0567627320615767] User Vector: [1.929017080686801, -0.6876869609426532] Predicted: 3.58457831532546 Movie Vector: [1.9293304473041721, -0.310629074038544] User Vector: [1.7791723993329787, 0.4736181385248656] Predicted: 3.2854919172184953 Movie Vector: [1.8688346216979073, -0.5025204317696363] User Vector: [2.379530795543176, -0.19933088200707305] Predicted: 4.547117374998669 Movie Vector: [2.115380246155937, -0.16817510703791602] User Vector: [1.9162574503721221, -0.05117536133991967] Predicted: 4.062219578937373 Movie Vector: [2.1424175421313785, -0.3395586109810096] User Vector: [1.9664230795235655, -0.6491356485884098] Predicted: 4.43331889999623 Movie Vector: [2.09219326714367, 0.00864724374107899] User Vector: [1.9857154394569785, -0.4292484529487932] Predicted: 4.150788656896994 Movie Vector: [1.7263647647221225, -0.2507961055652268] User Vector: [1.9610628742213838, -0.3330143546572503] Predicted: 3.4690285507058443 Movie Vector: [1.8501968717253205, -1.1239711725219865] User Vector: [1.6418796584559177, -0.5090309502213474] Predicted: 3.6099367217948455 Movie Vector: [1.3777499313859927, -0.5349145842198484] User Vector: [2.203712401549639, -0.619850757998969] Predicted: 3.367731820522853 Movie Vector: [2.307320461321549, -0.8223951186676223] User Vector: [1.8199493812584688, -0.2825377431239868] Predicted: 4.431564106731692 Movie Vector: [1.8806257690659478, -0.684088548339572] User Vector: [2.172353568379596, -0.2180817314136564] Predicted: 4.234571315279183 Movie Vector: [2.333640938944983, -0.06660238238821913] User Vector: [1.8826043142840407, -0.3924760201537963] Predicted: 4.419462337620174 Movie Vector: [2.0006421584747063, -0.44955198052820644] User Vector: [1.8952822142208285, -0.35475798573960793] Predicted: 3.9512636550749174 Movie Vector: [1.561287443181619, -0.5723657920990189] User Vector: [1.9112813011108662, -0.24218112668483854] Predicted: 3.122675688218623 Movie Vector: [1.641203179355028, 0.11029315195872073] User Vector: [2.0995076132035346, -0.6975234878815184] Predicted: 3.368786505826034 Movie Vector: [2.1482262048868406, -0.5124218603463212] User Vector: [1.9402056442143452, -0.23285767453962547] Predicted: 4.287321970554123 Movie Vector: [2.107970371973558, -0.00818087777266735] User Vector: [2.1122479261234672, 0.36249894799021337] Predicted: 4.449590486944634 Movie Vector: [1.808170986284819, -0.2854825960821356] User Vector: [1.6626109420549826, -0.1782554262231217] Predicted: 3.0571736887473944 Movie Vector: [1.844011228818768, -0.40912764805375096] User Vector: [1.904299959288068, -0.2396217765409746] Predicted: 3.609586401824991 Movie Vector: [1.3852260406596906, -0.6078321567030006] User Vector: [1.7739161004109232, -0.7326279146444172] Predicted: 2.902589581653839 Movie Vector: [2.16732961977863, -0.4721469776062204] User Vector: [1.6800309451954334, -0.3122615344875239] Predicted: 3.788614169397716 Movie Vector: [1.9081593673556347, -0.6902258933125334] User Vector: [1.58189988663944, -0.6642410004564034] Predicted: 3.476993424824696 Movie Vector: [1.9627877495099444, -0.3401921625221592] User Vector: [1.9312962262185056, -0.17926476732206933] Predicted: 3.8517090423557954 Movie Vector: [1.7582857837460675, -0.33030365259202266] User Vector: [2.1513612464745795, -0.6708980726401945] Predicted: 4.004307979288477 Movie Vector: [1.9293609860144874, -0.6725842100831911] User Vector: [2.1069754540574785, 0.7356294592202995] Predicted: 3.5703434808050485 Movie Vector: [1.8929929521020672, -0.2074484804807098] User Vector: [1.8256700539702426, -0.1458976520716897] Predicted: 3.4862467912574453 Movie Vector: [1.9653231798311104, -0.16545223049934182] User Vector: [1.873799282195889, -0.057233091334847004] Predicted: 3.6920905062702 Movie Vector: [1.805692128556773, -0.6204020802215476] User Vector: [1.8855893955992997, -0.3900396351418962] Predicted: 3.6467753303346644 Movie Vector: [2.0525610590968775, -0.48149459000479067] User Vector: [1.785380618616972, 0.19139135517811734] Predicted: 3.5724488313475415 Movie Vector: [0.9416860780254754, -0.6451179907410671] User Vector: [1.9232939512101752, 0.08892617439114046] Predicted: 1.7537712628577278 Movie Vector: [2.015387593186025, 0.44972213655468923] User Vector: [1.7853025966396343, -0.1765241848825405] Predicted: 3.5186898697713618 Movie Vector: [1.871110513456334, -0.41253760387303834] User Vector: [2.084170492726836, -0.28129317862916825] Predicted: 4.015757334674158 Movie Vector: [2.0965591418382075, -0.13242083685538808] User Vector: [1.5693160521643463, -0.3448352071064819] Predicted: 3.335827282300847 Movie Vector: [2.3631287795663996, -0.2340712309270407] User Vector: [2.148864712254121, -0.16158203203745725] Predicted: 5.115865750057083 Movie Vector: [1.0712192007856824, -0.3785283118041425] User Vector: [1.9503484745920514, -0.5174149114028985] Predicted: 2.2851069271217015 Movie Vector: [2.2461577696283643, -0.9151622639496422] User Vector: [1.9588823037815228, -0.49204280772841635] Predicted: 4.8502577163072536 Movie Vector: [1.8639937711096726, -0.2365185961232897] User Vector: [1.7318261324140263, -0.25740554990179676] Predicted: 3.288994322761816 Movie Vector: [1.4043005975114131, -0.20374357473606555] User Vector: [1.900108720661851, -0.43937849144952235] Predicted: 2.7578443562721495 Movie Vector: [2.0015093351713733, 0.25677878717439645] User Vector: [2.0313888641794877, -0.1617289515176435] Predicted: 4.02431521099673 Movie Vector: [1.85902577108306, -0.56717961656093] User Vector: [2.0278567806571326, -0.6274231030399875] Predicted: 4.125699610310827 Movie Vector: [2.232014843835227, -0.5906903914185928] User Vector: [1.6958004797629787, -0.2271309841107924] Predicted: 3.919215932921562 Movie Vector: [1.8556655523000956, -0.6324765738159819] User Vector: [1.8259249491451897, -0.9255428543242119] Predicted: 3.973690202636874 Movie Vector: [1.8837255535628414, 0.09841428204902938] User Vector: [1.8613171259207901, -0.4337503957296583] Predicted: 3.463523399596921 Movie Vector: [1.6697212456442463, -0.5791424730827427] User Vector: [1.5664555406787457, -0.8958286831524968] Predicted: 3.1343565356478402 Movie Vector: [1.9269045388076649, -0.1800759577249665] User Vector: [2.121260367753959, -0.32499299236827833] Predicted: 4.145989654972541 Movie Vector: [2.3414704161481903, -0.27327750050820376] User Vector: [2.1863263270392617, -0.3994669685580948] Predicted: 5.22838374951151 Movie Vector: [2.1712807401915164, -0.25284200100548154] User Vector: [1.65289314434296, -0.6420378804279662] Predicted: 3.7512291923151904 Movie Vector: [2.1642369676072706, -0.3635436297322527] User Vector: [2.052326096057203, 0.19646129424875508] Predicted: 4.3702977546590205 Movie Vector: [1.4665759408137147, -0.2574468037851501] User Vector: [2.5350421282635094, -0.5069208039407522] Predicted: 3.848336935007203 Movie Vector: [1.9115634434649507, -0.2698224311380267] User Vector: [1.5639189966431766, -0.4917375616148329] Predicted: 3.1222122068802807 Movie Vector: [2.173590854929679, -0.35149377680193267] User Vector: [2.0843564667907604, -0.3993427086248692] Predicted: 4.670904631522803 Movie Vector: [1.5168337587642915, -0.4380790913736672] User Vector: [2.135410106793303, -0.3295870014082238] Predicted: 3.383447312896029 Movie Vector: [1.1304593356886068, 0.08455936245454085] User Vector: [1.941224298695475, 0.31570931258608825] Predicted: 2.2211713093191094 Movie Vector: [1.9417583666310296, -0.45874849318903577] User Vector: [2.1812720888668564, -0.014456814491010786] Predicted: 4.242135370320026 Movie Vector: [1.5001648686059217, -0.7668740556065723] User Vector: [2.070502427926816, -1.3266435318388825] Predicted: 4.123463508344584 Movie Vector: [1.7725725056829833, -0.5663143812840177] User Vector: [1.9106361352026964, -0.32900932011287376] Predicted: 3.573063791181092 Movie Vector: [1.9640559524599999, -0.4549240940432325] User Vector: [1.7320698839522302, -0.1796528565434356] Predicted: 3.48361057865838 Movie Vector: [1.9074974141802263, -0.4155838977907648] User Vector: [1.9034516178447431, 0.4876386226481888] Predicted: 3.428174279542562
avg loss: 1.0505944288574882: 36%|████████████████ | 25054/70000 [00:46<01:23, 539.55it/s]
Movie Vector: [2.250267127839269, -0.2549985740039872] User Vector: [1.8234616195554902, -0.38037533464515916] Predicted: 4.20027090928308 Movie Vector: [1.6664850948944159, 0.6904112154423974] User Vector: [2.3467318477694685, -0.8601001550564767] Predicted: 3.316970852567114 Movie Vector: [1.7448362240207431, -0.4760276343590674] User Vector: [1.829490776618346, -0.43541314713785445] Predicted: 3.399430468956401 Movie Vector: [1.9519078934297547, 0.3703013123119851] User Vector: [1.7443695220158506, 0.03189240003382611] Predicted: 3.4166584366663315 Movie Vector: [1.915371013673155, -0.09417897152874907] User Vector: [2.1326657247226235, -0.5266752925478295] Predicted: 4.134447848369723 Movie Vector: [1.5763569699088047, -0.9341800334430471] User Vector: [2.067730149464934, -0.7886103841203438] Predicted: 3.9961849080107 Movie Vector: [1.8568298095453017, 0.1628142154198396] User Vector: [1.9305413005856384, -0.24544389848853349] Predicted: 3.544724879723773 Movie Vector: [1.8338764916552175, -0.4207595754888165] User Vector: [2.0023839155932284, 1.2168270861076371] Predicted: 3.160133141881004 Movie Vector: [2.1810890771651605, -0.23664410005855901] User Vector: [1.3512684919578708, -0.439516394141986] Predicted: 3.051245909679464 Movie Vector: [1.814750220430295, -0.6450079654050865] User Vector: [2.2893085615096562, -0.7705859494346292] Predicted: 4.651557292047187 Movie Vector: [1.4908471006573554, -0.7609038348459435] User Vector: [1.9285910359885388, 0.1551005704702984] Predicted: 2.757217735499635 Movie Vector: [2.1849100493030464, -0.43130811905615485] User Vector: [2.0772773347536932, -0.15239069647130532] Predicted: 4.604391468549489 Movie Vector: [1.895615723693212, -0.4817667207370649] User Vector: [1.4567646594380133, -0.537693011470482] Predicted: 3.020508593050656 Movie Vector:
avg loss: 1.0267161780686525: 83%|█████████████████████████████████████▎ | 58138/70000 [01:34<00:19, 618.61it/s]
[1.9698527143199285, -0.5125431296118093] User Vector: [1.9628648323493127, -0.25320649829583614] Predicted: 3.99633386892102 Movie Vector: [1.2593772671705723, -0.9617297082041402] User Vector: [1.4873562438007113, -0.5803418493502961] Predicted: 2.4312746390611384 Movie Vector: [1.654058631428332, -0.9092951253246419] User Vector: [2.1162386619290063, 0.06318077851489252] Predicted: 3.442932851008209 Movie Vector: [0.7223027524314112, 0.9709062526494286] User Vector: [1.8724392252009263, 0.1982787496463616] Predicted: 1.5449780839223313 Movie Vector: [1.8623022498550668, -0.36143091552910067] User Vector: [1.5995000532219443, -0.16642112433276873] Predicted: 3.038902287089501 Movie Vector: [1.358108618448306, -0.18733147111955634] User Vector: [1.9917532354978411, -0.49029337090409786] Predicted: 2.7968646134035473 Movie Vector: [2.1584330422139932, -0.39630673548857936] User Vector: [1.8453627502098346, -0.17514178383224838] Predicted: 4.0525018035219995 Movie Vector: [1.6832605301539307, -0.1678535675594542] User Vector: [1.970158054212339, -0.5935681343601239] Predicted: 3.4159218197624543 Movie Vector: [1.9828939113831425, -0.22895618649945843] User Vector: [1.8538674892987697, -0.6874756917985224] Predicted: 3.8334243697469503 Movie Vector: [1.7587714429892818, -1.201840728569252] User Vector: [1.9383701742575088, -0.6265314369007745] Predicted: 4.162141107022632 Movie Vector: [1.5101493116251767, -0.6526764498834018] User Vector: [1.3351558091322104, -0.6815047854244871] Predicted: 2.4610867500027673 Movie Vector: [1.969160810674304, -0.1394481278501584] User Vector: [1.7729343013968266, -0.7751951598249632] Predicted: 3.5992922599669512 Movie Vector: [2.0072746340094834, -0.1457201735022576] User Vector: [2.173337240430877, -0.13951178553773758] Predicted: 4.3828143954592385 Movie Vector: [1.7299978658403155, -0.900592844731993] User Vector: [2.0874439958569058, 0.39555448275631505] Predicted: 3.2550401210216253 Movie Vector: [1.860972367923452, -0.8554579710987127] User Vector: [1.6143122151345488, -0.0010225785975001515] Predicted: 3.005065198579001 Movie Vector: [0.6553755032427603, -1.9543851052876375] User Vector: [1.751699011264525, -0.152285492032562] Predicted: 1.445645118417172 Movie Vector: [1.414878980283487, -0.17783340414359505] User Vector: [2.4324606244961062, -1.7076794977027159] Predicted: 3.745319866229483 Movie Vector: [1.8520755506406505, -0.5031140948421259] User Vector: [2.236736244181195, -0.5009675207658515] Predicted: 4.394648331835202 Movie Vector: [1.7751220652118755, 0.05361580745919965] User Vector: [1.9724831431614376, -0.5126711163900554] Predicted: 3.4739110748180804 Movie Vector: [1.6508908006250491, 0.13092991628842093] User Vector: [1.6909905845867428, -0.06533530282912985] Predicted: 2.783086454307731 Movie Vector: [2.1656058760669947, -0.13497191322551602] User Vector: [2.0929554351754183, -0.7985663955729538] Predicted: 4.640300623010326 Movie Vector: [1.510103484303283, -0.684345112383441] User Vector: [2.120357778937745, -0.5713489990424603] Predicted: 3.592959564903338 Movie Vector: [1.7473155912291831, -1.19813790061642] User Vector: [1.9642736859835794, -0.5818755164439146] Predicted: 4.129373146652532 Movie Vector: [1.2153099086192864, 0.04890279708560279] User Vector: [1.9369717499150427, -0.5055323587924286] Predicted: 2.3292990140251577 Movie Vector: [2.1080684153853624, -0.337853586321883] User Vector: [1.70404335062256, -0.06430010561090388] Predicted: 3.6139639871763833 Movie Vector: [2.1185127255970526, -0.48404671682194533] User Vector: [1.9705941076925453, -0.1271438752484887] Predicted: 4.236272269511275 Movie Vector: [1.0974278730130616, -0.8158377187504822] User Vector: [1.1210168205257807, -0.10410039871776729] Predicted: 1.3151641367723912 Movie Vector: [1.6238154551480082, -0.3672551178159865] User Vector: [1.4228446896927927, -0.3288576664460368] Predicted: 2.431211858433758 Movie Vector: [2.1992277151994246, -0.9646013546653017] User Vector: [1.5500982851985414, 0.2380199324073326] Predicted: 3.1794247608542774 Movie Vector: [2.3203785665408523, -0.6167245150316606] User Vector: [1.0698473538954076, 0.03747194915703614] Predicted: 2.4593409997781857 Movie Vector: [2.3466177655039564, -0.2947112462068992] User Vector: [1.5817398215855052, -0.6647516071382769] Predicted: 3.9076485402953653 Movie Vector: [1.7167012532241093, -0.10370907651287409] User Vector: [2.2007029727887644, -0.3402776103365196] Predicted: 3.8132394280865025 Movie Vector: [1.5113309312253853, 0.1265708695241761] User Vector: [1.7028333497380086, -0.2664063392451986] Predicted: 2.5398254301761694 Movie Vector: [1.7648500129781244, 0.24387073582109406] User Vector: [2.3173585054486896, -0.48847669454071135] Predicted: 3.9706650174869877 Movie Vector: [1.9246060597947936, -0.44318234297287534] User Vector: [1.5890280127437961, -0.18088476937241293] Predicted: 3.1384178784089625 Movie Vector: [1.7415700351420265, -0.3255730341651087] User Vector: [2.1008240749397684, -0.2655626363126084] Predicted: 3.7451922912852487 Movie Vector: [1.7910952059399015, -0.3118102855937053] User Vector: [2.171866289484606, 1.0164427450105133] Predicted: 3.5730819964269824 Movie Vector: [2.3163872596487884, -0.1592641238524312] User Vector: [1.9507039384925078, -0.5245306627229732] Predicted: 4.602124666903069 Movie Vector: [1.4146468399586891, -0.13477738858789073] User Vector: [2.021378190965056, -0.08874780399379778] Predicted: 2.871497467475322 Movie Vector: [1.4951177495066392, -0.21707373402078714] User Vector: [1.7801488462179673, 0.16162646442726306] Predicted: 2.626447276594444 Movie Vector: [2.280431478576364, -0.18476370229468722] User Vector: [1.5353086036555752, -0.13822621459610798] Predicted: 3.526705256268253 Movie Vector: [1.5544023394763142, -0.08063144248708572] User Vector: [2.0065227797248917, -0.5116429828122389] Predicted: 3.160198214759435 Movie Vector: [1.2608094976511943, -0.4009639526007872] User Vector: [1.6076024656530779, 0.15267202169834346] Predicted: 1.9656644798711576 Movie Vector: [2.3446774525443175, -0.16687115910531536] User Vector: [2.0271153364393526, -0.550324849554325] Predicted: 4.844764968585727 Movie Vector: [2.3228585237800012, -0.3639756194608521] User Vector: [1.9673824984694122, -0.062170195254193795] Predicted: 4.5925796414349165 Movie Vector: [1.3484092160788244, -0.44702163579011805] User Vector: [1.9203424641742692, -0.45825690458227664] Predicted: 2.7942582278185895 Movie Vector: [1.558658820983767, 0.005035971819083234] User Vector: [1.650348679746696, -0.6988855693056152] Predicted: 2.5688109593543147 Movie Vector: [1.8122588831276012, -0.27545734775959935] User Vector: [1.8848575668845873, -0.2345335159777651] Predicted: 3.480453849288839 Movie Vector: [2.2249200698178346, -0.16828604103272862] User Vector: [2.3192455891722874, -0.48821593329026763] Predicted: 5.242295984768429 Movie Vector: [1.2197049963246827, -1.472957033286589] User Vector: [2.2442712916934457, -0.3255820025773081] Predicted: 3.216917208194323 Movie Vector: [1.6811240983139126, -0.770546059907207] User Vector: [1.7140092613254332, -0.058649831151078836] Predicted: 2.9266546702551013 Movie Vector: [1.27419910379243, 0.998086435741611] User Vector: [1.5267910525812867, -0.042170679559660654] Predicted: 1.903345807622873 Movie Vector: [2.042812456903346, 0.7389362229878274] User Vector: [1.7568082586689184, -0.3142493871989215] Predicted: 3.3566195399465317 Movie Vector: [2.154315946961099, -0.5978409193434469] User Vector: [1.6999797947725548, -0.026164735934582795] Predicted: 3.6779359311756803 Movie Vector: [1.9420882285874101, -0.05158197639880368] User Vector: [1.4893722187318257, -0.45904496296032554] Predicted: 2.9161707004296016 Movie Vector: [1.1339816858453549, -0.7795668275552184] User Vector: [1.7864579311440543, -0.11699997644865817] Predicted: 2.1170198769146555 Movie Vector: [2.2384802913314434, 0.11973480578085459] User Vector: [2.088514135327752, -0.662094370129286] Predicted: 4.595821989282277 Movie Vector: [1.985554116759688, -0.8058527888955431] User Vector: [1.7410532458873254, -0.12053892051037461] Predicted: 3.5540920651331396 Movie Vector: [1.4076043323363383, 0.06073420086300481] User Vector: [1.7744441245585645, -0.4457669829326107] Predicted: 2.4706419357378713 Movie Vector: [1.2424964285388909, -2.4481617248552214] User Vector: [1.8419268952000112, -0.3974529286347556] Predicted: 3.261616636230964 Movie Vector: [1.270438153732305, -0.5910748961605672] User Vector: [1.7269688919147799, -0.10478677599831858] Predicted: 2.2559440033395446 Movie Vector: [1.9207076193446972, -0.3989067761732354] User Vector: [2.028045946688933, 0.27720751814197386] Predicted: 3.7847033447935647 Movie Vector: [1.6407463967757723, -0.2357859387724243] User Vector: [1.6418476283561425, -0.2036101317791749] Predicted: 2.741863986345318 Movie Vector: [1.98851824891242, 0.5812551665913934] User Vector: [2.1009438382060583, -0.6453834289898439] Predicted: 3.802632709680034 Movie Vector: [1.9382281188488277, -0.5343558236964011] User Vector: [2.003052775549848, -0.3996169443124645] Predicted: 4.095910854550032 Movie Vector: [1.8791145696503953, -0.42216121665259343] User Vector: [2.1273826418598487, -0.2730776036227013] Predicted: 4.112878490926125 Movie Vector: [2.3272035925098136, -0.21320231009140997] User Vector: [1.5442504150390077, 0.15493922200305582] Predicted: 3.560751713558732 Movie Vector: [2.269615555572391, -0.17234964375654288] User Vector: [2.14532856377998, -0.13747846675216374] Predicted: 4.892765444937751 Movie Vector: [1.9985935496555223, -0.6065851832343768] User Vector: [1.8698374755452118, -0.3265964173722009] Predicted: 3.9351536652042336 Movie Vector: [1.7389968811738532, 0.24157337781001234] User Vector: [1.8791752125110073, -0.269986207588363] Predicted: 3.202658353606618 Movie Vector: [1.643343572084963, -0.6360064409435269] User Vector: [1.7452085488649334, -0.23923150538350446] Predicted: 3.0201300290254394 Movie Vector: [1.982458179041569, -0.04845566306276951] User Vector: [1.5800278205176443, -0.044424521260907374] Predicted: 3.1344916955323714 Movie Vector: [1.380015679642842, -0.38964308864813574] User Vector: [1.3684641209748298, -0.40927251092977107] Predicted: 2.047972149231378 Movie Vector: [2.0380706257219225, -0.4891153292955118] User Vector: [1.389176960749911, -1.3389109349303432] Predicted: 3.4861226204698657 Movie Vector: [2.2597293614827203, -0.2655795563297072] User Vector: [1.8359723766140006, -0.05169642017384828] Predicted: 4.162530198639472 Movie Vector: [1.4850950833104937, -0.9640705140234427] User Vector: [2.2776024177113734, -0.5120687676335535] Predicted: 3.8761265523070847 Movie Vector: [1.8447174442749277, -0.5885577767300573] User Vector: [2.216150984194175, -0.3809328051653514] Predicted: 4.312373344581707 Movie Vector: [2.2393521130114746, -0.22201670946131155] User Vector: [1.9291812879767054, -0.8575127416724552] Predicted: 4.5104983508401 Movie Vector: [1.7342327021028605, -0.12069026269597966] User Vector: [1.9287430362675138, -0.16872118393983906] Predicted: 3.3652522514603618 Movie Vector: [2.1590678534890975, -0.36265362618675817] User Vector: [1.658705714905464, 0.2428821643251391] Predicted: 3.4931760898224393 Movie Vector: [1.883420674714486, 0.21697325574237647] User Vector: [1.7495924444755306, -0.42964039749962607] Predicted: 3.201998106405528 Movie Vector: [2.1956270845010692, 0.04754772972131485] User Vector: [2.277005832386531, -0.18062441711890154] Predicted: 4.990867396188531 Movie Vector: [1.9826784831800974, -0.3712577968764593] User Vector: [1.8298846996304277, -0.563170751747379] Predicted: 3.837154553216716 Movie Vector: [1.8924191250111324, -0.09807283491230369] User Vector: [1.9899317284099263, -0.3617051246243855] Predicted: 3.8012583072836246 Movie Vector: [1.6193771660072653, 1.0248754400978672] User Vector: [1.4074122619166651, -0.4793147741602895] Predicted: 1.7878933399935477 Movie Vector: [1.3959431980117822, -0.5483785283113283] User Vector: [1.956597173085183, -0.3009465911178717] Predicted: 2.8963311637548723 Movie Vector: [1.8621718491425256, 0.5576331636329108] User Vector: [1.9731090281692318, 0.2886172240435221] Predicted: 3.8352106232680483 Movie Vector: [1.4526956827433382, 0.35247255030797425] User Vector: [2.0463019817590444, -0.17770378851322477] Predicted: 2.910018346953856 Movie Vector: [2.037294596481835, -0.17727774053828138] User Vector: [1.649457948330934, -1.0562957796948396] Predicted: 3.5476894944230493 Movie Vector: [1.5613927301044677, -0.42204328470802194] User Vector: [2.1428078467294744, 0.08840505447089504] Predicted: 3.3084538343205216 Movie Vector: [1.9924263400331583, -0.9785539067156171] User Vector: [1.6490170251376675, -0.2776183524938057] Predicted: 3.5572094794561764 Movie Vector: [1.8677033230588087, -0.2622834234507689] User Vector: [2.024209450969293, 0.13629502150492204] Predicted: 3.7448747933027877 Movie Vector: [2.2519185909810333, -0.23740132520656698] User Vector: [1.7169059952601842, -0.33644081419241334] Predicted: 3.946204024836058 Movie Vector: [1.721736097073922, -0.2164878433706137] User Vector: [2.0507616809266365, -0.07540178189757447] Predicted: 3.5471939816966898 Movie Vector: [2.1583897127146807, 0.27474781574640367] User Vector: [1.5359168742868419, -0.6584201755393457] Predicted: 3.1342076759728084 Movie Vector: [1.8330347217718679, -0.6016322089774179] User Vector: [2.0600690549864176, 0.2106781859432802] Predicted: 3.649427324645452 Movie Vector: [1.7952235373335301, -0.1395647618465738] User Vector: [1.8680726916569999, -0.43787963400616225] Predicted: 3.414720632350183 Movie Vector: [1.2975735854832584, -1.7525823154958198] User Vector: [2.3114942494973034, -0.3193426698009509] Predicted: 3.559008196820517 Movie Vector: [1.930898470235946, -0.3985410751339966] User Vector: [1.924510414522605, 0.22566203429424955] Predicted: 3.626098625590289 Movie Vector: [1.8172006365073026, 0.14898791099999323] User Vector: [1.87003637897038, -0.37150341546015414] Predicted: 3.342881780358015 Movie Vector: [2.3090580930521627, -0.3480173805698511] User Vector: [1.5748749352201212, 0.015515087459637112] Predicted: 3.6310781946180066 Movie Vector: [1.9667037126683153, -0.2593611728291322] User Vector: [1.9028029402695663, -0.4780239622314175] Predicted: 3.866230462589112
avg loss: 1.026347207891613: 83%|██████████████████████████████████████▏ | 58202/70000 [01:34<00:20, 585.59it/s]
Movie Vector: [1.610597014129127, -0.25303763042975286] User Vector: [1.566095536669625, -0.46108273875076117] Predicted: 2.6390200788466043 Movie Vector: [1.8549735862543206, -0.49760730279689624] User Vector: [2.051111559905658, -0.2749596545162268] Predicted: 3.941579698147678 Movie Vector: [1.450147715749841, -0.4590027609416933] User Vector: [1.9694292269913416, -0.28268602844806506] Predicted: 2.9857169623897732 Movie Vector: [2.3416009176334978, -0.28272964388255445] User Vector: [1.7729550477562, -0.1942210302310478] Predicted: 4.206465209460587 Movie Vector: [1.7475040746537382, -0.382787305218805] User Vector: [1.867698877998224, -0.5937018881375784] Predicted: 3.4910729453916116 Movie Vector: [2.336850656008722, 0.19744810150098868] User Vector: [1.9094240473479835, -0.14171222596436722] Predicted: 4.434058027667821 Movie Vector: [2.160710933610488, -0.3112390931592388] User Vector: [1.773674874945375, -0.3868918413376038] Predicted: 3.9528145608133105 Movie Vector: [1.7813672447858016, -0.39255690106529106] User Vector: [2.1252528861396454, 0.0931501471611599] Predicted: 3.749289145152292 Movie Vector: [1.6941493712944826, -0.3988128161272121] User Vector: [1.9237313104360168, -0.023779861863191396] Predicted: 3.2685719037914645 Movie Vector: [1.8465759709750602, -0.28254071171379086] User Vector: [1.9396556550525275, -0.13097335729151513] Predicted: 3.618726830170577 Movie Vector: [1.945711279043424, -0.2555965103696774] User Vector: [2.148765114609678, -0.20775722106216277] Predicted: 4.233978540218676 Movie Vector: [1.8587102962096884, -0.41318147998941335] User Vector: [2.0725212688066574, 0.6965209363288573] Predicted: 3.5644270701285325 Movie Vector: [2.2199437355147684, -0.16990160319863565] User Vector: [2.1399637377916805, 0.4223790659064156] Predicted: 4.6788362134843675 Movie Vector: [1.9671583566361666, -0.37673488437266855] User Vector: [2.2017072395384667, -0.07303309454360474] Predicted: 4.358620909552704 Movie Vector: [1.7223091424898795, -0.3947153234296112] User Vector: [1.7503641220465151, -0.2070391563522571] Predicted: 3.0963896576491594 Movie Vector: [2.2621154191042283, -0.14304819143032307] User Vector: [2.124612325740531, -0.8041837866507795] Predicted: 4.9211553379345325 Movie Vector: [1.7177422730760061, -0.6334705714452928] User Vector: [1.5666638111882734, -0.08350333509636512] Predicted: 2.744021561577546 Movie Vector: [1.2976750878955807, 0.116525123914199] User Vector: [1.45651016393082, -0.3364717199201681] Predicted: 1.8508695461424123 Movie Vector: [1.5373008366457375, -0.42303723531202814] User Vector: [2.0032692072729867, -0.5313285666970495] Predicted: 3.304399196265228 Movie Vector: [1.6179205781564423, -0.45002141958899755] User Vector: [1.8970832997444065, -0.1841160250896549] Predicted: 3.152186264113331 Movie Vector: [1.7171215139613847, -0.12787650897214226] User Vector: [1.5096777182547114, -0.10878745654697443] Predicted: 2.6062114493264845 Movie Vector: [1.4784417585165113, -0.6214885311840059] User Vector: [1.9405915679180872, -0.6512439860308404] Predicted: 3.273792278555855 Movie Vector: [2.0676228394717997, -0.05691961504641588] User Vector: [2.2209039504064974, -0.054175155779582714] Predicted: 4.595075361145672 Movie Vector: [1.8128513075575503, 0.1764466241595804] User Vector: [1.5975671573526584, 0.0698204446150206] Predicted: 2.908471291867407 Movie Vector: [1.5783346725114789, -1.9484824530423623] User Vector: [1.8741620814636961, -0.6744807801055847] Predicted: 4.27226896003049 Movie Vector: [1.5252297506229924, -0.9149932403865488] User Vector: [2.0398994661412746, -0.6646947360988613] Predicted: 3.7195065444896107 Movie Vector: [2.1998037741758845, -0.16787591566208337] User Vector: [1.5406311155700407, -0.36384443117051063] Predicted: 3.450166859685078 Movie Vector: [2.115376109484126, -0.5045045778224482] User Vector: [2.0554346551562213, -0.14759491052102644] Predicted: 4.422479672144366 Movie Vector: [2.414298813740062, -0.19477121464334868] User Vector: [1.9243319890064625, -0.5331206031714347] Predicted: 4.749748985731452 Movie Vector: [1.8256232849750782, -0.3639949300202737] User Vector: [2.0280042797870172, -0.0893790901372719] Predicted: 3.734905370868084 Movie Vector: [2.1076720582438067, 0.04374107918450582] User Vector: [1.8663294216856512, -0.271770685245521] Predicted: 3.921722830501818 Movie Vector: [2.0804313252922366, -0.45701050403289456] User Vector: [1.912392390191452, -0.47928858128028895] Predicted: 4.1976409509129065 Movie Vector: [2.169780332333625, 0.060041091710858176] User Vector: [2.162892642005962, 0.667181511300072] Predicted: 4.733060221881404 Movie Vector: [2.0704085084184323, -0.2707463309941446] User Vector: [1.8364192385814972, -0.5868501450977704] Predicted: 3.9610255402110335 Movie Vector: [1.8613363745325766, -0.11484450139444849] User Vector: [1.1084098623694076, -0.09472827300854923] Predicted: 2.0740026160004494 Movie Vector: [2.072724842074831, -0.47183574304923787] User Vector: [2.031760625570754, -0.25900122562677264] Predicted: 4.333486757514273 Movie Vector: [1.7454634045394275, -0.6526156947968706] User Vector: [1.8792256937993728, -0.6734427308442412] Predicted: 3.719618973092837 Movie Vector: [1.9054819055409709, -0.4974560845675533] User Vector: [1.6353404584328495, -0.3377216553898518] Predicted: 3.2841133453067792 Movie Vector: [2.1104143974169123, -0.17844905381328152] User Vector: [2.013519222863828, -0.28568941415316834] Predicted: 4.300340963047638 Movie Vector: [1.9481545915880942, -0.5062686165986977] User Vector: [2.055061577764369, -0.2760192694602011] Predicted: 4.143317542422128 Movie Vector: [1.9487621086916767, -0.17619732584915543] User Vector: [1.8902625928137642, 0.26907749029141087] Predicted: 3.6362613821171985 Movie Vector: [1.5719537660675038, 0.1944088094014499] User Vector: [2.0122395065149563, -0.4885430855448232] Predicted: 3.068170390893921 Movie Vector: [1.5568939076809925, -0.193063777869311] User Vector: [1.7921481499215883, -0.407563406872935] Predicted: 2.8688702673268587 Movie Vector: [1.6973777683751081, -0.3583428376148802] User Vector: [1.617230296363313, -0.31008784474286694] Predicted: 2.8561685095848164 Movie Vector: [2.1560664721849836, -0.37425781879930087] User Vector: [2.1224051148440193, 0.12345508595596942] Predicted: 4.529842477319548 Movie Vector: [1.6362291031713094, -0.291015255260688] User Vector: [1.8485419711109836, 0.2513152305976337] Predicted: 2.9515016055821803 Movie Vector: [1.962820063447163, -0.4165876358942745] User Vector: [2.0415778102260482, 0.13385596564988186] Predicted: 3.951487146719783 Movie Vector: [1.7529023225424716, -0.683834560068401] User Vector: [1.896444394389439, -0.3779618738824224] Predicted: 3.5827451752469135 Movie Vector: [1.4241148082584671, -0.1351930759632883] User Vector: [1.9631280647087797, -0.253274989679154] Predicted: 2.829960772378854 Movie Vector: [2.124611486627189, -0.23319457227681956] User Vector: [1.9730270601342204, -0.5930471807092642] Predicted: 4.330211339032909 Movie Vector: [2.1508762073586207, 0.2779687215117302] User Vector: [2.1196511734238643, -0.27134065464994467] Predicted: 4.48368306194997 Movie Vector: [1.8839587310870245, -0.1345859698363065] User Vector: [2.10592194932414, -0.08320705838081069] Predicted: 3.978668546066428 Movie Vector: [1.6178772303786122, -0.21201211402230097] User Vector: [1.5567151039084637, -1.1192891800367857] Predicted: 2.7558767860618656 Movie Vector: [1.8627005630882782, -0.40683558672401043] User Vector: [1.4189310598458464, 0.03830237904701712] Predicted: 2.627460913305787 Movie Vector: [1.8788737981425325, -0.285235555363549] User Vector: [1.6653387342946924, -0.8311088294890997] Predicted: 3.366023101445019 Movie Vector: [2.065742655188845, -0.06667018928530534] User Vector: [1.9928791155708736, -0.43285337349831987] Predicted: 4.14563381201369 Movie Vector: [2.0454301598738853, -0.2434738157587177] User Vector: [1.5630425203615523, -0.25133504297222464] Predicted: 3.2582878142591394 Movie Vector: [1.948096811515442, 0.05863061665772563] User Vector: [1.4671842209603683, 0.4719851823018621] Predicted: 2.8858896850503286 Movie Vector: [1.893987793044252, -0.0014173272246129475] User Vector: [1.852219434883196, -0.6035552121669275] Predicted: 3.508936434941857 Movie Vector: [2.1931225438572186, 0.13411398030327995] User Vector: [1.8892952216371128, 0.28325340221101725] Predicted: 4.181444183779038 Movie Vector: [1.004114088273446, -1.3194440817821436] User Vector: [1.7460315997548943, -0.2796615387780185] Predicted: 2.122212690127256 Movie Vector: [2.0559998271910076, -0.12880999758301673] User Vector: [1.881650720277333, -0.21970884729719942] Predicted: 3.896974251813351 Movie Vector: [2.000926738899891, -0.06971681297446608] User Vector: [1.8584983668356254, -0.6551436435439872] Predicted: 3.764393603271547 Movie Vector: [1.3701352282613068, -0.38520505182442777] User Vector: [1.9904156129803878, -0.28373585596648365] Predicted: 2.8364350353277703 Movie Vector: [0.7989304015960417, -1.3115462088900123] User Vector: [2.0830678591825813, -0.35814197583741786] Predicted: 2.13394599194249 Movie Vector: [2.361709994608572, -0.18020190792516189] User Vector: [1.904833159539387, 0.4442648371379445] Predicted: 4.418606139669675 Movie Vector: [1.856494430695112, -0.2046789699050089] User Vector: [1.8308490634137216, -0.23226434473079696] Predicted: 3.446500716496098 Movie Vector: [2.1272427572308703, -0.34751984914552997] User Vector: [1.4645867490597209, -1.0669507997075665] Predicted: 3.4863181352336734 Movie Vector: [2.3478196201394375, -0.21172123866831982] User Vector: [1.669262265527084, -0.4018291114749661] Predicted: 4.004202455377365 Movie Vector: [1.6873422976278334, -1.1353487295499516] User Vector: [1.7252698166031006, -0.033182931163893044] Predicted: 2.9487949351146963 Movie Vector: [1.8328002450110659, 0.019910673124214608] User Vector: [2.020942719073232, -0.42648828648716836] Predicted: 3.6954926418071965 Movie Vector: [1.9190862576618342, -0.356398153399217] User Vector: [1.7260516258733993, -0.08123384056400539] Predicted: 3.3413935459990443 Movie Vector: [1.8056349119183748, -0.3506368654230477] User Vector: [1.881921478781236, -0.44305268493142635] Predicted: 3.553413728238075 Movie Vector: [1.886978650522681, -0.4036909749669838] User Vector: [1.778037876068672, 0.5145762237963676] Predicted: 3.147389734483092 Movie Vector: [1.7626787893339166, -0.7966652971738634] User Vector: [2.022859166036795, -0.1398258507723259] Predicted: 3.677045348740877 Movie Vector: [1.5477330746761175, 0.14132010915265833] User Vector: [2.023719794882255, 0.31093846003692066] Predicted: 3.1761199175282115 Movie Vector: [1.63446241874095, -0.19549206040766806] User Vector: [1.768714320111554, -0.11615214605522858] Predicted: 2.9136039080643945 Movie Vector: [2.347563923382731, -0.2116596866865394] User Vector: [2.108091075311526, -0.4255415480528537] Predicted: 5.038948546339418 Movie Vector: [1.6459557925876414, -0.5371323581889133] User Vector: [2.285845331612119, -0.7355209142877165] Predicted: 4.157472447715012 Movie Vector: [1.878994707014113, -0.6629943727380934] User Vector: [1.7980258316688593, -0.12650537954124197] Predicted: 3.4623533755373757 Movie Vector: [2.068951662740913, -0.034180819584678196] User Vector: [1.7736893312430217, -0.2710633992168292] Predicted: 3.678942660205708 Movie Vector: [2.029837476338845, -0.5236445104638641] User Vector: [1.7825713065157374, -0.6775306243342301] Predicted: 3.9731152343157157 Movie Vector: [1.9309966339317381, -0.14103380291357162] User Vector: [1.8410159836773634, -0.4317982528747025] Predicted: 3.615893817189872 Movie Vector: [1.8857175757687767, 0.10786821850383056] User Vector: [1.8584989075901444, -0.22727047584643956] Predicted: 3.4800887932417335 Movie Vector: [2.0546640852713374, 0.17030828008915977] User Vector: [1.5121201989114426, 0.017948781255002925] Predicted: 3.109955891381928 Movie Vector: [1.7750342143552114, -0.7494325782163246] User Vector: [2.0669252406331506, -0.417226132497898] Predicted: 3.981545876815346 Movie Vector: [1.3893110938073023, -0.45997692031039866] User Vector: [1.406196347881441, -1.4854844527184845] Predicted: 2.636932749913425 Movie Vector: [1.7898822157738246, -0.685145630351981] User Vector: [2.1831455288248494, -0.34878156994526316] Predicted: 4.14653952508504 Movie Vector: [1.9712607681855605, -0.3072785456789663] User Vector: [1.7041881385992195, 0.7372703106858869] Predicted: 3.132851870387979 Movie Vector: [1.824436546838518, -0.5889790021297728] User Vector: [2.1885047780566858, -0.2949960777348565] Predicted: 4.166534595513809 Movie Vector: [1.9098828629322209, -0.03281744009248666] User Vector: [1.9985842810619234, -0.28603242651425176] Predicted: 3.826448720547521 Movie Vector: [1.354214475853299, -0.6678224262385734] User Vector: [1.684227879792585, -0.431501424599422] Predicted: 2.5689721037522153 Movie Vector: [1.3516319876060439, -0.5726058139816158] User Vector: [1.7097197970004994, -0.040773479003833796] Predicted: 2.3342590986030394 Movie Vector: [1.1871790210752742, -0.6339003057977923] User Vector: [1.594383863477152, 0.12168291108658194] Predicted: 1.815684239712869 Movie Vector: [1.9738237254740452, -0.1726298231264746] User Vector: [1.6335077653767396, -0.24256421791794977] Predicted: 3.266130201082686 Movie Vector: [1.654656010668994, -0.31621785099012795] User Vector: [1.5677154424259558, 0.8303808283820866] Predicted: 2.3314485387743233 Movie Vector: [2.103899231956984, -0.2583915752960597] User Vector: [2.039493470532586, 0.1786645251815856] Predicted: 4.244723338123599 Movie Vector: [1.697029063962958, -0.9080122334516691] User Vector: [2.0957066387541112, 0.7048571963550874] Predicted: 2.9164561183789814 Movie Vector: [2.178038339153021, -0.18041475167721002] User Vector: [2.414117793466423, -0.5097324695148622] Predicted: 5.350004366310698 Movie Vector: [1.441949709732181, 0.691948948577374] User Vector: [2.0403822644825276, -0.5512690594531873] Predicted: 2.5606785679414 Movie Vector: [1.7595382752102218, -0.32018946838696877] User Vector: [1.478009288638181, -0.238544616775807] Predicted: 2.6769933885071304 Movie Vector: [1.859561116484985, -0.31597872707908564] User Vector: [2.336392846792947, -0.7520163184485924] Predicted: 4.5822864497759115 Movie Vector: [2.0949499421458144, -0.30034736689848296] User Vector: [1.1273151124352152, -0.32032595475669623] Predicted: 2.4578777866366726 Movie Vector: [2.1339916984203247, -0.8182980664564956] User Vector: [2.019698865126792, -0.07196000998317761] Predicted: 4.36890534852095 Movie Vector: [2.0042368188682596, -0.5475248202010302] User Vector: [1.5581039211576526, -0.46167792782144224] Predicted: 3.375589370828395 Movie Vector: [1.938378229321167, -0.3757802153224755] User Vector: [2.033601870857152, -0.28590455285326566] Predicted: 4.049326868009175 Movie Vector: [2.2221650608551196, -0.40235548629964224] User Vector: [1.9764775837621462, -0.08033586905488993] Predicted: 4.424383007860474 Movie Vector: [1.7500024270413566, -0.26571516787052524] User Vector: [2.2730957577061877, -0.6687127272805494] Predicted: 4.155610207469747 Movie Vector: [1.6889613122843268, -0.11494261747463395] User Vector: [1.4289928207583464, 0.011058467211427574] Predicted: 2.4122425006263595 Movie Vector: [2.0713335130400172, -0.3914479850986936] User Vector: [1.9125567910257253, -0.06636103326950116] Predicted: 3.9875198696062713 Movie Vector: [2.144660553829544, -0.25942992380063284] User Vector: [2.258768013599037, -0.17370131896646762] Predicted: 4.889353978961309 Movie Vector: [1.830505194996072, -0.23904277043912464] User Vector: [2.0329279494627754, -0.3999011899179464] Predicted: 3.8168786608842113 Movie Vector: [2.0251259788343217, -0.28397523796857727] User Vector: [1.6928974909903247, -0.26679207778791] Predicted: 3.5040930322859016 Movie Vector: [1.7855537132855288, -0.2945083198441371] User Vector: [2.0227851082147312, -0.32475898684836696] Predicted: 3.7074356847224803 Movie Vector: [1.9336883356163748, -0.4049193550986558] User Vector: [1.8502706924929329, -0.6149545479049139] Predicted: 3.82685385475906 Movie Vector: [1.798757736962685, -0.3316978654083316] User Vector: [1.8527153574733897, 0.7059259967043622] Predicted: 3.098431937401761 Movie Vector: [1.62873716384349, -0.21138699659897187] User Vector: [1.7872735566611995, -0.15203311764030908] Predicted: 2.943136687810392 Movie Vector: [1.5866085748825256, -0.2201808627039584] User Vector: [1.7995896026573774, -0.4084861897105577] Predicted: 2.945185136498756 Movie Vector: [1.39702696614669, -0.6545707843067832] User Vector: [1.6425699704453225, -0.04595318974741331] Predicted: 2.32479415794925 Movie Vector: [1.5382919009942726, -0.5428582221852384] User Vector: [1.7978333465736613, -0.4853609623501411] Predicted: 3.0290746655112066 Movie Vector: [2.065504406821062, -0.23466918046881377] User Vector: [2.0113419679833933, 0.3392678834032848] Predicted: 4.074819982336209 Movie Vector: [2.3075203407186624, 0.19686363614605992] User Vector: [1.729503281330356, -0.271925159942543] Predicted: 3.9373318252635796 Movie Vector: [1.6124021828019233, -0.648453376467415] User Vector: [2.333055219428016, -0.28774253076102285] Predicted: 3.9484109440284176 Movie Vector: [2.0263820893702182, -0.2521291239346141] User Vector: [2.0471220691621093, -0.26157090544665323] Predicted: 4.214201138941648 Movie Vector: [2.0825130292503027, -0.2395223117044475] User Vector: [1.7654909146881843, -0.08996257265429536] Predicted: 3.6982058762302144 Movie Vector: [1.6533922438459279, -0.15885486669762752] User Vector: [2.1165934435026115, 0.11793469711194354] Predicted: 3.480824682273619 Movie Vector: [2.2711772901258285, 0.09939490642785122] User Vector: [2.0517980069267203, -0.459697564400107] Predicted: 4.614305440858745 Movie Vector: [2.1596382989780745, 0.31675499587364486] User Vector: [1.9803679726632248, -0.31916368580586124] Predicted: 4.175781827852612 Movie Vector: [1.9754822460601884, -0.1102526172062679] User Vector: [1.4595174511426487, 0.2074099062294524] Predicted: 2.860383327551017 Movie Vector: [1.5028033821388067, -0.48386516445448696] User Vector: [1.7883993822923534, -0.09259741288870789] Predicted: 2.732417302739356 Movie Vector: [1.917598352985655, -0.7072188851029383] User Vector: [1.8797597648213265, -0.3149384131297873] Predicted: 3.8273546224398145 Movie Vector: [1.6080061778832209, -0.6739087702555594] User Vector: [1.620007708299099, -0.4288708385735904] Predicted: 2.8940022225849886 Movie Vector: [1.6990768849393272, -0.3255503671358626] User Vector: [1.6850622339226735, -0.3507023085679216] Predicted: 2.9772215566519216 Movie Vector: [1.3820019726171728, -0.3868966688140601] User Vector: [1.8211307544141708, -0.6124476935982784] Predicted: 2.753760267470212 Movie Vector: [1.8111519157596472, -0.5871883210667407] User Vector: [2.3793432074492213, -0.7636975383316273] Predicted: 4.757786283757112 Movie Vector: [2.279904956732967, -0.5043707761768862] User Vector: [1.4345902024884347, -0.2306434904928483] Predicted: 3.387059149853957 Movie Vector: [1.7664041614463803, -0.6495768369261633] User Vector: [1.7724719301366387, -0.23860823150827076] Predicted: 3.285896173727945 Movie Vector: [1.7140729952701976, -0.37216027364198134] User Vector: [2.232889036999333, -0.6219969288214362] Predicted: 4.058817346990091 Movie Vector: [1.833430003496172, -0.2471358954478394] User Vector: [1.4651767240012916, 0.008595964062928651] Predicted: 2.6841745949322684 Movie Vector: [1.6162967008603548, -0.16092179723624195] User Vector: [1.785926288277219, -0.6412219483875568] Predicted: 2.9897733560840987 Movie Vector: [1.9880517151920323, 0.19248612006094357] User Vector: [1.7608350219680804, -0.5511887885761765] Predicted: 3.394534894259722 Movie Vector: [1.2284920363134344, -1.107304076506594] User Vector: [1.7326211643150653, -0.19225693324208104] Predicted: 2.341398188224781 Movie Vector: [2.0758274433678747, -0.9190990974921635] User Vector: [1.9756833685224569, -0.0041851595052617985] Predicted: 4.105024332108549 Movie Vector: [1.7740633844786018, 0.6019985341005326] User Vector: [2.080765524191648, 0.13068303675168835] Predicted: 3.7700809247101494 Movie Vector: [1.5597351064485439, -1.9417887684609538] User Vector: [1.8254911994006375, -0.007252417281252449] Predicted: 2.8613653726389616 Movie Vector: [2.3282582662718423, -0.28126800304921573] User Vector: [1.6730954397233266, -0.26889682829073025] Predicted: 3.9710303617171596 Movie Vector: [1.6307897659455644, -1.5276089554609098] User Vector: [1.7773911016847201, -0.3874271443354903] Predicted: 3.490388393985695 Movie Vector: [1.4358814288621897, -1.941296715389447] User Vector: [1.6755539484761435, -0.26919383135838865] Predicted: 2.928481898292749
avg loss: 1.026398164883195: 83%|██████████████████████████████████████▎ | 58370/70000 [01:34<00:18, 625.58it/s]
Movie Vector: [1.6905623836811776, -1.135410662989476] User Vector: [1.8255002897337986, -0.22915808731434537] Predicted: 3.346310657070032 Movie Vector: [1.981122413763875, -0.27220786078317794] User Vector: [1.5793177368418758, -0.1786487674627105] Predicted: 3.1774513657348535 Movie Vector: [1.504971765401151, -0.22733134031535596] User Vector: [1.7173338536890594, -0.1784776812203935] Predicted: 2.6251125320577944 Movie Vector: [2.2344754461354674, 0.35587975479902456] User Vector: [1.5969136602184189, -0.11528404262111885] Predicted: 3.5272371065361297 Movie Vector: [1.927385497534858, -0.2538246492136461] User Vector: [1.7151167724783865, -0.09927254435739372] Predicted: 3.3308890126016966 Movie Vector: [2.387618160701227, -0.19722944019991073] User Vector: [1.9490791077120646, -0.6998556022270846] Predicted: 4.791688802864687 Movie Vector: [1.881544540434117, -0.09072117614612515] User Vector: [1.810296451519205, -0.45631453947546147] Predicted: 3.4475507966370067 Movie Vector: [2.055726470492637, -0.288797720602229] User Vector: [1.5896390314311835, -0.665743667290506] Predicted: 3.4601282890602274 Movie Vector: [1.9484884403927918, -0.13407192627831513] User Vector: [1.8490684147676293, -0.5253589734503532] Predicted: 3.673324321228237 Movie Vector: [2.041277093440679, -0.6501248522556221] User Vector: [1.6340824426036447, -0.3573213285457358] Predicted: 3.5679185348089923 Movie Vector: [1.92722085083088, -0.41389446661973583] User Vector: [1.8924981703822614, 0.1411569944603507] Predicted: 3.5888378351881736 Movie Vector: [2.052726624760635, -0.21918430313962411] User Vector: [1.8953287155071743, -0.6829878068414545] Predicted: 4.040291923490356 Movie Vector: [2.1550987665136994, 0.09855185886576596] User Vector: [2.300567174815825, 0.14247660605559173] Predicted: 4.971990815099155 Movie Vector: [1.2638317777449646, -1.2849549345670936] User Vector: [1.5841080031629011, -0.20948758969338996] Predicted: 2.271228145884483 Movie Vector: [1.6576165434808283, 0.7037227971914083] User Vector: [2.1774301088603587, -0.2914208656380187] Predicted: 3.4042646639934633 Movie Vector: [1.4060853155488489, 0.06983189740894054] User Vector: [1.70198123120606, -1.1234999655215734] Predicted: 2.3146746822073405 Movie Vector: [2.41546022431524, -0.3226679685882681] User Vector: [1.8274485535293659, 0.13184176617444998] Predicted: 4.371588178166005 Movie Vector: [2.040845683405683, -0.41147188931206513] User Vector: [1.4717652287901446, -0.33887352037127993] Predicted: 3.1430826418279456 Movie Vector: [1.575562706455432, -0.19162409376873288] User Vector: [1.0355433914302583, -0.09023240990831774] Predicted: 1.648854252231145 Movie Vector: [1.8855961517304862, -0.13465066594487698] User Vector: [1.2847306995095966, -0.019641070685175954] Predicted: 2.4251279462529403 Movie Vector: [1.703005351602219, -0.4872553556540401] User Vector: [1.8587780148972803, -0.31520353995474876] Predicted: 3.319093519774681 Movie Vector: [1.719891420027249, -0.08688194405892381] User Vector: [1.3214339171052025, -0.3481562482998407] Predicted: 2.3029713478507885 Movie Vector: [2.3907085500566954, -0.32445368476819486] User Vector: [1.4552740511331552, -0.11176852194094691] Predicted: 3.515399825504514 Movie Vector: [1.8883075324351373, -0.27325888532599807] User Vector: [1.8954792485751475, -0.05733881031861241] Predicted: 3.594916082052528 Movie Vector: [1.922525795445392, -0.034626865243712605] User Vector: [1.5330890188174038, -0.24310209449850836] Predicted: 2.9558210488571888 Movie Vector: [2.031731650633317, -0.25986430101940716] User Vector: [2.2301761841887333, -0.48128135621175694] Predicted: 4.656187383130529 Movie Vector: [1.1265068772701505, -0.4915066589612912] User Vector: [1.9344358385317202, -0.06935942713043113] Predicted: 2.2132458960401804 Movie Vector: [1.8786340650908104, 0.39652151446053774] User Vector: [2.196448562375114, 0.1406787513598286] Predicted: 4.182105243039244 Movie Vector: [2.344571120209769, -0.21105555619609012] User Vector: [1.7315304453315805, -0.4717956470604214] Predicted: 4.159271368589615 Movie Vector: [2.2044372148834177, -0.16397426991847402] User Vector: [1.803404132409208, -0.3455596040409095] Predicted: 4.032154066743326 Movie Vector: [1.474059006586569, -0.3255815854354794] User Vector: [1.7917938912568976, 0.26140828963947726] Predicted: 2.5561001979672278 Movie Vector: [1.9420791042525352, -0.5686049393702414] User Vector: [2.223440268232325, 0.1890829591652284] Predicted: 4.210583379955559 Movie Vector: [1.7374411751735472, 1.2511386903251693] User Vector: [2.0959454228226755, -0.2661754831419704] Predicted: 3.3085594331537327 Movie Vector: [2.059679384680964, -0.17902633466184711] User Vector: [1.5108643296717137, -0.33159097129727383] Predicted: 3.1712596290729653 Movie Vector: [1.6523586356464899, -0.38644133418311355] User Vector: [2.0842291646899045, -0.6434420102750732] Predicted: 3.692546647861798 Movie Vector: [1.9068344584945665, -0.10069307555658646] User Vector: [2.1483374073186474, 1.8825858693935509] Predicted: 3.9069604355594674 Movie Vector: [1.451164768732912, -1.1461488719640958] User Vector: [2.3235440270798917, -0.42131444073832175] Predicted: 3.8547343016925413 Movie Vector: [2.133332513158727, -0.22322811353999877] User Vector: [1.6894143752249176, -0.3958917538622638] Predicted: 3.6924567842457683 Movie Vector: [1.836926257762499, 0.5573606636739955] User Vector: [1.8700127156436346, -0.5817404612675866] Predicted: 3.110836210137432 Movie Vector: [1.9934868892085333, 0.16958211023128988] User Vector: [2.0033312555555898, -0.28637327193659945] Predicted: 3.94505080892289 Movie Vector: [2.24812298350543, -0.10784955552649965] User Vector: [1.3753915639553194, 0.31464789540345356] Predicted: 3.0581147505808213 Movie Vector: [1.0710304554126264, -0.6474913312418592] User Vector: [1.427019021039031, -1.034627933085598] Predicted: 2.198293449719521 Movie Vector: [2.0617234747192095, -0.25818880905822444] User Vector: [1.3660510464791564, -0.40859118693215135] Predicted: 2.9219131821365174 Movie Vector: [1.345793390085229, -1.1116431049510385] User Vector: [1.7869476666281057, -0.9755819984978585] Predicted: 3.489361360120827 Movie Vector: [1.567949121264073, -0.10614422825731797] User Vector: [2.134453517666336, -0.1398601688878846] Predicted: 3.361559867094484 Movie Vector: [2.0239230451063692, -0.4775738458477388] User Vector: [2.1250474964948745, -0.5390507235675437] Predicted: 4.558369127262731 Movie Vector: [1.843968103265109, -0.5769483694404872] User Vector: [2.0681192223499254, -0.41773024041261253] Predicted: 4.054554660834744 Movie Vector: [2.331373474056731, -0.17703366728956235] User Vector: [1.9666824931574662, -0.5043368296210279] Predicted: 4.674355994936076 Movie Vector: [1.7371094459468623, -0.2619222345894495] User Vector: [1.9083448409895123, -0.3778219425401701] Predicted: 3.413963816873893 Movie Vector: [1.723317343896079, -0.4123477508019154] User Vector: [1.994355252799491, -0.506438170387733] Predicted: 3.6457356375192305 Movie Vector: [2.099642852728136, -0.7494383682375181] User Vector: [1.6932019759083432, -0.41044139444688627] Predicted: 3.862719955852516 Movie Vector: [1.3842178018116174, -0.0941052247578605] User Vector: [1.5186168802520572, -0.16226896120936912] Predicted: 2.117366876842351 Movie Vector: [1.0286677373002555, 1.1426733285791562] User Vector: [1.2397505882448763, -0.34402993757699457] Predicted: 0.8821775985245339 Movie Vector: [2.416414039911542, -0.3264279277670356] User Vector: [1.6269591760819286, -0.2034942059312804] Predicted: 3.9978331874020334 Movie Vector: [2.222398841334976, -0.591036699483043] User Vector: [1.5644818133977878, -0.9940271909536182] Predicted: 4.064409119522513 Movie Vector: [1.5771617620078449, -0.6396579248239178] User Vector: [1.7661787520363144, -0.5703419090561914] Predicted: 3.150373314569405 Movie Vector: [1.578140371002139, -0.5659554674953141] User Vector: [2.2180850599652233, -0.026025319781435453] Predicted: 3.515178751471437 Movie Vector: [1.7388129706202786, -0.8707912755748921] User Vector: [1.24416833200393, -0.339122582380635] Predicted: 2.458681019410915 Movie Vector: [1.9769487887119768, -0.14377348398408712] User Vector: [2.1498244838444416, 0.04471745226547466] Predicted: 4.24366372537252 Movie Vector: [1.9182064135579011, 0.5388570145522895] User Vector: [1.86259157055887, -0.5839921871233124] Predicted: 3.2581468100097783 Movie Vector: [1.6514667455607246, -0.09362237119477909] User Vector: [2.010666093359218, -0.2862400278069648] Predicted: 3.3473466597433914 Movie Vector: [1.8865270819081401, -0.2610159732785821] User Vector: [1.8286546485263029, -0.48888126306558005] Predicted: 3.577412336598807 Movie Vector: [2.221131690675082, 0.7897634047520635] User Vector: [1.6840314502269043, -0.7186276328126068] Predicted: 3.1729098161534943 Movie Vector: [2.0678590291024315, 0.11164339282975809] User Vector: [1.5586826371040867, -0.34402273676934536] Predicted: 3.184728099097366 Movie Vector: [1.7770979627129138, 0.015261546853289227] User Vector: [1.6271500252341102, -0.2035199873132099] Predicted: 2.8884989650498425 Movie Vector: [2.0300933343531207, -0.35810524799975224] User Vector: [2.0427678233469706, -0.6623886082116272] Predicted: 4.384214178623553 Movie Vector: [1.7820561360098124, -1.0476035402144317] User Vector: [2.3647058900667903, -0.7568273027685457] Predicted: 5.006893602963337 Movie Vector: [1.7764245373852112, -0.7497132265384439] User Vector: [2.185237234765387, -0.2283383762811106] Predicted: 4.053097344669301 Movie Vector: [1.6036818277324376, -0.38196801186911555] User Vector: [1.9598737869615903, -0.18698252701246995] Predicted: 3.2144353208966736 Movie Vector: [1.7052860571428612, -0.5976754477877451] User Vector: [2.145750407600914, 0.6280757729430918] Predicted: 3.283732783352053 Movie Vector: [1.7205356248406332, -1.401256692605006] User Vector: [1.946011448740338, -0.39851758473269017] Predicted: 3.9066074566329476 Movie Vector: [1.8384171983384052, -0.9851621166131965] User Vector: [2.166736288429327, -0.607633815302982] Predicted: 4.581983072522036 Movie Vector: [1.4033366486497856, -0.5495157239470538] User Vector: [2.1892446542258472, -0.16529139144094646] Predicted: 3.1630774747656467 Movie Vector: [1.7195757127357203, -0.11470570351770477] User Vector: [1.602359699528083, 0.11742417266388058] Predicted: 2.7419096000396035 Movie Vector: [2.0085114862878424, -0.12843350573843662] User Vector: [1.3119571199309692, -0.9648510457548797] Predicted: 2.759000147220164 Movie Vector: [1.9272060061760903, -0.25697719615298387] User Vector: [2.5646865654114217, -0.46134782523006745] Predicted: 5.06123522339892 Movie Vector: [1.6996507954534619, -0.57158396583967] User Vector: [1.79841624990036, -0.16839595693203813] Predicted: 3.1529320385941593 Movie Vector: [2.0760878569936905, -0.9835096658392757] User Vector: [1.984833323598323, 0.08380042970917555] Predicted: 4.038269828658448 Movie Vector: [1.423966603175361, -2.573383889133969] User Vector: [1.7796023891908597, -0.45483458437724866] Predicted: 3.704558360796222 Movie Vector: [1.9270531152550183, 0.6001364798382077] User Vector: [1.8927834446641538, -0.1866974069533689] Predicted: 3.535450308939266 Movie Vector: [2.368136761051358, -0.7086531365918287] User Vector: [2.0211418203763203, -0.057875226960068374] Predicted: 4.827353705247642 Movie Vector: [1.9453657214435682, -0.4088004420937688] User Vector: [1.5253583128578738, -0.6597642060788467] Predicted: 3.2370916738753786 Movie Vector: [1.8667020369867087, -0.5835482636716888] User Vector: [2.131665097078736, -0.43761273661443856] Predicted: 4.234551731502318 Movie Vector: [1.6657589295751034, -0.5924469067949051] User Vector: [1.5458989725204555, -1.057894420904636] Predicted: 3.201841295077465 Movie Vector: [2.123955737306044, -0.09575681730267709] User Vector: [1.9061324786164668, -0.8771068879623125] Predicted: 4.132529978048361 Movie Vector: [2.058130880965054, -0.48625118539036977] User Vector: [1.6205786452365398, -0.4198698840691759] Predicted: 3.539525183632187 Movie Vector: [2.0679299935014077, -0.028547595281170648] User Vector: [1.4052364499001444, -0.41978491594216716] Predicted: 2.9179144525954044 Movie Vector: [1.9935401600492961, -0.3746006188197758] User Vector: [2.1759930723975973, -0.06810851704231992] Predicted: 4.3634430704446165 Movie Vector: [2.261362118434163, -0.5579022499060424] User Vector: [1.5092111609351526, 0.22124995587512208] Predicted: 3.289437099882456 Movie Vector: [1.4255529326007799, 0.2546903509898485] User Vector: [1.9414765850100826, -0.5772545982806119] Predicted: 2.6206564630902776 Movie Vector: [1.5596566647271086, -0.3208874860082353] User Vector: [2.010913522109633, -0.5654102359194659] Predicted: 3.3177677461156736 Movie Vector: [1.4107202534952683, -0.24853040753273087] User Vector: [2.104758298639345, -0.4252410601900084] Predicted: 3.07491049459144 Movie Vector: [1.778108512698343, -0.276396561677835] User Vector: [1.7318808320378367, -0.37506600116335925] Predicted: 3.183139003549374 Movie Vector: [1.9349189432737455, -0.08858833085995887] User Vector: [1.5531113931734404, -0.0032571272278913207] Predicted: 3.0054331991300853 Movie Vector: [1.4307687603683261, -0.727357880158217] User Vector: [1.944039213816023, 0.19038779376169004] Predicted: 2.6429905139804637 Movie Vector: [1.9244945589867393, -1.016417612050355] User Vector: [2.374126566960162, -0.14088392691709006] Predicted: 4.712190565034044 Movie Vector: [2.362879996967249, -0.19218667026939565] User Vector: [2.16978132087586, 0.6749005405416555] Predicted: 4.99722599324103 Movie Vector: [1.958394263220531, -0.35611211812210786] User Vector: [1.8728528730035614, -0.22492043823311597] Predicted: 3.7478812160144117 Movie Vector: [2.3000226292215324, 0.0929322175657775] User Vector: [1.9877563358131303, -0.03268002999505645] Predicted: 4.568847526091118 Movie Vector: [2.2124327299492994, 0.2375733346495971] User Vector: [1.970978052725276, 0.12004214956328772] Predicted: 4.389175167631392
avg loss: 1.026352577548793: 84%|██████████████████████████████████████▍ | 58495/70000 [01:34<00:19, 604.74it/s]
Movie Vector: [1.9142310138350662, -0.665473526424044] User Vector: [1.6954312674006267, -0.4782390836659495] Predicted: 3.5637025633649557 Movie Vector: [2.0062640880409877, -0.35384724264931977] User Vector: [1.4679504032770865, -0.1322448587456585] Predicted: 2.9918906557418037 Movie Vector: [1.6299398021104685, 0.0996720031472634] User Vector: [1.7810879679019276, -0.37879608182050084] Predicted: 2.86531080568402 Movie Vector: [1.5080473249329327, -0.6514508364510115] User Vector: [1.8295891247528704, -0.6201146412692774] Predicted: 3.1630811870603415 Movie Vector: [2.397633106435231, -0.2255135255566919] User Vector: [1.6805966278762745, -0.24380399849524648] Predicted: 4.084435212805048 Movie Vector: [1.0986890799337483, -0.4370565792723478] User Vector: [1.681801073152423, -0.032046081443037666] Predicted: 1.8617824244280035 Movie Vector: [1.937626727020276, -0.09578816783686828] User Vector: [2.03925219574862, 0.008255524176283835] Predicted: 3.95051877608193 Movie Vector: [1.975605274846868, -0.35817907614813943] User Vector: [1.8525566044118582, -0.18599312354548067] Predicted: 3.7265394447898967 Movie Vector: [2.131608606383576, -0.028403914036218947] User Vector: [1.7906493876202276, -0.15247125264655578] Predicted: 3.821294426019925 Movie Vector: [2.351942235025854, -0.2969489401838343] User Vector: [2.197331439919369, 1.1254256094917814] Predicted: 4.833802675902208 Movie Vector: [1.4755188297107547, 1.3713426836369351] User Vector: [2.060980510180043, -0.09590623089222976] Predicted: 2.909495242388277 Movie Vector: [1.7720586333953794, -1.9880451880650203] User Vector: [1.9014938927228946, 0.015065718971358128] Predicted: 3.3396073388424443 Movie Vector: [1.5587808317231886, -1.284597223633556] User Vector: [1.626129067203741, -0.3119665136247483] Predicted: 2.9355301371340916 Movie Vector: [2.268221316827961, -0.14535932551011904] User Vector: [1.7430332860543423, -0.38874712092007135] Predicted: 4.010093274660091 Movie Vector: [1.7076534279853817, -0.6132938429151175] User Vector: [1.9070412166741217, -0.40471976828109124] Predicted: 3.5047776129558033 Movie Vector: [2.065611617333187, -0.25935176765314744] User Vector: [1.842776780875422, -0.17002335031669571] Predicted: 3.8505569831750694 Movie Vector: [2.0529762788412915, -0.2666332417789664] User Vector: [1.9381637139147179, -0.020303847055997987] Predicted: 3.98441780973898 Movie Vector: [1.4930182038962214, -0.1816253713767948] User Vector: [2.278332893953757, -0.3856060977925492] Predicted: 3.471628335925247 Movie Vector: [1.8862983010622394, -0.3028655099255467] User Vector: [2.2406779124842244, -0.13088716194936367] Predicted: 4.266228146593179 Movie Vector: [2.245543130321923, -0.22278581422650637] User Vector: [1.797666403715121, -0.4286321385431966] Predicted: 4.132230603462002 Movie Vector: [2.0788979393876885, -0.2670990642678174] User Vector: [1.693251858686552, -0.03379699627086867] Predicted: 3.5291249459668586 Movie Vector: [1.5819649035875512, 0.1308838717641007] User Vector: [2.0179900601263294, -0.3780250697840053] Predicted: 3.14291206615116 Movie Vector: [1.511303056541076, -0.4592252987723452] User Vector: [2.058881369522652, -0.04809535069042081] Predicted: 3.13368030860543 Movie Vector: [1.975981588837154, -0.26169196969383135] User Vector: [1.5539719746739642, -0.12212326591562751] Predicted: 3.102578689527573 Movie Vector: [1.955583457677891, -0.4117789663776532] User Vector: [2.2777367202151546, -0.18060858926854512] Predicted: 4.528675069206178 Movie Vector: [1.6543855727380925, -0.5846638556649761] User Vector: [2.0817881765025965, 0.09892955333554694] Predicted: 3.3862397906102624 Movie Vector: [1.9325947708271676, -0.8621966117698765] User Vector: [2.1602977619748187, 0.15767096231178623] Predicted: 4.039036788742449 Movie Vector: [1.9138387626762312, -0.5296844755917548] User Vector: [1.605925300761456, 0.010835228207093144] Predicted: 3.0677428383889684 Movie Vector: [1.7205855362332219, -0.46537502035583694] User Vector: [2.11914592924726, -0.902496083309123] Predicted: 4.0661709681713925 Movie Vector: [2.1387401571237503, -0.022024553818853588] User Vector: [2.1417910617854172, -0.49483220936717165] Predicted: 4.591633010635697 Movie Vector: [2.087007902179605, -0.3018984400974154] User Vector: [1.911826414618882, 0.6950256897456845] Predicted: 3.780169663343456 Movie Vector: [1.626010132942646, -0.0899983475303147] User Vector: [2.007087233344969, -0.8367170604170703] Predicted: 3.338847331906699 Movie Vector: [1.2125191113664309, -0.6184987448371209] User Vector: [1.649184950538029, -0.350530492466967] Predicted: 2.216470940323219 Movie Vector: [1.3778354660041465, -1.1846988280548054] User Vector: [2.0607271172615538, -0.5508261333783105] Predicted: 3.491905982594699 Movie Vector: [2.088371540490428, -0.17532148949202683] User Vector: [1.700951692870277, -0.10426338912845048] Predicted: 3.5704987198207885 Movie Vector: [1.7239171783470044, -0.27817274726018576] User Vector: [2.0548203373125142, -0.04217335026241554] Predicted: 3.5540715546134916 Movie Vector: [1.6857759040527696, -0.5826078495089804] User Vector: [1.999486249229807, -0.13072339502583216] Predicted: 3.446846215492972 Movie Vector: [2.096683012143825, -0.0940379116383402] User Vector: [1.8284756787357912, -0.30573734478335785] Predicted: 3.862484795136762 Movie Vector: [1.096757816625738, 0.04671190644697666] User Vector: [1.8909785050202974, -0.48170263947524544] Predicted: 2.051444207821834 Movie Vector: [1.6096627865801503, -0.3349477490894064] User Vector: [1.8131797076041813, 0.12398794047354254] Predicted: 2.8770784191368843 Movie Vector: [1.3149629848387112, -0.7318296997355825] User Vector: [1.9445002347973486, -0.27291878579726847] Predicted: 2.756675905830911 Movie Vector: [2.2547189845961446, -0.4115234021339882] User Vector: [1.4525734867735731, 0.3109452349477298] Predicted: 3.14718377618635 Movie Vector: [1.975139614956764, -0.5457175907674935] User Vector: [1.7142853119270882, -0.10964209184173156] Predicted: 3.445786449132283 Movie Vector: [1.9974993574031936, 0.16900853377344754] User Vector: [1.4025347350579875, -0.10206745682105824] Predicted: 2.784311960790677 Movie Vector: [1.9722154639483447, -0.10174036571199316] User Vector: [2.055493394449896, -0.6740496145934836] Predicted: 4.122453912874529 Movie Vector: [1.6019176338303693, -0.5600352575196954] User Vector: [1.617680094431945, -0.24362079088324004] Predicted: 2.7278265015263568 Movie Vector: [1.832158399239637, -0.5939307698536355] User Vector: [1.5751092886449074, -0.014344786712957198] Predicted: 2.89436952312695 Movie Vector: [2.3520750826239327, -0.36489887620904216] User Vector: [1.7284191138014409, -0.03530197397941275] Predicted: 4.0782531805363575 Movie Vector: [1.7454371139833096, -0.39944680042106795] User Vector: [2.20151941127335, -0.6360087030478908] Predicted: 4.096665329063624 Movie Vector: [1.7105925430582658, -0.9042700032239132] User Vector: [2.0895384107540917, -0.7162946444404688] Predicted: 4.222072584307224 Movie Vector: [1.5194349104214533, -0.6401765581517755] User Vector: [1.5200793520260287, -0.06632387550657876] Predicted: 2.3521206244242583 Movie Vector: [1.8532063499093652, -1.1996803469324218] User Vector: [1.8693738346160242, 0.2442728826822282] Predicted: 3.1712860840224373 Movie Vector: [2.108316136021672, 0.06107455690617314] User Vector: [1.9852339781972157, -0.24979039803541342] Predicted: 4.170244992132257 Movie Vector: [1.2459194146142003, -0.12175501973592971] User Vector: [1.676680070422381, -0.3026315085779031] Predicted: 2.125855157135566 Movie Vector: [2.248852646670504, -0.2652732950666263] User Vector: [1.670032628262031, -0.7236051662672467] Predicted: 3.9476104228761133 Movie Vector: [1.8060088872885096, -1.0657580951688397] User Vector: [1.494291722456706, -0.1669661226519162] Predicted: 2.8766496277936993 Movie Vector: [1.8596277647509871, 0.009779064399423162] User Vector: [2.087615992380915, 0.1207187969843771] Predicted: 3.8833691784596662 Movie Vector: [1.2861146549682407, -1.0773747102492375] User Vector: [1.623255997098707, -0.0064686278450999425] Predicted: 2.094662462684056 Movie Vector: [1.33080119904132, -0.5721090403455691] User Vector: [2.0437199827772585, -0.3030802323166372] Predicted: 2.8931799444430646 Movie Vector: [1.7938185658256665, -0.13340330260238303] User Vector: [2.053292956773106, -0.022028186472414807] Predicted: 3.6861736597644366 Movie Vector: [1.7781144316606237, -0.26992551129487685] User Vector: [1.8388481063521598, -0.5773666020167527] Predicted: 3.4255283307905424 Movie Vector: [1.8912672431687314, -0.3600295650306104] User Vector: [1.736155006257362, -0.3025095938923031] Predicted: 3.3924454899045853 Movie Vector: [1.929520902693078, -0.8624209603551745] User Vector: [2.120197222643033, -0.0710355225323312] Predicted: 4.152227382483206 Movie Vector: [2.1129970746281295, 0.04296566229673907] User Vector: [1.7664087509187996, -0.13796318135874105] Predicted: 3.726488843829308 Movie Vector: [0.8027255455437795, -0.7355881253026338] User Vector: [1.5152947753820287, -0.06384573005775121] Predicted: 1.2633299861099372 Movie Vector: [1.5883631260391797, -0.380506525128382] User Vector: [1.1867816846501542, -0.012646518820311049] Predicted: 1.8898523494882502 Movie Vector: [1.4049732372116779, -0.24736929212154896] User Vector: [1.8734713762515482, -0.782314795149831] Predicted: 2.8256978014079834 Movie Vector: [1.9969078506243223, -0.3811632006467216] User Vector: [2.104916013695869, 0.6655772106224505] Predicted: 3.9496297727757645 Movie Vector: [1.9705059054101892, -0.14032754815100426] User Vector: [1.9092264035421345, -0.5830164397736336] Predicted: 3.8439551704699944 Movie Vector: [2.354717452415816, -0.18302000625242212] User Vector: [2.0820475382967447, 0.20539419888509933] Predicted: 4.865042427622569 Movie Vector: [2.0906916102192743, -0.2132357859627441] User Vector: [1.7947326204097953, 0.13621210668922873] Predicted: 3.7231871364500937 Movie Vector: [1.1302161703251006, -1.8528438243264502] User Vector: [1.3719192568370009, -0.40932606057654314] Predicted: 2.3089825919326956 Movie Vector: [1.9665704555715215, -0.3770940273369452] User Vector: [1.2761082467139289, 0.3431530517283842] Predicted: 2.3801558098295676 Movie Vector: [2.3471450636457303, -0.36479818338500614] User Vector: [1.8772704103206772, -0.35845082662054545] Predicted: 4.5369881870964015 Movie Vector: [2.0697151692345397, -0.11466006874897483] User Vector: [1.8393775064782625, -0.7127286735195681] Predicted: 3.8887090458119817 Movie Vector: [1.9138561823392632, -0.6747888383504752] User Vector: [1.9687759767538935, -0.3436854505324935] Predicted: 3.9998691806742417 Movie Vector: [1.3397625864636533, -0.13465692491312017] User Vector: [2.1669924308448776, -0.013297123112856484] Predicted: 2.905045933704461 Movie Vector: [1.8917081339440842, -0.4285518300059799] User Vector: [1.8577134294819906, -0.49290177571349086] Predicted: 3.725485563083455 Movie Vector: [1.7628408549316013, -0.9504732477736663] User Vector: [2.076404436974426, -0.28024702915526173] Predicted: 3.9267378768398906 Movie Vector: [1.7722329393555736, -0.9874398343439029] User Vector: [2.0673307239397603, 0.398876045368972] Predicted: 3.2699255093449584 Movie Vector: [2.191591402208467, -0.4011127899707058] User Vector: [2.0076091301610166, -0.3845142428210973] Predicted: 4.554092489377546 Movie Vector: [2.1839505894979783, -0.5825095502997977] User Vector: [1.5559611162451812, -0.08144177503664747] Predicted: 3.4455828088118103 Movie Vector: [1.5344459121038883, -0.7856220588320799] User Vector: [2.7206770866570382, 0.5383540022112983] Predicted: 3.751789054177878 Movie Vector: [1.690286850119316, 0.35425200047152033] User Vector: [1.5452826083583477, -0.648214762853289] Predicted: 2.382339496150242 Movie Vector: [1.8896670592479694, -0.13134022159829206] User Vector: [1.7780378037936682, -0.31048257890207737] Predicted: 3.4006783186419067 Movie Vector: [1.1305273897137633, -0.32511261045665796] User Vector: [2.150120052527992, -0.15351573968443674] Predicted: 2.4806795134306827 Movie Vector: [2.02894689545783, -0.2044399661018625] User Vector: [1.6758274237803592, -0.6379257146663545] Predicted: 3.530582360284149 Movie Vector: [1.678406934340257, -0.27766428124851894] User Vector: [1.8393605003691096, -0.5872347724958183] Predicted: 3.2502495396002677 Movie Vector: [1.5490412996180252, 0.2809790300929515] User Vector: [1.1705679534057216, -0.10665445342271224] Predicted: 1.7832904389570035 Movie Vector: [2.016887249973773, -0.07534309038442197] User Vector: [2.0334756307859996, -0.14247019983362805] Predicted: 4.11202521800781 Movie Vector: [2.155905109920266, -0.6185849578222776] User Vector: [1.6748458718791686, -0.6988064197396133] Predicted: 4.043079913193728 Movie Vector: [1.9701150128853888, -0.5125769657171659] User Vector: [1.8894726537914872, -0.431234511831628] Predicted: 3.943519319258185 Movie Vector: [1.976637731270601, -0.37332703227506325] User Vector: [2.0424124512201214, -0.7954162917983176] Predicted: 4.334059917538869 Movie Vector: [1.7293848342858358, -0.13561928271904977] User Vector: [1.9925320057137195, -0.11732284889374907] Predicted: 3.46176587312397
avg loss: 1.0263628675723475: 84%|█████████████████████████████████████▋ | 58556/70000 [01:34<00:19, 576.77it/s]
Movie Vector: [1.3737028831014109, -0.10521796483627828] User Vector: [1.7927549842728434, -0.1898703113666082] Predicted: 2.4826904583348544 Movie Vector: [1.1732374975371358, 1.222375131952229] User Vector: [2.0146545899580115, -0.7782863889057257] Predicted: 1.412310382188782 Movie Vector: [1.7930557545349366, -0.10932093684008456] User Vector: [1.9830942465129369, -0.10244317191389554] Predicted: 3.5669977340216428 Movie Vector: [2.173834725524046, -0.575623370033351] User Vector: [1.9852962147667697, 0.44458343537929207] Predicted: 4.059793236777415 Movie Vector: [2.010032201610948, -0.05650781239587247] User Vector: [1.8860358502626673, -0.2910375154193689] Predicted: 3.8074386857421243 Movie Vector: [1.3674433507953814, -0.1236900942512052] User Vector: [2.0448653069222438, -0.33972889173328336] Predicted: 2.8382585658613264 Movie Vector: [1.91523855788685, -0.5913439728572126] User Vector: [1.8908499868821251, -0.22819301233310374] Predicted: 3.7563693645478033 Movie Vector: [1.5498697218925324, -0.38009633379640007] User Vector: [2.1027703455224303, -0.3449666075610804] Predicted: 3.390140633434861 Movie Vector: [1.9002630339049336, -0.5981054733550755] User Vector: [1.7664622160498098, 0.3702167310608348] Predicted: 3.135314196774135 Movie Vector: [1.1965315120014755, -0.1477150284063055] User Vector: [1.9273577039097167, -0.9309481088973584] Predicted: 2.443659253977355 Movie Vector: [1.8249672588776873, -0.5208436734159206] User Vector: [1.8389704298237899, -0.30953629299011] Predicted: 3.51728084436916 Movie Vector: [2.374511361787681, 0.1863308176683206] User Vector: [1.7845074189487546, -0.5822286469392959] Predicted: 4.128846001634109 Movie Vector: [1.34726271134383, -0.13470294726302504] User Vector: [1.7288639792271212, -0.28381011191752825] Predicted: 2.367464030736554 Movie Vector: [1.8955191906740767, 0.0018084412235467653] User Vector: [1.8008204973114077, -0.3453674236167916] Predicted: 3.412865234926869 Movie Vector: [1.5619100570182158, -0.5077193103330507] User Vector: [2.2459735376192964, -0.03602673454685385] Predicted: 3.52630012502204 Movie Vector: [1.1100038563829393, -0.24917371905107802] User Vector: [2.1576274870277, -0.5467384424331722] Predicted: 2.5312076822878447 Movie Vector: [1.407920416815656, -0.47963552634089635] User Vector: [1.721710223172484, -0.03426116254052587] Predicted: 2.440463845772956 Movie Vector: [2.4020768497860843, -0.1707871335910437] User Vector: [1.803056808742478, -0.0973167382136718] Predicted: 4.3477014658994255 Movie Vector: [1.8456395892571464, 1.05231738173945] User Vector: [1.8380475046296734, -0.2118898580846125] Predicted: 3.1693978608030906 Movie Vector: [1.868502624173777, 0.010292263357868956] User Vector: [2.2343462172487567, -0.6801937714303303] Predicted: 4.167881036812111 Movie Vector: [1.9695560906997542, -0.3707380482816608] User Vector: [1.9364909587955885, -0.5355686081613962] Predicted: 4.01258322299154 Movie Vector: [1.977812495423812, -1.1833979416686362] User Vector: [2.3163860117192288, -0.9269785806484383] Predicted: 5.678361742513496 Movie Vector: [2.014484098904033, 0.006683148306331037] User Vector: [1.8753675355371004, -0.46334293350517913] Predicted: 3.774801490399027 Movie Vector: [2.416542537666588, -0.32644399980437455] User Vector: [1.7865287809276862, -0.6412819337850912] Predicted: 4.526565433344476 Movie Vector: [1.7478074372222032, -0.44396806825346724] User Vector: [1.8158273409902206, 0.13406059409854124] Predicted: 3.114197908303284 Movie Vector: [1.9692269909502191, -0.390331901462277] User Vector: [1.7864401650326935, -0.19584501351837896] Predicted: 3.594350747218478 Movie Vector: [2.1523028592231612, -0.4841578932266687] User Vector: [1.7112905379027983, -0.5009017361142327] Predicted: 3.925731046960382 Movie Vector: [1.888118147751206, -0.07416267379428287] User Vector: [1.6303396117066153, 0.5461740674310765] Predicted: 3.0377680786631274 Movie Vector: [1.9462626037541582, -0.2204589549352403] User Vector: [2.0120654355656438, -0.1413677515053966] Predicted: 3.9471735003061585 Movie Vector: [1.4594524758062808, -1.438011498224181] User Vector: [1.8723430375631689, -0.27164588307468285] Predicted: 3.123225585036874 Movie Vector: [1.3978156849684036, -0.4907745005270966] User Vector: [1.664901150016849, -0.37332797968834697] Predicted: 2.510444794179823 Movie Vector: [1.3816310474497904, 0.2677495402503926] User Vector: [1.740794556342078, -0.39997423139599336] Predicted: 2.298042889705517 Movie Vector: [2.0959579993515507, -0.515063977250505] User Vector: [1.8225852297643472, -0.050123066930113494] Predicted: 3.8458786780295853 Movie Vector: [1.7265215172089126, 0.1255438340218193] User Vector: [1.6575246784366566, -0.10061763514881805] Predicted: 2.84912009893888 Movie Vector: [1.8376569825317426, -0.3377192692394452] User Vector: [1.4855271413530842, -0.2419119880305932] Predicted: 2.8115876638658674 Movie Vector: [1.3903233975945584, -0.5485332031630304] User Vector: [2.123807865292938, -0.12624352406268258] Predicted: 3.022028531744816 Movie Vector: [1.8520127643205986, -0.08327721369134397] User Vector: [2.0241987497636225, -0.4039174486648772] Predicted: 3.7824790417701535 Movie Vector: [2.204046491846994, -0.13104647294069172] User Vector: [1.9601715279288605, -0.6844112293920542] Predicted: 4.409998857202799 Movie Vector: [1.9297103597192495, -0.11675719352804251] User Vector: [1.8170845729275968, -0.6035289197079341] Predicted: 3.5769132677425213 Movie Vector: [1.4128016916543866, -0.7722790266280256] User Vector: [1.9653313448104317, -0.46304447422227724] Predicted: 3.1342229844474345 Movie Vector: [1.859641957844406, -0.3084996152636843] User Vector: [2.0360444042345334, -0.06233475099100189] Predicted: 3.8055438488471363 Movie Vector: [2.1720130878391863, -0.27099564089804973] User Vector: [1.1824805845161444, -1.8705718303615195] Predicted: 3.075280117699455 Movie Vector: [1.9135443317235667, -0.08808789735920738] User Vector: [2.05191953096631, -0.6700027785729814] Predicted: 3.985458123622782 Movie Vector: [1.8767971027643149, -0.21557830766177358] User Vector: [1.5959496943769342, -0.004537029938035765] Predicted: 2.9962518478000764 Movie Vector: [1.5748498487744629, -1.0969211663244645] User Vector: [1.9929023102098506, 0.16430624299114216] Predicted: 2.9582909061600264 Movie Vector: [1.9497374344867273, 0.2626808774405169] User Vector: [1.4975027532333034, -0.11749956682261872] Predicted: 2.8888722869140655 Movie Vector: [2.1056407266139394, -0.03167914260941836] User Vector: [1.8445423008712902, -0.5890625359189139] Predicted: 3.902604386758012 Movie Vector: [2.27377321204312, -0.23731673916093707] User Vector: [1.726674890257367, -0.9276301573432477] Predicted: 4.146209275462742 Movie Vector: [1.5683613838820574, -0.3118236285197663] User Vector: [1.4078658361130871, -1.689171422247991] Predicted: 2.7347659731238543 Movie Vector: [1.6904166446532218, -0.15188067726943572] User Vector: [2.0674119965930564, -0.3739361456996748] Predicted: 3.5515813254610418 Movie Vector: [1.400250960539723, 0.7032150875984022] User Vector: [1.8801794746781926, -0.6941641410558985] Predicted: 2.1445764181449176 Movie Vector: [2.3104008379944814, -0.35778214670440234] User Vector: [1.681534787657902, -0.19126498880335208] Predicted: 3.953450580805146 Movie Vector: [1.6298065964026431, -0.6434232621315615] User Vector: [1.9255137839277359, -0.008840602375008066] Predicted: 3.143903315728973 Movie Vector: [1.5403525846922483, -0.25478207579895135] User Vector: [1.7099233728655951, 4.56410491100432e-05] Predicted: 2.6338732584979727 Movie Vector: [1.5607551194022726, -0.7664272838607251] User Vector: [1.4848355564274094, -0.07503462640388611] Predicted: 2.374973281074836 Movie Vector: [2.0290290676151397, -0.35229335401064144] User Vector: [1.6838140528497414, -0.368194590388272] Predicted: 3.546220164867439 Movie Vector: [1.7551780251236553, -0.576783296626753] User Vector: [1.8588986933033582, -0.6768625301962011] Predicted: 3.653101138946822 Movie Vector: [2.168835542491124, 0.29888334827972124] User Vector: [1.824271941988691, -0.45965035376554364] Predicted: 3.819163990182975 Movie Vector: [1.9462274367856944, -0.3063662158722683] User Vector: [1.1828039289955536, -0.10443498222183475] Predicted: 2.334000809257056 Movie Vector: [1.2805484927484294, -0.886695093075744] User Vector: [2.2596944121973617, -0.2639274679534101] Predicted: 3.127671464373574 Movie Vector: [2.116758477679187, -0.1163342058916288] User Vector: [1.8963162001442, -0.15804772916224089] Predicted: 4.032429750080681 Movie Vector: [1.4717682342143021, 0.25255183913890367] User Vector: [1.9528169902371677, -0.42871363998133083] Predicted: 2.7658215952238256 Movie Vector: [1.7125997390844712, 1.2012462979052327] User Vector: [1.4851586967632948, -0.664513952682333] Predicted: 1.7452374710098262 Movie Vector: [1.5746273733952911, 0.1419838034298037] User Vector: [1.888108387981435, -0.18161967107402052] Predicted: 2.947280099976065 Movie Vector: [1.8464396591450731, -0.610013499400098] User Vector: [2.0084277069909104, -0.018691632482479473] Predicted: 3.7198427188539553 Movie Vector: [2.073017360589641, -0.27158002149522803] User Vector: [1.4487081803390174, 0.3514179286834735] Predicted: 2.907759119645345 Movie Vector: [1.7613071801399405, -0.5812776831628882] User Vector: [1.2300499049740445, -0.11187222753147233] Predicted: 2.2315245587910018 Movie Vector: [1.6202875176511173, -0.40122863320003055] User Vector: [1.818657433515108, -0.19185429424025038] Predicted: 3.0237253746595183 Movie Vector: [2.0976994593894767, -0.29173140394705316] User Vector: [1.9988504420913404, -0.26453894961473906] Predicted: 4.270161810945208 Movie Vector: [1.5408933685444968, -1.0297540581636266] User Vector: [1.7733556765032543, -0.5831037378408329] Predicted: 3.3330054423665816 Movie Vector: [1.4611939275414065, -0.6038374678248912] User Vector: [1.8108178015397287, -0.6081390686893146] Predicted: 3.0131731308164746 Movie Vector: [1.6402998617264675, 0.1778153510432047] User Vector: [1.501062059235974, -0.6533590664245764] Predicted: 2.346014616454068 Movie Vector: [1.8803637632401378, 0.11464730142527538] User Vector: [1.8033787924516704, -0.4782633514232746] Predicted: 3.3361765301105915 Movie Vector: [1.8444525865365575, -0.23833977405572973] User Vector: [1.891134255487613, -0.18134682926746956] Predicted: 3.5313296313353466 Movie Vector: [1.9166563509291186, -0.2884475628362405] User Vector: [1.8313292249801585, -0.351310551733256] Predicted: 3.611363462146434 Movie Vector: [1.5524246976078986, -0.39406963051782656] User Vector: [2.3943157733196028, -0.15154681230755793] Predicted: 3.7767149367057002 Movie Vector: [2.0756495872607306, -0.26027791850070064] User Vector: [2.009311333918914, -0.29721130246963895] Predicted: 4.247983780088782 Movie Vector: [1.8609102949188825, -0.6977212634466649] User Vector: [2.0732882356545046, -0.29962232857264376] Predicted: 4.06725629171221 Movie Vector: [1.6642606155522532, 0.13041334279889333] User Vector: [1.759926382182364, -0.28691581445936537] Predicted: 2.891558513671958 Movie Vector: [0.7881811735177732, -0.7349753098522553] User Vector: [2.0825513533917364, -0.7075459673494314] Predicted: 2.1614565862146877 Movie Vector: [1.91775658961214, -0.862026806397225] User Vector: [1.906882016161102, 0.1282135841141893] Predicted: 3.54641200565514 Movie Vector: [1.6617344209380438, -0.17934431260355363] User Vector: [1.4481203457839997, -0.6069704078953069] Predicted: 2.5152481148246566 Movie Vector: [2.3300249602174605, -0.28155194285758417] User Vector: [1.812590758105775, -0.21277143095703677] Predicted: 4.283287918816487 Movie Vector: [2.0747651783845766, 0.33043347298920706] User Vector: [1.3877497481233336, -0.3514405609022558] Predicted: 2.7631271286300523 Movie Vector: [2.2953425379127923, -0.09704715291946421] User Vector: [2.105540544871416, -0.842166371689339] Predicted: 4.914666626600405 Movie Vector: [1.9407801296816785, 0.00931571701451257] User Vector: [2.0974092820870283, -0.32616116546207286] Predicted: 4.067571833365851 Movie Vector: [1.6390554303122329, -0.3130584470883015] User Vector: [2.297232153194703, 0.4733650744373471] Predicted: 3.617099900272447 Movie Vector: [2.157447495578363, 0.09869731818959736] User Vector: [2.0001097902639127, -0.43814480770425446] Predicted: 4.271888140387537 Movie Vector: [1.7625997770048087, -0.16262425067124509] User Vector: [1.9378932718886288, 0.20262137412612524] Predicted: 3.3827790997527774 Movie Vector: [1.5997457608121237, -0.37019871819668376] User Vector: [1.8751294240822314, -0.10533170196499084] Predicted: 3.0387240082025433 Movie Vector: [0.6269213169127484, -1.9519114156081965] User Vector: [1.711689432262739, -0.24046268484157518] Predicted: 1.5424564525898576 Movie Vector: [1.7778736361151464, -0.2699928962354191] User Vector: [1.8992105059630822, -0.17189064185820202] Predicted: 3.4229655402157326 Movie Vector: [1.7530869499597403, -0.3014599527108228] User Vector: [1.9869433668168015, 0.06382177352067021] Predicted: 3.464044777848142 Movie Vector: [1.9357813151681984, -0.24055261518646215] User Vector: [2.041794477960951, 0.19303504828982967] Predicted: 3.9060325141616516 Movie Vector: [1.7373244790384381, 0.1511495260344263] User Vector: [1.6531569767900514, -0.028645562314645576] Predicted: 2.867740320303687 Movie Vector: [2.3652534325952557, -0.2901312328660166] User Vector: [1.8862778066777888, -0.49182487840784944] Predicted: 4.6042188153995385 Movie Vector: [2.0714381783493296, -0.2537990563887531] User Vector: [1.7579620704414907, -0.03424247129145026] Predicted: 3.6502004557047263 Movie Vector: [2.2143232937217703, -0.6429591420713732] User Vector: [2.1131386606977878, 0.28055477147780145] Predicted: 4.4987869040737385 Movie Vector: [1.8448902996541727, -0.4963344639173706] User Vector: [1.9897572267243107, -0.28505469502408104] Predicted: 3.8123662754923764 Movie Vector: [1.9739699134339936, -0.45924683506827124] User Vector: [2.391795869808303, 1.3878722772802814] Predicted: 4.083957135257315 Movie Vector: [2.3745458853530574, -0.3650782798887279] User Vector: [1.56513008594997, -0.25654118626188166] Predicted: 3.8101308206358797 Movie Vector: [2.031584306572279, -0.5243084564021492] User Vector: [1.8261365557160247, -0.3814250020857801] Predicted: 3.9099347223274123 Movie Vector: [1.4168759912682987, -0.25233958455278693] User Vector: [1.9692437354966297, 0.4652004747250447] Predicted: 2.672785675254797 Movie Vector: [2.1048133624316154, -0.5161460704613613] User Vector: [2.1817991458898542, -0.22688738264205865] Predicted: 4.709387027398813 Movie Vector: [1.9117739659222792, -0.12239269967116229] User Vector: [1.755012569082297, -0.21519200447979545] Predicted: 3.381525269813842 Movie Vector: [1.7452941261845123, 0.15101142963635047] User Vector: [1.5375368005402035, 0.06397763016990016] Predicted: 2.693115300172048 Movie Vector: [1.859359054656659, -0.5989400843202805] User Vector: [2.103390649489192, -0.12360589477404882] Predicted: 3.9849909746463323 Movie Vector: [1.5959102203132878, -0.9432647146660844] User Vector: [2.136135015136883, -0.5419138113097394] Predicted: 3.9202478792247235 Movie Vector: [1.2543269864867543, -0.5900973236743835] User Vector: [2.2674820552630024, -0.8977175452653297] Predicted: 3.3739046541674425 Movie Vector: [1.5880930248418852, -0.43650888478164857] User Vector: [1.6991477501267296, -0.20290167775749945] Predicted: 2.7869730752302933 Movie Vector: [1.7214357125877744, -0.3543704008608799] User Vector: [2.0023748913378707, -0.2884492501382981] Predicted: 3.549177524337604 Movie Vector: [2.0190410039813522, -0.9830345876575601] User Vector: [2.050896770675581, -0.23298679373581505] Predicted: 4.369878751636682 Movie Vector: [2.419453942437057, -0.6132543494657234] User Vector: [1.6355311616340387, -0.4750925503666562] Predicted: 4.24844488990525 Movie Vector: [1.853195263824476, 0.11184527831323973] User Vector: [2.1560668460513552, -0.4635356727714489] Predicted: 3.9437685912621094 Movie Vector: [2.0797746602555054, 0.9618217889153855] User Vector: [1.7923464582985575, -0.6182146761477234] Predicted: 3.1330644006218917 Movie Vector: [2.3237104730442657, -0.27929939200061754] User Vector: [1.9677368168773481, -0.0006667223304720965] Predicted: 4.572636864714214 Movie Vector: [2.1376257620871653, 0.1030394746307795] User Vector: [1.6780522345624251, 0.029986914316733625] Predicted: 3.590137522625569 Movie Vector: [1.5368731371730249, 0.961531840101921] User Vector: [2.029331857888175, -0.7901053797663536] Predicted: 2.3591141391165937 Movie Vector: [1.9808756583354303, -0.04387940942618357] User Vector: [1.9688982714144163, -0.034412432526036665] Predicted: 3.9016526567996834 Movie Vector: [2.0392529981519507, -0.3900138809664375] User Vector: [1.541671752056814, -0.1452471828891201] Predicted:
avg loss: 1.0264175416721693: 84%|█████████████████████████████████████▋ | 58692/70000 [01:34<00:18, 622.50it/s]
3.2005071600460564 Movie Vector: [1.7974351774199768, -0.5769082552188607] User Vector: [1.9500327172560712, -0.6402913786302673] Predicted: 3.874446785193192 Movie Vector: [2.286836210454633, -0.18843000349738476] User Vector: [1.8828525020337992, 0.4805863857683249] Predicted: 4.215218386244877 Movie Vector: [1.3560098804315581, 0.503957694646689] User Vector: [1.5573265512546046, -0.25794919517372705] Predicted: 1.9817547088239267 Movie Vector: [0.009267112428536423, -0.1984551917958098] User Vector: [1.4867997823461447, -0.42091089071489607] Predicted: 0.09731029228749505 Movie Vector: [1.9362030501064018, 0.09399932417228696] User Vector: [1.5411563899052598, -0.10907934324522581] Predicted: 2.973738318279327 Movie Vector: [1.2968052184223136, -0.2807042707121] User Vector: [1.5737200233305881, -0.6134850054323088] Predicted: 2.2130161996334765 Movie Vector: [2.0995582298772777, 0.04603434140880426] User Vector: [1.9467392433400164, 0.1324888981236123] Predicted: 4.093391438948695 Movie Vector: [1.7126198302686801, -0.675806248608545] User Vector: [2.137744543621534, 0.21417308664248252] Predicted: 3.51640418721814 Movie Vector: [2.317866432454867, -0.250324307327278] User Vector: [1.7832025647543652, -0.2759015537476157] Predicted: 4.202290232443961 Movie Vector: [2.2573551323317425, 0.5309356294466776] User Vector: [1.7581967452060923, -0.17688253208798352] Predicted: 3.8749612079276816 Movie Vector: [2.005771403186145, -1.4270928796583446] User Vector: [1.5821635214944172, -0.01663155730483117] Predicted: 3.197193123585144 Movie Vector: [2.252041741121333, -0.26665509155448014] User Vector: [1.8990250448713597, -0.3190926150137091] Predicted: 4.361771338955954 Movie Vector: [1.8179450154369972, -0.1111361362398554] User Vector: [1.8224873170694231, -0.010186275286830667] Predicted: 3.314313797041558 Movie Vector: [0.9070745207375812, -0.11150050466738819] User Vector: [1.4853538306327772, 0.22713581473158118] Predicted: 1.322000856076347 Movie Vector: [2.0574874044631724, -0.25759142292690335] User Vector: [2.030116735925466, -0.28522891342683876] Predicted: 4.250412135426048 Movie Vector: [1.5784501919296139, -0.6271109189532839] User Vector: [1.8425834581297618, -0.4427572714757652] Predicted: 3.1860841325196696 Movie Vector: [1.8252670847922505, -0.08206726339127823] User Vector: [1.9327817300429213, 0.8706319880156981] Predicted: 3.456392489257809 Movie Vector: [0.07132462522122168, 0.8671123890770028] User Vector: [2.011393924625679, -0.10416857689125514] Predicted: 0.05313605427124106 Movie Vector: [1.6175150038327073, -0.8723629837014032] User Vector: [1.6622641141066603, -0.19856234543026818] Predicted: 2.861955585010504 Movie Vector: [1.8188596417619223, -0.13363039258324963] User Vector: [2.087978388277657, -0.42466127265292597] Predicted: 3.8544872758888475 Movie Vector: [1.111470869409559, -0.49096754111061547] User Vector: [1.453613428597262, -0.21376779723775416] Predicted: 1.7206020310468613 Movie Vector: [1.6226105486677564, -0.6064573541699866] User Vector: [1.5461565326101585, -0.2298011143667218] Predicted: 2.6481744755089616 Movie Vector: [1.5460856551310243, -0.9217890703640391] User Vector: [1.7792288613406924, -0.1583160606672758] Predicted: 2.896774234100136 Movie Vector: [1.0563256023835603, -0.6663491909872374] User Vector: [1.8852286836197512, -0.5948228942283295] Predicted: 2.3877750792051344 Movie Vector: [1.925878209346104, -0.3850006614962064] User Vector: [1.7021709103723142, -0.07679889509323305] Predicted: 3.3077414902819324 Movie Vector: [1.6752083967407359, -0.17114372478997578] User Vector: [1.4980069593169012, -0.3304734148925577] Predicted: 2.566032287792506 Movie Vector: [1.855827645741907, -0.6969867417552115] User Vector: [1.1509864633774602, -0.08577921282492049] Predicted: 2.195819472667764 Movie Vector: [1.7838411862815187, -0.5945022716418772] User Vector: [1.1446690196660716, -0.166013982088224] Predicted: 2.140603431416591 Movie Vector: [1.7627753890454698, -0.6269202569256788] User Vector: [1.6813897363804062, -0.08042783804820978] Predicted: 3.014334287578191 Movie Vector: [2.053000797169619, -0.17315336585272648] User Vector: [1.8486093738475906, -0.5786996604481429] Predicted: 3.8954003121887597 Movie Vector: [1.6765387123323983, -1.0059033217760942] User Vector: [2.0954760660460114, 0.1271249147479148] Predicted: 3.3852713714667093 Movie Vector: [1.7696116298118592, -0.12423918797570313] User Vector: [1.7885312823572412, -0.20986416933675678] Predicted: 3.1910791115252866 Movie Vector: [2.3808557205147163, -0.7090173429321343] User Vector: [2.177545514777325, 0.8702149564861975] Predicted: 4.567424199311111 Movie Vector: [2.051138104552433, -0.1396355974758204] User Vector: [1.5677466597318175, -0.006374057005573407] Predicted: 3.216554957319046 Movie Vector: [1.3782643632722675, -2.5617032129235464] User Vector: [1.9636399406554186, -0.3092749623021685] Predicted: 3.4986856171097074 Movie Vector: [1.6904255169409321, -0.43060925282027024] User Vector: [1.8693283493826023, -0.31557635023503] Predicted: 3.295850437719879 Movie Vector: [1.9351875080073013, -0.21574430225271518] User Vector: [2.1498155234401244, -0.33720340603444227] Predicted: 4.233045859033647 Movie Vector: [2.0173330510981446, -0.03572591541445348] User Vector: [2.008741207041509, -0.10525338511804172] Predicted: 4.05606030160143 Movie Vector: [2.2617427440518374, -0.3746372624333758] User Vector: [1.8060736207969112, 0.08922639242471345] Predicted: 4.051446375666043 Movie Vector: [1.3541939696979481, -0.22214161701260118] User Vector: [2.1271789288738305, -0.5526316473301418] Predicted: 3.003375365699737 Movie Vector: [1.5978410670685488, -0.9647809571730466] User Vector: [1.9574391973433354, -0.2504122675855008] Predicted: 3.369269723013891 Movie Vector: [1.3523985839433217, -0.8950870298522081] User Vector: [1.9115685226441346, -0.21596584393274107] Predicted: 2.7785107889298377 Movie Vector: [2.2473548932202507, 0.27909932019192446] User Vector: [1.3211845805023779, -0.02553343819122894] Predicted: 2.962044266597829 Movie Vector: [2.3720596514170054, 0.2169641016683147] User Vector: [1.7843733078099682, -0.0374784583424954] Predicted: 4.224508446475329 Movie Vector: [1.5052383619155114, -1.1026603346801964] User Vector: [1.7257849817966313, -0.40288297225797326] Predicted: 3.041960832044881 Movie Vector: [2.1724960555488986, -0.10671452465549473] User Vector: [2.0849295361331626, -0.2585732343152289] Predicted: 4.557094713135274 Movie Vector: [1.6643080113941482, -0.19935694475203056] User Vector: [2.1522376636304856, -0.6239605307133897] Predicted: 3.706377251053318 Movie Vector: [2.13840095477451, -0.33060138724381305] User Vector: [1.7372501219949474, -0.33531640510955624] Predicted: 3.825793388250957 Movie Vector: [1.9940708870414103, -0.36003298813229323] User Vector: [1.8882040316541768, 0.08203041697503215] Predicted: 3.7356790321745525 Movie Vector: [2.1088001552380913, -0.21186142911535663] User Vector: [1.872248721115842, -0.18956332264255535] Predicted: 3.988359550176313 Movie Vector: [1.7352806432291548, -0.5564998733322416] User Vector: [1.5755907706099865, -1.3505615153118626] Predicted: 3.485679478088469 Movie Vector: [2.234696561214447, 0.004580730114386703] User Vector: [1.9956550055399829, -0.15466041952901766] Predicted: 4.458974920609358 Movie Vector: [1.0674566478216807, -1.5273822130241395] User Vector: [2.086332389577297, -0.29226694932612507] Predicted: 2.673472718675529 Movie Vector: [2.0576207601253733, -0.2153550492128824] User Vector: [1.7449277668511525, -0.40090051901941837] Predicted: 3.6767355489950355 Movie Vector: [1.5714941676170477, -0.961410437749275] User Vector: [1.9521158172756041, -0.07151124102720452] Predicted: 3.1364902749015573 Movie Vector: [2.017293853115788, -0.054364153745896635] User Vector: [1.7061677379973899, -0.5968178926896887] Predicted: 3.474287189923087 Movie Vector: [1.8362623531020184, -0.4820277612694488] User Vector: [1.7815935957987854, -2.141649861189128] Predicted: 4.303807936504985 Movie Vector: [2.1812163468061967, -0.47371961201617724] User Vector: [1.6941436179805653, -1.3840734119214562] Predicted: 4.35095647307394 Movie Vector: [1.377622804027528, -0.3889274409403065] User Vector: [2.0484247513069365, 0.19221112795322945] Predicted: 2.7472004676197543 Movie Vector: [1.5652895226770909, -0.8661244961220352] User Vector: [1.8979275482357791, 0.23189913198236856] Predicted: 2.769952587214318 Movie Vector: [2.092016029761257, -0.06915888138064887] User Vector: [1.9146415642184578, -0.40451914053872984] Predicted: 4.033436934848901 Movie Vector: [1.2395468323064702, -0.9950153609406298] User Vector: [2.0334259344551966, -0.3708825635242117] Predicted: 2.8895605235953927 Movie Vector: [2.206485761992108, -0.44665329734604] User Vector: [1.8421188354356632, -1.0107850460882262] Predicted: 4.516079456029649 Movie Vector: [2.2826386625652586, -0.27928547576295587] User Vector: [2.183747184120094, -0.4538940771064877] Predicted: 5.111471775011214 Movie Vector: [2.3630993890816567, -0.19211842935719875] User Vector: [1.908641483010067, -0.5299106046002344] Predicted: 4.612115115532518 Movie Vector: [1.992452743884281, 0.06937099474762021] User Vector: [1.9226431034645817, -0.1854183959547373] Predicted: 3.817912868436307 Movie Vector: [2.00788115844816, -0.6873748609581097] User Vector: [1.9274022788909184, -0.29759720922175187] Predicted: 4.074555560845444 Movie Vector: [1.9783902294978948, -0.24835299904769445] User Vector: [1.7353955016943359, -0.004862105536528635] Predicted: 3.4344970233583547 Movie Vector: [1.8177272070480899, -0.6965501262512873] User Vector: [1.5582283532362222, -0.25761404271337834] Predicted: 3.011875166447331 Movie Vector: [1.5817535847436652, -0.14582085517127286] User Vector: [1.7040629116274535, -0.000928835651235512] Predicted: 2.695543062704429 Movie Vector: [2.052569464329786, -0.027386357223580026] User Vector: [1.8234703708855473, -1.420038425273681] Predicted: 3.7816892819755386 Movie Vector: [2.0971437978976653, -0.5927973896143869] User Vector: [2.000937769704519, -0.2541806946340763] Predicted: 4.346931885984471 Movie Vector: [1.627897116263332, -0.3481549911614914] User Vector: [1.8332146379586243, -0.48158042218704344] Predicted: 3.15194945025465 Movie Vector: [1.8768341317434782, -0.15068018632811303] User Vector: [1.9548820600670855, 0.4404460332266952] Predicted: 3.6026228835128338 Movie Vector: [1.5575930004468108, 0.6433066202424945] User Vector: [1.756302393424193, 0.5707120075198623] Predicted: 3.1027471273549154 Movie Vector: [1.604212095968617, -0.40256737697598793] User Vector: [2.191280148513523, -0.08165291394016055] Predicted: 3.548148919288638 Movie Vector: [1.7187674281607366, -0.40555149356922665] User Vector: [2.161691315664138, -0.07933523208234301] Predicted: 3.747619144965105 Movie Vector: [1.7333934874813484, -1.7222692640229003] User Vector: [1.647180664934763, -0.10299290024123109] Predicted: 3.0325937438011636 Movie Vector: [2.0087050396954442, 0.1677134880259148] User Vector: [1.8076835810120107, -0.41580300471296344] Predicted: 3.561367347101467 Movie Vector: [2.1677559187286373, -1.0722593659619515] User Vector: [2.181581165383068, -0.47506591403413334] Predicted: 5.238529359218439 Movie Vector: [2.069054866476709, -0.04439523560275035] User Vector: [2.03841575367461, -0.37488801668034194] Predicted: 4.234237276868412 Movie Vector: [2.0910907516451647, -0.2393154495591715] User Vector: [1.6012359433528374, -0.6348844675229693] Predicted: 3.5002673341103336 Movie Vector: [2.3507456572175562, -0.060472956556739114] User Vector: [1.4003866721575162, -0.4559947210116357] Predicted: 3.3195282369534658 Movie Vector: [2.009892637367775, -0.49002475650375477] User Vector: [1.9889922184874358, -0.8282316913956715] Predicted: 4.403514848624551 Movie Vector: [1.3629600550546894, -0.42367638075672187] User Vector: [1.4871046985156393, -0.42744066979822315] Predicted: 2.2079608177293033 Movie Vector: [1.3373771184371421, -0.5855228161179561] User Vector: [2.1809029770685546, -0.1620249743866832] Predicted: 3.0115590583472587 Movie Vector: [1.995641143854396, -0.3932276492370144] User Vector: [1.886347066339964, -0.7741399412656862] Predicted: 4.068885046461456 Movie Vector: [2.2737657784941776, -0.27744123776873997] User Vector: [1.6384944147967, -1.077528590547672] Predicted: 4.024503394511332 Movie Vector: [2.1955339206260747, 0.35077879039354565] User Vector: [1.2488581106525838, 0.3483783227191792] Predicted: 2.864114070629505 Movie Vector: [2.1296041489200457, -0.4690806101632181] User Vector: [1.8120194151352953, -0.07146188792607228] Predicted: 3.892405450387577 Movie Vector: [1.8873733739200678, -0.1762403839596768] User Vector: [1.8549832879572394, -0.8998567281652324] Predicted: 3.6596371620377344 Movie Vector: [1.9362719898869354, -0.010338514493844098] User Vector: [1.9311821317615574, -0.11830291341786925] Predicted: 3.7405169454850795 Movie Vector: [0.6974633591538407, -0.81099779042034] User Vector: [1.9082324553571592, -0.25273431030722593] Predicted: 1.5358891855823544 Movie Vector: [2.1363611289234052, -0.4710277718128528] User Vector: [2.0174681869097117, 0.4743149512571545] Predicted: 4.086625098725308 Movie Vector: [1.4132522021962086, -0.5843363852859287] User Vector: [1.668902627695091, -0.40179668012180403] Predicted: 2.593364733523388 Movie Vector: [0.8989993052658407, 0.9894584599339836] User Vector: [1.557441550347286, -0.2573125411186955] Predicted: 1.1455388010973597 Movie Vector: [1.6635020999936263, -0.2767223727664093] User Vector: [1.9192349057790883, 0.00516298599066174] Predicted: 3.191222582410687 Movie Vector: [1.7543396964161648, -0.35911033717496366] User Vector: [2.0728805301700772, 0.29224427189487406] Predicted: 3.531588660987932 Movie Vector: [1.5873831181575373, -0.32370598562960284] User Vector: [2.1717778986208005, -0.012233015688800596] Predicted: 3.451403473059076 Movie Vector: [2.020410021441508, -0.24527745680865576] User Vector: [2.0161209969623197, 0.13401014354007182] Predicted: 4.040521399507244 Movie Vector: [1.6656729890491155, -0.20274032575765763] User Vector: [1.8813362909302194, -0.7731526017125324] Predicted: 3.2904402534518944 Movie Vector: [2.0508028788325685, -0.2951867699729042] User Vector: [1.7005615301227386, -0.9620908524534345] Predicted: 3.7715129727638375 Movie Vector: [2.0597000293947083, -0.04525710292607985] User Vector: [1.7799371508153212, -0.32405984271337107] Predicted: 3.6808026115109387 Movie Vector: [1.799252166111446, 0.046668149352253364] User Vector: [1.6811742173759257, -0.2934119331454392] Predicted: 3.0111633603065844 Movie Vector: [2.2540449982389212, -0.01206366187273345] User Vector: [1.620132502429122, -0.34070506793541305] Predicted: 3.6559617143225687 Movie Vector: [1.9494006991262187, -1.0178955765683504] User Vector: [1.7064513542769384, -0.657938105896116] Predicted: 3.9962697506997618 Movie Vector: [1.6896786536392487, -0.5844485998085474] User Vector: [2.0496980746862303, -0.5733898623678524] Predicted: 3.7984479854080972 Movie Vector: [1.9749407952351479, -0.3089014450896284] User Vector: [1.9946933622930818, -0.8332896645434282] Predicted: 4.196805676733087 Movie Vector: [2.1296541027285834, -0.10883424553491265] User Vector: [1.879496113341505, -0.0608616564574581] Predicted: 4.009300441302715 Movie Vector: [1.6169624248344188, -0.1611608198804236] User Vector: [1.7684850113625539, -0.17446270589871507] Predicted: 2.887690364977314 Movie Vector: [2.0861094325041556, -0.320508306780957] User Vector: [2.0308052911757186, -0.6647601320836016] Predicted: 4.449543217850615 Movie Vector: [1.9146944352341144, -0.2685463679773922] User Vector: [2.1667790946033643, 0.2730233962555853] Predicted: 4.075400433381384 Movie Vector: [1.9037568730955763, 0.21388285343476784] User Vector: [1.8779865832940545, -0.05487492961294281] Predicted: 3.5634930589996863 Movie Vector: [1.1125817423647768, 1.6266825005534675] User Vector: [2.183978685206076, 0.1380467461853856] Predicted: 2.6544130371522234 Movie Vector: [1.644301701575691, -0.16432543797848245] User Vector: [2.0272830556019557, -0.024920927402389284] Predicted: 3.3375601202120895 Movie Vector: [1.3043665994869071, -0.6140115503407805] User Vector: [2.122691519048962, -0.1258030848223544] Predicted: 2.8460124656110186 Movie Vector: [2.1141778723052447, 0.10142018585785809] User Vector: [1.8266515069640565, -0.21838744650631375] Predicted: 3.8397173010227443 Movie Vector: [1.8358131997266298, -0.1629289318646218] User Vector: [2.0525125843278262, -0.8423331970298611] Predicted: 3.9052701429802283 Movie Vector: [2.1202576737440175, -0.25088003245707974] User Vector: [1.8416533170871257, -0.5653744327911393] Predicted: 4.046620733979147 Movie Vector: [1.9482871098933012, -0.31121354108378685] User Vector: [1.9450682167681475, -0.7051793966914252] Predicted: 4.009012711736198 Movie Vector: [2.196385061964703, 0.047487602849608665] User Vector: [2.068726229264733, -0.2979118705936566] Predicted: 4.529572266656691 Movie Vector: [1.9214815644843164, -0.2559474567841372] User Vector: [2.117009359501115, -0.07576618463026788] Predicted: 4.087186618388498 Movie Vector: [1.476438160585979, -0.14576345076447825] User Vector: [1.9602071613477186, 0.1761073299135826] Predicted: 2.868454643554567 Movie Vector: [1.7879830159837018, -0.19665975713501707] User Vector: [1.841400953146689, -0.1953835766346112] Predicted: 3.3308177165716137 Movie Vector:
avg loss: 1.0261531545127396: 84%|█████████████████████████████████████▊ | 58755/70000 [01:35<00:18, 620.81it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 1.027252877883993: 86%|███████████████████████████████████████▍ | 59923/70000 [01:36<00:13, 720.69it/s]
[1.7011232462187666, -0.7568028801242674] User Vector: [1.9082766458911398, -0.05147190840233622] Predicted: 3.285167851066176 Movie Vector: [1.7063664028232857, -0.44110273108442016] User Vector: [1.4757210833343335, -0.06280454032371316] Predicted: 2.5458241308009804 Movie Vector: [1.7840380396636277, -0.23382916733718734] User Vector: [2.284388311816897, 0.020851311856154305] Predicted: 4.070560000755108 Movie Vector: [2.2078927387899068, -0.09712717874912916] User Vector: [1.710686698280876, -0.056515973446411474] Predicted: 3.7825019765339367 Movie Vector: [2.2405476021575716, 0.22999283262980177] User Vector: [2.2222481881251968, -0.07680018793131305] Predicted: 4.961389356534094 Movie Vector: [1.8879445887319826, 0.33895508744402014] User Vector: [0.9394106967967133, -0.1824265513316358] Predicted: 1.7117209339555703 Movie Vector: [2.199843175562773, 0.04340766217194531] User Vector: [2.08382179020116, -0.23274102003170033] Predicted: 4.573978400691933 Movie Vector: [1.7024700780107045, -1.269568674526543] User Vector: [1.9597687653277556, -0.16464244395632954] Predicted: 3.5454725721349343 Movie Vector: [1.8031333438889683, 0.045698240215386196] User Vector: [2.104980572206151, -0.7594346048839876] Predicted: 3.760855832981526 Movie Vector: [2.1353862682771494, -0.04226513495667093] User Vector: [2.1421924131918844, 0.04743049312759352] Predicted: 4.57240360694434 Movie Vector: [1.8750045058377762, -0.2738155539819727] User Vector: [2.0628113235877104, -0.41445347251912723] Predicted: 3.9812643335977214 Movie Vector: [1.7576200526953496, 0.048759369371943084] User Vector: [1.8614345561869827, -0.23100756109311524] Predicted: 3.260430919735258 Movie Vector: [1.801400300509967, -0.6554112320696999] User Vector: [1.9073397756498625, 0.16845716959846396] Predicted: 3.3254737239527716 Movie Vector: [1.7000262870002067, 0.03398292198053465] User Vector: [1.7757136616686764, -0.11107247851852659] Predicted: 3.0149853356504615 Movie Vector: [2.0247693589611617, -0.005959487850014124] User Vector: [2.029873976202261, -0.661780119464976] Predicted: 4.113970500148329 Movie Vector: [1.8111530563397287, -0.5969251361035235] User Vector: [1.6579712481399635, -0.32716210507917354] Predicted: 3.1981309774943907 Movie Vector: [2.2097479562522357, -0.1603334717101516] User Vector: [1.609478768879112, -0.3527308749161711] Predicted: 3.613096985916651 Movie Vector: [1.5923772256415238, -0.39470348582514037] User Vector: [1.862792571313906, -0.7761718410742295] Predicted: 3.2726261979257933 Movie Vector: [1.555331893260074, -0.6417428099515103] User Vector: [1.5382367326642792, -0.1295045721938576] Predicted: 2.4755772777581777 Movie Vector: [2.061887698048323, 0.09062471861799815] User Vector: [2.0492608717760974, -0.1852059245568652] Predicted: 4.208561546807566 Movie Vector: [1.5620617186938162, -0.5182451246105375] User Vector: [2.156269361223201, -0.6039048720896142] Predicted: 3.6811965800481232 Movie Vector: [1.698444285747533, -0.4708493785991142] User Vector: [1.5876692335784388, -0.3401688611539463] Predicted: 2.856736034321569 Movie Vector: [2.170444708312813, 0.07616002459065936] User Vector: [1.8530304014068657, -0.610280339492139] Predicted: 3.975421063413382 Movie Vector: [1.647798924763864, -0.22392187312012957] User Vector: [1.6641488890205842, -0.047324054108701566] Predicted: 2.7527796408147567 Movie Vector: [2.146006877430215, -0.42154270854528664] User Vector: [2.07928370165786, -0.04284833472185134] Predicted: 4.480219526961627 Movie Vector: [1.8204012836740262, -0.7600201642803812] User Vector: [1.9206415261924432, -0.42950407854613926] Predicted: 3.8227700600940953 Movie Vector: [2.068311257958115, -0.05458280007677773] User Vector: [2.296461715598396, -0.3348726077593846] Predicted: 4.7680759044424885 Movie Vector: [1.6781282735821346, -0.3814358179001776] User Vector: [2.1784968094655777, 0.9190008406985855] Predicted: 3.3052572525498425 Movie Vector: [1.934436360550999, -0.35441003330411947] User Vector: [1.8822119486208906, -0.01901615930278651] Predicted: 3.647758749327617 Movie Vector: [1.9506526814794918, -0.8689263448400596] User Vector: [1.734959428030004, -0.9586289349391343] Predicted: 4.217281197039434 Movie Vector: [2.020869470123959, 0.47304350447024895] User Vector: [1.3410085285232791, -0.1700866513897242] Predicted: 2.6295448088315445 Movie Vector: [2.0539795512654635, -0.5870181985503741] User Vector: [1.6590519394644025, -0.4296574829469846] Predicted: 3.6598755197804174 Movie Vector: [1.9452996253310042, -0.05500651763686415] User Vector: [1.8939109995528567, -0.006391291780190503] Predicted: 3.6845759205444693 Movie Vector: [1.8767588990951731, -0.24143772827597] User Vector: [1.900782808394814, -0.23975691833054597] Predicted: 3.6251974166022567 Movie Vector: [2.0262702045415746, -0.05053957690454126] User Vector: [1.3322509938112281, 0.16801962460975498] Predicted: 2.6910088529911564 Movie Vector: [1.6072036647267838, -0.49327410524510285] User Vector: [1.5658349182210936, -0.6559613532565867] Predicted: 2.840184368525115 Movie Vector: [2.339810134320201, -0.1994984095688547] User Vector: [2.22594610344532, -0.46772342355508356] Predicted: 5.3016013304092615 Movie Vector: [2.1524216759059125, 0.004415608167041793] User Vector: [1.5661665404073943, -0.08618506285574143] Predicted: 3.370670250184026 Movie Vector: [1.4837416243250987, -0.35193889095159353] User Vector: [1.6738543366692837, -0.6897733632224706] Predicted: 2.7263254248337607 Movie Vector: [1.6799820109169028, -0.9645927974636598] User Vector: [1.5942927892843273, -0.6646510886312305] Predicted: 3.3195008590522677 Movie Vector: [1.9974784447133722, -0.6016797930909422] User Vector: [1.5381641757538835, -0.16013916156671648] Predicted: 3.1688022830959124 Movie Vector: [1.9713423126817533, 0.6451031177573027] User Vector: [1.5170324234904795, 0.06940895446039394] Predicted: 3.0353661390596014 Movie Vector: [1.625081265170282, -0.1523415740968211] User Vector: [2.3139464604884217, -0.3353340307347969] Predicted: 3.811436355637191 Movie Vector: [2.1430075642185873, 0.5237097562770636] User Vector: [1.85323088487183, -0.2107109111062796] Predicted: 3.8611364446234497 Movie Vector: [1.6021366464267304, -0.22262335701678687] User Vector: [1.490401724515424, -0.028829717823840036] Predicted: 2.3942453893075473 Movie Vector: [1.895127374920069, -0.8668557573639861] User Vector: [1.815202137346683, -0.21291173282291825] Predicted: 3.624603022907007 Movie Vector: [1.7541476050152895, -0.14145314329355435] User Vector: [2.1430036145382942, -0.20908730354388175] Predicted: 3.788720714290513 Movie Vector: [2.149252947916227, -0.2700733183205311] User Vector: [1.9932550104961868, -0.6617599245512512] Predicted: 4.46273290601282 Movie Vector: [2.1252365329333407, -0.06916595386321951] User Vector: [1.7598671074140797, -0.20960208667658248] Predicted: 3.754631198040833 Movie Vector: [2.090325712722186, -0.02733218986613967] User Vector: [1.6441038962046377, -0.3875492897713064] Predicted: 3.4473052193937996 Movie Vector: [1.2613320412683287, -0.7243023712537138] User Vector: [2.1092179175719106, 0.0514398188508619] Predicted: 2.6231661586801707 Movie Vector: [2.138495703353438, -0.14405666487752478] User Vector: [1.823381378834013, -0.6645013030273692] Predicted: 3.9950190857320966 Movie Vector: [1.8118718400410598, -0.6568887002428518] User Vector: [1.3802578254309328, -0.11257466321555051] Predicted: 2.574799310094556 Movie Vector: [1.8143095250899657, -0.15080254030262005] User Vector: [2.100072435698079, -0.3545909932782607] Predicted: 3.8636546460207 Movie Vector: [1.9902929819760349, -0.48380526878012864] User Vector: [2.091255612453596, 0.6693951808190474] Predicted: 3.838354453608105 Movie Vector: [2.3807153530863205, -0.38479487088482406] User Vector: [1.8502004177512412, -0.2970502608615827] Predicted: 4.51910395760164 Movie Vector: [2.2047894793353096, 0.11756748578613227] User Vector: [1.9352699704321075, -0.1269963217266677] Predicted: 4.251932232232775 Movie Vector: [1.3009157565000722, -0.6240369808876496] User Vector: [1.8919311695069045, -0.3037951996099006] Predicted: 2.6508225077978644 Movie Vector: [1.5178790758713658, -0.6395553487057201] User Vector: [2.2489796351247575, -0.48193880309942816] Predicted: 3.721905669487761 Movie Vector: [1.7706511543644081, -0.14306335179199126] User Vector: [1.2424843588194074, 0.009485622331159689] Predicted: 2.198649319298777 Movie Vector: [1.6676899361931046, -0.5023893032580886] User Vector: [1.7271146975003528, -0.023884013096776593] Predicted: 2.892290872371233 Movie Vector: [1.4642753940741857, -0.6719963315595086] User Vector: [2.1561155251058954, 0.5075301136305295] Predicted: 2.816088535678208 Movie Vector: [1.186014044412791, -2.153477433397352] User Vector: [1.7721414775777657, -0.6010109659227666] Predicted: 3.396048233432688 Movie Vector: [2.125540427651455, 0.712856542275596] User Vector: [1.497195808130588, -0.20419245560706714] Predicted: 3.036790290429039 Movie Vector: [1.738243092785381, -0.13980478978742011] User Vector: [2.0337635726165204, -0.4233178984156825] Predicted: 3.594357352260443 Movie Vector: [2.255759169270537, -0.21094172489432986] User Vector: [2.0607842974102994, -0.06565586048895734] Predicted: 4.662482635232987 Movie Vector: [1.256034456395829, -0.6168302052164849] User Vector: [2.183094477096194, -0.05145564076510212] Predicted: 2.7737812782529385 Movie Vector: [1.5325582955631365, -0.5044368801096778] User Vector: [1.9842974741916521, -0.5268403995806352] Predicted: 3.3068092824175865 Movie Vector: [2.231857698624497, 0.04237928093020012] User Vector: [1.5600966802457916, -0.3491478410735663] Predicted: 3.4671171519620607 Movie Vector: [1.7931142822742288, -0.09655066725495186] User Vector: [2.0618667720793935, -0.3631116896948463] Predicted: 3.732221433090333 Movie Vector: [1.6797502907049988, -0.7482383413597045] User Vector: [2.0011964557603523, -0.06968389580214102] Predicted: 3.413650490935742 Movie Vector: [2.0653729184314664, -0.04831330092050195] User Vector: [1.9035969374942479, 0.14114844296184828] Predicted: 3.9248182151104203 Movie Vector: [2.012736923787897, -0.3466137228554962] User Vector: [1.8842728777001734, 0.07627339164351986] Predicted: 3.7661081912068397 Movie Vector: [1.6472821797057753, -0.46121407755103827] User Vector: [2.1281967583071215, -0.34015530968031393] Predicted: 3.662625012245214 Movie Vector: [1.9955047928559075, -0.3449627009660556] User Vector: [1.88669352069566, -0.7739139580044301] Predicted: 4.031877412466915 Movie Vector: [1.8293714440542723, 0.5597108834209783] User Vector: [2.0891046207610255, -0.13596916232559805] Predicted: 3.745644916898779 Movie Vector: [1.7449669480877608, -0.34457312580309857] User Vector: [1.765435115645433, -0.3548780132900649] Predicted: 3.2029073521129257 Movie Vector: [1.9629819619535995, 0.6116598876547645] User Vector: [2.204351028469273, -0.621251993087794] Predicted: 3.9471063824016697 Movie Vector: [2.06208256270478, -0.3722726295864976] User Vector: [1.8457586058516133, -0.22284147955928713] Predicted: 3.889064419665378 Movie Vector: [1.5697081523865866, -0.1047003309648194] User Vector: [1.231946043931606, -0.20049155271535374] Predicted: 1.9547872803847937 Movie Vector: [1.6269703512119582, -0.3482464359418924] User Vector: [1.5896943048564256, -0.3813522104507202] Predicted: 2.719190049619934 Movie Vector: [1.9126606853678245, -0.327982245873116] User Vector: [1.7789290671002036, -0.2522422756407842] Predicted: 3.48521867676943 Movie Vector: [2.1600498421273593, -0.9874023064572036] User Vector: [1.5238963221452602, -0.11995035954984258] Predicted: 3.410131271748218 Movie Vector: [1.8793664951974671, -0.42254920453911987] User Vector: [1.6063471968044147, -0.3849166947479864] Predicted: 3.181561344508178 Movie Vector: [1.7845865715242684, -0.44443166755811253] User Vector: [1.4624976849981457, 0.2758387726215667] Predicted: 2.4873622438396343 Movie Vector: [2.2680796038093956, -0.18649245187715158] User Vector: [1.8305620666320377, -1.1078463259521956] Predicted: 4.358465464465219 Movie Vector: [1.2688280098740574, -1.5970526017035287] User Vector: [2.051283184550856, -0.8822377775753473] Predicted: 4.011705698739629 Movie Vector: [1.4566491198540124, -0.10888920817259183] User Vector: [1.9423030809093695, -0.46921769839750505] Predicted: 2.88034681693544 Movie Vector: [1.9294667750758672, 0.23411314730078273] User Vector: [1.5510330928490739, -0.179618717561489] Predicted: 2.950615716413 Movie Vector: [1.9012940804815803, -0.16548962412500628] User Vector: [2.0552640740226673, -0.27716907925851575] Predicted: 3.95353002451132 Movie Vector: [2.188589188414372, 0.08519129594016331] User Vector: [1.5888112843966775, -0.0033597942695593377] Predicted: 3.4769689742334045 Movie Vector: [1.6681014455693917, -1.6795495796323057] User Vector: [1.9647794647344337, -0.6863205999929353] Predicted: 4.4301609405596905 Movie Vector: [1.8986432747022768, 0.0697279925563284] User Vector: [1.8621220407456691, -0.21474897687564004] Predicted: 3.52053147427558 Movie Vector: [1.9967919821612259, -0.509471984782941] User Vector: [2.1752207518704507, -0.3608372025504609] Predicted: 4.527299802532537 Movie Vector: [1.5597481737469658, -1.007550604895339] User Vector: [2.0315933227030096, -0.5154706964171586] Predicted: 3.6881367868634793 Movie Vector: [2.2296707701538296, -0.509852260721366] User Vector: [2.166295822435732, -1.056628624307329] Predicted: 5.368850967637301 Movie Vector: [2.229008892843453, -0.431264489352308] User Vector: [1.9750242434462655, -0.31440430439807027] Predicted: 4.53793801400954 Movie Vector: [2.1882876293377342, -0.2830328180816522] User Vector: [2.0058226747364043, 0.06522763391272265] Predicted: 4.370855384727683 Movie Vector: [1.3146031516901535, -0.8029853976877168] User Vector: [1.992989017089303, -0.5401320004794384] Predicted: 3.053707752358303 Movie Vector: [2.161173562744398, -0.28391454428402835] User Vector: [1.513978559974872, -0.4449243534135706] Predicted: 3.3982909334198075 Movie Vector: [1.6160829337212408, 0.17166542141069066] User Vector: [1.9879744804739805, -0.1856760543878903] Predicted: 3.1808574724449787 Movie Vector: [1.9052289989655187, -0.6215476517820356] User Vector: [1.748823177365315, -0.512285402682053] Predicted: 3.650318420658661 Movie Vector: [1.9775301084918642, -0.40395846914667516] User Vector: [1.948093327370087, -0.10669264383953737] Predicted: 3.8955126061010756 Movie Vector: [0.8187009696999199, -0.6141802578239586] User Vector: [2.236808747313593, -0.03328610136737169] Predicted: 1.8517211567786684 Movie Vector: [1.8640546191572542, 0.39558772603289843] User Vector: [2.101886413885137, -0.011574898608197756] Predicted: 3.913452190926988 Movie Vector: [1.685934350715275, -0.20600222587897177] User Vector: [1.7065673705900848, -0.18577244000972576] Predicted: 2.91543008803664 Movie Vector: [1.9443335999498244, 0.15548351598931687] User Vector: [1.9732366583910748, -0.4926543046951276] Predicted: 3.7600307121012095 Movie Vector: [1.9114217183602535, 0.1694662990905541] User Vector: [1.626412576059517, -0.4281742277603267] Predicted: 3.03619921914991 Movie Vector: [1.7801707772862392, -0.6720328013902317] User Vector: [1.5441718600062126, -0.37988897061545757] Predicted: 3.0041874694307547 Movie Vector: [2.4918532223419527, 2.3946244030932515] User Vector: [2.038156650413452, -0.11556481599706249] Predicted: 4.802052888444893 Movie Vector: [1.2143293219697249, -1.7038997560710518] User Vector: [1.944871742737472, -0.13375652202867308] Predicted: 2.58962248993404 Movie Vector: [2.2575586213494643, 0.11410466817470954] User Vector: [1.599331951344902, 0.19673671038342327] Predicted: 3.63303421221443 Movie Vector: [2.267539166626116, -0.23867784944902898] User Vector: [1.784444757199232, -0.42015623103189276] Predicted: 4.14658036328519 Movie Vector: [0.986670484855268, 0.24280410355165674] User Vector: [1.6889253419807035, -0.339769869324912] Predicted: 1.5839152675211514 Movie Vector: [2.3215831926370063, -0.2713837662675452] User Vector: [1.4583168912378262, -1.0535490566985073] Predicted: 3.671520095190847 Movie Vector: [1.6437174513159565, -0.5644115259919827] User Vector: [2.007788605675806, -0.5895653458103697] Predicted: 3.6329946462034757 Movie Vector: [1.620081335912003, -0.0075366046302660665] User Vector: [1.976242105499378, 0.0690535806298591] Predicted: 3.2011525208274705 Movie Vector: [1.9601166282864644, -0.150420772938319] User Vector: [1.8961516842239672, -0.36516038010245144] Predicted: 3.7716061526222444 Movie Vector: [2.1564472442452014, -0.5411043685230821] User Vector: [1.8610702209592702, -0.2889914945561569] Predicted: 4.169674309504778 Movie Vector: [1.8634022035432065, -0.4689856651636999] User Vector: [2.292725910991501, -1.1543142596448543] Predicted: 4.813627355529654 Movie Vector: [1.9322587232639796, 0.233789823346343] User Vector: [1.8730781493011923, -0.7294435970038352] Predicted: 3.448735103657732 Movie Vector: [1.4277915374302712, -0.39355880441207575] User Vector: [1.879100424413503, -0.23704491506827982] Predicted: 2.776254797325465 Movie Vector: [2.289477573459121, -0.022963583855054908] User Vector: [1.4891776613905983, -0.419371696113544] Predicted: 3.419069135760215 Movie Vector: [1.8375246425309786, -0.1039555436199064] User Vector: [1.7427472708900336, -0.05620355002963262] Predicted: 3.2081837265607462 Movie Vector: [0.8767452109079464, -1.811222164690044] User Vector: [2.1474132430495017, -0.31972254531077726] Predicted: 2.4618228373019493 Movie Vector: [2.021871175905408, -0.383931973944437] User Vector: [1.7535337736982675, -0.02296101712679268] Predicted: 3.554234861646425 Movie Vector: [1.464648738866711, -0.058176824896295526] User Vector: [2.2412978494982103, -0.379430864501514] Predicted: 3.30478815165658 Movie Vector: [1.660007748496815, 0.11982774307139303] User Vector: [2.0959680961465614, -0.07385209580675776] Predicted: 3.4704737502437935 Movie Vector: [1.268157088242011, -0.3932320220897214] User Vector: [1.1365314579917336, -0.10025807982489798] Predicted: 1.4807251119226217 Movie Vector: [2.35745753066767, 0.21727080036853666] User Vector: [1.7215125008254017, 0.3659079132625644] Predicted: 4.1378937143851156 Movie Vector: [2.1268235904615977, -0.13768423385616782] User Vector: [1.9001711702662798, -0.11896663754895764] Predicted: 4.057708701182718 Movie Vector: [1.7628013044379756, -0.7471393504123706] User Vector: [1.5545062432876637, -0.17919730051988414] Predicted: 2.8741709881305475 Movie Vector: [2.1079020195050573, -0.4751793365410424] User Vector: [1.5882898458305097, -1.2796976572935745] Predicted: 3.9560452573513945 Movie Vector: [2.1823117377596906, -0.19028786374336953] User Vector: [1.8402772108712333, -0.16197491306304862] Predicted: 4.046880418202743 Movie Vector: [2.313706836456837, -0.12512126624853054] User Vector: [1.7885221657839996, 0.013044886192377418] Predicted: 4.13648376945057 Movie Vector: [1.7699309967743777, -0.7479612330041822] User Vector: [1.9517166075034298, -0.018991890498602712] Predicted: 3.4686089183740676 Movie Vector: [0.9507238851295764, 0.2500356674271502] User Vector: [2.20866690614971, -1.5810782408975388] Predicted: 1.7045064287544132 Movie Vector: [2.2436751008216302, 0.22988474727442243] User Vector: [1.514491174456498, 0.06857735476090333] Predicted: 3.413791026410111 Movie Vector: [1.733295161182461, -0.3581636166910046] User Vector: [1.8365480956831841, -0.16164975082774152] Predicted: 3.24117698692019 Movie Vector: [1.8630306300847796, -0.3313230709987685] User Vector: [1.7126882138351034, -0.015204876868198929] Predicted: 3.195828328658118 Movie Vector: [1.9585731825022907, -0.19348705062460045] User Vector: [1.7611676412012947, 0.16526789442102352] Predicted: 3.4173985144932106 Movie Vector: [1.576863278127431, -0.6533871026938077] User Vector: [1.7719070838120239, -0.35630069256791264] Predicted: 3.02685748992179 Movie Vector: [1.593197862245158, -0.48861207713814575] User Vector: [1.6189352343754881, -0.0411799026066077] Predicted: 2.5994051522693526 Movie Vector: [1.3655677457418807, -1.4941177041165619] User Vector: [1.6937959456228275, 0.2510540073266333] Predicted: 1.93788887417477 Movie Vector: [2.2144521784025395, -0.6930510874639757] User Vector: [1.8724441304408634, 0.2801055310966227] Predicted: 3.9523105406606303 Movie Vector: [2.304809236656162, -0.12518616238401356] User Vector: [1.860898815697239, -0.5074913206523491] Predicted: 4.352547669777171 Movie Vector: [2.0616636396761043, -0.4772981248729952] User Vector: [1.8528665003825198, -0.283296053411919] Predicted: 3.9552041680899803 Movie Vector: [1.9067846564141904, -0.3841391946719059] User Vector: [2.1701631500849556, 0.7593409474812741] Predicted: 3.846341176450621 Movie Vector: [1.35585191069301, -0.45262063633770583] User Vector: [1.532213188049764, -0.0429339050090716] Predicted: 2.0968869500119696 Movie Vector: [2.1252379442442746, -0.2689431221697724] User Vector: [2.141752382897656, 0.36907152383027086] Predicted: 4.452474183386823 Movie Vector: [1.6159840387648832, -1.0435549940231974] User Vector: [2.143616020878831, 0.12718092560622782] Predicted: 3.3313289849200096 Movie Vector: [1.1127310960115762, -0.6777254395159188] User Vector: [1.4161033040005468, -0.5609072997552604] Predicted: 1.955883327780464 Movie Vector: [1.8506099074990963, -0.9390541196600136] User Vector: [2.048208356640713, -0.2846108518000434] Predicted: 4.0576996703045225 Movie Vector: [1.9192510202527246, -0.3957291545245794] User Vector: [1.9882606352134504, -0.101294159216631] Predicted: 3.856056304646821 Movie Vector: [1.6380658861117106, -0.7079044094542088] User Vector: [1.544548874930384, -2.221715724004952] Predicted: 4.102835179032541 Movie Vector: [2.0880762066034437, -0.2869739170411376] User Vector: [1.8859544430680804, -0.17354645239629518] Predicted: 3.9878199045412654 Movie Vector: [1.2501841554421687, -0.32731164353546066] User Vector: [2.03833277229844, -0.5678288558098484] Predicted: 2.734148331488001 Movie Vector: [2.356712461102733, -0.6519198710350864] User Vector: [1.735933672028246, -0.0364253476014264] Predicted: 4.114842924427522 Movie Vector: [1.4990164710480574, -0.613277425349039] User Vector: [1.795388767039261, -0.43232268138631524] Predicted: 2.9564510746871084 Movie Vector: [2.173590866541601, -0.4401053901695786] User Vector: [1.759282733211781, -0.2895581407643485] Predicted: 3.951396979091343 Movie Vector: [2.496231471443374, 0.13711096585843144] User Vector: [2.0336155246819927, -0.6903482131139111] Predicted: 4.981720763248329 Movie Vector: [2.027841206315939, 0.13881735731192496] User Vector: [1.8808713507901336, -0.0051900805593900826] Predicted: 3.8133879556438637 Movie Vector: [2.1781054661669708, 0.7056875505944311] User Vector: [2.3452911460653185, -0.8451158077969388] Predicted: 4.511903760625014 Movie Vector: [2.183096989486075, -0.10813507555466256] User Vector: [1.9228051538721842, -0.2789581294894265] Predicted: 4.227835301195601 Movie Vector: [2.0722265860698736, -0.5219773907511054] User Vector: [2.001750910381512, -0.47366161491148995] Predicted: 4.3953221090325965 Movie Vector: [0.757864433256526, -0.268091159651189] User Vector: [1.7825988353185416, -0.5804145121621627] Predicted: 1.5065722556963632 Movie Vector: [1.2903034012209877, -0.7235958148114361] User Vector: [2.3871823640840586, -0.7432690593828988] Predicted: 3.6180159043607176 Movie Vector: [1.6246824979334125, -1.0616462406035294] User Vector: [1.6707800955119936, -1.3213790431243506] Predicted: 4.117324272619108 Movie Vector: [1.9205368735359776, -1.1604772046175886] User Vector: [1.9924708051819973, -0.4901987218402426] Predicted: 4.395478093224225 Movie Vector: [1.5106382061125025, 0.0008151733759690499] User Vector: [1.885316737796581, -0.4032929754514821] Predicted: 2.8477027410425992 Movie Vector: [2.0865541116516537, 0.10108818241323754] User Vector: [1.6538745168257645, -0.35465295260002855] Predicted: 3.415047450872866 Movie Vector: [1.1959733189504063, -0.726632796110764] User Vector: [1.5043295459272068, -1.1985723668670534] Predicted: 2.6700599901154227
avg loss: 1.027003733400157: 86%|███████████████████████████████████████▍ | 60071/70000 [01:36<00:14, 703.28it/s]
Movie Vector: [1.3070508453910312, -0.0067551538957975905] User Vector: [1.918881547215743, -0.4693404012019211] Predicted: 2.5112462151332213 Movie Vector: [2.3842414011824116, -0.2998739333560769] User Vector: [1.9442975229696864, -0.06672815630058228] Predicted: 4.655684685176191 Movie Vector: [1.5683067453708999, -0.053133640907166664] User Vector: [1.8639328814185356, -0.16886287629474053] Predicted: 2.932190810278903 Movie Vector: [1.323108302039965, -0.10766975930948906] User Vector: [1.6422453653880538, -0.13528456614579326] Predicted: 2.1874345336067957 Movie Vector: [1.8530462181728344, -0.5663374577064005] User Vector: [1.5849786067441711, -0.1306244048346482] Predicted: 3.011016106460601 Movie Vector: [1.8284462092012084, -0.6159855141608163] User Vector: [1.5274249572628131, -0.0413354619574158] Predicted: 2.8182764187334217 Movie Vector: [1.1978905852720758, -0.633082802344819] User Vector: [1.8225622118616627, 0.02465726648516607] Predicted: 2.167620023297144 Movie Vector: [1.4851704378740043, -0.3838777490974958] User Vector: [1.4407449201520552, -0.35141413330789806] Predicted: 2.2746518304222585 Movie Vector: [1.2432812243960514, -0.5198920984828644] User Vector: [1.9715559399949922, -0.6125972768670442] Predicted: 2.769682966837578 Movie Vector: [1.4060753236946923, 0.025113154775811147] User Vector: [2.1516678797062703, -0.3636412825758619] Predicted: 3.016274930629264 Movie Vector: [1.7513798149057587, -0.37198799951328354] User Vector: [1.691002140791682, -0.3948399299319998] Predicted: 3.108462732008347 Movie Vector: [2.2053191754235155, 1.5270448693916558] User Vector: [1.8477333956981241, -0.28564496501304204] Predicted: 3.638649210312754 Movie Vector: [1.8508793524962421, -0.46681191418754214] User Vector: [1.5077704256668794, 0.2243802950889454] Predicted: 2.685957754114861 Movie Vector: [2.064689015056343, -0.4777606929560893] User Vector: [1.6862855968934494, -0.10602664369421286] Predicted: 3.5323107109167884 Movie Vector: [2.1700866742757734, -0.6416436792167187] User Vector: [2.0504474234652683, -0.5710006016418623] Predicted: 4.8160275568375175 Movie Vector: [2.192962126986042, -0.22111832132675208] User Vector: [1.9683650415485694, -0.028814914519681243] Predicted: 4.322921493727086 Movie Vector: [1.807734195701155, -0.7483290908231678] User Vector: [1.7507550372824336, 0.13676352924332083] Predicted: 3.062555621695084 Movie Vector: [1.5475137603069797, -0.8721660213341456] User Vector: [1.9623359172607593, -0.45420785608413644] Predicted: 3.4328864930052574 Movie Vector: [2.259810751841846, 0.12570257362919296] User Vector: [1.728407691391905, -0.3474789316095453] Predicted: 3.862195288588328 Movie Vector: [1.9189394453325206, -0.37988622920554527] User Vector: [1.4429823172596699, -0.8806177809677254] Predicted: 3.10353025569009 Movie Vector: [0.9824081552614232, -0.7968161154737254] User Vector: [1.7722138251454813, -0.11630320713575834] Predicted: 1.8337095844170137 Movie Vector: [2.412720582401098, -0.6530950975542035] User Vector: [1.6167724519766, -0.8796565775848337] Predicted: 4.475319570294998 Movie Vector: [1.8789773392479694, -0.4768272484745181] User Vector: [1.7757305923922393, -0.5588677065664895] Predicted: 3.603040894497754 Movie Vector: [1.4098113966476573, -0.5396863509073642] User Vector: [2.4971674134798616, -1.7158123689351918] Predicted: 4.446535595093415 Movie Vector: [2.3078500463181024, 0.19747886543076928] User Vector: [0.975580960438642, -0.15539737172046528] Predicted: 2.2208068680770974 Movie Vector: [2.110677811190404, 0.3271075431753756] User Vector: [1.6937522959587767, -0.37587568208807626] Predicted: 3.4520136178257936 Movie Vector: [1.9717165078483447, 0.17622158249747868] User Vector: [1.9359324460783816, -0.23742643032125257] Predicted: 3.775270300734032 Movie Vector: [2.2415404147707365, -0.22182945934255793] User Vector: [1.8217398197571233, 0.5634816621435071] Predicted: 3.9585065987200085 Movie Vector: [1.918530367088444, -0.4191687953172289] User Vector: [1.7423597043381664, -0.09208898981155693] Predicted: 3.381370834085306 Movie Vector: [1.667559727701255, -0.32901315401958364] User Vector: [1.8990752167702094, -1.115861798603567] Predicted: 3.5339545611700576 Movie Vector: [1.2920701845794031, -2.4588588022327613] User Vector: [2.194105310993855, -0.74262191800782] Predicted: 4.660940493986983 Movie Vector: [1.8855872330603554, -0.5109554231190542] User Vector: [1.4429068473540008, -0.19661567852167983] Predicted: 2.8211885770769554 Movie Vector: [2.2209267229117757, 0.267692388966878] User Vector: [1.8831478047274446, -0.422554539811877] Predicted: 4.069218648480787 Movie Vector: [1.8334430130216792, -0.2359740407289913] User Vector: [2.1280082904960933, -0.07153927276123294] Predicted: 3.9184633431265516 Movie Vector: [1.9796897251728542, -0.17606191453361997] User Vector: [1.4743819677514174, -0.14669908865447956] Predicted: 2.9446469549464607 Movie Vector: [2.121207443292972, -0.2515010294115678] User Vector: [1.6146742001298, -0.30467602493845913] Predicted: 3.501685265717505 Movie Vector: [1.6488510384442372, -0.14436263896595694] User Vector: [1.977167520553298, -0.30055917497600004] Predicted: 3.3034442351074893 Movie Vector: [2.3153394885585397, -0.19435655362071083] User Vector: [1.8762934701294205, 0.2789008137027717] Predicted: 4.290050162561898 Movie Vector: [1.669691824052136, 0.02321986984115208] User Vector: [1.408980748517319, -0.01751594440213563] Predicted: 2.3521569180970636 Movie Vector: [1.8540616229871052, -0.9022045655624104] User Vector: [1.4159194352979785, -0.9801770757468985] Predicted: 3.5095221190260197 Movie Vector: [1.1065476129500096, -0.6417347096739988] User Vector: [1.7197972366778065, -0.47044342168549674] Predicted: 2.2049373996372346 Movie Vector: [1.4511730335360276, -0.45914993201486615] User Vector: [1.87074162646577, 0.02012313163171622] Predicted: 2.705530266519825 Movie Vector: [1.867583907780165, -0.2020254801848691] User Vector: [1.787330645936438, -0.6648098632092618] Predicted: 3.4722984840797073 Movie Vector: [2.0793956157182443, -0.4503194323307221] User Vector: [1.9572597437502048, -0.7625620644644392] Predicted: 4.413313845962559 Movie Vector: [1.7286737217138954, -0.2937124705194806] User Vector: [1.6376367513139192, -0.2882630128796495] Predicted: 2.9156060593815565 Movie Vector: [2.3638935947561506, -0.18713924996181655] User Vector: [2.0976394760523775, 0.04831231761475602] Predicted: 4.9495553906655205 Movie Vector: [1.540460719478864, -0.7654017273876514] User Vector: [1.6421986032413642, -0.04831446087595432] Predicted: 2.5667224136886357 Movie Vector: [2.1104466986684938, -0.4772296046155769] User Vector: [1.894664744960095, -0.004245843643268635] Predicted: 4.000615198367753 Movie Vector: [2.100130136159949, -0.6673444072516965] User Vector: [1.7632331718876781, -0.4160437388202649] Predicted: 3.980663583631998 Movie Vector: [2.28111198446392, -0.2117494566396808] User Vector: [1.8447499839666228, -0.23147041950125516] Predicted: 4.257095032323437 Movie Vector: [1.6776255349945592, -0.005525903117495767] User Vector: [1.898716997309044, -0.10861368550433854] Predicted: 3.185936307117179 Movie Vector: [1.8211775586376042, -0.003519533366425291] User Vector: [2.0526932876314135, -0.2368903142701496] Predicted: 3.7391526935656314 Movie Vector: [2.2430988768722115, -0.2664854862376947] User Vector: [1.6445821294562808, -0.19686405063705675] Predicted: 3.7414217397642315 Movie Vector: [1.6592291281417442, -0.4085237460355793] User Vector: [1.486650830655459, -1.7070032920868645] Predicted: 3.1640457409780494 Movie Vector: [2.2638246221951435, -0.2095803209675288] User Vector: [2.1296219514444776, -0.8215450663894973] Predicted: 4.9932702883504785 Movie Vector: [2.0288010216826353, -0.34596346500557124] User Vector: [1.6839060364773917, -0.27429598124912885] Predicted: 3.511206675332941 Movie Vector: [1.6200522945568565, -0.11520395565319361] User Vector: [1.9910039324538547, -0.06095668324074204] Predicted: 3.232552940276424 Movie Vector: [2.0123428270977537, -0.3812741465445092] User Vector: [1.6946563741937006, -0.4636088495299053] Predicted: 3.5869916674391766 Movie Vector: [2.1119877434196366, 0.042213971647322365] User Vector: [2.0700088331842688, -0.2369237775862563] Predicted: 4.361831790825955 Movie Vector: [2.2177070120703006, -0.6925641853992798] User Vector: [1.5614169186872746, -1.0453979309517074] Predicted: 4.186770415805633 Movie Vector: [1.9779789075324075, -0.023082773225863287] User Vector: [2.225733059964327, -0.5687984406652191] Predicted: 4.415582491824101 Movie Vector: [1.8423976783309841, -0.5050702589979353] User Vector: [1.894953860036408, -0.2798661286576632] Predicted: 3.6326106503612903 Movie Vector: [1.626982493311226, -0.14103829147654243] User Vector: [1.1170388775397364, -0.43733782881355987] Predicted: 1.8790840782790987 Movie Vector: [2.005237085531624, 0.05637435487996368] User Vector: [2.0987872837651826, -0.42341959432655] Predicted: 4.184696089574434 Movie Vector: [1.817987204149452, -0.12495042526497618] User Vector: [2.1347045456825127, -0.831148557025513] Predicted: 3.984717914349187 Movie Vector: [1.847885961143877, -0.31676726108824577] User Vector: [1.6481553544028518, -0.41048293439428113] Predicted: 3.1756306960366834 Movie Vector: [2.0452212746708924, -0.46417904424871714] User Vector: [1.905538798467636, -0.321666561200643] Predicted: 4.046559367281706 Movie Vector: [1.5408724206621989, -0.3553633425944255] User Vector: [1.7788745701587299, -0.2102206857223267] Predicted: 2.8157234905356887 Movie Vector: [2.084686875555307, 0.04533870456735062] User Vector: [1.9556248803315608, -0.10823114613163869] Predicted: 4.071958461577174 Movie Vector: [1.5673083169173763, -0.6297218380941028] User Vector: [2.168097194068769, 0.34636471843122235] Predicted: 3.1799633370077527 Movie Vector: [1.216030589793797, 0.060115378070310505] User Vector: [1.755020228516386, -0.5699234559063807] Predicted: 2.0998971195598752 Movie Vector: [2.033517741483992, 0.1332170782305677] User Vector: [1.6136046428803477, -0.1687266478101936] Predicted: 3.258816397997216 Movie Vector: [1.8646713620665327, -0.17719112002889292] User Vector: [2.0224862756982334, -0.03427200668558801] Predicted: 3.777344933717351 Movie Vector: [1.6263072046491778, -0.5337487524201338] User Vector: [1.8524988250616092, -0.4576415560126919] Predicted: 3.256997795379215 Movie Vector: [1.8596124486697507, -0.6064874712907795] User Vector: [1.9949144584080545, -0.7736418796074186] Predicted: 4.178971868134641 Movie Vector: [2.266041757604257, -0.15581381371755884] User Vector: [1.79093647676187, -0.8042007028400041] Predicted: 4.183642420062886 Movie Vector: [2.0588484950702326, -0.32003176274464534] User Vector: [1.722676843346781, -0.08830131884312324] Predicted: 3.574989853138901 Movie Vector: [1.3162809393002093, -0.6147176636354748] User Vector: [2.1613062544948183, 0.014041423402906322] Predicted: 2.8362547157935056 Movie Vector: [1.2276573158700006, -0.15521935615469168] User Vector: [1.7892244234083146, -0.21260761821382623] Predicted: 2.2295552707432336 Movie Vector: [1.2503617471522483, -0.460843887934837] User Vector: [1.8233734236772534, -0.22948609121885252] Predicted: 2.385633642244332 Movie Vector: [1.3568261830983757, 0.4087096240589355] User Vector: [2.0640917923654953, -0.4146404652792269] Predicted: 2.631146239516065 Movie Vector: [1.8243001589343217, -0.10352905439920536] User Vector: [1.5140885318145152, -0.24243635200438898] Predicted: 2.7872511555048614 Movie Vector: [2.254053647529538, -0.150430682225791] User Vector: [1.7249732011609107, -0.40322171626659314] Predicted: 3.9488390538336917 Movie Vector: [1.416143598570905, -0.5900466629608366] User Vector: [1.9630559249890178, -0.20303864420519777] Predicted: 2.8997713562752536 Movie Vector: [2.067608484063234, 0.04379124440082256] User Vector: [2.037096817400585, -0.08567557456329014] Predicted: 4.20816682249078 Movie Vector: [2.0602517287211457, -0.5144409132547607] User Vector: [1.693970054715725, 0.01209439620998555] Predicted: 3.4837828813983966 Movie Vector: [1.7310079855568432, -0.9602323443675495] User Vector: [2.017374041556285, 0.1065432076634304] Predicted: 3.3897843417179176 Movie Vector: [1.7814024694503687, 0.31603084321689057] User Vector: [1.6612627561625213, -0.6801911818291523] Predicted: 2.7444161834916807 Movie Vector: [1.3301072039883872, -1.103846466301267] User Vector: [1.8949170866897347, 0.20580387873153863] Predicted: 2.2932669836778 Movie Vector: [2.0975935923878453, -0.7460680268084396] User Vector: [1.7103096770712003, 0.001369556300836395] Predicted: 3.5865128374565063 Movie Vector: [2.384709355649907, -0.6378546969475618] User Vector: [1.5590510763549852, -1.0018466001791726] Predicted: 4.356916247265022 Movie Vector: [1.6432417033416313, -0.35214977514535856] User Vector: [2.0146064292144272, -0.09877635059423645] Predicted: 3.3452693699567564 Movie Vector: [1.9019627127584675, -0.21481291192665997] User Vector: [1.5902014176593804, -0.7131698133021042] Predicted: 3.1777018864574136 Movie Vector: [2.093241365044684, 0.15418844763550896] User Vector: [1.8537972016850142, -0.7972281983936386] Predicted: 3.757521606649586 Movie Vector: [2.089835532915731, -0.04252290237306412] User Vector: [1.682954741992154, -0.09007698576013658] Predicted: 3.520928954975768 Movie Vector: [1.6892017586242496, -0.3941149449557854] User Vector: [2.019605359082016, -0.06003440416221492] Predicted: 3.435181380180145 Movie Vector: [1.6116308859574795, -0.23540285571125347] User Vector: [1.6088142061988417, -0.19041133868922108] Predicted: 2.6376380373644635 Movie Vector: [2.03230454547967, -0.049857157983841806] User Vector: [1.9682295706368624, -0.20519428177820465] Predicted: 4.010272306676793 Movie Vector: [1.9566825193338526, -0.40336183326091263] User Vector: [1.7715802882057943, 0.05160111218678001] Predicted: 3.4456062623187447 Movie Vector: [2.1356691308221873, -0.24002068423579856] User Vector: [2.3053845292997783, -1.157500211940109] Predicted: 5.201362566773522 Movie Vector: [1.9627295043741562, 0.20041265408068135] User Vector: [2.26502323101945, 1.000225129973253] Predicted: 4.646085696590889 Movie Vector: [1.5826951462697987, -0.5177484519901857] User Vector: [1.866047748691041, -0.40671109761527535] Predicted: 3.1639587557585336 Movie Vector: [1.6783013928139665, -0.02547088746036586] User Vector: [2.4069505551678327, -0.1547540427917658] Predicted: 4.043530191980509 Movie Vector: [1.6455702427662946, 0.09369295638768349] User Vector: [1.8914380651983242, -0.662418418610445] Predicted: 3.05043025612055 Movie Vector: [1.5842789171270555, 0.9430747495929899] User Vector: [1.7793758971318177, -0.5410804321556498] Predicted: 2.308748426405123 Movie Vector: [1.934448334069682, -0.44404788254546285] User Vector: [1.9124695683936512, -0.3664126263790761] Predicted: 3.862278321419613 Movie Vector: [2.0771041917325834, -0.08312669031919612] User Vector: [1.9010250397856763, 0.2301988773537015] Predicted: 3.929491407937822 Movie Vector: [1.8874052560890935, -0.4989187301466955] User Vector: [1.8806987972557336, 0.2176035355573262] Predicted: 3.4410743154252152 Movie Vector: [2.249563106378464, -0.309890249349865] User Vector: [2.088535792513966, -0.06825097273556166] Predicted: 4.719443376149718 Movie Vector: [2.0082749676950216, 0.04956760779362873] User Vector: [1.8618161235986976, -0.39820512187279433] Predicted: 3.7193006401718396 Movie Vector: [1.9798842041793259, -0.4111728111449418] User Vector: [1.7424343186723146, 0.12225814265460991] Predicted: 3.3995489601586257
avg loss: 1.0268655053734044: 86%|██████████████████████████████████████▋ | 60142/70000 [01:37<00:14, 695.73it/s]
Movie Vector: [2.175133832049891, 0.004711191538914271] User Vector: [2.083727504303643, -0.45830021448036923] Predicted: 4.530227051290996 Movie Vector: [1.6168370400395387, -0.4892133729890254] User Vector: [1.9892441570349626, -0.6094688032294957] Predicted: 3.5144439237358425 Movie Vector: [1.374307807782201, -1.1202375348951064] User Vector: [1.842552620419169, -0.5428629948059357] Predicted: 3.1403699555787945 Movie Vector: [1.9913785480020043, -0.08068395487689309] User Vector: [1.1835131282213316, -0.44310028463706097] Predicted: 2.3925737381903005 Movie Vector: [2.037854444660565, -0.3882533854321387] User Vector: [2.055875745622446, 0.08518537346158381] Predicted: 4.156502016250793 Movie Vector: [1.3756137463602853, 0.29620232400350943] User Vector: [1.6905819900827581, -0.009398298400631468] Predicted: 2.322804027079024 Movie Vector: [2.1010633754971586, -0.38563431840394513] User Vector: [2.0165904623667226, -0.6988670568868661] Predicted: 4.50649148499314 Movie Vector: [1.4609770752576452, 0.1279903107653706] User Vector: [1.7105432589984941, -0.641423738291853] Predicted: 2.4169684640370406 Movie Vector: [1.3787746028494965, -1.1330227930524537] User Vector: [2.136584910924754, -0.6423677326347986] Predicted: 3.673686294611156 Movie Vector: [2.1200544161724286, -0.6816130351023432] User Vector: [1.8473077073283646, -0.48332049539726535] Predicted: 4.245830412745762 Movie Vector: [1.9952866295189902, -0.2251709847994066] User Vector: [1.7481637536788024, -0.43401275237339987] Predicted: 3.5858148427924634 Movie Vector: [2.074174538042494, 0.008721494112789552] User Vector: [2.0093588719454525, -0.4911485595214555] Predicted: 4.163477460708674 Movie Vector: [1.9449100563566781, -0.07346516422520419] User Vector: [2.109503143023263, -0.33853555641053124] Predicted: 4.127664447029735 Movie Vector: [2.0877247031503963, -0.05741369029932134] User Vector: [1.9366757546927214, -0.5980117330846407] Predicted: 4.077579875503114 Movie Vector: [1.6758984034287778, 0.5073662348344864] User Vector: [1.501662125037396, -0.5948172346859807] Predicted: 2.214842977062351 Movie Vector: [1.6477602105559734, -0.2832915593255239] User Vector: [1.9147963728939332, -0.45861329701846365] Predicted: 3.285046550611302 Movie Vector: [1.9633063386157181, -0.47028260513058445] User Vector: [2.0172010014053154, 0.10792532793266962] Predicted: 3.9096281079412813 Movie Vector: [1.8764132307160855, -0.27409859049188673] User Vector: [1.684254947473687, -0.3659930542710946] Predicted: 3.260676447644179 Movie Vector: [1.6571660487197934, -0.39316265754607993] User Vector: [1.9726866127730458, 0.06771097493378778] Predicted: 3.2424478526015377 Movie Vector: [2.013123807518886, 0.09031242018606293] User Vector: [2.0999218798512835, 0.06404622700233423] Predicted: 4.233186900022799 Movie Vector: [1.8913218136473713, -0.590350698745379] User Vector: [2.1334573035609172, -0.07224059023974701] Predicted: 4.077701619635877 Movie Vector: [1.8701735334974503, -0.21250529837937024] User Vector: [1.6896778233209784, -0.4101812024591363] Predicted: 3.247156424130662 Movie Vector: [2.0293464825954484, -0.3827456449545691] User Vector: [1.8021307316567088, -0.209175247951792] Predicted: 3.737208576650544 Movie Vector: [1.5831576841037207, -0.9434176461702068] User Vector: [1.9294034106104856, -0.19487626199968303] Predicted: 3.238399539634106 Movie Vector: [2.058139237780916, 0.16562253483542133] User Vector: [1.8503546832388267, 0.2256247312088165] Predicted: 3.8456561172898716 Movie Vector: [1.7202405781335763, -0.38625459585781285] User Vector: [1.7451688689332414, -0.14457784384481367] Predicted: 3.057954160678711 Movie Vector: [1.7714897866403592, 0.6663985795043633] User Vector: [2.072603039187508, -0.4908826302941155] Predicted: 3.3444716281490745 Movie Vector: [1.3314250372984389, 0.3505864929119907] User Vector: [2.1273746560088043, -0.21354131258646208] Predicted: 2.757575180852765 Movie Vector: [1.8399452881401621, -0.46454286649750937] User Vector: [2.4042876354701166, -0.15471362875872802] Predicted: 4.495628818806704 Movie Vector: [2.078840885640549, -0.4554617513106829] User Vector: [1.7649619540853774, -0.03925394780816118] Predicted: 3.686953743567283 Movie Vector: [1.8345667365309437, 0.5119162071371062] User Vector: [2.064999581035843, -0.5753033329727392] Predicted: 3.493872442149952 Movie Vector: [2.306690987884741, 0.09107889854898299] User Vector: [1.8213108692171724, -0.15850116986956037] Predicted: 4.186765256189331 Movie Vector: [1.919525478824005, -0.9773863296494107] User Vector: [1.9727039892803382, -0.17158287024072083] Predicted: 3.9543583213766555 Movie Vector: [1.3627196414634004, 0.2720947256408606] User Vector: [1.6706730205307156, -0.24523065878153869] Predicted: 2.2099329707203026 Movie Vector: [1.2718227899883103, -0.30385242023263703] User Vector: [1.5718213940686696, -0.17916477960285687] Predicted: 2.053517922670506 Movie Vector: [0.4440413365275447, -0.5327440111855984] User Vector: [2.17360655606575, -0.6123517265995797] Predicted: 1.291397875325556 Movie Vector: [2.029962010050215, -0.175134731401433] User Vector: [1.611149824651923, -0.29392132010073585] Predicted: 3.322048767991466 Movie Vector: [2.1215842681158286, -0.4571321793863098] User Vector: [1.8221287814184586, -0.3422656710698877] Predicted: 4.022260409283763 Movie Vector: [1.920812512463892, -0.29717188694303404] User Vector: [1.6845162275728771, -0.436935062961642] Predicted: 3.3654846645023397 Movie Vector: [1.212686356926687, -0.1534404066379778] User Vector: [1.971877304936147, -0.03916529603761751] Predicted: 2.397278244179539 Movie Vector: [1.7718806151912971, -0.051914579289988605] User Vector: [1.7059645839318127, -0.29987233872949576] Predicted: 3.0383333227775124 Movie Vector: [1.9442635435883404, -0.014466624783447157] User Vector: [2.16889019207709, -0.606693211360483] Predicted: 4.225670933549217 Movie Vector: [1.7045281709521867, -0.4605370457367045] User Vector: [2.0124633261688225, 0.058585124640165] Predicted: 3.4033198122369988 Movie Vector: [1.93397564646397, -0.468926137009533] User Vector: [2.119260193425297, -0.5891124346609364] Predicted: 4.37484782085488 Movie Vector: [1.7987025849568914, -0.4986169215938745] User Vector: [1.4586295503941802, -0.08640567074901662] Predicted: 2.6667240723456485 Movie Vector: [2.331238917281177, 0.23384970593964538] User Vector: [1.7344290909988689, -0.548386642821916] Predicted: 3.9151285410360446 Movie Vector: [2.11040421274319, -0.4772295094068618] User Vector: [1.9029764281582704, -0.3032021945740516] Predicted: 4.1607465053038615 Movie Vector: [2.0462408608419933, -0.2664472349748719] User Vector: [1.8411335817952132, -0.2247731106988623] Predicted: 3.8272929391801522 Movie Vector: [1.945384550902038, -0.43455858112562656] User Vector: [1.6382010182084918, -0.040420196455745364] Predicted: 3.204495895315416 Movie Vector: [1.745397274167006, -0.5810136606132228] User Vector: [1.5514548328128448, -0.4208182499701925] Predicted: 2.952406188052799 Movie Vector: [1.9677615621220546, 0.4551667640327309] User Vector: [2.156189369688983, 0.06657048962644989] Predicted: 4.273167236673507 Movie Vector: [1.9759020071281137, -0.1534607169395485] User Vector: [1.8644563932284972, -0.061052591374783374] Predicted: 3.693352304026423 Movie Vector: [1.7973933357566947, 0.5222726166781818] User Vector: [1.9742204516744921, -0.07049166209483346] Predicted: 3.511634818338041 Movie Vector: [1.7018291717892045, -0.6594826688370345] User Vector: [1.6886553096436667, -0.6932841079021438] Predicted: 3.3310117207899324 Movie Vector: [1.9573181209449073, -0.03054372469960395] User Vector: [2.14472753119731, -0.3675733470812009] Predicted: 4.20914112042209 Movie Vector: [1.8465508603655025, 0.1381403727900647] User Vector: [1.5127761971456197, -0.3262664839353627] Predicted: 2.7483476146599624 Movie Vector: [1.6291122855027946, 0.9294416221718302] User Vector: [2.1723143603205046, 0.30946901743043675] Predicted: 3.826577397944746 Movie Vector: [1.0366575656634833, -0.37960489424033883] User Vector: [1.9080605719330364, 0.29964993554518843] Predicted: 1.8642568455468196 Movie Vector: [2.005478939047241, -0.03159011263512828] User Vector: [1.778369196447011, -0.15183549104055036] Predicted: 3.5712784695888273 Movie Vector: [1.9912639178666711, -0.6467499899283055] User Vector: [2.196569328900163, -0.42127153709816684] Predicted: 4.6464066101068235 Movie Vector: [2.0137089576695852, -0.0764599720023672] User Vector: [1.6568263375524825, -0.7060809500786891] Predicted: 3.3903529669067476 Movie Vector: [2.0400248645574197, -0.6355088387122049] User Vector: [1.4545835306453807, -0.09498856878797068] Predicted: 3.027752645133674 Movie Vector: [1.9594789562421941, -0.18066781623429254] User Vector: [2.0247938287365446, -0.1611829972965281] Predicted: 3.9966614782739818 Movie Vector: [2.2214547258521953, -0.09757522625044142] User Vector: [1.9489008796521403, -1.2610611889467545] Predicted: 4.452443400147877 Movie Vector: [1.6948855343878113, -0.884215464316668] User Vector: [2.0220748066864243, -0.30619714583363294] Predicted: 3.6979295907785747 Movie Vector: [1.8653491082328606, -0.42652201480338786] User Vector: [1.6455513955097432, -0.28081934965714034] Predicted: 3.189303462976979 Movie Vector: [1.8325362580577995, 0.5210178008840423] User Vector: [2.0952654723920294, -0.6619725857453018] Predicted: 3.494750447544457 Movie Vector: [1.5336457447154965, 0.1369670681392654] User Vector: [1.9327467477418323, -0.4151932373569303] Predicted: 2.9072810248549477 Movie Vector: [1.8349344771604938, -0.3947040535768066] User Vector: [1.5647786964795634, -0.6588683207438353] Predicted: 3.1313243762675422 Movie Vector: [2.084837568534182, 0.5303236395712422] User Vector: [1.8592108881113592, -0.36343650184198584] Predicted: 3.6834137389524804 Movie Vector: [1.8277727300323405, -0.4394038259402129] User Vector: [1.9416624102742877, 1.1168230430554464] Predicted: 3.058181286411455 Movie Vector: [1.9336369129096767, 0.2130097560994532] User Vector: [2.031974351795863, -0.5845186696272848] Predicted: 3.8045924334653094 Movie Vector: [2.115076975190931, -0.376642077035064] User Vector: [1.5625912741488266, -0.1826240308555524] Predicted: 3.373784719884394 Movie Vector: [1.9990100018063963, -0.20405250085912424] User Vector: [1.8896867409467164, -0.15580137214322332] Predicted: 3.8092943550565264 Movie Vector: [1.9579581745121226, -0.21590353175601518] User Vector: [2.264365674583696, -0.48842168041672207] Predicted: 4.538985248423983 Movie Vector: [2.1633129108655873, -0.4573404662947414] User Vector: [1.7096633867517463, 0.364815861140755] Predicted: 3.5316918217484083 Movie Vector: [1.7131498516393882, -0.3169770288314028] User Vector: [2.247592315802282, 0.31028017102772326] Predicted: 3.7521107556448414 Movie Vector: [1.9331736046579655, -0.43425729401823865] User Vector: [2.0772381515848113, -0.3510690071341413] Predicted: 4.168116242284001 Movie Vector: [1.5388357778748722, -0.10691574026314782] User Vector: [1.6532029043900114, -0.30924418201049647] Predicted: 2.577070848003725 Movie Vector: [2.0718173327721194, 0.09210253384600633] User Vector: [2.0334016528080783, 0.19763520482802974] Predicted: 4.2310394919170875 Movie Vector: [1.8360414542796926, -0.10540907445848582] User Vector: [2.2972671796554165, -0.4920497207076455] Predicted: 4.269744279050888 Movie Vector: [2.0361462726987556, -0.3419424961629232] User Vector: [1.768051518066198, 0.06353950846212278] Predicted: 3.578284650321362 Movie Vector: [2.0752938132993446, 0.06138185823942628] User Vector: [1.600010430239214, -0.2332158552266373] Predicted: 3.3061765245251555 Movie Vector: [1.6081845654948204, 0.12411868280231388] User Vector: [1.9324035677797446, -0.30639552221474237] Predicted: 3.0696321833766884 Movie Vector: [1.6163250911947655, -0.49709526364433265] User Vector: [1.904675413755126, -0.2780601112947305] Predicted: 3.2167970261672085 Movie Vector: [1.595406006165069, -0.7295102399389022] User Vector: [1.7728645110314067, -0.11911181040562653] Predicted: 2.91533197440497 Movie Vector: [2.0564173506630508, 0.039139922181809526] User Vector: [1.6442144492016975, 0.08186867408761428] Predicted: 3.384395455082179 Movie Vector: [2.1967141301006023, -0.08475604548399836] User Vector: [2.0713615682250652, 0.403926585136985] Predicted: 4.515954005445278 Movie Vector: [2.3644267291123304, -0.6248210762102077] User Vector: [2.092850105886857, 0.2634304431948786] Predicted: 4.7837938373609 Movie Vector: [2.266954580290391, -0.2071963024573145] User Vector: [2.4051476716054405, -0.753343915670165] Predicted: 5.608450604226295 Movie Vector: [1.2785184660951985, -0.39812499388614264] User Vector: [2.0331642598673896, -0.10762422224636456] Predicted: 2.6422859436690693 Movie Vector: [2.043382374594233, -0.5151521680335613] User Vector: [1.730153772028993, -0.7093653440098406] Predicted: 3.9007968179963157 Movie Vector: [1.4036811561143658, -0.7884981010227716] User Vector: [1.7118950835853188, 0.21448261339387364] Predicted: 2.2338357367100685 Movie Vector: [2.011832873062576, -1.0419668787849137] User Vector: [1.9902232962461155, -0.027532018862713545] Predicted: 4.0326841038839225 Movie Vector: [1.595548976887962, -0.0008308182353870645] User Vector: [1.6314825417069536, -0.0007631858742117095] Predicted: 2.603110934299843 Movie Vector: [2.324768597019086, -0.05286194323044227] User Vector: [1.4804800231295676, -0.09246282302188719] Predicted: 3.446661230787218 Movie Vector: [2.2368304329710584, -0.29779911453828467] User Vector: [1.696562247014255, 0.5435729337541572] Predicted: 3.633046527192282 Movie Vector: [2.33885406245287, -0.1668014573687077] User Vector: [2.1277867133618167, -0.28348148744828366] Predicted: 5.023867723822947 Movie Vector: [1.8493908103258727, 0.0007501000592928381] User Vector: [2.149743549833648, 0.038498846202895634] Predicted: 3.975744843606488 Movie Vector: [1.6757475342070458, -0.11690912409913914] User Vector: [1.6460172138865123, 0.09508556827079115] Predicted: 2.7471929169316676 Movie Vector: [1.6106262874205959, 0.12043008481407451] User Vector: [1.6296666119214298, 0.45889624390993505] Predicted: 2.680048798467247 Movie Vector: [2.264000817551928, 0.3531431540001919] User Vector: [1.8962563912609105, 0.047385529598405904] Predicted: 4.3098598954791205 Movie Vector: [2.049638534479501, -0.5177172018941003] User Vector: [1.982073724652304, 0.22695527072361404] Predicted: 3.9450360365125263 Movie Vector: [2.3677505370680887, -0.1870504178130496] User Vector: [1.7375425527540773, -0.7112281115745298] Predicted: 4.247102827892526 Movie Vector: [0.49619530728086403, -0.9877403073975235] User Vector: [2.0823339399019973, -0.40914547899834175] Predicted: 1.437373810367173 Movie Vector: [2.0770055894097252, 0.4202009330723968] User Vector: [1.4800112534088592, -0.36156345438347204] Predicted: 2.9220623448226797 Movie Vector: [1.9597253516151447, -0.180687430450895] User Vector: [1.7141063640004695, -0.402690399021242] Predicted: 3.4319387903629712 Movie Vector: [2.0633239199185223, -0.34096579705214747] User Vector: [1.944990570332658, 0.6219828639686474] Predicted: 3.8010706848174944 Movie Vector: [1.7574975828763482, -0.2727156802921935] User Vector: [1.9571110301500285, -0.7860870253624476] Predicted: 3.6539961627999014 Movie Vector: [1.7154561691334376, -0.27572650070147864] User Vector: [1.654578237436656, -0.36259021039602163] Predicted: 2.9383321746257494 Movie Vector: [1.4024462155646058, -0.6654875999448825] User Vector: [2.0520384912654857, -0.2559549600619011] Predicted: 3.0482084683337667 Movie Vector: [1.5528209054969448, -0.3567753694553632] User Vector: [2.045529466793475, -0.5014158765148091] Predicted: 3.3552337534412824 Movie Vector: [1.4006933620339455, -0.37787176131563815] User Vector: [2.0271411860584405, -1.1456408999269991] Predicted: 3.2723085479083247 Movie Vector: [1.3499355566448825, 0.2739712445667294] User Vector: [2.048330874887973, -0.3654869292153688] Predicted: 2.6649817709147885 Movie Vector: [1.8309328383161545, -0.449050878577837] User Vector: [1.6401528334917679, -0.4614999362281354] Predicted: 3.2102466345242258 Movie Vector: [1.7914773046772483, 0.14154971178940803] User Vector: [2.023965964745871, -0.8004071344730576] Predicted: 3.512591692082573 Movie Vector: [1.5235186868166966, -0.6421979542266708] User Vector: [2.1199419441855065, -0.05083488213698309] Predicted: 3.262417224244862 Movie Vector: [2.438256114543913, -0.5924495231753262] User Vector: [1.8524073936875727, -0.4556501345685783] Predicted: 4.786593359245005 Movie Vector: [1.5165506257064196, -0.8649992060805184] User Vector: [2.0842468525401374, -0.8315373068469686] Predicted: 3.8801449785953412 Movie Vector: [2.3697157593250924, -0.2583465646563178] User Vector: [1.854674549610753, -0.5957566504170635] Predicted: 4.548963192638173 Movie Vector: [1.2948908849799052, -0.7851283838513721] User Vector: [1.9442910721085314, -0.6952545537747158] Predicted: 3.0635088711915945 Movie Vector: [1.5429968267702416, 0.1129432091692469] User Vector: [1.9645094698746073, -0.21098878137641774] Predicted: 3.0074021281092476 Movie Vector: [2.0002113262819474, 0.08792725426681047] User Vector: [2.156512533220751, -0.2101766525842174] Predicted: 4.295000538244401 Movie Vector: [2.1447116450510944, -0.25961184399901377] User Vector: [1.7015742417097195, -0.7077800156194147] Predicted: 3.833134166114428 Movie Vector: [1.8760023407942394, -0.06553014363586908] User Vector: [1.9024951285927674, -0.5320142868922394] Predicted: 3.603948287226052 Movie Vector: [1.4279705915153944, -0.6328881628871972] User Vector: [1.5282354238321074, -0.24323918828442556] Predicted: 2.336218445159817 Movie Vector: [1.8182044567235773, -0.45499379278282676] User Vector: [2.089772695955409, -0.6709127284266652] Predicted: 4.104895156258493 Movie Vector: [1.8539946205765487, -0.42458433005647794] User Vector: [2.0967727936967955, -0.08441165768396419] Predicted: 3.923245347211823 Movie Vector: [1.8136096854456139, -0.33691648354449333] User Vector: [2.045746885287214, -0.5830014851029939] Predicted: 3.9066091753892063 Movie Vector: [2.176003370459894, -0.22175157584931013] User Vector: [1.66053431495039, -0.9225713894135892] Predicted: 3.8179099255323106 Movie Vector: [1.4278466894710211, -0.7147258695434817] User Vector: [2.4122619074354987, 0.7531312824135928] Predicted: 2.906057767965375 Movie Vector: [2.2767912220985447, 0.08500477870539423] User Vector: [1.993926119758428, -0.09434452153947412] Predicted: 4.531733751803471 Movie Vector: [1.4474362982890443, -0.2579867290066483] User Vector: [1.897676232016892, -0.4556699127967429] Predicted: 2.864322250930808 Movie Vector: [1.8969862836289744, -0.15570876652983529] User Vector: [1.041127570447726, -0.1497886580182567] Predicted: 1.9983281278274772 Movie Vector: [1.755262617848956, -0.45050242564567616] User Vector: [1.966803519759229, -0.05464732261510198] Predicted: 3.4768754462802707 Movie Vector: [1.8405339739468534, 0.7471474359075622] User Vector: [1.406216535867197, -0.14063685764426453] Predicted: 2.4831128414064207 Movie Vector: [2.07058948990539, -0.04792650110661239] User Vector: [2.0234254675448935, -0.15099464857117662] Predicted: 4.196920151897196 Movie Vector: [2.1372686819177837, -0.9856091343638067] User Vector: [2.2053178014444756, -0.4582783568930886] Predicted: 5.165040005338124 Movie Vector: [1.8154528657194087, -0.16591530453890962] User Vector: [1.8978981856852932, -0.9559006544293125] Predicted: 3.6041432482346147 Movie Vector: [1.9849495495441023, -0.4043648150699188] User Vector: [2.082000746378146, -0.41308041434023285] Predicted: 4.299701629027479 Movie Vector: [2.0871520341711314, 1.0963716322788588] User Vector: [2.209625322368058, -0.36961536521017324] Predicted: 4.20658818506571
avg loss: 1.026782057002663: 86%|███████████████████████████████████████▋ | 60308/70000 [01:37<00:13, 719.21it/s]
Movie Vector: [1.43889450793493, -0.6329345235577652] User Vector: [1.763877054907152, -0.3557037135284565] Predicted: 2.7631701674282017 Movie Vector: [2.1298197272195343, -0.052346455788159454] User Vector: [1.8245387036462024, 0.016893229079372834] Predicted: 3.885054223432115 Movie Vector: [2.4086429052129597, -0.30071139128403473] User Vector: [1.877266136239362, -0.3101242233321043] Predicted: 4.614921646918562 Movie Vector: [2.17916708817616, -0.19001108243026235] User Vector: [2.023020320671718, -0.5395859061782768] Predicted: 4.511026603616436 Movie Vector: [2.1285020639212675, -0.19311134802232024] User Vector: [1.8372642790634672, -0.45264162740329394] Predicted: 3.9980310447942764 Movie Vector: [2.039469077513541, 0.07255550837082626] User Vector: [2.1719237715828323, -0.7925563513477399] Predicted: 4.372067041875208 Movie Vector: [2.006532088787821, -0.3591270911558283] User Vector: [2.0353446596752254, -0.6670488744776668] Predicted: 4.323539693331201 Movie Vector: [1.3235409058573446, -0.7339445879839367] User Vector: [1.8023980481457509, -0.6823896917457158] Predicted: 2.8863837665111323 Movie Vector: [1.5613774116427002, -0.26662237079484097] User Vector: [1.976446215332945, -0.16465749977927086] Predicted: 3.1298798489078647 Movie Vector: [1.8595552417397962, -0.20715528760511864] User Vector: [2.1340191524981504, -1.1382410325098113] Predicted: 4.204119149454571 Movie Vector: [1.7799792687332157, 0.04662029983805311] User Vector: [1.8308174925092668, -0.4107679260324652] Predicted: 3.2396670576251356 Movie Vector: [2.1068336157542475, -0.8173304489895956] User Vector: [1.9413358765669364, -0.08824500093014544] Predicted: 4.1621970104522825 Movie Vector: [2.1748793211095294, -0.195259770764908] User Vector: [1.952690882411323, -0.04349733173377709] Predicted: 4.2553602996987285 Movie Vector: [1.5689696518485965, -0.14020015712251024] User Vector: [2.1716398466046116, -0.3766640021614677] Predicted: 3.4600453663532083 Movie Vector: [1.883574253605189, -0.6627367924688125] User Vector: [1.556984477123084, -0.24260355245570306] Predicted: 3.0934781745680104 Movie Vector: [1.96216764368587, -0.37427856471167137] User Vector: [2.0002726742477934, -0.06323745330442627] Predicted: 3.9485387432168286 Movie Vector: [1.1150082647564548, -0.6786274080150873] User Vector: [1.7789522590940483, -0.21130885290646872] Predicted: 2.126946450635588 Movie Vector: [1.9108360205126897, -0.011897965592056508] User Vector: [2.022342479121303, -0.5656130439320719] Predicted: 3.8710944994530405 Movie Vector: [1.8115888067362034, -0.6353514167296996] User Vector: [2.0366537298088487, -0.3804983140517271] Predicted: 3.9313292430152775 Movie Vector: [1.25600693958863, -0.15430083717299634] User Vector: [1.965953483669667, 0.032228180155200334] Predicted: 2.4642783832190345 Movie Vector: [1.9370598739328455, 0.1854163757992793] User Vector: [1.842381742921389, 0.4687008011748066] Predicted: 3.655708550567533 Movie Vector: [2.167981573376821, -0.26157744513635095] User Vector: [1.903472520029509, -0.46910103154489263] Predicted: 4.249399598195457 Movie Vector: [2.259522723406376, -0.29052857972163704] User Vector: [2.02503227600034, -0.16120498260354033] Predicted: 4.622441097893958 Movie Vector: [2.005678720847319, -0.15907685076751324] User Vector: [2.316989856789225, -0.729774439095313] Predicted: 4.763227471723136 Movie Vector: [1.8705387212645843, 0.2201366253706938] User Vector: [2.118026658994179, -0.5964289868329259] Predicted: 3.8305550138846094 Movie Vector: [1.9693867126036169, 0.6450136429677963] User Vector: [2.007324006488437, -0.28603361626467827] Predicted: 3.7687016414304515 Movie Vector: [1.2070562808793812, -0.7896833836788758] User Vector: [1.9985190637498143, -0.04253626024659901] Predicted: 2.4459151662769734 Movie Vector: [1.7763256617523888, -0.2775891573682688] User Vector: [1.8611122090991954, -0.9004569705197508] Predicted: 3.55589846811654 Movie Vector: [1.7401106911390685, -0.39238130817891814] User Vector: [2.3342995834982263, -0.7311473293712546] Predicted: 4.348828207136953 Movie Vector: [1.8373349009469124, -0.31413945653144176] User Vector: [1.8355209952990212, -0.5371313163956875] Predicted: 3.5412009259022645 Movie Vector: [1.504973372165273, -0.04739595814424908] User Vector: [1.4859116680697384, -0.36036973600415845] Predicted: 2.2533375627587473 Movie Vector: [2.232201775756496, 0.03979354619940914] User Vector: [1.485920040481588, -0.4454512681479198] Predicted: 3.299147267376535 Movie Vector: [1.675453935157074, -0.38683611854498196] User Vector: [1.372775113984337, -0.45076854315804116] Predicted: 2.474395020408191 Movie Vector: [1.7699924231025403, 0.1819553870934114] User Vector: [1.9580616892889917, -0.12042571084630546] Predicted: 3.443842247175837 Movie Vector: [1.7509126109967694, -0.1125670589127168] User Vector: [1.8544781281036606, -0.14449426379218042] Predicted: 3.2632944356192257 Movie Vector: [2.1737803143348136, -0.1524508589988082] User Vector: [1.9589303337813144, -0.29896244589112] Predicted: 4.303861278411633 Movie Vector: [1.9415166029127846, -0.43958170073145475] User Vector: [2.351644255288865, -0.30632835234192307] Predicted: 4.700412703892529 Movie Vector: [0.9285528555584116, -0.7932818105338554] User Vector: [1.6545647208189485, -0.0007752049946501931] Predicted: 1.5369657522443316 Movie Vector: [1.5688188159698935, 0.22015709325072122] User Vector: [1.7419237834981, -0.009874887850224875] Predicted: 2.730588780932004 Movie Vector: [1.2442294416773585, -0.6599664662210286] User Vector: [1.8936333677703274, -0.6000039432811928] Predicted: 2.7520968700884616 Movie Vector: [2.0064876991069505, -0.22113418574629387] User Vector: [2.0611144718455194, -0.48562693479641117] Predicted: 4.242989551012026 Movie Vector: [2.1814236336979613, -0.21721810671577862] User Vector: [1.615401544933699, 0.08132027624876227] Predicted: 3.5062108715862097 Movie Vector: [2.1959101742499447, -0.40214132425271565] User Vector: [1.9379181422839398, -0.44044619903293153] Predicted: 4.432615783246034 Movie Vector: [2.0567175376463003, -0.37557450069753545] User Vector: [1.9994269888624854, -0.7212059091203462] Predicted: 4.383123102454794 Movie Vector: [2.186722294048343, -0.17983652665080335] User Vector: [1.7626495846306223, -0.7307287588841537] Predicted: 3.985836865228412 Movie Vector: [1.7536615910257658, 0.15650449241766687] User Vector: [1.799350190373991, 0.05828333100620407] Predicted: 3.1645729207993045 Movie Vector: [2.1653514428615277, -0.39519599627749274] User Vector: [2.0587893284742105, -0.23284603367491716] Predicted: 4.550022263216969 Movie Vector: [1.9199651847741133, -0.869769075405403] User Vector: [2.2035494484762808, -0.5429788059512184] Predicted: 4.703004398019579 Movie Vector: [2.380919883556413, -0.6227450560630098] User Vector: [1.9906725812224102, -0.16980441848490221] Predicted: 4.845376792392131 Movie Vector: [2.009770036421475, -0.5479324798669535] User Vector: [1.6471125791209027, 0.3021319890641077] Predicted: 3.144769578115054 Movie Vector: [2.0889135033860664, -0.28705096550153975] User Vector: [2.044095170891865, -0.4298714824604057] Predicted: 4.393333028764103 Movie Vector: [0.996881859955385, -1.783606035855769] User Vector: [2.09485185568003, 0.0039137140543778134] Predicted: 2.081339290211296 Movie Vector: [1.2727343907193254, -1.3868304638765223] User Vector: [1.9812814006835284, -0.5189534812432487] Predicted: 3.241345473465393 Movie Vector: [1.9157999410256432, -1.5692924443962095] User Vector: [2.092509776617538, -0.4294017852107375] Predicted: 4.682687083780916 Movie Vector: [2.205288997387508, -0.1683983804584484] User Vector: [1.6646958599783883, -0.14734975072433837] Predicted: 3.6959489233898104 Movie Vector: [1.875882193282655, -0.5890203370584112] User Vector: [2.0754742459526576, -0.07758196480033819] Predicted: 3.939042535655685 Movie Vector: [2.1038604490692294, -0.12279651044635215] User Vector: [1.7097634396762225, 0.2850512082942844] Predicted: 3.5621003843223136 Movie Vector: [2.1024826331730093, 0.15554704253199822] User Vector: [1.9469786977317807, 0.3645376123794902] Predicted: 4.150191646636176 Movie Vector: [1.7883780745633973, -0.33066032169890774] User Vector: [1.713600157068042, 0.12824628239470678] Predicted: 3.022158992475557 Movie Vector: [2.192496579529954, -0.45111312043383167] User Vector: [1.3438036696972184, -0.4440794896296191] Predicted: 3.146615033658432 Movie Vector: [1.7462081459332286, -0.3123218542270134] User Vector: [2.025966673186038, -0.17311366276535292] Predicted: 3.5918266882536076 Movie Vector: [2.0371030356070454, -0.652472845748031] User Vector: [1.916099812125887, 0.2667414181100657] Predicted: 3.7292512116545935 Movie Vector: [1.290390048775569, -0.7835189402285788] User Vector: [1.6724146697378273, -0.02416635145539281] Predicted: 2.177002041337493 Movie Vector: [1.609988761357943, -0.19080710980136917] User Vector: [1.8374170382877053, -0.4526554866990943] Predicted: 3.044590666723589 Movie Vector: [1.9558032268391068, 0.2622049330909645] User Vector: [1.5439001467357818, -0.37978639605764974] Predicted: 2.9199830223360577 Movie Vector: [1.652043715508335, -0.5000000681705961] User Vector: [1.9573691419578148, 0.3048801275847346] Predicted: 3.0812193053251224 Movie Vector: [1.8153828534209104, -0.3028637605778915] User Vector: [2.2465162176396225, -0.26385595874597473] Predicted: 4.15819942935166 Movie Vector: [2.127430725311907, -0.19645335272527648] User Vector: [1.8125250392313528, 0.11119323826331795] Predicted: 3.8341771744007405 Movie Vector: [1.8793753156241937, -0.9197280916944995] User Vector: [1.9521434158798416, -0.3041063662948184] Predicted: 3.9485053163073505 Movie Vector: [1.3648204121995837, 0.28012339309721757] User Vector: [1.7693296180365423, -0.9608162514358001] Predicted: 2.14567007011042 Movie Vector: [1.7171502483734062, -0.3567425697067989] User Vector: [2.3255159012333646, 0.2958622924269703] Predicted: 3.887713532919436 Movie Vector: [1.8724040714592327, -0.2777706154563706] User Vector: [1.710907857641093, -0.3446091080923709] Predicted: 3.2992331225854645 Movie Vector: [1.9349354741181555, -0.34270046154457323] User Vector: [1.4179301321175515, -0.9190459888063168] Predicted: 3.058560796999907 Movie Vector: [1.745730989736751, 0.07985643346598335] User Vector: [1.8022594265774379, 0.1637217176312672] Predicted: 3.1593343649723775 Movie Vector: [1.6067718053293634, 1.206290119417848] User Vector: [2.1555055572345867, 0.16675410646321548] Predicted: 3.664559386594221 Movie Vector: [1.8114332714862826, -0.34474747161251096] User Vector: [1.844202681608421, -0.211510851662624] Predicted: 3.413567928159016 Movie Vector: [1.607002352686774, -0.19007139534876444] User Vector: [1.954439545396636, -0.3891669505463188] Predicted: 3.214758452950426 Movie Vector: [1.8916626064486215, -0.2101935443343477] User Vector: [1.5273687415873947, -0.09352900602885142] Predicted: 2.908925527994635 Movie Vector: [1.336080654092665, 1.1493117611490038] User Vector: [1.792120679063197, 0.1632579324197659] Predicted: 2.5820520309266537 Movie Vector: [1.070152218903278, -0.5856398699887863] User Vector: [1.7737928949412638, -0.20816870943607493] Predicted: 2.0201402983261385 Movie Vector: [2.0388296197539084, -0.37670218834770924] User Vector: [1.8562328014174414, -0.28407538964349677] Predicted: 3.8915542376230876 Movie Vector: [1.962205514435471, -0.39985227324552897] User Vector: [2.1019859814126276, 0.04796822355109909] Predicted: 4.105348280763456 Movie Vector: [1.0670283574321568, -1.7834749844249502] User Vector: [1.9775566507638045, -0.7169501715673815] Predicted: 3.388771720863141 Movie Vector: [1.7729332471753971, -0.0006191460375293226] User Vector: [1.9906151579105154, 0.741986177722894] Predicted: 3.528768397989017 Movie Vector: [1.8660218691570174, -0.508818948776048] User Vector: [1.8759369173073621, 0.12962663689534393] Predicted: 3.434582823736074 Movie Vector: [2.2789511303391325, 0.11673619932240903] User Vector: [1.5395362641282098, -0.04541564192065351] Predicted: 3.5032262599054644 Movie Vector: [1.8565120955098209, -0.6582533999736426] User Vector: [1.6587387884469875, -0.36282831355675615] Predicted: 3.318301595048576 Movie Vector: [1.822131248335243, -0.04320181451379358] User Vector: [1.992767884567847, -1.9965101262676512] Predicted: 3.717337493299918 Movie Vector: [2.1765309449318466, 0.09612967160441083] User Vector: [2.2043259119327483, 0.040753839124302055] Predicted: 4.801701213208378 Movie Vector: [1.8024286114965093, -0.30134226970417705] User Vector: [1.9846555419154364, -0.18979753138421862] Predicted: 3.6343939516050625 Movie Vector: [1.4635843065949838, -1.4091701940215997] User Vector: [1.3320867093123705, -0.4416686878931158] Predicted: 2.572007553384947 Movie Vector: [1.579471594759579, -0.8201972759103557] User Vector: [2.1295796107031304, -0.5950693636541233] Predicted: 3.8516847749315772 Movie Vector: [2.0029043637799466, -0.6882875801696353] User Vector: [2.1284812143534446, -0.2686241324980884] Predicted: 4.448034966584431 Movie Vector: [1.6129363912639767, -0.11559431912829778] User Vector: [1.7415349825793864, -0.14376190837459918] Predicted: 2.8256032099767143 Movie Vector: [1.9327381714927918, -0.17434740479078056] User Vector: [1.9675353599956975, -0.3178010222216514] Predicted: 3.8581384774896983 Movie Vector: [1.7264169909808402, 0.9224880360348895] User Vector: [1.4616143956412895, -0.5663807075921641] Predicted: 2.000876500302568 Movie Vector: [1.5622064172520078, -0.34193135016785753] User Vector: [1.5041786926318916, -0.6373030036218871] Predicted: 2.5677514828177395 Movie Vector: [1.9332672266172604, -0.37536766563924806] User Vector: [1.5148669280494815, -1.527591643809877] Predicted: 3.5020510940713656 Movie Vector: [1.8307187932532936, 0.03523622177442258] User Vector: [1.6440625518929306, 0.29418317950044914] Predicted: 3.0201821147895385 Movie Vector: [1.8977805226838387, 0.41411135340632876] User Vector: [2.157547890366044, 0.15889777406750308] Predicted: 4.160353735366631 Movie Vector: [2.305109427906178, -0.5045879588435439] User Vector: [2.179501835088691, -0.4506694683123141] Predicted: 5.251392615330574 Movie Vector: [2.144937216164573, -0.5393170634660543] User Vector: [2.0366342281911383, -0.10210219622747657] Predicted: 4.4235180084046215 Movie Vector: [1.5090036023652191, -0.26236047268205887] User Vector: [2.017859778075392, -0.618127155396528] Predicted: 3.207129806851098 Movie Vector: [2.335558096435214, 0.19306533304514129] User Vector: [1.787618406349245, -0.12371772540613898] Predicted: 4.1512010384264695 Movie Vector: [2.041987405856192, -0.4636331474861662] User Vector: [2.005674190806035, -0.1132045719522978] Predicted: 4.1480468298808 Movie Vector: [1.360867613412931, 0.3806585572150647] User Vector: [1.9718911803001844, -0.4661401864629033] Predicted: 2.5060425936061894 Movie Vector: [1.7926432180655743, -0.09637510596341942] User Vector: [1.3864668400530415, -0.1813215954341004] Predicted: 2.50291526586731 Movie Vector: [1.928782175920849, -0.15191775363357143] User Vector: [1.6387386725477242, -0.13547760781821208] Predicted: 3.181351396449636 Movie Vector: [2.3487257740128564, -0.13716277355364154] User Vector: [1.5641885951138859, -1.1779187878251214] Predicted: 3.835416676719981 Movie Vector: [2.3312612291710035, 0.09241863430360434] User Vector: [1.617054711488043, 0.009447962185763777] Predicted: 3.770650122102538 Movie Vector: [2.0568559620628797, -0.40858232408692075] User Vector: [1.8921776154794638, -0.04581699497440711] Predicted: 3.9106568239701804 Movie Vector: [1.557910729439677, 1.1138209780778454] User Vector: [1.4498425419168077, -0.11330026407718183] Predicted: 2.1325290410993647 Movie Vector: [1.4867399553693694, -0.6136102374146455] User Vector: [1.613846369356452, -0.2935783420422613] Predicted: 2.57951255531038 Movie Vector: [2.0670128614694496, -0.6557524378556074] User Vector: [2.1209728080972727, -0.4582195436924336] Predicted: 4.684556656013434 Movie Vector: [2.006252989907596, -0.2038872609546132] User Vector: [1.6917328647388903, -0.907470277643] Predicted: 3.5790657473136944 Movie Vector: [1.9959703432229803, -0.6718916342705837] User Vector: [1.535333047525092, 0.12377080320547466] Predicted: 2.981318662589533 Movie Vector: [1.960306195087749, 0.2610972409346229] User Vector: [1.883528110459768, -0.5097339529117704] Predicted: 3.5592016948402434 Movie Vector: [1.3275577128574554, -0.4214518376555224] User Vector: [1.7052096331754174, -0.5420954290753262] Predicted: 2.4922313153293127 Movie Vector: [1.7965102200615581, -0.46174786106692606] User Vector: [1.8348002755728647, -0.4523453622170863] Predicted: 3.505106950305698 Movie Vector: [1.2484303912755277, -1.0938345935932516] User Vector: [1.8386398830003319, -0.4033181633019879] Predicted: 2.7365772677931015 Movie Vector: [1.6090748926522316, -0.9922406604627474] User Vector: [2.058462270247564, -0.3662271875819384] Predicted: 3.675605463012985 Movie Vector: [1.73820701086968, -0.0050339724361588315] User Vector: [2.3547147446748196, 0.5598279505178886] Predicted: 4.090163519320082 Movie Vector: [1.9506858472065227, -0.14714325434537423] User Vector: [2.1282326270622147, -0.05581066022749579] Predicted: 4.159725427346458 Movie Vector: [1.761654613765676, -0.14313203497967147] User Vector: [2.2113919823610866, -0.01421873021560274] Predicted: 3.8977440443614184 Movie Vector: [1.2309194016136276, -0.3956053684945288] User Vector: [0.9720980222616639, -0.14412256233009943] Predicted: 1.2535899752510926 Movie Vector: [2.0930386802843173, -0.2381181642563169] User Vector: [2.1879645841490496, -1.144250577780523] Predicted: 4.85196135274648 Movie Vector: [1.6376918644541423, -0.5945685910543075] User Vector: [1.9292597562373048, -0.23791613922121907] Predicted: 3.3009904708944564 Movie Vector: [1.5004390549248268, -0.35881968255312924] User Vector: [2.193908776715203, -0.3778711963758455] Predicted: 3.427414034255394 Movie Vector: [1.5605837687400614, -0.9609681890999894] User Vector: [2.0817052975623156, -0.11343474088069647] Predicted: 3.3576826762010987 Movie Vector: [2.031164172282604, -0.46302226086786386] User Vector: [2.145330337998242, -0.37431303429151364] Predicted: 4.530833387662925 Movie Vector: [2.3068281336396237, 0.11591383999953013] User Vector: [2.0603169106147687, -0.4086630828063012] Predicted: 4.705427306425498 Movie Vector: [1.5357573793603057, -0.5901092388256906] User Vector: [2.3951340519713606, 0.2813989348867469] Predicted: 3.5122886835997886 Movie Vector: [1.898132705005794, -0.2309502860835391] User Vector: [1.637199362200236, -0.3551911963008558] Predicted: 3.189653162406932 Movie Vector:
avg loss: 1.0266291624189126: 86%|██████████████████████████████████████▉ | 60475/70000 [01:37<00:12, 770.50it/s]
[1.8156935118531503, -0.26066347905379245] User Vector: [2.4647745779392602, 0.8772330085233025] Predicted: 4.246612601402393 Movie Vector: [0.28053886268390366, -0.8428854580073231] User Vector: [1.8694679058620631, -0.09686347051890049] Predicted: 0.6061032108471045 Movie Vector: [1.6023619452587408, -0.21697662112634497] User Vector: [2.1155959003374374, -0.18914449304297645] Predicted: 3.4309902952512337 Movie Vector: [2.132976742922042, -0.16759294627179852] User Vector: [2.0421543151793933, -0.2374805278974128] Predicted: 4.395667721088045 Movie Vector: [1.5178341320848459, 0.7441498748899634] User Vector: [1.8556198079236321, -0.29171710545503193] Predicted: 2.59944183311159 Movie Vector: [2.339043755714287, -0.2839980066086] User Vector: [1.4794885971874683, -1.520722504723956] Predicted: 3.8924707248482786 Movie Vector: [2.366566060968842, -0.2937602998060766] User Vector: [1.8868814747342406, -0.17367385862199608] Predicted: 4.516448143954168 Movie Vector: [2.2848162413148407, 0.2533563894346921] User Vector: [1.9476545023155558, 0.05059411580280591] Predicted: 4.462850981866994 Movie Vector: [1.8660425742737117, -0.4922773557308881] User Vector: [2.0944512204845624, 0.04950363422204263] Predicted: 3.883965629009834 Movie Vector: [1.8203503021481113, -0.5597816994369643] User Vector: [1.9564443373051181, 0.7419981109009821] Predicted: 3.1460570770501644 Movie Vector: [2.0137583613622185, -0.4592429977403483] User Vector: [2.0297771813443712, -0.5971156735978791] Predicted: 4.361701962575301 Movie Vector: [1.8635003092178557, -0.8558555093953817] User Vector: [1.8607552199437216, -1.301079028291371] Predicted: 4.581053582265824 Movie Vector: [1.7060874680154687, 1.0274149933039238] User Vector: [1.55938399635221, -0.4416907348635543] Predicted: 2.206645810598141 Movie Vector: [1.7838653021417417, 0.4387818075821129] User Vector: [1.5899726573511432, 0.2920430646503778] Predicted: 2.9644402386019175 Movie Vector: [1.8214820488295482, 0.03907839693955123] User Vector: [1.813833860621584, -0.1114934223876232] Predicted: 3.2995088324651993 Movie Vector: [1.7848299466729831, 0.06705679196375569] User Vector: [1.3682965143286514, -0.16369910156221562] Predicted: 2.4311994581039245 Movie Vector: [1.7399499998084653, 0.0509522564698097] User Vector: [2.12901409452066, -0.6523773415546295] Predicted: 3.671137975731458 Movie Vector: [2.1637714197152382, -0.04629090674479377] User Vector: [1.8558960398512137, 0.083488662344953] Predicted: 4.011870043109891 Movie Vector: [1.8749009568999704, -0.4920679824453991] User Vector: [1.5819568648060518, -1.5624867129951332] Predicted: 3.7348621240606024 Movie Vector: [1.3302935053122573, 0.7101470387111156] User Vector: [1.6358595407700767, -0.5132970592610844] Predicted: 1.8116569360761416 Movie Vector: [1.333703227080689, -0.6643509466765939] User Vector: [1.7007044578013006, -0.28648540094529623] Predicted: 2.4585618710071393 Movie Vector: [1.7585799729788807, -0.42869250583522617] User Vector: [1.8504039750450703, -0.6541019655396058] Predicted: 3.534491983113693 Movie Vector: [2.1262524003364476, -0.4676045527178541] User Vector: [2.1830024943901734, 0.10174629868928219] Predicted: 4.59403726114826 Movie Vector: [2.0065089825685662, -0.13902691549027427] User Vector: [1.987182684719853, -0.009028700705967393] Predicted: 3.98855513930514 Movie Vector: [1.9028913386805049, -1.0673466376584146] User Vector: [1.6657237347128473, -0.19937572366883033] Predicted: 3.3824942757082592 Movie Vector: [1.4245849598898923, 0.4240159838302248] User Vector: [1.6904854578348216, -0.3415794508459716] Predicted: 2.263405011237423 Movie Vector: [1.7070060400357545, -0.4186668793048466] User Vector: [2.1346523656430105, -0.4813927080063035] Predicted: 3.8454076643103394 Movie Vector: [2.1864180342591677, -0.31724109858317423] User Vector: [2.034789496219401, -0.5157696322220588] Predicted: 4.612523775197191 Movie Vector: [1.5170212618480332, -1.3358982128893402] User Vector: [1.9383347726210995, -0.7797990512563585] Predicted: 3.9822272216317534 Movie Vector: [1.345102894630054, -1.2163088094997196] User Vector: [1.9750062099290002, -0.33315088998667286] Predicted: 3.061800932271293 Movie Vector: [1.7345669107305737, -0.014919896847548405] User Vector: [1.7726060245097406, -0.20627186575320772] Predicted: 3.0777813108358534 Movie Vector: [1.9356142246176191, 0.010119049788306465] User Vector: [1.874170147854711, -0.11000266016316285] Predicted: 3.6265572751462476 Movie Vector: [1.6020697288701706, -0.21134595784054888] User Vector: [1.6126743064509677, 0.0031155432013326573] Predicted: 2.582958231429713 Movie Vector: [1.9055455217982986, -0.3474131015455321] User Vector: [1.8611563780686253, -0.13447007649445317] Predicted: 3.5932348679350135 Movie Vector: [1.8943098825063471, -0.4178886693177821] User Vector: [1.9880116863286752, 0.11684876053763309] Predicted: 3.717080410898014 Movie Vector: [1.534200241779679, -0.6245187213325785] User Vector: [1.9143946130544074, 0.11914015512050782] Predicted: 2.862659420874562 Movie Vector: [1.7482972214317671, -0.45926287828014295] User Vector: [1.830158611582018, 0.45143485936912925] Predicted: 2.992333942538405 Movie Vector: [1.3570455662257501, 0.5037861478912257] User Vector: [1.79599932745179, -0.801485597780767] Predicted: 2.033475582366612 Movie Vector: [1.839767477373509, -0.23618665624480248] User Vector: [1.8203077911784944, 0.2001223914570937] Predicted: 3.3016768345418384 Movie Vector: [2.1853151341813684, -0.4487399072501517] User Vector: [2.375601479394615, -0.7404605828468057] Predicted: 5.5237120789737695 Movie Vector: [1.315212885506354, -0.8123484473820702] User Vector: [1.5202979214999273, 0.15328209968962217] Predicted: 1.8749969404709037 Movie Vector: [2.056012628662512, -0.6498404298187672] User Vector: [2.032621599137881, -1.0515514142177567] Predicted: 4.862436300111473 Movie Vector: [2.020792104184024, -0.13918821233960763] User Vector: [1.576849872531524, -0.23390088500933554] Predicted: 3.2190420179443904 Movie Vector: [1.602977699269669, 0.17288944528458663] User Vector: [2.064815497451166, -0.36214135280053944] Predicted: 3.2472427779203317 Movie Vector: [1.412642885130162, -1.2277016890925445] User Vector: [1.7520426706262662, -0.6301242365102617] Predicted: 3.248615202606441 Movie Vector: [1.48517373351506, -0.09609022729814055] User Vector: [2.3265871727321703, 0.6258222890936346] Predicted: 3.3952507516676356 Movie Vector: [1.4778248976504287, 0.13181285033733334] User Vector: [2.0555099108831794, -0.1912265498033777] Predicted: 3.012477607080619 Movie Vector: [1.3504408548827616, -0.4524690139930035] User Vector: [1.7215760398047406, 0.12133518349875527] Predicted: 2.269986208099251 Movie Vector: [2.062675081963408, -0.2214556287147966] User Vector: [1.9220749178209873, 0.1160137743641699] Predicted: 3.938924135314822 Movie Vector: [1.4123602763960967, -0.9477176937721605] User Vector: [1.9547661586990313, -0.8618849406175403] Predicted: 3.577657680408911 Movie Vector: [1.8558979785398158, 0.4283641529414137] User Vector: [2.1142292876617192, -0.19077298715198873] Predicted: 3.842073552095594 Movie Vector: [1.9214628321941096, -0.24017549719247067] User Vector: [1.796396291695297, -0.3211926817111876] Predicted: 3.5288513184084085 Movie Vector: [1.2520286566105527, -0.10181437423952258] User Vector: [2.1449940384691644, -0.27191643425514767] Predicted: 2.713279006021322 Movie Vector: [2.054753336514622, -0.4211256798227393] User Vector: [1.8017244594194237, -0.44384405385193215] Predicted: 3.8890134733857407 Movie Vector: [2.1638899452954212, 0.05041255390917403] User Vector: [1.7117643867900878, -0.18640745696912012] Predicted: 3.6946724693163255 Movie Vector: [2.0913996156925085, -0.6610210048780457] User Vector: [1.8125227894596332, -0.42118411297782843] Predicted: 4.069121010909063 Movie Vector: [1.6395605318051993, -0.5301424453291246] User Vector: [1.4802880146545163, -0.23958449695362027] Predicted: 2.554035715609762 Movie Vector: [1.7096571981945188, 0.013573855638303947] User Vector: [1.6914550409731854, -0.01771571137136113] Predicted: 2.8915678157135263 Movie Vector: [1.4725981508941683, -0.6347774335022458] User Vector: [1.9758764301754193, 0.3321850671526516] Predicted: 2.6988083930967615 Movie Vector: [2.045727544387799, -0.6936920627950963] User Vector: [1.9099796685603205, -0.09967894555968389] Predicted: 3.9764445105570645 Movie Vector: [1.2479423202163797, 0.051838324001405936] User Vector: [2.4282209454381563, -0.14847276736646853] Predicted: 3.0225831012279754 Movie Vector: [1.9272871877256734, -0.43403207363160884] User Vector: [1.8145130911950322, 0.00031178942630868955] Predicted: 3.4969525060094546 Movie Vector: [2.076124692253122, -0.04823911196847545] User Vector: [1.992043251889005, 0.3252162049487931] Predicted: 4.120042042358482 Movie Vector: [2.3229495279603727, 0.25434697576208837] User Vector: [2.090423441111978, -0.1857358779268087] Predicted: 4.808706786927167 Movie Vector: [2.1686177648067586, -0.48650470403273915] User Vector: [1.7866587932620455, -0.21156415202961637] Predicted: 3.9775069538833834 Movie Vector: [1.783632744142349, -0.3415590404960042] User Vector: [1.7465907770773923, 0.3570091357124759] Predicted: 2.993336802770006 Movie Vector: [2.2332601492557322, -0.0776293762707949] User Vector: [1.578278746966875, -1.1787416358260807] Predicted: 3.6162120079919884 Movie Vector: [1.754633078820289, 0.2242736871636959] User Vector: [1.9640931576509035, -0.2110192543091845] Predicted: 3.3989367580724137 Movie Vector: [2.0052577611557756, -0.16942418021124628] User Vector: [1.8906548408278065, -0.7740414802706039] Predicted: 3.922391636481043 Movie Vector: [1.9684477790476655, -0.028428426988767474] User Vector: [2.0210051724984632, -0.37474543537382976] Predicted: 3.988896566497343 Movie Vector: [2.180567223891572, -0.04737914540331313] User Vector: [2.0914718138961503, 0.20021671087706977] Predicted: 4.551108790418181 Movie Vector: [2.052698562877763, -0.24749899768718805] User Vector: [1.9923891061987602, 0.05555460125353852] Predicted: 4.076024546860344 Movie Vector: [1.952313009379249, -0.24569145777821033] User Vector: [1.6517780746281148, -0.15103999967870757] Predicted: 3.2618970614077583 Movie Vector: [1.7111406140462253, -0.6067438861680372] User Vector: [1.9953881197983079, -0.12379060084612804] Predicted: 3.4894988428006757 Movie Vector: [1.7698969793819994, -0.14318503145156414] User Vector: [1.8069973670637134, -0.15788689494579372] Predicted: 3.220806221735896 Movie Vector: [1.837977226849835, -0.18143079942731605] User Vector: [2.06566938967919, -0.5202501895408399] Predicted: 3.891042704221756 Movie Vector: [2.11698620724757, -0.6974109444631975] User Vector: [1.8674828987561307, -0.22969611984811975] Predicted: 4.113628126820248 Movie Vector: [1.978507340330582, -0.3674705472419815] User Vector: [1.4819103317078228, -0.2161886669078587] Predicted: 3.0114134367318 Movie Vector: [2.310698093311781, -0.20043832366463799] User Vector: [2.0008175895190834, -0.42641759294738374] Predicted: 4.708755816677903 Movie Vector: [1.9864465308641142, -0.3834681186747502] User Vector: [1.9904940615879985, -0.8030518446419611] Predicted: 4.261954803410241 Movie Vector: [1.8815482620857529, -0.24699775881914293] User Vector: [1.7043028151081772, -0.15765004632387739] Predicted: 3.2456672079543787 Movie Vector: [1.994399303285339, -1.426973337190953] User Vector: [1.9869401730684237, -0.30218642099702375] Predicted: 4.393964062461229 Movie Vector: [2.1234473772806175, -0.03513965118613026] User Vector: [1.7777423205105878, -0.2200356329757669] Predicted: 3.7826742433602543 Movie Vector: [2.41543409443942, -0.206568723369718] User Vector: [2.3338853316682955, -0.7318944497666197] Predicted: 5.788532704753328 Movie Vector: [1.3707794350733455, -0.9431275758504728] User Vector: [1.9674686238319992, -0.2051756139829907] Predicted: 2.890472308140371 Movie Vector: [1.8240906243933823, -0.8282994322246049] User Vector: [2.1813057636100877, -0.7637038732677544] Predicted: 4.611474876951821 Movie Vector: [2.1838365554902657, -0.6454726925121247] User Vector: [1.7859652560827517, -0.22714933467843196] Predicted: 4.046874905726272 Movie Vector: [2.010108536851531, -0.1818403270334664] User Vector: [1.788926610799512, -0.757862641702763] Predicted: 3.733746642782653 Movie Vector: [2.2616475085633647, 0.03698692488532771] User Vector: [1.5502894916890368, -0.13743215105147766] Predicted: 3.501125173782705 Movie Vector: [1.9360163510260364, -0.6789643535250949] User Vector: [2.066491359907908, -0.19793092110931532] Predicted: 4.135149101929353 Movie Vector: [1.9319088440442018, -0.34073872015403406] User Vector: [1.4525198743059446, -0.09434569826881128] Predicted: 2.8382832238017803 Movie Vector: [1.4626601643378248, -0.7971494904483728] User Vector: [2.2503870527174317, -0.8896752123178397] Predicted: 4.0007556385151055 Movie Vector: [2.1359270033536837, 0.1225086487920248] User Vector: [1.9217454097267335, 0.027631948742925655] Predicted: 4.108093066910305 Movie Vector: [1.6517163217861572, -0.37904156480616824] User Vector: [1.909037992785621, -0.4473465722654885] Predicted: 3.3227521563560805 Movie Vector: [2.1627913000170684, 0.16683878262280435] User Vector: [2.0702703299879874, -0.5734610615891144] Predicted: 4.3818871129843755 Movie Vector: [1.1374930840398643, -0.5034439162139485] User Vector: [1.6254941806536722, -0.5172857665990697] Predicted: 2.109412760778968 Movie Vector: [2.0937875237559105, -0.3741539245027361] User Vector: [1.760672418258784, -0.46190363941054724] Predicted: 3.859297002198943 Movie Vector: [1.6824182155177068, -0.2773210181512477] User Vector: [2.1490944737631894, -0.6857576159636919] Predicted: 3.8058506897916535 Movie Vector: [1.0894403052137982, -1.1921929434538086] User Vector: [2.094304748345483, -0.23932791530457675] Predicted: 2.5669450560458373 Movie Vector: [2.0578311140898515, -0.2678622204501618] User Vector: [1.1198193678635213, -0.45805596851472025] Predicted: 2.4270950261667856 Movie Vector: [1.5182769495608974, -1.3364033805729605] User Vector: [2.0326259670940137, -0.14519854950962047] Predicted: 3.2801329853367154 Movie Vector: [1.755353565657321, -0.14191429665318822] User Vector: [2.01424084978951, -0.4173770423315258] Predicted: 3.5949366271723147 Movie Vector: [2.1807850725530775, -0.6450845873591246] User Vector: [1.8595420306216013, -0.7648954088242956] Predicted: 4.548683741338936 Movie Vector: [2.1375298054352863, -0.03688266869609103] User Vector: [1.6768464378184507, 0.2017623556104564] Predicted: 3.5768677058576026 Movie Vector: [1.653070388839713, -0.6660752555195185] User Vector: [2.027989098103855, -0.911018774543422] Predicted: 3.9592157900023266 Movie Vector: [2.0661942422901958, -0.17780872201717166] User Vector: [1.6156983540784606, -0.1896474668108351] Predicted: 3.37206761018209 Movie Vector: [1.1879693326281822, -0.50270571609929] User Vector: [2.6430535033746785, 0.01167750929017689] Predicted: 3.133996155834621 Movie Vector: [1.6251944634602218, -0.7255337355047894] User Vector: [2.0408146089963517, -0.2564062782613422] Predicted: 3.5027520083634403 Movie Vector: [1.9863956371424836, -0.27548066198406873] User Vector: [1.418947273850981, -0.18306779078266067] Predicted: 2.869022310305578 Movie Vector: [2.0322944588778635, -0.600504246799189] User Vector: [1.6975856216578964, -0.5885173116909825] Predicted: 3.803400997351353 Movie Vector: [1.3530367342244007, -0.6294243974370333] User Vector: [1.554681452036236, 0.11241600385262687] Predicted: 2.032783739135139 Movie Vector: [2.074547709574253, -0.5923448932231536] User Vector: [2.043932944416092, -0.8133678071125217] Predicted: 4.722030675216979 Movie Vector: [1.2459435203357132, 0.05196053995965795] User Vector: [1.742790475220494, -0.6657277047422532] Predicted: 2.1368269288992616 Movie Vector: [1.3981219489235512, -1.3571597287374826] User Vector: [1.8778604320605048, -0.7776742551176399] Predicted: 3.680906068200435 Movie Vector: [1.8325805058760452, -0.3679211866016567] User Vector: [2.1583785736398213, -0.4217442709708297] Predicted: 4.110571150970919 Movie Vector: [1.6318757317262478, -0.607608548915437] User Vector: [1.728940940668844, -0.4438080793190256] Predicted: 3.0910783457374174 Movie Vector: [2.059607333613611, -0.280887902829744] User Vector: [1.9963932580103338, -0.4592865252705954] Predicted: 4.240794223856072 Movie Vector: [2.060983083103702, -0.47313546918613614] User Vector: [2.142416119427348, -0.34063834440188123] Predicted: 4.576651462009817 Movie Vector: [2.078015983525832, -0.28912638362132653] User Vector: [1.2969143980145998, -2.2326576359488324] Predicted: 3.3405290764855473 Movie Vector: [1.6848396613585304, -0.1342268775702282] User Vector: [1.8611749434452918, 0.2226591953365852] Predicted: 3.1058945128910183 Movie Vector: [1.4259693296749627, -0.6398587816439312] User Vector: [2.431028236508974, -0.4750771165976396] Predicted: 3.7705539698486863 Movie Vector: [1.4944053772639, 0.9077038356449557] User Vector: [1.9946549999777259, -0.11070266517665951] Predicted: 2.880337923956065 Movie Vector: [1.6978879816096009, 0.01941578698942633] User Vector: [2.079464196874114, -0.3483762356228021] Predicted: 3.5239332692769887 Movie Vector: [1.8010433687193974, 0.03992256292688318] User Vector: [1.9583006188642453, -0.28169509803522935] Predicted: 3.515738353287035 Movie Vector: [1.921801111554171, -0.2839614970309117] User Vector: [2.13500472163991, -0.2111221140925804] Predicted: 4.163004998795042 Movie Vector: [2.2352063085012785, -0.49438967279943746] User Vector: [1.5268707913560462, -0.3616596570943303] Predicted: 3.5916720246409968 Movie Vector: [1.8549817110816211, -0.8391148084762192] User Vector: [1.7956222469652172, -0.09236948640869334] Predicted: 3.4083550320286413 Movie Vector: [1.5077030123806157, 0.0691442961975977] User Vector: [1.597600682217171, 0.47298789764795346] Predicted: 2.441411776453005 Movie Vector: [1.8574318707723954, 0.28490119310756556] User Vector: [2.0458640907882266, -0.2088346201541323] Predicted: 3.7405559330547637 Movie Vector: [1.864327102631674, -0.2978868544792377] User Vector: [1.5791740098618994, 0.01995022268345087] Predicted: 2.938153997275744 Movie Vector: [2.1877325399114635, -0.5414625132882859] User Vector: [1.978012409401286, 0.425658116605783] Predicted: 4.0968841987769435 Movie Vector: [2.273384545488822, 0.25214192952170544] User Vector: [1.8072535900111364, -0.41951869643657363] Predicted: 4.0028041277205615 Movie Vector: [2.041149991350103, -0.04847932888187589] User Vector: [1.6927676140994707, -0.5216098030589065] Predicted: 3.4804798940673725 Movie Vector: [2.210813964820292, -0.0031363856839182434] User Vector: [2.2400522236024853, -0.17267352364774405] Predicted: 4.952880308634683 Movie Vector: [1.3184196698999042, -0.5034797071150935] User Vector: [1.8514823698433465, 0.12359282412904471] Predicted: 2.3788042959803386 Movie Vector: [1.7705968100055014, -0.41019712740888953] User Vector: [1.8108407746140487, -0.23426547452065266] Predicted: 3.302363923658978 Movie Vector: [1.341122519014136, 0.007041203713903649] User Vector: [2.118998482397267, -0.5697021479910439] Predicted: 2.8378251936195005 Movie Vector: [1.7029633268424527, 0.022806250426079193] User Vector: [2.0766292098054113, -0.6078004044044637] Predicted: 3.5225617395165165 Movie Vector: [2.085535549857077, -0.3213996932086892] User Vector: [1.6624126253390008, -0.3975222202215823] Predicted: 3.594784148298573 Movie Vector: [1.7531063458731206, -0.1267815119633886] User Vector: [1.6363256710170773, -0.40845507310605894] Predicted: 2.920437469512633 Movie Vector: [1.4392416396006522, -0.1999842617145218] User Vector: [1.8496353273901414, -0.3933702482917274] Predicted: 2.7407400399413553 Movie Vector: [1.8572108220052992, -0.39256844731758317] User Vector: [1.9820957508042736, -0.1508442809736969] Predicted: 3.740386383812997 Movie Vector: [1.6982077083586897, -0.11307786641375772] User Vector: [1.9624360808347445, -0.6916770304827113] Predicted: 3.4108374424891683 Movie Vector: [1.878373995511136, -0.36229777226756216] User Vector: [1.0564962551682047, 0.3267122143395665] Predicted: 1.866127984635026 Movie Vector:
avg loss: 1.026785898095324: 87%|███████████████████████████████████████▊ | 60651/70000 [01:37<00:11, 784.67it/s]
[1.7902551467475563, -0.27016425338145317] User Vector: [1.6614830746827474, -0.06818189160034209] Predicted: 2.992898935523084 Movie Vector: [1.6593912864947133, -0.08716075405631267] User Vector: [1.7156902772040026, -0.08626213826132931] Predicted: 2.8545201693333886 Movie Vector: [2.1176432944629826, -0.14259299730714098] User Vector: [1.9243622243155363, -0.19393550947265809] Predicted: 4.102766606019659 Movie Vector: [2.3921393459103286, -0.6237020764684197] User Vector: [1.7624517149773755, -0.37043094567677126] Predicted: 4.447068642671279 Movie Vector: [1.911075564921895, -0.5686838097949054] User Vector: [2.041188225526796, -0.3820886298385325] Predicted: 4.118152558906434 Movie Vector: [1.6089537928944821, -0.5294617632733073] User Vector: [1.829394282785507, -0.3253173042558735] Predicted: 3.115653943521856 Movie Vector: [1.763858605392343, 0.09395007085947672] User Vector: [1.7115313611787193, -0.4656496838006292] Predicted: 2.9751514990251926 Movie Vector: [1.704300686338587, -0.6790126206566399] User Vector: [1.7451013279640442, -0.24644150923220723] Predicted: 3.1415142860018386 Movie Vector: [1.7934032125525419, -0.30510640023945246] User Vector: [1.840885309947021, -0.32276361119954483] Predicted: 3.399926872341149 Movie Vector: [2.1506778368598964, -0.25731302809630646] User Vector: [1.4001324211822135, -0.4751076154076993] Predicted: 3.1334851460977426 Movie Vector: [1.6634089907055176, 0.03438325290031099] User Vector: [1.9166724604505796, 0.0687536876711321] Predicted: 3.1905741783821853 Movie Vector: [2.210498622125171, -0.21575445447510475] User Vector: [1.6643276663160196, -0.3149289264938433] Predicted: 3.7469413318904716 Movie Vector: [2.0437239902728725, -0.24799070972873177] User Vector: [1.7984319714670964, -0.26768903925820786] Predicted: 3.7418829597932883 Movie Vector: [1.4857824657984544, 0.44633580849891247] User Vector: [2.1166920323052025, -0.7786341870024848] Predicted: 2.797411587713718 Movie Vector: [2.109737552935306, 0.23140017411717648] User Vector: [1.7538185279341323, -0.015504283480028604] Predicted: 3.696509115519516 Movie Vector: [2.0119851491899423, -0.08422945436086803] User Vector: [1.9068576649742213, -0.5862627173676778] Predicted: 3.885949892343143 Movie Vector: [1.881479023820789, -0.43176112470662154] User Vector: [1.8009271884277065, -1.1054096032339435] Predicted: 3.865679622009067 Movie Vector: [1.871195342747168, -0.1644068597396288] User Vector: [2.2179513386495935, -0.026895760362188628] Predicted: 4.154642062822424 Movie Vector: [2.3201456791783253, -0.16588004828842595] User Vector: [2.0649522242359977, -0.81936943484231] Predicted: 4.926907022188525 Movie Vector: [1.958602444131123, -0.35465418545468935] User Vector: [1.5627849404969605, -0.25855181465122967] Predicted: 3.152570887331622 Movie Vector: [2.398769884945402, -0.3453887256817117] User Vector: [2.124612139778431, 0.05596969462418841] Predicted: 5.077124316586868 Movie Vector: [1.094772465648021, -2.0089802096577674] User Vector: [2.302077252820849, -0.29510581259523133] Predicted: 3.113112527441697 Movie Vector: [1.9745548809984255, -0.24967790996581044] User Vector: [1.898053029820895, -0.44997095913217566] Predicted: 3.860157683048131 Movie Vector: [1.3871232887393043, -0.1412464550621546] User Vector: [2.044629262856444, -0.21082558590422157] Predicted: 2.8659312339914234 Movie Vector: [1.3879553088839298, -0.11797759719799449] User Vector: [2.151211502221536, -0.3016019381043653] Predicted: 3.021367697008366 Movie Vector: [2.0831652090690174, 0.06384089147805286] User Vector: [1.851373591692965, -0.2398060696735501] Predicted: 3.8414076219341258 Movie Vector: [1.5263940664726714, -0.2211582237098356] User Vector: [1.8524706416928556, -0.26821988618558107] Predicted: 2.886919229387254 Movie Vector: [1.4463007670849848, -0.6438319977983059] User Vector: [1.780527164573465, 0.04866691179256854] Predicted: 2.543844488892172 Movie Vector: [1.8463017982535936, 0.03459033971502817] User Vector: [2.2144653779772465, 0.094826994280916] Predicted: 4.091851507476046 Movie Vector: [1.8593412642373779, -0.4981928073851083] User Vector: [1.9880197303853433, -0.009086697893126074] Predicted: 3.700934046356772 Movie Vector: [2.0256751743130095, -0.16537506591466203] User Vector: [1.648836290893111, -0.4689890706867808] Predicted: 3.417565839446601 Movie Vector: [1.9940525933617046, -0.035172153599607625] User Vector: [2.146150501117994, -0.866845463373818] Predicted: 4.310025794283765 Movie Vector: [1.980541848910173, 0.4268514045499173] User Vector: [1.7798869480773092, 0.4943013515303066] Predicted: 3.7361338131677524 Movie Vector: [1.73311503200346, -0.11118033558880729] User Vector: [2.045773250872488, -0.04959062178244256] Predicted: 3.5510738751295245 Movie Vector: [2.0529786944280213, -0.667295908652978] User Vector: [2.193180253476246, -1.4023711629372133] Predicted: 5.438348872867902 Movie Vector: [1.8177642482614076, -0.0996604245462154] User Vector: [1.7822339740972877, -0.2260464862882333] Predicted: 3.262209088941563 Movie Vector: [1.3773726939506354, -0.4785938799514423] User Vector: [1.8341859953177193, -0.48543509317644706] Predicted: 2.7586839702852006 Movie Vector: [1.726090456466318, -0.5852435541368446] User Vector: [1.9508178557850278, -0.2922510618101942] Predicted: 3.538326133288687 Movie Vector: [1.6958477986807794, -0.13364457890031392] User Vector: [2.208321383452711, 0.07862924738659056] Predicted: 3.734468584251744 Movie Vector: [2.0116563664112714, -0.03392511314539936] User Vector: [1.978316188536681, -0.45682118634365865] Predicted: 3.9951900658782193 Movie Vector: [1.7927654109820677, -0.451544434781171] User Vector: [1.7366089075171245, -0.15117768695929815] Predicted: 3.181595825009618 Movie Vector: [2.05052634673448, -0.09215024470092878] User Vector: [1.5262905068818402, 0.14958074648327235] Predicted: 3.1159149947409563 Movie Vector: [1.4889051269203524, -0.17525810438705222] User Vector: [1.941454571654997, -0.22761079554756292] Predicted: 2.9305323019857763 Movie Vector: [2.0868330354890183, -0.659959847995752] User Vector: [1.9232145383950332, -0.7173731579327747] Predicted: 4.486865113321065 Movie Vector: [1.6629424276569993, -0.20121015297407488] User Vector: [1.7945632595104453, -0.2203139925599988] Predicted: 3.028584795499684 Movie Vector: [1.7165540325314086, -0.3859491854050566] User Vector: [2.043337095125891, -0.7994669583978751] Predicted: 3.816052151811281 Movie Vector: [1.743006394515593, -0.6763881402856607] User Vector: [1.4289298715338028, 0.16560824355862303] Predicted: 2.3786184515211715 Movie Vector: [1.8166866510055095, -0.6363038226892298] User Vector: [1.8932721026162773, -0.7653742998889067] Predicted: 3.9264927483515284 Movie Vector: [2.2278794856531388, -0.19644038043531897] User Vector: [1.9236939336054948, -0.45620350429309686] Predicted: 4.375375041294335 Movie Vector: [1.5424667872447537, 0.11300013553955915] User Vector: [1.6046618820840777, -0.4005209556232374] Predicted: 2.429878735600487 Movie Vector: [1.8836202252353162, 0.2164529190649291] User Vector: [2.1407233045891885, 0.037944736974223445] Predicted: 4.040522962238 Movie Vector: [1.5283512675347481, -0.4500177562500626] User Vector: [1.6326802791885289, -0.277876300314868] Predicted: 2.62035824335954 Movie Vector: [2.337525293080293, 0.2530519067929214] User Vector: [2.117982027003393, -0.23206696470116722] Predicted: 4.892111570488623 Movie Vector: [1.8162313359296904, -0.3406649188671414] User Vector: [2.003677576642162, -0.060288298320605255] Predicted: 3.659680110053186 Movie Vector: [1.9046839086533969, -0.5061474142968269] User Vector: [2.0383522261000495, -0.6675034431361293] Predicted: 4.220271826998176 Movie Vector: [1.3749485738891902, 0.2695081321979657] User Vector: [2.475775249350636, -0.17911873809422316] Predicted: 3.3557896918193806 Movie Vector: [1.82463256387386, 0.2258495722068685] User Vector: [2.0524715730331904, -0.5732466965830003] Predicted: 3.615538947389494 Movie Vector: [2.1399665523209253, -0.4346050291374235] User Vector: [1.8477292230099276, -0.47746044485653577] Predicted: 4.161585445536018 Movie Vector: [2.3483535223545733, -0.18553260058772403] User Vector: [2.0832652004368972, -0.4214868504189152] Predicted: 4.970442722916444 Movie Vector: [2.2518808326681587, -0.20684882590275072] User Vector: [2.0503694636192518, -0.3636994323526754] Predicted: 4.692418495575934 Movie Vector: [1.286308417449575, -0.5366754872748413] User Vector: [1.703488824423985, -0.2997998011035575] Predicted: 2.352107218230005 Movie Vector: [1.8901894239939507, -0.5071682846267335] User Vector: [2.2491715520370494, -0.16879702384106707] Predicted: 4.336968777440062 Movie Vector: [1.4942901800165231, -0.6311305616429328] User Vector: [2.097232535403875, -1.2288100168430214] Predicted: 3.9094135389477636 Movie Vector: [2.1228043913742867, -0.6733774281207825] User Vector: [1.7697819914927861, -0.518621419077654] Predicted: 4.106128940662878 Movie Vector: [2.299177681040619, -0.6041634547083247] User Vector: [1.537208426129904, -1.7194512282660606] Predicted: 4.573144898737147 Movie Vector: [2.0363934182800354, 0.17925513756381356] User Vector: [2.3374680152771967, -0.36005021301675366] Predicted: 4.695463631286382 Movie Vector: [1.8170527281905393, -0.6964386180600408] User Vector: [1.941293531329073, -0.6934370613705265] Predicted: 4.010369056052643 Movie Vector: [2.163060094411479, -0.1646605094896572] User Vector: [2.118530602523146, 0.07324832841442644] Predicted: 4.570447898031338 Movie Vector: [1.8875264841316142, -0.33785594738731267] User Vector: [1.4157256428217164, -1.6832697223073896] Predicted: 3.240922331828786 Movie Vector: [1.9854882684707917, -0.37984382605959977] User Vector: [1.3986313399972428, -0.6000348685556423] Predicted: 3.0048856577214527 Movie Vector: [1.959772145239, -0.30727735777253234] User Vector: [2.149281964144396, 0.13672167119789969] Predicted: 4.170091451718819 Movie Vector: [1.9524055488763585, -0.21391316152556342] User Vector: [2.0310114493702125, -0.08749514759263909] Predicted: 3.984074387221505 Movie Vector: [1.6240621416608754, -0.27184462821781497] User Vector: [1.6929386755222926, -0.3940538538963118] Predicted: 2.8565590344795004 Movie Vector: [2.193065404555218, 0.23066353083697422] User Vector: [2.1066205263718762, -0.18396240863596575] Predicted: 4.577523178194819 Movie Vector: [2.2475511167218722, -0.2615025783332884] User Vector: [2.054385200056161, -0.7058039956189849] Predicted: 4.8019053152154125 Movie Vector: [2.0287958654845286, -0.3655029776723075] User Vector: [1.965307750595737, -0.1855712480284178] Predicted: 4.055035082538083 Movie Vector: [2.036239968148892, -0.3427537411560184] User Vector: [1.7314198669566507, -0.522527832251386] Predicted: 3.704684704106476 Movie Vector: [1.7433291271395635, 0.3744258967419808] User Vector: [1.8226115993131782, -0.3230853125312862] Predicted: 3.0564403806763965 Movie Vector: [1.5826673342923814, -0.2930630963435913] User Vector: [1.7007832194874297, 0.1038825384148542] Predicted: 2.6613299058314954 Movie Vector: [1.7084454726067724, -1.0099199779567527] User Vector: [1.745027519452837, -0.516318479481511] Predicted: 3.5027247126000574 Movie Vector: [1.778465424802874, 0.656969083549629] User Vector: [2.5205633022860376, 0.0008288060837591065] Predicted: 4.48327918411596 Movie Vector: [1.569126787811093, -0.21400523750547665] User Vector: [1.858714881245957, -0.2268076214007017] Predicted: 2.9650973299520555 Movie Vector: [1.7955157862744344, -0.4097352449350028] User Vector: [1.7340002329710635, -0.18639220982126453] Predicted: 3.189796249448184 Movie Vector: [1.6412954490790175, -0.7454421678280068] User Vector: [1.7554807855122498, -0.3375034248458975] Predicted: 3.132851908873417 Movie Vector: [2.2639908732998646, -0.7235520991247956] User Vector: [1.4484086514474184, -0.01696763317430398] Predicted: 3.291460934285967 Movie Vector: [1.158060995024779, -0.3476356731156467] User Vector: [1.8055873649502434, -0.16615997313136505] Predicted: 2.148743434562848 Movie Vector: [2.230034027333048, -0.13120322691529906] User Vector: [1.9332180196856774, -0.5538351247921568] Predicted: 4.383806921704239 Movie Vector: [1.7188744319702696, 0.49034317616594647] User Vector: [1.789106367308392, -0.3186865276793177] Predicted: 2.918983426658031 Movie Vector: [2.2159994256352498, 0.04465071025390733] User Vector: [2.017123072979369, -0.1315527386386408] Predicted: 4.464069647941829 Movie Vector: [2.1499713765854533, -0.3957102613489016] User Vector: [1.1143102637660505, -0.09336769911447115] Predicted: 2.432681728350528 Movie Vector: [2.1232679955135563, 0.01845912125376406] User Vector: [1.7686052029887767, -0.5754643272024349] Predicted: 3.7446002584117806 Movie Vector: [2.0005794327865423, -0.1582369233581815] User Vector: [2.1347010728089475, 0.0823423354788865] Predicted: 4.257609463580641 Movie Vector: [2.153870870831962, -0.5137725029753847] User Vector: [2.011392335966033, -0.23506348760542342] Predicted: 4.453048518637056 Movie Vector: [1.7482703316130013, -0.6090473528476438] User Vector: [1.6932162310750427, -0.40226933154939626] Predicted: 3.205200773306032 Movie Vector: [2.269970772632968, 0.21230843739809543] User Vector: [1.5133221663254486, -0.5295171691992195] Predicted: 3.322776124368226 Movie Vector: [2.3529762893033483, -0.34857637581152146] User Vector: [1.894475279169469, 0.6664434105550143] Predicted: 4.225348983822365 Movie Vector: [1.7420432884655526, -0.23409338210939729] User Vector: [1.5593674855648243, -0.6353335919635428] Predicted: 2.8652130517900645 Movie Vector: [2.0179364629707046, -0.6448890796644258] User Vector: [1.77586219806176, -0.6129881404519473] Predicted: 3.9788864404213924 Movie Vector: [2.2748682338168953, -0.210926386019307] User Vector: [1.8204073450891194, -0.3418947577138962] Predicted: 4.213301467593727 Movie Vector: [1.7968426513894804, -0.4389262387742059] User Vector: [1.8580143898771435, -0.2342549277371668] Predicted: 3.441380136972652 Movie Vector: [2.0906913269714393, -0.043254730052510154] User Vector: [1.953208705644281, 0.05626905992800246] Predicted: 4.081122597658115 Movie Vector: [1.8795541605107544, -0.21077475333030005] User Vector: [1.9795339567389416, 0.7270798482992746] Predicted: 3.567391208584282 Movie Vector: [1.834674971857406, -0.4436960659325032] User Vector: [1.804574617065507, 0.037962001906420705] Predicted: 3.2939642938784477 Movie Vector: [2.0732050985817576, -0.05835679701800295] User Vector: [1.9401984786313782, 1.1741664767559163] Predicted: 3.953908783409754 Movie Vector: [1.8835293115730203, -0.36070353592459437] User Vector: [2.1023435595174003, 0.04742157037034872] Predicted: 3.9427205892361004 Movie Vector: [2.039994299341399, -0.4050716165610176] User Vector: [1.8961322979944502, -0.4536911699423772] Predicted: 4.051876494333803 Movie Vector: [2.1962302969268634, -0.16351364765791107] User Vector: [2.2237656588627566, -0.6071015216383889] Predicted: 4.983170897561676 Movie Vector: [2.1964335463419795, -0.44919632084253874] User Vector: [1.7249504924538763, -0.46934860914215043] Predicted: 3.9995687958240285 Movie Vector: [2.103524612793346, -0.16416798109718994] User Vector: [2.2082839827323935, 0.09471118625774526] Predicted: 4.629631165479652 Movie Vector: [2.2431015157545224, -0.5593245700534069] User Vector: [2.7238542355699757, -0.02251444232335611] Predicted: 6.122474445273892 Movie Vector: [2.006166812178604, -0.2543883380727825] User Vector: [2.1361390426539453, -0.4141267926948374] Predicted: 4.3908002801163715 Movie Vector: [2.259335103515363, -0.4663114545819452] User Vector: [1.629528836401384, 0.19826296335275706] Predicted: 3.589199411441439 Movie Vector: [1.7321134170803927, -0.4825058608401078] User Vector: [1.7394508931384507, -0.5424349075930026] Predicted: 3.274654252395469 Movie Vector: [1.8711233923510489, 0.5088266845786502] User Vector: [1.3934895813981445, -0.08393428236907573] Predicted: 2.564682950131194 Movie Vector: [2.1893143062894755, -0.0767783575486093] User Vector: [1.914278331076069, -0.4224888103524929] Predicted: 4.223394933386309 Movie Vector: [2.2716773406911313, -0.20682703009917908] User Vector: [2.1063878435305146, -0.29709759635190375] Predicted: 4.846481348358595 Movie Vector: [1.439020516663538, -0.7021429931037249] User Vector: [1.9439534943979777, -0.19743958141101506] Predicted: 2.9360197805275443 Movie Vector: [2.1333363229366684, -0.16288938538480674] User Vector: [2.1758101377982477, -0.5694038736474765] Predicted: 4.734484645793006 Movie Vector: [1.606817158824849, -0.4846379873112307] User Vector: [1.5910477156383127, -0.08993625337788201] Predicted: 2.6001092948200895 Movie Vector: [1.418229038194956, -1.2098662257684167] User Vector: [1.8224556560682428, -0.30797652335342995] Predicted: 2.9572699261935145 Movie Vector: [1.3240435732487668, -0.6557082779350295] User Vector: [1.9707052635204676, -0.7159610724050213] Predicted: 3.078761240787006 Movie Vector: [2.1847571912719794, -0.4610976147887573] User Vector: [1.623283802352851, -0.26950665371861127] Predicted: 3.670749835865065 Movie Vector: [1.6975027701198273, -0.8004445141088625] User Vector: [2.08644973383949, -0.6536237855456287] Predicted: 4.064943776339376 Movie Vector: [1.714932309308966, -0.27302071448221216] User Vector: [2.0535366279257823, -0.199084551145908] Predicted: 3.5760305179755347 Movie Vector: [1.821517088180935, -0.6530672748798679] User Vector: [2.1153489448844587, -1.1694371297748312] Predicted: 4.616865370057936 Movie Vector: [1.9464469550991164, -0.30812500935820036] User Vector: [2.200223708434105, -0.4655302640248424] Predicted: 4.426060254777629 Movie Vector: [1.6734532926554995, -0.4653970756668578] User Vector: [1.8168961384080038, -0.2063139383260938] Predicted: 3.136508728798213 Movie Vector: [1.9022848596624655, -0.5670382836812993] User Vector: [1.7351411204658842, -0.43019766944978294] Predicted: 3.5446712309685178 Movie Vector: [2.054877391527283, -0.3483783574738268] User Vector: [1.978193560611567, -0.2616661543683618] Predicted: 4.156104048830907 Movie Vector: [2.325647205512406, -0.16806304432592198] User Vector: [2.1566147942989233, -0.2073445714357544] Predicted: 5.050372129627949 Movie Vector: [1.9968944037366931, -0.2254260591546089] User Vector: [1.5312395208262846, 0.3406057359591508] Predicted: 2.9809422211357366 Movie Vector: [2.112581721217787, -0.4300639713821988] User Vector: [1.8418848829148269, -0.5835427062466346] Predicted: 4.14209302995277 Movie Vector: [1.6567304771766787, -0.367498298417186] User Vector: [1.6743962342840013, -0.012883476195655746] Predicted: 2.778757927787769 Movie Vector: [1.9289232427710188, -0.17101071554622257] User Vector: [2.072968904162167, -0.5209707407689678] Predicted: 4.087689479937519 Movie Vector: [2.3270687084444144, -0.22073027341487905] User Vector: [1.8751480014352857, 0.6693066066090974] Predicted: 4.215862007566924 Movie Vector: [1.4001386607325272, -0.6870935390986009] User Vector: [1.5092564053992097, 0.2915885378264174] Predicted: 1.9128196417418981 Movie Vector: [2.126403822893235, 0.04131844860983433] User Vector: [2.1089270227647523, -0.3480393206096828] Predicted: 4.470050038627005 Movie Vector: [1.945342338014563, -0.16087668320009363] User Vector: [1.8898860930244774, -0.410353894646953] Predicted: 3.7424918042944872 Movie Vector: [1.8591006297303214, -0.15025809802704754] User Vector: [1.7553329626888674, -0.19209330394001514] Predicted: 3.2922041908150224 Movie Vector: [1.7174578526393618, 0.39639502118335224] User Vector: [1.771105707637537, 0.46403413516181596] Predicted: 3.225740226273748 Movie Vector: [1.8740404885723203, 0.1604037240232775] User Vector: [1.950051921434886, -0.3737207247673577] Predicted: 3.594530059589863 Movie Vector: [2.1409762437661572, -0.07104057054327778] User Vector: [2.0840363024060733, -0.15239756559466627] Predicted: 4.4726986246069185 Movie Vector: [1.5557204577875887, -0.5432536624969603] User Vector: [2.2720729550024026, 0.30458875987500134] Predicted: 3.3692414183256356 Movie Vector: [2.266730280441237, -0.016557651841547696] User Vector: [1.569869041877273, -0.2582333558216205] Predicted: 3.5627454315500553 Movie Vector: [1.401966697447819, 0.13887002959112063] User Vector: [1.4139723431375173, -0.6405142237697072] Predicted: 1.8933939069826267 Movie Vector: [1.4910332267895077, -0.5953637793332568] User Vector: [2.0805466365947973, -0.569607233200578] Predicted: 3.4412876801418535 Movie Vector: [2.0573348038592703, -0.005737827683860398] User Vector: [1.459839874568086, 0.34866592224186077] Predicted: 3.001378797029417 Movie Vector: [2.267063657576783, -0.5682421728893875] User Vector: [2.040864979833189, -0.06562351103680988] Predicted: 4.664060872305185 Movie Vector: [1.9990612368422043, 0.05814730441794473] User Vector: [1.6358952050556945, -0.018156829738732266] Predicted: 3.269198921256785 Movie Vector: [1.7850929454167668, -0.14807668501209212] User Vector: [1.9584971418209647, -0.4134725454148758] Predicted: 3.5573250753520513 Movie Vector: [2.1505356944878753, -0.25703503434689245] User Vector: [2.1964566406748682, -0.5709803227651143] Predicted: 4.870320354039563 Movie Vector: [1.7436917016843623, 0.1975493635564615] User Vector: [1.9818401889051016, -0.37710610014335244] Predicted: 3.3812212213818165 Movie Vector: [1.9122777090997183, -0.3008953726396003] User Vector: [2.105586804107917, -0.04216866665659007] Predicted: 4.039155066737434 Movie Vector: [2.292054010895714, -0.5690457315486049] User Vector: [1.7664948605608168, 0.727557988897022] Predicted: 3.6348878623391476 Movie Vector: [2.3546286919446495, -0.0547268442283516] User Vector: [2.34900219637654, 0.5598444944683467] Predicted: 5.500389446588331 Movie Vector: [1.2377689705687536, -0.5589768754066904] User Vector: [2.090700942519166, -0.9362873947274344] Predicted: 3.1111677557764827 Movie Vector: [2.1669938606969783, -0.39335924237466285] User Vector: [2.152344756897618, -0.2070359969093396] Predicted: 4.7455573971890095 Movie Vector: [2.106292061263163, 0.5261297389029129] User Vector: [1.7055584960082508, -0.4292046873639013] Predicted: 3.3665869700634428 Movie Vector: [2.136823976899535, -0.3812962837472908] User Vector: [2.0011731220163846, -0.10674354908559922] Predicted: 4.3168556276318455 Movie Vector: [2.400207149796351, -0.2681409777286965] User Vector: [1.4622410397284171, 0.26062459936681814] Predicted: 3.4397972633874283 Movie Vector: [1.8956000820290293, -0.014920622898646834] User Vector: [1.940606772447146, -0.6931738409371019] Predicted: 3.688956942520729
avg loss: 1.0272003990665013: 87%|███████████████████████████████████████ | 60732/70000 [01:37<00:12, 734.39it/s]
Movie Vector: [1.6589448327721799, 0.5010182015432165] User Vector: [1.8422229330330626, -0.7084982273079655] Predicted: 2.7011757079272147 Movie Vector: [1.687867972264888, 0.06691134981686611] User Vector: [2.074132831299156, -0.05140990533302708] Predicted: 3.497422470013147 Movie Vector: [1.8883942360526453, -0.11333025043608841] User Vector: [1.893003552247362, -0.6927991470846929] Predicted: 3.653252097732118 Movie Vector: [2.3390742186322435, 0.23689335223361] User Vector: [1.906834150879633, 0.5550604758282234] Predicted: 4.591716738341385 Movie Vector: [1.2213460154703064, -1.0771166091082625] User Vector: [2.6879140769995096, 0.4102844343923844] Predicted: 2.840948969127271 Movie Vector: [1.780958874580699, 1.0702717378889877] User Vector: [2.1062760570379493, 0.04666848107571375] Predicted: 3.801138992444122 Movie Vector: [2.1875025698254342, -0.24087231662313713] User Vector: [1.8946011501240858, -0.24319220950288284] Predicted: 4.20302315557832 Movie Vector: [1.7694969568327847, -0.0514955827800776] User Vector: [2.0329578713587524, -0.3796395015831379] Predicted: 3.6168625241189303 Movie Vector: [2.2151564007891724, -0.3245255753132649] User Vector: [1.6776386497924052, 0.3991864407351781] Predicted: 3.586685783962113 Movie Vector: [2.1543938888656977, -0.16840009580998638] User Vector: [1.6034468134450766, -0.3082006381082831] Predicted: 3.506357032993383 Movie Vector: [2.0810247132140485, -0.21081447060594113] User Vector: [1.784560445160383, -0.6780437696199791] Predicted: 3.856655826943113 Movie Vector: [1.7083112790228234, -0.13932646861740627] User Vector: [2.14454911067749, -0.5618495128986997] Predicted: 3.741837942715307 Movie Vector: [2.2146612830755905, -0.00343295466241657] User Vector: [2.0073779247026167, -0.5489119678722857] Predicted: 4.447546560238876 Movie Vector: [1.7399922673664066, -0.016510939672423605] User Vector: [1.946237146404815, -0.36138250433963315] Predicted: 3.39240434993346 Movie Vector: [1.2186405755206682, -0.7824821620785228] User Vector: [2.0990964277289526, -0.33069353562360965] Predicted: 2.816805871501143 Movie Vector: [1.8842016468409442, -1.2807305034566767] User Vector: [2.0229060755514303, -0.24331784760110536] Predicted: 4.123187548416715 Movie Vector: [2.1335450892899646, -0.09044660804529306] User Vector: [2.2177902500497644, -0.4336721586748903] Predicted: 4.770979672824661 Movie Vector: [1.1995747015468556, -1.068777182539908] User Vector: [1.9160841123193475, 0.21828472193298665] Predicted: 2.0651882970751085 Movie Vector: [2.074729189754102, -0.04957868250734367] User Vector: [1.9032398625233629, -0.14105111724541228] Predicted: 3.955700426440021 Movie Vector: [2.0213346193316344, 0.5475093235895715] User Vector: [2.1391396397815545, -0.21044339547922175] Predicted: 4.208697288362337 Movie Vector: [1.7289830728151425, -0.21634137944913612] User Vector: [1.9139339675012188, -0.7554447640081697] Predicted: 3.4725933946386887 Movie Vector: [1.8782098673796266, -0.4504282329480316] User Vector: [1.9118800214057163, 0.065261782888165] Predicted: 3.5615161719048336 Movie Vector: [1.858693409361609, -0.16425525632140106] User Vector: [1.8376744758888663, -0.1434139484772232] Predicted: 3.4392299317538755 Movie Vector: [2.3257060347068963, 0.1937471758049043] User Vector: [2.105052801923569, -0.05018415959652782] Predicted: 4.886010965618335 Movie Vector: [1.632880254478322, -0.23791782648336893] User Vector: [1.7057721816279012, -0.5781293036427939] Predicted: 2.9228689813676474 Movie Vector: [2.367451581238471, 0.24515372054288148] User Vector: [1.977749076691432, -0.37135005728440196] Predicted: 4.591187330738974 Movie Vector: [1.540231026170391, 0.07877458556110592] User Vector: [1.7709603539926844, -0.4474714481662076] Predicted: 2.6924387054575107 Movie Vector: [2.2258503613005995, -0.21865935525647126] User Vector: [1.7200522037289485, -0.2804598450954946] Predicted: 3.889903988029883 Movie Vector: [1.5592471381386368, -0.07908754663678705] User Vector: [1.6362767654417976, -0.33753337298386843] Predicted: 2.578054550095202 Movie Vector: [2.16091795646475, -0.2597339573234764] User Vector: [1.7545717415675095, -0.09325912925247665] Predicted: 3.8157081449561474 Movie Vector: [1.6463040721295046, 0.07864136205361566] User Vector: [2.1571196811025493, 0.1344854630835008] Predicted: 3.561851035063123 Movie Vector: [2.1991190641261062, -0.39901506439162615] User Vector: [1.8941219518373449, -0.7934593443841287] Predicted: 4.482001925456826 Movie Vector: [1.4821106686450238, -0.8581332928795157] User Vector: [1.6087535480259871, -0.14307793204522387] Predicted: 2.5071307337142095 Movie Vector: [1.1067767001975233, -0.6776496400869816] User Vector: [2.0272286259565773, -0.13508074981777995] Predicted: 2.335226830678878 Movie Vector: [1.8003772459744756, -0.5042242163933778] User Vector: [2.127150439266026, 0.19944148929221403] Predicted: 3.729110020964469 Movie Vector: [1.9034669220506772, -0.07321034706574357] User Vector: [1.6624193729376098, -0.533628515114389] Predicted: 3.203427415758671 Movie Vector: [2.032136898722214, -0.464783998757762] User Vector: [2.1366292735012458, -1.0375446356751223] Predicted: 4.824157330230667 Movie Vector: [2.2554032417319143, 0.04208087205723592] User Vector: [1.7648606535908384, -0.22509397965867106] Predicted: 3.9710002883550115 Movie Vector: [1.8166443812429804, -0.4161542255026028] User Vector: [1.9293911941582909, 0.09384090754034007] Predicted: 3.465965381889432 Movie Vector: [1.971516329561532, -0.33735174767033654] User Vector: [2.1586174715404813, 0.1868749000137482] Predicted: 4.192707020303527 Movie Vector: [1.4590017230505128, -0.4448177383273569] User Vector: [1.4680604331109415, -0.48323471010425456] Predicted: 2.356854072280996 Movie Vector: [1.309504740305005, 0.025110237507674545] User Vector: [1.8909540328662624, -0.22166640826686018] Predicted: 2.470647173578183 Movie Vector: [2.0499089306892024, -0.43883121392651797] User Vector: [1.7881791801067184, -0.758487151746544] Predicted: 3.998452308521861 Movie Vector: [1.5755005100869035, -0.21847038090681264] User Vector: [1.653829515429456, -0.28410361993812216] Predicted: 2.6676774712207703 Movie Vector: [1.687225073042724, -0.1792977831537596] User Vector: [1.7792069536123434, -0.6859697484475525] Predicted: 3.1249154374738968 Movie Vector: [1.954508158134121, -0.41295332489180636] User Vector: [1.896684007336344, -0.6498694489287724] Predicted: 3.975450115422144 Movie Vector: [1.8048426523634133, -0.5863648537760836] User Vector: [1.8956974347902962, -0.11867702121958813] Predicted: 3.491023620479442 Movie Vector: [2.206686333790767, -0.1976603080285537] User Vector: [1.9013221456244158, 0.4668194573305389] Predicted: 4.1033499171534595 Movie Vector: [1.9073747994671597, -0.09282886085151426] User Vector: [1.9931713710654517, -0.37848164199402035] Predicted: 3.8368588638691654 Movie Vector: [1.9822845859009637, 0.12346829394330609] User Vector: [1.876914256830295, 0.1250871974802713] Predicted: 3.7360225032394947 Movie Vector: [1.8535170508374408, -0.31128255605122185] User Vector: [1.878413206686314, -0.2414097076256249] Predicted: 3.5568175379565994 Movie Vector: [1.9813629060003743, -0.5255350310457497] User Vector: [2.0831248094595693, -0.28424975609667474] Predicted: 4.276809430427301 Movie Vector: [1.2353276875667598, -0.734728733243055] User Vector: [1.7438643775077196, -0.4199136963559541] Predicted: 2.462766607091677 Movie Vector: [1.7622891331331778, -0.1567317704780659] User Vector: [2.274482842316776, 1.0057179608664537] Predicted: 3.850668439904529 Movie Vector: [1.9092726110172848, -0.30083518942651155] User Vector: [2.1464555650321087, 0.15647733724588198] Predicted: 4.051094931690115 Movie Vector: [2.1418251848662972, -0.23268234971785] User Vector: [1.7348211757317635, -0.37337955723597743] Predicted: 3.8025625181359293 Movie Vector: [1.9028610456284032, 0.1548803636692245] User Vector: [1.5559002231427344, -0.07933528989641692] Predicted: 2.948374446951889 Movie Vector: [1.6490086648625337, -0.9199077696250502] User Vector: [1.775639133505831, -0.32381223778003715] Predicted: 3.225921710253647 Movie Vector: [1.8388877959651984, 0.03427286012849133] User Vector: [1.8058375437756502, -1.0974658033322768] Predicted: 3.2831193287714036 Movie Vector: [1.7089111601652867, -1.6938048934269156] User Vector: [1.990337038867502, -0.40926133503466483] Predicted: 4.094518030183152 Movie Vector: [1.5664035672796353, 0.1337937849027986] User Vector: [1.82327906940537, -0.30338411007419547] Predicted: 2.8153999300966714 Movie Vector: [2.2404305356656895, -0.31851171056040756] User Vector: [1.7475996496715853, -0.19889039303742923] Predicted: 3.9787245385432644 Movie Vector: [2.16296844203452, -0.0463270292058673] User Vector: [1.7230270642321595, -0.4075204075620335] Predicted: 3.74573237452866 Movie Vector: [1.4575677674172625, -0.5862016834755981] User Vector: [1.8824413249489869, 0.028747577913287675] Predicted: 2.7269339207312733 Movie Vector: [2.0203168078439497, 0.6969790661827062] User Vector: [1.9798645274618172, -0.30209954762059127] Predicted: 3.789396521490311 Movie Vector: [1.948785591492886, -0.13203769583221764] User Vector: [2.0045135646520134, -0.37903364829634334] Predicted: 3.956413882309816 Movie Vector: [1.9783005202963801, -0.4457844767761304] User Vector: [1.7941462515917594, -1.4315490835962716] Predicted: 4.187522822222091 Movie Vector: [2.0795204615009584, -0.19982761994163595] User Vector: [1.4810872335413827, -0.21603579189572705] Predicted: 3.1231211255338835 Movie Vector: [1.9973588364649295, -0.7307073992868294] User Vector: [1.9884600067836977, 0.2089390528346767] Predicted: 3.8189948536002523 Movie Vector: [2.042054942252678, 0.1762012436347662] User Vector: [1.8246645636655638, -0.30986090353876544] Predicted: 3.671467413629268 Movie Vector: [2.007337965975684, -0.13903068194976018] User Vector: [1.5079806475259798, -0.09932667474651277] Predicted: 3.040836261061305 Movie Vector: [1.8465985751383818, -0.601440599462593] User Vector: [1.766712835572362, -0.43960865280273287] Predicted: 3.5268078965172327 Movie Vector: [2.3216875224572813, -0.16768234639680799] User Vector: [1.4231792697034946, -0.07586057342591342] Predicted: 3.316898031641534 Movie Vector: [1.7469246164036287, -0.2975835209612991] User Vector: [2.0262073088249406, -0.06451413080918299] Predicted: 3.558829767921193 Movie Vector: [1.6442924347078376, -0.0644091035623403] User Vector: [1.995452064614717, -0.8932729700464234] Predicted: 3.3386416449052736 Movie Vector: [1.595660813040904, -0.19295015931634288] User Vector: [1.322979403760744, -1.3087127143412265] Predicted: 2.3635427177727024 Movie Vector: [2.128633921470643, -0.19314383339549981] User Vector: [1.8587621237332748, -0.2691314548447654] Predicted: 4.008605189399487 Movie Vector: [1.6636232028838018, -0.5340369867215122] User Vector: [1.5739144886046783, -1.532187345802373] Predicted: 3.436645375842867 Movie Vector: [1.244611829984752, -0.24296103690120502] User Vector: [1.976494113616118, -0.10233981050379824] Predicted: 2.4848325421781223 Movie Vector: [1.9148110920379269, -0.41668367593682704] User Vector: [2.0083752769209697, -0.6557604268740308] Predicted: 4.11890392242679 Movie Vector: [1.2434212196347179, -1.7059005209366087] User Vector: [1.4843464482204876, -0.48687874746936377] Predicted: 2.6762345799477316 Movie Vector: [1.9644406160610048, -1.1712786469342331] User Vector: [1.9039491520740706, 0.0075773164225732] Predicted: 3.731319896322391 Movie Vector: [2.1701787675101527, -0.4483117655722846] User Vector: [1.6897620041076193, -0.6857528873396789] Predicted: 3.9745167111293025 Movie Vector: [1.8879186570344086, -0.36060452753287137] User Vector: [1.8113368530195755, -0.40898544025020317] Predicted: 3.567138640438897 Movie Vector: [2.2688270468256087, -0.1824032964780303] User Vector: [1.1728082945629592, -1.562008050118174] Predicted: 2.9458145969126326 Movie Vector: [1.5859054421470904, -0.35197235116230663] User Vector: [1.8442808492945555, -0.2013125368444794] Predicted: 2.9957114826554934 Movie Vector: [1.811881769714368, -0.15314324126559026] User Vector: [2.217958073552589, -0.014752216170657726] Predicted: 4.02093700166096 Movie Vector: [2.095256801148061, -0.6005859211133774] User Vector: [2.3710477902568177, -0.14632135042477407] Predicted: 5.055832551406095 Movie Vector: [1.5155135956077264, -0.5471075408708029] User Vector: [1.7215787231639803, -0.18355763136633033] Predicted: 2.709501725168905 Movie Vector: [2.3314929724505853, 0.11129158624665837] User Vector: [1.7071574202867532, 0.46469040280119006] Predicted: 4.031941660306778 Movie Vector: [2.3581094385835453, -0.14422918155008824] User Vector: [1.4048752633068777, 0.17494283451313974] Predicted: 3.287617756596609 Movie Vector: [2.209434935104406, 0.15391858176492176] User Vector: [1.8946174203444681, -0.004235142255918516] Predicted: 4.185382050076853 Movie Vector: [1.897189700922626, -0.11850636586145215] User Vector: [1.70300375251119, -0.22590506024694929] Predicted: 3.2576923676163925 Movie Vector: [1.813460202402798, 0.14833754496404486] User Vector: [1.9556709680537219, -0.30583267865098457] Predicted: 3.5011650008391135 Movie Vector: [1.9504072356876794, -0.06529734654664557] User Vector: [1.8603999237371547, -0.07056541307129591] Predicted: 3.633145206761277 Movie Vector: [1.8352438977706846, -0.33163961445102963] User Vector: [1.9053440017970908, -0.45559056379154544] Predicted: 3.647862831375443 Movie Vector: [1.8404048543616898, -0.14821214245245415] User Vector: [1.9079468112807452, -0.5969911115721507] Predicted: 3.599875905016171 Movie Vector: [1.8504743331031772, -0.3521498973063862] User Vector: [1.7774151802640654, -0.6134844401529327] Predicted: 3.505099652945531 Movie Vector: [1.867968550516262, -0.39921084393721773] User Vector: [1.8115133839523327, 0.19854174415678771] Predicted: 3.304590012820649 Movie Vector: [1.883378614267996, -0.2365738091281859] User Vector: [2.207403965892247, -0.025969047691456543] Predicted: 4.1635210189436185 Movie Vector: [1.9644048418668467, -0.2938694567735024] User Vector: [1.8067334933389456, 0.09280293871701559] Predicted: 3.521884073090273 Movie Vector: [1.8447292971646885, -0.4193095350457578] User Vector: [1.7744179202854775, -0.3488129346059578] Predicted: 3.4195813123922276 Movie Vector: [2.3289501162066815, 0.11152595309384847] User Vector: [1.9643578510262858, -0.7902724480791727] Predicted: 4.486755557443336 Movie Vector: [1.4299351277755221, 0.1828636061409274] User Vector: [1.6196700548145937, -0.4808221148457224] Predicted: 2.2280982409524968 Movie Vector: [1.9699511105994907, -0.46992709311423764] User Vector: [2.1022895834081656, -0.3480636105000575] Predicted: 4.3049722203377945 Movie Vector: [1.155898440587064, -0.6809227793073014] User Vector: [1.3123438288434808, -0.3067312446636126] Predicted: 1.7257964768909713 Movie Vector: [2.213630530182697, -0.4010442413832067] User Vector: [1.9114707206590127, 0.24478884920968944] Predicted: 4.133118786470744 Movie Vector: [1.6669434547926434, 0.18829315741422492] User Vector: [2.030164884121246, -0.40829816363693816] Predicted: 3.3072903153381477 Movie Vector: [1.8951410772974153, -0.3601514804416979] User Vector: [1.8073581100724598, -0.36106502388827577] Predicted: 3.5552366986740216 Movie Vector: [2.008429295201074, -0.044665127267091945] User Vector: [1.72898454041933, -0.28133732500861475] Predicted: 3.4851091693544407 Movie Vector: [1.8319045266468703, -1.0206682277591101] User Vector: [1.868489361875873, -0.22209717663809117] Predicted: 3.6495816516814363 Movie Vector: [2.1903374490320378, 0.34064358410716794] User Vector: [2.2124927028035932, 0.1460721731346741] Predicted: 4.89586417125574 Movie Vector: [1.8759672282135988, -0.39399587412428183] User Vector: [2.05433272733937, -0.24530625222673072] Predicted: 3.9505105236095432 Movie Vector: [2.06595398272184, -0.2751193213880999] User Vector: [1.9217329353094927, -0.3221540770175325] Predicted: 4.058842622481851 Movie Vector: [2.0620571731359845, -0.08308062457086686] User Vector: [1.7085541721415543, -0.22339965107325535] Predicted: 3.5416965688959854 Movie Vector: [1.6086411798722848, -1.7081131329123453] User Vector: [1.9081178345314413, -0.45124363047118277] Predicted: 3.8402520960268793 Movie Vector: [1.4399061751649844, -0.4385321445339249] User Vector: [2.180065526381626, -0.3822312349354683] Predicted: 3.306710496865307 Movie Vector: [1.9545534492943535, -0.4033797928602445] User Vector: [1.8671370106365544, 0.1941105247976486] Predicted: 3.5711188211599563 Movie Vector: [2.011468264581434, -0.2241275208948654] User Vector: [1.739940578569855, -0.18833445166361848] Predicted: 3.542046189801183 Movie Vector: [1.644204122021818, 0.19286639571879544] User Vector: [1.8970701189611026, -0.4675476739977933] Predicted: 3.0289962746496046 Movie Vector: [2.1987355203276713, 0.3411980376982413] User Vector: [1.9904795976615544, 0.029215139540322826] Predicted: 4.38650634214823 Movie Vector: [2.270921076852871, -0.31058820351745003] User Vector: [1.7148681475222591, -0.6888594371919702] Predicted: 4.108281835305433 Movie Vector: [2.0891804083205776, 0.05441535470587856] User Vector: [1.3586578239467981, -0.08898439340437388] Predicted: 2.8336391900707327 Movie Vector: [1.9424949999722965, 0.4848659537703003] User Vector: [1.577881960563429, -0.711778419856594] Predicted: 2.7199106965240607 Movie Vector: [2.104264795341543, 0.1990263034768606] User Vector: [2.235600638385372, -0.4344271880487768] Predicted: 4.617833282430222 Movie Vector: [1.8987874811412095, 0.14334524061153645] User Vector: [1.9859987636835317, -0.03347930489681478] Predicted: 3.766190491028268 Movie Vector: [2.0760876803876767, -0.8890413161727079] User Vector: [1.3963616120964923, -0.07392368583492147] Predicted: 2.9646903511908196 Movie Vector: [1.6178877433590697, -0.35090666800350045] User Vector: [1.6271450434426864, -0.14946662852911716] Predicted: 2.684986859048253 Movie Vector: [1.5232622074985875, -0.3931687665576679] User Vector: [1.6640047850760666, -0.08354731957793203] Predicted: 2.567563798790837 Movie Vector: [2.394588897173798, -0.13968655769303373] User Vector: [1.6589769870716724, -0.3812650720711973] Predicted: 4.025825479394879 Movie Vector: [1.5861937335955474, -0.35200381962485755] User Vector: [2.034291255845569, -0.24456900325409048] Predicted: 3.3128692656377416 Movie Vector:
avg loss: 1.027890317360117: 87%|████████████████████████████████████████ | 60902/70000 [01:38<00:11, 783.84it/s]
[1.8255610241110027, -1.1534429227916556] User Vector: [2.3461386024865147, -0.49485548058637135] Predicted: 4.853806741748652 Movie Vector: [1.367831215198648, -0.8968305829572515] User Vector: [1.4532125138509469, -0.6129232976762944] Predicted: 2.537437797125735 Movie Vector: [1.5416691467997061, -0.29556723428330517] User Vector: [2.1257519605348527, -0.283336373761042] Predicted: 3.3609511596699813 Movie Vector: [1.3205898465733674, -1.177233000952578] User Vector: [1.3877878457923953, -0.9999373829184972] Predicted: 3.009857824409173 Movie Vector: [1.4603622171542814, -0.5005578612662448] User Vector: [1.9015895533195097, -1.307994639222867] Predicted: 3.4317365353602107 Movie Vector: [1.5802322507387612, 0.03139958838841365] User Vector: [1.6678391833185702, -0.22175923743929918] Predicted: 2.6286101177488788 Movie Vector: [1.8461810192618056, -0.18349696963761486] User Vector: [1.8117537077282104, -0.4204872129716474] Predicted: 3.4219834361366868 Movie Vector: [1.6958804321775514, -0.3580709366681763] User Vector: [1.9789577092135346, -0.28370311683376387] Predicted: 3.4576614959424927 Movie Vector: [2.0736315943689085, 0.4257105794914373] User Vector: [1.371326303745362, -0.08865442677292472] Predicted: 2.8058844222395343 Movie Vector: [1.7799350853000866, -0.6719748176979233] User Vector: [1.9957947310225586, -0.4719355547780768] Predicted: 3.8695138731912677 Movie Vector: [1.4049346611224214, -0.6861669511867649] User Vector: [1.8090203559166942, -0.30801113157384524] Predicted: 2.7529024597869935 Movie Vector: [2.1208432193934805, 0.7241540611397981] User Vector: [2.074392601762725, -1.1547530801081511] Predicted: 3.563242351234467 Movie Vector: [1.7020540864266296, -1.692394913560234] User Vector: [1.8419520475091014, -0.17995030934263528] Predicted: 3.4396489976898303 Movie Vector: [1.9632344658226906, -0.9494437732793426] User Vector: [2.176056183588115, -0.05294054104508604] Predicted: 4.322372566236072 Movie Vector: [1.7386222259222939, -0.5907777656223477] User Vector: [1.7109436811259178, -0.08372909473144259] Predicted: 3.0241499988098504 Movie Vector: [2.138150278042272, -0.4619188708628871] User Vector: [2.1191853084559753, 0.05442632834957024] Predicted: 4.505996108361796 Movie Vector: [1.6706992856830851, -0.5050332537405955] User Vector: [1.5199829682708226, 0.3421089801442049] Predicted: 2.3666580479644144 Movie Vector: [1.6959423974727352, -0.5654993446413432] User Vector: [1.6248817353537546, -0.3611058586868101] Predicted: 2.9599109522990457 Movie Vector: [1.9679514129185371, -0.4336156031405483] User Vector: [1.5636837819124731, -0.3050925257271663] Predicted: 3.209546587529312 Movie Vector: [1.8783752059642715, -0.11359774167805262] User Vector: [1.7672447038820047, -0.22504949851515565] Predicted: 3.3451137494407286 Movie Vector: [1.9882853431960172, -0.16421467570409082] User Vector: [1.8025209720718265, -0.7163613552553725] Predicted: 3.701563077214054 Movie Vector: [1.211173080428656, -1.1050564945119978] User Vector: [1.5443430757984073, -0.5691905792311542] Predicted: 2.4994545065478553 Movie Vector: [2.0517990214954325, -0.39326998894833787] User Vector: [1.714249036507688, -1.0945335223045416] Predicted: 3.9477416819262543 Movie Vector: [1.8607212149898658, -0.14478402657239042] User Vector: [1.5987393556097902, 0.24537558559654532] Predicted: 2.9392817709171375 Movie Vector: [1.9601807023635702, 0.19129830056918207] User Vector: [2.1808427918485336, 0.7571894360493748] Predicted: 4.419695007795371 Movie Vector: [1.8016802487339998, 0.040295581440303506] User Vector: [1.7431663355612388, -0.2609829652789748] Predicted: 3.1301118967067767 Movie Vector: [2.2462904064439138, -0.19494747172358634] User Vector: [1.7784307041988217, 0.13761728765184145] Predicted: 3.968043687073923 Movie Vector: [1.7113472874899984, 0.1763184407825339] User Vector: [1.5496044792663983, -0.37902164421094364] Predicted: 2.5850829169447964 Movie Vector: [2.005062149521593, 0.5491101698999171] User Vector: [2.2165753292569677, -0.014635344337841461] Predicted: 4.436334877840612 Movie Vector: [2.067429979649466, 0.7745957853744528] User Vector: [1.6570497828575395, -0.413467910342798] Predicted: 3.1055638981122016 Movie Vector: [1.8166942780138098, -0.15474827168351954] User Vector: [1.9957259423845228, -0.21652503320517966] Predicted: 3.659130774678399 Movie Vector: [1.8445503518605044, 0.11737374522808361] User Vector: [1.7502350267481053, -0.37505407815300884] Predicted: 3.1843751326109118 Movie Vector: [2.025339525164176, -0.4372225976228705] User Vector: [1.6424181134247218, -1.7024945245991479] Predicted: 4.070823400448622 Movie Vector: [1.2099115731160377, -0.24401827747163798] User Vector: [2.013026997791359, -0.3676969673208298] Predicted: 2.5253094422199713 Movie Vector: [2.1101565047302455, -0.42395304528745986] User Vector: [1.9569582846340308, 0.18186732944479445] Predicted: 4.0523850456498245 Movie Vector: [1.765781907384952, -0.6597037760536071] User Vector: [1.987300510832931, -0.4158618369144712] Predicted: 3.7834849106947286 Movie Vector: [1.6959649214663732, -0.7659938769001847] User Vector: [1.6363907113587783, 0.01475122523807264] Predicted: 2.763961896068754 Movie Vector: [1.857574350732816, -0.11459909180399312] User Vector: [2.027821485028841, 0.3857455841154923] Predicted: 3.7226230848474677 Movie Vector: [1.7648182166580397, -0.5818188271322223] User Vector: [2.6773021003574695, 0.23208944399964224] Predicted: 4.589917510110052 Movie Vector: [2.317274266069957, -0.6262109382565307] User Vector: [1.941644077707504, 0.5585859049025017] Predicted: 4.149529251532866 Movie Vector: [2.1059516694160907, -0.09096181891728801] User Vector: [1.990091442357988, -0.2809904114221975] Predicted: 4.2165957942457615 Movie Vector: [1.1843146181796027, -1.0238122633591618] User Vector: [1.7773420733638265, 0.1164607864484905] Predicted: 1.9856982176240066 Movie Vector: [2.1777509497313594, -0.4176712449577433] User Vector: [1.659979571878983, 0.17526424342982488] Predicted: 3.5418192544441984 Movie Vector: [0.8961690502546802, -0.793266637910324] User Vector: [1.980478479817058, 0.12454467214651993] Predicted: 1.6760463849641722 Movie Vector: [1.144114016605284, -0.9970897477836529] User Vector: [1.7781697737267825, -0.5652576502075383] Predicted: 2.5980415699028727 Movie Vector: [1.3091692013403726, -0.7967441230594456] User Vector: [1.8607111279908803, -0.22707987936104332] Predicted: 2.6169102607029235 Movie Vector: [1.840694328959885, -0.005771859070923629] User Vector: [1.7232376231365385, -0.2217529250476863] Predicted: 3.173233646989678 Movie Vector: [1.1460009827749416, -0.5090554674655144] User Vector: [1.918663882920696, 0.010370761386130297] Predicted: 2.193511402656513 Movie Vector: [1.8561443347099047, -0.11076675487902002] User Vector: [1.910580575730355, 0.013961379354434818] Predicted: 3.5447668549639606 Movie Vector: [1.6943065825813006, -0.27881591039165277] User Vector: [1.9416598832492313, 0.6629977314973073] Predicted: 3.10491280522819 Movie Vector: [1.9963692822096433, -0.40674311693552434] User Vector: [0.9607201977511114, -0.1404658416282707] Predicted: 1.9750858058355474 Movie Vector: [2.0588023616760154, -0.35085046393188185] User Vector: [1.8612193982261367, -0.24230637070265565] Predicted: 3.9168961952398598 Movie Vector: [1.9397150220779766, -0.6314300853282296] User Vector: [1.688014900259594, -0.08974456344385641] Predicted: 3.330935276878091 Movie Vector: [2.4833639053924217, -0.25331941580899026] User Vector: [1.9926058718023558, -0.3315920966228916] Predicted: 5.032364215910359 Movie Vector: [2.3290095563091393, -0.27611304929956865] User Vector: [2.112558563804448, 0.527519603535848] Predicted: 4.774514037065687 Movie Vector: [1.80510204523689, 0.4031918355718147] User Vector: [1.9930810478741576, -0.2579008418855] Predicted: 3.4937311620051945 Movie Vector: [1.1204570279707586, -1.0279965480210065] User Vector: [1.8106443980210616, -0.16705748257971237] Predicted: 2.2004837563316055 Movie Vector: [1.8571689628758177, -0.5024171767426935] User Vector: [1.402544747635747, -0.44186096110690276] Predicted: 2.8267611109457493 Movie Vector: [2.345854327836437, 0.2521392957366871] User Vector: [1.8475644604408576, -0.14424494021397818] Predicted: 4.297747267842845 Movie Vector: [1.7576550386169916, -0.2571849939742851] User Vector: [1.8026730094586574, -0.38959779343644313] Predicted: 3.2686760042112115 Movie Vector: [2.0662045935043816, -0.6551131156190515] User Vector: [1.6028760842962961, 0.10692909289881058] Predicted: 3.241819276992065 Movie Vector: [1.9970220554368832, -0.3841918962301909] User Vector: [1.366029206435571, -0.33835651141248196] Predicted: 2.857984283344172 Movie Vector: [1.5528027768179284, -0.6661270899687084] User Vector: [2.1009707166948948, -0.5661026286244117] Predicted: 3.6394894595262017 Movie Vector: [1.8467377339652233, -0.15035616288165438] User Vector: [2.0655987680347887, -0.44511440526306123] Predicted: 3.881544882180626 Movie Vector: [1.4317142531971365, -0.4125005337676964] User Vector: [1.7110106525494078, 0.39429736455517844] Predicted: 2.2870304652849134 Movie Vector: [1.9698088348965401, 0.5493429363625669] User Vector: [1.7528898029231403, -0.671201459052494] Predicted: 3.0841380399913207 Movie Vector: [1.7461596188118855, 0.46747637541773207] User Vector: [1.6627589044757256, -0.4031181892189966] Predicted: 2.7149942248543453 Movie Vector: [1.3221399124545623, -0.8116500387213649] User Vector: [1.7690875742145675, -0.09500387603751138] Predicted: 2.416091190161028 Movie Vector: [1.5279595190681476, -0.1872178682587151] User Vector: [2.1205235419349258, -0.5193865244268959] Predicted: 3.3373125692130805 Movie Vector: [2.173482153722429, -0.23907264708846152] User Vector: [1.4474672920570886, 0.04099465197125002] Predicted: 3.136243627419776 Movie Vector: [1.6270223493649303, -0.9315578651088422] User Vector: [1.9773208498828316, -0.1868077165983019] Predicted: 3.3911674122847972 Movie Vector: [2.3310463948953046, -0.2904909702024114] User Vector: [2.117868762639899, 0.05694064496473007] Predicted: 4.92030960081336 Movie Vector: [1.6911949697112583, -0.20657488304076163] User Vector: [2.0205574282119425, -0.6225527702342181] Predicted: 3.5457603243025897 Movie Vector: [2.0123305722132256, -0.10815504810319551] User Vector: [2.0948043598297343, -0.9329831777197535] Predicted: 4.316345696556682 Movie Vector: [2.0655106418888627, 1.313945735027914] User Vector: [1.7347911887032712, 0.15324503014820928] Predicted: 3.7845853154991005 Movie Vector: [2.0188880603516624, -0.19098359745586546] User Vector: [1.6365435962205273, 0.010220563766632964] Predicted: 3.302046366618416 Movie Vector: [1.828505890637884, 0.025946407804198157] User Vector: [2.029844282727447, 0.16722375169060794] Predicted: 3.7159210837006795 Movie Vector: [0.9765495323821285, -0.38904451505922033] User Vector: [1.3990336131316896, -0.07506791463584714] Predicted: 1.3954303811366413 Movie Vector: [1.5629945037433095, -0.34921473398880587] User Vector: [1.990912766814719, -0.2597915114472999] Predicted: 3.20250873552641 Movie Vector: [2.0285385312006396, -0.36680373784634607] User Vector: [2.0850857272442194, -0.407418495658305] Predicted: 4.379119365646607 Movie Vector: [1.5034907552137142, -0.15339007690201148] User Vector: [1.575197329211092, -0.6588348129215841] Predicted: 2.4693533447259743 Movie Vector: [1.8660254123395403, -0.5052073331912715] User Vector: [2.046959977330418, -0.5744890223322601] Predicted: 4.109915402660671 Movie Vector: [1.9142347513275504, -0.16533086409992728] User Vector: [1.5808021502670444, -0.04330185253509438] Predicted: 3.033185543711247 Movie Vector: [1.30925452136194, 0.05210204038890126] User Vector: [1.9964942702030366, -0.5141908017934288] Predicted: 2.5871287602138895 Movie Vector: [2.167128868095532, -0.10581844078509398] User Vector: [1.7967408320688527, -0.13158553867219985] Predicted: 3.9076931021945556 Movie Vector: [1.5114750032255604, -0.6181098443647496] User Vector: [2.151049323745662, -0.3137887639367847] Predicted: 3.445213207587187 Movie Vector: [0.7500491179519798, -2.6798682168036776] User Vector: [1.2535356650592522, -0.5722766102026002] Predicted: 2.473839218801136 Movie Vector: [1.467633287266545, -1.0106587066842871] User Vector: [2.1237633146659, -0.21460830775196021] Predicted: 3.333801489635508 Movie Vector: [1.6822866901289486, -0.49093861251216503] User Vector: [2.0062588169137925, -0.44028311428327455] Predicted: 3.59125448588669 Movie Vector: [1.0880567072122214, 0.00465855056220023] User Vector: [1.237135443199618, -0.11597413210385982] Predicted: 1.3455332453449953 Movie Vector: [1.7057885700108462, -0.4971355604598498] User Vector: [2.0548464166561713, -0.8020547087308056] Predicted: 3.9038634478041923 Movie Vector: [1.8057084597513662, -0.2675704087127277] User Vector: [1.971249995468867, -0.5488559658352906] Predicted: 3.706360408205943 Movie Vector: [1.0217817235599305, -1.1980453359184342] User Vector: [1.9310146069231637, -0.23606736986217713] Predicted: 2.255894844707265 Movie Vector: [1.1017271159411124, -0.7874415693011011] User Vector: [1.6891455972053446, -0.016607919327367486] Predicted: 1.8740552732716407 Movie Vector: [2.3806638695165994, -0.2016002658845747] User Vector: [1.7434256595503625, -0.22105228643476693] Predicted: 4.195074676599337 Movie Vector: [2.3463725977175707, -0.27177738501225185] User Vector: [1.7589615217947856, 0.19358160209935288] Predicted: 4.074568013573838 Movie Vector: [1.7454956226453129, -0.126970382107485] User Vector: [1.9119041937556625, -0.724745916530221] Predicted: 3.4292416670704067 Movie Vector: [1.6451303371810688, 0.12069406175764572] User Vector: [1.2296634851533859, 0.010521510826215124] Predicted: 2.024226587827081 Movie Vector: [1.7564709552292845, -0.45268697884026016] User Vector: [1.773233529493842, -0.22374566793075265] Predicted: 3.2159199418388127 Movie Vector: [2.2082851823161014, -0.1110162981183126] User Vector: [1.6169971472263205, 0.38182583411168053] Predicted: 3.5284019494382752 Movie Vector: [1.6628679316002275, -0.3533382689286594] User Vector: [1.8071905289033718, -0.7033839057717192] Predicted: 3.2536516284627295 Movie Vector: [2.1137116528042723, -0.38006346112220024] User Vector: [1.8050450174255617, -0.4857288752316168] Predicted: 3.999952484656222 Movie Vector: [1.8478565746637412, -0.4014151151281303] User Vector: [2.30276739012166, 0.14257722107689108] Predicted: 4.197951210144344 Movie Vector: [1.26659490908381, -0.3847780389282077] User Vector: [1.815388147060232, -0.06905847158411621] Predicted: 2.3259335683450963 Movie Vector: [2.1975944010004818, -0.16388605634920736] User Vector: [1.523373709472348, -0.25789372409178457] Predicted: 3.39002271996638 Movie Vector: [1.7121774868064488, -0.49749829112323396] User Vector: [1.9583951800033321, 0.1440922619592028] Predicted: 3.281434483383183 Movie Vector: [2.2898379531708066, 0.034487860380106] User Vector: [2.176599199157609, 0.0558927391999693] Predicted: 4.985987076058066 Movie Vector: [1.9123225923882303, -0.1652784856132203] User Vector: [1.6861036333011463, 0.15031288583084526] Predicted: 3.199530584931387 Movie Vector: [2.166117973444489, -0.820025267677421] User Vector: [1.5914152615233224, -0.13675958127482035] Predicted: 3.559339513441867 Movie Vector: [1.8810125758898688, -0.4982918610609467] User Vector: [1.785245984286231, -0.555191808878229] Predicted: 3.6347177071910135 Movie Vector: [1.773954011352814, -0.6267727818679003] User Vector: [1.5530646173946725, 0.113168145420021] Predicted: 2.684134494593665 Movie Vector: [1.8418813646495735, 0.39843266260660887] User Vector: [2.01619744664237, -0.513406710023737] Predicted: 3.5090385019497776 Movie Vector: [2.294098007632722, 0.12554715658743504] User Vector: [1.7553003763049164, -0.33284212867693896] Predicted: 3.985043713230177 Movie Vector: [1.8986591323397701, -0.29345070359963465] User Vector: [2.5146352842300974, 0.8700749363679507] Predicted: 4.519111144645706 Movie Vector: [2.1214534413091246, 0.7611158235573832] User Vector: [2.1516532589505553, -0.36443997715228194] Predicted: 4.287251177357156 Movie Vector: [1.9969404066522487, 0.9881939030600919] User Vector: [2.1114833746612978, -0.3613441253519424] Predicted: 3.8594284072562233 Movie Vector: [2.064531419677086, -0.1314042419087952] User Vector: [2.1114834781982683, 0.2585064065995842] Predicted: 4.325255144481598 Movie Vector: [1.7860957654608813, -0.752450814658587] User Vector: [1.95843045390745, -0.18919813085844644] Predicted: 3.6403066283700483 Movie Vector: [2.331938473684052, -0.20496510907430032] User Vector: [1.9790531424007798, -0.41772786624777625] Predicted: 4.700649801898551 Movie Vector: [2.126855813896835, -0.3338461535918864] User Vector: [2.1659927187148904, 1.4939522324320935] Predicted: 4.108004000209511 Movie Vector: [1.443553969784355, -0.702603437805257] User Vector: [1.664616911597786, -0.08212788067908249] Predicted: 2.4606676822119398 Movie Vector: [-0.06034669073168847, -1.4000742628401113] User Vector: [1.8832690155358713, -0.3573167954967062] Predicted: 0.3866209962103271 Movie Vector: [2.064440244047579, -0.35158444232110564] User Vector: [1.728003888490517, -0.47187622031864973] Predicted: 3.7332651070358516 Movie Vector: [1.820252095106727, 0.04559837746741051] User Vector: [2.1715559728839358, -0.42613891097636714] Predicted: 3.9333480663672593 Movie Vector: [1.6558156911298798, -0.23226734937146726] User Vector: [2.0000763937898856, -0.6539544998331811] Predicted: 3.4636501545815537 Movie Vector: [1.7225207410942618, -0.7497276562142041] User Vector: [1.7906117448155519, -0.9834194907697447] Predicted: 3.8216626595819405 Movie Vector: [2.3927972149441876, -0.34554606664282184] User Vector: [1.6942032796692619, -0.020222815755700962] Predicted: 4.060872803582743 Movie Vector: [2.001160042839826, -0.6852038913113739] User Vector: [2.0622920109079135, -0.1789552457042121] Predicted: 4.24959719962382 Movie Vector: [1.7488086186161411, -0.45913673483304024] User Vector: [2.147247883620137, 1.1921924717908188] Predicted: 3.207746246389597 Movie Vector: [1.5118321624135234, -0.8330057097273142] User Vector: [2.054046912281161, -0.15150086606377627] Predicted: 3.231575271552607 Movie Vector: [2.120174414401128, -0.19035104257456376] User Vector: [1.7168433833619197, -0.5903556024929818] Predicted: 3.7523822193620835 Movie Vector: [2.3793749166547706, -0.3654669173256196] User Vector: [2.111512094701753, -0.44616377377118777] Predicted: 5.187137013369044 Movie Vector: [1.7922967518904267, -0.36854139970793587] User Vector: [1.6936249176397238, -0.4170690348793268] Predicted: 3.1891856446956335 Movie Vector: [1.9955684232631785, -0.09024696757179992] User Vector: [1.9092568359932895, 0.1410160463486636] Predicted: 3.7973263832456423 Movie Vector: [1.8566556113953248, -0.2741472819687296] User Vector: [1.8515986022008588, -0.2097210410239817] Predicted: 3.4952753881963416 Movie Vector: [2.2348820371759683, -0.4139963939315985] User Vector: [1.1773170665102481, -0.1968477721771756] Predicted: 2.712659031839278 Movie Vector: [2.0342708664787525, -0.5156891817089172] User Vector: [1.7939485645139281, -0.11192004503540326] Predicted: 3.7070932571931956 Movie Vector: [1.9238767091348803, -1.0316004612931147] User Vector: [1.7640571686286364, -0.036569875322955546] Predicted: 3.431554000559648 Movie Vector: [1.2699361978839292, -0.33281407170226357] User Vector: [2.0711336469358015, -0.8198113789431208] Predicted: 2.9030523519530353 Movie Vector: [2.266903195558922, -0.31991044804014845] User Vector: [2.0440858211967936, -0.17272138545867702] Predicted: 4.689000055875895 Movie Vector: [1.1317446411122607, -0.5677774883545009] User Vector: [1.5679261168252174, -0.6364836890657436] Predicted: 2.1358730907332513 Movie Vector: [2.0964888691267194, -0.37189478840264517] User Vector: [2.0703252854790835, -0.6303185287898767] Predicted: 4.574826092369074 Movie Vector: [1.9061066972410559, -0.41384157878831646] User Vector: [1.2699304342506623, -0.6915274683259284]
avg loss: 1.0277286983681448: 87%|███████████████████████████████████████▎ | 61067/70000 [01:38<00:11, 762.33it/s]
Predicted: 2.706805725022919 Movie Vector: [1.6725364254861796, -1.6895111727894099] User Vector: [1.44908271486501, -0.4774488185762315] Predicted: 3.2302987375737797 Movie Vector: [1.9468924471050673, -0.44133539878746003] User Vector: [1.554966114242292, -1.5651718797336263] Predicted: 3.7181175390357915 Movie Vector: [1.8501967956111347, -0.32120741797789965] User Vector: [1.2821857287493788, -0.2162739643793784] Predicted: 2.4417647283845727 Movie Vector: [1.9193531890005973, -0.630347533379094] User Vector: [1.751009299935943, 0.1635619550055366] Predicted: 3.257704408909353 Movie Vector: [1.3611259113367642, -0.6131643606350812] User Vector: [1.7046940092337524, -0.16628636729316867] Predicted: 2.4222640609522594 Movie Vector: [1.0824579858242376, -0.3406782728694623] User Vector: [1.9005804529463062, -0.20563341340013525] Predicted: 2.1273533251145857 Movie Vector: [2.177623694374623, -0.17585641227809237] User Vector: [2.1484539116069135, -0.34582700599808885] Predicted: 4.739340040730756 Movie Vector: [2.0531105627032624, -0.3586880954843858] User Vector: [2.040157872724794, -0.41947234447074355] Predicted: 4.339129414420074 Movie Vector: [1.83485471577081, -0.488472104992439] User Vector: [2.060804720261991, -0.6982270630928024] Predicted: 4.1223417025270885 Movie Vector: [1.744732722272291, -0.5789544901535032] User Vector: [1.3847466251800347, 0.3488753544278139] Predicted: 2.214029796057852 Movie Vector: [2.3052484737054075, -0.16680608597660562] User Vector: [2.1017372137198653, -0.5170846726586127] Predicted: 4.931279374422252 Movie Vector: [1.942774695773294, -0.23989144797429396] User Vector: [1.9070809576419978, -0.3123475840301739] Predicted: 3.779958141502245 Movie Vector: [1.841086274994641, -0.3414127747090975] User Vector: [1.9359731513041811, -0.243854301407137] Predicted: 3.6475485712924107 Movie Vector: [1.886356672911371, -0.4172087836966185] User Vector: [2.184686006179658, -0.02336861558190386] Predicted: 4.13084661765669 Movie Vector: [2.0570560983297757, -0.4004382354173157] User Vector: [1.6547353047930642, -0.6699108243929992] Predicted: 3.6721412582530446 Movie Vector: [1.858712400525021, 0.003830239093797806] User Vector: [1.9230370589562649, -0.7922511683128666] Predicted: 3.5713383167541966 Movie Vector: [1.8468666321912808, 0.0024866917030380246] User Vector: [1.8568509233888089, -0.40385920643534545] Predicted: 3.428351738022521 Movie Vector: [1.620891910706968, -0.6710103349381403] User Vector: [1.5069397239163083, -0.2482021734871549] Predicted: 2.6091326319829258 Movie Vector: [1.9300359387796007, -0.29563481686603177] User Vector: [1.6888941084499358, -0.019456113412304] Predicted: 3.2653782306270798 Movie Vector: [1.039390677260845, -1.1137315236469898] User Vector: [1.731529323448894, -0.33511152652460896] Predicted: 2.17295970722448 Movie Vector: [1.55094420259094, -0.4538629923852041] User Vector: [1.7669511718128577, -0.4028954070293133] Predicted: 2.923301991236998 Movie Vector: [2.0678517303105775, -0.46942343411515514] User Vector: [1.7264808697637983, 0.5395897353714417] Predicted: 3.316810387297831 Movie Vector: [1.4436208380001248, -1.1282304269356256] User Vector: [1.4615802955917134, -0.44588517370846387] Predicted: 2.613028991023945 Movie Vector: [1.8680683682368824, 0.4272659836885031] User Vector: [2.0044976569966835, -0.4199643050596686] Predicted: 3.5651022053250707 Movie Vector: [2.337415125322434, -0.35405052229929873] User Vector: [1.701953434705189, -0.28270630044852374] Predicted: 4.0782640142054785 Movie Vector: [2.1689260091092195, -0.64826049120253] User Vector: [1.9691089869574152, -0.14858411736783406] Predicted: 4.367172909492411 Movie Vector: [2.0639053237094025, 0.17249065535697009] User Vector: [1.3849581775860924, -0.06946044587517256] Predicted: 2.8464412780044124 Movie Vector: [1.5138872907666587, -0.7746904208682402] User Vector: [1.8084345832324376, -0.7596273902334664] Predicted: 3.3262421943814937 Movie Vector: [2.191679404309566, -0.8222219102925905] User Vector: [1.7258733627793228, -0.4888221368173094] Predicted: 4.184481374777168 Movie Vector: [1.6893026846476304, -1.7271884696632507] User Vector: [1.8506503486971126, -0.42435325626448206] Predicted: 3.859246653682174 Movie Vector: [1.9203034664204144, 0.13162913022348077] User Vector: [1.7676883039403501, -0.2062295659242611] Predicted: 3.367352159218501 Movie Vector: [1.7779035570464585, -0.3981117481137027] User Vector: [2.450118683703014, -0.6757905301215422] Predicted: 4.625114872246948 Movie Vector: [1.1079059238751972, -2.413785800472111] User Vector: [1.2132419467281892, -0.4283102318578041] Predicted: 2.3780070957293225 Movie Vector: [2.1484293130161825, 0.06105045758753832] User Vector: [2.0033886790128133, 0.12714197435692182] Predicted: 4.311901039068968 Movie Vector: [1.6845644252048102, -0.363041336709457] User Vector: [2.06680607614054, -0.2655582263854468] Predicted: 3.578076603144663 Movie Vector: [2.084873576882597, -0.5269357304262136] User Vector: [1.1575936506451434, -0.3070697329931594] Predicted: 2.575242429043656 Movie Vector: [1.9951468896619036, 0.24794693155278025] User Vector: [1.7392688319470506, -0.12970493032633001] Predicted: 3.4379368608633696 Movie Vector: [1.6550827471013065, -0.3921071224338698] User Vector: [1.8699844558813066, -0.5382803143859378] Predicted: 3.306042555413444 Movie Vector: [1.9291495386488604, -0.35409357753094733] User Vector: [2.0351875370413337, -0.19816062208004057] Predicted: 3.996348501745279 Movie Vector: [1.5364589507248325, -0.08229515767554245] User Vector: [1.5864089842430744, -0.5318516154980961] Predicted: 2.4812210959079692 Movie Vector: [2.105522928419041, -0.4207507758804389] User Vector: [2.08314026852371, -0.26139198446141587] Predicted: 4.496080478760738 Movie Vector: [1.8022073217529508, 0.29053832109157335] User Vector: [1.9761196192555743, -0.5234503742759085] Predicted: 3.4092948535651715 Movie Vector: [2.337198200164817, -0.29032557385400554] User Vector: [1.6126747930410759, -0.6698283449869145] Predicted: 3.963608922388776 Movie Vector: [1.9541340042253668, -0.4000364685777419] User Vector: [2.054744897337229, -0.29772862242720616] Predicted: 4.134349180605534 Movie Vector: [1.774319875234827, -0.07158145404054478] User Vector: [2.0136797544630256, 0.23122075514126936] Predicted: 3.556360892844368 Movie Vector: [1.5596779862372707, 0.09097919926011133] User Vector: [2.047660855594153, -0.8139572733216291] Predicted: 3.1196383787912296 Movie Vector: [1.6000203875687922, 0.2754277062866714] User Vector: [1.0378852416223603, -0.2768143550911102] Predicted: 1.58439520366257 Movie Vector: [1.70848296373433, -0.21373130538500318] User Vector: [2.0396473779877304, 0.036844956773988774] Predicted: 3.476827876609274 Movie Vector: [1.8533626134194678, -0.30097249050683367] User Vector: [2.21860345864621, -0.7908956895300067] Predicted: 4.349914549666975 Movie Vector: [1.767819872909441, -0.26888876988435406] User Vector: [2.062332742803967, -0.18052732795722087] Predicted: 3.694374578425614 Movie Vector: [1.4975221161613326, -1.3349207803534824] User Vector: [1.780505751781513, -0.26203078078619135] Predicted: 3.0161370756090107 Movie Vector: [1.4757299234705477, -0.33782769705642135] User Vector: [1.9541226803311709, -0.1735255159509579] Predicted: 2.9423790389314197 Movie Vector: [2.039378416544905, -0.39418202265187274] User Vector: [1.826197643503691, -0.10837481519930764] Predicted: 3.7670274623663804 Movie Vector: [1.7293149227813145, 0.06664477629815987] User Vector: [1.7606270247545255, -0.40538390935397806] Predicted: 3.0176618674062987 Movie Vector: [1.8117724012752372, -0.7549313579391087] User Vector: [2.0184455672944335, 0.05685466262877927] Predicted: 3.61404260463688 Movie Vector: [1.1203227934506736, -0.6341322094383922] User Vector: [1.8649104397064096, -0.1300016680395707] Predicted: 2.1717399183318182 Movie Vector: [1.8044719230885735, 0.4079586434809736] User Vector: [2.1945038447446725, -0.32026111551735775] Predicted: 3.829267282705523 Movie Vector: [1.9432680662349975, -0.12461870464909308] User Vector: [1.2234317097594474, -0.11603280508909927] Predicted: 2.391915630661822 Movie Vector: [1.4236408722543814, -0.8555774921469255] User Vector: [2.102857597187792, -0.04173922812403076] Predicted: 3.0294251680096873 Movie Vector: [1.6390898098120117, -0.5528647005074899] User Vector: [1.6364060503549083, -1.3960043661210944] Predicted: 3.454018017634139 Movie Vector: [1.466259620156767, -0.35293273591052804] User Vector: [1.7614934058921194, -0.0015994893711074668] Predicted: 2.5833711643918336 Movie Vector: [1.4649459995225538, -0.638773295563676] User Vector: [1.711614804652757, -0.22171647941451414] Predicted: 2.6490498270360185 Movie Vector: [2.0009792725799356, -0.35430826839931173] User Vector: [2.2251603753232803, 0.2864608502128301] Predicted: 4.3510043413849715 Movie Vector: [2.25601305488869, -0.17283074826266737] User Vector: [1.6172512966038426, -0.4153013432403651] Predicted: 3.7203168800806528 Movie Vector: [2.063017949663941, -0.4087315298235496] User Vector: [2.082026338597552, -0.18352276138835535] Predicted: 4.370269247219549 Movie Vector: [1.423315297650747, -0.5907884309559726] User Vector: [1.7972273074667824, -0.1122786102533231] Predicted: 2.624354024054612 Movie Vector: [1.9848306767600916, -0.4112271460498392] User Vector: [1.6262076102977097, -0.14993088840887953] Predicted: 3.289402403044715 Movie Vector: [2.0315675899843213, -0.04978032799620897] User Vector: [0.8897654850330874, -0.1260094275422704] Predicted: 1.8138915127135689 Movie Vector: [2.211375427126508, -0.6576674821698983] User Vector: [1.876952068473403, -0.1327062328012342] Predicted: 4.237922256110994 Movie Vector: [1.4199632944353704, -1.366204837634651] User Vector: [2.16062433175082, -0.5631605759420066] Predicted: 3.8373999473672007 Movie Vector: [1.969800147960094, -0.02537641827668606] User Vector: [2.009953301513471, 0.04055968724643876] Predicted: 3.9581770511253773 Movie Vector: [1.3508843925225267, -0.3345172029112335] User Vector: [2.007609627584353, -0.3792434184308939] Predicted: 2.8389119597376617 Movie Vector: [2.073091131642792, -0.17416093459528198] User Vector: [2.4892346978910944, -0.010744050060192065] Predicted: 5.162281570575375 Movie Vector: [1.8312949901366415, -0.27501170713194056] User Vector: [1.513107820974779, -0.38278185929457487] Predicted: 2.8762162646714224 Movie Vector: [1.3023298230531948, 0.409902894510587] User Vector: [1.8432971680294705, -0.19701573534087433] Predicted: 2.319823554493919 Movie Vector: [1.5436109018730824, -0.28284713845222653] User Vector: [1.4194200942415809, -0.6399746037071169] Predicted: 2.372047317149678 Movie Vector: [2.0361073693845957, -0.05531296223129566] User Vector: [2.1456596419131055, -0.006906868564151443] Predicted: 4.369175448450412 Movie Vector: [1.988321307066041, -0.3911520632035807] User Vector: [1.7830878176136782, -0.6900775273893609] Predicted: 3.8152767487399375 Movie Vector: [1.6423220029822705, -0.10967424667944711] User Vector: [1.8035019698738781, -0.14238628147153715] Predicted: 2.9775470757036167 Movie Vector: [2.0974191076340882, 0.053875766556506166] User Vector: [1.8810388255886739, -1.0186635206444468] Predicted: 3.8904454969534004 Movie Vector: [1.66332949786622, -0.23322880635575421] User Vector: [1.8495263973645326, -0.39645351200550255] Predicted: 3.1688361931992572 Movie Vector: [1.1600724960256683, 0.9985404363212527] User Vector: [2.243618201707474, -0.2969452668483268] Predicted: 2.306247911061152 Movie Vector: [2.1135337322395613, -0.24077048488307126] User Vector: [1.9393175259543023, -0.7806644698596135] Predicted: 4.286773971566874 Movie Vector: [1.8642595120777201, -0.14424096636879918] User Vector: [1.999865252644129, -0.10690209734296262] Predicted: 3.7436874819431307 Movie Vector: [1.8494547335371665, -0.3260893286220413] User Vector: [1.9457589038132286, -0.3541301540213513] Predicted: 3.7140710791491065 Movie Vector: [1.949239991508827, 0.6555395787038527] User Vector: [1.6607185274852903, -0.13327966438613595] Predicted: 3.1497688733725 Movie Vector: [1.4700302978157969, -0.3685255591577279] User Vector: [1.7516765906440588, -0.7121620618108435] Predicted: 2.837467582261207 Movie Vector: [1.4646914915629998, -0.12873608440152506] User Vector: [1.9239990045883575, 0.14034935108749005] Predicted: 2.79999694588895 Movie Vector: [1.6946211562194666, -0.2882681715014256] User Vector: [1.883762164880066, -0.7069175161033243] Predicted: 3.396045037660978 Movie Vector: [1.5244897428520434, -1.267927544894835] User Vector: [1.7796249146549588, -0.2612455851809615] Predicted: 3.044260401948539 Movie Vector: [1.8885573867805527, -0.2310115703746356] User Vector: [1.692474547186811, 0.7531710617731301] Predicted: 3.022344078286781 Movie Vector: [1.3519320497491376, -1.1569353033952408] User Vector: [1.6776172701905594, -0.16058219885297179] Predicted: 2.4538077697331135 Movie Vector: [1.9644330171317936, 0.5514013981787524] User Vector: [2.121814232689131, -0.269120278563248] Predicted: 4.019768637036662 Movie Vector: [1.628408546714688, -1.1314143050002972] User Vector: [1.5314368530277813, -0.04855684516921063] Predicted: 2.5487427694544142 Movie Vector: [0.682706126001048, -1.5820658725645895] User Vector: [1.5601386067185132, -0.36901793283346335] Predicted: 1.648926862117623 Movie Vector: [1.7116374018280514, -0.3912929695778841] User Vector: [2.0175293734486193, -0.19335212293837184] Predicted: 3.5289360612401146 Movie Vector: [1.1388581610067874, -0.9410370778297326] User Vector: [2.124912614095915, -0.18830714359189088] Predicted: 2.597178076129576 Movie Vector: [1.7193626030403963, -0.24523973053965895] User Vector: [1.9880647734822188, 0.1347184204245642] Predicted: 3.385165914823655 Movie Vector: [1.9967522024203712, -0.24975501559251556] User Vector: [1.6025995288017452, -0.10188833276806027] Predicted: 3.225441260871916 Movie Vector: [2.0667356647351958, -1.0352990518880367] User Vector: [1.9734651293531786, -0.28027227543894156] Predicted: 4.36879638697791 Movie Vector: [1.6672213795305908, 0.07562861536864385] User Vector: [1.576461815944669, 0.24317259936799673] Predicted: 2.6467016505423673 Movie Vector: [2.137338581871711, -0.3982058083470216] User Vector: [2.046676119268647, -1.1281766512903806] Predicted: 4.823686329693669 Movie Vector: [1.863108460326288, -0.5850527683311579] User Vector: [1.8657645038746264, -0.5746196503553423] Predicted: 3.812304449323171 Movie Vector: [1.8890832753584554, -0.38125360311501955] User Vector: [1.8637025651480545, -0.7710062816767863] Predicted: 3.8146382689774305 Movie Vector: [1.1070798723322821, -1.267617455233219] User Vector: [1.9587280175258561, -0.26856151371833387] Predicted: 2.5089016261694046 Movie Vector: [1.8627931287297823, -0.014343593323502574] User Vector: [1.9739472646657974, -0.28118830350668583] Predicted: 3.681088651767222 Movie Vector: [1.9012435708486977, 0.10916487363935028] User Vector: [1.5876769079587725, -0.18723604903527682] Predicted: 2.9981209142078886 Movie Vector: [2.256315699193388, 0.24024602090807481] User Vector: [1.5780991488582605, -0.189521481334209] Predicted: 3.5151581026854686 Movie Vector: [2.0270891757354392, 0.26969089853246647] User Vector: [1.7957617341574448, -0.5410919516788699] Predicted: 3.4942415988734976 Movie Vector: [1.992047133330084, -0.29668563067798603] User Vector: [1.9048763109632578, -0.6059674458639311] Predicted: 3.9743852284492123 Movie Vector: [1.843323215880226, 0.14428023869990694] User Vector: [1.8811936456855374, -0.40730841427632847] Predicted: 3.408881365422242 Movie Vector: [2.15049181873864, -0.40545618596293076] User Vector: [1.7115267166023465, -0.5071785531461304] Predicted: 3.886262883366781 Movie Vector: [1.8237345307312378, 0.08903710548472374] User Vector: [1.6175769392800163, -0.10840676797658216] Predicted: 2.9403786954439237 Movie Vector: [2.008202406203203, -0.13732072859812322] User Vector: [2.2064915281527155, -0.4990122578347166] Predicted: 4.499606322928523 Movie Vector: [2.2572687691361537, 0.04184293883189704] User Vector: [1.3859983106532314, -0.08564230611464917] Predicted: 3.12498717493683 Movie Vector: [1.8961278370469743, -1.0310252119130754] User Vector: [2.20662184246275, -0.5721952819017556] Predicted: 4.7739848631079225 Movie Vector: [1.7589080555336871, -0.6867242201288272] User Vector: [2.162921197788473, 0.08220709717936861] Predicted: 3.74792591357516 Movie Vector: [1.9196783565767719, -0.42123188535022466] User Vector: [1.5722343022594687, -0.2615375128906276] Predicted: 3.1283521011598125 Movie Vector: [2.3138922734996754, -0.24242354631052654] User Vector: [2.2007214606904797, -0.30581033436910915] Predicted: 5.166368009772787 Movie Vector: [1.4110789081760338, 1.1694218926617406] User Vector: [1.9650341229419068, -0.35752869260179665] Predicted: 2.3547163243462452 Movie Vector: [1.9530450420857541, -0.5305395021880175] User Vector: [2.1705330742495623, -0.37228105786895505] Predicted: 4.4366586664620815 Movie Vector: [1.546506826482935, -0.765205309290424] User Vector: [2.0329633327463434, 0.19255271220367173] Predicted: 2.996649314385198 Movie Vector: [1.8951615751495914, -0.13164192142149947] User Vector: [1.722539920348042, 0.08974693437547335] Predicted: 3.2526770098219706 Movie Vector: [1.8855570534245123, -0.005928352616936333] User Vector: [1.7436158780156947, -0.2236205075188979] Predicted: 3.2890129184764176 Movie Vector: [1.4601886965743964, -0.5743007679709776] User Vector: [1.8776772745641996, -0.30463133609833026] Predicted: 2.9167131424025596 Movie Vector: [1.9946562272816735, -0.2256760091531563] User Vector: [2.0652512462510626, 0.3266046474100815] Predicted: 4.045759425837538 Movie Vector: [2.135296872639524, 0.01149170027569035] User Vector: [1.6186442113544892, -0.5045956242048634] Predicted: 3.4504872607475225 Movie Vector: [1.4212729113012454, -0.451244409620215] User Vector: [1.5853931751803396, -0.4045725285852033] Predicted: 2.4358374654556747 Movie Vector: [2.3128670650972665, -0.13708401087349253] User Vector: [1.949232853327107, -0.5277848566288271] Predicted: 4.5806673336908075 Movie Vector: [2.139138822285315, -0.2576515099037403] User Vector: [1.7514792126761092, 0.11727436827674828] Predicted: 3.716441262201671 Movie Vector: [2.098282022517557, -0.38957274121976204] User Vector: [1.8842082371083588, -0.6265414855624434] Predicted: 4.197683754622431 Movie Vector: [2.0406349102034187, 0.13878205433716218] User Vector: [1.8552366407060872, -0.062480572554426336] Predicted: 3.777189473498093 Movie Vector: [1.8550148217065403, -0.4104752569899526] User Vector: [1.9456827700067436, -0.2663551350995348] Predicted: 3.718602569232122 Movie Vector: [1.8825373346530974, -0.36321661529883237] User Vector: [1.7225149117184744, -0.9105985307979187] Predicted: 3.573443147059222 Movie Vector: [1.655534329573773, -0.4794101753565357] User Vector: [1.6316315765035578, -0.22247869114617638] Predicted: 2.807880636453697 Movie Vector: [1.7853085679575436, -0.3701808857783698] User Vector: [1.6268808078929315, -0.17573678529176856] Predicted: 2.969538644220091 Movie Vector: [1.99316988552474, -0.2763546526589914] User Vector: [1.6768698756767282, 0.018769627823930667] Predicted: 3.3370994641646483 Movie Vector: [1.612216973733455, -0.7074699785541017] User Vector: [1.476320601505703, -1.3272550062198265] Predicted: 3.3191422032060434 Movie Vector: [2.0263848624964944, 0.07119557764585516] User Vector: [1.73335724517994, -0.1791986736391818] Predicted: 3.499690729848142 Movie Vector: [1.8442252940206458, -1.1644298650582001] User Vector: [2.1154269094154707, 0.1684381649141974] Predicted: 3.705189384354243 Movie Vector: [1.700022984436008, 0.035191234301907105] User Vector: [2.1075115540927234, -0.5175024996857985] Predicted: 3.564606530203815 Movie Vector: [1.335151466317242, -0.7999149804309736] User Vector: [1.6602578486653725, -0.33874973246368073] Predicted: 2.4876666867249644 Movie Vector: [2.1679469326945813, -0.27940514920275217] User Vector: [2.152398011046357, 0.07067021014719284] Predicted: 4.646539045375501 Movie Vector: [2.0137213903339877, -0.04547212032155398] User Vector: [2.0743738421433333, -0.2047972467972069] Predicted: 4.186523542521214 Movie Vector: [1.9905690262444253, 0.2529072954455541] User Vector: [1.7329801902892177, 0.16948301469374963] Predicted: 3.492480180755042 Movie Vector: [1.785271147520537, -0.14204809851467484] User Vector: [2.2067679714327673, -0.3446664205121979] Predicted: 3.9886383983269607 Movie Vector: [2.3108241607531133, 0.0833944776605709] User Vector: [1.9498117397990606, -0.4567034725195661] Predicted: 4.467585529711195 Movie Vector: [1.599223237584389, 0.12030126157187265] User Vector: [2.264460883650355, -0.7259572479896275] Predicted: 3.5340448929541295 Movie Vector: [2.1354423948288175, -0.006254237711777461] User Vector: [2.092801992791302, -0.6669614602179111] Predicted: 4.473229434905577 Movie Vector: [1.6890331680918484, 0.1425086024529123] User Vector: [2.1721509910355983, -0.8293574092925609] Predicted: 3.550644504630454 Movie Vector: [1.9849845527963936, -0.495322521193933] User Vector: [1.5861915491215248, -0.09983601239705592] Predicted: 3.1980167481488673
avg loss: 1.0274490894379267: 87%|███████████████████████████████████████▎ | 61148/70000 [01:38<00:11, 775.61it/s]
Movie Vector: [1.1691918283623726, -2.0185201095372034] User Vector: [1.873723578253297, 0.0161608473207856] Predicted: 2.1581213009994933 Movie Vector: [1.645756133534014, -0.1945553092171967] User Vector: [2.1352446721484237, 0.15592537981158197] Predicted: 3.483755905300042 Movie Vector: [1.8585630812868534, -0.35284411012602246] User Vector: [1.7890751005263916, -0.3912985692377496] Predicted: 3.4631763269441973 Movie Vector: [1.9307436943072043, -0.011723585210689298] User Vector: [1.6288402197088778, -0.07339845429817407] Predicted: 3.1457334762701747 Movie Vector: [1.5170526608622399, -0.5950902583389345] User Vector: [1.7603855008786808, -0.7143453202230253] Predicted: 3.095697449406039 Movie Vector: [1.6783405530348623, -1.193026405160222] User Vector: [2.056563462655731, -0.5600308449483093] Predicted: 4.119745444992434 Movie Vector: [2.0815126851423433, -0.1367405634025649] User Vector: [2.011266361856167, -0.05742091755134186] Predicted: 4.194328214020764 Movie Vector: [1.4330834055698813, 0.26530216168723514] User Vector: [1.9364718155349847, -0.7675555775329584] Predicted: 2.571491470262379 Movie Vector: [0.7492587138845656, -0.6131468829460103] User Vector: [1.5784866668960926, -0.043101866161289915] Predicted: 1.2091226648084519 Movie Vector: [2.040207106527742, -1.0315314558650177] User Vector: [1.8801118185274845, -0.3294371014348572] Predicted: 4.17564222608562 Movie Vector: [1.89441924485031, -0.4340377213599734] User Vector: [1.7353049856219793, -0.3046327918725916] Predicted: 3.419617283282875 Movie Vector: [1.832761308284337, -0.3039265216878717] User Vector: [1.0038028790649733, -0.28268129717318924] Predicted: 1.9256454212907677 Movie Vector: [2.312296796595078, -0.12469523827375407] User Vector: [1.706268042123639, -0.5723335565579204] Predicted: 4.016765397142101 Movie Vector: [2.195808845016121, -0.7227533689847605] User Vector: [1.7796023674874024, 0.008173811183784054] Predicted: 3.9017589695699426 Movie Vector: [2.102628299415787, -0.030230837959275066] User Vector: [1.8958722480425374, -0.8766443138100859] Predicted: 4.012816333009978 Movie Vector: [2.0993432076927854, 0.005250322513155712] User Vector: [2.0612952988694273, -0.05753367282118595] Predicted: 4.327064214392925 Movie Vector: [1.667267555935825, -0.5334993292117264] User Vector: [2.102348380892502, -0.2955039120955929] Predicted: 3.6628283856187207 Movie Vector: [1.4230550602305934, -0.1675380236368035] User Vector: [1.8669849161047678, 0.027794631211693593] Predicted: 2.6521656746561586 Movie Vector: [1.85523783050601, -0.3468969974625189] User Vector: [1.9362035609867811, 0.260302298438555] Predicted: 3.5018200081421993 Movie Vector: [1.703023468915372, 0.11050124994214364] User Vector: [1.195671494381027, -0.114252586424805] Predicted: 2.0236315624349395 Movie Vector: [1.355722009074542, 0.2963129063259375] User Vector: [1.773588744012314, 0.11461135544528024] Predicted: 2.438454119134314 Movie Vector: [1.8298131751566586, -0.004371629844633121] User Vector: [1.8167157615719158, -0.120367860218902] Predicted: 3.324776639769122 Movie Vector: [1.9629041081975431, 0.5515953173220706] User Vector: [1.3757146850373054, -0.08583293344423473] Predicted: 2.6530509628075594 Movie Vector: [2.194900272306912, -0.27231904862328793] User Vector: [2.2513381078297328, -0.29859639926690623] Predicted: 5.022776113301113 Movie Vector: [2.1708471760156933, -0.06177499412674165] User Vector: [1.9041726778680843, -0.2011347553151701] Predicted: 4.146092978724449 Movie Vector: [2.0195743556695676, -0.6521795393134459] User Vector: [1.8334621660181398, 0.016673909283166546] Predicted: 3.6919387901057648 Movie Vector: [1.7627294400162037, -0.45341966350285023] User Vector: [1.8970942487128533, -0.2556035305670581] Predicted: 3.4599595495114244 Movie Vector: [1.9548050347505987, -0.1787184786418746] User Vector: [1.6432248708564985, -0.22583588113578787] Predicted: 3.252545295877021 Movie Vector: [1.9283180001448903, -0.2590323593593101] User Vector: [1.8601599204586905, -0.6612630088868016] Predicted: 3.7582683751175647 Movie Vector: [2.048447376418521, -0.1464223875881535] User Vector: [1.6851912005045246, -0.35368778417665014] Predicted: 3.50381330325698 Movie Vector: [1.8312068004272601, 0.1509439041061765] User Vector: [1.819293578615514, -0.5173186077302917] Predicted: 3.253416682816794 Movie Vector: [1.7639165310401295, -0.24222059611109578] User Vector: [2.2128969927367272, -0.2759885780024776] Predicted: 3.970215704860916 Movie Vector: [1.8337433022780567, -0.3583596780484829] User Vector: [1.9660192307319264, -0.4287651192741471] Predicted: 3.75882672660603 Movie Vector: [2.3176248851728043, -0.5627769813341391] User Vector: [2.206599037991664, 0.04551473149831998] Predicted: 5.088454198848992 Movie Vector: [1.8829434357545936, -0.14523970897158844] User Vector: [1.6640415598880718, -0.4196436053857062] Predicted: 3.1942450471320876 Movie Vector: [2.1100895801564263, -0.32727114322729994] User Vector: [2.072393596608101, -0.06143654165917607] Predicted: 4.393042541410385 Movie Vector: [1.9884443253595798, -0.09823445675530339] User Vector: [1.5964216976182242, 0.20202147958919137] Predicted: 3.1545501952095183 Movie Vector: [2.198036274261001, -0.1791421338607923] User Vector: [1.701093418575167, 0.12293993125494987] Predicted: 3.717041318313159 Movie Vector: [2.056449751424684, -0.27155701547677413] User Vector: [1.9152992952994279, -0.41885316501661823] Predicted: 4.052459275137294 Movie Vector: [1.9336581706328666, 0.1504438193327783] User Vector: [1.8965065579195965, -0.5070895371678118] Predicted: 3.590906914664825 Movie Vector: [1.8312413673515426, -0.4024438556324261] User Vector: [2.0263914969224133, -0.25046054169254056] Predicted: 3.8116082416962715 Movie Vector: [2.339337340350905, -0.2912140708632756] User Vector: [1.5628144419860532, -0.39740393552386083] Predicted: 3.7716797980186274 Movie Vector: [2.157241613994739, -0.25643939534000276] User Vector: [1.905471422009063, -0.17034818580228558] Predicted: 4.154246231600086 Movie Vector: [1.0736773265506436, -0.7536379357971811] User Vector: [1.740574610324056, -0.027372316110975552] Predicted: 1.8894443100865244 Movie Vector: [1.890296323314712, -0.43717318555938794] User Vector: [1.775728533532073, 0.15306472932919923] Predicted: 3.2897373228230715 Movie Vector: [1.5188241102178472, -0.5070281864430862] User Vector: [1.9210678234025322, -0.7132634972858791] Predicted: 3.2794088250324003 Movie Vector: [1.9192271818872968, -0.09507949982066452] User Vector: [2.003232451547823, -0.09830358956076565] Predicted: 3.8540048287753224 Movie Vector: [2.1374641312317864, -0.05227567698368895] User Vector: [1.600639675630988, -0.4554123119314014] Predicted: 3.4451168806006387 Movie Vector: [1.9996181724612931, -0.04407974825600351] User Vector: [2.03132282609545, -0.4475974977137777] Predicted: 4.081600022215134 Movie Vector: [2.0121799708344827, -0.06546696100709265] User Vector: [1.6423315776701242, -0.33995035000058393] Predicted: 3.326922222364656 Movie Vector: [2.2432463142347867, 0.3418513420860756] User Vector: [1.485285768652779, -0.4645228261794154] Predicted: 3.1730640745566787 Movie Vector: [1.563116086445392, -0.5899583878318844] User Vector: [1.9432640873493843, 0.09762340456015851] Predicted: 2.979953608778475 Movie Vector: [1.845156353763455, -0.4041637380143177] User Vector: [1.5835820801315494, -0.5047843209187507] Predicted: 3.125972054894218 Movie Vector: [2.040398198752942, -0.2607313820776141] User Vector: [1.992691054113778, -0.38482727216789986] Predicted: 4.166219784018348 Movie Vector: [2.0195476412228968, -0.5144674533758182] User Vector: [1.8984410525401065, -0.5029879558543805] Predicted: 4.092763082385197 Movie Vector: [2.0788352154479544, -0.8253544266129275] User Vector: [2.157685787104559, 0.04610881306186182] Predicted: 4.44741708513802 Movie Vector: [1.6494176972542027, 0.2197001818054123] User Vector: [1.5006947219814624, -0.4354385316130083] Predicted: 2.37960650805174 Movie Vector: [1.9427366623821398, -0.27819968314852656] User Vector: [1.634737020397055, -0.616527032086586] Predicted: 3.347381167857688 Movie Vector: [1.5462042394878908, -0.583286345390851] User Vector: [1.7985626948172766, -0.4499822113524708] Predicted: 3.043413743261915 Movie Vector: [1.7812705051827253, -0.450543764300306] User Vector: [1.688163626137113, -0.3921893877736355] Predicted: 3.183774558246523 Movie Vector: [2.1930312354319623, -0.2720711570786922] User Vector: [2.3181804862729107, -0.40092182923130293] Predicted: 5.192921481742415 Movie Vector: [1.8182064103025257, -0.11104398252453233] User Vector: [1.7703109525268472, -0.17790033165616992] Predicted: 3.23854548343262 Movie Vector: [2.146528529385323, -0.2554816509695119] User Vector: [1.8286122608821938, 0.736518463738185] Predicted: 3.737001434082066 Movie Vector: [1.6856588397417769, -0.2324604360087142] User Vector: [1.9014321773763148, 0.0733183861124705] Predicted: 3.1881223339606795 Movie Vector: [1.6786998179302035, -0.24020364953986184] User Vector: [1.560715703567892, -0.23278959497065047] Predicted: 2.6758900777070864 Movie Vector: [0.8277840676815248, -1.3010287357615458] User Vector: [1.6448252519001485, -0.6750627078509069] Predicted: 2.239836118998225 Movie Vector: [2.225078521217622, -0.1562951490798336] User Vector: [1.8926127232886605, -0.2008057979688681] Predicted: 4.242596891702428 Movie Vector: [1.0421613294059466, -0.425223207583182] User Vector: [1.9002802718013976, -0.5248834290805587] Predicted: 2.203591229625333 Movie Vector: [0.7285452361563255, -1.367021507557363] User Vector: [1.365573312362073, -0.7228588309194315] Predicted: 1.9830455001382363 Movie Vector: [1.7360905948622216, -0.3038303656605815] User Vector: [1.3574501808229757, 0.0508961039013422] Predicted: 2.3411927100617467 Movie Vector: [2.0094618492245395, -1.0419340789110725] User Vector: [1.5496246170104835, -0.5802969338635217] Predicted: 3.718542699781763 Movie Vector: [2.0806806935649744, -0.13824244644992478] User Vector: [1.756551019095861, -0.33277368580929023] Predicted: 3.7008252411350737 Movie Vector: [2.1512822613674234, -0.07414432133570814] User Vector: [1.969136558810549, -0.8614740382031004] Predicted: 4.300041957090125 Movie Vector: [1.2369289556218737, -1.0747380219945728] User Vector: [1.9104272254124806, -0.4581248056789501] Predicted: 2.855426900203096 Movie Vector: [2.05342387002122, -0.516884090560508] User Vector: [1.5972216915915702, -0.5150962640052497] Predicted: 3.5460182112012704 Movie Vector: [1.0299931320267512, -0.7640104711000074] User Vector: [1.8798242259976292, -0.05172215583804585] Predicted: 1.975722310843195 Movie Vector: [2.031352563410312, -0.4982409564138418] User Vector: [1.8330240888264204, -0.6916887797693007] Predicted: 4.06814586080338 Movie Vector: [1.869255110535294, 0.21195886616567727] User Vector: [2.1104134867680924, -0.5983094294515504] Predicted: 3.818084207201082 Movie Vector: [2.0915713761061503, -0.18683647158340003] User Vector: [1.9829591009403311, 0.3254272767482793] Predicted: 4.08669881137134 Movie Vector: [1.6834349620612863, 0.4512880896302798] User Vector: [1.6599024509191327, -0.4756770975002075] Predicted: 2.5796704108767416 Movie Vector: [1.9000597464368665, -0.1663716946705069] User Vector: [1.4819427021685818, -0.46179896911854035] Predicted: 2.8926099520057447 Movie Vector: [2.3799518582141994, -0.532843655646096] User Vector: [1.9414156369841964, -0.36043239446192665] Predicted: 4.8125298674850105 Movie Vector: [1.8164218819037419, -0.49966656969505263] User Vector: [1.8788537090562014, -0.5799890739168443] Predicted: 3.702592141050331 Movie Vector: [1.7297503471634363, -0.5848797581808693] User Vector: [2.1246397881862222, 0.05609685147159148] Predicted: 3.642286498288955 Movie Vector: [1.7832127470872965, -0.48196556607106816] User Vector: [1.5407296178407657, -0.7295307127289234] Predicted: 3.0990573772752175 Movie Vector: [2.010560359501664, -0.1767188138563333] User Vector: [1.8874306607922844, 0.11869631053585127] Predicted: 3.7738173966899797 Movie Vector: [2.2417857827143166, -0.3186659481846912] User Vector: [1.5655428236520579, -0.3413197411105028] Predicted: 3.618378623228742 Movie Vector: [1.316571949221828, -0.17297544361102735] User Vector: [1.9066194498823998, -0.7730820508061307] Predicted: 2.6439258962418335 Movie Vector: [2.0583077210736294, 0.12139259459537129] User Vector: [1.93564358445846, -0.8009931597123785] Predicted: 3.886915497226854 Movie Vector: [2.021829069184595, 0.20381416231736238] User Vector: [1.6402501082619607, -0.4170632576137821] Predicted: 3.231301951133308 Movie Vector: [2.265980006334014, -0.4083558298068882] User Vector: [2.106239509534599, -0.513965684663255] Predicted: 4.98257750080909 Movie Vector: [2.360679024872485, 0.08638054245494806] User Vector: [2.025375320153561, -0.4474663904012517] Predicted: 4.742608646247688 Movie Vector: [1.7986866877425958, -0.13515864718967638] User Vector: [2.127521981648963, -0.21933446794077102] Predicted: 3.8563904162406786 Movie Vector: [1.953527871738068, -0.33821311881403354] User Vector: [1.8320443727220823, 0.3428103545957366] Predicted: 3.4630067851839046 Movie Vector: [1.0458603961367774, -0.43604994874361774] User Vector: [1.8953558789610927, -0.41527405572873594] Predicted: 2.1633578811054877 Movie Vector: [1.269202714065191, 0.31016546036067794] User Vector: [2.1998156784807392, -0.8270232597805312] Predicted: 2.5354979794720967 Movie Vector: [1.2135377894265835, -1.2822139173792295] User Vector: [1.8718593964944084, -0.4246141404336736] Predicted: 2.816018274519278 Movie Vector: [1.4759053578971493, -0.6430228194614757] User Vector: [1.705765728236122, -0.0029391895137728594] Predicted: 2.519438743549103 Movie Vector: [1.6726206069784577, -0.23296318451341466] User Vector: [2.146441663161198, 0.30424651709282274] Predicted: 3.5193043199814746 Movie Vector: [1.9893872139730708, -0.3315031537006416] User Vector: [2.0162021681054916, -0.24055472186892649] Predicted: 4.090751462950979 Movie Vector: [1.4481243174953278, -0.29921138601051217] User Vector: [1.4711349547409338, -0.46667928786473184] Predicted: 2.2700220588221396 Movie Vector: [2.06029902430607, -0.1832495763220713] User Vector: [1.615774980762989, -0.6702134487317984] Predicted: 3.451795946889602 Movie Vector: [1.6319913801680952, -0.23872215805617653] User Vector: [1.6997971907293057, -0.690578503111602] Predicted: 2.938910753874176 Movie Vector: [1.544624789945053, -0.8295536475917437] User Vector: [1.9330814251637491, 1.2864663732867212] Predicted: 1.9186926178261183 Movie Vector: [1.7817695498606758, -0.15082463947420727] User Vector: [1.7885528045892116, -0.3781988294601554] Predicted: 3.2438306276378643 Movie Vector: [2.0322093377766137, -0.21781062598360168] User Vector: [2.0064669797552406, -0.6161463649280616] Predicted: 4.211764157641541 Movie Vector: [2.2021813974349316, -0.7227240995023291] User Vector: [1.7303407927530277, -0.29471323116549364] Predicted: 4.023520659629033 Movie Vector: [2.0611157220687533, -0.5385140743911405] User Vector: [2.042371652090668, 0.23006323682676744] Predicted: 4.085672031400414 Movie Vector: [1.6012866206586567, -0.4380843821018066] User Vector: [1.786532130752412, -0.4147177420885018] Predicted: 3.042431364140137 Movie Vector: [1.897815702108189, 0.3370381908436671] User Vector: [1.1942045602879634, -0.11434776893627649] Predicted: 2.22784060087441 Movie Vector: [1.475505871467463, 0.1693352820900394] User Vector: [1.7874653076712306, 0.005585714081941016] Predicted: 2.6383614149830357 Movie Vector: [2.3670666313800517, -0.32787059654733036] User Vector: [1.867705481749493, -0.5937503824190912] Predicted: 4.615656615178782 Movie Vector: [1.5437274731174442, -0.046126566056323426] User Vector: [1.7926065334019345, -0.6095344643754173] Predicted: 2.795411685837008 Movie Vector: [2.3932181071475847, -0.5353065934001237] User Vector: [1.631249037614127, -0.45332324348259556] Predicted: 4.146601655262963 Movie Vector: [2.3370029336887055, -0.16655483456002657] User Vector: [1.6442171922813946, -0.11431542374731354] Predicted: 3.8615801884729186 Movie Vector: [1.1928129468318196, -1.818090493142683] User Vector: [1.9429050941281976, -0.30570695854179225] Predicted: 2.873325265754006 Movie Vector: [1.5810661396174543, -0.40049778233605615] User Vector: [2.097790717646014, -0.0564651745762069] Predicted: 3.3393600488709017 Movie Vector: [2.0269515393301103, -0.41511054833235284] User Vector: [1.9291812168527096, -0.1295553728294569] Predicted: 3.9641366390009734 Movie Vector: [2.0408784807326934, -0.0499452016938766] User Vector: [1.8789918705398378, -0.23820531232733405] Predicted: 3.8466912864251674 Movie Vector: [1.4657511311763767, 0.8686243754404073] User Vector: [1.724976608270328, -0.3280901383021538] Predicted: 2.2433993233541574 Movie Vector: [2.2136131562455676, -0.19048862262053887] User Vector: [1.982060872166918, -0.15102091744142745] Predicted: 4.416283789658562 Movie Vector: [1.9290251242707186, -0.05496826497451343] User Vector: [2.23668144724615, 0.09249492770334133] Predicted: 4.309530421033219
avg loss: 1.0275572335102459: 88%|███████████████████████████████████████▍ | 61302/70000 [01:38<00:13, 661.70it/s]
Movie Vector: [1.4937690002384079, -0.2576936859317796] User Vector: [1.8891284132920607, -0.4126776421960937] Predicted: 2.928265883964399 Movie Vector: [1.9598774259097533, -0.18501191785539764] User Vector: [1.4284305983404904, -0.18438297314579652] Predicted: 2.8336619316478733 Movie Vector: [2.2338768560594873, 0.344781638250771] User Vector: [2.1127890584424494, -0.05740489023614575] Predicted: 4.699918427291079 Movie Vector: [1.779364715963442, -0.34650036320420996] User Vector: [1.6184605647400934, -0.4504627629319331] Predicted: 3.035917134042675 Movie Vector: [2.1049305878122295, 0.049807976599474536] User Vector: [2.2106364941437286, -0.38317504544640785] Predicted: 4.6341512013600274 Movie Vector: [1.8272498433567699, 0.0888015162704445] User Vector: [1.741616467658897, -0.23484340603578313] Predicted: 3.161513967175197 Movie Vector: [2.0941759894726624, 0.24056189580942444] User Vector: [2.0389664108925563, -0.25322407519097256] Predicted: 4.209038437439914 Movie Vector: [1.997614315909488, -0.5381838438497023] User Vector: [2.1662130253659018, 0.15226441363718535] Predicted: 4.245311903367747 Movie Vector: [1.6614151858875537, -0.956852399620098] User Vector: [2.043933847876609, 0.04623417726434224] Predicted: 3.3515834503519324 Movie Vector: [1.3648804151576612, -1.1174599845898103] User Vector: [1.9666326686191364, -0.46769008116791944] Predicted: 3.2068433641022165 Movie Vector: [1.430437288920455, -0.47997421552595015] User Vector: [0.9695132674274946, -0.7229317921428572] Predicted: 1.7338165496439346 Movie Vector: [1.9013523150905294, 0.10915204934109801] User Vector: [2.101330674908803, -0.040821580731615195] Predicted: 3.9909141843143985 Movie Vector: [2.1905451438131722, -0.38994817455804615] User Vector: [1.618353807290523, -0.3391702250707908] Predicted: 3.67733588366261 Movie Vector: [2.0857947235327905, 0.26222023412955203] User Vector: [2.049837067540176, -0.02128407402906707] Predicted: 4.269958224702094 Movie Vector: [1.8673234295649597, -0.3565433811076459] User Vector: [2.0725252374310648, -0.5182267320510507] Predicted: 4.054845245445556 Movie Vector: [2.332559923073458, -0.3532440394439232] User Vector: [2.0570535543547215, -0.40234967116339293] Predicted: 4.940328303614324 Movie Vector: [1.9318159503641725, -0.15756454431789363] User Vector: [1.7401675478605003, -0.1347971290621737] Predicted: 3.3829226734790656 Movie Vector: [2.055702110114383, 0.1382746218853803] User Vector: [2.0541832004350926, -0.17800639229516138] Predicted: 4.198174973108143 Movie Vector: [2.143785770874489, -0.4255519889680492] User Vector: [1.8909142961149195, -0.29760707204692316] Predicted: 4.18036244339484 Movie Vector: [1.4448733790896466, 0.06608318075750426] User Vector: [1.7281904368605239, -0.05728597858114246] Predicted: 2.49323071653963 Movie Vector: [1.577912181090446, 0.2813241856594374] User Vector: [1.8578973086192463, -0.12603205112435456] Predicted: 2.8961429303359165 Movie Vector: [1.4479234656061324, -0.5923257829021799] User Vector: [1.9609796162495978, -0.07982218700364517] Predicted: 2.8866291413529996 Movie Vector: [1.5570953775248717, -0.050672013314813406] User Vector: [1.9393818588082978, -0.4506381322849396] Predicted: 3.042637269045299 Movie Vector: [1.4398438816152994, -0.48698837937838074] User Vector: [2.13170060798712, 0.5252502405034865] Predicted: 2.813525314454971 Movie Vector: [2.453496949072499, -0.1532247699936012] User Vector: [1.8364094808421296, -0.40843565661375125] Predicted: 4.568207518035805 Movie Vector: [1.1850681761745887, -0.41650212625870736] User Vector: [1.4142719478502357, -0.44503350326146046] Predicted: 1.8613660782185213 Movie Vector: [2.029473402652047, -0.41527990564313544] User Vector: [1.4634560770220724, -0.46231967699399595] Predicted: 3.162037256104833 Movie Vector: [2.1171659504018185, -0.8011173341711033] User Vector: [1.883753514682524, -0.003364968335081809] Predicted: 3.9909145346977626 Movie Vector: [1.5950433299007156, -0.6920303750365512] User Vector: [1.804032324439691, -0.13194157396158093] Predicted: 2.9688173029343585 Movie Vector: [1.9796057177902664, -0.3056848703508755] User Vector: [1.754501678933108, -0.17693480613017828] Predicted: 3.5273078487610636 Movie Vector: [1.5420173204004908, 0.03648072204648532] User Vector: [1.3740788408096551, -0.4016837223498958] Predicted: 2.1041996598986725 Movie Vector: [1.7092500073802346, -0.6635499904369732] User Vector: [1.6375887416131691, -0.6636890801168486] Predicted: 3.239439451452757 Movie Vector: [2.405230387271748, -0.17129839903810123] User Vector: [1.8380503086179918, -0.564948105890936] Predicted: 4.5177091617009335 Movie Vector: [1.7844037937330557, -0.568959694813521] User Vector: [1.3959563135223003, -0.20785529574490946] Predicted: 2.609211027367201 Movie Vector: [1.702825561950664, 0.47798225602759514] User Vector: [1.5514568581931723, -0.257436866211191] Predicted: 2.518810142298701 Movie Vector: [1.972864214208575, -0.0253145872039705] User Vector: [1.8076346382589397, -0.4334774399019715] Predicted: 3.5771909926382772 Movie Vector: [1.9609713138202973, -0.33268223756682036] User Vector: [1.7771654680807434, -0.25920004825867904] Predicted: 3.571201754850484 Movie Vector: [0.9587943230219826, -0.4021960989864512] User Vector: [1.833156849772812, 0.03177725109415423] Predicted: 1.7448396943444517 Movie Vector: [1.871542986711417, -0.43878969074979174] User Vector: [1.9898087599688452, -0.46970697013780965] Predicted: 3.9301152057864246 Movie Vector: [2.1623062262950814, 1.533694331038831] User Vector: [1.575109710020232, -0.5029285297999945] Predicted: 2.6345308980026427 Movie Vector: [1.9716135179940566, 0.09878342267116864] User Vector: [2.114970023061154, 0.10092850388694546] Predicted: 4.1798735506786056 Movie Vector: [0.9766424392249933, -0.10247765539889721] User Vector: [1.6262204314988236, -0.4314745652937054] Predicted: 1.6324523907520896 Movie Vector: [2.1450697990835224, -0.4545084920192046] User Vector: [1.9020678760678198, -0.3208788080796672] Predicted: 4.22591049994123 Movie Vector: [1.8374749739447234, -0.3111153862025284] User Vector: [1.804118485917577, -0.609878441435745] Predicted: 3.5047651347484714 Movie Vector: [1.6859352401862475, -0.1916212461812562] User Vector: [1.6459339156466857, -1.5857931066377233] Predicted: 3.078809642686052 Movie Vector: [1.7386148771735503, -0.2593436487569318] User Vector: [1.8988758877937093, -0.04714756732366226] Predicted: 3.313641290564008 Movie Vector: [1.5951617660273034, -0.29345856022129535] User Vector: [2.1530043881333274, -0.3017905356205272] Predicted: 3.522953298110906 Movie Vector: [1.6177867230700864, -0.33439222216082853] User Vector: [1.6778216118556801, 0.009235510175584594] Predicted: 2.7112692445697686 Movie Vector: [2.0707985098399324, -0.6408560316398481] User Vector: [1.923187684724951, -0.0038934719067306852] Predicted: 3.9850293466263866 Movie Vector: [1.000599385403633, -1.6556169896497275] User Vector: [1.6849733087044467, -0.6820842996017199] Predicted: 2.8152536119051375 Movie Vector: [1.4822829640397945, -0.652564821688652] User Vector: [0.9592487880031643, -0.17886488856900076] Predicted: 1.5385990708483013 Movie Vector: [1.9823976856137469, -0.6835757890690028] User Vector: [2.0852567009030434, -0.386141848173271] Predicted: 4.397765276338357 Movie Vector: [1.4937040359630736, -0.5934454283889032] User Vector: [1.8071261526031275, 0.04269663662258183] Predicted: 2.6739735038264594 Movie Vector: [1.0703984432982516, -1.2042934970823331] User Vector: [1.2694412166437383, -0.6150951288065245] Predicted: 2.099562965862814 Movie Vector: [1.7686877596906563, -0.30260817076058794] User Vector: [1.9647531976847348, 0.0857402317329492] Predicted: 3.44908923687277 Movie Vector: [1.182188938353765, -1.1177967295824769] User Vector: [1.8610239155958446, -0.11627905893880586] Predicted: 2.330058238829943 Movie Vector: [1.5785662801635891, 0.4122048868709289] User Vector: [2.5603849955591143, -0.46077424598832595] Predicted: 3.851804022285763 Movie Vector: [2.3488048199672034, 0.21543166454178292] User Vector: [2.034437077723819, -0.40123065979090616] Predicted: 4.6920578251737455 Movie Vector: [0.9682202735345176, -0.6975933936924436] User Vector: [1.6438457005996518, 0.4136486970350271] Predicted: 1.3030461355220138 Movie Vector: [1.8652107718840971, -0.3736232537046504] User Vector: [1.6059766425466706, -0.09927470096948886] Predicted: 3.032576269859083 Movie Vector: [1.7095356521912388, -0.11498075686621813] User Vector: [1.9042632806303528, -0.6268346378057835] Predicted: 3.3274798904811087 Movie Vector: [1.709418992696324, -1.1339828808281818] User Vector: [1.3418341086875345, 0.017092678215019277] Predicted: 2.2743739059548784 Movie Vector: [1.3550971788783925, -1.2991859465601483] User Vector: [1.7855947030768837, -0.40526219326858626] Predicted: 2.946165290926376 Movie Vector: [1.5383570323265152, -0.6485833510799268] User Vector: [1.961476259282971, -0.4498045462802202] Predicted: 3.309186537166877 Movie Vector: [2.290949697089445, 0.034516408774741845] User Vector: [2.0744415861055754, 0.17748382552857078] Predicted: 4.758567427591165 Movie Vector: [1.8083066968219308, -0.0029467020530915813] User Vector: [1.6509820963120427, 0.008160928830273029] Predicted: 2.9854579332684374 Movie Vector: [2.250954462250794, 0.042233106553618824] User Vector: [1.91460025726535, -0.4081614097487975] Predicted: 4.292440068208962 Movie Vector: [2.0479208881384543, -0.36235948487049796] User Vector: [1.4403133794502248, -0.1855047045834385] Predicted: 3.0168672444353115 Movie Vector: [1.9947124068918654, -0.9839259772562331] User Vector: [2.0952820354385704, -0.4436708712506944] Predicted: 4.616024367602421 Movie Vector: [1.2234238711712437, -0.5778624886697582] User Vector: [1.728183198413279, -0.7535804733615863] Predicted: 2.549766466445536 Movie Vector: [1.8685397785034912, -0.2438931688272786] User Vector: [1.5250984834550465, -0.5384008110793883] Predicted: 2.981019462384432 Movie Vector: [1.7439761388763437, -0.2011780451856607] User Vector: [2.24384932477553, -0.17267891043014594] Predicted: 3.947958887287446 Movie Vector: [1.6142652704237306, -0.6755657637703474] User Vector: [1.828115168827798, -0.2017942064371082] Predicted: 3.0873880845696453 Movie Vector: [2.3417263501101226, 0.22998864696856675] User Vector: [2.0125655664998185, -0.3216677296667095] Predicted: 4.638897892477434 Movie Vector: [2.0922321393239613, -0.2546382789073055] User Vector: [2.6264507464369715, -0.44352275283985454] Predicted: 5.608082534486211 Movie Vector: [1.9382837573868879, -0.2286413664410809] User Vector: [1.1190041073104722, -0.9215164686396055] Predicted: 2.3796442702368212 Movie Vector: [1.9752593946661932, -0.2961557925046012] User Vector: [1.807545397471937, -0.053656575283953414] Predicted: 3.586261733218384 Movie Vector: [1.5631908124614289, -0.441476314119153] User Vector: [1.6702940454834412, 0.12432727607276459] Predicted: 2.5561007584236686 Movie Vector: [0.5806296494979354, 0.9583720353199392] User Vector: [1.9470582086128398, 0.06960744459632666] Predicted: 1.1972295535701527 Movie Vector: [1.914306543279539, -1.03573910068966] User Vector: [1.9371083284445683, -0.227374855676098] Predicted: 3.94372017672013 Movie Vector: [1.4624524935455712, -0.7729961404501186] User Vector: [2.119502905995998, -0.7138536007681204] Predicted: 3.6514783881911086 Movie Vector: [1.8691764101762511, -0.3877262749990878] User Vector: [1.96630182406949, -0.3690144373525087] Predicted: 3.8184415780527963 Movie Vector: [1.7248249978031698, -0.3267685568845222] User Vector: [2.068625131709567, -0.07258162576343105] Predicted: 3.591733731363585 Movie Vector: [1.7295413443749434, -0.014335089544454026] User Vector: [1.5931985167859697, -1.3216340887901075] Predicted: 2.7744484475859807 Movie Vector: [1.710043754407527, -0.7658669634226377] User Vector: [1.8085694646256372, -0.20399824200797545] Predicted: 3.248968431545441 Movie Vector: [2.2441613587006284, -0.17201725846525928] User Vector: [1.9715307955218915, -0.8777321053563701] Predicted: 4.575418299228882 Movie Vector: [1.6566505904891968, 0.045841388148629224] User Vector: [1.8754036173400583, 0.3116083104272015] Predicted: 3.1211730675806155 Movie Vector: [1.6573723634451587, 0.9886319970283356] User Vector: [1.6481832889476773, -0.2677503261004328] Predicted: 2.466946893396368 Movie Vector: [1.8314957657822515, -0.4622119544569512] User Vector: [1.9506674362654668, -0.2777298628584786] Predicted: 3.7010092126924006 Movie Vector: [1.571491449201269, -0.21429378268835286] User Vector: [2.171344730230149, -0.34087150112183157] Predicted: 3.48529632021097 Movie Vector: [2.163862026481016, -0.15400091770642643] User Vector: [1.6847172800809733, -0.316919043090517] Predicted: 3.6943015711981824 Movie Vector: [2.155396082579857, -0.23907187358343485] User Vector: [2.1699955890939604, -0.4607451145861881] Predicted: 4.787351189737225 Movie Vector: [2.109251568873363, -0.6964596016561673] User Vector: [1.7468487310256755, -0.6728862013057213] Predicted: 4.1531814822216635 Movie Vector: [1.6914558282513585, 0.5531487608754774] User Vector: [2.1541155473564286, -0.2843743349671998] Predicted: 3.486289986291002 Movie Vector: [1.7781025026753956, -0.4968472173529108] User Vector: [1.4568820749145377, -0.4637343584301697] Predicted: 2.82089078908543 Movie Vector: [2.040916238582156, 0.15372479737192898] User Vector: [1.870821002527639, 0.05797359555790771] Predicted: 3.8271009427692686 Movie Vector: [1.7313029979419632, -0.6315310029300696] User Vector: [1.822973256631405, -0.19964232972648274] Predicted: 3.2821993850934366 Movie Vector: [2.3932319083724396, -0.33618863350344586] User Vector: [1.9441392073902344, -0.4424951096682055] Predicted: 4.801537811695524 Movie Vector: [1.8336682811667036, -0.31216610074381373] User Vector: [2.0620670389245443, -0.28261451780303054] Predicted: 3.8693695949514484 Movie Vector: [2.086365508644042, -0.1480173222683337] User Vector: [1.4177510196295358, -0.4464865193462961] Predicted: 3.0240345662225323 Movie Vector: [1.8040514290719427, -0.40349859998318277] User Vector: [1.929577257714497, -0.532960285611282] Predicted: 3.696105338375348 Movie Vector: [0.4251484690623718, -1.186353040365909] User Vector: [1.952078916716131, -0.7921913219057963] Predicted: 1.7697419462252264 Movie Vector: [2.0706624576371273, -0.46675608510490435] User Vector: [1.8930341838380833, -0.4133514360746972] Predicted: 4.112769113571975 Movie Vector: [2.013026025694421, -0.19972670188295963] User Vector: [2.1236168290277786, -0.8664480025553026] Predicted: 4.4479487473390265 Movie Vector: [1.9387237702072149, -0.3743967536649962] User Vector: [2.2313074643645088, 0.2639729394244729] Predicted: 4.227058208228332 Movie Vector: [1.278369344157087, -1.0968865595349975] User Vector: [1.7974623682182527, -0.23212938164268268] Predicted: 2.552440387603241 Movie Vector: [2.310510466642151, -0.5629237279082172] User Vector: [1.6312010027605963, -0.5236494738942986] Predicted: 4.063681704037285 Movie Vector: [2.0167218133382785, -0.2130547132371189] User Vector: [1.7620536692840643, -0.18300634901818325] Predicted: 3.592562436328566 Movie Vector: [1.4336449599809127, -0.2946181865682788] User Vector: [1.834126084538475, -0.5954302576637919] Predicted: 2.8049101998088997 Movie Vector: [1.514316149866004, -0.04011942561626608] User Vector: [1.7119726029880165, -0.3357964915338282] Predicted: 2.6059397231971886 Movie Vector: [1.8914032341984084, -0.3684147775147123] User Vector: [1.8955556519091041, -0.20405197507986342] Predicted: 3.6604358536244375 Movie Vector: [2.2028104776963553, -0.1536077079146611] User Vector: [1.9767820376515808, 0.22035098929701816] Predicted: 4.32062857425821 Movie Vector: [1.8378850493793255, -0.40184592923649204] User Vector: [2.1203987274369003, -0.26951760011526965] Predicted: 4.005353670343136 Movie Vector: [1.9911488534162889, 0.21472168851941978] User Vector: [1.85403354876249, -0.1440843722604922] Predicted: 3.6607187351127313 Movie Vector: [2.3649719883091542, -0.36242356991588387] User Vector: [1.860766179257468, -0.19334385653482764] Predicted: 4.470732261443619 Movie Vector: [2.2359135369135155, 0.1437046507446807] User Vector: [1.6948475811842576, 0.00571628750115144] Predicted: 3.7903541068739193 Movie Vector: [2.2064986027449223, -0.31097263507328293] User Vector: [1.974417987073206, -0.2466843761018215] Predicted: 4.433262620179263 Movie Vector: [1.6016269050749699, -0.8989414908614533] User Vector: [0.9035469373757503, -0.12634712008140328] Predicted: 1.5607237533911182 Movie Vector: [2.0003271271088345, -0.39579846733890833] User Vector: [2.050492587122365, -0.42157771057598914] Predicted: 4.268515757666664 Movie Vector: [1.9625014261985014, 0.15183930305898555] User Vector: [2.2222336922117196, -0.4296071608014519] Predicted: 4.295905538426619 Movie Vector: [2.3890380935126134, -0.3455011959823608] User Vector: [1.903291174454994, -0.4341048947023276] Predicted: 4.697018879120793 Movie Vector: [2.176309265068809, -0.46093884634633997] User Vector: [2.154351280808393, -0.5206913993130751] Predicted: 4.928541545537991 Movie Vector: [1.6073970979238013, -0.4490000931397033] User Vector: [2.1094909129879347, -0.06625021761973736] Predicted: 3.4205359255152237 Movie Vector: [1.9845150462274779, 0.1519770193054351] User Vector: [2.119076373104991, -0.06867695731585596] Predicted: 4.194901627264177
avg loss: 1.0273619734852877: 88%|███████████████████████████████████████▌ | 61454/70000 [01:38<00:12, 704.56it/s]
Movie Vector: [1.1210965918677227, -0.5816160806255217] User Vector: [2.12069813375156, -0.7590362622403132] Predicted: 2.818975146025971 Movie Vector: [1.747904564793196, -0.6799734511495144] User Vector: [1.8856395590991626, -0.34794310589892075] Predicted: 3.5325100674258256 Movie Vector: [1.8028135868937505, -0.10949714218801555] User Vector: [2.0588514697619966, -0.8428957748744672] Predicted: 3.8040200815942025 Movie Vector: [1.114887950908668, -0.6135033753619853] User Vector: [1.9063907673127254, -0.2003356628482504] Predicted: 2.24831870156327 Movie Vector: [2.3105130454792318, -0.16810131420713095] User Vector: [1.766678281053537, -0.2821755898788904] Predicted: 4.129367303034837 Movie Vector: [1.0162411921728698, -1.5202076203966157] User Vector: [1.6000859066370638, -0.06077734497223174] Predicted: 1.7184673923141176 Movie Vector: [2.2950549213104567, 0.12536570548666798] User Vector: [2.1750388188910588, -0.7326840056742858] Predicted: 4.899980098067053 Movie Vector: [1.8681264193639209, -0.661662889883107] User Vector: [2.0532264287475583, -0.6972129402775791] Predicted: 4.297006465407508 Movie Vector: [1.6434448944339963, -0.8764259517419454] User Vector: [1.7034311508662392, -0.6911100664621936] Predicted: 3.4052020256685145 Movie Vector: [2.1121161128062766, 0.09493876254171117] User Vector: [1.8856799760139737, 0.27100255527636136] Predicted: 4.008503708178846 Movie Vector: [2.155938385815601, -0.32863034066137503] User Vector: [1.6831661112472982, -0.9030065761205134] Predicted: 3.925557787671969 Movie Vector: [1.7800358780451786, -0.6859024044723048] User Vector: [1.6361226395326451, -0.6384444982241885] Predicted: 3.350267615704172 Movie Vector: [1.9633491695109846, 0.7056715284853998] User Vector: [2.221164161303194, 0.1374598473467326] Predicted: 4.457922312024727 Movie Vector: [1.5172250620154282, 0.285440948226652] User Vector: [1.7964755080931263, -0.692711217796418] Predicted: 2.527929517320743 Movie Vector: [1.549256531137412, -0.9628191779444393] User Vector: [2.038882690261001, -0.40457772362312233] Predicted: 3.5482875153833198 Movie Vector: [1.973254442208715, 0.07263172587236338] User Vector: [1.8146762802091927, -0.15282933227736986] Predicted: 3.5697177729263503 Movie Vector: [1.3464851865610685, -1.1584958541329222] User Vector: [1.8666907272984412, 0.4710276697673624] Predicted: 1.9677878095908778 Movie Vector: [2.196632672262921, 0.15394719936536666] User Vector: [1.6679253320343481, -0.34493764181619985] Predicted: 3.610717095328332 Movie Vector: [1.883311291481191, -0.9122539799953595] User Vector: [2.1171502503804644, 0.010965115518489067] Predicted: 3.9772500020309085 Movie Vector: [2.1316572164122665, -0.5584034098029638] User Vector: [1.4227332872893903, -0.3216784982542137] Predicted: 3.212406049165825 Movie Vector: [2.3665778065777814, -0.17705603290383004] User Vector: [2.35586655032098, -0.5010018829441971] Predicted: 5.664046899120038 Movie Vector: [2.172500758376994, -0.56763809163685] User Vector: [2.013907454011222, -0.8114974681738394] Predicted: 4.835852345342794 Movie Vector: [1.84016819035053, -0.7541315181841443] User Vector: [1.9572221323234307, -0.174235050068298] Predicted: 3.733014052180509 Movie Vector: [1.609321624183168, -0.9636239761654033] User Vector: [1.719343171813628, -0.4239092619472421] Predicted: 3.1754652743222906 Movie Vector: [2.015951754829284, -0.4659756102910698] User Vector: [1.8838571655501708, -0.6254621536732584] Predicted: 4.0892152675104505 Movie Vector: [1.869733645241508, -0.32978011174587546] User Vector: [1.5075899121706946, -0.056785277183414064] Predicted: 2.8375182370673047 Movie Vector: [2.0169820089648196, -0.9507513792296157] User Vector: [2.138623765972252, -0.5228051770233999] Predicted: 4.810623403034001 Movie Vector: [1.5247305915116176, 0.1545534500129184] User Vector: [1.8801480795943486, -0.40947588471406804] Predicted: 2.8034333828496716 Movie Vector: [1.9564682974804437, -0.28986438381583346] User Vector: [1.390174665276315, -0.5207897342671828] Predicted: 2.870791055994566 Movie Vector: [2.0925855009443572, -0.19664180674572038] User Vector: [1.9886905199003042, -0.6981604194103184] Predicted: 4.298792474080067 Movie Vector: [1.10585253697964, -2.036896259368428] User Vector: [1.6964802059889388, -0.40785601569536983] Predicted: 2.7068173324594196 Movie Vector: [1.8671276875167544, -0.14422394054337778] User Vector: [1.8614565984421518, -0.18156282003215957] Predicted: 3.501762859423305 Movie Vector: [1.7340643757588738, 0.6569544836942952] User Vector: [1.7570973844811681, -0.15160387714665322] Predicted: 2.9473231323309537 Movie Vector: [1.498708520413959, -0.2587727176827627] User Vector: [1.984529484571711, -0.185808104269117] Predicted: 3.022313315649547 Movie Vector: [2.2314645921728142, -0.16961998078470195] User Vector: [1.7493370824249537, -0.1991373958654346] Predicted: 3.9373614404663906 Movie Vector: [2.034837605074638, 0.10180053991116866] User Vector: [2.1948954678725854, -0.20813961243725249] Predicted: 4.445067112312015 Movie Vector: [1.9204899711761965, 0.022507655506687336] User Vector: [2.1287732158339066, -0.4011473318092087] Predicted: 4.0792587259657305 Movie Vector: [1.6322763882668683, -0.6995766584812534] User Vector: [1.8434844994599469, -0.7373766402153064] Predicted: 3.5249277066083953 Movie Vector: [1.8300208013137838, -0.20779974584709582] User Vector: [1.3870466532128192, -0.01290011565787693] Predicted: 2.54100486852723 Movie Vector: [1.8236550312397428, -0.4417722813790166] User Vector: [1.4101567981802359, -1.5490967242507763] Predicted: 3.2559875337873407 Movie Vector: [1.8380629967298194, -1.1560798810949737] User Vector: [1.5486526219281025, -0.301780581407942] Predicted: 3.195403537825526 Movie Vector: [1.2805603571986899, -0.9051795803176687] User Vector: [1.560693784262333, -0.6036878839850441] Predicted: 2.545008535321192 Movie Vector: [1.5558839662398887, -0.4549893438756813] User Vector: [2.195018119221648, -0.13213586094685617] Predicted: 3.4753139059776568 Movie Vector: [1.7167258478235372, 0.05582321246812383] User Vector: [1.5150131944574168, -0.3341370422447641] Predicted: 2.582209707616054 Movie Vector: [2.2810953467327586, 0.1364797772970296] User Vector: [1.8577744320232816, -0.1270027653015931] Predicted: 4.220427303042933 Movie Vector: [2.0707678540893415, 0.14084896589741733] User Vector: [1.3936036112369456, -0.5413954598144414] Predicted: 2.809574568835866 Movie Vector: [1.8163190122370154, -0.6961765320712496] User Vector: [1.9866404712732098, -0.888633408170365] Predicted: 4.2270185828357345 Movie Vector: [2.042637721433819, 0.057663648246756495] User Vector: [1.478581621612096, -0.33532169699559145] Predicted: 3.0008707221385937 Movie Vector: [2.0057444456834217, -0.09918253624297532] User Vector: [2.246727059275271, -0.526217319218888] Predicted: 4.55855188844313 Movie Vector: [1.8283585251188845, -0.34623790359533513] User Vector: [1.8984046460754131, -0.29726634782204703] Predicted: 3.5738891958566277 Movie Vector: [2.1640581509466785, -0.24842116569416306] User Vector: [1.8712869318005751, -0.6868294405697142] Predicted: 4.220196707782434 Movie Vector: [2.111531627133321, 0.09485476254547205] User Vector: [1.9132714066331062, -0.5009648211523142] Predicted: 3.9924141872416232 Movie Vector: [1.9295276850836232, 1.207573601116713] User Vector: [1.7690035292184985, -0.35377614220988707] Predicted: 2.986130554600157 Movie Vector: [1.9369899119767622, 0.27301661795749227] User Vector: [1.7247422923970734, -0.1481888385665718] Predicted: 3.300350405608312 Movie Vector: [1.358601006984594, -1.2999811824895047] User Vector: [2.0647758299351398, -0.5505756119620442] Predicted: 3.5209444568356325 Movie Vector: [1.6802074542853356, -0.3252030659715221] User Vector: [1.6942174135476493, -0.4320221394283208] Predicted: 2.9871316517324478 Movie Vector: [1.3923329482698394, -0.9071647102026761] User Vector: [1.6832521170499197, -0.39984562559653863] Predicted: 2.7063732238836553 Movie Vector: [2.2002783272855533, -0.434443235039056] User Vector: [1.913039386279904, -0.7258754406210977] Predicted: 4.524570775534158 Movie Vector: [1.818128775973562, 0.405965592090393] User Vector: [1.5529709376860439, -0.3332216871355983] Predicted: 2.688224610542279 Movie Vector: [1.7633241289928623, 0.06962968679739043] User Vector: [1.3965103002826487, -0.06849497851976508] Predicted: 2.4577310249739366 Movie Vector: [1.6718517449463612, -0.5261493715243819] User Vector: [1.8965771259250892, -0.608264127329033] Predicted: 3.4908335657182126 Movie Vector: [2.309555212343589, -0.16492952808215378] User Vector: [1.573472443630483, -0.02096594037718401] Predicted: 3.6374793863179935 Movie Vector: [2.1984530403143707, 0.14212944136017744] User Vector: [1.6803856788536915, -0.2485414182267127] Predicted: 3.658923951649197 Movie Vector: [1.7302544015130197, -0.3913095306680992] User Vector: [1.9651268005886058, -0.18530104001136674] Predicted: 3.472679359248792 Movie Vector: [1.6571525683206432, -0.3352610354289578] User Vector: [2.004493029293955, -0.8233437914672038] Predicted: 3.5977858637166023 Movie Vector: [2.1799753252423626, 0.34624615334173725] User Vector: [1.7002165663102509, -0.17651876915306383] Predicted: 3.6453112173127757 Movie Vector: [1.937962824182642, -0.23908630575352174] User Vector: [1.8315838421534367, -0.3642402582885678] Predicted: 3.6366262532278912 Movie Vector: [1.7191753172475681, -0.2765415281608545] User Vector: [2.132068916329442, 0.553765819029707] Predicted: 3.5122610097866245 Movie Vector: [2.413146888520117, -0.3900017641318053] User Vector: [1.5355610936795052, -0.29354644990759793] Predicted: 3.820018108663837 Movie Vector: [2.186955637663218, -0.39527938383018146] User Vector: [2.1909425496220756, -0.5891780654340264] Predicted: 5.024384103363244 Movie Vector: [1.0451756782675137, -0.5171674473109366] User Vector: [1.8107758398851102, -0.3879706783338608] Predicted: 2.093224671987762 Movie Vector: [1.9691412243095012, -0.40279086530890296] User Vector: [1.8731212569507736, -0.5927500139258595] Predicted: 3.9271945762132594 Movie Vector: [1.6264954216362228, 0.07114641371294611] User Vector: [1.6255712657049912, -0.3776460521260823] Predicted: 2.617116058950945 Movie Vector: [2.1807473294367035, -0.5429656947246861] User Vector: [1.753132833390737, 0.001645574412178552] Predicted: 3.8222462541107216 Movie Vector: [0.8473663159580616, -0.7963356541126044] User Vector: [1.5586374115695436, -0.46851445730212415] Predicted: 1.693831608172992 Movie Vector: [0.9611967903279004, -2.022095092878651] User Vector: [1.8254101294945184, -0.2233513903980539] Predicted: 2.2062161080136966 Movie Vector: [2.2442442696655336, -0.10011382363389441] User Vector: [1.9283737613930725, -0.08894612256380291] Predicted: 4.336646500207046 Movie Vector: [2.268567772445853, -0.4062999465838838] User Vector: [1.6890160746486749, -0.9038982878123221] Predicted: 4.1989012601463935 Movie Vector: [1.7237866329846685, -0.042959525635271] User Vector: [1.5274124121718804, -0.3038253514467005] Predicted: 2.6459852921308764 Movie Vector: [1.9685380328977888, -0.18612983598705657] User Vector: [1.9224044616738507, -0.24448492559655313] Predicted: 3.829832236519969 Movie Vector: [1.6730331251886128, -0.21437168459121206] User Vector: [1.9549615873344066, -0.31032077345158854] Predicted: 3.337239481050238 Movie Vector: [1.9635866406067561, -0.24947866582080874] User Vector: [2.1265430617796146, 0.041491095896567895] Predicted: 4.16530040353772 Movie Vector: [2.140350972317447, -0.1657111063885044] User Vector: [1.9395720288807874, -0.24177336486108494] Predicted: 4.191429409681119 Movie Vector: [1.724610846130309, 0.1289245509719631] User Vector: [2.2337180836922146, 0.22547246184362005] Predicted: 3.881363370232734 Movie Vector: [2.0768309317338387, -0.4084439719901549] User Vector: [1.8507542002451, 0.1314769963740664] Predicted: 3.790002583480988 Movie Vector: [1.9027250239056661, -0.1620114848959966] User Vector: [1.6717488145174313, -0.11244962643387192] Predicted: 3.1990964340215 Movie Vector: [2.4234611392185035, 0.16181419427571095] User Vector: [2.0429947817932375, 0.08959589467533573] Predicted: 4.965616348809398 Movie Vector: [2.067745360419375, -0.1602923528034481] User Vector: [2.029569716224377, -0.5600108738121011] Predicted: 4.28639882492948 Movie Vector: [1.352422262762936, -0.2450761853681389] User Vector: [2.427193696675883, -0.14851543829228467] Predicted: 3.3189883885072837 Movie Vector: [1.9270323375396898, 0.8320428535453261] User Vector: [1.586027825245006, 0.008266774196131978] Predicted: 3.0632052178766394 Movie Vector: [2.111494536331295, -0.04488683523897054] User Vector: [1.9118493583037754, -0.5481985655722299] Predicted: 4.061466373037995 Movie Vector: [1.2890148495746703, -0.21166830530647626] User Vector: [2.00828832399624, -0.014517474774691227] Predicted: 2.5917863611414687 Movie Vector: [1.8863865751205517, -0.4768833749235823] User Vector: [1.6510455503361627, -1.1313081974434722] Predicted: 3.654012232342218 Movie Vector: [1.022920722886205, -0.14156394261697658] User Vector: [1.8492108513201004, -1.4356894039034187] Predicted: 2.0948379531913566 Movie Vector: [1.5538870406944851, -0.5544795051863652] User Vector: [1.439054295038874, -0.18528192196456486] Predicted: 2.338862848327535 Movie Vector: [1.4716355082935628, -0.7211945858183828] User Vector: [1.5775090481949736, -0.40420156025584286] Predicted: 2.6130263068139614 Movie Vector: [1.3645970029718328, -0.3528404231745948] User Vector: [1.9008664670733046, -0.598343625336751] Predicted: 2.805036501985528 Movie Vector: [2.2563224887807234, -0.3997467283494219] User Vector: [1.7249190167818795, -0.35604238929150767] Predicted: 4.03430034916348 Movie Vector: [2.1845503332301806, -0.5724934286914183] User Vector: [1.5345084936232667, -0.6728469165684233] Predicted: 3.737411479339955 Movie Vector: [1.0698986534884964, -0.6720075802737917] User Vector: [1.6252303509175638, -0.22419072820738467] Predicted: 1.889489632837802 Movie Vector: [1.8624513866135024, -0.24792078068758594] User Vector: [1.8212873957670384, -1.2829525194851341] Predicted: 3.7101298258838753 Movie Vector: [2.384501315307335, -0.532884201564991] User Vector: [2.0756160784163336, -0.36601848607569487] Predicted: 5.144354737767274 Movie Vector: [2.000151248095444, -0.8962761245694583] User Vector: [1.9029985099393927, -0.5291206810488096] Predicted: 4.280523078219026 Movie Vector: [2.1127440931973944, 0.12670137247453556] User Vector: [1.9418989529935233, 0.05806270756387867] Predicted: 4.110092167261202 Movie Vector: [1.8254252799756818, -0.40940217997031547] User Vector: [2.2098234696408032, -0.8052737844309532] Predicted: 4.363548468584874 Movie Vector: [2.173174157908369, -0.10626117170223788] User Vector: [1.7573056377217016, -1.0656802814406774] Predicted: 3.932171634809345 Movie Vector: [1.6999427151054132, -0.6889653417544129] User Vector: [1.4244286706897291, -0.4004925566446586] Predicted: 2.6973726330850782 Movie Vector: [2.0131286050878368, -0.5127667432801273] User Vector: [1.608075786696757, -1.5431534087089043] Predicted: 4.02854111311366 Movie Vector: [1.9702834255541262, -0.13915032809592562] User Vector: [1.9185968148991726, -0.3085491233510001] Predicted: 3.823114216464779 Movie Vector: [2.026799484399698, -0.4965228591535593] User Vector: [1.8659642154392686, -0.25823652235559885] Predicted: 3.910155646178471 Movie Vector: [1.4114272332466398, -1.3584277387162207] User Vector: [1.9007893383243857, -0.44597654206477155] Predicted: 3.2886527423334257 Movie Vector: [1.930421989400643, 1.20739475267124] User Vector: [1.9614517196085843, -0.44492708034552986] Predicted: 3.2492269085495877 Movie Vector: [2.0343857213286083, -0.16550981985849864] User Vector: [2.1271744229544467, -0.23107182966228837] Predicted: 4.365737929735727 Movie Vector: [1.4021882094622464, -0.3956830153199363] User Vector: [1.9630359967548703, -0.15924389800610106] Predicted: 2.8155560351340023 Movie Vector: [2.055758012996129, -0.21716160093663406] User Vector: [1.5051432555498496, -0.4332051598686268] Predicted: 3.1882858343547653 Movie Vector: [2.029105456675239, -0.06285988981610818] User Vector: [1.8667904768369934, -1.299802000994476] Predicted: 3.869620153584584 Movie Vector: [2.140577014621288, -0.1384268283635648] User Vector: [1.818080792245446, -0.20477191828930544] Predicted: 3.920087881791775 Movie Vector: [1.6609952637695198, -0.9763642683759874] User Vector: [2.074452666234618, -0.025382279162271676] Predicted: 3.4704384039537395 Movie Vector: [0.9635610365740523, -1.0812520894766258] User Vector: [1.1092682172676371, -0.12943184235639194] Predicted: 1.2087960832617135 Movie Vector: [1.377769662058033, -0.6451655235937329] User Vector: [1.856122309617228, -0.7121814652949305] Predicted: 3.01678393521046 Movie Vector: [1.7467169132801001, 0.16519704331032073] User Vector: [1.7760593928504214, -0.25253330484722497] Predicted: 3.060555225183671 Movie Vector: [2.3969224588842453, 0.2396201509758624] User Vector: [1.8647086981395202, -0.1464736661634905] Predicted: 4.434464115847335 Movie Vector: [2.415462771084114, -0.14476559211279072] User Vector: [1.8234329742802187, -0.2366833341825905] Predicted: 4.438698067957217 Movie Vector: [1.6644128841138555, -0.46437051049845046] User Vector: [1.4303510170094131, -0.7219344721822781] Predicted: 2.7159397409095374 Movie Vector: [2.2901259667178775, -0.42323319578045965] User Vector: [1.9647532379583412, -0.603618564054878] Predicted: 4.755003822338784 Movie Vector: [1.8816946864189932, -0.26147615916659017] User Vector: [2.160019827946298, -0.5218919885951885] Predicted: 4.2009601454839 Movie Vector: [1.7072495463342643, -0.586809328833715] User Vector: [1.5747280441767801, -0.6534176277415794] Predicted: 3.0718852986038057 Movie Vector: [1.5831598686881754, -0.8963591603068429] User Vector: [1.9088342224448862, -0.4915807755705315] Predicted: 3.4626226681667296 Movie Vector: [1.0741559238881668, -1.2044481045333344] User Vector: [0.9419659237840119, -0.2724268845307136] Predicted: 1.3399423218303255 Movie Vector: [1.9601734765549934, 0.18618319896066038] User Vector: [2.055798332502531, -0.06620096858816682] Predicted: 4.017395856411406 Movie Vector: [1.9515282783506256, -0.1652942195289965] User Vector: [1.9751299826393607, -0.18157398485533738] Predicted: 3.8845351446523253 Movie Vector: [1.8830578814448806, -0.23034591666053708] User Vector: [1.9833433679512251, -0.18226965764157185] Predicted: 3.7767354320008386 Movie Vector: [1.9311295350981297, -0.440482212847813] User Vector: [1.5878071292208018, -0.18722857204083354] Predicted: 3.1487320989985452 Movie Vector: [2.1819147822164013, 0.0055214858574032435] User Vector: [2.0309145866648075, -0.4177038729073166] Predicted: 4.428976212036016 Movie Vector: [1.2168498801844125, -0.6951688255954982] User Vector: [1.9017292248156772, -0.5919712333486516] Predicted: 2.7256389264334535
avg loss: 1.0272840960619023: 88%|███████████████████████████████████████▌ | 61530/70000 [01:38<00:11, 719.42it/s]
Movie Vector: [1.9235120956345106, 0.0337732614050446] User Vector: [1.7104509450250762, 0.342242752635672] Predicted: 3.3016317356939604 Movie Vector: [1.4278285462748248, -0.496176287846183] User Vector: [2.0502623059119007, 1.2235334023248214] Predicted: 2.320334786110919 Movie Vector: [0.8236530569090195, -0.20375779979249678] User Vector: [1.1019349230358186, -0.12120284656896088] Predicted: 0.9323080932187361 Movie Vector: [2.185400982786961, -0.42235451301961013] User Vector: [1.944127785062699, -0.8004927879196326] Predicted: 4.5867905137569664 Movie Vector: [1.6182858741401407, -0.8662185229423909] User Vector: [2.1435465380408023, -0.3370808474983704] Predicted: 3.76085675690564 Movie Vector: [1.921841675751281, -0.3771239372750736] User Vector: [1.679158104415332, -0.6781655935994517] Predicted: 3.4828285040236193 Movie Vector: [1.9420834299304992, -0.12919722184034446] User Vector: [1.8806858779535436, -0.372967789190067] Predicted: 3.7006352826771622 Movie Vector: [2.1520587386140835, -0.09406681255613912] User Vector: [1.79248099246618, -0.2237741436173672] Predicted: 3.878574104059053 Movie Vector: [1.5059674476671212, -0.3586990280610099] User Vector: [1.830966089145995, -0.13932402993128] Predicted: 2.8073507221581377 Movie Vector: [1.959155560078159, -0.8444736666354394] User Vector: [1.3873133344864585, -0.9995143822645671] Predicted: 3.5620262080755314 Movie Vector: [2.181799394949769, 0.07645607660112626] User Vector: [1.9276052172797156, -0.6180289948271146] Predicted: 4.1583958245926835 Movie Vector: [2.3481651037326667, -0.11836167125392297] User Vector: [1.9017178003653228, -0.669778322572718] Predicted: 4.544823457594453 Movie Vector: [1.5827077211293497, -0.6619359178700278] User Vector: [1.9207609405931412, -0.6847789507393867] Predicted: 3.4932829544161867 Movie Vector: [1.4213854578607203, -0.8555327248474102] User Vector: [1.732216362039194, -0.21277023844740187] Predicted: 2.64417904873625 Movie Vector: [2.2146824357636627, -0.43441112375669794] User Vector: [2.2208066782735045, 0.1473651713452929] Predicted: 4.854364473912267 Movie Vector: [2.0716572329725262, 0.172101870278464] User Vector: [1.7235634072672361, -0.2207617455575885] Predicted: 3.532639089855542 Movie Vector: [2.198727921567411, -0.15526030342431296] User Vector: [1.9847725140654202, -0.3617481698328838] Predicted: 4.4201398752466305 Movie Vector: [1.7070505408337242, -0.5374382163442394] User Vector: [1.58502309786379, -1.6072839743584757] Predicted: 3.569530368780227 Movie Vector: [1.8175209265380547, -0.1155183412049902] User Vector: [1.754431907699763, -0.19952466804902463] Predicted: 3.2117654651129 Movie Vector: [1.9778908363368928, -0.3673806084827413] User Vector: [1.3993889775146409, -0.5221548987028594] Predicted: 2.959668219504763 Movie Vector: [2.224338823143219, -0.4705694131389892] User Vector: [1.3509593247708547, -0.008802382083943032] Predicted: 3.0091334063466264 Movie Vector: [2.1284193163773186, -0.37334609698214044] User Vector: [2.058611548100027, -0.1335226554633514] Predicted: 4.431438746169446 Movie Vector: [1.967052519406137, 0.042485229746414714] User Vector: [1.9852119535081247, 0.1325830128987544] Predicted: 3.9106489944668112 Movie Vector: [1.640249724120156, -0.23446860007238837] User Vector: [1.9786716680906191, -0.3715803340322019] Predicted: 3.3326395784449674 Movie Vector: [2.300333074130901, 0.031706395424262755] User Vector: [1.9818476400565934, -0.1990633806035451] Predicted: 4.552598092050549 Movie Vector: [1.6240069163980841, -0.11650817950773791] User Vector: [1.5337745072248048, -0.17749248856418065] Predicted: 2.511539734647057 Movie Vector: [1.7031234137818947, -0.5850972314629426] User Vector: [1.8540150207183737, -0.22645044196970862] Predicted: 3.2901119179488227 Movie Vector: [1.8658725470051016, -0.2576533017577315] User Vector: [1.8910725504446522, -0.4083685319339247] Predicted: 3.63371785685633 Movie Vector: [1.6428440360053325, 0.9313978543881442] User Vector: [2.348310659524239, 0.9991519755897448] Predicted: 4.788516167959108 Movie Vector: [2.1710821008864016, -0.37611322819850374] User Vector: [1.4916051217538198, -0.1051894012039101] Predicted: 3.2779603066892697 Movie Vector: [2.1282044027416513, -0.5430150140312804] User Vector: [1.8736220380997268, -0.9422066416504047] Predicted: 4.499083023293784 Movie Vector: [1.8911202265912925, -0.2631054235417035] User Vector: [1.786860774245069, -1.097819488950964] Predicted: 3.6680108138902074 Movie Vector: [2.3797168555205666, -0.1294740872930802] User Vector: [1.9878265281502068, -0.026290686639990873] Predicted: 4.733868257546996 Movie Vector: [2.080830475251627, -0.21787362273529323] User Vector: [1.8331309076752407, -0.5361202286268865] Predicted: 3.931241114248931 Movie Vector: [1.3796327767847743, -0.9985651624682131] User Vector: [2.1995569526981695, 0.029484815347506063] Predicted: 3.0051383569194043 Movie Vector: [1.5885660174885259, -0.558944512166516] User Vector: [2.4045422210365004, 0.8213235957959439] Predicted: 3.360699743371956 Movie Vector: [2.1019341281133186, -0.24051193561185735] User Vector: [1.3991398369719106, 0.04360006560156673] Predicted: 2.930413437163527 Movie Vector: [2.1318793892988994, -0.28617087705310074] User Vector: [2.1369373318153513, -0.22004196524976777] Predicted: 4.618662256104544 Movie Vector: [2.0737867168420334, -0.31518266508567677] User Vector: [1.9018775892718682, -0.37437756911309955] Predicted: 4.062085801672913 Movie Vector: [1.8539027369640817, -0.6781439112316756] User Vector: [1.915008537804979, -0.6184704161113397] Predicted: 3.9696515165090602 Movie Vector: [1.9421913234673132, -0.14589590163508842] User Vector: [2.0142790284590406, -0.4118859028962473] Predicted: 3.9722077172891486 Movie Vector: [1.4566717492756833, 0.3028363952662921] User Vector: [1.6749032349462858, -0.4365827802915097] Predicted: 2.3075710696978904 Movie Vector: [1.2894950208710079, -0.32292056836607047] User Vector: [1.9154624340812108, -0.12534914348653042] Predicted: 2.510457088072053 Movie Vector: [2.1559696751130346, -0.3750474856674176] User Vector: [2.2894345106467493, 0.1454735602315599] Predicted: 4.881391885115708 Movie Vector: [1.59700386576925, -0.685467977806785] User Vector: [1.6410908787280913, -1.5852426532469155] Predicted: 3.707461553261643 Movie Vector: [1.744148226071693, -0.21107147483164804] User Vector: [1.984634083896629, -0.6439389259780186] Predicted: 3.5974131556374127 Movie Vector: [1.8868832948237373, 0.63310676613064] User Vector: [1.5510830204792547, -0.30740836340584626] Predicted: 2.7320903253896627 Movie Vector: [2.0786401847231097, 0.24249132425367767] User Vector: [1.7969053370643528, -0.3616730762523676] Predicted: 3.64741705855805 Movie Vector: [1.118075881496781, -0.08483345946107712] User Vector: [1.7948438269553115, -0.6340385054410311] Predicted: 2.0605592738202096 Movie Vector: [1.9794511158211983, -0.09937251538975446] User Vector: [1.9365029821974922, 0.2696436453970462] Predicted: 3.8064178215999367 Movie Vector: [2.182100957065433, 0.08059934212162237] User Vector: [2.195770671418859, -0.5684487832358772] Predicted: 4.7455766856406525 Movie Vector: [1.4256471634305214, -0.7351876504469993] User Vector: [2.048558604511483, -0.6259730380464319] Predicted: 3.3807294107275094 Movie Vector: [1.11411396920321, -0.08343389203823036] User Vector: [1.8925557391113952, -0.1902192378130692] Predicted: 2.1243935177910016 Movie Vector: [1.6102563547573754, 0.10369722156788162] User Vector: [1.9716107450446654, -0.8828726675662784] Predicted: 3.0832472886912488 Movie Vector: [1.9074726606077754, -0.06366882786800147] User Vector: [1.7617656513161377, -0.25188218015850944] Predicted: 3.3765568574549123 Movie Vector: [1.7220765319075764, -0.382713565501302] User Vector: [1.7950542346338458, -0.12031610839039378] Predicted: 3.1372673777935907 Movie Vector: [2.0420850908866606, -0.27685676820998995] User Vector: [1.7244525400921562, -0.3882143867940084] Predicted: 3.6289586025642353 Movie Vector: [1.9476647592661207, -0.9739637523817948] User Vector: [1.8528669122692698, -0.115587525942659] Predicted: 3.721341649132728 Movie Vector: [1.5582996808695593, -0.7933457088729603] User Vector: [1.8666511070412866, 0.12835060045277152] Predicted: 2.806975426296772 Movie Vector: [1.9101822607062702, -0.5710462667204655] User Vector: [2.0604118712722133, -0.13068050213557425] Predicted: 4.010386819130469 Movie Vector: [1.2059124573327542, -0.7276456950113918] User Vector: [1.8845228620768866, -0.41143286590423217] Predicted: 2.571946949168307 Movie Vector: [1.9447080881950332, -0.2648588255790987] User Vector: [1.6477275971770355, -0.2008961690821149] Predicted: 3.2575583087787776 Movie Vector: [2.1049515255422993, 0.12646837498708544] User Vector: [1.6508444177489385, -0.5701260871424819] Predicted: 3.4028445557949616 Movie Vector: [1.8367462030187691, 0.038288382595007685] User Vector: [2.136856192997842, -0.5305099691403043] Predicted: 3.904550130217019 Movie Vector: [1.634303063185544, 0.09007795273497168] User Vector: [2.055967292282285, -0.6668535795400791] Predicted: 3.300004838367269 Movie Vector: [1.7646055928784028, -0.48502488570297] User Vector: [1.6180049579876439, -0.46647201673058186] Predicted: 3.081391134768366 Movie Vector: [1.786185037181286, -0.14219083535071336] User Vector: [1.8517234604062796, -0.2421271371069563] Predicted: 3.341948997861565 Movie Vector: [-0.08530897922315928, -2.156290816660353] User Vector: [2.080738901046751, -0.6425679973093692] Predicted: 1.2080577599998106 Movie Vector: [2.2043557306269728, -0.40223200088449457] User Vector: [2.013445665040683, -0.09880955740012687] Predicted: 4.47809485601803 Movie Vector: [1.6988422302307207, -0.3900846208832298] User Vector: [1.9588662527321816, -0.1522842353377728] Predicted: 3.3872084517234615 Movie Vector: [1.9560080382312348, -0.43128531463132147] User Vector: [2.173908666820505, 0.103881496907641] Predicted: 4.20738026260327 Movie Vector: [1.8843523214030005, -0.19235609015956248] User Vector: [1.5810066360137776, 0.2082776166934927] Predicted: 2.9391100567111983 Movie Vector: [2.3406824343480084, -0.3344721802376084] User Vector: [1.7250302905645432, 0.012092146478816394] Predicted: 4.033703613246145 Movie Vector: [1.960312956687522, -0.2862224463024567] User Vector: [1.9710708426257093, -0.1094960804209609] Predicted: 3.8952559473467874 Movie Vector: [1.6687475011785735, 0.1660302256768156] User Vector: [1.885025304159122, 0.2709731280420376] Predicted: 3.1906209955750877 Movie Vector: [2.106991688612569, -0.6513845468089463] User Vector: [2.7904902157368685, 0.5026103283753107] Predicted: 5.552147090742029 Movie Vector: [1.8407171537135125, -0.5167778387308926] User Vector: [1.6722642812929533, -0.620832307814363] Predicted: 3.3989979263649563 Movie Vector: [2.1017333799917215, 0.23784322910864317] User Vector: [2.0976662467162486, -0.6645552564620577] Predicted: 4.2506752026874315 Movie Vector: [1.7775418068118396, -0.26016799243700317] User Vector: [2.0432297857334962, -0.3910336608672098] Predicted: 3.7336608075876003 Movie Vector: [1.7758791467454897, -0.9578625719078359] User Vector: [2.044192228017453, -0.6082348036179183] Predicted: 4.212843702992713 Movie Vector: [1.6509106296230447, -0.3917982123671295] User Vector: [1.5333023079807955, -0.4850881218331801] Predicted: 2.721401737645811 Movie Vector: [1.8675572284911448, -0.7436559018731604] User Vector: [2.128303199527445, 0.8848792871373419] Predicted: 3.316682320373312 Movie Vector: [1.2989320812031058, -0.521708994824549] User Vector: [1.7037339667645819, 0.3704997773332744] Predicted: 2.0197416408506794 Movie Vector: [2.341591733098796, -0.27230354059942935] User Vector: [1.6316781732277614, -0.9177152234364475] Predicted: 4.070621226111613 Movie Vector: [1.7227976360465236, -0.31871596961953536] User Vector: [1.8773014990929486, -0.6239468492167153] Predicted: 3.4330724098230863 Movie Vector: [1.8830394521557123, -0.9202988936330989] User Vector: [1.7882537765910504, -0.40781155356120763] Predicted: 3.74266093334057 Movie Vector: [1.3677388371418657, -0.5019114604944116] User Vector: [2.525608634995756, -1.7266998813299417] Predicted: 4.321023476778389 Movie Vector: [2.016025832546621, -0.3622207137494921] User Vector: [1.0656620345847558, 0.32494433346406026] Predicted: 2.0307006220908534 Movie Vector: [1.160468097384319, 0.19443257442547468] User Vector: [2.3107254008612435, -0.18039346452105218] Predicted: 2.6464487437987065 Movie Vector: [1.6875226210135155, 0.07876012519138063] User Vector: [1.9785551620791817, -0.11058885502900191] Predicted: 3.330146600864826 Movie Vector: [2.1775188218019066, -0.10889589985734298] User Vector: [1.9706274694225234, -0.2827671477427318] Predicted: 4.321870588430945 Movie Vector: [2.0994981000762576, -0.6927025650840396] User Vector: [1.7239624136959426, -0.3579700582546555] Predicted: 3.8674225897337937 Movie Vector: [2.3117847820586968, -0.06493795731634618] User Vector: [1.472085999097652, -0.05875164845539507] Predicted: 3.4069612226352857 Movie Vector: [1.9835133354955305, -0.29542301548225974] User Vector: [1.6856943807388785, -0.4687629065759682] Predicted: 3.482080635172347 Movie Vector: [1.9704318792257123, -0.352098830383325] User Vector: [1.9369619325722887, -0.4505593814670887] Predicted: 3.9752929720198784 Movie Vector: [2.0283220444846224, -0.0786696342186094] User Vector: [1.854559716001834, -0.5062285041269929] Predicted: 3.8014691660303646 Movie Vector: [0.8012858227984199, -0.6595928832385161] User Vector: [1.5484500166055686, -0.44735393298990395] Predicted: 1.5358225161069206 Movie Vector: [1.760182738433971, -0.3919694187017414] User Vector: [2.0717298109766147, -0.8436779642086137] Predicted: 3.97731901318243 Movie Vector: [1.8851698847109917, 0.4131826128150288] User Vector: [1.7874843566571565, -0.2417640256257617] Predicted: 3.2698189867693412 Movie Vector: [1.6863809313734768, -0.3619148440145321] User Vector: [2.099968622987151, 0.5589293786075058] Predicted: 3.339062203414274 Movie Vector: [1.9626051807429594, -0.1332669881530268] User Vector: [1.623329831273911, -0.33344804065947253] Predicted: 3.230393152996988 Movie Vector: [2.147239847191138, -0.17391175857241944] User Vector: [2.1665699453064176, -0.22401967197871306] Predicted: 4.691104973397299 Movie Vector: [2.0500572580380414, -0.9101522794016009] User Vector: [2.265119378302276, -0.034440446246856986] Predicted: 4.674970472466382 Movie Vector: [1.554121954849397, -0.2877059353472309] User Vector: [1.9879074116099509, -0.22204060510232354] Predicted: 3.153332952566891 Movie Vector: [1.8300187925321598, -0.3543523885916126] User Vector: [1.8695441066126108, -0.5735843384758944] Predicted: 3.6245518289664984 Movie Vector: [1.7322434129751858, -0.5098683786458361] User Vector: [1.7116682234952858, -0.4289394820606476] Predicted: 3.1837286836040937 Movie Vector: [2.175317759690536, -0.3070768911803689] User Vector: [0.9841779175622105, -0.1898397654178961] Predicted: 2.199195107755263 Movie Vector: [0.6827073775286907, -2.649124693496934] User Vector: [1.9337678563707115, -0.007617842239890996] Predicted: 1.3403781959609855 Movie Vector: [1.4722364183102155, 0.31289353323182606] User Vector: [2.1432465044239892, -0.5303767582000104] Predicted: 2.98941409941182 Movie Vector: [1.8718533371364239, -0.27821734901075335] User Vector: [1.8374484228171943, -0.8051899571937587] Predicted: 3.6634517774069537 Movie Vector: [1.6893962116025774, 0.9834296655615398] User Vector: [1.989004917519388, 0.1998794053738038] Predicted: 3.5567847092955502 Movie Vector: [1.9289403406050336, -0.3491156788948875] User Vector: [1.500732120236805, -0.3243026226913638] Predicted: 3.008041857454785 Movie Vector: [1.972431373953916, 0.22464448481073246] User Vector: [1.9172249453985504, -0.7781477173462338] Predicted: 3.6067880401612924 Movie Vector: [1.666960238903499, -0.48096813818922346] User Vector: [1.628298330837063, 0.4743957129081963] Predicted: 2.486139351775915 Movie Vector: [1.6227827769732568, -0.5232944646280996] User Vector: [1.8540568906654402, -0.00450994223745387] Predicted: 3.011091617509117 Movie Vector: [1.7175286957990483, 0.6273926947460843] User Vector: [1.1039671798806374, -0.1217055924518785] Predicted: 1.8197381110512918 Movie Vector: [2.21085943582155, -0.6723279237059953] User Vector: [1.9346145451631327, -0.24563941730525682] Predicted: 4.442311061268723 Movie Vector: [1.4699163230657553, -1.329663580638295] User Vector: [1.5123731144206731, -0.04295023378610462] Predicted: 2.2801712890980244 Movie Vector: [1.073219556418128, -0.8823417153926496] User Vector: [1.644985184791972, -0.1706387571036195] Predicted: 1.91599196399211 Movie Vector: [0.9542525564933417, -1.051836719353254] User Vector: [1.9586607382096548, -0.2723372724173524] Predicted: 2.1555113599167806 Movie Vector: [2.0932622182287925, -0.23261026845297358] User Vector: [1.5113479412622641, -0.02397807326230083] Predicted: 3.169225090100695 Movie Vector: [1.742756353879886, -0.3411529134973721] User Vector: [1.8063557384907427, -0.1352213396144083] Predicted: 3.1941690945986085 Movie Vector: [1.5720146068740077, -0.48267072316215265] User Vector: [2.1665655552517, 0.46796644215670774] Predicted: 3.1799989985543697 Movie Vector: [1.8887593129561124, -0.008548462276963417] User Vector: [1.8456133418962837, -0.7786526032544885] Predicted: 3.49257567002844 Movie Vector: [1.3647261203251633, -0.1275309832074612] User Vector: [1.7796821389665387, -0.6509896669815053] Predicted: 2.5118000532118416 Movie Vector: [1.8850669117052152, -0.9122448873111915] User Vector: [1.4765005629181198, -0.19864401814079688] Predicted: 2.9645143462149655 Movie Vector: [1.8187837539728129, -0.7010225229806203] User Vector: [1.7420587895763098, -0.1701269909373742] Predicted: 3.2876910773609547 Movie Vector: [1.4523842474485473, 0.0132764282147032] User Vector: [1.9949278008925668, -0.3325792708398003] Predicted: 2.8929862479985333 Movie Vector: [2.2775925588763997, 0.09117829989565857] User Vector: [1.7119335219792986, 0.0068144199262473665] Predicted: 3.899708378174768 Movie Vector: [1.3514468758155285, -0.43099791443225666] User Vector: [1.895365025968523, -0.18418203406244743] Predicted: 2.6408672154319843 Movie Vector: [2.3029845156338413, 0.12269454077835636] User Vector: [2.2075073064532464, -0.3447252469453536] Predicted: 5.04155923904173 Movie Vector: [1.6682305174425833, -1.0404552058833552] User Vector: [1.9431699033472902, -0.5096653010821238] Predicted: 3.7719392491089083 Movie Vector: [1.8759371205790047, -0.4170973303745842] User Vector: [1.9552635765064843, -0.4607215371082985] Predicted: 3.8601172468585268 Movie Vector: [1.7304683343924199, -0.006873824758731319] User Vector: [1.6793180531815566, -0.6746962419586108] Predicted: 2.910644458136807 Movie Vector: [2.0939695716445543, -0.3941058978173434] User Vector: [1.7456127947867293, -0.1215500201818582] Predicted: 3.703163655990308
avg loss: 1.0270160629697436: 88%|███████████████████████████████████████▋ | 61684/70000 [01:39<00:11, 711.46it/s]
Movie Vector: [1.9469468792934992, -0.4394033440538068] User Vector: [2.15102781864583, -0.7116376993869274] Predicted: 4.500632883651375 Movie Vector: [2.3303468826832927, -0.16520656942625161] User Vector: [1.9184691577652122, -0.22803560423460656] Predicted: 4.508371601204845 Movie Vector: [1.4964748290773642, -1.3347666547899761] User Vector: [1.8279783784203225, -0.690451190773769] Predicted: 3.657114857608529 Movie Vector: [2.0098256463047073, -0.4639416721021845] User Vector: [1.6294706769547156, -0.19840967433355705] Predicted: 3.3670024725166403 Movie Vector: [1.8000727432279064, -0.45845108466203804] User Vector: [2.0950246792396494, -0.8971733607019882] Predicted: 4.182506921832793 Movie Vector: [1.7116949405658675, 1.2144071774346825] User Vector: [1.9007297873891598, 0.2467347879633442] Predicted: 3.5531060578823714 Movie Vector: [2.033687630405382, -0.27590112731232863] User Vector: [1.9501823364649737, -0.07131131616429792] Predicted: 3.9857365672237397 Movie Vector: [1.7574527969020057, -0.5841483305680454] User Vector: [1.7699789851235197, -0.35316566390005866] Predicted: 3.316955650844278 Movie Vector: [2.0662863086777645, 0.11809095675956789] User Vector: [2.006215690245466, -0.0611947337946791] Predicted: 4.138189468346257 Movie Vector: [1.6162588987468884, -0.22996329530168363] User Vector: [2.1505172092152707, -0.2674226010506438] Predicted: 3.537289958878259 Movie Vector: [1.8821890111965625, -0.3901683403957749] User Vector: [2.2251128721730717, -0.6072018243083098] Predicted: 4.424993924751837 Movie Vector: [1.9092272682932852, -0.32193920533124365] User Vector: [1.3277746345774297, -1.0340037363137122] Predicted: 2.8679098796617546 Movie Vector: [1.930735259873816, -0.8239977596457378] User Vector: [1.9934459013810555, -0.31526439609321694] Predicted: 4.108593446524223 Movie Vector: [2.136800498438032, -0.16390060694568762] User Vector: [2.214917445344275, 0.09311510076816876] Predicted: 4.717575079679028 Movie Vector: [1.6663113341983715, -0.5167942277166817] User Vector: [2.0434245739656887, -0.16014011678310067] Predicted: 3.4877410161578872 Movie Vector: [2.002804297461639, 0.2058204755467013] User Vector: [1.871809542223182, -0.061353461914806534] Predicted: 3.7362403964865503 Movie Vector: [1.2528647487879438, 1.1293886552144774] User Vector: [1.6124878951307304, -0.305945568833916] Predicted: 1.674697787102398 Movie Vector: [1.326537484674627, -0.54375546700804] User Vector: [2.2599574508293983, 0.15140302176524506] Predicted: 2.9155920514885225 Movie Vector: [2.3326526481731946, 0.028460109716678374] User Vector: [2.0545554277309526, -0.06631902343848682] Predicted: 4.790676712631855 Movie Vector: [1.6967818921324807, -0.7561098235025154] User Vector: [1.9398442139862735, -0.5091381243442801] Predicted: 3.676456873186229 Movie Vector: [1.998143377694003, -0.6893624259049373] User Vector: [2.0190256658684467, -0.4173523927353899] Predicted: 4.32200982156256 Movie Vector: [2.338563240323782, -0.33448703539968766] User Vector: [1.8894143688459042, -1.018448380612744] Predicted: 4.759172768261361 Movie Vector: [1.6354445137386044, -0.33429502547183304] User Vector: [1.8964336056918936, -0.1549174178168943] Predicted: 3.1533000582334565 Movie Vector: [1.9401740037919333, 0.6562671624456118] User Vector: [1.9284715060955908, 0.31307675869301976] Predicted: 3.94703227923528 Movie Vector: [0.5930768730879475, -1.9471568581074685] User Vector: [2.20573344803187, -0.31772230420904246] Predicted: 1.926824659838583 Movie Vector: [1.6867423075701555, -0.18706534742858613] User Vector: [1.949269805672127, -0.3634595780617543] Predicted: 3.3559065423426016 Movie Vector: [1.68653984983394, -0.347331836089509] User Vector: [1.6782787760487525, -0.654688550243755] Predicted: 3.057878211159694 Movie Vector: [0.5508549781680392, -0.986841304518191] User Vector: [1.3552890619820823, -0.10899901083275222] Predicted: 0.854132452690908 Movie Vector: [2.122294561441074, -0.8244257191652705] User Vector: [1.6275837217053049, -0.2519550516019114] Predicted: 3.6619303054794203 Movie Vector: [1.8505155550534338, 0.38333774354133665] User Vector: [1.9669041367001945, -0.7140786341137962] Predicted: 3.366053407950393 Movie Vector: [1.294396217325441, -0.15367151579321447] User Vector: [1.7338658876930833, -0.3124737640589162] Predicted: 2.2923277633480903 Movie Vector: [1.9037900256401827, -0.05601182825273167] User Vector: [1.5747355749479064, -0.03102191820433209] Predicted: 2.999703474961114 Movie Vector: [2.16586750900571, -0.37441856480147795] User Vector: [1.8294603769191822, -0.2403548647092944] Predicted: 4.052362112870104 Movie Vector: [1.9735011227944899, -1.1668383509724227] User Vector: [2.15254654291128, -0.529368001738074] Predicted: 4.86573990550843 Movie Vector: [1.3501823021830734, -1.1312488217865395] User Vector: [1.7923758024322187, -0.6338512452900935] Predicted: 3.137077561727516 Movie Vector: [1.9127206993085508, -0.12989307895278074] User Vector: [1.962973723694104, -0.02231485932625952] Predicted: 3.7575190192927828 Movie Vector: [2.2360561750598045, -0.40662167970360746] User Vector: [1.8554135525844688, 0.47045590368136514] Predicted: 3.9575113617647557 Movie Vector: [1.49841567142133, -0.6555729828082729] User Vector: [1.8119705849090186, -0.05745887428628339] Predicted: 2.7527536061868116 Movie Vector: [1.8188085606736712, -0.7378039914903325] User Vector: [1.7907685889742382, -0.7017331673125153] Predicted: 3.7748067716161824 Movie Vector: [1.9358017963350538, -0.34435456071286796] User Vector: [1.8760459730590993, -1.115399042332643] Predicted: 4.01574591189696 Movie Vector: [1.742595960358089, -0.39348607992941437] User Vector: [2.0604120105352295, -1.1307357739916544] Predicted: 4.035394433375908 Movie Vector: [2.1093411727463844, -0.10078495989496207] User Vector: [1.6453354225559227, -0.6715285521027653] Predicted: 3.5382537279672768 Movie Vector: [1.0577048285388637, -0.1239854156713684] User Vector: [1.8734306207582334, 0.2698195275720197] Predicted: 1.9480829272262752 Movie Vector: [2.306691643321818, -0.629255422038023] User Vector: [1.8728840568303624, -0.33920202048851245] Predicted: 4.533610713359911 Movie Vector: [2.1727041835594236, -0.2603604197530145] User Vector: [1.7835793223029281, 0.6215447641231867] Predicted: 3.7133645995952524 Movie Vector: [1.2177504081146362, -0.7770198583402492] User Vector: [1.827729011880395, -0.7627171721391268] Predicted: 2.8183641391895318 Movie Vector: [1.3255209564562351, -1.1468890188847687] User Vector: [2.1260957739844866, -0.26037812761321527] Predicted: 3.1168093191668493 Movie Vector: [1.7232862441181822, -0.6786736404596627] User Vector: [2.312391059861634, 0.1299101790106103] Predicted: 3.896745090359521 Movie Vector: [1.5442300368849051, -0.4535348486170441] User Vector: [1.6028574655651158, 0.24505515256423688] Predicted: 2.3640395916498163 Movie Vector: [1.8618974321842476, -0.48378262952403567] User Vector: [1.871332343552126, 0.10172378429900802] Predicted: 3.435016685369724 Movie Vector: [1.8232290945543068, -0.2703612324970075] User Vector: [1.4313636433187158, -0.06711869873118788] Predicted: 2.6278501334984954 Movie Vector: [1.9220913191505795, -0.011333693707017022] User Vector: [1.7689438954599666, -0.24582763615889147] Predicted: 3.402857840660957 Movie Vector: [1.8932343185986653, 0.5074948735971521] User Vector: [1.7221547699115933, 0.012503044449423972] Predicted: 3.2667877432974564 Movie Vector: [1.5714329633907593, -0.7924426666862585] User Vector: [1.9696748082164848, -0.6652911261341236] Predicted: 3.622416994908185 Movie Vector: [0.44291638802166616, 0.24183541040358092] User Vector: [1.7892810729966553, -0.18832810153775584] Predicted: 0.7469575062812993 Movie Vector: [1.7369716591037825, -0.3484495742461779] User Vector: [2.190746199125729, -0.2259777833759609] Predicted: 3.8840059225771717 Movie Vector: [1.6793655102118725, -0.28688139580288624] User Vector: [1.9326147136152363, -0.5524948876651746] Predicted: 3.4040669991207673 Movie Vector: [1.3833460312498211, -0.8216158210051057] User Vector: [2.143814575791949, -0.5302560263289344] Predicted: 3.401304125572464 Movie Vector: [2.0294389067967673, 0.004612098009950813] User Vector: [1.6554532032090268, 0.38989148301860943] Predicted: 3.361439356706661 Movie Vector: [1.2630329410957253, -1.1484258450120348] User Vector: [2.0725165891950654, -0.12545044456821652] Predicted: 2.761727255931114 Movie Vector: [2.2579315734470615, -0.4997724540892481] User Vector: [1.962316231257333, -0.20553383883153237] Predicted: 4.533495926674797 Movie Vector: [2.1293075498749556, 0.11616864696146213] User Vector: [1.97146727618548, -0.5540501440787092] Predicted: 4.13349689992673 Movie Vector: [1.9804619676071695, -0.18764628184866408] User Vector: [1.3302025407927043, -0.5093039593311334] Predicted: 2.729984535553666 Movie Vector: [1.657132155133432, -0.07034685295171733] User Vector: [1.9756982430453076, -0.6421501558616834] Predicted: 3.3191663299783296 Movie Vector: [1.4355753372507327, 0.33856267327171286] User Vector: [1.1152522809288208, -0.11758327998372632] Predicted: 1.561219359710694 Movie Vector: [2.069792995330243, 0.1851281392650782] User Vector: [1.8145200314041519, -0.05717422602099999] Predicted: 3.7450962928095377 Movie Vector: [1.859215167232571, -0.7558271105831289] User Vector: [2.2369144994924803, 0.091427844270174] Predicted: 4.089801721897305 Movie Vector: [1.970148929948202, -0.12772864673681422] User Vector: [1.9602286363197203, -0.2309960820262543] Predicted: 3.89144716725784 Movie Vector: [2.0224881149868104, -0.39330687371625894] User Vector: [1.8789741971203922, -0.7112662352347757] Predicted: 4.079948881403 Movie Vector: [1.905053317204896, -0.617219885521565] User Vector: [1.6215402728722668, -0.1082132728460256] Predicted: 3.1559120596945816 Movie Vector: [2.1970057161863807, -0.13656443872947294] User Vector: [1.9896763078235755, -0.33129326187134017] Predicted: 4.416573100011324 Movie Vector: [2.143414470420103, -0.2144860989029334] User Vector: [1.9008729166709817, -0.5043273806051586] Predicted: 4.182529728458183 Movie Vector: [2.045428186743959, -0.21418850583988083] User Vector: [2.185634135544684, -0.7998486562596631] Predicted: 4.641876055335158 Movie Vector: [1.9803971499721986, -0.44629167484793414] User Vector: [1.9329701040216705, -0.03748259965941146] Predicted: 3.844776657165634 Movie Vector: [1.701826330701517, -0.7412308781102114] User Vector: [1.8122531516268945, -0.7239912098347865] Predicted: 3.6207847715453707 Movie Vector: [1.877070576956615, -0.6090229045196432] User Vector: [1.7501979602642859, -0.6023066034692085] Predicted: 3.652063612117752 Movie Vector: [1.5406759441848148, -0.6444405398643271] User Vector: [1.7727860086959515, -0.10474290184720571] Predicted: 2.798789329998634 Movie Vector: [1.2529047973098795, -0.6270363516697647] User Vector: [2.1932493242150177, 0.1768312031515229] Predicted: 2.6370530075201413 Movie Vector: [2.0700700483648737, -0.5674093061597426] User Vector: [1.9726536322868453, -0.40707219430077446] Predicted: 4.3145077513203 Movie Vector: [2.159601718774071, -0.16294204393753114] User Vector: [2.019361010715696, -0.1985463190626794] Predicted: 4.393367052611308 Movie Vector: [2.0855011367546727, -0.41715980093169475] User Vector: [1.8542702674700429, -0.28623455434710376] Predicted: 3.9864883003703757 Movie Vector: [1.678749155738157, 0.004870557386779051] User Vector: [2.025367569113263, -0.08151135383712764] Predicted: 3.3996870909817956 Movie Vector: [1.8989475090644548, -0.9709246207613572] User Vector: [2.2631697578310517, -0.6672055929575624] Predicted: 4.945446911535458 Movie Vector: [2.0740962719991525, -0.6045372140501435] User Vector: [2.174002595620105, -0.5481857085164199] Predicted: 4.840489339900762 Movie Vector: [1.1671207384808049, -0.6189923287812396] User Vector: [1.6909223171193053, -1.182657189549082] Predicted: 2.7055662313788194 Movie Vector: [2.2838507537591655, 0.09120321089095361] User Vector: [2.1306438149416578, 0.11076734207208865] Predicted: 4.87617482000564 Movie Vector: [2.40086953416401, -0.36615352268108475] User Vector: [1.7563008745424966, -0.13307401021748452] Predicted: 4.2653747801331185 Movie Vector: [1.787600405966627, 0.009088444207997077] User Vector: [1.8357640909708566, -0.3864761413556041] Predicted: 3.278100167430027 Movie Vector: [1.914436534678373, -0.2024313958364279] User Vector: [1.691943694518859, -0.11144896177464064] Predicted: 3.261679592302169 Movie Vector: [1.9465815604409502, -0.4660579353787191] User Vector: [1.9511009782037492, -0.35937049826044165] Predicted: 3.965464659185001 Movie Vector: [1.9364758948883773, 0.6568374907347413] User Vector: [1.9690934846235206, -0.5587264558856689] Predicted: 3.446109584464147 Movie Vector: [1.8501836371540157, -0.8112584830626649] User Vector: [2.0102282216009777, -0.6470362501111104] Predicted: 4.24420500930304 Movie Vector: [1.5216186888352758, -1.2675060795733957] User Vector: [2.0174372646921443, -0.8774130290769215] Predicted: 4.181896594160192 Movie Vector: [1.8907691375387692, -0.6662524133783702] User Vector: [1.8969488738495852, 0.022912960972145624] Predicted: 3.5714265706183834 Movie Vector: [1.7861690878291023, -0.17292251991115493] User Vector: [1.6873903356206639, -0.20550192494277758] Predicted: 3.049500367294902 Movie Vector: [1.9488878328851895, -0.38184898911467957] User Vector: [1.6728265347173386, -0.46247924251266476] Predicted: 3.436748511278099 Movie Vector: [1.8040830987553569, -0.42286535660515095] User Vector: [1.7434645871827499, -0.11689675073383032] Predicted: 3.194786581199929 Movie Vector: [1.6461042143140463, -0.6222004855505823] User Vector: [2.036522611175234, 0.5574416322312495] Predicted: 3.0054879985610063 Movie Vector: [1.949037632053594, -0.46651031569581153] User Vector: [1.5905422068486095, -0.2024029675779454] Predicted: 3.1944496888200677 Movie Vector: [1.8980885441185125, -0.602990177488925] User Vector: [1.8960173422592361, -0.6387676250277399] Predicted: 3.983979400381941 Movie Vector: [1.341053269265032, -2.0723180690444054] User Vector: [1.929753110617303, -0.014421248819055633] Predicted: 2.6177871323736133 Movie Vector: [2.032910193827682, -0.4973685390110569] User Vector: [1.5547433841183267, 0.38966261012440445] Predicted: 2.9668477512554836 Movie Vector: [1.8053457736680114, -0.39367746063373477] User Vector: [2.0105586887127, -0.46371047389015096] Predicted: 3.8123059932093124 Movie Vector: [1.7309154033077485, -0.2442211401334526] User Vector: [1.9953780873521534, -0.3154994833430071] Predicted: 3.5308823103541407 Movie Vector: [2.373579983521326, -0.5309583110461165] User Vector: [1.992605395889266, -0.46610879157097856] Predicted: 4.977092619475622 Movie Vector: [2.0491269684204205, -0.8009957954357358] User Vector: [1.9154238669404615, -0.35952985897507844] Predicted: 4.212928607076468 Movie Vector: [1.7097231193281266, -0.9557596648624219] User Vector: [1.2278873846510612, -0.16104572971507206] Predicted: 2.253268462129269 Movie Vector: [0.9326932723351795, -1.3080046237053933] User Vector: [1.9770431708744658, -0.8068540744088758] Predicted: 2.89934372457317 Movie Vector: [1.7883498575152412, 0.033813652308786926] User Vector: [1.49001987085082, -0.20990437512999438] Predicted: 2.6575791901722035 Movie Vector: [1.4302443530986537, -0.5446450279559569] User Vector: [2.3036607296237173, -0.9187093553372351] Predicted: 3.795168232520494 Movie Vector: [1.6725311750603364, -0.3630454175077876] User Vector: [2.010811809544923, -0.26725226063016516] Predicted: 3.4601701471837503 Movie Vector: [2.32237400645485, -0.471208176368463] User Vector: [1.8329222160985217, 0.37546623273962515] Predicted: 4.07980815170365 Movie Vector: [1.0151518240050645, -0.930074374323489] User Vector: [2.0598548231902267, -0.765116075852791] Predicted: 2.802680236480816 Movie Vector: [1.7178809090198006, -0.36736166758397004] User Vector: [2.0630694758536303, -0.36321459318368454] Predicted: 3.6775387851932293 Movie Vector: [1.2852324134644753, -0.5778082390694692] User Vector: [2.029312894828195, -0.023864315177982962] Predicted: 2.621927707424211 Movie Vector: [1.3781053575053333, -0.3570925039829607] User Vector: [1.645565783329823, -0.11618594397524702] Predicted: 2.3092521517960343 Movie Vector: [1.9230967911238421, -0.45606480712536346] User Vector: [2.033002305725433, -0.6900498534835241] Predicted: 4.224367663823802 Movie Vector: [1.7917045509477887, -0.42203539307842036] User Vector: [1.8491181976826427, -0.3077508913955831] Predicted: 3.442955258448733 Movie Vector: [1.5325541755091643, -0.13388400894532856] User Vector: [2.0535324511575395, -0.3320435583149244] Predicted: 3.19160505529673 Movie Vector: [1.7725693431516487, -0.14325709041727075] User Vector: [2.2484309340536917, -0.591043783696547] Predicted: 4.070170956658982 Movie Vector: [1.834530797443332, -0.975313951849079] User Vector: [1.89230359669623, -0.672877234584806] Predicted: 4.127755781024208 Movie Vector: [2.0031069370626535, -0.3843706853653013] User Vector: [1.8251194118649923, -0.8948323204509606] Predicted: 3.999856667173235 Movie Vector: [2.0656243733391926, 0.26242966893464503] User Vector: [2.078276346916375, -0.7048121233698784] Predicted: 4.107974664527722 Movie Vector: [1.7433677597743344, -0.3858598233615803] User Vector: [2.185697675048166, -0.25194197362630044] Predicted: 3.9076891447335043 Movie Vector: [2.0890362156635516, -0.12868267125942912]
avg loss: 1.02661356635343: 88%|█████████████████████████████████████████▌ | 61839/70000 [01:39<00:11, 736.58it/s]
User Vector: [0.9286561676916871, -0.2575026913659319] Predicted: 1.973132500388719 Movie Vector: [1.7004625145735188, 0.1184023066510441] User Vector: [1.8754321973686132, 0.2695849003855495] Predicted: 3.221021624293513 Movie Vector: [2.025498621775791, 0.11935640591008474] User Vector: [2.2253853560165693, -0.28145188937576954] Predicted: 4.473921885579094 Movie Vector: [1.3835690580557627, -1.1685249537428262] User Vector: [1.9263584009552084, -0.4548308152179174] Predicted: 3.196731035600732 Movie Vector: [1.6845749288952339, 0.06291411635955951] User Vector: [1.8354235892435622, -0.44246522756001516] Predicted: 3.0640712535308388 Movie Vector: [2.009672969035392, -0.08920521811051986] User Vector: [1.73065564970794, -0.11389441901376965] Predicted: 3.4882118544161256 Movie Vector: [1.1773612415221644, -1.060453548300069] User Vector: [1.9803041977479616, -0.44235676679138003] Predicted: 2.8006322118105587 Movie Vector: [1.5448211167806152, -0.9277229968361711] User Vector: [1.9225737003195975, -0.2099457392793138] Predicted: 3.1648039412379507 Movie Vector: [1.9622234825115117, -0.40175069718220197] User Vector: [2.1045029070462937, 0.45597662697280744] Predicted: 3.9463160954348644 Movie Vector: [2.3447794880790873, 0.09249761740669514] User Vector: [1.9096755923728919, 0.09176093810868749] Predicted: 4.486255826027294 Movie Vector: [1.7627174637531908, 0.8536151883961981] User Vector: [1.522552196033125, -0.0806407786360792] Predicted: 2.6149931519755083 Movie Vector: [1.9055628664646078, -0.8290835083419495] User Vector: [1.999798284392737, -0.02760237678151809] Predicted: 3.8336260265390267 Movie Vector: [1.5453963597461753, -0.9217805755564148] User Vector: [1.7202595567896373, 0.007147734019639585] Predicted: 2.6518942145027267 Movie Vector: [1.190259721498343, -0.520235997559689] User Vector: [2.4429540569250014, -0.4804284525364308] Predicted: 3.157685990690147 Movie Vector: [2.2563502375305755, -0.2312113002071528] User Vector: [1.8156673572835318, -0.11742577519927738] Predicted: 4.123931639044867 Movie Vector: [2.036354918344966, 0.3113782500778277] User Vector: [2.0173900914251526, -0.766739691737702] Predicted: 3.869376171415511 Movie Vector: [1.613387295972326, 0.080075305953769] User Vector: [1.8473501193488802, -0.7923467973308918] Predicted: 2.917043801552684 Movie Vector: [1.7879007009670524, -0.9660131830920097] User Vector: [1.5983192329220781, -0.5653356619474039] Predicted: 3.403757779223745 Movie Vector: [1.6710533635311675, -0.37752425530974704] User Vector: [1.806216638219489, -0.300569351673525] Predicted: 3.1317566092221165 Movie Vector: [2.0829573421917478, -0.7217130666627836] User Vector: [1.547289290874114, -0.06866157022221048] Predicted: 3.2724915413278524 Movie Vector: [2.141948146610662, -0.6410000732818267] User Vector: [1.9273880460816275, -0.361032817944471] Predicted: 4.359787315863638 Movie Vector: [2.080440866462686, 0.13709113623952096] User Vector: [1.8443687029872566, -0.4437170034299848] Predicted: 3.7762703543504563 Movie Vector: [1.621368117633542, 0.1860556676711785] User Vector: [1.8980069122520054, -0.4904948355534252] Predicted: 2.9861085504553277 Movie Vector: [2.102836488430601, -0.6442280992482139] User Vector: [2.047665770247637, -0.8205858996825556] Predicted: 4.834550792209461 Movie Vector: [1.9644436893351123, -0.7851005317749983] User Vector: [2.1462364194434196, -0.5199766764345236] Predicted: 4.624394555176154 Movie Vector: [1.913670409020677, -0.2135416964547847] User Vector: [2.0784624752409107, -0.6667284564798339] Predicted: 4.119866460799786 Movie Vector: [2.0825667703651343, 0.2439153443442504] User Vector: [2.0412856599886586, -0.14446953263457143] Predicted: 4.215875348515428 Movie Vector: [1.7284915011404658, -0.14461347646000264] User Vector: [1.8354753345316663, 0.022683825362894587] Predicted: 3.169323129445799 Movie Vector: [1.8068823766058169, -0.06784246518712769] User Vector: [2.2366893146983626, -0.2796832737407309] Predicted: 4.060408907433191 Movie Vector: [2.047422031960319, -0.4685195308753105] User Vector: [1.8519559826231904, -0.196182217806638] Predicted: 3.8836506816962855 Movie Vector: [1.1560134624989038, -0.6386141888563683] User Vector: [1.5220581479515272, -0.06015536444767235] Predicted: 1.7979357790102233 Movie Vector: [1.9076947760787832, -0.42641733049057734] User Vector: [2.144739135716427, -0.4657593261319372] Predicted: 4.290115493758223 Movie Vector: [1.7213452991003062, -0.2988825559838185] User Vector: [1.2775065348725867, -0.5043110790128447] Predicted: 2.349759652679165 Movie Vector: [2.370545460863955, -0.16063754640247208] User Vector: [2.076328561806997, -0.4175889497107189] Predicted: 4.989111711740075 Movie Vector: [1.780365272041465, -0.13605360840097644] User Vector: [1.421049256250921, 0.01980955142779209] Predicted: 2.5272915847369366 Movie Vector: [2.200054384191684, -0.2295134366589734] User Vector: [1.6741540963365011, -0.19442235562508184] Predicted: 3.7278526024604317 Movie Vector: [1.881708667543957, -0.004059537146808855] User Vector: [2.3548710973288562, -0.7487487109929746] Predicted: 4.43422092799836 Movie Vector: [2.154002518802158, -0.42773402137113203] User Vector: [1.6584467555316356, -0.35979008306278293] Predicted: 3.726192947792307 Movie Vector: [1.9755527018930303, -0.5479049273889107] User Vector: [1.9318308874475327, -0.1300980134363856] Predicted: 3.8877150719026883 Movie Vector: [1.4726536038795786, -0.7722003387079232] User Vector: [1.7061813525679816, -0.26062472851368557] Predicted: 2.7138686213653003 Movie Vector: [2.101018661603382, 0.16834112657197653] User Vector: [1.6199359745889415, -0.5719831088042128] Predicted: 3.3072274322977857 Movie Vector: [1.9392599153105878, 0.5078290247963093] User Vector: [2.1083425434186127, 0.4551904899179543] Predicted: 4.3197831247872776 Movie Vector: [1.5902163828384128, -0.4394646829585386] User Vector: [1.8558649887164502, -0.24469630958388228] Predicted: 3.0587622955055305 Movie Vector: [2.044459414560552, -0.6047215816563397] User Vector: [2.1980900877208915, -0.227451022643213] Predicted: 4.631450516055361 Movie Vector: [1.9450680231078166, -0.17409475453078319] User Vector: [1.5260795169347678, 0.26760456196404075] Predicted: 2.921739918583193 Movie Vector: [1.9008520670323446, -0.6692513584809678] User Vector: [1.9125512489164247, -0.02337246303756072] Predicted: 3.6511190474470117 Movie Vector: [1.9485080709154412, 0.018677300669663662] User Vector: [2.0363976347620616, -0.3341974290034703] Predicted: 3.9616953210624657 Movie Vector: [2.031967485310894, -0.17968573560733575] User Vector: [1.4932809375022322, -0.24421290505854223] Predicted: 3.0781798869293535 Movie Vector: [2.1228266143075873, -0.13743398965667325] User Vector: [1.879687880234348, -0.005275197160293246] Predicted: 3.990976450144851 Movie Vector: [1.5531468088334734, 0.2036858456358234] User Vector: [1.702809925411544, 0.060260188011460214] Predicted: 2.6569879490561927 Movie Vector: [1.2356050004409311, -0.5354803169788569] User Vector: [1.7543362290116533, -0.22911150040302855] Predicted: 2.290351315880801 Movie Vector: [1.8689458084273796, -0.00039457098868368734] User Vector: [2.0433877710735104, -0.31864057957884445] Predicted: 3.8191067360681226 Movie Vector: [1.9802581372596977, -0.3916723179212967] User Vector: [1.7643869709259994, -0.29716059368675746] Predicted: 3.610331234975361 Movie Vector: [2.2393179944816546, -0.14360969158720163] User Vector: [2.032787086181962, -0.09289363407159926] Predicted: 4.5653971271766345 Movie Vector: [1.9684093466447223, -0.5293162861557875] User Vector: [2.0532230981893447, -0.4020327600316701] Predicted: 4.254386024675664 Movie Vector: [0.9563846489893489, -0.38796252837143624] User Vector: [2.694994720695038, 0.4040399477104553] Predicted: 2.420699220303262 Movie Vector: [1.5494907493470889, -0.3944856644341243] User Vector: [1.532446230070554, -0.46959098065143723] Predicted: 2.559758167380698 Movie Vector: [2.0805750979515034, -0.15992165437322386] User Vector: [1.823619289485139, -0.35855666305773426] Predicted: 3.85151785658953 Movie Vector: [1.2010957862063558, -1.1168497414924834] User Vector: [1.8789996512581297, -0.04418269236810389] Predicted: 2.3062039919591104 Movie Vector: [2.085424780460332, -0.21921728016235403] User Vector: [1.924637511692293, -0.2406170987165638] Predicted: 4.066434186227822 Movie Vector: [2.139028471896402, -0.23333636636426358] User Vector: [1.1368901673202607, 0.312146727073319] Predicted: 2.3590052542493165 Movie Vector: [2.299640507930046, 0.12321674239377481] User Vector: [1.7363374492617318, -0.25227350294901435] Predicted: 3.9618676145325655 Movie Vector: [1.860629164317388, 0.17529841176878888] User Vector: [1.932028410852353, 1.0598473341036245] Predicted: 3.780577961907415 Movie Vector: [2.079854113507163, -0.5254077161461287] User Vector: [1.986563519059898, -0.5133524301688177] Predicted: 4.401481634773058 Movie Vector: [2.2024639409933764, 0.07532770169598012] User Vector: [1.896212096086093, -0.22684576327191067] Predicted: 4.1592509961183435 Movie Vector: [1.8434867685514942, -0.3135117636274293] User Vector: [2.1371317033122614, 0.13862673962833713] Predicted: 3.8963129040812707 Movie Vector: [1.1718911743483793, -0.43184174724190294] User Vector: [1.9369373407146908, -0.21714490890080165] Predicted: 2.363652011713772 Movie Vector: [1.930835839353155, -0.287043313573911] User Vector: [1.835871804466705, -0.24687650180309856] Predicted: 3.6156313256433585 Movie Vector: [2.3647255720734894, -0.169292934420005] User Vector: [1.8854974700486582, -0.3163200165366542] Predicted: 4.5122348273192046 Movie Vector: [1.150011804698731, -0.40533971434924904] User Vector: [1.60684820577139, -0.332328887091481] Predicted: 1.982600501159739 Movie Vector: [2.0282543536483573, 0.14964613299690974] User Vector: [1.9362090649980843, 0.27387131863980013] Predicted: 3.9681082494289903 Movie Vector: [1.9640174701891835, -0.36460704368151586] User Vector: [1.5965029466705705, -0.5343066850631433] Predicted: 3.330371659329654 Movie Vector: [2.1499037087771393, 0.0038391072793859914] User Vector: [1.603990620673099, -0.023145298770811132] Predicted: 3.4483365269438466 Movie Vector: [2.0538745074345806, -0.55317946325844] User Vector: [1.9352674946362576, -0.21524671448371174] Predicted: 4.0938666342864405 Movie Vector: [1.9803492883006002, -0.2349309237281592] User Vector: [1.7354490100002478, 0.3758709477520358] Predicted: 3.3484915028780073 Movie Vector: [2.343605780814084, -0.0662079484265952] User Vector: [1.8389463552903198, -0.5405611331656968] Predicted: 4.345554752491441 Movie Vector: [1.908766940134624, -0.4493851711316482] User Vector: [1.7741639757124938, 0.08616101857343421] Predicted: 3.347746059141316 Movie Vector: [2.0160377339927633, 0.36326637441163173] User Vector: [1.9948547091586661, -0.7154105230892579] Predicted: 3.761817780558467 Movie Vector: [1.9678383488966125, -0.28664049365656813] User Vector: [1.937605041973398, -0.5694070895625698] Predicted: 3.9761086358544473 Movie Vector: [1.959840996013187, -0.16605840886551382] User Vector: [2.196178386854497, -0.02455898708414623] Predicted: 4.308238663434095 Movie Vector: [2.003116472365321, -0.3843753604002369] User Vector: [1.9647397905248996, -0.5107183781518756] Predicted: 4.1319101989771685 Movie Vector: [1.892290006082609, -0.36518883387414164] User Vector: [2.139854682078737, -0.6735790593503468] Predicted: 4.295209180572868 Movie Vector: [1.9816917770692302, 0.2908939833578699] User Vector: [1.9667246416579007, -0.8831873226483739] Predicted: 3.6405281717965323 Movie Vector: [1.6867607060608456, 0.07306330125829487] User Vector: [1.602524494040507, -0.08779972877086967] Predicted: 2.6966604090139823 Movie Vector: [1.7961421541271683, -0.39873122190693977] User Vector: [2.312649842342252, 0.3236650804621323] Predicted: 4.024792496545194 Movie Vector: [1.6012418235259276, -0.5280903601214061] User Vector: [2.2040186666016424, -0.34491110883961645] Predicted: 3.711311100471384 Movie Vector: [1.6254236285291825, -0.9759290262561624] User Vector: [2.2255545963674273, -0.23557462783188202] Predicted: 3.84737314466797 Movie Vector: [1.8655305282719747, 0.6456114707170012] User Vector: [1.6862150226574582, -0.38809991654524906] Predicted: 2.8951238440923843 Movie Vector: [1.388415577967274, -1.9428532543704584] User Vector: [1.7524855957867813, -0.38689954244383395] Predicted: 3.1848673365050706 Movie Vector: [1.5855633266629339, -0.3647557315102756] User Vector: [1.6075775567507051, -0.33258595829406173] Predicted: 2.6702286532579156 Movie Vector: [1.0979922458885132, -0.22357523460569548] User Vector: [1.5300327582852635, -0.25776213527380615] Predicted: 1.7375933344189394 Movie Vector: [2.137627005852682, -0.7117291363084846] User Vector: [1.8256548722077548, -0.1684677556619934] Predicted: 4.022472568430963 Movie Vector: [1.9060533709486116, -0.587073090343487] User Vector: [1.7337943122631667, -0.02034265221742495] Predicted: 3.316647117123805 Movie Vector: [2.128263673539497, -0.2962575721413987] User Vector: [2.1622044241126535, -0.5350782524416261] Predicted: 4.760262114579367 Movie Vector: [1.1094814517856022, -0.7875178110320423] User Vector: [2.098666245646926, -0.31305781102015706] Predicted: 2.5749698750948675 Movie Vector: [1.7286632992407778, -0.38753820592952865] User Vector: [1.8383460127453985, -0.5366662768744945] Predicted: 3.385859969661411 Movie Vector: [2.040151397083585, -0.30789124466803625] User Vector: [2.0103525677260805, -0.4757530068302626] Predicted: 4.247903785104466 Movie Vector: [1.46423656440153, -1.1345196789016938] User Vector: [1.4982096930509121, -0.0923182023771234] Predicted: 2.298470231023614 Movie Vector: [1.9268184244180213, 0.17971490514181132] User Vector: [2.118487765613448, 0.2142468272686354] Predicted: 4.120444606927675 Movie Vector: [2.123691508335853, 0.004217344659851077] User Vector: [1.8980840553679603, -0.24159007892030468] Predicted: 4.029926121863409 Movie Vector: [1.4088749908854172, -0.5581089025538807] User Vector: [2.0113542489901777, -0.03263021387854162] Predicted: 2.8519579120712333 Movie Vector: [1.9009560211123695, -0.42698976045500747] User Vector: [2.160378136790644, -1.3917092314135848] Predicted: 4.701029418356006 Movie Vector: [2.1869251967108747, -0.6494250457068252] User Vector: [1.6154626410268813, -0.533407775045962] Predicted: 3.8793043226963815 Movie Vector: [1.9243928956080272, -0.27516388388615626] User Vector: [1.7459594367931235, -1.2671905352363686] Predicted: 3.7085970054838953 Movie Vector: [2.1683329198807217, -0.14972045633639378] User Vector: [1.7705211914715324, -0.6930621341493299] Predicted: 3.942844963808475 Movie Vector: [2.3752437572592315, -0.5313474997776247] User Vector: [1.8181852196760866, -0.20815215665388168] Predicted: 4.42923422058799 Movie Vector: [1.8978759478880405, -0.23339431689189255] User Vector: [2.025651719333973, -0.5160699062061275] Predicted: 3.964883460149445 Movie Vector: [1.9194493013389071, -0.4097057605347278] User Vector: [2.0987233275575345, 0.10246724006596786] Predicted: 3.986411606262854 Movie Vector: [1.5871183980958636, -0.5252627315206038] User Vector: [1.7083678098863224, -1.2978922998913855] Predicted: 3.393116436445827 Movie Vector: [2.2934672608084203, 0.09170315129318955] User Vector: [2.3085073303967003, -0.5958990914880898] Predicted: 5.239840159058873 Movie Vector: [2.0791319885395483, 1.3151489943548789] User Vector: [2.024975597976889, -0.319675503601462] Predicted: 3.7897706246843974 Movie Vector: [1.9258231848691258, -0.7013713112482475] User Vector: [1.7770118597443456, 0.013667343646319633] Predicted: 3.4126247565485643 Movie Vector: [1.3634753221695743, -0.5180172643393215] User Vector: [1.7542921708484327, -0.9321260401902787] Predicted: 2.8747914641859413 Movie Vector: [1.72152897856762, 0.9866587568007901] User Vector: [1.0858855120494266, -0.12450906891250599] Predicted: 1.7465354132561894 Movie Vector: [1.8150397847772457, -0.43324260603034304] User Vector: [2.0291587147922665, -0.15507384021376858] Predicted: 3.7501883916367738 Movie Vector: [1.9292392209278142, -0.26297281227244035] User Vector: [1.7588547204484333, -0.21782993767624698] Predicted: 3.450534861910997 Movie Vector: [1.834895967883382, -0.6901874747477705] User Vector: [1.4874905273806753, -0.24370086236608698] Predicted: 2.8975896537458303 Movie Vector: [1.5701303116010337, -0.8738032357903349] User Vector: [1.9367238347754467, -0.0318831389627026] Predicted: 3.0687683881738836 Movie Vector: [1.7317910602637485, 0.5478239282343743] User Vector: [2.1545599075397277, -0.8077216335078388] Predicted: 3.288758348491839 Movie Vector: [2.0379770898140372, -0.0690369978788392] User Vector: [1.5342910760681259, -0.7277905079018823] Predicted: 3.1770945338832286 Movie Vector: [2.180466720508007, -0.6902749438071233] User Vector: [1.7100559567364093, -0.5428613862820431] Predicted: 4.103443716781115 Movie Vector: [1.9563538315551547, -0.33866438890309664] User Vector: [2.175689293601598, -0.021378797025391236] Predicted: 4.263658323041102 Movie Vector: [1.8948185505541653, -0.27371816499421936] User Vector: [1.8265046376115792, -0.4020501539882199] Predicted: 3.5709433004049322 Movie Vector: [1.8356099929347078, 0.034950267813824334] User Vector: [1.6856159196861338, -0.3251247720344437] Predicted: 3.082770228570183 Movie Vector: [1.4349152719346079, 0.7621028962717685] User Vector: [2.296177877323241, -0.495301761349612] Predicted: 2.9173497963964614 Movie Vector: [1.4278706773617944, -1.3426770999710977] User Vector: [1.7681454516427595, -0.11555851362520335] Predicted: 2.6798408136625818 Movie Vector: [1.9507737939698522, -0.24972865795972876] User Vector: [2.16963795197927, 0.08733053908018247] Predicted: 4.210663920800187 Movie Vector: [2.0124358909319016, -0.5883212791227018] User Vector: [1.8913001584226437, -0.437704710313841] Predicted: 4.06363131438479 Movie Vector: [1.9494212869668543, -0.17333139111807477] User Vector: [2.0230099394618146, -0.2550570247793091] Predicted: 3.9879080286518236 Movie Vector: [2.2203305505339856, -0.22942229090616906] User Vector: [1.6519751976393795, 0.1009429103083721] Predicted: 3.644772446309451 Movie Vector: [1.5876553480357716, 0.07849312375816955] User Vector: [2.4096083740457974, -0.6667193799287534] Predicted: 3.7732947349248724 Movie Vector: [1.7940522436875619, -0.39902371367037454] User Vector: [1.9406766419430526, -0.6717420829539309] Predicted: 3.7497163043189268 Movie Vector: [1.978979885326965, 0.40019697927756687] User Vector: [1.476274684732224, -0.6280442131268982] Predicted: 2.6701765093563368 Movie Vector: [2.03034755731526, -1.0853292768469496] User Vector: [2.366018394440137, 0.09484511601540836] Predicted: 4.700901486537037 Movie Vector: [2.2722869528072116, -0.20402478199537996] User Vector: [1.6148458469507136, -0.11141388612969863] Predicted: 3.6921243426498878 Movie Vector: [1.8058117166485919, -0.3548309280329598] User Vector: [1.614360795250868, -0.24088963167016147] Predicted: 3.0007067305211974 Movie Vector: [2.2089353965299843, -0.5840917978915537] User Vector: [1.9648317958434491, -0.3202238863327428] Predicted: 4.527226647562082 Movie Vector: [1.3242009739779657, -0.24334937754113561] User Vector: [1.931313896241707, -0.30164548089853027] Predicted: 2.630852982475202 Movie Vector: [1.9835831068900216, -0.24891776513565697] User Vector: [1.8960761408470523, 0.11326420747394476] Predicted: 3.7328311289671627 Movie Vector: [1.9429378467163765, -0.28862352448587425] User Vector: [2.080391139134664, -0.3428397893575931] Predicted: 4.141022308536517 Movie Vector: [2.365343387566653, 0.11367073184910109] User Vector: [2.2431198337649474, -0.5015168986012297] Predicted: 5.2487408734168355 Movie Vector: [1.8098233490524391, -0.13630676866813832] User Vector: [1.6232041560999328, -0.4187816058726716] Predicted: 2.9947955494627765 Movie Vector: [1.950947078600791, -0.4473367225420223] User Vector: [1.842360161616595, 0.18338004230726102] Predicted: 3.5123145479310294 Movie Vector: [2.1918802670024973, -0.12373272279832193] User Vector: [1.6742853065278203, -0.9514149447496377] Predicted: 3.787554086335444 Movie Vector: [1.969900852546699, -1.0877523665152276] User Vector: [1.8422600987383697, -0.495090450521295] Predicted: 4.167605548311109 Movie Vector: [1.6741464409582154, -0.5040719944312129] User Vector: [1.9054991295379637, -0.7353030528540367] Predicted: 3.560730262328453 Movie Vector: [2.0728971590790994, -0.6974135438809403] User Vector: [1.318304588492161, -0.5113949723788977] Predicted: 3.0893636162960045 Movie Vector: [2.101794317486121, -1.0095314024827045] User Vector: [2.2495159250436325, -0.2983703228984309] Predicted: 5.029233998886112 Movie Vector: [1.7120975131245322, -0.3683040862913705] User Vector: [1.7355319742155024, -0.1904929285652325] Predicted: 3.0415593010026565 Movie Vector: [1.6538876110501575, -0.44785975192358357] User Vector: [1.6943274322942492, -2.1187420706124684] Predicted: 3.751126447468443 Movie Vector: [2.1615823069809075, -0.2892294077283306] User Vector: [2.1959558284505696, -0.6011577154051219] Predicted: 4.920611755668292 Movie Vector: [1.7207805240470135, -0.5069958093171093] User Vector: [1.8348489033095174, -0.13949822576563775] Predicted: 3.2280972732543898 Movie Vector: [1.7023835342759146, -0.4057227877999494]
avg loss: 1.0265457027130762: 89%|███████████████████████████████████████▊ | 61988/70000 [01:39<00:11, 694.96it/s]
User Vector: [1.89955481583433, 0.03224391606837762] Predicted: 3.220688749414031 Movie Vector: [1.9663415281773415, -0.40085845200347686] User Vector: [2.0656489108750664, 0.11292811674853108] Predicted: 4.016503046020455 Movie Vector: [1.8302335764109006, -0.19948554994084278] User Vector: [2.1280178831825753, -0.23917569744847872] Predicted: 3.9424818765415934 Movie Vector: [1.6528511006038922, 0.12168109146682785] User Vector: [1.550607134465768, -0.38766097288375495] Predicted: 2.5157516985064046 Movie Vector: [1.9926094304119921, -0.06141600555036052] User Vector: [1.9531539412459458, -0.11313572721725142] Predicted: 3.89882130682374 Movie Vector: [1.8454931215967258, 0.6413098637371554] User Vector: [1.741192068794176, -0.12122668358410447] Predicted: 3.1356141184077955 Movie Vector: [1.597851641751361, -1.499591374191565] User Vector: [2.0197579783198156, -0.10866583549436552] Predicted: 3.390227951175398 Movie Vector: [2.0375242256698916, -0.02367678643288125] User Vector: [2.101310799741411, -0.7539074083938699] Predicted: 4.299321764833608 Movie Vector: [2.0029848391037137, -0.377648376147438] User Vector: [1.9241702969124301, -0.02282731980249983] Predicted: 3.862704632824501 Movie Vector: [1.9644655708027354, -0.2673355111972608] User Vector: [1.7431859563936778, 0.2668962350836176] Predicted: 3.353077953399515 Movie Vector: [1.2097559613195372, -0.3499765052452696] User Vector: [1.6259401993725344, 0.23513521115116004] Predicted: 1.8846990494812088 Movie Vector: [2.0741728275188622, -0.42940087858568843] User Vector: [2.0572738796080046, 0.12867319352880804] Predicted: 4.2118891974955375 Movie Vector: [1.7358313332938549, 0.076059970411064] User Vector: [2.18991502310968, 0.837774472945822] Predicted: 3.865044215988123 Movie Vector: [1.8745311192260035, -0.5109343953085086] User Vector: [2.0550472516051186, -1.0311897406392725] Predicted: 4.37912033119553 Movie Vector: [1.7400296846604277, -0.10670556583053199] User Vector: [2.0206441929373975, -0.35414212337626244] Predicted: 3.553769813507074 Movie Vector: [1.991333683829939, -0.4465037473054431] User Vector: [1.5702546762487766, -0.6518800587100958] Predicted: 3.417967918013414 Movie Vector: [1.4788285348625547, -0.5027984107237193] User Vector: [1.7082979082285885, -0.4296233243385435] Predicted: 2.742293617421711 Movie Vector: [2.229059633472663, -0.38272075856230975] User Vector: [1.814333800383657, -0.062477325443146485] Predicted: 4.068169605466804 Movie Vector: [2.082771723886161, 0.33330043196136794] User Vector: [1.4866155294965535, -0.532015018247172] Predicted: 2.9189599537337574 Movie Vector: [2.1247995298520643, -0.16271172482323035] User Vector: [1.9469070424240549, -0.1652345020568587] Predicted: 4.163672759238284 Movie Vector: [1.885571476131947, -0.15331409458289427] User Vector: [2.1471934098961287, 0.04847080483808465] Predicted: 4.041255389881178 Movie Vector: [1.1055328494773782, -0.0825714106750147] User Vector: [1.7200736468755986, -0.31083634073811317] Predicted: 1.9272641152851315 Movie Vector: [2.181967233237651, -0.226400682278869] User Vector: [1.6730103653866262, -0.2513878910329473] Predicted: 3.7073681881870737 Movie Vector: [1.675254999241512, -0.631205995574582] User Vector: [1.7921350578983606, -0.6584810780127273] Predicted: 3.4179204194742523 Movie Vector: [2.208342796634695, -0.1545194923445126] User Vector: [1.6427113965893594, -0.20701732361704558] Predicted: 3.659658091359657 Movie Vector: [1.8723421733363579, -0.37609850194134103] User Vector: [2.1618849155000532, -0.20979109167368346] Predicted: 4.126690416489569 Movie Vector: [1.653229067995485, 0.0691759908876589] User Vector: [1.7747464967434674, -0.12478176209987804] Predicted: 2.9254305947014876 Movie Vector: [1.0010700070993894, -0.6441281936569087] User Vector: [1.6877739256749944, 0.01791873190057561] Predicted: 1.6780378953458908 Movie Vector: [1.646208325445523, -0.36107205339988074] User Vector: [2.092939549894627, -1.0803356960629422] Predicted: 3.835493539829377 Movie Vector: [1.4301293489880633, -0.8331873143807397] User Vector: [1.7577224947194487, -0.6768984404390203] Predicted: 3.0777537207726984 Movie Vector: [1.9052738441553827, -0.5270945525409922] User Vector: [1.9152914780429022, -0.5104456686966939] Predicted: 3.9182078883870166 Movie Vector: [2.1797080009048444, -0.15618293043250053] User Vector: [1.8820949572075942, -0.49485977081186105] Predicted: 4.179706085846606 Movie Vector: [2.0470353675433817, -0.36224543452649977] User Vector: [2.1641234785288392, -0.8704669568092026] Predicted: 4.7453599812898535 Movie Vector: [1.7563420890805428, -0.40480687050301833] User Vector: [1.9795276010243053, -0.1432270954485243] Predicted: 3.5347069544553777 Movie Vector: [1.9380055613401173, 0.012028478262333088] User Vector: [1.9900625337111932, -0.1096496678498319] Predicted: 3.855433339100693 Movie Vector: [1.826905451126793, -0.22518549692928672] User Vector: [1.8400014000951246, -0.28751021142399413] Predicted: 3.426251717746471 Movie Vector: [1.5488474222077808, -0.12259718816093898] User Vector: [1.8107961044674694, -0.6198369135809257] Predicted: 2.880637141271708 Movie Vector: [2.126817410682796, -0.1640241080784429] User Vector: [1.5747561517533513, -0.031022523599085212] Predicted: 3.354307242892549 Movie Vector: [1.5248981893620954, -0.5904647783076153] User Vector: [1.8072242918612722, -0.38621332302634437] Predicted: 2.983878414590647 Movie Vector: [2.0904448430881213, -0.16186222546820014] User Vector: [1.7411589483534593, -0.4055937033406364] Predicted: 3.70544704404083 Movie Vector: [1.6367279879919594, -0.13574959235303502] User Vector: [1.4547516116706751, -0.6464486565852534] Predicted: 2.4687878200064195 Movie Vector: [1.7204300744244025, -0.057032173951046185] User Vector: [1.8898735151355053, 0.07491238105428662] Predicted: 3.2471228163499095 Movie Vector: [2.1241514210331895, -0.23742103775024356] User Vector: [1.9491315616650795, -0.30491984625184115] Predicted: 4.212644962819275 Movie Vector: [1.350187591951347, -0.24740814079591314] User Vector: [2.1363323878789964, -0.8134876128177161] Predicted: 3.0857129402457497 Movie Vector: [2.06019385245298, 0.259715925909945] User Vector: [1.8834928863635734, -0.558849763482431] Predicted: 3.7352182818577604 Movie Vector: [2.3373915590221856, -0.2699412097461807] User Vector: [1.7611286386064842, -1.091204519497101] Predicted: 4.411008282304577 Movie Vector: [1.725115607454825, 0.2435677381139079] User Vector: [1.9182789390052437, -0.08024642700784634] Predicted: 3.2897074964118045 Movie Vector: [2.05083094818103, -0.6614999623839272] User Vector: [1.9668681321330217, -0.48904423700201516] Predicted: 4.357216780750326 Movie Vector: [1.6692576023695722, -0.4670797955896988] User Vector: [1.8671947588223847, -0.8579605961450328] Predicted: 3.517565106140324 Movie Vector: [1.9674109627947658, -0.43657239984391627] User Vector: [1.957043494783282, -0.6753823127322908] Predicted: 4.1451621033844805 Movie Vector: [1.9310825346513754, -0.5741781598099193] User Vector: [1.8430912745812156, 0.1199132228094212] Predicted: 3.4903098165025375 Movie Vector: [2.059818449022443, -0.1344288557363016] User Vector: [1.797493531828771, -0.22309675828684247] Predicted: 3.7325009807943914 Movie Vector: [1.4871667663967707, -0.7001681224363925] User Vector: [1.2359954312214516, -0.4837025609080262] Predicted: 2.176804442619436 Movie Vector: [1.8866145973971342, -0.07807568535547238] User Vector: [1.7864380039391792, -0.11840124089801532] Predicted: 3.3795642736067055 Movie Vector: [1.373423704769466, 0.33820233912218883] User Vector: [1.982022344700891, -0.5207994102935432] Predicted: 2.546020892820228 Movie Vector: [1.664910865842765, -0.30713691001268795] User Vector: [1.9224868174418295, -0.22319213370969718] Predicted: 3.269319734085113 Movie Vector: [2.2715199331497713, -0.14508124516374987] User Vector: [1.5195349396721094, -0.38994847390267967] Predicted: 3.5082281147262364 Movie Vector: [2.248361936055185, -0.194787174060191] User Vector: [1.9454536502795634, -0.4067157940179189] Predicted: 4.453306955810583 Movie Vector: [1.5026814313503771, -0.8229377872103457] User Vector: [2.2901213900348076, -0.8433083985133057] Predicted: 4.135313235752061 Movie Vector: [1.584412930224492, -0.084278780091878] User Vector: [2.037448532028326, -0.09356444866560391] Predicted: 3.2360452964060964 Movie Vector: [1.8477197241507262, -0.38076215959542825] User Vector: [2.0548104203117576, -0.5028755188197681] Predicted: 3.988189711553965 Movie Vector: [1.8257189106560527, -0.9721805656296315] User Vector: [1.789508660784507, 0.260592381230225] Predicted: 3.0137969541938894 Movie Vector: [1.511364012173641, -0.5499678532884016] User Vector: [1.576728030058285, -0.19909648653850964] Predicted: 2.492506668914378 Movie Vector: [1.8356316075633747, -0.5289057815648899] User Vector: [1.94791254390146, 0.020718997125001637] Predicted: 3.56469143698706 Movie Vector: [1.101023699543345, -0.09774617344263788] User Vector: [1.8038295115556917, 0.1779863283641929] Predicted: 1.9686615596358077 Movie Vector: [1.41212195676321, -0.7560446964067817] User Vector: [1.562688938082476, -0.17956684407751877] Predicted: 2.3424679211725605 Movie Vector: [1.9649951387949274, -0.9389889007948492] User Vector: [1.6393513616779858, -0.3103205583597958] Predicted: 3.5127050164623954 Movie Vector: [1.6623789568184646, -0.376080762460318] User Vector: [1.5688571814761272, -0.023208036949093395] Predicted: 2.616763260970463 Movie Vector: [1.4544716005771567, -1.329224962393021] User Vector: [1.8786883541571042, -0.19568016483522307] Predicted: 2.992601817200707 Movie Vector: [1.449930786266103, -2.5761937699283903] User Vector: [1.9512350683015913, -0.13360234608435798] Predicted: 3.1733413284028593 Movie Vector: [1.9778741144656782, -0.31640566395411346] User Vector: [1.8081203705110656, -0.3865602988998732] Predicted: 3.6985443447036426 Movie Vector: [1.5843695835445217, 0.1761530628863008] User Vector: [1.9055994326530956, -0.7080996932244892] Predicted: 2.894439849724918 Movie Vector: [1.9329356999809473, -0.25194324406057184] User Vector: [1.602629340249305, -0.29277264190162666] Predicted: 3.1715415547776744 Movie Vector: [2.01825499739218, -0.3389723644366792] User Vector: [1.753669332063795, -0.6745370850062393] Predicted: 3.7680013238159513 Movie Vector: [1.6378049426377974, -0.9772395865398631] User Vector: [1.5704765736561068, -0.3369255544078497] Predicted: 2.901391284115086 Movie Vector: [2.3931466424185364, 0.24844704183402877] User Vector: [2.181820337410354, -0.7590693480139926] Predicted: 5.032827480773106 Movie Vector: [1.759553724432037, -0.42900221005079775] User Vector: [2.3060556637389076, 0.5608426680699206] Predicted: 3.817026087786606 Movie Vector: [1.5012149828514372, -0.6351879405670905] User Vector: [2.042806350344691, -1.0693397017983024] Predicted: 3.745923183153403 Movie Vector: [2.2354586357319017, -0.17007464640708003] User Vector: [1.9150245426435417, -0.5055388778959004] Predicted: 4.366937497394218 Movie Vector: [2.115185189998641, -0.6491767439603322] User Vector: [2.2345972325432517, -0.24100396389108936] Predicted: 4.883041140447786 Movie Vector: [1.9251734280030537, -0.6695485793322434] User Vector: [2.0250835491231673, -0.4993404410755143] Predicted: 4.232969721183284 Movie Vector: [1.7490035162280932, -0.0032398421406287055] User Vector: [1.7061741280274467, -0.29901331603505243] Predicted: 2.985073305159305 Movie Vector: [2.070513247592034, 1.099154887483183] User Vector: [1.8175774605002402, -0.22440748523526668] Predicted: 3.516659626306281 Movie Vector: [1.598982368648831, -0.5984746749698601] User Vector: [1.6597746591754272, -0.229316192691699] Predicted: 2.791190349838121 Movie Vector: [2.0053184778925983, -0.3958930165680095] User Vector: [1.8819655897204683, -0.19839631456864235] Predicted: 3.852484087275051 Movie Vector: [2.150917257817002, -0.22740511282881076] User Vector: [2.118711962588119, 0.010208640376283738] Predicted: 4.554852627657517 Movie Vector: [1.9781185485528516, -0.5111008730598094] User Vector: [1.4542057311961063, -0.4190209257627426] Predicted: 3.090753291278548 Movie Vector: [1.6164746200539892, -0.526359926724337] User Vector: [1.340243948951766, -0.16475304793062678] Predicted: 2.25318973039784 Movie Vector: [2.198676719428258, 0.06423933178078474] User Vector: [2.317135439756882, 0.01370465291797096] Predicted: 5.0955121249013535 Movie Vector: [1.6456968333253794, -0.6223119948075954] User Vector: [1.7287531009191042, -0.3266816337416768] Predicted: 3.048301402944787 Movie Vector: [2.242794534725289, -0.5896100844154765] User Vector: [1.6615591703342705, 0.2139926106991993] Predicted: 3.600363625089744 Movie Vector: [2.2040452618956166, -0.31261818832018184] User Vector: [1.9984549500823452, -0.23052854311787585] Predicted: 4.476752579346435 Movie Vector: [1.3502233380704358, 0.34869955973362027] User Vector: [2.011046422577468, -0.5801047536277987] Predicted: 2.513079541517764 Movie Vector: [2.121621064692291, 0.004480872843354664] User Vector: [1.7848084091650163, -0.23436845352868924] Predicted: 3.78563694208568 Movie Vector: [2.160707286892805, -0.060703933638709365] User Vector: [1.4491581908512097, -0.35434906495859053] Predicted: 3.1527170449567876 Movie Vector: [1.9377643601184962, -0.4650757459722593] User Vector: [1.8132793040540065, -0.41489587001873623] Predicted: 3.706666016586097 Movie Vector: [1.9182844412558302, 0.7393715485361593] User Vector: [1.908303879359838, -0.4034973180339619] Predicted: 3.3623352040991623 Movie Vector: [1.2470512452887184, -0.4892115559663255] User Vector: [2.131855033031944, -0.23959392600562704] Predicted: 2.775744591058801 Movie Vector: [1.5340295690133405, -0.2222637708512232] User Vector: [2.183405958970498, -0.7322269567343128] Predicted: 3.5121568267433565 Movie Vector: [1.9064547322880439, -0.12022283346855903] User Vector: [1.9970304420442726, -0.08733593447922888] Predicted: 3.8177479102653047 Movie Vector: [1.7665907505631082, -0.11199180464935884] User Vector: [2.042829086258573, -0.33110851182535916] Predicted: 3.645924408539767 Movie Vector: [2.0695864459956956, -0.7054504904441486] User Vector: [1.0476740036083703, -0.19880313668552635] Predicted: 2.308497687966568 Movie Vector: [2.2716109195949854, -0.1259132732154374] User Vector: [1.7018344557766327, -0.5402586884010601] Predicted: 3.933931472924845 Movie Vector: [1.9599302877985794, 0.1399818863267653] User Vector: [2.08396830204591, 0.03847216821953478] Predicted: 4.089818000670409 Movie Vector: [1.9270408995888149, -0.36169032524512834] User Vector: [1.9156463035120024, -0.18667828037897657] Predicted: 3.75904850396023 Movie Vector: [2.0739586193629105, -0.22462942448296744] User Vector: [1.2544129227004521, -0.3726761931371012] Predicted: 2.6853145320577134 Movie Vector: [1.8465333232998107, -0.3441832823400912] User Vector: [1.7393826902678697, -0.15900249738041108] Predicted: 3.2665541009991563 Movie Vector: [1.6271094457916155, -0.3755590220974907] User Vector: [0.8708122767725145, -0.1079742115642733] Predicted: 1.457457570354687 Movie Vector: [1.79218051213433, 0.5199792941267066] User Vector: [1.786613362628636, -0.35869225412492567] Predicted: 3.01542110611323 Movie Vector: [1.1653634785466893, -0.1326603129562761] User Vector: [1.8801782856414944, -0.7961839047276178] Predicted: 2.2967131132150382 Movie Vector: [1.728843581275029, -0.45281421525875726] User Vector: [1.873468694404229, -0.3798854540115141] Predicted: 3.4109518607869003 Movie Vector: [1.6246360754860671, 0.057447823748129845] User Vector: [1.89576751750343, -0.2415946792299796] Predicted: 3.0660532111198466 Movie Vector: [1.62272930881116, -0.14788701535285365] User Vector: [2.0236682413805624, 0.10637619094689069] Predicted: 3.268134109214835 Movie Vector: [1.2354865171452136, -0.10605547636995774] User Vector: [1.985521850873148, -0.35198828116523684] Predicted: 2.4904157610866053 Movie Vector: [1.989533277457523, -0.26192611991225007] User Vector: [1.4293934031299682, -0.39162824176896327] Predicted: 2.946403407919929 Movie Vector: [2.2776845290036634, -0.23852875708550333] User Vector: [1.613451168812537, -0.9063102982639284] Predicted: 3.89111383448588 Movie Vector: [1.2817261475611268, -0.24488275890461378] User Vector: [2.2209926779219313, 0.9093415991511995] Predicted: 2.6240223092474686 Movie Vector: [2.314053540952071, -0.16430910378125] User Vector: [1.824315857928332, -0.2051751274993572] Predicted: 4.255276712171695 Movie Vector: [1.8611897867054323, -0.6124213441986528] User Vector: [1.9827832308647644, -0.7696854436727989] Predicted: 4.1617076925605305 Movie Vector: [1.5330824218082522, -0.2082640893642995] User Vector: [1.9473094039251284, -0.19907703434006863] Predicted: 3.0268464142497 Movie Vector: [2.0074938840609415, -0.5877430863456273] User Vector: [1.6675518881960203, -0.41044225092904846] Predicted: 3.588834812235471
avg loss: 1.026618745981918: 89%|████████████████████████████████████████▊ | 62059/70000 [01:39<00:11, 680.70it/s]
Movie Vector: [2.0403918687387925, -0.39681015247872875] User Vector: [1.8346280787427012, -0.29925126325402374] Predicted: 3.862106153427762 Movie Vector: [1.5696645030287626, -0.9054382695372439] User Vector: [1.6244649889338363, -0.39782750407752066] Predicted: 2.9100732764087254 Movie Vector: [2.3170420226602206, -0.4723004103164259] User Vector: [2.3712434462495295, 0.21293973808985497] Predicted: 5.393699185245292 Movie Vector: [1.7088663499595802, 0.44400023438663955] User Vector: [1.9349028429167896, -0.000917096898485438] Predicted: 3.306083167463746 Movie Vector: [1.5182122961108022, -0.13156501531770348] User Vector: [1.6841675714766693, -0.20518992284809562] Predicted: 2.583919731069496 Movie Vector: [1.795813603744087, -0.3451247072310295] User Vector: [1.6329332856319743, -0.16112921805438435] Predicted: 2.9880534825518126 Movie Vector: [1.7028077054578763, -0.37999021161526636] User Vector: [1.9132937997378385, -0.2043728110712941] Predicted: 3.335631092725758 Movie Vector: [2.479191893156687, -0.40262729673027736] User Vector: [2.315237903238236, -0.23529811267414258] Predicted: 5.834656483469047 Movie Vector: [2.0909973554780117, -0.4074375937023199] User Vector: [1.7705112753932788, -0.28678199256963344] Predicted: 3.8189801596610757 Movie Vector: [1.8954608718006318, -0.2306341007508883] User Vector: [1.878207701953365, -0.29221954384427445] Predicted: 3.6274649998835455 Movie Vector: [1.5862058161504478, -0.9661696574557009] User Vector: [2.095145480832388, -0.635717650002948] Predicted: 3.937543051519552 Movie Vector: [1.551116312730034, -0.5918614509145419] User Vector: [2.2222426209150266, -0.5806891271474898] Predicted: 3.790644289469055 Movie Vector: [1.9012175014546475, -0.3107896962455838] User Vector: [2.1154997984142234, -0.7036194370175689] Predicted: 4.240702912172079 Movie Vector: [1.3180218337302545, -1.3150126462261338] User Vector: [1.841345774768416, -0.3131591550219474] Predicted: 2.838742183727075 Movie Vector: [1.9573241620022819, -0.18006671974840038] User Vector: [2.0711239294117654, -0.05748514329285165] Predicted: 4.064212070725767 Movie Vector: [2.2757092736075846, -0.12721432300669908] User Vector: [1.792513421800184, -0.30272368266062016] Predicted: 4.117750205404508 Movie Vector: [2.1585550344641833, -0.46609897795609495] User Vector: [1.516665325647463, -0.3048176516984666] Predicted: 3.4158807701932234 Movie Vector: [1.8655676845209868, 0.8317224843818969] User Vector: [1.9504701286293946, 0.2689424659323645] Predicted: 3.862419537515551 Movie Vector: [1.9411595843486786, -0.382776600150418] User Vector: [1.9949239602141198, -0.21122746600471962] Predicted: 3.953318696712135 Movie Vector: [2.191457000898536, 0.07664447302776094] User Vector: [1.7887481023602092, -0.16820392870776435] Predicted: 3.907072650284246 Movie Vector: [1.539788605593781, 0.06293693511433446] User Vector: [2.138020149404641, -0.6206596443932679] Predicted: 3.253036648815915 Movie Vector: [1.993115217198588, -0.097469890844197] User Vector: [1.994587273510168, -0.46655212796646545] Predicted: 4.020917031849777 Movie Vector: [1.4818702986161956, 0.07564174876764798] User Vector: [1.701774134089522, -0.15698504456259682] Predicted: 2.5099339209594755 Movie Vector: [2.099397279972707, -1.0092134652550038] User Vector: [2.0404913134700373, -0.23649091239995074] Predicted: 4.522471726511404 Movie Vector: [1.7466038282174168, 0.08018109893050915] User Vector: [1.834856428237967, -0.28694468843654536] Predicted: 3.181759721338654 Movie Vector: [1.3200911898369256, -1.1768737057522893] User Vector: [1.857585025493818, -0.3464870401852739] Predicted: 2.8599531135053757 Movie Vector: [1.960607814591167, -0.15162022215367643] User Vector: [1.8575449131089643, -0.14524186601883282] Predicted: 3.6639386765872954 Movie Vector: [2.2627157201953847, 0.06994369915993771] User Vector: [2.1204521038275357, -0.25549501860034896] Predicted: 4.780110042534096 Movie Vector: [1.635776323708266, -0.24025987129549048] User Vector: [1.4661067177020586, 0.17119773158956922] Predicted: 2.357090711888876 Movie Vector: [2.0184073432700975, -0.5093045274586814] User Vector: [2.116857893131876, 0.11633794961019144] Predicted: 4.213430071704916 Movie Vector: [2.3428984516334235, -0.2751608230643193] User Vector: [2.14476920392909, 0.18924451633944625] Predicted: 4.972903770120145 Movie Vector: [1.6744823433439313, -0.025225343012499762] User Vector: [1.8726016324998305, -0.25986254867032377] Predicted: 3.142193491664299 Movie Vector: [1.6075669225290468, 0.07298375022570967] User Vector: [1.7036491112776735, -0.15286387048652553] Predicted: 2.7275733803438715 Movie Vector: [1.959306136711358, -0.46956715713713415] User Vector: [1.8617328662916879, 0.2686310231990882] Predicted: 3.521564323960095 Movie Vector: [1.629983005094876, -0.5139472310918548] User Vector: [1.9100521535260542, -0.7995846262499041] Predicted: 3.5242968537770913 Movie Vector: [1.7568101000469143, -0.45479087808608193] User Vector: [1.6925221284244423, -0.30299079094536635] Predicted: 3.1112374176350004 Movie Vector: [1.3927450243642967, 0.2812910076051621] User Vector: [1.6537359943351224, -0.2621141532470683] Predicted: 2.229502223447943 Movie Vector: [0.8313034274262682, -0.34688616458509175] User Vector: [0.8545566333312637, -0.2529382295585762] Predicted: 0.7981366305466502 Movie Vector: [2.013690719718763, -0.370134284543539] User Vector: [2.168777898548733, -0.2824718766815857] Predicted: 4.471800453417954 Movie Vector: [2.1939707557792665, -0.5184588183399913] User Vector: [1.8646369468193553, 0.26859067388408747] Predicted: 3.951705728068119 Movie Vector: [2.3450167491931486, -0.27497391428344964] User Vector: [1.735071798657769, -0.6689975434771699] Predicted: 4.252729302081081 Movie Vector: [1.9503129333631573, -0.17344380810256904] User Vector: [2.0847749427501716, -0.6954977350745721] Predicted: 4.186593309695141 Movie Vector: [1.9570559351429773, -0.4329988448654429] User Vector: [2.360072696260302, -0.35806041813584355] Predicted: 4.773834025029971 Movie Vector: [1.5182239651043445, -0.3849045126871614] User Vector: [1.223202941504381, -0.5679284468406177] Predicted: 2.0756942420504436 Movie Vector: [2.0507827318693606, -0.5178953138146928] User Vector: [1.7782079852267376, -0.14947888777933727] Predicted: 3.724132645270352 Movie Vector: [2.0304465986409013, 0.5473812385236565] User Vector: [1.8760496173539034, -0.16515062736145758] Predicted: 3.718818209489724 Movie Vector: [2.263244188493282, 0.13649807834133143] User Vector: [2.0723531798069548, -0.06610187753071957] Predicted: 4.681218511445967 Movie Vector: [1.8077387703609842, 0.19367881051975613] User Vector: [1.8280186494737851, -0.3269629329959099] Predicted: 3.2412543936499887 Movie Vector: [1.7097721990488204, -0.41978077996482943] User Vector: [1.6444894751889134, -0.6028508742118129] Predicted: 3.064767596485503 Movie Vector: [1.7084341613569631, 0.05211074162366111] User Vector: [1.0390406154849658, -0.15135725327778418] Predicted: 1.7672451438134547 Movie Vector: [1.8117567275569202, -0.40515190968973797] User Vector: [1.7988293542952298, -0.15468651423291113] Predicted: 3.321712721015966 Movie Vector: [1.48693832823503, -0.4025580493448694] User Vector: [2.3538048860362095, -0.7473231079524576] Predicted: 3.800803634801813 Movie Vector: [2.1423506903080245, -0.8275304706543752] User Vector: [1.9857948842256328, -0.5866260453708853] Predicted: 4.7397199684548115 Movie Vector: [2.042778513741593, -0.3689274806270666] User Vector: [2.115854718456106, -0.32525831104643843] Predicted: 4.442219286308278 Movie Vector: [1.7631050801018684, -0.1391729527933661] User Vector: [1.8971257326894864, -0.6391197416580913] Predicted: 3.4337801985319025 Movie Vector: [1.5018875906240965, -0.18083198853049182] User Vector: [2.1690401303295315, -0.5712577604085715] Predicted: 3.3609561320857533 Movie Vector: [1.8780764138713186, -0.11069905406431907] User Vector: [2.4102784117197085, -0.1637136882853697] Predicted: 4.544809986344579 Movie Vector: [1.9538925849777027, -0.2871859890874678] User Vector: [1.775381330071934, -0.3138148381766399] Predicted: 3.5590276410274853 Movie Vector: [1.8635171675627316, 0.1155530237289994] User Vector: [1.9042724750300477, -0.2532878064926617] Predicted: 3.519376277021754 Movie Vector: [1.3061301437489379, -0.3782114529040895] User Vector: [1.8745534915925444, -0.44998886012045386] Predicted: 2.6186017620156554 Movie Vector: [2.4130700328608996, -0.5356779831406311] User Vector: [2.062126949939228, -0.40311798872395815] Predicted: 5.191998178020557 Movie Vector: [1.893034159330168, -0.3484340714852707] User Vector: [2.0563948610203004, -0.561472756963646] Predicted: 4.088461955719345 Movie Vector: [1.8007305091067896, -0.09749998044055191] User Vector: [1.8847435205961096, 0.6319387332992729] Predicted: 3.332301145242449 Movie Vector: [2.368216083893794, 0.22575480104200232] User Vector: [1.5412746717917345, -0.08220795075722793] Predicted: 3.6315126278680454 Movie Vector: [2.353532545369971, -0.20952306929057715] User Vector: [1.601321450580524, -0.967466185462547] Predicted: 3.971468634153274 Movie Vector: [2.4260215920660966, 0.16192648338466928] User Vector: [1.6581197730835209, -1.5925518163793912] Predicted: 3.7647580564981755 Movie Vector: [2.181505902674463, -0.23179464670923325] User Vector: [1.8786765633985347, -1.110593521904216] Predicted: 4.35577364531743 Movie Vector: [1.8480788683933778, -0.7629564573273985] User Vector: [1.9300302209786029, -0.17574810255265247] Predicted: 3.7009362164567414 Movie Vector: [2.0232460160366554, -0.4846347769078214] User Vector: [1.9159837851851584, -0.41180845707353597] Predicted: 4.07608325988929 Movie Vector: [1.9588287745836361, 0.23979558660386763] User Vector: [1.950122078257399, -0.6085006503254745] Predicted: 3.6740394704478025 Movie Vector: [1.3926149799344603, -0.7538031714421717] User Vector: [1.8445287524147376, -0.201367555915448] Predicted: 2.720509873807208 Movie Vector: [2.0385534312546167, -0.6354127498038985] User Vector: [1.500831683344348, -0.4615422165808378] Predicted: 3.3527953868054796 Movie Vector: [2.0496743742443964, 0.545688597148765] User Vector: [1.5461017935942107, -0.6540252056810562] Predicted: 2.812111129315325 Movie Vector: [2.2421605310999078, -0.3170149136403342] User Vector: [1.6952854360738274, -0.2816962922678849] Predicted: 3.8904040194793374 Movie Vector: [2.3110076472765257, -0.2535935999760862] User Vector: [2.0028974709886858, -0.33028930004672663] Predicted: 4.712470624798097 Movie Vector: [2.122779848124023, -0.4765023682876338] User Vector: [2.386331122715466, -0.5074307996069671] Predicted: 5.307447596006374 Movie Vector: [1.3315259508058863, -0.11538669809841676] User Vector: [1.8154271336955077, -0.3697406112180253] Predicted: 2.4599514885940543 Movie Vector: [1.8372672535921233, -0.654043832086102] User Vector: [2.070798010588742, -0.284100889906486] Predicted: 3.99042380839192 Movie Vector: [1.6048866750918338, -0.368753469801463] User Vector: [1.9478187863863234, 0.16119954993004132] Predicted: 3.0665855223978205 Movie Vector: [1.8381220072680224, -0.27673878716864436] User Vector: [1.9795563691848386, -0.25930633920110574] Predicted: 3.7104262486418893 Movie Vector: [2.211786799546347, 0.13813941537565766] User Vector: [1.8507463401882531, -0.05636440769520974] Predicted: 4.08567017821008 Movie Vector: [0.0025116330281389765, -2.0784038993469944] User Vector: [1.6136617853296857, -0.21205684841883088] Predicted: 0.4447927068732124 Movie Vector: [1.6029510109696365, -0.14892668180843782] User Vector: [1.6769573082124738, -0.20660446625883383] Predicted: 2.718849330158837 Movie Vector: [1.8692643680456573, -0.3579408708513419] User Vector: [2.0657167206913183, -0.47003059192716884] Predicted: 4.029613819865587 Movie Vector: [1.699243164085443, -0.09955723904838971] User Vector: [1.4044712462052156, 0.04299002386091901] Predicted: 2.3822581961865583 Movie Vector: [2.119494062654937, 0.27977995773441144] User Vector: [1.9221239242849497, -0.1831771564674603] Predicted: 4.022680948114582 Movie Vector: [1.7147898609072652, -0.9393015161988071] User Vector: [1.8518488944398896, -0.30552759628533266] Predicted: 3.462514242549241 Movie Vector: [1.272366286017796, -0.11259342831922631] User Vector: [1.940319711887672, -0.4690325502526156] Predicted: 2.521607368327889 Movie Vector: [2.327561876658688, -0.5786928777783451] User Vector: [1.8397290133056725, -0.49718235659260734] Predicted: 4.569799003470383 Movie Vector: [1.9310013429229445, -0.4376556249396958] User Vector: [1.8828134227941153, -0.15625523258628732] Predicted: 3.7041012293564313 Movie Vector: [1.8675901511156467, 0.4155603383305614] User Vector: [2.012357428423118, -0.71225673818616] Predicted: 3.4622732627485626 Movie Vector: [1.8869766944301287, -0.9125018238297276] User Vector: [1.9632227565506768, -0.3778311646317423] Predicted: 4.049327214412176 Movie Vector: [1.7246494121522553, -0.21688251178097245] User Vector: [2.113405412135782, -0.9492784760350705] Predicted: 3.8507653019414714 Movie Vector: [1.8904871341529415, -0.42289930312036733] User Vector: [1.622515608165149, -0.27140750143863285] Predicted: 3.1821229254185877 Movie Vector: [2.0510692027895234, -0.15869341900176395] User Vector: [1.9808370499439645, -0.3782014959403156] Predicted: 4.122851957346869 Movie Vector: [2.006874981781067, -0.36264053846065314] User Vector: [1.69338425706662, -0.2081306582437062] Predicted: 3.473887114024586 Movie Vector: [1.9885655911802964, -0.3342560669999555] User Vector: [1.4490661983725597, -0.9963066156762791] Predicted: 3.2145847123081035 Movie Vector: [2.080711047681962, 0.13483992632432354] User Vector: [1.9587841115371412, -0.3687374696345531] Predicted: 4.025943207660686 Movie Vector: [1.870811375355308, -0.1312999127172609] User Vector: [1.9472676012309458, -0.4995295956339821] Predicted: 3.7085585715501272 Movie Vector: [1.730037138311487, 0.47346697549884414] User Vector: [1.8278838858787625, -0.5655175367651499] Predicted: 2.894553129367623 Movie Vector: [1.9180669723429196, -0.11341533853674494] User Vector: [1.5723958097443071, -0.3677921510383062] Predicted: 3.0576737414421236 Movie Vector: [1.3331029912994585, -1.11240810428417] User Vector: [1.56352677730518, 0.1341517488003419] Predicted: 1.9351107312329434 Movie Vector: [1.9391113915564993, -0.5713517470179803] User Vector: [2.042174942684308, -0.7031863901648] Predicted: 4.361771467410308 Movie Vector: [2.041957792747814, -0.09132988181257336] User Vector: [2.1755285584209236, 0.6489099077241604] Predicted: 4.383072628033568 Movie Vector: [1.9993199548801575, -0.8165547940446672] User Vector: [1.7494346875357354, -0.31772392159600404] Predicted: 3.757118671911618 Movie Vector: [0.8306974853478276, -0.6751384573266306] User Vector: [1.945809203362637, -0.19887323714067046] Predicted: 1.7506457827267077 Movie Vector: [2.238929674185301, -0.4058930795346963] User Vector: [2.5479157386446025, 0.8649312154136702] Predicted: 5.353534559965218 Movie Vector: [1.4442897920599738, -0.6706888435877483] User Vector: [1.890172034350536, -0.37621781677384497] Predicted: 2.9822812669188705 Movie Vector: [1.9605938542798926, -0.016684336664804324] User Vector: [1.8884396572548001, -0.02691387952278594] Predicted: 3.702912226419102 Movie Vector: [1.476304192703749, -0.5859155513988098] User Vector: [1.6090041902834582, 0.04795813106720721] Predicted: 2.3472802173850713 Movie Vector: [1.9229149560576932, -0.25011262758641295] User Vector: [2.0714393127364104, -0.2843291853345823] Predicted: 4.054315954670249 Movie Vector: [1.517308403029453, -0.5731719514974999] User Vector: [2.0238164791686395, -0.09283932659468039] Predicted: 3.123966648032045 Movie Vector: [1.285408296812079, -1.5009180983138097] User Vector: [1.4289084893935284, -0.038622248299503975] Predicted: 1.8946996591219514 Movie Vector: [1.8880216636291909, 0.46174132135047524] User Vector: [2.141224011838728, -0.3518765159590748] Predicted: 3.8802013936033806 Movie Vector: [1.619150992740351, -0.0008418589450734937] User Vector: [1.9900193838274027, -0.06154298494538111] Predicted: 3.2221936714090638 Movie Vector: [1.9691633949581524, -0.3200896105453489] User Vector: [2.024450981286439, -0.285458816673085] Predicted: 4.077847168691991 Movie Vector: [2.0536766977414924, -0.35074011774621994] User Vector: [1.76533560505779, -0.04732795102446521] Predicted: 3.64202840691557 Movie Vector: [2.1543099923714406, -0.23536941162581904] User Vector: [2.257979165806854, -0.11195682628128727] Predicted: 4.890738291793556 Movie Vector: [2.1332713910708216, -0.4257045302382118] User Vector: [1.8834274562720146, -0.22728301789219338] Predicted: 4.1146173199853 Movie Vector: [1.2477324268677652, -0.9965083557153209] User Vector: [2.048962456049799, -0.7041116975539548] Predicted: 3.258210087817367 Movie Vector: [1.7929953539779309, 0.03979269586273628] User Vector: [1.744005633116823, -0.38622515473313757] Predicted: 3.111625057372969 Movie Vector: [1.6960135903379105, -0.20332806585922084] User Vector: [1.6734781462937591, -0.5601331801084182] Predicted: 2.952132475382729 Movie Vector: [2.0600769655307216, -0.44017020290298386] User Vector: [1.8691261395273056, -0.5132109770171032] Predicted: 4.076443885597221 Movie Vector: [1.2896886069191784, -0.64195821556287] User Vector: [2.2040238217373735, -0.5754699068587518] Predicted: 3.211932046790332 Movie Vector: [1.8377448320880359, -0.5364479865485849] User Vector: [2.0172822673112383, -0.10824968173803619] Predicted: 3.7653203854269583 Movie Vector: [1.7779017855193522, -0.10515426045745399] User Vector: [1.6444405928083679, -0.5432059966551472] Predicted: 2.9807742909888253 Movie Vector: [2.2256210808501624, -0.25787366001791645] User Vector: [1.5620071872180739, -0.4585137626018006] Predicted: 3.594674746442724 Movie Vector: [2.0478544828032406, 0.13905976166160317] User Vector: [1.4356748629917988, -1.3071543672122954] Predicted: 2.758280629266218 Movie Vector: [1.5311768786870497, -0.20806928217412649] User Vector: [1.9335139502464929, -0.6419920921160704] Predicted: 3.0941306890043485 Movie Vector: [1.827032781996534, -1.1539304612908596] User Vector: [1.8280726504476785, -0.43244180687372386] Predicted: 3.8389564339264486 Movie Vector: [1.7462340992491538, -0.34940500472623026] User Vector: [2.018898401678726, -0.33745720150604686] Predicted: 3.643378467018127 Movie Vector: [2.0147485796792175, -0.33923818842086995] User Vector: [1.5539880051062624, 0.20388225441080174] Predicted: 3.0617304794888995 Movie Vector: [1.9535288966451823, -0.6373066741941009] User Vector: [2.216006886109331, -0.5677013267143066] Predicted: 4.6908333316431605 Movie Vector: [2.1852946766595864, -0.22723947129177044] User Vector: [1.6566672708373318, -0.5561870354128714] Predicted: 3.7466938158235443 Movie Vector: [2.18013486176424, -0.6464818053470923] User Vector: [1.6912584679453049, -0.9523730880881663] Predicted: 4.302863419572761 Movie Vector:
avg loss: 1.026808231278913: 89%|████████████████████████████████████████▉ | 62208/70000 [01:39<00:12, 623.96it/s]
[1.7929556157366346, -0.11626510941616672] User Vector: [2.0917265947411883, -0.7684225248971649] Predicted: 3.839713673561897 Movie Vector: [1.4718880742632023, -0.7493173723754916] User Vector: [2.0144618188077135, -0.8593298088879632] Predicted: 3.608973081561495 Movie Vector: [2.0574374819861667, 0.06398457850906247] User Vector: [1.8649136703066058, -0.2900050081367094] Predicted: 3.818387437746059 Movie Vector: [0.724949532387347, -0.25737406180935374] User Vector: [1.6704185362327788, -0.517628885791988] Predicted: 1.3441933855792436 Movie Vector: [1.2580278918225505, -0.014552349513824848] User Vector: [1.5044395713125969, 0.16556747130191676] Predicted: 1.8902175465623023 Movie Vector: [2.186424957294736, 0.29954702225771757] User Vector: [2.22741418701156, -0.45922967039686075] Predicted: 4.732513088414667 Movie Vector: [1.3789109339677845, 0.283483685821423] User Vector: [1.981790217923663, -0.8426971596031374] Predicted: 2.493821303489796 Movie Vector: [2.0492289653908027, -0.3909905324801201] User Vector: [1.736710413139396, -0.3863870606015323] Predicted: 3.7099909656690992 Movie Vector: [1.749140500064789, -0.38493935402084] User Vector: [1.6586990165445101, -0.5851353523247154] Predicted: 3.1265392517942705 Movie Vector: [1.5259601718043478, -0.5906917295332408] User Vector: [1.8604107897167526, -0.8086029002481439] Predicted: 3.316547813956009 Movie Vector: [2.0888081142017056, -0.811713394112521] User Vector: [1.9428816324653617, -0.32370358728863635] Predicted: 4.321061456351561 Movie Vector: [1.6165892534996535, -0.19834244994852282] User Vector: [1.992690249900017, -0.8793758120495714] Predicted: 3.3957791965292903 Movie Vector: [1.7230663134816033, -0.31430304385601643] User Vector: [1.8762418301705983, -1.2224109270693513] Predicted: 3.6170965687327814 Movie Vector: [2.371369510213229, -0.1608032783143684] User Vector: [1.4460142572887678, -1.2157032047606475] Predicted: 3.6245231818510075 Movie Vector: [1.8782573251433463, -0.453471898833613] User Vector: [2.058091944512763, 0.2880435201378121] Predicted: 3.735006628575998 Movie Vector: [1.9832021232280648, -0.36084144805732865] User Vector: [1.9568165289171766, -0.3688649783031924] Predicted: 4.013864467824876 Movie Vector: [1.91794968984427, -0.15102221163839935] User Vector: [2.2123343732970833, -0.8026445911484159] Predicted: 4.364363186411791 Movie Vector: [1.8844148945166086, -0.5123061316091061] User Vector: [1.7355677254351212, -0.3079629763523672] Predicted: 3.428300993346162 Movie Vector: [1.9602342583012582, -0.23683787403989473] User Vector: [2.2622066959545393, -0.9029234280740219] Predicted: 4.648301529894451 Movie Vector: [2.44023925420643, 0.14827103820283552] User Vector: [2.031264615124723, -0.3000581320337699] Predicted: 4.912281718750014 Movie Vector: [1.7994800350567304, -0.5937559871280446] User Vector: [1.891104825765352, -0.3766509797019158] Predicted: 3.626644152419844 Movie Vector: [2.0660711725870393, -0.8079251913513984] User Vector: [2.079185464869684, -0.09251670770214789] Predicted: 4.370491730202696 Movie Vector: [0.6110456314283512, -1.6718020337338835] User Vector: [2.0611984262810488, -0.6693853889207875] Predicted: 2.3785661484355467 Movie Vector: [1.5582876902130622, 0.2801365597928059] User Vector: [1.9605026118285986, -0.11336222719582408] Predicted: 3.0232701823059744 Movie Vector: [1.6125892358796243, -0.37375862463087967] User Vector: [2.121681463023482, -1.1445706945512486] Predicted: 3.8491938578252856 Movie Vector: [2.14354125467119, 0.8099011024748808] User Vector: [1.8490929059810999, -0.3208885986896746] Predicted: 3.703718897839936 Movie Vector: [2.004284340155065, -0.3809911557830678] User Vector: [1.8588765570745707, 0.4698261642686025] Predicted: 3.5467175602841046 Movie Vector: [1.7991702948348995, -0.057954472234152225] User Vector: [2.186862010306627, -0.8006388593949479] Predicted: 3.980937770393003 Movie Vector: [1.8665391302910195, -0.5285770332971405] User Vector: [2.1027210328269454, -0.14125990152007195] Predicted: 3.999477827526767 Movie Vector: [1.393118673471623, -0.19927528858205626] User Vector: [2.190271913743474, 0.6124716981847944] Predicted: 2.929258228612344 Movie Vector: [2.0686632623488013, -0.5193983786030508] User Vector: [1.9105638658284507, -0.6008510574013143] Predicted: 4.2643943446065915 Movie Vector: [2.123444859426151, -0.13743572471328988] User Vector: [1.8959011675910458, 0.26044225075320876] Predicted: 3.9900475188230153 Movie Vector: [2.3986385805626687, -0.5328568289798749] User Vector: [1.8387974022748803, -0.4392154225116815] Predicted: 4.644649328213572 Movie Vector: [1.5087248327146885, -2.5802194368861704] User Vector: [1.4517253446598724, 0.01746531758701428] Predicted: 2.1451897258602353 Movie Vector: [2.290683876311076, -0.3848428145335918] User Vector: [1.9046294374348856, -0.4368204818555334] Predicted: 4.531011166362732 Movie Vector: [1.5764866212648974, -1.142110863682385] User Vector: [2.1081379828234006, -0.4538840026327932] Predicted: 3.8418371759600163 Movie Vector: [1.8665791517729087, -0.5285797219232121] User Vector: [1.6152714549919562, 0.09097339034790627] Predicted: 2.96694533296937 Movie Vector: [2.058811360182772, 1.4161405722143834] User Vector: [1.7826494500975376, 0.08674996988392714] Predicted: 3.792989091075387 Movie Vector: [1.8346950416605547, -0.19998699030521244] User Vector: [1.9533593805921923, -0.20500954439718055] Predicted: 3.6248180119214624 Movie Vector: [1.681207111531577, -0.1870658787047151] User Vector: [1.511479122456379, -0.6948382901688911] Predicted: 2.6710899849132974 Movie Vector: [1.8992670798864193, -0.6166615263167604] User Vector: [1.99693820824507, 0.653901103610069] Predicted: 3.389483346874833 Movie Vector: [2.2796480725978117, -0.18174002083471313] User Vector: [2.0772693794022383, -0.4176527032360602] Predicted: 4.81134734800856 Movie Vector: [1.6988886198431754, -0.3414912469209744] User Vector: [1.8702815604023062, 0.33619037302951504] Predicted: 3.062593989181338 Movie Vector: [1.8769841671303764, -0.17783684057421204] User Vector: [2.0253476149869325, -0.42854541622228837] Predicted: 3.877756569129274 Movie Vector: [0.10345711680250413, -1.9029695399217257] User Vector: [0.9489656146557723, -0.16515685844849406] Predicted: 0.4124657173736507 Movie Vector: [1.7307970682013751, -0.4850478446984299] User Vector: [1.834879724200201, -0.3594221868979299] Predicted: 3.3501414042394932 Movie Vector: [1.813179129530947, -0.2566474119342898] User Vector: [1.8859391584774134, -0.4316839906998322] Predicted: 3.530336100702981 Movie Vector: [2.031065484031606, 0.12439896899368406] User Vector: [1.8899076536490362, -0.26837900242024604] Predicted: 3.805140132133084 Movie Vector: [2.1078290563880966, -0.6944324362764588] User Vector: [2.016960393208941, -0.09024940080153976] Predicted: 4.31407983366087 Movie Vector: [1.8464147258766626, -0.37678161504024194] User Vector: [1.8225823528433505, -0.6877996442222173] Predicted: 3.624393156187048 Movie Vector: [2.2287213913782993, -0.1570876380039731] User Vector: [1.636144119481214, -0.8613703221849714] Predicted: 3.7818200278243523 Movie Vector: [1.3791753797945123, -1.9321863440859102] User Vector: [1.8776149073381694, 0.12276882178384542] Predicted: 2.352348012005695 Movie Vector: [2.4224556627325393, -0.5385457807889722] User Vector: [2.0671561051158136, -0.771805454779293] Predicted: 5.4232465838512445 Movie Vector: [1.206226681053534, -0.1053240851279421] User Vector: [2.1100286359549596, 0.21345784182771782] Predicted: 2.522690586571977 Movie Vector: [1.7678059603302336, -0.22882211034939373] User Vector: [1.5254437890589378, -0.47500387929596466] Predicted: 2.805380012531777 Movie Vector: [1.9096454694721205, -0.41565346295830913] User Vector: [1.9744173574569546, -0.46067597631976104] Predicted: 3.9619187263737983 Movie Vector: [2.064297198498568, -0.11412000452407134] User Vector: [2.026398788896059, -0.6225264363096442] Predicted: 4.254132062687037 Movie Vector: [2.0195333719545445, 0.14081376043621546] User Vector: [1.8785297399993812, -0.0819373746460166] Predicted: 3.7822155902936676 Movie Vector: [1.521782927768134, -0.10284939434639256] User Vector: [1.6138957120631714, -0.4056337880398699] Predicted: 2.497718131242264 Movie Vector: [1.642361455101921, -0.674546499987103] User Vector: [2.384042055486403, -0.8325608444228304] Predicted: 4.477059782904551 Movie Vector: [1.6792227334574243, -0.4718454174561166] User Vector: [1.8594833604356682, -0.3043742637968896] Predicted: 3.266104332893521 Movie Vector: [1.834162636826864, -0.6471073478935567] User Vector: [1.938471975805172, -0.13111128616337886] Predicted: 3.6403159472258926 Movie Vector: [2.170554260315496, -0.431324822483109] User Vector: [2.0973119953926367, -0.7681910020875372] Predicted: 4.88366933441881 Movie Vector: [1.343239133133186, 0.2986520547887194] User Vector: [1.5912798224710878, -0.7752300091188659] Predicted: 1.9059452941511672 Movie Vector: [1.100176222445283, -0.7659415137419845] User Vector: [1.6872013576156784, -0.5457309473211513] Predicted: 2.2742168040131796 Movie Vector: [1.8541771293740033, -0.34387273404694285] User Vector: [1.4831003751474545, 0.4071906734940445] Predicted: 2.6099090259916014 Movie Vector: [1.6189732272384079, 0.07767944460489251] User Vector: [1.9569701154929005, -0.8477998054276155] Predicted: 3.102425605466908 Movie Vector: [1.073635436814191, -0.33972371666269213] User Vector: [2.142048566657469, -0.24359279490903252] Predicted: 2.382533498179253 Movie Vector: [1.778627303803198, -0.23219173967675366] User Vector: [1.9466336112132554, -0.673072338894488] Predicted: 3.6186175287011277 Movie Vector: [1.9584876086984375, 0.21777995799955763] User Vector: [2.2360480498676876, -0.2621095344852222] Predicted: 4.322190194708696 Movie Vector: [1.529654401525062, -0.2770351605917583] User Vector: [1.8500025795376138, -0.36308889270640143] Predicted: 2.9304529783224313 Movie Vector: [1.687804088185635, -0.6904160845382257] User Vector: [1.7629424517330954, -0.955753374120965] Predicted: 3.6353689796159196 Movie Vector: [1.0390049376061725, -1.7733152776755208] User Vector: [1.8233556746442672, -0.24761099060260658] Predicted: 2.3335679015235997 Movie Vector: [1.3587340123190903, -0.2711842495327301] User Vector: [1.9317926512847772, -0.2645288583349449] Predicted: 2.6965284399760105 Movie Vector: [1.1583925823812684, -2.0186132529269254] User Vector: [1.6337152736731517, -0.16127950280175837] Predicted: 2.2180445965270574 Movie Vector: [1.8362387480972715, -0.3623299942821835] User Vector: [1.7858413594628013, -0.3482692720812566] Predicted: 3.4054195055621657 Movie Vector: [1.8377636378910418, -1.1564689111228104] User Vector: [2.1831233007092674, -0.8738291844242219] Predicted: 5.022620904494576 Movie Vector: [1.9176903058596353, -0.8292508983003214] User Vector: [1.7048550004974998, -0.5722573554566943] Predicted: 3.7439288334218093 Movie Vector: [1.9343587801372695, -0.9331895998353379] User Vector: [2.011097324722639, 0.17652945432513262] Predicted: 3.7254483169469887 Movie Vector: [2.25291580756146, -0.6712144105697351] User Vector: [1.7261115868952088, -1.0871604622384017] Predicted: 4.618501848587282 Movie Vector: [2.03897723127935, 0.47074680881651065] User Vector: [1.736011003236749, -0.013118919229508096] Predicted: 3.5335112194877407 Movie Vector: [1.7658315643784843, -0.4403314967110494] User Vector: [1.801385766345503, -0.2343334420787933] Predicted: 3.2841282411150217 Movie Vector: [1.811640024851283, -0.464606384781652] User Vector: [1.9530254064035342, -0.15262568520843656] Predicted: 3.6090898636215996 Movie Vector: [1.7127158842908836, 0.2161414610757131] User Vector: [2.0398831794273984, -0.6564464438432621] Predicted: 3.351855030012857 Movie Vector: [2.0628207297830325, -0.06974697856724456] User Vector: [1.9535513607137802, -0.3599571781287409] Predicted: 4.054932169164307 Movie Vector: [1.6591744526026135, -0.06593520962077833] User Vector: [1.836854306407345, -0.18016787028494088] Predicted: 3.059541144638327 Movie Vector: [1.8026687580458143, -0.20754536037215973] User Vector: [2.1724423959936865, -0.21068418079750537] Predicted: 3.9599205601403433 Movie Vector: [1.7584152241035038, -0.20501623723766232] User Vector: [1.9481524807478316, 0.15912270092195382] Predicted: 3.3930382436198823 Movie Vector: [2.1679367476685645, -0.29096897871467625] User Vector: [1.9479480432585363, -0.3581673268136036] Predicted: 4.327243726821176 Movie Vector: [2.311008608524238, 0.27702339285901695] User Vector: [2.1625028061039475, -0.3312191571313473] Predicted: 4.905807146175613 Movie Vector: [1.8343001769760672, -0.5662334868373669] User Vector: [2.023869151486182, -0.2551334209982509] Predicted: 3.8568486293280926 Movie Vector: [1.883446865136051, -0.9118224920989382] User Vector: [1.4274579738312685, -0.22111990014144345] Predicted: 2.890163344325601 Movie Vector: [1.7840841994031766, 0.8524835160606189] User Vector: [1.8630828184234987, -0.3460750332817717] Predicted: 3.028873357336061 Movie Vector: [0.6622358744151571, -0.9544823285846235] User Vector: [1.713575641822047, -0.7425165099397059] Predicted: 1.8435101509583154 Movie Vector: [1.7546479499046415, -0.681949065826036] User Vector: [2.0404138368714753, 0.026496928807712025] Predicted: 3.5621383999759195 Movie Vector: [1.9888879250211806, -1.0444933508576133] User Vector: [2.033440286693316, -0.2580879522845431] Predicted: 4.313855982553606 Movie Vector: [2.390564946838649, -0.526638877182221] User Vector: [1.8916010425800307, -0.24698549296942168] Predicted: 4.652067308492978 Movie Vector: [1.9809209724527956, -0.37712484402523283] User Vector: [2.0897396510529194, -0.9781734987350551] Predicted: 4.508502629876989 Movie Vector: [1.9034477317697913, -0.9722513324444582] User Vector: [1.855242138225311, -0.2944256205925426] Predicted: 3.817612141815592 Movie Vector: [1.252540788571774, 0.24045100552169033] User Vector: [1.9591808751003013, -0.1135998385062018] Predicted: 2.426638762856952 Movie Vector: [2.0508511489419536, -0.4373927316614582] User Vector: [1.7827460890060036, -0.30217767942400153] Predicted: 3.788317185560121 Movie Vector: [1.961359033693412, -0.36708931922251287] User Vector: [0.9511812134315921, -0.20591013974398542] Predicted: 1.9411952786631466 Movie Vector: [1.6395177843824114, 0.42119119635820423] User Vector: [1.6972257665889892, -0.4112656330832374] Predicted: 2.6094103644153765 Movie Vector: [1.9233834697353027, -0.2800058742717907] User Vector: [1.3367426595012197, -0.22189738448486834] Predicted: 2.6332013057159616 Movie Vector: [1.9484921058903428, 0.011450684294884033] User Vector: [2.083201035657854, 0.0236191782117454] Predicted: 4.059371228714922 Movie Vector: [1.9009331238475222, -0.14752125639687044] User Vector: [2.0608012192749565, -0.398812548737023] Predicted: 3.9762786276416495 Movie Vector: [1.982213226716196, -0.3606550385064054] User Vector: [1.6963600652335906, -0.022273289491826567] Predicted: 3.3705803326585113 Movie Vector: [1.8051763957481595, -0.12075456929886744] User Vector: [1.8729371177893077, -0.1994237336212807] Predicted: 3.405063202815258 Movie Vector: [1.9220549890517364, -0.36330407681950433] User Vector: [1.8587158992894284, -0.20904686172642029] Predicted: 3.6485017445705625 Movie Vector: [2.296829702019186, -0.17526506098026776] User Vector: [1.5730830457365697, -0.07917575568844894] Predicted: 3.626980606839454 Movie Vector: [1.3937916175153806, -1.1072009754665948] User Vector: [1.739868250319515, -0.0045482381456170085] Predicted: 2.4300495965879736 Movie Vector: [1.5988296055150868, -0.9288943509383715] User Vector: [1.8357275429006785, -0.4436075059152907] Predicted: 3.347080049527645 Movie Vector: [1.7894324040947527, 0.10630967180898547] User Vector: [1.942213361399637, -0.7191933742002304] Predicted: 3.39900231297588
avg loss: 1.0266164010881902: 89%|████████████████████████████████████████ | 62277/70000 [01:40<00:12, 638.26it/s]
Movie Vector: [1.3486769322469192, -1.157942804370564] User Vector: [1.828886246121011, -0.28544153879969775] Predicted: 2.79710166776864 Movie Vector: [2.0025601630566996, -0.6161009819234378] User Vector: [1.8785334494684662, -0.2895814444383282] Predicted: 3.940287663140298 Movie Vector: [1.746638461016297, -0.9055388895426763] User Vector: [1.9928106304653417, -0.05378281050861465] Predicted: 3.529422119197356 Movie Vector: [1.995091451334342, -0.24075196073422703] User Vector: [1.8056979028687021, -0.7077892787800508] Predicted: 3.7729341063586586 Movie Vector: [2.216217130415202, -0.18806699332109264] User Vector: [2.1104609214716055, -0.5296652053052596] Predicted: 4.776852189865784 Movie Vector: [2.145872714369073, -0.13902328733318997] User Vector: [1.8092918080207703, 0.053339126597732565] Predicted: 3.87509454244016 Movie Vector: [1.9004349801903107, -0.4816877663457826] User Vector: [1.494673477466857, -0.6506195580098646] Predicted: 3.153925242179361 Movie Vector: [1.3640792769746042, -0.7437160724563628] User Vector: [1.906592342641075, -0.41853364152887484] Predicted: 2.9120133003038684 Movie Vector: [2.2585993554964308, -0.2683409648751683] User Vector: [2.012104178979814, 0.3693557620477786] Predicted: 4.4454239202653785 Movie Vector: [1.906714553904789, 0.14205759824629746] User Vector: [2.23082878112473, 0.09390187256490123] Predicted: 4.266893178727604 Movie Vector: [2.155583615928967, -0.36973891978598455] User Vector: [1.873990281509917, -0.6248389740179088] Predicted: 4.270570034526454 Movie Vector: [2.181920619108825, -0.46229507075280757] User Vector: [1.8261664135561513, 0.3768369806842059] Predicted: 3.810340273014501 Movie Vector: [1.627865578166634, -0.2785265915815879] User Vector: [2.080345893785965, -0.6513401268640331] Predicted: 3.5679390166702314 Movie Vector: [1.1134429223066564, -0.22337197142337215] User Vector: [1.2264113523766673, -0.4791903120858625] Predicted: 1.4725767248379351 Movie Vector: [2.0210996015410467, -0.432827585966524] User Vector: [1.928031126350422, -0.5643135127134211] Predicted: 4.140993396661613 Movie Vector: [1.3960869183608282, -0.44481725892450535] User Vector: [2.0477059358473437, -0.5243398509885315] Predicted: 3.092010884947896 Movie Vector: [1.9731539038769939, -0.44019049774735297] User Vector: [1.849189522445902, 0.7340693405680246] Predicted: 3.3256051768168557 Movie Vector: [1.9109839456722026, -0.5286163556819207] User Vector: [2.166849869317159, -0.27706103324333725] Predicted: 4.287274306641562 Movie Vector: [1.9222572989088758, -0.3744865585664611] User Vector: [1.8937303508307275, -0.1824281111568841] Predicted: 3.7085538645825533 Movie Vector: [1.8310663105045124, -0.161248696915418] User Vector: [1.7941098856493354, -0.34166301051265846] Predicted: 3.340226884184966 Movie Vector: [2.011251988599806, -0.3396969389837318] User Vector: [2.044794743608025, -0.596911027170214] Predicted: 4.315366343135428 Movie Vector: [1.7675756816730221, -0.70798103573157] User Vector: [2.0075289430451964, -0.2329896805663643] Predicted: 3.713411615343577 Movie Vector: [1.9429900746150102, 0.588348066836849] User Vector: [1.7577598557822813, -0.3785039964368944] Predicted: 3.192617858748016 Movie Vector: [1.6701331323822635, -0.23624801619747673] User Vector: [1.880386095723022, -0.005320400352867628] Predicted: 3.1417520541666866 Movie Vector: [2.258993292698647, -0.24501613407243739] User Vector: [2.000274766399017, -0.1095862843274387] Predicted: 4.545457688583003 Movie Vector: [2.305855993234258, 0.09849260081465547] User Vector: [1.8376626026318432, -0.3823559145248374] Predicted: 4.199726097362683 Movie Vector: [1.845791872959439, -0.12507916195675856] User Vector: [1.8423319694514988, -0.1681439576215934] Predicted: 3.4215926818143356 Movie Vector: [2.128810755728633, 0.09764197402709693] User Vector: [2.060682987136484, -0.20448809171291138] Predicted: 4.366837486223273 Movie Vector: [2.1355667249187347, 0.002649627089510825] User Vector: [1.8997604630423435, -0.11955080822849065] Predicted: 4.056748465129381 Movie Vector: [1.9239701885799985, -0.3272856137745134] User Vector: [1.5405347499298871, -0.2599005704536227] Predicted: 3.049004651057906 Movie Vector: [1.7177609605589346, -0.4020153646031174] User Vector: [1.9383150477230564, -0.8084961524252006] Predicted: 3.654589793740029 Movie Vector: [1.7421552260488526, -0.35739326073659794] User Vector: [1.8945612840954242, -0.0808195609762291] Predicted: 3.329504208585263 Movie Vector: [1.858360175323623, -0.05825667286780381] User Vector: [2.202210802427387, -0.6019946589778132] Predicted: 4.127571058814771 Movie Vector: [1.941192602085293, -0.9207675761727897] User Vector: [1.776797005911312, -0.4153441911962439] Predicted: 3.831540667487551 Movie Vector: [1.7821234279333247, 0.8528477371489016] User Vector: [1.7758168707913249, -0.26205508282747914] Predicted: 2.9412317647586823 Movie Vector: [2.0080743458357517, -0.2993577480736878] User Vector: [2.0826989477318403, -0.7310555319288204] Predicted: 4.401061464794448 Movie Vector: [2.058152870015334, 0.06192709379703448] User Vector: [1.7023343596613794, -0.040861591897685595] Predicted: 3.50113390842864 Movie Vector: [1.0979340721566295, -0.7040716342436899] User Vector: [1.7677101918186242, -0.45287029710150606] Predicted: 2.2596823794768817 Movie Vector: [1.704656115304018, -0.5158452124507303] User Vector: [2.392727888597804, -0.45847571372543605] Predicted: 4.315280729506916 Movie Vector: [1.5619542211743158, 2.0694925095461207] User Vector: [1.8669886268442464, -0.06468890801923009] Predicted: 2.7822775559872954 Movie Vector: [2.033523438591285, -0.34576812588550443] User Vector: [1.9720183336487451, 0.9330723108421404] Predicted: 3.6875188385709086 Movie Vector: [1.807875658325164, -0.9442919946326208] User Vector: [1.9576785294833974, -0.3640734677301717] Predicted: 3.8830310213145753 Movie Vector: [1.5157774727540119, -0.8922414675732793] User Vector: [1.560139089669894, -0.6502880304011411] Predicted: 2.945037633075028 Movie Vector: [1.965625265322374, -1.0415408116334985] User Vector: [1.9702865871662332, 0.42757025305221513] Predicted: 3.4275132272653974 Movie Vector: [1.791739209920216, -0.340300893598917] User Vector: [1.517982788506955, -0.9600469669339673] Predicted: 3.0465341228964973 Movie Vector: [2.0086732779610097, -0.3636846767185225] User Vector: [1.7985156601707204, -0.2654506227751991] Predicted: 3.709170670508059 Movie Vector: [1.8022593112779886, -0.1523635609238178] User Vector: [1.9184086597764187, -0.19581530040894626] Predicted: 3.4873049863720516 Movie Vector: [2.2950205033348277, -0.09053525623662008] User Vector: [1.8970719141698444, -0.3355329268714857] Predicted: 4.384196498830574 Movie Vector: [1.9588699380736132, 0.1862251756023839] User Vector: [1.6706049145093664, -0.38012115832079396] Predicted: 3.201709615971965 Movie Vector: [2.0932947509978357, -0.37617432204952167] User Vector: [1.8345333501130618, -0.5636977482473299] Predicted: 4.052267650609928 Movie Vector: [1.6237347774996485, -0.7019201056661499] User Vector: [1.7363614360834254, -0.3812723971952063] Predicted: 3.087013211404736 Movie Vector: [1.7563887386268624, -1.1238973372526955] User Vector: [2.064391075205239, -0.4204304644243314] Predicted: 4.098393916078702 Movie Vector: [1.5634159467105626, -0.6876551571742041] User Vector: [1.762870259555951, -0.12907047673066305] Predicted: 2.8448554547343354 Movie Vector: [2.0055704335992224, -0.26104201561018786] User Vector: [2.1536119323685283, 0.0065188510379012195] Predicted: 4.317518722990413 Movie Vector: [1.5549734765822834, -0.6244552740288055] User Vector: [1.6286075842679966, -0.651693575119653] Predicted: 2.9393950873316355 Movie Vector: [2.2140016706530927, -0.6467050385279162] User Vector: [1.9299027954508092, -1.1160365355335833] Predicted: 4.994554464036973 Movie Vector: [1.9698545203222195, -0.5259207258044104] User Vector: [1.8837607404002998, -0.6683354918429156] Predicted: 4.062226096633935 Movie Vector: [2.011580893378298, -0.10039060909676327] User Vector: [1.8232849301328595, -0.2874758995900711] Predicted: 3.6965450093003325 Movie Vector: [1.3076635537634544, -1.5027002488290828] User Vector: [0.8436813194664888, -0.10171201708142921] Predicted: 1.2560939858345606 Movie Vector: [1.9598325770269993, -0.19536682211406345] User Vector: [1.948217731214745, -0.727387426292283] Predicted: 3.9602879466967384 Movie Vector: [1.1931835112232654, -1.5645186079194922] User Vector: [2.121002834572641, -0.5420589313697013] Predicted: 3.3788068941867353 Movie Vector: [1.6611607958269399, 0.14761829690780165] User Vector: [1.9326331003564514, -0.012710979557354007] Predicted: 3.2085379658753226 Movie Vector: [1.6919807135508287, 0.9900467999456674] User Vector: [1.8538802365277276, -0.3637911737745335] Predicted: 2.7765593179940087 Movie Vector: [1.728957509404077, -0.2364144550139389] User Vector: [1.780327991765711, -0.38991671819153506] Predicted: 3.170293398997681 Movie Vector: [1.8525041970451146, -0.22395071856207657] User Vector: [1.4338421402084325, -0.04438306827959525] Predicted: 2.6661382026694755 Movie Vector: [1.3970241674758543, -0.6166660979399551] User Vector: [2.1857876010468424, -0.2740167737701418] Predicted: 3.222574958282439 Movie Vector: [1.8101891267807098, -0.1531319830570809] User Vector: [1.8381447050935988, -0.3455408368991517] Predicted: 3.3803029121915373 Movie Vector: [2.0998180598348926, -0.6012542058236751] User Vector: [1.8098987331145941, -0.26846551647783573] Predicted: 3.9618740671672406 Movie Vector: [1.7858994601111498, 0.0413641430270264] User Vector: [2.077958074956328, -1.9985299427912526] Predicted: 3.628356725800698 Movie Vector: [2.2607935082390522, -0.23824518213407817] User Vector: [1.8736372534861692, -0.07652711480646147] Predicted: 4.2541391558816395 Movie Vector: [1.8400119895240101, -0.5885665723076849] User Vector: [2.3048714868741094, -0.34584714437591363] Predicted: 4.444545238468126 Movie Vector: [2.337034083122476, -0.3541191633903289] User Vector: [2.082927390199134, -0.3193116084666395] Predicted: 4.980946663215752 Movie Vector: [1.8486042892429897, -0.3809786399701162] User Vector: [1.8111053465649098, -0.6752197318960691] Predicted: 3.6052614070695546 Movie Vector: [2.283013884123417, -0.47535616695717603] User Vector: [1.4268786142189314, -1.0607905599855665] Predicted: 3.761837021759696 Movie Vector: [1.925790946966778, -0.12296113834817794] User Vector: [1.770857252090663, -0.03947134869977338] Predicted: 3.415154306414926 Movie Vector: [1.938856951882999, -0.4309904002470094] User Vector: [1.5626234358765283, -0.31474143305430224] Predicted: 3.1653538480308954 Movie Vector: [1.9468400764701894, -0.38972823896131864] User Vector: [1.590543293162078, -0.2911973189816481] Predicted: 3.210021244805782 Movie Vector: [1.1430367474574181, 1.0195859063227497] User Vector: [1.7887165936767375, -0.4209980196334427] Predicted: 1.6153251499513237 Movie Vector: [2.2197725161907105, -0.49577565816045693] User Vector: [1.8397996303833755, -0.41323140799850105] Predicted: 4.2888067280958735 Movie Vector: [1.6340325099582373, -0.45089415606725647] User Vector: [1.222243280733935, -0.20522858226222956] Predicted: 2.08972162419727 Movie Vector: [2.0336651669566326, -0.22293299026094893] User Vector: [1.3557984783489665, -0.6524073783247266] Predicted: 2.902683266549337 Movie Vector: [1.1086486032476905, -0.6333184093935826] User Vector: [1.8880709460560452, -0.3323741869849302] Predicted: 2.3037059086023617 Movie Vector: [1.8783798560180933, 0.036001304829706426] User Vector: [1.8674557858075735, -0.24336914366082582] Predicted: 3.499029723338307 Movie Vector: [1.9725803846449605, -0.134033870124233] User Vector: [2.029784062861936, -0.7634971270006164] Predicted: 4.1062467022270335 Movie Vector: [2.1797937955433038, -0.2560722212248836] User Vector: [2.298755340582123, 0.1438521302680739] Predicted: 4.973976094347268 Movie Vector: [2.1035015812033615, -0.6772822328403589] User Vector: [2.084725822343528, -0.36544980139212757] Predicted:
avg loss: 1.0265903679585584: 89%|████████████████████████████████████████ | 62403/70000 [01:40<00:13, 547.16it/s]
4.632736721153015 Movie Vector: [1.8694255379551157, 0.08137604147356765] User Vector: [1.9104223141864385, -0.259773514170304] Predicted: 3.5502529221565826 Movie Vector: [1.984104537543743, -0.36915097553396126] User Vector: [2.0362122321679754, -0.34982946957454775] Predicted: 4.169197819210526 Movie Vector: [2.3184331932496236, 0.27588620834861943] User Vector: [1.856137926049476, -0.4063308643135401] Predicted: 4.19123069751214 Movie Vector: [2.102333258460964, -0.6016272897348565] User Vector: [1.9598300159199886, -0.3761905073716805] Predicted: 4.346542298772677 Movie Vector: [1.5824704895477342, -0.32817179151049647] User Vector: [2.0114938972348355, -0.41040718482945315] Predicted: 3.3178137933737513 Movie Vector: [1.8537431184987925, -0.2740119476081106] User Vector: [2.1050758819430095, 0.20110875501334508] Predicted: 3.8471637284273816 Movie Vector: [1.946529850682395, -0.5017524993581784] User Vector: [1.5452036364957675, -0.30638360323259145] Predicted: 3.1615137425063176 Movie Vector: [2.067408442374697, -0.0496621060245326] User Vector: [2.0188634224590754, -0.28455055302491367] Predicted: 4.18794666332703 Movie Vector: [1.7874587814158924, -0.3412947903593451] User Vector: [1.6725690696117637, -0.9009526331357781] Predicted: 3.2971387110519315 Movie Vector: [1.2412082939523654, -1.5767921711515014] User Vector: [1.807608948301708, -0.75968550306772] Predicted: 3.4414853726290633 Movie Vector: [1.7907943558027772, -0.27089985273332917] User Vector: [1.568363634249186, -0.36755372842042433] Predicted: 2.9081869949604524 Movie Vector: [1.5440975932462917, -0.5191477499120626] User Vector: [2.0259932977791837, -0.24038535427031016] Predicted: 3.2531268908152007 Movie Vector: [2.021561837148088, -0.2260049341396895] User Vector: [2.033002468832842, -0.11283849641304237] Predicted: 4.135342262770569 Movie Vector: [1.0172474710644817, -0.7527505185998359] User Vector: [1.5975330992968861, -0.1711482536375415] Predicted: 1.7539184418846765 Movie Vector: [1.8824190072168712, -0.002495546599793054] User Vector: [2.1154028662976687, 0.1995822667595517] Predicted: 3.9815764965925906 Movie Vector: [1.982974770608018, -0.2554889114785504] User Vector: [1.8844190127793887, 0.21438176271974113] Predicted: 3.6819831963974767 Movie Vector: [2.0263138967477357, -0.5249880824036122] User Vector: [2.298584695383253, -0.49671632851853775] Predicted: 4.918424263914257 Movie Vector: [1.7247823627737564, 0.6265930225704124] User Vector: [2.0116797031086695, -0.17019462709139185] Predicted: 3.3630669056573406 Movie Vector: [1.830524532129636, 0.035931161068111436] User Vector: [1.809427537279371, -0.5397272128893079] Predicted: 3.2928084706816314 Movie Vector: [1.6116670489438156, 0.08084463169054946] User Vector: [2.1361392343056695, 0.09855795697379051] Predicted: 3.450713097618239 Movie Vector: [2.0421991059048272, -0.1569998501587223] User Vector: [2.114590931993107, -0.1328081954146241] Predicted: 4.339266577450724 Movie Vector: [1.971546686253859, -0.3669934860609417] User Vector: [1.780559559060573, -0.6792244222593073] Predicted: 3.759727236886177 Movie Vector: [1.9644004898610639, -0.027138987352498256] User Vector: [2.028788054681434, -0.8282589546953146] Predicted: 4.0078303577365535 Movie Vector: [2.1440397797514956, -0.6062470286606585] User Vector: [1.7740034974131096, -0.6100304032858] Predicted: 4.173363187256665 Movie Vector: [2.184149293192891, -0.16774875452168164] User Vector: [1.8248294069136293, -0.32411683543403297] Predicted: 4.040070054771574 Movie Vector: [1.9318358596118619, -0.30656308828970147] User Vector: [1.7576973942669254, -0.38534158076940483] Predicted: 3.5137143616382795 Movie Vector: [1.7847086892401844, -0.14834208175719313] User Vector: [1.9625064862995618, -0.4709958881859071] Predicted: 3.572370889341627 Movie Vector: [1.6546888895549112, 0.014149574570727302] User Vector: [1.9313023399585878, -0.6346694897190548] Predicted: 3.1867242210283324 Movie Vector: [1.820519373039483, -0.11839858186547329] User Vector: [1.693346453148403, -0.38563191440977085] Predicted: 3.1284282950125477 Movie Vector: [1.8086480846314332, -0.3660820919495549] User Vector: [1.8745150722524233, -0.22550450894661653] Predicted: 3.4728912574213324 Movie Vector: [2.027712147015696, -0.17898981262259892] User Vector: [1.6266362904886413, -0.3369703825862605] Predicted: 3.35866443063885 Movie Vector: [2.094120264667325, -0.525874790114438] User Vector: [1.7221891327052936, -0.4343463097457347] Predicted: 3.83488293686252 Movie Vector: [2.138547810574251, 0.1403699059318018] User Vector: [1.0877838480117525, -0.45388599294091553] Predicted: 2.2625658324106883 Movie Vector: [1.092863405266654, -0.1514859939143518] User Vector: [1.8654123937684903, -0.4563194689409049] Predicted: 2.107766949175435 Movie Vector: [1.9655818849339541, -0.5244048465250307] User Vector: [1.7573177816938699, -0.4462059614498271] Predicted: 3.688144566502442 Movie Vector: [1.714323239508991, -0.03092730014584548] User Vector: [1.8291035708671215, -0.12016691332712441] Predicted: 3.1393911972024546 Movie Vector: [2.140205180800467, -0.21210173454064285] User Vector: [1.7927525516088696, -0.15673448643123955] Predicted: 3.8701019552809623 Movie Vector: [1.6614548329670065, -0.1823502613882836] User Vector: [1.6185841377603247, -0.07333617878692615] Predicted: 2.7025773096166406 Movie Vector: [1.7808202724075064, -0.9064614026288621] User Vector: [2.036193328525193, 0.5575660956904627] Predicted: 3.1206822128207063 Movie Vector: [1.2906923587166717, 0.3242514722103662] User Vector: [1.8910645779404045, -0.059374696134739904] Predicted: 2.4215302679537154 Movie Vector: [2.1054829486713693, -0.24040134708807256] User Vector: [1.7355846401689494, -0.2510082938236933] Predicted: 3.714586597817152 Movie Vector: [1.2054896040503298, -1.1449427186274652] User Vector: [2.1416610259105178, -0.2726051853240633] Predicted: 2.89386742413177 Movie Vector: [1.9489727320932524, -0.13046674805143976] User Vector: [1.8242190625560948, 0.04848309923633215] Predicted: 3.5490277779937243 Movie Vector: [2.1871396582729905, -0.3078723966677467] User Vector: [1.617520389095047, 0.09033653497442465] Predicted: 3.5099308655256998 Movie Vector: [1.3974476237765334, -0.5641217573957489] User Vector: [1.2787763675393418, -1.3124159637447985] Predicted: 2.5273853960613915 Movie Vector: [2.3731514730965237, 0.26390772031068443] User Vector: [2.309480929352458, 0.013481009019282151] Predicted: 5.484305811938881 Movie Vector: [1.900468777789449, -0.23405488527650523] User Vector: [1.99131335294132, -0.5778656866632059] Predicted: 3.9196811410573855 Movie Vector: [1.8162222584661187, -0.9458442288791068] User Vector: [1.9351006050552335, -0.08300419789068723] Predicted: 3.5930818328202148 Movie Vector: [1.5594348279802726, -0.4040385586838973] User Vector: [1.5193589303062598, -0.22687189142143277] Predicted: 2.4610062241382384 Movie Vector: [0.9576978145721919, -0.25974782398038226] User Vector: [1.9968120207838884, -0.1609972637056647] Predicted: 1.9541611973305544 Movie Vector: [2.3911598493514705, -0.17744155044231427] User Vector: [1.509464578586264, 0.4023012103603179] Predicted: 3.5379861438225575 Movie Vector: [1.8550008097484705, -0.5373739621148652] User Vector: [1.9558142981852662, -0.3686826235223285] Predicted: 3.826157549016402 Movie Vector: [2.0196179060278245, -0.6959686263843411] User Vector: [1.5497326790069745, 0.39931302277680875] Predicted: 2.851958532119602 Movie Vector: [1.534834204732215, 0.23110910835716408] User Vector: [1.7517880369468375, -0.14449671406502207] Predicted: 2.6553096917986 Movie Vector: [2.0229309384152003, -0.3545536070548969] User Vector: [1.7428565565135223, -0.7781875294372366] Predicted: 3.8015876449180954 Movie Vector: [1.8965589634096285, 0.6367767535683722] User Vector: [1.9873111341662404, -0.6354219485801246] Predicted: 3.364430819023797 Movie Vector: [2.019916567262456, 0.012260489519127853] User Vector: [1.6837508240292591, -0.7678282283597936] Predicted: 3.3916222346522167 Movie Vector: [1.9391381982547495, -1.984096103302891] User Vector: [1.4563857500881485, -0.04710838336368442] Predicted: 2.9176007992546094 Movie Vector: [1.9488533484722572, -1.2885068965748752] User Vector: [1.4622098563912582, -0.05306751852569709] Predicted: 2.918010438401718 Movie Vector: [2.114969000340244, -0.1554613058928681] User Vector: [1.6764373020836103, -0.5604879410765816] Predicted: 3.632747112177839 Movie Vector: [1.6368322797909567, 1.3968219112780902] User Vector: [2.2410702261410775, -0.5939102059638464] Predicted: 2.8386692984041506 Movie Vector: [2.2413246750658353, 0.08752655806453795] User Vector: [2.023952626537959, -0.22955965260216407] Predicted: 4.516242396761076 Movie Vector: [1.2918382334927538, -1.1559337596217436] User Vector: [1.8875041862506887, -0.18984093655515838] Predicted: 2.657793621198585 Movie Vector: [1.275921274685623, -0.15034199941688306] User Vector: [2.114621521237549, -0.8307223470256198] Predicted: 2.8229830454671827 Movie Vector: [1.9889666834674842, -1.2009360260279518] User Vector: [1.9769059457996296, -0.06153616676402937] Predicted: 4.005901062114826 Movie Vector: [1.899825400188572, -0.40865991579616195] User Vector: [1.9252722536263667, -0.4679010393623016] Predicted: 3.8488935290644006 Movie Vector: [1.953107654570112, 0.13985593359849777] User Vector: [2.174207086294878, -0.23489822676846567] Predicted: 4.2136085920577715 Movie Vector: [1.4645371768747613, -0.4657188053241246] User Vector: [1.8958378159326381, -0.06255709548997795] Predicted: 2.8056589785345385 Movie Vector: [2.3863050848256404, -0.14098089670690142] User Vector: [1.9984873365415963, -0.34400172765103193] Predicted: 4.817498165181828 Movie Vector: [1.7352365275076864, 0.1065121293867632] User Vector: [1.6939375626095006, -0.18964089649356541] Predicted: 2.919183278252999 Movie Vector: [1.089115720030746, -0.11717143760853087] User Vector: [1.5222010596933524, 0.03382979381805175] Predicted: 1.6538892175838287 Movie Vector: [2.045451915845669, -0.12790257692960394] User Vector: [2.00281153178316, -0.2030385038543517] Predicted: 4.122623832622566 Movie Vector: [2.0248856040088214, 0.45693041962407277] User Vector: [2.1813284200168264, -0.8217326779633117] Predicted: 4.041465857946791 Movie Vector: [1.9134940949673644, -0.37656306141769447] User Vector: [2.0048130853132653, -0.7527860691984917] Predicted: 4.119669427070213 Movie Vector: [2.0736988513081145, -0.27364154765676274] User Vector: [1.7055126736914024, -0.9159513684185308] Predicted: 3.7873620223576685 Movie Vector: [1.855240969552412, 0.28004043878296375] User Vector: [1.9213811612114877, 0.1349540156587819] Predicted: 3.6024176301663475 Movie Vector: [1.8742123748630277, -0.16946525843063862] User Vector: [1.9092648334860352, -0.2325380857906937] Predicted: 3.6177749046138112 Movie Vector: [1.2613404436107143, -0.6653881433039552] User Vector: [2.435272725600726, -0.47135018751837465] Predicted: 3.3853388061411156 Movie Vector: [1.1126265853418937, -0.22604065801927822] User Vector: [2.2283780848029755, -0.12224931524265505] Predicted: 2.5069860150048995 Movie Vector: [1.6778716770511712, -0.4623327689945139] User Vector: [1.9921363758947093, -0.5066344352205835] Predicted: 3.576782903240602 Movie Vector: [1.6718156127848367, -0.2688406730562791] User Vector: [1.8474625374959566, -0.24582324326571045] Predicted: 3.154704000393263 Movie Vector: [1.6547125886014518, -0.23356741173030793] User Vector: [1.9907807551125267, -0.6144651274958555] Predicted: 3.4376890060579424 Movie Vector: [2.2254949777612274, 0.11521303116967808] User Vector: [1.5036500784156919, -0.2580063533599755] Predicted: 3.31664000379276 Movie Vector: [2.004050273037197, -0.018464223505730713] User Vector: [1.8140330620045144, -0.5312157086145486] Predicted: 3.645221938782264 Movie Vector: [1.6205489752860924, -0.9059879514313818] User Vector: [1.7562689112479717, -0.27656412589509616] Predicted: 3.096683550308831 Movie Vector: [1.4194768514633889, -0.5867304877563438] User Vector: [1.704905586585963, -0.38820891680657077] Predicted: 2.647848021198666 Movie Vector: [1.9120159868973774, -0.2145505534811114] User Vector: [1.6043120214253592, -0.08155875705926684] Predicted: 3.084968709405232 Movie Vector: [2.05308063431904, 0.21038598267044212] User Vector: [1.7913874764465585, -0.48516338370867795] Predicted: 3.5757913612168175 Movie Vector: [2.2954006752431666, -0.484564932830744] User Vector: [2.119492932701124, -0.6696494906864813] Predicted: 5.189574169369916 Movie Vector: [1.5934085006593321, -0.4577986964759974] User Vector: [1.9779472123988333, -0.32926325403357565] Predicted: 3.3024141905857465 Movie Vector: [1.7055253230923246, -0.5058360007557401] User Vector: [1.575363813753856, -0.6303116327216309] Predicted: 3.0056571929662326 Movie Vector: [2.087893302986752, -0.2490274553483634] User Vector: [2.1902645975577077, -0.31876759541019395] Predicted: 4.652420668142228 Movie Vector: [1.646470447988811, 0.14771491571818343] User Vector: [1.7847986651692334, -0.41736800535313523] Predicted: 2.876966778076815 Movie Vector: [2.2625579605866495, -0.3427020152980952] User Vector: [1.6758429014860752, -0.2091140891307972] Predicted: 3.8633555172222973 Movie Vector: [1.883291550645683, -0.06021161964546956] User Vector: [1.7347926310163828, -0.4375112960843319] Predicted: 3.2934635678659743 Movie Vector: [1.562133445948024, -0.039469953544225445] User Vector: [1.771711405931288, -0.1329591794863975] Predicted: 2.7728975364104675 Movie Vector: [1.9871407239833656, -0.3729420943024443] User Vector: [1.6081220473699158, -1.3609942089898996] Predicted: 3.7031368400984586 Movie Vector: [2.2054087490170433, -0.3863519648728433] User Vector: [1.990820579007762, -0.49748113744297645] Predicted: 4.582775937605165 Movie Vector: [1.9006804490228988, 0.5443520605527236] User Vector: [2.102201824250357, -0.7691017964275662] Predicted: 3.5769517595927782 Movie Vector: [2.0344455951347844, 0.1401633217492428] User Vector: [1.5971901283786678, -0.5500022610890206] Predicted: 3.17230627738891 Movie Vector: [1.8838041936959404, -0.47565948674843506] User Vector: [1.62138429118657, -0.2654260566329655] Predicted: 3.1806229491976774 Movie Vector: [2.0467011132791697, 0.1499616366006144] User Vector: [1.1452668912962636, -0.4501129235063099] Predicted: 2.2765193507537433 Movie Vector: [1.986739222743837, -0.420033662178448] User Vector: [1.8130517889300015, -0.34341811504872805] Predicted: 3.7463082704554513 Movie Vector: [1.7589188436148173, -0.5901615586410653] User Vector: [2.0351833966942587, -0.3916750053644937] Predicted: 3.8108739583041986 Movie Vector: [1.7414899901549659, -0.38224050162694767] User Vector: [2.4227278162226114, -0.6660707593073466] Predicted: 4.473755461978359 Movie Vector: [2.014395064696986, -0.266422587510429] User Vector: [1.8430675259111413, -0.3440908197141889] Predicted: 3.804339694625526 Movie Vector: [1.5599855034069972, -0.4125356510464713] User Vector: [1.9162083585059841, -0.3484477573164532] Predicted: 3.1330043831968792 Movie Vector: [1.482366685392012, -0.12719777881321334] User Vector: [1.6713859745178687, -0.3743538276461938] Predicted: 2.525223862423571 Movie Vector: [2.19176317783954, -0.24793496406936827] User Vector: [1.6418012475327095, -0.456400403931737] Predicted: 3.7115971374232726 Movie Vector: [1.4075069506004205, -0.1087981466669249] User Vector: [2.022368476746638, -0.3765216294120149] Predicted: 2.887462543156116 Movie Vector: [1.7827996227749194, -0.2482066305249434] User Vector: [1.7981913569729446, -0.2987562807133908] Predicted: 3.279968162672521 Movie Vector: [1.9177164251936325, -0.2807915229881593] User Vector: [1.9993655543118096, -0.30664989863986475] Predicted: 3.9203208555333813 Movie Vector: [2.1460758662998285, 0.18519998466063703] User Vector: [1.325325883466934, -0.15989539550722975] Predicted: 2.8146372686956402 Movie Vector: [2.01319709856603, -0.2472160448131079] User Vector: [1.837484606780264, -1.2153412552942842] Predicted: 3.9996705372618204 Movie Vector: [2.329521525256226, -0.1633869362161959] User Vector: [1.977038505335393, 0.012326850611196693] Predicted: 4.603539708084635 Movie Vector: [2.0327389364914445, -0.3825415228115948] User Vector: [2.1228541072394354, -0.831692393896419] Predicted: 4.633365075148342 Movie Vector: [2.279711120375787, 0.06789590940916984] User Vector: [2.1881121066968356, -0.8006791272210366] Predicted: 4.9339006647780534 Movie Vector: [1.4559368321084056, -0.5865226228749584] User Vector: [1.7824773244646206, 0.3702919292305231] Predicted: 2.3779897955243716 Movie Vector: [1.1604314842799277, -2.144801264270469] User Vector: [1.8232530999558796, -0.6686957668050594] Predicted: 3.5499798270555827 Movie Vector: [1.4948752564106311, -0.5068340334467889] User Vector: [2.1480194787507654, -0.5774835262812431] Predicted: 3.5037094739467776
avg loss: 1.0265643838214589: 89%|████████████████████████████████████████▏ | 62560/70000 [01:40<00:11, 628.74it/s]
Movie Vector: [2.0345343583208635, 0.07326052898545504] User Vector: [2.0682607377054714, -0.09516859464768405] Predicted: 4.200975431241146 Movie Vector: [2.130647658032083, -0.16009524133426534] User Vector: [1.868499051048933, 0.26767801723636403] Predicted: 3.938259150383245 Movie Vector: [0.7039927138247226, -0.25087996801967344] User Vector: [1.6751200693086308, 0.22090771440059379] Predicted: 1.1238510032507203 Movie Vector: [1.9351662745598375, -0.16578248129555642] User Vector: [1.927451793589923, -0.26560079766464084] Predicted: 3.773971666066011 Movie Vector: [1.8448604579669103, -0.567564739213005] User Vector: [1.8190324638794828, -0.0840685004960375] Predicted: 3.403575380929442 Movie Vector: [1.5240336896096889, -0.6846953664116868] User Vector: [1.6788740910295488, -0.284014814494458] Predicted: 2.753124302818506 Movie Vector: [1.9720083827156794, -0.331816625250891] User Vector: [1.869668498066789, 0.731285428808646] Predicted: 3.444349288004706 Movie Vector: [1.9785013553821302, -0.6437041714424846] User Vector: [2.098951692378209, 0.48872657501185374] Predicted: 3.838183433221974 Movie Vector: [2.1128340905308836, 0.0798970778183215] User Vector: [1.9322173484785228, 0.3143437962612022] Predicted: 4.107569834932202 Movie Vector: [2.0538850331410763, -0.39827648437360264] User Vector: [1.842594464812428, -0.4253269744880596] Predicted: 3.9538749255352026 Movie Vector: [2.320443385825087, -0.05939932649694296] User Vector: [1.8979678295941034, -0.474241741394446] Predicted: 4.4322965367260005 Movie Vector: [1.1852679042543321, -0.6316847368562385] User Vector: [1.9038399374329094, -0.36261241999903304] Predicted: 2.4856171037846964 Movie Vector: [1.8827074558571733, -1.0444182854483588] User Vector: [1.608719983597063, -0.25102672953054606] Predicted: 3.2909260139626215 Movie Vector: [0.6951972974567449, -1.09036285780808] User Vector: [1.7388962811399133, 0.2781502979566223] Predicted: 0.9055912414259 Movie Vector: [2.1348526291367116, -0.15949284427808733] User Vector: [1.8224510377600753, -0.12369845244341904] Predicted: 3.9103934074480238 Movie Vector: [1.875265060721621, -0.3380829647825538] User Vector: [1.9951982878290417, -0.05050025980241944] Predicted: 3.7585989159336934 Movie Vector: [2.1706703126280367, 0.0800242841879241] User Vector: [2.0430805559988907, 0.2193035467712419] Predicted: 4.452403918564617 Movie Vector: [1.1962707912910275, -1.075110724451071] User Vector: [0.9212753171528849, -0.2807785915413256] Predicted: 1.4039628276097198 Movie Vector: [2.0211317077569997, -0.3611660400399652] User Vector: [1.8664875347679075, -0.45525621512928816] Predicted: 3.936840223074441 Movie Vector: [2.3551488079722365, -0.3434271306967449] User Vector: [1.7759792491408355, 0.18391262286285143] Predicted: 4.119534827228764 Movie Vector: [1.3914282826380453, -1.3537354444900718] User Vector: [0.9036608936020121, -0.26494818273887594] Predicted: 1.616049071198658 Movie Vector: [2.2004049358427804, -0.49142556896349826] User Vector: [2.1305456788029082, -1.146625202310841] Predicted: 5.251544170109918 Movie Vector: [2.013219164765806, -0.24723063974513443] User Vector: [1.7441182760591223, -0.38263474170604445] Predicted: 3.6058913709612237 Movie Vector: [1.6564703592331547, 0.8713902039242493] User Vector: [1.933420807795101, 0.05755427275810301] Predicted: 3.252806489512602 Movie Vector: [2.4093080926363024, -0.3090067477049645] User Vector: [1.723230761598032, -0.10795367059438328] Predicted: 4.1851522320511405 Movie Vector: [1.8015156742774343, -0.2014958454252128] User Vector: [2.147016707290768, 0.6501851466165719] Predicted: 3.7368746453194226 Movie Vector: [1.8128360700085555, -0.4464460823835299] User Vector: [1.7810472003498816, 0.13739021135397703] Predicted: 3.1674092855651916 Movie Vector: [0.5127299430620326, -0.0292235890424896] User Vector: [1.6647394581668282, -0.04199277268851091] Predicted: 0.8547889471308006 Movie Vector: [2.0743767060358844, -0.1553880546608837] User Vector: [2.3421249695643414, -0.3577634551055984] Predicted: 4.91404164680689 Movie Vector: [1.4197285281456369, -0.5582849795638443] User Vector: [2.0864068688118644, 0.22090082165411556] Predicted: 2.838805742268411 Movie Vector: [1.312613252068214, 0.35954853339693144] User Vector: [1.9977928375697647, -0.28852695780581067] Predicted: 2.5185899089564767 Movie Vector: [1.539338764239282, -0.5839974095898469] User Vector: [1.8154867202687706, 0.35699412881803505] Predicted: 2.5861654380028396 Movie Vector: [1.4963496427589669, -0.5781272635533923] User Vector: [1.5314852054667207, -0.014753357482285696] Predicted: 2.3001666582802294 Movie Vector: [1.5733850109498364, -0.6883850531304986] User Vector: [1.9494210210437755, -0.3598175253182567] Predicted: 3.3148828208242946 Movie Vector: [2.0331485902653794, -0.5264650364081578] User Vector: [1.5450614822154436, -0.17012917160483645] Predicted: 3.2309066349626967 Movie Vector: [1.8075340924420342, 0.15654960544474342] User Vector: [2.2245471324642274, -0.07639134647475691] Predicted: 4.008985747023241 Movie Vector: [1.9877468619843153, -0.33283538512084293] User Vector: [2.0440447612733164, -0.004146395251457194] Predicted: 4.064423627036896 Movie Vector: [2.073987740625685, -0.6077770742396399] User Vector: [1.8953333061482556, -0.40380739228685575] Predicted: 4.176322916791474 Movie Vector: [1.996400066656247, -0.29285951657096926] User Vector: [1.806254827048937, -0.25742478848921574] Predicted: 3.681396556229001 Movie Vector: [1.7776497249403234, -0.4793314922758908] User Vector: [1.5160774654897158, -0.5356139407648068] Predicted: 2.951791319026581 Movie Vector: [2.3117313868220526, -0.24032569631848918] User Vector: [1.697039204923128, -0.3765550602825503] Predicted: 4.013594651752991 Movie Vector: [1.6262540485922143, -0.7679258182221481] User Vector: [1.3872726062358767, -0.23451779912218393] Predicted: 2.4361499651707277 Movie Vector: [2.2582841273484546, -0.0845634835452406] User Vector: [1.7711834679779264, -0.41147940254224163] Predicted: 4.034631644042627 Movie Vector: [1.9244130935770805, -0.29014796631689216] User Vector: [1.7460055013049218, -0.35068748579888886] Predicted: 3.461787108986137 Movie Vector: [1.4103482839522072, -0.9114441363761436] User Vector: [2.272599805945561, -0.4257103200119143] Predicted: 3.593168411395112 Movie Vector: [2.1808704205800784, -0.4809124090073479] User Vector: [1.9773720175491383, -0.3759910369024274] Predicted: 4.493210898877585 Movie Vector: [2.209022259384884, -0.25273277488881024] User Vector: [1.9219185377056427, -0.25366440441796617] Predicted: 4.309670139335281 Movie Vector: [1.4339146396807243, 0.16920531216666274] User Vector: [1.7801562931469632, -0.3851958445091375] Predicted: 2.4874149865477317 Movie Vector: [2.0826319207948836, 0.12357006362941603] User Vector: [1.6259889239664367, -0.1344733922110571] Predicted: 3.3697195502794424 Movie Vector: [1.145669635043324, 0.08296432182645233] User Vector: [2.1188316584255187, 0.45984189853476853] Predicted: 2.46563156408593 Movie Vector: [1.6808636871652205, -0.28680714714877786] User Vector: [2.159123181380815, 0.10714158716043971] Predicted: 3.59846277874518 Movie Vector: [1.9630155558480658, -0.29231712952514677] User Vector: [1.9407892534808182, -0.4667677449620775] Predicted: 3.946243702567841 Movie Vector: [1.8446633557851095, -0.37041473571236555] User Vector: [2.032656069046042, -0.04476402417469463] Predicted: 3.766147419667533 Movie Vector: [1.1510308866835435, -0.40555048122856674] User Vector: [2.110509191708415, -0.802990350094342] Predicted: 2.754914389188561 Movie Vector: [1.3971149963540845, -0.14227671891014768] User Vector: [1.624197421213613, -0.05057350142197077] Predicted: 2.276386006063286 Movie Vector: [1.8815031536150872, 0.09787085130862204] User Vector: [1.7761701179278027, -0.2050648415008563] Predicted: 3.3217998076268858 Movie Vector: [1.1578614541675696, -1.2695842512393594] User Vector: [2.1565737688375877, -0.6731340731277289] Predicted: 3.3516140582214935 Movie Vector: [1.452691389722536, -1.3182290807160222] User Vector: [1.6971710115817544, -0.6650480118686802] Predicted: 3.34215134472917 Movie Vector: [1.67248843643213, -0.5671953073822399] User Vector: [1.9604439258407136, 0.006727670825582011] Predicted: 3.275003892920319 Movie Vector: [1.8299934434954963, -0.25604753705386196] User Vector: [1.7542447036677147, -0.5492695234928107] Predicted: 3.3508954146677 Movie Vector: [2.020550838264465, -0.6771074283437447] User Vector: [1.670106910494609, -0.20893420939565163] Predicted: 3.5160068232080812 Movie Vector: [1.815745054004225, -0.14993485640260312] User Vector: [1.6638321899774022, -1.3168389451050453] Predicted: 3.2185351277841665 Movie Vector: [1.1621381310995285, 0.03005710578788169] User Vector: [2.039333881941367, -0.1790052159524768] Predicted: 2.3646072875348207 Movie Vector: [1.982740939254946, -0.3874065498217625] User Vector: [2.127078496274838, -0.23885590958026554] Predicted: 4.309979959408 Movie Vector: [2.3319892906683863, -0.3513657565916897] User Vector: [2.0533566454450694, -0.09570526864317569] Predicted: 4.8220332612272845 Movie Vector: [1.822878003589769, -0.2723953102497367] User Vector: [1.8050871956799055, 0.17787467426392928] Predicted: 3.2420015164847467 Movie Vector: [1.6270471008083836, 0.5516866213354135] User Vector: [2.02167519442321, -0.5930061757973968] Predicted: 2.962207190305809 Movie Vector: [2.125028398288329, -0.19914963237760328] User Vector: [1.7215851965792237, -0.9180722694524479] Predicted: 3.841251187761172 Movie Vector: [2.3716403432248327, 0.21092805410150312] User Vector: [1.7073049442226655, -0.5405619124701053] Predicted: 3.93509361158699 Movie Vector: [2.190609804826692, 0.06419162016978587] User Vector: [2.046602283488842, 0.3845869427690391] Predicted: 4.507994287743844 Movie Vector: [2.205226298029902, 0.09515157074598635] User Vector: [2.1103706390321126, -1.142119426925263] Predicted: 4.54517037433234 Movie Vector: [1.8518931359278719, -0.7561263788555727] User Vector: [1.581323346303029, -0.24905335841957832] Predicted: 3.1167576647446875 Movie Vector: [1.9103767254369437, -0.2989245689742337] User Vector: [1.720281564597475, 0.4478557849279882] Predicted: 3.1525107647330506 Movie Vector: [2.0444271239238097, -0.27696605260569385] User Vector: [1.7562490787375626, -0.44402832810200404] Predicted: 3.7135040262167935 Movie Vector: [2.3206079583740222, -0.09904248767902567] User Vector: [1.94858603072092, -0.3375650846386943] Predicted: 4.555337536203611 Movie Vector: [2.0607196426684897, 0.12538226439369943] User Vector: [1.6602454124552621, -0.2473127430724307] Predicted: 3.3902917013569684 Movie Vector: [2.197741949310444, -0.23792569465989058] User Vector: [2.21227977313019, 0.0925198998306189] Predicted: 4.840007199582148 Movie Vector: [2.2327529301685995, -0.21978484051283925] User Vector: [1.5499960908371877, -0.23480976350238122] Predicted: 3.5123659399888343 Movie Vector: [1.7070794795884705, 0.9870839344319443] User Vector: [2.027825534213327, 0.30342967893807077] Predicted: 3.761169918950711 Movie Vector: [1.3360705313783805, -0.42032662461969217] User Vector: [1.7882961776406852, -0.4959402918341793] Predicted: 2.5977467332018827 Movie Vector: [1.8048502658249277, -0.13571228543737818] User Vector: [1.7538500630156797, 0.7553386009227757] Predicted: 3.062928024640614 Movie Vector: [2.08691769042069, -0.2807407700553051] User Vector: [1.904067586683511, -0.6022253159101967] Predicted: 4.142701529341878 Movie Vector: [1.865385630201337, -0.23119823388741256] User Vector: [2.232563131571636, 0.14505913685196678] Predicted: 4.131053767901619 Movie Vector: [1.868525299653876, -0.5284701133058476] User Vector: [2.2257642502071064, 0.08014552092174099] Predicted: 4.1165423000546495 Movie Vector: [2.0371007714243743, 0.1289005682491628] User Vector: [1.6235474836108237, -0.4188074635695727] Predicted: 3.2533453112666018 Movie Vector: [2.063488090428606, -0.5422715983140042] User Vector: [2.110119242360051, 0.4024311938401263] Predicted: 4.1359789192991006 Movie Vector: [2.2603029659915985, -0.22395841064912678] User Vector: [2.17472658815913, 0.10173594745548452] Predicted: 4.8927563363388575 Movie Vector: [2.088769972048467, 0.05810036812744378] User Vector: [1.89667148530607, 0.26039239347862314] Predicted: 3.9768393392665784 Movie Vector: [1.7831245490406886, -0.17255173517428973] User Vector: [1.446697550338879, -1.0649171461498748] Predicted: 2.763395218431296 Movie Vector: [1.9438972524735934, 0.6568716114226268] User Vector: [2.0177811529231153, -0.20421628178768694] Predicted: 3.788215361163628 Movie Vector: [1.7101661542255129, -0.9563936369357762] User Vector: [1.7737448977685133, -0.7072189303683072] Predicted: 3.7097781753186787 Movie Vector: [1.6450086388283758, 0.11907404530124628] User Vector: [1.7479475792883474, -0.34767874909835267] Predicted: 2.833989353028061 Movie Vector: [1.0612500661235866, -0.12347481532159225] User Vector: [1.8722481931532213, -0.16429587207024451] Predicted: 2.0072099212455954 Movie Vector: [1.4319872757441736, -0.5569870700058158] User Vector: [2.10363176344706, -0.6663011574315917] Predicted: 3.383495047526773 Movie Vector: [2.416579844275065, -0.17066663510465652] User Vector: [2.4153473878832363, -0.8454184905479376] Predicted: 5.981164543518131 Movie Vector: [1.762793240131865, -0.33000414327410815] User Vector: [1.8090490675836692, -0.1334339431114395] Predicted: 3.233013221483522 Movie Vector: [1.6796605691232271, -0.3317946009079911] User Vector: [1.679944275902052, -0.3640589828237078] Predicted: 2.94252896346991 Movie Vector: [1.9839577444686007, -0.37837804638743644] User Vector: [2.2250964274366445, 0.09113237961695794] Predicted: 4.380014797640244 Movie Vector: [2.110266472539764, -0.23097727219123068] User Vector: [2.164294898520856, 0.6482526162483744] Predicted: 4.4175073400455345 Movie Vector: [1.6970924959738873, -0.4556546860344042] User Vector: [1.718436717299707, -0.19765719137647014] Predicted: 3.006409483214421 Movie Vector: [1.9996254350608726, -0.4287099094452818] User Vector: [1.7238000298756997, -0.429758677830102] Predicted: 3.631196188554008 Movie Vector: [2.3301986945055675, -0.14043155520837525] User Vector: [1.8767448207588033, -0.6184283653344612] Predicted: 4.46003518838114 Movie Vector: [2.132829695227687, -0.6023921927525564] User Vector: [1.6549172614855472, -0.7680032423168529] Predicted: 3.99229583562158 Movie Vector: [2.214788062626588, -0.04410318264375964] User Vector: [1.6836780669434528, -0.37626854986992764] Predicted: 3.7455847245505844 Movie Vector: [2.2702638414590917, -0.6226579052570304] User Vector: [1.7225637671060277, 0.19020627017160158] Predicted: 3.792240797316572 Movie Vector: [1.5966156681040842, -1.0236924992402705] User Vector: [1.9115749045605561, -0.20045491738108312] Predicted: 3.2572546387347963 Movie Vector: [1.7303311834898096, -0.5055174591421758] User Vector: [1.7024147809092554, -0.39436952645816814] Predicted: 3.1451020636194933 Movie Vector: [1.8807904169415797, -0.1582895462166411] User Vector: [2.1114213492634226, -0.4172547579944417] Predicted: 4.03718810612018 Movie Vector: [2.2241858669106516, -0.003172526143257852] User Vector: [1.4789388066368798, -0.19982396318818266] Predicted: 3.2900687384947167 Movie Vector: [1.6669307495940955, -0.35839161512328194] User Vector: [2.1224568742171446, 0.11339798917232957] Predicted: 3.4973477398287223 Movie Vector: [1.8989231719196122, -0.2993476101624265] User Vector: [1.5576121452867677, -0.3264010703563367] Predicted: 3.055493175914088 Movie Vector: [1.0871727905852597, -0.4999630437745319] User Vector: [1.6613234289361583, -0.5143999097006255] Predicted: 2.0633265728724646 Movie Vector: [1.9396786962272519, -0.17663959701747603] User Vector: [1.4079768253370093, -0.540417826161003] Predicted: 2.8264818399220153 Movie Vector: [1.8897898776920128, -0.05855515409777498] User Vector: [1.945296373416434, -0.13533738181723898] Predicted: 3.6841260968408567 Movie Vector: [2.195097999077911, -0.6565166183879695] User Vector: [2.1773136255684156, -0.06421706467923706] Predicted: 4.821576352996315 Movie Vector: [2.0286407847593906, -0.7005805211007962] User Vector: [1.7730386918486594, -0.38618627400937133] Predicted: 3.867413184328088 Movie Vector: [2.0833344311968833, 0.42508330395919824] User Vector: [1.5089433080701138, -0.898931798675643] Predicted: 2.7615126494115665 Movie Vector: [1.5083492689884301, -0.6830268045495514] User Vector: [2.0836148804130006, -0.6585153724454816] Predicted: 3.5926026323125595 Movie Vector: [1.9464435536365114, 0.8428741320565203] User Vector: [1.7516084303285187, -0.1184058674653618] Predicted: 3.3096056949380475 Movie Vector: [1.7213271624133135, -0.5034316504614849] User Vector: [1.7700866815280245, -0.444905376551954] Predicted: 3.2708777327569716 Movie Vector: [1.900781187873338, -0.510808839057356] User Vector: [1.2072318285897485, -0.47534263569992774] Predicted: 2.537492769081668 Movie Vector: [1.9038070459140137, -0.05601216354809871] User Vector: [1.94592410438452, -0.6748264491866869] Predicted: 3.7424625101795934 Movie Vector: [1.713808939391952, -0.3675330036043174] User Vector: [1.946822339686987, -0.2675285733145585] Predicted: 3.4348071092637915 Movie Vector: [1.796524665459369, -0.3451948710394226] User Vector: [1.6720264149851536, -0.3534611773869622] Predicted: 3.125849681365966 Movie Vector: [2.096485094581332, 0.045451814771582985] User Vector: [1.926062829470461, -0.3744560391998388] Predicted: 4.0209423066781556 Movie Vector: [2.078858762820776, 0.13518861550795186] User Vector: [1.9689354686454936, 0.17310140840844815] Predicted: 4.116540092167531 Movie Vector: [2.2200587516219867, -0.13683623358360938] User Vector: [1.5877252332621912, -0.9216720733733246] Predicted: 3.6509614343943895 Movie Vector: [2.033021738169382, 0.6478514701359135] User Vector: [2.011567803578767, -0.6258282260124503] Predicted: 3.6841173362025534 Movie Vector: [2.160505520114993, -0.3310805755364821] User Vector: [1.4636185418649348, 0.16603967219022608] Predicted: 3.1071834288112194 Movie Vector: [2.0611084255155157, -0.3936561293969387] User Vector: [2.040907696844883, -0.30959770001818737] Predicted: 4.328407081925809 Movie Vector: [1.9934128408257155, 0.17090499948389565] User Vector: [1.640345604992601, -0.11370346604785275] Predicted: 3.2504535015780522 Movie Vector: [1.85472087740968, -0.23189116830562467] User Vector: [2.040317114990634, -0.41127054153111897] Predicted: 3.879588756074753 Movie Vector: [1.9062985913837822, -0.23574665780985957] User Vector: [1.6672164332535546, 0.053164953492202856] Predicted: 3.1656788781447416 Movie Vector: [1.971703169682364, -0.5789337524497005] User Vector: [1.7730495927600676, -0.09913810888204976] Predicted: 3.553321899434902 Movie Vector: [1.8857002996142092, -0.2770827481494502] User Vector: [1.8597269554299658, -0.6352815451013137] Predicted: 3.6829132334202086 Movie Vector: [2.2140393069199, -0.21855681046734748] User Vector: [2.1419160628544454, 0.16227689241995555] Predicted: 4.706819635262998 Movie Vector: [1.9698956166136543, 0.21913267149430793] User Vector: [1.784555660175283, -0.3565975832887258] Predicted: 3.437246191507904
avg loss: 1.0264075706412539: 90%|████████████████████████████████████████▎ | 62698/70000 [01:40<00:11, 659.54it/s]
Movie Vector: [1.454550758234074, -0.8005672900910595] User Vector: [1.702774277726777, -0.6171608740369661] Predicted: 2.9708504252469647 Movie Vector: [2.414554508579635, -0.5297711834134738] User Vector: [2.011438541782512, -0.021724901078504756] Predicted: 4.868237226345711 Movie Vector: [1.4921057736574763, -0.15869527687359578] User Vector: [1.7530911692212847, -0.43993474749441636] Predicted: 2.6856130219029564 Movie Vector: [1.7253404157591885, -0.6736141336385272] User Vector: [1.8591391350193545, -0.09640717481034775] Predicted: 3.2725891237048814 Movie Vector: [1.7956012221259217, -0.18173584078935695] User Vector: [1.6271546741618266, -1.0659270697524674] Predicted: 3.115438073754482 Movie Vector: [1.7902080308134263, -0.19531797654564645] User Vector: [2.2859285411346155, 0.25342478700654036] Predicted: 4.0427892156001795 Movie Vector: [2.240213161779155, 0.07621689830686659] User Vector: [1.8127901597551492, -0.35323168899309243] Predicted: 4.034114151708473 Movie Vector: [1.4274132421987693, -0.4301659373142486] User Vector: [1.2655566656519772, -0.6107246632777746] Predicted: 2.0691852905243655 Movie Vector: [1.9217975433525527, -0.4146146362002475] User Vector: [1.727927886531397, -0.0859794541707891] Predicted: 3.3563759075381245 Movie Vector: [2.0045416693996105, -0.38766895286469794] User Vector: [2.2665588976540696, -0.11289420597313164] Predicted: 4.587177335110125 Movie Vector: [1.7916851401585747, -0.3768049826560486] User Vector: [1.8730837026028224, -0.4566855567559713] Predicted: 3.528057629519382 Movie Vector: [1.805770130185807, -0.3548247226371572] User Vector: [1.9968772079217518, -0.5785509109901505] Predicted: 3.811185382237487 Movie Vector: [1.9123860840146583, -0.4162929099705284] User Vector: [2.1915895374530874, -0.06848674803682124] Predicted: 4.219675880932073 Movie Vector: [2.2365569460010595, -0.1764264282112191] User Vector: [2.166516085021508, -0.220109009689336] Predicted: 4.884369644974474 Movie Vector: [2.235684784210329, -0.39391756700898667] User Vector: [1.632870983381391, -0.6712599067866143] Predicted: 3.9150058814363953 Movie Vector: [2.0618064897261554, -0.6051818161156072] User Vector: [1.9238668250091067, -0.38818580251822077] Predicted: 4.201564094130901 Movie Vector: [1.8125924603980914, -0.11659335736957918] User Vector: [1.7251888890410232, 0.04599566072836317] Predicted: 3.1217015845295664 Movie Vector: [2.219223964313879, -0.24283734693724285] User Vector: [1.922740615414596, -0.384133907665591] Predicted: 4.360274109893835 Movie Vector: [2.111068951738744, -0.40123494544742544] User Vector: [2.076903874622033, 0.1488693587315709] Predicted: 4.324755696431017 Movie Vector: [1.5588384075803348, -0.8568701826782575] User Vector: [1.8349066455400804, -0.9323283426454219] Predicted: 3.6592073106709724 Movie Vector: [1.9254107840911134, 0.09280156701351801] User Vector: [1.838597883462781, -0.4494329272667337] Predicted: 3.498348112508509 Movie Vector: [1.9059410114118733, 0.13447725463644178] User Vector: [1.9653864421960057, -0.36809947484870653] Predicted: 3.6964096166434683 Movie Vector: [2.3177566487876207, 0.09938215559688629] User Vector: [2.0922382116413836, 0.11989502889040404] Predicted: 4.861214452295817 Movie Vector: [2.218215716372091, -0.16938852232506088] User Vector: [1.521370472252479, -0.3840226893331841] Predicted: 3.439776927860323 Movie Vector: [2.171882826899825, 0.08953142313976259] User Vector: [2.079178088590449, -0.5306185316202386] Predicted: 4.468224152395709 Movie Vector: [1.6175374574178294, -1.0559954031145464] User Vector: [1.9495606639831493, -0.5374298236312953] Predicted: 3.7210108227524277 Movie Vector: [1.3595561435245955, -0.3557828280294477] User Vector: [1.576036035752918, -0.06866638134875525] Predicted: 2.1671397941708372 Movie Vector: [1.9386833703609434, -0.5531486223258574] User Vector: [1.9595945823060483, -0.0828315723251215] Predicted: 3.8448515994828605 Movie Vector: [2.1843953505757976, -0.3604658915926505] User Vector: [2.099764928020598, -0.26973951140208013] Predicted: 4.683948639545635 Movie Vector: [1.7279093481407486, -0.3306898066284426] User Vector: [2.0235726438108443, -0.17632671390971855] Predicted: 3.554859534808881 Movie Vector: [1.703850223318407, -0.49903888018071946] User Vector: [2.0947485273565807, 0.21762060112051237] Predicted: 3.4605366050449784 Movie Vector: [2.2092582495437068, -0.6569342567609433] User Vector: [1.920371694969148, -0.18340845631045297] Predicted: 4.3630843072308005 Movie Vector: [0.9215727904398548, -0.818641551470176] User Vector: [1.8812838145144006, 0.7457564621796231] Predicted: 1.1232327473337342 Movie Vector: [1.7138680951571892, 1.2541323636785757] User Vector: [2.4114689115922174, -0.1456659064188848] Predicted: 3.950255302516836 Movie Vector: [2.3182182151286113, -0.17634157864605832] User Vector: [1.7974507103070467, -0.9117393746616698] Predicted: 4.327660538071266 Movie Vector: [1.8441806414423818, 0.03644266002761627] User Vector: [1.850647239464721, -0.414454995051257] Predicted: 3.397823970678222 Movie Vector: [2.1410573935047044, -0.3530827597218966] User Vector: [1.4003118533973689, -0.43021040031486885] Predicted: 3.150047922332948 Movie Vector: [2.124132631585078, -0.13734124461478137] User Vector: [1.9622461764645722, -0.7297168929078931] Predicted: 4.268291360919851 Movie Vector: [1.8542010648273775, -0.41432755951468075] User Vector: [1.9838715561233111, -0.40579840211579316] Predicted: 3.8466302134481833 Movie Vector: [1.3218102292603713, 0.7321754839784592] User Vector: [1.8028879881832451, -0.25881234315604795] Predicted: 2.1935797323813864 Movie Vector: [1.9210390249519813, -0.5342713162507342] User Vector: [2.009851954462673, -0.41227799458676556] Predicted: 4.081272345727892 Movie Vector: [1.9599657935442378, -0.4188224081075345] User Vector: [1.3610291925647457, -0.981508560514163] Predicted: 3.078648440334737 Movie Vector: [1.3007763417928875, 0.031014976570227514] User Vector: [2.3046098092207505, -0.4982773467620034] Predicted: 2.9823278566628737 Movie Vector: [2.0408637634309605, 0.13956044710300525] User Vector: [1.497361971023094, -0.029371385544001725] Predicted: 3.051812703702037 Movie Vector: [1.2770652546744325, 0.028912944575521068] User Vector: [2.0459707834611818, -0.00864009256930879] Predicted: 2.6125883891197184 Movie Vector: [1.7803137859981446, -0.4802726765320375] User Vector: [1.6402030493871287, -0.25093705782884346] Predicted: 3.0405943130646342 Movie Vector: [2.245688218628759, -0.17735412747418872] User Vector: [1.9096706327334976, -0.027094551690984132] Predicted: 4.293330171965402 Movie Vector: [2.1844401094812023, -0.3664110019714458] User Vector: [2.0741829850951303, -0.43016947100413205] Predicted: 4.688547333933404 Movie Vector: [1.690878001057455, -0.4457044417161793] User Vector: [2.348624369266748, -0.3582503141574196] Predicted: 4.130911035006763 Movie Vector: [1.939575439636417, -0.43207055596467] User Vector: [1.9021409000496383, 0.10756853650610793] Predicted: 3.642868575091687 Movie Vector: [1.734447644119178, 0.08208214819243757] User Vector: [1.52802696816836, -0.9935483674915858] Predicted: 2.5687301907533837 Movie Vector: [2.0362395807629095, -0.3934140698550251] User Vector: [1.7527181258778737, -0.4146088959933605] Predicted: 3.7320669950039607 Movie Vector: [1.1988360052674658, -1.2046942018584474] User Vector: [1.9244624836985638, -0.3744907347098535] Predicted: 2.7582617329989625 Movie Vector: [2.025317872665736, -0.41976567374024276] User Vector: [1.573442028235295, -0.24583542301307396] Predicted: 3.289913533358669 Movie Vector: [1.8734153126918844, -0.3811377279589652] User Vector: [1.7853747194780007, -0.9649295566958037] Predicted: 3.7125193972425543 Movie Vector: [2.0931263498478803, -0.16019836731075712] User Vector: [1.8072839474975115, 0.02557045630503596] Predicted: 3.7787773068126764 Movie Vector: [2.392276664235621, -0.2931960807049269] User Vector: [1.8152250223969038, -0.5769134540235605] Predicted: 4.511669225042345 Movie Vector: [2.1057856805098005, -0.27853749969130587] User Vector: [1.4910345499416258, -0.43171477574867867] Predicted: 3.26004795862928 Movie Vector: [2.1095025522497184, -0.1343958216408618] User Vector: [2.1192919843078917, -0.5730496747090505] Predicted: 4.547667331733419 Movie Vector: [1.4989446898225858, 0.29181746740825604] User Vector: [1.6776465401353102, -0.2796322424710835] Predicted: 2.433097799931454 Movie Vector: [1.6673435844645923, -0.9907888124838563] User Vector: [2.21308704519698, 0.04311305353414068] Predicted: 3.6472605555572417 Movie Vector: [1.7181014375569994, -0.4707547185668471] User Vector: [1.6914888994843427, -0.24034805896563485] Predicted: 3.0192944926722114 Movie Vector: [1.5566247955343382, 0.28023271342363243] User Vector: [1.9928295236602307, -0.08229939248402705] Predicted: 3.0790248677334837 Movie Vector: [1.8654702480461707, -0.27289159444489036] User Vector: [1.6234877391630185, -0.37506997693905314] Predicted: 3.1309215195116598 Movie Vector: [1.5122689343989932, 0.07283753926803785] User Vector: [1.92260713291148, -0.6211922995157989] Predicted: 2.862252921646963 Movie Vector: [2.261108850526793, -0.44595425218788887] User Vector: [1.950925819282789, -0.8480898149007368] Predicted: 4.789464895893772 Movie Vector: [1.6151310024735792, -0.9918059635477603] User Vector: [1.567753285958895, -0.06649886501659541] Predicted: 2.598080907274655 Movie Vector: [1.6075531965499648, -1.6681002722489566] User Vector: [2.0176580651251568, -0.38487467345705334] Predicted: 3.885502219712202 Movie Vector: [2.299272629191315, -0.26087469739384495] User Vector: [1.7727525679442677, 0.02606614272237983] Predicted: 4.0692414607079455 Movie Vector: [2.1570748390729815, -0.30955148004095895] User Vector: [2.116566551057596, -0.287864246963032] Predicted: 4.654701256208102 Movie Vector: [1.6237010054059924, 0.128968788016712] User Vector: [1.925644020755772, -0.15758499145980118] Predicted: 3.10634658719699 Movie Vector: [2.1464170021075972, -0.29955942545792075] User Vector: [1.9561269223416953, -0.5056636107150312] Predicted: 4.350140385095394 Movie Vector: [2.2826763438058495, -0.350932061273283] User Vector: [1.9653248489883695, -0.04071881578383656] Predicted: 4.500490078635184 Movie Vector: [2.2725000419182373, -0.17706451692542002] User Vector: [1.9844495285568184, -0.4034258685652596] Predicted: 4.581094043362722 Movie Vector: [1.9599697492298271, -0.20543068564994893] User Vector: [2.0062367565261168, -0.0642553439130706] Predicted: 3.94536337194089 Movie Vector: [1.7717007385298336, -0.03469683898529791] User Vector: [1.4919712611797704, -0.45175207869668743] Predicted: 2.6590009544332993 Movie Vector: [2.1873286489042254, -0.24986954386507457] User Vector: [2.0281420566079413, -0.3769679183545138] Predicted: 4.530406026277094 Movie Vector: [1.8908378501723433, -0.20321654320895707] User Vector: [1.7977421648034024, -0.3702585069915886] Predicted: 3.47448158394558 Movie Vector: [1.959766875335467, -0.33026333435163996] User Vector: [1.8566916830351872, 0.11769305554377626] Predicted: 3.5998131571692977 Movie Vector: [1.209211190347189, -0.019924753945811665] User Vector: [1.5687752023147017, -0.26261795570442553] Predicted: 1.9022131279272754 Movie Vector: [1.8316737623338268, -0.34584039353661894] User Vector: [1.7981843092776038, 0.0974355260227741] Predicted: 3.2599898784799985 Movie Vector: [1.402581881109107, -0.5476732495831901] User Vector: [1.9714210798621938, -0.683127599848203] Predicted: 3.1392101991400936 Movie Vector: [1.0218138137219515, -0.7405949293797094] User Vector: [1.554149626412213, -1.058538105225625] Predicted: 2.3719995101441125 Movie Vector: [1.8471311086832016, -0.6071381807233769] User Vector: [1.897278606182611, 0.04763878200577596] Predicted: 3.475599011880141 Movie Vector: [1.3150427905426478, -1.729393028886654] User Vector: [1.8911334367816224, -0.17471431047423225] Predicted: 2.7890711025746886 Movie Vector: [1.2908927296966368, -1.501066338127781] User Vector: [2.392655093831548, -0.6594700825552366] Predicted: 4.078569407224784 Movie Vector: [2.050014114992529, -0.6807933519158831] User Vector: [1.7418366886603283, -0.030547562487311754] Predicted: 3.5915863752241166 Movie Vector: [1.2219339548899435, -0.3942731925453534] User Vector: [2.0227699580253065, -0.06931512404435947] Predicted: 2.4990203898910743 Movie Vector: [2.0671962406023665, -0.12295633227027748] User Vector: [2.0368816254530753, -0.7770486527237566] Predicted: 4.306177091023109 Movie Vector: [2.1756873423031298, 0.09012239216249017] User Vector: [2.1009648039395064, 0.6477384130817918] Predicted: 4.6294182658380265 Movie Vector: [1.398766371883331, -0.19769600729951345] User Vector: [2.1446965272733802, 0.26713438055058714] Predicted: 2.9471179797976856 Movie Vector: [1.9958816464743807, 0.023220953730401884] User Vector: [1.9120831735044024, -0.20204235034414483] Predicted: 3.811600096461002 Movie Vector: [1.719400733391256, -0.35642258318593645] User Vector: [2.0452394808760115, -0.399369135501738] Predicted: 3.65893044229923 Movie Vector: [1.7258639099026194, 0.0659695742817998] User Vector: [1.8047872105982163, -0.26437180728020915] Predicted: 3.097376616246894 Movie Vector: [2.1615539937758252, 0.34514615008863575] User Vector: [2.028080996519128, -0.5163686504363819] Predicted: 4.205583926002196 Movie Vector: [1.7099532729933316, 0.6507465287864397] User Vector: [1.96751532864377, -0.03166285974331047] Predicted: 3.3437547798095535 Movie Vector: [1.373209835870441, -1.1091345292757668] User Vector: [2.176946870619335, -0.24859966100413095] Predicted: 3.265135322887779 Movie Vector: [1.8640139764863939, -0.7054396423693035] User Vector: [1.169992462137727, -0.4653350674085605] Predicted: 2.5091481053430416 Movie Vector: [2.2807550247033954, -0.47993766926528775] User Vector: [1.7129123712135836, 0.2885113175745865] Predicted: 3.7682660482085844 Movie Vector: [1.7973235369800173, -0.6207012690877547] User Vector: [1.7078609077732898, 0.34482138560196723] Predicted: 2.8555475357772533 Movie Vector: [1.485849762556081, -0.3084581644319699] User Vector: [2.0273989912981123, -0.7542981385772057] Predicted: 3.2450797290867146 Movie Vector: [2.372747540393774, -0.25386453579830526] User Vector: [1.5079256764457736, -0.6195533260797638] Predicted: 3.7352095574108626 Movie Vector: [1.7083785349410416, -0.2986971137760509] User Vector: [1.6944403849934386, -0.3872495269267903] Predicted: 3.0104158984641987 Movie Vector: [1.6996533896242407, -0.3707385342595256] User Vector: [1.5891757501766313, -0.42418922050563823] Predicted: 2.8583112403553077 Movie Vector: [1.7652784114432463, -0.4570532000544368] User Vector: [2.01615588794378, -0.06949118142744888] Predicted: 3.590837629938323 Movie Vector: [2.240258515591856, -0.1485621657220745] User Vector: [2.0832223965863217, -0.5721372236956754] Predicted: 4.751954658866627 Movie Vector: [1.9421444079837948, -0.2376045343987127] User Vector: [1.1353992548641236, -0.4522432021782914] Predicted: 2.3125643491518812 Movie Vector: [2.2049690180174295, -0.4215496235285953] User Vector: [1.6047360056981197, -0.41999778769421514] Predicted: 3.7154430839467345 Movie Vector: [1.914761469488169, -0.11264216298026107] User Vector: [1.8283109204167265, -0.4772128891560013] Predicted: 3.554533596694989 Movie Vector: [1.6375022671533896, 1.0468415411204977] User Vector: [2.0349758595233602, -0.6183689140080525] Predicted: 2.684943316650722 Movie Vector: [2.221279947393146, -0.16588500969871184] User Vector: [1.9919175700351603, -0.4729708729196991] Predicted: 4.503065333020677 Movie Vector: [1.7397222886839754, -0.45212708949477876] User Vector: [1.5814862338202622, -0.24026183512755256] Predicted: 2.859975734456882 Movie Vector: [1.4894375920211504, 0.6502832444386749] User Vector: [1.9511865563009205, -0.46992908405545786] Predicted: 2.600583596565206 Movie Vector: [2.0722624265166147, 1.41679514824407] User Vector: [1.7728511511734446, -0.16141270624326987] Predicted: 3.4451240893130457 Movie Vector: [2.219830794062678, 0.6906520040486077] User Vector: [1.9887124115555166, -0.37700823563821056] Predicted: 4.1542235582192255 Movie Vector: [1.6008615716056274, -0.3532551249812715] User Vector: [1.9001115996633269, 0.3328279014627529] Predicted: 2.924242479734637 Movie Vector: [2.041824005461501, -0.16092422135117743] User Vector: [1.8629232744631015, -0.2508980469943315] Predicted: 3.844137034982799 Movie Vector: [1.4007456865428125, -0.236470771924136] User Vector: [1.8326165176245768, -0.39706655459709644] Predicted: 2.6609243168205685 Movie Vector: [1.8801768511110373, -0.3432122291463761] User Vector: [2.049535097161192, 0.04856890772805829] Predicted: 3.8368190021335327 Movie Vector: [1.9155695995052473, 0.01589175678979428] User Vector: [2.103963124182152, 0.12039777670178278] Predicted: 4.032201131348791 Movie Vector: [1.928683083055449, -0.08238064159412022] User Vector: [1.8195442533738004, 0.0754770406534323] Predicted: 3.5031063733181513 Movie Vector: [2.033356547702973, 0.35705536489859696] User Vector: [1.78817647178583, 0.002813337192248369] Predicted: 3.637004854491879 Movie Vector:
avg loss: 1.0264824359572644: 90%|████████████████████████████████████████▎ | 62698/70000 [01:40<00:11, 659.54it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 1.0269974577954974: 91%|████████████████████████████████████████▋ | 63388/70000 [01:41<00:09, 711.00it/s]
[1.7846425666356962, -0.13328590721481262] Predicted: 3.7727455156573417 Movie Vector: [2.424140894509244, -0.34029294351832645] User Vector: [1.6585112061651968, 0.24797021111455858] Predicted: 3.9360823258218716 Movie Vector: [1.8762479481332848, -0.5953238744857038] User Vector: [2.135902363542952, -0.3065890599199369] Predicted: 4.190002214036963 Movie Vector: [1.2728588349955259, 0.15068291556757057] User Vector: [2.012754711787941, -0.7746050880830964] Predicted: 2.4452328644923185 Movie Vector: [2.0915237383102894, -0.10234271205669879] User Vector: [2.018956727378181, -0.035641844361918716] Predicted: 4.226343604947423 Movie Vector: [1.4088811847102543, -0.9925313243202315] User Vector: [2.171534188498888, -0.12188439569248712] Predicted: 3.180407740801769 Movie Vector: [1.6813158978255573, -0.5775471143256699] User Vector: [1.7693652595163312, 0.09839312172817172] Predicted: 2.9180352763614503 Movie Vector: [1.2903153709882627, -0.7766731012341167] User Vector: [2.133909386803829, -0.14816543006388017] Predicted: 2.868492186152519 Movie Vector: [1.887420139486186, -0.05004375127122471] User Vector: [2.0230296484724963, -0.11172356311379363] Predicted: 3.8238979675082505 Movie Vector: [1.5089709453725455, -0.241301606333283] User Vector: [1.6193206007527887, -0.6337035493422274] Predicted: 2.5964214221745565 Movie Vector: [2.3265434938061387, -0.12877082462371145] User Vector: [1.90506799412991, 0.08475794294841554] Predicted: 4.421309196794376 Movie Vector: [1.490448203103753, -0.7749185213822503] User Vector: [1.4428851394804292, 0.15332896704510554] Predicted: 2.0317281069960527 Movie Vector: [2.3198638257021873, -0.3600157619865618] User Vector: [1.9238902014015893, -0.19558396441861972] Predicted: 4.5335765928369645 Movie Vector: [2.3245787069288917, 0.09509081412916023] User Vector: [1.8910992929132757, -0.6396939323222752] Predicted: 4.3351801321764745 Movie Vector: [1.8752465892184074, -0.3395144782450141] User Vector: [2.158915383052675, 0.6247428213019337] Predicted: 3.8363894754690357 Movie Vector: [1.9314747930878848, -0.8983212301445461] User Vector: [1.7665817802805968, -0.41923473123755894] Predicted: 3.788715638024935 Movie Vector: [1.42717292662999, -0.7302427694660217] User Vector: [1.4941344491433863, -0.4016499704519011] Predicted: 2.4256902213413962 Movie Vector: [1.711235004944848, -0.7031188121453295] User Vector: [2.0712154360017068, -0.7644929685214975] Predicted: 4.081865744788518 Movie Vector: [1.7073791328112031, -0.48046066362080425] User Vector: [1.6022827972531015, -0.5068949047296634] Predicted: 2.9792472752047274 Movie Vector: [2.2014843349304565, 0.12880458442114037] User Vector: [1.5283621311233508, -1.3008604290815962] Predicted: 3.197108502811224 Movie Vector: [1.4043218879744899, -0.6461394914116599] User Vector: [2.3228685634059425, -1.5510437713317962] Predicted: 4.264245800044374 Movie Vector: [1.9445540143065965, -0.38313601076096804] User Vector: [1.6839016468707961, -0.2394763352726687] Predicted: 3.366189714888122 Movie Vector: [2.1409415047015, -0.24223567703757076] User Vector: [2.168118614263257, -0.7122209703939507] Predicted: 4.814340457355842 Movie Vector: [2.2262284310681313, -0.1158852864834766] User Vector: [1.8232276975010855, -0.6097373795692671] Predicted: 4.129580927398871 Movie Vector: [2.061762526009237, -1.2035837951593915] User Vector: [2.0454226503745816, 0.28116535061573883] Predicted: 3.878769710631394 Movie Vector: [1.9435123812987851, -1.9842375910177557] User Vector: [1.9184369584598846, -0.3142043570002941] Predicted: 4.351962077929516 Movie Vector: [1.9829469518500173, -0.33282564838465917] User Vector: [1.8118305705281104, -0.9520931176700803] Predicted: 3.90964491630851 Movie Vector: [1.8954750843171837, -0.6993189363216823] User Vector: [1.885860161276028, -0.8352570373664939] Predicted: 4.158712011131433 Movie Vector: [2.0623518603508395, 0.050842428472755614] User Vector: [2.059860128692777, -0.20564676347227356] Predicted: 4.237700787609575 Movie Vector: [2.1927525296418735, -0.31153727305551904] User Vector: [1.9273806755060872, -0.33980080594225043] Predicted: 4.332129468264151 Movie Vector: [1.7674415883562258, 0.4094908852390727] User Vector: [1.5749735783597545, -0.27411003043836807] Predicted: 2.671428243938137 Movie Vector: [1.8773762518419048, -0.9654581262042197] User Vector: [1.9481683264494076, -0.25691506700737876] Predicted: 3.905485689853281 Movie Vector: [2.352572139261254, -0.3633409110156847] User Vector: [1.7855582542164874, -0.15185946749452967] Predicted: 4.255831359163491 Movie Vector: [1.1641522930960038, -0.5203779896588219] User Vector: [2.0661090997992546, -0.7623948574878241] Predicted: 2.80199914958356 Movie Vector: [1.3467362236217186, 0.4397460976033383] User Vector: [1.6778691397578267, -0.1352275180206364] Predicted: 2.200181375670717 Movie Vector: [2.0946562805402253, -0.08690066354200845] User Vector: [2.0122607746105023, -0.3585659281816843] Predicted: 4.246154286705172 Movie Vector: [1.4399751669769218, -0.7336473166081094] User Vector: [1.7542230204250155, -0.6486105622140065] Predicted: 3.001888985243255 Movie Vector: [1.7874319458833918, 0.05974023676026345] User Vector: [1.0943968988300243, -0.11919712673728769] Predicted: 1.949039113872071 Movie Vector: [1.743457346936366, 0.11507698840257957] User Vector: [2.084516299808102, -0.22408830596920407] Predicted: 3.608477850321872 Movie Vector: [1.5578591705051346, 0.2911810514991699] User Vector: [1.8461807530709369, 0.3447285856263639] Predicted: 2.976468048626141 Movie Vector: [2.0516541547554406, -0.0471137438515576] User Vector: [1.9546359751318376, -0.26024111524718146] Predicted: 4.022497952657086 Movie Vector: [1.9998125905960022, -0.06183324596775459] User Vector: [1.9619575693054727, 0.31681014675557634] Predicted: 3.903958049582795 Movie Vector: [1.755632585859663, -0.36801483579310057] User Vector: [1.6715136816187732, 0.1760172686928742] Predicted: 2.869786920925414 Movie Vector: [2.232201855919939, -0.3522942623925445] User Vector: [2.0187860975233733, 0.11718705510082968] Predicted: 4.465053746458343 Movie Vector: [2.0029337218872074, -0.35743117506656336] User Vector: [1.9501116496765014, -0.14292353848267408] Predicted: 3.9570297128866905 Movie Vector: [1.8577542835281833, -0.13245250188483365] User Vector: [1.9539605420849564, 0.018963366383801188] Predicted: 3.6274668215816854 Movie Vector: [1.3272970389449126, -0.827783743976542] User Vector: [2.2740198333061916, -0.32336812322904507] Predicted: 3.2859786669785183 Movie Vector: [1.1030841890136558, -0.0975428621246312] User Vector: [1.919515226957899, -0.25294567796175255] Predicted: 2.142059942818662 Movie Vector: [1.5332720172724137, -0.9264618310177389] User Vector: [1.9548001897805751, -0.22816941445212782] Predicted: 3.2086306838449232 Movie Vector: [2.012794485339605, -0.3727705615040318] User Vector: [2.104362316454082, -0.5697455602383285] Predicted: 4.448033238119724 Movie Vector: [1.8816686468987152, 0.11546704292131565] User Vector: [1.5704581502998687, -0.1902093397936035] Predicted: 2.93311895268383 Movie Vector: [1.59610735709475, -0.37689426096327894] User Vector: [2.001280915152658, -0.010510286795822723] Predicted: 3.1982204590628953 Movie Vector: [1.4600245558376703, -0.8281961885590844] User Vector: [2.00841764737917, -0.016096912792149705] Predicted: 2.9456704853733378 Movie Vector: [1.6086201451628195, -0.3643590710722421] User Vector: [2.202031119579918, -0.09209981099814815] Predicted: 3.5757890208129073 Movie Vector: [2.4280048926300193, -0.339715222712948] User Vector: [1.4696084708848864, -0.10137875241983502] Predicted: 3.6026564630156908 Movie Vector: [1.900178962128572, -1.0182122506928424] User Vector: [1.8861935574867452, -0.37964760571141876] Predicted: 3.9706671595203353 Movie Vector: [1.6313411660508315, -1.7138979206560316] User Vector: [1.7858219265447073, -0.042144136916531155] Predicted: 2.985515572637671 Movie Vector: [1.8794803429140854, -0.7227376803493482] User Vector: [2.169456828566355, 0.20202829878062234] Predicted: 3.9314380000655644 Movie Vector: [1.9098097089898114, -0.4221500464758141] User Vector: [1.7012443237681265, -0.3129013540773684] Predicted: 3.3811442480622804 Movie Vector: [1.8068054854541866, 0.15657462593904553] User Vector: [1.7247065798754089, -0.05891146109348087] Predicted: 3.1069852693335838 Movie Vector: [2.1420636444631738, -0.2908184579351414] User Vector: [1.739994457392113, -0.24710420868573796] Predicted: 3.7990413336663416 Movie Vector: [1.8508921103783058, -0.47169810753350067] User Vector: [1.8685393492013593, -0.16190515462936178] Predicted: 3.5348350944067986 Movie Vector: [1.609455177267411, -1.0145490007061884] User Vector: [1.9021880551909172, -0.12155401876132539] Predicted: 3.184808921829373 Movie Vector: [1.8893617453016578, -0.32902594091918175] User Vector: [1.6977991366792422, -0.10088278643575715] Predicted: 3.240949793777515 Movie Vector: [1.265488376169086, -0.14139739170958943] User Vector: [2.7756050752469146, 0.3697229795407842] Predicted: 3.4602180945987273 Movie Vector: [1.5668830265247249, -0.08347376551160932] User Vector: [2.0001776207435324, -0.01076582712453744] Predicted: 3.1349430281065818 Movie Vector: [1.787458063140647, -1.5429555392610759] User Vector: [1.774932320980151, -0.418338342982372] Predicted: 3.8180945522548644 Movie Vector: [1.431525263139274, -1.3099349899572836] User Vector: [2.1615282546606918, -0.09579388601556077] Predicted: 3.2197660666518853 Movie Vector: [2.271565743991342, -0.35000925650407244] User Vector: [1.7438391899097105, 0.16085643135610958] Predicted: 3.9049441268856606 Movie Vector: [1.9953557567845654, -0.5779687796968492] User Vector: [2.136124824543679, 0.15908691184375526] Predicted: 4.170381697559574 Movie Vector: [1.9198550624164765, -0.37530749346277914] User Vector: [1.7412603988755997, -0.29989127994342835] Predicted: 3.455519036353566 Movie Vector: [1.5355776649819786, -0.4940021615866672] User Vector: [1.337334919893772, -0.39653109673799636] Predicted: 2.249468852514242 Movie Vector: [1.7227260945252774, -0.13638123231593868] User Vector: [1.5766272177915193, -0.23960317417389687] Predicted: 2.7487742255888845 Movie Vector: [2.152495516543615, 0.08149402514265501] User Vector: [2.127658051041524, -0.19599568417211916] Predicted: 4.563801938391032 Movie Vector: [2.125402805370194, -0.4247549869475337] User Vector: [2.1041556483232364, -0.5979260194806286] Predicted: 4.72615037648183 Movie Vector: [1.7450401868640855, -0.4947597103854533] User Vector: [2.144858108057085, -0.5772454014214956] Predicted: 4.028461361309518 Movie Vector: [1.9570003184908522, -0.23412985814914522] User Vector: [1.7505783294746113, -0.393661511092652] Predicted: 3.518050262075899 Movie Vector: [1.2461772211172153, 0.6582150533693245] User Vector: [1.9177081777549339, -0.106826811205332] Predicted: 2.3194892326296097 Movie Vector: [2.010389911316463, -0.4174312346315459] User Vector: [2.1292507363450883, 0.034017413699203546] Predicted: 4.266424268011885 Movie Vector: [1.8406936749547729, -0.11444994400172231] User Vector: [2.0932706365354834, 0.5285129804048075] Predicted: 3.7925817396279022 Movie Vector: [2.289965311118547, -0.6163753280497143] User Vector: [1.6685080694165635, -0.21756549518268659] Predicted: 3.954927603750834 Movie Vector: [1.99755794585296, -0.19513457438118006] User Vector: [1.9035180634318418, -0.3960730354434618] Predicted: 3.8796751758780363 Movie Vector: [1.7749833580100025, -0.9453202457987298] User Vector: [2.018673210655662, -0.12192582797964052] Predicted: 3.6983703078493475 Movie Vector: [1.8606997282165494, -0.3712106603896638] User Vector: [2.2115792530592007, 1.1236267247450376] Predicted: 3.6979826965725335 Movie Vector: [1.7428150754158203, -0.4941608664123548] User Vector: [1.8648755759877058, -0.2768887739576563] Predicted: 3.386960864044905 Movie Vector: [1.8850459663412982, -0.3588411810838087] User Vector: [2.1179744030890992, -0.08014638807036643] Predicted: 4.021238929911997 Movie Vector: [1.8140513477585891, -0.4279499108874491] User Vector: [1.8697912764264466, -0.35804670357406515] Predicted: 3.5451234399167144 Movie Vector: [1.4992084041998635, -0.6021406662996269] User Vector: [2.437455154845206, 0.8849564922423638] Predicted: 3.121384961119215 Movie Vector: [1.4961140225564251, -0.5005231469242972] User Vector: [1.8600601316538536, 0.1456685042700671] Predicted: 2.709951587600471 Movie Vector: [1.8013803129376482, -0.5960343204462663] User Vector: [1.8853116401847012, -0.07361628009957254] Predicted: 3.4400411018638386 Movie Vector: [2.2040665534307937, 0.09887185105198591] User Vector: [1.8064089232018805, -0.4023380544094599] Predicted: 3.9416655812600823 Movie Vector: [2.050777919004157, -0.07857732138661112] User Vector: [2.208418553634469, -0.46108955664792445] Predicted: 4.5652071879934 Movie Vector: [2.3019086432620535, -0.18018745104126777] User Vector: [2.0867243494621253, 1.3963299665794062] Predicted: 4.55184767864177 Movie Vector: [2.0675366156068353, -1.1797818280879762] User Vector: [1.7899766454409736, -0.2718336413845838] Predicted: 4.021546645898822 Movie Vector: [1.2148930775907654, -1.2634493368889192] User Vector: [1.9540107820475237, -0.25599603006318966] Predicted: 2.6973521870767874 Movie Vector: [1.9443525344575385, 0.27642577702158183] User Vector: [1.8781707214333563, -0.25848518364050965] Predicted: 3.5803740346264954 Movie Vector: [1.976075075622469, -0.2984443283077142] User Vector: [1.7882760163374576, -0.265032780019786] Predicted: 3.6128651942304204 Movie Vector: [1.2586977312821483, -0.16309259245100682] User Vector: [1.6825486835234267, -0.18423899708504757] Predicted: 2.1478682263878763 Movie Vector: [2.055404722883606, -0.3774259970175724] User Vector: [1.7849570870424933, -0.3977744862192576] Predicted: 3.818939658901161 Movie Vector: [2.2858986880128835, -0.1376084908996212] User Vector: [2.122866273226926, -0.8345019867567857] Predicted: 4.9674917878465665 Movie Vector: [1.8507238833039708, 0.23041202102665062] User Vector: [2.0585354962116047, -0.1601920212161277] Predicted: 3.772870640107055 Movie Vector: [1.8629453519746615, 0.1546570350856767] User Vector: [1.6518204537765768, 0.13877081841608474] Predicted: 3.0987131199923943 Movie Vector: [2.0697096323494746, -0.4089289727061153] User Vector: [1.8202040774762773, -0.38540546579425083] Predicted: 3.9248973731970054 Movie Vector: [1.9301795075988217, -0.33118338086006194] User Vector: [1.8371225353874245, -0.2728489321073985] Predicted: 3.6363393025521837 Movie Vector: [1.9152992216310678, -0.13654474901681862] User Vector: [1.7971615852013396, -0.9586349574367227] Predicted: 3.5729987549433275 Movie Vector: [1.5108708508461943, -1.124854932064798] User Vector: [2.1245259166582597, -1.0518345875445385] Predicted: 4.393045602862072 Movie Vector: [1.7191368778969816, -0.46518414976303174] User Vector: [1.4797164402584417, -1.5887189736245912] Predicted: 3.282881986236685 Movie Vector: [2.212481791991727, -0.24989890962431643] User Vector: [1.3360203872587921, -0.23662418309247923] Predicted: 3.0150529058853683 Movie Vector: [2.0074176019328105, -0.49910649204802265] User Vector: [2.1205732546328897, -0.5681779468271095] Predicted: 4.540457379437937 Movie Vector: [1.90040580310492, -0.050760895782664545] User Vector: [2.0829624125293007, -0.4526386516057585] Predicted: 3.9814501998414733 Movie Vector: [1.4074610999949448, 0.1363811244865543] User Vector: [1.7715630771661204, -0.279398238376729] Predicted: 2.4553014713692765 Movie Vector: [1.827011939666197, -0.29129776369841764] User Vector: [1.8065039728807868, -0.0421963090498976] Predicted: 3.3127960179701796 Movie Vector: [1.9769769690815389, -0.363377342570766] User Vector: [2.011345948448806, -0.41845354078501307] Predicted: 4.12844115257854 Movie Vector: [1.6878254726949924, -0.2547781394720781] User Vector: [1.7898039650174018, -0.1969989715274381] Predicted: 3.0710677547305414 Movie Vector: [1.689517416154321, -1.6837352070283698] User Vector: [1.837558250261678, -0.587346364331797] Predicted: 4.093522419360724 Movie Vector: [2.1823255904593073, -0.1929837424082015] User Vector: [2.2426608680059053, 0.1738783275099937] Predicted: 4.8606605126044125 Movie Vector: [1.2985144949140843, 0.9829921697813006] User Vector: [1.0814955250559453, -0.3651536463718725] Predicted: 1.0453944403192226 Movie Vector: [1.8861748186320608, -0.4178029993802917] User Vector: [1.9637956009014437, -0.6753522488930719] Predicted: 3.98622600658647 Movie Vector: [1.6145028611070344, -0.7023714620427858] User Vector: [2.0072385694506227, -1.037677927377568] Predicted: 3.9695277762841314 Movie Vector: [2.252166250218659, 0.2185383073607228] User Vector: [1.8935036036412611, -0.28874853774369913] Predicted: 4.201382294096865 Movie Vector: [2.245228909169876, -0.1564960549239891] User Vector: [1.379343503594188, -0.4100454448731937] Predicted: 3.16111240440754 Movie Vector: [2.010036403604527, -0.2466100153799745] User Vector: [1.7762073924229291, -0.19248727775805036] Predicted: 3.6177108096499215 Movie Vector: [1.3377962968236077, -0.2877960639109166] User Vector: [2.0771810939458417, -0.570366801581355] Predicted: 2.94299449579333 Movie Vector: [1.2398280169776104, -0.957503275035762] User Vector: [2.031360902164302, -0.15556797335774009] Predicted: 2.6674950030769287 Movie Vector: [2.062340132858489, 0.1752584539514608] User Vector: [2.0228916940314137, -0.10305538676268382] Predicted: 4.153829397271682
avg loss: 1.0271917332992297: 91%|████████████████████████████████████████▊ | 63527/70000 [01:41<00:09, 652.03it/s]
Movie Vector: [1.479201366730585, -0.697050890673341] User Vector: [2.181093762641152, -1.396362342806666] Predicted: 4.199612489422446 Movie Vector: [1.9875316834215733, -0.11944009535581844] User Vector: [2.062311334851393, 0.11031774292851461] Predicted: 4.085732757361761 Movie Vector: [1.9796777370274923, -0.1247333661809514] User Vector: [1.668349471202342, 0.8111488695272178] Predicted: 3.2016169767508624 Movie Vector: [1.6831173157317578, 0.28617050674635097] User Vector: [1.8910612337044321, -0.6203724312966197] Predicted: 3.0053456145213704 Movie Vector: [2.214972135543827, -0.19712856431824602] User Vector: [1.8585751453635733, -0.16910744646406295] Predicted: 4.150028066931618 Movie Vector: [2.1697123195122945, -0.5483968956343448] User Vector: [2.0332500429601494, -0.09829216861959994] Predicted: 4.465470786995694 Movie Vector: [1.7166808048171054, -0.6570173957307208] User Vector: [1.7930509897047822, -0.1970480764148714] Predicted: 3.20756023008436 Movie Vector: [1.885738920718903, -0.017612215762172718] User Vector: [1.8127127201567872, -0.6091900273097658] Predicted: 3.42903211468303 Movie Vector: [1.9905030857643917, 0.10871403120036127] User Vector: [1.8899116495841677, -0.3811727434471478] Predicted: 3.7204361447955168 Movie Vector: [2.166761206881182, 0.09076996668671941] User Vector: [1.725861383057741, -0.4280570911017928] Predicted: 3.7006747653644934 Movie Vector: [2.032504543176315, -0.5675795501405237] User Vector: [1.825869888443747, -0.3865249050732014] Predicted: 3.9304724752503035 Movie Vector: [2.0152719946278967, -0.27779838678023183] User Vector: [1.6969032635219115, -0.28663267586050056] Predicted: 3.499347719520938 Movie Vector: [1.7382685298886322, -0.023637098495752303] User Vector: [1.7171310645726123, -0.1224074290389449] Predicted: 2.987728247697542 Movie Vector: [2.2214044993722197, -0.22519449658960616] User Vector: [2.0051722346052023, -0.7643434529188695] Predicted: 4.626424563069871 Movie Vector: [2.214044836133322, -0.35531514022313476] User Vector: [1.706903130310322, -0.35981106099165955] Predicted: 3.907006379033458 Movie Vector: [1.7996206508938775, -0.26498646205334625] User Vector: [1.7307571810381996, -0.40573170319533153] Predicted: 3.2222197732518265 Movie Vector: [1.7491415769514727, -0.143725730493519] User Vector: [1.7177795670624623, -0.16960717339605036] Predicted: 3.0290165756799414 Movie Vector: [2.0763042669334437, -0.1425344181455495] User Vector: [2.2089101658076373, 0.10975344537645013] Predicted: 4.570725959062856 Movie Vector: [1.9521038023763932, 0.039337587485584656] User Vector: [1.7255918908590926, -0.34544239586932807] Predicted: 3.354945621027165 Movie Vector: [2.0449813178834755, -0.6325521620729738] User Vector: [1.5124179474481068, -0.17543020576955495] Predicted: 3.203835203315489 Movie Vector: [1.9046205210784837, 0.2818939363627382] User Vector: [1.3661582909835268, -0.4091264144133261] Predicted: 2.48668286061979 Movie Vector: [1.9797389836924446, -0.25203965802490363] User Vector: [1.7800633202446563, -0.1920773650622665] Predicted: 3.572471861933973 Movie Vector: [1.5005528900575364, -0.6367901435879042] User Vector: [1.7702159577253234, -0.5202345442455886] Predicted: 2.98758290152024 Movie Vector: [1.920041796091134, -0.016247352694964023] User Vector: [1.8042161260732115, -0.1959236504644766] Predicted: 3.467353611892578 Movie Vector: [1.3993082355331437, -0.6856868115674281] User Vector: [1.7047697595357507, -0.36272301965754017] Predicted: 2.6342127550373213 Movie Vector: [2.196157309386182, -0.5754089114162223] User Vector: [1.927198253548725, -0.17521478053771408] Predicted: 4.333250677300556 Movie Vector: [1.9590467464225065, -0.10391316262246639] User Vector: [1.9253011833471618, -0.5806639267030452] Predicted: 3.832093644164152 Movie Vector: [1.3807523931277754, -0.1417672278059723] User Vector: [1.2915974453162162, 0.02902240154637619] Predicted: 1.779261838166585 Movie Vector: [2.2114499495707567, 0.08440155604405494] User Vector: [2.0603471856521027, -0.824470996877104] Predicted: 4.486768044758972 Movie Vector: [2.2176169167845217, -0.11300535976855879] User Vector: [1.8044396267483531, -0.5640184139270663] Predicted: 4.065292945375416 Movie Vector: [1.9897124070070809, -0.4177615833341918] User Vector: [1.6757645584539465, -0.18335996114369701] Predicted: 3.4108902808660466 Movie Vector: [1.2945152072533521, -1.5000193497176342] User Vector: [1.6673842629631845, -0.2544164015701243] Predicted: 2.540083809981483 Movie Vector: [1.5725455869589633, -0.65243349079094] User Vector: [1.8321511160713932, -0.8098464907117304] Predicted: 3.409512125159856 Movie Vector: [1.9788047734987586, -0.03741454437681792] User Vector: [1.8058046709979259, -0.8057212651628932] Predicted: 3.603480597007834 Movie Vector: [2.110433617189392, -0.2798306256760276] User Vector: [2.24139817921667, 0.10752320380650891] Predicted: 4.7002337815300885 Movie Vector: [1.684728519273464, -0.3039960663475967] User Vector: [2.074510939399777, -0.7661504936075008] Predicted: 3.727894479438539 Movie Vector: [1.72261869940443, 0.3373788237998299] User Vector: [1.0977170971029604, -0.1190861577958558] Predicted: 1.850770850277501 Movie Vector: [2.276773246613, 0.006673031517691689] User Vector: [1.0793469674587621, -0.36678013210047034] Predicted: 2.4549807639414127 Movie Vector: [1.5989146962550609, -0.321259860113173] User Vector: [0.9294046414023274, -2.4830352134951923] Predicted: 2.2837382852493944 Movie Vector: [1.8465918056482646, 0.4432357063327356] User Vector: [1.9902665731928952, -0.9643422556586668] Predicted: 3.2477790242802795 Movie Vector: [2.209327329338642, -0.5503119799296583] User Vector: [1.8738663957169805, -0.36472055375083523] Predicted: 4.340694329642488 Movie Vector: [1.888121504810227, -0.3357887596948576] User Vector: [1.4690084162069728, -0.19754359120381096] Predicted: 2.839999298863593 Movie Vector: [1.8906236740848237, -0.3226768855151448] User Vector: [2.042686269578874, 0.31202259643756103] Predicted: 3.7612685403650126 Movie Vector: [1.7052004756955244, -0.5057060275449332] User Vector: [1.5141598830081298, -0.2864692724195869] Predicted: 2.7268153905535386 Movie Vector: [1.2971073695546418, -0.4095211427944495] User Vector: [1.5914148758903943, -0.08102877371449162] Predicted: 2.0974189595471078 Movie Vector: [2.091386207386822, -0.28362153386807165] User Vector: [2.087222645127811, -0.590447607884599] Predicted: 4.532652307982707 Movie Vector: [2.0688714339657794, -0.12533175533670554] User Vector: [1.6662407057232187, -1.37801341847421] Predicted: 3.619946638796655 Movie Vector: [1.7581337275407318, -1.2702940981653692] User Vector: [1.6780980738340114, -0.11764062581100052] Predicted: 3.0997590144009073 Movie Vector: [1.4005175970001302, -0.40086927658779403] User Vector: [1.834717231210683, -0.7842506870003972] Predicted: 2.8839357733912476 Movie Vector: [1.330759629911748, 1.1146092613432816] User Vector: [1.8533106472345326, -0.12497412783820377] Predicted: 2.3270136707085673 Movie Vector: [1.5162161491492834, -0.5084641599981854] User Vector: [1.7525840714663417, 0.19432029414468108] Predicted: 2.5584913667661935 Movie Vector: [1.8344459250586047, -0.1209251124587567] User Vector: [1.7086201114323025, -0.27360224737263383] Predicted: 3.1674565834226707 Movie Vector: [1.5277567987824938, -0.4220162073967985] User Vector: [1.8540742166915127, -0.6988313575695554] Predicted: 3.1274926491292447 Movie Vector: [1.1389078923798088, -0.1311846164364707] User Vector: [2.087997719618723, -0.5998703249784743] Predicted: 2.456730840638729 Movie Vector: [1.9361792060549294, 0.141684858986159] User Vector: [1.9744884991092206, -0.38979639103279135] Predicted: 3.7677353278730856 Movie Vector: [1.9933796990510086, -0.32018125434523936] User Vector: [2.1170088160058103, -0.03177445069267004] Predicted: 4.230175980016904 Movie Vector: [1.530010733765767, -0.5155363687957285] User Vector: [2.508061057173305, -0.17279029212320232] Predicted: 3.926440018179422 Movie Vector: [2.190846577234141, -0.47258889505936696] User Vector: [1.9091949298169262, -0.04870623534859425] Predicted: 4.205771203208083 Movie Vector: [2.2396724552202225, -0.3198093433989072] User Vector: [1.7668107327755471, 0.17686497851714192] Predicted: 3.9005142591350213 Movie Vector: [1.8722623082456586, -0.2923547215384582] User Vector: [2.6393541085777543, 0.24459999939900057] Predicted: 4.870053250890847 Movie Vector: [2.2501858195028563, -0.677321223273783] User Vector: [1.8446283772518912, -0.12414114652040728] Predicted: 4.234840049964584 Movie Vector: [2.0961109975565555, 0.8181320727478052] User Vector: [2.143047774365132, -0.5767321294751679] Predicted: 4.020222955628078 Movie Vector: [2.2251486124532076, -0.12082597175082975] User Vector: [1.988825574587558, -0.561315004789801] Predicted: 4.493253898617008 Movie Vector: [2.019303147421848, -0.6453608287456356] User Vector: [2.326449427876312, 0.2708450937936436] Predicted: 4.5230138378360385 Movie Vector: [1.2606506882481363, -1.72436795849088] User Vector: [1.9693690880706292, -0.8765144937753881] Predicted: 3.9941200045099765 Movie Vector: [2.1025315222335097, -0.17988178966254414] User Vector: [0.8899580333307333, -0.698578123716524] Predicted: 1.996826301656038 Movie Vector: [1.9121401506284657, -0.23779195708271636] User Vector: [1.4927678490663103, -0.5310304788727185] Predicted: 2.980656116608701 Movie Vector: [2.0748668922548563, -0.1020486588426712] User Vector: [1.9982269082851356, -0.21187877321474533] Predicted: 4.167676799857404 Movie Vector: [1.4979167036784469, 0.04627511465277066] User Vector: [1.8138449283094344, 0.12491366543363969] Predicted: 2.7227690101867768 Movie Vector: [1.569760693903282, -0.36211916009775563] User Vector: [1.53113955148013, -0.29150488014688525] Predicted: 2.509082187157396 Movie Vector: [2.024001603324434, -0.22024359047287562] User Vector: [1.8859546489879864, -0.09763237064639682] Predicted: 3.838678137206396 Movie Vector: [2.177628170023294, 0.4868107721321336] User Vector: [1.9730004399749856, 0.5359910944705623] Predicted: 4.557387576113044 Movie Vector: [2.0505371077652863, 0.20876499591277245] User Vector: [1.9315707096873562, 0.005950621208677865] Predicted: 3.961999697898761 Movie Vector: [2.004904307206612, -0.04905974037004353] User Vector: [1.8787741582889745, -0.06082476153008393] Predicted: 3.7697464492307775 Movie Vector: [1.3062004391289486, -0.12077214186943946] User Vector: [2.2404797524962663, 1.32705594636149] Predicted: 2.766244247547488 Movie Vector: [1.6015793529127293, -0.31722207305999267] User Vector: [2.060749177721565, -0.2626152358866666] Predicted: 3.3837606841158507 Movie Vector: [1.0587860961108695, 0.36715224169553756] User Vector: [2.191297494671313, -0.3241656516085727] Predicted: 2.201097174131786 Movie Vector: [2.21983058482771, -0.3565347620864916] User Vector: [2.0298121371477924, -0.7580849448264352] Predicted: 4.7761226989402115 Movie Vector: [1.7187530948476406, -0.6543184123678455] User Vector: [1.6185292380473175, -0.08051228622569406] Predicted: 2.8345328082945223 Movie Vector: [1.946587123662651, 0.18901994628741178] User Vector: [1.4666434241588693, -0.4411491701639207] Predicted: 2.7715632120230342 Movie Vector: [2.005988117342704, -0.35765503148344974] User Vector: [1.9338129623772453, -0.30506710533798853] Predicted: 3.98831460885627 Movie Vector: [1.325290216487006, -0.10946509813048055] User Vector: [1.6641589677395887, 0.24717739687888743] Predicted: 2.1784363006194076 Movie Vector: [1.5261459476545398, -0.3599883257660589] User Vector: [1.664841685266121, -0.4590067667720904] Predicted: 2.706028468940822 Movie Vector: [2.0561827751610045, 0.6406457320706649] User Vector: [1.8806435525132181, 0.12880485336554925] Predicted: 3.949465158473906 Movie Vector: [1.3528747062216036, -0.6028177791568226] User Vector: [2.1021271033558424, -0.43581996966367764] Predicted: 3.1066346136178575 Movie Vector: [2.1911031431458814, -0.23131373628918533] User Vector: [2.0842473533190784, -0.45267297308878607] Predicted: 4.671510403673218 Movie Vector: [1.4976391273409635, -0.3039762655877692] User Vector: [1.7604551209930686, -0.6061994748555551] Predicted: 2.8207967236948477 Movie Vector: [1.9383046870279896, -0.5530074551852335] User Vector: [2.201982856362007, -0.8357726014144531] Predicted: 4.730302170663508 Movie Vector: [2.2618840016011306, -0.13119396248817627] User Vector: [1.770979119445935, -1.104998966163436] Predicted: 4.150718530360737 Movie Vector: [1.9302427640435946, -0.52441590297765] User Vector: [1.7860085771370855, -0.16913399346630262] Predicted: 3.5361266884465024 Movie Vector: [1.581778404072327, -1.2936704212847108] User Vector: [1.9266634018153745, -0.15942571181415632] Predicted: 3.2537988886743183 Movie Vector: [2.034918268314637, -0.4062546489984824] User Vector: [1.4180502493413298, -0.15189355763781018] Predicted: 2.9473238217160778 Movie Vector: [2.2604466895527797, -0.2583940305152375] User Vector: [1.5320170790146315, -1.5306694613724439] Predicted: 3.8585587861075563 Movie Vector: [1.5091383487543502, -0.30793593595875285] User Vector: [1.890733282251959, -0.6204281909471593] Predicted: 3.044430239187123 Movie Vector: [2.3697136500539613, -0.5210492408760401] User Vector: [1.4813341245786389, -1.320706914609309] Predicted: 4.198491030581653 Movie Vector: [2.138127171638686, -0.30433626634583955] User Vector: [1.8580235606035502, -0.16584161157618754] Predicted: 4.023162277343183 Movie Vector: [1.6163777249873037, -1.041132394058406] User Vector: [1.693296295791935, 0.1873623187720845] Predicted: 2.5419374348220822 Movie Vector: [1.0573892589100284, -0.7648255206316465] User Vector: [1.8615491110483147, -0.2921829163446853] Predicted: 2.1918509860689963 Movie Vector: [2.237128649421863, -0.1540880437191605] User Vector: [1.9852419567817658, -0.11610857770192676] Predicted: 4.459132601147913 Movie Vector: [2.0138644476018, 0.5517633378682195] User Vector: [1.947430074574875, -0.6373896266548581] Predicted: 3.5701719634512 Movie Vector: [1.6986918967534836, -1.001831579272173] User Vector: [1.7822437355173524, 0.01608628378811095] Predicted: 3.011367244470922 Movie Vector: [0.6724712894114432, 1.512796274001361] User Vector: [1.9845958110348132, 0.5906898794559884] Predicted: 2.228177152738462 Movie Vector: [1.6469188157176597, -0.5898254510193283] User Vector: [1.9855456966544138, -0.21125507024649906] Predicted: 3.394636184375644 Movie Vector: [1.2977601216390295, -0.6640804695343364] User Vector: [1.798522037656566, -0.40026536548649394] Predicted: 2.599858590210264 Movie Vector: [1.871930372254763, -0.4035194480693163] User Vector: [2.0017011871984964, -0.03479749402171223] Predicted: 3.7610867140771194 Movie Vector: [1.9861620623366703, -0.9960896162301269] User Vector: [1.6715203823155513, -0.033128721216384785] Predicted: 3.3529095449802586 Movie Vector: [1.373406507572195, -0.36068691885434284] User Vector: [1.546627244342152, -0.5727811849326788] Predicted: 2.3307426029390705 Movie Vector: [1.7096664265182655, 0.17642027127782453] User Vector: [1.7242753827210588, -0.7090116169820632] Predicted: 2.8228517101030226 Movie Vector: [1.896310301345539, -0.5237926342466056] User Vector: [1.7780970980181128, -0.04224189652855456] Predicted: 3.39394983802262 Movie Vector: [1.806315923902914, -0.6188856836940559] User Vector: [1.7016367782410997, -0.6218186033292374] Predicted: 3.4585282406908484 Movie Vector: [1.5626390349761552, -0.5066651106128269] User Vector: [1.9244845044444232, -0.39819783791369184] Predicted: 3.209027560443927 Movie Vector: [1.9174539555539867, -0.27812809449461817] User Vector: [1.7708951128245354, -0.5205227575275136] Predicted: 3.5403818416488404 Movie Vector: [1.4804077670493727, -0.37274462557971205] User Vector: [1.8475169906156637, 0.34497834315303433] Predicted: 2.6064896793114247 Movie Vector: [2.1820280475287928, -0.262941637381239] User Vector: [1.9448644222578133, -0.17495955975345043] Predicted: 4.289752871124502 Movie Vector: [1.4877579325754158, -0.8035919658055521] User Vector: [2.0263517232832386, -0.28348497836083425] Predicted: 3.2425271015398294 Movie Vector: [2.0829026473909433, 0.11661466565780562] User Vector: [2.123964705483199, -0.728970075197708] Predicted: 4.339003106422155 Movie Vector: [1.9393092250948694, -0.6043757384430678] User Vector: [1.8998687024008274, -0.3651422203472613] Predicted: 3.9051160000940612 Movie Vector: [2.3704051188511794, 0.0795893130939457] User Vector: [1.810541118627972, -0.26329736453822267] Predicted: 4.270760279103242 Movie Vector: [1.4501310852470923, 0.042984272828250875] User Vector: [1.96333051528755, -0.20170464033904598] Predicted: 2.8384164835416104 Movie Vector: [2.0867778000786474, -0.4283823513962759] User Vector: [2.1856502943332146, -0.958363598729512] Predicted: 4.971512564866259 Movie Vector: [1.9889141121983482, -0.3359613126085075] User Vector: [2.226904392796137, -0.09773370956073921] Predicted: 4.461956318698856 Movie Vector: [1.785242532318604, 0.057271577293711795] User Vector: [1.865254863407032, -0.3632155158365095] Predicted: 3.309130390278856 Movie Vector: [2.2301614714817077, -0.12905407148977177] User Vector: [1.5553990027563422, -0.18650370642087288] Predicted: 3.492859991389812 Movie Vector: [1.995745036039406, -0.8554510111899964] User Vector: [2.128051259182517, 0.29745316659549065] Predicted: 3.992591124805137 Movie Vector: [2.111970906634583, -0.19843849258039975]
avg loss: 1.0271518196423601: 91%|████████████████████████████████████████▉ | 63596/70000 [01:42<00:10, 599.26it/s]
User Vector: [2.132433246600012, -0.5457609652970237] Predicted: 4.61193696042232 Movie Vector: [1.8057027756415174, -0.31199755590296063] User Vector: [1.8189354692201687, 0.4774185008048968] Predicted: 3.135503420089681 Movie Vector: [1.6234545391803474, -0.20737184881366466] User Vector: [1.8222103806577479, -0.7097818748596112] Predicted: 3.105464493464436 Movie Vector: [2.113779281591901, -0.8100480405394104] User Vector: [1.7829099397213422, -1.0044521441704846] Predicted: 4.5823325827281485 Movie Vector: [1.7601134590745913, -0.2150235920492397] User Vector: [2.5121634157994968, -0.1741725798568573] Predicted: 4.459143853300797 Movie Vector: [1.8570019479931212, 0.1541577247442833] User Vector: [2.003786218260907, -0.46957490841225635] Predicted: 3.6486463111944354 Movie Vector: [1.8058424695461925, -0.20785314796127044] User Vector: [2.1741589867188176, -0.022693271162220773] Predicted: 3.9309055016109635 Movie Vector: [1.5087011414859102, -0.37643522276088026] User Vector: [1.5947152862538094, -0.1702112330425758] Predicted: 2.4700222761429385 Movie Vector: [1.9647196555418156, -0.1310770806823457] User Vector: [2.0669172298410654, -0.24030426645527442] Predicted: 4.0924112895692515 Movie Vector: [2.159065884874364, 0.14588931814939676] User Vector: [1.7413256995238364, -0.27399319951231976] Predicted: 3.719664231242479 Movie Vector: [1.91604291575158, -0.5570364587657824] User Vector: [1.62918184137709, -0.34738519150927866] Predicted: 3.3150885425476893 Movie Vector: [2.07040715700587, 0.08450903696562136] User Vector: [1.9788585041684124, -0.5158287654660652] Predicted: 4.0534506175235085 Movie Vector: [2.0444643260112616, -0.11428434888836611] User Vector: [2.1729432208517254, -0.040758764074182684] Predicted: 4.447162986293075 Movie Vector: [1.8885865197868232, 0.5418799789974205] User Vector: [1.9353765565729413, -0.2348990935187081] Predicted: 3.5278389595926662 Movie Vector: [1.5692742634249714, -0.23918568761731093] User Vector: [1.9236885604961573, -0.8140308582920006] Predicted: 3.2134994794139327 Movie Vector: [1.8506397662417855, -0.11064870418876378] User Vector: [1.9005215588496456, -0.16822529586310733] Predicted: 3.535794684406006 Movie Vector: [2.2488648719945252, 0.14374833228611764] User Vector: [1.837038656051297, -0.2643328696605299] Predicted: 4.09325429290769 Movie Vector: [1.478245900783823, 0.2834695860938492] User Vector: [1.971848458018461, -0.26992735841918086] Predicted: 2.8383607034662006 Movie Vector: [1.7450848708711586, -0.6097004604337979] User Vector: [1.7390021836944738, -0.40643515180953166] Predicted: 3.2825101003718857 Movie Vector: [1.8544862576200394, -0.3855624453760755] User Vector: [1.8409656247434496, -1.2855719928982103] Predicted: 3.9097137331264467 Movie Vector: [1.8274748097892277, -0.35939716079813433] User Vector: [1.9805579167910792, -0.2682572258167049] Predicted: 3.715830587586434 Movie Vector: [1.6426690297504145, -0.3657831634964279] User Vector: [1.5165041978618405, 0.21486207368051072] Predicted: 2.4125215502878805 Movie Vector: [1.8240168624956044, -0.11925510112262962] User Vector: [1.8464302877714622, -0.3578866099143727] Predicted: 3.410599784173532 Movie Vector: [1.9018141777599857, -0.05106694297823086] User Vector: [1.972981031447802, -0.29532336069754156] Predicted: 3.767324559279831 Movie Vector: [1.8807151672876474, 0.1368661325379909] User Vector: [2.228197153786954, -0.03046843208805626] Predicted: 4.1864340863699026 Movie Vector: [1.9890154974495626, 0.6104185419066186] User Vector: [2.1147120601241327, 0.04299425468126064] Predicted: 4.232439550483289 Movie Vector: [1.5211726667176313, -0.04530335775208415] User Vector: [2.1415026749142454, -0.5773351964968233] Predicted: 3.283750557732009 Movie Vector: [1.3169772325650586, -1.141931117030215] User Vector: [1.5393252527921906, -0.6028640771270769] Predicted: 2.7156855604508814 Movie Vector: [2.3609159716680357, 0.26947216735091917] User Vector: [1.8754706819314217, -0.022638632065820237] Predicted: 4.4217282061184 Movie Vector: [1.8840877825206115, -0.9663432105835477] User Vector: [1.4935076507208809, -0.029634955643237933] Predicted: 2.84253705600606 Movie Vector: [1.701993552821304, 0.11059966374401213] User Vector: [2.1623068592153167, -0.5485678574926923] Predicted: 3.6195609130262874 Movie Vector: [1.811053215203443, -0.44649340082936] User Vector: [1.7323232992150177, -0.32153492228979935] Predicted: 3.2808929017537705 Movie Vector: [1.88936196539889, -0.4038224781929436] User Vector: [1.9231300378823932, -0.2238810592416892] Predicted: 3.7238969522545604 Movie Vector: [2.0773446207575343, -0.13660412481518347] User Vector: [2.3289221612241366, -0.8393148632843863] Predicted: 4.95262779612531 Movie Vector: [1.8744506206764153, -0.32813992574307116] User Vector: [2.2136232992220592, -0.15153541329346493] Predicted: 4.199052386436127 Movie Vector: [1.762415979895946, -0.408538840783367] User Vector: [1.8257245205836194, -0.13732458612664317] Predicted: 3.2737884971916706 Movie Vector: [2.0515340292141544, -0.09179945906989385] User Vector: [2.0273165903606003, -0.948155042798488] Predicted: 4.246149093158477 Movie Vector: [1.9423955570655147, -1.1349820320550026] User Vector: [1.4575661114174685, -1.3190251966366964] Predicted: 4.328239836957017 Movie Vector: [2.069782796275372, 0.06206480976700451] User Vector: [1.9480990992086438, 0.08615146503081475] Predicted: 4.037488975269886 Movie Vector: [1.6162365677431068, 0.12957963993569563] User Vector: [1.8693399166085276, 0.08673544047506684] Predicted: 3.0325346779109754 Movie Vector: [2.0350785858844223, -0.2646493175267895] User Vector: [1.9852468852139877, 0.09602812915547834] Predicted: 4.014719644948364 Movie Vector: [1.8793269080179296, -0.1397641476853073] User Vector: [1.7049420387076655, -0.27960052391764456] Predicted: 3.243221578871977 Movie Vector: [2.316706979461785, -0.16540065255743958] User Vector: [1.6804406251884978, -0.2693947503449067] Predicted: 3.9376465924479147 Movie Vector: [2.142340429860463, -0.29087283761298754] User Vector: [2.0110459093492454, -0.07269037698129242] Predicted: 4.329488614124095 Movie Vector: [1.938189850595091, -0.2895346197105429] User Vector: [1.7819880659711875, -0.2825988323196188] Predicted: 3.5356533287932352 Movie Vector: [1.8891073328493573, 0.43843101328644996] User Vector: [2.023415618635359, 0.06883412984695972] Predicted: 3.852628299863469 Movie Vector: [1.737163552927367, -0.13857532158517627] User Vector: [2.140595534082297, 0.5502104219837395] Predicted: 3.642318957200945 Movie Vector: [1.9806454821684876, -0.2611174619072026] User Vector: [1.765704632526889, -1.6166802124262167] Predicted: 3.919378337042683 Movie Vector: [2.062898418058383, 0.6174900238032243] User Vector: [2.027568548722627, -0.46760063479501135] Predicted: 3.8939292245548645 Movie Vector: [1.9343416899925365, 1.2079350616022355] User Vector: [1.743717240001704, -0.35441598587584694] Predicted: 2.944833457162259 Movie Vector: [1.7350464257881668, 1.0172007593094818] User Vector: [1.5290094839467954, -0.2619627168509615] Predicted: 2.3864337656265238 Movie Vector: [2.03334467220159, -0.08329248455060707] User Vector: [2.174198966739536, 0.1799324350989461] Predicted: 4.405908865755405 Movie Vector: [2.086925913148494, 0.20276013913537827] User Vector: [1.9551176180305234, -0.7342814985357888] Predicted: 3.931302601513408 Movie Vector: [1.7320699818571568, -0.20708313110525134] User Vector: [1.785431788730405, -0.1963389892260297] Predicted: 3.13315129856043 Movie Vector: [2.289352225263655, -0.5683668110653839] User Vector: [1.988396146576953, -0.19621001871194674] Predicted: 4.663658405506013 Movie Vector: [2.102393526716687, -0.44928741454110915] User Vector: [2.0265323513110514, -0.6962012686925588] Predicted: 4.573362965089421 Movie Vector: [1.4140671152130655, -0.17350800430281169] User Vector: [1.8585747993013388, 0.7088604460235137] Predicted: 2.505156543537006 Movie Vector: [1.5060763398240615, -0.30693116353573807] User Vector: [2.1500020766524686, -0.34724118552126076] Predicted: 3.344646399318451 Movie Vector: [1.348715196574381, -0.2626932506174739] User Vector: [1.9929509180036582, -0.8003910938805997] Predicted: 2.8981805273551675 Movie Vector: [1.515635965020643, -0.32329465361641113] User Vector: [2.0092807944833555, -0.30122363277844566] Predicted: 3.1427222259644094 Movie Vector: [1.8379900701605794, -0.6541429981222326] User Vector: [1.9930881068377295, 0.1275069896770348] Predicted: 3.5798683448140185 Movie Vector: [1.390268215311965, 0.029854663366706478] User Vector: [2.0020903748894856, -0.416752324343672] Predicted: 2.7710006120402952 Movie Vector: [2.227312768344027, 0.0710886517247555] User Vector: [2.0363223767423992, -0.06417933479565208] Predicted: 4.530964407803788 Movie Vector: [1.406979719111315, 0.026376020175066538] User Vector: [1.8108418884995054, 0.1524504910931035] Predicted: 2.551838848864808 Movie Vector: [2.1727476568923505, -0.5732805797219516] User Vector: [1.839331575058262, -0.49260855674929743] Predicted: 4.278806288945186 Movie Vector: [2.0442823603152003, -0.1752367487901604] User Vector: [1.8599494756470003, -0.6950114237817367] Predicted: 3.924053446418201 Movie Vector: [2.2511914812387355, -0.3528940484601047] User Vector: [1.521991075413935, -0.8377366861871696] Predicted: 3.721925634225375 Movie Vector: [2.0861100967783686, -0.3872482154070086] User Vector: [2.2644577871050497, 0.10446564044574198] Predicted: 4.6834541205742815 Movie Vector: [2.268312069805282, -0.1801267981850631] User Vector: [2.1237328414594505, 0.16267633659513744] Predicted: 4.787986469672981 Movie Vector: [2.0004010450172727, -0.5262654971901775] User Vector: [1.884150454542811, -0.7517180610811295] Predicted: 4.1646598173989045 Movie Vector: [1.6322840039115964, -1.713920170964029] User Vector: [1.5733237959384034, -0.3246518878290701] Predicted: 3.1245386841755236 Movie Vector: [2.1851986803144015, -0.6792398032636239] User Vector: [1.623700364191629, -0.037181050944879786] Predicted: 3.573362742786496 Movie Vector: [2.067120771165516, 0.061947086103328435] User Vector: [1.884833180654395, 0.2516613142217303] Predicted: 3.911767503013636 Movie Vector: [1.836732969683418, -0.6126605362837065] User Vector: [1.7743824169741107, 0.12369455075787439] Predicted: 3.1832839162802076 Movie Vector: [1.815825680821448, -0.6640418112421419] User Vector: [1.7589706574197457, -0.5455918423921599] Predicted: 3.5562798867751866 Movie Vector: [1.3231301997968485, -0.6168825224366431] User Vector: [2.141262114834763, 0.16128433593983224] Predicted: 2.7336750818346593 Movie Vector: [1.6524397869741432, -0.2619738179853653] User Vector: [1.6747118954475642, -0.30703654681624803] Predicted: 2.8477961041869313 Movie Vector: [1.6959403808845064, -0.9771036974081398] User Vector: [2.2124888153631908, 0.11411273030674766] Predicted: 3.6407491535256993 Movie Vector: [1.8642154664445991, -0.032615353573202784] User Vector: [2.4415075450174974, 0.2836428069279055] Predicted: 4.542245016426353 Movie Vector: [2.108090525494002, -0.29347684320347783] User Vector: [2.0745578935184983, -0.0310122638750433] Predicted: 4.382457221217782 Movie Vector: [2.0330966021314025, -0.1390267323449455] User Vector: [1.4918043520017463, 0.2203621394837554] Predicted: 3.0023461309146215 Movie Vector: [2.0494311689442504, -0.17716071546931497] User Vector: [2.1750759068197194, -0.21098738289772123] Predicted: 4.495047033965172 Movie Vector: [2.1203510253016002, 0.12004647057961024] User Vector: [1.6562026846969171, -0.38149034456627123] Predicted: 3.4659344911789907 Movie Vector: [2.2884141239157194, -0.13859731260966004] User Vector: [1.9200062702037133, -0.013833057063140183] Predicted: 4.395686691275046 Movie Vector: [1.838618171775303, -0.397915142733247] User Vector: [2.0040914835839665, -0.17331421953329745] Predicted: 3.7537233720209007 Movie Vector: [1.844274565351818, -0.6728659944423865] User Vector: [2.0362969539644213, -0.290716104462059] Predicted: 3.9511036604292444 Movie Vector: [1.8832789724054841, -0.33599442859805534] User Vector: [1.8738044264873852, -0.4477360310050072] Predicted: 3.679333286704299 Movie Vector: [1.4790672370378142, -0.3025689943205508] User Vector: [1.9461619900468077, -0.6427403432733392] Predicted: 3.0729777367200057 Movie Vector: [1.9514168105543677, -0.3343156423228682] User Vector: [2.1417514552948202, -0.022842157215199138] Predicted: 4.1870862843530325 Movie Vector: [1.57535026638292, 0.902680813486965] User Vector: [2.1257696304644194, -0.5768666371039058] Predicted: 2.8281053083664007 Movie Vector: [2.0661308122639364, -1.179568336675815] User Vector: [1.9464326886888845, -0.2740533310041291] Predicted: 4.34484918391085 Movie Vector: [1.847484640625829, 0.8794270146866172] User Vector: [0.9586004638873861, -0.3671340299799283] Predicted: 1.448132049553625 Movie Vector: [1.5893025513462407, -0.29557966311113637] User Vector: [1.8205420834695276, -0.1352829887832534] Predicted: 2.9333790783405425 Movie Vector: [1.9532231911707953, -1.2886654898898808] User Vector: [1.7608092478883008, -0.648941751469658] Predicted: 4.275522298271079 Movie Vector: [1.4804338043302998, -1.109785810988376] User Vector: [1.6521733696761254, -0.16421635839942367] Predicted: 2.6281782915666994 Movie Vector: [2.0417130187540353, -0.3961047570259672] User Vector: [2.055710776408176, -0.3186431812061236] Predicted: 4.323387534855171 Movie Vector: [1.923021964756191, -0.3334912764583419] User Vector: [1.6847579474524492, -0.40918259847108107] Predicted: 3.376285365317279 Movie Vector: [2.2426205590382042, 0.14464683115948956] User Vector: [1.812388427226237, -0.6829718145521044] Predicted: 3.9657098391142664 Movie Vector: [1.6847116949865533, -0.1373641632867333] User Vector: [1.7098139830576264, -1.420563389771273] Predicted: 3.07567811494042 Movie Vector: [2.0317511927778993, -0.3609630977638218] User Vector: [2.0008052136574017, -0.2504727461529643] Predicted: 4.15554979772145 Movie Vector: [1.8450529557195472, -0.4338864149645945] User Vector: [1.5884060928067258, 0.03592712605537589] Predicted: 2.9151050644918386 Movie Vector: [1.7094302297752848, -0.9556212294833295] User Vector: [1.5865162350826916, -0.6284577583909745] Predicted: 3.3126063880315453 Movie Vector: [1.2379491654219745, -1.451664682363668] User Vector: [2.0113089497872476, -0.017736998655615135] Predicted: 2.5156464103143596 Movie Vector: [2.1247320164500216, 0.17207992505970202] User Vector: [1.5662469674238721, -0.06060875708479014] Predicted: 3.317425526976143 Movie Vector: [2.0890473072410454, -0.4293774845413803] User Vector: [1.7288035884643005, -0.05541470450719442] Predicted: 3.6353463076579065 Movie Vector: [2.070195503424973, -0.15449942948181952] User Vector: [1.6981538333113335, -0.40955473370218703] Predicted: 3.57878640254357 Movie Vector: [2.031744451821421, -0.9543601867598335] User Vector: [2.1826633308050347, -0.4198406415550485] Predicted: 4.835293305641036 Movie Vector: [1.9249567375377032, -1.1192007634205297] User Vector: [2.301092998418803, 0.9723822839580513] Predicted: 3.3412134764646613 Movie Vector: [1.888567592643659, -0.14036225820671225] User Vector: [1.5870674945102776, -0.22039707567490513] Predicted: 3.0282196687141636 Movie Vector: [1.2001459868743047, -1.4513313099460945] User Vector: [1.8172510503911272, -0.4867825990309285] Predicted: 2.887449382380548 Movie Vector: [1.9506819416540448, -0.4803446945427825] User Vector: [2.1637062329805903, -0.31451575384195146] Predicted: 4.371778649427642 Movie Vector: [0.06961121533439737, -1.073991452073072] User Vector: [0.9284228863752411, -0.3814989542225405] Predicted: 0.4743552612746743 Movie Vector: [2.372089301546769, -0.4746266090972078] User Vector: [1.444339866359972, -0.6127501656566737] Predicted: 3.716930678139359 Movie Vector: [1.7743895771226708, -0.9440498580068851] User Vector: [1.5750453087993188, -0.18992785259966216] Predicted: 2.974045341707733 Movie Vector: [1.7864912745878423, -0.7983112847272911] User Vector: [1.9905788616954807, -0.03056470405491249] Predicted: 3.5805519159593624 Movie Vector: [1.9404479072851069, -0.25219219864712195] User Vector: [1.7373327234879277, -0.07250215106640025] Predicted: 3.3894881244341657 Movie Vector: [1.5081636176185695, -0.5727524491719985] User Vector: [1.8414936623679943, -0.19623909218090885] Predicted: 2.889670164328488 Movie Vector: [2.028819090457801, -0.39792653587896765] User Vector: [2.1400944616830033, -0.15188838136383592] Predicted: 4.402304916681864 Movie Vector: [1.4272618844512768, -0.6345973953725258] User Vector: [2.015870707710836, -0.6833666698402083] Predicted: 3.31083813386249 Movie Vector: [1.8616600916536123, -0.2134759802356161] User Vector: [1.8948045488705454, -0.4718017316943802] Predicted: 3.6282003472663398 Movie Vector: [2.073311692234173, -0.2658342012827489] User Vector: [1.9892249125194443, -0.11698571270970319] Predicted: 4.155382073109741 Movie Vector: [2.0288854791536997, -0.3679192546636739] User Vector: [1.6593792137335919, -0.11279006468937038] Predicted: 3.4081880276875487 Movie Vector: [1.884763764716102, -0.29119615920867487] User Vector: [2.0117217115710084, -0.048797095292107504] Predicted: 3.8058297133912955 Movie Vector: [1.9143999727459007, -0.033911150152699174] User Vector: [1.8820658256464338, -0.1306533502712092] Predicted: 3.607457370702524 Movie Vector: [2.2811399166690496, 0.6790293863146158] User Vector: [1.7079772846529084, -0.4397356261492577] Predicted: 3.5975417484209613 Movie Vector: [1.6695195057479508, -0.6518693316071577] User Vector: [1.8480911732862118, -0.47118634021707356] Predicted: 3.3925761868616737 Movie Vector: [1.5892846444757653, -0.40849575717191366] User Vector: [2.1104824080153133, -0.45544259556982747] Predicted: 3.5402036514206126 Movie Vector: [1.8727276078191242, -0.031018247036763934] User Vector: [1.5670381274683252, -0.617568929574079] Predicted: 2.9537914694348752 Movie Vector: [1.2221095911399782, 0.3595575311827792] User Vector: [1.8656085641302207, -0.6954965232406797] Predicted: 2.0299071066938006
avg loss: 1.0268531360862831: 91%|████████████████████████████████████████▉ | 63735/70000 [01:42<00:09, 642.23it/s]
Movie Vector: [1.7701446747467176, -0.6238037037279327] User Vector: [1.839178697874532, -0.026780956366487974] Predicted: 3.272318437720996 Movie Vector: [2.154900698665595, -0.48343282942734545] User Vector: [1.993831254485152, -0.4097378929097563] Predicted: 4.4945891122043165 Movie Vector: [2.0296981447292253, -0.3898506532767567] User Vector: [1.9633298703660578, -0.4176198005810612] Predicted: 4.147776347451294 Movie Vector: [1.2437649968011544, -0.43497244362126053] User Vector: [2.0656288041932234, -0.33255388425028776] Predicted: 2.7138085787078463 Movie Vector: [1.5867217225973376, -0.44424106624416615] User Vector: [1.5359883267278513, 0.5333980564564367] Predicted: 2.2002287223422448 Movie Vector: [1.6848509104788107, -0.6225617099065427] User Vector: [1.6573799637827928, -0.2780205000801999] Predicted: 2.9655230589077783 Movie Vector: [2.0828779059383487, 0.174746445043885] User Vector: [1.6569439536138575, -0.673875148680949] Predicted: 3.333454665725024 Movie Vector: [1.9187522553347396, -0.8662128508434233] User Vector: [1.7914304331457591, -0.06449559013670814] Predicted: 3.4931780928728617 Movie Vector: [2.22789894494703, -0.6083128209091075] User Vector: [1.8409987008072004, -1.1090602470797186] Predicted: 4.77621463063643 Movie Vector: [1.7785666104277802, -0.4793463723098566] User Vector: [1.905576396840386, -0.6488567961340864] Predicted: 3.7002217044150587 Movie Vector: [2.3889175061354027, 0.2246506360729742] User Vector: [1.677355543549349, -0.2831750877422255] Predicted: 3.9434485584169923 Movie Vector: [2.083723681840391, -0.5022317071115594] User Vector: [2.1319133162885255, -0.24464050712110164] Predicted: 4.565184484301352 Movie Vector: [1.752482574418106, -0.11879265248028971] User Vector: [1.8562184146474034, -0.16558467111549366] Predicted: 3.2726606682754626 Movie Vector: [1.9458799624127465, -0.6056385907709873] User Vector: [1.9168104924251932, -0.3534163066095599] Predicted: 3.943925682843194 Movie Vector: [1.8479893793407474, -0.3621757624588375] User Vector: [1.9469395933630742, -0.3869535845511631] Predicted: 3.7380689002739524 Movie Vector: [2.134076044329682, 0.09905134414014985] User Vector: [1.819131390870426, -0.35610179488474897] Predicted: 3.8468923613106574 Movie Vector: [1.710510197162357, -0.3868363402844046] User Vector: [2.0583336168019284, 0.08652365411005584] Predicted: 3.4873301469978064 Movie Vector: [2.1120259198436253, -0.4301140361287636] User Vector: [1.7800670124323874, -0.3659483896635985] Predicted: 3.916947208208839 Movie Vector: [2.052531228289679, -0.41788304346633076] User Vector: [1.7380428128333774, -0.9872580461221502] Predicted: 3.9799455464450877 Movie Vector: [2.162739458766998, -0.4779119800820456] User Vector: [2.040617089309456, -0.33607443244788526] Predicted: 4.573937096749938 Movie Vector: [1.756536864019309, 0.9877177270795667] User Vector: [1.9629424611296866, -0.07394041886958544] Predicted: 3.374948532457906 Movie Vector: [1.6019637779446323, 0.3643275487800931] User Vector: [2.158078833842544, -0.07545038370905587] Predicted: 3.4296754684135102 Movie Vector: [1.6158681841983196, -0.9272462269644483] User Vector: [1.7563815546333976, -0.1862449820292002] Predicted: 3.0107760303225275 Movie Vector: [1.6827488468956806, 0.2862913848562821] User Vector: [1.7724400488345888, -0.24584967728249063] Predicted: 2.9121868037924536 Movie Vector: [2.11086716998623, -0.1408171017281711] User Vector: [2.1688399179587066, -0.5349231017814119] Predicted: 4.653459300614964 Movie Vector: [1.936324308667553, -0.3466652734909175] User Vector: [2.0518854109705447, -0.039588428034268465] Predicted: 3.986839533094153 Movie Vector: [1.7411599818851, -0.2804478666730488] User Vector: [0.9297566199088195, -0.4020763627266933] Predicted: 1.7316164776443521 Movie Vector: [2.0206723738535013, -0.049570226896247925] User Vector: [1.8310411857567042, -0.3555490117751434] Predicted: 3.71755898463296 Movie Vector: [1.8373667875567457, -0.7543131383454118] User Vector: [2.10972750906837, 0.03807115711496521] Predicted: 3.8476256819532155 Movie Vector: [2.3158018817934485, -0.3977988151748308] User Vector: [1.9590632969573245, -0.2823869716705953] Predicted: 4.649135672397621 Movie Vector: [2.024865424872302, 0.1241767458495405] User Vector: [1.9079981552546807, -0.3370520462253251] Predicted: 3.8215854690131477 Movie Vector: [1.796718872079803, -0.314355573459047] User Vector: [2.5059403465363435, -0.42891460029729594] Predicted: 4.637302008069464 Movie Vector: [2.117512430454697, -0.5061090207588056] User Vector: [1.5416634770626998, -0.06259974942937976] Predicted: 3.296173874141726 Movie Vector: [1.1571844601484054, -1.2634445468207636] User Vector: [1.745408863099337, -0.8901871037066326] Predicted: 3.1444620548121627 Movie Vector: [2.0215886776559517, 0.4581724114746032] User Vector: [1.645117402729471, 0.1382143479861419] Predicted: 3.389076715889866 Movie Vector: [1.1541338224180426, -0.09643404924303049] User Vector: [1.7185867106479735, -0.14482649287123092] Predicted: 1.9974452546622359 Movie Vector: [2.022636684739765, 0.25395373348881345] User Vector: [1.9285627689813647, 0.061648014398294274] Predicted: 3.916437548783628 Movie Vector: [1.6503426541278503, 0.39747797927821815] User Vector: [1.6127538736171763, -0.18630255781828858] Predicted: 2.5875453440243654 Movie Vector: [1.3750489542926776, -0.5770430741578579] User Vector: [2.754376571582941, 0.37209491365294883] Predicted: 3.5726878316305735 Movie Vector: [1.8292495661205568, -0.4282840536028587] User Vector: [2.475463408392022, -0.25581891168448756] Predicted: 4.637803526232926 Movie Vector: [1.9455782402401758, -0.4540058317055099] User Vector: [1.6071761318385, -0.34098764038282264] Predicted: 3.2816972876116646 Movie Vector: [1.7735515363887429, 0.241264160919577] User Vector: [1.5200573285208892, 0.16921803965293825] Predicted: 2.736726258746513 Movie Vector: [1.4503483606440346, -0.95142534637661] User Vector: [1.803892405702962, -0.47538335595840275] Predicted: 3.0685641674939133 Movie Vector: [1.3373068264747736, -0.8047586193171024] User Vector: [1.8048533408182101, -0.11932724612539504] Predicted: 2.5096723233007783 Movie Vector: [2.078052682405898, 0.20457229694237586] User Vector: [2.013199775264113, -0.2763811346968544] Predicted: 4.126995269650066 Movie Vector: [2.246212456511677, 0.0907343900298454] User Vector: [2.062811734878544, -0.915209894507581] Predicted: 4.550472402795224 Movie Vector: [1.5957148122666711, -0.6733647295977961] User Vector: [1.7970762864564815, -0.7947328652433692] Predicted: 3.402766329978874 Movie Vector: [2.106375688238027, -0.2612006142928412] User Vector: [1.8519583026181274, -0.6095565688593021] Predicted: 4.060136494497673 Movie Vector: [1.751623814477976, -0.31083536432114933] User Vector: [1.789701306685518, -0.25179825657685173] Predicted: 3.2131512324112013 Movie Vector: [1.7460790229952619, 0.1121078603606553] User Vector: [1.9152282798274225, -0.23526905623157948] Predicted: 3.317764413150769 Movie Vector: [2.0916525396143797, -0.2744453840843738] User Vector: [1.5688677476353026, -0.16376202737146775] Predicted: 3.3264699411608705 Movie Vector: [1.8474970641877102, 0.0025205169654429595] User Vector: [1.78668320514831, -0.043049001967778146] Predicted: 3.300783470405186 Movie Vector: [1.7287617209086146, -0.46767589340919236] User Vector: [1.7138914703542891, -0.18778575911132733] Predicted: 3.05073284040219 Movie Vector: [1.786307418505329, -0.877957411354348] User Vector: [1.7357890940809406, -0.15932378186951213] Predicted: 3.2405324308147705 Movie Vector: [1.5503881831956658, -0.20136712603638068] User Vector: [1.7038461043778022, 0.2438993553959166] Predicted: 2.592509553973112 Movie Vector: [1.9058490216544723, -0.5560041133035762] User Vector: [2.006398504158427, -0.16668298932736053] Predicted: 3.9165690538830833 Movie Vector: [2.033304240857995, -0.30461845564545975] User Vector: [2.0167023543636033, -0.6218355050576281] Predicted: 4.289992020891987 Movie Vector: [1.8431434426654008, -0.3297403750678867] User Vector: [1.8396775238171514, -0.12990249564912676] Predicted: 3.4336236622801017 Movie Vector: [2.051834117358814, -0.38084338888288455] User Vector: [1.098368326886023, -0.23345778214302593] Predicted: 2.3425804594434925 Movie Vector: [1.725488604624577, 0.36000889488087395] User Vector: [1.9065758456261102, -0.36723246701198564] Predicted: 3.157567940866958 Movie Vector: [2.0988069131764973, 0.2563885743013161] User Vector: [2.0288776470206353, -0.16752810744939048] Predicted: 4.215270138931828 Movie Vector: [1.8062061504127502, -0.355857799191379] User Vector: [1.9478027513157887, -0.11352985522651482] Predicted: 3.5585337936408776 Movie Vector: [2.1339079690322618, -0.4601139847204835] User Vector: [1.620218174412227, -0.1704997083833856] Predicted: 3.535845774167114 Movie Vector: [1.6695630785813447, -0.26521144126189483] User Vector: [1.990009448249121, -0.3084378685735421] Predicted: 3.404247552488902 Movie Vector: [2.3343456341901208, -0.4586141462663076] User Vector: [1.9204619352222343, -0.2592264486561973] Predicted: 4.6019068505544425 Movie Vector: [2.2335918379357294, 0.029609019559776337] User Vector: [1.9628152335522906, -0.27150326176005846] Predicted: 4.376089139650312 Movie Vector: [1.392448407288734, -0.15041061799386046] User Vector: [1.9346870441697126, -0.5219608496296715] Predicted: 2.772460347217664 Movie Vector: [1.5359171472487556, -0.12803861988709003] User Vector: [1.7691803937811503, -0.09735421468723826] Predicted: 2.7297796026735197 Movie Vector: [1.6452518544975263, -0.20529675301705763] User Vector: [1.6035743216927898, -0.5072583428656053] Predicted: 2.7424221173207974 Movie Vector: [1.3288449832107747, -1.3168533479522515] User Vector: [1.7571590198739504, -0.9557831104871867] Predicted: 3.5936181372243294 Movie Vector: [1.548980632753741, -0.0692378466111613] User Vector: [1.8913282867287589, -0.34119462515243815] Predicted: 2.9532544674430192 Movie Vector: [2.183843238218018, -0.6545069516686174] User Vector: [1.9343193638162695, -0.7241021077611991] Predicted: 4.698180126471942 Movie Vector: [1.8559081800749158, -0.9844319442567303] User Vector: [1.5871991949155702, -0.33632596927906705] Predicted: 3.2767859970935485 Movie Vector: [2.1581653665833804, -0.17571568985406466] User Vector: [2.108205538032013, -0.936033476087176] Predicted: 4.714331945797128 Movie Vector: [1.5147490753315265, -0.8344680979924856] User Vector: [2.0782185672486495, -0.604113550594666] Predicted: 3.6520931386129196 Movie Vector: [2.050862411073942, -0.27215788927261086] User Vector: [1.8293944967893492, -0.2648214873446417] Predicted: 3.823909665520557 Movie Vector: [1.9411598819764406, -0.6475427519589768] User Vector: [1.5882883937661798, -0.3924528079705969] Predicted: 3.3372516822750162 Movie Vector: [1.575511562269291, -0.44813398497765894] User Vector: [0.8135639829348551, -0.6920422414434328] Predicted: 1.5919071091906372 Movie Vector: [1.6738534739359752, -0.6703300529042963] User Vector: [1.9431402871438896, -0.22112405353470294] Predicted: 3.4007582184850778 Movie Vector: [1.9834390230373913, -0.22640054788416647] User Vector: [2.022293457866501, -0.22839488394554872] Predicted: 4.062804487224853 Movie Vector: [1.9375435163682186, -0.37997461685180156] User Vector: [1.8318136691235536, -0.8093914546772305] Predicted: 3.8567669056791214 Movie Vector: [1.9935763667083344, -0.042748449704165144] User Vector: [1.8151914256570383, -0.6827910238966695] Predicted: 3.647910984984982 Movie Vector: [1.9158853703582979, 0.8248247356341167] User Vector: [2.18657630962011, 0.07961695036010911] Predicted: 4.254899592805977 Movie Vector: [2.0920921628925764, 0.3474930142276018] User Vector: [2.0035805159898055, -0.27732809527263297] Predicted: 4.09530551947025 Movie Vector: [1.1892892716633898, -1.6926068648940709] User Vector: [1.988041309408908, 0.009547491469357884] Predicted: 2.348196051300099 Movie Vector: [2.1345526137762545, -0.26943576127152136] User Vector: [1.8337716985175319, -0.38242244883687665] Predicted: 4.017320455769203 Movie Vector: [2.230582267770918, -0.15492134943868507] User Vector: [1.685705994427898, -0.26977066992207954] Predicted: 3.8018991360693177 Movie Vector: [1.2189277410663033, -0.14759947603816803] User Vector: [1.4891760027178391, -1.7068295700506277] Predicted: 2.067125091268927 Movie Vector: [1.5757115029299358, -0.6279521947419365] User Vector: [1.8891081050769722, -0.07290499411151352] Predicted: 3.022470222507932 Movie Vector: [2.1062643483242147, -0.06619035656655294] User Vector: [1.945456570136725, -0.2196243025071056] Predicted: 4.112182825785717 Movie Vector: [1.8680619053249266, -0.08647972929831588] User Vector: [1.9074050861978022, 0.21142020871316353] Predicted: 3.5448672171314146 Movie Vector: [1.958741115549575, -0.4427586575936972] User Vector: [1.7044429247611015, 0.4645608289545266] Predicted: 3.132874106838619 Movie Vector: [1.9587991608186721, 0.18534670849242466] User Vector: [1.5924025298292896, -0.24085204159554724] Predicted: 3.0745556059717276 Movie Vector: [1.8883591086666933, -0.461941889244342] User Vector: [2.008132600527889, 0.5438449211434814] Predicted: 3.5408507372884133 Movie Vector: [1.7650715115689417, -0.13140196750851807] User Vector: [2.013651476073901, -0.22036633494018043] Predicted: 3.583195424630572 Movie Vector: [1.9252738642862404, -0.21030889906630945] User Vector: [1.5959871198531845, -0.07558370421581735] Predicted: 3.0886082152117895 Movie Vector: [2.0059064712102828, -0.19687168727927892] User Vector: [1.8315183739570517, 0.7076102678320989] Predicted: 3.5345461310967368 Movie Vector: [1.3374011943060877, 0.19008919648664505] User Vector: [1.9264855267696157, 0.01250509789653724] Predicted: 2.578861128326216 Movie Vector: [1.3751251156802249, -0.10206312458402715] User Vector: [1.6585295045249955, -0.1278479292746153] Predicted: 2.2937341359023655 Movie Vector: [2.0274699530975737, -0.18919533461203158] User Vector: [1.6577052669347292, 0.08953490086735846] Predicted: 3.3440080342727017 Movie Vector: [1.9204023272188546, -0.6658944785241524] User Vector: [1.642719285860642, -0.37186993202387997] Predicted: 3.4023080739979257 Movie Vector: [1.9175178268826523, 0.17877431745185676] User Vector: [1.788352853369055, -0.270907069944648] Predicted: 3.380767250569384 Movie Vector: [1.796382518155246, -0.11389884051605459] User Vector: [2.1323750329946423, -0.009244059458251422] Predicted: 3.831614119076247 Movie Vector: [1.1276431993333855, -0.5056207678013585] User Vector: [1.6375650792168268, -0.18032688492360893] Predicted: 1.937766143054994 Movie Vector: [1.9550705815374974, -0.020051202697638233] User Vector: [1.6667860609810308, -0.4210944366871883] Predicted: 3.267127843445641 Movie Vector: [1.8854971320382492, 0.11500334789661135] User Vector: [1.6779134881229592, -0.19359332452934608] Predicted: 3.1414371892128248 Movie Vector: [2.079170014853179, -0.29304451470100684] User Vector: [1.9618556111967729, -0.2027707325812872] Predicted: 4.138452211196638 Movie Vector: [2.0424282589599, 0.0203741055876934] User Vector: [1.9227120102712485, 0.3260453572076524] Predicted: 3.9336442261537212 Movie Vector: [1.5495330395747517, -0.19279061344524986] User Vector: [1.9088222199047882, -0.682782609941634] Predicted: 3.089417174637288 Movie Vector: [1.779846115965555, 0.5885599484693227] User Vector: [1.9318349088197844, -0.17009750333492735] Predicted: 3.3382562813520003 Movie Vector: [2.213322480647059, -0.11166303663230205] User Vector: [1.9807607818908926, -0.34738483220774596] Predicted: 4.422852412587478 Movie Vector: [2.000227932826707, -0.4875466864426027] User Vector: [2.0163612351060065, -0.42272283161774804] Predicted: 4.239279180966861 Movie Vector: [1.7555586768315443, -0.29214678685503237] User Vector: [2.0265968971046893, 0.12922242580563653] Predicted: 3.5200578506632922 Movie Vector: [1.4504143284980522, -0.5206034502016418] User Vector: [2.152645703051766, 0.06519472993877756] Predicted: 3.0882875705449524 Movie Vector: [2.047078660889099, 0.02116270104560133] User Vector: [1.8030183759275293, -0.5251822602654574] Predicted: 3.6798061673837137 Movie Vector: [2.136558507360275, -0.3041962520761232] User Vector: [1.7322452540336228, -0.5539568923740271] Predicted: 3.869554944811913 Movie Vector: [1.3566524840989895, -0.2752895790010501] User Vector: [1.8854397946182198, -0.2980528689316773] Predicted: 2.639937429796153 Movie Vector: [1.8490843067439702, -0.7541016894677454] User Vector: [1.9323045276245032, -0.7433739420811888] Predicted: 4.1335735235105115 Movie Vector: [2.2100351457552407, -0.47938022502687017] User Vector: [2.114383248980649, -0.3501044623321194] Predicted: 4.840694447779072 Movie Vector: [1.6799952290430251, -0.13344558564327674] User Vector: [1.992470634920033, -0.01035524693664749] Predicted: 3.348723022665924 Movie Vector: [2.004818414017319, -0.2530038597217225] User Vector: [1.332371103320539, -0.4141270973438833] Predicted: 2.775937876284944 Movie Vector: [1.536735500910104, -0.5159996647254697] User Vector: [1.770321848593967, -0.6668146656087045] Predicted: 3.0645925766592685 Movie Vector: [1.5533533895835658, -0.4212669271429318] User Vector: [1.6059470224384982, -0.3074050026157535] Predicted: 2.6241028116367797 Movie Vector: [2.17401891437671, -0.6882280722055684] User Vector: [1.8550814868032515, -0.3393201457960876] Predicted: 4.266511889822092 Movie Vector: [2.1540554695666474, -0.5682744505683701] User Vector: [1.9043601631789557, 0.0022269328445413718] Predicted: 4.100831916481779 Movie Vector: [2.0044803656882806, 0.053583392739064775] User Vector: [1.7068709283663932, 0.3425045137255288] Predicted: 3.4397418165484206 Movie Vector: [2.025540935124177, -0.5334405854182744] User Vector: [2.015077936257507, -0.4110974895204552] Predicted: 4.300918932828902 Movie Vector: [1.4833016835840223, -0.3481759070239162] User Vector: [1.6974230342160923, -0.27286414558228733] Predicted: 2.612795165789448 Movie Vector: [1.8096387675339467, -0.21845726626339404] User Vector: [2.130353345013222, 0.6489557596978387] Predicted: 3.713400900492074 Movie Vector: [2.2002358759770813, -0.28313362453265767] User Vector: [1.4641892509066023, -1.3169371243599566] Predicted: 3.5944309003663646 Movie Vector: [1.8240001593507187, -0.38206570147581054] User Vector: [2.24263265896723, 1.0022000715269515] Predicted: 3.707656053974301 Movie Vector: [1.8321069500869607, 0.17638156225849533] User Vector: [1.9603516437953372, -0.48772075697853445] Predicted: 3.5055489221500653 Movie Vector: [1.2699754504348768, 0.251101815388669] User Vector: [1.6519078625707753, -0.44066169037417086] Predicted: 1.9872314814200411 Movie Vector: [1.4890597353059432, -0.6413908590377612] User Vector: [2.1105505569068916, -0.6024680638553385] Predicted: 3.5291533626365794 Movie Vector: [1.6583256413036325, -0.19897367020239892] User Vector: [2.046032067071811, 0.08979869382989379] Predicted: 3.3751198640639424 Movie Vector: [1.96138722731488, -0.005970912033230526] User Vector: [1.9504278996442488, -0.3438363172738865] Predicted: 3.8275973865650905 Movie Vector: [2.181310390488099, -0.14703616223116392] User Vector: [2.1859084118460257, -0.5470341714335025] Predicted: 4.848578536591962 Movie Vector: [1.9828545577642593, -0.30858851559462774] User Vector: [1.9254974653761434, -0.3578661707926549] Predicted: 3.928414815611054 Movie Vector: [2.081467780585257, -0.450496688247583] User Vector: [2.0850343824175295, 0.426583039814147] Predicted: 4.147757641715707 Movie Vector: [1.6654960362977638, -0.252667789981519] User Vector: [1.551522861032933, 0.05276993255072325] Predicted: 2.570721913040651 Movie Vector: [2.268345053005644, -0.2662854462818916] User Vector: [1.8250343649097673, 0.9507547944914887] Predicted: 3.8866355084525535
avg loss: 1.0270389179321542: 91%|█████████████████████████████████████████ | 63908/70000 [01:42<00:08, 699.66it/s]
Movie Vector: [1.2049571834954216, -2.0232100855800033] User Vector: [2.0915791098330025, -0.20207372276008292] Predicted: 2.929100867161133 Movie Vector: [2.1564567653454203, -0.1730688544255703] User Vector: [1.9761305156715994, -0.2175730611337899] Predicted: 4.299095140169844 Movie Vector: [2.0393370780765148, 0.06057781811019043] User Vector: [1.4561685266981712, 0.06723587446618974] Predicted: 2.9736914709975246 Movie Vector: [1.9531367336930445, -0.37964037013194585] User Vector: [2.012194301545766, -0.16837383007634987] Predicted: 3.9940121088475737 Movie Vector: [1.5268339706376113, -0.09772282467499883] User Vector: [2.0830058654591315, -0.6459422951093583] Predicted: 3.243527422075538 Movie Vector: [1.6456334126671377, 0.24926474288350942] User Vector: [1.920056066590599, -0.2912013668226308] Predicted: 3.087122183547359 Movie Vector: [1.8973420173861746, -0.354980480034859] User Vector: [1.7870680388948277, -0.5384226998676384] Predicted: 3.5818088265837464 Movie Vector: [2.180117268782375, -0.18546223256603947] User Vector: [1.845941415610907, -1.2412582693616203] Predicted: 4.254575287160786 Movie Vector: [1.9216353325782307, -0.6427183987333521] User Vector: [1.788442273408678, -0.6612563045944359] Predicted: 3.8617354560999213 Movie Vector: [1.9078655540182623, -0.4324656975881231] User Vector: [1.9148301872170135, -0.2919929328350672] Predicted: 3.7795154833749995 Movie Vector: [1.7222663692262123, -0.12671753604322222] User Vector: [1.9644622778456065, -0.4639102321782546] Predicted: 3.442112876313875 Movie Vector: [2.1773527358301936, 0.7516477842562816] User Vector: [1.856418403964587, -0.06405618871172729] Predicted: 3.9939299984047434 Movie Vector: [1.9791090466438277, -0.2538056004603093] User Vector: [2.046618012518279, -0.584941045709622] Predicted: 4.198941536939348 Movie Vector: [2.1442164256359137, -0.5836735300869014] User Vector: [1.7545672690851741, -0.842948221954272] Predicted: 4.254178522644105 Movie Vector: [1.9962452741062835, -1.2125898463534077] User Vector: [1.9383954671813837, 0.20998554546636625] Predicted: 3.6148864503963813 Movie Vector: [1.900722371649149, 0.13898510793861837] User Vector: [2.022144866002735, -0.7629780550643598] Predicted: 3.7374933981889518 Movie Vector: [2.128457478064964, -0.7059211044775743] User Vector: [1.5897689291540766, -0.07490445495971292] Predicted: 3.4366322012287758 Movie Vector: [2.2473777991562587, 0.26768534062601407] User Vector: [1.877668994645824, -0.33843981526996214] Predicted: 4.129236235499132 Movie Vector: [1.4149275793208276, -0.7562688596857843] User Vector: [1.4620756520460554, -1.066405274466367] Predicted: 2.8752202640170306 Movie Vector: [1.7497310303636624, -0.12332847543996972] User Vector: [1.657423840632326, -0.3779331837066347] Predicted: 2.9466558477836116 Movie Vector: [1.9931490188417647, 0.5187182509693146] User Vector: [2.027553881340504, -0.5667184510113201] Predicted: 3.747249825542006 Movie Vector: [1.4640018470120382, -0.8282280654494644] User Vector: [1.8475587763053523, -0.19854242904804148] Predicted: 2.8692678728944334 Movie Vector: [1.8375491077927946, -0.3576846584107345] User Vector: [2.063405009415209, -0.0797993498591656] Predicted: 3.8201510372618745 Movie Vector: [1.8973317991621967, -0.5530467477005885] User Vector: [1.5952037762152855, -0.29090053106068153] Predicted: 3.1875124433643616 Movie Vector: [1.6180012639769197, -0.8408455481856839] User Vector: [1.7462462461021038, -1.23277721699902] Predicted: 3.862003868226518 Movie Vector: [1.7035221160906653, 0.5292546518075231] User Vector: [1.483928475277734, -0.3377090313873681] Predicted: 2.3491709005131423 Movie Vector: [1.8803854327530307, 0.28915167132289765] User Vector: [2.0494344831866504, -0.15973912535820883] Predicted: 3.8075379124929296 Movie Vector: [2.007478423563047, -0.25503287655710516] User Vector: [1.9526207855032307, -0.21568626139197264] Predicted: 3.9748511839751073 Movie Vector: [1.803341399452909, -0.4349287050975716] User Vector: [2.1115404748270774, -0.07141999996489837] Predicted: 3.838890962978924 Movie Vector: [2.032232615101568, -0.1918407194471745] User Vector: [2.1508561767379946, 0.7542629770226374] Predicted: 4.226341720595225 Movie Vector: [1.98104348282925, -0.01697578301150052] User Vector: [1.6201921012532634, -0.38352913125504995] Predicted: 3.216181710429981 Movie Vector: [2.055283110774918, -0.48756065658761344] User Vector: [1.8473411792961465, -0.6089840235841636] Predicted: 4.093725776036451 Movie Vector: [2.170091702603114, 0.2816157470581214] User Vector: [2.009153008793041, 0.013849268004371779] Predicted: 4.3639464455971195 Movie Vector: [1.7910117427462093, -0.28988618377886793] User Vector: [1.8016571514613948, -0.08997919136776762] Predicted: 3.2528728390751542 Movie Vector: [1.8803375257234092, -0.35469800670050383] User Vector: [1.7999743639903547, -0.7382228301433126] Predicted: 3.6464055083038285 Movie Vector: [1.71001239397538, -0.4417189372400602] User Vector: [1.3028499214976974, -1.3221339777402343] Predicted: 2.8119011287873033 Movie Vector: [1.744368401727512, -0.7976645014384229] User Vector: [1.568475216426409, -0.32639418345787297] Predicted: 2.996351660047274 Movie Vector: [2.280012206268844, 0.07573841880930113] User Vector: [1.7957369349449983, -0.6773339457348779] Predicted: 4.043001928866572 Movie Vector: [1.9847221308940597, -0.5308411800243769] User Vector: [2.1920281808856927, 0.005255741003340406] Predicted: 4.347776878391166 Movie Vector: [1.2714448116361798, -0.688004497768436] User Vector: [1.910228532879994, -0.3920732792909532] Predicted: 2.6984983367766557 Movie Vector: [1.9373085960857177, -0.34668426402099817] User Vector: [1.4569657917538215, -0.5314514292725854] Predicted: 3.0068382001877856 Movie Vector: [1.0937007822527252, -0.6382205122662162] User Vector: [1.541320269768111, -0.18063396081089522] Predicted: 1.8010274837487694 Movie Vector: [1.9877528469518622, -0.24104533666275982] User Vector: [1.741440702233932, -0.4297745344433127] Predicted: 3.5651488610073176 Movie Vector: [1.5097195761659004, -0.05863991442413063] User Vector: [1.8402926411666172, -0.1032823430557601] Predicted: 2.7843822940016043 Movie Vector: [2.1919146752136296, -0.6065892400629745] User Vector: [1.599020457594507, -0.16304397026513257] Predicted: 3.6038171249881903 Movie Vector: [2.3589962005294587, -0.5114939289048042] User Vector: [1.9750565274508927, 0.3170756059251234] Predicted: 4.4969685966530495 Movie Vector: [1.3499545450818395, -0.3553644955768443] User Vector: [1.8344045980645953, -0.8062620225204357] Predicted: 2.7628797216120664 Movie Vector: [1.951879732740987, -0.23219212050717486] User Vector: [2.0694528099167258, -0.6450748511723938] Predicted: 4.189104295119911 Movie Vector: [2.2961802263458564, 0.10454794898478402] User Vector: [2.105061915052865, 0.35614471003314085] Predicted: 4.870835743553876 Movie Vector: [-0.3470211450030791, -0.6925159262592021] User Vector: [1.745987383868218, -0.14194223342985504] Predicted: -0.5075972838519037 Movie Vector: [1.8426388753422538, -0.6736598893284912] User Vector: [1.9109671020296177, -0.4209188246522523] Predicted: 3.8047784005314154 Movie Vector: [1.390023184362959, -0.6404146417897549] User Vector: [2.0916411743383305, -0.42701179521049426] Predicted: 3.1808943315681737 Movie Vector: [1.7862295277678566, -0.6822142788139951] User Vector: [1.66136764254662, 0.01876933925648277] Predicted: 2.9547792283501697 Movie Vector: [2.26227256594941, -0.43655973675967874] User Vector: [1.3487445844369972, -0.4161933961620609] Predicted: 3.232921151314282 Movie Vector: [2.3851978028406537, -0.14419076781854395] User Vector: [2.082475919713885, -0.42278915826223634] Predicted: 5.028079281525317 Movie Vector: [1.798768284850408, -0.7584662470709773] User Vector: [2.0334936498554, -0.6907909312549945] Predicted: 4.1817254899442355 Movie Vector: [1.3779405111998484, -1.3278427242795467] User Vector: [1.8658836612238479, -0.5775122598781984] Predicted: 3.3379221384477384 Movie Vector: [2.1422626465328967, 0.1407628467328502] User Vector: [2.0299260618474233, -0.5635467686750594] Predicted: 4.269308330093561 Movie Vector: [1.9346640311586272, -0.3874990435877824] User Vector: [1.7246037038155437, -0.38266830582704997] Predicted: 3.484812356294218 Movie Vector: [2.0729776860248954, -0.101799422231655] User Vector: [1.608909009768851, 0.3057201811597427] Predicted: 3.30411033828862 Movie Vector: [1.797177463357572, -0.9466607473997248] User Vector: [2.0596463398735745, -0.0923614124560341] Predicted: 3.7889849082542213 Movie Vector: [1.8614251060773865, -0.6780883887538722] User Vector: [1.6235601162647617, 0.48284377784856647] Predicted: 2.694724802299981 Movie Vector: [2.143674787618525, -0.3130227031432598] User Vector: [1.9323244781604814, 0.3263410654357409] Predicted: 4.040123102881401 Movie Vector: [2.140848787996149, -0.3134999727416687] User Vector: [2.139121632094181, 0.43530166060749054] Predicted: 4.443068894710319 Movie Vector: [2.0681218059092985, 0.015033264644756603] User Vector: [2.1172264832715353, -0.4604683116630013] Predicted: 4.371759916112767 Movie Vector: [1.5190668493499901, -0.38337901712373157] User Vector: [1.5961412373948718, -0.2692057872125478] Predicted: 2.52785309071259 Movie Vector: [1.1371583299820427, -0.8914605585953852] User Vector: [1.9454949173782088, -1.1277531277344937] Predicted: 3.21768318444224 Movie Vector: [1.7169065006992537, -0.25880464715714924] User Vector: [1.6882810040414127, -0.27836145513203336] Predicted: 2.9706618690233606 Movie Vector: [1.9450797958404713, -0.9015498888662278] User Vector: [2.1979477452042846, -0.547845709938311] Predicted: 4.769093990420698 Movie Vector: [1.5465360487411983, -0.38801198272411797] User Vector: [1.9301630552041973, -0.2954685128811235] Predicted: 3.09971206833729 Movie Vector: [1.210562541489566, -1.0818740427571674] User Vector: [2.163243758754751, 0.5484037498301418] Predicted: 2.0254380805676675 Movie Vector: [1.5219221160345675, 0.06971860665034527] User Vector: [2.2182302766929785, 0.17812876784362083] Predicted: 3.388392606054922 Movie Vector: [2.0967004072483175, -1.0414303294620415] User Vector: [2.1649383061553524, -0.2526003902777345] Predicted: 4.802292735852591 Movie Vector: [1.7856016722234576, -0.2617000714750928] User Vector: [1.8252703112945994, -0.6574808072994445] Predicted: 3.431268494371234 Movie Vector: [1.3306204322673374, -0.7463729332166513] User Vector: [1.9042691196116734, -0.27297465579075025] Predicted: 2.737600293627375 Movie Vector: [1.9290759708655898, -0.4505046162608997] User Vector: [2.0287536045349044, -0.4941971256398063] Predicted: 4.1362579157588355 Movie Vector: [1.6529688716823285, -0.3779606879763048] User Vector: [2.463557022719121, -0.17708096109656105] Predicted: 4.139112714052663 Movie Vector: [1.7736653820835655, -0.31804078312930545] User Vector: [1.931789599556764, -0.5234465251772004] Predicted: 3.592825680996576 Movie Vector: [1.8248141136225742, -0.14895745872439567] User Vector: [2.360530005661174, -1.5683720956661291] Predicted: 4.541149191664767 Movie Vector: [2.0808336978944104, 0.1508665527567017] User Vector: [1.7664280648608996, -0.0430766358004491] Predicted: 3.6691442187214034 Movie Vector: [1.6198662500942689, -0.36901391783888676] User Vector: [1.6378490273228943, -0.5840667679213772] Predicted: 2.8686251284202458 Movie Vector: [1.9599512484039503, -0.5612235059417567] User Vector: [1.9602523743167928, -0.6891814738351043] Predicted: 4.22878393120485 Movie Vector: [2.1375811463407035, 0.792144506505266] User Vector: [2.0280259858418694, 0.6883907146616745] Predicted: 4.880375034573078 Movie Vector: [2.1349242065704015, -0.2786557756838339] User Vector: [2.026264305531978, -0.3141969818865299] Predicted: 4.413473518494893 Movie Vector: [2.2948777348416094, -0.1780520320588007] User Vector: [1.9459415306917764, -0.17011355473395018] Predicted: 4.4959869561892845 Movie Vector: [2.1386811889133206, 0.06671205475692583] User Vector: [2.0558453105526726, 0.32840333841298613] Predicted: 4.418706154489229 Movie Vector: [2.1073052080940036, 0.06170001577025934] User Vector: [1.7944186471132224, 0.09435464494321685] Predicted: 3.787209443643683 Movie Vector: [1.8777640558961448, -0.11652288659611314] User Vector: [1.7797936367698375, -0.33323816340686846] Predicted: 3.3808623907632356 Movie Vector: [2.0671848139111293, -0.3800511691800321] User Vector: [1.9073862401750044, -0.14303168974430985] Predicted: 3.9972792308699354 Movie Vector: [2.184273254011665, -0.30466328861677294] User Vector: [1.6550169043269218, -0.11962482418103235] Predicted: 3.6514544513936746 Movie Vector: [1.9978497448313206, -0.37485184883256356] User Vector: [1.7812145682797467, 0.2734469218722888] Predicted: 3.4560969865061217 Movie Vector: [2.186324044121266, 0.07837780757006552] User Vector: [1.9059981429210926, -0.5423644958251455] Predicted: 4.124620227832247 Movie Vector: [2.054368683600138, 0.8355785696389209] User Vector: [1.7724241312639941, -0.29046917851755993] Predicted: 3.3985028086160347 Movie Vector: [1.9826417823222142, -0.4838598136694687] User Vector: [1.4356464186752786, 4.190403495773001e-05] Predicted: 2.8463522986283114 Movie Vector: [2.1868008486175134, -0.2521619186271365] User Vector: [2.140951810449378, 0.11117898118055762] Predicted: 4.653800130734402 Movie Vector: [2.332086249261723, 0.26982016824712307] User Vector: [2.087143903193679, -0.7134130258552868] Predicted: 4.6749063742024575 Movie Vector: [1.2648783161870718, -0.7178634242721033] User Vector: [1.7770982866839062, -0.1341373087919032] Predicted: 2.34410535637167 Movie Vector: [2.292211650530938, -0.4529268463769483] User Vector: [2.0479001016993297, -0.5866835275108291] Predicted: 4.95994519217548 Movie Vector: [1.3008566568853313, -1.738563524392056] User Vector: [2.263575513540227, -0.7407871457569337] Predicted: 4.232492786102943 Movie Vector: [1.833818331500063, -0.15306067192423053] User Vector: [1.8161346429773007, 0.2496025693781689] Predicted: 3.292256663781059 Movie Vector: [1.8478975113034817, -0.3713863208199553] User Vector: [2.2497725638930923, -0.054596883543976356] Predicted: 4.177625657524532 Movie Vector: [1.9733914600336593, 0.5650100586478066] User Vector: [2.2884574410033873, -0.5967007763744913] Predicted: 4.178880430072024 Movie Vector: [1.6631021245931317, -0.5278115325125529] User Vector: [1.4111979602263232, -0.18726241954103306] Predicted: 2.4458055905138534 Movie Vector: [2.21667221146673, 0.28193683059342656] User Vector: [2.2386096676617036, 0.10201829099083082] Predicted: 4.991026556250983 Movie Vector: [1.9591314448379449, -0.357115484305146] User Vector: [1.8301546860044609, -0.5464618737493032] Predicted: 3.780663590967135 Movie Vector: [1.728587832279503, -1.2021811752181055] User Vector: [1.8332954358722084, -0.5195041004464073] Predicted: 3.793550233427534 Movie Vector: [1.8990017391049498, -0.2915415209895927] User Vector: [1.1899142115457657, -1.2929611822960763] Predicted: 2.6366010267782043 Movie Vector: [1.5454732019151758, 0.18331505758580094] User Vector: [1.8828805037663907, -0.12113707770824489] Predicted: 2.8877351106036406 Movie Vector: [2.130168510537771, -0.2784657698014631] User Vector: [1.8952781444631928, -0.8222864858541991] Predicted: 4.266240461326679 Movie Vector: [2.169221143881404, -0.07329760456405432] User Vector: [2.2669457391364594, -0.669136237801327] Predicted: 4.966552712724505 Movie Vector: [2.0692693474847665, -0.29202121534916925] User Vector: [2.032352118646096, -0.013523117809220678] Predicted: 4.2094329797080485 Movie Vector: [1.4738903712103502, -0.30085928025972675] User Vector: [1.41545140756404, -0.2455958842095127] Predicted: 2.160110001482801 Movie Vector: [1.0160287271908963, -0.3541858950233103] User Vector: [1.7526982626649246, -0.28807164370788124] Predicted: 1.8828226979226508 Movie Vector: [1.7443259645488458, -1.2109951508057941] User Vector: [1.7681104176584257, -0.6817814613155413] Predicted: 3.909794953273305 Movie Vector: [1.3967026068563306, -0.7616436806697345] User Vector: [1.671941986376899, 0.22204027916812524] Predicted: 2.16609015540262 Movie Vector: [1.901925186547508, -0.653823585203479] User Vector: [1.920033947650616, -0.47469477895874246] Predicted: 3.962127566319124 Movie Vector: [1.6922657330828246, 0.21947336090947217] User Vector: [2.2221293542634166, -0.3134741753921173] Predicted: 3.691634129865811 Movie Vector: [2.0813660098519504, -0.1380533839163202] User Vector: [2.0124091559070685, -0.16953988515556875] Predicted: 4.211965569874337 Movie Vector: [1.3792854008357092, 0.3575705190927499] User Vector: [1.8533342876196977, -0.451765480182048] Predicted: 2.394738908525218 Movie Vector: [2.1827930732694134, -0.10630880448259185] User Vector: [2.0838124244414704, -0.18229458135568835] Predicted: 4.567910845071163 Movie Vector: [2.0331627953876312, -0.36943069118625627] User Vector: [1.993371234284077, -0.48454187762585077] Predicted: 4.231852871702311 Movie Vector: [1.9694646007610144, 0.28220857140827776] User Vector: [1.6062083198545936, -0.4496974856208709] Predicted: 3.036461942418486 Movie Vector: [1.4167513169402042, -0.6665464275871179] User Vector: [1.5912847080550938, -0.03794131329184906] Predicted: 2.279744352596508 Movie Vector: [1.848773768364104, -0.16328890510627575] User Vector: [1.9452707965941254, 0.08606665513479596] Predicted: 3.582311891224843 Movie Vector: [1.5451897952017855, -1.1039021912229834] User Vector: [2.174148780427814, -0.7261604387855871] Predicted: 4.161082608322318 Movie Vector: [2.084722867137129, 0.9731714421751045] User Vector: [2.115872416855767, 0.3566369256606521] Predicted: 4.758076482641994 Movie Vector: [1.8077068637005607, -0.10541691341679617] User Vector: [1.6809889007639982, -0.4626390699860531] Predicted: 3.087505156499487 Movie Vector: [1.7711038233542937, -0.4120231658488239] User Vector: [2.0892020907097213, -0.46067202215465924] Predicted: 3.8900013556019135 Movie Vector: [1.6211421351497215, -0.0822557435744738] User Vector: [1.9898394028547546, -0.6715667503275908] Predicted: 3.2810527205570925 Movie Vector: [2.2052993918557267, -0.30618306043072] User Vector: [2.08822945508387, 0.09364606311518228] Predicted: 4.576498309149779 Movie Vector: [1.462035951692855, -0.8698412417773755] User Vector: [2.3625422649113115, -0.502090892554168] Predicted: 3.8908610941586304 Movie Vector: [1.864211869601958, -0.13728536977720646] User Vector: [2.08966846056908, -0.9313139302291832] Predicted: 4.023440525015906 Movie Vector: [1.6744733586808502, -0.6153779828238989] User Vector: [2.1181906507068424, -0.18396890778601263] Predicted: 3.6600642285911342 Movie Vector: [2.0828871288024766, 0.25770309977361283] User Vector: [1.6984414066657378, -0.5314695211599464] Predicted: 3.400700401931122 Movie Vector: [1.4327688220511445, -1.369542561921731] User Vector: [1.8463032217827897, -0.5285506267848152] Predicted: 3.3691982717351734 Movie Vector: [1.2818967720403915, 0.725332878477406] User Vector: [1.9693560119676916, -0.23272556418168786] Predicted: 2.3557076113765407 Movie Vector: [1.3573678883396405, -0.10069430676139668] User Vector: [1.97287087293493, -0.46046178723836567] Predicted: 2.7242774512185504 Movie Vector: [1.88610137232637, -0.23109276503122636] User Vector: [1.6776067324803199, -0.23863410463452225] Predicted: 3.219282975425832 Movie Vector: [1.3031004494436287, -1.1069638971533267] User Vector: [2.1271448089199985, -0.6519377881454913] Predicted: 3.493554951202385 Movie Vector: [2.4344329316143423, 0.03044073492862307] User Vector: [2.1434203975251367, -0.5225721328103021] Predicted: 5.202105722253134 Movie Vector: [2.32321902850034, -0.5172375966640563] User Vector: [2.028937451836612, 0.26487002559848605] Predicted: 4.576665360274902 Movie Vector: [1.97821223121487, -0.2317432667840204] User Vector: [1.9207812491149554, 0.3567904346660526] Predicted: 3.7170291796005794 Movie Vector: [2.1428413374875435, -0.3316668229559847] User Vector: [2.102166497041453, -1.230893932016321] Predicted: 4.912855947969464 Movie Vector: [1.8605447547744272, -0.38979317850658673] User Vector: [1.4411614517832367, 0.15422515217844437] Predicted: 2.621229467625102 Movie Vector: [2.1163076167089168, -0.5076776493648122] User Vector: [1.8912608401584872, -0.34365619919086116] Predicted: 4.176956292605573 Movie Vector: [2.1292857956899307, -0.2835103872674698] User Vector: [2.0976036421729782, 0.09696757551135377] Predicted: 4.438906325380775 Movie Vector: [2.204198167978151, -0.007873735377558689] User Vector: [1.6168657768815347, -0.42513699050840154] Predicted: 3.5672399994313233 Movie Vector: [1.3248294359090365, 0.11721948667097888] User Vector: [2.0425181381139534, -0.6336869459612953] Predicted: 2.631707694235801 Movie Vector: [2.1043861548409666, -0.27392047848697376] User Vector: [2.3379931163150887, 0.21971740734125803] Predicted: 4.859855246736124 Movie Vector: [1.5691295304270032, -0.36197290495778306] User Vector: [1.5130780945659164, -0.266961997400447] Predicted: 2.470848529737973 Movie Vector: [1.5192482676858186, -0.5111771453561189] User Vector: [2.143400627749042, -0.009943132426193478] Predicted: 3.2614403927139475 Movie Vector: [2.0658178448699736, -0.13674349417660867] User Vector: [1.7094773493593465, -0.3515728061974812] Predicted: 3.579544107684479 Movie Vector: [2.0148784159710265, -0.33499247154339823] User Vector: [1.4982919951005926, -1.0108400609367774] Predicted: 3.3575000120986416 Movie Vector: [1.7560276705559945, 0.5906571556783801] User Vector: [1.3477846165639522, -0.13786560357935457] Predicted: 2.2853157753599365 Movie Vector: [2.0082284742853895, -0.5684449786710324] User Vector: [1.803588282164619, -0.006782226484436651] Predicted: 3.625872666719747 Movie Vector: [1.8963600868240915, 0.011708495992556871] User Vector: [1.7713058248271938, -0.7975251689609058] Predicted: 3.3496958475165743 Movie Vector: [1.953035262969612, -0.313258299208681] User Vector: [1.8956008027247595, -0.06123650726994361] Predicted:
avg loss: 1.0269934890507328: 92%|█████████████████████████████████████████▏ | 64063/70000 [01:42<00:08, 725.01it/s]
3.7213580563518205 Movie Vector: [1.8495027757799416, -0.6078846293175854] User Vector: [1.8572471746525432, 0.7727395588823978] Predicted: 2.9652473045190715 Movie Vector: [2.120105807548314, -0.4568544677868603] User Vector: [2.1650762586943513, -0.7196789200410373] Predicted: 4.918979279835641 Movie Vector: [1.994208302970855, 0.14958777283297256] User Vector: [1.7394126690706444, 0.045742732651631646] Predicted: 3.475593740454027 Movie Vector: [1.905915796887558, -0.12380591550983078] User Vector: [1.6214170890181858, -0.3218786756942221] Predicted: 3.130134927430615 Movie Vector: [2.191313304080751, -0.18126307521958313] User Vector: [2.0919805315721063, -0.021938050178059533] Predicted: 4.5881613291514745 Movie Vector: [1.577269168543105, -0.5737994760801334] User Vector: [1.4668484785523461, 0.14884359509145623] Predicted: 2.2282085032636165 Movie Vector: [1.1732234916723356, -1.0328649985020912] User Vector: [1.0442976619824778, -0.12954847670324418] Predicted: 1.3590006365323835 Movie Vector: [0.784412259513505, -0.2241742632771105] User Vector: [1.7106946233783833, -0.1869209272218501] Predicted: 1.3837926960128748 Movie Vector: [1.6997583237776224, -0.33100364401237276] User Vector: [1.7560621804533274, -0.3980236335273524] Predicted: 3.116628581397223 Movie Vector: [2.231889365280484, -0.6088025016750241] User Vector: [2.1058783627147375, 0.17778129010535992] Predicted: 4.591853828150144 Movie Vector: [1.753027496835179, 0.27654325068450264] User Vector: [1.8307215108318142, 0.12368077850690944] Predicted: 3.2435082320713033 Movie Vector: [1.9262868609722434, -0.3611164689275123] User Vector: [1.5558940096115386, -0.06366954852442096] Predicted: 3.020090310321476 Movie Vector: [1.4507299244061402, 1.323010478457735] User Vector: [2.1412105003929973, 0.17460052455733036] Predicted: 3.337316470906332 Movie Vector: [1.6239672393533724, -0.3544001903387354] User Vector: [2.1444232744236555, 0.37952372241335053] Predicted: 3.3479698655095462 Movie Vector: [2.023459576709313, -1.1772263386491444] User Vector: [1.7570864559502308, 0.0021485685984902955] Predicted: 3.5528640648541843 Movie Vector: [1.5531780529064199, 0.18281935797481141] User Vector: [1.8953430826645856, -0.1195562889332502] Predicted: 2.921948074738005 Movie Vector: [1.7458167732227083, -0.12433318028560914] User Vector: [1.8315130484527287, -0.34947873894257] Predicted: 3.2409380034199624 Movie Vector: [2.095340684740768, -0.4838565241835025] User Vector: [1.8689937371445782, -0.25547537144079707] Predicted: 4.03979204220456 Movie Vector: [2.0156999746353796, -0.2563860623994136] User Vector: [2.1999730328014824, -0.21402437391990228] Predicted: 4.48935845290329 Movie Vector: [1.5454085218916962, 0.12139054625790187] User Vector: [2.0742044175831316, -0.34349640206880727] Predicted: 3.1637959671936176 Movie Vector: [1.8873386673442394, -0.21986988322972945] User Vector: [2.2999678083936077, -0.7894245694623999] Predicted: 4.514388866334619 Movie Vector: [1.9475593969666445, -0.3723789242625226] User Vector: [1.9098904003335788, -0.1773541187625027] Predicted: 3.7856679323043565 Movie Vector: [1.1914590261949025, -0.5693525445094149] User Vector: [1.5240103040924218, -0.4169365742341524] Predicted: 2.0531797322642076 Movie Vector: [2.225426251817717, -0.34997516404235324] User Vector: [2.103623300561853, -0.22214524930697094] Predicted: 4.759203837073216 Movie Vector: [2.166522581429444, 0.14877691836874465] User Vector: [2.208374251581584, -0.32551500763754077] Predicted: 4.736063564579759 Movie Vector: [1.9153356695445432, -0.3730228921476526] User Vector: [1.375138077321807, 0.0661532828097845] Predicted: 2.6091743211645917 Movie Vector: [2.11779676432731, -0.6164791831665525] User Vector: [1.7473379365929158, -0.8286627341785542] Predicted: 4.211359953789793 Movie Vector: [2.1613195030801413, -0.46299857065792993] User Vector: [1.8280546211134558, -0.05935588646927853] Predicted: 3.9784917959037007 Movie Vector: [1.8182484318626022, -0.009548031481828607] User Vector: [1.9932157390487786, -0.06555515986951692] Predicted: 3.6247873146195295 Movie Vector: [1.9369454438700022, -0.3465517984784454] User Vector: [2.237491023397673, -0.21879645805897935] Predicted: 4.409722349511204 Movie Vector: [1.4178256197391508, -0.3097710708456032] User Vector: [1.4837837925570312, -0.4441747219374147] Predicted: 2.2413391544981813 Movie Vector: [1.2645895951915043, 0.09548410119359317] User Vector: [2.004172760818794, 0.17587409309388272] Predicted: 2.5512491999999853 Movie Vector: [2.007236556295132, 0.7083875607323169] User Vector: [1.484270249434754, -0.05024241059892163] Predicted: 2.9436904053972506 Movie Vector: [1.985953059425628, -0.40100977154644235] User Vector: [1.8989502307974395, -0.4961385180490267] Predicted: 3.9701824143274083 Movie Vector: [2.1860570786946325, -0.545782767644192] User Vector: [2.118242412694211, -0.13593337636989078] Predicted: 4.704788915031756 Movie Vector: [1.7701483754032854, 0.9543479047711892] User Vector: [0.8833243743223517, -0.39459754150690757] Predicted: 1.1870318691958548 Movie Vector: [1.858312539126102, -0.08731541155502957] User Vector: [1.6997212890641318, -0.1837848988059806] Predicted: 3.1746606385643013 Movie Vector: [2.272553538588974, -0.20236776277469473] User Vector: [1.5045704688523112, -0.2762905090883321] Predicted: 3.4751292352468792 Movie Vector: [2.2150059150439008, -0.6089437361561236] User Vector: [1.451115910781875, -0.9107308937851707] Predicted: 3.768814198890518 Movie Vector: [1.443609170494243, -0.6429671701927759] User Vector: [1.7161804144090442, -0.40358533650670825] Predicted: 2.736985906208524 Movie Vector: [1.180254759096336, -0.14306334510606608] User Vector: [1.8198622086372993, -0.5164468554511907] Predicted: 2.221785647354098 Movie Vector: [2.141721565547474, -0.12298117696927505] User Vector: [2.05172345491472, -0.6993077246952404] Predicted: 4.480222056977153 Movie Vector: [0.4954298035909243, -0.68324212409216] User Vector: [1.8149222425789258, -0.21635821358688534] Predicted: 1.0469916155895658 Movie Vector: [2.0265018605446685, -0.26321812246295595] User Vector: [0.8712567212120146, -0.4011036285792593] Predicted: 1.8711811105759066 Movie Vector: [2.0282284770876533, -0.10112807328861281] User Vector: [1.915436803119261, -0.06441811482434903] Predicted: 3.891457949985293 Movie Vector: [1.5886401103863255, -1.1447275208145713] User Vector: [1.8146452590535742, -0.2196788973825023] Predicted: 3.134290724230843 Movie Vector: [1.5829289942607152, -1.0448334780119297] User Vector: [2.069323842828017, -0.6297189669752755] Predicted: 3.9335441677623275 Movie Vector: [1.9793635867974175, -0.5587229102361723] User Vector: [2.0273420637127866, -0.24176657992557268] Predicted: 4.147927586029682 Movie Vector: [1.4210675332730103, -1.2103459026498729] User Vector: [1.6164475428328884, 0.1317166172703727] Predicted: 2.1376584543346544 Movie Vector: [2.0854960759724097, -0.32071142845229617] User Vector: [1.8357037999794648, -0.8491490199099478] Predicted: 4.100684866649002 Movie Vector: [2.0273326573768116, -0.02793327804372971] User Vector: [1.8534390259370706, 0.46571470894432665] Predicted: 3.744528527284894 Movie Vector: [1.9518465294096663, -0.8674043203513183] User Vector: [1.3823521364474263, -0.6003471646251187] Predicted: 3.2188829442534383 Movie Vector: [1.7755743304660834, -0.49248640049353526] User Vector: [2.195787706360593, -0.7772878675205632] Predicted: 4.281587990589365 Movie Vector: [1.8472103122011225, -0.2789611540630844] User Vector: [2.1955031434563885, -0.5367018201160823] Predicted: 4.205275006189962 Movie Vector: [1.4100616435462645, -0.5460066401659273] User Vector: [2.2422831048396574, -0.7901841743907219] Predicted: 3.5932032062775936 Movie Vector: [1.5688161908839342, -0.31732992029191864] User Vector: [1.7924348780954793, 0.7114461564368143] Predicted: 2.5862377057471724 Movie Vector: [2.095703716829074, -0.1287003989985612] User Vector: [1.6256505796393084, -0.9170142749951673] Predicted: 3.524902065094692 Movie Vector: [2.0646006640537036, -0.11115545806957547] User Vector: [2.0281280131383186, 0.07087894298969281] Predicted: 4.1793958613357844 Movie Vector: [1.4898635435872674, 0.2818792409432169] User Vector: [1.9085291353817966, -0.07659516322939358] Predicted: 2.8218573942084437 Movie Vector: [2.320526254171512, -0.1660129280175202] User Vector: [1.8749150341648284, 0.20293352978239407] Predicted: 4.317099971648256 Movie Vector: [1.5670248101142454, -0.3544342550848244] User Vector: [1.1565093693645707, -1.5249861152009696] Predicted: 2.352786192679818 Movie Vector: [1.5234875013689986, -0.6183854605914062] User Vector: [1.776842694185001, -0.9752891572751868] Predicted: 3.310102271221088 Movie Vector: [2.0865142073218417, -0.9980785469484437] User Vector: [1.785165439401388, -0.34945792077230386] Predicted: 4.07355950551498 Movie Vector: [1.7808711193803577, -0.20245138887786104] User Vector: [1.7695822421195258, -0.2233124705678273] Predicted: 3.196607828179206 Movie Vector: [1.8330734858835125, -0.5128405521126478] User Vector: [1.6705231789442714, -0.4303753193070654] Predicted: 3.282905663245675 Movie Vector: [1.9642681618582325, -0.24956394783503] User Vector: [1.9583445535354598, -0.7313025575971491] Predicted: 4.029220609793978 Movie Vector: [1.9108090457464233, -0.29450818534499096] User Vector: [1.7370504947716285, 0.299427431736953] Predicted: 3.230987968764567 Movie Vector: [1.863249378464458, -0.14674099158965537] User Vector: [2.0530545568584437, -0.12516977041051866] Predicted: 3.8437201632472076 Movie Vector: [2.194430227519413, -0.4831312136061113] User Vector: [2.024728658203717, -0.1998846982985602] Predicted: 4.5396963069573335 Movie Vector: [1.6766510813138678, 0.06778475538417472] User Vector: [2.0322666635319435, -0.5831005949506963] Predicted: 3.3678767677358596 Movie Vector: [0.7947625049175093, -0.6143894010819346] User Vector: [1.7673006406952312, -0.5100756600157498] Predicted: 1.71796936340481 Movie Vector: [2.2438897958909476, -0.3519249373692329] User Vector: [2.050918519018445, -0.7485953594243873] Predicted: 4.865484512009588 Movie Vector: [2.220555621354881, -0.43239878842649254] User Vector: [2.0978819641647433, -0.037553556593223895] Predicted: 4.674701700837056 Movie Vector: [2.2156123889889483, -0.10917988028063366] User Vector: [2.0238848470240667, -0.6686714672317235] Predicted: 4.55714981169296 Movie Vector: [2.1816791107140383, -0.3256147143081672] User Vector: [1.880156621557107, -0.7404547617198285] Predicted: 4.343001391817344 Movie Vector: [1.3052842687427213, -0.08853815559385313] User Vector: [2.1392922918826405, -0.33955971919220446] Predicted: 2.822448566088217 Movie Vector: [1.813366814903153, -0.137838991132506] User Vector: [2.110343829704815, -0.14605318098595543] Predicted: 3.8469592919411393 Movie Vector: [1.5184260817324193, -0.8237185386125375] User Vector: [2.0683387165260925, -0.30171441709285435] Predicted: 3.389147211756235 Movie Vector: [2.131637105443978, 0.0028969157310931772] User Vector: [1.7366839457966639, -0.548434261922619] Predicted: 3.700391171448193 Movie Vector: [1.0437681124819878, -0.3363272180380653] User Vector: [1.9434509962208244, -0.357450710144886] Predicted: 2.148732580955409 Movie Vector: [1.7445224125653158, -0.06820755872660891] User Vector: [1.8776105356858808, -0.3403816494831284] Predicted: 3.2987502629193686 Movie Vector: [2.275250674617513, -0.3506042559041164] User Vector: [2.0047003186605354, -0.2842103350263494] Predicted: 4.6608411054705 Movie Vector: [2.3405152082459395, 0.053338149297723056] User Vector: [1.8638201138340333, -0.05994788972835173] Predicted: 4.3591018123708185 Movie Vector: [1.9992304826125071, 0.10517712562003484] User Vector: [1.7298236768026458, -0.5239690582524695] Predicted: 3.403206664747864 Movie Vector: [2.225610212535402, 0.6215454932352861] User Vector: [2.008896993383696, -0.5649285374072384] Predicted: 4.119892877980948 Movie Vector: [1.7860312637085187, -0.8854307511697864] User Vector: [1.6506313583401324, -0.5833598750903027] Predicted: 3.464603983256655 Movie Vector: [1.2752340682298393, -1.3236517801707262] User Vector: [2.0799087862745367, -0.05743978747710872] Predicted: 2.728400820014568 Movie Vector: [1.6874088740354591, -0.39310002187177256] User Vector: [2.023357583162674, 0.09251928450941777] Predicted: 3.3778622084114227 Movie Vector: [2.1837195423652136, -0.4283895178659198] User Vector: [1.802340132956135, -0.122446740077723] Predicted: 3.988260270271579 Movie Vector: [1.386263882882531, 0.012531802114869994] User Vector: [2.4152865879782635, -0.6521267650821352] Predicted: 3.340052240151028 Movie Vector: [1.5967684433258111, -0.35921388007837685] User Vector: [1.9979564313874645, -0.8013660325371382] Predicted: 3.478135582690035 Movie Vector: [2.0695903655473247, -0.43572686160326884] User Vector: [2.3051642984979908, -0.06572939083559426] Predicted: 4.799385884358987 Movie Vector: [1.677326325643261, 0.2305520376186843] User Vector: [2.050297683812258, -0.4948855538153248] Predicted: 3.3249214076435285 Movie Vector: [1.4111356009036826, -0.3746595905914406] User Vector: [1.8212237923882408, -0.2656433106312728] Predicted: 2.669519544656332 Movie Vector: [2.1719848989883173, -0.07411338443144046] User Vector: [1.763685056167043, -0.16644734483515666] Predicted: 3.84303328462154 Movie Vector: [1.748273385647845, -0.16481764069556892] User Vector: [2.176955709615314, -0.5048925132928211] Predicted: 3.8891289217003506 Movie Vector: [2.1238517643039136, -0.2082644619202979] User Vector: [1.9386991489039256, -0.05717651167780989] Predicted: 4.129417443293156 Movie Vector: [1.9702207890429808, -0.21065891184400928] User Vector: [1.625410900681335, -0.3793440487839609] Predicted: 3.282330551790772 Movie Vector: [2.502856713537211, -0.34487876413929464] User Vector: [1.9654969126385753, -0.30731861021057033] Predicted: 5.025344805720547 Movie Vector: [1.326661536703508, -1.596320319645893] User Vector: [2.208563944797563, -0.21362092193568719] Predicted: 3.2710242553005235 Movie Vector: [1.7717001449660486, -0.4223367912689018] User Vector: [2.1479781508864795, 0.06687007450308602] Predicted: 3.7773315086119346 Movie Vector: [1.8364106563870632, 0.011361943197554186] User Vector: [1.695871642495927, -0.38465000062650617] Predicted: 3.109946384686095 Movie Vector: [1.6401707027804728, -0.5247685905205832] User Vector: [1.4289532491669659, -0.24755575076643208] Predicted: 2.4736367373315877 Movie Vector: [1.9029053883342597, -0.631883924095366] User Vector: [1.932983019999841, -0.18431864969870626] Predicted: 3.7947517959719055 Movie Vector: [2.105808005378207, -0.11074042883749532] User Vector: [1.4883900718025391, -0.0487884559523639] Predicted: 3.1396665828617154 Movie Vector: [1.881122513550643, -0.332422136423644] User Vector: [1.5432165141388035, -0.8587464711797091] Predicted: 3.1884456646254717 Movie Vector: [1.734938595526086, -1.2722963922909791] User Vector: [1.9181567704556974, 0.04952458931960926] Predicted: 3.2648742570122296 Movie Vector: [1.667881745570358, -0.35328840698792446] User Vector: [1.8952817837914915, 0.059782458871361605] Predicted: 3.13998544023737 Movie Vector: [1.309089085428371, 0.7340016590178209] User Vector: [2.094059509610603, -0.7043757597029562] Predicted: 2.2242974720748196 Movie Vector: [2.0299114613618463, -0.40863327440823555] User Vector: [2.026969019204472, -0.11422030425235086] Predicted: 4.161241860839081 Movie Vector: [1.5753240778781485, 0.09685763102995998] User Vector: [1.4077850035533543, 0.15394513231304963] Predicted: 2.23262837339781 Movie Vector: [1.9185470689808344, -0.05357158625191766] User Vector: [1.8313318596221269, -0.7022909367626986] Predicted: 3.5511192111019754 Movie Vector: [1.745371622382293, -0.292717358793949] User Vector: [2.091413081954029, -0.6767205356254692] Predicted: 3.848380891751569 Movie Vector: [1.7350707419791667, -0.4107518399181681] User Vector: [0.8469469215377136, -0.09133702481173019] Predicted: 1.5070296745634812 Movie Vector: [0.8907372502500299, 0.9908234744801196] User Vector: [2.1089730197583654, -1.2319474387437688] Predicted: 0.657898386838083 Movie Vector: [1.8475237738872483, -0.09789155732187813] User Vector: [1.956252428748808, -0.7310367492257369] Predicted: 3.6857851956793235 Movie Vector: [1.4433096414522155, -0.5577232881301177] User Vector: [2.0731581956093987, -0.6322498828704428] Predicted: 3.3448296955731087 Movie Vector: [1.3561116747327604, -0.2656637579142513] User Vector: [1.1475363093536115, -0.24258391027837173] Predicted: 1.620633139508263 Movie Vector: [2.4076574070253534, -0.23847230126350488] User Vector: [1.966417538399968, 0.1929639502374633] Predicted: 4.6884431943592215 Movie Vector: [1.5034034436567203, -0.6073615450895004] User Vector: [1.51289480498216, -0.8113742662139743] Predicted: 2.767288787674121 Movie Vector: [1.6107951644501213, -0.1494925731646866] User Vector: [2.1826123926190357, 0.3153442538582136] Predicted: 3.46859986395769 Movie Vector: [1.2009148327718984, -1.4857374166382926] User Vector: [1.6658382225639734, -0.34868418429132714] Predicted: 2.518582969667077 Movie Vector: [1.8564599272080808, -0.4549212985678839] User Vector: [1.9546355896709906, -0.5073836870277113] Predicted: 3.8595222902937385 Movie Vector: [1.9485107801770065, -0.06506226321157517] User Vector: [1.9610445759870174, -0.5046508602310849] Predicted: 3.853950223816653 Movie Vector: [1.829848260006129, -0.32002597108050457] User Vector: [2.2490126256896326, -0.5447826903984254] Predicted: 4.289696449372596 Movie Vector: [2.13826267294499, -0.1475739339388925] User Vector: [1.6681930234599023, -0.19418621112692674] Predicted: 3.595691696424244 Movie Vector: [1.8613740065090527, 0.17844199674830796] User Vector: [1.8420855017619306, -0.26718480197875444] Predicted: 3.3811330811809532 Movie Vector: [2.3561798813463293, -0.21772441458459607] User Vector: [2.059464744805963, 0.020378290306090306] Predicted: 4.848032546726733 Movie Vector: [1.2975984307225497, -2.0719933264462123] User Vector: [1.5870793915701815, -0.24135573088381682] Predicted: 2.5594791916243826 Movie Vector: [2.0320957372088824, -0.38022904389475415] User Vector: [1.5606174453170445, -0.19910153671779302] Predicted: 3.247028244986765 Movie Vector: [1.5943079570460366, -0.3904101160264696] User Vector: [1.8068690295048655, -0.2140755741915666] Predicted: 2.9642829408382196
avg loss: 1.026582284227341: 92%|██████████████████████████████████████████▏ | 64157/70000 [01:42<00:07, 749.99it/s]
Movie Vector: [1.9581355879341262, -0.35579638100724575] User Vector: [2.35280336462063, -0.46522719965513787] Predicted: 4.772634153658242 Movie Vector: [1.8712733653783296, -0.6688512762295855] User Vector: [2.1948610285135337, -0.42557019925246814] Predicted: 4.391828154259555 Movie Vector: [2.1316403717119026, -0.54229069956607] User Vector: [1.8162563599111325, -0.7972476356150237] Predicted: 4.30394536021014 Movie Vector: [1.6172677221977645, -0.48365304324118713] User Vector: [1.2576770598532605, -2.1171981608664936] Predicted: 3.057989847496988 Movie Vector: [2.103155918075483, -0.7047289818200689] User Vector: [1.8161605375468615, -0.2692441469385764] Predicted: 4.009412936249868 Movie Vector: [2.1911055489898033, -0.02420838444957193] User Vector: [1.4776697255509512, -0.04822469337849427] Predicted: 3.238897777146198 Movie Vector: [1.6303500012804046, -0.20020149843323232] User Vector: [1.6854860885283687, -0.6006392198360994] Predicted: 2.868181118419285 Movie Vector: [2.16075468067867, -0.4927980549000229] User Vector: [2.070494401313941, 0.11011013354568484] Predicted: 4.4195684093219825 Movie Vector: [2.227234066067478, -0.616618212625093] User Vector: [2.1376793910458827, 1.1931556059785615] Predicted: 4.0253908849256606 Movie Vector: [1.8182436397201946, -0.8968151269430843] User Vector: [1.9003942831331515, -0.5026257006283451] Predicted: 3.9061421497813376 Movie Vector: [1.7112131705379492, -0.6967365963655061] User Vector: [1.8071361741763092, -0.3018279074875521] Predicted: 3.3026897711570617 Movie Vector: [2.080798546707911, -0.4719132984824542] User Vector: [1.8522680370124234, -0.04949290588644171] Predicted: 3.877552999997318 Movie Vector: [1.6296881058246557, -0.2836687500961981] User Vector: [1.9154283047573275, -0.281968104174304] Predicted: 3.2015362655010198 Movie Vector: [2.383066409953929, -0.14375804742260853] User Vector: [1.5344895433436463, -0.445613680474529] Predicted: 3.7208510397776076 Movie Vector: [1.5878858226412738, 0.001141056487268247] User Vector: [1.6222840054631127, -0.2758036461093992] Predicted: 2.57568706503297 Movie Vector: [1.8060999560673823, -0.31427337335634425] User Vector: [1.9528610524666674, -0.006676980272449014] Predicted: 3.5291606581798063 Movie Vector: [2.051338777271004, -0.11161893399965357] User Vector: [1.43574085803708, -0.8791842127304855] Predicted: 3.043324500818107 Movie Vector: [1.1356757001138376, -1.1170410644749933] User Vector: [1.8792464784244465, -0.5600401395412906] Predicted: 2.759802393693074 Movie Vector: [1.49281864441211, -0.5728220207732505] User Vector: [1.8681131888618792, 1.1761955411383744] Predicted: 2.115003491505804 Movie Vector: [1.8412811965400118, -0.05518032752006992] User Vector: [2.4344012124795107, -0.5510897527988559] Predicted: 4.512826490425124 Movie Vector: [1.9700712336810389, 0.16267603632475094] User Vector: [2.0116988754559135, -0.053475075311113666] Predicted: 3.9544909720704102 Movie Vector: [1.9080360162189742, -0.16316037272339629] User Vector: [1.5767239652585938, -0.19082096841394164] Predicted: 3.03958053367885 Movie Vector: [1.882664121405929, 0.14814395310529224] User Vector: [1.6723459090586426, -0.4722217295636927] Predicted: 3.078508847804905 Movie Vector: [1.771140860348342, -0.5948535522568469] User Vector: [2.40991084623367, 0.15626571423874228] Predicted: 4.175336354350233 Movie Vector: [2.2293852413851205, -0.46520862619380726] User Vector: [1.6477499104000426, -0.4208992019383835] Predicted: 3.8692752712393346 Movie Vector: [1.6101569101747093, -0.12506115993930142] User Vector: [1.8638977371577337, -0.08503933565564262] Predicted: 3.011802939301091 Movie Vector: [1.8396151410370056, -0.3143879643194786] User Vector: [1.756842398858053, -0.4432092084791678] Predicted: 3.3712535181764616 Movie Vector: [1.7085911585131555, -0.48084409758999763] User Vector: [2.0734649830957848, -0.6938599673963649] Predicted: 3.8763424074806174 Movie Vector: [1.750294618001079, 0.13579979494070368] User Vector: [1.9891103551724063, -0.29575646045279314] Predicted: 3.4413654825866002 Movie Vector: [1.620004604146754, -0.18047219937061965] User Vector: [1.6322826329437945, 0.09190723873470176] Predicted: 2.6277186791252007 Movie Vector: [1.4944941195275925, -0.8317269032417544] User Vector: [2.418800012389291, -0.7649192051037607] Predicted: 4.251086276520159 Movie Vector: [2.1226834057908284, 0.10170237151489389] User Vector: [1.809781354419374, 0.05887572393933973] Predicted: 3.847580649884942 Movie Vector: [1.792732602283937, 0.2349248120553251] User Vector: [1.8545350174590172, -0.20248908985765815] Predicted: 3.277115676497926 Movie Vector: [1.9850491139477975, -0.3696692120486807] User Vector: [1.9290141422608678, 0.5619989681906773] Predicted: 3.621434098144487 Movie Vector: [1.9801607344261256, -0.06554098098978349] User Vector: [2.008448526810505, 0.07167813330514265] Predicted: 3.972353054733824 Movie Vector: [2.2094590258058995, 0.4954580359052068] User Vector: [2.0622611489219915, -0.4711058856451316] Predicted: 4.3230683122494185 Movie Vector: [1.8560282659918594, -0.5791359067686823] User Vector: [2.073469330502164, -0.0996426536837717] Predicted: 3.9061243246732222 Movie Vector: [2.0297061910822185, -0.12931673566275592] User Vector: [1.8886203631001635, -0.26392857931689023] Predicted: 3.8674748259137184 Movie Vector: [1.5619479747472944, -0.3452476392147198] User Vector: [2.0432818302316473, -0.42935225312369457] Predicted: 3.3397327683507427 Movie Vector: [1.903536529913392, -0.3642126058371654] User Vector: [1.896022745991211, -0.9286462957123873] Predicted: 3.9473732458034094 Movie Vector: [2.2305147820489686, -0.1757554205709889] User Vector: [2.2683470238096453, -0.16111530764996426] Predicted: 5.087898456080641 Movie Vector: [1.5636218088308396, -0.9839282442363485] User Vector: [1.602057657979042, -0.18488780454105092] Predicted: 2.6869286259232776 Movie Vector: [2.0667714511103674, 0.09988344637201009] User Vector: [1.791014768223091, -0.20755798591511526] Predicted: 3.680886584525301 Movie Vector: [2.1633025959558005, -0.2358152896802124] User Vector: [1.747805245328209, 0.34359876220000424] Predicted: 3.7000057828017225 Movie Vector: [2.3675876966173703, -0.21761153488032445] User Vector: [2.141151506620171, 0.09116925950366421] Predicted: 5.049524481173168 Movie Vector: [1.9874048938676032, -0.4150523634085033] User Vector: [2.0502911225193823, -0.5129130579134004] Predicted: 4.287644387658362 Movie Vector: [2.0944491757681543, 0.056444687943854197] User Vector: [1.9241320664820805, -0.4778508261708992] Predicted: 4.00302467994554 Movie Vector: [1.2955398205523765, -1.1496494843449847] User Vector: [2.061920511599421, -0.7503208789026999] Predicted: 3.5339061411145427 Movie Vector: [1.8940144856466679, -0.9168553758845865] User Vector: [1.8314524696315824, -0.40406933148081897] Predicted: 3.839270646053861 Movie Vector: [1.291456380931991, -0.4092334160141454] User Vector: [1.9928608004324797, -0.405246449072293] Predicted: 2.739533185709218 Movie Vector: [1.917694337121872, -0.296478066700975] User Vector: [2.024360031836856, -0.5033567074510559] Predicted: 4.031337992835448 Movie Vector: [2.262702996362412, -0.4081232582595414] User Vector: [1.92446176190152, -0.8741242158921859] Predicted: 4.711235818152942 Movie Vector: [1.4249470686862242, -0.49992116532508196] User Vector: [1.8506300071893926, -0.3195368321838825] Predicted: 2.7967930294769427 Movie Vector: [2.028172105659761, -0.6920521647343936] User Vector: [1.7295873302387403, -0.6231315428273236] Predicted: 3.939140310620682 Movie Vector: [1.3098513332501485, -1.1060464236473146] User Vector: [1.5367507850879947, -1.7049324986667207] Predicted: 3.8986495574311286 Movie Vector: [1.6966910250562, -0.4556085082419894] User Vector: [1.8248073821691106, 0.02357635487596478] Predicted: 3.0853927199078073 Movie Vector: [1.7891337080986522, -0.4217940559226179] User Vector: [1.8764334868238763, -1.3001007329028038] Predicted: 3.9055651635207274 Movie Vector: [2.031045530201722, -0.43536054658861945] User Vector: [1.6394050441059955, -0.279979840458915] Predicted: 3.4515984633976267 Movie Vector: [1.7271966726359216, -0.37888052567262126] User Vector: [2.032827744966055, -0.2885446246412738] Predicted: 3.6204172562114487 Movie Vector: [1.7240762719937095, -0.06450099076639824] User Vector: [1.8449812191595736, -0.3052705035613815] Predicted: 3.200578592158513 Movie Vector: [1.5479762825019292, -0.5036312195528487] User Vector: [2.1672466139814883, -1.996461884660656] Predicted: 4.360326890538383 Movie Vector: [1.4575777186571877, 0.5848275915717467] User Vector: [1.5339282273717874, 0.15526526271676228] Predicted: 2.3266230158858323 Movie Vector: [2.359717637896162, -0.06921271184717528] User Vector: [1.5868089499946667, -0.07957459645768321] Predicted: 3.749928640888885 Movie Vector: [1.3236742244230324, -0.3251572783187525] User Vector: [2.037449399776937, 0.11764662652529927] Predicted: 2.6586655971665607 Movie Vector: [1.737062680280757, 0.47129338711087515] User Vector: [1.7835187975392317, -0.05381489643530794] Predicted: 3.072721337966593 Movie Vector: [1.974952054285154, -0.6505241801757261] User Vector: [2.648222189473651, 0.24321524401003494] Predicted: 5.071894456088648 Movie Vector: [1.3469750062766785, 0.1333937835137059] User Vector: [2.050772359282373, -0.1335562431312351] Predicted: 2.7445235389332616 Movie Vector: [2.132725608868791, -0.531231448581702] User Vector: [2.186556615519266, -0.1518463241171331] Predicted: 4.743990831881962 Movie Vector: [1.6831891293165937, -0.2542678294632478] User Vector: [2.248372384812401, -0.12631134718608247] Predicted: 3.816552868857442 Movie Vector: [1.3529993606758774, -0.6584886328878541] User Vector: [1.8673686692034202, -0.03575814560791524] Predicted: 2.5500949479943524 Movie Vector: [2.08824288291952, -0.21791710862515595] User Vector: [1.9132052773643995, -0.35772036488463577] Predicted: 4.073190691632269 Movie Vector: [1.9912044677933025, -0.884497234733344] User Vector: [1.6060764601614086, -1.119939895859578] Predicted: 4.188610364046395 Movie Vector: [1.746453009029761, 1.0194187037909448] User Vector: [2.5423144909377857, -0.48916189101457686] Predicted: 3.941372011716254 Movie Vector: [2.0566478183597163, -0.2603696733281854] User Vector: [1.9956009655603013, -0.28135503800596506] Predicted: 4.17750469147099 Movie Vector: [1.8016937435204652, -0.12318255357529148] User Vector: [1.8774991157637202, -0.1630437010084379] Predicted: 3.4027625497712863 Movie Vector: [1.3233200298759864, -0.9324355009227108] User Vector: [1.958113461291338, -0.5281667287091747] Predicted: 3.0836921723512734 Movie Vector: [1.9232543943988838, -0.43481234569596344] User Vector: [1.8586136511884264, -0.3396389068816863] Predicted: 3.722266061928734 Movie Vector: [1.5305147892912554, -0.33253236099548694] User Vector: [1.9257631087623812, -0.16631936511050885] Predicted: 3.0027154897917967 Movie Vector: [2.034786860697156, -0.24929221799288495] User Vector: [2.045916252723898, -0.5619396326301546] Predicted: 4.303090686525828 Movie Vector: [2.0328239018151466, -0.5685374674954708] User Vector: [2.107625811955337, -0.6455688490647807] Predicted: 4.65146220516662 Movie Vector: [2.205123332356602, -0.6624730410886729] User Vector: [1.6052044670889052, -0.5332873109004105] Predicted: 3.892962290206986 Movie Vector: [2.1721857010282317, -0.28152721955804866] User Vector: [1.5717637282752837, -0.19378700034946447] Predicted: 3.4687190113492736 Movie Vector: [1.6962366687134613, 0.07460342362529876] User Vector: [1.6263506783926018, -0.4753231906049033] Predicted: 2.723214919528919 Movie Vector: [1.7749568502693558, -0.6688919298830144] User Vector: [1.8875746358548322, 0.09708216915393622] Predicted: 3.2854260508226134 Movie Vector: [1.8518554171731803, -0.6069057724926935] User Vector: [1.5927445033100065, -1.3391086499888547] Predicted: 3.762245306300575 Movie Vector: [1.5332579479118953, 0.03444415500001979] User Vector: [2.0755238278079244, -0.1089769087894143] Predicted: 3.1785597875292546 Movie Vector: [1.8158412145998752, -0.3083903727737079] User Vector: [2.0346586288150905, -0.00462834041779909] Predicted: 3.696044331470479 Movie Vector: [1.8773131692854783, 0.010686482577155255] User Vector: [2.1637875411209153, -0.4482105303380249] Predicted: 4.0573170524587825 Movie Vector: [1.245736013508233, 0.02803612951640283] User Vector: [2.0915710064190924, -0.48921244865932617] Predicted: 2.5918297039342737 Movie Vector: [1.7732054422712376, 0.11187902814195917] User Vector: [1.420244782828765, -0.5415350251444151] Predicted: 2.4577993659513093 Movie Vector: [1.7666514514448903, -0.13123984746025608] User Vector: [2.432937126920645, -0.24586219033243936] Predicted: 4.330418822903993 Movie Vector: [2.0694188209817552, -0.7047035191362736] User Vector: [1.7682825712433043, -0.684073137550125] Predicted: 4.14138598112307 Movie Vector: [1.3813975251762107, -0.2792013085115601] User Vector: [2.0023115831841247, -0.5593095339237271] Predicted: 2.9221482193767057 Movie Vector: [1.4355657101800918, -0.7703698003729362] User Vector: [2.2411503127413854, -0.31100730886916617] Predicted: 3.4569091787789854 Movie Vector: [2.077577730700308, -0.5968754518341784] User Vector: [1.8376611767314706, -0.548297032875503] Predicted: 4.145148976586731 Movie Vector: [1.5162363071004066, -0.6142438842486779] User Vector: [1.4006372452598717, -0.2384961148185938] Predicted: 2.270191824284506 Movie Vector: [1.9050969446704982, -0.217552707415189] User Vector: [1.8073381876419332, -0.15129952793470325] Predicted: 3.476070081195797 Movie Vector: [2.2972878976141984, -0.1300724286402604] User Vector: [1.6625313798642996, -0.23678701148726483] Predicted: 3.8501126800207066 Movie Vector: [2.009718679634341, 0.27469237662853097] User Vector: [0.8069060635560364, -0.39274525515891096] Predicted: 1.5137700610896014 Movie Vector: [1.9216214496506463, -0.835976009234248] User Vector: [1.750832112965229, -0.20035339524156004] Predicted: 3.5319271748017185 Movie Vector: [2.3295053742747776, 0.1107505595165236] User Vector: [1.938936093118568, -0.08743943260113957] Predicted: 4.5070780832106605 Movie Vector: [1.5766669869366938, -0.25568901710040776] User Vector: [2.1563168919908597, -0.46905963904632236] Predicted: 3.519727055045151 Movie Vector: [1.9830228832035672, -0.3891261582181424] User Vector: [2.1984538175508974, 0.8381486224614393] Predicted: 4.033438674395422 Movie Vector: [1.0601461296264822, -1.7972159947897606] User Vector: [1.6306736032515619, -0.1718036440730759] Predicted: 2.037520566262512 Movie Vector: [2.0196654908107545, -0.6192429658673827] User Vector: [2.035144845625982, -0.11204478990387967] Predicted: 4.179694761522242 Movie Vector: [2.0118283534108636, 0.5134972190399815] User Vector: [1.8892046654473353, -0.12038694237022178] Predicted: 3.7389371512271987 Movie Vector: [2.0406414452124237, -0.4283703366675801] User Vector: [2.5147937379807663, -0.27287884056871353] Predicted: 5.248685528688103 Movie Vector: [1.6337646425626058, -0.2891443303331283] User Vector: [1.9101950800988692, -0.3800649363236141] Predicted: 3.2307028037589713 Movie Vector: [1.4600619582438834, -0.6468362878127312] User Vector: [2.032248609336081, -0.6850860297003114] Predicted: 3.4103473884693596 Movie Vector: [1.2589069012776852, -0.3824213024566293] User Vector: [1.8010587615684146, 0.04395425748451583] Predicted: 2.250556260149376 Movie Vector: [1.8827971302969777, -0.1134951239292674] User Vector: [1.9445157687177013, -0.059405315005534254] Predicted: 3.66787092274752 Movie Vector: [2.2708381154657897, -0.35638953583626726] User Vector: [2.119488154315394, -0.30405089175309646] Predicted: 4.921375042280124 Movie Vector: [1.203349147039565, 0.15490849016706265] User Vector: [1.937792413464062, -0.3556273785314163] Predicted: 2.276751147611347 Movie Vector: [1.664276864775172, -0.9380968828527845] User Vector: [1.8082159734660381, -0.8463840014297329] Predicted: 3.803362204594143 Movie Vector: [1.9261816455286367, -0.41595036879597336] User Vector: [1.5750534728641366, -1.717228438802264] Predicted: 3.748120892583772 Movie Vector: [2.098230839327742, -0.11049205427554386] User Vector: [1.9014065166262788, 0.06180818689019947] Predicted: 3.9827604777434504 Movie Vector: [2.1163292695648255, -0.2727981012719196] User Vector: [1.9486703358819415, -0.58648028240262] Predicted: 4.284018776032527 Movie Vector: [1.5735151297793757, -0.15487879966867332] User Vector: [1.6442727163989452, 0.4752984978337884] Predicted: 2.513674335908352 Movie Vector: [1.8158471988283205, -0.508402559940316] User Vector: [2.3085641690249346, -0.34491208717638766] Predicted: 4.367353967714189 Movie Vector: [1.579757608936425, -1.1436522152611706] User Vector: [1.6434636983464062, -0.47457053037731245] Predicted: 3.1390179208372144 Movie Vector: [1.7421689265533227, -0.13452238246941517] User Vector: [1.705166760954636, -1.4201844752200863] Predicted: 3.1617351446794264 Movie Vector: [2.2139051122297557, -0.023082822085108014] User Vector: [1.7047210136973043, -0.2757444067852014] Predicted: 3.78045552623274 Movie Vector: [1.9988354941382172, -0.2504812566402238] User Vector: [2.0299233164239916, -0.4734915165245135] Predicted: 4.176083525314583 Movie Vector: [1.744851392471913, -0.9624223172243191] User Vector: [2.0655446119292504, -0.109201088718807] Predicted: 3.7091659571857827 Movie Vector: [2.190738067530833, -0.13789358654238462] User Vector: [1.7775311793722497, 0.048602044314928435] Predicted: 3.8874033106698875 Movie Vector: [2.316119180205379, 0.05412282287642848] User Vector: [2.193414444754215, -0.09207668956457715] Predicted: 5.075225815274417 Movie Vector: [1.3256384077996448, -0.7710812776234417] User Vector: [1.852228604724488, -0.7921046693495831] Predicted: 3.0661624589014984 Movie Vector: [1.1568054514700268, 0.02942079925284698] User Vector: [1.7556260568201578, -0.1864116624432756] Predicted: 2.0254334131732525 Movie Vector: [2.0889751224756674, -0.3829973612057611] User Vector: [1.8591716206207238, -1.1140222405942772] Predicted: 4.310430842361599 Movie Vector: [2.0853027038814176, -0.3115642781835381] User Vector: [1.923335827584931, -0.5374913198137856] Predicted: 4.1782004968225595 Movie Vector: [1.7497044363812002, -0.2372147660479943] User Vector: [1.690459869720068, -0.22339658344406035] Predicted: 3.0107981018511927 Movie Vector: [2.038718959615578, 0.1203798197632483] User Vector: [1.9070485515357527, -0.023566498329556183] Predicted: 3.8850991081020014 Movie Vector: [2.319690268551685, -0.2334551990564574] User Vector: [1.7967192014499875, -0.18536654880097206] Predicted: 4.21110683147223
avg loss: 1.0271155913380998: 92%|█████████████████████████████████████████▎ | 64316/70000 [01:43<00:07, 763.03it/s]
Movie Vector: [1.977215241876139, -0.11637961463426515] User Vector: [1.7504593639825308, -0.25512605928699816] Predicted: 3.490726407214052 Movie Vector: [2.003438562650967, -0.5289314646181837] User Vector: [1.777292143489041, -0.6767831913610446] Predicted: 3.9186675419981065 Movie Vector: [2.3112540983686123, -0.12434548596659202] User Vector: [1.7667037594231134, -0.6655997962977518] Predicted: 4.166065634699814 Movie Vector: [2.047582692492712, -0.4327475307163374] User Vector: [1.832242360632228, -0.1292165150754699] Predicted: 3.8075858739092197 Movie Vector: [2.354526644464807, -0.5131505071214834] User Vector: [1.9519208992198782, -0.25665535031159703] Predicted: 4.727552588268747 Movie Vector: [1.3138501908917222, -0.7760691690722644] User Vector: [2.1511999416122567, -0.6723722553754978] Predicted: 3.348161831470032 Movie Vector: [2.262824332410863, -0.13592257197968413] User Vector: [1.4329145369337561, 0.28562765545722063] Predicted: 3.203610634880675 Movie Vector: [0.7485122766713188, -0.6010407295795726] User Vector: [2.1787894591077057, -0.6568679741812256] Predicted: 2.0256550648635194 Movie Vector: [2.1724326831220773, -0.08290127476329043] User Vector: [2.040331672627223, -0.7616481947336424] Predicted: 4.495624816289092 Movie Vector: [1.8481199719631498, -0.0554574187169039] User Vector: [1.6182757306986888, -0.1388054831187263] Predicted: 2.9984654918450238 Movie Vector: [1.6167323261858864, -0.7035240239441929] User Vector: [2.263191136689293, -0.7982802205990218] Predicted: 4.220583584053843 Movie Vector: [2.3000334649741205, -0.3541177611819753] User Vector: [2.4595965712172583, -0.787623607278077] Predicted: 5.936065932598681 Movie Vector: [2.2267043480486493, -0.34334682821810697] User Vector: [1.7257457277169113, -0.12461649743414245] Predicted: 3.885512194671289 Movie Vector: [2.2195311068193724, 0.026124866959127316] User Vector: [1.9650630804976648, -0.35968394825377714] Predicted: 4.352121938731404 Movie Vector: [1.9125468791859037, -0.3086103540175858] User Vector: [1.4685110559086338, -1.069844952660431] Predicted: 3.1387614666125168 Movie Vector: [1.8624264419556398, -0.13648964850858966] User Vector: [1.8269099644459685, -0.5249352690017701] Predicted: 3.4741336552122233 Movie Vector: [1.5024421424023273, -0.6118950571710078] User Vector: [1.482587194135993, -0.4325496683823836] Predicted: 2.4921764843200758 Movie Vector: [2.3027630844851235, -0.5063441889836577] User Vector: [1.8437202917725968, -0.1554541854061928] Predicted: 4.32436434944369 Movie Vector: [1.1717458612547784, -0.6814276922219485] User Vector: [2.2210373332176463, -0.8412089333938075] Predicted: 3.1757143650491564 Movie Vector: [2.0804261286382446, -0.07939611571121048] User Vector: [2.187862254871764, -0.08982723720552721] Predicted: 4.558817734615793 Movie Vector: [2.0902400632527782, -0.08874342302553853] User Vector: [2.0725161286179614, 0.019172268252136356] Predicted: 4.3303548310629525 Movie Vector: [2.2161130058257985, -0.32724435619665204] User Vector: [1.6793600192088693, -1.5613103131709838] Predicted: 4.232581568289469 Movie Vector: [2.0759351948455085, -0.7887275165860081] User Vector: [1.9270170790007282, 0.4480958598464772] Predicted: 3.646937040636815 Movie Vector: [1.8918747281192443, -0.3426944130646805] User Vector: [1.9996703813829662, -0.15455912333661623] Predicted: 3.836092407162638 Movie Vector: [1.7188056742088955, 0.9976583377034319] User Vector: [2.1264484319337305, -0.4642158532262437] Predicted: 3.1918228142550293 Movie Vector: [1.339911614786549, 0.645088890294757] User Vector: [2.0925333358917317, -0.07054366228014756] Predicted: 2.758302788271746 Movie Vector: [1.982776646335131, -0.5532079204118212] User Vector: [2.0136172559121595, -0.22176628439978033] Predicted: 4.11523613469032 Movie Vector: [2.364342246557649, 0.10917953489285313] User Vector: [1.7149420331496912, -0.7714732048692764] Predicted: 3.970480813683357 Movie Vector: [2.0358066302766615, -0.10138293439470156] User Vector: [1.761953050864738, -0.06883398802320935] Predicted: 3.5939742948785085 Movie Vector: [1.3666904784167, -0.3681768345851773] User Vector: [2.062083577054836, -0.12191245942236259] Predicted: 2.863115333866913 Movie Vector: [1.7292507650658573, -0.48011430734847244] User Vector: [1.9638815803313865, -0.04595952613576506] Predicted: 3.4181095513435316 Movie Vector: [1.220963487703854, -0.6384834501531985] User Vector: [1.929189381436936, 0.3267988571011035] Predicted: 2.1468141338124473 Movie Vector: [2.045246818281639, -0.11440219713397887] User Vector: [2.161881479898676, -0.19469997649221138] Predicted: 4.443855323357412 Movie Vector: [1.4705523427627676, -0.2783715734310218] User Vector: [1.8053966587698071, -0.41755830405191513] Predicted: 2.7711666482681334 Movie Vector: [1.9071735664269032, -0.3659939771275595] User Vector: [1.0414041452416432, -1.027155661322774] Predicted: 2.3620712433888755 Movie Vector: [1.8364210452751268, -0.18526137008038168] User Vector: [1.682851239358126, -0.34658676039241954] Predicted: 3.154632570106613 Movie Vector: [2.3060909360396313, 0.10622469150949185] User Vector: [1.9234612005186684, -0.0648182136581202] Predicted: 4.428791145589979 Movie Vector: [1.7678061253936201, -0.25920839354268776] User Vector: [1.8769564177844595, -0.4823145649346612] Predicted: 3.4431150360151883 Movie Vector: [2.125165227183254, -0.3744635086344683] User Vector: [1.6542655351368096, 0.08945829340629499] Predicted: 3.482088725375072 Movie Vector: [1.615501169470389, -0.5204947734148133] User Vector: [1.6801197169009414, -0.07973598613447114] Predicted: 2.755737531539798 Movie Vector: [2.0702382732150792, -0.4527941646968833] User Vector: [1.9697130939118899, -0.2288713578480587] Predicted: 4.181407049569135 Movie Vector: [2.3312354296316036, 0.23438865919987398] User Vector: [1.8690792608069469, 0.3628472103146234] Predicted: 4.442311064702862 Movie Vector: [1.7792419925113552, -0.688162766703499] User Vector: [2.284249880384889, -0.33810455039922754] Predicted: 4.29690427140761 Movie Vector: [1.9507081608760795, -0.026623414218046194] User Vector: [2.131165893123465, -0.1471710776743855] Predicted: 4.161200896458543 Movie Vector: [1.247491236596493, -0.6564682633026355] User Vector: [1.9365757435085968, -0.3600192568631373] Predicted: 2.6522024853407618 Movie Vector: [1.6313340962059495, -1.1585455657763808] User Vector: [1.7150929593535096, -0.25304437973357763] Predicted: 3.091053066841116 Movie Vector: [1.9904500506955831, -0.3826191583422392] User Vector: [1.6933195913346983, -0.6016011476421388] Predicted: 3.6006521911845346 Movie Vector: [2.237236631895855, -0.46721417568843443] User Vector: [2.25962727791999, -0.12801154664166567] Predicted: 5.1151297298365055 Movie Vector: [1.5162148011876575, 0.5015421618779391] User Vector: [1.7142689845885657, -0.20523951941054874] Predicted: 2.496263735382164 Movie Vector: [1.9709965331120067, -0.24829390215347913] User Vector: [2.0062315713548213, -0.5601018227520053] Predicted: 4.093345338934578 Movie Vector: [2.1495186606129324, -0.335576635298975] User Vector: [2.119932324853643, 0.03388166883567508] Predicted: 4.545464195083272 Movie Vector: [2.015098396119631, -0.3913762015905837] User Vector: [2.398103980018469, -0.6522820955682197] Predicted: 5.087703172792356 Movie Vector: [1.7610194195635662, 0.096145928972058] User Vector: [2.1799524672725044, -0.2159570886651244] Predicted: 3.8181752336845802 Movie Vector: [1.9606278642346653, 0.04232295111958963] User Vector: [2.221317782118639, -0.09110401357163211] Predicted: 4.35132174822856 Movie Vector: [1.376231742492462, -0.6375990975061973] User Vector: [2.109397148844265, -0.22244604429815595] Predicted: 3.0448507108509015 Movie Vector: [1.9076821017800931, 0.12199911775584707] User Vector: [1.8583962394285711, -0.34742331323224535] Predicted: 3.5028439062711705 Movie Vector: [2.263088739110168, -0.3709179556671258] User Vector: [2.0399351716025094, -1.0343886923025254] Predicted: 5.000227654482451 Movie Vector: [1.6936311685850425, -0.7640156999129528] User Vector: [2.010443996474399, 0.07161208561667312] Predicted: 3.3502378574090708 Movie Vector: [1.7849354042753658, -0.5037841691151086] User Vector: [2.4635323020866067, -0.4862578099796581] Predicted: 4.642215012346714 Movie Vector: [1.3563266371212945, 0.020614850863998314] User Vector: [2.17989841653958, -0.15414592000242375] Predicted: 2.9534765934190195 Movie Vector: [1.9803433204523224, -0.3901477270183716] User Vector: [1.8151618577949153, 0.12122621516542435] Predicted: 3.5473475283221587 Movie Vector: [1.0987094961957244, -2.0350702357987847] User Vector: [1.9772766875647598, -0.49702424129339123] Predicted: 3.1839319131604817 Movie Vector: [1.8771295709780254, -0.5014961108411722] User Vector: [1.9245421623711032, -0.29405828143218715] Predicted: 3.760084088079671 Movie Vector: [1.8170629764430732, -0.5101255850035874] User Vector: [2.1686914869209533, -0.10902093562338135] Predicted: 3.9962633767738573 Movie Vector: [1.670712308652227, -0.344640580487328] User Vector: [2.026682002795983, -0.4530658233442857] Predicted: 3.54214743615154 Movie Vector: [1.9520398769167422, 0.47419189263489053] User Vector: [1.9354183429149565, -0.41899809515491826] Predicted: 3.5793282841341925 Movie Vector: [1.5742495311332396, -0.3552219849454723] User Vector: [1.8504313892122155, -0.09787359948964232] Predicted: 2.947807601146028 Movie Vector: [1.9590299348842437, 0.08458359097368855] User Vector: [1.7458245813091362, -0.07586857364182292] Predicted: 3.413705379440672 Movie Vector: [1.6178293741272973, -0.1325460746096692] User Vector: [1.729419945831891, -0.007221863041806734] Predicted: 2.798863618166033 Movie Vector: [2.0400049007013736, -0.25779896880038816] User Vector: [1.6674533084668253, -0.042147451475976136] Predicted: 3.4124784904911136 Movie Vector: [1.9639787011116165, -0.7148688629884219] User Vector: [1.6138078098440305, -0.5358719657153523] Predicted: 3.552562349059566 Movie Vector: [2.140565978895618, -0.16936657047852866] User Vector: [1.8808964391179814, -0.1654698504970557] Predicted: 4.0542079884981455 Movie Vector: [1.8874703543076186, -0.04935425544823589] User Vector: [1.6703624122701164, 0.24824827582880718] Predicted: 3.140507425289766 Movie Vector: [1.9011488277227966, -0.11135126047510013] User Vector: [1.8422840278249044, -0.16259828103113994] Predicted: 3.520561643375651 Movie Vector: [2.187768208531367, 0.14564530674838919] User Vector: [2.0056701511284603, 0.12545311985039034] Predicted: 4.4062130515623 Movie Vector: [1.8768468410927868, 0.11600139612384834] User Vector: [1.619021120522508, -0.5091858153286085] Predicted: 2.979588410250595 Movie Vector: [1.2111771694838855, 1.010950898666399] User Vector: [1.5734699874942395, -0.0833102008503101] Predicted: 1.8215284033034187 Movie Vector: [1.246965879625328, -0.6660946468080746] User Vector: [1.9060003746659249, 0.19894811560477443] Predicted: 2.2441991589646055 Movie Vector: [1.3649616285782222, -0.7920443985095617] User Vector: [1.8923470251852785, -0.24169263661948903] Predicted: 2.7744123763275255 Movie Vector: [2.1290100072886657, -0.4596231625961623] User Vector: [1.741280934270443, -0.008193614132287932] Predicted: 3.7109705094033054 Movie Vector: [1.0354068870536497, -0.8790328669317332] User Vector: [2.1144306430729842, -0.47119142203986275] Predicted: 2.603488796624386 Movie Vector: [1.7243794236427035, 0.39128703753649074] User Vector: [2.0647859936828836, 0.2568887662333519] Predicted: 3.66099172604827 Movie Vector: [1.311198490151341, -0.3864747863376749] User Vector: [2.047745249989286, -0.5341732623248824] Predicted: 2.89144497742484 Movie Vector: [1.5879415486210784, -1.0463588557649843] User Vector: [1.7224375592641448, -0.2759291246699125] Predicted: 3.02385104842286 Movie Vector: [1.944129357662683, -0.3925662891021202] User Vector: [1.6848242171905967, -0.38507766562413853] Predicted: 3.426684733351463 Movie Vector: [2.2039048643083703, -0.15214492216552603] User Vector: [2.0335633336048473, 0.07118924905022081] Predicted: 4.4709490400551 Movie Vector: [2.2311779991827434, 0.14836055564721906] User Vector: [1.6189210019576117, -1.0308957669419379] Predicted: 3.4591566531848343 Movie Vector: [1.8077567135543324, -0.6431787884163039] User Vector: [2.125277673438975, -0.4030425115992875] Predicted: 4.101213376617133 Movie Vector: [1.7778370142731765, -0.07339624059173923] User Vector: [1.9854948679964528, -0.43016426323793794] Predicted: 3.5614587077321085 Movie Vector: [2.001806081428073, -0.17783570689945252] User Vector: [1.5585515861338326, 0.3304501288245495] Predicted: 3.061152211087546 Movie Vector: [2.1916315103565833, -0.49098111384372994] User Vector: [1.5896816252547785, -0.23871627672862447] Predicted: 3.6012015247840865 Movie Vector: [1.0716686442634396, -0.499456910694943] User Vector: [1.998915794845828, -0.4184705829350879] Predicted: 2.351183404428675 Movie Vector: [2.0938108076870425, 0.0630930412994345] User Vector: [1.666958387977596, -0.4726456653371053] Predicted: 3.460474836228948 Movie Vector: [2.136849551018611, -0.1690396217149488] User Vector: [1.6035305354471137, -0.46594673766988] Predicted: 3.5052669649898287 Movie Vector: [1.7255923721789623, -0.46732863772388156] User Vector: [2.26499463763054, -0.33065714235515536] Predicted: 4.062983021612019 Movie Vector: [1.6791984092432424, -0.9339617020810489] User Vector: [1.9563752028777563, -0.11237240360063558] Predicted: 3.3900936498890424 Movie Vector: [1.8684351558795416, -0.3587490891947888] User Vector: [1.8331844992562574, -0.060646046689015756] Predicted: 3.4469430796367737 Movie Vector: [1.9459048145427331, -0.11181618054117672] User Vector: [1.712912945561551, 0.049555493885059324] Predicted: 3.327624441609738 Movie Vector: [2.014935005369666, -0.257165288569802] User Vector: [1.851265978785961, -0.04860283321556949] Predicted: 3.7426795865349622 Movie Vector: [1.2967250228398182, 0.9835963629914066] User Vector: [1.7940720829313923, -0.30249448744196317] Predicted: 2.028885685042625 Movie Vector: [2.3156077097022236, -0.13929969984597274] User Vector: [2.123535892010018, 0.01700616851796597] Predicted: 4.914907129197703 Movie Vector: [2.057994838247649, 0.06792766173058429] User Vector: [1.95446098947046, -0.21592004348681643] Predicted: 4.007603684211774 Movie Vector: [1.5594427128967137, 0.2914767388678203] User Vector: [1.8891895494370634, -0.5698200605407193] Predicted: 2.7799935831623817 Movie Vector: [2.0490714868155835, -0.11023054558476539] User Vector: [1.9728896910097158, -0.5383827229532612] Predicted: 4.101938233764965 Movie Vector: [2.1002226971861524, 0.4844889090340818] User Vector: [1.8316332128920847, -0.26687194879775394] Predicted: 3.717541147311129 Movie Vector: [1.8512397337789843, -0.4669792178316446] User Vector: [1.6827669716572757, -0.12349541443647541] Predicted: 3.1728748726622227 Movie Vector: [2.301632652844485, -0.6807835298037241] User Vector: [1.4585899641153661, -0.04801389102794036] Predicted: 3.3898253547328046 Movie Vector: [1.569122990404377, -1.4980457321221903] User Vector: [1.5217007784374088, -0.4158329405552916] Predicted: 3.0106724378370506 Movie Vector: [2.169031479215229, -0.033877496614333875] User Vector: [1.7034479862789715, -1.1893002838469156] Predicted: 3.7351228217843313 Movie Vector: [2.0847384703721503, -0.6933992421893999] User Vector: [1.7819911706383684, -0.6640928880210603] Predicted: 4.1754670525904825 Movie Vector: [1.8654599004704164, -0.6219481680153038] User Vector: [2.043224053883952, -0.2920818627110782] Predicted: 3.99321231962077 Movie Vector: [1.653314337606422, -0.37407310274316397] User Vector: [2.1026411459268752, -0.09419787020861706] Predicted: 3.511563642982835 Movie Vector: [1.9621823462548373, -0.24878504389665757] User Vector: [1.6067571499561468, -0.6290685480214437] Predicted: 3.3092533606962093 Movie Vector: [1.2465520040563807, -0.2166551888635579] User Vector: [0.8944270916063501, -0.7150427118902786] Predicted: 1.2698675973143148 Movie Vector: [1.7272945807480216, -0.13369140932482287] User Vector: [2.191337088335307, -1.1425215584816417] Predicted: 3.937829994611128 Movie Vector: [1.8379877630062689, -0.9044943232568209] User Vector: [1.7757681230114415, -0.803157721598489] Predicted: 3.9902916798973553 Movie Vector: [1.8399260611790704, -0.6627732246715143] User Vector: [1.3721574095940263, -2.1514341558000933] Predicted: 3.950581131060078 Movie Vector: [1.7778930227430931, -0.701255043500031] User Vector: [2.033529324017071, -0.4186438021651124] Predicted: 3.908973674411744 Movie Vector: [2.08760396892302, 0.09746919746940341] User Vector: [2.0567248771637, -0.2937867364126531] Predicted: 4.264991859124355 Movie Vector: [1.9495948726336683, 0.1891857971773385] User Vector: [1.9020284227227215, -0.528093703336064] Predicted: 3.608277032293755 Movie Vector: [2.2726833426671167, -0.5031523507277836] User Vector: [1.3857046041266068, -0.23244673884148842] Predicted: 3.2662238947227724 Movie Vector: [1.6349525234921598, -0.309644714780649] User Vector: [1.957347070330178, -0.5075284656510881] Predicted: 3.3573230389759026 Movie Vector: [1.998079272309144, 0.37477206472239255] User Vector: [1.9017719682907042, -0.19629902460081897] Predicted: 3.726323759747578 Movie Vector: [1.2747584036798858, -0.32798178100077124] User Vector: [1.9475657580203116, 0.04870773968617079] Predicted: 2.466700565544787 Movie Vector: [1.4887795215902289, -0.7750958447226847] User Vector: [2.1147783385422025, -0.7102157478826074] Predicted: 3.6989239581646625 Movie Vector: [1.5184065663737776, -0.9247266965293954] User Vector: [1.5097802671141862, -0.06315510616676366] Predicted: 2.3508614840622912 Movie Vector: [2.0118477067235316, -0.28664360086140145] User Vector: [1.9678796403511234, -0.22557319281437566] Predicted: 4.023733253794452 Movie Vector: [1.8121345993544724, -0.17792538446074763] User Vector: [1.8845712817438367, -0.39510591962920844] Predicted: 3.485396197250556 Movie Vector: [1.6304035781079182, -0.8940785428730812] User Vector: [1.86760077096917, -0.219206529304885] Predicted: 3.2409308337744185 Movie Vector: [1.9573253906067154, -0.13401158810103336] User Vector: [1.9846143558136515, -0.4049287012387245] Predicted: 3.938801207517341 Movie Vector: [1.5828265716529994, -0.9694805178236815] User Vector: [2.0800346940640324, -0.4226415804804476] Predicted: 3.7020769620226712 Movie Vector: [1.51653014857146, -0.6689254738329925] User Vector: [1.916720736492618, -0.16572529959539128] Predicted: 3.01762265784111 Movie Vector: [1.8435803460964628, -0.5901563627333388] User Vector: [1.7823229211854448, -0.3241876123852703] Predicted: 3.4771768900632174 Movie Vector: [1.799916080551223, -0.6416918728675286] User Vector: [1.9960940609180733, -0.19383650509995798] Predicted: 3.717185108526921 Movie Vector: [2.067938215937913, -0.3703919720655498] User Vector: [1.6930409103579793, -0.5104615354421218] Predicted: 3.6901748544515964 Movie Vector: [2.3566492726765524, -0.11722013228718939] User Vector: [1.9615055347933112, 0.11124037157399504] Predicted: 4.609540980850109 Movie Vector: [1.7273181844624472, -0.052971636947351804] User Vector: [1.6631765799373825, -0.23687967063068194] Predicted: 2.8853830544107586 Movie Vector: [1.409664334974201, 0.06070406004026412] User Vector: [2.1380105056116965, 0.1957014040584333] Predicted: 3.0257570273428946 Movie Vector: [1.7194181197372735, -0.4090638192055115] User Vector: [2.1287235098409987, -0.581454965343137] Predicted: 3.8980179635506116 Movie Vector: [1.7410731983430678, -0.08707810287691603] User Vector: [2.261033141490651, -0.3295842814499666] Predicted: 3.9653237771815166 Movie Vector: [1.96934800071827, -0.4273177412624715] User Vector: [1.6776731197318724, -0.5179556145651488] Predicted: 3.5252538274929406 Movie Vector: [1.4758447759488373, -0.6041351884194054] User Vector: [1.3471783572031617, -0.9822146169384265] Predicted: 2.5816165534220135 Movie Vector: [2.0948731444888518, -0.1559618115283207] User Vector: [2.1997704936708034, -0.3444212754013229] Predicted:
avg loss: 1.0271804960404696: 92%|█████████████████████████████████████████▍ | 64469/70000 [01:43<00:07, 704.27it/s]
4.661956697270435 Movie Vector: [1.5672237972370153, -0.9216898818486547] User Vector: [1.790922905289852, 0.001447094861944935] Predicted: 2.8054432234947795 Movie Vector: [2.1073698059308263, -0.3362502763956269] User Vector: [1.5337440728422567, -0.3034296980034024] Predicted: 3.334194268953427 Movie Vector: [2.1278339473465415, -0.29241089978235113] User Vector: [2.1284958018749207, 0.3956365091434687] Predicted: 4.413397196388665 Movie Vector: [2.1943098274208004, 0.030741354564091373] User Vector: [1.7385794631817655, -0.13757423586720272] Predicted: 3.8107527834480504 Movie Vector: [1.639536075728493, 0.250189482989492] User Vector: [2.46709771623447, -0.5520696160535017] Predicted: 3.9067736962991564 Movie Vector: [1.692293107134937, -0.3293116010504183] User Vector: [1.7867839786766817, -0.4285688380464955] Predicted: 3.1648949012710954 Movie Vector: [1.7709997020926718, -0.368537453887195] User Vector: [1.9623328605086874, -0.011158690538297659] Predicted: 3.479403306767245 Movie Vector: [1.8294498430675303, -0.8853509116422533] User Vector: [1.1120309314919095, -1.5339896695278423] Predicted: 3.3925239654703874 Movie Vector: [1.9318063389690816, -0.43726870045108296] User Vector: [2.102147360196347, -0.3200549915149959] Predicted: 4.200891626087069 Movie Vector: [2.03685953956435, 0.09377916535484246] User Vector: [1.6406811201543152, 0.07961796583934543] Predicted: 3.3493034973531044 Movie Vector: [1.9006527209279762, -0.08630173411822402] User Vector: [1.903570652694889, -0.24820535544895853] Predicted: 3.6394472931158597 Movie Vector: [1.265867590337139, -0.6211956618122043] User Vector: [1.88334148194608, -0.21370155403448537] Predicted: 2.5168114218218096 Movie Vector: [1.3793320305643257, -0.5288787210096929] User Vector: [1.8522738483605063, -0.504572838844958] Predicted: 2.8217584860848466 Movie Vector: [1.5189378558343467, 0.009116216009705943] User Vector: [1.967729356123717, -0.3639916851443764] Predicted: 2.9855403822253455 Movie Vector: [1.742383552748751, -1.206090492402969] User Vector: [2.0429308512065667, -1.0548098420610637] Predicted: 4.831765236348254 Movie Vector: [1.7852398560403064, 0.21954740423910865] User Vector: [0.7692702251789612, -0.39788939697088194] Predicted: 1.2859762817753615 Movie Vector: [1.849524805850177, -0.681499198950131] User Vector: [1.9171166188899882, -0.35461869810815433] Predicted: 3.7874271010380984 Movie Vector: [2.230154923034372, 0.05773149074132497] User Vector: [2.099616556980255, -0.9137231860380082] Predicted: 4.629719599379106 Movie Vector: [-0.4106309542176063, -2.0297963022677417] User Vector: [1.6453282957398478, -1.1883925286398875] Predicted: 1.7365720321949736 Movie Vector: [1.957882799433484, 0.17265966484203127] User Vector: [1.9015729977322442, -0.1727704419600007] Predicted: 3.693226577523705 Movie Vector: [2.2813388386678977, 0.2572190103861227] User Vector: [1.68000409255454, -0.2886823651737503] Predicted: 3.758403993179772 Movie Vector: [2.1349129551714765, -0.1706968690274109] User Vector: [1.9818350172453485, -0.36249432541328475] Predicted: 4.2929218997178324 Movie Vector: [1.4916556537811163, 0.31403255716811324] User Vector: [1.5324579770873776, 0.069502026785532] Predicted: 2.3077255049041865 Movie Vector: [2.1261060844593813, -0.10491065129082722] User Vector: [2.1882926881709373, 0.048074832011909534] Predicted: 4.647498836961139 Movie Vector: [1.645218039886164, -0.35897567364884975] User Vector: [2.2516090990302784, 1.3260269197448582] Predicted: 3.2283765017045267 Movie Vector: [1.9767096077545632, -0.3492514960453936] User Vector: [1.5436708848138427, -1.5320016201290372] Predicted: 3.586442926996544 Movie Vector: [2.242915928478734, -0.617359399518186] User Vector: [1.033729438193609, -1.6718871893119582] Predicted: 3.350723493917597 Movie Vector: [1.4813799817058015, -0.37351911081637773] User Vector: [2.2438148885748936, -0.2560370139694337] Predicted: 3.4195771763822242 Movie Vector: [2.092494870665272, -0.43010641129062843] User Vector: [2.0099585505911115, -0.5575587928974969] Predicted: 4.445637568858383 Movie Vector: [1.2703556838982022, -0.23568485371471495] User Vector: [1.5407923044946203, -0.8142248519508027] Predicted: 2.1492547268442608 Movie Vector: [1.9585425994255952, -0.44116519718789754] User Vector: [1.994088628508662, -0.3099973301089674] Predicted: 4.04226755922962 Movie Vector: [2.1156093462842285, -0.08084063591813948] User Vector: [1.9590405446957986, -0.3606717943888164] Predicted: 4.173721423324306 Movie Vector: [1.7272941494792577, -0.35141437452293284] User Vector: [1.7756523898047203, 0.12900998122905766] Predicted: 3.0217380225577313 Movie Vector: [2.0269203947609795, -0.38581434528013103] User Vector: [1.8626086346462523, -0.5275514791446761] Predicted: 3.9788963575501586 Movie Vector: [1.7806665353693485, 0.2760966300921141] User Vector: [0.8148806772471596, -0.083745824912534] Predicted: 1.4279088122504933 Movie Vector: [1.7492887697955042, -0.25638641764479125] User Vector: [2.25019216961959, -0.7926236963421152] Predicted: 4.139453842242857 Movie Vector: [1.638448421861352, -0.20308744869574194] User Vector: [1.9157465996023526, -0.16529561807437912] Predicted: 3.1724214581600374 Movie Vector: [1.682489655107838, -1.7242799961205704] User Vector: [1.552039788875004, -0.24139961293808665] Predicted: 3.0275314127583384 Movie Vector: [1.979337704645127, -0.40061338857288387] User Vector: [1.729756746670117, 0.25681214876838265] Predicted: 3.320890363403666 Movie Vector: [1.9737631876834103, -0.36148434431063925] User Vector: [1.95948775813285, -0.5378123225711415] Predicted: 4.061975538505725 Movie Vector: [1.7963493633616943, -0.39547198104724235] User Vector: [1.8627078994126776, -0.2772389110316696] Predicted: 3.4557143706078364 Movie Vector: [2.090597069004166, -0.2547165274108869] User Vector: [1.8726211883622683, 0.5320620922692995] Predicted: 3.7793713592354496 Movie Vector: [2.045315871213348, -0.5043984694617869] User Vector: [1.8066868089305965, -0.5326192898716631] Predicted: 3.9638975592346375 Movie Vector: [2.0922232180351603, 0.12652544020399017] User Vector: [1.796314444192257, -0.24096260721566892] Predicted: 3.7278028870803004 Movie Vector: [2.00162070081479, -0.130903683936317] User Vector: [2.111062580831039, 0.17254871655519335] Predicted: 4.202959299851345 Movie Vector: [1.3602300018714306, 0.9728889302940579] User Vector: [1.7273701483176347, -0.5250977563470501] Predicted: 1.8387589056064582 Movie Vector: [1.8415979932093587, 0.2295893999758139] User Vector: [1.5739712217540687, -0.19058557523876446] Predicted: 2.8548658154884623 Movie Vector: [1.4880097386483997, -0.3476604238507605] User Vector: [2.229217245399312, -0.3240837018130086] Predicted: 3.42976804785257 Movie Vector: [1.9188001994661115, -0.383464751206927] User Vector: [0.7506611786438395, -0.40017792299069227] Predicted: 1.5938229469913963 Movie Vector: [2.011667053712556, -0.36191434164341596] User Vector: [1.7771155034350319, -1.0643109267982527] Predicted: 3.9601540972781395 Movie Vector: [1.833026612000802, -0.13642398804002998] User Vector: [2.0232051018669623, 0.3273851897518362] Predicted: 3.663925600046748 Movie Vector: [1.5152989509065056, -0.668819020869866] User Vector: [2.0808728269606136, -0.4376612384972334] Predicted: 3.4458605726676845 Movie Vector: [2.3637225598502787, -0.2177761106498796] User Vector: [2.1390820200254703, 0.1687241791436819] Predicted: 5.0194523325978055 Movie Vector: [1.2577179530831264, -0.8649888892808031] User Vector: [1.9560072829686288, -0.3881727986036331] Predicted: 2.795870634064169 Movie Vector: [1.572162949594402, -0.504850007414987] User Vector: [2.4868101137747187, -0.4928277917235489] Predicted: 4.158474837859197 Movie Vector: [1.790617220698578, -0.2733465882320483] User Vector: [2.0880017087218734, -0.3168530915561326] Predicted: 3.8254225280330885 Movie Vector: [1.9661827874598792, -0.0655841022186735] User Vector: [1.6897712021293598, -0.2233032178915602] Predicted: 3.3370441934400947 Movie Vector: [2.264058446701134, -0.2517945847359913] User Vector: [2.117996298694444, 0.5888411918145133] Predicted: 4.647000386772513 Movie Vector: [2.032008910942432, -0.6934344796678574] User Vector: [2.1692139326883435, 0.16874568525116082] Predicted: 4.290847964514856 Movie Vector: [1.9051193625266043, -0.30319923288453043] User Vector: [1.8020370209562733, -0.0050891560382108104] Predicted: 3.4346386488203717 Movie Vector: [2.094069956936125, -0.15633229580160551] User Vector: [1.6402706978322419, -1.0141828944576454] Predicted: 3.593391129826432 Movie Vector: [1.775879644476174, -0.9442295387380353] User Vector: [2.2582111923467574, -1.1476975680125427] Predicted: 5.094001234672124 Movie Vector: [2.174611443624207, -0.09170329640667883] User Vector: [2.031484269439142, -0.24238170020192204] Predicted: 4.439916140762092 Movie Vector: [2.067989106865326, -0.07898190660716327] User Vector: [1.7280832130318053, -0.6410683542706749] Predicted: 3.6242900611924207 Movie Vector: [1.4669689362402538, -1.2245584462683932] User Vector: [2.0802943566732637, -0.5449894172811856] Predicted: 3.719098593534146 Movie Vector: [1.6787614021792172, -0.69938295061424] User Vector: [2.1374060520361255, 0.16887859057778704] Predicted: 3.470083973968644 Movie Vector: [1.5799242962685676, -0.9216796196386856] User Vector: [1.8399724099966561, -0.26767801211658] Predicted: 3.153730483410796 Movie Vector: [1.8845100138083817, -0.06496628971072642] User Vector: [1.7259601941787708, 0.8075189962046243] Predicted: 3.200127756310208 Movie Vector: [2.0004949668315293, -0.12011945864768707] User Vector: [1.7718463919694247, 0.06874002659362638] Predicted: 3.536312774351585 Movie Vector: [2.012101442410336, 0.3585650295390834] User Vector: [1.776768041748123, -0.2519066079944084] Predicted: 3.4847126392933805 Movie Vector: [2.1687319138003893, -0.1082003067986829] User Vector: [2.1010589070161734, -0.6783382429374086] Predicted: 4.630029910419647 Movie Vector: [1.666482312264695, -0.3630980433538298] User Vector: [1.7735118863929846, -0.3760214281375354] Predicted: 3.092058834080954 Movie Vector: [1.3134872280345342, 0.15120201041356268] User Vector: [1.7340864967815985, -0.6246667468353053] Predicted: 2.18324959786978 Movie Vector: [1.5800710032398508, -0.9282679144788999] User Vector: [0.8490095775609613, -0.4198324677071495] Predicted: 1.7312124242060358 Movie Vector: [2.0626540903615123, -0.10075369405566553] User Vector: [1.4661724217234688, -0.19757382432217543] Predicted: 3.0441128354923213 Movie Vector: [2.236407248842633, 0.08697030524501187] User Vector: [2.1598654461284847, -0.4482328566075511] Predicted: 4.791355791886469 Movie Vector: [1.6595410132392336, -0.3943742971472504] User Vector: [2.0170943015118983, -0.47188386657730125] Predicted: 3.53354958914669 Movie Vector: [2.0372975961468485, -0.2668039020888967] User Vector: [2.0840416085572873, -0.11940363228970997] Predicted: 4.277670314402255 Movie Vector: [1.876076921414541, -0.3985217388507271] User Vector: [2.347520669150166, -0.5797901336181012] Predicted: 4.635188322154228 Movie Vector: [1.6111231085151272, -0.35558074851393207] User Vector: [1.8614483524782617, -0.320484912677524] Predicted: 3.1129807211224354 Movie Vector: [1.7569089036699086, -0.2513646463517513] User Vector: [1.7408110779018435, -0.24431912663107475] Predicted: 3.1198596732355486 Movie Vector: [1.8942475416595923, -0.19292801115323666] User Vector: [1.6812055904594803, -0.09799307663205231] Predicted: 3.2035251661336424 Movie Vector: [-0.4429260264811347, 0.22522605245635643] User Vector: [1.0289453601003564, -0.11603284615796904] Predicted: -0.4818802997108862 Movie Vector: [2.006854628107069, -0.0932344466674409] User Vector: [1.9958220317555977, -0.49936252552239646] Predicted: 4.0518824700603115 Movie Vector: [1.9306489816160797, 0.5910055134756083] User Vector: [1.6532444202657548, -0.40258272157621094] Predicted: 2.953906048266989 Movie Vector: [1.8107070504507148, -0.2947981357086169] User Vector: [1.735364543624625, -0.5193798566625372] Predicted: 3.29534902771202 Movie Vector: [1.900373252910129, 0.005977712536835306] User Vector: [2.2413003729064775, -0.7913204604527273] Predicted: 4.254576994171865 Movie Vector: [2.0418845526002354, 0.5471509187842108] User Vector: [1.4903615157162449, -0.051328867905802655] Predicted: 3.01506151949606 Movie Vector: [1.8582798601623718, 0.03375441602649028] User Vector: [0.8520124246774909, -0.07798845814491542] Predicted: 1.5806450745248033 Movie Vector: [1.1079550558270332, -0.5946142450959092] User Vector: [1.620507806766389, -0.26524243917290774] Predicted: 1.953166750250194 Movie Vector: [2.3072854118416206, 0.21013294848541741] User Vector: [1.3295379447248903, -0.4124870144895075] Predicted: 2.9809463917870027 Movie Vector: [2.028353165042356, -0.38622015252656755] User Vector: [1.7531070472206889, -0.1428514308331321] Predicted: 3.611092329293154 Movie Vector: [2.061203117970762, -0.2875531010912371] User Vector: [2.111885976818494, -0.3231099614535741] Predicted: 4.445937231626454 Movie Vector: [2.135779794410965, -0.25481142656923794] User Vector: [1.7121491121298984, -0.5928205453284376] Predicted: 3.807830927560403 Movie Vector: [2.096155690338395, -0.2667265733054235] User Vector: [1.8391623716713106, -0.2344979974159483] Predicted: 3.9177175181328154 Movie Vector: [2.145243438854964, -0.46865186453742835] User Vector: [2.045310012774573, -0.4785890647067572] Predicted: 4.611979542851062 Movie Vector: [1.9377149349946186, -0.47601344774293214] User Vector: [1.821732639169824, -0.22924098510123067] Predicted: 3.639120334168554 Movie Vector: [1.5178443861866164, 0.6434416747691725] User Vector: [2.0009280605364044, -0.5184966290500324] Predicted: 2.7034750844903326 Movie Vector: [1.3031327702161106, -1.015546298399385] User Vector: [2.0129561564280967, 0.040521002254757424] Predicted: 2.5819981786024684 Movie Vector: [1.9950548749735901, -0.09861077038481461] User Vector: [1.9625010072849707, -0.3407656579442879] Predicted: 3.948900365775036 Movie Vector: [2.129090053830662, -0.49448199873908655] User Vector: [2.013377686300275, -0.3458972012817554] Predicted: 4.457702345954564 Movie Vector: [2.0629515727830525, -0.12589077558417866] User Vector: [1.7161812430830856, 0.3773378730724721] Predicted: 3.492895437100648 Movie Vector: [1.0584434171551758, 0.16188236223725694] User Vector: [2.20334164650203, -0.19701907759559292] Predicted: 2.30021854779694 Movie Vector: [1.9498974091555479, -0.2705237805315043] User Vector: [2.303149418804124, -0.7062045088691467] Predicted: 4.681950198191943 Movie Vector: [1.8318935829529097, -0.2116779257934408] User Vector: [2.221738501344713, 0.15082138052007785] Predicted: 4.038062946619001 Movie Vector: [1.5470700689179857, -0.4684421490433088] User Vector: [1.8712920438658984, -0.06504957886966208] Predicted: 2.9254918757893607 Movie Vector: [1.877291313958786, -0.41717935994629995] User Vector: [1.8725361655740176, -0.28016429907881757] Predicted: 3.6321746416752987 Movie Vector: [1.1341086106410743, 0.2856103999981387] User Vector: [1.8208224685852539, 0.2660153846927254] Predicted: 2.1409872004990214 Movie Vector: [1.7624716582992066, -0.4539613965701921] User Vector: [2.1110284072749406, -0.20231622125887164] Predicted: 3.8124714920380787 Movie Vector: [2.0702433550877464, -0.1116663824842845] User Vector: [1.9448044823545703, -0.1686029565567443] Predicted: 4.045045838774261 Movie Vector: [2.002704261834771, -0.28848149409899204] User Vector: [2.1297163348770334, -0.9129440002374991] Predicted: 4.528559429574587 Movie Vector: [0.8263719380824693, -0.2040568520602995] User Vector: [1.8764587347030455, -0.4922089715040368] Predicted: 1.6510914546092852 Movie Vector: [1.9390763357691805, -0.33256393250583405] User Vector: [1.4745609281773597, -0.31356146180808325] Predicted: 2.9635654342997304 Movie Vector: [2.244885820496298, 0.14379320083100805] User Vector: [2.0362429129884396, -0.4769403201934953] Predicted: 4.502552067207837 Movie Vector: [2.1820757115291505, -0.07506570239137213] User Vector: [1.983482988279091, -0.08517725699483937] Predicted: 4.3345039435791515 Movie Vector: [2.0638159845429582, -0.4409571296973587] User Vector: [1.7010006342955053, -0.8925621527246262] Predicted: 3.9041339437187212 Movie Vector: [2.113652751193629, -0.127854154814444] User Vector: [1.5163825061908582, -0.6010738231633699] Predicted: 3.281955841713837 Movie Vector: [2.088686684864527, -0.3325540836061723] User Vector: [0.9128682491006316, -2.4797126603345627] Predicted: 2.7313343282962674 Movie Vector: [2.05890917771937, -0.06902624438474267] User Vector: [2.2296904608675976, -0.541403396772992] Predicted: 4.628101196530012 Movie Vector: [1.5087905597546483, -0.9946212668832273] User Vector: [1.005020915888186, -0.1038673652312144] Predicted: 1.6196747606421589 Movie Vector: [1.472805808288031, -0.8291741570593216] User Vector: [1.7171913302523898, -0.2755295043863509] Predicted: 2.7575513096820954 Movie Vector: [1.6913526660229798, -0.9484602657681669] User Vector: [1.5547945565449195, -0.4254217067789712] Predicted: 3.0332015034053965 Movie Vector: [1.845750635527352, -0.292811510811689] User Vector: [1.4189265506974278, -1.0441942522829504] Predicted: 2.9247366793082636 Movie Vector: [1.8086288478722048, -0.6089986184000795] User Vector: [2.1351150086425266, -0.5829755558732634] Predicted: 4.216661906243621 Movie Vector: [2.0733412574554957, -0.6891518541181667] User Vector: [1.6516206875217658, -0.42508695295837534] Predicted: 3.717322774898595 Movie Vector: [2.1020412606596564, -0.1433575760507825] User Vector: [1.8854744996739587, 0.6093344175183085] Predicted: 3.875992489136543 Movie Vector: [2.090358871357561, -0.6935317736087039] User Vector: [2.281074657488175, -0.15260813916036783] Predicted: 4.8741032399283295 Movie Vector: [1.8396763895450534, -0.7504823839209485] User Vector: [2.529693584154292, -0.4330704884270042] Predicted: 4.9788293321127615 Movie Vector: [2.2174044204492334, 0.28197019894259534] User Vector: [1.5888009922874322, -0.19611125062500173] Predicted: 3.467716815158668 Movie Vector: [2.278229300397843, 0.023434614323873] User Vector: [1.814559782349313, -0.24517195918427373] Predicted: 4.128237753165226 Movie Vector: [1.7463614217470609, 0.11529506962766883] User Vector: [1.786786456960253, -0.2565001227021698] Predicted: 3.0908017378290484 Movie Vector: [1.3159012691211447, -0.6759484616884823] User Vector: [2.0247502535308715, -0.2929912740441675] Predicted: 2.8624184292529367 Movie Vector: [2.0860639753179084, 0.24076619665457855] User Vector: [2.014234559359201, -0.6971550506161907] Predicted: 4.03397078210418 Movie Vector: [2.216692208973681, -0.3695139721678674] User Vector: [1.7679199308319666, -0.37480303649438146] Predicted: 4.0574292955601265 Movie Vector: [1.8279086601404484, 0.0029924871736736938] User Vector: [2.182553199923867, -0.5398230900121403] Predicted: 3.98789248168517 Movie Vector: [1.6434535248402231, 0.26613727731829495] User Vector: [1.9492686473500147, -0.5500988367351479] Predicted: 3.057130622683262 Movie Vector: [1.8943936526657852, -0.28809476133473777] User Vector: [1.6674292073915191, -0.8806966889696526] Predicted: 3.412491409169041 Movie Vector: [1.7746338658564234, -0.6761702856612641] User Vector: [1.9807903251862937, -0.08544957687003693] Predicted: 3.5729560570382013 Movie Vector: [1.3704238793529435, 0.10477147856395967] User Vector: [1.8282823562387525, -0.5658098143214693] Predicted: 2.446241068356792 Movie Vector: [1.6705763324740535, -0.5722983451089401] User Vector: [1.7818716994528947, -0.5269516076157746] Predicted: 3.278326221602329 Movie Vector: [1.380521771577789, -0.7940317570319095] User Vector: [2.263233768037712, -0.32969434367195766] Predicted: 3.3862312699354242 Movie Vector: [1.8924602961791541, 0.8218989318424094] User Vector: [1.8812019492426122, 0.1671523086185692] Predicted: 3.6974823019450707 Movie Vector: [1.7909271384162928, 0.06827583531691364] User Vector: [2.051914422836708, 0.1536189152610191] Predicted: 3.685317685325989 Movie Vector: [1.9545313612175332, -0.334800111441019] User Vector: [1.6730048727220144, -0.3653692752021193] Predicted: 3.3922661652597186 Movie Vector:
avg loss: 1.0266794766662213: 92%|█████████████████████████████████████████▌ | 64640/70000 [01:43<00:06, 769.47it/s]
[2.2947984654195235, -0.26094048446054996] User Vector: [1.7155984433572826, -0.0722427943687362] Predicted: 3.9558037448537773 Movie Vector: [2.210824309527507, -0.4600081405798145] User Vector: [1.771460503227309, 0.3410201717132343] Predicted: 3.7595158888127513 Movie Vector: [1.756762523674153, 0.17478104112226775] User Vector: [1.967695610878782, -0.5708356161348419] Predicted: 3.3570026638922443 Movie Vector: [1.7135095462543466, 1.0208906379756417] User Vector: [1.9701278839103895, -0.7951056379520821] Predicted: 2.564117034435397 Movie Vector: [1.477446177528948, -0.5552325981858337] User Vector: [1.6563205289419738, -0.1782841107294749] Predicted: 2.546113584263622 Movie Vector: [2.0890713413329016, -0.11834905254080862] User Vector: [1.586115995619278, -0.42313190967553627] Predicted: 3.363586731087819 Movie Vector: [1.8425655945229766, -0.126731901640792] User Vector: [2.168938970746789, -0.10909041468551074] Predicted: 4.010237559821988 Movie Vector: [1.9314751632299931, -0.7040759205877947] User Vector: [1.9217038059880285, -0.19256048625999275] Predicted: 3.8473003739827645 Movie Vector: [1.8927069115650896, -0.4379513726466924] User Vector: [1.8708501429587299, -0.06787804258123425] Predicted: 3.5706982780015464 Movie Vector: [1.3049416874895565, -0.33778643592151436] User Vector: [2.2929347847062163, -0.7911580420066274] Predicted: 3.259388642518095 Movie Vector: [1.7493035001081387, -0.25029724416234883] User Vector: [2.036751449662983, -0.5239059469913458] Predicted: 3.6940286544779815 Movie Vector: [2.374181561805905, -0.06993804233407247] User Vector: [1.862051936542209, -0.1708157360843742] Predicted: 4.432795893045086 Movie Vector: [2.022155318281884, -0.3942563771697729] User Vector: [2.000558827984826, -0.05614270587367241] Predicted: 4.067575293367551 Movie Vector: [1.8817755309226853, -0.19220105026824252] User Vector: [2.215610318091893, 0.04672686994751519] Predicted: 4.160300329165492 Movie Vector: [2.0437927244702756, -0.6236945957608198] User Vector: [1.8063756086139344, -0.35904811501777867] Predicted: 3.915793695500423 Movie Vector: [1.8765704491125856, -0.3031186075292266] User Vector: [1.876372850657536, -0.28199912130019733] Predicted: 3.6066250240340563 Movie Vector: [2.1818968710239033, 0.2267213655306326] User Vector: [1.9513629069417022, -0.20129185908640107] Predicted: 4.212035455725939 Movie Vector: [1.9820895396693767, -0.5789567751025742] User Vector: [2.215416711649013, -0.03139850896411416] Predicted: 4.409332669661129 Movie Vector: [2.2539456330233003, -0.35559536744366094] User Vector: [1.7814566760651205, -0.4261529859966917] Predicted: 4.16684452307989 Movie Vector: [1.5458000137704053, -0.27131967588622224] User Vector: [1.313986222135231, -0.6253194175804891] Predicted: 2.2008213819740625 Movie Vector: [1.0332320765901868, -0.3343893695824265] User Vector: [1.501931443031844, -0.6164905585322022] Predicted: 1.757991633000989 Movie Vector: [1.8727925701555292, 0.011622886958349917] User Vector: [2.421649619748813, -0.5372569326713739] Predicted: 4.529002938789511 Movie Vector: [2.010145339109518, -0.28644846265774165] User Vector: [1.6729835351012194, -0.4321876875652254] Predicted: 3.4867395541733437 Movie Vector: [0.4694986290287001, -0.3884910237352423] User Vector: [1.0372707826833378, -0.5304330900196299] Predicted: 0.6930657045661278 Movie Vector: [2.0950254513204385, -0.11645208203585031] User Vector: [2.0593547874770217, -0.6320684735596482] Predicted: 4.388006382798196 Movie Vector: [1.6026624459357313, -0.1464533873591249] User Vector: [1.722293035361403, -0.6071706392070739] Predicted: 2.8491765654872623 Movie Vector: [1.9376106352945968, -0.2226014028970098] User Vector: [1.8350175591866418, -0.13421760954692974] Predicted: 3.585426566810999 Movie Vector: [1.7765590432727092, -0.6333320117146634] User Vector: [2.024898657531415, -0.14638881868292603] Predicted: 3.6900647467771943 Movie Vector: [1.805576019256152, 0.10679458459898733] User Vector: [1.616446554857189, -0.31118386722646635] Predicted: 2.8853843840250075 Movie Vector: [2.1008265790354845, -0.6942320827304411] User Vector: [2.0004352541400254, -0.3946071843619661] Predicted: 4.476516518996973 Movie Vector: [1.3301520189092333, -0.26017600579013844] User Vector: [1.837574433819511, -0.34330392370404794] Predicted: 2.5335727866824156 Movie Vector: [2.047693351750959, -0.5050993612762212] User Vector: [1.7199525504049031, -0.47515652661284774] Predicted: 3.7619366608896034 Movie Vector: [2.2584928610765935, 0.04539922419122361] User Vector: [1.8594953514217296, -0.20199960910295517] Predicted: 4.190486350850883 Movie Vector: [2.3221941432475126, -0.139246952916088] User Vector: [1.91731187707031, -0.27648848583193375] Predicted: 4.490870590880049 Movie Vector: [1.8260302840410378, -0.13724041758594197] User Vector: [1.9236822963389426, -0.03431681013919072] Predicted: 3.5174117833422356 Movie Vector: [1.7297095767179183, 0.9887282614683628] User Vector: [2.3182118159228104, -0.6367652891528003] Predicted: 3.380245341554873 Movie Vector: [1.8054330544969217, 0.09125847478250826] User Vector: [1.6613669852454485, 0.20792845193267298] Predicted: 3.0184621041992963 Movie Vector: [2.067738159455363, 0.10030686982631441] User Vector: [2.013913290620727, -0.43133748967400787] Predicted: 4.120979247422856 Movie Vector: [2.0970658675878378, -0.29335359307239306] User Vector: [1.9270899571290452, 0.1092140121118128] Predicted: 4.0091962499997775 Movie Vector: [2.259236657853375, -0.5008967198928456] User Vector: [1.837243638440938, 0.11647937078143464] Predicted: 4.092424042614076 Movie Vector: [2.300560077296236, -0.12031654890829219] User Vector: [2.0530211873258377, 0.12860539903834448] Predicted: 4.707625223621872 Movie Vector: [1.221524432466496, -0.1829592122768699] User Vector: [1.7907624958741941, -0.0929304027535705] Predicted: 2.2044626147393767 Movie Vector: [1.3384908242230913, -0.9650591814985731] User Vector: [1.6945031166618827, -0.08437014211094755] Predicted: 2.34949905355787 Movie Vector: [2.1906319221808994, -0.28091203215843547] User Vector: [1.6375225290022806, -0.7000905973766677] Predicted: 3.7838729977268866 Movie Vector: [1.5155692258342222, -0.5735416290985905] User Vector: [1.9212374605365412, -0.1480252351680199] Predicted: 2.996667005235041 Movie Vector: [1.3956517951039071, 0.43580375718634246] User Vector: [1.6671531296468314, -0.09656184166578285] Predicted: 2.284683244705916 Movie Vector: [2.1542227293677128, -0.10429295376434307] User Vector: [1.812906433260729, -0.02793578311004951] Predicted: 3.9083177500834796 Movie Vector: [1.8973716591665069, 0.4602047965236878] User Vector: [2.426169851575009, -0.7559135886031041] Predicted: 4.2554708574700495 Movie Vector: [1.7187697955250623, -0.045935403356290753] User Vector: [1.8641677980960025, -0.527848258252087] Predicted: 3.228322227811597 Movie Vector: [2.14479485243219, -0.30683016324426393] User Vector: [1.9936829806637364, 0.1317087164932756] Predicted: 4.235628787326922 Movie Vector: [1.8705621136199475, -0.715762676435105] User Vector: [1.578284906339584, -0.46985395218285375] Predicted: 3.2885838726450447 Movie Vector: [1.8633133305068674, 0.317863343228925] User Vector: [1.7735311013316069, -0.22891818024151564] Predicted: 3.231879445082259 Movie Vector: [1.5739527761803298, 0.2415969299843565] User Vector: [1.8777281465781526, -0.13670979362189603] Predicted: 2.922426762780783 Movie Vector: [2.211386076947702, -0.6645536746093985] User Vector: [1.873277250102101, -0.2132257816003749] Predicted: 4.284239205822655 Movie Vector: [2.1236182999930433, 0.2089901383267907] User Vector: [1.7818603419401926, -0.14832636590045611] Predicted: 3.752992482449008 Movie Vector: [1.4530889494170884, -0.34258363796653507] User Vector: [1.3962369770495666, 0.17453156476435047] Predicted: 1.969064863721283 Movie Vector: [1.1885048827301068, -0.5685443541364884] User Vector: [1.960406614822199, -0.27907259833437786] Predicted: 2.488617984029794 Movie Vector: [2.216058765835693, -0.2367337915913017] User Vector: [1.9004673111195356, -0.07473112657996443] Predicted: 4.229238626935801 Movie Vector: [2.245581961837837, 0.04680175342981647] User Vector: [1.0500356684397607, -0.45709050804094586] Predicted: 2.3365485190822204 Movie Vector: [1.9189007195246133, -1.9802066577476467] User Vector: [2.022758158361734, -0.36310654086835314] Predicted: 4.600498075203844 Movie Vector: [0.917035308230783, 0.9754615780168657] User Vector: [1.4556336332292907, -0.42157237333287323] Predicted: 0.9236397849799176 Movie Vector: [2.1533405901244795, -0.1435858854179463] User Vector: [1.3311403637172337, -0.4123410763121836] Predicted: 2.9256049348818562 Movie Vector: [2.2809646309873846, -0.504506241629752] User Vector: [2.173992449815313, 0.389384275139062] Predicted: 4.762353088862213 Movie Vector: [2.2829588309363613, -0.41732381285861014] User Vector: [1.5979537040795653, -0.42610392016360255] Predicted: 3.8258858327925878 Movie Vector: [1.1790636731247521, -0.5258802932172685] User Vector: [1.903244882610086, -0.30166584663584806] Predicted: 2.402687026028631 Movie Vector: [2.0238150827974914, -0.47640762979872786] User Vector: [1.709330576161611, -2.1228048039237386] Predicted: 4.470689406685457 Movie Vector: [2.384565873041989, -0.11563693359483333] User Vector: [1.5742515158907544, -0.521473865131874] Predicted: 3.8142080790914075 Movie Vector: [1.904025890703908, -0.5403814462311828] User Vector: [1.5527476903450095, -0.4242738850981602] Predicted: 3.185741539775059 Movie Vector: [1.620696276541103, 0.22402675194330088] User Vector: [1.7701467129540076, -0.38574534854540815] Predicted: 2.7824529091041685 Movie Vector: [1.2105322274159602, 0.2669588445428494] User Vector: [1.8788766955191047, -0.21841483319972185] Predicted: 2.216133019764664 Movie Vector: [2.0812263743284634, -0.40217576816125156] User Vector: [2.2906671824568314, -0.1557907127108021] Predicted: 4.830052204494684 Movie Vector: [1.7747801594783956, 0.24149014513835057] User Vector: [1.7420270982898638, -0.31775738730178027] Predicted: 3.0149798537402814 Movie Vector: [1.5382015764870156, 0.15161961541199634] User Vector: [1.3978754593949818, 0.17414527234717844] Predicted: 2.1766180745929686 Movie Vector: [2.0440408211191734, -0.20591066126608126] User Vector: [1.6159698324173406, -0.9234129662954806] Predicted: 3.49324887766973 Movie Vector: [1.7352639398942178, 0.07890558069002869] User Vector: [1.6371757306110832, -0.5863300544190106] Predicted: 2.7946672951794347 Movie Vector: [1.9164133654057012, -0.4349250978490474] User Vector: [1.8334888076014022, -0.45691028820182916] Predicted: 3.712444208013506 Movie Vector: [1.9072928090911325, -0.40623143185784794] User Vector: [1.819102905432694, -0.04924706762240639] Predicted: 3.4895675973236138 Movie Vector: [1.9201191938527713, -0.21006478112793336] User Vector: [1.6308824928397607, -0.2875384208632753] Predicted: 3.191890472864595 Movie Vector: [2.0030802970624078, -0.0922900941887974] User Vector: [1.5399168457511077, -0.6450776051020829] Predicted: 3.1441113657724897 Movie Vector: [2.0090972741038198, 0.10303976213878979] User Vector: [1.9527747102129032, -0.013671545287571578] Predicted: 3.921905634453119 Movie Vector: [1.8688469487892319, -0.5100872081011909] User Vector: [2.268919661214664, -0.18698932658533712] Predicted: 4.335644449451558 Movie Vector: [1.1642199596475327, -0.3761237961807288] User Vector: [1.79306787163967, -0.06713460931611681] Predicted: 2.112776329276712 Movie Vector: [1.5025470604627191, -0.9104228287482053] User Vector: [1.8894404888207958, 0.23522016629554482] Predicted: 2.6248234432195168 Movie Vector: [1.9676040662734682, -0.2575224394236536] User Vector: [1.8544761229700737, 0.0739849811986129] Predicted: 3.629821967523993 Movie Vector: [1.2895653794438233, -0.1557020426274347] User Vector: [1.7872144434850052, -0.5257916225159465] Predicted: 2.386596701582348 Movie Vector: [1.9643752018798863, -0.5152269169406223] User Vector: [1.7155469403144328, -0.02719083808759323] Predicted: 3.3839873188914873 Movie Vector: [1.929222422521515, -0.42883238233557264] User Vector: [1.6943168363998398, -0.1750607054559636] Predicted: 3.3437857310123156 Movie Vector: [2.0142481063328335, -0.3634601289043413] User Vector: [1.6256059559077873, 0.14365257235040216] Predicted: 3.2221617358667185 Movie Vector: [2.2329737493151365, 0.21531296918966844] User Vector: [1.8454491544058904, -0.23529796281147647] Predicted: 4.07017681446695 Movie Vector: [1.6183577556430033, -0.5867866548019697] User Vector: [1.7294940354721187, 0.24670208082239553] Predicted: 2.6541785969061604 Movie Vector: [1.808525091767602, -0.40355757517859336] User Vector: [2.0775517526704292, 0.03801388626385488] Predicted: 3.741963682386474 Movie Vector: [1.9718686451764167, -0.3174409249418223] User Vector: [1.920852521970411, -0.631032506530059] Predicted: 3.9879844026227556 Movie Vector: [1.9094463080236574, -0.09284432656178339] User Vector: [1.8336985395287562, -0.13624165775300418] Predicted: 3.513998171295295 Movie Vector: [1.8333040187659277, -0.40097218235365795] User Vector: [2.1209640802326812, -0.01928588322554879] Predicted: 3.8961050746343204 Movie Vector: [1.4537797522560876, -0.9432595360960533] User Vector: [1.730020098789637, -0.40974937514294413] Predicted: 2.9015681961294315 Movie Vector: [2.1602811327358444, -0.10438631006744852] User Vector: [1.8261834523423697, -0.09823573281596239] Predicted: 3.9553241226750595 Movie Vector: [1.5664571372206073, -0.09235220104094133] User Vector: [1.540354964170494, -0.6649917049929934] Predicted: 2.474313475108134 Movie Vector: [2.118380233961054, -0.17136339228512684] User Vector: [1.7740733439424237, -0.37241095149669745] Predicted: 3.8219795093774263 Movie Vector: [1.669963220549493, -0.07438432146737292] User Vector: [1.4589451800798219, -0.7832945126316765] Predicted: 2.494649622362483 Movie Vector: [1.7247482362892599, -0.20148728652544423] User Vector: [1.902417488076154, 0.8719972184874056] Predicted: 3.1054948538344282 Movie Vector: [2.1007342567997975, -0.7829609060505397] User Vector: [1.8773410022700285, -0.0815258608994207] Predicted: 4.007626117079876 Movie Vector: [1.780249748582703, -0.26924859494274755] User Vector: [1.7731897368122032, -0.6201653794979474] Predicted: 3.3236992402113117 Movie Vector: [2.103380867526139, 0.9763163066029891] User Vector: [1.558737195450626, -0.44707641567440515] Predicted: 2.8421299994916605 Movie Vector: [2.0150354909753663, 0.5988951231016801] User Vector: [1.97938201336693, 0.3197175308604083] Predicted: 4.18000227713505 Movie Vector: [1.060701795082373, 0.03896081370690746] User Vector: [2.0384935238930093, -0.7715580893550315] Predicted: 2.1321732090736885 Movie Vector: [1.9496157499578566, -0.20857405813742452] User Vector: [1.9838575097029716, -0.012070569450624909] Predicted: 3.870277454243431 Movie Vector: [2.055002023980893, -0.31276214857007734] User Vector: [1.9537325897614108, 0.4379456111735324] Predicted: 3.877951615969661 Movie Vector: [1.3907717740712606, -0.10207711484169013] User Vector: [2.0562608290420883, -0.5266974259391705] Predicted: 2.9135532747945216 Movie Vector: [1.694653949239789, -0.9458781360047617] User Vector: [2.200809680401897, 0.2878539327875814] Predicted: 3.457336075031475 Movie Vector: [2.2476066262225363, -0.12363366017233185] User Vector: [1.7735109119565626, 0.13069782214291953] Predicted: 3.969996227263462 Movie Vector: [1.989092655963169, -0.5217537978865437] User Vector: [1.5891177809398722, -0.20852582352151605] Predicted: 3.269701647907758 Movie Vector: [1.7688817039468385, -0.5905238891014934] User Vector: [2.0614540159077746, -0.38343246720501317] Predicted: 3.8728943240086826 Movie Vector: [1.9471219063656833, -0.28684845486766364] User Vector: [1.6199008525479162, -0.19611585406336304] Predicted: 3.210399965849622 Movie Vector: [1.7603816536948222, -0.17629406209229231] User Vector: [1.9673867250851966, -0.18709631508523983] Predicted: 3.4963354659515957 Movie Vector: [1.0584255757920795, -1.158567234832458] User Vector: [1.817074963000998, -0.6268026704170921] Predicted: 2.649431650622434 Movie Vector: [2.0996194153881578, -0.4579761437015843] User Vector: [1.8312558336918923, -0.05753959037301583] Predicted: 3.871292062671527 Movie Vector: [1.4799307607515662, -0.7765263954516488] User Vector: [2.029725193115233, -0.6304215112513224] Predicted: 3.4933916929108166 Movie Vector: [2.0997772831090256, -0.25939272380701156] User Vector: [1.7718550174282435, -0.00028569831444887235] Predicted: 3.7205750226225445 Movie Vector: [1.6516598038833272, -0.34368682329184125] User Vector: [1.713791269342325, 0.033813808386746844] Predicted: 2.818978791431063 Movie Vector: [2.0602221474099336, -0.2538274083004928] User Vector: [1.876757057035342, -0.08130821971584212] Predicted: 3.8871747088960986 Movie Vector: [1.9218948727277942, 0.5378373021933314] User Vector: [2.039964717060374, -0.5419910483651612] Predicted: 3.629094726998285 Movie Vector: [1.8356407759052582, -0.4174649382166346] User Vector: [1.9466469079251179, -0.3456637731250241] Predicted: 3.7176469461686024 Movie Vector: [1.2554130352909547, -1.135047580626817] User Vector: [1.835534440532668, -1.1096885472426101] Predicted: 3.563903164167213 Movie Vector: [2.008707466233572, -0.5309378344739626] User Vector: [2.2612004451980443, 0.6916975604831047] Predicted: 4.174841812046166 Movie Vector: [2.0454730982955343, 0.35383366312564546] User Vector: [1.617452396296399, -0.2860691421331109] Predicted: 3.2072344719297616 Movie Vector: [1.9033428990796364, -0.934053634240751] User Vector: [2.01816974915165, 0.032192945260019076] Predicted: 3.8111991236680898 Movie Vector: [1.6454687858573658, -0.6670999529841892] User Vector: [1.9994868553347258, -0.27197985265296404] Predicted: 3.4715309551028324 Movie Vector: [1.902550766082835, 0.004401228436634609] User Vector: [1.5927894399310787, -1.2970909120313583] Predicted: 3.0246539757425905 Movie Vector: [2.2696326060875984, -0.6811732524177185] User Vector: [1.5629023661362527, 0.04271916720819063] Predicted: 3.518115016246518 Movie Vector: [1.9490351328410485, -0.5784883038286844] User Vector: [2.212796785184003, -0.2142481207553337] Predicted: 4.436758708135584 Movie Vector: [1.9009223858005266, -0.5441930417561316] User Vector: [1.9122790326519652, -0.396928864433797] Predicted: 3.851099947162132 Movie Vector: [2.0551325473946385, -0.3842333798107179] User Vector: [1.8916125290691568, -0.5012484311169054] Predicted: 4.080110854362379 Movie Vector: [2.2403304883981896, 0.1331025380928676] User Vector: [1.988835511654507, -0.19608847798791468] Predicted: 4.429548959057645 Movie Vector: [1.2619732579145442, -0.23125519792293636] User Vector: [1.9098198109295916, -0.3698490103121811] Predicted: 2.495671034909901 Movie Vector: [1.8185699837978153, -0.9564236969470028] User Vector: [1.9392391936821554, -0.26894675202472157] Predicted: 3.7838692358880186 Movie Vector: [1.9406422011705342, -0.4317162318710812] User Vector: [2.0046206624863885, 0.6816024350220412] Predicted: 3.5959926200776504 Movie Vector: [1.2363969598014548, 0.47548418664958514] User Vector: [2.182416366855756, -0.6908112717626601] Predicted: 2.3698631253189593 Movie Vector: [1.5853706176118054, -0.13405115137441653] User Vector: [1.773845715995732, -0.6857631818288278] Predicted: 2.9041302224105463 Movie Vector: [1.6256419011335068, -1.1577057407607316] User Vector: [1.4379245578394495, -0.6250436546828714] Predicted: 3.0611670391451082 Movie Vector: [2.0659003411880086, -0.1075128433890627] User Vector: [1.7312567475385026, 0.15095854401304978] Predicted: 3.5603739231231186 Movie Vector: [1.2722716553718008, -0.8678770949621566] User Vector: [1.9768672150320035, -0.11925612079723405] Predicted: 2.618611779792968 Movie Vector: [1.7094472808837478, 1.1019789119226755] User Vector: [1.8164320734758377, -0.4080123750476304] Predicted: 2.655473835807324 Movie Vector: [1.8673452479615524, 0.607857126552243] User Vector: [2.232656049951762, -0.7001217938845627] Predicted: 3.743565643342761 Movie Vector: [1.5577981201566826, -0.5020032330951211]
avg loss: 1.027085957976875: 92%|██████████████████████████████████████████▌ | 64718/70000 [01:43<00:07, 718.50it/s]
User Vector: [2.1960368305711038, 0.8386229048642682] Predicted: 2.9999906368690197 Movie Vector: [1.399929056370687, 0.7113845980265923] User Vector: [1.4288357787248944, -0.781953364897394] Predicted: 1.4439991432559434 Movie Vector: [1.8288111553884092, -0.21188717453281752] User Vector: [2.0456595163345437, 0.3257140079202602] Predicted: 3.6721103227550875 Movie Vector: [1.7127764854081853, -0.27190922408257395] User Vector: [1.8892439869400828, -0.031728502593494405] Predicted: 3.244479948551281 Movie Vector: [2.021550406773747, -0.4703301784614242] User Vector: [1.9788899455015252, -0.6664542301437365] Predicted: 4.313879311288961 Movie Vector: [1.8713032850322209, 0.032562324460747985] User Vector: [2.057308449844008, 0.12411164166009366] Predicted: 3.853889424062731 Movie Vector: [1.6745887510458837, 0.39467711180126797] User Vector: [1.9814882131836375, 0.7124702752668072] Predicted: 3.599373582613885 Movie Vector: [2.1223363064083656, 0.14629478447174496] User Vector: [2.123155911591207, -0.22521698836980894] Predicted: 4.4731028045626315 Movie Vector: [2.0527831474924745, -0.3210728481492931] User Vector: [1.410157698762713, -0.8454420535422554] Predicted: 3.1661964474028657 Movie Vector: [1.8726924891060814, -0.22918539497871615] User Vector: [1.779385719729823, -0.6862316173296018] Predicted: 3.4895165368252266 Movie Vector: [2.1707680161291725, 0.0009163536654076404] User Vector: [1.3841731930345835, -0.17868568599211965] Predicted: 3.00455515693955 Movie Vector: [1.7867760116908398, -0.1730560678480779] User Vector: [1.604283289431833, 0.05660085548449312] Predicted: 2.8566997760262884 Movie Vector: [1.980463839481989, -0.2787807370535481] User Vector: [1.8287206768455284, -0.48195754974647803] Predicted: 3.7560756539524416 Movie Vector: [2.143844348847199, -0.26090892405771676] User Vector: [1.6774517601421377, -0.07207602109899604] Predicted: 3.61500075355981 Movie Vector: [2.0493370688902424, -0.6247966292490409] User Vector: [1.8164945383665863, -0.1494676372802844] Predicted: 3.8159964688658534 Movie Vector: [2.0698121651291697, 0.043091556741046595] User Vector: [1.3369795776615332, -0.4127304381754124] Predicted: 2.749511397277708 Movie Vector: [2.3577751702564678, -0.14437796180395] User Vector: [1.042523418349938, -0.5347794324395158] Predicted: 2.53524619466667 Movie Vector: [1.865965416474289, -0.6220204322663833] User Vector: [1.8396635674625457, 0.14531687523531114] Predicted: 3.342358529283357 Movie Vector: [1.8095748124088051, -0.08027234325605066] User Vector: [1.7809948973614964, 0.7183796080312956] Predicted: 3.165177492809934 Movie Vector: [1.8280653464201435, -0.40320003846887065] User Vector: [1.807175302727486, -0.5216286839081895] Predicted: 3.5139552512406977 Movie Vector: [1.6121307763335058, -0.14979131656269631] User Vector: [1.9535658268230567, -0.27648142572741236] Predicted: 3.190818109779702 Movie Vector: [2.016967186588993, -0.005377437853392359] User Vector: [1.2543465908736549, -0.5477503884058109] Predicted: 2.532921408074754 Movie Vector: [2.086446613268457, -0.43620750018300297] User Vector: [1.8160472557927174, -0.5292728944565288] Predicted: 4.019958452589695 Movie Vector: [1.82412103534597, -0.666363306303708] User Vector: [1.6353619604882152, -1.32820493468807] Predicted: 3.8681651842588214 Movie Vector: [1.8479037995359213, -0.6733841294924483] User Vector: [1.811338733708498, -0.9264836318315494] Predicted: 3.9710591021764077 Movie Vector: [2.1632549551164235, -0.10454628064458082] User Vector: [1.867523935318103, -0.13788637333340623] Predicted: 4.054345914358987 Movie Vector: [1.9752703992144092, 0.8269870452108596] User Vector: [1.8785755978923004, 0.06233148538261868] Predicted: 3.762242102123347 Movie Vector: [1.8876750113614538, -0.8320914082395363] User Vector: [1.8089549714265964, -0.0337815030806143] Predicted: 3.4428283947108556 Movie Vector: [2.0158669113577754, -0.03112305620239359] User Vector: [2.11316667267966, -0.22309502337041037] Predicted: 4.266806172589765 Movie Vector: [2.137938263492703, -0.11753512754553369] User Vector: [1.9653499152195617, -0.4117270813357348] Predicted: 4.250189179918786 Movie Vector: [1.877878456911974, 0.14949528523831912] User Vector: [1.8556244286090053, -0.38316179171697334] Predicted: 3.427356257259288 Movie Vector: [2.1202572588096915, -0.13301859536496344] User Vector: [1.6353323369471888, -0.18345042586111854] Predicted: 3.4917275759456436 Movie Vector: [2.0855938055720022, -0.07092245329489559] User Vector: [1.8640320797876406, -0.3350585003965821] Predicted: 3.911376929838034 Movie Vector: [1.955935042776031, -0.3013519034539746] User Vector: [1.9423529412282257, -0.27543957917229817] Predicted: 3.882120424657513 Movie Vector: [1.5380323974085415, -0.3459287388732503] User Vector: [1.889480519984619, -0.243046962254169] Predicted: 2.9901591831482404 Movie Vector: [1.6812282081403471, -0.9782898224551779] User Vector: [2.3281620561376184, -0.8002766827689936] Predicted: 4.697074255801692 Movie Vector: [2.3583126082012598, -0.24331449124545435] User Vector: [1.9920268367910827, -0.49918620836541067] Predicted: 4.819281243404861 Movie Vector: [1.9053901842478547, -0.35997164828621026] User Vector: [1.1168582453591402, -0.23657404404231033] Predicted: 2.213210686479233 Movie Vector: [2.142063896620126, 0.112681585929294] User Vector: [1.7167044519717387, 0.00652724109028553] Predicted: 3.6780261276134967 Movie Vector: [1.7917671475710981, -0.6043946701039848] User Vector: [1.3782965514005536, -0.15021628538098475] Predicted: 2.5603764026571376 Movie Vector: [1.6719725119182656, 0.6659302071410914] User Vector: [2.3487429021443034, 0.21831814586484258] Predicted: 4.072418218046842 Movie Vector: [1.133556815244742, 0.6670366262907472] User Vector: [1.9395491467801862, -0.12722045945418373] Predicted: 2.113728447765327 Movie Vector: [2.1200154601075885, -0.11378042540828956] User Vector: [1.6549669181174655, -0.08277935693567787] Predicted: 3.5179741228228023 Movie Vector: [1.81437298314824, -0.2077511879456462] User Vector: [2.0634219505725535, -0.11670328786262663] Predicted: 3.7680622866445077 Movie Vector: [1.892412890287836, -0.7450684162324088] User Vector: [2.2165932485044846, -0.3306252323060092] Predicted: 4.441048054195585 Movie Vector: [1.3801806869020674, -0.5096023349098998] User Vector: [1.5939487711019698, -0.22010695956226162] Predicted: 2.31210433030907 Movie Vector: [2.104108876742452, -0.5054610473378588] User Vector: [1.9836548499571838, 0.11504457980587429] Predicted: 4.115675224388906 Movie Vector: [1.8130192333745916, -0.9473711452123247] User Vector: [2.2071380621100847, -0.7754340350779548] Predicted: 4.736207587167123 Movie Vector: [1.845163313338026, -0.755066453368804] User Vector: [1.9490417397192659, -0.17706178296759018] Predicted: 3.7299937267870065 Movie Vector: [1.8898721156019849, 0.0032874503508028216] User Vector: [1.9330166771703345, -0.19927818487925686] Predicted: 3.652499200039031 Movie Vector: [2.299796253412403, -0.5011333055147801] User Vector: [1.8150548006303366, -0.20639617323067913] Predicted: 4.277688226764535 Movie Vector: [2.1282205177309206, 0.1756201111742747] User Vector: [1.7465209962473238, 0.35052487386637676] Predicted: 3.7785410361791643 Movie Vector: [1.6530775728038836, -0.16608956194378505] User Vector: [1.4325014288570124, -0.8790079465594108] Predicted: 2.514030029842204 Movie Vector: [2.277432107509763, -0.38239096846767767] User Vector: [1.8734803222036258, -0.7509932080955712] Predicted: 4.553897258730587 Movie Vector: [2.1641743745941366, -0.5376086247257037] User Vector: [1.5782475556522448, -0.21430962003270843] Predicted: 3.5308176167996943 Movie Vector: [2.063693523033007, -0.310813875871787] User Vector: [1.9955643061518769, -0.45659727731323585] Predicted: 4.260149902875717 Movie Vector: [2.1851741685161477, 0.5010057034289026] User Vector: [1.6868424583475221, -0.214311821865953] Predicted: 3.5786731212701994 Movie Vector: [1.8656982686464534, -0.34185928220661554] User Vector: [1.9663885676853337, 0.5318559042448747] Predicted: 3.486867868554203 Movie Vector: [1.9937441452272189, -0.2924928498183143] User Vector: [1.0902485455117072, -0.9211869308422088] Predicted: 2.4431172450738816 Movie Vector: [2.044848199925528, -0.956880724825947] User Vector: [1.5851249008068502, -0.22025269808415682] Predicted: 3.4520953614596572 Movie Vector: [2.0010842821083927, -0.36462339802558014] User Vector: [1.844661357618545, -0.25267921219762096] Predicted: 3.7834556015051226 Movie Vector: [1.8244927093342664, -0.3607635814425435] User Vector: [1.997828100241816, -0.2524852436617225] Predicted: 3.7361102841591176 Movie Vector: [1.3295736208584745, -1.178642421269117] User Vector: [1.5384088433190304, -2.2190622559798148] Predicted: 4.660908726507339 Movie Vector: [1.57877664476597, -0.31300704151257397] User Vector: [1.9289155251706263, -0.31311534282890413] Predicted: 3.1433340879769407 Movie Vector: [1.9396121258144616, -0.22044211165030664] User Vector: [1.8088828828942134, 0.2179171498978447] Predicted: 3.46049305715154 Movie Vector: [1.9747120266332105, -0.4540514490459866] User Vector: [1.9111371662023058, -0.17226167641394793] Predicted: 3.85216121043625 Movie Vector: [2.12989192424945, -0.17377990992701306] User Vector: [2.1303051455446465, -0.6797973684113097] Predicted: 4.6554548511337295 Movie Vector: [2.0844224757047995, 0.25002328966399023] User Vector: [1.1416485789233501, -0.5474499241446702] Predicted: 2.2428027263033234 Movie Vector: [1.7942103226406318, -0.3934280194117631] User Vector: [2.045169919018078, -0.026921030657007503] Predicted: 3.6800564680282504 Movie Vector: [2.099637172922023, 0.11252027135127775] User Vector: [1.8195754059965843, 0.4752211037842243] Predicted: 3.873920168914765 Movie Vector: [1.8043150480540286, 0.09111855064113189] User Vector: [1.8880687225808825, -0.1993563722697491] Predicted: 3.38850574421054 Movie Vector: [1.5952608926191911, -0.6677710999254809] User Vector: [1.457490300031554, -0.18431197156130705] Predicted: 2.4481554849910774 Movie Vector: [1.5680278805852146, -1.0030109344877867] User Vector: [2.03893671011354, -0.34454369113795125] Predicted: 3.542690697826872 Movie Vector: [1.9945643501654031, -0.5408778770430588] User Vector: [1.6767908635185893, -0.3840141323745425] Predicted: 3.552172027730515 Movie Vector: [2.131812669317573, -0.39295079994022164] User Vector: [1.9837507146011188, -0.36508208407691217] Predicted: 4.37244420313632 Movie Vector: [1.7794803759059887, -0.41387020755907] User Vector: [1.489578546269279, -0.19774400865566863] Predicted: 2.732516145362637 Movie Vector: [1.4334345322138469, -0.13614200161833265] User Vector: [1.6787441299851456, 0.04938903923527847] Predicted: 2.399645884012501 Movie Vector: [1.9578830005694232, -0.9233417521724717] User Vector: [2.013694982180794, -0.4165031266418407] Predicted: 4.327153900682514 Movie Vector: [1.853631779529185, -0.17069732380414837] User Vector: [1.5697038764303728, 0.16961961679890605] Predicted: 2.8806993751492334 Movie Vector: [2.0063355483831633, -0.6185090866047148] User Vector: [2.041991512679882, -0.20608727212116543] Predicted: 4.224387011826876 Movie Vector: [1.9398003104034727, -0.041577008259502925] User Vector: [2.0811661489103717, -0.6960272852523981] Predicted: 4.065985473845317 Movie Vector: [1.7099104867303156, -0.7064497238076527] User Vector: [1.7101118453006565, 0.04640985640322248] Predicted: 2.8913519475233147 Movie Vector: [1.853848397117079, -0.4627187379896072] User Vector: [1.6578036852543379, 0.09864186671365743] Predicted: 3.027673264564858 Movie Vector: [1.8385636041118067, -0.6162593130079849] User Vector: [2.1995733110142033, -0.032748165368134026] Predicted: 4.064236796098451 Movie Vector: [-0.05927773649837259, 0.011063359872826022] User Vector: [1.8274999812264348, -0.7432729045753194] Predicted: -0.1165531579649589 Movie Vector: [2.2264713990821434, -0.4336288482815711] User Vector: [1.6773174975135532, -0.5264719380337552] Predicted: 3.9627928555361045 Movie Vector: [2.3064016450059546, -0.09525877752848026] User Vector: [1.8011751406111025, -0.06412409198224826] Predicted: 4.160341689861631 Movie Vector: [1.0315768202416469, -0.75428566243411] User Vector: [1.302142002094216, -0.194318674700128] Predicted: 1.4898312962929476 Movie Vector: [1.5241829244163914, -0.05945163776765015] User Vector: [0.8804171373847489, -0.07747250545641675] Predicted: 1.3465226344967416 Movie Vector: [2.0761108406442115, -0.5256505117972498] User Vector: [1.816201317706814, -0.13856430327771915] Predicted: 3.8434716414181804 Movie Vector: [2.240116738000822, -0.6819800163790599] User Vector: [2.3468440977132667, 0.0349204465714624] Predicted: 5.233389698041155 Movie Vector: [2.1355758566604095, 0.09856961016815317] User Vector: [2.0316441339245714, -0.31397410602962483] Predicted: 4.307781856500828 Movie Vector: [2.2961332477812904, 0.25467682311816897] User Vector: [1.6689111090352773, 0.1724015613826158] Predicted: 3.875948967000983 Movie Vector: [1.9006581806733254, 0.5825282765783781] User Vector: [1.559261892893971, -0.7156763429453824] Predicted: 2.5467221658972106 Movie Vector: [1.4076570773945398, 0.06052032702042367] User Vector: [2.0220508602145575, -0.28771867794736] Predicted: 2.8289413757534807 Movie Vector: [2.24577169081069, -0.12273520252837893] User Vector: [2.086557076808425, -0.2277397830043337] Predicted: 4.713882502747873 Movie Vector: [2.017050396595662, 0.37281388400718757] User Vector: [1.889002822242978, -0.19711587276917364] Predicted: 3.736726357648981 Movie Vector: [1.5760998313941479, -0.29749543734517825] User Vector: [1.7518967234401972, -0.19076332664070755] Predicted: 2.8179153497224534 Movie Vector: [1.4434893387109988, -1.1785472563434434] User Vector: [1.1232011078111233, -0.5496626701053473] Predicted: 2.269132256120808 Movie Vector: [0.9885762515569603, 0.2091904471867159] User Vector: [1.8107798116398293, -0.24607432342874738] Predicted: 1.7386175208266927 Movie Vector: [1.5116010025677817, -0.5804629359055653] User Vector: [2.1584861142277534, -0.7500115515578523] Predicted: 3.698123681475667 Movie Vector: [1.9748890616333366, -0.15759446151692807] User Vector: [2.0166694134162952, -0.2387539680571101] Predicted: 4.020324668517349 Movie Vector: [1.8669573478025907, -1.1626198543191293] User Vector: [1.9073295465820341, -0.2701799596486423] Predicted: 3.875019496998965 Movie Vector: [2.139661144186569, 0.20765469316202437] User Vector: [1.4996366018868617, -0.504387313785298] Predicted: 3.103975774578397 Movie Vector: [2.0880800361842002, -0.6890726413497715] User Vector: [1.7019532509423971, -0.4641130853724657] Predicted: 3.873622235434215 Movie Vector: [1.16380363843801, -0.1155115538078152] User Vector: [2.0818802537395484, -0.2691051817785839] Predicted: 2.4539845717793125 Movie Vector: [1.7490390869076191, -0.2371268392052122] User Vector: [1.5142963773372715, -0.265772708106427] Predicted: 2.711585395345783 Movie Vector: [1.772018687455538, -0.2561401867267419] User Vector: [1.8489112070008153, -0.5611568732195992] Predicted: 3.420040036540882 Movie Vector: [1.8801881894015862, -0.05413939222761382] User Vector: [1.9936665990098015, -0.44625528638530904] Predicted: 3.772628383045917 Movie Vector: [1.667325859730649, 0.4733975868427813] User Vector: [1.5355786874396964, -0.43800510862073605] Predicted: 2.3529594937735867 Movie Vector: [2.1331091194537266, -0.4413727289578607] User Vector: [1.8201983644834143, -0.2440812841683988] Predicted: 3.9904125529752745 Movie Vector: [2.078658057930589, 0.1656729791287128] User Vector: [1.8568470415750802, -0.48736623643663934] Predicted: 3.7790066489974095 Movie Vector: [1.6304598918725202, -0.5212046921605119] User Vector: [1.944559745492588, -0.10034256287097174] Predicted: 3.222825686967262 Movie Vector: [1.3945279121385006, -1.8941814213706796] User Vector: [2.052240570407277, -0.5662497426628686] Predicted: 3.9344865002639193 Movie Vector: [1.9519701902358069, -0.1326398718918737] User Vector: [1.866833028881536, 0.008714415455417783] Predicted: 3.6428465435747603 Movie Vector: [0.9742836267919565, -1.1810899597578814] User Vector: [1.650163100289162, -0.5857394952985651] Predicted: 2.2995379270787675 Movie Vector: [1.490611665880087, -0.16133890495303704] User Vector: [1.6407513766089326, -0.2248793524367183] Predicted: 2.4820049312507755 Movie Vector: [2.1045798460514633, -0.3955105810608539] User Vector: [1.7126468477338828, -0.18036272943671222] Predicted: 3.6757374070655344 Movie Vector: [1.7611855632185016, 0.11676935724006925] User Vector: [1.9801256618575587, 0.13516088392501524] Predicted: 3.5031513785619364 Movie Vector: [1.0531813747979084, -1.3549130244017746] User Vector: [2.0057501823088852, -0.5409523402230708] Predicted: 2.845362105854086 Movie Vector: [1.4546633262904585, -0.3423868386668784] User Vector: [2.1147812257149137, 0.3086561939195947] Predicted: 2.970614873703988 Movie Vector: [1.8385050688294515, -0.31296438525577686] User Vector: [1.660427712050904, -1.2969344423633917] Predicted: 3.4585990555017783 Movie Vector: [1.7339721592714494, 0.013370542258463458] User Vector: [2.060643127445068, -0.5270190692063774] Predicted: 3.5660512824479573 Movie Vector: [2.1578331847745864, 0.8186225554819488] User Vector: [2.0365608079918713, -0.2947281868357952] Predicted: 4.1532873528161245 Movie Vector: [2.322413461878041, -0.017731019533248796] User Vector: [1.9132949550764733, -0.4848155895022431] Predicted: 4.452058234900432 Movie Vector: [1.5357108285556273, -1.03757453274279] User Vector: [1.8750273346275637, -0.48452342622606154] Predicted: 3.382228949194787 Movie Vector: [1.6960078148639164, 0.10258630649916546] User Vector: [1.9950459122125068, 0.10957206754436102] Predicted: 3.394854051829576 Movie Vector: [1.530795790064572, -1.201404669222508] User Vector: [1.2668862231781943, -0.6669754163459736] Predicted: 2.7406514763866645 Movie Vector: [2.1453907399811816, -0.46201095709058526] User Vector: [2.036708168114559, -0.7279476895752262] Predicted: 4.705854652689541 Movie Vector: [1.8751174560732016, 0.550265429444949] User Vector: [1.73523602684721, -0.4131336387305072] Predicted: 3.026438205214113 Movie Vector: [2.053239582704235, -0.25938521995233205] User Vector: [2.007919431538249, -0.32470305567842117] Predicted: 4.206962829231661 Movie Vector: [1.931398143688741, -0.6513092034889503] User Vector: [2.060919897167165, 0.1352124022478235] Predicted: 3.8923917816699967 Movie Vector: [1.9153496674098394, -0.44870078154992976] User Vector: [2.1368776146385824, 0.09156208473896803] Predicted: 4.051783849510824 Movie Vector: [1.7897502909404739, -0.13659321423149376] User Vector: [2.269590352949188, -0.669225598841356] Predicted: 4.153411670098239 Movie Vector: [2.2101621558576285, -0.14310406317955646] User Vector: [1.7829981723128319, -0.38396890792568067] Predicted: 3.995662595267922 Movie Vector: [1.9356309107945318, -0.43971416128141677] User Vector: [1.9509609492666424, -0.5759078689198297] Predicted: 4.029575164711006 Movie Vector: [1.3183859795083728, -0.6536528630759002] User Vector: [2.0308277243524584, -0.28734132845196814] Predicted: 2.865236280605837 Movie Vector: [1.3938741853845897, -0.36632613455294566] User Vector: [2.1208316761450674, -0.5781660949563179] Predicted: 3.167969875619459 Movie Vector: [1.8345904604174068, -0.6371762530166254] User Vector: [1.4861134216200436, -1.0567983596432482] Predicted: 3.3997763253940043 Movie Vector: [1.9572754534656693, -0.4039759321100062] User Vector: [1.843413182518845, -0.8364466115205529] Predicted: 3.9459716722884366 Movie Vector: [1.5779322343235371, -1.0484849124503008] User Vector: [1.6272286629136277, 0.5621209986627983] Predicted: 1.9782811737571626 Movie Vector: [1.62206696868845, -0.6973706039027874] User Vector: [1.791776870408675, -0.2013238342788199] Predicted: 3.046779400640922 Movie Vector: [2.036834384712821, -0.5307162324933369] User Vector: [1.7936712765393934, -0.12946756309579924] Predicted: 3.7221218682434714 Movie Vector: [1.586883636077546, 0.023364976316301588] User Vector: [2.0113035703990807, 0.40583627213490575] Predicted: 3.201187077937372 Movie Vector: [2.220152007373591, -0.6822770865209842] User Vector: [1.8532563185779116, -0.26188383258622516] Predicted: 4.293188074172421 Movie Vector: [2.3111860559433723, 0.2105364468827462] User Vector: [2.0880701120050467, -0.5268075815800505] Predicted: 4.715006330281423 Movie Vector: [1.986213047934521, 0.07585779048192429] User Vector: [2.2393347012966194, 0.1021105074602052] Predicted: 4.455541679888817 Movie Vector: [1.9727099181210552, -0.31771729731755605] User Vector: [1.9734178809416134, 0.08358062538703391] Predicted: 3.8664260159248767 Movie Vector: [1.9444645484593612, -0.09861700943966797] User Vector: [1.836058956709678, 0.7159369783910295] Predicted: 3.499547986447054 Movie Vector: [1.9722879303349174, -0.3138802477240998] User Vector: [1.6083180146890168, -0.08020547731939494] Predicted: 3.1972411236012057 Movie Vector: [1.3191292331322992, -0.090735701127107] User Vector: [1.6223991657677974, -0.26625748847379144] Predicted: 2.164313227270769 Movie Vector: [1.1957404573661168, 0.4462033781796013] User Vector: [2.239212037528938, -0.00736422919234549] Predicted: 2.6742304819512532 Movie Vector: [1.1578552117048853, -0.21109206204702524] User Vector: [1.4588376702370123, -1.0682840460969598] Predicted: 1.9146290816578841 Movie Vector: [1.9733950440274115, -0.15741758441977535] User Vector: [2.2695682840700955, -0.3262572878455766] Predicted: 4.530113438017721
avg loss: 1.027220663741967: 93%|██████████████████████████████████████████▋ | 64903/70000 [01:43<00:06, 817.78it/s]
Movie Vector: [2.043230806509094, -0.39683449862707276] User Vector: [1.6145627013836132, -0.22204477634977413] Predicted: 3.3870392780030647 Movie Vector: [1.9013631176709176, -0.3337369795619613] User Vector: [2.110104826764269, -0.48879533252717894] Predicted: 4.175204569930567 Movie Vector: [2.1735974813799483, -0.30191556278656373] User Vector: [1.9584936852124795, -0.013378238521777039] Predicted: 4.261016039888774 Movie Vector: [2.013046856639229, -0.25125869364004555] User Vector: [1.8317817559930283, -0.6450288725385284] Predicted: 3.849531617824995 Movie Vector: [1.8643452532846554, -0.7568090473925814] User Vector: [1.5333209120248588, -0.36949765141063723] Predicted: 3.1382787296735244 Movie Vector: [2.0423873040784546, -0.425969618228369] User Vector: [1.8470254097871115, 0.21358214958513094] Predicted: 3.6813617405403285 Movie Vector: [1.7865822363485022, -0.6613125838337262] User Vector: [2.206458217430513, -0.15680352853594992] Predicted: 4.045715203116891 Movie Vector: [2.144228204461943, 0.09706402070480107] User Vector: [1.9462136915931894, 0.46443642808511154] Predicted: 4.218206356495831 Movie Vector: [1.8635160084149975, 0.0976817530305815] User Vector: [1.7319483758858885, -0.43895485058041217] Predicted: 3.1846356449057374 Movie Vector: [2.366181402504615, -0.5807952570614279] User Vector: [1.9418246173035714, 0.404813277091885] Predicted: 4.359595665058892 Movie Vector: [2.0257964567861153, -1.1027737958476025] User Vector: [2.3141752100621944, -0.19934147590268997] Predicted: 4.90787649697733 Movie Vector: [2.066080964859644, -0.6873781398445217] User Vector: [1.8819341245389325, -0.349829737311944] Predicted: 4.128693585925469 Movie Vector: [1.95655684060223, -0.2905021121652916] User Vector: [2.0787608950088257, -0.11845964334083618] Predicted: 4.101626625702792 Movie Vector: [1.8417562353051908, -0.1266911935646826] User Vector: [2.1841664281591777, 0.36370414095091996] Predicted: 3.9766240262849433 Movie Vector: [2.2814247481388925, -0.4990442179656753] User Vector: [1.9527441517666333, 0.06112354076615208] Predicted: 4.4245354850229495 Movie Vector: [1.7681422338397539, -0.9402971309100033] User Vector: [2.121307908340595, -0.33979646228414545] Predicted: 4.070283742294427 Movie Vector: [2.017227702935315, -0.394118090979339] User Vector: [1.923465830274308, -0.17083978036460326] Predicted: 3.9473996065794377 Movie Vector: [1.7495061202500661, 0.1209155076994328] User Vector: [1.8933428161077939, -0.16890641296448133] Predicted: 3.2919914398347903 Movie Vector: [1.8974443384143511, -0.1465515175963771] User Vector: [1.921532343231529, -0.3989778553148747] Predicted: 3.704471475928469 Movie Vector: [1.7701069486843828, -0.9361789547989172] User Vector: [1.7991618584676545, -0.5637494693231443] Predicted: 3.712479296440889 Movie Vector: [2.1526736402297586, -0.5314917535572535] User Vector: [1.3386512862027171, -1.1131926121699518] Predicted: 3.473332030757439 Movie Vector: [2.174511111600638, -0.09560042614481602] User Vector: [1.9958947013017374, -0.554323928128559] Predicted: 4.393088809316823 Movie Vector: [1.600183605725893, -0.6178948158002924] User Vector: [1.431322256898274, -0.4107663116793355] Predicted: 2.5441887844912716 Movie Vector: [2.095416134719733, -0.4031408288656095] User Vector: [2.296100241543372, 0.2346671105506408] Predicted: 4.716681599608975 Movie Vector: [-0.4712184357964997, -0.2884136717595175] User Vector: [1.5857376558831318, -0.21644640124567632] Predicted: -0.6848027164664581 Movie Vector: [2.1062412860280375, -0.2592932119320154] User Vector: [1.773313171540709, -0.5216811279257771] Predicted: 3.8702937902205523 Movie Vector: [1.39942859503087, -1.8955336071069384] User Vector: [1.959838170695888, 0.26591643279056165] Predicted: 2.238600042668314 Movie Vector: [2.452608353914818, -0.13817613723272132] User Vector: [2.1028643022646474, -0.19833586584897842] Predicted: 5.184907838701249 Movie Vector: [1.51129100615755, -0.13367619274974815] User Vector: [1.8521579279705838, -0.10374320970529337] Predicted: 2.8130176158223885 Movie Vector: [1.4633320006280695, -0.6868911324780161] User Vector: [2.3091291139065633, -0.37417279562803674] Predicted: 3.6360385012928202 Movie Vector: [1.925449360773076, -0.11240796783359282] User Vector: [1.7254513522382409, -0.3932812574168569] Predicted: 3.366477150145429 Movie Vector: [2.0204532313166577, -0.39370198380738786] User Vector: [2.07993209168249, -0.16909773907784253] Predicted: 4.268979630891392 Movie Vector: [2.0380922498842122, -0.25693572662367214] User Vector: [1.5709622049454726, 0.5995082393651346] Predicted: 3.0477308096622218 Movie Vector: [2.0870579412017833, -0.3761566787868795] User Vector: [1.9026793890877465, -0.1687340447361814] Predicted: 4.034472566422778 Movie Vector: [1.863769205508573, -0.05841256873890724] User Vector: [1.843756392501003, 0.02682060318842495] Predicted: 3.4347697264755843 Movie Vector: [1.8719197266837657, -0.07085686358090505] User Vector: [1.7686576543932453, -0.6596580631298412] Predicted: 3.3575264543981893 Movie Vector: [1.8984535656115749, -0.21973736039049163] User Vector: [2.0713682022648143, -0.5683073309759277] Predicted: 4.05727470208329 Movie Vector: [0.4820332902285808, -0.8841662439191811] User Vector: [1.4579082174708076, -0.4210322131371795] Predicted: 1.0750227653772186 Movie Vector: [0.8196238571041551, 0.06339895348833584] User Vector: [2.1570537567971413, -0.6819798130702185] Predicted: 1.7247359136782583 Movie Vector: [1.777578041968415, 0.093941643082013] User Vector: [2.0359370636175282, -0.06491619614480673] Predicted: 3.612938684987693 Movie Vector: [1.4121408316062876, -1.0107701763456745] User Vector: [1.998842337695007, -0.04912762195809685] Predicted: 2.872303616112512 Movie Vector: [1.929097716413956, -0.6149029072789752] User Vector: [1.8263724612883703, -0.385490500043268] Predicted: 3.760290173597763 Movie Vector: [1.8878875523544716, -0.3306154315960508] User Vector: [1.542843862756761, -0.6857346557673509] Predicted: 3.139430182901872 Movie Vector: [1.2496291356846294, -0.16209958168453203] User Vector: [1.719295256977128, -0.07266315735549043] Predicted: 2.1602601133742136 Movie Vector: [1.93741997046531, -0.36675623002409896] User Vector: [1.8913463060991318, -0.11471972734250295] Predicted: 3.706406279211782 Movie Vector: [1.325066579284364, 0.1325706736651322] User Vector: [2.1641308225201907, -0.9179012687684273] Predicted: 2.7459306365619764 Movie Vector: [2.0550018674624746, -0.5320275651494079] User Vector: [2.32029793903965, -0.06891559319120162] Predicted: 4.804881593042154 Movie Vector: [1.6485368063202333, -0.4801628310062119] User Vector: [1.9631847281334225, -0.3070000049423238] Predicted: 3.383792273425755 Movie Vector: [1.994782357378005, -0.34440966992732275] User Vector: [2.129395206274516, -0.4838959375862634] Predicted: 4.414338429504959 Movie Vector: [1.7306670149489816, -0.21369980151546258] User Vector: [2.221865353779373, -0.3332110022740141] Predicted: 3.916516204492636 Movie Vector: [1.3586981663033848, 0.17895717051498444] User Vector: [2.0802707079487393, -0.763172291183992] Predicted: 2.689884842458871 Movie Vector: [2.3622058704328994, -0.2178957424239619] User Vector: [2.204615203402424, 0.04784989049720826] Predicted: 5.197328688108032 Movie Vector: [1.5135413689323354, -0.3205557378464551] User Vector: [1.7544138795688733, -0.0693139544747715] Predicted: 2.677596970776278 Movie Vector: [1.7248703204544595, 0.11429052450410294] User Vector: [1.6367821591896212, -0.038271484975666514] Predicted: 2.8188628993441243 Movie Vector: [2.062396277814576, -0.39106813367909976] User Vector: [2.03194227894559, -0.40361272383305613] Predicted: 4.348510267469983 Movie Vector: [2.0230933965396143, -0.25479640127560715] User Vector: [1.5644260573326794, -0.3844926790055438] Predicted: 3.2629473768916775 Movie Vector: [1.957660196170039, -0.3679839021678568] User Vector: [1.8601887099951413, -0.34772724672695726] Predicted: 3.769575424063051 Movie Vector: [2.2003468032449427, -0.6794784111783618] User Vector: [1.9901055404439545, -1.018243780031548] Predicted: 5.070797029883989 Movie Vector: [1.4239907917255137, 0.09061264637457014] User Vector: [1.5954200037203228, -0.7298612660422721] Predicted: 2.20572873343004 Movie Vector: [1.8914288946104194, -0.0011170468608777077] User Vector: [1.8100169232508396, 0.47895948782788583] Predicted: 3.422983288178122 Movie Vector: [1.5869860026910132, 0.13041763385062213] User Vector: [1.897084274592848, 0.1455279387463057] Predicted: 3.029625599134536 Movie Vector: [1.3660728428681221, 0.43443722464054735] User Vector: [2.305327375623039, -0.7070435616448056] Predicted: 2.842079079138135 Movie Vector: [1.9607250261476594, -0.3133036153410342] User Vector: [1.6637653726903852, 0.0037424224765775648] Predicted: 3.2610138893798806 Movie Vector: [0.9503742621082335, -1.7612792664556558] User Vector: [2.250110186300002, -0.6944401336887988] Predicted: 3.361549817227859 Movie Vector: [2.4514357621105813, -0.1924226937227483] User Vector: [2.0863339899786824, -0.1974045737838269] Predicted: 5.152498874581276 Movie Vector: [0.4695910404456345, -0.6936272813416087] User Vector: [2.0626219364646206, -0.2671937268916268] Predicted: 1.1539216395657819 Movie Vector: [1.9237905623503886, -0.5146152967222157] User Vector: [2.000243826788461, -0.47579964029871136] Predicted: 4.092903969447912 Movie Vector: [2.1546431954735485, -0.1111280402863613] User Vector: [1.87074644050389, 0.2086347831486906] Predicted: 4.007605913901184 Movie Vector: [2.062881265205611, -0.46505703122970193] User Vector: [0.9709416447020431, -0.0814017104307692] Predicted: 2.040793766253721 Movie Vector: [1.081201947923521, -0.6997850254388883] User Vector: [1.7649237179669945, -0.5211456461827204] Predicted: 2.2729288810736783 Movie Vector: [1.864361199857393, -0.6557073493010452] User Vector: [1.8766310505935009, -0.35081793461344263] Predicted: 3.7287520151667874 Movie Vector: [1.6378444121078979, -0.4714351420024576] User Vector: [1.548032985208875, -0.24221132280793037] Predicted: 2.649624103945624 Movie Vector: [1.0557909961864427, -0.7578991443515821] User Vector: [2.003109930056918, -0.616456361776238] Predicted: 2.5820771776460494 Movie Vector: [1.3169041414882345, -0.9639843699670182] User Vector: [1.797201123299316, -0.6533669511024649] Predicted: 2.9965771310759575 Movie Vector: [1.215569412043581, -0.25335526974514794] User Vector: [1.9778575435737753, -0.337647634224084] Predicted: 2.489767938795589 Movie Vector: [1.872125073345, -0.6981288635375784] User Vector: [1.9661392369697241, -0.22532522399917737] Predicted: 3.8381646057753227 Movie Vector: [1.9632132682702639, 0.4396907476063319] User Vector: [2.0152063481224993, -0.23863721669541632] Predicted: 3.851353264721053 Movie Vector: [2.306141691922762, 0.27101704787446224] User Vector: [1.94119347975053, -0.2429008675214414] Predicted: 4.4108369396995135 Movie Vector: [1.7906097392790195, -0.34681418188473734] User Vector: [1.9486858412623447, 0.20461497472492193] Predicted: 3.418372471098894 Movie Vector: [2.1733447468434983, -0.2839515296368034] User Vector: [2.195268440795646, -0.031305236574404205] Predicted: 4.779964303525479 Movie Vector: [1.6140284898631332, -0.6160535279238251] User Vector: [2.0720459469971595, -0.7703256697324413] Predicted: 3.8189030372478046 Movie Vector: [1.7770590699261033, -0.13285100146947104] User Vector: [2.0597101849873294, -0.732901185286919] Predicted: 3.757593322094435 Movie Vector: [1.1802606173535168, -0.2473275702108011] User Vector: [1.7791614088321386, -0.33714185387785084] Predicted: 2.1832586182957465 Movie Vector: [0.7328650635486598, -1.7113635562482827] User Vector: [2.1623577414407698, 0.06344227654770691] Predicted: 1.4761436435867554 Movie Vector: [1.8173583520427077, -0.5101404336459262] User Vector: [2.2595823281647403, -0.668461789342156] Predicted: 4.447480203309037 Movie Vector: [1.8634093352401062, -0.24793113669330027] User Vector: [1.9096080945115252, -0.5078872751430078] Predicted: 3.684302619401116 Movie Vector: [1.5700236427279715, -1.1335293406072169] User Vector: [1.8428224574851162, -0.6464069190676603] Predicted: 3.625996036336402 Movie Vector: [2.0394320131031236, 0.021272909085160288] User Vector: [1.8882617755020727, -0.19281403064272754] Predicted: 3.8468797987336645 Movie Vector: [1.8996971061323094, -0.5191516360426237] User Vector: [1.869247548203171, -0.2491646814374586] Predicted: 3.680358409978774 Movie Vector: [1.5915692387929656, -0.13644751885204573] User Vector: [1.473384485776663, -0.6072517831821773] Predicted: 2.427851423610617 Movie Vector: [1.8926309605090366, -0.2901428807469636] User Vector: [1.7027871848378935, -0.3787753893465635] Predicted: 3.3326467278032856 Movie Vector: [1.9732838761155174, -0.37090445489564894] User Vector: [2.4777286593869747, -0.4899115721827092] Predicted: 5.070972397585132 Movie Vector: [1.5985431006686581, -0.14786829974465132] User Vector: [1.6217650065806304, -0.19098194385773343] Predicted: 2.6207014374954993 Movie Vector: [2.0758744621568526, -0.39820771015752426] User Vector: [1.1552671811531499, -1.049006417905535] Predicted: 2.8159120819384684 Movie Vector: [1.4418424117234858, 0.052133081707667735] User Vector: [1.5645890675352758, -0.615070883090353] Predicted: 2.2238253338871052 Movie Vector: [1.6430222389935791, -0.6305498696993269] User Vector: [1.8375249230584216, 0.1406333841077481] Predicted: 2.930417951265436 Movie Vector: [2.0416646346156884, -1.1761235540638062] User Vector: [1.7623572751718366, -0.19273779954546208] Predicted: 3.824825988079854 Movie Vector: [1.5108922277541907, 0.6393247772884034] User Vector: [1.4287472371036192, -0.24548706325632214] Predicted: 2.0017371339216 Movie Vector: [2.1672275060186315, -0.4698157195173358] User Vector: [1.9273334293597222, -0.1715954168086194] Predicted: 4.257588245591426 Movie Vector: [1.4214445096140609, -1.0109988424927567] User Vector: [2.303559541415778, -0.15828202957651202] Predicted: 3.434405011403799 Movie Vector: [2.1566457250121074, -0.18231726120342148] User Vector: [1.680842623667966, -0.10811042945855073] Predicted: 3.644692456158062 Movie Vector: [2.0209155338505704, -0.39444563941491173] User Vector: [1.8413127354449104, -0.029789065848624258] Predicted: 3.7328876768637387 Movie Vector: [1.95949941973097, -0.2861150881515664] User Vector: [2.055570657133217, -0.5707729855129567] Predicted: 4.191196272933119 Movie Vector: [1.8425873807305588, -0.4728915511540316] User Vector: [1.9653653527527617, -0.3946087617450882] Predicted: 3.8079645469479084 Movie Vector: [2.0572530354420637, -0.6857371301041212] User Vector: [2.21919694243852, 0.15111506128982957] Predicted: 4.4618244376309955 Movie Vector: [2.24718393276483, 0.2661560649971998] User Vector: [1.1697622110269783, -0.5907501990770049] Predicted: 2.47143909739264 Movie Vector: [1.2840405126980845, -1.4991777115048415] User Vector: [2.12492931992915, -0.2738921044586951] Predicted: 3.1391082717706493 Movie Vector: [2.053204657608998, -0.38824516935432596] User Vector: [2.0523294221615287, -0.30311373879767634] Predicted: 4.3315347733831615 Movie Vector: [2.36451130656594, 0.26174040130095205] User Vector: [2.066561791209811, 1.8865071262781345] Predicted: 5.380183853321904 Movie Vector: [1.1610604056606564, -0.6461146766482466] User Vector: [1.5644848433035339, -0.0757856598065023] Predicted: 1.8654276338964018 Movie Vector: [1.7202603461202293, -0.2218682961985282] User Vector: [1.5305159575457656, -0.3189289121814708] Predicted: 2.703646125224366 Movie Vector: [1.770904510456046, -0.4810891046168443] User Vector: [1.9734430445165738, 0.4603593461348388] Predicted: 3.2733053230285067 Movie Vector: [1.9388414025284333, -0.015951086220365188] User Vector: [1.8843926834395797, 0.1304064037928672] Predicted: 3.651458429483725 Movie Vector: [1.540730720276565, -1.6134492350930945] User Vector: [1.863129391353054, -0.5017031708304546] Predicted: 3.6800532863280058 Movie Vector: [2.1068200696552997, 0.10969927864355573] User Vector: [2.357286054373789, -0.6144298610717793] Predicted: 4.898975056736618 Movie Vector: [2.190951460814126, -0.2842026070612794] User Vector: [2.1279067476068545, -0.02080435286281699] Predicted: 4.668053048467309 Movie Vector: [2.080784113764493, -0.4717100235590417] User Vector: [2.01808301805843, -0.06568574354482269] Predicted: 4.2301797078689045 Movie Vector: [1.7830983143081645, -0.05592338950812804] User Vector: [1.7331353447891031, -0.24322094337561728] Predicted: 3.1039524513142784 Movie Vector: [1.9451739337369887, -0.28213731177042645] User Vector: [1.5738161163807525, -0.3483788050895988] Predicted: 3.159636745624791 Movie Vector: [1.5427266421844243, -1.0075373584731842] User Vector: [1.990717857705236, -0.23708077816695214] Predicted: 3.3100012171332676 Movie Vector: [1.5325674561779237, -0.5144297166640263] User Vector: [2.2854448102589076, -0.7754199460784504] Predicted: 3.9014974022503033 Movie Vector: [2.187902492351711, 0.07233075627862587] User Vector: [1.9538938729053932, -0.7714063368474636] Predicted: 4.219132870578146 Movie Vector: [1.8696295397523626, -0.3162583142963412] User Vector: [1.7263790660753442, -0.24300904591426972] Predicted: 3.3045429299641684 Movie Vector: [1.9338701718383418, -0.9183750524813501] User Vector: [1.6265561413331013, -0.11450805041412514] Predicted: 3.2507097413531643 Movie Vector: [1.8436172635753496, -0.12638129790858377] User Vector: [2.268602123745488, -0.17980641439172335] Predicted: 4.205158207543998 Movie Vector: [1.6210733668330073, -0.4758681378285974] User Vector: [1.871424352249611, 0.3202206065393838] Predicted: 2.881333391746316 Movie Vector: [2.0651225913395397, -0.2651260155321107] User Vector: [1.8416920639687016, 0.13903414211598705] Predicted: 3.7664583194703734 Movie Vector: [1.6220734363396034, -0.9579561071015343] User Vector: [1.6267906729388084, -0.48841447849246084] Predicted: 3.106653569527733 Movie Vector: [1.910386957530293, -0.32035687612772773] User Vector: [1.7635105275973981, 0.2109035272329117] Predicted: 3.3014231162407803 Movie Vector: [1.9133384359234011, -0.08630484213486046] User Vector: [1.7311036948964922, -0.6079757687819598] Predicted: 3.3646584887610222 Movie Vector: [1.7772211097805235, 0.22369493784867392] User Vector: [2.0419147015983588, -0.5687790196651963] Predicted: 3.5017009245981656 Movie Vector: [2.2909220402836117, -0.4445886932669763] User Vector: [1.948874310587057, -0.5754338505665504] Predicted: 4.720550495551385 Movie Vector: [1.406072793881079, -0.5539604613618712] User Vector: [1.59413837101167, -0.07794885443911939] Predicted: 2.284655176529135 Movie Vector: [1.4569284427741096, -0.3420562407666668] User Vector: [2.023895201825725, -0.36365459434120717] Predicted: 3.0730608082118263 Movie Vector: [2.446733880243687, 0.14731165292999282] User Vector: [2.0461857996546735, -0.18925313155584866] Predicted: 4.978592929656942 Movie Vector: [2.1572282068047093, -0.10516211146111931] User Vector: [1.7608509133025512, -0.2553451451672184] Predicted: 3.8254098927712277 Movie Vector: [1.648951438451707, -0.7435560795997912] User Vector: [1.9980959955432342, 0.15639797988776186] Predicted: 3.1784725972329406 Movie Vector: [2.149092969398344, -0.11523484573175918] User Vector: [2.0974025018577422, -0.22022816818788624] Predicted: 4.532890929727889 Movie Vector: [1.6760012650721376, -0.17124597031577551] User Vector: [2.2595530450619354, 0.13766329939257624] Predicted: 3.763439476740052 Movie Vector: [2.125864892265697, -0.1281645550090624] User Vector: [1.84272787488615, -0.7250216193914373] Predicted: 4.010312568441095 Movie Vector: [2.2968094556755267, -0.3484091342255295] User Vector: [1.886307313783635, -0.31480462784146207] Predicted: 4.44216928244459 Movie Vector: [1.8319225093742133, -0.34247627824226584] User Vector: [1.6481705246123675, -0.03751688780857796] Predicted: 3.0321693274324164 Movie Vector: [2.202623207462003, -0.28527994203395823] User Vector:
avg loss: 1.0267968847880622: 93%|█████████████████████████████████████████▊ | 65074/70000 [01:44<00:06, 765.83it/s]
[2.0507008935145996, -0.3919420036009386] Predicted: 4.628734571686272 Movie Vector: [1.8504657139053975, -0.3135607705606394] User Vector: [1.9366164553556382, -0.1630300171944323] Predicted: 3.634762169436612 Movie Vector: [2.2242147358506945, -0.19442580673517043] User Vector: [1.6333992071966466, -0.3570210209748763] Predicted: 3.7024446861980778 Movie Vector: [1.6785900286387587, -0.301431182572768] User Vector: [0.9167220314653819, -0.0788885988776845] Predicted: 1.5625799447024655 Movie Vector: [1.7570165117145256, 0.6499891488031679] User Vector: [2.2941186219347083, -0.3474583190835717] Predicted: 3.8049601615053454 Movie Vector: [2.049970838895425, 0.02019676937528618] User Vector: [1.7554493112517486, -0.3842813913038081] Predicted: 3.5908586545897663 Movie Vector: [1.6355924137208455, -0.20523720540421178] User Vector: [2.067404871205722, -0.5678485934428882] Predicted: 3.4979753818445314 Movie Vector: [1.80612410060277, -1.154002610223479] User Vector: [2.176873505267588, -0.44757144035802027] Predicted: 4.448202312262059 Movie Vector: [1.9375733143221314, -0.7518045080694884] User Vector: [1.5733284098852531, -1.4442118158505493] Predicted: 4.134204095422204 Movie Vector: [1.7378508347426003, -0.2523574380391576] User Vector: [2.306609607432594, -0.3428374148533886] Predicted: 4.095061003378404 Movie Vector: [1.9717271550445394, -0.39364986158367554] User Vector: [1.827016341925526, -0.1331691410716388] Predicted: 3.6547997480347667 Movie Vector: [2.1257357990250663, -0.4434828319937534] User Vector: [1.5014170472431796, -1.5245360743921617] Predicted: 3.867721542339411 Movie Vector: [1.3759129534664378, -0.7099608025002045] User Vector: [1.8470686174140531, -1.2868408536236653] Predicted: 3.4550122017700455 Movie Vector: [1.9675604909584992, -0.3614182769931365] User Vector: [2.020201320265523, -0.4568969662649025] Predicted: 4.139999215847493 Movie Vector: [1.2584357149537952, -0.6553287291136776] User Vector: [2.2528191037056975, 0.8203247156912132] Predicted: 2.297445666038986 Movie Vector: [1.6804462962180264, -1.174110933359018] User Vector: [1.7560397941222585, -0.5713328938315604] Predicted: 3.6217387652794972 Movie Vector: [1.7031984144038754, -0.57468463731861] User Vector: [2.168251400709819, -0.1090431235287913] Predicted: 3.755627755615177 Movie Vector: [1.8926074186335875, -0.39472324247032375] User Vector: [1.8682716817948393, 0.4696674400017994] Predicted: 3.350516190187715 Movie Vector: [1.7835198455737256, -0.4084457699663294] User Vector: [1.5700975288362509, 0.07742613759247204] Predicted: 2.768675723781242 Movie Vector: [2.0948531807845505, 0.19960316529440433] User Vector: [1.8956938351171222, 0.06949838285012704] Predicted: 3.985072357488494 Movie Vector: [2.1079992315680047, 0.11470420213345686] User Vector: [1.7699136514994247, -0.39587697185473336] Predicted: 3.6855678651029025 Movie Vector: [1.371481650476592, -0.5222713488215401] User Vector: [1.5002707363095098, -0.6173964581946986] Predicted: 2.3800422665744856 Movie Vector: [2.2275469649681963, -0.025289438041964082] User Vector: [1.659834896748632, -0.42085451682596137] Predicted: 3.7080033608286653 Movie Vector: [1.5753571964544606, -0.425478822189403] User Vector: [1.6438065772365391, -0.1267551792804884] Predicted: 2.643514165415426 Movie Vector: [2.0761502091454576, 0.014465903346482173] User Vector: [1.704650066454063, -0.5992843904652551] Predicted: 3.530440401918895 Movie Vector: [2.0189305425729436, -0.41653046477251876] User Vector: [1.8852296832456543, -0.08235208032823584] Predicted: 3.840449937563871 Movie Vector: [1.4702101363534936, -0.3188437934088953] User Vector: [2.0313492987124055, -0.2963810530068778] Predicted: 3.081009588676775 Movie Vector: [1.8910114920577887, -0.32267404630957963] User Vector: [1.8960652024941098, 0.31884750712804516] Predicted: 3.482597272326511 Movie Vector: [1.9484063676390884, -0.35740764871021447] User Vector: [2.00112756577605, 0.10899607683532385] Predicted: 3.8600536600758133 Movie Vector: [2.2913103575177796, -0.2442180617484923] User Vector: [2.238152797047228, -0.09375264045339902] Predicted: 5.151198773717034 Movie Vector: [1.5937234330271655, -0.2959081752022784] User Vector: [1.8006531271058026, 0.7177326485846729] Predicted: 2.6573601250963717 Movie Vector: [1.975183858476178, -0.2161567647813227] User Vector: [2.095629021004076, -0.7611494134643993] Predicted: 4.303780210371152 Movie Vector: [1.8266526190877748, -0.1250367025452924] User Vector: [1.7895933119992344, -0.7713348958030248] Predicted: 3.3654104823946938 Movie Vector: [1.5236612628134372, -1.0360613544703587] User Vector: [1.822174613312576, -0.49273664220779145] Predicted: 3.286882265309407 Movie Vector: [1.7449092584789028, -1.1335307953663056] User Vector: [1.6664465899627117, -0.06580772595509451] Predicted: 2.9823931675296573 Movie Vector: [2.234854769916136, -0.4044965770480998] User Vector: [1.7787523740942104, 0.2468955467243976] Predicted: 3.875384824205659 Movie Vector: [0.9124335983427714, -0.8140847617613732] User Vector: [1.4917302858310488, -0.4830701091701932] Predicted: 1.7543648471955722 Movie Vector: [1.954471724397425, 0.18600123640066907] User Vector: [1.9594317122357954, 0.6629710588475367] Predicted: 3.952967314095997 Movie Vector: [1.323850692651318, -0.5137652019161414] User Vector: [2.2302167088633116, -0.777556486686685] Predicted: 3.3519554001750285 Movie Vector: [1.9132038775740292, 0.8237420819202448] User Vector: [2.000222551181606, -0.38540413615000957] Predicted: 3.5093599354387837 Movie Vector: [1.7938480058236348, -0.7024086682141368] User Vector: [1.639525718258664, -0.5728441691647381] Predicted: 3.3434306501521043 Movie Vector: [1.8443693279126434, 0.342155801218158] User Vector: [2.008413835337818, -0.09597467565772912] Predicted: 3.671418583606143 Movie Vector: [2.0393013260577773, -0.3041695318256826] User Vector: [2.1472063197000852, -0.6974427674088123] Predicted: 4.59094153512197 Movie Vector: [1.5819036122314005, -0.9860380824665435] User Vector: [1.7890110691729988, -0.20013474127881994] Predicted: 3.027383549172232 Movie Vector: [2.0793158918214, 0.22795119679621612] User Vector: [1.8477839488881687, -0.23309882643600094] Predicted: 3.788991373117791 Movie Vector: [1.749317798291784, 0.022430804595371882] User Vector: [1.9771827157885782, -0.22944341643571825] Predicted: 3.4535743147640816 Movie Vector: [2.046081545202977, 0.16239650021890473] User Vector: [1.896984250690852, -0.25081168914072094] Predicted: 3.840653526348805 Movie Vector: [1.8299899107906958, -0.3424322869906604] User Vector: [1.9344996972616708, -0.20304411877230089] Predicted: 3.6096437903677154 Movie Vector: [0.388564898462325, 0.19021474137463854] User Vector: [1.590664523740741, -0.7060518241270036] Predicted: 0.4837749340315338 Movie Vector: [1.7870023945086022, -0.3379203388243915] User Vector: [2.043685589089784, -0.2922357394980675] Predicted: 3.7508234414339507 Movie Vector: [1.9281209323638462, -0.3904714536589569] User Vector: [1.7144078953977495, -0.36101544340337166] Predicted: 3.4465519747052955 Movie Vector: [2.042692962103829, -0.24051357712196153] User Vector: [1.3750454792124298, -0.5802641308224884] Predicted: 2.948357124739599 Movie Vector: [2.1175089753796548, -0.3231271794035798] User Vector: [1.4420660403162548, -0.18669358575318615] Predicted: 3.113913555237036 Movie Vector: [1.7459787323130602, -1.1335730287276495] User Vector: [2.2989528219617785, -0.8865206118378032] Predicted: 5.018858588726826 Movie Vector: [1.7448271207124098, -0.3613875344389957] User Vector: [1.4312817248814345, -0.5911248824576957] Predicted: 2.7109643347700927 Movie Vector: [2.065832065045865, 0.07102607161759301] User Vector: [1.9963282202712582, -0.1684732646906645] Predicted: 4.112112855628741 Movie Vector: [2.1952112329312166, -0.6768507804207992] User Vector: [2.130718062254607, 0.016574111673828648] Predicted: 4.666158024049536 Movie Vector: [1.757145074490522, -0.7044081435654526] User Vector: [1.7745791024612723, -0.2560143768015512] Predicted: 3.298531541072483 Movie Vector: [1.5030221220356967, -0.3640964335272531] User Vector: [1.8156129828423493, -0.25895662538808406] Predicted: 2.823191662009323 Movie Vector: [1.7277772107514855, 0.21837457947961378] User Vector: [1.6817221995959926, -0.46418208510007364] Predicted: 2.804275723641118 Movie Vector: [1.9652933244455502, -0.1214895823996919] User Vector: [1.9478257515474184, 0.13301934935614537] Predicted: 3.8118884814949214 Movie Vector: [2.448330493883728, 0.14716398103660291] User Vector: [1.7583454374577725, -0.24369687924715236] Predicted: 4.269147350392981 Movie Vector: [1.823810005254078, -0.49334920703721635] User Vector: [1.6645086309261483, -0.5995640822351366] Predicted: 3.331541959453578 Movie Vector: [1.3414040005024235, -0.37560114377923093] User Vector: [1.6601520304491477, 0.20786704011717314] Predicted: 2.1488594770646943 Movie Vector: [1.8030654525354002, -0.8164165952127727] User Vector: [1.4347307993578917, 0.3322891107542291] Predicted: 2.3156271935824657 Movie Vector: [2.132974956061485, -0.4508334585704761] User Vector: [1.8297013313225083, -0.09840571921284189] Predicted: 3.9470717075191084 Movie Vector: [1.5549373044316201, -0.686813471222122] User Vector: [1.4938455877402486, -1.6687030893606998] Predicted: 3.468923992680792 Movie Vector: [1.9734082479593036, 0.16258733165228648] User Vector: [1.7537257009271658, -0.33162054210750835] Predicted: 3.4068994638055354 Movie Vector: [1.8578106962103913, -0.13241354831531077] User Vector: [1.5810806364099403, 0.27672766395874493] Predicted: 2.9007060259917354 Movie Vector: [2.0431915626858714, 0.026052798946222082] User Vector: [1.99739967912165, 0.057680247755088676] Predicted: 4.082572903590754 Movie Vector: [1.6306624901873863, -0.335687422590564] User Vector: [1.071359428725072, -1.48733818478213] Predicted: 2.246306355700603 Movie Vector: [2.1170208225588465, 0.5148087733296157] User Vector: [1.6376824662025773, -0.33757947428858803] Predicted: 3.2932190066306157 Movie Vector: [2.209191172341843, 0.13617270707129356] User Vector: [1.8869521903553939, -0.24442730711553654] Predicted: 4.135353793472172 Movie Vector: [1.7537911987293004, -0.926562553904345] User Vector: [1.6272302201461957, -0.3131769714144959] Predicted: 3.144000092856583 Movie Vector: [1.9519794012000125, -0.20772871818123756] User Vector: [1.5698313615983668, -0.4907523256129235] Predicted: 3.166221832741814 Movie Vector: [1.7545214732433039, -0.6845037449281092] User Vector: [1.9955780179031, -0.055171605325441325] Predicted: 3.5390496544022594 Movie Vector: [1.596641496022317, -1.0137301781685233] User Vector: [2.2521264159995584, -1.1444623118500483] Predicted: 4.756014473371824 Movie Vector: [1.7778072890469527, 0.16269903126608543] User Vector: [1.7919684765431383, 0.19491068977386797] Predicted: 3.2174863997503675 Movie Vector: [1.0303536129512505, -2.5276273402671454] User Vector: [1.6180249149663843, -0.30831362674549834] Predicted: 2.4464397693195954 Movie Vector: [1.8552790695573478, -0.3081381621484855] User Vector: [2.05998732234098, -0.2633021700377509] Predicted: 3.9029848094578465 Movie Vector: [1.6813637130218608, -0.11543719956484577] User Vector: [1.7873264913373794, -0.019251941352366575] Predicted: 3.007368296053255 Movie Vector: [1.9668741310941371, -0.3696370811463815] User Vector: [2.1368225202245625, 1.0678917782844652] Predicted: 3.808128537863782 Movie Vector: [2.3328769684857047, 0.20506395957832424] User Vector: [1.8051070986875126, -1.2100169553017908] Predicted: 3.9629619081670566 Movie Vector: [1.9683960121764348, -0.7818830620600234] User Vector: [1.9108076572980481, -0.11149721974100783] Predicted: 3.848403960243952 Movie Vector: [2.044240608859321, -0.315951278121477] User Vector: [1.7056250754818367, -0.239498392097314] Predicted: 3.5623778658799004 Movie Vector: [1.469838584912103, -0.33715685750348384] User Vector: [1.892244252096806, 0.006987677307084677] Predicted: 2.7789376704879247 Movie Vector: [1.5369533990736213, -0.7072115233838184] User Vector: [1.9859805744864971, -0.18430905698199973] Predicted: 3.1827050834128796 Movie Vector: [2.0205575299310077, 0.22768604407066514] User Vector: [2.238021447557088, -0.5748832153283966] Predicted: 4.391158202907821 Movie Vector: [1.4737676266558284, -0.2275251694689347] User Vector: [1.986647346869184, 0.19726240189939384] Predicted: 2.8829743839754873 Movie Vector: [1.8655734035101108, 0.13707318145220623] User Vector: [1.8693400638354607, -0.22051794794333415] Predicted: 3.4571640085154236 Movie Vector: [1.816621969600835, 0.9792764514980781] User Vector: [1.7963878558374924, -0.3281056455134664] Predicted: 2.9420515125836126 Movie Vector: [2.027456494569464, 0.15046212724379676] User Vector: [1.826702392116969, 0.5002233414304619] Predicted: 3.778824296591752 Movie Vector: [1.566391818250646, -0.9417242370839227] User Vector: [1.9030303954373768, -0.3727559722680662] Predicted: 3.331924574898019 Movie Vector: [1.2023252165664136, -0.12665151757293142] User Vector: [2.1428297369179887, -0.12797234111294242] Predicted: 2.5925861187141868 Movie Vector: [1.6605312142046327, -0.3618362867179144] User Vector: [2.08575052178481, -0.29914553851868075] Predicted: 3.571695557313107 Movie Vector: [1.9436269628990428, 0.7724462962029891] User Vector: [1.5695637568170913, -0.20339665755760783] Predicted: 2.8935334429483732 Movie Vector: [1.9834653120194077, 1.216280773294944] User Vector: [1.6187776107749554, -0.3913379290787821] Predicted: 2.7348124398461953 Movie Vector: [2.168049289233804, -0.5017527419903631] User Vector: [1.7055374387922915, -0.13005785285024918] Predicted: 3.7629461162202613 Movie Vector: [1.4445058740492733, 0.3961563895305366] User Vector: [1.7935774533487572, -0.5396911685817092] Predicted: 2.37703106211777 Movie Vector: [1.7443984423526797, -1.132963638396028] User Vector: [1.7249211527257855, -1.7226831103909481] Predicted: 4.960687096547964 Movie Vector: [1.5920157549269092, -0.7096492090277148] User Vector: [1.7130357371633078, -0.09381938723167785] Predicted: 2.793758736257243 Movie Vector: [1.8555121557431353, -0.07122979790278794] User Vector: [1.8438141217060884, -0.2023148262443169] Predicted: 3.4356303599426203 Movie Vector: [1.636395801422587, -0.6721249325988529] User Vector: [1.9495873479644261, -0.2162239608157518] Predicted: 3.335626065805127 Movie Vector: [1.6996947796370554, -0.17183508326730115] User Vector: [1.991715018351521, -0.37672970332501854] Predicted: 3.4500429991569224 Movie Vector: [2.439838699420112, -0.19132540382163338] User Vector: [1.7413500227214793, -1.5704641238010302] Predicted: 4.549082857345576 Movie Vector: [1.8762477317625001, -0.315731175961733] User Vector: [1.8578663021301933, -0.2975976915240548] Predicted: 3.579778304398146 Movie Vector: [1.382411736589532, -0.16956409766619146] User Vector: [2.0371861471556203, -0.19052806030603348] Predicted: 2.8485367580714214 Movie Vector: [2.1680256177874284, -0.6402998638553004] User Vector: [1.9647381166956794, -0.5529541568959974] Predicted: 4.613659040618389 Movie Vector: [2.1498822534129727, -0.2142745932220092] User Vector: [2.005415194068484, -0.05383228529408794] Predicted: 4.322941427486168 Movie Vector: [1.0916513724129644, -0.09116860988860559] User Vector: [1.6475090419948561, -0.4058716093140976] Predicted: 1.8355082571708703 Movie Vector: [1.7356770884330353, 0.11403783904073478] User Vector: [1.7017678448236377, 0.1962143631663753] Predicted: 2.9760953200567 Movie Vector: [2.1569502436132426, -0.14470403076552943] User Vector: [1.8339709278967473, -0.2305619435909208] Predicted: 3.9891472822852343 Movie Vector: [1.6162121922699517, -0.28694425178375116] User Vector: [2.174421119252782, -0.609927079784331] Predicted: 3.689340993616984 Movie Vector: [1.6305084800397969, -0.1325990211288841] User Vector: [2.23758568779418, -0.671229131012732] Predicted: 3.7374067644895717 Movie Vector: [1.1535897948540295, -0.5635740361315505] User Vector: [1.5128694990598028, -0.46783477271342344] Predicted: 2.008890346162107 Movie Vector: [1.9734706348726574, -0.5197038586988753] User Vector: [1.711571927981107, -0.46728727749082255] Predicted: 3.620587940575966 Movie Vector: [1.528385509628443, -0.9072061493420317] User Vector: [1.7135742836892531, -0.18414486913641914] Predicted: 2.7860594625129367 Movie Vector: [1.7164194312901853, -1.2727745356927342] User Vector: [1.7871470875733222, -0.2640828483558751] Predicted: 3.4036119123850765 Movie Vector: [2.152875164882131, -0.2300016892817816] User Vector: [2.2063546381987718, 0.10085092721569981] Predicted: 4.72681022187539 Movie Vector: [2.2512073633239194, -0.49999006309900396] User Vector: [2.009249026089642, -0.44670397717928867] Predicted: 4.7465837520208645 Movie Vector: [1.8563443333856622, -0.47565369105082617] User Vector: [1.9638331107641434, -0.3739109090512894] Predicted: 3.82340257089657 Movie Vector: [1.7344959296792941, 0.04227152437223523] User Vector: [2.0907338473126025, 0.1549124554218654] Predicted: 3.6329177338413676 Movie Vector: [2.1668153874310736, 0.22827708838432753] User Vector: [1.745971496551001, -0.6821422903409509] Predicted: 3.6274804488399197 Movie Vector: [1.809470322529084, -0.11395557745957424] User Vector: [1.6239897805755472, -0.310737707303795] Predicted: 2.97397160691624 Movie Vector: [1.6453273994271291, -0.9931332332233287] User Vector: [2.1041742460969055, -0.3406470736161168] Predicted: 3.800363469880601 Movie Vector: [2.009277557815982, -0.311041878847237] User Vector: [1.9267610701623208, -0.5836561443185667] Predicted: 4.052939281280237 Movie Vector: [2.216697996973734, -0.28445432862937076] User Vector: [1.910810457741773, 0.4124259126895497] Predicted: 4.118373378169191 Movie Vector: [1.6034573900363636, -0.3542609444409336] User Vector: [2.072707478427123, -0.1963349760814022] Predicted: 3.3930519377209927 Movie Vector: [1.3260550843943042, -0.677417768467481] User Vector: [2.155017796520112, -0.22640214627872415] Predicted: 3.0110411427440864 Movie Vector: [1.9513186322943243, -0.6719631960947794] User Vector: [1.9125786723509435, -0.39433752878307254] Predicted: 3.9970307052683283 Movie Vector: [2.072221618222664, 0.8310121397668885] User Vector: [1.520087346417558, 0.2810748980272054] Predicted: 3.383534513277535 Movie Vector: [1.7843564449666909, -0.4349318967303381] User Vector: [1.4828517225700757, -0.43957529162652853] Predicted: 2.8371213434407916 Movie Vector: [2.1069367720770544, -0.47044823846416656] User Vector: [1.740461927018155, -0.18531795154222833] Predicted: 3.7542257382934703 Movie Vector: [2.1526882485689653, -0.1946498885573337] User Vector: [1.913543416140804, -0.4132763779243985] Predicted: 4.199706625959185 Movie Vector: [2.3137292683076605, -0.5707722774409049] User Vector: [1.8440781648733824, -0.3874983179863316] Predicted: 4.487870920576203 Movie Vector: [2.2396073733519692, -0.3672287497275781] User Vector: [1.593274461511286, -0.11868152626316036] Predicted: 3.611892500279445 Movie Vector: [1.9996884823628271, -0.22264327722640032] User Vector: [1.8233820514965513, -0.03568939513552054] Predicted: 3.654142091219957 Movie Vector: [2.178658568857116, 0.19271004447191373] User Vector: [2.0164628061478918, -0.20317799752340077] Predicted: 4.35402953045732 Movie Vector: [2.002343101849257, 0.20749975752688238] User Vector: [1.8978733385456223, -0.4118594617222431] Predicted: 3.7147328491779286 Movie Vector: [1.8413360461715826, -0.40104521741542704] User Vector: [1.9378140034509013, -0.010505803394860121] Predicted: 3.5723800775368235 Movie Vector: [2.041796374537259, -0.14765150422421433] User Vector:
avg loss: 1.027101753412529: 93%|██████████████████████████████████████████▊ | 65233/70000 [01:44<00:06, 752.81it/s]
[2.1116742318536366, -0.3047944169673457] Predicted: 4.356612144946878 Movie Vector: [1.943712338669814, -0.3165036673501821] User Vector: [1.6612657478111552, -0.7206142514521717] Predicted: 3.4570997851594965 Movie Vector: [1.980081312287819, -0.20971654821821648] User Vector: [1.6429701962926937, 0.4790581428830667] Predicted: 3.1527481622037468 Movie Vector: [1.9626228771982275, -0.33710156583841266] User Vector: [2.3005880002161465, -0.34196300299959687] Predicted: 4.6304629040019 Movie Vector: [2.1748455311991184, -0.22899743920521837] User Vector: [1.9186936773846366, -0.4097018818066267] Predicted: 4.266683051771257 Movie Vector: [2.009761479231561, 0.10482984186596529] User Vector: [1.6451111205382458, 0.006723179371506078] Predicted: 3.306985748943587 Movie Vector: [1.8625636043388019, -0.30906925225514337] User Vector: [1.819506710803192, -0.27402505426148915] Predicted: 3.4736396960120044 Movie Vector: [1.724295339546373, -0.5670175212257212] User Vector: [2.116146884756277, -0.3478738573833697] Predicted: 3.8461127834935724 Movie Vector: [2.3461384806492283, 0.10487513982511788] User Vector: [1.8082565722878141, -1.2097401110722021] Predicted: 4.1155486638305625 Movie Vector: [1.8578654031599422, -0.5547597215114745] User Vector: [2.1886693484059103, -0.37172215449853535] Predicted: 4.272469540269207 Movie Vector: [1.8703345356674947, -0.16604096183298486] User Vector: [1.7527135248409216, -0.6648471215835622] Predicted: 3.3885524921811094 Movie Vector: [1.9810036730068366, -0.560815393332677] User Vector: [1.8093783095565152, -0.5332830449499746] Predicted: 3.8834584177016254 Movie Vector: [1.7044086617127763, -1.303817713279701] User Vector: [2.3724675874973102, -0.5850894308724882] Predicted: 4.806504269587519 Movie Vector: [1.9609440253412085, 0.5167397521455296] User Vector: [1.7989454045948698, -0.6764872876122454] Predicted: 3.17806336972498 Movie Vector: [1.7974037636714253, -0.4644314940723488] User Vector: [2.097962329122696, -0.48666401923432373] Predicted: 3.9969074839702547 Movie Vector: [1.205164845670848, 0.2725871407921742] User Vector: [1.9912501172474528, 0.05760183450102003] Predicted: 2.4154861596156016 Movie Vector: [2.1919779523078993, -0.6623445448366999] User Vector: [2.1354020614986817, -0.6836545993899098] Predicted: 5.1335691325763735 Movie Vector: [1.9372335420690987, -0.474583577869061] User Vector: [1.9194165522228672, -0.7296450412471032] Predicted: 4.064635680418231 Movie Vector: [1.5512972344446763, -0.29549305440497026] User Vector: [1.9716810824540332, -0.2973940661166249] Predicted: 3.1465412913765425 Movie Vector: [1.9200212936520682, -0.3655153164267892] User Vector: [1.9605210398596116, -0.5141317607261345] Predicted: 3.952165176390225 Movie Vector: [1.675045770846598, -0.9738600925147425] User Vector: [1.927651966055047, 0.3260946354039837] Predicted: 2.9113347216015515 Movie Vector: [1.8464998431875206, 0.12015519727511598] User Vector: [1.8804014234256579, 0.7653823087179359] Predicted: 3.564125595779955 Movie Vector: [1.0644868884783782, -1.3579621299867155] User Vector: [1.6807636346780896, -0.18746996758978599] Predicted: 2.0437279682428553 Movie Vector: [2.219382899499676, -0.4744592473817233] User Vector: [1.520126459358287, 0.08887006517175963] Predicted: 3.331577444740614 Movie Vector: [2.184803607852677, -0.11898447818649872] User Vector: [1.4704473266679092, -0.4471098711730166] Predicted: 3.265837759174926 Movie Vector: [1.6737160554093582, 0.11372822637351292] User Vector: [1.8481606274415145, -0.023428623800917037] Predicted: 3.090631619293046 Movie Vector: [2.055613980076066, -0.34476871252022145] User Vector: [2.1703312780427995, -1.3912906874905806] Predicted: 4.941036815608635 Movie Vector: [2.1784142505522084, -0.1837173950480072] User Vector: [1.458186044964714, -0.4188573420174616] Predicted: 3.253484640079676 Movie Vector: [1.8489731436073509, 0.15546384841585936] User Vector: [2.193569492480427, -0.6017237674824971] Predicted: 3.962304787656598 Movie Vector: [2.023413066047923, -0.09422122372879696] User Vector: [1.5801307161682312, -0.5815799374922785] Predicted: 3.2520543105651005 Movie Vector: [2.3057140303613037, -0.04510885658904959] User Vector: [1.6313941891451251, -1.4144880918387428] Predicted: 3.82533441144349 Movie Vector: [1.9944887324798446, -0.4399874556065328] User Vector: [1.8307179334380284, -0.07929819065028743] Predicted: 3.6862364997293553 Movie Vector: [1.3933569208569079, 0.7404210637511711] User Vector: [1.8842748730861731, -0.7411643901282258] Predicted: 2.076693709058162 Movie Vector: [2.090827488373348, -0.13639125397512483] User Vector: [1.6460736574829136, -1.4147752801124547] Predicted: 3.634619025500077 Movie Vector: [1.8784966346027892, -0.2884569532981973] User Vector: [2.0190867375674095, -0.11032941226600357] Predicted: 3.824672927612936 Movie Vector: [1.9697488040517586, -0.43301966111829243] User Vector: [1.6460224635993463, -0.0371153097192143] Predicted: 3.2583224379540563 Movie Vector: [1.9158378698675256, -0.7081318014958305] User Vector: [1.829530208345948, -0.254592538427187] Predicted: 3.6853683300996316 Movie Vector: [1.840075884623975, -0.2923365677532738] User Vector: [1.923301789286437, -0.7397024057613947] Predicted: 3.7552633037792402 Movie Vector: [1.3338188590223337, -0.4685812806368459] User Vector: [2.059809433613111, -0.7416743310236842] Predicted: 3.094947376391833 Movie Vector: [1.4793493969004579, 1.0236368478761149] User Vector: [1.5396237207285992, -0.2446708685985257] Predicted: 2.027187306014186 Movie Vector: [2.2429342601415674, -0.40337512237823436] User Vector: [2.0274396301820445, -0.2709486578864962] Predicted: 4.656707754937241 Movie Vector: [1.6853861040236287, -0.9270410448730432] User Vector: [1.7497709940650183, -0.5792254059346155] Predicted: 3.4860054441554316 Movie Vector: [1.7166294639716404, 0.026224142987476603] User Vector: [1.7816245185353043, -0.027949721409583655] Predicted: 3.0576561847612864 Movie Vector: [2.3407293985042736, -0.586101250741867] User Vector: [1.5666505122214516, 0.2997478795793438] Predicted: 3.4914223040098546 Movie Vector: [2.124078607019655, -0.6279314560350954] User Vector: [1.931167623510886, -0.7162458788466145] Predicted: 4.551705153251751 Movie Vector: [2.10078591059535, -0.6827727816179149] User Vector: [2.086500282605437, -0.09764990455637755] Predicted: 4.449963093109399 Movie Vector: [1.4963893491274556, -0.6191140365926298] User Vector: [2.2873357411088504, -0.905959549703769] Predicted: 3.9836371146805805 Movie Vector: [1.9280112426065872, -0.2410682393984021] User Vector: [1.8813707095417287, 0.008387535683272824] Predicted: 3.625281911047127 Movie Vector: [1.3669737332569822, 0.19028115614037272] User Vector: [1.9040878026676666, 0.004270961109030991] Predicted: 2.6036506954793612 Movie Vector: [2.1348380029964016, -0.6139600144288091] User Vector: [1.9150100656511067, -0.6699550589165774] Predicted: 4.499561881911692 Movie Vector: [2.3358735102279717, 0.23559774875493206] User Vector: [1.635044452548818, -0.6991938379263594] Predicted: 3.6545285305952087 Movie Vector: [1.5811269660735374, -0.6526766010695993] User Vector: [1.8643237068882028, -0.35249463799787145] Predicted: 3.1777974886748246 Movie Vector: [1.5721175388513018, -0.29973142877627995] User Vector: [1.9127322828484066, -0.6390047639488834] Predicted: 3.1985697798863173 Movie Vector: [1.9057612600734402, -0.16288507331769136] User Vector: [1.790611405827746, 0.29117222342313653] Predicted: 3.3650502401118065 Movie Vector: [2.0821557355686577, -0.4437847826538627] User Vector: [1.9924302127827733, -0.32274630672051957] Predicted: 4.291779894846235 Movie Vector: [1.7636075855384328, -0.17217372634431438] User Vector: [1.6138285215142416, -0.19923882901965703] Predicted: 2.8804639139255825 Movie Vector: [1.6128882691874808, -0.2154526762488715] User Vector: [1.9706362381367606, 0.10809560128970513] Predicted: 3.15512658473793 Movie Vector: [1.3194342082409591, -0.7373640580744559] User Vector: [1.7760923064449041, -0.24938326397805646] Predicted: 2.527323201659704 Movie Vector: [1.4434279246841426, -0.7651888147995285] User Vector: [2.063322399758494, -0.4484876260670527] Predicted: 3.3214348844802104 Movie Vector: [2.1115213021849577, -0.3223519998016865] User Vector: [1.9197231277874625, -0.15382145088815882] Predicted: 4.103120930926558 Movie Vector: [1.4182443652054713, -0.758933717134471] User Vector: [1.5759905513991042, -0.5756195242947163] Predicted: 2.671996784367008 Movie Vector: [2.3478288093757325, 0.26580075331164715] User Vector: [1.6308007613171445, -0.0923929961198575] Predicted: 3.8042828818028913 Movie Vector: [1.028474456124634, -1.1116188527962592] User Vector: [1.840588049060086, -0.027048963215703638] Predicted: 1.9230659301657418 Movie Vector: [2.1374114216370566, -0.4735531622155126] User Vector: [1.5292285647781851, -0.41354099665230665] Predicted: 3.464424247320991 Movie Vector: [2.0746924241691613, -0.4099840166025584] User Vector: [1.9458532104092061, -0.4106552320098057] Predicted: 4.2054089956394565 Movie Vector: [1.6651823732960804, -0.3679357298630025] User Vector: [2.045002104148068, -0.018052045284097862] Predicted: 3.411943449637883 Movie Vector: [2.169166375635315, 0.9574477319294583] User Vector: [2.0448326124960996, -0.6562874534692287] Predicted: 3.8072212130111835 Movie Vector: [1.613938659707457, 0.2869521661066354] User Vector: [1.8177934956359612, -0.5356653554703529] Predicted: 2.7800968639111376 Movie Vector: [2.110563744491471, -0.1406033395324069] User Vector: [1.5922309951124858, 0.09511234387488324] Predicted: 3.347131897960426 Movie Vector: [1.4701703347730555, -0.1350612258398629] User Vector: [1.859271614676239, 0.13677723191923652] Predicted: 2.7149726715726104 Movie Vector: [1.8731658790196042, 0.6050032645668919] User Vector: [1.9683184944257297, -0.6339650909202157] Predicted: 3.303436093173339 Movie Vector: [1.7501394655484672, -1.2132368304923662] User Vector: [1.4697811508540342, -0.9158622936376927] Predicted: 3.683479864129353 Movie Vector: [0.9765180396251233, -0.75213222741753] User Vector: [2.120080160358664, -1.219592262581508] Predicted: 2.9875911670381745 Movie Vector: [2.1043055276506184, -0.3217738222030069] User Vector: [1.4679045845040009, -0.03916605799347121] Predicted: 3.101522343416637 Movie Vector: [1.8869351240289485, -0.14013555624850457] User Vector: [1.6475499113362926, -0.09049680306070382] Predicted: 3.1215016161268534 Movie Vector: [2.102316241521992, -0.2598644813960068] User Vector: [1.8481605267423193, -0.5572186565360012] Predicted: 4.030219229515125 Movie Vector: [2.1609865704077196, 0.22449145915511726] User Vector: [1.688043741896613, -0.026301680754184244] Predicted: 3.6419353538086368 Movie Vector: [1.1107213792541981, -0.5950670330246675] User Vector: [2.1120787572705004, -0.5246205249146391] Predicted: 2.658115409593781 Movie Vector: [1.6938358875129087, -0.40239732208163953] User Vector: [1.8713729963360544, -0.1774809852377111] Predicted: 3.2412166132966376 Movie Vector: [2.183159999321439, -0.13288060112790018] User Vector: [2.1702179307642657, -0.36621255014562554] Predicted: 4.78659552005862 Movie Vector: [1.9971409379178953, -0.5261662406102442] User Vector: [2.14773976504355, -0.34013271597995853] Predicted: 4.468305361238362 Movie Vector: [2.016204838134627, -0.26559540802077175] User Vector: [2.0168656769734565, -0.1724898488396305] Predicted: 4.112226847563556 Movie Vector: [1.8979133596362117, -0.34066616261015426] User Vector: [2.182581159614215, 0.4289375676508604] Predicted: 3.996225426151162 Movie Vector: [1.4990981358638749, -0.9239190121230432] User Vector: [2.096303243976228, -0.4623240086793693] Predicted: 3.569714226629965 Movie Vector: [1.4694898475927587, -0.8093946774933559] User Vector: [1.4933030023826481, 0.09460437862064973] Predicted: 2.1178213208579666 Movie Vector: [1.9805734229736618, -0.47557375764401133] User Vector: [1.8143016752262506, -0.1348430062580414] Predicted: 3.657485474387856 Movie Vector: [1.4882869164906487, -0.24394948288999296] User Vector: [2.1777687821566705, 0.05591035460158265] Predicted: 3.227505483532294 Movie Vector: [2.027057467193394, 0.06267348515828093] User Vector: [1.6373202264778932, -0.42710561726429586] Predicted: 3.29217399370416 Movie Vector: [1.9100640499973236, -0.6185370368569968] User Vector: [1.9779182474869024, 0.6599152101866124] Predicted: 3.369768539672752 Movie Vector: [1.9776138526864513, 0.3031100256703213] User Vector: [1.9628746024591175, 0.4365542375883859] Predicted: 4.014131971071465 Movie Vector: [2.0315553073548367, -0.35287874791596713] User Vector: [1.7388641774125486, -0.47447455815842043] Predicted: 3.700030736392591 Movie Vector: [1.3145804474735874, -0.42394654206450255] User Vector: [2.097334245301775, -0.571604187469518] Predicted: 2.999444209397778 Movie Vector: [1.7392936865070352, 0.07651893180186203] User Vector: [1.722056891429537, -0.4981092663672333] Predicted: 2.957047890086295 Movie Vector: [1.717936927140131, -0.48397154597599606] User Vector: [1.4933553369385641, -0.4682481222067996] Predicted: 2.7921090462733336 Movie Vector: [0.917802790694154, 0.605347346468592] User Vector: [1.6922215106168208, -0.32431688458976343] Predicted: 1.356801259415421 Movie Vector: [2.201010654363733, -0.4755333307992779] User Vector: [2.116859795956284, -0.12523669821968894] Predicted: 4.718785188936732 Movie Vector: [1.8416284803294383, -0.7508165717904766] User Vector: [1.948261622878896, -0.22981426007795133] Predicted: 3.7605224467269185 Movie Vector: [2.192339654575689, -0.15431906239753332] User Vector: [1.8182797603108172, -0.3991289332727639] Predicted: 4.047880024400164 Movie Vector: [2.253047247949484, -0.501289122161129] User Vector: [1.4862294907072888, -0.5987461978665441] Predicted: 3.6486902197852538 Movie Vector: [1.8407731092872133, -0.6017997559208512] User Vector: [2.0672745068105933, 0.1242850598243944] Predicted: 3.7305886029849975 Movie Vector: [1.7367931306100068, -0.22531339779754095] User Vector: [2.5154260975528144, -0.1889411186256526] Predicted: 4.411345732208079 Movie Vector: [2.183017999628178, 0.22414818391672572] User Vector: [1.6144986143627353, -0.2657140526579337] Predicted: 3.4649202131841745 Movie Vector: [0.974337924118377, -1.5186159749934234] User Vector: [1.763347361528565, -0.43809784275531355] Predicted: 2.3833985903497354 Movie Vector: [2.073889526600233, -0.22296709457035543] User Vector: [1.5636672285868076, -0.03168559860432192] Predicted: 3.2499379343147208 Movie Vector: [1.3094123322504638, -0.08914102721507876] User Vector: [1.6637208552755147, -0.23302181009640222] Predicted: 2.1992684088355587 Movie Vector: [1.8749443985440586, -0.1474540086760352] User Vector: [2.0841546123419397, -0.5965518376258826] Predicted: 3.9956379759512752 Movie Vector: [1.8572329916873964, -0.2989351959256248] User Vector: [1.912586590696687, -0.1713524140078697] Predicted: 3.6033421831545773 Movie Vector: [1.924286025210945, -1.050906258737594] User Vector: [1.8164447804303903, -0.7412096060740962] Predicted: 4.274301120609258 Movie Vector: [1.4726037869512567, 0.16089384084195918] User Vector: [1.7602598910968708, 0.3528530747569209] Predicted: 2.6489372680981944 Movie Vector: [2.228746177769547, -0.4343428497427916] User Vector: [1.8132313269423874, 0.5392981012968505] Predicted: 3.8069921151567 Movie Vector: [2.182414477905617, -0.23205810964037543] User Vector: [2.10328013834171, -0.6908910107616004] Predicted: 4.7505558869331415 Movie Vector: [1.6083866340168442, -0.948021773359433] User Vector: [1.85481351022327, -0.31902057878346407] Predicted: 3.2856957132734252 Movie Vector: [1.8586347719033842, -0.7528226105425827] User Vector: [1.3046882743578867, -0.1787192392304357] Predicted: 2.5594828774478318 Movie Vector: [1.3579707979990643, -0.09594215707310966] User Vector: [2.222442693736279, 0.16801401505672187] Predicted: 3.001892651297189 Movie Vector: [1.9766027556716976, 0.3028851520661437] User Vector: [1.9643371183562877, -0.2363681055104511] Predicted: 3.8111217716301207 Movie Vector: [0.696430603597831, -0.25187722697255405] User Vector: [1.73156150864529, -0.7587259728607] Predicted: 1.3970182207088166 Movie Vector: [1.7038794500656764, -0.4488027915346479] User Vector: [1.817378029380703, -1.2861782178853023] Predicted: 3.673833451860617 Movie Vector: [2.095390032724126, 0.5453081607066878] User Vector: [1.3834156876848014, -0.026246681550269137] Predicted: 2.884482913448094 Movie Vector: [2.1072512686203244, -0.13592774971490573] User Vector: [2.2132001257529974, -0.47078192453613954] Predicted: 4.727761100312316 Movie Vector: [1.771688015541709, 0.6052217906611188] User Vector: [2.1139416606003776, 0.1554780546995771] Predicted: 3.8393438123138135 Movie Vector: [2.0371798244139527, 0.025879193955399463] User Vector: [1.627475598682487, -0.03303806030315415] Predicted: 3.3146054559914857 Movie Vector: [1.7233829484718304, -0.9215384541677427] User Vector: [2.193760103823345, -0.6676650713306918] Predicted: 4.395967793702827 Movie Vector: [1.667294255848173, 0.10100929816634825] User Vector: [1.7651643443743519, 0.02709750112145305] Predicted: 2.9457854715737026 Movie Vector: [2.278102445867145, -0.2712009021707396] User Vector: [1.3158615656640305, -0.04382709066360754] Predicted: 3.009553397689288 Movie Vector: [1.8775458999744856, -0.5963343744079773] User Vector: [1.724270715971795, -0.13439330464922702] Predicted: 3.3175407604715317 Movie Vector: [2.071503979390552, -0.5325176973920378] User Vector: [1.947769273928761, -0.5858258849580184] Predicted: 4.346774453208571 Movie Vector: [1.9420698876319105, -0.4382506468996691] User Vector: [1.8305997539827674, -0.6416070931822065] Predicted: 3.8363373821588347 Movie Vector: [1.853260016164064, -0.20799437792187817] User Vector: [1.7096617471888929, 0.4495175118005868] Predicted: 3.074950641998416 Movie Vector: [2.3080458306133957, -0.3685370017004951] User Vector: [1.458867683204776, -0.6733145609772906] Predicted: 3.615274803141263 Movie Vector: [2.0260467172972976, -0.461968900012917] User Vector: [2.06751669685067, 0.32318162167077225] Predicted: 4.039585558344014 Movie Vector: [1.6608193823663522, -0.724848691046469] User Vector: [1.5920800045682852, -0.20837370637744684] Predicted: 2.7951967381811125 Movie Vector: [1.6592424115243467, -0.41721267337836715] User Vector: [1.5664160793337971, -0.5497057158829167] Predicted: 2.828408184219203 Movie Vector: [2.129213092258336, -0.14059936954644206] User Vector: [1.9099880985870625, 0.2227699652338504] Predicted: 4.035450348903417 Movie Vector: [1.8254547264419885, 0.11062647675004725] User Vector: [1.923836379442558, 0.007019940061172134] Predicted: 3.512652802990424 Movie Vector: [2.2554426411088975, -0.168170741468646] User Vector: [1.5447736020239695, -0.029654315372220734] Predicted: 3.489135241068138 Movie Vector: [2.199688246081368, 0.11029877685847496] User Vector: [1.7004975348089706, -0.27424098418434184] Predicted: 3.710315994689637 Movie Vector: [1.865098726730222, -0.267367101550235] User Vector: [1.7988249298548236, -0.2620873604335846] Predicted: 3.4250596241948914 Movie Vector: [1.6476826903854156, -0.630193186074262] User Vector: [2.321345082389149, 0.16102645058109322] Predicted: 3.723362338729978 Movie Vector: [1.4326903049842503, 0.2841737794241687] User Vector: [2.1834224162882205, -0.11416205125423802] Predicted: 3.0957262659296867 Movie Vector: [2.0743187038325055, 0.25486830874182126] User Vector: [1.9671596668630535, 0.30694289982939066] Predicted: 4.1587461081587795 Movie Vector: [1.9732841285910945, -0.20509226117733542] User Vector: [2.0200153045561424, -0.36274367583922] Predicted: 4.060460060697386 Movie Vector: [1.7835566273721084, -0.3689806663893353] User Vector: [1.8499056626401025, -0.4369518900055824] Predicted: 3.4606383041692856 Movie Vector: [1.3333881275533732, 1.5789516308310008] User Vector: [1.7087732561286229, -0.11047161301079028] Predicted: 2.1040286388787064 Movie Vector: [1.3613931215418094, -0.26601260915009667] User Vector: [2.4726238847165187, -0.48895206316860945] Predicted: 3.496280562885861 Movie Vector: [1.9818184583678327, -0.3621685506172786] User Vector: [1.9702857012142658, -0.31802648817595613] Predicted: 4.01992776320523 Movie Vector: [1.5038304293236981, -0.6529315825653476] User Vector: [1.8306471344186899, 0.45130652855596715] Predicted: 2.4583105801809353 Movie Vector: [2.0871630518987003, 0.33172890764565494] User Vector: [1.9496234866055668, 0.1392096751408399] Predicted: 4.115361979825237 Movie Vector: [1.6784028503388901, 0.873976505588518] User Vector: [2.0494444195080277, -0.5561599245608849] Predicted: 2.9537226478973095 Movie Vector: [1.4504159812535111, -1.1590872491837345] User Vector: [1.7056719794091932, -0.6068286219159686] Predicted: 3.17730121581394 Movie Vector: [2.1567469491927125, -0.09959138882005494] User Vector: [1.6798390851104241, -0.3752574146850871] Predicted: 3.6603602290400956 Movie Vector: [2.010653257059216, -0.06527313849819148] User Vector: [2.2564902751392797, -0.15637306960741343] Predicted: 4.547226482261111 Movie Vector: [1.7885468570586165, -0.3399047794063612] User Vector: [1.7216983945816182, -0.147792515306099] Predicted: 3.1295736347448497 Movie Vector:
avg loss: 1.0266855612279187: 93%|█████████████████████████████████████████▉ | 65310/70000 [01:44<00:06, 756.24it/s]
[1.151895631512662, -0.6941234390461369] User Vector: [1.853575519165039, -0.46146891587056854] Predicted: 2.4554419341019944 Movie Vector: [1.7836858162998666, -0.5045873988307783] User Vector: [1.8760528236682958, -0.24509913501604888] Predicted: 3.469962747199876 Movie Vector: [1.4484024318916626, -0.18511243226142368] User Vector: [1.70009396034421, -0.28641724969679455] Predicted: 2.5154396203398828 Movie Vector: [1.7460317335069269, -0.11613376224871254] User Vector: [2.288250531063065, -0.6180244476323705] Predicted: 4.067131545715419 Movie Vector: [1.9777687294409951, -0.32497237365892084] User Vector: [1.81745585182865, -0.3354341645653573] Predicted: 3.703514187551352 Movie Vector: [1.6406502586303533, -1.1611631713583512] User Vector: [1.8009212510066304, -0.001353177212648951] Predicted: 2.956253175780577 Movie Vector: [2.0424620389053683, -0.21751486481686055] User Vector: [1.9799608420998436, -0.20327773371145008] Predicted: 4.0882107872765605 Movie Vector: [1.5565794465878018, -0.19602357977290713] User Vector: [1.9551570455861447, 0.3054681564451352] Predicted: 2.9834783104777167 Movie Vector: [1.8138533576035085, -0.6068017779399884] User Vector: [1.5763240918841241, -0.7290959400048945] Predicted: 3.301637459419117 Movie Vector: [1.6712856187229845, 0.5852331134518561] User Vector: [1.7594149518662943, 0.34310246867605454] Predicted: 3.141279832396635 Movie Vector: [0.9496953587792077, -1.5124936108180016] User Vector: [1.3788906093165967, -0.5807168694440089] Predicted: 2.1878565666605008 Movie Vector: [1.3701939382643735, -0.7450583580614638] User Vector: [1.79736542496436, -0.6534872212360854] Predicted: 2.949625326200442 Movie Vector: [1.5403983002206676, -0.20061110716109054] User Vector: [1.9162439971180771, -0.5386320114801096] Predicted: 3.059834560144174 Movie Vector: [1.6086295195946996, 0.11092090061348378] User Vector: [1.6448084426766625, -1.2879921244289843] Predicted: 2.5030221685435285 Movie Vector: [1.643658469976959, -0.060261538061293474] User Vector: [1.741058040514054, -0.3178892447048946] Predicted: 2.880861289831472 Movie Vector: [2.088871999545663, -0.637643182930241] User Vector: [2.173297073698553, -0.12265227217284466] Predicted: 4.6179477891653535 Movie Vector: [2.2696738761194637, 0.02477777818973196] User Vector: [2.1262018795769633, -0.12551173102895818] Predicted: 4.82267495960029 Movie Vector: [1.2135614860685304, -0.1530703337090355] User Vector: [1.893617908098743, -0.2084325253322019] Predicted: 2.3299265988067095 Movie Vector: [2.047586277293607, 0.42969944321395215] User Vector: [1.7096787502558106, -0.2491993010602919] Predicted: 3.3936339466893686 Movie Vector: [1.768026772673837, -0.2505635087754785] User Vector: [2.051217035610156, -0.46497916171259634] Predicted: 3.7431134457896076 Movie Vector: [1.534458254437166, -0.05934996987783324] User Vector: [1.6125765580992604, 0.2544131716335338] Predicted: 2.4593319964143103 Movie Vector: [2.2081362983853694, -0.3256771192505966] User Vector: [1.5572292225913027, -0.1937132731738179] Predicted: 3.5016623520781387 Movie Vector: [1.4920426930731172, -0.2715256986249107] User Vector: [1.796961356892795, -0.809434047279616] Predicted: 2.9009252074650353 Movie Vector: [1.8687377908741456, -0.4007238616911872] User Vector: [1.7557652550457041, 0.15768168273616093] Predicted: 3.2178780711836907 Movie Vector: [1.9944641718921494, -0.5828868488327209] User Vector: [1.6345767343116993, -0.42587728385027196] Predicted: 3.5083430007660805 Movie Vector: [1.8282836771894468, -0.5404551680854304] User Vector: [1.9902654249055725, -1.402241099633999] Predicted: 4.396618238828369 Movie Vector: [2.3735705429188045, -0.27438063555162434] User Vector: [1.8439368259255846, 0.1250203492474843] Predicted: 4.342410970136756 Movie Vector: [1.993050890671985, -0.2891467408840861] User Vector: [1.7667397460754068, -0.3271008680458868] Predicted: 3.61578237443701 Movie Vector: [1.4927411864626818, -0.49782713851559174] User Vector: [1.9111172786863013, 0.093614527882271] Predicted: 2.8061996215164022 Movie Vector: [1.9118761156370774, -0.56055838807332] User Vector: [2.133262351316301, 0.09240901702805239] Predicted: 4.026732688240743 Movie Vector: [1.9734807352138328, -0.3575476807403685] User Vector: [1.901805223796853, -0.06805276134158394] Predicted: 3.7775080782777826 Movie Vector: [1.8577516525193967, 0.5734900218449234] User Vector: [1.9467890904192928, -0.33787272539363933] Predicted: 3.4228840131663723 Movie Vector: [2.103210808174517, -0.3956307045891276] User Vector: [1.9174406587419335, 0.0688459099051474] Predicted: 4.0055443616554465 Movie Vector: [2.0857233378643207, 0.1501785607247044] User Vector: [1.7775356394290147, -0.09128744720442425] Predicted: 3.6937381496092816 Movie Vector: [1.7658889586159914, -0.40051161094676285] User Vector: [1.7384784168792402, -0.5130557964012179] Predicted: 3.2754446446814853 Movie Vector: [2.269766841261276, -0.5041162776703871] User Vector: [1.9974568089154874, -0.4681350095601672] Predicted: 4.769755710194596 Movie Vector: [2.16843392641373, -0.10678707929834638] User Vector: [2.0156463442227532, -0.306001952491954] Predicted: 4.403472971230633 Movie Vector: [2.1178805044460796, -0.5464662534122955] User Vector: [2.2902145591093133, -0.3416506451900596] Predicted: 5.037101313789093 Movie Vector: [1.8720561124872492, -0.571295028456597] User Vector: [2.254815523124629, -0.17886133293982132] Predicted: 4.323323772888237 Movie Vector: [2.0522042217245713, -0.37352961217506797] User Vector: [1.8029333601093793, -0.3773483344762952] Predicted: 3.8409382301363735 Movie Vector: [1.722774055811548, -0.2748686872971469] User Vector: [1.4329567326152615, -0.5868933376287666] Predicted: 2.6299792833475184 Movie Vector: [2.35055658892226, -0.27594099951082307] User Vector: [1.7876954809179793, -0.06356735638216438] Predicted: 4.21962023151466 Movie Vector: [1.5398263620440193, -0.08085534154953118] User Vector: [1.825299455282834, -0.26130310453655053] Predicted: 2.8317719716343523 Movie Vector: [1.536219030092081, -0.1994363670553082] User Vector: [2.0953144407576456, -0.5575274952014525] Predicted: 3.330053176095065 Movie Vector: [1.894129247082242, -0.21855092626496636] User Vector: [2.213911106818771, -0.6026284376861094] Predicted: 4.325138781115561 Movie Vector: [1.7233408990854249, -0.10406022893579953] User Vector: [1.7851527575107498, -0.3801204492195811] Predicted: 3.1159821791023696 Movie Vector: [1.63900794343897, -0.32278421603728946] User Vector: [2.093562195636369, -0.22279234900366562] Predicted: 3.5032789224437937 Movie Vector: [1.8129350429228375, -0.6217767489459989] User Vector: [1.6226226320940456, 0.005550172170516488] Predicted: 2.9382584631547117 Movie Vector: [2.298825106545862, -0.2284073926823021] User Vector: [2.101894810168052, -0.5236900428072503] Predicted: 4.951503238184054 Movie Vector: [1.3251877982298386, -0.6773266530022677] User Vector: [2.193750689867722, 0.3850141260825445] Predicted: 2.646351317192913 Movie Vector: [1.823839242531527, -0.13714848163096444] User Vector: [2.120521841383386, -1.2199324534632452] Predicted: 4.034802832645055 Movie Vector: [1.8055641393601436, -0.34057456570842043] User Vector: [1.8344530627818125, -0.4499458708788062] Predicted: 3.4654627850650694 Movie Vector: [1.8783899940632, -0.1619785633851636] User Vector: [1.8148316328480607, -0.3795139850263647] Predicted: 3.4704347101303257 Movie Vector: [1.2139483467340193, -0.47544817127491995] User Vector: [1.97181292153743, -0.766075681985672] Predicted: 2.7579083182274147 Movie Vector: [2.0079012179087, 0.3260693460756278] User Vector: [2.102356898326678, -0.3125735487996302] Predicted: 4.11940432397126 Movie Vector: [1.7452501872422372, -0.9249187495567989] User Vector: [1.8840791678828215, -0.3613623796160381] Predicted: 3.6224203608180283 Movie Vector: [2.0148524366657052, -0.5874208377822963] User Vector: [2.4776608891980714, -0.7434245106843771] Predicted: 5.428824128726163 Movie Vector: [2.138790642444642, -0.10228683410463302] User Vector: [1.775589922603792, -0.43434087870016247] Predicted: 3.842042464688461 Movie Vector: [1.9113162653653688, -0.44887360693649014] User Vector: [2.136687051206899, 0.19564441243733874] Predicted: 3.996065101879594 Movie Vector: [1.8805117317285203, 0.09065958504898976] User Vector: [1.9020696738407963, 0.1762151991805836] Predicted: 3.592839933059694 Movie Vector: [1.9097545071770248, -0.329243128528279] User Vector: [1.903720722444568, -0.16072334170281402] Predicted: 3.6885562859445695 Movie Vector: [2.1570629779870707, -0.5077149836697507] User Vector: [1.716394398338982, -0.5146444188577027] Predicted: 3.963663494997478 Movie Vector: [1.5276955186941898, -0.9961954895701897] User Vector: [1.6803370389505525, -0.5270600256580581] Predicted: 3.0920981845939295 Movie Vector: [2.359462760920055, 0.26514163193680484] User Vector: [1.7647373841092506, -0.42204547934943487] Predicted: 4.051930313462988 Movie Vector: [1.805092435113684, -0.5210099551692771] User Vector: [2.0555054718109242, -0.27599609173370265] Predicted: 3.8541740888817553 Movie Vector: [1.9270048981929881, -0.31906078158266055] User Vector: [1.6856258409987537, -1.2903657607797652] Predicted: 3.6599143602871695 Movie Vector: [1.993381873892592, -0.29280858677672256] User Vector: [2.289673281619415, -0.15745031103139331] Predicted: 4.610296019776968 Movie Vector: [2.003224352472453, -0.4772572259832968] User Vector: [2.2188012973369657, 0.9955054473142807] Predicted: 3.969644623886407 Movie Vector: [1.883463680584096, -0.8861918693319043] User Vector: [2.0281198129580633, -0.22454608818520927] Predicted: 4.018880925219539 Movie Vector: [1.369145377755732, -0.6151653962280171] User Vector: [1.7764075602752059, -0.5603809934940096] Predicted: 2.7768871960625274 Movie Vector: [2.007758348134538, -0.41154213500508646] User Vector: [2.22470071340837, -0.9118413534672609] Predicted: 4.841922566838362 Movie Vector: [1.898704069772254, 0.5663825725085907] User Vector: [2.1259202264630743, -0.5320360677852173] Predicted: 3.735157429257045 Movie Vector: [1.624077625554398, -0.5454778567394355] User Vector: [2.02324026430622, 0.24746142956533104] Predicted: 3.150914514155525 Movie Vector: [1.8999765114321074, 0.43880076947643104] User Vector: [2.098164936445913, -0.48671637097839676] Predicted: 3.772892578255578 Movie Vector: [1.7391100821545675, -0.4215191037818247] User Vector: [1.9128844350727845, -0.5381944847304463] Predicted: 3.5535758638955226 Movie Vector: [2.0955003695187817, -0.48871130907938] User Vector: [1.7684591171675075, 0.027297107571416443] Predicted: 3.692466328328063 Movie Vector: [1.7039376710007916, 1.000904107829512] User Vector: [1.8503053683663986, -0.27427426696402823] Predicted: 2.8782827795382793 Movie Vector: [1.9327114531964904, -0.47286455563902124] User Vector: [1.8498000906847742, -0.1581582589822622] Predicted: 3.6499172562446587 Movie Vector: [1.722511828213959, -0.5756559245813168] User Vector: [2.25588120611289, -0.6625587198094991] Predicted: 4.267187913016375 Movie Vector: [1.9683631080323805, -0.28241263970856717] User Vector: [1.8983460538058472, -0.28508476318392517] Predicted: 3.817145879101746 Movie Vector: [1.7397083106978612, -0.4085904003099207] User Vector: [2.0270080629461997, -0.2954395712108044] Predicted: 3.647116545627491 Movie Vector: [2.050567839013125, -0.35806659563588655] User Vector: [1.3906556815033024, -0.54340192664436] Predicted: 3.046207893567079 Movie Vector: [1.5129534870067485, -1.3482377528056777] User Vector: [1.8126486620882227, -0.3609624331890826] Predicted: 3.2291162937946125 Movie Vector: [1.9442871742892516, -0.4508548785294769] User Vector: [1.516314461077634, -0.5371077796512647] Predicted: 3.1903084216144704 Movie Vector: [2.0146559246935447, 0.1030008455434049] User Vector: [2.1524471621874306, 0.09643975778347144] Predicted: 4.346373804486413 Movie Vector: [2.1531295366584278, -0.5326484077449899] User Vector: [1.8745455761242513, 0.13537404760255814] Predicted: 3.964032676860018 Movie Vector: [2.090706322883026, -0.17746044749786088] User Vector: [2.1304003477292284, 0.009540035803212797] Predicted: 4.452348498246911 Movie Vector: [1.3970300869101762, -0.27222451737747266] User Vector: [1.9364182355632429, -0.7719840710334374] Predicted: 2.915387527083541 Movie Vector: [1.5283331547956749, 0.04287885274364843] User Vector: [2.063668370710419, -0.12600566580229408] Predicted: 3.148569813071103 Movie Vector: [1.2834898956970038, -0.3509382878733465] User Vector: [1.7340090946008944, -0.36173182254689945] Predicted: 2.352528698440872 Movie Vector: [1.6606389525767609, -0.9956120373350199] User Vector: [1.5884443771893264, -0.4427177367730548] Predicted: 3.078607714635098 Movie Vector: [1.3238450904771142, -0.26785123543993183] User Vector: [2.0300434785689045, -0.45132239651133294] Predicted: 2.8083503540457984 Movie Vector: [2.1526373738398887, 0.1953319298251407] User Vector: [2.1235322125256015, -0.2465363704894355] Predicted: 4.523038380215732 Movie Vector: [1.5242922146993725, -0.31057641694403465] User Vector: [2.106069164309619, -0.6207744061331203] Predicted: 3.403062721562951 Movie Vector: [1.4082397220974934, -0.5356698192818413] User Vector: [1.891380797523037, -0.2552132839005859] Predicted: 2.800227622349729 Movie Vector: [1.8858142731117822, -0.5487028138517757] User Vector: [2.0741943709228408, -0.564716048218606] Predicted: 4.221406634579211 Movie Vector: [1.870133139643441, -0.7017716532824816] User Vector: [1.6521491368732841, -1.367504901939115] Predicted: 4.049415028405747 Movie Vector: [1.9264202698874098, 0.5707038884628262] User Vector: [1.7972052379433292, -0.7307023554107319] Predicted: 3.0451579239800037 Movie Vector: [2.142133956957296, -0.20615822565372038] User Vector: [2.2023862938338348, -0.13153196557677466] Predicted: 4.744922862998841 Movie Vector: [1.6041058227044556, -0.5248394594510725] User Vector: [2.1413906217635987, -0.03934988037292589] Predicted: 3.455669535000094 Movie Vector: [2.0555800630273837, -0.17761774458852883] User Vector: [2.0855275986569994, -0.3114870615649573] Predicted: 4.342294582036379 Movie Vector: [2.0922114936327416, 0.3455673223731088] User Vector: [1.9910711948900675, -0.30931764783004273] Predicted: 4.058851967266699 Movie Vector: [2.4049871979092314, -0.15989402467943453] User Vector: [1.6739195834139304, -1.4165917574531006] Predicted: 4.252259725866947 Movie Vector: [1.5358176094254186, -0.2468031273029137] User Vector: [2.131399406828079, 0.09295522875738299] Predicted: 3.2504991005689754 Movie Vector: [2.334072956522758, -0.6818514003115721] User Vector: [2.005661342481598, 0.09151652661828437] Predicted: 4.618959227603099 Movie Vector: [0.9207212056336886, -1.7521275935163294] User Vector: [1.6431381109821808, -0.3206002567566095] Predicted: 2.074604658917851 Movie Vector: [1.5195118493428301, -0.47740985853929424] User Vector: [1.8199592721069895, -0.4307566063990597] Predicted: 2.971097129813764 Movie Vector: [1.3845773184127241, 0.40313489928103147] User Vector: [1.4284055241631421, -0.42630418292530375] Predicted: 1.8058797964050504 Movie Vector: [1.5690448090067948, -0.6503921825613009] User Vector: [2.1469156248172236, -1.9898472349510592] Predicted: 4.662787902598433 Movie Vector: [2.2811645762858728, -0.09220947727912226] User Vector: [1.5028274426381942, -0.5339803156939604] Predicted: 3.477434772204019 Movie Vector: [1.8702217335963969, -0.23641902474485105] User Vector: [1.8792426304822658, -0.6420935606862889] Predicted: 3.6664035436411977 Movie Vector: [1.9319426952299026, 0.13270425435704436] User Vector: [2.0499924307130906, -0.22324269513954073] Predicted: 3.930842646393598 Movie Vector: [2.063770950157343, 0.12459675146791654] User Vector: [2.0478051523245764, -0.06678882689164427] Predicted: 4.217879114084941 Movie Vector: [1.1830872669626573, -1.3633493536511312] User Vector: [1.9096771902328682, -0.32046521012633605] Predicted: 2.696220804866945 Movie Vector: [2.14591375847876, -0.08765802462119862] User Vector: [1.933805553261776, 0.07966006249263899] Predicted: 4.14279709924777 Movie Vector: [2.0823337988771957, -0.20258681206651302] User Vector: [1.8625718538541551, -0.6745999130050241] Predicted: 4.015161369913899 Movie Vector: [1.9617524618839728, -0.13491486092949992] User Vector: [1.7924476388571362, -0.993825735970946] Predicted: 3.650420429282779 Movie Vector: [1.312100207754126, -0.21239818377159247] User Vector: [1.8552415452175943, -0.27995480534552875] Predicted: 2.493724709107611 Movie Vector: [2.201538001338537, -0.23833985508789834] User Vector: [1.9792055182446822, 0.05771132045001413] Predicted: 4.343541253121613 Movie Vector: [2.0316943635001525, 0.13739132286513336] User Vector: [1.830974375981552, -0.014534077289753455] Predicted: 3.717983463289465 Movie Vector: [1.7589731710719525, -0.8036421191925034] User Vector: [2.188894548580393, 0.1810825181720114] Predicted: 3.7046812466060937 Movie Vector: [1.5183468512193907, -0.5576846396091095] User Vector: [1.9558499197821246, 0.11526070632197363] Predicted: 2.9053794416926255 Movie Vector: [1.6930933192347102, -0.36650645620500577] User Vector: [2.0911603587083034, -0.3091457899931518] Predicted: 3.6538335607185752 Movie Vector: [2.2528332013426837, 0.08356145789074951] User Vector: [1.9858685270159782, -0.3258088594204202] Predicted: 4.446605487876194 Movie Vector: [2.062657271485, -0.37571740291906763] User Vector: [2.112797606314429, -0.31558822696630234] Predicted: 4.476549334868171 Movie Vector: [2.047893458053307, -0.06785385626436205] User Vector: [1.9449031929387397, 0.703847698460156] Predicted: 3.9351957448029165 Movie Vector: [2.4014073054245024, -0.2777491629551512] User Vector: [1.6318152229471448, -0.4737046383610856] Predicted: 4.05022406428095 Movie Vector: [1.8693411439309724, -0.11184746089005086] User Vector: [1.5964359968465116, -0.2769088276440309] Predicted: 3.0152550418276656 Movie Vector: [1.1957303455508268, 0.26867952720729743] User Vector: [1.9612515553765681, -0.16720442631066418] Predicted: 2.300203593814404 Movie Vector: [2.416060071611991, 0.20130758036421298] User Vector: [1.8112697327044165, 1.048470104888582] Predicted: 4.587201460005796 Movie Vector: [2.0144877167214132, -0.19806350645819568] User Vector: [1.8388833571382854, -0.752978478057678] Predicted: 3.853545493090171 Movie Vector: [2.0501942209193547, -0.32479632850043205] User Vector: [2.0166671227009316, -0.45374243550175775] Predicted: 4.2819331576153274 Movie Vector: [2.11855823861634, -0.4010402193345753] User Vector: [1.7250037061498475, -0.09915417094765687] Predicted: 3.694285623772266 Movie Vector: [1.9024769440186304, -0.3319116269118009] User Vector: [1.7713967291936645, -0.6282472423974962] Predicted: 3.5785640003279657 Movie Vector: [1.88044169769696, -0.38766391738437417] User Vector: [1.321324842817986, -0.20834510631314868] Predicted: 2.5654422107190418 Movie Vector: [2.2958747586781882, -0.09488400718441514] User Vector: [1.9152347756687012, -0.6250899538338489] Predicted: 4.4564502180709304 Movie Vector: [1.703920199641654, -0.148982773066625] User Vector: [1.6759408147890154, -0.20437161685209648] Predicted: 2.8861172579376304 Movie Vector: [1.0993673007701015, -1.0410918321407552] User Vector: [2.05304917013863, -0.2547918992639952] Predicted: 2.522316889742978 Movie Vector: [1.819038076924128, 0.13418238360031687] User Vector: [2.205907505370735, -0.31863758550899357] Predicted: 3.9698741957138353 Movie Vector: [2.2975622147365815, -0.26105686424299385] User Vector: [2.107623662519152, -0.3624026763873316] Predicted: 4.937004196179673 Movie Vector: [1.8398550359475265, -0.9430637584471497] User Vector: [2.070951901410655, 0.1809163188421729] Predicted: 3.639635661403777 Movie Vector: [1.9116227240570274, -0.44884554623820866] User Vector: [1.955464362400882, -0.21667251496177933] Predicted: 3.8353626045820386 Movie Vector: [2.0452813240675733, -0.24160585634315973] User Vector: [1.4382023521710228, -0.4234517288082898] Predicted: 3.043836828684166 Movie Vector: [2.3984199949123397, -0.2768819674381976] User Vector: [1.4912676977492514, -1.0556705157360808] Predicted: 3.868982393412199 Movie Vector: [1.682553383182663, 0.051982767747009884] User Vector: [1.8382528424267388, -0.22280208446296135] Predicted: 3.081376670160068 Movie Vector: [2.140915705130196, -0.47391801377034726] User Vector: [1.8496372299888586, -0.7540357938939128] Predicted: 4.31726854023061 Movie Vector: [2.0023725838515345, -1.061752223394948] User Vector: [1.7940343379866437, -0.7316417376231672] Predicted: 4.369147414522634 Movie Vector: [2.045368440164537, -0.32020128580601337] User Vector: [2.1442493884222573, -0.5265684869928015] Predicted: 4.554387933521017
avg loss: 1.0266949102304779: 94%|██████████████████████████████████████████ | 65472/70000 [01:44<00:06, 746.67it/s]
Movie Vector: [1.7862721335286607, -0.22560735099831755] User Vector: [1.7000675443642888, -0.4255249391532203] Predicted: 3.1327848339205073 Movie Vector: [1.9982578755145526, 0.45621227683581267] User Vector: [1.717956884958013, -0.5447247480523763] Predicted: 3.1844107576040086 Movie Vector: [1.9781190856929776, 0.06863609707280506] User Vector: [1.7465017192171692, -0.4939970996521314] Predicted: 3.4208823510936726 Movie Vector: [1.9606487848390115, -0.08276604691891085] User Vector: [1.675419500475126, -0.6513207660905124] Predicted: 3.338816452787648 Movie Vector: [1.7733243455000656, -0.6952377778674083] User Vector: [1.9920469819443678, -0.1970233265337786] Predicted: 3.6695234701892656 Movie Vector: [1.8148706695594754, -0.02338202194005031] User Vector: [1.8426198003289425, 0.3196402269561883] Predicted: 3.3366427959669225 Movie Vector: [1.9013709961923495, -0.39096402707638744] User Vector: [1.7136354682393957, -1.1677973340148375] Predicted: 3.714823525872393 Movie Vector: [1.6117577958946967, -0.8875656349302056] User Vector: [1.702539322458659, -0.12749111549057818] Predicted: 2.857237758658374 Movie Vector: [1.276854003878425, 0.020757720980599706] User Vector: [2.1125234152317276, -0.313770282955918] Predicted: 2.6908708250399536 Movie Vector: [1.3172447437426615, 0.258319945754091] User Vector: [1.6479516044402536, -0.17224335308115557] Predicted: 2.1262616952667828 Movie Vector: [1.9468467894502635, -0.3175373554251779] User Vector: [2.0392913700121773, -0.45319350602868763] Predicted: 4.114093723862051 Movie Vector: [1.32631470203581, -1.7160078572446424] User Vector: [1.5174617529679875, -0.4238563814156051] Predicted: 2.7399727135909346 Movie Vector: [2.426875839538698, -0.5696188171474332] User Vector: [1.776111930444043, -0.1668713798784028] Predicted: 4.405456210333179 Movie Vector: [2.009268340940889, -0.2552305906192996] User Vector: [1.9491951734084167, -0.3271691371770532] Predicted: 3.9999597243584235 Movie Vector: [1.9181431130667923, -0.15084931291976386] User Vector: [1.7075565885401776, -0.3740598374837111] Predicted: 3.3317645799554643 Movie Vector: [1.9160335129814032, -0.3044973063686176] User Vector: [1.5338811442674223, -0.8129426474408439] Predicted: 3.186506523724553 Movie Vector: [1.87432050584135, -0.2865790008610891] User Vector: [1.6537254706953035, -0.9272163582649627] Predicted: 3.3653322982899763 Movie Vector: [1.4702276058047168, -0.24441312369180052] User Vector: [1.958536772180742, -0.5568583132654242] Predicted: 3.0155983092427396 Movie Vector: [2.443313353930588, 0.21708339290897025] User Vector: [1.5882664163317903, -0.4418761802873627] Predicted: 3.784708564160505 Movie Vector: [2.263218365983384, -0.6061576622287926] User Vector: [1.7062265696808703, -1.1218153720851274] Predicted: 4.541560292426018 Movie Vector: [2.1970655541023336, -0.11734797596410226] User Vector: [1.107472966713977, 0.3156024237174266] Predicted: 2.3961554016341946 Movie Vector: [0.9562668862579857, -1.1746947637282017] User Vector: [1.6121184558331416, 0.13957550556044715] Predicted: 1.3776568805120166 Movie Vector: [1.8344234158745092, 0.14074781052839969] User Vector: [1.995011043017038, -0.1764618623538578] Predicted: 3.634858351470613 Movie Vector: [2.0596441464550823, -0.2226784312352204] User Vector: [2.025056856239058, -0.06667239089279788] Predicted: 4.185743003602217 Movie Vector: [1.5157887085691275, 0.12495599168920776] User Vector: [2.0591939327939626, -0.11277785803705422] Predicted: 3.1072106429915385 Movie Vector: [1.8047587200568571, 0.05758300698050581] User Vector: [1.850949058894232, 0.002148260565770027] Predicted: 3.340640157723553 Movie Vector: [1.8118022478411646, -0.4140614364378992] User Vector: [1.986583078602837, -0.3100589430253886] Predicted: 3.72767913866535 Movie Vector: [1.7147250049196958, 0.2863178432835977] User Vector: [1.8973511864350072, -0.8183510256336972] Predicted: 3.0191270217857977 Movie Vector: [2.124087334517772, -0.1312752055068097] User Vector: [1.461990336707097, -1.58392243734225] Predicted: 3.3133249008558687 Movie Vector: [1.5873856904247199, -0.21305094414129658] User Vector: [1.9476673800112871, 0.2824018346536102] Predicted: 3.031533351236736 Movie Vector: [1.90175546110874, -0.057859993413766714] User Vector: [2.224223093985637, -0.23471687822570406] Predicted: 4.243509132739602 Movie Vector: [2.1233872039888286, -0.0020099257110829383] User Vector: [2.140871911506237, -0.12535157991605853] Predicted: 4.546151969634845 Movie Vector: [2.0879403388828432, 0.3462308564266109] User Vector: [1.8109143859753274, -0.19600500002854856] Predicted: 3.7132182177173587 Movie Vector: [1.978648912809156, -0.12057751330265691] User Vector: [1.8499363405665015, -0.087318014325395] Predicted: 3.6709031180619385 Movie Vector: [2.0508637581426554, -0.48940029892965664] User Vector: [1.8081071528547887, -0.32034746988311774] Predicted: 3.8649595781505455 Movie Vector: [1.8138052209003566, -0.41377521175387677] User Vector: [1.8322506009458224, 0.16760406703254882] Predicted: 3.253995297666145 Movie Vector: [1.8838313471457804, -0.05470136164588486] User Vector: [1.7726043634148327, -0.4184510399716185] Predicted: 3.362177507556837 Movie Vector: [2.1119504835421163, -0.15448246521550144] User Vector: [1.9714753115441108, -0.06260655580366495] Predicted: 4.173329852586131 Movie Vector: [1.9542500987246143, -0.43267018882299585] User Vector: [1.9029151198817746, -0.7658295098704092] Predicted: 4.050123659535372 Movie Vector: [1.9244129060485695, -0.8327774735767898] User Vector: [1.8327800855744671, 0.36077649090693825] Predicted: 3.2265791160049266 Movie Vector: [2.2327009710896095, 0.052408971148359865] User Vector: [1.5836862294402643, -0.4398650581898901] Predicted: 3.5128449072286747 Movie Vector: [2.08080016862332, -0.2639424742926429] User Vector: [2.1908072878770404, -0.14798506799283134] Predicted: 4.597691719040137 Movie Vector: [2.2659906633159044, -0.21998403752308357] User Vector: [1.8110304749014239, -0.680730293688449] Predicted: 4.253527945577054 Movie Vector: [1.9364259946154219, -0.5960490805576003] User Vector: [2.2520212225981626, 0.4164734160772168] Predicted: 4.112633839135177 Movie Vector: [2.3161004004968295, -0.05411428088924861] User Vector: [1.7851156196821485, -0.5236333251487123] Predicted: 4.162843042519039 Movie Vector: [1.5819929169086657, -0.26812082184609143] User Vector: [1.6273105812944757, -0.3517923712825797] Predicted: 2.6687166729258545 Movie Vector: [1.2612084492195075, -0.3462901529423466] User Vector: [2.1264596285675568, -0.08856198708464746] Predicted: 2.7125769945259988 Movie Vector: [1.7091137962588616, 0.5563253937361768] User Vector: [1.851039607330058, -0.4356156805663814] Predicted: 2.921293265300643 Movie Vector: [1.646954070816917, -0.9840710837833948] User Vector: [2.1384427298511457, 0.3070094272352864] Predicted: 3.2197978593460377 Movie Vector: [2.017793608127681, -0.2937277010258108] User Vector: [1.8945911576766479, -0.22106150280524647] Predicted: 3.887825814979459 Movie Vector: [2.1502924249346105, -0.09578030050480188] User Vector: [1.961086575617768, 0.11333729697705858] Predicted: 4.206054127828978 Movie Vector: [1.6042737707357175, 0.10637617831804926] User Vector: [2.059226504690585, -0.7031881012982705] Predicted: 3.2287606066240615 Movie Vector: [1.5046070405912213, -1.030908877090275] User Vector: [1.9178098181467618, -0.07095241244478068] Predicted: 2.9586956267388826 Movie Vector: [2.023741070174215, -0.48064760517476296] User Vector: [1.1715019215068432, -0.24689748033054293] Predicted: 2.4894872349859667 Movie Vector: [2.2789754603375663, -0.24370137263687677] User Vector: [1.5557068757209174, -0.6823685987377118] Predicted: 3.7117119574030775 Movie Vector: [0.9774769560401029, -0.7526838513900753] User Vector: [1.595396556667438, -0.27684663528007747] Predicted: 1.7678413615751412 Movie Vector: [1.8837231323248935, -0.6994580345283512] User Vector: [1.7004936376510131, -0.42480907861067396] Predicted: 3.500395324789341 Movie Vector: [1.5923783397704558, 0.03896831348806046] User Vector: [2.134255737020139, 0.36521846063508073] Predicted: 3.4127745546273545 Movie Vector: [0.8964150671850102, -0.1784408247031352] User Vector: [1.9607215407486638, -0.6269698327463763] Predicted: 1.8694973457005604 Movie Vector: [2.044569842568658, 0.13291779630409323] User Vector: [1.635675972602307, -0.4095848613313738] Predicted: 3.2898126486291517 Movie Vector: [1.912577191780874, -0.30802888818804536] User Vector: [1.9577008619668665, -0.5567193501377475] Predicted: 3.915739659383288 Movie Vector: [1.7780437943795673, -0.22354780723056722] User Vector: [1.826378162823672, -0.5306955591674002] Predicted: 3.366016187157857 Movie Vector: [1.8917567586914914, -0.20204232254792556] User Vector: [2.093617934736375, -0.3139926963741491] Predicted: 4.024055691793778 Movie Vector: [1.818415108585251, -0.22685929841226632] User Vector: [1.8663746980972287, 0.043009887215179475] Predicted: 3.384086756462811 Movie Vector: [1.2853857154246981, -1.7045756006318726] User Vector: [1.7448663958112363, -0.3005596441078658] Predicted: 2.7551529763812077 Movie Vector: [1.2377368558475237, -0.39830959896600737] User Vector: [1.5132630378334642, -0.6081048022480925] Predicted: 2.1152354144310053 Movie Vector: [1.9905119612863091, -0.6776118714014848] User Vector: [2.3602577484574567, -0.8534846234737601] Predicted: 5.276452592947706 Movie Vector: [1.9237139307704496, -0.6673212107085966] User Vector: [1.681847164317469, -0.3258041380934391] Predicted: 3.4528088313106773 Movie Vector: [2.438435278317176, -0.13683937517091163] User Vector: [1.9496177875988006, -0.20637644002334044] Predicted: 4.782257215618389 Movie Vector: [1.3171283667204854, -0.9640658863618483] User Vector: [1.8168867273727662, 0.367654240816151] Predicted: 2.038630136193504 Movie Vector: [2.250821756844069, -0.43302626482930234] User Vector: [1.794651890562032, -0.33115029079126995] Predicted: 4.182838294756844 Movie Vector: [1.7267988206451192, -0.4134711099962962] User Vector: [1.5639450536661952, -0.35341306299259645] Predicted: 2.846744565667293 Movie Vector: [2.15955917803935, -0.08421767876280041] User Vector: [1.937786238225134, 1.1177548902158811] Predicted: 4.090629333557684 Movie Vector: [1.0339920030718022, 1.1411958484808231] User Vector: [1.9117864303437113, -0.15260980775192015] Predicted: 1.8026142015126365 Movie Vector: [2.173446317153284, -0.4187489002392918] User Vector: [2.0333202509605663, -0.17089906488081205] Predicted: 4.490876206514197 Movie Vector: [1.832690936960307, -0.20899079191475645] User Vector: [2.0073164296813464, 0.4672024011389905] Predicted: 3.5811496284900115 Movie Vector: [1.8517191112167257, 0.22723059143720037] User Vector: [1.9362869600787038, -0.2921113723590317] Predicted: 3.519082928870798 Movie Vector: [1.382383938207415, -1.8978462747589941] User Vector: [1.608549229564904, -0.45463090546355933] Predicted: 3.08645218909076 Movie Vector: [2.261808573921322, -0.09889781547459997] User Vector: [1.5287919709312496, -0.6426902888026514] Predicted: 3.5213954531836986 Movie Vector: [1.7575254232025463, -0.45482253303530257] User Vector: [1.907611556610562, -0.13779090239943662] Predicted: 3.4153462155965784 Movie Vector: [1.545153800291914, -0.06129697474111968] User Vector: [2.1269106976943526, -0.31353638997040745] Predicted: 3.3056229796003933 Movie Vector: [1.097955451535594, -0.5463698553495226] User Vector: [1.6157325872901689, -0.4277730737158919] Predicted: 2.0077247148475235 Movie Vector: [0.9328252881654997, -0.7449355182505396] User Vector: [1.7162477638011675, -0.023371740273248374] Predicted: 1.6183697542840878 Movie Vector: [2.328503872671896, -0.3779790489578683] User Vector: [1.974917997488551, -0.11008112010706841] Predicted: 4.640212562447804 Movie Vector: [1.7302736689822538, -0.38351737194059] User Vector: [1.460567960243012, -0.44275505640359886] Predicted: 2.696986539012919 Movie Vector: [1.9119505958485647, -0.5565110059393942] User Vector: [1.662633425645215, -0.19150886438438425] Predicted: 3.285449759604974 Movie Vector: [2.1606799400181247, -0.1709196870314738] User Vector: [2.247745485747578, -0.5115661857191527] Predicted: 4.944095313680089 Movie Vector: [1.517178292294959, -0.6023202212449937] User Vector: [2.0651001779370874, -0.2787654443227515] Predicted: 3.301031225480545 Movie Vector: [1.7568655905572765, -0.6822526840198833] User Vector: [1.8256779860211587, -0.08063007813648758] Predicted: 3.262480920299834 Movie Vector: [2.1592110720872815, 0.5061119944668984] User Vector: [2.0084702043135647, -0.3539581922263897] Predicted: 4.157568616485658 Movie Vector: [2.450610098773342, -0.198503421424402] User Vector: [2.0191930971816583, -0.6280016568643122] Predicted: 5.072915472874553 Movie Vector: [1.7181682413051143, -0.93789289167967] User Vector: [1.5756393262848312, 0.02808069075703383] Predicted: 2.6808767699195064 Movie Vector: [1.8594194817807543, -0.7790698505354993] User Vector: [1.990347697917686, -0.40549249814478683] Predicted: 4.016798264948546 Movie Vector: [2.1002124086276126, -0.7829382441465783] User Vector: [1.8647699892681466, 0.12572325492271214] Predicted: 3.817979526239761 Movie Vector: [1.7363424469922684, -0.30912506157241265] User Vector: [2.4538014283421763, -0.5370573927742479] Predicted: 4.426657476130037 Movie Vector: [1.868453451642259, -0.11169348676803045] User Vector: [1.8289108625383783, 0.5362424396690999] Predicted: 3.3573400260162174 Movie Vector: [1.889921011749204, -0.20176700434267625] User Vector: [1.614444514702764, -0.3667371865995176] Predicted: 3.125168074161246 Movie Vector: [2.112149613942689, -0.006621271720430016] User Vector: [1.5913462221860426, -0.2327565082351619] Predicted: 3.36270245292513 Movie Vector: [2.007862000789457, -0.056631198762682286] User Vector: [1.7132511611303867, -0.1461871589736645] Predicted: 3.4482506582985084 Movie Vector: [2.1115242370592866, -0.46655263112592626] User Vector: [1.8785430155560925, -0.45911786242351155] Predicted: 4.18079175441573 Movie Vector: [1.7172423247337836, 0.2159499312509475] User Vector: [2.0836748176272857, -0.6162115304027779] Predicted: 3.4451037501850017 Movie Vector: [1.9035299034861977, -0.34328420910997454] User Vector: [1.573049661632836, -0.1654337394650398] Predicted: 3.05113786099931 Movie Vector: [1.4158660764221436, -0.5377710097716242] User Vector: [1.8784145097532188, -0.40130983405026804] Predicted: 2.8753961765072096 Movie Vector: [1.8010736431439014, 0.19814359791411998] User Vector: [1.9449364324470815, 0.11405667149009996] Predicted: 3.5255733453259244 Movie Vector: [1.4202647401307495, 0.058726376073965504] User Vector: [1.886401844956068, 0.5748470837383978] Predicted: 2.7129487121333398 Movie Vector: [1.7536775536196647, -0.2164676438623785] User Vector: [2.06654796704249, -0.26439180934539147] Predicted: 3.6812910553062737 Movie Vector: [1.9448960351518423, -0.31333922058481234] User Vector: [1.6747096047421408, -0.373171056908432] Predicted: 3.374065198410197 Movie Vector: [1.2468390739184456, -1.208388334999036] User Vector: [2.3179886932150513, -0.1616095721152363] Predicted: 3.08544599736992 Movie Vector: [2.240374379679001, -0.22527222167549235] User Vector: [1.8182019623869559, -0.3227564074749326] Predicted: 4.146161146585698 Movie Vector: [2.0429832889795065, -0.24092924297965423] User Vector: [2.0037535474703474, -0.2051055438800653] Predicted: 4.143050936133278 Movie Vector: [1.9093055764099818, -0.7784350858725299] User Vector: [2.0126799416636802, -0.6274740806271805] Predicted: 4.331268875982787 Movie Vector: [1.8539227111360355, -0.07512846657492891] User Vector: [1.83375621230492, -0.30469326035489874] Predicted: 3.422533426105064 Movie Vector: [2.0259575053686927, -0.37023556495971516] User Vector: [2.0173334283630204, -0.5115420970534537] Predicted: 4.27642287732648 Movie Vector: [2.333820136135961, -0.1072685328543846] User Vector: [1.5867722455973308, -0.03278582619039744] Predicted: 3.7067579057105897 Movie Vector: [1.6524992605165851, -0.5669524259095393] User Vector: [0.8926822568109235, -0.06375887309816575] Predicted: 1.511305017032591 Movie Vector: [2.2834165771258323, 0.02396653340207054] User Vector: [2.0675677513595, -0.21263115993248177] Predicted: 4.716022445988221 Movie Vector: [1.9913532935806968, 0.10475461197268353] User Vector: [2.1442221336165983, -0.12593426706306624] Predicted: 4.256711612665786 Movie Vector: [1.3454861115219543, 0.2887333229780684] User Vector: [1.9782135718647367, -0.3228891355938456] Predicted: 2.5684300334947134 Movie Vector: [2.083329906067542, -0.15331553118542782] User Vector: [2.0149668376326595, -0.053205227640286595] Predicted: 4.205997860311973 Movie Vector: [1.6596402998980175, -0.4000601591050664] User Vector: [1.6964128266127587, -0.6873633668310501] Predicted: 3.0904217902078663 Movie Vector: [2.099144902618898, -0.463527108942281] User Vector: [1.8844310308499213, 0.12998491958389846] Predicted: 3.895442258764669 Movie Vector: [1.7689918768730652, 0.13356500740143493] User Vector: [2.0696492481851405, -0.3861683654992418] Predicted: 3.609614127419854 Movie Vector: [1.7163657710369327, -0.26972552719082216] User Vector: [1.4166100819685632, -0.4330117364570975] Predicted: 2.5482153744923695 Movie Vector: [1.9627059923260333, -0.3977542833699601] User Vector: [1.7570259004970252, -0.4546644146995194] Predicted: 3.629369982020186 Movie Vector: [1.1212913720592728, -0.764925018221539] User Vector: [1.6070740692014853, -0.25197057564245234] Predicted: 1.9947368852204066 Movie Vector: [1.6873281989344977, -0.29980168667010293] User Vector: [1.701938236325204, -0.23562353952901285] Predicted: 2.9423687135663394 Movie Vector: [2.0475079088631056, 0.1251271678742331] User Vector: [1.8338163439513946, -0.09927548346875585] Predicted: 3.7423314075571152 Movie Vector: [1.9394865600908753, -0.3835594768263204] User Vector: [1.8017770588442792, -0.39360673953334674] Predicted: 3.6454939849992702 Movie Vector: [1.7591103077756831, -0.4058374626113676] User Vector: [1.8546971217931034, -0.3926416995395289] Predicted: 3.421965535804677 Movie Vector: [1.6218745200125853, -1.2967015014331138] User Vector: [1.6304489719476736, -0.6714626260535943] Predicted: 3.5150702391425632 Movie Vector: [1.847231661298215, -0.28944631412299493] User Vector: [1.736350367167222, -0.1429859084343782] Predicted: 3.248828117505932 Movie Vector: [1.9087121367284854, -0.20805362017267465] User Vector: [1.8281122744108587, -0.7492681898553709] Predicted: 3.6452280448499583 Movie Vector: [0.7344880500352391, -0.2685530267802128] User Vector: [1.779134728733981, 0.09581613688505282] Predicted: 1.2810214840829277 Movie Vector: [2.0816568422625195, 0.20768795023233588] User Vector: [1.8780835286533113, -0.34404068707029495] Predicted: 3.8380723226675477 Movie Vector: [1.887424420517772, -0.2785161824795682] User Vector: [1.4575367673994992, -0.10094938959874936] Predicted: 2.7791065272070328 Movie Vector: [1.1370414569956375, -0.601604693115692] User Vector: [2.16601860588432, -0.3150878189997025] Predicted: 2.6524112621681755 Movie Vector: [0.968877371289552, -1.1864829904538223] User Vector:
avg loss: 1.0266005235646378: 94%|██████████████████████████████████████████▏ | 65634/70000 [01:44<00:05, 776.35it/s]
[1.7669858526896536, -0.24718109253633316] Predicted: 2.0052687699159306 Movie Vector: [1.0859661128559883, -0.1227991201905394] User Vector: [1.7402454263871145, -0.15845305237961962] Predicted: 1.9093054565327496 Movie Vector: [1.6220283412813383, 0.18764386597651087] User Vector: [1.7436742906823923, 0.06138608193058472] Predicted: 2.8398078391810806 Movie Vector: [1.8382214521181968, -0.9654331069986497] User Vector: [1.8440911329925678, 0.47471054853766015] Predicted: 2.931546600528142 Movie Vector: [1.3641816259168036, -1.7592875173772085] User Vector: [1.856914815037755, -0.4011575691180518] Predicted: 3.2389205754179784 Movie Vector: [2.2223132657896874, -0.10358114342188751] User Vector: [1.4930459003518393, -0.40552456379196594] Predicted: 3.3600204087880337 Movie Vector: [1.5784716968470853, 0.1345364397735587] User Vector: [2.125588765480909, -0.1269144704529371] Predicted: 3.338107084437267 Movie Vector: [2.1239878696094086, -0.7235338124380939] User Vector: [1.7816693681171636, -0.23690221945742115] Predicted: 3.9556508915545896 Movie Vector: [2.3353139324704464, 0.2034303901667689] User Vector: [1.9214215834941173, -0.14809491339798297] Predicted: 4.456995588068973 Movie Vector: [1.9446793455294615, -0.5647293017932236] User Vector: [1.6209059404744064, -0.19955962613064837] Predicted: 3.2648394718174627 Movie Vector: [2.2683036169631143, -0.40676550356636604] User Vector: [2.049735156280284, -0.1912595705294305] Predicted: 4.727219464325313 Movie Vector: [1.8814122026182345, -0.40335652701415686] User Vector: [2.10714727361682, -0.2214036919310158] Predicted: 4.053717217541836 Movie Vector: [2.282417684156916, -0.3754102236903656] User Vector: [2.0703279557793235, -0.46224350402994857] Predicted: 4.898884075522467 Movie Vector: [1.9616847238016748, -0.003737838930282918] User Vector: [1.8035373855488566, -0.0032047351944746536] Predicted: 3.5379837168203743 Movie Vector: [1.9092763257889878, -0.835757057626925] User Vector: [1.520039690860932, 0.05558332321577661] Predicted: 2.8557216413564452 Movie Vector: [1.0505861571426482, 0.5906769502718516] User Vector: [1.4070040878737833, -0.6254906553770825] Predicted: 1.108716105021638 Movie Vector: [1.34406573787934, -0.14259158282763534] User Vector: [2.114226825385835, 0.425660163599093] Predicted: 2.780964281632242 Movie Vector: [2.141645822956065, -0.154855363789696] User Vector: [1.756634610146953, -0.2050058957542176] Predicted: 3.7938354378473296 Movie Vector: [2.0445048331836992, 0.05262419186697854] User Vector: [2.1277132673720818, -0.5802880849216073] Predicted: 4.319582867252266 Movie Vector: [1.7393985450542913, -0.6814812614281103] User Vector: [1.7193862183445334, 0.08664140852783343] Predicted: 2.9316533901994255 Movie Vector: [1.5198335504076677, -0.08370552618181677] User Vector: [1.7561443230285216, -0.3845822540660045] Predicted: 2.701238721433492 Movie Vector: [1.8604066987493528, -0.12147011713254158] User Vector: [1.8492894742172095, -0.309189293316272] Predicted: 3.4779877854356203 Movie Vector: [2.0259060190339246, -0.2950451227967923] User Vector: [1.766964374726243, -0.03183801995173776] Predicted: 3.5890974146826777 Movie Vector: [2.1998816186458154, 0.1373786248216203] User Vector: [0.922118113981996, -0.07385795818135615] Predicted: 2.0184041844422524 Movie Vector: [1.9886898047240587, -0.5630807480704884] User Vector: [1.62670260436916, 0.004150876643126575] Predicted: 3.232669605901662 Movie Vector: [1.9072957739753664, 0.22163433118793222] User Vector: [1.553179641921869, -0.6209501550316215] Predicted: 2.8247490949506773 Movie Vector: [2.1869449665555973, -0.4926826180497831] User Vector: [1.7855200227319037, -0.6671036677635738] Predicted: 4.233504407942143 Movie Vector: [1.8354924112877862, 0.5103735939268983] User Vector: [1.8920989747551582, -0.2946897247366222] Predicted: 3.322531455661335 Movie Vector: [1.9630003693238252, -0.13862311829644575] User Vector: [1.8503661425200355, -0.2063406605933509] Predicted: 3.66087300695393 Movie Vector: [1.2416279036962343, -0.3288103598368033] User Vector: [1.7650697162494726, -0.0031314380177571667] Predicted: 2.1925894609259653 Movie Vector: [1.564229437520256, -0.7084322357275131] User Vector: [2.303847216220866, -0.788681900915348] Predicted: 4.162473317505057 Movie Vector: [2.0134137381195916, -0.17762483978331034] User Vector: [1.88792784869446, -0.3297674255705041] Predicted: 3.8597547532727066 Movie Vector: [1.9200709930960491, 0.13168465493550874] User Vector: [1.804958489099069, -0.6038932644385268] Predicted: 3.3861249625161287 Movie Vector: [1.8110110583564736, -0.11425038517590987] User Vector: [1.3319054873137812, 0.16764265139776074] Predicted: 2.3929423287168206 Movie Vector: [1.5495380164079333, -0.5619638163602525] User Vector: [2.342771620149104, -0.9288955127702563] Predicted: 4.15221935653893 Movie Vector: [2.106665780020953, -0.46268881282748314] User Vector: [2.0466526560326725, 0.18799858181709336] Predicted: 4.2246282734188245 Movie Vector: [1.7477353928446129, -0.6366247157947253] User Vector: [1.9324025986324158, -0.7482524524139287] Predicted: 3.8536844197155 Movie Vector: [1.824231940933635, -1.1377141713770313] User Vector: [1.6041145061795978, -0.033334826566322015] Predicted: 2.9642024236727074 Movie Vector: [2.0243041666533514, -0.20208310645130406] User Vector: [1.531249613170955, -0.1735236859455389] Predicted: 3.1347811776270516 Movie Vector: [1.9872248224824007, -0.7973813210916919] User Vector: [1.8400780480293915, -0.7560562806035781] Predicted: 4.259513928196322 Movie Vector: [2.1063267136279227, -0.4630317195588586] User Vector: [1.4912339486442219, -0.6784826413780709] Predicted: 3.455184886426299 Movie Vector: [1.7553224524768227, -0.3828727687965321] User Vector: [1.7497311073058552, -0.41687536883704834] Predicted: 3.2309525251608164 Movie Vector: [1.7804153461539711, -0.33920676141806627] User Vector: [2.1914631966369895, -0.6000383232203207] Predicted: 4.105251762170425 Movie Vector: [2.059646911131916, 0.6408829899631429] User Vector: [1.7110962930066895, 0.011161910790893181] Predicted: 3.5314076733018696 Movie Vector: [1.9946342063587956, -0.4580435183346912] User Vector: [2.1846327636105225, -0.5987369813334424] Predicted: 4.631790832116759 Movie Vector: [2.1055721207686084, -0.24733587736896237] User Vector: [1.8938615014118572, -0.546437743027247] Predicted: 4.122815636568944 Movie Vector: [2.1805553639874584, -0.7775215021805012] User Vector: [2.173217437476114, -0.04976313897356074] Predicted: 4.77751285096756 Movie Vector: [1.5773985563049409, -1.0336019145314908] User Vector: [2.0952071222867383, -0.19764480709964216] Predicted: 3.5092627408703283 Movie Vector: [2.4452435499823473, -0.19683433809745718] User Vector: [1.7632346558278753, 0.0852604601122738] Predicted: 4.294755983036372 Movie Vector: [1.7939281971531083, -0.9365427147347024] User Vector: [1.7549345894721289, -0.23970206564262964] Predicted: 3.3727178674978306 Movie Vector: [1.5940459658317458, -0.2442636547983344] User Vector: [1.909024384299011, 0.13020375576624127] Predicted: 3.011268573214339 Movie Vector: [2.1127501220665406, -0.15523342430152254] User Vector: [1.4263571865486688, -1.3183256147002975] Predicted: 3.2181845195055243 Movie Vector: [2.495172076211634, 0.14067199875079373] User Vector: [2.1114197496192544, -0.027727912587066812] Predicted: 5.264455059526914 Movie Vector: [1.0475327471329194, -0.742837032817121] User Vector: [1.800621328535602, -0.6333458504746793] Predicted: 2.356682559140673 Movie Vector: [1.8028166462224258, -0.11476312948085214] User Vector: [2.2554861947324856, -0.3342162833280183] Predicted: 4.104583763786784 Movie Vector: [2.305504616635126, -0.051006187791587616] User Vector: [1.9664726221206974, 0.12140067427873404] Predicted: 4.527519523195563 Movie Vector: [1.5686527350005373, 0.185764776884152] User Vector: [1.606494803523756, -0.03481934065675827] Predicted: 2.5135642602633346 Movie Vector: [1.9191679153118042, -0.46012609933154497] User Vector: [2.060855051022279, 0.07334524914745963] Predicted: 3.921378828635508 Movie Vector: [1.7515487647768435, -0.5003888158106811] User Vector: [1.7957565176666916, -0.30631661785040065] Predicted: 3.2986325200283546 Movie Vector: [1.706293990203213, -0.6335216040241394] User Vector: [1.937036478642219, -0.4578034662905106] Predicted: 3.5951820886037877 Movie Vector: [1.7515385658546272, -0.9609200543032687] User Vector: [1.9820446915276628, 0.40328489024325526] Predicted: 3.0841031778259027 Movie Vector: [1.1265147973448828, 0.06276243600856656] User Vector: [2.0353361127302656, -0.15055769327656707] Predicted: 2.2833868809711886 Movie Vector: [1.6684005489700653, -0.5680881583886688] User Vector: [1.825184840874016, -0.6507645771645847] Predicted: 3.414831040672059 Movie Vector: [1.671089840634323, -0.6285694850780617] User Vector: [1.8244014386574634, -0.13600075451345373] Predicted: 3.1342246336138797 Movie Vector: [1.8157783042608724, -0.2352629904878961] User Vector: [2.2218696382304004, -0.344638406595285] Predicted: 4.115503346167305 Movie Vector: [2.186629666006489, 0.06587107756438783] User Vector: [1.9148524870468693, -0.7285269363135394] Predicted: 4.139084399873336 Movie Vector: [1.8519786256918394, -0.34767164325437516] User Vector: [1.7938736733958147, 0.33628502896818335] Predicted: 3.205298931697139 Movie Vector: [1.5345802619585431, -0.9821925420445893] User Vector: [2.2092129111314938, -0.5781294983948496] Predicted: 3.958049009545764 Movie Vector: [1.805466356269548, -0.677500372559484] User Vector: [2.0809175924238774, -0.4128993408834893] Predicted: 4.0367661605688685 Movie Vector: [1.9821847105797101, -0.06546874870172309] User Vector: [1.945851275243653, -0.32914088844260503] Predicted: 3.878585088962911 Movie Vector: [2.190295876664338, -0.5012360667594098] User Vector: [1.902661302600387, -0.7122526938320195] Predicted: 4.524397944569581 Movie Vector: [2.3385225582069076, 0.10997026128215402] User Vector: [1.9120795887140671, -0.11864456588231197] Predicted: 4.4583938773850464 Movie Vector: [2.1792624057976715, -0.2807748885671294] User Vector: [1.441582201068957, -0.026112508559584902] Predicted: 3.1489176323376635 Movie Vector: [1.8604305408140442, -0.04917723457738016] User Vector: [1.896970975256391, -0.08477445480577947] Predicted: 3.5333517106549457 Movie Vector: [0.8313344757433037, -0.8331891037113598] User Vector: [1.7305630590655527, -0.22697860252663848] Predicted: 1.627792831849816 Movie Vector: [1.9864424707488444, -0.4038965559830629] User Vector: [2.103897248648368, -0.5809010933716156] Predicted: 4.413894799786351 Movie Vector: [2.044148241675501, -0.33545532400002526] User Vector: [1.7379164714002584, -0.15460067911090164] Predicted: 3.6044205200935004 Movie Vector: [2.1539278280633587, -0.48762185147576526] User Vector: [1.991884732936763, -0.41971825788968375] Predicted: 4.495039750577395 Movie Vector: [2.0350795358023244, -0.3125751602525987] User Vector: [1.695361737560322, 0.2675195450252364] Predicted: 3.3665760132343165 Movie Vector: [1.4933506127232556, -0.3014562252062539] User Vector: [2.0825206021521314, -0.625629003898914] Predicted: 3.298533175127604 Movie Vector: [1.3171030910579458, -1.1195775307495377] User Vector: [2.0919591857221924, -0.31381553961136244] Predicted: 3.106666736830686 Movie Vector: [2.023954652406906, -0.4660793015796437] User Vector: [1.8374283918375887, 0.013881848646770303] Predicted: 3.712401699802306 Movie Vector: [1.8025184452181793, -0.7109540536430116] User Vector: [1.6296953797696436, -1.2917029498628] Predicted: 3.8558974304292217 Movie Vector: [1.233226649893493, -0.2573643585058011] User Vector: [2.000116769972139, 0.09793348157457141] Predicted: 2.441392715966856 Movie Vector: [2.031389152305339, -0.416306656560155] User Vector: [1.7194339835156915, -0.341758550377753] Predicted: 3.6351159016775405 Movie Vector: [1.5570448061173332, -0.08342081192437754] User Vector: [1.6438655564823776, -0.19302628707001604] Predicted: 2.5756747362661945 Movie Vector: [1.7720079581661448, -0.3369047583551722] User Vector: [2.172040957270736, -0.2353162682539356] Predicted: 3.9281530322396883 Movie Vector: [1.7564245902804398, -0.5277046830704429] User Vector: [1.5979759177161976, -0.7024726667722525] Predicted: 3.1774223125373826 Movie Vector: [1.4779004558771909, -0.6517635319647324] User Vector: [1.0046700119870478, -0.09468177250628684] Predicted: 1.5465123951831796 Movie Vector: [1.3835919442095153, -0.6197226731969881] User Vector: [2.0458495500266975, -0.7040751003508234] Predicted: 3.26695225980245 Movie Vector: [1.6312988469729741, 0.3791116546535089] User Vector: [1.9395675815438462, -0.22303677237655786] Predicted: 3.0794585195743815 Movie Vector: [1.460804060407247, -1.095218382639978] User Vector: [1.6728896610910997, -0.14379395903514394] Predicted: 2.6012497967830512 Movie Vector: [1.6129481166354436, -0.5468391009950153] User Vector: [1.8726856027259617, -0.6867158187713265] Predicted: 3.3960677769431187 Movie Vector: [1.4850857628826482, -0.33710055274294154] User Vector: [1.869632460485549, -0.45658158535366267] Predicted: 2.930478453685312 Movie Vector: [1.6345609341776055, -0.7325089965853487] User Vector: [2.0323230365115887, 0.4840984645847287] Predicted: 2.967349360569583 Movie Vector: [2.3014678070209635, -0.21131143409505543] User Vector: [1.6712013243056512, -0.0012518707594387293] Predicted: 3.8464805815457357 Movie Vector: [1.8064240176341155, -0.23381202937730244] User Vector: [1.786927967424332, -0.15091101077986216] Predicted: 3.263234407823245 Movie Vector: [2.2664077080067893, -0.343335405893644] User Vector: [1.5950905513202662, -0.1798968265597318] Predicted: 3.6768904704469145 Movie Vector: [2.0453816652238066, -0.4647496412447764] User Vector: [2.021930041047588, -0.20438293647089711] Predicted: 4.2306055307253585 Movie Vector: [1.511594225532736, -0.1683046798822108] User Vector: [2.08618640971268, -0.07328141269544475] Predicted: 3.16580093501158 Movie Vector: [2.074904068374166, -0.398530953387297] User Vector: [1.814312577136656, 0.12844486099612196] Predicted: 3.713335294692782 Movie Vector: [1.0584857951748885, -0.2760367739105944] User Vector: [1.7468681381016888, -0.7642619033063995] Predicted: 2.0599995004357123 Movie Vector: [1.9618413384588451, -0.053709220144842654] User Vector: [1.62556671962216, -0.4497425616359972] Predicted: 3.2132593112291055 Movie Vector: [2.2908871008964473, -0.009742459670276161] User Vector: [1.6257064882715346, -0.3108458209403603] Predicted: 3.7273384266991054 Movie Vector: [2.3070442081538483, -0.01283180532134023] User Vector: [1.8290606740673374, 0.10545607468828622] Predicted: 4.218370642648672 Movie Vector: [1.8413064054240391, -0.34934125773100844] User Vector: [1.7488459818998574, -0.7194490761276302] Predicted: 3.471494553700139 Movie Vector: [2.2179057105495272, -0.4871319129030918] User Vector: [1.9071981858881881, 0.0379168874071191] Predicted: 4.21151522173715 Movie Vector: [2.2237901273862364, -0.04716794834390292] User Vector: [1.8292245192553127, 0.4757382030507896] Predicted: 4.0453718317060785 Movie Vector: [1.485205709828572, 0.5052547011965128] User Vector: [1.911465258299626, -0.28696705266437994] Predicted: 2.693927663318366 Movie Vector: [1.8039039039772402, -0.275362834988833] User Vector: [2.346809454404406, -0.7960179278336449] Predicted: 4.452612490001013 Movie Vector: [1.4782498728618692, 0.14415092019647469] User Vector: [1.6478341848679843, 0.09454983143795993] Predicted: 2.449540119484743 Movie Vector: [2.079098662216261, -0.5059690633123902] User Vector: [1.88828925953109, -0.6199294941744767] Predicted: 4.239604818855607 Movie Vector: [1.6810103106767862, -0.6844234967525222] User Vector: [2.1463346809994035, -0.5895297513990921] Predicted: 4.01149874281538 Movie Vector: [2.140827210809294, -0.08827545544271896] User Vector: [1.8943644106042683, -0.40448454131991296] Predicted: 4.091212934514882 Movie Vector: [2.220764949902618, -0.04795472573772017] User Vector: [2.04886163914238, -0.2569993809242454] Predicted: 4.562364450234409 Movie Vector: [1.5423276726970325, -0.2595459803382011] User Vector: [1.417892634246535, -0.5619971179797607] Predicted: 2.3327191396450235 Movie Vector: [1.985873076235596, -0.1411737321156682] User Vector: [1.7667997830232192, -0.24695323243679332] Predicted: 3.543503429685834 Movie Vector: [1.3500346256710138, -0.7416606996116704] User Vector: [2.2126993201387535, -0.03358261335026012] Predicted: 3.012127602898171 Movie Vector: [1.8603152909701224, -0.2258937248216545] User Vector: [1.7425213495031913, 0.21442324741328883] Predicted: 3.1932022452761366 Movie Vector: [1.501354095534772, -0.637025603427975] User Vector: [1.799843320876699, -0.2493022645158846] Predicted: 2.861014066608329 Movie Vector: [2.102085537500007, -0.47048144387385055] User Vector: [1.7393212730693246, -0.6714815716097213] Predicted: 3.9721217125307517 Movie Vector: [1.173757318945257, -1.6853471994209055] User Vector: [2.2810522999747787, -0.14227381054956342] Predicted: 2.9171826001529557 Movie Vector: [1.8562983150497891, 0.5071065821352067] User Vector: [1.049236848875714, -0.6050252015166472] Predicted: 1.6408843326093665 Movie Vector: [1.7876228112531203, -0.3203486668781825] User Vector: [1.9546235793853735, -0.32943062520241556] Predicted: 3.5996623595349577 Movie Vector: [1.592625018814706, -0.5792597858861737] User Vector: [1.834837604949012, -0.20712729592029522] Predicted: 3.0421887881898226 Movie Vector: [1.5074594474798595, -0.06360952088881047] User Vector: [1.6885506927252956, -0.7239350913517729] Predicted: 2.5914708586128916 Movie Vector: [1.554655132997796, -0.2194935156327294] User Vector: [1.5868856586579176, 0.2554068474820419] Predicted: 2.4109997878426146 Movie Vector: [1.680110719191333, -0.6841764076338145] User Vector: [1.6675664187085968, -0.0665351909294644] Predicted: 2.847218022947167 Movie Vector: [1.7468701773137338, -1.1354321663423879] User Vector: [1.8790238306151588, -0.20659172835880354] Predicted: 3.5169815858422884 Movie Vector: [2.0407516415563993, -0.3040365010940604] User Vector:
avg loss: 1.0267721596153363: 94%|██████████████████████████████████████████▎ | 65790/70000 [01:45<00:05, 718.98it/s]
[2.106191875114741, 0.1749219320442548] Predicted: 4.24503187438981 Movie Vector: [1.950111008742958, -0.5529737767155325] User Vector: [1.8746311412592003, -0.208054205757808] Predicted: 3.7707873458213874 Movie Vector: [2.2886838272385486, -0.40866716888768134] User Vector: [1.809213626002045, -0.40097341055040797] Predicted: 4.304582634339366 Movie Vector: [1.9114888055146282, -0.7279465146377295] User Vector: [1.7431919786056382, -0.22814749139048396] Predicted: 3.498171124148617 Movie Vector: [1.5251320200636946, -0.25273029698651184] User Vector: [1.6964987789268853, -0.4322599562950943] Predicted: 2.6966297968701873 Movie Vector: [1.9362831235300322, -0.35212539844482804] User Vector: [2.2635050350803434, -0.5958435043584898] Predicted: 4.5925982308343185 Movie Vector: [1.7968420092094992, -0.41532691176033554] User Vector: [1.923987162566332, -0.18048552505770898] Predicted: 3.532061454618632 Movie Vector: [1.773005934684343, -0.8074894332286779] User Vector: [1.4070083300886855, -0.15990127487966824] Predicted: 2.6237527092226727 Movie Vector: [1.937110286504208, 0.13214150739945962] User Vector: [1.6608097234234278, -0.17062105525171176] Predicted: 3.194625475734683 Movie Vector: [2.2550116255523256, -0.08291688619859718] User Vector: [1.820105453574112, -0.028284311181198677] Predicted: 4.106704204552228 Movie Vector: [1.3703821671582914, 0.9698028058641626] User Vector: [2.2873504584723126, -0.34091163543893727] Predicted: 2.803927217731377 Movie Vector: [2.310819486651292, -0.21131843929192223] User Vector: [1.9258805424642496, 0.05428711503990951] Predicted: 4.438890418065054 Movie Vector: [1.6706128205021165, -0.2770975111293209] User Vector: [1.8745081614396257, -0.3931456957232099] Predicted: 3.2405170604329965 Movie Vector: [2.038764713558271, -0.5327581043398867] User Vector: [1.888913078925, 0.05766769355104879] Predicted: 3.820326401193089 Movie Vector: [1.3893015330084577, -0.1893632750589489] User Vector: [1.9525614085302299, -0.17971884929593782] Predicted: 2.746728708056706 Movie Vector: [1.752496218875597, -0.36164412784524175] User Vector: [1.7882575151404199, -0.49254827137729756] Predicted: 3.3120417236833806 Movie Vector: [1.4698447546655167, -0.8010859266052431] User Vector: [2.086838285535696, -0.30946261930851277] Predicted: 3.3152344569682684 Movie Vector: [1.0756154794785782, -0.4210485343937524] User Vector: [2.3018912205390976, -0.677935065539433] Predicted: 2.7613933946472016 Movie Vector: [1.8925208159708287, -0.08154185038610139] User Vector: [1.9630199350912627, -0.38120143887615443] Predicted: 3.7461399600217256 Movie Vector: [1.7119672835605324, -0.572212911395381] User Vector: [1.4475843420926218, -0.7267425627966067] Predicted: 2.8940685115498526 Movie Vector: [2.171437428848661, -0.28063314862513505] User Vector: [2.115129010996442, 0.07393136352588128] Predicted: 4.572122709992908 Movie Vector: [1.7552690526638148, -1.2785152599684435] User Vector: [2.2341106074504764, -0.472130750262297] Predicted: 4.5250915783964745 Movie Vector: [2.359154860229703, -0.009827320617644544] User Vector: [1.8727787948488062, -0.30627461365010666] Predicted: 4.421185054828072 Movie Vector: [2.1268821168714, 0.24387881653062957] User Vector: [1.7883390922501186, -0.556331787786745] Predicted: 3.667908896205009 Movie Vector: [2.0084572245281214, -0.06660635181016192] User Vector: [2.1456301205336796, -0.5892428895431229] Predicted: 4.348653635953559 Movie Vector: [2.0781542541488207, -0.3864377242349578] User Vector: [2.0486003818439955, -0.1334763512007011] Predicted: 4.308887895977183 Movie Vector: [2.159993384221276, -0.3925070270341623] User Vector: [1.7784702398439254, -0.29643409543685934] Predicted: 3.957836417608788 Movie Vector: [1.9161767077036571, -0.19973811889944104] User Vector: [2.1339932287053345, -0.2221901711461276] Predicted: 4.133487966065158 Movie Vector: [2.160879411755473, 0.2176619198555534] User Vector: [1.9272807464686792, -0.2916162588043898] Predicted: 4.101147530964431 Movie Vector: [1.8671573253199545, -0.6993085338316977] User Vector: [2.185735704372041, 0.36359619318203007] Predicted: 3.8268465108707144 Movie Vector: [1.1649005246122515, -0.32867423658362266] User Vector: [1.9186892430986837, -0.2113321154089318] Predicted: 2.304541527551173 Movie Vector: [1.530799919871074, -0.3828857635128095] User Vector: [1.457602456231355, -0.7210646834075441] Predicted: 2.507383125051459 Movie Vector: [1.938223038380543, -0.24330575586891065] User Vector: [1.9653870771075022, -0.18146700155008072] Predicted: 3.8535104781625646 Movie Vector: [1.8895550943898385, -0.6089782359390157] User Vector: [1.6871922746943901, -0.6449520484631756] Predicted: 3.580804518602324 Movie Vector: [2.1169310366311054, -0.43330915311659723] User Vector: [1.8405345897262946, -0.31910898018867945] Predicted: 4.0345576389421485 Movie Vector: [1.4928656859168623, -0.5542214259858391] User Vector: [1.846105846020604, -0.18519566868292295] Predicted: 2.858627477678529 Movie Vector: [2.1540198406269253, -0.3820950161641708] User Vector: [2.049514189527975, -0.3849281622469184] Predicted: 4.561773360265452 Movie Vector: [2.22361570817633, -0.6973000140166563] User Vector: [2.177471407672031, -0.531769375532958] Predicted: 5.212662419217114 Movie Vector: [0.8539844308524556, 0.5486126534376266] User Vector: [1.4332738273544747, -0.18535191352979155] Predicted: 1.1223071286077113 Movie Vector: [2.1189656354879043, -0.7761111977324444] User Vector: [1.7548123964481084, -0.032122330665329615] Predicted: 3.743317665328345 Movie Vector: [1.5530804689405668, -0.5348801606473037] User Vector: [2.118608447517568, -0.40066967867567393] Predicted: 3.504679663268579 Movie Vector: [1.2088292017273377, -1.2854928781589685] User Vector: [1.6404103923304012, -0.23291031703739762] Predicted: 2.2823805388673097 Movie Vector: [2.0570995692239906, 0.1609397410419653] User Vector: [2.105958459327546, -0.5240938001468812] Predicted: 4.247818719008975 Movie Vector: [1.8214603521162154, 0.13383249226681085] User Vector: [2.38280144070015, -0.8015120427703796] Predicted: 4.232909996934898 Movie Vector: [1.8670575693328157, -0.9406873719169287] User Vector: [2.192722331601141, -0.6131762989828694] Predicted: 4.670746027872955 Movie Vector: [1.7863041657198397, 0.40620802276675677] User Vector: [1.68407983828105, -0.0024343236483528262] Predicted: 3.007289988730262 Movie Vector: [1.206818276238551, -0.170223801033417] User Vector: [2.111099625165457, -0.12467493645912545] Predicted: 2.5689362521877004 Movie Vector: [2.398679809754027, -0.1482921575309651] User Vector: [2.226381778662515, 0.3674729477638442] Predicted: 5.285883665023869 Movie Vector: [1.593666191304867, -0.6069029020508674] User Vector: [2.2602372529290635, -0.4992368407839464] Predicted: 3.9050519818033202 Movie Vector: [1.6675661202589072, 0.8721110882449788] User Vector: [1.4794286588339438, -0.5847709824510224] Predicted: 1.9570598509321115 Movie Vector: [2.0654271993857107, -0.5168285568829868] User Vector: [2.0954758460950997, -0.25623789596032975] Predicted: 4.460483870168515 Movie Vector: [1.776531348625958, -0.05500180909425914] User Vector: [1.7610769586627333, -0.47833289192217227] Predicted: 3.1549175988122142 Movie Vector: [1.773325864669355, 0.6475189973869143] User Vector: [2.0722885600898415, -0.19530397913025646] Predicted: 3.5483798659136325 Movie Vector: [1.9238864243404352, 0.38439913923891567] User Vector: [1.5478154313975385, -0.32612507532616597] Predicted: 2.852458897610754 Movie Vector: [2.110648406249659, -0.40065264461241834] User Vector: [1.7835404262156525, -0.7237809593537367] Predicted: 4.054411513559092 Movie Vector: [1.292513162473724, -1.1251849383977344] User Vector: [1.8996443173615676, -0.1926953016159302] Predicted: 2.672133135286492 Movie Vector: [2.085373669937887, 0.4241916296352688] User Vector: [1.4631294819235654, -0.5323756405010364] Predicted: 2.8253424067910102 Movie Vector: [2.0523705499078972, -0.2955219735324555] User Vector: [1.8793200201822042, -0.15593923166878668] Predicted: 3.9031445327681658 Movie Vector: [2.280010105327583, -0.212186900440654] User Vector: [1.941971641541928, -0.40055651041708296] Predicted: 4.512707811371916 Movie Vector: [2.1626380751731094, 0.2988593912330207] User Vector: [2.5526915091524764, -0.19377554384294648] Predicted: 5.462636210795501 Movie Vector: [1.450713243025532, -0.3432675026914741] User Vector: [1.9717130278243156, -0.4078051193151528] Predicted: 3.000376445802815 Movie Vector: [1.6435219567682129, -1.1611653290964976] User Vector: [2.187317722870746, -0.2219661283017324] Predicted: 3.852644076384077 Movie Vector: [2.105577172121988, -0.18508513682474267] User Vector: [1.8530465795799238, -0.09810028658119506] Predicted: 3.919889481806645 Movie Vector: [1.932099829216383, -0.34643575486958234] User Vector: [1.4764055322401042, -0.5296751223636513] Predicted: 3.036061277546918 Movie Vector: [1.6239640500151125, -0.6247194182570073] User Vector: [1.676626006302008, -0.14132045176007682] Predicted: 2.811065989966245 Movie Vector: [2.3358882691822047, 0.015644095389796105] User Vector: [1.9524998988949496, -0.31592813293845373] Predicted: 4.5558791995601435 Movie Vector: [1.9334097950548823, -0.11844220202436381] User Vector: [2.221320426288482, -0.15185555655400734] Predicted: 4.312708776649529 Movie Vector: [1.2399884511623869, -0.17218272774709267] User Vector: [2.1085209897593087, -0.10871151865520641] Predicted: 2.6332599221546102 Movie Vector: [2.459898388224812, -0.32040260915313423] User Vector: [2.200445684480476, 0.09889371943539454] Predicted: 5.381186986893808 Movie Vector: [1.918647479068011, 0.1760874931890627] User Vector: [2.0468975266347336, -0.5859686261911075] Predicted: 3.8240930329148473 Movie Vector: [1.4543983701335692, -1.5305908331355582] User Vector: [1.8140844063075552, -0.5533797028198673] Predicted: 3.4853993041978 Movie Vector: [2.296961236082723, -0.23531718414995165] User Vector: [1.8235679312590976, -0.2397764927368686] Predicted: 4.245088378561903 Movie Vector: [1.9294660802570898, -0.43266868653316987] User Vector: [2.0873678205452797, -0.02908390441180115] Predicted: 4.040089101483395 Movie Vector: [1.8296582268494956, -0.4184053378467459] User Vector: [1.5405550551178233, 0.06857795860343216] Predicted: 2.7899958465725945 Movie Vector: [-0.01957924399394001, -1.860351836768495] User Vector: [1.6976089353141182, -0.31248059901704367] Predicted: 0.548085956785069 Movie Vector: [1.5048486091285485, -0.5581821590130974] User Vector: [1.9081186042738376, -0.35963510354442196] Predicted: 3.072171526247116 Movie Vector: [1.9565886932652097, 0.09050691152557265] User Vector: [1.6928815799239947, -0.1472102199438633] Predicted: 3.298949415964113 Movie Vector: [2.05078953796573, 0.5461543380294758] User Vector: [1.9580483220918372, -0.39421515940459356] Predicted: 3.8002426943514918 Movie Vector: [1.6603073548988647, -0.21005925643288526] User Vector: [1.9936064083329494, -0.018731581616266837] Predicted: 3.3139341246348306 Movie Vector: [2.362029708278601, -0.20085810793882306] User Vector: [2.00861805116365, -0.17140338604541122] Predicted: 4.778843269248597 Movie Vector: [1.9249508203385852, -0.45536198965512387] User Vector: [1.9672013363799672, -0.18449294212086767] Predicted: 3.870776899437265 Movie Vector: [2.0647311489985802, 0.12419477052867149] User Vector: [2.051407865989304, -0.21151583000188923] Predicted: 4.209336560238555 Movie Vector: [2.1996569703356776, -0.34617825411301184] User Vector: [1.5697297628400688, 0.08693351127894589] Predicted: 3.4227725232160684 Movie Vector: [1.856867039647867, -0.3460982877473744] User Vector: [1.8562875123374791, -0.7375901339923238] Predicted: 3.702157780203498 Movie Vector: [0.8852882788590383, 0.1529251717650449] User Vector: [2.248613716714801, -0.33377879730510496] Predicted: 1.939628187179858 Movie Vector: [2.136706197247015, -0.3749845856099207] User Vector: [1.8769462993639214, -0.4486611516206538] Predicted: 4.178723805770482 Movie Vector: [1.4139753813280036, -0.36629102776995026] User Vector: [2.1550992621240184, 0.31789765652808066] Predicted: 2.930814241626179 Movie Vector: [1.6809217930559164, -0.6433002816465504] User Vector: [1.9816585095673236, -0.4820104487977318] Predicted: 3.641090432594581 Movie Vector: [1.9891971644305895, -0.3919409928349544] User Vector: [1.7817898528452076, -0.29703732479837286] Predicted: 3.6607524268813973 Movie Vector: [1.7268282171060365, -0.6618968542139559] User Vector: [2.131492861530935, -0.045849616605975516] Predicted: 3.71106973485012 Movie Vector: [1.7225051170109584, -0.28798102363319583] User Vector: [2.292258441531647, -0.6010724941587277] Predicted: 4.121524367195415 Movie Vector: [1.7965221701313803, -0.5987855974562599] User Vector: [1.956624984435995, -0.8272619926904604] Predicted: 4.010472729718246 Movie Vector: [1.5607423563996423, -1.4462390599000698] User Vector: [1.6329861704894346, -0.8780301096730886] Predicted: 3.818512124075271 Movie Vector: [2.21739735148929, -0.4878578894255649] User Vector: [1.8966900939097069, -0.34370364458929126] Predicted: 4.373394125468563 Movie Vector: [2.1342827286279995, -0.9693076296323617] User Vector: [2.066615045652786, -0.4038001758443634] Predicted: 4.802147389952337 Movie Vector: [1.9810156465697097, -0.28431273897938164] User Vector: [1.8296325946725587, 0.11816681987858431] Predicted: 3.5909344653041106 Movie Vector: [2.0589583528504942, 0.6643978673687195] User Vector: [1.568039109884833, -0.25578065691476715] Predicted: 3.0585870999252895 Movie Vector: [2.0862582981992945, -0.2100812586330581] User Vector: [1.609258647320254, -0.4403122555884381] Predicted: 3.4498305597664314 Movie Vector: [1.792905445233447, -0.2719697727601923] User Vector: [1.8625222054613688, -0.26444463741899255] Predicted: 3.4112471519863923 Movie Vector: [1.476850312599821, -0.5200825292068888] User Vector: [1.920031364883664, -0.5897007122817495] Predicted: 3.142291959348496 Movie Vector: [1.8851319338084822, -0.24125940413313202] User Vector: [1.8607708378372454, -0.6628815615972172] Predicted: 3.6677249384683406 Movie Vector: [2.1014065519246614, -0.14474901042453714] User Vector: [1.9359432126198024, -0.1053870936722094] Predicted: 4.0834584286739 Movie Vector: [1.4909530257074184, -0.5468307308572365] User Vector: [1.8632975956456417, -0.19570347840939248] Predicted: 2.8851058641511385 Movie Vector: [2.168731842216614, -0.714450552898216] User Vector: [1.8887053839216748, -0.5637571439780856] Predicted: 4.498872109892353 Movie Vector: [2.4539088575595347, -0.13847732811675037] User Vector: [1.5001178644352882, -0.15228115684783125] Predicted: 3.7022400026438627 Movie Vector: [0.9984779273879204, -1.7907187890663747] User Vector: [2.370162422965464, -0.2702231692443898] Predicted: 2.8504485700622797 Movie Vector: [1.6209647034655112, -0.15050870773790154] User Vector: [1.6896751236528709, 0.05089079274988857] Predicted: 2.731244228312484 Movie Vector: [1.4426038275697037, -1.1060257328174166] User Vector: [1.5901439813288294, -1.0670851386914284] Predicted: 3.4741714163516586 Movie Vector: [1.871984711479164, -0.28555023929154844] User Vector: [1.767022791489252, 0.40415191314608884] Predicted: 3.192433974994111 Movie Vector: [1.8396653523780941, -0.423159294274055] User Vector: [2.083921126082942, -0.3910315038834111] Predicted: 3.999186107965757 Movie Vector: [1.899195725068664, -0.603363186390395] User Vector: [1.9716092281496305, -0.33714985836966294] Predicted: 3.9478956304446964 Movie Vector: [2.1066102877196324, 0.17278117810434998] User Vector: [1.812930614124434, 0.7133432414917473] Predicted: 3.942390568294124 Movie Vector: [1.4691140633262236, -0.24409651723583253] User Vector: [1.95463474670107, -0.18756949037372228] Predicted: 2.9173664543845588 Movie Vector: [1.7266207270174931, -0.3055644687469403] User Vector: [1.7510453365291232, -0.47802231065045686] Predicted: 3.1694578054015974 Movie Vector: [1.8770195445620161, -0.35410582359573595] User Vector: [2.030475352669152, -1.4141274734715512] Predicted: 4.311992695374452 Movie Vector: [1.949268132409933, 0.5211304318845339] User Vector: [1.9834697429448243, -0.7264598772885128] Predicted: 3.487734011923519 Movie Vector: [2.193375101762384, -0.15005541468462755] User Vector: [1.913127051333668, -0.4907420660357723] Predicted: 4.2698437451255415 Movie Vector: [1.6148036451142502, 0.13232550565558654] User Vector: [1.8406830227264102, -0.3834735246988864] Predicted: 2.921598326537213 Movie Vector: [2.14852946215958, 0.23714457560439825] User Vector: [2.1128993180971003, -0.36300211438869306] Predicted: 4.4535424531483 Movie Vector: [2.206490952636182, -0.13487310212588494] User Vector: [1.8088692982635919, -0.07410267365028866] Predicted: 4.0012481985910116 Movie Vector: [2.0629361364242556, 0.25309224637807665] User Vector: [1.8968336710641371, 0.06960698944128457] Predicted: 3.930663714145798 Movie Vector: [1.9915506526633908, 0.8275272270278805] User Vector: [1.961301109204121, 0.13218633600692375] Predicted: 4.015418296191685 Movie Vector: [2.162726648579263, -0.3929626055023298] User Vector: [1.6169595224154554, -0.36664453589996393] Predicted: 3.6411190409223457 Movie Vector: [1.4453439983896388, -0.4401223642302439] User Vector: [2.1810011891972017, -0.6039723589435688] Predicted: 3.418118721834802 Movie Vector: [1.961270882491234, -0.01552299342079962] User Vector: [2.2643391063886003, -0.6293496263519983] Predicted: 4.450751747555427 Movie Vector: [1.8211492264529119, -0.13560092015312566] User Vector: [2.299259573393687, 0.007585087637713898] Predicted: 4.186266248637249 Movie Vector: [1.9335277461072982, -0.43909332410193996] User Vector: [2.0322927309189445, -0.01960946585015716] Predicted: 3.938104768987962 Movie Vector: [1.5922148890101604, -0.37274030116082807] User Vector: [2.1348067646244293, -0.3157451561397061] Predicted: 3.516762060384212 Movie Vector: [1.9474776970937484, -0.3504132382633389] User Vector: [1.7014245974586832, -0.2637495401662156] Predicted: 3.4059077872976045 Movie Vector: [1.100723473122465, -0.21745197539659156] User Vector: [2.0990237107973804, -0.4674135754778019] Predicted: 2.412084674430129 Movie Vector: [1.050808409514069, -0.8414057411720556] User Vector: [1.7856867038172048, -0.31928137332914075] Predicted: 2.145059785697015 Movie Vector: [2.305007377499221, -0.19599216512300255] User Vector: [1.8891955051243428, -0.07901266192301255] Predicted: 4.370095439532401 Movie Vector: [1.2834864492859979, -0.34721797867092125] User Vector: [1.7579622908769361, -0.3768904483486099] Predicted: 2.387183918352299 Movie Vector: [2.1767542341225443, -0.2390625207830856] User Vector: [1.9503360754869816, -0.3288714806337014] Predicted: 4.324023155452192 Movie Vector: [1.7194790927978723, -0.37040718566307695] User Vector: [2.123525175602048, -0.3294574869499979] Predicted: 3.7733905630144307 Movie Vector: [1.5971368239930648, 0.18514740968461124] User Vector: [1.5454307038371864, 0.28216489647333326] Predicted: 2.5205063857138548 Movie Vector: [1.6266330395691593, -0.7709322771534513] User Vector: [1.9372571166877224, -0.5793295335468046] Predicted: 3.59783026866422 Movie Vector: [1.744505793214598, 0.24340496543365275] User Vector: [2.1744571009257223, -0.5104915252541076] Predicted: 3.669096837602894 Movie Vector: [1.6316192248014796, -1.4074748775489063] User Vector: [1.902397085658812, -0.5668952659620112] Predicted: 3.901878503210161 Movie Vector: [1.9039415023752602, -0.3379305239381664] User Vector: [1.8917604434977615, -0.40119243360667606] Predicted: 3.7373763902159487 Movie Vector: [2.164508890222902, -0.45737554061502295] User Vector: [2.030503464306853, -0.09187674658022393] Predicted: 4.4370649767576635 Movie Vector: [2.239736677616603, -0.4294754608886144] User Vector: [1.6715612077559743, -0.14819644716890315] Predicted: 3.8075036833420817
avg loss: 1.0273427829486366: 94%|██████████████████████████████████████████▎ | 65864/70000 [01:45<00:05, 724.33it/s]
Movie Vector: [1.6566334187314884, -0.431746093697274] User Vector: [1.8236742912671957, -0.9756393646284494] Predicted: 3.442388260330322 Movie Vector: [1.2807365566568125, -0.7052278177814996] User Vector: [2.222823128389375, -0.38909163444147343] Predicted: 3.1212490837847295 Movie Vector: [2.2917296292354714, -0.6249033399495068] User Vector: [2.077195229616933, 0.04055366051677893] Predicted: 4.735027735515591 Movie Vector: [1.8432601180240598, -0.3369457849464249] User Vector: [2.391050226024669, -1.5708634258411407] Predicted: 4.936623331887359 Movie Vector: [2.1129264664849807, -0.26611254758011255] User Vector: [1.9082326184120793, -0.5719291400562179] Predicted: 4.18415272414848 Movie Vector: [1.8530561879449876, -0.1118967297385764] User Vector: [2.3476209444062945, -0.6219733503558977] Predicted: 4.419870301870711 Movie Vector: [2.0013095523490794, -0.30218422274129036] User Vector: [1.8390284500418894, -0.1407803802917871] Predicted: 3.723006813906252 Movie Vector: [1.1841828780163044, -1.8118910850309649] User Vector: [1.6343079305902866, -0.03152562291497724] Predicted: 1.9924404639209714 Movie Vector: [1.8763442105767627, -0.32643287389920733] User Vector: [1.5433234195897036, -0.1104910465876991] Predicted: 2.931873873272426 Movie Vector: [1.939957589062614, -0.07472232683531972] User Vector: [1.7202158658548496, -0.3391139384508068] Predicted: 3.3624852063343647 Movie Vector: [1.9414018109134452, -0.21346138174459306] User Vector: [2.160649852798894, 0.4628796958488667] Predicted: 4.095882597516225 Movie Vector: [1.515802632476037, -0.5735596123379111] User Vector: [1.8033157798874817, -0.4872727441741835] Predicted: 3.012950772590397 Movie Vector: [1.936430725799022, -0.33073464361801336] User Vector: [1.9099861721395113, -0.4044273176729027] Predicted: 3.8323140343621462 Movie Vector: [1.7957752657229096, -0.5984698059099924] User Vector: [1.4564829129428192, -0.5313650173888298] Predicted: 2.933521908834821 Movie Vector: [1.5592899619866623, 0.17827052683865] User Vector: [1.4878694086429818, 0.08062608616599776] Predicted: 2.3343930885017836 Movie Vector: [2.28472405034783, -0.17886965283287387] User Vector: [1.6508397817028049, -0.18100248130582655] Predicted: 3.8040892035204217 Movie Vector: [1.7784324242984473, -0.592300332446697] User Vector: [1.5653632479927262, -0.619534378087208] Predicted: 3.1508431741386063 Movie Vector: [1.6295304997493245, -0.3334565305722107] User Vector: [1.9388828289134765, -0.44905923707092216] Predicted: 3.309210440369835 Movie Vector: [2.0185169613954885, 0.026258053579674426] User Vector: [1.8485911658930516, -0.03849615223529649] Predicted: 3.7304017890129804 Movie Vector: [1.5476060965634446, -0.2388773069767008] User Vector: [1.6170702442556462, -0.5640513843037182] Predicted: 2.6373268442603286 Movie Vector: [2.0262490211212696, 0.09616018368420538] User Vector: [1.2628402689444247, -0.6980815034176873] Predicted: 2.49170121318597 Movie Vector: [1.713523041362607, -1.190420098749558] User Vector: [1.8017240725889618, -0.4209919606200624] Predicted: 3.5884530038929654 Movie Vector: [2.065937278413819, 0.10529849141293966] User Vector: [1.7702191304723924, -0.5247239321997422] Predicted: 3.601909054135313 Movie Vector: [1.8404824668719755, -0.11054091396265604] User Vector: [2.063008615033254, -0.6473311481235597] Predicted: 3.8684877617246145 Movie Vector: [1.5481885971951659, -1.2652912823513478] User Vector: [2.100951240872052, -0.1432111178977157] Predicted: 3.4338725333929156 Movie Vector: [1.6141074504405446, -0.37231664264739844] User Vector: [1.7178675126723866, -0.23480325251537687] Predicted: 2.8602439097334806 Movie Vector: [1.5229236091027245, -0.5713914794613789] User Vector: [2.2828305978829047, -0.32786815491340837] Predicted: 3.6639176832022087 Movie Vector: [1.1919448338007976, -1.2830955856856139] User Vector: [1.6872762994193946, -0.15120985776422208] Predicted: 2.205156969296898 Movie Vector: [2.1249402626110983, -0.3843945666896211] User Vector: [1.8591704071130546, 0.11392759220112582] Predicted: 3.906832905691453 Movie Vector: [1.6561395357452133, -0.2030819872971945] User Vector: [1.7763580707466895, -0.09439455567739086] Predicted: 2.9610666645606853 Movie Vector: [1.7516760866132324, -0.6706562008030071] User Vector: [1.6346342263680815, -0.03202488060721832] Predicted: 2.884827369447697 Movie Vector: [2.0082962712886694, -0.28255081985052094] User Vector: [1.7849241693224598, -0.2502708158825495] Predicted: 3.6553707779955946 Movie Vector: [1.8334134544955836, -0.6161826354312666] User Vector: [1.851432570274815, -0.738912283176534] Predicted: 3.849746302433437 Movie Vector: [2.103746139617775, -0.6340968974050127] User Vector: [1.8244592066975007, -0.29175086133000655] Predicted: 4.023197328964572 Movie Vector: [1.894773307869577, -0.29336129905461483] User Vector: [1.5220380702262046, -0.8880039560556278] Predicted: 3.1444231031400496 Movie Vector: [1.4752203605948393, -1.3816953800723615] User Vector: [1.7813468738926146, -0.596593614061096] Predicted: 3.452189817977242 Movie Vector: [2.1224486359433654, -0.470652010780975] User Vector: [2.3727260858143686, -0.7128312578017084] Predicted: 5.371484709135853 Movie Vector: [1.5354980184681135, -0.4049346198220263] User Vector: [1.3345320924539983, -0.19080719829980397] Predicted: 2.1264358238480567 Movie Vector: [1.986303668406213, 0.5075659038493209] User Vector: [1.904157306170733, -0.37827210799518446] Predicted: 3.590236618073856 Movie Vector: [1.5996739855962205, -1.155070668693365] User Vector: [1.5106494121576233, -0.3406517570494517] Predicted: 2.8100234187914523 Movie Vector: [1.65866040114693, -0.20321594450629343] User Vector: [1.6398432310488056, 0.21023897977145017] Predicted: 2.677219118583195 Movie Vector: [0.26070682414971913, 0.05467571447395218] User Vector: [1.9193139568213404, -0.2924187407570113] Predicted: 0.48439004265265984 Movie Vector: [2.415510868480508, -0.1345794409332085] User Vector: [1.5864217860601098, -0.8348819044066914] Predicted: 3.94437700616276 Movie Vector: [1.7392153024708925, -0.6755392346360387] User Vector: [2.164516612881539, -0.1513048306785799] Predicted: 3.8667727650893813 Movie Vector: [0.07012078614524289, -0.7369923677344624] User Vector: [2.113893066498919, -0.48308394945731054] Predicted: 0.504257027374941 Movie Vector: [1.562879598369762, 0.6303923177130439] User Vector: [1.7441107840149632, -0.31803887921302115] Predicted: 2.5253458954437216 Movie Vector: [1.5238094097624797, 0.0531000623551112] User Vector: [2.5468626560781753, -0.17841159936303386] Predicted: 3.8714596136535335 Movie Vector: [2.17212115964785, -0.4255989860435816] User Vector: [1.855257287453128, -0.4324912459793303] Predicted: 4.213911446429341 Movie Vector: [1.6465928230773332, -0.525620194345998] User Vector: [1.6388087528339959, -0.18839554245523876] Predicted: 2.797475232452015 Movie Vector: [1.866880670603921, 0.05639821635091481] User Vector: [1.66031839004572, 0.10978367126764621] Predicted: 3.1058079126685265 Movie Vector: [2.0032547201656294, -0.07061376586627605] User Vector: [1.633810802799864, 0.11292825178540687] Predicted: 3.2649649134351613 Movie Vector: [2.2777508975737084, -0.14724638868092121] User Vector: [2.2686581204407132, -0.11380028385480893] Predicted: 5.184194750950201 Movie Vector: [2.230467658793718, -0.1685196028694759] User Vector: [1.8545566930212773, -0.07141645466945493] Predicted: 4.148563797762631 Movie Vector: [2.120085081395777, 0.007459115081756179] User Vector: [2.003703062152656, 0.27488100650337904] Predicted: 4.250071338678179 Movie Vector: [1.8642942422612123, -0.17518865762534153] User Vector: [1.4034408765956514, -0.5165921723137892] Predicted: 2.7069278347987136 Movie Vector: [1.4730812456605449, -1.1264779687735873] User Vector: [1.6570754513361923, -0.2613423430860729] Predicted: 2.7354031618019574 Movie Vector: [2.15377386009213, 0.21873705869902596] User Vector: [2.259085554622714, -0.49868360468030304] Predicted: 4.756478830348937 Movie Vector: [2.1322645584131945, 0.08648668448179245] User Vector: [1.8761367351377223, -0.6587754422293183] Predicted: 3.943444563254767 Movie Vector: [2.1561483799025054, 0.07855834207979939] User Vector: [1.4688638032338577, 0.07845321301746848] Predicted: 3.1732514639856 Movie Vector: [1.4109347750630026, -0.05985752238287244] User Vector: [1.820557495162821, 0.7140369852667787] Predicted: 2.5259473950990134 Movie Vector: [1.9362609905513404, -1.1166561143954654] User Vector: [1.9348429109886331, -0.22413477944939017] Predicted: 3.9966423233129307 Movie Vector: [2.17853166856461, -0.18894734789232975] User Vector: [1.7570318215127512, -0.5738200702320723] Predicted: 3.9361712462790304 Movie Vector: [2.0918796806625948, -0.19133061348926136] User Vector: [2.1489950253886825, 0.06955457323756165] Predicted: 4.482131108287056 Movie Vector: [1.0117315775933118, -0.4022339454048948] User Vector: [1.806241902977944, -0.4819026951537053] Predicted: 2.021269592387948 Movie Vector: [2.0004169585163067, -0.679049962491427] User Vector: [1.8759602920817535, -0.3178663568395172] Predicted: 3.9685499194727045 Movie Vector: [1.6171691385499511, -0.5860676941639211] User Vector: [1.4313237124548972, -0.1709753575668908] Predicted: 2.414895668624884 Movie Vector: [1.8795839546695026, -0.7556922784012156] User Vector: [1.7799562410301908, -0.12377372236161747] Predicted: 3.4391120369118386 Movie Vector: [1.331804706790622, -2.099791941938214] User Vector: [2.1134533492490446, -0.5228292490736385] Predicted: 3.9125397623267153 Movie Vector: [1.301816186854356, -0.3643414010820674] User Vector: [1.7683247618951052, -0.48843495969918094] Predicted: 2.4799908762046856 Movie Vector: [1.1308652604979597, -0.6347869025881505] User Vector: [2.0351258823087166, -0.023984554690860894] Predicted: 2.3166782422253545 Movie Vector: [2.164371654831507, 0.03907970818473144] User Vector: [1.8947892634789618, 0.10509049154930893] Predicted: 4.105135079495669 Movie Vector: [2.11974716065472, -0.2246572456295954] User Vector: [1.7652954639388079, -0.34085029211164225] Predicted: 3.8185545351987895 Movie Vector: [2.3115634529435907, -0.12782228912638932] User Vector: [1.7862867418914756, -0.13281673865285445] Predicted: 4.146092088602925 Movie Vector: [2.1817001373149707, -0.44453871749552026] User Vector: [2.041083456555396, -0.33096446457363826] Predicted: 4.600158576056379 Movie Vector: [1.6119437287688847, -0.40061404635490844] User Vector: [1.525647159626832, -0.8165261034358436] Predicted: 2.786369197526373 Movie Vector: [1.8893466340045355, -0.13537594193886496] User Vector: [1.5800347056142254, -0.3907525388537715] Predicted: 3.038131745674916 Movie Vector: [1.6190117935459345, -0.6970273247901687] User Vector: [1.9449098185947828, -0.1814281677680421] Predicted: 3.2752923241091776 Movie Vector: [1.44763886600288, -0.5559929246438208] User Vector: [1.9205806181288594, -0.10126069630864377] Predicted: 2.836607378787285 Movie Vector: [1.9323522568328624, -0.2177427351392477] User Vector: [1.8875898426291446, 0.10155790084865766] Predicted: 3.625374997273428 Movie Vector: [1.230389624755882, -0.6171699997369112] User Vector: [1.553805191229924, -0.37947394917395544] Predicted: 2.1459857232929824 Movie Vector: [1.8012760557352145, -0.4349005731871331] User Vector: [1.9150301847657494, -0.3343572913707164] Predicted: 3.59491019549515 Movie Vector: [1.9250737935614168, -0.4599159107928423] User Vector: [1.282925442435582, -0.27336106763616996] Predicted: 2.595449252723118 Movie Vector: [1.6611017597561402, 0.19171749685865622] User Vector: [1.928663998212455, -0.17443391314602083] Predicted: 3.1702651282134067 Movie Vector: [1.909797450964815, -0.5606484320189117] User Vector: [1.8938345468884055, -0.19543475417360773] Predicted: 3.7264105786860164 Movie Vector: [1.9997212546728405, -1.3058022324445626] User Vector: [1.335140251480218, -0.08288805162300872] Predicted: 2.778143741706538 Movie Vector: [1.3164686791519709, -1.1457804070132054] User Vector: [2.123123170017689, -0.6930009383060148] Predicted: 3.589052052462931 Movie Vector: [1.1827055234926034, -1.0709764155041068] User Vector: [1.5490983796554454, -0.3213255554233004] Predicted: 2.1762593016090497 Movie Vector: [1.7981778281114176, -0.45775894403453843] User Vector: [0.9206423618456342, -0.07395011623084054] Predicted: 1.689330009808009 Movie Vector: [1.7315722890412297, -0.043417666786469834] User Vector: [1.7170318149154506, -0.06139673756668347] Predicted: 2.9758304132032105 Movie Vector: [1.5294040780665041, -0.6582915315608296] User Vector: [2.2471939482636185, -0.36932990970388974] Predicted: 3.679994340590943 Movie Vector: [1.8480440690654356, -0.2274037408976597] User Vector: [2.2719433561686606, 0.1431390629651464] Predicted: 4.166101086233254 Movie Vector: [1.954387036847363, -0.1367456974626208] User Vector: [1.943609098203323, -0.06038854585102235] Predicted: 3.806822300048319 Movie Vector: [1.927939533887487, -0.3895691232409985] User Vector: [1.9511686790727742, -0.3433961605876176] Predicted: 3.895511774871871 Movie Vector: [-0.2679823047263579, -0.47884977041502946] User Vector: [2.297657341947564, -0.4552070787733553] Predicted: -0.3977557048046283 Movie Vector: [1.4580861927983022, -0.2239440574608625] User Vector: [1.952721967648908, -0.2854123769339385] Predicted: 2.911153345142941 Movie Vector: [2.145371449561676, 0.07666453664769268] User Vector: [1.9364534220461438, -0.4233540407655557] Predicted: 4.121955643690583 Movie Vector: [1.9762420722616174, -0.46643977212590615] User Vector: [1.9174949181648242, -0.4446859029886783] Predicted: 3.996853321882815 Movie Vector: [1.842160523706674, -0.46129183105582916] User Vector: [2.3014867173603073, -0.33486781507067787] Predicted: 4.394179764132036 Movie Vector: [0.9665464849667595, -1.1107087700568172] User Vector: [2.1809188161606303, -0.2538080199615319] Predicted: 2.389866209439953 Movie Vector: [1.580834200425792, 0.6656604805279221] User Vector: [2.1945144506340526, -0.2284987725256029] Predicted: 3.3170608941714956 Movie Vector: [1.220501230909209, -0.5324481794970557] User Vector: [2.498459302873918, -0.1800983070686538] Predicted: 3.1452656702633877 Movie Vector: [2.1689115343212158, -0.3323396337519096] User Vector: [1.715142068322527, -0.4004332857110834] Predicted: 3.8530712664995703 Movie Vector: [1.5513867797132745, -0.7416290729467574] User Vector: [2.137727924995741, -0.3325170184404539] Predicted: 3.5630471295872965 Movie Vector: [1.7667480261260764, -0.9635799471396944] User Vector: [2.1226116794532337, -0.4720734655456114] Predicted: 4.205000519882649 Movie Vector: [2.42932481128722, -0.32177666476428946] User Vector: [1.9837560759556414, -0.30443147872062826] Predicted: 4.917146800732799 Movie Vector: [2.2953229824401133, -0.2508717695310728] User Vector: [1.9903137327929827, -0.31567488314377845] Predicted: 4.647606769676698 Movie Vector: [1.4710557926328882, -0.04800212259705657] User Vector: [1.9981333649200586, -0.4755310519481556] Predicted: 2.9621921607730193 Movie Vector: [1.981169898491061, -0.29704634013594244] User Vector: [1.9754713213608883, -0.061564574620208694] Predicted: 3.9320318487855124 Movie Vector: [1.9481048543657415, -0.3332065654419909] User Vector: [2.1667120609670905, -0.4755487539647826] Predicted: 4.379438250991613 Movie Vector: [1.943991651434076, -0.4639468588545174] User Vector: [1.6874820611671968, 0.11103636572920633] Predicted: 3.2289360657551107 Movie Vector: [1.8402645325435518, 0.582040522368562] User Vector: [1.6506387201674646, -0.718294813439369] Predicted: 2.619535204338387 Movie Vector: [1.9799309577009743, -0.08260245789396685] User Vector: [1.6484745025907335, -0.31094264651556663] Predicted: 3.289550327526349 Movie Vector: [2.047999274561301, -0.6544119922002729] User Vector: [1.8830853423635716, -0.5238196220585123] Predicted: 4.199351257522519 Movie Vector: [2.077884849027652, -0.8891364586693098] User Vector: [1.8143137159619895, -0.7052377594138535] Predicted: 4.396987585705589 Movie Vector:
avg loss: 1.026886550789844: 94%|███████████████████████████████████████████▍ | 66009/70000 [01:45<00:05, 676.57it/s]
[1.9165302128466157, -0.37239526862199573] User Vector: [1.8582340234614851, -0.1367952001633912] Predicted: 3.612303533814509 Movie Vector: [1.7692663666112434, -0.2985946321379918] User Vector: [2.0501776824173827, -0.13410516235343736] Predicted: 3.667353500698793 Movie Vector: [2.5010409517791574, -0.34459485762365966] User Vector: [2.1556945391720457, -0.358278579190105] Predicted: 5.514941277981606 Movie Vector: [2.3483833464026906, -0.19780629751811818] User Vector: [2.2142250354974378, -0.34364792659239674] Predicted: 5.26782492255911 Movie Vector: [1.9987511560309374, 0.32742975605889224] User Vector: [1.8915418496761203, 0.6565101834009686] Predicted: 3.9956824279222007 Movie Vector: [2.136132112360978, 0.08512865469932564] User Vector: [1.9482777391745676, -0.8784198986481363] Predicted: 4.086999938215806 Movie Vector: [2.2900482410711964, -0.3771139032237993] User Vector: [1.9752161887807989, -0.33829576830979186] Predicted: 4.65091639648422 Movie Vector: [2.014985708079208, 0.058208392174277236] User Vector: [1.9982441410235132, -0.38953150233006717] Predicted: 4.003759382963529 Movie Vector: [1.9680726243852602, -0.13717091297087008] User Vector: [1.6455614848011275, -0.9842776943259436] Predicted: 3.373598779927413 Movie Vector: [2.253448013347275, -0.05205433252009941] User Vector: [1.9892091813983925, -0.4050154762015357] Predicted: 4.503662288228348 Movie Vector: [1.9960085474446847, -0.22411096366368255] User Vector: [1.8454980321101189, -0.23645548115432796] Predicted: 3.736622112129199 Movie Vector: [1.7959042336033397, -0.3072276274540769] User Vector: [2.1255748902051086, -0.834665042406079] Predicted: 4.073761104857585 Movie Vector: [0.8793846559480959, -0.8777512256204327] User Vector: [2.26503323292401, -0.37700835792398674] Predicted: 2.3227550184828103 Movie Vector: [0.9210868167545925, 0.9742882030515102] User Vector: [1.8151963069916486, -0.178061565903559] Predicted: 1.498470105114913 Movie Vector: [1.931163541578992, -0.31637080447132643] User Vector: [2.211403196429906, -0.6048844860723275] Predicted: 4.461949020147607 Movie Vector: [1.4945187985152102, -0.5992614428287572] User Vector: [2.106323361711487, 0.09936692153902858] Predicted: 3.08839309505864 Movie Vector: [1.8507280909726864, -0.291245203382508] User Vector: [1.9075670760695076, -0.2554510126258845] Predicted: 3.604786855222962 Movie Vector: [1.5290823567013987, -0.5602869514084838] User Vector: [1.6818011725084157, -0.4436774162241962] Predicted: 2.8201991673073916 Movie Vector: [2.036682798349678, 0.025879757481666075] User Vector: [1.8063874176624763, -0.30188390016465244] Predicted: 3.6712254985845796 Movie Vector: [2.015271387843967, -0.14528286103317828] User Vector: [1.776293683624042, 0.4649374391594202] Predicted: 3.512166395652976 Movie Vector: [1.7077678921727377, -0.9753402367039693] User Vector: [1.0058732860041453, -0.6168713298995286] Predicted: 2.3194575303522633 Movie Vector: [1.8123291113967832, 0.10549453955775559] User Vector: [2.0197965442141963, -0.31889726410217756] Predicted: 3.6268941561353207 Movie Vector: [1.1560405998986634, -0.1238873452028922] User Vector: [1.9561571481429616, -0.3331247254675143] Predicted: 2.3026670208948605 Movie Vector: [1.599495780321896, -0.6952068010375906] User Vector: [1.787542082626357, -0.5653838025201652] Predicted: 3.2522246830171855 Movie Vector: [1.9953161858660349, -0.028953438139070215] User Vector: [1.807449236683338, -0.25252945996614956] Predicted: 3.6137443131828966 Movie Vector: [1.9220506262403434, -0.3417709908952217] User Vector: [2.2412712207263703, -0.2484787402805982] Predicted: 4.392759578653676 Movie Vector: [1.7981875821148015, -0.41411017044576054] User Vector: [1.9497405530031586, 0.7036874198415496] Predicted: 3.214595133384804 Movie Vector: [2.1761663921768863, -0.1669671013487905] User Vector: [2.253365531714039, -0.11281168652136744] Predicted: 4.922534179702632 Movie Vector: [1.983577525837822, -0.20675585406147093] User Vector: [1.8450925098052795, -0.23509163483127388] Predicted: 3.7084906072837014 Movie Vector: [2.15562652578957, -0.27629766010511003] User Vector: [2.032448004694645, -0.3651768227543264] Predicted: 4.4820963328595 Movie Vector: [2.0934806735287252, -0.5628133519474564] User Vector: [2.207904964827429, -0.31849024177031965] Predicted: 4.8014569333876524 Movie Vector: [1.5735654166466457, -0.5255821758605147] User Vector: [2.120271942588834, -0.550128020857961] Predicted: 3.625524084948357 Movie Vector: [1.1526713411916636, -0.22823752219375537] User Vector: [1.9757363025020902, -0.18276614311295877] Predicted: 2.3190887052911537 Movie Vector: [1.5149513670537147, -0.5733295924806117] User Vector: [2.105504496202241, -0.8348758596346285] Predicted: 3.6683959512355497 Movie Vector: [1.6999784204318955, -0.06645353350516009] User Vector: [1.7418417333945768, -0.238282438502946] Predicted: 2.9769280685892143 Movie Vector: [2.032932596779627, -0.398154051211579] User Vector: [1.7128941653648224, 0.15643350325371125] Predicted: 3.419913750538095 Movie Vector: [2.188768025118081, -0.16877595688996455] User Vector: [1.8659169205232076, -1.2800372496206018] Predicted: 4.300098804827507 Movie Vector: [1.9971147452889566, -0.3439632289508847] User Vector: [1.7291397091895562, -0.024939496374198532] Predicted: 3.4618686795883993 Movie Vector: [2.235104931211856, -0.10522888314411832] User Vector: [1.880644173021162, -0.9517388333914847] Predicted: 4.303587479457114 Movie Vector: [2.2363701753649297, -0.20143149734184992] User Vector: [1.753304227034557, -0.3688924945267184] Predicted: 3.9953438492120315 Movie Vector: [2.225279712714204, -0.43799112647909344] User Vector: [1.9173499110540635, -0.23756865788677195] Predicted: 4.370692823326944 Movie Vector: [1.9821107111656002, -0.15396252939982913] User Vector: [1.876666935084112, -0.16513520227779777] Predicted: 3.745186266756179 Movie Vector: [1.7005122056280149, -0.41065950145142727] User Vector: [1.6793645043534384, -0.8400601792097343] Predicted: 3.2007585317349294 Movie Vector: [1.6785294716492944, -0.4025634259716667] User Vector: [2.1182081859465627, -1.2197584719396668] Predicted: 4.046505016522092 Movie Vector: [1.5324243652698355, -1.099638568473648] User Vector: [1.7557442553303586, -0.20084973225723007] Predicted: 2.9114073881084406 Movie Vector: [2.1387589795107966, -0.191641523126512] User Vector: [1.6957881937244743, 0.29927674636588186] Predicted: 3.5695283751667093 Movie Vector: [1.9189589820970399, 0.8226347467698739] User Vector: [1.8296269862757213, 0.2280764898687527] Predicted: 3.698602784688276 Movie Vector: [1.9027481592170856, -0.7626713195813892] User Vector: [1.5151547714703046, -1.5872081648101264] Predicted: 4.0934760978502 Movie Vector: [1.7585383503772603, -0.670790642609127] User Vector: [2.0043447022939427, -0.18843081963356212] Predicted: 3.651114656948752 Movie Vector: [2.0946883462002988, 0.42080238295373673] User Vector: [1.8614737124180576, -0.7422869597468363] Predicted: 3.5868511706633583 Movie Vector: [1.6675663997283032, -0.2890219109231205] User Vector: [2.260754586629352, 0.1445158526704737] Predicted: 3.7281901387972525 Movie Vector: [1.8809524753004945, -0.6970137165730207] User Vector: [2.1300614841165606, -0.1273495393955151] Predicted: 4.09530879684922 Movie Vector: [2.2101804853393663, -0.2805721841203835] User Vector: [1.423356163338684, -0.518463621718956] Predicted: 3.2913404866313227 Movie Vector: [1.9822371056397605, -0.09896397539923156] User Vector: [1.7857099358053201, -0.03439790635798318] Predicted: 3.543104648221497 Movie Vector: [1.3947817175507289, -0.2718442445908038] User Vector: [1.8008190788978682, -0.08961096722039454] Predicted: 2.5361097535543693 Movie Vector: [1.5087519045983588, -0.02149287393510163] User Vector: [1.9354810147930206, -0.3946436783542478] Predicted: 2.928642694211087 Movie Vector: [2.0679955388002247, 0.3514628708636932] User Vector: [1.9626090843407749, -0.17251085861565854] Predicted: 3.9980356692012964 Movie Vector: [1.5696692799295557, -0.5619261266567636] User Vector: [1.8498248850133627, -0.6820126424026761] Predicted: 3.2868540177309784 Movie Vector: [2.0058599815147944, -0.3320492966562308] User Vector: [1.8684268389647998, -0.03823811815568847] Predicted: 3.760499564906733 Movie Vector: [1.0736658175448452, -0.31862528065570456] User Vector: [2.192087762323803, -0.15033425977847722] Predicted: 2.4014699951795215 Movie Vector: [1.3006574073932575, 0.017222233230588833] User Vector: [2.3111475397090406, -0.19206283159545706] Predicted: 3.0027034162206023 Movie Vector: [1.4515386753449466, -0.34108780441369874] User Vector: [2.064761296779484, -0.14891830404237136] Predicted: 3.04787509499363 Movie Vector: [2.0237572542031774, -0.5905189520361696] User Vector: [1.750569394157779, -0.305765536868702] Predicted: 3.723287854813349 Movie Vector: [2.1972531250724616, -0.5179860111364767] User Vector: [2.1176990436521814, -0.5295232296927055] Predicted: 4.927406467180348 Movie Vector: [1.487732375635803, -0.5995815959268269] User Vector: [1.4095548530042108, -1.3170910703284286] Predicted: 2.8867439559774213 Movie Vector: [2.0220771653799066, 0.2032172479314031] User Vector: [1.8447889178330432, -0.06460013563396953] Predicted: 3.7171776839165744 Movie Vector: [1.289113773457338, -0.5872081964836671] User Vector: [1.8410205507947075, -0.3572416223032336] Predicted: 2.5830601579890535 Movie Vector: [1.8171275572776036, -0.10237788009500927] User Vector: [1.692215257382123, -0.08477846117196014] Predicted: 3.0836504161671705 Movie Vector: [1.826325024281814, -1.1377576673806717] User Vector: [1.8682038560013126, -0.5190644332954141] Predicted: 4.0025169915214365 Movie Vector: [1.3827958074493525, -1.426889888587689] User Vector: [1.6016254429741434, -0.24579249503493705] Predicted: 2.565439773504949 Movie Vector: [2.0212391248078414, -0.6863794784823601] User Vector: [2.0001606206409286, -0.47559720346880907] Predicted: 4.369243062823969 Movie Vector: [2.214506628814608, 0.2189657878469268] User Vector: [1.640014754802852, 0.19215704802003317] Predicted: 3.673899365274726 Movie Vector: [1.9858648530049166, 0.1271327725231105] User Vector: [2.1095680754308708, -0.12996193375198417] Predicted: 4.172794675059036 Movie Vector: [1.9726755794352575, -0.8334387357908263] User Vector: [1.271121471729372, -2.229068916921173] Predicted: 4.365302665885745 Movie Vector: [2.119591808809434, 0.3021270456460676] User Vector: [2.200515480896204, -0.4476604948931705] Predicted: 4.528944245691417 Movie Vector: [2.2063356014280298, -0.08516904232556878] User Vector: [1.8663865779969675, 0.11262221109047217] Predicted: 4.108283227198978 Movie Vector: [1.6759251624265745, -0.3378032383081267] User Vector: [1.7628120577656288, -0.25188174317436923] Predicted: 3.0394275527533834 Movie Vector: [2.0031825883398837, -0.20925382430962147] User Vector: [1.968970976591231, -0.20746249644355283] Predicted: 3.9876206980357654 Movie Vector: [2.012606198196332, -0.19820714465202918] User Vector: [1.862932394255236, 0.63311968979491] Predicted: 3.6238604375615937 Movie Vector: [1.1211246866036135, -0.686462658872536] User Vector: [2.221017771851594, 0.9949773844055962] Predicted: 1.8070230325910674 Movie Vector: [1.970243650307351, -0.2126041046604014] User Vector: [2.0622282932602114, -0.1483230897200554] Predicted: 4.094626297970494 Movie Vector: [2.4006268964650634, -0.5671526452379005] User Vector: [1.9810087677285833, -0.6844586422272966] Predicted: 5.143855459437502 Movie Vector: [2.1370652611830243, -0.41569109936323373] User Vector: [2.084286872533796, -0.2577643458754234] Predicted: 4.5614074139453855 Movie Vector: [1.7624702592424852, 0.04434427604600027] User Vector: [2.2492770951148815, -0.6110891370702611] Predicted: 3.9371856795523534 Movie Vector: [1.9554704017272229, -0.4406875990157568] User Vector: [1.3823128880801363, -0.4276219594883265] Predicted: 2.8915196331801054 Movie Vector: [1.0338179348910423, -0.265885172392112] User Vector: [2.0219162910229214, -0.10798882646646438] Predicted: 2.11900595224933 Movie Vector: [1.322754309949315, -0.35563663570804444] User Vector: [2.0366549264593616, -0.02060009603070697] Predicted: 2.701320230701249 Movie Vector: [1.7306355932081328, -0.1106481450194899] User Vector: [1.7860209405487206, -0.3839801928015551] Predicted: 3.1334381059864005 Movie Vector: [2.037399485157106, -0.26983139310889415] User Vector: [1.8496418912729886, -1.0925925012238478] Predicted: 4.063275193710164 Movie Vector: [2.51366938353829, 0.1975094390032789] User Vector: [1.8752429568871327, -0.10411624975810742] Predicted: 4.69317686534215 Movie Vector: [2.0023350704412413, -0.16331869423530748] User Vector: [2.0888381271372713, 0.11718825558659947] Predicted: 4.1634148055596425 Movie Vector: [1.8141296557587248, -0.5143864498686511] User Vector: [1.7776034423320786, -0.3834420202555659] Predicted: 3.422040500443142 Movie Vector: [2.0626523524677753, -0.42523495691479246] User Vector: [2.152428705620418, -0.7742122253526394] Predicted: 4.768934235457859 Movie Vector: [1.7377260380043547, -0.19307919575302787] User Vector: [1.7349544175337073, -0.41365226181262293] Predicted: 3.094743112131204 Movie Vector: [1.2740450846770726, 0.1345984184422551] User Vector: [1.8076036686410586, 0.10351627595811337] Predicted: 2.3169016961033786 Movie Vector: [1.8352535027605468, -0.13269139395629942] User Vector: [1.8982291574516592, -0.41014585129701464] Predicted: 3.5381545349893533 Movie Vector: [1.7101616720194106, -0.21052767898919497] User Vector: [1.4241808959710933, 0.17081584708245182] Predicted: 2.3996181184911856 Movie Vector: [1.8893247999244012, -0.22005773922742022] User Vector: [2.1878171355593206, -0.9588084168311358] Predicted: 4.344490384471872 Movie Vector: [1.5126040253563366, -0.3474474537832942] User Vector: [2.0873717109955137, -0.7029436258835755] Predicted: 3.4016028254332027 Movie Vector: [1.3045503059529295, 0.017752730401648806] User Vector: [2.0632924316395918, -0.03979524163199977] Predicted: 2.6909622987698323 Movie Vector: [1.5871032727207253, 0.11223958861798729] User Vector: [1.7292237576375113, -0.033734108034849684] Predicted: 2.7406703826046983 Movie Vector: [0.9627303923106647, 0.7718078484709351] User Vector: [1.7716111964321082, 0.0985669881366827] Predicted: 1.7816587172070828 Movie Vector: [2.1365048822165416, -0.45102330645226424] User Vector: [2.349913055317796, 0.4242389039808926] Predicted: 4.829259082271714 Movie Vector: [2.2466633150278352, -0.21119811516921086] User Vector: [1.6177935781631665, -1.0882837276708592] Predicted: 3.864480955400211 Movie Vector: [1.8239609372727195, -0.2845363926101223] User Vector: [1.8700798805112715, -0.42129806322502766] Predicted: 3.5308272827558747 Movie Vector: [2.1906149885717614, 0.22991416242666965] User Vector: [2.334913247814742, -0.07269940831304406] Predicted: 5.0981813341065365 Movie Vector: [2.149115783994522, -0.012028088002227105] User Vector: [1.703751364714971, -0.14014516063264362] Predicted: 3.663244628236327 Movie Vector: [1.4427693107957276, -0.008593324155552057] User Vector: [1.7271399104553706, -0.45218261898018836] Predicted: 2.495750210077893 Movie Vector: [2.002324827852449, -0.40353560540526806] User Vector: [2.27501882685377, -0.32824004212753677] Predicted: 4.687783224959242 Movie Vector: [1.6497890307523864, -0.14238177951698927] User Vector: [1.5775395759413349, -1.0754907807395897] Predicted: 2.7557377791816045 Movie Vector: [1.9173452582531954, 0.43477169946655747] User Vector: [1.7211661947626202, 0.11162187534192795] Predicted: 3.3485998746338597 Movie Vector: [2.28990064261733, -0.34118045163269417] User Vector: [1.9415627743985353, -0.16570125792604448] Predicted: 4.502519874792405 Movie Vector: [1.9363992523923448, -0.15454571508763257] User Vector: [1.8614237212993845, -0.3891919441586808] Predicted: 3.6646074496258536 Movie Vector: [1.9131431503250804, 0.6530280688692135] User Vector: [1.9676433097586925, -0.14406851520053074] Predicted: 3.6703025360815555 Movie Vector: [2.1038529724285824, -0.4711637789903892] User Vector: [1.3727311662374244, -1.9224167426669543] Predicted: 3.7937976817033165 Movie Vector: [1.805902657380276, -0.14149872082033485] User Vector: [1.875500151496335, -0.5193578773809112] Predicted: 3.460459182801705 Movie Vector: [1.7430235708440716, -0.4642495415238366] User Vector: [1.9022651583673424, 0.05417860602398303] Predicted: 3.290540616022674 Movie Vector: [1.5575490776245515, -0.8901398291770318] User Vector: [1.6156827567253238, -0.04540707296371006] Predicted: 2.5569238316427665 Movie Vector: [1.6276555454578525, 0.17812139447683356] User Vector: [1.4297530607822864, -0.024588449071843148] Predicted: 2.3227657691809274 Movie Vector: [2.0234552850882537, -1.2096421975918765] User Vector: [2.028784817505805, -0.35907966645864375] Predicted: 4.539513278134521 Movie Vector: [1.9764620020590589, -0.4664907760058345] User Vector: [1.736949456080704, -0.24352116706213234] Predicted: 3.546614977637322 Movie Vector: [1.4908712616866988, -0.2766257782221894] User Vector: [1.590581394857514, -0.10383720418462986] Predicted: 2.400076138382601 Movie Vector: [1.8398434250613949, -0.22512581218820904] User Vector: [1.6408373711044482, -0.05978294366217751] Predicted: 3.0323425325684927 Movie Vector: [1.816667453474182, -0.1773726621246804] User Vector: [1.8764463088023138, -0.7413474977618105] Predicted: 3.540373716630411 Movie Vector: [1.8674378615760403, 0.1675914969910037] User Vector: [1.717675342013317, -0.16674192218839437] Predicted: 3.179707439220532 Movie Vector: [2.0609654887764974, -0.4403522539525868] User Vector: [1.5999993965763206, -0.6471179498071682] Predicted: 3.5825033861777813 Movie Vector: [2.251465171355812, -0.4305152798881991] User Vector: [1.9839154292609809, -0.4189033143902869] Predicted: 4.647060769537342 Movie Vector: [1.8162959896628401, -0.7154877594337538] User Vector: [1.9401229702794445, -0.3002828974463358] Predicted: 3.7386863078614674 Movie Vector: [1.8611202581788655, 0.6117994325004383] User Vector: [1.774337313994358, -0.18512250184106724] Predicted: 3.188997278348148 Movie Vector: [1.7546703056045332, -0.6852424683606854] User Vector: [1.7471647963476258, -0.4294995466244187] Predicted: 3.3600095166374824 Movie Vector: [2.0051666273972213, -0.47051517858010594] User Vector: [1.805457531117315, -0.48159085257099593] Predicted: 3.846838994579408 Movie Vector: [0.5623680694002801, 0.124449865415108] User Vector: [1.5228498812854876, -0.12780688711460228] Predicted: 0.8404965978244292 Movie Vector: [1.9187957768892026, 0.16260596956946663] User Vector: [1.6153139662015963, -1.29002587667205] Predicted: 2.8896917082518114 Movie Vector: [1.5745175274631242, 0.18397094286782528] User Vector: [1.9068816254030232, -0.7443190890223638] Predicted: 2.8654854573924666 Movie Vector:
avg loss: 1.0269903988292137: 95%|██████████████████████████████████████████▌ | 66151/70000 [01:45<00:05, 672.45it/s]
[1.4429090741200452, 0.058767253805944566] User Vector: [1.7470031592874333, -0.16839369520486253] Predicted: 2.510870676026799 Movie Vector: [2.28067044412545, -0.23317514771003467] User Vector: [2.032514669074901, -0.37407060131133474] Predicted: 4.722720100725298 Movie Vector: [1.8688298372656704, -0.19247407289273213] User Vector: [1.9111194474666495, -0.8302088249992189] Predicted: 3.7313507199034457 Movie Vector: [2.026503301571941, 0.6406667858753258] User Vector: [2.272039890839343, -0.6662497943067436] Predicted: 4.177452225780484 Movie Vector: [1.7144241706348597, 0.5550756731258224] User Vector: [2.105701031342491, -0.33450685876519803] Predicted: 3.4243881244700223 Movie Vector: [1.5404005316335163, -0.583420709927223] User Vector: [2.0791806944766615, -0.3430932950097785] Predicted: 3.402938780879868 Movie Vector: [1.990796218432578, -0.06692538589778449] User Vector: [1.6753209689281712, -1.0720283411947316] Predicted: 3.406968560030825 Movie Vector: [2.057126005877948, -0.14900719037980137] User Vector: [1.97838429483475, -0.32130784513454236] Predicted: 4.117662961775556 Movie Vector: [1.9105509133005403, -0.4267916425894881] User Vector: [2.1623579740404226, -0.5196813140287654] Predicted: 4.353090643823036 Movie Vector: [1.7877774078587445, -0.27638484196160895] User Vector: [2.140185590510627, -0.7389174389941616] Predicted: 4.0304010269388035 Movie Vector: [1.4626321098970796, -0.07233466675161672] User Vector: [1.8613006792585556, -0.8250779024120986] Predicted: 2.7820798747719104 Movie Vector: [1.5437838239427875, -0.6239222980780744] User Vector: [1.6093321907372276, -0.4584603896102088] Predicted: 2.770504663273911 Movie Vector: [1.9296879753265592, -0.34156234778096495] User Vector: [2.164734221101936, -0.04817348429030691] Predicted: 4.193715844633298 Movie Vector: [2.2673803023489083, -0.6569264968232185] User Vector: [2.20201733086046, -0.01783353719427408] Predicted: 5.0045260445389275 Movie Vector: [1.7198675982518108, -0.03866580760013848] User Vector: [1.9146015715615214, -0.743417069356723] Predicted: 3.3216060278610624 Movie Vector: [1.8178837238888501, -0.1703425870869057] User Vector: [2.0599160125331157, -0.29530489609578] Predicted: 3.794990791742357 Movie Vector: [1.8039030850883404, -0.4011608801676348] User Vector: [1.8458448445000888, -0.5569324181703976] Predicted: 3.5531447086552443 Movie Vector: [2.007954509052137, -0.26488980921339284] User Vector: [1.8724064973968388, -0.28456433753781196] Predicted: 3.8350852623058276 Movie Vector: [1.541748189097871, -0.9086421354475841] User Vector: [1.6419878368220775, -0.03484032376303459] Predicted: 2.5631891601248977 Movie Vector: [1.4901944317921028, -0.2558513159428083] User Vector: [1.6274190454960464, -0.4731961720944566] Predicted: 2.5462386631200933 Movie Vector: [1.8903289485159251, -0.07822374864688456] User Vector: [1.3719781855910134, 0.1651146043203637] Predicted: 2.5805741976487613 Movie Vector: [2.276987519125649, -0.43590431810732766] User Vector: [1.9186103990478773, -0.8519670971964985] Predicted: 4.740028069250016 Movie Vector: [1.7158543554844976, 0.060097796521522195] User Vector: [1.994431998076962, -0.1634066262598455] Predicted: 3.412334452442772 Movie Vector: [1.3677689241276563, -0.37388615986150703] User Vector: [2.123815664257254, -0.8418056758301424] Predicted: 3.2196285576323604 Movie Vector: [1.9615159069710775, -0.32860254941179506] User Vector: [1.5080733981105154, -0.2993337052405197] Predicted: 3.056471777940616 Movie Vector: [2.0310316246504168, -0.344452414344849] User Vector: [1.8518591838049245, -0.013121762806735488] Predicted: 3.765704389586351 Movie Vector: [2.0533288785609316, -0.020395713024486707] User Vector: [1.8430474511566879, 0.5014363451913952] Predicted: 3.774155404221574 Movie Vector: [1.9298874314380376, -0.09560262473092726] User Vector: [2.2164931545051356, 0.1521872255734174] Predicted: 4.263032782532574 Movie Vector: [1.900764183092686, -0.2872837726373595] User Vector: [1.9945684487037296, -0.3603216066206889] Predicted: 3.894718818535537 Movie Vector: [1.2483445446038142, -0.9779845657818392] User Vector: [1.9444834684651302, -0.514088601145973] Predicted: 2.9301560472958856 Movie Vector: [2.33937103779649, -0.04891543589494373] User Vector: [1.3977222248023702, -0.8434970390153139] Predicted: 3.3110509169266678 Movie Vector: [1.5219316206591464, -0.808810021995712] User Vector: [2.185843587247672, -0.0227603720936863] Predicted: 3.345113290300977 Movie Vector: [1.8575885687302967, -0.5947788578217236] User Vector: [1.8143646473350805, 0.13284184766088772] Predicted: 3.2913315059753514 Movie Vector: [1.8090931022450676, -0.45648049971450827] User Vector: [1.8145145626142831, -0.3854480832456012] Predicted: 3.458575312802677 Movie Vector: [1.7370192280787258, -0.3731284761647328] User Vector: [1.3998854594694146, -0.515484124482814] Predicted: 2.6239697660615784 Movie Vector: [2.0908170705180513, -0.1489234563438142] User Vector: [1.7536578730977075, -0.45234056346044954] Predicted: 3.733941937076104 Movie Vector: [1.6707824316377153, 0.10106284606837233] User Vector: [1.666535173935495, -0.049307501329391004] Predicted: 2.7794345339008606 Movie Vector: [2.3061952658291753, 0.6725786391352966] User Vector: [1.600401500242738, 0.13181873517939843] Predicted: 3.7794968288052084 Movie Vector: [2.0946232979670802, 0.6206913735731802] User Vector: [1.8599505274112837, 0.501268446957401] Predicted: 4.207028708652717 Movie Vector: [1.1913188861732522, -0.16967341323329166] User Vector: [2.0480949560408663, -0.1891381860829377] Predicted: 2.4720259234131063 Movie Vector: [1.3920301459091289, -0.6566462270366836] User Vector: [2.147075214805499, -0.5901777224850797] Predicted: 3.376331399294503 Movie Vector: [2.059005267067066, -0.2960724985548198] User Vector: [2.0445439049671363, -0.32610009295712655] Predicted: 4.306275938377976 Movie Vector: [2.2364224441922054, -0.32919580603750137] User Vector: [1.8337816519355623, -0.5241110647349507] Predicted: 4.273645608545145 Movie Vector: [1.7395284916813798, -0.41061511330761374] User Vector: [1.6583727446168766, -0.4231158821336949] Predicted: 3.0585244149734834 Movie Vector: [2.1468724816855618, 0.07806290879514763] User Vector: [2.1424297178163223, -0.09518175553778842] Predicted: 4.592093240423717 Movie Vector: [1.951193370776197, -0.7012131942652194] User Vector: [2.0952276100381977, -0.9480241188305311] Predicted: 4.7529612435794135 Movie Vector: [1.943480635521444, 0.17287674877602444] User Vector: [1.6650150187724229, -0.24020549383045664] Predicted: 3.1943985020250287 Movie Vector: [1.7494360426961308, -0.4351324298886593] User Vector: [1.9906344550707458, -0.13622076830209795] Predicted: 3.541761737446126 Movie Vector: [2.352536504402932, 0.08218785064924759] User Vector: [1.509250797254751, -0.23104830503276336] Predicted: 3.531578231254236 Movie Vector: [1.7110578086296206, -0.7142874743162732] User Vector: [0.9972819105447546, -1.4720886213074722] Predicted: 2.757901463726108 Movie Vector: [2.006715284986549, -0.40054839991835534] User Vector: [1.5494179431199755, -0.22964503185115742] Predicted: 3.2012246193484546 Movie Vector: [1.4253478555107801, -1.274162301597208] User Vector: [1.4816883856487983, -0.37757220820573156] Predicted: 2.5930096368462996 Movie Vector: [1.794124699048352, -0.30022065252437286] User Vector: [1.8334126915201665, -0.6761372389418994] Predicted: 3.4923613564762124 Movie Vector: [1.9811203576036789, -0.3018002290269663] User Vector: [2.079899174371778, -0.1047371411181584] Predicted: 4.152140289288103 Movie Vector: [2.0725955318819365, -0.20755556216442153] User Vector: [1.9376600187583108, -0.6398026067516239] Predicted: 4.14878008690334 Movie Vector: [1.1768096437582105, -0.38442485951583444] User Vector: [2.0128797067939317, -0.4244417363066023] Predicted: 2.53194220553262 Movie Vector: [1.9528131095927823, -0.8151171155511359] User Vector: [1.7175166716347032, -0.35722238098600967] Predicted: 3.645167149112036 Movie Vector: [1.537958399470794, -0.9830765677243352] User Vector: [1.718224830022731, -0.07731973212223106] Predicted: 2.718569526384824 Movie Vector: [2.0282152279070065, -0.40727107603271745] User Vector: [1.980709120238356, -0.33410525129492524] Predicted: 4.1533758049247895 Movie Vector: [2.0617265414015686, 0.29264223206080187] User Vector: [1.7973071779855316, -0.03625702854815075] Predicted: 3.6949455741421007 Movie Vector: [1.1544360438626124, -0.18580688563678088] User Vector: [2.3327982420260476, -0.6470414083447391] Predicted: 2.8132911226167803 Movie Vector: [1.6447030915876821, 1.009684561653627] User Vector: [2.1467478936314532, -0.30204871609954337] Predicted: 3.2257889720019874 Movie Vector: [1.5838670730997864, 0.18032150537870867] User Vector: [1.7713681072100773, -0.5233121228591732] Predicted: 2.71124718957224 Movie Vector: [2.243184454059825, -0.3690875307573484] User Vector: [1.7879041212914903, -0.43492980048301655] Predicted: 4.171125896343626 Movie Vector: [1.1815542997327033, -0.6353842877643312] User Vector: [2.1094100630356283, -0.4648733370260242] Predicted: 2.7877557440260876 Movie Vector: [2.0333898818663405, -1.0340433922108936] User Vector: [1.6972153770384033, -0.2901971883373666] Predicted: 3.7511770600562895 Movie Vector: [1.7852974069882221, -0.4203800640715273] User Vector: [2.068705314571826, -0.22998532473387884] Predicted: 3.7899354794749742 Movie Vector: [2.0660311192409173, -0.15974521060839628] User Vector: [1.9128796857188617, -0.2010257278224015] Predicted: 3.9841818552876496 Movie Vector: [1.9631307598017145, -0.21209251925538855] User Vector: [2.073758227558668, -0.758755955288811] Predicted: 4.2319850269695385 Movie Vector: [2.4765523463228067, -0.16670357444964398] User Vector: [1.895441840413658, -0.3169833520375059] Predicted: 4.747003195020545 Movie Vector: [2.009977341523886, 1.3317030960719127] User Vector: [2.046631111998687, -0.4913778160798922] Predicted: 3.4593128025605484 Movie Vector: [2.2239142688952467, -0.5275365471247889] User Vector: [1.8148894147529662, -0.657009651734797] Predicted: 4.3827550690399 Movie Vector: [2.246059095415132, -0.1819255644723486] User Vector: [1.9246272061169336, -0.3260479983031092] Predicted: 4.382142907718725 Movie Vector: [1.4311545436931503, -0.8014076360977912] User Vector: [1.8510895465128208, -0.38264060132293953] Predicted: 2.955846315055971 Movie Vector: [1.4616338502683943, -0.10318746121374199] User Vector: [2.112884032970385, -0.01564050092197188] Predicted: 3.089876727863366 Movie Vector: [2.0950148401476048, 0.045737654695102443] User Vector: [2.1862071452761263, -0.845037479601844] Predicted: 4.541486380543766 Movie Vector: [1.9886484546197933, 0.23588256597312066] User Vector: [2.082375072188101, -0.23320411257285645] Predicted: 4.086103184776478 Movie Vector: [1.662845792930448, -0.2395712077253713] User Vector: [1.7184143457595633, 0.07830971179500579] Predicted: 2.838697313126263 Movie Vector: [2.132715243078706, -0.2274066957835675] User Vector: [1.607844186326985, -0.24130714376354326] Predicted: 3.483948664907278 Movie Vector: [1.8318174198447663, -0.2087378126720291] User Vector: [2.1306776519705433, -0.9378631333805091] Predicted: 4.098779938001169 Movie Vector: [2.153719509022952, -0.2351783367982297] User Vector: [2.296995356836833, 0.014198236239665055] Predicted: 4.943744594570312 Movie Vector: [1.8120763935011757, -0.3891617439335785] User Vector: [1.6036042508530624, -0.5198290833721158] Predicted: 3.108151000121458 Movie Vector: [1.9745334886652632, -0.32823377373745355] User Vector: [1.9564052933092588, 0.5568980036079786] Predicted: 3.6801950357300175 Movie Vector: [1.558132894185389, -0.362779762815023] User Vector: [1.6914219743832768, -0.4244329979508272] Predicted: 2.78943591856205 Movie Vector: [1.8862649738622426, -0.41869157702044446] User Vector: [1.8117318403320744, -0.10910658185325518] Predicted: 3.4630883192688224 Movie Vector: [1.6347328168046715, 0.2209679489205242] User Vector: [1.6293936784495977, -0.06622728380917324] Predicted: 2.6489892105897455 Movie Vector: [1.7858566718749613, 0.4062086696154538] User Vector: [1.3603792187727948, -0.5069978031158183] Predicted: 2.223495401023809 Movie Vector: [1.6746322282528046, 0.3850977783656232] User Vector: [1.873006485502684, -0.12048199924560399] Predicted: 3.0901996741067834 Movie Vector: [2.3754798883972947, -0.15212139453360055] User Vector: [1.8898863546894107, -0.48224013180341896] Predicted: 4.562746068271175 Movie Vector: [1.406791914072499, -0.27499004943547567] User Vector: [1.845727895999174, -0.1566167242587298] Predicted: 2.6396231204160143 Movie Vector: [1.474798223538675, 0.14072656656507695] User Vector: [2.1595075167196924, -0.41659196922727826] Predicted: 3.1262122918886788 Movie Vector: [2.4353157528775884, -0.32269604756008313] User Vector: [1.9204931077680496, 0.5192087884965106] Predicted: 4.509460494734085 Movie Vector: [1.6408342950040675, -0.2938507737475967] User Vector: [2.2551488872672687, -0.34580510603084263] Predicted: 3.8019407325414294 Movie Vector: [2.204425249992479, -0.27948010567398124] User Vector: [1.8752696959837067, 0.525201200865521] Predicted: 3.9871085812542053 Movie Vector: [2.466288938526757, 0.20014007106530243] User Vector: [2.2212207541909947, -0.8442730743463354] Predicted: 5.309199302989114 Movie Vector: [1.9061247092367983, -1.0434954406362063] User Vector: [1.6582523633734791, -0.01701511440501284] Predicted: 3.178590998280041 Movie Vector: [1.681851192694839, 0.5602501420410025] User Vector: [2.0332681251510722, -0.3212366308491951] Predicted: 3.2396815532916956 Movie Vector: [1.7014432603837937, -0.06665392234018623] User Vector: [1.8873787151376284, -0.18529651556713014] Predicted: 3.22361853422126 Movie Vector: [1.6860594335712025, -0.06514358979187546] User Vector: [2.094617401468305, -0.7622938875867528] Predicted: 3.5813079897818403 Movie Vector: [2.3208880314122653, -0.254926529197291] User Vector: [1.8158210292397152, -0.39427840606159803] Predicted: 4.314829319543879 Movie Vector: [1.1412328731398387, 0.6570988769782388] User Vector: [2.006177822924475, 0.1205222501307677] Predicted: 2.3687111160973426 Movie Vector: [1.4584505267329926, -0.7386507458461793] User Vector: [2.347413807795663, -0.6102937723301028] Predicted: 3.8743808545567937 Movie Vector: [2.2366677403658133, -0.2014941045572819] User Vector: [1.8821549649523959, 0.025617149860532425] Predicted: 4.204593587805914 Movie Vector: [1.9548817747516414, -0.023304106586332397] User Vector: [1.4109253785139013, -0.49550063840715874] Predicted: 2.769739507682423 Movie Vector: [0.15944254483775372, 0.26732628949781506] User Vector: [1.5187126958314539, -1.2073110805709473] Predicted: -0.08059857433785658 Movie Vector: [1.7202778423708966, -0.508558567960227] User Vector: [1.5636422047500143, -0.2571994784225222] Predicted: 2.8207000366541015 Movie Vector: [2.136858495455525, -0.16718850406777655] User Vector: [1.6190675955181426, -0.05217873607545487] Predicted: 3.4684420310282955 Movie Vector: [1.7778254727126923, 0.025264113880391233] User Vector: [1.9855411419767117, -0.33627366763082633] Predicted: 3.521449963091244 Movie Vector: [1.9716587292518446, -0.34727079780391573] User Vector: [1.8944403553355516, -0.7429638078914972] Predicted: 3.9931994979502217 Movie Vector: [2.131253894855779, -0.38400767535522384] User Vector: [1.4811419500682332, -0.0635031984887253] Predicted: 3.1810752655464825 Movie Vector: [1.3256303109143428, -0.6645778603908953] User Vector: [1.8623479556238665, 0.11747813484582714] Predicted: 2.390711531945804 Movie Vector: [1.5175076221515762, -0.806352634640944] User Vector: [2.3673380266528636, -0.8026482229998847] Predicted: 4.239671008960821 Movie Vector: [2.1078237225885017, -0.15331017207562037] User Vector: [1.8903700165581212, -0.3428148579918908] Predicted: 4.037123770240043 Movie Vector: [2.0801965391317574, -0.32875410595698423] User Vector: [1.5311369889240152, -0.07950870749443774] Predicted: 3.2112046793444855 Movie Vector: [1.7518859101134245, 1.0183733696368686] User Vector: [1.8129295796951568, -0.1502055339955355] Predicted: 3.0230804709026593 Movie Vector: [2.1472230668020567, 0.29091751299208507] User Vector: [1.8393260320689588, 0.10686763298464125] Predicted: 3.9805329494352106 Movie Vector: [1.601412511219653, 0.043489101998387944] User Vector: [1.9397164669689373, -0.7423102387179463] Predicted: 3.074003812736786 Movie Vector: [1.6537830623076664, -0.8101829417647738] User Vector: [1.8154581589555006, 0.17143485115442988] Predicted: 2.863480361579564 Movie Vector: [2.0496462825599564, 0.08322648506638446] User Vector: [1.4616059364720682, 0.16620867628587846] Predicted: 3.0096081381723483 Movie Vector: [1.5946848152749755, -0.7675401724857397] User Vector: [2.0627479904153674, -0.37938319746240595] Predicted: 3.5806247428728435 Movie Vector: [1.596180244422645, 0.0454914385672949] User Vector: [1.6974012921760744, -0.01109442905452748] Predicted: 2.7088537078911465 Movie Vector: [1.9808534369637703, -0.7627343058939481] User Vector: [1.571606113870552, -0.05131171029454917] Predicted: 3.1522585739495015 Movie Vector: [2.158429519887716, -0.2351492231795407] User Vector: [1.7735111063172977, -0.161730992765852] Predicted: 3.866029643036923 Movie Vector: [2.081054915832831, -0.4907577513894711] User Vector: [1.8953819299115593, -0.022336261784906178] Predicted: 3.9553555762311756 Movie Vector: [1.8602876170743616, -0.3368973037067814] User Vector: [1.9516376861830946, 0.060695830867118626] Predicted: 3.610159158856695 Movie Vector: [1.3348754278949462, -0.46040091825137286] User Vector: [1.9018112971632495, -0.5625302151407245] Predicted: 2.7976705966711672 Movie Vector: [1.280958624488782, -0.6283204551037777] User Vector: [2.1606272958991743, -0.6285287719936031] Predicted: 3.1625916530527625 Movie Vector: [1.6653557692607783, -1.0221416424306855] User Vector: [1.4831880936817976, -0.28513751263505543] Predicted: 2.7614867741952733 Movie Vector: [1.8165867211105144, -0.6217642583999828] User Vector: [1.8578077692548842, -0.1826118461190035] Predicted: 3.4884104430816034 Movie Vector: [2.20320172779964, -0.4874242418610832] User Vector: [2.046660451104665, -0.33541466423203337] Predicted: 4.6726950805153775 Movie Vector: [1.7974570011711786, -0.5082197525581982] User Vector: [1.6761594016048162, -0.7102231093488341] Predicted: 3.3737738643878488 Movie Vector: [2.0670772529941055, -0.2144875296934557] User Vector: [1.7604035282340575, -0.2513962745546682] Predicted: 3.6928114552065554 Movie Vector: [2.168228396359996, -0.1681994821050979] User Vector: [1.9576665393146502, -0.29581186139122634] Predicted: 4.294423583032376 Movie Vector: [2.0575079128191596, -1.215669256796059] User Vector: [1.6836051813787642, -0.0025422612804034996] Predicted: 3.467121531631473 Movie Vector: [1.842822692607955, -0.9642486441715321] User Vector: [2.0554326696137593, -0.14758979083048016] Predicted: 3.9301112223938355 Movie Vector: [2.2215648272359676, -0.2407413457203538] User Vector: [1.7471929362240701, -0.28805985098696074] Predicted: 3.950850289685135 Movie Vector: [2.0530632106512354, -0.30529258864231007] User Vector: [2.011686493094652, -0.5485893769130478] Predicted: 4.297599801316086 Movie Vector: [1.607560252025933, -0.29285772735890964] User Vector: [1.442537006038754, -2.176786105028347] Predicted: 2.9564537846494483 Movie Vector: [1.5212695199885329, 2.0501210611861316] User Vector: [1.0065483676060176, -0.09581905592541977] Predicted: 1.3347906874175728 Movie Vector: [2.153225921810423, -0.49160825569013766] User Vector: [1.889440217087098, -0.6096729322332136] Predicted: 4.368111899899715 Movie Vector: [1.8723692296967316, 0.8168269907239565] User Vector: [1.8872824803069992, -0.2316506297899013] Predicted: 3.3444711570419585 Movie Vector: [2.3251072927346006, -0.344185137491281] User Vector: [2.1167326201615566, -0.5399308455280464] Predicted: 5.1074666242107085 Movie Vector: [0.827484465608227, -0.6671617848977747] User Vector: [2.0869203357756905, -0.2669065011999283] Predicted: 1.904963976557653 Movie Vector: [2.054664834500542, 0.20023746405857862] User Vector: [1.9237789212861525, -0.07664643519436681] Predicted: 3.9373734111075933 Movie Vector: [2.2625193568313535, -0.14648234510625985] User Vector: [1.6523925573457114, -0.34454055124082184] Predicted: 3.789039254008694
avg loss: 1.0271057573073248: 95%|██████████████████████████████████████████▌ | 66296/70000 [01:45<00:05, 684.33it/s]
Movie Vector: [1.6376996520559133, -0.2210203671959661] User Vector: [1.968421004985631, -0.68148475946867] Predicted: 3.3743044067407393 Movie Vector: [1.6640066199482597, 0.08168199584750108] User Vector: [2.162721220864217, -0.8524406953136632] Predicted: 3.529153371285788 Movie Vector: [2.26699890690599, -0.08150847399769488] User Vector: [2.131770684138598, 0.30358636111961307] Predicted: 4.807976949695064 Movie Vector: [2.1967441158705023, -0.5056504385219428] User Vector: [1.5304106727933995, -0.5041100217560645] Predicted: 3.616824093888577 Movie Vector: [1.5256528625406873, -0.27889640970412466] User Vector: [1.6370474042290584, 0.45766713730397307] Predicted: 2.369924336943222 Movie Vector: [1.796226182301363, 1.0706100136145547] User Vector: [1.5876143808359562, -0.11347475538221585] Predicted: 2.73022730885105 Movie Vector: [1.8997049735459495, -0.082972354731674] User Vector: [2.2064791941197552, -0.41210988972595325] Predicted: 4.22585322705373 Movie Vector: [1.1595582581721986, -1.0311697824270345] User Vector: [2.1908401576412153, -0.41142683225101445] Predicted: 2.9646577142250754 Movie Vector: [1.9968326917094699, 0.632726192069105] User Vector: [1.7787083316117864, -0.09468275340279324] Predicted: 3.4918746875632563 Movie Vector: [1.9070326375831308, 0.4016000068504348] User Vector: [1.9988867736591795, -0.584872555884336] Predicted: 3.577057493751519 Movie Vector: [1.938365955322364, -0.3156526522341633] User Vector: [1.7109264002245113, -0.1321097263149952] Predicted: 3.3581022717546958 Movie Vector: [1.4182221306517628, -0.4850537524747241] User Vector: [1.5804039851583884, -0.24773182578068398] Predicted: 2.361527158824202 Movie Vector: [1.1457045303154492, -0.22746842097707395] User Vector: [2.0036487549676076, -0.4904262663080524] Predicted: 2.4071459441300718 Movie Vector: [1.5703655855667986, -0.11455740466078021] User Vector: [1.6618992144706408, -0.3793916617147672] Predicted: 2.653251457201175 Movie Vector: [1.408165106420546, -1.430783172950004] User Vector: [1.4907611490433064, -0.5946884253227146] Predicted: 2.950108024190058 Movie Vector: [2.177187327562992, -0.23496051970415252] User Vector: [1.3512759541907196, -0.03317653867077909] Predicted: 2.9497760602726957 Movie Vector: [1.1846332035422584, -1.8118997717615708] User Vector: [1.6886023801235566, -0.40614410753194435] Predicted: 2.736266862814288 Movie Vector: [2.006381209795376, 0.15097181788241673] User Vector: [2.0681293088339796, -0.49863188450427376] Predicted: 4.074176422613849 Movie Vector: [2.3674957342467, 0.010529786584763725] User Vector: [1.6690451201574439, 0.9690666759219654] Predicted: 3.9616612675218836 Movie Vector: [2.0211838499094252, -0.23333324406929276] User Vector: [1.7478675569558981, 0.030117916498710623] Predicted: 3.5257341667386513 Movie Vector: [1.908090663028163, -0.11671131671854323] User Vector: [2.1476379539840256, 0.3030158637331033] Predicted: 4.06252254711893 Movie Vector: [1.9160335276324203, -0.31392824672514735] User Vector: [2.0188984503482423, -0.7333798910134467] Predicted: 4.0985057831217 Movie Vector: [1.9019729887051806, -0.47070244537791117] User Vector: [1.697659044035896, -0.49229736056468165] Predicted: 3.46062721725822 Movie Vector: [2.31362325602252, -0.2562418186267643] User Vector: [1.786631715309628, -0.3846463070931379] Predicted: 4.232155155745375 Movie Vector: [1.921982063966714, -0.43901353149932343] User Vector: [2.127434488054216, -0.21882439940774467] Predicted: 4.184957800666624 Movie Vector: [1.613164313524119, -0.8516951823538206] User Vector: [1.8494000022815715, -0.6788212828703819] Predicted: 3.5615349014119997 Movie Vector: [2.127218348982302, -0.43836373205980017] User Vector: [1.685625243185725, -0.12798956659904634] Predicted: 3.641798930891504 Movie Vector: [2.1045618842663143, 0.09785799144283411] User Vector: [1.7800372147757269, -1.0648365650913232] Predicted: 3.641995707317842 Movie Vector: [1.777927185669099, -0.6243631454913671] User Vector: [1.7683128885035089, -0.03168629611461589] Predicted: 3.163715312750531 Movie Vector: [1.7127682009504022, -0.566311959571151] User Vector: [1.4008776678159922, 0.16391871413661202] Predicted: 2.306549594643704 Movie Vector: [2.145549520140954, -0.4722521643550722] User Vector: [2.532430111716906, -0.5421000408241472] Predicted: 5.689462128560886 Movie Vector: [2.044335874177346, 0.1482777405915433] User Vector: [1.5544392662960638, -0.18823515087058343] Predicted: 3.149884873447957 Movie Vector: [2.2985046794200783, -0.2529869202563825] User Vector: [2.1500680325945263, -0.375169073732047] Predicted: 5.03685430252895 Movie Vector: [1.5833029478995222, -1.01363749815797] User Vector: [1.7666907481838057, 0.12194489221809408] Predicted: 2.67359875416514 Movie Vector: [2.022170957054579, -0.3323831074305774] User Vector: [1.8559110301725912, -0.9505743954439616] Predicted: 4.068924255493865 Movie Vector: [1.71985831451911, -0.7272779080589146] User Vector: [1.5396420703626454, -0.4376488013468489] Predicted: 2.96625852080464 Movie Vector: [1.4935512757421479, -0.6050187886354792] User Vector: [2.2528107592437316, -0.22612456956491253] Predicted: 3.5014979966329944 Movie Vector: [1.9823734489956004, -0.33802671700272746] User Vector: [2.150578276934833, 1.065306641961321] Predicted: 3.9031471693989355 Movie Vector: [1.6327669915900807, -0.3815078946417231] User Vector: [2.353275943465996, 0.0035630836312639212] Predicted: 3.840991938059687 Movie Vector: [2.150955239438525, -0.22646581363294938] User Vector: [1.9385270086191473, -0.2990764169849688] Predicted: 4.237415410093375 Movie Vector: [2.186757470688434, -0.38824361266586094] User Vector: [2.2155113053171562, -0.15728552230192655] Predicted: 4.905850997695512 Movie Vector: [2.086911488863267, 0.1223151478476706] User Vector: [2.2277924683591213, 0.09856062388931706] Predicted: 4.661261154304687 Movie Vector: [2.2736600050390354, -0.26008973394773877] User Vector: [1.7294205965312492, 0.21601404113581804] Predicted: 3.8759314077358606 Movie Vector: [1.9667283590826503, -0.6690115654455332] User Vector: [2.9312146285864307, 0.5643266051477291] Predicted: 5.387361911066406 Movie Vector: [1.642154114944138, -0.17922504992748634] User Vector: [1.892514461635061, 0.09385749242237756] Predicted: 3.0909787969998366 Movie Vector: [1.8394098785502413, 0.08685174806798347] User Vector: [2.019866663210967, -0.7167292802186721] Predicted: 3.653113502786067 Movie Vector: [2.0408623524650356, 0.3513263600023896] User Vector: [2.1411246816299547, -0.11406412220837359] Predicted: 4.329667021809924 Movie Vector: [1.9721283199060355, -0.34745496240936524] User Vector: [1.7835410067478723, -0.46003786193334845] Predicted: 3.6772141671461367 Movie Vector: [2.378305412476018, 0.07824293801864879] User Vector: [2.0002687783954753, -0.18236000035801403] Predicted: 4.742981679859659 Movie Vector: [2.289403414966002, -0.18926845590735247] User Vector: [1.803642629067333, 0.7468044468140883] Predicted: 3.9879190698517637 Movie Vector: [2.1147833490759615, -0.5460042245922245] User Vector: [1.7670537070801569, -0.38247797462122374] Predicted: 3.945770346612733 Movie Vector: [1.3549579333830089, -1.320729354497358] User Vector: [1.8735612767024847, 0.018860652604890546] Predicted: 2.5136868980069744 Movie Vector: [1.261837352727011, -0.21832777369260223] User Vector: [1.6946654421047536, -0.2005251090816229] Predicted: 2.1821723558586688 Movie Vector: [1.8131984751406256, -1.2741543322415434] User Vector: [1.723569022076733, -0.026154716045376204] Predicted: 3.1584978673869153 Movie Vector: [2.1454537616395006, -0.12916910135661205] User Vector: [1.9230745117338859, -0.4943166601140311] Predicted: 4.189717883885043 Movie Vector: [1.5016059045416674, -0.8159707084947371] User Vector: [1.8493081392696011, -0.3378209807619057] Predicted: 3.0525840462608764 Movie Vector: [1.523914403153745, -0.13438325541540558] User Vector: [1.8692043462059529, -0.016063412259026043] Predicted: 2.8506660792532785 Movie Vector: [2.216929135675198, -0.044618859786003065] User Vector: [1.8527946666186812, -0.7519586222964624] Predicted: 4.141066015183692 Movie Vector: [2.1315525297738014, 0.031614694197552716] User Vector: [1.4552476920133546, 0.07795711584112051] Predicted: 3.104401489736392 Movie Vector: [1.9252905298980674, 0.15741911449402213] User Vector: [1.6962984785677429, -0.5993378706791074] Predicted: 3.171520159781937 Movie Vector: [1.6974236052897538, -0.029951071479397115] User Vector: [1.6804452329812032, -0.14526187673968616] Predicted: 2.8567781547123956 Movie Vector: [1.5788323520952707, 0.19915817845160927] User Vector: [1.6136305848720032, -0.2914745386741277] Predicted: 2.48960263353897 Movie Vector: [2.1472192288334426, -0.16502490623760335] User Vector: [1.5922282382221775, -1.0767584566880208] Predicted: 3.596555053157742 Movie Vector: [1.4755300870881043, -1.0210764627357802] User Vector: [2.012227838685508, 0.28928182592100715] Predicted: 2.6737238545115654 Movie Vector: [2.0673989800374164, -0.43256126339203527] User Vector: [1.8393967926601809, -0.5874596909318304] Predicted: 4.05687935913112 Movie Vector: [2.0635854457804204, -0.4313433110367238] User Vector: [1.9071011727853067, 0.2745411311765682] Predicted: 3.817044743253061 Movie Vector: [1.4390081528592886, -0.7700778723197101] User Vector: [1.9819547069505496, -0.6754560532969788] Predicted: 3.3722027422680894 Movie Vector: [2.199372953514844, -0.43478115735571926] User Vector: [2.0564202546282466, 0.1783368898821525] Predicted: 4.445297569707292 Movie Vector: [2.3152668219655546, -0.23850596435661234] User Vector: [2.0228746456567213, -0.5260370695459471] Predicted: 4.808957530643717 Movie Vector: [1.7475171804258691, 0.07451726546314053] User Vector: [1.4261802045378424, -0.8856371173266455] Predicted: 2.42627915363732 Movie Vector: [2.274936697430545, -0.06816128842432174] User Vector: [1.8128582061274143, -0.8588154994309043] Predicted: 4.18267563131735 Movie Vector: [1.9444518685433814, 0.08705585225354306] User Vector: [1.9566568386056713, 0.5148828254882803] Predicted: 3.8494486091085776 Movie Vector: [1.0103312404351548, -0.40186033750136474] User Vector: [1.989415863724191, -0.5452777116628362] Predicted: 2.2290944825786356 Movie Vector: [2.1207531892708493, -0.15934083144303127] User Vector: [1.8240812881378756, -0.09089956414769175] Predicted: 3.882910221436781 Movie Vector: [1.7454624872814937, -0.9621563486668366] User Vector: [1.741828662234267, -0.28416326078804327] Predicted: 3.313706074626706 Movie Vector: [1.2257599309667404, -0.649248804943242] User Vector: [1.7218700205803281, -0.2731614008695227] Predicted: 2.2879489906314023 Movie Vector: [1.6223306281861793, -0.9073333428538353] User Vector: [1.513978605790488, -0.050735293993829804] Predicted: 2.5022076864926124 Movie Vector: [1.452370791733055, -0.6008853215065505] User Vector: [1.7215239832307148, -0.3796012211285699] Predicted: 2.728387952314356 Movie Vector: [1.9234646980022783, -0.03029054423528767] User Vector: [1.858893604529312, -0.2616159666988734] Predicted: 3.5834407156662893 Movie Vector: [2.255619324696905, -0.22299497125759912] User Vector: [1.9104339519888742, -0.0973875917621024] Predicted: 4.330928683889021 Movie Vector: [1.7321567194778504, -0.3560419228025004] User Vector: [1.7350520953347581, -0.5015514355652412] Predicted: 3.183955483081228 Movie Vector: [2.0219403745446343, -0.3055988009057616] User Vector: [2.2776474470686994, -0.07154829454251356] Predicted: 4.62713240522576 Movie Vector: [1.7413283322156332, -0.20678955872848284] User Vector: [2.1912795008802273, -0.851038839526724] Predicted: 3.9917230247726025 Movie Vector: [1.9625327773943262, -0.07932073517359592] User Vector: [1.59125614295281, -0.4072730309651723] Predicted: 3.155197534007497 Movie Vector: [2.1610097529830714, -0.23075762537433897] User Vector: [2.0764697155193916, -0.07892190305443046] Predicted: 4.505483137950254 Movie Vector: [1.8699500726231788, -0.5555289247757711] User Vector: [1.7840511914625883, -0.16287927804055036] Predicted: 3.426570805237056 Movie Vector: [2.2099431106597245, -0.09690377729806132] User Vector: [1.8865022299082728, 0.31907486439431737] Predicted: 4.138143046629319 Movie Vector: [1.5510189370092704, -0.08245762909622033] User Vector: [1.8451903558623854, -0.5169830000346698] Predicted: 2.904554376795345 Movie Vector: [1.8605330541712173, -0.19422342069931708] User Vector: [1.672085941364143, 0.45126193042618695] Predicted: 3.0233255275642326 Movie Vector: [2.033215075894213, 0.11993954417811224] User Vector: [1.8505863398340783, -0.5172698695462729] Predicted: 3.7005989330240876 Movie Vector: [1.7051806559918368, -0.36140446092764794] User Vector: [2.166267202747669, 0.10334547840905967] Predicted: 3.656527412921135 Movie Vector: [1.707330662152281, -0.5819685819362709] User Vector: [1.5248312986126564, 0.07898916380290975] Predicted: 2.557422019084158 Movie Vector: [2.105265746802647, -0.15284628823378332] User Vector: [1.803291164290983, -0.6867152585477648] Predicted: 3.9013689980362 Movie Vector: [1.8867609614088603, -0.28868664899586344] User Vector: [1.6703193225470778, -0.43632313939345785] Predicted: 3.277453955859573 Movie Vector: [1.3425688206800424, -0.5103575378987814] User Vector: [2.125808538510391, -0.060166658392703104] Predicted: 2.884750770180357 Movie Vector: [1.5654686386000538, -0.8276367856592823] User Vector: [2.1397621660809873, -0.30278678296541256] Predicted: 3.6003280448563144 Movie Vector: [2.0182587135155234, -0.15906166776788705] User Vector: [1.625889689574657, -0.4117163603293934] Predicted: 3.3469543241204187 Movie Vector: [1.3620476023658163, -0.5070983534914755] User Vector: [1.8272122701915334, 0.10098458750762701] Predicted: 2.4375409735746447 Movie Vector: [1.1293532301984084, -0.1110584718618138] User Vector: [1.5783154966113364, -0.609862524771276] Predicted: 1.8502061044171034 Movie Vector: [2.1800291044567537, -0.33393820005977415] User Vector: [1.724976475468906, -0.31326684349498773] Predicted: 3.86511068688057 Movie Vector: [2.1984384095255676, -0.2321802036961064] User Vector: [1.889725577064815, 0.004952752181075042] Predicted: 4.1532953610718994 Movie Vector: [1.9112956082197137, -0.09913203118572064] User Vector: [2.1008676885841946, -0.1011112380074732] Predicted: 4.025402549041056 Movie Vector: [2.0505158696572185, 0.13724191977747424] User Vector: [1.9123716188303805, -0.5870032824430671] Predicted: 3.840786895695595 Movie Vector: [1.6095119778319475, -0.6959115645991144] User Vector: [1.28428679797004, -1.3074495984040164] Predicted: 2.976944279964041 Movie Vector: [1.8317878968187795, 0.5212401123723157] User Vector: [1.6796094025356947, -0.5196079025712511] Predicted: 2.805847693422125 Movie Vector: [1.7439310273876392, -0.08749468037632453] User Vector: [2.0416762546648344, -0.9287790160534289] Predicted: 3.6418057915404236 Movie Vector: [1.626119730763858, -0.3715423556132218] User Vector: [1.818721786628009, -0.03604603613186574] Predicted: 2.9708520111808534 Movie Vector: [1.3295249033454808, -0.16745798102856335] User Vector: [2.116600938882006, -0.1182857872622981] Predicted: 2.8338815578073717 Movie Vector: [2.067940276764002, -0.254161786879203] User Vector: [1.860043535742073, -0.5323582497042674] Predicted:
avg loss: 1.0268264384694956: 95%|██████████████████████████████████████████▋ | 66380/70000 [01:45<00:04, 728.24it/s]
3.981764068100277 Movie Vector: [1.304498961069911, 0.2954233516828255] User Vector: [2.2978058869960223, -0.3328323989629521] Predicted: 2.8991589294763656 Movie Vector: [1.3944819605493406, 0.19034285842572923] User Vector: [1.7538922819029379, 0.4061548248853783] Predicted: 2.52307981819245 Movie Vector: [1.9924874177448353, 0.03326570012929363] User Vector: [1.7389868661792978, -0.3850151683633483] Predicted: 3.4521016513497678 Movie Vector: [2.0096204290945643, 0.06722204981901447] User Vector: [1.788783011922002, -0.45444885124187195] Predicted: 3.5642259006573855 Movie Vector: [2.1467970235074265, -1.0098793062156506] User Vector: [1.7839486186727602, 0.03446423941627537] Predicted: 3.794970862465908 Movie Vector: [2.1547660436822595, -0.12401469010177994] User Vector: [1.9991923994121161, -1.4333697777116412] Predicted: 4.4855508058250555 Movie Vector: [1.4737538963986274, -0.9961725155586417] User Vector: [2.129134228325433, -0.5784211976995087] Predicted: 3.7140271645150533 Movie Vector: [1.8241458537228668, -0.2053610095059724] User Vector: [1.7828077411941967, 0.026084287129929395] Predicted: 3.246744653547178 Movie Vector: [0.7604809354116022, -0.22155938086055144] User Vector: [1.5433168258837924, -0.6064208213393808] Predicted: 1.3080212451014717 Movie Vector: [2.399652512684212, -0.3323376691101769] User Vector: [2.005115427693307, -0.42090041398250305] Predicted: 4.9514613367965765 Movie Vector: [1.474513977999859, -0.016904397663913065] User Vector: [2.0843940957837708, -0.5381445617723005] Predicted: 3.082565239566418 Movie Vector: [1.6751304443503234, 0.10705679209788244] User Vector: [2.1328282361958304, -0.5623976438782328] Predicted: 3.512557023384627 Movie Vector: [1.8676666341278279, -0.3354070942670077] User Vector: [1.6904971575448553, -0.9874096251189663] Predicted: 3.488469329446888 Movie Vector: [2.162939683157897, -0.2182704702689821] User Vector: [2.1630864694965535, -0.899211916508499] Predicted: 4.874896970863792 Movie Vector: [1.8936889327160145, -0.6751942577259784] User Vector: [2.112704248611984, -0.35579021074777345] Predicted: 4.2410321609506285 Movie Vector: [2.130906906503017, -0.23338540756960502] User Vector: [1.8403535827424673, 0.08334660288078649] Predicted: 3.9021702789906207 Movie Vector: [1.9663237273421832, 0.3781071697370098] User Vector: [1.9055104999823955, -0.17940738925768418] Predicted: 3.679015288632922 Movie Vector: [2.1016716996203417, -0.2674298788701023] User Vector: [1.7565575912563125, -0.3025170786958356] Predicted: 3.7726094840084325 Movie Vector: [1.6772371580914007, -0.9441632958685185] User Vector: [1.5247082403780425, -0.5497950520223668] Predicted: 3.0763936243798495 Movie Vector: [1.783765536327674, -0.37096048129907316] User Vector: [1.7172369668779668, -0.3987433092755709] Predicted: 3.2110661291484357 Movie Vector: [2.24371815143112, -0.20470122037302824] User Vector: [2.1328986484927768, -0.16932084149951815] Predicted: 4.820283595675687 Movie Vector: [1.5135902644703874, -0.20663461388868537] User Vector: [1.873510428799936, -0.18475322640664676] Predicted: 2.8739035570185503 Movie Vector: [2.2621408074417264, 0.006038376718312054] User Vector: [2.1469803608649536, -0.37482922645280436] Predicted: 4.85450852701422 Movie Vector: [1.6734234364617466, -0.21562815173075206] User Vector: [1.8963659164980304, 0.7108208874307325] Predicted: 3.020150174606762 Movie Vector: [2.1914773531737786, -0.11680918171196897] User Vector: [2.100889164320993, 0.1695460915813637] Predicted: 4.584246484917559 Movie Vector: [2.2244548749948834, -0.21616062272733694] User Vector: [1.784872276457866, 0.025984549426548265] Predicted: 3.964751000224583 Movie Vector: [1.7273311070471966, -0.4112252299010675] User Vector: [1.427332691367417, -0.495696229655935] Predicted: 2.669318953905689 Movie Vector: [2.10253488493119, 1.0952013310243467] User Vector: [2.066354890539266, 0.07202664659907891] Predicted: 4.423466921231508 Movie Vector: [2.281919681940665, -0.07938360013974906] User Vector: [1.6681696241134703, 0.2716960791944062] Predicted: 3.7850608851697825 Movie Vector: [1.801231393946905, 0.14063698436944963] User Vector: [1.982885722384953, -0.04088944139215288] Predicted: 3.5658854460389207 Movie Vector: [1.9342166966940928, -0.4562309849930904] User Vector: [1.6563529363657294, -1.1338964548626862] Predicted: 3.7210642016190585 Movie Vector: [2.22867056924275, -0.22010709702466213] User Vector: [2.0588920340299617, -0.7609135811543525] Predicted: 4.756074560925442 Movie Vector: [2.06275953790567, -0.3126412911025102] User Vector: [1.7531924104953578, -0.5394370232376838] Predicted: 3.785064653946656 Movie Vector: [1.9134210626207695, -0.16930419083587708] User Vector: [1.3113123394573116, -0.2801429300468459] Predicted: 2.556522022082109 Movie Vector: [1.8582565815072378, -0.047947578341276685] User Vector: [2.0752612759254245, -0.05764239038031138] Predicted: 3.859131737364067 Movie Vector: [1.9464571541480737, -0.21776216331821657] User Vector: [1.4481527730807262, -0.500652860642423] Predicted: 2.927790575467299 Movie Vector: [2.1256664991770924, -0.5000860260273814] User Vector: [1.6701968470791424, -0.27971611872729196] Predicted: 3.690163607097473 Movie Vector: [2.1540271411815017, -0.2026188879323438] User Vector: [1.8307299714317773, -0.5333652991893612] Predicted: 4.051511930421934 Movie Vector: [1.7405928318758597, -0.379363420419963] User Vector: [1.7254928365441156, -0.19121938297672486] Predicted: 3.075922101918477 Movie Vector: [2.1728033691654574, -0.22237088147480905] User Vector: [1.8859375770961615, -0.04113683907042508] Predicted: 4.106919156715457 Movie Vector: [2.0838596370703533, -0.18217627083008262] User Vector: [2.077546997763074, -1.4230076919553063] Predicted: 4.588554567438101 Movie Vector: [2.1928935556246287, -0.3884154892669756] User Vector: [1.5796545758246185, -0.684929436925019] Predicted: 3.7300515417953477 Movie Vector: [1.7241451084933026, -0.22686334785758677] User Vector: [1.8900987320662934, 0.04167254284830274] Predicted: 3.2493505108771883 Movie Vector: [1.597730191942886, -0.35603560750585656] User Vector: [2.2502795101754005, 0.009330638497265481] Predicted: 3.5920174741718944 Movie Vector: [1.6207689892898198, -0.586452641361735] User Vector: [1.6713899650971171, -0.08900516202299456] Predicted: 2.761134336802816 Movie Vector: [1.306948308536375, -0.3135329138160438] User Vector: [1.4565616888934547, -0.15891125408692955] Predicted: 1.953474744110223 Movie Vector: [1.714680764621784, -0.07322906876761384] User Vector: [1.77512807645136, 0.7585319751962861] Predicted: 2.988231377257132 Movie Vector: [1.9849078790193948, 0.07785539040088486] User Vector: [1.670105033676781, 0.18377949066975655] Predicted: 3.329312864128764 Movie Vector: [1.514723137518469, -0.3657653219476746] User Vector: [1.0868105751007275, -1.6864976962822074] Predicted: 2.2630794970494987 Movie Vector: [1.206422727327382, -0.33799245118120813] User Vector: [2.1449500265379626, -0.9356783149252824] Predicted: 2.9039686681755676 Movie Vector: [2.167089963925599, -0.2359389911189975] User Vector: [2.2564964134638266, -0.6347606023105634] Predicted: 5.039795507362809 Movie Vector: [1.7255450536041004, 0.4003453784149701] User Vector: [1.6764652787620358, 0.04257099426252063] Predicted: 2.9098594701143807 Movie Vector: [2.278169074979247, -0.2374398244218959] User Vector: [1.872679302527762, 0.5336260246502966] Predicted: 4.139576004772532 Movie Vector: [1.6476950550519036, -0.5897140946556917] User Vector: [1.9552568979827092, 0.09199063762352877] Predicted: 3.167418946579275 Movie Vector: [1.9387416515883205, -0.38942466047812035] User Vector: [1.609838069335935, -0.7045552680011559] Predicted: 3.395431313363525 Movie Vector: [1.84924381198588, 0.05763463755796366] User Vector: [1.9448353044454336, -0.5731099976206436] Predicted: 3.563443665083682 Movie Vector: [1.8594240556412733, -0.015653322597782144] User Vector: [1.481020751522982, -0.49274136248959616] Predicted: 2.7615586517900703 Movie Vector: [1.965657529980557, -0.276572284314506] User Vector: [1.62318261181901, -0.10988624225030522] Predicted: 3.2210126124894485 Movie Vector: [1.354873110115655, -1.3310109989172088] User Vector: [2.4483943164477306, -0.410528045016077] Predicted: 3.8636809655954076 Movie Vector: [1.5877667094091876, -0.4935647430705226] User Vector: [1.5532817993586474, -0.6654745317162021] Predicted: 2.7947038976193452 Movie Vector: [2.059763665437496, -0.49097712073448996] User Vector: [1.991092634731621, -0.30540324396289364] Predicted: 4.2511262689242795 Movie Vector: [1.376221991902719, 1.1115436020336757] User Vector: [0.9879841322548656, -0.12083693039022841] Predicted: 1.2253699735954233 Movie Vector: [2.065479412971605, -0.07218719952044823] User Vector: [2.046779608730735, -0.29513784438510704] Predicted: 4.248886319182073 Movie Vector: [1.3714226280195319, -0.6078107109420652] User Vector: [1.7020500245796526, -0.33414734825645487] Predicted: 2.5373282550328975 Movie Vector: [2.135563345020142, -0.09663153987649513] User Vector: [1.877441547628241, 0.00625008598148305] Predicted: 4.0087913961000075 Movie Vector: [1.9140580787431722, -0.29495483387609933] User Vector: [2.012010576988691, -0.8108688153659006] Predicted: 4.090274776133474 Movie Vector: [1.3260691066936545, -1.409625345303671] User Vector: [1.6604698442166372, -0.05541806148687748] Predicted: 2.280016467071608 Movie Vector: [1.8132987614122555, -0.5816488135560596] User Vector: [1.8347415344664806, -0.2617989023460633] Predicted: 3.4792095728995567 Movie Vector: [2.367161526628301, -0.13195620259560373] User Vector: [2.1774917052820277, 0.09561246566341328] Predicted: 5.14185793140612 Movie Vector: [1.7508873007813794, -0.96005248724111] User Vector: [1.8036167291324003, -0.3192929328019314] Predicted: 3.4644676008097717 Movie Vector: [1.7824524805416757, 0.5365026324174669] User Vector: [1.9587747342192652, -0.593319708280359] Predicted: 3.1731052984739145 Movie Vector: [1.8521761862998576, -0.46281823710281145] User Vector: [1.5773663405123308, -1.0742603624277902] Predicted: 3.4187476600961486 Movie Vector: [1.9468805892323107, 0.025228107060175534] User Vector: [1.453275913563896, -0.5012260179565825] Predicted: 2.8167096832740484 Movie Vector: [2.294989008132912, -0.07725498885656895] User Vector: [2.2255249381694844, -0.09240670701883064] Predicted: 5.114694149545657 Movie Vector: [1.9931126493967337, -0.35286755793505387] User Vector: [1.3511103462149716, -0.2144855598790756] Predicted: 2.7686001174987225 Movie Vector: [1.7821071576658942, -0.17306972722249336] User Vector: [1.778778622805943, -0.3843508225653417] Predicted: 3.2364936076246775 Movie Vector: [2.0522041997943274, -0.25891050915957114] User Vector: [1.9356375807420165, -0.19323479526639856] Predicted: 4.022354091708267 Movie Vector: [1.706196262518185, -0.030709401848031125] User Vector: [1.4627527964740825, -0.8284505653693214] Predicted: 2.521184575655258 Movie Vector: [1.1705587678281846, -0.42513546417168896] User Vector: [1.8255468078804398, 0.4758162095577965] Predicted: 1.9346234769344357 Movie Vector: [1.7413225375851795, -0.4470718514132141] User Vector: [1.5664192196101179, -0.35746147567073483] Predicted: 2.887452054150702 Movie Vector: [2.3025406406482007, -0.22933312322014485] User Vector: [1.8625177551593997, -0.20064670519771266] Predicted: 4.334537760750195 Movie Vector: [1.7632947440756794, -0.5626676249608578] User Vector: [2.168764701107503, -0.10463281192515059] Predicted: 3.8830448943786227 Movie Vector: [2.114838648502665, 0.14657065729194432] User Vector: [1.5767709365621243, -0.2905646278226183] Predicted: 3.292027867991574 Movie Vector: [1.8340484990237305, -0.5475379263260712] User Vector: [1.714340407607178, -0.010611661064063412] Predicted: 3.1499937382815677 Movie Vector: [2.165453487087545, -0.22221056285138396] User Vector: [2.2546877821172875, -0.36668212347837137] Predicted: 4.963902161125232 Movie Vector: [1.7705542134364676, -0.3678928053107527] User Vector: [1.4242011583237777, -0.1410441224794361] Predicted: 2.573514479542815 Movie Vector: [1.8751275112265622, -0.6720684193281765] User Vector: [1.2724981575067111, -0.27670855598434746] Predicted: 2.5720633849609276 Movie Vector: [1.5859127716957682, -0.5369252110131681] User Vector: [1.958208984266089, -0.2631799761170268] Predicted: 3.2468566020080636 Movie Vector: [1.9411850928619854, 1.011819098666045] User Vector: [1.8897401358082206, -0.5013678846916697] Predicted: 3.1610417798250747 Movie Vector: [1.5137860400005023, -0.022519331801260405] User Vector: [2.208128201291617, -1.116527225516582] Predicted: 3.367777092703218 Movie Vector: [1.9728322567115086, 0.07656826038079981] User Vector: [1.9138340941082121, -0.30503639709227875] Predicted: 3.752317528572747 Movie Vector: [1.1563939692130027, -0.5618417375947101] User Vector: [1.9173657995325302, -0.3753127659429259] Predicted: 2.428096623913535 Movie Vector: [2.0056793528434804, -0.47615574553732365] User Vector: [1.9603120883153953, -0.5827072424513204] Predicted: 4.20921688212308 Movie Vector: [2.2809362198284955, -0.5638814355181639] User Vector: [1.961855913104086, 0.4363981024783217] Predicted: 4.228791421800937 Movie Vector: [1.7114618920775022, -1.1315391561921229] User Vector: [1.6415403409106613, -0.2618846626715293] Predicted: 3.1057664879955094 Movie Vector: [1.3596608952234042, -0.49830079245794] User Vector: [2.2669944971502076, -0.3479264912555494] Predicted: 3.255715813771533 Movie Vector: [2.184444958860977, 0.2978403346497893] User Vector: [2.040555464465347, -0.24925793410276068] Predicted: 4.383242031120266 Movie Vector: [2.168420129123651, -0.22269303080549605] User Vector: [1.539804613998091, -0.14197095236984442] Predicted: 3.3705592615805178 Movie Vector: [1.2191704717741152, 0.022798906698888014] User Vector: [0.9752296780265398, -0.08169839736216523] Predicted: 1.1871085925088263 Movie Vector: [2.4412550818444063, 0.20965529421638968] User Vector: [1.7601746830244707, -0.44044067703059064] Predicted: 4.204694670139642 Movie Vector: [1.899186448847297, -0.35381763598076643] User Vector: [1.6430031567009145, -0.28776940310725024] Predicted: 3.222187220534712 Movie Vector: [2.027216541522319, 0.02557660270230891] User Vector: [2.097060371946976, -0.1307626624719665] Predicted: 4.247851009915515 Movie Vector: [2.011230018779976, -0.39561402986744365] User Vector: [1.935944922070108, -0.7991471581918824] Predicted: 4.2097843696814685 Movie Vector: [1.3619221940728605, 0.20394245293883956] User Vector: [1.604693397972284, 0.19007686319162864] Predicted: 2.2242322951068676 Movie Vector: [1.9798209195433942, -0.4793100689966979] User Vector: [1.729346799407666, 0.2962697584964026] Predicted: 3.281791892226165 Movie Vector: [2.239660811655005, -0.32238966349646864] User Vector: [2.2254014406151534, -0.07647650568887208] Predicted: 5.008799631680774 Movie Vector: [1.8011371769441997, -0.4221410276130114] User Vector: [2.087592848233342, -0.36976731274824576] Predicted: 3.916135042657149 Movie Vector: [1.8184056977930345, -0.9296920805599826] User Vector: [1.7986644698332481, -0.5203327454292072] Predicted: 3.754450953044233 Movie Vector: [1.6206172720103098, -0.8882290583693838] User Vector: [1.7729289317859682, -0.5140752678839323] Predicted: 3.3298558400226623 Movie Vector: [1.6533409628974247, -0.3638775620652295] User Vector: [2.1276458751833713, 0.15658853570425404] Predicted: 3.460745025360981 Movie Vector: [1.656087660421349, -0.9943435398091561] User Vector: [1.8753744723142656, 0.3195628053456094] Predicted: 2.7880293112101566 Movie Vector: [1.9776055187464843, -0.5824577976389584] User Vector: [2.1982145408605787, -0.6251154991577623] Predicted: 4.711304604304058 Movie Vector: [2.0343161111005346, -0.6506057337417013] User Vector: [1.3187681357765506, -0.41330142346897103] Predicted: 2.9516875412887735 Movie Vector: [1.941875890725353, 0.07246019274472054] User Vector: [2.0328109041432927, 0.025047969875656703] Predicted: 3.949281465884521 Movie Vector: [1.6353212024514987, -0.587227578460375] User Vector: [2.102880406944239, -1.0357193396097226] Predicted: 4.047087875459346 Movie Vector: [2.147622165149627, -0.22077544546648392] User Vector: [1.581894072042868, -0.6989423068057645] Predicted: 3.551620071178479 Movie Vector: [1.7942185564915762, -0.1134890708764251] User Vector: [1.7385954253223652, -0.36621656277437764] Predicted: 3.1609817517935745 Movie Vector: [1.1551289949574317, -1.2019943320157915] User Vector: [2.1733568808004597, 0.08621273816047657] Predicted: 2.4068803267863994 Movie Vector: [1.8527071323650168, -0.6917097677466275] User Vector: [1.6391931777706419, -0.08987617997105432] Predicted: 3.099113123353477 Movie Vector: [2.2155716385881337, 0.29488866870744385] User Vector: [0.9833919232483634, -0.7275886876193471] Predicted: 1.9642175953070473 Movie Vector: [2.0436256441117298, -1.0785760154773862] User Vector: [1.8231359419646482, -0.17449066261141213] Predicted: 3.9140088073181754 Movie Vector: [2.2111415198646256, -0.3308496866596611] User Vector: [2.2369088346191512, -0.4424729788838298] Predicted: 5.09251404679748 Movie Vector: [1.9380782458067058, -0.20369406294754883] User Vector: [1.8486777278865536, 0.47230167089457614] Predicted: 3.4866770416428663 Movie Vector: [1.71501088040454, -0.45500055894796143] User Vector: [1.4393934236683272, -0.21846075615438718] Predicted: 2.5679751489323634 Movie Vector: [2.204071805659842, -0.36458173848613185] User Vector: [2.1369611856346333, 0.19558003182613778] Predicted: 4.6387109910303765 Movie Vector: [1.670829851861907, -0.6707589298956208] User Vector: [1.4971813539673655, -0.4928774084456915] Predicted: 2.8321372229184614 Movie Vector: [2.295616408475781, -0.25248294088529644] User Vector: [2.132640841550052, 1.0110577341577025] Predicted: 4.640450479122937 Movie Vector: [2.22331468057361, -0.11423984368181053] User Vector: [1.719816144595546, 0.20044084921375238] Predicted: 3.8007941508851557 Movie Vector: [1.4302780897288836, -0.5441273846371273] User Vector: [2.3026007777606265, -0.3317465240462939] Predicted: 3.473871810315478 Movie Vector: [1.214064857466874, -0.7410472029796951] User Vector: [2.2533529492576, -0.6344183618933302] Predicted: 3.2058505797630006 Movie Vector: [2.011976025290532, -0.0995368324757497] User Vector: [1.7063838534456952, -0.48675363117232495] Predicted: 3.4816533177185742 Movie Vector: [1.8028979130153955, 0.04257368493975759] User Vector: [1.979350852647704, 0.1892262265844955] Predicted: 3.5766235791167365 Movie Vector: [1.4730401083032474, -0.23262933046013987] User Vector: [1.9574439222912758, -0.28613761093380824] Predicted: 2.9499574081404702 Movie Vector: [1.0250473332089924, -0.2654167420286719] User Vector: [0.923739509366545, -0.569963095171454] Predicted: 1.0981544684529452 Movie Vector: [1.8280491198003694, -0.31273150961948426] User Vector: [1.6235285417349576, -0.26839403170591664] Predicted: 3.051825192397618 Movie Vector: [1.135747357622389, -0.3071621707485098] User Vector: [2.022549499251558, -0.18162699565146612] Predicted: 2.3528941916862776 Movie Vector: [2.208436758438019, -0.39515493554460823] User Vector: [1.880532282677601, -0.6585971546281356] Predicted: 4.413284534681512 Movie Vector: [0.888106087880103, 0.9775234455458964] User Vector: [1.5581618486043822, -0.3240578255040353] Predicted: 1.067038901505252 Movie Vector: [1.6552703102073192, -1.1623575365657337] User Vector: [1.8010085566520004, -0.08656958155052714] Predicted: 3.0817807978079896 Movie Vector: [1.9877589719840567, -0.4248037747349043] User Vector: [1.9964283457526373, -0.08740343682474977] Predicted: 4.005547666081051 Movie Vector: [1.6083021559320767, -0.4982539907880602] User Vector: [2.5162227489053617, -0.1988152366198358] Predicted: 4.145906956945136 Movie Vector: [2.2628657325502095, -0.06244284243815513] User Vector: [1.237715560313581, -0.5166957882330119] Predicted: 2.833048081770877 Movie Vector: [2.306574658942045, 0.11195262888939399] User Vector: [2.1625907754728098, -0.5604955341109445] Predicted: 4.9254281318429225 Movie Vector: [1.7811951894263776, -1.168410402922493] User Vector: [1.459612962898324, -1.5610772591334692] Predicted: 4.423834497276154 Movie Vector: [2.0641344711357683, -0.41554071618179056] User Vector: [1.8310536684043162, -0.4671318053003265] Predicted: 3.973653280378742 Movie Vector: [1.7923019476695685, -0.8096823534910887] User Vector: [1.9339654311277112, -0.19302383326365333] Predicted: 3.6225380005325998 Movie Vector: [2.158803135724807, -0.004083586901854851] User Vector: [2.198329859532177, 0.06022656776728912] Predicted: 4.745515453692261 Movie Vector: [2.171929733029575, -0.1991371422300187] User Vector: [2.09926998531232, -0.0374348239220722] Predicted: 4.566921562612111 Movie Vector: [1.8342888502132202, -0.22827035983516125] User Vector: [2.096608410524436, -0.33358665381878405] Predicted: 3.921933376191656 Movie Vector: [2.229455088843781, 0.029515997905737276] User Vector: [1.5880567564486272, -0.8848159744873766] Predicted: 3.5143849905872084 Movie Vector: [1.4191631948981058, -0.3566117799322116] User Vector: [1.847101824564485, -0.27161987122158127] Predicted: 2.7182017723923413 Movie Vector: [1.8855952913912977, -0.4855782130357847] User Vector: [2.2533124152612873, -0.610987607214896] Predicted: 4.545517550748655 Movie Vector: [1.7126446217571396, 0.06980797532768758] User Vector: [1.9242714137722543, -0.5862068239874424] Predicted: 3.2546711760922213 Movie Vector: [1.3223440419792958, -0.4320120206982809] User Vector: [2.184533285059849, -0.23186673991016887] Predicted: 2.9888737928456646 Movie Vector: [1.1963631428633117, -0.569665461747299] User Vector: [1.7838626477031043, -0.6496497666048454] Predicted: 2.504230557909529 Movie Vector: [2.324388152652539, 0.2143778746001418] User Vector: [1.6961879134480278, 0.06703174369145566] Predicted: 3.9569692134343413 Movie Vector: [1.6014885452979033, -0.6086306884989123] User Vector: [1.8440544895633122, -0.26954454848084314] Predicted: 3.1172852260638404 Movie Vector: [1.8409431272080996, -0.21694104811066153]
avg loss: 1.0270403862345874: 95%|██████████████████████████████████████████▊ | 66531/70000 [01:46<00:05, 651.38it/s]
User Vector: [2.229940025961686, -0.6601410655382168] Predicted: 4.2484044595391675 Movie Vector: [1.8995306219808687, 0.14122820750052864] User Vector: [2.2338663625378072, -0.2119283993767362] Predicted: 4.2133672930911485 Movie Vector: [1.4882687711485374, -1.2301385145782522] User Vector: [1.5686441367049182, -0.3779855887124847] Predicted: 2.799538712333949 Movie Vector: [1.6885778363454083, 0.34107175670617923] User Vector: [2.018002685569963, -0.038311498454277636] Predicted: 3.394487638459105 Movie Vector: [2.0113211925314896, 0.15541818813955055] User Vector: [1.8059842513835656, 0.010352290307413678] Predicted: 3.6340233323885553 Movie Vector: [1.8469093773950216, -0.6265444518816705] User Vector: [1.616375498978865, -0.12320012207869702] Predicted: 3.0624894194151753 Movie Vector: [1.4703512970030947, -0.4508867234899232] User Vector: [1.49839029245695, -0.27540781479709464] Predicted: 2.3273378371683044 Movie Vector: [1.7801456531296027, -0.045255193617653136] User Vector: [1.0268421241552743, -0.08945220282526684] Predicted: 1.8319767205237625 Movie Vector: [1.5965204080188617, -0.014406497796713942] User Vector: [1.510516012498863, -0.1389630631936111] Predicted: 2.4135716116574324 Movie Vector: [1.912423399146942, -0.8067165516607917] User Vector: [1.6020626849700301, -0.6961053245289688] Predicted: 3.6253818526335877 Movie Vector: [0.7827584834051972, 0.7052032583778285] User Vector: [1.5372466879571443, -0.5001379061853546] Predicted: 0.8505940050048197 Movie Vector: [2.2320323325149567, -0.3663746391986174] User Vector: [2.0071773680390885, 0.15191339652694763] Predicted: 4.424427566713522 Movie Vector: [2.166125255371134, -0.2648073335344539] User Vector: [1.8435420301303045, 0.10652132878291955] Predicted: 3.965135321763873 Movie Vector: [1.8485937481848254, -0.6662985726586177] User Vector: [1.480846848647113, -0.27002807601339746] Predicted: 2.917403548053733 Movie Vector: [1.4668919894414918, -0.517024021743416] User Vector: [1.812494571439835, -0.6613174005505117] Predicted: 3.0006507498328108 Movie Vector: [2.024627340975875, -0.2943811572327908] User Vector: [1.8198423848738836, -0.19251829759457728] Predicted: 3.741176407916784 Movie Vector: [2.0959200319564473, -0.691210564130641] User Vector: [1.7308930990943834, -0.5600271440854083] Predicted: 4.014910197758841 Movie Vector: [1.7987119848506992, -0.38580419394020393] User Vector: [1.0224886799476465, -0.45766463420737036] Predicted: 2.015731578291315 Movie Vector: [1.670711196939188, 0.317464533661813] User Vector: [1.747599506149391, -0.18818198368975012] Predicted: 2.8599929569935614 Movie Vector: [1.2312252199423261, -0.6705329956672287] User Vector: [2.1589768649884666, -0.37479720394962407] Predicted: 2.909500657377861 Movie Vector: [1.8295524786906752, -0.4398375335882022] User Vector: [1.7341228687517893, -0.6816935090357712] Predicted: 3.472503184556401 Movie Vector: [2.05139921822781, -0.23281259595933196] User Vector: [2.043423174314901, -0.5120132483242897] Predicted: 4.311079835806125 Movie Vector: [2.169672788160731, -0.2831203665662341] User Vector: [0.9200721663865978, -0.5690135056314354] Predicted: 2.1573548548486037 Movie Vector: [1.534677652878358, -0.863310161771201] User Vector: [2.1564243697259737, 0.4677815545665432] Predicted: 2.9055757207943236 Movie Vector: [1.9321823845966382, 0.04348959975665348] User Vector: [1.834788690593916, -0.41579266688412914] Predicted: 3.527063730758153 Movie Vector: [2.2004439794767925, -0.09851041944563259] User Vector: [1.5973387096156724, -0.19962900500534825] Predicted: 3.534519883775626 Movie Vector: [2.269763297042046, 0.34646638936796076] User Vector: [2.219024779263613, -0.6312446717928872] Predicted: 4.817955936955531 Movie Vector: [2.071420873183563, -0.7752408775892565] User Vector: [2.042537379598767, -0.6961990257081271] Predicted: 4.770676506025298 Movie Vector: [1.7396706657182206, 0.06443846098572766] User Vector: [1.6370339800166842, -0.3755912999799317] Predicted: 2.823697468488638 Movie Vector: [2.181589721395975, -0.08177591495399351] User Vector: [1.9088682584815277, -0.2498684612042271] Predicted: 4.184800594235459 Movie Vector: [1.95026874079501, -0.21907989843142256] User Vector: [1.7432713674766358, -0.23833832405727445] Predicted: 3.4520627905394363 Movie Vector: [1.4744359225950272, -0.550489411308988] User Vector: [1.9441525251602085, -0.5272741700679765] Predicted: 3.156787169579199 Movie Vector: [1.8499917954953315, 0.21864029650809672] User Vector: [1.9974722851298663, -0.7548476677721979] Predicted: 3.5302672213194053 Movie Vector: [0.9491245550404119, -0.08427011041322893] User Vector: [1.7951498524341707, 0.15116654048384534] Predicted: 1.691081983865084 Movie Vector: [1.6357632550738586, -0.5902754602179916] User Vector: [1.9207559919992905, -0.40081662856051564] Predicted: 3.37849429356196 Movie Vector: [1.7949736584688176, -0.20672831958544446] User Vector: [1.9257853865159642, -0.07975243596773153] Predicted: 3.473221127730801 Movie Vector: [2.240951516371705, -0.4311753809736914] User Vector: [1.2006587413409755, -0.8393765100198067] Predicted: 3.0525365135411593 Movie Vector: [1.7796305830031012, -0.3200357638738366] User Vector: [1.9665423974294372, -0.1664799095873353] Predicted: 3.5529985182720956 Movie Vector: [1.4326734142622208, -0.3917212964899812] User Vector: [1.8949290867489756, -0.7430498887863973] Predicted: 3.005882990289591 Movie Vector: [1.552179957844175, -0.5930600649079504] User Vector: [1.7773615504549727, -0.5311623655225142] Predicted: 3.0737961634324997 Movie Vector: [1.5985356546764646, -0.6971056341267254] User Vector: [1.9019837615321726, -0.6449683192926254] Predicted: 3.4899999066369705 Movie Vector: [2.2252348778554714, -0.4129233379265232] User Vector: [1.9162687159138443, 1.1577173780871817] Predicted: 3.7860994578595024 Movie Vector: [1.9916349721767097, -0.31608198412809035] User Vector: [1.5534429148649742, -0.256404209519918] Predicted: 3.17493598780906 Movie Vector: [1.7746209093443452, -0.4985436321802075] User Vector: [1.8737839807768282, -0.4006450613493137] Predicted: 3.524995275981191 Movie Vector: [1.5966407853424236, -0.8320477964621954] User Vector: [1.7615161481107158, -0.189337158028455] Predicted: 2.970046091238845 Movie Vector: [1.4550018217258838, -0.49081905052953023] User Vector: [1.8170229974167482, -0.17499029842377248] Predicted: 2.7296603434834297 Movie Vector: [2.0493296892877626, 0.44001857539093053] User Vector: [1.598572565523854, -0.4448881585303854] Predicted: 3.0802431652841067 Movie Vector: [1.8930725550613943, -0.2442266197201212] User Vector: [2.478510532897106, -0.5302319214637086] Predicted: 4.821497017104888 Movie Vector: [1.4275661726735434, -0.5835369666688033] User Vector: [1.77124146344241, 0.15328929936669008] Predicted: 2.439114424071943 Movie Vector: [2.12854980725534, -0.198363578136561] User Vector: [1.913407322199674, -0.28828132468653916] Predicted: 4.129967301943842 Movie Vector: [1.9070289135716871, -0.6769540535379232] User Vector: [1.6980974188140965, -0.46878031964263633] Predicted: 3.555663613340818 Movie Vector: [2.236077911177271, -0.6259898439281067] User Vector: [1.6344748537063507, -1.4679374585280764] Predicted: 4.573727057307684 Movie Vector: [1.286539088145482, -0.41792077764337976] User Vector: [1.651670744324232, -0.7032990942900529] Predicted: 2.4188622777210504 Movie Vector: [2.0468466409687673, -0.3445644751833452] User Vector: [2.079878288781236, -0.305710078376671] Predicted: 4.362528721729857 Movie Vector: [2.132155284338288, -0.12575079445065096] User Vector: [2.087124706284804, -0.39111599163204086] Predicted: 4.499257118248226 Movie Vector: [1.5759015892038628, -0.49375359372169686] User Vector: [1.7474530896914655, -0.4558313422093075] Predicted: 2.9788824644508107 Movie Vector: [2.3662372015977167, -0.2647734239347213] User Vector: [1.9235725816545142, -0.07183343863267184] Predicted: 4.570648588184049 Movie Vector: [1.982018300845304, -0.09099125750096944] User Vector: [2.476054435473481, -0.2490652607472305] Predicted: 4.930247966272824 Movie Vector: [1.9031963102941303, -0.11740187376442066] User Vector: [1.9423297811965823, -0.2724101465973062] Predicted: 3.728616334590705 Movie Vector: [2.494031605918514, -0.16962671045922573] User Vector: [1.8026567648912077, -0.5277131430373765] Predicted: 4.585397190781022 Movie Vector: [1.3633819731782546, -0.33189329763623054] User Vector: [2.4093942203333354, -0.8249954732424479] Predicted: 3.5587351144317436 Movie Vector: [1.79407585275559, -1.7416357785653782] User Vector: [1.9082135796068396, -0.20825295842950303] Predicted: 3.786180708465848 Movie Vector: [1.7547998700976848, -0.45075716152316403] User Vector: [2.297752643934916, -0.8857413987719484] Predicted: 4.431350319847603 Movie Vector: [1.8116718594767318, -0.32274825500413995] User Vector: [1.6817783913597595, 0.1625275919098354] Predicted: 2.994375088823598 Movie Vector: [1.8980613900666827, -0.08254606761538816] User Vector: [1.5252712429932438, -0.34213543309693395] Predicted: 2.923300390298533 Movie Vector: [1.7068463524881095, -0.6496060646391626] User Vector: [2.065465525351437, -0.694581675926264] Predicted: 3.9766367672049716 Movie Vector: [2.2442914391041184, -0.16311611996535547] User Vector: [1.7155678545283388, 0.0396323753572128] Predicted: 3.8437695698268914 Movie Vector: [1.8143084091568702, 0.21336420377599405] User Vector: [2.2079164681671104, -0.40145001953090215] Predicted: 3.9201863511384576 Movie Vector: [1.9659445004562275, -0.051022913182319635] User Vector: [1.981968701193545, -0.12483794381350902] Predicted: 3.9028100637568777 Movie Vector: [1.4479355693994869, -0.3408279349423367] User Vector: [1.8559428163556115, -0.4340196606303872] Predicted: 2.8352116432297785 Movie Vector: [1.798125673452434, -0.3855417617031719] User Vector: [2.1962106135546513, -0.09164598764395294] Predicted: 3.984396044070617 Movie Vector: [2.1822590120508343, 0.23017433249916278] User Vector: [2.0799565415696906, -0.5380936879371188] Predicted: 4.415148552071604 Movie Vector: [2.2073470929064056, 0.06311521047215655] User Vector: [1.788038371414249, -0.5214142318130047] Predicted: 3.9139121321622907 Movie Vector: [1.8045853936695053, -0.36103342221773577] User Vector: [2.168860378913421, -0.5601912306779083] Predicted: 4.116141517803679 Movie Vector: [1.7781005438082624, -0.22287624665752392] User Vector: [2.1015081292774194, 0.10129769894969885] Predicted: 3.714115896548711 Movie Vector: [1.4434869382241442, -0.5208132521850558] User Vector: [1.625804024758885, -0.5349183657571501] Predicted: 2.62541944757519 Movie Vector: [1.8207316963076505, 0.21219630236789686] User Vector: [2.218354834764886, 0.06018868857153615] Predicted: 4.051800778473002 Movie Vector: [2.0882418458875027, -0.4942413336276302] User Vector: [1.6821498348401924, 0.16246141947661283] Predicted: 3.4324405275408822 Movie Vector: [1.886409573393542, 0.1629725000396567] User Vector: [1.6554439167318686, -0.4475344158472629] Predicted: 3.049909450134683 Movie Vector: [1.8822599553768837, 0.033223309615262694] User Vector: [1.6517959174694128, -0.13985437839730816] Predicted: 3.104462884593152 Movie Vector: [2.165367067593928, -0.18694566425804876] User Vector: [1.8078321615683568, -0.0163367539343409] Predicted: 3.917674311713341 Movie Vector: [2.455567006905815, -0.15836651116006026] User Vector: [1.5074044905326134, -0.4969815128433003] Predicted: 3.7802379613135964 Movie Vector: [1.7419894319216218, -0.20704631352693276] User Vector: [1.6520121614594996, -0.44783089533090764] Predicted: 2.9705094626301745 Movie Vector: [1.752939041888689, -0.3088851297224951] User Vector: [1.9357262826133808, -0.524128182352901] Predicted: 3.5551055768003446 Movie Vector: [2.0460187959678993, -0.13028432710054202] User Vector: [1.8430772428466082, -1.277546283427799] Predicted: 3.937414939161042 Movie Vector: [1.4121193896484354, -0.7609141019203429] User Vector: [1.666769109618611, -0.10094399773706678] Predicted: 2.4304866891418486 Movie Vector: [1.549463400780884, -1.1385244277160675] User Vector: [1.6973251186938632, -0.29876696818669696] Predicted: 2.9700966421174346 Movie Vector: [1.291102580526383, -1.120056890657936] User Vector: [2.0716299750104614, -0.13772561178729828] Predicted: 2.828947327134256 Movie Vector: [1.7700864169878001, -0.9332862264367876] User Vector: [1.6446112056222664, -0.08900431208200797] Predicted: 2.994170454857523 Movie Vector: [1.763833432504712, -0.2170603566133832] User Vector: [1.800980177940478, -0.14644473907020217] Predicted: 3.2084163964164323 Movie Vector: [2.0312414157523526, -0.2993417583773582] User Vector: [1.9177215860503711, -0.4447394019594607] Predicted: 4.028484584070043 Movie Vector: [1.406676060916052, -0.4861649876378162] User Vector: [2.213194667800163, -0.40082929878883145] Predicted: 3.30811712843209 Movie Vector: [1.8971073297248717, -0.17958233903112902] User Vector: [1.9492422624678905, 0.0877399024463578] Predicted: 3.682165246629647 Movie Vector: [1.5737622424094528, -0.35144810367119433] User Vector: [1.5985999680352265, 0.010350264715645326] Predicted: 2.5121786895039895 Movie Vector: [1.908360561362585, -0.18331314167587656] User Vector: [2.0001184553761706, 0.027196126311497627] Predicted: 3.8119617709377605 Movie Vector: [1.6571148018339454, -0.29634723082070996] User Vector: [1.944128276772249, 0.5261793289304497] Predicted: 3.065711957059577 Movie Vector: [1.6416772636309025, -0.04899159141756082] User Vector: [2.1933052946049405, 0.8513164528290496] Predicted: 3.558992086530161
avg loss: 1.0278826637285374: 95%|██████████████████████████████████████████▊ | 66643/70000 [01:46<00:04, 777.24it/s]
Movie Vector: [1.2017075686099854, -0.2327736347036621] User Vector: [2.0880756646431293, -0.9311966326294632] Predicted: 2.7260143548329454 Movie Vector: [1.91721732320368, 0.2176677664936822] User Vector: [2.0992687349196264, -0.4786944437906943] Predicted: 3.9205580342349258 Movie Vector: [2.1680963863636924, -0.31293855164940376] User Vector: [1.7878191889209791, -0.37352290231062013] Predicted: 3.9930540390282094 Movie Vector: [2.0193627717150644, -0.3405247696539571] User Vector: [1.7739121709506833, -0.43262760264439415] Predicted: 3.729492613046485 Movie Vector: [1.7118151325865691, -0.1657795726033068] User Vector: [1.782222741856882, -0.24271385598499742] Predicted: 3.0910728584606306 Movie Vector: [1.6359531722834444, -0.7445734994711558] User Vector: [1.816666809686262, -0.7512882278717667] Predicted: 3.531371135226249 Movie Vector: [1.8942361772318916, 0.17536288958881005] User Vector: [1.5048525822479362, -0.3349883670864689] Predicted: 2.7918016746639513 Movie Vector: [1.4833794854928104, -1.7850383613062626] User Vector: [2.1475964898298248, -0.17066177019710158] Predicted: 3.490338382740191 Movie Vector: [1.6266351023847583, -0.41796511323741675] User Vector: [1.6963574509259045, 0.1838991515419021] Predicted: 2.6824911461695304 Movie Vector: [2.0709462284397713, -0.691000579024064] User Vector: [1.7595023159895875, 0.006760552594423509] Predicted: 3.6391631394724095 Movie Vector: [1.6930098250442587, 0.5534454815642834] User Vector: [1.4279094959320984, 0.11202637523189332] Predicted: 2.4794652970751536 Movie Vector: [1.792693986164741, -0.37008539222033554] User Vector: [1.7791848105619283, -0.06523653682285352] Predicted: 3.213676999487205 Movie Vector: [2.0761728585964825, 0.13414485197863737] User Vector: [1.875181679585615, -0.6924331202813429] Predicted: 3.800314969667773 Movie Vector: [2.1754656955692586, -0.3859032335467414] User Vector: [1.4933219853253819, -0.5972903939728164] Predicted: 3.479167045915265 Movie Vector: [1.4510984332103787, -0.2052144025335662] User Vector: [1.671306685264058, -1.016499878735852] Predicted: 2.6338309276909264 Movie Vector: [1.851611788944841, -0.11016718727660144] User Vector: [2.4908276840161196, -0.5318209657791712] Predicted: 4.670635123889039 Movie Vector: [1.7052842999087088, 1.0011607493105896] User Vector: [2.193424901974211, -0.8465287159100975] Predicted: 2.8929017248319364 Movie Vector: [2.115016995854619, -0.20351738188978916] User Vector: [1.7593368607577886, -0.18953244883831222] Predicted: 3.759600509706968 Movie Vector: [1.5365393927857682, -0.5568099366346435] User Vector: [1.3299222865677096, -0.489186736538042] Predicted: 2.3158620184292644 Movie Vector: [1.5710995947751152, -0.47494715230257356] User Vector: [2.1762816505821285, -0.10703147166258171] Predicted: 3.4699895120189974 Movie Vector: [1.3818199607971484, -0.4816633261589423] User Vector: [2.0349681030206113, -0.32591574900321346] Predicted: 2.9689412080518593 Movie Vector: [1.8736491415005658, -0.10520956058749996] User Vector: [1.7251782239189835, -0.3443977021561488] Predicted: 3.2686126290924675 Movie Vector: [1.9445555915338133, -0.05034461686509725] User Vector: [1.767339514500764, 0.11583703429091835] Predicted: 3.4308581639509503 Movie Vector: [2.2061727534400313, -0.45926075788731163] User Vector: [2.148551371047474, 0.05205347736862004] Predicted: 4.716169374704178 Movie Vector: [1.4799302629311517, -0.7824289945539509] User Vector: [1.5434150322634264, -0.06719843089658521] Predicted: 2.336724615231523 Movie Vector: [1.8246757341255704, -0.5474799094912052] User Vector: [1.8226803996311225, -0.29121470536487787] Predicted: 3.4852348968088775 Movie Vector: [2.069176647177203, -0.2545156452575206] User Vector: [1.713399118460776, -0.1337130315292729] Predicted: 3.579357501712056 Movie Vector: [1.7228781919889251, -0.46482330409284334] User Vector: [2.172949486157615, -0.9002072310342085] Predicted: 4.162164581492086 Movie Vector: [1.8684013656795055, -0.468920701722402] User Vector: [1.9218219338760483, -0.4064488185651001] Predicted: 3.7813269910626253 Movie Vector: [1.6638344302754384, -0.15195725890858103] User Vector: [2.0541804982173533, -1.2044026466386142] Predicted: 3.6008339637398303 Movie Vector: [1.9626389227824728, 0.7299931080622076] User Vector: [2.162765727183414, -0.8974597074330138] Predicted: 3.589588795840482 Movie Vector: [1.583116008628672, -0.8285972208499469] User Vector: [1.9707992337644464, -0.5843103342727615] Predicted: 3.604161735857929 Movie Vector: [2.2386523078087848, -0.42956801195791594] User Vector: [2.0079728206547633, -0.21325666292288528] Predicted: 4.586761229704664 Movie Vector: [1.7665869935144225, -0.052300784522105404] User Vector: [1.890293143922501, -0.6914567443797609] Predicted: 3.375531012177139 Movie Vector: [2.149383873126207, -0.3754711752527996] User Vector: [1.756899871685858, -0.5816986657587747] Predicted: 3.9946633325745187 Movie Vector: [2.1194854071424145, -0.19699790066594333] User Vector: [1.769612237985846, -0.25123033954385243] Predicted: 3.8001591641853616 Movie Vector: [1.9638114390041759, 0.03632194663640431] User Vector: [2.0071733004199306, 0.18988322669368446] Predicted: 3.948606815855541 Movie Vector: [1.191802214039393, -0.5246067269622628] User Vector: [2.0769687890082364, -0.30906193179645436] Predicted: 2.6374719696991047 Movie Vector: [2.087459027573623, -0.27697273601149097] User Vector: [1.783231473530504, -0.6783512447050537] Predicted: 3.9103074378974236 Movie Vector: [2.232754090018931, -0.08668357376919307] User Vector: [1.8472639026454172, -0.6526444532355954] Predicted: 4.18105958758299 Movie Vector: [1.8339679758670222, -0.4102321259840376] User Vector: [2.1921258013657092, -0.8865393840069987] Predicted: 4.383975455046314 Movie Vector: [2.2670170260295377, -0.6569235547474852] User Vector: [2.0337950994397977, 1.8828800059385649] Predicted: 3.37373989122133 Movie Vector: [1.9353491996706305, -0.48038107938964947] User Vector: [1.820495645407367, -0.36246981710908793] Predicted: 3.6974184323320483 Movie Vector: [1.9191621380622308, 0.3825475218662883] User Vector: [1.8666101497103558, -0.6816923503370526] Predicted: 3.321547806550142 Movie Vector: [1.66576844175539, 0.2882585685387029] User Vector: [1.7090047621740145, -0.26634705375752543] Predicted: 2.770029379188504 Movie Vector: [2.054113932135028, -0.19255294322516053] User Vector: [2.055565068463795, -0.3764272680959309] Predicted: 4.294847023923652 Movie Vector: [1.812459562390707, 0.019398442243143667] User Vector: [2.2333058919057684, -0.8957507749978786] Predicted: 4.030400449855069 Movie Vector: [2.002177636008314, -0.19136125609372875] User Vector: [1.749439797848431, -0.5240936944952403] Predicted: 3.6029804664844467 Movie Vector: [2.1022034815621873, -0.6338502096112801] User Vector: [2.305127686881006, -0.07570169512789682] Predicted: 4.893830984131389 Movie Vector: [1.8075186929585125, -0.42327136106374597] User Vector: [1.9641526463171841, -0.5291371877035536] Predicted: 3.774211241670966 Movie Vector: [2.220562846587447, -0.08237636709871769] User Vector: [1.6265831710190497, 0.004101135489966513] Predicted: 3.611592319806654 Movie Vector: [1.6011888508422902, -0.46569986887375747] User Vector: [2.020162645744262, -0.509373418888947] Predicted: 3.4718770396381355 Movie Vector: [2.0250929455745568, -0.4715541161574585] User Vector: [1.736973562556912, -0.23043803337337773] Predicted: 3.6261969113399544 Movie Vector: [1.3129449074103927, 0.2941999739388987] User Vector: [1.939034008239168, -0.62099581150676] Predicted: 2.363147874851723 Movie Vector: [1.6147008039497706, 0.10116358349418568] User Vector: [1.7855025154612705, -0.4475960045898435] Predicted: 2.8377719313876626 Movie Vector: [1.6331770299643273, -0.6936118219501107] User Vector: [1.8142980310374468, -0.34450485088688415] Predicted: 3.2020225070941675 Movie Vector: [2.067873247816197, -0.1896705664433481] User Vector: [2.016552016318248, -0.3358329819319654] Predicted: 4.233671599287711 Movie Vector: [1.7387640332899783, -0.49087685711222934] User Vector: [1.9883485759605852, -0.20566480047046906] Predicted: 3.5582250803971696 Movie Vector: [2.265222526745232, 0.21203970496709618] User Vector: [1.703513815724591, -0.3958893765960121] Predicted: 3.7748936033880436 Movie Vector: [1.175111809987112, -0.8682084860218665] User Vector: [1.6406264085185678, -0.4968106587371431] Predicted: 2.3592546982886105 Movie Vector: [1.4197600110113806, -0.24823096101704548] User Vector: [1.6189371770613685, 0.13722447877572125] Predicted: 2.2644389000898215 Movie Vector: [1.7704358753582092, -0.933305138688968] User Vector: [2.160012287561328, -0.03194692681771915] Predicted: 3.8539794760774257 Movie Vector: [2.1100970204701346, 0.7539684598032627] User Vector: [2.1015223250053605, 0.05735943391089671] Predicted: 4.477663200486267 Movie Vector: [2.3639638388382314, 0.22899553795838096] User Vector: [2.109009669004499, -1.9741346579796495] Predicted: 4.533554565280489 Movie Vector: [2.065892901425759, -0.41598932057282084] User Vector: [1.6973711205406263, -0.29498582122250894] Predicted: 3.629297900358934 Movie Vector: [2.4126969150764066, -0.1442325191048936] User Vector: [1.599761992357759, -0.34537501136660637] Predicted: 3.909555131743338 Movie Vector: [1.708605281934824, -0.6501975633342217] User Vector: [1.7596223679278902, -0.9682994055545663] Predicted: 3.63608598612181 Movie Vector: [1.6141935461920043, 0.04537370135368542] User Vector: [1.4508792048820796, -0.35003093361491994] Predicted: 2.326117649778445 Movie Vector: [2.2401754017881714, -0.4038969920643953] User Vector: [1.704313166041329, -0.007618122421733087] Predicted: 3.821037368240821 Movie Vector: [1.797659017056619, 0.27435030153635676] User Vector: [1.7148792760765268, -0.20489111147655648] Predicted: 3.026556255586783 Movie Vector: [2.3082087812881285, 0.2098464745959191] User Vector: [1.51922761660395, -0.33365756811171127] Predicted: 3.4366776610301812 Movie Vector: [1.6715831367774747, -0.6607085013003029] User Vector: [1.0170738614248913, -1.6696581360368923] Predicted: 2.8032808403597906 Movie Vector: [2.2792000759196305, 0.2087913818963267] User Vector: [2.2115594586835026, -0.5796313823707289] Predicted: 4.919564448816553 Movie Vector: [2.057203329403226, -0.5339952963280153] User Vector: [1.7486661149944431, -0.45621140122233456] Predicted: 3.8409764961651125 Movie Vector: [1.3451451426316077, -0.25455547228740794] User Vector: [1.2743533414240487, -0.58089624356057] Predicted: 1.8620605248424598 Movie Vector: [1.6852115585516687, -0.4504778327232748] User Vector: [1.8472915839273523, -0.050680368452509145] Predicted: 3.1359075117916975 Movie Vector: [2.053756596478156, -0.3624946405634082] User Vector: [1.7386716600096173, 0.46764964718337726] Predicted: 3.4012879000890344 Movie Vector: [1.959349364402365, -0.2826692506705004] User Vector: [1.7782745549738443, -0.21499146754982973] Predicted: 3.545032596053762 Movie Vector: [1.9220693601535945, -0.1831267396042907] User Vector: [1.8441167681085096, -0.686175967025566] Predicted: 3.6701775041630507 Movie Vector: [1.1700204424377179, -0.34964718860976485] User Vector: [1.8079270025022796, 0.0730715560577314] Predicted: 2.0897622872198878 Movie Vector: [2.1549643045893028, -0.3017882817616588] User Vector: [1.5559917010230762, -0.32644647047558945] Predicted: 3.451624293353906 Movie Vector: [1.7993747994110854, -0.3855938866594333] User Vector: [1.7589915639940124, -0.6424596112353356] Predicted: 3.4128135911454587 Movie Vector: [1.9637273319827355, -0.17984239050257533] User Vector: [1.4349342944873598, -0.42306567830953984] Predicted: 2.893904836610973 Movie Vector: [1.503740747750665, -0.6615607306529664] User Vector: [1.6072891783367524, -0.25211731926620085] Predicted: 2.5837371488276752 Movie Vector: [1.7393935370977258, -1.7356680220567633] User Vector: [1.848191196882246, 0.043589840367104934] Predicted: 3.1390743311661464 Movie Vector: [1.8831901761253242, -0.43013856523550653] User Vector: [1.9277465294078366, -0.4846646282614119] Predicted: 3.83878627406129 Movie Vector: [1.8488969357276241, 0.613074732306815] User Vector: [2.152536222082713, -0.05963627355638455] Predicted: 3.9432561326050886 Movie Vector: [0.7656870896147223, 0.4475225298908891] User Vector: [1.6077159675489257, -0.34585050494043695] Predicted: 1.0762314671846684 Movie Vector: [2.274142141321102, -0.36318755459677604] User Vector: [1.8245455750005097, -0.45347864711932007] Predicted: 4.31397378177872 Movie Vector: [1.8880198004878859, -0.33603483424026115] User Vector: [1.7252856545198285, -0.3006067069983888] Predicted: 3.3583878021888522 Movie Vector: [1.5856494945733632, -0.590887408628326] User Vector: [1.5355977232445275, 0.1692131343668903] Predicted: 2.3349338432587636 Movie Vector: [2.355902323234516, -0.13245058803701518] User Vector: [2.196145282137126, -0.22820289059045817] Predicted: 5.2041293793978305 Movie Vector: [1.649134185195695, -0.36482155218157036] User Vector: [1.7026129601243685, -0.6741183010787998] Predicted: 3.053770121651902 Movie Vector: [1.163026993838687, -0.8925461951173094] User Vector: [1.9181959968154765, -0.52388958096348] Predicted: 2.698509375920263 Movie Vector: [1.760331352997333, 0.14148039143444816] User Vector: [1.9893777344179215, -0.20694054526477018] Predicted: 3.472685969502951 Movie Vector: [2.1623355281362318, -0.4943164128125833] User Vector: [1.6538846783113348, -0.4480534556427471] Predicted: 3.7977337762943666 Movie Vector: [1.9973390918187566, -0.32174207444043645] User Vector: [2.1358371896502555, -0.49353714886685135] Predicted: 4.424782778738606 Movie Vector: [2.1771897941120835, -0.4013018367753762] User Vector: [1.9343976767682716, -0.2940067883481622] Predicted: 4.329536343802553 Movie Vector: [1.9170170372948672, -0.5130040727595122] User Vector: [2.247276296611397, -0.29729458717423357] Predicted: 4.460580282142701 Movie Vector: [1.5704074055749786, -0.44573029748253856] User Vector: [1.4964389970129246, -0.22315709529374997] Predicted: 2.4494867613709124 Movie Vector: [1.4037549724708558, -0.2378245672545269] User Vector: [1.2968755819097013, -1.5093098053265221] Predicted: 2.1794464980865724 Movie Vector: [1.7943051574725777, -0.32393667918725877] User Vector: [2.2294525624750254, -0.44135730841209797] Predicted: 4.143290052011434 Movie Vector: [2.0095617339023777, 0.003609761740674164] User Vector: [1.8596940404352047, 0.46165404033180724] Predicted: 3.738836441517106 Movie Vector: [1.9995411196743278, -0.15549629864841685] User Vector: [1.6818258514164248, -0.4512827647275834] Predicted: 3.433052745597391 Movie Vector: [2.124461409128649, 0.24934710242470529] User Vector: [1.8295414392127516, -0.17787132859537894] Predicted: 3.842438483619488 Movie Vector: [1.3651119405328414, 0.13260533644575484] User Vector: [1.9064385127964134, -0.2780825999441194] Predicted: 2.565626740984756 Movie Vector: [1.6622252477081334, 0.5834662558614856] User Vector: [2.050985662268653, -0.5183381795080031] Predicted: 3.1067673136427487 Movie Vector: [1.498822190832572, 0.005596137647188509] User Vector: [1.802600236673984, -0.4870019921123043] Predicted: 2.6990519057446978 Movie Vector: [2.0524875432571466, -0.06619128698636804] User Vector: [1.7368274825801553, -0.38666299755885575] Predicted: 3.590410494220865 Movie Vector: [2.1029775312719754, -0.33667237265449496] User Vector: [1.9663494338599339, -0.2801944181946327] Predicted: 4.229522397614943 Movie Vector: [1.4241417548755262, -1.0920670582087397] User Vector: [1.9348500981806556, -0.12998559436621754] Predicted: 2.8974537998931127 Movie Vector: [0.9257606073581592, 0.19973429457640948] User Vector: [1.9439390630345608, -0.2583487643346872] Predicted: 1.7480210994630503 Movie Vector: [1.9698957081192032, -0.36097355203042275] User Vector: [1.9372833717445532, -0.69505249183657] Predicted: 4.067141766236138 Movie Vector: [2.344518344871472, -0.251239141809493] User Vector: [1.748171259528365, -0.5255994015016372] Predicted: 4.230670730510173 Movie Vector: [1.9974367148544037, -0.3956992424958506] User Vector: [2.040369958673846, 0.07911365100619444] Predicted: 4.04420465556687 Movie Vector: [1.9458994483065537, -0.02089798804136555] User Vector: [1.7919054501420189, -0.23043812957260654] Predicted: 3.491683520124944 Movie Vector: [1.5338174576421495, -0.47311358356251637] User Vector: [1.6661356398890725, -0.4120513770288942] Predicted: 2.750495034859643 Movie Vector: [2.1209367983875462, -0.12238077216178346] User Vector: [1.9762682051146705, -0.18663777997508885] Predicted: 4.2143808353389245 Movie Vector: [1.4740746921176047, 1.5110856276455098] User Vector: [1.8289624620760214, 0.41640169295604895] Predicted: 3.3252458917325116 Movie Vector: [1.5054626466460825, -0.36930228007602767] User Vector: [2.408849073886249, -0.2459799711921232] Predicted: 3.717273266358044 Movie Vector: [2.1734757692990962, -0.23219857299621616] User Vector: [1.5996735943618035, 0.020724777085880088] Predicted: 3.472039532467965 Movie Vector: [1.6733917647576768, -0.3374412504160058] User Vector: [2.1713756098902293, 0.047302137196922195] Predicted: 3.617600371462909 Movie Vector: [0.08563333916638383, -0.6158398873433449] User Vector: [1.6345349741174877, -0.03537489179682467] Predicted: 0.16175595719685876 Movie Vector: [1.7104451881793088, 0.24723170669626543] User Vector: [1.6765590077420687, -0.2758446572155665] Predicted: 2.799464742104647 Movie Vector: [2.1685490269219234, -0.31303312028143415] User Vector: [2.298190182649129, -1.1178670024647615] Predicted: 5.333667480106484 Movie Vector: [1.5916986886589708, -0.004343123848146977] User Vector: [1.5681862289953798, -0.4941986702209775] Predicted: 2.4982263302953616 Movie Vector: [2.301212769741428, -0.23695582403794505] User Vector: [1.553502144835616, 0.1486651453726125] Predicted: 3.539711901488929 Movie Vector: [1.5989860002178864, -0.06923259406319623] User Vector: [1.7055543335930536, 0.049416387191959905] Predicted: 2.723736277351709 Movie Vector: [2.1225286512374515, -0.4721084041143564] User Vector: [2.0484528053571434, -0.27215643258931027] Predicted: 4.476387109137467 Movie Vector: [1.96515456085489, -0.3592725379876203] User Vector: [2.2158190221627416, -0.6013323143190347] Predicted: 4.570469044171503 Movie Vector: [1.3380262222802042, -0.2710040065299016] User Vector: [1.4494767977774599, -0.2234492350312916] Predicted: 1.9999936019625035 Movie Vector: [1.4467460818875328, -0.5665606120504345] User Vector: [1.6449873258339305, -0.08920262319815565] Predicted: 2.430417661200541 Movie Vector: [1.4108761487698929, -1.4318646510303463] User Vector: [2.1738012097814834, -0.22636116813918522] Predicted: 3.3910828340722694 Movie Vector: [1.4256634706840179, -0.6704152483396302] User Vector: [1.9643450011446213, 0.09417446263610699] Predicted: 2.737358916197205 Movie Vector: [1.9712895105698334, 0.10593299632399314] User Vector: [2.197396472768477, -0.3953692433391939] Predicted: 4.2898219687303785 Movie Vector: [1.856721679957182, -0.36053669674190003] User Vector: [1.4375689661325752, -0.4924776209425033] Predicted: 2.846721720525904 Movie Vector: [2.158200309061797, -0.34454132708724644] User Vector: [1.9262273763059141, -0.10036772895827747] Predicted: 4.191765349398737 Movie Vector: [1.7356841016868279, 0.209888780096811] User Vector: [1.5074121379236736, -0.14240286113879508] Predicted: 2.5865025196771545 Movie Vector: [1.7520903057529855, -0.4083391097543231] User Vector: [1.5141062206225682, -0.43031641430783796] Predicted: 2.828565852564228 Movie Vector: [1.628614438967267, -0.6821217279530382] User Vector: [1.7486438515604308, -0.4697156879799981] Predicted: 3.168269901994218 Movie Vector: [2.1722959738494896, 0.07849228195598491] User Vector: [2.2854834688730077, -0.45147290423191994] Predicted: 4.92930939923794 Movie Vector: [1.4894867651840475, -0.13364021351368047] User Vector: [1.8183612928905628, -0.9531892599055928] Predicted: 2.8358094962961773 Movie Vector: [1.679990503036229, -0.673774648731893] User Vector: [2.0879650817785813, 0.17763740724429639] Predicted: 3.38807392639161 Movie Vector: [1.3527696314721336, -1.038724746925448] User Vector: [1.8652170155138827, 0.4535665224790075] Predicted: 2.0520781634164056 Movie Vector: [2.124200930241184, -0.19905127837193878] User Vector: [1.9414718472021577, -0.3870248502929176] Predicted: 4.201114095076407 Movie Vector: [2.0888279353701367, -0.41997519598979705] User Vector: [2.499463003027586, 0.7879252669884633] Predicted: 4.890039075719361 Movie Vector: [1.7725402174914822, -0.5631136760610904] User Vector: [2.219093261119268, -0.21302676473522042] Predicted: 4.053390336287681 Movie Vector: [1.7445352106177898, -0.41720001722719763] User Vector: [1.761451643109211, 0.08696018412097983] Predicted: 3.0366346228912264 Movie Vector: [1.123071779953642, -1.3644966048405949] User Vector: [1.7881771921622587, -0.49520035292625686] Predicted: 2.6839505423579157 Movie Vector: [2.1136051227338064, -0.38305031700176645] User Vector: [1.922209828655224, 0.3515748771224416] Predicted: 3.9281216726833454 Movie Vector: [1.729858493409289, -0.25116951545680605] User Vector: [1.771233937714105, -0.3835572452646695] Predicted: 3.1603219584125988 Movie Vector: [1.4340899226410828, -0.10460105856076368] User Vector: [2.1765717491673042, -0.3964883206522231] Predicted: 3.162872709433308 Movie Vector: [1.6418036345416427, -0.6118216012618658] User Vector: [2.1433083592052284, -0.14446639031341743] Predicted: 3.6072791123367054 Movie Vector: [1.1394298538275291, -0.822409771062709] User Vector: [1.4431824218240863, -0.47825250689169135] Predicted: 2.0377246706484407 Movie Vector: [1.9197776639826005, -0.3987104077122496] User Vector: [1.235913716951812, 0.30874224512895526] Predicted: 2.2495808019804415 Movie Vector: [2.2614738073630676, -0.6487981405620291] User Vector: [1.8196026696122454, -0.6999987708354639] Predicted: 4.569141678049761 Movie Vector: [0.9928368369672845, -1.1715285761939656] User Vector: [1.3734940095326091, -0.7000273640204109] Predicted:
avg loss: 1.0276044502595973: 95%|██████████████████████████████████████████▉ | 66797/70000 [01:46<00:04, 684.27it/s]
2.183757509085516 Movie Vector: [2.2389470217654526, -0.322365133919219] User Vector: [1.8279593391621523, -0.23082533033071517] Predicted: 4.167114156849455 Movie Vector: [2.090320459231913, -0.46099983527153787] User Vector: [1.9342303902637568, -0.2467502445162365] Predicted: 4.156913179711656 Movie Vector: [1.432101662344049, -0.6624830714108242] User Vector: [1.5606127239042276, -0.04707866835973626] Predicted: 2.2661448969914084 Movie Vector: [2.0400524588441145, -0.17764160908865587] User Vector: [1.905558432352333, -0.41314169656376426] Predicted: 3.960830321150717 Movie Vector: [2.220505704275445, 0.08886522538799699] User Vector: [1.765145295446538, -0.18456533155633031] Predicted: 3.903113757626439 Movie Vector: [1.848104267836334, -0.18979273700540492] User Vector: [1.3636508009572457, -0.22756421838699797] Predicted: 2.5633589009396847 Movie Vector: [2.029335834820088, -0.23406599646421594] User Vector: [1.775035490626644, -0.37047963997861755] Predicted: 3.6888598153074037 Movie Vector: [1.0784925274366453, -1.352151261394562] User Vector: [1.7218093590779016, -0.18838373960131824] Predicted: 2.1116818385641434 Movie Vector: [2.1490136940425426, -0.10478757436988399] User Vector: [1.9487705432185298, -0.180056653082238] Predicted: 4.206802283848993 Movie Vector: [2.0958846516282454, 0.19964098023807608] User Vector: [1.8518724561579956, -0.1527076298030732] Predicted: 3.850824356730925 Movie Vector: [2.228400862994123, -0.45872223206325513] User Vector: [2.1880387797997307, 1.0151703627971802] Predicted: 4.410146290423541 Movie Vector: [1.7433941705264833, -0.4520740702842905] User Vector: [2.3327488408152246, -0.6828804378730414] Predicted: 4.375613269446458 Movie Vector: [1.6896135749821994, -0.5234570287005511] User Vector: [2.0743132377772313, -0.34113098731220565] Predicted: 3.6833552183298215 Movie Vector: [1.916635119349988, -0.47425688384507975] User Vector: [1.4681483255214265, -0.24286755073869873] Predicted: 2.9290862489096665 Movie Vector: [2.157900598350821, -0.2614396294902994] User Vector: [1.9174171444105164, -0.44849003398519793] Predicted: 4.254848671526758 Movie Vector: [1.5015931011902206, 0.012000240939956752] User Vector: [1.8568020273870163, -0.1583441440167242] Predicted: 2.7862609467207267 Movie Vector: [1.6165074837300395, -0.4914896489728341] User Vector: [1.5540546030943938, -0.18229950690931518] Predicted: 2.6017392166859836 Movie Vector: [2.214294167328191, -0.09469716617992156] User Vector: [1.6970853222623439, -0.9338459730511435] Predicted: 3.8462786978402663 Movie Vector: [2.028325143545406, -0.36933492574485266] User Vector: [1.6721657432107826, 0.4725530278792992] Predicted: 3.2171654836674146 Movie Vector: [2.1738262865503293, 0.21431057016330005] User Vector: [1.6855014389664804, -0.09411120192064924] Predicted: 3.643818308701373 Movie Vector: [1.9579217288678008, -0.0959734124467628] User Vector: [1.9537585237688346, -0.19817247235410923] Predicted: 3.8443255550725146 Movie Vector: [2.2688975051984, -0.432780201783598] User Vector: [2.104911724805761, -0.48855550941821774] Predicted: 4.987266113023157 Movie Vector: [1.9725780213624438, 0.12795132033571907] User Vector: [1.8624581437671974, -0.10465428085345885] Predicted: 3.6604533466886826 Movie Vector: [1.9351675191363424, -0.07227190931938329] User Vector: [2.0311949866622774, -0.45187295827353446] Predicted: 3.963360284685642 Movie Vector: [1.5435775919969448, 0.12745829482886037] User Vector: [1.5968380249779874, -0.13158897494564276] Predicted: 2.44807128703983 Movie Vector: [2.061727031063292, -0.496802124803471] User Vector: [1.4373060229477743, -0.14873660141070139] Predicted: 3.0372253390383857 Movie Vector: [2.201655465627464, 0.24184215659794162] User Vector: [1.9687132474612914, -0.17902159539809834] Predicted: 4.291133312817666 Movie Vector: [1.8167407860999016, -0.42671309336739166] User Vector: [1.6715936495447792, -0.33805380764970316] Predicted: 3.181104346900416 Movie Vector: [1.6724844000333328, -0.6138895908834248] User Vector: [1.8706251749245122, -0.06807992569102206] Predicted: 3.1703849811007063 Movie Vector: [1.9739440047495675, -0.4837371716270499] User Vector: [1.9673908977418115, -0.5499665782710994] Predicted: 4.149558744658586 Movie Vector: [1.7964849595554375, -0.4676156753747243] User Vector: [1.9020747818469474, 0.569789429741319] Predicted: 3.1506062685278655 Movie Vector: [0.4697174582597095, -2.338284969150525] User Vector: [1.0657969711181228, -0.5880291195795446] Predicted: 1.8756030960301675 Movie Vector: [1.319052487633124, 0.13717586328007134] User Vector: [2.0669190583557695, -0.6951348738479111] Predicted: 2.631018999244321 Movie Vector: [1.2381751032196133, -0.40312314931322574] User Vector: [1.9119575749044004, 0.41767676372441837] Predicted: 2.198963095271234 Movie Vector: [1.9381127634702424, -0.43913756464860587] User Vector: [2.059624985369735, -0.24489954463082542] Predicted: 4.099330061720028 Movie Vector: [2.2035983568048767, -0.3293576071535145] User Vector: [1.8325285697051261, -0.6520723744179355] Predicted: 4.252921941929409 Movie Vector: [1.9258694772594733, -0.13278439332562633] User Vector: [1.5096584908520565, -0.16617094613629027] Predicted: 2.929470116888628 Movie Vector: [1.5338484245564217, 0.10035927268629523] User Vector: [1.778325595064351, -0.1619364162932104] Predicted: 2.7114300913772045 Movie Vector: [1.5735543164561525, -1.0232852629526799] User Vector: [1.814321216501629, -0.22886170403892392] Predicted: 3.089123790661384 Movie Vector: [2.149226595238318, -0.4400348187448743] User Vector: [1.850830752093061, -0.9497393529819013] Predicted: 4.39577305972761 Movie Vector: [1.7555545356917996, 0.04395121342118526] User Vector: [1.6267157970974366, -0.28304911025507656] Predicted: 2.8433479440224083 Movie Vector: [2.1107040991219903, -0.3043183444365969] User Vector: [1.908246144421666, -0.2891865113132593] Predicted: 4.11574771952079 Movie Vector: [2.0056446181442826, -0.15964426065792342] User Vector: [2.017741862024295, -1.2010747221928222] Predicted: 4.238617792392845 Movie Vector: [2.1120721096406947, -0.48309332892610674] User Vector: [1.9179080959441135, -0.5961468164915643] Predicted: 4.338754748405262 Movie Vector: [1.7682216894537872, -0.5626991094124474] User Vector: [1.9090312051566203, -0.7219626180365176] Predicted: 3.781838105000266 Movie Vector: [1.6721086540373653, -0.01317762255195958] User Vector: [1.9596948201321098, -0.18568147441565763] Predicted: 3.2792695083998398 Movie Vector: [1.402282763575584, -0.5806276566689297] User Vector: [1.9539833978540029, -0.3439848657924256] Predicted: 2.939764365678153 Movie Vector: [2.298489655564651, -0.1054783630583277] User Vector: [1.773934233160146, -0.45378479579676856] Predicted: 4.125233962012008 Movie Vector: [1.8977935081531583, -0.08987452253160146] User Vector: [2.185069562017685, -0.2320419424935011] Predicted: 4.167665488449137 Movie Vector: [1.6894710617369386, -0.9479454226311874] User Vector: [1.9839287222165163, -0.5418761818309099] Predicted: 3.8654592109330217 Movie Vector: [2.088390527344952, -0.4757323401879367] User Vector: [1.8595900059388655, 0.7719695296903956] Predicted: 3.516299282234677 Movie Vector: [1.7544926646815906, -2.141739630957106] User Vector: [1.6190708110393963, -0.36853794061657436] Predicted: 3.629960174498528 Movie Vector: [1.4741900111060646, -0.3552840216887352] User Vector: [1.858640425347409, -0.7059268194201117] Predicted: 2.9907936687065924 Movie Vector: [1.602187087147737, -0.351264064716218] User Vector: [2.340199962522934, -0.8466565339532734] Predicted: 4.046838176832835 Movie Vector: [1.6931269036003351, -0.5610208607562239] User Vector: [2.108095710639204, -0.015302458104520102] Predicted: 3.577858561265187 Movie Vector: [1.7256270507850775, -0.6296499142498343] User Vector: [1.9778105310950493, -0.2711496076976308] Predicted: 3.5836926810209073 Movie Vector: [2.246718452486047, 0.04300963010727146] User Vector: [1.629154385687511, -0.4970654535819465] Predicted: 3.6388726189750384 Movie Vector: [2.028229128902574, -0.22700694941068916] User Vector: [2.2159305031036975, -0.09208373467714807] Predicted: 4.515318441718058 Movie Vector: [1.6311940154278586, -0.35589685192537746] User Vector: [2.1058887088177016, -0.31729651463943864] Predicted: 3.5480378896676057 Movie Vector: [1.8838690733178265, 0.07111384332982193] User Vector: [2.132720387455, -0.4569927426901567] Predicted: 3.985267469654353 Movie Vector: [2.1950259896647615, -0.1630420728447932] User Vector: [1.6012318179665954, -0.6887512982470659] Predicted: 3.627040895255575 Movie Vector: [1.6757441642617996, -0.2826752530576234] User Vector: [1.7221002568595396, -0.3941495636424894] Predicted: 2.997215783351312 Movie Vector: [1.560629303373213, -0.38161711796370384] User Vector: [1.7265680060416988, 0.18598048605979747] Predicted: 2.623559287407705 Movie Vector: [1.7860941806089454, -0.9662851350832911] User Vector: [1.8838061806408928, 0.05909510405065805] Predicted: 3.307552536037511 Movie Vector: [1.5844184377135364, -0.7583081575199683] User Vector: [1.815692004640614, -0.08296392553032592] Predicted: 2.939728110871166 Movie Vector: [2.3301135742823207, -0.3177405204587743] User Vector: [1.8917845691266861, -0.26929217995627763] Predicted: 4.4936379415547085 Movie Vector: [2.0007564000272815, -0.3369260455379722] User Vector: [1.7807624775464128, 0.2071288598570674] Predicted: 3.493084816210993 Movie Vector: [1.8648638568102425, -1.0889111713321555] User Vector: [2.007454889352826, -0.5028707765403689] Predicted: 4.2912116736423735 Movie Vector: [1.8972846877068856, 0.3905372408520292] User Vector: [2.1337049950526232, 0.054898457223381936] Predicted: 4.069685707208091 Movie Vector: [1.9029814271046683, -0.03764009939979686] User Vector: [1.9359363354421668, -0.56606321877196] Predicted: 3.7053575662246616 Movie Vector: [2.252523454043082, 0.23721656246807077] User Vector: [1.628526125195521, -0.04085542208816844] Predicted: 3.658601709738874 Movie Vector: [1.3886852658806257, -0.7980432360698149] User Vector: [1.9182799462530262, -0.3185206479814963] Predicted: 2.9180803458660636 Movie Vector: [1.8004301571722472, -0.9089809986652159] User Vector: [1.9082382336927195, -0.4934234277655558] Predicted: 3.884162183144623 Movie Vector: [2.3024017339713896, -0.26188901219915506] User Vector: [2.1327610298926865, -0.3231595661122008] Predicted: 4.9951046329233595 Movie Vector: [1.6966233954875451, -0.6308437724589342] User Vector: [0.9728582255394945, -0.08807981412224254] Predicted: 1.7061386281611624 Movie Vector: [2.1079271403633872, -0.00864004136732874] User Vector: [1.575293757015205, -0.23804114666883358] Predicted: 3.3226611498117027 Movie Vector: [1.6729491807542602, -0.2391107871111066] User Vector: [1.0113535671946843, -0.08102286822344927] Predicted: 1.7113165634861542 Movie Vector: [2.241502509297174, -0.43054881349924023] User Vector: [2.1157853951311885, -0.39205462589023965] Predicted: 4.911336926324802 Movie Vector: [1.6670225523952162, -0.165655183852789] User Vector: [2.271815899804129, -1.1140598374195356] Predicted: 3.9717181270542556 Movie Vector: [2.0941739518122207, -0.11863329615756524] User Vector: [2.0334891485740902, -0.3743578681066385] Predicted: 4.30289131407268 Movie Vector: [1.7805030878352635, -0.49923738508172716] User Vector: [2.174956390849665, -0.5938617460730872] Predicted: 4.168994555024465 Movie Vector: [1.8338472449138936, -0.9585424504099014] User Vector: [1.7280673368538353, -0.365550633323322] Predicted: 3.5194073245297237 Movie Vector: [2.101270953886777, -0.2685546667975385] User Vector: [1.952441832537653, -0.25651427855602316] Predicted: 4.171497418471264 Movie Vector: [1.8633309747844984, -0.6667667877259084] User Vector: [2.054388597370378, -0.03331979607464349] Predicted: 3.850222441120677 Movie Vector: [1.9155382966622294, -0.3792695732927231] User Vector: [1.7340014237725607, -0.08740426993502273] Predicted: 3.35469591386539 Movie Vector: [1.6816273088354634, -0.6963618927640219] User Vector: [1.7456024870117541, -0.11491010229728073] Predicted: 3.01547182886351 Movie Vector: [1.7109689785046196, -0.666318589612875] User Vector: [2.445565681407413, -0.5291279674154327] Predicted: 4.536854816756573 Movie Vector: [2.3117022977410313, 0.3543351657512429] User Vector: [1.4517251268723685, -0.1467631622726163] Predicted: 3.3039529620492005 Movie Vector: [2.3395618693900717, -0.13075264080593155] User Vector: [1.5120635626865129, -0.886459637019086] Predicted: 3.653473193863583 Movie Vector: [1.9541383701320223, -0.39030006305102394] User Vector: [1.9224265207310791, -0.32090358225492316] Predicted: 3.881936116307401 Movie Vector: [1.3515524559845207, -0.25747615694921727] User Vector: [0.9261305604446096, -1.1002170860723843] Predicted: 1.5349937006630163 Movie Vector: [1.6088523096902496, 0.19373559079552102] User Vector: [1.5505024282136899, -0.23793953115172456] Predicted: 2.448432057170647 Movie Vector: [2.2703977236269566, -0.06558714165450978] User Vector: [1.6972864207818357, -0.3431248109540335] Predicted: 3.8760198016672436 Movie Vector: [1.6375170108426096, -0.15001017400649447] User Vector: [2.0960670129586045, -0.3498582090427816] Predicted: 3.4848276804018794 Movie Vector: [2.1540692259843266, 0.2396865191862796] User Vector: [1.995601334429617, -0.24807672821562718] Predicted: 4.239202774350971 Movie Vector: [1.8316805898143385, 0.36783755658327877] User Vector: [2.2575370126817047, -0.3669745006322506] Predicted: 4.000099723275588 Movie Vector: [1.9286834023777162, -0.5625973727422602] User Vector: [1.3942383534515286, -0.19985468447919325] Predicted: 2.8014820916786265 Movie Vector: [2.0493400430736046, -1.0791229353413043] User Vector: [1.7066865808801734, -0.47549203073177226] Predicted: 4.010695507108785 Movie Vector: [2.2094093640802375, 0.2328070888306377] User Vector: [2.265752700955135, -0.5013372438868023] Predicted: 4.889260369908703 Movie Vector: [1.8334433949992293, 0.045493837416653665] User Vector: [1.711254453617984, 0.022859136119969186] Predicted: 3.138528124971035 Movie Vector: [1.4898145663517441, -0.33798112097386973] User Vector: [1.6288809983625252, -0.7153408929603885] Predicted: 2.6685023550952627 Movie Vector: [1.7473034438989574, -0.3681647535594774] User Vector: [1.9586247993376789, -0.20416383973065014] Predicted: 3.4974777869288225 Movie Vector: [1.3222616771186195, -0.21994987355045167] User Vector: [1.952965519035463, -0.2786390374320573] Predicted: 2.6436180836040672 Movie Vector: [1.9301011291305794, -0.3069546062712444] User Vector: [1.4824880865344878, -0.33699767361944827] Predicted: 2.9647949179630304 Movie Vector: [2.015133821180133, 0.352696995893845] User Vector: [2.0846594667935916, -0.6932899466253666] Predicted: 3.9563465157209374 Movie Vector: [1.563779014263482, -0.6493537825321134] User Vector: [1.5185991068252689, -0.17151947057118463] Predicted: 2.486130231325927 Movie Vector: [2.23877327275413, -0.11791515946488232] User Vector: [2.0474503595264797, 0.20635471885323758] Predicted: 4.559444792618807 Movie Vector: [2.093288935332065, -0.2791904655901558] User Vector: [1.8398246969732235, -0.3911048916124753] Predicted: 3.9604774379085925 Movie Vector: [1.9632189380536702, -0.48073907488926265] User Vector: [2.1918048522322544, -0.8511012270571243] Predicted: 4.712150410952846 Movie Vector: [2.2842079019629904, -0.16872293508201033] User Vector: [1.7283481947167154, 0.038703494434244326] Predicted: 3.941376436536515 Movie Vector: [2.118276232657344, -0.5467602576615319] User Vector: [1.6318036857176994, -0.28396853515148385] Predicted: 3.6118736732656496 Movie Vector: [2.2534999335209336, -0.3471141868622139] User Vector: [1.740060947017438, -0.4270025110799763] Predicted: 4.0694458578478185 Movie Vector: [1.7960843199008751, -0.6983362446813799] User Vector: [1.5727499935100877, -0.28440017198667844] Predicted: 3.023398550559587 Movie Vector: [1.6549804625131272, -0.4583422901959757] User Vector: [1.8872317865961528, -0.40039973475657864] Predicted: 3.306851866472568 Movie Vector: [1.902145714130778, -0.2111666295687671] User Vector: [2.102262777969275, -0.15375851496416673] Predicted: 4.031278800463402 Movie Vector: [1.7080996116579654, -0.4091336879219898] User Vector: [1.8055753607295126, 0.46155682732453224] Predicted: 2.8952641255324125 Movie Vector: [2.0178995772366433, -0.25760122983607187] User Vector: [2.175998597909726, -0.12538482963613543] Predicted: 4.4232459371066195 Movie Vector: [1.680089482813715, -0.6773609137303176] User Vector: [1.6750236209025036, -0.10096514457687339] Predicted: 2.882579411528348 Movie Vector: [1.7285808444180368, 0.05304113619839607] User Vector: [1.6710610723291561, -0.4850061363203091] Predicted: 2.8628388829472193 Movie Vector: [2.2575647528146203, 0.01385416490268267] User Vector: [1.8950767012281469, -0.16656520018115814] Predicted: 4.275950742822509 Movie Vector: [2.272341940723302, -0.1375707731430519] User Vector: [1.9191159264994522, 0.11767800383455536] Predicted: 4.344698554925312 Movie Vector: [1.897442874236613, -0.5471284524529137] User Vector: [2.161618579488467, -0.4929486197693764] Predicted: 4.37125398594108 Movie Vector: [1.8073246538928822, -0.36435602485214846] User Vector: [2.4120848277880427, -0.5160892066646727] Predicted: 4.547460588351736 Movie Vector: [2.0536575980422462, -0.2940710139671521] User Vector: [1.5864340357351503, -0.3058623390575237] Predicted: 3.347937559461327
avg loss: 1.0276554200353571: 96%|███████████████████████████████████████████ | 66943/70000 [01:46<00:04, 697.32it/s]
Movie Vector: [1.9594790793479164, -0.008822853153439567] User Vector: [1.8383637305833518, 0.7558313628370997] Predicted: 3.595566681186991 Movie Vector: [2.2856619364612962, -0.1339683229899687] User Vector: [1.588918329796474, -0.4477519939458334] Predicted: 3.691714730305795 Movie Vector: [2.036853535528547, -0.34479047533034973] User Vector: [1.9566301073319312, -0.5473295255964429] Predicted: 4.1740829591333775 Movie Vector: [2.3125205361221592, -0.36159755628635637] User Vector: [1.9350798847728778, -0.22427144399328147] Predicted: 4.5560079786669645 Movie Vector: [2.0672249983716435, -0.6973139767623063] User Vector: [1.899674195784593, -0.9293449447918415] Predicted: 4.575099205524204 Movie Vector: [1.019157711190205, 0.5859225183081577] User Vector: [1.4831478507442613, -0.5070984767758886] Predicted: 1.2144411523784338 Movie Vector: [1.838933275489187, -0.35574845431326607] User Vector: [1.7107822295212654, -1.0970251477882362] Predicted: 3.536279369650682 Movie Vector: [1.8821573119918886, 0.14287642506608506] User Vector: [1.5624981518058239, -0.6120091306545506] Predicted: 2.8534256446994184 Movie Vector: [1.9367892498076333, 0.6512967294410561] User Vector: [1.6789228199331978, -0.7121516886152766] Predicted: 2.7878976032422793 Movie Vector: [1.687258551164117, -0.677793042575217] User Vector: [1.8164967317904954, -0.4387761725227884] Predicted: 3.362299080858914 Movie Vector: [2.044519569848369, -0.49326845157929955] User Vector: [1.9581322763390827, -0.061630555188123604] Predicted: 4.033840167854607 Movie Vector: [2.0197195364253058, 0.0593838491059004] User Vector: [1.8875177908054885, -0.34260740458093975] Predicted: 3.79191121102398 Movie Vector: [1.6025107931767772, 0.17481362438448161] User Vector: [1.8149396786355732, -0.5286537338375397] Predicted: 2.8160445487217682 Movie Vector: [2.0003095518453238, -0.22457857710582088] User Vector: [1.9586524085893209, 0.8654277834221757] Predicted: 3.7235545814572717 Movie Vector: [1.4998877032567934, 0.42976639260359395] User Vector: [1.7054346603681851, -0.5198878347196884] Predicted: 2.3345301565081926 Movie Vector: [1.6597882283577197, -2.578402033759344] User Vector: [1.5252509420958873, -0.057595200823685494] Predicted: 2.680097141920844 Movie Vector: [-0.09386613409030103, 1.6740006063899049] User Vector: [1.6388146384310713, -0.3593142470814826] Predicted: -0.755321462099053 Movie Vector: [1.6768770222934677, -0.15657982231877032] User Vector: [1.9416269684700977, -0.34077882594956477] Predicted: 3.309228737310012 Movie Vector: [1.7667737444155123, -0.16975654933742182] User Vector: [1.760179015755184, -0.4611834562940947] Predicted: 3.188126982659389 Movie Vector: [2.313442834810145, -0.6139427121165782] User Vector: [1.627578094582809, -0.3100708511350782] Predicted: 3.9556746203007136 Movie Vector: [1.3929086767272798, -0.36915226174753063] User Vector: [1.8603396336630327, 0.4384146691123143] Predicted: 2.429441450702781 Movie Vector: [2.0302553978249938, -0.5125276967963164] User Vector: [1.7189262511780297, -0.010252818404370421] Predicted: 3.4951141533197387 Movie Vector: [1.599304661858063, -0.6305981285835465] User Vector: [1.819172829919015, -0.08462986057670312] Predicted: 2.962779019316961 Movie Vector: [1.4172161452476955, -1.0230532294044565] User Vector: [1.6822864129325767, -0.0010032767323968558] Predicted: 2.3851898708399446 Movie Vector: [1.5170421165971502, -0.09736787151481582] User Vector: [2.0012839653155954, 0.5254618823461192] Predicted: 2.9848689576080982 Movie Vector: [2.3089914413772235, -0.023438474628474523] User Vector: [1.8720196007249104, -0.38166590199687955] Predicted: 4.331422902724733 Movie Vector: [2.0244380838224942, -0.34131749223207486] User Vector: [1.4754107350369212, -0.8202871608719577] Predicted: 3.266856037948268 Movie Vector: [1.762427447223901, 0.04454519812256581] User Vector: [1.4444116010813315, -0.16167231900870407] Predicted: 2.538468925353181 Movie Vector: [1.565082647160813, -0.4392693487173967] User Vector: [2.4976198431635797, -0.4938362072262639] Predicted: 4.125908584861181 Movie Vector: [1.0644118632484174, -0.36072433287454275] User Vector: [1.7984608638573487, -0.19576363754544632] Predicted: 1.9849197866324337 Movie Vector: [2.0114574434115355, -0.21638708164488243] User Vector: [1.7900559905721345, -0.6792567499782156] Predicted: 3.7476038321751033 Movie Vector: [1.7860433327092506, -0.47074359056661985] User Vector: [1.5734613802618536, -1.2695229882603638] Predicted: 3.407890017292727 Movie Vector: [1.4127612395670988, 0.3409680092493956] User Vector: [1.6938963939804086, -0.707116427393148] Predicted: 2.1519670887022144 Movie Vector: [1.3468512209261003, 0.127826745866583] User Vector: [2.2107771714815145, -0.4830857117919902] Predicted: 2.9158366580924167 Movie Vector: [1.3280360942121026, -0.9882903002432525] User Vector: [1.9232336901778635, -0.15781324389544618] Predicted: 2.710089056352731 Movie Vector: [2.153954583497, -0.3977703449153639] User Vector: [1.5989200377708275, -0.06479944029593049] Predicted: 3.4697764397185056 Movie Vector: [1.429796148904281, 0.24655611035577069] User Vector: [2.203369009717038, -0.7486853996223664] Predicted: 2.965775564697414 Movie Vector: [1.5815947484740718, -0.3167867725281449] User Vector: [2.124651235063418, -0.1192997482207044] Predicted: 3.3981298179175097 Movie Vector: [1.9869194394411804, -1.0260976760012592] User Vector: [1.9572640916128659, 0.015201721104150488] Predicted: 3.8733276210495986 Movie Vector: [1.2851931310314773, -0.2628593340232645] User Vector: [2.4691961438444108, 0.724632164178967] Predicted: 2.9829175951503277 Movie Vector: [1.6834920657787686, -0.3806792397026673] User Vector: [1.5040358210135725, -0.2986573109666895] Predicted: 2.645725009393848 Movie Vector: [1.8678499722445303, -0.37429105019962566] User Vector: [2.217645369970123, 0.4333425884908701] Predicted: 3.9800325902044333 Movie Vector: [1.1647715025668588, -1.8631537590751197] User Vector: [1.7634165169459963, -0.3828589282876563] Predicted: 2.767302357529023 Movie Vector: [1.0345746990108249, -0.43357724307960843] User Vector: [1.8268507974152728, -0.7750124775596829] Predicted: 2.2260413872462155 Movie Vector: [2.2181416472332125, -0.004916089171197433] User Vector: [1.5510630927687732, -0.6850248672222182] Predicted: 3.4438452868885197 Movie Vector: [1.366840113150815, -0.3591439719387145] User Vector: [1.8779165159430242, -0.16306181491167146] Predicted: 2.625374291018261 Movie Vector: [2.1099687597000445, -0.19621415061190164] User Vector: [2.4475095599319117, -0.15787129312692652] Predicted: 5.195145292210439 Movie Vector: [1.5404847660320387, 0.07446607430117637] User Vector: [1.7394678293373642, -1.4209496903603887] Predicted: 2.5738111468764173 Movie Vector: [2.1026532002871736, -0.303098265279732] User Vector: [1.741816500149096, -0.5094632595965153] Predicted: 3.8168534685589623 Movie Vector: [2.198593980303019, -0.5183703280402678] User Vector: [2.0039958892805556, -0.2807041684751779] Predicted: 4.551482010618974 Movie Vector: [2.0269939041066505, -0.42661248488124065] User Vector: [1.7841205972164305, -0.20399734426261776] Predicted: 3.7034293886938703 Movie Vector: [1.8858802194403574, -0.35148707095511433] User Vector: [2.2464176222043735, -0.6706096135111008] Predicted: 4.472185167124828 Movie Vector: [1.7956928676511112, -0.703985434516044] User Vector: [1.7297540153745352, -0.5596514872432656] Predicted: 3.500093443623424 Movie Vector: [-0.3874450366044728, 0.30314982116771483] User Vector: [1.0508055942051842, -0.5134010411762654] Predicted: -0.5627668457309158 Movie Vector: [2.221629984290754, 0.0221389039733906] User Vector: [1.6279681906120163, -0.21967903368095126] Predicted: 3.611879492703591 Movie Vector: [1.7937971808499755, 0.9670001562685058] User Vector: [1.6318334254892144, 0.1333511958290861] Predicted: 3.0561288254646297 Movie Vector: [1.711655991843674, -0.7181188951057917] User Vector: [1.7182670090814107, -0.6184154628844862] Predicted: 3.385177850604449 Movie Vector: [1.7203925534624989, -0.4665695378262547] User Vector: [2.1493669584850443, -0.09889509608898828] Predicted: 3.7438963493115325 Movie Vector: [1.782685181356037, -0.43740769604920327] User Vector: [1.5770811848125186, 0.005937513953260904] Predicted: 2.8088421436621425 Movie Vector: [1.6170156688696213, -0.6921086161942916] User Vector: [1.6265044807369697, -0.31246425481339346] Predicted: 2.8463424338474055 Movie Vector: [1.5252224681193534, -0.5130390628467729] User Vector: [1.809209427477367, -0.22553749824497904] Predicted: 2.8751564150582416 Movie Vector: [2.257690051557504, -0.20581038413400596] User Vector: [1.7984949798869014, -0.5044192842382309] Predicted: 4.16425895052044 Movie Vector: [1.5397156684603779, -0.8157297167242992] User Vector: [1.6647284187574618, -0.9723316753541583] Predicted: 3.3563682721908443 Movie Vector: [2.050627029435551, -0.2587530601647745] User Vector: [2.0761337764013272, -0.23394442082681724] Predicted: 4.3179098734100805 Movie Vector: [2.0082713430658794, 0.02675793473469279] User Vector: [1.7862180742236269, -0.6798411403773013] Predicted: 3.5690194260654566 Movie Vector: [1.8319795694235186, -0.6727458344494025] User Vector: [1.8865656717786399, -0.15698253705991272] Predicted: 3.561759114962579 Movie Vector: [1.550762166983118, -0.3150555146406567] User Vector: [2.282237180485656, -0.7940411478201108] Predicted: 3.7893741180517 Movie Vector: [1.343455214375218, 0.37095508702755037] User Vector: [1.4600318007847635, 0.12252716749851421] Predicted: 2.006939412000581 Movie Vector: [1.4549158964402584, -1.023075712664678] User Vector: [1.3930644302153545, -0.23058487761024324] Predicted: 2.2626973722766075 Movie Vector: [2.0064908450874492, -0.4033937704714003] User Vector: [1.9150908154432724, -0.2061421023891309] Predicted: 3.925768628633637 Movie Vector: [2.23135626844773, -0.5229594147246257] User Vector: [1.91584016910425, -0.49726140771419997] Predicted: 4.534969505418089 Movie Vector: [2.094436705310318, 0.32632343552025644] User Vector: [1.954605525898907, -0.5190043629528507] Predicted: 3.9244342710762723 Movie Vector: [1.9449451308862975, -0.39322510814869577] User Vector: [0.9490386712402906, -1.1045811729448707] Predicted: 2.280177193841865 Movie Vector: [1.8447545273327672, -0.2242041739799334] User Vector: [1.75290903013029, -0.08819797884095354] Predicted: 3.2534612243280785 Movie Vector: [2.218131604699986, -0.3239681218412698] User Vector: [1.5446421387331855, -0.1392710066185343] Predicted: 3.4713389123166087 Movie Vector: [1.6660877720678051, -1.1149290980518924] User Vector: [2.0322278398398903, -0.3280925638039234] Predicted: 3.7516699002524527 Movie Vector: [1.3089695483937172, -1.1183574151289521] User Vector: [1.6405487614774745, -0.07248700804413064] Predicted: 2.228494754375707 Movie Vector: [2.0427730909200914, -0.17823146586371544] User Vector: [1.7751279669185949, -0.3472024911617568] Predicted: 3.6880660527122893 Movie Vector: [2.397044566015667, 0.0765345315869189] User Vector: [2.0867360784849294, -0.028694248394229026] Predicted: 4.999803276781051 Movie Vector: [1.9989101230222182, -0.4627053416623081] User Vector: [1.6979146861728416, -0.4541405411070843] Predicted: 3.6041121084546446 Movie Vector: [1.2935035806202173, -0.5042069724127743] User Vector: [2.3563561992556714, -0.32011090898493616] Predicted: 3.209357333209453 Movie Vector: [1.3232299800008793, -0.43210605431279797] User Vector: [1.9450168671174022, -0.5790760999945944] Predicted: 2.8239269188926404 Movie Vector: [2.285768622371232, -0.10917395214594001] User Vector: [2.0867012953167707, -0.37737229408507333] Predicted: 4.810915569872128 Movie Vector: [1.9209959286148677, 0.05997642865745563] User Vector: [1.888860469134348, -0.13223357697714777] Predicted: 3.620562373232961 Movie Vector: [2.0234112249063108, -0.46925864128211536] User Vector: [1.8862987262637332, 0.05710340340035065] Predicted: 3.789961750756281 Movie Vector: [1.9948862113034114, 0.5657990190437828] User Vector: [2.332509147145069, -0.8395507399259204] Predicted: 4.17807335029121 Movie Vector: [2.0215798200149333, -0.19689920082850054] User Vector: [1.7090476647170763, -0.5875830185514412] Predicted: 3.570670897208866 Movie Vector: [2.3197660996948963, -0.37452708549315866] User Vector: [1.9761302104687481, -0.1819723053898058] Predicted: 4.652313428006457 Movie Vector: [1.9998144363661998, 0.19883321783092453] User Vector: [2.3270736728634978, -0.07352220433977606] Predicted: 4.639096869009238 Movie Vector: [1.563249715450891, -0.2683855081880169] User Vector: [1.9545984979942985, 0.002758831580890151] Predicted: 3.0547851153944836 Movie Vector: [2.300150433707399, -0.11177485010350038] User Vector: [1.7938230762774554, -0.435985174916682] Predicted: 4.174795104467591 Movie Vector: [2.0117463235929662, -0.27969240419691527] User Vector: [2.041666293621117, -0.5700921051559792] Predicted: 4.266765091700716 Movie Vector: [2.04539857346675, -0.30503707658603485] User Vector: [1.759963403744829, -0.38052842427270295] Predicted: 3.715901913471395 Movie Vector: [1.9721312980307046, -0.7624495348803129] User Vector: [1.9535091769135446, -0.581849297801079] Predicted: 4.296207315260272 Movie Vector: [1.6487242005239393, -0.5606985459295655] User Vector: [2.133768467101862, -0.17958820105690732] Predicted: 3.618690553224423 Movie Vector: [1.9365035135398967, -0.1848284404642136] User Vector: [1.6048892977087255, -0.20735117142821483] Predicted: 3.146198157499029 Movie Vector: [0.9917355206122325, -0.3173564783071957] User Vector: [2.237617586659286, -0.7849761542348133] Predicted: 2.4682421100997205 Movie Vector: [2.1843021760915398, -0.08246779182590676] User Vector: [1.7980178422912436, -0.4903952736863582] Predicted: 3.967856100910953 Movie Vector: [2.089821404746631, 0.12910496411020442] User Vector: [1.8422833432477645, -0.39006387526979525] Predicted: 3.799683981709969 Movie Vector: [1.8200024195587132, -0.4981429547687131] User Vector: [2.212102535812825, -0.033254761403155066] Predicted: 4.0425975925968025 Movie Vector: [1.662771307456696, -0.8391558579633536] User Vector: [2.0548624439213126, -0.22290817617419992] Predicted: 3.60382101434721 Movie Vector: [1.7641622091440112, -0.6937838799768357] User Vector: [1.714507010462992, -0.5235167318401446] Predicted: 3.3878759446201347 Movie Vector: [1.8722958841543182, -0.019935829991907423] User Vector: [1.233398541713621, -0.26269477994774487] Predicted: 2.314524051645151 Movie Vector: [1.7808628937921296, -0.11630864094195652] User Vector: [1.9557615876403827, -0.6610732291833343] Predicted: 3.5598317693821655 Movie Vector: [2.1159360366772884, -0.5109018184526851] User Vector: [1.3223505443148886, -0.4144471330875155] Predicted: 3.009750963782614 Movie Vector: [2.0317481284030676, -0.1035703611668731] User Vector: [1.6167225954246915, -0.26713572287732446] Predicted: 3.3124404507000453 Movie Vector: [2.231468897471416, -0.3213378261067732] User Vector: [1.8597351394230854, -0.307136049931271] Predicted: 4.248635551761218 Movie Vector: [2.093173213540032, -0.24739504381578012] User Vector: [1.5928975186718148, -0.5230456262127671] Predicted: 3.4636093136127855 Movie Vector: [1.8120166711575756, -0.3227149322950138] User Vector: [2.039939560563122, -0.28917873578530373] Predicted: 3.7897267880343484 Movie Vector: [1.7100341070541702, -0.45950227007528355] User Vector: [2.280373873259238, -0.6660843081790565] Predicted: 4.205584351778322 Movie Vector: [1.7665662392501085, 0.005034454624847213] User Vector: [1.7581748179648111, -0.2925110766891669] Predicted: 3.1044596423734836 Movie Vector: [2.2557843869178265, -0.193701812505467] User Vector: [1.8458175738032596, -0.549316944947626] Predicted: 4.270170151960256 Movie Vector: [2.027403332520286, -0.6778327078508948] User Vector: [2.2929887345801796, -0.8026949836392029] Predicted: 5.19290591625782 Movie Vector: [1.6480920610761787, -0.3736498391624868] User Vector: [1.6321317560789759, -0.5356777355476534] Predicted: 2.890059289554388 Movie Vector: [2.011626781692541, -0.6323222296333556] User Vector: [1.7542830701985526, 0.0877197638467953] Predicted: 3.4734956500227074 Movie Vector: [1.582421791126323, -0.48749120198007895] User Vector: [1.519807829716333, -1.08161918781222] Predicted: 2.9322568660188253 Movie Vector: [1.7978455282963264, 0.0329378633333097] User Vector: [2.1544841261115097, -0.2261295197328535] Predicted: 3.865981428698409 Movie Vector: [2.0884941191020583, -0.7810602947969194] User Vector: [2.0927174383072624, -0.3159941620486843] Predicted: 4.617438556210893 Movie Vector: [1.754938002863257, 0.9905428701940722] User Vector: [1.8728133605576784, -0.355725518500993] Predicted: 2.934309962615469 Movie Vector: [2.127659696769244, -0.19483468634491447] User Vector: [1.659600883172737, -0.33523696637228984] Predicted: 3.596381701043641 Movie Vector: [1.1464503561677595, -0.20813117033995535] User Vector: [1.8627152915360263, -0.2450467040021487] Predicted: 2.186512466712525 Movie Vector: [1.811640784344877, -0.747987062646323] User Vector: [1.9028807795385636, -0.21208294017848217] Predicted: 3.605971723419533 Movie Vector: [1.8743119020144932, -0.025200599454602172] User Vector: [1.7554919397332778, -0.341507149466608] Predicted: 3.298945621417183 Movie Vector: [2.1930482992515685, 0.006166353219074236] User Vector: [1.7950505854092518, -0.4469978027625897] Predicted: 3.933876287062308 Movie Vector: [1.8511584252069482, -0.4371499028266951] User Vector: [1.9042418731172785, -0.7911463806294197] Predicted: 3.8709029504667525 Movie Vector: [1.835336612657131, 0.18102554608419782] User Vector: [2.2287980295364527, -0.22476803391204717] Predicted: 4.049905869745122 Movie Vector: [2.117403436214757, -0.17976526024925302] User Vector: [2.1314484478328213, -0.06231058590794949] Predicted: 4.524337546247852 Movie Vector: [1.9540919420161231, -0.4109931847991897] User Vector: [1.5832974681628877, -0.520775062239341] Predicted: 3.307943825745371 Movie Vector: [1.6252588608159213, 0.0985168529359257] User Vector: [1.87236920158809, -0.16670455097681028] Predicted: 3.0266614278675434 Movie Vector: [1.567816205244635, 0.17979404810512212] User Vector: [1.8785587992129609, 0.1129575628573302] Predicted: 2.9655440254011904 Movie Vector: [1.9964265443689069, -0.3895032390220501] User Vector: [1.4851965149199347, -0.2953708205290346] Predicted: 3.0801336372990082 Movie Vector: [1.6384232023069745, -1.4095023946570087] User Vector: [2.073499349175993, 1.0387486085910627] Predicted: 1.933150792402619
avg loss: 1.0277209163558438: 96%|███████████████████████████████████████████▏ | 67113/70000 [01:46<00:03, 737.10it/s]
Movie Vector: [1.9063243252820166, -0.45864628925938433] User Vector: [2.186444894815368, -0.350329959568386] Predicted: 4.328750624847647 Movie Vector: [1.829325907377053, 0.02371523856732649] User Vector: [1.40070605401439, -0.21357120219370554] Predicted: 2.5572829812172713 Movie Vector: [1.612183914565287, -0.6109921753356446] User Vector: [2.1203639901846865, -0.7105220027797267] Predicted: 3.852540102101444 Movie Vector: [1.5267324716615867, -0.3592549061168459] User Vector: [1.474060579059853, -0.16092294370802707] Predicted: 2.308308508280833 Movie Vector: [2.0287861504077536, -0.005065865548711256] User Vector: [1.686047393997717, 0.2710741459392118] Predicted: 3.4192563766965933 Movie Vector: [1.28727841831782, 0.30241993406071493] User Vector: [2.2254594256875144, -0.22509733186248573] Predicted: 2.796711969270412 Movie Vector: [1.4139598967134532, -0.22776874803513694] User Vector: [2.041326647069761, -0.37775255596191365] Predicted: 2.972394241787697 Movie Vector: [1.2382811846621893, -0.6110249166174301] User Vector: [1.8143299330011473, -0.016897735125418933] Predicted: 2.256975556000764 Movie Vector: [1.9320034952615868, -0.30738705019193757] User Vector: [2.01361057593462, -0.27082990673583257] Predicted: 3.9735522769366676 Movie Vector: [1.6269644801433485, -0.4213616702773658] User Vector: [1.7350683728259686, -0.34123254942351366] Predicted: 2.9666769301860634 Movie Vector: [2.102409940229576, 0.08922658227345837] User Vector: [1.5562404653208342, -0.6377682813562185] Predicted: 3.21494953965019 Movie Vector: [1.929098712590121, -0.3643888291594747] User Vector: [1.5575259066183833, -0.5188650063494955] Predicted: 3.1936898334387998 Movie Vector: [2.067339309414091, -0.5366396831574204] User Vector: [1.5429638060135813, -0.2613800763015274] Predicted: 3.3300966505051686 Movie Vector: [1.8997488985283644, -0.21099132759817993] User Vector: [1.8225776767832216, 0.20535756648068698] Predicted: 3.4191112683672187 Movie Vector: [1.3614112336817628, -0.5134322247559606] User Vector: [1.9844274316738404, -1.0164903508357843] Predicted: 3.2235207001795985 Movie Vector: [2.011573171138468, 0.11024135890381324] User Vector: [2.01183802650355, -0.6113606182556922] Predicted: 3.979562173453921 Movie Vector: [1.4514782964994093, 1.5713171413530105] User Vector: [1.0287356201102524, -0.49613276292268504] Predicted: 0.7136055106586482 Movie Vector: [1.7907652400234717, -0.22936740309592243] User Vector: [1.854239850809474, -0.17544726320793855] Predicted: 3.3607501546382057 Movie Vector: [1.6354625348264569, 0.6599724307855003] User Vector: [1.4553260872134126, -0.5905503474748253] Predicted: 1.990384343268935 Movie Vector: [2.0818824489372645, -0.540426965524699] User Vector: [1.8456158493632284, -0.12129912584612212] Predicted: 3.9079085627715657 Movie Vector: [1.6792758365875189, -0.5993555132257223] User Vector: [2.3014115792105345, 0.013716000819301756] Predicted: 3.8564840943005163 Movie Vector: [1.9528445351914043, -0.29847415314114356] User Vector: [1.8344408016654026, -0.19785023971014912] Predicted: 3.6414308774106794 Movie Vector: [1.6788474716594286, -0.5806175823706613] User Vector: [1.928034713225718, -0.2813302611126979] Predicted: 3.40022149962557 Movie Vector: [2.0427131694598017, -0.06485034447502468] User Vector: [1.6790984363057198, -0.17037984841281012] Predicted: 3.440965680522227 Movie Vector: [1.3423409584738797, -0.16817420350707193] User Vector: [2.2826997901056285, -0.6773718207775296] Predicted: 3.1780778905959095 Movie Vector: [1.4881014283386307, -0.2684915767580827] User Vector: [1.6640946432139954, -1.1576106421512273] Predicted: 2.7871503220405303 Movie Vector: [1.725545396914093, -0.958907059303926] User Vector: [2.3439868203575362, -0.70645833887846] Predicted: 4.722083556549928 Movie Vector: [1.6755431396487654, -0.3942899422887369] User Vector: [1.803127610947512, -0.6565917139224667] Predicted: 3.280105607424124 Movie Vector: [2.063623654945778, -0.3089775912141797] User Vector: [1.650263549583956, -0.44882829101684896] Predicted: 3.544200782043399 Movie Vector: [1.4609869853226227, -0.781604227070985] User Vector: [1.8870101438578117, -0.5650954811533693] Predicted: 3.1985782781162184 Movie Vector: [2.1141666619791257, -0.25177161106794066] User Vector: [2.0182660513355857, -0.20443896331196196] Predicted: 4.318422727896058 Movie Vector: [1.9956286889731338, 0.12665606919138495] User Vector: [1.7086314773690547, 0.4729518359760625] Predicted: 3.4696962155818123 Movie Vector: [2.0112803641872503, -0.6721886217692111] User Vector: [1.0438877169123109, -0.4797296589355742] Predicted: 2.4220196857037073 Movie Vector: [2.152075557422535, -0.19976665471138705] User Vector: [1.8993623573196734, -0.39659111924272406] Predicted: 4.1667969850554805 Movie Vector: [2.004438031770226, -0.4624685860297191] User Vector: [1.8351105522662041, -0.5865628821503986] Predicted: 3.9496322901908543 Movie Vector: [1.9234620586911153, 0.5719066291644994] User Vector: [1.8238428530796413, -0.19230231332472544] Predicted: 3.3981135611195654 Movie Vector: [1.9695521457513858, -0.3991897844707287] User Vector: [1.651205763053331, -0.6502986170228] Predicted: 3.511728418469687 Movie Vector: [2.0285750423150226, 0.3438116140774968] User Vector: [1.7736560443375122, 0.254137138491716] Predicted: 3.6853696849761377 Movie Vector: [1.2499874054819262, -0.5796159036304799] User Vector: [1.4593800500119845, -1.0475135247336365] Predicted: 2.4313621805301997 Movie Vector: [2.0366384474394716, -0.6513335530517207] User Vector: [1.8723295285661963, -0.48706388819128515] Predicted: 4.130499357012952 Movie Vector: [1.6162743799722001, -1.6603242316168068] User Vector: [2.2426459467571602, -0.23476860904880606] Predicted: 4.014523197518803 Movie Vector: [1.6255311375099342, 0.708017013912458] User Vector: [1.802942207575273, 0.27078226036575864] Predicted: 3.1224571449491356 Movie Vector: [2.003347788397422, -0.189336796222952] User Vector: [2.101699397998011, -0.11470259184132399] Predicted: 4.232152262113213 Movie Vector: [1.792438328581836, -0.5423292497490767] User Vector: [1.7267591864178475, -0.46081743177226586] Predicted: 3.3450241220104866 Movie Vector: [1.3608485688956615, -1.08781494461779] User Vector: [1.964737552984962, -0.29402367992940914] Predicted: 2.9935536403338787 Movie Vector: [1.7527652284369695, -0.29929625218922284] User Vector: [1.9245217994617643, -0.3916611744922201] Predicted: 3.4904576131190774 Movie Vector: [2.0421831032671705, 0.15449485498450355] User Vector: [1.5176806494037516, -0.2658859112864901] Predicted: 3.058303773061259 Movie Vector: [1.8442868046638896, -0.035464616955561176] User Vector: [1.9262315823138025, -0.828289068912958] Predicted: 3.581898444545667 Movie Vector: [2.1405980250509513, -0.29943742097278336] User Vector: [1.7652637383631133, -0.7696695054436292] Predicted: 4.009187923745578 Movie Vector: [1.2121199943789067, -1.564567204288171] User Vector: [2.372426568002256, -0.6931691447715245] Predicted: 3.96017538920527 Movie Vector: [1.9851845007914803, -0.44551442981461525] User Vector: [1.8944963652210411, 0.013077427060616053] Predicted: 3.755098638582254 Movie Vector: [1.6410364937143835, -0.4161397181916869] User Vector: [1.6762931059883202, -1.3664899070669958] Predicted: 3.3195088859273105 Movie Vector: [1.6546325661452905, -0.3757964813877302] User Vector: [1.885134410759105, -0.22151727431939253] Predicted: 3.2024501998589567 Movie Vector: [2.011532407184764, -0.09186191393309542] User Vector: [1.9084710862295249, -0.4133953216699323] Predicted: 3.8769267235853855 Movie Vector: [2.0819072859568717, -0.4586287053740303] User Vector: [2.1498963923533134, 0.11220809202927856] Predicted: 4.424423111312878 Movie Vector: [1.7490060994490622, -0.04254250623738864] User Vector: [2.1039351016742516, 0.6595088953521769] Predicted: 3.6517381643791156 Movie Vector: [1.7744247556943908, -0.13278195468680873] User Vector: [1.4256830678941625, -0.12189649796718069] Predicted: 2.5459529847152877 Movie Vector: [2.0763033678130753, -0.42951247334919773] User Vector: [1.9216548978151071, -0.6248900600810772] Predicted: 4.25833661138475 Movie Vector: [1.8719060979442297, -0.21412849417538532] User Vector: [1.9324624117426503, -0.6941690749892158] Predicted: 3.7660295513196407 Movie Vector: [2.048324785188897, -0.2060943143951969] User Vector: [1.7887829928011971, -0.19087186760246455] Predicted: 3.7033461461699253 Movie Vector: [2.2686874369078147, 0.164037433060774] User Vector: [1.4849648410196186, -0.3373915655178258] Predicted: 3.3135762327271188 Movie Vector: [1.7290511091008103, -0.6159482915795997] User Vector: [1.865936126519233, -0.3827762082412368] Predicted: 3.462069280592856 Movie Vector: [1.8970938886400963, -0.3742985967923874] User Vector: [2.1747029151975794, -0.47013016193299306] Predicted: 4.301584669950427 Movie Vector: [2.2162018037023796, -0.05463085015832594] User Vector: [2.178313761923084, 0.2213306710610683] Predicted: 4.815491405477475 Movie Vector: [1.8798343253526473, -0.7349590427052307] User Vector: [1.8213426141438926, -0.08548539605050604] Predicted: 3.4866506291417685 Movie Vector: [2.3614326818041396, -0.15532027146573824] User Vector: [1.1963674179714594, -0.8385508281720673] Predicted: 2.9553850625129425 Movie Vector: [1.9306557248966218, -0.4382508860717064] User Vector: [1.9937279581470706, -0.20151677398521117] Predicted: 3.937517201040425 Movie Vector: [1.875219023256804, -0.23898760724439327] User Vector: [1.69702139669564, -0.5468189549106891] Predicted: 3.3129697595874807 Movie Vector: [1.3012679202678796, -0.6763790093428839] User Vector: [1.730839988465562, -0.33074992548137] Predicted: 2.475998859044384 Movie Vector: [1.546293419688945, -0.5889126424816614] User Vector: [1.5133406579753732, -0.2662142395080333] Predicted: 2.49684563242998 Movie Vector: [1.6857228559714055, 0.3929206813681719] User Vector: [1.8660412268953936, -0.17975539064634785] Predicted: 3.0749987357901234 Movie Vector: [1.415601759354711, -0.3253870331863888] User Vector: [1.8268768070852852, -0.08049771054430724] Predicted: 2.6123229334465554 Movie Vector: [1.7699176832053536, -0.4126435577597952] User Vector: [1.882185830723347, -0.2299824247450958] Predicted: 3.4262147508448506 Movie Vector: [1.467509680043801, -0.5058445403986714] User Vector: [2.16542678523927, -0.10325051249160414] Predicted: 3.230013476802001 Movie Vector: [1.8318299191881826, -0.6253290254477804] User Vector: [1.8428402835462774, -0.3915070926680237] Predicted: 3.620590716399294 Movie Vector: [2.1142810291445846, -0.30649928461283615] User Vector: [1.9554523440085159, -0.5526254630811931] Predicted: 4.303755103426738 Movie Vector: [1.6586905548121478, -0.527010935473489] User Vector: [2.0427494157766253, -0.37798174368347437] Predicted: 3.5874896741272497 Movie Vector: [1.169426576904382, -1.4791464664108314] User Vector: [1.5667104000952832, 0.05064286435993032] Predicted: 1.7572445663170078 Movie Vector: [2.0621702563301825, -0.19254709810380982] User Vector: [1.5989478581491632, 0.2377463207002123] Predicted: 3.2515253503623724 Movie Vector: [2.1193836831167996, -0.09864644324692996] User Vector: [1.8805278513712318, 0.11318336984751272] Predicted: 3.974394906972724 Movie Vector: [1.9387530288471917, -0.3870600889618631] User Vector: [1.69402238804027, 0.05564211634888768] Predicted: 3.2627541932439996 Movie Vector: [1.93632013654328, -0.4051477177992557] User Vector: [1.9624319855962082, -0.6650085685537066] Predicted: 4.069323274173034 Movie Vector: [1.3741255758629585, -0.23161453085037617] User Vector: [1.9609981789644686, 0.26600111286021516] Predicted: 2.6330480289749665 Movie Vector: [1.4567712765274181, 0.7154775361813701] User Vector: [1.9437056119927782, -0.5451417183664865] Predicted: 2.441497852049694 Movie Vector: [1.8114025351337453, -0.04851163557192601] User Vector: [1.8922128007295433, 0.5723564520457467] Predicted: 3.399793116635135 Movie Vector: [2.02267498607584, -0.2230931963276246] User Vector: [1.9955382815789304, -0.17169431757830214] Predicted: 4.074629200006302 Movie Vector: [1.9263182457562542, -0.0036749956547262636] User Vector: [2.023263519927413, -0.4729815460718963] Predicted: 3.8991876395357785 Movie Vector: [1.8883865680493206, -0.22004852274552544] User Vector: [1.7042172503298199, -0.45399702903283984] Predicted: 3.318122340130312 Movie Vector: [2.0764947368916467, -0.3168674529374676] User Vector: [1.6832131665675005, -0.2888329855551333] Predicted: 3.5867050539013166 Movie Vector: [1.9591766009820817, -0.04171212088164029] User Vector: [1.8472220862871238, -0.45714799682801] Predicted: 3.6381029007755266 Movie Vector: [1.3637601289601704, -0.2713386459767605] User Vector: [1.750808416062246, 0.3400887230372411] Predicted: 2.29540349765271 Movie Vector: [0.7348133214541448, -1.2213438957456897] User Vector: [1.7744736700694697, 0.1638271302679531] Predicted: 1.103817625826375 Movie Vector: [2.061613969629761, 0.13383535326675175] User Vector: [2.0232123529045998, -0.204221207760851] Predicted: 4.143750832790385 Movie Vector: [1.6990253199475833, -0.05820970464651742] User Vector: [1.9452522192232837, -0.095279533888917] Predicted: 3.3105789676711175 Movie Vector: [1.540104444909112, -0.5631946979943062] User Vector: [1.5123300253622771, -0.49032139403966707] Predicted: 2.6052926036662702 Movie Vector: [2.251946565276878, -0.10091726878194084] User Vector: [1.4081942636539633, -0.20392562655524216] Predicted: 3.191757852544746 Movie Vector: [1.2595138681998974, -1.0502000359978303] User Vector: [1.8777929496770498, -0.5296891395966536] Predicted: 2.9213858151983016 Movie Vector: [2.390239414596642, -0.5635636647893322] User Vector: [2.1005562893124003, -0.47312900384127443] Predicted: 5.287470750616282 Movie Vector: [1.9113038477358069, -0.07569946493616478] User Vector: [1.986579754166728, -0.2975453262329948] Predicted: 3.819481549963015 Movie Vector: [1.910051869041087, -0.8913238234460681] User Vector: [1.9736920554736996, -0.25229835224094993] Predicted: 3.994733731437631 Movie Vector: [1.9483558106204166, -1.9854941589719264] User Vector: [1.8778583190381588, -0.16601379199438157] Predicted: 3.9883555817335097 Movie Vector: [1.3385422389606505, -2.101458682718803] User Vector: [1.5446048349750932, -0.08766055248019206] Predicted: 2.2517338432584344 Movie Vector: [1.4259106639605315, -0.6385679891784475] User Vector: [2.3936335821973382, -0.3346416120104951] Predicted: 3.626799071746208 Movie Vector: [1.2528518621426474, -1.1572913081827734] User Vector: [1.682214371042847, -0.1038642360450922] Predicted: 2.2277665848901824 Movie Vector: [1.5452611819267554, -0.10896250565385185] User Vector: [2.215643760027404, -0.21193090173518916] Predicted: 3.4468408174271334 Movie Vector: [1.9487173073298951, -0.2442747067396479] User Vector: [1.659397573317456, -0.21936583477268176] Predicted: 3.28728229582275 Movie Vector: [2.0414504864712786, 0.45003507621363326] User Vector: [1.7326584416822444, 0.08576462568723314] Predicted: 3.5757335085183732 Movie Vector: [1.5772466635588123, -0.4941044626819024] User Vector: [1.985084534672778, -0.10825357251102762] Predicted: 3.1844565324737943 Movie Vector: [2.112166607363714, -0.5020217586432669] User Vector: [2.07705117453725, -0.07226427277397704] Predicted: 4.4233563699482294 Movie Vector: [2.1211767563466184, -0.46212182942916347] User Vector: [2.147127567201006, 0.5856013922116674] Predicted: 4.283817901772715 Movie Vector: [1.5395208616768354, -0.38693810096894626] User Vector: [1.677358773496437, -0.10393674646081852] Predicted: 2.6225459116108745 Movie Vector: [2.1530181545020497, -0.47919996294931266] User Vector: [1.9960192954718239, -0.4172162149876745] Predicted: 4.4973957746511735 Movie Vector: [2.3550519425525476, -0.1199473920509508] User Vector: [1.5828478432409332, -0.23404454461250906] Predicted: 3.7557619207396926 Movie Vector: [2.1939980777791246, -0.5132629970478777] User Vector: [1.9202623793449731, -0.5566556098093225] Predicted: 4.498762695728686 Movie Vector: [1.9328326351577645, -0.15398824092322916] User Vector: [2.2180058573604446, 0.5825009693511297] Predicted: 4.197335806470889 Movie Vector: [1.3357128333551183, -0.4358224858560833] User Vector: [1.7611773839058575, -0.022898060287737193] Predicted: 2.362406723053732 Movie Vector: [1.90252946474837, -0.2735397049004461] User Vector: [1.9217161383712504, -0.6311715356635401] Predicted: 3.8287720517407258 Movie Vector: [2.0658096142119704, -0.677857350420566] User Vector: [1.919179088588103, -0.16735059706132258] Predicted: 4.078098444915158 Movie Vector: [1.3354226942543612, -1.305675948462122] User Vector: [1.7558431980262126, 0.12755571389292078] Predicted: 2.178246426477456 Movie Vector: [1.6427215220894122, -0.8625441399679696] User Vector: [2.1000941182881587, -0.1535177612973257] Predicted: 3.582285651913356 Movie Vector: [1.3859657158261414, -0.7593301654435398] User Vector: [2.3614666890354035, -0.7161721195189973] Predicted: 3.8167229640689517 Movie Vector: [2.296074499733593, -0.31289511853589436] User Vector: [1.6424242763502563, -0.09515642505008745] Predicted: 3.8009024795667226 Movie Vector: [2.227812352903889, -0.3209591050415353] User Vector: [2.048323910813499, -0.3888275884882013] Predicted: 4.688079066075349 Movie Vector: [1.7143746554566923, -0.5675333526760272] User Vector: [1.8031252152997708, -0.3683226723037021] Predicted: 3.3002675708039324 Movie Vector: [1.6912466074205161, -1.0443414141552079] User Vector: [1.7566256774620994, -0.634508699309639] Predicted: 3.6335309298463514 Movie Vector: [2.071322053242121, -0.6997814160377429] User Vector: [1.162832514409, -0.926686499523759] Predicted: 3.057078622182143 Movie Vector: [1.9110326246860847, -0.11165316516907435] User Vector: [1.9128693463376996, -0.7189961449453983] Predicted: 3.7358339229408055 Movie Vector: [1.7586459682310014, -1.1442936834125663] User Vector: [2.0948212331798386, -0.3842677935372785] Predicted: 4.12376412478001 Movie Vector: [1.8336509629403699, -0.6374057974750361] User Vector: [1.2184225606158778, -0.7406861308988644] Predicted: 2.706279335485865 Movie Vector: [1.4406994698553024, 0.15597944483523613] User Vector: [1.6909027721995906, -0.3381033522608842] Predicted: 2.383345554302226 Movie Vector: [2.067266366028932, -0.4956479165616585] User Vector: [1.8160846479086832, -0.7654310985876351] Predicted: 4.133715039769579 Movie Vector: [1.408725340533533, -0.2626043028899949] User Vector: [2.0093681978035534, 1.1149633638070238] Predicted: 2.5378537218076347 Movie Vector: [1.5411548751392186, 0.177287805461158] User Vector: [1.8398574465700335, 0.025339474582539396] Predicted: 2.839997653182879 Movie Vector: [2.1458441212744734, -0.12814558418632668] User Vector: [1.925900161243174, -0.38556568324689333] Predicted: 4.182090078887098 Movie Vector: [1.9387720800930799, -0.5640435167940465] User Vector: [1.76935288012992, -0.5418863780938985] Predicted: 3.736019462231038 Movie Vector: [1.5431312567903395, -1.0376774264321613] User Vector: [1.8967094025204667, -0.25121813049767383] Predicted: 3.187554947205387 Movie Vector: [0.9317686415280048, 0.6671567047623722] User Vector: [1.7375659735630553, -0.6965768335834992] Predicted: 1.1542835818447585 Movie Vector: [1.193541904114966, -0.7004311603234934] User Vector: [2.228888093730346, -0.6089837205886669] Predicted: 3.086822513480132 Movie Vector: [1.6658864658637385, -0.3611240007113103] User Vector: [2.351599774064848, -0.8103088122262287] Predicted: 4.2101201968256206 Movie Vector: [2.170791958528365, -0.1869946871210117] User Vector: [1.9367142720501795, -0.4101864125292114] Predicted: 4.280906447605836 Movie Vector: [1.7031999807659783, -0.9323107090663074] User Vector: [1.753736991148137, -0.5803802108965641] Predicted: 3.528059495541121 Movie Vector: [1.6929460122774604, -0.45451093425929523] User Vector: [2.035462424462988, -0.42599512189640065] Predicted: 3.6395474354782626 Movie Vector: [1.6880584303375061, -0.26107289164434344] User Vector: [1.845408504600198, -0.13359021371546084] Predicted: 3.150034166996976 Movie Vector: [1.9281181429125234, 0.4737521592284769] User Vector: [2.1761300808035884, -0.6640203128266533] Predicted: 3.881254833161899 Movie Vector: [1.8890705585348975, -0.47116676974224975] User Vector: [1.6516885126688987, -0.4097155583203216] Predicted: 3.313200497280039 Movie Vector: [2.22747300494468, 0.29670762035607295] User Vector: [2.0540045474742388, 0.1442269975799794] Predicted: 4.618032930775537 Movie Vector: [1.8792864719483, -0.18070714339202862] User Vector: [1.8627225603240007, -0.7031674592402274] Predicted: 3.6276566914953277 Movie Vector: [1.8799445178623537, 0.2269908359507709] User Vector: [2.2066139247902714, -0.11744754979897672] Predicted: 4.121652233438963 Movie Vector: [1.4215774230556395, -0.7611191069512091] User Vector: [1.894324027635618, 0.003532191337267154] Predicted: 2.69023985132242 Movie Vector: [2.0801149251471056, -0.5009066241030301] User Vector: [2.202414207504921, -0.2785094906649592] Predicted: 4.720781913136659 Movie Vector: [1.3005441798822048, -0.7773833262690617] User Vector: [2.014218309166036, -0.13717626802037267] Predicted: 2.726218442516917 Movie Vector: [2.4179708751496642, -0.14537112224020363] User Vector: [1.7904077029813303, -0.2815315311381254] Predicted: 4.370080235080019 Movie Vector: [2.3448099447601742, -0.3768332524644499] User Vector: [2.1625679801553597, -0.31484383105277364] Predicted: 5.189454530962195 Movie Vector: [1.8092826066851446, -0.417453518818905] User Vector: [2.0711454839516827, -0.371895551342028] Predicted: 3.9025366065690923 Movie Vector: [1.8673797973724429, 0.11039991600822341] User Vector: [1.4783508312814844, -0.4778956770620426] Predicted: 2.707882833155458 Movie Vector: [2.1135655803721733, 0.35598942736303896] User Vector: [1.9284691851750786, -0.07618934529283435] Predicted: 4.048823491192457 Movie Vector: [1.6743398221805235, -0.22187458740417712] User Vector: [2.0896635957859675, -0.24256223677826227] Predicted: 3.5526253695904013
avg loss: 1.027648802699691: 96%|████████████████████████████████████████████▏ | 67190/70000 [01:47<00:03, 745.64it/s]
Movie Vector: [1.8467852628623558, -0.6913850744667848] User Vector: [1.5086609276810559, 0.13595465045951283] Predicted: 2.6921757517655682 Movie Vector: [2.1868369835821007, 0.09064761919022597] User Vector: [1.7140459846982334, -0.02392972487392492] Predicted: 3.7461699783107982 Movie Vector: [1.6279925258664325, -0.31839811998467016] User Vector: [1.61340932577364, -0.2590201592308022] Predicted: 2.7090898552599034 Movie Vector: [1.1615810865400182, -0.1083961242075897] User Vector: [1.3394680732820277, -0.6738757046682408] Predicted: 1.6289462945322981 Movie Vector: [2.011672570436107, -0.40395153606077167] User Vector: [1.9983154085030663, -0.305371307914014] Predicted: 4.143311503266196 Movie Vector: [1.2016828832564634, -0.2153972022334475] User Vector: [1.5613636606706953, -0.5161618476806198] Predicted: 1.9874438034566801 Movie Vector: [1.534470113839649, 0.06381840913000503] User Vector: [2.374186089947867, -0.6954402815765395] Predicted: 3.598735707303677 Movie Vector: [1.649179395106453, -0.42419538449155464] User Vector: [1.393397111489194, -0.5805815980874067] Predicted: 2.5442418396982367 Movie Vector: [1.551166782838666, -0.37226035029278925] User Vector: [1.899381893203011, 0.012960454137093591] Predicted: 2.9414334374647013 Movie Vector: [1.834775436052689, -0.718347919222671] User Vector: [1.8415738734586569, -0.4335175993677807] Predicted: 3.690290972150599 Movie Vector: [1.9020338002929382, -0.23502604661069074] User Vector: [1.403888077898367, -0.20904101873140246] Predicted: 2.7193726602028923 Movie Vector: [1.8046805002172035, 0.266609233018051] User Vector: [1.8786852773193239, -0.16685651324068404] Predicted: 3.345941199004168 Movie Vector: [1.9419298497693827, -0.0952578157377435] User Vector: [2.0718126287498806, -0.08722271804846285] Predicted: 4.03162343250257 Movie Vector: [1.5362382003369603, 0.124444870650297] User Vector: [2.278203197975669, -0.4967420187256367] Predicted: 3.4380457845931707 Movie Vector: [1.909417860720348, -0.7225084921604453] User Vector: [1.5537935422954046, -0.2963206445703061] Predicted: 3.1809353236352864 Movie Vector: [2.1199115134386917, -0.269880622766492] User Vector: [1.5323227748447301, -0.06837820101501373] Predicted: 3.266842644171252 Movie Vector: [1.5678915173350114, -0.9091968545506124] User Vector: [1.9878070258586509, -0.3032611845405041] Predicted: 3.3923898890342357 Movie Vector: [1.3849698034811848, -1.0084925949175931] User Vector: [1.9296882352706277, -0.5879275645235116] Predicted: 3.2654805311526123 Movie Vector: [1.3551040208891123, -1.1203958488271213] User Vector: [1.9906300423620293, -0.21090748946808668] Predicted: 2.933810650194044 Movie Vector: [1.813448374836056, -0.9256960130023814] User Vector: [1.753683776392248, -0.3689266808149622] Predicted: 3.5217289517954917 Movie Vector: [1.806506497092351, -0.19823598156612585] User Vector: [2.017431829742825, -0.10683547855064408] Predicted: 3.6656823438278963 Movie Vector: [1.9409173371497295, -0.4421652415435887] User Vector: [2.0930987042954428, -0.3710577462397624] Predicted: 4.226600401525384 Movie Vector: [2.153673252148511, -0.7654088759690066] User Vector: [2.1992829672693257, -0.15050552451220917] Predicted: 4.851735164857772 Movie Vector: [1.6931677072151268, -0.37226910918095735] User Vector: [2.1198756949421926, -0.30341513029793654] Predicted: 3.702257150254383 Movie Vector: [1.914523392342911, -0.27747900974746686] User Vector: [1.8938839731286716, -0.5014460323894537] Predicted: 3.765025917447397 Movie Vector: [2.229081462978051, -0.5234331505603083] User Vector: [1.9922139081739736, -0.5465249173327451] Predicted: 4.726876352336852 Movie Vector: [1.836128601259107, -0.5510679574538422] User Vector: [1.6078264705933878, -0.6392419300127349] Predicted: 3.3044419132089735 Movie Vector: [2.1918098311576264, -0.7325518566982969] User Vector: [2.064201121159415, 0.1871681481560573] Predicted: 4.387225936397298 Movie Vector: [1.5412553672729736, 0.41715579791324064] User Vector: [1.9331551904993192, -0.5326567428519453] Predicted: 2.7572849645504123 Movie Vector: [2.256070293386616, 0.29871564952815094] User Vector: [1.8730658772705673, -0.4576982276407917] Predicted: 4.089046659908666 Movie Vector: [1.036009387743243, -0.2982055999312175] User Vector: [1.7830358313165036, -0.5964180354389913] Predicted: 2.025097057994358 Movie Vector: [1.9143670703405065, 0.002399344351454058] User Vector: [1.788379328421836, -0.2941303360970394] Predicted: 3.4229087756479264 Movie Vector: [1.3701403690913263, 0.7961925823804783] User Vector: [2.229222658943558, -0.2688873723302466] Predicted: 2.840261825366554 Movie Vector: [1.507553248262295, -0.6710800275305574] User Vector: [1.8190416536813756, -0.48694060495560826] Predicted: 3.0690782683111304 Movie Vector: [1.6631132735652354, -0.6559644240812273] User Vector: [1.8075892353336769, -0.5441880415012432] Predicted: 3.363193645672326 Movie Vector: [1.9351964363778604, -0.438709840125873] User Vector: [2.1087990283732885, -1.4257398233768068] Predicted: 4.706426454719812 Movie Vector: [2.059183942926169, -1.3094937894687182] User Vector: [1.7889035831842282, 0.24505823300491783] Predicted: 3.362779299757933 Movie Vector: [2.2856849746796417, -0.07686867321540751] User Vector: [1.4518479141057947, 0.1566543076454948] Predicted: 3.3064251540094065 Movie Vector: [2.063644911610141, -0.260237155687577] User Vector: [1.7716930244304405, 0.16844888177722003] Predicted: 3.6123086369286033 Movie Vector: [2.1827861800137214, -0.502876521702805] User Vector: [1.8377943222953745, -0.33803330707352774] Predicted: 4.181501062094858 Movie Vector: [1.394413194924252, -0.7989943296128253] User Vector: [1.8409064501759773, -0.04891242429556572] Predicted: 2.6060649944063212 Movie Vector: [1.765804613153179, -0.30244154325231926] User Vector: [1.852604172646395, -0.12311319481430776] Predicted: 3.3085715390401957 Movie Vector: [1.7829367259141355, -0.4196144082448313] User Vector: [2.1538486150684197, -0.4660155868335882] Predicted: 4.035722652566827 Movie Vector: [1.5576153511397757, -0.5844260122142961] User Vector: [1.8662121640435472, 0.052536669833024414] Predicted: 2.876136918752477 Movie Vector: [1.8157975140278897, -0.22128575923185442] User Vector: [1.459034075563521, -0.3392664893762295] Predicted: 2.7243852899737666 Movie Vector: [1.4591735543357116, -0.5878285754387699] User Vector: [1.8208047748055576, -0.1604046045216962] Predicted: 2.751160585174268 Movie Vector: [1.9584116942593273, -0.327986402018686] User Vector: [1.8052543488681905, 0.11668696542193174] Predicted: 3.497159489984753 Movie Vector: [2.373343689941709, 0.20049921999170972] User Vector: [1.9664381123667107, 0.010464014487441858] Predicted: 4.669131512389132 Movie Vector: [2.095939381985329, -0.27975389027553743] User Vector: [1.93001957988361, 0.028595769686001637] Predicted: 4.037204267665755 Movie Vector: [2.2735265968088108, 0.004050595787097815] User Vector: [1.891829052018718, -0.5901817681924924] Predicted: 4.298733078596292 Movie Vector: [1.5915424533112794, -1.2682464933428168] User Vector: [1.627622169469182, -0.2849039316604184] Predicted: 2.951758192928716 Movie Vector: [2.012426628193474, -0.31614967500231755] User Vector: [1.7623941964172503, -0.11549589496646676] Predicted: 3.5832029999014647 Movie Vector: [1.9072394081632456, -0.5589333450527468] User Vector: [1.7172255787532968, -0.28184522273278256] Predicted: 3.4326929896333955 Movie Vector: [1.5621600308600156, -0.32538218559834037] User Vector: [2.142237507867973, -0.8457940734376231] Predicted: 3.621724135581773 Movie Vector: [1.8598307520925326, -0.3792277896506671] User Vector: [1.8868717073464614, -0.10307069447044252] Predicted: 3.548349298218075 Movie Vector: [2.064766380880549, 0.5406467283672628] User Vector: [2.0719441975859283, -0.24709137456707597] Predicted: 4.14449157896849 Movie Vector: [1.469414325279565, -0.6046434719648783] User Vector: [1.9353967544473125, -0.7424275479166321] Predicted: 3.2928036863391412 Movie Vector: [1.425492005996075, 0.7242502820033182] User Vector: [1.8244982655910107, -0.1867215281765249] Predicted: 2.4655745731157506 Movie Vector: [2.063291285987393, -0.09686725253298453] User Vector: [2.074916982392276, -0.1012616268811053] Predicted: 4.290967064500233 Movie Vector: [1.5682929577570301, -0.5345571378152395] User Vector: [1.7790574397224581, -0.09632519622157296] Predicted: 2.8415745753536785 Movie Vector: [1.964784438986707, -0.4506525967612817] User Vector: [0.9679781961496413, -0.07482332598323581] Predicted: 1.935587823225899 Movie Vector: [0.008384223438251522, -1.8654991005888213] User Vector: [2.097469885199203, -1.042752729602474] Predicted: 1.9628399353824673 Movie Vector: [1.9362267467971286, -0.24220215349926227] User Vector: [1.881087676044343, -0.043042486259660936] Predicted: 3.6526372542915615 Movie Vector: [1.513719671140704, -0.5316023245391747] User Vector: [2.3966293779132353, -0.6945068681977592] Predicted: 3.997026499323323 Movie Vector: [2.1706278589133814, -0.500640190117627] User Vector: [2.0755106224769984, -0.4672238096993589] Predicted: 4.739072195534595 Movie Vector: [1.9798696415180281, -0.05424268529326174] User Vector: [2.08185828546547, -0.7436954049997173] Predicted: 4.1621480531433015 Movie Vector: [2.0687336257846662, 0.20585165901807567] User Vector: [2.3300297534859706, -0.3421814575965491] Predicted: 4.749772279383712 Movie Vector: [2.090209283660891, -1.2157186362050953] User Vector: [2.1613175140542613, -0.6798729404217325] Predicted: 5.3441401367373516 Movie Vector: [2.0175083719792415, -0.3299949897260433] User Vector: [1.4243523339059225, 0.16196369832503202] Predicted: 2.8201955493386097 Movie Vector: [2.1992630318249824, 0.13742817114204484] User Vector: [2.0636294840223868, -0.6989883770464613] Predicted: 4.442403341287457 Movie Vector: [1.5128576095498696, 0.21833255697800663] User Vector: [2.0072302185216557, -0.3666963322374987] Predicted: 2.9565917623570646 Movie Vector: [1.15461834166895, -0.4213765447911662] User Vector: [1.0442075567037326, -0.092307666046958] Predicted: 1.2445574828560537 Movie Vector: [2.234813061214186, -0.5139512819046627] User Vector: [1.6169936240935947, -0.702550538907957] Predicted: 3.974755221098983 Movie Vector: [1.3940630021015135, -0.7837523295510431] User Vector: [1.423343727787772, -0.211445068794574] Predicted: 2.149951395422009 Movie Vector: [2.328558944719468, -0.13131159957722996] User Vector: [1.8015496316846553, -0.08436936133491103] Predicted: 4.206093185007564 Movie Vector: [2.047027826420016, -0.06758818888021774] User Vector: [1.965057311314403, -0.2942792836000763] Predicted: 4.04241680057418 Movie Vector: [1.8463828398284794, -0.5172255455405533] User Vector: [1.8278055595255729, 0.3481239994524161] Predicted: 3.1947701941185747 Movie Vector: [2.0907416400366605, -0.2493987885164696] User Vector: [2.261493439783311, 1.1621981481881296] Predicted: 4.438347693050504 Movie Vector: [1.563219878284114, 0.004631696843746123] User Vector: [1.3991878816680183, -0.5588494448679341] Predicted: 2.184649888867763 Movie Vector: [1.7050702967039113, -0.6685958946624535] User Vector: [2.1513529352849035, -0.6415743918459563] Predicted: 4.097161992189827 Movie Vector: [1.7101868063935952, -0.3655072531867073] User Vector: [2.4990727183347947, 0.2923431897876181] Predicted: 4.167027634827231 Movie Vector: [1.804336633041771, -0.5487668906268374] User Vector: [1.9830858875272963, -0.17188793442493117] Predicted: 3.672480920644293 Movie Vector: [2.2798292828245086, -0.2268864570848735] User Vector: [1.911623354701224, 0.10975418630480745] Predicted: 4.333273163298142 Movie Vector: [1.658396043603271, -0.7835656277113424] User Vector: [1.4620668934949361, 0.15339816186459562] Predicted: 2.3044884246641293 Movie Vector: [1.9003413512111347, -0.4729843017759683] User Vector: [1.4353445637640374, -0.6216614854168153] Predicted: 3.021680751377791 Movie Vector: [2.3369008946339003, -0.22070400243652621] User Vector: [1.7253203490555344, -0.993663388646286] Predicted: 4.251208154186829 Movie Vector: [1.7209980245383256, -0.5867680038159397] User Vector: [1.456903395993208, -0.15688569271202982] Predicted: 2.5993833711874075 Movie Vector: [1.7907243773368051, -0.09716700976413328] User Vector: [1.556621021719308, -0.2105771267591428] Predicted: 2.807940359599598 Movie Vector: [1.6379459633157456, -0.5149600365111131] User Vector: [1.6236850880930047, -0.1764793652576338] Predicted: 2.750388256114437 Movie Vector: [1.886799158511657, 0.006933370798107563] User Vector: [1.8814119902950122, -0.46256039004744554] Predicted: 3.5466394574016546 Movie Vector: [1.9295286181524265, -0.4697099968847811] User Vector: [2.0256000413431017, -0.17277283162506235] Predicted: 3.9896063749066357 Movie Vector: [2.135291978226446, -0.3164989755079091] User Vector: [1.8818787016687497, -0.6891347857020133] Predicted: 4.23647094933003 Movie Vector: [1.9850858992001976, -0.22384006563060094] User Vector: [1.4550498219231716, -0.12409404113730658] Predicted: 2.916176102445988 Movie Vector: [1.843257111185617, -0.5016850968121368] User Vector: [1.8882280739415267, -0.7056200009763425] Predicted: 3.834488863335437 Movie Vector: [2.18010800399039, -0.3852336822668913] User Vector: [1.9794222148590948, 0.5530718183021884] Predicted: 4.102292320768101 Movie Vector: [1.808722040108085, -0.6948151839433214] User Vector: [1.8819980524937607, 0.33294310568811025] Predicted: 3.1726774317646127 Movie Vector: [1.8057061727630062, -0.4244815145052109] User Vector: [1.6003658107976002, -0.4097047893157287] Predicted: 3.063702532704879 Movie Vector: [1.6188470598451812, -0.1255803616210573] User Vector: [1.9424071085245067, -0.2819475177429019] Predicted: 3.1798671078935903 Movie Vector: [1.671497963162766, 0.9570060314560043] User Vector: [1.9990637633307553, -0.7715223725458492] Predicted: 2.603079444710227 Movie Vector: [2.3229476840202787, 0.26738863494280574] User Vector: [2.0746017141789306, -0.1732696610526859] Predicted: 4.772860909070567 Movie Vector: [1.9374329650508428, -0.49994876518867415] User Vector: [2.1346295166364806, 0.3187551689042704] Predicted: 3.976340340610867 Movie Vector: [2.273303257396778, -0.3570523611249377] User Vector: [1.8030480937529025, -0.2376742934026703] Predicted: 4.183737272409649 Movie Vector: [0.9392644311384135, -1.0814271941752922] User Vector: [1.841507781272998, -0.5811467980403829] Predicted: 2.358130709823111 Movie Vector: [1.7492901108322403, -0.9660635206824929] User Vector: [2.0865390261042007, -0.45017426564035157] Predicted: 4.084859020214786 Movie Vector: [2.3806920139431282, -0.13375307200600553] User Vector: [2.070156668779349, -0.743374814644667] Predicted: 5.027834114084726 Movie Vector: [1.367249887035746, -0.27612426401709134] User Vector: [1.857613186971799, -0.6178844288400352] Predicted: 2.7104343032043796 Movie Vector: [1.372048544474389, 0.07957043024469813] User Vector: [1.678995669174539, -0.11773926065862778] Predicted: 2.294295000442429 Movie Vector: [2.154358268668916, -0.18084559473479503] User Vector: [1.769765063009063, 0.12263055900507262] Predicted: 3.790530800719008 Movie Vector: [2.2880235467835486, -0.17073600179707601] User Vector: [2.0432929103240007, -0.2544489871999066] Predicted: 4.718545894533027 Movie Vector: [1.8649099360502726, -0.7245467292439531] User Vector: [1.815245781015912, -0.48525089062161836] Predicted: 3.7368568390525203 Movie Vector: [1.8582007983392714, -0.7788215687937455] User Vector: [1.4038307323662784, 0.04164722477505789] Predicted: 2.5761636306810063 Movie Vector: [1.9342992951169957, -0.8162217525536526] User Vector: [2.0017978262296237, 0.20875921680271164] Predicted: 3.7016823104422585 Movie Vector: [1.859590427722139, -0.28838504907249946] User Vector: [2.0520881047875275, -0.5942401237026561] Predicted: 3.9874133637401905 Movie Vector: [2.354106332953791, -0.12488872542477354] User Vector: [2.0263310386960844, -0.17295078014635507] Predicted: 4.791798333348984 Movie Vector: [1.7441051111580217, 0.04452250277219663] User Vector: [1.430168082880305, -0.4807442520461033] Predicted: 2.472959525872169 Movie Vector: [0.9475294635057293, 0.14146545404083208] User Vector: [1.5334713968195084, -0.13293692822784695] Predicted: 1.4342033470192244 Movie Vector: [2.137039446163879, -0.22560600468624895] User Vector: [2.1816063123966005, -0.5812363638787117] Predicted: 4.793309159424692 Movie Vector: [1.2023974778154762, -0.21563343576264601] User Vector: [1.8760749703599247, 0.15528573507451096] Predicted: 2.2223030159744726 Movie Vector: [1.5420569457832602, -0.5951302245834349] User Vector: [1.4402836072812528, -0.2328958647108022] Predicted: 2.3596027087757183 Movie Vector: [1.049882492549336, -0.20091414911291067] User Vector: [1.9966428375959855, -0.012656287942913649] Predicted: 2.098783186389031 Movie Vector: [1.601555633930424, -1.794429394856069] User Vector: [2.0365324516792125, -0.3264610366669837] Predicted: 3.847431302139402 Movie Vector: [2.4126787215912247, -0.0734695875916653] User Vector: [2.165251772046186, 0.09629477445039576] Predicted: 5.216982139937423 Movie Vector: [2.110133645264965, 0.35612501516030104] User Vector: [1.713723840111965, -0.09132884579666273] Predicted: 3.5836618471190254 Movie Vector: [1.7910252656877974, 0.20485785158815395] User Vector: [2.0831645233913103, -0.6148362026089846] Predicted: 3.60504627043322 Movie Vector: [1.5489700548747736, -0.4768609666721428] User Vector: [1.9804273855798444, -0.8091375416863613] Predicted: 3.4534688264163953 Movie Vector: [1.6843718179811396, -0.9269671680116589] User Vector: [1.6572164633277047, -0.3530879720998179] Predicted: 3.118669664679908 Movie Vector: [1.3032206817292735, -0.510131666938707] User Vector: [1.8444024674856205, -0.24291669708957267] Predicted: 2.5275829406733132 Movie Vector: [1.7094347246143708, -0.38223614144677165] User Vector: [2.3341741703207504, -0.9257775152346376] Predicted: 4.343984005305697 Movie Vector: [2.396340841201263, -0.2658976071179841] User Vector: [1.76298750012895, 0.1828360936282118] Predicted: 4.176103269295778 Movie Vector: [2.066255540073323, -0.23855632618984948] User Vector: [1.9551449211833305, -0.2946810475730814] Predicted: 4.110127053148087 Movie Vector: [1.962752003847854, 0.054211052421834244] User Vector: [2.003622161914011, -0.18602765881480846] Predicted: 3.922528658086774 Movie Vector: [2.0289809134710897, -0.5535092630024462] User Vector: [2.16523336094544, -0.8964793435616024] Predicted: 4.889426783320856 Movie Vector: [2.2363009737800077, -0.5145977493732972] User Vector: [1.5520064318059028, -0.5133277608948248] Predicted: 3.7349108052076865 Movie Vector: [1.8486308250332393, -0.27688943159060436] User Vector: [1.5530125698349615, -0.13001944542694951] Predicted: 2.9069479186009897 Movie Vector: [1.5328808834321466, -0.00014336195940948572] User Vector: [2.0710214771093702, -0.1924034923988256] Predicted: 3.174656814780028 Movie Vector: [1.4501237682904256, -0.3205504732125929] User Vector: [1.6559337259999813, 0.09910860670578055] Predicted: 2.3695395440073193 Movie Vector: [1.840790168815452, -0.4734292653584997] User Vector: [1.787516480471629, -0.2422666776175636] Predicted: 3.4051388990531004 Movie Vector: [2.2446608380588544, 0.019031106333486127] User Vector: [2.104902952960143, -0.002895422671820986] Predicted: 4.724738123327324 Movie Vector: [1.5101672071665373, -0.3574464789981005] User Vector: [1.895965857190232, -0.18079167436313437] Predicted: 2.927848810869356 Movie Vector: [1.8583604540637861, -0.1063167067704717] User Vector: [1.7712973233406073, -0.35025809683524184] Predicted: 3.3289471854604358 Movie Vector: [2.3190582377674533, 0.6736381112060831] User Vector: [1.9125913308756068, -0.462445816152015] Predicted: 4.123889555221894 Movie Vector: [1.7359365897854597, -0.49687918463780434] User Vector: [1.9058938629603837, -0.27743599045527584] Predicted: 3.4463630616870837 Movie Vector: [2.232378631031299, -0.17543940786273093] User Vector: [1.8233536338309304, -0.33470641997277295] Predicted: 4.129136385105315 Movie Vector: [1.2270413518882224, -0.563145689803403] User Vector: [1.8672704529119675, -0.5106888368336024] Predicted: 2.5788102781755904 Movie Vector: [1.6712711576563644, -0.33524604491788157] User Vector: [2.385755052897168, 1.3892776817035126] Predicted: 3.5214937610561847 Movie Vector: [1.1324677050607235, -0.5091286175337446] User Vector: [1.8361769428462362, -0.1321624725435997] Predicted: 2.1466987854864565 Movie Vector: [2.1417249360044797, -0.08605785296375687] User Vector: [2.073653063553036, -0.3924767388235719] Predicted: 4.474970180314993 Movie Vector:
avg loss: 1.027834760055388: 96%|████████████████████████████████████████████▎ | 67343/70000 [01:47<00:03, 710.00it/s]
[1.7840168525895905, -0.11134019087650536] User Vector: [1.8924311442657815, 0.12821835766707337] Predicted: 3.361853197319033 Movie Vector: [1.5916975342181052, -0.33704412559923214] User Vector: [2.021562401518001, -0.8301222279306265] Predicted: 3.4975037102175977 Movie Vector: [1.5583579197980373, 0.4124434033950842] User Vector: [1.6918223812505189, -0.4473493914261425] Predicted: 2.451958501206803 Movie Vector: [1.4691989069807616, -0.7414451698655256] User Vector: [1.7142888014863664, -0.1156924746800668] Predicted: 2.6044108599344544 Movie Vector: [1.9559928759891911, -0.8942220394448234] User Vector: [1.8114747191988652, -0.5208275398706965] Predicted: 4.008967110689705 Movie Vector: [1.7637682496963953, -0.4089177964406878] User Vector: [1.2448619325165602, -1.0661930645130024] Predicted: 2.6316332703494068 Movie Vector: [1.956066203672484, -0.8139517716781021] User Vector: [1.9471674878299774, -0.4029757237890484] Predicted: 4.136791320155433 Movie Vector: [1.567660381188709, -1.022541791478867] User Vector: [1.9710660506610982, -0.579842697387347] Predicted: 3.682875546889897 Movie Vector: [1.9663761883959074, 0.11855893178162989] User Vector: [1.505798634910929, -0.4016871466026425] Predicted: 2.9133429811962928 Movie Vector: [1.7126242269721783, -0.5470576109234688] User Vector: [1.2968680921725013, -0.2149173494425335] Predicted: 2.3386198855738503 Movie Vector: [2.3124771747454704, -0.22117638836143166] User Vector: [2.0608084001637734, -0.24756311620685545] Predicted: 4.820327502836589 Movie Vector: [1.9711324767475091, 0.11729014334466384] User Vector: [1.6324999520951686, -0.0873772585297862] Predicted: 3.207625182685517 Movie Vector: [2.1113114413582337, -0.4362533991226453] User Vector: [1.93050401088146, -0.6926472093248717] Predicted: 4.378064905222776 Movie Vector: [2.0012339616558377, -0.4023563666483407] User Vector: [2.257530354681393, -0.3669758376899123] Predicted: 4.665501479957997 Movie Vector: [1.3580536707505386, -0.04013127202344906] User Vector: [1.2514859976030073, -0.5170757777452483] Predicted: 1.7203360616310948 Movie Vector: [1.7050544848331322, -0.7008375602363859] User Vector: [1.9670282063903877, 0.10424034779077042] Predicted: 3.2808347140753265 Movie Vector: [1.7436568578550269, -0.40859645790125293] User Vector: [1.847519667745564, 0.3262140752590795] Predicted: 3.088150423018201 Movie Vector: [1.6265555160298104, 0.9173128589825009] User Vector: [1.7309494364781153, -0.07992744579292738] Predicted: 2.7421668800606915 Movie Vector: [1.5910926782641637, -0.0779249797529762] User Vector: [2.0157957572065537, 0.057295921423526346] Predicted: 3.202853086650457 Movie Vector: [2.302782295595658, -0.2619466755414864] User Vector: [1.884096314276063, -0.5211096210752255] Predicted: 4.475166568545289 Movie Vector: [1.9729938810955583, -0.1483729028392609] User Vector: [2.1429375621678246, -0.014323992977927094] Predicted: 4.230127990145335 Movie Vector: [2.2448775589435783, -0.3671363732341474] User Vector: [1.9218936410765342, -0.40937468913808994] Predicted: 4.464712244193091 Movie Vector: [2.1532595368973233, -0.2517167838103082] User Vector: [2.001686813899073, -0.27026243863718646] Predicted: 4.37818081374828 Movie Vector: [1.9430801960674824, -0.6286245110459359] User Vector: [1.9499430729693394, -0.5900782301873666] Predicted: 4.159833407476078 Movie Vector: [1.805062715857378, -0.39775410773121617] User Vector: [1.8539244521104403, -0.18101236623338451] Predicted: 3.418448318740349 Movie Vector: [2.2956242930480237, -0.119897184441045] User Vector: [1.463673432623112, -0.47988894692873163] Predicted: 3.4175816225997386 Movie Vector: [1.8837194994999313, -0.4721603553470108] User Vector: [1.6696556288525606, -0.27427178094454835] Predicted: 3.274663127071824 Movie Vector: [1.9016861653398904, -0.11488397606831133] User Vector: [1.9132983724938541, -0.16542094846118102] Predicted: 3.6574972614231025 Movie Vector: [1.7923385276854622, -0.5718158894886672] User Vector: [2.1742311076779672, -0.6044199872903963] Predicted: 4.242575135040647 Movie Vector: [1.2700044188596384, 0.7451393210058476] User Vector: [1.9212002124813536, -0.0866436199856083] Predicted: 2.3753711911998305 Movie Vector: [1.9612026438616652, -0.5188494339565874] User Vector: [1.5906950580837111, -0.8219715520002427] Predicted: 3.5461548279752027 Movie Vector: [1.5065306597870811, 0.5020532001432044] User Vector: [1.4905286597876908, -0.348916418859259] Predicted: 2.070352520590706 Movie Vector: [0.871756921467318, -1.0403663121555988] User Vector: [1.577057995800536, 0.03755473217142774] Predicted: 1.3357405451813142 Movie Vector: [1.9020610498292132, -0.14397736297681285] User Vector: [2.3540917871028593, -0.6136759195511369] Predicted: 4.565981736590537 Movie Vector: [2.119071376735175, -0.3105590704955762] User Vector: [1.892187375134869, -0.18944378231276485] Predicted: 4.068513591014182 Movie Vector: [1.9011376409195322, -0.4227620669577342] User Vector: [1.8706137888694339, 0.33731633664830973] Predicted: 3.413689733942733 Movie Vector: [1.9464718537341363, -0.3934544396436569] User Vector: [1.928886679901875, 0.034706347404483424] Predicted: 3.740868265001577 Movie Vector: [1.8974723563808713, -0.3143266512060416] User Vector: [1.796347381314562, -0.3571029791008842] Predicted: 3.5207664820580313 Movie Vector: [1.2155638255425778, -1.5655734135148995] User Vector: [1.71599328149795, 0.5812246385913516] Predicted: 1.1759495164045837 Movie Vector: [1.8678915034051025, -0.2114089906958896] User Vector: [1.8139890365883813, -0.01978693792800121] Predicted: 3.3925178452897655 Movie Vector: [1.7996861295263185, -0.4280969027881525] User Vector: [1.5946366770474654, -0.12485783827456365] Predicted: 2.9232967631704274 Movie Vector: [1.4734768843867916, -0.11882520699044229] User Vector: [1.9809651055550188, -0.7383638155282743] Predicted: 3.0066425250265607 Movie Vector: [1.891864983077254, 0.3903977963536271] User Vector: [1.7743833048544502, 0.04936920129458129] Predicted: 3.3761672684041697 Movie Vector: [1.4524733069237834, -0.44760070501697] User Vector: [2.062385964472376, 0.6605195290081292] Predicted: 2.6999115551088733 Movie Vector: [1.9658668621170565, -1.4226339431841186] User Vector: [1.5889744116808435, -0.07559037894468162] Predicted: 3.2312495795401697 Movie Vector: [2.1640742428967954, -0.177395073134753] User Vector: [1.928685503505936, -0.20562618719459036] Predicted: 4.210295693301438 Movie Vector: [1.9278627382938043, -0.4794116977863954] User Vector: [1.9970919311288378, -0.598505169237824] Predicted: 4.137049498288742 Movie Vector: [1.985926993939519, -0.10272391459910599] User Vector: [1.6247905286801667, -0.3410305530646949] Predicted: 3.261747363811909 Movie Vector: [1.9640854441539706, -0.09691434857131764] User Vector: [2.002261664711193, -0.1613785868400233] Predicted: 3.9482528916637127 Movie Vector: [1.9587778184737916, 0.11795140901186604] User Vector: [2.2871418580474434, -0.23523035605350212] Predicted: 4.4522569873073925 Movie Vector: [1.6475761528669293, -0.6588183217801911] User Vector: [2.250432011095301, -0.907052448194726] Predicted: 4.305340886815246 Movie Vector: [2.0756629752784566, -0.2711252053201254] User Vector: [1.5689920201927385, -0.4895562400711487] Predicted: 3.3894296809264546 Movie Vector: [2.040797003817154, 0.2658861611963035] User Vector: [1.9606038601270597, -0.07597710537378959] Predicted: 3.980993222533006 Movie Vector: [1.8587508557511652, -1.0190543867994966] User Vector: [1.810931596241027, -0.19310037221938345] Predicted: 3.562850435622611 Movie Vector: [2.088077688355547, -0.5408341342895883] User Vector: [1.7632200133745386, -0.061830954298392825] Predicted: 3.7151806602296134 Movie Vector: [2.030426902329736, 0.1978660391789715] User Vector: [1.7218728520307103, -0.341424569259443] Predicted: 3.4285806339566305 Movie Vector: [1.5139794276580594, -0.5316775980407954] User Vector: [1.8603323694109213, -0.5458260301753646] Predicted: 3.1067084085662886 Movie Vector: [2.160860672309666, -0.2717079334758554] User Vector: [2.121840161823514, -0.3268855515943118] Predicted: 4.673818356318415 Movie Vector: [1.2557083701081928, -0.570985971412001] User Vector: [1.5155119109966169, -0.5662630381814675] Predicted: 2.2263692425678707 Movie Vector: [2.099967526119923, -0.6017607822632658] User Vector: [1.5724040271617854, -0.06359893032590877] Predicted: 3.340268737043965 Movie Vector: [1.6451575784113444, -0.08894658870052201] User Vector: [1.6833588209745887, -0.08913499929646883] Predicted: 2.7773187756331743 Movie Vector: [2.2701500838877675, -0.25292114996240833] User Vector: [1.4375748259919858, 0.15980095332694683] Predicted: 3.223093570940109 Movie Vector: [1.3088453920827465, -0.7172647800169475] User Vector: [1.5463585594516476, -0.05613541442448712] Predicted: 2.0642082307243426 Movie Vector: [1.962781368334638, -0.014294358896412245] User Vector: [1.544764606543895, -0.18684165221495166] Predicted: 3.0347059698207035 Movie Vector: [1.4985858983838989, -0.6110464861850625] User Vector: [2.0630351491989076, -1.9785881778357035] Predicted: 4.300644736133618 Movie Vector: [1.0985553741373242, -0.5340456822722406] User Vector: [1.9603469430568785, -0.5660329759585924] Predicted: 2.455837136303202 Movie Vector: [1.563900065586751, -0.4933766262164482] User Vector: [2.017366652578612, -0.41197310833185796] Predicted: 3.358217742560891 Movie Vector: [1.5525535167818276, 0.09865596503002398] User Vector: [1.7445532489417344, -0.7636582159082433] Predicted: 2.633172843614119 Movie Vector: [0.2789331454081111, -0.3324733810628967] User Vector: [1.428732079272252, -0.47806400985169567] Predicted: 0.5574642905367593 Movie Vector: [1.8023360450128285, -0.3258095167886506] User Vector: [1.9289001635591596, -0.22282577771758633] Predicted: 3.549125050980036 Movie Vector: [2.1573746205452746, 0.2944407228971664] User Vector: [1.992638527078755, -0.3234631506552426] Predicted: 4.2036270623308996 Movie Vector: [1.8753832867119664, -0.7972540520095127] User Vector: [1.8798653021898233, 0.024851114897558885] Predicted: 3.505655316947502 Movie Vector: [1.0583824551147827, 0.2745470905645291] User Vector: [1.5717025257786885, -0.6044201128245862] Predicted: 1.4975205944890788 Movie Vector: [1.8639244456558306, -0.33771897810821677] User Vector: [1.6275195987752604, -0.8842935216345266] Predicted: 3.3322162704153055 Movie Vector: [1.7479083345066968, -0.06060402184417993] User Vector: [1.9054734461477851, 0.3126335886682307] Predicted: 3.3116460648660375 Movie Vector: [1.6088951635967725, -0.31104791189236713] User Vector: [2.031415315554141, -0.06777833612886361] Predicted: 3.289416586375891 Movie Vector: [2.000737214235138, -0.5890358550136923] User Vector: [1.8181725722720343, -0.5642848059543457] Predicted: 3.9700695103928387 Movie Vector: [2.1477837848495636, 0.08048461205280324] User Vector: [2.1828771375504075, -0.17337086405543406] Predicted: 4.674394433614835 Movie Vector: [1.315215331516156, -1.1274877912375982] User Vector: [1.812462747434185, -0.46620702306622097] Predicted: 2.9094215199237246 Movie Vector: [1.649663649847585, -0.07626018917409642] User Vector: [1.7020704581644661, -1.085200399552306] Predicted: 2.890601352075008 Movie Vector: [1.923629211250936, -0.4391004586838263] User Vector: [1.7935559618706307, 0.2085807978052725] Predicted: 3.358548716278682 Movie Vector: [1.1551544673459468, -0.6102507171592687] User Vector: [1.6366332867756341, -0.3029830034001775] Predicted: 2.0754598477379815 Movie Vector: [2.090873586847859, -0.149463839619714] User Vector: [1.813047897176232, -0.38945904842612356] Predicted: 3.849064004648245 Movie Vector: [1.9667236643212465, -0.0274628409397159] User Vector: [1.7267448957152336, 0.48284804156672295] Predicted: 3.3827696696854725 Movie Vector: [2.3691432106369965, -0.12203096845781813] User Vector: [1.7144947308115435, -0.29360646723549017] Predicted: 4.097712632717299 Movie Vector: [2.163906746056632, -0.32052388351103195] User Vector: [2.1852794158403346, 0.2790240515900859] Predicted: 4.639306997346959 Movie Vector: [2.073675071424098, 0.3580679883455613] User Vector: [2.079725313304001, -0.2314617026271316] Predicted: 4.229795511369442 Movie Vector: [2.1186412452665357, -0.3821292031180358] User Vector: [1.6544244335559508, -0.3199466152851749] Predicted: 3.627392787247599 Movie Vector: [1.6588209485117502, -0.08967007347935364] User Vector: [1.6590871292096618, -0.09742713766032496] Predicted: 2.7608647839320923 Movie Vector: [2.006683832838805, -0.1903180210472549] User Vector: [1.7683798261292571, -0.10868750969019057] Predicted: 3.5692643991686688 Movie Vector: [1.6207012270262429, -0.8446495299358349] User Vector: [1.6313158318415986, -0.3110627738726153] Predicted: 2.9066145960650562 Movie Vector: [2.028095263917725, 0.5901700427365395] User Vector: [1.6782304509954213, -0.34379478258211804] Predicted: 3.2007138478972337 Movie Vector: [1.1885508166498469, -1.3031233480104818] User Vector: [1.6544812820985113, -0.013053723861425748] Predicted: 1.9834456913123768 Movie Vector: [1.5842613838284432, -0.36451180151351525] User Vector: [1.8205460907194424, -0.14689246732998476] Predicted: 2.9377649069018643 Movie Vector: [1.248066421617168, 0.020378192024564205] User Vector: [2.245522077140339, -0.6054576867341804] Predicted: 2.790222570475875 Movie Vector: [2.029954229507795, -0.6911580829740228] User Vector: [1.9208827271451037, -0.3293484005532449] Predicted: 4.126935825513613 Movie Vector: [2.066290476268346, 0.19075476771101546] User Vector: [1.8096552232906582, -0.17734833869338693] Predicted: 3.7054433120633625 Movie Vector: [1.8310906763877524, -0.19953786573444188] User Vector: [2.4333898405843724, -0.475808870809067] Predicted: 4.550699335689479 Movie Vector: [1.7992391502939227, -0.5561938692109413] User Vector: [1.958520460443577, -0.22818025899856173] Predicted: 3.6507591502117287 Movie Vector: [1.7804829701520368, -0.4232335358488744] User Vector: [1.9143458025477904, -0.27029526052609837] Predicted: 3.522858119254028 Movie Vector: [1.9044553613488906, -0.5913474244907566] User Vector: [1.8242091303351007, -0.7427943622207925] Predicted: 3.9133743915137997 Movie Vector: [2.017081103867803, -0.4880552465505945] User Vector: [1.268543991122541, -1.0716835903924675] Predicted: 3.0817969128515452 Movie Vector: [1.9821130014911432, 0.23661446800531646] User Vector: [1.8616132603615463, -0.7160014790461933] Predicted: 3.520511538055403 Movie Vector: [2.121516336812712, -0.08026751106834996] User Vector: [1.6967121218794474, -0.08985695479724566] Predicted: 3.606815079549165 Movie Vector: [1.9383463874093483, -0.007195710722603147] User Vector: [1.5592826604169425, -0.13095858470438482] Predicted: 3.0233722518613924 Movie Vector: [2.307993744537155, -0.31358567866772835] User Vector: [1.9415037486370958, -0.8786898541897734] Predicted: 4.756523061114401 Movie Vector: [1.9678620742631778, -0.09721873797295424] User Vector: [1.8630906945839227, -0.664767352999402] Predicted: 3.730933361888566 Movie Vector: [1.6504556218045163, -0.676287382192359] User Vector: [1.8174018609468707, 0.05824634086374795] Predicted: 2.960149853092725 Movie Vector: [1.7491958057647556, -1.1425601736400113] User Vector: [1.8797573194886539, 0.5376909966285235] Predicted: 2.6737193006325963 Movie Vector: [1.9381418600372544, 0.09211101804368892] User Vector: [1.6092949871150017, 0.1465957980639285] Predicted: 3.1325450678762943 Movie Vector: [1.8336409024202565, -0.9647935917910022] User Vector: [1.681921209695526, -0.09935786234168997] Predicted: 3.1798993536271887 Movie Vector: [1.1841066888821088, -0.8983033923075183] User Vector: [1.3900276039882007, -1.5250916474386884] Predicted: 3.015935984087235 Movie Vector: [2.1848563494819264, -0.3990227009386024] User Vector: [1.870861861038043, 0.27061199795729984] Predicted: 3.979584085761228 Movie Vector: [2.219590918900455, -0.18331396576478454] User Vector: [2.062026554008281, 0.05503173282285426] Predicted: 4.566767328621713 Movie Vector: [2.017246654315046, -0.2226261475489258] User Vector: [1.9928625811977778, -0.01193286698574513] Predicted: 4.022751942637114 Movie Vector: [2.2694484944122695, -0.3911172583769596] User Vector: [1.9911896617858043, -0.01174824127175481] Predicted: 4.523497319946029 Movie Vector: [1.5884073502868237, -0.758490421827368] User Vector: [1.5874511209129272, -0.6331267797323462] Predicted: 3.0017396269085412 Movie Vector: [2.030939277379542, -0.4266208819761687] User Vector: [2.037515614196656, 0.24135871800515965] Predicted: 4.035101819998092 Movie Vector: [1.2555786783114598, -0.21123154247925585] User Vector: [1.8869603583342902, -0.6492171934775023] Predicted: 2.5063623419257928 Movie Vector: [1.469542103786689, -0.656196375218396] User Vector: [2.076535218691176, -0.2938860562335714] Predicted: 3.244402898690282 Movie Vector: [2.1986283877338932, -0.2578423655846988] User Vector: [1.965693982979474, -0.41653797455140595] Predicted: 4.429231729290569 Movie Vector: [1.9577621796545763, -0.4539663337038928] User Vector: [1.9637885231373011, -0.004091845611809639] Predicted: 3.8464884595883997 Movie Vector: [1.9866065147310206, -0.2252773077298809] User Vector: [2.421244011215753, -0.7489223697038802] Predicted: 4.978774341580255 Movie Vector: [2.105493880042662, -0.12092235068398684] User Vector: [1.8578465929372079, 0.43529413416445123] Predicted: 3.8590478415452854 Movie Vector: [1.7045578220481903, -0.6817851842662651] User Vector: [1.8461927414495642, -0.5594140198271452] Predicted: 3.528342469035429 Movie Vector: [1.4052617577634925, -0.22272154455852475] User Vector: [1.7241394039349274, -0.4205075572566982] Predicted: 2.5165232620536404 Movie Vector: [1.9243753389014437, -0.07765728268552693] User Vector: [1.7952817494577527, -0.07323534173412566] Predicted: 3.4604831826719575 Movie Vector: [1.36257811507092, -0.6485505942601536] User Vector: [2.287953726706363, 0.2831481586612945] Predicted: 2.933879769741592 Movie Vector: [2.2544562630485423, -0.2893555725780852] User Vector: [2.1700986103989433, 0.6227180915307167] Predicted: 4.712205453717233 Movie Vector: [1.390191679339863, -1.2071565721328525] User Vector: [1.73590283043354, -0.38555014152379036] Predicted: 2.8786570582384194 Movie Vector: [1.7257644954007638, -0.1651601603340959] User Vector: [2.154416091154563, -0.024243052753020085] Predicted: 3.722018784914317 Movie Vector: [2.1141134210045247, -0.4993135443489534] User Vector: [2.1268163582320483, -0.3526751047479942] Predicted: 4.672426463505699 Movie Vector: [1.588391236459427, -0.3648450225430552] User Vector: [1.9991559375835402, -0.2980434209533709] Predicted: 3.284181430210066 Movie Vector: [1.8084872893773245, -0.9110643746925875] User Vector: [1.5846084499612088, 0.14341969575222752] Predicted: 2.735079664965646 Movie Vector: [1.7595532124659066, -0.450189699554314] User Vector: [1.9578123813948873, -0.4141886597738684] Predicted: 3.631338533391302 Movie Vector: [1.8438980281974358, 0.008027002159983376] User Vector: [1.8490538387531832, -0.14320731279888085] Predicted: 3.4083172018987318 Movie Vector: [1.9881640342472775, -0.40085103496603136] User Vector: [1.6865220544555977, -0.7586547299106287] Predicted: 3.6571900252999985 Movie Vector: [0.9212044271877274, -0.3774316267116654] User Vector: [1.5723776780732956, -0.6557682588396233] Predicted: 1.6959889589319945 Movie Vector: [2.0155939568175185, -0.22261625152318285] User Vector: [2.1024551040477335, -0.3781247348805578] Predicted: 4.321872513286066 Movie Vector: [1.7049278231893166, -0.4923653194952645] User Vector: [2.165427051466558, 0.05793332395410498] Predicted: 3.6633724695740533 Movie Vector: [1.985956965081751, 0.13314897747434917] User Vector: [1.6551984590711617, -0.013840034420994728] Predicted: 3.28531012195359 Movie Vector: [2.277220838812649, -0.2828231905441993] User Vector: [1.921601015916948, -0.4919201560545581] Predicted: 4.515036305357982 Movie Vector: [1.9144029113837329, -0.3412221975765896] User Vector: [2.260364401837418, 0.480406789301957] Predicted: 4.163322731289376 Movie Vector: [1.8921336881829844, -0.4323302857441015] User Vector: [1.927296210584906, 0.041582982020586294] Predicted: 3.6287245046560566 Movie Vector: [2.1025997990611787, -0.41813216585338203] User Vector: [2.0514779339521296, 0.09875173134698483] Predicted: 4.2721458163963035 Movie Vector: [1.4429657761252204, -0.7610792258356615] User Vector: [2.3101427919343234, -0.4955377275106691] Predicted: 3.7106004567497775 Movie Vector: [1.4773884599864313, 0.11437993125985482] User Vector: [2.2787332089268886, -0.7979288567416032] Predicted: 3.2753070984720756 Movie Vector: [2.026843395181331, -0.3289335003418722] User Vector: [2.3533810700381292, -0.07090656943992364] Predicted: 4.793258424234664 Movie Vector: [1.7805317295854983, -0.15969862248864958] User Vector: [1.955583329084551, 0.46106577971887885] Predicted: 3.408346597385722 Movie Vector: [1.7968765704919918, -0.6969107586104102] User Vector: [1.0339151499631207, -0.08855146485611656] Predicted: 1.919530377394385
avg loss: 1.0278091692097349: 96%|███████████████████████████████████████████▍ | 67515/70000 [01:47<00:03, 777.50it/s]
Movie Vector: [1.8573154206322289, -0.6307433604092153] User Vector: [2.157769196159168, -0.12000175956955624] Predicted: 4.0833483152775525 Movie Vector: [1.5199079471109382, -1.0685292190791194] User Vector: [1.7185649600289126, -0.5786254202499965] Predicted: 3.230338708813392 Movie Vector: [2.0663127389547946, -0.2949289209095789] User Vector: [1.6142221285287164, -0.5295743960685594] Predicted: 3.4916745528554527 Movie Vector: [2.218554983132786, 0.2307834613414106] User Vector: [1.537008764022472, -0.8678941301829711] Predicted: 3.209642841099301 Movie Vector: [2.067666954669999, -0.20815821819302985] User Vector: [1.5602521280487243, -0.3925490675858066] Predicted: 3.307794080581888 Movie Vector: [1.4625819074974507, -0.4190026229177145] User Vector: [2.0256776269411554, -0.09125709226466056] Predicted: 3.0009564086052407 Movie Vector: [1.9198153221846086, -0.6011418287276642] User Vector: [2.2734929193417286, -0.34780721867045616] Predicted: 4.573768008906708 Movie Vector: [1.1162032130058086, -0.5249299876123963] User Vector: [1.2523784245494716, 0.0330491712112626] Predicted: 1.3805603203467447 Movie Vector: [1.9772668174759935, 0.14234927779835177] User Vector: [2.2237142340958194, -0.6202067583217835] Predicted: 4.308590382493945 Movie Vector: [2.156003706250782, -0.3424442545333327] User Vector: [2.0528142638413325, -0.039754723025785706] Predicted: 4.439488937577128 Movie Vector: [2.1249121504593034, 1.304108276920018] User Vector: [1.6718130795968535, -0.09425629711148391] Predicted: 3.4295355089172217 Movie Vector: [2.1180556553480496, -0.4086851296197199] User Vector: [1.9033827414449735, 0.009915060607117325] Predicted: 4.027418441979994 Movie Vector: [1.6759189310843032, -0.2827152532066011] User Vector: [2.0582277590460647, 0.0995538118129577] Predicted: 3.421277484754139 Movie Vector: [1.528284567190347, -0.5087423701878263] User Vector: [2.3262493132215187, -0.23287542871200065] Predicted: 3.6736445223950405 Movie Vector: [1.645100593637141, -0.32114468551352343] User Vector: [1.629387524855213, -0.19119190993151808] Predicted: 2.7419066501919502 Movie Vector: [1.5067436249245236, -0.5295545959654037] User Vector: [1.8264224003840965, -0.6051898822800378] Predicted: 3.072431391791239 Movie Vector: [1.9712238261101303, 0.04085835536014811] User Vector: [2.1350981211325566, -0.6646230777146489] Predicted: 4.181600881569649 Movie Vector: [1.5197493922463374, 0.03515343167462053] User Vector: [1.871264132976877, -0.43002683842485806] Predicted: 2.828735609741157 Movie Vector: [1.8107494661711188, -0.2912849126747741] User Vector: [1.8214569490377364, -0.22057374661328844] Predicted: 3.362452002644355 Movie Vector: [1.6530954668048714, -0.6762027771773526] User Vector: [2.3005572974517756, -0.604559082086066] Predicted: 4.2118453698167855 Movie Vector: [1.7845837976008274, -0.2346713960977883] User Vector: [1.9889805537057599, -0.405227640350378] Predicted: 3.6445978059848567 Movie Vector: [2.204838939969343, -0.23477900401770824] User Vector: [2.1521265863041523, -0.11808553216849409] Predicted: 4.772816504858107 Movie Vector: [1.5124484297680858, 0.34441554883098213] User Vector: [1.8342149463178228, -0.6273750947527114] Predicted: 2.5580777778334003 Movie Vector: [2.1931504679858267, -0.4151991165930899] User Vector: [1.0214572696644852, -0.45744340789861826] Predicted: 2.430139587843029 Movie Vector: [2.149186593466198, -0.972219726520016] User Vector: [1.4535656162035873, -0.5076642568041729] Predicted: 3.6175449399823223 Movie Vector: [1.8551830648941345, -0.021479343611879694] User Vector: [1.4110900415952126, -0.33342369474998246] Predicted: 2.624992070316076 Movie Vector: [1.8339702465296945, -0.2334554395735598] User Vector: [1.9192027251381412, -0.23861264701671944] Predicted: 3.5754661153591574 Movie Vector: [2.0361216434737286, 0.140474733619299] User Vector: [2.1146399752594216, -0.3941236569509982] Predicted: 4.250299806057202 Movie Vector: [1.4487584272403458, -0.596719769656277] User Vector: [1.816225651840325, -0.1329254859164009] Predicted: 2.7105914842112444 Movie Vector: [2.329876077139364, -0.3746590613466136] User Vector: [1.612500685335798, -0.10250583741088513] Predicted: 3.7953315119616153 Movie Vector: [2.0210666684835266, -0.6896342502242159] User Vector: [1.7303738887280387, 0.22547492811001035] Predicted: 3.341705757530956 Movie Vector: [2.3166303203987226, -0.07774112739528488] User Vector: [2.168159769330058, -0.0654273373735287] Predicted: 5.027911056068603 Movie Vector: [1.4199179132084554, 0.25020326185475794] User Vector: [1.5610911973724642, -0.1622089054175631] Predicted: 2.176036158063834 Movie Vector: [1.6174096092366677, -0.17247315646795727] User Vector: [1.7729836970720971, -0.9491178765702948] Predicted: 3.0313382246966065 Movie Vector: [2.046775109503779, -0.4090564427123341] User Vector: [1.9478852318288498, -0.004285146179690403] Predicted: 3.988635875330055 Movie Vector: [1.1648164069692155, -0.41657443668134664] User Vector: [1.482197241919069, -0.6871948684105765] Predicted: 2.012755480950299 Movie Vector: [1.632441588067833, -0.2117021107356915] User Vector: [1.703126831117748, 0.2264656032005543] Predicted: 2.7323118226642036 Movie Vector: [2.3970595290846988, 0.07653432583305096] User Vector: [1.6800848752379822, -0.4163540876878436] Predicted: 3.9953980804512588 Movie Vector: [2.261227841188627, -0.35546060324296036] User Vector: [2.26223948781801, -0.806128143213472] Predicted: 5.401985709368173 Movie Vector: [2.0320224166306677, -0.18850741386830105] User Vector: [1.9665349463220245, -0.726933029209282] Predicted: 4.133075359405633 Movie Vector: [2.36337823181236, -0.15668393495751884] User Vector: [2.2348063695718396, -0.031936611931044974] Predicted: 5.286696680188261 Movie Vector: [1.7707223818745133, -0.536533950167708] User Vector: [1.9161885108956498, -0.7207395031904207] Predicted: 3.77973909682239 Movie Vector: [1.4353485463956104, -0.5058976482838594] User Vector: [1.9247078495144272, -0.07682286986400932] Predicted: 2.801491123235374 Movie Vector: [2.2540609104014235, -0.16289042947315235] User Vector: [1.8197319905227338, -0.6949109731045805] Predicted: 4.21498109409888 Movie Vector: [2.0525935501857675, -0.10266634240034336] User Vector: [1.956314204570802, -0.2402036244831707] Predicted: 4.040178745995821 Movie Vector: [1.565624171866087, 0.16495337159075105] User Vector: [2.1931614016699594, -0.2735554258769124] Predicted: 3.3885426134428567 Movie Vector: [1.6250907481600412, 0.015225843934125422] User Vector: [1.6496367556155125, -0.14398071643198335] Predicted: 2.678617201457599 Movie Vector: [2.2412050592162993, 0.12322165302274046] User Vector: [2.023246585074977, -0.7576766444762473] Predicted: 4.441148313923052 Movie Vector: [1.9255722123720018, -0.11694912837902492] User Vector: [2.1207233241517516, -0.6048840648680767] Predicted: 4.154346567272477 Movie Vector: [2.1817175371772777, 0.31688432429297675] User Vector: [1.485533065156073, -0.2914139467078226] Predicted: 3.1486690287156622 Movie Vector: [1.8660650815743312, -1.2749565693796245] User Vector: [1.6679911910452452, 0.10141384627122976] Predicted: 2.9832818684535516 Movie Vector: [1.4066587787960247, 0.1169915955426325] User Vector: [2.490088094465563, -0.5435175918663567] Predicted: 3.439117287777515 Movie Vector: [2.101851671282542, -0.32121860655848117] User Vector: [2.0577051888342646, -0.4319667119775859] Predicted: 4.463746835459147 Movie Vector: [2.0023398865251885, -0.4535555789821578] User Vector: [2.1087332923820954, -0.8485807830627279] Predicted: 4.6072793297554 Movie Vector: [1.850760018358687, -0.6303787895325379] User Vector: [1.8821313409400073, -0.5531296556755368] Predicted: 3.832054637910882 Movie Vector: [1.6493465379171217, -0.5365712142786259] User Vector: [1.578026891178716, -1.6124089578160823] Predicted: 3.4678854221148425 Movie Vector: [1.8487836342606918, -0.34057460442655385] User Vector: [1.2413422362578705, -1.8433094082730515] Predicted: 2.9227575834684596 Movie Vector: [1.6281750763880913, -0.6090556462108806] User Vector: [1.7567300810699082, -0.2321653116466325] Predicted: 3.001665727851946 Movie Vector: [2.226748125376988, -0.2161272371015489] User Vector: [1.8774697207175604, -0.04027021454570572] Predicted: 4.189355671267134 Movie Vector: [2.1930657777499785, -0.5834274653416914] User Vector: [1.7058876431352594, -0.4750713333236674] Predicted: 4.018293474704031 Movie Vector: [1.689869435939267, -0.26139200531456963] User Vector: [1.7281910192252081, 0.07690115696709633] Predicted: 2.9003158352227696 Movie Vector: [1.421162548454778, -0.5077397454161878] User Vector: [2.046612894684256, -1.9718920245306202] Predicted: 3.909777551633276 Movie Vector: [2.1028360734665714, 0.04429718811007934] User Vector: [1.8294925455648654, -0.36259365644721636] Predicted: 3.8310610415448205 Movie Vector: [2.3124528933681345, 0.11042912098320676] User Vector: [1.6345453924799318, -0.015224724394988554] Predicted: 3.778127969249621 Movie Vector: [1.8169362560985713, 0.6069199952876674] User Vector: [1.9467906197720792, -0.5289661809249935] Predicted: 3.2161543080621664 Movie Vector: [1.4483786538998817, 0.5156659472114388] User Vector: [1.8315085181440058, -0.13922024720230514] Predicted: 2.580926701470995 Movie Vector: [1.8523649965143105, -0.5885027988970085] User Vector: [2.0824329991316928, 0.1912752028815137] Predicted: 3.744860002922499 Movie Vector: [1.8971704581210345, -0.4538400818356555] User Vector: [1.8952189230268355, -0.30714999214660527] Predicted: 3.7349503300101112 Movie Vector: [1.7789714054697132, -0.22716695760107264] User Vector: [2.0576273852660734, 0.4554097560913998] Predicted: 3.557006232746628 Movie Vector: [1.6813946392326449, -0.5424642240024193] User Vector: [2.070167821902076, -0.5036329759963573] Predicted: 3.7539719495639643 Movie Vector: [1.9570908598073908, 0.04525772954740163] User Vector: [2.3610560491307995, -0.32005236016710614] Predicted: 4.606316370089386 Movie Vector: [2.0050557776160702, 0.21520320436651713] User Vector: [1.7498360096066776, 0.47490783222589666] Predicted: 3.610720488216288 Movie Vector: [1.9302960119368426, -0.46977545146337457] User Vector: [1.990800669857464, -0.2857015974722772] Predicted: 3.977050190523404 Movie Vector: [1.8612113415744933, 1.033036973946404] User Vector: [2.1220498964941528, -0.6648935335563617] Predicted: 3.2627237308403014 Movie Vector: [1.3493092663768291, 0.2828439495440954] User Vector: [1.9197141444550216, -0.7359743729393119] Predicted: 2.3821221855024337 Movie Vector: [0.8483828697379537, -0.6769460084666208] User Vector: [2.1373961239426995, -0.8550732807906227] Predicted: 2.3921687017749567 Movie Vector: [1.4610328797348417, 0.7206129827071844] User Vector: [2.0096239076137112, -0.3663508798586497] Predicted: 2.672129404672503 Movie Vector: [1.7895055453444189, 0.11049530078349946] User Vector: [1.9618924171884256, -0.29417478601620783] Predicted: 3.478312428464071 Movie Vector: [1.7980198300100592, -0.13479934339901645] User Vector: [1.742709923307296, -0.4828076065405408] Predicted: 3.198509148411543 Movie Vector: [1.6464852524251843, -0.42193854269463177] User Vector: [2.317803887691148, -0.3210525664758561] Predicted: 3.951694371124428 Movie Vector: [1.7827686723975407, -0.5933535309241732] User Vector: [2.2089853639318724, -0.35721566647994885] Predicted: 4.150065081609732 Movie Vector: [1.4278930564903995, -0.5142245257823003] User Vector: [1.5069282802678252, 0.2666956058124997] Predicted: 2.0145910065962904 Movie Vector: [1.7233992866190724, -0.2255129775869569] User Vector: [2.0221788426909506, -0.5960915964010963] Predicted: 3.6194479657287397 Movie Vector: [1.7147112576914907, -1.0528170529405305] User Vector: [1.7799388628179698, 0.0461956998840605] Predicted: 3.003445585466101 Movie Vector: [1.8970147696201367, -0.103684214919146] User Vector: [1.9332357215093987, -0.23244193741375524] Predicted: 3.6914772766556014 Movie Vector: [1.0106081612736229, -1.703214740685811] User Vector: [2.1083281816498882, -0.6961952321708884] Predicted: 3.3164636488471917 Movie Vector: [2.1947266032730934, -0.5008469825687463] User Vector: [1.9701418580200374, -0.28149621287099874] Predicted: 4.4649092768394265 Movie Vector: [1.4759781263974192, -0.589364126387643] User Vector: [2.3110266929271526, 0.32402540848412825] Predicted: 3.2200558964823953 Movie Vector: [1.3708389969970034, -0.5635506969280851] User Vector: [1.836530159973552, -0.23617307106751356] Predicted: 2.6506826612486334 Movie Vector: [1.9920657490215283, -0.29817163942351294] User Vector: [1.8740623919081678, 0.13662966972853996] Predicted: 3.6925164098327694 Movie Vector: [1.7831794463845034, -0.37190440927307417] User Vector: [1.780935704327009, -0.030900663490049954] Predicted: 3.187220036289645 Movie Vector: [1.4878168319661165, -0.7902189897746325] User Vector: [1.603813641322549, -0.2351123736300852] Predicted: 2.571971193270038 Movie Vector: [1.9154802827424293, -0.4568074764834914] User Vector: [1.6304207597901947, -0.28713403388203557] Predicted: 3.2542037913822264 Movie Vector: [1.8603112566829798, 0.24565664035744963] User Vector: [1.5271399918713033, -0.281502460466519] Predicted: 2.7718027687183793 Movie Vector: [2.1453560313511635, -0.21438144218801417] User Vector: [1.79500817563137, -0.41553157053839396] Predicted: 3.9400138732820795 Movie Vector: [1.6467273225296015, -0.23701006760763593] User Vector: [1.7271168249403983, -0.09100731588432609] Predicted: 2.8656601149204626 Movie Vector: [1.76017243162474, -0.48713796780393614] User Vector: [1.7562033412607723, -0.22534472391584753] Predicted: 3.200994676478172 Movie Vector: [2.1711041249990912, -0.25565784769374655] User Vector: [1.7087873045519641, -0.04773230887094284] Predicted: 3.7221583050102462 Movie Vector: [1.7237167386688128, -0.14396206930392325] User Vector: [1.9011635637420865, -0.36599915142448325] Predicted: 3.3297574529720353 Movie Vector: [1.9648608502436837, 0.07564940175732561] User Vector: [1.9455638940366684, -0.414828551875847] Predicted: 3.7913807952590353 Movie Vector: [1.6074284246689212, -0.5997837109325742] User Vector: [2.30322484916184, 0.01525788620312213] Predicted: 3.6931176593386352 Movie Vector: [1.9959565352794806, -1.0260274864897294] User Vector: [1.7052011499643098, 0.23406444328737952] Predicted: 3.163350826814582 Movie Vector: [1.5503278273512577, -0.5547951191285911] User Vector: [1.6093480222225571, -0.469177499653506] Predicted: 2.755314409557062 Movie Vector: [1.5787708238991252, -0.8385409838902181] User Vector: [1.6094391657917624, -0.14435733677141815] Predicted: 2.661985141000658 Movie Vector: [2.186087910917967, -0.27559438070031966] User Vector: [1.9487330518127985, -0.0044545864983087935] Predicted: 4.261329425181512 Movie Vector: [1.795999055904244, 0.2745486311157404] User Vector: [1.707795747245742, -0.24548473787030525] Predicted: 2.999802050988537 Movie Vector: [1.8174396547635767, -1.3695038853942467] User Vector: [2.3686548155015132, -0.07338532363008256] Predicted: 4.405388675981467 Movie Vector: [1.5367970396962718, 0.2249485833070535] User Vector: [1.7203996803879567, -0.44720770413532374] Predicted: 2.5433063964253826 Movie Vector: [1.8651721249021782, -0.04136439418823239] User Vector: [1.9172162786690516, -0.47923648495001736] Predicted: 3.5957616872550573 Movie Vector: [1.983336987869764, -0.3265712862760799] User Vector: [1.8241399387837802, -0.14771935110413317] Predicted: 3.666125110138303 Movie Vector: [1.2176849641930716, -1.1122387422403652] User Vector: [1.886108440058597, -0.5193344552146549] Predicted: 2.874309789567036 Movie Vector: [1.4152259240048066, -0.2181082506938093] User Vector: [1.779217007347718, -0.6484588005526374] Predicted: 2.6594282478642826 Movie Vector: [0.9566990195997314, -0.7452606290312804] User Vector: [2.026975254935901, 0.4349166599028251] Predicted: 1.615078975614729 Movie Vector: [1.4547120279553645, -0.10313622282745134] User Vector: [1.7256981824323385, -0.2538736539557428] Predicted: 2.5365774723494323 Movie Vector: [2.0174813780429917, -0.3923487582879046] User Vector: [1.7565238517303954, -0.1822532940017273] Predicted: 3.61526101454988 Movie Vector: [2.09107672567218, -0.5832466057519656] User Vector: [1.6344290235980514, -0.21479908909682174] Predicted: 3.5429973306433267 Movie Vector: [2.2140263474676902, -0.24529928348209967] User Vector: [2.380717307869444, -0.3371751504995302] Predicted: 5.353679668320801 Movie Vector: [2.230851700610262, -0.053142326525837565] User Vector: [1.9007634251510108, -0.3957292981857686] Predicted: 4.261351295035948 Movie Vector: [1.9936755275886238, 0.5576531393874489] User Vector: [1.1595712988457128, -0.5183921889765125] Predicted: 2.0227258893861686 Movie Vector: [1.735555463420889, -0.3152739430293431] User Vector: [1.979968595100207, -0.24661516455986204] Predicted: 3.5140966479695646 Movie Vector: [1.8025953257610285, -0.32115082359690217] User Vector: [1.9273113508339528, -0.5709782654971561] Predicted: 3.6575325725197994 Movie Vector: [2.0325257044138167, -0.46570273152812325] User Vector: [1.6908444132177123, -0.5054727233688346] Predicted: 3.6720847600153226 Movie Vector: [2.114715301492767, -0.48805356309428916] User Vector: [2.009031818047639, -1.0384580601783417] Predicted: 4.755353483205199 Movie Vector: [1.6318197917128927, -0.5645365790903148] User Vector: [1.7852975851105555, -0.38506432062453383] Predicted: 3.1306668277757477 Movie Vector: [1.8913063715648155, -0.14511756299299233] User Vector: [1.9457325788929145, -0.04379029359699723] Predicted: 3.6863311645109533 Movie Vector: [1.9307441398506737, -0.2817737973878743] User Vector: [1.492101522042919, -0.49954297427536754] Predicted: 3.0216243905666405 Movie Vector: [1.7437159858565296, -0.4998425558241798] User Vector: [1.5165958023684585, -0.749809153486327] Predicted: 3.0192988683317616 Movie Vector: [1.7426491460170268, -0.49931510726094763] User Vector: [1.6229868931337454, -0.33670679247419416] Predicted: 2.9964195115160908 Movie Vector: [2.132630572590104, -0.49731387321192044] User Vector: [1.5713444387670552, -0.12412388084686896] Predicted: 3.412825718126112 Movie Vector: [1.5676831533443314, -0.3617577656577968] User Vector: [1.783509473221531, -0.4695559696106821] Predicted: 2.965843273417058 Movie Vector: [1.5162356919734157, -0.4634867818272291] User Vector: [2.094345317686069, -0.8207219607719886] Predicted: 3.5559149023661623 Movie Vector: [1.9526236636357364, -0.28187730048185045] User Vector: [1.9533736041734024, 0.22420918255021635] Predicted: 3.7510040443099144 Movie Vector: [1.933944655133588, -0.30764813550474657] User Vector: [1.0855877325143208, -2.5072125098542606] Predicted: 2.870805846945501 Movie Vector: [1.366296663209529, -1.0028033578267215] User Vector: [1.9453116446431695, -0.27765606265690795] Predicted: 2.9363072409318973 Movie Vector: [2.1769921945875086, -0.18445084812472676] User Vector: [1.5120097257851663, -0.4013126606301242] Predicted: 3.365655831791124 Movie Vector: [2.0962245836593523, -0.23614261297574263] User Vector: [1.878243054272449, -0.009893004496719406] Predicted: 3.9395554243853708 Movie Vector: [1.3693321428677416, -0.2844629011442008] User Vector: [1.5490078294549772, -0.6461932723114487] Predicted: 2.3049242233680727 Movie Vector: [1.852278616050588, -0.3457644164114255] User Vector: [1.6351677441791828, 0.020971171431111997] Predicted: 3.021535161347436 Movie Vector: [1.8709928323777676, 0.18333429321526268] User Vector: [2.266801807537937, -0.11018026202043392] Predicted: 4.22097011386066 Movie Vector: [2.1399033428394993, -0.3913532376600037] User Vector: [2.023959267736087, -0.4887248236250813] Predicted: 4.522341244849928 Movie Vector: [1.5029730780437587, -0.6698539583789797] User Vector: [1.9101593978768603, 0.1491731621965033] Predicted: 2.77099391659996 Movie Vector: [1.828559993940904, -0.22338934269725783] User Vector: [1.8496986527892738, -0.09549094276538818] Predicted: 3.4036166162747543 Movie Vector: [2.273345939070664, -0.11259286669419574] User Vector: [1.8219526697191089, -0.01189662041232082] Predicted: 4.143268177481087 Movie Vector: [1.767689409879035, -0.1089487204405323] User Vector: [2.178616153491607, -0.22721738988697912] Predicted: 3.8758717466085355 Movie Vector: [1.801347549831585, -0.2219844965948774] User Vector: [1.7732728714003159, -0.23547545933146835] Predicted: 3.2465526433799217 Movie Vector: [2.040732906540029, 0.0435988949968999] User Vector: [1.998285153809713, -0.3165363543962489] Predicted: 4.064165634751861 Movie Vector: [2.2638314743592542, -0.11253074105450198] User Vector: [2.2887232899996603, -0.2203835941365136] Predicted: 5.206083749164731 Movie Vector: [1.2057617858015783, -0.1323546385487013] User Vector: [1.7172222841614602, 0.0847031064316528] Predicted: 2.059350158933074 Movie Vector: [2.0038436696520265, -0.5178121477513733] User Vector:
avg loss: 1.027554140645149: 97%|████████████████████████████████████████████▍ | 67678/70000 [01:47<00:03, 747.70it/s]
[1.942118523444828, -0.08351264619496299] Predicted: 3.9349457716094736 Movie Vector: [1.8939863954264178, -0.1329495378596781] User Vector: [1.8993410745899046, -0.28790259088622205] Predicted: 3.6356026719548 Movie Vector: [1.6176352488028416, -0.20686902756379202] User Vector: [1.8383803400458103, -0.25405116354384816] Predicted: 3.0263841559180227 Movie Vector: [1.4647860847406926, 0.11806637020977202] User Vector: [1.9987026243649368, -0.5116257632426897] Predicted: 2.8672659949325943 Movie Vector: [1.8913040413312954, -0.5495058381383588] User Vector: [2.1251056836342674, -0.1666505892481472] Predicted: 4.11079643943465 Movie Vector: [1.9234744796222458, -0.5316618672964456] User Vector: [2.103328497563881, -0.29711419229505065] Predicted: 4.203662973602188 Movie Vector: [1.8582605330500455, 0.26559894118870736] User Vector: [1.8168050434320138, -0.4699295205205716] Predicted: 3.251284325372404 Movie Vector: [1.9785450000383242, -0.2661351468003387] User Vector: [2.133171861547672, -0.32320629657401234] Predicted: 4.306593076073109 Movie Vector: [2.187879348823603, -0.23220787777299695] User Vector: [1.7566641247034558, -0.2934030367741607] Predicted: 3.9114996577594616 Movie Vector: [1.7381427336576238, -0.9382973801192247] User Vector: [1.701229341351887, 0.008639468524380958] Predicted: 2.948873027273879 Movie Vector: [1.2646396482647115, -0.12945044967537891] User Vector: [1.8029179180127053, -0.44334787056633596] Predicted: 2.3374330628931674 Movie Vector: [1.5842859981880821, 0.01878729291056902] User Vector: [2.0120987838490056, -0.4082676698240956] Predicted: 3.180069685924347 Movie Vector: [0.8813150961957178, -0.360795574511433] User Vector: [1.9941208800679078, 0.28745006587845806] Predicted: 1.65373812358097 Movie Vector: [1.6340643765745695, -0.5822738575527265] User Vector: [1.9329501457913767, -0.273008888382149] Predicted: 3.317530913516765 Movie Vector: [1.8222665019656865, -0.36828717754571316] User Vector: [1.5521349579062906, -0.30843052484513817] Predicted: 2.9419945477867135 Movie Vector: [2.0944138731275985, -0.41041639016285353] User Vector: [1.7865747897432371, -0.5121418394120075] Predicted: 3.9520184300010985 Movie Vector: [1.7333681702805726, -0.9422945437468914] User Vector: [1.7351803361956426, -0.09216788043051011] Predicted: 3.0945556552966553 Movie Vector: [1.797640250620159, -0.46448635191577603] User Vector: [1.8522665744769151, -0.1726132726010623] Predicted: 3.409885458440736 Movie Vector: [1.8255481789409034, -0.3689392918136655] User Vector: [1.5509214318037872, -0.5823641808644406] Predicted: 3.0461388239755944 Movie Vector: [2.0518271502577794, -0.40723459829567377] User Vector: [1.7036913673181584, -0.12788659189366086] Predicted: 3.5477600480004146 Movie Vector: [2.214947262308326, -0.34749817574006675] User Vector: [1.9137063091956554, -0.6092732799509402] Predicted: 4.450479903725207 Movie Vector: [2.2512929568577795, -0.4039466865086079] User Vector: [1.956678424788105, -0.7260186557413076] Predicted: 4.69832918689117 Movie Vector: [2.1762984666163225, -0.5089531679616479] User Vector: [1.767823808823931, -0.027310061482262317] Predicted: 3.861211786699973 Movie Vector: [1.8448116689848084, 0.6164381539901606] User Vector: [1.6893065247200822, -0.145418234399285] Predicted: 3.026811041326178 Movie Vector: [1.9572585710867687, -0.6738194127199238] User Vector: [1.953248778598739, -0.1434833711245421] Predicted: 3.919694794243358 Movie Vector: [2.154321178911215, -0.3691350402626342] User Vector: [2.2428907765882555, 0.8392508444515645] Predicted: 4.5221102077316235 Movie Vector: [1.8427928933139355, -0.3286309106527169] User Vector: [2.2485436793863576, -0.6198929285056931] Predicted: 4.347316290281153 Movie Vector: [1.9844628136434215, -0.4778144895035565] User Vector: [1.7878232735744932, -0.2352830339106883] Predicted: 3.660290446511715 Movie Vector: [2.1662612759859328, -0.49997043489127807] User Vector: [1.7959268801546315, 0.0664236537094499] Predicted: 3.8572369919490264 Movie Vector: [1.089755373911272, -0.7576883094528136] User Vector: [1.952398032941163, -0.5153580590983124] Predicted: 2.5181170249725127 Movie Vector: [2.0178114975834234, -0.40468123330538824] User Vector: [1.5788845602154462, -0.16239435757835577] Predicted: 3.2516093678663194 Movie Vector: [1.649801058156906, -0.9082539109090054] User Vector: [1.6841548159368245, -0.12437893941309568] Predicted: 2.8914880555892806 Movie Vector: [1.8815477951817001, -0.9044518165466152] User Vector: [1.9574229790331357, -0.30709783541449187] Predicted: 3.9607400855359622 Movie Vector: [2.0439896662829042, -0.06713320592197847] User Vector: [2.1348544594374017, 0.28649313632841666] Predicted: 4.344387251391656 Movie Vector: [2.157026093304456, -0.4155122542772581] User Vector: [2.0855447073436704, 1.8678842930741844] Predicted: 3.722445539148965 Movie Vector: [1.9880950691308967, -0.14919777089499855] User Vector: [2.0318093946696396, -0.5262949530727633] Predicted: 4.117952272788287 Movie Vector: [2.241068296384629, -0.49720364317335974] User Vector: [1.5432953507715104, -0.054456735098880694] Predicted: 3.4857063696583173 Movie Vector: [1.8052616356443156, -0.5427584007198389] User Vector: [1.9764558100813878, -0.3399924465032428] Predicted: 3.7525536050071624 Movie Vector: [1.9510802086214363, 0.027625177682315812] User Vector: [1.8488455936345205, 0.026373432229450856] Predicted: 3.6079746172886944 Movie Vector: [1.8389705873478102, -0.751033067965041] User Vector: [1.9205752439776551, -0.41027160470949164] Predicted: 3.840008926447162 Movie Vector: [2.181409133352475, -0.09356881255083725] User Vector: [1.8823695902592397, -0.4814047984350811] Predicted: 4.151262691882308 Movie Vector: [0.9090252018714031, -0.4030588325052624] User Vector: [1.576913921638667, -1.3314429075566998] Predicted: 1.9701043198186308 Movie Vector: [1.7556391424222761, -0.6337644473386566] User Vector: [1.8634829392934802, -0.6064480153459775] Predicted: 3.6559487807451165 Movie Vector: [1.6444205079031207, 0.006585617548284399] User Vector: [1.6796845194987877, -0.49434788277958586] Predicted: 2.758852084579415 Movie Vector: [1.720775627268203, -0.2112852349184443] User Vector: [2.0175880342651324, -0.3392501856880136] Predicted: 3.5434948704106217 Movie Vector: [2.085394870095141, -0.7607363195691602] User Vector: [1.71713895311669, -1.0067150841316213] Predicted: 4.346757492027133 Movie Vector: [1.8022840365836665, -0.6183376612862309] User Vector: [1.6487806946064376, -1.3662408864268065] Predicted: 3.8163693201832904 Movie Vector: [2.129953835795982, 0.08791425398269231] User Vector: [1.824007332920186, -0.7204906814825276] Predicted: 3.8217100145093315 Movie Vector: [1.8558598312590704, -0.232749634548982] User Vector: [1.8378491999527768, -0.7199193557601355] Predicted: 3.578351473061888 Movie Vector: [1.8991704485107461, -0.7205542300860638] User Vector: [2.0198549085859914, -0.1434886915815007] Predicted: 3.9394401363544542 Movie Vector: [2.1782382611235946, -0.023788452308288223] User Vector: [2.251732156491988, -0.11165690253754303] Predicted: 4.907465281974095 Movie Vector: [1.754341596790409, -0.26140283997491615] User Vector: [2.408045244271202, -0.10306737943096758] Predicted: 4.251476044670318 Movie Vector: [1.9938538585111225, -0.011857585083512263] User Vector: [2.1983033904400457, -0.01848760886014565] Predicted: 4.383314915602018 Movie Vector: [2.1301665422081957, -0.3590031558678086] User Vector: [1.6941387151506928, -0.4942899962450443] Predicted: 3.786249277439445 Movie Vector: [1.595184994643057, -0.005931582274978401] User Vector: [1.7967853960492142, -0.6511663615591154] Predicted: 2.8700675492197747 Movie Vector: [2.0584073320651264, -0.23737343783596362] User Vector: [1.541200754794002, -0.2915556341988713] Predicted: 3.2416264970625117 Movie Vector: [1.8221172209872496, -0.37716768146905644] User Vector: [2.158665054782451, 0.3169739361614324] Predicted: 3.8137884460743607 Movie Vector: [2.007500906510948, -0.022653195982957768] User Vector: [2.1091964302554436, 0.2873358537770606] Predicted: 4.227704670338916 Movie Vector: [1.6420397862558425, 0.5124998210613296] User Vector: [0.9291892550350009, -0.07184268208355796] Predicted: 1.4889463640165088 Movie Vector: [2.0324602412947836, -0.274304083288537] User Vector: [2.2431215790712757, -0.018754145689169093] Predicted: 4.564199764593869 Movie Vector: [2.189585076325501, -0.4868433323052808] User Vector: [2.028125184833494, -0.24379545623529064] Predicted: 4.559442829945793 Movie Vector: [2.363036822548338, -0.12098525218814417] User Vector: [1.8173141630190444, -0.7010127001246275] Predicted: 4.379192483664284 Movie Vector: [2.195708852805102, 0.21308874111958967] User Vector: [1.5855541504789055, -0.9145518914101587] Predicted: 3.2865345735792753 Movie Vector: [2.1534754088135015, -0.22998497036535825] User Vector: [1.5180895320780792, -0.25492321533887197] Predicted: 3.3277969838324912 Movie Vector: [1.4644178379548738, -1.7724458772335099] User Vector: [1.983498801382462, -0.33506454320001594] Predicted: 3.498554794508586 Movie Vector: [1.956324323202537, -0.38132543831361226] User Vector: [2.396793441056937, -0.6945644854370842] Predicted: 4.953760413278356 Movie Vector: [1.8443613884082173, -0.40159112800470176] User Vector: [2.2237526147448516, -0.03602166853243541] Predicted: 4.115869442505771 Movie Vector: [1.9395417249816753, -0.09515727636843363] User Vector: [2.183178957992509, -0.32993277787878317] Predicted: 4.2657621866561035 Movie Vector: [1.8340997410409772, -0.26273048907755314] User Vector: [1.973252727500355, 1.2386777524507406] Predicted: 3.293703904805936 Movie Vector: [1.5555841916401183, -0.9838697244202236] User Vector: [1.927909564221446, -0.001829423924517444] Predicted: 3.000825555827134 Movie Vector: [1.6591846686282081, 0.002240378004347639] User Vector: [1.8882633010753993, -0.09426168816661919] Predicted: 3.132766337664772 Movie Vector: [2.0540439528669037, -0.12796919981706176] User Vector: [2.0610696552116883, -0.24993880845188027] Predicted: 4.26551213104586 Movie Vector: [1.9203511481024096, 0.08493296050544029] User Vector: [1.5663896587488557, 0.05028646759213206] Predicted: 3.0122891581200673 Movie Vector: [1.4550407491335482, -1.1309557890321966] User Vector: [1.7125719710400218, 0.17891859056080978] Predicted: 2.2895129879269613 Movie Vector: [1.9295361309689376, -0.5024861639403797] User Vector: [1.9647108837804728, 0.6684965274316219] Predicted: 3.455070381485755 Movie Vector: [1.512022594615353, -1.420043236226998] User Vector: [2.2735450762613354, -0.6166192888251782] Predicted: 4.313277575606921 Movie Vector: [1.432465083557395, -1.1285922626070473] User Vector: [1.7997846523481364, -0.47236222453063614] Predicted: 3.1112330241643193 Movie Vector: [2.3839908613642344, -0.24782451715028309] User Vector: [1.7465207220127976, -1.1551646704306309] Predicted: 4.449967567140312 Movie Vector: [2.1790584586642074, 0.03415957038734119] User Vector: [2.371609317582834, -0.7907383559278582] Predicted: 5.140864061598435 Movie Vector: [2.303134518758405, -0.10590286652313093] User Vector: [1.7899744974741898, -0.3917412071872527] Predicted: 4.164038569606398 Movie Vector: [2.037707656471907, -0.5571224277439075] User Vector: [1.8854998250486565, -0.6143958441996312] Predicted: 4.184391134094355 Movie Vector: [2.266098969194269, -0.22766183112129998] User Vector: [1.8388221814568788, 0.16537614839658493] Predicted: 4.129303213163235 Movie Vector: [2.073507785856695, 0.7529697848143332] User Vector: [1.7919187499199927, 0.4390804903389964] Predicted: 4.046171821908427 Movie Vector: [1.9360020734845647, -0.41041424373588803] User Vector: [1.5571103012205927, -1.2587136078227372] Predicted: 3.5311627652418824 Movie Vector: [1.6746968998793939, -0.8648815535020619] User Vector: [1.9144874463220622, -0.40827176644514346] Predicted: 3.559292910827682 Movie Vector: [1.9626117139262467, -0.43192454810993275] User Vector: [2.0055290134831827, -0.1867187528921776] Predicted: 4.016723147447648 Movie Vector: [2.4056007191128033, -0.15980729233281635] User Vector: [2.0008547267832717, 0.07692118350453614] Predicted: 4.800965003531195 Movie Vector: [2.0084488728034033, -0.5180101751615412] User Vector: [2.233342201329409, -0.33523503228786744] Predicted: 4.659208784640047 Movie Vector: [1.9839551524266048, -0.2995883945139403] User Vector: [1.9033237258376237, -0.2873416152900086] Predicted: 3.862193125813132 Movie Vector: [1.8416198457985011, 0.26990317306516604] User Vector: [1.662724886516622, -0.11975580546230617] Predicted: 3.0297846772248205 Movie Vector: [1.4160139405945344, -0.22814885394677542] User Vector: [1.764163062514467, -0.3373033687203521] Predicted: 2.5750348670083674 Movie Vector: [2.0685119010697695, 0.0010001074034419744] User Vector: [1.788429113225781, 0.4378132701198858] Predicted: 3.699824765219954 Movie Vector: [1.5515392839900284, -0.7843688118920018] User Vector: [2.227537155069231, -0.5746900127791387] Predicted: 3.906880325167072 Movie Vector: [1.777273406169318, -0.21232781983315954] User Vector: [2.50766930174919, -0.19616536814528446] Predicted: 4.498465326411075 Movie Vector: [2.2345290152249464, -0.011260750917531145] User Vector: [1.303258766402215, -0.47820121192698667] Predicted: 2.917554432607991 Movie Vector: [2.213001444326381, 0.12848138663558997] User Vector: [1.8642690441902205, -0.38727622987166044] Predicted: 4.075872300381005 Movie Vector: [2.1021071527541415, -0.46469951268749116] User Vector: [2.0738730154204794, 0.06032336100198733] Predicted: 4.3314710631578945 Movie Vector: [2.282376084529024, -0.37512378051131584] User Vector: [1.6776142110980987, -0.34347888640049096] Predicted: 3.957793652868695 Movie Vector: [1.9427487834438624, -0.5647614365445667] User Vector: [1.9780718126420433, 0.055908621702188764] Predicted: 3.8113215740671706 Movie Vector: [1.5304701379723622, -0.8218274584530587] User Vector: [1.6925189198359996, -1.5666349237474197] Predicted: 3.877853262469379 Movie Vector: [2.0360592425130006, 0.04433922205681326] User Vector: [1.8882132085509216, -0.21694313043739782] Predicted: 3.834894865471068 Movie Vector: [1.994607815362033, 0.28204728510219523] User Vector: [2.0170356845576554, -0.4537369727379502] Predicted: 3.89521985897158 Movie Vector: [2.2013231068753947, -0.16766057397612888] User Vector: [1.5036194839854735, -0.04565424320521432] Predicted: 3.3176067306655126 Movie Vector: [2.1210361508747075, -0.11106998263161416] User Vector: [2.078746154479951, -0.1309937258311901] Predicted: 4.423645212996676 Movie Vector: [2.0069285773306014, 0.7642431654047288] User Vector: [2.0588822421990547, 0.4518007417221669] Predicted: 4.477315238213741 Movie Vector: [1.9192139803466741, -0.1367735414351877] User Vector: [1.8648117303485305, -0.00443441632661809] Predicted: 3.5795792544245617 Movie Vector: [1.7595137526186713, 0.44710211376268844] User Vector: [1.5230717730907848, -0.2894650184862657] Predicted: 2.550445309352975 Movie Vector: [2.0333085979990138, 0.12671890115380244] User Vector: [1.9021189873134976, -0.46548781381390725] Predicted: 3.8086087870547276 Movie Vector: [1.9087394449270831, 0.08761547563856928] User Vector: [1.5519802685786106, -0.16381433914126173] Predicted: 2.947973285144243 Movie Vector: [2.0297764468989272, 0.6309725569208742] User Vector: [2.202399054247101, -0.45436245491492533] Predicted: 4.183687487036722 Movie Vector: [2.138130962066749, -0.07453248620581272] User Vector: [2.170280200091495, -0.39028496401884666] Predicted: 4.669432200873115 Movie Vector: [2.042113478252934, -0.5392223042555262] User Vector: [1.868933245503229, -0.08816924371962655] Predicted: 3.864116593360108 Movie Vector: [1.6777407565263665, -0.2120538979458749] User Vector: [2.0240471507849747, -0.14507924805440256] Predicted: 3.4265910180640122 Movie Vector: [2.193390279347461, -0.35451606020558535] User Vector: [1.84054912126572, -0.2093380883765389] Predicted: 4.1112562655879605 Movie Vector: [1.9909415315251553, -0.13559411569854415] User Vector: [2.2184202662791375, -0.13080029929921114] Predicted: 4.43448079342881 Movie Vector: [1.2960142208274266, -0.4912147384066316] User Vector: [2.2015675910868637, -0.7934039807539975] Predicted: 3.2429946350182113 Movie Vector: [1.4329565312075405, -0.7318729961297641] User Vector: [2.0229590052064004, -1.0310218539060716] Predicted: 3.653389372169121 Movie Vector: [-0.012992366743265399, 0.1131801619081698] User Vector: [1.3268506211726774, -0.4503426551389362] Predicted: -0.06820878450658481 Movie Vector: [1.9600438977806462, -0.2427471304330903] User Vector: [1.8932821806991877, -0.5863977811641087] Predicted: 3.8532625637261964 Movie Vector: [1.996427054365294, -0.7016334909791224] User Vector: [1.612672440125732, -0.2829013799670927] Predicted: 3.418075972125428 Movie Vector: [1.8843489142122913, -0.9048912808832696] User Vector: [1.7605905021866672, -0.45930665514363206] Predicted: 3.7331893886590506 Movie Vector: [1.9582118272985614, 0.4374219973224617] User Vector: [2.3192612675422666, -0.6202608523117631] Predicted: 4.270289103817575 Movie Vector: [1.3801957548889934, -1.0214893760596788] User Vector: [2.292149174213642, -0.9237339420044239] Predicted: 4.1071989678852265 Movie Vector: [2.400681250534834, -0.37916010972316927] User Vector: [2.0126887903337454, -0.3872965160649411] Predicted: 4.978671631642443 Movie Vector: [2.203260629618837, -0.13964038319769154] User Vector: [1.917321033404867, -0.40382876405884766] Predicted: 4.280748750600473 Movie Vector: [1.569903645260434, -0.36234236879578574] User Vector: [1.7774849856930854, -0.39231469751575637] Predicted: 2.932632395246527 Movie Vector: [2.292431892750003, -0.10356056520066993] User Vector: [1.8571908850535512, -0.8402090040399489] Predicted: 4.344496135166434 Movie Vector: [1.9256978436306695, -0.330100940592997] User Vector: [1.6809337598987035, -0.6086393878448515] Predicted: 3.4378829511324582 Movie Vector: [2.34476124947196, -0.1143580937565411] User Vector: [1.9452019697316048, 0.0955893210645258] Predicted: 4.550102788482775 Movie Vector: [1.7776845194969082, -0.2195390679214393] User Vector: [2.108944842570018, 0.2263542317819972] Predicted: 3.699345002044072 Movie Vector: [2.0087549590285017, -0.45059450443784316] User Vector: [1.895416986669539, -0.7755073583969408] Predicted: 4.156867625244066 Movie Vector: [1.95478576860815, -0.5099550941010327] User Vector: [2.35217491287041, -0.33401284439141454] Predicted: 4.768329596448771 Movie Vector: [2.0045260420352307, -0.4804282699502415] User Vector: [1.6492340120608642, 0.17025187735865563] Predicted: 3.2241387116910483 Movie Vector: [1.677440150497576, -0.2965693599407375] User Vector: [1.8920960209545379, -0.47343109951401463] Predicted: 3.3142829923047556 Movie Vector: [1.948486698506695, -0.7468884412266431] User Vector: [2.205103781015211, -0.5054875959562103] Predicted: 4.674158228738095 Movie Vector: [1.5836425582655658, -0.890873159141972] User Vector: [2.1762498016530856, -0.5487620837352448] Predicted: 3.9352792144693716 Movie Vector: [2.091438666811996, -0.1843133071554302] User Vector: [2.2013864326353363, 0.3690182201989273] Predicted: 4.536049737243388 Movie Vector: [2.3144245257257747, -0.07767456437060138] User Vector: [1.4973956890874704, 0.06087850298692733] Predicted: 3.4608805963410445
avg loss: 1.0275239291651883: 97%|███████████████████████████████████████████▌ | 67855/70000 [01:47<00:02, 764.32it/s]
Movie Vector: [1.7580575965990253, -1.1187901475627073] User Vector: [1.9478392776651097, -0.4040598372373787] Predicted: 3.8764718039800745 Movie Vector: [1.3887198843995903, -0.9500759634927439] User Vector: [1.9162862074509448, -0.5781686183146795] Predicted: 3.2104888675943926 Movie Vector: [1.7907973368879582, 0.12977753441325318] User Vector: [2.0530342318654284, -0.10023427706588711] Predicted: 3.663560077623118 Movie Vector: [1.6861528358672022, -0.2866539941764879] User Vector: [1.5555999519699522, -0.16364818745259815] Predicted: 2.669889677062048 Movie Vector: [2.3259735378031947, -0.22279769468751406] User Vector: [1.8461901555661995, -0.5089235986789185] Predicted: 4.40757645215748 Movie Vector: [2.2691113620050056, -0.09301015809463238] User Vector: [1.9950610083952682, 0.01288206643328984] Predicted: 4.525817439007321 Movie Vector: [1.5330483009186684, 0.6385329500227981] User Vector: [1.7883798686536563, -0.5101727316320692] Predicted: 2.4159106196864246 Movie Vector: [2.110112696765553, -1.0103578404854319] User Vector: [2.1252280070464455, -0.9849297201617984] Predicted: 5.479602066283052 Movie Vector: [1.9251065784986057, -0.30510111059328987] User Vector: [1.879916326655852, -0.22415904977853746] Predicted: 3.6874304625090826 Movie Vector: [1.28664456331707, -0.796130944004926] User Vector: [1.8532826826824678, -0.21135479511833535] Predicted: 2.5527821805205995 Movie Vector: [0.9862883848644609, -1.6951840590628622] User Vector: [1.8445191613608076, 0.04085502127264368] Predicted: 1.7499710437160414 Movie Vector: [1.6145045236012925, 0.15885647173387965] User Vector: [2.1977065135732894, -0.5829360527022558] Predicted: 3.4556039431333456 Movie Vector: [1.955773378837419, -1.0440048792548207] User Vector: [1.644863812967944, -0.1942130793956244] Predicted: 3.419740259719852 Movie Vector: [1.8440203085224924, -0.9321275043424195] User Vector: [1.3095224738761444, -0.9762446584753155] Predicted: 3.324770533426439 Movie Vector: [1.8527994980706537, -0.035989883883689365] User Vector: [1.8661158432916507, -0.3692487826734905] Predicted: 3.4708277186050775 Movie Vector: [1.5952914383008039, -1.7390666896262867] User Vector: [1.973599128285511, -0.287493531815885] Predicted: 3.6484362166558264 Movie Vector: [2.2119526490015997, -0.19372993723274923] User Vector: [1.813623605203475, -0.34476195499920476] Predicted: 4.0784402497238945 Movie Vector: [1.7860632591898966, -0.3566311752408759] User Vector: [2.062774691784596, -0.3032178894996989] Predicted: 3.7923830412695656 Movie Vector: [1.9596802510587816, -0.07909748409542645] User Vector: [1.8035698403433824, -0.1633648438309712] Predicted: 3.5473419456628386 Movie Vector: [1.946793272928562, 0.25019891028921315] User Vector: [1.84355762674133, -0.16869100091545614] Predicted: 3.5468192813915222 Movie Vector: [1.9000300779825157, -0.5070078880832651] User Vector: [2.3919644196851966, -0.10067128210100018] Predicted: 4.595845476994529 Movie Vector: [2.109223080380983, -0.13466058229771202] User Vector: [2.102097882882581, 0.4563940042817377] Predicted: 4.372335089422176 Movie Vector: [1.334402513040193, -0.7748894554837259] User Vector: [1.655018915540532, -0.29778381972915735] Predicted: 2.4392109419481316 Movie Vector: [1.7382003872186635, 0.5513475161767651] User Vector: [1.6975337939744464, -0.40376231584949146] Predicted: 2.728040548033754 Movie Vector: [1.684370586058644, -0.6132020234910308] User Vector: [2.0146276324518952, 0.07160578621193932] Predicted: 3.3494707129641097 Movie Vector: [1.6389046700568852, -0.3645025092199259] User Vector: [1.3649105616705923, -0.17859351904514037] Predicted: 2.3020560795542706 Movie Vector: [1.4284140063638835, -0.09778583198048879] User Vector: [1.6282840729354293, -0.13121473820056032] Predicted: 2.338694718463242 Movie Vector: [2.1024182697681826, -0.07336737019924658] User Vector: [1.8790477318066345, -0.09083998492424818] Predicted: 3.9572089719195636 Movie Vector: [2.164706724453976, -0.11382191611324922] User Vector: [2.3042955763757544, 1.1570923996787708] Predicted: 4.8564216552586315 Movie Vector: [2.1899894249321252, -0.4609519466104704] User Vector: [1.731079892813759, -0.7065290572046702] Predicted: 4.116722603230122 Movie Vector: [1.9423747972072025, -0.37642453099963025] User Vector: [1.6633745924137044, 0.02374736419749524] Predicted: 3.2219577961886627 Movie Vector: [1.501012091563115, -0.27747274931749205] User Vector: [2.4633776294634613, -0.47907670427476545] Predicted: 3.8304903381798203 Movie Vector: [2.2585656030235937, -0.15518610485613926] User Vector: [1.6106496985391117, -0.13000753079142205] Predicted: 3.6579333699462433 Movie Vector: [2.058414927091897, -0.491917271826867] User Vector: [1.9949726243713097, -0.3317182564266398] Predicted: 4.269659368862158 Movie Vector: [1.8020188323520925, -0.5116320130478335] User Vector: [1.958657187163172, -0.6477605578679159] Predicted: 3.860952175584762 Movie Vector: [1.530777561814236, -0.45073695695546057] User Vector: [1.7180457128159095, -0.36179818418260123] Predicted: 2.793021639920216 Movie Vector: [2.0366702168739224, -0.13829032516845238] User Vector: [1.8043938256126406, -0.5016187944972679] Predicted: 3.7443241903380975 Movie Vector: [2.0298942838961525, -0.41700939151241206] User Vector: [1.7008507280096088, -0.9914690016133277] Predicted: 3.865999055613507 Movie Vector: [1.7378452291999884, 0.22819055840113364] User Vector: [1.6281765041875458, -0.7071209030871711] Predicted: 2.668160456365266 Movie Vector: [1.8780018152143347, -0.29948439306808583] User Vector: [2.184475480003636, -0.6619697896752691] Predicted: 4.300698537428341 Movie Vector: [1.7247319267707653, -0.3084024790800567] User Vector: [1.613488661497532, -0.44342467468488744] Predicted: 2.919588676925508 Movie Vector: [2.2385033046513425, 0.015529545074367277] User Vector: [1.8467595419419183, -0.15487516653291275] Predicted: 4.13157219665381 Movie Vector: [1.387079479557249, -0.2807884597238508] User Vector: [1.9131444692376756, -0.5171924699963826] Predicted: 2.7989051117390824 Movie Vector: [2.164281094176288, -0.07923510634169625] User Vector: [1.8158398610976452, -0.29234673977575726] Predicted: 3.9531520064401104 Movie Vector: [2.0448335365148482, -0.23480562403374675] User Vector: [1.7789162604033715, -0.46810694616234855] Predicted: 3.7475017715325762 Movie Vector: [2.179149031601829, 0.22264049045485712] User Vector: [1.7854612586318568, -0.47000636261744283] Predicted: 3.7861437256201427 Movie Vector: [1.90214458227431, -0.630754478566973] User Vector: [1.6972465625595703, -0.251856490042467] Predicted: 3.3872679628068267 Movie Vector: [2.2575764691329168, -0.24384888897462248] User Vector: [1.840320378482093, -0.8293245448421851] Predicted: 4.356893850986108 Movie Vector: [2.3218839783843452, -0.011035146200506277] User Vector: [2.009164640715137, -0.1858745759962732] Predicted: 4.667098342333892 Movie Vector: [1.8096136468311017, -0.0680396500623845] User Vector: [1.8942224105774734, -0.006530380055583709] Predicted: 3.4282550490880586 Movie Vector: [1.593535493933573, -0.5101330343388111] User Vector: [1.619050036924478, -0.7030234625850648] Predicted: 2.9386491924735147 Movie Vector: [1.6808064254318538, -0.20456455710191374] User Vector: [1.9750832740689606, -0.4074896752158208] Predicted: 3.403090602752219 Movie Vector: [2.051135399259157, -0.5323804326937033] User Vector: [2.165707911541915, 0.28669816257766056] Predicted: 4.2895276699736575 Movie Vector: [1.9754626973624274, -0.28918010599397104] User Vector: [1.6509488135187256, -0.3735321042100224] Predicted: 3.369405849848606 Movie Vector: [1.333030577688909, -0.9160290785720807] User Vector: [2.22910712024281, -0.8009197996973417] Predicted: 3.7051337783546243 Movie Vector: [1.3423673767599886, -1.118998617890038] User Vector: [1.9327954894176065, -0.17071181973695876] Predicted: 2.785547901286201 Movie Vector: [1.7196889271522302, -0.4601078694544749] User Vector: [1.7222703192480389, -0.3941782508548514] Predicted: 3.143133712759906 Movie Vector: [1.1214893219415938, -0.32190503580833424] User Vector: [1.8661690472499193, -0.23728852274881795] Predicted: 2.169273029841067 Movie Vector: [2.316072447780984, -0.6144436812158416] User Vector: [1.9167435503131247, -0.16784056266873873] Predicted: 4.542445499525651 Movie Vector: [2.2280806505834914, -0.3436489080802019] User Vector: [1.930976888026848, -0.5336980685405965] Predicted: 4.485776999435034 Movie Vector: [2.0894001122031987, -0.005840439700669909] User Vector: [1.8713998925294173, -0.14799781301072326] Predicted: 3.9109675177307386 Movie Vector: [2.0937615736032313, -0.5753877668752476] User Vector: [1.8225086905748038, -0.05071849367951603] Predicted: 3.845081464700999 Movie Vector: [2.3035939053959495, -0.09278750504648914] User Vector: [2.099396030759715, -0.3185924912548835] Predicted: 4.865717303860612 Movie Vector: [2.163904719146365, -0.23237100023806115] User Vector: [1.8389358521837764, -0.2482061985937407] Predicted: 4.036957891380431 Movie Vector: [1.8111019052240929, -0.4549996614960537] User Vector: [1.8442125361392046, -0.5165727514323738] Predicted: 3.575097264879685 Movie Vector: [1.8231159553364258, -0.21591390693316562] User Vector: [1.9410060275299643, -0.2587692451645505] Predicted: 3.5945509369116757 Movie Vector: [2.2728738127355395, -0.20531078534780411] User Vector: [2.2974299375914917, -0.3197312389754935] Predicted: 5.2874126135206305 Movie Vector: [1.9135523778163028, -0.14561822745001013] User Vector: [1.8553492436173704, -0.024468108974088066] Predicted: 3.5538709594615585 Movie Vector: [2.318857897905155, 0.17414597624122194] User Vector: [1.705922297098907, 0.15666529672255614] Predicted: 3.983074022881175 Movie Vector: [1.4514881854019153, -0.6375474334851724] User Vector: [1.5935841244551652, -0.2659562165390823] Predicted: 2.4826282323646462 Movie Vector: [1.9187552682254898, -0.1062981763517559] User Vector: [1.633928114264748, -0.17343359160237654] Predicted: 3.153543851652693 Movie Vector: [1.386856380558374, -0.28264583004426486] User Vector: [1.7552545018798948, 0.09323673688224485] Predicted: 2.407932930549242 Movie Vector: [2.0949793318725156, -0.6909062024218093] User Vector: [1.6169880700869526, -0.13476764229852378] Predicted: 3.480668386666406 Movie Vector: [1.784893260778677, -0.2947783186860147] User Vector: [1.9774884912717878, 0.11916553239693142] Predicted: 3.4944784660531165 Movie Vector: [1.0923174696819935, -0.21511771626130954] User Vector: [2.259459892641553, -0.1335953245458579] Predicted: 2.496786233897663 Movie Vector: [1.6821484409264382, -0.5890652261693365] User Vector: [2.17089481841333, -0.5855741445948787] Predicted: 3.9967087001339645 Movie Vector: [2.1434617172433574, -0.034948175518589635] User Vector: [2.214908979449423, -0.4826935708050145] Predicted: 4.764441864262581 Movie Vector: [1.7317434030878258, -0.6796064263244601] User Vector: [1.5609553159629443, -0.509591532536903] Predicted: 3.0494957512463112 Movie Vector: [1.3521157140255629, -0.27728079381104476] User Vector: [1.9585322145619253, -0.625938684076519] Predicted: 2.821722958932243 Movie Vector: [1.8532079554911967, -0.023086453685749464] User Vector: [1.8647402754218099, 0.11465795341591085] Predicted: 3.453104467805304 Movie Vector: [2.3181814403076912, -0.13475994721358067] User Vector: [1.8020218506788626, -0.14780388257700108] Predicted: 4.197331652686696 Movie Vector: [1.953867051012293, 0.6201972749525876] User Vector: [1.7883681081655558, -0.3736021321799427] Predicted: 3.2625264973313914 Movie Vector: [2.2278151343759687, 0.30784145406106667] User Vector: [1.715138198036038, -0.5110390401561117] Predicted: 3.6636918339273836 Movie Vector: [1.6343150380566462, -0.618444889237987] User Vector: [1.9935122113916175, -0.31663832512188667] Predicted: 3.453850339535387 Movie Vector: [2.060346309521954, -0.6773809554310423] User Vector: [1.8337580645522698, -0.6212803721629641] Predicted: 4.199020152942692 Movie Vector: [1.5644788514376393, -0.8304363863500005] User Vector: [1.759885257836073, -0.14874316803654908] Predicted: 2.876825005799936 Movie Vector: [1.086111605839343, -0.45544095844347077] User Vector: [1.5337884038648006, -0.6430316128268017] Predicted: 1.9587283203946506 Movie Vector: [2.2651724919336145, 0.08955398040839317] User Vector: [1.6735462065511868, -0.09820874493917048] Predicted: 3.782075847039384 Movie Vector: [1.5885430076570324, -0.663171407695758] User Vector: [1.767523604901845, -0.584489527336764] Predicted: 3.195404006062927 Movie Vector: [1.7437652294982795, -0.20752770043027038] User Vector: [1.968999816868663, 0.12241947227043805] Predicted: 3.4080679859758836 Movie Vector: [2.1703272748676232, -0.16826970026333476] User Vector: [1.7588693124176968, -0.2941673220498945] Predicted: 3.8668214887763934 Movie Vector: [2.0989643727135774, -0.4681799710033063] User Vector: [1.8665791549593402, -0.5278193056428011] Predicted: 4.164997572320303 Movie Vector: [2.306130610793132, -0.18277456975145337] User Vector: [1.910741133028624, 0.15815086811106888] Predicted: 4.377512659304043 Movie Vector: [2.1063782347376243, 0.8373279396625476] User Vector: [2.1300810100593206, -0.17534931080085825] Predicted: 4.339931400682757 Movie Vector: [1.9036290904352968, -0.7208709680325691] User Vector: [1.6059743559520925, -0.3112079061775646] Predicted: 3.2815202470691034 Movie Vector: [1.6667818659186902, -0.9482622295978099] User Vector: [1.6462792834602002, 0.18284495708040818] Predicted: 2.5706034892372926 Movie Vector: [1.9469823996838957, -0.5584257464922012] User Vector: [1.818403836792818, -0.5515752761903713] Predicted: 3.848414101106534 Movie Vector: [1.1900208000078383, -0.4263199493477263] User Vector: [1.9549830570055489, -0.19476065089381464] Predicted: 2.409500852323494 Movie Vector: [1.4110911590564854, -0.2407237202901284] User Vector: [1.8614336665690636, 0.1742561347965945] Predicted: 2.584705005014089 Movie Vector: [1.2747613322039935, -0.6559253219513336] User Vector: [1.6988091635685492, -0.18799443391043516] Predicted: 2.2888865420987563 Movie Vector: [2.349484684267793, -0.17918617976096793] User Vector: [1.8840321633342603, -0.5300000364291232] Predicted: 4.52147339422267 Movie Vector: [2.0680920449446134, -0.2746019913658573] User Vector: [1.9832664198485015, -0.5909997663136309] Predicted: 4.263867218620948 Movie Vector: [2.1002805094907964, -0.25925071010770345] User Vector: [1.9583890598796252, -0.1693463604910297] Predicted: 4.1570695366766355 Movie Vector: [1.7332021117926568, -0.7847911018607227] User Vector: [1.7998853896951328, -0.11167556212361923] Predicted: 3.207207145854264 Movie Vector: [1.7545277406825757, -0.5077966108997004] User Vector: [2.267559647822168, -0.6626410051166788] Predicted: 4.314983162397826 Movie Vector: [1.7866855144668783, -0.2883708300836211] User Vector: [1.5005984952850748, -0.16924018259906917] Predicted: 2.7299015264962345 Movie Vector: [2.3057575250118743, -0.1162747788093749] User Vector: [2.271717947907019, -0.21953829104339714] Predicted: 5.263557519322401 Movie Vector: [2.013410014665384, -0.2977657999689938] User Vector: [1.5930419046243829, -0.20325532488822468] Predicted: 3.26796900896565 Movie Vector: [2.149594215783769, 0.5055261045216344] User Vector: [1.5066004555683836, 0.12896239075895993] Predicted: 3.3037734798171625 Movie Vector: [1.8137769307410476, -0.4279344627866175] User Vector: [1.4816556753463697, -0.6870011874248024] Predicted: 2.9813843673191935 Movie Vector: [1.2782575249104602, -0.984205660119649] User Vector: [1.1470766757984563, -0.47741414332859966] Predicted: 1.9361330945738344 Movie Vector: [2.157315687135513, -0.12421902410397637] User Vector: [1.8291615103562417, -0.5546607493262095] Predicted: 4.0149782375860905 Movie Vector: [1.86228168947591, -0.6337648327056427] User Vector: [1.8304566181222433, -0.043603428893452395] Predicted: 3.436460163127103 Movie Vector: [2.0345721683153157, -0.27388718677052415] User Vector: [1.8195356077631113, -0.29248204238540354] Predicted: 3.7820835905833547 Movie Vector: [1.8001134657002116, -0.4261464835963807] User Vector: [1.8773368917810707, -0.6035673625147272] Predicted: 3.6366275277000795 Movie Vector: [1.7525554906439555, -0.9387357325513558] User Vector: [2.0936942599365453, -0.3255425036021431] Predicted: 3.974913751577086 Movie Vector: [1.62891598132918, -0.5500767906141719] User Vector: [1.7217624976416503, -0.7045679192224374] Predicted: 3.1921729082373123 Movie Vector: [1.4646871962837984, -0.288120236817947] User Vector: [2.0512865415557004, -1.9735617816426778] Predicted: 3.5731162212276457 Movie Vector: [2.167771103897904, -0.29986474544945463] User Vector: [1.7781218429894468, -0.37820023394876845] Predicted: 3.9679700673241802 Movie Vector: [1.7880504568856714, -0.6854307183843631] User Vector: [2.100285546332864, -0.11000296020840412] Predicted: 3.830815938750902 Movie Vector: [1.7557273714602601, -0.544553585686432] User Vector: [1.9673185303892273, -0.6277405096170383] Predicted: 3.795913337577926 Movie Vector: [1.8489319529154016, -0.14890424971479452] User Vector: [1.7092593346257958, -0.5431273802037512] Predicted: 3.241178174657354 Movie Vector: [1.4679176833954688, -0.5981219926849167] User Vector: [1.740683459902249, -0.5906643031625474] Predicted: 2.908469341999949 Movie Vector: [1.6587078412663367, -0.6141141528531071] User Vector: [1.246326649249788, -0.6134437718162595] Predicted: 2.4440162881417793 Movie Vector: [2.0668751335468065, -0.01456464435591213] User Vector: [1.9037656314122329, -0.5876961335022935] Predicted: 3.9434054288407845 Movie Vector: [1.840068785082272, -1.1165666146261646] User Vector: [1.8837642334508942, -0.46672313160581735] Predicted: 3.9873832314522533 Movie Vector: [1.7676201635481994, 0.0429451373693969] User Vector: [2.3650279350469945, -0.55391882620246] Predicted: 4.156682945261069 Movie Vector: [1.5587202700159788, 0.1793069219332522] User Vector: [2.1850828700599187, -0.3227882008137887] Predicted: 3.3480548025027934 Movie Vector: [0.8238868443230553, -0.5220580038970266] User Vector: [2.010264958701546, -0.3674607377559689] Predicted: 1.8480666723412438 Movie Vector: [1.826122400466111, -0.16628946028533137] User Vector: [2.175042235909517, -0.8330773488040338] Predicted: 4.110425331662822 Movie Vector: [2.167381839328907, -0.07973432037243998] User Vector: [2.0111889664380462, -0.29291753884787636] Predicted: 4.3823700222017 Movie Vector: [1.7294610503012033, -0.3097021535761159] User Vector: [2.006623159291747, 0.11794187081154797] Predicted: 3.433849745240291 Movie Vector: [1.3998581777937218, -0.46445173140600055] User Vector: [1.4095752813796008, -1.1058076823815166] Predicted: 2.4867997775392725 Movie Vector: [2.2314536540569496, -0.3908930845776763] User Vector: [2.0091088353806135, -0.5604038406921564] Predicted: 4.702291238005507 Movie Vector: [1.8335077142598188, -0.7435640230579673] User Vector: [1.6509639467915658, -0.19227568533011827] Predicted: 3.1700244145274636 Movie Vector: [1.7861065203444078, -0.5423204144194019] User Vector: [1.784816478000644, -0.18775548941559703] Predicted: 3.2896959838044753 Movie Vector: [2.123505562432336, -0.3147456504028069] User Vector: [1.8043402525311902, -0.6511944537571671] Predicted: 4.036487184657048 Movie Vector: [2.1129837478854845, -0.3270259084538534] User Vector: [1.8560369684728661, -0.7872440347351101] Predicted: 4.179225145491936 Movie Vector: [1.806283236285407, -1.2785913049228874] User Vector: [1.7184596391617164, 0.013072100640211165] Predicted: 3.087310964235227 Movie Vector: [1.7539137172349994, -0.4001260027884662] User Vector: [1.9340226057739363, -0.48084366825496294] Predicted: 3.584506832654486 Movie Vector: [2.3401237677429814, 0.2659540973231243] User Vector: [1.5821777151436964, 0.4889388237019496] Predicted: 3.8325269595049303 Movie Vector: [1.8569570626378389, -0.11825883366478494] User Vector: [1.7811442735170073, -0.3836871976671246] Predicted: 3.3528828387725738 Movie Vector: [1.9352671400471249, -0.5084909202664878] User Vector: [1.9898738185356313, -0.38938606404948806] Predicted: 4.048936691899573 Movie Vector: [2.3632592742856726, -0.24257112357069102] User Vector: [1.8711617105590623, 0.034062233656151464] Predicted: 4.413777751877647 Movie Vector: [2.099494952651232, -0.15408692493903017] User Vector: [1.4707382432505507, -0.1863025400031779] Predicted: 3.1165143038730916 Movie Vector: [1.4373128399093313, -0.22615811472737407] User Vector: [1.695907093188913, -0.34472535006198257] Predicted: 2.5155114756024877 Movie Vector: [2.0927745218276046, -0.14994237123387097] User Vector: [1.5916044507474947, -0.6606141969133693] Predicted: 3.4299233025077256 Movie Vector: [2.404159796089754, -0.13684807178535194] User Vector: [1.967949162440892, -0.26196015439148024] Predicted: 4.767112999101965 Movie Vector: [1.7501266921502665, -0.1913320180265477] User Vector: [2.228055440999524, -0.2698790075261588] Predicted: 3.951015794016882 Movie Vector: [2.238722987150803, -0.16879614268092752] User Vector: [1.513992465288427, -0.45218334011494166] Predicted: 3.465736538010295 Movie Vector: [1.7832039595800555, -0.40740824836885725] User Vector: [1.7853912938253491, -0.38162806868431565] Predicted: 3.339195247540188
avg loss: 1.0275975151965264: 97%|███████████████████████████████████████████▋ | 67941/70000 [01:48<00:02, 790.91it/s]
Movie Vector: [1.9477909822079023, -0.13684149592172212] User Vector: [1.9503877693902123, -0.4044840792705778] Predicted: 3.8542979155107475 Movie Vector: [1.2222065244856093, -0.37829488263961897] User Vector: [1.7016374396060194, -0.36762025338246923] Predicted: 2.218821241604732 Movie Vector: [1.9746765674071187, -0.7528920833149935] User Vector: [1.6558277119918967, -0.3300864982355733] Predicted: 3.5182436938644734 Movie Vector: [1.8262074892240034, -0.41660026920002524] User Vector: [1.6467647769843436, -0.21120046966667383] Predicted: 3.095320341237412 Movie Vector: [2.1190805062142615, 0.48174129547806804] User Vector: [1.8443892184204416, -0.07606810829176293] Predicted: 3.8717640895934755 Movie Vector: [1.9241395129678158, -0.2905581269728108] User Vector: [1.4618218007695924, -0.18564814109569225] Predicted: 2.866690663931288 Movie Vector: [2.150961863598771, -0.18279477202942035] User Vector: [1.723017876497724, -0.47638611224557365] Predicted: 3.793226633431453 Movie Vector: [1.6390576748116046, -0.3776055875592255] User Vector: [1.9637229198126755, -0.6406586623128918] Predicted: 3.460571413529986 Movie Vector: [1.441719510248632, -1.0135685279221758] User Vector: [1.699507254503285, -0.011333426255488183] Predicted: 2.4616999707925626 Movie Vector: [1.8698075449700633, -0.1934145508113342] User Vector: [2.243434364635323, -0.8107651646117042] Predicted: 4.351604281767097 Movie Vector: [1.83231645663488, -0.5471815131995971] User Vector: [1.8426794118441683, 0.48122916076835176] Predicted: 3.113052110239352 Movie Vector: [1.07776674772677, -1.7861961592159652] User Vector: [2.014555125614792, -0.38759128234838014] Predicted: 2.8635345857264163 Movie Vector: [1.7048063339619233, -0.7016176815956301] User Vector: [1.870789760325428, -0.1668002905456544] Predicted: 3.3063642660560175 Movie Vector: [1.8033229169885636, -0.9379663711666907] User Vector: [2.0954330555247527, -0.5775672796977936] Predicted: 4.320481135485912 Movie Vector: [1.7200448749740151, -0.2150861641120109] User Vector: [1.960585148360957, -0.48690346691256076] Predicted: 3.4770206353794957 Movie Vector: [1.230000457180245, -0.6678654957915013] User Vector: [1.8116351166225417, -0.5056136801044554] Predicted: 2.56599395283144 Movie Vector: [1.7219487106888118, -0.10878053487624685] User Vector: [1.919251617657528, -0.7970277484517412] Predicted: 3.391553953300588 Movie Vector: [1.4644100058938074, -0.22486835418962167] User Vector: [1.7860970888561087, -0.3408373896991165] Predicted: 2.692221991286613 Movie Vector: [1.8159741784866927, 0.12854833790143538] User Vector: [1.8949010573711127, 0.20487706358490693] Predicted: 3.4674279969710384 Movie Vector: [1.824271848025746, 0.39286544248646854] User Vector: [2.046328149981584, -0.6289340967702125] Predicted: 3.485972363611553 Movie Vector: [1.831282275360855, 0.18143441463613644] User Vector: [1.7421325571357642, -0.7731323186762079] Predicted: 3.050063663536511 Movie Vector: [1.6060224981166729, -0.29789513153145614] User Vector: [1.955755112625295, -0.409097304826791] Predicted: 3.262854807113472 Movie Vector: [2.02988461757522, 0.22194178472316084] User Vector: [1.6963551333168505, -0.3801789542819319] Predicted: 3.3590275954371194 Movie Vector: [1.6234355194628498, 0.10246369134995839] User Vector: [1.976675243504872, 0.40623064912417445] Predicted: 3.2506286925974397 Movie Vector: [1.9480761905870327, 0.11010968126488933] User Vector: [1.9519501079422357, -0.462940391095337] Predicted: 3.751573311587907 Movie Vector: [1.858918823962546, -0.8215020419609593] User Vector: [2.013198346162688, 0.02593969923927715] Predicted: 3.721062786159167 Movie Vector: [2.126124280309308, -0.254401405868611] User Vector: [2.3287826729240355, -0.6813078716636228] Predicted: 5.124607064847979 Movie Vector: [1.614947121637742, -0.5189168349351333] User Vector: [1.5564855205599013, -0.12628590862907457] Predicted: 2.5791736953017423 Movie Vector: [1.9835435832510993, -0.04774242834478612] User Vector: [1.756570426236888, -0.061121829910787066] Predicted: 3.4871521020756453 Movie Vector: [2.215216520384964, 0.28505130132984396] User Vector: [1.5354222988150228, -0.643716756672171] Predicted: 3.217800542925268 Movie Vector: [2.168511257717583, -0.35057807989307965] User Vector: [2.264215765196595, -0.37559783468392016] Predicted: 5.041653744425934 Movie Vector: [1.7541048278971594, -0.19181388006077704] User Vector: [1.9592688523719217, -0.0190206732736274] Predicted: 3.4404113822360975 Movie Vector: [1.986255453372637, 0.8028482590215218] User Vector: [2.0647837978812653, 0.044232222013775996] Predicted: 4.136699841013542 Movie Vector: [2.1833350352979117, -0.24095254824996323] User Vector: [1.7918752911846076, 0.1631203572415438] Predicted: 3.8729598363792066 Movie Vector: [2.0527355400123417, -0.4717443995603596] User Vector: [1.7358659672678318, -0.08612663234224605] Predicted: 3.6039035201690273 Movie Vector: [1.9322121581727925, 0.39152038796250316] User Vector: [1.8167525879191422, -0.35285859020282423] Predicted: 3.37220010663714 Movie Vector: [1.5697034379987398, -0.5690087028422566] User Vector: [1.3337115746234136, -1.080637254039039] Predicted: 2.708423646148857 Movie Vector: [2.358660596194654, -0.14194942568224742] User Vector: [2.1160606900407006, -0.2533648104682241] Predicted: 5.027033958089525 Movie Vector: [1.1803143435699615, -0.6341171403672052] User Vector: [2.2735343904590235, -1.1142306070860748] Predicted: 3.3900379779334116 Movie Vector: [1.7940680447055366, -0.1922018448308774] User Vector: [2.190772629748104, -0.3100967861019074] Predicted: 3.9899963426114997 Movie Vector: [1.909955024026641, -0.2938483837746446] User Vector: [1.937039450121186, -0.1668551858467629] Predicted: 3.748688356182251 Movie Vector: [1.8173678482038702, -0.16293632117465834] User Vector: [1.9446986321627657, -0.47984596805774604] Predicted: 3.612417105304477 Movie Vector: [1.826811934111811, 0.10490141661506341] User Vector: [2.1288858084127003, 0.05390647543714767] Predicted: 3.894728866807673 Movie Vector: [1.308963853742055, -0.5008531243583315] User Vector: [2.257268722397793, -0.7393908554189534] Predicted: 3.325009385859782 Movie Vector: [2.0331286408644003, -0.14877486036329948] User Vector: [1.8943591876531212, -0.13867128501011275] Predicted: 3.8721067215659586 Movie Vector: [1.6736280710446225, -0.36904593832785604] User Vector: [1.8502599330551246, -0.19471397876496194] Predicted: 3.1685053656890663 Movie Vector: [1.5399360894616796, -0.8350577339751106] User Vector: [1.5583735102012075, -0.04982450400616707] Predicted: 2.441401946631742 Movie Vector: [2.0649649791374074, 1.181385469306767] User Vector: [2.1341507836416818, -0.20618450817788347] Predicted: 4.163363246461214 Movie Vector: [2.054182430528745, -0.02432588011822698] User Vector: [2.0002975302234747, -1.1996861973126816] Predicted: 4.138159465030423 Movie Vector: [1.8687768909383478, -1.3710944082793477] User Vector: [1.9315347067158317, -0.05625688342164688] Predicted: 3.686740922242569 Movie Vector: [2.3491334405400295, -0.12952333348899908] User Vector: [1.6771853271183284, 0.21600754155202706] Predicted: 3.9119541210761515 Movie Vector: [2.051370211492751, -0.5396590021263745] User Vector: [1.920862644479452, 0.2716646237959659] Predicted: 3.7937941494635705 Movie Vector: [1.8281031960943237, 0.18284524236822927] User Vector: [2.5401595282112193, -0.2000469200363001] Predicted: 4.607096124533324 Movie Vector: [2.079985466930612, 0.8395006052199753] User Vector: [1.6752446088603643, 0.005723881946959344] Predicted: 3.489289642342096 Movie Vector: [2.4748192842950396, 0.14093927882869764] User Vector: [1.867797555080225, -0.5635025458063673] Predicted: 4.543041766047583 Movie Vector: [1.5087615465599937, 0.08569418848998722] User Vector: [1.2002076139718538, -0.8388034122452271] Predicted: 1.7389465181342671 Movie Vector: [1.7055492391237814, 0.05265215228639688] User Vector: [1.884229552185948, -0.6995719099367715] Predicted: 3.1768123123280105 Movie Vector: [1.4520158057233907, -1.2972058768833232] User Vector: [1.9007258041027615, -0.2581337086691654] Predicted: 3.09473647381084 Movie Vector: [1.9045205208395635, -0.007247619892094085] User Vector: [2.1233051618851793, -0.13332709868602788] Predicted: 4.044844556947488 Movie Vector: [2.256946372406657, -0.2342514638244572] User Vector: [2.04169264008654, -0.2197270539462534] Predicted: 4.659462181641432 Movie Vector: [0.9053085831407618, -0.6483121498442279] User Vector: [1.9468507005857243, -0.2937234512080631] Predicted: 1.952925131446227 Movie Vector: [1.736778241437214, 0.2754454755472756] User Vector: [1.8326917318803901, -0.5871952972142819] Predicted: 3.0212388353114346 Movie Vector: [1.778845037405433, -0.9312194973945489] User Vector: [1.9827027249423843, -0.29426420548102367] Predicted: 3.8009454684432344 Movie Vector: [1.8475265934185618, -0.7334426672366992] User Vector: [2.044457614148524, -0.064517404487286] Predicted: 3.8245096284868074 Movie Vector: [1.959054565643989, -0.514082932163853] User Vector: [2.0856481554927266, 0.20406786497571477] Predicted: 3.980990734957858 Movie Vector: [1.5514757934149142, -0.6494983362427289] User Vector: [2.0526078916075763, -0.24330961161779072] Predicted: 3.342600645139198 Movie Vector: [1.3241712565250954, -0.9980318682625747] User Vector: [1.963375593038354, -0.5883586553121493] Predicted: 3.187046214033942 Movie Vector: [1.6921012266056106, -0.6175039757223676] User Vector: [1.7605556675898901, -0.20917183362988784] Predicted: 3.108202843511906 Movie Vector: [1.9452240437796071, -0.9713852575211958] User Vector: [1.6408753292255431, -0.11979164023181346] Predicted: 3.3082339765497717 Movie Vector: [1.4083121515530383, -0.0961659306007525] User Vector: [1.8167173068328857, -0.021528281341077465] Predicted: 2.560575346358862 Movie Vector: [1.8413442001145641, 0.40916920805404927] User Vector: [2.337959396473241, 0.1546719336657985] Predicted: 4.368274967405573 Movie Vector: [-0.37336192961701153, -1.062698915910209] User Vector: [1.431752346281808, -0.3685036978147495] Predicted: -0.14295333856482206 Movie Vector: [2.2137646282961407, -0.39678724453280745] User Vector: [1.816999570878965, 0.1954473053289901] Predicted: 3.9448583819082668 Movie Vector: [1.7933500248300773, -0.6695314412234141] User Vector: [2.0770675332785506, -0.3674056450043125] Predicted: 3.970898743392192 Movie Vector: [2.190671334818433, -0.23623104798747585] User Vector: [1.7489039483934528, -0.42443251825533035] Predicted: 3.9315378856837335 Movie Vector: [1.701624437674026, -0.4020213455495718] User Vector: [1.83856294919245, -0.40641182636974466] Predicted: 3.2919298738323253 Movie Vector: [1.9456872895668131, -0.7290210633568239] User Vector: [2.2489865267574487, 0.03242718782879042] Predicted: 4.352184396566365 Movie Vector: [1.4016034061482574, 0.13423980479904385] User Vector: [2.033233382255388, -0.2351988105062452] Predicted: 2.8182137916521675 Movie Vector: [1.7130250360013328, 0.09706450640952914] User Vector: [1.9874415252067519, -0.21409625862472] Predicted: 3.3837559426003043 Movie Vector: [2.0744669334294774, 0.5210466855848831] User Vector: [1.6587281497085848, -0.496499313819299] Predicted: 3.1822773762584045 Movie Vector: [1.8969468518597286, -0.5135747266881394] User Vector: [1.9014091557804491, -0.6866354342801481] Predicted: 3.959510717649806 Movie Vector: [2.1738403722986734, -0.07682017376953691] User Vector: [2.042312623270249, 0.11155080241934899] Predicted: 4.431092281294093 Movie Vector: [1.995792362156658, -0.5475192911348945] User Vector: [1.9927382249644054, -0.34488781307353467] Predicted: 4.1659244600966625 Movie Vector: [1.9145854561569442, -0.4216002454014091] User Vector: [1.897610965347403, -0.5079482573913537] Predicted: 3.8472894656654892 Movie Vector: [1.672991535406774, -0.9426323653711646] User Vector: [1.9488282656019034, -0.25440924211615823] Predicted: 3.5001875779816882 Movie Vector: [1.0557912510632383, -0.7157309032027023] User Vector: [1.9804357301973903, -0.36898168232208733] Predicted: 2.3550183099890805 Movie Vector: [1.6233419994408858, -0.5760811344759571] User Vector: [1.4161978459108755, -0.41277642454580893] Predicted: 2.536766153722115 Movie Vector: [1.6769130747712253, -0.13400885670932774] User Vector: [2.3427989136502165, -1.1514425766043406] Predicted: 4.082973633117062 Movie Vector: [1.6331919784137596, -0.5996130383335139] User Vector: [1.8017176630511864, -0.35978784493593735] Predicted: 3.158284317519087 Movie Vector: [1.9178894761817666, -0.000710435844120662] User Vector: [1.8356963225790988, -0.2946575428596957] Predicted: 3.520871993820211 Movie Vector: [2.1211058658939286, -0.3138795892071322] User Vector: [1.7212894726671102, -0.34871921342331313] Predicted: 3.7604930408336186 Movie Vector: [1.7801657896320575, -0.7384712384823844] User Vector: [1.5619136389183415, -0.516260429242763] Predicted: 3.1617087049245005 Movie Vector: [1.868423683928799, 0.3410063324303084] User Vector: [1.8300907454457958, -0.9552075107812777] Predicted: 3.093653082568428 Movie Vector: [1.6783280683501574, -0.06693375298718354] User Vector: [1.6905030667932652, -0.3433072962877672] Predicted: 2.8601975923995813 Movie Vector: [1.8304466530611874, -0.4895602252627424] User Vector: [2.059113203303076, -0.14951133512930534] Predicted: 3.842291674165452 Movie Vector: [0.9762784371603735, -0.8280797574614737] User Vector: [1.880258679699957, 0.13522320991250375] Predicted: 1.7236804024071932 Movie Vector: [1.6477053270101474, 0.23622730498224595] User Vector: [2.1691436352187385, -0.34749782753387576] Predicted: 3.4920210475145583 Movie Vector: [2.382091237578824, 0.17995308125390658] User Vector: [1.7929674861747278, -0.12029892007315349] Predicted: 4.249363976741869 Movie Vector: [1.9419739984006779, -0.4834378123704182] User Vector: [1.8342206163324273, -0.43363264132157475] Predicted: 3.771643159740948 Movie Vector: [1.8903839881805011, -0.471241290208153] User Vector: [1.6744654619647237, 0.4707834299820238] Predicted: 2.943530107106031 Movie Vector: [2.1712198613703078, -0.4175254523857023] User Vector: [1.9571170873110177, -0.32981029543162305] Predicted: 4.387035683798439 Movie Vector: [1.35363334102257, 0.12634475783245366] User Vector: [2.1188845679306927, -0.09302466544977663] Predicted: 2.8564396181004916 Movie Vector: [1.7734802105373688, -0.47241915053446776] User Vector: [2.2333129433411667, -0.48299363912681015] Predicted: 4.188911753662362 Movie Vector: [1.6771720666788459, -0.3012697109252099] User Vector: [2.3779601825258374, -0.531307395775556] Predicted: 4.1483152193445925 Movie Vector: [2.0548700736055197, 0.4366804393074605] User Vector: [2.0405976126465655, -0.45792983322543146] Predicted: 3.9931939657534223 Movie Vector: [2.3970592410754965, 0.20062541764272196] User Vector: [1.9589600888391983, -0.0936286590744918] Predicted: 4.676959095019927 Movie Vector: [1.5302867744576731, -0.37183719947390975] User Vector: [1.7236198163222094, -0.07714263433975531] Predicted: 2.666317110223975 Movie Vector: [2.3850242876131267, -0.26707122545120415] User Vector: [1.77552865547346, -1.2751550696028202] Predicted: 4.575236193736422 Movie Vector: [2.2051172953752807, -0.3808711452893398] User Vector: [1.7212020131655983, 0.7536199376855406] Predicted: 3.5084202392870396 Movie Vector: [1.6982177546099597, -0.9538653254339794] User Vector: [2.085617557512756, -0.3514921196802768] Predicted: 3.8771089106207275 Movie Vector: [1.728927252175696, -0.6786870619810407] User Vector: [2.3953083035336347, -1.5716417974093158] Predicted: 5.207966757312366 Movie Vector: [1.5992996924111436, -1.0451169052320695] User Vector: [1.9460787201492136, -0.6309585051884505] Predicted: 3.771788498814915 Movie Vector: [2.051166617318162, -0.47561352234927234] User Vector: [2.063621684978539, -0.8113302826014785] Predicted: 4.618711564498557 Movie Vector: [2.214708854531267, -0.23043612535243121] User Vector: [2.048529562806548, -0.1444019055160484] Predicted: 4.570171977117353 Movie Vector: [2.10405288034173, -0.5756741630820091] User Vector: [1.799988361616592, -0.19515147828894613] Predicted: 3.8996143607791875 Movie Vector: [2.1262811323912496, -0.7847068997674289] User Vector: [2.1511088051940397, -0.04576173217986244] Predicted: 4.609771613191618 Movie Vector: [1.5425611600191562, -0.38125194266693946] User Vector: [1.7952378887176206, -0.4867456805980212] Predicted: 2.954836976443331 Movie Vector: [0.9854467832495785, -1.0269538244172327] User Vector: [1.8015160795736183, -0.6507758552989823] Predicted: 2.443614979025899 Movie Vector: [1.6696663711375512, -0.0787227486891548] User Vector: [1.6190204872389118, -0.10887800209375109] Predicted: 2.7117952373221477 Movie Vector: [2.1970221509011547, -0.12212309592189638] User Vector: [1.9244975371482405, -0.28966846422057724] Predicted: 4.26353892811096 Movie Vector: [1.2226507399285607, 0.30895679463070486] User Vector: [2.4145764873217885, -0.14339192086185773] Predicted: 2.9078818205926704 Movie Vector: [2.022891555492918, -0.01016790173558121] User Vector: [1.5439080561601504, -0.6117978942341202] Predicted: 3.129379270134462 Movie Vector: [2.398429774928861, -0.07425922542459155] User Vector: [1.7331211235431887, 0.13343906985347803] Predicted: 4.146860224295447 Movie Vector: [1.7661761705988086, 0.11278143515766363] User Vector: [1.5018735280559563, -0.5135386571997698] Predicted: 2.594655609737662 Movie Vector: [2.310421407012343, 0.6757264121321807] User Vector: [2.116007398891085, -0.44190449955187283] Predicted: 4.590262249807215 Movie Vector: [2.2468036412912964, -0.23269850342567222] User Vector: [1.9740587004144245, -0.2524694467414245] Predicted: 4.494071538631331 Movie Vector: [2.0037529307726136, -0.7586884079538628] User Vector: [2.093833908788382, -0.17105589175475855] Predicted: 4.325303953472344 Movie Vector: [1.0825244323724859, -1.0167032852641034] User Vector: [1.5985807140805508, -0.6355896105012672] Predicted: 2.3767087251880215 Movie Vector: [1.6245107698880792, -0.33850609406401966] User Vector: [2.2373283113174063, -0.806957993164497] Predicted: 3.9077241358504895 Movie Vector: [1.6356677249764506, -0.856558432757064] User Vector: [1.9806677793922234, -0.34157644565442] Predicted: 3.532294545609115 Movie Vector: [1.7528656590216993, -0.7318012770916545] User Vector: [2.0528309054001004, -0.3011569441685347] Predicted: 3.818723834201813 Movie Vector: [1.828882049846872, -0.24211544045783287] User Vector: [1.8559033295488796, -0.351556528733657] Predicted: 3.479345549463166 Movie Vector: [1.685715521750897, -0.8570465939890858] User Vector: [2.1551245576669498, -0.3905332362520721] Predicted: 3.9676320981350868 Movie Vector: [1.687868827918291, 0.22979309330297773] User Vector: [1.9019802582527416, -0.28889993476543024] Predicted: 3.1439059795560067 Movie Vector: [2.053419040830357, -0.16611849028446868] User Vector: [2.1888088709544724, -0.4585870741897593] Predicted: 4.570721604784684 Movie Vector: [1.8444115198542606, 0.04042810033758513] User Vector: [2.0320984598500145, 0.01758727320147081] Predicted: 3.7487368288711207 Movie Vector: [2.3244574809870127, -0.22241330518781674] User Vector: [1.5223925637408209, -0.11533111697732297] Predicted: 3.564387958704278 Movie Vector: [1.9581491814997554, -0.13898964654552154] User Vector: [1.7699615701193085, -0.432370075237484] Predicted: 3.5259437637492645 Movie Vector: [1.410277200426504, -0.5785629077099104] User Vector: [1.7782862236486137, 0.4779614017550284] Predicted: 2.231345778671693 Movie Vector: [1.183289512917274, -1.478698356289083] User Vector: [2.15917743336648, -0.3606177951450946] Predicted: 3.0881769543598367 Movie Vector: [1.4433407895575445, -0.2333736760777852] User Vector: [2.1972333230533505, -0.0918652699931572] Predicted: 3.1927954151001514 Movie Vector: [2.131945153093986, 0.021382064852121997] User Vector: [1.492347494456375, -0.05519659425557315] Predicted: 3.180422790380234 Movie Vector: [1.9563526333437489, -0.5643769345801358] User Vector: [1.7318510863429988, -0.20499607436359396] Predicted: 3.5038064893766445 Movie Vector: [1.9251481261311392, -0.42442763726663796] User Vector: [1.8283421386077858, -0.3914410395140216] Predicted: 3.685967837597511 Movie Vector: [1.7672287241398714, -0.48496999829417475] User Vector: [1.572795115281724, -0.218637611558811] Predicted: 2.8855213870174623 Movie Vector: [1.9330416230173129, -0.4458743643562383] User Vector: [1.7202821966232669, 0.1338365835844709] Predicted: 3.2657027877750915 Movie Vector: [2.191490673461907, -0.29264940060416633] User Vector: [1.9259330464289934, -0.7557778717654411] Predicted: 4.4418422501232655 Movie Vector: [1.4513385703230104, -0.699266033607424] User Vector: [1.9009842181901395, -0.205899015469071] Predicted: 2.9029499053054133 Movie Vector: [1.2434354450733487, -0.617081683741264] User Vector: [1.8427858076336694, -0.2063711151560316] Predicted: 2.4187330261058686 Movie Vector: [1.8796473447360882, 0.3083804852640711] User Vector: [2.176486461791965, -0.1392137959672842] Predicted: 4.048096180805466 Movie Vector: [2.18386092345526, -0.18774885640216893] User Vector: [2.0820069113903767, -0.4107905584649988] Predicted: 4.623938993721834 Movie Vector: [2.151187003141756, -0.4035184669317184] User Vector: [1.7558531633437169, -0.5114866499796866] Predicted: 3.983562813266186 Movie Vector: [2.0214088107454016, -0.364756359994092] User Vector: [2.1751815974122506, 0.7144339028998378] Predicted: 4.136336936102263 Movie Vector: [1.6869425300861838, -0.06868317753758059] User Vector: [1.9484264441084274, -0.6959952105070204] Predicted: 3.3346865979196565 Movie Vector: [2.0813793963197957, -0.2916601731109167] User Vector: [1.913547601546787, -0.3115345686214428] Predicted: 4.073680777950809 Movie Vector: [1.8278455282652932, -0.10260895096501774] User Vector: [1.7292061898265927, -0.088920211744988] Predicted: 3.1698458111699437 Movie Vector: [1.9318090017541658, 0.6107776435981754] User Vector: [2.2789387209834513, -0.311991520961571] Predicted: 4.211916889646438 Movie Vector: [2.40224595309513, -0.3794612014037068] User Vector: [1.413799932917694, -0.9183144806030744] Predicted: 3.7447598834137605 Movie Vector: [1.4947083241572403, -0.4979894823275552] User Vector: [1.9579583291714688, -0.5673285596897045] Predicted: 3.20910026871511 Movie Vector: [1.8747205357392647, -0.20361794430239016] User Vector: [2.075952957760969, -0.24901161420253753] Predicted: 3.9425348741344957 Movie Vector: [2.0382395687835864, -0.09822371137130398] User Vector: [1.9760724541949004, 0.07195206593074478]
avg loss: 1.0277920061793748: 97%|███████████████████████████████████████████▊ | 68113/70000 [01:48<00:02, 795.27it/s]
Predicted: 4.020641667966786 Movie Vector: [1.8903803261595369, -0.020800822812310302] User Vector: [2.0935803231439096, 0.09359009308823495] Predicted: 3.955716303162656 Movie Vector: [1.7182405566572625, 1.2538682430985308] User Vector: [1.9898082876466348, -0.11051796917405772] Predicted: 3.2803943279680947 Movie Vector: [2.0673065783531994, -0.08263903326440018] User Vector: [1.9927479558909127, 0.6004472039968004] Predicted: 4.070000581748567 Movie Vector: [1.8168859553161025, 0.19386298427870646] User Vector: [2.256279339196275, -0.6004038610762631] Predicted: 3.9830061583749066 Movie Vector: [1.8882876936774449, -0.4250048335221659] User Vector: [1.919089817061869, -0.360706249606649] Predicted: 3.777095584184105 Movie Vector: [1.9116825795790096, 0.08730482242488466] User Vector: [1.8824804399259316, -0.4167876580320879] Predicted: 3.562317490931259 Movie Vector: [1.9003732471372896, -0.4541469705697532] User Vector: [1.9738706821805858, -0.5294853631206793] Predicted: 3.991555211346899 Movie Vector: [2.2309229953952268, 0.017721228604473237] User Vector: [2.015492214006078, -0.2567606613483689] Predicted: 4.491857812889807 Movie Vector: [1.9691673859876835, -0.11164917959813406] User Vector: [1.9086484274834463, 0.18230902248284667] Predicted: 3.738093581923533 Movie Vector: [1.5605222930139626, -0.8526075952042773] User Vector: [2.0801642548696524, -0.42812362682759453] Predicted: 3.61116414877448 Movie Vector: [2.313869618181514, -0.09434688921593902] User Vector: [1.6510972794245125, -1.4252214677131738] Predicted: 3.954889043445046 Movie Vector: [1.8240750279288993, -0.39565671871057373] User Vector: [1.797534457910268, -0.21672547225550978] Predicted: 3.3645866057294453 Movie Vector: [1.1767484181533794, -0.10783749141365936] User Vector: [2.290503136315872, -0.5557294401482245] Predicted: 2.7552744111653587 Movie Vector: [1.896945981205753, 0.17359585102342315] User Vector: [1.8999222937900153, 0.23192531923271092] Predicted: 3.644311232974267 Movie Vector: [1.4718330932424502, -0.21836091917620412] User Vector: [1.4644120127154565, -0.2896973868163649] Predicted: 2.2186286501245585 Movie Vector: [2.3123332288417697, -0.32105961660384463] User Vector: [1.7556085485781199, -0.9688012695222241] Predicted: 4.370594947873981 Movie Vector: [2.01685960390692, -0.016596666204397124] User Vector: [2.1911792716658, -0.6073500831719738] Predicted: 4.429380944540558 Movie Vector: [1.8641031136132522, -0.2487872291867346] User Vector: [2.1985051844693966, -0.40976373979988734] Predicted: 4.200184345110287 Movie Vector: [2.0432676987486342, -0.012273152722884359] User Vector: [2.086098999674289, -0.6064853813377301] Predicted: 4.269902190135667 Movie Vector: [1.462503561484893, -0.37792263864180864] User Vector: [2.166810246872692, -0.153224418522679] Predicted: 3.2268746796657197 Movie Vector: [1.845092356103802, -0.45460637919873004] User Vector: [1.9931636777326815, -0.5522259034864936] Predicted: 3.928616484732055 Movie Vector: [2.1675253369608005, -0.27555194872573674] User Vector: [1.7589118420920806, 0.7182269778005381] Predicted: 3.6145771398546445 Movie Vector: [1.7323676354947901, -0.2981881680553451] User Vector: [1.5061688664969548, 0.26696909211066705] Predicted: 2.529631173405319 Movie Vector: [1.2343202603686578, -0.9034915770127011] User Vector: [2.3438925035433984, -0.5606220538464132] Predicted: 3.3996313087876278 Movie Vector: [1.9049109740890953, 0.052330960859948594] User Vector: [1.7644730162490152, -0.16178680046378663] Predicted: 3.352697553414109 Movie Vector: [1.3920990584385722, -0.21241347838942923] User Vector: [1.9129785204455527, -0.4153948381505301] Predicted: 2.751291059602035 Movie Vector: [1.7319782722445458, 0.10299267067481545] User Vector: [1.6311015791852759, 0.15440693791082727] Predicted: 2.840935277878821 Movie Vector: [2.1115229257575088, -0.5007479156685172] User Vector: [1.7585638607543785, 0.08016510440552987] Predicted: 3.6731053994510874 Movie Vector: [2.0670052456742503, -0.4744275323363027] User Vector: [1.766393985519208, 0.4828401645041155] Predicted: 3.4220729662371063 Movie Vector: [2.022483548413964, -0.18498135480641378] User Vector: [1.7173396784211878, -0.5267542697286373] Predicted: 3.570730965109846 Movie Vector: [2.105034504051386, -0.28652089230876504] User Vector: [1.7330072656496387, -0.17302977720111598] Predicted: 3.6976167361238863 Movie Vector: [1.7008654006236428, -0.1395628842506477] User Vector: [2.063629663696087, 0.23195052967600793] Predicted: 3.4775846097562293 Movie Vector: [2.1324767561302074, -0.49979272374344114] User Vector: [1.6560512044610183, -0.7225637265160035] Predicted: 3.8926227934281994 Movie Vector: [1.718873931031942, -0.0007392968304023315] User Vector: [1.9082681204124174, -0.5102950104058208] Predicted: 3.2804495850799906 Movie Vector: [2.2511008085628283, -0.32537988732390566] User Vector: [2.0019663695103413, -0.6462424260872185] Predicted: 4.716902400904506 Movie Vector: [1.734667134773175, -0.38487697104995233] User Vector: [1.0391856005157631, -0.0905955861681636] Predicted: 1.8375092629391179 Movie Vector: [1.3950157661490703, 0.06381790823386793] User Vector: [1.9543476125596735, -0.581554239207075] Predicted: 2.6892321569858053 Movie Vector: [1.7098752956717795, 0.02628531032815796] User Vector: [1.7694048552396524, -0.29498416320251286] Predicted: 3.0177078997443125 Movie Vector: [1.6040932667407344, 1.2004393444728954] User Vector: [1.3258711758824355, -0.44181043166339273] Predicted: 1.5964544008313446 Movie Vector: [1.8782708520583737, 0.06296748585411394] User Vector: [2.0562755471735836, -0.06920896148570849] Predicted: 3.8578845097531964 Movie Vector: [2.284956962053366, -0.37565219576443704] User Vector: [1.8545090820355603, -0.6544604004473792] Predicted: 4.483322924657281 Movie Vector: [1.7664297725739688, -0.733791176492044] User Vector: [1.9489323314348102, -0.3249573822895568] Predicted: 3.6811029548384755 Movie Vector: [2.0967737075168493, -0.48963782343517487] User Vector: [2.0254092626506144, -0.2896494943387416] Predicted: 4.388648236854017 Movie Vector: [1.6621951311840657, -0.25301277155674773] User Vector: [1.8544437138882341, -0.5437580587308417] Predicted: 3.2200250457757265 Movie Vector: [1.7322687272653778, -0.2604580932664069] User Vector: [1.925676958059864, 0.09669940820078848] Predicted: 3.310603829782658 Movie Vector: [1.7996642231271762, -0.6657341869878239] User Vector: [1.995920781328645, -0.29207366130015094] Predicted: 3.7864306437994157 Movie Vector: [2.010599286427436, -0.3683067259295901] User Vector: [2.1039819314793813, -0.18572422226454108] Predicted: 4.298668050316735 Movie Vector: [2.060881634576849, -0.4091111627657819] User Vector: [1.92891790609811, 0.11555799723858035] Predicted: 3.9279954206668655 Movie Vector: [2.2660926673707484, 0.11086093625548177] User Vector: [2.015598021408297, 0.222449986107066] Predicted: 4.592192910410179 Movie Vector: [1.9684098930443008, 0.05368574186126271] User Vector: [1.6688318560482058, -0.098905218289067] Predicted: 3.279635335254972 Movie Vector: [1.673282346011639, -0.09051929504233058] User Vector: [1.7981972191567672, -0.3932860130458503] Predicted: 3.04449163411316 Movie Vector: [1.5563924326174632, -0.8996997695464616] User Vector: [1.6915392313377788, -0.09749738763858332] Predicted: 2.720417236319495 Movie Vector: [2.183524219081768, -0.33749391305843707] User Vector: [1.9950473375231614, -0.0229331019668335] Predicted: 4.363973962017777 Movie Vector: [1.2308416470336294, -1.000700640040142] User Vector: [1.7068064585178728, -0.19704583080154586] Predicted: 2.297992361570123 Movie Vector: [2.0910409379932884, -0.3164343712525207] User Vector: [1.9011091590542657, -0.5186101582821716] Predicted: 4.139403158537653 Movie Vector: [1.9346311402886802, -0.2695071978767749] User Vector: [1.7759809785916425, -0.40854869695553325] Predicted: 3.545974920256449 Movie Vector: [1.8480612382283088, -0.24579729816561463] User Vector: [2.0342247201997576, -0.32906569171201355] Predicted: 3.8402553131888113 Movie Vector: [2.1410697955662004, -0.4761271872264417] User Vector: [1.743780229203037, -0.3749936297908184] Predicted: 3.9120998410322647 Movie Vector: [0.9124393464901086, -0.9601671963173157] User Vector: [1.6411434318078453, 0.15500408005556157] Predicted: 1.3486140074505912 Movie Vector: [1.8143933536871784, -0.46985163753202813] User Vector: [1.742051579037541, -0.3908893349587829] Predicted: 3.3444268009101585 Movie Vector: [2.049354515617854, -0.19322340318172407] User Vector: [2.0148276191583903, -0.3703518792118289] Predicted: 4.2006567299898725 Movie Vector: [2.066043281924899, -0.06497497089283917] User Vector: [2.0850169851523144, 0.14835796866895623] Predicted: 4.29809578017726 Movie Vector: [1.9279511823043176, -0.18372348207071493] User Vector: [1.8804450760534688, -0.36426877641936223] Predicted: 3.6923310356490218 Movie Vector: [1.4599867862716862, -0.9447296509872976] User Vector: [1.7100224434272155, -0.22571173997569888] Predicted: 2.7098467449627344 Movie Vector: [1.6517872132860199, -0.19857745291872478] User Vector: [1.9838484052665848, -0.34472128862497026] Predicted: 3.345349304379214 Movie Vector: [2.0847081968684567, -0.4267083979462853] User Vector: [1.8803466958353576, -0.39064009511357667] Predicted: 4.086663578921987 Movie Vector: [2.036899978492517, 0.0890435080342204] User Vector: [1.6272369932011561, 0.05652088984282246] Predicted: 3.3195518147624834 Movie Vector: [2.0014101013235117, 0.005644537742145414] User Vector: [1.7795998921225262, -0.42003527933636325] Predicted: 3.559338295421009 Movie Vector: [1.873000836882367, -0.3571792046793648] User Vector: [1.8906115873946707, -0.35615136038863515] Predicted: 3.6683269450588054 Movie Vector: [1.6268145649828865, -0.19423810749264245] User Vector: [1.9817504641014339, 1.1201116602829713] Predicted: 3.0063721500880014 Movie Vector: [1.90925632336134, -0.7968062631574485] User Vector: [1.8950226542659665, -1.0881860501505627] Predicted: 4.48515744581082 Movie Vector: [2.044577840539845, -0.3294678331353588] User Vector: [1.822797196943686, -0.09220447770060597] Predicted: 3.7572291661426007 Movie Vector: [1.718045183457657, -0.7257237186492069] User Vector: [2.7600712215582113, 0.6225435511346353] Predicted: 4.290132447247666 Movie Vector: [1.967565241702764, -0.049847224916454554] User Vector: [1.5519036378250375, -0.28213868321481983] Predicted: 3.0675354866564604 Movie Vector: [2.006491439655844, -0.279468060797961] User Vector: [2.128714396208161, -0.7646933041889282] Predicted: 4.484954568290699 Movie Vector: [1.84105574383736, -0.18302380386294803] User Vector: [1.7520018757989728, 0.06197501274688831] Predicted: 3.214190214076138 Movie Vector: [0.8548129404510116, -0.836268511353231] User Vector: [1.7043368550592228, -0.5626125234360788] Predicted: 1.9273843360347782 Movie Vector: [2.077050369594235, -0.4654283467891283] User Vector: [1.9382770120655308, -0.5402043894875425] Predicted: 4.2773254202141375 Movie Vector: [1.698162247551211, -0.4294458627958835] User Vector: [1.5397682711417704, -0.6384673636622041] Predicted: 2.88896351588508 Movie Vector: [1.8230881228760183, -0.5458249357648172] User Vector: [1.8284050834076708, -0.8389086060226165] Predicted: 3.7912408273615075 Movie Vector: [1.750162814888086, -0.7319777509596043] User Vector: [1.5410190923440257, -0.6185523386350583] Predicted: 3.149800862137997 Movie Vector: [1.6779663610907698, -0.26034232077933334] User Vector: [2.016919900171935, -0.37561990120505] Predicted: 3.482113502313687 Movie Vector: [1.6244539606300685, -0.37176027439441334] User Vector: [1.8916824599602184, -0.19420615741731317] Predicted: 3.145149198707353 Movie Vector: [1.851230078811051, -0.6251695017250193] User Vector: [1.7943165971069155, -1.1601332254108276] Predicted: 4.046972765938938 Movie Vector: [1.8450066173035928, -0.13347498050210052] User Vector: [1.6306720290553225, -0.2623963493443383] Predicted: 3.043624031871505 Movie Vector: [2.2717589143219525, -0.33204840313289397] User Vector: [1.9390978297269446, -0.2946958454511256] Predicted: 4.503016065316483 Movie Vector: [1.8035911398577849, -0.7117932246885159] User Vector: [2.224628903470574, 0.4558450590816029] Predicted: 3.6878535552090455 Movie Vector: [1.8887937556339243, -0.04311207612928434] User Vector: [1.9957058877562874, -0.2827131731802885] Predicted: 3.781665170720833 Movie Vector: [1.6234392754887932, 0.09867885792653631] User Vector: [1.4405702621840393, -0.23032385285796708] Predicted: 2.3159502479774936 Movie Vector: [0.05175756107431586, -0.4310334651680643] User Vector: [1.103459906962409, -0.44383102730698637] Predicted: 0.2484184191768979 Movie Vector: [1.4278999677465407, -0.23272810273347921] User Vector: [2.083227918989579, -0.1480122016227159] Predicted: 3.009087677198973 Movie Vector: [1.8189103914831437, -0.8123380699477588] User Vector: [2.5311132087874, -0.4336496138019792] Predicted: 4.956138207793137 Movie Vector: [1.9876943914162595, -0.3662848483895056] User Vector: [1.712213340547334, 0.8079929029862741] Predicted: 3.1074012959439097 Movie Vector: [1.7703621730433914, -0.5492233215029911] User Vector: [2.0015106741383173, -0.2193406136891684] Predicted: 3.6638657668279238 Movie Vector: [1.8307851073748398, -0.9508994308399398] User Vector: [1.8801948835989257, -0.49349784768441063] Predicted: 3.911499614339125 Movie Vector: [2.1281074710878864, -0.4796581344663754] User Vector: [1.98037931404906, -0.6317914213300119] Predicted: 4.5175039083427215 Movie Vector: [1.6110922496201936, -0.5030138980135088] User Vector: [1.5833132608341292, -0.18259033594638063] Predicted: 2.6427091998747265 Movie Vector: [1.9748744076628546, -0.37963827458676414] User Vector: [1.7415508865978975, -0.47347666126535864] Predicted: 3.6190941383246242 Movie Vector: [1.7177008187934562, 0.13003897838589923] User Vector: [1.5689578356962055, -0.018356799545074666] Predicted: 2.692613059568505 Movie Vector: [2.2137457998558525, -0.4962395412890614] User Vector: [2.26092336012673, -0.3750655593528534] Predicted: 5.191231953403115 Movie Vector: [2.165064179517321, -0.19030701655453633] User Vector: [0.9862310480431039, -0.07884636503494148] Predicted: 2.15025853134192 Movie Vector: [1.7862482157901636, -0.20488638745615567] User Vector: [2.044985414976939, -0.33049689412452216] Predicted: 3.7205658635221175 Movie Vector: [1.4876473337567362, -0.7776907455890478] User Vector: [2.430026161645823, -0.5406599856440347] Predicted: 4.035488207677198 Movie Vector: [1.661589437431754, 0.2552699551299536] User Vector: [2.054886864550376, 0.04023186260337652] Predicted: 3.424648295015718 Movie Vector: [2.0552458990021916, -0.762895129204598] User Vector: [1.8684529873878937, -0.5854836681354141] Predicted: 4.2867929784567105 Movie Vector: [0.7399216670100492, -0.633555700317296] User Vector: [1.8175575436241116, 0.08719532629415559] Predicted: 1.2896071115503542 Movie Vector: [2.2832074402220006, -0.23735431582547142] User Vector: [1.5945698199040566, -0.20636623493018832] Predicted: 3.6897155932597308 Movie Vector: [1.3912483856491502, -0.4047574904788561] User Vector: [0.8954565678864439, -0.07086737731654774] Predicted: 1.2744866062904079 Movie Vector: [1.3648426444329118, -0.2813482674079962] User Vector: [2.1137364947300554, -0.25322493523986284] Predicted: 2.95616210389596 Movie Vector: [1.7466637149955027, -0.6362897244450642] User Vector: [1.443661014059187, 0.16209464575291718] Predicted: 2.41845115253065 Movie Vector: [1.4708367697065934, -0.3034310988287816] User Vector: [2.0497695152488085, -0.34481354480133897] Predicted: 3.119503525241725 Movie Vector: [1.1453101499424265, -0.42055370315601726] User Vector: [2.1431115451716343, -0.1897140660841273] Predicted: 2.5343123581763347 Movie Vector: [1.6993668750874988, 0.004477136442090456] User Vector: [1.7397292170733742, -0.2659438127653046] Predicted: 2.9552475363807207 Movie Vector: [2.1468272075060835, -0.30735921497856494] User Vector: [1.7037700932481255, -0.0148068087393824] Predicted: 3.662251000630727 Movie Vector: [2.0122925766872664, -0.4574624934476486] User Vector: [2.0342802255871066, 0.011274483106864918] Predicted: 4.088409343696233 Movie Vector: [2.1821564929459134, -0.21163308181531826] User Vector: [1.8815680349237094, 0.1532218786232503] Predicted: 4.073449085953685 Movie Vector: [2.0044411381452556, 0.11325498018865637] User Vector: [1.9998387676843492, -0.3689386552578824] Predicted: 3.9667749555121614 Movie Vector: [2.058727693413727, -0.5789952479004128] User Vector: [1.9929896103513602, -0.5524644649009692] Predicted: 4.422897203327684 Movie Vector: [2.4190063002366986, -0.2709840464906956] User Vector: [2.005526418175982, 0.45162512646148656] Predicted: 4.728997836593434 Movie Vector: [2.1762487153264294, -0.5835015047604383] User Vector: [1.7703502498746724, 0.21087074040169618] Predicted: 3.7296790626332412 Movie Vector: [1.356988739657091, -0.9246372634863088] User Vector: [1.6628074969388202, 0.13220681165886228] Predicted: 2.1341677050168717 Movie Vector: [1.995321298374323, 1.0914642018676335] User Vector: [2.008909951230713, -0.9473314057096771] Predicted: 2.974442495569708 Movie Vector: [1.4281798817762332, -0.39783093430062544] User Vector: [1.467669346239131, -0.5878749743746641] Predicted: 2.3299706837058327 Movie Vector: [2.2522858518943814, -0.36412248795937185] User Vector: [1.8197992102151601, 0.05726400784041012] Predicted: 4.077856901450799 Movie Vector: [1.8269445608885784, -0.34850317335754993] User Vector: [1.972315529208009, -0.07596983976962811] Predicted: 3.62978685868183 Movie Vector: [1.8311199797422906, -0.4938516583328405] User Vector: [1.8320914360942826, -0.30012025398047154] Predicted: 3.502994118474516 Movie Vector: [1.9837403878430337, -0.5454334280686011] User Vector: [1.8759266506348655, -0.5405226892740712] Predicted: 4.016170604855107 Movie Vector: [2.1613406913677817, -0.4960767637510846] User Vector: [1.8634738383714469, -0.686406765160861] Predicted: 4.368112280849367 Movie Vector: [2.0068630486275603, 0.11280817597076882] User Vector: [1.7139643547977645, 0.021351515247868155] Predicted: 3.4421003557977348 Movie Vector: [1.6585715693530132, -0.3088871434020428] User Vector: [1.9593821895232557, -0.6396521107753353] Predicted: 3.4473559063084096 Movie Vector: [1.8179121748824008, 0.06030799266390571] User Vector: [2.0560693077728605, -0.49884345864194884] Predicted: 3.7076691793580974 Movie Vector: [1.5504853065913178, -0.3118066423103999] User Vector: [2.184903347155337, -0.4079484092033656] Predicted: 3.51486155979611 Movie Vector: [2.162936367508442, -0.49076943916280164] User Vector: [2.0141464411839936, -0.4257560359547203] Predicted: 4.565418638110239 Movie Vector: [1.785801000836069, 0.3299748176655679] User Vector: [1.893460969103887, -0.5569885877990728] Predicted: 3.1975522859689534 Movie Vector: [1.204558543088772, -1.5693010162892094] User Vector: [2.099822090626001, -1.3794648476188178] Predicted: 4.694154225533525 Movie Vector: [2.199321439983231, -0.5289582131513274] User Vector: [2.03640476903697, -0.06610134965308367] Predicted: 4.513673520826495 Movie Vector: [1.6985890783840645, -0.1536702000652819] User Vector: [2.055634270882526, -0.5310031608878784] Predicted: 3.5732772836419855 Movie Vector: [1.5514178205815565, -0.29707441726887923] User Vector: [1.785669352213373, 0.4902993103562801] Predicted: 2.6246638727787257 Movie Vector: [2.0475819670907778, -0.40905821771563] User Vector: [1.8155591208135282, -0.22924442178833385] Predicted: 3.8112804305629533 Movie Vector: [2.104215112864957, -0.4642562916375544] User Vector: [1.8931267567515013, -0.29010528524224527] Predicted: 4.1182291360365495 Movie Vector: [1.8367689682288815, -0.3750162490434778] User Vector: [2.0291680681672717, 0.03628068438160167] Predicted: 3.713507092761074 Movie Vector: [2.017581720098005, -0.2010861834586429] User Vector: [1.961255140146094, -0.5435394829802088] Predicted: 4.066290799398584 Movie Vector: [2.2284566726289965, -0.24108375384863281] User Vector: [1.905078587838751, -0.3067401337996596] Predicted: 4.319335153864344 Movie Vector: [1.936694609872787, 0.5356048338727648] User Vector: [1.7980112514532152, -0.09521865993552076] Predicted: 3.4311991246437143 Movie Vector: [1.9477384048960094, -0.3042362972411466] User Vector: [1.9782628973869425, -0.3979188570772932] Predicted: 3.974199979901026 Movie Vector: [1.7008291657476446, -0.4666380949600315] User Vector: [0.8999246660224552, -0.08097650256580188] Predicted: 1.5684048398405321 Movie Vector: [2.0346181917172252, -0.19051467257004437] User Vector: [1.5626217605596373, -0.9167774296879306] Predicted: 3.3539982126444388 Movie Vector: [1.5311495790508738, -0.8290374760927453] User Vector: [1.6811254672019689, -0.3440559848344237] Predicted: 2.859289856739733 Movie Vector: [1.9695846247435784, 0.15517894515288302] User Vector: [1.562345801724881, -0.405577504537895] Predicted: 3.014235180278076 Movie Vector: [1.9038800411995362, -0.4279355234498879] User Vector: [1.6756398858259467, -1.1596936993500893] Predicted: 3.686491465134807 Movie Vector: [1.6622896584557705, -1.050379567571629] User Vector: [0.8815370765910778, -0.06681776372952039] Predicted: 1.535553979734998 Movie Vector: [2.3565754558651095, -0.1416997630960649] User Vector: [2.249567292622727, -0.21842127743041956] Predicted: 5.332225311378673 Movie Vector: [1.999514559122774, -0.6924425798808237] User Vector: [1.7813682234594816, -0.3938270888803806] Predicted: 3.8345743434171897 Movie Vector: [1.8490894378451892, -0.06817574385838081] User Vector: [1.8906971252386162, -0.5102874530272344] Predicted: 3.5308573111347186 Movie Vector: [1.7401611212357009, -0.13514607276052676] User Vector: [2.3555928940032738, -0.14932360707738068] Predicted: 4.11929167067053 Movie Vector: [1.8437228851330096, -0.5666179457338019] User Vector: [1.554606324035592, -0.6120919652056956] Predicted: 3.213085548921941 Movie Vector: [2.1307521081667176, 0.024279175600368366] User Vector: [1.7547748019876326, 0.023645519370964038] Predicted: 3.739564202409952 Movie Vector: [1.7984420854922782, 0.12806999952216946] User Vector: [2.0267735125209176, -0.7876012374556309] Predicted: 3.5441666925740267 Movie Vector: [1.7360421704216686, 0.21537579953673536] User Vector: [2.173391575228585, -0.5056844505856438] Predicted: 3.664187234577824 Movie Vector: [1.9355746028498604, -0.3689538090828095] User Vector: [1.8757259237004609, 0.15378846676964616] Predicted: 3.5738666192140407 Movie Vector: [2.1624791340478478, -0.039092627913707316] User Vector: [1.6914253240568797, -0.22538918442230008] Predicted: 3.6664830255955163
avg loss: 1.0282721868147833: 98%|███████████████████████████████████████████▉ | 68275/70000 [01:48<00:02, 758.63it/s]
Movie Vector: [1.4064242335882926, -0.5086189648709437] User Vector: [1.4397263086870926, -1.0384001360804485] Predicted: 2.5530159726072306 Movie Vector: [1.810349867119573, -0.2399208810828133] User Vector: [1.7309340902091992, -0.3418678706711265] Predicted: 3.215617540948285 Movie Vector: [2.1297486921339828, -0.5657943390295297] User Vector: [1.5260231592140259, -0.14485671364537653] Predicted: 3.332004936053216 Movie Vector: [1.870942324228545, -0.2073301919958413] User Vector: [2.150513406277306, -0.43181256545823526] Predicted: 4.113014332727781 Movie Vector: [2.010255791213701, -0.6948172647492576] User Vector: [1.8310598142374144, -0.20179648024475835] Predicted: 3.8211102740691367 Movie Vector: [1.6036946382528252, -0.009015530797557413] User Vector: [2.527363714297389, -0.490904986656184] Predicted: 4.057545406559342 Movie Vector: [1.7708700805592124, -0.30726828427957825] User Vector: [1.7809879341332144, -0.39218065738390806] Predicted: 3.2744029241154613 Movie Vector: [1.323467863764989, -0.40452375364674775] User Vector: [2.1171362963374816, -0.19240780526547677] Predicted: 2.8797953790300106 Movie Vector: [1.2857048158606266, -0.6926349124671998] User Vector: [1.9603671185469584, -0.3127214780598489] Predicted: 2.737055258753241 Movie Vector: [1.803400349461291, -0.19506305164747248] User Vector: [1.500269190225686, 0.0012272921664615646] Predicted: 2.705346582583757 Movie Vector: [1.5083440138167432, -0.09198906974737556] User Vector: [1.944332691966317, -0.27299012655598237] Predicted: 2.9578346845876915 Movie Vector: [1.6175452728419695, -0.8342498103973074] User Vector: [1.5727696283994035, -0.16056462051606932] Predicted: 2.6779770819089226 Movie Vector: [1.8828906835340422, -0.33193566852920364] User Vector: [1.697335871992351, 0.022991022837881837] Predicted: 3.188266359666665 Movie Vector: [1.4688201026444019, 0.43611887220150664] User Vector: [1.5402861869098383, -0.607691061606652] Predicted: 1.9973777747238337 Movie Vector: [1.7293940128229364, -0.6489059883009272] User Vector: [1.5153691962552247, -0.7494575423641022] Predicted: 3.1069979024374526 Movie Vector: [1.4341695092800257, -1.4550115776239323] User Vector: [2.0659974652128463, -0.6063646388610783] Predicted: 3.8452581406627084 Movie Vector: [1.4763553526174467, 0.5135393270659258] User Vector: [1.859207692275114, 0.12939635949834832] Predicted: 2.8113013474994575 Movie Vector: [1.3886753406579657, -0.41567312058262695] User Vector: [1.8097467979013444, 0.09388325381002996] Predicted: 2.474126005998646 Movie Vector: [1.534513331721464, -0.3434983118734589] User Vector: [2.199652271587142, -0.34312388224775553] Predicted: 3.4932582102174434 Movie Vector: [1.5701755253267053, 0.17993591379843057] User Vector: [1.7412674495010465, -0.43703723426572433] Predicted: 2.6554568381430563 Movie Vector: [1.4852538743145103, -0.9838029868680468] User Vector: [2.0632862182391425, -0.25161333682627] Predicted: 3.3120418017649413 Movie Vector: [1.914764262152702, 0.036809742868550925] User Vector: [1.9026702602523275, 0.40155979914495477] Predicted: 3.65794632994481 Movie Vector: [2.313673556283236, -0.16911209530224325] User Vector: [2.074610450334506, -0.42340130968360223] Predicted: 4.871573621162111 Movie Vector: [1.9411145454069687, -0.4155532764246592] User Vector: [1.8037971148092307, -0.43477172596029845] Predicted: 3.6820476317389277 Movie Vector: [2.0487743335494253, -0.5334947520909041] User Vector: [2.2754070445224555, -0.02311144371852087] Predicted: 4.674125385132236 Movie Vector: [1.9687436394166147, 0.13329290765891386] User Vector: [2.0743674714464815, -0.5666103904638904] Predicted: 4.008372618768302 Movie Vector: [1.1386676650012917, -0.2549493565184692] User Vector: [1.9277474001654782, 0.3505712986869015] Predicted: 2.105685703844666 Movie Vector: [1.820485926145511, -0.4158664687044754] User Vector: [2.3578501669671055, 1.3028458227673205] Predicted: 3.7506231533428362 Movie Vector: [1.7980922729888906, -1.4171392754747076] User Vector: [1.7194584015022991, -0.28675500620064903] Predicted: 3.4981166471930463 Movie Vector: [1.840889997614763, 1.0394041805867011] User Vector: [1.9673563178495024, -0.04544945593439282] Predicted: 3.5744462127697605 Movie Vector: [1.861384893788386, -0.32020119063559255] User Vector: [1.829644085607567, -0.23205826303515] Predicted: 3.479977194079872 Movie Vector: [2.1365720461243405, 0.09250554458978207] User Vector: [1.6166077450155567, -1.0840659294078427] Predicted: 3.3537168083772433 Movie Vector: [2.1055664027200622, 0.14915949663664238] User Vector: [1.9466509047161515, -0.2731315069256993] Predicted: 4.058062584706297 Movie Vector: [2.0133361568023287, -0.1005280981607894] User Vector: [2.0251952704978815, -0.6495999910426543] Predicted: 4.142701914343241 Movie Vector: [2.180023450141529, -0.3765475781052396] User Vector: [2.101143635770574, -0.003925842480628213] Predicted: 4.582020664573586 Movie Vector: [1.605952235055723, -0.08447392479287659] User Vector: [1.925825804727438, -0.2941133811010839] Predicted: 3.117629167065727 Movie Vector: [1.816018175291363, -0.5224769722264881] User Vector: [1.7506401328860495, -0.37651912263182746] Predicted: 3.3759168708936036 Movie Vector: [1.9642692149046936, -0.3141004747695285] User Vector: [2.08216889968785, 0.09493135513514976] Predicted: 4.060122286170357 Movie Vector: [1.746019960464633, -0.4238949162454086] User Vector: [2.055530340401676, -0.5998364641262343] Predicted: 3.8432646314037195 Movie Vector: [1.6579977208760215, -0.18415939843773532] User Vector: [2.221030076790115, -0.21670534819384948] Predicted: 3.722371131876725 Movie Vector: [1.2307581818459499, 0.3084753264825992] User Vector: [1.6969859075619174, -0.4649097510443503] Predicted: 1.9451661029707545 Movie Vector: [1.8643098997332725, -0.49928859615212323] User Vector: [1.5533070154749988, -0.15348892085430393] Predicted: 2.972480914093434 Movie Vector: [1.8532676041549543, 0.40358867610540006] User Vector: [2.0173637005039247, -0.8006042290732114] Predicted: 3.4155999910460393 Movie Vector: [1.4875547201086536, -0.6659605809277381] User Vector: [1.8662874015702366, -0.07402982660403364] Predicted: 2.8255055796163218 Movie Vector: [2.121425797578226, -0.48199481615509177] User Vector: [1.9388581150801878, -0.15843659905840635] Predicted: 4.189509242610398 Movie Vector: [1.1035715835925544, -0.4168588916784737] User Vector: [2.023868785250588, -0.7519370783006698] Predicted: 2.5469357373948975 Movie Vector: [2.2202800519883312, 0.33019393887188114] User Vector: [1.6705218422199961, 0.07007513993446708] Predicted: 3.7321647091638157 Movie Vector: [1.6245017125520256, -0.5286232427669095] User Vector: [1.7720545474853997, -0.5497011370522775] Predicted: 3.169290444746869 Movie Vector: [1.7083619080623063, -0.6232018883307983] User Vector: [1.6545846827307722, -0.4755371284333285] Predicted: 3.122985082051663 Movie Vector: [2.0453757487932163, -0.30318074280948015] User Vector: [1.787941304953447, -0.019563325633883157] Predicted: 3.662943009014981 Movie Vector: [1.5258432498965946, -0.6464599360525524] User Vector: [1.5950027577233026, -0.49175843347736087] Predicted: 2.7516263168976325 Movie Vector: [1.8130906711416326, -0.28387997458619124] User Vector: [1.7440452367771047, -1.1319443438097367] Predicted: 3.4834484804032595 Movie Vector: [1.750993249174879, -0.31776357003742534] User Vector: [1.5563813448631094, -0.722424345358816] Predicted: 2.954773367060191 Movie Vector: [2.0876677655361875, -0.17329409280783029] User Vector: [2.048475104018093, 0.06593791639537232] Predicted: 4.265108791758586 Movie Vector: [2.123714545844831, -0.18700123104203262] User Vector: [1.8316792384453988, -0.21651417995721375] Predicted: 3.930452260198532 Movie Vector: [2.3052199679312118, -0.1336968325013831] User Vector: [1.9413368302102125, -0.6454128464923679] Predicted: 4.561498078712598 Movie Vector: [1.623460897463229, -0.6094870633662558] User Vector: [1.7879973319370452, -0.0724483872253358] Predicted: 2.9469001079439656 Movie Vector: [1.7024104000040337, -0.38250659103576146] User Vector: [2.279495334533147, -0.13754104419571447] Predicted: 3.9332469202127047 Movie Vector: [1.582088340733412, -0.5162508281216204] User Vector: [1.8654468281605237, -0.27888404893445934] Predicted: 3.0952757983032146 Movie Vector: [2.0470437066804283, -0.6728740108106586] User Vector: [2.095727922840861, -0.5310917568424162] Predicted: 4.647404495900867 Movie Vector: [1.702451669444939, -0.45561569974436994] User Vector: [2.006266674633691, 0.10706865522857492] Predicted: 3.366789889309217 Movie Vector: [2.37676700397152, -0.14863969534435734] User Vector: [2.025330790553311, 0.6719386180141966] Predicted: 4.7138626436429245 Movie Vector: [2.2297756989381066, -0.33802557458030313] User Vector: [1.4711714357572157, -0.1870599994415006] Predicted: 3.343613380215528 Movie Vector: [1.654188665360535, -0.6758367039864281] User Vector: [1.6465208573087968, -0.44789481952954535] Predicted: 3.026359898003367 Movie Vector: [1.9036463194844022, -0.5827866380887256] User Vector: [1.9956092021297005, -0.3010207036282917] Predicted: 3.9743649566260437 Movie Vector: [2.0114312491159496, -0.5090900739787125] User Vector: [2.241704386863705, -0.12851395089375903] Predicted: 4.574459431785767 Movie Vector: [1.9976969237590037, -0.1538549029457132] User Vector: [1.8378250603189197, -0.4209677408911608] Predicted: 3.736185420324397 Movie Vector: [1.860644543690634, -0.6036784064477138] User Vector: [1.3584008684500601, 0.28330341279455573] Predicted: 2.356477011249207 Movie Vector: [1.9259055417735373, -0.03819021878490785] User Vector: [1.6404197534023208, -0.20975302267724416] Predicted: 3.167304007739149 Movie Vector: [1.8868207932226422, -0.16362142770996094] User Vector: [1.724947020404032, -0.6381942045990422] Predicted: 3.359088152218487 Movie Vector: [1.772271886554737, -1.0997691936792944] User Vector: [2.1417028941241743, -0.49600262300158404] Predicted: 4.341168233370458 Movie Vector: [1.3211993324214104, -1.1290270136310039] User Vector: [2.1196636615641413, -0.4823263528955473] Predicted: 3.3450576964216596 Movie Vector: [1.517520684706357, -0.4336163939940794] User Vector: [1.9176196672845292, -0.2959085542732307] Predicted: 3.0383383107599546 Movie Vector: [1.4779062883588554, -0.7653719807487162] User Vector: [2.227995865659437, -0.3494685496514188] Predicted: 3.560242536351701 Movie Vector: [1.829234902449333, 0.12273073762377884] User Vector: [1.7919506057160541, -0.3884043400041715] Predicted: 3.2302294402960405 Movie Vector: [1.9791001156330263, -0.02516757697456977] User Vector: [1.5708535557190422, -0.2605582610718111] Predicted: 3.1154340738579918 Movie Vector: [2.0287567365112, -0.29115995776014253] User Vector: [2.0796813742958733, -0.35653774589022735] Predicted: 4.322977112932919 Movie Vector: [1.6979039732527417, 1.254997777994812] User Vector: [2.1030464711312398, -0.4681261815595445] Predicted: 2.983273641590465 Movie Vector: [1.8048445534676614, -0.46156776237412755] User Vector: [1.8549177087546604, -0.5089682694963096] Predicted: 3.5827614690474063 Movie Vector: [1.3261681022298755, -0.1911985391285258] User Vector: [1.5436534550021161, -0.14018631500114134] Predicted: 2.073947391554776 Movie Vector: [2.0941250038938435, 0.08474635865247399] User Vector: [1.5559877736629026, -0.3092091939580674] Predicted: 3.232228549330786 Movie Vector: [2.323391355209263, -0.19408400001743145] User Vector: [1.6185438382293096, -0.4443286001077716] Predicted: 3.8467478338002596 Movie Vector: [1.6151865616662229, -0.21984250204790984] User Vector: [1.9519869341501022, -0.5503975579587728] Predicted: 3.273823840850011 Movie Vector: [2.0421144048518896, -0.39490463037169776] User Vector: [1.5693310501783158, -0.5189533050883443] Predicted: 3.4096906066765658 Movie Vector: [1.5751425330436357, -0.3498360632855174] User Vector: [1.9981250227418335, -0.20251488951141278] Predicted: 3.2181787213628184 Movie Vector: [1.9757124069266694, -0.279043286412222] User Vector: [1.990417872899121, -0.45998489223794636] Predicted: 4.060848982485433 Movie Vector: [2.075881351704517, -0.4060708331113443] User Vector: [1.8681735175045013, -0.40015506065708095] Predicted: 4.040597865590567 Movie Vector: [1.5944044867055287, -1.2687474723672245] User Vector: [1.4872229542309903, -0.13579067327686384] Predicted: 2.5435190244484067 Movie Vector: [2.2681631632387034, 0.03646671129561776] User Vector: [1.8849173684883525, -0.15883615437528434] Predicted: 4.269507908769204 Movie Vector: [2.431148052682988, 0.17666162063079735] User Vector: [1.4166693445615235, -0.26464621059445936] Predicted: 3.3973800898690163 Movie Vector: [1.9495987845566314, -0.30461050440504905] User Vector: [2.2454926559953923, -0.37160656892116034] Predicted: 4.491005017258763 Movie Vector: [1.972910201641074, -0.1443667373405757] User Vector: [1.7356642442920467, 0.4377877587674807] Predicted: 3.36110770380652 Movie Vector: [1.5135409908398416, -0.22661178630830583] User Vector: [2.2194709558827133, -0.808286368356837] Predicted: 3.5424274874889683 Movie Vector: [1.8331610046594078, -0.6330711469350246] User Vector: [2.104081642033378, -0.4673610398303926] Predicted: 4.1529932063134956 Movie Vector: [2.3978906099643615, -0.14163157267890944] User Vector: [1.290300865618225, -0.6959501648570057] Predicted: 3.1925688460496735 Movie Vector: [1.8102890606053943, -0.34528686174006235] User Vector: [1.8536328232333275, -0.13134333551932717] Predicted: 3.400962350410326 Movie Vector: [1.471165044019169, -0.5030242670719173] User Vector: [1.670549807554268, -0.16436702170504225] Predicted: 2.5403350817907615 Movie Vector: [1.2710680022100624, -0.43797097782456434] User Vector: [1.8869822916992884, 0.07076430167862677] Predicted: 2.367490101314719 Movie Vector: [1.5730784387447596, -0.7966984339528206] User Vector: [2.139672765341048, -0.09218991960997427] Predicted: 3.439320657706881 Movie Vector: [1.3793610123524132, -0.6690751298053834] User Vector: [2.0667758725149645, -0.32280783086578707] Predicted: 3.066812751156504 Movie Vector: [1.9918260672786388, -0.24997351530983627] User Vector: [1.8761105404840661, 0.08024563391774121] Predicted: 3.716826596433695 Movie Vector: [1.851801342631505, -0.21973815884805867] User Vector: [1.7392425097850537, -1.4288155458835226] Predicted: 3.53469691216768 Movie Vector: [2.183041273657658, -0.04183261519586343] User Vector: [1.6157835292519351, 0.0373679230182227] Predicted: 3.5257589357089203 Movie Vector: [1.6225205059686385, -0.5350237235253968] User Vector: [1.8385362379158698, 0.4441930614709237] Predicted: 2.745408921272615 Movie Vector: [1.324033207280451, -0.3554269953304815] User Vector: [1.9052174470559435, -0.4670088913964997] Predicted: 2.688558734053831 Movie Vector: [1.8911513077765882, -0.7960155760660311] User Vector: [1.3051210110007032, -0.09454171361611405] Predicted: 2.5434379833870837 Movie Vector: [1.7414352509682987, 0.10388790806852326] User Vector: [2.17103251350764, 0.314413944038359] Predicted: 3.813376356934232 Movie Vector: [2.126304179205975, -0.797550234504488] User Vector: [1.8615087157253274, 0.2872790076766904] Predicted: 3.72901432193435 Movie Vector: [1.9841052989708081, -0.48345862644658083] User Vector: [2.022830777371877, 0.19988388283239805] Predicted: 3.9168736768618193 Movie Vector: [2.13651072237178, -0.1784064207742664] User Vector: [1.6085392229047453, -0.6558587529465512] Predicted: 3.5536707097382267 Movie Vector: [1.918539074159514, -0.17873813920613854] User Vector: [1.7877303140100993, 0.025706820629253464] Predicted: 3.4252356722036543 Movie Vector: [1.979145981896657, 0.17072776454894778] User Vector: [1.9548245544592469, -0.8012555359889053] Predicted: 3.7320865957790867 Movie Vector: [2.1080329182033695, -0.48090039761912584] User Vector: [1.6630192299322366, -0.20747606810754962] Predicted: 3.6054746039517465 Movie Vector: [1.1895491381861079, -1.303131224686876] User Vector: [1.8355527820152653, -0.5264366603202179] Predicted: 2.869496279824526 Movie Vector: [1.862320445030246, -0.7950924224395384] User Vector: [1.5773577525720008, -0.2878711904722247] Predicted: 3.1664297939249124 Movie Vector: [2.0389577700446546, 0.15505990841877387] User Vector: [1.9372642481843765, -0.2098007658775942] Predicted: 3.9174683039220826 Movie Vector: [1.8811036687133669, 1.2410266020251242] User Vector: [1.8806018075023576, -0.5593646641383795] Predicted: 2.843420531053096 Movie Vector: [1.7190546532732998, -1.3691089373196657] User Vector: [1.742501270710902, -0.26593650953811926] Predicted: 3.359550969718449 Movie Vector: [2.5139034947229324, 0.1612021810473713] User Vector: [1.5468347837652445, -0.43833839957756426] Predicted: 3.817932262617722 Movie Vector: [1.8991518243070158, -0.2880148244863392] User Vector: [2.073766646415473, -0.566651069053918] Predicted: 4.101601617925549 Movie Vector: [2.3134531539395087, -0.36219772348852963] User Vector: [1.9695357127446946, -0.5085010559785264] Predicted: 4.740606531312648 Movie Vector: [1.9457788613575437, -0.20163961105671746] User Vector: [1.608816553493112, -0.4976109779838816] Predicted: 3.2307393256472183 Movie Vector: [2.1297560879367086, 0.4198752936770475] User Vector: [1.835065022338449, -0.6686735867110227] Predicted: 3.6274813844906486 Movie Vector: [1.1982806068948235, -1.3056354104949572] User Vector: [1.8737613372718003, -0.3892921713097664] Predicted: 2.753565516292609 Movie Vector: [2.1951225886428554, -0.19544203962044174] User Vector: [1.976340522835545, -0.4250629312677495] Predicted: 4.421384890780549 Movie Vector: [1.776599054430245, 0.18422214913561274] User Vector: [2.187090400264822, -0.09022526148341527] Predicted: 3.868961245487152 Movie Vector: [1.444584946309995, -0.3766555367371227] User Vector: [2.2568205869503757, -0.3171726265412097] Predicted: 3.3796338723192023 Movie Vector: [1.9375370025930327, 0.4708781057853056] User Vector: [2.228245826132296, -0.5143583396043672] Predicted: 4.075108658357026 Movie Vector: [1.654002294116074, -0.7798770755511816] User Vector: [2.289473693998668, -0.751713549128224] Predicted: 4.373038906538517 Movie Vector: [2.115910416038991, 0.10650452973280669] User Vector: [1.952872949526288, -0.07191244163289659] Predicted: 4.12444521432541 Movie Vector: [1.3346544250732402, -0.5915778673514833] User Vector: [2.6166568368619356, 0.6831235763701207] Predicted: 3.088211837769376 Movie Vector: [1.3170417458979569, -0.6854306976771168] User Vector: [2.220939124248101, -0.4611863630165722] Predicted: 3.2411808322944196 Movie Vector: [1.8606042201453707, -0.7338553608173478] User Vector: [1.984191467117838, -0.12681407643659615] Predicted: 3.784858207115981 Movie Vector: [1.818862319796282, -0.183404245970842] User Vector: [1.741865014321708, -1.1030382276513802] Predicted: 3.370514535140581 Movie Vector: [1.3490564994458474, -0.741645854379637] User Vector: [1.4066043880920152, -0.18786648325547553] Predicted: 2.036919190387887 Movie Vector: [1.7418430665441387, -0.1335774308833053] User Vector: [1.855670910933344, 0.18531277742112923] Predicted: 3.207533905279127 Movie Vector: [0.7427017459722288, -0.1462547433092944] User Vector: [1.3365929563081134, -0.10778875449051684] Predicted: 1.0084545389238577 Movie Vector: [1.7753276988892124, 0.025118101417787586] User Vector: [2.2740392968499106, 0.004036046127710335] Predicted: 4.037266329876156 Movie Vector: [1.8551274724158682, 0.02525973290471069] User Vector: [2.1475313278031423, -0.3301159744097953] Predicted: 3.9756057227401667 Movie Vector: [1.9165022023085194, -0.4901387549098764] User Vector: [2.0115461910622305, -0.24201623906029565] Predicted: 3.973754243297063 Movie Vector: [2.2886181422877163, -0.3079728690034161] User Vector: [2.1651362440852933, 0.7162465528175179] Predicted: 4.73458558295327 Movie Vector: [1.2532145792862417, -1.0802313032180644] User Vector: [1.4432441468717059, -0.1828263279217642] Predicted: 2.006189328802656 Movie Vector: [1.7073259461355956, 0.18707991135197877] User Vector: [1.9805967004785936, -0.2039366310010256] Predicted: 3.3433716887085607 Movie Vector: [1.655634633075102, -0.1425743808544783] User Vector: [1.4556357789411019, -0.11065517651777328] Predicted: 2.425777602038506 Movie Vector: [0.6160537871107202, -0.2528183112997747] User Vector: [1.942624582942479, -0.42206104331191785] Predicted: 1.303465991491638 Movie Vector: [1.7559746411403674, -0.45151260914537306] User Vector: [1.73851628762942, -0.012237183493735575] Predicted: 3.0583157569346016 Movie Vector: [2.0203118570188656, -0.05943664801374182] User Vector: [2.039445698547744, -0.10925115814971274] Predicted: 4.126809849154168 Movie Vector: [1.4324087402629209, -0.7582355392539848] User Vector: [1.6920752630768765, -0.5708582664379529] Predicted: 2.856588421504175 Movie Vector: [2.0461541126741927, 0.7728508096883353] User Vector: [1.7911395259991805, -0.07362804399098394] Predicted: 3.608044014082327 Movie Vector: [2.256348033765088, -0.2392824464350715] User Vector: [1.6868116056426967, -0.2610249269794402] Predicted: 3.868492732832206
avg loss: 1.0280743957841139: 98%|███████████████████████████████████████████▉ | 68437/70000 [01:48<00:02, 768.87it/s]
Movie Vector: [2.1771191229086737, -0.21204329036802552] User Vector: [2.2804170758576494, 0.8328208505735317] Predicted: 4.788145550614459 Movie Vector: [2.065544523040426, -0.6836503080062709] User Vector: [1.8441677484572894, -0.20632705741855567] Predicted: 3.9502661487479718 Movie Vector: [2.005021918390578, -0.39089303481253224] User Vector: [1.5447594665830078, -0.07496575331979309] Predicted: 3.1265801799624495 Movie Vector: [1.2088929850440469, -0.5659046991074465] User Vector: [1.7383205171855036, 0.44434761850049886] Predicted: 1.8499850736370593 Movie Vector: [1.6933334794844768, -0.8419870558396242] User Vector: [1.6187778975302838, -0.2838329072202022] Predicted: 2.9801144436382603 Movie Vector: [2.207869396843236, -0.22896979750239724] User Vector: [1.5324870183217545, -0.2684801775145169] Predicted: 3.445005040691048 Movie Vector: [2.2229899810962634, -0.14413358763130818] User Vector: [1.7190549457881539, 0.22439997615428667] Predicted: 3.7890983478135487 Movie Vector: [2.2388709445334043, -0.23440103504475243] User Vector: [1.8368246562101054, -0.2538522170863404] Predicted: 4.171916575424808 Movie Vector: [2.1626591152922034, -0.42997965952832] User Vector: [2.045668305023646, -0.03075727366836234] Predicted: 4.437308208783682 Movie Vector: [1.6442384211223788, 0.03722788147395762] User Vector: [2.2474156757429475, -0.6568109230297995] Predicted: 3.670835523095914 Movie Vector: [1.928883040160513, -0.1949604007869969] User Vector: [1.973392489998862, 0.11439202443579242] Predicted: 3.7841413906080916 Movie Vector: [2.2535264753717383, -0.15022744400342383] User Vector: [1.6933336933568381, -0.21439163256036947] Predicted: 3.848179816593909 Movie Vector: [2.0568038062684053, 0.1459965855323207] User Vector: [1.835518563763489, 0.0377207396270677] Predicted: 3.7808086676143664 Movie Vector: [1.461786214349957, -0.9809411559795408] User Vector: [1.656171261771993, 0.13672866961183044] Predicted: 2.2868455398362992 Movie Vector: [2.2113497067156294, -0.33568270276327955] User Vector: [2.062568203475318, 0.14906396014009501] Predicted: 4.511021398811702 Movie Vector: [2.043848500205491, -0.2947895143531534] User Vector: [1.6931280972347085, -0.1767132439551133] Predicted: 3.512590533554234 Movie Vector: [1.9491528470135222, -1.9855646217073923] User Vector: [1.6941696343918506, 0.11122961427996715] Predicted: 3.081341979198272 Movie Vector: [1.1643616004851427, -0.34113887879373445] User Vector: [1.8103116786774276, -0.5150872218347836] Predicted: 2.283573680899493 Movie Vector: [2.0456389637460384, -0.04371929221348565] User Vector: [2.167178425227245, 0.1643512864045773] Predicted: 4.426079306118648 Movie Vector: [1.7576671381207047, 0.09225545571813538] User Vector: [1.8845249370770951, -0.4010200896031342] Predicted: 3.275371261750934 Movie Vector: [1.6354772597980358, -0.6718282087940677] User Vector: [1.5063792511470429, -2.190668614982727] Predicted: 3.93540198154781 Movie Vector: [2.2033944700688632, -0.09640572705994656] User Vector: [1.9945339274259681, 0.3311270577946549] Predicted: 4.362822481299195 Movie Vector: [2.095978745960499, -0.6667702142179932] User Vector: [1.895503303403827, 0.04502508055798711] Predicted: 3.942913254223505 Movie Vector: [1.7065964828237667, -0.5147108437543826] User Vector: [1.8747573972579001, -0.5402012006954309] Predicted: 3.4775017961152472 Movie Vector: [1.550888741513973, -0.5754079300793479] User Vector: [1.8691306997170027, -0.2194453366036969] Predicted: 3.025084345509933 Movie Vector: [2.004273654743203, -0.28696261152533137] User Vector: [2.0580505678640257, -0.4695371172509378] Predicted: 4.25963613067356 Movie Vector: [1.417217831216073, -0.8057204182823895] User Vector: [2.0232013157705007, -0.22606974879166516] Predicted: 3.0494659934071895 Movie Vector: [1.6324918556235106, -0.6198828982069082] User Vector: [1.4965612632915593, -0.22306234708893938] Predicted: 2.58139660795943 Movie Vector: [1.282478881889599, -0.6214541059521992] User Vector: [1.9095521018059454, -0.6530179021891467] Predicted: 2.854780901009759 Movie Vector: [2.152076538342436, -0.042548730829295195] User Vector: [2.0951189127281866, 0.1685289121833603] Predicted: 4.5016855657984 Movie Vector: [2.1466567990545715, -0.4773286521144315] User Vector: [1.8840587427069815, -0.2881045950337741] Predicted: 4.181948087865595 Movie Vector: [2.113752896261858, -0.1668265159387825] User Vector: [1.6816746989485074, -0.10165833468288003] Predicted: 3.571604071263979 Movie Vector: [2.049017067613687, -0.2689177791832719] User Vector: [1.7853477772258155, -0.14683458948401965] Predicted: 3.697694498873185 Movie Vector: [2.028098157542857, -0.43611165263422513] User Vector: [2.2024828234117666, 0.05813265273973671] Predicted: 4.441499028922855 Movie Vector: [2.298546238357974, -0.21523704342219235] User Vector: [1.8511401568473373, -0.0957651645867501] Predicted: 4.275543455083328 Movie Vector: [1.6330437573646086, -0.14085705748581653] User Vector: [1.740568263790775, 0.7074081844885921] Predicted: 2.7427807021420336 Movie Vector: [1.926788598693134, -0.9700393830565255] User Vector: [2.183578863029804, -0.7957579961345076] Predicted: 4.979211453265757 Movie Vector: [1.8599059059641312, -0.24771334693981525] User Vector: [1.7977360094211459, -0.4702679939118923] Predicted: 3.4601114800173653 Movie Vector: [1.7523493097164047, -0.3848904190266819] User Vector: [1.7765999168391695, -0.38943427955232385] Predicted: 3.2631131609555886 Movie Vector: [2.161904502919557, -0.17146171708128366] User Vector: [2.4199545842677055, -0.10814023451208483] Predicted: 5.250252622884191 Movie Vector: [1.6684741985089175, 0.3854938964467404] User Vector: [1.9628612626610022, -0.27240283865990894] Predicted: 3.169973740324356 Movie Vector: [1.8722678461056999, -0.5938678428405239] User Vector: [1.4299410022951224, -0.10844248006995232] Predicted: 2.7416330621367337 Movie Vector: [2.248840040467776, 0.30157691640408196] User Vector: [1.670778495861375, 0.005180190528860658] Predicted: 3.7588758061316643 Movie Vector: [1.7247101710136743, -0.6904295948974195] User Vector: [2.047422002691929, -0.515213347343666] Predicted: 3.886928095092187 Movie Vector: [2.2635244740169487, 0.3016224449788042] User Vector: [1.8661501858374947, -0.07627763927727269] Predicted: 4.201069569778424 Movie Vector: [0.7660135978206573, -0.7561199467664034] User Vector: [2.09385883202997, -0.4638306537719358] Predicted: 1.9546359464904985 Movie Vector: [1.4893300318537719, -0.41045151171907523] User Vector: [1.9060650610420096, 0.09964818700295003] Predicted: 2.797859189081632 Movie Vector: [1.571665975177714, -0.836072205671161] User Vector: [2.154715953637745, -0.15009915624487766] Predicted: 3.5119874831360796 Movie Vector: [1.7715795342884535, 0.03528710508968307] User Vector: [1.6845499129119341, -0.10047650213799542] Predicted: 2.9807686253121917 Movie Vector: [1.7138181202171285, -0.5421246194981211] User Vector: [2.2640167122721437, -0.3167093938517832] Predicted: 4.051808825599787 Movie Vector: [2.1626795686579756, -0.1890763917932638] User Vector: [1.9952259943523991, -0.056197453532706665] Predicted: 4.325660104583161 Movie Vector: [1.4800800456004624, -0.3643113395561315] User Vector: [2.050491107389734, -0.27596767740803385] Predicted: 3.135429125959455 Movie Vector: [1.7635169880726995, -0.18576664646104812] User Vector: [1.6163078822553305, -0.5388249479394632] Predicted: 2.950482111921347 Movie Vector: [1.902007500399883, -0.33547189565591745] User Vector: [2.1463756192065526, -0.3122415646921022] Predicted: 4.187170796016136 Movie Vector: [2.071412879330012, -0.21210181540091097] User Vector: [1.7731267480486634, 0.08533425914909314] Predicted: 3.6547780313111278 Movie Vector: [1.88736411992987, -0.3333416664502629] User Vector: [1.7617358564522765, 0.09549149988064437] Predicted: 3.2932057485598976 Movie Vector: [1.3536068648494382, 0.5049963291442295] User Vector: [2.3584283360503018, -0.19143677826481934] Predicted: 3.0957099156461947 Movie Vector: [1.706769594370533, -0.37831823387936936] User Vector: [1.931841833775849, 0.5712951367544615] Predicted: 3.081077535860812 Movie Vector: [1.904676190835466, -0.04536199365531136] User Vector: [1.9643185724927315, 0.4824562884288232] Predicted: 3.719505637148142 Movie Vector: [2.0376034514976586, -0.0506351323989576] User Vector: [2.046393054035683, -0.2404236367430529] Predicted: 4.1819114327022655 Movie Vector: [2.0046277457027375, -0.4573163721814163] User Vector: [1.8008296291065717, -0.03352088131582295] Predicted: 3.62532268762628 Movie Vector: [1.909198819584188, -0.2476765385768138] User Vector: [2.1243924627580215, -0.7772964259440315] Predicted: 4.248405670457107 Movie Vector: [1.8844778103522437, -0.5213798097264098] User Vector: [1.8998646408860966, 0.043637657172642966] Predicted: 3.5575009650291043 Movie Vector: [1.9417147829619144, 0.08065558907933303] User Vector: [1.592892585022055, -0.420561846300808] Predicted: 3.0590224165500586 Movie Vector: [1.3748273836400513, -0.3235903910257495] User Vector: [2.2255092363905176, -0.2150650669198843] Predicted: 3.129284029834128 Movie Vector: [2.061205899813178, -0.23911387459934882] User Vector: [1.7383014541898825, -0.22265193732467078] Predicted: 3.636236380450766 Movie Vector: [1.8125049230540804, -0.058301809729118304] User Vector: [2.065505359743488, -0.6022581775568863] Predicted: 3.7788513748053885 Movie Vector: [2.0004899293502203, -0.43682771557199984] User Vector: [1.6573124294706743, -0.19808944971380354] Predicted: 3.4019677867404265 Movie Vector: [2.0197580718610677, 0.19531499803048674] User Vector: [2.2055455771206596, -0.7244625875808597] Predicted: 4.313170073380412 Movie Vector: [2.0538540349694827, 0.541948088970535] User Vector: [1.8316542856681075, -0.20790042263053216] Predicted: 3.6492793085478046 Movie Vector: [2.1170199521685014, -0.06201292729271925] User Vector: [1.9017000662142005, -0.5509512338589253] Predicted: 4.06010308202275 Movie Vector: [1.8849001314198195, -0.23084135875931142] User Vector: [2.269142953991781, -0.22533504837975077] Predicted: 4.329124500933543 Movie Vector: [2.0358699105278713, 0.10945193508359112] User Vector: [1.6469264273077944, -0.47274343511905137] Predicted: 3.3011852744372616 Movie Vector: [2.048647910614397, -0.46036458951362813] User Vector: [1.8053739930765331, 0.05967286047813461] Predicted: 3.67110438687469 Movie Vector: [2.051631371232594, -0.8789315290068611] User Vector: [2.0259196578311855, -0.21191598637401826] Predicted: 4.342699967527976 Movie Vector: [1.9303669251074644, 0.0914027744960153] User Vector: [1.4255358583170996, 0.04405680991679865] Predicted: 2.7558341861118483 Movie Vector: [1.1052452141522513, -0.6763064647318163] User Vector: [2.424363452749191, -0.24978577500984797] Predicted: 2.8484478379538785 Movie Vector: [2.294313000216361, -0.24206321918811086] User Vector: [1.8434700701615627, -0.3026160787930196] Predicted: 4.302749569692161 Movie Vector: [1.8141970982863689, 0.12599017367207] User Vector: [1.9786610254253105, -0.13096923271898273] Predicted: 3.573180254442967 Movie Vector: [1.883397990718452, 0.16378665440613796] User Vector: [1.9626171751306298, 0.04470284485926377] Predicted: 3.7037109735924876 Movie Vector: [1.391185338665233, 0.13915531013563842] User Vector: [2.0971179636155752, 0.46636099518458074] Predicted: 2.9823763733535533 Movie Vector: [2.2734366852877126, -0.18037026052467164] User Vector: [1.6244880655194107, -0.45341637443911315] Predicted: 3.7749535925476327 Movie Vector: [1.9336234280051048, -0.24584522471925024] User Vector: [1.7928497299621435, 0.28485943864385244] Predicted: 3.396664908040629 Movie Vector: [1.7823576342317895, -0.26393319421340733] User Vector: [1.8381477705012474, -1.4405518263310135] Predicted: 3.6564461565525437 Movie Vector: [1.3196106853555418, 0.1662342459549992] User Vector: [1.860403192033716, -0.29067211756671035] Predicted: 2.4066882709934045 Movie Vector: [2.0598127487109235, -0.29963366367707583] User Vector: [1.8941568037597425, -0.6426765262359455] Predicted: 4.094175854557185 Movie Vector: [1.7423013490618495, -0.5249990077806684] User Vector: [1.9344319014602869, -0.36415935690987666] Predicted: 3.561546612634268 Movie Vector: [1.6997841064514003, -0.9165153823755193] User Vector: [2.283637553986354, -0.138471740015221] Predicted: 4.00860229890981 Movie Vector: [2.1659397955924273, -1.2948695241571357] User Vector: [1.693844974881034, -0.4097413269692745] Predicted: 4.199327795739305 Movie Vector: [2.0718861276675122, -0.029582772955224077] User Vector: [1.857910281628696, -0.2009722833408915] Predicted: 3.8553238563857026 Movie Vector: [1.6990680632293438, -0.9164719640359009] User Vector: [1.564529191098316, -0.6855698918162306] Predicted: 3.2865471678218885 Movie Vector: [1.4578870506743007, -0.6498774353798961] User Vector: [1.4539467691395502, -0.19174755096152774] Predicted: 2.244302573757541 Movie Vector: [1.7029436949799033, -0.38211134032728306] User Vector: [1.6231745509004798, -0.6586880588543176] Predicted: 3.015867044334208 Movie Vector: [1.8449802749392692, 0.1239526093924498] User Vector: [1.5303550481400219, -0.3932468101534377] Predicted: 2.7747309092183 Movie Vector: [1.842413692295308, -0.13305774512663898] User Vector: [2.5340212141955645, -0.4349483493041386] Predicted: 4.7265886282056515 Movie Vector: [2.329334067434374, -0.13905476604283942] User Vector: [2.050758498805162, 0.5404664155911854] Predicted: 4.701747204373395 Movie Vector: [1.2107641592701635, -0.4566846317451969] User Vector: [1.9242425789366935, -0.23989284614821027] Predicted: 2.4393593244196397 Movie Vector: [2.098424494284336, -0.45065524659709355] User Vector: [1.8711175254011512, 0.18385275459602018] Predicted: 3.8435446385264447 Movie Vector: [1.7521055535692251, -0.7058348970948791] User Vector: [1.7689152723147872, -0.6257899676560561] Predicted: 3.5410306698396767 Movie Vector: [1.6827271123828158, -0.9093114303956408] User Vector: [1.7690736503615951, -0.21230419684743793] Predicted: 3.1699188281798354 Movie Vector: [1.795553255113949, -0.669921163382453] User Vector: [1.6721955217849775, 0.15151493804645047] Predicted: 2.9010130487620867 Movie Vector: [1.3614268087662438, -0.782536099683406] User Vector: [1.9245528874232514, -1.3268221579483903] Predicted: 3.6584241322809508 Movie Vector: [2.3516285078345662, -0.13317918571598783] User Vector: [2.032882374449193, -0.24008789180251552] Predicted: 4.812558854759673 Movie Vector: [1.8093751480922735, -0.3329314628102123] User Vector: [2.082318562900208, -0.7740156728314889] Predicted: 4.025389628316672 Movie Vector: [1.723591064551964, -0.018055591199230094] User Vector: [1.6984529228797136, -0.402143046907096] Predicted: 2.934699211896208 Movie Vector: [1.8734179398394828, -0.6772818540203793] User Vector: [1.3682387073154003, -0.5030718109518566] Predicted: 2.9040043490943175 Movie Vector: [1.938486481493413, 0.041816332729510436] User Vector: [1.9443565094234287, -0.20220657855409713] Predicted: 3.7606532711521226 Movie Vector: [2.096056773960668, -0.4630060968333814] User Vector: [1.863268728761981, -0.15162209151643494] Predicted: 3.9757189934173707 Movie Vector: [2.1123325259133745, 0.019213132015273977] User Vector: [1.690543498953507, 0.007830743070606792] Predicted: 3.571140472411289 Movie Vector: [1.4549521083447314, -0.7530992791872799] User Vector: [1.8014667538805156, -0.4774887834920267] Predicted: 2.980644310339252 Movie Vector: [1.967060674774815, -0.3065707322989734] User Vector: [2.3421411619424757, -0.33941878593146074] Predicted: 4.711189640187472 Movie Vector: [2.347428261807658, -0.21776586059666547] User Vector: [1.7387907956326454, -0.773463403921956] Predicted: 4.250120578834187 Movie Vector: [1.5509326230614995, -0.6621483527282784] User Vector: [1.644584797882393, -0.23833842434711094] Predicted: 2.7084556095000987 Movie Vector: [1.6140766587438333, -0.3755873144027633] User Vector: [1.5951403706567546, -0.5195464597163553] Predicted: 2.7698138992093835 Movie Vector: [1.6889103159970849, -0.45104055233549356] User Vector: [2.348026357789977, -0.14873596743806888] Predicted: 4.032691890809975 Movie Vector: [1.8502784267407755, -0.4560432318641896] User Vector: [1.504070034045384, -0.33450021881095493] Predicted: 2.9354948971472643 Movie Vector: [1.912578639401716, 0.10707315395004173] User Vector: [2.096631663060835, 0.09355651763250587] Predicted: 4.019990324878944 Movie Vector: [1.656313207477287, 0.3871815799019852] User Vector: [1.8823664064083183, -0.5159879510149983] Predicted: 2.918007310161281 Movie Vector: [1.2870252163600535, -1.1141105886278762] User Vector: [1.9692715731156267, 0.06855395501094648] Predicted: 2.458125485290828 Movie Vector: [1.895178935612632, 0.41273074237771357] User Vector: [1.8445651085134072, -1.0006237601235117] Predicted: 3.0827927516640816 Movie Vector: [1.506738035497166, -0.5523767785570164] User Vector: [2.133399409806881, -0.3099528494452797] Predicted: 3.3856847921443847 Movie Vector: [1.686112362190415, -0.45086331566823834] User Vector: [2.00754660359605, 0.11253931747476144] Predicted: 3.334209296176969 Movie Vector: [2.258221593771407, -0.5737375150799926] User Vector: [1.7768834203565187, 0.7960757438492668] Predicted: 3.5558579903719516 Movie Vector: [2.090216935124548, 0.09422343981809125] User Vector: [1.7894357692008827, -0.3847528783383716] Predicted: 3.704056209424354 Movie Vector: [1.2984440496842757, -0.5869539328512408] User Vector: [2.0801157215689465, -0.6027281407136131] Predicted: 3.0546875339578836 Movie Vector: [1.8398147060565662, 0.27003318613318494] User Vector: [1.9741517928896666, -0.7995883036360053] Predicted: 3.416158123320686 Movie Vector: [1.3645003568261882, -0.519044659160947] User Vector: [2.107105838380925, -0.7750538667901716] Predicted: 3.277434238460795 Movie Vector: [2.13875898318008, 0.01933554164108369] User Vector: [1.797078842830041, -0.22645628917928695] Predicted: 3.8391398635763023 Movie Vector: [1.7027066733661922, -0.5175452578567238] User Vector: [2.3529872198413915, 0.30727039779305737] Predicted: 3.8474207043117548 Movie Vector: [2.5241688611727016, 0.158293205668814] User Vector: [1.6175825439009526, -0.08826490305194308] Predicted: 4.06907975323917 Movie Vector: [2.3411643831396884, -0.24975413970576543] User Vector: [1.916340565395684, -0.6563074055334311] Predicted: 4.650383769121674 Movie Vector: [1.1722948036916019, 0.32449207385912854] User Vector: [1.6989792063203595, -0.4215106727303996] Predicted: 1.8549276228013956 Movie Vector: [1.707956753526178, -0.3828412489941953] User Vector: [1.9989555950500806, 0.12157018466011847] Predicted: 3.36758762722899 Movie Vector: [2.3095644400218625, -0.30104364522484056] User Vector: [2.0454006039554433, -0.40913014436395134] Predicted: 4.847150530525422 Movie Vector: [1.9917167171007297, -0.3101438405676467] User Vector: [2.0548951942562717, 0.004062483811101258] Predicted: 4.091509155958749 Movie Vector: [1.7820781144739046, 0.974343697099543] User Vector: [1.706056730028122, -0.2931718386310117] Predicted: 2.7546762274968204 Movie Vector: [1.6228717063916762, -0.7696558248567116] User Vector: [1.9118365826193078, -0.10144880888828314] Predicted: 3.1807461638630694 Movie Vector: [2.2757221174989706, -0.24869404823547173] User Vector: [1.7792880511916689, -0.8351978181164724] Predicted: 4.25687389796334 Movie Vector: [1.5161099893093357, -0.798111695545324] User Vector: [1.9931173250823724, -0.2658715124634103] Predicted: 3.2339802500322596 Movie Vector: [1.9314367103818562, 0.47228627006235424] User Vector: [1.711372462530691, -0.6691952932032151] Predicted: 2.989355850298144 Movie Vector: [2.1849976723394486, -0.22464419189216545] User Vector: [2.0144302732257313, -0.2507346479817666] Predicted: 4.457851540463573 Movie Vector: [1.691158223669875, 1.0026573154993368] User Vector: [2.170384501259484, -0.1200296991599898] Predicted: 3.550114941890668 Movie Vector: [1.2313944172614015, 0.6559504930364252] User Vector: [1.7982270031778251, -0.6375981846297647] Predicted: 1.7960938491148506 Movie Vector: [1.9523526994910183, -0.046657106706965434] User Vector: [1.7361438816581238, 0.2232919686253794] Predicted: 3.3791470368530905 Movie Vector: [1.3946842608417505, 0.400118506694197] User Vector: [1.8079259690668892, -0.14979780404374343] Predicted: 2.461549020164607 Movie Vector: [2.166933877888279, -0.16580227646837753] User Vector: [1.8570349967007231, -0.4224472160119686] Predicted: 4.094114756877459 Movie Vector:
avg loss: 1.0279441686331008: 98%|████████████████████████████████████████████ | 68593/70000 [01:48<00:01, 707.15it/s]
[1.689423901870659, -0.5120472352901211] User Vector: [1.88888585200205, -0.4170107216575716] Predicted: 3.4046580933886847 Movie Vector: [2.127986748508008, 0.23610849401073203] User Vector: [1.8555262486036406, -0.5054705749721129] Predicted: 3.8291893723139183 Movie Vector: [2.1604516518137444, -0.2644538457704432] User Vector: [1.5739479157571559, 0.038169599625040906] Predicted: 3.3903442770539876 Movie Vector: [1.4270916084529939, -0.514366365757475] User Vector: [1.9564670075045956, -0.1068099631257672] Predicted: 2.8469971011846398 Movie Vector: [2.0133296982930196, -0.13417170053667904] User Vector: [2.3377272763151407, -1.1510372817019734] Predicted: 4.861052381381994 Movie Vector: [1.6621639786796587, -0.627904103032863] User Vector: [2.303880953202663, -0.36144497247868074] Predicted: 4.056380712819586 Movie Vector: [1.042172769555831, -0.8006111205161592] User Vector: [1.4175785153602825, -0.12373663964787526] Predicted: 1.5764266571332581 Movie Vector: [1.3567617353440673, -0.5131070119091772] User Vector: [2.395864345468665, -0.8588604129947942] Predicted: 3.691304367165884 Movie Vector: [2.2681969640248174, -0.18252153480762023] User Vector: [1.739229437761665, -0.4777638161907868] Predicted: 4.032117115480287 Movie Vector: [1.7540355404725585, -0.38003888227236454] User Vector: [1.3267483438955596, -2.2033158492443072] Predicted: 3.164509441095712 Movie Vector: [2.164767027353975, -0.1889132943396352] User Vector: [2.11633929793462, 0.3082894675355039] Predicted: 4.523141551939982 Movie Vector: [1.9874295313118748, 0.21825692546615705] User Vector: [1.6594907475918934, -0.4177954698582917] Predicted: 3.2069341639779902 Movie Vector: [1.8648250070696097, -0.4095453183941324] User Vector: [2.482326567938259, -0.5680008352131743] Predicted: 4.861726742510057 Movie Vector: [2.2481114167270446, -0.3330258955524488] User Vector: [1.7424039963317919, -0.5554032610656705] Predicted: 4.102081985113474 Movie Vector: [1.4787059836974807, 0.14837987734438968] User Vector: [1.68058725366555, 0.08771447551995636] Predicted: 2.4981094912399433 Movie Vector: [1.3607572287463907, -0.2840321815663589] User Vector: [1.9800945714872187, -0.39820496415646756] Predicted: 2.8075310264326347 Movie Vector: [2.177016999332972, -0.10078484247971393] User Vector: [2.0323402876638945, -0.4065206657690618] Predicted: 4.465410475937844 Movie Vector: [2.0181961712044, -0.502230709294232] User Vector: [1.6624480245252458, -0.4316225310307967] Predicted: 3.571920327830138 Movie Vector: [1.9286779377350358, 0.23305439758172292] User Vector: [1.898322362214535, -0.23879735021180104] Predicted: 3.605599686114508 Movie Vector: [2.222585114177885, 0.10605925729940562] User Vector: [1.6212176870998094, -0.10173798143629494] Predicted: 3.592504043439662 Movie Vector: [2.0795748914122876, -0.24622029295635797] User Vector: [1.932961526671029, -0.3176475210189839] Predicted: 4.09794952261319 Movie Vector: [1.7405528267826986, -0.49130418114417623] User Vector: [1.0709624994287428, -1.12923148814603] Predicted: 2.4188629573647673 Movie Vector: [2.3239175976059867, -0.27131700678425563] User Vector: [2.1435213850463217, -0.38859475271499727] Predicted: 5.086799432712606 Movie Vector: [1.8451057050620525, -0.48154878972665377] User Vector: [2.0582680261976507, -0.4108073678392161] Predicted: 3.9955458684778624 Movie Vector: [2.0749703511068844, 0.25793036974674716] User Vector: [1.9012754875771767, -0.056435627305394205] Predicted: 3.9305338037911572 Movie Vector: [1.7239251422124844, -0.22530909201152655] User Vector: [1.6507154719470805, -0.20076522960731213] Predicted: 2.890944136319028 Movie Vector: [2.122352673398182, -0.320853100985162] User Vector: [1.9530307523236596, 0.5776021153609574] Predicted: 3.9596946085738294 Movie Vector: [2.3820043409471015, -0.3248108543590345] User Vector: [1.9900361316226833, -0.17108745180458013] Predicted: 4.795845765557565 Movie Vector: [2.156878126945161, -0.7853578066238854] User Vector: [2.126270265801871, -0.09929775707313236] Predicted: 4.664090096979556 Movie Vector: [2.222660352442399, -0.23575685122672815] User Vector: [1.9946920278128755, 0.04654879350677829] Predicted: 4.422548688567049 Movie Vector: [1.125184006318206, 0.014554667150457577] User Vector: [1.5953947034900655, -0.18895051593723167] Predicted: 1.7923624922644246 Movie Vector: [1.9887285808630657, 1.2063309910763753] User Vector: [1.5279684330841123, -0.5118723337104315] Predicted: 2.421227033901447 Movie Vector: [1.341832206551543, -0.08779522299226224] User Vector: [1.7620303375808057, -0.5464391950641598] Predicted: 2.412323806869183 Movie Vector: [1.6682487543079605, -0.6186653213485462] User Vector: [2.055262352234443, -0.31491618613001515] Predicted: 3.6235165823811424 Movie Vector: [1.6063618855047639, -0.4666540369609058] User Vector: [2.0294645345304554, 0.2544608263667538] Predicted: 3.1413093043809366 Movie Vector: [2.0306336604562043, -0.7076341491576393] User Vector: [1.8742563908895518, -0.22433259690622098] Predicted: 3.9646735220055422 Movie Vector: [1.9701702681388409, -0.24588352561486845] User Vector: [2.1019816863919725, 0.14308099668994623] Predicted: 4.106080562787192 Movie Vector: [1.6679079999920536, 0.06629896071188122] User Vector: [1.9909777789299872, -0.21073245505524743] Predicted: 3.3067964225253097 Movie Vector: [1.9702845983284873, -0.38678269558932954] User Vector: [1.5882033919294365, -0.01689980980410473] Predicted: 3.1357492361226096 Movie Vector: [2.043401633868481, -0.33999661930004976] User Vector: [2.134208286481595, 0.16775607571008108] Predicted: 4.304008201003671 Movie Vector: [2.038400370423796, -0.22919759357570885] User Vector: [2.048832737859114, 0.06844571407133453] Predicted: 4.160653818832697 Movie Vector: [1.759141359585044, -0.25830953872700174] User Vector: [1.7799613768370244, -0.16052359904784005] Predicted: 3.1726684532827956 Movie Vector: [1.0217424423076427, -0.26337756775038534] User Vector: [2.0815614577367656, -0.33101423144194686] Predicted: 2.2140014108093626 Movie Vector: [2.1054094502102414, -0.7829541967716956] User Vector: [1.855748516041867, -0.24394181828414294] Predicted: 4.098105733281867 Movie Vector: [1.2954683050404303, -1.124874563480862] User Vector: [1.5002498352084832, -0.13800970823381384] Predicted: 2.098769721460351 Movie Vector: [2.2869875172642518, -0.5608498637688656] User Vector: [1.8393738510381645, -0.5265941183448334] Predicted: 4.5019652764417435 Movie Vector: [1.0002510004558205, -0.14304103223619716] User Vector: [1.3081376866991707, -0.792085153691351] Predicted: 1.421766707857786 Movie Vector: [2.1425399481459495, -0.09388853978504423] User Vector: [1.7990459431467678, -0.19596191825204265] Predicted: 3.872926380100017 Movie Vector: [1.9448183395264174, -0.817227174653652] User Vector: [1.8032897627000437, 0.10840660544478202] Predicted: 3.418478178097854 Movie Vector: [2.215373817387499, -1.3068276206701672] User Vector: [1.9114905129113717, -0.326150542842807] Predicted: 4.660888572372003 Movie Vector: [2.0280065496648776, -0.5704792274684941] User Vector: [1.3556158472991338, -0.1598354557073773] Predicted: 2.840380624446165 Movie Vector: [1.8454398712443498, -0.48161548557385303] User Vector: [1.539280424129802, -0.4941197975729342] Predicted: 3.0786252139547923 Movie Vector: [1.9828459905866411, -0.36211172172273365] User Vector: [2.3713457116374723, -0.60862631857647] Predicted: 4.922404060720682 Movie Vector: [1.5877271445497019, -0.2987615307785235] User Vector: [1.7991920421612524, 0.0826653097303626] Predicted: 2.831928829119908 Movie Vector: [1.8689626802209316, 0.23309351887692498] User Vector: [1.911243018879785, 0.3282814846268804] Predicted: 3.6485621615529285 Movie Vector: [2.3233851013765574, -0.17109409674781614] User Vector: [1.9327050593904471, 0.6768314239196278] Predicted: 4.374616279216792 Movie Vector: [1.9975889415651262, -0.6603413638944924] User Vector: [1.9746228598793139, -0.04102298663446301] Predicted: 3.971573963601848 Movie Vector: [2.0330470469282758, -0.7079230110536157] User Vector: [2.0366163664289005, -0.4880868629799466] Predicted: 4.486064811190548 Movie Vector: [2.0798865810220972, -0.4570878707922185] User Vector: [1.4427158226515957, 0.04487028034332293] Predicted: 2.9801756188573307 Movie Vector: [1.9157256420184334, -0.1872056809656324] User Vector: [1.9148951503862146, -0.2563630910597106] Predicted: 3.7164063684079034 Movie Vector: [1.9559923098246839, -0.17819957720733795] User Vector: [1.6867338855640626, -0.35497199315194183] Predicted: 3.362494367984137 Movie Vector: [1.473846520974376, -0.6637423795819537] User Vector: [1.7669093431833969, -0.15247160197983017] Predicted: 2.7053550522447343 Movie Vector: [1.5847381795903972, -0.44398874888401985] User Vector: [1.9070837948476687, -0.49872348929156896] Predicted: 3.2436561194228775 Movie Vector: [2.143609928596938, -0.4128726699109739] User Vector: [1.636756579463079, -0.15360933532209897] Predicted: 3.571988750831104 Movie Vector: [2.0711988543011115, -0.7170663118168685] User Vector: [1.2653296579609665, -0.5174848659216519] Predicted: 2.991820302109457 Movie Vector: [2.368229137019488, -0.5586060729564765] User Vector: [1.782738172349608, -0.15960006792744558] Predicted: 4.311086050623749 Movie Vector: [1.9456339290714055, 0.07250649869038997] User Vector: [2.136168883169058, -0.3877363493001043] Predicted: 4.128089252217546 Movie Vector: [2.161193019268431, -0.5277205711521974] User Vector: [2.097133770286429, -0.2874484422834675] Predicted: 4.6840033209537575 Movie Vector: [1.8725564946284807, -0.31760025163741673] User Vector: [2.0395839521030847, -0.2919153343993217] Predicted: 3.911948559512701 Movie Vector: [2.077953489243579, -0.21132048149932076] User Vector: [2.3803588830184745, 0.16409361828648597] Predicted: 4.911598704192921 Movie Vector: [1.509450494057055, 0.1499845179814206] User Vector: [1.7837233071650465, 0.07419853866483542] Predicted: 2.703570659317935 Movie Vector: [2.111281400914296, -0.5640413439325263] User Vector: [1.9336181485233639, 1.1544979491201333] Predicted: 3.431227458658649 Movie Vector: [2.365585291394091, -0.25811780075152924] User Vector: [1.9475280149616179, -0.5967048725715014] Predicted: 4.761063776177012 Movie Vector: [2.320960109598985, -0.30332305783975616] User Vector: [2.150387002891075, 0.009443403842936363] Predicted: 4.988098051780248 Movie Vector: [1.728493579366935, -0.5001887392222631] User Vector: [1.867060571438849, 0.32277113267839463] Predicted: 3.0657557241094633 Movie Vector: [2.01221422190932, -0.29148781736576934] User Vector: [2.078807645580821, -0.37551294467144936] Predicted: 4.2924637576864315 Movie Vector: [2.05905631998921, 0.20006250023909297] User Vector: [1.8099363612884651, 0.47284613960674265] Predicted: 3.8213596844074162 Movie Vector: [2.143130163647386, -0.25666446082757993] User Vector: [1.4716560770207594, -0.1652797489101027] Predicted: 3.1963719668178996 Movie Vector: [1.8512033212259735, -0.60442011791507] User Vector: [1.6501053780032613, -0.3210910901209477] Predicted: 3.2487544706848595 Movie Vector: [2.2362049843015597, -0.14240854305875808] User Vector: [1.962166238838474, -0.652569617833714] Predicted: 4.48073741183895 Movie Vector: [1.7380038637684176, -0.2544730325957822] User Vector: [1.9009797855964528, 0.6791676733259981] Predicted: 3.131080354840005 Movie Vector: [1.4945493091304707, 0.649438532113284] User Vector: [1.6817602600477346, 0.5002563387001571] Predicted: 2.8383593770632185 Movie Vector: [1.9548648527380013, -0.45311220765964366] User Vector: [2.2246830770811816, -0.0763731003085662] Predicted: 4.383560339953654 Movie Vector: [2.225153955389958, -1.0083655226727515] User Vector: [2.321205320597362, 0.008548788792370712] Predicted: 5.156418896520598 Movie Vector: [1.8062233448428822, -1.2120805089677318] User Vector: [2.013304956627639, -0.7938417175713574] Predicted: 4.598678486022437 Movie Vector: [2.0331335065923413, -0.26731145873011797] User Vector: [1.7842463118164447, -0.6923717792533749] Predicted: 3.8126898708636072 Movie Vector: [1.789464814716116, 0.05951882520093469] User Vector: [1.9386725889872178, 0.755379706916394] Predicted: 3.514145697983515 Movie Vector: [1.3712237336050053, -0.6309224904412184] User Vector: [1.5432089040120502, 0.04193226187409031] Predicted: 2.089628668000457 Movie Vector: [1.893759659471938, -0.020649755229286384] User Vector: [2.177374287579473, -0.21185635245752932] Predicted: 4.127798371211473 Movie Vector: [2.2015521586114417, -0.18355476390944592] User Vector: [1.5771512585936593, -0.27311213720619004] Predicted: 3.5223117916793094 Movie Vector: [1.9237620605451624, -0.45204445257466463] User Vector: [1.9174012167003387, -0.13256186435463432] Predicted: 3.748547570935713 Movie Vector: [1.726485454117932, -0.34787352643565583] User Vector: [1.513272915671661, -0.663395053078213] Predicted: 2.843421253552042 Movie Vector: [1.4780721309451512, -0.9471167977934686] User Vector: [1.8617516888947327, 0.15292432894767052] Predicted: 2.6069660853577394 Movie Vector: [1.9900535005171112, -0.2874847352317767] User Vector: [1.7762035820583022, -0.39110799214691877] Predicted: 3.647177733675545 Movie Vector: [1.828518330836436, -0.9205708314225414] User Vector: [1.6906742967955015, -1.0192388471875884] Predicted: 4.029710496138206 Movie Vector: [1.8649885616083457, 0.41390206742695873] User Vector: [1.593939094140497, -0.04107792741516036] Predicted: 2.9556759393896455 Movie Vector: [1.5775455451431954, -1.2566523457867733] User Vector: [2.121854763137871, -0.21321917467356818] Predicted: 3.6152649050492776 Movie Vector: [1.8963392216287573, -0.3721706698431556] User Vector: [1.6333203315243672, -0.3156107521939045] Predicted: 3.21479047120705 Movie Vector: [1.8201545520734776, -0.24960824644374308] User Vector: [1.9066178660694575, -0.5591207145388676] Predicted: 3.609900329097363 Movie Vector: [1.6980411235961421, -0.32177221698185415] User Vector: [1.6906802086867574, -0.12797132011623635] Predicted: 2.9120221365841177 Movie Vector: [1.5764979071573875, -0.821501367092003] User Vector: [1.8639672084452494, -0.4094581337450226] Predicted: 3.2749108197624097 Movie Vector: [1.9178180419071071, -0.11655393240104198] User Vector: [1.8764630492010017, -0.6205557609818264] Predicted: 3.671042904946258 Movie Vector: [2.025185499849857, -0.13355667647541525] User Vector: [2.19604295972188, -0.39118302057424087] Predicted: 4.499639463197624 Movie Vector: [1.7836973449380298, -0.18981182720870726] User Vector: [1.784462551702477, -0.1565291824505845] Predicted: 3.2126522057454805 Movie Vector: [1.9582511970828826, 0.19727614153175022] User Vector: [1.8103593585741964, 0.08690373504246839] Predicted: 3.5622824146119956 Movie Vector: [2.119136906639028, -0.6393512143204384] User Vector: [2.055797803629095, -0.3531100606969503] Predicted: 4.582278344353227 Movie Vector: [1.6068491115132106, 0.10133135644514966] User Vector: [1.679488567642885, -0.14461056240492592] Predicted: 2.6840311282687774 Movie Vector: [1.7982974147585646, -0.5456682248081771] User Vector: [1.8889413731619003, -0.28707710043520485] Predicted: 3.553527239765095 Movie Vector: [0.04697645484473683, 1.2314204313869999] User Vector: [1.758019074237024, -0.14073177435733503] Predicted: -0.09071447863188582 Movie Vector: [1.7456385643674417, -1.0936011123359917] User Vector: [1.6817883753036798, -0.8528335434149301] Predicted: 3.8684543567509806 Movie Vector: [1.7325140066828397, 0.8464409541634155] User Vector: [1.8352456075967358, -0.47859691741337923] Predicted: 2.7744846894294533 Movie Vector: [1.6456434338485855, 0.06865552477492896] User Vector: [1.9433980047214725, -0.20933430220636065] Predicted: 3.1837682094529622 Movie Vector: [2.0198994507453705, 0.4209243226397159] User Vector: [2.06600519608235, -0.0688827830065201] Predicted: 4.144128322025262 Movie Vector: [2.0560961502444215, -0.11954887578776438] User Vector: [1.9630664607322343, 0.15400377461455525] Predicted: 4.017842414463247 Movie Vector: [1.98846571888301, -0.43025184389452714] User Vector: [1.9242041290104033, -0.15510716593389726] Predicted: 3.8929490908146414 Movie Vector: [2.2275496759523206, -0.167562581694446] User Vector: [2.0672042550024945, -0.4375203409779661] Predicted: 4.678112206236167 Movie Vector: [1.9322479927174034, -0.19745447959323734] User Vector: [1.9072596288696966, -0.5500038993562928] Predicted: 3.793899323196059 Movie Vector: [1.712513033326146, 0.27479513959076435] User Vector: [1.6987498391950615, -0.45708442615783057] Predicted: 2.783526661291432 Movie Vector: [1.9871351294163948, 0.1986626737639326] User Vector: [1.826252020952321, -0.21829245800040495] Predicted: 3.5856429826331815 Movie Vector: [2.3262859229118513, -0.22421918964502865] User Vector: [2.2329785795664567, -0.3936188461469436] Predicted: 5.2828035345212285 Movie Vector: [1.5995170488931825, -0.17845345392258188] User Vector: [1.8096191395330796, -0.22634291809306356] Predicted: 2.934908341191195 Movie Vector: [2.1639480584432365, -0.186385241379276] User Vector: [1.7292589594999623, -0.3843263340742925] Predicted: 3.813659324500364 Movie Vector: [1.6882995171006268, -0.6820559969707028] User Vector: [1.770636805181621, -0.15505791815953446] Predicted: 3.0951234461072303 Movie Vector: [0.9579767037166939, -0.6975067439001915] User Vector: [1.8801893271855488, -1.2816755602277006] Predicted: 2.695154920771398 Movie Vector: [1.8015866609221145, -0.6693744862174182] User Vector: [1.6701990594642566, -0.16005056598740386] Predicted: 3.1161421119920916 Movie Vector: [1.8675026388669935, -0.20820669012929943] User Vector: [2.0936090009626565, -0.22941628227155858] Predicted: 3.957586338846981 Movie Vector: [2.435865281274245, -0.16211398841831237] User Vector: [1.940711235113835, -0.09419086832358728] Predicted: 4.74258077592917 Movie Vector: [1.649831509026864, 0.03677588744798979] User Vector: [1.5214699768910023, -0.23252057839553983] Predicted: 2.5016179572927344 Movie Vector: [1.9762730771548003, -0.1325264255096308] User Vector: [2.237580220039175, -0.21251284430031706] Predicted: 4.45023311446754 Movie Vector: [1.690387295903431, -0.43624821442389794] User Vector: [2.079742498308333, 0.23985489293491813] Predicted: 3.4109340291271755 Movie Vector: [1.5838914972909337, -0.6549939787118952] User Vector: [2.0868876253582473, -0.37910565318560147] Predicted: 3.5537154857388042 Movie Vector: [1.3327440084472584, -0.40536678044796415] User Vector: [1.708431452138155, -0.28143978592461444] Predicted: 2.3909881215902002 Movie Vector: [1.5048375252115094, -0.9773869653019128] User Vector: [1.8971478464497402, -0.5849041208868906] Predicted: 3.426576933917993 Movie Vector: [2.015369525678608, -0.1579029461824691] User Vector: [2.001337408204794, -0.32574318020967524] Predicted: 4.084870230950505 Movie Vector: [1.9669047720143722, -0.04460547218109352] User Vector: [2.125183648923769, 0.5903821176409741] Predicted: 4.153699587350428 Movie Vector: [1.2388859636381497, -1.1564290177376182] User Vector: [1.8412113014429379, -0.5326354739000767] Predicted: 2.897005955344062 Movie Vector: [1.709542679303938, -0.5415265354412651] User Vector: [1.6194909017181554, -0.5391602431791623] Predicted: 3.060558393768088 Movie Vector: [2.0295773669201815, 0.12983269563904] User Vector: [1.5096318659824002, 0.15471100585058312] Predicted: 3.0840012145139686 Movie Vector: [1.6619389108627471, 0.38563948100296136] User Vector: [2.423752526794885, -0.5551370414315852] Predicted: 3.8140458740391265 Movie Vector:
avg loss: 1.0278926034619529: 98%|████████████████████████████████████████████▏| 68671/70000 [01:49<00:01, 713.41it/s]
[1.938679412442428, -0.4639993681653486] User Vector: [1.898165473312722, -0.9594307115005329] Predicted: 4.125109568455089 Movie Vector: [1.9762074420244529, -0.4339253632656336] User Vector: [2.0740606926079885, -0.08028732000852606] Predicted: 4.133612880442621 Movie Vector: [1.1611152784261243, -0.11439701852738887] User Vector: [2.1734109529338133, -0.8987102038346425] Predicted: 2.6263904315889577 Movie Vector: [2.407452378962732, 0.28676059185037217] User Vector: [1.708197433236209, 0.5912652242997409] Predicted: 4.281955540043281 Movie Vector: [1.3746485705034304, -0.28682578613762566] User Vector: [1.8779194777205908, -0.29109287890851226] Predicted: 2.6649722694011575 Movie Vector: [1.5431506408347013, -1.3077345017634805] User Vector: [1.627738291483808, -0.26218411131685176] Predicted: 2.8547125957976642 Movie Vector: [1.7698656671672388, -0.1885985424517275] User Vector: [2.3870545213386936, 0.163412695676284] Predicted: 4.193946446751026 Movie Vector: [1.8591868170214503, -0.4936032337917835] User Vector: [1.9422276142471042, -0.6419354980984981] Predicted: 3.927825413810397 Movie Vector: [1.7456875810849222, -0.0838351222020651] User Vector: [2.0933396723002047, -0.4394863209259526] Predicted: 3.6911614583478114 Movie Vector: [1.8558414395233422, -0.5310419652409242] User Vector: [1.8083972051274748, -0.3785667141044038] Predicted: 3.5571332842265635 Movie Vector: [0.7872473591378175, 0.7154877431537603] User Vector: [1.6359103942741147, -0.2691095147661618] Predicted: 1.095321578297158 Movie Vector: [1.4110904309621555, 0.2246732199125256] User Vector: [1.9644258341302931, -0.10967856154152807] Predicted: 2.747340661299198 Movie Vector: [2.11767573412124, -0.7854666326122492] User Vector: [2.1004264122203424, -0.2252358272126161] Predicted: 4.624937271210684 Movie Vector: [1.8022750143466226, -0.5563845530074449] User Vector: [1.675629371126771, -0.5440926445749845] Predicted: 3.3226696917336147 Movie Vector: [2.0704175084221537, 1.0560514656300048] User Vector: [2.104226415568293, -0.674786184857995] Predicted: 3.6440182729708193 Movie Vector: [2.2416281259832305, -0.33095930202469526] User Vector: [2.1800772922387184, -0.6084889127096731] Predicted: 5.088307640939833 Movie Vector: [1.7097777151153903, -0.34399012949216184] User Vector: [1.6337457491803522, -0.05377845896813517] Predicted: 2.811841333177402 Movie Vector: [2.0975441527582976, -0.3357408320108962] User Vector: [1.902106760518104, -0.631704672044922] Predicted: 4.2018419656243085 Movie Vector: [1.6616565723110805, -0.45223426162605396] User Vector: [1.7432300409026953, -0.27959257680977584] Predicted: 3.023090997045772 Movie Vector: [1.9446948025933217, -0.29605162229988946] User Vector: [2.1097566826798917, -0.39002385111266097] Predicted: 4.218300049401667 Movie Vector: [2.0174182142775963, -0.16100302144912393] User Vector: [1.8119832552508124, -0.3837364758496279] Predicted: 3.7173107551610287 Movie Vector: [1.430839116046236, -0.5405169239543703] User Vector: [1.6529764364011996, -0.44964687596589525] Predicted: 2.6081850893683276 Movie Vector: [2.18623826931588, -0.26150587519886603] User Vector: [2.362848680363213, -0.3426460982191544] Predicted: 5.255354177410858 Movie Vector: [1.6855783326875213, -0.7060540731134539] User Vector: [2.096587641403861, -0.1669437363861608] Predicted: 3.6518340059870105 Movie Vector: [1.6574293259628325, -0.6271613057895634] User Vector: [2.251046298734769, -0.23168150649109706] Predicted: 3.8762518257613467 Movie Vector: [2.3171358403596267, -0.2700875554251475] User Vector: [1.7825226880032365, -0.6517972213834657] Predicted: 4.306389524782844 Movie Vector: [1.8047596532907515, -0.30789683266811474] User Vector: [1.9931717704407679, 0.07941688081894854] Predicted: 3.572743787305058 Movie Vector: [2.121324121856192, 0.03168341563618858] User Vector: [1.7954836236044658, -0.3931392160889531] Predicted: 3.796346727963685 Movie Vector: [1.7741061288613704, -0.2645154494173259] User Vector: [1.7047690517462477, -0.14948247679568014] Predicted: 3.0639816475258295 Movie Vector: [2.0772477343377673, 0.5202917634742885] User Vector: [2.26281153346708, -0.330680201354831] Predicted: 4.528369946018923 Movie Vector: [1.4651050066016174, 0.20630735313110493] User Vector: [2.2607802838176956, -0.3156856285387065] Predicted: 3.2471522462021816 Movie Vector: [2.0826689756967642, 0.12582278801325053] User Vector: [1.8698220980659306, -0.2849389476884985] Predicted: 3.8583686609024177 Movie Vector: [1.1220323333906603, -0.6375879724995227] User Vector: [2.3543877482430355, -0.3025043834184671] Predicted: 2.8345723353635144 Movie Vector: [1.3841237338736496, -0.4820322930860636] User Vector: [1.4135368150722247, -0.5127433213993476] Predicted: 2.2036686934243264 Movie Vector: [1.6084421830692344, -0.6749229895558169] User Vector: [2.2099719839734604, 0.16343670463680793] Predicted: 3.444304973127494 Movie Vector: [1.873187898769559, -0.3691305681800824] User Vector: [1.6780301674428333, -0.557703544928182] Predicted: 3.349131229839558 Movie Vector: [1.6400246206843991, 0.18895189943980426] User Vector: [1.758651610516037, -0.20667233896040055] Predicted: 2.8451808094443365 Movie Vector: [2.004869430741688, 0.18590616748286895] User Vector: [1.56027016659144, -0.4483214451477266] Predicted: 3.0447922390296234 Movie Vector: [2.2587831757188446, -0.25276076088733174] User Vector: [2.1295070927197544, -1.4304343502103507] Predicted: 5.171652468367875 Movie Vector: [2.165073546505307, -0.350007817594121] User Vector: [1.9979644772843665, -0.553408757067904] Predicted: 4.5194374279244975 Movie Vector: [1.7836893270687353, 0.12505769361103497] User Vector: [1.8263215667366812, -0.1775540008592067] Predicted: 3.2353857925448053 Movie Vector: [2.0923218618046344, 0.12435180143512714] User Vector: [2.37695393769125, -0.6096505052262575] Predicted: 4.897541549763293 Movie Vector: [1.3773716680252972, -0.49379584550791483] User Vector: [2.3202553433139377, -0.2831088542455131] Predicted: 3.335651948517867 Movie Vector: [1.321525554099131, -0.4328183895930777] User Vector: [1.8760333233690707, -0.174068619444711] Predicted: 2.5545660767204956 Movie Vector: [2.1087806349616245, -0.09565519449648364] User Vector: [1.7235633326718804, 0.008131081401135117] Predicted: 3.6338391988954895 Movie Vector: [1.6038105349111618, -0.17899047308472002] User Vector: [2.14690044874504, -0.896098298974546] Predicted: 3.603614615566663 Movie Vector: [1.564974532852069, 0.10493692214373357] User Vector: [2.4997060655852508, -0.20409303909253398] Predicted: 3.89055943690343 Movie Vector: [2.3655176272593517, -0.1348195213515376] User Vector: [2.3744395217853587, -0.5665797253559287] Predicted: 5.693164551024503 Movie Vector: [1.5950876938583256, -0.33688395164285334] User Vector: [1.466404563202312, -0.33664085652166575] Predicted: 2.4524527750111544 Movie Vector: [1.3727832822924142, -0.6372354408420927] User Vector: [1.9361386917113688, -0.3213717011128223] Predicted: 2.8626882658136763 Movie Vector: [1.1919748712702622, -0.4029613204461285] User Vector: [1.9286008630120217, -0.6053327504846794] Predicted: 2.5427694498650646 Movie Vector: [1.4458596334096885, -1.3718621338924224] User Vector: [2.165665879324776, -0.263929643539301] Predicted: 3.4933239583516826 Movie Vector: [1.7906693669366183, -0.3417050316084535] User Vector: [1.9376284906678103, -0.5959862840958803] Predicted: 3.6733034947876706 Movie Vector: [1.7022047688791224, 0.0040433216347280955] User Vector: [2.0455601249201933, 0.09655281318209123] Predicted: 3.4823525937465596 Movie Vector: [2.0808070945463077, -0.37481251447417413] User Vector: [1.9723399702519089, -0.3730258705312983] Predicted: 4.243873767455179 Movie Vector: [2.0417172714080465, 0.11324236847136954] User Vector: [2.003175687005605, -0.4469102175185608] Predicted: 4.039309226298165 Movie Vector: [2.056668530675113, -0.19938681906222658] User Vector: [2.1932184687283334, 0.22096326011375697] Predicted: 4.466666243965321 Movie Vector: [1.7297057110184801, -0.3749473255891742] User Vector: [1.70763856643458, 0.09042892350009961] Predicted: 2.919806097695033 Movie Vector: [2.2221533369269295, -0.4907582750373622] User Vector: [2.3214329033116536, -0.10032643119022386] Predicted: 5.20781589885753 Movie Vector: [2.149295888958184, 0.01800774871120673] User Vector: [1.878514908709931, -0.42283236665256374] Predicted: 4.029870111631269 Movie Vector: [2.2839338767655266, -0.11416574654823987] User Vector: [1.8562643453475924, -0.21529199340090577] Predicted: 4.264163993723822 Movie Vector: [1.7948848675613676, -0.5519107030565272] User Vector: [1.8923721442182055, -0.4115072220508337] Predicted: 3.623705365686829 Movie Vector: [1.3767327844828545, -0.23599529677210154] User Vector: [2.362456849104127, 0.3043920619086381] Predicted: 3.1806367011025145 Movie Vector: [1.5649407135274267, -1.266057286887133] User Vector: [2.0933073585525857, -0.7698050390975955] Predicted: 4.250519190557441 Movie Vector: [1.9826346818823968, -0.5451148339704855] User Vector: [1.5879509317238336, -0.13612461671827236] Predicted: 3.2225301382048155 Movie Vector: [1.5006715898445402, -1.7785700789762744] User Vector: [1.99191386410755, -0.6267364655610492] Predicted: 4.103903270333885 Movie Vector: [1.5631341353337846, -0.802111637487584] User Vector: [1.538261569613828, -0.30992654905534983] Predicted: 2.6531048602991643 Movie Vector: [1.4022090277411414, -0.5231689093451019] User Vector: [1.897062189215634, -0.5508153785833007] Predicted: 2.9482472087684704 Movie Vector: [2.2454594195424513, -0.24381091583929348] User Vector: [2.3536090683141513, -0.2950663608645736] Predicted: 5.356874052042302 Movie Vector: [1.7496335801484566, -0.6366511241583016] User Vector: [1.7488363177996873, -0.39661650003312005] Predicted: 3.3123290884113277 Movie Vector: [2.1901313587813713, -0.03948764563124518] User Vector: [2.1000165547118192, 0.8541004128253004] Predicted: 4.565585695999225 Movie Vector: [1.7433296478577378, 0.30964495938392844] User Vector: [2.057416839387176, 0.521859122468484] Predicted: 3.748346820886312 Movie Vector: [1.9629759739291794, -0.6742394064467315] User Vector: [2.3811203419462084, -0.77554124976517] Predicted: 5.196982494191064 Movie Vector: [1.737718976400304, -0.30887905240873004] User Vector: [1.615484101793616, -0.276308144148848] Predicted: 2.8926031774972776 Movie Vector: [1.5574383412778956, -0.08425620931678413] User Vector: [1.993729199220992, -0.4740569729500516] Predicted: 3.1450525405330096 Movie Vector: [2.155775274400714, -0.4842445941411871] User Vector: [1.6625722585578695, -0.15721684943691472] Predicted: 3.660263576351341 Movie Vector: [1.2457981156117666, -1.1584286021086523] User Vector: [1.7125411590269388, -0.6960432666131899] Predicted: 2.939796977173209 Movie Vector: [2.1389956159647188, -0.1884093105529845] User Vector: [1.7418636692781322, -0.5451197028564162] Predicted: 3.8285443795781684 Movie Vector: [2.4201256846205244, 0.19952295507033838] User Vector: [2.0319260626904874, -0.2003175596667594] Predicted: 4.877548502109912 Movie Vector: [1.976205798619213, -0.3857130125774123] User Vector: [1.9259213156611816, 0.3057381035750782] Predicted: 3.6880897067043223 Movie Vector: [2.0128427400126907, -0.1997728292026365] User Vector: [1.68048695792561, -0.4163412498225118] Predicted: 3.465729642337381 Movie Vector: [1.923697925497398, -0.07583825516814996] User Vector: [1.7457901943434815, -0.09075689438980648] Predicted: 3.3652558197272575 Movie Vector: [2.0412852362367, -0.09579329708421641] User Vector: [1.6549409852516808, -0.17120541879346635] Predicted: 3.3946069315821847 Movie Vector: [2.115762800649688, -0.48046091795572604] User Vector: [1.721540376764109, -0.26867838325993953] Predicted: 3.7714605516298816 Movie Vector: [1.9992340889460727, -0.5123426650962167] User Vector: [1.8627524135452074, 0.11158492450329432] Predicted: 3.6669084068215727 Movie Vector: [0.8532650486529922, -0.35597860858931196] User Vector: [2.0820858846635195, 0.09414541586557792] Predicted: 1.7430573595322356 Movie Vector: [1.3469318310169631, -1.6961484413401615] User Vector: [1.6974197778858018, -0.11257443376518629] Predicted: 2.477251679797702 Movie Vector: [1.967608719868156, -0.7354338350479988] User Vector: [1.8407623173865932, -0.2345380928979592] Predicted: 3.794387236019365 Movie Vector: [1.7935021623219933, -0.47189346547079863] User Vector: [2.120849880087663, -0.00620777168836379] Predicted: 3.806678252792437 Movie Vector: [1.8818267022299702, 0.2530171183345261] User Vector: [1.8933402414456562, -0.746467652980272] Predicted: 3.3740691282719695 Movie Vector: [1.9163939840726871, -0.23716429929176108] User Vector: [2.004526182764514, -0.26512188098453154] Predicted: 3.9043393626967124 Movie Vector: [2.101198858964803, 0.12207499425019468] User Vector: [2.0760814217962458, 0.5389547075106332] Predicted: 4.4280528074167735 Movie Vector: [1.6799532789892884, -0.5678448153498067] User Vector: [1.203390288744365, -0.9377854251829962] Predicted: 2.554156053080741 Movie Vector: [1.9697544569084993, -0.5440106967753182] User Vector: [1.5887102692275539, 0.020996338759073287] Predicted: 3.1179469006692218 Movie Vector: [2.110507598809368, -0.3960121576715347] User Vector: [2.0229197907970313, -0.17731179069833222] Predicted: 4.339605215074042 Movie Vector: [2.452160553053395, 0.3022356113460211] User Vector: [1.687503659536967, -0.14602065626383462] Predicted: 4.09389726473475 Movie Vector: [2.02759518217532, -0.36423422054971694] User Vector: [1.7592760110531092, -0.0021384420782506047] Predicted: 3.5678784579114615 Movie Vector: [1.3963040707816474, 0.37539021006907247] User Vector: [1.1048778130403003, -0.45563925314589104] Predicted: 1.371702873110344 Movie Vector: [1.5402831619576571, -0.6509119337060453] User Vector: [2.2985213236733655, -0.3217359096304506] Predicted: 3.7497954353349408 Movie Vector: [1.9570296373404203, -0.5614733686832775] User Vector: [2.0427279478432174, -0.19942701746901356] Predicted: 4.109652094257538 Movie Vector: [1.642169143477413, -0.7852681330229269] User Vector: [2.006885541419769, -0.12900913054744312] Predicted: 3.3969522696984082 Movie Vector: [2.199795613103005, 0.0002596589492946319] User Vector: [1.9914327344620946, 0.052024571708202585] Predicted: 4.380758501705064 Movie Vector: [2.049630410547444, -0.16097824129151003] User Vector: [1.7908299732967468, -0.4774783212192387] Predicted: 3.7474031937935752 Movie Vector: [1.8590876650431505, -0.6404025324802493] User Vector: [1.9264867102133432, -0.323920075706763] Predicted: 3.7889469166309895 Movie Vector: [2.0425681968850604, -0.22874244801373073] User Vector: [2.0805082680095044, -0.6215732490940228] Predicted: 4.391760208210249 Movie Vector: [1.4695247822170203, -1.2309684766210052] User Vector: [1.9951028224346827, -0.32525470430052583] Predicted: 3.3322313285055234 Movie Vector: [2.412995320977864, -0.5626137764495771] User Vector: [1.9435231226296277, -0.2246195765223947] Predicted: 4.816086269329348 Movie Vector: [1.8345892522296372, 0.12010923025148501] User Vector: [2.074831204187228, -0.17668153160750227] Predicted: 3.785241944631534 Movie Vector: [0.7162639583017227, -0.26953449380457184] User Vector: [1.4436077705381924, -0.42250348174056135] Predicted: 1.147883478042422 Movie Vector: [1.8706524455447886, -1.033954443197162] User Vector: [1.4660359302357096, -1.0650538649270347] Predicted: 3.8436608740375764 Movie Vector: [1.690291544254817, 0.15987074609193613] User Vector: [1.9927922515686896, -0.6458742954653363] Predicted: 3.2651434867854268 Movie Vector: [1.922528715185889, -0.38759299522968843] User Vector: [1.9144722821167264, -0.22380442577605378] Predicted: 3.7673729645290677 Movie Vector: [2.113805137222344, 0.3077421226186433] User Vector: [2.082093642004963, -0.1817146693481832] Predicted: 4.345218978591916 Movie Vector: [1.6964527507964866, -0.6229868596660922] User Vector: [1.887924981252465, -0.35126950882264435] Predicted: 3.4216118159410196 Movie Vector: [1.7739056937285371, -0.4761646279903763] User Vector: [1.693173458113692, 0.10261475417347812] Predicted: 2.954668521570577 Movie Vector: [1.8330547809147837, -0.4693083271323878] User Vector: [1.837104543261413, -0.4348836022942546] Predicted: 3.5716077619556263 Movie Vector: [1.7493298603228424, -0.6243033166754167] User Vector: [1.5913506408518636, -0.2790608631747747] Predicted: 2.9580158167203727 Movie Vector: [0.9788686213444621, -0.711748214076965] User Vector: [1.965394301193151, 0.33240201191267177] Predicted: 1.687276271672768 Movie Vector: [2.025454846290911, -0.6983582765606461] User Vector: [2.0588768179037733, 0.10575176036464289] Predicted: 4.096309411627701 Movie Vector: [1.9729284156637292, -0.4736096942934086] User Vector: [1.8581431295169657, -0.11537528085349776] Predicted: 3.7206262320883923 Movie Vector: [1.677573354702687, -2.5790736202473385] User Vector: [1.8100809728997567, -0.011308646380545587] Predicted: 3.065709441551719 Movie Vector: [1.9215781993163317, 0.17660272928753867] User Vector: [1.5897279934549093, -0.06682703022460876] Predicted: 3.042984819138003 Movie Vector: [1.7999091653641128, -0.6971704904832347] User Vector: [2.1364689491513564, -0.0939906007550119] Predicted: 3.910977516322547 Movie Vector: [2.2969944711121766, -0.18033606968786262] User Vector: [1.9304628956012584, -0.5420687556240074] Predicted: 4.532017146773118 Movie Vector: [1.9169507137036033, -0.1279436882090888] User Vector: [1.6104220138340368, -0.27050495580484246] Predicted: 3.121709030507659 Movie Vector: [1.5552929221724314, -1.233260749577543] User Vector: [1.9563800581660276, -0.5430535985078951] Predicted: 3.712470745501541 Movie Vector: [1.7849216928745002, -0.46218872643573305] User Vector: [1.4245822147930576, -1.4915716958686607] Predicted: 3.2321553209684524 Movie Vector: [2.1418074574775603, 0.0832320228264593] User Vector: [1.923268078219734, -0.08902413297517088] Predicted: 4.111860253991667 Movie Vector: [2.0730578195904097, 0.047483663454723615] User Vector: [1.7301995778631856, -0.018590692982683753] Predicted: 3.585921010132323 Movie Vector: [2.303267958052969, -0.22016169225060078] User Vector: [1.5344331640035254, -0.1727980263605659] Predicted: 3.5722542463242624 Movie Vector: [1.7773598726487285, 0.5440428456746326] User Vector: [1.3793288747234804, -0.0923887326934439] Predicted: 2.401300364076425 Movie Vector: [1.4907701085350007, -1.1438946996312789] User Vector: [1.9483890566691564, 0.30135288211886646] Predicted: 2.5598842009047047 Movie Vector: [2.017789617465757, 0.11464180860096208] User Vector: [1.921058110878575, 0.9417372813989371] Predicted: 3.9842535758456963 Movie Vector: [1.6135670077073763, -0.5252312367505234] User Vector: [2.1641315105231858, -0.6616065364309602] Predicted: 3.839467625092005 Movie Vector: [1.831826464549009, 0.8854239336343777] User Vector: [2.0539509093921895, -0.4235146496339532] Predicted: 3.3874916256784364 Movie Vector: [2.1208044095660386, -0.5080958731891831] User Vector: [2.0296886808708483, -0.38335600372109463] Predicted: 4.499354307890156 Movie Vector: [1.8481579265176544, -0.6231831711327269] User Vector: [1.9415032507352956, -1.3365650770014124] Predicted: 4.421129485317227 Movie Vector: [1.405787625443227, -0.5242079615487023] User Vector: [1.0123811258848545, -1.4783918451582638] Predicted: 2.1981776345218487 Movie Vector: [2.264644830314868, -0.2347770875520729] User Vector: [1.6361034501716125, -0.5101566386074379] Predicted: 3.824966310099071 Movie Vector: [2.291078867144275, 0.08148602593202839] User Vector: [2.1980033606036335, -0.3854320096244127] Predicted: 5.004391726659794 Movie Vector: [1.0884189645990785, -0.45640830480031125] User Vector: [1.9468000820155755, -0.7244561207760004] Predicted: 2.4495819195343778 Movie Vector: [1.499259087810942, -0.49976398882526907] User Vector: [1.6511058065693693, -0.01508780430835447] Predicted: 2.4829757267003005 Movie Vector: [1.5565749620860498, -0.15927473988227298] User Vector: [1.9461752209060545, -0.6594901503137945] Predicted: 3.134407742840802 Movie Vector: [1.9312426882635951, -0.291460214552052] User Vector: [2.000945896615041, 0.316942774658708] Predicted: 3.771935923346092 Movie Vector: [1.7290729888344496, -0.32348318208824917] User Vector: [1.8367665297576075, 0.6066824447674881] Predicted: 2.9796518256486006 Movie Vector: [2.0778041194872294, -0.09957121469970513] User Vector: [1.7769809485331092, 0.03356560731799954] Predicted: 3.6888761668196324 Movie Vector: [1.8889116664304626, -0.500600859379921] User Vector: [1.700687301078601, -1.0319573683429641] Predicted: 3.7290468293934356
avg loss: 1.0284251317187967: 98%|████████████████████████████████████████████▎| 68841/70000 [01:49<00:01, 704.86it/s]
Movie Vector: [1.2745157152239057, -1.0057426839157606] User Vector: [1.8818121502809768, -0.6529042732558114] Predicted: 3.055052854756764 Movie Vector: [1.7649217566739317, 0.053882356411663515] User Vector: [1.9288107239790382, -0.06721308736487973] Predicted: 3.4005784117276794 Movie Vector: [1.3470858328352686, -0.006320304627154497] User Vector: [1.9525241592953437, -0.27479118260790747] Predicted: 2.631954397238289 Movie Vector: [1.5044865954641624, -1.2191578872882198] User Vector: [1.6899937515157624, 0.06488522744328884] Predicted: 2.4634676087676812 Movie Vector: [1.783995717489314, -0.3759598129029282] User Vector: [1.7177139205589966, -0.22586442152644137] Predicted: 3.1493102238075386 Movie Vector: [1.6667269374113303, -0.7398378438845669] User Vector: [2.056654850878322, -0.7854733385257596] Predicted: 4.009004942120292 Movie Vector: [1.3420406900364537, -0.21796487115573943] User Vector: [1.9278468814070022, -0.6951573219995824] Predicted: 2.7387688351306863 Movie Vector: [2.284027386106264, 0.21515726899022117] User Vector: [2.0787402065980896, -0.4636271442740343] Predicted: 4.648146810278493 Movie Vector: [1.8247928123625483, -0.5039347434036684] User Vector: [1.9153985665168323, 0.07934666527197567] Predicted: 3.455219995585674 Movie Vector: [1.8336129300483546, -0.5909363687745126] User Vector: [1.8416028764982335, 0.0900512376065489] Predicted: 3.323572295006539 Movie Vector: [1.805069321494498, -0.643196184622309] User Vector: [1.2811165884402635, -0.5821761214591296] Predicted: 2.6869577111519383 Movie Vector: [1.9282076793637328, 0.19692147713219327] User Vector: [1.7905813899134353, -0.6274350602403791] Predicted: 3.32905734768981 Movie Vector: [2.0634850725306513, -0.9422880891396793] User Vector: [1.9744800104051177, -0.10493149050170714] Predicted: 4.173185721156558 Movie Vector: [1.7551436183681082, 0.48869589266955316] User Vector: [1.5859145915415669, -0.5395512416312168] Predicted: 2.5198313989511125 Movie Vector: [2.074973796927206, 0.17717811277564194] User Vector: [1.8974452763777756, -0.2886077593699812] Predicted: 3.8860142514496046 Movie Vector: [1.6158672738647315, -0.20662470592894902] User Vector: [2.223602848171708, -0.07872085235393833] Predicted: 3.609312745401179 Movie Vector: [2.297228808479435, -0.2628083504238155] User Vector: [1.9525144234604914, -0.3660859941934546] Predicted: 4.5815828387923005 Movie Vector: [2.305525399490163, -0.12050440419605851] User Vector: [1.8696626413567528, -0.20088241032303616] Predicted: 4.334761923295306 Movie Vector: [2.0263212085073117, 0.032681814681181795] User Vector: [1.8747795007824606, -0.08980291776738725] Predicted: 3.795970541393947 Movie Vector: [2.382546751768088, -0.2633146379591787] User Vector: [1.898769825773811, -0.35341348085297053] Predicted: 4.616966823513344 Movie Vector: [1.7346972542219248, -0.3746829957202171] User Vector: [1.7679065310275224, -0.20560605325483608] Predicted: 3.143819697066184 Movie Vector: [2.251803790878397, -0.172695924762455] User Vector: [1.5703441810842544, -0.17623064055696924] Predicted: 3.566541293391822 Movie Vector: [1.4425534832034455, -1.2191228102366773] User Vector: [2.137941571062585, -0.22140931853288323] Predicted: 3.3540202108441743 Movie Vector: [2.0979559074641774, -0.0991905651476949] User Vector: [2.1184185969959004, -0.2662905291105765] Predicted: 4.470762318125481 Movie Vector: [2.4611349741490125, 0.16173270861604272] User Vector: [2.120805844942333, -0.18152349444430346] Predicted: 5.190231151933296 Movie Vector: [1.9327511050112929, -0.3308815523164601] User Vector: [1.719685368502898, -0.4202316567706582] Predicted: 3.462770699170522 Movie Vector: [1.8436441080034194, -0.569817487497165] User Vector: [1.835663015295834, -0.5954576273233413] Predicted: 3.7236114715423643 Movie Vector: [1.292586592120834, -0.6249106839240149] User Vector: [1.9802131165986603, -0.1304587072460639] Predicted: 2.6411219640262185 Movie Vector: [1.6256813490759026, 0.37975762781356637] User Vector: [1.9857305405041528, -0.43431848630770237] Predicted: 3.0632293459122204 Movie Vector: [2.1092369925835146, -0.6274414069235845] User Vector: [1.793424826729869, -0.3980023550393873] Predicted: 4.032481145561133 Movie Vector: [1.9233834265629852, -0.23808873428093416] User Vector: [1.4722371606170739, 0.04724266497312128] Predicted: 2.820428608393519 Movie Vector: [2.0021714475669965, -0.3027080092743628] User Vector: [1.8021940729208257, -0.5319984243121176] Predicted: 3.76934169973717 Movie Vector: [1.6117824368006837, -0.5147202199256333] User Vector: [1.5200378936603478, -0.5471659843746852] Predicted: 2.7316077760864172 Movie Vector: [1.8867741638317743, 0.23832563621386962] User Vector: [1.8652637573137392, -0.3090668036474595] Predicted: 3.445672923419476 Movie Vector: [1.544698419301899, -0.37300807686164983] User Vector: [1.9922058294186955, -0.5586844661810701] Predicted: 3.2857510139297665 Movie Vector: [2.255838051760458, -0.25504780528170545] User Vector: [1.3681490289741707, -0.8267478157054552] Predicted: 3.2971828559561756 Movie Vector: [1.7250939394512068, 0.4989192310868342] User Vector: [1.5192208402439817, -0.09443326588471893] Predicted: 2.5736840917886408 Movie Vector: [1.666240237975646, 0.0023457540143970224] User Vector: [1.9350333444400871, -0.1367050511318922] Predicted: 3.22390974390818 Movie Vector: [2.2290130986858374, -0.18831012012055337] User Vector: [1.9319631334600462, -0.15678601105531076] Predicted: 4.335895523235626 Movie Vector: [1.648068240103915, -0.33379233953032894] User Vector: [2.158044712336265, -0.6037539700461134] Predicted: 3.758133401288004 Movie Vector: [1.7431162582839486, -0.3270783884415044] User Vector: [1.5467830295922815, -0.675997668171098] Predicted: 2.9173268748156254 Movie Vector: [2.0638393305343277, -0.42348899728015443] User Vector: [1.6542302496980146, -0.10016265914677674] Predicted: 3.4564832351733665 Movie Vector: [1.7985683795408378, 0.13750287073271394] User Vector: [2.131091188239941, -0.66108335321254] Predicted: 3.7420123662261364 Movie Vector: [2.0221952725984007, -0.6961330848555405] User Vector: [1.8422065692503558, -0.17362717668076144] Predicted: 3.846169037605324 Movie Vector: [1.5827993518411088, 0.12128595522807405] User Vector: [1.5784543061962908, -0.014985985952161433] Predicted: 2.4965588631370537 Movie Vector: [1.628144210101244, 0.20120342756112028] User Vector: [2.0383264422836294, 0.1127451460297592] Predicted: 3.341374105122425 Movie Vector: [1.813348964468746, 0.20255190228360007] User Vector: [1.8709498451975117, -0.1556916971292741] Predicted: 3.361149314938572 Movie Vector: [2.2654873939153846, -0.12048742273025807] User Vector: [1.8913378711837479, -0.5522817261529605] Predicted: 4.351345106606728 Movie Vector: [2.0433883397453214, -0.06658696792979821] User Vector: [1.9854947655738038, -0.473611496460489] Predicted: 4.08867320612488 Movie Vector: [1.8634155956724694, -0.3024995753180475] User Vector: [1.7650235710093927, 0.0428810688337313] Predicted: 3.276000943837029 Movie Vector: [1.968432238448031, -0.5574193143843867] User Vector: [1.5340697394651968, -0.11045059360843013] Predicted: 3.081279625353425 Movie Vector: [2.0797844621145303, 0.257787472320041] User Vector: [2.034906054926697, -0.19718291013332345] Predicted: 4.181334710911342 Movie Vector: [1.858828968712456, -0.20871317704368308] User Vector: [1.9081659063544685, -0.051473149743313934] Predicted: 3.557697188456518 Movie Vector: [1.8284802512958604, -0.04236447462942328] User Vector: [1.974998673383788, -0.17871345267117153] Predicted: 3.6188171721494045 Movie Vector: [1.940383587839935, -1.0718342031246184] User Vector: [1.6432974805129072, -0.6587611939534178] Predicted: 3.894710240496444 Movie Vector: [2.1085994197975935, 0.02874064536528887] User Vector: [1.9708126651458406, -0.3111079226579983] Predicted: 4.146712999780823 Movie Vector: [2.3203783433927865, -0.5704093193607982] User Vector: [2.1324205728813492, -0.1267428343817342] Predicted: 5.020317810212665 Movie Vector: [1.6386540531393023, -0.8173272730938765] User Vector: [2.1860471403844617, 0.15913073510976217] Predicted: 3.4521131171518937 Movie Vector: [2.1317842784636527, -0.09554667252093911] User Vector: [1.8720440578560005, -0.6207988292285881] Predicted: 4.050109353566409 Movie Vector: [2.3089856931319366, -0.1733463945023675] User Vector: [1.6837679040594118, 0.18288298334783376] Predicted: 3.856093895248746 Movie Vector: [1.8237807217355275, 0.22533291477612774] User Vector: [2.03661472186378, -0.23572647208531097] Predicted: 3.661221734293049 Movie Vector: [1.6357647741198127, -0.7020875985307764] User Vector: [1.6280017995067833, -0.1916891697917439] Predicted: 2.7976105847203057 Movie Vector: [0.1734851453002956, -0.36069684085282744] User Vector: [1.5999313049018942, 0.14615078507542087] Predicted: 0.2248481884365318 Movie Vector: [2.020832819384898, -0.5433356469423901] User Vector: [1.6151097034142956, 0.05955391589252279] Predicted: 3.2315089301472013 Movie Vector: [1.8017646680448225, 0.1350574831148849] User Vector: [2.3539867826873464, 1.395650188578256] Predicted: 4.42982321586876 Movie Vector: [2.356818200438113, 0.26136646455325946] User Vector: [1.5532339723853252, -0.28158070483494496] Predicted: 3.5870943423473993 Movie Vector: [1.820334350626189, -0.4297487450983171] User Vector: [1.9541190330786842, -0.6692644467256222] Predicted: 3.844765557244819 Movie Vector: [2.148382942660566, 0.6351799382996796] User Vector: [1.7339082914768777, -0.39405888546933404] Predicted: 3.4748006989877966 Movie Vector: [1.9110509343136142, 0.10700498424215724] User Vector: [2.066765748796596, -0.2562005682084471] Predicted: 3.922279877481135 Movie Vector: [2.3218930034180176, -0.30331896104552153] User Vector: [2.07507384485585, -0.2329739431612171] Predicted: 4.888764856336862 Movie Vector: [1.8074480623132545, -0.3322151484948013] User Vector: [2.0964961188620954, -0.22973816522333848] Predicted: 3.8656303463591475 Movie Vector: [2.029648983668349, -0.11190081098982027] User Vector: [2.20164327132909, -0.017725161189908294] Predicted: 4.470546487965422 Movie Vector: [1.274681674083879, 0.09962566367712317] User Vector: [2.0004037865794593, -0.17930206951440672] Predicted: 2.532014959846781 Movie Vector: [1.746260853679506, 0.0026898599578267807] User Vector: [1.696104539946032, 0.10182797193627136] Predicted: 2.9621148648401414 Movie Vector: [1.6173095637246366, -0.5832060683741821] User Vector: [1.8377373663475025, -0.6226191762283044] Predicted: 3.3353055000704233 Movie Vector: [2.060070886562211, -0.4106351507332157] User Vector: [1.6105304372881102, -0.9212634339403971] Predicted: 3.696110014840657 Movie Vector: [1.7703211494781552, -0.6015087781942423] User Vector: [1.9018532507984742, -0.36994296741815064] Predicted: 3.5894149754255653 Movie Vector: [1.8353949985943094, 0.044828738841273405] User Vector: [1.9258296764706537, -0.4512001579267883] Predicted: 3.5144314222938933 Movie Vector: [1.3137324252630354, -0.6995036640041401] User Vector: [2.0412399021711103, -0.421351551846609] Predicted: 2.9763800015734674 Movie Vector: [1.5908162978057925, -0.5665920161014001] User Vector: [1.6372454059236279, -0.2569650174508932] Predicted: 2.7501510025560005 Movie Vector: [2.0297482483142137, -0.03356860794903505] User Vector: [1.790148451986853, -0.1799362440256636] Predicted: 3.639590893874235 Movie Vector: [1.9963488210113993, 0.06623089269427082] User Vector: [1.9617292662495722, 0.15408152394407607] Predicted: 3.9265008646994004 Movie Vector: [1.9488696543825628, 0.08085600154986833] User Vector: [1.6520395206891136, 0.003505940352799823] Predicted: 3.219893166030327 Movie Vector: [1.6614325372930514, -0.34239873795334363] User Vector: [1.8494869300264205, -0.4716391447781027] Predicted: 3.2342864107855487 Movie Vector: [2.1013149097949797, 1.3529627969124425] User Vector: [1.330986985258179, -0.3062274549628241] Predicted: 2.3825084429082013 Movie Vector: [1.8856259216206088, 1.5714734023335617] User Vector: [1.5718693386257554, -0.13170306844629484] Predicted: 2.756989701244298 Movie Vector: [2.0087148241866926, -0.14661395512428477] User Vector: [1.863008653547544, -0.4393472191618594] Predicted: 3.806667533443218 Movie Vector: [2.0417058856788275, -0.4364608216176873] User Vector: [2.0397266973009622, -0.8115722363217506] Predicted: 4.518741488122706 Movie Vector: [1.3538132755279104, -0.776462155792753] User Vector: [1.3886666483336205, -0.5588806184500412] Predicted: 2.3139449936294096 Movie Vector: [2.180786771752101, 0.028847861037124785] User Vector: [1.931934946201401, -0.007948333402316366] Predicted: 4.212908882144155 Movie Vector: [2.396813039290147, -0.3260839882603715] User Vector: [1.5343207631956883, -0.2613314886264704] Predicted: 3.762696025750375 Movie Vector: [1.6947974941614792, -0.8019428199709231] User Vector: [1.7590198604801233, -0.5942334372585741] Predicted: 3.457723690118143 Movie Vector: [1.324693755900857, -0.6942936803679955] User Vector: [1.9292230822776713, -0.18486536037458742] Predicted: 2.6839806222600644 Movie Vector: [1.4672618921990213, -0.2322458288339144] User Vector: [2.028974551471318, -0.13923200122726936] Predicted: 3.009373091140698 Movie Vector: [1.9956351510209343, -0.4130199620686165] User Vector: [1.7463342423652681, -0.6863229800314739] Predicted: 3.76851109067506 Movie Vector: [2.035488483068691, -0.052202091735625844] User Vector: [2.1147586272545076, -0.6455351985706301] Predicted: 4.338265117901064 Movie Vector: [2.163497983609909, 0.30340518072126016] User Vector: [1.9380992725449377, 0.10985395520352392] Predicted: 4.226404127318275 Movie Vector: [2.0781198433197994, -0.24582719161619213] User Vector: [2.112233003589427, 0.07291695600220004] Predicted: 4.371548347958946 Movie Vector: [1.786855279094872, -0.39170444637390567] User Vector: [1.7741292260980976, -0.2936455527630654] Predicted: 3.2851344421251016 Movie Vector: [1.6409352141580245, -0.27249522164062306] User Vector: [2.257367127455165, -0.4801446623498846] Predicted: 3.8350303369105196 Movie Vector: [2.2757793732719644, -0.19210537765797048] User Vector: [1.6999851637979149, -0.17331924899259563] Predicted: 3.902086730422775 Movie Vector: [2.1475039541759617, 0.3024986185973017] User Vector: [2.2311802472442515, -0.2702206259286592] Predicted: 4.709727037376412 Movie Vector: [1.6637908781861885, -0.5907006359551854] User Vector: [2.4186817910515614, -0.14235453427228256] Predicted: 4.108269615112363 Movie Vector: [1.888922584800622, 0.0626089758469665] User Vector: [1.9516338992126683, 0.0693399165821991] Predicted: 3.6908266506478355 Movie Vector: [2.080953986536939, 0.08736373118551712] User Vector: [1.9171907842806568, -0.5786357336682213] Predicted: 3.9390340288101884 Movie Vector: [2.27817432891627, -0.6111251143719353] User Vector: [1.8219027845858233, -0.7587430918876494] Predicted: 4.6142991124332475 Movie Vector: [2.1498814928867946, -0.19181606740643714] User Vector: [1.8297633473713164, -0.5511841503184366] Predicted: 4.039500333007025 Movie Vector: [1.4314317946622888, -0.7388963748889407] User Vector: [1.9182067432042809, -0.29595726808062417] Predicted: 2.9644638734650153 Movie Vector: [2.1859263172805465, -0.35366713336481276] User Vector: [2.237709500720877, -0.5833360448748118] Predicted: 5.0977748748337195 Movie Vector: [2.1351663643184087, -0.38509340632548805] User Vector: [1.9044019326551447, -0.260927293737319] Predicted: 4.166696331096832 Movie Vector: [1.9658313248275767, 0.1301725883781294] User Vector: [1.972326014766652, -0.21147385840571886] Predicted: 3.8497321630776393 Movie Vector: [2.16641541233163, -0.7909735513326287] User Vector: [1.4320956926770723, -1.5430267585609327] Predicted: 4.323007535569566 Movie Vector: [2.1319478842292114, -0.4838839969850631] User Vector: [2.0032514782820314, -0.3079546443151035] Predicted: 4.419842074883723 Movie Vector: [1.953936721886529, -0.13369581495853025] User Vector: [1.7922655100459899, -0.09553873079632795] Predicted: 3.514746523923468 Movie Vector: [1.8092499357454805, -0.4938478852233963] User Vector: [1.7583462352891004, -0.33789412667367896] Predicted: 3.348156113102315 Movie Vector: [1.9068860713211577, -0.48182926451350194] User Vector: [2.188076665680206, -0.23387965249766826] Predicted: 4.285102977716052 Movie Vector: [2.165793935050949, 0.02890954430704107] User Vector: [1.9989072384287199, -0.4171014319216154] Predicted: 4.317162961391695
avg loss: 1.028331988014406: 99%|█████████████████████████████████████████████▎| 69015/70000 [01:49<00:01, 742.31it/s]
Movie Vector: [1.6639676291908243, -0.7275806792753527] User Vector: [2.035889000515559, -0.5595396710180897] Predicted: 3.794763647404401 Movie Vector: [2.009178348543396, -0.15689525316629027] User Vector: [1.5578310428243682, -0.5083654409007038] Predicted: 3.209720526482609 Movie Vector: [1.9430862988021362, -0.381203729620099] User Vector: [1.6166349605773593, -0.4025897168163424] Predicted: 3.2947299436194877 Movie Vector: [1.9029402137341105, -0.6040035028411386] User Vector: [1.9692553022832282, -0.27262408956509376] Predicted: 3.9120410108800696 Movie Vector: [1.6166481887381776, -0.056743939367567886] User Vector: [2.0044911619140415, -0.6552650016078219] Predicted: 3.277739323770944 Movie Vector: [2.270636218956373, -0.24248499846931557] User Vector: [1.8220425674990552, -0.2172990747732629] Predicted: 4.189887612057395 Movie Vector: [1.8895923001576203, -0.20954302394578259] User Vector: [1.5635179750559591, -0.4372686024160825] Predicted: 3.046038112050587 Movie Vector: [2.1950653527826276, -0.2750664318919694] User Vector: [2.2437695485228475, 0.04925457065427044] Predicted: 4.911672516586981 Movie Vector: [1.283603541263402, -0.4292997780958014] User Vector: [1.9148453357992288, -0.6532466518034985] Predicted: 2.738340896664665 Movie Vector: [2.147615446529756, -0.25018172070476385] User Vector: [1.6346645487177196, -0.2613697248605464] Predicted: 3.576020762226509 Movie Vector: [1.5668960496026025, -0.18295740359806983] User Vector: [1.8676818736060934, -0.7499174957762321] Predicted: 3.0636663076077606 Movie Vector: [1.8608351836657189, -0.4246528808061068] User Vector: [2.0747013099621423, -0.5013483405943456] Predicted: 4.073576210295661 Movie Vector: [1.7701303840187648, -0.2641668366914135] User Vector: [1.720125179775478, -0.5578290501782607] Predicted: 3.1922057806364803 Movie Vector: [1.3701178469860953, -0.6077219190443485] User Vector: [2.2954756768182265, -0.7461241764295069] Predicted: 3.5985082084762623 Movie Vector: [2.0103703190019706, -0.4188109980310746] User Vector: [2.0432974144257625, 0.5370500293816808] Predicted: 3.882862016057062 Movie Vector: [1.6939317007317607, -0.7568362232514925] User Vector: [2.0447184994997425, -0.29657651598679685] Predicted: 3.688073335639826 Movie Vector: [1.1193510236315352, 0.33762723658919025] User Vector: [1.7906215508520762, -0.19883539643824674] Predicted: 1.9372018204473969 Movie Vector: [2.080552149141787, -0.1709318172769737] User Vector: [1.8542945481020308, -0.6393154319668348] Predicted: 3.967235855794883 Movie Vector: [2.3303064338705672, -0.3042635587873813] User Vector: [1.9896409557786925, -0.4001975902466307] Predicted: 4.7582386633700455 Movie Vector: [2.1458329198861024, -0.08155530413464146] User Vector: [1.9786030532661847, 0.5505275015210807] Predicted: 4.200853129264698 Movie Vector: [1.6799625925037467, -0.7726852691340624] User Vector: [1.492113281268582, -0.021602082724975463] Predicted: 2.523386107413443 Movie Vector: [2.3478395493339437, -0.3077901802803597] User Vector: [1.8873165196205843, -0.5148308071574438] Predicted: 4.5895762338253725 Movie Vector: [1.3952817064715033, -0.5825933428645143] User Vector: [2.122935015771774, -0.1941802092777897] Predicted: 3.075220488775427 Movie Vector: [1.5399757869354807, -0.6440207250000158] User Vector: [1.8441645470168766, -0.46696101016604363] Predicted: 3.140701317844704 Movie Vector: [1.5473476242316655, -0.5049870063361864] User Vector: [1.925566855005724, -0.2038043924271189] Predicted: 3.082439868402283 Movie Vector: [1.9887329666224742, -0.14646072032350513] User Vector: [1.8935021776425687, -0.1952188266214705] Predicted: 3.794262093016911 Movie Vector: [1.9190797138363687, -0.34676867638501513] User Vector: [1.9602984567179673, -0.1244321189901255] Predicted: 3.80511816255418 Movie Vector: [0.8527378527223289, -0.8733159407945668] User Vector: [2.1502420763591283, -0.5691844456226889] Predicted: 2.3306706606422978 Movie Vector: [1.9420214670540124, -0.5867067152135413] User Vector: [2.0101760838134446, -0.4028788217984959] Predicted: 4.140176817490772 Movie Vector: [2.310205185767047, -0.13354527963137727] User Vector: [1.8343317028340413, -0.05396758216568696] Predicted: 4.244889728155446 Movie Vector: [1.7410169506156243, -0.7682105310497367] User Vector: [1.9510379864776157, 0.22214618899000582] Predicted: 3.2261351639378186 Movie Vector: [1.7650880788666623, -0.3268471491491901] User Vector: [1.5897297522818927, -0.15807156239073172] Predicted: 2.85767827390139 Movie Vector: [2.0702926569765707, -0.08822739697000268] User Vector: [1.944901856374964, -0.555130467021784] Predicted: 4.075493747877263 Movie Vector: [1.8962710015987836, -0.40474457472556435] User Vector: [1.7201097238792213, -0.3724411455980344] Predicted: 3.4125377220456365 Movie Vector: [1.6934846949213997, 0.3649276969979093] User Vector: [1.86807365516356, -0.185204017231223] Predicted: 3.095968068522414 Movie Vector: [1.8707393122163674, -0.20856136264283914] User Vector: [1.9038161718127122, -0.3605148002676096] Predicted: 3.6367332138400346 Movie Vector: [1.4982876576544033, -0.421380981953443] User Vector: [1.6930054765058218, -0.5418183712137182] Predicted: 2.7649211670924365 Movie Vector: [2.169144984413421, -0.4152691306923745] User Vector: [2.041062916955425, -1.0402683061499942] Predicted: 4.859352704367824 Movie Vector: [2.0197223800597466, -0.08051057891144593] User Vector: [1.498239477084381, -0.3433644188876067] Predicted: 3.0536722706985695 Movie Vector: [1.8358002918386054, -0.3066600347520205] User Vector: [2.0308713026256537, -0.3552166839177064] Predicted: 3.8372048906815253 Movie Vector: [1.0877874760142612, -1.7881241019550989] User Vector: [1.5969521920577405, -0.040409222264373025] Predicted: 1.8094012985861172 Movie Vector: [1.2817599810841376, -0.5472785160545518] User Vector: [2.465545247007703, -0.49055746021167634] Predicted: 3.4287087880308147 Movie Vector: [1.8841475708705406, -0.4793987863373384] User Vector: [1.8493200937046357, -0.16531965730143072] Predicted: 3.5636460053836805 Movie Vector: [1.724935272765753, -0.7700415991640811] User Vector: [1.915989787369143, -0.5110263611119781] Predicted: 3.6984699228176585 Movie Vector: [1.649359913392693, -0.20620526172494788] User Vector: [2.1132506037972694, -1.3969595385060598] Predicted: 3.773571240112925 Movie Vector: [1.9509495546869626, -0.5509517320444053] User Vector: [1.8201445907570106, -0.8531077617212135] Predicted: 4.021031477744102 Movie Vector: [2.135448416535457, -0.37646429271840215] User Vector: [1.7910594389771959, -0.18100710232043704] Predicted: 3.892857753636808 Movie Vector: [2.0688067470314166, 0.11366594004383064] User Vector: [1.691631887414747, -0.40979144818517727] Predicted: 3.4530801319972273 Movie Vector: [1.6248045539768468, -0.3032982185400564] User Vector: [1.749601377482091, -0.6876395506328095] Predicted: 3.0513201364816815 Movie Vector: [1.9488652238022959, -0.5606762950235123] User Vector: [1.759235884969244, -0.3795268945497638] Predicted: 3.6413053697795563 Movie Vector: [0.9859001303998484, -0.6302263780422372] User Vector: [1.556996862158057, -0.4486249698924726] Predicted: 1.8177786993084237 Movie Vector: [2.046223889789862, -0.39940676534290753] User Vector: [1.8875403197676037, -0.41380150926694304] Predicted: 4.027605217560389 Movie Vector: [1.8827819722928905, -0.5017147809021408] User Vector: [1.5758630776882179, -0.35219524847517514] Predicted: 3.143708155396865 Movie Vector: [1.5444903260194194, -0.9896122047004428] User Vector: [1.9270876716066905, -0.6573410874111977] Predicted: 3.626881028941003 Movie Vector: [1.864243370229098, -0.15526825492330562] User Vector: [1.4676887132317005, -0.2522662656649596] Predicted: 2.7752978960480905 Movie Vector: [2.3295558152893405, -0.19937672268608034] User Vector: [1.928798974064249, -0.4677266153829111] Predicted: 4.586498666243583 Movie Vector: [1.9700421417150014, -0.15096985636766735] User Vector: [1.4698654088188867, 0.2471392048949581] Predicted: 2.8583862277565446 Movie Vector: [1.6215317164418672, -0.3020119069488491] User Vector: [1.2465474608498233, -1.8442682913318929] Predicted: 2.578307227408506 Movie Vector: [2.068993169582352, -0.6102196519236857] User Vector: [1.4600639232336647, -0.006861238524464679] Predicted: 3.0250491469082283 Movie Vector: [1.5963555253159267, -0.05011029967752747] User Vector: [1.9302595527619015, 0.03522827538878636] Predicted: 3.0796152029084563 Movie Vector: [2.0053178181948086, -0.1992001377977515] User Vector: [2.041474805847764, 0.04158655965533782] Predicted: 4.085521755148431 Movie Vector: [2.085466663476862, -0.3938172841502181] User Vector: [1.7816086356408165, 0.4344258004418543] Predicted: 3.5444010280966225 Movie Vector: [2.0016677138346566, -0.6765037162215821] User Vector: [1.9245159244378434, 0.23417596436671295] Predicted: 3.6938204805640344 Movie Vector: [1.910596944562142, -0.3450164786728386] User Vector: [1.748304795233682, -0.543916280354738] Predicted: 3.5279658796776348 Movie Vector: [1.7034627286965147, 0.06242748414112695] User Vector: [2.0891922424838363, -0.17574132482643595] Predicted: 3.5478900293845634 Movie Vector: [1.908058162959386, -0.21184712741190334] User Vector: [2.048949240687282, -0.24099780259644732] Predicted: 3.960569016375443 Movie Vector: [1.7796482772648832, -0.40503419130771817] User Vector: [1.9988435191570346, -0.5717681479769209] Predicted: 3.7888240748212367 Movie Vector: [2.2410723765650773, -0.5656956793092272] User Vector: [1.421874107965274, -0.2314602767290544] Predicted: 3.31745886479143 Movie Vector: [1.6117483363189145, -0.5118032578543797] User Vector: [2.1756252852261815, -0.2780461292223843] Predicted: 3.6488653486864777 Movie Vector: [2.1930105138530265, -0.39301879074030094] User Vector: [1.946340311905188, -0.4953943976950893] Predicted: 4.4630440746657 Movie Vector: [1.9353305020563205, -0.31031772878375996] User Vector: [2.1116138059182794, -0.8921601948433848] Predicted: 4.363523732531957 Movie Vector: [2.3407558945876117, -0.3063621281990035] User Vector: [2.1248557399534187, -0.6229526007147878] Predicted: 5.164617682966372 Movie Vector: [1.9025544518915538, -0.38159400156084905] User Vector: [1.9607321775582822, -0.40521082269483316] Predicted: 3.8850257526884153 Movie Vector: [1.6519465301554201, -0.13318135601850214] User Vector: [1.9349481564823499, -0.5194897122301155] Predicted: 3.265617237444113 Movie Vector: [1.521886533139018, -0.770840620791235] User Vector: [1.4150059257927354, -0.24787844559770178] Predicted: 2.3445532376611715 Movie Vector: [1.9247594222758182, -0.040429351141997596] User Vector: [1.950115317591286, -0.06967849650377497] Predicted: 3.7563198884604247 Movie Vector: [1.5795079473956366, -0.8551523012185903] User Vector: [1.9722472278166858, -0.12333297063040992] Predicted: 3.2206486442161877 Movie Vector: [2.0973545671542837, -0.7165632080696885] User Vector: [2.1539661753076227, 0.30500587291750203] Predicted: 4.299074808499427 Movie Vector: [2.0692069091615326, 0.04309500406515283] User Vector: [2.0133365655941837, -0.6112784929877217] Predicted: 4.13966688285479 Movie Vector: [1.8269224992123412, 0.1747653810349722] User Vector: [1.8637845520738623, -0.05526675400086811] Predicted: 3.3953312165466065 Movie Vector: [2.089784324067674, 0.30948910472924746] User Vector: [1.9715019650752523, -0.4947356701765481] Predicted: 3.966898601842313 Movie Vector: [1.7883660561443906, 0.10519400265178208] User Vector: [1.8890912682988825, -0.22445931646018902] Predicted: 3.354774927253547 Movie Vector: [1.2880772972155081, 0.33496485343470916] User Vector: [1.8961970181501686, -0.16755585958694327] Predicted: 2.3863230061783076 Movie Vector: [2.0616053558405616, -0.09462120966760196] User Vector: [1.6441592561469482, -0.11800902088472845] Predicted: 3.4007736846351846 Movie Vector: [2.246639151104337, -0.11087527400567582] User Vector: [1.5151776407287527, -0.6849453339415562] Predicted: 3.4800009101187963 Movie Vector: [1.6262164516152495, -0.7733395105879118] User Vector: [1.6904272954887978, -0.2752968824631681] Predicted: 2.9618986345338003 Movie Vector: [1.9086381654890168, -0.4690222454334792] User Vector: [2.1976366082801113, -0.38544505378006083] Predicted: 4.375275409054409 Movie Vector: [1.8804785468200789, 0.0816240404872743] User Vector: [1.8005442107662246, 0.03243642357019852] Predicted: 3.3885323528977325 Movie Vector: [2.2907270142023397, 0.08154772528560228] User Vector: [1.8470791143107452, -0.15835806860258342] Predicted: 4.218240284245393 Movie Vector: [2.2071732746066877, 0.21453700780445206] User Vector: [1.9705185954197348, -0.7617317799183497] Predicted: 4.185856324112705 Movie Vector: [1.9986323946772961, -0.37901179424126674] User Vector: [1.5867172711549415, -0.06710373079057602] Predicted: 3.1966976447314446 Movie Vector: [2.1638168115298613, -0.23501824151187384] User Vector: [1.4302970747217587, -0.2250856312471309] Predicted: 3.1478000850102146 Movie Vector: [1.3119014257419863, -0.6271299117855851] User Vector: [1.8297295048078237, -0.13394198660401413] Predicted: 2.484423772322924 Movie Vector: [1.8169030141420937, 0.532627915410737] User Vector: [1.9595438091511057, -0.11645528589123146] Predicted: 3.4982737170273155 Movie Vector: [1.7733350037192337, -0.327667165440949] User Vector: [2.3479240678448683, -1.1517168131571154] Predicted: 4.541035719142033 Movie Vector: [1.8084468957617719, -0.47193720901625585] User Vector: [1.8067441684953585, -0.4641258584452262] Predicted: 3.4864391452180286 Movie Vector: [1.6703661735033382, -0.08988149522430983] User Vector: [1.8543837449165557, -0.14572748444794328] Predicted: 3.110598084400516 Movie Vector: [1.6510931419659636, -0.6906235629246946] User Vector: [1.9224400731457891, -0.5194353317190462] Predicted: 3.532861900112336 Movie Vector: [2.016095645577493, -0.22163395433640717] User Vector: [1.0859598899801925, -0.4607252535810462] Predicted: 2.291511365274691 Movie Vector: [2.1131254721603367, -0.41407345906453236] User Vector: [1.6089071197059683, -0.06849484678480132] Predicted: 3.4281845151270796 Movie Vector: [2.1799927290825565, -0.3707681358177042] User Vector: [2.1503535026557388, 0.45331318750221683] Predicted: 4.51968091527494 Movie Vector: [1.9413358883456904, -0.4532594405264791] User Vector: [2.117688823608069, 0.11930318010381183] Predicted: 4.057070020952027 Movie Vector: [1.958681013144611, -0.47779929621304984] User Vector: [1.9793070977278016, -0.2715822719926067] Predicted: 4.0065930499238185 Movie Vector: [1.841532854265742, 0.01775695263994106] User Vector: [1.601110253900827, 0.1471090854247335] Predicted: 2.951109344922929 Movie Vector: [1.9497692243538152, 0.6457909904746786] User Vector: [1.6059217123799463, -0.1789591618840774] Predicted: 3.0156065171123623 Movie Vector: [1.7490761958272256, -0.4125104918167517] User Vector: [1.6845483484365094, -0.453961608101743] Predicted: 3.133667343194339 Movie Vector: [2.035893693795968, -0.5714091703272577] User Vector: [1.9061182934803123, -0.20837265224674034] Predicted: 3.9997202576649 Movie Vector: [1.639593855493581, -0.5153619307909736] User Vector: [1.7726230673865744, -0.1826473242031185] Predicted: 3.000511367048335 Movie Vector: [1.7668279430773155, -1.1206094684949668] User Vector: [1.9595719890710812, 0.1648563750520514] Predicted: 3.277486931937296 Movie Vector: [1.7125090960180593, -1.2694788719109238] User Vector: [2.053613052862796, -0.5642298549462915] Predicted: 4.233108912484636 Movie Vector: [1.5983949656397127, 0.18965490343296515] User Vector: [1.755231445082252, -0.5462971776506995] Predicted: 2.7019451668789447 Movie Vector: [2.2466654295004758, 0.10454811990387643] User Vector: [1.8128998298247294, 0.25788309622207706] Predicted: 4.099940567679524 Movie Vector: [2.1424431034345375, -0.3771711860686107] User Vector: [2.2089987849928368, -0.3913075524000334] Predicted: 4.880244146059502 Movie Vector: [1.976792689959233, -0.8664803708825154] User Vector: [1.8949758812417694, 0.6086864306989311] Predicted: 3.2185596254646214 Movie Vector: [1.892228377533144, -0.030529911950841475] User Vector: [1.5831506625731513, -0.0435992349439739] Predicted: 2.9970136904352795 Movie Vector: [1.5030166684791904, -1.7065001306662555] User Vector: [1.9598975741594644, 0.08668958545045415] Predicted: 2.7978229335750013 Movie Vector: [2.099304731499126, -0.19509128988113164] User Vector: [2.0896615355546238, -0.6448915591228452] Predicted: 4.512649074924281 Movie Vector: [2.0830133592624143, -0.32657212595666807] User Vector: [2.002915687682343, -0.13448108644083237] Predicted: 4.216017909218531 Movie Vector: [1.7246442111215854, -0.6387620802442014] User Vector: [1.2876931717865534, -0.9652102393942097] Predicted: 2.8373522748109217 Movie Vector: [1.7459934783573385, -0.7756581730341289] User Vector: [1.9628625382664837, -0.41730477562158896] Predicted: 3.750831050582271 Movie Vector: [2.178865453958761, -0.16969769338407997] User Vector: [0.8646862811702521, -0.0713085281989158] Predicted: 1.896135959307904 Movie Vector: [1.7409301397857193, 0.15538276297798748] User Vector: [1.7418314796624605, -0.27921194622680484] Predicted: 2.9890221977107516 Movie Vector: [1.6243543374200338, -0.34360266229294323] User Vector: [1.5769056493843934, -0.40086977047468253] Predicted: 2.6991934516475564 Movie Vector: [1.6496089407894654, -1.0545066879927152] User Vector: [1.8827940626118858, 0.17061217886270796] Predicted: 2.925962235686152 Movie Vector: [2.0092378416910273, -0.41033074716557755] User Vector: [1.9695543156855453, -0.05395305799489851] Predicted: 3.9794416609401875 Movie Vector: [2.324438578811684, -0.24890153517692093] User Vector: [1.713139186161651, -0.2051566758512888] Predicted: 4.033150626759373 Movie Vector: [1.8615517033900795, -0.3431170221093174] User Vector: [1.8134417161074492, 0.7867875208433621] Predicted: 3.1058553244339038 Movie Vector: [1.7973854419658817, -0.30091963609456707] User Vector: [1.9200608650876299, -0.29691435450508225] Predicted: 3.5404368061058453 Movie Vector: [1.3706685949396062, -0.4116143167423397] User Vector: [2.189546007548699, -0.8038059175212162] Predicted: 3.3319999732563446 Movie Vector: [2.0163399399246966, -0.18989076975028968] User Vector: [1.8445130470833992, 0.09108427382035011] Predicted: 3.7018692636785677 Movie Vector: [1.8214273779875039, -0.6304648602526015] User Vector: [1.7097182175708316, -0.282777247637599] Predicted: 3.292408688041963 Movie Vector: [1.9895530383682916, -0.36383314335258266] User Vector: [1.908729018606614, -0.8629572552459882] Predicted: 4.111490069145581 Movie Vector: [2.2119196757268367, -1.0084142633251425] User Vector: [1.7330981384247663, -0.5202121361014668] Predicted: 4.358063210346853 Movie Vector: [1.5538026604082449, 0.008393026577288326] User Vector: [1.8503782933446193, -0.396299238715655] Predicted: 2.8717965649174375 Movie Vector: [1.3406268881822976, 1.0981189743492814] User Vector: [1.5720582565277594, -0.42739719227654965] Predicted: 1.6382106020676108 Movie Vector: [1.4175758293688316, -0.5422016162001936] User Vector: [2.011096041403848, -0.04542909928059837] Predicted: 2.8755128698858936 Movie Vector: [2.031205919468193, -0.1406859437647834] User Vector: [1.8914141383383078, -0.4520407427448784] Predicted: 3.9054473724717997 Movie Vector: [2.1104823079044475, -0.42230661469683445] User Vector: [1.9766926197651096, -0.04170718548913311] Predicted: 4.189388022492006 Movie Vector: [1.9094109041132792, -0.2979598122623273] User Vector: [1.8917082432382841, -0.689287936912626] Predicted: 3.817428451317328 Movie Vector: [1.66982753967832, -0.13052644653043463] User Vector: [2.020140626559052, -0.5277920749968615] Predicted: 3.442177276307586 Movie Vector: [2.1721572203861785, -0.00046237173691099083] User Vector: [1.8607953189993198, -0.7026719147351008] Predicted: 4.042264883458869 Movie Vector: [2.055916402476526, -0.30318916619639746] User Vector: [1.714805931548736, -0.11895717913376117] Predicted: 3.561564169689726 Movie Vector: [0.8727649473590908, -0.355096884119373] User Vector: [2.139964073425909, -0.5586584161137859] Predicted: 2.0660634947429783 Movie Vector: [1.9744655502148494, 0.19265097694104383] User Vector: [1.8925347460187483, -0.6610411098429078] Predicted: 3.6093944429892 Movie Vector: [2.1974806769446107, -0.233697714418807] User Vector: [1.7751752192898822, 0.20840066663084977] Predicted: 3.852210483105443 Movie Vector: [1.8399988854017317, -0.18379737090507833] User Vector: [2.0025217555007715, -0.2597977656283798] Predicted: 3.7323879444036487 Movie Vector: [1.9944802136569342, 0.447634467732698] User Vector: [2.3243999992604123, -0.2918948540384754] Predicted: 4.505307609527658 Movie Vector: [1.8295485320832259, -0.30589327173014585] User Vector: [1.880573798157394, -0.2842893922876275] Predicted: 3.5275632442180744 Movie Vector: [1.6493627047313177, -0.1342246506049128] User Vector: [1.4225210575157436, -0.5782973785097998] Predicted: 2.423874942537636 Movie Vector: [1.1886531236644475, -0.3705948040793054] User Vector: [1.7006316037530251, -0.14886559210227654] Predicted: 2.076629882942805 Movie Vector: [2.157446357044558, -0.10150016781621872] User Vector: [2.090024693892231, -0.039576206272561934] Predicted: 4.513133153549156 Movie Vector: [1.6546899928979721, -1.0540462609134282] User Vector: [2.0591356193530688, -0.23294395584629368] Predicted: 3.6527648090254594
avg loss: 1.028723490917447: 99%|█████████████████████████████████████████████▍| 69090/70000 [01:49<00:01, 715.49it/s]
Movie Vector: [2.0772694806179417, 0.5392903379503302] User Vector: [1.9830933892697713, -0.2107608689485839] Predicted: 4.005758074503304 Movie Vector: [1.7037494769002952, -0.3779491635769945] User Vector: [1.62366332109165, -0.20974717771923443] Predicted: 2.8455893043537146 Movie Vector: [1.7738259829859926, -0.29582020041576534] User Vector: [1.7944591851789797, -0.16088080001209631] Predicted: 3.230650118580974 Movie Vector: [1.6861286803921383, -0.3975831836723007] User Vector: [1.466725314906, -0.47518465657799985] Predicted: 2.6620130483147073 Movie Vector: [1.7581019896325738, -0.4690933367920413] User Vector: [1.748291179086458, 0.46685655634022344] Predicted: 2.8546749005921033 Movie Vector: [2.051369493258357, -0.39178103837641925] User Vector: [1.7489851879163163, -0.5296486464094952] Predicted: 3.795321155317243 Movie Vector: [2.067242695984788, -0.32551324167885715] User Vector: [1.5200306118541587, 0.027879136355085796] Predicted: 3.1331971519786466 Movie Vector: [2.2938315180066806, -0.13306355254851326] User Vector: [1.7523833934199793, -0.21036908261309503] Predicted: 4.04766471693712 Movie Vector: [2.0937247374090906, -0.2110280253396459] User Vector: [1.7958458825459134, -0.4763017902636268] Predicted: 3.8605199751257104 Movie Vector: [1.1907891693854884, -0.15056376073377423] User Vector: [2.205147608454653, -0.2103379535258969] Predicted: 2.6575351623520174 Movie Vector: [2.168824697064924, -0.2365250093044552] User Vector: [1.8192499095479258, -0.48420305385758156] Predicted: 4.06016026577958 Movie Vector: [1.3184899666555765, -0.6266172278948566] User Vector: [1.8922563697765444, 0.4135312012052211] Predicted: 2.2357952629432325 Movie Vector: [1.9479001210353832, -0.33505631241986833] User Vector: [1.9739351686077664, 0.1439458916855672] Predicted: 3.796798574190912 Movie Vector: [2.0968368164186515, -0.42201870192840607] User Vector: [1.5366161512931715, -1.1772935948199479] Predicted: 3.718873233409596 Movie Vector: [2.1520856059662825, -0.3788792830084288] User Vector: [1.81425471966067, -0.6478424904095307] Predicted: 4.149885566006879 Movie Vector: [1.7128878922271868, -0.37912967729479713] User Vector: [1.9065149054461499, -0.4901623006810474] Predicted: 3.451481372768651 Movie Vector: [2.2371165522271803, -0.0249922582959421] User Vector: [1.9954089100906556, -0.40481093035017524] Predicted: 4.474079440557736 Movie Vector: [1.7865404846284183, -0.1768619291118379] User Vector: [2.036400831787692, 0.025181926350576228] Predicted: 3.6336588048465823 Movie Vector: [1.9144239692660763, 0.23663689723849382] User Vector: [1.8295073449825998, 0.3704221940762779] Predicted: 3.590108271857515 Movie Vector: [1.808386736166357, 0.2151674318951069] User Vector: [1.7631729542600347, -0.6898079477844736] Predicted: 3.0400743794254788 Movie Vector: [1.9697731424793734, 0.3573526767812913] User Vector: [1.6446416870756646, -0.612356255187327] Predicted: 3.020743877268651 Movie Vector: [2.0909750562321054, -0.04028116038552565] User Vector: [1.6430009772310958, -0.5143293291108509] Predicted: 3.4561918429520886 Movie Vector: [1.6095491993641902, 0.18613778773485262] User Vector: [1.799399080162601, -0.18247732145384155] Predicted: 2.862255423885175 Movie Vector: [1.2408286507828614, -1.2874764419895717] User Vector: [1.1595697243357537, -0.8411115509847459] Predicted: 2.5217386435143587 Movie Vector: [1.805811249807851, 0.21617504204203863] User Vector: [2.019376295217403, 0.6618324305914552] Predicted: 3.7896840850067783 Movie Vector: [1.4131185639546644, -1.0133777981004577] User Vector: [1.6990554871995334, -0.34364837715610924] Predicted: 2.749212485913951 Movie Vector: [2.3760737030752854, -0.31549202149721317] User Vector: [1.9214943903697255, -0.27464559604813543] Predicted: 4.652260785856715 Movie Vector: [2.0644178740134693, -0.3957325053485407] User Vector: [1.8409740874187934, -0.2779264689599239] Predicted: 3.9105243495271766 Movie Vector: [2.1988737736039643, -0.3296347332644532] User Vector: [1.9409097046531787, -0.45988650916278795] Predicted: 4.419410013275087 Movie Vector: [1.9167271253617724, -1.1019030060522061] User Vector: [2.147610130440816, -0.46191831375916326] Predicted: 4.625371770199434 Movie Vector: [1.6601893533871195, -0.45199893782479483] User Vector: [1.5518424517490297, 0.24085707410468174] Predicted: 2.4674851748649997 Movie Vector: [1.7412989427011711, -0.32496639795618] User Vector: [1.9505535394473923, -0.5311947060207637] Predicted: 3.569117246150731 Movie Vector: [1.3727218318290495, -0.812206509821559] User Vector: [2.2229414105479974, -0.5156474675845244] Predicted: 3.47029243508125 Movie Vector: [1.7310861957255643, -0.16744769525156047] User Vector: [1.9189544259643347, -0.5182002838622474] Predicted: 3.408646960224772 Movie Vector: [1.179678892357452, 0.0588297865261715] User Vector: [2.138142052515237, -0.47294760589241297] Predicted: 2.494497641521349 Movie Vector: [1.3202253769088321, -0.47033102089052975] User Vector: [1.933578604933446, -0.3162360895747794] Predicted: 2.7014951853332474 Movie Vector: [1.35149899037367, -0.5106102880687106] User Vector: [1.9685089276378065, -0.4839990247628935] Predicted: 2.9075727097032074 Movie Vector: [1.8895556860261986, -0.3061958541860202] User Vector: [1.7889949466035726, 0.4206260003861965] Predicted: 3.2516116361458156 Movie Vector: [2.2733431427903055, -0.15475980739729597] User Vector: [1.8010031298362374, -0.3965659437935539] Predicted: 4.155670584438906 Movie Vector: [2.198399484882844, -0.1042453546714521] User Vector: [2.0806440731372478, -0.7737075607593015] Predicted: 4.6547422776928045 Movie Vector: [1.8782054638247805, -0.6790421231520609] User Vector: [2.132543339299118, -0.1743698594329359] Predicted: 4.123759031277814 Movie Vector: [1.9203093209031816, -0.1319032684904315] User Vector: [1.4581748468035776, -0.006304082716232705] Predicted: 2.8009782789385844 Movie Vector: [1.9918930044999041, -0.04915655753857527] User Vector: [1.8171210964825169, -0.3629003022599872] Predicted: 3.63734973000153 Movie Vector: [1.64777469673129, -0.7035017075909473] User Vector: [2.06482779683633, -1.2004503726392213] Predicted: 4.246889883764203 Movie Vector: [1.7133736696733997, -0.7312253735401892] User Vector: [1.3958926053087244, -0.23819748482535807] Predicted: 2.5658616804455274 Movie Vector: [2.1364253561843447, -0.20654710563002557] User Vector: [2.2814860721134833, -0.15742180643262885] Predicted: 4.90673971272638 Movie Vector: [1.9481535180669753, -0.2782586430357044] User Vector: [2.080095933589545, 1.5074351921760663] Predicted: 3.6328893399001028 Movie Vector: [2.1025298164099446, 0.1054966536046894] User Vector: [1.7556047512049187, -0.09303026162465342] Predicted: 3.681396953953935 Movie Vector: [2.1192562094342917, -0.16124910802530873] User Vector: [2.0390621715652077, -0.5534433216555059] Predicted: 4.410537410471652 Movie Vector: [1.5127452953847123, -0.11589647705800697] User Vector: [2.0206460217667104, -0.2246170063069041] Predicted: 3.0827550827837125 Movie Vector: [1.8182738618771943, -0.30055304733828075] User Vector: [1.705976256666079, -0.29595922869495367] Predicted: 3.1908834845511866 Movie Vector: [2.1320611833925516, 0.3515699432433805] User Vector: [1.589573307615542, -0.2561169202646935] Predicted: 3.2990245362028774 Movie Vector: [1.9707303428927365, -0.4909459981479714] User Vector: [1.8614039210322568, 0.1985176412906105] Predicted: 3.570863746004384 Movie Vector: [1.7933856992548423, -0.3004264776174908] User Vector: [1.7136800286013558, -0.3664207605529051] Predicted: 3.183371754811132 Movie Vector: [1.3566393741255565, -0.678199088196204] User Vector: [1.284997744576717, -0.4826059351219394] Predicted: 2.0705814411130845 Movie Vector: [1.8137328230329828, -0.17652567141035064] User Vector: [1.9967752180758702, -0.37087843844638574] Predicted: 3.6870863186014184 Movie Vector: [1.6526066580187717, -0.6754063584553113] User Vector: [1.4721054268498763, -0.007260954101520872] Predicted: 2.437715324286291 Movie Vector: [1.65149691535509, -0.772273157050947] User Vector: [1.5925788196512982, -0.7071053371189259] Predicted: 3.1762174791783764 Movie Vector: [2.1001695419558026, -0.8840087364300867] User Vector: [1.8324310345716877, -0.3863138300984155] Predicted: 4.189920647352786 Movie Vector: [1.7374635727319907, -0.5599614884137389] User Vector: [1.4665015345947945, -0.2345045374136257] Predicted: 2.679306505523928 Movie Vector: [2.446429464445734, 0.1629913790008352] User Vector: [1.9470153196811195, 0.015423064364041263] Predicted: 4.765749472324235 Movie Vector: [1.3986899267909572, 0.14537714855376294] User Vector: [2.170385745156275, -0.41363501696778915] Predicted: 2.975563599692003 Movie Vector: [2.0272607166395007, -0.0009262069479868901] User Vector: [2.1558058485756786, -0.4020968262872391] Predicted: 4.370752934393428 Movie Vector: [1.6227970343472704, -0.5975372555399] User Vector: [1.0455784514682238, -1.41847921217764] Predicted: 2.544355785705071 Movie Vector: [1.2707847397263403, -0.4622450223545588] User Vector: [1.8936820399539294, -0.5876001891486283] Predicted: 2.6780775008358497 Movie Vector: [1.8832099663089104, -0.5192019639685177] User Vector: [1.7462771733269833, 0.04592428546819637] Predicted: 3.2647625975381893 Movie Vector: [1.8207779206132804, -0.2805916106349442] User Vector: [1.9453512634701984, -0.20828314852064525] Predicted: 3.600495132475211 Movie Vector: [1.9319675549675088, -0.5127074418488622] User Vector: [1.593965069640141, -0.5917528444245549] Predicted: 3.3828848853679796 Movie Vector: [1.9284431892619047, -0.9706423627325612] User Vector: [2.028473262660626, -0.13915265463212959] Predicted: 4.046862909450398 Movie Vector: [2.1161425572938057, -1.1771130057274637] User Vector: [1.865964930203052, -0.2258196375547549] Predicted: 4.214463031534808 Movie Vector: [2.343810975292256, -0.1990414300547911] User Vector: [2.0199161145492432, -0.3964761156061452] Predicted: 4.813216731483021 Movie Vector: [1.907742063352785, -0.5518046334613408] User Vector: [1.8494226682185595, -0.21661793625207956] Predicted: 3.6477521979934187 Movie Vector: [2.0107137300905347, -0.41037117696828895] User Vector: [2.11081046831488, -0.6211143315811865] Predicted: 4.499123009542404 Movie Vector: [2.142173735758959, -0.3753399064202674] User Vector: [2.11726430053349, -0.1747125568180836] Predicted: 4.601124570989452 Movie Vector: [1.9981272761382367, 0.004507707229454457] User Vector: [2.095928567034252, 0.012466021897588303] Predicted: 4.187988231805498 Movie Vector: [1.8388163281821097, -0.07993515733537845] User Vector: [2.5460466438555884, -0.4869834032624618] Predicted: 4.720639235994419 Movie Vector: [2.265649472066848, 0.19193220819600346] User Vector: [2.287664740502881, -0.3001395926367089] Predicted: 5.125439956804483 Movie Vector: [1.9949927915720547, 0.7165675699869217] User Vector: [1.9030409547316534, -0.06799982812887295] Predicted: 3.7478265151542147 Movie Vector: [1.5972385389785841, -0.8499311200400511] User Vector: [1.9315309298573178, -0.5551716536028377] Predicted: 3.556973305758395 Movie Vector: [1.7637249928009922, -0.16723728190178858] User Vector: [2.139666925473182, -0.23926128743774347] Predicted: 3.81379744010212 Movie Vector: [2.0037675337964282, -0.012981489156265943] User Vector: [1.8720140306796882, -0.628111300508663] Predicted: 3.7592347575238314 Movie Vector: [2.0630979156402214, -1.2071903725995816] User Vector: [2.122026562111222, -0.2935267694861896] Predicted: 4.732291267448831 Movie Vector: [1.476434433857393, 0.10828702336898133] User Vector: [2.084089156884574, 0.0762461782407396] Predicted: 3.0852774661381575 Movie Vector: [1.7649983338378032, -0.5599888090807262] User Vector: [1.5046444717851803, -1.0766352216989108] Predicted: 3.2585986613326416 Movie Vector: [2.3420238526587642, 0.6691265945061574] User Vector: [2.1284095598478285, -0.4020843095779868] Predicted: 4.715740652618278 Movie Vector: [2.0135238258444343, 0.06018379287038771] User Vector: [1.2320580220514217, -0.456140779951902] Predicted: 2.4533259000029424 Movie Vector: [2.0729348941445256, -0.43492822527164066] User Vector: [1.7594371828757454, 0.044742814430609665] Predicted: 3.627738817564512 Movie Vector: [1.8040770381257876, 0.49400971973735996] User Vector: [1.3674150454184757, -0.16315457586948043] Predicted: 2.386322138728053 Movie Vector: [2.290055436429545, 0.6034226396508033] User Vector: [2.08834008182167, -0.967267154305851] Predicted: 4.198743657990678 Movie Vector: [1.6104080461279995, -1.1059398972952834] User Vector: [2.112533132574009, -0.6797588927358456] Predicted: 4.153812834427009 Movie Vector: [1.9151208977998464, -0.5206759740341333] User Vector: [1.575163992999937, -0.2353987477687027] Predicted: 3.139195952736915 Movie Vector: [1.1486758399305284, -0.7945992933869953] User Vector: [1.6173150730413413, -0.059092629979375845] Predicted: 1.9047257119840577 Movie Vector: [1.8562379499096426, -0.17758224211918008] User Vector: [1.9923586101584874, -0.20729168714745003] Predicted: 3.735102984581727 Movie Vector: [1.7898696782336845, -0.3810995025606365] User Vector: [1.585345070021067, 0.017594557264443367] Predicted: 2.830855793346711 Movie Vector: [2.123306395798434, -0.2671187835072692] User Vector: [2.001121862623658, -0.8033195795704238] Predicted: 4.463576598543312 Movie Vector: [0.09310525352307819, 0.710875100545292] User Vector: [1.9596990119434223, -0.22839114544967146] Predicted: 0.020100694850728545 Movie Vector: [1.8126140078228932, -0.3469345216769519] User Vector: [2.0122319704044584, 0.29834572827484473] Predicted: 3.5438934240107876 Movie Vector: [2.150355682351414, -0.19499836918071597] User Vector: [1.9065294014224194, -0.05578253655641165] Predicted: 4.110593835576004 Movie Vector: [2.224619337175116, -0.5630173655057048] User Vector: [1.7167060810574697, -0.33998227023900196] Predicted: 4.01043346627517 Movie Vector: [1.1188425348095998, -1.0311432246295844] User Vector: [2.2465305835827305, -0.2225657396917291] Predicted: 2.74301112718079 Movie Vector: [1.8041576304701423, -0.3537555787586931] User Vector: [1.8866065562089687, 0.26131302377896076] Predicted: 3.311294674115298 Movie Vector: [2.0128592470452364, -0.21986659360687555] User Vector: [2.0948481392588625, -0.4037467366552454] Predicted: 4.3054048679309895 Movie Vector: [1.6504474436645074, 0.0034614736788787545] User Vector: [2.2183507652607, -0.39295394267479294] Predicted: 3.659911149946146 Movie Vector: [1.6845824658394737, -0.7263123936216384] User Vector: [1.7354403601309463, -0.4750630553678558] Predicted: 3.26853658605217 Movie Vector: [1.743746071495538, -0.4178213933389697] User Vector: [2.064412993714486, -0.3059923329938177] Predicted: 3.727662190656497 Movie Vector: [2.1335160773250617, -0.45541992586778945] User Vector: [2.1340992846677556, 0.16777594005474933] Predicted: 4.476726628264437 Movie Vector: [1.9981018487938695, -0.3822370362736317] User Vector: [1.9609025468240393, 0.05202096799320441] Predicted: 3.8981986634839125 Movie Vector: [1.7664343058427758, -0.18673918616888574] User Vector: [1.9687054242817354, -0.40681001115412246] Predicted: 3.553556169958291 Movie Vector: [2.149404545925692, -0.0379680290530931] User Vector: [2.1826728363942136, -0.16497125565979787]
avg loss: 1.0291206624353186: 99%|████████████████████████████████████████████▌| 69238/70000 [01:49<00:01, 678.59it/s]
Predicted: 4.697710550242063 Movie Vector: [1.7061109313815763, -0.37056720869811954] User Vector: [1.9773179996559243, -0.22069371658551679] Predicted: 3.455305708562833 Movie Vector: [2.4004288257768294, -0.31897318034145206] User Vector: [1.851905658863713, -0.2134295515867482] Predicted: 4.513446029004164 Movie Vector: [1.8208405292529133, -0.5575549111853633] User Vector: [1.6985159745686182, 0.10183168639933027] Predicted: 3.035949969211816 Movie Vector: [1.95499874948612, -0.047912999413608374] User Vector: [1.9571503957227523, -0.7893551075883327] Predicted: 3.8640469470012544 Movie Vector: [2.112582630670929, -0.4340825125611595] User Vector: [1.5628975746424043, -0.18937087819893048] Predicted: 3.3839528563217702 Movie Vector: [1.2765961145043128, -0.6896847847500548] User Vector: [1.8050073447561032, 0.3084719687341989] Predicted: 2.091516939609516 Movie Vector: [2.048674689203801, -1.0789375641863115] User Vector: [1.8938127418245791, 0.2604945932229185] Predicted: 3.5987488283720275 Movie Vector: [2.139893117081412, 0.1436686351906683] User Vector: [1.6877876986285598, -0.4053884550259212] Predicted: 3.553443673334304 Movie Vector: [1.8628273244631337, -0.5023591383295161] User Vector: [1.864045676795644, -0.7494929180720633] Predicted: 3.8489098372890567 Movie Vector: [1.5351584052139942, 0.4865452084772623] User Vector: [2.0437242457670624, -0.5461788123334003] Predicted: 2.8716997697163187 Movie Vector: [1.7418579884308347, -0.38163234833760523] User Vector: [1.7254633894510047, -0.2357032821493234] Predicted: 3.0954641857377045 Movie Vector: [1.9041187832614672, -0.4289247587053006] User Vector: [1.727972658989361, 0.30060169954505744] Predicted: 3.161329685500137 Movie Vector: [1.792072973618034, -0.48919734804226594] User Vector: [1.7967460767498367, 0.032009982631406586] Predicted: 3.2042408859834532 Movie Vector: [2.134161706772192, -0.4754179401921735] User Vector: [1.4913044995791875, -0.2331929877854469] Predicted: 3.2935490860591843 Movie Vector: [2.322388855980081, -0.07290832650335943] User Vector: [2.1962538233795423, -0.2845966264642654] Predicted: 5.121304868084306 Movie Vector: [1.661111922696888, -0.0489284605839931] User Vector: [1.7911469999792995, -1.1590628368731621] Predicted: 3.032006797296697 Movie Vector: [1.4380027382076603, -0.514962040186068] User Vector: [2.182878508018613, 0.31512063444677463] Predicted: 2.9767101068859785 Movie Vector: [2.0325247801238584, -0.6971066364963197] User Vector: [1.6861267358388208, 0.34554115782808864] Predicted: 3.1862153387171754 Movie Vector: [2.2362056805290673, -0.32664517379062236] User Vector: [1.8459643275012003, -0.5816260011434444] Predicted: 4.3179412414368485 Movie Vector: [1.7404568468791695, -0.4674927213792381] User Vector: [1.4880077365624544, -1.0713568113085121] Predicted: 3.0906647645960983 Movie Vector: [2.0835500876976516, -0.3310932925229956] User Vector: [2.133487932403964, -0.00953300565218536] Predicted: 4.4483852828911825 Movie Vector: [1.3620300573446495, -0.49055799399405825] User Vector: [2.112217369073841, -0.3021874203210859] Predicted: 3.0251439990469597 Movie Vector: [1.667093643264296, -0.3391150571849472] User Vector: [1.9940419902667061, -0.3097788017412292] Predicted: 3.4293053824428723 Movie Vector: [1.677946649014705, -0.00140967714722337] User Vector: [1.9838141291973548, 0.033547173759653645] Predicted: 3.3286869796705236 Movie Vector: [1.7642284837464315, -0.22268518419890962] User Vector: [1.9282897596210569, -0.3336314342674696] Predicted: 3.476238496234426 Movie Vector: [1.7882576894449616, 0.14483124159069438] User Vector: [1.5472445005180886, -0.23333656868893227] Predicted: 2.7330774505511704 Movie Vector: [2.0464546592436856, -0.2938239586521257] User Vector: [2.1598782978673174, -0.47186363407412607] Predicted: 4.558737846977531 Movie Vector: [1.7508156736043525, -0.5498405303138457] User Vector: [1.7424477198248929, -0.5072653864235958] Predicted: 3.3296198473865957 Movie Vector: [2.194536555065741, -0.10220249890917958] User Vector: [1.9158813131896837, -0.3699445531812429] Predicted: 4.24228083475508 Movie Vector: [2.3007158223971844, -0.2632892673614464] User Vector: [2.2977928654611723, -0.2698098808406912] Predicted: 5.357606448011309 Movie Vector: [2.070422003815873, -0.39663893124913485] User Vector: [1.9738693828451501, -0.41743564330878025] Predicted: 4.252313830328346 Movie Vector: [1.2116356077703765, -0.3545897322375669] User Vector: [1.9395893443529613, -0.10255727956575124] Predicted: 2.3864412723702793 Movie Vector: [2.0380741478116597, 0.05109460810005141] User Vector: [1.9595365315563182, -0.31126161868653046] Predicted: 3.977776956234083 Movie Vector: [1.6654042801437998, -0.5782985703624581] User Vector: [1.2599881052988229, -1.5690169073542515] Predicted: 3.0057498178924256 Movie Vector: [1.4860610569821957, -1.4130020805273318] User Vector: [2.09115456414526, -0.5953601498775087] Predicted: 3.9488284923468315 Movie Vector: [1.5901831842977723, -0.19257198020928795] User Vector: [1.8741126151317744, 0.7756047972241302] Predicted: 2.830822614401596 Movie Vector: [1.8428506128086362, 0.2597099725522566] User Vector: [1.671736688946877, -0.1494350275628195] Predicted: 3.0419512147737473 Movie Vector: [1.476746257143033, -0.5480193961006126] User Vector: [1.7837893908313767, -0.21324330118082424] Predicted: 2.7510657715773026 Movie Vector: [1.7786969531815664, -0.4894356489281781] User Vector: [1.6607255291965113, -0.12004882624290866] Predicted: 3.012683614027943 Movie Vector: [1.7787594789678751, 0.036998930486798795] User Vector: [2.2106004274872855, -0.366154914247459] Predicted: 3.9185791243838044 Movie Vector: [2.007812388341589, -0.03371304199786652] User Vector: [1.9265432658705042, 0.40201873772850477] Predicted: 3.854584161301892 Movie Vector: [2.2201295528379013, -0.0988914477207742] User Vector: [1.9865143471297921, -0.1319097055954006] Predicted: 4.423363950954091 Movie Vector: [1.9257189406650501, -0.37687874595665005] User Vector: [2.066958318096292, -0.2613044239024812] Predicted: 4.078860866316497 Movie Vector: [1.8597409096404915, -0.4578562161865818] User Vector: [1.272180043359195, -0.4549415413886754] Predicted: 2.5742230837896196 Movie Vector: [2.3350380409011673, -0.24308485695898305] User Vector: [1.8941785986278992, -0.25772431016788855] Predicted: 4.485627961129022 Movie Vector: [1.6006050102858185, -0.5566486037992853] User Vector: [1.963708403869976, -0.08836861509202419] Predicted: 3.1923117761853024 Movie Vector: [1.7700932228530544, 0.5402462947377272] User Vector: [2.2728807405211304, -0.8288314921203512] Predicted: 3.575437652569723 Movie Vector: [1.7719337053493156, -0.33330917010254585] User Vector: [1.6048125714383608, -0.17932652496392082] Predicted: 2.9033926613130356 Movie Vector: [1.0795519300959935, 0.012693185428777946] User Vector: [1.8923988015543258, -0.4871326647080022] Predicted: 2.0367595134877643 Movie Vector: [2.212163181984545, -0.19680677512775946] User Vector: [1.7643339415690409, -0.1235246614382648] Predicted: 3.927305076531117 Movie Vector: [1.6720306052587086, -0.21615023109485126] User Vector: [1.950169009572369, -0.3019550829266504] Predicted: 3.326009930386925 Movie Vector: [1.7936825044977094, -0.8353482299413421] User Vector: [1.7425280970040165, -0.27914977122920115] Predicted: 3.3587294284766354 Movie Vector: [1.9569421004205039, -0.41973550514216784] User Vector: [2.0970258465690232, 0.17568962892263795] Predicted: 4.030014989676786 Movie Vector: [1.9989539941604428, -0.19932977424836218] User Vector: [1.8984145743163552, -0.45252560886942883] Predicted: 3.885045223359621 Movie Vector: [1.8038403086460655, -0.7302274533643592] User Vector: [2.0461243467667263, -0.10552897857170557] Predicted: 3.767941730478479 Movie Vector: [1.7991969853380287, -0.37317534748602427] User Vector: [2.1676920871500176, -0.8324080331711265] Predicted: 4.2107392253702045 Movie Vector: [1.7273877781845, -0.9419768822035115] User Vector: [1.8664243416880393, 0.08902075639637057] Predicted: 3.140183102176319 Movie Vector: [2.067660070766778, -0.6102133873288246] User Vector: [2.036896208359927, 0.06978785660454564] Predicted: 4.1690234739489895 Movie Vector: [1.6924012820687293, -1.0666045289540942] User Vector: [1.6618702919791373, -0.24551592832109434] Predicted: 3.074419813855074 Movie Vector: [1.7283174076616488, -0.5324074820766039] User Vector: [1.8299272417624575, -0.4685420882048682] Predicted: 3.41215042012039 Movie Vector: [2.177617145811363, -0.09893546808967607] User Vector: [2.318935633108602, -0.2573704230126769] Predicted: 5.0752170579634175 Movie Vector: [2.179608685165646, -0.4206021638718778] User Vector: [1.4156964842151913, -1.3195662527627021] Predicted: 3.6406767738381984 Movie Vector: [2.0787683932861247, -0.4254744098516976] User Vector: [2.1839425065961744, -0.2567810759432786] Predicted: 4.649164432214252 Movie Vector: [2.0977209697162964, 1.0472957545792447] User Vector: [1.8413889430568668, 0.03366682805867988] Predicted: 3.8979793253501214 Movie Vector: [1.2901273900828087, -0.19924558856126348] User Vector: [2.148409384587205, -0.18016962724100663] Predicted: 2.807619795587402 Movie Vector: [1.2190753591012091, 0.05011546157981847] User Vector: [1.4044462712868144, 0.10493850454766507] Predicted: 1.7173848841002295 Movie Vector: [1.6641958001530213, 0.1795907115359025] User Vector: [1.8533444497982692, -0.35874700034545454] Predicted: 3.0199004205377804 Movie Vector: [1.6993170771304278, -0.7935053191241783] User Vector: [1.6452379688629948, -0.07820133668230943] Predicted: 2.8578341530522993 Movie Vector: [1.2279675245476447, -1.5846793986699037] User Vector: [2.052183242456683, -1.042397222352971] Predicted: 4.171879779651176 Movie Vector: [1.5517706966359475, -1.3091229569479383] User Vector: [1.5679070653412486, -0.34614152227433986] Predicted: 2.8861740522072576 Movie Vector: [2.0516230389800607, -0.1665335818797869] User Vector: [2.2388101055434824, -0.39291103342121575] Predicted: 4.658627274190113 Movie Vector: [1.451332449057842, -0.3468249804792348] User Vector: [1.8651238284874674, -0.1520318716778335] Predicted: 2.7596431847217406 Movie Vector: [1.8423947985292362, -0.19750580855989858] User Vector: [2.0844880087666655, -0.23420375625438605] Predicted: 3.8867064671950575 Movie Vector: [2.0090457392679317, 0.4212861967792067] User Vector: [1.8358044348535454, -0.043886956396810284] Predicted: 3.6697261090230615 Movie Vector: [1.9972698001544886, -0.15300914852092487] User Vector: [2.0178063029882582, -0.6402271605664764] Predicted: 4.128064204218073 Movie Vector: [1.7262939639368657, -0.6073984027941199] User Vector: [1.9205612376563659, 0.05949889389366306] Predicted: 3.279313738818273 Movie Vector: [1.9624260731982963, -0.3866990743222325] User Vector: [2.165802926955151, -0.06534824681613381] Predicted: 4.275498239818354 Movie Vector: [1.8705929126472307, -0.41097674052174216] User Vector: [2.1605217854978354, 0.37261952028922996] Predicted: 3.8883187836689483 Movie Vector: [1.360094212733929, -0.49028103959645636] User Vector: [1.932615379701104, -0.6457500325517784] Predicted: 2.945137990650988 Movie Vector: [1.8658964644178542, 0.02256591263404953] User Vector: [2.148736090299993, -0.019687575409393237] Predicted: 4.008874805751135 Movie Vector: [2.022744792739982, -0.0063065890656661405] User Vector: [2.125295679919845, 0.19896796891100754] Predicted: 4.2976759603734935 Movie Vector: [2.1979862490365956, -0.4936251825507612] User Vector: [1.7800216003274703, -0.09180512043811932] Predicted: 3.9577803198432555 Movie Vector: [1.9629821971059136, -0.027385039288919097] User Vector: [0.909678073698765, -0.08459969976133465] Predicted: 1.7879986298700716 Movie Vector: [2.1729566613000957, -0.3778800539239482] User Vector: [1.8739169934454494, -0.22370279453210973] Predicted: 4.156473237691469 Movie Vector: [1.846153480217243, -0.4760023110231596] User Vector: [1.9621235521845084, -0.03879192124540572] Predicted: 3.6408462686434913 Movie Vector: [1.6177084171700462, -0.3603515738148788] User Vector: [1.8359266612919674, -0.19097866379456868] Predicted: 3.0388134753423515 Movie Vector: [1.8368211648745076, -0.07132186768108124] User Vector: [2.300273459860507, -0.8204710199515264] Predicted: 4.283708501592034 Movie Vector: [1.7358539459801725, -0.38081217879912826] User Vector: [2.0473995941011855, -0.3657288099701718] Predicted: 3.6932606493930997 Movie Vector: [1.720419655236739, 0.1718713776995559] User Vector: [1.9010736779971642, 0.5946515582300869] Predicted: 3.3728481042437135 Movie Vector: [1.834228321076108, -0.5595253474224969] User Vector: [1.7608050567483833, -0.7231069301188547] Predicted: 3.634315159280275 Movie Vector: [1.5162514905186222, -0.6435141216380103] User Vector: [1.9817617814050599, 0.016483931422845297] Predicted: 2.994241612257549 Movie Vector: [1.5803027202130615, -0.12340622708610936] User Vector: [1.350662056951519, -0.6560951356572498] Predicted: 2.215421147990065 Movie Vector: [1.7577632139024295, -0.427321784475478] User Vector: [1.5957605662549021, -0.39849448081257516] Predicted: 2.9752545942034363 Movie Vector: [1.950390663668117, -0.8034183058106131] User Vector: [1.8491896406737933, 0.03756135817727256] Predicted: 3.5764647277712367 Movie Vector: [1.6698826558096107, -0.45868959736208137] User Vector: [1.5698432883797109, -2.2167386383972554] Predicted: 3.63824903310781 Movie Vector: [1.8255697312715322, -1.0012025043886683] User Vector: [1.8997073012383416, -0.5518022787847955] Predicted: 4.020513970862958 Movie Vector: [1.8032046939869213, -0.6274509364531723] User Vector: [1.8808903717302463, -0.5367754310098736] Predicted: 3.7284305940309856 Movie Vector: [1.781698501480374, -0.7163040078578448] User Vector: [2.0742294856666725, -0.6136484349299881] Predicted: 4.135210399694762 Movie Vector: [1.9682363245058385, 0.06218796286922687] User Vector: [2.192793485816394, -0.47658950023455726] Predicted: 4.286297660779155 Movie Vector: [1.6339072085611124, 0.12001459580304613] User Vector: [2.110430947912454, -0.1743042871001297] Predicted: 3.4273292804015596 Movie Vector: [2.3973413464671554, 0.07646448661189222] User Vector: [1.436617532289695, -0.49542499050282957] Predicted: 3.406180191664199 Movie Vector: [2.505929558754911, 0.13155350850728867] User Vector: [1.9967946401405512, -0.17240971060783497] Predicted: 4.981145609160396 Movie Vector: [1.8510403960485489, -0.9653325544398688] User Vector: [1.7433614723125854, -0.19824053182548818] Predicted: 3.418400549145886 Movie Vector: [1.9142056344356722, 0.6131875817387552] User Vector: [2.2335911984811623, -0.2534929776109653] Predicted: 4.120114111229542 Movie Vector: [2.151368706622538, -0.5401065705331041] User Vector: [2.1121384239089522, -0.4772811657673301] Predicted: 4.801771202875403 Movie Vector: [1.5777729656814983, -0.20155581736183442] User Vector: [2.1994099942888736, -0.501724494242201] Predicted: 3.571295119966123 Movie Vector: [1.9317505829183999, -0.5846482280328887] User Vector: [1.6599032060564132, -0.11982255146406978] Predicted: 3.276573028279445 Movie Vector: [1.1341243371827643, -2.0163667121303446] User Vector: [1.7189513998452157, -0.46795379449383084] Predicted: 2.893071071031285 Movie Vector: [2.218017466646451, -0.17232908578994002] User Vector: [2.110671211335273, -0.3190466493736839] Predicted: 4.7364866305003686 Movie Vector: [1.3385480774649927, 0.7429417452735866] User Vector: [1.899104308955179, -0.5379166265358766] Predicted: 2.142401704327194 Movie Vector: [2.21572249502728, 0.0030558742689738624] User Vector: [1.824628078163301, -0.1875294732979848] Predicted: 4.0422964113526945 Movie Vector: [1.6206411513687293, 0.0642180887887636] User Vector: [1.6895622286463927, -0.11687253929333172] Predicted: 2.730668744437299 Movie Vector: [1.3018663294737967, -0.43553010125976455] User Vector: [2.131615335642813, -0.27395832431113304] Predicted: 2.8943953295915477 Movie Vector: [2.4291948962352357, 0.19862886626852694] User Vector: [1.8920064687084621, -0.5455771473380971] Predicted: 4.487685087192864 Movie Vector: [2.0551109454582543, -0.610643343727167] User Vector: [1.803946348108636, -0.435036324407218] Predicted: 3.9729619207963043 Movie Vector: [1.7708977513486168, -0.8316981547201628] User Vector: [1.551652723419069, -0.811642638104223] Predicted: 3.422860003180274 Movie Vector: [1.4850960718353252, -0.2922088175445546] User Vector: [1.8514370899914754, -0.36780398383179674] Predicted: 2.8570375168002315 Movie Vector: [1.7932306117250616, -0.9333545424238923] User Vector: [1.4829002587121822, -0.060685940623708814] Predicted: 2.7158236364001036 Movie Vector: [1.433897909806166, -0.41334947704915187] User Vector: [1.782319374527543, -0.20777384675673413] Predicted: 2.6415472366434636 Movie Vector: [1.968506290329519, -0.1366035542919451] User Vector: [2.011208323240203, -0.2659488326327088] Predicted: 3.9954057912588454 Movie Vector: [2.025169446998934, -0.14000129079922305] User Vector: [1.9821428950884135, -0.23358045406758676] Predicted: 4.046876795793999 Movie Vector: [1.8703999627862882, -0.5563063357544495] User Vector: [1.852845765267951, -0.25342143128154077] Predicted: 3.6065425982437893 Movie Vector: [2.148744173322562, -0.08578054827709343] User Vector: [1.832355702490161, -0.20142266057991284] Predicted: 3.954541785440079 Movie Vector: [1.9817165831949557, 0.46776719202865585] User Vector: [2.264338524580036, -0.3949832167517358] Predicted: 4.302517013929051 Movie Vector: [2.2399482849645294, -0.339367083821458] User Vector: [2.027889507398098, -1.042810212202172] Predicted: 4.89626308488822 Movie Vector: [2.0856235464587742, -0.21079173457385306] User Vector: [2.0712225084331073, -0.22849184012360155] Predicted: 4.367954624859121 Movie Vector: [1.2663046605287256, -0.5123897811191872] User Vector: [2.1068600045355144, -0.5261688897038951] Predicted: 2.9375302050519982 Movie Vector: [1.704172925795432, -0.5220160213346265] User Vector: [1.5311394151110351, 0.029136038956324162] Predicted: 2.5941168577170477 Movie Vector: [1.8576984657503886, -0.569163793313949] User Vector: [1.715983844161681, -0.11123650658150219] Predicted: 3.2510923465925283 Movie Vector: [1.717392081463041, -0.18999850500163498] User Vector: [1.6081027508646222, -0.6121205637049222] Predicted: 2.878044922498529 Movie Vector: [2.111170802919422, 0.8396071575292513] User Vector: [2.0654485287969924, -0.6101181885985506] Predicted: 3.84825503084296 Movie Vector: [1.9073690188213834, 0.0039679014169406385] User Vector: [2.2669837812958904, -0.7411093514131193] Predicted: 4.321033981768752 Movie Vector: [2.089492705240132, -0.25354479773940297] User Vector: [1.9614540142236934, -0.0989831843015164] Predicted: 4.123540525827711 Movie Vector: [1.8003205373633189, -0.47509617648965624] User Vector: [1.5408715529313302, -0.45294248848724983] Predicted: 2.9892539466311865 Movie Vector: [2.174310155189262, -0.490396238821555] User Vector:
avg loss: 1.029978177732589: 99%|█████████████████████████████████████████████▌| 69378/70000 [01:50<00:00, 663.83it/s]
[2.078225119134148, -0.609927070630583] Predicted: 4.817811922695479 Movie Vector: [1.7085733434452706, -0.34555901968993397] User Vector: [1.8866748352705, -0.6292345798586159] Predicted: 3.440960015863124 Movie Vector: [1.682030564570606, -0.3670425588209529] User Vector: [1.9681304303687621, -0.5989528786672477] Predicted: 3.530296736140961 Movie Vector: [1.7078195363929791, -0.8707532030483331] User Vector: [1.6500601090642266, -0.08698291171900867] Predicted: 2.8937455394724134 Movie Vector: [2.1458253682916704, -0.30942620839192087] User Vector: [1.929957270901352, -0.49935629843604473] Predicted: 4.2958651976807705 Movie Vector: [1.659391194041188, -0.9456722869455003] User Vector: [1.8636271791149377, 0.3663921942904453] Predicted: 2.7459995857055217 Movie Vector: [1.4763133383068656, -0.7716986636017841] User Vector: [1.9672113003725569, -0.07003759566338023] Predicted: 2.958268200983312 Movie Vector: [1.7642389071084525, -0.42085889145487326] User Vector: [1.40776964736049, -0.15210429077955007] Predicted: 2.5476564273227336 Movie Vector: [1.879387537887614, -0.8212383062570019] User Vector: [1.9765992289414305, -0.09935499546788432] Predicted: 3.796390086467009 Movie Vector: [1.6950599158456061, -1.2646847124737746] User Vector: [1.8288567053696343, -0.1590067692068713] Predicted: 3.3011151232933003 Movie Vector: [1.880841480470996, 0.012640132292012843] User Vector: [1.7510234642527092, -0.21003137535945562] Predicted: 3.290742740474501 Movie Vector: [2.276033761466908, 0.0828074412916169] User Vector: [1.6903049041967517, -0.2760575661112608] Predicted: 3.82433140842603 Movie Vector: [1.946316729946344, -0.6846113191822432] User Vector: [1.2368950968726424, 0.040330697470006935] Predicted: 2.3797787682333467 Movie Vector: [2.0299795214874763, -1.275194478972981] User Vector: [1.8304335422211857, -0.29432976540652495] Predicted: 4.091070297996602 Movie Vector: [1.7934692200233577, -0.6465925565764994] User Vector: [1.5668382068551097, -0.10437461327333347] Predicted: 2.877563944789318 Movie Vector: [1.1823509443448355, 0.0473714583069905] User Vector: [1.760531423627066, -0.690122245247069] Predicted: 2.048873894106771 Movie Vector: [2.2631239037931716, -0.15250961577318775] User Vector: [1.9335903169718491, -0.6328787677303889] Predicted: 4.472474564179577 Movie Vector: [1.9026971141615854, 0.015046841261442023] User Vector: [1.712743309949612, -0.6136589621480776] Predicted: 3.2495981241485854 Movie Vector: [1.9653419831691747, -0.22647573038920626] User Vector: [2.000253431943493, -0.39988107610742574] Predicted: 4.021745405557023 Movie Vector: [1.9116377791225612, -0.11095071718941701] User Vector: [1.9931565434985092, 0.7865994788401767] Predicted: 3.7229195719389514 Movie Vector: [1.3790709421626997, -0.16852301326650596] User Vector: [2.2807151967194685, -0.364696498141407] Predicted: 3.206727807939237 Movie Vector: [2.0153327823113765, 0.10716915376660745] User Vector: [1.6965229580564196, -0.18304133013996599] Predicted: 3.3994419488595566 Movie Vector: [1.499023730235261, -0.03933214849512768] User Vector: [1.961183737989969, -0.5543459045602795] Predicted: 2.961664578034287 Movie Vector: [1.9951181439542518, -0.38565217823925074] User Vector: [1.978682570667689, -0.233341239573114] Predicted: 4.037694055179566 Movie Vector: [1.6923100847012031, -0.2276837690676738] User Vector: [1.8040174464469936, -0.2228071233471372] Predicted: 3.1036864832179623 Movie Vector: [2.401449272735262, 0.34526213283974966] User Vector: [1.7353863283383821, -0.3316270536350022] Predicted: 4.052943972257541 Movie Vector: [1.6372277937212414, 0.06307073654732442] User Vector: [1.903980074460156, -0.11425565225407425] Predicted: 3.1100429084552466 Movie Vector: [2.1015559782266715, -1.1753477335378382] User Vector: [1.6367757638872509, -0.9783058226183319] Predicted: 4.5896254229351054 Movie Vector: [1.818355522068469, -0.6026666703324491] User Vector: [1.9169906763288356, -0.4190771958196013] Predicted: 3.7383344402731664 Movie Vector: [1.1576209690725328, -0.011288386908967551] User Vector: [1.8498585956536004, -0.26357504205402665] Predicted: 2.1444104372019286 Movie Vector: [1.9307698548489318, -0.32006927869325513] User Vector: [0.9963976214469488, -0.08580950096365965] Predicted: 1.951279476011413 Movie Vector: [1.8363188345965704, -0.20340913385312476] User Vector: [1.9803473778293335, -0.2292063429405517] Predicted: 3.683171852643116 Movie Vector: [1.8775578199132439, -0.6901186880324296] User Vector: [1.8249451006535453, -0.38647661850777765] Predicted: 3.6931546815642236 Movie Vector: [2.015030484664289, 0.6340146993464681] User Vector: [1.9762970512183629, 0.30522367578353804] Predicted: 4.175815101992467 Movie Vector: [1.3936833716769619, -0.6303916033563516] User Vector: [1.9513515558231789, -0.3664574772247298] Predicted: 2.9505779322763543 Movie Vector: [1.7193360841637557, -0.280615221726543] User Vector: [2.1663830746118604, -0.7699398715543537] Predicted: 3.9407974400741246 Movie Vector: [2.0522569855108794, 1.1826132135860827] User Vector: [1.6184688032703844, 0.0023856199920910676] Predicted: 3.324335173068322 Movie Vector: [1.6982232038696976, -0.2551124289714636] User Vector: [2.370857853599164, -0.3757119663793149] Predicted: 4.122094612395478 Movie Vector: [1.4017749633694667, 0.4643552469128162] User Vector: [1.6400689903131518, -0.19686853613359137] Predicted: 2.207590711113938 Movie Vector: [2.1199525098459624, -0.4863414149889432] User Vector: [1.7835983467926304, -1.107246391342702] Predicted: 4.319643568547157 Movie Vector: [2.045315366580315, -0.27203859534720437] User Vector: [1.7485638754934607, 0.226628219172509] Predicted: 3.514712941584276 Movie Vector: [1.9480966322632425, -0.18713952821573512] User Vector: [2.1975201645373437, 0.3591825460573648] Predicted: 4.213764379653264 Movie Vector: [1.9766342724533605, 0.12901429051080157] User Vector: [2.070332377803331, -0.40795660727931865] Predicted: 4.039657701088588 Movie Vector: [1.785882125368613, -0.9391869426838992] User Vector: [1.6245762336328675, -0.47394502070885924] Predicted: 3.3464246319434126 Movie Vector: [1.7605186741256138, -0.4553020542946425] User Vector: [2.0077616307613084, -0.17350450639183918] Predicted: 3.6136988023377614 Movie Vector: [1.7498176791264648, 0.035838173170988294] User Vector: [2.1725741437815715, -0.6066966958363202] Predicted: 3.779865744754387 Movie Vector: [2.006456721405844, 0.7744826430704962] User Vector: [1.5680498359455437, -0.2547406101918137] Predicted: 2.9489319517535204 Movie Vector: [1.6439879494891467, -0.355465209340715] User Vector: [1.3725690610138377, 0.10362805142860196] Predicted: 2.2196508291537445 Movie Vector: [2.1123598343160164, -0.4722147735957925] User Vector: [1.8403249918671434, -0.11013262769709181] Predicted: 3.939434848761595 Movie Vector: [2.049105174130779, 0.1147339829177948] User Vector: [2.094363754095191, 0.1440317389081797] Predicted: 4.30809694009993 Movie Vector: [1.9081236944528364, -0.49754270456247335] User Vector: [1.6734111848601219, -0.4573663513806568] Predicted: 3.4206348238357966 Movie Vector: [1.7245405204380992, -0.19271954163481667] User Vector: [2.552382422561158, -0.43627438210184466] Predicted: 4.485765510306357 Movie Vector: [2.0757210224860523, -0.5651439370528825] User Vector: [1.4342790586486154, -0.24248565570215536] Predicted: 3.1142024922908025 Movie Vector: [1.98785080090868, -0.15002060639297563] User Vector: [1.78618068090073, 0.2874896699949459] Predicted: 3.507531322471769 Movie Vector: [2.09396459592374, -0.36845020946853085] User Vector: [1.6681140083085397, -1.1554388698175768] Predicted: 3.91869336897489 Movie Vector: [1.946076193811418, -0.4289082562901792] User Vector: [2.3146727132461087, -0.5631733958375534] Predicted: 4.746079182910839 Movie Vector: [2.3833359158158633, -0.15956451765960786] User Vector: [1.639425103792649, -0.14713705049067563] Predicted: 3.930778583650572 Movie Vector: [1.7723819864332306, -0.20089700196810348] User Vector: [1.8015698718740067, -0.263104160986797] Predicted: 3.245926825357894 Movie Vector: [1.6717702816892832, -0.9079965155870299] User Vector: [2.035223692833087, 0.04220751986554227] Predicted: 3.364102205298791 Movie Vector: [1.9996349056270575, -0.6603838690017068] User Vector: [1.1989350824226723, -1.5478167241515666] Predicted: 3.419585637193988 Movie Vector: [1.947801350330378, -0.04623576192761768] User Vector: [1.9762414698273845, -0.06210416035230291] Predicted: 3.852197236681434 Movie Vector: [1.42345417368385, -0.6328687851624816] User Vector: [1.8908339841325856, -1.2894259783519162] Predicted: 3.5075529789333126 Movie Vector: [2.037396319694302, -0.19608836572796684] User Vector: [2.021870713215863, 0.019973820891061592] Predicted: 4.115435316107821 Movie Vector: [1.3179015266564191, -0.7196040487520885] User Vector: [1.8894351973476151, -0.30185769545081537] Predicted: 2.707307550896176 Movie Vector: [2.1242161836716034, -0.4080153719951671] User Vector: [2.069574216479452, -0.08711291683003732] Predicted: 4.431766453121122 Movie Vector: [1.8316483071602208, -0.5618638468689471] User Vector: [2.200281996419699, -0.28022071810722926] Predicted: 4.187588684665359 Movie Vector: [1.7067407572868092, -0.6080041601867726] User Vector: [1.9565218879605983, 0.21604109213605943] Predicted: 3.2079217659160713 Movie Vector: [1.4135699275016431, -0.8053128065089544] User Vector: [1.9813986049908932, 0.04603385705007289] Predicted: 2.763773827793407 Movie Vector: [1.649318407811626, -0.36775340000556106] User Vector: [2.0382327001262377, -0.22259667441216494] Predicted: 3.4435553955668023 Movie Vector: [2.1090008296903746, 0.9767578176027256] User Vector: [1.6110521480339095, -0.18050021904207686] Predicted: 3.2214053168496224 Movie Vector: [1.8570938167860733, -0.2892949573807437] User Vector: [1.7055859970501028, -0.15439682016704978] Predicted: 3.2120994306286046 Movie Vector: [1.7009447255206567, -0.6210701475237332] User Vector: [1.8074802883643777, -0.18154276274790224] Predicted: 3.187174853417649 Movie Vector: [1.8947003952935169, -0.189868160941996] User Vector: [1.8843799375775643, -0.2182412258501453] Predicted: 3.611772472805278 Movie Vector: [1.2432322977440586, -0.5396128516299841] User Vector: [1.837736095894221, -0.11680756136287482] Predicted: 2.3477637304247336 Movie Vector: [1.4090774640195913, 0.34381524004701597] User Vector: [2.002234229859624, -0.277594856827732] Predicted: 2.7258617886477747 Movie Vector: [1.9045408504202812, -0.5722002923161708] User Vector: [1.5339034270498888, -0.16486718435255232] Predicted: 3.0157187884960535 Movie Vector: [2.024034490942172, -0.04904096218950562] User Vector: [2.0854410836562685, -0.4241929473325348] Predicted: 4.241807512439298 Movie Vector: [2.1547221290994454, 0.9716352617821105] User Vector: [1.7054722642187743, -0.1162421023356149] Predicted: 3.561873902744561 Movie Vector: [1.4642119691451656, -0.31796863958161287] User Vector: [2.281574561343487, -0.5122207740182464] Predicted: 3.503578923896287 Movie Vector: [1.9858069499817923, -0.24744227231957489] User Vector: [2.1395234263262606, -0.4034405295408685] Predicted: 4.348508731022951 Movie Vector: [1.8080598976079878, -0.5712503675029259] User Vector: [1.9534019906003108, -0.25489119545607825] Predicted: 3.677474492189582 Movie Vector: [1.7587452028794273, -0.38490126437314454] User Vector: [2.18775790411463, -0.2763789136224055] Predicted: 3.9540873122224953 Movie Vector: [0.8524572912207019, -1.0408258973115343] User Vector: [1.7863424138353086, -0.5775674313332867] Predicted: 2.1239277552660836 Movie Vector: [2.38915228192859, -0.07497353212809384] User Vector: [1.7243731215757794, -0.9644643365522075] Predicted: 4.192099276231997 Movie Vector: [2.152155174310502, -0.25670700836468513] User Vector: [1.9871850802381392, -0.09126632668389385] Predicted: 4.300159358434597 Movie Vector: [1.9759876635780804, -0.25808737602342596] User Vector: [1.8614180950603514, -0.5325271909722675] Predicted: 3.815577737979423 Movie Vector: [1.6631730397446276, -0.06019250472622584] User Vector: [1.8639609424225103, 0.2026868890778902] Predicted: 3.087889355045342 Movie Vector: [1.0170091012678588, -0.13701468938898514] User Vector: [1.5758904353584027, -0.4909828066445358] Predicted: 1.6699667721081972 Movie Vector: [1.6248982113789383, -0.17935823430739584] User Vector: [1.8437196032416034, -1.6269652792527585] Predicted: 3.2876663053577815 Movie Vector: [1.9132536231675092, -0.5082930985948005] User Vector: [1.7790043662021198, 0.19119213605945662] Predicted: 3.306504906002404 Movie Vector: [2.117065978277235, -0.09204775902678117] User Vector: [1.8998211028115632, -0.3042099607687462] Predicted: 4.050048466737885 Movie Vector: [2.182848677266952, -0.10258125202215243] User Vector: [1.8621497845699206, -0.18648054748835105] Predicted: 4.083920602160523 Movie Vector: [1.8029756574307627, -0.3103410089396831] User Vector: [1.9748498038083582, -0.34585861002996] Predicted: 3.6679402333355617 Movie Vector: [2.219939531318152, -0.15206830698168422] User Vector: [1.7153224197754808, -0.04825774158662272] Predicted: 3.8152505216777364 Movie Vector: [1.605566005946379, -0.16229879264671407] User Vector: [1.9016827568788874, 0.1141977401491437] Predicted: 3.0347430331899448 Movie Vector: [1.9266304956343894, -0.4336218743867815] User Vector: [1.551054779349132, -0.48763686835387576] Predicted: 3.1997594511692147 Movie Vector: [2.0249997003496816, -0.693129639854468] User Vector: [1.7406392798172818, -0.1806953608231842] Predicted: 3.6500393304176284 Movie Vector: [1.859188650472715, -0.20605609716843995] User Vector: [1.7722450745690397, -0.5656072047484602] Predicted: 3.4114847416357477 Movie Vector: [1.7954038305309596, -0.35866193200834495] User Vector: [1.8328653355506592, 0.44175700964488007] Predicted: 3.1322920217376047 Movie Vector: [2.106443711331001, -0.14887529096967483] User Vector: [1.8434511380157057, -0.36355008324656396] Predicted: 3.937249681244542 Movie Vector: [1.7562035515547578, 0.10602668747658961] User Vector: [2.2548074575809856, -0.2910527036987639] Predicted: 3.9290415110215955 Movie Vector: [2.1601602666925217, -0.38465754563497645] User Vector: [1.8603189618673261, -0.1455432026123466] Predicted: 4.074571395901198 Movie Vector: [1.6088512181369108, 0.31144192782285995] User Vector: [1.7126946133964498, 0.08933292706883955] Predicted: 2.7832928340837824 Movie Vector: [1.4682409877525262, -0.0152848500004068] User Vector: [1.9093267758010422, -0.4887610436328165] Predicted: 2.810822470482438 Movie Vector: [0.8269880088645305, -0.7643343334794037] User Vector: [2.236448058771224, -0.8825092842284844] Predicted: 2.524047872602323 Movie Vector: [1.7721666033995704, 0.3339855704075379] User Vector: [2.103918717001333, -0.4368006539887099] Predicted: 3.58260937096023 Movie Vector: [0.0216278425706819, -0.06258959856147618] User Vector: [1.6022327346708891, -0.1853960429411565] Predicted: 0.046256701249628315 Movie Vector: [2.0836502531913013, -0.49304935770221375] User Vector: [2.1696747252105957, -0.5707466191354836] Predicted: 4.802249544503285 Movie Vector: [1.9759672361367158, 0.8026278627217387] User Vector: [2.1269534614057637, -0.6483571493286345] Predicted: 3.6824008394793664 Movie Vector: [0.5898582313165168, 0.22636926659766063] User Vector: [1.604391984000519, 0.14714072945748716] Predicted: 0.9796719570348796 Movie Vector: [1.873093064723084, -0.5064867730325595] User Vector: [2.1317311604955527, -0.08717241151969796] Predicted: 4.037082525986389 Movie Vector: [1.2460187788484922, -0.33773929847156725] User Vector: [2.332684453672884, -0.5671431192244212] Predicted: 3.0981151536241813 Movie Vector: [1.897205755089302, -0.21818915290851382] User Vector: [1.71084136934538, -0.13523908979437158] Predicted: 3.2753257944092695 Movie Vector: [0.478926791169613, 0.37759663847307723] User Vector: [1.5980569046496882, 0.06413885402301424] Predicted: 0.789570881124925
avg loss: 1.0293996190181136: 99%|████████████████████████████████████████████▋| 69450/70000 [01:50<00:00, 677.27it/s]
Movie Vector: [1.7021651044096, -0.9497123114059999] User Vector: [1.5924516807432472, -0.49591509843569226] Predicted: 3.181592355816068 Movie Vector: [1.8421502295559562, -0.395437800714827] User Vector: [1.9779018171184723, -0.5362985231007247] Predicted: 3.855664994945497 Movie Vector: [0.1437696994971006, -0.5894389754509435] User Vector: [1.3965751726098021, -0.4528685322455114] Predicted: 0.4677235565519895 Movie Vector: [1.518595918743764, 0.0002539410312569629] User Vector: [1.7730679820154527, -0.2070866410166095] Predicted: 2.6925212133487286 Movie Vector: [1.8054596936880465, 0.08124455170706026] User Vector: [1.7609548732212292, -0.1410024198552349] Predicted: 3.167877367613724 Movie Vector: [1.5462472598241603, 1.0525711150725783] User Vector: [1.5743452933687416, -0.3515730155556143] Predicted: 2.0642714948756784 Movie Vector: [0.909500265775136, -1.059269261827679] User Vector: [2.283104580228649, -0.13818436313866064] Predicted: 2.2228586708484035 Movie Vector: [1.3877689145572023, -0.44657042728385343] User Vector: [2.2020570204241343, -0.5646888285896946] Predicted: 3.3081196124927863 Movie Vector: [2.123370707816737, -0.7460473853940067] User Vector: [2.030294926814019, -0.42824530791518167] Predicted: 4.630560068103186 Movie Vector: [1.9595727806121013, -0.5781152405588129] User Vector: [2.2781193858922, -0.7943800365896679] Predicted: 4.923383945527266 Movie Vector: [2.0270918505751565, -0.419398444848831] User Vector: [1.8097012352816528, -0.4789604726108499] Predicted: 3.869305903372284 Movie Vector: [1.65073604762519, -0.38611679942445576] User Vector: [1.71854839133998, 0.35670685048867884] Predicted: 2.6991392717297202 Movie Vector: [1.6770781374366002, 0.2039100905709242] User Vector: [2.1239637083591556, -0.024588120654365844] Predicted: 3.5570393340883064 Movie Vector: [1.327253905169749, -0.4009174542627055] User Vector: [1.9545688918488442, -0.23360793414388337] Predicted: 2.687866692882223 Movie Vector: [2.030351096366704, -0.4876332042800192] User Vector: [2.1510416715486156, -0.021295805404893637] Predicted: 4.377754357986511 Movie Vector: [2.2296466031105227, 0.016272296415250773] User Vector: [2.0450946935165546, 0.00974610444847162] Predicted: 4.559997027939021 Movie Vector: [1.8398951661215996, -0.9810388021380974] User Vector: [1.663392865977845, -0.34811247827409186] Predicted: 3.4019803421691304 Movie Vector: [1.7416271177902187, 0.1552710388603643] User Vector: [1.9298822146722936, -0.0584720436057312] Predicted: 3.3520561842593604 Movie Vector: [1.803539486253092, -0.8487724803281433] User Vector: [1.766694709785163, -0.12677335993667588] Predicted: 3.2939054084049735 Movie Vector: [1.8989696616360787, -0.1273090249468857] User Vector: [2.0553937000931826, -0.07109409939644543] Predicted: 3.912181199668517 Movie Vector: [1.4472894299255348, -0.2269043866901678] User Vector: [2.2785007835036204, 0.11301674059492811] Predicted: 3.272006105831425 Movie Vector: [1.7383754225558228, -0.22946444454448725] User Vector: [1.8482690995379047, -0.3638905981246211] Predicted: 3.2964855308797025 Movie Vector: [1.2286157520806973, -0.5303779490250259] User Vector: [2.370903675414223, -0.5803935564734894] Predicted: 3.220757546389685 Movie Vector: [1.6099941837415792, -0.8387421779039749] User Vector: [1.6954328539172434, -0.6137958560773024] Predicted: 3.2444535068458595 Movie Vector: [1.501458574412986, -0.3845795892637759] User Vector: [1.7725965656982174, -0.5442367480670737] Predicted: 2.8707826575764885 Movie Vector: [0.9031953795540304, 0.6660195297419339] User Vector: [1.8591758996513872, -0.36932667887005816] Predicted: 1.4332203013611542 Movie Vector: [1.1342433318437037, -1.3582509756077592] User Vector: [2.2218522309287616, -0.6098097507867001] Predicted: 3.348395766214165 Movie Vector: [1.6815133372404352, -0.3710633233359481] User Vector: [1.8951368307198473, 0.7109792606726111] Predicted: 2.9228795294628775 Movie Vector: [1.9206546222314367, -0.3174743788543617] User Vector: [2.348389495632548, 0.2466100777461297] Predicted: 4.432152758334727 Movie Vector: [1.5836120791651507, -1.5709167769401717] User Vector: [2.0920962688633473, -0.23501936622209152] Predicted: 3.6822647874524694 Movie Vector: [2.1095198492696285, 0.09007305235771607] User Vector: [1.67090511958789, -0.15278005077609913] Predicted: 3.5110461505041264 Movie Vector: [1.7299185760375855, -0.1344967866302581] User Vector: [1.9521007243372928, 0.0873544916631063] Predicted: 3.365226406901101 Movie Vector: [1.5075140444136026, -0.7348048036082244] User Vector: [1.9067903946626878, -0.4533608208771372] Predicted: 3.2076450086552466 Movie Vector: [1.7839947574022688, -0.17704668389264497] User Vector: [1.9752104582150007, -0.3301451241131882] Predicted: 3.58221620164926 Movie Vector: [1.7777320245243602, 0.8285660185417258] User Vector: [1.6704869005093652, -0.6268056988303871] Predicted: 2.4503281573047797 Movie Vector: [1.9524733218423398, -1.4219967883140754] User Vector: [1.8693546507250305, -0.2915078804139119] Predicted: 4.0643883543193535 Movie Vector: [2.3126779825622457, -0.0716499647487582] User Vector: [2.028178486752151, -0.7712197082564377] Predicted: 4.745781595928235 Movie Vector: [2.048425748857271, -0.19152355892854295] User Vector: [1.6973115063055122, -0.1478304618034623] Predicted: 3.5051296095105804 Movie Vector: [2.0794806333975995, -0.17142258795677487] User Vector: [1.9567510984695382, -0.40437905923812745] Predicted: 4.13834571849701 Movie Vector: [1.617762907378774, -0.39497992542815097] User Vector: [1.8060089710802032, -0.7630153536647505] Predicted: 3.223070071297895 Movie Vector: [2.036665779823173, -0.24073444186176016] User Vector: [1.6743197376956858, -1.1565308186962973] Predicted: 3.6884465153820916 Movie Vector: [1.5580252219349746, -0.8386602044518854] User Vector: [2.047316865482926, -0.3188051751615995] Predicted: 3.4571405270965987 Movie Vector: [1.976373019350526, -0.5979558252262233] User Vector: [1.73075199282748, -0.3322933431881297] Predicted: 3.619308282054625 Movie Vector: [1.967698119723927, -0.5484075672622196] User Vector: [2.0713520295025147, 0.14274326096685339] Predicted: 3.9975140092485297 Movie Vector: [2.1809413201204944, 0.04381662613540257] User Vector: [1.8266818356905365, -1.6250846298169357] Predicted: 3.9126801685079693 Movie Vector: [1.829374961805426, -0.3161412921699452] User Vector: [1.511182918263231, -1.0886304284284574] Predicted: 3.1086812237177037 Movie Vector: [1.7779291703225655, -0.489380148227182] User Vector: [1.642978133901978, -0.21011457857935806] Predicted: 3.023924654076319 Movie Vector: [1.7598226958197907, -0.5649560982800963] User Vector: [1.780325799948615, 0.2222361140778198] Predicted: 3.007504100796762 Movie Vector: [1.9200140867080964, -0.29121654069743347] User Vector: [1.8449843183907155, -0.3474502902483511] Predicted: 3.6435791526561534 Movie Vector: [1.7874501049713314, -0.4233667753233006] User Vector: [2.2641514550743693, 0.11526641194561474] Predicted: 3.9982577869151723 Movie Vector: [1.9331429769692525, 0.20040254440090766] User Vector: [1.9503294194816976, -0.47458296782825937] Predicted: 3.6751579857654457 Movie Vector: [1.9965989602069918, 0.3577385399073204] User Vector: [1.5973460160135144, -0.3988799122601604] Predicted: 3.0465646772530537 Movie Vector: [1.4793057107748184, -0.7718051994746438] User Vector: [1.7517083024743176, 0.00685441349366508] Predicted: 2.586021823488161 Movie Vector: [1.2192475843179482, -0.5286907166697874] User Vector: [1.7519613660550861, -0.30455911749279757] Predicted: 2.2970922414766215 Movie Vector: [1.858870986936383, 0.07696782564772818] User Vector: [1.6421681075968981, -0.73029428503738] Predicted: 2.996369487681809 Movie Vector: [2.257544507584957, -0.05068532935552997] User Vector: [2.009405317944621, 0.012270828388098252] Predicted: 4.535699988059567 Movie Vector: [1.5667429447483558, -1.0480404307285005] User Vector: [1.8318002435416485, -0.514559814108171] Predicted: 3.4092395969707026 Movie Vector: [1.563645866873474, -0.8541603781556066] User Vector: [2.232410932867599, -0.6071162409951851] Predicted: 4.0092747663344355 Movie Vector: [1.8864141732408795, -0.044306645902198766] User Vector: [2.128816963308832, -0.06660036083660931] Predicted: 4.018781330425936 Movie Vector: [1.9476359998851032, -0.5797519865030097] User Vector: [2.1460964192952963, -0.06146504918934616] Predicted: 4.215449129812062 Movie Vector: [1.930974188821683, -0.1899381750401466] User Vector: [1.9870065027740746, 0.11803170230534599] Predicted: 3.8144395437448186 Movie Vector: [1.851002794465705, -0.19847296451074348] User Vector: [1.6805569031574754, -0.1834564156027618] Predicted: 3.1471266626663135 Movie Vector: [2.1039770249906833, -0.22560126348338658] User Vector: [1.8453921648803773, -0.2784071624810955] Predicted: 3.945471724624692 Movie Vector: [1.882466721012164, -0.49053029993879343] User Vector: [1.7881037425371262, -0.39568780680825777] Predicted: 3.560142647599221 Movie Vector: [2.01944604063666, -0.04379871472829863] User Vector: [1.6155723854683688, -0.6889053050283377] Predicted: 3.292734424125769 Movie Vector: [2.167081438257636, -0.40981966455347096] User Vector: [2.4993458841251854, 1.1158956623605725] Predicted: 4.9589700872480265 Movie Vector: [2.2011751096013867, -0.14359927920737525] User Vector: [1.6149374992427998, 0.10803506973016622] Predicted: 3.539246468752789 Movie Vector: [0.5817828476651252, -0.15544546522362787] User Vector: [0.7935154806962457, -0.065765496317441] Predicted: 0.4718766441965499 Movie Vector: [1.8796385638717814, -0.13973476998823997] User Vector: [1.9644665738716, -0.5658569692698734] Predicted: 3.7715570231333015 Movie Vector: [1.9885004723827804, -0.2616671257538184] User Vector: [2.007349433856355, -0.5510303757144589] Predicted: 4.135801832076917 Movie Vector: [1.467672809954958, -0.34815693260656055] User Vector: [2.099435132428344, -0.004121734893624604] Predicted: 3.082718870706849 Movie Vector: [2.3347191050863523, -0.2566270851585963] User Vector: [1.7805138170963386, -0.07811422387505838] Predicted: 4.177045851227531 Movie Vector: [1.82379752233621, 0.0728961385064584] User Vector: [1.787840052471645, -0.27250900887921126] Predicted: 3.240793403575709 Movie Vector: [2.4332721730806055, -0.3227583304402718] User Vector: [1.8258774116717014, -0.31577838700321587] Predicted: 4.544776802255472 Movie Vector: [1.7967460071564587, -0.23723405281777174] User Vector: [1.7853222260250596, 0.19512332030388027] Predicted: 3.161480685023257 Movie Vector: [1.6306448333704098, -0.4008302765246847] User Vector: [1.9653112516863136, -0.7692719943030543] Predicted: 3.513072144726209 Movie Vector: [1.6991861497168141, 1.2547123728074083] User Vector: [1.6332524829151869, -0.2118743776038113] Predicted: 2.5093585948997124 Movie Vector: [1.489947024660541, -0.24037985485630303] User Vector: [2.3633001683042876, -0.37457662713263384] Predicted: 3.611232729407435 Movie Vector: [1.5041155225166505, -0.7677275239416195] User Vector: [2.0952380677191798, 0.09347849906349802] Predicted: 3.0797140843964126 Movie Vector: [1.6426496023842538, -0.7493980032402211] User Vector: [1.680911318926729, -0.7051487676480503] Predicted: 3.2895853881409347 Movie Vector: [2.0005707302619102, -0.6189859285597367] User Vector: [2.1970917676262514, -0.032355742746727936] Predicted: 4.4154652314808045 Movie Vector: [1.8677727797617425, -1.091373670000831] User Vector: [1.9710599409931524, -0.05426053993884888] Predicted: 3.7407106296750845 Movie Vector: [2.0835991346741047, 0.2897791819178352] User Vector: [1.8402815495453801, -0.21480154391002232] Predicted: 3.7721640285205407 Movie Vector: [1.9939911231219902, 0.09586443870509304] User Vector: [1.8212757849006598, -0.2685423665225954] Predicted: 3.605864084613725 Movie Vector: [1.7727216794352227, -0.35284920047166685] User Vector: [1.7566451508727303, -0.6487809110652424] Predicted: 3.342964767777497 Movie Vector: [1.8615583548802315, -0.39712252396657866] User Vector: [1.6150025893150752, -0.3493056807521253] Predicted: 3.1451387168688334 Movie Vector: [2.3015089218891056, -0.23852284307381919] User Vector: [1.8868996299589866, -0.3130826289891746] Predicted: 4.417393691843383 Movie Vector: [1.7470181305660804, -0.35838093739375937] User Vector: [1.8518225539996536, -0.7742008280519959] Predicted: 3.5126263949168783 Movie Vector: [1.9782509668141803, -0.594040115678017] User Vector: [1.9189995364393402, -0.02767305633235219] Predicted: 3.8127015938619233 Movie Vector: [2.0897474427343923, -0.5069206209879569] User Vector: [1.6816346436729195, -0.08674282894954702] Predicted: 3.558163424946401 Movie Vector: [2.19472871947857, -0.2056121689083328] User Vector: [1.6265299049708903, -0.8182154238021672] Predicted: 3.7380269434525766 Movie Vector: [1.832117178835573, 0.11498390725543965] User Vector: [1.9366874336308646, 0.22847826164407264] Predicted: 3.574509640436852 Movie Vector: [2.0003893028593227, -0.6025667984743629] User Vector: [1.7772409916423424, -0.27065941242628727] Predicted: 3.7182642439070968 Movie Vector: [1.9911796293135222, -0.3641899565740513] User Vector: [1.7742549389893085, -0.00339566758785087] Predicted: 3.5340969597557765 Movie Vector: [1.6337462146470783, -0.456103102535518] User Vector: [1.828909105197802, -1.0910638610029129] Predicted: 3.4856109396182937 Movie Vector: [2.012654944244941, -0.508761339810477] User Vector: [1.4256384945108251, -0.24013314186128273] Predicted: 2.9914888236693717 Movie Vector: [2.0159128056805558, -0.05395359232373996] User Vector: [1.7274850511754363, -0.8276733610813158] Predicted: 3.527115187387293 Movie Vector: [2.027325343064663, 0.17748469966546496] User Vector: [1.5940245533948592, -0.6884379653069439] Predicted: 3.1094191690539223 Movie Vector: [2.210311184706121, -0.17283762979567185] User Vector: [2.0817226607736568, -0.3101399261136654] Predicted: 4.65485873029869 Movie Vector: [1.886968577554308, -0.20880924823345873] User Vector: [1.734008139576325, -0.042722521325124996] Predicted: 3.2809397301644667 Movie Vector: [1.5433677181200371, -0.9372143927585987] User Vector: [1.7095132279779848, -1.2943208770156958] Predicted: 3.8514636845474435 Movie Vector: [1.318683486941183, -1.8798423533959918] User Vector: [1.8931872999784274, -0.38631060151904956] Predicted: 3.2227178604697073 Movie Vector: [2.170819310800495, -0.4081507975977103] User Vector: [2.0219751315785026, -0.7120963444679685] Predicted: 4.679985352550001 Movie Vector: [2.2000709027642538, -0.35970160527059225] User Vector: [1.8304972687687036, -0.2046973296204335] Predicted: 4.100853736666536 Movie Vector: [1.6807519014565124, -1.0569945679697834] User Vector: [1.834396558777413, -0.5600660332434517] Predicted: 3.6751522590331325 Movie Vector: [2.120703714720808, -0.39050115779164685] User Vector: [1.8575850510090406, -0.21239503758401646] Predicted: 4.022328026170473 Movie Vector: [1.8422544711776503, 1.5751073895651582] User Vector: [2.0287205701731215, -0.3168330117165188] Predicted: 3.238373523158632 Movie Vector: [1.2021152583077528, -1.2001304805447581] User Vector: [1.4684692591639337, -0.2281060803933952] Predicted: 2.0390263626745533 Movie Vector: [1.7298807855426221, -0.5437459175679117] User Vector: [1.639118613170714, -0.07642950010253564] Predicted: 2.8770380228117984 Movie Vector: [2.014717585822587, 0.19536573438343188] User Vector: [2.066284789288253, -0.44389320882515554] Predicted: 4.0762587795668175 Movie Vector: [1.6154877769682965, -1.0503654131820779] User Vector: [1.920447013751358, -0.5239652178580404] Predicted: 3.652813619579083 Movie Vector: [1.7835807885896178, -0.9682516800404452] User Vector: [1.8699282579792573, -0.3512336415521925] Predicted: 3.675250680492288 Movie Vector: [1.668907448629207, -0.4165878304026648] User Vector: [2.036017647565039, -0.7553652790083633] Predicted: 3.712601000305407 Movie Vector: [1.7804614714086946, -0.37871119194185343] User Vector: [1.6318257782755872, -0.7635404897961119] Predicted: 3.1945642552577422 Movie Vector: [1.5985641759870572, -1.1021288441437032] User Vector: [1.719402299213158, -0.2343753276798322] Predicted: 3.0068867286235084 Movie Vector: [2.138057443904474, -0.2649969247003489] User Vector: [1.651638046661491, -0.04100271165755294] Predicted: 3.542162612794072 Movie Vector: [2.066118857158401, -0.16537445752906804] User Vector: [2.069199009942186, -0.06765261832969395] Predicted: 4.286399108711739 Movie Vector: [2.3920852134350814, 0.162560897086964] User Vector: [1.9859199801637009, -0.16134436034903268] Predicted: 4.724261535656618 Movie Vector: [1.7274875507879621, 0.34326151783014647] User Vector: [1.776661080986381, -0.09029854690309433] Predicted: 3.0381638831056437 Movie Vector: [1.8462393730072029, -0.12929155107942458] User Vector: [1.8518844730655737, -0.3094537424385036] Predicted: 3.4590317827815658 Movie Vector: [2.099922931759536, -0.6666765254953102] User Vector: [2.134754598335124, -0.24671348192616616] Predicted: 4.647298221646431 Movie Vector: [1.8489297930189565, 0.22242205402950624] User Vector: [1.9555845843799353, -0.31671582797029696] Predicted: 3.5452940158278468 Movie Vector: [1.9688430850803262, -0.13664808979320522] User Vector: [1.5845602043201137, -0.2717742529971836] Predicted: 3.156887833696165 Movie Vector: [1.3168550902333873, -0.7995762574406363] User Vector: [1.7328740240639493, -0.40752549161945434] Predicted: 2.607791686722564 Movie Vector: [1.0953412328770409, -0.7926505808248967] User Vector: [1.631609759746892, -0.15445789846527777] Predicted: 1.9096005887468683 Movie Vector: [1.685474726476689, -0.38207133467855575] User Vector: [2.13132252838315, -0.2985078178764666] Predicted: 3.7063415359482397 Movie Vector: [1.7875938868912407, -0.4233594554834668] User Vector: [1.7555397723182107, -0.4244408071429929] Predicted: 3.3178831941874947 Movie Vector: [2.0310844490049114, -0.4135238307693605] User Vector: [1.5585659536688914, -0.1417235243476575] Predicted: 3.2241851259437726 Movie Vector: [1.5883066909624213, -0.7584502756376245] User Vector: [1.7374972214462403, -0.25881860174491456] Predicted: 2.9559795021852544 Movie Vector: [1.843907890088537, -0.2881013118204632] User Vector: [2.0598520580579267, -0.7026791412160996] Predicted: 4.0006202446413575 Movie Vector: [1.7445744523750244, -0.9289251170783135] User Vector: [1.9681703631404601, -0.7019801367102398] Predicted: 4.085706714136731 Movie Vector: [1.9644881889486703, -0.7085283130991854] User Vector: [1.6391905928900121, -0.46162307925699503] Predicted: 3.5472435808018075
avg loss: 1.0292009177177368: 99%|████████████████████████████████████████████▊| 69637/70000 [01:50<00:00, 744.57it/s]
Movie Vector: [2.002985685353851, 0.5424428321606382] User Vector: [1.8019981965137766, -0.4352637257645112] Predicted: 3.373270904510057 Movie Vector: [1.4452658608487061, -0.290982942221742] User Vector: [2.0836920444660745, -0.19263997856179188] Predicted: 3.0675439241403053 Movie Vector: [2.0088637140145535, -0.14282551297851218] User Vector: [1.6419535254615434, -1.5897040534999247] Predicted: 3.525511154323113 Movie Vector: [1.8530144966207234, -0.3952745899475671] User Vector: [2.002377521878166, -0.3328412298683797] Predicted: 3.841998256401589 Movie Vector: [2.0053780889204913, -0.38204400421533236] User Vector: [2.0908677421815747, 0.09570919155591416] Predicted: 4.156415234219355 Movie Vector: [2.0704920530654225, 0.7522308286352194] User Vector: [1.5693702056293337, -0.2979792534140161] Predicted: 3.025219358361454 Movie Vector: [2.045688863340467, -0.06821990953809755] User Vector: [1.7101911274666979, 0.23173201325892714] Predicted: 3.482710206660695 Movie Vector: [1.5468971658320823, -0.08174979183283985] User Vector: [1.629665237118278, -0.5893844386383676] Predicted: 2.5691065917215345 Movie Vector: [1.9516683397440433, 0.45301072211700927] User Vector: [1.9047875677020722, -0.2678346839260206] Predicted: 3.5961816062488907 Movie Vector: [1.6945568798397845, -0.09740524199296276] User Vector: [1.8159782066841834, -0.25432841066227213] Predicted: 3.1020512841620413 Movie Vector: [1.570575855185713, -0.9100951378573838] User Vector: [1.8260291850322217, -0.3274021720695027] Predicted: 3.165884473800453 Movie Vector: [1.9722265202505846, -0.49808195101250785] User Vector: [2.274670892409345, -0.500397527497507] Predicted: 4.7354052356295675 Movie Vector: [1.7202171248854026, -0.8427934870986202] User Vector: [1.3305763719991885, -1.8599187602297456] Predicted: 3.8564076787350636 Movie Vector: [1.7149171274576016, -0.2684718605177192] User Vector: [1.6366441039263289, 0.0945618685705343] Predicted: 2.781321804586597 Movie Vector: [1.7109023283100262, -0.14125785187765147] User Vector: [1.938133830775476, -0.05483801053502297] Predicted: 3.323703983219614 Movie Vector: [2.1835023812848, -0.4764722366381145] User Vector: [1.8137102786327461, -0.052775526205322186] Predicted: 3.9853867853661225 Movie Vector: [1.4814067905372055, -0.018655112016768036] User Vector: [1.6717907100884801, -0.2746009074029965] Predicted: 2.4817248209696 Movie Vector: [1.6867320270930901, -0.3210906834137422] User Vector: [1.90600053079904, -0.40649553430145163] Predicted: 3.345434067868658 Movie Vector: [2.1578432554669953, -0.5150915588235633] User Vector: [1.8212120895004078, -0.18753418455216103] Predicted: 4.026487499557087 Movie Vector: [1.6906586706148041, -0.3722681960927509] User Vector: [2.085664910426311, -0.300878985266661] Predicted: 3.6381551418967293 Movie Vector: [1.618583603910894, 0.185221607460678] User Vector: [1.9353351876276643, -0.646730457470326] Predicted: 3.012713347839518 Movie Vector: [1.9444136622431631, -0.18913984653754223] User Vector: [1.9592332775953887, -0.0014031188622208104] Predicted: 3.8098253381641998 Movie Vector: [1.680834834799018, 0.15199947935241495] User Vector: [1.7520337737628058, -0.8362820891418936] Predicted: 2.8177649565435883 Movie Vector: [1.622012990700963, 0.041027287784171924] User Vector: [1.7867605812907974, -0.05417119141396584] Predicted: 2.8959263770663255 Movie Vector: [2.113294100309921, -0.2446940132571664] User Vector: [1.6912287597246667, -0.15216027383717434] Predicted: 3.611296468264131 Movie Vector: [2.1161475361287336, 0.5146070680859853] User Vector: [1.5586860632381045, -0.25432643444985764] Predicted: 3.167531491550507 Movie Vector: [1.7826353085057423, -0.5205229613188684] User Vector: [1.9876852977166088, -0.5384622881346842] Predicted: 3.823599978685775 Movie Vector: [1.9446163533590057, -0.43609344009320605] User Vector: [1.9142377933928678, -0.2046914958088401] Predicted: 3.8117227358147296 Movie Vector: [1.8170049029573865, -0.2430843372864971] User Vector: [1.9408040848774641, 1.1010765325886291] Predicted: 3.258796078676055 Movie Vector: [2.05481945817918, -0.11964903306771417] User Vector: [2.079863921738988, -0.2731060064418188] Predicted: 4.30642172634988 Movie Vector: [1.981033209075387, -0.6148147124042878] User Vector: [2.438722131512084, -0.38674479168398634] Predicted: 5.068965918105598 Movie Vector: [1.692472661909278, 0.14644450289329217] User Vector: [2.2424866408423294, -0.4001411663713752] Predicted: 3.7367488601260144 Movie Vector: [2.0515398551261343, 0.22173601379708446] User Vector: [1.8713304381719487, -0.12677905747785326] Predicted: 3.810997493182314 Movie Vector: [1.8161452785830812, -0.3251558196946747] User Vector: [1.79517929097427, -0.17406508602950474] Predicted: 3.3169046692411914 Movie Vector: [2.415649390103598, -0.12095663158259053] User Vector: [1.6017468411034288, -0.15929858423747337] Predicted: 3.888526999977103 Movie Vector: [1.8838111742116588, -0.3177687606783488] User Vector: [1.6431523133827945, -0.6126264546658338] Predicted: 3.2900622381401785 Movie Vector: [1.7307357013714113, -0.7339994388013236] User Vector: [1.9887124437328207, -0.06457521895572002] Predicted: 3.489333800603948 Movie Vector: [1.2003194042587255, -0.7008190337682412] User Vector: [1.7074554229226668, 0.005805072194073786] Predicted: 2.0454235709548603 Movie Vector: [1.453816578054997, 0.25542356189567317] User Vector: [1.748467393438287, -0.09902827942284359] Predicted: 2.516656726910608 Movie Vector: [1.2753425918829655, -0.22188898481002894] User Vector: [1.7834048456048563, 0.03565185156856649] Predicted: 2.2665414050191903 Movie Vector: [1.983041717619139, -0.8149293372492739] User Vector: [2.0852089743088187, -0.2309839025307559] Predicted: 4.323291944612842 Movie Vector: [2.2476161621759485, -0.34331016880355836] User Vector: [1.5988863707094516, -0.15976712345917213] Predicted: 3.648532526413436 Movie Vector: [1.6190343482956377, -0.6429383373311557] User Vector: [1.5526583856485727, -0.5488109802962442] Predicted: 2.8666588767150425 Movie Vector: [1.5636636143964284, 0.04279633018737683] User Vector: [2.077125634335234, -0.6054742339855111] Predicted: 3.222013701702513 Movie Vector: [1.4737977671547653, -0.44685641214839383] User Vector: [1.7831996935358532, -0.31810469589360374] Predicted: 2.770222849818774 Movie Vector: [2.0887435024142413, -0.15296733311850674] User Vector: [2.3775906289752657, -1.157198438441447] Predicted: 5.143190536690365 Movie Vector: [1.476102247155519, -0.13200537467013784] User Vector: [1.6157370096108286, -0.6129651569484983] Predicted: 2.4659077259016087 Movie Vector: [1.6772132502596886, -1.0515107293317287] User Vector: [1.9516113487518811, -0.27864448718902723] Predicted: 3.5662660814322367 Movie Vector: [1.4913390611704276, -0.49377850063396] User Vector: [1.8134141392293772, -0.22676631514526008] Predicted: 2.816387670998233 Movie Vector: [1.5037899289685397, -0.4604845919829002] User Vector: [1.9658691249317097, -0.18492271675309896] Predicted: 3.041408253514921 Movie Vector: [2.126620152074878, -0.35148789592436364] User Vector: [1.395941817700741, -0.22491439953622422] Predicted: 3.0476926897025103 Movie Vector: [2.024955109242972, 0.1293589946324199] User Vector: [2.1072605058460905, 0.08765856582242407] Predicted: 4.278447351764679 Movie Vector: [2.222468111660895, -0.5217461213415664] User Vector: [1.6203757062171213, -0.4211527805838259] Predicted: 3.820968165739382 Movie Vector: [2.18919351383467, -0.15006585268465286] User Vector: [1.9888187341578856, -0.014648266999867272] Predicted: 4.356107277689008 Movie Vector: [1.9959739742465472, -0.4308570729307756] User Vector: [2.122940316145401, -0.07195413241223003] Predicted: 4.268335566781364 Movie Vector: [1.5492823245898466, -0.6253908768778609] User Vector: [1.854076868168092, -0.3482648246994755] Predicted: 3.0902901643882434 Movie Vector: [1.7168620047859322, 0.15602137831449175] User Vector: [1.923799955386657, -0.46710751292084357] Predicted: 3.2300202902252586 Movie Vector: [2.264433663799566, -0.24053365373188648] User Vector: [2.1778335508908118, -0.0878197820593433] Predicted: 4.95268321983797 Movie Vector: [2.1358437500138114, -0.49042016548464085] User Vector: [1.4457385444508564, 0.003514967645212882] Predicted: 3.086147823305188 Movie Vector: [1.5914094768899054, -0.36365347180599256] User Vector: [1.6820328847951385, -0.4023161369922067] Predicted: 2.8231067332842414 Movie Vector: [2.2298241955608584, -0.14161036885057565] User Vector: [2.103504415590513, -0.6735584652370861] Predicted: 4.785827904057482 Movie Vector: [1.5778780632183962, -0.39538849594272385] User Vector: [2.135957451478057, -0.5760825813614189] Predicted: 3.5980568320383917 Movie Vector: [1.6061874963260985, -1.059120558705873] User Vector: [2.038188091731961, -0.13231905904433214] Predicted: 3.4138540638430954 Movie Vector: [1.7743320165286842, -0.5747884919619725] User Vector: [1.808069481625548, -0.009580401819241729] Predicted: 3.213622274070703 Movie Vector: [1.4797336645246952, 0.12993172466658473] User Vector: [1.8165327152901938, -0.32189929176576376] Predicted: 2.6461596813772754 Movie Vector: [2.276614553465194, -0.1754802930786792] User Vector: [1.9331587527934793, -0.22631099285894235] Predicted: 4.440770470122072 Movie Vector: [2.0031694546693806, -0.031122438290169044] User Vector: [1.7032259151430171, -0.13977000091834108] Predicted: 3.416200110844192 Movie Vector: [2.2180921998650476, -0.195114706415283] User Vector: [2.1753077631626985, -0.08775826522034984] Predicted: 4.842156109931049 Movie Vector: [1.649733424391605, -1.0619475579657616] User Vector: [2.177077362535074, 0.19880652205198948] Predicted: 3.380475191859655 Movie Vector: [2.228885062116204, 0.12229372699770034] User Vector: [1.3605531455396553, -0.223115480165352] Predicted: 3.0052309586882493 Movie Vector: [1.7775847920297934, -0.33394063931877443] User Vector: [2.15651262192227, -0.8993594295956064] Predicted: 4.133716703445848 Movie Vector: [1.065791552127987, -1.20206127373822] User Vector: [1.8796701480329734, -0.26139971099806436] Predicted: 2.3175550341178415 Movie Vector: [1.7049155293852971, -0.3629888759056375] User Vector: [1.9017795261483827, -0.30876806181536487] Predicted: 3.3544528192713114 Movie Vector: [1.9924510959815596, 0.22081538785851604] User Vector: [1.499624157956493, -0.2588353269372776] Predicted: 2.9307729739716977 Movie Vector: [1.721162657224977, -0.24549478804155078] User Vector: [2.0022662518806165, -0.368801497488904] Predicted: 3.536764748014182 Movie Vector: [1.671203015945271, 0.029347434342657044] User Vector: [1.9356179300101248, -0.5918581970504795] Predicted: 3.217441002772561 Movie Vector: [1.958223110833395, -0.5034601636297813] User Vector: [1.7418233770276481, -0.30555937064286237] Predicted: 3.5647157626278787 Movie Vector: [1.1575249393059732, -2.049854560709938] User Vector: [1.9503912396876144, -0.00412629893655609] Predicted: 2.26608481403626 Movie Vector: [1.6830289295299472, -0.35251764130759705] User Vector: [1.560347070654434, -0.43691697053396533] Predicted: 2.780130199918615 Movie Vector: [2.1928538313022554, -0.49249240659179677] User Vector: [1.814265625284325, -0.5054682448425379] Predicted: 4.2273585997629475 Movie Vector: [1.9858590729215637, -0.5083082023541099] User Vector: [1.5211811914674964, -0.41252666539808897] Predicted: 3.230542158345 Movie Vector: [1.818984635711583, -0.3815088443820623] User Vector: [2.748085403618818, 0.5157199383815199] Predicted: 4.801973409089172 Movie Vector: [2.218308327728912, -0.05092493279706488] User Vector: [2.0107374836527443, -0.2830562722109263] Predicted: 4.474850326503689 Movie Vector: [1.601739929172037, -0.18778920104628408] User Vector: [2.1667957092790457, -0.0229820007819588] Predicted: 3.4749589774761813 Movie Vector: [2.2681897660005284, -0.24068511621465805] User Vector: [1.7337943795520063, -0.18279760649010057] Predicted: 3.9765713312109274 Movie Vector: [1.767074005923618, -0.32955718498562747] User Vector: [2.0193657662087006, -0.5279130570000357] Predicted: 3.742346294901514 Movie Vector: [1.6357556798562134, -0.6043868331413924] User Vector: [1.8776502899133778, -0.2693517991147448] Predicted: 3.234169807377371 Movie Vector: [1.7408687820513824, -0.41029871157340264] User Vector: [2.1254615063104865, 0.11199404046718311] Predicted: 3.6541985732802487 Movie Vector: [1.6041552527557392, -1.1342949213366829] User Vector: [2.0999534466759378, 0.3859266264476795] Predicted: 2.9308967396395227 Movie Vector: [1.7322071569564996, -0.33078923119090625] User Vector: [1.922372435236842, -0.5920907967313597] Predicted: 3.5258045500991306 Movie Vector: [1.8363829582394056, -0.4968555934331051] User Vector: [1.995016669855943, -0.3952206609516445] Predicted: 3.859982209961138 Movie Vector: [1.8212918189826046, 0.2212486594496171] User Vector: [2.103418031206183, -0.06773999202044104] Predicted: 3.8159506697106678 Movie Vector: [1.8959961790534747, -0.14444651753045132] User Vector: [2.0436818438224407, -0.46490543047755173] Predicted: 3.9419669375017854 Movie Vector: [2.018227204406121, -0.69872951579456] User Vector: [1.5859389135205177, -0.6891458326305632] Predicted: 3.6823115937391875 Movie Vector: [1.8459586501651613, -0.4824514630454967] User Vector: [2.2812785709656893, -0.819733468044852] Predicted: 4.6066275224761295 Movie Vector: [2.463568748015024, -0.32799800507743904] User Vector: [2.088024812148728, -0.7469974031543386] Predicted: 5.389006330322199 Movie Vector: [1.3934719907186415, 1.0012989712119553] User Vector: [1.7742580187651813, -0.09077604891757372] Predicted: 2.3814848890653773 Movie Vector: [1.9014710913305275, -0.9093581514537892] User Vector: [1.4667592370825084, -0.22639888168001054] Predicted: 2.994877955790149 Movie Vector: [2.0989082631388505, -0.3718744989543398] User Vector: [1.8778389606610413, -0.1550704073839382] Predicted: 3.9990784414240776 Movie Vector: [1.593890604941418, -0.38644375195847147] User Vector: [1.9559391962346484, -0.8270334176666176] Predicted: 3.4371550056332003 Movie Vector: [1.5329013414295372, -1.147389869542726] User Vector: [1.7867651504424644, -0.14208896465946444] Predicted: 2.9019661345568863 Movie Vector: [1.8794909156402895, -0.6727156503798147] User Vector: [1.7337912873874801, -0.05551099971214515] Predicted: 3.295988092535641 Movie Vector: [1.9895474990535753, -0.37575106433972405] User Vector: [1.9545166645010525, -0.4221955904288115] Predicted: 4.047244184179769 Movie Vector: [2.081194153617682, -0.3014134159272867] User Vector: [2.2579201200424146, -0.49519772207574053] Predicted: 4.848429390138269 Movie Vector: [1.912072392404685, 0.2183250963594517] User Vector: [1.905602963318866, -0.04610909784395215] Predicted: 3.633584043816733 Movie Vector: [2.328006091787003, -0.30262421664863454] User Vector: [2.0781554305596193, -0.32340601932912827] Predicted: 4.935828995281967 Movie Vector: [2.0209678491707006, 0.18023041656894015] User Vector: [1.9683168208647448, 0.050602616802973295] Predicted: 3.987025142655413 Movie Vector: [2.348468600638342, 0.07097751323918128] User Vector: [2.0950099479748725, -0.0030720059383092056] Predicted: 4.919847037501798 Movie Vector: [1.7386527934668576, -0.3965843339130529] User Vector: [0.8047148565505622, -0.06875783649535316] Predicted: 1.4263880140737288 Movie Vector: [2.0193641227173442, -0.6822295066047103] User Vector: [1.8965010614782487, -0.3690419889702138] Predicted: 4.081497536296106 Movie Vector: [2.2383098678373634, -0.08920051099283287] User Vector: [1.9157377164888114, -0.060667957869634394] Predicted: 4.293426247847987 Movie Vector: [2.2311144625619503, -0.22093262819611537] User Vector: [2.709661801399526, 0.6418996628681453] Predicted: 5.90374905419849 Movie Vector: [1.7144994670761138, -0.440658270190538] User Vector: [2.185985236038981, -0.2842742577461129] Predicted: 3.873138324903187 Movie Vector: [1.1279755014495272, -0.713596293046902] User Vector: [1.8354996833136175, -0.5986572682302889] Predicted: 2.497598283110845 Movie Vector: [2.262446053353568, 0.01642860549420667] User Vector: [1.6450655844301505, -0.2759736453595826] Predicted: 3.717338276855364 Movie Vector: [1.7622018354096924, 0.31443184702204907] User Vector: [2.008483166910493, -0.6395129230044339] Predicted: 3.338269493544389 Movie Vector: [1.9195185765494582, -0.4934401058337149] User Vector: [2.148132497666846, -0.01969487518131836] Predicted: 4.133098475454949 Movie Vector: [1.602050908880761, -0.5693921195473313] User Vector: [1.978127421586891, -0.2952684526158668] Predicted: 3.337184363705644 Movie Vector: [1.9068589066035087, -0.3246894311707344] User Vector: [1.954887432297568, -0.10211473479868424] Predicted: 3.7608500868398163 Movie Vector: [1.795376550371735, -0.5947774068967246] User Vector: [1.5198406303839964, -0.17506359410635086] Predicted: 2.8328100986382183 Movie Vector: [2.020301785177389, 0.32692529858165437] User Vector: [1.8240628233043177, 0.025220074403562] Predicted: 3.6934024585520566 Movie Vector: [2.3232288773860583, -0.256122988975608] User Vector: [2.0166952563183167, 0.10257169068797713] Predicted: 4.658973688362906 Movie Vector: [1.7827508890806891, -0.3567206168602106] User Vector: [1.798199995571071, -0.16454625503993114] Predicted: 3.2644396824490998 Movie Vector: [1.8290379184262338, -0.5503400980511567] User Vector: [2.0606846147777342, -0.4444362537728057] Predicted: 4.013661389824847 Movie Vector: [1.9304186675863884, -0.4814235242426167] User Vector: [1.8755877611486496, -0.6535676170383226] Predicted: 3.935312452343352 Movie Vector: [1.8130336347472984, -0.06283723337730479] User Vector: [1.9198125733992282, -0.5412032097311682] Predicted: 3.514692480377991 Movie Vector: [2.0763341553841084, -0.1469275730225742] User Vector: [1.601705187624884, -0.23516951906665148] Predicted: 3.3602280746068076 Movie Vector: [2.1199402804532985, -0.1671341530395701] User Vector: [2.0540926259109566, -0.5304460220199544] Predicted: 4.44320934407424 Movie Vector: [2.093907505158098, 0.129704685103445] User Vector: [1.5838177220612932, -0.05904701107212361] Predicted: 3.308709141049135 Movie Vector: [1.7869360115320474, -0.4895599106576129] User Vector: [1.8568437768018127, -0.1887655822684846] Predicted: 3.410473074146926 Movie Vector: [2.077151748454871, -0.0012130665146623436] User Vector: [2.2936919899852697, -0.5052012684946678] Predicted: 4.7649591701568115 Movie Vector: [1.9238996883735493, -0.32557956677775746] User Vector: [2.1978157771447804, -0.3338390105476339] Predicted: 4.337068249178927 Movie Vector: [2.045558647099698, -0.4514548445088151] User Vector: [1.4758703676114058, -0.6830054564693954] Predicted: 3.327325514614784 Movie Vector: [1.7350423926152332, -0.4310981809704681] User Vector: [1.8868939789533583, -0.1667683556247218] Predicted: 3.3457345786077664 Movie Vector: [1.1136169388824892, -0.3494069196710484] User Vector: [1.5357450830681725, -0.6717682495857634] Predicted: 1.944952213130786 Movie Vector: [1.9774122886825567, -0.1123749200943005] User Vector: [1.8567018581724506, -0.1917886711072423] Predicted: 3.69301730736061 Movie Vector: [1.8077077122994885, -0.38556869747386663] User Vector: [1.7232854527674661, -0.33459739377131714] Predicted: 3.2442066847558215 Movie Vector: [1.6564623289636762, -0.9087458619993977] User Vector: [1.5663350254078838, -0.2599488372943071] Predicted: 2.8308023943472786 Movie Vector: [1.8481535769760191, -0.3683210030723037] User Vector: [1.9544146708813208, -0.16863772443649647] Predicted: 3.6741712807040035 Movie Vector: [1.5094818725243988, -0.3041507953269381] User Vector: [2.064124308950503, -0.5607821986053819] Predicted: 3.286320578708752 Movie Vector: [2.0125100583626416, -0.27629043234611206] User Vector: [1.958977918603983, -0.14545572460443024] Predicted: 3.9826507903390036 Movie Vector: [2.076839104764501, -0.8051839766299786] User Vector: [1.8413648406703107, -0.5820892940962623] Predicted: 4.292907479816722 Movie Vector: [1.764884624783051, 0.11319175314918606] User Vector: [2.4977459034388367, -0.4848837224920364] Predicted: 4.353348502971677 Movie Vector: [2.2306734923688207, -0.3080255880257105] User Vector: [1.8294826543550047, -0.36141079936945825] Predicted: 4.192302235812877 Movie Vector: [2.147677368156876, -0.4383348201760045] User Vector: [1.9874433819168942, -0.46686240585898536] Predicted: 4.473029220555211 Movie Vector: [1.9032466587289667, -0.20417611687468168] User Vector: [1.9089989891511594, -0.15958677236278654] Predicted: 3.665879755104517 Movie Vector: [1.788952591279557, 0.039948118020007785] User Vector: [1.4413710280067265, -0.21868119137094624] Predicted: 2.56980853350627 Movie Vector: [1.940677273305815, -0.38604285305406444] User Vector: [2.297228995854613, 0.8311834322090292] Predicted: 4.137307680252943 Movie Vector: [1.9031237389479319, -0.5663184890646206] User Vector: [1.9356751430210892, 0.7069265865352791] Predicted: 3.2834837192085993 Movie Vector: [1.6695822912405593, -0.3822050188557753] User Vector: [1.8331253371387302, -0.07476250232851046] Predicted: 3.0891282041233774 Movie Vector: [1.9962351352579955, 0.2201622621816168] User Vector: [1.7062332025536702, -0.22752571924210416] Predicted: 3.3559500908285678 Movie Vector: [1.9941645362712475, -0.5029080245388248] User Vector: [1.7581765660468447, -0.3405907056547814] Predicted: 3.6773791554709105 Movie Vector: [1.6869501058425835, 0.3655755473356124] User Vector: [1.8787316366757543, 0.010873719362254376] Predicted: 3.173301699247404 Movie Vector: [2.006908544121965, -0.20122590252999234] User Vector: [2.0749952007506365, -0.09864278464151191] Predicted: 4.184175080766084 Movie Vector: [2.048681121387928, -0.3309374884765476] User Vector: [2.0734079810213886, 0.5246994208640933] Predicted: 4.074109079107716 Movie Vector: [1.1570909255760229, -1.7898777540124096] User Vector: [1.700250869938133, -0.6360526024857494] Predicted: 3.1058012563790935 Movie Vector: [2.0255851896445916, 0.11311648726642334] User Vector: [2.093848099368022, 0.45652674112341196] Predicted: 4.292908400744412 Movie Vector: [1.9755204263452066, -0.5878078184821673] User Vector: [1.73738754157401, 0.20726775339370285] Predicted: 3.3104109708930864 Movie Vector: [1.4454596991548636, -0.33041603947263554] User Vector: [1.5684381637754785, -0.038196008004662614] Predicted: 2.2797347300424753 Movie Vector: [1.4418883535218099, -0.7719516131429983] User Vector: [2.0724334725388154, -0.0034857068184651965] Predicted: 2.990908484503937 Movie Vector: [2.1616281301630056, -0.1778995653516235] User Vector: [2.0715303312139954, 0.14269356736454128] Predicted: 4.452493112825437 Movie Vector: [1.613180947368311, -1.149740132948115] User Vector: [1.9971215767707675, -0.13863322915017606] Predicted: 3.3811106645389115 Movie Vector: [1.4431577439392795, 0.6341515992172206] User Vector: [2.0940643330044346, -0.3818949435810052] Predicted: 2.7798858692775275 Movie Vector: [1.7221872171137216, -0.18906671865156938] User Vector: [1.6051543755529878, -0.34720478098956364] Predicted: 2.830021215713347 Movie Vector: [1.683175107074404, -0.665609874758634] User Vector: [1.7772686898369137, -0.2742712662795749] Predicted: 3.174012080514473 Movie Vector: [1.3837198951023357, -0.5227708713289962] User Vector: [2.1741784806859656, -0.32983889516357023] Predicted: 3.180884185851393 Movie Vector: [2.1053911415345836, -0.5790064781959281] User Vector: [1.792293492087783, -0.42002322142190524] Predicted: 4.0166750074677084 Movie Vector: [1.6853418963190485, -0.6093024251722777] User Vector: [1.8157160363913145, -0.13853820192322303] Predicted: 3.144513970359471 Movie Vector: [1.626921550324228, -0.6096272865724361] User Vector: [2.1605180280995735, 0.09106078422414453] Predicted: 3.459480200979479 Movie Vector: [2.066378644482607, -1.1543221348056851] User Vector: [1.6875952427156395, -0.32626260700097026] Predicted: 3.863822919098668 Movie Vector: [1.9723116841107695, -0.39907122300363307] User Vector: [1.8138469347817892, -0.3592517197317519] Predicted: 3.7208385258181362 Movie Vector: [2.0948618943832944, -0.45899600258046513] User Vector: [2.0043889228887055, -0.3977564372294111] Predicted: 4.3814865907724725
avg loss: 1.0290672513994334: 100%|████████████████████████████████████████████▊| 69782/70000 [01:50<00:00, 707.95it/s]
Movie Vector: [1.162975235282971, 0.10963824003268768] User Vector: [1.7189244736819784, -0.12209427143178206] Predicted: 1.985680393176102 Movie Vector: [2.2148435334553613, -0.2399726751501409] User Vector: [1.3993645170364084, -0.4643045185955546] Predicted: 3.2107938489166474 Movie Vector: [1.6632465837827963, -0.6074737520572984] User Vector: [2.0725043187075087, -0.1549471902993401] Predicted: 3.5412120790272317 Movie Vector: [1.6551844761618346, -0.2374557021130594] User Vector: [2.0295567724062455, -0.3220049486330972] Predicted: 3.435752774337487 Movie Vector: [2.080465320582296, -0.6009719777386247] User Vector: [1.6103354452000649, -0.19911816559174625] Predicted: 3.4699114860225464 Movie Vector: [1.1705602426071222, -0.04870204816586646] User Vector: [2.0735915076219484, -0.32895979385629515] Predicted: 2.4432847939550393 Movie Vector: [1.9538598333079298, -0.5954807370181453] User Vector: [1.8639868135027131, 0.02163189241041536] Predicted: 3.6290875894829386 Movie Vector: [2.0817454904937294, -0.46820144504564115] User Vector: [1.977339191140264, -0.2813581352965919] Predicted: 4.248049229853975 Movie Vector: [1.8140736957196737, -0.18207420629294996] User Vector: [2.079499861772441, 0.07590958279453595] Predicted: 3.758544822456739 Movie Vector: [2.07250246168295, 0.7700542756336949] User Vector: [1.9074772752638138, 0.20548167222531116] Predicted: 4.111483388850003 Movie Vector: [1.9835399551950323, -0.493232891949425] User Vector: [1.7096061666771587, -0.1766789220497152] Predicted: 3.4782159949210505 Movie Vector: [1.9356645505064392, 0.3729547245982493] User Vector: [1.8068384402807238, -0.13532868054854114] Predicted: 3.446961646559517 Movie Vector: [1.7157928478555435, -0.5158363688296073] User Vector: [2.1470831853419563, 0.18897275166706967] Predicted: 3.5864709551329463 Movie Vector: [1.9674994475444982, -0.43412065910017666] User Vector: [2.1192712161613487, -0.23334807147142322] Predicted: 4.27096616558134 Movie Vector: [2.018348552751697, -0.412365730210008] User Vector: [1.9632960983825836, -0.7303911000730329] Predicted: 4.263804098114048 Movie Vector: [2.094531299752739, 0.8185571974180157] User Vector: [1.9715095487206595, -0.10494505722452145] Predicted: 4.043484925632241 Movie Vector: [1.6608047832646582, -1.1106129916479581] User Vector: [2.1051988103233876, -0.9245415792674898] Predicted: 4.5231321431613445 Movie Vector: [1.4335577799133978, -0.5006514641392812] User Vector: [2.10374051841575, -0.18264493699481443] Predicted: 3.107275042218024 Movie Vector: [2.326378886754826, -0.35118045538070314] User Vector: [1.9881248649756555, -0.6546905487567856] Predicted: 4.855046235157505 Movie Vector: [2.099171791107522, -0.47344087834400705] User Vector: [2.0585675848175913, -0.4108855487751315] Predicted: 4.515817019248385 Movie Vector: [2.260285324533438, -0.34847068253053826] User Vector: [1.7496690439327136, -0.38567255181116405] Predicted: 4.089146840154495 Movie Vector: [1.4026682610781518, -1.5976433626968092] User Vector: [2.2888772104109947, -0.6379616248517903] Predicted: 4.229770572148335 Movie Vector: [1.9143086835067071, -0.7286426872927828] User Vector: [1.9601155188635682, -0.3083921275642821] Predicted: 3.9769738270051604 Movie Vector: [1.4152372614784678, 0.07654182945542098] User Vector: [1.8958579446577963, -0.48119558268997115] Predicted: 2.646257215524739 Movie Vector: [1.4436855346926243, -0.5495870886008936] User Vector: [1.944206301009067, -0.24453327666523725] Predicted: 2.941214844813529 Movie Vector: [2.1134100381211978, -0.43028521821582677] User Vector: [1.936624122011235, -0.7026880558758191] Predicted: 4.395237142986377 Movie Vector: [2.0304911218410346, 0.15969319045389566] User Vector: [1.9015587302855863, -0.5897467404463672] Predicted: 3.7669195809625275 Movie Vector: [2.021782640292263, -0.13960218140587735] User Vector: [2.171907882457629, -0.2501147394988664] Predicted: 4.426042216302568 Movie Vector: [1.9200589533831764, -0.17815859321393757] User Vector: [2.1582461183494512, -0.3536922180036472] Predicted: 4.206973091131598 Movie Vector: [1.5141826128157139, -0.8430703137583233] User Vector: [2.2561101211286716, -0.719572886209726] Predicted: 4.022813256959405 Movie Vector: [1.6223619174554502, -0.6044170809002998] User Vector: [1.741457335830907, -0.6719596577172303] Predicted: 3.2314179573257027 Movie Vector: [1.958469633038012, -0.8122074249326697] User Vector: [2.0752271343238875, -0.3297790982740507] Predicted: 4.332118356435614 Movie Vector: [1.737762235445748, -0.7723602806551453] User Vector: [1.6435473168100045, -1.5403382930241667] Predicted: 4.045790575624627 Movie Vector: [1.50755687138682, -0.14393837401595305] User Vector: [1.6922939104823917, -0.40466088714585824] Predicted: 2.6094755432774295 Movie Vector: [1.9752098529225763, -0.4301533016924577] User Vector: [1.9412486525693478, 0.4588257067252758] Predicted: 3.6370080728783982 Movie Vector: [1.9300091525849434, -0.5179712205200849] User Vector: [1.9385628932668697, -0.46924975866277835] Predicted: 3.984501997089922 Movie Vector: [1.0863049443927633, -0.7672898009563159] User Vector: [1.4249448838143737, -0.5743647730964208] Predicted: 1.988628905200198 Movie Vector: [1.4279126191375904, -0.5421815734123093] User Vector: [1.7587653493138966, 0.45655972075283696] Predicted: 2.2638249686327874 Movie Vector: [1.5653917815287117, -0.152452124439343] User Vector: [1.9087862655032022, -0.16744302977901265] Predicted: 3.013525378325965 Movie Vector: [1.6450437799142879, 0.3755036634233784] User Vector: [1.748763026649648, 0.230445712335982] Predicted: 2.9633249487364584 Movie Vector: [1.9921621191736438, 0.2662780994583078] User Vector: [1.6978520325772983, -0.33199226337395693] Predicted: 3.29399423433639 Movie Vector: [2.019486430465495, -0.37365184120045575] User Vector: [1.7342610626762345, -0.15128516868795608] Predicted: 3.558844664785901 Movie Vector: [2.3637739208555026, -0.11579745873715923] User Vector: [2.05134108947013, -0.6183068848027719] Predicted: 4.920504936048658 Movie Vector: [1.8415722602889382, 0.1156177047567371] User Vector: [1.8977821446178127, -0.2058119667542305] Predicted: 3.47110744639222 Movie Vector: [1.9151370439518143, 1.182411099048418] User Vector: [1.613270771225563, -0.5274503801090051] Predicted: 2.4659714322605937 Movie Vector: [2.0259219864475284, -0.5475876303382784] User Vector: [1.5602561363422511, -0.06050650632141135] Predicted: 3.194089825522029 Movie Vector: [1.4947438781345082, -0.2941254376723783] User Vector: [1.63525341523253, -0.25173563724969955] Predicted: 2.5183268861011743 Movie Vector: [1.3853456556688846, -1.6019964766011385] User Vector: [1.720109599546272, 0.023340554957789167] Predicted: 2.3455548742014796 Movie Vector: [2.045092064810081, -0.38097661636420244] User Vector: [1.9708482299619379, -0.4418099042082262] Predicted: 4.1988853184215955 Movie Vector: [2.098060126898499, 0.030404353731948275] User Vector: [2.1615885853562036, 0.06767053538021055] Predicted: 4.537200300589714 Movie Vector: [2.1525282183195515, -0.19263160821460099] User Vector: [1.752636467376264, -0.42724472769978383] Predicted: 3.854900291481321 Movie Vector: [2.1297606205100434, -0.3898001318287816] User Vector: [1.9763532098778493, -0.9009254566053198] Predicted: 4.560340100369124 Movie Vector: [2.1259330063071173, 0.010552913073614612] User Vector: [1.909405373014946, -0.46841563353603294] Predicted: 4.054324755449599 Movie Vector: [1.7897772640733585, -0.5030031314390946] User Vector: [2.0015538964973625, -0.2315553901283466] Predicted: 3.6988087431045793 Movie Vector: [2.3160198998005685, -0.18009339742938113] User Vector: [1.89179812682163, -0.059713923907690356] Predicted: 4.392196191554711 Movie Vector: [1.466568694723343, -0.23219826033596827] User Vector: [1.8476229969595512, 1.051499080761959] Predicted: 2.4655097896940035 Movie Vector: [1.968529605337911, 0.357815688118725] User Vector: [1.922043580682799, -0.07551574610102459] Predicted: 3.7565789726688386 Movie Vector: [1.1444573322758314, 0.24144579683258208] User Vector: [2.182022432824521, -0.05819121004951477] Predicted: 2.4831815493573135 Movie Vector: [2.202289251348411, -0.27490785499063747] User Vector: [1.8178923849476376, -0.38019418450466624] Predicted: 4.108043227220403 Movie Vector: [1.9681105798981475, 0.1334658269250916] User Vector: [1.9820153261661329, -0.2674084305303564] Predicted: 3.8651354456403686 Movie Vector: [2.191749947284583, -0.005593309483978414] User Vector: [2.0794344093188433, 0.0978873525184467] Predicted: 4.55705274274912 Movie Vector: [1.7271812819283696, -0.852528190499327] User Vector: [1.6683756109337908, -0.2758043811117477] Predicted: 3.1167181363916368 Movie Vector: [1.6651978696603436, -1.1698463181958314] User Vector: [1.697627274309557, -0.26217191300274395] Predicted: 3.133586167818188 Movie Vector: [2.2026354959422103, -0.017997046235101233] User Vector: [1.8919456542958892, -0.2824446543386012] Predicted: 4.172349824048725 Movie Vector: [2.1106497123417456, -0.7020209477784398] User Vector: [1.8947063572205982, -0.2945955267944544] Predicted: 4.205873658771264 Movie Vector: [1.8355727985809092, -0.7399560580211285] User Vector: [2.071750447724425, -0.9716384724139436] Predicted: 4.521818541159867 Movie Vector: [1.3486504438278883, -0.4932798824665501] User Vector: [1.636447717043289, 0.07054757571506508] Predicted: 2.172196240034539 Movie Vector: [2.0031384737472084, -0.42111551050718216] User Vector: [1.7667346305970948, -0.15729353213171574] Predicted: 3.6052528575337277 Movie Vector: [1.7941895022537575, -0.3872036017811818] User Vector: [1.757056848842315, -0.4475314489864642] Predicted: 3.325778742013859 Movie Vector: [1.4071950554529622, 1.374522080839883] User Vector: [1.7338761179151472, -0.154667490251747] Predicted: 2.2273080193590586 Movie Vector: [2.195130071856078, -0.27341058351772324] User Vector: [1.504493498034666, -0.4082552185638485] Predicted: 3.4141802179795357 Movie Vector: [1.9146842017844614, -0.6546672683041662] User Vector: [1.8092193830829573, -0.3791115490890462] Predicted: 3.7122756925758544 Movie Vector: [2.173454218408261, -0.03978575665821172] User Vector: [1.6703532957623919, -0.4288199762030146] Predicted: 3.6474973441303056 Movie Vector: [1.5513458710863606, -0.3634848213769244] User Vector: [1.831108574243109, -0.1844821272268998] Predicted: 2.9077391792251843 Movie Vector: [1.767252724173067, -0.41844152673103086] User Vector: [1.635218973230691, -0.15706972853100082] Predicted: 2.9555696820711646 Movie Vector: [1.9053962524333796, -0.23885448099460393] User Vector: [2.2327630874855244, -0.780773845320346] Predicted: 4.440789751064653 Movie Vector: [1.5316460261190405, -0.1496985665357947] User Vector: [1.878108365321725, -0.2823315941750402] Predicted: 2.9188618493017167 Movie Vector: [1.0909976054481665, -0.5983736284653097] User Vector: [1.846042597441668, -0.710923293295607] Predicted: 2.439425803933973 Movie Vector: [2.0072037153388385, -0.5438381926916563] User Vector: [2.100371049581921, -0.5430204452972722] Predicted: 4.511187831876054 Movie Vector: [2.0430802743085175, -0.3323548463944367] User Vector: [2.2291601041350715, -0.13751151382920068] Predicted: 4.600055655090055 Movie Vector: [1.7653683123610928, -0.9332023546237097] User Vector: [1.9202451559264917, 0.1073501250542582] Predicted: 3.2897605607677307 Movie Vector: [1.673145363213321, 0.38686702424894764] User Vector: [2.0834981960865027, -0.9065307591137827] Predicted: 3.135288488876962 Movie Vector: [1.8864014595377003, -1.0918864916568187] User Vector: [2.1413775359832465, -0.42554824906077043] Predicted: 4.504148093997707 Movie Vector: [1.597737670547147, -0.6586466148448391] User Vector: [2.636165202913557, 0.6491775488482012] Predicted: 3.7843218554984164 Movie Vector: [1.607381114295487, -0.5192353910999508] User Vector: [1.8454406215657124, -0.20707453879606794] Predicted: 3.073846831797069 Movie Vector: [1.9678858139684035, -0.5483946326725702] User Vector: [1.7135521114951269, -0.6017591494657262] Predicted: 3.7020763794354794 Movie Vector: [2.006456747209667, -1.1993555511669967] User Vector: [1.8066514432602059, -0.6277033244188528] Predicted: 4.377807444813253 Movie Vector: [2.0790418974855025, -0.19419012860272525] User Vector: [2.0040406916120044, -0.33054020527975325] Predicted: 4.230672207098826 Movie Vector: [1.4989864746227362, -0.16786180776239656] User Vector: [1.7190744647996963, -0.26822701868049376] Predicted: 2.6218944438504894 Movie Vector: [2.1106601433216765, -0.14970682057716075] User Vector: [1.9509048287600745, -0.19714215826468426] Predicted: 4.147210591193215 Movie Vector: [1.9453373906180151, 0.5157040971621524] User Vector: [1.629760350860129, 0.1228851696969641] Predicted: 3.233806133768135 Movie Vector: [1.8243602911090728, 0.3918588103303989] User Vector: [1.8233951785173372, -0.23007101140293712] Predicted: 3.236374405866903 Movie Vector: [1.5617596120411665, -0.37026677449796475] User Vector: [1.5979318341138458, 0.2441465238665727] Predicted: 2.405186055416903 Movie Vector: [1.3975812739300724, -0.29038054273971337] User Vector: [1.7667926856386136, -1.1801821336304235] Predicted: 2.811938300860463 Movie Vector: [1.7034372629545964, -0.8451645372152432] User Vector: [2.285276866934184, 0.8970596545336068] Predicted: 3.1346627635254602 Movie Vector: [1.5028526283378032, -0.8032385004723076] User Vector: [1.881478995431276, -0.4251614661430615] Predicted: 3.1690917119696236 Movie Vector: [1.5095592352760296, -0.004257182739854457] User Vector: [1.799699143279918, -0.4481007827976651] Predicted: 2.7186601093748 Movie Vector: [1.3822893097352846, -0.40404845976093523] User Vector: [1.5878046707504962, 0.1022077269513328] Predicted: 2.1535085476758122 Movie Vector: [2.217820312078492, -0.08855164372105152] User Vector: [2.001883381348405, -0.4847308865438251] Predicted: 4.482741342332685 Movie Vector: [1.7475997862694013, 0.8425068716749355] User Vector: [1.7576040209131962, 0.46437172208528116] Predicted: 3.4628247781625148 Movie Vector: [1.797960249470752, 0.15369827964024446] User Vector: [1.7422169625726793, -0.19026390031022733] Predicted: 3.103193610504025 Movie Vector: [1.964230968696502, 0.42235754394705377] User Vector: [2.2452972270359215, -0.04484214698098686] Predicted: 4.391342928208135 Movie Vector: [1.8786685959784675, -0.4942051513772774] User Vector: [1.7348272036253058, -0.4195354078418453] Predicted: 3.4665019466406113 Movie Vector: [1.908173229684742, -0.1786392186328112] User Vector: [1.6692182468927554, -1.477663868851069] Predicted: 3.449126292155544 Movie Vector: [1.9416900415001601, -0.20830974368902683] User Vector: [2.0066249749575413, -1.383629054648078] Predicted: 4.184467144634998 Movie Vector: [2.0285591938876033, -0.4233787337388812] User Vector: [1.938466684029514, -0.2882308382790852] Predicted: 4.054325221267982 Movie Vector: [1.345292777495651, -0.25545287420909735] User Vector: [1.5966185690352437, -0.5147103525966575] Predicted: 2.279403668294549 Movie Vector: [1.9761311321744612, 0.16589885198004548] User Vector: [1.9604027609420802, -0.012700395683994132] Predicted: 3.8719059464347456 Movie Vector: [1.6048934909114667, -0.7103544957142629] User Vector: [2.2487916151777068, -0.6420695348305037] Predicted: 4.065168006242999 Movie Vector: [1.8279533774686794, -0.26516478822599393] User Vector: [2.0282069286766458, -0.10708316672837268] Predicted: 3.735862390707949 Movie Vector: [1.6386592968892753, -0.3400935814034524] User Vector: [2.1109690702080353, -0.3017378245253011] Predicted: 3.561778189729802 Movie Vector: [0.9708082426156702, -0.6508566276216118] User Vector: [2.0478742837608905, 0.32367471365637407] Predicted: 1.777427401938956 Movie Vector: [2.0658646724046874, -0.12151164016363522] User Vector: [1.8360241130909114, -0.15494964322717894] Predicted: 3.811805538208967 Movie Vector: [1.7591543911261944, -0.48673564842414413] User Vector: [1.9348157804774524, -0.7617758750333948] Predicted: 3.774423150735415 Movie Vector: [1.681798940552358, 0.5986293758820872] User Vector: [1.7137534043194331, -0.40670979469205754] Predicted: 2.6387202291907808
avg loss: 1.0288256400678686: 100%|████████████████████████████████████████████▉| 69853/70000 [01:50<00:00, 664.52it/s]
Movie Vector: [1.8233885155440048, -0.31182875827376755] User Vector: [1.8895538421341773, -0.3154874886315938] Predicted: 3.5437688470804076 Movie Vector: [2.2029688863084083, -0.1750518831897707] User Vector: [1.8947573498231174, -0.02472916611957495] Predicted: 4.178420375863449 Movie Vector: [1.7799153284396467, -0.3721344354161785] User Vector: [1.8516026590561823, -0.4876123387163306] Predicted: 3.477153297403872 Movie Vector: [1.9130711348986837, -0.32433489594820597] User Vector: [1.6063867843999515, -0.04687064136698964] Predicted: 3.0883339733090507 Movie Vector: [1.6988954871094284, -1.0574581728506405] User Vector: [1.9088581951712273, -0.179959073973505] Predicted: 3.4332497668601625 Movie Vector: [2.1907500074943327, -0.0162226862429504] User Vector: [2.1872771496006314, 0.7132671137980071] Predicted: 4.7802063232852054 Movie Vector: [1.9169712490257402, -0.09213768241004235] User Vector: [1.8014292576366377, 0.600520931019636] Predicted: 3.397957487220347 Movie Vector: [1.1615881675569035, -0.7245592297625606] User Vector: [1.6195411542913283, -0.5753709455697082] Predicted: 2.2981301708460005 Movie Vector: [1.295892895659693, -0.7345453082950054] User Vector: [1.4397468551231816, -0.421050595734019] Predicted: 2.1750384607537567 Movie Vector: [1.3006536251594152, -1.420387014948699] User Vector: [1.919451062293082, -0.4888664406362259] Predicted: 3.190920526811472 Movie Vector: [1.625921657769603, -0.3616540569191913] User Vector: [1.6144686899742418, -0.642852729227363] Predicted: 2.8574899063466885 Movie Vector: [1.3127285037990475, -1.9261436765941844] User Vector: [1.4686301822268626, -0.27622632191038693] Predicted: 2.4599642850053534 Movie Vector: [1.6838268823222964, -0.699468083759393] User Vector: [1.9990722555981644, -0.39328504276329646] Predicted: 3.6411819389137317 Movie Vector: [1.2307337671970886, -0.1733133123891072] User Vector: [2.104316293060464, -0.45460378977678495] Predicted: 2.6686420073633736 Movie Vector: [2.001339321805182, -0.24943973975150577] User Vector: [2.421914784324316, -0.2533817413891932] Predicted: 4.910276767559473 Movie Vector: [1.5954333737348638, -0.33391495178742275] User Vector: [1.9734571653750093, -0.34578510724792794] Predicted: 3.263982240690993 Movie Vector: [2.096386846095915, -0.330325586589327] User Vector: [2.0325509284774257, -0.17991546830922714] Predicted: 4.320443713085853 Movie Vector: [1.9659347825283722, -0.5803336700872775] User Vector: [2.114332287044147, -0.7749139518698606] Predicted: 4.606348042613323 Movie Vector: [1.5595347896768663, -0.9081155042024627] User Vector: [1.9898086558523058, -0.5130643168156015] Predicted: 3.5690974843551255 Movie Vector: [1.0426932862187972, -0.2008685782858769] User Vector: [1.9309537984891478, -0.3383029170160023] Predicted: 2.081346987654288 Movie Vector: [2.1182049511654455, -0.4729228068935417] User Vector: [1.8964519385671665, 0.51218736721159] Predicted: 3.774848798563161 Movie Vector: [1.7417904191436338, -0.15411839553052964] User Vector: [1.4368582830098402, -0.15904337987003211] Predicted: 2.5272175015390332 Movie Vector: [1.1974923888215816, -0.7008286451633535] User Vector: [2.0476924542627746, -0.4652109789368143] Predicted: 2.778129308710462 Movie Vector: [2.185347971605893, -0.531031425004828] User Vector: [2.1146691354398266, 0.13914329226658284] Predicted: 4.547398444978825 Movie Vector: [1.349491541772523, -0.4035752722442976] User Vector: [1.7092552392272415, 0.20516685427685485] Predicted: 2.223825218997245 Movie Vector: [0.9456135735667358, -0.37411472588532135] User Vector: [2.3034777609271018, -0.6662745987218812] Predicted: 2.427462976006969 Movie Vector: [2.327191816051822, -0.22285584377320355] User Vector: [2.126442263464077, -0.46422210427982735] Predicted: 5.052093641587765 Movie Vector: [2.2202343591544604, -0.5287359326569029] User Vector: [1.4694226614634462, -0.21805478574709372] Predicted: 3.377756081613627 Movie Vector: [1.9927377329506044, -0.18602324937597436] User Vector: [1.6270836187369484, -0.315672652539814] Predicted: 3.3010733742875216 Movie Vector: [2.2717485545875884, -0.2249788707565761] User Vector: [1.6413063869310247, -0.640406163704207] Predicted: 3.872713267681656 Movie Vector: [2.2695473350573625, -0.24324919302144846] User Vector: [1.696971687658063, -0.1164561193286125] Predicted: 3.879685428441246 Movie Vector: [1.8126999638018642, -0.6994973971447801] User Vector: [2.1135712216526934, -0.09556377723229886] Predicted: 3.898117090417816 Movie Vector: [1.9189429286400221, -0.3136980804059631] User Vector: [1.9813525169530855, -0.13278690035165042] Predicted: 3.8437573972936034 Movie Vector: [2.2820982767433966, -0.34110500208771805] User Vector: [2.175471982405987, -0.4452827892888251] Predicted: 5.116529048922233 Movie Vector: [1.9501535841122106, 0.17840988286168633] User Vector: [1.8969728626403815, 0.0904720117327995] Predicted: 3.71552952805725 Movie Vector: [2.061299561380917, -0.5952377232814207] User Vector: [2.039467108891172, -0.2192560377359495] Predicted: 4.3344621217258315 Movie Vector: [2.065237242235263, -0.14069112778303844] User Vector: [1.8247118676263487, -0.39724198674387007] Predicted: 3.8243513284883672 Movie Vector: [2.017538899488367, -0.14500010352468298] User Vector: [1.636233916746425, -0.46548415500677803] Predicted: 3.368660826363205 Movie Vector: [2.384875470070261, 0.3080578280377821] User Vector: [1.861205187776374, -0.34697221581186727] Predicted: 4.331855089902929 Movie Vector: [1.7567039267695463, -0.5614001139909851] User Vector: [1.7153284285483796, -0.6919333249497267] Predicted: 3.4017756336313116 Movie Vector: [1.5964043214502772, -0.36497344145832816] User Vector: [2.365666202539339, -0.489656970139275] Predicted: 3.9552715383684567 Movie Vector: [1.8408462379907293, 0.4685935635311436] User Vector: [1.6616537650571612, -0.36307560796277905] Predicted: 2.8887141892820916 Movie Vector: [1.9062279867024319, 0.37515946590254673] User Vector: [2.166215400720808, 0.16084947986752776] Predicted: 4.189644627037632 Movie Vector: [1.6049896859959634, -0.7113712990369315] User Vector: [1.7716848355599726, -1.1680393993988265] Predicted: 3.6744455927858706 Movie Vector: [1.9940491062489443, -0.06646531278868842] User Vector: [2.1474042207276898, 0.1068224459468927] Predicted: 4.274929479814547 Movie Vector: [1.9930278383739304, -0.04564986570198544] User Vector: [1.919876110332289, -0.32067308410927525] Predicted: 3.8410052173451414 Movie Vector: [1.9244416038889356, -1.1633036172004811] User Vector: [1.8976877536632681, -0.3365775803282156] Predicted: 4.04353118100453 Movie Vector: [2.3508608444074133, -0.12537538639712328] User Vector: [1.7039883095919723, -1.5672017045979496] Predicted: 4.202327915623943 Movie Vector: [2.3328669661716885, -0.3033806740396906] User Vector: [1.864000727796902, 0.4030688852547236] Predicted: 4.2261824127043734 Movie Vector: [1.8806426485298615, -0.22761190217989657] User Vector: [2.1283113767418205, -0.04137745835082134] Predicted: 4.012011146454573 Movie Vector: [1.6830591085670095, -0.25144815571273743] User Vector: [2.405800524628204, -0.5954580868461484] Predicted: 4.198831324112488 Movie Vector: [2.2259576073679255, -0.3674931647868529] User Vector: [1.894320725190312, 0.27932847650282344] Predicted: 4.114026323186988 Movie Vector: [2.0498152770360423, 0.5254303168093374] User Vector: [1.86144529886336, -0.051151127834841874] Predicted: 3.788742657673621 Movie Vector: [2.052470248316603, 0.10316231663932685] User Vector: [1.8561557827137964, -0.6117250307320755] Predicted: 3.7465975489442997 Movie Vector: [1.3894610712343236, -0.5820609421268146] User Vector: [1.532015800316527, -0.5121912779187111] Predicted: 2.4268028528302135 Movie Vector: [2.1147357175945425, 0.3543614753615146] User Vector: [2.0737747199345846, -0.34585427871439284] Predicted: 4.262928038024961 Movie Vector: [1.9537705315032512, 0.10179486008651174] User Vector: [2.2887441317474235, -0.6604455076471195] Predicted: 4.404450880713408 Movie Vector: [1.847480580301308, -0.26619576523682065] User Vector: [1.8339160655707354, -0.3633124433146858] Predicted: 3.4848365509127257 Movie Vector: [2.2028466588398303, -0.2590351385590759] User Vector: [1.4390318067809513, 0.005054930200018533] Predicted: 3.168657002986895 Movie Vector: [0.9905141447397493, -1.5296843563618117] User Vector: [1.7263491196331062, -0.5500780589357672] Predicted: 2.551419023287519 Movie Vector: [1.9314876006492234, -0.5545858848068247] User Vector: [2.0971168550476045, -0.5338380128997147] Predicted: 4.346614229364448 Movie Vector: [2.0779348812634977, -0.06385055307677837] User Vector: [2.023335952640532, 0.5524228261049664] Predicted: 4.169087849527231 Movie Vector: [1.429166852465899, -0.45346504939772325] User Vector: [1.6007068749374935, -0.24931935958278725] Predicted: 2.4007348218839604 Movie Vector: [1.8677124358315085, -0.6448246040477578] User Vector: [2.0867532666400024, -0.02869369959867637] Predicted: 3.9159574300979383 Movie Vector: [1.3107591630685569, 0.20998632448065055] User Vector: [2.0163142078718135, -0.27415933880709153] Predicted: 2.585332611715152 Movie Vector: [0.9755206169614897, -1.1895075837257776] User Vector: [2.214331113583768, 0.17482596291055427] Predicted: 1.9521688453659942 Movie Vector: [1.7201022514742985, 0.5555710128657003] User Vector: [1.8625205088676793, -0.48299860780398096] Predicted: 2.9353856949699706 Movie Vector: [1.623997026412066, -1.5130410794838745] User Vector: [1.8946342199476667, -0.33473175304542113] Predicted: 3.5833432322989287 Movie Vector: [1.7080674476380626, -1.0559159875874897] User Vector: [2.2558328204522398, -0.03342077905436297] Predicted: 3.88840414284916 Movie Vector: [1.99113495872222, -0.595215014525941] User Vector: [2.014755419291776, 0.47399890127978983] Predicted: 3.7295186857163696 Movie Vector: [1.9333475266737645, -0.8082152134554207] User Vector: [1.750485647506187, -0.3271923051221191] Predicted: 3.6487388958092546 Movie Vector: [1.7203094949514695, -0.3557954890117429] User Vector: [2.0622264489431084, -0.14600771939817236] Predicted: 3.5996166287796427 Movie Vector: [1.060720490568917, -0.32626886447902353] User Vector: [2.0363592234977066, -1.044093430601817] Predicted: 2.500663132535489 Movie Vector: [2.1102145101194623, -0.035708310383483474] User Vector: [1.9855257238521422, -0.3871113441491537] Predicted: 4.203708284718084 Movie Vector: [2.190646478348155, -0.17489105896947107] User Vector: [1.637164244659285, -0.35151902490350956] Predicted: 3.64792562155367 Movie Vector: [1.8316723838628108, 0.3678388905038068] User Vector: [2.180474154209615, 0.21610967259051153] Predicted: 4.073407834185207 Movie Vector: [1.454379963845561, -0.7853172847211094] User Vector: [1.6536126356955865, -0.5639089739151621] Predicted: 2.847828549542432 Movie Vector: [1.4613427971305204, -0.34814450515198836] User Vector: [2.002311546411002, -0.5066166701600866] Predicted: 3.102439365893623 Movie Vector: [1.7619918752815462, -0.8083490411327485] User Vector: [2.108808661526725, 0.20171771279020628] Predicted: 3.5526454084199877 Movie Vector: [1.5991374090738761, -1.215523885941617] User Vector: [2.0573767987800142, -0.4708787110332089] Predicted: 3.8623925241320434 Movie Vector: [1.0055382084322035, -0.8417927144089131] User Vector: [1.4170199480026664, 0.17179968309610713] Predicted: 1.2802479782592322 Movie Vector: [1.363788518360409, -0.37601482832617844] User Vector: [2.217278553118582, -0.05086684493605173] Predicted: 3.0430257207160265 Movie Vector: [1.9219997172903664, -0.3025468394077812] User Vector: [1.8647722826945585, -0.2881705172093506] Predicted: 3.671276879342048 Movie Vector: [1.9685455860678953, -0.4375828647695842] User Vector: [1.8993434363569528, -0.37508333390247167] Predicted: 3.9030741778438776 Movie Vector: [1.3260494833554883, -0.31003347464656983] User Vector: [1.2444726242271955, -0.3956431757369921] Predicted: 1.7728949089004646 Movie Vector: [2.1359416004653995, -0.47591307920040893] User Vector: [1.7491181535731575, -0.32513988668533705] Predicted: 3.8907525529894254 Movie Vector: [1.7873297258156142, -0.19448579786929493] User Vector: [1.8678317299640497, -0.293414497689053] Predicted: 3.395496126475823 Movie Vector: [1.329032392945373, -0.2502109282443275] User Vector: [1.3434066855626228, -1.728363641564694] Predicted: 2.217886473111753 Movie Vector: [1.735050254548595, -0.43420619889395967] User Vector: [1.8515423128145423, -0.4192428341904479] Predicted: 3.3945567986037313 Movie Vector: [2.10019192737241, -0.1486489900489895] User Vector: [1.599481237461067, -0.4757826638058957] Predicted: 3.4299421953569302 Movie Vector: [1.4339164321508684, -0.7392797259150466] User Vector: [1.8743047073012429, -0.7522595286200239] Predicted: 3.2437265367921695 Movie Vector: [1.4099011435010897, 0.2512440782098731] User Vector: [1.6737266303796123, -1.1246218894431554] Predicted: 2.0772345001326498 Movie Vector: [1.3431922954089655, -0.5112069439904975] User Vector: [1.9731202389113955, 0.29604737508589013] Predicted: 2.498938428927217 Movie Vector: [1.6322518134912758, 0.15719009222567806] User Vector: [1.5408789008511452, -0.18671099616991016] Predicted: 2.485753261577229 Movie Vector: [2.0045640743570066, 0.14492303532993137]
avg loss: 1.0287227991475125: 100%|█████████████████████████████████████████████| 70000/70000 [01:50<00:00, 631.10it/s]
User Vector: [1.8273673926473102, 0.17834355588609196] Predicted: 3.6889211154027777 Movie Vector: [0.9785254016509438, -0.12502474743360997] User Vector: [1.8665254043060568, -0.1796374175251915] Predicted: 1.8489016436959875 Movie Vector: [1.0581815894529265, 0.3444196538305773] User Vector: [1.8405396748512517, 0.412273358433751] Predicted: 2.0896202459805924 Movie Vector: [1.6371064013656726, -0.6902765869040431] User Vector: [1.877897211748619, -0.42381451791156194] Predicted: 3.366866785364788 Movie Vector: [2.0784592252238427, -0.12257454639238222] User Vector: [2.0000669916310576, 0.11674702152971052] Predicted: 4.142747476614605 Movie Vector: [2.109277176565892, -0.09521360961016356] User Vector: [1.7222169759380916, -0.16605592430643568] Predicted: 3.648443744390915 Movie Vector: [1.9507543301311905, -0.4944986798646974] User Vector: [1.7562014460334792, -0.474106196530059] Predicted: 3.6603624637322545 Movie Vector: [1.5837116826936326, -1.5059237248077402] User Vector: [2.1970361405949044, -0.4040738596814562] Predicted: 4.087976215029219 Movie Vector: [2.140936899356374, -0.1841230418019957] User Vector: [1.9462441491702656, -0.41415641387111757] Predicted: 4.24304165281883 Movie Vector: [2.278466030718503, 0.0887738754105428] User Vector: [1.6527786691167583, -0.18955231978042478] Predicted: 3.7489727598587037 Movie Vector: [1.7346246432333783, -0.6477348362285673] User Vector: [1.0191726337508529, -1.4890514719215373] Predicted: 2.7323924775142996 Movie Vector: [2.1148331525892745, -0.17267886798994142] User Vector: [1.734633118952892, 0.09743944162930498] Predicted: 3.6516338950627905 Movie Vector: [2.1319987014956947, 0.52317197762902] User Vector: [2.165429649110946, -0.03657140508092635] Predicted: 4.597560065763954 Movie Vector: [1.7481561197418862, -0.5129879572808308] User Vector: [1.719834897711673, -0.5596584800493001] Predicted: 3.293637961835707 Movie Vector: [1.7980427383728346, -0.6438666175900541] User Vector: [1.693923814173486, -1.2074160769864681] Predicted: 3.823162318944581 Movie Vector: [1.9438533331748604, -0.07827871467489358] User Vector: [1.922202602674325, -0.75335555597245] Predicted: 3.795451640860592 Movie Vector: [1.6076383231604394, -0.0676128323013081] User Vector: [1.6518463946894433, -0.6414499759863656] Predicted: 2.698941817733198 Movie Vector: [1.826779774840581, 0.4359163981063223] User Vector: [2.1214673825427326, -0.6042606327480697] Predicted: 3.612046588868064 Movie Vector: [1.9090970418486979, -0.49334455733968474] User Vector: [2.2446643429246986, -0.7411557825600366] Predicted: 4.650927228487622 Movie Vector: [1.8445076056506724, -0.717660628991044] User Vector: [1.4649909468060673, -0.6026505098599194] Predicted: 3.134685487561014 Movie Vector: [2.1229177966394945, 0.104416285638351] User Vector: [1.6100169179054449, -1.6228160657773014] Predicted: 3.248485142049429 Movie Vector: [1.9192051081961132, -0.5632069976014564] User Vector: [1.7996477815314942, -0.20970459726071933] Predicted: 3.572000311875479 Movie Vector: [1.5113323087913297, -0.0924086353014958] User Vector: [1.894675721834417, -0.7954752172549022] Predicted: 2.936993412333575 Movie Vector: [2.016055001013006, -0.4965931531355918] User Vector: [2.196703800768661, -0.028897029031842384] Predicted: 4.443025750047109 Movie Vector: [1.5330887894448297, -0.8109001951204798] User Vector: [1.6694879275588068, -0.6421919301848008] Predicted: 3.0802267873455413 Movie Vector: [1.9241208931010112, -0.4705791518481122] User Vector: [2.0733152290992125, 0.21800103535927617] Predicted: 3.886722407972926 Movie Vector: [2.126252960385052, 0.7416434009695283] User Vector: [1.3397687932897213, -0.215253099493111] Predicted: 2.6890463221864755 Movie Vector: [1.9907393314270339, -0.17536774608217265] User Vector: [0.9044407762502769, -0.09150518293886944] Predicted: 1.81655288391465 Movie Vector: [1.9589672390780108, -0.3616698019539568] User Vector: [2.1472996960143034, -0.5980963817538506] Predicted: 4.422803156912486 Movie Vector: [2.076919766688054, -0.1432344275259438] User Vector: [1.967077571545716, 0.15425895938543627] Predicted: 4.063367097213712 Movie Vector: [2.3071224831832398, -0.5416296845813444] User Vector: [1.9694569561324564, -0.07121144507858068] Predicted: 4.582348655691311 Movie Vector: [2.0381546649668443, -0.5111673869456488] User Vector: [1.7055135184407435, -1.211566269596562] Predicted: 4.09541349791518 Movie Vector: [0.8282872037295443, -0.6884324757939855] User Vector: [1.6840892791214772, 0.1372876332664866] Predicted: 1.3003963345688885 Movie Vector: [1.8879792375151108, -0.43003717268463226] User Vector: [2.165778806869711, -0.4438339513070286] Predicted: 4.279810517981787 Movie Vector: [1.8244529132142167, -0.962309247557913] User Vector: [1.6613429005071128, -0.1361414876360196] Predicted: 3.1620521072063914 Movie Vector: [1.6284161528203707, -0.8316123341918075] User Vector: [1.6982794043737757, -0.4293311723221751] Predicted: 3.1225427124405636 Movie Vector: [2.218569663978992, -0.09345615191955348] User Vector: [1.8106104761238084, -0.15547045866394985] Predicted: 4.031495146414741 Movie Vector: [2.024720730718316, -0.422807992200684] User Vector: [2.050230316958794, -0.28888323320391035] Predicted: 4.273285965305041 Movie Vector: [1.6291196228671387, -0.6752905119397653] User Vector: [1.7840455177751577, 0.10314505771280459] Predicted: 2.8367706822687375 Movie Vector: [1.424698954660002, -0.22802490501585165] User Vector: [1.545923601046709, -0.05663255703228408] Predicted: 2.2153893718335635 Movie Vector: [2.0574238550491786, -0.3904130514776211] User Vector: [1.8978507473024118, -0.5056431352140728] Predicted: 4.10209308020053 Movie Vector: [1.9932696547425683, -0.7721261480153558] User Vector: [2.1220233608413404, -0.4637989426539789] Predicted: 4.587876062864894 Movie Vector: [1.8548110883459787, -0.31707519706719267] User Vector: [1.6721700714235985, -0.46218360168026157] Predicted: 3.2481065466607713 Movie Vector: [2.073632050519066, -0.17499325501297747] User Vector: [1.9455069570306127, -0.3207099220771033] Predicted: 4.090387653785729 Movie Vector: [2.021310320888896, -0.36424762236408725] User Vector: [1.8708858219731597, 0.25832190480659906] Predicted: 3.6875476815286876 Movie Vector: [1.6922200780507535, -0.8495677166112611] User Vector: [1.8108729952212257, 0.16503158210569152] Predicted: 2.924190136934988 Movie Vector: [2.290786964017539, -0.13269806173636178] User Vector: [1.8658421064339794, -0.7510859262998616] Predicted: 4.3739144209514365 Movie Vector: [1.9261096869479715, 0.007210311469781543] User Vector: [1.9570622342837485, -0.3452596854136209] Predicted: 3.7670270975441773 Movie Vector: [2.1844684570997854, -0.47650034761046256] User Vector: [1.9018378153861302, 0.004179936392434596] Predicted: 4.152512977086582 Movie Vector: [1.7639371853243142, 0.10809660864980053] User Vector: [2.24399607178923, -0.474971714567439] Predicted: 3.906925283201391 Movie Vector: [1.422332637311032, -0.3085665958654455] User Vector: [1.908014527292322, -0.1673678708755688] Predicted: 2.7654754688047722 Movie Vector: [1.1114921090111298, -0.0938777289564631] User Vector: [1.6449314825968728, -0.447245463268558] Predicted: 1.8703147511481362 Movie Vector: [1.9420806196707703, -0.04104824530750577] User Vector: [2.081259863136326, 0.2160580289918835] Predicted: 4.033105641720984 Movie Vector: [1.2398690969533013, -1.2581983423414203] User Vector: [1.119386036797448, -2.0988545688571048] Predicted: 4.028667493937912 Movie Vector: [2.012085507492194, -0.29489584564267124] User Vector: [1.6444732712889831, -0.6155349931483644] Predicted: 3.4903395489459847 Movie Vector: [2.3657155101247365, -0.2829846163188591] User Vector: [1.5904003358528476, -0.6514447684192088] Predicted: 3.9467835896787093 Movie Vector: [1.748224838982091, -0.24653246299050297] User Vector: [2.0179177779857667, -0.5558345212117938] Predicted: 3.6648052360277563 Movie Vector: [2.133426919376282, -0.15853509102774802] User Vector: [1.8363256060040203, -0.18570449284702073] Predicted: 3.947107159266705 Movie Vector: [0.9086562526840687, 0.017621207384804993] User Vector: [2.0263100343651055, -0.7329374861232867] Predicted: 1.828304039159247 Movie Vector: [1.8536766333369679, -0.4520488972880351] User Vector: [2.271601186241389, -0.7856424672194927] Predicted: 4.565962850165423 Movie Vector: [2.123695378865793, -0.18045408469858776] User Vector: [2.0420848184699705, -0.09781471489015453] Predicted: 4.354417157082224 Movie Vector: [1.0565162436044575, -0.44453645328999414] User Vector: [2.134935884787287, -0.3659691001155281] Predicted: 2.418281047110911 Movie Vector: [1.810165678746187, -0.9523193002838529] User Vector: [1.965243575164513, -0.7988059754483926] Predicted: 4.318134817740828 Movie Vector: [2.095471650080797, -0.03283394401410798] User Vector: [1.651905060252012, 0.10562339648716883] Predicted: 3.458052189696262 Movie Vector: [2.115268008156987, -0.3246324013746536] User Vector: [1.9559654440848144, -0.21874310628650986] Predicted: 4.208402228811123 Movie Vector: [2.1333404822964206, -0.2160557419077883] User Vector: [2.181352655282316, -0.056923265562380004] Predicted: 4.665866524051447 Movie Vector: [2.098523710819963, -0.21781402734955238] User Vector: [1.8459976390987183, -0.17411035341625514] Predicted: 3.9117934930471816 Movie Vector: [1.7375564551095142, -0.9596068060035672] User Vector: [1.948619127025385, -0.09050003859308195] Predicted: 3.4726801956903306 Movie Vector: [1.7104671571067198, -0.2615528765442388] User Vector: [2.191957600019637, -0.3992447643206858] Predicted: 3.853695101157359 Movie Vector: [2.3277153380766786, -0.15457261669615524] User Vector: [1.22855438256036, -0.6949579976500407] Predicted: 2.9671463561377607 Movie Vector: [2.011367406556563, -0.2860993019434954] User Vector: [1.7989126582370383, -0.4251055149956977] Predicted: 3.7398966791126034 Movie Vector: [1.080441213220004, -0.09215882459220914] User Vector: [1.1934769627733466, -1.5333475536080379] Predicted: 1.4307932058408164 Movie Vector: [1.7092803711019602, -0.3655768077923689] User Vector: [1.759509492153764, -0.36211478352740273] Predicted: 3.13987580432238 Movie Vector: [2.161392537462781, -0.5504957165505704] User Vector: [2.032795581326868, -0.53835722275222] Predicted: 4.6900325447663676 Movie Vector: [1.628445160640391, -0.5740154825650664] User Vector: [1.7032874987257136, -0.07457212595162602] Predicted: 2.8165158393431895 Movie Vector: [1.7644489887985708, -0.4520338699953127] User Vector: [2.0966707154482958, -0.6765484798147857] Predicted: 4.005291351286445 Movie Vector: [1.29453957423537, -1.1229606248127602] User Vector: [1.7064405545582808, -0.5193325913275556] Predicted: 2.792244880198667 Movie Vector: [1.7097912192007079, -1.0760946956357234] User Vector: [1.7665927471948213, -0.2700494756797337] Predicted: 3.3111035753955314 Movie Vector: [1.8327023927715773, -0.23179687344686759] User Vector: [1.9747120998990448, -0.1226616328082875] Predicted: 3.647492173496814 Movie Vector: [1.6056575544674598, -0.1608245447656829] User Vector: [1.8074203926943744, -0.2570757566698385] Predicted: 2.943442299164985 Movie Vector: [1.303314467462863, -1.8767062584309055] User Vector: [1.749245729356365, -0.16727601297226327] Predicted: 2.593745206648194 Movie Vector: [1.6297830142148528, 0.25464722904666276] User Vector: [1.867500666301591, -0.12174811529583422] Predicted: 3.012618044771515 Movie Vector: [1.8702116930922315, -0.5063689457388554] User Vector: [2.0551822431075655, 0.07934016473026048] Predicted: 3.803450466926081 Movie Vector: [0.8337976790928174, -0.3676451515923057] User Vector: [2.3077467139575143, -0.8266510630350545] Predicted: 2.228108109415315 Movie Vector: [2.116708517680241, -0.296023698185007] User Vector: [1.7310629440508791, -0.41338018674009913] Predicted: 3.786526009948343 Movie Vector: [2.272857994668514, -0.3392136706390047] User Vector: [1.8527446597159558, -0.17481065321543002] Predicted: 4.270323675258814 Movie Vector: [1.6876209568545533, -0.4272431921669283] User Vector: [2.061472293001908, -0.07150161498339384] Predicted: 3.5095324218756256 Movie Vector: [1.6187912222595522, 0.962050663619554] User Vector: [1.8424563086010404, 0.03425565983660562] Predicted: 3.0155077800386327 Movie Vector: [2.047373542536032, -0.3760845236521396] User Vector: [1.972920864047214, 0.0700454802076782] Predicted: 4.012962957509703 Movie Vector: [2.0377245710024883, -0.14224387654192056] User Vector: [1.8904025243710256, 0.013581137331383058] Predicted: 3.850187839374105 Movie Vector: [2.0129139493322206, -0.35990617777295575] User Vector: [1.8295885109251613, -0.21849095794504164] Predicted: 3.7614404807311748 Movie Vector: [1.4866369556946766, -0.3314188248273471] User Vector: [1.882805757608566, -0.5453588504149474] Predicted: 2.9797908089693226 Movie Vector: [1.7544213011794818, -0.2207229908640789] User Vector: [1.1082226353758942, -0.9056175909758413] Predicted: 2.1441800212120405 Movie Vector: [1.9917139561997417, -0.08739108623981792] User Vector: [1.6821793729293995, -0.6579136290379318] Predicted: 3.4079159205884206 Movie Vector: [1.6703182996041317, -0.21878925849225] User Vector: [1.5336437921708586, -1.0535357207581602] Predicted: 2.792175590277037 Movie Vector: [1.8652013769360918, 0.02257228130225178] User Vector: [2.4549502235832947, -0.6028010263146357] Predicted: 4.565369943001867 Movie Vector: [2.163763249571122, 0.5226355140429801] User Vector: [1.7531563618949781, -0.014874309779445614] Predicted: 3.7856414640825484 Movie Vector: [1.289530930840947, -0.22291296758290302] User Vector: [1.8017755057837224, -0.3808908552709602] Predicted: 2.4083507560133417 Movie Vector: [2.2462453561205478, -0.14686855210991098] User Vector: [1.9750353976683401, 0.8563537989613091] Predicted: 4.310642647638939 Movie Vector: [1.5952983084831365, -0.08398225718242114] User Vector: [1.7092463761315226, -0.4622035085693917] Predicted: 2.7655747465508407
avg loss: 0.6353892829207637: 0%| | 0/15000 [00:00<?, ?it/s]
Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.396989664774541 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.597840949529426 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 3.7851227296489505 Movie Vector: [1.9107715104859835, -0.3832921636613594] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.05160635225937 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.9639459403197201, -0.3825490484912245] Predicted: 3.8502223982260335 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.2671433226114517, -0.6563642612258018] Predicted: 3.98543939194813 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.0658110150187605 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.156655900251408 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.813643022089072 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.6093861248336718, -0.0357658882134622] Predicted: 3.0489779926275546 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [2.070265235228405, -0.6915353679449538] Predicted: 4.282441565898164 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.2384744922181348 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.9205198449127878, -0.20723357842206175] Predicted: 3.868144381662545 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 2.9764620111254505 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.8839185047116718, 0.7744172990838148] Predicted: 4.087852487064094
avg loss: 0.8460353087101897: 0%|▏ | 70/15000 [00:00<00:21, 695.68it/s]
Movie Vector: [1.608325204705704, -1.2571437136869617] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.58732480234961 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.674588855538382 Movie Vector: [1.9217052972479942, 0.9503499123816846] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.351360844567672 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 4.7423227768154375 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.5847069464790815, -0.43988668773293726] Predicted: 5.649390350727791 Movie Vector: [1.6130452122097185, 0.4432241263064516] User Vector: [2.159681076222879, -1.0561158949931069] Predicted: 3.0155671750645716 Movie Vector: [0.8878397897843399, 0.12779340312372944] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 1.9100793708071095 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.2998964037007483 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.105931524482821, -0.03785020752914644] Predicted: 2.2034693063241737 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.434692343906522, -1.2094486445453991] Predicted: 3.4061216530682685 Movie Vector: [1.8751129513162637, 0.3854549786197366] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.7786316329182337 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.5229840568238275 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.7413799403936197, -0.540348996147843] Predicted: 3.8698204619265204 Movie Vector: [1.6553265275166285, -0.6232864043863224] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 2.1257332350875338 Movie Vector: [1.516995315529609, -0.5439746205472714] User Vector: [1.292760431468225, -0.7898861271868121] Predicted: 2.3907895249513333 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.9444063467783392 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.634941555045639 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.9287144522038058 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.3966334160519267 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.622077459279785 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 4.139631106602867 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.189984000848741 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 4.230232438062104 Movie Vector: [1.722182112235672, 1.082473079962069] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 2.8230573499710054 Movie Vector: [1.4353508706769251, -0.8112407669404298] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 3.136400961427784 Movie Vector: [1.3259209413036128, -1.1127565571096736] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.9319787819553573 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 2.7529058367707027 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.809370541580327 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.8010093565028846 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.016172759614623, 0.05881875538817839] Predicted: 3.5380867084763796 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 4.73089543862248 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.9117888743145952, 0.1669119721499493] Predicted: 4.2311740009320715 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 4.07254447849037 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.5034176161529342, 0.15431347835550746] Predicted: 2.90941644139871 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.8804305119600149, -0.023590729728721862] Predicted: 4.024995338681482 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 4.415942718597087 Movie Vector: [1.3124799738494137, -0.2767922168878195] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 2.9765846198676273 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.9298011752348017 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 1.6192980307276588 Movie Vector: [1.6262741823523574, -0.2898178284794755] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 3.738493547205616 Movie Vector: [1.7863747324408676, -1.0454070976280674] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.874519567289693 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 4.136532795379352 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.08787529166951 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9639048081875747, 0.436610322708807] Predicted: 4.121063643441815 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 2.9348954229208757 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.5553951209684118, -0.9511323036188765] Predicted: 3.779994270238417 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 2.971348463498287 Movie Vector: [2.120172744510065, 0.09787862876272119] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.428814102015859 Movie Vector: [1.130627448673548, 0.2410585408716211] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 1.7778242943660536 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 4.054441654784651 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.956389908663734 Movie Vector: [2.0874347701620226, -0.7420158990728355] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.62667896087804 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.2864358609770377 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.204828298410906, 0.7131371460794731] Predicted: 4.863045600011337 Movie Vector: [1.262035435988099, -0.2559423396635826] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 2.677069667011978 Movie Vector: [1.226883069877539, -0.1939418016395341] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.5790243158254054 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.7766557170707564 Movie Vector: [1.3978694911581429, -1.2088618412189058] User Vector: [1.912733848870456, 0.41972650961929564] Predicted: 2.166360930814734 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8162847911966242, -0.2901935494758527] Predicted: 3.1572730283299104 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.0310851410303465 Movie Vector: [1.619213644312214, -0.5207790681731791] User Vector: [1.6533047341622231, -0.5897245430769862] Predicted: 2.9841697817839363 Movie Vector: [1.262035435988099, -0.2559423396635826] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.116462614969712 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [1.84494287219662, -1.0919701672766473] Predicted: 3.694403623803981 Movie Vector: [1.5111851037283517, 0.9200932090115352] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 2.4024852732449373 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.951387363203895 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.969569383874651, -0.4156415186051253] Predicted: 4.070756384490897 Movie Vector: [1.577343894230668, -0.9848927321016558] User Vector: [1.691900131089057, -0.6208494304238874] Predicted: 3.2801784331753296 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.7748611191540333 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.1724960421260633 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.0154730649890524, -0.27112623384800444] Predicted: 3.912022764347121 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 3.5321119435763695 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.2336858094264227 Movie Vector: [2.361929458854764, -0.680580333116347] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 5.052932678444156 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.9631218826988595 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 4.684780043378371 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.0911447341324 Movie Vector: [1.2863786967968578, -0.4945991041005119] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.435691705846232 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [2.1695879305199757, -0.3193580974872035] Predicted: 4.387024089020685 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.7425880581247815 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.235054460024316, -0.9457142686833839] Predicted: 2.4043763707928703 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 2.2746159176481178 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.769273641469903 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.1349855318304223 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.8898321039909594, -0.4288250723069346] Predicted: 3.6948885788729067 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.082255376833998 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.037487393542885 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 4.935417104698259 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.3931733920600613 Movie Vector: [2.0130719075354304, 0.10978592044496191] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.5003835134501626 Movie Vector: [1.6422596038045025, -0.24912950277880175] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.1078329639080375 Movie Vector: [2.0214290468460745, -0.9130359701747105] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.033670270292108 Movie Vector: [1.7867265057864752, 0.041825415794177784] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.0697290593011903 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.9599081954442115 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.951101585883301 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.7782546931900036 Movie Vector: [1.7250160845700742, 0.34338712974937163] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.358676522221844 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.6349285515963916 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.079445570118023 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.1165612986393496
avg loss: 0.9374299388543104: 1%|▍ | 140/15000 [00:00<00:26, 567.65it/s]
Movie Vector: [1.400783570246851, -0.49290331615610294] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.6846583019901704 Movie Vector: [1.9511742851966298, -0.0002814333057658599] User Vector: [1.8188117261004386, -0.6163664579467437] Predicted: 3.548992135631095 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.737106530060166 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.9103747134720896, -0.005061419866511516] Predicted: 3.7836696774447223 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 2.6401096556976826 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.542895237381252 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.3453728800834575 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.3617178492226008 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.8171583026419063 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 3.7242884427630885 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.142781170119175 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 3.326103486008665 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 4.234649693877339 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.132552288871199 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.962123151498981 Movie Vector: [1.8089613198050545, -0.6516492998150991] User Vector: [1.5901948675672364, -1.2657272249373348] Predicted: 3.701411266268974 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.686510932617605 Movie Vector: [2.361929458854764, -0.680580333116347] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 4.422713025249746 Movie Vector: [1.3708110068313601, -0.04540221351906522] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 2.4473233153915577 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.155491975807283 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.249225709505165 Movie Vector: [1.7867265057864752, 0.041825415794177784] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 3.7267554962357976 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [2.3847679449090085, -0.6091860996815402] Predicted: 4.2744060078436545 Movie Vector: [1.3761708693636512, -1.286905530213616] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.087665097689832 Movie Vector: [1.9214755896028461, -0.5220546377886168] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.832804029976395 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.0415234348298883 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.503932654387841 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.34612170811235 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 3.7964201956530546 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 3.101952827927457 Movie Vector: [1.838380540588442, 0.733649735132549] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.121652520818765 Movie Vector: [1.7718928854521072, 0.18727201139331393] User Vector: [1.8667510838963386, -0.1218652346183298] Predicted: 3.2848610168600394 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.8928877704157347 Movie Vector: [1.3338025051511033, -1.0149289136667443] User Vector: [1.5712920004343207, -0.42497419395901936] Predicted: 2.5271118035144133
avg loss: 0.8446803994930093: 2%|▋ | 234/15000 [00:00<00:20, 716.20it/s]
Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.47565234226093 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 2.946037004661425 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9953757899453306, 1.0261548051587515] Predicted: 3.31920075407944 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.828424256375085 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 2.7640492147279856 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.5509971411561705, 0.28124571605679904] Predicted: 4.320207091015733 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.549922747826774 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 3.5815871553412544 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.798127437729465, -0.6941968359968669] Predicted: 3.842418363610284 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.2558773019876472 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 2.8477289141558866 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 3.959289264570866 Movie Vector: [0.7207352038441415, -0.6344761498084557] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 1.5042011976262686 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 1.720700862146801 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.887413703043519 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.3847679449090085, -0.6091860996815402] Predicted: 4.368943483044038 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.9693630874305412, -0.6262016901259138] Predicted: 4.443165564349509 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 4.03770446539325 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.0077953702240254 Movie Vector: [1.7923777163415013, 0.5368281594350729] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.6168711697415237 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.6426554003939198 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.437145570436919 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.7125205429721646 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 3.8066267048494846 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 4.433201013379717 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.424224902728854 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 5.026740662931696 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.764289520052683, -0.5325715460410576] Predicted: 4.008516213806725 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.6156399904792402 Movie Vector: [0.4209544776177153, -0.5262399463741712] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 0.754536057194754 Movie Vector: [1.2632941689506203, -0.6647261820404179] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 2.6226847021853676 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 3.9522449606599253 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.595215555325883 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [2.013298129270943, 0.02079888568556235] Predicted: 4.213674454249466 Movie Vector: [2.0023654631392716, 0.6320586854864261] User Vector: [2.3593250208602177, 0.6237041616336029] Predicted: 5.1184485706253895 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 2.277939227713173 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.7251634773567708, -0.659799656680235] Predicted: 4.035408044207582 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 2.907375932987371 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.6649047847906764, 0.036797288167382355] Predicted: 2.3461900956613944 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.8558341356670414 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.6981136597232793 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.9535850108212225 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.4478532060281344 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.1592758048253753 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 2.8507730875946486 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 4.1543360935187446 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.8242558079798434 Movie Vector: [1.9217052972479942, 0.9503499123816846] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.7176534608849487 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 2.7202515802673912 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.980836425436316 Movie Vector: [2.2427818224624803, -0.32021236380321244] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 4.8342528476505064 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 4.222983065339115 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.518340490055724 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.691900131089057, -0.6208494304238874] Predicted: 3.1375727078300173 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.845540501052672 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.451589825965633 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.86365398721451 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [2.172945560314143, 0.18119748111990758] Predicted: 3.2051959451111665 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.6105435407506015 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.4473641645003568 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 3.766414355470135 Movie Vector: [1.3488569245105353, -0.9252838093766206] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 2.9132127170307083 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.106739770277012 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 1.9796926575943454 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.4837235913282305, -0.22222415623017241] Predicted: 2.7766808142667263 Movie Vector: [1.516995315529609, -0.5439746205472714] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 3.566749632559579 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 3.66431062743943 Movie Vector: [1.3928292376148008, 1.3758035593535347] User Vector: [2.094561697569865, 0.03421825625087642] Predicted: 2.9644443711082253 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.70963223300805 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.639439229716126 Movie Vector: [1.6192097190925765, 0.4640827618510366] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.3598149244375426 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.9584015128079533 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.373567695785766 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.594165004157238 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.8159412281543976 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.5025868417924104, 1.115282760528382] Predicted: 3.676809864428745 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.2054390320119106 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.215468343253716 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 4.012599275462523 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 4.182082014970851 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [1.675454193502885, 0.05934914190735964] Predicted: 3.145058678516556 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.7975516149285595 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 5.072217178295855 Movie Vector: [1.7887893204637781, -0.4577451154943037] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.9128946376916423 Movie Vector: [2.045568802728415, -0.20788072304172558] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.9025600905567455 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.580918209309776 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.2771098199946795 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 4.383285824483524 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 4.7752527868387 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.1222904666084075 Movie Vector: [1.8515777586707667, -0.5224642786427075] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.8609704871127253 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 4.7953443291862055 Movie Vector: [1.318794611040676, -0.66079815375943] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.5092771146392665 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 3.813177637147992 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.0562746089934234, -0.9250366919713895] Predicted: 4.371236523148095 Movie Vector: [2.286496314590871, 0.6796164702461397] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.160653651001984 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 4.013904216278067 Movie Vector: [1.9423965602318982, -0.2217614089131123] User Vector: [1.9659474125241374, 0.08319117013821664] Predicted: 3.8002009005847035 Movie Vector: [1.7287378534216737, -0.2764147426372863] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.7035747393158256 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.043669667004924 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.019804980104301 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 2.9133755864664823 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.267522694340964 Movie Vector: [1.9907301003792839, -0.47171204612229506] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.4968984397405896 Movie Vector: [1.759202542126255, -0.4276812145587882] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 2.9495552202402764 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 3.459456694481947 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.395528700470119 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.6171772734834664 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 3.642704142808683 Movie Vector: [0.86536534055672, -1.586740567163063] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 1.8970765625213515 Movie Vector:
avg loss: 0.9093679098171024: 2%|▋ | 234/15000 [00:00<00:20, 716.20it/s]
[2.4125141599063924, -0.286813993279496] User Vector: [1.9953757899453306, 1.0261548051587515] Predicted: 4.519556790186988 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 3.3163534129374814 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.5264215032188109, -0.8813626486416742] Predicted: 3.4991763091791084 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.755270332725278 Movie Vector: [1.6897564499517352, 0.12379795122821866] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.696527110670957 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.949401850671806 Movie Vector: [1.5625618381062731, -0.18121711737618978] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 3.2151431529712706 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.0974454164902627 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.2969979073589957 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.9205198449127878, -0.20723357842206175] Predicted: 3.655228087233923 Movie Vector: [1.262035435988099, -0.2559423396635826] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 2.7286833697814634 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.3437882847102234 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.971953480455325, 0.07022318007034903] Predicted: 3.8355153639329873 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 3.5201445962731936 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.4163796132751738, -0.38552470416048035] Predicted: 2.078400877829321 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 4.098938552871195 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 2.6050845741400948 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.603424613247085 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [2.403574064422115, 0.2973438754044894] Predicted: 3.8048511030170316 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.465882272657562 Movie Vector: [0.9850815047140201, 0.328045533865173] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 1.9163695603047088 Movie Vector: [1.4891871854765992, 0.12410835560219015] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.5826141946980936 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 3.559109572565281 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 3.9310954919808636 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.3009519280088284 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.357002331265943 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.113050639439377 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.4444454400111315 Movie Vector: [1.717243428855542, -1.056051932254176] User Vector: [2.3155264962827333, -0.7550178073753313] Predicted: 4.77366067444745 Movie Vector: [1.8508308879778665, 0.11872617939220684] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 3.03943024955921 Movie Vector: [1.573925578017847, -0.033851836607171185] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 2.586515031737036 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.723731358567114 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.404759007346344 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.154315046027164 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.267655482687765 Movie Vector: [1.8597272757294498, -0.09236886423889124] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.7909372299245 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 3.2336280796286303 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [1.742126281248175, -0.7427373096278526] Predicted: 3.4403692610670675 Movie Vector: [1.1370557093629188, -0.04338680439256199] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.407519732784891 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.4886894470274585 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.6316500186993654, -0.3953043550061627] Predicted: 3.96190044719867 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.862291355827841 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.249130412236444 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 2.7940765762558954 Movie Vector: [2.134278841843628, 0.776709093525398] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.5643848899022754 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [2.1295747008607733, -0.05167941234258269] Predicted: 3.978534320242216 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 2.9253661899509447 Movie Vector: [1.754904923950166, -0.9806767098705336] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.4463938856610614 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 5.2343296765361815 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.727176491997942 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.442357321122125 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.548079094758036 Movie Vector: [1.6731606468519784, -0.8565889237072276] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.174744434246672 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [1.6230289398266016, -1.2893720807956954] Predicted: 3.2572032471681256 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.9487039920298324, 1.1176458410740187] Predicted: 3.161551267077557
avg loss: 0.9878944463456438: 3%|█▎ | 408/15000 [00:00<00:19, 752.78it/s]
Movie Vector: [1.3813345566942068, 0.3815634702597082] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 2.8590616846626298 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.755879099727727, 0.7060875589462566] Predicted: 3.634385804766093 Movie Vector: [1.602254820522908, -0.3662475095291694] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.0643416216181447 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.6449924038522927 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 2.964304105360567 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.202548604717972 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.8713085130337617 Movie Vector: [1.5250924198540174, -0.557287114728746] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.2607309802321485 Movie Vector: [1.6566792842669986, -0.9563279179658184] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.2470473451834003 Movie Vector: [2.036314901225344, -0.4218224094326716] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.772753282465289 Movie Vector: [2.017191019047524, -0.07072953000012956] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.7735838060494964 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.1712748148430583, -1.1575465494443444] Predicted: 3.358880947802475 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.0678739280128164, 0.5255933743372] Predicted: 3.9557943157082436 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.2829141063300504 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.6203214165056563 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.059447483880122, -0.4077061841469915] Predicted: 4.182672425547696 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 4.061573594946532 Movie Vector: [2.0089740734365966, 0.1965995943799634] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.8297582967582375 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.8311648876183964 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 4.576537471239047 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 4.522847983732501 Movie Vector: [1.9916417926656036, -0.0416039892475528] User Vector: [1.8634434818272358, 0.47540667219838423] Predicted: 3.691533102599074 Movie Vector: [0.6796140016476531, -1.3411200237979872] User Vector: [1.523690278483379, -1.3404059676450468] Predicted: 2.833166530658805 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 2.7275800909674652 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.5897990401557716, -0.8807841875239181] Predicted: 3.346490733994964 Movie Vector: [1.6659865455127938, -1.7232259482462593] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 3.09591817153992 Movie Vector: [1.8227670620707637, -0.14813930906554706] User Vector: [2.056123722340799, 1.0856487274114015] Predicted: 3.5870073442585255 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.2933345275982577 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.888152513358184 Movie Vector: [1.2000263447516604, -1.1998059971545971] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 2.4533978466680737 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.4574204967154594 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.1843286063518916 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.2367208588236775, 1.160645529414869] Predicted: 4.178849896527307 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 3.6340118486399824 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.653909906168753 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.1842740363825746 Movie Vector: [2.0089740734365966, 0.1965995943799634] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.3086012894876955 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.7489946234020006, -0.7884627662445691] Predicted: 3.750574061583866 Movie Vector: [1.6394686422531464, 0.060609863718337854] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 3.849671569224046 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.723325833524906 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 2.6894060325954303 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.7342798349474187 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.1266641119377776 Movie Vector: [1.9332019182678768, -0.9459908940383137] User Vector: [1.7464164023399182, 0.324863266448332] Predicted: 3.0688578472303494 Movie Vector: [1.1215996740064298, -0.7649733563912511] User Vector: [2.078969812824585, -0.368115844323147] Predicted: 2.6133706773059395 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 4.0865464810145475 Movie Vector: [2.0216818328515562, -0.016025270616008183] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.5499889933160413 Movie Vector: [1.341234998829934, 0.20584250852710853] User Vector: [1.4672681646762797, -1.6569638815233936] Predicted: 1.6268778132211992 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [1.6505495674110615, -0.5044343445160941] Predicted: 3.9915611936048276 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.387335146996186 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.935542684526597 Movie Vector: [1.8761334968791845, 0.06704624310990812] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.260860176787582 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.418857985628218 Movie Vector: [2.172603961878531, -0.18100075459841997] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.2999626496044385 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.2835917969794024, -0.7959945131140491] Predicted: 4.10364943486173 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.5296123422768106 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.3521427838510656 Movie Vector: [1.1166674725350771, -0.3611837183799096] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 2.3986966335358977 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 4.021822309494248 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.9708082524918367 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.9837920190584457, 0.4819925065199553] Predicted: 2.5681502497129975 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.6609233317387915 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 4.072040615592767 Movie Vector: [1.8497558027012238, 0.23786708165267284] User Vector: [1.9438883461967618, -0.7264259316728919] Predicted: 3.422925931776891 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.491252505416558 Movie Vector: [1.4069173696148591, -1.36711624123183] User Vector: [2.040670003120459, 1.1130767959537877] Predicted: 1.3493487075554715 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [1.6429363502285377, -0.27125192459890324] Predicted: 3.0458499786261495 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.9347883896661422, 0.5551437058209264] Predicted: 3.8351049647000823 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.8972411988238473 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [2.103743956950586, -0.9845356950071066] Predicted: 5.26473280757737 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.6351526960328537 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.6747800555272787, -0.5146467703039864] Predicted: 3.094445822352676 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.318237758662132 Movie Vector: [1.8680641338398372, 0.21938994624642627] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.3659559379442223 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.4786167206855776 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.325758434340732, 1.3935342353975773] Predicted: 5.164963428586122 Movie Vector: [1.5766663743163134, -1.504627967812182] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 3.1950604116134427 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 4.366642104664625 Movie Vector: [1.1232712866857462, -0.2866277454834452] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 1.788012875365906 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 3.9843615868267084 Movie Vector: [1.5284476687604172, 0.03691943828809535] User Vector: [2.172945560314143, 0.18119748111990758] Predicted: 3.327923285227615 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [1.876871136571999, -0.22524378210535062] Predicted: 3.1661836715927167 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.6017913332444675 Movie Vector: [1.8908317209015066, -1.3717367658791402] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.550769482455808 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.293303766069949 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 4.043347532203712 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.6222426584001193 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.126698159189251 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.706812712405746 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.834114774545929 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 2.989365404402348 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.749821607742849 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.1291993791346306, -0.086487814584464] Predicted: 4.195142288356456 Movie Vector: [0.9097230278915889, -0.36373348438898784] User Vector: [2.073530307995742, -0.9033642256943746] Predicted: 2.2149220876990405 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.8836673941508564 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 4.116803694227117 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 2.115592884993634 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.226503249692584 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.7858332435484705, 0.3331200567271855] Predicted: 3.4042880848595867
avg loss: 1.0208359199487913: 3%|█▎ | 408/15000 [00:00<00:19, 752.78it/s]
Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.337707306870257 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.2356794886312312, -2.531088813036686] Predicted: 3.3368183642331584 Movie Vector: [1.7415978178670453, 0.6327770524577756] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.6500338859767982 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.2260364000155635 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.082919999618399 Movie Vector: [1.3326835753224604, -0.402162247376842] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 2.320826620715521 Movie Vector: [1.7947785186751022, -0.4602474825189391] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.6160161554436545 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 2.6675784496509354 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.6649047847906764, 0.036797288167382355] Predicted: 3.797218118981046 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 3.6174260428876495 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.283813722757405, -0.25604346978137593] Predicted: 4.069147185249186 Movie Vector: [1.6205821241385725, -1.7427507754618243] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.8067211422301384 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.8435347519422383 Movie Vector: [2.011917273101042, -0.08934616294767922] User Vector: [1.7631986642467843, -0.8352724375655123] Predicted: 3.6220382358192236 Movie Vector: [0.8909541539539894, -1.0581467628090635] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 2.773463280091437 Movie Vector: [1.2650970595141335, 0.23822851931864153] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 2.9011423799248885 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.2381360613108106 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.1151798873144148 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 3.639235410446128 Movie Vector: [2.134278841843628, 0.776709093525398] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 3.984407785811749 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 3.62804542162609 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.072700454873666 Movie Vector: [1.6731606468519784, -0.8565889237072276] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.537299483732907 Movie Vector: [1.450317346673037, -0.8935857855598528] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.074613514763803 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.6180381633934644 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.325758434340732, 1.3935342353975773] Predicted: 3.6523553375549165 Movie Vector: [1.6499489722200056, 0.18778561446769018] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.324819379474773 Movie Vector: [2.1845275447220756, -0.6983695855728876] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.686316441516777 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.3041262444112083 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.8834716166041985 Movie Vector: [1.3928292376148008, 1.3758035593535347] User Vector: [2.472760938534032, -0.16155441523606956] Predicted: 3.2218665933109514 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.8828579256154758, -0.7805673822264726] Predicted: 4.548811356043029 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 3.1821981860681547
avg loss: 1.033686162463987: 3%|█▌ | 494/15000 [00:00<00:18, 784.15it/s]
Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.5254856064420736 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.1642563711885683 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.98190855403272 Movie Vector: [1.8761334968791845, 0.06704624310990812] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.042117376837827 Movie Vector: [2.096802354200109, -0.0055412461449389685] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.83818357953607 Movie Vector: [2.182624478210368, -0.4579459912612763] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.8528534932765 Movie Vector: [1.0411456241548724, 0.6510860797479902] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 1.3673097885664094 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 3.945262006221202 Movie Vector: [1.9214755896028461, -0.5220546377886168] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.07779078579633 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [2.045881875131755, -0.16243855614353514] Predicted: 3.2666088332627856 Movie Vector: [1.6353066313510256, -0.02230239892263925] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.1318122636953167 Movie Vector: [0.5208372943074269, -0.2377484373795519] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 1.1676648818443647 Movie Vector: [2.0089740734365966, 0.1965995943799634] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.194858593164093 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.020364268468309, 0.3421181868297234] Predicted: 4.079035779066004 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.8872458235098262, 0.1677664064349858] Predicted: 3.318453544074538 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 4.440631078076281 Movie Vector: [1.305226309958479, -0.7171334012538267] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 2.9278860104175837 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9354048832335533, -0.697992072039503] Predicted: 4.372809257527331 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [1.8034813556012805, -0.3656082056238218] Predicted: 3.388419670742353 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 3.0065984233919094 Movie Vector: [1.359506850963715, -0.5695575974306964] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 2.8637026355342705 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.4996045354545062 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.642451825926659 Movie Vector: [1.748757324551664, -0.4531445007335702] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.292427466704743 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.955033094001038 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 4.025539480145561 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.3441445503779863 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 3.603888956842185 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.9186824312809643, -0.07396678760078915] Predicted: 3.977047539670101 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.086863392237556 Movie Vector: [-0.04782676696777344, -0.3418254852294922] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 0.030475912395151364 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 5.193167831587858 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.4361277243480597 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.7822691394661434 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.0565393966571888, -0.15016835088429079] Predicted: 3.7654147427042206 Movie Vector: [2.0781173440072913, 0.7714895449614593] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.629236598503038 Movie Vector: [1.1769175927630016, -0.15902654913620515] User Vector: [1.8477069539847526, -0.27921710599027694] Predicted: 2.219001753240625 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.466982613396674 Movie Vector: [1.4854319547289772, -0.20200698406019577] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.1154178374761274 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.036852108575466 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.163546350054968 Movie Vector: [1.3761708693636512, -1.286905530213616] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.3608645427838106 Movie Vector: [1.5190576347539249, 1.5213269386927837] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 2.314591035595329 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 3.286642140579097 Movie Vector: [1.4471843986569457, 0.135436368449942] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 2.786582773938398 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 4.149663931272875 Movie Vector: [1.8475865168191656, 0.46712079532579553] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.3857099515565228 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.8706770702503028, 0.5008799101301172] Predicted: 3.8776829113178777 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.4548754003784439, -0.22646005986899823] Predicted: 2.3112128425184 Movie Vector: [1.3711912188264537, -0.09572604384436205] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.3746978854393586 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.5953440670311805 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.488392211406043 Movie Vector: [2.210348875565283, 0.28791940922717263] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.4983933167300227 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 3.687258804602337 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.920990981742082, -0.23854476837916966] Predicted: 2.937634505509448 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 2.959590672082137 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 5.191264731061225 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 2.760592797797977 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.672832271005317 Movie Vector: [2.0834484417183607, 0.023641760611245375] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.6071999945023165 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.9298007594069693, 0.3945118358253452] Predicted: 3.938536071230117 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 2.9916107568294397 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.362945705406639 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 3.4933430587299417 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.405051557603798 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.796332814775905, -0.38942335463210476] Predicted: 3.866513903832757 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.685668237973443 Movie Vector: [1.584744532396399, -0.12323058749544041] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 1.9471377022788343 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.9824718046366576 Movie Vector: [1.9987866195899966, 0.7831439778284375] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 2.2777296580204256 Movie Vector: [1.5284476687604172, 0.03691943828809535] User Vector: [2.204828298410906, 0.7131371460794731] Predicted: 3.3962932955787766 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.5401255749184357 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.7076442328149102, -0.9639393704843402] Predicted: 3.029778076949865 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.0750341169254516 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 3.6309214824442657 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.029593346096669 Movie Vector: [1.8331717392828621, 0.2071399752545723] User Vector: [2.055335954956014, -0.2414299672405509] Predicted: 3.717773989917399 Movie Vector: [1.6353066313510256, -0.02230239892263925] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 3.5909722637099986 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.636089524404684, 0.4804106666066662] Predicted: 3.3243412253990385 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.235054460024316, -0.9457142686833839] Predicted: 2.2456963366294738 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.7723399353375133, -1.5708470124472447] Predicted: 2.8545385288777783 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.8083893142275824, -1.4300400338151906] Predicted: 3.165443149658667 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.434692343906522, -1.2094486445453991] Predicted: 3.6111038016265846 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.2796523884745232 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.885627993358616 Movie Vector: [2.055609805657053, 0.6649440869084294] User Vector: [1.511059463083281, -0.6686206084492288] Predicted: 2.661553329271443 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 4.009182383331209 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.8420623225643666 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [2.1097657413211888, 0.6838949311457456] Predicted: 4.687740076960418 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.049690833518459 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.985835091209754 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 3.0362135006338127 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.9967474823120024, -0.2501523530592932] Predicted: 4.198525003657016 Movie Vector: [1.6447152271148964, 1.0355141161350094] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.1411851303739966 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 4.11547248392313 Movie Vector: [1.1161075343367637, -1.0803812519769722] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 2.8157939122286058 Movie Vector: [2.101676515023826, -0.4391382258897035] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.098388255103455 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.9721593663188526, -0.29556441183344684] Predicted: 2.995007838843957 Movie Vector: [1.6905172129393704, 0.1595712696872229] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.884234602967295 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [2.31414736095071, 0.12257295554886527] Predicted: 4.135254067124818 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 2.662488344904765 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 2.7128813365841515 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.7686727657790335 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.2530993088432583 Movie Vector: [1.6566792842669986, -0.9563279179658184] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.2415375915045153 Movie Vector: [1.3089857676438326, -1.6920320271032883] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 2.5946521863049377 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.76617841352058 Movie Vector: [1.3259209413036128, -1.1127565571096736] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.281680654903931 Movie Vector: [1.9214305208164302, -1.162769565667106] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.165958849095992 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 3.371864285833122 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 2.2460994741664777 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 3.1356222339828785 Movie Vector: [2.079138557717143, -0.48811621132579613] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 5.459680569447282 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 4.1184159495855415 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 3.626179618043346 Movie Vector: [1.7074181008356564, -0.42309094303993877] User Vector: [1.9745982321513127, 0.23042098148618978] Predicted: 3.2739757331000585 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.722702295618571 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.330036325575646
avg loss: 1.033605536622492: 3%|█▌ | 494/15000 [00:00<00:18, 784.15it/s]
Movie Vector: [2.1772973332278274, -0.44290533858452213] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.383453681667216 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.7469021740982593 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.710854441340471 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.544770515559105, -1.3171906253311916] Predicted: 3.1565799410103503 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.7893254399268517 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 2.94711220084668 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted:
avg loss: 0.9924612051923606: 4%|██ | 646/15000 [00:00<00:20, 689.81it/s]
3.554727650117253 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 2.7939375901232126 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.8872458235098262, 0.1677664064349858] Predicted: 3.4171502722789575 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.8050863509673256 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [1.7274207977728406, -1.7243065966762205] Predicted: 3.944138862467948 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.6807642186255314 Movie Vector: [1.6024137103668588, -0.5186780050396711] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.3401869099651664 Movie Vector: [1.4968574854273218, -0.6400817174630455] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 1.8903201880443308 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 2.1683603874138746 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.4113764075519428, -1.0281476837796482] Predicted: 3.0454499149743444 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.0704059053957002 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [2.092058544861514, -0.10206106921418187] Predicted: 4.171568874004917 Movie Vector: [1.8443861358137636, 0.0180191105006918] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.705260164685444 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [1.9926156118487488, -0.6512760994717939] Predicted: 4.89857212611378 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.009140899924628 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.9533415272107795 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.5640035937362953 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [1.9160102005103343, 0.7127783450427894] Predicted: 3.9029993287865086 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.769240218869949 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.302917788685073 Movie Vector: [1.7387945265041318, -0.4971050500992355] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.3002556420077926 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.188968952609516 Movie Vector: [1.4688618661100967, -0.7056100319186547] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 3.819307846250158 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 2.98009198040445 Movie Vector: [2.079138557717143, -0.48811621132579613] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.6287520043043733 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 2.9281334918853257 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 4.2001875711569445 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.786360622357242 Movie Vector: [1.7767033790731543, -0.4759950743084916] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 3.488258925629973 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.5122609054506215 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.7083920103534815 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [1.8074661526298483, -0.23953200540348996] Predicted: 3.323935299257924 Movie Vector: [1.8418654218926205, 0.19075383385452893] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.496207459385703 Movie Vector: [2.1004099836669825, -0.322970771594816] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.721860432195982 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.927132620994877 Movie Vector: [2.0333799095980676, 0.037992842641620936] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.282376729710865 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.426147594006142 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.078969812824585, -0.368115844323147] Predicted: 3.6193330676044453 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [2.127020813734792, -0.7131739206613592] Predicted: 4.154964452246095 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 3.674831675794881 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.8275388878046397 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.4326535947724475 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.8213564831060136 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.876871136571999, -0.22524378210535062] Predicted: 3.365906377367345 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.410591660023993 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.0897170629272765 Movie Vector: [1.492893377004721, -1.224336105928392] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.408934975419028 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.576944661846329 Movie Vector: [1.3933208628458613, -1.2660010023255077] User Vector: [2.0643439882242647, -1.3898213060386684] Predicted: 4.6358087133816 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.734071128848882 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.0481662864165564 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.4327022663062072 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.257445118152893 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.7178692502999588, -1.2993950951002269] Predicted: 3.8015699718364404 Movie Vector: [0.9112549870787147, -0.7550112990448524] User Vector: [1.4163796132751738, -0.38552470416048035] Predicted: 1.5817584938957099 Movie Vector: [1.41726542351569, -0.73259677844223] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 2.726765455363201 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.896000893824725 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.771349013241556 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.668057786796353 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.013286442766353 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.5093699268351597 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9618092370264448, 0.48982623759775396] Predicted: 3.9921096418447877 Movie Vector: [1.1533124731251436, -1.0875932709049823] User Vector: [2.411130568568686, -0.8646338704220884] Predicted: 3.7211569383311787 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.1889072026985827 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.8192651109674218, 0.2721286757743887] Predicted: 4.526211059799702 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.523690278483379, -1.3404059676450468] Predicted: 3.438044773606416 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.343715155189019 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.127120973359532 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.802497168215316, -0.6457725482802769] Predicted: 3.256224100710732 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.1589790328971894 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.975925637116809 Movie Vector: [2.131400606731279, 0.4544875050415161] User Vector: [1.999912783676299, 0.10573211298971945] Predicted: 4.310669244772771 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.7622326374995283, -0.8286033403450426] Predicted: 3.524681966433386 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.729308283237677 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.3267675226600417 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 2.9015662070669177 Movie Vector: [1.1017846893305971, -0.452296336134286] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 2.259637821996885 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 2.9178506417390895 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 3.1703689900116174 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.995855500489536 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.445987804875477 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 4.065983452411535 Movie Vector: [1.9056562460863267, 0.17282072016790398] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 3.0245313098208686 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [1.8828579256154758, -0.7805673822264726] Predicted: 2.8396097582499746 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.7818424650146207 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 3.132801847030235 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 4.5237716563096475 Movie Vector: [1.9907301003792839, -0.47171204612229506] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.2150651726335755 Movie Vector: [1.6566792842669986, -0.9563279179658184] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.257239333602676 Movie Vector: [1.4734051340442331, -0.2187814868350495] User Vector: [1.5116663882209813, -1.5266743489439614] Predicted: 2.561305101341788 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 3.4069944358626247 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 3.4006121920328356 Movie Vector: [1.3822129170882844, 0.1703305018008785] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 1.9684178469321363 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.796623441379118, 0.17903875722881724] Predicted: 3.080737002116278 Movie Vector: [1.1288736978142595, -1.646820305335357] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.903052903236733 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.394723586535411 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.8330359350299705, -0.4675308648116162] Predicted: 3.756941453033242 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 3.396976637262672 Movie Vector: [1.8089613198050545, -0.6516492998150991] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.273617304995368 Movie Vector: [1.6024137103668588, -0.5186780050396711] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 2.928811067206066 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 4.0553753748189605 Movie Vector: [1.4037107006828005, -0.6186409806364596] User Vector: [2.1637768129113826, -0.8502804935308549] Predicted: 3.5633350245070146 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 4.116772853845161 Movie Vector: [1.4285577988894063, -0.7918306036510337] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 2.671696644552388 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.145807665776588
avg loss: 1.0177548499034093: 4%|██ | 646/15000 [00:00<00:20, 689.81it/s]
Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.9219837528968082, -0.12838731741676357] Predicted: 3.832348325861076 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 1.9729026134744658 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 4.309503495750457 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 3.2871142197122984 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.9394052389615548, -0.39469958075615386] Predicted: 3.5135931249158205 Movie Vector: [1.7708608747709509, -0.17382077835637433] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.187957043872578 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.27553196021301 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.3363976386921013 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 3.8450923293385477 Movie Vector: [2.278226217735427, 0.07108051275839947] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.4598596446962575 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 3.1177492415306682 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.0327137909279283 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [2.7069633051609037, 0.619991950209418] Predicted: 4.369614474358331 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.525134377370689 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.0739683220628824, -0.2636907724489874] Predicted: 3.7646679968730528 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.9623153940960782 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 3.7544992477889982 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.419201153535838 Movie Vector: [1.2780579263852927, -0.6257402020030378] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.198500044238168 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 4.366600252545017
avg loss: 1.0078314682638139: 5%|██▍ | 786/15000 [00:01<00:21, 675.18it/s]
Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.52676858858297 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.500192066258509 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.569308318204478 Movie Vector: [0.7950115203857422, 0.1565837860107422] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 1.6506338864156276 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.9205198449127878, -0.20723357842206175] Predicted: 3.428734387169066 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [2.1840992524196836, 0.31468347462042784] Predicted: 2.7428591674755944 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 4.016574400194633 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.159196585697255 Movie Vector: [1.5089864889128186, 2.0512903526771873] User Vector: [1.8074661526298483, -0.23953200540348996] Predicted: 2.236092311644077 Movie Vector: [1.357260054318331, -1.4348041491406935] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 3.332816601854761 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.889905325352424 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.4659898072608266 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.7733904781351426 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.2517449109983154 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.9214504984187397 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.431279149050429 Movie Vector: [1.3822129170882844, 0.1703305018008785] User Vector: [2.207550906659435, 0.2866985978375883] Predicted: 3.1001388943499095 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.114138897950481 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.292760983129574 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 2.343225813717531 Movie Vector: [1.3073640442561525, -0.7210702931706634] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 1.9903978464860543 Movie Vector: [1.941119990044628, -0.45555587313965634] User Vector: [2.0824191705244313, -0.2645884897855394] Predicted: 4.1627603200440815 Movie Vector: [1.1832992682461017, -0.8974175174771113] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 2.7640382190214057 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.8433792243784164, -0.9488433914461514] Predicted: 4.353593131289773 Movie Vector: [1.915524826069829, 0.3598982087720431] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.02878335694285 Movie Vector: [1.8115539793486843, 0.036519092201146394] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.203614971728913 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.8276993559278973 Movie Vector: [1.5575037187769039, -0.36410521759868325] User Vector: [1.7603329561198173, -0.23527539953397053] Predicted: 2.8273901259850893 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.650124649572632, -0.23859582403427623] Predicted: 3.632818787832284 Movie Vector: [1.748757324551664, -0.4531445007335702] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.3391948546879107 Movie Vector: [1.3867454675207207, -0.38500831598075896] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.968116085593623 Movie Vector: [1.4967206253694505, 0.6979054177260006] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.334667776436225 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.3166111914511442 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.703550783100135 Movie Vector: [2.1797866644951944, 1.3349083711408394] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.589416180903428 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.370923173441742 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.73191454399172 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.8683689741740883, 0.7043119727333226] Predicted: 3.225505062753174 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.3779127265716067 Movie Vector: [1.7672501829023235, 0.030970103433879747] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 3.4072230636991963 Movie Vector: [1.3696616506683101, -1.145823034238985] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.9706804886046267 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.93329258237009 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 3.0045072819340395 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.5733223821450277 Movie Vector: [0.17086531969859198, -0.5982252935751592] User Vector: [2.09809245138733, -1.1812744033819897] Predicted: 1.0651594642195106 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.977388725986763, 1.1428043798372953] Predicted: 3.2982589629676338 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.5494546677266852, 0.2046455661091742] Predicted: 3.1633923368481853 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.8993492470199547 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.8524150101272516 Movie Vector: [1.262035435988099, -0.2559423396635826] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 2.2276357639991176 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.586390481608552 Movie Vector: [1.4899614815156903, -1.414112547144512] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.616003788352865 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.7723399353375133, -1.5708470124472447] Predicted: 4.043783388260893 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.428141046308549 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.324459270686924 Movie Vector: [1.602254820522908, -0.3662475095291694] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 2.9122705492062924 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [2.400576140383763, 2.1649758793603215] Predicted: 2.907672457148246 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 3.964193488197903 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.2442829864714344 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 4.291055701437026 Movie Vector: [0.9611033496682507, 0.16110502429903198] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 2.062861778078892 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [2.127020813734792, -0.7131739206613592] Predicted: 5.042400382550331 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 4.366436731702125 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [2.472760938534032, -0.16155441523606956] Predicted: 3.6173946282999463 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [2.311487443891084, -0.5052116611245093] Predicted: 5.602678858452194 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.55719517318576 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [1.5749314196337687, -0.6920643308232911] Predicted: 2.943837614141751 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 3.122764561106121 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.671482414350688 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.1729507148858793, -2.1875926030618547] Predicted: 4.094407552520142 Movie Vector: [1.8227670620707637, -0.14813930906554706] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 3.5341776096392747 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 4.0698904013146695 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.861882012586896 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [2.0314769743086414, 0.8526634217648135] Predicted: 3.385093258791914 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.7622326374995283, -0.8286033403450426] Predicted: 3.745106347487449 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 3.474976507264158 Movie Vector: [1.9511742851966298, -0.0002814333057658599] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.839029670446956 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 5.008313236147884 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.824253072816572 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.9059733626382585 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.245557682931721 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 3.9657258680455376 Movie Vector: [1.8899637487489611, -0.24063859616499061] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 4.0159241222172 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 3.7007548470072344 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 3.6861227210005887 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 4.6357879690291135 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.6894104573296165 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 2.158617890952065 Movie Vector: [0.9097230278915889, -0.36373348438898784] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 1.892493459392661 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.1701235824171652, -0.5426262398320292] Predicted: 2.23068486482731 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.3950548536942984 Movie Vector: [1.708495605984778, -0.9472672343574263] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 2.251224789890167 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 3.414565525795597 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.606041287167737 Movie Vector:
avg loss: 1.0282726841186853: 5%|██▍ | 786/15000 [00:01<00:21, 675.18it/s]
[1.9441133860959108, -0.7586352674358673] User Vector: [2.0562746089934234, -0.9250366919713895] Predicted: 4.699396451034954 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.2333727423720524 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 4.070715973561298 Movie Vector: [2.0685009106367547, -0.01626787122179591] User Vector: [2.120911700720887, -0.674663956904504] Predicted: 4.398083130690213 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.750865383923008 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 4.161231893309759 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.0657722812668036 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 3.947192817938106 Movie Vector: [1.8751129513162637, 0.3854549786197366] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.551566918245723 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.0618477170363683 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.3988847164984097 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.630425751325809 Movie Vector: [2.120172744510065, 0.09787862876272119] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.5449339796833077 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 3.121935305702991 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.9278076632781485 Movie Vector: [2.0729605333149017, -0.9931397961958173] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.2462668355336493 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8083893142275824, -1.4300400338151906] Predicted: 3.315926316444785 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 5.16847934080933 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [2.020364268468309, 0.3421181868297234] Predicted: 2.2117748513869637 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.020354463291732, 0.02439611572416159] Predicted: 3.4662777701511507 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.9214904469705554, -0.6362760385675038] Predicted: 3.3758263324198516 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.5137056597066663, 0.28940514415677854] Predicted: 3.094773399483329 Movie Vector: [2.0697505765236657, -0.5641345466589464] User Vector: [2.0008538256781145, -0.8427659510859357] Predicted: 4.61670174699232 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.558071132364639 Movie Vector: [2.009375536974246, 0.7740084611651209] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.9899947140987106 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.6168358611730698 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 2.8670036904436538 Movie Vector: [1.8908317209015066, -1.3717367658791402] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 5.287812480065 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.3922846461672735 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 3.029353502593307 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector:
avg loss: 1.0145454675491639: 6%|██▋ | 855/15000 [00:01<00:21, 668.68it/s]
[1.4828080944292872, -0.04653083880304629] Predicted: 2.960374860232973 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 4.4979676323180895 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 4.0690177097490965 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 5.210165741975818 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.6429363502285377, -0.27125192459890324] Predicted: 3.39991462076088 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.100043786500465 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 4.293559471735423 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 3.9216471826499406 Movie Vector: [2.1258760631595774, 1.5453263895992961] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.746515161183037 Movie Vector: [1.8285525310049857, -0.5283829324513984] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.5138503263502328 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [2.1432895167923425, 0.3032818426198213] Predicted: 3.4001521830231134 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 4.020616666540602 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [2.221101054035979, -0.4797406395513427] Predicted: 4.379702931086699 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.7562170343555907 Movie Vector: [2.101676515023826, -0.4391382258897035] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 4.0088137791656075 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.7088117506443283 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 5.07088585722567 Movie Vector: [1.2808414599380349, 0.4121996189529788] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 2.2524895224560364 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 3.2413476229438336 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 3.8000681529145184 Movie Vector: [1.4633253002383804, -0.5474760961980468] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.7930851325295896 Movie Vector: [1.4950032175225911, 0.020986221458735924] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 2.7016459184599517 Movie Vector: [1.9645437276429587, -0.528061917534592] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.2315167209396023 Movie Vector: [1.8431607731409507, 0.6165802657711061] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.1208883084564483 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.7811759086628536, 0.28372205092956326] Predicted: 4.085024436236469 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.818052241256052 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.7479268585536896 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.4525964333991137 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.7567042767043253 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.193826870000422 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.136353676304561 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.241781675200965 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.80492817108546 Movie Vector: [1.046458290579195, -0.3065276731773939] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.9109047080047784 Movie Vector: [1.932783784395986, 0.4135882723822619] User Vector: [1.691900131089057, -0.6208494304238874] Predicted: 3.0133010948478454 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 3.3934227461936373 Movie Vector: [1.384670995843572, 0.01024046879840802] User Vector: [1.3518388483586248, -0.00010043695216066517] Predicted: 1.8718510158552895 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.329070282085797 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.3500333828904028 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [2.045881875131755, -0.16243855614353514] Predicted: 4.53969082473129 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.386470123738545 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.0876061624333104 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 3.533399921575506 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.013384936499607 Movie Vector: [2.326598723720149, 0.2282133989085226] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 5.033621055644553 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.40551008085962 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.414142296460568 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [2.127020813734792, -0.7131739206613592] Predicted: 4.056320293373093 Movie Vector: [1.9288510633243743, -0.3205645480885802] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.747857112044162 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.927639626169654 Movie Vector: [0.8439810200629203, -0.5914888221836802] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.2935964387423298 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.1523265971654064 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 2.758173621800603 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.466846962144018 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.038138856241577 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 4.055618627156851 Movie Vector: [1.8899637487489611, -0.24063859616499061] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.079677232055943 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [2.0154730649890524, -0.27112623384800444] Predicted: 3.9359295152915936 Movie Vector: [1.207601204813226, -1.4533283209610939] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 2.2025893356920254 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.74656198725315, -0.6870721952301984] Predicted: 3.132487325754394 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 3.7200829305683136 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.4166382571708955 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.16584692533596 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 2.5839638753507534 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.332896218041894 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 4.367267135998363 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.712201426967199 Movie Vector: [1.9634749105941132, 0.5676877547309519] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 3.482036029544237 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.5419688499254465, -0.13834439458127662] Predicted: 3.303487432000163 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 3.3286988584427046 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.580937590473473 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [2.2074584013216967, 0.45431155656391725] Predicted: 3.551232922066557 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.461468534591157 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.811781917581517 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.190807505259572 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 2.978001307469034 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 4.341251631110212 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.7889936596215055 Movie Vector: [1.1052029811099415, -0.12397208735416172] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 1.682957131410655 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.22815897257838 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.0828378319098664 Movie Vector: [1.5625618381062731, -0.18121711737618978] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 2.867870072502915 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.6560982179217896 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.8251298770601987, -0.8948343285885091] Predicted: 4.026994970955109 Movie Vector: [1.4891871854765992, 0.12410835560219015] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 2.8525499457841925 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 4.351804974535739 Movie Vector: [1.7183602058175502, -0.29229445487452277] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.618766344811976 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.798127437729465, -0.6941968359968669] Predicted: 4.106028901061375 Movie Vector: [1.4661966081029627, 0.2134176431048289] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 2.598110240916725 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.4854680808303344, 0.8656726253945725] Predicted: 3.998490268949762 Movie Vector: [1.9907301003792839, -0.47171204612229506] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 3.6223289105011607 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.43846874793155 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 3.4583751721341707 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [1.8225996556946003, -0.13485368606644624] Predicted: 2.566045013576793 Movie Vector: [2.0571798142172555, -0.7989693132974727] User Vector: [1.7476054741401614, 0.18454288084008239] Predicted: 3.4476946058379783 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.734576538087015 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.523940239283565 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.4113764075519428, -1.0281476837796482] Predicted: 3.6631993314099294 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.7340390247351853, -0.5541641088882013] Predicted: 4.275382037958458 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 3.962848690051233 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 4.698790837143603 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.9422075999949904 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.9455209744919653, -0.06754504693648923] Predicted: 3.89580478677035 Movie Vector: [2.0998401094739942, -0.8269562295292893] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.8598854000578338 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 4.057775320634517 Movie Vector:
avg loss: 1.015001293636817: 6%|███ | 943/15000 [00:01<00:21, 664.74it/s]
[2.3368832731672833, -0.35463955527220264] User Vector: [1.8872266419751627, -0.18716267688414884] Predicted: 4.476603660801168 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.930443447202924 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.5847069464790815, -0.43988668773293726] Predicted: 5.067016069226954 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.349440355142269 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.253974036485013 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.069383060343903 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.976659685961937 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 4.292534756655339 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.877759637974282 Movie Vector: [1.1154519679967194, -1.852445895125954] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.1543681398241166 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.924039156167011 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 3.9782546619539865 Movie Vector: [1.3813345566942068, 0.3815634702597082] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 2.2991468702216333 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.9502181962495015 Movie Vector: [1.8621535036300896, 0.11852740485657912] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 3.275688362557584 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 2.7217543765836 Movie Vector: [0.7489012298474109, 0.5912133194180736] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.5819503793811589 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.991877646711832 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 2.8634029848086797 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.087371961345865 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.9277010489839936 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.8373896396334075 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [1.4147191047922056, 0.05436261875899453] Predicted: 2.244035769220019 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.483873464040668 Movie Vector: [1.4169439204975105, -0.11897319846378315] User Vector: [2.5509971411561705, 0.28124571605679904] Predicted: 3.5811591879742513 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.7983752263652264, -1.2101818188161564] Predicted: 3.463846815727976 Movie Vector: [1.315350295338097, -0.0795826775334232] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.390601157937733 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.8868473164232564 Movie Vector: [1.6939060994560575, -0.6749793181748209] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.9603001813426344 Movie Vector: [1.4580632562792628, -0.6999943964231076] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 2.7724058222171 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.834174798088833 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 4.212132315579046 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.870202864344508, -0.44829961383218014] Predicted: 3.916373049883306
avg loss: 1.026787963155526: 7%|███▏ | 1010/15000 [00:01<00:21, 650.00it/s]
Movie Vector: [2.0089740734365966, 0.1965995943799634] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.120923100361335 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.096017612346677, 0.22929296751560369] Predicted: 4.046992624215609 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.3838837230532794 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.406114214506801 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.004361347734074 Movie Vector: [2.087484340956714, -0.8813344373754041] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 4.346969036695109 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.731668073845822 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.621661213520149 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.5120762348425805 Movie Vector: [1.4069173696148591, -1.36711624123183] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 2.842308323162241 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.138970556434925 Movie Vector: [2.138547897338867, 0.2589702606201172] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.28124750876173 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.034396932190127, -0.2941908840320053] Predicted: 4.243478856703844 Movie Vector: [1.8621535036300896, 0.11852740485657912] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 3.759459667006982 Movie Vector: [1.8577369548193712, 0.5386591138501022] User Vector: [2.151393895760849, 0.009311814410221076] Predicted: 4.00173983822629 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.479896382636603 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.3957241699360488 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.2090228756232344 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.241487624967607 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.7291366145597573 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 3.180384323359753 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.8216263891482005 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.639480010402955 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.3876721121051727, -0.19373934901411705] Predicted: 2.1242581753788867 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.5253936452681454 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 2.898320705819357 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.884994316487481 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.5928388380183574 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 4.057752694456206 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.8683689741740883, 0.7043119727333226] Predicted: 2.3393110608020344 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 3.8137142867874734 Movie Vector: [1.6002451602798122, 0.11465959669747099] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.4188234741125956 Movie Vector: [1.8283155037261167, -0.6943054874187684] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.3417273523948636 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.9072666010141606 Movie Vector: [2.045568802728415, -0.20788072304172558] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 3.817086104685052 Movie Vector: [1.6897564499517352, 0.12379795122821866] User Vector: [1.7476054741401614, 0.18454288084008239] Predicted: 2.9758736524610536 Movie Vector: [1.608325204705704, -1.2571437136869617] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.0081940320636233 Movie Vector: [1.6821842057728726, -0.4649603949188608] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.143222196018689 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.0059662875165833, -0.16156138494942096] Predicted: 4.427448837516874 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.8783267726351731, -0.4839231546489782] Predicted: 3.698176824878619 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.519563553389982 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.697744634010315 Movie Vector: [1.5723802585043938, -0.8311042027964548] User Vector: [1.6424140960357814, -0.7302840997176842] Predicted: 3.189441685406795 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [1.4745384934510404, -1.5045074055429701] Predicted: 2.9847155134251926 Movie Vector: [2.009375536974246, 0.7740084611651209] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.4578020808066725 Movie Vector: [1.2151117373069993, -1.3091322418007487] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.0952345821053564 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 4.440733820596138 Movie Vector: [1.5685278321977933, 1.0094391963078866] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.4643246794733655 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 4.291350925538526 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.8459286585206827 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [2.2627806734472027, -0.03771589577644197] Predicted: 5.451858917121371 Movie Vector: [1.0874005506051219, -0.36591649288109757] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 1.9619568559564475 Movie Vector: [1.946539910113518, 1.1721440973838928] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.214526229844764 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 3.8442989314923244 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.2047986399879735, 0.8784928313283425] Predicted: 3.7368956139611935 Movie Vector: [1.867563748750848, 0.4138357014341118] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.280139046497631 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 1.7079551265704072 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.912942029408627 Movie Vector: [1.7098882567799882, 0.5389877804492142] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.3986730305747828 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 3.9890194505828167 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.9304826342247168 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.8358545627080813 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 3.7165599044215925 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.4283649160014926 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [2.1100035178874816, -0.118127904963119] Predicted: 3.5194300698273637 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.539215212910543 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.554066602818752 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.275677702903612 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7631986642467843, -0.8352724375655123] Predicted: 3.530499010363759 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.9485857818898538 Movie Vector: [1.6078415843545053, -1.5736386416259545] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.8647351839035937 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 2.915057815856157 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [2.073530307995742, -0.9033642256943746] Predicted: 2.5351027469998373 Movie Vector: [1.7188102702335342, -1.1781259127992223] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 3.581354511114695 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 4.598489620859734 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 4.012777931833087 Movie Vector: [1.619213644312214, -0.5207790681731791] User Vector: [1.8409304142534344, -0.8419341804758096] Predicted: 3.419321342959839 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.473105767687669 Movie Vector: [1.7718928854521072, 0.18727201139331393] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.8550627361656393 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 3.6104599998791604 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.7634279042982675 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.8722423841687663, -0.34660532811365613] Predicted: 3.199158323455057 Movie Vector: [1.7992837175252532, 0.05328920443714934] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.117759910718593 Movie Vector: [1.4065729077780922, -0.5813829060120668] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.8068385550703434 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 2.7806088735354817 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 2.7798152925257584 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.7138137237298054 Movie Vector: [2.0783948432844492, 0.09291898294891261] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.980219697960771 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.846472241068504 Movie Vector: [2.053265270848618, -0.035932414537707076] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 4.117919054301336 Movie Vector: [1.6226522036644044, -0.30181493198524706] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 2.909436320071413 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 3.5266103725330398 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.440817363466262 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.4570090016851878 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [2.094561697569865, 0.03421825625087642] Predicted: 3.339329725313587 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.234663144608509
avg loss: 1.03530301929712: 7%|███▏ | 1010/15000 [00:01<00:21, 650.00it/s]
Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.1154222180407958, -0.08308134147057793] Predicted: 4.1876859646675655 Movie Vector: [1.2188731130714174, -1.0007201278098021] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 2.854776644004706 Movie Vector: [1.3346158161466508, -0.8033671988108737] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.186557827275495 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.005200496835385 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.460990132852227 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.9873690285990322, 0.16123505471060603] Predicted: 3.5052619554584057 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 3.5467916981135397 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.765447124619098, -0.07645812684608744] Predicted: 3.0437871579148585 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.350474537817843 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 3.7775586357940916 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.2097476219531154 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 4.361008369568065 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.6912304723381104 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.645714182607168 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.8191655280261165, 0.2649725059502095] Predicted: 3.6389047464527366 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.834049744987529 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 3.472976947050543 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.558648788637823 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [2.0211591674105893, -0.797678069916296] Predicted: 4.288494622403456 Movie Vector: [1.450317346673037, -0.8935857855598528] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 3.614266138248923 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 3.687986683423874 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 4.071076821922264 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9186824312809643, -0.07396678760078915] Predicted: 4.509526193683985 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.704288943228815 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.155807719392012 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.424200345963816 Movie Vector: [1.2881058934133907, -1.9215125494493306] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.2544927940441548 Movie Vector: [1.2734517772868714, -0.18565394654743841] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.287015207038732 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.4045599474829698 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.52723511858392 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [1.7251634773567708, -0.659799656680235] Predicted: 2.4541502943293714 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 2.785737073823866 Movie Vector: [1.7844712155978362, 0.4423588622559168] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.2984343537012433 Movie Vector: [1.8497558027012238, 0.23786708165267284] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.998179087073187 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.699886821557288 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 3.184388751491062
avg loss: 1.0571209119708287: 8%|███▌ | 1179/15000 [00:01<00:18, 739.79it/s]
Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.965503114535874 Movie Vector: [1.8285525310049857, -0.5283829324513984] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.792163004564063 Movie Vector: [1.1641272782141878, -0.41625493416795917] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 1.490790470521692 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 3.0740139704260403 Movie Vector: [2.14143825031317, 0.7392036660390685] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.6940890708444805 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.9506085722567126 Movie Vector: [1.4291816788600484, 0.2236631425599181] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.5350900339377707 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.747044444041676 Movie Vector: [1.3272813077972447, -0.5579492897466972] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.4746245909661075 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.0550749458324646 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.9268868281060043 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [2.1372121447220365, 0.9839377771978098] Predicted: 4.717638190991844 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 2.8708913880046274 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.007403945490127 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.4856724424012784 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.9347883896661422, 0.5551437058209264] Predicted: 4.132989365420659 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [1.8839185047116718, 0.7744172990838148] Predicted: 3.828984729686014 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.7673046572575934 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [2.439054328620667, 0.15787154752979912] Predicted: 4.290015957450378 Movie Vector: [2.0874347701620226, -0.7420158990728355] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.662906423608103 Movie Vector: [1.724607699019174, -0.44197278507625876] User Vector: [2.020364268468309, 0.3421181868297234] Predicted: 3.3331288443653153 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.5706557163725496 Movie Vector: [1.7387945265041318, -0.4971050500992355] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.186863525313919 Movie Vector: [1.1157298531914308, -0.8070317217405321] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.000879874713491 Movie Vector: [1.3708110068313601, -0.04540221351906522] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 2.706348045626358 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 3.1435223192354202 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.5553951209684118, -0.9511323036188765] Predicted: 3.106413066784281 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 3.0628617802962874 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.063803149864146 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 4.1138725397380425 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.279665719197899 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 2.7340723598288603 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.282830885957467 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 3.9739572872325297 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.0211591674105893, -0.797678069916296] Predicted: 4.737606553316691 Movie Vector: [1.0288239909539931, -0.8439794329426977] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 1.6013406105956027 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.9123609303575546 Movie Vector: [1.925874827536136, -0.35245243390633757] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.145808701962979 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.142798008904644 Movie Vector: [1.5764307172321521, -0.2809257921687137] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.3341823290390264 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 4.199016855068715 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.8460826521758313, -0.22731011869312517] Predicted: 3.107862677259252 Movie Vector: [1.7179490711796557, 0.8346729378289426] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.0716692170021935 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.1388940843989253 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.6894557373031263 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.8634434818272358, 0.47540667219838423] Predicted: 3.5946389561198764 Movie Vector: [1.8626425458081948, -0.9361951437965051] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.489537235239991 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.50393597630241, -1.087378056638306] Predicted: 3.7218116025117274 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.806374652443443 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.293786520635275 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.055807914156057 Movie Vector: [2.025284274060767, 0.14694524176127477] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 3.8567221953052897 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 4.106182683720831 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 3.356664205183992 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.796044513742082 Movie Vector: [1.7767033790731543, -0.4759950743084916] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.4508709216824864 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.636089524404684, 0.4804106666066662] Predicted: 2.6155292273685804 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.0344217354005334 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.8289350094797276 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.6752917990728635 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.6425316607226605 Movie Vector: [1.867563748750848, 0.4138357014341118] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 3.7577161803068386 Movie Vector: [1.4920983930128071, -0.6835271011869476] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.1507063462383784 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 4.11839425942561 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 3.579489191009716 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.332566990284655 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.7983752263652264, -1.2101818188161564] Predicted: 3.862302325297753 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.3404012701371815, -0.6482736283310346] Predicted: 2.1064788414223523 Movie Vector: [1.7263910626173737, 1.1950755587555764] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 2.7887182338848455 Movie Vector: [0.569318214654151, 0.5621028703740487] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 0.6406678984234015 Movie Vector: [1.5792560427385938, 0.24670143231078073] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.0525352275489097 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.153603901358673 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 3.469510472888428 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [2.096017612346677, 0.22929296751560369] Predicted: 3.6691099863289574 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 2.7939519234699017 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.8512769129332045 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 3.8002175698904703 Movie Vector: [1.538113903111015, -0.2845350358878198] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.8265621243031798 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.9591516270308085 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 2.568707414853773 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 2.813254922856956 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.6703605382127864 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 4.108436186029803 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.6460401290678077 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.886223200096073 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.353131656057732 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.9999220510389073, -0.265743336690279] Predicted: 4.019353919425137 Movie Vector: [1.5618149046780694, -1.1198007066523625] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 3.3084227255350065 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.157882302228115 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.9296513638193002, 1.0385117286170755] Predicted: 2.806400930372509 Movie Vector: [1.4966050379187406, -0.3188286878934715] User Vector: [2.019263064358609, -0.10710887140678799] Predicted: 3.0561886559347053 Movie Vector: [1.9907301003792839, -0.47171204612229506] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.693243917006391 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 2.4848762467155208 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 4.316839949970774 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.6956696833267846 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.279487958240768 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.8327259609596265 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.0428887591683274, 0.1367673580252292] Predicted: 4.661026926273179 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8530560574756865, -0.5805462198914617] Predicted: 3.2641668000298303 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.9860023689836637 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.8650095458451137, -0.3833211191986785] Predicted: 4.4367955888086765 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.7540616354467615 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.98794770036992, -0.09674230864460064] Predicted: 4.434041493793554 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.9528718650374057
avg loss: 1.0608772359191596: 8%|███▌ | 1179/15000 [00:01<00:18, 739.79it/s]
Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.5501417763178895, -0.2614606791029189] Predicted: 3.022817364388698 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 5.011603860015778 Movie Vector: [1.0610969802958494, 0.6075930997350796] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 2.028462884973504 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 5.0005337936668575 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.898989039554382 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.9277280601975644 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.235341620677285 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.842287930646489, -0.7038774466228271] Predicted: 3.9861831304254847 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.833036966128937 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.794614173887178 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.045506192804857 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.5947157179495497, -0.40463716705413044] Predicted: 2.831620266367687 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.097942818618519 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [1.8530560574756865, -0.5805462198914617] Predicted: 3.691343966521243 Movie Vector: [1.2188731130714174, -1.0007201278098021] User Vector: [2.3555596270075143, 0.8168581664026575] Predicted: 2.053681886911048 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 2.9464635224723823 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.7445650041379284, -0.6803961202283563] Predicted: 3.691664721187511 Movie Vector: [1.835674310368388, -1.2236929599180655] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 4.081797956334065 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.7887080971136011, 1.4196579075195188] Predicted: 3.1512681012672834 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 2.793034772335828 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.8006177961641558, -0.39781324204356533] Predicted: 3.908938076311537 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 2.112003325406937 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.7258041986911459, -0.09974735501802134] Predicted: 2.7857980762307917 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.7146625107030453 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.910281493243696, -0.5038225860852866] Predicted: 3.36457847823452 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.777572420881528 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.586058349979212, 0.9686975800175059] Predicted: 2.266638647076151 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.49510584424616 Movie Vector: [1.9634749105941132, 0.5676877547309519] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.9861933063907307 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 3.8607844084641907 Movie Vector: [1.5518850811517515, 0.17743558744449964] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 3.28133207471118 Movie Vector: [1.753314734723925, -0.2688370789893421] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.9962632085431435 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.187165614340565 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [2.096017612346677, 0.22929296751560369] Predicted: 4.353459265009881 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.7983752263652264, -1.2101818188161564] Predicted: 4.560256895407745 Movie Vector: [1.6024137103668588, -0.5186780050396711] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.1501850901914152 Movie Vector:
avg loss: 1.05869182681918: 8%|████ | 1254/15000 [00:01<00:19, 720.55it/s]
[1.9628521102143779, -0.2746345318545877] User Vector: [1.9873690285990322, 0.16123505471060603] Predicted: 3.8566307777913127 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.037947584772028 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 2.8388156612373363 Movie Vector: [2.1059541195838376, 0.1988106398008806] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.3693184880313556 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 3.7683665367845878 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.556344013578747 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 2.2172656600743714 Movie Vector: [1.0516054616033965, 1.1390803981809317] User Vector: [2.2547002620900423, -0.5319658328578045] Predicted: 1.765103257182179 Movie Vector: [1.941119990044628, -0.45555587313965634] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.530356171269272 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 1.7675488176950653 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [1.707997056669774, -0.8868661484371904] Predicted: 3.2589846042629738 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.6459316243604074 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.565403625726094 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.949209880134896 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.7230039818874279, -0.470873528260541] Predicted: 3.706936370524311 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.215191258267008 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.8875874401808748 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.0212781749636255, 0.0746218528968109] Predicted: 4.627423133909889 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.6433692611508228, -1.0809479380542193] Predicted: 3.510331947683227 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.1374835911397647 Movie Vector: [1.6688629868480884, 1.2586460580930556] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 2.948667606599191 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 4.182722386591305 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 3.973430254675084 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.967604155809018 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.0808475307069605 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.8731370569847847 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 4.032519894220986 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 3.006026418883394 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.6763754146665106 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 4.696466255120061 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.9188127066439136 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.1295005570157857 Movie Vector: [1.7011240192912551, 0.06705210208267527] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.0866960303598625 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.5448594456417086 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.714691721086767, -0.5968896685651498] Predicted: 3.9874647660612577 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 3.751914546650103 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.52319277872008 Movie Vector: [1.7743548690615587, -0.8742606128305065] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.2255614391524468 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.993926648685369 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 4.00192444443548 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.44712563939645 Movie Vector: [1.8293242237578433, -0.14460850860064278] User Vector: [1.7848539532636312, -0.5438076140323623] Predicted: 3.343715780606004 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.4067458059205666 Movie Vector: [1.1403084804718933, -1.5401533825870057] User Vector: [2.3409036245248074, 0.25794542913236834] Predicted: 2.272076729811957 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.420873195298804 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.771042834079497 Movie Vector: [1.633212849121448, -0.1281517873777375] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.071724422469228 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 4.539225865922678 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 4.55891482816209 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.073541396487485 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.948824836056761 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.6292887989548244 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 3.8596864448478936 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.31586151152141 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.8217232998964668 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.5155199297376662 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.5789210567412737 Movie Vector: [1.3711912188264537, -0.09572604384436205] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 3.1064891234590943 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.057260661547624 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.5603867040643418 Movie Vector: [0.8097250432107455, -0.3878112974383035] User Vector: [2.1840992524196836, 0.31468347462042784] Predicted: 1.6464820549671435 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 4.195004562052329 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.714741414891656 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [1.8590509945202793, 0.17106730316719743] Predicted: 2.052067515796532 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.9734184925094416, -0.345198456441519] Predicted: 3.9931297719512178 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.431210758503607 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.194534528758616 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 2.8086987574626505 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 2.866364684351939 Movie Vector: [1.2353631220958028, 0.34662365205470763] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 2.290130941803768 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.891451028864825 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.557584495307325 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.2571549005949256 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.3891571912216714 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 4.29134215429939 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 4.1164514871047855 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.7097960399883116 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.0162974467137116, 0.21576690569703552] Predicted: 4.355734587444954 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.8327090159897153
avg loss: 1.0684817597998744: 9%|████ | 1327/15000 [00:01<00:21, 638.93it/s]
Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.160862392092155 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 5.594041432472823 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.6294027407000247 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.1712748148430583, -1.1575465494443444] Predicted: 2.1826351063044185 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.075386771912716 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.7257322993601796 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 3.2106509948203286 Movie Vector: [2.286496314590871, 0.6796164702461397] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.727049195902314 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.803852466403173 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7472609878637835, 0.45263671600193356] Predicted: 3.300340646603715 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.2670460897332436 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.8590509945202793, 0.17106730316719743] Predicted: 2.3815287692028373 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 2.7030819605366556 Movie Vector: [1.9332019182678768, -0.9459908940383137] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.609075656285895 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 4.1316209264378045 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.466410115218019 Movie Vector: [1.280669112835486, -0.13305107377460373] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 2.210513338935026 Movie Vector: [1.5000057407713776, -0.5440636439461103] User Vector: [1.6429363502285377, -0.27125192459890324] Predicted: 2.6119922675894562 Movie Vector: [1.5531459938494494, 0.9016651315581435] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 3.1656943391401136 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 1.8935027803267164 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.0366548198783945 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.4343266265625778, -1.3054458833765468] Predicted: 3.2425237427359326 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.037697631862668 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.189601892364775 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 4.095208916493928 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.0738240839303805, 0.42900930957908545] Predicted: 4.3180257089460365 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.013040600642895, 0.30890398680522585] Predicted: 3.4906256616362406 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.9354048832335533, -0.697992072039503] Predicted: 4.330891006368978 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.4349617446367273 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.384915955279793 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.8433792243784164, -0.9488433914461514] Predicted: 4.408993833414836 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.272862010847978
avg loss: 1.0636309807971454: 9%|████▎ | 1393/15000 [00:02<00:22, 616.90it/s]
Movie Vector: [1.4980276440939915, -0.7679991330471426] User Vector: [2.0458061271931944, -0.10963612448162247] Predicted: 3.1488745815448085 Movie Vector: [1.8908317209015066, -1.3717367658791402] User Vector: [1.694372353110855, -0.47101992279387184] Predicted: 3.849888337838441 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.0927595184473735 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.563498551697962 Movie Vector: [1.915524826069829, 0.3598982087720431] User Vector: [1.9186824312809643, -0.07396678760078915] Predicted: 3.6486633160965596 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.311021882835975 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 1.739017522213607 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 3.3320613205916305 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [1.890194470778983, -0.5041902939470034] Predicted: 3.062378076295014 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.7314637458287248 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [1.8820293157845, -0.16325974314875275] Predicted: 3.0752040790203226 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 3.1501535363184283 Movie Vector: [2.0089740734365966, 0.1965995943799634] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.479410134928294 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 3.8151521259349366 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.545613642324656 Movie Vector: [2.0216818328515562, -0.016025270616008183] User Vector: [1.8569395577710626, -0.16105200444986773] Predicted: 3.7567218706037195 Movie Vector: [1.9916417926656036, -0.0416039892475528] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 3.449069529866076 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.056123722340799, 1.0856487274114015] Predicted: 4.147610613672529 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.519591760755047 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.2595387395238475 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 4.340643653555752 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.311487443891084, -0.5052116611245093] Predicted: 4.202596390162102 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.5808908084174056 Movie Vector: [1.932203039265385, 0.42299719249859224] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 3.5361590924668604 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.549011393454407 Movie Vector: [1.867563748750848, 0.4138357014341118] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.3182092632151203 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.7059887776500682, -0.045658078203050484] Predicted: 2.941870802587649 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.465155201227612 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 4.060879432426226 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.421038324875248 Movie Vector: [1.6848074707802667, 0.31540375167910195] User Vector: [1.98794770036992, -0.09674230864460064] Predicted: 3.3187962500110877 Movie Vector: [1.7844712155978362, 0.4423588622559168] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.4849753399922974 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.714633648332302 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.950396216100484 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.4504806327601463 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 3.740325228493145 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 4.485886265764178 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.052992986168007 Movie Vector: [1.1083678177450251, -0.44134510722747256] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 2.4362689029038274 Movie Vector: [1.6905172129393704, 0.1595712696872229] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.213897188018223 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 4.02515324425203 Movie Vector: [2.182624478210368, -0.4579459912612763] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 4.029255740880001 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.813447564025969 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.27504133600902 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.1817390120152638, -0.08823462964299739] Predicted: 3.850509623840084 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.7858332435484705, 0.3331200567271855] Predicted: 2.7705039227136057 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.7340390247351853, -0.5541641088882013] Predicted: 3.2089530457814495 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [2.358253854811457, 0.8190442625578115] Predicted: 4.792237087034697 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.8647321314328207 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.5139995200921375 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.055118320433 Movie Vector: [0.2391292176115837, -0.4409091247638865] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 0.6573645171555361 Movie Vector: [1.5111851037283517, 0.9200932090115352] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.0633070580673105 Movie Vector: [1.3761708693636512, -1.286905530213616] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.248833487994027 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.8667510838963386, -0.1218652346183298] Predicted: 4.04033559584953 Movie Vector: [1.4287049839170427, 1.1577496173467232] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.008955016796514 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 3.967705314955254 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.8500967945764368, 0.1799868128719579] Predicted: 3.274761897171462 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.95947036009543 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.5306209872505923 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.41119506160931 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 1.9354028175032445 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.094561697569865, 0.03421825625087642] Predicted: 4.2933545739334384 Movie Vector: [1.4001266551004024, -0.6134459005045595] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 2.6895684430652347 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 3.6789510458159715 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.9728134859672846 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.8135604517203765 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.5386374685754585 Movie Vector: [1.533942949356739, 1.014961057993483] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 2.519604980027773 Movie Vector: [1.573249290769095, -0.06031265873421089] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 2.985884761531389 Movie Vector: [1.8899637487489611, -0.24063859616499061] User Vector: [1.7622326374995283, -0.8286033403450426] Predicted: 3.5299497463346308 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.120534707651029 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.266282342662381 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.1022443372924355 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.9659474125241374, 0.08319117013821664] Predicted: 3.7902600714536234 Movie Vector: [1.495227359730233, 0.588638513952655] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 2.3445214994308 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.166539448068981, 1.7978778339762502] Predicted: 4.0223256247677455 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.9693630874305412, -0.6262016901259138] Predicted: 3.172038700252259 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.4274303791236336 Movie Vector:
avg loss: 1.0615551311298963: 9%|████▎ | 1393/15000 [00:02<00:22, 616.90it/s]
[1.1288736978142595, -1.646820305335357] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.1110049461928106 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 2.2240793987746232 Movie Vector: [1.7767033790731543, -0.4759950743084916] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.118066168415073 Movie Vector: [1.7708608747709509, -0.17382077835637433] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.250303254126771 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 4.5216284269951235 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 4.209859879855278 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.310678195147248 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 3.5556546024085534 Movie Vector: [2.032223192532805, -0.5069537751199894] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.139460626855682 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.437253538449826 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 2.787732207584375 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.3898333976071395 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.508368663527575 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [2.4707550997055012, -0.27817311416713536] Predicted: 3.8519881435097227 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.137215675145185 Movie Vector: [1.735279820866512, 0.1298333041415596] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.0622885512074225 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [1.5947311516098146, -0.19344833627290475] Predicted: 1.84561324928735 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.8521383280887638 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.369685103127072, -0.9914277248553532] Predicted: 3.331239036403894 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.90124129805435 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.7059887776500682, -0.045658078203050484] Predicted: 3.176901330500904 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.403109882506836 Movie Vector: [2.14143825031317, 0.7392036660390685] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 4.327352809959357
avg loss: 1.0825269727860531: 10%|████▋ | 1537/15000 [00:02<00:20, 661.58it/s]
Movie Vector: [0.02841009042825121, -0.15445574128464534] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 0.10256973758399737 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 3.600961658556451 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.381409041696616 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.6391781502798004 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.573493432758103 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.1140815315650783 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.324111535576491 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 3.112509110812248 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 4.493627382367875 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.7628563024858246 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.5467804266914857 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.396039610486893 Movie Vector: [0.8649677667915789, 2.021512639234037] User Vector: [1.9639459403197201, -0.3825490484912245] Predicted: 0.9254221974457711 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 3.766148876528942 Movie Vector: [1.8761334968791845, 0.06704624310990812] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 3.90463084237617 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 3.05827830613863 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.7187977831906043 Movie Vector: [1.6442625448545716, -0.8760845202464776] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.211109476961314 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [1.7178692502999588, -1.2993950951002269] Predicted: 3.0696731956127485 Movie Vector: [1.4393928555151883, -1.1551655407416987] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.914088239528745 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 2.596296301658654 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.476120275150088 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.4793902958120255 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.2050066505594277 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 3.529658034534692 Movie Vector: [1.6642281811012798, 0.34562723818909447] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.680625255034387 Movie Vector: [2.096802354200109, -0.0055412461449389685] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.6605360317977946 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [1.705272815610908, -0.558862940858874] Predicted: 3.653049505904079 Movie Vector: [2.221561277881298, 0.3864226885150201] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.1523660436259595 Movie Vector: [1.6499489722200056, 0.18778561446769018] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.516404580652549 Movie Vector: [1.4573940649485568, -0.6560135868036624] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.4296495771820203 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 3.3416289546492397 Movie Vector: [2.087484340956714, -0.8813344373754041] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.159159134664113 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.61482197967969 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 2.8309554365036314 Movie Vector: [2.2749270699817674, 0.610429722496464] User Vector: [1.5749314196337687, -0.6920643308232911] Predicted: 3.160397482475512 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.0411088131842763, 0.5481518849420614] Predicted: 3.3838184311845505 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.204634680833225 Movie Vector: [1.7548921586982762, -0.9632494944044195] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.4404888374087728 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [2.09285120474546, -0.01172711887918133] Predicted: 4.2224258340149605 Movie Vector: [1.8293242237578433, -0.14460850860064278] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.779304875477151 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.5931943999589393 Movie Vector: [2.0130719075354304, 0.10978592044496191] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 3.382888082148552 Movie Vector: [2.1258760631595774, 1.5453263895992961] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 3.7149112027386284 Movie Vector: [2.1197935390824503, 0.9740159353470682] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.5026664269261505 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.340913579953379 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 4.373088723392993 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 3.6648738153851617 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.5712920004343207, -0.42497419395901936] Predicted: 2.5147360180429086 Movie Vector: [1.5853389329243626, -0.1813353732886437] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.5622629584852077 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.6984251793095404, -1.209788520413067] Predicted: 3.8568331553648396 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.7631986642467843, -0.8352724375655123] Predicted: 3.26515391914027 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.412678454861675 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.306020493103648 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 5.077129111979929 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.8197877664674857 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.9478685999773786, -0.7667712569438698] Predicted: 3.0242077711239075 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.7955004752135129, -1.434236574748687] Predicted: 4.439199562497078 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [2.3847679449090085, -0.6091860996815402] Predicted: 4.489356561782372 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.4707550997055012, -0.27817311416713536] Predicted: 4.691651115043454 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 5.162662403617276 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.5236735520714744 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.2620690894479907, 0.9981288035461082] Predicted: 3.034813169315449 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 4.837309814032677 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 3.3471751836587944 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.548672019492571 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.4092275598908475 Movie Vector: [1.5255284208556672, 0.7425570010232894] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 1.4510558391033328 Movie Vector: [1.3453791894341078, 0.5056641805476592] User Vector: [1.8924776358275093, -1.2713775349300727] Predicted: 1.903209948344673 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.1551407334370665 Movie Vector: [1.8068149867452, -0.43584160708704633] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 2.8689305973774957 Movie Vector: [1.299663902131595, -0.632154002002143] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.719055829129054 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.7208301569517523 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.763919258408174 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [2.09285120474546, -0.01172711887918133] Predicted: 3.5142898683811525 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.5590938873386806 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.612310165827292 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 3.6700551394666445 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [1.971953480455325, 0.07022318007034903] Predicted: 2.075581319837362 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 3.9060394167417365 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 5.023977152658604 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.7566307962628604 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.3972656883981296, -0.640020489946267] Predicted: 3.2496556276035857 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.3884022189399214 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.314935806406588 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 3.8187710169312776 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.5612822567163005 Movie Vector: [1.2188731130714174, -1.0007201278098021] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 2.463969419479473 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.764315115312706 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.001132785117667 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 5.145773217925188 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.314498093739893 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.287364095050989 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.6736490750550232 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [2.034396932190127, -0.2941908840320053] Predicted: 3.8750448066990315 Movie Vector: [1.8680641338398372, 0.21938994624642627] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.580183928491659 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.985054945089047 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.3428356419339997 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 2.8676227413631277 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.910281493243696, -0.5038225860852866] Predicted: 3.862550954252191 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.1458331596058224 Movie Vector: [1.2863786967968578, -0.4945991041005119] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 2.286001627394634 Movie Vector: [1.7844712155978362, 0.4423588622559168] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 2.9398000014331913 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.650124649572632, -0.23859582403427623] Predicted: 3.4408425350748986 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.4172196826422883 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 3.0153988209862925 Movie Vector: [1.2236597807497442, -0.6447562970256936] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.286467924865425 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 4.008924823867212 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9181197419236367, -0.7541142047956809] Predicted: 3.8809067319075603 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 3.3176650430803383 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.18213409167251 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.822639904495657 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.07448159595066 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.9331248800965017 Movie Vector: [1.3696616506683101, -1.145823034238985] User Vector: [1.2664936986338116, -1.3052451211006848] Predicted: 3.230247774917018
avg loss: 1.080519857511742: 10%|████▊ | 1537/15000 [00:02<00:20, 661.58it/s]
Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.3840319906776735 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.9282790276572053 Movie Vector: [1.754904923950166, -0.9806767098705336] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 3.0042744912679358 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 3.0346299692116068 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.2541572640460896 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 2.8304655916103805 Movie Vector: [2.045568802728415, -0.20788072304172558] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.258216303267312 Movie Vector: [1.0659664007956915, -0.8858429180365698] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 2.83868970718604 Movie Vector: [2.074755284370116, -1.1559415896953595] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.778329167706898 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.7860840758011167 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 2.8772449996745997 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.5082129862141236 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.047415868852739 Movie Vector: [1.4938391043463626, 0.3644053384435946] User Vector: [1.749826480601725, -0.27941696873120936] Predicted: 2.512138187486249 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.327218792870155 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 4.052939791174554 Movie Vector: [0.8144373757908376, 1.5287872934338158] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 0.7004046783471984 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.995115893812161 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 2.229164130909102 Movie Vector: [1.374583314490215, -1.7121809551961245] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.4400713985947866 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.1855681266122664 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.7578103452988736 Movie Vector: [2.0781173440072913, 0.7714895449614593] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.486956854962969 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.4756593759926675 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 2.8155443203136556 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.8477069539847526, -0.27921710599027694] Predicted: 3.5976888467817387 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.279070042270062 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.8979616800316323 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.7745199178272224 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.108032969206295, -0.4608677418070154] Predicted: 4.064123791645666 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9536846504513625, -0.6495843714207398] Predicted: 3.4470911850176313 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.2538555999706906 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.942334851012447
avg loss: 1.0767910049061347: 11%|████▉ | 1616/15000 [00:02<00:19, 688.72it/s]
Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 2.607754686126485 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [1.764844492027299, -0.5728663277839869] Predicted: 4.604720241901947 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.8244882506745745 Movie Vector: [1.7719385567869714, -0.06714341811284258] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.0246081606992794 Movie Vector: [1.4407501194668768, 0.6648629351569867] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 2.7420874611312738 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 4.080941394129614 Movie Vector: [1.7263910626173737, 1.1950755587555764] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 2.53643040587374 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.34528845617924 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 2.9969987177527107 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 4.1712226467604765 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.6441555665201582, -0.4497379573122696] Predicted: 2.9103947754571933 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.579129996444458 Movie Vector: [1.946539910113518, 1.1721440973838928] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 2.814224051515823 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.0829111461803858 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.8149613312149833 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 5.154565239630573 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.928963876401228, -0.7169768387777188] Predicted: 3.831407908191114 Movie Vector: [1.0982062636848544, -0.35254972492965875] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 2.4360129439436373 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 2.4941165194689954 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.838572472764503, 0.7234614445366533] Predicted: 3.0186094288326974 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 2.7301628422197473 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.6074169058827414 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.1617408611743247 Movie Vector: [2.0214290468460745, -0.9130359701747105] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 5.02510774850291 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 2.0141143281925578 Movie Vector: [1.2187766801708264, -1.2714807094221454] User Vector: [1.6424140960357814, -0.7302840997176842] Predicted: 2.9302781446210124 Movie Vector: [1.318794611040676, -0.66079815375943] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 2.702486105357324 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.2590454686806645 Movie Vector: [1.7863747324408676, -1.0454070976280674] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 3.7712076154184246 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 4.156139307310707 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 3.525348592765475 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.9721593663188526, -0.29556441183344684] Predicted: 3.735145212975039 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.138820069557317, -0.017300980395369047] Predicted: 4.135840235145567 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 3.813152062393015 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.148004425824537 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 3.7239086433556605 Movie Vector: [2.0510209314432175, -0.9416256965627802] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.480164502617824 Movie Vector: [2.142685388133925, 0.03373148292601125] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.361982561647072 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 4.266101301942408 Movie Vector: [-0.7308864593505859, 0.9953594207763672] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: -1.633472172643824 Movie Vector: [1.8641501078175182, -0.502312717985758] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.7793396420599215 Movie Vector: [1.3838359231124617, -0.21908962715489783] User Vector: [1.9721593663188526, -0.29556441183344684] Predicted: 2.7939000740035835 Movie Vector: [0.8884462906415119, -0.15800822657399904] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 1.6305388197859352 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9103747134720896, -0.005061419866511516] Predicted: 3.625411238244056 Movie Vector: [2.1466593994342094, -0.41550107485576354] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.817066520575749 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.015632382748945, 0.09648172450368314] Predicted: 3.5780301706387916 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.9163845508563406, -1.3007857793357638] Predicted: 4.533388086076206 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 4.454528196144506 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.7505692628348255 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 3.106135564372781 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.510109621471074 Movie Vector: [0.9151951884428742, 0.045825232172569993] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 1.6243573054920446 Movie Vector: [2.011917273101042, -0.08934616294767922] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.268647830060471 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 3.704940782478383 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.8493961483862957 Movie Vector: [1.973707055850441, 0.381644656792106] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.0314971603246303 Movie Vector: [0.5651175631710786, 0.011768144654758395] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.4766161214098977 Movie Vector: [1.3667194057715546, -1.0039931749782802] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.190470029416638 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [1.8683689741740883, 0.7043119727333226] Predicted: 3.567766474187023 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.8578101531891673 Movie Vector: [1.032476837019789, 0.0583985235306673] User Vector: [1.5897990401557716, -0.8807841875239181] Predicted: 1.5899941883765725 Movie Vector: [2.095511627348013, -0.3697700601082142] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.233207316416707 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.400799522391754 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 3.824188256459483 Movie Vector: [1.3471822241179598, -1.2858945110557187] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.3075560422941 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.490278416880859 Movie Vector: [1.9167612263179186, -0.2779384082942288] User Vector: [1.9602505870826157, -0.145630444786689] Predicted: 3.797808613210087 Movie Vector: [1.9505909751980524, 0.2232306614939527] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.5453469739734014 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 3.913133639238528 Movie Vector: [0.86536534055672, -1.586740567163063] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 1.9995574928915416 Movie Vector: [1.8561558558984004, -0.2962058194602144] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.450709718019659 Movie Vector: [1.7759108396101002, -0.44345821942263186] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.511186275937819 Movie Vector: [1.9987866195899966, 0.7831439778284375] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 2.7861608254471912 Movie Vector: [1.748757324551664, -0.4531445007335702] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.176708343298002 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.804512202328913 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.5266837521747507 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.6622594886644873 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 4.432279164156431 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.950291379142743 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.377259273517342 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.778919441952554 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.6764286546249716 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.0350538603076327, -0.8964122587901968] Predicted: 2.6156700105396364 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.655528332861542 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 2.863181870851492 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 4.55216685039679 Movie Vector: [1.6730944499656977, 0.9431507078044282] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 2.696491877307365 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [2.0939263673894133, -0.5979956834125539] Predicted: 3.3863871775784267 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 3.7491013430044946 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [2.2633974329942497, -0.7203780832994076] Predicted: 3.535238664588878 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.705272815610908, -0.558862940858874] Predicted: 3.108295036516912 Movie Vector: [1.3338025051511033, -1.0149289136667443] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.775939975984292 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.49866508702014 Movie Vector: [1.510472168882321, -0.638288577992038] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.6068660104992474 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.032598674403717 Movie Vector: [1.583739486955421, 0.0049949711555613945] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 2.908820461811364 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 3.579653726395258 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 3.8834576311818347 Movie Vector: [2.131304003528686, -0.4904312027929245] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.92972805607656 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.2978631244860557 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 1.7128315766239486
avg loss: 1.077008994472613: 11%|█████▎ | 1690/15000 [00:02<00:19, 676.59it/s]
Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.2844042587348534 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.830574376163046 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.184727593170087 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 3.6421666931992123 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 4.404525423971772 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.346541413313118 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.375406951435479 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [1.5947157179495497, -0.40463716705413044] Predicted: 3.323191579390497 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.326654236565618 Movie Vector: [1.5764307172321521, -0.2809257921687137] User Vector: [1.6747800555272787, -0.5146467703039864] Predicted: 2.784752275775689 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.6441555665201582, -0.4497379573122696] Predicted: 3.5599665634549145 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.742126281248175, -0.7427373096278526] Predicted: 3.2767327536427286 Movie Vector: [1.3135592755439727, 0.13501942306577183] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 2.9631381013525813 Movie Vector: [1.3864808555646297, -0.8361997478413917] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 3.3050128047976934 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 3.058139396036037 Movie Vector: [1.1565676921170573, -0.6417540395468266] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 2.4765485575049224 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.236096824012746 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.3315251183346977 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.941695885896107 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.9618092370264448, 0.48982623759775396] Predicted: 4.383297238464988 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.839936248252656 Movie Vector: [1.5381416995787915, -0.48607995616032607] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 3.1021222082057434 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 3.8938467723583376 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.7557934511590365 Movie Vector: [1.9431993518033732, -0.10854074005699911] User Vector: [1.838572472764503, 0.7234614445366533] Predicted: 3.494187796726793 Movie Vector: [1.7887893204637781, -0.4577451154943037] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 2.895153798113385 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.2927495942260974 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.138820069557317, -0.017300980395369047] Predicted: 4.461807316565077 Movie Vector: [2.0998401094739942, -0.8269562295292893] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.29969633393523 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.224719023142918 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [1.8569395577710626, -0.16105200444986773] Predicted: 4.526084945734937 Movie Vector: [1.8899637487489611, -0.24063859616499061] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.2034297439448363 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.54582646395962 Movie Vector:
avg loss: 1.0736757160105979: 12%|█████▍ | 1768/15000 [00:02<00:18, 704.60it/s]
[1.7947785186751022, -0.4602474825189391] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.36313410341157 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.952158043239566 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.2627806734472027, -0.03771589577644197] Predicted: 4.899024576278107 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 4.440157680570899 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 3.320603041798501 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 4.0019545576726365 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.805818804737403, 0.3463910591281801] Predicted: 2.869053850707261 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 2.8450666307628976 Movie Vector: [1.8908317209015066, -1.3717367658791402] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.278678181509294 Movie Vector: [1.1533124731251436, -1.0875932709049823] User Vector: [1.4206884141376162, -0.7904408580390433] Predicted: 2.498175826700916 Movie Vector: [1.609383602568006, -0.1613545136864209] User Vector: [2.045881875131755, -0.16243855614353514] Predicted: 3.318818936858596 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 3.1885392950759464 Movie Vector: [1.8560113493587989, 0.26319507021383914] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.5029867538990835 Movie Vector: [0.7994074379178219, -0.236854906202973] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 1.482177989343346 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.6703320755515207 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 3.9502765313613417 Movie Vector: [1.7424503616167264, -0.6573617795431993] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.545133807713541 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.9185793496267376 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 4.065351742899414 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.0552250177347875, 0.10709906165675939] Predicted: 4.208044524813931 Movie Vector: [2.221561277881298, 0.3864226885150201] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 4.837644634492183 Movie Vector: [0.9097230278915889, -0.36373348438898784] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 1.5370555458161432 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 3.9932882730989143 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 3.442049710468191 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.7354370971435578 Movie Vector: [1.6750824456569364, 0.365506859714759] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 2.679415343487613 Movie Vector: [1.450317346673037, -0.8935857855598528] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.366201186112508 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.8014621231230072 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 3.065203630597829 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.983211300499984, -0.7121730937532352] Predicted: 3.5820510696324 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 3.797184293584598 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [2.159681076222879, -1.0561158949931069] Predicted: 4.753427493222677 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 4.254616271826052 Movie Vector: [1.4966953472873943, 0.12210343432620281] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 2.7969855529340912 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.0019899662584977, -1.05206964038454] Predicted: 3.5906953528107213 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.37745517118364 Movie Vector: [1.5250924198540174, -0.557287114728746] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.006360446205673 Movie Vector: [2.1045684573218004, 1.0474209498503024] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.8763281795823783 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [1.8563402686788826, -0.9147275939651955] Predicted: 3.0657836027009004 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [1.8946154808711448, -0.6302522932061356] Predicted: 3.0764504644955197 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.4132497884742956 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.403184348076895 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.050087334892959 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.8556538050424876 Movie Vector: [0.8909541539539894, -1.0581467628090635] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.3075276561593148 Movie Vector: [1.753314734723925, -0.2688370789893421] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.3800486738440756 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.196181590038427 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 2.9055688610582937 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.6694870749978183 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 3.0234615199837918 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 2.9932089162108464 Movie Vector: [1.8621535036300896, 0.11852740485657912] User Vector: [2.319182965270909, -1.5417589425333653] Predicted: 4.13593399796554 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.4163156325208073 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 2.522468850205391 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 4.048396061902094 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.9438883461967618, -0.7264259316728919] Predicted: 4.4577653522326495 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.345648190209316 Movie Vector: [2.0697505765236657, -0.5641345466589464] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.97309844932669 Movie Vector: [1.8680641338398372, 0.21938994624642627] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.9694468067308883 Movie Vector: [1.476676860689724, -0.5156048163790945] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 2.552961256730607 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.8487878892954916 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.88566116783977 Movie Vector: [2.0927417867598757, 0.20565733132597602] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.405740332641937 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.207765571516451 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.461238266642746 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.5695426213839534 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.922601020490148 Movie Vector: [1.5556158118424885, -0.6625994718150062] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 2.4828280577008255 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [2.31414736095071, 0.12257295554886527] Predicted: 3.0641522388979623 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.8182574718203104 Movie Vector: [1.4285577988894063, -0.7918306036510337] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 2.4905014003828048 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.917729567323231, -1.0001517266088724] Predicted: 3.9592622550905094 Movie Vector: [1.3628645084673268, 0.6867991165082509] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 1.8578995538020802 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 3.9342424183508866 Movie Vector: [2.0214290468460745, -0.9130359701747105] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.099986564098703 Movie Vector: [1.6848074707802667, 0.31540375167910195] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 3.2433942425780278 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 5.116783236683031 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [2.103743956950586, -0.9845356950071066] Predicted: 5.027434903174632 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.8087583010922037 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.6734177619962405 Movie Vector: [1.835674310368388, -1.2236929599180655] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 3.338916016193479 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.9403813802040455 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 2.8254421202766653 Movie Vector: [0.8350196309405958, -0.524092990362892] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 1.6407891970794084 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 3.08475385741287 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 3.6629379672854783 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.9217554539762158, -1.2843429603248484] Predicted: 4.428659469556192 Movie Vector: [0.6931546803265205, -0.739980272583279] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 1.658096406511464 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 3.541686322651139 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.7254310567091318, -1.171588277601309] Predicted: 3.476710524441012 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 3.2318841437325587 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.9366336224973084 Movie Vector: [1.8006369031641547, -0.42304186982055464] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 2.351522915464388 Movie Vector: [1.1565676921170573, -0.6417540395468266] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 2.52746137132934 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.186843713786016 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 4.385778573102032 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 4.479523401978324 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 4.2597608409172345 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.254245817174883 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.7937771896496284 Movie Vector: [2.0697505765236657, -0.5641345466589464] User Vector: [1.8168130759412482, -0.1803772318715095] Predicted: 3.8621069392945624 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.150729640508325 Movie Vector:
avg loss: 1.0746974798527507: 12%|█████▍ | 1768/15000 [00:02<00:18, 704.60it/s]
[2.032223192532805, -0.5069537751199894] User Vector: [2.123825683348505, 0.38401875779378064] Predicted: 4.121408051617219 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 3.0779835038357666 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.217744593033549 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.993796641110078 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 4.396412865963357 Movie Vector: [1.6861761498066203, -0.7676575574054305] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.146183778037487 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.6496106281975673 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.9117888743145952, 0.1669119721499493] Predicted:
avg loss: 1.0603679808719855: 13%|█████▉ | 1916/15000 [00:02<00:19, 669.90it/s]
3.376433968804942 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [2.2069197799099287, 0.30010088330540013] Predicted: 4.0724017337149245 Movie Vector: [1.3711912188264537, -0.09572604384436205] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 2.6988330730581427 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.754128041743409, -1.6265422859376013] Predicted: 3.9845168918887763 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 4.4895470993001645 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.6861878777356143 Movie Vector: [2.002207609025139, -0.03644797817550586] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 3.0220389183689864 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.213756195762906 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.7768643671539808 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 3.3695310525056246 Movie Vector: [1.5685278321977933, 1.0094391963078866] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 2.1746587572578386 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.073530307995742, -0.9033642256943746] Predicted: 4.371896817073111 Movie Vector: [2.002207609025139, -0.03644797817550586] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.3292932551615317 Movie Vector: [1.8278911818632197, -0.7542459464208475] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 5.198259753283319 Movie Vector: [1.6871567366304778, 0.11725202766724047] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.0076507935528536 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.5327378191561327 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.5738890749809755 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.4829168620499935 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.9548010769557758 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.2807551866644875 Movie Vector: [1.928983766821091, -0.07347129402221003] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.0658493349585 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.1809780549463023 Movie Vector: [1.634835666547572, -0.6906654022780495] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.3001693549578754 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 4.002324998261532 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.47086102421126 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 3.6961335498872363 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.5309948422769342, -2.206067602298383] Predicted: 4.222585489172041 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 4.12579696330357 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 3.711247904582443 Movie Vector: [1.4633253002383804, -0.5474760961980468] User Vector: [1.9734184925094416, -0.345198456441519] Predicted: 3.076741111393545 Movie Vector: [1.4860900065739147, -0.9922751996413429] User Vector: [1.506331270001238, -0.2959165210335076] Predicted: 2.5321744719243284 Movie Vector: [2.076372846699516, -1.0751276731075774] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.2705646379916766 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 2.865548423431584 Movie Vector: [1.9401816886067522, -0.1732024418932382] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.88053306440451 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.7330940383351088 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 4.320024287929038 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [2.1372121447220365, 0.9839377771978098] Predicted: 3.994638213218001 Movie Vector: [2.087484340956714, -0.8813344373754041] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.911231287013162 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 2.7289494009340833 Movie Vector: [1.3259209413036128, -1.1127565571096736] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.145388965031215 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.2839044299766997 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 2.6651076834411023 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.0529406636262495 Movie Vector: [1.41726542351569, -0.73259677844223] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.3651736252357187 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [1.5034176161529342, 0.15431347835550746] Predicted: 1.546060543145222 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.4318495927692596 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 2.115316300855361 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 5.199800768123188 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [2.051719681945053, 0.8549789427384589] Predicted: 4.589558408853338 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 3.845417087001855 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.9186824312809643, -0.07396678760078915] Predicted: 3.544821187087245 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [1.6844014845921407, 0.10154091968116896] Predicted: 3.202192137536874 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.4733599151186345 Movie Vector: [0.8328475641386489, -0.6599446392522387] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 1.8332043462242071 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.064453196929702 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.5916094450432199, -0.9530454293499241] Predicted: 3.284019061164336 Movie Vector: [1.476676860689724, -0.5156048163790945] User Vector: [2.33633846138203, 0.004917481557315979] Predicted: 3.4474814674868686 Movie Vector: [1.9217052972479942, 0.9503499123816846] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.1089977376012623 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.840963789132595 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 3.195754521752991 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.6050062366163176 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.7122984983968257 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 4.113193331052089 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 3.7431121484182714 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 3.844076811759507 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 3.495184343156717 Movie Vector: [2.095511627348013, -0.3697700601082142] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.7024518219698086 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.6769118968902093, -0.6435865635430573] Predicted: 3.468281150041093 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [2.0411088131842763, 0.5481518849420614] Predicted: 4.083718454250809 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.7887080971136011, 1.4196579075195188] Predicted: 2.581346324585059 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 2.7009912058221706 Movie Vector: [1.8508308879778665, 0.11872617939220684] User Vector: [1.650124649572632, -0.23859582403427623] Predicted: 3.025774099836156 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [1.9639048081875747, 0.436610322708807] Predicted: 4.518179839904264 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.9250255604742723, -0.5401973627843698] Predicted: 4.216241506650075 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.2862063578092644 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.2080440709725355 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.3922743947556095, -0.822599839027739] Predicted: 4.4818805695819925 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.135743462909201 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.5968895156473097 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 3.0900296348841034 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [2.3847679449090085, -0.6091860996815402] Predicted: 4.143199484603546 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.204780978178079 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.968668558760138 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.9470019688050857 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.045302500630643 Movie Vector: [1.7424503616167264, -0.6573617795431993] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 3.8094403861626827 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 2.4937000233758924 Movie Vector: [2.0535878499336455, 0.029869359461179593] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.0436868401530073 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.322726044506436 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.650124649572632, -0.23859582403427623] Predicted: 3.6886816116253627 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 2.827189939079538 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.5647413331020434 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 3.3262217171516792 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 4.290688564205666 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.598024220263739 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.852631376388538 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.942649923889411 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.1173084569283835 Movie Vector: [1.8680641338398372, 0.21938994624642627] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.4084137818692817 Movie Vector: [1.1263959217312158, 1.223149523451567] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.5109302208707636 Movie Vector: [1.6715832379197957, -0.6285767078792664] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.378646592368924 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.9237758490240702, 0.2447144783673793] Predicted: 3.0394913677931474 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.492898734576131 Movie Vector: [1.573249290769095, -0.06031265873421089] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.2777739414431593 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.1847524394295625 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.868320713109468 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [2.0998387814408175, -0.22906038469248832]
avg loss: 1.0618171386537134: 13%|█████▉ | 1916/15000 [00:02<00:19, 669.90it/s]
Predicted: 4.241357975433657 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.5901222616228115 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.538537614460115 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 3.9685406370446965 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.962010092031467 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 5.003748571514845 Movie Vector: [1.6095786192022565, -0.25934113611161114] User Vector: [1.9486332087370792, -0.2643497443766888] Predicted: 3.205035112488155 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.8191655280261165, 0.2649725059502095] Predicted: 3.455583035218265 Movie Vector: [1.8590098148403165, -0.9721728127291684] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.043469229877761 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 4.328370835731929 Movie Vector: [1.9270146824621193, -0.08075331547391587] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 3.76524793091906 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.798616624667837 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 3.1677130659400596
avg loss: 1.052884596015976: 14%|██████▍ | 2055/15000 [00:03<00:19, 652.72it/s]
Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.210448476106928 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.9968048351782963 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.2100736433258232, -0.7730102629909671] Predicted: 5.335161671693299 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.7699944119353908 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 3.980094472568936 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.7901433264156257 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.0287434374564635, 1.8788260353970543] Predicted: 3.6887563491568347 Movie Vector: [1.6130452122097185, 0.4432241263064516] User Vector: [1.4147191047922056, 0.05436261875899453] Predicted: 2.3061007028098723 Movie Vector: [1.0328965319843806, -1.2886292858815516] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.4232049582333035 Movie Vector: [1.577343894230668, -0.9848927321016558] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 2.9406681618770247 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.900369295675613, -0.06486869539160076] Predicted: 3.4052554002098825 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 4.103757505717024 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.045489963523127 Movie Vector: [2.120172744510065, 0.09787862876272119] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.313810371725891 Movie Vector: [1.7359719739246298, 0.4025564674049729] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 3.953512864612758 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [1.6649047847906764, 0.036797288167382355] Predicted: 3.1273041271516373 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.764289520052683, -0.5325715460410576] Predicted: 3.27309893343696 Movie Vector: [2.134278841843628, 0.776709093525398] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 3.970556612255843 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.8192651109674218, 0.2721286757743887] Predicted: 3.7646143673473507 Movie Vector: [1.4069173696148591, -1.36711624123183] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 1.9240644925173445 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 3.3442068853874676 Movie Vector: [2.049024836307399, -0.27621038717078417] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 3.810720139024737 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.1087995813895817 Movie Vector: [1.579485063853887, 0.6043768829127388] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 2.7437404364862727 Movie Vector: [0.86536534055672, -1.586740567163063] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 1.8904645884155444 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 3.988854030710746 Movie Vector: [2.2749270699817674, 0.610429722496464] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.799023035734616 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.177032315766796 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.2258532169393943 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 3.6376035785691236 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.303213603929139 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.156363364133218 Movie Vector: [1.8353457445442485, -2.160143660812948] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 5.258077762664324 Movie Vector: [1.8278911818632197, -0.7542459464208475] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.1121564080273827 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 4.049446580981115 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.891346984273184 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.2266342538995754 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.9160102005103343, 0.7127783450427894] Predicted: 2.538821202993033 Movie Vector: [1.6558618413959183, 0.034038339385766045] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.3217757270635606 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 3.994769613125894 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.4616658538091096 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 3.344414158283078 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 4.591324077842553 Movie Vector: [2.0473204416440898, -0.13455240851294956] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 4.287486695435252 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 4.66196855083123 Movie Vector: [2.2282971228700785, -0.14178488787886906] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.284436134978789 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [2.050119773154501, 0.6703883495968126] Predicted: 4.184572130086991 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.266428539684636 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.292068809083411 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 4.209737211815366 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 3.253645901599318 Movie Vector: [1.8278911818632197, -0.7542459464208475] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.534845327116639 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.9389465922189633 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 4.71209108360228 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.1688153215040016 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.613005454423062 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 4.55322799733389 Movie Vector: [1.5381416995787915, -0.48607995616032607] User Vector: [1.8595409992180778, -1.0996155575723858] Predicted: 3.3947386349917363 Movie Vector: [1.5618149046780694, -1.1198007066523625] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 3.9019332994879083 Movie Vector: [1.7678115339615184, -0.7967609928813442] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.3482656446884107 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.651628666063391 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.9223220581441476, -1.2825923550756222] Predicted: 4.674037909445877 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 3.4852229821525786 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 4.089277332549771 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 4.107502046692631 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.4163796132751738, -0.38552470416048035] Predicted: 2.2378098855725486 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.067961052231128 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.3593250208602177, 0.6237041616336029] Predicted: 3.9000003851823766 Movie Vector: [1.539471083314751, 0.6378375904547081] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 2.959466573360819 Movie Vector: [1.5699102548960135, -0.17338563692476022] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.025342055282085 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [0.9681305981605053, -1.6503128642351563] Predicted: 2.0358351664078405 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 2.603310035186102 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.877573932902606 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 4.001851380683574 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 3.4738151234527743 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.9154875876599844 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.943520348743408 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.0939263673894133, -0.5979956834125539] Predicted: 4.522724873555828 Movie Vector: [1.54167821775635, -0.5801524201770765] User Vector: [1.8839185047116718, 0.7744172990838148] Predicted: 2.455116052451628 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [2.020364268468309, 0.3421181868297234] Predicted: 3.427507529204932 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.292519508211053 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.4540997194488456 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.7464164023399182, 0.324863266448332] Predicted: 3.605299915058709 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.7662829659909383 Movie Vector: [2.070393542462831, 0.15914440772533692] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 4.026859602325776 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.4745384934510404, -1.5045074055429701] Predicted: 4.158308126342203 Movie Vector: [1.5699102548960135, -0.17338563692476022] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 3.4924570041455043 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [2.078969812824585, -0.368115844323147] Predicted: 3.3223464186323017 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.888433799782392 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.3986640532438157 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.198617354724585 Movie Vector: [2.036290016169283, 0.21482095504091786] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.249554113102548 Movie Vector: [1.7954695780905647, 0.37908439495940927] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.4900056285004872 Movie Vector: [2.1004099836669825, -0.322970771594816] User Vector: [1.3747938743878672, -0.5054416482496856] Predicted: 3.050873658379844 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.623519009151774 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 3.350088858360284 Movie Vector: [1.7195121914756875, -0.8124124276379828] User Vector: [1.3893397959381344, -1.5245698529834824] Predicted: 3.627566212583959 Movie Vector: [2.278226217735427, 0.07108051275839947] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 5.23959440073658 Movie Vector: [1.1533124731251436, -1.0875932709049823] User Vector: [1.912733848870456, 0.41972650961929564] Predicted: 1.749488078188579 Movie Vector: [1.7895564134601825, -0.2811242290955198] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 3.655317260920259 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.516337180593489 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.709325397886807 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.9114176898600075 Movie Vector: [1.9365472966461, -0.054949460520030795] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.2490960023949196 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.884393852825142 Movie Vector: [1.7424503616167264, -0.6573617795431993] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.607246658025573 Movie Vector: [2.025284274060767, 0.14694524176127477] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.975476399449885 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 4.1000202990426615 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.8680966688264997, -0.41504297024390185] Predicted: 3.9144479685251654 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.955531472717202 Movie Vector: [1.9572878101079685, -0.22910199522532543] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.358122139067238 Movie Vector: [2.1797866644951944, 1.3349083711408394] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.726854734390842
avg loss: 1.0482624780502503: 15%|██████▋ | 2191/15000 [00:03<00:20, 613.18it/s]
Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [2.1097657413211888, 0.6838949311457456] Predicted: 4.706621150415169 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.8477069539847526, -0.27921710599027694] Predicted: 3.538647892039353 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 3.1289562644454176 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 2.6585324323965724 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [1.7852538757112373, -0.7305649623425831] Predicted: 2.999315727758926 Movie Vector: [1.318794611040676, -0.66079815375943] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 1.8732286102192799 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 2.8135790461525616 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [1.6424140960357814, -0.7302840997176842] Predicted: 2.4686621376317865 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 4.192843964678661 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.485507098547544 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.048780790642713 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 3.2255736494508893 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.9954187045936926 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 2.9337614528110674 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.396721244612301 Movie Vector: [2.0567409886878267, 0.165376624051098] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.318672173959669 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 3.713420789545133 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.8500967945764368, 0.1799868128719579] Predicted: 3.2226730713679426 Movie Vector: [1.465956397853748, -0.13388518074810962] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.268188784918691 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.4051741685457952 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.286446836704133 Movie Vector: [1.6688629868480884, 1.2586460580930556] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.320143662169122 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.086434165744164 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [1.8999184960261437, -0.40351939344131305] Predicted: 2.9565330225145625 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 2.521699822895675 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.077413160100681, 0.11757541938522326] Predicted: 3.484412567554951 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.918995090349063 Movie Vector: [1.0982062636848544, -0.35254972492965875] User Vector: [2.020354463291732, 0.02439611572416159] Predicted: 2.210165082562727 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.075830497102717 Movie Vector: [1.7039833198275063, -0.958047563360111] User Vector: [1.544770515559105, -1.3171906253311916] Predicted: 3.894194460553381 Movie Vector: [2.0760856782962342, 0.1303691085363817] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.1445534571413 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.917729567323231, -1.0001517266088724] Predicted: 3.538435526379132 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.3881432663851174, 0.24003898290653394] Predicted: 4.481272226875391 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.6441555665201582, -0.4497379573122696] Predicted: 2.886313968297219 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.588906661797161, -0.8291388666592155] Predicted: 3.0166905810977984 Movie Vector: [1.6688629868480884, 1.2586460580930556] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 3.1731818802126686 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.9214904469705554, -0.6362760385675038] Predicted: 3.714669645412004 Movie Vector: [1.7442813742945067, 0.5245794868231564] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.2230750036595412 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.3821138532686605 Movie Vector: [2.2517145060507042, 0.1678937692884885] User Vector: [2.0008538256781145, -0.8427659510859357] Predicted: 4.363856431610642 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.555857415946139 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.5743832466632908 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.9668383700942722, -0.7895925399194295] Predicted: 4.481089689074485 Movie Vector: [1.8336667632151844, -0.27393948990289296] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 3.370091479874338 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.715999372935025 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.421193990926036 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.715841955844129 Movie Vector: [1.6693645089499394, -0.16680363947316895] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.5852386252777917 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.9103569361826014 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.14737398849699 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.5805057898126664 Movie Vector: [1.748757324551664, -0.4531445007335702] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.257417066069942 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.541162600654999 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 2.7673023990711427 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 4.208756970287731 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 3.703535983706824 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.54419013438772 Movie Vector: [1.4891871854765992, 0.12410835560219015] User Vector: [1.8230023602844376, -0.1678110595512537] Predicted: 2.6939649993764117 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.6510699891974157 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.1594568560811522 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.6117476106308133 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.7804271393557345 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 4.547961083299189 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 3.4887368635697515 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 4.1939269788787295 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.7768129930888372, -1.3919800882121993] Predicted: 3.9415040871250095 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.2713904462409165 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 3.8910271903369167 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.382675625707404 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.949382269034189 Movie Vector: [1.6715832379197957, -0.6285767078792664] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 2.951049657266314 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.373972253589795 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 2.8913631971567697 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 2.257729503512518 Movie Vector: [0.9326174668913046, -0.6799274309100114] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 2.419678392509853 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.040262545115192 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [2.0779413819266095, -0.21547920453879366] Predicted: 3.095659310744439 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.1657161246367373 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.9455209744919653, -0.06754504693648923] Predicted: 3.7652523954310624 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.288223293206695 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.6954085800549832, -1.2063578154030015] Predicted: 3.627879193167457 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.4707550997055012, -0.27817311416713536] Predicted: 4.277335933175391 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.5947157179495497, -0.40463716705413044] Predicted: 2.5066934125001574 Movie Vector: [1.488900542740799, 0.21220769192296668] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 2.780688725782343 Movie Vector: [1.6939060994560575, -0.6749793181748209] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.375620956150501 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 3.5144702831513053 Movie Vector: [1.5723802585043938, -0.8311042027964548] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 2.6406207198025005 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [2.0779413819266095, -0.21547920453879366] Predicted: 4.224727641207127 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.275670690218371 Movie Vector: [1.7863747324408676, -1.0454070976280674] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.7969257941629153 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [2.0098172350081693, -1.2189688149770008] Predicted: 4.270483354030138 Movie Vector: [1.8597272757294498, -0.09236886423889124] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.895835560963392 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.055335954956014, -0.2414299672405509] Predicted: 4.267995508878429 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 4.2672228286412475 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [2.0939263673894133, -0.5979956834125539] Predicted: 4.437643997270805 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 2.988287411433342 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 2.8592096846239685 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.9985168215508662, -0.17231930143969956] Predicted: 4.37801993055807 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.90084353587767 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.6175550280704525 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.8956450685640953 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.052333157882166 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.6720224447422707 Movie Vector: [1.7992837175252532, 0.05328920443714934] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.442963307475614 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 4.418688520862058 Movie Vector: [1.2856126885112849, -0.915759915415003] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 3.323481394794844 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 3.1267236391576256 Movie Vector: [1.4392686159629149, -0.23808591760228826] User Vector: [2.0939263673894133, -0.5979956834125539] Predicted: 3.1560968557283005 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 2.740206355114127 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 4.071498374839129 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.1100035178874816, -0.118127904963119] Predicted: 3.655696935000015 Movie Vector: [2.017191019047524, -0.07072953000012956] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 4.359491397371514 Movie Vector: [1.063751548163045, -0.8217889236636999] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 2.1393043429654957 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.5908503551708635 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 4.011548444624829 Movie Vector: [2.079138557717143, -0.48811621132579613] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.398391546463965 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 4.034795099818382 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.2231989336423252 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 4.260589190163706 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.2627806734472027, -0.03771589577644197] Predicted: 4.688068519542092 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 4.095874964327246 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.9734184925094416, -0.345198456441519] Predicted: 4.078197674911693 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.797351561442695 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 3.299879917657853 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.310644843031747 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [1.5999604354638877, 0.7745609636585278] Predicted: 2.157085772585017 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.018894045630555 Movie Vector: [2.1197935390824503, 0.9740159353470682] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.9723547082401445 Movie Vector: [1.708495605984778, -0.9472672343574263] User Vector: [2.264264964710511, 0.1152395266029203] Predicted: 3.759324115339379 Movie Vector: [1.9481098652136142, 0.20884646003284685] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.0424493972386557 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.288925484064376 Movie Vector: [1.5582426689132205, -0.5486669979960184] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.185718957745039 Movie Vector: [1.62066250158491, -1.0929836787690033] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.177724284345561 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.381052823428562 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 4.149489422130933 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [2.1637768129113826, -0.8502804935308549] Predicted: 4.952136756026873 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.8500967945764368, 0.1799868128719579] Predicted: 3.622508208812898 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.222757734565527 Movie Vector: [2.14143825031317, 0.7392036660390685] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.021313136430336 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.7045837527077623
avg loss: 1.0375975986282546: 15%|██████▉ | 2279/15000 [00:03<00:18, 685.98it/s]
Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.9578085691549225, -0.530754998526253] Predicted: 3.6836602046885507 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.443558690229462 Movie Vector: [1.4966953472873943, 0.12210343432620281] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.2128723409045383 Movie Vector: [1.6693645089499394, -0.16680363947316895] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 2.963646343210855 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.2000122649554483 Movie Vector: [1.7287378534216737, -0.2764147426372863] User Vector: [2.077413160100681, 0.11757541938522326] Predicted: 3.5588031877725497 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.819150916610713 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [2.09809245138733, -1.1812744033819897] Predicted: 4.4411644862204716 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 3.141783346589781 Movie Vector: [-0.17969518009613727, 0.5460048926937355] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: -0.46234110984050525 Movie Vector: [1.4392686159629149, -0.23808591760228826] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 2.353627110819152 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.8660268582573645 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 3.3578607707385673 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.798119674876059 Movie Vector: [1.3124799738494137, -0.2767922168878195] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 2.2800555756648766 Movie Vector: [1.4037107006828005, -0.6186409806364596] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.682601764793571 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 4.357776506256048 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.4234930678543436 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [2.0314769743086414, 0.8526634217648135] Predicted: 2.4861727463891015 Movie Vector: [1.5766663743163134, -1.504627967812182] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.6493070432642 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.9219837528968082, -0.12838731741676357] Predicted: 4.124831928431146 Movie Vector: [1.5250924198540174, -0.557287114728746] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.1901954039331017 Movie Vector: [1.2226312328902058, 0.9996721730702169] User Vector: [1.8828579256154758, -0.7805673822264726] Predicted: 1.521729415734276 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.376389684532333 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.902520718909112 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.755879099727727, 0.7060875589462566] Predicted: 3.1515498538583273 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.138820069557317, -0.017300980395369047] Predicted: 4.062683302824569 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 4.140717575557507 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 3.510613134703256 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 2.2903240815991217 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.1201330525583373 Movie Vector: [1.7945002656021507, -0.6713210331387821] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.017995562241605 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.352794228335173 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.7251634773567708, -0.659799656680235] Predicted: 2.7600474843957152 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.147354202356946 Movie Vector: [1.6731606468519784, -0.8565889237072276] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.691270377946802 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 3.9770431991654642 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.594481904094026 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.87995656045839 Movie Vector: [1.5699102548960135, -0.17338563692476022] User Vector: [2.439054328620667, 0.15787154752979912] Predicted: 3.8017237439293448 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.809730341624602, -1.086358472428573] Predicted: 3.939690424489112 Movie Vector: [1.9066097487127265, 0.2072606431978739] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.040356191880115 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.107306760494903 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.588364584836973 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.504988956561364 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.8805624360201203 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 4.592052432584867 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 3.05492078831388 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.6143779143194266 Movie Vector: [1.687801859843097, -0.09645919897690348] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.3676722646700434 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 4.260175406782196 Movie Vector: [1.910430730064925, -0.8913722534996712] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.729046835634417 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 4.0102148621850935 Movie Vector: [1.0390225908110415, -0.5158491077010562] User Vector: [1.8409304142534344, -0.8419341804758096] Predicted: 2.3470792842619135 Movie Vector: [0.7203246971945775, -1.3759343596291604] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 1.4201698294987866 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.0739683220628824, -0.2636907724489874] Predicted: 3.5949849561017584 Movie Vector: [1.3708110068313601, -0.04540221351906522] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 2.608587444452469 Movie Vector: [1.397415807441027, -0.6947521153085613] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.386780784040278 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.037376309741462 Movie Vector: [1.4194101556731258, -0.3654893468179692] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 2.9536706813707996 Movie Vector: [1.7327147742057332, 0.11943683871952634] User Vector: [2.207550906659435, 0.2866985978375883] Predicted: 3.859298444971107 Movie Vector: [1.4585145090697782, -0.7448988822944351] User Vector: [2.3682689041984424, -0.49025200547515363] Predicted: 3.8193427290732602 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 3.937290323257259 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [2.050119773154501, 0.6703883495968126] Predicted: 4.3532889883296315 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.0631534959252193 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.197928079928886 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.676439153103215 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.969857028755161, -0.386846203982055] Predicted: 3.3749811549954907 Movie Vector: [1.305226309958479, -0.7171334012538267] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.188225058644957 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 2.099078370777695 Movie Vector: [1.2236597807497442, -0.6447562970256936] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 2.8682501219973258 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 5.144673317466722 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.74423210520691 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.3623088332587328 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.277380434623429 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.8188117261004386, -0.6163664579467437] Predicted: 3.7481520806042856 Movie Vector: [1.9480860296354412, -1.4213126322864893] User Vector: [1.8500967945764368, 0.1799868128719579] Predicted: 3.348330188207769 Movie Vector: [2.1059541195838376, 0.1988106398008806] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 4.329918942691287 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.311279154668151 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 3.124229079138103 Movie Vector: [1.6017727422700208, -0.6307129463170354] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 2.471010496210083 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 2.798082527652377 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 4.496977197487245 Movie Vector: [1.7767033790731543, -0.4759950743084916] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.823813180649643 Movie Vector: [1.7039833198275063, -0.958047563360111] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 3.8140916398735203 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.152631774160044 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.376589799728912 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.8721443468422558, -0.7485594943256833] Predicted: 4.56013366700865 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 3.93393991869212 Movie Vector: [1.2332537755098723, -0.6452446322326755] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 2.6523536095624296 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.9662003617733386 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.04082719238658 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.9921105348482038 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.463120713643934 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.0866994903247384 Movie Vector: [1.2958247286628775, -1.3242204220107394] User Vector: [1.805818804737403, 0.3463910591281801] Predicted: 1.8813265481637016 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.1289366597962402 Movie Vector: [1.3761708693636512, -1.286905530213616] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.1147197809439016 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [2.09285120474546, -0.01172711887918133] Predicted: 2.9843212960967067 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 3.8043749868569923 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.9354048832335533, -0.697992072039503] Predicted: 4.765070864763603 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.893240723201283, -0.8350406600836258] Predicted: 3.6226791754012044 Movie Vector: [1.3857403167870765, 1.2244881176502906] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 1.9882386075171234 Movie Vector: [1.7232052837436909, 0.5284559560197168] User Vector: [1.369685103127072, -0.9914277248553532] Predicted: 1.836322720610704 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 3.906875073318657 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.7884999767704048, -0.6923728245864661] Predicted: 4.247497922463959 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.861086646438452 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 3.157260158715541 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.7176812765753953 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.3760440806235708 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8034813556012805, -0.3656082056238218] Predicted: 3.9698365451660482 Movie Vector: [1.7678115339615184, -0.7967609928813442] User Vector: [2.0458061271931944, -0.10963612448162247] Predicted: 3.7039534552989144 Movie Vector: [1.1017846893305971, -0.452296336134286] User Vector: [1.796332814775905, -0.38942335463210476] Predicted: 2.155306748767451 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [2.1695879305199757, -0.3193580974872035] Predicted: 3.710148067334129 Movie Vector: [2.182624478210368, -0.4579459912612763] User Vector: [2.0008538256781145, -0.8427659510859357] Predicted: 4.753053826117214 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 3.6425137718554828 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.238795430764768 Movie Vector: [1.2332537755098723, -0.6452446322326755] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 2.400510538536348 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 2.9347362932515293 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 3.477918920481557 Movie Vector: [1.9557782684947362, -0.10664397850368793] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.006343714070102 Movie Vector: [0.8350196309405958, -0.524092990362892] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 1.7256371800507266 Movie Vector: [1.761537994706926, -0.6104796538285983] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.280874024874083 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.21589351154217, -1.5352596268987186] Predicted: 3.270179542740827 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.8932453930322275, -0.4962454761625414] Predicted: 4.078216131367862 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 3.250113624125141 Movie Vector: [1.8278911818632197, -0.7542459464208475] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 3.312911359683192 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.636089524404684, 0.4804106666066662] Predicted: 2.7788901598125957 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 3.5697895658629286 Movie Vector: [1.5333427444955974, -1.6516426362293861] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.392559819836307 Movie Vector: [1.299663902131595, -0.632154002002143] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 2.9669561149445545 Movie Vector: [1.138834791441209, -0.7884634575822522] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 2.9754426319811684 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 2.9414294192626267 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.7558759811726685 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 3.4298964072800073 Movie Vector: [1.2937452388867652, 0.6555652551817668] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 2.49053698326062 Movie Vector: [1.973707055850441, 0.381644656792106] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.9774446913517916 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.7049065579227738, -0.3943454774957127] Predicted: 3.8095492703454763 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.993933986396558 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.434692343906522, -1.2094486445453991] Predicted: 3.2211286051148633 Movie Vector: [2.0825183417273214, -0.5750431260871887] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.578401411212039 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 4.626973414529766 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [1.74656198725315, -0.6870721952301984] Predicted: 4.410667445387754 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.7265372444721834, -1.3929180373185215] Predicted: 2.771006248022264 Movie Vector: [1.7800409923165972, -0.4350752684811157] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.435935564157886 Movie Vector: [1.4169439204975105, -0.11897319846378315] User Vector: [2.159681076222879, -1.0561158949931069] Predicted: 3.1857964571433 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 4.302546838139122 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.533373886203801 Movie Vector: [1.5980022719682037, -0.560907833295144] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.266440250496307 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [2.172945560314143, 0.18119748111990758] Predicted: 4.3718544658632625 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 4.042976427957551 Movie Vector: [2.221561277881298, 0.3864226885150201] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.233024686981433 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.939573096675689 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 3.321610732672202 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.1769953184281063 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [2.3155264962827333, -0.7550178073753313] Predicted: 4.76786426187344 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.3395798854072192, -1.8643298908664079] Predicted: 4.204674923154923 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.031375320655249 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.4556057840549763 Movie Vector: [0.19601784361978322, 0.6520588824060982] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 0.18923951220680485
avg loss: 1.0326629693054783: 16%|███████▍ | 2443/15000 [00:03<00:18, 693.34it/s]
Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.692871795651815 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.029307270330605 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [2.151393895760849, 0.009311814410221076] Predicted: 3.377405725486233 Movie Vector: [2.096802354200109, -0.0055412461449389685] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.3287698555489555 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.1479753146799965 Movie Vector: [1.925874827536136, -0.35245243390633757] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.3070796520867813 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.2033054834681094 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.014906599176812 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.524596996487472 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.224832664710954 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.4745384934510404, -1.5045074055429701] Predicted: 3.7966724329637316 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 3.427467342496126 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.422504019251349 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 2.4828865630260757 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 5.00714578434176 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [2.0300615201298493, -0.2846715271829401] Predicted: 4.240865709080579 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.937144041524108 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.319824514867909 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.80042039776201 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 3.9726976114427743 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.9357676048131984 Movie Vector: [1.5381416995787915, -0.48607995616032607] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.4453813307331496 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [1.8034813556012805, -0.3656082056238218] Predicted: 3.3718256784913363 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.3518388483586248, -0.00010043695216066517] Predicted: 2.202017296263169 Movie Vector: [2.0697505765236657, -0.5641345466589464] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.470156471720789 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.825100830275965 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.2508275746454722 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.507088797842673 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 2.491159065470427 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [2.1100035178874816, -0.118127904963119] Predicted: 4.01964696489219 Movie Vector: [1.9431993518033732, -0.10854074005699911] User Vector: [1.9486332087370792, -0.2643497443766888] Predicted: 3.815275505008944 Movie Vector: [1.6257649764301658, -0.074651828991291] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.4861557137347314 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.7559494094494585 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.6297603592843246 Movie Vector: [1.0288239909539931, -0.8439794329426977] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.1048071601608407 Movie Vector: [1.746359772327885, 0.3593834449251192] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.4172831576350995 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 4.737223012625367 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.783395867585231 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.116703262264565 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.033126234269603 Movie Vector: [1.7442813742945067, 0.5245794868231564] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.085826850689714 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.6699585718539884, -0.05764836347727513] Predicted: 3.0271311925325977 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.9817624282770674 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 3.7916965345842497 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.515261433013319 Movie Vector: [1.9214755896028461, -0.5220546377886168] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 4.16447347877747 Movie Vector: [1.5111851037283517, 0.9200932090115352] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 2.227019709387116 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.2094215495450706 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 2.9219876110027996 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.580451237253885 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 3.056459571745596 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.65241432779188 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.508939488856373 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.3808388454537077 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 4.1564730108375665 Movie Vector: [1.6566792842669986, -0.9563279179658184] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.6480696806501998 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [2.3004650782693137, -0.36015458120946253] Predicted: 3.904116962287122 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 2.8844512949878136 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.4534028832456682 Movie Vector: [1.2217723756417205, -1.041340573523281] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 2.480813232884498 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.600692046666692 Movie Vector: [1.1166674725350771, -0.3611837183799096] User Vector: [1.7464164023399182, 0.324863266448332] Predicted: 1.832831067453867 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 3.624955049570431 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.3893397959381344, -1.5245698529834824] Predicted: 2.611880634765204 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 3.119384136714046 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 4.453475177146653 Movie Vector: [0.8563605705974511, -1.7395698931138341] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.8738870538444549 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [2.2547002620900423, -0.5319658328578045] Predicted: 4.473625509465327 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.1336167280924427 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 3.7875804727000464 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.022037214151813 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [2.129707998204696, -1.4222369952673213] Predicted: 5.179781797158704 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.517486650469436 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.74656198725315, -0.6870721952301984] Predicted: 3.336495081371217 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.7608407862518187 Movie Vector: [1.2332537755098723, -0.6452446322326755] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.2042052009340987 Movie Vector: [1.6730944499656977, 0.9431507078044282] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.6115245491909196 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.86943985190321 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.418983984847927 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.5558942145447068 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 2.191763041785911 Movie Vector: [1.5000057407713776, -0.5440636439461103] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.820322743909141 Movie Vector: [1.6905172129393704, 0.1595712696872229] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.3302843187199875 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.4783608326213686 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.6606702621172587 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.9237962842116305 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.7891024666435167, -0.9996871651221602] Predicted: 3.602873143836577 Movie Vector: [1.5153350539988744, -1.2528255756597688] User Vector: [2.138820069557317, -0.017300980395369047] Predicted: 3.26270413631982 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.5769992758568407 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 4.091653350737257 Movie Vector: [1.5853389329243626, -0.1813353732886437] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.7992370436550793 Movie Vector: [1.7195121914756875, -0.8124124276379828] User Vector: [1.3747938743878672, -0.5054416482496856] Predicted: 2.774601904259903 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.8191915144078281, -0.573492765374234] Predicted: 3.791725327996832 Movie Vector: [1.6490593951995396, -0.20949243283784372] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 2.455649479797577 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.9367645330301264 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.742126281248175, -0.7427373096278526] Predicted: 4.020478624278163 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.118216941045469 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.6885167686159965 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.442423401028811 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 3.105980674729956 Movie Vector: [1.6901801831249574, -0.7837564128245986] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.1926141385536604 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 3.249234707366753 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.411619993735008 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [2.1695879305199757, -0.3193580974872035] Predicted: 3.465528714122812 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.1938253820005365 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.6387362194990909, -0.5371750770815172] Predicted: 3.495377506997734 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 2.5312146573463052 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.952294926748682 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.629588940694224 Movie Vector: [1.9066097487127265, 0.2072606431978739] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.415070943564732 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.902793230454589 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.9961877384398417 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.6426994626820317 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.177475087367841 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.1239838677920724 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 2.8551938428829122 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.370567566586738 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.7964084161766087 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 3.860336663000774 Movie Vector: [2.1845275447220756, -0.6983695855728876] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 5.0945452440104315 Movie Vector: [1.4407501194668768, 0.6648629351569867] User Vector: [1.6424140960357814, -0.7302840997176842] Predicted: 1.8807694750408572 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.8683689741740883, 0.7043119727333226] Predicted: 3.853042040810282 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.3082991935778763 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.477639539340183 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 2.2270319633882196 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 4.014480005360115 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.7301742106419906, -0.46968269511944494] Predicted: 4.080413590009197 Movie Vector: [1.746359772327885, 0.3593834449251192] User Vector: [1.6680629909515279, -1.0711428300350656] Predicted: 2.5280871048418376 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 3.7126218017773924 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.1772413863257696 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.2252177428989124 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.797610961682146 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.5352751934981836 Movie Vector: [1.7708608747709509, -0.17382077835637433] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 3.5926661679712724 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [2.127020813734792, -0.7131739206613592] Predicted: 3.1803538663562922 Movie Vector: [1.7387945265041318, -0.4971050500992355] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.1735989999762872
avg loss: 1.0377238653584977: 17%|███████▉ | 2595/15000 [00:03<00:17, 695.80it/s]
Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 3.096621777129358 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.67096315527642 Movie Vector: [1.2953136259602558, 0.4561390658934471] User Vector: [1.235054460024316, -0.9457142686833839] Predicted: 1.1684056477531395 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [2.694912970691828, 0.52687217850532] Predicted: 4.124700594124091 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 4.098821818567092 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.7442025052972265, 0.055733698869211576] Predicted: 3.7189966092023785 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 3.1156318224314847 Movie Vector: [1.6901801831249574, -0.7837564128245986] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.8925766020478343 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [1.5419688499254465, -0.13834439458127662] Predicted: 3.1616556487899357 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.8872266419751627, -0.18716267688414884] Predicted: 3.794927462589988 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.172945560314143, 0.18119748111990758] Predicted: 4.530998016784149 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.8162847911966242, -0.2901935494758527] Predicted: 3.6662082507376135 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 5.367825467587014 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.3718005064638783 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.8946154808711448, -0.6302522932061356] Predicted: 3.0321218480365433 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.524603707642291 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 4.362310647025482 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 2.9570917022674528 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.034348010666196 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.0380791327532104, 0.08204633605293211] Predicted: 3.1104295702078626 Movie Vector: [1.4393928555151883, -1.1551655407416987] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.409810826679161 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 2.6406693247425483 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 2.8758951836966196 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.7049065579227738, -0.3943454774957127] Predicted: 3.454780320538057 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 4.14562798782744 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 3.2149301654945712 Movie Vector: [2.045568802728415, -0.20788072304172558] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 4.209653042000596 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [2.055130390182261, -0.13553800374770578] Predicted: 3.4108670966896977 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [1.9829349035794237, -0.30825286179528516] Predicted: 3.7253620202567603 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.6769118968902093, -0.6435865635430573] Predicted: 3.7468705763180674 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.425617795136596 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 2.8065657176604097 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.612338102555771 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 1.9672889379300753 Movie Vector: [2.1045684573218004, 1.0474209498503024] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.091570707870091 Movie Vector: [1.4772894798102798, 0.7505237929483461] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 2.348641976385644 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.6888928086591894 Movie Vector: [1.5111851037283517, 0.9200932090115352] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 2.722769293490274 Movie Vector: [1.3853883397461062, -0.7990556198536285] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.9921387226186824 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 2.9704773485475076 Movie Vector: [1.1641272782141878, -0.41625493416795917] User Vector: [1.7922950217497187, -0.3563283994729567] Predicted: 2.2347829798911283 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [2.0483352607844045, -0.3181872213109247] Predicted: 3.6445133551710005 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.7811759086628536, 0.28372205092956326] Predicted: 3.583433264658722 Movie Vector: [1.5518850811517515, 0.17743558744449964] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.3962840365916267 Movie Vector: [1.359506850963715, -0.5695575974306964] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.8134301685321144 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.8328562734859046 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.040624638243273 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.700774965482778 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9602505870826157, -0.145630444786689] Predicted: 3.3822180589619966 Movie Vector: [1.3033556002357416, 0.9797925896608638] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 1.919819681299428 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.290410654705678 Movie Vector: [1.6897564499517352, 0.12379795122821866] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 2.902498312008599 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.268336621462453 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.3004650782693137, -0.36015458120946253] Predicted: 3.4567582922501168 Movie Vector: [1.1370557093629188, -0.04338680439256199] User Vector: [1.920990981742082, -0.23854476837916966] Predicted: 2.194623458629049 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 4.429924699862284 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.6947774394898003 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.2444016867554706 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [1.98794770036992, -0.09674230864460064] Predicted: 3.928419768128084 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.0411088131842763, 0.5481518849420614] Predicted: 3.5201453782097603 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.860393722501364 Movie Vector: [1.8340363462208737, -0.32947152294325155] User Vector: [1.6848822944692565, -0.21862320575358535] Predicted: 3.162165487711007 Movie Vector: [1.9645437276429587, -0.528061917534592] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.032995343790466 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.7076442328149102, -0.9639393704843402] Predicted: 3.2705911586515026 Movie Vector: [1.4392686159629149, -0.23808591760228826] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 3.2104427719408664 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.0131288140252726 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.6324128300325644 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 3.5983090253501286 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.2591502111208435 Movie Vector: [2.049024836307399, -0.27621038717078417] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.3434532901015 Movie Vector: [1.516995315529609, -0.5439746205472714] User Vector: [1.8083893142275824, -1.4300400338151906] Predicted: 3.5212236030990702 Movie Vector: [1.5853389329243626, -0.1813353732886437] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.907795812781881 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 5.011008062600781 Movie Vector: [1.4573940649485568, -0.6560135868036624] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.7095123602436066 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.038258046405479 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [2.3155264962827333, -0.7550178073753313] Predicted: 5.177113830862667 Movie Vector: [0.5386098773692477, -1.4101759193689445] User Vector: [2.00311122857028, 0.6048451957770121] Predicted: 0.22595736314646442 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 4.003319974433362 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.0994561720721077 Movie Vector: [0.2189646401848221, -1.3092041047137053] User Vector: [2.0939263673894133, -0.5979956834125539] Predicted: 1.2413942369337274 Movie Vector: [0.4580188160684759, -0.6921282059632778] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 0.800331113395576 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 2.7727954648581297 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [1.4837235913282305, -0.22222415623017241] Predicted: 2.496026953382892 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 3.7177461521967716 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.4773120886067748 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.119757823793704 Movie Vector: [1.299663902131595, -0.632154002002143] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 2.565279279675141 Movie Vector: [1.9167612263179186, -0.2779384082942288] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.7672053534816414 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.6153732415050928 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.723505128419661 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.598585674014078 Movie Vector: [1.5278634210919255, -0.552902019132661] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 3.0813298515627943 Movie Vector: [1.6024137103668588, -0.5186780050396711] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.30991648265409 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 2.4525223469586224 Movie Vector: [1.319186515561602, -2.468036657836335] User Vector: [1.5264215032188109, -0.8813626486416742] Predicted: 4.188869989804903 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.208732476652244 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.028609000698342 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.0025810550066874 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 3.731618520963845 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 2.7439197703434957 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.233271053794375 Movie Vector: [0.933498663822838, 0.4963343420003545] User Vector: [2.1136678966657856, 0.4996361884029038] Predicted: 2.2210927561132596 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.8206077434378933 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 2.2120127030427095 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 3.4017584988007052 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.2530765501045904 Movie Vector: [1.9167612263179186, -0.2779384082942288] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 3.1277657295267765 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.909391688854495 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [2.127980348215673, -0.5811703226533835] Predicted: 3.556689837893 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 3.935605927237765 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.854922210082776 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 3.850793599493096 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.5622797637729136, -2.1986002745772146] Predicted: 3.0740795208249168 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.320416996517501 Movie Vector: [1.383352856695837, -0.43376014905752985] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.9640147578030502 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.9504133110960564, -0.4593046741088545] Predicted: 4.301014355793536 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.707997056669774, -0.8868661484371904] Predicted: 3.7648885029475156 Movie Vector: [1.798952370060815, -1.7089923434275451] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 3.895664867121299 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.9659474125241374, 0.08319117013821664] Predicted: 3.986052380231584 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.9432929024274297 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.66912764895377 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 4.3161417702328295 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.4381307514080945 Movie Vector: [-0.08557736084764314, -0.888416417501059] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 0.29083561751227494 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector:
avg loss: 1.0357477221902924: 18%|████████▍ | 2742/15000 [00:04<00:17, 691.85it/s]
[1.9344498237880623, -0.28739248305250065] Predicted: 4.617944495716018 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.876400480393766 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 1.7013891891174464 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.1017491316422916 Movie Vector: [1.1565676921170573, -0.6417540395468266] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 2.8350007377443864 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 3.299469219234692 Movie Vector: [1.8577369548193712, 0.5386591138501022] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.3305307931236214 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.8191655280261165, 0.2649725059502095] Predicted: 3.7294901311558837 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.7785474219950475 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.940305682606524 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.0816077071171946 Movie Vector: [1.4928227886843561, -0.6653798953653758] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.1186365683206647 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.6109633724378356 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.9371666409846466 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.273336732913133 Movie Vector: [0.7085727579008914, 0.9629460089126369] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 1.44100323506118 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.3255605989835275 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.309173252057462 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 2.8344358111696883 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 3.6851789614079205 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.15164149081178 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 4.463477979112647 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 3.150819860003764 Movie Vector: [1.9907301003792839, -0.47171204612229506] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.129903829462952 Movie Vector: [2.0644317150712435, 0.22086261494691986] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 4.343983228664669 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.9837963376443213 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 3.8207275558548366 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 3.8682243964615712 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [2.0779413819266095, -0.21547920453879366] Predicted: 3.6546888595464413 Movie Vector: [2.0825183417273214, -0.5750431260871887] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 3.3100713091469363 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 4.1216414752068875 Movie Vector: [1.779359521517531, 0.2653853836620389] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.310404570259144 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.9703629180448898, 0.7564337489630619] Predicted: 3.4811926007699605 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [1.5034176161529342, 0.15431347835550746] Predicted: 3.0488461547048 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.521928943790789 Movie Vector: [2.2046160090958336, -0.43061049477263774] User Vector: [1.8168130759412482, -0.1803772318715095] Predicted: 4.08304752181663 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 3.5898140994599386 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.127284458733649 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.114582526086502 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.798127437729465, -0.6941968359968669] Predicted: 3.9064794327102765 Movie Vector: [1.420960393433787, -0.09817089872257555] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.6105064678147114 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 4.155797387781742 Movie Vector: [1.3880262526750302, -0.2196363380491647] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 2.5323828161151107 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [2.1969808645330766, 0.06818342791445085] Predicted: 4.657800714185034 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.8231287801523224 Movie Vector: [1.881540464273982, -0.079579721829018] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.8026814604505073 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.930851779623284, -1.1031389253296808] Predicted: 4.156431437771029 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.615736867904989 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.0257268411268288 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 4.060763691095484 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.9304181024642695 Movie Vector: [1.9480860296354412, -1.4213126322864893] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.9920037792553758 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.713339984333651 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.9745982321513127, 0.23042098148618978] Predicted: 4.155897960949287 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.6756873424334353 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 3.0866616233824455 Movie Vector: [2.2082733335747293, -0.010508361371139866] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 4.232718023707091 Movie Vector: [2.0567409886878267, 0.165376624051098] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.7757145205548484 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.6773589803526097 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.6057632121950083 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 4.625121036198117 Movie Vector: [1.8475865168191656, 0.46712079532579553] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.333381472201317 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.1625340259476307 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.98494309106881 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 4.3177241774043456 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 4.429796808238191 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.842287930646489, -0.7038774466228271] Predicted: 4.409544604416249 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 3.215036799369762 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 2.5945030207458695 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 4.48440543243397 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 2.9910765878451775 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.6154445971596316 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.5501417763178895, -0.2614606791029189] Predicted: 3.5218185870555216 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 3.6089138344252967 Movie Vector: [1.5575037187769039, -0.36410521759868325] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.513146824079851 Movie Vector: [1.0675167406975519, -2.0496641370007653] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.42021519089506 Movie Vector: [1.5250924198540174, -0.557287114728746] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 2.53757143447764 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.221033740930703 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 3.232331250268554 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.5979994874715766 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.838572472764503, 0.7234614445366533] Predicted: 2.4942486621290216 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.9519453200455021, -0.02795320588855691] Predicted: 3.974753416970383 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.339622651886289 Movie Vector: [1.2949518467892343, -0.8242031225057921] User Vector: [1.7234470940217306, -0.7245541386268652] Predicted: 2.8289607807277357 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.913887659889089 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 5.264075229540865 Movie Vector: [1.62066250158491, -1.0929836787690033] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.100070226436041 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.766547224093027 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 4.147557676876773 Movie Vector: [1.5691951577616452, 0.05364684152411402] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.356049454316633 Movie Vector: [2.049024836307399, -0.27621038717078417] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.97089237005553 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.7155775199843064 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.1699388914611735 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.999393939446444 Movie Vector: [1.6778922321110572, 0.23130848120744454] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.3682204933475677 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.9504133110960564, -0.4593046741088545] Predicted: 4.299425416374805 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.9693630874305412, -0.6262016901259138] Predicted: 4.189632480221469 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.429378854374534 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.597401754754595 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 3.4967760928518006 Movie Vector: [1.4069173696148591, -1.36711624123183] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.3502075592633824 Movie Vector: [0.30910860108597554, 1.2104364030580488] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: -0.073505061641012 Movie Vector: [1.6939060994560575, -0.6749793181748209] User Vector: [2.2825623515434983, -0.23601335503518242] Predicted: 4.025750423130093 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.233697091893469 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.6896230409783177 Movie Vector: [1.3283873276129732, -0.23112711310310596] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.4538206953262716 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.16241467381093 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 3.1249252130934604 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.389835735882847 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.890194470778983, -0.5041902939470034] Predicted: 3.9440440376539425 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.119109450784554, -0.19258286253131346] Predicted: 3.217188413152283 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 1.6232983047461078 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.650124649572632, -0.23859582403427623] Predicted: 3.324057397723239 Movie Vector: [2.203467457167422, -0.06551904170270437] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.778366794285964 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 4.993400246024442 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.896650785670126 Movie Vector: [1.476676860689724, -0.5156048163790945] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 3.1946710777501037 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.227599449028826 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.189506747754566 Movie Vector: [1.4345397027109925, -0.2010402657628259] User Vector: [1.9837920190584457, 0.4819925065199553] Predicted: 2.74892851165408 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.153195970832171 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 3.5716424057845324 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.3842438696229658 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.9311125242275606 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 3.446853083918682
avg loss: 1.0361832095760908: 19%|████████▌ | 2812/15000 [00:04<00:21, 575.17it/s]
Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 3.3693353618786137 Movie Vector: [1.4037107006828005, -0.6186409806364596] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 2.6012795453236133 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.725002401326725 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [1.5419688499254465, -0.13834439458127662] Predicted: 2.2455585738782373 Movie Vector: [2.131400606731279, 0.4544875050415161] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 3.0408482205412715 Movie Vector: [1.3338025051511033, -1.0149289136667443] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 2.8682111391990484 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.386788512208756 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 3.53227280086424 Movie Vector: [1.8006369031641547, -0.42304186982055464] User Vector: [2.222613815604418, -0.4082065314894985] Predicted: 4.174808912214085 Movie Vector: [0.4580188160684759, -0.6921282059632778] User Vector: [1.977388725986763, 1.1428043798372953] Predicted: 0.11471409799984555 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.327329780905962 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.416430463854111 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.8865610953746086, -0.1478782035525221] Predicted: 3.437988836053739 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.769079810100835 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.675454193502885, 0.05934914190735964] Predicted: 3.209481207470718 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.390781270861481 Movie Vector: [1.371136587533109, -1.3477860360551064] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 2.6491890994411937 Movie Vector: [2.0434983189277136, 1.4194140327711346] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.3451867895212657 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.5873575778185063 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 4.355202958338107 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 4.570099916287286 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.448717873991291 Movie Vector: [0.951405046876356, -0.9564869314330713] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 2.030014237833284 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.7315465795472376 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.567042974484893 Movie Vector: [1.4407501194668768, 0.6648629351569867] User Vector: [2.472760938534032, -0.16155441523606956] Predicted: 3.4552190749045093 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.879374657015005 Movie Vector: [2.2282971228700785, -0.14178488787886906] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.4732802690920455 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [2.159681076222879, -1.0561158949931069] Predicted: 4.25010745458718 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [2.1823411573350855, 0.3606406832973608] Predicted: 3.849920633418443 Movie Vector: [1.7708608747709509, -0.17382077835637433] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 3.616516524391843 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.4232531913813657 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.3115328844454983 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.9770654473151397 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.274957082963703 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.581460573096775 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.4440863409118356 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.801678598913213 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 3.255315535278575 Movie Vector: [1.54167821775635, -0.5801524201770765] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 2.83375990132416 Movie Vector: [1.5723802585043938, -0.8311042027964548] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.584751338271077 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.026939029324248 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 2.8392009828369744 Movie Vector: [1.7759108396101002, -0.44345821942263186] User Vector: [1.645789489834631, -1.071035569751744] Predicted: 3.39773492141411 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 3.029598037403617 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 2.8282681627453665 Movie Vector: [1.6964443133306824, 0.5683624322401312] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.261293818497969 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 4.258952595070936 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 2.579822296416165 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 3.766462709777274 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.479995101626921 Movie Vector: [1.523587157670015, -0.9216273134770901] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.5363860142548935 Movie Vector: [1.8089613198050545, -0.6516492998150991] User Vector: [1.9214904469705554, -0.6362760385675038] Predicted: 3.890530729966299 Movie Vector: [1.608325204705704, -1.2571437136869617] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.1385378910881254 Movie Vector: [1.7250160845700742, 0.34338712974937163] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 2.8348533328845416 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.8748650652968646 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.1969808645330766, 0.06818342791445085] Predicted: 4.131888433856499 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.0680277802275753 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.500579715405102 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.9347883896661422, 0.5551437058209264] Predicted: 4.069665084059244 Movie Vector: [2.1278990692861433, -1.4476272660218619] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 4.011189129922 Movie Vector: [1.5333427444955974, -1.6516426362293861] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 2.299808834145917 Movie Vector: [1.851645042976753, -0.8804088730297441] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.9139548302683433 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.3001751960875274 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 1.681670508878435 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.952456832577875 Movie Vector: [1.2226312328902058, 0.9996721730702169] User Vector: [1.8905023683059463, -0.36701536809625973] Predicted: 1.9444921907687998 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 4.039985996642206 Movie Vector: [1.6553265275166285, -0.6232864043863224] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.466522662257533 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 4.325708238500473 Movie Vector: [1.6422596038045025, -0.24912950277880175] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.5584575914022847 Movie Vector: [1.2644772620992182, -0.4911700229903847] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 2.759282179306227 Movie Vector: [1.8695303952716122, 0.03464422016153679] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.307169822706603 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.4151083255061487 Movie Vector: [2.5073018409874472, 0.13143502121879755] User Vector: [1.9926156118487488, -0.6512760994717939] Predicted: 4.910488304015326 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.749826480601725, -0.27941696873120936] Predicted: 3.8000304940283196 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.8392922633539497 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.6014413138567574 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.709906477479786 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 2.7989549211533316 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [1.9233167464742025, -0.8476702021367739] Predicted: 3.9685552782778775 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.606041748733392 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 2.243327018094535 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.1528566043862893 Movie Vector: [1.62066250158491, -1.0929836787690033] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.8656916434052175 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 3.093788989796024 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 4.172123141303665 Movie Vector: [1.3462870812953749, -0.6296470505229779] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 2.532675548924359 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.721610896692664 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.7891024666435167, -0.9996871651221602] Predicted: 3.8439741114919306 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.3535277634379392 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [2.114164360055069, 0.5906320131062156] Predicted: 2.5019420575087707 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.530424923979584 Movie Vector: [1.9567482993336178, 0.4721225713013513] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.014139044445593 Movie Vector: [1.080456410772944, -0.0002936807478145405] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 1.8075524414984059 Movie Vector: [1.315350295338097, -0.0795826775334232] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 2.709615861349391 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 1.7981142847035372 Movie Vector: [1.1162884702580436, -1.057199694283263] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.5090743244192213 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 4.338017094999419 Movie Vector: [2.055534490325937, -0.505155833202577] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.133381885455251 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.4689493225111088 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.0092665082555587 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.5350921431488587 Movie Vector: [1.7250160845700742, 0.34338712974937163] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.09194705008918 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.6145981153223743 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 3.644730570570627 Movie Vector: [1.1403084804718933, -1.5401533825870057] User Vector: [2.0499992478093834, -1.1941194649112128] Predicted: 4.176758660334032 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.9721593663188526, -0.29556441183344684] Predicted: 4.013772271327103 Movie Vector: [1.9003191897378353, -0.1454299343716034] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.109354733158969 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.2429449969061177 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.7442025052972265, 0.055733698869211576] Predicted: 3.4936359089508113 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.2578830923153745 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.123224023709938 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [2.2835917969794024, -0.7959945131140491] Predicted: 4.239345037424126 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 4.035448945333442 Movie Vector: [0.2391292176115837, -0.4409091247638865] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 0.6904983533257931 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.310621818381293 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [2.0779413819266095, -0.21547920453879366] Predicted: 4.074692313768007 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 3.3455466909602283 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.86245542030775 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.849071789935011 Movie Vector: [1.0529941868847625, -0.6495585101756243] User Vector:
avg loss: 1.052667886136642: 20%|█████████▎ | 2968/15000 [00:04<00:18, 666.81it/s]
[2.082446477000922, -0.6648023040833635] Predicted: 2.6246320289823357 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.8483823489317643 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.876854305123403 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.8225996556946003, -0.13485368606644624] Predicted: 3.040282250094976 Movie Vector: [1.7197577314035126, -0.3768941468326825] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.7322803571922276 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 3.120169925378682 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.22580238721688 Movie Vector: [1.4860900065739147, -0.9922751996413429] User Vector: [1.5622797637729136, -2.1986002745772146] Predicted: 4.5033048708032 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.25053818557952 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 5.015274669853998 Movie Vector: [0.8878397897843399, 0.12779340312372944] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 1.7903707684328927 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.6065423314593374 Movie Vector: [1.584744532396399, -0.12323058749544041] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.173193694914754 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 3.9674927157698217 Movie Vector: [1.915524826069829, 0.3598982087720431] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.279034622629835 Movie Vector: [-0.3147321985362834, -0.3486439531157122] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: -0.3547772611602181 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.357895725561416 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.2509614652891705 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.838572472764503, 0.7234614445366533] Predicted: 3.1450344126504373 Movie Vector: [1.5087188758869905, 2.0713370501636414] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 2.582984854749948 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.3742208325069756 Movie Vector: [1.5949201068957461, -0.49719663000918096] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 2.9341724655197226 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 2.8638418226316777 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 5.366162606210947 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.9751426339058953 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [2.0678739280128164, 0.5255933743372] Predicted: 3.657371708640575 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [1.5638135780336204, -0.5398656591433447] Predicted: 3.289145770216909 Movie Vector: [2.14143825031317, 0.7392036660390685] User Vector: [1.6093861248336718, -0.0357658882134622] Predicted: 3.419962731555577 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.39105168282482 Movie Vector: [2.3106873306263758, 0.20921122825596722] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 4.234818368552104 Movie Vector: [1.0690555462902418, -0.04039689104922606] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 1.9391965685219288 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.765447124619098, -0.07645812684608744] Predicted: 2.830665494249338 Movie Vector: [1.488900542740799, 0.21220769192296668] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 2.6343546764312853 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.6869702463349543 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.6843503688089427 Movie Vector: [1.510472168882321, -0.638288577992038] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.728878339963186 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 3.483376143089802 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 3.7688904036516413 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.905007775505937 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.521083267440012 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 4.187441259866414 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.959933588694839 Movie Vector: [1.6130452122097185, 0.4432241263064516] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.6046161122386375 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.809730341624602, -1.086358472428573] Predicted: 4.582316515238546 Movie Vector: [1.3711912188264537, -0.09572604384436205] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 2.5393394246546213 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.0211591674105893, -0.797678069916296] Predicted: 4.619665418753347 Movie Vector: [2.1197935390824503, 0.9740159353470682] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.7062261062492583 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.9478685999773786, -0.7667712569438698] Predicted: 4.6816647819822945 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [2.1695879305199757, -0.3193580974872035] Predicted: 5.2082413262426295 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 3.3297029955532027 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.540934572394925 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.688021451539462 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.357507321224433 Movie Vector: [0.5905910534002712, -2.048282555093322] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.6758988684251613 Movie Vector: [1.708495605984778, -0.9472672343574263] User Vector: [1.7852538757112373, -0.7305649623425831] Predicted: 3.7421386536166397 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.9578085691549225, -0.530754998526253] Predicted: 4.2683170466066205 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.7029188265658473 Movie Vector: [1.4928227886843561, -0.6653798953653758] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 3.026832948583729 Movie Vector: [1.8776828292767425, 0.875968575109329] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.0362598120902655 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [1.8905023683059463, -0.36701536809625973] Predicted: 2.4872910533411043 Movie Vector: [1.389374284860146, -0.3865250602983224] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.325970277692691 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.8783267726351731, -0.4839231546489782] Predicted: 3.7161040809541572 Movie Vector: [1.779359521517531, 0.2653853836620389] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 3.150888376985961 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.6093861248336718, -0.0357658882134622] Predicted: 3.407187122946582 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 4.380311354165592 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.4201714214582837 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.7887080971136011, 1.4196579075195188] Predicted: 3.7510065882080035 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.06835252401574 Movie Vector: [1.8762138503902739, -0.6885851084188191] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 3.7680586123451283 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.780464371775207 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.6984251793095404, -1.209788520413067] Predicted: 3.8258471220500367 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.0314769743086414, 0.8526634217648135] Predicted: 3.552572064943063 Movie Vector: [1.8285525310049857, -0.5283829324513984] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.8966889097051283 Movie Vector: [1.8908317209015066, -1.3717367658791402] User Vector: [2.0618408277999576, -0.22138078224437388] Predicted: 4.202270198917672 Movie Vector: [1.397415807441027, -0.6947521153085613] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 3.099238193266727 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 2.7501767994250383 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.3710208701734254 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 3.9983406063264413 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 3.591212228261744 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.1877852765724177 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.4577198267164233 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.8872458235098262, 0.1677664064349858] Predicted: 2.833120284069772 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.4131625067480416 Movie Vector: [0.2815480176661844, -0.12755581980123157] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 0.44115644926685116 Movie Vector: [1.7887199817784607, 0.204601411052347] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.535298409536497 Movie Vector: [1.619213644312214, -0.5207790681731791] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.151379099556917 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.759312368522895 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 3.2420785348375025 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.146075143119129 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.0350538603076327, -0.8964122587901968] Predicted: 2.878346806980823 Movie Vector: [1.6901801831249574, -0.7837564128245986] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.754997221766554 Movie Vector: [1.2846786714306129, -0.5918122719922748] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 2.4377004797990263 Movie Vector: [1.2949518467892343, -0.8242031225057921] User Vector: [2.3593250208602177, 0.6237041616336029] Predicted: 2.5411533754007145 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.306213186029989 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 5.107742683691846 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 2.811836494950747 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 2.252612654707235 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.957370576733358, -0.061351417045021936] Predicted: 3.1743905536892982 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.86403440423382 Movie Vector: [1.8899637487489611, -0.24063859616499061] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.6606916076547216 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.156996589067379 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.4789846947329117 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 3.7714597852812797 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 4.095032867233532 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.704646310457405 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.842287930646489, -0.7038774466228271] Predicted: 3.8966533487311805 Movie Vector: [1.602254820522908, -0.3662475095291694] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.1573935154346104 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 3.2038693904487987 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [2.0618408277999576, -0.22138078224437388] Predicted: 4.0798202148841245 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.669425539022068 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.7891024666435167, -0.9996871651221602] Predicted: 4.068179571217485 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 2.4931782289428197 Movie Vector: [1.754904923950166, -0.9806767098705336] User Vector: [2.2069197799099287, 0.30010088330540013] Predicted: 3.5786324416577697 Movie Vector: [1.6126044490350626, 0.3999641633732014] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.1635374617801255 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 3.171717486859832 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.1014690772827116 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 1.53233725053468 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.9955642121062382 Movie Vector: [1.9099247400260153, -0.5320844485701425] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.532299388458819 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.8200821232582607 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 3.211742751777631 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.209662442225348 Movie Vector: [1.932783784395986, 0.4135882723822619] User Vector: [2.151393895760849, 0.009311814410221076] Predicted: 4.162030492809745 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.302175765643946 Movie Vector: [1.3667194057715546, -1.0039931749782802] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.1000521133764694 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 4.714732295656735 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.8909104498727753 Movie Vector: [1.2876905683516062, -0.9842098736706817] User Vector: [1.523690278483379, -1.3404059676450468] Predicted: 3.281282388775439
avg loss: 1.041840898011564: 21%|█████████▊ | 3120/15000 [00:04<00:17, 668.14it/s]
Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.0196936010558324 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.9219837528968082, -0.12838731741676357] Predicted: 3.876399824513604 Movie Vector: [1.1157298531914308, -0.8070317217405321] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 2.0649896359615627 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.973459546034399 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.3133677898484621 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 4.416912991685719 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.7160075674974578 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [1.9768190750627768, -0.35183748753464855] Predicted: 3.6912452499733037 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.397801077512362 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [2.0618408277999576, -0.22138078224437388] Predicted: 3.4151440475341652 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.002966245588831 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.8425144195683507 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.08236387101363 Movie Vector: [1.6842794397998921, 1.0239747267379564] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 2.885272824669225 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.880010675097058 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.206790930519203 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.7111065671011687 Movie Vector: [2.0893947986142885, -0.37139927294337527] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.258920584481443 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 2.947203783104493 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.3950808642329604 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.1529274178419175 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [2.127020813734792, -0.7131739206613592] Predicted: 3.8783915680107772 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.8123570666446396 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.8192848511943476 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.6794386327387363 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.434399712149375 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 4.054002144194971 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.6746087318770886, -2.11463125502669] Predicted: 4.93567124977645 Movie Vector: [2.210348875565283, 0.28791940922717263] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.3227550374234585 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 3.4371070591402733 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.6901445878524606 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.7465852062726652 Movie Vector: [1.7548921586982762, -0.9632494944044195] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.2922500756646165 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.753648491247685 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.283813722757405, -0.25604346978137593] Predicted: 4.0851583790904265 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.969144193465601 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 3.3202655041456675 Movie Vector: [1.609383602568006, -0.1613545136864209] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 3.325374080215401 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.374788934101965 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.5933812600295814 Movie Vector: [1.2188731130714174, -1.0007201278098021] User Vector: [1.9163845508563406, -1.3007857793357638] Predicted: 3.6375521146942966 Movie Vector: [1.492893377004721, -1.224336105928392] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.266114416193946 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.7891024666435167, -0.9996871651221602] Predicted: 3.843258948935719 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.9551415928802864 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.30899292025202 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [2.092058544861514, -0.10206106921418187] Predicted: 4.107413963992662 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.235710574991047 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.6714373577119406 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.1228126242503254 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.276666548777784 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.3747938743878672, -0.5054416482496856] Predicted: 2.7307993866914617 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.221224078460972 Movie Vector: [2.297479203578338, 0.33343229302791105] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.921348653133625 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 4.035527381783017 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.436219440803954 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 4.136118090478212 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 2.884385399314243 Movie Vector: [1.881540464273982, -0.079579721829018] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.150536970056486 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 3.072477175534574 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.1660683434468817 Movie Vector: [1.874886683177792, 1.733233067237384] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 2.6494116474696265 Movie Vector: [1.299663902131595, -0.632154002002143] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 2.308787250047245 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 3.6434827949134507 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 2.297265934890044 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.8236261927053485 Movie Vector: [2.0473204416440898, -0.13455240851294956] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.288894414294709 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 3.8008145405943994 Movie Vector: [1.6499489722200056, 0.18778561446769018] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.1041305510296313 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 2.9393476807200263 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 2.8735715924834238 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.778205846714395 Movie Vector: [2.0834484417183607, 0.023641760611245375] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.62505720852248 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.188371079533251 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [1.700021227529596, 0.3178823012433285] Predicted: 2.1624953277376138 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.013769199995462 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 4.369006386854228 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.5749314196337687, -0.6920643308232911] Predicted: 2.8414599516976855 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 3.1782544493362312 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.4780867400706565 Movie Vector: [1.8006369031641547, -0.42304186982055464] User Vector: [2.1817390120152638, -0.08823462964299739] Predicted: 3.965846720814685 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 2.9055508335408637 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 4.768081003426913 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 4.209557428671931 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.723964939316802 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 4.390411180492549 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.630860286349211 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.8263678698330907 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 4.09934757386171 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 4.400741058561521 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 3.883638936570226 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 4.225358231642766 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 4.188641542048012 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.8723194910618064 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.092457534290117 Movie Vector: [1.779359521517531, 0.2653853836620389] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.390939582963073 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 3.057810532964696 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 4.255490439336941 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.77150258532329 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.765447124619098, -0.07645812684608744] Predicted: 3.418968216218483 Movie Vector: [1.609383602568006, -0.1613545136864209] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.5051480111205136 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.8486678041211224, 0.9376243869623625] Predicted: 3.723796293604381 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.6747800555272787, -0.5146467703039864] Predicted: 3.273360334086858 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.964550088712877 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.928594627470448 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.746103900426055 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.3768282426166247 Movie Vector: [1.3488569245105353, -0.9252838093766206] User Vector: [1.867755333992594, -0.44077608508582067] Predicted: 2.9271776906377194 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 3.1103424584320374 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.814541960429962 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.6266521775968408 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 3.2008239226449575 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 4.254463147018882 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.3947939698777185 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.26178068377847 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.6263181921401464 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 2.540078477944234 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.8148733248300208, -0.05302931993949842] Predicted: 3.576891617870542 Movie Vector: [2.5073018409874472, 0.13143502121879755] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 4.7138378238368945 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.889455706628339 Movie Vector: [1.6422596038045025, -0.24912950277880175] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 3.486409140450545 Movie Vector: [0.8268211019912608, -0.8664555916462596] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 1.4683589311099265 Movie Vector: [2.0571798142172555, -0.7989693132974727] User Vector: [1.8865610953746086, -0.1478782035525221] Predicted: 3.9991455504362614 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.9468700909063132, -0.08474049614637387] Predicted: 3.089145938035477 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [1.9103747134720896, -0.005061419866511516] Predicted: 3.411682664444612 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector:
avg loss: 1.0416443991592201: 22%|██████████ | 3268/15000 [00:04<00:17, 678.72it/s]
[1.7653654613902694, -0.6247030668131806] Predicted: 4.343748352959462 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 2.9610357549062134 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 4.747174650043297 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.625647257973718 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.651170984399897 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.8251298770601987, -0.8948343285885091] Predicted: 4.302433257527252 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.2003446604349204 Movie Vector: [1.4950032175225911, 0.020986221458735924] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.2255318445322523 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.942544002530061 Movie Vector: [1.573925578017847, -0.033851836607171185] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 2.7090722128800024 Movie Vector: [1.521318963293618, -0.07561769996744407] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.3872654880543327 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 4.872002953960986 Movie Vector: [1.389374284860146, -0.3865250602983224] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.952963397189529 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.150145619490207 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.649777699770276 Movie Vector: [1.3346158161466508, -0.8033671988108737] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.5877611634107067 Movie Vector: [1.1565676921170573, -0.6417540395468266] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 1.9264894695574308 Movie Vector: [0.9850815047140201, 0.328045533865173] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 1.9188780552216471 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.182652708894836 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 4.843418923869292 Movie Vector: [1.8508308879778665, 0.11872617939220684] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.378571966116182 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 3.6783472282676 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.985445184062775 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.6316500186993654, -0.3953043550061627] Predicted: 3.694217757859009 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.957787166944288 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.8148594053540132 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.8074661526298483, -0.23953200540348996] Predicted: 3.050572902056823 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 2.626477530091366 Movie Vector: [1.941119990044628, -0.45555587313965634] User Vector: [2.034396932190127, -0.2941908840320053] Predicted: 4.083028937804649 Movie Vector: [1.6750824456569364, 0.365506859714759] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 2.4473126454865066 Movie Vector: [1.2881058934133907, -1.9215125494493306] User Vector: [1.6441555665201582, -0.4497379573122696] Predicted: 2.982023603862281 Movie Vector: [1.9702124730353132, 0.3799105499096174] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.236354949230444 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 4.129180806631025 Movie Vector: [1.9663483127578096, -0.21725898666142895] User Vector: [1.9953757899453306, 1.0261548051587515] Predicted: 3.700662464750236 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 4.921269293945952 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 3.89546678926152 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [2.0212781749636255, 0.0746218528968109] Predicted: 3.8881373521605465 Movie Vector: [1.6002611910838047, -0.36577175488773256] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.2086067178602584 Movie Vector: [2.049024836307399, -0.27621038717078417] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.624527732319274 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.2361741268516884 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 3.8850645859507695 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 2.7756084408832193 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.576600524421096 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.3005462470182225 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 3.3697598410347775 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.068398446030374 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.383443898470543 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 2.7962738827749396 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.3075993941805732 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [2.0562746089934234, -0.9250366919713895] Predicted: 3.8619716878452133 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.1687472708909725 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 4.585106617787951 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 2.9379319209808847 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.316218947856583 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.8192651109674218, 0.2721286757743887] Predicted: 3.8858088883015953 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.282961388039413 Movie Vector: [1.3696616506683101, -1.145823034238985] User Vector: [2.1649789693250874, -0.7522387672395748] Predicted: 3.827221175538619 Movie Vector: [1.6778922321110572, 0.23130848120744454] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 2.9514536464003025 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.1883613084309133, -2.1733321613055776] Predicted: 3.9884729749892966 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.4546455663530273 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.746413945325186 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.5947311516098146, -0.19344833627290475] Predicted: 3.4348705783943654 Movie Vector: [0.5838386370608595, -1.250752575079216] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 1.8024373697919198 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 3.921705501606676 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 3.287678384253193 Movie Vector: [1.8761334968791845, 0.06704624310990812] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.4221177064004653 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.360872861791244, -0.7001185046317809] Predicted: 3.2615160968663033 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.42964123456946 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.528658164404993 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.115330404532246 Movie Vector: [1.700419926401349, 0.9458438353791083] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.195672195516318 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 3.3483748078427884 Movie Vector: [2.1004099836669825, -0.322970771594816] User Vector: [2.0212781749636255, 0.0746218528968109] Predicted: 4.221412181053859 Movie Vector: [1.4980276440939915, -0.7679991330471426] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.3189501914076454 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.8671110599126548, 0.19862347220446383] Predicted: 3.5919571612833363 Movie Vector: [2.2303183352120226, 0.29223680991414774] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.2935360567120076 Movie Vector: [1.1161075343367637, -1.0803812519769722] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 1.7456974356206596 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 1.809560614681884 Movie Vector: [1.9401816886067522, -0.1732024418932382] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.470049764483791 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [2.0314769743086414, 0.8526634217648135] Predicted: 3.5262979225843063 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.8441424664093753 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.5792384871730647 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.525279971863186 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.766793642677434, -1.0248287403640575] Predicted: 3.3902501589294833 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.07131317421875 Movie Vector: [2.0783948432844492, 0.09291898294891261] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 3.9052057716118314 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [2.5509971411561705, 0.28124571605679904] Predicted: 4.936217418705191 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.8932453930322275, -0.4962454761625414] Predicted: 4.06106230243164 Movie Vector: [1.9128707211883353, -0.7975889095311854] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.7733820179702873 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [2.159681076222879, -1.0561158949931069] Predicted: 4.738391751606801 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.358035595391777 Movie Vector: [1.5792560427385938, 0.24670143231078073] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.0462942625284306 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.3809304329886234 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.217687050637498 Movie Vector: [1.9395521548264865, -0.1290388778546089] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.6719850212405194 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 4.307052325121216 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.6230289398266016, -1.2893720807956954] Predicted: 3.7213362690851786 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.45256030644913 Movie Vector: [1.0390225908110415, -0.5158491077010562] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.018633475142652 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.642439951014907 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 3.4797789805219397 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.009491315922695 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.0912044020071874 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.767452288057905 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.544770515559105, -1.3171906253311916] Predicted: 3.4981085246229644 Movie Vector: [1.708333154951798, -0.13277652541192073] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.23763392480633 Movie Vector: [1.3853883397461062, -0.7990556198536285] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.4026854701236013 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 4.601765953697814 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.548242934642532 Movie Vector: [1.5854379654928594, -1.1478143117019854] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.3557317506087516 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 4.067744360253536 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 4.327225465854269 Movie Vector: [1.4642962174667726, -0.730582954306803] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.767608304737412 Movie Vector: [1.9066097487127265, 0.2072606431978739] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.3555025038893405 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.1873026476972353 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.1501087732409063 Movie Vector: [1.3690960157378331, -0.3038967676865379] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.1752105790692187 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.8634434818272358, 0.47540667219838423] Predicted: 2.9576359936930565 Movie Vector: [1.319186515561602, -2.468036657836335] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.012143745739811 Movie Vector: [1.998235710799558, 0.1629031488159988] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 4.027409529577654 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.6058376871057756 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.981631706842663 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.314960177355914 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 4.780318421170602 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 4.210535922719982 Movie Vector: [0.933498663822838, 0.4963343420003545] User Vector: [1.711365006205695, -0.7636635333841347] Predicted: 1.218524509254299 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.078969812824585, -0.368115844323147] Predicted: 4.693036827604243 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.0824227081298803 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [1.7858332435484705, 0.3331200567271855] Predicted: 3.053948630644963 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.7622326374995283, -0.8286033403450426] Predicted: 3.4449895796078964 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.5544023164334377 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.1883613084309133, -2.1733321613055776] Predicted: 2.7034127318483487 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 5.058339639843003 Movie Vector: [1.6558618413959183, 0.034038339385766045] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 2.936421342686222 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 2.961213868406155 Movie Vector: [0.5066553590993296, 0.017204012345496532] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 0.8936274071425016 Movie Vector: [1.8508308879778665, 0.11872617939220684] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.3338992556364877 Movie Vector: [1.6688629868480884, 1.2586460580930556] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.061894316475529 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.413953203400339 Movie Vector: [0.78558668903252, -0.6039543666664826] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 1.4867913869461626 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 3.659821912069861 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.5723159614316735 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.0678739280128164, 0.5255933743372] Predicted: 4.101455916339458 Movie Vector: [1.6196918659478474, -0.36814059792931236] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.999602765053045 Movie Vector: [1.7250160845700742, 0.34338712974937163] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 3.714828063132801 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.260804496705934 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [2.032016240963483, -0.6599846615919742] Predicted: 3.9323287026875917 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.408951914637062 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.8171663070286315, 0.6376268633687618] Predicted: 3.5756929566185365 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 4.701005747786645 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.699832421274283 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.8820293157845, -0.16325974314875275] Predicted: 3.52417374496439 Movie Vector: [1.6140024409403453, -0.8921534867202657] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.440281667149409 Movie Vector: [1.7954695780905647, 0.37908439495940927] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.2943454147341287 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.5684068873667356 Movie Vector: [1.2650970595141335, 0.23822851931864153] User Vector: [1.7848539532636312, -0.5438076140323623] Predicted: 2.1284630052508637 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [1.7881934820727905, -1.055148325434953] Predicted: 2.657485789926181
avg loss: 1.0442635075340103: 22%|██████████▎ | 3343/15000 [00:05<00:16, 698.09it/s]
Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.7183175441723457 Movie Vector: [2.0130719075354304, 0.10978592044496191] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.735402206402768 Movie Vector: [2.14143825031317, 0.7392036660390685] User Vector: [1.6230289398266016, -1.2893720807956954] Predicted: 2.522507684097317 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 2.7993584504237576 Movie Vector: [0.951405046876356, -0.9564869314330713] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.5871608045798045 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.436112018867805 Movie Vector: [1.808983798805409, 0.11915188035768332] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.146407117237952 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.3404012701371815, -0.6482736283310346] Predicted: 2.2896116514485327 Movie Vector: [1.9773306760744687, -0.029002058324228707] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.7794851959311955 Movie Vector: [1.6499489722200056, 0.18778561446769018] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.566813137771498 Movie Vector: [1.6227760260366646, -0.7304938944502035] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.9520317928338016 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.325758434340732, 1.3935342353975773] Predicted: 4.531478862124821 Movie Vector: [1.9465680060569015, -0.43181594629749226] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.8546068486657017 Movie Vector: [1.9127853601348166, 0.5642302732890273] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 3.4183670348166184 Movie Vector: [2.036290016169283, 0.21482095504091786] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.755401537881931 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.5778138280348792 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.8006177961641558, -0.39781324204356533] Predicted: 3.551704069004266 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 3.125060007024422 Movie Vector: [1.8621535036300896, 0.11852740485657912] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 3.3514455376140218 Movie Vector: [1.2876905683516062, -0.9842098736706817] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.3359415534896737 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.586058349979212, 0.9686975800175059] Predicted: 2.0619305907218446 Movie Vector: [1.887606423835356, -1.0221312677536005] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.695963372390135 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 3.456283129427766 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 4.91057599201878 Movie Vector: [1.9288510633243743, -0.3205645480885802] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.8177670306203852 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.7472609878637835, 0.45263671600193356] Predicted: 3.4614789532773185 Movie Vector: [1.9753915672505284, 0.3813651308215163] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.898256145476 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.077413160100681, 0.11757541938522326] Predicted: 4.030614687941412 Movie Vector: [1.3696616506683101, -1.145823034238985] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 3.1532966762082144 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.3770220927370667 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.9566656395782884, 0.46830213453630887] Predicted: 4.0886723974309165 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.071190900041759 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 4.240958941855019 Movie Vector: [2.0874347701620226, -0.7420158990728355] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.6653064813176375 Movie Vector: [2.003454052171265, 0.0874580639483475] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.2044479249364155 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.2967636353348224 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 2.634260771411721 Movie Vector: [1.8227670620707637, -0.14813930906554706] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.5533662422569916 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.160834351628067 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.624287134120758 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 5.148481574722818 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.069848507967851 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 4.393256893540494 Movie Vector: [1.915524826069829, 0.3598982087720431] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.223172990199324 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.638032697704282 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 3.6153366779384504 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.0382295502094343 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 2.4333744150797605 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [1.9181197419236367, -0.7541142047956809] Predicted: 3.94025511416606 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.059447483880122, -0.4077061841469915] Predicted: 3.9064520948690413 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.44379775635679 Movie Vector: [1.3933208628458613, -1.2660010023255077] User Vector: [2.025061140209028, -0.0508580381318138] Predicted: 2.8859462624428516 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.976143616172791 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.142538758022128 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.154811929662897 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.122460800411593 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.8972024938535763 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 4.190747792913996 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [1.9117888743145952, 0.1669119721499493] Predicted: 3.621103324959757 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.907943518311113 Movie Vector: [1.643605548561951, -0.5254476423858376] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.969117152634434 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.291014384604654 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.6183014869728707 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.9117888743145952, 0.1669119721499493] Predicted: 3.8709436244984827 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 3.478191202358681 Movie Vector: [1.5618149046780694, -1.1198007066523625] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.5289610595157903 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [2.0499992478093834, -1.1941194649112128] Predicted: 3.938036818536344 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [1.764289520052683, -0.5325715460410576] Predicted: 3.3798227929946756 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 4.013300850336555 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.360872861791244, -0.7001185046317809] Predicted: 3.169810060944309 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.1313348280790207 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 3.3260024340513907 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [2.3881432663851174, 0.24003898290653394] Predicted: 4.621649056220898 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [2.0939263673894133, -0.5979956834125539] Predicted: 4.620279251862772 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 3.9279044228864395 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.110582735462621 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.296878912762662 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 4.189666092925872 Movie Vector: [1.8227670620707637, -0.14813930906554706] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.809884688617472 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 2.8638738851228593 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.7640435414813167 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 5.578570978177263 Movie Vector: [1.759202542126255, -0.4276812145587882] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 3.799930088745106 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.6923413127394324 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.839469295676195 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 4.572241841164773 Movie Vector: [1.6126044490350626, 0.3999641633732014] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 3.059712217673728 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.6580163341171197 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 3.2800879366693048 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.5247569810602726 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.21589351154217, -1.5352596268987186] Predicted: 3.29075916005717 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 4.263907861523636 Movie Vector: [1.606635623611184, -0.12399594952374964] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 2.7777926442663006 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.8109585825051306, -0.4887312833096843] Predicted: 3.023547589140998 Movie Vector: [1.7039833198275063, -0.958047563360111] User Vector: [2.0552250177347875, 0.10709906165675939] Predicted: 3.399463153653856 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.5406960621980286 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.9639048081875747, 0.436610322708807] Predicted: 3.9917939749637226 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.8641429364305693 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.240946454571103 Movie Vector: [1.1154519679967194, -1.852445895125954] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.3781227812272707 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 4.262056001601285 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.6747800555272787, -0.5146467703039864] Predicted: 2.680737295339487 Movie Vector: [1.207601204813226, -1.4533283209610939] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.4587190381887014 Movie Vector: [1.6693645089499394, -0.16680363947316895] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.416132828026081 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 3.663711810429741 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.911592255572467 Movie Vector: [1.063751548163045, -0.8217889236636999] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 2.04381162665929 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.139217221002836 Movie Vector: [2.2082733335747293, -0.010508361371139866] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.923760379455562 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.5264215032188109, -0.8813626486416742] Predicted: 3.274624909632892 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 3.9377664187314925 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.259135400591355 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [2.5847069464790815, -0.43988668773293726] Predicted: 4.789397174680088 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.9940789046251557 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.543397369907159 Movie Vector: [1.2748497688186555, 0.3650024436989626] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.358635604839173 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.257505398805546 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.276033545731149 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 2.8364548097267264 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 2.6048699133582716 Movie Vector: [2.297479203578338, 0.33343229302791105] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 3.58320917990831 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.8807055900460443 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.554212129133527 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.9347883896661422, 0.5551437058209264] Predicted: 4.400857154345523 Movie Vector: [1.8340363462208737, -0.32947152294325155] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.834797055896497 Movie Vector:
avg loss: 1.0424332336243305: 23%|██████████▋ | 3483/15000 [00:05<00:17, 644.92it/s]
[1.9480860296354412, -1.4213126322864893] User Vector: [1.9985168215508662, -0.17231930143969956] Predicted: 4.138202299977697 Movie Vector: [0.8563605705974511, -1.7395698931138341] User Vector: [1.8820293157845, -0.16325974314875275] Predicted: 1.8956974326854126 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 4.3917088986690045 Movie Vector: [1.4839435683874858, -0.46624775491413734] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 2.7681253727951693 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.9618092370264448, 0.48982623759775396] Predicted: 3.1845698120883994 Movie Vector: [2.074755284370116, -1.1559415896953595] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.6887679370315745 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.8650095458451137, -0.3833211191986785] Predicted: 3.964054940586088 Movie Vector: [1.647254321198812, -0.5830508122694417] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.832888914362736 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.5629950542208713 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.4152978562065006 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.7406066237479476 Movie Vector: [2.142685388133925, 0.03373148292601125] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.6009626679740943 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.505833251261199 Movie Vector: [1.262035435988099, -0.2559423396635826] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.6359188600943924 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.897735633704962 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.9732060848710042 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 4.124650066773729 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.8820293157845, -0.16325974314875275] Predicted: 3.655668638345916 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 2.796077522876438 Movie Vector: [1.602254820522908, -0.3662475095291694] User Vector: [2.159681076222879, -1.0561158949931069] Predicted: 3.847159231485605 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.1941328495217443 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.883083252528025 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.617489755821881 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 4.088181520391859 Movie Vector: [1.8747234768128438, -0.12715465697346187] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.6616991761547926 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.7979395132987406, -0.28768108351656835] Predicted: 3.1284668334864896 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.7049900354611287 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.4021220903173592 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 4.0377821085196395 Movie Vector: [1.8205489896395775, -0.6998522858511371] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.7228929584065424 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 3.5794215232990916 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.700146178627043 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.0894727351710927 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.0426238864379846 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.711365006205695, -0.7636635333841347] Predicted: 3.3809439023318957 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.8590509945202793, 0.17106730316719743] Predicted: 3.602061178869318 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.0593636242057847, 0.12925143019891658] Predicted: 4.007517104251145 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.684987759755466 Movie Vector: [1.4471843986569457, 0.135436368449942] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 3.012734777966412 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 4.272936496758295 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 3.0864147857920683 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.965323906622771, 0.013260523538646896] Predicted: 4.220736309231151 Movie Vector: [1.6461449212032908, -0.7627372372814758] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.9743712248457737 Movie Vector: [1.2748497688186555, 0.3650024436989626] User Vector: [2.020364268468309, 0.3421181868297234] Predicted: 2.7005348948130035 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.2946263394866233 Movie Vector: [1.1215996740064298, -0.7649733563912511] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 2.2493602418870897 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.8124551296707117, -1.2792900374380207] Predicted: 4.833857508167702 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.8845902418630804 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.3971468835420415 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 1.9102799895392202 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 4.329976435622858 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.8477069539847526, -0.27921710599027694] Predicted: 3.3059750040707456 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.9160102005103343, 0.7127783450427894] Predicted: 3.18420228829442 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.4664717057947585 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.523312235589189 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.399305001446887 Movie Vector: [2.0697505765236657, -0.5641345466589464] User Vector: [1.7230039818874279, -0.470873528260541] Predicted: 3.8318245092630345 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.171889395069032 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.4119732913813143 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.6848822944692565, -0.21862320575358535] Predicted: 2.5455102454316605 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 2.590456937745219 Movie Vector: [2.0874347701620226, -0.7420158990728355] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.8754100060941203 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.9671634860522222 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 2.8894758945148373 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.7813992153619265 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.8617576783763985 Movie Vector: [1.1769175927630016, -0.15902654913620515] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 2.4742765295914606 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.3759854276852557 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 3.501839711957059 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.8804305119600149, -0.023590729728721862] Predicted: 3.6974858275273736 Movie Vector: [1.754904923950166, -0.9806767098705336] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.113805288254518 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [2.0458061271931944, -0.10963612448162247] Predicted: 4.568021328239965 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.6334960262456915 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 2.4425534768292683 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.971953480455325, 0.07022318007034903] Predicted: 2.9687583936608513 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.751512258406574 Movie Vector: [1.4950032175225911, 0.020986221458735924] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 2.9801643730439404 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.539492745360623 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 5.341729712632459 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.6954085800549832, -1.2063578154030015] Predicted: 4.05851194258782 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [2.140843845757256, -0.8386222586479745] Predicted: 4.324358825249634 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 4.581698531785587 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 2.676889890189795 Movie Vector: [1.450317346673037, -0.8935857855598528] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.192121597282565 Movie Vector: [1.9977910514604753, -0.5011062457242206] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.2449920926811915 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.7080021832795356, -0.15845722456304354] Predicted: 3.336240346582546 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 4.023001835869365 Movie Vector: [2.1464644203579426, -0.18079275675978296] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.513255384162882 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.2586403271926585 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.5337653471636883 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.190484303962236 Movie Vector: [2.141853723683701, -0.24207786416752566] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 3.183972487956464 Movie Vector: [1.1166674725350771, -0.3611837183799096] User Vector: [1.8905023683059463, -0.36701536809625973] Predicted:
avg loss: 1.0380540259803392: 24%|██████████▉ | 3549/15000 [00:05<00:19, 573.79it/s]
2.2436224767893567 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.717769095977666 Movie Vector: [1.7844712155978362, 0.4423588622559168] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.1318589802606964 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.8783583885340958, -0.08463780931477743] Predicted: 4.523288190271728 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.8148733248300208, -0.05302931993949842] Predicted: 4.317713474626241 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 4.027298797153118 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.012296221323323 Movie Vector: [2.0130719075354304, 0.10978592044496191] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.979890888194673 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 3.8880242205445197 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 3.932937739447076 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.5168396892239393 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 2.7576236315799414 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.1115848653453035 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 3.6838526175687023 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 5.197415846774101 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.0778485263797695 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.1834937712988465 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 4.397857246813202 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 4.1925047261965345 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.805882537994347 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.7589094183678036 Movie Vector: [2.045568802728415, -0.20788072304172558] User Vector: [1.8191655280261165, 0.2649725059502095] Predicted: 3.6661455750060807 Movie Vector: [1.3488569245105353, -0.9252838093766206] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.6087689395141043 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.457520168088214 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 5.005308682118647 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [1.7445650041379284, -0.6803961202283563] Predicted: 3.585336695501101 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.9909605442826326 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 4.131322598391577 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.3314248840989897 Movie Vector: [2.131400606731279, 0.4544875050415161] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.6303380747689857 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 4.235039510289656 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.8650095458451137, -0.3833211191986785] Predicted: 3.998039948302746 Movie Vector: [1.932203039265385, 0.42299719249859224] User Vector: [1.292760431468225, -0.7898861271868121] Predicted: 2.1637560205313275 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.7980990762918228 Movie Vector: [1.9217052972479942, 0.9503499123816846] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.6377127914193625 Movie Vector: [0.7887601739656926, -1.3097976410734655] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 2.445034629514533 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.1656104144301676 Movie Vector: [1.3338025051511033, -1.0149289136667443] User Vector: [2.140843845757256, -0.8386222586479745] Predicted: 3.7066048625546903 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.347497868036396 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.5749314196337687, -0.6920643308232911] Predicted: 3.553805587589311 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 3.6564248251839966 Movie Vector: [1.4585145090697782, -0.7448988822944351] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 2.8711513829552704 Movie Vector: [2.0528959352729927, -0.30657121548185046] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.995196645104564 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 3.223985556299165 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.657693468990418 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [2.233200136652704, 0.21708717727914204] Predicted: 3.5004735061206613 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.7287663589536297 Movie Vector: [1.304056448401603, 1.1080614196865872] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 1.4777384542147307 Movie Vector: [1.2226312328902058, 0.9996721730702169] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 1.8541495264506584 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.708682352073066 Movie Vector: [1.4151064767358643, -0.37775097030244614] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.678158811891143 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7884999767704048, -0.6923728245864661] Predicted: 3.3529199787199957 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 4.251855121471129 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.5116663882209813, -1.5266743489439614] Predicted: 4.196733344558609 Movie Vector: [2.079138557717143, -0.48811621132579613] User Vector: [1.6120084977273508, -1.2796827689047539] Predicted: 3.9762229278493155 Movie Vector: [2.11361931506709, 0.263064158991819] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.447585985129775 Movie Vector: [2.142685388133925, 0.03373148292601125] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.7990581837707693 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 2.6153414812619555 Movie Vector: [1.7678115339615184, -0.7967609928813442] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.582046728173622 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.911428857947593 Movie Vector: [1.4675882444909811, -0.30428140811862636] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.9271512957147756 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.794374533238444 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.276855477419043 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.4414686266752788 Movie Vector: [1.9270146824621193, -0.08075331547391587] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 3.7808272606392377 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.752728970184801 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 4.134965205381595 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.651887437161714 Movie Vector: [1.2650970595141335, 0.23822851931864153] User Vector: [1.292760431468225, -0.7898861271868121] Predicted: 1.4472940179966238 Movie Vector: [1.9465680060569015, -0.43181594629749226] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.07441286363529 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 3.4727363785756626 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.8225996556946003, -0.13485368606644624] Predicted: 4.042648132121146 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.590789049727569, -1.6237617936707958] Predicted: 2.859142284982158 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.631310839992286 Movie Vector: [1.748757324551664, -0.4531445007335702] User Vector: [1.9703629180448898, 0.7564337489630619] Predicted: 3.102912791444102 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 3.6916913630162376 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.764639175954686 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.4931613684365117 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 3.240687995757072 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 4.0265516706259294 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 3.6134689868974723 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.7300793277981663 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.8200910993717825 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.4817026617949605 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.4900187760099537 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted:
avg loss: 1.039171284469376: 25%|███████████▌ | 3682/15000 [00:05<00:19, 567.79it/s]
3.987722146321905 Movie Vector: [2.032223192532805, -0.5069537751199894] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 3.071872575410208 Movie Vector: [1.465956397853748, -0.13388518074810962] User Vector: [2.0314769743086414, 0.8526634217648135] Predicted: 2.8638976712400432 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 4.064873548539516 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.960489415271293 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 3.127499366189832 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.9133697386049195, 0.595140601768728] Predicted: 2.894853086610533 Movie Vector: [2.053265270848618, -0.035932414537707076] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.5227891188725797 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.9558010235731407, -0.31491615855358873] Predicted: 3.749326717959878 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.4083637416797568 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.111620079886729 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.044639662513916 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 4.296736954005313 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 2.656320501874656 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.2114546583317325 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.6980458177106925 Movie Vector: [1.4966050379187406, -0.3188286878934715] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 3.3438622507100497 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.294529860006726 Movie Vector: [0.9057335146744132, -1.2804537874710737] User Vector: [1.7303908620506903, -0.5384737132707231] Predicted: 2.2567637028567695 Movie Vector: [1.9400510274593277, -0.6363794622581394] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.966828673149302 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.813841431552099 Movie Vector: [1.932783784395986, 0.4135882723822619] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.515218331268909 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.1307233516929833 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.472380687420109 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.5497773376384834, -1.8547261255721759] Predicted: 2.9367732536608604 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 3.741420158196203 Movie Vector: [2.1258760631595774, 1.5453263895992961] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.277914293674853 Movie Vector: [-0.2486896514892578, -1.3996601104736328] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 0.09173484433259388 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.5571973099437946 Movie Vector: [2.049024836307399, -0.27621038717078417] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.4509989903357603 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.7426641692167137, -0.16027187376735447] Predicted: 2.7362108629321966 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.3595151885342234 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 2.5762265507905227 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.9693630874305412, -0.6262016901259138] Predicted: 3.5276696474522606 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 4.346411179042455 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [1.7979395132987406, -0.28768108351656835] Predicted: 3.948017870150289 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [2.472760938534032, -0.16155441523606956] Predicted: 4.492307278450464 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.5170316676034936 Movie Vector: [1.9288510633243743, -0.3205645480885802] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.2436153483771286 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.3781007573472275 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.6630223715570387 Movie Vector: [1.6890192489467353, 0.638239888222548] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 2.963421264679368 Movie Vector: [1.3488569245105353, -0.9252838093766206] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.877176388558844 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 3.1447565148944423 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.5603684763441508 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [2.172945560314143, 0.18119748111990758] Predicted: 4.215407693042983 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.3951412874863824 Movie Vector: [2.1045684573218004, 1.0474209498503024] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.0719337684209056 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 2.9446963909944537 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.42811934111346 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 3.6364956328180984 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.0206091408437197 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.3702553192788405 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.8171663070286315, 0.6376268633687618] Predicted: 2.877366428043694 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.527610903879259 Movie Vector: [1.7548921586982762, -0.9632494944044195] User Vector: [2.0380791327532104, 0.08204633605293211] Predicted: 3.4975779971544703 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.7230039818874279, -0.470873528260541] Predicted: 4.042310409387375 Movie Vector: [1.3772655559056357, 0.5286038668057761] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.1871814808516237 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.876535835069404 Movie Vector: [1.808983798805409, 0.11915188035768332] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.5314869097632093 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 3.5646835525006226 Movie Vector: [2.037799706370589, 1.309019649197422] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 4.138227056702061 Movie Vector: [1.9620426689993336, -0.2464367678210711] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.5050842560170925 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.1883613084309133, -2.1733321613055776] Predicted: 2.1837574212971993 Movie Vector: [1.5792560427385938, 0.24670143231078073] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.5159718874128085 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.542430339095331 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.352398246166136 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 4.328797654582053 Movie Vector: [1.9045671815884657, -0.19025047139164938] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.6261364497462751 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.330210310285694 Movie Vector: [2.050361396778422, -0.38853140533267555] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.401735606702407 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 3.43947994260294 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.006718950319357 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [1.3395798854072192, -1.8643298908664079] Predicted: 3.870446082480007 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 4.021533725945459 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.13281891983697 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.22998467966478 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.7080021832795356, -0.15845722456304354] Predicted: 3.6224503854245462 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 4.5524510714930795 Movie Vector: [1.9251042930741702, -1.0995777664406334] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.476967907636652 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 4.086072136560013 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.9354048832335533, -0.697992072039503] Predicted: 3.6354513695186874 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 2.656828978387163 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.2671433226114517, -0.6563642612258018] Predicted: 4.185644350698352 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.8839185047116718, 0.7744172990838148] Predicted: 3.3230401612967926 Movie Vector: [1.6558618413959183, 0.034038339385766045] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 1.9544920800362773 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.000785770044796 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.7815473171637706 Movie Vector: [1.173685280942338, -0.5592093778429013] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 2.6730091128513505 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.8082560140140167 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [1.755879099727727, 0.7060875589462566] Predicted: 3.1917264156165537 Movie Vector: [1.9225248779670352, 0.16302846887440486] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.6108312064521835 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.969857028755161, -0.386846203982055] Predicted: 3.1595179848026533 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.1315769030330642 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.2325375960136 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [2.0314769743086414, 0.8526634217648135] Predicted: 3.650139921418638 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.433953261977862 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [2.403574064422115, 0.2973438754044894] Predicted: 3.8429719454124807 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.477604858867451 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.3282094141066265 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 2.818413373464094 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.00311122857028, 0.6048451957770121] Predicted: 4.998161629513013 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [2.027350216371511, -0.4189993224292321] Predicted: 3.1301835131544404 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.959239113190046 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.7665764996456446 Movie Vector: [1.400783570246851, -0.49290331615610294] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.7748902273455873 Movie Vector: [1.6890192489467353, 0.638239888222548] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 2.588661176525228 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 4.025714898474165 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.538139728461144 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.311487443891084, -0.5052116611245093] Predicted: 4.921598819791706 Movie Vector: [1.7947785186751022, -0.4602474825189391] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.829275949300727 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.912733848870456, 0.41972650961929564] Predicted: 2.670265516804461 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.231637984660718 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.090840572747387 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 3.826518539396362 Movie Vector: [1.488900542740799, 0.21220769192296668] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 2.81531316804948 Movie Vector: [1.2485972289867693, -1.4070397269636465] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.654802531767655 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.3204276005947784 Movie Vector: [1.4585145090697782, -0.7448988822944351] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.890344118282537 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.283813722757405, -0.25604346978137593] Predicted: 4.048099830962843 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.566846098725123 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 3.1374924114103906 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [1.8590509945202793, 0.17106730316719743] Predicted: 4.321961224989172 Movie Vector: [1.9773306760744687, -0.029002058324228707] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 4.053882727416164 Movie Vector: [2.1225950137986254, 0.8362325302990841] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.6235487048202053 Movie Vector:
avg loss: 1.0348206442266403: 25%|███████████▋ | 3823/15000 [00:05<00:18, 609.33it/s]
[1.696890602240595, -0.57611297937272] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.4031912512315117 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.475946825755356 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.6441555665201582, -0.4497379573122696] Predicted: 2.5290054246530174 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 2.5952711952014784 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [1.6984251793095404, -1.209788520413067] Predicted: 4.257596348533827 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [2.1637768129113826, -0.8502804935308549] Predicted: 3.6765829823364173 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.7766419093460635 Movie Vector: [2.0760856782962342, 0.1303691085363817] User Vector: [2.055335954956014, -0.2414299672405509] Predicted: 4.235578530568376 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [2.096017612346677, 0.22929296751560369] Predicted: 3.913028394303823 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 2.3494194669577153 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.303885594188304 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.438641576512917 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.9450655313959806, -0.14748345731742102] Predicted: 3.941659862128934 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.0109307227884097 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.139927766972746 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [1.7301742106419906, -0.46968269511944494] Predicted: 3.5770773760696715 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.3064022693011728 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.654433861892642 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.2817937913882895 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 3.108224815488088 Movie Vector: [1.3462870812953749, -0.6296470505229779] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 2.8769324919410666 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.986999683976371 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.35259845405755 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.6914261154321055 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.6025008894826236 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.930851779623284, -1.1031389253296808] Predicted: 3.5536616408848585 Movie Vector: [1.3928292376148008, 1.3758035593535347] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 1.947568072969012 Movie Vector: [1.073363282617177, -1.6850721220312324] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 3.4029878343155566 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.6424140960357814, -0.7302840997176842] Predicted: 2.593714221736056 Movie Vector: [1.2732660660058015, -1.4977889425461517] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 2.372206831143308 Movie Vector: [2.0567409886878267, 0.165376624051098] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.52843440970281 Movie Vector: [1.0675167406975519, -2.0496641370007653] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.8458136747530935 Movie Vector: [1.724607699019174, -0.44197278507625876] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 3.536753671492868 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.383195886966139 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 4.060995457720708 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.295250694070488 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.264592590347417 Movie Vector: [1.1533124731251436, -1.0875932709049823] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 2.2798638802798625 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.620676757879938 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 4.128966227861166 Movie Vector: [1.3089857676438326, -1.6920320271032883] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.387266509599237 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.1240966325454553 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.4603746224093834 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.7347656411756012, -0.09154302078305945] Predicted: 2.68864483289778 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [2.0008538256781145, -0.8427659510859357] Predicted: 4.55082351838896 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 3.6965435403064126 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [2.403574064422115, 0.2973438754044894] Predicted: 4.170827841425699 Movie Vector: [2.0571798142172555, -0.7989693132974727] User Vector: [1.9829349035794237, -0.30825286179528516] Predicted: 4.32553823386099 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.0595857096154018 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 3.7228824027419805 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.562883847745332 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.981300651328505 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.6393245015875713 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.61309309623172 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.433352381094359 Movie Vector: [1.3711912188264537, -0.09572604384436205] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 2.6586229264476815 Movie Vector: [1.315350295338097, -0.0795826775334232] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 2.2714391644872376 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.645654623371166 Movie Vector: [2.0017648684995373, -0.5353404544472107] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.4493155151878505 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.4745384934510404, -1.5045074055429701] Predicted: 3.943251534212597 Movie Vector: [1.1215996740064298, -0.7649733563912511] User Vector: [1.2664936986338116, -1.3052451211006848] Predicted: 2.4189766607205767 Movie Vector: [1.4021600200664266, -0.6682261766932914] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 2.8513352611415366 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 4.443148790599496 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.337361866590713 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.0593636242057847, 0.12925143019891658] Predicted: 3.510591248104768 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 3.1318914633177655 Movie Vector: [2.1045684573218004, 1.0474209498503024] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 3.0344732829684777 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.582609695184213 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.026414593283454 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 3.5845674957058264 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 3.7836340970563267 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 4.2868975451659646 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.685377361706103 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 2.761600279941335 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.082186115820334 Movie Vector: [2.2427818224624803, -0.32021236380321244] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 4.089558771801438 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.482077017668558 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [1.705272815610908, -0.558862940858874] Predicted: 3.345073176507119 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 2.7641339476651616 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [2.055335954956014, -0.2414299672405509] Predicted: 4.317168124680085 Movie Vector: [2.017191019047524, -0.07072953000012956] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.9263890885764394 Movie Vector: [1.9916417926656036, -0.0416039892475528] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 5.112876996335861 Movie Vector: [1.1337608033664637, -0.21756814064453067] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.1414073226275896 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [2.0722219163897773, 0.4553190516794004] Predicted: 3.9267112781089155 Movie Vector: [1.465956397853748, -0.13388518074810962] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.5055012493690367 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 3.421088761232865 Movie Vector: [1.8475865168191656, 0.46712079532579553] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.039150831657322 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 4.144027789727638 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.862221452719561 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 5.033602386465302 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 4.262330894125914 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 3.512939114471792 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 3.7135992065439782 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.5114334770827695 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.6369089717288925 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.2102090336392037 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.055130390182261, -0.13553800374770578] Predicted: 4.735306579394935 Movie Vector: [1.032476837019789, 0.0583985235306673] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 1.6656032743143758 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 3.5487219864763944 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.2269726896559605, -1.2826684527276848] Predicted: 2.2185896227806343 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.8680966688264997, -0.41504297024390185] Predicted: 4.153367029022636 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.8676176393800255 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.8604418756492325 Movie Vector: [1.2217723756417205, -1.041340573523281] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 2.678792639720114 Movie Vector: [2.2036041962922392, 0.36528662978581816] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.065687659232804 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.7047971300768732, -0.5599363708670457] Predicted: 3.25971199217937 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.8006177961641558, -0.39781324204356533] Predicted: 3.2318664216103095 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.8124551296707117, -1.2792900374380207] Predicted: 4.344130773287991 Movie Vector: [1.226883069877539, -0.1939418016395341] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 2.3168336206919147 Movie Vector: [2.0571798142172555, -0.7989693132974727] User Vector: [2.1840992524196836, 0.31468347462042784] Predicted: 4.241662454701225 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [1.7230039818874279, -0.470873528260541] Predicted: 3.400605137234194 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.711365006205695, -0.7636635333841347] Predicted: 3.3508569394585113 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.7273757006864647 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 4.0003682725779335 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 4.032061103443375 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.3410149177852437 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.8171663070286315, 0.6376268633687618] Predicted: 3.7201424118212953 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.390780370095472 Movie Vector: [1.7800409923165972, -0.4350752684811157] User Vector: [1.588906661797161, -0.8291388666592155] Predicted: 3.1890568059837565 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.8872458235098262, 0.1677664064349858]
avg loss: 1.0378103877526348: 26%|███████████▉ | 3886/15000 [00:05<00:19, 561.83it/s]
Predicted: 3.5207292974097038 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.44448457119528 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.381294791597139, -1.7354966642288792] Predicted: 3.2933664234191156 Movie Vector: [1.465956397853748, -0.13388518074810962] User Vector: [2.027350216371511, -0.4189993224292321] Predicted: 3.02810482039677 Movie Vector: [2.003454052171265, 0.0874580639483475] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 4.320274791997812 Movie Vector: [2.2046160090958336, -0.43061049477263774] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 4.3440860431914485 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.9453964196473246 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 4.3817895335475825 Movie Vector: [1.3359601687861775, -1.3014770886461056] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.3936888414234523 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.8648808154968863 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.8423678963569157 Movie Vector: [1.4169439204975105, -0.11897319846378315] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 3.387875948336893 Movie Vector: [1.0055055314266395, -0.2607955404187925] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 1.672551856294389 Movie Vector: [0.20438429453950355, 0.11604915633650828] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 0.2690197382343762 Movie Vector: [1.7992837175252532, 0.05328920443714934] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.5338326499979376 Movie Vector: [2.036290016169283, 0.21482095504091786] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 4.9297435228239985 Movie Vector: [0.7818392873759621, -0.19237560919722782] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 1.3916992592084418 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.134786164760003 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.9160102005103343, 0.7127783450427894] Predicted: 3.5075051067375025 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 3.3748044060411564 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [1.965323906622771, 0.013260523538646896] Predicted: 3.9384315470795235 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.5938847587270075 Movie Vector: [1.9045671815884657, -0.19025047139164938] User Vector: [1.0022263138500265, -1.4746051897486254] Predicted: 2.1893516783493907 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.474653846788424 Movie Vector: [1.9401816886067522, -0.1732024418932382] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.3610669677254252 Movie Vector: [1.7311573983222264, 0.1822091806300594] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.4741236964708357 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 4.368596773423695 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 3.9950261147306483 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.159041653390083 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 3.03445622614558 Movie Vector: [1.9217052972479942, 0.9503499123816846] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 2.994158911373458 Movie Vector: [1.4446257410068368, 0.6884113907840244] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.743421391392528 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 4.256407337072653 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.135854775760926 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.32614204039108 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 4.58959380921677 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 4.185989144618403 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 3.495406788366801 Movie Vector: [1.9557782684947362, -0.10664397850368793] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.430148099619465 Movie Vector: [1.928983766821091, -0.07347129402221003] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.9206472413843816 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 2.765537651488446 Movie Vector: [1.7767033790731543, -0.4759950743084916] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.9824854371211305 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.619967755879768 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 3.4529442609939798 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.3972656883981296, -0.640020489946267] Predicted: 2.9562333578597224 Movie Vector: [1.5062710094804246, 0.009907643936637092] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.966100037812951 Movie Vector: [1.492893377004721, -1.224336105928392] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.667396966101405 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 3.7959739864077675 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.503257230680018 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.8385082450072496 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.2764760311279713 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 4.053784060758824 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.517852006766819 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.732020657309238 Movie Vector: [1.7859747914443134, -0.39614712784942185] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.290702617801518 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.341364787186839 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.9910404206468044 Movie Vector: [1.6750824456569364, 0.365506859714759] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.85934552620065 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.196372055485345 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.7060870658178713 Movie Vector: [1.4945313181618487, -0.7867969930479336] User Vector: [1.9745982321513127, 0.23042098148618978] Predicted: 2.76980436336867 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.129075411502781 Movie Vector: [2.278226217735427, 0.07108051275839947] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 4.309288719635209 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 4.30490145832427 Movie Vector: [1.7718928854521072, 0.18727201139331393] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.5145139915847015 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.2664936986338116, -1.3052451211006848] Predicted: 3.1455567065309142 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.749826480601725, -0.27941696873120936] Predicted: 3.4903766667759912 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.492597625865816 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.857532545488031 Movie Vector: [1.3511013293060539, -0.5942372781879589] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 2.958282263439106 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [2.221101054035979, -0.4797406395513427] Predicted: 4.724672014953674 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.8932453930322275, -0.4962454761625414] Predicted: 4.189527459248978 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 2.760259908979171 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 3.932601251668921 Movie Vector: [1.9260899725632505, -1.2776799505457994] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 4.485558665725047 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [2.325758434340732, 1.3935342353975773] Predicted: 3.643613487725719 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 3.5541791194881123 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 3.581076031959839 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.7690524493478106, -0.3135321160123669] Predicted: 2.4699185923241767 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.520104064579791 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.6576442166785004 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 2.9589695422571065 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.5116663882209813, -1.5266743489439614] Predicted: 3.1564822277999824 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 4.069213463522759 Movie Vector: [1.6815202245383707, -0.7322327750903265] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.236612592690255 Movie Vector: [1.6140024409403453, -0.8921534867202657] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.220450428631885 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.7383633494834125 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 3.8480618802606816 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.5947311516098146, -0.19344833627290475] Predicted: 3.1633215117882667 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.015958989326824 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 3.168501568674294 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.691710042239034
avg loss: 1.0368694028203513: 26%|████████████ | 3949/15000 [00:06<00:19, 579.24it/s]
Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.1969808645330766, 0.06818342791445085] Predicted: 3.901988993992458 Movie Vector: [1.5000057407713776, -0.5440636439461103] User Vector: [1.408510675930718, -1.0332582780844073] Predicted: 2.6749323637459366 Movie Vector: [1.7418449399895046, -0.09144665743128222] User Vector: [1.2412395654968804, -1.5617878736499307] Predicted: 2.3048671371375082 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.876871136571999, -0.22524378210535062] Predicted: 2.4373247380771903 Movie Vector: [1.6778922321110572, 0.23130848120744454] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 3.5273703380032373 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.3225052012983314 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.5865560541201353 Movie Vector: [1.8761334968791845, 0.06704624310990812] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 3.7661851217808 Movie Vector: [1.584744532396399, -0.12323058749544041] User Vector: [1.7881934820727905, -1.055148325434953] Predicted: 2.963856391619912 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.6954085800549832, -1.2063578154030015] Predicted: 4.235786208607971 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.715859528178888 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.15978391537888 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.078381400455087 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7489946234020006, -0.7884627662445691] Predicted: 3.4958519191600987 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.0877795334957217 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 2.896052104369738 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 4.428517798076294 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.293050010526331 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [2.092058544861514, -0.10206106921418187] Predicted: 4.625989713800462 Movie Vector: [1.7767033790731543, -0.4759950743084916] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 3.922097600700721 Movie Vector: [1.6205821241385725, -1.7427507754618243] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.1521388862404316 Movie Vector: [2.0102829983073014, 0.7082844389521024] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.8587219706901514 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.219576487663808 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.3477360343849965 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.3483254147155845 Movie Vector: [1.6901801831249574, -0.7837564128245986] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.2822408809494217 Movie Vector: [1.6861761498066203, -0.7676575574054305] User Vector: [2.2825623515434983, -0.23601335503518242] Predicted: 4.02997963326053 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.0521127775869865 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 3.4793041697318476 Movie Vector: [2.134278841843628, 0.776709093525398] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 4.080023948455723 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 2.9885167208275623 Movie Vector: [1.9702124730353132, 0.3799105499096174] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 3.799567574407625 Movie Vector: [1.1154519679967194, -1.852445895125954] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 1.9866570154180208 Movie Vector: [1.54167821775635, -0.5801524201770765] User Vector: [2.127980348215673, -0.5811703226533835] Predicted: 3.617828319880129 Movie Vector: [1.5238261538993114, -0.8089995721747576] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.9077692691165935 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.4301669680522995 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.226649476639851 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [1.7955004752135129, -1.434236574748687] Predicted: 2.8338479813348734 Movie Vector: [2.096802354200109, -0.0055412461449389685] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.860908454062197 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 3.6190056399302466 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 4.24001762872088 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.3891321684008475 Movie Vector: [1.4401365089328682, 1.5082296581471655] User Vector: [1.9214904469705554, -0.6362760385675038] Predicted: 1.807558152112133 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.294033208068154 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.00311122857028, 0.6048451957770121] Predicted: 3.741907081189046 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.0232360470846102 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.764471870954649 Movie Vector: [1.1533124731251436, -1.0875932709049823] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.6487626600205436 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.604757506162389 Movie Vector: [0.8350196309405958, -0.524092990362892] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 1.833371769368316 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 3.6559503541175316 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 3.1603491479392907 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.645789489834631, -1.071035569751744] Predicted: 2.5710949503872698 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.6649047847906764, 0.036797288167382355] Predicted: 2.982625934612957 Movie Vector: [1.759202542126255, -0.4276812145587882] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 2.847592347383747 Movie Vector: [2.0932488061987584, -0.15329570804189163] User Vector: [1.4076100073036073, -1.1074250219087725] Predicted: 3.1162414702185144 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.516909924510597 Movie Vector: [2.11361931506709, 0.263064158991819] User Vector: [1.9455209744919653, -0.06754504693648923] Predicted: 4.094322028587955 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 3.0784177838806572 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.4287483800272764 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.74656198725315, -0.6870721952301984] Predicted: 3.5687701027896033 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 2.942762905326765 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.026258840419927 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.775173987226938 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.7264578044747347 Movie Vector: [0.8069917632069469, -0.2943021276308613] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 1.3150054599839114 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.771709436584778 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 3.751182277052968 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 3.5476207630704795 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.469358565643091 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 3.479054926574719 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.739734012438167 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 4.246029611532533 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 4.1170104644910115 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.5851924678813638, -0.2483480812967184] Predicted: 3.528903517129 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.8419800722553807 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.1154222180407958, -0.08308134147057793] Predicted: 3.7973668311133757 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.8084067052060844 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 2.976236068561643 Movie Vector: [1.9773306760744687, -0.029002058324228707] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.2450092223402613 Movie Vector: [1.6095786192022565, -0.25934113611161114] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 2.6422952041723202 Movie Vector: [2.131304003528686, -0.4904312027929245] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.6642969657785533 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 3.558268829323601 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.764131188614059 Movie Vector: [1.4891871854765992, 0.12410835560219015] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 3.057075231687118 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.74656198725315, -0.6870721952301984] Predicted: 3.2704954404396336 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.578471242115861 Movie Vector: [1.4966953472873943, 0.12210343432620281] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.150179621998901 Movie Vector: [0.9558158681198698, -1.5186282145684669] User Vector: [2.445515907562755, -0.4820054478764867] Predicted: 3.0694499829089894 Movie Vector: [1.1565676921170573, -0.6417540395468266] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.251690751726312 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.015632382748945, 0.09648172450368314] Predicted: 3.0483550907716452 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.5916094450432199, -0.9530454293499241] Predicted: 3.7735969979659476 Movie Vector: [1.8899637487489611, -0.24063859616499061] User Vector: [1.8563402686788826, -0.9147275939651955] Predicted: 3.7285345772311587 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.635543460937957 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.6046658966838265 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 3.994122001661875 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.9098821330822284 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [1.7103453058327769, -0.5936481860730083] Predicted: 3.674804754113241 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 3.006948309479851 Movie Vector: [2.0825183417273214, -0.5750431260871887] User Vector: [1.764289520052683, -0.5325715460410576] Predicted: 3.980416892327542 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 3.2909096479793787 Movie Vector: [0.7292013733900247, -2.6493078509138943] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.333023891432541 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.004989756280142 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 3.4429591577462246 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.4555123511618593 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.117329750560415 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 5.139804033948879 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 3.0940890081330417 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.2927829111824005 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 4.228221333377495 Movie Vector: [2.053265270848618, -0.035932414537707076] User Vector: [1.5638135780336204, -0.5398656591433447] Predicted: 3.2303227865169593 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.2367208588236775, 1.160645529414869] Predicted: 3.8697071600361697 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.5116663882209813, -1.5266743489439614] Predicted: 2.9419633801603258 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.357510792918721 Movie Vector: [1.492893377004721, -1.224336105928392] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 2.88710941374737 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9455209744919653, -0.06754504693648923] Predicted: 3.3451731381405096 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 4.1748307911900815 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.2664936986338116, -1.3052451211006848] Predicted: 2.560853761521895 Movie Vector: [1.3140466825112376, 1.1870764485685046] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 1.6861546428297873 Movie Vector: [1.8561558558984004, -0.2962058194602144] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 3.289806703477841 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 5.261027542831322 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 3.494543041709152 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [2.1154222180407958, -0.08308134147057793] Predicted: 4.50881884962815 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.948985854333522 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 4.182880313236256 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [2.0411088131842763, 0.5481518849420614] Predicted: 2.6267076166320718 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.5777159864867385 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.9449425081500165 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.2936989288073395 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.3709951830920604 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.2746481833879146 Movie Vector: [2.221561277881298, 0.3864226885150201] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.381784697373728 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.2742096151655993 Movie Vector: [1.7748663607965955, 0.39261121697569434] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.9922084731967167 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.2505217842857648 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.4569725244486422 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.8872266419751627, -0.18716267688414884] Predicted: 3.158720901703517 Movie Vector: [1.3333402125692588, -1.071025022498764] User Vector: [1.8905023683059463, -0.36701536809625973] Predicted: 2.9137654724924262 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.1340899412128906, 0.7558456928306878] Predicted: 4.804851883348312 Movie Vector: [1.1773780889053431, 0.020205533033345675] User Vector:
avg loss: 1.0393832159538468: 28%|████████████▋ | 4125/15000 [00:06<00:16, 645.40it/s]
[1.9225230969988025, -0.6548508843033979] Predicted: 2.2503049586461237 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 3.2236459600637404 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.473146114067533 Movie Vector: [1.7844712155978362, 0.4423588622559168] User Vector: [2.045881875131755, -0.16243855614353514] Predicted: 3.5789611818037956 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 3.46951814790036 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.9707166630449375 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.915088856662441 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.5064615039989158 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.7390771008450927 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.044486304195349 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.959531265850885 Movie Vector: [1.2913213859429034, 0.13701821721293525] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.242208561091755 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 4.09184692234976 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 4.086323240015356 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 3.712598635568303 Movie Vector: [1.6683068457906196, -0.27116490497280565] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 3.644816037567872 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.6129164796125925 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 4.3984500271235705 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.6034739789191244, -1.5869682477129217] Predicted: 3.4224635640354353 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.651118791264317 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.384211622119102 Movie Vector: [1.8577369548193712, 0.5386591138501022] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 3.4874130245712713 Movie Vector: [1.6227760260366646, -0.7304938944502035] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 4.445426299742106 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.4580091658379826 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.4616792343287797 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.7406555438524145 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.5964581465024064 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.431182405134487 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 2.7796179288441967 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.270227763175028 Movie Vector: [1.6897564499517352, 0.12379795122821866] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 2.909354269504407 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.920990981742082, -0.23854476837916966] Predicted: 3.9504102357661033 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.700410313098086 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 3.4659796999925296 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.946746965402963 Movie Vector: [2.003454052171265, 0.0874580639483475] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.3239931378691345 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.196836018577831 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.6211200792780636 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.074209496798434 Movie Vector: [1.835674310368388, -1.2236929599180655] User Vector: [1.7979395132987406, -0.28768108351656835] Predicted: 3.6524646927595663 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [2.1291993791346306, -0.086487814584464] Predicted: 3.144109797616833 Movie Vector: [1.4899614815156903, -1.414112547144512] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.2596026835395144 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 4.174399997834661 Movie Vector: [1.3021099508180827, 9.438208292185217e-06] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 2.796726718374768 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.7554117196579693 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.6533047341622231, -0.5897245430769862] Predicted: 2.9740428225200453 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.764844492027299, -0.5728663277839869] Predicted: 3.5318921665396372 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.570356050016747 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [1.8634434818272358, 0.47540667219838423] Predicted: 3.4719065061061714 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.2279829326454594 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.1675675496234454 Movie Vector: [2.0473204416440898, -0.13455240851294956] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.8215506021634615 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 2.830589783263415 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.777904570561033 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.123825683348505, 0.38401875779378064] Predicted: 3.259537967659719 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.483141929957163 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.2654949097439894 Movie Vector: [-0.9419345855712891, -1.7226314544677734] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: -0.3834800059835394 Movie Vector: [1.8876610619436753, -0.07555448265915782] User Vector: [1.9953757899453306, 1.0261548051587515] Predicted: 3.6890625871929243 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.0843061088523727 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 2.7753369833031107 Movie Vector: [1.5333427444955974, -1.6516426362293861] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.628019695031878 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.4425212288215405 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 2.987768295897587 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.9008631832900034 Movie Vector: [1.6442625448545716, -0.8760845202464776] User Vector: [1.7631986642467843, -0.8352724375655123] Predicted: 3.6309307754982867 Movie Vector: [-1.532602310180664, 0.3888988494873047] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: -2.1388999836608966 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.451615369202129 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 2.7337418890113008 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.629871831382541 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.685488756177986 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.7584481054281302 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 4.586695077567964 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 4.544371671291723 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 3.4688931436265964 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 3.9529952501923025 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 4.211086848211562 Movie Vector: [2.003454052171265, 0.0874580639483475] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 3.492800465376811 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.870004458878759 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.5658935305927026 Movie Vector: [2.1059541195838376, 0.1988106398008806] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.254805069927603 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 4.08401013601505 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.7136874362872567 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.5947157179495497, -0.40463716705413044] Predicted: 2.5515521783276425 Movie Vector: [1.4573940649485568, -0.6560135868036624] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 3.7641616347104607 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 3.7840570438877754 Movie Vector: [1.6849072904669113, 0.9632799191148796] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 3.629497450790853 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.025472485727487 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 4.17177201221203 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 4.412058406746093 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.736137772354335 Movie Vector: [1.7863747324408676, -1.0454070976280674] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.682841309914051 Movie Vector: [1.8561558558984004, -0.2962058194602144] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.9027080931600504 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [2.221101054035979, -0.4797406395513427] Predicted: 4.370225961302115 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9250255604742723, -0.5401973627843698] Predicted: 3.9536839883412527 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.1681352473991766, -0.4160175742125898] Predicted: 3.274045062037342 Movie Vector: [1.759202542126255, -0.4276812145587882] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.3907852055832866 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.452638259207428 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.9119145238089725 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.39898253554136 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.539048132909994 Movie Vector: [0.9923545045542582, 0.6168791163300983] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 2.015542480398912 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 3.0107470702848893 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 3.5938095510976327 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.8999549482051448 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [2.0211591674105893, -0.797678069916296] Predicted: 3.475978088905349 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.478843883853743 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.741487847243624 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [2.264264964710511, 0.1152395266029203] Predicted: 3.4209185346991924 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.6286732551227914 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.1722606941760727 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.403574064422115, 0.2973438754044894] Predicted: 5.138014536017845 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 4.613288341161604 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 2.7794397574093708 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.4163796132751738, -0.38552470416048035] Predicted: 2.574608251783638 Movie Vector: [2.2282971228700785, -0.14178488787886906] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 4.252520816302458 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.3717518448431565 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.6840832983422067 Movie Vector: [1.5483524723266415, 0.2500693145196261] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 2.749436253521917 Movie Vector: [1.3708110068313601, -0.04540221351906522] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.6862472692034975 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.574669471371797 Movie Vector: [1.384670995843572, 0.01024046879840802] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.724905129174964 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 5.262812691826081 Movie Vector: [1.915524826069829, 0.3598982087720431] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 2.9440615079001446 Movie Vector: [1.2151117373069993, -1.3091322418007487] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 2.3243268246257784
avg loss: 1.032485039643762: 28%|█████████████▎ | 4267/15000 [00:06<00:16, 656.13it/s]
Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.297898715578582 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.8230023602844376, -0.1678110595512537] Predicted: 3.3012226192989695 Movie Vector: [1.397415807441027, -0.6947521153085613] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.9286478648660514 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.9237758490240702, 0.2447144783673793] Predicted: 3.380034725333948 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 3.7003362639582256 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.294348093095207 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.9559956342964413 Movie Vector: [1.7387945265041318, -0.4971050500992355] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.803181676584106 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 4.800593789987479 Movie Vector: [1.5238261538993114, -0.8089995721747576] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.6207158959095316 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.9181197419236367, -0.7541142047956809] Predicted: 3.5588759510194565 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.013040600642895, 0.30890398680522585] Predicted: 4.139735547104553 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.5282036553380713 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.047189894099082 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.72437572549912 Movie Vector: [1.4808981181856702, -0.5684125723528083] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.219286312168419 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 3.2011036583211174 Movie Vector: [1.7718928854521072, 0.18727201139331393] User Vector: [1.778414476596144, 0.7204573888835162] Predicted: 3.286081462805132 Movie Vector: [2.009375536974246, 0.7740084611651209] User Vector: [1.900369295675613, -0.06486869539160076] Predicted: 3.7683466548497124 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 3.905273581235584 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.264264964710511, 0.1152395266029203] Predicted: 4.379657690861754 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.299040297332653 Movie Vector: [2.1845275447220756, -0.6983695855728876] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 4.100262484776691 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.869569551374776 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.378115515373236 Movie Vector: [1.7113585318375624, 0.03887904121168834] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.605714670363451 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.4822673052576216 Movie Vector: [1.39637101613886, 0.37226582087541904] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 2.5121043727577685 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.565813256743477 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.4737611584643173 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.538936760417655 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.626411919972726 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 2.7822009476661953 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.9486332087370792, -0.2643497443766888] Predicted: 3.628364939823768 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 2.86700211393851 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 3.5161500462350777 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.204472696457812 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.555045829010172 Movie Vector: [1.9638201416807761, -0.17264424505592543] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.089732414155937 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.8191655280261165, 0.2649725059502095] Predicted: 3.804758752947152 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.298851303375623 Movie Vector: [1.4021600200664266, -0.6682261766932914] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 2.249739461337855 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 3.901399148266139 Movie Vector: [1.862612481175307, 0.3810815399487772] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.8303416199193294 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.4040128219734065 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.1097657413211888, 0.6838949311457456] Predicted: 3.9615573504287696 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.805005590204082 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.501871219906497 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 3.774499584389276 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 4.0467264316887785 Movie Vector: [2.045568802728415, -0.20788072304172558] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.686891061808499 Movie Vector: [1.280669112835486, -0.13305107377460373] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 2.6115023651898683 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.8828579256154758, -0.7805673822264726] Predicted: 4.108627498193223 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 4.3545101150384955 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 2.4255596747025643 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 3.949693636584893 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.197638240207589 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 4.161430541987341 Movie Vector: [1.9423965602318982, -0.2217614089131123] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 4.096608647254158 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 2.111215047740194 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 3.9897050952386257 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 4.3143493127046995 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.5467239168422084 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.6547983438060125 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 4.375922886820095 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.9237758490240702, 0.2447144783673793] Predicted: 4.576008328251477 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.026741490808319 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.998153339159371 Movie Vector: [1.7074181008356564, -0.42309094303993877] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.446073105702971 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.8273038255564775 Movie Vector: [2.002207609025139, -0.03644797817550586] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.2693725352756307 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [2.0739683220628824, -0.2636907724489874] Predicted: 3.2971820345240213 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.421733289882474 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 2.9719665770514987 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.1230828708687954 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.061771183614785 Movie Vector: [1.9288510633243743, -0.3205645480885802] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.0192805609650852 Movie Vector: [2.032223192532805, -0.5069537751199894] User Vector: [1.7120955021360131, -1.126941896881786] Predicted: 4.050667636237008 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 3.1545578882101712 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.954643974643977 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.4267398133217504 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [2.094561697569865, 0.03421825625087642] Predicted: 4.484051649435919 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 4.283082814909455 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 2.874399458661651 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [2.0499992478093834, -1.1941194649112128] Predicted: 3.5663101036087324 Movie Vector: [1.5278634210919255, -0.552902019132661] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.1055805095081435 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 4.073334535877686 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.5611632489864697 Movie Vector: [1.6205821241385725, -1.7427507754618243] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.316375760216076 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.635955065154114 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 3.384454691236896 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 3.0417412696670776 Movie Vector: [1.2913213859429034, 0.13701821721293525] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.4501179429554685 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 2.4969372627151167 Movie Vector: [2.0528959352729927, -0.30657121548185046] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.527856297387961 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.177822984309399 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 4.329853006992707 Movie Vector: [1.2330382511811802, -0.6842334422552842] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 2.195225836749692 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.7852538757112373, -0.7305649623425831] Predicted: 2.9465259723832 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.5137056597066663, 0.28940514415677854] Predicted: 2.6715074088221153 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.3937176542118936 Movie Vector: [1.299663902131595, -0.632154002002143] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 3.0411215695612572 Movie Vector: [0.9558158681198698, -1.5186282145684669] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 1.6195355719280178 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 2.9240468007683407 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.965323906622771, 0.013260523538646896] Predicted: 3.467252855428632 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.5858650941938284 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 3.0685174687250663 Movie Vector: [1.3925324878009195, 0.13945489166728367] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 1.5891923993659538 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.7017372969315687, -0.46241609471154055] Predicted: 3.144241341782019 Movie Vector: [1.5518850811517515, 0.17743558744449964] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.134913640049634 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.6474246511995236 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 3.320595782910609 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 4.200297926414681 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 3.3391506526286046 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.5464765170815604 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.8391726409364595 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.764844492027299, -0.5728663277839869] Predicted: 4.049525234251027 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 4.155114787072597 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.1000311546134833 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.974379697592874 Movie Vector: [1.389374284860146, -0.3865250602983224] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 3.337697005507203 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.8638255720034 Movie Vector: [1.7945002656021507, -0.6713210331387821] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 2.862306151057536 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.765447124619098, -0.07645812684608744] Predicted: 2.9185786347147453 Movie Vector: [1.1338287973169232, -1.2433878123221334]
avg loss: 1.0427465863842924: 29%|█████████████▌ | 4416/15000 [00:06<00:15, 698.24it/s]
User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 2.9651870770271853 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 4.233493131209055 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.538819898822671 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.3453951740935364 Movie Vector: [1.7145500215464555, -0.6298806044244317] User Vector: [1.7690524493478106, -0.3135321160123669] Predicted: 3.2306167138864392 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.1295747008607733, -0.05167941234258269] Predicted: 3.8443830772855643 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.6424140960357814, -0.7302840997176842] Predicted: 2.720165101505974 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.32214830521682 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.5790326731031743 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.26684154081147 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 3.94993148450204 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.0070417599744075 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.01614844358065 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [0.9681305981605053, -1.6503128642351563] Predicted: 3.234152364792123 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.448681162183856 Movie Vector: [2.0158172967833665, 0.5926852521578698] User Vector: [2.09809245138733, -1.1812744033819897] Predicted: 3.5292471361211026 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.9519453200455021, -0.02795320588855691] Predicted: 4.121337924213708 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.798282594631165 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.502195900962982 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.6529807730613606 Movie Vector: [2.077996730338958, 0.49939748371764736] User Vector: [1.50393597630241, -1.087378056638306] Predicted: 2.582140176060581 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.6848822944692565, -0.21862320575358535] Predicted: 3.4414574968382317 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.930851779623284, -1.1031389253296808] Predicted: 4.384814850516527 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.451322214207281 Movie Vector: [1.874886683177792, 1.733233067237384] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 2.7921615651079508 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 3.6482341386589794 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 2.2674662120265414 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.260276392021525 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.6275121048135546 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.8783267726351731, -0.4839231546489782] Predicted: 3.339032305471754 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.365683903566384 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [2.0779413819266095, -0.21547920453879366] Predicted: 4.676379144453294 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [1.7881934820727905, -1.055148325434953] Predicted: 3.5863678484907004 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.607273598809018 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.917729567323231, -1.0001517266088724] Predicted: 4.300922184954267 Movie Vector: [1.8695303952716122, 0.03464422016153679] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.837358880252763 Movie Vector: [2.005882260985358, -1.9818400886344802] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.95754738635156 Movie Vector: [-0.30753135681152344, -2.1311473846435547] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 0.34768353337889746 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.170715340120252 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.394637071827831 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.627770082327718 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.2655826528731278 Movie Vector: [1.207601204813226, -1.4533283209610939] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 2.405721823937951 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.3658036761089494 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.3505952640870116 Movie Vector: [1.4966050379187406, -0.3188286878934715] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.334215883879201 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.9133697386049195, 0.595140601768728] Predicted: 3.0537451681006282 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 4.031230286017646 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.002949929109759 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.5621215173743663 Movie Vector: [2.0874347701620226, -0.7420158990728355] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 4.008205328679417 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 4.247525525151206 Movie Vector: [1.779359521517531, 0.2653853836620389] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.028734013943343 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 2.852293633238984 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 2.9578492191562025 Movie Vector: [0.8268211019912608, -0.8664555916462596] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.7735833634583391 Movie Vector: [0.9177112579345703, -0.4447460174560547] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.3183169056212356 Movie Vector: [2.0988819757716013, 0.2879953364709878] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.2394190022747753 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 3.7685125145910074 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 3.5602091969160874 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.2991493018530713 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [2.1973525526095488, -0.070038240759328] Predicted: 4.402626227123369 Movie Vector: [2.0729605333149017, -0.9931397961958173] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.214171723939484 Movie Vector: [1.9066097487127265, 0.2072606431978739] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 3.563465898421687 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.9613655926305027 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.17397427437342 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 4.584068535092005 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 3.3840859281359856 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [2.2367208588236775, 1.160645529414869] Predicted: 5.228287320036321 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 5.038370176007079 Movie Vector: [1.9107715104859835, -0.3832921636613594] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.95822505334027 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.6746087318770886, -2.11463125502669] Predicted: 3.80960234627883 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 3.698747428068488 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.374413652131452 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.7988155137490116 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.185447695787423 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 2.8013955287571246 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.72263568894655 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.7597946710549017 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.28079017128844 Movie Vector: [1.7011240192912551, 0.06705210208267527] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.7213034248690984 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.8733835026271377 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 4.072393032589938 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.252541150925435 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 2.745310819289276 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.1969808645330766, 0.06818342791445085] Predicted: 3.214450647517824 Movie Vector: [1.476676860689724, -0.5156048163790945] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 2.774144892606093 Movie Vector: [2.002207609025139, -0.03644797817550586] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.15273986466727 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 4.298793095879817 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 3.2447809080272187 Movie Vector: [1.6205821241385725, -1.7427507754618243] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.927188199225875 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.336828743741113 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.806227987034944 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.9659474125241374, 0.08319117013821664] Predicted: 4.072092560843434 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 2.782530514870632 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.5339100156877774 Movie Vector: [2.2082733335747293, -0.010508361371139866] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.757124989733811 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.444523730307705 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.630015177287802 Movie Vector: [1.034536796089683, -0.8536256932728427] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 1.6699907844626862 Movie Vector: [1.9365472966461, -0.054949460520030795] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.6253233473299864 Movie Vector: [1.4526183630832696, -1.2440987671366868] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.593639349098901 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.7113803030753414 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.6667125974300454 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.460358048244865 Movie Vector: [1.9167612263179186, -0.2779384082942288] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.2251445252645885 Movie Vector: [1.9109162665516568, 0.06339039292450724] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.5601569004037534 Movie Vector: [1.708333154951798, -0.13277652541192073] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.7721468992452647 Movie Vector: [2.203467457167422, -0.06551904170270437] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 4.042352913554685 Movie Vector: [0.4209544776177153, -0.5262399463741712] User Vector: [2.040670003120459, 1.1130767959537877] Predicted: 0.27328370174065886 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.870202864344508, -0.44829961383218014] Predicted: 3.7168050157681485 Movie Vector: [1.6002451602798122, 0.11465959669747099] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.162645877221801 Movie Vector: [1.4290844648066572, 0.3410414184649989] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 1.9434372120337213 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.361617371411638 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.8981865836060656, 0.097882343407741] Predicted: 3.755765119963551 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.115260683634306 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 3.7907631195186626 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 4.113457022162819 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.751547574383623 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [1.977421176763925, -0.10760944859929535] Predicted: 3.1089668523906764 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.377925679028963 Movie Vector: [1.5618149046780694, -1.1198007066523625] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.5065448279751883 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.977388725986763, 1.1428043798372953] Predicted: 3.8694368977707216 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.9438192913887824 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.87498105206169 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.4477294210927885 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 2.829326632070688 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 2.680003328550152 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.873342338695966 Movie Vector: [1.748757324551664, -0.4531445007335702] User Vector: [1.930851779623284, -1.1031389253296808] Predicted: 3.8764725297981193 Movie Vector: [1.8089613198050545, -0.6516492998150991] User Vector: [1.8083893142275824, -1.4300400338151906] Predicted: 4.203190907329715 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.070265235228405, -0.6915353679449538] Predicted: 4.491934487110091 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.65522593493426 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.023312902202898
avg loss: 1.0484747526879816: 30%|██████████████ | 4566/15000 [00:06<00:15, 680.34it/s]
Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.041433052586445 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.522529513614668 Movie Vector: [1.7678115339615184, -0.7967609928813442] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.9484425933131124 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.6422411038606124 Movie Vector: [1.6353520713618206, 1.30850663102293] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.9363025238979015 Movie Vector: [1.2481035482310558, 0.7212490183858675] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 2.1982094977267845 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.015632382748945, 0.09648172450368314] Predicted: 3.9322011273772577 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.742993566534234 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.90658046262504 Movie Vector: [1.6890192489467353, 0.638239888222548] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 2.964064024634713 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.358675372771115 Movie Vector: [-0.10868654226140873, 0.24495834534653022] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: -0.31777545890682896 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 2.9636887733770614 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [1.711365006205695, -0.7636635333841347] Predicted: 3.3455973043323146 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.2671433226114517, -0.6563642612258018] Predicted: 4.5115440685311645 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 4.716852597538738 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 2.4228406726632725 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.9837920190584457, 0.4819925065199553] Predicted: 3.08894817387796 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.9578085691549225, -0.530754998526253] Predicted: 3.9912466097261463 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 2.9096522708531625 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.5264696400634077 Movie Vector: [1.7311573983222264, 0.1822091806300594] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.4932041266716287 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.228578687976921 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.315686470129402 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 3.6623588520294956 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 3.770276787727895 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.8439470984304034 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.1426122178598614 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 3.1477780656349346 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.0595597377256314 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 2.8715830693021633 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 3.742438331011251 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 2.367038554584237 Movie Vector: [1.8431607731409507, 0.6165802657711061] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.7031906055381283 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 4.124279847066898 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.648059544653468 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.870741650703251 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.8148733248300208, -0.05302931993949842] Predicted: 3.7911731205169406 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 5.564416203084757 Movie Vector: [1.932783784395986, 0.4135882723822619] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.175673366716318 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 3.8359687698904406 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.6673899877202962 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.81024852533239 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 4.036074656784498 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.3326701856527348 Movie Vector: [2.0760856782962342, 0.1303691085363817] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.956441978220858 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 3.619786361892639 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9237758490240702, 0.2447144783673793] Predicted: 4.621068460064514 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.3575488581261923 Movie Vector: [-0.06887541809703404, -0.04978500751226247] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: -0.11816877976893213 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.886159702688939, 0.04559802938423431] Predicted: 3.806655065356909 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 4.098543065957947 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 4.595953125624843 Movie Vector: [1.62066250158491, -1.0929836787690033] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.479578797099725 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 2.86491211064471 Movie Vector: [2.1772973332278274, -0.44290533858452213] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.741154363792943 Movie Vector: [1.742406677206578, -0.5953276668847586] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.4421323688785423 Movie Vector: [1.746359772327885, 0.3593834449251192] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.589961470433333 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.7307490170044706 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 2.988505550893722 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.54863848580211 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.199144168751573 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 3.4928411714509755 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.976438567047711 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.1509474263184374 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.8783267726351731, -0.4839231546489782] Predicted: 2.862428502588538 Movie Vector: [1.6553265275166285, -0.6232864043863224] User Vector: [2.127980348215673, -0.5811703226533835] Predicted: 3.8847378811781423 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.136935117099685 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.281889772276179 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 4.193730126301961 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 5.211614940932806 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [2.00311122857028, 0.6048451957770121] Predicted: 4.400249817397767 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 4.575457186345211 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.3847679449090085, -0.6091860996815402] Predicted: 4.595828362202233 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.303731811967623 Movie Vector: [1.1154519679967194, -1.852445895125954] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.8436982363754026 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 3.2883679448480896 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.755879099727727, 0.7060875589462566] Predicted: 3.2754628784672386 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.7387974503282093 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.595724476687344 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [2.020354463291732, 0.02439611572416159] Predicted: 2.858458906887047 Movie Vector: [1.973707055850441, 0.381644656792106] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.161651794035207 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 3.519159438755712 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.4042313376977678 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.7489946234020006, -0.7884627662445691] Predicted: 3.307355293109232 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.37891043228958 Movie Vector: [1.4151064767358643, -0.37775097030244614] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.6150803480214293 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.7637640536856343 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.7983752263652264, -1.2101818188161564] Predicted: 3.4724741046580108 Movie Vector: [1.6778922321110572, 0.23130848120744454] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.1303712642557264 Movie Vector: [1.7867265057864752, 0.041825415794177784] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.5256084069122635 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 2.984182941024964 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.4978756957736787 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.6316573034533866 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.0061671679440702 Movie Vector: [1.1338287973169232, -1.2433878123221334] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 1.9313743065701157 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 5.149734913772451 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.5081636743571651, -0.842578042518218] Predicted: 3.871561359681167 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 2.395216579192591 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.6992498786870565 Movie Vector: [1.8336667632151844, -0.27393948990289296] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.052087687541451 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [2.0552250177347875, 0.10709906165675939] Predicted: 2.904104402130477 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.608768683904921 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.8744070616117 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.50393597630241, -1.087378056638306] Predicted: 3.7871464863674724 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 2.7860288370892126 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.4466359135801596 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.950836007035429 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 4.882982298262142 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 2.8593908504200254 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 3.662440386281675 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.700021227529596, 0.3178823012433285] Predicted: 3.239414255302126 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.936172255403541 Movie Vector: [1.6095786192022565, -0.25934113611161114] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.1420281401993155 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.034788565671233 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.515421063714954 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 2.757041420817032 Movie Vector: [1.2187766801708264, -1.2714807094221454] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.842788586815629 Movie Vector: [1.5685278321977933, 1.0094391963078866] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.3293793639055234 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.296369970558233 Movie Vector: [2.120172744510065, 0.09787862876272119] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.274306018729309 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 4.646964248758751 Movie Vector: [1.7954695780905647, 0.37908439495940927] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.383910341938771 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.76799646054055 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.8460826521758313, -0.22731011869312517] Predicted: 3.8457965167015016 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 2.3951776545487102 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.837257505740824 Movie Vector: [1.3441784718208845, -0.7077012239717176] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 2.980938147025279 Movie Vector: [2.203467457167422, -0.06551904170270437] User Vector: [1.8804305119600149, -0.023590729728721862] Predicted: 4.14501308057346 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.328056300364603 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 4.135020623211341 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.796332814775905, -0.38942335463210476] Predicted: 3.4856622907833916 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 2.874267247149813 Movie Vector: [1.4945313181618487, -0.7867969930479336] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 3.2668383111664565 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.9486332087370792, -0.2643497443766888] Predicted: 3.4806745959050898 Movie Vector: [1.2650970595141335, 0.23822851931864153] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 2.1295686809923113 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.972591625926542 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 3.7730564254728427 Movie Vector: [2.096802354200109, -0.0055412461449389685] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.694043475006067 Movie Vector: [2.2082733335747293, -0.010508361371139866] User Vector: [1.5092482890728944, -0.12724300104526126]
avg loss: 1.0554438735850267: 31%|██████████████▏ | 4635/15000 [00:07<00:16, 638.99it/s]
Predicted: 3.3341698659398893 Movie Vector: [1.7445659529380733, -0.6622594823565978] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.051676565458909 Movie Vector: [1.9773306760744687, -0.029002058324228707] User Vector: [2.045881875131755, -0.16243855614353514] Predicted: 4.050096043802154 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.5042911601259732 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.936759531146703 Movie Vector: [2.0158172967833665, 0.5926852521578698] User Vector: [1.7464164023399182, 0.324863266448332] Predicted: 3.7129980582147453 Movie Vector: [1.915524826069829, 0.3598982087720431] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.371499847704285 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 4.07187185075454 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.8563344374496413 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.9510897486027345 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [1.406558296179939, -1.0472884561742613] Predicted: 2.6877620003373637 Movie Vector: [1.7287378534216737, -0.2764147426372863] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.4135425375336994 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.027418845354982 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.3893397959381344, -1.5245698529834824] Predicted: 2.928758673430129 Movie Vector: [1.3763638970712002, -1.2318344928054141] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 2.6341583292199826 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.531240695875988 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.6034739789191244, -1.5869682477129217] Predicted: 3.4309399877011244 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 2.7548706624349073 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.6832170492763012 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.7702376390006451, -0.6081850354874196] Predicted: 4.26558329182798 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.8530560574756865, -0.5805462198914617] Predicted: 3.4426260779714353 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.73727292765698 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 5.2718449063414115 Movie Vector: [1.306495300954033, -0.6593665046948707] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 2.7016224095355375 Movie Vector: [1.9572878101079685, -0.22910199522532543] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.5733679101655054 Movie Vector: [1.280669112835486, -0.13305107377460373] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.62275277005807 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.9160102005103343, 0.7127783450427894] Predicted: 3.216696157407036 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.8804305119600149, -0.023590729728721862] Predicted: 2.96407237689352 Movie Vector: [1.5034756424752755, -0.49529617261049524] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 2.763285768615732 Movie Vector: [1.2856126885112849, -0.915759915415003] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.9770676736785122 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 3.3258323325435533 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.741428554524715 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.4422173332853196 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.4005984612978843 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.244710238047685 Movie Vector: [0.37345660051322543, -0.4313460990192064] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 0.5013912524879218 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.1464487111185235 Movie Vector: [0.04666328430175781, 0.5110645294189453] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: -0.0940918814623443 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 4.019793011823092 Movie Vector: [2.0825183417273214, -0.5750431260871887] User Vector: [1.5419688499254465, -0.13834439458127662] Predicted: 3.2907324054785825 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [2.027350216371511, -0.4189993224292321] Predicted: 4.720140987275657 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.4346429693322214 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.7032755441446996 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 3.3817511464879564 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 2.9424624770570755 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 4.025783061984823 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.898356553816057 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 2.8199905554813722 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.8623724440339666 Movie Vector: [0.6009402121941665, 0.4413141768174923] User Vector: [2.2100736433258232, -0.7730102629909671] Predicted: 0.9869817363016229 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.854697063278786 Movie Vector: [1.9431993518033732, -0.10854074005699911] User Vector: [1.6744328782535987, -0.9857095514248265] Predicted: 3.360746527853553 Movie Vector: [1.1335554211438759, -0.956835794697033] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 2.109372274417497 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 4.020879424003796 Movie Vector: [2.1059541195838376, 0.1988106398008806] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.9164351001698763 Movie Vector: [2.025284274060767, 0.14694524176127477] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.4128651525059213 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.6948851343343034 Movie Vector: [1.2330382511811802, -0.6842334422552842] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 2.5132888080560836 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.0869283923526902 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.6627927693290596 Movie Vector: [2.0130719075354304, 0.10978592044496191] User Vector: [1.8074661526298483, -0.23953200540348996] Predicted: 3.6122620939910446 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.4389821290705647 Movie Vector: [1.8626425458081948, -0.9361951437965051] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 3.8475987296881593 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 2.540216904994704 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.1860459801835734 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 3.9661135567926054 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.4164289203251657 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 2.9835916362818713 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 4.074633082135153 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 3.122558221625256 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 2.2752928403653048 Movie Vector: [2.096802354200109, -0.0055412461449389685] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.5048836204810456 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.802497168215316, -0.6457725482802769] Predicted: 3.848424233943408 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.8171663070286315, 0.6376268633687618] Predicted: 3.8147940265216116 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [2.1492578036753214, 0.6466736377442184] Predicted: 4.556411112917339 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 2.708938372217822 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 1.928974637801751 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.205520064661381 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.605415161387361 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 3.3313226814022188 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.6156829819864615 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.0221660781419315 Movie Vector: [1.1832992682461017, -0.8974175174771113] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 2.409371238463194 Movie Vector: [1.2000263447516604, -1.1998059971545971] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 1.9396834470556341 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 2.0439574175834365 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.302756433790203 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.367483322777992 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [2.0287434374564635, 1.8788260353970543] Predicted: 4.074630574912859 Movie Vector: [1.8561558558984004, -0.2962058194602144] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.779740491348773 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.9223220581441476, -1.2825923550756222] Predicted: 3.1554975721693843 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.574081949196606 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.0639434303710615 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.8409304142534344, -0.8419341804758096] Predicted: 4.0404559610756 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.1291993791346306, -0.086487814584464] Predicted: 4.5222842421200555 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.753560407630507 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.7080021832795356, -0.15845722456304354] Predicted: 3.5080810666122484 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.7805646199349927 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.008286356703619 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.0453404917018068 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.4824485215651304 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.977421176763925, -0.10760944859929535] Predicted: 3.785558407329556
avg loss: 1.0531167970215018: 32%|██████████████▌ | 4762/15000 [00:07<00:17, 595.47it/s]
Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 4.057969343382451 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.5006448520705975 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.129651080508019 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [2.1136678966657856, 0.4996361884029038] Predicted: 3.374119415297404 Movie Vector: [0.8094055055382767, 1.919524837481113] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 1.315675411312518 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.6034739789191244, -1.5869682477129217] Predicted: 3.940663439663191 Movie Vector: [2.326598723720149, 0.2282133989085226] User Vector: [1.7301742106419906, -0.46968269511944494] Predicted: 3.9182332260314476 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.905626808421014 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.768840980165059 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.9133697386049195, 0.595140601768728] Predicted: 2.367019951571175 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.0670555242128006 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 3.3619539023419103 Movie Vector: [1.5333427444955974, -1.6516426362293861] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.004934163851585 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.4232809227708842 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.2976936017014475 Movie Vector: [1.4205224055043526, -1.7533519119580554] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.15509197064753 Movie Vector: [-1.1089611053466797, 0.47036170959472656] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: -1.5632090701629133 Movie Vector: [1.724607699019174, -0.44197278507625876] User Vector: [2.308041282554195, 1.3142240183212754] Predicted: 3.3996145159554874 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.7858332435484705, 0.3331200567271855] Predicted: 3.080408783437003 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.0900402932210853, 0.24853028592704784] Predicted: 3.6320296100937526 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 3.8256868739894623 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.9214904469705554, -0.6362760385675038] Predicted: 3.954473835538836 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.234624145526513 Movie Vector: [1.1338287973169232, -1.2433878123221334] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.0655869472288657 Movie Vector: [1.3283873276129732, -0.23112711310310596] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.5185581956511918 Movie Vector: [2.025284274060767, 0.14694524176127477] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.5993526184099034 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.989091879588315 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.597047257693135 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.66120408998658 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.4536150066182785 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.8783267726351731, -0.4839231546489782] Predicted: 3.6220013496748704 Movie Vector: [1.8508308879778665, 0.11872617939220684] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.2652461093927365 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.9140400289550925 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.8722423841687663, -0.34660532811365613] Predicted: 3.0371685244574964 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 4.277754833289318 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.016227172579316 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.7329766817175343 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 3.0210165383132326 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.825926212708006 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.2909201499136387 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 3.935956672476482 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.120932728851061 Movie Vector: [1.541283110287708, -2.578222134483838] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 4.260155067427484 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.6442645926435078 Movie Vector: [1.7947785186751022, -0.4602474825189391] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.5709007272385183 Movie Vector: [2.1004099836669825, -0.322970771594816] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.5521956260355094 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 4.327340362287468 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.23542662978746 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.694912970691828, 0.52687217850532] Predicted: 5.493202905032602 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.8148733248300208, -0.05302931993949842] Predicted: 4.015972963568067 Movie Vector: [1.8725583525016372, 0.5918068097141638] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.1209214311550766 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 4.451910454189267 Movie Vector: [1.3363512035594574, -0.31330860116820247] User Vector: [2.3155264962827333, -0.7550178073753313] Predicted: 3.3309101932670924 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 4.1437128604348095 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.053553042463084 Movie Vector: [2.036290016169283, 0.21482095504091786] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.570845933051981 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [2.092058544861514, -0.10206106921418187] Predicted: 3.883090613323394 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.8175399393005727, -0.4265377665124545] Predicted: 3.2565855534774197 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.204828298410906, 0.7131371460794731] Predicted: 4.024733516628917 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.6754888615148253 Movie Vector: [1.9719978865751777, 0.1815770133427087] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.797685250650842 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 3.323173869324721 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 2.5680343315811767 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 3.3868080778479612 Movie Vector: [1.4661966081029627, 0.2134176431048289] User Vector: [1.7274207977728406, -1.7243065966762205] Predicted: 2.164741064608305 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.7047971300768732, -0.5599363708670457] Predicted: 3.6369104252533138 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 4.071574303453811 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.968705759698696 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.10392992636769 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7476054741401614, 0.18454288084008239] Predicted: 3.0791507355611616 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.130745254246627 Movie Vector: [2.053265270848618, -0.035932414537707076] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.846581197438549 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.129663289716494 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.2716573244942255 Movie Vector: [2.0783948432844492, 0.09291898294891261] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.505566617165595 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.5495988890291743 Movie Vector: [1.4491455985096915, 0.45866903026531175] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 2.674537701520207 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.493503251839869 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 4.008305104150531 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.472760938534032, -0.16155441523606956] Predicted: 3.8383324022139402 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 2.845153711805048 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.030397257581815 Movie Vector: [1.4663333349747842, -0.2956588910176531] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.0610417433800454 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.643589221721204 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 3.4115895230699183 Movie Vector: [1.4891871854765992, 0.12410835560219015] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.9599967701665886 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 4.937038445185454 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.4690099729134456 Movie Vector: [2.1059541195838376, 0.1988106398008806] User Vector: [2.1938641225784212, 0.6119578593669949] Predicted: 4.741840920303137 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.059447483880122, -0.4077061841469915] Predicted: 3.621750938424165 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 4.195849924501567 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 3.128874478794539 Movie Vector: [2.079138557717143, -0.48811621132579613] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.7822294779075607 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.8191915144078281, -0.573492765374234] Predicted: 4.160561371851767 Movie Vector: [1.969823198414609, 0.17934798251033882] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 3.98583901948868 Movie Vector: [1.7311573983222264, 0.1822091806300594] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.0786271604169855 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 3.0336970452506176 Movie Vector: [1.763930059851334, 1.0451368106747574] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.5292220805817447 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 3.860116162273313 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.4861020950892923 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.378525653078828 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.8188117261004386, -0.6163664579467437] Predicted: 3.49394951405856 Movie Vector: [1.851645042976753, -0.8804088730297441] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 4.028870449310939 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.10312203290278 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.7472609878637835, 0.45263671600193356] Predicted: 3.9226220927338233 Movie Vector: [1.6939060994560575, -0.6749793181748209] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.5225948924512056 Movie Vector: [1.9395521548264865, -0.1290388778546089] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.7851449196307496 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [2.027350216371511, -0.4189993224292321] Predicted: 3.3842774874778003 Movie Vector: [1.2876905683516062, -0.9842098736706817] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 2.464305784186032 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.3484515079222 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.091868392982475 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [2.559458385319338, -1.7391215346170437] Predicted: 5.134293616684401 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 3.6976166165655133 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 3.20328523264667 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 3.198524921273029 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.337871278017587 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.649007921582017 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [1.0022263138500265, -1.4746051897486254] Predicted: 2.140107531541396 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 2.9820141934217106 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.165080870929078 Movie Vector: [0.8987271930961112, -0.39090335902405954] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 1.443822938149606 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.321546656293685 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.5999604354638877, 0.7745609636585278] Predicted: 2.2996689430745336 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.0900771890284098, 0.09081147711686426] Predicted: 3.9354673040636086 Movie Vector: [2.2728016307911827, -0.2337596039351849]
avg loss: 1.0518880399779826: 33%|███████████████ | 4911/15000 [00:07<00:15, 669.13it/s]
User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 4.237789057345017 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.451497848418888 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.3927496116737728 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.6680629909515279, -1.0711428300350656] Predicted: 3.4102585646955674 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.764844492027299, -0.5728663277839869] Predicted: 3.3341667228289094 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.6297875925469576 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 1.967158217608334 Movie Vector: [1.7418449399895046, -0.09144665743128222] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.6026851109995017 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.88812879366657 Movie Vector: [1.874886683177792, 1.733233067237384] User Vector: [1.9668383700942722, -0.7895925399194295] Predicted: 2.319051168220555 Movie Vector: [1.3714293212002697, -1.3300678711312732] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.1025109807497198 Movie Vector: [1.358682188665294, 0.10243173505110324] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.6979955230096513 Movie Vector: [1.7188102702335342, -1.1781259127992223] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 3.9182304673826 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.6304278065597373 Movie Vector: [1.5000057407713776, -0.5440636439461103] User Vector: [1.84494287219662, -1.0919701672766473] Predicted: 3.3615261679791404 Movie Vector: [1.6659436696175756, 0.09616374247548837] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 2.5231425782033297 Movie Vector: [1.1832992682461017, -0.8974175174771113] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 1.968569499424869 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.1457840030378064 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 2.8374938856394314 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.598984244901085 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 2.569181316925187 Movie Vector: [1.4065729077780922, -0.5813829060120668] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.720024058434719 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.323196975229129 Movie Vector: [1.7299745629326693, -0.3168004910050414] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.551914167502743 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.7220950666453634 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.2495697253477345 Movie Vector: [1.8695303952716122, 0.03464422016153679] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.487398164373855 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.9447892792606156 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.3155264962827333, -0.7550178073753313] Predicted: 4.083279580153252 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.4391842124440535 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [1.9354048832335533, -0.697992072039503] Predicted: 4.272807106367992 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.5522641187711645 Movie Vector: [1.2070056307128323, -0.6867909919123782] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 2.191231117136322 Movie Vector: [1.7759108396101002, -0.44345821942263186] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.3010238403341385 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.666933920731748 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.4833254138833185 Movie Vector: [2.2517145060507042, 0.1678937692884885] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.584551555109927 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 3.4097525416184906 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [1.9160102005103343, 0.7127783450427894] Predicted: 3.546782983616256 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.742126281248175, -0.7427373096278526] Predicted: 3.473707286050339 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.3599690618032056 Movie Vector: [0.37345660051322543, -0.4313460990192064] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 0.6968982904402785 Movie Vector: [1.9107715104859835, -0.3832921636613594] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.272422195411132 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 4.221411739615346 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.6330366170538206 Movie Vector: [2.037799706370589, 1.309019649197422] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.9089821317219626 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.847660181437762 Movie Vector: [1.1839029887980421, -0.3701789987762094] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 2.432326614315544 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.809821825498157 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.596807004457406 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.2860961921447767 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.338019523292094 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.7477352085001465, -0.4177289070487977] Predicted: 3.4360195147176302 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [2.694912970691828, 0.52687217850532] Predicted: 2.900536382692404 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [2.311487443891084, -0.5052116611245093] Predicted: 4.3633871253956364 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 3.980027818510957 Movie Vector: [1.315350295338097, -0.0795826775334232] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 2.0735449107440505 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.4473719094007063 Movie Vector: [1.4966050379187406, -0.3188286878934715] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.193175743118104 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.0289492204708566 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.689139577676878 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 4.123396075588177 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.0347557696785588 Movie Vector: [2.0816679829990985, -0.060764007761155696] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 4.1035731257470704 Movie Vector: [2.131304003528686, -0.4904312027929245] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.7630337027251453 Movie Vector: [0.8522172575461393, -0.7459656514303269] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 2.0413170360106303 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.056123722340799, 1.0856487274114015] Predicted: 3.2733330674555874 Movie Vector: [1.552623276937928, -0.9442220384500055] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.672696987291178 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.730957012586413 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.58805358474952 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.622174770982088 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.8522200011202496 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [2.411130568568686, -0.8646338704220884] Predicted: 4.363897843688661 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 2.798887726007028 Movie Vector: [1.5238261538993114, -0.8089995721747576] User Vector: [1.7274207977728406, -1.7243065966762205] Predicted: 4.027252289445043 Movie Vector: [1.3039488092417615, 0.44584750696670017] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.377113973872857 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.8658615096162285 Movie Vector: [2.1702765083387043, -0.6120771415782308] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.411412126470501 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 4.211588850825649 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.8853139373159697 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.8365324259506712 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.312949413505203 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.352647761789621 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 3.582030963508565 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.9624147093331694 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.780730158894687 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.11091353900046 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.5055282565642543 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.7210382462658678 Movie Vector: [1.8475865168191656, 0.46712079532579553] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.70383091077034 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 3.4380139807525825 Movie Vector: [2.0214290468460745, -0.9130359701747105] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.8144933743323435 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7340390247351853, -0.5541641088882013] Predicted: 3.22401119264002 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.012463285243801, 0.7854789230180301] Predicted: 4.088382061896857 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.8778602081799982, -0.8700426458191726] Predicted: 4.478652441223703 Movie Vector: [1.0845499313309745, -0.8146418411871637] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 1.8967477732757287 Movie Vector: [1.552623276937928, -0.9442220384500055] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.038172778664979 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.9734184925094416, -0.345198456441519] Predicted: 3.1535611785586246 Movie Vector: [2.3106873306263758, 0.20921122825596722] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.8932970665455877 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 2.856716235237268 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 3.9616020046087757 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.818406873826798, -0.19177611804279557] Predicted: 3.9633387267054516 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.7949720041891237, 0.06837413641933278] Predicted: 4.012902389258306 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 2.784955139252933 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.6776222832446344 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 4.088200837406318 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.965323906622771, 0.013260523538646896] Predicted: 3.482036284663813 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 3.334306200945532 Movie Vector: [1.7748663607965955, 0.39261121697569434] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 2.85866565873395 Movie Vector: [1.5284476687604172, 0.03691943828809535] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.008854689174541 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.578724732038538 Movie Vector: [1.5854379654928594, -1.1478143117019854] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.5763824030523192 Movie Vector: [1.4980276440939915, -0.7679991330471426] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.5269978016233505 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.114568557604666 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.780724990373516 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.5717931454718674 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 3.1984788173549665 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.3961763693086175 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.9208454306197016 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.6944664797876463 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.914990118059614 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.092355969752309 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.0229287480679066 Movie Vector: [1.735279820866512, 0.1298333041415596] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.5382596800923864 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 4.451129947161116
avg loss: 1.0615827900411883: 34%|███████████████▍ | 5052/15000 [00:07<00:15, 646.48it/s]
Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.444079788877666 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 3.2067764032193913 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.4711410027099383 Movie Vector: [2.003454052171265, 0.0874580639483475] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.7715968252510503 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.219074331391103 Movie Vector: [0.8563605705974511, -1.7395698931138341] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 2.1852781771880574 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 2.4917792666554623 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.1169860417206348 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.5145838006851924 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.571236678072183 Movie Vector: [1.9480860296354412, -1.4213126322864893] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.938068921785708 Movie Vector: [1.8431607731409507, 0.6165802657711061] User Vector: [2.056123722340799, 1.0856487274114015] Predicted: 4.459156170624502 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.56153233536005 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.4147191047922056, 0.05436261875899453] Predicted: 2.2107218040562273 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.3055351170525076 Movie Vector: [1.068226750970975, -0.23858748501409455] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 2.202349617729974 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.818406873826798, -0.19177611804279557] Predicted: 3.8171855780242754 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.5137056597066663, 0.28940514415677854] Predicted: 1.9830636120972225 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.9343563375962747 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 4.300632873914413 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 3.655691801094117 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.0525165513996027 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 4.080445811035484 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.4391048214576148 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.5184504172472773 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 4.6926944805681 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 4.2819209838312995 Movie Vector: [1.3259209413036128, -1.1127565571096736] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 2.8735223740373628 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.463387016620592 Movie Vector: [1.2632941689506203, -0.6647261820404179] User Vector: [1.8433792243784164, -0.9488433914461514] Predicted: 2.9594512702722526 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.6554749064703485 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.3537061073721155, -0.1931985218033533] Predicted: 4.789159386140494 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.094561697569865, 0.03421825625087642] Predicted: 3.540113311634789 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 4.305730273088366 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 2.538405218059109 Movie Vector: [1.2151117373069993, -1.3091322418007487] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.7471374472923342 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.5847069464790815, -0.43988668773293726] Predicted: 5.909727346462032 Movie Vector: [2.1845275447220756, -0.6983695855728876] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 4.41641081857906 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 3.11157253608975 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 4.6503141588045125 Movie Vector: [1.8561558558984004, -0.2962058194602144] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 3.678443420810016 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.723085789649378 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.694372353110855, -0.47101992279387184] Predicted: 3.7265634415237914 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 4.148957827700216 Movie Vector: [0.33442775704394684, 0.16120409245094444] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 0.6315544753467099 Movie Vector: [1.8239573658664763, -0.0045138224107609815] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.013879337310537 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.8872458235098262, 0.1677664064349858] Predicted: 3.6144763267285915 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.7631986642467843, -0.8352724375655123] Predicted: 4.387100136111158 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.8433792243784164, -0.9488433914461514] Predicted: 3.970988905231467 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 2.8940273539089816 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.2344663044261153 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.5553951209684118, -0.9511323036188765] Predicted: 3.355577977243623 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.1346182093119372 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 4.092748369353882 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [2.140843845757256, -0.8386222586479745] Predicted: 3.6355245463468835 Movie Vector: [0.9823485969471559, -1.0950237834814114] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 2.4972384311229026 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [2.2835917969794024, -0.7959945131140491] Predicted: 4.907577768904269 Movie Vector: [1.4169439204975105, -0.11897319846378315] User Vector: [1.5309948422769342, -2.206067602298383] Predicted: 2.4317967527501145 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.3941098981153637 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 3.1880836985371905 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [2.051719681945053, 0.8549789427384589] Predicted: 3.99867457508298 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.918664484357449 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.03844406707735 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.022723102545293 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 3.511275450362689 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.6489489107661575 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.8804305119600149, -0.023590729728721862] Predicted: 3.691544470560271 Movie Vector: [1.4899614815156903, -1.414112547144512] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.7768294523998174 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.6174944422227275 Movie Vector: [1.2780579263852927, -0.6257402020030378] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.408026949444417 Movie Vector: [2.0927417867598757, 0.20565733132597602] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.147382814091492 Movie Vector: [2.2036041962922392, 0.36528662978581816] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.8982466902564448 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.219452385001821, -0.8431437487677141] Predicted: 4.603984613887012 Movie Vector: [1.862612481175307, 0.3810815399487772] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 3.757426883820798 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.1890827577208816 Movie Vector: [1.0118452313551656, -0.1254045776492968] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 2.362134885482431 Movie Vector: [2.1333648221101553, 0.16991427918532087] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 4.314781871736834 Movie Vector: [2.049024836307399, -0.27621038717078417] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.228985340196135 Movie Vector: [1.0675167406975519, -2.0496641370007653] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 2.449925364502785 Movie Vector: [1.0888286915301213, -1.076758543571446] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 2.713981157033586 Movie Vector: [1.1007174825501305, -0.7931595286423324] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 1.880603922566766 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.5977122017625187 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.9298007594069693, 0.3945118358253452] Predicted: 4.280707785711387 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.7371200057147957 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.31677107882093 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.3893397959381344, -1.5245698529834824] Predicted: 2.543984101257911 Movie Vector: [0.9611033496682507, 0.16110502429903198] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 1.8045957390208072 Movie Vector: [1.2949518467892343, -0.8242031225057921] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 2.860031994233603 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.8820293157845, -0.16325974314875275] Predicted: 2.811766805400347 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.033256094602092 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.071655476253067 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 2.8557758072650463 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.7076442328149102, -0.9639393704843402] Predicted: 3.8037638800789475 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.2375276930482966 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.8680966688264997, -0.41504297024390185] Predicted: 3.9734933838572117 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.9439046176860684 Movie Vector: [1.3667194057715546, -1.0039931749782802] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.301699345518382 Movie Vector: [0.8268211019912608, -0.8664555916462596] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 2.1447917435917905 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [2.2835917969794024, -0.7959945131140491] Predicted: 3.703616904222067 Movie Vector: [1.9511742851966298, -0.0002814333057658599] User Vector: [1.0133792885704307, -1.4066230163494484] Predicted: 1.977675479574937 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 3.6702077596868308 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.8486678041211224, 0.9376243869623625] Predicted: 3.636374466595637 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.90820463402706 Movie Vector: [1.6683068457906196, -0.27116490497280565] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 3.1145688323083185 Movie Vector: [1.473962583025838, -0.3410749980258882] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.7317626998461066 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.1701235824171652, -0.5426262398320292] Predicted: 2.3028935101812404 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 4.150143042680752 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.9797102738323895 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.2650829228756715 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 3.127331449604366 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [1.636089524404684, 0.4804106666066662] Predicted: 3.3231221611413244 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.6093861248336718, -0.0357658882134622] Predicted: 3.298605645544331 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.8720642727162797 Movie Vector: [1.5062710094804246, 0.009907643936637092] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 3.3056179326007658 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.277906955749008 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.479905336579925 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.9181197419236367, -0.7541142047956809] Predicted: 4.184788610918365 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.0143064828183945, 0.25046201272827806] Predicted: 4.1348393188217365 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.752010609279404 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.517371389244947 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.016172759614623, 0.05881875538817839] Predicted: 3.880042383343202 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 4.617033543204536 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.5281354657555357 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.811088913133331 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 4.0852668595287565 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.823877490238292 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 5.131657584140795 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.8069573686097065 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.8386393507554961, 0.10912797777833075] Predicted: 2.7720157629319253 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.7858894717928324 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.1250931444115353 Movie Vector: [1.9066097487127265, 0.2072606431978739] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 3.9712982991877395 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [1.8439899826339652, 0.20179799361514913] Predicted: 3.657559334762151 Movie Vector: [1.3933208628458613, -1.2660010023255077] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 2.9789618906323865 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 2.7054484649539448 Movie Vector: [1.6353520713618206, 1.30850663102293] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.233429191632852 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.707533118641621, -1.4812508276474485] Predicted: 3.8241830802574404 Movie Vector: [1.887848879088337, -0.4289583659657224] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.595223915801871 Movie Vector: [1.7202518289390147, 1.1617326696165955] User Vector: [1.5497773376384834, -1.8547261255721759] Predicted: 0.5113113662522291 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 4.048798470459646 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.9293129965533136 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 3.794280621204724 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.7657287398492072, -0.5705549496645387] Predicted: 3.7959005918681012 Movie Vector: [1.9480860296354412, -1.4213126322864893] User Vector: [1.6429363502285377, -0.27125192459890324] Predicted: 3.586115138424898 Movie Vector: [1.7548921586982762, -0.9632494944044195] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 3.272476337807515 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.948932194198758
avg loss: 1.055823511547025: 35%|████████████████▎ | 5215/15000 [00:07<00:13, 722.79it/s]
Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.9077997330103287 Movie Vector: [1.8590098148403165, -0.9721728127291684] User Vector: [1.7340390247351853, -0.5541641088882013] Predicted: 3.762338846750236 Movie Vector: [2.5073018409874472, 0.13143502121879755] User Vector: [1.805818804737403, 0.3463910591281801] Predicted: 4.573260729814356 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.072260960464511 Movie Vector: [2.286496314590871, 0.6796164702461397] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.798576804138663 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.7352902258842713, 0.06494571858997952] Predicted: 2.428164820907981 Movie Vector: [2.074755284370116, -1.1559415896953595] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 3.420338631151709 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 4.851021531562258 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 4.2672516259365905 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.472933851406257 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9468700909063132, -0.08474049614637387] Predicted: 4.291344576653044 Movie Vector: [1.735279820866512, 0.1298333041415596] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.937920748748528 Movie Vector: [1.3972510172621417, -0.10373672954740856] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.8307449115025944 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 3.2633801470906088 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 4.055903634141775 Movie Vector: [2.1466593994342094, -0.41550107485576354] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.808158500896587 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 4.345356782032055 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.684905407338333 Movie Vector: [1.6901801831249574, -0.7837564128245986] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.650629067662524 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.7165225214570055 Movie Vector: [1.521318963293618, -0.07561769996744407] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.361310287320937 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 4.378975185300866 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.5927377339647573, -1.721047276420078] Predicted: 4.513198847848774 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.673089164076896 Movie Vector: [1.6849072904669113, 0.9632799191148796] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.200196616374925 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 3.583673480007759 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.8191655280261165, 0.2649725059502095] Predicted: 3.6195423704242344 Movie Vector: [1.3333402125692588, -1.071025022498764] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.3452071257888645 Movie Vector: [1.8115539793486843, 0.036519092201146394] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.464346134252478 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 2.8976015211017763 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 3.3065071428464226 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.198406726551317 Movie Vector: [1.879019103552947, -0.5887160843846222] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 3.8768397680828 Movie Vector: [1.1832992682461017, -0.8974175174771113] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.0711012136385962 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [2.0458061271931944, -0.10963612448162247] Predicted: 3.5871525732531504 Movie Vector: [2.0216818328515562, -0.016025270616008183] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 3.049266402084192 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 2.094301271805648 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.802497168215316, -0.6457725482802769] Predicted: 4.156014926615649 Movie Vector: [1.2641345651005234, -0.536493822102894] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 2.626546183937313 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.2854529918267548 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 4.429166685812237 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.32079991161748 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.9926156118487488, -0.6512760994717939] Predicted: 4.2590257293432785 Movie Vector: [2.0023654631392716, 0.6320586854864261] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.6378410691262972 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.208617887543069 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.308768557514944 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.8851186987011905 Movie Vector: [2.131400606731279, 0.4544875050415161] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.603177536522594 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 4.188047133774918 Movie Vector: [1.2187766801708264, -1.2714807094221454] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 1.6282323287472948 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.4378659921063055 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 4.130146550498982 Movie Vector: [2.0816679829990985, -0.060764007761155696] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.715968902336203 Movie Vector: [1.5618149046780694, -1.1198007066523625] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.3117441636442106 Movie Vector: [1.8621535036300896, 0.11852740485657912] User Vector: [2.7069633051609037, 0.619991950209418] Predicted: 5.114267239793755 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 2.763031884604092 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.0758507782903335 Movie Vector: [2.203467457167422, -0.06551904170270437] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.8005529307928385 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 2.622321394995349 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.7442025052972265, 0.055733698869211576] Predicted: 3.354520650971398 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.016172759614623, 0.05881875538817839] Predicted: 3.582840845914621 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 3.319636783410614 Movie Vector: [1.7415978178670453, 0.6327770524577756] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 2.9490068252863826 Movie Vector: [0.9558158681198698, -1.5186282145684669] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.170720848286559 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.5712920004343207, -0.42497419395901936] Predicted: 3.661584248137134 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 3.845739762554025 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 1.9212780504603668 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.754721497397079 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.545966196652583 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.3930971090843727 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.9181197419236367, -0.7541142047956809] Predicted: 4.059665786366027 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.2394200892511282 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.8269935074607853 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.9237758490240702, 0.2447144783673793] Predicted: 4.146153825952886 Movie Vector: [1.6821842057728726, -0.4649603949188608] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.0158168533012395 Movie Vector: [2.0932488061987584, -0.15329570804189163] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.111019251366057 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.056195474873098 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 4.191854363661355 Movie Vector: [1.6227760260366646, -0.7304938944502035] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 3.536352416987421 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 2.707276698342494 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 3.6655394109066846 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.5124165736300097 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [1.818406873826798, -0.19177611804279557] Predicted: 3.713585312706636 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 4.546446269332259 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.9731630553131274, -0.8747404234559965] Predicted: 3.1715966993370928 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 5.060948933827132 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.9985168215508662, -0.17231930143969956] Predicted: 3.5202348491348876 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.8560545725455717 Movie Vector: [1.0288239909539931, -0.8439794329426977] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.257962610259548 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.51269027697124 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.8872266419751627, -0.18716267688414884] Predicted: 4.246283716032539 Movie Vector: [1.138834791441209, -0.7884634575822522] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.400640552790662 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.611302206504627 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 4.250981026563435 Movie Vector: [0.9358657891005908, -1.6963008900862033] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.583956090838536 Movie Vector: [1.7718928854521072, 0.18727201139331393] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.045454380377101 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.983211300499984, -0.7121730937532352] Predicted: 4.7245719212400505 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 2.656497816705264 Movie Vector: [1.8227670620707637, -0.14813930906554706] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.301425874217718 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.509478205463 Movie Vector: [0.8279467249303761, -1.0691285304903193] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 1.6563125322533148 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.5470991261348144 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.856082808820465 Movie Vector: [2.426024030415111, -0.5641195487053083] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 4.915718943057871 Movie Vector: [1.6750824456569364, 0.365506859714759] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 2.6328223386915686 Movie Vector: [2.326598723720149, 0.2282133989085226] User Vector: [1.9745982321513127, 0.23042098148618978] Predicted: 4.646682882148108 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.571097241505012 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.9330795810183896 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 3.381500476462528 Movie Vector: [1.6566792842669986, -0.9563279179658184] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.6071025951176723 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 2.941624454276333 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 2.4320613697389954 Movie Vector: [1.2641345651005234, -0.536493822102894] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.2378462546345093 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 4.4852206014046905 Movie Vector: [0.7084824031503012, -0.2672570509894739] User Vector: [2.516841663673201, 0.7148872711282732] Predicted: 1.592079366356337 Movie Vector: [0.4488245851332592, 0.6694181497023804] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 1.0443602755648178 Movie Vector: [1.2644772620992182, -0.4911700229903847] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.75124669784835 Movie Vector: [2.120172744510065, 0.09787862876272119] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.629355263616794 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 2.8553145232640103 Movie Vector: [1.753314734723925, -0.2688370789893421] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.0749047945556853 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.528165844699431 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 3.4858850329272806 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 3.0749653382603532 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.051719681945053, 0.8549789427384589] Predicted: 3.8354822323404556 Movie Vector: [1.6262741823523574, -0.2898178284794755] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 3.4399322473986707 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 2.9697240112194234 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 3.6577690547947914 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.9659474125241374, 0.08319117013821664] Predicted: 3.1069366023872513 Movie Vector: [1.779359521517531, 0.2653853836620389] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.4110516800662998 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 4.8664065526009335 Movie Vector: [1.2151117373069993, -1.3091322418007487] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 3.34446624540251 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 4.790505890222089 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 3.8815392085983653 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.8409304142534344, -0.8419341804758096] Predicted: 4.061745838259327 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.027275856938418 Movie Vector: [1.609383602568006, -0.1613545136864209] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 2.5635594804017927 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.33642445827984 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.1367089374764086 Movie Vector: [1.8751129513162637, 0.3854549786197366] User Vector: [1.8804305119600149, -0.023590729728721862] Predicted: 3.5169264428032876 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.352777216673716 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [2.5509971411561705, 0.28124571605679904] Predicted: 6.0736515180049855 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.264264964710511, 0.1152395266029203] Predicted: 4.343878688506418 Movie Vector: [1.5160864359918778, -0.2975303944297338]
avg loss: 1.050643359871185: 35%|████████████████▌ | 5288/15000 [00:08<00:13, 714.52it/s]
User Vector: [1.8946154808711448, -0.6302522932061356] Predicted: 3.0599200453568374 Movie Vector: [1.4661966081029627, 0.2134176431048289] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 2.7822298921388295 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.910281493243696, -0.5038225860852866] Predicted: 3.7968878437985008 Movie Vector: [1.5889026658385923, -0.6429098224719851] User Vector: [1.9519453200455021, -0.02795320588855691] Predicted: 3.1194225132267976 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.925979553515056 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.1817390120152638, -0.08823462964299739] Predicted: 4.2221849632584325 Movie Vector: [1.3761708693636512, -1.286905530213616] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.028180420942888 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [1.5034176161529342, 0.15431347835550746] Predicted: 2.8445982254998974 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 3.258768941456302 Movie Vector: [2.0216818328515562, -0.016025270616008183] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 3.9943267498035007 Movie Vector: [2.0927417867598757, 0.20565733132597602] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.037751458594138 Movie Vector: [1.7863747324408676, -1.0454070976280674] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.033415939121327 Movie Vector: [1.9431993518033732, -0.10854074005699911] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.038275638104257 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.602871673618879 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.3338636015677108 Movie Vector: [2.4267705625816776, -0.307993410401706] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 4.202393296972739 Movie Vector: [1.910430730064925, -0.8913722534996712] User Vector: [2.1637768129113826, -0.8502804935308549] Predicted: 4.89166215601326 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.82698687512793 Movie Vector: [1.9557782684947362, -0.10664397850368793] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.078289254601239 Movie Vector: [1.9056562460863267, 0.17282072016790398] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.854195541651421 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.6201055593002387 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.3694822443307215 Movie Vector: [1.8443861358137636, 0.0180191105006918] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 3.54721124678523 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.999912783676299, 0.10573211298971945] Predicted: 3.770109418138183 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.334321475746043 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.245067086013348 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [2.284968395584489, -0.3073811956434709] Predicted: 4.386774109119408 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.943465470525731 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [2.0390668685975095, -0.29958406039479535] Predicted: 3.6071318564290342 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 2.6564392839596693 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.6134150556141496 Movie Vector: [1.2000263447516604, -1.1998059971545971] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.845750226116203 Movie Vector: [1.5381416995787915, -0.48607995616032607] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.553664213592831 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.9892524658194226, 0.11738479473195705] Predicted: 4.552355186195143 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.2926376005307847 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.7905953528054988 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.5472755134202285, -0.2499268411041285] Predicted: 3.314468142499468 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 2.7623976718386807 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.8981865836060656, 0.097882343407741] Predicted: 3.828061265526354 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.9519453200455021, -0.02795320588855691] Predicted: 4.0401688978478605 Movie Vector: [2.0697505765236657, -0.5641345466589464] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.9139584915990344 Movie Vector: [1.6897564499517352, 0.12379795122821866] User Vector: [1.7489946234020006, -0.7884627662445691] Predicted: 2.857764870743625 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 3.687214916475638 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 2.985052249540721 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.3536070527719057 Movie Vector: [1.5284476687604172, 0.03691943828809535] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.51761434866249 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.522755090877133 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.3319943778373986 Movie Vector: [1.8068149867452, -0.43584160708704633] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 3.8137039378398065 Movie Vector: [2.1231189113739286, -0.34180740884538297] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.9289623786713297 Movie Vector: [1.8918368681114057, 1.2378341279710936] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.351036610643148 Movie Vector: [2.116952575713427, -0.14167468220441895] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.2691192801995 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.7255123915213146 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.9296513638193002, 1.0385117286170755] Predicted: 3.56145271401424 Movie Vector: [1.9055489671523453, -0.1275365968229267] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.7271170181777533 Movie Vector: [1.7039833198275063, -0.958047563360111] User Vector: [1.838572472764503, 0.7234614445366533] Predicted: 2.4397863517613985 Movie Vector: [1.8567792368448826, 0.4273716078154182] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 3.4337425739677245 Movie Vector: [1.3488569245105353, -0.9252838093766206] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 2.6668092193982083 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 3.632991346713522 Movie Vector: [1.8626425458081948, -0.9361951437965051] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.898017292513029 Movie Vector: [1.4585145090697782, -0.7448988822944351] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 3.714572245010544 Movie Vector: [1.5618149046780694, -1.1198007066523625] User Vector: [1.6848822944692565, -0.21862320575358535] Predicted: 2.8762887004237383 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.513173912378692 Movie Vector: [1.6905172129393704, 0.1595712696872229] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 3.64570759858935 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.4583325967916196 Movie Vector: [1.4151064767358643, -0.37775097030244614] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.04490084953548 Movie Vector: [2.2046160090958336, -0.43061049477263774] User Vector: [1.7301742106419906, -0.46968269511944494] Predicted: 4.016620061037609 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.707533118641621, -1.4812508276474485] Predicted: 4.316899489103706 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.365029636944932 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 4.360377371772081 Movie Vector: [1.7947785186751022, -0.4602474825189391] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.021928543072127 Movie Vector: [0.7099777784431949, -0.6247038174898715] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 1.4712430731967987 Movie Vector: [2.1466593994342094, -0.41550107485576354] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.547049833263285 Movie Vector: [1.9645437276429587, -0.528061917534592] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.935825001514517 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8074661526298483, -0.23953200540348996] Predicted: 3.1345032738047744 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.4505303404585064 Movie Vector: [0.8649677667915789, 2.021512639234037] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 0.9054830573307157 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 4.050142303898488 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.8820293157845, -0.16325974314875275] Predicted: 3.264748963853593 Movie Vector: [1.495227359730233, 0.588638513952655] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 1.9761812389707945 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.175087329715459 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.650124649572632, -0.23859582403427623] Predicted: 3.918556971668068 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.982871942562053 Movie Vector: [1.7548921586982762, -0.9632494944044195] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.169463981757521 Movie Vector: [1.2856126885112849, -0.915759915415003] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.076127657633275 Movie Vector: [1.6285091276844428, 0.28265855688919733] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.7955845964020267 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 2.7576280606703487 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 3.776570996494817 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.786908704297399 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.6754977093558066 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 3.111301566039472 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.853109423125016 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.6554593602622916 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.9759784776147784 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.9857664056662725 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.1616923047869667 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.221159249915043 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.568729824059305 Movie Vector: [2.0017648684995373, -0.5353404544472107] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.7343104195533514 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 2.746646849214713 Movie Vector: [1.5278634210919255, -0.552902019132661] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.6102920759231156 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.0200599744893175 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.4959138972634487 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.447405118846641 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.3490792091737998 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 4.4071279649231 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 3.5815618041352733 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 3.6517222323080496 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.248102763445908 Movie Vector: [2.0914064067670526, 0.8187235380139394] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.0522747011659765 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.152143111960269 Movie Vector: [1.9127853601348166, 0.5642302732890273] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 3.2202376612627823 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 5.47051890513522 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [1.714691721086767, -0.5968896685651498] Predicted: 2.7422905979554204 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.38427592485347 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 2.2402369922726164 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.984689309991775 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.190799194549651 Movie Vector: [1.8680641338398372, 0.21938994624642627] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.04561585147043 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.0569846871692774 Movie Vector: [1.9572878101079685, -0.22910199522532543] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.017548950597123 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.9529600140453534 Movie Vector: [1.521318963293618, -0.07561769996744407] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.3354474030297228 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 2.8963850111202842 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.7247118377525825 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 3.757919844047957 Movie Vector: [1.808983798805409, 0.11915188035768332] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.2052669115937387 Movie Vector: [1.3628645084673268, 0.6867991165082509] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.846996760688543 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.954377108780447 Movie Vector: [1.9916417926656036, -0.0416039892475528] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.878137730877901 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.8486678041211224, 0.9376243869623625] Predicted: 2.3623455157084132 Movie Vector: [1.717243428855542, -1.056051932254176] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 2.6030410182044372 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.78911052900181 Movie Vector: [0.8134049616798877, -1.2951273196550463] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.7992323989219944 Movie Vector: [1.8967110909790454, -0.057837820128762166] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.608071251086198 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.428658398112104 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.5494546677266852, 0.2046455661091742] Predicted: 3.1335049614721155 Movie Vector: [1.3124799738494137, -0.2767922168878195] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 2.8241842834192576 Movie Vector: [1.2876905683516062, -0.9842098736706817] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 1.7476136527530535 Movie Vector: [1.4285577988894063, -0.7918306036510337] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.058439514449433 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.4904097819448907 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 4.132416595144483
avg loss: 1.0545536014902928: 36%|████████████████▋ | 5440/15000 [00:08<00:13, 713.64it/s]
Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.5824367525574186 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [2.1310822015937534, -0.343385405364459] Predicted: 4.460428221053196 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.584359339069175 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.8644487369408242 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 3.948762899273796 Movie Vector: [1.2876905683516062, -0.9842098736706817] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.2552792731749323 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.8772652969809904 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 3.8873274396681787 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.999912783676299, 0.10573211298971945] Predicted: 3.7530031881887096 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.5553951209684118, -0.9511323036188765] Predicted: 3.55246952593224 Movie Vector: [1.7992837175252532, 0.05328920443714934] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 2.6774323736452392 Movie Vector: [1.9753915672505284, 0.3813651308215163] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.452991873328231 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.7981813968636153 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 2.50279845788979 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.721296315112772 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.8147504269912575 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 3.4636599552426057 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 3.044117834575554 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 3.59136852943683 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.114164360055069, 0.5906320131062156] Predicted: 3.9744021108042102 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.120092308732866 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.1463418636945297 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.384723034217703 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.235054460024316, -0.9457142686833839] Predicted: 2.3356080243502477 Movie Vector: [1.9916417926656036, -0.0416039892475528] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.727647495389003 Movie Vector: [1.8918368681114057, 1.2378341279710936] User Vector: [1.691900131089057, -0.6208494304238874] Predicted: 2.4322904318466954 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.375045995621759 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.713995867415831 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.102476010818615 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.7442025052972265, 0.055733698869211576] Predicted: 3.8690609613130142 Movie Vector: [1.8220099879632303, -0.8183541878534202] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 3.2692779475174563 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.0592657322189165 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.7505869820064244 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.506794018897737 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.3356868094583456 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 4.128673654572296 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.1333535247863424 Movie Vector: [1.4491455985096915, 0.45866903026531175] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 2.84052118274293 Movie Vector: [0.32296180725097656, 0.11752128601074219] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 0.5030846545473708 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.6111989928540402 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.9434921977582107 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [0.9681305981605053, -1.6503128642351563] Predicted: 2.2531810055164896 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.7407573222236516, 0.209112692956134] Predicted: 3.970343916020709 Movie Vector: [-1.1560680848870133, -1.19277779206321] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: -2.5619962164060692 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.9219837528968082, -0.12838731741676357] Predicted: 3.8463457378623827 Movie Vector: [0.9801404811197486, -0.13086399310561475] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 2.049162544586736 Movie Vector: [1.584744532396399, -0.12323058749544041] User Vector: [1.675454193502885, 0.05934914190735964] Predicted: 2.6478532428097212 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.391518584961098 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.742126281248175, -0.7427373096278526] Predicted: 4.105519014621609 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.8694627521783387 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [2.1973525526095488, -0.070038240759328] Predicted: 3.982662103566632 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.04221402015086 Movie Vector: [1.1773780889053431, 0.020205533033345675] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 2.416577013878396 Movie Vector: [1.5000057407713776, -0.5440636439461103] User Vector: [1.7852538757112373, -0.7305649623425831] Predicted: 3.075364897852666 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.650433133545435 Movie Vector: [1.7678115339615184, -0.7967609928813442] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.2863789269731853 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.061969245845946 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [2.103743956950586, -0.9845356950071066] Predicted: 4.508520378513532 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [2.1637768129113826, -0.8502804935308549] Predicted: 4.1615501676059985 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [2.1973525526095488, -0.070038240759328] Predicted: 5.042240020830855 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.402150571993129 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.9136575780132123, 0.010485502802308403] Predicted: 2.8102150555184067 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.9836323729371927 Movie Vector: [1.8560113493587989, 0.26319507021383914] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 3.4684749792019494 Movie Vector: [1.2332537755098723, -0.6452446322326755] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 2.4958297301778867 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 4.4407449665191185 Movie Vector: [2.1333648221101553, 0.16991427918532087] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.729879948157917 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 3.2828693370963977 Movie Vector: [2.1258760631595774, 1.5453263895992961] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 3.491651774881089 Movie Vector: [2.171748686794092, -0.18275581113620804] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.8299732755159948 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.452500320774624 Movie Vector: [2.025284274060767, 0.14694524176127477] User Vector: [1.6429363502285377, -0.27125192459890324] Predicted: 3.287553973762253 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.7210997400703656 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 3.3330486697901947 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.8826633517279143 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 4.238330058596902 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.729938837411994 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.622147670247065 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 3.6772392177970397 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.1426820504276598, -1.8747492664725427] Predicted: 2.4541600546354725 Movie Vector: [1.4920983930128071, -0.6835271011869476] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 2.712430705902128 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 2.482342907357379 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 3.6726623945078374 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.694372353110855, -0.47101992279387184] Predicted: 3.2309702096512996 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.084683618133431 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [1.8225996556946003, -0.13485368606644624] Predicted: 2.9495114271789373 Movie Vector: [1.5284476687604172, 0.03691943828809535] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.400500181326947 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.676223888554809 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.9897259518058084 Movie Vector: [1.8577369548193712, 0.5386591138501022] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.5039216798964854 Movie Vector: [1.4419543316684735, 0.1224672315474556] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.1491076022298072 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.8667510838963386, -0.1218652346183298] Predicted: 3.9807807752420032 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.627187373420327 Movie Vector: [2.2782178097196315, 0.11420370882715036] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 4.361831449963021 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.2412395654968804, -1.5617878736499307] Predicted: 2.949812519758833 Movie Vector: [1.946539910113518, 1.1721440973838928] User Vector: [2.0668075683586298, -0.369986537401774] Predicted: 3.5894458824077513 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.133295821924972 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 2.3919784086449627 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.5317826380449704 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.977388725986763, 1.1428043798372953] Predicted: 2.977296185381258 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 4.768553865775662 Movie Vector: [1.8285525310049857, -0.5283829324513984] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.673962225423537 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.191895061160697 Movie Vector: [1.4573940649485568, -0.6560135868036624] User Vector: [1.7076442328149102, -0.9639393704843402] Predicted: 3.1210678938407783 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 2.9275552193378767 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.800239113356702 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.3518388483586248, -0.00010043695216066517] Predicted: 2.121530605225841 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.357422898622092 Movie Vector: [1.389374284860146, -0.3865250602983224] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 2.9515205878892057 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 3.600122666243957 Movie Vector: [1.5238261538993114, -0.8089995721747576] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.705457695377987 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 2.984827707144575 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.870202864344508, -0.44829961383218014] Predicted: 3.518312055718109 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.6031786661437653 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.0040205738415535 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 2.127823520367326 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.7248693360278087, -0.2548837727498784] Predicted: 3.103919459517404 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [2.0458061271931944, -0.10963612448162247] Predicted: 4.570783879782358 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 3.919498192125538 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.140843845757256, -0.8386222586479745] Predicted: 4.279613935914432 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.3843608446630356 Movie Vector: [-0.30715506357441674, -1.9625700970221878] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 0.11717271590745892 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 4.122883117950378 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 2.1867641479044475 Movie Vector: [1.255051826163101, -1.4906838313025341] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.0677688292382537 Movie Vector: [1.717243428855542, -1.056051932254176] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.194791877918685 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.7423081707044927 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.9884413716370744 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.9450655313959806, -0.14748345731742102] Predicted: 3.5078350264568554
avg loss: 1.0538429931931972: 37%|█████████████████▏ | 5585/15000 [00:08<00:13, 715.90it/s]
Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.9964479025777795 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.6682952205318773 Movie Vector: [1.9287904002430187, 0.29685306911393805] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 2.6923041035555046 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.6840880427108385 Movie Vector: [1.1288736978142595, -1.646820305335357] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 1.6654857339077436 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.9985168215508662, -0.17231930143969956] Predicted: 4.661903271009695 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.419392184524842 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [2.056123722340799, 1.0856487274114015] Predicted: 2.0659637946370215 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.645232282310421 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.7340390247351853, -0.5541641088882013] Predicted: 3.227778192443417 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.8841436013160204 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.927195662447725 Movie Vector: [1.9401816886067522, -0.1732024418932382] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 3.8261486027699894 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.1295747008607733, -0.05167941234258269] Predicted: 4.377487237396884 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 4.744216748761517 Movie Vector: [1.9465680060569015, -0.43181594629749226] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.8396749587322256 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.274741824315709 Movie Vector: [1.7844712155978362, 0.4423588622559168] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.1577111074237263 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.8124551296707117, -1.2792900374380207] Predicted: 4.018790074519931 Movie Vector: [1.0049339267052102, 0.7926853473535014] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 1.0620480435588306 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 2.4852387052018687 Movie Vector: [2.3106873306263758, 0.20921122825596722] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 4.836944416171116 Movie Vector: [2.131304003528686, -0.4904312027929245] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.7401998589185546 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.3349832503816934 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.64747899896065 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.7035775101055965 Movie Vector: [1.8871148296555826, 0.020629819447549238] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.244427960851626 Movie Vector: [2.2082733335747293, -0.010508361371139866] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.285184652865092 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.13040174202184 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.6699585718539884, -0.05764836347727513] Predicted: 3.5452534887851974 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.7483981388662158, -0.21013790080023254] Predicted: 2.63494124479539 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 3.6642530029521567 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 4.042085533272676 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.327374464956199 Movie Vector: [2.017191019047524, -0.07072953000012956] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.3991093952583205 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.459610106307932 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.3395798854072192, -1.8643298908664079] Predicted: 4.225548207221215 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.0695741263582716 Movie Vector: [1.8967110909790454, -0.057837820128762166] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.26034574380152 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.0602664637029857 Movie Vector: [1.661134500034774, 0.15369032649222492] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 2.836498654785971 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.045361235164788 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.779259535531131 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 3.436726904257485 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.8937731651230023 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [2.2547002620900423, -0.5319658328578045] Predicted: 4.687426116390729 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 3.1486164230522315 Movie Vector: [0.6367411489892703, -0.6916493858148985] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 1.4312680369913156 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.9021161378452995 Movie Vector: [1.7415978178670453, 0.6327770524577756] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.8781649834320353 Movie Vector: [2.131304003528686, -0.4904312027929245] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.371257910201635 Movie Vector: [1.6553265275166285, -0.6232864043863224] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.840230112582388 Movie Vector: [1.3972510172621417, -0.10373672954740856] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 2.7108323428996948 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted: 2.41768188922525 Movie Vector: [1.9107715104859835, -0.3832921636613594] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 3.9702254286912275 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 4.0265157364423105 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.949280033681794, -0.765777949949559] Predicted: 4.0999358684124445 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 3.365423497175288 Movie Vector: [1.6601664335385224, -0.14173390066655162] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 3.0040758455158185 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.138820069557317, -0.017300980395369047] Predicted: 4.154609547138987 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 2.8046748008770717 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.3860761766643073 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.005437893920915 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.8079546558446866 Movie Vector: [1.8626425458081948, -0.9361951437965051] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.6226396157437177 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.9558010235731407, -0.31491615855358873] Predicted: 3.720299842537025 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.8475470444810966 Movie Vector: [0.9850815047140201, 0.328045533865173] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 1.8022069573990052 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.322651708202871 Movie Vector: [1.2000263447516604, -1.1998059971545971] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.032784562639188 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 3.895773835077518 Movie Vector: [0.5836469764127148, -0.21214099754231103] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 1.149654154683757 Movie Vector: [1.9638201416807761, -0.17264424505592543] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.568459495737102 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 3.967373095654324 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 3.7044012387039436 Movie Vector: [1.6353066313510256, -0.02230239892263925] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.8309036169898114 Movie Vector: [2.0130719075354304, 0.10978592044496191] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 3.5615395225320654 Movie Vector: [1.173685280942338, -0.5592093778429013] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 1.8879897493376079 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.8719797974092467 Movie Vector: [1.2185829358044367, -0.13487416436215086] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 2.3692771767226017 Movie Vector: [1.226883069877539, -0.1939418016395341] User Vector: [2.092058544861514, -0.10206106921418187] Predicted: 2.586505117523887 Movie Vector: [1.7263910626173737, 1.1950755587555764] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 2.7792183099694237 Movie Vector: [1.4968574854273218, -0.6400817174630455] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.2005741060929975 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.9487039920298324, 1.1176458410740187] Predicted: 3.4650423711492424 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.074548690940646 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.368775410415728 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 4.668681360450012 Movie Vector: [1.4471843986569457, 0.135436368449942] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.371005021649669 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [2.1649789693250874, -0.7522387672395748] Predicted: 3.2487174687676736 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.456605658590483 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.314534476881562 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 2.758084005463938 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.616322766593647 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.946452386562941 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.777191603530816 Movie Vector: [1.609383602568006, -0.1613545136864209] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.1349187278834116 Movie Vector: [1.9645437276429587, -0.528061917534592] User Vector: [1.5916094450432199, -0.9530454293499241] Predicted: 3.6300533490370475 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.1694733779531505 Movie Vector: [2.1278990692861433, -1.4476272660218619] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.361390930071956 Movie Vector: [1.510472168882321, -0.638288577992038] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 2.6156857290542828 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.429648299707648 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.700021227529596, 0.3178823012433285] Predicted: 3.4995770571310825 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.621305983333479 Movie Vector: [1.8497558027012238, 0.23786708165267284] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 2.969957057632106 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 4.053354220040952 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.7887080971136011, 1.4196579075195188] Predicted: 3.2852089765414805 Movie Vector: [2.0214290468460745, -0.9130359701747105] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.079443740491051 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.482791013443768 Movie Vector: [1.347630935231913, -0.22356942832095508] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.7447830953751553 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 4.527326793045791 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.5643300355079477 Movie Vector: [1.5924650576732262, 0.027623158140584955] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 3.4957434973901993 Movie Vector: [1.036967819552093, -0.19986547708472988] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 2.149528981258791 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.451451989620791 Movie Vector: [2.003454052171265, 0.0874580639483475] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.9261830478517252 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 2.9460360138493606 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.311092917632601 Movie Vector: [2.009375536974246, 0.7740084611651209] User Vector: [2.1310822015937534, -0.343385405364459] Predicted: 4.016361233971001 Movie Vector: [1.8577369548193712, 0.5386591138501022] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.599150185056922 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 2.868664672661461 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.808716918617129 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.7099872674879162, 0.031526271239409535] Predicted: 2.412007220694883 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.4480124634476996 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.559975733982184 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.7653353789968484 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.5990150124398905, 0.2509877140229751] Predicted:
avg loss: 1.055039579940194: 38%|██████████████████ | 5751/15000 [00:08<00:12, 714.49it/s]
2.537270024484167 Movie Vector: [1.521318963293618, -0.07561769996744407] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 2.8778630419959326 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.564929981079652 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.368922531048678 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.1299338145512356 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.8191915144078281, -0.573492765374234] Predicted: 3.8437318797255573 Movie Vector: [1.2000263447516604, -1.1998059971545971] User Vector: [2.1962853594632223, -0.06818500665851077] Predicted: 2.7174090718531447 Movie Vector: [1.7418449399895046, -0.09144665743128222] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.8124670099291054 Movie Vector: [2.005882260985358, -1.9818400886344802] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.67110900456321 Movie Vector: [1.7367590309945269, 0.054863740286188026] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 2.7191901844324167 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 4.36814264628807 Movie Vector: [1.9364977907806344, -1.1166835456493749] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.466628878320272 Movie Vector: [1.0982062636848544, -0.35254972492965875] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.0403999726253708 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.348913971529743 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.6949736546638645 Movie Vector: [1.5034756424752755, -0.49529617261049524] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.12915881175826 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.6848822944692565, -0.21862320575358535] Predicted: 2.5246004139768212 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.4882327184011745 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.554318793675972 Movie Vector: [0.5564754195112904, -0.4443948968059624] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 0.8771333187284696 Movie Vector: [1.9365472966461, -0.054949460520030795] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.4325678584057537 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.913133712857269, -1.32699910954553] Predicted: 4.129026669483967 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.004464320838087 Movie Vector: [0.9097230278915889, -0.36373348438898784] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 1.522022065505384 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 3.1205199154030976 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 4.47404643396937 Movie Vector: [1.5556158118424885, -0.6625994718150062] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.717169646257364 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 3.764341864550787 Movie Vector: [1.4738094117106837, -0.048657449913900086] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.262599658657342 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 2.9404133023643566 Movie Vector: [1.5284476687604172, 0.03691943828809535] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 2.8319003495472956 Movie Vector: [2.032223192532805, -0.5069537751199894] User Vector: [2.0499992478093834, -1.1941194649112128] Predicted: 4.771419386754035 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.1938641225784212, 0.6119578593669949] Predicted: 3.925408226861789 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.8845349544165404 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 4.15682101074266 Movie Vector: [1.932783784395986, 0.4135882723822619] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.223962228405041 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.9566656395782884, 0.46830213453630887] Predicted: 3.30860030807025 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.7161985866927276 Movie Vector: [1.6175362826710111, -0.6445228895010642] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.089066240269853 Movie Vector: [1.7195121914756875, -0.8124124276379828] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 2.8878581641275267 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.6192509500821015 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 3.296059654049147 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 3.246244325274736 Movie Vector: [1.9109162665516568, 0.06339039292450724] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.925997548717682 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [1.7475368867031946, -0.8326032129428438] Predicted: 4.029979838916057 Movie Vector: [1.3283873276129732, -0.23112711310310596] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 2.969121297863183 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.9668383700942722, -0.7895925399194295] Predicted: 4.059348128785085 Movie Vector: [2.0998401094739942, -0.8269562295292893] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.687960581444314 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.5105357902723284 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.439879661603873 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 2.231827209922954 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.404779442808574 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 3.1747209795290288 Movie Vector: [1.1097134371671977, -0.09484132118361019] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 2.156357684536551 Movie Vector: [1.9702124730353132, 0.3799105499096174] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.648120039200181 Movie Vector: [1.5699102548960135, -0.17338563692476022] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.320259565565631 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.8907381968482717 Movie Vector: [1.6615632369342834, -0.5058964157587749] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.8356029201970214 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.020280399999449 Movie Vector: [1.510472168882321, -0.638288577992038] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 2.925374653288996 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 4.550204444111097 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [2.3593250208602177, 0.6237041616336029] Predicted: 3.7441447342905385 Movie Vector: [1.9480860296354412, -1.4213126322864893] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 4.872965657085311 Movie Vector: [1.539471083314751, 0.6378375904547081] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 2.7592356242659877 Movie Vector: [1.656258192986436, 0.9842196891700586] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.8155998997712577 Movie Vector: [1.874886683177792, 1.733233067237384] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.8685116908184596 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 3.8418728875784875 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.591599333028129 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.0398824590974614 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.7926780531795843 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [2.3682689041984424, -0.49025200547515363] Predicted: 4.691121742251473 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.7407573222236516, 0.209112692956134] Predicted: 4.009199371117727 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.3248737377577458 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.9607946977550963 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 2.623531134010562 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.1681863560826176 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.4772002559481368 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 4.381719213122417 Movie Vector: [1.305226309958479, -0.7171334012538267] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.1709824298685834 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 2.274412070391898 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [1.797710479246815, -0.8583616456678315] Predicted: 2.103763656021393 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.5649687996664525 Movie Vector: [1.2151117373069993, -1.3091322418007487] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.431302494853217 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.650620524053861 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 4.27649960565643 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.573056697846061 Movie Vector: [1.6442625448545716, -0.8760845202464776] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.379177528520077 Movie Vector: [1.5193562504435378, -0.21487302860350085] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 3.151827995442364 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 3.5150692328809643 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.300841692799576 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.0835922333285897 Movie Vector: [1.7738289853871971, 0.24166364565070486] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 2.5071091399395384 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.5123034274837517 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 1.9259609103941973 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.8319336402097877 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.3148404872511916 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.3708775281789674 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.893240723201283, -0.8350406600836258] Predicted: 3.769561125935588 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 4.568643408519174 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.42361510146043 Movie Vector: [1.8182866992586826, -0.5439743487352097] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 3.047491710786661 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.726590369168041 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [2.02047069483931, 1.2319138893005444] Predicted: 3.22958577626392 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 4.280029647389135 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.9181197419236367, -0.7541142047956809] Predicted: 3.5737630670325884 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 2.717734577651783 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 4.417961361706464 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.020364268468309, 0.3421181868297234] Predicted: 3.4110774686298857 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 2.808769686216898 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.4206884141376162, -0.7904408580390433] Predicted: 2.897898551452991 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.1232337348375205 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 2.274723091275631 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.6533047341622231, -0.5897245430769862] Predicted: 3.380886836881679 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.777874071420046 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.8658058726406717 Movie Vector: [1.998235710799558, 0.1629031488159988] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.028093598518022 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.68134894667202 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.489483627160666 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [2.3847679449090085, -0.6091860996815402] Predicted: 2.7088143865104533 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.6133275506343407 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.764844492027299, -0.5728663277839869] Predicted: 3.780690012787555 Movie Vector: [2.2589932068912826, 0.2666981833130938] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 4.509003475379475 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.538760990451027 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.9466296968148935 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 4.497789178910347 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 2.9849674776682287 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.690423423287323 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.527227383578062 Movie Vector: [0.8350196309405958, -0.524092990362892] User Vector: [1.6120084977273508, -1.2796827689047539] Predicted: 2.016731509916555 Movie Vector: [2.0932488061987584, -0.15329570804189163] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.419767576974727 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [2.0562746089934234, -0.9250366919713895] Predicted: 4.902009059131941 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.068104484631794 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 3.8729546131404122 Movie Vector: [1.6861761498066203, -0.7676575574054305] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.2463895492116794 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.1752614784044253 Movie Vector: [1.9857536583267688, 0.5241458013518766] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.4549874958195677 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.7258041986911459, -0.09974735501802134] Predicted: 2.797674887172686 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.718786431086064 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.6860740583550204 Movie Vector: [1.7082024752459044, -0.1829538816042767] User Vector: [1.7303908620506903, -0.5384737132707231] Predicted: 3.0543738096826303 Movie Vector: [1.8680641338398372, 0.21938994624642627] User Vector: [1.7858332435484705, 0.3331200567271855] Predicted: 3.4091342226307444 Movie Vector: [1.3338025051511033, -1.0149289136667443] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 2.6999869585783043 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.9176218174732704, -0.4467859743325695] Predicted: 4.248749079125493 Movie Vector:
avg loss: 1.054907483828767: 39%|██████████████████▏ | 5824/15000 [00:08<00:13, 705.19it/s]
[2.239624936281097, -0.1047424015155609] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.883098933715562 Movie Vector: [2.361929458854764, -0.680580333116347] User Vector: [1.6614966110821892, -0.2568995931475061] Predicted: 4.099178602184163 Movie Vector: [2.120172744510065, 0.09787862876272119] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.247013632796134 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.287879773150389 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 4.058424994207293 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [2.311487443891084, -0.5052116611245093] Predicted: 3.677417399097921 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 2.4221323799021555 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 3.2557817128640707 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.8528324800785794 Movie Vector: [2.2589932068912826, 0.2666981833130938] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.5385109581964285 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.2412395654968804, -1.5617878736499307] Predicted: 3.104067264571214 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 4.134285924179651 Movie Vector: [1.3243694105592516, -2.100654335911295] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.5516237224409233 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 4.328423462223135 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.466101784386907 Movie Vector: [1.495227359730233, 0.588638513952655] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 2.9464782918947563 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.9805023409283407 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 3.1666248326219537 Movie Vector: [1.9785972932738531, 0.050941217579629425] User Vector: [2.1817390120152638, -0.08823462964299739] Predicted: 4.3122881243366695 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.018437766353426, -0.3633775852141923] Predicted: 3.5400007216439224 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 3.304535547684673 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.8646283676118691, -0.4560433461590856] Predicted: 3.4786154147563537 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.418255142299571 Movie Vector: [1.5034756424752755, -0.49529617261049524] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.6738813648054394 Movie Vector: [1.7232152245951349, -0.9198241672942098] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.5131384218793578 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.6854750289014606 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 3.5632140882473915 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.219880142286702 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.5450281780300172 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.215315748925387 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.1651880712474036 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 2.7212273209911553 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.541646728485868 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 3.799213392466835 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.394470299577033 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.168855378903436 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 2.639731487484071 Movie Vector: [1.834504217417884, -0.9343491953550064] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.922795919548161 Movie Vector: [1.7738289853871971, 0.24166364565070486] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.5365911180902447 Movie Vector: [1.5333427444955974, -1.6516426362293861] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.0313422438984015 Movie Vector: [1.857678158153735, -0.22813810700863849] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 2.9776572814295026 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.4403072619712254 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.562051816551122 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [2.2069197799099287, 0.30010088330540013] Predicted: 3.5185424728426753 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.354640169032892 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.7910838180086994 Movie Vector: [1.6205821241385725, -1.7427507754618243] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.9460760479236923 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 3.4461952721724365 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.9478685999773786, -0.7667712569438698] Predicted: 4.432491477689843 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.899011535939292 Movie Vector: [1.0781682739497167, -2.0011336740600423] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.7246418153052203 Movie Vector: [1.0654004300246862, -0.3608319390126401] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 2.1603408309347754 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.8680754310658327, 0.008564434585617713] Predicted: 2.712966522970185 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 2.117237839722456 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.1325294885640407 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.34989028720553 Movie Vector: [1.973707055850441, 0.381644656792106] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.442144366958155 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.6020255824446736, -0.462085740163902] Predicted: 3.0044836794281102 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.363879150488356 Movie Vector: [1.400783570246851, -0.49290331615610294] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.031436166859419 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.7227304049767946 Movie Vector: [1.5160864359918778, -0.2975303944297338] User Vector: [1.5916094450432199, -0.9530454293499241] Predicted: 2.6965774735305237 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.276468431633307 Movie Vector: [1.2913213859429034, 0.13701821721293525] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 2.9200814654712395 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [1.171217267002982, -0.7242768314037622] Predicted: 2.188080368054892 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [2.151393895760849, 0.009311814410221076] Predicted: 4.768624019785625 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.004612356752493, -0.05338134640044634] Predicted: 4.343969959817135 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 3.8129264503128395 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.119109450784554, -0.19258286253131346] Predicted: 4.710943806032344 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.126908506041995 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.027431596801757 Movie Vector: [1.882693648730414, -0.39920070521288686] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.1482929341743207 Movie Vector: [0.8842986135105672, 0.9783153028654421] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 1.9756039020677345 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 3.010555925088983 Movie Vector: [1.5278634210919255, -0.552902019132661] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.376278166418472 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.9504133110960564, -0.4593046741088545] Predicted: 4.54996589015849 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.8882469999364053 Movie Vector: [1.8278911818632197, -0.7542459464208475] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.3233860450351003 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 4.157363099431875 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 2.2710955020817023 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 2.896760851089281 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 2.8820165992845324 Movie Vector: [1.3617719902753826, -0.14288362456981923] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 2.2621636141075965 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [2.1136678966657856, 0.4996361884029038] Predicted: 4.790081566871378 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.8098767342030406 Movie Vector: [1.562584705032331, -0.7478984713622879] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.428325791779011 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.8165189690425745 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.548974366940493 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.046965038142396 Movie Vector: [1.374583314490215, -1.7121809551961245] User Vector: [1.714691721086767, -0.5968896685651498] Predicted: 3.3789697521709554 Movie Vector: [2.044486932532489, -0.4525798015361213] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 4.060073246393623 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 3.2570661115856083 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [2.013410575920441, -0.5953087292053357] Predicted: 3.9297406496931395 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8407175139997711, -0.5239956335913456] Predicted: 4.123702271302531 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.0859601293205445 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.7723399353375133, -1.5708470124472447] Predicted: 4.293840394381888 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 2.685825689941411 Movie Vector: [1.034536796089683, -0.8536256932728427] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.0683755307527867 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 2.871176331096973 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.39072418090554 Movie Vector: [1.9843190131363015, -0.3310154527083281] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.036949475145741 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 2.9337178349750515 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 3.7569670289189476 Movie Vector: [1.374583314490215, -1.7121809551961245] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.3911634521813654 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.6505495674110615, -0.5044343445160941] Predicted: 4.0706325468896605 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 3.1044257213859576 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [1.5151290929082033, 0.2786521950638537] Predicted: 2.998114863329708 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.9731260649389346, -0.3073971819317155] Predicted: 3.8867148687370814 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.816793892495674 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.8321225283552134 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 3.656921188712989 Movie Vector: [1.5854379654928594, -1.1478143117019854] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 4.324236153941402 Movie Vector: [1.1972733941541351, -1.4508191315741108] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.00541916873803 Movie Vector: [1.5034756424752755, -0.49529617261049524] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 2.773275763575875 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.7230039818874279, -0.470873528260541] Predicted: 3.563508206773339 Movie Vector: [1.9994701662149155, -0.40534253818025606] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.4602642758356272 Movie Vector: [1.7708608747709509, -0.17382077835637433] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.643907647193566 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 3.007102069118007 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [2.3682689041984424, -0.49025200547515363] Predicted: 4.527603205777682 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.6647292585524984, -0.4598599669272668] Predicted: 3.0885521130750013 Movie Vector: [2.101676515023826, -0.4391382258897035] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 3.4970511896406897 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 4.764375140209442 Movie Vector: [1.7954695780905647, 0.37908439495940927] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.4869994849895902 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.550842496655083 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.7276532589888216 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.2060294121316266 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.6787386184421615 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.8839185047116718, 0.7744172990838148] Predicted: 4.710553860755185 Movie Vector: [2.0434983189277136, 1.4194140327711346] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.478221366468617 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [1.778414476596144, 0.7204573888835162] Predicted: 1.9073416588532168 Movie Vector: [1.1832992682461017, -0.8974175174771113] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 2.4756132526315633 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 2.8774449513646183 Movie Vector: [2.088045424694407, 0.034846434755428736] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.42386823929055 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.583880056945099 Movie Vector: [0.9850815047140201, 0.328045533865173] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 1.9253347365269164 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.1136678966657856, 0.4996361884029038] Predicted: 3.5209431244827605 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.84823881172085 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.9837920190584457, 0.4819925065199553] Predicted: 2.7395420833524513 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 3.4498030089487433 Movie Vector: [1.5699102548960135, -0.17338563692476022] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 3.915992272362072 Movie Vector: [1.7197577314035126, -0.3768941468326825] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.257108975968013 Movie Vector: [1.735279820866512, 0.1298333041415596] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.621689294679894 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 4.677117276905783 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 3.422633631392776 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 4.659947931534687 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.90546126511135 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.4025152412138273 Movie Vector: [1.1792254976106193, -0.11229396761650948] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 1.9638479310093961 Movie Vector: [1.7649675900797548, -1.1400752374099328] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.741890296967332 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.8924776358275093, -1.2713775349300727] Predicted: 5.001523526271312 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.792238991587228 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.0228483369406884 Movie Vector: [1.255051826163101, -1.4906838313025341] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 3.0156346658191335 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.495251009554576 Movie Vector: [1.1852754420875424, 0.16531347552533976] User Vector: [2.3682689041984424, -0.49025200547515363] Predicted: 2.726005709497623 Movie Vector: [1.7007324050584576, 0.1599377196118358] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.8593960336711963 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.9029858633575525, 0.06568280839525979]
avg loss: 1.0523482663760706: 40%|██████████████████▍ | 6000/15000 [00:09<00:12, 711.76it/s]
Predicted: 3.216707530018795 Movie Vector: [1.5034756424752755, -0.49529617261049524] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.0405120918701556 Movie Vector: [1.4263780528307954, -1.601439698753227] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 2.586795298053858 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 3.713353751562746 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.617839637104593 Movie Vector: [1.400783570246851, -0.49290331615610294] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.226458328334108 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 3.612266726109211 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.870202864344508, -0.44829961383218014] Predicted: 3.314865030789236 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [2.1823411573350855, 0.3606406832973608] Predicted: 3.6149868912239453 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 3.8897095579638594 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.9214904469705554, -0.6362760385675038] Predicted: 3.777413922735247 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.8680966688264997, -0.41504297024390185] Predicted: 4.106526654128046 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 4.053920761570334 Movie Vector: [1.608325204705704, -1.2571437136869617] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.443333583506089 Movie Vector: [1.4573940649485568, -0.6560135868036624] User Vector: [2.0361258427948052, -0.2709854739838296] Predicted: 3.1452078715373504 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 3.7580214325125736 Movie Vector: [1.2949518467892343, -0.8242031225057921] User Vector: [1.8188117261004386, -0.6163664579467437] Predicted: 2.863284762923219 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.742126281248175, -0.7427373096278526] Predicted: 3.0985143136590554 Movie Vector: [1.5723802585043938, -0.8311042027964548] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.8935784943040903 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.7661210544937185 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.7940857083467208, -0.45619708290945804] Predicted: 2.712626081520437 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.481298624403073 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.0488343983263917 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 4.497483071670018 Movie Vector: [1.3089857676438326, -1.6920320271032883] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.2206477290588107 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.776070928627213 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 2.9204905817343234 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.2753940975731317 Movie Vector: [1.9365472966461, -0.054949460520030795] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 3.0524337059401123 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 3.549340961811866 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.7305739372544022 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.209475187689064 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.7645173277536585 Movie Vector: [1.6558618413959183, 0.034038339385766045] User Vector: [2.694912970691828, 0.52687217850532] Predicted: 4.480337408076396 Movie Vector: [1.419193178718603, -0.23584152479546452] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 3.0259277080768716 Movie Vector: [1.420960393433787, -0.09817089872257555] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 2.596408360048614 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.397206517623 Movie Vector: [1.1007174825501305, -0.7931595286423324] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 2.4250930019016104 Movie Vector: [1.3822129170882844, 0.1703305018008785] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 2.7322808946717245 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.597158338867281 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 2.781510091739211 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.8650095458451137, -0.3833211191986785] Predicted: 3.5450738113321005 Movie Vector: [2.036290016169283, 0.21482095504091786] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 4.278269446683149 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.9662868316354585 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 2.796976140021582 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.9595344126028413 Movie Vector: [1.0888286915301213, -1.076758543571446] User Vector: [1.9693630874305412, -0.6262016901259138] Predicted: 2.8185670534766727 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 4.387031021733134 Movie Vector: [1.918414678784536, 0.14054370129367585] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 3.6706857340349996 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.5338013108631823 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [2.0618408277999576, -0.22138078224437388] Predicted: 4.280411682719164 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 4.576746107182261 Movie Vector: [2.037799706370589, 1.309019649197422] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 4.209039049757237 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.8477069539847526, -0.27921710599027694] Predicted: 2.517271810208955 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.4225182525483655 Movie Vector: [1.849907613399154, -1.1630046261140636] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.885571610861355 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.38459090451194 Movie Vector: [1.9557782684947362, -0.10664397850368793] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.216040075535121 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.032016240963483, -0.6599846615919742] Predicted: 3.70400118748381 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 2.861854276517838 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.005925237429851 Movie Vector: [1.7750629807836749, -0.4929991800374142] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 3.8535268294401823 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.0954037767499076 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 3.3555480070735952 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.6844014845921407, 0.10154091968116896] Predicted: 3.4052294953438382 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.802497168215316, -0.6457725482802769] Predicted: 4.236157418321029 Movie Vector: [1.7068746099740668, -0.07952844020641443] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.177888131305256 Movie Vector: [1.6719023532696826, -0.6638702433353388] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 3.462255286314747 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.990785543768966 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.7254310567091318, -1.171588277601309] Predicted: 2.761399036261882 Movie Vector: [1.226883069877539, -0.1939418016395341] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.2484139872909275 Movie Vector: [2.1225950137986254, 0.8362325302990841] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.097118156243304 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.7874782971092165 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.6867508090468344 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 2.983618179635273 Movie Vector: [1.4407501194668768, 0.6648629351569867] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 2.938197068462095 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.712102301903295 Movie Vector: [1.6821842057728726, -0.4649603949188608] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.650202918367616 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 2.9669593346313348 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 2.6741072536492276 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.721007967637923 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.782054055817303 Movie Vector: [1.668100794884583, -0.9121701067076653] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.6646569100270514 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.8707859857277902, -0.7037504069151636] Predicted: 3.5024951258670085 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.211924471962921 Movie Vector: [1.2187766801708264, -1.2714807094221454] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 3.396540852636477 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.648248143905344 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [2.140843845757256, -0.8386222586479745] Predicted: 3.9498926664284055 Movie Vector: [2.0998401094739942, -0.8269562295292893] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.74348950533071 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.0988558663027654 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.567293380229306 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.2409666608974557 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.9380863768207814 Movie Vector: [1.523453997819581, -0.29854515647994256] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 2.7825770440165094 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [1.2133045409088101, -0.18822493437877158] Predicted: 1.8443367531372616 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 4.297061401596579 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.499659581010721 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.0980116349106948, 0.46645038593847626] Predicted: 4.2813400956493135 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 3.986822712359595 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.407291555132657 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.249627235304751 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 4.270325711446542 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.6634987285493885 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 4.509289335519765 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.564427624340763 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [2.1866144946647603, -0.6064091341478451] Predicted: 4.329418784719136 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 3.8038307993964144 Movie Vector: [1.8456590448215424, -0.30293096892196] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 3.3413704133670548 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.583441189727217 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.1087519697354082 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 4.437839964826369 Movie Vector: [1.8590098148403165, -0.9721728127291684] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.1306499123281375 Movie Vector: [1.3867454675207207, -0.38500831598075896] User Vector: [1.764844492027299, -0.5728663277839869] Predicted: 2.66794840033996 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.6761602727381497 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 4.435247181571203 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.4992882951452176 Movie Vector: [1.552623276937928, -0.9442220384500055] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 3.4940743059432258 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.156857948240559 Movie Vector: [1.9107715104859835, -0.3832921636613594] User Vector: [1.5947311516098146, -0.19344833627290475]
avg loss: 1.0536071793794823: 41%|██████████████████▉ | 6170/15000 [00:09<00:11, 748.62it/s]
Predicted: 3.1213140827472694 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.172057389419946 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.068753754733018 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 2.7365874321419845 Movie Vector: [1.4675882444909811, -0.30428140811862636] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.9320658306262715 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 3.0187638635965635 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.183770007454473 Movie Vector: [1.7718928854521072, 0.18727201139331393] User Vector: [1.8477069539847526, -0.27921710599027694] Predicted: 3.2216492571117477 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.6699585718539884, -0.05764836347727513] Predicted: 3.5627481997803363 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [2.091642809601497, -0.07913967361793399] Predicted: 3.8582999444193278 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.7119172011676467 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 2.6093656696179814 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9721593663188526, -0.29556441183344684] Predicted: 3.8360006756915563 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.8667691823206485 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 2.5240363008627966 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.1575075867585745 Movie Vector: [1.784329556918403, -0.31738460288325265] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 3.819504641720284 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 4.762782623385861 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 4.12720176535393 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 4.202354445593194 Movie Vector: [0.933498663822838, 0.4963343420003545] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.7461569234626396 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 2.707078364096096 Movie Vector: [1.696890602240595, -0.57611297937272] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.2542720937476997 Movie Vector: [1.4928227886843561, -0.6653798953653758] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.8036902149865144 Movie Vector: [2.0264027507367124, -0.22959840015765404] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.256735071411793 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.60070660693337 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.125174000461353 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.812914489521462 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [2.016172759614623, 0.05881875538817839] Predicted: 4.201990690761296 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [1.988370642617612, -0.08995723444908606] Predicted: 3.880684984804074 Movie Vector: [1.4633253002383804, -0.5474760961980468] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 2.5918789116467527 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.987945197754436 Movie Vector: [1.5281493696261759, -0.19236131649812377] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 2.9604216026914516 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.3437501314187985 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.7303908620506903, -0.5384737132707231] Predicted: 4.106122854546508 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.339061990332084 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.7010112426953126 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 2.7596634938343874 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.9652416166611113 Movie Vector: [1.2973157173529615, 0.7634061605228362] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.2270240754696 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 5.023880255843789 Movie Vector: [1.2632941689506203, -0.6647261820404179] User Vector: [1.21589351154217, -1.5352596268987186] Predicted: 2.556558453425299 Movie Vector: [1.4285577988894063, -0.7918306036510337] User Vector: [2.308041282554195, 1.3142240183212754] Predicted: 2.2565275765914805 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.9283046838180695 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.7723399353375133, -1.5708470124472447] Predicted: 4.1339110032459905 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 4.091920560744663 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.258289317470688 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.9250255604742723, -0.5401973627843698] Predicted: 4.196909769544593 Movie Vector: [1.1232712866857462, -0.2866277454834452] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 1.8423764207591293 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.740653145870768 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 4.264337680199521 Movie Vector: [0.8350196309405958, -0.524092990362892] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 1.5167182050096546 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.093094661743104 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 3.3487012197140062 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 3.1400902713603362 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.544770515559105, -1.3171906253311916] Predicted: 2.97002262519134 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.448506829373339 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.7656528722820704 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 2.940206453671945 Movie Vector: [1.5282067619951591, -0.8090222548374952] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 3.0865708506502583 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 2.204279341919871 Movie Vector: [2.0760856782962342, 0.1303691085363817] User Vector: [2.204828298410906, 0.7131371460794731] Predicted: 4.670383507431699 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.6494471836814424 Movie Vector: [2.2048453523652496, -0.13110015051567928] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 4.300571547063947 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [1.5501417763178895, -0.2614606791029189] Predicted: 2.081200509357374 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 3.979710060660061 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.3833969327506614 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 4.099453551825729 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.8171663070286315, 0.6376268633687618] Predicted: 3.424460621551451 Movie Vector: [0.9971432791481745, -1.8291479071864447] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.8759678323427997 Movie Vector: [2.2036041962922392, 0.36528662978581816] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.397565359526872 Movie Vector: [2.0781173440072913, 0.7714895449614593] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 3.515474923106977 Movie Vector: [1.9567482993336178, 0.4721225713013513] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.8070152774830195 Movie Vector: [2.25247173886648, -1.02058649692316] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 3.101558687418049 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.597799636703889 Movie Vector: [0.8884462906415119, -0.15800822657399904] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.154998984022302 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.2620690894479907, 0.9981288035461082] Predicted: 4.122967069303225 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 2.9582084508240007 Movie Vector: [1.1017846893305971, -0.452296336134286] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 2.1788467548122865 Movie Vector: [1.5907370791784758, -0.6111523774425024] User Vector: [1.8898321039909594, -0.4288250723069346] Predicted: 3.2683034636876283 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.998281911020415 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.261229255437869 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.4411794979755492 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.7682268644415964 Movie Vector: [2.5073018409874472, 0.13143502121879755] User Vector: [1.586058349979212, 0.9686975800175059] Predicted: 4.1040478078005895 Movie Vector: [2.009375536974246, 0.7740084611651209] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.305863200357862 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 3.474953475124685 Movie Vector: [1.2949518467892343, -0.8242031225057921] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 3.3200565420975243 Movie Vector: [1.9773306760744687, -0.029002058324228707] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.4600072887321187 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.66921437362001 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.6790737908973172 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.7476054741401614, 0.18454288084008239] Predicted: 2.6929173433361777 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.2749099195180063 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 2.7195207301132465 Movie Vector: [1.1792254976106193, -0.11229396761650948] User Vector: [1.977421176763925, -0.10760944859929535] Predicted: 2.3439093630914556 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.093563040077247 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.376886822546671 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.9317252356979577 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.961233003430866 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.5916094450432199, -0.9530454293499241] Predicted: 3.1035381731862315 Movie Vector: [1.9466902541929432, -1.0743624045646138] User Vector: [1.870202864344508, -0.44829961383218014] Predicted: 4.12234194046531 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.8133023435727327 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.3731638892227305 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.018977967357354 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 3.319204751578725 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.796332814775905, -0.38942335463210476] Predicted: 4.270162131320299 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.3071638561388386 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 2.8156735587492747 Movie Vector: [1.925874827536136, -0.35245243390633757] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.864892221292102 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [2.2627806734472027, -0.03771589577644197] Predicted: 5.301229855129819 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.4707550997055012, -0.27817311416713536] Predicted: 4.476682719977195 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.522781376392727 Movie Vector: [1.3338025051511033, -1.0149289136667443] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 1.7383657734876317 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.316265532995593 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 1.6771302618826402 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 4.625434155231765 Movie Vector: [2.203467457167422, -0.06551904170270437] User Vector: [1.6429363502285377, -0.27125192459890324] Predicted: 3.6379289480857353 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [2.1372121447220365, 0.9839377771978098] Predicted: 3.538998269375734 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.837398155258547 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.3776756829070695 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.818406873826798, -0.19177611804279557] Predicted: 3.8727690091992093 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.0550740973590145 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.7545010281553077 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.8783267726351731, -0.4839231546489782] Predicted: 3.718563095410743 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 1.7284228571686395 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 4.1169827529892284 Movie Vector: [1.3642686873910446, 0.40263862432600384] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.2859965053542926 Movie Vector: [1.9907301003792839, -0.47171204612229506] User Vector: [2.221101054035979, -0.4797406395513427] Predicted: 4.64791216294436 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 4.424939381079067 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.5458390545299743 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 4.597270085863464 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [1.982685991774924, -0.46805187607168175] Predicted: 4.004744931164005 Movie Vector: [1.8626425458081948, -0.9361951437965051] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.243430102907797 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 2.921955909567364 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.7128669000131 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.5404066866949613 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 4.271263326705801 Movie Vector: [1.6422596038045025, -0.24912950277880175] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 3.320424694783023 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 3.081634654979688 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.126021027816615 Movie Vector: [1.643605548561951, -0.5254476423858376] User Vector: [2.475014978492745, -0.48634158166833635] Predicted: 4.32349538890644 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [1.670379296246944, -0.40489352091330666] Predicted: 3.179784909259509 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.5055789260128338, -0.3410138630938021] Predicted: 3.5015975039000207 Movie Vector: [1.4899614815156903, -1.414112547144512] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.6437614285451687 Movie Vector: [1.4001266551004024, -0.6134459005045595] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 2.57001000677265 Movie Vector: [1.3073640442561525, -0.7210702931706634] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.0307185142005073 Movie Vector: [1.8293242237578433, -0.14460850860064278] User Vector: [2.114164360055069, 0.5906320131062156] Predicted: 3.7820816623071516 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.606140901211162 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.966193873337129 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [2.0300615201298493, -0.2846715271829401] Predicted: 4.172762994834577 Movie Vector: [1.1771127895578795, -0.1093358032686505] User Vector: [1.838572472764503, 0.7234614445366533] Predicted: 2.085106934047839 Movie Vector:
avg loss: 1.0492039521400973: 42%|███████████████████▏ | 6246/15000 [00:09<00:13, 649.97it/s]
[1.724475016874956, -0.42852146537928204] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.9742257667077707 Movie Vector: [1.4392686159629149, -0.23808591760228826] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.5888044809884394 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [2.1432895167923425, 0.3032818426198213] Predicted: 4.3555289095537075 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.3280131729895963 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.41812572282107 Movie Vector: [1.8626425458081948, -0.9361951437965051] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.8877147388296307 Movie Vector: [2.1466593994342094, -0.41550107485576354] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.576225018632246 Movie Vector: [1.3333402125692588, -1.071025022498764] User Vector: [1.7702376390006451, -0.6081850354874196] Predicted: 3.0117104211995485 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.815490672249205 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.8947909324603676 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 3.2429223440731256 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 3.1407533322712564 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.825343942781655 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 2.785531400030789 Movie Vector: [1.8596447163622087, -0.35375749953688984] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.634783446010235 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 2.7143503391840023 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 3.9608558139823264 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 4.50400106532127 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 2.7319479864649283 Movie Vector: [1.5949201068957461, -0.49719663000918096] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.390910980797668 Movie Vector: [1.855921108162133, -0.04484753972760121] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 3.701987785773176 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.201040811546727 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 2.5581122395766354 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.1817642683306597 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 0.9668540504697158 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.4455880206515337, -0.7232741380131182] Predicted: 3.1974755000124815 Movie Vector: [1.5481369605607018, 0.2735214877111982] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.522258430955013 Movie Vector: [1.4661966081029627, 0.2134176431048289] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.1739144226634384 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [2.055335954956014, -0.2414299672405509] Predicted: 4.681643018334501 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 3.989811404212023 Movie Vector: [1.4544463527422258, -0.5469386248309114] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 3.6958150429240884 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.29562915258766 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.867755333992594, -0.44077608508582067] Predicted: 3.409779424990287 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 4.20701535061176 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 3.1690606044782763 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 3.7598009250780366 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 2.8073229302432683 Movie Vector: [1.3630377005175596, -0.4402284297078974] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 2.9436470520258027 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 4.188580697309265 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.523690278483379, -1.3404059676450468] Predicted: 3.6828044723178457 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.2379042132668157 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 2.8805986243003305 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.470574280772943 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.5999604354638877, 0.7745609636585278] Predicted: 2.676799890679771 Movie Vector: [1.630369709080771, -1.637587207003057] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.9306654003526726 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 3.7274667160182173 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.920990981742082, -0.23854476837916966] Predicted: 3.324272772922872 Movie Vector: [2.142685388133925, 0.03373148292601125] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.259164946179245 Movie Vector: [1.5792560427385938, 0.24670143231078073] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.911404257617998 Movie Vector: [1.5601907340486636, 0.06769364180704572] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 3.440580091654386 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 3.356991157388155 Movie Vector: [1.609383602568006, -0.1613545136864209] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.2467883763963648 Movie Vector: [1.5062710094804246, 0.009907643936637092] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.1830704752680723 Movie Vector: [2.142685388133925, 0.03373148292601125] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.157381497831171 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.5034176161529342, 0.15431347835550746] Predicted: 3.292885852493458 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.358544680804887 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.0552250177347875, 0.10709906165675939] Predicted: 3.780666268340565 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.0170019536902064, -1.0381392942429355] Predicted: 4.73160639610297 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 4.231661946455183 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.041567902427968 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.9600662492418226, -0.4279579987104127] Predicted: 4.083411060723223 Movie Vector: [1.7039833198275063, -0.958047563360111] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.348301094920714 Movie Vector: [1.862612481175307, 0.3810815399487772] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.05452978087328 Movie Vector: [1.6683068457906196, -0.27116490497280565] User Vector: [1.8683689741740883, 0.7043119727333226] Predicted: 2.9260280609199882 Movie Vector: [1.724607699019174, -0.44197278507625876] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.258988247243478 Movie Vector: [1.6205821241385725, -1.7427507754618243] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.2770313789149905 Movie Vector: [1.3441784718208845, -0.7077012239717176] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 2.772982698328914 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.797227440881559 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.00311122857028, 0.6048451957770121] Predicted: 4.095247039830536 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.669771266735516 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 4.589610873409025 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.918922006987572 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.6967982701668363 Movie Vector: [1.552623276937928, -0.9442220384500055] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 3.3752415522438137 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.9211952254970277 Movie Vector: [1.8560113493587989, 0.26319507021383914] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.1168816749863133 Movie Vector: [2.0023654631392716, 0.6320586854864261] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.099305785855457 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 2.655848744287318 Movie Vector: [1.4944615187469696, -0.7762815725060245] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.0394759703016407 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 3.5595033784522188 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.766793642677434, -1.0248287403640575] Predicted: 3.780062612964854 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 2.8147040971273083 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 3.4532891143659254 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.112161952107387 Movie Vector: [2.055609805657053, 0.6649440869084294] User Vector: [1.877835121394936, -0.35556730147252863] Predicted: 3.6236639143344886 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.5031081246496223 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.683868887744272 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.572336600646799 Movie Vector: [1.6245779202307196, -0.6714784859432685] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.296739775494967 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.7211483768437312, -1.1161713445007677] Predicted: 4.172744609138332 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.222551413933871 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 2.699119049674484 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [2.1866144946647603, -0.6064091341478451] Predicted: 3.024600517672918 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 3.2620857132444527 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 4.48320685763553 Movie Vector: [2.182624478210368, -0.4579459912612763] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 4.765929820834035 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [2.037347399162172, -0.007107227570468586] Predicted: 3.966226144327517 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 4.03157745119995 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.5905764163849105, -0.19197585164784123] Predicted: 3.475918869321645 Movie Vector: [0.9112549870787147, -0.7550112990448524] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 1.8501512874804245 Movie Vector: [2.0571798142172555, -0.7989693132974727] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 3.6075035785737724 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.471392363741776 Movie Vector:
avg loss: 1.0504500313368894: 43%|███████████████████▋ | 6422/15000 [00:09<00:11, 725.60it/s]
[1.4642962174667726, -0.730582954306803] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.0626519769697906 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.9985168215508662, -0.17231930143969956] Predicted: 3.783311307429999 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.9703629180448898, 0.7564337489630619] Predicted: 3.731764769558792 Movie Vector: [1.8725583525016372, 0.5918068097141638] User Vector: [2.400576140383763, 2.1649758793603215] Predicted: 5.776466370764107 Movie Vector: [1.4391237857374901, 0.2861920391879335] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.00851525165264 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 2.4462815361979318 Movie Vector: [2.2958722196602146, -0.12535088555421267] User Vector: [1.9926041550949947, -0.08632968819068244] Predicted: 4.585586027326433 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.486157865615555 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.920990981742082, -0.23854476837916966] Predicted: 2.958495164992702 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.2708528084076867 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.013410575920441, -0.5953087292053357] Predicted: 4.640103968499926 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.8783583885340958, -0.08463780931477743] Predicted: 3.102496016350382 Movie Vector: [1.8560113493587989, 0.26319507021383914] User Vector: [1.9734184925094416, -0.345198456441519] Predicted: 3.5718325871512207 Movie Vector: [2.203467457167422, -0.06551904170270437] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.772934860750575 Movie Vector: [1.2641345651005234, -0.536493822102894] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 2.596588853720958 Movie Vector: [2.2178498864733744, -0.305492309207002] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.3861579048001995 Movie Vector: [1.3453791894341078, 0.5056641805476592] User Vector: [1.4672681646762797, -1.6569638815233936] Predicted: 1.1361647707270488 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.5137056597066663, 0.28940514415677854] Predicted: 2.455867081928341 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.487011760187595 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.9267851724124245 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 4.150957209054208 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 3.8684680561563893 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.7462194336807295 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 2.5822819397445316 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.2317960091761977 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.266502581246044 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.701687968276787 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 3.24774811905854 Movie Vector: [1.932203039265385, 0.42299719249859224] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.517900230244426 Movie Vector: [1.9217052972479942, 0.9503499123816846] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.3426135113105153 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.2612342415850444 Movie Vector: [1.032476837019789, 0.0583985235306673] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 1.5315879537058483 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.6728200942190923, -0.4877630919065799] Predicted: 3.6812403792510886 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.511059463083281, -0.6686206084492288] Predicted: 3.1893238849387977 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 3.4543348494728967 Movie Vector: [2.0825183417273214, -0.5750431260871887] User Vector: [2.0573568303271985, -0.37240559593545747] Predicted: 4.498632612693464 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 2.7823937563123033 Movie Vector: [1.2654572690287023, -1.8730860688199833] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 3.0976093751143825 Movie Vector: [1.5780077307886295, 0.1685371530291787] User Vector: [2.1100035178874816, -0.118127904963119] Predicted: 3.309692922421865 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 2.2610488048919235 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.261025503565696, -0.8941820771616275] Predicted: 2.4414803200671447 Movie Vector: [1.9401816886067522, -0.1732024418932382] User Vector: [1.7173064741101065, 0.005400903896554189] Predicted: 3.3309511250509405 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 2.9037637087917387 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.2356616000303915 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 3.8351237039535357 Movie Vector: [2.053265270848618, -0.035932414537707076] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.709977699134889 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.5124888878620972, -0.42689286850029784] Predicted: 3.3455730134201787 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.4343266265625778, -1.3054458833765468] Predicted: 2.6558947638909816 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 4.679591373224284 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.800917149450666 Movie Vector: [2.1845275447220756, -0.6983695855728876] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.5776103656121863 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.498443027079209 Movie Vector: [1.380675324187061, -0.6746017308024747] User Vector: [1.8650095458451137, -0.3833211191986785] Predicted: 2.833561749786236 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 3.6023254483676004 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 1.7450871979286617 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 2.690225151608748 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.886159702688939, 0.04559802938423431] Predicted: 3.5497700757879187 Movie Vector: [2.0816679829990985, -0.060764007761155696] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.7079354893575327 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [2.1969808645330766, 0.06818342791445085] Predicted: 3.5096370308318146 Movie Vector: [2.1225950137986254, 0.8362325302990841] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 3.172771569810602 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.864914235109748 Movie Vector: [2.079138557717143, -0.48811621132579613] User Vector: [1.9219837528968082, -0.12838731741676357] Predicted: 4.058738458913405 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 3.5409988899459948 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.9250255604742723, -0.5401973627843698] Predicted: 4.04983192831274 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.5255944947752864 Movie Vector: [1.4573940649485568, -0.6560135868036624] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 2.9564845795479044 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.6029431287901916 Movie Vector: [1.7486030267875692, 0.0028304755460176753] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.4412035429443337 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 4.221223591304368 Movie Vector: [1.3021099508180827, 9.438208292185217e-06] User Vector: [2.080078571765881, -0.2462847270952645] Predicted: 2.708488682293266 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 3.8048861440358825 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 3.9749515603224714 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.50393597630241, -1.087378056638306] Predicted: 3.6732993670381124 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.434240084360488 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 2.721040678406266 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.24307954673988 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 3.888676570334471 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 3.958420895752312 Movie Vector: [2.25247173886648, -1.02058649692316] User Vector: [1.805818804737403, 0.3463910591281801] Predicted: 3.714033785583514 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.4242281177730045 Movie Vector: [2.0404720306396484, -0.8701801300048828] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 3.4412541859746586 Movie Vector: [2.194916123223999, -0.04529554523749292] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.415408927696036 Movie Vector: [1.5381416995787915, -0.48607995616032607] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.6022174243830314 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 4.335191925757013 Movie Vector: [1.5900213934892347, 0.4021114918128401] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.225366488724335 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.457302538318514 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.096310615533844 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 2.8587369068340704 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.691412750256273 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [1.6174800704781018, 0.1096647545668818] Predicted: 3.2268892613014026 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.4076100073036073, -1.1074250219087725] Predicted: 3.0742039642016628 Movie Vector: [1.7743548690615587, -0.8742606128305065] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 3.010528965219997 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 4.597672985455013 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [1.8824821403797078, -0.37104991719804065] Predicted: 3.7117932939072813 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.511059463083281, -0.6686206084492288] Predicted: 2.9946335157075192 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [2.1939132668388877, -0.28631190920380756] Predicted: 4.2739780967579115 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 3.4402702203737343 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [1.8590509945202793, 0.17106730316719743] Predicted: 3.996191982254761 Movie Vector: [1.8969725916362477, -0.5599407848609547] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.27245547452607 Movie Vector: [1.2320992569706524, -0.4305119179877194] User Vector: [2.0740769479804695, -1.9780449076732336] Predicted: 3.40704057357494 Movie Vector: [1.5889026658385923, -0.6429098224719851] User Vector: [1.9394751546880529, 0.3231671074164252] Predicted: 2.873869935953685 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.1333067926000826 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.5887499425869338, -0.3452570005924382] Predicted: 3.3194133905523184 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.4846804615827907 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 2.628251742016184 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.4437179086228156 Movie Vector: [1.465956397853748, -0.13388518074810962] User Vector: [1.636089524404684, 0.4804106666066662] Predicted: 2.334116036830589 Movie Vector: [1.853898252880898, -0.2773304248323087] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.530194067257179 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 3.8175101759251664 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [2.079291600718981, -0.2174165745110639] Predicted: 3.7081108894022554 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.251269328848798 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [2.2100736433258232, -0.7730102629909671] Predicted: 4.657350902014841 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 4.434124239067328 Movie Vector: [1.4580632562792628, -0.6999943964231076] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 2.6292326184615495 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.1619924115517675 Movie Vector: [1.7197577314035126, -0.3768941468326825] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.5918354030841035 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 4.124658358770954 Movie Vector: [1.6757775499642757, -0.608572670452925] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 3.7130993692475083 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [1.8083893142275824, -1.4300400338151906] Predicted: 3.491246355046223 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 4.250025717755933 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.978799090375912 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [1.917729567323231, -1.0001517266088724] Predicted: 3.000862328501304 Movie Vector: [2.0760856782962342, 0.1303691085363817] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.14145067047717 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 4.764684087515801 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.7319037039638445 Movie Vector: [1.9225248779670352, 0.16302846887440486] User Vector: [1.7703110317108868, -1.3843179748716539] Predicted: 3.177783760325026 Movie Vector: [1.6262741823523574, -0.2898178284794755] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.479902278036541 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.2825623515434983, -0.23601335503518242] Predicted: 4.215820978006853 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [1.6564755348303424, -0.24665792223141356] Predicted: 2.4164667989249424 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.9138355409697034, 0.5083062026256958] Predicted: 3.2358248728803725 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.8284856355780477, -0.20367086137977672] Predicted: 4.064504790223978 Movie Vector: [1.8146396941196938, -0.961505087112999] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.1750080486734644 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.340428144182961 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 4.150895456907889 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.598790621348292 Movie Vector: [1.9225248779670352, 0.16302846887440486] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.803055658945715 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.098386605868984 Movie Vector: [0.17086531969859198, -0.5982252935751592] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 0.2811964038095709 Movie Vector: [2.3981003106822794, 0.3459021093108271] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 4.083413005118976 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [2.0774145469119563, -0.2947737911708923] Predicted: 4.027082230634302 Movie Vector: [1.8336667632151844, -0.27393948990289296] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 2.8361777466257876 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 4.007618129505584 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 3.2010092344720604 Movie Vector: [1.3667194057715546, -1.0039931749782802] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 2.9964125791272918 Movie Vector: [2.053265270848618, -0.035932414537707076] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.535932396997079 Movie Vector: [1.450317346673037, -0.8935857855598528] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 2.9876091379201295 Movie Vector: [1.7011240192912551, 0.06705210208267527] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.4684342278685585 Movie Vector: [2.0893947986142885, -0.37139927294337527] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.116276915959561 Movie Vector: [2.0344703876952273, -0.3287433217877607] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 4.135124594478181 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 4.1946058199139316 Movie Vector: [1.1638724273425831, 0.1095745129681599] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.0301566964067037
avg loss: 1.0507361015942818: 43%|███████████████████▉ | 6497/15000 [00:09<00:11, 720.03it/s]
Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.8416839171142234 Movie Vector: [2.3981003106822794, 0.3459021093108271] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 4.254114646788469 Movie Vector: [1.9505909751980524, 0.2232306614939527] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.518996814851 Movie Vector: [0.6720102041186053, -0.9587176835939228] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 1.685379944199553 Movie Vector: [1.2413143582780533, -0.16741590395101705] User Vector: [1.8953863650996117, 0.46881341225898693] Predicted: 2.2742834882848975 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.8839185047116718, 0.7744172990838148] Predicted: 4.279835793883201 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [1.8148733248300208, -0.05302931993949842] Predicted: 4.369021689806005 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 3.280743149901844 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 4.285516714701147 Movie Vector: [1.928983766821091, -0.07347129402221003] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 4.210005757940484 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 3.670954373312987 Movie Vector: [1.8220099879632303, -0.8183541878534202] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.173729632252474 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.254878191222098 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.764289520052683, -0.5325715460410576] Predicted: 4.196534660831459 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 3.0034473794884256 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.500260964045749 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 2.285443321133183 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.608511515387259, -0.6102643561014071] Predicted: 3.324869888027459 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 3.196811903897366 Movie Vector: [1.1297065078520776, -1.1023718492867078] User Vector: [1.9163845508563406, -1.3007857793357638] Predicted: 3.5989017237418066 Movie Vector: [1.9128707211883353, -0.7975889095311854] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.096873965125248 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.3947797848937773 Movie Vector: [2.013748874256746, -0.27638241544700215] User Vector: [1.524407896983178, 0.5366402774357513] Predicted: 2.921456750354126 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.232049108745779 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.3318403669848913 Movie Vector: [1.5153350539988744, -1.2528255756597688] User Vector: [1.8171663070286315, 0.6376268633687618] Predicted: 1.9547805618300647 Movie Vector: [1.2485972289867693, -1.4070397269636465] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.0436365022477494 Movie Vector: [1.4899614815156903, -1.414112547144512] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.9923055971070394 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.100089685341924 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.7080021832795356, -0.15845722456304354] Predicted: 3.582512174725891 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 4.226937221773654 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.8520239215671515 Movie Vector: [1.6901801831249574, -0.7837564128245986] User Vector: [1.4548754003784439, -0.22646005986899823] Predicted: 2.636491094806604 Movie Vector: [2.025146514620395, -0.779093297472468] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 4.0554075613696225 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.9074074684697715 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 3.880742528849173 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.462520530796802 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 5.171276670576408 Movie Vector: [1.946539910113518, 1.1721440973838928] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.391264121321327 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 3.9345172739046723 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 2.921361717814003 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 3.570304666759482 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 4.046381755351245 Movie Vector: [1.3107852866674023, -0.9940205363231095] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.364055914339996 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.9328541341769958, -0.8929640240953308] Predicted: 3.866693152844135 Movie Vector: [1.6095786192022565, -0.25934113611161114] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.110320591484444 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.91014527458587 Movie Vector: [1.3690220479818083, -0.9560741742568988] User Vector: [1.406558296179939, -1.0472884561742613] Predicted: 2.926894765187652 Movie Vector: [1.3259209413036128, -1.1127565571096736] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 2.7873957032197256 Movie Vector: [1.22484801977308, 0.9610298567424203] User Vector: [2.151393895760849, 0.009311814410221076] Predicted: 2.644079484643235 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.8386393507554961, 0.10912797777833075] Predicted: 2.980415238416903 Movie Vector: [1.4688618661100967, -0.7056100319186547] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 2.987512875038705 Movie Vector: [1.7424503616167264, -0.6573617795431993] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.123024618719896 Movie Vector: [1.6002451602798122, 0.11465959669747099] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.902695315149807 Movie Vector: [2.0495554886891774, -0.6608555626243098] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.259089605745863 Movie Vector: [1.7738289853871971, 0.24166364565070486] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.148679325857258 Movie Vector: [2.036290016169283, 0.21482095504091786] User Vector: [1.691900131089057, -0.6208494304238874] Predicted: 3.311827877711878 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [1.8225996556946003, -0.13485368606644624] Predicted: 3.4738984199867073 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.9659474125241374, 0.08319117013821664] Predicted: 4.329968359339954 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [2.014258994949888, -0.32651188819797705] Predicted: 3.78263293385325 Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 5.162058655270286 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 3.2943393908115373 Movie Vector: [1.9465680060569015, -0.43181594629749226] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.461227605701098 Movie Vector: [2.233042214192103, -0.5244944424044595] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 4.206361822022323 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.4800008351162734 Movie Vector: [1.9702124730353132, 0.3799105499096174] User Vector: [1.7213000822154723, -0.04582818873613635] Predicted: 3.373916279433526 Movie Vector: [2.2749270699817674, 0.610429722496464] User Vector: [1.8914850114983714, -0.2803186346812675] Predicted: 4.131875628743346 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.6316500186993654, -0.3953043550061627] Predicted: 3.5811974236688724 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 3.8324354648151298 Movie Vector: [1.6693645089499394, -0.16680363947316895] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.334360596931864 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.6746087318770886, -2.11463125502669] Predicted: 3.5145719102964046 Movie Vector: [1.9843190131363015, -0.3310154527083281] User Vector: [1.9865601032864089, -0.3289074543000331] Predicted: 4.050842433573505 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 3.5655156087488016 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.103199907407065 Movie Vector: [2.2728016307911827, -0.2337596039351849] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 4.288003457845088 Movie Vector: [0.7280984425479127, -1.2219638425839325] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 2.0294733510620553 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.844956111623995 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.7069633051609037, 0.619991950209418] Predicted: 3.822299963835499 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 3.7498270442946513 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.535788356019572 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.222263960420679 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.0380525832165173 Movie Vector: [1.1852754420875424, 0.16531347552533976] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 2.315283557580704 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.457159443844027 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.7120955021360131, -1.126941896881786] Predicted: 3.609973112214139 Movie Vector: [1.9056562460863267, 0.17282072016790398] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.3527425503988044 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.5776366988896884 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.9148500558058945 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.0806888632582323 Movie Vector: [1.8006369031641547, -0.42304186982055464] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 3.7426291012175366 Movie Vector: [1.4899614815156903, -1.414112547144512] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.9333028787725794 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.8230023602844376, -0.1678110595512537] Predicted: 2.926790459007928 Movie Vector: [1.3822129170882844, 0.1703305018008785] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 2.913505727955282 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 3.965231007891891 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 3.5146573498723774 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.975137751376739 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 2.2422834146785613 Movie Vector: [1.608325204705704, -1.2571437136869617] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.4768573477020963 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.5553951209684118, -0.9511323036188765] Predicted: 4.0219448490226135 Movie Vector: [1.8435532827820915, -0.6202294712655793] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.710445504535756 Movie Vector: [2.095511627348013, -0.3697700601082142] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.6081494168049097 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.98541314411039 Movie Vector: [2.182624478210368, -0.4579459912612763] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.616364560256047 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.7923963549145143 Movie Vector: [1.7708608747709509, -0.17382077835637433] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.496675492896507 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.527039997685992 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.69068910406048 Movie Vector: [1.5889026658385923, -0.6429098224719851] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 2.759490791250099 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.393061311716842 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.0861741092349515 Movie Vector: [2.1159581646119556, 0.1331865624507884] User Vector: [2.092058544861514, -0.10206106921418187] Predicted: 4.413115195877239 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [2.071684845418985, -0.2300555981170248] Predicted: 4.401442465981379 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [2.1573378915984462, -0.37539489807622595] Predicted: 4.345762243705689 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.301150806964849
avg loss: 1.0504929456614096: 44%|████████████████████▎ | 6640/15000 [00:09<00:12, 668.18it/s]
Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 3.1779769170519283 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.396725834054316 Movie Vector: [1.3089857676438326, -1.6920320271032883] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.773833736023799 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 3.910101226423047 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 3.9981333750859274 Movie Vector: [1.3774030481321684, -0.48768748452983884] User Vector: [1.7076442328149102, -0.9639393704843402] Predicted: 2.8222155382353598 Movie Vector: [1.3984746146762366, -0.5135286875035411] User Vector: [0.9276019865633539, -0.720808627077972] Predicted: 1.6673837389366784 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 3.7709024918574947 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 4.1719416809749115 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.7445650041379284, -0.6803961202283563] Predicted: 3.4275904468010756 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.9455209744919653, -0.06754504693648923] Predicted: 3.952413155225812 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.0726707257136738, -1.8707909020599116] Predicted: 2.411975046380154 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.352104973005882 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.5947311516098146, -0.19344833627290475] Predicted: 3.05159992941105 Movie Vector: [2.306141535717428, 0.11300853352967706] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.802283690589029 Movie Vector: [1.8631554942507405, 0.5720792516992027] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.655049333675928 Movie Vector: [2.0023654631392716, 0.6320586854864261] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.939713495940126 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.208836829804998 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 4.593329061974235 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.836822920320722 Movie Vector: [1.8508308879778665, 0.11872617939220684] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.223171975450982 Movie Vector: [1.41726542351569, -0.73259677844223] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 3.216099197809293 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.213224386905759 Movie Vector: [1.6683068457906196, -0.27116490497280565] User Vector: [2.050119773154501, 0.6703883495968126] Predicted: 3.2384430591310704 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 3.933695912599354 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.3108222879596076 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 2.868457530939045 Movie Vector: [2.3106873306263758, 0.20921122825596722] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.45060819741824 Movie Vector: [0.7280984425479127, -1.2219638425839325] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 1.9019490726210755 Movie Vector: [2.1313460532846844, -0.097341487672652] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.9975098393010366 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 2.8529697943905448 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.355033012074949 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.337370814654632 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [1.7985122385970393, 0.3985941608457964] Predicted: 2.2789508684299755 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [1.9633838080163317, 0.3011606176468828] Predicted: 4.5361695624041465 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.4127152570991863 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 3.469341931591147 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.779610939664432 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.5613650259317216 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.8915050832083837 Movie Vector: [-0.27525955668785995, -0.17037386847970365] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: -0.26024951571359545 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.8460826521758313, -0.22731011869312517] Predicted: 3.828795823727874 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [2.2627806734472027, -0.03771589577644197] Predicted: 4.775974211548915 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 2.729428297364455 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [2.014258994949888, -0.32651188819797705] Predicted: 3.005572672151496 Movie Vector: [1.7539689910165996, 1.0736303468277453] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.2841387555602437 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 3.984725482057969 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.566264979899373 Movie Vector: [2.086734204828944, -0.08884869352322308] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.7344423701147584 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.653670112218131 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 1.9097647759272318 Movie Vector: [1.836241649999868, -0.6015087527452682] User Vector: [1.753773436274844, -0.27563330238742345] Predicted: 3.386147672285376 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.900237665745585 Movie Vector: [0.9097230278915889, -0.36373348438898784] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 2.162430718159377 Movie Vector: [1.717243428855542, -1.056051932254176] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.379739191399285 Movie Vector: [1.9214755896028461, -0.5220546377886168] User Vector: [2.098237734761172, -0.7315426209895826] Predicted: 4.413617806554815 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 4.161683030002286 Movie Vector: [1.7790084613157577, -0.6413697099166507] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 4.041976800612187 Movie Vector: [1.750311881887398, 0.8388546964489572] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.045370846160646 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.8858305246872513 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.54859814918348 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 2.5501266757246546 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.1295747008607733, -0.05167941234258269] Predicted: 4.17615493316645 Movie Vector: [1.8410609343171367, -0.3084756442090174] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 3.9365906986055696 Movie Vector: [1.834504217417884, -0.9343491953550064] User Vector: [1.7730006662082032, 0.01695719453217444] Predicted: 3.2367332585770514 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 5.171902173473266 Movie Vector: [1.2596192303235323, -0.6285097674867632] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 2.111397548260953 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 4.481191458491278 Movie Vector: [1.9702124730353132, 0.3799105499096174] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.62069150852589 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.4431989950174327 Movie Vector: [1.3696616506683101, -1.145823034238985] User Vector: [1.610690061476769, -0.1455627249244816] Predicted: 2.372889531462378 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 4.859164016649957 Movie Vector: [1.8006369031641547, -0.42304186982055464] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.8500933202762373 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.3364270600010117 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 4.058289754426547 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.359414707867056 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.8530560574756865, -0.5805462198914617] Predicted: 4.365432489416366 Movie Vector: [0.07928244747721302, -0.03448604953229022] User Vector: [1.5264215032188109, -0.8813626486416742] Predicted: 0.1514131486140012 Movie Vector: [1.220712851490078, -1.1042299637803035] User Vector: [1.4455880206515337, -0.7232741380131182] Predicted: 2.563308849990887 Movie Vector: [1.5976600051602399, 0.12649164011676753] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.39883485522396 Movie Vector: [1.990927421385939, -0.21817999642668584] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 4.366784282847939 Movie Vector: [2.25247173886648, -1.02058649692316] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 5.977031273077844 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 4.394559150849349 Movie Vector: [1.6416441596523712, -0.34799795827817287] User Vector: [1.866252418370578, -0.32113387904303403] Predicted: 3.175476317296099 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 2.727165384195497 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 2.835138007586312 Movie Vector: [2.2272557186904747, -0.2821281107034602] User Vector: [2.0300615201298493, -0.2846715271829401] Predicted: 4.601779970137877 Movie Vector: [1.8285525310049857, -0.5283829324513984] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.117438767088122 Movie Vector: [1.400783570246851, -0.49290331615610294] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.4697452835916454 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.3682689041984424, -0.49025200547515363] Predicted: 4.787187720348152 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [2.325758434340732, 1.3935342353975773] Predicted: 3.635462667786885 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.5327290648689944 Movie Vector: [1.9337688921306404, -0.44712910045311266] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.110220082657356 Movie Vector: [1.7848097544581947, -0.400528156685965] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.814059091279361 Movie Vector: [1.9326815458114657, -0.46967903249914034] User Vector: [1.8225996556946003, -0.13485368606644624] Predicted: 3.585842668763916 Movie Vector: [2.0473204416440898, -0.13455240851294956] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 4.433513534644224 Movie Vector: [1.3363512035594574, -0.31330860116820247] User Vector: [1.7536338463060572, -0.7041748105910653] Predicted: 2.5640947259978706 Movie Vector: [1.941119990044628, -0.45555587313965634] User Vector: [2.0332196715288937, 0.6634896317283175] Predicted: 3.6444667500556056 Movie Vector: [1.7915598555939383, -0.3850594141992451] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.2007566877940805 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.761488610986167, -0.017874013542006652] Predicted: 3.6751407238968676 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.2314916463149452 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.8747010624390459, -0.5342621037248929] Predicted: 2.974281017410585 Movie Vector: [1.8182866992586826, -0.5439743487352097] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.208393133536232 Movie Vector: [1.8760954806215877, -0.1451242506714902] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.4831119122486625 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 2.8794995656722784 Movie Vector: [1.668100794884583, -0.9121701067076653] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.657688592193198 Movie Vector: [1.1792254976106193, -0.11229396761650948] User Vector: [1.8891736875803509, -0.5857510306302389] Predicted: 2.293538089074757 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.240161218719077 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.7443217486126255 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 3.833547941157427 Movie Vector: [1.6356086865128705, -1.0432117350265115] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.024524552360184 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.9455209744919653, -0.06754504693648923] Predicted: 3.3017458669728312 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [2.013040600642895, 0.30890398680522585] Predicted: 4.767890967521891 Movie Vector: [1.4966050379187406, -0.3188286878934715] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 2.7736722290323135 Movie Vector: [1.2863786967968578, -0.4945991041005119] User Vector: [2.055461702743013, -0.41354863420932475] Predicted: 2.8486429304723293 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [1.965323906622771, 0.013260523538646896] Predicted: 4.134325190047691 Movie Vector: [2.109626679141123, -0.062353916070800944] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.8135500064774064 Movie Vector: [0.9112549870787147, -0.7550112990448524] User Vector: [1.8924776358275093, -1.2713775349300727] Predicted: 2.68443408780675 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.5244472940435574 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.579434900169816, -0.0328889286819658] Predicted: 3.3434411739515077 Movie Vector: [2.0474296482959833, -1.2135911837893882] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.209427462150611 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.4755321826176413 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.5309948422769342, -2.206067602298383] Predicted: 3.184765641771765 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [2.130819046013157, -0.09606024703581818] Predicted: 4.357311717549897 Movie Vector: [1.8860113088729595, -0.5997456627063549] User Vector:
avg loss: 1.0532929613938735: 45%|████████████████████▊ | 6803/15000 [00:10<00:11, 688.05it/s]
[1.8511553454297163, -0.4031055484891203] Predicted: 3.733060720280291 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 4.312633400966994 Movie Vector: [1.2641345651005234, -0.536493822102894] User Vector: [1.5419688499254465, -0.13834439458127662] Predicted: 2.0234770345144786 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.900369295675613, -0.06486869539160076] Predicted: 2.617859568179744 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 4.013588769871986 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.9519453200455021, -0.02795320588855691] Predicted: 4.045355875074163 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [1.7289044236888884, -0.8520236561603315] Predicted: 2.826663005412565 Movie Vector: [1.8052667286397253, 0.5274198807668886] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 3.7890981739379974 Movie Vector: [1.96729861477042, -0.6184959426495691] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.358261541193187 Movie Vector: [1.9787844951020166, -0.6815902814187269] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.716891311278376 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.9090184609346037, -0.5611550431904594] Predicted: 3.6202687430284626 Movie Vector: [2.1381360535549474, -0.18562651114837211] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.692958379981888 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 3.877424424941662 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.7016243114612832 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.799484929721152 Movie Vector: [1.9889040533117965, -0.3580995771030889] User Vector: [1.9745982321513127, 0.23042098148618978] Predicted: 3.8447727715621705 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.6472273291403936 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [2.0182764389232997, -0.03426898120031094] Predicted: 3.7885006235199006 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.8313840239221313 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [1.9272778712574812, -0.4125252921028797] Predicted: 3.5678242262479083 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.544770515559105, -1.3171906253311916] Predicted: 3.754261955498486 Movie Vector: [2.0988819757716013, 0.2879953364709878] User Vector: [1.5513663981410033, -0.41409339058542965] Predicted: 3.1368780055237986 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 3.694258000597957 Movie Vector: [1.7195121914756875, -0.8124124276379828] User Vector: [1.6952052354848481, -0.1011255289948669] Predicted: 2.997081705976505 Movie Vector: [1.5853389329243626, -0.1813353732886437] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.6023245727690414 Movie Vector: [1.619213644312214, -0.5207790681731791] User Vector: [2.042671656506267, -0.06346900510341423] Predicted: 3.3405751464004148 Movie Vector: [1.397415807441027, -0.6947521153085613] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 2.6370595846917197 Movie Vector: [1.7800409923165972, -0.4350752684811157] User Vector: [1.7234470940217306, -0.7245541386268652] Predicted: 3.3830420618397836 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [2.5847069464790815, -0.43988668773293726] Predicted: 3.891290878848769 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.4854680808303344, 0.8656726253945725] Predicted: 5.090873951635106 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 2.3771046478461506 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.8460826521758313, -0.22731011869312517] Predicted: 2.592280271401247 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [1.5116663882209813, -1.5266743489439614] Predicted: 3.149242611686591 Movie Vector: [1.3140466825112376, 1.1870764485685046] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 2.472629443166588 Movie Vector: [2.1870101053401285, -0.24993779150336803] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.566658388699496 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.6335912342526844 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.835478692690511, -0.34438203735265477] Predicted: 4.128351589619851 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 2.878301707999683 Movie Vector: [2.0781173440072913, 0.7714895449614593] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.818492125013472 Movie Vector: [1.9987866195899966, 0.7831439778284375] User Vector: [1.6533047341622231, -0.5897245430769862] Predicted: 2.842764156259879 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.714317376748052 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.722348560308104 Movie Vector: [1.341234998829934, 0.20584250852710853] User Vector: [2.319182965270909, -1.5417589425333653] Predicted: 2.7932098334363604 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 3.1492324629708652 Movie Vector: [1.591571220903354, 0.48462414297424866] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.6618394594765267 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 4.265461420332437 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 3.175704177606396 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 4.164413727911541 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.9257993909284403 Movie Vector: [1.6400771472346725, -0.47550534890769636] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.306822900269374 Movie Vector: [0.569318214654151, 0.5621028703740487] User Vector: [1.7955568553170436, -0.16335276669585885] Predicted: 0.9304221641358364 Movie Vector: [1.1003141973658237, 0.46063283085659423] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 1.9961201921704415 Movie Vector: [1.2332537755098723, -0.6452446322326755] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.1095624024521324 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.7233411958264497 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.57855153946985 Movie Vector: [1.6842794397998921, 1.0239747267379564] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 2.7712086810853562 Movie Vector: [1.9567482993336178, 0.4721225713013513] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 3.380516352226999 Movie Vector: [1.5333279564968143, 0.08394549828057683] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 2.7102515401758507 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.8242467595264733 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.9134409673361956 Movie Vector: [2.3231540993366346, -0.2219743726972117] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 3.377733307830523 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.392844725415113 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.9060516068156335 Movie Vector: [1.1166674725350771, -0.3611837183799096] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 2.8408702596804507 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.4162724031798137 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.8486678041211224, 0.9376243869623625] Predicted: 3.5679435463135647 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.524566575809315 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.356347316070416 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.203317038483496 Movie Vector: [2.092307115543934, -0.15377640475237614] User Vector: [1.5046517598149787, -0.25827813792690807] Predicted: 3.1879106669531203 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [2.0300615201298493, -0.2846715271829401] Predicted: 3.9148615171612757 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.5605884310858704, -0.09210168298944983] Predicted: 3.0609950803532766 Movie Vector: [1.5034756424752755, -0.49529617261049524] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 3.043979930272154 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [1.7653654613902694, -0.6247030668131806] Predicted: 4.266769480673415 Movie Vector: [-0.4548048115116515, -1.9978902795576403] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 0.21281531156023803 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.043605631199934 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 4.24521150496491 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [2.311487443891084, -0.5052116611245093] Predicted: 3.6089295018561622 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.0833618444970528 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.266858371744572 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.677494761390265 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 3.6086654624339483 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.9237758490240702, 0.2447144783673793] Predicted: 4.109693584778825 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.1314331597249 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 4.27791822977209 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [2.1612209223158625, -0.5586628468347409] Predicted: 5.283303496348989 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.0783642373462294 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.728785021293448 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.945529939542333 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.261025503565696, -0.8941820771616275] Predicted: 3.008652006474552 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.095614754459722, -0.41924105574689585] Predicted: 4.749789083060423 Movie Vector: [1.6207279255705478, -0.7490267037489837] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.423486269738015 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 2.8656918905877746 Movie Vector: [1.717243428855542, -1.056051932254176] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.0584459538355615 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [1.98794770036992, -0.09674230864460064] Predicted: 4.555585169089921 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.257800987166952 Movie Vector: [2.2082733335747293, -0.010508361371139866] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.243372864545912 Movie Vector: [0.8986688136781882, -1.195575190520441] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 1.4874155216463203 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 2.0742232192717016 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [2.4707550997055012, -0.27817311416713536] Predicted: 4.286406594478214 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.339629289128815 Movie Vector: [1.4214695325248727, -0.5927621729426004] User Vector: [1.7366509794631804, 0.352472549434016] Predicted: 2.259664061631264 Movie Vector: [1.1521288840494557, -1.1219443294447526] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 2.5853263372733943 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.8714888670131504 Movie Vector: [1.8227670620707637, -0.14813930906554706] User Vector: [2.151393895760849, 0.009311814410221076] Predicted: 3.9201104849801007 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 1.882705436613276 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.5025868417924104, 1.115282760528382] Predicted: 3.9813529006979462 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 4.841423855349847 Movie Vector: [1.6821842057728726, -0.4649603949188608] User Vector: [2.0211591674105893, -0.797678069916296] Predicted: 3.7708507391775385 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [2.012463285243801, 0.7854789230180301] Predicted: 4.1913146182537036 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [2.0211591674105893, -0.797678069916296] Predicted: 3.9639196532144214 Movie Vector: [2.0136953853031168, 0.18649876370389495] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.7968831964125287 Movie Vector: [2.0650617465891137, -0.5175886899067772] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.427554512945556 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 4.150280617700909 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.7078426675386922, -0.6219737928832061] Predicted: 4.144492381769623 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 4.031290299325972 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [2.221101054035979, -0.4797406395513427] Predicted: 4.059539467703246 Movie Vector: [1.1337608033664637, -0.21756814064453067] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.1068837692478732 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 2.666605326694629 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.4445974519358336, -0.09780775686276774] Predicted: 2.984863100512634 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.9230585228385677 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.894477005425372, -0.2190865065684465] Predicted: 3.978295593935186 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 4.629600423395971 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [2.0019899662584977, -1.05206964038454] Predicted: 4.238002184992275 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.9117888743145952, 0.1669119721499493] Predicted: 4.100371126473281 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.274975690693592 Movie Vector: [1.4263780528307954, -1.601439698753227] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.3931867186189066 Movie Vector: [1.138834791441209, -0.7884634575822522] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 2.5719752036320758 Movie Vector: [2.1464644203579426, -0.18079275675978296] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.778012249651931 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 4.7292830381733335 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.489801611743526 Movie Vector: [1.1017846893305971, -0.452296336134286] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 2.1238652926779213 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.486785542283366 Movie Vector: [1.8716828167261, -0.7568914388764679] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 3.3624206629795896 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.7301742106419906, -0.46968269511944494] Predicted: 4.010822749243878 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.8168130759412482, -0.1803772318715095] Predicted: 4.040624341988633 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.308812921959085 Movie Vector: [1.315350295338097, -0.0795826775334232] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.273849624853722 Movie Vector: [2.055534490325937, -0.505155833202577] User Vector: [1.853545298378192, -0.17753049135717228] Predicted: 3.8997068534782486 Movie Vector: [2.005882260985358, -1.9818400886344802] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.978241777449961 Movie Vector: [2.0729605333149017, -0.9931397961958173] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.490309096256331 Movie Vector: [1.3462870812953749, -0.6296470505229779] User Vector: [1.9976518923346582, 0.2867108477543945] Predicted: 2.5088862959339124 Movie Vector: [1.4839435683874858, -0.46624775491413734] User Vector: [2.328228320016535, -0.565935263066441] Predicted: 3.718825487057608 Movie Vector: [2.2958722196602146, -0.12535088555421267]
avg loss: 1.0560047630470712: 46%|█████████████████████ | 6873/15000 [00:10<00:11, 685.03it/s]
User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.510464325457405 Movie Vector: [1.1529516963978073, -0.5338745647752013] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 2.9894133084276593 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 4.36420809180992 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 3.9727733435341346 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 4.112433406502612 Movie Vector: [2.071402121805546, -0.09235446953388521] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 4.320974925820588 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.132045514791466 Movie Vector: [1.9826940397097377, -0.28389446469233565] User Vector: [1.8063205617973483, -0.10293505734598112] Predicted: 3.61060370468406 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 5.739240800955266 Movie Vector: [2.1083354170906303, 0.11911459069712381] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.70259370740231 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.1850388726943915, -0.7964930362293337] Predicted: 3.934408387857006 Movie Vector: [1.8229570399240425, -0.8130313726129639] User Vector: [1.523690278483379, -1.3404059676450468] Predicted: 3.867414023558161 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.054505634235043 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 3.6413381218287912 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.492339053863879 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.5057197531859052 Movie Vector: [2.0934963105643454, -0.20557155475818875] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.1008639887087135 Movie Vector: [1.4738094117106837, -0.048657449913900086] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 2.6794731622806487 Movie Vector: [1.6778922321110572, 0.23130848120744454] User Vector: [1.708939705956412, -0.32817367005305814] Predicted: 2.7915073045781718 Movie Vector: [2.1434379274173967, 0.0221630553965208] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 3.7411722421312703 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.785133171813352 Movie Vector: [1.450317346673037, -0.8935857855598528] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 2.8794213324944526 Movie Vector: [1.2794913848157974, -0.37408095799015934] User Vector: [2.5847069464790815, -0.43988668773293726] Predicted: 3.471663503847786 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 3.438397369692619 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.5638811978440748 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.918202144939361, -0.1917887436996096] Predicted: 4.025262400190364 Movie Vector: [1.3140466825112376, 1.1870764485685046] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 1.7489270355816844 Movie Vector: [1.7895564134601825, -0.2811242290955198] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.3980135156792155 Movie Vector: [1.941119990044628, -0.45555587313965634] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 3.9369770217734112 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.4548754003784439, -0.22646005986899823] Predicted: 3.2388198866469087 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 2.8003038704648664 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.8586893458051086, -0.0571393895271679] Predicted: 3.9927954518511224 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 4.221774977897642 Movie Vector: [1.7947785186751022, -0.4602474825189391] User Vector: [1.7530960584012851, -0.22235727381527398] Predicted: 3.2487585222858733 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.8034813556012805, -0.3656082056238218] Predicted: 3.2667295051627967 Movie Vector: [2.001604379015019, 0.06664368379664466] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.8445631209292164 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 3.9245272634219015 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.678674011469432, 0.14909781266517316] Predicted: 2.628325639202052 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [2.7069633051609037, 0.619991950209418] Predicted: 5.165361486242768 Movie Vector: [2.068081297636242, -0.4855345825907039] User Vector: [2.022061967574025, -0.4097629796381481] Predicted: 4.380742635081114 Movie Vector: [1.8100606585947958, 0.22871708733564175] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.7056593680170207 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.971953480455325, 0.07022318007034903] Predicted: 3.7180174771836105 Movie Vector: [1.0729103406741083, -0.6958431833714602] User Vector: [1.5151290929082033, 0.2786521950638537] Predicted: 1.431699440770716 Movie Vector: [1.6861761498066203, -0.7676575574054305] User Vector: [1.523690278483379, -1.3404059676450468] Predicted: 3.5981829783249406 Movie Vector: [1.2376764056193654, -0.3357110260374403] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.044397585875459 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.9553312324999608 Movie Vector: [1.8242286085498634, -0.556916378938176] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 3.0083609865167222 Movie Vector: [2.068420136499309, 0.022511109223953128] User Vector: [1.8323574526107982, -0.3506985196589418] Predicted: 3.782190439564032 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.863742767192217, -0.5516717989175812] Predicted: 3.5501050991073706 Movie Vector: [1.6861761498066203, -0.7676575574054305] User Vector: [1.920990981742082, -0.23854476837916966] Predicted: 3.4222498716329013 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 3.58090425949465 Movie Vector: [1.6731606468519784, -0.8565889237072276] User Vector: [1.6649047847906764, 0.036797288167382355] Predicted: 2.7541330172006795 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.8632386668921415 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 3.1908515953449954 Movie Vector: [1.3453791894341078, 0.5056641805476592] User Vector: [2.0008538256781145, -0.8427659510859357] Predicted: 2.2657505441176173 Movie Vector: [1.7714758293299935, -0.713279691209551] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.536854817604742 Movie Vector: [2.1702765083387043, -0.6120771415782308] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.3696067543986703 Movie Vector: [1.4839766631471178, 0.9872629495757703] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 2.4713210900187583 Movie Vector: [2.017191019047524, -0.07072953000012956] User Vector: [1.8407175139997711, -0.5239956335913456] Predicted: 3.750140802729859 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [2.358253854811457, 0.8190442625578115] Predicted: 5.386307913826317 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.3192110783259414 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 3.24200250099253 Movie Vector: [1.3670349283473189, -0.7718257142429982] User Vector: [2.056123722340799, 1.0856487274114015] Predicted: 1.9728613409920697 Movie Vector: [2.3889922270225328, -0.6281807788850092] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 4.098233622796874 Movie Vector: [2.0288890615593607, -0.1961724079217385] User Vector: [2.2410986113179883, -0.39612525845397234] Predicted: 4.624649304168476 Movie Vector: [1.6353066313510256, -0.02230239892263925] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 3.539511142035532 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.7960025469585266 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.476117755511816 Movie Vector: [1.2353631220958028, 0.34662365205470763] User Vector: [1.6261882331634745, -0.33360035073068844] Predicted: 1.8932992009392846 Movie Vector: [1.7267114955373828, -0.17853093078232596] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 3.6903982542992515 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 3.2069036275153655 Movie Vector: [1.6778922321110572, 0.23130848120744454] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.2279070913512284 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 4.78874770421733 Movie Vector: [1.5187177419638045, -0.5590242926105319] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.17772293183858 Movie Vector: [2.036314901225344, -0.4218224094326716] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.1269787299723464 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.5530508527907023, -0.34148470480913395] Predicted: 3.001617456644661 Movie Vector: [1.4852330278981771, 0.3839015046284749] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.9241549377246385 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [2.0618408277999576, -0.22138078224437388] Predicted: 4.663060226545044 Movie Vector: [1.1652250795016021, -1.2569423050706563] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.792635363869874 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 4.433981586236468 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.220387784947254 Movie Vector: [1.7327147742057332, 0.11943683871952634] User Vector: [1.9304047731055543, -0.7250470713322009] Predicted: 3.258243540434491 Movie Vector: [1.8089613198050545, -0.6516492998150991] User Vector: [2.0300615201298493, -0.2846715271829401] Predicted: 3.8578087681056052 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.8332034324672004 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.281164411802166 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.2047986399879735, 0.8784928313283425] Predicted: 2.9892910471200627 Movie Vector: [0.8919191457757623, 2.1656293759469927] User Vector: [2.2074584013216967, 0.45431155656391725] Predicted: 2.9527448643694005 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8924776358275093, -1.2713775349300727] Predicted: 3.436100802550519 Movie Vector: [2.2039013207314064, -0.16566204766308568] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 3.76247503810359 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.7943714747286081, -0.2766590441989037] Predicted: 3.380113580483191 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.6263867821970168, -0.14268246495458134] Predicted: 2.254343696838541 Movie Vector: [1.1533124731251436, -1.0875932709049823] User Vector: [1.7848539532636312, -0.5438076140323623] Predicted: 2.649935828694159 Movie Vector: [1.6513148154548019, -0.1196683226306056] User Vector: [1.9296513638193002, 1.0385117286170755] Predicted: 3.0621849291415586 Movie Vector: [1.722182112235672, 1.082473079962069] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 2.503773808689587 Movie Vector: [1.3885392527214209, -0.7904379185386071] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 2.605679893266244 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.8003621921098456 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 3.5625205731741656 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.910281493243696, -0.5038225860852866] Predicted: 3.716251559281045 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 4.270286227970249 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.669120914462927, -0.3611748201200711] Predicted: 3.395849886199932 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 3.49010658331084 Movie Vector: [1.0885598390464206, -1.7642407279070116] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 2.6589175656893778 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.9205198449127878, -0.20723357842206175] Predicted: 3.775902004800003 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.7881934820727905, -1.055148325434953] Predicted: 2.877222860495516 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.8929715388492576, -0.3013338407755007] Predicted: 3.5645054708614827 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.889706705591832 Movie Vector: [1.6923151813075956, -0.43421406659450335] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.449195130414896 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.9968550167860455, -0.5053167282095341] Predicted: 3.793566545538198 Movie Vector: [0.9685380275522049, -1.1864355201497363] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.0891177418625047 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [1.2109560880133088, -0.1213774758100449] Predicted: 1.712389282891731 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.2333610498067955, -0.7763169941588094] Predicted: 4.7609244943708395 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.0985549346178467 Movie Vector: [2.067080893873846, -0.28417255408475417] User Vector: [1.8148733248300208, -0.05302931993949842] Predicted: 3.766559451846023 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.792701365164645 Movie Vector: [1.5362874022070458, 0.6171675242633918] User Vector: [1.7820213436254888, -0.07277371345021814] Predicted: 2.692783368114387 Movie Vector: [1.9638201416807761, -0.17264424505592543] User Vector: [1.9558010235731407, -0.31491615855358873] Predicted: 3.8952099056622083 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.862222819335002 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.983258343794388 Movie Vector: [1.3864808555646297, -0.8361997478413917] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 3.1664732080836586 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.6054713670051477 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.8590509945202793, 0.17106730316719743] Predicted: 3.160902913457114 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 3.054466809503864 Movie Vector: [1.8747234768128438, -0.12715465697346187] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.5227874770661707 Movie Vector: [2.0510209314432175, -0.9416256965627802] User Vector: [1.4548754003784439, -0.22646005986899823] Predicted: 3.1972205104358147 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [2.0236095695494707, -0.43524465441075544] Predicted: 3.4629836135395253 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [2.1969808645330766, 0.06818342791445085] Predicted: 4.156508583472645 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.2970136764058804 Movie Vector: [2.1004099836669825, -0.322970771594816] User Vector: [2.0455225561653645, 0.4244145985837389] Predicted: 4.159362488405043 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 4.235719070036643 Movie Vector: [2.3541585075940423, -0.3188189022808328] User Vector: [1.8956083262622416, 0.044118455129799235] Predicted: 4.448496670901551 Movie Vector: [1.938357242413817, -0.2947217002120716] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.454000740888117 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 2.4126908399781484 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 3.476244326808295 Movie Vector: [1.7981106952429664, -0.43531946662885557] User Vector: [1.977421176763925, -0.10760944859929535] Predicted: 3.6024666547076163
avg loss: 1.0532666048522663: 47%|█████████████████████▌ | 7028/15000 [00:10<00:11, 712.25it/s]
Movie Vector: [2.2793635619867394, -0.22795010008578626] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 4.231056767877179 Movie Vector: [1.8590098148403165, -0.9721728127291684] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 4.094252690339216 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [1.796623441379118, 0.17903875722881724] Predicted: 2.538112337083543 Movie Vector: [1.41726542351569, -0.73259677844223] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.0696945250529937 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.782810203085858 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.609268866199801 Movie Vector: [1.1157298531914308, -0.8070317217405321] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 2.120673843295048 Movie Vector: [1.3562130819408933, -0.22551602935728443] User Vector: [1.4163796132751738, -0.38552470416048035] Predicted: 2.0078545610195873 Movie Vector: [1.5089864889128186, 2.0512903526771873] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.1420891194056915 Movie Vector: [2.102077932745739, -0.20255742178749075] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.825100445396346 Movie Vector: [2.0991720318374303, 0.04720307079444302] User Vector: [1.5419688499254465, -0.13834439458127662] Predicted: 3.230327603476591 Movie Vector: [1.7424503616167264, -0.6573617795431993] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.9123985202624336 Movie Vector: [0.9558158681198698, -1.5186282145684669] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 1.8373466736912594 Movie Vector: [2.0726462989248975, -0.32822414273257183] User Vector: [1.7753030734355923, -0.14140476643529956] Predicted: 3.7259878028678015 Movie Vector: [1.8046385684568838, -0.5958442570270929] User Vector: [2.0562746089934234, -0.9250366919713895] Predicted: 4.262010267178622 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [1.707997056669774, -0.8868661484371904] Predicted: 3.5444982787044124 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.957370576733358, -0.061351417045021936] Predicted: 3.1386311499894646 Movie Vector: [2.110811416331662, -0.35188978994828085] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 4.016343431726515 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [2.138820069557317, -0.017300980395369047] Predicted: 4.742289415226982 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.971953480455325, 0.07022318007034903] Predicted: 3.3503199519089275 Movie Vector: [1.4944615187469696, -0.7762815725060245] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.221335034581421 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 2.7866821247241766 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.755879099727727, 0.7060875589462566] Predicted: 3.1790876653289195 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.3441957053657214 Movie Vector: [1.5905578663334656, -0.5005982770328805] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 3.4467978753413164 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.9058537074788764, 0.27049185918427165] Predicted: 4.076623520745291 Movie Vector: [1.5193562504435378, -0.21487302860350085] User Vector: [1.7352902258842713, 0.06494571858997952] Predicted: 2.6225689677825867 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.6502026088979163 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 3.2624795554356685 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.7472609878637835, 0.45263671600193356] Predicted: 3.554480383256079 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.9618092370264448, 0.48982623759775396] Predicted: 4.071992351887329 Movie Vector: [1.742406677206578, -0.5953276668847586] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.3043825724923472 Movie Vector: [1.3792287602017166, -0.5058000252437945] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 2.9553862147536147 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [2.114164360055069, 0.5906320131062156] Predicted: 4.5222558189440525 Movie Vector: [2.0906226773302596, -1.2849457676272844] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 5.400246616676888 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7426641692167137, -0.16027187376735447] Predicted: 3.1492538466693842 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [2.0678739280128164, 0.5255933743372] Predicted: 2.814273908717401 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.8650095458451137, -0.3833211191986785] Predicted: 3.380423695753051 Movie Vector: [1.7466999888762018, -0.6871702335812575] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 3.758710261185024 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [2.0300615201298493, -0.2846715271829401] Predicted: 4.270973106762121 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.011888344848084 Movie Vector: [1.9439832740689293, -0.29573045500148715] User Vector: [1.8752265931286938, -0.5634664765896935] Predicted: 3.812043329631397 Movie Vector: [1.7941071402797455, -0.5764879126056319] User Vector: [1.9519453200455021, -0.02795320588855691] Predicted: 3.518113721442598 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [1.5717847153999538, -0.25329896468780577] Predicted: 2.2250076185610927 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.327310754511914 Movie Vector: [1.886901079932147, 0.023590804853329882] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.893585395849525 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.9394052389615548, -0.39469958075615386] Predicted: 3.7870069309054224 Movie Vector: [1.6353520713618206, 1.30850663102293] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 1.8909748969676357 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.553206930017367 Movie Vector: [2.4004045558053404, -0.17094200708217505] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 4.516720911847022 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.7103453058327769, -0.5936481860730083] Predicted: 4.136356931310477 Movie Vector: [2.1870698066399883, -0.3311193608760319] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 4.307930936248853 Movie Vector: [1.1487115235980023, -1.311731963263096] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.388044903267613 Movie Vector: [2.06219191944505, -0.1914109459125921] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.784085091888181 Movie Vector: [1.759202542126255, -0.4276812145587882] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 3.002433907217171 Movie Vector: [1.0874005506051219, -0.36591649288109757] User Vector: [1.9344498237880623, -0.28739248305250065] Predicted: 2.208683452984081 Movie Vector: [1.2236597807497442, -0.6447562970256936] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 3.0854780906113612 Movie Vector: [1.2151117373069993, -1.3091322418007487] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 2.7342833858747704 Movie Vector: [1.9056093379786605, 0.14189833437709867] User Vector: [1.714685103628722, -0.040584261760126535] Predicted: 3.261761106022114 Movie Vector: [1.7053120504997337, -0.4335562895561862] User Vector: [1.6369288991124964, -0.29867708935888004] Predicted: 2.9209679081056805 Movie Vector: [2.1633784273547496, -0.14987571656370433] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.591451789871679 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [2.1935586678990093, -0.48587643645187745] Predicted: 3.996161527477901 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.7603329561198173, -0.23527539953397053] Predicted: 2.3922301189324515 Movie Vector: [1.959846885122647, -0.5029085855079455] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.677979848813632 Movie Vector: [0.7994074379178219, -0.236854906202973] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 1.5158429650841363 Movie Vector: [1.5291490911049141, -0.35081602743579093] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.4452428207011554 Movie Vector: [1.3690960157378331, -0.3038967676865379] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.7420564986924565 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [2.1432895167923425, 0.3032818426198213] Predicted: 4.485951530859846 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.8460826521758313, -0.22731011869312517] Predicted: 3.5257679857535917 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 2.648310354518875 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.7103730044305006 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 3.830086324110861 Movie Vector: [0.2391292176115837, -0.4409091247638865] User Vector: [1.9188353170561308, -0.32113668134888507] Predicted: 0.6004416811962238 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 3.447303663107301 Movie Vector: [1.6353066313510256, -0.02230239892263925] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 3.416800970832899 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.120302922343043, -0.09816145318821458] Predicted: 4.10521322830561 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.956719374849771 Movie Vector: [1.8497558027012238, 0.23786708165267284] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.323224495105593 Movie Vector: [1.7923681734941017, -0.38259033443035934] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 2.988044224547914 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 3.9600542537108905 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [2.0115379671551836, -0.26597170811482346] Predicted: 3.582821555965345 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.6529503059384603, -0.07712524507954466] Predicted: 2.924040144285175 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.5778700073046537 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 3.3599024524514074 Movie Vector: [2.0024471154049137, -0.3192943900136783] User Vector: [1.818406873826798, -0.19177611804279557] Predicted: 3.7024966377566044 Movie Vector: [1.469658760965921, -0.21063076699098637] User Vector: [1.9163845508563406, -1.3007857793357638] Predicted: 3.0904168509382224 Movie Vector: [2.0706323458611138, -0.027439917920884335] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.436273784814546 Movie Vector: [1.6849072904669113, 0.9632799191148796] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.547245996564869 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.3932753245566443 Movie Vector: [1.7232152245951349, -0.9198241672942098] User Vector: [1.8521557125779446, -0.654903411380072] Predicted: 3.794058907265977 Movie Vector: [1.2644772620992182, -0.4911700229903847] User Vector: [2.1864710434284675, -0.5596734140393463] Predicted: 3.0396377222944624 Movie Vector: [1.4246921257088043, -0.5519455923821142] User Vector: [1.7230039818874279, -0.470873528260541] Predicted: 2.7146467740527545 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.346013819458757, -0.14819849875668775] Predicted: 3.9329028751883897 Movie Vector: [1.5274987462233562, -0.07249245647781828] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.9692881908276707 Movie Vector: [1.8497558027012238, 0.23786708165267284] User Vector: [1.9330638630900547, -0.40304215173885394] Predicted: 3.479825637325738 Movie Vector: [1.8577369548193712, 0.5386591138501022] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.407632145894365 Movie Vector: [2.17919475933419, -0.0035249275651450707] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 5.161552187834802 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.050290215015877 Movie Vector: [2.082539431643193, -0.686857038867016] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.8189771760959585 Movie Vector: [1.3708110068313601, -0.04540221351906522] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 2.5255268495423357 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 4.743290587603207 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.5947311516098146, -0.19344833627290475] Predicted: 3.167175807183868 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.6845726080626444 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 3.146613269554919 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.325497782091748 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.8301080984522653, -0.1814409124315645] Predicted: 3.5339053383445127 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [2.1650552991347727, -0.3263921473169209] Predicted: 5.009443965466792 Movie Vector: [1.8455086516657782, -0.01044459678194419] User Vector: [2.0683902553794487, -0.3926280092889099] Predicted: 3.821332952566281 Movie Vector: [1.9427287899433043, 0.0042784137654015945] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.2413998240486124 Movie Vector: [1.6687508862948426, -1.0546162674321988] User Vector: [1.5622797637729136, -2.1986002745772146] Predicted: 4.925735355586577 Movie Vector: [1.711371477637556, 0.20351309283354116] User Vector: [2.1492578036753214, 0.6466736377442184] Predicted: 3.8097850553711257 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.110436790597992, -0.253212857967859] Predicted: 4.3956855273635576 Movie Vector: [1.4966050379187406, -0.3188286878934715] User Vector: [2.445515907562755, -0.4820054478764867] Predicted: 3.8136485920728056 Movie Vector: [1.4237351082463359, -0.43792574277612983] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 2.9769345947420844 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 4.175909755786942 Movie Vector: [1.8692118952157517, -0.20837175879926392] User Vector: [2.1136678966657856, 0.4996361884029038] Predicted: 3.8467831036460716 Movie Vector: [1.4661966081029627, 0.2134176431048289] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 2.81642935193442 Movie Vector: [2.1225950137986254, 0.8362325302990841] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.1980897734864806 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.0721418476993487 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.458621189308413 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.2633974329942497, -0.7203780832994076] Predicted: 3.6070256762539645 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.581103517480208 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 3.3563511359708786
avg loss: 1.0541677112828074: 48%|█████████████████████▉ | 7172/15000 [00:10<00:11, 666.06it/s]
Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [2.082446477000922, -0.6648023040833635] Predicted: 4.536438448794326 Movie Vector: [1.6726217811781423, -0.1589067716750789] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.300263902350507 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.5519585219402705 Movie Vector: [1.6870272585702952, -0.4248267931186963] User Vector: [1.6348788893954884, -0.42455754465252804] Predicted: 2.9384486710604008 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [1.9549136272818903, -0.6098730380178347] Predicted: 3.2789349342153034 Movie Vector: [2.0686898781794794, -0.27053575473978425] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.704865896670704 Movie Vector: [1.8641501078175182, -0.502312717985758] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 3.6979428240588734 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.535778698675879 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [2.034396932190127, -0.2941908840320053] Predicted: 4.44960910558974 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.0499992478093834, -1.1941194649112128] Predicted: 4.1392930762752975 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.2330687797728908 Movie Vector: [1.9406776539230213, -0.3543749083875008] User Vector: [1.7195314882207768, -0.12203704578871674] Predicted: 3.3803032013283163 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.1899098622679523 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.6848822944692565, -0.21862320575358535] Predicted: 3.91203594117932 Movie Vector: [2.25247173886648, -1.02058649692316] User Vector: [1.9953757899453306, 1.0261548051587515] Predicted: 3.447247837372397 Movie Vector: [1.9889040533117965, -0.3580995771030889] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.450293821369537 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.199458801354844 Movie Vector: [0.8987271930961112, -0.39090335902405954] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 1.810396118130036 Movie Vector: [1.5123065597495562, -0.8424719578062555] User Vector: [2.010233407408691, -0.8224749059036094] Predicted: 3.7330012128749956 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [1.9395793935824686, -0.19633885750711946] Predicted: 4.131151779894892 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 3.0412055383734105 Movie Vector: [1.6094567841813803, -1.217885715846655] User Vector: [1.9721593663188526, -0.29556441183344684] Predicted: 3.534068946893302 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 3.7265303091230364 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 4.488099900318001 Movie Vector: [1.0982062636848544, -0.35254972492965875] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 1.7633017155707973 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [1.6507443074145953, -0.6628746918349698] Predicted: 3.245939973776241 Movie Vector: [2.002322013351175, 0.18663813164546275] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 4.2903950035389204 Movie Vector: [1.6253662370543682, -1.0631891053693237] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 3.2167728588238513 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.9044148628959896, -0.69127077989291] Predicted: 3.4368990318789314 Movie Vector: [1.6890192489467353, 0.638239888222548] User Vector: [1.9398973157018895, -0.21627711375864575] Predicted: 3.13848722629018 Movie Vector: [2.0988819757716013, 0.2879953364709878] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 3.669659801646316 Movie Vector: [1.7949263454061968, -0.8259346844207914] User Vector: [1.8661353372925613, 0.26532697897520513] Predicted: 3.1304327263516893 Movie Vector: [2.0816679829990985, -0.060764007761155696] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 4.01320831882403 Movie Vector: [1.8006369031641547, -0.42304186982055464] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.727830299871557 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.5260253893804947, -0.6940746710266041] Predicted: 3.323738898225051 Movie Vector: [1.893421322276951, -0.04842569770582173] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.3812274651647747 Movie Vector: [1.4738094117106837, -0.048657449913900086] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 3.211913591002303 Movie Vector: [1.3880262526750302, -0.2196363380491647] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 3.6013947240158672 Movie Vector: [1.7566097216962797, -0.6217235298493893] User Vector: [2.0162974467137116, 0.21576690569703552] Predicted: 3.407700334494051 Movie Vector: [1.487939876354441, -0.29829825634846935] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 2.927555008795132 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 2.440773206864909 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.088121445875402 Movie Vector: [2.2333450786831603, 0.09394866456338871] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 4.055029151589711 Movie Vector: [1.7031153513477761, -0.6555266146390649] User Vector: [2.2671433226114517, -0.6563642612258018] Predicted: 4.291470838576588 Movie Vector: [2.1333648221101553, 0.16991427918532087] User Vector: [2.2001045865466815, 0.10506584612833222] Predicted: 4.71147791741379 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.8661589117595185, -0.20779733853621538] Predicted: 3.453380568712382 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [2.3110824489108683, -0.951489276961815] Predicted: 3.8500763254407753 Movie Vector: [1.8678668183253047, -0.5436121061907135] User Vector: [1.9997754498715024, -0.5755433521963843] Predicted: 4.048186540808078 Movie Vector: [1.5278634210919255, -0.552902019132661] User Vector: [1.7930344312748652, -0.5340541369891741] Predicted: 3.0347913309706955 Movie Vector: [2.0102829983073014, 0.7082844389521024] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.3065689040312 Movie Vector: [1.41726542351569, -0.73259677844223] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.4348630498940653 Movie Vector: [1.4860491045689086, 0.6870683334714044] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 2.043323605032839 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.4629534155985318 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [2.2546982891539717, -0.5063843159881195] Predicted: 4.575092206737319 Movie Vector: [2.2653175914179164, -0.5401181071159458] User Vector: [2.1960374441032204, -0.0495742622632193] Predicted: 5.001498210234744 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.9892524658194226, 0.11738479473195705] Predicted: 3.807136916305571 Movie Vector: [1.6774813828208066, -0.541302616562408] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.266775742519672 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 4.416463087879202 Movie Vector: [1.3673302818608364, -0.2994831847110646] User Vector: [2.0643439882242647, -1.3898213060386684] Predicted: 3.2388681581881587 Movie Vector: [1.9790604827549645, -0.5951882790814464] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.062627190386994 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [2.067309092584507, -0.41954098387113203] Predicted: 2.8517472795157293 Movie Vector: [1.617463973242968, 0.18371987699332093] User Vector: [1.6728368448693027, -0.13929785815374138] Predicted: 2.6801615443240947 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [1.8458622440327084, -0.5369768621541235] Predicted: 3.314445190689914 Movie Vector: [1.9173451492579454, -0.19696816609371617] User Vector: [1.766793642677434, -1.0248287403640575] Predicted: 3.5894118580769954 Movie Vector: [1.8291546878488856, -0.06315653303194985] User Vector: [1.9314264238024277, -0.32093764150710763] Predicted: 3.553147006090459 Movie Vector: [1.9003191897378353, -0.1454299343716034] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.55175960447784 Movie Vector: [1.9167612263179186, -0.2779384082942288] User Vector: [1.6693300412784446, 0.17206193869020686] Predicted: 3.151884475682638 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.513369902054479 Movie Vector: [1.5121951559839586, -0.16373666747340446] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 2.8716974654100302 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [2.1840992524196836, 0.31468347462042784] Predicted: 3.814460804610563 Movie Vector: [1.5747057147599812, -0.6784364662532467] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.633215120436906 Movie Vector: [1.5792560427385938, 0.24670143231078073] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 3.178306721470722 Movie Vector: [1.9490300278034416, 0.0741622971497801] User Vector: [1.874174701815978, -0.21916395335857822] Predicted: 3.636569068955403 Movie Vector: [1.6289240988690383, 0.2547032243811965] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 3.146478048685799 Movie Vector: [1.780895675669517, -0.8614078846314405] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 3.88671907906034 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 4.212024397361165 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [1.9219837528968082, -0.12838731741676357] Predicted: 2.684618507340332 Movie Vector: [1.7954695780905647, 0.37908439495940927] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 3.93599299445697 Movie Vector: [1.7924365304910634, -0.5273974261250883] User Vector: [1.9892524658194226, 0.11738479473195705] Predicted: 3.5037003494963024 Movie Vector: [1.5299921376446308, -0.37651194977216196] User Vector: [1.7575959023691508, 0.011097446232152582] Predicted: 2.684929590662861 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.8839008515754823, -0.5456029818111169] Predicted: 3.977556083660159 Movie Vector: [1.7092146446548742, -0.9666668900958671] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 3.166421801278674 Movie Vector: [1.4001266551004024, -0.6134459005045595] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 3.0103489867534097 Movie Vector: [2.17490938900115, -0.2363025542811127] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.993853617485912 Movie Vector: [1.9288510633243743, -0.3205645480885802] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 3.532451577510835 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [2.1332702592180097, 0.10127085452846271] Predicted: 3.5522100828027794 Movie Vector: [2.3183753825278446, -0.36127524175803916] User Vector: [1.3876721121051727, -0.19373934901411705] Predicted: 3.287138093878172 Movie Vector: [1.603816527434687, 0.01030345052007937] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.7833134624778 Movie Vector: [2.080397232355868, -0.2146741667329519] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.479644805241015 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 5.712120863456 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.6760265437177813, -0.4519517849367629] Predicted: 3.7427563733349554 Movie Vector: [1.4642962174667726, -0.730582954306803] User Vector: [1.723983289943144, -0.30325205812152983] Predicted: 2.745972994961714 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.983211300499984, -0.7121730937532352] Predicted: 3.507159905379258 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [2.0744127548183067, -0.3669145265872727] Predicted: 4.7859432589630035 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [2.070882403263371, -0.7620877733295256] Predicted: 4.411890390451813 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.9760760710214247 Movie Vector: [1.143988865303688, -0.7183067630364337] User Vector: [1.7152749386386181, -0.6985853225485334] Predicted: 2.464053992481646 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.363981101485747 Movie Vector: [1.9322857572990408, 0.554699040170524] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 3.1378152803130996 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [1.4147191047922056, 0.05436261875899453] Predicted: 2.592026193403821 Movie Vector: [1.6931553876885663, -0.38842533284602926] User Vector: [1.6650047675255406, -0.6398206419914743] Predicted: 3.067634338490316 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.8924776358275093, -1.2713775349300727] Predicted: 4.7978374381685045 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.9468700909063132, -0.08474049614637387] Predicted: 2.660638607829415 Movie Vector: [2.3578535536081504, -0.29017806384090467] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.636868378245663 Movie Vector: [1.6262741823523574, -0.2898178284794755] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.056040605004836 Movie Vector: [1.5251107548824692, 0.4139104498266299] User Vector: [1.8135637904287478, -0.6108039512278491] Predicted: 2.513067503239698 Movie Vector: [1.280669112835486, -0.13305107377460373] User Vector: [2.1641479628005684, -0.02087789948357955] Predicted: 2.7743352785089765 Movie Vector: [1.7504055738840154, -0.35792632185506157] User Vector: [1.8107305010151244, -0.25740730100339115] Predicted: 3.261645610245452 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.8932453930322275, -0.4962454761625414] Predicted: 3.8529547732628053 Movie Vector: [2.011917273101042, -0.08934616294767922] User Vector: [1.9214343077997618, -0.13672419602712638] Predicted: 3.8779826552884153 Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [0.9276019865633539, -0.720808627077972] Predicted: 1.5948317939733072 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [2.0588884183511285, -0.4382916458071082] Predicted: 4.388236469472831 Movie Vector: [1.294414537991249, -0.43511420723790545] User Vector: [2.063598639318954, -0.32688865526846933] Predicted: 2.8133859774056194 Movie Vector: [1.8903815266768837, -0.6523297824744764] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.476146343997054 Movie Vector: [1.6660604177185467, 0.09668358158670005] User Vector: [1.747331166611092, -0.18605973173165388] Predicted: 2.8931703720838344 Movie Vector: [1.3708110068313601, -0.04540221351906522] User Vector: [1.6441555665201582, -0.4497379573122696] Predicted: 2.274245646294403 Movie Vector: [1.668100794884583, -0.9121701067076653] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.2691720562980433 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.0698943933884735 Movie Vector: [1.4601514108027598, -0.39029244782897693] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.2677815700965305 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.0837221984398577 Movie Vector: [1.687801859843097, -0.09645919897690348] User Vector: [1.5041640828620635, -0.544305000922465] Predicted: 2.5912341609518807 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 3.2213351500464062 Movie Vector: [1.4001266551004024, -0.6134459005045595] User Vector: [1.829585033295731, -0.3856981104957245] Predicted: 2.7982556976060673 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.8379343303128075, -0.3981427467870182] Predicted: 3.827383499063978 Movie Vector: [1.7378913809469636, 0.059531371071470385] User Vector: [1.978432914346958, -0.524511327203864] Predicted: 3.407076631174398 Movie Vector: [2.2793951966564343, 0.013585243559409276] User Vector: [2.1310822015937534, -0.343385405364459] Predicted: 4.852913559626198 Movie Vector: [1.928976392278995, -0.15483620231837275] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.744339532594523 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 4.157888005408425 Movie Vector: [1.9934573508809237, -0.3825896744064686] User Vector: [1.6844014845921407, 0.10154091968116896] Predicted: 3.318934013895192 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 3.2654394457356166 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 3.7529540704804427 Movie Vector: [1.6312176875067985, -0.8551270910402051] User Vector: [2.0467362903397586, -0.8490474565248207] Predicted: 4.064715920117419 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [1.5581025862762217, -1.1816180502709464] Predicted: 3.8292227494385322 Movie Vector: [2.0729605333149017, -0.9931397961958173] User Vector: [2.008889443911118, -0.4080982521370496] Predicted: 4.5696471479759255 Movie Vector: [1.3391858649036552, -0.7472062357534685] User Vector: [1.5829177526229625, -0.5121087531604042] Predicted: 2.50247193336312 Movie Vector: [2.0041542112580446, -0.04750828161147931] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.960597589229076 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 3.1980926382591615 Movie Vector: [1.9977910514604753, -0.5011062457242206] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.095516098109603 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [2.119109450784554, -0.19258286253131346] Predicted: 3.576428647758571 Movie Vector: [2.0894646060059574, -0.18104405125891523] User Vector: [1.7912379042103241, -0.2941912190027163] Predicted: 3.7959897719168123 Movie Vector: [2.1044588280007472, -0.21837381427886707] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 4.330742159004718 Movie Vector: [1.3511013293060539, -0.5942372781879589] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.9139548952484549 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.606213618170712
avg loss: 1.0524043687154734: 49%|██████████████████████▍ | 7329/15000 [00:10<00:10, 729.31it/s]
Movie Vector: [2.1225950137986254, 0.8362325302990841] User Vector: [2.150721534838025, 0.13038269337065517] Predicted: 4.674141055501071 Movie Vector: [1.6731606468519784, -0.8565889237072276] User Vector: [1.6906994235363115, -0.45111106907859894] Predicted: 3.215228486250736 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 2.655396453646289 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.7811778454889013, -0.5498525109524951] Predicted: 3.7799328261915957 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [2.00806476672318, -0.1760572081985728] Predicted: 4.4187841021374075 Movie Vector: [1.4021600200664266, -0.6682261766932914] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.2658051568700497 Movie Vector: [1.9365472966461, -0.054949460520030795] User Vector: [1.495606887760295, -0.25500000354678504] Predicted: 2.910325587964988 Movie Vector: [2.2497526683049465, -0.48598315055723257] User Vector: [1.9171939051156732, 0.09232193465617805] Predicted: 4.268345199022217 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 2.9920995069740375 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [2.361533534476742, -0.362789269449544] Predicted: 4.098697626642309 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [2.21592524991981, -0.24649213972758102] Predicted: 3.7526408518980308 Movie Vector: [1.4980276440939915, -0.7679991330471426] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 2.9039737022018235 Movie Vector: [2.1323434166572786, 0.02392583492868634] User Vector: [2.0162694957679648, -0.005451770133349243] Predicted: 4.299248547355431 Movie Vector: [1.9915397045530483, -0.716146465610569] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.9958130448232065 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.721412293782203, -0.5006592485045311] Predicted: 3.9347187960175054 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.3666888603265708, -1.1564000567949988] Predicted: 4.38633908477032 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.798127437729465, -0.6941968359968669] Predicted: 4.186398552043646 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 3.5068148486300226 Movie Vector: [2.2164910866164305, -0.09327767213045066] User Vector: [1.5714743080976743, -0.18376457892778295] Predicted: 3.5002999288876335 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [1.898901762063244, -0.37464360803896785] Predicted: 3.2192570791127073 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.8778602081799982, -0.8700426458191726] Predicted: 4.132752219771736 Movie Vector: [1.5000057407713776, -0.5440636439461103] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.5113846190026097 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 3.408710150698422 Movie Vector: [1.467914140578938, -0.17756071948023128] User Vector: [1.9979401212205259, -0.3222369787490574] Predicted: 2.990021185759426 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.9687047645601699, 0.4435944263582815] Predicted: 3.6622937352756413 Movie Vector: [1.6871567366304778, 0.11725202766724047] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.5510152882501798 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.404714223188031 Movie Vector: [1.0235586225134647, -0.30721502473509843] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 1.4240377520482683 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [2.3105285708830148, -0.43738596749214187] Predicted: 3.9519966486142 Movie Vector: [2.001957788823593, 0.11980948393179243] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.4793667598776454 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.700021227529596, 0.3178823012433285] Predicted: 2.9636390037205667 Movie Vector: [2.0567409886878267, 0.165376624051098] User Vector: [1.5862049357802126, -0.3720048004601891] Predicted: 3.200891809847197 Movie Vector: [1.962552207113872, -0.046688635813369746] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.537676408790528 Movie Vector: [2.1225950137986254, 0.8362325302990841] User Vector: [2.1148211492495825, 0.09779704614553819] Predicted: 4.570689897827102 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [2.0836007139164625, -0.32411386739538034] Predicted: 4.827405290091798 Movie Vector: [1.3799890339052812, -1.1610289552408657] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.596260417230559 Movie Vector: [1.6969259874755767, -0.24407831715354125] User Vector: [1.977388725986763, 1.1428043798372953] Predicted: 3.076548546601777 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.8905023683059463, -0.36701536809625973] Predicted: 4.329219912569798 Movie Vector: [2.2180843188953787, -0.368654126415398] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.931494773069531 Movie Vector: [1.9040933503578426, 0.01302254735293636] User Vector: [1.5307817841778608, -0.178688210391233] Predicted: 2.9124244404207476 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 3.223706876009194 Movie Vector: [1.9084821893563584, -0.48308684329708484] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.374464565579715 Movie Vector: [1.993930516886555, -0.4389669031081424] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 4.119984986346152 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.8386393507554961, 0.10912797777833075] Predicted: 3.2764870066443628 Movie Vector: [1.2236597807497442, -0.6447562970256936] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.1876317054411416 Movie Vector: [2.003230196945653, 0.10824237439846296] User Vector: [1.6548217100375624, -0.0574882758139982] Predicted: 3.3087661526343073 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.3682689041984424, -0.49025200547515363] Predicted: 5.476819118843876 Movie Vector: [1.761537994706926, -0.6104796538285983] User Vector: [2.051607231115253, 0.052441720878546524] Predicted: 3.5819694842168803 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.7795282169105135 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.8704265408579883 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 2.98662692606124 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 2.691983273307241 Movie Vector: [0.8787910957880061, -1.2881423443916753] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 2.214993109555298 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [1.9639048081875747, 0.436610322708807] Predicted: 2.708459305806632 Movie Vector: [2.142685388133925, 0.03373148292601125] User Vector: [1.9618092370264448, 0.48982623759775396] Predicted: 4.220062551852968 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [1.9817742808159156, -0.47876687835563664] Predicted: 4.151893098701841 Movie Vector: [1.8793567296380052, -0.23950150835588566] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 2.8981811812619536 Movie Vector: [1.255051826163101, -1.4906838313025341] User Vector: [1.9829349035794237, -0.30825286179528516] Predicted: 2.9481936289308743 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 3.816364008117073 Movie Vector: [0.2391292176115837, -0.4409091247638865] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 0.7226767988421361 Movie Vector: [1.0239615845111476, -0.6537755349748773] User Vector: [1.7339261816206235, -0.34890531830463567] Predicted: 2.0035795614878107 Movie Vector: [2.0358544908423104, 0.25773464037934574] User Vector: [1.7263665877079533, -0.23263541026887496] Predicted: 3.454672966620202 Movie Vector: [1.3328520258080543, -0.19537432456823822] User Vector: [1.9278621110243763, -0.3377073220565248] Predicted: 2.6355342601059744 Movie Vector: [1.753314734723925, -0.2688370789893421] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.960844118731805 Movie Vector: [1.4848054755791518, -0.34884780309910307] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 3.025561957554692 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.935388329442134 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.711365006205695, -0.7636635333841347] Predicted: 4.181397196903628 Movie Vector: [1.7945160736576367, -0.6686969313552416] User Vector: [1.5217733586521565, -0.6782327343517769] Predicted: 3.18437890077097 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [2.0998387814408175, -0.22906038469248832] Predicted: 3.9937163851162323 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.2877261612735293 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [2.0789163532082204, 0.21610756193579692] Predicted: 4.424294386991259 Movie Vector: [-0.07576684446286039, 0.35355408461480164] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: -0.18950254744537604 Movie Vector: [1.998235710799558, 0.1629031488159988] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.773714637441192 Movie Vector: [2.004297825925607, -0.41993034732384643] User Vector: [1.4782547578272027, -0.3967471006563216] Predicted: 3.129468945055585 Movie Vector: [2.286496314590871, 0.6796164702461397] User Vector: [1.8854637862672918, -0.12525148673120776] Predicted: 4.225983025289368 Movie Vector: [1.4661966081029627, 0.2134176431048289] User Vector: [1.9314583262899288, -0.11719097400033483] Predicted: 2.806887025234208 Movie Vector: [2.3333670096758845, -0.1498384579815253] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 5.139938733434003 Movie Vector: [1.99085295702418, 0.5191360054784414] User Vector: [1.7602806512924953, -0.556348020359516] Predicted: 3.215639650872836 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 3.9213029998283453 Movie Vector: [2.032223192532805, -0.5069537751199894] User Vector: [1.6716104854445852, -0.47331590180068334] Predicted: 3.637034880643686 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.983211300499984, -0.7121730937532352] Predicted: 4.3073063617992275 Movie Vector: [0.06060600280761719, -0.2219867706298828] User Vector: [1.977388725986763, 1.1428043798372953] Predicted: -0.1338458270628628 Movie Vector: [2.1337686795277238, -0.4687194074338673] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.9308111335645264 Movie Vector: [1.834664140938598, 0.4903601871369833] User Vector: [1.8671110599126548, 0.19862347220446383] Predicted: 3.5229187517715843 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 3.1425175405071095 Movie Vector: [2.5073018409874472, 0.13143502121879755] User Vector: [1.6958794057039728, 0.18197371606725293] Predicted: 4.275999275246832 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 4.163696193217128 Movie Vector: [1.9006394447889217, -0.3297420395145364] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.311995276278917 Movie Vector: [1.214052459998274, -0.704590893203744] User Vector: [1.8677568422017943, -0.08538333794857904] Predicted: 2.327715111303603 Movie Vector: [1.4407501194668768, 0.6648629351569867] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.1603390295068903 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.7071944432617088, -0.3311653181465014] Predicted: 3.4650397358720535 Movie Vector: [1.5471437990372745, 0.2090946285181526] User Vector: [1.545695647510329, -1.0868519834686623] Predicted: 2.164158524506913 Movie Vector: [2.113685418514183, -0.15241165252403163] User Vector: [1.910281493243696, -0.5038225860852866] Predicted: 4.11452257045089 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.4466213723287986, -0.24393317836102676] Predicted: 3.1837346089451914 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [2.1328137751805207, -0.20252991377545565] Predicted: 4.440853344575075 Movie Vector: [1.8641501078175182, -0.502312717985758] User Vector: [1.764289520052683, -0.5325715460410576] Predicted: 3.556417959841287 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 4.533665305482595 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.358051080021319 Movie Vector: [1.4980276440939915, -0.7679991330471426] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.152397241949848 Movie Vector: [1.4302143864855514, -0.9506320008078508] User Vector: [2.308041282554195, 1.3142240183212754] Predicted: 2.051650438865086 Movie Vector: [2.1059541195838376, 0.1988106398008806] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 3.0222688380353473 Movie Vector: [1.7327147742057332, 0.11943683871952634] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.168291160185662 Movie Vector: [2.206662067115618, -0.4890591576777337] User Vector: [1.8569395577710626, -0.16105200444986773] Predicted: 4.1764020406984175 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.7234470940217306, -0.7245541386268652] Predicted: 3.4794265780855937 Movie Vector: [2.0280178509465214, -0.10158982599696467] User Vector: [1.696622761146106, -0.199402131087503] Predicted: 3.4610384737270823 Movie Vector: [2.4120450338946293, 0.16093927864468324] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 5.436903814200705 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.9668383700942722, -0.7895925399194295] Predicted: 3.7125070461597844 Movie Vector: [2.1102643007771724, -0.5369551245898598] User Vector: [1.7881934820727905, -1.055148325434953] Predicted: 4.340128168645341 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 2.847831561887072 Movie Vector: [2.00941400923462, -0.04424279537566553] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 4.280364765484287 Movie Vector: [2.0447856039610595, 0.15442876890323537] User Vector: [1.8601033972073644, -0.3025601711615043] Predicted: 3.756788653737056 Movie Vector: [2.288975602852258, -0.1792397539738706] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 5.0537920295155265 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [2.055130390182261, -0.13553800374770578] Predicted: 3.7728746074650554 Movie Vector: [2.1617977099477996, -0.19489125617944963] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.269805497360978 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.9829349035794237, -0.30825286179528516] Predicted: 3.6122738260487606 Movie Vector: [2.022164719002228, -0.0570705931753849] User Vector: [1.8100702658615735, 0.024197286199291616] Predicted: 3.658879277063629 Movie Vector: [2.1883153182639847, -0.02689748688240097] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 4.005095457214121 Movie Vector: [1.6291930300275062, -0.6926986911103515] User Vector: [1.7852538757112373, -0.7305649623425831] Predicted: 3.41458456432413 Movie Vector: [1.724475016874956, -0.42852146537928204] User Vector: [1.7445650041379284, -0.6803961202283563] Predicted: 3.300023107428845 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.0900771890284098, 0.09081147711686426] Predicted: 3.4430496193984017 Movie Vector: [1.8113196482219749, -0.49370084986456] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.6190385824978377 Movie Vector: [2.3770781892258057, -0.06822033488652529] User Vector: [1.983211300499984, -0.7121730937532352] Predicted: 4.7628330139976764 Movie Vector: [0.6076824619153122, 0.38276431500985486] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 0.8418111017519752 Movie Vector: [1.9190874188097249, 0.1767074336551306] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.9632735717914818 Movie Vector: [2.0781173440072913, 0.7714895449614593] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 4.00262001851292 Movie Vector: [1.99584522319939, 0.08095569259251478] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 4.496237305029291 Movie Vector: [0.7586454430019931, -0.6583576238788428] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 1.3380821149197504 Movie Vector: [1.6848074707802667, 0.31540375167910195] User Vector: [1.778414476596144, 0.7204573888835162] Predicted: 3.223520959691752 Movie Vector: [1.572041317366105, -0.3373324076020448] User Vector: [2.045881875131755, -0.16243855614353514] Predicted: 3.27100662738886 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [1.7178692502999588, -1.2993950951002269] Predicted: 3.3657152139557875 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.9278291493160067 Movie Vector: [2.169630876127733, -0.5940610328133598] User Vector: [1.7902033481232915, -0.9378282863767213] Predicted: 4.441207699042077 Movie Vector: [2.3854423202697834, -0.29201185371029187] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 6.172228575292631 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.828122644259593 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 2.440905305921375 Movie Vector: [1.7548951316980175, -0.3019205894387322] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 3.6730810530288998 Movie Vector: [2.239624936281097, -0.1047424015155609] User Vector: [0.907131432547554, -0.4357996642213732] Predicted: 2.077280880228118 Movie Vector: [1.7620859071312882, 0.03166136335965075] User Vector: [2.1779964157546665, -0.25426763118217643] Predicted: 3.8297663301222995 Movie Vector: [1.9805819940931633, -0.49612651557141463] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 3.339973575741177 Movie Vector: [2.0363840148232257, -0.18890096921219096] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 3.834625324629969 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [1.9608922490215848, 0.10872366011371341] Predicted: 3.306468483154813 Movie Vector: [1.9907683670268257, -0.40272676579006694] User Vector: [1.8481699121434718, -0.40122627980512887] Predicted: 3.840862760001871 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector:
avg loss: 1.0511942448855895: 50%|██████████████████████▉ | 7489/15000 [00:11<00:10, 713.11it/s]
[1.702882330418408, -0.41113194544686105] Predicted: 3.018958700984836 Movie Vector: [1.3474399068924456, -0.4407356046442443] User Vector: [1.971953480455325, 0.07022318007034903] Predicted: 2.6261389583726102 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.864586106530422, 0.5862028712452124] Predicted: 2.7485974735659164 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.4967007139122046 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.5947157179495497, -0.40463716705413044] Predicted: 3.4869393511207134 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 3.457047518870761 Movie Vector: [1.9557598123292712, -0.8124044094177685] User Vector: [1.5897990401557716, -0.8807841875239181] Predicted: 3.824818030106185 Movie Vector: [2.2989055607954394, -0.2586977095723169] User Vector: [1.9432491690697993, -0.18944029979637075] Predicted: 4.516354092443693 Movie Vector: [1.3925324878009195, 0.13945489166728367] User Vector: [2.0873326007796353, -0.15120018947178096] Predicted: 2.885592853388769 Movie Vector: [0.1003280209275994, -0.5518186436939708] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 0.3680298759464166 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [2.694912970691828, 0.52687217850532] Predicted: 4.949290174932605 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.9666834331727396, 0.22005700495213512] Predicted: 3.9171754800366267 Movie Vector: [1.3613102229048526, -1.0878840313059486] User Vector: [1.6812195348386234, -0.6623084737419257] Predicted: 3.0091761521056153 Movie Vector: [1.315350295338097, -0.0795826775334232] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 1.980293233368492 Movie Vector: [2.0464413378199295, -0.37611762012761474] User Vector: [1.7634296483660918, -0.5687683209596394] Predicted: 3.8226791160369515 Movie Vector: [2.150621206624458, -0.1673684605150567] User Vector: [1.766793642677434, -1.0248287403640575] Predicted: 3.971227884237682 Movie Vector: [1.6333615432833792, -0.4071189967464552] User Vector: [2.0738240839303805, 0.42900930957908545] Predicted: 3.21264666651604 Movie Vector: [1.7219444798831034, -0.5872882311942003] User Vector: [1.950401776038475, -0.5082686885046398] Predicted: 3.656983790846939 Movie Vector: [1.6044136405317457, -1.1530767436891882] User Vector: [2.1682602988809503, -0.2288724810762524] Predicted: 3.742693934947507 Movie Vector: [1.7728794539841433, -0.25332356532124595] User Vector: [1.702882330418408, -0.41113194544686105] Predicted: 3.123154506389491 Movie Vector: [2.4125141599063924, -0.286813993279496] User Vector: [2.694912970691828, 0.52687217850532] Predicted: 6.350401388044457 Movie Vector: [1.306495300954033, -0.6593665046948707] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.6810815563381514 Movie Vector: [2.067220606483811, -0.144834772147478] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.1383783745356744 Movie Vector: [1.2881058934133907, -1.9215125494493306] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 2.9950180012648806 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.9389191802720886 Movie Vector: [1.8309627412840244, -0.36113229506515804] User Vector: [2.184079624703259, -0.2915098782684838] Predicted: 4.104242048202525 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.0411088131842763, 0.5481518849420614] Predicted: 4.153597914151543 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [2.1640413398770213, -0.46301433799790515] Predicted: 4.190469243664825 Movie Vector: [2.0779103939387213, -0.42083979228793406] User Vector: [1.7502155288533368, -0.2991165771049953] Predicted: 3.7626711972160485 Movie Vector: [0.7207352038441415, -0.6344761498084557] User Vector: [1.6431203001009107, -0.4788713827479846] Predicted: 1.4880871156130695 Movie Vector: [1.5435452537669319, -0.6691611752527898] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.7412583314049703 Movie Vector: [1.9127853601348166, 0.5642302732890273] User Vector: [1.9394052389615548, -0.39469958075615386] Predicted: 3.4869644961373183 Movie Vector: [1.6262741823523574, -0.2898178284794755] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 3.7842277238104023 Movie Vector: [1.8001266836662453, -0.36417697666880644] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 3.731015313690593 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.920063133646875 Movie Vector: [1.8590882986121318, 0.07687118421733083] User Vector: [1.8191915144078281, -0.573492765374234] Predicted: 3.3379525893556874 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.6224029859221507, -0.575750233830461] Predicted: 3.3646841580512 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.014337508416775, -0.21199940873665407] Predicted: 3.509252962257009 Movie Vector: [1.1521288840494557, -1.1219443294447526] User Vector: [1.7394118993879464, -0.6196069719272903] Predicted: 2.699191219182436 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 2.692996041486307 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.5092482890728944, -0.12724300104526126] Predicted: 3.552368988710515 Movie Vector: [1.4398558200176454, -0.5146945290472211] User Vector: [1.517276546324994, -0.5860085522509274] Predicted: 2.48627486162075 Movie Vector: [1.9308874195479055, -0.13194900046076619] User Vector: [1.9668383700942722, -0.7895925399194295] Predicted: 3.901929411512784 Movie Vector: [2.0850198932034867, -0.1343810294026706] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.9589368581792956 Movie Vector: [1.668100794884583, -0.9121701067076653] User Vector: [2.0602567508548746, 0.02282026485828973] Predicted: 3.415899960336461 Movie Vector: [1.5182589882675195, -0.8974727015446202] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.7460937258343456 Movie Vector: [1.753314734723925, -0.2688370789893421] User Vector: [1.8615660342344464, -0.745691891537285] Predicted: 3.4643807874317587 Movie Vector: [1.7130521989812264, -0.35556230926444127] User Vector: [1.5947311516098146, -0.19344833627290475] Predicted: 2.8006406432176143 Movie Vector: [1.3784706093282824, -0.6981866322276709] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.3459864256687832 Movie Vector: [2.036314901225344, -0.4218224094326716] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 4.406999161195868 Movie Vector: [2.0050334742537084, 0.22612479683600253] User Vector: [1.9560309719266533, -0.14274161151501336] Predicted: 3.8896301574860797 Movie Vector: [1.7120366315755007, -0.36649781977417384] User Vector: [1.9029858633575525, 0.06568280839525979] Predicted: 3.2339089013649525 Movie Vector: [1.3693850394178853, -0.5205961681004938] User Vector: [2.2260024129449385, -0.5663470416749103] Predicted: 3.3430925017059216 Movie Vector: [1.7327147742057332, 0.11943683871952634] User Vector: [2.445515907562755, -0.4820054478764867] Predicted: 4.179812336649171 Movie Vector: [2.032223192532805, -0.5069537751199894] User Vector: [1.586058349979212, 0.9686975800175059] Predicted: 2.7321396683985943 Movie Vector: [1.9339144628723655, -0.14080896871444995] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.2130282854037873 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.5629922405579135, -0.19984948350969772] Predicted: 4.6229911392748315 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [1.4787141576566982, -0.4431382615810763] Predicted: 2.7929661310802136 Movie Vector: [1.5556158118424885, -0.6625994718150062] User Vector: [1.7622326374995283, -0.8286033403450426] Predicted: 3.2903890906959337 Movie Vector: [2.04634115810087, -0.801469327290832] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.192424942513718 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 4.387275140125586 Movie Vector: [1.422432088758444, -0.6295310507256666] User Vector: [1.9205198449127878, -0.20723357842206175] Predicted: 2.8622690268710205 Movie Vector: [1.1297065078520776, -1.1023718492867078] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 2.33972278919262 Movie Vector: [2.049514004224886, -0.24681470137820474] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 3.8782205098571088 Movie Vector: [1.8763723902870046, -0.29549587101691704] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.422320380663597 Movie Vector: [1.8831224433789693, -0.5736231484512064] User Vector: [1.7464164023399182, 0.324863266448332] Predicted: 3.1023668330152208 Movie Vector: [1.8482815589050876, -0.9011481805507562] User Vector: [1.7640209402379696, -0.4282635340026986] Predicted: 3.6463362778270216 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [2.4844992391523877, -0.6024434302395536] Predicted: 4.431337863049421 Movie Vector: [2.152385652814422, -0.708770697438935] User Vector: [1.818406873826798, -0.19177611804279557] Predicted: 4.049838159141248 Movie Vector: [1.5578200249001881, -0.817398392116536] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 4.1002567445285525 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.6379903367731465 Movie Vector: [1.6022200259647523, -1.0035225558608352] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 3.6080577393662177 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 4.329488888242793 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [2.136750086937499, 0.05725527282261579] Predicted: 4.105282115576091 Movie Vector: [2.0834484417183607, 0.023641760611245375] User Vector: [1.6198904111122059, -0.09311630452298858] Predicted: 3.3727567194057038 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.948681866897724 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [2.0099620321401197, -0.1597105149010749] Predicted: 4.728503496401985 Movie Vector: [1.51808592024393, -1.238885230791181] User Vector: [2.2508366421395722, 0.04836898416249026] Predicted: 3.357039795093928 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 4.960797337518074 Movie Vector: [1.943683049764969, 0.3828888252639359] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 3.454815677020536 Movie Vector: [1.855839467909368, -0.4757596747648484] User Vector: [2.214205114305375, -0.25303532340125956] Predicted: 4.229593244340091 Movie Vector: [1.9131821673055533, -0.20065551338105078] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 4.627969384435585 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [1.9675830580228324, 0.24089670395728907] Predicted: 3.709848639365954 Movie Vector: [1.633212849121448, -0.1281517873777375] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 2.7124443029629126 Movie Vector: [1.374583314490215, -1.7121809551961245] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 2.674504357387871 Movie Vector: [1.5936138940352715, -0.025185657662147982] User Vector: [2.039277325343118, -0.5588466176543979] Predicted: 3.2638955990557723 Movie Vector: [1.932203039265385, 0.42299719249859224] User Vector: [1.9501028105535356, -0.7296042615387133] Predicted: 3.4593740231656267 Movie Vector: [1.3639589028263437, -0.491572359007029] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 2.7453354213973733 Movie Vector: [1.7860970353228727, -0.2289019252452719] User Vector: [2.22252052094197, 0.17193073508836365] Predicted: 3.930282037128138 Movie Vector: [1.0988309412754014, -0.5253884266684294] User Vector: [1.9225230969988025, -0.6548508843033979] Predicted: 2.456578940105486 Movie Vector: [1.7202518289390147, 1.1617326696165955] User Vector: [1.7538676335199965, 0.1936507408092675] Predicted: 3.242064396373298 Movie Vector: [1.3393000764653193, 0.04436390244405046] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.6153906674865548 Movie Vector: [2.080377312318842, 0.13166446698520776] User Vector: [1.8034813556012805, -0.3656082056238218] Predicted: 3.7037840858640547 Movie Vector: [1.2000263447516604, -1.1998059971545971] User Vector: [2.0212781749636255, 0.0746218528968109] Predicted: 2.3360553134035245 Movie Vector: [1.5476014473424025, -0.0710843760607484] User Vector: [2.331205994715293, -0.8369949282756293] Predicted: 3.6672750337171567 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.9734184925094416, -0.345198456441519] Predicted: 3.648823180965614 Movie Vector: [2.134524070756753, 0.03154589131207728] User Vector: [1.4828080944292872, -0.04653083880304629] Predicted: 3.1636217130887254 Movie Vector: [2.21290945826704, 0.0033449892444195424] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 4.234950540458664 Movie Vector: [0.8350196309405958, -0.524092990362892] User Vector: [1.957458284835301, -0.49422672904153775] Predicted: 1.893536858925435 Movie Vector: [1.4047915033612781, -0.8202565431934065] User Vector: [2.232062823159233, 1.1195402407902841] Predicted: 2.2172726810661256 Movie Vector: [1.5777519141107095, -0.5717960667776927] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.028492116421131 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 2.2666214716666158 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.185684847806533, -0.4785451102706366] Predicted: 4.609183076524252 Movie Vector: [1.573925578017847, -0.033851836607171185] User Vector: [1.586077223169685, -0.01223630051542008] Predicted: 2.496781731504012 Movie Vector: [1.867667353680507, -0.13739237274216384] User Vector: [1.6505662233024572, -0.13045732003877722] Predicted: 3.1006324910914405 Movie Vector: [1.4285577988894063, -0.7918306036510337] User Vector: [1.6069183560373759, -0.5674972729241198] Predicted: 2.744937457885558 Movie Vector: [1.8166036423560554, -0.5599478075694547] User Vector: [1.8828579256154758, -0.7805673822264726] Predicted: 3.857483560049982 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.4193302058963502, 0.09351729595752994] Predicted: 2.904814248418626 Movie Vector: [1.8043874894802814, 0.7233783155730671] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.267856409409819 Movie Vector: [1.9288451627881205, -0.5767678850332956] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 3.6370620550308956 Movie Vector: [2.2048453523652496, -0.13110015051567928] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 3.4690520484584915 Movie Vector: [2.25247173886648, -1.02058649692316] User Vector: [1.7896497109967568, -0.12638931351219646] Predicted: 4.160126623216694 Movie Vector: [1.8881205828113001, -0.05643576374058596] User Vector: [1.9368773186889152, -0.5077067968701053] Predicted: 3.6857107526345536 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.5430236484288455 Movie Vector: [1.930136108670723, -0.4408067502003233] User Vector: [1.963055737319025, -0.34222159919330475] Predicted: 3.9398183529214377 Movie Vector: [1.7604033740113258, -0.19025598323315207] User Vector: [2.0143064828183945, 0.25046201272827806] Predicted: 3.498340032152216 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 3.793876014972274 Movie Vector: [2.0932488061987584, -0.15329570804189163] User Vector: [1.4658131641864292, -0.1834744542707774] Predicted: 3.096437502418706 Movie Vector: [1.7311573983222264, 0.1822091806300594] User Vector: [1.870202864344508, -0.44829961383218014] Predicted: 3.155931219660281 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 4.402279822492454 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [2.1492247206968873, -0.34065817865303044] Predicted: 5.315555817287087 Movie Vector: [2.165493702821816, -0.7105482819510486] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 4.498965734827179 Movie Vector: [2.3368832731672833, -0.35463955527220264] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 3.9267563246198143 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [2.051518460888312, -0.3199467474043528] Predicted: 4.5918395725681185 Movie Vector: [1.9472806729185272, -0.5664785127575892] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.6062120724131552 Movie Vector: [2.1561002175044472, -0.44577499695753325] User Vector: [1.4800520715757657, 0.11903193946129642] Predicted: 3.138079130991207 Movie Vector: [1.2863786967968578, -0.4945991041005119] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 3.0778361559596648 Movie Vector: [2.155147046435107, -0.3068212688221392] User Vector: [2.2627806734472027, -0.03771589577644197] Predicted: 4.888197124107072 Movie Vector: [1.9465680060569015, -0.43181594629749226] User Vector: [1.8850690677822421, 0.2808558734528649] Predicted: 3.5481370917841635 Movie Vector: [2.105418058169377, -0.26418663619635074] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 4.412654865360039 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.7696789440233334, 0.10377799757379172] Predicted: 3.4260398527970284 Movie Vector: [2.3623621124465246, 0.31225484491231886] User Vector: [1.9780516886515809, -0.3925791860502932] Predicted: 4.550289612875425 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.8186597580162132, -0.9404019843028588] Predicted: 3.663250548010708 Movie Vector: [1.6693645089499394, -0.16680363947316895] User Vector: [1.711365006205695, -0.7636635333841347] Predicted: 2.9842738599200938 Movie Vector: [1.318794611040676, -0.66079815375943] User Vector: [1.5424722542729508, -0.5071660844474306] Predicted: 2.3693385088671923
avg loss: 1.0563044617733397: 50%|███████████████████████▏ | 7574/15000 [00:11<00:09, 750.56it/s]
Movie Vector: [1.631894091430306, -0.11248976476634874] User Vector: [1.705272815610908, -0.558862940858874] Predicted: 2.845690992826007 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.7970813566602262, 0.44201104818598375] Predicted: 2.8505891732965147 Movie Vector: [1.2787306737969444, -0.49629413719578164] User Vector: [2.147848720146466, -0.8977318116552531] Predicted: 3.1920590760254455 Movie Vector: [1.891509404299284, -0.5139271080232759] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.38718777362141 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [1.9292694059952649, -0.4614395683032439] Predicted: 4.25607714384296 Movie Vector: [2.050802466855234, -0.06364212154357878] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.233763321658851 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [1.7442025052972265, 0.055733698869211576] Predicted: 4.03313565327975 Movie Vector: [1.7673628626160103, -0.4666203509865472] User Vector: [2.013298129270943, 0.02079888568556235] Predicted: 3.548523161709026 Movie Vector: [2.2447769984424193, 0.6132728199278584] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 4.049107604103278 Movie Vector: [1.8150800559287368, -0.9304232501577089] User Vector: [1.9087538584975783, -0.24078477016245386] Predicted: 3.6885728086790035 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.7622326374995283, -0.8286033403450426] Predicted: 3.558339531570112 Movie Vector: [1.4408379956268313, -0.43718927737035845] User Vector: [1.9205657696064382, -0.7961220400177866] Predicted: 3.1152801533232353 Movie Vector: [1.469956326898081, 0.10805002252079275] User Vector: [1.8312244630425463, -0.25018832182045203] Predicted: 2.6647871316127927 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 3.860042243671902 Movie Vector: [1.9375606858269552, -0.6078190984986476] User Vector: [1.9416131063619335, -0.6476679380719675] Predicted: 4.155658164218614 Movie Vector: [1.7311573983222264, 0.1822091806300594] User Vector: [1.9532346953389348, -0.7990557367705187] Predicted: 3.2357614024209522 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.7588987629848856, -1.101580023590167] Predicted: 3.529723316395385 Movie Vector: [1.9206090685136963, 0.08234698335752644] User Vector: [1.8501953004671088, -0.1557831751831437] Predicted: 3.5406735980643633 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.5235116653348457, -0.1553811848950821] Predicted: 3.5926078696860744 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.024157549798441, 0.073547323695259] Predicted: 4.177004548255326 Movie Vector: [1.3798363731124548, 0.012664843014232992] User Vector: [2.0546779104073503, -0.32817287927556105] Predicted: 2.8309630578132015 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.7069633051609037, 0.619991950209418] Predicted: 4.51182147328555 Movie Vector: [2.332867188151227, -0.24750419355308637] User Vector: [1.9075328753937155, -0.06046455112480943] Predicted: 4.464986085290457 Movie Vector: [1.718401367658828, -0.22553191611274606] User Vector: [2.199368538594713, -0.7294505428332585] Predicted: 3.94391228334162 Movie Vector: [2.0567409886878267, 0.165376624051098] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 3.8680365079656536 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.3978056176258256, -0.1934225528727704] Predicted: 2.7136744027643793 Movie Vector: [0.7569367871806391, -0.714416563681136] User Vector: [1.886812051562269, 0.07548123468508834] Predicted: 1.374272408017124 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.2165883277366283, -0.5962872610724694] Predicted: 3.9409070179699666 Movie Vector: [1.671985035505498, -0.7234270102164122] User Vector: [2.0740769479804695, -1.9780449076732336] Predicted: 4.898796733142106 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.9758048922951252, 0.007619603544014071] Predicted: 4.619209650497242 Movie Vector: [1.8339059490262688, -0.14412964707731776] User Vector: [1.841114006464339, -0.20567690405697545] Predicted: 3.4060740688842266 Movie Vector: [1.262035435988099, -0.2559423396635826] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 2.274799991673725 Movie Vector: [1.9692616630635127, -0.312370035583835] User Vector: [1.9262638988383312, -0.28707872359811265] Predicted: 3.8829924400312823 Movie Vector: [1.9741994735722097, 0.3262878733164694] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 3.7181924648113687 Movie Vector: [1.8865807526483915, -0.18909842908754407] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.3703840762998767 Movie Vector: [2.105775800116158, -0.5629857583731244] User Vector: [1.9795650734444938, -0.2298879684765972] Predicted: 4.297943878688234 Movie Vector: [2.048952792241462, -0.576863446412228] User Vector: [2.048370774836526, -0.5576079637787237] Predicted: 4.518678670379406 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 4.520777975803942 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.8352386614276883, 0.161506035295747] Predicted: 3.3399660240473388 Movie Vector: [1.8761334968791845, 0.06704624310990812] User Vector: [2.1387326745972643, -0.39110597469807645] Predicted: 3.986325825420592 Movie Vector: [1.5693749756602757, 0.11404680592847759] User Vector: [1.6747800555272787, -0.5146467703039864] Predicted: 2.5696640885448616 Movie Vector: [1.2650970595141335, 0.23822851931864153] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 1.984153787158759 Movie Vector: [1.667595700420309, -0.7216624011089389] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 2.961403856979698 Movie Vector: [2.216239844832109, -0.4224686051109804] User Vector: [1.1359724223647065, -0.8166271305427538] Predicted: 2.862586669811292 Movie Vector: [1.835674310368388, -1.2236929599180655] User Vector: [2.1372121447220365, 0.9839377771978098] Predicted: 2.7191876989191774 Movie Vector: [1.2732660660058015, -1.4977889425461517] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: 3.2890216160222208 Movie Vector: [1.950907139305056, -0.2547691610365224] User Vector: [1.5334551304603903, -0.06794095930750774] Predicted: 3.0089378230219315 Movie Vector: [2.068052585611433, -0.12318199813473169] User Vector: [2.0179692336968267, -0.5446051835569415] Predicted: 4.24035204613612 Movie Vector: [1.475106589652034, -0.5299304416694094] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 3.0905457716981113 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.497388208937063, -0.6597334494939023] Predicted: 2.812101964589882 Movie Vector: [1.0610969802958494, 0.6075930997350796] User Vector: [1.669868535323333, -0.6315085666405964] Predicted: 1.3881922128082245 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.7359004219789766, -0.3988266553705238] Predicted: 3.1725267043106737 Movie Vector: [2.0964325050156956, -0.4583353156294053] User Vector: [2.1925313122608254, -0.1960577744710247] Predicted: 4.686354113232088 Movie Vector: [0.9850815047140201, 0.328045533865173] User Vector: [1.7210393809921425, -0.12666031213862916] Predicted: 1.6538137133847794 Movie Vector: [1.9395691620603983, -0.04130896266952511] User Vector: [2.1840992524196836, 0.31468347462042784] Predicted: 4.223212308966576 Movie Vector: [2.167802237685345, -0.30754150087582177] User Vector: [2.306820573546057, -0.223193515520146] Predicted: 5.06937207002055 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.924961843202971, -0.2696806905818366] Predicted: 3.738150788401655 Movie Vector: [2.1584288106646876, -0.14730022068718954] User Vector: [1.8932453930322275, -0.4962454761625414] Predicted: 4.159532470132711 Movie Vector: [1.708004982201675, -0.39315497371956154] User Vector: [2.024396608368801, -0.007165167310691813] Predicted: 3.4604965142118163 Movie Vector: [2.1507108329272433, -0.7518141733329201] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.9347570725258283 Movie Vector: [2.2747886822769843, -0.2585867190280423] User Vector: [1.6224764188795169, -0.35160206169186303] Predicted: 3.781710618464811 Movie Vector: [2.0760856782962342, 0.1303691085363817] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.188179456858829 Movie Vector: [2.0988819757716013, 0.2879953364709878] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.5642463051468436 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [1.6604649218681486, -0.3159742504971765] Predicted: 2.845763008350499 Movie Vector: [2.0597635260620435, -0.31000931348296856] User Vector: [2.041914772855327, -0.3912779640844815] Predicted: 4.327161385481509 Movie Vector: [1.9139713286624016, -0.24943639579226484] User Vector: [1.7281220768933758, 0.4501586621946882] Predicted: 3.1952901533699327 Movie Vector: [1.9263314068830295, -0.33362183721962235] User Vector: [1.919952559115559, -0.27161716687386656] Predicted: 3.789082332582596 Movie Vector: [2.069517315984786, 0.21305949495918972] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 4.684124584617144 Movie Vector: [2.5073018409874472, 0.13143502121879755] User Vector: [1.9005462130208919, 0.06877859913121595] Predicted: 4.774282935425214 Movie Vector: [1.6964443133306824, 0.5683624322401312] User Vector: [1.9204845704204974, -0.05971448381202201] Predicted: 3.224055659069806 Movie Vector: [1.6715832379197957, -0.6285767078792664] User Vector: [2.0100019933066258, -0.4884224127358892] Predicted: 3.666896592448707 Movie Vector: [1.6783426194842015, -0.6496332164209107] User Vector: [1.7446676200828592, -0.41738963598760637] Predicted: 3.1993001953465154 Movie Vector: [1.8115539793486843, 0.036519092201146394] User Vector: [2.0779413819266095, -0.21547920453879366] Predicted: 3.756433874344472 Movie Vector: [1.7863747324408676, -1.0454070976280674] User Vector: [1.8511553454297163, -0.4031055484891203] Predicted: 3.728266536382273 Movie Vector: [1.5399807187509573, -0.7786991286856658] User Vector: [1.7042762723195157, -0.07052548845814256] Predicted: 2.6794707352092964 Movie Vector: [2.1989011298758476, -0.25239609908454974] User Vector: [1.8080635623940895, -0.1553631711803449] Predicted: 4.014966068583038 Movie Vector: [1.825108708538245, -0.16259819794035477] User Vector: [1.6317922947235795, 0.23611878167352446] Predicted: 2.9398058392256243 Movie Vector: [1.7287378534216737, -0.2764147426372863] User Vector: [1.9681896631176983, -0.10624249128780291] Predicted: 3.431850964231279 Movie Vector: [1.583739486955421, 0.0049949711555613945] User Vector: [1.738099458582582, -0.18962639092364791] Predicted: 2.751749566460077 Movie Vector: [1.239116915737025, -0.967915310230974] User Vector: [1.6347726838267012, -0.3192461718490739] Predicted: 2.334677743379828 Movie Vector: [2.1466593994342094, -0.41550107485576354] User Vector: [1.9897366736230007, -0.48761244372900636] Predicted: 4.4738904273142195 Movie Vector: [0.8909541539539894, -1.0581467628090635] User Vector: [1.7151318105142708, -0.18351853462169193] Predicted: 1.7222933544817225 Movie Vector: [2.1004099836669825, -0.322970771594816] User Vector: [1.5800702277209244, 0.10446853427379245] Predicted: 3.285054998078206 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [1.9928207401264815, -0.5825692052372926] Predicted: 4.403462113204116 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.9250255604742723, -0.5401973627843698] Predicted: 4.30885776556987 Movie Vector: [2.3388439649379205, -0.2480047329383095] User Vector: [1.7759078214794248, -0.1824276744501027] Predicted: 4.198814217235757 Movie Vector: [1.8491696012253116, -0.4870713729993343] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 3.758258221337891 Movie Vector: [2.104573965904965, -0.476675942968068] User Vector: [1.8820192379114198, -0.4799450313206788] Predicted: 4.1896269418183 Movie Vector: [1.1215372674028417, -0.6809348031234592] User Vector: [2.275716528986275, -0.12957970860435447] Predicted: 2.640536230670048 Movie Vector: [1.9664517318686212, -0.3258924179851345] User Vector: [1.4206884141376162, -0.7904408580390433] Predicted: 3.0513138749271884 Movie Vector: [1.9196407879644635, -0.11439088292332385] User Vector: [1.8481169734256584, -0.18801133309006907] Predicted: 3.5692275055090947 Movie Vector: [1.7141782015430904, -0.15106204650514204] User Vector: [1.588906661797161, -0.8291388666592155] Predicted: 2.848920577973788 Movie Vector: [2.036436123486051, -0.5925647412786434] User Vector: [2.051766503116846, 0.10820333176821936] Predicted: 4.114173944611078 Movie Vector: [1.8331717392828621, 0.2071399752545723] User Vector: [1.5788245324450352, 0.09162372473207636] Predicted: 2.913235450238451 Movie Vector: [1.6953637822348786, -0.31944147011540525] User Vector: [1.1904519876354749, -0.4915615921682695] Predicted: 2.175274341981209 Movie Vector: [-1.3579780870856302, -0.4315077545766508] User Vector: [2.2107991525244515, -0.31652395266888167] Predicted: -2.865634263989812 Movie Vector: [2.0074886982051745, -0.14050579763059445] User Vector: [1.4033861607855176, -0.15608167465250616] Predicted: 2.839212237187046 Movie Vector: [2.0344479489935208, -0.19202444893057363] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 3.676447730700447 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [1.5277382112829283, -0.22616689238729387] Predicted: 3.1416744878967373 Movie Vector: [1.9730761893196316, -0.5048416328382261] User Vector: [2.2063559438669094, -0.16538960450636345] Predicted: 4.436803936001102 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.5873504009545933, -0.6330786843091732] Predicted: 3.544721731601897 Movie Vector: [2.0528959352729927, -0.30657121548185046] User Vector: [1.363868300477589, -0.20684711920501628] Predicted: 2.863293063051728 Movie Vector: [2.076372846699516, -1.0751276731075774] User Vector: [1.523553099723071, 0.24855906125536273] Predicted: 2.8962315616125824 Movie Vector: [1.9317678262808293, -0.10300639156413086] User Vector: [1.8175399393005727, -0.4265377665124545] Predicted: 3.555001293915529 Movie Vector: [1.8968970211346199, -0.32147797473035566] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.5094742992231964 Movie Vector: [2.0392013625758802, -0.317904317588109] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 4.539423189229523 Movie Vector: [0.8878397897843399, 0.12779340312372944] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.02708630947569 Movie Vector: [1.4073270695155338, -0.19102239249558417] User Vector: [2.1519660931672284, -0.47539775795567907] Predicted: 3.119331752705558 Movie Vector: [1.4288448866112522, -0.17932068776690877] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 2.6476227103938483 Movie Vector: [2.317817691441728, -0.1723871042130565] User Vector: [2.070882403263371, -0.7620877733295256] Predicted: 4.9313019755796565 Movie Vector: [1.53945213185421, -0.6577665025401107] User Vector: [2.0808540072784756, 0.010007081301183687] Predicted: 3.1967928147141107 Movie Vector: [2.0148838387331516, -0.5471595725733384] User Vector: [1.7934313453172848, -0.14718892963119082] Predicted: 3.6940916653817806 Movie Vector: [1.3488569245105353, -0.9252838093766206] User Vector: [1.9801178477173493, -0.5670205052777503] Predicted: 3.1955505633584975 Movie Vector: [1.4169439204975105, -0.11897319846378315] User Vector: [2.254851012848942, -0.7188718368095657] Predicted: 3.280523915994731 Movie Vector: [1.9628521102143779, -0.2746345318545877] User Vector: [1.2554496360860374, -0.3982096268163452] Predicted: 2.573624081900048 Movie Vector: [1.5589281947078537, -0.8140455271976886] User Vector: [2.166539448068981, 1.7978778339762502] Predicted: 1.913925021345291 Movie Vector: [1.8465648219680884, -0.49887266074556025] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.368317539472088 Movie Vector: [1.6506934737681387, -0.40724551560433253] User Vector: [1.8279240140968604, 0.021962228059792997] Predicted: 3.0083982217237164 Movie Vector: [1.8336667632151844, -0.27393948990289296] User Vector: [1.6346281630992834, -0.3678546888063373] Predicted: 3.0981332587006407 Movie Vector: [1.3667194057715546, -1.0039931749782802] User Vector: [2.041659352796515, -0.005878796102377035] Predicted: 2.796277728605865 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.645789489834631, -1.071035569751744] Predicted: 4.043694258901493 Movie Vector: [2.167418571386857, -0.37753202424408977] User Vector: [1.9204625065081171, -0.2347391003060543] Predicted: 4.251067629965627 Movie Vector: [1.6442625448545716, -0.8760845202464776] User Vector: [1.6045612734858108, -0.1921346859280593] Predicted: 2.8066462270608628 Movie Vector: [1.48802387751048, -0.33182054979766085] User Vector: [2.117109708937535, -0.5925226251186012] Predicted: 3.346920981442722 Movie Vector: [1.4538663362393196, -0.3462528416253651] User Vector: [1.914381650888376, -0.4193500853355847] Predicted: 2.928456195624149 Movie Vector: [1.9441133860959108, -0.7586352674358673] User Vector: [2.0004164384068615, -0.6565460334241767] Predicted: 4.387115351323794 Movie Vector: [1.862612481175307, 0.3810815399487772] User Vector: [1.8655372588690984, -0.5371274958033667] Predicted: 3.2700836092175756 Movie Vector: [0.9097230278915889, -0.36373348438898784] User Vector: [1.734762948107609, -0.31317005711918305] Predicted: 1.692064237908852 Movie Vector: [1.549550590008601, -0.24111556416952784] User Vector: [1.705468067094932, 0.006965410672319866] Predicted: 2.6410295806838517 Movie Vector: [1.6680373116246088, -0.47655998394094107] User Vector: [1.7354021299364302, 0.0946388602714132] Predicted: 2.8496144096756493 Movie Vector: [2.1355023586473476, -0.4806923794805296] User Vector: [1.7475038387608153, -0.1591039415506469] Predicted: 3.808278621667727 Movie Vector: [1.6227304924345856, -0.6132143340733399] User Vector: [1.876871136571999, -0.22524378210535062] Predicted: 3.183778739533633 Movie Vector: [1.815491394534565, 0.050190243933566706] User Vector: [1.8056736717177477, -0.06820188797937377] Predicted: 3.2747619429467876 Movie Vector: [1.1255166044857159, 0.667564006227765] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 1.077082381682987 Movie Vector: [1.6225659134747288, 0.025626533702806827] User Vector: [1.8096748460123926, -0.253966085632697] Predicted: 2.9298084491595007 Movie Vector: [2.0137304047361386, -0.6811332359348374] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 3.7836955617905463 Movie Vector: [1.7937385901005074, -0.30357275604759015] User Vector: [0.8451896995571209, -0.08628565087428103] Predicted: 1.5422433528943271 Movie Vector: [0.9039048409970105, -0.08807798624283766] User Vector: [2.3311561240868146, -0.6582357687056397] Predicted: 2.1651193866624987 Movie Vector: [1.9502565599472892, -0.14667303909592647] User Vector: [1.738016347310425, -0.29043831349619664] Predicted: 3.4321772527481653 Movie Vector: [2.0414954005223973, -0.3296049335499692] User Vector: [1.7343568946032506, 0.12374161508548298] Predicted: 3.4998957763792276 Movie Vector: [1.0816445527658773, -1.1665766549542858] User Vector: [1.8683291982339563, -0.158758375057143] Predicted: 2.2060719141633376 Movie Vector: [1.6693645089499394, -0.16680363947316895] User Vector: [1.4147191047922056, 0.05436261875899453] Predicted: 2.3526139810132456 Movie Vector: [1.6442625448545716, -0.8760845202464776] User Vector: [1.8121272389723913, -0.5700273926306825] Predicted: 3.4790051203532344 Movie Vector: [2.20406882595754, 0.08035007183400668] User Vector: [1.817744712403532, -0.2807677883595066] Predicted: 3.983874742194418 Movie Vector: [0.8136212637104439, -0.19471032024228893] User Vector: [1.9597194000075342, -0.3769377170498152] Predicted: 1.6678630383501696 Movie Vector: [2.097705846328447, -0.46314028885711095] User Vector: [1.220884815366641, -0.44496669593551597] Predicted: 2.767139218975598 Movie Vector: [1.4356457959581959, -0.23013203448276703] User Vector: [1.969669403345709, -0.2381692758764688] Predicted: 2.8825579783494946 Movie Vector: [1.0055055314266395, -0.2607955404187925] User Vector: [1.8003009233080192, -0.6145324364406795] Predicted: 1.9704798554851237 Movie Vector: [1.1162884702580436, -1.057199694283263] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 2.1463442302766724 Movie Vector: [2.0252806415831475, 0.04978974901874451] User Vector: [1.5610458605183473, -0.5243522981451065] Predicted: 3.135448592609268 Movie Vector: [1.6736244379265826, -0.1785622903120171] User Vector: [1.9138924172289795, -0.18453930617741893] Predicted: 3.2360888822004297 Movie Vector: [1.2641345651005234, -0.536493822102894] User Vector: [1.7059887776500682, -0.045658078203050484] Predicted: 2.1810946583860695 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.1153744906770067, -1.4288528937500573] Predicted: 5.194897950735672 Movie Vector: [1.6254796871089903, 0.5137802081642074] User Vector: [1.775239199242478, -0.33754026213673105] Predicted: 2.7121937519838673 Movie Vector: [1.5699102548960135, -0.17338563692476022] User Vector: [1.426038396519538, -0.4655908250193418] Predicted: 2.3194790643137937 Movie Vector: [2.02141537475815, -0.33695723483458906] User Vector: [1.8270721479959946, -0.08521807344904343] Predicted: 3.7219865771388223 Movie Vector: [2.480801257011909, 0.04768290455567113] User Vector: [1.771207011625362, 0.5987705291394159] Predicted: 4.422563698860209 Movie Vector: [2.1869008820618716, -0.3980700978182277] User Vector: [2.1823411573350855, 0.3606406832973608] Predicted: 4.629003529858611 Movie Vector: [1.0055055314266395, -0.2607955404187925] User Vector: [2.0653977401955395, -0.4769755266182785] Predicted: 2.201161942593648 Movie Vector: [1.5601907340486636, 0.06769364180704572] User Vector: [1.7728927611942085, -0.3135473252073021] Predicted: 2.744825698155014 Movie Vector: [1.7676590808484993, -0.4088870869456669] User Vector: [1.9150108877525391, -0.008172208057390825] Predicted: 3.3884278960060223
avg loss: 0.9810223834355298: 83%|█████████████████████████████████████▍ | 58314/70000 [01:22<00:16, 725.09it/s]
Movie Vector: [1.4365526876816215, -0.030602395885671235] User Vector: [1.9592459601799124, -0.33743344307696754] Predicted: 2.8248863217359186 Movie Vector: [2.118078571265544, -0.22587157886697964] User Vector: [1.948852811430152, -0.6367714614360005] Predicted: 4.271651953812799 Movie Vector: [2.147327332544691, 0.29940249590693946] User Vector: [2.11036859739167, -0.2806887608691926] Predicted: 4.447613255345874 Movie Vector: [1.85239846159524, -0.19006088027169515] User Vector: [2.12443031273076, -0.11483195936388235] Predicted: 3.957116506348778 Movie Vector: [1.5667734108274594, -0.33095681707399327] User Vector: [1.6046335358394639, -1.0188126069911265] Predicted: 2.8512801356799633 Movie Vector: [1.8799114242558652, -0.3611050879402099] User Vector: [1.4134589903138952, 0.009395433590065637] Predicted: 2.653784964735475 Movie Vector: [1.849672267503242, -0.32701984098833914] User Vector: [1.6818078080391388, -0.8691068041405928] Predicted: 3.395008430692351 Movie Vector: [2.0605654875006794, -0.09632939335790121] User Vector: [1.9747276887723249, -0.5030578149870263] Predicted: 4.117514976837887 Movie Vector: [2.0481438275037016, -0.1426439044204594] User Vector: [1.5934055395718194, -0.21720166186410206] Predicted: 3.294506213679135 Movie Vector: [1.9432662989162501, -0.03435236475275848] User Vector: [1.5111703280245823, 0.5652387799685711] Predicted: 2.917189081630501 Movie Vector: [1.8777761022129968, -0.043440996951057874] User Vector: [1.8493044326102903, -0.5654498289535399] Predicted: 3.4971433735677153 Movie Vector: [2.214890128338324, 0.24608093269384734] User Vector: [1.9101168986900694, 0.35094321386820987] Predicted: 4.3170594962721145 Movie Vector: [0.9884097496960653, -1.3142625115207736] User Vector: [1.7714842876419552, -0.2910690603632344] Predicted: 2.1334934956376737 Movie Vector: [2.021868653462082, -0.15759699311126352] User Vector: [1.896099759940505, -0.1760332806000712] Predicted: 3.8614069841707686 Movie Vector: [1.9837662530642761, -0.13451082692514302] User Vector: [1.8534595471218327, -0.6833856608787761] Predicted: 3.768753271353678 Movie Vector: [1.3964164150979714, -0.34704299329833754] User Vector: [1.9837437139220813, -0.29438630467121024] Predicted: 2.872296989827342 Movie Vector: [0.7792956392775477, -1.3577159732668218] User Vector: [2.0763600683189773, -0.44338398338610374] Predicted: 2.220087863344994 Movie Vector: [2.3429136569148397, -0.21175059217960351] User Vector: [1.9090224439355998, 0.31606128145473483] Predicted: 4.4057485917405765 Movie Vector: [1.845163832260355, -0.18211499815548646] User Vector: [1.8474942036661142, -0.20304096636030675] Predicted: 3.4459062901295554 Movie Vector: [2.129135131828678, -0.29597663723781203] User Vector: [1.4744979734877395, -1.0848146144614819] Predicted: 3.4604852187776793 Movie Vector: [2.33879987040228, -0.15102030574972272] User Vector: [1.6807018872121702, -0.408392004372579] Predicted: 3.9925008413627796 Movie Vector: [1.681727511654267, -1.1369551962137703] User Vector: [1.7480374335598843, 0.028263807611646413] Predicted: 2.907587960490327 Movie Vector: [1.8317600679369401, -0.002914504503117579] User Vector: [2.0412287896312638, -0.3950787200649078] Predicted: 3.740192845078517 Movie Vector: [1.8972054833180274, -0.3985623343530941] User Vector: [1.7430910468688874, -0.04614342407920688] Predicted: 3.3253929228582675 Movie Vector: [1.7775282268847847, -0.39941767854757326] User Vector: [1.8951800340156448, -0.39976945035168093] Predicted: 3.528410991304983 Movie Vector: [1.8706304069922068, -0.4980744307764445] User Vector: [1.8001096013525248, 0.5809674699815108] Predicted: 3.077974714297981 Movie Vector: [1.7586420042411093, -0.7835216480417403] User Vector: [2.050860038111951, -0.08761909366318907] Predicted: 3.675380064510105 Movie Vector: [1.5629726210276655, 0.20577039884531467] User Vector: [2.028759090070269, 0.2827420694204407] Predicted: 3.2290748608358237 Movie Vector: [1.6189238161111041, -0.16797480699938472] User Vector: [1.7880230822082557, -0.13082540337211654] Predicted: 2.916648523425376 Movie Vector: [2.33921333970396, -0.15112077422550924] User Vector: [2.1169317215751766, -0.3951991706304113] Predicted: 5.01167772699007 Movie Vector: [1.6227066194321473, -0.6240967440036851] User Vector: [2.2839433232510316, -0.7934676206810047] Predicted: 4.201370507586672 Movie Vector: [1.8494953009172013, -0.668034500157535] User Vector: [1.8049825108778637, -0.198538340823536] Predicted: 3.4709371333804975 Movie Vector: [2.0669621671684766, 0.02778803482140118] User Vector: [1.7836461057936275, -0.27692309459260683] Predicted: 3.679033871697421 Movie Vector: [2.0228004145995078, -0.43426237597259404] User Vector: [1.7943274362369241, -0.5962201328041358] Predicted: 3.8884822534215417 Movie Vector: [1.9408072620785701, -0.0313697732809952] User Vector: [1.8478890505404066, -0.43803480421605] Predicted: 3.6001375413017374 Movie Vector: [1.8748238058549171, 0.17123115835548444] User Vector: [1.8538133114924784, -0.200604983631999] Predicted: 3.441223504277645 Movie Vector: [2.013255258129154, 0.2552311450950926] User Vector: [1.4964807369360171, -0.006551900272644479] Predicted: 3.011125463316292 Movie Vector: [1.7827991710312285, -0.7072020525280701] User Vector: [2.0637870392790045, -0.4127382394125429] Predicted: 3.971207152880975 Movie Vector: [1.3755909312841688, -0.47392061908441313] User Vector: [1.404688801434268, -1.4792975623393245] Predicted: 2.6333467930833234 Movie Vector: [1.8047521984949846, -0.5769760773400237] User Vector: [2.201901019069306, -0.30090120075729015] Predicted: 4.147498499513521 Movie Vector: [1.9615862881000043, -0.24850430113729655] User Vector: [1.7062700556216575, 0.6616399076965479] Predicted: 3.182575582036399 Movie Vector: [1.8319973369020963, -0.5518966198751163] User Vector: [2.199309165603514, -0.37995634672652956] Predicted: 4.238825157868478 Movie Vector: [1.9233908729616174, -0.06138444259124178] User Vector: [1.9895937173679104, -0.29584017092822046] Predicted: 3.844926380875741 Movie Vector: [1.3360705408710762, -0.739271087125904] User Vector: [1.7214404672309327, -0.33972927384958335] Predicted: 2.551117925737866 Movie Vector: [1.3474883154935637, -0.723961834839281] User Vector: [1.712913154647865, -0.00968270343565059] Predicted: 2.3151403690886965 Movie Vector: [1.1663646628572468, -0.7297906147542478] User Vector: [1.6148682401673276, 0.1250497747290507] Predicted: 1.7922650985272464 Movie Vector: [1.9487621733443008, -0.20692119971672515] User Vector: [1.6586244058890824, -0.27710760250121586] Predicted: 3.2896039395424848 Movie Vector: [1.6476882565316513, -0.39901941872796465] User Vector: [1.6366479765217734, 0.9242572383397072] Predicted: 2.3278890649937916 Movie Vector: [2.0716003796219513, -0.29278124821963575] User Vector: [2.0118425443281436, 0.1963843845008711] Predicted: 4.110236113344765 Movie Vector: [1.6853023772450062, -0.9181688506868291] User Vector: [2.0933371590626955, 0.6903246827518409] Predicted: 2.894071469980661 Movie Vector: [2.167639635701093, -0.1968188753659719] User Vector: [2.4353251858846736, -0.46772653188611146] Predicted: 5.3709648087294015 Movie Vector: [1.442964820100371, 0.6932715639515048] User Vector: [2.050811160626377, -0.552745658965153] Predicted: 2.5760455099948967 Movie Vector: [1.7593796015940413, -0.36462982737871513] User Vector: [1.4845811792935366, -0.2922297978807406] Predicted: 2.7184975445156456 Movie Vector: [1.81754351662069, -0.5148407462226612] User Vector: [2.326456679690912, -0.8098183565522137] Predicted: 4.645363741863265 Movie Vector: [2.072618351621283, -0.30121524203347905] User Vector: [1.123637102877426, -0.34058416548216347] Predicted: 2.431460021824805 Movie Vector: [2.1013569913709147, -0.793419502647165] User Vector: [2.0308443963146976, -0.03276366608971111] Predicted: 4.29352440223613 Movie Vector: [1.9932455277853571, -0.5313174998278386] User Vector: [1.587278473824076, -0.43706326574405324] Predicted: 3.3960550809215273 Movie Vector: [1.933310307424785, -0.27164589857324295] User Vector: [2.045281272550617, -0.25985205710184467] Predicted: 4.024751111352525 Movie Vector: [2.192615352554451, -0.3807460359245924] User Vector: [1.9960218999122286, -0.08724925644520284] Predicted: 4.409728070311336 Movie Vector: [1.737464288704712, -0.3483205825972337] User Vector: [2.2725646708130625, -0.6576653978365604] Predicted: 4.177578353838148 Movie Vector: [1.6572238752449966, -0.2256467607386005] User Vector: [1.4297011187624253, -0.015017909908848028] Predicted: 2.3727235712015693 Movie Vector: [2.0339481335696528, -0.4650861977048678] User Vector: [1.9226759534834206, -0.10862420645129094] Predicted: 3.961142786203995 Movie Vector: [2.1372928337159265, -0.15479606017864242] User Vector: [2.261689709240755, -0.16470755011428279] Predicted: 4.859389287488691 Movie Vector: [1.874239534181475, -0.0763878211029136] User Vector: [2.0474030663432305, -0.35588507572400807] Predicted: 3.864509054842462 Movie Vector: [2.0073409571070924, -0.2307620247146431] User Vector: [1.707996572593283, -0.2251824062543423] Predicted: 3.4804950227624016 Movie Vector: [1.820859355246403, -0.12546432582592762] User Vector: [2.0479645889229743, -0.2694069327392921] Predicted: 3.762856440142718 Movie Vector: [1.9423334259738723, -0.36069016131289383] User Vector: [1.8675329867352524, -0.6353952681630208] Predicted: 3.85655256601587 Movie Vector: [1.776082803875539, -0.35527622519332525] User Vector: [1.8928314308523895, 0.7920161155573388] Predicted: 3.080440859144568 Movie Vector: [1.781269786796569, -0.1606305286637831] User Vector: [1.800270627250381, -0.15218428256089903] Predicted: 3.2312131181404875 Movie Vector: [1.5826196510324382, -0.18957327690243023] User Vector: [1.7914623767851028, -0.46192148401344635] Predicted: 2.922771530981444 Movie Vector: [1.4006632053097077, -0.6625020746864233] User Vector: [1.6487634375878304, 0.0052184967072521245] Predicted: 2.305905016393924 Movie Vector: [1.535663077254712, -0.555933660836087] User Vector: [1.8472224121729106, -0.48131704454325425] Predicted: 3.104291600447061 Movie Vector: [2.040064714522762, -0.202365951862464] User Vector: [2.036820295987366, 0.32710153052312013] Predicted: 4.089051003087653 Movie Vector: [2.286324806358379, 0.34800554257044747] User Vector: [1.7422064013893188, -0.22911513593345548] Predicted: 3.903516376101139 Movie Vector: [1.6213560444871329, -0.6328687255859923] User Vector: [2.3408602852575693, -0.32603836169723943] Predicted: 4.001707455261711 Movie Vector: [2.016687566010797, -0.29274320293393546] User Vector: [2.051751152519536, -0.2294666728263204] Predicted: 4.204915846604242 Movie Vector: [2.083162607201986, -0.25059824757476873] User Vector: [1.7811651613288173, -0.04802228819361578] Predicted: 3.7224909625969365 Movie Vector: [1.6457883906681088, -0.23353946566330502] User Vector: [2.1282239086197494, 0.17813501671419893] Predicted: 3.4610046449293317 Movie Vector: [2.2533709222218072, 0.05630960053656263] User Vector: [2.0796664008127412, -0.3805395427188269] Predicted: 4.66483176587425 Movie Vector: [2.1387798760133507, 0.36489727165355446] User Vector: [1.9834351468744558, -0.3145368936621028] Predicted: 4.127357523180986 Movie Vector: [1.9860847173826939, -0.013530255668040043] User Vector: [1.496071305534268, 0.35476119364394265] Predicted: 2.966524346385283 Movie Vector: [1.5003814135321396, -0.44505102030883303] User Vector: [1.8001296153670874, -0.05030365544347537] Predicted: 2.72326871002592 Movie Vector: [1.8769088744118014, -0.7177352447854253] User Vector: [1.8874413686044533, -0.3569829850724557] Predicted: 3.7987747248408654 Movie Vector: [1.5867914299588761, -0.7037584092186338] User Vector: [1.6452993437845638, -0.5024145167265461] Predicted: 2.964325339494131 Movie Vector: [1.682504804795499, -0.3793734291689646] User Vector: [1.7086547240538659, -0.36208131172889735] Predicted: 3.012183811825745 Movie Vector: [1.404726907180859, -0.3482762650345557] User Vector: [1.8418764336819353, -0.6654670844462304] Predicted: 2.819099776769704 Movie Vector: [1.8147664988857022, -0.5489197913481688] User Vector: [2.3737974343712325, -0.7975960555691621] Predicted: 4.7457043194408906 Movie Vector: [2.2651775817809554, -0.4225848624867049] User Vector: [1.443112053249306, -0.2836353591039388] Predicted: 3.3887650802415177 Movie Vector: [1.7446996152361582, -0.5737619302627575] User Vector: [1.776701100451941, -0.2954795894014342] Predicted: 3.2693446659163743 Movie Vector: [1.689604438069339, -0.41652377426367004] User Vector: [2.2362280346502468, -0.6869695428599129] Predicted: 4.064479958676332 Movie Vector: [1.8304666832126217, -0.28761977366337693] User Vector: [1.4638031456030045, -0.019661224554589476] Predicted: 2.68509784576447 Movie Vector: [1.6136027127423658, -0.23623344736891344] User Vector: [1.7782662268100753, -0.6995274570816001] Predicted: 3.0346669902744643 Movie Vector: [1.9774025232465449, 0.18550981224307228] User Vector: [1.7672842443875734, -0.5453264035306433] Predicted: 3.3934689254156916 Movie Vector: [1.2375142406156006, -1.225403246772425] User Vector: [1.7445511154945292, -0.22256014331490517] Predicted: 2.431632771126532 Movie Vector: [2.0615360661076525, -0.8417482587499341] User Vector: [2.000414277358345, 0.007827660104996007] Predicted: 4.117337260667438 Movie Vector: [1.807190846175442, 0.6105937609616348] User Vector: [2.095375902788799, 0.20303366753201385] Predicted: 3.9107152414767268 Movie Vector: [1.5754380248355173, -1.8330691523885132] User Vector: [1.842305430161079, -0.017036657337304917] Predicted: 2.9336673990615454 Movie Vector: [2.3179184460505367, -0.2187415691690524] User Vector: [1.6944291372586906, -0.2412455744708866] Predicted: 3.9803189882922667 Movie Vector: [1.8201585217671294, -1.5609793888641033] User Vector: [1.7770784103370774, -0.40754923753390293] Predicted: 3.8707403721611184 Movie Vector: [1.458573297664908, -1.831988449765035] User Vector: [1.6959256679000276, -0.24138680181275163] Predicted: 2.9158497268701873 Movie Vector: [1.6870268216562732, -1.1368695123059227] User Vector: [1.8266764798024941, -0.20308344113283863] Predicted: 3.31253158859357 Movie Vector: [1.9798757372892857, -0.31690042178858335] User Vector: [1.585896873257151, -0.15297109415604995] Predicted: 3.1883553454642883 Movie Vector: [1.4893768625631891, -0.28905316136927406] User Vector: [1.7270282689437013, -0.20520878496172934] Predicted: 2.631512192791241 Movie Vector: [2.2289677826890752, 0.3429900897258189] User Vector: [1.6079321571064615, -0.07619774178155322] Predicted: 3.5578939046494917 Movie Vector: [1.9313164388042736, -0.20443176374456581] User Vector: [1.733619171104654, -0.006424716655550545] Predicted: 3.3494806199381104 Movie Vector: [2.3561293686368487, -0.1828941062202034] User Vector: [1.956946342253808, -0.7227092538644245] Predicted: 4.74299801287326 Movie Vector: [1.8804503359027516, -0.05792878025692927] User Vector: [1.8179344279180918, -0.40880459572755423] Predicted: 3.4422169572216763 Movie Vector: [2.036449250905292, -0.2345996645229507] User Vector: [1.6122783384927744, -0.6375677234790502] Predicted: 3.4328961887132854 Movie Vector: [1.941600169113941, -0.12902481651024816] User Vector: [1.8811341255144982, -0.49854485875723054] Predicted: 3.7167349951482347 Movie Vector: [2.0406096206385778, -0.5860746730069943] User Vector: [1.6718098950252465, -0.23930176718384322] Predicted: 3.5517600606195554 Movie Vector: [1.884842751621945, -0.5284991079417551] User Vector: [1.910576371971805, 0.06824319306249067] Predicted: 3.565069559474586 Movie Vector: [2.0293596047980595, -0.2597624238167799] User Vector: [1.8929780165180712, -0.6943035694602951] Predicted: 4.0218870975601755 Movie Vector: [2.1392354517979717, 0.19726542092751925] User Vector: [2.315857769198996, 0.13493020534966363] Predicted: 4.980782104946394 Movie Vector: [1.256856715124425, -1.2998661999720789] User Vector: [1.604017907237085, -0.18960909318810468] Predicted: 2.262487129333331 Movie Vector: [1.612369220467357, 0.6559542880118224] User Vector: [2.184956090623279, -0.3756324247388476] Predicted: 3.2765582488699345 Movie Vector: [1.3963445436473108, 0.011546753620499495] User Vector: [1.718707776781517, -1.084822835154147] Predicted: 2.3873820442336546 Movie Vector: [2.4031646643519475, -0.27927813706333166] User Vector: [1.8408052160744586, 0.14076634271825164] Predicted: 4.384445087269318 Movie Vector: [2.047034945495897, -0.3541485863614588] User Vector: [1.4811172880005805, -0.31104646124450047] Predicted: 3.1420555114577735 Movie Vector: [1.565156791211974, -0.16404080145407596] User Vector: [1.0215152486845533, -0.09079332653022168] Predicted: 1.6137253388559163 Movie Vector: [1.8553870953077825, -0.19022242506936426] User Vector: [1.3264539283905468, 0.10178001275078177] Predicted: 2.4417246604070892 Movie Vector: [1.6884403486903732, -0.4534815977833302] User Vector: [1.8633177551950688, -0.3222319461071591] Predicted: 3.292227138080032 Movie Vector: [1.7083888740738433, -0.05815462424135988] User Vector: [1.298277902429858, -0.3659648491304371] Predicted: 2.2392460722538226 Movie Vector: [2.37994894238972, -0.2810534429162538] User Vector: [1.4800393896957702, -0.08430388185250677] Predicted: 3.546112076447427 Movie Vector: [1.854205063644779, -0.2508887982515473] User Vector: [1.8872812663559841, -0.03685103726669034] Predicted: 3.50865199305336 Movie Vector: [1.9335123143746324, -0.06288943777268398] User Vector: [1.567264540248299, -0.19211679289376762] Predicted: 3.042407405544563 Movie Vector: [2.0251837485618776, -0.20477963187988824] User Vector: [2.217613736036799, -0.48386274768041937] Predicted: 4.590160534159702 Movie Vector: [1.1208650402625662, -0.5438222291380209] User Vector: [1.9276308972659983, -0.09524095555844937] Predicted: 2.212408232032451 Movie Vector: [1.8557565754615357, 0.3048219397475129] User Vector: [2.200095980080089, 0.2068555090854212] Predicted: 4.145896679206995 Movie Vector: [2.338402368916208, -0.1509693782312697] User Vector: [1.730379561921333, -0.581642592926756] Predicted: 4.1341338873280105 Movie Vector: [2.193283665592255, -0.11564938961677104] User Vector: [1.8243927202193362, -0.30575923283881146] Predicted: 4.036771621529992 Movie Vector: [1.452021671041228, -0.3152170089440658] User Vector: [1.8087617377337912, 0.2918767149298655] Predicted: 2.534356735879043 Movie Vector: [1.9293988185272928, -0.5641817690864299] User Vector: [2.2161954185002375, 0.26002125027667916] Predicted: 4.129225573098796 Movie Vector: [1.7220997999894654, 1.1178763750859357] User Vector: [2.103353973623753, -0.28751205037062844] Predicted: 3.3007825286226695 Movie Vector: [2.028794097754546, -0.16368317094504214] User Vector: [1.5213525909925556, -0.34348164244024304] Predicted: 3.1427333216053133 Movie Vector: [1.6325318258499208, -0.4861044172954201] User Vector: [2.078417591891013, -0.6757068470383157] Predicted: 3.7215469493105173 Movie Vector: [1.8867005010192246, -0.16468933770315905] User Vector: [2.1597971471235784, 1.833757052426635] Predicted: 3.7728901251053073 Movie Vector: [1.4067994048030261, -1.1964261736940824] User Vector: [2.317202278113989, -0.41240027356272724] Predicted: 3.753245266988023 Movie Vector: [2.100932404220859, -0.19259095379372063] User Vector: [1.6850231059436451, -0.3661283698921017] Predicted: 3.610632657106341 Movie Vector: [1.8072730011199893, 0.5570801701581256] User Vector: [1.8604938970222782, -0.6273488801517028] Predicted: 3.012936767933457 Movie Vector: [1.9636170357461722, 0.25544847143597854] User Vector: [2.0083942709609306, -0.294907071877981] Predicted: 3.8683836442270065 Movie Vector: [2.238933482326325, -0.05441346408892285] User Vector: [1.3922825780688435, 0.3147154835170914] Predicted: 3.1001033212373637 Movie Vector: [1.0749460409388816, -0.708279237289551] User Vector: [1.4487714598381052, -1.0323204742033332] Predicted: 2.2885223030853394 Movie Vector: [2.0370856660458947, -0.25107434822224345] User Vector: [1.377988834041064, -0.3933869777423573] Predicted: 2.905850680832127 Movie Vector: [1.3534453080533946, -1.1101502652409276] User Vector: [1.7826642707347, -0.9939476614385333] Predicted: 3.5161698530418937 Movie Vector: [1.5695940272656699, -0.17560966380562834] User Vector: [2.1582025288200315, -0.09219575204681059] Predicted: 3.4036922638868337
avg loss: 0.9809570728092655: 84%|█████████████████████████████████████▌ | 58477/70000 [01:22<00:15, 740.85it/s]
Movie Vector: [1.9996706924620662, -0.5527970672850369] User Vector: [2.1492179973982464, -0.5465125919133585] Predicted: 4.599838799153336 Movie Vector: [1.8473015326415856, -0.5738140599675156] User Vector: [2.0654709810767184, -0.4134062266513928] Predicted: 4.0527660143004285 Movie Vector: [2.3084306610107417, -0.1652787548666965] User Vector: [1.9649001291378068, -0.4948206475324849] Predicted: 4.617619044432181 Movie Vector: [1.72422555889518, -0.3444893805113887] User Vector: [1.9026634182652942, -0.4987291971580638] Predicted: 3.452427807919814 Movie Vector: [1.708073166660955, -0.5239087709968775] User Vector: [1.9938571000796512, -0.49689390543137435] Predicted: 3.6659808861128687 Movie Vector: [2.087374475796961, -0.6564449588388835] User Vector: [1.719094228019356, -0.4082203956261025] Predicted: 3.856367633861454 Movie Vector: [1.3994130140964944, -0.1683397406711213] User Vector: [1.5474333493565466, -0.16656819329200268] Predicted: 2.1935384139993115 Movie Vector: [1.3552288852239138, 1.1126005763222035] User Vector: [1.2288259710306846, -0.36360066200966507] Predicted: 1.26079814475102 Movie Vector: [2.40198642302572, -0.28230871029413496] User Vector: [1.6521036349640472, -0.18634571590197493] Predicted: 4.0209375193402055 Movie Vector: [2.2160562230051903, -0.4981077970888138] User Vector: [1.605990100668868, -0.9745984266477209] Predicted: 4.044419432015697 Movie Vector: [1.586213238771136, -0.6432876405104195] User Vector: [1.7485097119615893, -0.658330835601946] Predicted: 3.1970053431430077 Movie Vector: [1.54889228498072, -0.6854785177516349] User Vector: [2.208451167396696, -0.06214649023845236] Predicted: 3.4632530589495274 Movie Vector: [1.7144848927984957, -0.9149091907076944] User Vector: [1.2172313331542657, -0.37311949748033874] Predicted: 2.4282951892109597 Movie Vector: [1.974761639627052, 0.0019726241410443542] User Vector: [2.159517717166405, 0.10720134558909875] Predicted: 4.264744215917459 Movie Vector: [1.889929854833607, 0.45350331811257427] User Vector: [1.8597269072187423, -0.6275852997795058] Predicted: 3.23014138794139 Movie Vector: [1.6392800300710295, -0.18199826787846332] User Vector: [1.9993783723279004, -0.29615244525535284] Predicted: 3.3314402703774926 Movie Vector: [1.8770908985298573, -0.304432126468795] User Vector: [1.8389694601442907, -0.47413334702709165] Predicted: 3.5962542593764377 Movie Vector: [2.2099858631912754, 0.7548463978072704] User Vector: [1.7152880931798906, -0.6810972506288148] Predicted: 3.276638631034281 Movie Vector: [2.069121523434571, 0.11040182499234102] User Vector: [1.5845381804105019, -0.35763687557017504] Predicted: 3.2391182900437143 Movie Vector: [1.788213527457161, 0.10290035869757197] User Vector: [1.6504538178061272, -0.18615181066187503] Predicted: 2.932208755354923 Movie Vector: [2.0182464476159154, -0.3344932100496833] User Vector: [2.037516163989546, -0.6645659811111461] Predicted: 4.334502568243593 Movie Vector: [1.781261910852894, -0.970535157061289] User Vector: [2.34760169460598, -0.8158079326796693] Predicted: 4.973463760530448 Movie Vector: [1.7847485197371806, -0.7075919041637199] User Vector: [2.1928021005448883, -0.23871981207630638] Predicted: 4.0825165094127485 Movie Vector: [1.5991038855792243, -0.49675227535504474] User Vector: [1.9513137963077107, -0.2962233638457457] Predicted: 3.267503103663707 Movie Vector: [1.6941809034655675, -0.6026436557667731] User Vector: [2.156612573106367, 0.6135622416232722] Predicted: 3.2839324451982415 Movie Vector: [1.7258370871258437, -1.393870761650687] User Vector: [1.9662901250659792, -0.4444505998032492] Predicted: 4.0130031179520405 Movie Vector: [1.8372324046249673, -0.9395671405577427] User Vector: [2.17722659985271, -0.6724244222653412] Predicted: 4.631859153129874 Movie Vector: [1.4157999073358178, -0.448806879979318] User Vector: [2.2014345820588117, -0.16034349847559773] Predicted: 3.188754142560532 Movie Vector: [1.6866439835685232, -0.2259557963338819] User Vector: [1.6228167161054636, 0.12007643892252723] Predicted: 2.709982083276032 Movie Vector: [1.9861782782917632, -0.1769842471099799] User Vector: [1.3372134590544544, -1.0850675956716838] Predicted: 2.8479841972967384 Movie Vector: [1.8892369116248042, -0.26639062708364114] User Vector: [2.576802248377856, -0.5171011519449276] Predicted: 5.005940821725514 Movie Vector: [1.6810387925817976, -0.6707883793974875] User Vector: [1.804825435362534, -0.19237346351144397] Predicted: 3.1630234545106743 Movie Vector: [2.0889004959852118, -0.8344281555656395] User Vector: [2.0074700128986875, 0.032318208877177006] Predicted: 4.16643788219494 Movie Vector: [1.452033094824372, -2.513561989214013] User Vector: [1.790654871638383, -0.40796422712485186] Predicted: 3.6255335092875196 Movie Vector: [1.9251886694505203, 0.6282875994284166] User Vector: [1.9071993276986543, -0.17499252336094742] Predicted: 3.5617729036487282 Movie Vector: [2.3581190937416654, -0.6317886090799442] User Vector: [2.0844325028800497, 0.03183078889033139] Predicted: 4.895229754818234 Movie Vector: [1.9511216497643011, -0.36368019996370127] User Vector: [1.5548262633621626, -0.6660831972527661] Predicted: 3.275896454437394 Movie Vector: [1.8444553975345643, -0.6763932966990449] User Vector: [2.122874049039225, -0.43123693100589844] Predicted: 4.207232267457912 Movie Vector: [1.6403863383701287, -0.6398283070560009] User Vector: [1.5745366642742817, -1.0488724194169847] Predicted: 3.253946697771707 Movie Vector: [2.1184957965547757, -0.0020833029790429777] User Vector: [1.9319648251486299, -0.785825526518965] Predicted: 4.09449647382946 Movie Vector: [2.0278840965051605, -0.5599712955806103] User Vector: [1.6358892062516797, -0.46229606885450325] Predicted: 3.576266233620511 Movie Vector: [2.0672888766195174, -0.015932977879463732] User Vector: [1.3618734676356887, -0.4503056067056158] Predicted: 2.8225605802771487 Movie Vector: [2.00274727992796, -0.3751171657018598] User Vector: [2.1904085795472845, -0.04724958126488051] Predicted: 4.404558953623873 Movie Vector: [2.242757828354254, -0.512185524025151] User Vector: [1.5445241635689666, 0.24215822672478654] Predicted: 3.3399637206745703 Movie Vector: [1.442637289092135, 0.3121186158177725] User Vector: [1.9191817094328256, -0.6276692806564472] Predicted: 2.572775831501554 Movie Vector: [1.5624856269091612, -0.35449693302442997] User Vector: [2.0235432048524076, -0.5658465316141932] Predicted: 3.3623480330313296 Movie Vector: [1.418602457411827, -0.22297121357924202] User Vector: [2.1160355974038176, -0.3951412781003546] Predicted: 3.089918428761248 Movie Vector: [1.795365902583027, -0.26179742942316536] User Vector: [1.737481094836697, -0.35557553246050777] Predicted: 3.2125030744163667 Movie Vector: [1.900903583722861, -0.12901406272264473] User Vector: [1.5427609944143443, -0.032067808521584716] Predicted: 2.936777101370053 Movie Vector: [1.3893539053998896, -0.7953832809754703] User Vector: [1.9363921743332737, 0.2070478569171885] Predicted: 2.5256516260419843 Movie Vector: [1.919819140061377, -0.9200704144130352] User Vector: [2.3974774890843564, -0.1217291704997665] Predicted: 4.714722579758314 Movie Vector: [2.3595922724396297, -0.1764460864453556] User Vector: [2.1692809212676343, 0.6827041709618243] Predicted: 4.998158019407696 Movie Vector: [1.9532841591776213, -0.27063574843473365] User Vector: [1.8843665107285605, -0.253296654889097] Predicted: 3.7492543852628297 Movie Vector: [2.2762372575886816, 0.052125494469952544] User Vector: [2.008346650435631, 0.03871868408063171] Predicted: 4.573491702427944 Movie Vector: [2.192022430338944, 0.24759788159118995] User Vector: [1.9853369085562855, 0.13426215453884546] Predicted: 4.385146060376843 Movie Vector: [1.8808224101253304, -0.671480313204197] User Vector: [1.7263770737946997, -0.4384887985170818] Predicted: 3.5414452844844444 Movie Vector: [1.9882072187435829, -0.3364457926009235] User Vector: [1.5138700255141684, -0.1303472874865127] Predicted: 3.0537421094185815 Movie Vector: [1.6493180069423665, 0.12854602213531524] User Vector: [1.8032682561838569, -0.37815366363704467] Predicted: 2.9255526570551575 Movie Vector: [1.4985070237850082, -0.6852820356484977] User Vector: [1.8474064564109323, -0.6201447945773381] Predicted: 3.1933256379423325 Movie Vector: [2.3875533467124064, -0.16749078359190808] User Vector: [1.6848661376971508, -0.2141824622553852] Predicted: 4.058581374256038 Movie Vector: [1.0971109139082227, -0.46631946752098274] User Vector: [1.704920731368491, 0.08175790853110923] Predicted: 1.8323618373609045 Movie Vector: [1.9395608240578692, -0.03723350188252956] User Vector: [2.0451526203830825, -0.011472187297580651] Predicted: 3.9671250514216636 Movie Vector: [1.9687844114240438, -0.2727192932343268] User Vector: [1.8770895225763458, -0.20110218352203424] Predicted: 3.7504290362537196 Movie Vector: [2.091456543356267, -0.09645921884679029] User Vector: [1.7867597914993993, -0.15096590862032222] Predicted: 3.7514925109553103 Movie Vector: [2.2977376733932457, -0.37083168818448475] User Vector: [2.2618327914120138, 1.1244104749213757] Predicted: 4.780131381116179 Movie Vector: [1.4608203897034577, 1.333521562579939] User Vector: [2.0655545224296543, -0.11200457936686922] Predicted: 2.868043640716011 Movie Vector: [1.8145901312212758, -1.8829549002719328] User Vector: [1.9199897786967166, -0.009069452181595954] Predicted: 3.501071873896901 Movie Vector: [1.5623460829492837, -1.2920820982117347] User Vector: [1.6384911585423658, -0.3272639642003644] Predicted: 2.982742153028796 Movie Vector: [2.2590906673034974, -0.19010421767401364] User Vector: [1.7608582424386428, -0.3563843596754601] Predicted: 4.045688591824934 Movie Vector: [1.7075596624818523, -0.5906386969417443] User Vector: [1.9045375300091434, -0.36710464566480167] Predicted: 3.468937671483153 Movie Vector: [2.041341678835353, -0.25228935081668963] User Vector: [1.8547010119405714, -0.11424212303046939] Predicted: 3.8149005485076715 Movie Vector: [2.046248293283979, -0.2082633971655191] User Vector: [1.9505406963667304, 0.0062981356548057] Predicted: 3.9899788997940875 Movie Vector: [1.48231445471775, -0.21319595548023051] User Vector: [2.282439968009785, -0.3828363303845145] Predicted: 3.4649129138552945 Movie Vector: [1.8980075860544865, -0.2778686093564667] User Vector: [2.236350260891758, -0.2061509677285181] Predicted: 4.301892642967699 Movie Vector: [2.232975987476223, -0.1877571489274603] User Vector: [1.8096793841962506, -0.43741721142681295] Predicted: 4.123098818450285 Movie Vector: [2.062831316317701, -0.3331382465073321] User Vector: [1.6989825781531747, -0.0021982558129853063] Predicted: 3.5054467911794673 Movie Vector: [1.5712859555278982, 0.06728043848687267] User Vector: [1.9742323985424834, -0.5116910759035498] Predicted: 3.06765684082135 Movie Vector: [1.4667539445353575, -0.5337158456098988] User Vector: [2.0923588444746075, 0.04942504569641735] Predicted: 3.042596658458402 Movie Vector: [1.9554332685913614, -0.24400203441792892] User Vector: [1.567138236169151, -0.0824750467795088] Predicted: 3.084558322689658 Movie Vector: [1.9121026510593686, -0.5275254213582389] User Vector: [2.3086107868507337, -0.18700055841704613] Predicted: 4.512948354174721 Movie Vector: [1.6272693120538524, -0.6310904431242962] User Vector: [2.0927280829255688, 0.06684813043279783] Predicted: 3.3632449715612025 Movie Vector: [1.906669318730086, -0.8683747958210913] User Vector: [2.1599540360950207, 0.22485261674525028] Predicted: 3.923061745333598 Movie Vector: [1.9077975752593865, -0.5311963252689867] User Vector: [1.6514917155038262, 0.11388808196815649] Predicted: 3.0902149597657464 Movie Vector: [1.7298285862182157, -0.3525487559343526] User Vector: [2.1122933810365816, -0.959723398513914] Predicted: 3.992254763183774 Movie Vector: [2.1245105325189386, 0.013904503226268242] User Vector: [2.159803967282606, -0.4663847639713714] Predicted: 4.582041428212763 Movie Vector: [2.0664438200033928, -0.24646087277715872] User Vector: [1.9464089891310883, 0.7812988040565483] Predicted: 3.8295852416414613 Movie Vector: [1.6175409928258784, -0.1787782325280995] User Vector: [1.9948648886801281, -0.9453041868135245] Predicted: 3.3957755443090742 Movie Vector: [1.1894278476791709, -0.6452552006435747] User Vector: [1.6697070067977116, -0.4204440721116337] Predicted: 2.2572897354600268 Movie Vector: [1.377338668937345, -1.157149163161845] User Vector: [2.078873781208149, -0.6221264434429354] Predicted: 3.583206340108825 Movie Vector: [2.064381483090538, -0.2279149290132371] User Vector: [1.7154426148794018, -0.031747408926822616] Predicted: 3.5485636779133607 Movie Vector: [1.6957585451562276, -0.27144255499696285] User Vector: [2.057206898720587, -0.10936672325329067] Predicted: 3.518212960451297 Movie Vector: [1.6579003007156903, -0.6017537256623792] User Vector: [2.0344351352332954, -0.07834838132526872] Predicted: 3.420037052851944 Movie Vector: [2.1029976057929614, -0.03800145194664739] User Vector: [1.8487344804629526, -0.3062439515025372] Predicted: 3.899521900967459 Movie Vector: [1.082943000995378, -0.02570197921513244] User Vector: [1.9005066262675592, -0.46826097976901765] Predicted: 2.0701755832310726 Movie Vector: [1.6048144532887887, -0.36633340853766644] User Vector: [1.8565365328671077, 0.18181534926132753] Predicted: 2.9127916243844223 Movie Vector: [1.3306022126745496, -0.7670528654730017] User Vector: [1.9564528297845032, -0.2561460549899417] Predicted: 2.7997380297642835 Movie Vector: [2.2393096922547415, -0.42168488104460666] User Vector: [1.4583783809075495, 0.3131091376284875] Predicted: 3.1337274538862046 Movie Vector: [1.9706156346866819, -0.512321531027942] User Vector: [1.7393409829687212, -0.12577429093389883] Predicted: 3.492009412384672 Movie Vector: [1.9722886285785417, 0.2541751586767818] User Vector: [1.4334180131158698, -0.06578922732870025] Predicted: 2.810392059972582 Movie Vector: [1.9489795116929003, -0.14679970479769922] User Vector: [2.0613825878261505, -0.6439216362361923] Predicted: 4.112119935545983 Movie Vector: [1.5899413323958276, -0.570076543239054] User Vector: [1.6344264365079144, -0.22105819865443443] Predicted: 2.72466223990793 Movie Vector: [1.8345691201557917, -0.5555734730761285] User Vector: [1.5887587260424711, 0.03360022740386939] Predicted: 2.8960203031406575 Movie Vector: [2.344462313189079, -0.3667517671998865] User Vector: [1.7531357199306796, 0.024817040438669745] Predicted: 4.10105893184553 Movie Vector: [1.7352881734645513, -0.41514258133595106] User Vector: [2.177380958200204, -0.6898555948200913] Predicted: 4.064771858274387 Movie Vector: [1.706594573694212, -0.9478058519084226] User Vector: [2.088991226712516, -0.6880138421272246] Predicted: 4.217164637764576 Movie Vector: [1.481714904187567, -0.6843002404941637] User Vector: [1.5339792860136443, -0.07892699123139167] Predicted: 2.3269297298825418 Movie Vector: [1.8435626177859392, -1.1712851931415376] User Vector: [1.8785755600965297, 0.27672094645407264] Predicted: 3.139152530066478 Movie Vector: [2.086457105356114, 0.08435143223935483] User Vector: [1.9989713618642135, -0.2517097093381394] Predicted: 4.149535926873752 Movie Vector: [1.3450099472457044, -0.11685628906768318] User Vector: [1.6754572246769468, -0.3555117453667618] Predicted: 2.2950504166587096 Movie Vector: [2.230577616318216, -0.2774467905283225] User Vector: [1.6952321835299857, -0.6879475800386678] Predicted: 3.972215811177694 Movie Vector: [1.8420272309319774, -1.0092418671782026] User Vector: [1.5087134032405534, -0.14061704902953379] Predicted: 2.921007785560812 Movie Vector: [1.847616187590058, -0.03421919535686471] User Vector: [2.1033342271997504, 0.18166689416109036] Predicted: 3.8799378711453105 Movie Vector: [1.2443061562407678, -1.1413905756905136] User Vector: [1.6090626621957373, -0.03656769352312285] Predicted: 2.0439045971093464 Movie Vector: [1.3297799113054032, -0.7238617333101361] User Vector: [2.0538275210454255, -0.25355872705860244] Predicted: 2.914680038436934 Movie Vector: [1.7898909779986987, -0.05326689072825911] User Vector: [2.059566646821647, 0.011050524996049929] Predicted: 3.685811132625644 Movie Vector: [1.76080100627032, -0.2490649914557472] User Vector: [1.8602495497324898, -0.5825639823731644] Predicted: 3.420625572375076 Movie Vector: [1.8790299628644977, -0.2918397932047092] User Vector: [1.7681449388270183, -0.30441008593148605] Predicted: 3.411236295270854 Movie Vector: [1.9121209551188096, -0.8678072769354745] User Vector: [2.11009845300906, -0.07274591370845752] Predicted: 4.097892902645926 Movie Vector: [2.114399964754454, 0.045989892875324054] User Vector: [1.7749458909050484, -0.11537090789246411] Predicted: 3.7476396334757935 Movie Vector: [0.8296319443596981, -0.6883517038692741] User Vector: [1.568386363606845, -0.054263533531300985] Predicted: 1.3385358241106218 Movie Vector: [1.5819802497738613, -0.49415278520172745] User Vector: [1.2387019531829704, 0.11077673023945381] Predicted: 1.9048613955083988 Movie Vector: [1.4123606305060639, -0.22180563608883944] User Vector: [1.8729629395047054, -0.7811281412332309] Predicted: 2.8185577423864863 Movie Vector: [1.9770385271301876, -0.32815698280256944] User Vector: [2.124239107782829, 0.6559270987230451] Predicted: 3.984455499267911 Movie Vector: [1.9590806239351315, -0.13365754883998515] User Vector: [1.892074682945633, -0.6335339617166759] Predicted: 3.7914034468269326 Movie Vector: [2.333078382471068, -0.1714857886555083] User Vector: [2.0790953269032277, 0.21767026904451658] Predicted: 4.813365004540583 Movie Vector: [2.067178351094028, -0.18525674193336922] User Vector: [1.810497173599427, 0.1442885206888343] Predicted: 3.7158901407404628 Movie Vector: [1.1404226233633739, -1.865437762420869] User Vector: [1.3842805124884778, -0.39416243804416906] Predicted: 2.3139503099783747 Movie Vector: [1.9542919773480731, -0.37365707601892734] User Vector: [1.3016335790904578, 0.34262578435994] Predicted: 2.4157475123107135 Movie Vector: [2.3386502505768076, -0.3668340416018287] User Vector: [1.8770941496875595, -0.3271868654981168] Predicted: 4.509889983752779 Movie Vector: [2.053155802761519, -0.13285681309956626] User Vector: [1.8485104557808034, -0.760096676779061] Predicted: 3.8962639908761334 Movie Vector: [1.9188310955786771, -0.5490437949616144] User Vector: [1.9867938392588522, -0.30646086032339187] Predicted: 3.9805822330331857 Movie Vector: [1.3361128763432295, -0.18265746256087875] User Vector: [2.1480036810917875, -0.009753512325693525] Predicted: 2.8717569285518607 Movie Vector: [1.8790608256394383, -0.35801416154322974] User Vector: [1.8638313020070316, -0.4781655137123241] Predicted: 3.6734424106725676 Movie Vector: [1.775746509853153, -0.8923344818217428] User Vector: [2.08636172067398, -0.2985423275544196] Predicted: 3.9712491569381694
avg loss: 0.9812308594003344: 84%|█████████████████████████████████████▋ | 58552/70000 [01:22<00:17, 661.92it/s]
Movie Vector: [1.7465229788354033, -1.101692858619081] User Vector: [2.0758341545719423, 0.4862341689701956] Predicted: 3.0898113396402116 Movie Vector: [2.1657865640191574, -0.37957330738332096] User Vector: [2.0571748379498604, -0.3189915658878988] Predicted: 4.57648230756155 Movie Vector: [2.1520356983728006, -0.6541187241669344] User Vector: [1.566695655131092, -0.09403638858704605] Predicted: 3.433095940855497 Movie Vector: [1.510457058394064, -0.816776756988459] User Vector: [2.7408022580230558, 0.4152373023431535] Predicted: 3.8007079391048357 Movie Vector: [1.6627106570545411, 0.2755737691020499] User Vector: [1.5212886886768955, -0.7119373203625121] Predicted: 2.333271664382891 Movie Vector: [1.9044269241430303, -0.022745957797999858] User Vector: [1.8044372626154774, -0.31004679448784983] Predicted: 3.4434712171546886 Movie Vector: [1.1177938273626493, -0.3820419289192721] User Vector: [2.15804627910778, -0.24684339307186412] Predicted: 2.5065553359797628 Movie Vector: [2.0367791704336793, -0.19930767523200615] User Vector: [1.7532062079311086, -0.5525152632740272] Predicted: 3.6810144184424463 Movie Vector: [1.6619662191395805, -0.34246152162153665] User Vector: [1.841915037639501, -0.6597680810300977] Predicted: 3.287145752028948 Movie Vector: [1.5412953793362882, 0.339369331346462] User Vector: [1.1440384460785555, -0.10363472594150024] Predicted: 1.7281307230769043 Movie Vector: [1.997826687884528, -0.13969502398884576] User Vector: [2.0659778232559853, -0.0897971578451029] Predicted: 4.140009847997694 Movie Vector: [2.146425688885267, -0.5722425798493713] User Vector: [1.6839660730075035, -0.6862979873380382] Predicted: 4.007236969134299 Movie Vector: [1.9552431001203727, -0.5501167126932935] User Vector: [1.8982156983982086, -0.43204541239243394] Predicted: 3.9491485488328157 Movie Vector: [1.9566703680315842, -0.3828758617228538] User Vector: [2.049014782472718, -0.7457120489129546] Predicted: 4.294761651847712 Movie Vector: [1.7099527019353995, -0.18723774103494611] User Vector: [1.999485973645364, -0.24024021390546463] Predicted: 3.4640084780742346 Movie Vector: [1.363774350107385, -0.12885590877826134] User Vector: [1.7938912256317003, -0.2181853186349473] Predicted: 2.474577307913993 Movie Vector: [1.189019807406311, 1.1741140483309938] User Vector: [1.9915513585226627, -0.8460564228396892] Predicted: 1.374627281013647 Movie Vector: [1.7553200254519146, -0.22087427698125772] User Vector: [1.988956686953155, -0.08366518727267509] Predicted: 3.5097349901127215 Movie Vector: [2.1686630700612497, -0.4966275564344044] User Vector: [2.0133937557185195, 0.5256210778971041] Predicted: 4.105334771992218 Movie Vector: [1.9999014716152779, -0.06808880948866304] User Vector: [1.9163731632952987, -0.28517242756611233] Predicted: 3.851974560530262 Movie Vector: [1.3608650819039665, -0.11206593554615853] User Vector: [2.052790987505285, -0.33292331167029415] Predicted: 2.830880937730561 Movie Vector: [1.9114840004230034, -0.5866602495609703] User Vector: [1.9004336595575262, -0.2555228260419773] Predicted: 3.782553619003859 Movie Vector: [1.5452106481483545, -0.497441079233891] User Vector: [2.104984179088357, -0.3372213709868823] Predicted: 3.420391730435599 Movie Vector: [1.8614510558674298, -0.6321687809246646] User Vector: [1.789324761766064, 0.4174286049063467] Predicted: 3.066855134792448 Movie Vector: [1.215830798055813, -0.13109370594710615] User Vector: [1.929264986962981, -0.99760128921808] Predicted: 2.476439038821548 Movie Vector: [1.7649444057254684, -0.651362283197046] User Vector: [1.8471315027725486, -0.3178846396616681] Predicted: 3.4671424771409813 Movie Vector: [2.348992223727587, 0.3397642378446154] User Vector: [1.790835994745878, -0.5778689011548379] Predicted: 4.010320638854547 Movie Vector: [1.345149557813257, -0.18269849572338082] User Vector: [1.7597971791148352, -0.2473463877921694] Predicted: 2.412380210299579 Movie Vector: [1.8782665549122375, -0.033453682991911995] User Vector: [1.8217469773893744, -0.3056197257845402] Predicted: 3.4319505245653934 Movie Vector: [1.547259399088494, -0.5745256060263029] User Vector: [2.2357240370408222, -0.07421638460087543] Predicted: 3.5018842434193833 Movie Vector: [1.1367874958436355, -0.2132184798978093] User Vector: [2.1754682508708414, -0.5537693183282828] Predicted: 2.5911189574628004 Movie Vector: [1.3924866102959563, -0.4917136966334653] User Vector: [1.74536326877276, 0.026032909928917308] Predicted: 2.4175942434931765 Movie Vector: [2.3801289373544265, -0.20558916161979077] User Vector: [1.8137503328553597, -0.054343904250092626] Predicted: 4.328132170079187 Movie Vector: [1.7910962776216932, 0.9007186663513816] User Vector: [1.8513626702757882, -0.24046227684990584] Predicted: 3.099379925946659 Movie Vector: [1.8559004599923288, -0.033503675199277314] User Vector: [2.2322837271329643, -0.7529759925862427] Predicted: 4.168123859107921 Movie Vector: [1.965310296591889, -0.43053884575846163] User Vector: [1.9563750395958113, -0.5564132387752295] Predicted: 4.084441522900026 Movie Vector: [1.9582404530600037, -1.1543927349469294] User Vector: [2.2918888216986306, -0.9212592409752304] Predicted: 5.551564379350813 Movie Vector: [2.012419149241826, 0.038109345019708765] User Vector: [1.8855645822445517, -0.4242558614838901] Predicted: 3.7783781594391765 Movie Vector: [2.400851666851623, -0.2821807177474441] User Vector: [1.7764311561311044, -0.699258800448071] Predicted: 4.462265052446171 Movie Vector: [1.7479206067869555, -0.5376777983234078] User Vector: [1.8297637387410919, 0.14256188636891562] Predicted: 3.121629383309427 Movie Vector: [1.9672816758556184, -0.338285648230153] User Vector: [1.8005412815420614, -0.1999173899514463] Predicted: 3.6098010536514944 Movie Vector: [2.1483926696735427, -0.41514731662862814] User Vector: [1.758682430226788, -0.344231698391444] Predicted: 3.9212473072686063 Movie Vector: [1.8737738959702972, -0.1233074509015811] User Vector: [1.6725925416538199, 0.6149201881060072] Predicted: 3.058236002242267 Movie Vector: [1.9506863562604257, -0.09897945863906311] User Vector: [2.0239559502864664, -0.1499781682601204] Predicted: 3.9629480157979797 Movie Vector: [1.4631312811836148, -1.4086739197006535] User Vector: [1.872658616383647, -0.23130191385194923] Predicted: 3.065774374229029 Movie Vector: [1.393552695438685, -0.5421584528004629] User Vector: [1.6639391267199204, -0.42645651287086755] Predicted: 2.5499938582911867 Movie Vector: [1.4065760352865648, 0.3239124658344033] User Vector: [1.730226876943292, -0.45224560876825187] Predicted: 2.287207670418246 Movie Vector: [2.064558439382408, -0.5573471383710015] User Vector: [1.821623935217541, -0.12525797315484374] Predicted: 3.8306612417303714 Movie Vector: [1.7781125086106309, 0.10887014902801842] User Vector: [1.6782927665293503, -0.027645935861447726] Predicted: 2.981183544119324 Movie Vector: [1.7870536068877174, -0.4134279771278717] User Vector: [1.4885324009354792, -0.29210884548109467] Predicted: 2.780853165149389 Movie Vector: [1.402168449066714, -0.44781402026592687] User Vector: [2.1183572448388643, -0.10267153024395709] Predicted: 3.0162714432903486 Movie Vector: [1.854077693354123, -0.051998281714302416] User Vector: [2.028153996264983, -0.4486982279817931] Predicted: 3.783686620025232 Movie Vector: [2.1986865132258187, -0.17787887479638478] User Vector: [1.9706173249733767, -0.7321890180835469] Predicted: 4.463010693823075 Movie Vector: [1.9386490370601352, -0.024778608945248137] User Vector: [1.8186801795532637, -0.5647413589276881] Predicted: 3.539776084099366 Movie Vector: [1.5609309690188873, -0.7852777717133368] User Vector: [1.9662128923909912, -0.42272861787870725] Predicted: 3.401081982504549 Movie Vector: [1.8331822173020726, -0.33138415805752097] User Vector: [2.0925373296559346, 0.029659339089869646] Predicted: 3.8261735866531854 Movie Vector: [2.1411770809915547, -0.21646254880755827] User Vector: [1.2545514479234405, -1.8798021024417457] Predicted: 3.093123561566788 Movie Vector: [1.9126311458026926, -0.010981967199415053] User Vector: [2.053811095342352, -0.6935431409386132] Predicted: 3.935799536572093 Movie Vector: [1.8867505802209734, -0.09424172184428299] User Vector: [1.627105730082525, 0.061858959850413966] Predicted: 3.0641129854262754 Movie Vector: [1.5912520211082648, -1.0768305864803758] User Vector: [1.9911160267621428, 0.20521972324475218] Predicted: 2.9473805269073305 Movie Vector: [1.9423490334367244, 0.21937170700140615] User Vector: [1.5154763375890035, -0.0884887095328168] Predicted: 2.924172080251662 Movie Vector: [2.073242885113984, -0.024226896428138724] User Vector: [1.8454583370425153, -0.6310091537935009] Predicted: 3.841370760461842 Movie Vector: [2.252809122454442, -0.25939724308507167] User Vector: [1.7501917247118077, -0.9141291062146455] Predicted: 4.1799704534509345 Movie Vector: [1.538987708238258, -0.30118345177730454] User Vector: [1.4413803524126776, -1.7125569708410215] Predicted: 2.7340604651024227 Movie Vector: [1.7431201962190037, -0.20788744879949853] User Vector: [2.0222909923764396, -0.5096332688857783] Predicted: 3.6310426315351565 Movie Vector: [1.4042102868991855, 0.7037168942693062] User Vector: [1.8995179276584133, -0.7182513838090359] Predicted: 2.1618769810486405 Movie Vector: [2.3072522076393187, -0.36136120623382] User Vector: [1.7178284214961956, -0.14006345382757643] Predicted: 4.014076916467071 Movie Vector: [1.6333681828055686, -0.682972467195019] User Vector: [1.9222015515695619, -0.05312870008920369] Predicted: 3.1759482946520072 Movie Vector: [1.5558437902704034, -0.17705105619369338] User Vector: [1.7435664983733141, 0.04690143719216381] Predicted: 2.7044131604257577 Movie Vector: [1.5641870096771249, -0.7695089851629404] User Vector: [1.4912452611182005, -0.07643747618269511] Predicted: 2.3914057904094235 Movie Vector: [2.0071276507624747, -0.4264846038272396] User Vector: [1.6986869527010215, -0.4361654635730552] Predicted: 3.595499407690747 Movie Vector: [1.730593912670301, -0.6760703805812951] User Vector: [1.8304534290779868, -0.8364780586866332] Predicted: 3.7332896012730172 Movie Vector: [2.1562577337337268, 0.33667813504388217] User Vector: [1.8446220635823014, -0.39751125492798556] Predicted: 3.8436472424470964 Movie Vector: [1.949223164414309, -0.2825897575711667] User Vector: [1.1577847534508632, -0.100608002314111] Predicted: 2.2852116518157963 Movie Vector: [1.2798819666684038, -0.8502503282716043] User Vector: [2.2243878578291505, -0.4030988164954215] Predicted: 3.189688807162818 Movie Vector: [2.10131028708479, -0.18253338311682885] User Vector: [1.9103736744486055, -0.1831440235085274] Predicted: 4.047717752503464 Movie Vector: [1.4853025830250548, 0.30263021343032814] User Vector: [1.9577189841039067, -0.4345966978680661] Predicted: 2.77628297249479 Movie Vector: [1.6593833951188515, 1.1974547585109048] User Vector: [1.4912732679868217, -0.6404178988606494] Predicted: 1.7077226380557171 Movie Vector: [1.5598884148057826, 0.05009990378959967] User Vector: [1.8990434407493815, -0.1832058966506558] Predicted: 2.9531172646419868 Movie Vector: [1.8066573700326183, -0.7108297533906177] User Vector: [2.019297618374008, 0.012248925325690075] Predicted: 3.6394720239561544 Movie Vector: [2.0633597413231572, -0.2864826015111174] User Vector: [1.4453666956023092, 0.22913397555562626] Predicted: 2.916668553743327 Movie Vector: [1.7448410184406582, -0.5882307129449489] User Vector: [1.203491369655531, -0.1072343454791618] Predicted: 2.1629796426076915 Movie Vector: [1.594036534839979, -0.5269865529728455] User Vector: [1.817397910507798, -0.22040634240023171] Predicted: 3.0131498463261193 Movie Vector: [2.1354864738890074, -0.07267896973356788] User Vector: [2.023930802908742, -0.24180569835086546] Predicted: 4.339651042730784 Movie Vector: [1.515960296987293, -1.1038659779936624] User Vector: [1.790040699836822, -0.577983934642777] Predicted: 3.3516474322230443 Movie Vector: [1.4458681571482783, -0.6316717567251644] User Vector: [1.8222839716599257, -0.6014622875095765] Predicted: 3.0147091076598924 Movie Vector: [1.6235362329465692, 0.09567292100362261] User Vector: [1.5071836995865147, -0.6289365124100816] Predicted: 2.3867951527170597 Movie Vector: [1.8833905722712239, 0.14534567358784395] User Vector: [1.7968012681425736, -0.5859308385352003] Predicted: 3.2989160562619135 Movie Vector: [1.8256748294263334, -0.2943808816271771] User Vector: [1.9014425306208116, -0.1831288435931419] Predicted: 3.5253253981834405 Movie Vector: [1.8941962234924123, -0.3585351014896582] User Vector: [1.8379756851206108, -0.3210508541578951] Predicted: 3.5965946022051827 Movie Vector: [1.5336328059870943, -0.519661043866213] User Vector: [2.4154441659823345, -0.13033967318421177] Predicted: 3.772136864604733 Movie Vector: [2.0526037711478056, -0.2529830504088377] User Vector: [2.0159011149686377, -0.32015326738852057] Predicted: 4.2188395810279955 Movie Vector: [1.8274507291260846, -0.7083809323103857] User Vector: [2.092466565114085, -0.28529360723001845] Predicted: 4.025976101561482 Movie Vector: [1.6632246658536767, 0.051482313424174815] User Vector: [1.7857274485064498, -0.25086824243207384] Predicted: 2.9571506613628187 Movie Vector: [0.8122139665646653, -0.6877490710971078] User Vector: [2.0549503132436473, -0.7834522484401185] Predicted: 2.2078779011265564 Movie Vector: [1.905344634172671, -0.8675736624052588] User Vector: [1.926606702471113, 0.08674838247918587] Predicted: 3.5955891308192394 Movie Vector: [1.6535971759820252, -0.13829789668395912] User Vector: [1.4431125065561532, -0.7076658911618511] Predicted: 2.48419546976826 Movie Vector: [2.3190124298047117, -0.21889732589763697] User Vector: [1.8215035548642358, -0.18205083026853858] Predicted: 4.263939824586859 Movie Vector: [2.0654265662767655, 0.37652977812634614] User Vector: [1.4122683760305856, -0.4150742803761033] Predicted: 2.760648795870149 Movie Vector: [2.2800352102258907, -0.045122713509222576] User Vector: [2.0799905444300046, -0.9547126743543386] Predicted: 4.785530904725845 Movie Vector: [1.930284488983745, 0.034795385101935486] User Vector: [2.1011729004058273, -0.279331043271744] Predicted: 4.04614202710479 Movie Vector: [1.62576945445691, -0.3673506314774239] User Vector: [2.3222617212425005, 0.46723781335665404] Predicted: 3.603822065863887 Movie Vector: [2.140695468226945, 0.19735048673734373] User Vector: [1.9903022748623138, -0.39677035999187343] Predicted: 4.182328236532187 Movie Vector: [1.7663183697331033, -0.20784195499835392] User Vector: [1.941661794511295, 0.23868634525823268] Predicted: 3.3799838588243594 Movie Vector: [1.5833349588419863, -0.4701102013015834] User Vector: [1.8834240660007657, -0.07805270910945211] Predicted: 3.018784540814907 Movie Vector: [0.6752944107549844, -1.9586498365820746] User Vector: [1.741201921255026, -0.13557727571336942] Predicted: 1.4413723343395937 Movie Vector: [1.7584033031054278, -0.3534481058261327] User Vector: [1.9104491135490616, -0.21117659205333883] Predicted: 3.4339799981355767 Movie Vector: [1.7499334164571119, -0.3118567445210928] User Vector: [2.0070804945395286, 0.08864824608522526] Predicted: 3.4846116734823442 Movie Vector: [1.935587455829147, -0.2836730130981074] User Vector: [2.035532129869706, 0.22764066156294777] Predicted: 3.8753749441437813 Movie Vector: [1.7512283292200117, 0.13949010768543765] User Vector: [1.6647783966936913, 0.003325570078397437] Predicted: 2.9158709742918143 Movie Vector: [2.3140517984289053, -0.36272155150730745] User Vector: [1.8864730387933102, -0.5628598834141018] Predicted: 4.569557738300487 Movie Vector: [2.0735306767823545, -0.15015258118343727] User Vector: [1.7653650438724169, -0.11007035167559426] Predicted: 3.6770659216045427 Movie Vector: [2.201268407592037, -0.5945936521612863] User Vector: [2.131504036330894, 0.2529414931065775] Predicted: 4.541615089660737 Movie Vector: [1.8363312699691055, -0.5089867156803506] User Vector: [1.9815546476531882, -0.2941735966398422] Predicted: 3.7885212154317522 Movie Vector: [1.966853048335644, -0.4410389931993796] User Vector: [2.4350244061387207, 1.3607597862553602] Predicted: 4.189187049869366 Movie Vector: [2.3628122874458968, -0.3658913074798264] User Vector: [1.5600040228915153, -0.3086435302680791] Predicted: 3.7989266585880794 Movie Vector: [2.0293646738521374, -0.43644355174036326] User Vector: [1.8215814048187629, -0.457412416676277] Predicted: 3.896287653229484 Movie Vector: [1.4235089053519665, -0.226455077369637] User Vector: [1.9669391122740176, 0.3558417453294275] Predicted: 2.7193731726372334 Movie Vector: [2.1092942371712233, -0.4695790877007809] User Vector: [2.1879708682374703, -0.2368043932763701] Predicted: 4.7262727344300695 Movie Vector: [1.9099585997988242, -0.11720974641488865] User Vector: [1.7855597075095933, -0.2037856039981319] Predicted: 3.434230777779847 Movie Vector: [1.7558228723536455, 0.13949928576895884] User Vector: [1.575527176517787, 0.1899452958489164] Predicted: 2.7928438856507873 Movie Vector: [1.8445516475777173, -0.6716188482386614] User Vector: [2.1286004504629243, -0.0741198837986934] Predicted: 3.97609377892452 Movie Vector: [1.5509525467367353, -1.019340589066005] User Vector: [2.1534240572153296, -0.549634658614848] Predicted: 3.9001234424258207
avg loss: 0.9811828290397131: 84%|█████████████████████████████████████▋ | 58705/70000 [01:22<00:16, 692.93it/s]
Movie Vector: [1.235645474720365, -0.6251144804507263] User Vector: [2.2564562829125663, -0.9003715786396671] Predicted: 3.3510153064791837 Movie Vector: [1.5765419317630522, -0.4692006207374725] User Vector: [1.7130929559399966, -0.18254732513287475] Predicted: 2.7864141963136295 Movie Vector: [1.7133725398722657, -0.3496880509366878] User Vector: [1.994294308823951, -0.29770472329668785] Predicted: 3.5210728896067627 Movie Vector: [2.0224563346181665, -0.8749264871450394] User Vector: [2.069025729209149, -0.16853332698681667] Predicted: 4.331968464274457 Movie Vector: [2.4145525343304417, -0.4947215688116935] User Vector: [1.6148058780648458, -0.5475120893827101] Predicted: 4.16989966513595 Movie Vector: [1.8479910871420864, 0.1741347825040541] User Vector: [2.1696670421865982, -0.4226965222675627] Predicted: 3.9359191890564844 Movie Vector: [2.0500778953754435, 0.9502682824028762] User Vector: [1.8167435015658315, -0.6279763185193669] Predicted: 3.1277197165380133 Movie Vector: [2.2788042917435676, -0.35220488516987747] User Vector: [1.9924789120551054, 0.011067758610358611] Predicted: 4.536571377349279 Movie Vector: [2.128790917416139, 0.1997236804830383] User Vector: [1.6806878299747994, 0.05252228138727593] Predicted: 3.588322930808226 Movie Vector: [1.5458572716314618, 0.9620968609134891] User Vector: [1.9936398705794034, -0.9506286161881958] Predicted: 2.16728588342038 Movie Vector: [1.9827460884664745, -0.06892456109595041] User Vector: [1.9926811612441941, 0.0239405667362104] Predicted: 3.9493306849630767 Movie Vector: [2.0240698171325993, -0.4472506594297764] User Vector: [1.575587934316196, -0.14079123444979333] Predicted: 3.252068954537315 Movie Vector: [1.772977728531868, -0.6184386764975656] User Vector: [1.9478750362235415, -0.652853717589035] Predicted: 3.857289046239823 Movie Vector: [2.275869447641345, -0.16851549872387975] User Vector: [1.8866474634086896, 0.3686147258760001] Predicted: 4.2316460260739195 Movie Vector: [1.3647688434027645, 0.4738618406597962] User Vector: [1.5673259941707263, -0.3009934708022086] Predicted: 1.9964083641985548 Movie Vector: [0.11948247849940599, -0.20757716190687095] User Vector: [1.4417243613941588, -0.45092103231850333] Predicted: 0.26586170814513876 Movie Vector: [1.9237280256032716, 0.15937964271888602] User Vector: [1.5627283871669528, -0.03472170364475044] Predicted: 3.000730462077376 Movie Vector: [1.3125655990274183, -0.24652598831385167] User Vector: [1.64056168319351, -0.5061642121188572] Predicted: 2.278127461084022 Movie Vector: [2.078338913722595, 0.080358371493011] User Vector: [1.9952390106787434, 0.2087951674540449] Predicted: 4.163561317703222 Movie Vector: [1.6574856807077913, -0.7793913755442732] User Vector: [2.1447222961077306, 0.28092093791322215] Predicted: 3.3358991386739256 Movie Vector: [2.296388203763612, -0.1870657814518464] User Vector: [1.8247276508102626, -0.13965448482001963] Predicted: 4.216407627738087 Movie Vector: [2.2303143075517813, 0.5271311761474917] User Vector: [1.7644179053722344, -0.20289121669724577] Predicted: 3.8282562131646247 Movie Vector: [2.0107345386729074, -1.358354086922247] User Vector: [1.595016540296363, 0.03170513631097845] Predicted: 3.1640880458440197 Movie Vector: [2.2321227531770544, -0.2780738274458573] User Vector: [1.925068880279523, -0.28879921944215503] Predicted: 4.3772975534186545 Movie Vector: [1.8181856647678978, -0.05456629065598799] User Vector: [1.8476827436357393, -0.013098030067491273] Predicted: 3.3601449884332033 Movie Vector: [0.9082195434456598, -0.21487718892268076] User Vector: [1.519511784781989, 0.24787038082995108] Predicted: 1.3267886087850636 Movie Vector: [2.0381315516161185, -0.2506846597114816] User Vector: [2.043711501511427, -0.2596314914415586] Predicted: 4.230438525713604 Movie Vector: [1.5812615618116026, -0.6708827284817583] User Vector: [1.8648027850426587, -0.3706441280411466] Predicted: 3.197399708263167 Movie Vector: [1.8467832192195754, 0.003747806743201826] User Vector: [1.931340511009095, 0.8703974879906785] Predicted: 3.570029327905314 Movie Vector: [0.4701838229003836, 0.7891824193389791] User Vector: [2.0171877510730827, -0.08721753999781146] Predicted: 0.8796184990831023 Movie Vector: [1.623183063471002, -0.9203340880769306] User Vector: [1.6596475728711022, -0.1306097921456861] Predicted: 2.8141164755634462 Movie Vector: [1.7926514254669772, -0.19503618990481056] User Vector: [2.0812439747784666, -0.45719337894995415] Predicted: 3.8201142328112807 Movie Vector: [1.1074332078337115, -0.5431585852022242] User Vector: [1.4665759757284307, -0.19426815411478954] Predicted: 1.729653353071628 Movie Vector: [1.6324351840825118, -0.5776949283105217] User Vector: [1.547304843545223, -0.24890628404611426] Predicted: 2.6696667650225665 Movie Vector: [1.5453178322237613, -0.9110408757766293] User Vector: [1.7975907122069268, -0.2140090069812388] Predicted: 2.97281993575745 Movie Vector: [1.1508291722619308, -0.698657470922351] User Vector: [1.8807804228188731, -0.6677766065907589] Predicted: 2.6310040923008975 Movie Vector: [1.942956639562681, -0.33229131076612006] User Vector: [1.7228392987933696, -0.041888964528735445] Predicted: 3.36132139341998 Movie Vector: [1.6633123794647096, -0.17382950428577373] User Vector: [1.5118530332399884, -0.3427152178251297] Predicted: 2.574257882545077 Movie Vector: [1.825667642087956, -0.7081378205008142] User Vector: [1.1369229852263167, -0.08479243368402029] Predicted: 2.135688234857692 Movie Vector: [1.7763922510430101, -0.6692454734938412] User Vector: [1.182394886495499, -0.2089665167543133] Predicted: 2.2402470094930833 Movie Vector: [1.7401291421413787, -0.6604717688860275] User Vector: [1.7056980345993815, -0.15050906822011184] Predicted: 3.0675418482203827 Movie Vector: [2.033511010012772, -0.22734361434257222] User Vector: [1.8412130512345137, -0.6300639457604896] Predicted: 3.8873680261607255 Movie Vector: [1.6723092901890284, -1.1190763432995439] User Vector: [2.087720037002458, 0.07453152699131224] Predicted: 3.407907144507024 Movie Vector: [1.7679450259097524, -0.05845869647880756] User Vector: [1.8014242791924193, -0.18015549771489106] Predicted: 3.1953507495112023 Movie Vector: [2.3652832630182314, -0.6316792070438975] User Vector: [2.184922973545346, 0.80763690253933] Predicted: 4.657794302135399 Movie Vector: [2.0277808528374903, -0.23384545469917772] User Vector: [1.5841929405707464, 0.039017031859460635] Predicted: 3.203272156533492 Movie Vector: [1.4152877345257, -2.5051903075727844] User Vector: [1.9882229232382147, -0.28668264484299844] Predicted: 3.532102099971888 Movie Vector: [1.6810492496870804, -0.44345701980554997] User Vector: [1.8974413473257694, -0.2853574312069865] Predicted: 3.316236109269645 Movie Vector: [1.9367056118278196, -0.09234254206920019] User Vector: [2.1569975725784154, -0.38095615470054056] Predicted: 4.212647763253558 Movie Vector: [2.0422966393011697, 0.04934028053408818] User Vector: [2.009217416466845, -0.10165874542649816] Predicted: 4.098402106257529 Movie Vector: [2.2663715266465907, -0.30334038749947345] User Vector: [1.830450366283175, 0.05595666160829942] Predicted: 4.131506675668572 Movie Vector: [1.3554736152811324, -0.2162847339797824] User Vector: [2.135202553013299, -0.6398730505334678] Predicted: 3.0326054964059037 Movie Vector: [1.6018608732493793, -1.045946298992796] User Vector: [1.9720370099908007, -0.21789533485791382] Predicted: 3.3868357459663896 Movie Vector: [1.3390112201121467, -0.8609656052857001] User Vector: [1.9313016741857287, -0.20700910338996506] Predicted: 2.7642623291558555 Movie Vector: [2.2262319078663912, 0.32159888259365044] User Vector: [1.3337561223897993, -0.08790196165244647] Predicted: 2.940981264331106 Movie Vector: [2.364567477624062, 0.21988825866407] User Vector: [1.787331721895718, -0.11166104596440143] Predicted: 4.201713508362709 Movie Vector: [1.5293704881268964, -1.0832085729471155] User Vector: [1.7169743318615265, -0.4552974626661762] Predicted: 3.119071986821486 Movie Vector: [2.1697391095109606, -0.04905722120059835] User Vector: [2.082539999811724, -0.3261211706489571] Predicted: 4.53456708311917 Movie Vector: [1.645122782579934, -0.17114826105875006] User Vector: [2.1269525914200647, -0.6856394661526939] Predicted: 3.6164441679578614 Movie Vector: [2.112091431883609, -0.36850130146654386] User Vector: [1.7620208703731357, -0.2953672831879082] Predicted: 3.8303924113805805 Movie Vector: [1.9841524727101973, -0.2743657520973565] User Vector: [1.9125125081677832, 0.14775523540505078] Predicted: 3.75417744588206 Movie Vector: [2.0840525901820546, -0.18391194060958665] User Vector: [1.8932083060068028, -0.20333498422862448] Predicted: 3.9829414054309633 Movie Vector: [1.718196923702659, -0.6000782316947995] User Vector: [1.6018364593960714, -1.3721555551233815] Predicted: 3.575671155937724 Movie Vector: [2.219515457939441, -0.0075287904294287005] User Vector: [1.9980317311189482, -0.1453492610662767] Predicted: 4.435756616797646 Movie Vector: [1.0408422594445266, -1.5763798997225835] User Vector: [2.095165078559199, -0.26596014203476065] Predicted: 2.5999905763077855 Movie Vector: [2.055125284731121, -0.20508937285847545] User Vector: [1.7435540742496107, -0.4561828127562296] Predicted: 3.6767803102633283 Movie Vector: [1.5768354344004138, -1.0431811752398765] User Vector: [1.9750261239917706, -0.030732980599860307] Predicted: 3.146351242997516 Movie Vector: [2.0344341662703367, 0.04163395529631268] User Vector: [1.7207544522606892, -0.5634897330501433] Predicted: 3.4773013430852044 Movie Vector: [1.8338677371344343, -0.5224909435039481] User Vector: [1.775509948942302, -2.0222769694199245] Predicted: 4.312671814105015 Movie Vector: [2.1752801371883392, -0.4256912011583197] User Vector: [1.7497669902556618, -1.3281920544651282] Predicted: 4.37163304964516 Movie Vector: [1.384449355244465, -0.4080908310841877] User Vector: [2.0434454403725315, 0.22648091410376833] Predicted: 2.7366219379396797 Movie Vector: [1.578858704746172, -0.9168458804751047] User Vector: [1.9003537327310118, 0.16063557346803117] Predicted: 2.853111969227318 Movie Vector: [2.07207395253074, -0.07882868102325506] User Vector: [1.9067372780301266, -0.44153211139692206] Predicted: 3.9857060420964214 Movie Vector: [1.2548754854699773, -0.9642933717654699] User Vector: [1.986206044953566, -0.5053297173142476] Predicted: 2.9797273718667574 Movie Vector: [2.2029671201938483, -0.40317336731975745] User Vector: [1.8563865921278335, -0.9914683082769847] Predicted: 4.48929224126518 Movie Vector: [2.2437322315506663, -0.3523997023364906] User Vector: [2.170842331086376, -0.44882771930808835] Predicted: 5.028955662557621 Movie Vector: [2.359723353784581, -0.17640483324478756] User Vector: [1.9183272781406164, -0.5668562501633548] Predicted: 4.626717860714255 Movie Vector: [1.985316778184588, 0.13144434002331998] User Vector: [1.9298713919328814, -0.187712854459597] Predicted: 3.806732261874459 Movie Vector: [1.9922808845322844, -0.6462510189764283] User Vector: [1.9200659004651313, -0.2660175828787469] Predicted: 3.9972247245399855 Movie Vector: [1.982250266911107, -0.1954119444141014] User Vector: [1.7665561059199546, -0.010663306386998691] Predicted: 3.5038400499082427 Movie Vector: [1.8002777888801726, -0.704412492343924] User Vector: [1.5674867961660375, -0.3009376386883321] Predicted: 3.033895895609203 Movie Vector: [1.583333424414035, -0.10384232919089068] User Vector: [1.7337925362267028, -0.007433445371677982] Predicted: 2.7459435798886282 Movie Vector: [2.053192574751573, -0.031424333033944186] User Vector: [1.8708314084012527, -1.4154855446875665] Predicted: 3.8856578455024757 Movie Vector: [2.095656391295238, -0.5156868433114437] User Vector: [2.0003621022778164, -0.23027614499352939] Predicted: 4.310822002844925 Movie Vector: [1.611514762399686, -0.3925346157495873] User Vector: [1.811342369072096, -0.5221355948991814] Predicted: 3.1239612626326356 Movie Vector: [1.8695072664385877, -0.1951570576102068] User Vector: [1.9546961808080017, 0.31193332701593496] Predicted: 3.5934427234293222 Movie Vector: [1.5538162991467972, 0.6252933727738059] User Vector: [1.7941392529704687, 0.45433646362074454] Predicted: 3.0718563939161116 Movie Vector: [1.59165585223879, -0.43565250646121273] User Vector: [2.207492377278519, -0.015880585244066978] Predicted: 3.5204865778335224 Movie Vector: [1.700938575177027, -0.37803126157100125] User Vector: [2.1865429531898615, 0.01515375471863828] Predicted: 3.7134466623483076 Movie Vector: [1.7208149271181343, -1.6995153990257166] User Vector: [1.6794222537274888, -0.08021798608970546] Predicted: 3.0263065857869265 Movie Vector: [1.9729092782301014, 0.061249280636541004] User Vector: [1.7847965415328526, -0.4141683553596719] Predicted: 3.495874142714962 Movie Vector: [2.155763087445961, -1.0060036267262293] User Vector: [2.178405740570596, -0.4798981697086581] Predicted: 5.178905984188662 Movie Vector: [2.0599358436275192, 0.009798252722520181] User Vector: [1.987040591821197, -0.5059710144167908] Predicted: 4.088218505965797 Movie Vector: [2.068666706922629, -0.30941458260291216] User Vector: [1.618541758360396, -0.5773279666673685] Predicted: 3.526857141115534 Movie Vector: [2.3343417929476358, -0.015361686368041276] User Vector: [1.4099467044832827, -0.43614571931532425] Predicted: 3.2979974518550024 Movie Vector: [1.9902745562105164, -0.39921379124528483] User Vector: [1.9722186422209553, -0.8674079385472154] Predicted: 4.2715377946001105 Movie Vector: [1.3108431294343832, -0.5814813330118487] User Vector: [1.4446019065131184, -0.4559201975229275] Predicted: 2.1587555681231896 Movie Vector: [1.3258847511433043, -0.5497618763310923] User Vector: [2.1926678362688, -0.15756445052877965] Predicted: 2.993847776396965 Movie Vector: [1.9903294621001753, -0.34084468606916574] User Vector: [1.9117789719906397, -0.7581723611298553] Predicted: 4.063489033392179 Movie Vector: [2.241670169021221, -0.3519733651452039] User Vector: [1.6876604509429671, -1.0736003962687009] Predicted: 4.161056832611671 Movie Vector: [2.1671003306268646, 0.36649416955655506] User Vector: [1.2749797781148293, 0.34772194268877804] Predicted: 2.890447163317529 Movie Vector: [2.1105866486880633, -0.41625551619972473] User Vector: [1.8229500388490107, -0.08850541639221789] Predicted: 3.8843348810069225 Movie Vector: [1.902020701295793, -0.1650311489416416] User Vector: [1.8747827323666297, -0.9406695274673236] Predicted: 3.7211153402855435 Movie Vector: [1.916818806081747, -0.05405216173611426] User Vector: [1.9343896757932928, -0.09318497972927484] Predicted: 3.7129113584466604 Movie Vector: [0.7285346061876725, -0.7172472486600423] User Vector: [1.921543940422113, -0.2360221115898485] Predicted: 1.569197468068485 Movie Vector: [2.110957496655778, -0.463238216812729] User Vector: [2.0156079128002027, 0.4480112512601702] Predicted: 4.047326700698492 Movie Vector: [1.4029042248087347, -0.732889418283167] User Vector: [1.681277255132289, -0.40842915686275766] Predicted: 2.658004371482952 Movie Vector: [0.9090785664318618, 0.9921110370113119] User Vector: [1.5654849685375156, -0.30015436379722366] Predicted: 1.125362373838379 Movie Vector: [1.6565480445303296, -0.24089642708403805] User Vector: [1.952366888382324, 0.017267347904968002] Predicted: 3.230029908739979 Movie Vector: [1.7447053043079572, -0.35436535053343016] User Vector: [2.0923925970309583, 0.2635060446416955] Predicted: 3.557231050857483 Movie Vector: [1.5797692051566494, -0.37660585697604476] User Vector: [2.174333565198239, -0.08991412907645939] Predicted: 3.468807395673741 Movie Vector: [2.0088012945849005, -0.2431239425751067] User Vector: [2.0522673231394712, 0.21100015062020733] Predicted: 4.071298067054132 Movie Vector: [1.6426708598104902, -0.22643661433648232] User Vector: [1.907633597897444, -0.7574624642216602] Predicted: 3.3051313583468946 Movie Vector: [2.0273104871447396, -0.25460386023808623] User Vector: [1.751341053980707, -0.8999753274062176] Predicted: 3.779649277778867 Movie Vector: [2.051428242296531, -0.06809939662943412] User Vector: [1.8007104380744074, -0.32474139110722106] Predicted: 3.7161429416590024 Movie Vector: [1.7974658669561225, -0.04021525695234072] User Vector: [1.698147714113, -0.2741552447634436] Predicted: 3.063387776780675 Movie Vector: [2.2490820896197548, -0.013064223293002615] User Vector: [1.6361849527038668, -0.3548811660327832] Predicted: 3.6845505192271455 Movie Vector: [1.9422559949284337, -0.9212096199922432] User Vector: [1.7409011869713569, -0.6631313466213363] Predicted: 3.9921587427991296 Movie Vector: [1.6673361724049167, -0.5717769763647104] User Vector: [2.0562275491567465, -0.5732619597079047] Predicted: 3.7562005613912466 Movie Vector: [1.9763716327578478, -0.2849488775697592] User Vector: [2.020626175415559, -0.7712633680698292] Predicted: 4.213278884541464 Movie Vector: [2.1303126316349865, -0.04853545470794596] User Vector: [1.880951211928415, -0.09608721467721024] Predicted: 4.011677762916218 Movie Vector: [1.6115803783805962, -0.2354379093374708] User Vector: [1.776983618685755, -0.1999213306970258] Predicted: 2.910820992708983 Movie Vector: [2.064092180729784, -0.36045519449542895] User Vector: [2.019904657979976, -0.7297519801166608] Predicted: 4.432312302282512 Movie Vector: [1.901447826553069, -0.31071196529006456] User Vector: [2.1749695608056308, 0.24673392006469982] Predicted: 4.058927963005925 Movie Vector: [1.9097853863734235, 0.18689471845041375] User Vector: [1.8937465039995136, 0.022390485503881667] Predicted: 3.6208340623182473 Movie Vector: [1.0849749541356266, 1.6130338595579532] User Vector: [2.191214068262215, 0.2053965884355954] Predicted: 2.7087240349984416 Movie Vector: [1.6348312909890235, -0.16737325342921835] User Vector: [2.040665172347373, 0.003841856352133943] Predicted: 3.33550025418813 Movie Vector: [1.3008343349260691, -0.6272425016748278] User Vector: [2.11760878877794, -0.10243249397277444] Predicted: 2.8189082341558254 Movie Vector: [2.1086727444077895, 0.10147494947193982] User Vector: [1.8455234125744961, -0.243398762439711] Predicted: 3.86690604214219 Movie Vector: [1.8319395774882368, -0.21118362530608595] User Vector: [2.0716331377739072, -0.7786174387473024] Predicted: 3.9595379885653563
avg loss: 0.9810959098895099: 84%|█████████████████████████████████████▊ | 58858/70000 [01:23<00:15, 699.83it/s]
Movie Vector: [2.0937888243026075, -0.3183755506288804] User Vector: [1.845187081546985, -0.550024945845374] Predicted: 4.038546585083763 Movie Vector: [1.9137603379816455, -0.3302420547504068] User Vector: [1.902367280693534, -0.8645717811219392] Predicted: 3.9261930115422095 Movie Vector: [2.175043325798546, 0.07952055621187591] User Vector: [2.090909310263637, -0.28468996324376855] Predicted: 4.525179635913881 Movie Vector: [1.8887347220960222, -0.26628984993475774] User Vector: [2.163128365638887, 0.01689860488416345] Predicted: 4.081075725574276 Movie Vector: [1.4840292794168277, -0.10341657355889076] User Vector: [1.9907919111056676, 0.15168883969584537] Predicted: 2.938706345258525 Movie Vector: [1.74013671733297, -0.2918123786731874] User Vector: [1.849662733987141, -0.24470802522646207] Predicted: 3.290074869015262 Movie Vector: [1.729499429468338, 0.9713879994570126] User Vector: [1.8766732059144218, -0.6370926014252113] Predicted: 2.626841131360209 Movie Vector: [1.9781217559841762, -0.32782250107833855] User Vector: [1.6371923529997237, 0.03290509344121349] Predicted: 3.2277787821695636 Movie Vector: [1.472110608041424, 0.3642422093419604] User Vector: [1.9774981805828495, -0.3979507680769039] Predicted: 2.7661455820449663 Movie Vector: [1.939352863322779, -0.19246644166719326] User Vector: [1.6976099876348898, -0.000535364653209097] Predicted: 3.2923678300548684 Movie Vector: [1.5788262815389809, -0.16118450899884082] User Vector: [2.1931683857643867, -0.2981093933760203] Predicted: 3.5106825034844915 Movie Vector: [1.9547135863940244, -0.13013255668797855] User Vector: [1.8538330385197108, 0.4240735306114067] Predicted: 3.568526854538435 Movie Vector: [1.2956645003685248, -1.3044536231770025] User Vector: [1.7924503354615606, -0.11499017220223744] Predicted: 2.4724136150901534 Movie Vector: [1.5463296365206973, -0.3752230472090806] User Vector: [1.7411148761180044, -0.35061546675749855] Predicted: 2.8238965373637157 Movie Vector: [0.9976859505111482, -0.9117888181717072] User Vector: [1.6941938665306224, 0.11051420704580539] Predicted: 1.5895077998462832 Movie Vector: [2.035200757089073, -0.3404920318087099] User Vector: [1.806864821986246, -0.290377571603682] Predicted: 3.7762039030110377 Movie Vector: [2.3525786124491117, -0.47370884405176705] User Vector: [1.7816983250181349, -0.2006101083819161] Predicted: 4.286616155820767 Movie Vector: [1.953338298729391, 0.745785198435647] User Vector: [1.5237794841370131, -0.49104284671532733] Predicted: 2.610244338304947 Movie Vector: [2.017096752415384, 0.013765198645995156] User Vector: [2.009946727501589, -0.32513578942737686] Predicted: 4.049781457842994 Movie Vector: [1.7236105182974986, -0.44985783651416483] User Vector: [1.9351048419911236, 0.013391396462909978] Predicted: 3.3293428350236116 Movie Vector: [2.014919474900619, -0.5539338783889121] User Vector: [1.6013022233876353, -0.5973349436376044] Predicted: 3.5573790971318084 Movie Vector: [2.233400778334517, -0.19077706835295122] User Vector: [1.8685084949896935, -0.6844060665938811] Predicted: 4.303697309982394 Movie Vector: [1.941690666027658, 0.3011385598702349] User Vector: [2.0084443640333545, -0.4903541773243171] Predicted: 3.7521131240936216 Movie Vector: [2.129592059892711, -0.0484986447517646] User Vector: [1.8837580267629257, -0.1444631506148026] Predicted: 4.018642403574876 Movie Vector: [2.38431543502343, -0.16707917587863402] User Vector: [1.9242598779789786, -0.6319299898346387] Predicted: 4.693624869976146 Movie Vector: [2.242071568611761, -0.09011227944830448] User Vector: [2.0766606838722357, -0.11765579220721996] Predicted: 4.666624108589884 Movie Vector: [1.6685325026021918, -0.34351399701329854] User Vector: [2.096032093925804, -0.9550301423648748] Predicted: 3.8253638966844723 Movie Vector: [1.7511926460096043, 0.10357855008560857] User Vector: [1.734731008330228, -0.24219918914868177] Predicted: 3.0127615437487907 Movie Vector: [2.2327534666814937, -0.3463010303103189] User Vector: [1.6771019035399808, 0.07856474348608401] Predicted: 3.7173480374917274 Movie Vector: [1.2128118974072675, -1.2222518590052043] User Vector: [1.9198206513223783, -0.09145157395887638] Predicted: 2.440158183092138 Movie Vector: [1.8677020116701606, -0.8692685784512681] User Vector: [2.0404045691821344, -0.54321293388148] Predicted: 4.283065653313956 Movie Vector: [1.878175838619576, -0.018235374311946113] User Vector: [1.5384909727701495, -0.3534345500006117] Predicted: 2.896001584305258 Movie Vector: [2.3413949838602024, -0.14012112787737918] User Vector: [1.7013393949496942, 0.6401243357267629] Predicted: 3.893812581275174 Movie Vector: [2.1811719881473146, -0.6558675459360174] User Vector: [1.4865829487054014, -0.63015048840376] Predicted: 3.655788340173415 Movie Vector: [2.07975064955304, 0.0036300920644018117] User Vector: [2.098251049623522, -0.2793837126703539] Predicted: 4.36282479478158 Movie Vector: [2.035650016288296, -0.17623865327461607] User Vector: [1.7187362342285046, -0.36502553662710596] Predicted: 3.5630770521885453 Movie Vector: [1.8204837172216128, -0.2104350894341067] User Vector: [2.021213454079928, -0.30319874355111887] Predicted: 3.743389836897251 Movie Vector: [1.8667537452703264, 0.0341913114135992] User Vector: [1.952442165832083, -0.0936940399013789] Predicted: 3.6415252033948824 Movie Vector: [1.9530517922989488, -0.19523569624412873] User Vector: [2.096678033046473, -0.0894920460507289] Predicted: 4.112392832234274 Movie Vector: [1.8345251476362954, -0.3176086509072868] User Vector: [2.0483276319249777, 0.01525858632824125] Predicted: 3.752862292346208 Movie Vector: [1.7939346774367173, -0.039645168662050645] User Vector: [1.6429376391403647, -0.36227042559260214] Predicted: 2.961685075843804 Movie Vector: [1.7940978858479102, -0.5755201102275223] User Vector: [1.8198131959055335, -0.3253755279760796] Predicted: 3.452183167138378 Movie Vector: [1.604704215993676, -0.5720732415193743] User Vector: [1.932464058236034, -0.6991532512561479] Predicted: 3.5010000882725265 Movie Vector: [1.6418152279255451, -0.24102672875604894] User Vector: [1.8341623709681385, -1.3649900602117973] Predicted: 3.3403548001408843 Movie Vector: [1.8399884618925475, -0.5554588608875378] User Vector: [1.9124341533762796, 0.2207634474808241] Predicted: 3.396231763278293 Movie Vector: [1.445805744795079, -2.5095907114697087] User Vector: [2.24709467730096, -0.5401689268803019] Predicted: 4.604465315063538 Movie Vector: [1.8897140076884489, 0.033089491456626034] User Vector: [1.67496342660248, 0.09449105540783305] Predicted: 3.168328510587195 Movie Vector: [1.2716062147662979, -0.3045778545301263] User Vector: [1.5037433720372746, -0.6672088259748615] Predicted: 2.1153864500352153 Movie Vector: [1.8728460714242103, 0.7717240779427287] User Vector: [1.860732000809561, 0.033568301767175596] Predicted: 3.5107700844188736 Movie Vector: [1.6167789747596184, -0.23602278265589766] User Vector: [1.471160995184773, -0.06655692929120507] Predicted: 2.3942511171575194 Movie Vector: [1.7625289789805088, -0.6588473169038147] User Vector: [1.967057399875249, 0.09955538169317572] Predicted: 3.401403874486293 Movie Vector: [1.7961576125696084, -0.26013742277114543] User Vector: [1.7538699874434298, -0.7049345497615708] Predicted: 3.3336067864011927 Movie Vector: [1.850078427257821, -0.5110275631068824] User Vector: [2.279817314309566, -0.21251455119086726] Predicted: 4.326441624512812 Movie Vector: [2.360605047092648, -0.20500418340985982] User Vector: [1.7961452998009175, -0.19880234629487448] Predicted: 4.280744972683928 Movie Vector: [0.9134659295775391, -0.6099323297557959] User Vector: [1.8367546801124819, -0.21169610661017335] Predicted: 1.806933120779818 Movie Vector: [1.826801987554706, -0.5813674765307087] User Vector: [1.8485005387619298, 0.2241713616457751] Predicted: 3.2465185193757806 Movie Vector: [2.383985348261046, 0.353550445604755] User Vector: [1.6621086878424012, -0.22086791244295406] Predicted: 3.884354810169678 Movie Vector: [2.1332187026960447, -0.043338206044042774] User Vector: [2.393958053167581, -0.3467641713199492] Predicted: 5.121864229592251 Movie Vector: [1.998326467416606, -0.2999338219580657] User Vector: [2.073496885332042, -0.27942691972278333] Predicted: 4.227333290055338 Movie Vector: [1.7574103746321275, -0.43540725049332085] User Vector: [2.16871103113219, -0.44849297817504064] Predicted: 4.006592360183605 Movie Vector: [2.216730323173309, 0.2239833462466031] User Vector: [1.5937092004816682, 0.1889559767793695] Predicted: 3.575146503000343 Movie Vector: [2.214785220111169, -0.18395847426293008] User Vector: [2.1494397819675584, -0.13964046714915304] Predicted: 4.786235507902843 Movie Vector: [1.9505048489074825, -0.08964446204116178] User Vector: [1.6143547321220537, -0.3559885925498697] Predicted: 3.180719138732729 Movie Vector: [2.057165006254533, -0.4639371337431696] User Vector: [1.4330988526847426, 0.3551901951762743] Predicted: 2.7833348891628145 Movie Vector: [2.095242617101742, -0.40474411218879863] User Vector: [1.743054732285756, -0.4499782216493343] Predicted: 3.8342485948517377 Movie Vector: [1.7873087015605218, -0.2222198762066141] User Vector: [1.8547301883577711, -0.24295570786432233] Predicted: 3.36896499202413 Movie Vector: [2.238859947798001, 0.24134823875242248] User Vector: [1.9437120210680423, 0.24319412045623187] Predicted: 4.410393466669801 Movie Vector: [2.1910829133437986, -0.11528055438096972] User Vector: [1.8441520848313186, -1.0398097713811925] Predicted: 4.160559969576819 Movie Vector: [2.1932868944516577, -0.3481498631790714] User Vector: [2.0148656749271012, -0.5590777971045754] Predicted: 4.613821337466519 Movie Vector: [2.1943679183110585, -0.3840052160342436] User Vector: [1.8968397300016897, -0.5076630408601844] Predicted: 4.357309505371635 Movie Vector: [1.6118555310489293, -0.648418880012498] User Vector: [1.633040076849922, -0.1944258266528033] Predicted: 2.75829405705883 Movie Vector: [2.0040750299079932, -0.40012816650770394] User Vector: [2.0559858734266503, -0.948247613042566] Predicted: 4.499770529579955 Movie Vector: [1.8049331637446282, -0.1977341577983325] User Vector: [1.9968812922897132, -0.43815736726768206] Predicted: 3.6908759465147436 Movie Vector: [1.4647902134574526, 0.06506343800839806] User Vector: [1.6594769953525939, -0.42783393412624865] Predicted: 2.4029493155993458 Movie Vector: [2.087983723991222, 0.02110716219348779] User Vector: [1.616297075116393, -0.10603034592262975] Predicted: 3.3725639862688253 Movie Vector: [1.608292693942217, -0.39376390959079605] User Vector: [1.8026897280761227, -0.3442913865729281] Predicted: 3.0348222415249024 Movie Vector: [1.442853998111265, 0.070718868808393] User Vector: [2.2692976606176165, 0.03974416366857266] Predicted: 3.2770758648230456 Movie Vector: [1.5026342269870328, -0.35055985783150917] User Vector: [1.4205962138659298, -0.5304382528999165] Predicted: 2.320586852208126 Movie Vector: [2.152714735190449, -0.3368920440074022] User Vector: [1.5041429405901934, -0.2752642638828498] Predicted: 3.3307250125428873 Movie Vector: [1.8661816497061816, -0.0034145583697949723] User Vector: [1.612200757598013, -0.6968697670373663] Predicted: 3.01103897196751 Movie Vector: [1.5614934731655439, 0.35976184539309125] User Vector: [1.5929462701462855, -0.231124856183569] Predicted: 2.4042252991600086 Movie Vector: [2.40365547089663, -0.1734304742726892] User Vector: [1.8576548067514933, -0.5334164316330866] Predicted: 4.55767280400862 Movie Vector: [1.8749218432184303, -0.43407852901047483] User Vector: [2.0942830245535244, -0.7545700136874729] Predicted: 4.254159630193835 Movie Vector: [1.7887573710583873, -0.4030334762764785] User Vector: [2.043268543817207, -0.33934474815287674] Predicted: 3.7916789623089864 Movie Vector: [2.303240857584897, -0.21732103041932732] User Vector: [1.8051165061384704, -0.6935885932057635] Predicted: 4.308349477401592 Movie Vector: [1.8597878334325757, -0.5107651313153153] User Vector: [1.5762525567546093, -1.0817624801569565] Predicted: 3.484021882698562 Movie Vector: [1.648234119938243, -0.5911999772857899] User Vector: [1.738943580178116, -0.5195954483828503] Predicted: 3.173370958778875 Movie Vector: [1.932764796355438, -0.10114993781841608] User Vector: [1.7241392843726149, -0.18583486481262082] Predicted: 3.351152897869138 Movie Vector: [2.0900995786104835, -0.28204053812074914] User Vector: [1.663675441427079, -1.0312843026506415] Predicted: 3.768111318746416 Movie Vector: [1.91662667067256, 0.004915084840192468] User Vector: [1.9930389290592747, -0.2673507836532734] Predicted: 3.8185975153399347 Movie Vector: [1.610901233887903, -0.6654567410914818] User Vector: [2.117218077513246, -0.35873050528959566] Predicted: 3.6493488464559762 Movie Vector: [2.0268493494864246, 0.004558327671602155] User Vector: [1.582997681001786, -0.32450467809175193] Predicted: 3.2070186213232788 Movie Vector: [1.9702940202205736, 0.4222363471219922] User Vector: [1.9154359832810948, -0.6383619631085574] Predicted: 3.5044324405294742 Movie Vector: [0.964922268448948, -0.9139260306917949] User Vector: [2.164971061135695, -0.14093048407412542] Predicted: 2.2178288253507197 Movie Vector: [1.5563881861623372, -0.3772485787382639] User Vector: [2.062129954228006, -0.2703829817696321] Predicted: 3.3114762946795575 Movie Vector: [1.8060852325716314, -0.091085290135111] User Vector: [1.47639749270817, -0.19908527647442162] Predicted: 2.6846334491553105 Movie Vector: [1.7786201934160515, -0.4661061753542478] User Vector: [2.136845583770411, -0.5343204048882046] Predicted: 4.049686745842138 Movie Vector: [1.9251435186942305, -0.5277489520852798] User Vector: [1.8962947559327, -0.67895910907113] Predicted: 4.008959517238739 Movie Vector: [1.421344186737472, -1.2253872418836087] User Vector: [1.5617463714116138, -0.3042344330107178] Predicted: 2.592584118917265 Movie Vector: [1.6276999836884585, 0.13639740661514516] User Vector: [1.6183156486815102, -0.3505472077170741] Predicted: 2.586318624932882 Movie Vector: [1.9028703161158105, -0.40819685944265244] User Vector: [1.8425401704471214, -0.21555914899011] Predicted: 3.5941055642366866 Movie Vector: [1.8864685279050357, -0.5290757593305767] User Vector: [2.0859657093420925, 0.34430359219923695] Predicted: 3.7529459764799045 Movie Vector: [1.6045341107364843, -0.9532424567029618] User Vector: [1.7529229152709247, -0.26642574545662284] Predicted: 3.0665929431718277 Movie Vector: [1.454554174179748, -0.27681529169760627] User Vector: [1.5807430315710809, -0.32061207413031323] Predicted: 2.3880266996994224 Movie Vector: [1.7290009476811656, -0.571151116411109] User Vector: [1.8247674359782309, -0.28431825250828807] Predicted: 3.317413313440256 Movie Vector: [2.0673510414807903, -0.46141254876195287] User Vector: [1.355499316745057, -0.5152513507316336] Predicted: 3.0400363631935154 Movie Vector: [1.4422173611239566, -1.2294534196515559] User Vector: [1.938497081279953, -0.30343509736381596] Predicted: 3.168793463206312 Movie Vector: [2.1996410645222504, -0.18340906262089324] User Vector: [1.897844832858239, -0.625201377877062] Predicted: 4.289245027112072 Movie Vector: [1.682543743054552, -0.6448848343322497] User Vector: [2.1736937470709163, -0.6889734829210129] Predicted: 4.101643363843805 Movie Vector: [2.1068610445874616, -0.2795891916139252] User Vector: [2.1118510406798574, -0.3944835633994124] Predicted: 4.559670030175704 Movie Vector: [1.525674762576393, -0.9213414819531809] User Vector: [1.8240851440916515, 0.10420102705105058] Predicted: 2.6869559404468975 Movie Vector: [1.755116897132359, 0.9092402304228355] User Vector: [1.8181962472919326, -0.6592005539471848] Predicted: 2.591775292358917 Movie Vector: [1.8054075119191695, -0.3559002207025721] User Vector: [2.097784940856742, 0.3210540908016628] Predicted: 3.6730934688398973 Movie Vector: [1.4442316465350507, -0.821381577576651] User Vector: [2.077499550264754, -1.2196906201301778] Predicted: 4.002222001872662 Movie Vector: [2.208295701617068, -0.27449928839293114] User Vector: [1.6214287162962828, -0.47744440684253475] Predicted: 3.7116522146010227 Movie Vector: [2.1522881974497303, 0.38281141839415395] User Vector: [1.8257234242747853, -0.20424760741990247] Predicted: 3.8512946615741015 Movie Vector: [1.9838566511386042, 0.4005036731741659] User Vector: [1.8149516888191919, -0.6565689169780029] Predicted: 3.337645716417522 Movie Vector: [0.6926545328799483, -0.7128401203670368] User Vector: [1.454806706552271, -1.7151845393803287] Predicted: 2.2303308132611335 Movie Vector: [1.5519054854461127, -0.5562800190715915] User Vector: [2.1341902516367637, -0.7677248331022877] Predicted: 3.739131543300588 Movie Vector: [1.516723296144152, -0.44550768544294045] User Vector: [1.6252502643043605, -0.15176492204101075] Predicted: 2.532667377084783 Movie Vector: [1.931649620417471, -0.2714349090429302] User Vector: [1.8324466154439378, 0.23059241067316694] Predicted: 3.477053979140501 Movie Vector: [2.141306466740515, 0.32719594246377726] User Vector: [2.0221700250695416, -0.48958195047357483] Predicted: 4.169896523831783 Movie Vector: [1.9051859894317378, -0.09366145851941488] User Vector: [2.017143665131609, -0.7367108480972971] Predicted: 3.9120352620195944 Movie Vector: [2.253134550940247, -0.6688388419964807] User Vector: [1.8379028536080355, -0.6157987033202454] Predicted: 4.552912512367587 Movie Vector: [1.6409613660040412, -0.4235542396612205] User Vector: [1.9916914017039196, -0.2877367184868467] Predicted: 3.3901607502198785 Movie Vector: [1.8835699711848986, -0.1839037217774484] User Vector: [2.017710542045967, 0.3406450530960554] Predicted: 3.737853094471547 Movie Vector: [2.254052201389711, 0.0910740007306105] User Vector: [2.0052924391992977, -0.4127031898654641] Predicted: 4.482447306391988 Movie Vector: [2.163396519526502, -0.5990878364324789] User Vector: [1.7652790125774782, -0.18798788465116262] Predicted: 3.93161972689448 Movie Vector: [1.3659574240954222, 0.3183899218148361] User Vector: [1.447720562262332, 0.35189266969279226] Predicted: 2.089563729628533 Movie Vector: [1.651177035128645, -0.1316607140090266] User Vector: [1.9690414383261556, 0.011174660325214143] Predicted: 3.2497647404235983 Movie Vector: [1.6117802063510278, -0.31765554106438826] User Vector: [1.9420946826082115, -0.11389897590541882] Predicted: 3.1664104091054126 Movie Vector: [1.3744788678787478, -0.5957314355431073] User Vector: [1.7152144026141722, 0.1678188429730909] Predicted: 2.2575509900389075 Movie Vector: [1.4815470989315833, -0.43486038982198394] User Vector: [1.802028439734528, -0.3733928154390283] Predicted: 2.8321637523594414 Movie Vector: [1.688973239767444, -0.18834501021438393] User Vector: [2.250177537060816, -0.8206134115882288] Predicted: 3.9550480862091795 Movie Vector: [2.0358107225417648, 0.04966844320841999] User Vector: [1.9696182675449339, -0.41414458928527803] Predicted: 3.9892000713691207 Movie Vector: [1.9013619573366953, -0.6307014439290258] User Vector: [1.9960646272087124, 0.036874182205294835] Predicted: 3.7719847465995167 Movie Vector: [1.8305398457939825, -0.710684883877807] User Vector: [1.9035768062455245, 0.6078803175973859] Predicted: 3.0525618404383814 Movie Vector: [2.3033808372167184, -0.10387973933598584] User Vector: [1.1405846257082826, 0.3249933965861542] Predicted: 2.5934405407571752 Movie Vector: [1.6760426887945077, -0.6360626197949097] User Vector: [1.3972120989557375, -0.055761622984785444] Predicted: 2.377255007149711 Movie Vector: [2.167231345900757, -0.1810408973661606] User Vector: [1.5874593209190955, 0.19089329900338228] Predicted: 3.405832106485434 Movie Vector: [1.7673728353017095, -0.1009364590992228] User Vector: [1.8205652077153367, -0.11262380115901789] Predicted: 3.2289853407107865 Movie Vector: [1.7360925085971084, -0.37365915402907696] User Vector: [2.0668037882702377, 1.2114758207181335] Predicted: 3.1354835432598644 Movie Vector: [2.1442552116216653, 0.015787768069529348] User Vector: [2.075949198743431, -0.3294682729151955] Predicted: 4.4461633197883685 Movie Vector:
avg loss: 0.9814348852515117: 84%|█████████████████████████████████████▉ | 59022/70000 [01:23<00:14, 761.75it/s]
[1.6363380576294708, -0.5835181649761016] User Vector: [1.9372809572003296, -0.2918641443984376] Predicted: 3.3403545885494452 Movie Vector: [2.185739044741156, -0.3429356267104848] User Vector: [1.645192473465035, -0.36232025644108895] Predicted: 3.7202139495793336 Movie Vector: [1.5629374665270077, -0.49923728728046646] User Vector: [1.9880575904159106, 0.24530440637268325] Predicted: 2.9847445872789873 Movie Vector: [1.559150511288573, -0.4607698578613013] User Vector: [1.4189658937001035, -0.44326797876816526] Predicted: 2.416625922235037 Movie Vector: [2.1356236771921315, -0.29700379316401326] User Vector: [1.4950825275492683, -0.20002760842475975] Predicted: 3.2523426036301544 Movie Vector: [1.9180511381687124, -0.31093699709640304] User Vector: [1.9135029254783487, -0.5063208023199823] Predicted: 3.8276303339437243 Movie Vector: [1.2334124129152317, -0.05480461806417425] User Vector: [1.80455659488277, -0.46220528471998246] Predicted: 2.2510934880327733 Movie Vector: [1.4103296604539701, -0.6940413982394956] User Vector: [1.9937788185750978, -0.44328919191298705] Predicted: 3.119546454801081 Movie Vector: [1.6805943550196212, -0.542923370334089] User Vector: [1.85120662790415, -0.17255845585640164] Predicted: 3.2048134272638267 Movie Vector: [2.0897259970890087, -0.25723917722450634] User Vector: [1.724298571761499, 0.07917221607862857] Predicted: 3.582945356430345 Movie Vector: [2.2481166790580582, -0.06436843490277244] User Vector: [1.8401174786092547, -0.5825880248457592] Predicted: 4.174299074440144 Movie Vector: [1.951740602212986, -0.449484251039022] User Vector: [2.225982816729083, -0.4626823508210317] Predicted: 4.552509473166345 Movie Vector: [1.9018467965309416, 0.00033706725258306897] User Vector: [1.9190106990687992, -0.2853489701966014] Predicted: 3.649568168739187 Movie Vector: [2.257352817228019, -0.1461548445484324] User Vector: [1.4451726340468418, 0.13710354680062714] Predicted: 3.242226169276791 Movie Vector: [2.003400359712017, -0.40617127562491484] User Vector: [1.6099443471574644, -0.32616935816654175] Predicted: 3.3578437084878567 Movie Vector: [1.502193816409556, 0.22177837582972315] User Vector: [1.9765478863844743, -0.2867560757518546] Predicted: 2.905561716024584 Movie Vector: [1.8446091470947197, -0.5242620453944301] User Vector: [1.9336358643358762, -0.5049172963337969] Predicted: 3.8315113770353437 Movie Vector: [1.118788516995674, -0.7823250536957028] User Vector: [2.153546903611804, -0.09517690990493853] Predicted: 2.4838228277244476 Movie Vector: [1.5439954061739782, 0.3381269243156574] User Vector: [1.8381908564106475, -0.017493733433599324] Predicted: 2.8322431356883495 Movie Vector: [1.6304887868768425, -0.4267568291902873] User Vector: [1.8732164516997325, -0.2757189197264488] Predicted: 3.171923351819871 Movie Vector: [2.0040011786338776, -0.24361745780932625] User Vector: [2.0153846471976644, 0.1903894211053613] Predicted: 3.9924510216212634 Movie Vector: [1.944830523380497, -0.9220256210582027] User Vector: [1.5586062716137639, 0.1933035548110364] Predicted: 2.8529942207893173 Movie Vector: [1.7801193829769661, -0.6955612718334953] User Vector: [2.0044445990228805, -0.2673215344330741] Predicted: 3.754089189302873 Movie Vector: [2.07665109920513, 0.08558620078337753] User Vector: [2.020636458533517, -0.20941112517993124] Predicted: 4.1782342201016665 Movie Vector: [1.5369256251997876, -0.4400586038242874] User Vector: [2.3089303095520144, -0.6745694076184977] Predicted: 3.8455042312501417 Movie Vector: [1.8077943170008581, -0.11727758765746216] User Vector: [1.6527876736763885, -0.3494843346392331] Predicted: 3.0288868433718066 Movie Vector: [1.6290760571045433, 0.9893205063898537] User Vector: [2.2123076982287326, 0.007183823782579562] Predicted: 3.6111246063148883 Movie Vector: [1.7027034681298048, -0.45000251838958066] User Vector: [2.208219269152007, -0.28967223785214347] Predicted: 3.8902958445171953 Movie Vector: [1.8374984869242184, -0.21298744568585645] User Vector: [2.172719824480523, 0.17304942456828865] Predicted: 3.9555120350770068 Movie Vector: [1.2198960208048937, 2.105157588992132] User Vector: [1.068905450490354, -0.05840987220712547] Predicted: 1.1809915199209542 Movie Vector: [1.5533401696908244, -0.09813541460636649] User Vector: [1.8009038292319397, -0.3140338611723698] Predicted: 2.8282341028625857 Movie Vector: [2.119892465216425, -0.03332643728736796] User Vector: [2.03446894143579, -0.05821183849287359] Predicted: 4.314795372851483 Movie Vector: [1.2255371272450948, -0.464025868467461] User Vector: [1.843162846668076, -0.5173536053930374] Predicted: 2.4989299561977614 Movie Vector: [1.8143963655080246, -0.6162224925386971] User Vector: [0.9372735161851182, -0.672150728775196] Predicted: 2.1147800587007586 Movie Vector: [1.8801303904142832, -0.3246917456363455] User Vector: [1.675289940808059, -0.6935538052935406] Predicted: 3.374954726202067 Movie Vector: [1.4126233224207168, -0.803599255143699] User Vector: [1.8223787710715664, -0.5614100283260789] Predicted: 3.0254834348931388 Movie Vector: [1.7830911397339029, -0.46054770158518993] User Vector: [1.8418412585633224, 0.14268718325617208] Predicted: 3.218456574646306 Movie Vector: [2.0281090789825678, -0.9534725350589078] User Vector: [2.0075869113380262, -0.18256744629600924] Predicted: 4.24567828757031 Movie Vector: [1.61828782784981, -0.800440168791583] User Vector: [1.9660608869591094, 0.3997481098933626] Predicted: 2.861677957620369 Movie Vector: [1.4376099676105694, -0.06409838082479885] User Vector: [2.1128876079708268, -0.6656677251350331] Predicted: 3.0801765090081963 Movie Vector: [1.1962412339883972, -0.506782728184138] User Vector: [1.7654489092632617, 0.16234576887416946] Predicted: 2.029628750101351 Movie Vector: [1.8758657429832208, -0.1571769763895668] User Vector: [1.6998091455825142, -0.0379502663397207] Predicted: 3.1945786539242724 Movie Vector: [1.7933063693069826, -0.9850056719587736] User Vector: [1.6341869454478095, -0.6119673196951897] Predicted: 3.533389138863049 Movie Vector: [1.5584730823757982, -0.4161568303325205] User Vector: [1.9555124659399659, 0.0122534266393516] Predicted: 3.0425141932268116 Movie Vector: [1.7947080196467966, -0.33930113961147945] User Vector: [1.8509817436722573, -0.21079131049194041] Predicted: 3.3934935114585243 Movie Vector: [1.678376052473101, -0.6563386534158661] User Vector: [1.8006620538662155, -0.4366589998548121] Predicted: 3.3087842497727116 Movie Vector: [1.5494904130777112, -0.23297857467551472] User Vector: [2.3889365246536345, -0.8021752376755762] Predicted: 3.8885238859156397 Movie Vector: [1.9845011218245538, -0.4023423530273887] User Vector: [1.9404990272605114, -0.4071054153406991] Predicted: 4.01471824723631 Movie Vector: [1.9111676997602567, 0.6192965925527802] User Vector: [1.9653758808789084, -0.25343825072528886] Predicted: 3.599209456326923 Movie Vector: [2.0122332258202147, 0.1346363108540766] User Vector: [2.080481107483165, -0.4806718995944727] Predicted: 4.121697318876241 Movie Vector: [2.1672970858415948, -0.3299131887288634] User Vector: [2.1253366753163396, -0.10615876314853429] Predicted: 4.641259158907212 Movie Vector: [1.9475188206416725, -0.1575213327551371] User Vector: [1.3465084066195459, -0.42185489146108845] Predicted: 2.6888016087760196 Movie Vector: [1.1941947413889769, -0.5825219904581402] User Vector: [1.701036220264609, 0.3466998649784794] Predicted: 1.8294082137133452 Movie Vector: [1.8448344291429513, -0.07161957328688923] User Vector: [1.8211978404606277, -0.5607382321407374] Predicted: 3.399968311274122 Movie Vector: [1.1359352886161276, -0.4650094975810419] User Vector: [1.8050876028003806, -0.8389557245317926] Predicted: 2.440585087021712 Movie Vector: [2.266013855444168, -0.01673664723800472] User Vector: [1.9252686493364242, -0.10921705689628351] Predicted: 4.3645133622022625 Movie Vector: [1.4045085010059095, 0.0654256600178035] User Vector: [1.4774036230833516, -0.1975689815882822] Predicted: 2.0620998670180395 Movie Vector: [1.8460270956299396, 0.0963796670671378] User Vector: [2.0731691238566063, -0.38935031273607423] Predicted: 3.789600922948689 Movie Vector: [2.1850610722263033, -0.2240122828384842] User Vector: [1.949132360953193, -0.6294778017008195] Predicted: 4.399984005890521 Movie Vector: [1.9729444356527004, -0.020055174572534053] User Vector: [2.063200773966214, 0.012683621038418986] Predicted: 4.070326114396849 Movie Vector: [2.308730320212595, -0.14617318461581458] User Vector: [2.160701134521725, -0.6374206100984913] Predicted: 5.081650022705911 Movie Vector: [2.153947989069691, -0.40949865106813776] User Vector: [2.0859106644945298, -0.3886850866147933] Predicted: 4.652109099826076 Movie Vector: [1.8284789730774074, -0.1769554001392241] User Vector: [1.8198709886243776, -0.043823829184670926] Predicted: 3.3353506996422744 Movie Vector: [2.0363989895619916, -0.46522466216468067] User Vector: [1.9856040579343983, -0.28727668413057394] Predicted: 4.177130295570235 Movie Vector: [1.6035409391835405, 0.04053526141377248] User Vector: [1.488422974408163, -0.544918612092899] Predicted: 2.3646587558944088 Movie Vector: [1.6982350534748403, -0.3648888585951552] User Vector: [1.7247299886133978, 0.40610630929526337] Predicted: 2.7808132567754944 Movie Vector: [2.1078281597202166, -0.4639337777634536] User Vector: [1.9379989006064253, -0.40668279077193864] Predicted: 4.273642539679255 Movie Vector: [2.091455546998938, -0.3176800326863219] User Vector: [1.7929775646477084, -0.6610050829884923] Predicted: 3.959920989596706 Movie Vector: [1.8461164246400117, -0.019536220103609656] User Vector: [1.8244458368358751, -0.2165973260082545] Predicted: 3.3723709182835506 Movie Vector: [1.7053362535998646, -0.2736229938464708] User Vector: [2.138621331465683, -0.17351348076590228] Predicted: 3.6945457673503306 Movie Vector: [2.1690535223708944, -0.5270017983159916] User Vector: [2.0816221852030026, 0.18233721994278046] Predicted: 4.419057890250187 Movie Vector: [1.7306615855441454, -0.41367674801459364] User Vector: [2.1522163231504488, 0.14900575056961138] Predicted: 3.663117899926436 Movie Vector: [2.00543734907411, -0.17566694135686306] User Vector: [2.0508548033839316, -0.945729135867209] Predicted: 4.278994164884039 Movie Vector: [2.0285207334438837, -0.30485394042912406] User Vector: [1.6972652665052608, -0.6882004617775687] Predicted: 3.652738405838115 Movie Vector: [1.1186195351569013, -0.2523953266956391] User Vector: [1.77415458871088, -0.5804354935192555] Predicted: 2.1311031873327853 Movie Vector: [2.4031340015258866, -0.11689198982944873] User Vector: [1.9535835963685855, 0.1907293835643477] Predicted: 4.672428428092791 Movie Vector: [2.02685499292443, -0.4469418210395113] User Vector: [1.922002917562509, 0.2664737804552837] Predicted: 3.7765229331809254 Movie Vector: [1.575394917229168, -0.6787251132227693] User Vector: [1.6305592142667618, -0.6053781625500937] Predicted: 2.979660060316447 Movie Vector: [1.9566002118454595, -0.3857330142086216] User Vector: [2.128101280218336, 0.005849571043377227] Predicted: 4.161587043033401 Movie Vector: [2.2197981268585734, -0.6576693034746115] User Vector: [2.210249474612628, -0.06475721542346709] Predicted: 4.948896476397765 Movie Vector: [1.6815058794512643, -0.2705646506289854] User Vector: [1.755041754041506, -0.28170749734314404] Predicted: 3.0273331187014656 Movie Vector: [2.0961889683937507, -0.14905299873592304] User Vector: [1.7314241853031958, -0.1072175549468609] Predicted: 3.645373374924659 Movie Vector: [2.0066044460223535, -0.6113303810710874] User Vector: [1.776731520169002, -0.30971588462700894] Predicted: 3.7545360975319726 Movie Vector: [1.941750293746595, -0.733722176656327] User Vector: [1.9430340317337047, -0.05677440719196484] Predicted: 3.8145435435018125 Movie Vector: [1.7246607629906165, 0.18149259558314676] User Vector: [1.9212279227210034, -0.06673510398271565] Predicted: 3.3013544878405487 Movie Vector: [2.2876425539095138, -0.28383489646786486] User Vector: [1.5016246078208686, -0.5208332031956584] Predicted: 3.58301099115477 Movie Vector: [1.2766102776417838, -0.8806615684501097] User Vector: [2.0583442361835953, -0.7364647353739424] Predicted: 3.2762795957993163 Movie Vector: [2.0681963332846944, -0.07112336599095544] User Vector: [1.7825014038175608, -0.16572119341767455] Predicted: 3.698349516542203 Movie Vector: [1.9688252421834305, -0.3443351388740706] User Vector: [2.1008241063323894, 0.2095675417298647] Predicted: 4.0639940613496055 Movie Vector: [1.6705776320404513, -0.45039251760212273] User Vector: [1.9246551840627613, -0.3076158489130033] Predicted: 3.3538337765321886 Movie Vector: [1.0319027538762149, -1.9772268563392985] User Vector: [1.9587325721701938, -0.708517914080883] Predicted: 3.4221221832476862 Movie Vector: [1.5515625215117819, -0.316124049581729] User Vector: [1.6431060390411036, -0.001485805443972363] Predicted: 2.54985144787969 Movie Vector: [2.1545050484812354, -0.4945414624204903] User Vector: [1.9743947525009706, -0.09329195809008928] Predicted: 4.299980203344144 Movie Vector: [2.168137199977852, -0.305664766657806] User Vector: [1.5203079986119237, -0.08794301475396711] Predicted: 3.3231174082983435 Movie Vector: [1.7575053422993117, 0.21725102794186987] User Vector: [1.4166362461718311, -0.5467332796975695] Predicted: 2.3709674037175095 Movie Vector: [1.2169801736317998, 0.6109353966340891] User Vector: [1.7348293189708186, -0.5245542286857438] Predicted: 1.79078414006443 Movie Vector: [1.7595920205326618, -0.6043960633881595] User Vector: [1.7869196281755118, -0.7016740659568231] Predicted: 3.5683385623166894 Movie Vector: [2.0474080691214938, -0.09273749980664386] User Vector: [2.1557095273740656, -0.17625529975556867] Predicted: 4.429962556854746 Movie Vector: [1.9835641866030342, -0.4021457894645393] User Vector: [2.1202023139733432, 0.05279502887587537] Predicted: 4.184326079783314 Movie Vector: [1.280433147611122, -0.6676902015662468] User Vector: [2.155953842580505, -0.7928366122501961] Predicted: 3.289924002202083 Movie Vector: [1.8346893727541103, -0.21221712805710616] User Vector: [2.0188050074757453, -0.2729326996521274] Predicted: 3.7618010865515794 Movie Vector: [1.4862888300250103, -0.283251830482945] User Vector: [1.8614270447205068, -0.4978787343991794] Predicted: 2.9076432873516542 Movie Vector: [1.9960632715426863, -0.7888226366229354] User Vector: [1.693754742671909, -0.3316853163246099] Predicted: 3.6424825186009224 Movie Vector: [2.27760304828994, -0.1772937623257327] User Vector: [2.0672987560791354, -0.4907057974067502] Predicted: 4.795485025589132 Movie Vector: [0.48573019801457606, -0.16215961565450024] User Vector: [2.0470007237208683, -0.15900518027167404] Predicted: 1.020074285788847 Movie Vector: [1.4818481935251309, -1.0784987142438727] User Vector: [1.4302787147969924, -0.42863049252309626] Predicted: 2.581733364831246 Movie Vector: [1.9148419495202693, -0.2886833484968629] User Vector: [1.906966964620665, -0.26931168053451404] Predicted: 3.729286137931006 Movie Vector: [1.900921735522836, -0.18097426655528687] User Vector: [2.1027008316072493, -0.8238854052200667] Predicted: 4.14617177103947 Movie Vector: [1.3143336167457644, -0.4597085656546992] User Vector: [1.8331037564220418, -0.2419311660385969] Predicted: 2.520527719375201 Movie Vector: [1.9999241779227646, -0.8730911212148555] User Vector: [1.792577100932457, -1.0842119895788451] Predicted: 4.531634146561499 Movie Vector: [2.046889518308585, -0.2082613267025968] User Vector: [1.7174480377726833, 0.12647892711920095] Predicted: 3.4890857175947865 Movie Vector: [1.8721866511831633, -0.5396320246128099] User Vector: [1.9729544970030792, -0.2676292058853024] Predicted: 3.8381603628983614 Movie Vector: [2.10353462486972, -0.33527027883996674] User Vector: [1.6929792496366485, -0.2046466874195847] Predicted: 3.6298524227514872 Movie Vector: [1.9619919543813047, -0.11668261795401308] User Vector: [2.032765049329259, -0.4893781850144114] Predicted: 4.045370599728587 Movie Vector: [1.991446874863583, 0.13167683611438477] User Vector: [1.6343421279599888, -0.20944869634612087] Predicted: 3.2271259815206776 Movie Vector: [1.2040149652089138, -0.8993763396778172] User Vector: [1.9060684440784035, -0.7920259381866049] Predicted: 3.0072643205990253 Movie Vector: [2.1813694511723396, -0.10980369975335992] User Vector: [1.8014664256601118, 0.23339935330179434] Predicted: 3.904035715735016 Movie Vector: [1.7128603418858803, -1.117628672275411] User Vector: [2.048918172963402, -0.45228286840449816] Predicted: 4.014994983946119 Movie Vector: [1.8315359767658417, -0.3434951374023291] User Vector: [1.5649948609073652, -0.2551665223768497] Predicted: 2.953992850869804 Movie Vector: [2.169882563990396, -0.25355873977662596] User Vector: [1.748092463332062, -0.33092414782368745] Predicted: 3.8770640663110902 Movie Vector: [1.4765024418855086, 0.10113257998503158] User Vector: [1.5722399127149367, -0.23589551804600334] Predicted: 2.297559348006565 Movie Vector: [1.8011559787190912, -0.6568923532597031] User Vector: [1.7431818509850565, -0.5203611797194743] Predicted: 3.481563692787267 Movie Vector: [1.6147076720277183, -0.5802594048240444] User Vector: [2.2526681772802974, -0.8208911540926885] Predicted: 4.113730400886339 Movie Vector: [1.7021817129545815, 0.8844591496577815] User Vector: [1.7999254877621955, -0.2749640400615] Predicted: 2.8206057888904024 Movie Vector: [2.0722127573840865, -0.5695206529464993] User Vector: [2.177152701193071, -0.1698252106622618] Predicted: 4.608242567048655 Movie Vector: [1.6601359449228636, -0.6519154430177628] User Vector: [2.020848465311556, -0.6501688208101688] Predicted: 3.7787382713607167 Movie Vector: [1.8976429652844706, -0.350417637790577] User Vector: [2.153624726613171, -0.010521954820376397] Predicted: 4.090497890873271 Movie Vector: [1.8785988320805758, -0.3980697756882522] User Vector: [1.7044853389822083, -0.28532893073873533] Predicted: 3.3156249905669783 Movie Vector: [1.7952443190362921, -0.4196708644467858] User Vector: [1.953192590265038, -0.08842524945739148] Predicted: 3.5435674025357957 Movie Vector: [2.024693344566465, -0.5399767777866443] User Vector: [1.9972743790833218, -0.02914133435400348] Predicted: 4.059603786427999 Movie Vector: [2.0344510621924137, -0.19249643219188944] User Vector: [2.042459486192373, 0.1480883153304073] Predicted: 4.126777398818635 Movie Vector: [2.068871778704433, -0.1408451269259871] User Vector: [1.763750089352626, 0.010970969166165224] Predicted: 3.6474275770043603 Movie Vector: [1.4676692106997673, -0.36561589716262727] User Vector: [1.8662838091095753, -0.7623075705519682] Predicted: 3.017799051378826 Movie Vector: [1.8601844785597588, -0.2006034486837451] User Vector: [1.5865490757491683, -0.15890696858553655] Predicted: 2.983151251100072 Movie Vector: [2.2429988469776174, -0.1753764648714494] User Vector: [2.1589681994974605, 1.3436701573009417] Predicted: 4.606915059993444 Movie Vector: [1.1388737791835073, -0.29099494190309777] User Vector: [1.930020654784443, 0.08481361883703288] Predicted: 2.173369582930512 Movie Vector: [2.0691863601963822, -0.2328256799240187] User Vector: [1.5514070109593316, -0.282660919377643] Predicted: 3.2759609469321362 Movie Vector: [1.5283893617320476, -0.17559021142657633] User Vector: [1.8017039891895008, -0.09380239414032944] Predicted: 2.7701759922868447 Movie Vector: [1.5403700324304919, 0.36282670218926094] User Vector: [1.9438315158014972, -0.5078150338300649] Predicted: 2.809970960987874 Movie Vector: [1.9493436845640277, -0.13384442748523584] User Vector: [1.8683312019788616, -0.5211919657338006] Predicted: 3.7117782695149577 Movie Vector: [2.161423354807821, -0.13649156906327106] User Vector: [1.821442572478332, 0.0672140728332916] Predicted: 3.9277343613317552 Movie Vector: [1.9630856896150717, -0.26747903992386884] User Vector: [2.0982886036491397, -0.9498841151356306] Predicted: 4.373194421661429 Movie Vector: [1.8314534590569511, -0.20122974085311912] User Vector: [1.6970166713451456, -0.4166515653410911] Predicted: 3.191849739332014 Movie Vector: [1.6838398729236, -0.8747607474225707] User Vector: [1.8934925623407883, -0.1449946550685658] Predicted: 3.3151739083937515 Movie Vector: [1.9330044831044193, -0.20428855078920033] User Vector: [1.7788700168291955, -0.445546294806439] Predicted: 3.529583724266374 Movie Vector: [1.7582687140760207, -0.3793501227567948] User Vector: [1.8305886988080513, -0.14683723644538751] Predicted: 3.2743695611261545 Movie Vector: [1.4647722502851064, -0.24064554525501783] User Vector: [1.8573761092916345, -0.6985195194565506] Predicted: 2.888728593863798 Movie Vector: [2.1460969883974284, -0.18358232137177954] User Vector: [1.554174705787389, -0.21474946165619585] Predicted: 3.374833860217959 Movie Vector: [1.5110591097927828, -0.2136728936515052] User Vector: [1.8305947673692868, 0.17142984224448177] Predicted: 2.7295069891217616 Movie Vector:
avg loss: 0.9809128113647542: 84%|█████████████████████████████████████▉ | 59100/70000 [01:23<00:14, 764.26it/s]
[1.9944605568404854, -0.3831651986668485] User Vector: [1.9364562245045593, 0.04984969287710664] Predicted: 3.8430848923478496 Movie Vector: [1.698526119145088, 0.04318872852311928] User Vector: [1.8510874787141374, 0.04013788109856295] Predicted: 3.1458539354686486 Movie Vector: [1.654288927064596, -0.5149155700763614] User Vector: [1.8893795046681816, 0.10369929821364993] Predicted: 3.0721832103391638 Movie Vector: [1.2257780710325927, -1.6934167168874807] User Vector: [1.1866807053303812, -0.8952560551389244] Predicted: 2.970648755578466 Movie Vector: [2.0706149703758228, -0.23732458400728712] User Vector: [2.0940737341075044, 0.07314512566254183] Predicted: 4.318661286393775 Movie Vector: [1.9090005159953838, -1.8834008664326152] User Vector: [1.8189032282788713, 0.11615634136814233] Predicted: 3.2535182473556326 Movie Vector: [2.232712907625178, -0.11927187997341479] User Vector: [1.7018160620699672, -0.24791970878377778] Predicted: 3.8292365379365694 Movie Vector: [1.830433107234009, -0.17495766067553664] User Vector: [2.2458952791302873, -0.15975251712534022] Predicted: 4.138911000983922 Movie Vector: [1.6492026795480212, -0.5803922216115092] User Vector: [1.8236805678838979, -0.23515452488839064] Predicted: 3.144100736315753 Movie Vector: [1.5161925212244176, -0.05844202704216141] User Vector: [1.7778406453868631, -0.3957965925947626] Predicted: 2.7186798456319723 Movie Vector: [2.149190926254151, -0.6423110324638307] User Vector: [2.125247273563314, 0.655759759221994] Predicted: 4.146360428394536 Movie Vector: [1.8201986177246094, -0.17422967238694084] User Vector: [1.9707007530196228, -0.5520673090748062] Predicted: 3.6832532929908077 Movie Vector: [1.8936083664347578, -0.28846786776422256] User Vector: [1.6224112675312936, 0.035354675926343476] Predicted: 3.06201286201531 Movie Vector: [1.1273634416899156, -0.39618322365674014] User Vector: [1.7497050713995614, -0.2534571887019219] Predicted: 2.072969017314211 Movie Vector: [1.1204398620913265, -0.5448814954064372] User Vector: [1.607387272346701, -0.3007373535390443] Predicted: 1.96484699267642 Movie Vector: [2.3283520680238903, 0.1338189938999755] User Vector: [1.5222815122183968, -0.10698073730355816] Predicted: 3.5300912524555996 Movie Vector: [1.601941165123157, -0.6052159669290967] User Vector: [1.8326112790765472, -1.0392025691264029] Predicted: 3.5646774353307604 Movie Vector: [1.6042461546294562, -0.9168530841526292] User Vector: [2.0236942742749764, -0.16304101882705543] Predicted: 3.3959884186062514 Movie Vector: [1.4274445990577342, -0.4169778672402201] User Vector: [1.5677591331874179, -0.2556849474030023] Predicted: 2.3445042713453463 Movie Vector: [1.9883376040935008, -0.13928258357182066] User Vector: [2.038966260497117, -0.1084763979007374] Predicted: 4.069262162180502 Movie Vector: [0.7692037288361806, -0.3823313829903854] User Vector: [0.8828487954444632, -0.1989148334213932] Predicted: 0.7551419688137149 Movie Vector: [2.2946693137343024, -0.05183974601435] User Vector: [2.040194862351438, 0.039448003394143824] Predicted: 4.679527570199498 Movie Vector: [1.5877786564785152, -0.686572792120194] User Vector: [1.863198197051805, -0.8627440322882235] Predicted: 3.5506829092012673 Movie Vector: [2.2491894899234675, -0.052719117037756606] User Vector: [1.5221388323390228, -0.5285253887055443] Predicted: 3.4514420557259022 Movie Vector: [2.373102403087166, -0.3679271853184626] User Vector: [1.683362815802673, -0.34986305990331346] Predicted: 4.123516474326033 Movie Vector: [1.7760270861345104, -0.16185556711231017] User Vector: [1.6878352080215937, -0.03694698169190261] Predicted: 3.003621121052657 Movie Vector: [1.9843650518044473, -0.042630016491313115] User Vector: [2.209384674713625, -0.5864139455925382] Predicted: 4.4092245706654 Movie Vector: [1.3470662064556969, -0.5188437021916754] User Vector: [1.4989300214422008, -0.6660559218915654] Predicted: 2.3647368981076107 Movie Vector: [2.048585788938042, -0.5263341165923402] User Vector: [1.895676741600272, 0.06580725041972617] Predicted: 3.848819832247653 Movie Vector: [2.1631009755774153, -0.25365555681967467] User Vector: [2.0863358327416224, 0.724177539683319] Predicted: 4.329263418120848 Movie Vector: [1.511584687236341, 0.3150835274445513] User Vector: [1.527785385589425, -0.21249205544969302] Predicted: 2.242424247855411 Movie Vector: [1.7931710222377963, -0.04007141041175841] User Vector: [1.7588660293411305, -0.5136759471490396] Predicted: 3.1745313155098267 Movie Vector: [2.132361356356887, 0.23091803219512685] User Vector: [1.7466616151770484, -0.2942659642966939] Predicted: 3.656562413418048 Movie Vector: [1.9899171113239125, 0.1769176175698459] User Vector: [1.3871266310250818, -0.4359955464432883] Predicted: 2.6831317253020917 Movie Vector: [1.8446503670067311, -0.6813088381920994] User Vector: [1.4003112831187985, 0.05418354000934532] Predicted: 2.546168997635856 Movie Vector: [1.9091898423772726, -0.45097859300546755] User Vector: [1.8695600172484625, -0.7300599220244343] Predicted: 3.898586391089704 Movie Vector: [1.8338979679946847, -0.3438802511830856] User Vector: [1.7872403263096537, 0.03851442809357803] Predicted: 3.2643720515304384 Movie Vector: [1.3303926352507836, -0.6174176411530693] User Vector: [2.0243139275364253, -0.40799002559767783] Predicted: 2.9450325798485473 Movie Vector: [1.7118524576287804, -1.117406189606832] User Vector: [1.5692328487228864, -0.3245356348157373] Predicted: 3.0489332357691725 Movie Vector: [1.2965491528354667, -0.7901812596569444] User Vector: [2.1827453437460695, -0.5858416541598547] Predicted: 3.2929577225330675 Movie Vector: [2.1290941770397653, 0.04503477383715634] User Vector: [1.8656514703212452, 0.07003499209186931] Predicted: 3.975301691876184 Movie Vector: [1.719427606003806, -0.2292972618590408] User Vector: [2.0909338460487517, 0.036402747432245884] Predicted: 3.5868623269135753 Movie Vector: [1.3232595394731614, -1.0933197971704132] User Vector: [2.0151847848227646, -0.44016255269697646] Predicted: 3.147850923154563 Movie Vector: [1.476885182245068, -0.2635329117906046] User Vector: [1.7924523566844912, -0.15175103403414064] Predicted: 2.6872377173338284 Movie Vector: [2.0506239154402564, -0.5663974819384539] User Vector: [2.0467738676915337, -0.7284829894627413] Predicted: 4.609774373453104 Movie Vector: [2.0043361036594467, 0.17238550326832242] User Vector: [2.084773737194792, -0.8942008152000166] Predicted: 4.024440011869354 Movie Vector: [1.6349707280947496, -0.488531360360557] User Vector: [1.9107747602876164, -0.7072923150104732] Predicted: 3.4695952778771493 Movie Vector: [1.4149119356892637, -0.7485997413468511] User Vector: [1.5653517002176736, -0.20466151374990818] Predicted: 2.3680443604463046 Movie Vector: [1.4453305667940946, -0.07930116477536897] User Vector: [2.1106113187788753, 0.1815321171332377] Predicted: 3.0361353453198987 Movie Vector: [1.664272159593919, -1.6968146208690238] User Vector: [1.5755896312102453, -0.31105702652248235] Predicted: 3.150016068695453 Movie Vector: [2.3483859029679057, 0.33995988608497485] User Vector: [2.0365384615071958, -0.304970206420041] Predicted: 4.678900577221577 Movie Vector: [1.9597233811039954, -0.45413125486452544] User Vector: [2.09192469784119, -0.23808172381993117] Predicted: 4.2077140938669455 Movie Vector: [1.6760852377498705, -0.4948086826086668] User Vector: [2.114813017688171, -0.48801509236372875] Predicted: 3.786080984494043 Movie Vector: [2.320558426918864, -0.011098010250291682] User Vector: [1.7836606628272245, -0.43001050765052595] Predicted: 4.143861042909041 Movie Vector: [1.2964604315209185, 1.0601507536768797] User Vector: [1.7706858004869268, -0.2916643332080841] Predicted: 1.9864159143160294 Movie Vector: [1.9481297048327402, 0.65011106930383] User Vector: [2.190607375315361, -0.45453541583848706] Predicted: 3.972088794250318 Movie Vector: [1.248070576302288, -1.2239314230199154] User Vector: [1.9725085555033923, -0.10956596811020812] Predicted: 2.595931120891994 Movie Vector: [1.5943431923585294, 0.25904929837618657] User Vector: [1.6246044780641526, 0.1920777041197689] Predicted: 2.6399346843626983 Movie Vector: [2.2340685905236275, -0.4197841973610625] User Vector: [1.9052922745017162, -0.1767498022452818] Predicted: 4.330750400100867 Movie Vector: [1.56389332652945, 0.2851837474730907] User Vector: [2.693337213399294, 0.2294615730954154] Predicted: 4.277530805445002 Movie Vector: [2.3600398724833416, -0.12109929208301266] User Vector: [2.0093492418928993, -0.7353225206355972] Predicted: 4.831191365313084 Movie Vector: [2.0000527999642976, -0.9717009802652967] User Vector: [1.948109374285294, -0.08563869576214576] Predicted: 3.9795368132967166 Movie Vector: [1.9969119023310513, -0.17462103795238618] User Vector: [1.6185590395526108, 0.03594151532294192] Predicted: 3.2258436659968495 Movie Vector: [1.075590581279101, -0.3840472636474504] User Vector: [1.6737471046774208, -0.34837223442332277] Predicted: 1.9340580245952244 Movie Vector: [1.8024167611397852, -0.8881364755020734] User Vector: [1.7077419112169179, -0.30814816811664447] Predicted: 3.3517402724418006 Movie Vector: [2.0134528087979846, 0.1134662132845628] User Vector: [2.135748453364917, -0.366385328109299] Predicted: 4.2586563665299595 Movie Vector: [2.1090143244609107, -0.02504998400469939] User Vector: [2.1160401745196173, 1.2008786743435669] Predicted: 4.4326770476127475 Movie Vector: [1.9168164884542978, -0.1354775412085933] User Vector: [1.8861688395750806, 0.03468821297298061] Predicted: 3.6107400579037243 Movie Vector: [1.6242439116032985, -0.8884795740616919] User Vector: [1.9346748635809117, -0.04777547168513257] Predicted: 3.184831398836641 Movie Vector: [1.5753114408711253, -0.23545282494575603] User Vector: [2.223517937653377, 0.02134840871464238] Predicted: 3.497706703027575 Movie Vector: [1.8030178037195728, -0.3307678201412979] User Vector: [2.056801759201527, -0.08915553537805695] Predicted: 3.7379399726526215 Movie Vector: [1.6759802244681479, -0.8897571669001044] User Vector: [2.074678502136924, -0.23493274379726042] Predicted: 3.6861532342438013 Movie Vector: [2.143386601384351, -0.048210817473264014] User Vector: [1.9232462748830983, -0.1184880212768257] Predicted: 4.127972701113343 Movie Vector: [2.137227684089307, -0.4436015591594954] User Vector: [1.9351487519652393, -0.29530455993574556] Predicted: 4.266851048745387 Movie Vector: [1.5627125056812252, -0.8117399866868303] User Vector: [1.608679357327084, -0.30136570783107125] Predicted: 2.758533944988931 Movie Vector: [1.7737771219736567, -0.5083574159700683] User Vector: [1.8315903447792774, -0.49636628608520245] Predicted: 3.5011645329662575 Movie Vector: [1.848266188097316, -0.23836206611585006] User Vector: [1.8314964561193217, 0.030215815356697588] Predicted: 3.3778906692876043 Movie Vector: [2.329531293345955, -0.32880785999794737] User Vector: [2.0124151404928976, -0.019084848691704105] Predicted: 4.694259293238105 Movie Vector: [2.025956900008573, 0.36962083160434217] User Vector: [2.0011654058770327, -0.3183370938589129] Predicted: 3.9366108407323894 Movie Vector: [1.78331015222671, -0.7049787721776191] User Vector: [1.9529072249301886, -0.6497630204368218] Predicted: 3.940708416928868 Movie Vector: [1.6709837830921226, -0.6296940693260902] User Vector: [2.445434003688496, -0.8106700963899047] Predicted: 4.596754714662251 Movie Vector: [2.223655055076657, -0.1644883596472992] User Vector: [1.9451451247115528, -0.5494320801239617] Predicted: 4.415706971019753 Movie Vector: [1.476498066375907, -0.09051288407563302] User Vector: [1.7111257592372238, -0.2681479738100465] Predicted: 2.550744721308351 Movie Vector: [1.6365957543422291, -0.2622274672729469] User Vector: [1.845995926888453, -0.7450738166798897] Predicted: 3.2165279163580456 Movie Vector: [1.7477659934560075, -0.22880389610143492] User Vector: [1.9830309984425751, -0.4567332241860231] Predicted: 3.570376484219778 Movie Vector: [1.9067921061297155, -0.6780764508450812] User Vector: [2.249475496773772, 0.017468680259033777] Predicted: 4.277437019469455 Movie Vector: [2.1594855800698216, -0.21575260540323524] User Vector: [1.863614898360666, -0.564279811228392] Predicted: 4.146194339262116 Movie Vector: [1.960456015744718, -0.21116422385071185] User Vector: [1.7100125578686503, -0.2082682513416199] Predicted: 3.396383209719906 Movie Vector: [2.199085317747737, -0.2027591793679644] User Vector: [1.8260072116097656, -0.19740467146210858] Predicted: 4.0555712583415815 Movie Vector: [1.6063031342038396, -0.5771967208373646] User Vector: [1.842627482933694, -0.24910699786519738] Predicted: 3.1036020433119567 Movie Vector: [2.104720433363553, -0.40719085745021466] User Vector: [1.9458879046214206, -1.416634292429297] Predicted: 4.672390566119356 Movie Vector: [2.144697089807202, 1.4061558343378995] User Vector: [2.006436396949209, -0.48562614969661294] Predicted: 3.6203322577172736 Movie Vector: [1.8065939169197798, 0.6122600970579185] User Vector: [1.889802684911572, 0.06451478596314206] Predicted: 3.4536058638553775 Movie Vector: [1.7363498093847727, -0.6601382843886827] User Vector: [1.916482795891269, 0.018251701781899516] Predicted: 3.315635890233524 Movie Vector: [1.6074274410830218, -0.5361031864073644] User Vector: [1.3533874450318595, -0.372668528307989] Predicted: 2.3752609030611067 Movie Vector: [1.8582246758350922, -0.3522517234263591] User Vector: [2.1694235023992783, 0.6826935090000213] Predicted: 3.790796319377683 Movie Vector: [1.8535799919200546, -0.4911079517204497] User Vector: [2.1265751357506946, -0.49148746835757623] Predicted: 4.18315052682352 Movie Vector: [1.7848076490233276, 0.7062459599650269] User Vector: [1.8085840483701783, 0.03317071919357234] Predicted: 3.2514013298522646 Movie Vector: [1.8732550322725718, -0.5243787123297268] User Vector: [2.0358683421168617, -0.9243468367167409] Predicted: 4.29840842089841 Movie Vector: [1.8511316617829465, -0.3174849441692784] User Vector: [1.7282789329991377, 0.3919693101907437] Predicted: 3.0748274987051727 Movie Vector: [1.4602456494357992, -1.0873098499258684] User Vector: [1.926782415383169, -0.2801045392381041] Predicted: 3.1181360639952107 Movie Vector: [1.4314833802426998, -1.227773217723341] User Vector: [2.069588092893324, -0.09596293869334895] Predicted: 3.0804016849466986 Movie Vector: [1.9995753730766672, -0.27317422301477834] User Vector: [1.7659956816016464, -0.901815758256007] Predicted: 3.7775942929544635 Movie Vector: [1.9321143266447756, -0.2259439989728199] User Vector: [1.8561672591281215, 0.18629473231090235] Predicted: 3.544235177204513 Movie Vector: [1.8108671934645089, -0.6136916031877665] User Vector: [1.7881297304273314, -0.052130865245900236] Predicted: 3.2700577407577125 Movie Vector: [1.8660987432643035, -0.2971901781497484] User Vector: [2.0873593068130503, -0.6762868292994949] Predicted: 4.096204382464726 Movie Vector: [1.7031211242579203, -1.1003261458230944] User Vector: [2.0231291189787606, -0.9416875228670841] Predicted: 4.481797342240078 Movie Vector: [1.589026372254929, -0.4151857870918209] User Vector: [1.7946928976784275, 0.37542345100741403] Predicted: 2.695943863510397 Movie Vector: [2.173130907823578, -0.15381758888578914] User Vector: [2.022390858161398, -0.14665177277296768] Predicted: 4.417477703664149 Movie Vector: [2.1944194002589303, 0.7610274440976229] User Vector: [1.726287345223487, 0.03276898395344015] Predicted: 3.813136536883668 Movie Vector: [1.6351645295004116, -0.5437408661848755] User Vector: [1.9675162777817319, 0.23288224161967586] Predicted: 3.090585236866009 Movie Vector: [2.0399702406191556, -0.26110942678785837] User Vector: [1.8575116343245932, -0.5621479946537741] Predicted: 3.9360505962800123 Movie Vector: [1.8280859294083525, -0.45002307048535295] User Vector: [2.189287752717348, -0.1058616346345657] Predicted: 4.049846314033463 Movie Vector: [1.654056821120106, -0.37529110069172444] User Vector: [1.6401142963520188, -0.4286939915969533] Predicted: 2.873727279264009 Movie Vector: [1.9191727346713459, -0.1736371569082916] User Vector: [1.480518673351372, -0.3394405255221101] Predicted: 2.900310558858861 Movie Vector: [1.915690350481188, -0.8820444204148478] User Vector: [2.0977060171496147, -0.6379480467650481] Predicted: 4.5812536903635035 Movie Vector: [1.9718045657936178, -0.5149904346018419] User Vector: [2.047568871320913, 0.2115688012543972] Predicted: 3.928449740341268 Movie Vector: [2.22566803750709, -0.18599074592554696] User Vector: [1.8176890526155352, -0.9523251065189604] Predicted: 4.222696083458027 Movie Vector: [1.8687239836608651, 0.5546659554030415] User Vector: [2.0339087337949553, 0.33906353088330227] Predicted: 3.988881028719651 Movie Vector: [1.015513940295018, -0.40838239556822203] User Vector: [1.4444107221156586, -0.70818565839965] Predicted: 1.7560297795043522 Movie Vector: [1.4867906841892884, -0.6813490478717299] User Vector: [1.9005782826653923, -0.19566915606550195] Predicted: 2.959081078422476 Movie Vector: [1.6357389698994944, -0.759029378365887] User Vector: [1.698697663522649, -0.22083862730060572] Predicted: 2.94624897230037 Movie Vector: [1.821359450029953, -0.09314494671177079] User Vector: [2.2946734839693055, 0.00139577401804062] Predicted: 4.179295225464118 Movie Vector: [1.8303132459070848, -0.4568894116614801] User Vector: [2.028379043866919, -0.10475220628746854] Predicted: 3.7604292056108934 Movie Vector: [1.8933311788412126, 0.6173345300708848] User Vector: [1.6920903942764032, -1.040343300780529] Predicted: 2.5614476582014936 Movie Vector: [2.1520400670930244, 0.22760269352817034] User Vector: [1.8017420606687649, -0.4793354045187082] Predicted: 3.7683230759540596 Movie Vector: [1.7452206197962419, 0.3373990531791077] User Vector: [2.158075847591529, -0.13439968325084112] Predicted: 3.720972142424583 Movie Vector: [2.098004862151542, -0.4629971536338401] User Vector: [1.641100856809012, -0.24473877764258584] Predicted: 3.5563509342987114 Movie Vector: [2.120086779847107, -0.1603784390104362] User Vector: [2.0357799291005083, -0.02238273361959378] Predicted: 4.319619822242766 Movie Vector: [1.9279868911492586, -0.3172414166536919] User Vector: [1.8844688964373253, -0.852104071593489] Predicted: 3.90355403191837 Movie Vector: [2.010417530573313, -0.06455126038344515] User Vector: [1.7930056913945582, -0.5478047871928274] Predicted: 3.640051563854726 Movie Vector: [2.21168374624328, -0.23155757207351507] User Vector: [1.7351997160480332, -0.14858792729552778] Predicted: 3.872119668153378 Movie Vector: [1.4727020391125412, -0.5624439022842481] User Vector: [1.7084308846878256, 0.09803426297465175] Predicted: 2.46087087413758
avg loss: 0.9813137319134936: 85%|██████████████████████████████████████ | 59252/70000 [01:23<00:14, 721.93it/s]
Movie Vector: [1.984920319750819, -0.17488732150369418] User Vector: [1.567985264630327, 0.18885706358363333] Predicted: 3.079297106837407 Movie Vector: [1.2768685846663799, -1.9266311819504989] User Vector: [2.3904618472744485, -0.4971621315843743] Predicted: 4.010153700823738 Movie Vector: [1.635043630484786, -0.13175227394945] User Vector: [2.322156476938811, -0.48262551281280663] Predicted: 3.860414165386901 Movie Vector: [1.6314231796505505, 0.2425273729283953] User Vector: [1.386330972934033, -0.3836557304848759] Predicted: 2.1686454674886595 Movie Vector: [1.8828858502336454, 0.2599015291522635] User Vector: [1.8371681966425326, -0.24714529955416686] Predicted: 3.3949445606805657 Movie Vector: [1.8549199110501335, -0.5391855619593362] User Vector: [1.7928895887371872, -0.3146385878706613] Predicted: 3.495315180278228 Movie Vector: [1.455848122308566, -1.2615720475662047] User Vector: [2.2839606486176254, 0.0019436320907279191] Predicted: 3.322647789800209 Movie Vector: [1.3988947542280412, -0.5825246981388597] User Vector: [1.9512133845165627, 0.006229670689055042] Predicted: 2.7259132309421155 Movie Vector: [1.4010377023863434, -0.4477592157742507] User Vector: [1.6990649225151113, -0.48741749503387616] Predicted: 2.5986996905768205 Movie Vector: [2.0282278933586064, 0.2516077282597353] User Vector: [1.6566014574478094, -0.35512286989965186] Predicted: 3.270613625625639 Movie Vector: [2.2189631073615326, -0.2321809154100736] User Vector: [2.173033086012583, 0.09806843394523823] Predicted: 4.799110630171664 Movie Vector: [2.132015762933986, -0.20199232999753758] User Vector: [1.5371670843370868, -0.6627916066131921] Predicted: 3.4111432749925554 Movie Vector: [1.9694394441423704, -0.36166482865408495] User Vector: [2.2859052856495725, 0.5163246603289052] Predicted: 4.315215565324069 Movie Vector: [1.3829636059575736, -0.21389754700173685] User Vector: [2.218511800712314, -0.30069673686181136] Predicted: 3.1324393741786998 Movie Vector: [2.388482198693079, 0.2316324671132441] User Vector: [1.7413325160849273, -0.215717793110946] Predicted: 4.109174472055766 Movie Vector: [2.1167305714496663, 0.10041223462552662] User Vector: [1.769343585001673, -0.579349981587132] Predicted: 3.6870498314899707 Movie Vector: [1.9703671986225493, -0.3845816732314679] User Vector: [1.6501641156025488, -0.6419321782260532] Predicted: 3.4983045969305473 Movie Vector: [1.8881103827714854, -0.4164879849954239] User Vector: [2.029895359115431, -0.456041775885599] Predicted: 4.022602423797825 Movie Vector: [2.1027553376840094, -0.2898856293841389] User Vector: [1.7018424124820914, -0.1490456540985433] Predicted: 3.6217644099890762 Movie Vector: [1.8703469957575467, -0.27310127369560644] User Vector: [1.7288282365227776, -0.16742143111519386] Predicted: 3.2792317044426955 Movie Vector: [2.0679541055529054, -0.3812732732076504] User Vector: [1.8397345150295439, -0.43898310033204246] Predicted: 3.9718590670291687 Movie Vector: [2.2008392487127866, -0.3462611402072679] User Vector: [1.6802778284443214, -0.2138605848350643] Predicted: 3.7720730035325354 Movie Vector: [1.8249479605823442, -0.2076864330627357] User Vector: [1.8707650776071465, -0.12948251212680373] Predicted: 3.4409406741954514 Movie Vector: [1.1399977493444704, -0.635390998885506] User Vector: [1.8160940021931784, -0.2853672102821456] Predicted: 2.2516628318885576 Movie Vector: [2.0752596675069843, -0.5133388289598877] User Vector: [1.9522917196025944, -0.38181808230314074] Predicted: 4.247514312144323 Movie Vector: [1.5186869654234758, -0.3324339608599188] User Vector: [2.072661070451853, 0.011466349063968446] Predicted: 3.1439115475999597 Movie Vector: [1.6606180957474979, 1.0877055643406979] User Vector: [1.7627493392105307, -0.30587746169922214] Predicted: 2.594548833863299 Movie Vector: [1.4110533259237523, -0.22108207454140388] User Vector: [1.1917424861262391, 0.12544515068338138] Predicted: 1.65387852453883 Movie Vector: [1.5646865062021378, -0.14251483340516283] User Vector: [1.574391862133517, -0.5275791704473037] Predicted: 2.538617559739102 Movie Vector: [2.1483707818375577, 0.7601533332826979] User Vector: [1.962657143240895, 0.23449804845530406] Predicted: 4.394769734485096 Movie Vector: [2.281176144519377, -0.11020665128728413] User Vector: [1.9348348368516926, 0.22465374265848287] Predicted: 4.388940736733574 Movie Vector: [1.549794056198167, 0.1889202555577669] User Vector: [2.0610208808654553, 0.02156492962981781] Predicted: 3.1982319628823435 Movie Vector: [1.8380834269875674, -0.2353814358171812] User Vector: [1.930511134986601, -0.2966272823671476] Predicted: 3.618261078459958 Movie Vector: [1.4217667544239292, -0.7374716530356538] User Vector: [1.6645283941240796, 0.0943083346804432] Predicted: 2.2970214090884413 Movie Vector: [1.877028142771378, -0.3429508104186583] User Vector: [1.7691592243167913, -0.8792900877676402] Predicted: 3.622314901279204 Movie Vector: [1.7665297711384849, 0.1407901077158107] User Vector: [1.8633659051494316, -0.1008864717526612] Predicted: 3.277487528745756 Movie Vector: [1.5781112043234606, -0.6077661629653264] User Vector: [1.6028079742037227, -0.594731857208319] Predicted: 2.8908671213186254 Movie Vector: [1.629317762320384, -0.5444329103943639] User Vector: [1.207764312284773, 0.12293487095121637] Predicted: 1.9009020571213175 Movie Vector: [2.1995398753864284, 0.34438463866366326] User Vector: [1.9043367286827602, -0.32803187615841345] Predicted: 4.075695431759699 Movie Vector: [2.030447658694639, 0.260838770957052] User Vector: [1.6652540200236783, -0.36546785041321594] Predicted: 3.285882941162814 Movie Vector: [1.6152419131386515, -0.6992895072974756] User Vector: [2.100129541907573, -0.561219506543471] Predicted: 3.7846721713263043 Movie Vector: [1.8084582452975222, -0.17647328631914408] User Vector: [0.8890274764814827, -0.2019859361440937] Predicted: 1.6434141920805834 Movie Vector: [1.9181565819199624, -0.43124607179623414] User Vector: [1.917900687421608, 0.020101671252913265] Predicted: 3.6701650602822196 Movie Vector: [1.6922914585188251, -0.18955512575643302] User Vector: [1.9354412191329866, -0.3776499214151841] Predicted: 3.346916121949777 Movie Vector: [2.179630133511677, -0.34446867496586553] User Vector: [1.7335151487280505, -0.30404823444423335] Predicted: 3.8831569475113503 Movie Vector: [1.5516883722783799, -0.5206353394606653] User Vector: [1.967790238070941, -0.32494815777199487] Predicted: 3.222576725926324 Movie Vector: [1.5518470061676064, -0.03338839297694089] User Vector: [1.7826461488770433, -0.3668142395484021] Predicted: 2.7786414271706326 Movie Vector: [1.9339491811031948, -0.3199373972322915] User Vector: [1.9449974854163503, -0.73202047805383] Predicted: 3.9957270206380042 Movie Vector: [1.8756912348528463, -0.8698800096352557] User Vector: [1.6245594040185134, 0.08671410793266902] Predicted: 2.9717409655713065 Movie Vector: [1.4932077417059526, -0.4401701251143486] User Vector: [1.9805628356281952, 0.22244456226382767] Predicted: 2.8594783082924398 Movie Vector: [2.294114231929663, -0.4282721943454568] User Vector: [1.813372516760632, -0.31666889027455314] Predicted: 4.2957041790095 Movie Vector: [1.721571271508068, -0.7125290239142495] User Vector: [1.92031618597309, 0.42237442861641744] Predicted: 3.0050071386348214 Movie Vector: [0.9725854383515026, -1.5827053960634216] User Vector: [1.9102620589938095, -0.9955523493036543] Predicted: 3.4335591373192482 Movie Vector: [1.3559627556623552, -0.798953614549834] User Vector: [2.1403547046597065, 0.06784060877219919] Predicted: 2.8480397638334525 Movie Vector: [1.257322579094184, -1.7174192403208046] User Vector: [1.9665506733512836, -0.08213159972814914] Predicted: 2.61364295414889 Movie Vector: [1.6989259606756428, -0.5841395567545404] User Vector: [1.1408709124821568, -0.21101214038630825] Predicted: 2.0615157491507303 Movie Vector: [1.5590367170525015, -0.5271134232957025] User Vector: [1.9902777841505872, -0.6385659287356017] Predicted: 3.4395128153204815 Movie Vector: [2.099398318370609, 0.7316546214115535] User Vector: [1.6760738507293862, -0.34920301564250855] Predicted: 3.263250623480532 Movie Vector: [2.1256333333220927, -0.4224157484447318] User Vector: [1.8499299542822176, -0.38729878226848463] Predicted: 4.095873880116972 Movie Vector: [1.9113945005681943, -0.4410980995309403] User Vector: [1.9543406541889172, -0.18596605226830656] Predicted: 3.817545250886365 Movie Vector: [1.9891918913245563, -0.3330980405425266] User Vector: [1.0949598966504988, -1.0578421666877822] Predicted: 2.5304505006697076 Movie Vector: [2.013259633906214, 0.30932433482988314] User Vector: [1.5105580598357602, -0.5351232947526825] Predicted: 2.8756189093376743 Movie Vector: [1.9112248004487289, -0.2770599206089691] User Vector: [1.9392231314552122, -0.7157927249736186] Predicted: 3.904608817994715 Movie Vector: [1.9449235060974281, -1.0188321382918673] User Vector: [1.562784363241505, -0.15668795765032034] Predicted: 3.1991347699673662 Movie Vector: [1.8972497726747968, -0.282647964985639] User Vector: [1.6748998141047275, 0.12814711171900095] Predicted: 3.141482771217091 Movie Vector: [1.6011097808455488, -0.5305421340992048] User Vector: [1.7431666651734201, -0.44525672187822124] Predicted: 3.027228648700368 Movie Vector: [2.285140291808233, -0.19665153487147424] User Vector: [2.426054344641705, -0.8733515404574554] Predicted: 5.715620453970502 Movie Vector: [1.601178129949714, -0.3170337559087032] User Vector: [1.9535293532384252, -0.2995749512174931] Predicted: 3.2229238485808245 Movie Vector: [1.750158522290602, -0.4330068729617714] User Vector: [1.7472613168546838, -0.5539640792756093] Predicted: 3.297854538062203 Movie Vector: [1.7315902326452106, -0.2811701344610705] User Vector: [2.0480755990646595, -0.45173309518322763] Predicted: 3.6734415581725366 Movie Vector: [2.204841822809715, 0.3815140881455864] User Vector: [2.0578392805357932, -0.6935662700180307] Predicted: 4.272604807271506 Movie Vector: [2.176932469343552, -0.2548933281752189] User Vector: [1.4396590979957449, -0.6160407203625192] Predicted: 3.291065304717449 Movie Vector: [1.3134853904094788, -1.0911848989542727] User Vector: [2.059956834530678, -0.838414163324769] Predicted: 3.620588081119571 Movie Vector: [2.0694589153644265, 0.2522770981157982] User Vector: [2.0168431053414926, 0.22224592813521754] Predicted: 4.229841503058232 Movie Vector: [2.1514887179136455, 0.2004329973730286] User Vector: [1.9335395174946408, -0.4690449644135962] Predicted: 4.065976369409771 Movie Vector: [1.645607770813965, -0.20527473571964638] User Vector: [1.841700441998759, -0.6470241801420807] Predicted: 3.1635342764475585 Movie Vector: [1.578881102845419, -0.7008377045841885] User Vector: [1.6640779839510866, -0.47007999812165135] Predicted: 2.956831069375991 Movie Vector: [1.2850225898154937, -1.5173452706493251] User Vector: [1.6028099762149288, -0.23628857381083077] Predicted: 2.418178376598156 Movie Vector: [1.6509774673002358, -0.32467051551649456] User Vector: [1.7920258327637213, -0.6282435899689262] Predicted: 3.1625664409379888 Movie Vector: [1.627242028095938, -0.3693495018985804] User Vector: [1.8117157754077584, -0.16686706604331153] Predicted: 3.0097323204343005 Movie Vector: [2.027110276353569, 0.32235386904608093] User Vector: [1.9870161449401071, 0.24786228830546198] Predicted: 4.107800214314425 Movie Vector: [1.736516785331099, -0.20156578709873113] User Vector: [1.3214870647856949, -0.027023772845121256] Predicted: 2.3002315376421887 Movie Vector: [1.7828734174916105, -0.2961549564802113] User Vector: [2.3647483699827787, 0.20398565298100896] Predicted: 4.155635645717734 Movie Vector: [1.9127954945696877, -0.46114906793878396] User Vector: [1.536304326915649, -0.37593811614759565] Predicted: 3.111999506676296 Movie Vector: [1.7896933622600617, -0.17220992824841652] User Vector: [2.266486244539589, -0.45573431780600604] Predicted: 4.13479736167595 Movie Vector: [1.7786066679804673, -0.31027065137292187] User Vector: [2.118663859086313, -0.3673481141303201] Predicted: 3.8822470056319744 Movie Vector: [1.8554194862036064, 0.5578811697385623] User Vector: [1.5128028384917462, -0.24704252789131062] Predicted: 2.669063490886537 Movie Vector: [1.8444277586610918, -0.10457695199683383] User Vector: [2.1028071211712267, -0.12333121210885045] Predicted: 3.891373427646847 Movie Vector: [1.559215444678688, -0.6809229221920409] User Vector: [1.9132764612403224, -0.21156485389434898] Predicted: 3.1272695668529678 Movie Vector: [1.261296948266987, -0.38166399450609206] User Vector: [1.9384615657582005, 0.23485524077060832] Predicted: 2.355339867900463 Movie Vector: [2.0468519748230456, -0.11089039830810683] User Vector: [1.3613503781120317, -0.03165089778561206] Predicted: 2.7899924905269673 Movie Vector: [1.4395956737279307, -0.12483452695138988] User Vector: [2.3846064254439074, -0.7087962093527995] Predicted: 3.5213513331123694 Movie Vector: [1.8357702643847131, 0.3317598428776029] User Vector: [2.0439072157786673, 0.7172545885226991] Predicted: 3.9901003594793574 Movie Vector: [1.720678629291825, -0.9035701501450155] User Vector: [1.7128205256831446, -0.35935728222308916] Predicted: 3.2719181878093977 Movie Vector: [2.123871829873752, -0.2917349906220556] User Vector: [1.624406137011633, -0.6137813569951046] Predicted: 3.6290919331000087 Movie Vector: [1.7935521051330012, -0.2756108344628162] User Vector: [1.9580940655032326, -0.7026385647335656] Predicted: 3.7055985343837334 Movie Vector: [1.7788127051197318, -0.7069457005917491] User Vector: [1.4238365056385898, -0.33431220628786884] Predicted: 2.7690790431337566 Movie Vector: [1.9758052322898045, -0.4229943841456293] User Vector: [2.1698861823477755, -0.12713451843392165] Predicted: 4.341049659884692 Movie Vector: [1.9161199177056114, -0.01924230746218481] User Vector: [1.8019302263644534, -0.34838227453348025] Predicted: 3.459418075893659 Movie Vector: [0.6255620101811694, -2.3897851269644734] User Vector: [1.7193292000713294, -1.0314618881872] Predicted: 3.540519309980266 Movie Vector: [1.425697297326439, -0.6661588523312166] User Vector: [1.699084540544929, -0.38627362725854714] Predicted: 2.6796998336044098 Movie Vector: [1.398100007866452, -0.609019835536746] User Vector: [2.0174145056444868, -0.8999941325031209] Predicted: 3.3686615147725387 Movie Vector: [2.0538359737786225, -0.8417783893614834] User Vector: [1.74988021277385, 0.057876569483931536] Predicted: 3.5452476853563715 Movie Vector: [1.3003817316697168, 0.333435100207224] User Vector: [1.8494073756236702, -0.7964447377641727] Predicted: 2.139372934730342 Movie Vector: [2.229858261508457, -0.18493770920579] User Vector: [1.7619125707110386, -0.4445797906718297] Predicted: 4.01103486990165 Movie Vector: [1.8452364106947927, -0.48276362803067946] User Vector: [1.6681258019994305, -0.3546931859527165] Predicted: 3.2493194367570957 Movie Vector: [1.599717911808295, -0.32949178146774744] User Vector: [1.8905688734091672, -0.8531077948786346] Predicted: 3.3054688974184567 Movie Vector: [1.785749033896269, -0.49525522576699554] User Vector: [1.7755189590592686, -0.7108629956908254] Predicted: 3.5226898792248607 Movie Vector: [2.0591280875967493, -0.4084923019789515] User Vector: [1.8885172786434257, 0.22798351449224258] Predicted: 3.7955694617182663 Movie Vector: [2.1483960104727617, -0.0027003956269350295] User Vector: [1.7460723950994586, -0.3270354208284986] Predicted: 3.7521380926485546 Movie Vector: [2.086370503713106, -0.645571082693804] User Vector: [1.6604533241607218, -0.3897787953449365] Predicted: 3.715950757243224 Movie Vector: [1.9453194386223025, -0.3857640219830196] User Vector: [1.8554882111578106, -1.0478455111216345] Predicted: 4.013738384086947 Movie Vector: [1.660850792208781, -0.3770669126526814] User Vector: [1.4989279849515191, -0.533688006063939] Predicted: 2.690731820036937 Movie Vector: [2.0790890128089843, -0.1469982292337397] User Vector: [2.1462382238404127, 0.2837145225587221] Predicted: 4.420514777633244 Movie Vector: [2.2332837773680674, -0.23153462719217793] User Vector: [2.259932867409276, 0.020351439801177176] Predicted: 5.042359347698846 Movie Vector: [1.7668527160662628, -0.20218614224489773] User Vector: [2.1154383581433605, -0.4885367675173937] Predicted: 3.836443373125486 Movie Vector: [1.8272575251049326, -0.7117330465452496] User Vector: [1.861155842046478, -0.2624051532013157] Predicted: 3.5875734368895795 Movie Vector: [2.138986862067624, -0.6454595671107302] User Vector: [1.694409998849402, -0.27407161970969235] Predicted: 3.8012228755100432 Movie Vector: [2.054252018168103, 0.25060137481709294] User Vector: [1.9368621263054646, 0.26319717614073396] Predicted: 4.0447605060652085 Movie Vector: [2.078356431945092, -0.7410459195924676] User Vector: [2.0586490960911985, 0.01272988929247206] Predicted: 4.269173157462042 Movie Vector: [2.0799409487181504, -0.8409149780348482] User Vector: [2.05777353277283, -0.20616162358231652] Predicted: 4.453411831168973 Movie Vector: [1.257954779003508, -0.873986729214579] User Vector: [2.082964317822953, -0.1085256697718212] Predicted: 2.715124913258861 Movie Vector: [2.1560062805531977, -0.23223053650306663] User Vector: [1.8965593169027675, -0.04059350532956937] Predicted: 4.098420850205275 Movie Vector: [1.9558904181874668, -1.2107463551799187] User Vector: [2.237554040512564, -0.15895523937182615] Predicted: 4.5688649847213645 Movie Vector: [2.0124601115114142, -0.2797538881195783] User Vector: [1.9052639257336481, -0.3023879100906362] Predicted: 3.9188618460088214 Movie Vector: [2.0489103006505545, -0.44806813350540037] User Vector: [2.008766645857961, -0.43485967886014426] Predicted: 4.310629436945263 Movie Vector: [2.162232477806496, -0.10215903866121427] User Vector:
avg loss: 0.9811925145006287: 85%|██████████████████████████████████████▏ | 59404/70000 [01:23<00:14, 710.50it/s]
[1.659459174361017, -0.35501635879880233] Predicted: 3.6244046523212345 Movie Vector: [1.9382201219071284, -0.20845603863577708] User Vector: [1.9482237648604162, -0.6336092418380381] Predicted: 3.908166175626696 Movie Vector: [2.0721232003955103, -0.28523439487783936] User Vector: [2.055413863974576, -0.4928186210855723] Predicted: 4.399639575126175 Movie Vector: [1.5850232311267423, 0.19291393136091553] User Vector: [2.2070209163747507, -0.383341278542153] Predicted: 3.4242275509401248 Movie Vector: [1.7225355004802871, -0.28948376008858834] User Vector: [2.1255344156270284, -0.3685466545898601] Predicted: 3.767996759748921 Movie Vector: [1.9994883106612795, -0.16596941312805427] User Vector: [1.8413897995739794, -0.40597132881977777] Predicted: 3.749216202810123 Movie Vector: [1.6069276470397047, -0.41144110276960283] User Vector: [2.1626840200529656, -0.34982990437713735] Predicted: 3.6192111452727955 Movie Vector: [2.251769545822162, -0.31050252363284675] User Vector: [1.1920032759359112, -0.1083794136478815] Predicted: 2.7177687567202513 Movie Vector: [1.965268266270119, -0.45801669115847576] User Vector: [1.7805196452527179, 0.0453187934724615] Predicted: 3.4784419924521455 Movie Vector: [1.6522749162850756, 1.2603810843786594] User Vector: [1.3988969573452372, 0.3405124147316491] Predicted: 2.740537759612921 Movie Vector: [1.469140191269757, -0.3987043030270825] User Vector: [1.7839896044293153, -0.265505616311862] Predicted: 2.726789060375939 Movie Vector: [2.3181349367194444, -0.6491071569867175] User Vector: [2.0328098240319545, -0.6746410806792893] Predicted: 5.15024182666116 Movie Vector: [2.125408171767406, -0.0006828408416322714] User Vector: [2.072823504638675, -0.32470670176637323] Predicted: 4.4058177383881105 Movie Vector: [1.611949972671529, -0.23510105159671577] User Vector: [1.580198279851536, 0.5640185285904569] Predicted: 2.414599224830632 Movie Vector: [2.1625935169594492, -0.005359556565290445] User Vector: [2.001937716574911, 0.018282008348739612] Predicted: 4.329279543763634 Movie Vector: [1.4173154754197577, -0.2558468117311994] User Vector: [1.4818154235173082, 0.09198762519717435] Predicted: 2.0766651908413416 Movie Vector: [1.2437785351970712, -0.22530304356002714] User Vector: [2.178282205053019, 0.42565953500356085] Predicted: 2.6133982614900417 Movie Vector: [1.8332109702369472, 0.1880333749517268] User Vector: [1.6696115289060163, 0.003710542227092304] Predicted: 3.061447876602452 Movie Vector: [1.9969455052418976, -0.014274172023251281] User Vector: [1.815884416316313, -0.23241088046891234] Predicted: 3.6295396960895565 Movie Vector: [1.6890096548871125, -0.64891572206832] User Vector: [1.4977064977606922, 0.1950491838285185] Predicted: 2.403070252942053 Movie Vector: [1.863835132526987, -0.5327633975575972] User Vector: [2.1270362539368377, -0.11509933568157636] Predicted: 4.025765611380411 Movie Vector: [1.812020046957683, -0.2668891537045074] User Vector: [1.6422941003025133, 0.1356381092222] Predicted: 2.9396694925680937 Movie Vector: [2.178917261887359, -0.16923490819728051] User Vector: [1.7635412391063092, -0.3270573780420355] Predicted: 3.897959973287147 Movie Vector: [1.970743711107193, -0.4024650313451582] User Vector: [2.04456504812626, -0.3296993488096681] Predicted: 4.162006169297563 Movie Vector: [2.1198890287437857, -0.14160481255112303] User Vector: [1.6876242322079968, -0.036927754727278425] Predicted: 3.5828052422859775 Movie Vector: [2.0721494423839877, -0.5354899959685364] User Vector: [1.9299025949939144, -0.5481621035452603] Predicted: 4.292581908689606 Movie Vector: [2.2223150718551383, 0.09760572365543312] User Vector: [1.9211233011543138, -0.27589072038833234] Predicted: 4.2424127536340075 Movie Vector: [1.7544466262359004, -0.41203002328600513] User Vector: [1.8099428732643132, -0.26975897400094495] Predicted: 3.2865969640175043 Movie Vector: [1.5057205963037263, -0.5925242767706161] User Vector: [1.8895875139897593, -0.6440018573773866] Predicted: 3.2267775731142057 Movie Vector: [1.2064364268827252, -0.8723592737321811] User Vector: [2.026836126859221, -0.19365370693673542] Predicted: 2.614184541903736 Movie Vector: [1.8367914844634545, -0.12756017557234792] User Vector: [1.9395408464152433, -0.40691115153723173] Predicted: 3.6144377683969955 Movie Vector: [1.6721420142669932, -0.1305918524508901] User Vector: [1.5864263044071805, -0.3214012880312957] Predicted: 2.6947024657216736 Movie Vector: [2.051407991023834, 0.250214904400292] User Vector: [1.7731938996621004, -0.39686994959117095] Predicted: 3.5382413589052435 Movie Vector: [2.223702155041116, -0.3079505781668518] User Vector: [1.9204319816263604, 0.3724267354282816] Predicted: 4.155779707652486 Movie Vector: [2.0768253875276983, -0.5757230488786417] User Vector: [1.867877586993419, -0.2209944399676374] Predicted: 4.006487186225305 Movie Vector: [1.6273300111801585, 0.20322387984735396] User Vector: [1.8239077661667036, -0.8376594061511329] Predicted: 2.7978674509989756 Movie Vector: [2.02167056717244, -0.16207486396952447] User Vector: [2.1850555258174658, -0.362998294787122] Predicted: 4.476295343431462 Movie Vector: [2.1125067890113756, 0.0003527222243435669] User Vector: [1.5103867513396492, -0.055870019273801835] Predicted: 3.1906825596403725 Movie Vector: [1.760812122669334, -1.1275316187215954] User Vector: [1.6969648592086408, -0.19018912856965972] Predicted: 3.2024805518378323 Movie Vector: [2.1923090962484006, -0.3311625174208691] User Vector: [1.9563758708572596, -0.6511342467171927] Predicted: 4.504611873683063 Movie Vector: [1.616171334852685, -0.12146171565966939] User Vector: [1.4828121130286782, -0.6598478563690386] Predicted: 2.476624684758228 Movie Vector: [1.7378636299631844, 0.1366212337774291] User Vector: [1.98289421544254, -0.2704941928683993] Predicted: 3.4090444887226625 Movie Vector: [1.8800066527351529, -0.5432871333987853] User Vector: [2.0918226843855354, -0.45834431726766683] Predicted: 4.181653133225087 Movie Vector: [2.1138708142916074, 0.0206099934486295] User Vector: [1.7430323273445456, -0.21968831604625383] Predicted: 3.6800173903859563 Movie Vector: [1.7648592392077138, -0.21927916544914847] User Vector: [1.892253025425604, -0.4238166603948368] Predicted: 3.432494398435951 Movie Vector: [1.5526098824141426, -0.4974947806202716] User Vector: [1.4425987269816847, -0.036052614118230956] Predicted: 2.257729027221362 Movie Vector: [1.511868159532914, -0.6168121477597028] User Vector: [2.1017835648408347, 0.026533910277956554] Predicted: 3.1612532117254304 Movie Vector: [1.8265798596163807, -0.35852481570477057] User Vector: [1.9617206170822101, -0.7860821472173842] Predicted: 3.865069326316506 Movie Vector: [2.0627282503828073, -0.45070509597416] User Vector: [1.8401531957329826, -0.23258435377165323] Predicted: 3.9005629353593676 Movie Vector: [1.4245849838615938, -0.2196577056959781] User Vector: [1.6815852711966497, -0.3791289316520502] Predicted: 2.4788397177192296 Movie Vector: [2.040945513783756, -0.44498825773965406] User Vector: [1.6663093376977425, -0.1580666040096827] Predicted: 3.471184350075282 Movie Vector: [1.5935497518907538, -0.47927837207469465] User Vector: [1.2130610744591317, 0.12116496963856753] Predicted: 1.875001424831828 Movie Vector: [1.5080108078465164, -0.6563235686341261] User Vector: [1.3773052635798377, -0.38499749245429765] Predicted: 2.329674151345085 Movie Vector: [2.2414295349688422, -0.6236504642261891] User Vector: [1.8148750116899286, -0.1375669659218659] Predicted: 4.153708155638088 Movie Vector: [1.9575493549711318, -0.47210046713416953] User Vector: [1.8044664895953717, -0.1640465945614438] Predicted: 3.60977868669867 Movie Vector: [1.6584285913934607, 0.9962839519087768] User Vector: [1.7482608254150003, -1.1410639542996148] Predicted: 1.7625420323110914 Movie Vector: [2.0094579535064137, -0.031209131216867064] User Vector: [2.0947203168613866, -0.11669336174274361] Predicted: 4.212894299527355 Movie Vector: [1.5461704888405519, 0.247825657841365] User Vector: [1.8181625731627584, 0.14889290314078932] Predicted: 2.848088796207435 Movie Vector: [1.9440893575925602, -0.21036485529220547] User Vector: [1.987887842818904, -0.4302937755580003] Predicted: 3.955150287140259 Movie Vector: [1.7435547771294129, -0.053515505817612115] User Vector: [2.008711779799032, -0.7425608716228373] Predicted: 3.5420375401899906 Movie Vector: [1.963753397331195, 0.40777613759367454] User Vector: [2.1702848865231217, -0.5782476344786126] Predicted: 4.026108732125959 Movie Vector: [1.8268662673105214, -0.6347128866763665] User Vector: [1.6740995633378317, -0.1759453911735049] Predicted: 3.1700308275102964 Movie Vector: [1.8406694143971536, -0.21273489256402428] User Vector: [2.022856500083002, -0.3411508734643828] Predicted: 3.7959847838318237 Movie Vector: [1.3435864421382306, -1.3072122559279773] User Vector: [1.8042686119524596, -0.39307969616570865] Predicted: 2.938029441379149 Movie Vector: [1.9350367775679407, -0.0549297725530523] User Vector: [2.0276297088625177, -0.11568516246303466] Predicted: 3.9298926176002054 Movie Vector: [2.2281864122814725, -0.17614879612220252] User Vector: [1.9716975763818096, -0.3817110294017398] Predicted: 4.460547687117942 Movie Vector: [0.6816620100169487, -0.6998801819927603] User Vector: [2.0596657752094494, -0.17190499090306072] Predicted: 1.524308808611088 Movie Vector: [2.1957564789736743, -0.20239930766517691] User Vector: [2.1225341207207435, -0.8915727302074703] Predicted: 4.8410217507424065 Movie Vector: [2.120389515404274, 0.013486443212830233] User Vector: [1.7708349970301325, -0.32762387887905314] Predicted: 3.7504414803759816 Movie Vector: [1.8787912212549127, -0.4650111750019768] User Vector: [1.6245352913367683, -0.2050905329250049] Predicted: 3.1475320336795507 Movie Vector: [1.9058624771033104, -0.4321742403274402] User Vector: [2.0935855983303733, -0.8230176037604189] Predicted: 4.345773242143011 Movie Vector: [1.7962894463100045, -0.6977177824919465] User Vector: [1.4971723002300479, -0.055872225671723535] Predicted: 2.728337847609473 Movie Vector: [1.8255616697417014, -0.2387366426169969] User Vector: [1.8035728362660697, -0.13442227328714812] Predicted: 3.3246249606921805 Movie Vector: [1.1652517667830717, -0.36887255175322375] User Vector: [1.8330967887073044, -0.24026598146839667] Predicted: 2.224646797409302 Movie Vector: [2.0273603742499158, -0.06732680019240674] User Vector: [2.4127219254687944, -0.7983428662523627] Predicted: 4.945206696420598 Movie Vector: [1.7871086747009097, -0.7062426004867808] User Vector: [1.9882478984944776, -0.4405673548744971] Predicted: 3.864362501251482 Movie Vector: [1.495863800016184, -1.2680511578945548] User Vector: [1.874538248701053, -0.8498059883200353] Predicted: 3.881651375452587 Movie Vector: [2.0706417430530824, 0.32680713523681715] User Vector: [1.95406286348497, -0.6342372382945399] Predicted: 3.838890878774266 Movie Vector: [1.7002080151439374, -0.3419296283864049] User Vector: [1.9887361921168063, -0.2521234974889672] Predicted: 3.4674737076477107 Movie Vector: [1.053951133449601, -0.6115031625819333] User Vector: [1.8453521889745383, -0.28215857199875144] Predicted: 2.1174518903102557 Movie Vector: [1.2308430494423148, 0.9324493295822778] User Vector: [1.9355658701675802, -0.23975851372964943] Predicted: 2.158815132644677 Movie Vector: [2.01000057463915, 0.17191100371251727] User Vector: [1.8094311864751795, -0.522689573518647] Predicted: 3.547101635371451 Movie Vector: [1.7436010572210152, 0.46970327699130715] User Vector: [2.0397610773143393, -0.6053510858872797] Predicted: 3.2721941821120573 Movie Vector: [1.9209036883152417, -0.10906232253150469] User Vector: [2.4473387417095607, 0.1733266172072934] Predicted: 4.682198612077521 Movie Vector: [1.8552968731993227, -0.5270528592535564] User Vector: [1.2849436962490084, -0.2476011858142695] Predicted: 2.5144509348259474 Movie Vector: [2.270060076129851, 0.09074910824903014] User Vector: [1.9188057197812731, -0.5213618631053538] Predicted: 4.308491134173206 Movie Vector: [1.7579121806613134, 0.4536752267417297] User Vector: [1.5265538910618481, -0.15243705063309085] Predicted: 2.6143907660237384 Movie Vector: [2.2000141171162864, -0.20212873419517424] User Vector: [2.0581495379179406, 0.11627712727445205] Predicted: 4.5044550900039955 Movie Vector: [2.2991504719151368, -0.3567914213652913] User Vector: [1.3866828421852142, -0.5541559215715676] Predicted: 3.3859105899222706 Movie Vector: [1.6610714986231092, -0.32130887876051434] User Vector: [1.7727091086994118, -0.4299581321280839] Predicted: 3.082745941158208 Movie Vector: [1.2207588859230107, 0.9336984547579484] User Vector: [2.0611775812245865, -0.6211291996658501] Predicted: 1.9362534738121666 Movie Vector: [1.8408029904119572, -0.4881549706482813] User Vector: [1.9380335414157979, -0.37904972638005635] Predicted: 3.752572946612172 Movie Vector: [1.8072452103283423, 0.1183217439405002] User Vector: [1.7875282745344925, -0.21971631240543932] Predicted: 3.2045046952229606 Movie Vector: [1.633943416522716, -0.4158111004055428] User Vector: [1.7051319209537277, -0.3491025209467065] Predicted: 2.9312497799342747 Movie Vector: [2.2322782163864434, -0.6229567971012047] User Vector: [1.8613605218285794, -0.2857780123938251] Predicted: 4.333101901002447 Movie Vector: [1.4931373886081023, -0.8009181142017062] User Vector: [2.2829306879807816, -0.7538902977241825] Predicted: 4.012533561393138 Movie Vector: [1.904528617122789, -0.32065481889393976] User Vector: [1.5664510366430264, 0.002519558096410482] Predicted: 2.982542918163205 Movie Vector: [2.2246796859056723, 0.08120737596319778] User Vector: [1.7754038702892894, -0.2205101065437961] Predicted: 3.9317978773851046 Movie Vector: [1.8655210490482343, -0.24171485924208647] User Vector: [2.034590365542808, 0.3392658496462451] Predicted: 3.713565556017961 Movie Vector: [1.8387338744815662, -0.894689603860667] User Vector: [1.9905037872477602, -0.24529578013300785] Predicted: 3.8794703252521994 Movie Vector: [2.461311142766692, 2.386345470717205] User Vector: [1.7083580831323368, -0.2782805863952495] Predicted: 3.540727168916336 Movie Vector: [1.5454275339553862, -0.16754156932764142] User Vector: [2.1835666255261246, 0.028268673393999303] Predicted: 3.3698078074108815 Movie Vector: [2.1147261775002737, -0.2783394806220046] User Vector: [1.7454412926433127, -0.24232684307586508] Predicted: 3.7585795204852355 Movie Vector: [1.8908389381969852, -0.17702360013822427] User Vector: [1.1332685365700288, -0.7013896524920322] Predicted: 2.2669907977639623 Movie Vector: [2.1353125356901903, -0.047713387643161596] User Vector: [1.9692210535914, -0.10359076248873288] Predicted: 4.209845067485636 Movie Vector: [1.944421077704661, -0.27903887359719426] User Vector: [2.2462688102884503, -0.11988875998744736] Predicted: 4.401146045459297 Movie Vector: [2.226647288674909, -0.04489189035905425] User Vector: [1.8314923140544186, -0.06682617452120869] Predicted: 4.0810873486179275 Movie Vector: [1.069895213313164, -0.6500917850445892] User Vector: [1.7621854186842358, -0.2865348276784015] Predicted: 2.0716276820234136 Movie Vector: [1.3041658389164201, -1.16325567367851] User Vector: [1.6502486430057945, -0.6173310830839455] Predicted: 2.870311790861835 Movie Vector: [1.5295360785117278, -0.32163910836359033] User Vector: [1.788194132442966, -0.3275134685076246] Predicted: 2.8404485809423545 Movie Vector: [1.3266872832083125, -1.3064438122887254] User Vector: [2.0719672264217297, -0.81811541193442] Predicted: 3.817674388177872 Movie Vector: [0.8210725970292956, 0.5722080314331784] User Vector: [1.627173346834247, 0.12561420941641474] Predicted: 1.4079049051922476 Movie Vector: [1.86225911237282, -0.23909608305501776] User Vector: [1.532945962986719, -0.24098596227959654] Predicted: 2.9123613879994408 Movie Vector: [2.128440021206012, -0.048410296282403766] User Vector: [1.9110134220562458, -0.24409818648205966] Predicted: 4.079294314095963 Movie Vector: [2.014102765011833, -0.19784152144730724] User Vector: [2.108208064235395, 0.05522673089110609] Predicted: 4.235221550932695 Movie Vector: [1.3653230992887078, -1.1861336066155157] User Vector: [1.8548477341300664, -1.4076006247928252] Predicted: 4.202068862830867 Movie Vector: [1.9588023409386102, 0.049807492664328656] User Vector: [1.5008555942276616, -0.12199265076300345] Predicted: 2.933803303325972 Movie Vector: [1.5069426275244633, 0.24871589103995767] User Vector: [2.1088979950137334, 0.181626122320241] Predicted: 3.2231615886360787 Movie Vector: [1.4957366078617111, -0.864821884154024] User Vector: [2.0131540863993598, -0.08114826803037468] Predicted: 3.0813270623477846 Movie Vector: [1.770799893519584, -0.29719643121066375] User Vector: [2.00274226805332, -0.945723724487843] Predicted: 3.827521510845033 Movie Vector: [1.7587906750584312, 0.323123771191014] User Vector: [1.64696602262909, -0.4302485886720521] Predicted: 2.757644936216792 Movie Vector: [2.206826091836322, -0.2070491104014172] User Vector: [1.6384280768891828, -0.6126142076636827] Predicted: 3.742567056392291 Movie Vector: [2.220662760660453, -0.21222269112062342] User Vector: [1.8645234009634035, -0.9211210263382159] Predicted: 4.3359604659566955 Movie Vector: [1.9309619085079048, -0.22169833586693866] User Vector: [1.8384232770528743, -0.1609149793968612] Predicted: 3.5855999028517216 Movie Vector: [2.1350753247542897, -0.4936233902014773] User Vector: [1.7344772858371242, 0.08808680645337173] Predicted: 3.659757946304102 Movie Vector: [2.006216460338985, -0.0589908854522389] User Vector: [1.97345741881624, -0.23739011881038194] Predicted: 3.973186610713463 Movie Vector: [1.7754569000683995, -0.24000437311158196] User Vector: [2.258410011348307, -0.42570039066516263] Predicted: 4.111879593226853 Movie Vector: [1.9323442444424834, -0.3320699557429745] User Vector: [2.016584953394176, -0.2678456132523324] Predicted: 3.9856798090592016 Movie Vector: [2.073802230576531, -0.0832407158339301] User Vector: [1.4574566391029247, -1.2788963811562937] Predicted: 3.128933079385092 Movie Vector: [1.9256550141815807, 0.14010837515035846] User Vector: [1.6487875103949212, -0.22620738950311117] Predicted: 3.1433023869216603 Movie Vector: [1.9462839040326771, -0.0844693774998447] User Vector: [1.9055572474338036, -0.30406722911075623] Predicted: 3.734439768454314 Movie Vector: [1.937323256129588, 0.09844166303710997] User Vector: [1.9234067104092953, -0.15691142199150546] Predicted: 3.7108139297412737 Movie Vector: [1.4386899898464076, -1.3718157243687161] User Vector: [1.8362228857876812, -0.20238014665935514] Predicted: 2.9193837523969703 Movie Vector: [1.841916306371807, -0.4889358647579394] User Vector: [1.8681087149593587, -0.39724709298917005] Predicted: 3.635128255092162
avg loss: 0.981586611500445: 85%|███████████████████████████████████████ | 59476/70000 [01:24<00:15, 674.58it/s]
Movie Vector: [1.9295577463779778, -0.7253630106068714] User Vector: [2.028247963580782, -0.4890791478927349] Predicted: 4.268381492843175 Movie Vector: [1.8650156015747434, -0.15693473404292133] User Vector: [1.5105606875147017, -0.6619332723094777] Predicted: 2.921099571384438 Movie Vector: [1.61632700779651, -0.5575559755428556] User Vector: [1.9142480282968086, -0.11828562530053713] Predicted: 3.1600016449644874 Movie Vector: [1.2978731164983661, -1.02630430801533] User Vector: [2.49822230876354, -0.28399851113128655] Predicted: 3.533844469024658 Movie Vector: [2.1236482424013015, -0.041951927479610115] User Vector: [1.9240311478122658, -0.13379189821463072] Predicted: 4.091578193388137 Movie Vector: [1.612915457821459, -0.6335432622426644] User Vector: [2.123430509364433, -0.4639689867133633] Predicted: 3.7188583175853958 Movie Vector: [0.9494516566996041, -0.9129189591230811] User Vector: [2.233334392380432, -0.7272868707075624] Predicted: 2.7843970118000354 Movie Vector: [2.1348869293387933, 0.010804262775404845] User Vector: [1.7624185506009196, -0.36368100406383747] Predicted: 3.758635022567795 Movie Vector: [1.8251831666571936, -0.2021774304142819] User Vector: [2.017544412330236, -0.36197477327218663] Predicted: 3.7555712289033902 Movie Vector: [2.005352483693677, -0.4196663429025096] User Vector: [1.4199652348831815, 0.2249172947589055] Predicted: 2.7531405919846677 Movie Vector: [2.2758987739348484, -0.42366469209919955] User Vector: [2.2652169501035684, -0.17607929021308857] Predicted: 5.230003057710322 Movie Vector: [1.854022979124281, -0.18514502288089785] User Vector: [1.66317076486628, -0.42451553108470247] Predicted: 3.162153753985763 Movie Vector: [0.9417775048861716, -0.20940304600030132] User Vector: [1.5256373420980092, 0.12181340111111832] Predicted: 1.4113028321659091 Movie Vector: [1.4475038942664162, -0.20735713938491063] User Vector: [1.6850323190721623, 0.058965571850867066] Predicted: 2.4268639115205346 Movie Vector: [1.784237649692899, -0.20539629844443577] User Vector: [1.978294643443497, -0.7460007607366428] Predicted: 3.6829735799097163 Movie Vector: [1.890307843375979, -0.28853979091063175] User Vector: [1.3937295850986646, 0.248537726545892] Predicted: 2.5628649426061996 Movie Vector: [0.5348865141145107, -0.771733194286646] User Vector: [2.1266807040425095, -0.035808462228485965] Predicted: 1.1651674073579734 Movie Vector: [2.041717392411687, -1.0680977389549988] User Vector: [1.6579435797369675, -0.3555215386416802] Predicted: 3.76478399395924 Movie Vector: [1.8422461483579653, -0.6591297763014318] User Vector: [1.9024950742892361, -0.33690223663618557] Predicted: 3.7269265187488076 Movie Vector: [1.9550411835202526, 0.14751878336538057] User Vector: [1.9408405068188601, -0.6593910095689427] Predicted: 3.697150561981511 Movie Vector: [1.64264174859348, 0.1843415795009948] User Vector: [1.7258119350751862, -0.31394858580710266] Predicted: 2.777016956585616 Movie Vector: [1.9318146988394773, -0.5364419446006988] User Vector: [1.6438224736713487, -1.4633583490681352] Predicted: 3.96056721534276 Movie Vector: [1.9568131178854156, -0.32057072189114066] User Vector: [2.240414031466492, 0.42999737950502553] Predicted: 4.2462269959089545 Movie Vector: [2.2120994954810453, -0.23343114235748558] User Vector: [1.7507931725303596, -0.5464494113789949] Predicted: 4.0004870039848415 Movie Vector: [1.351726817654172, -0.8408233797965684] User Vector: [2.1419343207994594, -0.3329629897735753] Predicted: 3.1752731294870915 Movie Vector: [1.635186720912651, 0.19964066814284226] User Vector: [2.1476524295582857, -0.6877929475457352] Predicted: 3.3745012903575358 Movie Vector: [1.7410981892414275, -0.6779634757239806] User Vector: [1.5483186654858614, -0.31842513701254016] Predicted: 2.9116554374930432 Movie Vector: [1.7794658386082198, 0.9004123408411572] User Vector: [1.7122478955723741, 0.055066899030608366] Predicted: 3.0964695528588684 Movie Vector: [1.6582598694595738, -0.72645439592354] User Vector: [2.0869492118417496, -1.0609961217990649] Predicted: 4.231469424336218 Movie Vector: [1.8818014660153686, -0.19688215699254147] User Vector: [1.4268625064764753, -0.5839146353036061] Predicted: 2.800034329387882 Movie Vector: [1.7813058019039822, -0.8876125694160698] User Vector: [1.6336263169644316, -0.1186166200831644] Predicted: 3.0152736394792434 Movie Vector: [1.7374298810684943, -0.40949379974823347] User Vector: [1.7875742615264223, -0.5639379084401493] Predicted: 3.3367140135541815 Movie Vector: [1.0271159896790214, -1.111089697271712] User Vector: [1.7147277346881857, -0.5099837933992349] Predicted: 2.3278620128657574 Movie Vector: [2.3029428195745356, -0.1444658350297397] User Vector: [2.084519341089043, 0.17805330478562192] Predicted: 4.774806229469594 Movie Vector: [1.8265653986547696, 0.4115282353838305] User Vector: [1.5898656953999961, -0.006858674893692872] Predicted: 2.901171129349764 Movie Vector: [1.8524383185764872, -0.7152832973191818] User Vector: [1.852055164401383, -0.3357182753863826] Predicted: 3.6709516296432785 Movie Vector: [1.8565337072770325, -0.491231658329916] User Vector: [1.9607735875968932, -0.71355044417746] Predicted: 3.9907608257074894 Movie Vector: [2.09574474555511, -0.29902331723698067] User Vector: [1.9203722758858932, -0.3366053301323459] Predicted: 4.1252629491133925 Movie Vector: [0.4384143230537297, 0.1712749605061644] User Vector: [1.8861826820628402, 0.09601470938669679] Predicted: 0.8433744192704657 Movie Vector: [1.566908761471974, -0.29826564911886866] User Vector: [1.9383188911669509, -0.7413988672912559] Predicted: 3.2583026675047577 Movie Vector: [1.600040660612712, -0.5763500895947805] User Vector: [1.7059409206663814, -0.38288434543491545] Predicted: 2.950250264465147 Movie Vector: [2.0428627433974107, -0.3977285851291505] User Vector: [0.8508559819564246, -0.19826107874134952] Predicted: 1.8170360838695754 Movie Vector: [1.5833039871388463, -0.23478899660800562] User Vector: [1.8105323990578486, -0.2593122766623846] Predicted: 2.9275068355180514 Movie Vector: [1.8451758189135739, -0.18288683208366976] User Vector: [1.6982590243658866, -0.17320981168881777] Predicted: 3.165264279757269 Movie Vector: [1.8664045821859392, 0.07347310633898355] User Vector: [1.5851815973071934, -0.21547311299569666] Predicted: 2.9427587178666474 Movie Vector: [2.0782683184224413, 0.24420312149109122] User Vector: [1.9106205655586088, -0.30313254140517365] Predicted: 3.896756277090153 Movie Vector: [1.5986507311600475, 0.19234414190698487] User Vector: [1.901012482312773, -0.5843315802929954] Predicted: 2.926662238393083 Movie Vector: [1.8437383199472108, -0.34189360011858544] User Vector: [2.1413294715533833, -0.0569436747365899] Predicted: 3.967519880294958 Movie Vector: [1.84136081795061, -0.20507992000669065] User Vector: [1.0616624071497862, -0.070909091317402] Predicted: 1.9694455891918639 Movie Vector: [2.196657898718231, -0.08753931153406763] User Vector: [1.7260546325253114, 0.009499939867951012] Predicted: 3.7907199239602636 Movie Vector: [1.5766058016605264, 0.07142106490666775] User Vector: [1.4373116557922778, -0.3396675758771235] Predicted: 2.2418144753329923 Movie Vector: [1.994828432058644, -0.030394145070656516] User Vector: [1.8144200528630285, 0.34031100743246906] Predicted: 3.6091132470194736 Movie Vector: [1.8336114400648185, -0.5228742022628466] User Vector: [1.6037643157290853, 0.037235247924398786] Predicted: 2.921211245934047 Movie Vector: [2.189645751008176, -0.07484121459488176] User Vector: [2.192391135676418, -0.4539401565224201] Predicted: 4.834533367449387 Movie Vector: [1.7144132364495261, -0.33424654227663336] User Vector: [1.8219982458035804, -0.19703503841039557] Predicted: 3.1895161896894937 Movie Vector: [1.9193515145952993, 0.2549959807334672] User Vector: [1.5329180125074926, -0.5247158728304646] Predicted: 2.8084080704578502 Movie Vector: [1.8666663085112534, -0.23978891400145633] User Vector: [1.8382592147411279, -0.3381755907852765] Predicted: 3.512507300123819 Movie Vector: [1.3442002431608533, -1.3749283939041055] User Vector: [1.598207176345875, -0.5852756562054973] Predicted: 2.953022593043342 Movie Vector: [1.9217003841331692, -0.6731998835540802] User Vector: [1.841643574378506, -0.4393350778274675] Predicted: 3.8348474875542315 Movie Vector: [1.3467602081314747, -1.7211545397200352] User Vector: [1.6609492137887325, -0.42767960674323996] Predicted: 2.9730030055497294 Movie Vector: [2.1473038523808907, 0.2014481770924636] User Vector: [2.049544273354707, -0.46710639196355186] Predicted: 4.30689658263046 Movie Vector: [2.2567854024312632, 0.2774327932839661] User Vector: [2.0222398747311563, -0.7298141866788729] Predicted: 4.361287041119114 Movie Vector: [1.390470913701391, -0.23382012521911097] User Vector: [2.1471131318788808, -0.7893384630200045] Predicted: 3.170061576567481 Movie Vector: [2.250641663126777, 0.09602531723541252] User Vector: [1.6677513304061513, 0.012468619429301685] Predicted: 3.7547079310833817 Movie Vector: [1.8916801039124223, -0.18762992388050642] User Vector: [1.690628434138557, -0.3703822215330816] Predicted: 3.2676229600014657 Movie Vector: [2.147131377909887, -0.14035833253543112] User Vector: [1.7423691590453234, 0.09924217616752488] Predicted: 3.727166026924615 Movie Vector: [2.2764553079788543, 0.24605210972369626] User Vector: [1.8035288909798732, 0.14621333966571964] Predicted: 4.141629017658847 Movie Vector: [1.566581533319309, -0.8679125911165386] User Vector: [1.885878003038874, -0.2720346546364184] Predicted: 3.190483955632782 Movie Vector: [2.2255325073960948, -0.5148861960355873] User Vector: [1.6506504682919885, -0.5821305301002092] Predicted: 3.9733072497718838 Movie Vector: [1.9766106322827584, -0.5144938389854022] User Vector: [1.802054421237995, -0.295614428412119] Predicted: 3.7140517311043997 Movie Vector: [1.820717873899522, -0.30082854222130045] User Vector: [2.007862685975393, -0.48607915954970116] Predicted: 3.801977965662793 Movie Vector: [1.9573725210977815, -0.6769471755962451] User Vector: [1.8706731251032716, -0.3531875954389093] Predicted: 3.900693516221255 Movie Vector: [1.2558343059902564, -0.47252992153329915] User Vector: [1.063508072050248, -0.07111465060076243] Predicted: 1.3691937218465051 Movie Vector: [1.9863476896482697, -0.3392655967154421] User Vector: [2.029550622391209, 0.13925627400189922] Predicted: 3.9841483269153626 Movie Vector: [1.3971389059816777, -0.39921898039096293] User Vector: [1.6115249313963653, -0.6699950847747983] Predicted: 2.5189989342240677 Movie Vector: [1.837884545844585, -0.34745039594938726] User Vector: [1.9288829325641326, -0.4694787725332358] Predicted: 3.708184717909507 Movie Vector: [2.08785345377236, -0.29764012143215796] User Vector: [1.7947693490426913, -0.3063335380445321] Predicted: 3.8383925355858706 Movie Vector: [2.1673564196381965, -0.599509533648683] User Vector: [1.66311245574381, 0.46029166025463697] Predicted: 3.328608218954957 Movie Vector: [1.3300298267045225, -0.6627256362024481] User Vector: [2.0059832615455737, -0.27380864632951296] Predicted: 2.84947757906209 Movie Vector: [2.0001216787925373, -1.0591781518909293] User Vector: [2.0284844650281912, -0.20307643635880343] Predicted: 4.272309878151881 Movie Vector: [2.2279404499826887, -0.2879317689800268] User Vector: [2.1303961314150133, 0.11497847230392033] Predicted: 4.713289760741055 Movie Vector: [2.1631860322687277, -0.24901112661112487] User Vector: [1.2819617102049103, -1.0801442263656533] Predicted: 3.0420895961284056 Movie Vector: [2.165733597723427, 0.22395966704435888] User Vector: [1.9698761964578546, 0.21184343470569514] Predicted: 4.313671447126631 Movie Vector: [1.8260899427662918, -0.44232399270450157] User Vector: [1.4188728818369098, -0.613606897590565] Predicted: 2.862402552479487 Movie Vector: [1.3388262904113586, 0.4896905443512037] User Vector: [1.5019906144765511, 0.2077515887999536] Predicted: 2.1126385112215944 Movie Vector: [1.3135672225858357, -0.043437676364427705] User Vector: [1.860513986554061, -0.5750250930656268] Predicted: 2.4688879437939284 Movie Vector: [1.6332440930047927, -0.5440332604369261] User Vector: [1.9183008217163313, 0.31573262286169446] Predicted: 2.961284437432688 Movie Vector: [2.0321420311712304, -0.03081565229071254] User Vector: [2.0853944997646927, -0.44902867630362814] Predicted: 4.251654926102666 Movie Vector: [1.9168660997906017, -0.40447567330923995] User Vector: [1.6214858781910308, -0.022998722799814547] Predicted: 3.117473735083288 Movie Vector: [1.7375063432602458, -0.2795534684011866] User Vector: [0.9950896758388788, -1.041118503673678] Predicted: 2.0200229126014637 Movie Vector: [0.8829543825015241, -0.666516367228756] User Vector: [1.9374544320688918, -0.21948306888167035] Predicted: 1.8569729394314591 Movie Vector: [1.3685765661816058, -0.49207032613058027] User Vector: [2.070733567552481, -0.433581298013256] Predicted: 3.047309926075464 Movie Vector: [1.4919285108734954, -0.2847602845323384] User Vector: [1.6494039517778452, -0.5344114243311712] Predicted: 2.612971930854656 Movie Vector: [1.8324945707429423, -0.44509374322498974] User Vector: [1.6067176820688267, -0.10620122266432472] Predicted: 2.991570928838545 Movie Vector: [1.767893241054257, -0.2880403404601454] User Vector: [1.6958761595962502, -0.22014808317193815] Predicted: 3.0615395290437544 Movie Vector: [1.4601933174505182, -0.5958399200099592] User Vector: [1.9604041928730789, -0.6745287702570628] Predicted: 3.264480270449631 Movie Vector: [1.7225239160002894, -0.22852636202991983] User Vector: [1.663909556691564, -0.1724050507285387] Predicted: 2.9055231045012353 Movie Vector: [1.122293492100867, -0.5452283040399881] User Vector: [1.8901557487825489, -0.4030994683171905] Predicted: 2.3410907353856985 Movie Vector: [1.6937259401202356, -0.4280507573141864] User Vector: [1.772180565810385, -0.1343119403179885] Predicted: 3.059080522659458 Movie Vector: [1.7980012907954728, 0.015778465331051483] User Vector: [2.151351090816301, 0.11227032158590437] Predicted: 3.869903491618807 Movie Vector: [1.1454968709280355, -0.8627882170393578] User Vector: [1.8591911336321392, -0.026781682282237203] Predicted: 2.152804545938369 Movie Vector: [2.2870199929655874, -0.19936121184042693] User Vector: [1.912897911970014, -0.9257440465866457] Predicted: 4.559393224159122 Movie Vector: [1.1837618514014112, -1.104040950292964] User Vector: [1.8510764014187064, -0.4386202837633315] Predicted: 2.675488382932708 Movie Vector: [1.5844648358285673, 0.061086704477088194] User Vector: [1.774099714313385, -0.38241882050489084] Predicted: 2.7876379071084068 Movie Vector: [2.3199614550114473, -0.10570328748782258] User Vector: [2.1177296106538384, 0.007894288885718746] Predicted: 4.912216616565706 Movie Vector: [2.0749873005672805, 0.02551079392034111] User Vector: [1.9004204225428722, 0.6091057452712753] Predicted: 3.9588870136584764 Movie Vector: [1.7736177201226329, -0.6486718450421723] User Vector: [1.8222366194625574, -0.7193022685789109] Predicted: 3.698542288237257 Movie Vector: [1.940902246627643, -0.13503458409277064] User Vector: [1.7119976526887926, -0.6367832612833176] Predicted: 3.40880785316956 Movie Vector: [1.997834897697669, -0.198267675367109] User Vector: [1.9099652598824666, 1.0558162387601793] Predicted: 3.6064610183095644 Movie Vector: [2.2217753900516763, -0.044714128025493016] User Vector: [1.951231542448436, -0.4327710752833967] Predicted: 4.35454920257046 Movie Vector: [1.7963780325424243, -0.6893322540443195] User Vector: [1.9233656002035378, -0.20982286030425168] Predicted: 3.5997293779969666 Movie Vector: [2.1834886038672994, 0.3139140926454408] User Vector: [1.904858588611941, -0.5838688300490695] Predicted: 3.9759523662041123 Movie Vector: [1.9980274638058984, -0.3440539400497546] User Vector: [2.078571023474541, -0.23498724581571298] Predicted: 4.233890278157604 Movie Vector: [2.223503502003375, -0.6577778657791082] User Vector: [2.0150637315120687, -0.1181676442736307] Predicted: 4.558229324631527 Movie Vector: [1.5986725472162495, 0.12434837025732728] User Vector: [1.6368732705621758, -0.12362828439564072] Predicted: 2.6014513852375196 Movie Vector: [1.7851451453061438, -0.5239994639260579] User Vector: [1.8745413035640472, -0.24198655472804403] Predicted: 3.473129132688018 Movie Vector: [2.069652480950161, -0.3816785262978785] User Vector: [2.09266635509665, 0.056753363710103664] Predicted: 4.309430573403393 Movie Vector: [2.0536259487286936, -0.5302286541404919] User Vector: [1.544981469301745, -0.5231131789138505] Predicted: 3.4501836324816924 Movie Vector: [1.7243156028652078, 0.04289994212813547] User Vector: [2.023733003780431, -0.1602388699850391] Predicted: 3.4826801562028358
avg loss: 0.9819276899903742: 85%|██████████████████████████████████████▎ | 59615/70000 [01:24<00:15, 657.18it/s]
Movie Vector: [2.0547762848529674, 0.006955447594542822] User Vector: [1.9964296343910943, -0.160918161504967] Predicted: 4.101097009285143 Movie Vector: [1.8963255725621457, -0.4533227555825603] User Vector: [1.9028174815178163, 0.10251341271334384] Predicted: 3.561889787385148 Movie Vector: [2.318342167939746, -0.14315046950929397] User Vector: [2.0026247172935454, -0.10181801985335065] Predicted: 4.6573446260065525 Movie Vector: [-1.5439847527169341, 0.026548261270742113] User Vector: [1.2821524329315352, -0.537934472062676] Predicted: -1.9939050320160705 Movie Vector: [1.9236108070132225, 0.23326861123374157] User Vector: [1.8711183623508727, -0.503161909003932] Predicted: 3.481931623279956 Movie Vector: [2.150035912388089, -0.647246756232395] User Vector: [1.9627918117841254, -0.5142414205238124] Predicted: 4.552913975231529 Movie Vector: [1.6382091850774265, -0.04548417112874092] User Vector: [1.7015819660782205, -0.2221770256734886] Predicted: 2.7976527438480545 Movie Vector: [1.7900607967210391, -0.23233669562769788] User Vector: [1.700649951642777, -0.5511680032040598] Predicted: 3.172323359981414 Movie Vector: [1.9433921600453046, -0.3740880834679433] User Vector: [1.5419044378337274, -0.6501016995606324] Predicted: 3.239720294873018 Movie Vector: [2.3406869203549636, -0.13824893708867142] User Vector: [1.6267694775712258, -0.44758994752215825] Predicted: 3.8696368730801582 Movie Vector: [1.7380119935109664, -0.2132660636815157] User Vector: [1.657774934622002, -0.12200250564186697] Predicted: 2.9072517130524207 Movie Vector: [1.9148610876060363, -0.2774611859482658] User Vector: [1.8412750186986604, -0.22446698413482785] Predicted: 3.588066760511422 Movie Vector: [1.294139192789828, 0.8141072273262373] User Vector: [2.032933989970553, -0.621789094144964] Predicted: 2.1246965573594467 Movie Vector: [2.1521802323543606, 0.07382348212025097] User Vector: [1.793284532956942, -0.3915766987951111] Predicted: 3.830563967394545 Movie Vector: [2.0863086555573647, -0.5408757791445528] User Vector: [1.4078115482740026, -0.434156511913416] Predicted: 3.1719541602095167 Movie Vector: [1.442828605917793, -0.07951635657824546] User Vector: [1.884472703890589, -0.10169706740016543] Predicted: 2.727057704518946 Movie Vector: [1.3859009070035146, -0.4371781303291489] User Vector: [2.2180080617612106, 0.11285527372721338] Predicted: 3.0246015269701214 Movie Vector: [1.7108752932373459, -0.7532038540599767] User Vector: [1.2203444864332902, -0.9079956352821767] Predicted: 2.771763043041306 Movie Vector: [1.801892007074394, -0.8908059968969607] User Vector: [1.1305098861800302, -0.535327033133091] Predicted: 2.5139292592423947 Movie Vector: [1.95138377760447, -0.22739733761713543] User Vector: [2.160414664962416, 0.4431031045416395] Predicted: 4.115037663843799 Movie Vector: [2.240255134945068, 0.5259880758883863] User Vector: [1.886342856902925, 0.07903596509810848] Predicted: 4.2674612466516635 Movie Vector: [1.9944931170974194, -1.0920232300499222] User Vector: [1.54423684437829, -0.3495724472008775] Predicted: 3.461710990209496 Movie Vector: [2.0292994550787347, 0.21122321172355768] User Vector: [2.192294115082578, -0.5488512771647003] Predicted: 4.332891123588088 Movie Vector: [1.0111376819857039, -0.3698422995268496] User Vector: [1.3730843240029564, -0.34257710749731407] Predicted: 1.5150768057453199 Movie Vector: [1.9685932001158326, -0.3030948282358739] User Vector: [1.9943465591429383, -0.3076567703802449] Predicted: 4.019306250977201 Movie Vector: [1.7417921463599928, -0.37802848580410187] User Vector: [1.7934478934561233, -0.2658851446049193] Predicted: 3.2243256143405508 Movie Vector: [1.6058906029289635, -0.9182522606712518] User Vector: [1.9106459581844581, 0.03295820915412592] Predicted: 3.0380244397091745 Movie Vector: [1.4476065748620657, -1.2349129809769293] User Vector: [2.079902397383012, -0.8259295028155431] Predicted: 4.030831449921756 Movie Vector: [1.955954161057048, -0.22388587768835938] User Vector: [1.7844613044797417, 0.3823335519996504] Predicted: 3.404725430883289 Movie Vector: [1.9890004654684967, 0.027860916058583984] User Vector: [1.773051980738443, -0.3480922696772239] Predicted: 3.516903045482484 Movie Vector: [1.2833352205486508, -1.5309567415617205] User Vector: [1.6064596326400304, -0.1318152836146665] Predicted: 2.2634297240473416 Movie Vector: [1.8019453324099914, -0.36996220844904226] User Vector: [1.8991764615588402, -0.49974382295931946] Predicted: 3.6070984887296724 Movie Vector: [1.2714045339835012, -0.2199046292635864] User Vector: [1.9978208090133982, -0.4209700456674442] Predicted: 2.632611696489795 Movie Vector: [1.6987586687408847, -0.874280748391672] User Vector: [1.6506750012430094, 0.1014941016259467] Predicted: 2.71536412850856 Movie Vector: [2.266400512458291, -0.5286593336588428] User Vector: [1.8933514776294524, -1.170692664099113] Predicted: 4.909990362884986 Movie Vector: [2.245525472468204, -0.3183879810254645] User Vector: [1.9079403612754997, -0.22262929588560154] Predicted: 4.355211173228459 Movie Vector: [1.972769984518527, -0.05304906267495161] User Vector: [2.125960607640154, 0.14189135682005716] Predicted: 4.186504071540283 Movie Vector: [2.030809238966921, -0.522503175348031] User Vector: [1.9936402761086962, 0.07546012284591644] Predicted: 4.00927493809896 Movie Vector: [2.045533502216221, -0.37604011272914195] User Vector: [1.994325651140244, -0.5237343667193628] Predicted: 4.2764050640378235 Movie Vector: [1.981773501460463, -0.6292159660096184] User Vector: [1.6839409291268401, -0.31864746027466245] Predicted: 3.5376875809015162 Movie Vector: [1.9597627918732807, -0.053917191748567184] User Vector: [2.246643822765533, -0.8187262493079133] Predicted: 4.447032390621361 Movie Vector: [1.853685311353868, -0.6149399161573404] User Vector: [1.7357264404654194, 0.1897807199861165] Predicted: 3.10078686718274 Movie Vector: [1.906721554242644, -1.0700426627797481] User Vector: [2.006768804452559, -0.48420302552708266] Predicted: 4.344467228592445 Movie Vector: [1.9370492543598838, -0.3576516253603174] User Vector: [1.6062637935763193, -0.23356506280596942] Predicted: 3.1949470079922273 Movie Vector: [1.417307189659195, -0.7758767708253816] User Vector: [1.8373814987964185, -0.6371629409377252] Predicted: 3.0984939334953174 Movie Vector: [1.7647116428027292, -0.9742975714045682] User Vector: [1.474542377835064, -0.19770226583590902] Predicted: 2.7947629394366644 Movie Vector: [2.075882023179917, -0.4054225288373319] User Vector: [2.3301474692823994, 0.5082000938130676] Predicted: 4.631075475652447 Movie Vector: [2.031697228216149, -0.0687618169630392] User Vector: [1.7623574275500988, -0.25216838432471445] Predicted: 3.5979162569664798 Movie Vector: [1.5382978049481608, -0.6647896786871701] User Vector: [2.2065522234484916, 0.3510087224718242] Predicted: 3.16098746600586 Movie Vector: [2.264061735073828, 0.096125649801048] User Vector: [1.8913229111188348, -0.8612541793232426] Predicted: 4.1992832141012775 Movie Vector: [1.4373654043617863, -0.4464419909006074] User Vector: [2.147964315092783, 0.3763280310253831] Predicted: 2.9194009609153477 Movie Vector: [1.735691585762785, -0.3942203441988764] User Vector: [1.548351963891927, 0.053036681439308606] Predicted: 2.6665533367143306 Movie Vector: [1.982867750583365, 0.9735001691592102] User Vector: [2.173383864899201, -0.15898431384014486] Predicted: 4.154761518929817 Movie Vector: [1.6439600688262024, -0.4726226222479581] User Vector: [2.0843311111472853, -0.5636572887366645] Predicted: 3.692954302790183 Movie Vector: [1.8986293963784662, -0.26527256113443975] User Vector: [1.2629224052186656, -1.0721821802873344] Predicted: 2.6822421168606847 Movie Vector: [1.8329388533744864, -0.44512310952823336] User Vector: [1.8439847179818882, 0.30678215768721645] Predicted: 3.2433554066402834 Movie Vector: [2.1450723584812543, 0.3026489216727274] User Vector: [1.5963705088093771, 0.029677984226875516] Predicted: 3.4333122622653347 Movie Vector: [1.5243655138724792, -0.43029523365241423] User Vector: [1.041019911861511, -0.4910856438200185] Predicted: 1.7982066647471366 Movie Vector: [1.9176747919144226, 0.6023674131466512] User Vector: [2.045475318109248, -0.2729619721163671] Predicted: 3.7581330579900953 Movie Vector: [2.1929385533744834, 0.07545886022205053] User Vector: [1.8060556173653697, -0.37974283864338376] Predicted: 3.9319140310775578 Movie Vector: [1.8478316834792645, -0.3335719511498549] User Vector: [1.8245757341891673, -0.11384125057149216] Predicted: 3.4094830986166564 Movie Vector: [1.6972339805604795, -0.46770021295244907] User Vector: [1.3626004601017834, -0.700932300391325] Predicted: 2.640477988970363 Movie Vector: [2.1499681809351117, 1.3025245248406847] User Vector: [2.1084772230220645, -0.00503651957537384] Predicted: 4.526598749457099 Movie Vector: [2.0493332648313034, -0.8378484939423524] User Vector: [1.881369611178934, -0.782448375681726] Predicted: 4.511126520784298 Movie Vector: [1.817528372149733, -0.6337314876886466] User Vector: [1.7673085153676535, -0.8565356304077715] Predicted: 3.7549469683391825 Movie Vector: [1.6922711617804116, 0.045437216076397384] User Vector: [2.0939137391100564, 0.11299125167019027] Predicted: 3.5486038438686216 Movie Vector: [1.6084438043762297, 0.6391268962872523] User Vector: [1.678189907712969, -0.5387879734193425] Predicted: 2.354920274419239 Movie Vector: [1.697058592294452, -0.45974631008658284] User Vector: [1.652468219787739, -1.7262608019487784] Predicted: 3.5979774248273557 Movie Vector: [1.4611569661787396, -0.42247599806382446] User Vector: [1.7103792408801417, -0.3532204898022132] Predicted: 2.6483597215853063 Movie Vector: [2.0017368241339053, -0.26866914609904125] User Vector: [2.0595231316147227, -0.2662553426935864] Predicted: 4.194157888274564 Movie Vector: [1.8273015517950117, 0.4467462141842049] User Vector: [1.9698057915430927, -0.7876691217305805] Predicted: 3.2475409814585605 Movie Vector: [1.8752820726014887, -0.4978715972267857] User Vector: [1.7143234861764096, -0.24858785737632877] Predicted: 3.338604933869444 Movie Vector: [2.053945390056577, -0.19803589093109147] User Vector: [1.4995743913608532, -0.03995397200799253] Predicted: 3.08795622862536 Movie Vector: [1.379226162151843, -0.7446968871963386] User Vector: [1.4223397782392873, -0.3605932004424701] Predicted: 2.230260867530548 Movie Vector: [2.01978263453217, 0.1419245357643765] User Vector: [1.7244235861365194, 0.13386808777092582] Predicted: 3.501959980066785 Movie Vector: [2.0401248576513424, -0.1249816684081013] User Vector: [1.7918832404814293, -0.6984600282233834] Predicted: 3.74296024055873 Movie Vector: [1.6689845022214544, -0.28019854639685043] User Vector: [1.8760887073645933, -0.26661121972852136] Predicted: 3.2058670536052105 Movie Vector: [2.3942749090719406, -0.478403633549616] User Vector: [1.8679727329863922, 0.09819062496287378] Predicted: 4.425465493657112 Movie Vector: [2.2039864837450382, -0.5893716064359189] User Vector: [1.7485992290024386, -0.513446518296529] Predicted: 4.156499865515724 Movie Vector: [1.5628091210825035, 0.04981813529457846] User Vector: [1.6671937761897622, -0.8322930471252652] Predicted: 2.5640423524149187 Movie Vector: [1.9236732564827597, -0.45184941174599236] User Vector: [1.819808482831333, -0.6984818293325029] Predicted: 3.8163255140422567 Movie Vector: [2.4393700842317134, 0.22532843140319064] User Vector: [1.7920803389050193, -0.8283120006917033] Predicted: 4.184904923436434 Movie Vector: [2.1844967029958213, -0.4165598486650135] User Vector: [1.6651395326112481, -0.1040231838058163] Predicted: 3.680823700721078 Movie Vector: [2.07755041947818, 0.02633230185401895] User Vector: [2.056182428356637, -0.2988218258039351] Predicted: 4.263954000038356 Movie Vector: [2.2942777287896843, -0.12547989519082225] User Vector: [2.5044238906673395, -0.1573183435895887] Predicted: 5.7655842450721035 Movie Vector: [2.1546367544943164, -0.21549613925084238] User Vector: [1.5794567426281072, -0.3688560169054284] Predicted: 3.4826425973829527 Movie Vector: [2.1269861960258187, -0.18094167076902298] User Vector: [1.7307638041415465, -0.36133870928695105] Predicted: 3.7466919497621065 Movie Vector: [1.4760801537099995, -0.3740560817829575] User Vector: [1.468762645315609, -0.7353018279289418] Predicted: 2.4430555119439163 Movie Vector: [2.1983974790989227, -0.17038180402052497] User Vector: [1.5984542414790166, -0.26465144655721623] Predicted: 3.5591295658235107 Movie Vector: [1.3737015158785546, -0.5981353596050052] User Vector: [1.7712635368735499, -0.2911919025416221] Predicted: 2.607359578964404 Movie Vector: [2.318522748011501, -0.30174613053401345] User Vector: [1.8870411655743164, -0.4823515352151335] Predicted: 4.520695578126498 Movie Vector: [2.2138880691080653, -0.3098538103668088] User Vector: [2.085917283515991, -0.06654841230361229] Predicted: 4.638607666248494 Movie Vector: [2.028440569429535, -0.443636826980334] User Vector: [1.664034302732829, 0.5517911409697278] Predicted: 3.1305998176499905 Movie Vector: [1.9397431021882878, -0.2804945137867243] User Vector: [0.9301336246033, -0.21369578415375431] Predicted: 1.8641607775121216 Movie Vector: [1.8652194436678977, -0.33815007969715727] User Vector: [2.0606910033361627, -0.2681825209873045] Predicted: 3.934326867659361 Movie Vector: [1.3582585194897556, -1.1036467832000783] User Vector: [1.920461136036057, -0.6265384300616921] Predicted: 3.2999598222587627 Movie Vector: [1.6169420055693713, 0.010565716947863296] User Vector: [2.081682748936841, -0.2333126216844635] Predicted: 3.3634951639040156 Movie Vector: [1.7757736152981887, -0.3400862369423364] User Vector: [1.849790104755224, -0.5358855475982386] Predicted: 3.4670557611784676 Movie Vector: [1.9957324418288644, -0.4572412997247802] User Vector: [1.994000094266305, 0.07113499239421117] Predicted: 3.9469648207588373 Movie Vector: [1.9322618366252122, -0.2289621270485509] User Vector: [1.7367737881878493, 0.23665578972866355] Predicted: 3.3017164967717516 Movie Vector: [1.2774207621422786, -0.8750009371104253] User Vector: [1.9243878351677561, -0.4380893211203348] Predicted: 2.8415815415756875 Movie Vector: [1.9201386298123806, -0.1380417500207404] User Vector: [1.7092875728036996, -0.363949889988308] Predicted: 3.3323093777324675 Movie Vector: [1.2846742527639583, -0.7658459806400245] User Vector: [1.9852223791019232, -0.47211127867276187] Predicted: 2.9119286016294077 Movie Vector: [1.9920932100284663, -0.6899925127432773] User Vector: [1.9976365927671476, -0.2763824875862563] Predicted: 4.170180139643714 Movie Vector: [2.128549721408425, -0.28025866047039116] User Vector: [1.8226916128540243, -0.4396264831779174] Predicted: 4.002898854036658 Movie Vector: [1.7763258824360573, -0.42176457927891337] User Vector: [1.9285131281730405, 0.14554269266846864] Predicted: 3.3642830316510604 Movie Vector: [2.2431427245213245, -0.3556084052276006] User Vector: [1.712456401496078, -0.2224789496804956] Predicted: 3.920399502568488 Movie Vector: [2.0634336381778744, -0.4104665006654322] User Vector: [2.0634580211512947, 0.11217352040530351] Predicted: 4.211765219423445 Movie Vector: [1.5115702657148529, -0.9093865554672361] User Vector: [1.8670964213786927, -0.11577407127444728] Predicted: 2.9275308176673294 Movie Vector: [1.8885644846319516, -0.4238956700104202] User Vector: [2.0813907205167963, -0.5941366055156413] Predicted: 4.182692527883299 Movie Vector: [1.4065497583610755, -0.3392473079080611] User Vector: [1.9951694966606928, -0.2541526237692804] Predicted: 2.8925257668289848 Movie Vector: [0.9330256574591953, -0.7338086717887523] User Vector: [2.0469600093327545, -0.5529134583536736] Predicted: 2.3155988989890086 Movie Vector: [2.2523720113256456, -0.6035791962942173] User Vector: [1.6108093478087222, 0.12201130278053159] Predicted: 3.554498406514999 Movie Vector: [2.2334721179467723, -0.20023849242739156] User Vector: [1.8147630611051035, -0.14342282227919298] Predicted: 4.081941467370851 Movie Vector: [1.2777465394081298, -0.06616002116794494] User Vector: [2.30234325044978, -0.7936404279786454] Predicted: 2.9943183883066755 Movie Vector: [1.5587295352111505, -0.48275634246350924] User Vector: [1.8253791664663597, -0.572848123661874] Predicted: 3.1218184846963166 Movie Vector: [1.4931610966584823, -0.8690550681071069] User Vector: [2.270235534700042, -0.3314406560409486] Predicted: 3.6778675625749013 Movie Vector: [1.9552668035423557, -0.21689856059743087] User Vector: [1.0024107913269023, -0.22414734792792] Predicted: 2.008597780921413 Movie Vector: [1.6776888719004825, 0.8505871276617395] User Vector: [2.1508424965329436, -0.11004134429704839]
avg loss: 0.9822843471562217: 85%|██████████████████████████████████████▍ | 59792/70000 [01:24<00:14, 698.13it/s]
Predicted: 3.5148447706743084 Movie Vector: [1.899664442584396, -0.687608365799273] User Vector: [2.0570219307785336, -0.16071305570086433] Predicted: 4.01815906110936 Movie Vector: [2.100192658673143, -0.5717031790633488] User Vector: [1.8245094213121826, -0.23754756111137293] Predicted: 3.967627988185947 Movie Vector: [2.3441982207479226, -0.23305827496894932] User Vector: [1.9450031352779262, -0.1588683256724263] Predicted: 4.596498466996066 Movie Vector: [1.9224645407063519, -0.42891030545892067] User Vector: [2.0123305406378225, 0.4487304528730581] Predicted: 3.676168992946153 Movie Vector: [2.2979601599230146, -0.08014906597992472] User Vector: [1.60088380318328, -1.0630064998615252] Predicted: 3.7639661784757044 Movie Vector: [1.889715290946536, 0.30521508757648735] User Vector: [2.3212950687045986, 0.02008686227753477] Predicted: 4.392717599559044 Movie Vector: [1.8262491582001135, 0.32932317210722806] User Vector: [1.8820283402326468, -0.14945338696678312] Predicted: 3.387834208580558 Movie Vector: [1.935959897194457, 0.30561525602094936] User Vector: [2.185780307517564, -0.8083898165881096] Predicted: 3.9845267586700683 Movie Vector: [2.3481937936846564, -0.30933042423834767] User Vector: [1.5721078859550057, -0.08497883252127998] Predicted: 3.717900519117337 Movie Vector: [1.4672502736273012, -0.21777546294025912] User Vector: [2.385429965189121, -0.3465909157444636] Predicted: 3.5755017662696402 Movie Vector: [1.9220999873655662, -0.20948218604364202] User Vector: [1.6812304128649163, 0.415452783749291] Predicted: 3.1444629979885432 Movie Vector: [1.8968290528241591, -0.6131421641593214] User Vector: [1.810542739045041, 0.3712821548162504] Predicted: 3.2066413248826917 Movie Vector: [1.7560093458392347, -0.46997136240422543] User Vector: [2.082810158187564, -0.046092146346335246] Predicted: 3.67909609220078 Movie Vector: [1.629728564517655, -0.3161947325014386] User Vector: [1.8929927349833064, -0.44494611678444707] Predicted: 3.2257539510009057 Movie Vector: [1.3298316969866422, -0.948227807621877] User Vector: [1.63161039923704, -0.605831043050194] Predicted: 2.7442330677792066 Movie Vector: [1.763978727360578, -0.009784872469165613] User Vector: [1.9100137948293954, -0.5430223905004018] Predicted: 3.3745371078832527 Movie Vector: [1.9323322029124534, 0.6018209722777661] User Vector: [1.7649925377923732, -0.5042963142135457] Predicted: 3.1070558205402885 Movie Vector: [1.85420782486613, -0.21501811955349245] User Vector: [1.7171839327610616, -0.9048269650292525] Predicted: 3.3785700774018386 Movie Vector: [2.0910255802459927, 0.01985519989373316] User Vector: [1.56102760747298, -0.0458791258422971] Predicted: 3.2632377194816535 Movie Vector: [1.7598213261367939, 0.042559426916161006] User Vector: [1.775167758034392, -0.3719533118612971] Predicted: 3.108147958266978 Movie Vector: [1.6032242730479085, 0.1909383305387088] User Vector: [1.8582629269549706, -0.3148198059055712] Predicted: 2.919101062039131 Movie Vector: [1.8851846209836967, -0.5408676965465379] User Vector: [1.5009393837487988, -0.5916648765718993] Predicted: 3.149560262190917 Movie Vector: [1.5673532302378534, -1.0430336245857197] User Vector: [1.8587931526034824, -0.15364333315248566] Predicted: 3.0736406147485402 Movie Vector: [2.2612791970594506, -0.23228822291427859] User Vector: [1.8611276996150674, 0.18076731672367302] Predicted: 4.1665392314479375 Movie Vector: [1.788146884477407, -1.148111683841139] User Vector: [1.8463276026572986, -0.2768689011556048] Predicted: 3.6193813707252955 Movie Vector: [1.921451177866499, -0.5148559514492265] User Vector: [2.0732527749314156, -0.40449693147972754] Predicted: 4.191911638922244 Movie Vector: [1.4230430287895244, 0.6619085074296726] User Vector: [1.6988290375940205, -0.2596525653758909] Predicted: 2.245640577055146 Movie Vector: [1.9681845320563935, -0.020084436297401916] User Vector: [1.1673191503146245, 0.13492237816223093] Predicted: 2.294789655713163 Movie Vector: [2.1377036047347735, -0.5829257411811717] User Vector: [2.0349060026253687, -0.7433648596032773] Predicted: 4.783352408860957 Movie Vector: [2.0321839943984252, -0.5241842168924387] User Vector: [1.7612851932765872, -0.2904099140370104] Predicted: 3.7314838727149082 Movie Vector: [1.7526285709339766, -0.3936401909081421] User Vector: [1.4285324660682637, -0.172300186420976] Predicted: 2.571511092814272 Movie Vector: [2.1692862047870807, -0.8877291982939265] User Vector: [1.9976953261921364, -0.2210607093649679] Predicted: 4.529814958775079 Movie Vector: [1.2376203560393413, -0.17762801197394879] User Vector: [1.5938387134831558, -0.08784146085988281] Predicted: 1.9881703401117372 Movie Vector: [1.8395782687818447, 0.0031898069643330525] User Vector: [1.8782317205222199, -0.15920690939563276] Predicted: 3.454646417501051 Movie Vector: [1.868925428944959, -0.15864803483693973] User Vector: [1.8524149608402714, 0.05051455166231106] Predicted: 3.4540113909205687 Movie Vector: [1.3291312180430248, -0.5108742139097454] User Vector: [1.6072243955501468, -0.1063242980631522] Predicted: 2.190530460718549 Movie Vector: [1.6142268611232597, -1.129995727059648] User Vector: [1.382617840609882, -0.7064484126266553] Predicted: 3.0301425446369006 Movie Vector: [1.8081139317960402, -0.3494552503084474] User Vector: [1.8834004403555245, -0.5757819133914266] Predicted: 3.6066125880248983 Movie Vector: [1.6718852679313434, -0.17977535328604255] User Vector: [1.7955141941998078, -0.02443421730230649] Predicted: 3.006286399692066 Movie Vector: [1.8821147447086437, -0.4228386765817834] User Vector: [1.8267397499886044, -0.23815468921907332] Predicted: 3.538834831810073 Movie Vector: [2.362742509986187, -0.31011684159369113] User Vector: [1.9860347975219204, -0.7231510188293765] Predicted: 4.916750152371477 Movie Vector: [2.24389181604485, -0.19798645606478138] User Vector: [1.7265636152676516, 0.1779465792589142] Predicted: 3.8389909535835693 Movie Vector: [1.9872042110892882, -0.4483118023002059] User Vector: [1.9651355690164853, 0.2267837817482001] Predicted: 3.803455832182912 Movie Vector: [1.8600408330748854, -0.576162186932987] User Vector: [1.001104142291922, -0.4798182901328247] Predicted: 2.13854773819676 Movie Vector: [1.6760582299999243, -0.38248146707662806] User Vector: [2.157035376216316, -0.4734428940854288] Predicted: 3.796400027415139 Movie Vector: [1.6860969398376389, -0.37477030055689387] User Vector: [1.544860104647181, 0.22546890806558342] Predicted: 2.520284844480893 Movie Vector: [1.9154084169748526, -0.6793828082850524] User Vector: [2.1983813918997273, -0.7907341265577096] Predicted: 4.748009393273234 Movie Vector: [1.9585727630148968, -0.03719422603203422] User Vector: [1.4104664807582168, -0.3994300736304534] Predicted: 2.7773577248011216 Movie Vector: [2.0726916102286266, -0.06698727979030665] User Vector: [1.8758661724288679, -0.2998628058983088] Predicted: 3.908179071182417 Movie Vector: [1.554033041355308, -1.116159237356134] User Vector: [1.124677976010465, -0.15215704095335722] Predicted: 1.9176182223937406 Movie Vector: [2.0390797205826496, -0.644976766020293] User Vector: [1.98306936940938, -0.3888489712093237] Predicted: 4.2944350875921975 Movie Vector: [1.7565614892134918, -0.24425487442410218] User Vector: [1.6280035578455667, -0.19409239069015033] Predicted: 2.907096366528768 Movie Vector: [2.212033304577199, -0.10808190145915164] User Vector: [1.7360772381181144, -0.3748901484354725] Predicted: 3.880779510116879 Movie Vector: [1.8960641138844503, -0.24519708501463494] User Vector: [1.9117603345987744, -0.33537656825331164] Predicted: 3.707053521698389 Movie Vector: [1.9552664876711487, -0.04821652351218346] User Vector: [1.6333570367885357, -0.1948368071737045] Predicted: 3.2030426299286052 Movie Vector: [1.619703733210426, -0.3701123439973632] User Vector: [1.0459167042400783, -0.9715098128644887] Predicted: 2.0536429645405154 Movie Vector: [2.274373654885419, 0.07529297610438114] User Vector: [1.9127580951914889, 0.23860010115784175] Predicted: 4.368291531587318 Movie Vector: [1.9465146072090074, -0.012378292433196356] User Vector: [1.8883403353499875, -0.5429021668074047] Predicted: 3.682402247924064 Movie Vector: [1.9921989688385109, 0.23679773429369477] User Vector: [1.8372480653722207, -0.45471174215280785] Predicted: 3.5524889910365633 Movie Vector: [2.208508010970046, -0.08747409033440258] User Vector: [2.095741044545631, -0.9120463939088913] Predicted: 4.708241314447711 Movie Vector: [1.84658613832322, -0.4251106109860684] User Vector: [1.7444779821285177, -0.14955933777421776] Predicted: 3.2849081218684524 Movie Vector: [1.7368527169668717, -0.2788696079963987] User Vector: [2.0548524225244456, -0.430834345731057] Predicted: 3.6891226181329464 Movie Vector: [1.9439504759422015, -0.6034791260349064] User Vector: [1.8076054448257772, -0.15445492563553267] Predicted: 3.6071057883191022 Movie Vector: [2.1690782391301098, -0.16552750224049723] User Vector: [1.457167021125748, -0.379397759171775] Predicted: 3.22351003973325 Movie Vector: [1.9913869011453256, 0.13972015711871758] User Vector: [2.2037839560286905, -0.17714446375957077] Predicted: 4.363835850680562 Movie Vector: [1.465090329828592, 0.20785394549230274] User Vector: [1.7584920663453945, 0.3853060887739602] Predicted: 2.6564371122568113 Movie Vector: [1.9605236297629691, 0.405749508647984] User Vector: [1.6699860349261995, -0.46158415582811474] Predicted: 3.0867595384200293 Movie Vector: [1.9547049196977964, -0.03475763677648976] User Vector: [1.834255864726117, -0.4505797249737072] Predicted: 3.601090049184163 Movie Vector: [1.4435503380144046, -0.6702176019811447] User Vector: [1.8022490943689937, -0.8650360013392657] Predicted: 3.1813996438074765 Movie Vector: [2.3037915844438652, -0.36348778518909813] User Vector: [2.3961859301159447, 0.4403192836316046] Predicted: 5.360262299380606 Movie Vector: [1.8892143513057806, -0.23346392985389242] User Vector: [2.0184380185776165, -0.2580968456873537] Predicted: 3.8735183757951 Movie Vector: [1.973456442345395, 0.09147803685946987] User Vector: [1.7791860346237647, -0.2950272806382387] Predicted: 3.4841576257064513 Movie Vector: [1.4057629355488706, -1.1656554457723385] User Vector: [2.0302660247507123, -0.4037776401680482] Predicted: 3.324738332041686 Movie Vector: [1.9710353263957525, -0.14838316347330582] User Vector: [1.8481661410442163, -0.6347884647306825] Predicted: 3.736992673579767 Movie Vector: [1.2543968150997822, -0.5446247747711489] User Vector: [1.453168427332602, -0.17783342070468497] Predicted: 1.919702333747647 Movie Vector: [1.924715310243022, 0.13186981579468163] User Vector: [1.952975053019049, -0.3830120043620656] Predicted: 3.7084132626060637 Movie Vector: [1.935408408597349, -0.45428922602252125] User Vector: [1.8550067714419927, -0.15112359300027225] Predicted: 3.6588495235516896 Movie Vector: [2.1204980525102397, -0.6517374060538882] User Vector: [1.2255332999133395, -1.518065769956651] Predicted: 3.58812122288343 Movie Vector: [1.3190855002073598, -0.510209649645804] User Vector: [1.6226422092219122, -0.35939842321703513] Predicted: 2.3237723538018793 Movie Vector: [1.7981901429557945, 0.0036897720146837065] User Vector: [1.8211935630166727, -0.3718624919054043] Predicted: 3.2734802256151805 Movie Vector: [2.022492637623361, -0.18463703884638358] User Vector: [1.6570649168066034, -0.6143627555623459] Predicted: 3.4648357142698583 Movie Vector: [1.6010779859450395, -0.17937461053922557] User Vector: [1.9398663595717267, 0.01908518393880774] Predicted: 3.102453926549543 Movie Vector: [1.581237698146736, -0.7015034115555566] User Vector: [1.8397764930702154, -0.725717192181557] Predicted: 3.4182170331467034 Movie Vector: [2.1582814157143804, -0.3408445103498242] User Vector: [2.0571335747845065, -0.11097619574399355] Predicted: 4.477698791198336 Movie Vector: [2.201546341419366, -0.07730526208442698] User Vector: [2.145557339792048, -0.1885099014802335] Predicted: 4.73811671906409 Movie Vector: [1.0780246087499532, -0.3865302257522982] User Vector: [1.583972661539874, -0.2869073900730548] Predicted: 1.8184598869820854 Movie Vector: [2.0922326935629854, -0.15131865024730148] User Vector: [1.8005123319378469, -0.6312009983610735] Predicted: 3.8626032491504403 Movie Vector: [1.7349502918115283, -0.34633410613407384] User Vector: [1.7615866687104855, 0.0979859243890653] Predicted: 3.0223294373935468 Movie Vector: [2.2719911366030776, -0.5321161153242477] User Vector: [1.9213394971636992, -0.13949920012014919] Predicted: 4.439496080420112 Movie Vector: [1.4547589121388689, -0.9058638227241425] User Vector: [1.567338204317478, 0.0487244163474006] Predicted: 2.2359615350141233 Movie Vector: [2.0230053446928684, -0.1773553241721031] User Vector: [1.7951694090888142, -0.024397143068610204] Predicted: 3.635964272433616 Movie Vector: [0.9789835494065159, -0.7462225620745331] User Vector: [1.730360354101707, -0.32709226082518106] Predicted: 1.938077946118523 Movie Vector: [1.6582093439990022, -0.9614005245278178] User Vector: [1.8224891943598196, -0.4395998314462385] Predicted: 3.4447001199594203 Movie Vector: [1.611967044552409, 0.5588838459757882] User Vector: [2.2475673578381614, 1.010904256388635] Predicted: 4.187982569970623 Movie Vector: [1.843515868556145, -0.6373506444140029] User Vector: [2.114252277604499, -0.32472001180186455] Predicted: 4.104618132670907 Movie Vector: [1.7504664139828858, 0.10367994494576867] User Vector: [1.630019782556591, -0.008183155701097537] Predicted: 2.8524464543604267 Movie Vector: [1.8326468239820461, 0.2577297101537816] User Vector: [2.1153118473679537, 0.0021302797970417595] Predicted: 3.877168575205113 Movie Vector: [1.928487062994812, 0.00332410478678928] User Vector: [1.8852795591669902, 0.2376904262010325] Predicted: 3.6365273478656115 Movie Vector: [2.276523474753634, -0.425200323837585] User Vector: [2.1267197026651954, 0.053665440754395215] Predicted: 4.81870876455073 Movie Vector: [2.0304893542296205, -0.15839733614660514] User Vector: [1.8640506939804864, -0.3717745517934649] Predicted: 3.8438231885228964 Movie Vector: [2.3061501988837056, -0.019013510420997724] User Vector: [2.147301198338789, 0.1879644438723167] Predicted: 4.948425221699874 Movie Vector: [1.8165444358104896, -0.4187293307924845] User Vector: [1.6533083751002091, -0.4235306606707651] Predicted: 3.180652839579935 Movie Vector: [1.3175315514396178, -1.1481080605380467] User Vector: [1.8696906955661485, -1.3702057968613235] Predicted: 4.0365208028139286 Movie Vector: [1.3610211282290732, -0.23878815555479058] User Vector: [1.9150963979569566, -0.46506668130114653] Predicted: 2.7175390752526996 Movie Vector: [1.422214941139963, -0.2112320567806046] User Vector: [1.7500481369985048, -0.3527831581021701] Predicted: 2.563463720236909 Movie Vector: [1.913180609683887, -0.29771928933911695] User Vector: [1.5765638264145228, -0.2314622990976874] Predicted: 3.08516213382146 Movie Vector: [2.238617610376001, -0.31064277343901836] User Vector: [2.132026480173657, -0.6055019994118496] Predicted: 4.960886844724876 Movie Vector: [1.915071580218426, -0.23130450101415004] User Vector: [1.9691743214857707, -0.35312053803405097] Predicted: 3.852788149421116 Movie Vector: [2.0816853308409153, -0.019144083491306828] User Vector: [2.111960496353024, 1.8379326946809746] Predicted: 4.361251647615213 Movie Vector: [1.8252182189560848, -0.2973969206235254] User Vector: [1.0778977495533335, -0.11855789569953304] Predicted: 2.0026573637531535 Movie Vector: [2.0779397203033763, -0.8346046128156435] User Vector: [1.7166371903840034, -0.038865768674405436] Predicted: 3.599506153065194 Movie Vector: [1.650392608664043, 0.3421722507422261] User Vector: [1.6067194651265853, -0.32872431332603824] Predicted: 2.539237591277098 Movie Vector: [1.4911154189933018, -0.178210733764649] User Vector: [2.154517133417706, -0.6370290809852257] Predicted: 3.326159138076187 Movie Vector: [1.9263521310705698, -0.1330358544139006] User Vector: [1.6086317377184332, -0.3539793069004364] Predicted: 3.1458831155999976 Movie Vector: [2.123468997591731, -0.04777533588118386] User Vector: [0.931631508268311, -0.45829859871569156] Predicted: 2.0001859944749008 Movie Vector: [1.9634667049752248, -0.6780977722028638] User Vector: [1.87666678119295, -0.15620774424281747] Predicted: 3.790696864577272 Movie Vector: [1.5723850178318781, -0.8632350152424967] User Vector: [1.6180056938860221, -0.5005195710562444] Predicted: 2.976193931382958 Movie Vector: [1.5620972909086688, -0.23943021663167766] User Vector: [1.8274828291740959, -0.2676490736332399] Predicted: 2.918789252316239 Movie Vector: [2.014103185006772, -0.21453352744879656] User Vector: [1.7323490152497976, -0.32860810224858994] Predicted: 3.559627124481607 Movie Vector: [1.358131844333578, -1.2243720438531969] User Vector: [1.7351758622760496, 0.4095734794758232] Predicted: 1.8551272759021984 Movie Vector: [2.084923850685689, 0.7346703165512363] User Vector: [1.5512160092912786, -0.008171159967082432] Predicted: 3.2281641466572526 Movie Vector: [1.5764829106715998, -0.6791290528437798] User Vector: [2.0412466706681243, -0.36182551749108016] Predicted: 3.463716713762025 Movie Vector: [1.9097506196569651, -0.426441605356753] User Vector: [1.8121043918897972, -0.07721017586332204] Predicted: 3.4935931166396808 Movie Vector: [1.9137154011545932, -0.41860547007679283] User Vector: [1.7805846219547103, -0.90380884263743] Predicted: 3.7858715395255613 Movie Vector: [2.1963732798369504, 0.313863869775582] User Vector: [1.7411356399210987, 0.00889894459898458] Predicted: 3.826976853283267 Movie Vector: [1.5965782913445292, -0.4598093585164853] User Vector: [2.130693794983532, -0.5410258081139521] Predicted: 3.650588188342937 Movie Vector: [2.118258730435687, -0.3975810048930696] User Vector: [1.5560773255934806, 0.055736452886950234] Predicted: 3.2740146252234363 Movie Vector: [2.1618227604287803, 0.522701834263675] User Vector: [2.052197103357221, 0.21036001247828578] Predicted: 4.546441971301784 Movie Vector: [1.8011898041618108, 0.05257267998987481] User Vector: [1.972476082249945, -0.5434372035727882] Predicted: 3.5242338581036097 Movie Vector: [1.9523469404468168, -0.9210934099123708] User Vector: [2.4163660942340535, -0.7984638857935564] Predicted: 5.453044774334748 Movie Vector: [2.118931558648045, 0.4104689545603044] User Vector: [1.8646735363280766, -0.16392883418692536] Predicted: 3.8838279055104166 Movie Vector: [1.6404263048648784, -0.7213916478264323] User Vector: [2.113890675986117, 0.14221592510010106] Predicted: 3.3650884899411033 Movie Vector: [1.7904047330745507, -0.4457668161289425] User Vector: [1.4054107101357527, -0.11369773400082143] Predicted: 2.5669366642273386 Movie Vector: [1.7303462345440088, -0.9594259864515868] User Vector: [1.9082742996110367, 0.23773006189693513] Predicted: 3.0738908496643993 Movie Vector: [1.9741048290447871, -0.14738439583545093] User Vector: [2.0135505472730917, -0.02070114511503966] Predicted: 3.9780108846634663 Movie Vector: [2.228566649622507, -0.09620341741291352] User Vector: [1.3810216508342876, -0.7053310432720512] Predicted: 3.1455540502260995 Movie Vector: [1.9818487612021922, -0.3903022541765654] User Vector: [2.007966789101516, -0.07573744598006465] Predicted: 4.009046989407578 Movie Vector: [1.543653306886708, -0.409793857941571] User Vector: [2.0937859159099452, 0.02979679201998226] Predicted: 3.2198690106510504 Movie Vector: [0.9724623894899853, -0.36056349009094735] User Vector: [2.259832496331644, -0.37958477906213917] Predicted: 2.334466521953835 Movie Vector: [1.9335814507451383, -0.6859194529447094] User Vector: [1.1777690124394846, -1.8720397730967986] Predicted: 3.561380812768701 Movie Vector: [1.9201119912006264, -0.5456532126828676] User Vector: [1.8173766069129635, 0.42650057091323335] Predicted: 3.2568452087312054 Movie Vector: [1.2582247004250233, -0.5450932173333799] User Vector: [1.327601417029201, -0.41336202538489764] Predicted: 1.895741731565899 Movie Vector: [1.6321548287383951, -0.4233843392319813] User Vector: [1.96850781389733, -1.4210104652014615] Predicted: 3.8145431107128402 Movie Vector: [2.047124174308282, -0.3927643432413756] User Vector: [1.8381508395536112, -0.17687028160915244] Predicted: 3.832391359670398 Movie Vector: [1.8454318078234637, -0.12213480722372229] User Vector: [1.8223185673379871, -0.4702561652265735] Predicted: 3.4203992942385204 Movie Vector: [1.679978993952877, -0.730215505107246] User Vector: [1.9175014432182298, 0.024715182670781315] Predicted: 3.203314735883189 Movie Vector: [1.698610316333618, -0.5332746510965475] User Vector: [1.4804050869946244, -0.048166711158141154] Predicted: 2.540317439209162 Movie Vector: [1.7782030479968534, -0.20480737412824454] User Vector: [2.2865317548720365, 0.0522593013727277] Predicted: 4.0552146455671245 Movie Vector: [2.1618711377653788, -0.09724983607114343] User Vector: [1.7156285243656986, 0.0214759005445863] Predicted: 3.7068792621457693 Movie Vector: [2.232817772192549, 0.2860825666307668] User Vector: [2.229529130437346, -0.05457691123688934] Predicted: 4.962518763216077 Movie Vector: [1.8331353779933939, 0.3006183215882604] User Vector: [0.9377167804375888, -0.21697081436444682] Predicted: 1.6537364027103296 Movie Vector: [2.1918084765794212, 0.04738901606416278] User Vector: [2.09058274009685, -0.2925598302363213] Predicted: 4.568292848240111 Movie Vector: [1.7128153681707292, -1.288939623663939] User Vector: [1.9545598406432525, -0.18310868936680508] Predicted: 3.583816178225141 Movie Vector: [1.7959997203998868, -0.040100513999154166] User Vector: [2.078438250868452, -0.824680480071187] Predicted: 3.7659446285640934
avg loss: 0.9823299117084341: 86%|██████████████████████████████████████▍ | 59864/70000 [01:24<00:14, 697.36it/s]
Movie Vector: [2.127198977834371, 0.01911695332660856] User Vector: [2.1480579214033053, 0.12719058357753504] Predicted: 4.571778111187971 Movie Vector: [1.8696590110096512, -0.3387278540261939] User Vector: [2.0821366259187934, -0.3612533620331779] Predicted: 4.015252080883549 Movie Vector: [1.7366019206573642, -0.033743982632257655] User Vector: [1.8533619203811262, -0.21766440757721056] Predicted: 3.2258967345960308 Movie Vector: [1.7908282602722747, -0.6295649642142046] User Vector: [1.9134745169527725, 0.09266439383127156] Predicted: 3.3683659844835496 Movie Vector: [1.6970524123436297, 0.04041518975319052] User Vector: [1.799716948894806, -0.07877784785331446] Predicted: 3.0510301679883076 Movie Vector: [1.9979692787031833, -0.05331037334090568] User Vector: [2.0149116670483216, -0.7766414513936126] Predicted: 4.067134655788981 Movie Vector: [1.8151299103154979, -0.5583284287290454] User Vector: [1.695372965334154, -0.3246695739355536] Predicted: 3.258594431589869 Movie Vector: [2.2199789983823965, -0.07892476592320882] User Vector: [1.6316656623785275, -0.3235522734027219] Predicted: 3.647799790304265 Movie Vector: [1.5839726712952578, -0.4207560780986981] User Vector: [1.8759116502275623, -0.7315602707276491] Predicted: 3.2792012181290344 Movie Vector: [1.5155852745252796, -0.6860429540021119] User Vector: [1.5537188635009782, -0.08208330638363186] Predicted: 2.4111061042599227 Movie Vector: [2.077276730308226, 0.19921187227625153] User Vector: [2.0467733701250563, -0.26454409499553944] Predicted: 4.199014369511637 Movie Vector: [1.563932397531205, -0.4991145237546295] User Vector: [2.2158821175212187, -0.6479274824647523] Predicted: 3.7888798495394136 Movie Vector: [1.7036209320999411, -0.32725758252144854] User Vector: [1.625365208250295, -0.3579165807839812] Predicted: 2.886137106053891 Movie Vector: [2.1719099530905033, 0.14012431325668698] User Vector: [1.8785783467310815, -0.6368470452969816] Predicted: 3.990865254053749 Movie Vector: [1.6401638769275446, -0.16780732226552303] User Vector: [1.6858618079668775, 0.013241316558989356] Predicted: 2.7628676490439994 Movie Vector: [2.124500163962657, -0.42606896835459246] User Vector: [2.080686267545791, -0.11647539724847283] Predicted: 4.47004486890023 Movie Vector: [1.7929970277378673, -0.7287587858124743] User Vector: [1.9602263513021496, -0.41335965207275716] Predicted: 3.8159194997266077 Movie Vector: [2.060532708421041, 0.04153863772584768] User Vector: [2.288955863344768, -0.37336893717489245] Predicted: 4.700959187534625 Movie Vector: [1.6441310595161276, -0.43202964363396495] User Vector: [2.1743294886091733, 0.8779082666888502] Predicted: 3.195600250243264 Movie Vector: [1.9373970913241645, -0.2558499478084197] User Vector: [1.8974720963806972, 0.06241288985843197] Predicted: 3.660188585783875 Movie Vector: [1.9560690594066448, -0.7990605675241923] User Vector: [1.754983829445056, -0.9092103262659551] Predicted: 4.159383687841392 Movie Vector: [2.011373171457512, 0.442522685924262] User Vector: [1.372112123252173, -0.10540720349535485] Predicted: 2.713184434134494 Movie Vector: [2.059407630745968, -0.5102385780005064] User Vector: [1.6663139271125178, -0.47107249418105324] Predicted: 3.6719789762798927 Movie Vector: [1.925447919895134, -0.1043097573685009] User Vector: [1.891027065458347, -0.05076050540714651] Predicted: 3.6463689456550954 Movie Vector: [1.8552835226747777, -0.2972325090982011] User Vector: [1.912631937916985, -0.20074529606399322] Predicted: 3.6081425473976725 Movie Vector: [2.0281358413510886, -0.035844583992878265] User Vector: [1.358757679040945, 0.30989354700164246] Predicted: 2.744637143299608 Movie Vector: [1.594956093707282, -0.4528130184639447] User Vector: [1.5914285448277345, -0.7274644499121317] Predicted: 2.867664028662633 Movie Vector: [2.340853290974659, -0.14429498647859793] User Vector: [2.2244272195352615, -0.5309565338236202] Predicted: 5.283672143251529 Movie Vector: [2.14096855484877, -0.0055570391016228] User Vector: [1.5617428490415821, -0.07370250724949508] Predicted: 3.34405189827263 Movie Vector: [1.4802339288348172, -0.31260926213346796] User Vector: [1.6863175063807838, -0.6861240851572229] Predicted: 2.71063313172596 Movie Vector: [1.628651210200686, -1.0391722047780831] User Vector: [1.6179547549143405, -0.6356454668781143] Predicted: 3.2956290709141194 Movie Vector: [1.965919662603878, -0.6927848195386038] User Vector: [1.5742980537559037, -0.0890537499183521] Predicted: 3.156638584744169 Movie Vector: [1.9501354843211558, 0.6496948843570793] User Vector: [1.5388319116130702, 0.17814135511688675] Predicted: 3.116668242354284 Movie Vector: [1.609420707740028, -0.21319022322754744] User Vector: [2.3091697589694413, -0.37296144173259743] Predicted: 3.7959373607907083 Movie Vector: [2.1250350159100337, 0.5189309146071996] User Vector: [1.8888284404206221, -0.17650950491189366] Predicted: 3.922230336119768 Movie Vector: [1.5979737130433127, -0.1681386977750854] User Vector: [1.535610510990347, -0.013670112062102394] Predicted: 2.4561637048761447 Movie Vector: [1.8771972625434983, -0.8697996223946329] User Vector: [1.8326608176454044, -0.16223310449286119] Predicted: 3.5813761630824823 Movie Vector: [1.7276808951106037, -0.229060699513315] User Vector: [2.1633169412437914, -0.16392672710929557] Predicted: 3.7750705202365906 Movie Vector: [2.126044262981406, -0.3391054125023262] User Vector: [1.991849341660653, -0.6589136277391612] Predicted: 4.458201043098814 Movie Vector: [2.113648025302487, 0.002210210359761074] User Vector: [1.770131975796479, -0.18933176738782986] Predicted: 3.7410174921333055 Movie Vector: [2.0596309104289277, -0.07707765800253752] User Vector: [1.6909106588413523, -0.26668471405118255] Predicted: 3.503207292907534 Movie Vector: [1.2792738782353619, -0.7603327697080297] User Vector: [2.107866524842015, -0.08861873162521054] Predicted: 2.763918309701748 Movie Vector: [2.1011897778503354, -0.17249814273307798] User Vector: [1.8180825288942695, -0.7160928391210231] Predicted: 3.9436611097737595 Movie Vector: [1.8257875807234345, -0.5340730579139363] User Vector: [1.4352121299416858, -0.04004024318005147] Predicted: 2.6417768976659457 Movie Vector: [1.8090146586240687, -0.19547833714869303] User Vector: [2.1079253351214255, -0.3225326257654669] Predicted: 3.8763159718805467 Movie Vector: [1.9672485120246004, -0.6054698792940656] User Vector: [2.1149282474276734, 0.6588437217728488] Predicted: 3.7616794190954264 Movie Vector: [2.368166393363998, -0.3120917751626144] User Vector: [1.8648172727788725, -0.2647189076174607] Predicted: 4.498814188957071 Movie Vector: [2.2100853763943746, 0.22872932370900367] User Vector: [1.9502271798091464, -0.12105336503069204] Predicted: 4.282480116426868 Movie Vector: [1.2908198381268525, -0.7320137772409987] User Vector: [1.9037532449768473, -0.2698501334954222] Predicted: 2.654936471023456 Movie Vector: [1.4987150813617494, -0.7595565625187003] User Vector: [2.2760059206825205, -0.4789066880564327] Predicted: 3.7748411163428868 Movie Vector: [1.7436436032157352, -0.23027028394617705] User Vector: [1.2774182620094576, 0.13379886633738947] Predicted: 2.1965522782405653 Movie Vector: [1.6200736400935487, -0.6578933912191043] User Vector: [1.7583082292050973, 0.08257715959426054] Predicted: 2.7942618457320347 Movie Vector: [1.4739147204777319, -0.6255566137929197] User Vector: [2.146021836730439, 0.5510713193430207] Predicted: 2.8183268671370367 Movie Vector: [1.251460665166059, -2.1675423560496725] User Vector: [1.7970348345199965, -0.6036671071179115] Predicted: 3.557392432967021 Movie Vector: [2.117656457177311, 0.7321708185227019] User Vector: [1.5358575112852555, -0.1794346186147181] Predicted: 3.121041784495049 Movie Vector: [1.739914060506264, -0.1886821899766227] User Vector: [2.02131579741032, -0.47559694595979235] Predicted: 3.606652449947534 Movie Vector: [2.2332572299779367, -0.23385665185712345] User Vector: [2.0597355568729876, -0.045799454760303455] Predicted: 4.610629831376357 Movie Vector: [1.2499173361712541, -0.7262159955998443] User Vector: [2.1839309423349076, 0.005865979325107247] Predicted: 2.7254731778094734 Movie Vector: [1.5242519042743206, -0.5541541549407103] User Vector: [1.9944077707973047, -0.5198250047578649] Predicted: 3.3280430287659395 Movie Vector: [2.207612337125176, 0.07508608811134643] User Vector: [1.58448872857695, -0.32187503750996016] Predicted: 3.473768527814943 Movie Vector: [1.8106675145588524, -0.012528462736219069] User Vector: [2.057679467177861, -0.31740783366817754] Predicted: 3.7297499988100173 Movie Vector: [1.6982663258440236, -0.6454761167432537] User Vector: [2.0149745735729163, -0.020807461280607713] Predicted: 3.4353941850374974 Movie Vector: [2.0549433521823626, -0.0720880080243615] User Vector: [1.913099079490353, 0.08917386249565903] Predicted: 3.924881869349748 Movie Vector: [1.989180047371836, -0.24459393989650655] User Vector: [1.8950213840820762, 0.04731421383216814] Predicted: 3.7579659565847106 Movie Vector: [1.599552721938913, -0.5301444148458533] User Vector: [2.142671933962971, -0.32138119640354906] Predicted: 3.5976951705024045 Movie Vector: [1.9739431928938207, -0.4179639553188799] User Vector: [1.8880830845790881, -0.8296450777060095] Predicted: 4.073730490611702 Movie Vector: [1.806483424864674, 0.5573464111709875] User Vector: [2.1028020602479636, -0.22796190757946355] Predicted: 3.6716233165361274 Movie Vector: [1.7133046533155467, -0.47596709231502027] User Vector: [1.7911182882361825, -0.31251440347917914] Predicted: 3.217477869804176 Movie Vector: [1.9334322913602455, 0.538887810921438] User Vector: [2.181205619227941, -0.683696423816485] Predicted: 3.8487777091464404 Movie Vector: [2.03131499765473, -0.4431737756958311] User Vector: [1.8552133668371371, -0.2445516140078402] Predicted: 3.876901598038167 Movie Vector: [1.5475879227142066, -0.10174018745571148] User Vector: [1.2536326618388112, -0.23870634507451044] Predicted: 1.9643927952765556 Movie Vector: [1.6221791509960255, -0.3681784967845564] User Vector: [1.5835760273013275, -0.3890443300863118] Predicted: 2.7120817721390593 Movie Vector: [1.9035854180664609, -0.3055885643229514] User Vector: [1.7891562396926388, -0.2530753772515051] Predicted: 3.4831486697213054 Movie Vector: [2.156807527182203, -0.8363902306242175] User Vector: [1.5446876481346936, -0.08105431472940222] Predicted: 3.399386983631894 Movie Vector: [1.8804084414990985, -0.42519139331272215] User Vector: [1.5988977648188896, -0.39252183396366086] Predicted: 3.173477759548154 Movie Vector: [1.7694993457603208, -0.5355811085889415] User Vector: [1.4979236831791993, 0.2777732414129549] Predicted: 2.5018048768121894 Movie Vector: [2.260939077114884, -0.17501972695948792] User Vector: [1.8509673407884595, -1.1325933555644017] Predicted: 4.383150571099062 Movie Vector: [1.2630346949708808, -1.5141037832671431] User Vector: [2.076305272297351, -0.8519957140163421] Predicted: 3.9124555301820507 Movie Vector: [1.4510326290165199, -0.09537249019028958] User Vector: [1.9599616248742793, -0.4781646953768203] Predicted: 2.889572027031984 Movie Vector: [1.9181671122852497, 0.1984388947046068] User Vector: [1.538299929380173, -0.24167335985224256] Predicted: 2.902758938959142 Movie Vector: [1.8867179604688793, -0.2073676814044324] User Vector: [2.03452620869227, -0.37742461394684973] Predicted: 3.916842806083483 Movie Vector: [2.1896523902269296, 0.1300095301545012] User Vector: [1.6065256700696537, 0.04626768346618014] Predicted: 3.523748013217712 Movie Vector: [1.7097934410009001, -1.5724127508542731] User Vector: [1.9657919835365043, -0.7094936441351446] Predicted: 4.4767150925110295 Movie Vector: [1.934273624299169, 0.2024366906183677] User Vector: [1.8727488386574045, -0.16236452650962008] Predicted: 3.5895401461314917 Movie Vector: [1.995799656645303, -0.5281665546606285] User Vector: [2.1746100557415966, -0.329738437082646] Predicted: 4.514242816839623 Movie Vector: [1.598201854425932, -0.8176076997153859] User Vector: [2.0310777759779794, -0.49944752466089815] Predicted: 3.654424409817845 Movie Vector: [2.235114290675085, -0.41049226353823287] User Vector: [2.1844898960780177, -1.1104130600481843] Predicted: 5.338400555040904 Movie Vector: [2.2361052181271432, -0.3315968349387776] User Vector: [2.0001285581996293, -0.25534870536314797] Predicted: 4.557170728419445 Movie Vector: [2.1614468250670904, -0.35081675538717055] User Vector: [2.012151188446571, 0.03530757731736507] Predicted: 4.336771308107754 Movie Vector: [1.2874216470147049, -0.8772776511824522] User Vector: [2.000588167041098, -0.5426166750342863] Predicted: 3.0516259951766904 Movie Vector: [2.139217015851877, -0.3512068258312421] User Vector: [1.535776141800928, -0.48936020369847943] Predicted: 3.457225098908963 Movie Vector: [1.6040030283499054, 0.18948745634675945] User Vector: [1.9779447551796583, -0.20070646639642117] Predicted: 3.13459801942718 Movie Vector: [1.872430201719106, -0.7189071853433463] User Vector: [1.7300185222422717, -0.6760003125456345] Predicted: 3.725320412563291 Movie Vector: [1.9443702572882389, -0.4398255249902443] User Vector: [1.9603260141017567, -0.047462026277360944] Predicted: 3.832474607032401 Movie Vector: [0.8284867313264274, -0.6603460403107078] User Vector: [2.2206810144105713, -0.11621672113667185] Predicted: 1.9165480065681642 Movie Vector: [1.8452266068523333, 0.3038319002051332] User Vector: [2.1131804369529212, 0.04697281672809824] Predicted: 3.9135686075098555 Movie Vector: [1.6715149874027615, -0.17977031433122537] User Vector: [1.730100276955741, -0.1594637675670646] Predicted: 2.920555394261162 Movie Vector: [1.95889994752044, 0.24503911240746398] User Vector: [1.972728951826017, -0.5494430379203517] Predicted: 3.7297436058735736 Movie Vector: [1.9007456119227613, 0.13356666751312596] User Vector: [1.66707497917536, -0.3845251525548308] Predicted: 3.117325708212069 Movie Vector: [1.7623478224238418, -0.7284801331348172] User Vector: [1.5630898688239276, -0.43817355026058635] Predicted: 3.073908752804605 Movie Vector: [2.48705002624867, 2.3821527715054622] User Vector: [2.0410360443495423, -0.23937720397126294] Predicted: 4.505925677798638 Movie Vector: [1.2262905751389819, -1.6619227880846459] User Vector: [1.9623347247951557, -0.1468514556954731] Predicted: 2.6504483589679566 Movie Vector: [2.255990291379398, 0.22587994057666075] User Vector: [1.6430401678984121, 0.22918228774299754] Predicted: 3.7584503486618055 Movie Vector: [2.2672768237445458, -0.11597391665327361] User Vector: [1.7982985940007792, -0.42557454811395606] Predicted: 4.126596271523091 Movie Vector: [0.9516412868462739, 0.05758403464572689] User Vector: [1.7226899942953546, -0.2935045817080975] Predicted: 1.6224817450066729 Movie Vector: [2.3121655560150116, -0.22734574069334507] User Vector: [1.4738607282180558, -1.048851729908767] Predicted: 3.646261983562596 Movie Vector: [1.623110650378802, -0.6138239550426308] User Vector: [2.023683442803503, -0.6498066227916929] Predicted: 3.6835290202244986
avg loss: 0.9819350813931035: 86%|██████████████████████████████████████▌ | 60003/70000 [01:24<00:15, 660.81it/s]
Movie Vector: [1.6289442251516184, 0.04167995607457851] User Vector: [1.9882719934705888, 0.03918332462031882] Predicted: 3.240417341043643 Movie Vector: [1.9589664224062893, -0.11595423601576367] User Vector: [1.8659301460769544, -0.498736920019832] Predicted: 3.7131251612541707 Movie Vector: [2.154434936798224, -0.492640196928754] User Vector: [1.876019734295976, -0.25412267772660013] Predicted: 4.1669535036894665 Movie Vector: [1.8562394789956382, -0.4951102995011595] User Vector: [2.2801277532037285, -1.1967964068744283] Predicted: 4.825009380099893 Movie Vector: [1.9230742783033261, 0.19766795837659232] User Vector: [1.8880593864359596, -0.7518135350450482] Predicted: 3.4822689954119106 Movie Vector: [1.398357393375165, -0.48132927533600706] User Vector: [1.8949090246760634, -0.2879056812591924] Predicted: 2.7883374773547027 Movie Vector: [2.267711786670612, 0.009242915348441249] User Vector: [1.539111224992598, -0.3450349185321274] Predicted: 3.48707153736851 Movie Vector: [1.797439258779019, -0.2176395616242865] User Vector: [1.7617206416374733, -0.0764295917115637] Predicted: 3.183219947115785 Movie Vector: [0.8384446657343778, -1.7718110474928082] User Vector: [2.1615525246311926, -0.35340747986951454] Predicted: 2.4385134610810986 Movie Vector: [2.0083646650724947, -0.44383386406399683] User Vector: [1.7536023080909156, 0.010680443559524324] Predicted: 3.5171325696244238 Movie Vector: [1.4581667994265612, -0.05640992117823651] User Vector: [2.2491624695399675, -0.37562861361970123] Predicted: 3.3008432200860125 Movie Vector: [1.6545871028018144, 0.043403718271557215] User Vector: [2.0955589285694325, -0.11761346513483034] Predicted: 3.462179914666518 Movie Vector: [1.3310653216594481, -0.407420661271229] User Vector: [1.1306934491959666, -0.09639433983955745] Predicted: 1.5442998853324963 Movie Vector: [2.3527403253461063, 0.22062714343736553] User Vector: [1.74163045138445, 0.4037545904689443] Predicted: 4.186683416767823 Movie Vector: [2.098812049897991, -0.1992312976289674] User Vector: [1.9052362319764384, -0.09754946157576996] Predicted: 4.018167667387141 Movie Vector: [1.7405291403552519, -0.7176947024942069] User Vector: [1.5444188690554745, -0.24104034116572967] Predicted: 2.861099422447596 Movie Vector: [2.104082793756532, -0.399272002125368] User Vector: [1.6280874263404574, -1.2686654901695662] Predicted: 3.932173350781676 Movie Vector: [2.1768640690633614, -0.09299329428352583] User Vector: [1.8440193930903013, -0.1397116455070419] Predicted: 4.027171805639775 Movie Vector: [2.3052504790505224, -0.1010490817745433] User Vector: [1.8141448162208182, 0.03748226051114893] Predicted: 4.178270658652577 Movie Vector: [1.7475664910295603, -0.7187930349747441] User Vector: [1.9860843391261038, -0.02020483255060281] Predicted: 3.485337532325573 Movie Vector: [0.9164630723117573, 0.06357754896135065] User Vector: [2.2837105013042636, -1.5468074681848962] Predicted: 1.9945941147536208 Movie Vector: [2.2355591387236453, 0.2860154603903536] User Vector: [1.5313681547773559, 0.1756547767877217] Predicted: 3.4737040550155887 Movie Vector: [1.70150799183266, -0.4088631072549035] User Vector: [1.8420789994053117, -0.13962875397351046] Predicted: 3.191401185286988 Movie Vector: [1.8175447149515622, -0.5281819592481185] User Vector: [1.7195313375532835, 0.018209878213057237] Predicted: 3.1157069656113188 Movie Vector: [1.9322985151049454, -0.19652858964812472] User Vector: [1.7944328913728849, 0.1765433501370206] Predicted: 3.4326841958411154 Movie Vector: [1.5559966825934193, -0.6915468548737201] User Vector: [1.7776024713583358, -0.5145022081645434] Predicted: 3.1217459322852084 Movie Vector: [1.5628404071751858, -0.6226018773442598] User Vector: [1.644815274711567, 0.017440841332549945] Predicted: 2.5597250731020815 Movie Vector: [1.368616073067049, -1.4006445100012324] User Vector: [1.7269421966249636, 0.3808300747237365] Predicted: 1.8301132941534808 Movie Vector: [2.21193837078548, -0.6198339842016756] User Vector: [1.8655845364186514, 0.2259358785202503] Predicted: 3.9865152842911447 Movie Vector: [2.29464105365262, -0.10126828436690646] User Vector: [1.8808363735181748, -0.5418313554555759] Predicted: 4.370714689661099 Movie Vector: [2.0680529787767443, -0.45853040358930314] User Vector: [1.8824556448194765, -0.14443349058723393] Predicted: 3.9592451504147914 Movie Vector: [1.9225355698378186, -0.33179479465696077] User Vector: [2.184500687843003, 0.5670684560900295] Predicted: 4.011629912768523 Movie Vector: [1.343166667347763, -0.46351392229539845] User Vector: [1.5532694788960097, -0.06836200721795135] Predicted: 2.1179865315633286 Movie Vector: [2.105944190602665, -0.2155770011401516] User Vector: [2.163140395892283, 0.32265931068398407] Predicted: 4.485895023600099 Movie Vector: [1.6287982450828087, -0.9661907441905441] User Vector: [2.1512029983103975, 0.1879322747124516] Predicted: 3.3222972441030065 Movie Vector: [1.1087604042583123, -0.7323736238401387] User Vector: [1.428514867009996, -0.5224176308653236] Predicted: 1.9664856149098295 Movie Vector: [1.8457894064359825, -0.9190905436657674] User Vector: [2.064709445360661, -0.2689110339220455] Predicted: 4.058172409980157 Movie Vector: [1.9208236764931665, -0.3437614835531306] User Vector: [2.018852632571657, -0.052447491548411274] Predicted: 3.8958893634975205 Movie Vector: [1.6401815480513582, -0.5880352599075775] User Vector: [1.6281655144822162, -2.248143865131164] Predicted: 3.9924748960693073 Movie Vector: [2.1008898201656443, -0.11214675842449749] User Vector: [1.926992370262554, -0.15652800347362422] Predicted: 4.0659527624136915 Movie Vector: [1.2698808953456167, -0.27008067409660835] User Vector: [2.0406416687506526, -0.5699100190470029] Predicted: 2.7452935515112773 Movie Vector: [2.3287560747761447, -0.5977934593875224] User Vector: [1.7529638370861285, -0.020697013000223367] Predicted: 4.094597723477613 Movie Vector: [1.5074953705757734, -0.6121154390285407] User Vector: [1.8162596072480024, -0.39999145383729734] Predicted: 2.982843894063418 Movie Vector: [2.1553181905597842, -0.39625358830569996] User Vector: [1.779214082907102, -0.21926918795198136] Predicted: 3.9216586803206703 Movie Vector: [2.4872888680533882, 0.2031800361352103] User Vector: [2.0228001150301216, -0.7206887560616083] Predicted: 4.884858640912697 Movie Vector: [2.0037060466682544, 0.10981795952327501] User Vector: [1.8907896583449415, 0.04595384610022919] Predicted: 3.793633229014536 Movie Vector: [2.1619417170885624, 0.7269969604896221] User Vector: [2.372408553413309, -0.8687349629885461] Predicted: 4.497441344038225 Movie Vector: [2.180985866282316, -0.045939030051665775] User Vector: [1.9104491118723854, -0.3556401480741535] Predicted: 4.183000274695233 Movie Vector: [2.038170669366685, -0.5626072885253895] User Vector: [2.01281924605752, -0.48163888531367754] Predicted: 4.373442697365921 Movie Vector: [0.7549454048830585, -0.2674615038034099] User Vector: [1.8058721408143452, -0.6427020516032784] Predicted: 1.535232931733471 Movie Vector: [1.2955985874799585, -0.7610190916408262] User Vector: [2.3873500527380602, -0.7847744722728291] Predicted: 3.6902757121796124 Movie Vector: [1.5590948357409555, -1.1107153945081378] User Vector: [1.7267089734231589, -1.2935695890444878] Predicted: 4.128890699710892 Movie Vector: [1.9167708575150406, -1.1377234062458157] User Vector: [1.9967669508508914, -0.48189480143647684] Predicted: 4.375607695582616 Movie Vector: [1.4872675056493612, -0.04584247027908825] User Vector: [1.8734769569723915, -0.5571126454043768] Predicted: 2.8119008205769385 Movie Vector: [2.07847717828404, 0.0995256093708265] User Vector: [1.667463319593012, -0.4476138989595899] Predicted: 3.421235409343017 Movie Vector: [1.1907274514260227, -0.7403725326199724] User Vector: [1.5528025479908159, -1.1867555433267272] Predicted: 2.727605827750539 Movie Vector: [1.5684413433941327, -0.06364754161615943] User Vector: [1.9269723200646713, -0.42370226520422116] Predicted: 3.049310661922988 Movie Vector: [2.3699439701011094, -0.23516119399192473] User Vector: [1.9674556542455148, -0.025724612982842697] Predicted: 4.668809094924517 Movie Vector: [1.6213704692803834, -0.1011587528655282] User Vector: [1.8645779225756374, -0.1788656546912409] Predicted: 3.0412654078953456 Movie Vector: [1.3360616791997975, -0.07375459451072819] User Vector: [1.6666417709798358, -0.13164032571648454] Predicted: 2.2364452820043232 Movie Vector: [1.8473945177111122, -0.5266875756293756] User Vector: [1.612448988305439, -0.12864872227946952] Predicted: 3.0465871047294875 Movie Vector: [1.822649534744088, -0.558240945702424] User Vector: [1.5480706876124755, -0.06656795425519854] Predicted: 2.8587512762647367 Movie Vector: [1.1773695756079352, -0.7289384326218876] User Vector: [1.8559615422744538, 0.06422689485492256] Predicted: 2.1383352013046046 Movie Vector: [1.4727669382781328, -0.5076027640921418] User Vector: [1.4777573466714984, -0.32550522285148376] Predicted: 2.3416195138212417 Movie Vector: [1.2251567478548777, -0.5671651860829224] User Vector: [1.960263793692892, -0.6579254140240679] Predicted: 2.7747828042920926 Movie Vector: [1.4014987548254323, 0.06582814480830043] User Vector: [2.1534671885673093, -0.36046589631133913] Predicted: 2.9943527821136717 Movie Vector: [1.7203619879983905, -0.45173544341228655] User Vector: [1.7140649792756164, -0.3932732560654241] Predicted: 3.126467704015927 Movie Vector: [2.181559011408244, 1.519737975574972] User Vector: [1.864220088717312, -0.25142453185908026] Predicted: 3.6848067247321246 Movie Vector: [1.8684698507048996, -0.37401775713389307] User Vector: [1.5395695406504908, 0.24312488264261883] Predicted: 2.7857062464596 Movie Vector: [2.0705697520230264, -0.4587235057991626] User Vector: [1.7133352142015505, -0.11944011440806998] Predicted: 3.6023700576159463 Movie Vector: [2.150575083688197, -0.5423072061228714] User Vector: [2.0512523427586316, -0.5721667172926399] Predicted: 4.721662312585221 Movie Vector: [2.200815321054453, -0.10024553646731973] User Vector: [1.9890423190240405, 0.04060360992891067] Predicted: 4.373444479273955 Movie Vector: [1.781098550441976, -0.7191341633106147] User Vector: [1.7567495248908396, 0.2010424783188723] Predicted: 2.98436751783697 Movie Vector: [1.5547970095108017, -0.8662126938489868] User Vector: [1.9627732629010053, -0.40852457970856243] Predicted: 3.4055831761991207 Movie Vector: [2.23894235664437, 0.22661688596609006] User Vector: [1.7460234221655542, -0.318645583765812] Predicted: 3.837035325659758 Movie Vector: [1.921702140689946, -0.3320111422107861] User Vector: [1.4646188746403332, -0.8997522387534335] Predicted: 3.1132889951864673 Movie Vector: [0.98249852206411, -0.7468870019125043] User Vector: [1.7811810945511533, -0.07030509599358269] Predicted: 1.8025177552908598 Movie Vector: [2.38082211878269, -0.5984081963072896] User Vector: [1.66926371084582, -0.8610382318037361] Predicted: 4.489472300108292 Movie Vector: [1.8693287057831767, -0.5019805898022534] User Vector: [1.7881039294707672, -0.5573639003010263] Predicted: 3.6223398636909954 Movie Vector: [1.3992160246891758, -0.5610058797447784] User Vector: [2.550180223697742, -1.7315566816594494] Predicted: 4.539666514365617 Movie Vector: [2.303029475836942, 0.34675197924012624] User Vector: [1.0178623528145734, -0.10877586419607231] Predicted: 2.30644875467316 Movie Vector: [2.0880310327391003, 0.3449298041128744] User Vector: [1.697471597142587, -0.3512971869619162] Predicted: 3.4232005021427487 Movie Vector: [1.9438757229353607, 0.06798661991687127] User Vector: [1.9517091606020918, -0.20462212293940724] Predicted: 3.7799684890260923 Movie Vector: [2.2416984029085887, -0.09941096362167433] User Vector: [1.8358652707107361, 0.6283744617717875] Predicted: 4.052988934547616 Movie Vector: [1.892259121287928, -0.512816677298919] User Vector: [1.7553152539096968, -0.050642104411613154] Predicted: 3.347481415662248 Movie Vector: [1.6417685324785218, -0.46348546657459383] User Vector: [1.9000436283349147, -1.1722536714820742] Predicted: 3.662754379207229 Movie Vector: [1.315812477382151, -2.421377525331024] User Vector: [2.239605859960482, -0.742436727186368] Predicted: 4.744620940143577 Movie Vector: [1.867541207255975, -0.5405557995528338] User Vector: [1.4564727154455523, -0.1792680521926096] Predicted: 2.81692719862583 Movie Vector: [2.206256008087564, 0.31391438040161973] User Vector: [1.903554767549713, -0.4157563654495991] Predicted: 4.069217240772141 Movie Vector: [1.8171262931366283, -0.2932276171015947] User Vector: [2.1247511197200306, -0.11684768517783416] Predicted: 3.8952040943032933 Movie Vector: [1.9590107227597158, -0.22077869954821358] User Vector: [1.5165628504807023, -0.06383667412332661] Predicted: 2.9850566637271667 Movie Vector: [2.0938129394428677, -0.3185491168392753] User Vector: [1.6104813437628898, -0.3426305641879985] Predicted: 3.4811913399263053 Movie Vector: [1.7012560354503183, -0.19733735033091304] User Vector: [1.9842367760263737, -0.3125415663978204] Predicted: 3.4373709155585686 Movie Vector: [2.3201530723250534, -0.139353976834829] User Vector: [1.866563022966586, 0.22566168497873737] Predicted: 4.299265079203229 Movie Vector: [1.6883342685482767, 0.016009891716774464] User Vector: [1.459276185062957, -0.005638218888761792] Predicted: 2.463655723244303 Movie Vector: [1.8171763419472364, -0.9463873336524833] User Vector: [1.4209015283964088, -1.0961380244685026] Predicted: 3.61939978393047 Movie Vector: [1.1230498711767585, -0.6018742731133275] User Vector: [1.7331595805870819, -0.38399720696929185] Predicted: 2.1775426835292775 Movie Vector: [1.4551094297189315, -0.44257815033285536] User Vector: [1.8858895763501176, 0.04767298191035085] Predicted: 2.723076685800962 Movie Vector: [1.8479615957045945, -0.20482598676046948] User Vector: [1.798903474482268, -0.6781761298233384] Predicted: 3.463212630211253 Movie Vector: [2.0926818724472684, -0.4108240704871485] User Vector: [1.9924874739009806, -0.7239979514130341] Predicted: 4.467078203134691 Movie Vector: [1.7050397404790205, -0.3578903193329397] User Vector: [1.6688541076538241, -0.28838331856460303] Predicted: 2.9486721725828025 Movie Vector: [2.363060893414104, -0.13416655423693977] User Vector: [2.1081576652859555, 0.1268320034250137] Predicted: 4.96468832312192 Movie Vector: [1.5450393206789637, -0.7685275228509307] User Vector: [1.667387720938324, 0.008448466082646346] Predicted: 2.5696867129566074 Movie Vector: [2.1077053749393375, -0.4020948503690236] User Vector: [1.904354471613519, 0.04669729852277711] Predicted: 3.995041412347423 Movie Vector: [2.0968534504081604, -0.6224488823573473] User Vector: [1.784467176280353, -0.3762759242199056] Predicted: 3.9759786842122233 Movie Vector: [2.259566826235914, -0.23444166150050136] User Vector: [1.8404927582536443, -0.21741434636389745] Predicted: 4.209687361072969 Movie Vector: [1.6784882036592021, 0.04265633043342876] User Vector: [1.908219616138594, -0.07619386408623145] Predicted: 3.1996739650362587 Movie Vector: [1.8310837340563315, 0.0026987371511638103] User Vector: [2.094483989877631, -0.17485733074836704] Predicted: 3.834703671131692 Movie Vector: [2.2236331997424297, -0.27901555396866284] User Vector: [1.6692482001389235, -0.17311332580899905] Predicted: 3.7600970269391616 Movie Vector: [1.652174470978824, -0.40027310177574466] User Vector: [1.5071329850523478, -1.650899768424198] Predicted: 3.150857413301611 Movie Vector: [2.2469064559142566, -0.23294611302530946] User Vector: [2.1536140837653184, -0.8161668057381131] Predicted: 5.029092273337136 Movie Vector: [2.0042263784349643, -0.24421826850235218] User Vector: [1.7140480093793211, -0.2072884555551237] Predicted: 3.4859638619981754 Movie Vector: [1.63337811786709, -0.16361526623365585] User Vector: [2.0106102869202425, -0.025123775734011426] Predicted: 3.2881974794695106 Movie Vector: [2.009856587203502, -0.4094227154183005] User Vector: [1.7021346982313041, -0.4347855538661628] Predicted: 3.599057717636366 Movie Vector: [2.096853723030303, 0.02021470660738138] User Vector: [2.104413125780878, -0.17484269672183803] Predicted: 4.409112103770796 Movie Vector: [2.212763642138891, -0.6197340378285091] User Vector: [1.5693039058501537, -1.0214289561892684] Predicted: 4.105512917705909 Movie Vector: [1.9688744996590912, -0.04011157535046692] User Vector: [2.222685330737448, -0.6538321487369069] Predicted: 4.402414705955912 Movie Vector: [1.8285087627451309, -0.5357515418241646] User Vector: [1.9053957501172174, -0.2510433608348795] Predicted: 3.61852969321867 Movie Vector: [1.6727862996754084, -0.19285301866166463] User Vector: [1.1405997532166952, -0.4630001168928974] Predicted: 1.9972706107775382 Movie Vector: [1.990650744903285, 0.005226949577593044] User Vector: [2.110492727267979, -0.3933585149414203] Predicted: 4.199197854525452 Movie Vector: [1.841595525499135, -0.0051730056946432505] User Vector: [2.1339856087913502, -0.8926282995656489] Predicted: 3.934555919906551 Movie Vector: [1.8233219878649114, -0.33204271103798605] User Vector: [1.6423175354243678, -0.4800409639892199] Predicted: 3.153867776487629 Movie Vector: [2.018655751654093, -0.5394367591460227] User Vector: [1.9151114795528996, -0.30804934471117146] Predicted: 4.032123943426291 Movie Vector: [1.547096166279133, -0.3820761315808455] User Vector: [1.7880893628017733, -0.18931298961484297]
avg loss: 0.9819145554078197: 86%|██████████████████████████████████████▋ | 60146/70000 [01:24<00:14, 686.73it/s]
Predicted: 2.838678172885165 Movie Vector: [2.0686105574261098, 0.02256125690100124] User Vector: [1.9710116323975104, -0.04987916244736691] Predicted: 4.076130134989179 Movie Vector: [1.5680999688964086, -0.6254622762839409] User Vector: [2.217065657075519, 0.43650148935566957] Predicted: 3.20356537276769 Movie Vector: [1.141619434667518, -0.0889258189578013] User Vector: [1.7741515524251144, -0.5640330342567333] Predicted: 2.075562991784592 Movie Vector: [2.041105064208143, 0.22214340288605167] User Vector: [1.6303639252614153, -0.17654417000574338] Predicted: 3.288525941668572 Movie Vector: [1.8754460777484196, -0.16361188693203071] User Vector: [2.0342782157447563, 0.03854314774884198] Predicted: 3.8088729836360686 Movie Vector: [1.6039877323172407, -0.6199857387742865] User Vector: [1.8636782608430331, -0.45037346607599094] Predicted: 3.268542193468015 Movie Vector: [1.8563644489008913, -0.566224980312496] User Vector: [2.0481270787377803, -0.7726930725178857] Predicted: 4.239588415574094 Movie Vector: [2.2539986590805707, -0.18763795119386445] User Vector: [1.7936587929094137, -0.8610476601689439] Predicted: 4.204469732900265 Movie Vector: [2.068087511559008, -0.2723464831179106] User Vector: [1.73988317122506, -0.027611942271455792] Predicted: 3.6057506733519156 Movie Vector: [1.3134144460232475, -0.6278510239670317] User Vector: [2.2190212893509362, 0.029520603897325977] Predicted: 2.8959600760815913 Movie Vector: [1.233366906185837, -0.2145701295667548] User Vector: [1.7962768471764161, -0.19133499860525094] Predicted: 2.2565231930966094 Movie Vector: [1.2282774443056466, -0.5079276252171416] User Vector: [1.8249496637978846, -0.21580167049755106] Predicted: 2.351156139049828 Movie Vector: [1.3654467622300137, 0.4268471691828724] User Vector: [2.0812011522907343, -0.3610838814098853] Predicted: 2.6876417423273833 Movie Vector: [1.7868503833675746, -0.2171801792425094] User Vector: [1.5274589299989956, -0.2177454304309324] Predicted: 2.776630566257158 Movie Vector: [2.241967460290846, -0.18186236243201512] User Vector: [1.7568434115939389, -0.33194672823884663] Predicted: 3.9991543778190635 Movie Vector: [1.4055479437549168, -0.7383905733917687] User Vector: [1.9760329771999745, -0.16195328724560099] Predicted: 2.8969938685272916 Movie Vector: [2.0460940523501567, -0.0051067022748697895] User Vector: [2.0464296820361216, -0.032762901339443505] Predicted: 4.187354911349733 Movie Vector: [2.0470837516880525, -0.49972437870078956] User Vector: [1.733664242717349, 0.07561927004862795] Predicted: 3.511167109406399 Movie Vector: [1.7262670816319028, -0.9691430387395261] User Vector: [2.001668086078225, 0.08661763257643752] Predicted: 3.3714688497064214 Movie Vector: [1.7458901937509093, 0.23664715582649104] User Vector: [1.703491429570014, -0.6553905885538572] Predicted: 2.819012663288285 Movie Vector: [1.3391248656234802, -1.1016203113858787] User Vector: [1.9040799588129924, 0.24005570024453338] Predicted: 2.285350583728472 Movie Vector: [2.08497995714585, -0.6539770864534509] User Vector: [1.712567133542182, 0.05256384303218792] Predicted: 3.5362925997831822 Movie Vector: [2.3540185196754018, -0.58458238590276] User Vector: [1.5800387831470326, -1.077992822712962] Predicted: 4.349616173621095 Movie Vector: [1.637136275931651, -0.3718530817430785] User Vector: [2.0165198420664603, -0.01832390912151731] Predicted: 3.308131586659382 Movie Vector: [1.879639044045852, -0.21676820023856372] User Vector: [1.6807731057240265, -0.5692566515529568] Predicted: 3.2826434935320523 Movie Vector: [2.068973121679573, 0.15987622594730733] User Vector: [1.857307128792565, -0.8222869000537019] Predicted: 3.7112544019491813 Movie Vector: [2.0840924426466976, -0.023082492619902507] User Vector: [1.7200785064883384, -0.12964758379716232] Predicted: 3.587795205527551 Movie Vector: [1.665924535715014, -0.4080538088048658] User Vector: [2.0379961796659596, -0.026573511730238364] Predicted: 3.4059912620738304 Movie Vector: [1.6240420669836149, -0.2083307650234377] User Vector: [1.634311391434383, -0.21011742273956993] Predicted: 2.6979643736640506 Movie Vector: [2.0259694088070694, -0.014429545382641575] User Vector: [1.9807824869464241, -0.16444839475196021] Predicted: 4.01537763962942 Movie Vector: [1.934638406058817, -0.456058073155721] User Vector: [1.8119949286304953, 0.09144770563625317] Predicted: 3.4638495160853804 Movie Vector: [2.1397315166586526, -0.20872163477841651] User Vector: [2.290783620831504, -1.1996386208626186] Predicted: 5.152052445428366 Movie Vector: [1.954590863401963, 0.19254874809117686] User Vector: [2.2432268022187234, 1.0024105309834166] Predicted: 4.577603504969388 Movie Vector: [1.5682157285816627, -0.5656129426141067] User Vector: [1.912234563993392, -0.39385352010095676] Predicted: 3.2215649684551617 Movie Vector: [1.6737678070845943, -0.06860703088716726] User Vector: [2.4269081481289594, -0.13422416555156452] Predicted: 4.071289450561343 Movie Vector: [1.6144113779955718, -0.001419209634744862] User Vector: [1.909844194198752, -0.7092620273822556] Predicted: 3.084280788816069 Movie Vector: [1.6003179039781037, 0.9361283616231052] User Vector: [1.7496396241634982, -0.639402129890096] Predicted: 2.201417147786027 Movie Vector: [1.90839868057547, -0.5123093757657363] User Vector: [1.8843658401582277, -0.4998281571120883] Predicted: 3.852187934239681 Movie Vector: [2.056656782039481, -0.04092516709680499] User Vector: [1.9338457275533323, 0.2628292010005878] Predicted: 3.9665006020217666 Movie Vector: [1.8696230417850044, -0.47340038741522034] User Vector: [1.8915445101760981, 0.250367886348484] Predicted: 3.4179509463934608 Movie Vector: [2.216943768472992, -0.3759737032818104] User Vector: [2.088261595502009, -0.04878657321445298] Predicted: 4.647900999691514 Movie Vector: [1.9990290196406202, 0.024322113493368665] User Vector: [1.8698228116192517, -0.3467367526510101] Predicted: 3.729396691362601 Movie Vector: [1.9794703011107424, -0.3638200234081867] User Vector: [1.760315787791527, 0.0982396200765716] Predicted: 3.448751281633818 Movie Vector: [2.165811956561594, -0.007012072283691809] User Vector: [2.1044426510773753, -0.3799204077413418] Predicted: 4.56049108496269 Movie Vector: [1.5865968343643722, -0.6223499754537526] User Vector: [1.9956367954793612, -0.688905627668877] Predicted: 3.5950114227182923 Movie Vector: [1.3998028143611672, -1.0232889426780576] User Vector: [1.808315808655685, -0.7060620375401414] Predicted: 3.253791034069584 Movie Vector: [1.975557309628977, -0.14739932866710534] User Vector: [1.1956252850706197, -0.46934392776912953] Predicted: 2.431207251365644 Movie Vector: [2.0322446143745694, -0.41514141136149346] User Vector: [2.0372619255540485, 0.06663490677632745] Predicted: 4.1125516670325135 Movie Vector: [1.4249529030672654, 0.39297877708654905] User Vector: [1.716917162548122, -0.016524497693692713] Predicted: 2.4400323182033214 Movie Vector: [2.0915548963466226, -0.41320148647480487] User Vector: [2.0281359600769053, -0.7335885094222097] Predicted: 4.545077560309603 Movie Vector: [1.481173458625125, 0.1943702949257547] User Vector: [1.7745197210195207, -0.5546008829653234] Predicted: 2.5205735753929215 Movie Vector: [1.3495408476192852, -1.186235675924677] User Vector: [2.1273708351783296, -0.6987012983381127] Predicted: 3.69979824701067 Movie Vector: [2.0949859398760693, -0.7255797281749561] User Vector: [1.857407240772451, -0.4725784121649249] Predicted: 4.234135369882268 Movie Vector: [1.9924188965325182, -0.10218229292319277] User Vector: [1.7544475613122807, -0.4521790075783825] Predicted: 3.541799161940075 Movie Vector: [2.072108778671094, -0.002307375972991654] User Vector: [2.02984485479194, -0.4892045166449828] Predicted: 4.207188121702317 Movie Vector: [1.9720139694934922, 0.006076959389268874] User Vector: [2.106346937992015, -0.2981860063322665] Predicted: 4.151933522069167 Movie Vector: [2.0829874429283084, 0.03787587581253075] User Vector: [1.9291242910507354, -0.6435099183403594] Predicted: 3.9939681723554656 Movie Vector: [1.6465602023797978, 0.39418852648961156] User Vector: [1.5153879606624712, -0.6623394709637721] Predicted: 2.2340908870971896 Movie Vector: [1.637968460251816, -0.3418445108779442] User Vector: [1.9253901026800333, -0.43225100585993415] Predicted: 3.3014908955455886 Movie Vector: [1.9561686081392353, -0.4559805168547017] User Vector: [2.0273609555348022, 0.04703735845672947] Predicted: 3.9444117395637646 Movie Vector: [1.868617225372755, -0.33854710288855877] User Vector: [1.6867079015620075, -0.3795827487465263] Predicted: 3.2803180789257125 Movie Vector: [1.638781395244246, -0.40769988833686294] User Vector: [1.9930223732671297, 0.07561910193197738] Predicted: 3.2352980862019045 Movie Vector: [2.007463845430059, 0.11564140454538398] User Vector: [2.114120451413581, 0.03579741268392065] Predicted: 4.248160034178898 Movie Vector: [1.8826613611602296, -0.5410529080225892] User Vector: [2.130998090434478, -0.11785575178477262] Predicted: 4.075713962797565 Movie Vector: [1.915302630637593, -0.20516223516779727] User Vector: [1.7145045982632632, -0.42128838518231293] Predicted: 3.370227634048113 Movie Vector: [2.0213113023074447, -0.44600088067388804] User Vector: [1.8274105962536575, -0.19984465665244397] Predicted: 3.7828965850288654 Movie Vector: [1.5906318311220822, -0.9254714332089313] User Vector: [1.9481036890887604, -0.12184041976731193] Predicted: 3.2114755660957703 Movie Vector: [2.021989239647806, 0.05979700132890885] User Vector: [1.8659103315159111, 0.2568586226293214] Predicted: 3.78820998787155 Movie Vector: [1.6908986819277854, -0.4837591938504377] User Vector: [1.7844996801724882, -0.11966516222043906] Predicted: 3.075297279511956 Movie Vector: [1.8718430368554528, 0.5551991841111237] User Vector: [2.0837366612078596, -0.4892645273261523] Predicted: 3.628788693536367 Movie Vector: [1.3142113480352122, 0.30581217350787104] User Vector: [2.1377161377211915, -0.22561649445570536] Predicted: 2.7404145365224686 Movie Vector: [1.8328230276733828, -0.490601526874725] User Vector: [2.422993790334457, -0.13406371768957664] Predicted: 4.506690679431613 Movie Vector: [2.0531634677908572, -0.5787056005144726] User Vector: [1.771684878454871, -0.11311609310953695] Predicted: 3.703019585471832 Movie Vector: [1.8404676088659055, 0.6134164897348545] User Vector: [2.070888959618413, -0.5771184527180641] Predicted: 3.4573900763081773 Movie Vector: [2.2868940463505143, 0.07348017908150412] User Vector: [1.8313953738497644, -0.13706153691525605] Predicted: 4.178135870693181 Movie Vector: [1.9164345841912427, -0.9092265327896317] User Vector: [2.0037388395516675, -0.25852544875242295] Predicted: 4.075092607211093 Movie Vector: [1.3902741012900128, 0.3281734550506818] User Vector: [1.6844758885486675, -0.19609738895800333] Predicted: 2.277529244435929 Movie Vector: [1.2659141664178521, -0.302052300657983] User Vector: [1.5969184924763806, -0.15832304103707037] Predicted: 2.069383581032906 Movie Vector: [0.5312034693180868, -0.5574768842820629] User Vector: [2.1562672150541453, -0.667601881573499] Predicted: 1.517589242294048 Movie Vector: [2.0241960375413814, -0.1545663995255446] User Vector: [1.6257573518187836, -0.30188946528303084] Predicted: 3.3375135572588412 Movie Vector: [2.1392015744105786, -0.3617382120976578] User Vector: [1.8314414377119945, -0.3099999102266553] Predicted: 4.0299612202700965 Movie Vector: [1.9138915427939356, -0.3345421802255844] User Vector: [1.688474655934367, -0.4765630335928255] Predicted: 3.3909878004877476 Movie Vector: [1.2182507993937133, -0.21295999899220883] User Vector: [1.9973470412718208, 0.027899885205049664] Predicted: 2.4273280701709137 Movie Vector: [1.783100635129255, -0.037130358876369354] User Vector: [1.7276588982458378, -0.30072652956645907] Predicted: 3.0917557627153105 Movie Vector: [1.939532354000092, -0.03148019695449324] User Vector: [2.1472476377291625, -0.6581361944025788] Predicted: 4.185374522448653 Movie Vector: [1.6941573521195978, -0.4462607680536988] User Vector: [2.012425784988198, -0.01822461184986231] Predicted: 3.4174988685144085 Movie Vector: [1.9277029623831392, -0.40418014692745613] User Vector: [2.1348988662314854, -0.6059005873472145] Predicted: 4.360343857240268 Movie Vector: [1.7898466317858976, -0.5306576544821534] User Vector: [1.4673440716879336, -0.0734574883790817] Predicted: 2.6653016228690465 Movie Vector: [2.3122349542898797, 0.29481051938794756] User Vector: [1.7499399777619222, -0.5471155352442428] Predicted: 3.884976969379801 Movie Vector: [2.1080151495549457, -0.40208725428441044] User Vector: [1.917659473994905, -0.3023054473303632] Predicted: 4.164008390141115 Movie Vector: [2.0346601770006063, -0.3331017968276482] User Vector: [1.8584402831218703, -0.17417802354019854] Predicted: 3.8393134480109303 Movie Vector: [1.9047991265328355, -0.5492468242096625] User Vector: [1.6592643510621066, -0.08181760917671213] Predicted: 3.205503348594909 Movie Vector: [1.7340499259051834, -0.5906359824244828] User Vector: [1.5920256973763751, -0.3893717833248681] Predicted: 2.9906290283471075 Movie Vector: [1.9460765122749573, 0.38865702119011114] User Vector: [2.163632760676401, 0.038649605015290564] Predicted: 4.225616337096385 Movie Vector: [1.9765265586886893, -0.12064781380217002] User Vector: [1.8590417330409217, -0.13773853637104227] Predicted: 3.691063212355507 Movie Vector: [1.8093945797016966, 0.6220759682787045] User Vector: [1.9932044263056568, -0.028279572955685676] Predicted: 3.5889012424659685 Movie Vector: [1.6980168473743158, -0.6435461516319393] User Vector: [1.7003688935607024, -0.6890915848832451] Predicted: 3.330717265590864 Movie Vector: [1.950966609246053, 0.0061582589594596235] User Vector: [2.1331309807106797, -0.3179299016172] Predicted: 4.159709421849708 Movie Vector: [1.8638155324340147, 0.14859251737375] User Vector: [1.5326748761094806, -0.2805531720443235] Predicted: 2.814935138172972 Movie Vector: [1.646154106345394, 0.9193776176327645] User Vector: [2.176372829114088, 0.30556205003486303] Predicted: 3.8635719791847336 Movie Vector: [1.027074199298465, -0.41405031917767526] User Vector: [1.9290931941745224, 0.3367973399059418] Predicted: 1.8418708016926688 Movie Vector: [1.9969149463528943, -0.049068089609467624] User Vector: [1.792831443240723, -0.16100565763874708] Predicted: 3.58803214533548 Movie Vector: [1.9447724207306072, -0.7471747223860342] User Vector: [2.2045014886723493, -0.4441677316505198] Predicted: 4.619124598218364 Movie Vector: [2.026335794780102, 0.021756454422412058] User Vector: [1.6765097232560138, -0.6923948885158133] Predicted: 3.3821076046962384 Movie Vector: [2.0209114758841955, -0.6138243506774936] User Vector: [1.4835603966997986, -0.05032546166082899] Predicted: 3.0290352246844363 Movie Vector: [1.9379697285476258, -0.2198678829355063] User Vector: [2.0582311988498208, -0.1072114619889428] Predicted: 4.012362114897171 Movie Vector: [2.178368322802297, -0.09704332755249456] User Vector: [1.9524743629195485, -1.3117777941441544] Predicted: 4.3805075854207605 Movie Vector: [1.6671937140857787, -0.959054534233039] User Vector: [2.0239317271432267, -0.3732512517640736] Predicted: 3.732254558644453 Movie Vector: [1.8709288142536005, -0.4640185802269839] User Vector: [1.6574208060835631, -0.24301055761236762] Predicted: 3.213677757368626 Movie Vector: [1.8362751234328436, 0.6216945872785918] User Vector: [2.0760548168337523, -0.7782728899632867] Predicted: 3.3283597719189055 Movie Vector: [1.5180529963213598, 0.0852583488180661] User Vector: [1.9296114804576339, -0.4656522183748515] Predicted: 2.8895517503826964 Movie Vector: [1.842460337572028, -0.3878400046022505] User Vector: [1.5903745345248583, -0.6594318213700505] Predicted: 3.1859560423816586 Movie Vector: [2.067890841926197, 0.5242709918967178] User Vector: [1.8765559407153491, -0.38373939108185684] Predicted: 3.6793294129751426 Movie Vector: [1.83243079428131, -0.37714117870099506] User Vector: [1.9941604398649595, 1.1415367783440158] Predicted: 3.223640472630916 Movie Vector: [1.9333408253348612, 0.18717322336830522] User Vector: [2.043273329422282, -0.5863225717447308] Predicted: 3.840599859402929 Movie Vector: [2.1038927449964993, -0.40503517805641875] User Vector: [1.5523498223512107, -0.24431061285156716] Predicted: 3.364931921518724 Movie Vector: [1.9855530700604356, -0.17684633126155871] User Vector: [1.8930529022731282, -0.13508041923404918] Predicted: 3.782645478462042 Movie Vector: [1.9612358341783391, -0.09414538917098211] User Vector: [2.2870759356077692, -0.4845170289332407] Predicted: 4.531110324649797 Movie Vector: [2.128544128282549, -0.5835184009817166] User Vector: [1.7272219179277764, 0.402403436861629] Predicted: 3.441658261619046 Movie Vector: [1.7088494510526095, -0.3191087071997126] User Vector: [2.2460703273935985, 0.34585655639688184] Predicted: 3.727830207403752 Movie Vector: [1.8936131339355382, -0.5486952477414564] User Vector: [2.0686095338136714, -0.43281760382149836] Predicted: 4.15463114456954 Movie Vector: [1.5660685388533946, -0.05336201880154625] User Vector: [1.6461170309705977, -0.3480521166457823] Predicted: 2.596504857066182 Movie Vector: [2.059606744963484, 0.11652431587235504] User Vector: [2.018637706119825, 0.2168858884405195] Predicted: 4.182872314934906 Movie Vector: [1.7980430437750616, -0.2187757381215276] User Vector: [2.3172435196851335, -0.48596516632386805] Predicted: 4.27282097926655
avg loss: 0.9818575502730756: 86%|██████████████████████████████████████▊ | 60295/70000 [01:25<00:14, 658.97it/s]
Movie Vector: [2.026949596786705, -0.41152859424074256] User Vector: [1.7931951403502016, 0.05716587207222408] Predicted: 3.6111907757202917 Movie Vector: [2.0608618797307194, 0.12409629252598826] User Vector: [1.6154423394441422, -0.20283997725070155] Predicted: 3.304031847110578 Movie Vector: [1.6670902396832423, 0.1007965395646191] User Vector: [1.9541021652771686, -0.2571080561403497] Predicted: 3.231749044724325 Movie Vector: [1.6018649330707297, -0.4559711464511525] User Vector: [1.8973559470528587, -0.35536436119198495] Predicted: 3.2013438523177693 Movie Vector: [1.6195323930747225, -0.6107448457335637] User Vector: [1.8027276217163468, -0.09719197852403362] Predicted: 2.978935279190379 Movie Vector: [2.0527359750460006, 0.06706413133916905] User Vector: [1.643302910422778, 0.1899756104955187] Predicted: 3.3860075514161423 Movie Vector: [2.1990806421468414, -0.03968057345219175] User Vector: [2.0808236717611335, 0.44702020269779236] Predicted: 4.558161038303058 Movie Vector: [2.3358968043158272, -0.5722187152756633] User Vector: [2.1133181183932637, 0.32906512438056] Predicted: 4.7481958165424905 Movie Vector: [2.2479779534279936, -0.28685033557853284] User Vector: [2.4005139890035223, -0.7925068107578885] Predicted: 5.623633368789581 Movie Vector: [1.2524408200553399, -0.5016147706394163] User Vector: [2.028684760060844, -0.10342714701721806] Predicted: 2.5926881891533053 Movie Vector: [2.0135120481307474, -0.5567068327995655] User Vector: [1.7376502459923133, -0.703221168415998] Predicted: 3.8902677351693598 Movie Vector: [1.4110998427773287, -0.8031299252967289] User Vector: [1.7472959364075527, 0.2533507972646535] Predicted: 2.262135414269135 Movie Vector: [1.9998140746314605, -0.943134222714129] User Vector: [2.002800530735889, -0.08101340514332699] Predicted: 4.081635204934266 Movie Vector: [1.6033896397601, 0.04565496314970818] User Vector: [1.6530078069167564, 0.037541743040734654] Predicted: 2.6521295589479914 Movie Vector: [2.312140687435123, -0.009068635210458833] User Vector: [1.4869961944072314, -0.07928399281952782] Predicted: 3.4388634007590566 Movie Vector: [2.2121366695339004, -0.236538648969469] User Vector: [1.7304819765991444, 0.6111106576858257] Predicted: 3.6835113470626233 Movie Vector: [2.314669220777887, -0.21274201375347512] User Vector: [2.1015669046750953, -0.3847930039113164] Predicted: 4.946293868187241 Movie Vector: [1.8531148397205912, -0.015052340552502097] User Vector: [2.1666429644645455, 0.06606768415467709] Predicted: 4.014043756544051 Movie Vector: [1.6803272386715673, -0.16420192352357127] User Vector: [1.6362478141694285, 0.03530428555825743] Predicted: 2.7436347397684124 Movie Vector: [1.5883453750518473, 0.06829545114555957] User Vector: [1.6553437999967986, 0.553691826213743] Predicted: 2.6670723019125413 Movie Vector: [2.247480199713541, 0.2942996716993988] User Vector: [1.9300718623886708, 0.0959981649010289] Predicted: 4.366050523156893 Movie Vector: [2.0197671840530536, -0.559238265118601] User Vector: [2.003574511632672, 0.26144167627365006] Predicted: 3.9005458599318197 Movie Vector: [2.365502982325951, -0.13401963209998016] User Vector: [1.7448984201121094, -0.7052251832723071] Predicted: 4.2220764362408305 Movie Vector: [0.692835770611999, -1.0377140294244183] User Vector: [2.0951927659819045, -0.3567100157553778] Predicted: 1.8217874823853193 Movie Vector: [2.126037877155545, 0.4098442175832412] User Vector: [1.5095664200980938, -0.336468514581421] Predicted: 3.0714957121106288 Movie Vector: [1.937135035156637, -0.2198244044872103] User Vector: [1.7420944472688848, -0.39441874628051066] Predicted: 3.461375054376099 Movie Vector: [2.0498215974580183, -0.41079945002492857] User Vector: [1.960773281650236, 0.573751008414528] Predicted: 3.783538821737351 Movie Vector: [1.7336598992885135, -0.34640588250842896] User Vector: [1.9480638578812743, -0.8423454438273436] Predicted: 3.669073608508008 Movie Vector: [1.7246570855355552, -0.21113983917795262] User Vector: [1.6721628101300012, -0.37176723301944553] Predicted: 2.96240231245111 Movie Vector: [1.405741428312761, -0.6730599652794608] User Vector: [2.062942660792826, -0.29649148766245775] Predicted: 3.099520512901984 Movie Vector: [1.5565590258204467, -0.38307800669253705] User Vector: [2.0428815678489256, -0.5326606308812634] Predicted: 3.383916315839054 Movie Vector: [1.4135841119313877, -0.34014337183616744] User Vector: [2.0179623715120387, -1.202325205623914] Predicted: 3.2615224963293334 Movie Vector: [1.3749380485170917, 0.3299587936988254] User Vector: [2.061774492693875, -0.3647726857687238] Predicted: 2.714452242096304 Movie Vector: [1.8030621401988234, -0.45805581646716687] User Vector: [1.6440434779499433, -0.5071350377561441] Predicted: 3.1966087057108403 Movie Vector: [1.7952530825991733, 0.11979577157971849] User Vector: [2.000505966648277, -0.892628682549113] Predicted: 3.4844813616231995 Movie Vector: [1.4935117563819296, -0.6473613670294177] User Vector: [2.117621081218195, -0.12388268213585912] Predicted: 3.242888842820328 Movie Vector: [2.4294817203237735, -0.47655297548661496] User Vector: [1.8665614204025613, -0.42041640309022565] Predicted: 4.735127538565629 Movie Vector: [1.528682004868395, -0.8607772105472334] User Vector: [2.074255246367663, -0.9466094647391636] Predicted: 3.985696523161893 Movie Vector: [2.3432941925080297, -0.1906557044138657] User Vector: [1.8612040572632986, -0.6447449417913287] Predicted: 4.484272959501973 Movie Vector: [1.2755719265383718, -0.7845510412767808] User Vector: [1.9505996217820345, -0.7265866230184959] Predicted: 3.05817440912847 Movie Vector: [1.5386248285873814, 0.07096781846390518] User Vector: [1.9622479413597114, -0.15299775340329033] Predicted: 3.0083054856316176 Movie Vector: [1.995330508812876, 0.11657507416922273] User Vector: [2.1760651730454645, -0.1656169228522208] Predicted: 4.322662423877611 Movie Vector: [2.1283763890742247, -0.2802168533517496] User Vector: [1.7175834688193903, -0.6919538860543213] Predicted: 3.849561241914052 Movie Vector: [1.8661334086133852, -0.11294128997578612] User Vector: [1.9224019765480989, -0.5045123154675247] Predicted: 3.6444388249383857 Movie Vector: [1.4328254865020007, -0.6650699324962585] User Vector: [1.5405523161105519, -0.21933684735596892] Predicted: 2.3532169640778617 Movie Vector: [1.8200145539032873, -0.4011893920960404] User Vector: [2.0730246255941878, -0.7357336428190624] Predicted: 4.06810352208852 Movie Vector: [1.859310793567587, -0.46231514940549473] User Vector: [2.1009761394454656, -0.03289904000707632] Predicted: 3.9215773376950827 Movie Vector: [1.7897638177419317, -0.2934972935921314] User Vector: [2.053383003715957, -0.5853438201971741] Predicted: 3.8468674310658164 Movie Vector: [2.1627261368048125, -0.13947008345141482] User Vector: [1.7271049465498602, -0.8365349597860423] Predicted: 3.8519266095596465 Movie Vector: [1.4445069160104325, -0.6062445193610939] User Vector: [2.441336257717652, 0.664405546556272] Predicted: 3.1237348873473234 Movie Vector: [2.267453932572523, 0.1322502021845164] User Vector: [1.99997124833587, -0.01456512271643794] Predicted: 4.532916431647055 Movie Vector: [1.4533344806502728, -0.22613954529681463] User Vector: [1.909189924960162, -0.42887002389161605] Predicted: 2.8716760202489944 Movie Vector: [1.916182362262441, -0.036372054552202895] User Vector: [1.0702607610798873, -0.10088658098643082] Predicted: 2.0544842456300803 Movie Vector: [1.762856382594854, -0.3394852943903904] User Vector: [1.9837701243014785, -0.003755920637267013] Predicted: 3.498376905049098 Movie Vector: [1.8292224570628934, 0.7070605591686661] User Vector: [1.4532578424078966, -0.05670225816795388] Predicted: 2.6182399508689325 Movie Vector: [2.0596577071169766, -0.07186826130909622] User Vector: [2.0026513857573107, -0.2347685683519015] Predicted: 4.141648770161015 Movie Vector: [2.1365691995350042, -0.835328265908766] User Vector: [2.2042768237748196, -0.4543464045802033] Predicted: 5.0891183631859915 Movie Vector: [1.8165637786700795, -0.20464223234231305] User Vector: [1.9328181327664344, -0.8914229707703256] Predicted: 3.6935101974398976 Movie Vector: [1.955143563166278, -0.44008636064870077] User Vector: [2.074558787259968, -0.5064884006350666] Predicted: 4.278958896267634 Movie Vector: [2.0676547581892017, 1.0247599912015959] User Vector: [2.206413650946848, -0.3381549107750073] Predicted: 4.215574060523286 Movie Vector: [1.4542586292868254, -0.6781582649245577] User Vector: [1.768924274895542, -0.37210430393100535] Predicted: 2.8248190004465936 Movie Vector: [2.116048789589212, -0.07847892444995756] User Vector: [1.8555482852457361, 0.004721510555328381] Predicted: 3.9260601639484167 Movie Vector: [2.3913198202556782, -0.23544068464840734] User Vector: [1.8770497538686879, -0.3553929195588951] Predicted: 4.5723002323323785 Movie Vector: [2.175220363498002, -0.092868759362621] User Vector: [2.0280076914859704, -0.5320405287162666] Predicted: 4.460773571683369 Movie Vector: [2.1128613769951685, -0.17103080725951367] User Vector: [1.8495478881581353, -0.44491168518347374] Predicted: 3.9839319024684237 Movie Vector: [2.037378472725057, 0.13602326466124054] User Vector: [2.1867630001454126, -0.8082346863813915] Predicted: 4.345325140793873 Movie Vector: [1.9994218985810999, -0.42554714080847666] User Vector: [2.029637046002971, -0.6649407906217195] Predicted: 4.341064408205796 Movie Vector: [1.319855270252915, -0.7689927967957966] User Vector: [1.7814391346623795, -0.843704194606585] Predicted: 3.000044278797797 Movie Vector: [1.538127503619887, -0.3995429471587717] User Vector: [1.9723465897321721, -0.14214283319355406] Predicted: 3.0905127028295936 Movie Vector: [1.8517210417272039, -0.23741806214405767] User Vector: [2.139722683029368, -1.1849032740942267] Predicted: 4.243486954790069 Movie Vector: [1.7344358586144222, -0.04599290141432094] User Vector: [1.8384112013068301, -0.45161243265897694] Predicted: 3.209377276517749 Movie Vector: [2.0818018525501953, -0.7931040190779547] User Vector: [1.9332958238075122, -0.11216486461526157] Predicted: 4.113697232455733 Movie Vector: [2.1429859789152204, -0.1421102085359644] User Vector: [1.9306812958635426, -0.13823617984142464] Predicted: 4.157067719133921 Movie Vector: [1.5694987048774494, -0.11812974090842979] User Vector: [2.1869364235589286, -0.373221367514246] Predicted: 3.4764824278710074 Movie Vector: [1.8897356227244817, -0.535857111364428] User Vector: [1.5581306954156051, -0.2615262616950116] Predicted: 3.0845957871251644 Movie Vector: [1.9454688789207413, -0.452508951511309] User Vector: [2.0127792405154423, -0.009342404286834891] Predicted: 3.920026894128949 Movie Vector: [1.1103309697907073, -0.7329479903682729] User Vector: [1.7858977645216, -0.18952933874940558] Predicted: 2.121852744780529 Movie Vector: [1.9003727480740786, -0.07714339556127911] User Vector: [2.048873039159522, -0.5878636116803215] Predicted: 3.9389722830144067 Movie Vector: [1.8032179161367272, -0.6090770783123219] User Vector: [2.057850198918984, -0.3970984115592806] Predicted: 3.9526158877312305 Movie Vector: [1.255773964893601, -0.21243585772464507] User Vector: [1.97857734802905, 0.018339902361472805] Predicted: 2.480749868294361 Movie Vector: [1.9356771788380551, 0.15232372959390583] User Vector: [1.8730428972943143, 0.49163338700553905] Predicted: 3.700493822378883 Movie Vector: [2.142426015752376, -0.21013528289678082] User Vector: [1.934386441624032, -0.45297719158025573] Predicted: 4.239466327352497 Movie Vector: [2.230103243361815, -0.23019384740735427] User Vector: [2.0574452761967876, -0.10712229694816432] Predicted: 4.612974277163512 Movie Vector: [1.9638041734432632, -0.24300169996963336] User Vector: [2.302581403585563, -0.7936527592321598] Predicted: 4.71467793973318 Movie Vector: [1.8529040684283715, 0.19043960872819893] User Vector: [2.1210871092158747, -0.5964463866544469] Predicted: 3.816583917655247 Movie Vector: [1.944245910344548, 0.6490130836475045] User Vector: [2.0168725302643433, -0.29380412851373605] Predicted: 3.7306134452176423 Movie Vector: [1.1988787379136172, -0.8170631957809494] User Vector: [2.020233713152794, 0.02389911161792566] Predicted: 2.402488159800294 Movie Vector: [1.753226498265268, -0.32860953217062144] User Vector: [1.8621737878008031, -0.9346727345385956] Predicted: 3.5719547991767358 Movie Vector: [1.7239178279700442, -0.3949123090506146] User Vector: [2.320962591378286, -0.7959272527593128] Predicted: 4.315470258552073 Movie Vector: [1.8150321726494076, -0.3296196407111417] User Vector: [1.7966615895256586, -0.6975425278999599] Predicted: 3.4909223057796206 Movie Vector: [1.557678889569737, -0.09504893253282393] User Vector: [1.5045799750674878, -0.33742977010939157] Predicted: 2.375724804285681 Movie Vector: [2.221415629441078, 0.04324573895350135] User Vector: [1.4888293331982085, -0.5277446419558637] Predicted: 3.2844860433167065 Movie Vector: [1.664863669469839, -0.4113173430895073] User Vector: [1.3621040102178348, -0.48176515807434583] Predicted: 2.465875845463084 Movie Vector: [1.7535233970224513, 0.04387904055906607] User Vector: [1.9781097542498267, -0.07153484235923316] Predicted: 3.4655228557061353 Movie Vector: [1.7477652943720783, -0.16274685519264545] User Vector: [1.8760828703102579, -0.13595025871122018] Predicted: 3.301078007162099 Movie Vector: [2.185304353713943, -0.07204893322623626] User Vector: [1.9598272345845829, -0.3097101793928417] Predicted: 4.305133276299406 Movie Vector: [1.9371030681409225, -0.4270826023951828] User Vector: [2.357729255095247, -0.34247945972847404] Predicted: 4.713431592818348 Movie Vector: [0.935606088833326, -0.7450361081264945] User Vector: [1.6713055128221617, 0.03806275244987644] Predicted: 1.5353254891472807 Movie Vector: [1.560686172245445, 0.2533444845757739] User Vector: [1.7442836844875378, 0.04261559508452419] Predicted: 2.7330758528246153 Movie Vector: [1.2365980375372703, -0.7139241659378495] User Vector: [1.900848905632716, -0.6479705361347186] Predicted: 2.8131878509225645 Movie Vector: [1.9886190014541436, -0.26697327275856786] User Vector: [2.054357803380306, -0.539232071629285] Predicted: 4.229295514526924 Movie Vector: [2.156368545455028, -0.19917772199796527] User Vector: [1.6173091604970933, 0.18912637889427752] Predicted: 3.449844840654323 Movie Vector: [2.1721340387218957, -0.3780546242452665] User Vector: [1.942086445993095, -0.3969994846052474] Predicted: 4.368559566460036 Movie Vector: [2.0432953084691015, -0.4399207550049904] User Vector: [1.9951429156472777, -0.7364862496708293] Predicted: 4.400661746273432 Movie Vector: [2.1742017968582137, -0.20539283419445128] User Vector: [1.7797790266073865, -0.7409141265955965] Predicted: 4.021777210016518 Movie Vector: [1.7634582189271473, 0.13398268616260262] User Vector: [1.8190486526061906, 0.05191687151899889] Predicted: 3.2147722589700143 Movie Vector: [2.148653054984332, -0.3732546636353411] User Vector: [2.0624015905255666, -0.23343861214144881] Predicted: 4.518517528741662 Movie Vector: [1.9023651110276512, -0.8720275623132896] User Vector: [2.201370251821633, -0.5613803979622068] Predicted: 4.677349143485078 Movie Vector: [2.353353733884109, -0.5695004937974616] User Vector: [1.9987636399780935, -0.1150461846593137] Predicted: 4.769316734267232 Movie Vector: [1.9996011107453777, -0.5144175132041577] User Vector: [1.6896722262764605, 0.41897223919470883] Predicted: 3.163143803069906 Movie Vector: [2.0967206172983137, -0.11180809750867308] User Vector: [2.0611559690825594, -0.40125557278347135] Predicted: 4.3665318380505616 Movie Vector: [0.9829498944605272, -1.7477360986847936] User Vector: [2.0857388583731535, 0.0020138098219799963] Predicted: 2.0466571825883513 Movie Vector: [1.2160402205057812, -1.4099210088856524] User Vector: [2.0055633133324116, -0.5202787837641775] Predicted: 3.17239764148964 Movie Vector: [1.9744203723228382, -1.5425582572424934] User Vector: [2.0992432651706956, -0.3627767634792544] Predicted: 4.7043929612551665 Movie Vector: [2.16419215042065, -0.1973130491678676] User Vector: [1.6770943644607295, -0.2367376184202128] Predicted: 3.6762658804238506 Movie Vector: [1.8545403914511864, -0.6864843977502034] User Vector: [2.081704319201207, -0.02537412570210226] Predicted: 3.8780236844180775 Movie Vector: [2.076311751042633, -0.18695058763071684] User Vector: [1.7445674106233957, 0.40484990046080616] Predicted: 3.5465788883699902 Movie Vector: [2.067866257882522, 0.24311051868372302] User Vector: [1.95923370225633, 0.4058703520990347] Predicted: 4.1501046160192585 Movie Vector: [1.754608549104747, -0.5288484547578183] User Vector: [1.7311754397681456, 0.10359551861874233] Predicted: 2.982748896676002 Movie Vector: [2.1601806170767857, -0.5761478183780007] User Vector: [1.3366598036762698, -0.4754789716294041] Predicted: 3.161372771716036 Movie Vector: [1.7267661506121321, -0.2753616728581989] User Vector: [2.0182377478411415, -0.15406348900149933] Predicted: 3.5274478069175705 Movie Vector: [2.039720199201914, -0.6104016633403353] User Vector: [1.9222818449962131, 0.173172378564608] Predicted: 3.81521239987746 Movie Vector: [1.2718493798049264, -0.7831644150158715] User Vector: [1.6911642352144811, 0.1315310452304407] Predicted: 2.0478957496114862 Movie Vector: [1.6197572370218303, -0.21324663100647775] User Vector: [1.85066160684223, -0.4450018379060682] Predicted: 3.092517673686311 Movie Vector: [1.9461188337277313, 0.21915158824753742] User Vector: [1.558816921469605, -0.43640729435017594] Predicted: 2.938003617525829 Movie Vector: [1.6131101669104737, -0.6315025346973189] User Vector: [1.9657403453193887, 0.27444544792646114] Predicted: 2.99764274053911 Movie Vector: [1.8025858945465887, -0.30467489221167576] User Vector: [2.237031446354224, -0.3121150914227797] Predicted: 4.127534962692151 Movie Vector: [2.10071508735101, -0.25034088025405005] User Vector: [1.8160918521683538, 0.17708249313723812] Predicted: 3.770760566655743 Movie Vector: [1.8349171359864354, -0.9600732637060435] User Vector: [1.9702732835479746, -0.3093595274713102] Predicted: 3.9122960217563794 Movie Vector: [1.362926450050112, 0.18879105135189198] User Vector: [1.7635783046549882, -1.1099354694346173] Predicted: 2.194081633941501 Movie Vector: [1.6899417327449278, -0.40798639005380827] User Vector: [2.317386647303398, 0.33253902357698417] Predicted: 3.780577010402671 Movie Vector: [1.8671375139516504, -0.3234091072688746] User Vector: [1.7395202095422473, -0.33824913171339765] Predicted: 3.3573162892352673 Movie Vector: [1.9039764324242068, -0.3641516884641546] User Vector: [1.4277452009362348, -1.0116859009299315] Predicted: 3.0868003431083686 Movie Vector: [1.720934768809868, 0.029867009748414552] User Vector: [1.8277436524629052, 0.20756384000820427] Predicted: 3.151626911227897 Movie Vector: [1.6484814152921121, 1.20824913387224] User Vector: [2.1754015206513846, 0.1727385847925817] Predicted: 3.7948202230539607 Movie Vector: [1.782644547472746, -0.39468377457170967] User Vector: [1.851152208318517, -0.2751755811609957] Predicted: 3.4085537277437226 Movie Vector: [1.614140400789321, -0.21189603161140577] User Vector: [1.966555916058867, -0.44207007314508534] Predicted: 3.267970248715477 Movie Vector: [1.8640547144440207, -0.21148998436539] User Vector: [1.529558279344941, -0.07945092903763694] Predicted: 2.8679833973698075
avg loss: 0.9817461054074996: 86%|██████████████████████████████████████▊ | 60379/70000 [01:25<00:13, 708.42it/s]
Movie Vector: [1.7373655172053968, 1.1097052782542332] User Vector: [1.8191835149946338, 0.207415277893099] Predicted: 3.3907565370887243 Movie Vector: [1.0544227397007362, -0.6520192423850424] User Vector: [1.7814593504951093, -0.18659946763020946] Predicted: 2.0000776925282486 Movie Vector: [2.0167786639462215, -0.45283993904730163] User Vector: [1.8852205548045815, -0.14504652869813775] Predicted: 3.8677554529774256 Movie Vector: [1.9361587641343376, -0.4354513603984713] User Vector: [2.110895033985105, 0.12667658494762085] Predicted: 4.031866428971838 Movie Vector: [1.048180149017072, -1.747673117968493] User Vector: [1.9954924058826393, -0.733102326077473] Predicted: 3.3728587553662726 Movie Vector: [1.7810399330853053, -0.017250128672260317] User Vector: [2.0019695331191008, 0.8064677777914144] Predicted: 3.551676010368329 Movie Vector: [1.8803451385042784, -0.41740133822837816] User Vector: [1.9137415532823925, 0.1419557210640094] Predicted: 3.5392421181268814 Movie Vector: [2.269009801332145, 0.22769598934683774] User Vector: [1.5565162338427347, -0.0691546554419494] Predicted: 3.516004352832968 Movie Vector: [1.8216335111165027, -0.6920874123731391] User Vector: [1.6934929750781018, -0.24305753210788653] Predicted: 3.253140612697003 Movie Vector: [1.8078626857206208, -0.09315315634729505] User Vector: [2.0142125494770324, -1.9742832162236401] Predicted: 3.8253304224244475 Movie Vector: [2.1621479337338236, 0.07164696214864906] User Vector: [2.2071490982422133, 0.10724892541356768] Predicted: 4.779866921906463 Movie Vector: [1.7932266371646743, -0.3033690699452225] User Vector: [2.0084943343999164, -0.20991154543561732] Predicted: 3.6653662113498306 Movie Vector: [1.4578358711929242, -1.402844953838711] User Vector: [1.325224166563016, -0.47242894084842263] Predicted: 2.594703883103888 Movie Vector: [1.556407164867373, -0.8672674548406937] User Vector: [2.1322359673681914, -0.595300518273849] Predicted: 3.8349121021484742 Movie Vector: [1.9505282541585964, -0.7128560505982127] User Vector: [2.143777067758409, -0.29880920301789027] Predicted: 4.3945056896257775 Movie Vector: [1.6487460801243188, -0.11526252588660531] User Vector: [1.7803229452538467, -0.1184702154511475] Predicted: 2.9489556536178916 Movie Vector: [1.9107677237749823, -0.2138547155795601] User Vector: [1.9754711671040517, -0.31333257156744343] Predicted: 3.8416741933248844 Movie Vector: [1.7399640258744506, 0.9416328646689816] User Vector: [1.4402557834875285, -0.5831214587945013] Predicted: 1.9569069216312993 Movie Vector: [1.5369961383915909, -0.43813799214967] User Vector: [1.4890847727142655, -0.6966445013368346] Predicted: 2.593943968457375 Movie Vector: [1.9274044146334646, -0.4110671086141653] User Vector: [1.5195750922876141, -1.4288563303594695] Predicted: 3.5161915815881155 Movie Vector: [1.782117587266902, -0.05770609237770523] User Vector: [1.7090927465097692, 0.33954022470157524] Predicted: 3.0262107022527767 Movie Vector: [1.9043514144457088, 0.4495180227747762] User Vector: [2.164766392129246, 0.22266087397811837] Predicted: 4.222566016615811 Movie Vector: [2.289171627600941, -0.42488116156320105] User Vector: [2.1679370032923546, -0.46429023177532347] Predicted: 5.160048051342214 Movie Vector: [2.1441601461395794, -0.4912483899730372] User Vector: [2.069536511456121, -0.052614140253761474] Predicted: 4.463264320534427 Movie Vector: [1.4932803923629239, -0.25758238169525055] User Vector: [2.016715766152474, -0.6971739517931071] Predicted: 3.1911018375234192 Movie Vector: [2.3261878277730537, 0.34427711636869607] User Vector: [1.7960371013437733, -0.026725185478160426] Predicted: 4.168718773583844 Movie Vector: [2.0166375574527953, -0.5391121287483422] User Vector: [1.993824550524553, -0.13522449268224102] Predicted: 4.093722635668089 Movie Vector: [1.5394267833898752, 0.3738259790294279] User Vector: [1.9878500499170566, -0.47474650287074416] Predicted: 2.8826770319787642 Movie Vector: [1.8075839814271135, -0.03649318399988677] User Vector: [1.4064239244377275, -0.1647815369099622] Predicted: 2.5482427598557327 Movie Vector: [1.9343814715683563, -0.11752523591055421] User Vector: [1.6395775152572463, -0.10475767434984243] Predicted: 3.1838800371051077 Movie Vector: [2.3334684841591242, -0.11245369081501988] User Vector: [1.6077325570596226, -1.0904080289666398] Predicted: 3.87421366020682 Movie Vector: [2.304337250025864, 0.05266723099218461] User Vector: [1.6474428610434952, 0.15845327750889024] Predicted: 3.8046092473597386 Movie Vector: [2.032899420800582, -0.4156196079945151] User Vector: [1.9014033176543117, -0.084543544116575] Predicted: 3.9004996578319533 Movie Vector: [1.6056740840339292, 1.0829503095052644] User Vector: [1.474374433920991, -0.046701935519306736] Predicted: 2.316788943184002 Movie Vector: [1.4665780183922439, -0.6258134224473424] User Vector: [1.6933240399936407, -0.24089777754432054] Predicted: 2.634148877694792 Movie Vector: [2.065192767983265, -0.5895934885254511] User Vector: [2.1356695226987568, -0.3800215084303186] Predicted: 4.63462745994988 Movie Vector: [1.9952186741702038, -0.26062756693280376] User Vector: [1.722295543550845, -0.8408406140152553] Predicted: 3.655502474341848 Movie Vector: [1.960112950270514, -0.6776623788630688] User Vector: [1.6078075556461247, 0.26271744820322723] Predicted: 2.973450680446515 Movie Vector: [1.9492891420630987, 0.21826402687722005] User Vector: [1.923496647100371, -0.48709606510886677] Predicted: 3.643135580340819 Movie Vector: [1.2803037974495488, -0.5827809762756935] User Vector: [1.7074182923225043, -0.5314145158130309] Predicted: 2.4957123938279193 Movie Vector: [1.7925480545993662, -0.4883731214030771] User Vector: [1.8457455751359813, -0.44435462536377013] Predicted: 3.525598495394191 Movie Vector: [1.230914647216013, -1.1472747769276126] User Vector: [1.8338644697731146, -0.5558916584197114] Predicted: 2.895091115262149 Movie Vector: [1.6292794010329072, -0.9177201768094874] User Vector: [2.0589078849815037, -0.31816418806890384] Predicted: 3.6465219005536356 Movie Vector: [1.7405109803037377, -0.0031129247895403814] User Vector: [2.3552709747478473, 0.5032934396750557] Predicted: 4.097808278514538 Movie Vector: [1.9780065902506148, -0.12402945088510531] User Vector: [2.1164800374879733, -0.05264560746662239] Predicted: 4.192941068070677 Movie Vector: [1.7354069412134057, -0.23113300532028858] User Vector: [2.1957706077955157, -0.09636186076438111] Predicted: 3.832827960557443 Movie Vector: [1.2129968262727053, -0.4996038225491963] User Vector: [1.0039754992607963, -0.09962838593862522] Predicted: 1.2675938167082443 Movie Vector: [2.0805075842010514, -0.26093219781443483] User Vector: [2.185677604157317, -1.1907953755902512] Predicted: 4.858035686567712 Movie Vector: [1.668218069263775, -0.5008381949452064] User Vector: [1.9300535990603818, -0.260879573150869] Predicted: 3.350408743115067 Movie Vector: [1.4962416014930726, -0.31912241859219104] User Vector: [2.191791388674141, -0.34540191818694554] Predicted: 3.3896749530467227 Movie Vector: [1.5628627942338036, -1.0426624560379962] User Vector: [2.107290055588202, -0.0612638522652697] Predicted: 3.357282743206939 Movie Vector: [2.010507402184871, -0.5386963714361201] User Vector: [2.162403579813316, -0.3713748808198575] Predicted: 4.547586704465913 Movie Vector: [2.293723352354685, 0.2265979878814168] User Vector: [2.0566667863905552, -0.5024610618269683] Predicted: 4.603567970357529 Movie Vector: [1.5348809582845961, -0.4861553615910532] User Vector: [2.3849896757120406, 0.31621827417910525] Predicted: 3.506944029530523 Movie Vector: [1.9021043228796517, -0.15774326080563839] User Vector: [1.678365624352866, -0.23731024597398542] Predicted: 3.2298606014767164 Movie Vector: [1.7867908270172435, -0.3116896756202127] User Vector: [2.506256134578851, 0.8759015421857483] Predicted: 4.205146003862065 Movie Vector: [0.5127892700667516, -0.8552647096176925] User Vector: [1.8723161919993532, -0.10353919431090745] Predicted: 1.0486570723858764 Movie Vector: [1.576895540956933, -0.33211194012285855] User Vector: [2.101652769257952, -0.16736540590014415] Predicted: 3.369670930145601 Movie Vector: [2.127943556566981, -0.1167255990865053] User Vector: [2.076271414335632, -0.17511399673387373] Predicted: 4.438628663996914 Movie Vector: [1.6358643839202909, 0.701208352658939] User Vector: [1.86626365348476, -0.30662541172850605] Predicted: 2.8379459418991635 Movie Vector: [2.329268789530423, -0.2395170101465731] User Vector: [1.4869370719306427, -1.4218954577179166] Predicted: 3.8040442624173885 Movie Vector: [2.3560795079398047, -0.22876842811695808] User Vector: [1.9224469262860495, -0.15628536494842782] Predicted: 4.565190965401363 Movie Vector: [2.2643797745186642, 0.3012195389977438] User Vector: [1.937221456511655, 0.07154884628224377] Predicted: 4.408156995381538 Movie Vector: [1.867811011078659, -0.3953048118800702] User Vector: [2.1088710158166526, 0.12713179630799604] Predicted: 3.8887166934634725 Movie Vector: [1.7916384015953062, -0.6557852555214629] User Vector: [1.9697367505834873, 0.8067799659888127] Predicted: 2.9999815972333606 Movie Vector: [1.9793525444673066, -0.531129892606596] User Vector: [2.0405343024447413, -0.6561792390445893] Predicted: 4.3874531723812495 Movie Vector: [1.853449698396649, -0.8595534436199194] User Vector: [1.8681122072118854, -1.368830288850897] Predicted: 4.639034795541004 Movie Vector: [1.6720472086588298, 0.9873952820701523] User Vector: [1.573264726942769, -0.48915417184015164] Predicted: 2.147584373686155 Movie Vector: [1.7622804414371, 0.3920802847010112] User Vector: [1.6392246533531407, 0.41433493581950154] Predicted: 3.0512261053234355 Movie Vector: [1.8119583568355573, -0.04643256449502588] User Vector: [1.8255692753515669, -0.06670675892925874] Predicted: 3.310952870341741 Movie Vector: [1.7739484520621394, 0.04895992255312488] User Vector: [1.3910371025241404, -0.10124351434143053] Predicted: 2.4626712401625395 Movie Vector: [1.7228675036038248, -0.032130971315632445] User Vector: [2.11651375617625, -0.7645749950916071] Predicted: 3.671039308682468 Movie Vector: [2.1745426745508496, 0.02666822792296524] User Vector: [1.8388708231072142, 0.11422324494972391] Predicted: 4.001749209363504 Movie Vector: [1.8755097586714886, -0.39484069833141905] User Vector: [1.6403581927151347, -1.4774029775511943] Predicted: 3.6598466215271928 Movie Vector: [1.3309061900013892, 0.6726549457575121] User Vector: [1.6153770194248906, -0.6244975337649451] Predicted: 1.729843919638222 Movie Vector: [1.3268835362942, -0.6655321471142249] User Vector: [1.74612020764087, -0.2956695485888154] Predicted: 2.5136757454178884 Movie Vector: [1.7385256267994813, -0.4381483580584412] User Vector: [1.846257591482088, -0.682505394676613] Predicted: 3.5088047545082843 Movie Vector: [2.13555079570031, -0.39198138101591384] User Vector: [2.187414504267059, 0.16645188449583007] Predicted: 4.60608874555654 Movie Vector: [1.987800215534243, -0.20749085802783498] User Vector: [1.976528249199755, -0.0553924705923028] Predicted: 3.940436711020271 Movie Vector: [1.9154565395093421, -1.050702122093376] User Vector: [1.6867482312921733, -0.1753091829707191] Predicted: 3.4150906607042004 Movie Vector: [1.4224093437625305, 0.37424406749201405] User Vector: [1.7176340700953563, -0.33445820749534116] Predicted: 2.3180097504893555 Movie Vector: [1.7268708367465384, -0.4602412812847739] User Vector: [2.133079468005871, -0.5604278963475067] Predicted: 3.9414847788448664 Movie Vector: [2.160702827426832, -0.30849039401279155] User Vector: [2.0360285316424114, -0.5051990056179997] Predicted: 4.555101645339427 Movie Vector: [1.5031415572286662, -1.2713504672924785] User Vector: [1.9601418020069816, -0.7339085612506627] Predicted: 3.879425592953759 Movie Vector: [1.366378353881627, -1.2224255255304404] User Vector: [1.988848266756986, -0.2765283035522539] Predicted: 3.055554477645643 Movie Vector: [1.7448088259634298, -0.031845365994367644] User Vector: [1.7997536392440314, -0.10936034751278627] Predicted: 3.143708654604605 Movie Vector: [1.9271039662588063, 0.03521820548512955] User Vector: [1.8979846135311, -0.0506756300702574] Predicted: 3.6558289718810677 Movie Vector: [1.5945580930533725, -0.17943875586268293] User Vector: [1.6157102642875365, 0.048622316619771636] Predicted: 2.5676191499476815 Movie Vector: [1.9016724393305744, -0.3868713344199215] User Vector: [1.8717079657755937, -0.20344749995889444] Predicted: 3.638083458784435 Movie Vector: [1.872250058307705, -0.5122394014766039] User Vector: [1.997472307597293, 0.07033947526821413] Predicted: 3.70373699365549 Movie Vector: [1.485998093797887, -0.659030861467691] User Vector: [1.9421632752588194, 0.13564663208625283] Predicted: 2.796655608079872 Movie Vector: [1.732612695055676, -0.44660902124335244] User Vector: [1.8635572565208793, 0.445865982681196] Predicted: 3.029695190480248 Movie Vector: [1.3649535114133102, 0.4738263765217375] User Vector: [1.8090323982792238, -0.8260172441757323] Predicted: 2.07785636653941 Movie Vector: [1.824430825612172, -0.2936293195424839] User Vector: [1.8330855864169988, 0.12092509045903076] Predicted: 3.3088306978174393 Movie Vector: [2.1531045622608693, -0.5736307117381424] User Vector: [2.3596748869653075, -0.8047954028479527] Predicted: 5.542282124316661 Movie Vector: [1.3037818148155458, -0.83733550971012] User Vector: [1.5438251476020466, 0.11776936538840607] Predicted: 1.9141986811027356 Movie Vector: [2.0513729895149466, -0.6093518997894412] User Vector: [2.0773696437286993, -1.0231218317081618] Predicted: 4.884901208250763 Movie Vector: [2.016098823019128, 0.0067621187273030035] User Vector: [1.5948877878848773, -0.20407768447801575] Predicted: 3.214071394470248 Movie Vector: [1.5952694369647318, 0.19037367334613628] User Vector: [2.0746540793922055, -0.36168183167904017] Predicted: 3.24077754624929 Movie Vector: [1.42799791563376, -1.2309930734735197] User Vector: [1.760206936008605, -0.6608186545881346] Predicted: 3.327035022324459 Movie Vector: [1.4815515452195933, -0.11169631034871685] User Vector: [2.378833940516264, 0.5712490634505005] Predicted: 3.460558687715104 Movie Vector: [1.4767108327298692, 0.16916142950929486] User Vector: [2.0517376533176632, -0.19105188609218807] Predicted: 2.997504608412153 Movie Vector: [1.3371546630119127, -0.4632493238536047] User Vector: [1.7283333072551945, 0.12018671118630718] Predicted: 2.2553725283418387 Movie Vector: [2.0207908282713696, -0.3500659290258834] User Vector: [1.9520759417296252, 0.13125042649826266] Predicted: 3.8987908566492653 Movie Vector: [1.4351994897158586, -0.9145948631920934] User Vector: [1.9459547397291426, -0.9286256345316266] Predicted: 3.6421494846405458 Movie Vector: [1.8462028208394679, 0.4373477813143021] User Vector: [2.1182087775123355, -0.18286043433674734] Predicted: 3.830669414922849 Movie Vector: [1.9048234177970786, -0.2668242930385656] User Vector: [1.8152111809555804, -0.2855655740575562] Predicted: 3.53385259814534 Movie Vector: [1.2684600432147903, -0.06841505392378988] User Vector: [2.1132468416456756, -0.4634502204157825] Predicted: 2.7122761518981306 Movie Vector: [2.0568047429534775, -0.4313289825853504] User Vector: [1.814837997951429, -0.43593396969102727] Predicted: 3.920798357499917 Movie Vector: [2.1330870171159035, 0.08608757955009913] User Vector: [1.7344565463724602, -0.1599322814172287] Predicted: 3.6859785578196482 Movie Vector: [2.0907910014997433, -0.5941484438735009] User Vector: [1.8056518410805522, -0.42858778296392214] Predicted: 4.029885385483872 Movie Vector: [1.6170476235726294, -0.5756706071378711] User Vector: [1.5084570000472333, -0.22086386639218222] Predicted: 2.5663916432486813 Movie Vector: [1.6685144622936727, -0.08027527749594005] User Vector: [1.7176161073183251, 0.09338977057384525] Predicted: 2.858370425981089 Movie Vector: [1.443661552953464, -0.6822432081068168] User Vector: [1.9806479846387377, 0.206870309943585] Predicted: 2.718249481439746 Movie Vector: [1.9931106143881039, -0.7187913697664993] User Vector: [1.9246479098937588, -0.11282011231818254] Predicted: 3.9171303012395264 Movie Vector: [1.26060871741736, 0.08941153344094852] User Vector: [2.4468031257911416, -0.15416691713116487] Predicted: 3.070677049709797 Movie Vector: [1.9237610547827877, -0.4358342546936427] User Vector: [1.8091480595697262, 0.0531449583638077] Predicted: 3.4572061860168755 Movie Vector: [2.057156185414271, -0.04360197724377894] User Vector: [1.9939914968310741, 0.20056445484417618] Predicted: 4.093206934573478 Movie Vector: [2.301991722905311, 0.30260868916663447] User Vector: [2.0825296705188747, -0.16333786618147525] Predicted: 4.744538606662723 Movie Vector: [2.1606063944621976, -0.4103778919252149] User Vector: [1.8128724151888669, -0.25966782019265355] Predicted: 4.023465665252671 Movie Vector: [1.7578342855582598, -0.3909957049411326] User Vector: [1.7662091851477524, 0.391715479997327] Predicted: 2.9515439908827266 Movie Vector: [2.2292411973275503, -0.033201226992745046] User Vector: [1.6173614301282806, -1.090872060224105] Predicted: 3.6417070219021115 Movie Vector: [1.7693836627923827, 0.30846324005682024] User Vector: [1.9618287253984532, -0.15301708939844846] Predicted: 3.424027548736917 Movie Vector: [1.9875293613891574, -0.15640306326017117] User Vector: [1.9120433638960312, -0.7467791520851748] Predicted: 3.91704087295761 Movie Vector: [1.9623305204910604, -0.0459622269524195] User Vector: [2.0311821324224026, -0.3144021456229877] Predicted: 4.000301313900047 Movie Vector: [2.1637791702926705, -0.029088725277907637] User Vector: [2.0738472644146153, 0.22000942453577027] Predicted: 4.480947719399909 Movie Vector: [2.046498311893593, -0.1809088004736955] User Vector: [1.9811853177009293, 0.0773971470615638] Predicted: 4.04049058318833 Movie Vector: [1.9325815645838529, -0.27119115195013654] User Vector: [1.6702294109456988, -0.14512177685849043] Predicted: 3.26721031005871 Movie Vector: [1.6987561663287456, -0.5997383539495917] User Vector: [2.0022486993343516, -0.11566947936437123] Predicted: 3.4707037476741345 Movie Vector: [1.7474487201520839, -0.23166146135359406] User Vector: [1.8277308085511093, -0.1945497874021867] Predicted: 3.238935550240791 Movie Vector: [1.8383796257300236, -0.22753813167520598] User Vector: [2.067563752864986, -0.5097013891465195] Predicted: 3.9169435799635526 Movie Vector: [2.0614809223015533, -0.7227991395920201] User Vector: [1.8820878922811037, -0.2728143616684694] Predicted: 4.077078269914552 Movie Vector: [1.963112622733044, -0.4487109404709258] User Vector: [1.490893590536985, -0.24246037736521323] Predicted: 3.035586650689426 Movie Vector: [2.298732674846423, -0.07988944398553693] User Vector: [2.0019536509113047, -0.447763368984717] Predicted: 4.637727837463185 Movie Vector: [1.9786156191881743, -0.44401505281132636] User Vector: [1.971973271435346, -0.8945326459910435] Predicted: 4.298963075534745 Movie Vector: [1.8117667607832468, -0.3564290687390946] User Vector: [1.7166870595572494, -0.15164098591788866] Predicted: 3.1642858085659458 Movie Vector: [2.002148710829467, -1.3585247527650404] User Vector: [1.9961169613442054, -0.2545677341150254] Predicted: 4.342359568870705 Movie Vector: [2.0871881629333053, -0.08142389472754698] User Vector: [1.8081094577795462, -0.2084744977335736] Predicted: 3.7908394631220625 Movie Vector: [2.410032410507718, -0.15201682539704342] User Vector: [2.3213720932132498, -0.7945907619648919] Predicted: 5.715373146615796 Movie Vector: [1.4805671606557589, -0.9132238594012821] User Vector: [1.9797604593923082, -0.1644411155734542] Predicted: 3.081339872349252 Movie Vector: [1.8142874600149648, -0.8308579199414703] User Vector: [2.214215214899609, -0.796350279770891] Predicted: 4.678876835161952 Movie Vector: [2.169304797727477, -0.5475315847984236] User Vector: [1.8245381279325985, -0.19220911946412994] Predicted: 4.0632198783538 Movie Vector: [1.999413150417213, -0.17584363704588574] User Vector: [1.8094415106528983, -0.7139035802146501] Predicted: 3.7433565533552158 Movie Vector: [2.2512640870657377, 0.07241025652088989] User Vector: [1.58805271393934, -0.12633473733838982] Predicted: 3.5659781125207437 Movie Vector: [1.9331332100539025, -0.5684724762679175] User Vector: [2.0533054648894398, -0.13706960890193937] Predicted: 4.047233284556504 Movie Vector: [1.8999109490156871, -0.36127092777788733] User Vector: [1.48163547741606, -0.049740793631799965] Predicted: 2.832945368656626
avg loss: 0.9818590356008152: 86%|██████████████████████████████████████▉ | 60528/70000 [01:25<00:13, 721.31it/s]
Movie Vector: [1.4440802118351816, -0.8212926709470593] User Vector: [2.2422277546799094, -0.8931733496850808] Predicted: 3.9715134569424793 Movie Vector: [2.1326416943261193, 0.21223134697086105] User Vector: [1.9221849046544492, 0.07548921735972752] Predicted: 4.1153528501523855 Movie Vector: [1.6440465560913526, -0.4039544986648482] User Vector: [1.9375736959962726, -0.42054155506916885] Predicted: 3.3553410151215672 Movie Vector: [2.122491296294659, 0.2544265161312071] User Vector: [2.0679080943730503, -0.5693887678342273] Predicted: 4.244249331319772 Movie Vector: [1.137451519166339, -0.4805416654276674] User Vector: [1.6318076721130552, -0.5422327828055615] Predicted: 2.116667560131145 Movie Vector: [2.0853086467703736, -0.4021103911549446] User Vector: [1.742198776775504, -0.6322614306151676] Predicted: 3.887261064779577 Movie Vector: [1.6607860769061453, -0.2695833233081279] User Vector: [2.1286640429229378, -0.7479983491461775] Predicted: 3.73690348568898 Movie Vector: [1.137413801858872, -1.080166291576358] User Vector: [2.0963396352950134, -0.23933418167300977] Predicted: 2.6429263500335396 Movie Vector: [2.0444566147788685, -0.33401994533392454] User Vector: [1.1367414002060305, -0.45757921356698217] Predicted: 2.4768590588457955 Movie Vector: [1.51089478722786, -1.2742534010842723] User Vector: [2.042291431709474, -0.07382759266239325] Predicted: 3.179762539213886 Movie Vector: [1.7331224529837426, -0.23013652550482036] User Vector: [2.0321796176998617, -0.3635959301342869] Predicted: 3.6056928279803464 Movie Vector: [2.165520836817292, -0.5471329569026846] User Vector: [1.9235041481750825, -0.6889656036585786] Predicted: 4.542344100511598 Movie Vector: [2.0995945266125124, -0.08285434487291539] User Vector: [1.664151348417072, 0.15981461357467386] Predicted: 3.480801727482469 Movie Vector: [1.6341779203414377, -0.7022075223332165] User Vector: [2.0098846764905174, -0.9693656098347985] Predicted: 3.9652049838705183 Movie Vector: [2.055234356353758, -0.1308712155904808] User Vector: [1.635565423550227, -0.16754435694765688] Predicted: 3.383396984203778 Movie Vector: [1.1753332132827494, -0.5504428603852386] User Vector: [2.623017231859578, -0.10742846652116432] Predicted: 3.14205250401625 Movie Vector: [1.6352558286395533, -0.6695832579459216] User Vector: [2.0444904281498415, -0.3252608800059841] Predicted: 3.5610541289465685 Movie Vector: [1.9796136654798768, -0.279165615322215] User Vector: [1.433212131529016, -0.16532236211114462] Predicted: 2.8833586400516626 Movie Vector: [2.0302026453154682, -0.5225261351728323] User Vector: [1.6985802747979464, -0.6604406656406194] Predicted: 3.7935596757036314 Movie Vector: [1.3361336915160202, -0.6380080031738732] User Vector: [1.5848839018489702, 0.2380707267696663] Predicted: 1.965725749401311 Movie Vector: [2.077338384482874, -0.5153076617715504] User Vector: [2.0174765164030743, -0.9047438894086622] Predicted: 4.657202865470175 Movie Vector: [1.2549356560554559, 0.08976897878325733] User Vector: [1.7711312130326393, -0.6462223359143481] Predicted: 2.1646449916254484 Movie Vector: [1.3833088025062692, -1.3657118614320234] User Vector: [1.8803458301505127, -0.8547291039014637] Predicted: 3.7684126141125556 Movie Vector: [1.8352632212274906, -0.3620043303109222] User Vector: [2.162787748161933, -0.39322120133275656] Predicted: 4.111632587175541 Movie Vector: [1.640581731804971, -0.57928059334376] User Vector: [1.7267116160286962, -0.4832467331176594] Predicted: 3.1127469876439497 Movie Vector: [2.071937119325784, -0.10698336962601228] User Vector: [1.9937749648799938, -0.47330772893190903] Predicted: 4.181612413028492 Movie Vector: [2.020356262367775, -0.5443155510773666] User Vector: [2.1671351540535975, -0.29275051279189784] Predicted: 4.5377337365880415 Movie Vector: [2.1129353259279378, -0.06998470959705373] User Vector: [1.3649075699210005, -2.2002597834427644] Predicted: 3.037945963094857 Movie Vector: [1.6958593656921797, -0.08080476506595338] User Vector: [1.8539069049442254, 0.22959410481486425] Predicted: 3.125413090170973 Movie Vector: [1.4071700587663691, -0.6423103023343941] User Vector: [2.4319242062852435, -0.5597235217749672] Predicted: 3.781647112768713 Movie Vector: [1.4790398272308602, 0.921322088553546] User Vector: [1.9876242550456649, -0.1335669541314296] Predicted: 2.816717249640503 Movie Vector: [1.711637816238838, -0.0016669165455916242] User Vector: [2.0820947979113473, -0.35838797432599145] Predicted: 3.5643895959433682 Movie Vector: [1.8163951019689775, 0.0808675297679537] User Vector: [1.9736306176322467, -0.23930999907933842] Predicted: 3.5655405784889034 Movie Vector: [1.9084389912373738, -0.3475087347946134] User Vector: [2.154944717702708, -0.1668508631128418] Predicted: 4.170562655564596 Movie Vector: [2.21868214090369, -0.41869640477707076] User Vector: [1.5364802228005516, -0.33937631025631354] Predicted: 3.5510568711501325 Movie Vector: [1.8376129893500208, -0.839247028500919] User Vector: [1.816629045454883, -0.13071693516447144] Predicted: 3.4479649301699524 Movie Vector: [1.5127324554352402, 0.09569670614287121] User Vector: [1.6167519512027209, 0.29432669798380773] Predicted: 2.4738792444995656 Movie Vector: [1.811887352013769, 0.21125582385618832] User Vector: [2.061886506256887, -0.2861128247183526] Predicted: 3.675463081473016 Movie Vector: [1.8497100323281237, -0.30744983507159723] User Vector: [1.581068854133234, -0.01108251413690442] Predicted: 2.9279262384353437 Movie Vector: [2.1805997461194986, -0.4921747994437189] User Vector: [1.9739537187621228, 0.2971946546778453] Predicted: 4.158131258422511 Movie Vector: [2.2614312752447745, 0.31069419677480764] User Vector: [1.8036020503425672, -0.42800528572896823] Predicted: 3.9457433262753474 Movie Vector: [2.0187538805394274, -0.09061777133384759] User Vector: [1.7430068055568486, -0.3659613887410335] Predicted: 3.5518643579664717 Movie Vector: [2.1961540000158566, -0.012489798899310133] User Vector: [2.2764353178229264, -0.17812374531975284] Predicted: 5.001627258772424 Movie Vector: [1.3127304988856001, -0.4763344557767165] User Vector: [1.892493259503474, 0.14157206232298278] Predicted: 2.4168979694258255 Movie Vector: [1.7727088498262424, -0.3960621420214025] User Vector: [1.8125812771685752, -0.29347927017147896] Predicted: 3.3294148994490804 Movie Vector: [1.345983201508044, -0.05345641389140551] User Vector: [2.1205297490434516, -0.5630809237011454] Predicted: 2.8842977074222773 Movie Vector: [1.7140099032265395, 0.015910688529669974] User Vector: [2.080308597472114, -0.6668520810834879] Predicted: 3.555059462077035 Movie Vector: [2.090590028111271, -0.2727035980083122] User Vector: [1.6498832760713424, -0.40405049980548685] Predicted: 3.5594155495763165 Movie Vector: [1.7337571575399624, -0.19764605500912977] User Vector: [1.6331140762687915, -0.47836493444025174] Predicted: 2.925970160957098 Movie Vector: [1.4469197412337587, -0.15842073337393275] User Vector: [1.8427592627140599, -0.37092702915821196] Predicted: 2.7250872875497976 Movie Vector: [1.8614903030704975, -0.34222007010327404] User Vector: [2.0171808078713642, -0.15582607098806908] Predicted: 3.8082893223299115 Movie Vector: [1.6841489476121456, -0.18311502595570528] User Vector: [1.9826714525859124, -0.7117254325688226] Predicted: 3.4694416613913837 Movie Vector: [1.8574244934646669, -0.40363256943454506] User Vector: [1.095742829227305, 0.32701570833527427] Predicted: 1.9032653789442433 Movie Vector: [1.7841291917593338, -0.24811377284934044] User Vector: [1.6975892439063367, -0.057543051086193196] Predicted: 3.042995749176209 Movie Vector: [1.635987811891944, -0.12326720889272172] User Vector: [1.7337451502782157, -0.04479644154818847] Predicted: 2.841907867099899 Movie Vector: [2.098741366163696, -0.16014375317743118] User Vector: [1.9211645977568177, -0.24989522096336822] Predicted: 4.072046771107648 Movie Vector: [2.3684795067145847, -0.5703711132240732] User Vector: [1.7888197248084838, -0.24647030610614734] Predicted: 4.377362402286159 Movie Vector: [1.893796087511876, -0.5433570466778511] User Vector: [2.0606531854083965, -0.3980451827765819] Predicted: 4.118737595203134 Movie Vector: [1.5875696089987976, -0.6160181617194115] User Vector: [1.8443396749781116, -0.28964584194602455] Predicted: 3.1064447157712314 Movie Vector: [1.7413656086591256, 0.02740732632114114] User Vector: [1.72661861499864, -0.3804917180234825] Predicted: 2.996246014750922 Movie Vector: [1.6655256581203464, -0.7232484870859789] User Vector: [1.758984996910805, -0.24823189259458597] Predicted: 3.1091679853692074 Movie Vector: [1.7625965316782883, -0.3678363166348308] User Vector: [1.8686547517958403, -0.2912044465268203] Predicted: 3.400799955417611 Movie Vector: [2.127230069977409, -0.20657683320315537] User Vector: [1.414456910302738, -0.45098991510567427] Predicted: 3.1020393407524134 Movie Vector: [1.6761301347006832, 0.02805321512554282] User Vector: [1.9223245181473487, 0.05976348661452999] Predicted: 3.2237426114873915 Movie Vector: [2.18555748241799, -0.19576439937146037] User Vector: [1.666275135684872, -0.26990190396192454] Predicted: 3.6945772746814436 Movie Vector: [2.023945631912462, -0.23479625814437438] User Vector: [1.8076578927688103, -0.26936792140312693] Predicted: 3.721847876071101 Movie Vector: [1.47902371702595, 0.4217410976885121] User Vector: [2.078982639978432, -0.9364157860088311] Predicted: 2.6799396103291073 Movie Vector: [2.084739418952752, 0.24317643875522943] User Vector: [1.742946837441104, 0.03430413499542666] Predicted: 3.64193193453527 Movie Vector: [2.0306142702159447, -0.0022188200605096145] User Vector: [1.9070956250430635, -0.6156783448852825] Predicted: 3.8739416703412943 Movie Vector: [1.8819224817052107, -0.4190671708569083] User Vector: [1.822549022153337, -1.1303934880763693] Predicted: 3.9036067798034493 Movie Vector: [1.8562227485463862, -0.2052032517470038] User Vector: [2.213970857605912, -0.06585976584530158] Predicted: 4.123137708617598 Movie Vector: [2.299649444361153, -0.1927610832651323] User Vector: [2.040837142108608, -0.9105387611059064] Predicted: 4.86872643782733 Movie Vector: [1.9585491870269687, -0.25515419927968386] User Vector: [1.5709536025005317, -0.23344811329704626] Predicted: 3.136355167456165 Movie Vector: [2.3876062793463078, -0.29530270098026057] User Vector: [2.1226964700546223, 0.003168797769912632] Predicted: 5.067227666508342 Movie Vector: [1.0690349991756882, -1.9906584300816872] User Vector: [2.312393055845298, -0.33248396579899653] Predicted: 3.133891117934209 Movie Vector: [1.9788739318051634, -0.18355062001671787] User Vector: [1.8958325945473626, -0.52228024876862] Predicted: 3.8474785639002893 Movie Vector: [1.3790729343359633, -0.18746655919352778] User Vector: [2.05377282965874, -0.28146887996307784] Predicted: 2.8850685251036876 Movie Vector: [1.3976219830204681, -0.17898192934975726] User Vector: [2.146975934093747, -0.28742188994874185] Predicted: 3.052104086905704 Movie Vector: [2.064836491196214, 0.0868106221018479] User Vector: [1.851093945759707, -0.22661307398903408] Predicted: 3.8025339059076284 Movie Vector: [1.5246184429993392, -0.16748568403581357] User Vector: [1.8682937227609537, -0.24017249777646096] Predicted: 2.8886605217379246 Movie Vector: [1.4245900934953464, -0.6463196391232404] User Vector: [1.8036387436411287, 0.07268994672427065] Predicted: 2.5224649463008264 Movie Vector: [1.8319752409573158, 0.04409097933278361] User Vector: [2.2150106441203983, 0.16138659968396826] Predicted: 4.06496035171674 Movie Vector: [1.8573184821632436, -0.47873652732309374] User Vector: [1.9804123585317843, -0.05579790227083802] Predicted: 3.7049689697706376 Movie Vector: [1.9853563127857148, -0.25043028200797396] User Vector: [1.669707564486389, -0.3813874401652958] Predicted: 3.4104754178540073 Movie Vector: [1.971687901156249, -0.09760517267345065] User Vector: [2.1251209562036117, -0.9752511597978178] Predicted: 4.28526483569231 Movie Vector: [1.9801398406188955, 0.39402231684073036] User Vector: [1.8024444380342903, 0.47104226977519137] Predicted: 3.7546932087203717 Movie Vector: [1.7292354789624809, -0.1614040929731976] User Vector: [2.0390718736043807, -0.047791785387450346] Predicted: 3.5337492177632255 Movie Vector: [2.0142573978121394, -0.6688151191008188] User Vector: [2.216197080913012, -1.4097692017881518] Predicted: 5.406866321837312 Movie Vector: [1.8284270380889873, -0.03893522928293902] User Vector: [1.8200391457347431, -0.19107357831963415] Predicted: 3.335248278023574 Movie Vector: [1.365362783284651, -0.4913974070347444] User Vector: [1.8432365044999215, -0.5560826700382626] Predicted: 2.7899441061896435 Movie Vector: [1.6966068216960901, -0.6032443572450858] User Vector: [1.939324672020197, -0.3673107664371302] Predicted: 3.5118496152415655 Movie Vector: [1.6795169300943493, -0.18358085299779667] User Vector: [2.213070219063701, 0.0485229143075119] Predicted: 3.7079810224065843 Movie Vector: [2.02008424430461, 0.05885888473397041] User Vector: [1.9814307878362973, -0.47267034392486573] Predicted: 3.974836266397935 Movie Vector: [1.7955007991484835, -0.3395471008650032] User Vector: [1.754310166087254, -0.16005911483145843] Predicted: 3.2042129135720137 Movie Vector: [2.060318579856954, 0.007721637708646617] User Vector: [1.5474949182689495, 0.11541250685811197] Predicted: 3.1892237059087405 Movie Vector: [1.4791854159304936, -0.2062484846600822] User Vector: [1.929153263514157, -0.24461650986292446] Predicted: 2.9040271569669236 Movie Vector: [2.089020758363429, -0.5937282606666175] User Vector: [1.9228512438234264, -0.7649071642098585] Predicted: 4.47102316376983 Movie Vector: [1.661365738646837, -0.22251200667242133] User Vector: [1.8224307231790904, -0.209033188716479] Predicted: 3.0742363588295576 Movie Vector: [1.6864907406323415, -0.48346360567183605] User Vector: [2.023757252563613, -0.8574698850143118] Predicted: 3.827603350100114 Movie Vector: [1.7353498409088675, -0.6586757225036389] User Vector: [1.4422807313102215, 0.30841738894488563] Predicted: 2.2997145911291597 Movie Vector: [1.8064167121630903, -0.609694342300555] User Vector: [1.8951008002861283, -0.7961396851856671] Predicted: 3.9087436186091553 Movie Vector: [2.196373937780968, -0.1459327697732561] User Vector: [1.9587937928025165, -0.4660525102753111] Predicted: 4.370255969682836 Movie Vector: [1.5380901916559606, 0.07100950445458439] User Vector: [1.6284111368405814, -0.4120662775653407] Predicted: 2.4753825753854706 Movie Vector: [1.865666574438417, 0.18685081194504305] User Vector: [2.151833712259717, 0.10541594289470654] Predicted: 4.034301285234516 Movie Vector: [1.5286700285473032, -0.40871288547678475] User Vector: [1.6443061585623824, -0.23975792711323057] Predicted: 2.6115936965564446 Movie Vector: [2.319444177481508, 0.30123985071479387] User Vector: [2.121623467337598, -0.2918886997349233] Predicted: 4.833058689790836 Movie Vector: [1.7730539300264119, -0.41880647387994796] User Vector: [2.005473139519798, -0.22521918745402889] Predicted: 3.6501352853357134 Movie Vector: [1.9092716527108105, -0.4152556544629744] User Vector: [2.034033915665754, -0.7326377289279575] Predicted: 4.187755255443242 Movie Vector: [1.3942515029376001, 0.32654182415855537] User Vector: [2.474196614982395, -0.22033352440246745] Predicted: 3.377704238020662 Movie Vector: [1.8087435538917882, 0.1912704985148255] User Vector: [2.0521178983631705, -0.6325545651542126] Predicted: 3.590765993475473 Movie Vector: [2.11112697227219, -0.5593137515364881] User Vector: [1.8183196340375134, -0.6469398273772402] Predicted: 4.200545965497424 Movie Vector: [2.355554877183176, -0.1333695155405708] User Vector: [2.080619478394371, -0.45510679804987003] Predicted: 4.9617107330693075 Movie Vector: [2.231315971242991, -0.2291692120469254] User Vector: [2.062053512877948, -0.3631855376223607] Predicted: 4.684323880326034 Movie Vector: [1.3018508460252982, -0.5063923524606814] User Vector: [1.7222916801092423, -0.3006147654115632] Predicted: 2.3943958990937264 Movie Vector: [1.8938140754403636, -0.41132664159458815] User Vector: [2.257686924277664, -0.23038932551080682] Predicted: 4.370404542656305 Movie Vector: [1.4619683371700867, -0.6803311418768079] User Vector: [2.0773942762174475, -1.2196307473505845] Predicted: 3.8668374346613654 Movie Vector: [2.1223881596562326, -0.6070017597903358] User Vector: [1.7924018697889605, -0.5574424980699458] Predicted: 4.142541083096161 Movie Vector: [2.287652807953272, -0.559234506829942] User Vector: [1.553156159600887, -1.6620498250033897] Predicted: 4.482557663913451 Movie Vector: [2.003564200430993, 0.08648552352963906] User Vector: [2.3427672285720664, -0.3890439503101887] Predicted: 4.66023787939131 Movie Vector: [1.7985348143263065, -0.7040778632753939] User Vector: [1.9481653056592456, -0.7250893767956867] Predicted: 4.014362505388798 Movie Vector: [2.1269859759526675, -0.19206104825442502] User Vector: [2.096426139837375, 0.05454900174012048] Predicted: 4.448592260599243 Movie Vector: [1.8594255961950477, -0.3599117718920725] User Vector: [1.449573007288616, -1.7097983177706082] Predicted: 3.3107496954327873 Movie Vector: [1.9658881914805044, -0.32806837724699695] User Vector: [1.3856359958416715, -0.6126805682609925] Predicted: 2.925006561715623 Movie Vector: [1.9476249788824818, -0.3440632639915537] User Vector: [2.139920085403994, 0.0338100310026674] Predicted: 4.156129021522719 Movie Vector: [1.9208560919054687, -0.21444045854533575] User Vector: [2.047941222402272, -0.1598670864403095] Predicted: 3.968082344238303 Movie Vector: [1.596973905483236, -0.4037838824627634] User Vector: [1.7053388325400536, -0.40851473190170745] Predicted: 2.888333280064218 Movie Vector: [2.1623901805781442, 0.244704736780203] User Vector: [2.1018213072948235, -0.1608018809915368] Predicted: 4.505608774262448 Movie Vector: [2.227773309018494, -0.1709761211711654] User Vector: [2.059349761956297, -0.739755017103946] Predicted: 4.714244877061169 Movie Vector: [2.017071731397414, -0.43024059436135276] User Vector: [1.9997587440130247, -0.2789135359143775] Predicted: 4.1536567576306975 Movie Vector: [2.045176362347416, -0.27877345589020475] User Vector: [1.7726846875113937, -0.3672935687291712] Predicted: 3.727844518274396 Movie Vector: [1.8122903228857634, 0.35177612673134734] User Vector: [1.8387960106539936, -0.2874947564838341] Predicted: 3.2312984239777247 Movie Vector: [1.5669659218644194, -0.24014326550106577] User Vector: [1.7295975762927551, 0.19181390393454256] Predicted: 2.664157643330694 Movie Vector: [1.7206966592466395, -0.9318469368977944] User Vector: [1.758206252422439, -0.5064098891223178] Predicted: 3.497236128803228 Movie Vector: [1.781466515150763, 0.5711963320044038] User Vector: [2.5349594502860606, -0.031327637679792714] Predicted: 4.498051146216541 Movie Vector: [1.5514086825202698, -0.3300822906632679] User Vector: [1.876875329243335, -0.2709867259925778] Predicted: 3.001248601051169 Movie Vector: [1.7760373596704941, -0.4127856499805976] User Vector: [1.7468663251084162, -0.16520831458011526] Predicted: 3.170695477259003 Movie Vector: [1.6387342876746422, -0.7594187836614833] User Vector: [1.7655926301407159, -0.3017039597971296] Predicted: 3.1224568352522333 Movie Vector: [2.2588127447100845, -0.6497064903263351] User Vector: [1.4889820449527813, -0.005356528462257153] Predicted: 3.3668117910913726 Movie Vector: [1.1394200597772268, -0.3976508776702857] User Vector: [1.80668240968602, -0.2801215497817933] Predicted: 2.1699607593679997 Movie Vector: [2.231379144915707, -0.12152884638232833] User Vector: [1.8865152904145213, -0.7138604450420678] Predicted: 4.2962855119595 Movie Vector: [1.6846353075429117, 0.3775468177884271] User Vector: [1.7695963017148784, -0.35225953350116573] Predicted: 2.8481299440572423 Movie Vector: [2.2075210334346935, 0.0481709499437757] User Vector: [2.03338151880132, -0.06631318006228681] Predicted: 4.485538102873903 Movie Vector: [2.1175316038340295, -0.3995390766417203] User Vector: [1.1069262692785198, -0.08911953521430714] Predicted: 2.3795580951216264 Movie Vector: [2.109940633527345, 0.025431474520424265] User Vector: [1.7926165705869133, -0.6380058779145998] Predicted: 3.7660891123877027 Movie Vector: [1.9628726216607328, -0.2452946537183209] User Vector: [2.140258777341131, 0.051136664310615296] Predicted: 4.188511806947598 Movie Vector: [2.131757929512141, -0.4960310456082242] User Vector: [2.045651980562123, -0.17343440718843087] Predicted: 4.446863680927642
avg loss: 0.9819886395131083: 87%|███████████████████████████████████████ | 60693/70000 [01:25<00:12, 760.19it/s]
Movie Vector: [1.7335223388776595, -0.6017467883062038] User Vector: [1.6800993533206052, -0.4079919865976225] Predicted: 3.1579976281049658 Movie Vector: [2.268075860393847, 0.24537278208881036] User Vector: [1.5347140111484785, -0.5503329136157895] Predicted: 3.3458110832051298 Movie Vector: [2.3497154627892582, -0.3289992776692032] User Vector: [1.9032189818126384, 0.6091401519728418] Predicted: 4.271616400640811 Movie Vector: [1.6898830165194905, -0.34566265033766114] User Vector: [1.5403715354808412, -0.7252139608805839] Predicted: 2.853727076718979 Movie Vector: [1.984677262015658, -0.6499985775622789] User Vector: [1.807979686856155, -0.6414018329932853] Predicted: 4.005166453781075 Movie Vector: [2.252670092437625, -0.2329302725325488] User Vector: [1.8293388639085506, -0.3096443657573732] Predicted: 4.193022494164647 Movie Vector: [1.8009411506139834, -0.4797019112355833] User Vector: [1.8756188159306675, -0.19481547294903884] Predicted: 3.4713324631873315 Movie Vector: [2.0869074667383334, 0.0167312165368958] User Vector: [1.9768120621489702, 0.10211863058805641] Predicted: 4.127132421757908 Movie Vector: [1.8558176947729608, -0.20936340899792474] User Vector: [1.9842809527976806, 0.7064789484430397] Predicted: 3.534552862571582 Movie Vector: [1.8334698924727764, -0.4830805840105808] User Vector: [1.8259557130825916, 0.06256500222157482] Predicted: 3.3176108871137693 Movie Vector: [2.0443779799999633, -0.09599780254997368] User Vector: [1.935757400900221, 1.0532565938925158] Predicted: 3.8563094864874214 Movie Vector: [1.8609017010154072, -0.4025948245733389] User Vector: [2.115689737975359, 0.12568867724283256] Predicted: 3.886489021253754 Movie Vector: [2.02396610665514, -0.4645870819247232] User Vector: [1.878480861801829, -0.5974763948820077] Predicted: 4.079561411104375 Movie Vector: [2.1649080835143595, -0.19107431513177267] User Vector: [2.1990792907109116, -0.6589774645370919] Predicted: 4.886718200472773 Movie Vector: [2.1588143859192734, -0.5762804534162935] User Vector: [1.7285701641970808, -0.4401706546380123] Predicted: 3.985323881974839 Movie Vector: [2.0980676442708655, -0.11420584643176025] User Vector: [2.2111066602951808, 0.16129264073392086] Predicted: 4.620630779438899 Movie Vector: [2.2269779088398787, -0.5153959419356676] User Vector: [2.6946537531351202, -0.1409779410304593] Predicted: 6.073593838913926 Movie Vector: [1.9995660462160834, -0.17152372985387387] User Vector: [2.1312492737308495, -0.3589117431117068] Predicted: 4.3231355646417695 Movie Vector: [2.2163523503508777, -0.5909321719261766] User Vector: [1.6609167168871593, 0.23097216859431316] Predicted: 3.5446877839679822 Movie Vector: [1.7188519224969063, -0.48251284273267253] User Vector: [1.7184262888457111, -0.7047057200385828] Predicted: 3.293749890517466 Movie Vector: [1.882017166569033, 0.604546777974249] User Vector: [1.4297208423582926, -0.03986914760423909] Predicted: 2.666656403995123 Movie Vector: [2.153996461327651, -0.08066899389077495] User Vector: [1.9522814009365332, -0.40829732963109305] Predicted: 4.238144163922712 Movie Vector: [2.236840174757038, -0.15556083342824165] User Vector: [2.124788833572523, -0.2834513127278177] Predicted: 4.796906948254435 Movie Vector: [1.46348718698085, -0.6422563412853718] User Vector: [1.9469536205502775, -0.21887439786455493] Predicted: 2.9899151472948344 Movie Vector: [2.1255853249775485, -0.11219852608500627] User Vector: [2.169793560259321, -0.5650374612562004] Predicted: 4.6754777202537605 Movie Vector: [1.5877374488712588, -0.4983726689579666] User Vector: [1.5989168578970343, -0.1031311545191247] Predicted: 2.5900579216450987 Movie Vector: [1.422800591459991, -1.1756383812814521] User Vector: [1.821295677413439, -0.3259007995499662] Predicted: 2.9744820554886195 Movie Vector: [1.3313315601364788, -0.662365585386287] User Vector: [1.9682864375565974, -0.7307040594658907] Predicted: 3.1044350757999575 Movie Vector: [2.177753571727496, -0.4139345433212256] User Vector: [1.6264429609717628, -0.24067710857735491] Predicted: 3.641616536494141 Movie Vector: [1.6642625230208348, -0.8732616070759095] User Vector: [2.078587507968068, -0.763867681737134] Predicted: 4.126371609677645 Movie Vector: [1.69413461946119, -0.20576697109171352] User Vector: [2.0816600728006804, -0.15350642069329976] Predicted: 3.5581989465109243 Movie Vector: [1.8342970758068895, -0.5265519638746701] User Vector: [2.0985801399758883, -1.2217238387605973] Predicted: 4.492720500716078 Movie Vector: [1.9366647093308096, -0.3442364326326946] User Vector: [2.2026435556220187, -0.5296137442084252] Predicted: 4.448094387387651 Movie Vector: [1.6278308703348903, -0.5343858785153603] User Vector: [1.8272601275244675, -0.2698857904152543] Predicted: 3.118693598926265 Movie Vector: [1.8857694584027724, -0.5418065863318614] User Vector: [1.752708528767769, -0.42290490564235395] Predicted: 3.534336876301398 Movie Vector: [2.0610029986232257, -0.2820526751217317] User Vector: [2.000136673498625, -0.24099589092179513] Predicted: 4.190261217464787 Movie Vector: [2.3084381650368115, -0.19668225398013217] User Vector: [2.164471002804909, -0.18917403725093143] Predicted: 5.033754646031386 Movie Vector: [1.9632341930718298, -0.3539358260704887] User Vector: [1.5186957938758383, 0.218952759736036] Predicted: 2.9040602855238262 Movie Vector: [2.1015236296192144, -0.38962398155573585] User Vector: [1.8488786114410183, -0.6156147320763222] Predicted: 4.125320353256806 Movie Vector: [1.6447608659447734, -0.4160734868999727] User Vector: [1.6963475966215102, -0.02219724859348824] Predicted: 2.7993218285844086 Movie Vector: [1.9100033220460784, -0.2187158312219875] User Vector: [2.0725727230676374, -0.5103213545255829] Predicted: 4.070236145486668 Movie Vector: [2.3010979919043604, -0.24112745595831392] User Vector: [1.8822821334920774, 0.612071659248177] Predicted: 4.183728355517378 Movie Vector: [1.4163043074332349, -0.6403502406707785] User Vector: [1.5906356719029557, 0.3433759395494024] Predicted: 2.032943288142099 Movie Vector: [2.1006494572516017, -0.005980122634244678] User Vector: [2.1065544434435086, -0.3584117948956529] Predicted: 4.427275794777592 Movie Vector: [1.9472842816644316, -0.18834981316643373] User Vector: [1.8818134026500013, -0.4172599610534706] Predicted: 3.743016495712062 Movie Vector: [1.879159521347071, -0.032882150059593544] User Vector: [1.7733569213174327, -0.12088835458102687] Predicted: 3.336395612456173 Movie Vector: [1.7125725117996506, 0.30088319957068743] User Vector: [1.8011981137176531, 0.43109813961174925] Predicted: 3.214392565433588 Movie Vector: [1.8699897046425697, 0.1370231663876321] User Vector: [1.9667884828405424, -0.3128939004494705] Predicted: 3.6350005011384305 Movie Vector: [2.128686927030354, 0.0006016625889499595] User Vector: [2.06064766431714, -0.2367922500967324] Predicted: 4.386331275209293 Movie Vector: [1.507907840920932, -0.6725228199939939] User Vector: [2.309476983946202, 0.3996417227556902] Predicted: 3.213710274143989 Movie Vector: [2.2431192799106037, 0.014756015005342916] User Vector: [1.5806051018660736, -0.2319645189060244] Predicted: 3.5420629059991686 Movie Vector: [1.40957153696751, 0.17541324687276652] User Vector: [1.4271156404977, -0.6156034969016685] Predicted: 1.9036365786289644 Movie Vector: [1.4952178671309249, -0.49141416600473603] User Vector: [2.08960707781986, -0.571546677135231] Predicted: 3.405283971716683 Movie Vector: [2.033483694518425, -0.012536955996916378] User Vector: [1.4604707877289647, 0.22944968145901612] Predicted: 2.966966932607371 Movie Vector: [2.2630658735315423, -0.532923752563284] User Vector: [2.0961449757810677, 0.026342491643213194] Predicted: 4.7296756211663675 Movie Vector: [2.020925966832844, 0.19492406197537465] User Vector: [1.6706326724930245, 0.09565022941525599] Predicted: 3.3948694801270016 Movie Vector: [1.7594091978361248, -0.2348397285886219] User Vector: [1.9709213130714687, -0.4061712006637634] Predicted: 3.5630422209535872 Movie Vector: [2.121222555812635, -0.3243805239259336] User Vector: [2.1924224425492835, -0.5662319215349999] Predicted: 4.834290544376483 Movie Vector: [1.7048837160989356, 0.10390878285194144] User Vector: [1.9968126754068911, -0.3288775543110568] Predicted: 3.370160148025373 Movie Vector: [1.9042864297279105, -0.3364512502105318] User Vector: [2.10756112452004, 0.03215002606603322] Predicted: 4.002583132781389 Movie Vector: [2.281654468830548, -0.532690147577951] User Vector: [1.758871184642912, 0.654976113763159] Predicted: 3.6642369758372495 Movie Vector: [2.339513441468797, -0.010528101779653135] User Vector: [2.349686370212745, 0.5033034278073305] Predicted: 5.491824016634741 Movie Vector: [1.2273813989551203, -0.5902226656678348] User Vector: [2.0653592163783263, -0.9932030627353091] Predicted: 3.121194443580373 Movie Vector: [2.14890482693985, -0.4251900835480442] User Vector: [2.161914820371149, -0.18895624682870096] Predicted: 4.726091515304381 Movie Vector: [2.0876314571867614, 0.5202342075327075] User Vector: [1.7190348627191425, -0.4503628479609736] Predicted: 3.3544170961020576 Movie Vector: [2.099667074687619, -0.4521838502554376] User Vector: [1.9965171160456783, -0.12802742157868657] Predicted: 4.249913185039118 Movie Vector: [2.3747828348093933, -0.2015637737190298] User Vector: [1.5206399699737534, 0.3879516682490721] Predicted: 3.532992696345865 Movie Vector: [1.8956775132089776, -0.03564515682502557] User Vector: [1.947317904418339, -0.7247576420690183] Predicted: 3.71732086228676 Movie Vector: [1.635400001618873, 0.38734770055461604] User Vector: [1.8385777693955159, -0.7283775438592148] Predicted: 2.724674720296365 Movie Vector: [1.6762757454536106, -0.01530004207878844] User Vector: [2.0655211474387554, -0.0502605185964164] Predicted: 3.4631519892225238 Movie Vector: [1.8964121523322865, -0.02575502214863111] User Vector: [1.902709369241917, -0.7239188505440787] Predicted: 3.6269657162164455 Movie Vector: [2.3238086540870677, 0.2958916809707538] User Vector: [1.9055074380058339, 0.6252860913868487] Predicted: 4.61305162753332 Movie Vector: [1.1892033382498344, -1.140138304409914] User Vector: [2.7026634073364995, 0.30810242296040224] Predicted: 2.862736972071578 Movie Vector: [1.7642085217549788, 1.0632904246652337] User Vector: [2.1226192291078227, 0.12418952375969351] Predicted: 3.876792463890422 Movie Vector: [2.179521090042621, -0.1536430669551144] User Vector: [1.9068524276291787, -0.20313491371558356] Predicted: 4.187235352765691 Movie Vector: [1.777900299270565, -0.036225157648886466] User Vector: [2.053276495866281, -0.3959287055748947] Predicted: 3.6648634762630476 Movie Vector: [2.1904184409511966, -0.3158637181929433] User Vector: [1.7108484968753255, 0.4470874583533334] Predicted: 3.606255390276432 Movie Vector: [2.1486848460796457, -0.11821388855949119] User Vector: [1.6179614850273332, -0.37274144918318763] Predicted: 3.5205525405539952 Movie Vector: [2.061152734174028, -0.182240810364681] User Vector: [1.801727527251307, -0.5978088120841702] Predicted: 3.8225807813880084 Movie Vector: [1.6887466434323481, -0.20124706590928768] User Vector: [2.1357359710252206, -0.6237121450065325] Predicted: 3.7322371914811208 Movie Vector: [2.196032478835732, -0.012480290257632524] User Vector: [2.0154029296497136, -0.5693444281632032] Predicted: 4.4329958751715 Movie Vector: [1.728983561537999, -0.07990024800010037] User Vector: [1.941063866403837, -0.3777823061974205] Predicted: 3.3862524168628485 Movie Vector: [1.2137135458874366, -0.7876859551722248] User Vector: [2.1314953518967585, -0.28314859311434903] Predicted: 2.810056951616152 Movie Vector: [1.8817396347338429, -1.2993667392921] User Vector: [2.024379787033548, -0.19196261927503278] Predicted: 4.058785523688453 Movie Vector: [2.1215826771998203, -0.08316881464809545] User Vector: [2.2162726278040865, -0.403771054788474] Predicted: 4.735586775117243 Movie Vector: [1.3054563909464254, -1.0928552848568722] User Vector: [1.9025625068166032, 0.2272757495561808] Predicted: 2.2353328796765077 Movie Vector: [2.0752647556734303, 0.01092518439603905] User Vector: [1.9101902112331883, -0.17344678678045183] Predicted: 3.962255483876144 Movie Vector: [2.011251896950645, 0.540244573244275] User Vector: [2.1489075687818997, -0.2230122893843861] Predicted: 4.201513244977498 Movie Vector: [1.7088363816397598, -0.28037394670569143] User Vector: [1.9295200001660409, -0.7463594463637601] Predicted: 3.5064937190233683 Movie Vector: [1.8642768533095957, -0.49369076055043487] User Vector: [1.9113315900070351, 0.08357216025960822] Predicted: 3.521992438890133 Movie Vector: [1.8472793412439577, -0.20493720908037447] User Vector: [1.8588204301502136, -0.13434283015199378] Predicted: 3.4612924243700047 Movie Vector: [2.316247086839935, 0.34442503544287845] User Vector: [2.0950425407875835, -0.050529972212079916] Predicted: 4.835232394434903 Movie Vector: [1.640235279768406, -0.21041266701227931] User Vector: [1.7279487591921798, -0.5455643762336625] Predicted: 2.949036171889271 Movie Vector: [2.3479968632130688, 0.30382896341866344] User Vector: [1.9891793815733911, -0.3112532112868389] Predicted: 4.576019207756423 Movie Vector: [1.5406366101322035, 0.10077660581819055] User Vector: [1.7728448221480548, -0.48495035869341435] Predicted: 2.6824379859451724 Movie Vector: [2.2022525470221983, -0.1984686524848521] User Vector: [1.747845189625126, -0.21140669735091205] Predicted: 3.891154123001939 Movie Vector: [1.5393628714837737, -0.18366538205289948] User Vector: [1.681801461896575, -0.22069844463159177] Predicted: 2.6294373918024623 Movie Vector: [2.1331407805842955, -0.3274586165338055] User Vector: [1.766630469106916, -0.031134294430305808] Predicted: 3.778666690855631 Movie Vector: [1.6200736623285188, 0.12273200618500373] User Vector: [2.1876564429332586, 0.09653832090057034] Predicted: 3.556012927217323 Movie Vector: [2.1812287550720995, -0.37694183409378057] User Vector: [1.8908551372527385, -0.8651047230972192] Predicted: 4.450481758058933 Movie Vector: [1.5125461235442144, -0.6772716235201331] User Vector: [1.6290819732458315, -0.2323602477201986] Predicted: 2.6214326257837413 Movie Vector: [1.1031920590482416, -0.73219036971423] User Vector: [2.0317451599971807, -0.1260830743910754] Predicted: 2.333721939371697 Movie Vector: [1.747303487509659, -0.6519181706970555] User Vector: [2.110691036015397, 0.21951411597332018] Predicted: 3.5449125673575703 Movie Vector: [1.8885566596586023, -0.11882601462918332] User Vector: [1.6647684245337573, -0.5561577849661828] Predicted: 3.2100955080351126 Movie Vector: [1.9992016411885534, -0.45711753770953506] User Vector: [2.1287566718749, -1.0793112325261778] Predicted: 4.749185925137993 Movie Vector: [2.2418382558120546, 0.047051787540800284] User Vector: [1.7999304347244998, -0.1906453756856442] Predicted: 4.0261827006534086 Movie Vector: [1.8125829992108555, -0.40251825872497166] User Vector: [1.9606681616780102, 0.1168342696439018] Predicted: 3.5068458501750954 Movie Vector: [1.9829046235209675, -0.2726426244303502] User Vector: [2.171342586525112, 0.14443403620292677] Predicted: 4.266186379381187 Movie Vector: [1.436071506291783, -0.4563707373999192] User Vector: [1.477120001592387, -0.4570751727089919] Predicted: 2.3298456792768985 Movie Vector: [1.27817566228018, -0.06630794405466608] User Vector: [1.885285637208175, -0.2384998788078839] Predicted: 2.425540654546908 Movie Vector: [2.062151982224163, -0.3997306115480477] User Vector: [1.8090859594940627, -0.699513897311489] Predicted: 4.010227315343263 Movie Vector: [1.5864388236178864, -0.19342753948045316] User Vector: [1.663783965746872, -0.24496561132791908] Predicted: 2.686874572830254 Movie Vector: [1.6563143958700033, -0.27839799587107295] User Vector: [1.8014929024284623, -0.7225442377831445] Predicted: 3.184993496076917 Movie Vector: [1.9535561893109776, -0.36526623693162763] User Vector: [1.9166550535368447, -0.6136739366858209] Predicted: 3.968447712167314 Movie Vector: [1.7945798816868839, -0.6857535324213053] User Vector: [1.9039853602930763, -0.09743072164922166] Predicted: 3.4836672841456187 Movie Vector: [2.1812928137525587, -0.14815069829080646] User Vector: [1.9347569328625889, 0.5436290449805308] Predicted: 4.139732371386077 Movie Vector: [1.8800810106993466, -0.13107616444008005] User Vector: [2.0144989856331676, -0.39513860422781566] Predicted: 3.8392145416264034 Movie Vector: [1.974323387014711, 0.14096774963321448] User Vector: [1.9005728283826193, 0.19330790567269968] Predicted: 3.779595564249492 Movie Vector: [1.8187143938416386, -0.38318356085506405] User Vector: [1.8934652516871138, -0.2021911987045183] Predicted: 3.521148850975486 Movie Vector: [1.9605767705056802, -0.5669618815088623] User Vector: [2.082481397819903, -0.23208256953890824] Predicted: 4.214446623867091 Movie Vector: [1.2262038705835927, -0.8030664476882763] User Vector: [1.7279825128812416, -0.42461336887425427] Predicted: 2.4598515953785403 Movie Vector: [1.758171768861653, -0.1984971230625739] User Vector: [2.290507309612197, 1.025791933822606] Predicted: 3.823488540406841 Movie Vector: [1.9041078356918308, -0.33645397459315984] User Vector: [2.1508621927092677, 0.21937881784912702] Predicted: 4.021662679424142 Movie Vector: [2.117420275180887, -0.2356896941531822] User Vector: [1.7308243947440676, -0.3875755633013691] Predicted: 3.7562302321845227 Movie Vector: [1.8935396534144178, 0.13327663472401033] User Vector: [1.568183262070009, -0.09348422946241652] Predicted: 2.9569579270478177 Movie Vector: [1.6316221655350902, -0.9549874718702012] User Vector: [1.8108175457391769, -0.32812014214836516] Predicted: 3.267920670387851 Movie Vector: [1.8272549993656162, 0.04374706056101909] User Vector: [1.8104906426474656, -1.1469720885223653] Predicted: 3.2580514206638624 Movie Vector: [1.7435389366081981, -1.5845921751535297] User Vector: [2.0057254402896842, -0.43418299277385725] Predicted: 4.185063374224882 Movie Vector: [1.5668945650952384, 0.12371237768111867] User Vector: [1.8321543763544466, -0.3509726833654898] Predicted: 2.8273730695649713 Movie Vector: [2.21251711499537, -0.31008878252246563] User Vector: [1.775497414784977, -0.1883900506117099] Predicted: 3.986736059275326 Movie Vector: [2.174437154969964, 0.02666167347184065] User Vector: [1.7094846982805825, -0.4124987649183251] Predicted: 3.7061691364161273 Movie Vector: [1.4674358291185488, -0.48381525821074783] User Vector: [1.909487967845393, 0.06846538115060469] Predicted: 2.76892646322722 Movie Vector: [2.044101929269086, 0.7069325038546372] User Vector: [1.9664937491642283, -0.37697098486199104] Predicted: 3.753220624353161 Movie Vector: [1.9460401409102595, -0.20223705309308765] User Vector: [2.024415598817984, -0.3958299742342699] Predicted: 4.019645504699729 Movie Vector: [1.9397549255782622, -0.45466170967131203] User Vector: [1.7982911653000118, -1.447334368389175] Predicted: 4.146291663912442 Movie Vector: [2.0554575205544294, -0.1829334935119126] User Vector: [1.4886018134500192, -0.24193654320504648] Predicted: 3.1040160896234985 Movie Vector: [1.997509241305255, -0.6610494250522058] User Vector: [2.001239487541667, 0.22034377130116664] Predicted: 3.851836247097002 Movie Vector: [2.0256371304173073, 0.17906240003956359] User Vector: [1.822486726794803, -0.32688494544865193] Predicted: 3.6331639806194187 Movie Vector:
avg loss: 0.9821355269940797: 87%|███████████████████████████████████████ | 60849/70000 [01:25<00:11, 765.82it/s]
[1.9916622997405642, -0.2075990934582723] User Vector: [1.5361740057387436, -0.02465216574619141] Predicted: 3.0646576203319933 Movie Vector: [1.8402667886518775, -0.5601518461367471] User Vector: [1.7815156915619204, -0.4311815857348532] Predicted: 3.519991321913132 Movie Vector: [2.306041400488577, -0.19647277756518278] User Vector: [1.4503013336876853, -0.03325822505617685] Predicted: 3.350989254521276 Movie Vector: [1.7242280388926985, -0.3730939596060712] User Vector: [2.0258230326047038, -0.2300259600075272] Predicted: 3.5788021708830637 Movie Vector: [1.6416302212218734, -0.1327908594187797] User Vector: [1.979950919806654, -0.9521319559745289] Predicted: 3.3767816872045904 Movie Vector: [1.5971426899475012, -0.21514560942726435] User Vector: [1.3981907037402765, -1.3084518448784874] Predicted: 2.5146177312039457 Movie Vector: [2.1138362994688324, -0.17126532641063072] User Vector: [1.8738623787934106, -0.24078423782790714] Predicted: 4.002276307588658 Movie Vector: [1.6385047035719071, -0.5788122900960054] User Vector: [1.57832203828383, -1.4312925071317257] Predicted: 3.4145377773294223 Movie Vector: [1.2531171869637614, -0.21258449921816563] User Vector: [1.9793032012272995, -0.1243202365804641] Predicted: 2.506727414906463 Movie Vector: [1.8916633077442484, -0.5115557785931106] User Vector: [2.0113021496370354, -0.7093512178512044] Predicted: 4.167579191799356 Movie Vector: [1.2487927490300454, -1.663606739833785] User Vector: [1.5103179927084298, -0.5263261536375821] Predicted: 2.761673894566174 Movie Vector: [1.9576710134493311, -1.1475941488050698] User Vector: [1.9344851347630898, 0.019688062195049275] Predicted: 3.764491569297975 Movie Vector: [2.1545751043974897, -0.40728834806946124] User Vector: [1.7000188186398577, -0.6825120683575162] Predicted: 3.9407974365074727 Movie Vector: [1.8687799534079674, -0.40212679416962116] User Vector: [1.8304533477312255, -0.3379177680159628] Predicted: 3.55660031063383 Movie Vector: [2.2358937430777117, -0.13280889976308907] User Vector: [1.234681208997188, -1.5662833953271418] Predicted: 2.96863236434303 Movie Vector: [1.5568317424436542, -0.4474177623459475] User Vector: [1.8537770257592376, -0.2491619625983975] Predicted: 2.9974984048822684 Movie Vector: [1.7836988144266013, -0.21885073593845494] User Vector: [2.205287716131217, -0.09762941236818619] Predicted: 3.954935353478816 Movie Vector: [2.1000258359454955, -0.5254819229885574] User Vector: [2.392528628441164, -0.12590894512525094] Predicted: 5.090534807571563 Movie Vector: [1.4922873707372786, -0.6664322543343564] User Vector: [1.7369211106332607, -0.16289685316914293] Predicted: 2.7005451544464667 Movie Vector: [2.3055549942481863, 0.2144602204105257] User Vector: [1.7247968908052929, 0.5566781604485531] Predicted: 4.09599940664741 Movie Vector: [2.3401026653470716, -0.11695317327010385] User Vector: [1.4252185336503644, 0.31489357899381565] Predicted: 3.298329885991556 Movie Vector: [2.173759702352292, 0.24031000165292185] User Vector: [1.9046973246023244, 0.0466318911736896] Predicted: 4.151560399243783 Movie Vector: [1.8533211376784435, -0.23036848953915742] User Vector: [1.733997884763301, -0.24224255152589877] Predicted: 3.269459983218668 Movie Vector: [1.8106953101073675, 0.1383988943812145] User Vector: [1.975552576864045, -0.3121217821064746] Predicted: 3.5339264762424203 Movie Vector: [1.9759384937418012, 0.015432466599097836] User Vector: [1.8796088655024437, -0.0825648754256685] Predicted: 3.7127173308423687 Movie Vector: [1.8131388666258128, -0.3527562022384837] User Vector: [1.9168294962324925, -0.4745526218481228] Predicted: 3.6428794409593683 Movie Vector: [1.8595897154047138, -0.03154809169187136] User Vector: [1.9091794484688203, -0.62679455031999] Predicted: 3.5700646391801225 Movie Vector: [1.8353572056695655, -0.3959566613275468] User Vector: [1.807643312805737, -0.6412916676487806] Predicted: 3.5715948870978 Movie Vector: [1.8257105247305618, -0.47590650026445913] User Vector: [1.817004363416905, 0.11768038881927671] Predicted: 3.2613191277788554 Movie Vector: [1.852141920244182, -0.2888503805652327] User Vector: [2.2064725854280045, -0.06503084063436147] Predicted: 4.105484554406481 Movie Vector: [1.9260076372542274, -0.4207354453830216] User Vector: [1.804862017132431, 0.09367379230962027] Predicted: 3.4367661444590274 Movie Vector: [1.8152590149373822, -0.5323011233405094] User Vector: [1.775110505151152, -0.4424593310616766] Predicted: 3.4578069459422998 Movie Vector: [2.320470206698035, 0.2200635055224749] User Vector: [1.9597681080837999, -0.8179659290587304] Predicted: 4.367579057098819 Movie Vector: [1.4272222240414905, 0.19955660255322985] User Vector: [1.619233660672113, -0.5011937214171848] Predicted: 2.2109897501602735 Movie Vector: [1.9598656486030397, -0.45589474080330333] User Vector: [2.098741556636772, -0.34076326852330996] Predicted: 4.268603664126801 Movie Vector: [1.1476004245608848, -0.7349461992162549] User Vector: [1.3372718741097511, -0.28616039366851426] Predicted: 1.7449662641745822 Movie Vector: [2.176374250947658, -0.40427654607133645] User Vector: [1.94390572756729, 0.2779629206754426] Predicted: 4.1182924822405536 Movie Vector: [1.658422848362065, 0.047318183782581125] User Vector: [2.012926458138209, -0.4572758573202207] Predicted: 3.316645767192916 Movie Vector: [1.8674402452890715, -0.31563998044472075] User Vector: [1.812768190835044, -0.3235659585302324] Predicted: 3.4873666277682807 Movie Vector: [2.0149661802214145, 0.016400342889725854] User Vector: [1.7557087485588156, -0.2121153671841766] Predicted: 3.534214985910876 Movie Vector: [1.805209178762311, -1.1325074656659566] User Vector: [1.8674424824087887, -0.23757422911425274] Predicted: 3.6401788981767464 Movie Vector: [2.174749191524147, 0.30320064107501543] User Vector: [2.2119733070723684, 0.20858054427770834] Predicted: 4.873728915969404 Movie Vector: [1.8741764919148476, -0.3432000709815859] User Vector: [2.084334086010298, -0.1824352064565622] Predicted: 3.969021721102753 Movie Vector: [2.0537418711692377, -0.22101147181721392] User Vector: [1.9159852116754688, -0.3944388646979697] Predicted: 4.022114567787774 Movie Vector: [2.0892686155004787, -0.06775399160697797] User Vector: [1.7235019172766228, -0.19547000367433412] Predicted: 3.614102337509317 Movie Vector: [1.6048310285181266, -1.6850795972820973] User Vector: [1.9057338224120381, -0.5231986380021525] Predicted: 3.940012120526501 Movie Vector: [1.4200882000537332, -0.4514249154955771] User Vector: [2.1922423608829082, -0.3793698989296133] Predicted: 3.284434532913622 Movie Vector: [1.9446712603621406, -0.3493702563286032] User Vector: [1.8744523824141959, 0.1142673953632279] Predicted: 3.6052720477901783 Movie Vector: [1.9822997381247907, -0.2085007533179181] User Vector: [1.748786406187267, -0.17821789422494985] Predicted: 3.5037774002218485 Movie Vector: [1.6375134451602569, 0.05206816619575111] User Vector: [1.9089260403057384, -0.5197077717394244] Predicted: 3.0988318261850254 Movie Vector: [2.183911899233933, 0.3040646490424959] User Vector: [1.9999682024635967, 0.01472126983977456] Predicted: 4.372230573197039 Movie Vector: [2.2410644589483035, -0.37653721785028765] User Vector: [1.7272137367843026, -0.6802628702656845] Predicted: 4.1269416070912825 Movie Vector: [2.0843427261218386, 0.11866512451859132] User Vector: [1.4012765408223988, -0.010591252191669549] Predicted: 2.9194837528882065 Movie Vector: [1.9609277217494308, 0.617637867615191] User Vector: [1.663344867316878, -0.5672467508303615] Predicted: 2.9113459875567846 Movie Vector: [2.121387601854525, 0.34912481798661216] User Vector: [2.2346753968517827, -0.40449246739444406] Predicted: 4.59939432199467 Movie Vector: [1.8846169775432593, 0.1881476195874004] User Vector: [2.015589381913025, -0.032340576375363646] Predicted: 3.7925291664481025 Movie Vector: [2.069030706732967, -0.8766351384405527] User Vector: [1.423749106041597, -0.030995997710620636] Predicted: 2.9729527998278287 Movie Vector: [1.6167527757266718, -0.37166785896592414] User Vector: [1.6536717946419288, -0.12571900765773444] Predicted: 2.720304178535716 Movie Vector: [1.5046837954028052, -0.5146330818330658] User Vector: [1.688561150417756, -0.04139195069017475] Predicted: 2.562052267727083 Movie Vector: [2.37290875614591, -0.10970486215111823] User Vector: [1.668483269229009, -0.35608587932903757] Predicted: 3.9982229113422214 Movie Vector: [1.5569838723361216, -0.4474382097795117] User Vector: [2.0304812229388434, -0.27879355609996653] Predicted: 3.2861694068365366 Movie Vector: [1.8112004893579612, -1.151568722690457] User Vector: [2.360136030278766, -0.49118408513534745] Predicted: 4.840311762517449 Movie Vector: [1.3539466988294726, -0.8625664841640748] User Vector: [1.443488595503359, -0.7080276346230552] Predicted: 2.5651275261675797 Movie Vector: [1.5292819834712292, -0.24432244766338115] User Vector: [2.105644957547735, -0.38516781909982395] Predicted: 3.3142300414884285 Movie Vector: [1.3152915405755132, -1.146466465017297] User Vector: [1.4118328191982237, -0.9986209602043562] Predicted: 3.001857205935969 Movie Vector: [1.438531685008005, -0.5134715999745857] User Vector: [1.9766706627281607, -1.2305327400130996] Predicted: 3.475346993995868 Movie Vector: [1.598958654576938, 0.025654017343971693] User Vector: [1.6814122906657112, -0.19410505701932804] Predicted: 2.6835291595726467 Movie Vector: [1.844013046099372, -0.22892689764864907] User Vector: [1.8198005378901287, -0.42103747068327074] Predicted: 3.452122735125407 Movie Vector: [1.6861746145612933, -0.3769455958882943] User Vector: [1.983883048621368, -0.35021321701027075] Predicted: 3.4771845646177115 Movie Vector: [2.0748972758523885, 0.5787710874730957] User Vector: [1.4067819892309377, -0.01027781778726837] Predicted: 2.912979613395889 Movie Vector: [1.7585579912483058, -0.7274177477824495] User Vector: [1.9975510549318816, -0.49025744788748643] Predicted: 3.8694313391528308 Movie Vector: [1.4145853001973785, -0.6407213286170197] User Vector: [1.8369675072958067, -0.27897070939125507] Predicted: 2.777289716327266 Movie Vector: [2.0733131154593583, 0.7347314770693727] User Vector: [2.068931119621182, -1.2132128128746387] Predicted: 3.398156383289739 Movie Vector: [1.731362169454452, -1.5819562484713812] User Vector: [1.8795336762628794, -0.1767047953878071] Predicted: 3.5336927584957993 Movie Vector: [1.9855023323239946, -0.8041903039122428] User Vector: [2.1987731924813265, 0.055196527380332205] Predicted: 4.321280789794259 Movie Vector: [1.727022376627927, -0.682251185250434] User Vector: [1.7279334396767794, -0.1526425603596118] Predicted: 3.088320283370466 Movie Vector: [2.133745943081206, -0.39948436695521655] User Vector: [2.129749848079634, 0.12848715568991512] Predicted: 4.493016488065071 Movie Vector: [1.6515754974654178, -0.4652816624816584] User Vector: [1.5447871223884726, 0.39094008246721307] Predicted: 2.3694353086358513 Movie Vector: [1.6688180958704046, -0.6063018202490283] User Vector: [1.6561329165445042, -0.35063951420655776] Predicted: 2.9763779560107704 Movie Vector: [1.9468830942149877, -0.4305912577621498] User Vector: [1.5812689824509223, -0.3707227429878837] Predicted: 3.238175821524424 Movie Vector: [1.8731442801506941, -0.1074796920043068] User Vector: [1.7980048671747386, -0.19068578957144167] Predicted: 3.3884173825642065 Movie Vector: [1.969285217469006, -0.1978221333534698] User Vector: [1.8052655417457413, -0.7086453351354508] Predicted: 3.6952684769535447 Movie Vector: [1.2095089800161496, -1.2217894608889135] User Vector: [1.5610480600656693, -0.5939073291635258] Predicted: 2.6137313624028953 Movie Vector: [2.0304350492749363, -0.3441420601538223] User Vector: [1.7400942726422448, -1.1106036502778014] Predicted: 3.9153538284363485 Movie Vector: [1.895179346698578, -0.12196919495339414] User Vector: [1.6349268085274271, 0.37825137644653983] Predicted: 3.052344505009803 Movie Vector: [1.9540803875106478, 0.15715417518836933] User Vector: [2.1837672034405298, 0.5671950422039724] Predicted: 4.356393732160612 Movie Vector: [1.7933360735028794, -0.045752101594078956] User Vector: [1.7597304157982478, -0.26380789445499425] Predicted: 3.167857799879644 Movie Vector: [2.2254938254506906, -0.13412726873048947] User Vector: [1.7929521610875916, 0.14507014713527452] Predicted: 3.9707461012193224 Movie Vector: [1.693946685790263, 0.0367041378779448] User Vector: [1.5627749210750788, -0.43596158575068555] Predicted: 2.6312558040383887 Movie Vector: [1.9970462383191425, 0.5417188276513272] User Vector: [2.2079246396555745, -0.0979529494189772] Predicted: 4.356264639192075 Movie Vector: [2.0417512514714287, 0.7207332117543486] User Vector: [1.723468131073429, -0.3997280786596509] Predicted: 3.230795911529533 Movie Vector: [1.7876611721911493, -0.24066194902370328] User Vector: [2.0217376800802156, -0.2907939509160629] Predicted: 3.684164990026976 Movie Vector: [1.8157478880385645, 0.05888548233587617] User Vector: [1.7477571235615468, -0.3894603424937425] Predicted: 3.1505527457927953 Movie Vector: [2.0184159358596587, -0.3860330076259813] User Vector: [1.6748496234552395, -1.7323240974633898] Predicted: 4.04927745167736 Movie Vector: [1.2170443389294416, -0.22900507417892413] User Vector: [2.021836941805459, -0.30702734845518515] Predicted: 2.5309760249706867 Movie Vector: [2.1021076617625774, -0.3862240737205256] User Vector: [1.9353097562113704, 0.19986157868552326] Predicted: 3.9910381133156494 Movie Vector: [1.773759147078568, -0.6125184960333719] User Vector: [1.9961413881742123, -0.4095374872555336] Predicted: 3.7915233318991652 Movie Vector: [1.7036221237168974, -0.7016398608990709] User Vector: [1.6548750043345788, 0.05114659429767014] Predicted: 2.7833951800620063 Movie Vector: [1.8465749485178764, -0.1589062131208902] User Vector: [2.0311130977307674, 0.39816195548443917] Predicted: 3.6873321553213354 Movie Vector: [1.740494659782434, -0.619178784843698] User Vector: [2.679098906011451, 0.22686514673457792] Predicted: 4.522487253063389 Movie Vector: [2.3073194420580005, -0.5346811333025058] User Vector: [1.9350054964089507, 0.629042093444471] Predicted: 4.1283388629355935 Movie Vector: [2.1030588042825276, 0.0007022082671939422] User Vector: [1.9995186822418476, -0.23815743935641126] Predicted: 4.2049381328933055 Movie Vector: [1.1750326106428657, -1.0469704669312707] User Vector: [1.7897283455808535, 0.08594735785010237] Predicted: 2.013004824869576 Movie Vector: [2.1661644691121094, -0.3796088563883428] User Vector: [1.7036163972541536, 0.18578003761901254] Predicted: 3.6197895611083912 Movie Vector: [0.906255703300873, -0.7457045415459138] User Vector: [2.0134442061450755, 0.20099004430762848] Predicted: 1.6748161062513605 Movie Vector: [0.9940731776536199, -0.9353252385216217] User Vector: [1.7705989224643173, -0.5601736817149896] Predicted: 2.284049479667787 Movie Vector: [1.2969187725920066, -0.7987389667869087] User Vector: [1.876811782989096, -0.2709732057039532] Predicted: 2.650509292331346 Movie Vector: [1.8424411699812306, 0.0017505652197615052] User Vector: [1.7351203579676033, -0.16409180291408115] Predicted: 3.1965699289890535 Movie Vector: [1.1839598935741076, -0.5136732925515191] User Vector: [1.9271463371090702, 0.03590341047589404] Predicted: 2.263221349112405 Movie Vector: [1.850234044174433, -0.10504996752682749] User Vector: [1.9169228714196729, 0.04033896721262362] Predicted: 3.542518349561536 Movie Vector: [1.6908326574629597, -0.2681043123479604] User Vector: [1.943900455273819, 0.6056147985564878] Predicted: 3.124442433519353 Movie Vector: [2.001984312451578, -0.4181608166576808] User Vector: [0.9933273095355128, -0.09524265617020729] Predicted: 2.02845243770461 Movie Vector: [2.0331302937542466, -0.24771376450552404] User Vector: [1.8677813345666445, -0.3296892486469906] Predicted: 3.8791113783155247 Movie Vector: [1.9384294847754104, -0.6108430531222508] User Vector: [1.7101787549583263, -0.04878562003156882] Predicted: 3.344861279936267 Movie Vector: [2.447963898862605, -0.18289353194958868] User Vector: [1.9818682889375296, -0.4015288091929151] Predicted: 4.92497904571248 Movie Vector: [2.308183764099727, -0.2909595428309859] User Vector: [2.1064542822975096, 0.5678645198065506] Predicted: 4.696857973144604 Movie Vector: [1.8195021635244317, 0.4462102322313664] User Vector: [1.9895444438919538, -0.36661927018736634] Predicted: 3.4563911503986233 Movie Vector: [1.1155570324892599, -1.0498266371492435] User Vector: [1.8091939961468557, -0.17541020201556815] Predicted: 2.2024093880426454 Movie Vector: [1.8436883004848241, -0.4768331516602004] User Vector: [1.4247714650157834, -0.39970173206863246] Predicted: 2.8174255175405496 Movie Vector: [2.3310632689406923, 0.29964131942480093] User Vector: [1.872161405902502, -0.11855530543974624] Predicted: 4.328602618680913 Movie Vector: [1.7466666609156056, -0.250709440783504] User Vector: [1.801140651690034, -0.45900355932814346] Predicted: 3.2610688536035863 Movie Vector: [2.0592167547697455, -0.6132150194317278] User Vector: [1.6262982403650417, 0.08590769643499475] Predicted: 3.2962206950735284 Movie Vector: [1.9958297998855685, -0.31627345097702614] User Vector: [1.384520169232736, -0.3164191441681691] Predicted: 2.863341586978569 Movie Vector: [1.5406234259446838, -0.687260326215237] User Vector: [2.1150193404929034, -0.590548742949357] Predicted: 3.664309064014816 Movie Vector: [1.8372371657849103, -0.20079890941098494] User Vector: [2.066460432552589, -0.43382021773564844] Predicted: 3.8836885349113324 Movie Vector: [1.4368351412389029, -0.3877443459090796] User Vector: [1.7391416760991636, 0.4430075124297317] Predicted: 2.3270862176725293 Movie Vector: [1.971241645708153, 0.5428636293847757] User Vector: [1.758919798765085, -0.6236612733650911] Predicted: 3.1286929364206353 Movie Vector: [1.7123206639651811, 0.3568745358919929] User Vector: [1.6908340342009371, -0.3489145026064311] Predicted: 2.770731354914219 Movie Vector: [1.3081272383957163, -0.8370040228327522] User Vector: [1.782118861319526, -0.0335119187917345] Predicted: 2.3592878353923568
avg loss: 0.9827364775117847: 87%|███████████████████████████████████████▏ | 60926/70000 [01:26<00:12, 705.33it/s]
Movie Vector: [1.528215168158426, -0.2268989378187299] User Vector: [2.1249183624756154, -0.489621592238195] Predicted: 3.358427091845561 Movie Vector: [2.1678087147594227, -0.1523953603638313] User Vector: [1.4640827958525326, 0.008362341378534331] Predicted: 3.172577061950594 Movie Vector: [1.6239047678640903, -0.9384160836918458] User Vector: [1.9708622990122124, -0.20154314599124545] Predicted: 3.3896240139255527 Movie Vector: [2.3204352471898573, -0.22587072715915615] User Vector: [2.1174308345712323, 0.0038200594096869786] Predicted: 4.912498302429066 Movie Vector: [1.6760239406464714, -0.18018590565942913] User Vector: [2.017091974808801, -0.7316001233610815] Predicted: 3.5125184710737862 Movie Vector: [1.9863082271228685, -0.15148238559148366] User Vector: [2.0708528220842264, -0.9571548374328148] Predicted: 4.2583440958212595 Movie Vector: [2.0443754898465363, 1.3027767541035276] User Vector: [1.7506801045224352, 0.1207398859922873] Predicted: 3.7363446130115006 Movie Vector: [2.0015444597712615, -0.17417121776991737] User Vector: [1.6622131872939643, 0.15879086359115951] Predicted: 3.2993367979045556 Movie Vector: [1.8121190348112677, 0.03537845279112716] User Vector: [2.004887406551492, 0.1870779501192623] Predicted: 3.6397131604919104 Movie Vector: [0.9737973297897334, -0.42335184384389807] User Vector: [1.4255849226451813, -0.03177382151826041] Predicted: 1.4016822969861038 Movie Vector: [1.5379221463132005, -0.4448209551487884] User Vector: [2.004372173196154, -0.20949485268839343] Predicted: 3.175756055083889 Movie Vector: [2.017531423267244, -0.2805587652510617] User Vector: [2.0864965501691786, -0.49951416570530865] Predicted: 4.349715432060712 Movie Vector: [1.477038929591529, -0.13596409430420991] User Vector: [1.5983526982740135, -0.7294302387101351] Predicted: 2.460005480332708 Movie Vector: [1.852221763860811, -0.47922710758623965] User Vector: [2.02764009286866, -0.6251193386158709] Predicted: 4.055213241829195 Movie Vector: [1.8749314351873945, -0.25321435125877223] User Vector: [1.592542385242021, -0.06553941756135345] Predicted: 3.002503301058255 Movie Vector: [1.3388445476449455, 0.046047519107468196] User Vector: [2.005514231635962, -0.5026424392458652] Predicted: 2.6619263569247518 Movie Vector: [2.169516821256498, -0.0438040070113225] User Vector: [1.8082692849426518, -0.14047224322555857] Predicted: 3.9292238781716913 Movie Vector: [1.4869008635297707, -0.6287046164015876] User Vector: [2.1827574040913973, -0.3549695354490807] Predicted: 3.468714854638263 Movie Vector: [0.8455819352603055, -2.6806391955454374] User Vector: [1.2614904705863956, -0.5919631026444448] Predicted: 2.653533048696264 Movie Vector: [1.4505715749941872, -0.9930595678663992] User Vector: [2.135611902516348, -0.22658365285135004] Predicted: 3.322868985395623 Movie Vector: [1.6909261777175797, -0.4982333838132317] User Vector: [2.013200025071891, -0.4279991773517088] Predicted: 3.6174161017769695 Movie Vector: [1.3021650461591645, -0.009034001411695816] User Vector: [1.2194912777840772, -0.11035847185121359] Predicted: 1.5889758946168977 Movie Vector: [1.6835304613602051, -0.45719480310847194] User Vector: [2.0332951538941098, -0.8602040999475377] Predicted: 3.816395172625435 Movie Vector: [1.790327456301882, -0.26183597910609113] User Vector: [1.9842095407181128, -0.5691671527577903] Predicted: 3.701413258521147 Movie Vector: [1.0043074650579404, -1.1905293714508272] User Vector: [1.9858625352927608, -0.20279529022228804] Predicted: 2.2358503181749363 Movie Vector: [1.1059305644468849, -0.8181627610232782] User Vector: [1.7107506936875776, 0.0995197267536032] Predicted: 1.8105481458807924 Movie Vector: [2.3515013500375583, -0.22473752880800324] User Vector: [1.7471042875660119, -0.2852070093408834] Predicted: 4.172414809345875 Movie Vector: [2.329131554989966, -0.28531237198333803] User Vector: [1.764766981100091, 0.11759930023512596] Predicted: 4.076821927590938 Movie Vector: [1.7490494816300075, -0.07421752111040436] User Vector: [1.9207211984503643, -0.7484563097050767] Predicted: 3.4149849884711285 Movie Vector: [1.6373739281106765, 0.1102111512131623] User Vector: [1.2661754268008705, 0.1352836255227338] Predicted: 2.0881123963673045 Movie Vector: [1.7642664025763928, -0.44365222505120827] User Vector: [1.8027090608279726, -0.18306984545586982] Predicted: 3.2616783739151125 Movie Vector: [2.184820580527177, -0.17032970761181754] User Vector: [1.6536719299611453, 0.41674718166871255] Predicted: 3.5419920404175262 Movie Vector: [1.655118830672519, -0.37146334430596367] User Vector: [1.831399463526168, -0.7012044215351394] Predicted: 3.2916554780312817 Movie Vector: [2.083298824700102, -0.45113422998180447] User Vector: [1.8004294314251232, -0.4593529851664913] Predicted: 3.9580623736963605 Movie Vector: [1.8101341203908585, -0.47691532410440607] User Vector: [2.3172064353159776, 0.13505456996274698] Predicted: 4.13004483854916 Movie Vector: [1.2667820579594977, -0.3568663914171983] User Vector: [1.8334100560936761, -0.08292569717461311] Predicted: 2.352124358248445 Movie Vector: [2.1730803227194935, -0.1935232134019432] User Vector: [1.5407171167311244, -0.23222691587815852] Predicted: 3.3930433482446833 Movie Vector: [1.7161931763697735, -0.5036050580148052] User Vector: [1.9933821133703482, 0.2174979610473952] Predicted: 3.3114957075723748 Movie Vector: [2.273874921385232, 0.07061149141083935] User Vector: [2.1860522622415814, 0.05794162493145877] Predicted: 4.974900760499762 Movie Vector: [1.8748006543466733, -0.2532089691099462] User Vector: [1.6969921709661981, 0.17427116381736357] Predicted: 3.1373950108128246 Movie Vector: [2.138012742380605, -0.7963652307197996] User Vector: [1.6201064101644487, -0.12530375373258462] Predicted: 3.5635957016953963 Movie Vector: [1.8764858892068, -0.47927656692666126] User Vector: [1.758249569499588, -0.7158848356469418] Predicted: 3.642437333213631 Movie Vector: [1.8003762643381378, -0.506804391117237] User Vector: [1.5863862061999001, 0.23735337175857557] Predicted: 2.735800340661999 Movie Vector: [1.8549818852913609, 0.43967227840953726] User Vector: [2.020362694938698, -0.5021317489653154] Predicted: 3.526962790700375 Movie Vector: [2.29683847825317, 0.22992689121230928] User Vector: [1.7735131327548221, -0.37211287585968117] Predicted: 3.98791444827211 Movie Vector: [1.8748550566649618, -0.2860825783894968] User Vector: [2.552847036563043, 0.8677741761243567] Predicted: 4.537963101626906 Movie Vector: [2.085240798399956, 0.7106465772978752] User Vector: [2.1788739730371263, -0.3138967664161528] Predicted: 4.3204072404703115 Movie Vector: [1.9718335858311253, 0.9743073248302657] User Vector: [2.1324057022063134, -0.3603487151851125] Predicted: 3.8536587895301833 Movie Vector: [2.0366921217116136, -0.17476998378293115] User Vector: [2.1326136450046183, 0.3243383481686499] Predicted: 4.286792801585976 Movie Vector: [1.7895987820645167, -0.7094782365720543] User Vector: [1.9650664602116026, -0.2723798283209452] Predicted: 3.7099281041454586 Movie Vector: [2.322524569278798, -0.08521081533732598] User Vector: [1.9621103395940356, -0.42502663036500976] Predicted: 4.593266337056592 Movie Vector: [2.101708854921546, -0.3740453619166448] User Vector: [2.161224738277652, 1.4506227580615716] Predicted: 3.99966645536998 Movie Vector: [1.4641313046425273, -0.6423287522888315] User Vector: [1.6882489643514647, -0.041875046108793855] Predicted: 2.498715704856404 Movie Vector: [0.25633942890034406, -1.4601598207246849] User Vector: [1.8983093223362286, -0.37822427068562586] Predicted: 1.0388794108419162 Movie Vector: [2.0405374498873172, -0.2490212300503008] User Vector: [1.7349529406527964, -0.445174180908424] Predicted: 3.6510942713106096 Movie Vector: [1.8119285137833752, 0.05345661153238741] User Vector: [2.1821701361098795, -0.43551108409582884] Predicted: 3.93065534470348 Movie Vector: [1.6581097780112968, -0.20397994262827163] User Vector: [2.0009028528287947, -0.7065389730115536] Predicted: 3.4618363643056576 Movie Vector: [1.73558747082453, -0.6458615103305052] User Vector: [1.808925207699559, -0.9312455545794969] Predicted: 3.7410035865112983 Movie Vector: [2.3829248769099536, -0.2953096894582694] User Vector: [1.7176240168380967, 0.09443487131419644] Predicted: 4.065081466379675 Movie Vector: [1.997310323857005, -0.5727566570875113] User Vector: [2.0723931517801293, -0.08842547499324041] Predicted: 4.189858516599513 Movie Vector: [1.7307973094055713, -0.44704336191305655] User Vector: [2.155291102229093, 1.2004124683534567] Predicted: 3.1937356151888023 Movie Vector: [1.4784740772194176, -0.8609510597242997] User Vector: [2.055857906592294, -0.14208674365201363] Predicted: 3.1618623538632615 Movie Vector: [2.094279759590001, -0.16531223478496376] User Vector: [1.7398125220514304, -0.583750735621924] Predicted: 3.7401552890765695 Movie Vector: [2.3662814877593266, -0.36650955491488174] User Vector: [2.1233701548222395, -0.4228103939867127] Predicted: 5.179455538329976 Movie Vector: [1.7672257076866074, -0.41767597835957665] User Vector: [1.7282732341934555, -0.3932905984129162] Predicted: 3.218516924845089 Movie Vector: [1.985612434984524, -0.10815647978094181] User Vector: [1.9181629742130948, 0.08899621960199004] Predicted: 3.7991027360984573 Movie Vector: [1.8278789788361935, -0.31575773638007515] User Vector: [1.856151273649123, -0.23869236157273113] Predicted: 3.468188854424679 Movie Vector: [2.2153150983869114, -0.3925370301581398] User Vector: [1.2046717687442965, -0.2354876003632577] Predicted: 2.7611651611853656 Movie Vector: [2.0304526428364746, -0.533421023836265] User Vector: [1.8070858343977816, -0.06623310921157126] Predicted: 3.704532341212827 Movie Vector: [1.888513792064659, -1.1431053981181722] User Vector: [1.769689741012768, -0.03475777978919421] Predicted: 3.381815289281578 Movie Vector: [1.2869317727889842, -0.27484263992202784] User Vector: [2.050740419641837, -0.9113688730648667] Predicted: 2.889646030795606 Movie Vector: [2.2413532286022613, -0.3114196973285815] User Vector: [2.0599532866391876, -0.08485816975897609] Predicted: 4.64350945532078 Movie Vector: [1.12500444193385, -0.6330350644991227] User Vector: [1.5484804108270849, -0.7268726173177693] Predicted: 2.202183194614424 Movie Vector: [2.072593613228061, -0.4379844306757923] User Vector: [2.0743327862107206, -0.567920732685519] Predicted: 4.547989323184154 Movie Vector: [1.880606304132929, -0.5076561661062996] User Vector: [1.275268082225369, -0.716084503240402] Predicted: 2.761801908415696 Movie Vector: [1.6984556867811382, -1.5788625378552021] User Vector: [1.461580864189837, -0.45213697320855584] Predicted: 3.196292459451949 Movie Vector: [1.934245803116362, -0.4796275730595907] User Vector: [1.6026474935751194, -1.5489647169603307] Predicted: 3.8428403762732506 Movie Vector: [1.824261312247484, -0.2828040293290232] User Vector: [1.2947021231408584, -0.25144029619629943] Predicted: 2.432983323030543 Movie Vector: [1.9190819344564032, -0.6102911329000705] User Vector: [1.7683623476138393, 0.13200788219665302] Predicted: 3.3130689949010987 Movie Vector: [1.3498692818004858, -0.5736276775162279] User Vector: [1.7215437575039592, -0.14132178100655857] Predicted: 2.404925120551228 Movie Vector: [1.0700785722532904, -0.3868996549621642] User Vector: [1.924080411813168, -0.18091575287024067] Predicted: 2.128913462336274 Movie Vector: [2.16967834123663, -0.1950557307959801] User Vector: [2.1637822068522596, -0.3283778355981373] Predicted: 4.758763368060341 Movie Vector: [2.035303768864926, -0.4277750390713106] User Vector: [2.0545979843258806, -0.36657280288434735] Predicted: 4.338541716077076 Movie Vector: [1.8266093691009244, -0.49155754508461375] User Vector: [2.0672325144864243, -0.7209196318507262] Predicted: 4.130399763506811 Movie Vector: [1.7789724327831307, -0.5085862023520261] User Vector: [1.3959659392799764, 0.2298473706309395] Predicted: 2.3664877217334994 Movie Vector: [2.2893423372543515, -0.19608983562727597] User Vector: [2.10694930174228, -0.48695366897781583] Predicted: 4.919014903835054 Movie Vector: [1.943909372637208, -0.2827423441001289] User Vector: [1.9227127265373423, -0.3074278029441152] Predicted: 3.8245021476507524 Movie Vector: [1.79607137088523, -0.421391384754763] User Vector: [1.9415644276306385, -0.21232556123706578] Predicted: 3.576660445465077 Movie Vector: [1.8609831885140375, -0.4301132774145281] User Vector: [2.184584638063322, -0.1042841590110881] Predicted: 4.110329286736542 Movie Vector: [2.025951021419353, -0.4514497108262095] User Vector: [1.6557302888780698, -0.6895508929632084] Predicted: 3.665726021175681 Movie Vector: [1.860336402737858, 0.09369231602886821] User Vector: [1.9317868782827368, -0.8206195496486772] Predicted: 3.5168877058155514 Movie Vector: [1.849853791276509, -0.018590369528483735] User Vector: [1.8523703547620531, -0.5293582674295797] Predicted: 3.4364552894092695 Movie Vector: [1.5867684099302328, -0.7757930382790763] User Vector: [1.5314587297753948, -0.2290525056906198] Predicted: 2.6077676728346386 Movie Vector: [1.900147369657391, -0.42207761409893596] User Vector: [1.7125364781722798, 0.09506535676426968] Predicted: 3.2139467254748624 Movie Vector: [1.047412297568348, -1.1123874967814438] User Vector: [1.722724857274735, -0.36276398192052933] Predicted: 2.2079373186072813 Movie Vector: [1.5496212329999624, -0.41176780157251164] User Vector: [1.7922463008273797, -0.40189212635455557] Predicted: 2.942789159866063 Movie Vector: [2.042600537943552, -0.5442081013364862] User Vector: [1.753449287052574, 0.6086548163899707] Predicted: 3.250361574993432 Movie Vector: [1.452778493627449, -1.0862243177866824] User Vector: [1.4680978282196977, -0.5281482356105277] Predicted: 2.706508408295027 Movie Vector: [1.8579692372639904, 0.43633201174483494] User Vector: [1.9930995475897757, -0.42616358956660605] Predicted: 3.5171688298585826 Movie Vector: [2.332757066007155, -0.3344269454740019] User Vector: [1.7429516288876334, -0.28839826184468964] Predicted: 4.162330877785038 Movie Vector: [2.1501145968029447, -0.6084134252184602] User Vector: [1.9638379683948894, -0.236819612867436] Predicted: 4.366560913425278 Movie Vector: [2.0475690370465767, 0.1751286484260733] User Vector: [1.4127530123975331, -0.02619523478650763] Predicted: 2.8881217891161026 Movie Vector: [1.5107143158964838, -0.7886862322405174] User Vector: [1.8262749463901407, -0.7153840409005254] Predicted: 3.3231932500975008 Movie Vector: [2.161206579443907, -0.7981591097077845] User Vector: [1.7546700736095238, -0.448589801288459] Predicted: 4.150250544258616 Movie Vector: [1.6710989246988033, -1.7032727324499013] User Vector: [1.852943193984401, -0.4251519998377944] Predicted: 3.8206011874655585 Movie Vector: [1.9057086063835973, 0.12338754023916365] User Vector: [1.7915279780947635, -0.10921021691627267] Predicted: 3.400655106397911 Movie Vector: [1.7577545626852096, -0.41076041221938664] User Vector: [2.4683759892986785, -0.6038694401009032] Predicted: 4.5868448177549075 Movie Vector: [1.0469667722586502, -2.392272480537461] User Vector: [1.2156225958470814, -0.44655410356888725] Predicted: 2.3409955584976245 Movie Vector: [2.131007097713053, 0.09064777300347031] User Vector: [2.051813259741382, 0.08624724168153468] Predicted: 4.380246740076765 Movie Vector: [1.663569935917791, -0.40753998384373696] User Vector: [2.041995894558726, -0.4596072634277796] Predicted: 3.5843113161672737 Movie Vector: [2.0714246220023185, -0.4644971000156591] User Vector: [1.169565104397139, -0.3413147853423996] Predicted: 2.5812056822669573 Movie Vector: [1.9896278342373352, 0.2579220879221365] User Vector: [1.792054807539846, -0.04763562838921096] Predicted: 3.55323584482648 Movie Vector: [1.6471426333762547, -0.4043668390110463] User Vector: [1.8702842075616006, -0.5867557278405395] Predicted: 3.3178894137435413 Movie Vector: [1.898476767403814, -0.37388344628226144] User Vector: [2.05576130864732, -0.29085886057436205] Predicted: 4.011562396967873 Movie Vector: [1.5236482761507284, -0.10158727427471512] User Vector: [1.6094480681190577, -0.5378879715413127] Predicted: 2.50687534743776 Movie Vector: [2.08068681356401, -0.4826278744439316] User Vector: [2.08825247963438, -0.26672432537364654] Predicted: 4.473727991985175 Movie Vector: [1.766198902980927, 0.2175956738770887] User Vector: [1.9615384551129287, -0.581793746351299] Predicted: 3.33787126528057 Movie Vector: [2.32651331797828, -0.22585976170463978] User Vector: [1.6335224690388395, -0.6699419851302612] Predicted: 3.951724716553077 Movie Vector: [1.9339520804782107, -0.4355837853391327] User Vector: [2.062637138409, -0.3054655506752572] Predicted: 4.122097225951539 Movie Vector: [1.7948595866146104, 0.01288241656510817] User Vector: [2.0221361982274155, 0.25255388740958956] Predicted: 3.632704045211647 Movie Vector: [1.5672954857953716, 0.16745408106483423] User Vector: [2.0777599328106344, -0.8083026912462888] Predicted: 3.121110178875722 Movie Vector: [1.6024251998142054, 0.2409428008921312] User Vector: [1.0621173007027391, -0.3172206461258558] Predicted: 1.625531496826336 Movie Vector: [1.6840411756012759, -0.2813772067640022] User Vector: [2.0449436318035867, 0.02098316993867356] Predicted: 3.4378650919944564 Movie Vector: [1.818676760081682, -0.3838183207241524] User Vector: [2.230518980492549, -0.8053133679445132] Predicted: 4.36568705728406 Movie Vector: [1.7590742516136597, -0.23963151631102916] User Vector: [2.0674706159089964, -0.15231083159915365] Predicted: 3.673332801940049 Movie Vector: [1.4988511698010056, -1.2738180316420047] User Vector: [1.8043601298058305, -0.235153089681704] Predicted: 3.0040095371346474 Movie Vector: [1.4606121538573174, -0.4367405967715016] User Vector: [1.950106172211215, -0.18954867217070084] Predicted: 2.9311323766449493 Movie Vector: [2.03083352535558, -0.4216171688798762] User Vector: [1.8421622019131474, -0.07787261695600774] Predicted: 3.7739571910823337 Movie Vector: [1.696037227624644, -0.016691725970682553] User Vector: [1.7635776390350462, -0.4232400140843427] Predicted: 2.9981579359447386 Movie Vector: [1.8082979782751598, -0.7120701508694701] User Vector: [2.0341329191945476, 0.06539152366393286] Predicted: 3.6317550932014884 Movie Vector: [1.10806224360465, -0.7313368630978743] User Vector: [1.8938065264904038, -0.07364439205580248] Predicted: 2.1523143673669267 Movie Vector: [1.8200558463939212, 0.4483526371589519] User Vector: [2.206557930644567, -0.3237091834117324] Predicted: 3.8709227960212953 Movie Vector: [1.8948770303304106, -0.23617392076569146] User Vector: [1.1943316856705475, -0.11018392270988797] Predicted: 2.2891342468046583 Movie Vector: [1.4426265888438994, -0.90624098469841] User Vector: [2.107399755914698, 0.032178536834247755] Predicted: 3.011029412298864 Movie Vector: [1.6157720279724825, -0.5950708089621419] User Vector: [1.6617147705817812, -1.4153220475003272] Predicted: 3.5271690805227283 Movie Vector: [1.4682233034898307, -0.3147070467987525] User Vector: [1.7738798657899992, 0.1490738067039001] Predicted: 2.5575371790814576 Movie Vector: [1.465512490329077, -0.669723759759356] User Vector: [1.7232394193426028, -0.16410309139279836] Predicted: 2.6353326322297286 Movie Vector: [1.9852959941571717, -0.3959608951196843] User Vector: [2.2190143434854015, 0.28693750526153733] Predicted: 4.291784255672106 Movie Vector: [2.242246303148969, -0.12066070024292387] User Vector: [1.6475399889121658, -0.3579376620207073] Predicted: 3.737379458371131 Movie Vector: [2.039105807959144, -0.41589556731449345] User Vector: [2.0863214139763735, -0.1548787989947396] Predicted: 4.318643518481662 Movie Vector: [1.4122251886871988, -0.7389378323591062] User Vector: [1.8096138155161259, -0.05110454020857765] Predicted: 2.593345290233658
avg loss: 0.9824728641682116: 87%|███████████████████████████████████████▎ | 61081/70000 [01:26<00:12, 732.78it/s]
Movie Vector: [2.0021979561755185, -0.37654836628175276] User Vector: [1.6507147201340426, -0.13670471189700498] Predicted: 3.356533574809058 Movie Vector: [2.0249701764042656, -0.014346587175110878] User Vector: [0.9257835976057803, -0.0811345867088432] Predicted: 1.8758481793770876 Movie Vector: [2.1943991774245672, -0.557476674324883] User Vector: [1.8671514364097275, -0.22821644752550205] Predicted: 4.224500922377362 Movie Vector: [1.3975942113402464, -1.3722054300595317] User Vector: [2.1505698521901517, -0.6254798909689594] Predicted: 3.863910879284455 Movie Vector: [1.951800779247802, -0.0884786621801839] User Vector: [2.0207537875970765, 0.02502491837897169] Predicted: 3.941894646000582 Movie Vector: [1.324373912290097, -0.3651894314271277] User Vector: [2.023161432807201, -0.39569963836257943] Predicted: 2.823927547910862 Movie Vector: [2.052035729694305, -0.1511383032752801] User Vector: [2.5058528387528565, -0.04066016770685092] Predicted: 5.148244867234865 Movie Vector: [1.8256884505360704, -0.34110161027506386] User Vector: [1.5276960858966095, -0.43672166776140575] Predicted: 2.9380635640660278 Movie Vector: [1.2808414599380349, 0.4121996189529788] User Vector: [1.838382501307836, -0.20287887401003232] Predicted: 2.2710499323391207 Movie Vector: [1.5264532221336786, -0.2993639979613182] User Vector: [1.4315715809131766, -0.6150489801881486] Predicted: 2.369350574051078 Movie Vector: [2.0094206157614214, -0.10656382160715325] User Vector: [2.1500379365926148, -0.0841222222574595] Predicted: 4.329294939944189 Movie Vector: [1.9840616429695708, -0.41964000917180355] User Vector: [1.7957273935359908, -0.6614227661337854] Predicted: 3.8403932983913043 Movie Vector: [1.649504289125713, -0.046958982611319554] User Vector: [1.8211028926904103, -0.08810357683809342] Predicted: 3.0080542867648097 Movie Vector: [2.088043967575516, 0.11863714946833097] User Vector: [1.893294592226915, -0.9982229813470374] Predicted: 3.834856023101965 Movie Vector: [1.6455742923640388, -0.32132087842647755] User Vector: [1.8434809628804512, -0.46508091568850624] Predicted: 3.1830250893469967 Movie Vector: [1.3310170466419518, 0.9712502246676296] User Vector: [2.245342935962462, -0.1742285928142007] Predicted: 2.8193701634088084 Movie Vector: [2.1114907341845144, -0.1527170294529369] User Vector: [1.966087393393588, -0.7389373160950359] Predicted: 4.264223625613504 Movie Vector: [1.8923719133491617, -0.12261871364937485] User Vector: [1.999580901888102, -0.12776023795074073] Predicted: 3.7996165332354876 Movie Vector: [1.8123794704431486, -0.5253913767403899] User Vector: [1.9607125103782832, -0.29552587352499654] Predicted: 3.7088218468043537 Movie Vector: [1.9370083317050724, 0.6159644032136085] User Vector: [1.6845200597938428, -0.20552240877909872] Predicted: 3.1363349028743595 Movie Vector: [1.4650493955569164, -0.49695828529529823] User Vector: [1.760349528406225, -0.7041333520556328] Predicted: 2.9289239158172404 Movie Vector: [1.4643837571698435, -0.1879195215219044] User Vector: [1.93124902338934, 0.08828342138003793] Predicted: 2.8114995225974195 Movie Vector: [1.6591645887096123, -0.41868169033544633] User Vector: [1.918655988976498, -0.6773493993403967] Predicted: 3.4669598662889625 Movie Vector: [1.5246009169393973, -1.2672598691814847] User Vector: [1.8041629816162057, -0.23498554074561911] Predicted: 3.048416281705018 Movie Vector: [1.8919042369004149, -0.2744271005378908] User Vector: [1.6967657209967237, 0.6727669900836539] Predicted: 3.025492762154828 Movie Vector: [1.3317102303188286, -1.2682814428107607] User Vector: [1.6929789487632734, -0.14465323976030092] Predicted: 2.4380184054129126 Movie Vector: [1.9638158877397116, 0.5454965849484976] User Vector: [2.124174191730034, -0.2750565834732767] Predicted: 4.021444599093828 Movie Vector: [1.6353144035460732, -1.1113021763168143] User Vector: [1.5780160570289103, -0.04091434803889759] Predicted: 2.626020591104569 Movie Vector: [0.8395753443229295, -1.6203729898080477] User Vector: [1.5691560400652114, -0.34554269477784444] Predicted: 1.8773327720776596 Movie Vector: [1.6887784467413787, -0.405802904045983] User Vector: [2.050637560037427, -0.14973847426589076] Predicted: 3.5238368211740503 Movie Vector: [1.1117767788031483, -0.9657802460377006] User Vector: [2.1284642308107764, -0.18043101558826652] Predicted: 2.540633816956194 Movie Vector: [1.694981171146538, -0.3337854478406212] User Vector: [1.9883435275528123, 0.08095667260165355] Predicted: 3.343182681753075 Movie Vector: [1.972732486281743, -0.2746797584021118] User Vector: [1.59878145107611, -0.08730477978231008] Predicted: 3.1779489628204622 Movie Vector: [2.0652682837580527, -0.9745678464943264] User Vector: [1.9853798274704888, -0.23816216029939624] Predicted: 4.332447172567254 Movie Vector: [1.6737204439794757, 0.08103977075313913] User Vector: [1.5911938893666235, 0.18989072562905704] Predicted: 2.67860244384126 Movie Vector: [2.1218222511040277, -0.4241493637856514] User Vector: [2.058864715196682, -1.1748908116852832] Predicted: 4.866874155011197 Movie Vector: [1.862696691861611, -0.5801005515173714] User Vector: [1.8780236899940523, -0.6369764513295332] Predicted: 3.8676989053094974 Movie Vector: [1.8585080127982614, -0.3759135175332323] User Vector: [1.8911907349282067, -0.7551958712529493] Predicted: 3.7986814709831753 Movie Vector: [1.0938222066586654, -1.2341916490794558] User Vector: [2.011038444838927, -0.23263939754052942] Predicted: 2.486840111100523 Movie Vector: [1.8698132034246455, 0.018253669209469133] User Vector: [1.9914475897178847, -0.28943153752236006] Predicted: 3.718351809637966 Movie Vector: [1.8924727757481863, 0.1021005629544084] User Vector: [1.6097160462438536, -0.16589834542596169] Predicted: 3.029405479740306 Movie Vector: [2.2320672386063696, 0.2503059873101277] User Vector: [1.616478646369071, -0.16469365859978158] Predicted: 3.566865219647639 Movie Vector: [2.0087482343055694, 0.26700774899211605] User Vector: [1.809585787287363, -0.5297550329323846] Predicted: 3.493553556177424 Movie Vector: [1.9951366370075152, -0.3012769967816622] User Vector: [1.9084272391019435, -0.6523457293963801] Predicted: 4.004109866011273 Movie Vector: [1.8322138318502226, 0.18898843962287135] User Vector: [1.8726955355088866, -0.4204955162156394] Predicted: 3.351709871525534 Movie Vector: [2.130813711386197, -0.4292803391193778] User Vector: [1.7287253362627997, -0.5207747492398825] Predicted: 3.9071500106879933 Movie Vector: [1.8316090893882957, 0.05536817977516689] User Vector: [1.6517252282858894, -0.09100450945052962] Predicted: 3.0202761872607846 Movie Vector: [2.0048985447488086, 0.008195277142759642] User Vector: [2.193044352955015, -0.576409586983434] Predicted: 4.392107595496029 Movie Vector: [2.240292253272421, 0.047215537333177404] User Vector: [1.4127052063327117, -0.008625597774629588] Predicted: 3.164465267671042 Movie Vector: [1.8663476306984246, -1.1426700412656776] User Vector: [2.2039536177098036, -0.5679952860767362] Predicted: 4.762374809561928 Movie Vector: [1.716929785792, -0.7305027524273651] User Vector: [2.1740629052163247, 0.05278663789430051] Predicted: 3.694152573878225 Movie Vector: [1.8905713616540245, -0.5132517137124967] User Vector: [1.5839857818177883, -0.23608019779306938] Predicted: 3.115806722462749 Movie Vector: [2.2776679659783916, -0.1858025561055004] User Vector: [2.1904360035313677, -0.29298746288056504] Predicted: 5.043523736279202 Movie Vector: [1.3749168733279002, 1.143570225203457] User Vector: [1.9780245390774802, -0.3005444641351717] Predicted: 2.3759256140995593 Movie Vector: [1.9647379587531488, -0.4696173996907699] User Vector: [2.1726645031082477, -0.34132248477469906] Predicted: 4.42900739864821 Movie Vector: [1.5226826014000827, -0.8042408909949822] User Vector: [2.0478573743251824, 0.20630334857149205] Predicted: 2.9523192051634264 Movie Vector: [1.8876155549327036, -0.20592937532167255] User Vector: [1.7055026060996719, 0.02853669304028996] Predicted: 3.213456704880471 Movie Vector: [1.8840987180518707, -0.028376660406792972] User Vector: [1.7741372023762174, -0.1893162798713129] Predicted: 3.348021792428549 Movie Vector: [1.4377269082808901, -0.5871545327616037] User Vector: [1.892503916427392, -0.3022268973304747] Predicted: 2.8983576973646943 Movie Vector: [2.1337703713251535, -0.24049935759221616] User Vector: [2.083349318787558, 0.35683234305361394] Predicted: 4.359571100276813 Movie Vector: [2.1334774611541136, 0.04169594218833923] User Vector: [1.6276191122160766, -0.4583759070142724] Predicted: 3.4533762759372726 Movie Vector: [1.364561739853133, -0.6090053021290242] User Vector: [1.5877795404300992, -0.41399104220536087] Predicted: 2.4187459519294894 Movie Vector: [2.301308883674657, -0.08180917820054506] User Vector: [1.941962141628374, -0.584205547829327] Predicted: 4.516848104057357 Movie Vector: [2.1205492959702164, -0.32907233905037553] User Vector: [1.785312554641756, 0.1850782602568463] Predicted: 3.7249391448222697 Movie Vector: [2.092873870927775, -0.38847227395277734] User Vector: [1.8970068043432828, -0.7028351166540078] Predicted: 4.243227929762703 Movie Vector: [2.016506431579132, 0.11012906071616659] User Vector: [1.8755355267905434, 0.03497249370543907] Predicted: 3.7858809403109683 Movie Vector: [1.8325910834807897, -0.5046102248201367] User Vector: [1.9628561571773566, -0.22753359207639354] Predicted: 3.7119284688503935 Movie Vector: [1.860761516998063, -0.4049692652311532] User Vector: [1.7448439912922002, -0.8437860290462093] Predicted: 3.588445960356985 Movie Vector: [1.6482371641969766, -0.44682186139435603] User Vector: [1.6455585624077607, -0.19468030151607763] Predicted: 2.799258193123249 Movie Vector: [1.7693287047386823, -0.3967587426511976] User Vector: [1.6509967499691596, -0.16793225649013213] Predicted: 2.9877845320863106 Movie Vector: [1.9850977367763423, -0.27979820808414646] User Vector: [1.6988609855860493, 0.16515376551331157] Predicted: 3.326195369935519 Movie Vector: [1.6281122409875868, -0.6200565660161121] User Vector: [1.5284104833034027, -1.3259933043923606] Predicted: 3.310614672001908 Movie Vector: [2.0161025099005876, 0.09277669277828433] User Vector: [1.7478951381150198, -0.15251981437398732] Predicted: 3.509785491035949 Movie Vector: [1.8557846022533395, -1.150343482740096] User Vector: [2.085751786489234, 0.18865668561795382] Predicted: 3.653686060713155 Movie Vector: [1.6953623344280409, 0.11763274378012298] User Vector: [2.113031434341581, -0.48747462399719077] Predicted: 3.5250109277012003 Movie Vector: [1.3184364997582831, -0.8018456861513954] User Vector: [1.700514428564497, -0.22293113728390596] Predicted: 2.420776661724957 Movie Vector: [2.1594139505870764, -0.1748702115182642] User Vector: [2.134901042162598, 0.05107482271138514] Predicted: 4.601203628518005 Movie Vector: [2.0138136959768755, 0.012955321034435587] User Vector: [2.0870065691341133, -0.2231938507153861] Predicted: 4.199950864527057 Movie Vector: [1.9718073966823024, 0.21256162379028531] User Vector: [1.748652937871395, 0.13827571150844065] Predicted: 3.477398906894047 Movie Vector: [1.7859108439606879, -0.0885814585954395] User Vector: [2.225362415799636, -0.2980535828574791] Predicted: 4.000700891228235 Movie Vector: [2.2980988449397124, 0.1320270255215349] User Vector: [1.972342055036514, -0.4290844001567746] Predicted: 4.4759862614550405 Movie Vector: [1.592177128770399, 0.10538213088362951] User Vector: [2.2648138958693136, -0.7910232590662095] Predicted: 3.5226251693055946 Movie Vector: [2.1249013767696137, -0.015030701784937244] User Vector: [2.0845701736460764, -0.7168316903735122] Predicted: 4.440280515321417 Movie Vector: [1.6607280854284887, 0.09250656372218596] User Vector: [2.164949917112559, -0.9150653514778879] Predicted: 3.5107435796484516 Movie Vector: [1.9706773596343414, -0.5691739724404979] User Vector: [1.5872653968923318, -0.08570130490523337] Predicted: 3.1767669335429813 Movie Vector: [1.1347363336919425, -2.0001051978805404] User Vector: [1.8839936743157761, 0.04220857451843468] Predicted: 2.053414485402446 Movie Vector: [1.623575763761024, -0.21885454064889379] User Vector: [2.106835037604849, 0.17558783027430458] Predicted: 3.382178111359559 Movie Vector: [1.8384575946564246, -0.3104667877661911] User Vector: [1.8463626151086099, -0.3460006129913375] Predicted: 3.5018810711166743 Movie Vector: [1.9220442219625038, -0.03242578447035572] User Vector: [1.632974499307952, -0.08892390349136692] Predicted: 3.1415326283358356 Movie Vector: [1.482857482051129, -0.6246140597583607] User Vector: [1.7637655122088884, -0.7052920853094852] Predicted: 3.05594823908329 Movie Vector: [1.7180767958286216, -1.0878006112581218] User Vector: [2.069727646867341, -0.5650131583772415] Predicted: 4.170572702819399 Movie Vector: [2.055141629429098, -0.2302667792080569] User Vector: [2.028286940842415, -0.005600926379473611] Predicted: 4.169706635830624 Movie Vector: [1.4447607731720142, 0.32204384471005293] User Vector: [1.9329788875332672, -0.8329613047026173] Predicted: 2.5244420110166104 Movie Vector: [0.7617167216936401, -0.6568517106256107] User Vector: [1.5923884143890876, -0.06551862339848082] Predicted: 1.2559849025285168 Movie Vector: [2.0436158713367423, -0.9719704667654697] User Vector: [1.9033016843233286, -0.2984349157888198] Predicted: 4.1796874544234806 Movie Vector: [1.8966262781707792, -0.43663135726666225] User Vector: [1.7361526876226367, -0.31031918713958606] Predicted: 3.4283278981285616 Movie Vector: [1.8613235127944923, -0.13270693797035382] User Vector: [1.0292346370371919, -0.32216492750965425] Predicted: 1.9584921511510776 Movie Vector: [2.2881271740250226, -0.20455794468128347] User Vector: [1.733870830447163, -0.5608953895379011] Predicted: 4.082052571460567 Movie Vector: [2.19204937944192, -0.6494663129061257] User Vector: [1.7802942428794397, 0.059681883342621124] Predicted: 3.863731517606073 Movie Vector: [2.102038107205557, 0.030416190193056313] User Vector: [1.9253975796475367, -0.7858190683696786] Predicted: 4.023357461699606 Movie Vector: [2.0947930911183916, -0.004677213295814043] User Vector: [2.1107261733547746, -0.055394528841881105] Predicted: 4.421793697213157 Movie Vector: [1.6376254249931723, -0.6181648916404396] User Vector: [2.11246506031219, -0.28662692184979327] Predicted: 3.636609192263488 Movie Vector: [1.4219732682582769, -0.19899398801120194] User Vector: [1.8820053187385126, 0.045713283239958075] Predicted: 2.667064585429058 Movie Vector: [1.830257758297043, -0.3642314973060627] User Vector: [1.9346465415886651, 0.16947214979318906] Predicted: 3.4791747474343464 Movie Vector: [1.684936517189216, 0.03984249977136311] User Vector: [1.176358684252506, -0.10794380150683239] Predicted: 1.9777889535228503 Movie Vector: [1.4001687570863384, 0.39321731251040964] User Vector: [1.8044470584139822, 0.18210891833923065] Predicted: 2.598138774461135 Movie Vector: [1.8312522870926595, 0.0028087073580571574] User Vector: [1.8284533341510012, -0.06096219830323671] Predicted: 3.348188125031282 Movie Vector: [1.9623215522819268, 0.5456900845245595] User Vector: [1.4006181953862435, -0.008880338965541563] Predicted: 2.7436173584039314 Movie Vector: [2.1688965750473175, -0.21986191346778236] User Vector: [2.2702042219813245, -0.306054059700483] Predicted: 4.991127792903586 Movie Vector: [2.1637254552165746, 0.005239522861269257] User Vector: [1.9219638362109086, -0.1863449012327218] Predicted: 4.157625718045153 Movie Vector: [1.9723168237319808, -0.7527244283234776] User Vector: [1.8606809654062426, 0.004531152364853775] Predicted: 3.666441662595115 Movie Vector: [1.7607232320066402, -0.4807114440240497] User Vector: [1.9200563343463395, -0.21574851442557347] Predicted: 3.4844005745606697 Movie Vector: [1.9549353398907612, -0.16210581644890507] User Vector: [1.6564127562515691, -0.1976227731473301] Predicted: 3.2702156356319985 Movie Vector: [1.9219957019994363, -0.2254062047569538] User Vector: [1.8762559750704304, -0.6497081855700569] Predicted: 3.752604176245002 Movie Vector: [2.0486320385846084, -0.0032994311540738373] User Vector: [1.7255665963652025, -0.23816734523432248] Predicted: 3.535836830783898 Movie Vector: [1.817379354302457, 0.08013708634311817] User Vector: [1.791563969203299, -0.6148778973381321] Predicted: 3.206676846392778 Movie Vector: [1.73782379464234, -0.3320410831492671] User Vector: [2.215419859845536, -0.2812200851266353] Predicted: 3.9433859692315476 Movie Vector: [1.8089574053661743, -0.3561268225903722] User Vector: [1.9615777553066447, -0.43356627781614626] Predicted: 3.7028151875645112 Movie Vector: [2.323235441079918, -0.4526225127259585] User Vector: [2.210937556088991, 0.11133532922015274] Predicted: 5.086135611853765 Movie Vector: [1.905516317628771, -0.12345855574673532] User Vector: [1.6668243702011665, -0.4621008684379843] Predicted: 3.233211341866288 Movie Vector: [2.1144364063354497, -0.27854349055087624] User Vector: [2.084264423695559, -0.011872880827862864] Predicted: 4.4103516915603524 Movie Vector: [1.9999469596249635, 0.003219109169261129] User Vector: [1.6139998626100092, 0.22822592022609908] Predicted: 3.2286488022144595 Movie Vector: [2.186802010998379, -0.19765443670827262] User Vector: [1.716953189487677, 0.1310861468804614] Predicted: 3.728726929039817 Movie Vector: [2.032754636420973, -0.3129926567682832] User Vector: [1.9198707006816786, -0.42535547042005634] Predicted: 4.03575920689716 Movie Vector: [1.912530781136055, 0.04472910207695739] User Vector: [1.8974357866121123, -0.5755891243075106] Predicted: 3.603158762429231 Movie Vector: [1.8002486375212585, -0.47749148323182794] User Vector: [2.021991786656456, -0.3586619637106353] Predicted: 3.811345992038491 Movie Vector: [2.3291002796069615, -0.22692072917942108] User Vector: [1.5690346090917149, -0.4056251601498159] Predicted: 3.7464837038632286 Movie Vector: [2.1366588341338955, -0.3274023091785062] User Vector: [1.9165626586119784, -0.19191449192200635] Predicted: 4.157873783514514 Movie Vector: [1.0552547962029457, -0.7906645070912346] User Vector: [1.7615345858911742, 0.08418146179296412] Predicted: 1.7923085264442777 Movie Vector: [1.887685709022192, -0.4226416780719308] User Vector: [1.8016955663223047, 0.16859218243240212] Predicted: 3.3297808896622194 Movie Vector: [1.5104497396433076, -0.5733036842697935] User Vector: [1.947668774089301, -0.6846706271408374] Predicted: 3.3343799857857372 Movie Vector: [1.8907066204938408, -0.1331603494673295] User Vector: [2.0043333828079786, -0.09367418278940703] Predicted: 3.8020800834681645 Movie Vector: [2.120549600684589, -0.07846747197132183] User Vector: [1.6262779465605088, -0.4734777136643254] Predicted: 3.4857556494070416 Movie Vector: [2.0001242099001146, 0.014419336125224018] User Vector: [2.0344222726981913, -0.43425233753475484] Predicted: 4.062835610365587 Movie Vector: [2.0013757029206722, -0.04021832381732315] User Vector: [1.656062917273484, -0.3649178071887581] Predicted: 3.329080467675303 Movie Vector: [2.225099196488772, 0.3043678185209469] User Vector: [1.5255116438816398, -0.4798346884955136] Predicted: 3.2483684956472447 Movie Vector: [1.577550429543308, -0.5616403165196803] User Vector: [1.9506328835429236, 0.0659969324185782] Predicted: 3.040155205301543 Movie Vector: [1.8127623296370017, -0.479711168503114] User Vector: [1.5958878833065455, -0.45899605112653363] Predicted: 3.1131509692064614 Movie Vector: [2.026674158208189, -0.3268618683153293] User Vector: [1.9562246360179225, -0.5191186414458212] Predicted: 4.134310006488041 Movie Vector: [1.995083297947945, -0.5384272363293735] User Vector: [1.9067819151451522, -0.5807548078932296] Predicted: 4.116882957934236 Movie Vector: [2.071491862905103, -0.8035936985456881] User Vector: [2.16523744453674, 0.12184309384581501] Predicted: 4.387359405189488 Movie Vector:
avg loss: 0.9836457858621169: 98%|████████████████████████████████████████████ | 68524/70000 [01:37<00:01, 740.30it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 1.010188329061174: 15%|███████▏ | 2306/15000 [00:03<00:17, 743.35it/s]
Movie Vector: [1.9629362009529012, 0.054907697578657225] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 3.6460415083424262 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 4.162953355261299 Movie Vector: [2.099960742340499, 0.6928158416028881] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 4.026421669605047 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.7707674899356176 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 3.6705258960358025 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.454629651585518 Movie Vector: [1.491537921987868, 0.05314119944852196] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.216721396038607 Movie Vector: [1.6689356131672033, -0.13958774953197267] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 2.9617379181431374 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.2446124766826356 Movie Vector: [1.7093615527107033, -0.20876368049717686] User Vector: [2.0731528259394154, 0.044396469914485606] Predicted: 3.534499363093951 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.828434739143385 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [2.1298571626448806, -1.1868129609468208] Predicted: 4.510034532248672 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 3.2152825738377686 Movie Vector: [0.03629122607805116, 0.5416631919952491] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: -0.2160334022242638 Movie Vector: [1.5656809004500183, -0.2783290151056524] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 2.597142436780084 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.898404484289087 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.708424764789831, -0.1614545134419654] Predicted: 3.4068288009842065 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.77546884575678 Movie Vector: [1.3030756283900302, -0.3275741741345225] User Vector: [1.6282984683169393, -0.6083303852690761] Predicted: 2.3210693733640726 Movie Vector: [1.3596028688172013, -0.6895896602314365] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.6297422108184287 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 4.337123765791837 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.4582313916993543 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 2.5112903137722418 Movie Vector: [1.5750428124165248, -1.5041771205835295] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.744807352068192 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.9209602590534132, -0.12314566686964529] Predicted: 4.115542102063319 Movie Vector: [1.4968994510357505, -0.5747742835870441] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.142845945424375 Movie Vector: [1.1870951255000604, 1.0021226304017805] User Vector: [1.909458689165733, -0.7079648770795004] Predicted: 1.5572414774013943 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.3736297497925323 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 4.7878029216983835 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.775898051560099, 0.6326326244088109] Predicted: 3.2701013512620927 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.1498670278251004, 0.027947865170117655] Predicted: 4.020346914138527 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 4.085911838565701 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.4804837073670325 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [0.9402588008947995, -0.43891157027762284] Predicted: 2.341311657564499 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.1274496126865188 Movie Vector: [1.7964744700415571, -0.6824834361617895] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.0461445958801328 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 4.360345432535675 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.7354025123701207, -0.6241417766205605] Predicted: 2.750391741895855 Movie Vector: [1.799742039338675, 0.6902804350319768] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.1899747119573525 Movie Vector: [1.6310860491330388, -0.9289992829821061] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.6493325786240747 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 3.8681557059095577 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.6033562424255354 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.8171416979578074 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [2.453425849502833, 0.14112280120838835] Predicted: 3.7767488652523618 Movie Vector: [2.218690043974754, 0.21956523001860037] User Vector: [1.8258043096263035, -1.1081232182310563] Predicted: 3.807588514714225 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.0551453145466385 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 4.144799670659618 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.60282736753019 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.4933683069318584 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 3.930905628180308 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 4.640029164536351 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.0509143798189076 Movie Vector: [1.8181993971425374, -0.5721664794409874] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 3.5994740005570733 Movie Vector: [1.6989254164902352, -0.0401009919075981] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.4058212113502915 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 4.263196742532549 Movie Vector: [1.9480511925326165, -0.9035713359233443] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.824869370167813 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.9887869544430918, 0.16563594046807828] Predicted: 3.9611280809124465 Movie Vector: [1.0821224942777745, -0.509848290104624] User Vector: [1.8719775443593676, -0.7840555637233306] Predicted: 2.4254583980454996 Movie Vector: [0.7279833177913395, -1.3743310175959198] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 1.4633677263345857 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [2.0991359677449104, -0.2970770102294322] Predicted: 3.6012288556008545 Movie Vector: [1.37287068591769, -0.045192370926261875] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 2.630701319481448 Movie Vector: [1.3739400953157714, -0.7962714317191746] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.3995424434794126 Movie Vector: [1.9817088208462676, -0.356581247369644] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 3.98339471034746 Movie Vector: [1.4672671336119893, -0.37339924802418634] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.0906118206218283 Movie Vector: [1.717235450103838, 0.04797108914906392] User Vector: [2.2283730592811164, 0.2705020530975956] Predicted: 3.839617491558024 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [2.357768907186784, -0.5430698376322405] Predicted: 3.8038295670157662 Movie Vector: [1.9917501608121886, -0.36212643747705847] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.926207629048286 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [2.0736862883796165, 0.7632954663379098] Predicted: 4.3456016904808905 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.1153821729130984 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.207017178050939 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.6967224350144505 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.9653587588669563, -0.44057106389664985] Predicted: 3.3361770898208443 Movie Vector: [1.2905010742725056, -0.8418896222343492] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.255335247972942 Movie Vector: [1.0693553632253414, -1.9867263402366082] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 2.156003462470839 Movie Vector: [1.2311198426557979, -0.6507849662008076] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 2.8909627997927654 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 5.123967733713892 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.7622126658003965 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.3740426965511454 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.299740669511534 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.842371590537046, -0.6166095337133648] Predicted: 3.7494910669497488 Movie Vector: [1.962584311004447, -1.3544360969870506] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 3.4950197659287876 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 4.356662348142953 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.3016136028738834 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.1393189960498784 Movie Vector: [1.6241443991180253, -0.6187091337060737] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 2.4977657589423803 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 2.8480194657270577 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.497599037200745 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.748553747859449 Movie Vector: [1.7185481060543093, -0.8988086544828385] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 3.885345346024361 Movie Vector: [2.0996422724678436, -0.3728473396987212] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 4.159323718634663 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.366017142543112 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.8921699534568617, -0.7390023033933392] Predicted: 4.52910233529028 Movie Vector: [1.686522936504516, -0.7112579649311414] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 3.9595259015750868 Movie Vector: [1.214804017420236, -0.7135517750522566] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 2.6524887630536855 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.972937435513979 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.0200267491407855 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 4.0202870521504055 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.4824563072559584 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.112566305687818 Movie Vector: [1.2823958031965357, -1.3217867246926234] User Vector: [1.8348080354284335, 0.38845679468805555] Predicted: 1.839493089969384 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 3.134207823764689 Movie Vector: [1.3917012362560566, -1.229430291344724] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 3.3004821824201613 Movie Vector: [1.4618297212020348, -0.5331198896475182] User Vector: [2.1269557231010414, 0.05790850720964763] Predicted: 3.0783749147366075 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 3.885313860049096 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.9221854851515263, -0.6949953638546816] Predicted: 4.69019165593961 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.9078212591657842, -0.8387624837373826] Predicted: 3.6407444426771502 Movie Vector: [1.4190914047909242, 1.2261954261778878] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.043618564300234 Movie Vector: [1.7286494319218986, 0.4258492039937257] User Vector: [1.3931636668001433, -0.9906443980209197] Predicted: 1.9864264528502444 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [2.0195305501959977, -0.15477430778481777] Predicted: 3.9817506337831214 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [1.8142622816134926, -0.6487400644203606] Predicted: 4.2305551679157025 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.8717372481533667 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 3.1848735868268245 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.7120977558284616 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.8550306283996485, -0.22976367987294843] Predicted: 3.4005927085199645 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.8036428709389893, -0.41613840600154983] Predicted: 3.9818714283985255 Movie Vector: [1.7559085472399403, -0.797259399232401] User Vector: [2.0570325328101355, -0.047112225250232995] Predicted: 3.649521670711442 Movie Vector: [1.089061460857389, -0.4844277180376681] User Vector: [1.8073817907124252, -0.4447907252137273] Predicted: 2.1838188093399227 Movie Vector: [1.622192059794688, -0.5834544193059331] User Vector: [2.173370952187069, -0.4301254337971769] Predicted: 3.776583686831128 Movie Vector: [2.193678549126536, -0.3618761092080438] User Vector: [2.0291151431579317, -0.8579609052756539] Predicted: 4.76170191750714 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.729892246139045 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 4.194443039379638 Movie Vector: [1.214804017420236, -0.7135517750522566] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 2.3963103820234593 Movie Vector: [1.6094129115038756, -0.12315435873359588] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 2.920762628274894 Movie Vector: [1.622192059794688, -0.5834544193059331] User Vector: [1.9724607650490051, -0.5275425719214918] Predicted: 3.507507236278664 Movie Vector: [1.9647855568662496, -0.037160161949703015] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.0809465286033646 Movie Vector: [0.8531954015924786, -0.5152599845338711] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 1.8320194964569754 Movie Vector: [1.7395115587742667, -0.5994249801308811] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.226161531530327 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.2248874007233512, -1.5080452751265958] Predicted: 3.2689078789179864 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [1.9060823290359106, -0.5186060287501063] Predicted: 4.06778779523492 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 3.338960805846906 Movie Vector: [1.8236200935279572, -0.7113313949873792] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 3.3247459599151736 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 2.8387557889719446 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 3.487674192703246 Movie Vector: [1.581524634319279, -1.5438984524992194] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.5876353846826676 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 2.9625566518839848 Movie Vector: [1.1118875948688163, -0.8256697189214602] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 2.9563222660759623 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 2.945657264775317 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 2.772828409009917 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 3.4538884163768637 Movie Vector: [1.3428287998344164, 0.7051355920368522] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 2.6670952480328425 Movie Vector: [1.9243527551456427, 0.3151041842996691] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.940228747417386 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 3.7889046029112246 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.962156953161008 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.4473113728763642, -1.2152982730480277] Predicted: 3.316561138865543 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.6032871065910554 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.9887869544430918, 0.16563594046807828] Predicted: 4.636583281112285 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.7916246806301792, -0.6496953578123595] Predicted: 4.463233151864708 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.7215480292453504, -1.4053312587628137] Predicted: 2.703167066605299 Movie Vector: [1.7521653009174611, -0.47107407136876855] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.394137785347064 Movie Vector: [1.3857885536256447, -0.10679640184950995] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 3.102299122013168 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.313482147676451 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.57467928614036 Movie Vector: [1.6826257176811503, -0.5684609614629402] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.4332564152563068 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [2.182090320300276, 0.13905605743643212] Predicted: 4.3967100797017835 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 4.076385667215102 Movie Vector: [2.1778403906315247, 0.3548251309266838] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 4.170474722970163 Movie Vector: [1.9103897015955482, 0.04813828117946465] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.995319106873764 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 3.3290613004015874 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.1874596509606863 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [2.3511010855196117, -0.728887578051663] Predicted: 4.833727871340802 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.3748816015137384, -1.867036548951811] Predicted: 4.175172155216375 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.02768518136824 Movie Vector: [1.8117873640920197, -0.3499975092988522] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.4692407799197937 Movie Vector: [0.30245634441320884, 0.6270834456357645] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 0.3597992704584273 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.7575185947027756 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 4.041835258112827 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.1817411846188843, 0.10481378970980651] Predicted: 3.4321537217614733 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.31426009089045
avg loss: 1.0066238826710867: 17%|███████▋ | 2489/15000 [00:03<00:15, 829.19it/s]
Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 4.122672898347254 Movie Vector: [1.9209401798588923, -0.4116098923001736] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.3685174296407396 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.2061062645321106 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 2.9896853726045256 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.570833072779988 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 3.2581846437141495 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.4607784604870715, -1.4971704855946268] Predicted: 3.702115941159105 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 3.4677859844301566 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.429695965344192 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 2.4934367557305377 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [2.070134122915935, -0.8266563714235424] Predicted: 4.967143388154385 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [2.0521699031123517, -0.21879497122479413] Predicted: 4.2471295359673675 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.89346251703144 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 4.2478824543695275 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [2.2502567448260677, -0.3514167564092749] Predicted: 4.7795050713162 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 3.9873175997458348 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.959846644447866 Movie Vector: [1.543508227427933, -0.46416656141263] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.507781619112049 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [1.8036428709389893, -0.41613840600154983] Predicted: 3.385040392722964 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.3707935133953082, 0.13420546214142823] Predicted: 2.2608938260633686 Movie Vector: [2.0500006144191945, -0.5537566995440272] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.4824694647242582 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.8056022945157895 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.261467613517875 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.5618576960942168 Movie Vector: [1.2244659773572208, -0.3661880819408003] User Vector: [2.0181920982845067, 0.014305264057445418] Predicted: 2.4659691429137065 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [2.12817464441101, -0.14952409100048222] Predicted: 4.02651615325054 Movie Vector: [1.9159071881694454, -0.1448349045756676] User Vector: [1.9704701358955254, -0.2689361063371192] Predicted: 3.8141892327337494 Movie Vector: [1.6068363370986627, -0.12170394405721258] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.478772455295291 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.779237144544755 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.6433682588470733 Movie Vector: [1.0184270898739964, -0.7521738399875453] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 3.07146756920199 Movie Vector: [1.7376410891972789, 0.3017956105105579] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.38191101121472 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 4.736648020797227 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.767796062965718 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 4.119084734756022 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 3.9205087486674923 Movie Vector: [1.7304511794909625, 0.45409366701801457] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.1307669359372694 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.675906775261054, -0.0815397682618363] Predicted: 3.002316288577814 Movie Vector: [1.9172051982110632, 0.5622018501545453] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 2.9396732743742793 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 3.8052336336153956 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.515687871088634 Movie Vector: [1.8948764130794045, -0.559795040017785] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 4.179598182633957 Movie Vector: [1.5306844096182866, 0.9095473711669564] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 2.2985848334462036 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 3.2298956618325754 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 2.8895100278964496 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.666719299287175 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 3.082125715423844 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.632849013014794 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.508737858200617 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.440702904151544 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 4.180740811573403 Movie Vector: [1.638160243076004, -0.9476047607160452] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.6641846411624757 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [2.3109856080185156, -0.39353364802175433] Predicted: 3.870532253819932 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.888916684024752 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [1.5172707886045298, -0.5758459605385808] Predicted: 2.472797484142399 Movie Vector: [1.2060644480989098, -1.060279254433604] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 2.4522560824993915 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.596960045031443 Movie Vector: [1.095391881105319, -0.40660390591721735] User Vector: [1.7617375153564503, 0.1881029512743106] Predicted: 1.853309576257422 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.5837502554315184 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.4073635403364264, -1.5401782679347662] Predicted: 2.638415554647654 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.5172707886045298, -0.5758459605385808] Predicted: 3.1329017930404386 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.093166289785308, -0.3186813785295987] Predicted: 4.430026582157117 Movie Vector: [0.8572393972597816, -1.707171481584663] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.919901508487135 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [2.4220521381859412, -0.5318580303130924] Predicted: 4.728162251207561 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.116349938409715 Movie Vector: [1.357904686704046, -1.0876270654036948] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.7881262671081117 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [2.0557883898746487, -0.4038913746525356] Predicted: 3.9769580068103787 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [2.1324769206502494, -1.466122390297064] Predicted: 5.180378165500164 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.537670513742686 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.7916246806301792, -0.6496953578123595] Predicted: 3.4115549476878844 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 3.9132698058322326 Movie Vector: [1.214804017420236, -0.7135517750522566] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.183986678627259 Movie Vector: [1.6947524790378596, 0.95993782372415] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.7450522961464894 Movie Vector: [2.298694856624452, -0.11822016400945137] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.814861542222266 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.5913996237147225, -0.12364855293645619] Predicted: 3.4315962286592834 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 2.603497985966883 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 2.207410416127297 Movie Vector: [1.5047317086529417, -0.402421532346965] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.8445598778122263 Movie Vector: [1.698584039201518, 0.09004795963788703] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.3437726587412593 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.5066121140762556 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.6484740312531923 Movie Vector: [1.9917501608121886, -0.36212643747705847] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.8048475528710077 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.7870485462576267, -1.0953058208684932] Predicted: 3.7387242441380435 Movie Vector: [1.5201290443993472, -1.2619427808439123] User Vector: [2.1498670278251004, 0.027947865170117655] Predicted: 3.2328067039020056 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 3.5534429653267643 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 4.124476955792544 Movie Vector: [1.5750633477509148, -0.18712977664275265] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.778524874655384 Movie Vector: [1.727682128629533, -0.6645414660909341] User Vector: [1.3806172476941294, -0.5600444624918561] Predicted: 2.757440513499288 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.8184724590910286, -0.5236899465983924] Predicted: 3.7610985928512424 Movie Vector: [1.766999331093651, -0.15952992144554679] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 2.570297988028376 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 3.882876836373696 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.7475684050443712, -0.7116729568229534] Predicted: 4.010155964177313 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 4.115999395927078 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.663366247706792 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.4895071241296236 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 3.139961443456664 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.7593487992184307, -0.2867951911253705] Predicted: 3.1854658507684315 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.259398408678403 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.427899402077074 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.173370952187069, -0.4301254337971769] Predicted: 3.4856309566403487 Movie Vector: [1.8971771231877967, -0.06684008671212299] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.220835073727776 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.670831081681961, -0.5033748619315542] Predicted: 3.504390289751359 Movie Vector: [1.3362266511101968, -0.5720025159543989] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.4525370158349507 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.9661575291261864 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.58306985594988 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.4330523909801354 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.900304548308844 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.0416925810589612 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.638438398367174 Movie Vector: [2.0193819313590495, 0.12276827366672462] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.1046632205407505 Movie Vector: [1.507900822696107, -0.17315874417813878] User Vector: [1.3880319634213434, -0.19561097661291962] Predicted: 2.126886290629289 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 2.8776454700873573 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 4.460783498182905 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.6918732868175466, -0.42426287682018066] Predicted: 3.8012374570755925 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 3.8305404426793177 Movie Vector: [2.169805934395316, -0.5817402924612047] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.980275116849478 Movie Vector: [1.4330813763801025, 0.6333126093819914] User Vector: [1.6707567205250804, -0.6664206615274566] Predicted: 1.972277732548362 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.8754894898732117, 0.6424356661519153] Predicted: 3.896835525262278 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.3360063571388494 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.4803241802337515 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [0.9402588008947995, -0.43891157027762284] Predicted: 2.257118913846078 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.155813925083258, -0.4503725207261186] Predicted: 4.021015336502576 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 4.140676322332027 Movie Vector: [1.7376410891972789, 0.3017956105105579] User Vector: [1.681717026631952, -1.0564088884520895] Predicted: 2.6034010404391763 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.6914258841413474 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.21173719097703 Movie Vector: [1.9629362009529012, 0.054907697578657225] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.1984859498104545 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.825097149475029 Movie Vector: [1.9738692966165066, -0.577266835247303] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.4764537275725216 Movie Vector: [1.7490965509605323, -0.22079872401802864] User Vector: [1.9724607650490051, -0.5275425719214918] Predicted: 3.5665050477976425 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [2.1450091310767494, -0.6624196497278464] Predicted: 3.2047254106649774 Movie Vector: [1.7217464805654434, -0.5271857717828357] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.1331538911493046
avg loss: 1.0092760931254274: 17%|███████▉ | 2574/15000 [00:03<00:16, 765.84it/s]
Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.531365253917007, -0.287155374062877] Predicted: 3.0701537476261054 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 3.6148835962156127 Movie Vector: [1.2868052265927656, 0.4554552113904509] User Vector: [1.2731244877714478, -0.9026175027152207] Predicted: 1.2271613994636548 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [2.727859762849193, 0.40565177693077015] Predicted: 4.300057595827037 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 4.15342409411873 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.7123757860722524 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 3.1953719058240364 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.8654116251775568 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 3.1776014888334285 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.8838516974089903, -0.22776756299043846] Predicted: 3.8016472429156316 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.182090320300276, 0.13905605743643212] Predicted: 4.591435593585253 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.8293939251663003, -0.2936553442008656] Predicted: 3.6589820393598775 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 5.369746802203274 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.378281661718723 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.902680466219141, -0.6408191008073346] Predicted: 3.0180973453979627 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.4979425626715246 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.321164411427093 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [1.6989177432624465, -0.4702556376318362] Predicted: 2.9106534294328785 Movie Vector: [1.7235256252626, 0.7617300140894955] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.0085620067809784 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.0471048408783377, 0.15056281296474128] Predicted: 3.047134779992869 Movie Vector: [1.4453207958583207, -1.1292018723899533] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.396228331484104 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 2.571916183515605 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 2.9010096230128273 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 3.456356959867419 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 4.123139924851699 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.151152257901629 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 4.180509940448473 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [2.074870215547497, -0.19552129196486157] Predicted: 3.4153714995538214 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 3.7154025041675665 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [1.712879856142249, -0.5576809228897028] Predicted: 3.783270980406439 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.4235360907995043 Movie Vector: [1.4233110832237343, -0.24334013790187595] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 2.7992530376239104 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.8550306283996485, -0.22976367987294843] Predicted: 3.6587381063111035 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 1.8375969946574573 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.0078412641501755 Movie Vector: [1.5845630045776082, 0.7096371223742031] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.5600706876635457 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.673711289502807 Movie Vector: [1.5306844096182866, 0.9095473711669564] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 2.7574573725810723 Movie Vector: [1.3575181034662789, -0.8070225980006595] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.957290160276102 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.053921939209179 Movie Vector: [1.2303796148282544, -0.44089556710474326] User Vector: [1.8255812953272497, -0.31576671818701063] Predicted: 2.385378157270273 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [2.0584425535123243, -0.3140047961722548] Predicted: 3.611469873323932 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.7764395079403004, 0.24047363927955817] Predicted: 3.6216017873555946 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.4169221342182587 Movie Vector: [1.3401918543421423, -0.7015451078435528] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 2.8721483579490656 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.8508849058091417, -0.24163839652983946] Predicted: 3.8455535179882827 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 4.011331889240597 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.650125281667694 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.9632958050537497, -0.22202594476693302] Predicted: 3.3588604476581647 Movie Vector: [1.2987952989415827, 0.9177945821575663] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 1.9112469090264588 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 3.279648564872453 Movie Vector: [1.6845000601050941, 0.04827825081893147] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 2.9234603875692513 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.262198223626 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.3109856080185156, -0.39353364802175433] Predicted: 3.4692403131134095 Movie Vector: [1.1331102591263325, 0.05698212463632914] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 2.217933411490384 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 4.3341771572962395 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 2.7244639589084363 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.261357025650129 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.9696153318287664, -0.20130838742998386] Predicted: 3.851777591632187 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.038447029777396, 0.6226629129751694] Predicted: 3.548127231103759 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.0481920331992765, -0.422777717955005] Predicted: 3.846483702104895 Movie Vector: [1.8042790624370826, -0.38502693541713173] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.156566683297645 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.016668204099609 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [1.7198947572521028, -1.1208285753432798] Predicted: 3.2067703211767697 Movie Vector: [1.5656809004500183, -0.2783290151056524] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 3.512173358327265 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 2.942046116512265 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 3.6137156815920677 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [2.0181920982845067, 0.014305264057445418] Predicted: 3.5989515964998806 Movie Vector: [1.9897156747048976, -0.03454560384792757] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.288208135068062 Movie Vector: [2.0326664564232213, -0.35348129954894936] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.4260407864334623 Movie Vector: [1.5591853381087366, -0.5181909394265957] User Vector: [1.8590240809382355, -1.438049567092442] Predicted: 3.6437473463036074 Movie Vector: [1.5750633477509148, -0.18712977664275265] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.871225724836009 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 5.016919663622575 Movie Vector: [1.4267534977127945, -0.6886185907066922] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.625809889963401 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.0665712461484036 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [2.3511010855196117, -0.728887578051663] Predicted: 5.148409606493929 Movie Vector: [0.5852974005777138, -1.414186950126587] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 0.42405977346631885 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.990615265425384 Movie Vector: [1.4002286531259545, -0.8816390380999054] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.1279324408242672 Movie Vector: [0.24976923771948598, -1.323556736389535] User Vector: [2.0987386458844006, -0.6810336997862474] Predicted: 1.425587092815349 Movie Vector: [0.5978708159090566, -0.7053359196925679] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 1.1246245884492116 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.7918024235298224 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [1.5312480003622442, -0.20689217168908897] Predicted: 2.5588891641195106 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.901750538017922, -0.6453235878937323] Predicted: 3.708690154666741 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.4840884853641807 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 4.02956627803032 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 2.5592252804431728 Movie Vector: [1.8578227538490677, -0.39120556703569254] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 3.7250536356423134 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.5961208542906493 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.775862518275935 Movie Vector: [1.49186160845158, -0.33162291162057683] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.617949081321912 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 3.1014830140634917 Movie Vector: [1.603997159927529, -0.5188335163627081] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.3050891938872837 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 2.4471034575646153 Movie Vector: [1.334575245922419, -2.42759744496824] User Vector: [1.5505866095843779, -0.9311265974706172] Predicted: 4.329775054771722 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.208732350229677 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.0248144167908193 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.039818579721746 Movie Vector: [1.7350298149556023, -0.6471256981054889] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.7304944837052156 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 2.7960732719488632 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.2702078323917743 Movie Vector: [0.9537799835213335, 0.4373819573262559] User Vector: [2.156563076085687, 0.4542350509329157] Predicted: 2.2555609108349532 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.797637878560714 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 2.2482907320461756 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 3.405098134930691 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.251814618673862 Movie Vector: [1.8578227538490677, -0.39120556703569254] User Vector: [1.660672325546355, -0.11474908568917624] Predicted: 3.130125314221326 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.8618999578025655 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.1764030616463623, -0.6186263843312254] Predicted: 3.644073159126989 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 3.9293674838393313 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.8408192311353146 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.9642550548198705 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.6122000473050155, -2.099355155793747] Predicted: 3.2384020903190986 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.2302577647315545 Movie Vector: [1.4819143637431769, -0.42896533733350145] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.153552718843794 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [1.9402659725341171, -0.4507153713497307] Predicted: 4.265103980625774 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [1.738559297042893, -0.8681151210388298] Predicted: 3.6900617238455435 Movie Vector: [1.9207400844753688, -1.6809090956716308] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 4.128947398916031 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 3.9745707758378153 Movie Vector: [2.1654511699188648, -0.24110044756954907] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.9288905744362492 Movie Vector: [1.9103897015955482, 0.04813828117946465] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 3.667919946676301 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 4.328569023560507 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.447886365897672 Movie Vector: [-0.048410515846397044, -0.9006385067599567] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 0.373844962899591 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.602330250023895 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.92146848777934 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 1.7165074664404603 Movie Vector: [1.4279878016255383, -0.38859880948459236] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.0837771224963517 Movie Vector: [1.138695369718948, -0.7387679120738838] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 2.858182264114916 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [2.155813925083258, -0.4503725207261186] Predicted: 3.3097374291042594 Movie Vector: [1.8474144775443901, 0.4544527822415519] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.3061149507745253 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.85773919250903 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.777085490635078 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.8989336266599426 Movie Vector: [1.8181993971425374, -0.5721664794409874] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.071414824603155 Movie Vector: [1.4864586904064854, -0.6812737439503115] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.1515716158238707 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.602035219931186 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.9288635956746067 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.319491198306087 Movie Vector: [0.9193841770202391, 0.9395157939744082] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 1.8885406265583655 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.3135994592973455 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.292668259912611 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 2.8574340368648694 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.7382308254369936 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 2.1585667561594066 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 4.498761840299569 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 3.2043680622453 Movie Vector: [1.9931713777557625, -0.38342276623170135] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 4.096243854257059 Movie Vector: [2.0510746426239925, 0.20754020706292747] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 4.270496990341686 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.995042205177139 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 3.866057651338432 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [1.8314626305089616, -0.44926227998928586] Predicted: 3.91846678720449 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 3.634805877038991
avg loss: 1.0076410833010783: 18%|████████▍ | 2742/15000 [00:03<00:16, 724.54it/s]
Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.3111800715115893 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 4.084787104390253 Movie Vector: [1.7912087145714362, 0.2798191010546242] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.359082752159954 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.9517928707247274, 0.8273894611559651] Predicted: 3.27123404079313 Movie Vector: [2.044497301846825, -0.3597740731363865] User Vector: [1.515051941036022, 0.12282329111817997] Predicted: 3.053330969884338 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.5412674371303976 Movie Vector: [2.210837854561518, -0.3280987611714601] User Vector: [1.8073066088142484, -0.23683900657043372] Predicted: 4.0733684502185845 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 3.592773025948381 Movie Vector: [1.9738692966165066, -0.577266835247303] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.120156249978799 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 3.157434823597828 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.8298900978019361, -0.6755251190857662] Predicted: 3.9628739765653322 Movie Vector: [1.4335042805385776, -0.04489523035329912] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.6310446619412664 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [2.232459006736788, -0.7868416932483497] Predicted: 4.168015585488537 Movie Vector: [1.3909725982612564, -0.210761769072323] User Vector: [1.8395255636935472, 0.07003254044049194] Predicted: 2.5439694707829488 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [2.195645789235296, 0.048659010453938195] Predicted: 4.651393323628967 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.816787940304558 Movie Vector: [1.881442826739786, -0.04871535249639827] User Vector: [2.0372370744059536, 0.036192893612682624] Predicted: 3.8311819304392225 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 4.170963670584589 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.621462629375642 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.0443437413499033 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.8314626305089616, -0.44926227998928586] Predicted: 4.121593781617075 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.9216592049938037 Movie Vector: [1.962584311004447, -1.3544360969870506] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.9639185385495814 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.7495597422115625 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.9512231073144912, 0.24759642996025008] Predicted: 4.0622813418716275 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.622513769117537 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 3.0736546591644776 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 4.24458512442592 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.7537318994570206 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.656228511776062 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 3.5739518539744295 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 4.636715269994267 Movie Vector: [1.8448623160127589, 0.3903757723977474] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.3634606012703694 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.13193672368391 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 3.00653108453692 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.8108489833847434, -0.8855861101890142] Predicted: 4.2828206697419 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 4.437519741736705 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.8433549557552065, -0.7028598368888862] Predicted: 4.32712505929055 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.6944917475029584, 0.17318919956758896] Predicted: 3.2372998137568323 Movie Vector: [1.4002286531259545, -0.8816390380999054] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.6482751857736844 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 4.469064642868639 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.9837032830428045 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.543566055465033 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.6239917712007406, -0.20759978422001932] Predicted: 3.6035366281844907 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 3.5910200164827586 Movie Vector: [1.5637104026496074, -0.31802534485135686] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.5091642191479084 Movie Vector: [1.1142225324509585, -2.0743738237849465] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 2.5282902127234905 Movie Vector: [1.4968994510357505, -0.5747742835870441] User Vector: [1.660672325546355, -0.11474908568917624] Predicted: 2.551814315979866 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.277495167747569 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 3.2337085521626547 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.57339947145492 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.8314173892317782, 0.652606149693926] Predicted: 2.5335011937092755 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.9476368005007496, -0.06767510866119972] Predicted: 4.000661625850048 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.2612506232196607 Movie Vector: [1.2690172877109451, -0.9164373269999572] User Vector: [1.7290696926578233, -0.7835992508707468] Predicted: 2.9123389345469843 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.9372347794832256 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 5.222338661949563 Movie Vector: [1.6253789004997339, -1.027841494492789] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.122375798755983 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.7281779759715725 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 4.15414289954645 Movie Vector: [1.5706725255240264, 0.05423568064680032] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.3508043152069353 Movie Vector: [2.0326664564232213, -0.35348129954894936] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.995877124869948 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.6797224932257935 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.221099901393503 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 4.0622253963087545 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.370710013357334 Movie Vector: [2.0996422724678436, -0.3728473396987212] User Vector: [1.9402659725341171, -0.4507153713497307] Predicted: 4.241912482932633 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9723152427293624, -0.6578189952135497] Predicted: 4.1673352681934706 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.369165921561799 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.622234578904214 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 3.5579543353362255 Movie Vector: [1.3904898122669365, -1.373990752561734] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.3646853453249155 Movie Vector: [0.5526757936483913, 1.184093144191476] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 0.4739425648728687 Movie Vector: [1.7012062536238517, -0.5924944819490622] User Vector: [2.3116343837933853, -0.272018936486257] Predicted: 4.093736588654985 Movie Vector: [1.6161084797993817, -1.1544573473213355] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.276392381141278 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.705065958084204 Movie Vector: [1.3182979589792874, -0.2206381711612028] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.4469566100976854 Movie Vector: [2.0193819313590495, 0.12276827366672462] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.1766513625091815 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.1133535349425165 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.3784970058308965 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.8711269575496203, -0.6723341249990856] Predicted: 3.8656134656391012 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [2.1189878862728633, -0.19570414621172166] Predicted: 3.1930994393496364 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 1.6486859940002117 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 3.3284721726734805 Movie Vector: [2.185911288156452, 0.029608804497445934] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.8212437629801634 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 4.989850790692803 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.934461001393087 Movie Vector: [1.4702319611538173, -0.4900310427617556] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 3.2077260302849853 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.280025046600117 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 3.225425074740606 Movie Vector: [1.443713002786338, -0.27140296327856034] User Vector: [2.005188157344085, 0.5760055857215324] Predicted: 2.7385865929610063 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 3.1850001588193035 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 3.5765869056480453 Movie Vector: [1.7235256252626, 0.7617300140894955] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.32263684105737 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.9146254323901903 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.7914721737688322, 0.07738376410245768] Predicted: 3.4787439443523667 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 3.3956546604240696 Movie Vector: [1.3596028688172013, -0.6895896602314365] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 2.5912160445819516 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 2.7448238707042107 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 2.2656409471204673 Movie Vector: [2.11747327821315, 0.6085594577966016] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 2.905940324846705 Movie Vector: [1.328689901962066, -0.9815883011620745] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 2.8725675508272746 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.392108435240515 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.505829392880799 Movie Vector: [1.8027472870976915, -0.34501712198279805] User Vector: [2.207917371788718, -0.4157180974658306] Predicted: 4.123746913671802 Movie Vector: [0.5978708159090566, -0.7053359196925679] User Vector: [1.9706393984231962, 1.0252421166098944] Predicted: 0.4550476937712138 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.283096222522461 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.396073791727188 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.910354333603452, -0.09625238313265497] Predicted: 3.4473008609058216 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.8018527658297865 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [1.7161561734957496, 0.0822987448826616] Predicted: 3.2371156702847705 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 4.3294164993746165 Movie Vector: [1.3686782510590954, -1.3098675312931365] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.6152945175947373 Movie Vector: [2.06899426513004, 1.4187349601867747] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.4000032188179166 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.6476664627782602 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 4.307717625590108 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.569624028143931 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 4.4767458676883125 Movie Vector: [1.0147769492654286, -1.0000363570247859] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 2.1479342184296026 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.7697423596378687 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 4.511192137540232 Movie Vector: [1.4330813763801025, 0.6333126093819914] User Vector: [2.4802376115192364, -0.16832142250388682] Predicted: 3.44778225076486 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.7672224949619264 Movie Vector: [2.203407850173875, -0.22146634774988863] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.446157379799932 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 4.326172448385869 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [2.204539750415655, 0.3146117325204614] Predicted: 3.8588137108322806 Movie Vector: [1.7490965509605323, -0.22079872401802864] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 3.589126797613672 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [1.6573897853533812, 0.18221813842945017] Predicted: 3.4856743428615666 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.5172707886045298, -0.5758459605385808] Predicted: 2.278896410153207 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.9679473519440194 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.215793486289832 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 3.57081359069731 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.4038703076237296 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.750500620236516 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 3.2654012749109746 Movie Vector: [1.4984193342653656, -0.6219871410088532] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 2.78811786632994 Movie Vector: [1.5454618189548155, -0.8501323006061428] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.5400339058811636 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.0239523600141105 Movie Vector: [1.3827030493652823, -0.6493959954368881] User Vector:
avg loss: 1.009949455468046: 19%|█████████▏ | 2916/15000 [00:04<00:15, 796.54it/s]
[1.7944876409211847, -0.6088699492558874] Predicted: 2.8766412399386687 Movie Vector: [1.766018360476095, -0.4283259284773049] User Vector: [1.6752267759499369, -1.0134195818858136] Predicted: 3.392555127637085 Movie Vector: [1.7286920883212318, -0.574313699972543] User Vector: [1.5170337132570841, -0.5492552259193417] Predicted: 2.937928978851094 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 2.8160788156463648 Movie Vector: [1.691170800509665, 0.5698472957349213] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.2054065254860804 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.9177559845050929, -0.22149977033822857] Predicted: 4.227136852739924 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 2.594151874979037 Movie Vector: [1.610120446504509, -1.1139927630518738] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 3.81662996538574 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.446989319463016 Movie Vector: [1.5794107693302875, -0.9165378470721048] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.641721906493111 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.9472257357445828, -0.6470243692885456] Predicted: 3.9021924985581102 Movie Vector: [1.6211352132542827, -1.2768264195766184] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.2827717008476376 Movie Vector: [1.7336695176219683, 0.34495923823306623] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 2.922496635770741 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.939379829979551 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [2.195645789235296, 0.048659010453938195] Predicted: 4.09775554222216 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.0895172812248255 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 3.5405590048341526 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [1.920618436115596, 0.5773840539262532] Predicted: 4.118891553459063 Movie Vector: [2.1377544542257585, -1.4325430927885512] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 4.067816023277726 Movie Vector: [1.581524634319279, -1.5438984524992194] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 2.418796155911149 Movie Vector: [1.870237225805909, -0.8905231387246235] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.008196525887864 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.293184646034726 Movie Vector: [1.0693553632253414, -1.9867263402366082] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 1.6971924613072134 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.940346058508039 Movie Vector: [1.1870951255000604, 1.0021226304017805] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 1.9130584965837647 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 4.076434064874642 Movie Vector: [1.6020272558587427, -0.6898278700627793] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.378495268362778 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 4.357035082510796 Movie Vector: [1.6526730721830416, -0.2274164426758062] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.566145526844684 Movie Vector: [1.2641883191441732, -0.4980276046266127] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 2.796099834639445 Movie Vector: [1.8487374985802654, 0.017257583186759864] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.244313196035434 Movie Vector: [1.5164656429732597, -0.3168518359182954] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.372332731955249 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.995484033836494, -0.6438274634979466] Predicted: 4.866390987738679 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.770059809256108, -0.3253143373286462] Predicted: 3.8413853821234603 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.81460876672627 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.582387377035893 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 4.712584608910911 Movie Vector: [1.0693553632253414, -1.9867263402366082] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 2.8684784701214965 Movie Vector: [1.823018703033133, -0.4529145161218219] User Vector: [1.933215660748853, -0.8464060108187795] Predicted: 3.9076378753743044 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.562139191317342 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.2449916224657183 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.175308333005586 Movie Vector: [1.6253789004997339, -1.027841494492789] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.825693073146293 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 3.159474061785217 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 4.190975904919641 Movie Vector: [1.3443559697631373, -0.637105186510907] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 2.5778891713292267 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.6921858952239512 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.7870485462576267, -1.0953058208684932] Predicted: 3.8352594468245997 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.2915782746274522 Movie Vector: [1.3827030493652823, -0.6493959954368881] User Vector: [2.136840849531964, 0.5774417037809095] Predicted: 2.5796280286225706 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.565132496118524 Movie Vector: [1.9445226260388486, 0.4399403108863258] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 3.965101965068461 Movie Vector: [1.0829804736967268, -0.050889306077089955] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 1.8349443827473029 Movie Vector: [1.3370161025132772, 0.025605748007684087] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 2.702129168626579 Movie Vector: [1.155999836671663, -0.4947104575793158] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 1.7927624374066402 Movie Vector: [1.1475588771350103, -1.0537402925490935] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.575038845429239 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 4.368286725227216 Movie Vector: [2.0368838567519503, -0.49309800170147133] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 4.110633581685204 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.4197927216883834 Movie Vector: [1.0601452049043443, -0.46875828946842035] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 1.936368642007779 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.6918732868175466, -0.42426287682018066] Predicted: 3.5300402329331186 Movie Vector: [1.7336695176219683, 0.34495923823306623] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.1706953255340786 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.5172707886045298, -0.5758459605385808] Predicted: 2.6437303424970744 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.8967514882221552, 0.6251191045416807] Predicted: 3.6634867460138385 Movie Vector: [1.1601886385758138, -1.472672321840307] User Vector: [2.0356157368199317, -1.1916417481607238] Predicted: 4.1165960704303135 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.9706158897005803, -0.2909818224315464] Predicted: 3.9539108110785977 Movie Vector: [1.9058314683768387, -0.1114364174751555] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.105682753162499 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.203722433487269 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.5935964873803243 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.281611543778443 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.106698058787372 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [2.2796980357368737, -0.836181502482671] Predicted: 4.214944950077937 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 4.100304349285909 Movie Vector: [0.4644156245305093, -0.46776976352771255] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 1.096327425500528 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 4.336659673617145 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 4.056641110617256 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 3.3692846587337226 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.898954628008907 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.8416885303052357 Movie Vector: [1.1826138524425736, -0.7210449085457433] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 2.9512332224428746 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.8692313051172036 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.8933508568796737 Movie Vector: [1.6065581331122498, -0.6645509695255036] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 3.057602633264531 Movie Vector: [1.7127550226166903, -0.4048837480810076] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.7177287061636677 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 3.0803801814265332 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.2169349367175206 Movie Vector: [1.5339498355007823, -0.8048653187161218] User Vector: [1.6122000473050155, -2.099355155793747] Predicted: 4.16273215392415 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [2.003809021971668, -0.10626763450934995] Predicted: 4.241846231191096 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.9737684016029045 Movie Vector: [1.025680359110059, 0.08395985731366004] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 2.116278800936881 Movie Vector: [1.6558602794425412, 0.16324505114606083] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 2.592264149352613 Movie Vector: [1.5651603089077941, -0.1232003855754514] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 3.0836358305509166 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 3.932123675381517 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.160592755728989 Movie Vector: [-0.09435060997308953, -0.37297160325686135] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 0.09266213775437915 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.3645479436358983 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.311124505656771 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.8314173892317782, 0.652606149693926] Predicted: 3.0686430724604086 Movie Vector: [1.515041935165469, 2.0160121061731795] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 2.6882589793795155 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.373842824178555 Movie Vector: [1.5763257814546008, -0.5148546278981122] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 2.927683987849555 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 2.9017348929896696 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 5.364094754233356 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [2.003809021971668, -0.10626763450934995] Predicted: 3.967003950745729 Movie Vector: [1.8117873640920197, -0.3499975092988522] User Vector: [2.1202499849722933, 0.523094375438257] Predicted: 3.6583604029574674 Movie Vector: [2.0627262247614464, -0.0690454409015909] User Vector: [1.5775085830050537, -0.5581405605640124] Predicted: 3.2925053850399966 Movie Vector: [2.099960742340499, 0.6928158416028881] User Vector: [1.6294957193351534, -0.036133764908704846] Predicted: 3.396842995670209 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 4.4461337049015 Movie Vector: [2.296548210603872, 0.24483021080944178] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 4.254302168226015 Movie Vector: [1.3380604112813634, -0.1625810794171134] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.4588125145695683 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.7707035860170426, -0.10870069959010178] Predicted: 2.8378126547924127 Movie Vector: [1.4752339940782961, 0.22693051077995152] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 2.5805347907389913 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.691121176654487 Movie Vector: [1.7036927129489319, -0.5716847492641534] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.7101744791617772 Movie Vector: [1.5088374448326407, -0.6176738045662935] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 3.727319544060759 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [2.356251365083562, -0.19614483906470365] Predicted: 3.496424605378463 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 3.787092450226015 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.9220126062734972 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 3.530979292490418 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 4.202881668355222 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.915130275219919 Movie Vector: [1.6387336896352585, 0.440454042680503] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.684465803460158 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.8258043096263035, -1.1081232182310563] Predicted: 4.577012845754286 Movie Vector: [1.367293125065609, -0.19588947993602837] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 2.5849613584712867 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [2.0040264410962085, -0.8007300237107474] Predicted: 4.5393365957186225 Movie Vector: [2.0901697514357087, 0.964642975743208] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.73093036320126 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [1.983697449056887, -0.6168036364518009] Predicted: 4.608379740922676 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [2.173370952187069, -0.4301254337971769] Predicted: 5.222295985707893 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.3235636823927215 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.507157704741512 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.725455975072567 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 3.4301019375832413 Movie Vector: [0.9130520466305085, -2.1382978285251286] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.016644068036427 Movie Vector: [1.6959288709776676, -0.9212049928961585] User Vector: [1.8201444071709094, -0.7224680240529332] Predicted: 3.7523766004350607 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 4.238696007363265 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.6859914365015793 Movie Vector: [1.4864586904064854, -0.6812737439503115] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 3.0227820778681895 Movie Vector: [1.9972112745702908, 0.8512388735379252] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 3.257689854816352
avg loss: 1.0160903298319526: 20%|█████████▏ | 2998/15000 [00:04<00:15, 755.39it/s]
Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 2.500246791290109 Movie Vector: [1.3753462802561183, -0.4036177156023305] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.321183218147009 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.8806098445154324, -0.45008003294123017] Predicted: 3.695234594276931 Movie Vector: [1.7912087145714362, 0.2798191010546242] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 3.22519285759855 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.6294957193351534, -0.036133764908704846] Predicted: 3.400616862093165 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 4.336364471371052 Movie Vector: [1.82715030415637, -0.7373031889285382] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.4160322996356784 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [1.8444914922971485, 1.3674335187542077] Predicted: 3.8599526755297546 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.113833975821301 Movie Vector: [1.9173084833653238, -0.6802261680003672] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.853910684486276 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.835996689067408 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.7272013426346502, -1.2037010826502927] Predicted: 3.954154913768008 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 3.517019212357142 Movie Vector: [1.8372885703244475, -0.5127548764501241] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.9332228096961055 Movie Vector: [1.884788574959318, -1.3681032503159467] User Vector: [2.0919716729650153, -0.20765501480873122] Predicted: 4.227017809047223 Movie Vector: [1.3739400953157714, -0.7962714317191746] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.138483439930611 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 2.8563768218034573 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.354939364680455 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 4.030172824179668 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 3.620276496964118 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.22105089390035 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.4152456048591384 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 2.734432545630519 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.355911978360622 Movie Vector: [0.6661138657690171, -0.23707896684345742] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 1.048597008994782 Movie Vector: [1.7722683551088378, 0.18169396932283832] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.5203365513946685 Movie Vector: [1.6261094975279082, -0.49675806371222636] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 3.1647920406925483 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.811380260035469 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 3.2698438662447367 Movie Vector: [1.357904686704046, -1.0876270654036948] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.189311141094232 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.0923346436232548, -0.8183385705408144] Predicted: 2.8854406146268152 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.811186128242208 Movie Vector: [1.2595166815899803, -0.5692082775706526] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.4139070463601175 Movie Vector: [1.2690172877109451, -0.9164373269999572] User Vector: [2.405052028167301, 0.5692724439636733] Predicted: 2.530350084707774 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 4.281993803317274 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 5.095176666637748 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 2.8376085635303285 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [0.9402588008947995, -0.43891157027762284] Predicted: 2.299605587075496 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.9682191721733866, -0.10202390226367015] Predicted: 3.1912399168632106 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 3.8443667565359014 Movie Vector: [1.867254333508959, -0.29308895743687907] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.5778037107391962 Movie Vector: [1.7880571772526417, -0.2536580961052318] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.095588646793506 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.4638399018545427 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.7581907889721653 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 3.9972972944893215 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.2502567448260677, -0.3514167564092749] Predicted: 4.652207053025773 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.8433549557552065, -0.7028598368888862] Predicted: 3.869509513143165 Movie Vector: [1.6016182216609696, -0.3770526482719312] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.1969478175488715 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.9287571625239928, 0.5821195301608996] Predicted: 3.1661141691300965 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [2.0919716729650153, -0.20765501480873122] Predicted: 4.106758876852166 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.7108783957807843 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.7870485462576267, -1.0953058208684932] Predicted: 4.086003807923887 Movie Vector: [1.1702718906021619, 0.003956451104771465] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 2.4964709971808685 Movie Vector: [1.7501127901255193, -1.010220302154583] User Vector: [2.1955367449394076, 0.33641331342933617] Predicted: 3.5025853793675994 Movie Vector: [1.6011038080925606, 0.3693372374461307] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.1649546707942893 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.6860539735424032, -0.3023319097923323] Predicted: 3.2369601263244374 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.116464863025034 Movie Vector: [1.1013715059144198, -1.8130241315522826] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 1.45367868456271 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.974478687194517 Movie Vector: [1.927353398962247, -0.47562430752559715] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.5866042377802314 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 3.833512443331431 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 3.221044766845977 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 4.1714359355253245 Movie Vector: [1.9355154426474597, 0.3823603885924785] User Vector: [2.1817411846188843, 0.10481378970980651] Predicted: 4.262870396053105 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.342806769268954 Movie Vector: [1.3673426445192862, -1.046486215228419] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.134329418072734 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.736208720342565 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.918275338709738 Movie Vector: [1.2724633039510374, -1.0376925897192013] User Vector: [1.524357280631155, -1.396349671133411] Predicted: 3.3886704081057224 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 3.0224908726508057 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.9209602590534132, -0.12314566686964529] Predicted: 3.917269827994489 Movie Vector: [1.366663156826385, -0.8160008137440707] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 2.591571737608943 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.944148869822802 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.306723847047428 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.422172634243442 Movie Vector: [1.9348049596269905, -0.0845034665725218] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.75816137500203 Movie Vector: [1.7286920883212318, -0.574313699972543] User Vector: [2.030722936562774, -0.2878643274126467] Predicted: 3.6758191009749908 Movie Vector: [1.4233110832237343, -0.24334013790187595] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.4206957410440424 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.0919716729650153, -0.20765501480873122] Predicted: 3.4486264176832426 Movie Vector: [1.8971771231877967, -0.06684008671212299] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.991166081158673 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.9491621447321683 Movie Vector: [1.799742039338675, 0.6902804350319768] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.1770383047204684 Movie Vector: [1.6845531785037984, 0.9960814179218169] User Vector: [2.0481920331992765, -0.422777717955005] Predicted: 3.0291673709456273 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.8751102318795994 Movie Vector: [1.9172051982110632, 0.5622018501545453] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.252425430868652 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.6950646010745256 Movie Vector: [2.0805674995846806, -0.3069791444839688] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.251553158969309 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 2.9308966024516825 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 3.435069363274308 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.130677700121031 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [2.1450091310767494, -0.6624196497278464] Predicted: 3.898937096670154 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.7913290133942676 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.7583327226349215 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 3.6846681556666745 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 4.4089057136094185 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 4.072226055444773 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.7018379310599347, -2.0021525981781543] Predicted: 4.852014753038029 Movie Vector: [2.2067873472005206, 0.37320408492154633] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.3369221629218373 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [2.0181920982845067, 0.014305264057445418] Predicted: 3.4049731881627405 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.6810433159818035 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.8388665184988073 Movie Vector: [1.7690419769993606, -0.8688308853642634] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.302795302303411 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 3.6754803064963277 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 4.076743217857547 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.9871457819657974 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 3.406387637033046 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 3.3332591527694584 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.418265721942106 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.602728239817152 Movie Vector: [1.202895105879328, -1.037025683332847] User Vector: [1.9181916400182009, -1.286358085515905] Predicted: 3.6413697085593997 Movie Vector: [1.4668943163393606, -1.2354035576301705] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.267019473471118 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.7870485462576267, -1.0953058208684932] Predicted: 3.8780401717617456 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 3.928181870830266 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.27671428576863 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [2.0968772140899397, -0.03165003170284524] Predicted: 4.103530018921486 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 3.176366092612171 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.69728907991146 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.1028023671076594 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.3076909625278157 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.3806172476941294, -0.5600444624918561] Predicted: 2.742107984943043 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.2497840979817205 Movie Vector: [2.3138903932163246, 0.3386377683347196] User Vector: [1.7593487992184307, -0.2867951911253705] Predicted: 3.9738206013363784 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 4.038174451078149 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 4.402454177080371 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.184844666435756 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 2.8417715667379384 Movie Vector: [1.881442826739786, -0.04871535249639827] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.117376414670099 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 3.1423573929079507 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.223339881306873 Movie Vector: [1.873690113463859, 1.6676553137633905] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 2.6973644948146194 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [1.6860539735424032, -0.3023319097923323] Predicted: 2.3862473186463586 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [1.708424764789831, -0.1614545134419654] Predicted: 3.7179768624333867 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.217168006459075 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.8019115741892517 Movie Vector: [2.035833986291616, -0.22304192772437215] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.3391386168298975 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.8302113480474085 Movie Vector: [1.6454879493963444, 0.14271390394926683] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 3.1351064023959445 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 2.903408776390485 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 2.9253169379991917 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.819945002297056 Movie Vector: [2.050461624521368, -0.11826850461179703] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.662488269642274 Movie Vector: [1.0693553632253414, -1.9867263402366082] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.364532584766492 Movie Vector: [1.3362266511101968, -0.5720025159543989] User Vector: [1.6968898578423424, 0.3809841089430522] Predicted: 2.04950558319346 Movie Vector: [1.7036927129489319, -0.5716847492641534] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 2.9718082734900473 Movie Vector: [2.3505770184460397, -0.267065611291719] User Vector: [1.8314626305089616, -0.44926227998928586] Predicted: 4.424976474852746 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.6012384705908345, -0.6786154093094653] Predicted: 2.9211230580347 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.5302322308170677, -1.0966758073659169] Predicted: 3.305194643288146 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.4076990064589077 Movie Vector: [1.8027472870976915, -0.34501712198279805] User Vector: [2.2030263413221163, -0.1041868818785323] Predicted: 4.007446018357291 Movie Vector: [1.5945764481635518, 0.09867099188641028]
avg loss: 1.0162048143160596: 21%|█████████▋ | 3178/15000 [00:04<00:15, 774.95it/s]
User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 2.90255272910319 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 4.781119904045789 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 4.171472833422167 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.687553861709185 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 4.394187437210187 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.706912276412945 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.8329480117164243 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.1452788613308953, 0.06787252521231574] Predicted: 4.126613521956738 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.3720553196587435 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 3.8965609450477974 Movie Vector: [2.1654511699188648, -0.24110044756954907] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.256673640426659 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 4.2496737389290775 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 3.725475665498006 Movie Vector: [1.667859823293582, -1.0282802089575072] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.071012137052303 Movie Vector: [1.7912087145714362, 0.2798191010546242] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.469943239400152 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.0585098957290873 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [1.9049199908611552, -1.3883632371343941] Predicted: 4.3719998009852015 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.7457100065154783 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.7707035860170426, -0.10870069959010178] Predicted: 3.4039292183242513 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.4998603444889644 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.8687262246324958, 0.962571524882076] Predicted: 3.726033702232629 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.702790754662786, -0.5824035716579201] Predicted: 3.323183170606568 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.8936320483611198 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.9563275676064453 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.712377453690391 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.4216416756667214 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [1.886125400304294, -0.4213991978571942] Predicted: 2.890584100585985 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.6860539735424032, -0.3023319097923323] Predicted: 3.1655919329785744 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.79392051049168 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.6235182439386313 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 3.2384555068741 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 4.396444904059231 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.376245599901164 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 3.213812818590772 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.5772929311024435 Movie Vector: [1.2855591151193506, -0.5925678524764207] User Vector: [1.7212977130059517, -0.6728481412383259] Predicted: 2.6115381428852396 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 3.58886395357625 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 4.7697038535102285 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.8664881311617263 Movie Vector: [1.6526730721830416, -0.2274164426758062] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 3.5370269584091902 Movie Vector: [0.8214741354579237, -0.8957396299280015] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 1.5141215355185826 Movie Vector: [2.0740099260322427, -0.7442053301267838] User Vector: [1.910354333603452, -0.09625238313265497] Predicted: 4.033725386696997 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 3.177836514863675 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.9281120876772129, -0.1326099935702337] Predicted: 3.43231269555733 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.7908557086676204, -0.5966095191040044] Predicted: 4.364742951236537 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.035540592605579 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [2.1671103365861017, -0.31640194086002593] Predicted: 4.689956263743278 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.645906983917869 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.631805105441297 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [1.8287308164344216, -0.9283847248931386] Predicted: 4.277124586836515 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.1150082929861163 Movie Vector: [1.4875972928765169, 0.05867803017515138] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 3.180713147503021 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.9454624453627676 Movie Vector: [1.574169575941929, -0.006594190293591963] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 2.6672861162583423 Movie Vector: [1.495419767553441, -0.3136383074000115] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.4268288047566786 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 4.827416349049681 Movie Vector: [1.3753462802561183, -0.4036177156023305] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.9298653904499474 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.191565133302658 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.70824057359469 Movie Vector: [1.3054940983573768, -0.8841026173769722] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 3.629830113295154 Movie Vector: [1.138695369718948, -0.7387679120738838] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 1.91595991371328 Movie Vector: [1.0269923755892423, 0.3928580328952428] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 2.070213927683001 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.163716070023066 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.79640910806427 Movie Vector: [1.8210200483362358, 0.070115111873626] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.359717772144075 Movie Vector: [2.298694856624452, -0.11822016400945137] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.661004257858778 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 3.9581441593374658 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.6548189918773313, -0.33455185353233086] Predicted: 3.6984077509077444 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.975220269101543 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.803506461634571 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.83513143090116, -0.14322009719283785] Predicted: 3.040903910376486 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 2.5804230851565717 Movie Vector: [1.9488811499670506, -0.43981918027150624] User Vector: [2.061101488302598, -0.27814854684542034] Predicted: 4.13917690458923 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 2.497776863954513 Movie Vector: [1.264982835795359, -1.9243568861846045] User Vector: [1.6555653757045599, -0.5177933266632261] Predicted: 3.0906809375881767 Movie Vector: [1.964211678022576, 0.3862314401406456] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.224250579982861 Movie Vector: [1.9817088208462676, -0.356581247369644] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 4.173251404839231 Movie Vector: [1.9527650708640778, -0.24397026317180756] User Vector: [2.0330339598408256, 1.0477998657855199] Predicted: 3.7144056956505684 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 4.862402054034093 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 3.881511935893641 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 3.8912106479562314 Movie Vector: [1.590026413273074, -0.38950361378624027] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.2103615699855936 Movie Vector: [2.0326664564232213, -0.35348129954894936] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.6640748218581027 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.2863411089076955 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 3.823406113321106 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 2.817404130904333 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.565276752914995 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 3.279783565981718 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.4213474607257384 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.0667999577694043 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.3922193160299665 Movie Vector: [1.7350298149556023, -0.6471256981054889] User Vector: [1.7468318229542532, 0.24502136848032827] Predicted: 2.872245670410281 Movie Vector: [1.2855591151193506, -0.5925678524764207] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.398306417515061 Movie Vector: [1.6602178616956929, -0.4882759482488397] User Vector: [2.052312408902806, -0.8740974748670044] Predicted: 3.834086492442756 Movie Vector: [1.686522936504516, -0.7112579649311414] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 3.204336467151122 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 4.587284039621962 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 2.930583682578234 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 3.256442271792867 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.8306890729284455, 0.2675568861161603] Predicted: 3.9200616310513663 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.317039683909446 Movie Vector: [1.350770094018339, -1.1159999288642273] User Vector: [2.190252258242786, -0.7867405026605645] Predicted: 3.8365295937942836 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 2.99327702538409 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.2527976344838738, -2.158840552667766] Predicted: 4.071900032534231 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.493206558537824 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.814650767292154 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.6121376136752115, -0.19833207427105962] Predicted: 3.4605643061262454 Movie Vector: [0.8594599126951149, -1.34195949197602] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 2.43371260795637 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 3.9083305745666728 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 3.228650926611915 Movie Vector: [1.8543495358134658, 0.09492290887800449] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 3.385150530418196 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.3532849704354921, -0.7246498548735582] Predicted: 3.27700011790169 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.4318881975378757 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.500249076494646 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.1541845827026944 Movie Vector: [1.691416317043998, 0.836615051594656] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.234704979871343 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.7296479118871464, -0.39135188100268303] Predicted: 3.3697771075118697 Movie Vector: [2.096426487507864, -0.26996030533950616] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 4.229906180586319 Movie Vector: [1.4981501480397261, -0.7834392726787126] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.31254334385228 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.8600901109021557, 0.17085112084383647] Predicted: 3.597362053304184 Movie Vector: [2.2499363966770605, 0.30584758213573027] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.4057035123977006 Movie Vector: [1.1512167959540798, -1.0323037595806899] User Vector: [1.3880319634213434, -0.19561097661291962] Predicted: 1.7998556561845367 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 1.8488995036671831 Movie Vector: [1.9088037063374745, -0.16261880744038262] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.44281550806478 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 3.637811515998804 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.861290975943715 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.5632824218368646 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.512971172903079 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.7666362905684534, -1.0964837261091174] Predicted: 3.36637925956241 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.142856456865817 Movie Vector: [2.035029339477335, -0.010871356902716732] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 3.9115218329720047 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [2.575385330114598, 0.2697400317831761] Predicted: 4.950950560149164 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.9060823290359106, -0.5186060287501063] Predicted: 4.1015317093191985 Movie Vector: [1.9003454648524194, -0.7946142520960581] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.770220370003312 Movie Vector: [2.0674746813952942, -0.21833627564234886] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 4.693303213059917 Movie Vector: [1.610120446504509, -1.1139927630518738] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.339647670855244 Movie Vector: [1.5731579098625523, 0.21148295870472122] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.050016565735179 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 3.303172204803748 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.1811032589222945 Movie Vector: [1.9316243572185468, -0.1979725989831313] User Vector: [1.3880319634213434, -0.19561097661291962] Predicted: 2.719881962572238 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 4.295446162394553 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.6561461074764496, -1.2777469216872785] Predicted: 3.657905886545448 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [2.003809021971668, -0.10626763450934995] Predicted: 4.424323679284547 Movie Vector: [1.0821224942777745, -0.509848290104624] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 2.073175566060113 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.610036747866557 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 3.451119253017047 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.9910359569273672 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.1291723643691984 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 4.728087003247099 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.5598059813850438, -1.2941553991479706] Predicted: 3.599798472557535 Movie Vector: [1.7068374753253372, -0.12872863621301509] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.2636615776082474 Movie Vector: [1.3575181034662789, -0.8070225980006595] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.3612594199300285 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 4.589750006856613 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.5772032251774935 Movie Vector: [1.588551809074082, -1.0380411556207794] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.417817528240852 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 4.105254477734394 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 4.324096394396004 Movie Vector: [1.4482232687812382, -0.733966943976256] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.7404108484584775 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.37893875433379 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.1963595164985787 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.158193492190478 Movie Vector: [1.3638557659756694, -0.3303960996993084] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.1638555601124896 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.874191204928244, 0.4390941710208704] Predicted: 2.936532947450955 Movie Vector: [1.334575245922419, -2.42759744496824] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted:
avg loss: 1.013630022617875: 22%|██████████▍ | 3335/15000 [00:04<00:15, 730.18it/s]
3.9803808271841974 Movie Vector: [1.9812953443119747, 0.14119325242303216] User Vector: [2.0336094818071775, 0.02645105948130885] Predicted: 4.03291570957145 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.6051775612122094 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.9912051664592054 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.268595725789966 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [2.2013172585627885, -0.5624143962077052] Predicted: 4.760008072698275 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 4.2293898936416365 Movie Vector: [0.9537799835213335, 0.4373819573262559] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 1.27694654657131 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.082397979079515, -0.39297102349292407] Predicted: 4.6535200917552935 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.090286697609941 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.810919004515105, 0.31689821068141233] Predicted: 3.006552466949876 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.781274576075679, -0.7644017337343872] Predicted: 3.472701184205187 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.5956065411350813 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.2527976344838738, -2.158840552667766] Predicted: 2.808096784483247 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.9049199908611552, -1.3883632371343941] Predicted: 4.988017620004071 Movie Vector: [1.6412305087315227, -0.002284803689210497] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 2.9548593776043863 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 2.9620952624144214 Movie Vector: [0.8056144368409107, -0.021096179083439567] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 1.4233433126912975 Movie Vector: [1.8210200483362358, 0.070115111873626] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.2964073598278767 Movie Vector: [1.6578001395100628, 1.1240910616443514] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.049223937598151 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 4.346379489176296 Movie Vector: [0.8690958043598659, -0.6164049244891583] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 1.6574008564005391 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.7468318229542532, 0.24502136848032827] Predicted: 3.695062201138748 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.5626198507816698 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.1202499849722933, 0.523094375438257] Predicted: 4.181777186126106 Movie Vector: [1.6947345824828783, -0.2792688326445856] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.072909479492832 Movie Vector: [1.7336695176219683, 0.34495923823306623] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 3.7643311608231453 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.272821045915849 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.051517879071152, -0.6421851001111821] Predicted: 3.9263332560033293 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.4446520690375566 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.8462799650221167, 0.5900642127309023] Predicted: 3.6814695357731244 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 4.633783500490653 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.7320557608023375 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 3.5102772188520466 Movie Vector: [1.5979802910493337, -0.9208232481435051] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.416473025574301 Movie Vector: [1.7650945883387807, 0.3379642658355728] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.3227780614416034 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.518007446238683 Movie Vector: [1.236848963805383, 0.2756341412631497] User Vector: [1.8384867350425682, -0.45805117703698767] Predicted: 2.1476758703701773 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 2.6361113500576834 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.6362597395909644 Movie Vector: [2.015412098550607, 0.1312694403973669] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.7796469709499716 Movie Vector: [2.099960742340499, 0.6928158416028881] User Vector: [1.6561461074764496, -1.2777469216872785] Predicted: 2.592598500376302 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 2.807303206934296 Movie Vector: [1.0147769492654286, -1.0000363570247859] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.7261664511825516 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.4213234348425137 Movie Vector: [1.806269538646748, 0.11011260344092706] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.128003953857908 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.3549733613414807, -0.6549695602344071] Predicted: 2.3139096314163003 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.7832734656095863 Movie Vector: [1.6454879493963444, 0.14271390394926683] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.5873925836857787 Movie Vector: [1.6177094758788477, -0.7130000926571112] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.9319291703488672 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.376987122887462, 1.3692324914604521] Predicted: 4.554961443963761 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.859758256010284 Movie Vector: [1.9118035398601512, 0.5803397550914071] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 3.484313361124223 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.749036591275999 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.5986780794021005 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [1.8072409216169083, -0.36812673317837563] Predicted: 3.545483632671931 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.531365253917007, -0.287155374062877] Predicted: 3.0961819484203312 Movie Vector: [1.8318199835424973, 0.062119229616811586] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.333493792693148 Movie Vector: [1.2724633039510374, -1.0376925897192013] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.3007225569998555 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.6203531482383686, 0.8813590649364765] Predicted: 2.149430198707611 Movie Vector: [1.9335989673183709, -1.0348810845267777] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.745960415178228 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.747766451159787, -0.2728385013581004] Predicted: 3.473334462779013 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.874848821933533 Movie Vector: [1.9429988018650186, -0.14520024043153343] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.8877315129814725 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.7569315596195592, 0.33101574384080823] Predicted: 3.5157080922785684 Movie Vector: [2.0690962938507234, 0.35204714936136833] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 4.1150808789233935 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.0731528259394154, 0.044396469914485606] Predicted: 4.004574062178051 Movie Vector: [1.350770094018339, -1.1159999288642273] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 3.11443640636103 Movie Vector: [1.7524135051316645, -0.713193864292565] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.3929479214521923 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [2.0063311990611448, 0.4861644365224273] Predicted: 4.152856500215678 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.050744750939417 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.093166289785308, -0.3186813785295987] Predicted: 4.240080579847999 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.642732238667097 Movie Vector: [2.0389696792775904, 0.21887818747402188] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.208478812498734 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 3.2971354703660936 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 2.6110755621902437 Movie Vector: [1.8238884661766832, -0.07227532976394141] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.5472279898176857 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 4.1824438657401455 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.599684964447179 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 5.071200054999222 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 4.0744887314439815 Movie Vector: [2.0780349902505337, -0.4918917951213002] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 4.255817859164588 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.2086156263376853 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.625716437284961 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 3.561695064373276 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.0933799524014116 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.4242847562161853 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 3.972821187369932 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.067168460412228, -0.37605328558537743] Predicted: 3.8546297375962504 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [2.203029052083484, 0.10025403992883074] Predicted: 4.445604901908922 Movie Vector: [1.3873151551130833, -1.2175303630828076] User Vector: [2.0045537346006186, -0.1444301117171047] Predicted: 2.9567958216089845 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.9525497263116005 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 4.1096529230174434 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.1256120729988535 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.1531441359579855 Movie Vector: [2.0484097395382164, -1.2183616324965019] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.889284572394998 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 4.1809127792356495 Movie Vector: [1.85256137673613, 0.4351011697597573] User Vector: [1.894127177121878, 0.11142932217479593] Predicted: 3.557469879386016 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.959286699952891 Movie Vector: [1.6155792068365327, -0.6133392608669672] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 3.0408544213825226 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 4.242294883984866 Movie Vector: [1.9629362009529012, 0.054907697578657225] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 3.595887650628466 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.894127177121878, 0.11142932217479593] Predicted: 3.8984337519307193 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 3.5361664919918203 Movie Vector: [1.5466429008264997, -1.0910518790025217] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.527468341408645 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [2.0356157368199317, -1.1916417481607238] Predicted: 3.8713148662666836 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [1.7740490129730773, -0.5184232540856637] Predicted: 3.400592811767475 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.9528600451278018 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.3532849704354921, -0.7246498548735582] Predicted: 3.0396689157232006 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.159394940484565 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 3.32690529625485 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.378812122004936, 0.21407160707155656] Predicted: 4.5842037502209605 Movie Vector: [2.218690043974754, 0.21956523001860037] User Vector: [2.0987386458844006, -0.6810336997862474] Predicted: 4.506919217584791 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.9215897700276283 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.1188784020179146 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.336097704790192 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.8108489833847434, -0.8855861101890142] Predicted: 4.144893060960562 Movie Vector: [1.8238884661766832, -0.07227532976394141] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.837038274735837 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.6573897853533812, 0.18221813842945017] Predicted: 2.942565425081638 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 2.777100648081486 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 5.49558975896495 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 3.799040955962836 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 2.6875923308868126 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.8212150426091744 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.9724607650490051, -0.5275425719214918] Predicted: 4.5385478797515875
avg loss: 1.0149683032434529: 23%|██████████▍ | 3421/15000 [00:04<00:15, 763.95it/s]
Movie Vector: [1.6011038080925606, 0.3693372374461307] User Vector: [1.7847908528408274, 0.22520685824216957] Predicted: 2.940812710009303 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 3.678609602153427 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 3.3326246571310145 Movie Vector: [2.0193819313590495, 0.12276827366672462] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.487697407224358 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.2248874007233512, -1.5080452751265958] Predicted: 3.3083134318383944 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 4.258418948745965 Movie Vector: [1.4722964542218655, -0.11965558456525174] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 2.5659160397483785 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.851796960192259, -0.4862226537109855] Predicted: 3.078852652214201 Movie Vector: [1.7185481060543093, -0.8988086544828385] User Vector: [2.0933560720640094, 0.13051581491154218] Predicted: 3.4802243689535173 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.5682271038536606 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.9779356684625342, 0.3678189224825564] Predicted: 4.05247096508797 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.8979632049825903 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.2477442474613225 Movie Vector: [1.1248715808045315, -1.8639446336360652] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.37175348411456 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 4.227693049716267 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.702790754662786, -0.5824035716579201] Predicted: 2.700494604189203 Movie Vector: [1.1856077139429086, -1.5247749610971042] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 3.5837623985957476 Movie Vector: [1.6689356131672033, -0.13958774953197267] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 3.430994933970957 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.690445025212262 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 4.86324947495596 Movie Vector: [1.0420889018216077, -0.8809691841275409] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 2.016293934768401 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 4.206589197558087 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.8783429269973686 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.5505866095843779, -0.9311265974706172] Predicted: 3.281793027005997 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.9693173656799092 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.270671056323771 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [2.5918560260118464, -0.5012712033351396] Predicted: 4.77275386688673 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 4.040161181914626 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 3.52667067404282 Movie Vector: [1.2664889152248253, 0.3193871398325541] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.309446906049082 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.319308624382488 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.215318133592482 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 2.7034017158627472 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.6280481672447022 Movie Vector: [2.3138903932163246, 0.3386377683347196] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 3.5647864865908256 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.887529627655323 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.5660074185539186 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.920618436115596, 0.5773840539262532] Predicted: 4.3715276113368695 Movie Vector: [1.8042790624370826, -0.38502693541713173] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.83063407393782 Movie Vector: [1.962584311004447, -1.3544360969870506] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 4.078566431293845 Movie Vector: [0.8572393972597816, -1.707171481584663] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 2.0831988637388053 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [2.1671103365861017, -0.31640194086002593] Predicted: 4.375884821308071 Movie Vector: [1.4686710448474392, -0.542458829586293] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 2.7496268812187807 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.9739041661904693, 0.4664774074745154] Predicted: 3.3028097697850245 Movie Vector: [2.073571300482872, -1.0789330528407264] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.675743741481225 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9032062619453693, -0.37319335184498265] Predicted: 3.9920722039103804 Movie Vector: [1.6336920916850042, -0.5415304188768101] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.795975711928512 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.6044449358581705 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.6282984683169393, -0.6083303852690761] Predicted: 3.422845321524666 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.714195320571652 Movie Vector: [2.1265286675606316, -0.010781965532245887] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.614389392104455 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.5697628176302585 Movie Vector: [1.2527133722708277, -0.2867403204126389] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.6231468757880863 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.887077445149135 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 4.026662417365593 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 4.096726336022777 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 3.6591430209547897 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 2.839774168994191 Movie Vector: [1.6016182216609696, -0.3770526482719312] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 3.8646229904124287 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.204948756883526 Movie Vector: [2.1654511699188648, -0.24110044756954907] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.894571558608027 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.582836775715831 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 4.071731428720541 Movie Vector: [1.874575102828492, -0.15058239859861877] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.659037173899817 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.8178931191117877, -0.2566330819579857] Predicted: 3.1667404004573965 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 3.6468678309190956 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.4431761894175477 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.003964807208406 Movie Vector: [1.82715030415637, -0.7373031889285382] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.757107482767534 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 3.5637596705786287 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 2.733281101727902 Movie Vector: [1.6558602794425412, 0.16324505114606083] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 3.2352559596719157 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.110293926972731 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.406622083877921 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.8843509014859494, 0.25142394547575636] Predicted: 3.6055514068122805 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.0869169190371846, 0.0614487301522003] Predicted: 4.046081143308609 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.686221559625628 Movie Vector: [1.4547453755866304, 0.1667650949372914] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 3.068873485736729 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [2.070134122915935, -0.8266563714235424] Predicted: 4.253969607135891 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.1370785447674874 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.9772263814488809, -0.06658362287142332] Predicted: 4.263572125635665 Movie Vector: [1.6416565167154396, -0.7201503183893395] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 2.9606574280768707 Movie Vector: [1.2664889152248253, 0.3193871398325541] User Vector: [2.0452974734250193, 0.38212319467734945] Predicted: 2.7123918126418056 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.3700590509296062 Movie Vector: [1.1333715604666927, -0.6764442531224961] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.262266138486758 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.8418526713581571, -1.281314150060157] Predicted: 4.8020194847587705 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.910255447828655 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 3.4606915484895824 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.4372237477240022, 0.06059378289715961] Predicted: 1.9089009737906757 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 4.35988910117772 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 3.3882089218210427 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 3.128776837297436 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.4571685821868123 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.520892128190221 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.350480025859768 Movie Vector: [2.0500006144191945, -0.5537566995440272] User Vector: [1.7376196996414703, -0.6119903309820107] Predicted: 3.9010151977293654 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.171635764897762 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.4456594260108693 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 2.552815173589703 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 2.6149889140419402 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [1.7593487992184307, -0.2867951911253705] Predicted: 3.8614452753331614 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.921800282242233 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 2.9263886110977224 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.788021218740856 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.9233888488526185 Movie Vector: [1.1761285911312898, -0.16839172912420888] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 2.480765176138332 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.38223392319989 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 3.546336903453855 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.9082784319401886, 0.042034844856074845] Predicted: 3.718284059194158 Movie Vector: [1.7501127901255193, -1.010220302154583] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 4.124418576810736 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [2.0570325328101355, -0.047112225250232995] Predicted: 4.500609070646366 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.678049946285917 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 2.407354281251856 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [1.9851299210397586, 0.04255438295181553] Predicted: 2.9526077376633766 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.8115397272166676 Movie Vector: [1.4875972928765169, 0.05867803017515138] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 2.9763393504113234 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.5599738255055136 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 5.280510939499739 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.7361410394581502, -1.2718045090459502] Predicted: 4.15802001384909 Movie Vector: [1.7524135051316645, -0.713193864292565] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 4.37946848210872 Movie Vector: [2.0775110810343236, -0.1081339620147409] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 4.559944563560482 Movie Vector: [1.2681913214394611, -0.45893531886284195] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 2.720217116488755 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 2.236270350129031 Movie Vector: [2.0909926978478386, -0.519735259205945] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.504584335107292 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.7069450178428294, -0.20436665779539467] Predicted: 3.3483612299276517
avg loss: 1.0091482065530653: 24%|██████████▉ | 3584/15000 [00:04<00:15, 723.81it/s]
Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [2.070134122915935, -0.8266563714235424] Predicted: 4.008157089101243 Movie Vector: [2.140893141082911, -0.1960228343257731] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.5487884060589625 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 4.219876070033373 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.5110770205451476 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 3.1986103809792064 Movie Vector: [2.199571449174123, -0.2598355058602051] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 3.2128615400366995 Movie Vector: [1.095391881105319, -0.40660390591721735] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 2.247150941316181 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.755983883593381 Movie Vector: [1.7494684013698596, 0.3290611914006074] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 3.09737772057241 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.913821177090017, -0.1018855113286098] Predicted: 4.585884943930291 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 4.2949437663981955 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.9287571625239928, 0.5821195301608996] Predicted: 4.079807920185546 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 2.9963108016828106 Movie Vector: [2.015412098550607, 0.1312694403973669] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.0519408805007573 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 3.8520599292158195 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 3.9143507221169958 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 3.4656821908238826 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 2.7965574102667454 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.124518917111913 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 3.6723922304596885 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [2.0974919595904304, -1.4633770989840371] Predicted: 5.08763535473483 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 4.131547991269255 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.149818587069919 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 4.415722029468508 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 4.16871825599782 Movie Vector: [1.7880571772526417, -0.2536580961052318] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.808578507635679 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.8260461492095335 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.7185846821475406 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 2.5577828974133627 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.457478332062293 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [2.0336094818071775, 0.02645105948130885] Predicted: 5.012000460822608 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.7595525453212264, -0.6342628019088277] Predicted: 3.5463011276435212 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.013382916443658 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 4.110261441542895 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.375537815402238 Movie Vector: [2.11747327821315, 0.6085594577966016] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.518670142382128 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 4.227002842911571 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.9032062619453693, -0.37319335184498265] Predicted: 4.097890635302495 Movie Vector: [1.9207071388146464, 0.4052252520904367] User Vector: [1.2929615094775013, -0.8841826889082369] Predicted: 2.1251072484591575 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.7608083916330584 Movie Vector: [1.8720429065318194, 0.8704765559558232] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.520678160709803 Movie Vector: [0.7643043562174379, -1.3545147487293834] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 2.487779680066975 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.0857024527160157 Movie Vector: [1.328689901962066, -0.9815883011620745] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 3.731384109664269 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.360160057985623 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.6012384705908345, -0.6786154093094653] Predicted: 3.596377734452374 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 3.6226751796964667 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 2.796400180818598 Movie Vector: [2.051624208141015, -0.2391497882244138] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.994336153973813 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 3.2242596998252893 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.6098928370958525 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [2.2427927632687497, 0.215383114997086] Predicted: 3.558386941376572 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.7694094824935154 Movie Vector: [1.3353766302374734, 1.063910496611155] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 1.4731694210624209 Movie Vector: [1.1870951255000604, 1.0021226304017805] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 1.7652435207458248 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.685617581821737 Movie Vector: [1.4166147786157304, -0.31879517876797203] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 2.6580629418469837 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.8142622816134926, -0.6487400644203606] Predicted: 3.3721319721355103 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 4.223170261920558 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.5852342878661714, -1.4549649175670007] Predicted: 4.187616508211356 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [1.6640629125201296, -1.101478869333582] Predicted: 3.9721238895946946 Movie Vector: [2.0965149476839877, 0.28599936402258586] User Vector: [1.6573897853533812, 0.18221813842945017] Predicted: 3.526856730836322 Movie Vector: [2.1265286675606316, -0.010781965532245887] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.8303010285148265 Movie Vector: [1.0601452049043443, -0.46875828946842035] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 2.7326700945932876 Movie Vector: [1.7559085472399403, -0.797259399232401] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 3.5716733201272337 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.9323597017613037 Movie Vector: [1.4628561062206809, -0.3165769823577373] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.9471778720046484 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.783606596693867 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.2787453411060064 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.44970171154298 Movie Vector: [1.9165988128719378, -0.08384329448616064] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 3.7816711130279566 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.7910013532682445 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 4.077334802432957 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.7388377205233567 Movie Vector: [1.236848963805383, 0.2756341412631497] User Vector: [1.2929615094775013, -0.8841826889082369] Predicted: 1.3554871670605269 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.0911408253122 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 3.4585374414062153 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 4.060814807680999 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.6090649101098036, -1.6667230499118297] Predicted: 3.0100761062015082 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.6211269330430245 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [1.9517928707247274, 0.8273894611559651] Predicted: 3.046647631550412 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.669892235806416 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.76881618164053 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.5210038151558867 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 3.224136836048664 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 4.02149567305427 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 3.5333673352666453 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.6663064574512965 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 4.78525486630412 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.481774619521258 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.360904017924672 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 4.0008510190676345 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 3.0437451660632022 Movie Vector: [1.4700147064028142, -0.1118226213422577] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 2.9709934309524852 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.155813925083258, -0.4503725207261186] Predicted: 4.051517143406676 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 2.9420472966234867 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 3.1393867785245075 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.9290654467543495, 0.4774634772916536] Predicted: 2.9878761560972467 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.5080216905037727 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.9586195077209905, -0.3597351997932279] Predicted: 3.7625095008370404 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.446588059616344 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 4.120354062228321 Movie Vector: [1.6094129115038756, -0.12315435873359588] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.018589576621372 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 4.252813391062974 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 2.66459107837787 Movie Vector: [1.155999836671663, -0.4947104575793158] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.205619148906689 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.718782790891871 Movie Vector: [1.4672765223181674, -0.34547033813221745] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 3.2715392441861617 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.288392450168926 Movie Vector: [0.9309443507925831, -1.262217395966458] User Vector: [1.7518185878666657, -0.5935656811384845] Predicted: 2.3800545463695877 Movie Vector: [1.9364463176666167, -0.6126098316763442] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.9953321495412046 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.744486043350596 Movie Vector: [1.9355154426474597, 0.3823603885924785] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.5397639486782984 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.1394927271720463 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 4.4079371863928305 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.573847855049921, -1.8624931326342709] Predicted: 2.9739301982434823 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 3.7644679134386836 Movie Vector: [2.1030373751300835, 1.535928418088261] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.355536283553099 Movie Vector: [-0.2486896514892578, -1.3996601104736328] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 0.025675873430336615 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.5751706763345124 Movie Vector: [2.0326664564232213, -0.35348129954894936] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.4527487875472196 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.7449615782145074, -0.16407194942476566] Predicted: 2.7421147934295194 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.4108869917212608 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 2.5355218407267603 Movie Vector: [1.622192059794688, -0.5834544193059331] User Vector: [1.9723152427293624, -0.6578189952135497] Predicted: 3.583281526028338 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 4.304562466958366 Movie Vector: [2.0780349902505337, -0.4918917951213002] User Vector: [1.8178931191117877, -0.2566330819579857] Predicted: 3.9038812174218016 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [2.4802376115192364, -0.16832142250388682] Predicted: 4.474896435238187 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.8550306283996485, -0.22976367987294843] Predicted: 3.5402206857097225 Movie Vector: [1.9429988018650186, -0.14520024043153343] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.2669775776920877 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.281778665247451 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.7589033903609543 Movie Vector: [1.6824269473561815, 0.5657622263735511] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.0242545391319378 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 2.917354494200077 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.6616186513125701, -0.5480728233823187] Predicted: 3.1081304126493046 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.600436140730635 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.182090320300276, 0.13905605743643212] Predicted: 4.223151220133947 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.369808656921421 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.1192267342491586 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 2.999027131773742 Movie Vector: [1.9172051982110632, 0.5622018501545453] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 3.4624515760507517 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 3.555211514858057 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 2.965568585071796 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 3.404223913209079 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.8462799650221167, 0.5900642127309023] Predicted: 2.946698877886615 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.491842511995171 Movie Vector: [1.7690419769993606, -0.8688308853642634] User Vector: [2.0471048408783377, 0.15056281296474128] Predicted: 3.4906007727412858 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.7376196996414703, -0.6119903309820107] Predicted: 4.114859580901864 Movie Vector: [1.665651176554806, 0.4366336091750722] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.8178296650237686 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.8169105986977043 Movie Vector: [1.806269538646748, 0.11011260344092706] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.555442919957311 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 3.5981267773279333 Movie Vector: [2.042465509578673, 1.2948414186227342] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 4.21886888873704 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.5336532741995894 Movie Vector: [1.6094129115038756, -0.12315435873359588] User Vector: [1.2527976344838738, -2.158840552667766] Predicted: 2.28213931231174 Movie Vector: [1.5731579098625523, 0.21148295870472122] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.563982653627877 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.571349843623211 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 3.349358536613247 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [2.1671103365861017, -0.31640194086002593] Predicted: 4.312821356348115 Movie Vector: [1.8931295914169153, -0.1470312205342943] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.6142593975417354 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.3435753755009214 Movie Vector: [2.034497640745783, -0.38017791766863973] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.394548295030983 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 3.4539359415181696 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 2.9623661337922838 Movie Vector: [2.0780349902505337, -0.4918917951213002] User Vector: [1.3748816015137384, -1.867036548951811] Predicted: 3.7754320350182233 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 4.073562459558444 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.117006264951276 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.194869110118903 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.7069450178428294, -0.20436665779539467] Predicted: 3.6507254847553634
avg loss: 1.0086975395800524: 25%|███████████▍ | 3746/15000 [00:05<00:15, 713.64it/s]
Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 4.4313942525983885 Movie Vector: [1.9314182200125456, -1.0365309836406453] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.511045280808763 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 4.017568588293886 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.9221854851515263, -0.6949953638546816] Predicted: 3.616329624839447 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 2.6215780223079235 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [2.2683056009672495, -0.645732559897679] Predicted: 4.154237363116552 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.9074966568546114, 0.8692632377862983] Predicted: 3.321584476075005 Movie Vector: [1.6412305087315227, -0.002284803689210497] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 1.9779210029211027 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.0257915730551885 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.806368539851522 Movie Vector: [1.1585943609122087, -0.5671794776021208] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 2.6378037916362063 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.7848414197958147 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.775898051560099, 0.6326326244088109] Predicted: 3.158740683003686 Movie Vector: [1.9088082795965153, 0.08093932332707424] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.6012340413645403 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.9653587588669563, -0.44057106389664985] Predicted: 3.1547895181631445 Movie Vector: [1.5164656429732597, -0.3168518359182954] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.1082186870076125 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.223507343419718 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 3.7633146820120738 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.402217378138431 Movie Vector: [1.5747645999761526, 0.18868886989087463] User Vector: [2.4300592624358153, 0.22749824747330696] Predicted: 3.869697689545974 Movie Vector: [1.9897156747048976, -0.03454560384792757] User Vector: [1.7212977130059517, -0.6728481412383259] Predicted: 3.448136985738668 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 4.35608416873042 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 2.8015227241613414 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 5.0416295280458066 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [2.0424034953467647, -0.3635827916156342] Predicted: 3.0929494253969443 Movie Vector: [2.080868131478684, -1.3045989951887087] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.865780064704477 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.8021878438312697 Movie Vector: [1.3618361029438872, -0.5481349644196204] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.7546292130975383 Movie Vector: [1.6824269473561815, 0.5657622263735511] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 2.5972184368135536 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 4.080375026166517 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.487483259914414 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [2.330899476061324, -0.496415279452307] Predicted: 4.896781645931193 Movie Vector: [1.8016070240708215, -0.3526028542898044] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.826527242592752 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.9351786885729334, 0.4185453788350931] Predicted: 2.716153773388075 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 4.2379887223116155 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.036001148837176 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.8029964951910533 Movie Vector: [1.4752339940782961, 0.22693051077995152] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 2.791015489568522 Movie Vector: [1.2804541835943064, -1.3838090895864386] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.719653461417281 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.3279627799892806 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.8744507170690987 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 4.054481410037099 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 4.615407472240001 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 3.145133712049892 Movie Vector: [2.3505770184460397, -0.267065611291719] User Vector: [1.8843509014859494, 0.25142394547575636] Predicted: 4.362165234029091 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 4.0190604874385185 Movie Vector: [2.0874111809494105, 0.8380597717238493] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.5666918240860928 Movie Vector: [1.7036927129489319, -0.5716847492641534] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.4293682935053806 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.492448628059257 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.6555653757045599, -0.5177933266632261] Predicted: 2.5074364611385542 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.6573897853533812, 0.18221813842945017] Predicted: 2.6731327921830017 Movie Vector: [2.0780349902505337, -0.4918917951213002] User Vector: [1.7272013426346502, -1.2037010826502927] Predicted: 4.181275511536809 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [2.1611973452276594, -0.9081207556909741] Predicted: 3.732652616732628 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.8083984975022616 Movie Vector: [2.0649780195594287, 0.1935458963507412] User Vector: [2.0570129528141363, -0.22123524494068292] Predicted: 4.204867359723807 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [2.0817512223643466, 0.13690205345500153] Predicted: 3.956721513786009 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 2.425007139782397 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.270151963052455 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.4590863008670367 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [1.9581759035779984, -0.12063858986268466] Predicted: 3.9130363089855003 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.981627295717216 Movie Vector: [1.915580299889997, 0.2573503508399957] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.09534196666553 Movie Vector: [1.8931535028348783, -0.5517094609546448] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 3.622468837965454 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.248725929999083 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.659593587296389 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.30426545584188 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.086113334259661 Movie Vector: [1.3443559697631373, -0.637105186510907] User Vector: [1.7673256911669641, -0.79058315996173] Predicted: 2.8795994750158713 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.976542681431718 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 4.412515324607353 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.654446300383242 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.6557879098178545 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 3.541665212525161 Movie Vector: [1.3873453144394539, 1.3379123413151874] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 1.876885760045242 Movie Vector: [1.092279695406574, -1.6586613169893978] User Vector: [1.9575043780895824, -0.782994384698898] Predicted: 3.4368647831767016 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.6707567205250804, -0.6664206615274566] Predicted: 2.590428835186395 Movie Vector: [1.3074605520386273, -1.4292088801340748] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 2.396816825004525 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.491067755675583 Movie Vector: [1.1142225324509585, -2.0743738237849465] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.8608751479868983 Movie Vector: [1.7040333496624926, -0.47632568361159533] User Vector: [1.9608173806335027, -0.3543252062601249] Predicted: 3.5100724052900163 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.4102779811188744 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 4.0807199560060035 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.2885960264139293 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.23280181957008 Movie Vector: [1.1286787123637518, -1.163153016016509] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 2.2398465983271567 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.655183736560796 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.8395255636935472, 0.07003254044049194] Predicted: 4.108155506509 Movie Vector: [1.3078285670104548, -1.6514930976996711] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.3685377259919056 Movie Vector: [1.915580299889997, 0.2573503508399957] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 3.0550592908964727 Movie Vector: [1.8117873640920197, -0.3499975092988522] User Vector: [1.8508849058091417, -0.24163839652983946] Predicted: 3.437982721670063 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.7997555628606545, -0.04187711102854162] Predicted: 2.757780013303743 Movie Vector: [2.1654511699188648, -0.24110044756954907] User Vector: [2.0291151431579317, -0.8579609052756539] Predicted: 4.6008045189105635 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 3.6747855907002003 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [2.4300592624358153, 0.22749824747330696] Predicted: 4.131738383465461 Movie Vector: [2.0740099260322427, -0.7442053301267838] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 4.345352298783931 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.0659072468024955 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [2.0557883898746487, -0.4038913746525356] Predicted: 3.71510806720634 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.570706670129575 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.9556993245096224 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.645864969945467 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.8508849058091417, -0.24163839652983946] Predicted: 3.642093248809703 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 4.380442269682844 Movie Vector: [1.367293125065609, -0.19588947993602837] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 2.689041402566809 Movie Vector: [1.3370161025132772, 0.025605748007684087] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 2.348702704150601 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 4.609860830169889 Movie Vector: [1.9706788420006105, -0.5292532054797274] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.4681504979976014 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.4607784604870715, -1.4971704855946268] Predicted: 3.9903235551662304 Movie Vector: [1.1333715604666927, -0.6764442531224961] User Vector: [1.3037191937745423, -1.3820818830745654] Predicted: 2.412499604209139 Movie Vector: [1.3971573779251627, -0.6098761358934995] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 2.841106722887874 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 4.42262901360982 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.315860518747341 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [2.0869169190371846, 0.0614487301522003] Predicted: 3.5206737239735078 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 3.132167556794583 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.9986210111093703 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 4.615916411031354 Movie Vector: [1.9348049596269905, -0.0845034665725218] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.108902047104285 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [1.9291384016572954, -0.42511244513426644] Predicted: 3.586895192095502 Movie Vector: [1.7235256252626, 0.7617300140894955] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 3.79595134735425 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 4.230250212386609 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 4.6748384446598115 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 2.7622317328961628 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 4.132578982623076 Movie Vector: [2.2086251405004225, -0.3867005094882137] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 4.012321898251151 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.467338186225431 Movie Vector: [1.7350298149556023, -0.6471256981054889] User Vector: [1.700958646116065, -0.6169325712633256] Predicted: 3.3504468858806824 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 2.817073392979469 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.0570129528141363, -0.22123524494068292] Predicted: 4.288129204374125 Movie Vector: [2.0136881509368045, -0.06850382404332636] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.9176086249884765 Movie Vector: [1.9779769666887985, -0.033807662140913644] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 5.086473668661494 Movie Vector: [1.1310229701701613, -0.286541946198252] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.1755045090063887 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [2.090738196603634, 0.5112087387125767] Predicted: 3.9747862161337473 Movie Vector: [1.4700147064028142, -0.1118226213422577] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.486477100701446 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 3.486042362456689 Movie Vector: [1.8448623160127589, 0.3903757723977474] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.0745221022756843 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 4.129040655530575 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [2.0557883898746487, -0.4038913746525356] Predicted: 4.832179442294565 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 5.038488335202995 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 4.250117504330241 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.5427137605307384 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 3.765918753651716 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 2.5154774693477977 Movie Vector: [1.610120446504509, -1.1139927630518738] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.637317809702406 Movie Vector:
avg loss: 1.0086125829027455: 26%|███████████▉ | 3901/15000 [00:05<00:15, 721.76it/s]
[1.7569007806870616, -1.1169513998901204] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 3.172617150425295 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.074870215547497, -0.19552129196486157] Predicted: 4.715929954188388 Movie Vector: [0.9887988281487862, -0.08880514678309423] User Vector: [1.6177453289775539, 0.24819701538415342] Predicted: 1.577583513153862 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.5167647251312903 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.2440988841461176, -1.3453920701494049] Predicted: 2.3567171218347216 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.8819841723574255, -0.40970310497267354] Predicted: 4.15367660431065 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.869094971906161 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.9000909830974604 Movie Vector: [1.2060644480989098, -1.060279254433604] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 2.707817388200211 Movie Vector: [2.198018077517468, 0.3501676093276476] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 4.171839588470606 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [1.7145190444205063, -0.5619103209473648] Predicted: 3.292244834092961 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.8072409216169083, -0.36812673317837563] Predicted: 3.2847230837285686 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [1.8418526713581571, -1.281314150060157] Predicted: 4.313792560749539 Movie Vector: [1.2456072361877502, -0.13262261703543166] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 2.3807113635736563 Movie Vector: [2.0740099260322427, -0.7442053301267838] User Vector: [2.1882970203454875, 0.3098432806509722] Predicted: 4.3079627203388995 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.7376196996414703, -0.6119903309820107] Predicted: 3.366507933918961 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.2835147948585304 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.6527831212886124 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 4.1093651658473584 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.110544205921041 Movie Vector: [1.7235256252626, 0.7617300140894955] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.4120884868533308 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.8462799650221167, 0.5900642127309023] Predicted: 3.7351154090772316 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.3735398277374617 Movie Vector: [1.7521653009174611, -0.47107407136876855] User Vector: [1.6041706955045096, -0.8635701361711325] Predicted: 3.217577729370249 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 3.4698534768686953 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.499151331150553 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [1.4125176443275282, -1.6899647842838081] Predicted: 3.2083258825485275 Movie Vector: [1.4700147064028142, -0.1118226213422577] User Vector: [2.0424034953467647, -0.3635827916156342] Predicted: 3.0430199554016517 Movie Vector: [2.0389696792775904, 0.21887818747402188] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.375531097830423 Movie Vector: [2.210837854561518, -0.3280987611714601] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 4.319162768573813 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.957865618043459 Movie Vector: [2.194004902525943, -0.30824475292608533] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 4.356645687714628 Movie Vector: [1.3978653578355285, -1.3234894962410626] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.537432455567253 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 3.861322902464818 Movie Vector: [2.0780349902505337, -0.4918917951213002] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.808115085972431 Movie Vector: [1.3857885536256447, -0.10679640184950995] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 3.312709535331142 Movie Vector: [0.9880127407828209, -0.3578531698251241] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 1.699254943890152 Movie Vector: [0.5883887074470198, 0.08354087207140305] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 0.898370492517651 Movie Vector: [1.8151876618963745, 0.09713546556179589] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.596090797904269 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 4.952994983142791 Movie Vector: [0.9065412990746163, -0.24647559403551295] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 1.6394128378047697 Movie Vector: [2.0484097395382164, -1.2183616324965019] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.129774124210794 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 3.5128127618067837 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 3.374713321102796 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.9772263814488809, -0.06658362287142332] Predicted: 3.9281729115542685 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 4.603110666213816 Movie Vector: [1.8931295914169153, -0.1470312205342943] User Vector: [1.0350635253364573, -1.4788995921147623] Predicted: 2.1769538008870626 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 3.4213483276112124 Movie Vector: [1.9088037063374745, -0.16261880744038262] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.318794135275923 Movie Vector: [1.7637514223937718, 0.2507969686243801] User Vector: [1.4372237477240022, 0.06059378289715961] Predicted: 2.550102166414408 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 4.476736040419356 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 4.009261659975353 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 4.120811296757178 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 3.0310336983197415 Movie Vector: [1.8720429065318194, 0.8704765559558232] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 2.8364296136346483 Movie Vector: [1.4421011032162134, 0.6883026350424299] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.8045050247013865 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 4.273924583052891 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.125139518390152 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 3.3387611341967367 Movie Vector: [2.0484097395382164, -1.2183616324965019] User Vector: [1.901750538017922, -0.6453235878937323] Predicted: 4.681801824282662 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 4.236580940988564 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 3.5507533979049533 Movie Vector: [1.9647855568662496, -0.037160161949703015] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.4682147593037556 Movie Vector: [1.9236527618891697, -0.09299652173172968] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.8639274576075078 Movie Vector: [1.823018703033133, -0.4529145161218219] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 2.7145747368067927 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.890246909459944 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.601035102042805 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 3.4999523507226318 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.4397763214011956, -0.6312995561314921] Predicted: 3.0088882960697325 Movie Vector: [1.4965105251825652, -0.03632096471938255] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.913566122861001 Movie Vector: [1.4668943163393606, -1.2354035576301705] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.638785676328027 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 3.821075550517169 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.478557558656049 Movie Vector: [1.9096026860642428, -0.4534248126488881] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.8508083111637568 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.2815282059995947 Movie Vector: [1.7524135051316645, -0.713193864292565] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 4.012373246898631 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 3.57612771257637 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.7229631624803696 Movie Vector: [1.7610810767581786, -0.39466525167033145] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.26565716760387 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 4.349546616166852 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.9915930771778037 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.9061421705040478 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.185970896582101 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 3.7546434216423474 Movie Vector: [1.6091052055186825, -0.7361850160795136] User Vector: [1.9512231073144912, 0.24759642996025008] Predicted: 2.95744647733657 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 3.143227137209488 Movie Vector: [2.2564100800432385, 0.03650642937839719] User Vector: [1.901750538017922, -0.6453235878937323] Predicted: 4.267570623723635 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 4.2451095207928935 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [2.003809021971668, -0.10626763450934995] Predicted: 3.510350435895364 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [1.3037191937745423, -1.3820818830745654] Predicted: 3.2439358153283955 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.770059809256108, -0.3253143373286462] Predicted: 3.5132162562992404 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.523968862872729 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 3.8218629335850594 Movie Vector: [1.3826134837097772, -0.594160991175896] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.032664835047838 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [2.225871059514696, -0.48035456113015146] Predicted: 4.705495290761673 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [1.9060823290359106, -0.5186060287501063] Predicted: 4.164480776341531 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 2.8405864842904838 Movie Vector: [2.0627262247614464, -0.0690454409015909] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 3.935900589369806 Movie Vector: [1.935549250471649, -1.2366833481979993] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 4.465219467133203 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [2.376987122887462, 1.3692324914604521] Predicted: 3.7256491866616916 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 3.5739337432435025 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [1.660672325546355, -0.11474908568917624] Predicted: 3.6585050968592063 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [1.8131768798881858, -0.27816856764413367] Predicted: 2.5109713515220116 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.510640924997287 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.6688159968559275 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 2.952579584680759 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.5852342878661714, -1.4549649175670007] Predicted: 3.260191080626709 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 4.082652286064499 Movie Vector: [1.7001437256930294, -0.760980083549766] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.3234183798951875 Movie Vector: [1.5979802910493337, -0.9208232481435051] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.1513693605046784 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 4.736651306866805 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 3.8246422075867934 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.6121376136752115, -0.19833207427105962] Predicted: 3.178984210909202 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.0571597299192153 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 3.100583291065598 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [2.1239992679259374, -0.1022205268687433] Predicted: 4.659888775240118 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.195645789235296, 0.048659010453938195] Predicted: 3.8509505599836933 Movie Vector: [1.5047317086529417, -0.402421532346965] User Vector: [1.467980131800236, -0.9471873260865754] Predicted: 2.5900848271757235 Movie Vector: [1.7510485416598065, -0.10683431942788116] User Vector: [1.2887623170466782, -1.5624456496322858] Predicted: 2.423608193432218 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [1.9005264531610855, -0.20026799642990492] Predicted: 2.4404643771598917 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [2.16281557875338, -0.27127810951873654] Predicted: 3.5205470539304753 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.360366864016054 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 2.6165993682417525 Movie Vector: [1.8543495358134658, 0.09492290887800449] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 3.7139207760349686 Movie Vector: [1.5651603089077941, -0.1232003855754514] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 2.9168469597114166 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [1.7361410394581502, -1.2718045090459502] Predicted: 4.2526469743958994 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.7118250194376303 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.187716724319821 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 4.094184380306015 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.570100622029769 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.0736159760111215 Movie Vector: [1.2855591151193506, -0.5925678524764207] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 2.9732873977994596 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 4.438280930619474 Movie Vector: [1.1013715059144198, -1.8130241315522826] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.2627413173996382 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [2.0968772140899397, -0.03165003170284524] Predicted: 4.550242531195746 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 3.9458811702858445 Movie Vector: [1.5978617285465866, -1.7139002684217153] User Vector: [2.0372370744059536, 0.036192893612682624] Predicted: 3.193192143091753 Movie Vector: [2.0295692224318067, 0.7189354154111889] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.9771286007995434 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.235079054636825 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.6282984683169393, -0.6083303852690761] Predicted: 3.36318282694489 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.372454597784893 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.315448096403682 Movie Vector: [1.6776227534325567, -0.6707662520568527] User Vector: [2.3116343837933853, -0.272018936486257] Predicted: 4.0605115623842085 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.019408337817519 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 3.483064166127435 Movie Vector: [2.126739485386173, 0.7471864429200601] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 4.076829880638136 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 2.959452096087115 Movie Vector: [1.964211678022576, 0.3862314401406456] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 3.814179178015675
avg loss: 1.005603374837602: 27%|████████████▊ | 4072/15000 [00:05<00:14, 766.52it/s]
Movie Vector: [1.1248715808045315, -1.8639446336360652] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.0475061298441357 Movie Vector: [1.4984193342653656, -0.6219871410088532] User Vector: [2.1764030616463623, -0.6186263843312254] Predicted: 3.6459420828680686 Movie Vector: [1.4941521428276952, -0.8410598213371077] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.87511516583034 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.407201978726322 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.296605074967051 Movie Vector: [1.2681913214394611, -0.45893531886284195] User Vector: [1.790868282866704, -1.4507442884055464] Predicted: 2.93696140676059 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [1.3880319634213434, -0.19561097661291962] Predicted: 2.864951475609265 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 3.6369481192503423 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.237658484939249 Movie Vector: [1.2855591151193506, -0.5925678524764207] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.4335909196088106 Movie Vector: [1.5158580664115429, 1.5060245277432882] User Vector: [1.9472257357445828, -0.6470243692885456] Predicted: 1.9772832684563963 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.3301346864200925 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 3.7728846547931703 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 2.982819457256216 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.728977693568806 Movie Vector: [1.1286787123637518, -1.163153016016509] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.636043234719833 Movie Vector: [2.164867660157781, -0.0856589506424782] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.5664759193734845 Movie Vector: [0.8531954015924786, -0.5152599845338711] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 1.8646625640967756 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 3.690526037359744 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 3.205140441517669 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.6752267759499369, -1.0134195818858136] Predicted: 2.558084570286192 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 2.9617822207748743 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 2.838789802918249 Movie Vector: [2.130626934290952, 0.017730259429483326] User Vector: [1.418310399728788, -1.0480771182111666] Predicted: 3.003307659639133 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 3.5337836363224073 Movie Vector: [2.0965149476839877, 0.28599936402258586] User Vector: [1.9824754353613008, -0.03735867353886629] Predicted: 4.145604826778445 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 3.0729505073325636 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.4027015535930323 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.7916246806301792, -0.6496953578123595] Predicted: 3.5706979111399484 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.5170337132570841, -0.5492552259193417] Predicted: 2.919381718630244 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 2.9772950070547552 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.8335095114330255 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.7085646096752285 Movie Vector: [1.071490781860342, -0.35577645823871695] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 1.7774533430437478 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.828610043337804 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.7093367595409372 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.8314626305089616, -0.44926227998928586] Predicted: 3.607763682510288 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.4710209077632133 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.356251365083562, -0.19614483906470365] Predicted: 3.489920068337424 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.68531286947623 Movie Vector: [1.9096026860642428, -0.4534248126488881] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 4.157052696129802 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 4.144358763312856 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.607821091778623, -0.27011963399398126] Predicted: 3.557607579689259 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 3.876468322597622 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.1190007190330182, -0.043235387348587104] Predicted: 3.8113069566202613 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.837850743626594 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.0802065131861327 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 3.2247626248331853 Movie Vector: [1.5994486615176315, -0.23014734864966346] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.66669693231258 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.6428549144089084 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.6471385248897765 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 4.7503486196335825 Movie Vector: [1.4852037587826818, 0.16414368169614696] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 3.0900568820370173 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.7916246806301792, -0.6496953578123595] Predicted: 3.308498913234646 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.5884914272087975 Movie Vector: [1.491537921987868, 0.05314119944852196] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.218460617442896 Movie Vector: [0.9359428905218513, -1.5637307915100354] User Vector: [2.440573565909049, -0.569954528837181] Predicted: 3.175492924311432 Movie Vector: [1.138695369718948, -0.7387679120738838] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.255811601862931 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [2.032730999926283, 0.09408626320373917] Predicted: 3.07969055881141 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [1.6412488477346772, -0.8995654255511243] Predicted: 3.8492211560555254 Movie Vector: [1.867254333508959, -0.29308895743687907] User Vector: [1.9037066489947936, -0.8976232192880087] Predicted: 3.8177879435776045 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.6508722907941675 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.536677462484259 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.9724607650490051, -0.5275425719214918] Predicted: 3.9615563320661495 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.9431517709245383 Movie Vector: [1.9917501608121886, -0.36212643747705847] User Vector: [1.7466468419112706, -0.4880561382582395] Predicted: 3.6556221588951416 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.023148665936732 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.7740490129730773, -0.5184232540856637] Predicted: 3.9473922576195015 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 3.277984164048994 Movie Vector: [0.811294150680045, -2.6482456612141982] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.5978632376820032 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 3.9731105167320484 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 3.4592708469884856 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.4679141335960217 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.176359873254486 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 5.07111992683153 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 3.1464133276665565 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.7593487992184307, -0.2867951911253705] Predicted: 3.3239784653406317 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.18172963186057 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [1.5775085830050537, -0.5581405605640124] Predicted: 3.2276217864069214 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.2224718750477743, 1.1688983425517825] Predicted: 3.7152630297620455 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.5852342878661714, -1.4549649175670007] Predicted: 3.046890459273884 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.4309872063147515 Movie Vector: [1.4668943163393606, -1.2354035576301705] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 2.8046431125512385 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.9824754353613008, -0.03735867353886629] Predicted: 3.3604679515681437 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [2.0974919595904304, -1.4633770989840371] Predicted: 4.251898525650143 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.3037191937745423, -1.3820818830745654] Predicted: 2.5863032748857857 Movie Vector: [1.285634305435556, 1.1571359727428334] User Vector: [1.6989177432624465, -0.4702556376318362] Predicted: 1.6400372181624414 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 3.2586383238745364 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.2013172585627885, -0.5624143962077052] Predicted: 5.243720836265949 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 3.5514650234503478 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [2.1190007190330182, -0.043235387348587104] Predicted: 4.510803219638464 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.9644780873619876 Movie Vector: [2.0996422724678436, -0.3728473396987212] User Vector: [1.8108489833847434, -0.8855861101890142] Predicted: 4.13232349982814 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [2.038447029777396, 0.6226629129751694] Predicted: 2.614724103545265 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 3.561903590209156 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.8996526167798105 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 3.3155768711314515 Movie Vector: [1.686522936504516, -0.7112579649311414] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.411469568489696 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.3392802445047347 Movie Vector: [2.1778403906315247, 0.3548251309266838] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 3.316636471899423 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.3356219811323222 Movie Vector: [1.7700452546567838, 0.42802631838363336] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.965907718914315 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.28374454114105 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.468257066781194 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.8838516974089903, -0.22776756299043846] Predicted: 3.116043819589944 Movie Vector: [1.3364755219919562, -1.0677977312621654] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 2.948655966174833 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.1425507719009422, 0.5669143042085535] Predicted: 4.747084564716646 Movie Vector: [1.184691469636977, -0.07194687997417795] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.34541807492716 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 3.2907068296354343 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.406586804431464 Movie Vector: [1.7494684013698596, 0.3290611914006074] User Vector: [2.069432908213352, -0.1305262531939011] Predicted: 3.57745635728915 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 3.3992069106444354 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.063786796318174 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.95850778525302 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.5209728635848094 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.723387735243808 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.08566009226041 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 4.056256973611358 Movie Vector: [1.2762239453535298, 0.07419531565335279] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.288686246000305 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 4.030302627379214 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 4.051712398800728 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 3.750844902625543 Movie Vector: [1.6658712583342004, -0.28775778124614615] User Vector: [2.070134122915935, -0.8266563714235424] Predicted: 3.686453739556364 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 4.568120477353395 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 4.3780626631549495 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.626235226799024, -1.5620784477412455] Predicted: 3.3784598745806758 Movie Vector: [1.5420671610842525, -0.8939834344152224] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.5581489488029545 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.43176314296798 Movie Vector: [1.8474144775443901, 0.4544527822415519] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 3.495641371419268 Movie Vector: [1.6177094758788477, -0.7130000926571112] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 4.426009176502006 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.483724336996633 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.432941051927369 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.7671622382718852 Movie Vector: [1.4233110832237343, -0.24334013790187595] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.6451610967105927 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.4643881969947614 Movie Vector: [1.8409090270535515, 0.49300735022197556] User Vector: [1.7673256911669641, -0.79058315996173] Predicted: 2.8637225097900725 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.3360437956107267 Movie Vector: [1.6845000601050941, 0.04827825081893147] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 2.8668672089699663 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 4.000303490258687 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 3.7237000521006625 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 3.4275700804380462 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.907434246553458 Movie Vector: [2.0389696792775904, 0.21887818747402188] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 4.345303038632758 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.1408266788587413 Movie Vector: [2.194004902525943, -0.30824475292608533] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.636245669915071 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.087733941602101 Movie Vector: [1.8499798455755905, -1.1153344074771163] User Vector: [1.8178931191117877, -0.2566330819579857] Predicted: 3.6492973381719898 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [2.117027000877241, -0.25031397520624343] Predicted: 3.189598477149082 Movie Vector: [1.4840504031634847, -1.4117588753885275] User Vector: [1.6282984683169393, -0.6083303852690761] Predicted: 3.2752928189483788 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 4.231290625485109 Movie Vector: [1.2773435788514684, -0.08809151486424585] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 2.8167170646289934 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.765884998865909 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.649483709061066, -0.6123575970722291] Predicted: 2.9414030839858403 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 3.5552722196787463
avg loss: 1.0058179394267983: 28%|████████████▋ | 4150/15000 [00:05<00:14, 738.34it/s]
Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.627508653363294 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [1.874191204928244, 0.4390941710208704] Predicted: 3.4055776649286646 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 3.2981234564799387 Movie Vector: [1.8931535028348783, -0.5517094609546448] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.2332943047640876 Movie Vector: [2.035833986291616, -0.22304192772437215] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.7982279390736706 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 2.8687081707873556 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.853302344026031 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [2.1214672087787667, 0.3968203422849566] Predicted: 3.2304453087076808 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.4901888043332034 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.3287026769489336 Movie Vector: [-0.9419345855712891, -1.7226314544677734] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: -0.3270770877937418 Movie Vector: [1.7844816866305704, -0.07149365906819355] User Vector: [2.0330339598408256, 1.0477998657855199] Predicted: 3.5530008232578147 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.1065853068768146 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.531365253917007, -0.287155374062877] Predicted: 2.7579356965070905 Movie Vector: [1.581524634319279, -1.5438984524992194] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.776635054617686 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 3.443333805527017 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.0280709248388913 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.9092336159405674 Movie Vector: [1.6306655482179533, -0.9374962618377047] User Vector: [1.7911776017311665, -0.9122391411724867] Predicted: 3.7760323906339157 Movie Vector: [-1.532602310180664, 0.3888988494873047] User Vector: [1.4372237477240022, 0.06059378289715961] Predicted: -2.179127583553529 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.370244821806444 Movie Vector: [1.4233110832237343, -0.24334013790187595] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 2.72967882340638 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.594581230335831 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.7078650561749353 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.7478281432826144 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.9177559845050929, -0.22149977033822857] Predicted: 4.531296879655793 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [2.16281557875338, -0.27127810951873654] Predicted: 4.568925031624897 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.5735231085017607 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 3.963269864217849 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 4.166788145319899 Movie Vector: [2.0389696792775904, 0.21887818747402188] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.5459003934691538 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.8609353919046745 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.567997780982266 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.232683302199463 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 4.061112497642324 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.7557355661334575 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.6279549142399168, -0.4249539336755185] Predicted: 2.6196875476431916 Movie Vector: [1.4267534977127945, -0.6886185907066922] User Vector: [2.232459006736788, -0.7868416932483497] Predicted: 3.727002514276089 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 3.7477975009353566 Movie Vector: [1.653786932640839, 1.0027470683991575] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 3.520957315822163 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.128723255384626 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 4.189205745933057 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 4.294571284585223 Movie Vector: [2.0484097395382164, -1.2183616324965019] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.716543372295155 Movie Vector: [1.7858924849595899, -0.9554479243613967] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.645741413254778 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.879160660951815 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [2.225871059514696, -0.48035456113015146] Predicted: 4.337920869394199 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.9449444095769235, -0.5311587723508729] Predicted: 3.984337057184516 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.177949215569545, -0.42092877269192874] Predicted: 3.281062715256695 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.3643201253907002 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 3.445215709407811 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.9255801400354255 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 4.41544462446531 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.544109980610352 Movie Vector: [1.0635636535486632, 0.5659524078691205] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 2.217147242582091 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 3.084417784027931 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 3.6010265752785684 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.925001422543559 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [2.0040264410962085, -0.8007300237107474] Predicted: 3.3510621152042077 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.477578788473785 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.7214610631732734 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 3.4388262711088284 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 3.652243240136051 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.1186640046426835 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.4300592624358153, 0.22749824747330696] Predicted: 5.144774796267385 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 4.569545193813643 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 2.7951485945795236 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.4715123250736837, -0.3178716692681113] Predicted: 2.642742813842419 Movie Vector: [2.203407850173875, -0.22146634774988863] User Vector: [1.9012050659657376, -0.19251689544999273] Predicted: 4.231766180854703 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 3.425254110184374 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.6884976107434917 Movie Vector: [1.5864110400175384, 0.2539602374983788] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 2.838694700483496 Movie Vector: [1.37287068591769, -0.045192370926261875] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.6700925679350074 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.5300274755686516 Movie Vector: [1.365180285062452, 0.0011370055973350373] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 2.7034046681003434 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 5.215254622452847 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.5913996237147225, -0.12364855293645619] Predicted: 2.9374733192501714 Movie Vector: [1.218124302560428, -1.3225580601913716] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 2.286948319217591 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.371279594743866 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.8244265339096963, -0.24068564474698312] Predicted: 3.3002442125478733 Movie Vector: [1.3739400953157714, -0.7962714317191746] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.927603979547017 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.9040691335178508, 0.21446454557516217] Predicted: 3.379612419300747 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 3.768996960260873 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.2802061748983276 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.952484176364476 Movie Vector: [1.7217464805654434, -0.5271857717828357] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.7951001649512186 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 4.7459313959022555 Movie Vector: [1.4941521428276952, -0.8410598213371077] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.587650046304655 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 3.560415296364605 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.020424466229607, 0.28443673579003886] Predicted: 4.1819545644937035 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.5637812478715363 Movie Vector: [1.9348049596269905, -0.0845034665725218] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.045332275554863 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.734801307794768 Movie Vector: [1.454357156786064, -0.6017856457387093] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 3.2469329746311235 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.184205387035323 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [1.8359141173979594, 0.7134020713806101] Predicted: 3.340118879200541 Movie Vector: [1.9898981119733958, 0.80651649340826] User Vector: [1.8942508306911445, -0.042243098090305825] Predicted: 3.7352963962538506 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 3.929899123924772 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 4.320585841257633 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.403161630226207 Movie Vector: [2.169805934395316, -0.5817402924612047] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 4.050805875704187 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.904862621124111 Movie Vector: [2.194004902525943, -0.30824475292608533] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.349646183980656 Movie Vector: [1.7079882573029865, 0.03679695572078768] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.6215238070854507 Movie Vector: [1.7642583203530215, -0.3520771302807899] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 3.486646154087993 Movie Vector: [1.547077580837282, 0.3719987842002805] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 2.8024542979025444 Movie Vector: [2.084828881257107, -0.3409986882428215] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 3.5635477306012247 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.4509588830131017 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.563233322926337 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.618363282021252 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 2.731373670720116 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [1.9704701358955254, -0.2689361063371192] Predicted: 3.6632351547976088 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 2.852825366051207 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 3.5684614019614496 Movie Vector: [1.8747960795310745, -0.6209855883196213] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.2093022911069395 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 4.500125106287894 Movie Vector: [1.9587802488761021, -0.15451431437893354] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.109371414807477 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.841922722835077 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.298052153109098 Movie Vector: [1.3971573779251627, -0.6098761358934995] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 2.2546268314165716 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 3.889071538864865 Movie Vector: [1.8542810446770421, 0.3608390737702253] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.9061149115354095 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 4.38356537295123 Movie Vector:
avg loss: 1.0085835173665576: 29%|█████████████▏ | 4305/15000 [00:05<00:15, 693.11it/s]
[1.8712849851973021, -0.05071191543365363] User Vector: [2.121217301730456, 0.6918316490141175] Predicted: 3.934317978989808 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.845113283705215 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.456291079901812 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.7847908528408274, 0.22520685824216957] Predicted: 3.7544530610438636 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.9979285408526586 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.70106760286153 Movie Vector: [1.265418223247221, -0.15910395481500128] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 2.580928946757627 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.909458689165733, -0.7079648770795004] Predicted: 4.068745533018012 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 4.345062243984465 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 2.4058851289438343 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 3.927380743117565 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.177779118602688 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 4.165827687976971 Movie Vector: [1.9328396639340744, -0.20826398107026342] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 4.112667601642505 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.6177453289775539, 0.24819701538415342] Predicted: 2.141090536380598 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.9668824188224066 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 4.259023015799881 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 4.469776183702474 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.608811717414591 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 4.280404609694393 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.9040691335178508, 0.21446454557516217] Predicted: 4.517612772769478 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.089292408907706 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 3.1430271724630656 Movie Vector: [1.7861177872784064, -0.4415755772123825] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.627724977720564 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.7407029832920893 Movie Vector: [1.997411928850655, -0.00044602298880188577] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 3.257667048323017 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.0991359677449104, -0.2970770102294322] Predicted: 3.352621518019343 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.3778931846554725 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 2.9463834673249907 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.139248645886452 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 2.9950471937946084 Movie Vector: [1.9429988018650186, -0.14520024043153343] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.0175367669435067 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [1.7824036363054034, -1.1019690504796336] Predicted: 4.167811414796587 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.531365253917007, -0.287155374062877] Predicted: 3.128042992956562 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.9740401191503913 Movie Vector: [1.799742039338675, 0.6902804350319768] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.507219668994848 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [2.1101543326445547, 0.0627782083615626] Predicted: 4.461231816231022 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 4.254990754083452 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 2.8395786985751847 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [2.0356157368199317, -1.1916417481607238] Predicted: 3.5379179349969685 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 3.1249152726441243 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.9575043780895824, -0.782994384698898] Predicted: 4.090512860663815 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.532253884724561 Movie Vector: [1.5978617285465866, -1.7139002684217153] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 4.317057556227744 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.645072573398316 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.428065011515417 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.9608173806335027, -0.3543252062601249] Predicted: 3.011794570271043 Movie Vector: [1.2762239453535298, 0.07419531565335279] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.4303757984804295 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 2.5004546908903436 Movie Vector: [2.051624208141015, -0.2391497882244138] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.493665696506268 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 4.2044517034992905 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 4.252796691647476 Movie Vector: [1.2538643952301014, -0.6292220598461863] User Vector: [1.6110933973291555, -0.3529548887496463] Predicted: 2.242179650433165 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.8201444071709094, -0.7224680240529332] Predicted: 2.9786919293265957 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.5891050653689405, 0.34406796897929603] Predicted: 2.787439419932456 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 3.318758179597462 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [2.155813925083258, -0.4503725207261186] Predicted: 3.0918617208865222 Movie Vector: [0.9359428905218513, -1.5637307915100354] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 1.439889542404519 Movie Vector: [1.507900822696107, -0.17315874417813878] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 2.8479700587915664 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.9772263814488809, -0.06658362287142332] Predicted: 3.5126590525911507 Movie Vector: [1.8971771231877967, -0.06684008671212299] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 3.5048012658204435 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.6110933973291555, -0.3529548887496463] Predicted: 3.0980202994592485 Movie Vector: [1.4061597321317636, 0.13673828059601825] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 1.619548275899638 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.7187575824730297, -0.49512479016342875] Predicted: 3.1927432436740215 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.163291274294483 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.5701677692959555 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [1.9287571625239928, 0.5821195301608996] Predicted: 3.3372890914032665 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 4.189999822228033 Movie Vector: [1.5716193397510965, -0.5681748902086033] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.3708542994229145 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.608987817979612 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 3.838711585145034 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 4.0797397221708245 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 4.111171859346394 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.1385923439497176 Movie Vector: [1.5223883171880925, -0.8494032730266214] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.9701632627606163 Movie Vector: [1.3753462802561183, -0.4036177156023305] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.3275076230716687 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.8975985363345997 Movie Vector: [1.7964744700415571, -0.6824834361617895] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 2.8889272520667006 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [1.7707035860170426, -0.10870069959010178] Predicted: 2.9210248335814506 Movie Vector: [1.105137888977386, -1.2402963733972168] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 2.8930679164766424 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 4.22623160576945 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.5174887415077505 Movie Vector: [1.357904686704046, -1.0876270654036948] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.37705865713335 Movie Vector: [1.6994900098200771, -0.6416719656953817] User Vector: [1.8131768798881858, -0.27816856764413367] Predicted: 3.2599689650015895 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.146455062158885, -0.047798372143264954] Predicted: 3.8164463667493225 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.6707567205250804, -0.6664206615274566] Predicted: 2.712086687934928 Movie Vector: [2.218690043974754, 0.21956523001860037] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 4.33170073410612 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.4372237477240022, 0.06059378289715961] Predicted: 2.5669466923189592 Movie Vector: [1.686522936504516, -0.7112579649311414] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.2429414685006583 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 3.89504855521617 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.063569327791511 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.053430529630693 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [0.9985740686166253, -1.6862201220540696] Predicted: 3.2177176479543386 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.47151006249656 Movie Vector: [2.003425639918017, 0.6221427201859877] User Vector: [2.1298571626448806, -1.1868129609468208] Predicted: 3.5286434051303504 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9476368005007496, -0.06767510866119972] Predicted: 4.111590295662053 Movie Vector: [1.9172051982110632, 0.5622018501545453] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.80826934069714 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.522581004202995 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.635293013041398 Movie Vector: [2.069144394773385, 0.3963314528935361] User Vector: [1.5176444200274295, -1.195402531837514] Predicted: 2.6664498227230875 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.432237432821684 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 4.345298374904486 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.456487384668075 Movie Vector: [1.873690113463859, 1.6676553137633905] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 2.87431970629323 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.615455006221516 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 2.271114474251199 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.2723434060541536 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 3.679619758253514 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.8806098445154324, -0.45008003294123017] Predicted: 3.312435786655679 Movie Vector: [1.2244659773572208, -0.3661880819408003] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.378474536149304 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 4.663696807136016 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 3.529866820279044 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.6460196215189056
avg loss: 1.0201497155794472: 30%|█████████████▋ | 4468/15000 [00:06<00:13, 754.14it/s]
Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9262484938791684, -1.0268040447865252] Predicted: 4.2549632725854485 Movie Vector: [1.8487374985802654, 0.017257583186759864] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 3.821084858602102 Movie Vector: [2.0075372809104466, -1.8756979038115025] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 4.9999231573699925 Movie Vector: [-0.30753135681152344, -2.1311473846435547] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 0.4315419856418069 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 3.1074992593319077 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.3275196159052114 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 4.592404749816103 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.271286644836337 Movie Vector: [1.1856077139429086, -1.5247749610971042] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 2.397891712997629 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.3698661688262925 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.2939276253344043 Movie Vector: [1.4672765223181674, -0.34547033813221745] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 2.3089475581333896 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.9290654467543495, 0.4774634772916536] Predicted: 3.0120069006400567 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 4.052705716711701 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 3.0345625749119085 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.6035416570646492 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 4.045670080609478 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 4.233377045170437 Movie Vector: [1.7912087145714362, 0.2798191010546242] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.0634170174431037 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 2.836433914327894 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 2.9750846538525884 Movie Vector: [0.8214741354579237, -0.8957396299280015] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.7962760176454413 Movie Vector: [0.9177112579345703, -0.4447460174560547] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.3399519021336115 Movie Vector: [2.1025842406078388, 0.3094439472936122] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 3.2239619925490897 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.9887869544430918, 0.16563594046807828] Predicted: 3.713187450799838 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 3.5664293212426252 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.3387079757019866 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [2.20815239046249, -0.04759970551665797] Predicted: 4.445733578601277 Movie Vector: [2.0786466155371484, -0.9426149060525053] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 4.227869746174781 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 3.614634559758344 Movie Vector: [1.9738692966165066, -0.577266835247303] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.9886773512189113 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.157325772977169 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.557558556878354 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.38602797230538 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [2.2224718750477743, 1.1688983425517825] Predicted: 5.090868908601935 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 5.014616142740566 Movie Vector: [1.9058358586400908, -0.3750785327961636] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 3.9753432515791145 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.7018379310599347, -2.0021525981781543] Predicted: 3.820062626189741 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.693761951040035 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.316115022193561 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.784890591135993 Movie Vector: [2.0627262247614464, -0.0690454409015909] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.187415523440227 Movie Vector: [1.667859823293582, -1.0282802089575072] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 2.7948855721046635 Movie Vector: [1.9917501608121886, -0.36212643747705847] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.622821891829571 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.8061281550009847 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.30464617133716 Movie Vector: [1.673824037451388, -0.018513052138806337] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 2.741925761868728 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.834789113508928 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 4.053927861218185 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.197932763067216 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 2.7461418783541145 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.195645789235296, 0.048659010453938195] Predicted: 3.1986984761627166 Movie Vector: [1.4702319611538173, -0.4900310427617556] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 2.742335360237945 Movie Vector: [1.997411928850655, -0.00044602298880188577] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.1338660906907165 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 4.339099778135163 Movie Vector: [1.3362266511101968, -0.5720025159543989] User Vector: [2.070134122915935, -0.8266563714235424] Predicted: 3.2390179106969046 Movie Vector: [1.5978617285465866, -1.7139002684217153] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 3.8123093398146417 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.3647898139132977 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.8386244421218834 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 4.0742865430831445 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 2.7697731892013167 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 3.4744007901521257 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.772690046961374 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.4853998167905322 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 2.6465246147452524 Movie Vector: [1.4266722828111107, -0.9392999698594178] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.292198664046453 Movie Vector: [1.9552157578714815, 0.0059727402099404294] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.6654669829206523 Movie Vector: [1.4577709414026891, -1.2032765020150524] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.6042224667867933 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 3.8049446917212406 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.6876651317573237 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.429509921673653 Movie Vector: [1.8578227538490677, -0.39120556703569254] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.178839761910991 Movie Vector: [1.8967971846082003, 0.011778543666616032] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.613665133067103 Movie Vector: [1.7068374753253372, -0.12872863621301509] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.797523670885385 Movie Vector: [2.185911288156452, 0.029608804497445934] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 4.048093855359523 Movie Vector: [0.4945910975945501, -0.5461413280574658] User Vector: [2.0723338622050997, 1.1362046531065677] Predicted: 0.4044295612976804 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.8835633602889283, -0.4322430254297521] Predicted: 3.6930469354065063 Movie Vector: [1.642854340741189, 0.0906576755092675] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.2559402949309146 Movie Vector: [1.4170025614493595, 0.32718554316686627] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 1.8917296078681767 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.387031720288459 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [1.9142886537900854, 0.11305440816079522] Predicted: 3.757637583474586 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 4.168999261926004 Movie Vector: [1.667859823293582, -1.0282802089575072] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 3.6728330780526344 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.103291346173097 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.673706756254109 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 3.0920403135163266 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.406469892072 Movie Vector: [1.5466429008264997, -1.0910518790025217] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.5124342119500973 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.9706393984231962, 1.0252421166098944] Predicted: 3.8220543407034704 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.8984068407726005 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.89160887163096 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.4568505336040145 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 2.8328669259795034 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 2.6311125777874467 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.9136897561521176 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 3.908063224149568 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.8590240809382355, -1.438049567092442] Predicted: 4.25786986023137 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.0707308695773183, -0.715649580451166] Predicted: 4.516994097804712 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.647170758737912 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.045774086073738 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 4.04144106741058 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.5297801934292603 Movie Vector: [1.7559085472399403, -0.797259399232401] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 3.9722282495609464 Movie Vector: [1.4310719569730448, -0.4177106465358285] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.669544900431032 Movie Vector: [1.618291035190908, 1.2521089001033507] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.019403983731741 Movie Vector: [1.4955795292495222, 0.7397954326726621] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 2.7628898766877716 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.032730999926283, 0.09408626320373917] Predicted: 3.9299756879804875 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.684253322125045 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.8765735601062143 Movie Vector: [1.6824269473561815, 0.5657622263735511] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.0180183153021387 Movie Vector: [1.6558602794425412, 0.16324505114606083] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.387197621714825 Movie Vector: [0.22459097598127964, 0.15581298065383184] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 0.40040408550351736 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.8508849058091417, -0.24163839652983946] Predicted: 3.0400334124717014 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.2898510308174744 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.2683056009672495, -0.645732559897679] Predicted: 4.502950357593395 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [2.0336094818071775, 0.02645105948130885] Predicted: 4.6723420534461315 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 2.4341315321333896 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [2.005188157344085, 0.5760055857215324] Predicted: 3.0918664295933347 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 3.969128239039008 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 2.9532889568636453 Movie Vector: [1.9636610080162042, -0.732715572913268] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.396336518363114 Movie Vector: [1.7637514223937718, 0.2507969686243801] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.58741579424129 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.0993129475586674 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 3.3357166181064146 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 3.645739948148919 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.79967475082321 Movie Vector: [1.6602178616956929, -0.4882759482488397] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.8014621261030115 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 4.121210413372273 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 3.1660135931412596 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.083714693843542 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 2.8998207250805565 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 3.6891536304145114 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 2.4149665561727165 Movie Vector: [1.8218925376746544, 0.5975596176162987] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 3.6468220826637885 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 4.133940506593319 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 4.66955978395708 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.8776074799798756 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 3.7793736663096955 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 5.486600638596847 Movie Vector: [1.9355154426474597, 0.3823603885924785] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.19090307729723 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 3.8670264027874452 Movie Vector: [1.3842544755953237, -0.8470749703919552] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.654553441817743 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 2.8331917402203683 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.9049199908611552, -1.3883632371343941] Predicted: 4.125287573356598 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 3.2876983996869966 Movie Vector: [2.0649780195594287, 0.1935458963507412] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 3.9310344082206714 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 3.6341180761612786 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.9040691335178508, 0.21446454557516217] Predicted: 4.549994872342278 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.3647325131903996 Movie Vector: [0.22664920808635755, -0.14836753711232153] User Vector: [1.9608173806335027, -0.3543252062601249] Predicted: 0.4969880647121794 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [1.8837134775190083, 0.05442743237829926] Predicted: 3.764395128406224 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.9291384016572954, -0.42511244513426644] Predicted: 4.057924482838308 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 4.593657427255082 Movie Vector: [1.6253789004997339, -1.027841494492789] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 3.479884820925178 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 2.8017075866241443 Movie Vector: [2.1616287732643618, -0.3846230910493269] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.702901722700162 Movie Vector: [1.718628936938212, -0.6157814893920478] User Vector:
avg loss: 1.0266336613407905: 30%|█████████████▉ | 4545/15000 [00:06<00:14, 736.24it/s]
[1.8222797758307643, -0.4980211853402765] Predicted: 3.438494981197658 Movie Vector: [1.7376410891972789, 0.3017956105105579] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.6365961167312233 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.6531888702716087 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 2.9780379986869883 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 4.509585949637242 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 3.1644601400963337 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 3.492055326434995 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.9371636364334424 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.216791154855737 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.8806098445154324, -0.45008003294123017] Predicted: 2.853087931511709 Movie Vector: [1.6020272558587427, -0.6898278700627793] User Vector: [2.1764030616463623, -0.6186263843312254] Predicted: 3.9134027455597353 Movie Vector: [1.9172051982110632, 0.5622018501545453] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.210254816586813 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.255409926453312 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 4.223313252969743 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 5.161489657382768 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 4.453186051713617 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 4.585049693288636 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.396120052531354, -0.5465052804782677] Predicted: 4.528069102758977 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 3.3038553136408626 Movie Vector: [1.1248715808045315, -1.8639446336360652] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.866352107360922 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.310595268292843 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.775898051560099, 0.6326326244088109] Predicted: 3.395234934058649 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.820446984827041 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 2.5049393977315093 Movie Vector: [1.4618297212020348, -0.5331198896475182] User Vector: [2.0419191349910437, -0.013630092929060072] Predicted: 2.9922045534592834 Movie Vector: [1.9243527551456427, 0.3151041842996691] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.1667354458128893 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.5665275089403963 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.407253991890498 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.330368538729809 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.341961362715458 Movie Vector: [1.4166147786157304, -0.31879517876797203] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 3.579820749172125 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.7597699839509566 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [1.8120836033821306, -1.257354030065608] Predicted: 3.381335174383775 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.1111434062855876 Movie Vector: [1.7768979835971408, 0.11790927198930427] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.4968686710211987 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [1.9287571625239928, 0.5821195301608996] Predicted: 2.913687717572809 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.542007192444838 Movie Vector: [2.3505770184460397, -0.267065611291719] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.686771804293218 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.9667954099573586 Movie Vector: [1.105137888977386, -1.2402963733972168] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 1.8696659821034294 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 5.135596060888911 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.5163722518418072, -0.8107358191415424] Predicted: 3.8282131242191206 Movie Vector: [1.4618297212020348, -0.5331198896475182] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 2.47315763095051 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.8026728902471794 Movie Vector: [1.8186227689728227, -0.245672569546519] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.0402660464289726 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [2.0933560720640094, 0.13051581491154218] Predicted: 2.9080511353545617 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.6070741611922488 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.936350186610143 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.5176444200274295, -1.195402531837514] Predicted: 3.7311082294416713 Movie Vector: [1.5164656429732597, -0.3168518359182954] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 2.776849678502556 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.4421646905000736 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.983322583555723 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [2.16281557875338, -0.27127810951873654] Predicted: 4.860468009877342 Movie Vector: [1.7569007806870616, -1.1169513998901204] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 2.8698732694958804 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 3.6969669100233236 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.6968898578423424, 0.3809841089430522] Predicted: 3.18304743977672 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 4.922749657715347 Movie Vector: [1.5994486615176315, -0.23014734864966346] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.1212798091482497 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.998511237902679 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 4.497202354775149 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 2.4828268321226625 Movie Vector: [1.1952233624456363, -1.2351441366104063] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.9784099178749717 Movie Vector: [1.5684439442054225, 0.9573968725672186] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.2848961939599626 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.7667776598514582, 0.040625768731490854] Predicted: 3.2625522570423158 Movie Vector: [2.113587595591495, 0.12129978836325558] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.31837160850472 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 4.620290169961791 Movie Vector: [1.7650945883387807, 0.3379642658355728] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.4024367300797618 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.7701438901967537 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.8645413151951813, -0.25780173577398213] Predicted: 3.875159309600043 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 2.3822640304226272 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.8447936662784086 Movie Vector: [1.483636221726716, -0.737510156748615] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.3272051424316644 Movie Vector: [2.185911288156452, 0.029608804497445934] User Vector: [1.9082784319401886, 0.042034844856074845] Predicted: 4.172571966826975 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.2667479456039206 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 4.198480175574911 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.8073817907124252, -0.4447907252137273] Predicted: 3.515669869235877 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 2.9095920089263565 Movie Vector: [1.6091052055186825, -0.7361850160795136] User Vector: [1.7673256911669641, -0.79058315996173] Predicted: 3.4258284458322845 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.9704701358955254, -0.2689361063371192] Predicted: 3.5098113485459854 Movie Vector: [1.236848963805383, 0.2756341412631497] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.1319421450810125 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.9425626913607736 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 3.77941574196367 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.6875855536817808 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.385821398393297 Movie Vector: [1.7350298149556023, -0.6471256981054889] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.0402656060374795 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [2.069432908213352, -0.1305262531939011] Predicted: 4.05691142339269 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.5028924538568598 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.926737010366641 Movie Vector: [2.003425639918017, 0.6221427201859877] User Vector: [1.7617375153564503, 0.1881029512743106] Predicted: 3.6465369908513856 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.2828532394486185 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 4.055190360011994 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.861927284573936 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.9383496921523764 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [1.3748388363945372, -1.2860399935010316] Predicted: 2.5899555898683846 Movie Vector: [1.7093615527107033, -0.20876368049717686] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.3890851798093946 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.0876101449833016 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.4073635403364264, -1.5401782679347662] Predicted: 2.9514130444076607 Movie Vector: [1.5020414727942624, -1.2671833727029327] User Vector: [1.747766451159787, -0.2728385013581004] Predicted: 2.970954106754619 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.4864819402269847 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.626235226799024, -1.5620784477412455] Predicted: 3.4509583435416236 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 2.725889971916765 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.646918646805102 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.8212329853182092, -0.5507423000031695] Predicted: 4.288160124134662 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.8728559593929495, -0.5848614871635389] Predicted: 3.4659319048189534 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.7756187403218013 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 5.197364953174581 Movie Vector: [1.3073294555259332, -0.6739414025651977] User Vector: [1.7212977130059517, -0.6728481412383259] Predicted: 2.7037634219616486 Movie Vector: [1.9554758482309111, -0.204784663633253] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.543575692338777 Movie Vector: [1.265418223247221, -0.15910395481500128] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.6291751315157323 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 3.266044010100904 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9082784319401886, 0.042034844856074845] Predicted: 3.0378019431743386 Movie Vector: [1.526063345422964, -0.4490698189968296] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 2.8434868570950282 Movie Vector: [1.2843805958831722, -0.8973079631269325] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.007547544187644 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 3.319957156848121 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.73517346280784 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.4396325410465 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.463909510891939 Movie Vector:
avg loss: 1.0271400362775358: 31%|██████████████▍ | 4699/15000 [00:06<00:14, 719.70it/s]
[1.9482889763458353, -0.3228070710659234] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.2859797950843177 Movie Vector: [0.6670354859561726, -0.46232194399430665] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 0.896313251809903 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.180270741844214 Movie Vector: [0.04666328430175781, 0.5110645294189453] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: -0.02464371703657088 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.96378266195862 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 3.3035550757202534 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [2.0424034953467647, -0.3635827916156342] Predicted: 4.68399041767902 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.5141948827058167 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 3.7015037009512315 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.3796436842607966 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 3.0217090724606748 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 4.035741519732519 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.8699215073870783 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 2.8750500374046277 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.8665542666722086 Movie Vector: [0.7137893455603254, 0.43025693961930794] User Vector: [2.250629355387465, -0.7627223260359774] Predicted: 1.2783086809013158 Movie Vector: [1.6065581331122498, -0.6645509695255036] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 2.909023896711964 Movie Vector: [1.9159071881694454, -0.1448349045756676] User Vector: [1.7210810737724835, -0.9455960242632597] Predicted: 3.4343869106043883 Movie Vector: [1.1580139790306443, -0.9356444878896791] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 2.143448588770299 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 4.041111020846317 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 4.069421663452786 Movie Vector: [2.017580847888925, 0.1613062588580438] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.4658106334294887 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.7270158661603348 Movie Vector: [1.2538643952301014, -0.6292220598461863] User Vector: [2.0181920982845067, 0.014305264057445418] Predicted: 2.5215380270568026 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.1369352791293323 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.7431260808472766 Movie Vector: [2.015412098550607, 0.1312694403973669] User Vector: [1.83513143090116, -0.14322009719283785] Predicted: 3.679745666256525 Movie Vector: [1.507900822696107, -0.17315874417813878] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.4130219813783627 Movie Vector: [1.8629335988468256, -0.8748992910436644] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 3.827581690362354 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 2.57534437719403 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.1657581128323242 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.051225586940735 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.3872446912575054 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 2.8932855168725204 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 4.129465215966034 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.747766451159787, -0.2728385013581004] Predicted: 3.1391439288776977 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 2.2593720268126964 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.4933172680503275 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.8232886210420374, -0.6515457196010076] Predicted: 3.88266279249834 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.8462799650221167, 0.5900642127309023] Predicted: 3.881447004548604 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [2.1564226321280815, 0.6285076236282361] Predicted: 4.504890166377775 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.6110402327951343, -0.6679903066585429] Predicted: 2.79777452240748 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 1.9288800982589174 Movie Vector: [2.084828881257107, -0.3409986882428215] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.182161743162973 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.6863149727707922 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 3.3895304080133033 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.580921214547624 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.0253433142673805 Movie Vector: [1.1594850547965891, -0.8655399538390168] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 2.431414275488702 Movie Vector: [1.2292040253457626, -1.0841503114550972] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 2.0069937032322764 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.6177453289775539, 0.24819701538415342] Predicted: 2.0295498316937906 Movie Vector: [1.9891688972601267, 0.21479499500031954] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.349630316591164 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.3820300403598806 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [2.0400210152459026, 1.8329995090571816] Predicted: 4.114308789249684 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.724271437297242 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.9794455128572388, -1.203242596105821] Predicted: 3.264053200863774 Movie Vector: [1.9636610080162042, -0.732715572913268] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.5108957516920465 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.071930946298971 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [1.8719775443593676, -0.7840555637233306] Predicted: 3.9942530414787116 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.117027000877241, -0.25031397520624343] Predicted: 4.556324852973373 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.902657738293936 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.7069450178428294, -0.20436665779539467] Predicted: 3.480140245200186 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.868311798975735 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 3.985040813866325 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 3.005104086087761 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.4812352557925488 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 3.7748960197027888 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 4.0771073054327545 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.497064462196107 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.101507656446892 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.156563076085687, 0.4542350509329157] Predicted: 3.449470350708742 Movie Vector: [0.8555008682269246, 1.8854341511841268] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 1.2401459084687547 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.626235226799024, -1.5620784477412455] Predicted: 4.027135226978956 Movie Vector: [2.3182957379624547, 0.23030603168225627] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 3.936441296258048 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.8927499297572155 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.7574917086284625 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.9290654467543495, 0.4774634772916536] Predicted: 2.401561778320957 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.081079454133145 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.383644468657127 Movie Vector: [1.581524634319279, -1.5438984524992194] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 3.1923120034332717 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.4212252589344376 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.2379232219001626 Movie Vector: [1.4020600956107174, -1.7322939623227567] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.150931501874798 Movie Vector: [-1.1089611053466797, 0.47036170959472656] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: -1.5869333467303899 Movie Vector: [1.7040333496624926, -0.47632568361159533] User Vector: [2.340416518397257, 1.2457175479135578] Predicted: 3.394780536853021 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.810919004515105, 0.31689821068141233] Predicted: 3.0620319669346636 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.1360523962300815, 0.26298214042044077] Predicted: 3.6439281978464155 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.836597617445924 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.9472257357445828, -0.6470243692885456] Predicted: 3.961452837663198 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 4.221882458244609 Movie Vector: [1.105137888977386, -1.2402963733972168] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.0752979678742165 Movie Vector: [1.3182979589792874, -0.2206381711612028] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.5395158702176306 Movie Vector: [2.017580847888925, 0.1613062588580438] User Vector: [1.7667776598514582, 0.040625768731490854] Predicted: 3.5711699597616247 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 3.0099004978538084 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.55527020879758 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 4.679897090927546 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.4535631549561594 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.8806098445154324, -0.45008003294123017] Predicted: 3.565366080212868 Movie Vector: [1.8210200483362358, 0.070115111873626] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.269277950272038 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.896346632188575 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.9110173053394979, -0.3977795106535937] Predicted: 3.1210533116170334 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 4.2322745591293796 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.914032127542644 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.770359555430001 Movie Vector: [1.5420671610842525, -0.8939834344152224] User Vector: [1.9334144827587074, -0.05535412817762515] Predicted: 3.030940656244192 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.7887622037087656 Movie Vector: [1.8747960795310745, -0.6209855883196213] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 3.213076251395072 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 4.011465816606948 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.1049726534498587 Movie Vector: [1.560296771431786, -2.5246605857511657] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 4.145400616393287 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.549044064291779 Movie Vector: [1.8016070240708215, -0.3526028542898044] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.577436088258539 Movie Vector: [2.096426487507864, -0.26996030533950616] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.528626835083967 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 4.321039291761302 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.2739881989287545 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [2.727859762849193, 0.40565177693077015] Predicted: 5.53206326771287 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 3.9810014203683197 Movie Vector: [1.8642053987981242, 0.518201595712373] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.068221590133192 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 4.456962786225093 Movie Vector: [1.3234536879422343, -0.30946007300422096] User Vector: [2.3511010855196117, -0.728887578051663] Predicted: 3.3371350054716578 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 4.1253091463556135 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.1239992679259374, -0.1022205268687433] Predicted: 4.02218113837641 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.547417016928214 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [2.0968772140899397, -0.03165003170284524] Predicted: 3.8333866300225075 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.8581416236815662, -0.4159882217497345] Predicted: 3.347627471672693 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [2.199109568928562, 0.5961495405079089] Predicted: 3.9587670166823212 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.70963008241811 Movie Vector: [1.946343282226396, 0.14664320227529998] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.8069437760294598 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 3.3204472894841532 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 2.5221090817037415 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.7296479118871464, -0.39135188100268303] Predicted: 3.386460424588769 Movie Vector: [1.443382948835454, 0.13358554675347573] User Vector: [1.742215377736728, -1.75261528916834] Predicted: 2.280559897772059 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.7145190444205063, -0.5619103209473648] Predicted: 3.6178565360041226 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 4.117994964721503 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.9594268590849095 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.260944640170773 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.7515475130994436, 0.20905195180510477] Predicted: 3.1067999249943883 Movie Vector: [1.7235256252626, 0.7617300140894955] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.130197567605521 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.8488221828970524 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 4.158348559262821 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 4.25497369606924 Movie Vector: [2.035029339477335, -0.010871356902716732] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.434170741136802 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 3.569602943262664 Movie Vector: [1.47100062907128, 0.49844053098641733] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 2.6921707958071606 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.489913319665948 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.990761907509935 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [2.4802376115192364, -0.16832142250388682]
avg loss: 1.0225109467042444: 32%|██████████████▉ | 4875/15000 [00:06<00:12, 802.79it/s]
Predicted: 3.8066620949781336 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 2.8650606843929114 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.9908874043776588 Movie Vector: [1.493037616765228, -0.35051028644918814] User Vector: [1.3880319634213434, -0.19561097661291962] Predicted: 2.1409475941057625 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 4.6851999136832045 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 3.483709363260651 Movie Vector: [1.4852037587826818, 0.16414368169614696] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.938064377255026 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 4.884531277360453 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.4457480659083255 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [2.199570600745984, 0.5990019331054334] Predicted: 4.668856700175221 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [2.067168460412228, -0.37605328558537743] Predicted: 3.5922841644350223 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 4.297763764279066 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [1.7468318229542532, 0.24502136848032827] Predicted: 3.181136048678678 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.7494500138671683 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.8184724590910286, -0.5236899465983924] Predicted: 4.1166900510828235 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [2.0557883898746487, -0.4038913746525356] Predicted: 3.98753834210512 Movie Vector: [1.7637514223937718, 0.2507969686243801] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 3.1365052035494956 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.7453738288842002, -1.046985736565544] Predicted: 3.0948380014793946 Movie Vector: [1.8001406170509924, 0.9976414032224403] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.6578869054337 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 3.8250307089952087 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.4941805847259144 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.361431977416983 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [1.842371590537046, -0.6166095337133648] Predicted: 3.5497105529278 Movie Vector: [1.870237225805909, -0.8905231387246235] User Vector: [1.901750538017922, -0.6453235878937323] Predicted: 4.131400237381696 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 4.03854437738029 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.7569315596195592, 0.33101574384080823] Predicted: 3.9689261516102357 Movie Vector: [1.7012062536238517, -0.5924944819490622] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.48621934985783 Movie Vector: [1.9316243572185468, -0.1979725989831313] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.725588097186425 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [2.0424034953467647, -0.3635827916156342] Predicted: 3.3824185638788897 Movie Vector: [1.2724633039510374, -1.0376925897192013] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 2.3834784729149727 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.376470961665176 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 4.077272418190244 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.5974854909933645, -1.7509478066185444] Predicted: 5.223558290937809 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 3.7181319493172125 Movie Vector: [1.3827030493652823, -0.6493959954368881] User Vector: [1.9575043780895824, -0.782994384698898] Predicted: 3.215120690603391 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.2706533800825497 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.303805754320328 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.62160276439282 Movie Vector: [1.3362266511101968, -0.5720025159543989] User Vector: [1.0350635253364573, -1.4788995921147623] Predicted: 2.229013755680227 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 3.0476688821249085 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.1484448085293435 Movie Vector: [0.8930042267178556, -0.4096025592829645] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 1.4560956642456364 Movie Vector: [1.4618297212020348, -0.5331198896475182] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.394282354050835 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.6366003037204733, 0.7490743981369552] Predicted: 2.366098831608557 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.0864058141564774, 0.034394773097475774] Predicted: 3.898859470539089 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 4.22310324571426 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [1.6918732868175466, -0.42426287682018066] Predicted: 3.454207654846396 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.362145302979491 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.681717026631952, -1.0564088884520895] Predicted: 3.4844212238905916 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 3.326024792909103 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.696609179838935 Movie Vector: [1.2244659773572208, -0.3661880819408003] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 1.9404899959793929 Movie Vector: [1.7510485416598065, -0.10683431942788116] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.656332090231869 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.889556348018675 Movie Vector: [1.873690113463859, 1.6676553137633905] User Vector: [2.0090131376114155, -0.7069362862506825] Predicted: 2.5853419995034086 Movie Vector: [1.3530907485984176, -1.3002708814967983] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.110273257861858 Movie Vector: [1.4471323107854435, 0.048292460598896414] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.8368116920784563 Movie Vector: [1.7170868288920957, -1.149421834718821] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.9826119078629745 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 3.6838176377365492 Movie Vector: [1.5047317086529417, -0.402421532346965] User Vector: [1.854151352457774, -1.143218491018261] Predicted: 3.2500560696479024 Movie Vector: [1.6705241874465138, 0.12401939927615549] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 2.543964181218231 Movie Vector: [1.1594850547965891, -0.8655399538390168] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 1.9447632941005033 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.067877043826917 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.80851956614626 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.680779376644505 Movie Vector: [1.1013715059144198, -1.8130241315522826] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 2.765751066965756 Movie Vector: [1.3985154139784053, -0.6112076744600473] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.7329658528432823 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.2813727997306983 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.575273168148763 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.709123721779691 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.266806377317281 Movie Vector: [1.8487374985802654, 0.017257583186759864] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.5213984012521213 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.961667937389966 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [2.3511010855196117, -0.728887578051663] Predicted: 4.099659892536375 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.394540260165095 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.9221854851515263, -0.6949953638546816] Predicted: 4.220368596181217 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.585456531170713 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [1.8395255636935472, 0.07003254044049194] Predicted: 2.129212419526644 Movie Vector: [1.766018360476095, -0.4283259284773049] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.289064654329663 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.701453141608705 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 4.46072132791102 Movie Vector: [2.2336015869568646, 0.14304401071004202] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.6170317654362005 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 3.4360279008584023 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 3.6198629989665276 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.7475684050443712, -0.7116729568229534] Predicted: 3.492987181611157 Movie Vector: [1.9891688972601267, 0.21479499500031954] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.4051949205509002 Movie Vector: [0.6670354859561726, -0.46232194399430665] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 1.2089642066784416 Movie Vector: [1.9058358586400908, -0.3750785327961636] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.269168931289307 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 4.198114988840144 Movie Vector: [2.298694856624452, -0.11822016400945137] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.6216604948851034 Movie Vector: [2.042465509578673, 1.2948414186227342] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.9981871239477833 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.859200349515345 Movie Vector: [1.1751517935639895, -0.4033959749919193] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 2.439924209584843 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.831423182255543 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.680135301700671 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.318954079970858 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.376616562152336 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.7568986412516157, -0.41652762759757195] Predicted: 3.4671387536373177 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [2.727859762849193, 0.40565177693077015] Predicted: 2.9643964000789333 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.330899476061324, -0.496415279452307] Predicted: 4.348669558264031 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 3.984249591884268 Movie Vector: [1.3370161025132772, 0.025605748007684087] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 2.100306447568678 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.6110402327951343, -0.6679903066585429] Predicted: 3.553361884631463 Movie Vector: [1.4672765223181674, -0.34547033813221745] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.1782645159839524 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.0079675231419625 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.6867591645049154 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 4.137903689579342 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.9989785845886447 Movie Vector: [2.0676332260710457, -0.02504993245255037] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 4.1226420451354535 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 3.7326922142662347 Movie Vector: [1.0538857244517033, -0.7648465441406925] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 2.3674908420322174 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.0905006038273166, 1.0943552552321631] Predicted: 3.1315037325373964 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.7237058178993148 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.876684179018123 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.570601434914666 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 4.617437621596455 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 2.8668726305228898 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.4391363982909806, -0.8709182018652206] Predicted: 4.417465701268718 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 2.7215897936078064 Movie Vector: [1.4941521428276952, -0.8410598213371077] User Vector: [1.742215377736728, -1.75261528916834] Predicted: 4.077189141893301 Movie Vector: [1.4052091678185124, 0.47175157713912413] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.496410326262242 Movie Vector: [1.4279878016255383, -0.38859880948459236] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.8814453749958067 Movie Vector: [2.1735202834255936, -0.4934617663127354] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.393077246591616 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 4.1809681232009765 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.9263898621987 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.8395255636935472, 0.07003254044049194] Predicted: 3.8173213815533162 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.2606805481541845 Movie Vector: [1.1702718906021619, 0.003956451104771465] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.4235561854949528 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.6347489611842674 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.965065610289761 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.743431188028916 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.147254049705912 Movie Vector: [1.610120446504509, -1.1139927630518738] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.491258015653827 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.743317345943415 Movie Vector: [1.8448623160127589, 0.3903757723977474] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.735181356553259 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 3.466231206031929 Movie Vector: [2.0256262704439174, -0.8478211818136924] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.789379099024869 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 3.233338808501332 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.0036430183144223, 0.7353298536238755] Predicted: 4.013924753974294 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.9109923688598447, -0.7788444081105309] Predicted: 4.552140357209462 Movie Vector: [1.202073103645989, -0.825234609873918] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.117211773279561 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 3.0757487478395036 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.9921301482713143, -0.30847666026283077] Predicted: 3.1876223679521583 Movie Vector: [2.296548210603872, 0.24483021080944178] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.940814750242103 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 3.048023306302106 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 3.9424416597272067 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.964434325851047 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.7843937394177534, 0.04092151201723565] Predicted: 3.978749848477835 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 2.75747360440795 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 2.7395990186815222 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.7667776598514582, 0.040625768731490854] Predicted: 4.091056359146902 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [1.9772263814488809, -0.06658362287142332] Predicted: 3.5259482139951217 Movie Vector: [1.921393995288875, 0.0194625953453158] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.3329150325798036 Movie Vector: [1.7700452546567838, 0.42802631838363336] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 2.8596413456380403 Movie Vector: [1.5625550927277712, 0.11251728671511152] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.068682954528263 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.634085724014318 Movie Vector: [1.588551809074082, -1.0380411556207794] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.5334833904750815 Movie Vector: [1.4981501480397261, -0.7834392726787126] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 2.5399596268047238 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.14546272202147 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.7352633613112856 Movie Vector:
avg loss: 1.032315707448383: 34%|███████████████▊ | 5056/15000 [00:06<00:12, 806.50it/s]
[1.610120446504509, -1.1139927630518738] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.5464975383210664 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.532504124347418, -0.5775259038397336] Predicted: 3.1721903371538063 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.3614469383391574 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.969699329807757 Movie Vector: [1.5747645999761526, 0.18868886989087463] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.6999923501553718 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.839771824950958 Movie Vector: [1.9817088208462676, -0.356581247369644] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.108734019292061 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 2.964327157569927 Movie Vector: [1.7402755808219348, 0.18450200130269986] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 3.513394317021947 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 4.513566626877173 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.451734882394524 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 3.2033274388044393 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.4847335366907064 Movie Vector: [2.0389696792775904, 0.21887818747402188] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.803548309785791 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 4.211525301724625 Movie Vector: [0.8572393972597816, -1.707171481584663] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 2.2469051756154816 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.5044321842665904 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.0790293175424637 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.5247396000819546 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.5348282464646803 Movie Vector: [1.962584311004447, -1.3544360969870506] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.9039658724642514 Movie Vector: [1.8218925376746544, 0.5975596176162987] User Vector: [2.0905006038273166, 1.0943552552321631] Predicted: 4.462609957970265 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.5804838502951593 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.4606399156333678, 0.09298455520384998] Predicted: 2.1402240540567044 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.3715368733853137 Movie Vector: [1.0946015608391124, -0.20247997499839537] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 2.2546618756732575 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.8374564594953964 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.5891050653689405, 0.34406796897929603] Predicted: 2.076279287304029 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 4.036618584729301 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 4.284778649602085 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.9724607650490051, -0.5275425719214918] Predicted: 3.768092926230481 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.042584149459043 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 4.256885446596903 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.4278042382504514 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 3.52359516163564 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [2.070134122915935, -0.8266563714235424] Predicted: 4.659947257124673 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 4.2447488249485215 Movie Vector: [1.2991230798618858, -1.1729969339821604] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 2.828128280326262 Movie Vector: [2.098071866951415, -0.19673898665421957] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.459522921473635 Movie Vector: [1.2407667848508057, -0.7161614946821101] User Vector: [1.881361512983157, -0.8568952348928162] Predicted: 2.9480062478129763 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.630548067245743 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.3979315067461755, -0.33924305013395484] Predicted: 4.930570878350581 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [2.1101543326445547, 0.0627782083615626] Predicted: 3.4835102582460844 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9177559845050929, -0.22149977033822857] Predicted: 4.315187129822087 Movie Vector: [1.1702718906021619, 0.003956451104771465] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 2.6025289595469414 Movie Vector: [1.218124302560428, -1.3225580601913716] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 2.8005757453962317 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.5918560260118464, -0.5012712033351396] Predicted: 5.921138865132878 Movie Vector: [2.169805934395316, -0.5817402924612047] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 4.349559463436373 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 3.067449296422667 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 4.669594049827858 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.649896244346354 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.767327289066442 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.718127070385825, -0.4301796182355823] Predicted: 3.7196534383596536 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 4.162468909010489 Movie Vector: [0.43120060586138786, 0.1654373853811729] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 0.8294893903450392 Movie Vector: [1.816117801125982, -0.02069404547549042] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.042227804762595 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 3.5834832660531992 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.7911776017311665, -0.9122391411724867] Predicted: 4.428760605903132 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.881361512983157, -0.8568952348928162] Predicted: 4.037114100203003 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 2.9868005235007464 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.2523876165569474 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.5981563907516612, -0.9275761753834038] Predicted: 3.3726461096943763 Movie Vector: [1.155999836671663, -0.4947104575793158] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 3.144542423669533 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 4.03881230769885 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 3.6936992064088874 Movie Vector: [0.9869426865955901, -1.1005478120719037] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 2.582847488529154 Movie Vector: [1.9917501608121886, -0.36212643747705847] User Vector: [2.2796980357368737, -0.836181502482671] Predicted: 4.843392357860412 Movie Vector: [1.3857885536256447, -0.10679640184950995] User Vector: [1.613480496510219, -2.2294687136497893] Predicted: 2.474042040215936 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.41745333965623 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 3.200259189062975 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [2.0276462606897367, 0.8581200004424729] Predicted: 4.069530435370231 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.851647415545855 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.0647618194253075 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.9910661521471673 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.9012050659657376, -0.19251689544999273] Predicted: 3.4619137277357455 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.5709173462137507 Movie Vector: [1.9629362009529012, 0.054907697578657225] User Vector: [1.9082784319401886, 0.042034844856074845] Predicted: 3.7481368521021565 Movie Vector: [1.4840504031634847, -1.4117588753885275] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.7481848486735885 Movie Vector: [2.0674746813952942, -0.21833627564234886] User Vector: [2.203029052083484, 0.10025403992883074] Predicted: 4.532817693864718 Movie Vector: [1.276462917087161, -0.6361140903715023] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.424166965786524 Movie Vector: [2.0934911460167376, 0.22598224251678584] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.132838162957931 Movie Vector: [2.198018077517468, 0.3501676093276476] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.9501664503437635 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [2.2079688178882493, -0.9286881247641553] Predicted: 4.596587439853959 Movie Vector: [1.8542810446770421, 0.3608390737702253] User Vector: [2.093166289785308, -0.3186813785295987] Predicted: 3.76632588104943 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.230353518834051 Movie Vector: [1.0037371022180415, -0.15482636396082772] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 2.3477474499140816 Movie Vector: [2.1233825376072475, 0.16373607596203132] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 4.296726331629682 Movie Vector: [2.0326664564232213, -0.35348129954894936] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 4.274523771090135 Movie Vector: [1.1142225324509585, -2.0743738237849465] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 2.425970271801915 Movie Vector: [1.090896534048309, -1.0947564349915275] User Vector: [2.356251365083562, -0.19614483906470365] Predicted: 2.7851572722727163 Movie Vector: [1.1028704285335271, -0.8218040967422786] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 1.909350290923564 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 3.6558029578025617 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9123477787513936, 0.26759322428678156] Predicted: 4.231125831763159 Movie Vector: [2.1654511699188648, -0.24110044756954907] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.797706775873645 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 3.2985100694397826 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [1.4073635403364264, -1.5401782679347662] Predicted: 2.675436227580737 Movie Vector: [1.1149766195773483, 0.10693955428154733] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.1088317160333427 Movie Vector: [1.2690172877109451, -0.9164373269999572] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 2.877915586828399 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 2.818573980931232 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.9950812659891857 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.0909454088417463 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.7914721737688322, 0.07738376410245768] Predicted: 2.882629292327192 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.7198947572521028, -1.1208285753432798] Predicted: 3.758901705676189 Movie Vector: [1.799742039338675, 0.6902804350319768] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.148919717396868 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.8819841723574255, -0.40970310497267354] Predicted: 3.9782491996460116 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.9421342631945047 Movie Vector: [1.3673426445192862, -1.046486215228419] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.340545960270128 Movie Vector: [0.8214741354579237, -0.8957396299280015] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 2.2000741648070745 Movie Vector: [1.3827030493652823, -0.6493959954368881] User Vector: [2.2796980357368737, -0.836181502482671] Predicted: 3.6951583448160665 Movie Vector: [1.931756761737249, -0.012140276453111684] User Vector: [1.043421289711804, -1.4382343992115427] Predicted: 2.0330966949521816 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.7453738288842002, -1.046985736565544] Predicted: 3.738707270458131 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.8687262246324958, 0.962571524882076] Predicted: 3.69404582305305 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 2.955430113090622 Movie Vector: [1.6658712583342004, -0.28775778124614615] User Vector: [1.7908557086676204, -0.5966095191040044] Predicted: 3.1550140843808134 Movie Vector: [1.580772696610819, -0.3209428674408941] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 2.886524180576963 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [1.231586438769351, -0.42616044849707047] Predicted: 2.3066932185584204 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 4.0801377308001125 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.98760415840931 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.272346708662967 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 3.1549281829481433 Movie Vector: [1.8409090270535515, 0.49300735022197556] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 3.345338601064407 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.6294957193351534, -0.036133764908704846] Predicted: 3.3174626178383058 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.8846164319828165 Movie Vector: [1.4965105251825652, -0.03632096471938255] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.326712397586383 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.301725767392383 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 4.479575503095799 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 4.223877828289745 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.039227613931784, 0.21331391709414962] Predicted: 4.19578389415781 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.748050074278626 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.485769337335464 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.021042605333479, -0.02205482839927269] Predicted: 3.9035928345431214 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.9188664320805195, -0.32123457460607946] Predicted: 4.595879107114817 Movie Vector: [1.9096026860642428, -0.4534248126488881] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.524858422115856 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.8476269574766233 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.0815239184741334, 0.03529635908511486] Predicted: 4.0278388335754585 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.8363131837803035 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 5.10190240610953 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.797434778510452 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.854184257625201, 0.2537786939830225] Predicted: 2.733453486216123 Movie Vector: [1.7642583203530215, -0.3520771302807899] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.8055997176192995 Movie Vector: [1.507900822696107, -0.17315874417813878] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.0703711817696226 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 4.012176067523444 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 3.6052485521501874 Movie Vector: [1.3873151551130833, -1.2175303630828076] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 3.0509896961882697 Movie Vector: [1.46535556084303, 0.12014252227354741] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 2.730404976321467 Movie Vector: [1.618291035190908, 1.2521089001033507] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.325402266232042 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.7614492337882597, -1.4761550712917741] Predicted: 3.8086845973346684 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.5925803749858725 Movie Vector: [1.7291180743954775, 1.1681118319595818] User Vector: [1.573847855049921, -1.8624931326342709] Predicted: 0.5457685073418137 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 4.0444708960729905 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.949607815823172 Movie Vector: [1.667859823293582, -1.0282802089575072] User Vector: [1.7673256911669641, -0.79058315996173] Predicted: 3.760592531895674 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.7964144457671998, -0.5094155472370578] Predicted: 3.863288467750701
avg loss: 1.0264744791223224: 34%|███████████████▊ | 5139/15000 [00:07<00:12, 766.32it/s]
Movie Vector: [1.962584311004447, -1.3544360969870506] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 3.5810517455430295 Movie Vector: [1.7690419769993606, -0.8688308853642634] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.2468462590416753 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.9283033098461746 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.836549482686067 Movie Vector: [1.8539845109474555, -0.8656853357343899] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 3.7136260117298 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.8348080354284335, 0.38845679468805555] Predicted: 4.666074381738789 Movie Vector: [1.622192059794688, -0.5834544193059331] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.127478900352423 Movie Vector: [2.271519648981027, 0.6977433715563491] User Vector: [1.7593487992184307, -0.2867951911253705] Predicted: 3.796285923233878 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.7413929718487102, 0.05163358816554298] Predicted: 2.4081339462946705 Movie Vector: [2.073571300482872, -1.0789330528407264] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.4463198750722026 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 4.5943367434422395 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 4.213462335235956 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.4815305067940105 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 4.283995020504917 Movie Vector: [1.7402755808219348, 0.18450200130269986] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.9253781864005663 Movie Vector: [1.3867252080215329, -0.12817353378322355] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.797369876827514 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 3.2756380851965328 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 4.026947665868872 Movie Vector: [2.131989938835851, -0.37925708949466247] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.739889693277226 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.9012050659657376, -0.19251689544999273] Predicted: 4.325155382950493 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 3.7652325366837474 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.6783140936642296 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.731917092683833 Movie Vector: [1.495419767553441, -0.3136383074000115] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.414554349836896 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 4.37172542952011 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.606949706098062, -1.6718887613735423] Predicted: 4.393382315778596 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.6800055292279943 Movie Vector: [1.653786932640839, 1.0027470683991575] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 3.0925867300416443 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.6105867257173228 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.6769058980359532 Movie Vector: [1.3364755219919562, -1.0677977312621654] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.385069115726556 Movie Vector: [1.7933405788827876, -0.003242906110792868] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 3.46130598252349 Movie Vector: [1.85256137673613, 0.4351011697597573] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.852376626290717 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.278024171042077 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.204477658299732 Movie Vector: [1.8763502449730791, -0.5542226605531614] User Vector: [2.0195305501959977, -0.15477430778481777] Predicted: 3.875126071236653 Movie Vector: [1.1594850547965891, -0.8655399538390168] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.056607512580771 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [2.0570325328101355, -0.047112225250232995] Predicted: 3.556375240892186 Movie Vector: [2.017536033365032, 0.021936202473001227] User Vector: [1.548200416677947, -0.3597326212033977] Predicted: 3.1156589599036537 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 2.135383243954466 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.8232886210420374, -0.6515457196010076] Predicted: 4.2059996877937875 Movie Vector: [1.2435657685740462, -0.5733155099362759] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 2.5862864582549254 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.198756028163274 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 4.422766793849712 Movie Vector: [2.194004902525943, -0.30824475292608533] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 4.303527571780923 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.995484033836494, -0.6438274634979466] Predicted: 4.2631802506799135 Movie Vector: [1.9740728377787675, 0.5861727191829009] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.5981157353186004 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.1976438664968074 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.267652963816446 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.9186545833084794 Movie Vector: [2.11747327821315, 0.6085594577966016] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 4.618815163676837 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.1937627818793315 Movie Vector: [1.1952233624456363, -1.2351441366104063] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 1.5982475514912942 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.3850069254678643 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 4.08369059986586 Movie Vector: [2.0676332260710457, -0.02504993245255037] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.6433062891218473 Movie Vector: [1.5466429008264997, -1.0910518790025217] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.3084521969864666 Movie Vector: [1.8318199835424973, 0.062119229616811586] User Vector: [2.726893768683231, 0.7859538965817978] Predicted: 5.044001349041447 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 2.761246225820809 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.032750200650884 Movie Vector: [2.185911288156452, 0.029608804497445934] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.7751802545207416 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 2.6508491725227508 Movie Vector: [1.9103897015955482, 0.04813828117946465] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.3898769149406776 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.021042605333479, -0.02205482839927269] Predicted: 3.581000944198488 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 3.3301631912185745 Movie Vector: [1.7451515603780738, 0.6972708421297125] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 2.904486953955595 Movie Vector: [0.9359428905218513, -1.5637307915100354] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.170656158653992 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [1.6240802418414049, -0.35905135937377136] Predicted: 3.7004708611834105 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 3.820427896687098 Movie Vector: [1.2244659773572208, -0.3661880819408003] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 1.9655161121636007 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.710574603634617 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.4916787790239274 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 3.361985196619119 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 4.053061193276987 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.232929493654611 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.8473262009883182 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.9040691335178508, 0.21446454557516217] Predicted: 4.092146088463776 Movie Vector: [1.6913998495088503, -0.3257118883503307] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.045218310269592 Movie Vector: [2.130626934290952, 0.017730259429483326] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.2274577250897485 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.070861509971392 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 4.142466549157671 Movie Vector: [1.6177094758788477, -0.7130000926571112] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 3.447007572935084 Movie Vector: [1.4002286531259545, -0.8816390380999054] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 2.7286803427166206 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.651368465218035 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.6615821134568782, -0.29785110822543986] Predicted: 3.5371098487155783 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.7595662566438417 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 4.432772538899308 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 3.2190271995431052 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 5.024957907392577 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 3.5074322896067778 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.917103214588328 Movie Vector: [1.0184270898739964, -0.7521738399875453] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.2182495627184737 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.555120794483725 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.8838516974089903, -0.22776756299043846] Predicted: 4.240397135912347 Movie Vector: [1.1118875948688163, -0.8256697189214602] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.511233394268012 Movie Vector: [1.4233110832237343, -0.24334013790187595] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.6269644594866595 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 4.208057893391467 Movie Vector: [0.9238660210332885, -1.6953385147801974] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.527856862390059 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.065904022708842 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [2.00313717495204, -0.599635205865068] Predicted: 4.629145044369811 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 2.6727461233696315 Movie Vector: [1.8238884661766832, -0.07227532976394141] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.3055499249466664 Movie Vector: [2.298694856624452, -0.11822016400945137] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.448448750039458 Movie Vector: [0.9972698783451105, -1.0739703240128786] User Vector: [2.203029052083484, 0.10025403992883074] Predicted: 2.089344651016074 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 3.7343949758463126 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.972359354413087 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [2.0336094818071775, 0.02645105948130885] Predicted: 4.90508280650651 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 2.642480232221164 Movie Vector: [2.3182957379624547, 0.23030603168225627] User Vector: [1.9512231073144912, 0.24759642996025008] Predicted: 4.580535164743881 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 3.602826472328803 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.980576640505526 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.4181763845246977 Movie Vector: [1.638160243076004, -0.9476047607160452] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 3.618784291923641 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.548200416677947, -0.3597326212033977] Predicted: 3.0202270559685642
avg loss: 1.0231921329071367: 35%|████████████████ | 5218/15000 [00:07<00:12, 755.30it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 1.020567392326275: 64%|██████████████████████████████▏ | 9637/15000 [00:13<00:08, 648.01it/s]
[1.6416565167154396, -0.7201503183893395] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.4043288880888745 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 4.432341977167392 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 4.165656598201324 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.3602697435720192 Movie Vector: [0.8837652779179105, -1.2091748745303252] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.1161521312651748 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 4.36833509580601 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.2705888239381515 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 3.0419273094806663 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 3.4822447167571737 Movie Vector: [1.6947345824828783, -0.2792688326445856] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 2.6266722293357168 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.9291384016572954, -0.42511244513426644] Predicted: 4.02877036337041 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.9287571625239928, 0.5821195301608996] Predicted: 4.4302420902934925 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 2.882976600686802 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [2.076690719353413, 0.4401717229259143] Predicted: 4.326549294417147 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 1.7216825693854543 Movie Vector: [1.2527133722708277, -0.2867403204126389] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.171932203118607 Movie Vector: [2.218690043974754, 0.21956523001860037] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.746786941950341 Movie Vector: [1.0269923755892423, 0.3928580328952428] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 1.7974618578636012 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.5657254402467724 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 4.6255788527154476 Movie Vector: [1.8633160101523694, 0.1970530358633467] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 3.4583734145062426 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 4.460451565791134 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.638200279357523 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.514002295434574 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 3.159538806061457 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.8605812847954788, -0.03329601668744606] Predicted: 3.9435781127050236 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.7586526212425166 Movie Vector: [1.265418223247221, -0.15910395481500128] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.576356675178791 Movie Vector: [1.6824269473561815, 0.5657622263735511] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.7921454803410444 Movie Vector: [1.5625550927277712, 0.11251728671511152] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.9894748197933687 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 2.9135339485590976 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.8276988041948603 Movie Vector: [1.1952233624456363, -1.2351441366104063] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 3.0644729107375213 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.266508068785739 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.2974395286437352 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [2.09268658890784, -0.7215843339691043] Predicted: 4.19608296784526 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 3.4340410952902145 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.532504124347418, -0.5775259038397336] Predicted: 2.8841257664976756 Movie Vector: [2.1735202834255936, -0.4934617663127354] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 4.549015590852261 Movie Vector: [1.2456072361877502, -0.13262261703543166] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.4012916726997187 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 2.478855077622579 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.42697568534867 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.708424764789831, -0.1614545134419654] Predicted: 3.547058441332558 Movie Vector: [1.276462917087161, -0.6361140903715023] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.8140124700858116 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [2.0330339598408256, 1.0477998657855199] Predicted: 3.5040218289821135 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.4396220699981126 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 3.757716164054552 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 3.8735844807729296 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.8144266301768406 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.11828653334436 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.7595525453212264, -0.6342628019088277] Predicted: 3.6225827205306342 Movie Vector: [2.099960742340499, 0.6928158416028881] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.9176198833815357 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 3.327919183976306 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.193241055256004 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 2.0423782962044355 Movie Vector: [1.6020272558587427, -0.6898278700627793] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.414914052026871 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.88238367989457 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.7377394661818535 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 3.3193058568877003 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [1.700958646116065, -0.6169325712633256] Predicted: 3.2944540042323864 Movie Vector: [1.895426706946515, 0.14118024230877846] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.577842370119854 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 4.887689972898693 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.0584425535123243, -0.3140047961722548] Predicted: 3.6765307924384327 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [2.232459006736788, -0.7868416932483497] Predicted: 4.480690756502669 Movie Vector: [1.8199983238452444, -0.291420215320506] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 3.350721574590276 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.419945552093043 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [2.021042605333479, -0.02205482839927269] Predicted: 4.563887280054741 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.7475684050443712, -0.7116729568229534] Predicted: 3.247328685213841 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.229858813026848 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.4451270244420775 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 2.620715570019918 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.4301879053697464 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.616402697146387 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 3.8870517493676213 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.8462799650221167, 0.5900642127309023] Predicted: 3.575084966131558 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.386893088053044 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 2.0647809890215614 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 4.369627194147724 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 4.503279231984667 Movie Vector: [1.1480747077224982, -1.364747668668] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 3.3152923744174165 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [2.0400210152459026, 1.8329995090571816] Predicted: 4.212048681688515 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.5227650405562283 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 3.1799241869043344 Movie Vector: [1.666381519341403, -0.19507295495542773] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.786984978377894 Movie Vector: [2.0675385393535777, -0.7967070162353432] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.6676767394514815 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.739194695657543 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 4.360057727013558 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.0059826672666374 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.968460253144861 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [2.1425507719009422, 0.5669143042085535] Predicted: 4.606994674860003 Movie Vector: [1.5454618189548155, -0.8501323006061428] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.948087953145357 Movie Vector: [1.3370161025132772, 0.025605748007684087] User Vector: [2.330899476061324, -0.496415279452307] Predicted: 3.1037390482809317 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.3765139224684475 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 4.5220769063699775 Movie Vector: [1.1480747077224982, -1.364747668668] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 2.275593901912864 Movie Vector: [1.5563000316594517, -0.5516224102803754] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 2.763827303985218 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.9706393984231962, 1.0252421166098944] Predicted: 2.923450756492964 Movie Vector: [1.7642583203530215, -0.3520771302807899] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.5057309400166794 Movie Vector: [1.867254333508959, -0.29308895743687907] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.031734338852089 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.7814673123308749, -0.1523261657605655] Predicted: 3.551460038733349 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.9402659725341171, -0.4507153713497307] Predicted: 3.0027925913001874 Movie Vector: [1.6261094975279082, -0.49675806371222636] User Vector: [2.005188157344085, 0.5760055857215324] Predicted: 2.974520087537247 Movie Vector: [2.0649780195594287, 0.1935458963507412] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.8741030420967353 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [2.038447029777396, 0.6226629129751694] Predicted: 4.089156860258977 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 2.96114800867526 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.9074966568546114, 0.8692632377862983] Predicted: 3.1349172915586916 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.9300624580833627 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.9505291528888011, -0.7853510909804959] Predicted: 3.9856777406199932 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 4.197205170228653 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 2.754117800483151 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 4.09608220208783 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.9509041371529556 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 3.7662832824598205 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 5.2141088645242375 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 3.0459365248974297 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.8142622816134926, -0.6487400644203606] Predicted: 4.07148850908538 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.5913996237147225, -0.12364855293645619] Predicted: 3.343531701495317 Movie Vector: [1.9817088208462676, -0.356581247369644] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.603311535579683 Movie Vector: [1.357904686704046, -1.0876270654036948] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.9155128763823086 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.6949216526310393 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.118041091790097 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 3.0810629781092493 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 3.7946962104357 Movie Vector: [1.4310719569730448, -0.4177106465358285] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 2.380158223354025 Movie Vector: [1.686601867108793, -0.6893497523290223] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 4.563184863203793 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.7215480292453504, -1.4053312587628137] Predicted: 3.842083429833809 Movie Vector:
avg loss: 1.0214512020107087: 65%|█████████████████████████████▉ | 9769/15000 [00:13<00:08, 622.38it/s]
[1.2762239453535298, 0.07419531565335279] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 2.7867978941798426 Movie Vector: [1.9706788420006105, -0.5292532054797274] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.419002196608598 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.180659582465216 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [2.032730999926283, 0.09408626320373917] Predicted: 4.200700009661388 Movie Vector: [2.3182957379624547, 0.23030603168225627] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.90346346350703 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.6804583473050108 Movie Vector: [1.574136065820979, -0.3056086018566595] User Vector: [2.0151856350836446, -0.3476069212063961] Predicted: 3.278408052695104 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.5376004448831493 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 3.8914099350941083 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.5937374371052466 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [2.2079688178882493, -0.9286881247641553] Predicted: 4.287018096754799 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.726906204006755 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.2338311370263 Movie Vector: [1.7036927129489319, -0.5716847492641534] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 2.9973781869897347 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 2.57036726516741 Movie Vector: [1.5750428124165248, -1.5041771205835295] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 3.817828673022663 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.9723152427293624, -0.6578189952135497] Predicted: 3.101498332756294 Movie Vector: [2.080868131478684, -1.3045989951887087] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 4.0952145864999645 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.6579386905514286 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.345494687999585 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.1687629103083976 Movie Vector: [1.73637585737783, -0.2145021717431737] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.4481374900894024 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.2753972382797105 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.521191142044824 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.8969801413014573 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.4473113728763642, -1.2152982730480277] Predicted: 3.8096079832493235 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.712065992217992 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.75324542646816 Movie Vector: [1.2855591151193506, -0.5925678524764207] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.8624012326687291 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.9291384016572954, -0.42511244513426644] Predicted: 3.9517687351232236 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [1.7466468419112706, -0.4880561382582395] Predicted: 3.266496860748945 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.577142714875271 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.478373378630236, -0.2642260059536054] Predicted: 3.2320188038817745 Movie Vector: [1.7521653009174611, -0.47107407136876855] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 4.507758440566394 Movie Vector: [1.9738692966165066, -0.577266835247303] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.6837901151745425 Movie Vector: [1.85256137673613, 0.4351011697597573] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 3.5383994176511946 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.677386890543099 Movie Vector: [1.577225178811699, -0.6829886927386359] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.856729169214583 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 4.297981369809616 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.679566152283029 Movie Vector: [1.4159539321694838, -0.5668541431102446] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 2.6845222699266413 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.051525251581909 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9109621598321214, -0.5912865219664144] Predicted: 4.292940498672551 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [1.7070995634881134, 0.12909777567522876] Predicted: 3.441979125700748 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.370839701617992 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [1.9060823290359106, -0.5186060287501063] Predicted: 4.176299786780544 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.563903666248618, 0.5377855123974348] Predicted: 2.504377180331216 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.7511800713852312 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.7599122463459358, 0.24842627759805513] Predicted: 3.473590220487379 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 4.25108634446422 Movie Vector: [1.3618361029438872, -0.5481349644196204] User Vector: [1.8615027280844936, -0.37513747113814133] Predicted: 2.740687585228773 Movie Vector: [1.0184270898739964, -0.7521738399875453] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 2.2466781535357687 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.333324344103944 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.456870702736024 Movie Vector: [2.0674746813952942, -0.21833627564234886] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.133832321159382 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 4.085719074127157 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.8728559593929495, -0.5848614871635389] Predicted: 4.55670329179411 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 4.762165862019353 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 2.5899996503941085 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.274458609015065 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 2.9252963654929895 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.6121376136752115, -0.19833207427105962] Predicted: 2.9986427745694244 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.665996332138423 Movie Vector: [1.6071708202854917, -0.004588691298100876] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 2.6648391891945513 Movie Vector: [2.103192511796954, -0.35496391402519034] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 4.41795690221789 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.5208542167196755 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.522636214844359 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.5536505628497372 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 4.194819305032727 Movie Vector: [0.4852053573758492, 0.0319714654518891] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 0.5799564878675609 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.5593537503344352 Movie Vector: [1.5164954660292764, 0.30414488071825163] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 2.6606961792989816 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.7070995634881134, 0.12909777567522876] Predicted: 3.895411606100298 Movie Vector: [0.4703892880135062, -0.32843424272653304] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.4347147185181254 Movie Vector: [1.577225178811699, -0.6829886927386359] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 2.948002147483912 Movie Vector: [2.193678549126536, -0.3618761092080438] User Vector: [2.0336094818071775, 0.02645105948130885] Predicted: 4.451513491051209 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [2.1671103365861017, -0.31640194086002593] Predicted: 4.5513365735197535 Movie Vector: [1.1761285911312898, -0.16839172912420888] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.108888743441439 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.0919716729650153, -0.20765501480873122] Predicted: 4.142797856388052 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.93494088894306, -0.44155776336646196] Predicted: 2.9571271960717196 Movie Vector: [1.6020272558587427, -0.6898278700627793] User Vector: [1.7824036363054034, -1.1019690504796336] Predicted: 3.615628169270459 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 3.0023840934875747 Movie Vector: [1.3596028688172013, -0.6895896602314365] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.864199004844446 Movie Vector: [1.5684439442054225, 0.9573968725672186] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.0727456956066597 Movie Vector: [1.4840232888741127, -0.20864173949194378] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 2.700246204091457 Movie Vector: [1.184044376568541, -0.9485579219454116] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 1.6578948205863688 Movie Vector: [2.1377544542257585, -1.4325430927885512] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 4.107427791760159 Movie Vector: [2.0012249829097897, -0.06132968402798357] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 4.139493146603184 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 3.4774841599604827 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.093335475292801 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.2746613613948776, 0.8567533664290818] Predicted: 3.9304443267828586 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 3.0382041199273235 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.7745983190473096 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.5179040712309093 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.573847855049921, -1.8624931326342709] Predicted: 3.969097019021194 Movie Vector: [1.698584039201518, 0.09004795963788703] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.206009204871152 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 3.648093326338753 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 3.1426803271117745 Movie Vector: [2.073571300482872, -1.0789330528407264] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.3883183159447405 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [2.0815239184741334, 0.03529635908511486] Predicted: 3.3058287376585445 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.424265216865572 Movie Vector: [1.8760199827007733, 1.1932548095643043] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.273219018871902 Movie Vector: [2.0368838567519503, -0.49309800170147133] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.383828349675641 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 3.4460047034358623 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.7377232387959567 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 4.632719309207231 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [1.4904399190856077, -1.6868075138809087] Predicted: 2.132042999487947 Movie Vector: [1.0037371022180415, -0.15482636396082772] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 1.9238705070586462 Movie Vector: [2.031926866897193, 0.06465847441532176] User Vector: [1.9082784319401886, 0.042034844856074845] Predicted: 3.8802001243203943 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 3.762005627898879 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 3.372239364343901 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 3.154257413152313 Movie Vector: [1.9328396639340744, -0.20826398107026342] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.795384892462637 Movie Vector: [1.202895105879328, -1.037025683332847] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 2.3790191601180535 Movie Vector: [1.4170025614493595, 0.32718554316686627] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 2.957684011374719 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 4.35433060848531 Movie Vector: [2.0193819313590495, 0.12276827366672462] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.5881857775675097 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.249911764391173 Movie Vector:
avg loss: 1.0215783644492071: 66%|██████████████████████████████▏ | 9839/15000 [00:13<00:08, 642.23it/s]
[1.963168184044114, -0.2596248918721113] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.7250882737192423 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.3306579152256925 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 3.7053820459546354 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 3.1113937933124487 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 4.636224593818873 Movie Vector: [1.5047317086529417, -0.402421532346965] User Vector: [1.524357280631155, -1.396349671133411] Predicted: 2.8556699098313576 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.6830175810023813 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.512922867331821 Movie Vector: [1.8318199835424973, 0.062119229616811586] User Vector: [1.524357280631155, -1.396349671133411] Predicted: 2.7056079628721523 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.0160601848532846 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.1329127706856348, -1.8540673537375962] Predicted: 2.7569658653201556 Movie Vector: [1.806269538646748, 0.11011260344092706] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 2.8103635191957745 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 3.742262423233002 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [1.7296479118871464, -0.39135188100268303] Predicted: 3.1840668917880453 Movie Vector: [1.1114821587755628, -0.6731156268271394] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 2.0524558325576017 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.735715235852086 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.9449444095769235, -0.5311587723508729] Predicted: 4.124492675885312 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.901024453859469 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.881500017311564 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.248155895104271 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [2.0181920982845067, 0.014305264057445418] Predicted: 2.724287111188456 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 4.008425986934112 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.312602175237596 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.8142622816134926, -0.6487400644203606] Predicted: 2.9344714296113183 Movie Vector: [1.4265987408731877, 0.9328973423906354] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 2.7451027324454853 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.8281395480000184 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 3.707661112325687 Movie Vector: [1.6845000601050941, 0.04827825081893147] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 3.2178955802340643 Movie Vector: [1.4852037587826818, 0.16414368169614696] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.577016703552426 Movie Vector: [2.2067873472005206, 0.37320408492154633] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.445205563895465 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.143898810261357 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [2.20815239046249, -0.04759970551665797] Predicted: 4.938083939453026 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.489433536545569 Movie Vector: [1.547077580837282, 0.3719987842002805] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.0681510593049643 Movie Vector: [2.1265286675606316, -0.010781965532245887] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.667342577881109 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.746205453220069 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.508672608842934 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 4.12986584704387 Movie Vector: [1.8346973788735266, -0.5609353691083596] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.417901405278595 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 3.8363971834436383 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.657549307033112 Movie Vector: [1.1333715604666927, -0.6764442531224961] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 2.480278799924095 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 2.794976992132741 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.43423595528923 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [1.8942508306911445, -0.042243098090305825] Predicted: 2.5082063576119698 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.9514869066625535, -0.4311892106859033] Predicted: 3.6802751272549834 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.28119374333591 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 4.696789175620232 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.627312569688583 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [2.084631880264616, -1.9599564388931903] Predicted: 4.135934206314607 Movie Vector: [1.46535556084303, 0.12014252227354741] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 2.8645073396865555 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 3.2418801513888056 Movie Vector: [1.689785678621271, -0.17260454296960295] User Vector: [2.0481920331992765, -0.422777717955005] Predicted: 3.533978919551676 Movie Vector: [0.9014394641903359, -1.2484225808449003] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 1.825461484816078 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.703120369126081 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.0723338622050997, 1.1362046531065677] Predicted: 3.1913377074923295 Movie Vector: [1.3353766302374734, 1.063910496611155] User Vector: [1.7814673123308749, -0.1523261657605655] Predicted: 2.216868409757416 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 3.777941757996853 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 2.936093346326907 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.1424490702837358 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.0554257096757818 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.12817464441101, -0.14952409100048222] Predicted: 4.133951951492495 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.360744990235306 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.5739478094763206 Movie Vector: [1.8720429065318194, 0.8704765559558232] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.551110104772108 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.231494874408074 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 3.1959588377531687 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 1.8768005671007528 Movie Vector: [1.3842544755953237, -0.8470749703919552] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 2.9750538225633303 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.924166310830094 Movie Vector: [1.9236527618891697, -0.09299652173172968] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.746717428471395 Movie Vector: [1.3394662259799546, 0.4162558300137658] User Vector: [1.6177453289775539, 0.24819701538415342] Predicted: 2.2702286850479343 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 3.3611436455472923 Movie Vector: [0.8387229834510214, -0.5957659258192414] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 1.901707886064627 Movie Vector: [1.806269538646748, 0.11011260344092706] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 3.6124072413019075 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.993633698725169 Movie Vector: [1.3074605520386273, -1.4292088801340748] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 2.0909725852915577 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.9801543668398764 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 4.142998525605343 Movie Vector: [1.9240898585206698, -1.1502211970119478] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.7678815740757177 Movie Vector: [1.7559085472399403, -0.797259399232401] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.1764138408441873 Movie Vector: [1.9931713777557625, -0.38342276623170135] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 3.8885586084386445 Movie Vector: [2.0368838567519503, -0.49309800170147133] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.7341852384915226 Movie Vector: [1.4401974298397118, 0.611028823860158] User Vector: [2.726893768683231, 0.7859538965817978] Predicted: 4.407505882140199 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.869496252430646 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 3.353222154186042 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.993022082256571 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 3.8527702378401747 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.899762961896959 Movie Vector: [1.7185481060543093, -0.8988086544828385] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.523401692466634 Movie Vector: [1.9629362009529012, 0.054907697578657225] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 3.9762133403873556 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.5536210580408683 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.7798110811171246 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.7184152842751432 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.2091205711499833 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 3.7087887809083497 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.355854090030599 Movie Vector: [1.5176443342369683, -0.3705519278251508] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.4476436123188505 Movie Vector: [2.0390738152154433, 0.7223587684801055] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 4.122865123992437 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.032129954552279 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.168730905193592 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.99999018581508 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.4699656209338166 Movie Vector: [1.5466429008264997, -1.0910518790025217] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 2.979796712071815 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.273357697574837 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.0716834246265794 Movie Vector: [1.3008066613067626, -1.5294767957825037] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.0723041071433834 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.5781356340264225 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 4.0636522298095965 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.8615164381275506 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 4.0795223064912385 Movie Vector: [2.113587595591495, 0.12129978836325558] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.1441505942035857 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.9955947901552142 Movie Vector: [1.7569007806870616, -1.1169513998901204] User Vector: [1.9123477787513936, 0.26759322428678156] Predicted: 3.0609166789652598 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.870500703541124 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.457866578190054 Movie Vector:
avg loss: 1.0231087368934915: 67%|██████████████████████████████▋ | 9988/15000 [00:13<00:07, 647.00it/s]
[1.7734215848051174, -0.7970334817767325] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.110136240707194 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.7667776598514582, 0.040625768731490854] Predicted: 3.2971241471338177 Movie Vector: [1.7610810767581786, -0.39466525167033145] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.7537650888859644 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 3.697809188118083 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.7246009862702016 Movie Vector: [1.1310229701701613, -0.286541946198252] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 2.55002101015194 Movie Vector: [2.131989938835851, -0.37925708949466247] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.7798901968232674 Movie Vector: [2.1636381090802552, -0.1575496821790202] User Vector: [1.8073066088142484, -0.23683900657043372] Predicted: 3.947671363835876 Movie Vector: [1.673824037451388, -0.018513052138806337] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.797704889970812 Movie Vector: [1.5088374448326407, -0.6176738045662935] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.2156610783766597 Movie Vector: [1.9898981119733958, 0.80651649340826] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.320251757957104 Movie Vector: [1.964211678022576, 0.3862314401406456] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.4049213119878097 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [2.177949215569545, -0.42092877269192874] Predicted: 4.463459704106611 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 2.75669340112366 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.6523234202703914 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.5504188436970128 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.1184178333766046 Movie Vector: [1.716182697339395, -0.299515408344906] User Vector: [1.9123477787513936, 0.26759322428678156] Predicted: 3.201789875345982 Movie Vector: [1.1480747077224982, -1.364747668668] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.277882932809068 Movie Vector: [1.9148451363482097, 1.1057908350387384] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 2.8183600268209372 Movie Vector: [2.1778403906315247, 0.3548251309266838] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 4.230843359646907 Movie Vector: [2.198018077517468, 0.3501676093276476] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 4.278868019860099 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.7814673123308749, -0.1523261657605655] Predicted: 3.185923248351736 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 3.024183488805654 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.9653587588669563, -0.44057106389664985] Predicted: 3.0337063547937095 Movie Vector: [2.0675385393535777, -0.7967070162353432] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 4.037915746816993 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [2.312023806243307, -0.013543188170891026] Predicted: 4.086109358276294 Movie Vector: [1.7524135051316645, -0.713193864292565] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 3.52308766939805 Movie Vector: [1.3744346372859555, -2.1287641380152618] User Vector: [1.9476368005007496, -0.06767510866119972] Predicted: 2.8209638238152746 Movie Vector: [2.164867660157781, -0.0856589506424782] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.7252077490436903 Movie Vector: [1.5750428124165248, -1.5041771205835295] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.7590463055524115 Movie Vector: [1.1512167959540798, -1.0323037595806899] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 1.9664685222717622 Movie Vector: [1.3054940983573768, -0.8841026173769722] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 2.924692768335304 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.2796980357368737, -0.836181502482671] Predicted: 4.240969715096583 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 4.156232399750896 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.803284480260925 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 3.5858423804317106 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 3.925129805628342 Movie Vector: [1.5400491219202979, -0.5281186623530704] User Vector: [1.6203531482383686, 0.8813590649364765] Predicted: 2.029961272718285 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.9217976178851266, -0.2318957917333684] Predicted: 3.6007323377711558 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 3.582282448859381 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.3380444186342038 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 3.828717181360583 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [2.039227613931784, 0.21331391709414962] Predicted: 4.867426081098976 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.1393356329032915 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 3.927480870790632 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.949676902975079, -0.1774408468097664] Predicted: 3.238678246615537 Movie Vector: [1.82715030415637, -0.7373031889285382] User Vector: [2.225871059514696, -0.48035456113015146] Predicted: 4.421167933142767 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.9706158897005803, -0.2909818224315464] Predicted: 3.589387018066713 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.419608026680804 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 2.9816144157845397 Movie Vector: [1.5750633477509148, -0.18712977664275265] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.631940319702848 Movie Vector: [0.04561424255371094, -0.7157611846923828] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 0.15931418471962022 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 4.020776720618715 Movie Vector: [1.218124302560428, -1.3225580601913716] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.4833010617071305 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [2.125466108449268, 0.9937358934041359] Predicted: 3.926958564697159 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.9769943473033806 Movie Vector: [1.5750428124165248, -1.5041771205835295] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.9937972168982814 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.286179850558095 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.903687346516115 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 4.115997255812933 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 2.9975348800341926 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.699808528615287 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [2.0036430183144223, 0.7353298536238755] Predicted: 4.167757539616083 Movie Vector: [1.4752339940782961, 0.22693051077995152] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 2.851300086231358 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.2002158079953409, -0.6986129809889936] Predicted: 3.0256538612654476 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.3332443908761755 Movie Vector: [1.138695369718948, -0.7387679120738838] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.526808950897061 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.8244265339096963, -0.24068564474698312] Predicted: 4.3940276498736095 Movie Vector: [1.73637585737783, -0.2145021717431737] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.761445534443287 Movie Vector: [2.015412098550607, 0.1312694403973669] User Vector: [1.8131768798881858, -0.27816856764413367] Predicted: 3.617783588328108 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [1.7617375153564503, 0.1881029512743106] Predicted: 3.6432403359458285 Movie Vector: [1.2868052265927656, 0.4554552113904509] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 2.5119704647474617 Movie Vector: [2.0256262704439174, -0.8478211818136924] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.935979588848857 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 3.6452065526181863 Movie Vector: [1.3909725982612564, -0.210761769072323] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 2.656480123470693 Movie Vector: [1.5978617285465866, -1.7139002684217153] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.3611911509321803 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 4.408916751390105 Movie Vector: [2.0193819313590495, 0.12276827366672462] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.322728896981479 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.6781455703464885 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 3.6951124648884766 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 2.8796824976288353 Movie Vector: [1.8747960795310745, -0.6209855883196213] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.5093190639944223 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 3.9953702197539442 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.029913158880657 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.5650675692259735 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.139516802800344 Movie Vector: [1.285634305435556, 1.1571359727428334] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 1.7601065263216626 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.032748117705922 Movie Vector: [1.2740747404256543, -1.399379587898088] User Vector: [1.7453738288842002, -1.046985736565544] Predicted: 3.6888671765516348 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.437347826235036 Movie Vector: [1.8931535028348783, -0.5517094609546448] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.292195913752234 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.9739041661904693, 0.4664774074745154] Predicted: 4.1261030303334945 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.7870485462576267, -1.0953058208684932] Predicted: 3.9408494484751104 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.306549122805568 Movie Vector: [1.3673426445192862, -1.046486215228419] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.1481059101307034 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.593245390576565 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.7109679664726 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.3532849704354921, -0.7246498548735582] Predicted: 2.5691302280284685 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.7006875729812743 Movie Vector: [1.9931713777557625, -0.38342276623170135] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.645638647527627 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.6983980106709406 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 4.020053669977454 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 3.3865993097860834 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 4.380399938295612 Movie Vector: [1.5763257814546008, -0.5148546278981122] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 2.576424726315802 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.140838961491585, 0.0790573631479321] Predicted: 3.828728235560606 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.7686429924417357 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.262706928704939 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.2625268805087515 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.9982380737445804 Movie Vector: [1.8448623160127589, 0.3903757723977474] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.464574644927095 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.7713077069545546 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 3.6660551697946078 Movie Vector: [1.7087564364913288, 0.559709885126814] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 2.816507183296206 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.5289400009965033 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.231586438769351, -0.42616044849707047] Predicted: 1.9467851222126178 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.7002964610507494 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 4.643080573452126 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [2.1498670278251004, 0.027947865170117655] Predicted: 4.284251636964259 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.909458689165733, -0.7079648770795004] Predicted: 3.3489332007111297 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.388179550837729 Movie Vector: [1.8346973788735266, -0.5609353691083596] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.9210668631697416 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.4212825299451493 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.551284236796424 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 2.788262940435825 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.905075421625695 Movie Vector: [1.507900822696107, -0.17315874417813878] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 2.488705898999644 Movie Vector: [1.6564916103414795, -1.333924768646338] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.358981438377924 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.8384867350425682, -0.45805117703698767] Predicted: 2.967795611946553 Movie Vector: [2.0675385393535777, -0.7967070162353432] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 3.87108657707708 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.207750433379383 Movie Vector: [1.3443559697631373, -0.637105186510907] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.6400915617849248 Movie Vector: [2.174656407536298, -0.22637799176875767]
avg loss: 1.0234754364416732: 67%|██████████████████████████████▎ | 10121/15000 [00:13<00:08, 591.73it/s]
User Vector: [1.902680466219141, -0.6408191008073346] Predicted: 4.282743608485432 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [2.396120052531354, -0.5465052804782677] Predicted: 4.535086719324295 Movie Vector: [1.9364463176666167, -0.6126098316763442] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.4719363024518355 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.667589634985253 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 3.7910307850525746 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.7296479118871464, -0.39135188100268303] Predicted: 3.2668957582155125 Movie Vector: [1.82715030415637, -0.7373031889285382] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.698195174969093 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 4.592286440416426 Movie Vector: [1.7856676958666973, 0.49204378471136945] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 3.7874678736687253 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.116070267309049 Movie Vector: [1.9812953443119747, 0.14119325242303216] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 4.455635209277037 Movie Vector: [1.1426227078939275, 0.39921013628546853] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 1.6977807182083646 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 4.020330084419453 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.191280803436126 Movie Vector: [1.1286787123637518, -1.163153016016509] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 2.475019815143288 Movie Vector: [1.6558602794425412, 0.16324505114606083] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 3.3464970941640804 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.003091481532635 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 3.5191282152592085 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [1.5852342878661714, -1.4549649175670007] Predicted: 3.607617739707183 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.184599747815903 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 4.0243846586136565 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [2.1160352921779064, -0.9204142569058824] Predicted: 4.263727171641074 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.531389342151756 Movie Vector: [1.8130975905929811, -0.5061542134556039] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.56176330836545 Movie Vector: [1.4984193342653656, -0.6219871410088532] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.335921258439513 Movie Vector: [1.9240898585206698, -1.1502211970119478] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.0788716575150104 Movie Vector: [1.9701934288161553, 0.8257543673503221] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 3.2236224178413315 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 2.978412175809039 Movie Vector: [1.727754681721989, -0.9010590881017285] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 3.605365878794001 Movie Vector: [2.185911288156452, 0.029608804497445934] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 5.021456913382361 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.856618077236143 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.7775525011415465, -0.24241109719341492] Predicted: 3.6401944943207414 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.6640629125201296, -1.101478869333582] Predicted: 3.690769732413576 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.896445670548209 Movie Vector: [2.050461624521368, -0.11826850461179703] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.838974277560822 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 3.1592966243151133 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 3.9149481207835586 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 4.860377421662204 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 4.143368404074353 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.2683056009672495, -0.645732559897679] Predicted: 5.224514367835546 Movie Vector: [1.2292040253457626, -1.0841503114550972] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.4736299066833283 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.3389418719765707 Movie Vector: [1.3739400953157714, -0.7962714317191746] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.2509634596499233 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 4.294605204940138 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [1.9217976178851266, -0.2318957917333684] Predicted: 3.760153111863862 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.364472741236913 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 2.8317680661830553 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.4499769327508405 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.0933786551927036 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.7376196996414703, -0.6119903309820107] Predicted: 2.6661017584407696 Movie Vector: [1.8742361448727265, 0.4468072928402911] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.084713188109228 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.7290696926578233, -0.7835992508707468] Predicted: 2.833431942754625 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.582580138071882 Movie Vector: [1.2311198426557979, -0.6507849662008076] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 2.742145691856077 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 3.1929804883530584 Movie Vector: [2.131989938835851, -0.37925708949466247] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.335157585628669 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 4.529821594048931 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.8838180097836768 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 1.940380369649366 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.6012384705908345, -0.6786154093094653] Predicted: 3.5354239399188283 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 5.3956731501245745 Movie Vector: [2.098071866951415, -0.19673898665421957] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.6497986952405763 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 3.5102300982145502 Movie Vector: [1.9215944146129704, 0.29409158131952673] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.839442177848672 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.6680281005871413 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 4.155243857409337 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.562330045318737 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 4.381693492492625 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.377806218222964 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.7453164168516246 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.749724303704845 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.906981807530137, 0.4321590091237271] Predicted: 4.194922363030024 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.981580072450518 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.886125400304294, -0.4213991978571942] Predicted: 3.2925782434579154 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 4.9786834656680234 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.8431412151454105 Movie Vector: [1.8578227538490677, -0.39120556703569254] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.6741989314623025 Movie Vector: [1.5930123068886886, -0.1336209379882689] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.5338689392147287 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.995484033836494, -0.6438274634979466] Predicted: 4.513023571426295 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.5497050189707413 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 3.2106877461931154 Movie Vector: [1.328689901962066, -0.9815883011620745] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.029448225761157 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 3.4524635780449167 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 3.7344393721083287 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.382591406885894 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.9328552674426236 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 4.062295987613187 Movie Vector: [1.8847391007673175, 0.3067127183437073] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.6287771847434986 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 3.683725171350303 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 4.229334466603283 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.8843509014859494, 0.25142394547575636] Predicted: 3.461073167953653 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 3.5813103376200277 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 4.367549889730896 Movie Vector: [1.3566284267011324, -0.8891019340172993] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 3.7044150723483678 Movie Vector: [1.2823958031965357, -1.3217867246926234] User Vector: [1.9188664320805195, -0.32123457460607946] Predicted: 2.8853498556213664 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 3.687726139700242 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.327420009084285 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 4.654544774492969 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.3176540483637025 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [2.00313717495204, -0.599635205865068] Predicted: 4.561507429016817
avg loss: 1.027246724480204: 68%|███████████████████████████████▏ | 10182/15000 [00:14<00:08, 587.89it/s]
Movie Vector: [1.3074605520386273, -1.4292088801340748] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 2.89855404326582 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.7376196996414703, -0.6119903309820107] Predicted: 3.978168739558667 Movie Vector: [1.350770094018339, -1.1159999288642273] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.289362681523432 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.7838654890789893 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.6294957193351534, -0.036133764908704846] Predicted: 2.7630430812117313 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.1955701644418983 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.988467748398291 Movie Vector: [1.6845531785037984, 0.9960814179218169] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.4316847058363584 Movie Vector: [1.49186160845158, -0.33162291162057683] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 2.733795571541948 Movie Vector: [1.9636610080162042, -0.732715572913268] User Vector: [1.2002158079953409, -0.6986129809889936] Predicted: 2.8687015939751106 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 4.149740454521059 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.441310769087364 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 4.381235449670013 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 3.952324475696051 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.9497961567919946 Movie Vector: [1.1751517935639895, -0.4033959749919193] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.3423550885698794 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.0966774782141866 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [1.6615821134568782, -0.29785110822543986] Predicted: 2.663985957397149 Movie Vector: [1.9328396639340744, -0.20826398107026342] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.4717341853694297 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 4.488762558103188 Movie Vector: [1.82715030415637, -0.7373031889285382] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.8892235465657654 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.2943628317699956 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.672730586199716 Movie Vector: [2.0287896254837663, -0.3704485657215212] User Vector: [1.7667776598514582, 0.040625768731490854] Predicted: 3.5693704290852097 Movie Vector: [1.155999836671663, -0.4947104575793158] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.0010421470783237 Movie Vector: [1.638160243076004, -0.9476047607160452] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.4910318455892018 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.4514168180816114 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.448226541652413 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.245087771683109 Movie Vector: [1.1856077139429086, -1.5247749610971042] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.806067876764161 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 3.226272528208537 Movie Vector: [2.0693833498324636, -0.056403230188363615] User Vector: [1.7911776017311665, -0.9122391411724867] Predicted: 3.7580863398817064 Movie Vector: [2.035833986291616, -0.22304192772437215] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.9976973083969636 Movie Vector: [1.4020600956107174, -1.7322939623227567] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.8232924240708144 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 3.0598432189841476 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.8089287596664128 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.8443170848308643 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 4.076936452021209 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.376987122887462, 1.3692324914604521] Predicted: 4.02285480861744 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 2.6440389003752256 Movie Vector: [1.82715030415637, -0.7373031889285382] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.850454964192963 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [2.0584425535123243, -0.3140047961722548] Predicted: 2.7186752049484006 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.4792287301800178 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 3.0422592085205955 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.295637663748971 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.3526062792370603 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.9181916400182009, -1.286358085515905] Predicted: 4.08571961031022 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 5.238817709063592 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.0499468524598674 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 4.171913960097317 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.567349751114479 Movie Vector: [1.4875972928765169, 0.05867803017515138] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.612514543378421 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.462678087822441 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.6896243516495306 Movie Vector: [1.9088037063374745, -0.16261880744038262] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 3.0786416747062537 Movie Vector: [1.9103897015955482, 0.04813828117946465] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.4019274393087175 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.675906775261054, -0.0815397682618363] Predicted: 3.2849514835372893 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [2.204539750415655, 0.3146117325204614] Predicted: 4.049065549548278 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.2360642303632328 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [1.8306890729284455, 0.2675568861161603] Predicted: 3.6292740248580393 Movie Vector: [1.8931535028348783, -0.5517094609546448] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.5882513359752926 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 4.200688739069025 Movie Vector: [1.4159539321694838, -0.5668541431102446] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.350505009758212 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 4.724898293796646 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.418310399728788, -1.0480771182111666] Predicted: 3.188830143916615 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 3.8930209331535672 Movie Vector: [1.6947524790378596, 0.95993782372415] User Vector: [1.5170337132570841, -0.5492552259193417] Predicted: 2.0437457800883236 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [2.340416518397257, 1.2457175479135578] Predicted: 3.426185534856173 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.6135231341099505 Movie Vector: [-0.7788372039794922, -0.43364524841308594] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: -1.28683533088642 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 4.250619472119584 Movie Vector: [1.8499837645869295, -0.09348695847848935] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 3.014649644450344 Movie Vector: [1.6306655482179533, -0.9374962618377047] User Vector: [2.1452788613308953, 0.06787252521231574] Predicted: 3.4346020918244995 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 4.048103930574452 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [1.3707935133953082, 0.13420546214142823] Predicted: 2.5442578357699204 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.2352630666338387 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 4.19030073508527 Movie Vector: [1.866556052211156, 0.5010409760525197] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.292931936126094 Movie Vector: [1.4617418181715804, 0.5716405924641522] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.3486192605066214 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.7642034656428454 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.007886991233983 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [2.067168460412228, -0.37605328558537743] Predicted: 3.970070554305358 Movie Vector: [1.4840232888741127, -0.20864173949194378] User Vector: [1.2485730256224725, -1.0639893687999131] Predicted: 2.0749040405911128 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.318830992746406 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 3.7075209534914397 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 3.525018608401507 Movie Vector: [1.2060644480989098, -1.060279254433604] User Vector: [1.842371590537046, -0.6166095337133648] Predicted: 2.8757971722164317 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.923572532863371 Movie Vector: [2.218690043974754, 0.21956523001860037] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.9702062167588186 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 2.7473106567145855 Movie Vector: [2.2336015869568646, 0.14304401071004202] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.4154299885202795 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.1884257343473736 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 4.193007512675429 Movie Vector: [1.9497773892748491, 0.4696851546348042] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.99852830056505 Movie Vector: [2.0287896254837663, -0.3704485657215212] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.75968286501726 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 3.5277939068865787 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.6860539735424032, -0.3023319097923323] Predicted: 3.0390217781591513 Movie Vector: [1.8747960795310745, -0.6209855883196213] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.3220151578232855 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 3.4927431148171464 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.8636670478269695 Movie Vector: [1.7451515603780738, 0.6972708421297125] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 3.615335840424646 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 3.9992778098350983 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 4.055505921626597 Movie Vector: [1.1333715604666927, -0.6764442531224961] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 1.7797871816912074 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 4.0841793720313735 Movie Vector: [1.7524135051316645, -0.713193864292565] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.546972050534999 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.0481928226036787 Movie Vector: [1.6410632949030022, -0.9474100158745762] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.0631272123779345 Movie Vector: [1.9236527618891697, -0.09299652173172968] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.232049865112116 Movie Vector: [1.357904686704046, -1.0876270654036948] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 3.0479414729047787 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.006048116963273 Movie Vector: [1.294324116462212, -0.5492345945751242] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.38832936180362 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [2.007886545850859, -0.18796922766729146] Predicted: 4.105900796973364 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.2317492827122205 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 5.292571537210093 Movie Vector: [2.080868131478684, -1.3045989951887087] User Vector: [2.1817411846188843, 0.10481378970980651] Predicted: 4.403175737470654 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 4.4402830418353805 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 3.5167714315812217 Movie Vector: [1.4248351144569917, -0.7969979603958538] User Vector: [1.3806172476941294, -0.5600444624918561] Predicted: 2.4135062284765634 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.0605168040878032 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.98413488664178 Movie Vector: [1.095391881105319, -0.40660390591721735] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 2.228362646755899 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 3.6042853728102675 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 4.895677578197421 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.6650927644647737 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 3.9675029426012216 Movie Vector: [1.9897156747048976, -0.03454560384792757] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.424263260345006 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.0731528259394154, 0.044396469914485606] Predicted: 3.977291838392364 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.8771138380186634 Movie Vector: [0.9887988281487862, -0.08880514678309423] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 1.8896693103745275 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.6110402327951343, -0.6679903066585429] Predicted: 3.968857776739603 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 3.8595434246255915 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.259087706049617 Movie Vector: [1.9636610080162042, -0.732715572913268] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.5253687586651568 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 3.8124066118573547 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 3.308688753301281 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.9188664320805195, -0.32123457460607946] Predicted: 4.4288364727402865 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [2.1160352921779064, -0.9204142569058824] Predicted: 5.234822461142489 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.6708836285900466
avg loss: 1.0260264370429655: 69%|███████████████████████████████ | 10334/15000 [00:14<00:07, 618.93it/s]
Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 3.4308796111240705 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9181916400182009, -1.286358085515905] Predicted: 4.364139953815698 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.7811649553080193 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 2.978572203409246 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.9864058478863535 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 3.490460728526981 Movie Vector: [1.588551809074082, -1.0380411556207794] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 2.878249593793201 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 4.051247215937114 Movie Vector: [1.328689901962066, -0.9815883011620745] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.2390581410032704 Movie Vector: [1.9445226260388486, 0.4399403108863258] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.56858453922587 Movie Vector: [1.6947524790378596, 0.95993782372415] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 3.0816254380245685 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 3.0864249446664767 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 5.352397731987401 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 4.061599191652557 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.5884091532939317 Movie Vector: [1.174906495222108, -0.1666038051115248] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.162895720401946 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.630909334341059 Movie Vector: [1.7376410891972789, 0.3017956105105579] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 2.967758308267717 Movie Vector: [1.8027472870976915, -0.34501712198279805] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 3.8718948572766303 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.1955367449394076, 0.33641331342933617] Predicted: 4.526856015747049 Movie Vector: [1.6270351380249788, -0.3594119894771933] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.5211694491699737 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.641070123882626 Movie Vector: [-0.0797582218835606, 0.3764598192809045] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: -0.27895395470519546 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 4.947298884129017 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.950291050522431 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.189801637785458 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.9434747081587544 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 3.6996701599039326 Movie Vector: [1.824464809978077, -0.35195231398362975] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.349440901492472 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [1.4865146892375463, -1.3052104347248383] Predicted: 3.5031073473977017 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.5763110989002302 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [2.0195305501959977, -0.15477430778481777] Predicted: 3.7286457864043037 Movie Vector: [1.495419767553441, -0.3136383074000115] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 2.76951933923145 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 3.46356706034911 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 4.063304209881172 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.689165733600339 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.440573565909049, -0.569954528837181] Predicted: 4.619300869095275 Movie Vector: [1.089061460857389, -0.4844277180376681] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.9746838519622736 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 4.175336987896907 Movie Vector: [1.8760199827007733, 1.1932548095643043] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.2159020051875964 Movie Vector: [1.8478507254636787, 0.29549333751708085] User Vector: [1.548200416677947, -0.3597326212033977] Predicted: 2.7545446702683543 Movie Vector: [1.1642260171891285, -0.675592255383212] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.4580047814524066 Movie Vector: [1.2527133722708277, -0.2867403204126389] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 2.5536728342671937 Movie Vector: [1.8578227538490677, -0.39120556703569254] User Vector: [1.781274576075679, -0.7644017337343872] Predicted: 3.6083306519748763 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.5969212115645064 Movie Vector: [1.727682128629533, -0.6645414660909341] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.5342623237955773 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 4.234529371041838 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.2271583980455514 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.410953750288697 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.2071619619111598, 1.73230736789426] Predicted: 2.9750726529239637 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 3.35039087995363 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.922613753726087 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.8178931191117877, -0.2566330819579857] Predicted: 3.7786607669818837 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [1.9704701358955254, -0.2689361063371192] Predicted: 3.131299726354332 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.7449615782145074, -0.16407194942476566] Predicted: 4.047653248409405 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.781948109196679 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.396250949644499 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.916275296266643 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 2.8416154892885803 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.7272013426346502, -1.2037010826502927] Predicted: 3.4645797828233267 Movie Vector: [1.6261094975279082, -0.49675806371222636] User Vector: [1.5515933692754125, -0.9084584975193853] Predicted: 2.9743447982707236 Movie Vector: [1.420722420064767, 0.39956160343596714] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 2.4089731733163116 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 3.463987397032548 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.1941078742735702 Movie Vector: [1.3078285670104548, -1.6514930976996711] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 2.973338108941833 Movie Vector: [1.3279803094193983, -0.3946831128062249] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.856456703154677 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.89371791376594 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 4.134679192234323 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.95645401999473 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 3.8413861565925074 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.9403938162980676 Movie Vector: [1.4020600956107174, -1.7322939623227567] User Vector: [1.531365253917007, -0.287155374062877] Predicted: 2.644503635059464 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 3.4192479755945375 Movie Vector: [2.1265286675606316, -0.010781965532245887] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.126090182466221 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.9129336309532126 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 4.022327984922315 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.3408861570728283 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.390455561398935 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.598881455307621 Movie Vector: [1.45173976404562, -0.8456174394351679] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.0807708189367142 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.5089237829201823 Movie Vector: [1.7501127901255193, -1.010220302154583] User Vector: [1.6240802418414049, -0.35905135937377136] Predicted: 3.2050445761923743 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [2.5918560260118464, -0.5012712033351396] Predicted: 4.821248198343261 Movie Vector: [1.9148451363482097, 1.1057908350387384] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.499278343059123 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 4.545557430288817 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 4.199996369174909 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 3.6880613748615625 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 3.286849568588897 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.8972216935231043 Movie Vector: [2.073571300482872, -1.0789330528407264] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.971442966169523 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [2.173370952187069, -0.4301254337971769] Predicted: 3.744803397818177 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.877363129945321, -0.19388133192306511] Predicted:
avg loss: 1.021659844507941: 70%|████████████████████████████████▏ | 10509/15000 [00:14<00:06, 702.81it/s]
4.008917112503955 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.0156899163102824 Movie Vector: [1.884788574959318, -1.3681032503159467] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.485688541458599 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 3.8265973311057078 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 4.022333438896594 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.2430174939385625 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 4.669962770918001 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.0864133554396473 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.775898051560099, 0.6326326244088109] Predicted: 3.694580716226802 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.3166388591153324 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 4.1818207255922735 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 3.9963213734962744 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [1.7908557086676204, -0.5966095191040044] Predicted: 3.762869096185992 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 4.768687026048599 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 4.023752329553434 Movie Vector: [1.5047317086529417, -0.402421532346965] User Vector: [1.3806172476941294, -0.5600444624918561] Predicted: 2.302832500896914 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.9308283726656346, -0.12520510458503067] Predicted: 3.7263877398413636 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.019331674105031 Movie Vector: [1.3340412000018693, -0.5180928065303988] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 2.8741548318713948 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.995484033836494, -0.6438274634979466] Predicted: 4.66185679243696 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 4.355456069186896 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.1352432554812957 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.16281557875338, -0.27127810951873654] Predicted: 4.267525223435755 Movie Vector: [1.8948764130794045, -0.559795040017785] User Vector: [1.9123477787513936, 0.26759322428678156] Predicted: 3.4738653398627006 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 5.029030678545261 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.454247700959662 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.8806098445154324, -0.45008003294123017] Predicted: 3.72375081646433 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.4588912015301143 Movie Vector: [2.1778403906315247, 0.3548251309266838] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.2875758131196506 Movie Vector: [2.0901697514357087, 0.964642975743208] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.365940410890336 Movie Vector: [1.9209401798588923, -0.4116098923001736] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.5217132631348798 Movie Vector: [1.674266348066603, -0.118995074014212] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.3115157007606753 Movie Vector: [2.084639970273965, -0.9563550489622986] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.843427305864246 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.26462471728074 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.368146546813197 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.1742876721467796 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [1.7070995634881134, 0.12909777567522876] Predicted: 3.4896119142562854 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.0974919595904304, -1.4633770989840371] Predicted: 4.969310790431589 Movie Vector: [1.3932264281640112, -0.762166435540649] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 2.3077193031958916 Movie Vector: [1.2244659773572208, -0.3661880819408003] User Vector: [2.0045537346006186, -0.1444301117171047] Predicted: 2.507396433386996 Movie Vector: [1.8042790624370826, -0.38502693541713173] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.288984015942843 Movie Vector: [1.590026413273074, -0.38950361378624027] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.509510829504892 Movie Vector: [1.9248314007096323, -0.15982408229589798] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.044415799401827 Movie Vector: [1.9096026860642428, -0.4534248126488881] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 3.883540274971266 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.6110933973291555, -0.3529548887496463] Predicted: 3.434182980476204 Movie Vector: [1.8543495358134658, 0.09492290887800449] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.9842784448002373 Movie Vector: [1.642854340741189, 0.0906576755092675] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.355637409702901 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.661170093403534 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 3.0361963582949274 Movie Vector: [1.7217464805654434, -0.5271857717828357] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.415036753650833 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.433349568610825 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [1.775898051560099, 0.6326326244088109] Predicted: 2.7078651696084295 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.6613309432068477 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [2.494592755552461, -0.5054327846348602] Predicted: 4.848483121381146 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 3.544843403736668 Movie Vector: [1.674266348066603, -0.118995074014212] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 3.316953452709222 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 3.9398235685253953 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.213714718110889 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.631859264476327 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 2.757934197232435 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.803286903370703 Movie Vector: [2.1233825376072475, 0.16373607596203132] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted: 4.140559791995767 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 4.05025534423573 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.6637778993190033 Movie Vector: [1.8747960795310745, -0.6209855883196213] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 3.805197472886329 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [1.8314626305089616, -0.44926227998928586] Predicted: 4.059330606907477 Movie Vector: [2.0269025418791666, 0.7137781372569627] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.7525479800841404 Movie Vector: [1.3514865035287589, -0.45276354820151515] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 2.97015706484421 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.580749867249482 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.8659037982502082, -0.6230848315080134] Predicted: 3.811636533599134 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.8348080354284335, 0.38845679468805555] Predicted: 2.983774073654936 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 4.135128351399797 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.018861337055157 Movie Vector: [1.035964420993714, -1.375748357346782] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.1054370009537844 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.6471635498370834 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.162349215087469 Movie Vector: [2.098071866951415, -0.19673898665421957] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.2437378037026035 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.4453557152751277 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.8758234372575133 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.9273453558036744 Movie Vector: [1.577225178811699, -0.6829886927386359] User Vector: [2.069432908213352, -0.1305262531939011] Predicted: 3.3531096437325933 Movie Vector: [1.8151876618963745, 0.09713546556179589] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 2.960907993880847 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 3.6269044876690555 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.0424034953467647, -0.3635827916156342] Predicted: 4.133789781708874 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.93494088894306, -0.44155776336646196] Predicted: 3.777642988225906 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.0289871565399284 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 3.5605979882220855 Movie Vector: [1.3165208004240863, -0.7876565297326767] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.4171879349015293 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 3.5709916181408436 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.352985049274861 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 2.381852922215601 Movie Vector: [1.9532243288411038, -0.3116219753807533] User Vector: [1.6110402327951343, -0.6679903066585429] Predicted: 3.354883436333422 Movie Vector: [2.0136881509368045, -0.06850382404332636] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 3.878952700448885 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.1869899094941787 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.347888781162409 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [1.478373378630236, -0.2642260059536054] Predicted: 3.202628638640914 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.2762749696526634 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 3.8494011902961938 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 3.403442234565495 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.984210631435889 Movie Vector: [1.2991230798618858, -1.1729969339821604] User Vector: [1.6640629125201296, -1.101478869333582] Predicted: 3.4538538725715187 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.0119467109572575 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.285531909635927 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.104515813478568 Movie Vector: [2.098071866951415, -0.19673898665421957] User Vector: [2.0600780659049183, 0.13257771081857633] Predicted: 4.296108629319409 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.793673221010106 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.5461329116847145 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.60360557579859 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.281364767365969 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.6412488477346772, -0.8995654255511243] Predicted: 3.000438375443965 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 3.2277981135235887 Movie Vector: [1.4330813763801025, 0.6333126093819914] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 2.728654367380358 Movie Vector: [1.0946015608391124, -0.20247997499839537] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 2.3846835203128744 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [1.6412488477346772, -0.8995654255511243] Predicted: 3.312342033735833 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 3.3417237004959013 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 3.3322806481373632 Movie Vector: [2.362331919123887, 0.2916987830860301] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 3.825820544983391 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 4.322112419246072 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.0372370744059536, 0.036192893612682624] Predicted: 3.870736436116202 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.020424466229607, 0.28443673579003886] Predicted: 4.237845766679704 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 3.6251433891215346 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 4.214180537223604 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 3.534154534842185 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.782624380816399 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 3.068934689591146 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 2.74949558774569 Movie Vector: [1.3842544755953237, -0.8470749703919552] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 2.7121290871403003 Movie Vector: [1.8742361448727265, 0.4468072928402911] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.3966501299122718 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.3666581773123676 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.055108537045787 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [2.1671103365861017, -0.31640194086002593] Predicted: 4.416131385947597 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.507380884082112 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 2.8625766135888018 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.579232893710323 Movie Vector: [1.9316243572185468, -0.1979725989831313] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.808889690657761 Movie Vector: [1.997411928850655, -0.00044602298880188577] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.1000414121677835 Movie Vector: [1.7610810767581786, -0.39466525167033145] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.51308546857462 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.9003758604364407 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [2.3659085228259187, 0.19402311107020012] Predicted: 3.414108183682224 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.541106207816134 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.6989177432624465, -0.4702556376318362] Predicted: 2.928265758643412 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.811517000324219 Movie Vector: [1.6745586860782344, -0.27901570904574985] User Vector: [2.3361520791990755, 0.9210722136167842] Predicted: 3.6550301394579137 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 4.931518856016611 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.543878889395058 Movie Vector: [1.9898981119733958, 0.80651649340826] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.9180019500542875 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [2.1508129023073557, -0.6019382225081028] Predicted: 4.500981952062472 Movie Vector: [1.3618361029438872, -0.5481349644196204] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 2.773458321696704 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.9783141783572447 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.633567950033254 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.8659037982502082, -0.6230848315080134] Predicted: 3.5873459273656074 Movie Vector: [1.7191903885109776, -0.44125131449629523] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.477867016490366 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 3.640782754467268 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 3.4277949901656526 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 4.419440764438809 Movie Vector: [2.0136881509368045, -0.06850382404332636] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.5103159825041126 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.4606399156333678, 0.09298455520384998] Predicted: 2.752243371357403 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.6918732868175466, -0.42426287682018066] Predicted: 3.5781957537913756
avg loss: 1.023584715474381: 71%|████████████████████████████████▍ | 10583/15000 [00:14<00:06, 704.79it/s]
Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.617505063278184 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.0968772140899397, -0.03165003170284524] Predicted: 3.721105477466036 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 3.5325126379216494 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.114835163367422 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 2.8669188222035693 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 1.9483219152268487 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [2.3659085228259187, 0.19402311107020012] Predicted: 4.919744897387831 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 4.352569113596344 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.7668744648539554 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [1.9262484938791684, -1.0268040447865252] Predicted: 3.6624958818532196 Movie Vector: [1.5979802910493337, -0.9208232481435051] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 3.3967890601283353 Movie Vector: [0.45173922854153187, -2.2867776585084014] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 2.7661503889076053 Movie Vector: [1.9445226260388486, 0.4399403108863258] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.633967240245734 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.6216469458419644 Movie Vector: [1.2823958031965357, -1.3217867246926234] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 2.2328489627545824 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.9308283726656346, -0.12520510458503067] Predicted: 4.038544845588698 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.139569745412375 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 3.7638091614363347 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 4.189213655241374 Movie Vector: [1.526063345422964, -0.4490698189968296] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.516865274169614 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.721317800316706 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.9512231073144912, 0.24759642996025008] Predicted: 4.6244467782759715 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [2.121217301730456, 0.6918316490141175] Predicted: 4.15414661530967 Movie Vector: [0.9887988281487862, -0.08880514678309423] User Vector: [1.8590240809382355, -1.438049567092442] Predicted: 1.9659070356191108 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 4.273751173845246 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 3.7300288124773457 Movie Vector: [1.8499837645869295, -0.09348695847848935] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 2.2787108803215452 Movie Vector: [1.853560039954018, 0.2881480139707804] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 2.5769552008221974 Movie Vector: [2.0874111809494105, 0.8380597717238493] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 4.10160153563485 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [2.032730999926283, 0.09408626320373917] Predicted: 3.410601054054524 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 3.9036430383352125 Movie Vector: [1.202073103645989, -0.825234609873918] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 2.173788283633531 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 4.163271315267346 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.0543440441100267 Movie Vector: [1.622192059794688, -0.5834544193059331] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 2.485265496410404 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.884500321721397 Movie Vector: [1.4267534977127945, -0.6886185907066922] User Vector: [1.747766451159787, -0.2728385013581004] Predicted: 2.681513561673045 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.535656924458955 Movie Vector: [1.8016070240708215, -0.3526028542898044] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.40320410923381 Movie Vector: [1.3795755296294938, -0.7287930429549457] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.3769567147362443 Movie Vector: [2.084639970273965, -0.9563550489622986] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.3886042416297926 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 4.0361861578363465 Movie Vector: [1.7521653009174611, -0.47107407136876855] User Vector: [1.8527429696398665, -0.5723965477888899] Predicted: 3.5159531151260874 Movie Vector: [1.8409090270535515, 0.49300735022197556] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 2.7593231822517335 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 2.6868588933004705 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 3.0491794912999612 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.9608173806335027, -0.3543252062601249] Predicted: 4.090600520980547 Movie Vector: [1.3827030493652823, -0.6493959954368881] User Vector: [1.6371025151149574, -0.8645575674957837] Predicted: 2.825066861929444 Movie Vector: [2.103192511796954, -0.35496391402519034] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 4.033390678551119 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [2.3124708812429002, -0.4965026516802161] Predicted: 4.031724757774534 Movie Vector: [1.3873453144394539, 1.3379123413151874] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 2.2112887008330815 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.9714795063304433 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 3.097451304623576 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.134097954147271 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.730542707413401 Movie Vector: [1.5625550927277712, 0.11251728671511152] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.2009550028786746 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.2056401412760622 Movie Vector: [1.0124517559690742, 1.9822183457015745] User Vector: [1.983697449056887, -0.6168036364518009] Predicted: 0.7857584817388144 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.3866588713706025 Movie Vector: [1.18582680849752, -0.7446011309840562] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 3.1943843844333863 Movie Vector: [2.1030373751300835, 1.535928418088261] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 3.164399100818468 Movie Vector: [1.9466489730862937, -0.45129353942342854] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.506666234577877 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.8036428709389893, -0.41613840600154983] Predicted: 3.12115817070293 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [2.0419191349910437, -0.013630092929060072] Predicted: 3.8684219795225823 Movie Vector: [1.6177094758788477, -0.7130000926571112] User Vector: [1.842371590537046, -0.6166095337133648] Predicted: 3.420064634772651 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 4.182874592518579 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.278497139732535 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.752556423195097 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [1.6282984683169393, -0.6083303852690761] Predicted: 3.3812915803540804 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 4.068763577498133 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 4.229729211431734 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 4.176380847715733 Movie Vector: [2.003425639918017, 0.6221427201859877] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.342705020794452 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.9066861195243026 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.042901570039156 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.8178931191117877, -0.2566330819579857] Predicted: 3.329550751409122 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.8977761379419156 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.8287308164344216, -0.9283847248931386] Predicted: 3.7880220859111473 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.200638080539987 Movie Vector: [1.7103257522183735, -1.0162819882239646] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.5874039894093097 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.637181522321683 Movie Vector: [1.2972494950290259, 1.0600207804868944] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 1.953506216843668 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.215666171459987 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.8480199382768174 Movie Vector: [1.5731579098625523, 0.21148295870472122] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.445756466254053 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.7215480292453504, -1.4053312587628137] Predicted: 3.5459823056554187 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 3.266619862470116 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.788817206884573 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.404299389737698 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.337386640443297, -0.7144208752982192] Predicted: 2.7531696940354125 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [1.515051941036022, 0.12282329111817997] Predicted: 2.515679751389715 Movie Vector: [1.7880571772526417, -0.2536580961052318] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.2456779194879313 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.4732422274987087 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.9824754353613008, -0.03735867353886629] Predicted: 4.333903670571255 Movie Vector: [1.5747645999761526, 0.18868886989087463] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.3789223449703094 Movie Vector: [1.7490965509605323, -0.22079872401802864] User Vector: [1.8835633602889283, -0.4322430254297521] Predicted: 3.3899728854775764 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.4062396687157588 Movie Vector: [1.8720429065318194, 0.8704765559558232] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.089836208491671 Movie Vector: [1.5497112393415013, -1.0839428431406717] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.0875183052144815 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.2693946351401415 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 3.535845573266617 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.3854183256903827 Movie Vector: [1.580772696610819, -0.3209428674408941] User Vector: [1.6203531482383686, 0.8813590649364765] Predicted: 2.278544110056858 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 3.79906972148109 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [2.1955367449394076, 0.33641331342933617] Predicted: 3.9755916833178073 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.9659511561462297 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 2.7141856176667036 Movie Vector: [1.49186160845158, -0.33162291162057683] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 2.650615552719083 Movie Vector: [-0.1449871063232422, -0.44419288635253906] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: -0.03520977826083896
avg loss: 1.0276224861726333: 71%|████████████████████████████████▏ | 10724/15000 [00:14<00:06, 621.52it/s]
Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 3.9415303973413125 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 3.1576088211854745 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.5201526377299657 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.4630428759642293 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 4.441229187956605 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 3.740774967433752 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.7922825998081793 Movie Vector: [1.4190914047909242, 1.2261954261778878] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 2.1235808908480234 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.386166174074719 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.226653434889426 Movie Vector: [1.0887022399953732, -2.5504063831827652] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 3.9408338149227906 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.0945599207263834, -0.24076657923641398] Predicted: 3.8295587587742004 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 3.188250350659934 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.7315152117858554 Movie Vector: [2.4329806899553, -0.6181456385191192] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.973482151508033 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.8258043096263035, -1.1081232182310563] Predicted: 4.478188343249793 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 4.01946228127722 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 4.272653914256949 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.802444186787784 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 3.806958920418035 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.7794726570409094 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.8243244068686524 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.3726798660333905 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.531634294828739 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.9704701358955254, -0.2689361063371192] Predicted: 4.778508361269912 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.556454095404494 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.9800799681589485 Movie Vector: [1.1013715059144198, -1.8130241315522826] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 2.451180166194968 Movie Vector: [0.8930042267178556, -0.4096025592829645] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 1.8602384938504053 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.7944583944144394 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 3.359762291926848 Movie Vector: [1.294324116462212, -0.5492345945751242] User Vector: [2.0452974734250193, 0.38212319467734945] Predicted: 2.4374025672868673 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [1.966895543345721, 0.9775263292250846] Predicted: 3.370970972702578 Movie Vector: [1.908023397543913, 0.5489928069617782] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 3.322544969337318 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 2.913927915271621 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.546025802769153 Movie Vector: [1.9480511925326165, -0.9035713359233443] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 4.0291609288985635 Movie Vector: [1.1512167959540798, -1.0323037595806899] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.010070964200031 Movie Vector: [1.4335042805385776, -0.04489523035329912] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.634604634828955 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 3.8885495351040746 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 4.036245920599006 Movie Vector: [1.1191370497439244, 0.23624972756299487] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 1.9534539570139096 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.675906775261054, -0.0815397682618363] Predicted: 3.0038061238139986 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 2.456667732199283 Movie Vector: [1.824377053891704, -0.8879754625028048] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 3.7572915193535943 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.1362758538633417 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.8970975150093485 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.376987122887462, 1.3692324914604521] Predicted: 4.189059878261 Movie Vector: [2.0390738152154433, 0.7223587684801055] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.562925268920531 Movie Vector: [0.40906634595538927, -0.8343015276695809] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 0.8695177673857633 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.937787688363261 Movie Vector: [1.8642053987981242, 0.518201595712373] User Vector: [1.9921301482713143, -0.30847666026283077] Predicted: 3.553886679927669 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [1.8581416236815662, -0.4159882217497345] Predicted: 3.6920250401068104 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 4.197099866184426 Movie Vector: [2.1360791368092253, -0.2442634306842975] User Vector: [1.8418526713581571, -1.281314150060157] Predicted: 4.247321254442527 Movie Vector: [1.365178585377498, 0.14962941765005716] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 2.8430308172166607 Movie Vector: [1.858504260126472, 0.33506608279425465] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.2110395140441117 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.053898064863756 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 3.8291240297307843 Movie Vector: [1.8478507254636787, 0.29549333751708085] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.326326601093247 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 3.7904423325446537 Movie Vector: [1.590026413273074, -0.38950361378624027] User Vector: [2.0817512223643466, 0.13690205345500153] Predicted: 3.2567155848673393 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.9327264846908188 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.621695029660343 Movie Vector: [1.9355154426474597, 0.3823603885924785] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.624013483417046 Movie Vector: [1.717235450103838, 0.04797108914906392] User Vector: [1.8244265339096963, -0.24068564474698312] Predicted: 3.121423967618745 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.7145190444205063, -0.5619103209473648] Predicted: 2.2699567233577165 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.087526623241684 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 2.876907499667322 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 4.336382186784736 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.525239226194576 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.9391644779966244 Movie Vector: [1.824377053891704, -0.8879754625028048] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 3.919355040143299 Movie Vector: [1.823018703033133, -0.4529145161218219] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 3.4664238712896913 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.2683056009672495, -0.645732559897679] Predicted: 4.3562242717432005 Movie Vector: [1.9429988018650186, -0.14520024043153343] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.11651787465922 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.2989851187142256 Movie Vector: [1.588551809074082, -1.0380411556207794] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.765383487622375 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.8298900978019361, -0.6755251190857662] Predicted: 4.28563682024976 Movie Vector: [1.4864586904064854, -0.6812737439503115] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 3.323482219057104 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.599391929895259 Movie Vector: [1.0601452049043443, -0.46875828946842035] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 2.7883827721987378 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.2079688178882493, -0.9286881247641553] Predicted: 4.114783292176804 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 2.9930745867985076 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 3.28458091913061 Movie Vector: [2.0775110810343236, -0.1081339620147409] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.53340783568733 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.8330670150501027 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.7453738288842002, -1.046985736565544] Predicted: 3.3039326460296294 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.003058121435007 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.714085882535839 Movie Vector: [1.9706788420006105, -0.5292532054797274] User Vector: [2.2283730592811164, 0.2705020530975956] Predicted: 4.248243561318719 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.4339264534634237 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.9682191721733866, -0.10202390226367015] Predicted: 3.4873074383326506 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.2893612377985195 Movie Vector: [1.46535556084303, 0.12014252227354741] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 2.7945711523862724 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.894127177121878, 0.11142932217479593] Predicted: 3.9046633877434376 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.445844473107747 Movie Vector: [0.9869426865955901, -1.1005478120719037] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 2.156943124299604 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 3.8809521353568925 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 3.983996303992148 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.051427522573214 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.518516699788228 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.4125176443275282, -1.6899647842838081] Predicted: 3.2944420088822497 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.7198947572521028, -1.1208285753432798] Predicted: 4.125495257528016 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.734532345455332 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.7645426372847264 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.2731244877714478, -0.9026175027152207] Predicted: 2.040703949889001 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 2.8849932329605377 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.6928196800354076 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.7533732676133016
avg loss: 1.028835741907138: 72%|█████████████████████████████████ | 10791/15000 [00:15<00:06, 633.61it/s]
Movie Vector: [-0.9167194366455078, 0.5649662017822266] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: -1.3965657345078148 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.290359716784139 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.8472156253958465 Movie Vector: [1.6689356131672033, -0.13958774953197267] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.994141939482235 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.352132647675927 Movie Vector: [1.6526730721830416, -0.2274164426758062] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.53122065110709 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 2.760123248492704 Movie Vector: [1.5761447679411915, 0.04128892337957484] User Vector: [2.136840849531964, 0.5774417037809095] Predicted: 3.3918124711763973 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.1131605270885454 Movie Vector: [1.184691469636977, -0.07194687997417795] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 2.6001586357015363 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.9576476798211333 Movie Vector: [2.0390738152154433, 0.7223587684801055] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.6012397954175817 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.8296276746051543 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.9921301482713143, -0.30847666026283077] Predicted: 3.8365298431556543 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 3.405386974175117 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 4.084363884380361 Movie Vector: [1.6241443991180253, -0.6187091337060737] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.699690492607114 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [2.0291151431579317, -0.8579609052756539] Predicted: 4.483367223335502 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 3.9320813829252623 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.521529667904689, 0.863427879186334] Predicted: 5.565749539527813 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.437658034187407 Movie Vector: [1.9314182200125456, -1.0365309836406453] User Vector: [2.0291151431579317, -0.8579609052756539] Predicted: 4.808373019069187 Movie Vector: [1.2773435788514684, -0.08809151486424585] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 2.3117979925537133 Movie Vector: [1.9848669654325028, 0.21951153853574282] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.382993548189034 Movie Vector: [1.8181993971425374, -0.5721664794409874] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.9516558628376677 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.8616350762972997 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 3.239191558579973 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.3937217415444016, -1.9075783485649032] Predicted: 2.876319359655497 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.6752267759499369, -1.0134195818858136] Predicted: 2.6826737099990776 Movie Vector: [1.5165021509118208, -0.15142285141283335] User Vector: [2.155813925083258, -0.4503725207261186] Predicted: 3.3374931456407504 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [1.7187575824730297, -0.49512479016342875] Predicted: 2.5340378189434216 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 3.4656483468816615 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.683648015921561 Movie Vector: [-0.3565236591265699, 1.3528424208838852] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 0.19056978260578805 Movie Vector: [1.9088037063374745, -0.16261880744038262] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.8690514247944217 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 4.014419153758993 Movie Vector: [1.08640396342672, -0.7238788612943236] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.0627782105943995 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 3.7637184528976815 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 3.834952319332227 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [2.1452788613308953, 0.06787252521231574] Predicted: 4.2472125239957395 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.528371999100699, 0.6344892558445325] Predicted: 4.037486589010347 Movie Vector: [1.092279695406574, -1.6586613169893978] User Vector: [2.3598022304318746, -1.5277628942569597] Predicted: 5.111605275711665 Movie Vector: [2.080868131478684, -1.3045989951887087] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.3362557659567527 Movie Vector: [1.495419767553441, -0.3136383074000115] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.188900058321796 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 3.3761173306632966 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.854151352457774, -1.143218491018261] Predicted: 4.669590780518187 Movie Vector: [0.4703892880135062, -0.32843424272653304] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 0.591738946124193 Movie Vector: [1.310446403807117, 0.1397963917897476] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 1.9473238790145062 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 4.481884458008466 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.0974919595904304, -1.4633770989840371] Predicted: 4.381568654743577 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 3.5760119575702505 Movie Vector: [1.0184270898739964, -0.7521738399875453] User Vector: [2.727859762849193, 0.40565177693077015] Predicted: 2.4730056251110857 Movie Vector: [1.3530907485984176, -1.3002708814967983] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 2.892349643610015 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9012050659657376, -0.19251689544999273] Predicted: 3.8045785182713 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.43883009873333 Movie Vector: [1.418459428092663, -0.15114063502843103] User Vector: [1.5505866095843779, -0.9311265974706172] Predicted: 2.340175260672769 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.239727181728118 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.1227402868811454 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.8321058356447724 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.72398246722379 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 4.282132893707192 Movie Vector: [1.1480747077224982, -1.364747668668] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 3.954477885195408 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.6220034958162497 Movie Vector: [1.4875972928765169, 0.05867803017515138] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 2.414357236715739 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.7272013426346502, -1.2037010826502927] Predicted: 4.218530911493791 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.4710601980733 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.9899811908352 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 4.322723965563439 Movie Vector: [1.4401974298397118, 0.611028823860158] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.010296765209048 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.1710596904230735 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.805629986018919 Movie Vector: [1.85256137673613, 0.4351011697597573] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.242806357719239 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 4.077400177157028 Movie Vector: [0.8989896984784834, -0.3792123893183832] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 2.2770043361487846 Movie Vector: [0.8572393972597816, -1.707171481584663] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 2.7246443876700637 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.601946484754754 Movie Vector: [1.2292040253457626, -1.0841503114550972] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 2.535849018830989 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [2.144473292187239, 0.012909102537426227] Predicted: 3.4242041913538617 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.729208819814576 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.9223623189472576 Movie Vector: [1.2724633039510374, -1.0376925897192013] User Vector: [1.8343734971918668, -0.9048106195831567] Predicted: 3.2730882359576627 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [2.0471048408783377, 0.15056281296474128] Predicted: 3.9555714617938644 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.6277046848011274 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.215561367422652 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.1882970203454875, 0.3098432806509722] Predicted: 4.024762820599019 Movie Vector: [2.1025842406078388, 0.3094439472936122] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.651382086733254 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 2.901882025400468 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.5459704005801145 Movie Vector: [2.362331919123887, 0.2916987830860301] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.683511703358524 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.8232886210420374, -0.6515457196010076] Predicted: 3.4299638174711764 Movie Vector: [1.214804017420236, -0.7135517750522566] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 2.762652189050458 Movie Vector: [1.4941521428276952, -0.8410598213371077] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.139144190913357 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 1.999212234283751 Movie Vector: [1.0269923755892423, 0.3928580328952428] User Vector: [2.0815239184741334, 0.03529635908511486] Predicted: 2.151575652078121 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.8384867350425682, -0.45805117703698767] Predicted: 3.6244298829645842 Movie Vector: [2.2067873472005206, 0.37320408492154633] User Vector: [1.9575043780895824, -0.782994384698898] Predicted: 4.027579190817453 Movie Vector: [1.846184038965673, 0.10089060453252395] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 3.6533156976264958 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.719118307579512 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 4.128318951287743 Movie Vector: [1.1248715808045315, -1.8639446336360652] User Vector: [1.7453738288842002, -1.046985736565544] Predicted: 3.914844863156677 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 3.0731067987717555 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 3.4340910970618355 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.07367663751454 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.4380478552609617 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.387288710297547 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 2.6158535541066854 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 2.5030431151936496 Movie Vector: [1.673824037451388, -0.018513052138806337] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 3.3939531909504645 Movie Vector: [1.3660808251372312, 0.42356868620418825] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 2.4762736893701427 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 4.226750719958723 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.3472931540330904 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 3.56018317622814 Movie Vector: [1.6310860491330388, -0.9289992829821061] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.14317481724924 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.7911776017311665, -0.9122391411724867] Predicted: 4.306683394378469 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.763384753425422 Movie Vector: [2.0627262247614464, -0.0690454409015909] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 3.973249512186719 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [2.204539750415655, 0.3146117325204614] Predicted: 3.361566256759907 Movie Vector: [2.0693833498324636, -0.056403230188363615] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 3.7580825493509407 Movie Vector: [1.3165208004240863, -0.7876565297326767] User Vector: [1.742215377736728, -1.75261528916834] Predicted: 3.6741216602318754 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.7936854966629805 Movie Vector: [1.935549250471649, -1.2366833481979993] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.00562283164069 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 3.113381460321729 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [2.1508129023073557, -0.6019382225081028] Predicted: 4.052071386594069 Movie Vector: [1.8967971846082003, 0.011778543666616032] User Vector: [1.8835633602889283, -0.4322430254297521] Predicted: 3.567646485477586 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.7354025123701207, -0.6241417766205605] Predicted: 4.244702911885113 Movie Vector: [0.4644156245305093, -0.46776976352771255] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 1.4067686418925998 Movie Vector: [1.6882102013993836, 1.0883186711250412] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.9069955464245156 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.209479862063705 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.835740570257798 Movie Vector: [1.4453207958583207, -1.1292018723899533] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 2.8578178392752687
avg loss: 1.027534605004537: 73%|█████████████████████████████████▌ | 10939/15000 [00:15<00:06, 675.16it/s]
Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.3224663226599143 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 4.746297364393587 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.625594560451375 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 5.122213477561517 Movie Vector: [1.7040333496624926, -0.47632568361159533] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.286274298164343 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.8432089078626963 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.568964604658063 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.7413929718487102, 0.05163358816554298] Predicted: 3.733152683773692 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 3.1369139469459912 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.27921427353347 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.41336519242662 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.86156787307198 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.2120927917187423 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.7753051978313668 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.5065961889463035 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 4.155425014646878 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 1.9012968350066124 Movie Vector: [1.4002286531259545, -0.8816390380999054] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 3.2089232202256346 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [1.9282599242587948, -0.04357862817795649] Predicted: 3.3017012397537133 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.61300609449923 Movie Vector: [2.0996422724678436, -0.3728473396987212] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.5272144153033365 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [2.0987386458844006, -0.6810336997862474] Predicted: 3.4452862128158985 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9334144827587074, -0.05535412817762515] Predicted: 4.039270219429565 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.2328814420404326 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.12817464441101, -0.14952409100048222] Predicted: 3.749841665081891 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.264518573547955 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.987188810750744 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 2.090194666594203 Movie Vector: [1.7036927129489319, -0.5716847492641534] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.217932917073255 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.7843937394177534, 0.04092151201723565] Predicted: 3.6155749325620947 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.6053612801368886 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 4.169225564463776 Movie Vector: [2.1611941775376766, 1.2922634132875785] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.622941045683936 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.689745630092715 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.529045900764576 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.9012050659657376, -0.19251689544999273] Predicted: 4.405420969966577 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.9282599242587948, -0.04357862817795649] Predicted: 3.8656710022635212 Movie Vector: [1.4700147064028142, -0.1118226213422577] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.734468104080375 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.101235113352517 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.4216570263649286 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [2.0570129528141363, -0.22123524494068292] Predicted: 4.895449233478321 Movie Vector: [1.8448623160127589, 0.3903757723977474] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.811083681243298 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [2.0372370744059536, 0.036192893612682624] Predicted: 3.67844948745478 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.371605730495072 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.797157277803699 Movie Vector: [1.6359888879204572, -0.22335527833863003] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.1410638714303127 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.5974872832695035 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.7903494584018205 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.055523250707657 Movie Vector: [1.3348814468144576, -0.2459010693090841] User Vector: [1.430930748359943, -1.0224640942651773] Predicted: 2.1615479217719664 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [0.9402588008947995, -0.43891157027762284] Predicted: 2.0540043286984093 Movie Vector: [1.6065581331122498, -0.6645509695255036] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.505487680321236 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.9123477787513936, 0.26759322428678156] Predicted: 3.7730572431317015 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.067168460412228, -0.37605328558537743] Predicted: 3.7338077096505997 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.182090320300276, 0.13905605743643212] Predicted: 4.511308541103408 Movie Vector: [1.0829804736967268, -0.050889306077089955] User Vector: [1.5014321715612826, 0.1731257968400431] Predicted: 1.6172114727157099 Movie Vector: [1.799742039338675, 0.6902804350319768] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 2.7185503001000657 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 4.276821711235013 Movie Vector: [1.6845000601050941, 0.04827825081893147] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 3.135394954599088 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.771825810517182 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.643304596679806 Movie Vector: [1.365180285062452, 0.0011370055973350373] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.828124932558189 Movie Vector: [2.1616287732643618, -0.3846230910493269] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 4.450384035771835 Movie Vector: [1.1480747077224982, -1.364747668668] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.150337962208029 Movie Vector: [1.350770094018339, -1.1159999288642273] User Vector: [2.0736862883796165, 0.7632954663379098] Predicted: 1.9492357365835806 Movie Vector: [1.2456072361877502, -0.13262261703543166] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 2.245592557438753 Movie Vector: [1.9647855568662496, -0.037160161949703015] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.3235601532002663 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 3.240555579814915 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 4.194047929663328 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 3.4534991848641905 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 3.4133614143642346 Movie Vector: [1.7404529293733517, 0.9861300797388555] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.663949631432513 Movie Vector: [1.7291180743954775, 1.1681118319595818] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 2.1467287856398802 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.2327105797934164 Movie Vector: [2.042465509578673, 1.2948414186227342] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 3.621899799568773 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [1.9696153318287664, -0.20130838742998386] Predicted: 4.048509139572082 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.2834695844829143 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.301940992133251 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.78755603384933 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.9181916400182009, -1.286358085515905] Predicted: 4.0360406979990335 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.064633855216177 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 4.469080820012232 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.8433549557552065, -0.7028598368888862] Predicted: 3.418476643275422 Movie Vector: [1.435613678036637, -1.5662717510650241] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 3.344213855185144 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.578312390789552 Movie Vector: [1.2292040253457626, -1.0841503114550972] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.1444755272840035 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 3.808783994438568 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.825223554904707 Movie Vector: [1.945925179193651, -0.4468829057313955] User Vector: [1.675906775261054, -0.0815397682618363] Predicted: 3.297627920535234 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.8341662784849024 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.043159524348144 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 3.8661922250118996 Movie Vector: [1.9209401798588923, -0.4116098923001736] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 3.0024453645308853 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [2.2658138848539946, 0.9800331729521548] Predicted: 3.4920753987843525 Movie Vector: [1.9314182200125456, -1.0365309836406453] User Vector: [1.7051917222259505, -0.5748554388843854] Predicted: 3.8892938344397794 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 4.067031660236518 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.6911971772825747 Movie Vector: [1.7690419769993606, -0.8688308853642634] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.6119686074159136 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.9295028188539183 Movie Vector: [1.5716193397510965, -0.5681748902086033] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 3.4618005673692274 Movie Vector: [1.3917012362560566, -1.229430291344724] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 2.7891261770901123 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [2.0815239184741334, 0.03529635908511486] Predicted: 3.5603525825767073 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [2.153481818589459, 0.30306349439599156] Predicted: 4.555766106102259 Movie Vector: [0.9067119164470052, 0.07162107723252366] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 1.6727318549331087 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.2430477564760136 Movie Vector: [1.7127550226166903, -0.4048837480810076] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 4.483563373021155 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [0.9985740686166253, -1.6862201220540696] Predicted: 1.6335806222744538 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.367556723684922 Movie Vector: [1.3795755296294938, -0.7287930429549457] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 2.8740304006054127 Movie Vector: [1.921393995288875, 0.0194625953453158] User Vector: [2.1955367449394076, 0.33641331342933617] Predicted: 4.225038594350712 Movie Vector: [1.842660254360953, -0.003277087382429692] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 3.3175607415543205 Movie Vector: [1.8210200483362358, 0.070115111873626] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.7541811535829632 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.7728301338940209, -1.4704242046955434] Predicted: 3.0441568335260523 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.6949446549172644 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 3.4648854881893443 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 4.278711820666331 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.7520667525676727 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [0.9402588008947995, -0.43891157027762284] Predicted: 2.0192060874145454 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.3876149319276365 Movie Vector: [1.2740747404256543, -1.399379587898088] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 2.5545320794607553 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 3.662358357281982 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 2.929662076961886 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.9954502554608506, -0.138354126630015] Predicted: 3.405335170657567 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.4387100102203547 Movie Vector: [1.5761447679411915, 0.04128892337957484] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.5433611471778654 Movie Vector: [1.7912087145714362, 0.2798191010546242] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.1555909161632 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [2.073336307150795, -0.15057709367132355] Predicted: 2.869832965322106 Movie Vector: [1.0985657594193121, -1.068154153119291] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 2.8580474769875 Movie Vector: [1.5488382115785415, -0.11707212945149092] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 3.594157045995731 Movie Vector: [1.2983847047354466, -0.46800101661645427] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.6593311389808703
avg loss: 1.0285148855141768: 74%|█████████████████████████████████▎ | 11086/15000 [00:15<00:05, 701.09it/s]
Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 4.47330060468056 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.075500996955258 Movie Vector: [1.5994486615176315, -0.23014734864966346] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 3.069438312969881 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 4.178319828250377 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.53562803084326 Movie Vector: [1.638160243076004, -0.9476047607160452] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 3.3861717134466236 Movie Vector: [1.3030756283900302, -0.3275741741345225] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 2.4402450462647756 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 4.128147584730192 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 2.219490271835283 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.041572802254163 Movie Vector: [1.9587802488761021, -0.15451431437893354] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 3.2789347178299715 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.2926865516494095 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.5014321715612826, 0.1731257968400431] Predicted: 3.454546502073018 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 4.3149930695222745 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 4.202823565790622 Movie Vector: [1.4864586904064854, -0.6812737439503115] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 2.5559630773041255 Movie Vector: [1.8499837645869295, -0.09348695847848935] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.2301351097405 Movie Vector: [1.8127513728981546, 0.18576124887308448] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.7277848547065937 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.647939979415355 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.9449444095769235, -0.5311587723508729] Predicted: 4.710601608781408 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.473911565602149 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 3.930335245493878 Movie Vector: [1.2762239453535298, 0.07419531565335279] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.2070284040898414 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.7583442598436867 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 3.7622788036166157 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 4.940153550994198 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 3.463482100723918 Movie Vector: [1.4482232687812382, -0.733966943976256] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 2.7810154816251087 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 2.69652215334575 Movie Vector: [1.7470619676849246, -0.183491578298962] User Vector: [1.708424764789831, -0.1614545134419654] Predicted: 3.014349474710334 Movie Vector: [1.0142828900067333, -1.2027673381834436] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.8251250826946683 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.6681522221575817 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.700215017496814 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 4.309807651808123 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.889559026610578, -0.0777703897049089] Predicted: 3.593364100253287 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.8214444820246145 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.448045996680691 Movie Vector: [1.1339321416273636, -0.7882928265630695] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 1.4153302990279908 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.1461472281403156 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 3.205899972792448 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 4.275230439211403 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 4.657814194042168 Movie Vector: [1.946343282226396, 0.14664320227529998] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.511520014991257 Movie Vector: [1.2690172877109451, -0.9164373269999572] User Vector: [2.4025308548736084, 0.778227850138683] Predicted: 2.335656138315547 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [1.9505291528888011, -0.7853510909804959] Predicted: 4.481866386911669 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.0557883898746487, -0.4038913746525356] Predicted: 4.282887747729916 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 3.8942677534185184 Movie Vector: [1.1512167959540798, -1.0323037595806899] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 2.725289442979805 Movie Vector: [1.6011038080925606, 0.3693372374461307] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 3.450650187228067 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.517923906893756 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 4.02790393339634 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.8108489833847434, -0.8855861101890142] Predicted: 4.509161720588409 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.813830073893679 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.529835833897369 Movie Vector: [1.8127513728981546, 0.18576124887308448] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.600053761750837 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.8300176410277884, 0.24538136983912257] Predicted: 4.333405030202289 Movie Vector: [2.0901697514357087, 0.964642975743208] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.168068176527153 Movie Vector: [1.5436293080400778, -1.3275675386847374] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.7742816551670244 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 3.7609492666618607 Movie Vector: [1.507900822696107, -0.17315874417813878] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.36145291364394 Movie Vector: [1.6824269473561815, 0.5657622263735511] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 2.6175047553544637 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.7666362905684534, -1.0964837261091174] Predicted: 3.351355648553163 Movie Vector: [1.37287068591769, -0.045192370926261875] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 2.70896888848346 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.3009205962738353 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [2.575385330114598, 0.2697400317831761] Predicted: 5.230744630310315 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 4.221094252402858 Movie Vector: [1.6845000601050941, 0.04827825081893147] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 2.993419362863299 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.016434673478948 Movie Vector: [1.192148340756778, 0.3135714573804918] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.3118986285800276 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.459444800545516 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.5330728959702835 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [2.038447029777396, 0.6226629129751694] Predicted: 4.70752813469422 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.35433754731476 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 4.02435531148903 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.8641907421502926 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.943523611729506 Movie Vector: [2.096426487507864, -0.26996030533950616] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.4840909400041493 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 4.2364404046135675 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.578615441796316 Movie Vector: [2.1611941775376766, 1.2922634132875785] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.1994830557316787 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.288770341781435 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 4.1645083900412185 Movie Vector: [1.9848669654325028, 0.21951153853574282] User Vector: [1.8837134775190083, 0.05442743237829926] Predicted: 3.750868103287372 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.284668743935868 Movie Vector: [1.5486618704959914, -0.17802132312723723] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.6038808535998683 Movie Vector: [2.044497301846825, -0.3597740731363865] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 4.022537858360183 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.3142337642075397 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.2866964875387337, -0.9914167237380825] Predicted: 2.937403988895597 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.2438415069956874 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.9552866276463927 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 3.6991466724751154 Movie Vector: [1.4246207688244923, -0.2103839863671286] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 3.2475420659499132 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 4.016270671940892 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.539928124653975 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.8754894898732117, 0.6424356661519153] Predicted: 4.076004422519716 Movie Vector: [2.0775110810343236, -0.1081339620147409] User Vector: [1.9696153318287664, -0.20130838742998386] Predicted: 4.113665950768961 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.05984929191186 Movie Vector: [1.491537921987868, 0.05314119944852196] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 3.2240885987644834 Movie Vector: [1.3074605520386273, -1.4292088801340748] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 1.9689228481741812 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.9316617412399144 Movie Vector: [2.130626934290952, 0.017730259429483326] User Vector: [1.854151352457774, -1.143218491018261] Predicted: 3.930235251368193 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.231586438769351, -0.42616044849707047] Predicted: 2.419009113306824 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.237782202264165 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 4.183808464417747 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.4420813517958977 Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.3863121217094583 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 2.3610679552288283 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [2.2079688178882493, -0.9286881247641553] Predicted: 4.2421019213552675 Movie Vector: [1.091460530707266, -0.1995566436511059] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.036730154960217 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.822493212145481 Movie Vector: [1.2435657685740462, -0.5733155099362759] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 2.076417638630814 Movie Vector: [1.5454618189548155, -0.8501323006061428] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.503858761980303 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 2.8021916028823344 Movie Vector: [2.131989938835851, -0.37925708949466247] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 4.591861959649007 Movie Vector: [1.9706788420006105, -0.5292532054797274] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.9055868597433845 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.268476355062311 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [2.0570129528141363, -0.22123524494068292] Predicted: 4.486623793303866 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.306748917418315 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.558265065356206 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.254887028875419 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 3.4474291554349814 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.6251044104310433 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.6831599805036204 Movie Vector: [1.2664889152248253, 0.3193871398325541] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 2.095050309489969 Movie Vector: [1.3618361029438872, -0.5481349644196204] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.771282173896113 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 2.1491899420906133 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.0707308695773183, -0.715649580451166] Predicted: 3.8687075392232613 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 4.431382724024556 Movie Vector: [1.921393995288875, 0.0194625953453158] User Vector: [2.363566643756253, -0.7246035948018242] Predicted: 4.527240090226954 Movie Vector: [1.3078285670104548, -1.6514930976996711] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 2.9620231932459857 Movie Vector: [1.7373762831538324, -0.681725255900933] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.521324963827824 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.1798645260441822
avg loss: 1.0257417207516466: 75%|█████████████████████████████████▋ | 11222/15000 [00:15<00:06, 619.57it/s]
Movie Vector: [1.823018703033133, -0.4529145161218219] User Vector: [1.4125176443275282, -1.6899647842838081] Predicted: 3.340455666510207 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.7070995634881134, 0.12909777567522876] Predicted: 3.481129871656743 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.9604272647488976 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 3.9883039633469415 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 3.152700684511255 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.52111916769946 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 4.9109516468812355 Movie Vector: [1.6211352132542827, -1.2768264195766184] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.1975157784210104 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [1.6560658841066571, -0.9104955927907161] Predicted: 3.8072200768967384 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.0372370744059536, 0.036192893612682624] Predicted: 3.892759413756722 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 3.3719433239270677 Movie Vector: [1.8218925376746544, 0.5975596176162987] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.1236274310025673 Movie Vector: [2.0716407394119982, 0.050758869884101394] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.326665981146188 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.423477543670873 Movie Vector: [1.5637104026496074, -0.31802534485135686] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 2.934274449133253 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.9000073714100774 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.9907207732438377, 1.1751208208395039] Predicted: 3.1200932267759156 Movie Vector: [1.5706725255240264, 0.05423568064680032] User Vector: [2.119819221445945, -0.9319606958038784] Predicted: 3.2789962875298886 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.9745575010468115, -0.0531917632832188] Predicted: 4.323707274109144 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 2.9442625654828247 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 3.6728315551034583 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 4.061958168564518 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [2.378812122004936, 0.21407160707155656] Predicted: 4.232788379625423 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 5.245735001740118 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.8838516974089903, -0.22776756299043846] Predicted: 4.223795624339493 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.7466468419112706, -0.4880561382582395] Predicted: 3.1834170797903614 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [1.515051941036022, 0.12282329111817997] Predicted: 3.0310641291310128 Movie Vector: [1.6068363370986627, -0.12170394405721258] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 2.877424066516851 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 4.096060776110681 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.2698754493185014 Movie Vector: [1.9740728377787675, 0.5861727191829009] User Vector: [1.7296479118871464, -0.39135188100268303] Predicted: 3.185051165532493 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.6279549142399168, -0.4249539336755185] Predicted: 3.105554018940044 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.319560373568899 Movie Vector: [1.5083629893967612, 0.36067681142986185] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 2.3330008364939414 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [2.4104272059812115, -0.8457973378854354] Predicted: 5.4154699024431245 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 3.960924210718183 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 2.729463877599072 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.627659109525836 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.5981563907516612, -0.9275761753834038] Predicted: 2.55021491161232 Movie Vector: [2.0326664564232213, -0.35348129954894936] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.1948383279011545 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [1.6918732868175466, -0.42426287682018066] Predicted: 3.7617977057452423 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.5822299899751915 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.69710719211275 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 5.0654265058769035 Movie Vector: [1.9445226260388486, 0.4399403108863258] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 4.900769429323378 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 4.457386457600769 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.2383392495241514 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.052312408902806, -0.8740974748670044] Predicted: 4.788978455118494 Movie Vector: [1.9889054618782194, -0.4258779033224503] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.6391772471169244 Movie Vector: [1.420722420064767, 0.39956160343596714] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.1109769067373416 Movie Vector: [1.3100911202614052, -0.5782956384782137] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 2.0399238887795326 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.549532269414301 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.9209602590534132, -0.12314566686964529] Predicted: 4.088297343514276 Movie Vector: [1.8948764130794045, -0.559795040017785] User Vector: [2.013028665584066, -0.6187868762735493] Predicted: 4.160834361433986 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.7469569890901617 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.075404996833406 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 3.890629907179177 Movie Vector: [2.0012249829097897, -0.06132968402798357] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.6079322981806135 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.7361410394581502, -1.2718045090459502] Predicted: 3.7255586702560537 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.436454620206877 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.4107673136286043 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 4.673701683796994 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 3.337556859387222 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 3.326832996885558 Movie Vector: [1.9587802488761021, -0.15451431437893354] User Vector: [1.8073066088142484, -0.23683900657043372] Predicted: 3.5767115057270162 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.570303160557111 Movie Vector: [2.0775110810343236, -0.1081339620147409] User Vector: [1.4606399156333678, 0.09298455520384998] Predicted: 3.0244408217689904 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 3.8688828947809344 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.0799983933082764 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.7051274363284916 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.544378110089477 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 4.091102442633037 Movie Vector: [1.5420671610842525, -0.8939834344152224] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.3560460670365537 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.8933497172318052 Movie Vector: [1.7858924849595899, -0.9554479243613967] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.9009489982883143 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.8108489833847434, -0.8855861101890142] Predicted: 4.453018954605946 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 4.254298341976133 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.155989763730053 Movie Vector: [1.6359888879204572, -0.22335527833863003] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 4.248192547820667 Movie Vector: [1.9537258461034426, -0.2150648603608618] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.7019647342220874 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.9222415120505807 Movie Vector: [1.0928801748490398, -0.1849073506776156] User Vector: [1.9745976451394214, -1.2797055639740778] Predicted: 2.3946255851583236 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.4977162607405075 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 3.6225738174538047 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.9476368005007496, -0.06767510866119972] Predicted: 3.73351677223746 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.6548189918773313, -0.33455185353233086] Predicted: 3.7446550664270903 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.217145457781101 Movie Vector: [1.138695369718948, -0.7387679120738838] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 2.9847219073449494 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.5382371615676598 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 4.647984300428891 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.0974919595904304, -1.4633770989840371] Predicted: 4.49844969224568 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.6996143319649746 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.171597249461933 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.532606225427753 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.68832686567383 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 2.6181924250084685 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.1989243530697933 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 4.432496771680224 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.685179280855421 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.7518185878666657, -0.5935656811384845] Predicted: 3.6001132785744474 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.456616316583936
avg loss: 1.0269130915586258: 75%|█████████████████████████████████▊ | 11286/15000 [00:15<00:05, 623.36it/s]
Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.8409112178324816, -1.0780315285068582] Predicted: 2.870502561788495 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.0973263507135997 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.1133401322116634 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.8201444071709094, -0.7224680240529332] Predicted: 3.7793850706319208 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 2.6789528535270337 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.901750538017922, -0.6453235878937323] Predicted: 3.968010462342069 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.514085070417312 Movie Vector: [1.8372885703244475, -0.5127548764501241] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 3.9949542838245526 Movie Vector: [1.1118875948688163, -0.8256697189214602] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.64937740360281 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [2.1324769206502494, -1.466122390297064] Predicted: 3.7103357028461863 Movie Vector: [1.2740747404256543, -1.399379587898088] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 2.933614354113475 Movie Vector: [1.618291035190908, 1.2521089001033507] User Vector: [1.889559026610578, -0.0777703897049089] Predicted: 2.9604794361139337 Movie Vector: [1.997411928850655, -0.00044602298880188577] User Vector: [1.5014321715612826, 0.1731257968400431] Predicted: 2.998901311751304 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.163864198017124 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.9715646791286447 Movie Vector: [1.9243527551456427, 0.3151041842996691] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.6848116202490133 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [1.93494088894306, -0.44155776336646196] Predicted: 3.6292863521372527 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.5494370992510356 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.412364938348802 Movie Vector: [1.2762239453535298, 0.07419531565335279] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 2.6243672258315964 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.312023806243307, -0.013543188170891026] Predicted: 4.514196546951791 Movie Vector: [1.7559085472399403, -0.797259399232401] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 2.7789605416440946 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 3.2267328449509836 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 5.009035744067686 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [2.156563076085687, 0.4542350509329157] Predicted: 3.230649044774341 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 2.891631448148836 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.795407206658648 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9188664320805195, -0.32123457460607946] Predicted: 4.176353805482303 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.784585724543183 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 4.428446538067145 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [2.376987122887462, 1.3692324914604521] Predicted: 3.0233926324921474 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.7790112607830353 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.5690062736814556 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.2134220833187093 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 2.117658059311551 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.649483709061066, -0.6123575970722291] Predicted: 3.5151579668937 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.5365862441820175 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.6548189918773313, -0.33455185353233086] Predicted: 3.650668106825383 Movie Vector: [-0.15030860900878906, 2.0275211334228516] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: -0.9434510376120753 Movie Vector: [1.1339321416273636, -0.7882928265630695] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 2.633196523172894 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 2.980201246471042 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 3.939337296467186 Movie Vector: [2.034497640745783, -0.38017791766863973] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.061976580562146 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 4.024963046188767 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.565689960731176 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [2.1239992679259374, -0.1022205268687433] Predicted: 4.16970979359118 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.920618436115596, 0.5773840539262532] Predicted: 2.475370399309486 Movie Vector: [1.6689356131672033, -0.13958774953197267] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.5848141558272237 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [2.003809021971668, -0.10626763450934995] Predicted: 3.4094719190871365 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.484366771948406 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [1.8108489833847434, -0.8855861101890142] Predicted: 3.3862374072872186 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.06363310390038 Movie Vector: [1.4044306032833112, -0.7516794797199922] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.1030284210635974 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.455953088646183 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.675906775261054, -0.0815397682618363] Predicted: 3.913225592700933 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 4.175046258278826 Movie Vector: [1.7185481060543093, -0.8988086544828385] User Vector: [2.396120052531354, -0.5465052804782677] Predicted: 4.609051253970948 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.8066445583181623 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 2.675332000155223 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.345426512743602 Movie Vector: [1.095391881105319, -0.40660390591721735] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.412122671223253 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.2509452231541616 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.976747719698612 Movie Vector: [1.7012062536238517, -0.5924944819490622] User Vector: [1.6041706955045096, -0.8635701361711325] Predicted: 3.2406857595297915 Movie Vector: [1.7768979835971408, 0.11790927198930427] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 3.8470904269634656 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.6573897853533812, 0.18221813842945017] Predicted: 2.988907438130394 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.7291578753680925 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [1.83513143090116, -0.14322009719283785] Predicted: 2.7823063677151345 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.218558764335248 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [2.1189878862728633, -0.19570414621172166] Predicted: 3.120197173823988 Movie Vector: [1.0184270898739964, -0.7521738399875453] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.424380607985 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.9505291528888011, -0.7853510909804959] Predicted: 3.6826187198635525 Movie Vector: [1.7964744700415571, -0.6824834361617895] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 4.258855145590955 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.661803163473584 Movie Vector: [1.5625550927277712, 0.11251728671511152] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 2.823132909240698 Movie Vector: [1.610120446504509, -1.1139927630518738] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.5253933738449987 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.9541679116003305, -0.4336628113901445] Predicted: 4.098148104867255 Movie Vector: [1.3596028688172013, -0.6895896602314365] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.6469602669488452 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.6191520510028954 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 3.311105283359535 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 4.044397241712404 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.3062243021626787 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.674801328372663 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 2.662354394269212 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 4.2817975616461545 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.765388119102961 Movie Vector: [1.5763257814546008, -0.5148546278981122] User Vector: [2.0817512223643466, 0.13690205345500153] Predicted: 3.211033466597487 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 3.3971880523266837 Movie Vector: [0.9873118046059997, 0.006417139968008134] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 1.8862945186440436 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 3.1230507013492748 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 3.4715899905690955 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 3.6044552029170633 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.770059809256108, -0.3253143373286462] Predicted: 3.7861508894569837 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [1.6110933973291555, -0.3529548887496463] Predicted: 3.0093217860847896 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.7152652829696287 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.7666362905684534, -1.0964837261091174] Predicted: 3.680722454667911 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.8754894898732117, 0.6424356661519153] Predicted: 3.818471395628706 Movie Vector: [1.717235450103838, 0.04797108914906392] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.145180601146996 Movie Vector: [2.3505770184460397, -0.267065611291719] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.660310165454728 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.57158122390662 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.7142620743767996 Movie Vector: [1.5800166725162876, -0.6314742417575887] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 3.7629096423056154 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 2.9819510083609884 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 2.886273646348667 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 3.5468580003606607 Movie Vector: [1.4364327057088602, -0.8738873138474613] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.5067388535439004 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [2.052312408902806, -0.8740974748670044] Predicted: 4.234194484757867 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.8860346905894128 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 3.999447938220234 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.9040691335178508, 0.21446454557516217] Predicted: 3.1708718684333923 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 4.761171116554843 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.4445629976740335 Movie Vector: [1.526063345422964, -0.4490698189968296] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.393405364327645 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.443957154357062 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.4857267534212917 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 4.560555375387354 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.787923314801026 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.028875826580629, 0.10409015583060395] Predicted: 3.8726811677793487 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.8244265339096963, -0.24068564474698312] Predicted: 3.2425411105618918 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 3.1102577451187177 Movie Vector: [1.4166147786157304, -0.31879517876797203] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.3566257390947793 Movie Vector: [1.4335042805385776, -0.04489523035329912] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 2.9655397160536645 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.277048895389323 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 3.1704860771223453 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 4.223942224567888 Movie Vector: [1.7642583203530215, -0.3520771302807899] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.3111182856546386 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [1.478373378630236, -0.2642260059536054] Predicted: 2.938150214267918
avg loss: 1.0285896972090425: 76%|██████████████████████████████████▎ | 11437/15000 [00:15<00:05, 681.02it/s]
Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.4601733452837022 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 2.5556921711852922 Movie Vector: [1.6526730721830416, -0.2274164426758062] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 3.1318264346399403 Movie Vector: [1.6161084797993817, -1.1544573473213355] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 3.8346477533045613 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.9651142661117245 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [1.775898051560099, 0.6326326244088109] Predicted: 1.187509939995279 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [1.8314173892317782, 0.652606149693926] Predicted: 3.6680488390396415 Movie Vector: [1.6260082254204185, -0.7944009075017827] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 2.88611134660594 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.4652377508348216 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 3.9348797640438926 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.089608803678466 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.0889176992030567, -0.6097753212028991] Predicted: 2.4194604458545967 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [2.023638185872061, -1.0168977367730965] Predicted: 4.735454582443496 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.7666362905684534, -1.0964837261091174] Predicted: 4.534233442336397 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [2.0968772140899397, -0.03165003170284524] Predicted: 4.589294280904549 Movie Vector: [1.1601886385758138, -1.472672321840307] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.5904938967436815 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.054326124529076 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.4402765962739172 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [1.8828066732794921, -0.5635667796406584] Predicted: 3.238686081892464 Movie Vector: [1.608637238613278, -0.5585396794694429] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.0151037562598395 Movie Vector: [1.4808212057513812, 0.9465971839116991] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 2.806278444658718 Movie Vector: [1.9314182200125456, -1.0365309836406453] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.5925701852769376 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.4606399156333678, 0.09298455520384998] Predicted: 2.826908383078039 Movie Vector: [1.9817088208462676, -0.356581247369644] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.2901335778114427 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.909458689165733, -0.7079648770795004] Predicted: 2.9547034453182874 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 4.0074888048119925 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.4277133772052957 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.8827240522827102, -0.6570683279951273] Predicted: 3.8801968190138547 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [2.125466108449268, 0.9937358934041359] Predicted: 5.511459929044325 Movie Vector: [1.443382948835454, 0.13358554675347573] User Vector: [2.440573565909049, -0.569954528837181] Predicted: 3.446544583052328 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 4.276001897511794 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.292773216547914 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 3.3890545254573996 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.3754756360667293 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [2.1214672087787667, 0.3968203422849566] Predicted: 4.0520773576140146 Movie Vector: [2.0012249829097897, -0.06132968402798357] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 3.626209151292542 Movie Vector: [1.6589228599171482, -0.0007912629283776422] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 2.87919546415206 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.152431300600168 Movie Vector: [1.7087564364913288, 0.559709885126814] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.9078928259941317 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 3.9972205202109987 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [2.2683056009672495, -0.645732559897679] Predicted: 4.41135873768453 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.881361512983157, -0.8568952348928162] Predicted: 3.5968189631242593 Movie Vector: [1.08640396342672, -0.7238788612943236] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 2.4491150747160435 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 3.234870390901589 Movie Vector: [2.1377544542257585, -1.4325430927885512] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.428470795607199 Movie Vector: [1.7376410891972789, 0.3017956105105579] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.06778368134265 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.5596155472225646 Movie Vector: [1.4686710448474392, -0.542458829586293] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.5114890331958097 Movie Vector: [1.781338551501532, -0.4764767247367165] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 3.351928360435465 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.7195023192982593 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.911207877387383, -0.2041274169831452] Predicted: 3.3878032772735405 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 3.175893741697023 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.507515795166154 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.973087106885572 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [1.8835633602889283, -0.4322430254297521] Predicted: 3.3128413152248886 Movie Vector: [1.5716193397510965, -0.5681748902086033] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.1962428535487586 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.889559026610578, -0.0777703897049089] Predicted: 4.323484187680836 Movie Vector: [1.8236200935279572, -0.7113313949873792] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.6920684508986126 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.7759856828878455, -0.5822672892501418] Predicted: 4.186905400797522 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.7905413336934104 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 4.195513807467317 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 3.9820667840386794 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 3.4490701843744698 Movie Vector: [1.2435657685740462, -0.5733155099362759] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 2.790768340313527 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.39785731608084 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 3.448999383939037 Movie Vector: [1.9779769666887985, -0.033807662140913644] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 3.895573415853303 Movie Vector: [1.5083629893967612, 0.36067681142986185] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.2182944319819917 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 4.882219197934651 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 4.257727860362819 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 3.489012032716803 Movie Vector: [1.4255358668694667, 0.09653434439997463] User Vector: [1.8967514882221552, 0.6251191045416807] Predicted: 2.7642327399275515 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.786773866574557 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.1855039878941547 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 4.132128391039053 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 5.064135719270762 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.4385881260832534 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.2100269959573255 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 3.6742128950975133 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [2.1189878862728633, -0.19570414621172166] Predicted: 3.768883990480177 Movie Vector: [1.6155792068365327, -0.6133392608669672] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.4214190889771956 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 4.307324634050256 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 2.69354241669064 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.607821091778623, -0.27011963399398126] Predicted: 2.5481075642376267 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 4.3607217317658264 Movie Vector: [0.7054791089918235, -0.26707680027946856] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.6260053300876843 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 4.108476622023728 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 4.169485872998015 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.9181916400182009, -1.286358085515905] Predicted: 4.1524371126935575 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 4.185610480481515 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.4125176443275282, -1.6899647842838081] Predicted: 3.828201259868933 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.79203034870633 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 5.160088518254665 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.3949123160668684 Movie Vector: [1.914006587982324, -0.8478706676324894] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 4.660417123496838 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 4.512604769912145 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 3.102570023433768 Movie Vector: [1.8629335988468256, -0.8748992910436644] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.427725750659219 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.6714843753332198, -0.28951794583100826] Predicted: 3.9601750333692767 Movie Vector: [2.2499363966770605, 0.30584758213573027] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.559691619607393 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 2.5910954671555504 Movie Vector: [1.931756761737249, -0.012140276453111684] User Vector: [1.854151352457774, -1.143218491018261] Predicted: 3.595648400921841 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.285349283511936 Movie Vector: [1.5930123068886886, -0.1336209379882689] User Vector: [2.3598022304318746, -1.5277628942569597] Predicted: 3.9633351058556405 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 4.255338376122088 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.597569324858918 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [1.7740490129730773, -0.5184232540856637] Predicted: 3.4714157133919925 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 2.887395489246722 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.35237143506778 Movie Vector: [1.543508227427933, -0.46416656141263] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 2.720281326931853 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.4922044402313346 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 4.084093955388064 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.4220521381859412, -0.5318580303130924] Predicted: 4.4423002745703295 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.9648107373529524 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.3969755372054258 Movie Vector: [1.6658712583342004, -0.28775778124614615] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 3.3094837687644367 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 3.032246353243716 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.6697649006266015 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [1.7215480292453504, -1.4053312587628137] Predicted: 3.4286391434149146 Movie Vector: [0.9359428905218513, -1.5637307915100354] User Vector: [1.9291384016572954, -0.42511244513426644] Predicted: 2.4703247921744063 Movie Vector: [1.8483619021292068, -2.158407036317693] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.959562419354997 Movie Vector: [2.042465509578673, 1.2948414186227342] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 2.762107186601952 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 3.212568824285468 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 2.7381634339965326 Movie Vector: [1.7490965509605323, -0.22079872401802864] User Vector: [1.3748388363945372, -1.2860399935010316] Predicted: 2.688681856465458 Movie Vector: [1.3095587434711153, 0.23053637487775105] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 2.692177322908007 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.5491332204907264 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 4.119807641554583 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [2.190252258242786, -0.7867405026605645] Predicted: 4.141295920849763 Movie Vector: [-1.0113804633277637, -1.2632766014965608] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: -1.0853658989283772 Movie Vector: [1.7373762831538324, -0.681725255900933] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 3.457665652371862 Movie Vector: [2.1265286675606316, -0.010781965532245887] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.660300994793682 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.911967504033784 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.0521699031123517, -0.21879497122479413] Predicted: 3.3797815682930863 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 4.358543272033186 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 2.680324837533178
avg loss: 1.0277421913005664: 77%|██████████████████████████████████▊ | 11594/15000 [00:16<00:05, 638.56it/s]
Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.2788387531852905 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.664755962753988 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.9087573349583424, -0.5788896514076923] Predicted: 4.34769223063129 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 2.5227844773489014 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.816612879611274 Movie Vector: [0.9366599173081807, 0.39289456380556614] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 1.8128397134891734 Movie Vector: [1.3078285670104548, -1.6514930976996711] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.032490765741802 Movie Vector: [1.5306844096182866, 0.9095473711669564] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.80614161566759 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.466249431166056 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 4.195434453195668 Movie Vector: [1.4585305702521791, 0.8639585297552146] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 2.5098128398007375 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 3.090703640334912 Movie Vector: [1.3795755296294938, -0.7287930429549457] User Vector: [1.83513143090116, -0.14322009719283785] Predicted: 2.63608022617067 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [1.7198947572521028, -1.1208285753432798] Predicted: 3.284444896507399 Movie Vector: [1.4557657837380404, -0.2048447073346527] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.4491350419681077 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.746451482043131 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9921301482713143, -0.30847666026283077] Predicted: 4.323473553453979 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 2.9420057776412767 Movie Vector: [1.3384328109288932, -1.1823902629285676] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.36630735235822 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.0600780659049183, 0.13257771081857633] Predicted: 4.004717002792877 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9040691335178508, 0.21446454557516217] Predicted: 3.881265344692815 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 4.010638578391113 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 2.957418755515218 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.5411934145907127 Movie Vector: [1.6745586860782344, -0.27901570904574985] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.7078505169362326 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.61150646817749 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.194345511369566 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.9608173806335027, -0.3543252062601249] Predicted: 4.342537273875814 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 3.8441199410737763 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.494592755552461, -0.5054327846348602] Predicted: 4.0018069917975 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.3884665705643258 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.9345857238984903 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 4.3262899366860115 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 4.39319306816772 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.4952900844435506 Movie Vector: [1.2292040253457626, -1.0841503114550972] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 2.256467882051443 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.8600832402862246 Movie Vector: [1.7569007806870616, -1.1169513998901204] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.823032171824661 Movie Vector: [1.1761285911312898, -0.16839172912420888] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.406098887826285 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 1.7888611273712096 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 2.2497176797690535 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.570461552080487 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 3.272484117106846 Movie Vector: [1.6161084797993817, -1.1544573473213355] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.6711366238244283 Movie Vector: [1.1856077139429086, -1.5247749610971042] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 2.7028794279510886 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.898253529568695 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [1.6679344599159638, -0.6312125395313898] Predicted: 3.4350003643128044 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.966511610381344 Movie Vector: [1.3673426445192862, -1.046486215228419] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.47165823740657 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 3.510972367171135 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.110753138011976 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.6555653757045599, -0.5177933266632261] Predicted: 3.063951426539173 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 4.422484125523572 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 3.3888634716838038 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 5.637267513430815 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 3.749020101995427 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.232395258367258 Movie Vector: [1.8027472870976915, -0.34501712198279805] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.8992046666182234 Movie Vector: [1.7127550226166903, -0.4048837480810076] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.715522398229434 Movie Vector: [1.4929724984198147, -0.3301336768051968] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 3.195584821354891 Movie Vector: [1.6526730721830416, -0.2274164426758062] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.3768841390229456 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.088439143467102 Movie Vector: [1.3739400953157714, -0.7962714317191746] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.127755522454403 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.7367202758573907 Movie Vector: [1.5625550927277712, 0.11251728671511152] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 3.1733111738700055 Movie Vector: [1.823018703033133, -0.4529145161218219] User Vector: [2.173370952187069, -0.4301254337971769] Predicted: 4.156905947185893 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.1764030616463623, -0.6186263843312254] Predicted: 4.546937493794614 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 2.6935022308052634 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [1.9308283726656346, -0.12520510458503067] Predicted: 4.744301519464302 Movie Vector: [1.3100911202614052, -0.5782956384782137] User Vector: [2.727859762849193, 0.40565177693077015] Predicted: 3.339158199287109 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.1020769309527507 Movie Vector: [1.3030756283900302, -0.3275741741345225] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.1371940859993783 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 4.246543073619291 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [1.8212329853182092, -0.5507423000031695] Predicted: 3.5881961595352228 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.165317645978843 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 3.771810580369901 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.955123096210356 Movie Vector: [2.0510746426239925, 0.20754020706292747] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 4.058011262258191 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.042697141148855 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 2.5386673652389966 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.5195807782191495 Movie Vector: [1.495419767553441, -0.3136383074000115] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.1045973804909375 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 3.8735619397071863 Movie Vector: [0.8214741354579237, -0.8957396299280015] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 1.5402099447885524 Movie Vector: [1.799742039338675, 0.6902804350319768] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.6283425796619277 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.3553046401488045 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.0008635018145933 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 3.7840206519549846 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.2464053687011116 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.6412488477346772, -0.8995654255511243] Predicted: 2.7482958688217183 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.8462633439213656 Movie Vector: [1.881442826739786, -0.04871535249639827] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.285335889301284 Movie Vector: [1.1594850547965891, -0.8655399538390168] User Vector: [2.146455062158885, -0.047798372143264954] Predicted: 2.530153966184173 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.7520580718295362, -0.7949516278839007] Predicted: 3.7691307904158364 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [2.1160352921779064, -0.9204142569058824] Predicted: 3.6560120303073322 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [1.8293939251663003, -0.2936553442008656] Predicted: 3.547661631390186 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [1.9209602590534132, -0.12314566686964529] Predicted: 3.3877900270926626 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 3.7186663892937215 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.175127015171503 Movie Vector: [1.9740728377787675, 0.5861727191829009] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.191228852405706 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.89079746704453 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.063211381349902 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 2.5994291980057094 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.414047569531566 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.292862992962617 Movie Vector: [1.9891688972601267, 0.21479499500031954] User Vector: [1.9082784319401886, 0.042034844856074845] Predicted: 3.8049169784184484 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.0581699636813657 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.947122850102872 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.3031817371276144 Movie Vector: [1.4267534977127945, -0.6886185907066922] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 2.9242715549639304 Movie Vector: [1.73637585737783, -0.2145021717431737] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.298830630841546 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.7775525011415465, -0.24241109719341492] Predicted: 3.0557404568360096 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 4.836173201238037 Movie Vector: [2.0874111809494105, 0.8380597717238493] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 4.4560508820423355 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 3.640483973946508 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.891178564256193 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.9351786885729334, 0.4185453788350931] Predicted: 2.5278914876763743 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.3916813511522896 Movie Vector: [1.7850654983525052, 0.00342208091092068] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.4569685645680845 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.817722350670572
avg loss: 1.0268634055597519: 78%|██████████████████████████████████▉ | 11661/15000 [00:16<00:05, 638.02it/s]
Movie Vector: [1.9647855568662496, -0.037160161949703015] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.760256567684862 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 2.437183360592909 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.3368151237329644 Movie Vector: [2.099960742340499, 0.6928158416028881] User Vector: [1.747766451159787, -0.2728385013581004] Predicted: 3.481214098275243 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.889559026610578, -0.0777703897049089] Predicted: 3.923460695546887 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.596196508358709 Movie Vector: [2.050461624521368, -0.11826850461179703] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.697063527401469 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 2.653386973874309 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.3173653308316653, -2.461687868779824] Predicted: 2.6400552733595837 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.2605909994100735 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.4606399156333678, 0.09298455520384998] Predicted: 3.03789172039377 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 4.384317398181642 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.72579146389965 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 3.6278983287577447 Movie Vector: [0.9196809856660515, -0.7357898217162626] User Vector: [1.7959942968503702, -0.4644039804542619] Predicted: 1.9934455271607197 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [2.125466108449268, 0.9937358934041359] Predicted: 4.602794477294688 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.9723152427293624, -0.6578189952135497] Predicted: 3.186056474665345 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 4.684710403038416 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 4.345919201546435 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 3.485800182628116 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.894904187363999, 0.0627183814582867] Predicted: 3.9187102582852495 Movie Vector: [1.6658712583342004, -0.28775778124614615] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 2.983937122637712 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.396924487043072 Movie Vector: [2.237411649413639, 0.2596837864940148] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.7062399459297266 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 2.3343272620227746 Movie Vector: [1.08640396342672, -0.7238788612943236] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.36382977232761 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [2.117027000877241, -0.25031397520624343] Predicted: 4.0300055145670735 Movie Vector: [1.9554758482309111, -0.204784663633253] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 3.7831333804595535 Movie Vector: [1.9207071388146464, 0.4052252520904367] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 3.4519319606610295 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.4430337231294423 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 3.279501878262203 Movie Vector: [1.781338551501532, -0.4764767247367165] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.4533001882704797 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.6989177432624465, -0.4702556376318362] Predicted: 3.2551296584341465 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 4.071919472380261 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.919059528350702 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 3.676776582602091 Movie Vector: [1.4359415593095648, 0.2387987943637936] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 2.8533562209474486 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.132893232752775 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 3.486544580000747 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 3.6553138232005797 Movie Vector: [1.6310860491330388, -0.9289992829821061] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.026052037948257 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.334868577499 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.551196852865659 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 2.8211754680347876 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 2.521457994834009 Movie Vector: [1.6689356131672033, -0.13958774953197267] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 2.547668648242226 Movie Vector: [1.202895105879328, -1.037025683332847] User Vector: [1.6110402327951343, -0.6679903066585429] Predicted: 2.6306355156262535 Movie Vector: [2.0780349902505337, -0.4918917951213002] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.8491327937284505 Movie Vector: [1.5864110400175384, 0.2539602374983788] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 2.7305919364497897 Movie Vector: [2.220944871534438, -0.9652320439921447] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 4.227784659665077 Movie Vector: [1.6845000601050941, 0.04827825081893147] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 3.12898599466293 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [2.069432908213352, -0.1305262531939011] Predicted: 4.101947356105586 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 4.619373650034729 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 2.840223626435623 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 4.322063624799554 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [1.9575043780895824, -0.782994384698898] Predicted: 3.7209941755792197 Movie Vector: [1.0693553632253414, -1.9867263402366082] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 2.9872473629720986 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.5172707886045298, -0.5758459605385808] Predicted: 3.0676800204980115 Movie Vector: [2.157721947588343, -0.36357438727958674] User Vector: [1.910354333603452, -0.09625238313265497] Predicted: 4.157008374508327 Movie Vector: [0.9309443507925831, -1.262217395966458] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.9308468481908274 Movie Vector: [2.198018077517468, 0.3501676093276476] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 4.24309078149483 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.901750538017922, -0.6453235878937323] Predicted: 4.063906066881255 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.625906809860979 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 2.9165315163690124 Movie Vector: [1.3362266511101968, -0.5720025159543989] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 2.817277713106543 Movie Vector: [1.9924234245789083, 0.6084502156085885] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.3277318139036804 Movie Vector: [2.051624208141015, -0.2391497882244138] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.632337471971962 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.6615821134568782, -0.29785110822543986] Predicted: 3.1842825491154083 Movie Vector: [2.1735202834255936, -0.4934617663127354] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.923925945631291 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 3.7387321696915716 Movie Vector: [1.8763502449730791, -0.5542226605531614] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 3.7280009554184774 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.2929615094775013, -0.8841826889082369] Predicted: 2.7010901706778445 Movie Vector: [2.033937568329487, -0.1549123561450624] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.6468581116374814 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 3.6356098346455887 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.911207877387383, -0.2041274169831452] Predicted: 3.2797595494994054 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.5913996237147225, -0.12364855293645619] Predicted: 2.9252024735579734 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [2.4104272059812115, -0.8457973378854354] Predicted: 3.976873008169356 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.505147887666106 Movie Vector: [1.526063345422964, -0.4490698189968296] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 2.5544094226116956 Movie Vector: [1.7650945883387807, 0.3379642658355728] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.331510761720477 Movie Vector: [1.2762239453535298, 0.07419531565335279] User Vector: [1.7212977130059517, -0.6728481412383259] Predicted: 2.146839178194514 Movie Vector: [1.7482419919797971, -0.3040671341751937] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 3.08389363746498 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 2.7255564970796207 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 4.524465736824407 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.7608413271135372 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 2.557737594784717 Movie Vector: [1.8117873640920197, -0.3499975092988522] User Vector: [2.0864058141564774, 0.034394773097475774] Predicted: 3.7680856055398126 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.180311457539729 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [2.195645789235296, 0.048659010453938195] Predicted: 3.4800298292484353 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.620327300969647 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.0419191349910437, -0.013630092929060072] Predicted: 3.930556037739838 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [2.494592755552461, -0.5054327846348602] Predicted: 5.010931931533625 Movie Vector: [1.4801675737041093, -0.18292536697130127] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.155332773627519 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.0788009279666677 Movie Vector: [1.9316243572185468, -0.1979725989831313] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 3.0295796281967258 Movie Vector: [2.081260465341926, -0.8686604711439337] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 4.219655226318004 Movie Vector: [1.0269923755892423, 0.3928580328952428] User Vector: [1.6121376136752115, -0.19833207427105962] Predicted: 1.5777366890869158 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 5.226361751612565 Movie Vector: [1.443713002786338, -0.27140296327856034] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 3.524114882788348 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.033973539529209 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.6083700392713933, -1.2577605347091394] Predicted: 3.5395836117091406 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.09420123837763 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.8967369196663384 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.3191979192030905 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.1329127706856348, -1.8540673537375962] Predicted: 3.48926769713428 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 4.300609720425058 Movie Vector: [1.853560039954018, 0.2881480139707804] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 3.0798383146984514 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [2.2224718750477743, 1.1688983425517825] Predicted: 3.5803777856722503 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [2.0302818687313535, -0.5288093404988382] Predicted: 4.434697188427277 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.2030263413221163, -0.1041868818785323] Predicted: 4.198053520297958 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.8433549557552065, -0.7028598368888862] Predicted: 3.855807211823487
avg loss: 1.0238553577074754: 79%|███████████████████████████████████▍ | 11792/15000 [00:16<00:05, 615.72it/s]
Movie Vector: [1.3842544755953237, -0.8470749703919552] User Vector: [1.5891050653689405, 0.34406796897929603] Predicted: 1.9082744342921978 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.4794429901205903, -0.7023173571395815] Predicted: 3.3214992528569285 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [2.199109568928562, 0.5961495405079089] Predicted: 4.231752634375583 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.1005727588481875 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.6420769505168535 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 4.143558500206415 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 3.587704363709823 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 3.179957992876755 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.902680466219141, -0.6408191008073346] Predicted: 3.829815968879779 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.362944516386858 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.631187378971223 Movie Vector: [1.6169420523664797, -1.5552121965918113] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 4.01410105083839 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 2.9614010729702267 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [2.478390078537491, 0.20281034651292285] Predicted: 4.77747813397653 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.152477429124982 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 4.281786869216938 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 4.509868981071886 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 4.347312924349388 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.707065026041282 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 4.403334491356265 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.6860539735424032, -0.3023319097923323] Predicted: 3.753771348444651 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 2.7931082008627084 Movie Vector: [1.3073294555259332, -0.6739414025651977] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.3747516678061986 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 3.254140935487694 Movie Vector: [1.5420671610842525, -0.8939834344152224] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 2.596153496297785 Movie Vector: [1.953396215922507, -1.0561719650681978] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 3.666666346498629 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.726556073076501 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 3.938629651890413 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [2.4220521381859412, -0.5318580303130924] Predicted: 5.214010564440471 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.9879096928065603 Movie Vector: [2.080868131478684, -1.3045989951887087] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.080760783638895 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 4.1711303155851835 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.001743855689845 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 5.03126097121992 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.5443301671032774 Movie Vector: [1.9701934288161553, 0.8257543673503221] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.4409561653624787 Movie Vector: [1.7858924849595899, -0.9554479243613967] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.811081460872556 Movie Vector: [1.6068363370986627, -0.12170394405721258] User Vector: [2.357768907186784, -0.5430698376322405] Predicted: 3.8546424956874827 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.433599326768044 Movie Vector: [1.5747645999761526, 0.18868886989087463] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 2.8545387608349033 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 4.146470211395269 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.979821570213519 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 2.916540777874796 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 3.6154570167912183 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.680526951343973 Movie Vector: [1.3401918543421423, -0.7015451078435528] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 2.747940931106342 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [2.3659085228259187, 0.19402311107020012] Predicted: 4.354959167610837 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.934894417775164 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [1.9517928707247274, 0.8273894611559651] Predicted: 4.071213377835504 Movie Vector: [1.415954259499838, -0.42195287649318935] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 3.3350288738604017 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [1.532504124347418, -0.5775259038397336] Predicted: 2.2713414157086924 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 4.469925638155347 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.1645988331836237 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 3.2302801344083627 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [1.6012384705908345, -0.6786154093094653] Predicted: 3.8223008638574076 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 2.811320394100163 Movie Vector: [1.6071708202854917, -0.004588691298100876] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 2.982722129978835 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 4.1422998445674635 Movie Vector: [2.0428898869129504, 0.05585872662252731] User Vector: [1.9512231073144912, 0.24759642996025008] Predicted: 3.9999643743375 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.8170887469193926 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.71055249394689 Movie Vector: [2.0136881509368045, -0.06850382404332636] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.790968326717188 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 5.221730771310551 Movie Vector: [1.7880571772526417, -0.2536580961052318] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.376879112580332 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.8546434362622928 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.398917597083038 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.457790331861625, -0.7752960445425888] Predicted: 3.0394289969676294 Movie Vector: [2.1233825376072475, 0.16373607596203132] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 3.591627469021546 Movie Vector: [1.4618625037198991, -0.5401260330421577] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.0534948860051214 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 1.9451718586675102 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 3.8088082062745325 Movie Vector: [1.5979802910493337, -0.9208232481435051] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 2.906267407241364 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 4.9893129173160355 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [1.679123998749325, -1.100269689744001] Predicted: 3.487755960832428 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.4781131179094795 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 1.75503172479136 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.7617375153564503, 0.1881029512743106] Predicted: 4.183495087634526 Movie Vector: [1.491537921987868, 0.05314119944852196] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 2.6137994265565583 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 3.98990865097835 Movie Vector: [1.7650945883387807, 0.3379642658355728] User Vector: [1.9794455128572388, -1.203242596105821] Predicted: 3.087255562040802 Movie Vector: [1.1751517935639895, -0.4033959749919193] User Vector: [1.5302322308170677, -1.0966758073659169] Predicted: 2.2406497571765263 Movie Vector: [1.6454879493963444, 0.14271390394926683] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 2.6448397793255363 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.7853341432240117, -1.5996756556681242] Predicted: 2.436389522862007 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.7617375153564503, 0.1881029512743106] Predicted: 3.6666227607112507 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 2.95079658437867 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.2981878821495636 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.085798178030594 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.9820133906296777 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.4936705335251883 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 4.074246342253213 Movie Vector: [1.5930123068886886, -0.1336209379882689] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.3594912889575612 Movie Vector: [1.4482232687812382, -0.733966943976256] User Vector: [1.7212977130059517, -0.6728481412383259] Predicted: 2.986671694459947 Movie Vector: [1.8483619021292068, -2.158407036317693] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.10753413629288 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.9247026433750964, 0.6547186065293963] Predicted: 3.3382473914623954 Movie Vector: [2.220944871534438, -0.9652320439921447] User Vector: [2.0731528259394154, 0.044396469914485606] Predicted: 4.561505241275678 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.735410788268486 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [2.0045537346006186, -0.1444301117171047] Predicted: 2.9297727204244026 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.4473113728763642, -1.2152982730480277] Predicted: 3.297283718455667 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.8001410428923976 Movie Vector: [1.618291035190908, 1.2521089001033507] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 2.3891235383541933 Movie Vector: [1.9207071388146464, 0.4052252520904367] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.868092336188411 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [2.0471048408783377, 0.15056281296474128] Predicted: 4.036641926620359 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 4.096517533344387 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.4146766388488796 Movie Vector: [1.73637585737783, -0.2145021717431737] User Vector: [2.357768907186784, -0.5430698376322405] Predicted: 4.2104626672955705 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 2.808826331269333 Movie Vector: [2.069144394773385, 0.3963314528935361] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.530983202364387 Movie Vector: [-0.8075046539306641, -1.209402084350586] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: -0.409018687086915 Movie Vector: [1.543508227427933, -0.46416656141263] User Vector: [1.8921699534568617, -0.7390023033933392] Predicted: 3.263600048894695 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 2.7715686435379214 Movie Vector: [1.7694408614625254, 0.09123787143869314] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 3.6437571723648423 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.8262234609748738, -0.292804231326171] Predicted:
avg loss: 1.023085062346852: 80%|████████████████████████████████████▌ | 11940/15000 [00:16<00:04, 677.69it/s]
3.383943692399148 Movie Vector: [1.784954926165553, 0.344061489970984] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.8621480538959 Movie Vector: [1.5385239379703948, -0.02567830390186909] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 1.9000865601441104 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [2.121217301730456, 0.6918316490141175] Predicted: 4.388040683376088 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 2.7735964104002604 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.9954502554608506, -0.138354126630015] Predicted: 3.4609017983134547 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 3.9739964408239543 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.8120240973062263 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 4.21823527965907 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.788217188869698 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.179176231214148 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.328134359576037 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.909458689165733, -0.7079648770795004] Predicted: 3.6233634863343633 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 3.872867433156045 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.913865212206943, -0.36802760625469205] Predicted: 3.7300382725536694 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 4.32639883620476 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.199900869408869 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.092410364110009 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.278048163463823 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [2.1239992679259374, -0.1022205268687433] Predicted: 4.3202289346749145 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.254651740096466 Movie Vector: [2.364872927223822, -0.0253071906996765] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 4.2822530265732475 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.809409231047278, -1.3287293621958463] Predicted: 4.656968488001336 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.7569315596195592, 0.33101574384080823] Predicted: 3.0554123216012066 Movie Vector: [1.3234536879422343, -0.30946007300422096] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.0757710050786526 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.950399081646059 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.5217483792087876 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.7580365065253054 Movie Vector: [1.0928801748490398, -0.1849073506776156] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 1.9107337720230806 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.478390078537491, 0.20281034651292285] Predicted: 3.6588636593790436 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 4.017577685967497 Movie Vector: [1.9889054618782194, -0.4258779033224503] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 3.88565931453999 Movie Vector: [1.46535556084303, 0.12014252227354741] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 3.3760588117561867 Movie Vector: [2.362331919123887, 0.2916987830860301] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 4.531300749047947 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9405328106647783, 0.020347122388271528] Predicted: 3.778924404382319 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [1.5176444200274295, -1.195402531837514] Predicted: 3.2897474931618937 Movie Vector: [2.064158023421531, 0.05125091104359869] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.1264764180665825 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.9390946350984608, -0.14547050884143592] Predicted: 3.0895210394723804 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.3271066225580666 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 3.747297154068792 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.479823707028842, 2.0163261005041524] Predicted: 5.239643510562291 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [2.0570325328101355, -0.047112225250232995] Predicted: 3.3334906479780178 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.742215377736728, -1.75261528916834] Predicted: 3.685544352609069 Movie Vector: [1.5115982218709174, -1.2400037139515385] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 2.7170144725720435 Movie Vector: [1.5400491219202979, -0.5281186623530704] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.5630730247217475 Movie Vector: [1.2647744017831446, -0.5505923805065674] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 2.315690030628577 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.01373800605663 Movie Vector: [2.031926866897193, 0.06465847441532176] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 3.56903656604856 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.9109923688598447, -0.7788444081105309] Predicted: 4.105849746287903 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [1.6282984683169393, -0.6083303852690761] Predicted: 3.5242148222959226 Movie Vector: [1.818420795420047, -0.7527657140183895] User Vector: [1.2440988841461176, -1.3453920701494049] Predicted: 3.2750603048108724 Movie Vector: [1.6261094975279082, -0.49675806371222636] User Vector: [1.2232878078785328, -0.26022209727213746] Predicted: 2.1184673477774187 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 4.117362743128503 Movie Vector: [2.084828881257107, -0.3409986882428215] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.599009331466606 Movie Vector: [1.653786932640839, 1.0027470683991575] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.2798999643285576 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 3.4394071058464037 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 3.4972545863755373 Movie Vector: [1.9348049596269905, -0.0845034665725218] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.9399809999172235 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.8681103931221874 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 2.5076678329598483 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 3.6970469098956955 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.056360768620767 Movie Vector: [1.3596028688172013, -0.6895896602314365] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.0733073980939096 Movie Vector: [1.8186227689728227, -0.245672569546519] User Vector: [2.203029052083484, 0.10025403992883074] Predicted: 3.9818491272309036 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [1.2055911272884867, -1.8819094011849447] Predicted: 3.4019615496662023 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 4.332404117279518 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 3.5095516161694955 Movie Vector: [2.06899426513004, 1.4187349601867747] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 3.9480341227246285 Movie Vector: [1.7402755808219348, 0.18450200130269986] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.5114421074921585 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 2.591870157482995 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 3.499022727916246 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 4.27045169746607 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 4.079207823155636 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.80299197672759 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [1.7959942968503702, -0.4644039804542619] Predicted: 3.27983250250033 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.0169464137349884 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.910382906339964 Movie Vector: [1.8027472870976915, -0.34501712198279805] User Vector: [1.781274576075679, -0.7644017337343872] Predicted: 3.47491959580822 Movie Vector: [1.1594850547965891, -0.8655399538390168] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.0628508416178546 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.476496848227332 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.3976846607761795 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 3.472029801294419 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.9005264531610855, -0.20026799642990492] Predicted: 4.078313599047583 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [2.0919716729650153, -0.20765501480873122] Predicted: 4.648166346709865 Movie Vector: [1.8542810446770421, 0.3608390737702253] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.674841586169324 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 4.427290719706107 Movie Vector: [1.1702718906021619, 0.003956451104771465] User Vector: [2.0987386458844006, -0.6810336997862474] Predicted: 2.4534003664650523 Movie Vector: [2.1377544542257585, -1.4325430927885512] User Vector: [1.548200416677947, -0.3597326212033977] Predicted: 3.8250048185431043 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.812758051362346 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [1.6616186513125701, -0.5480728233823187] Predicted: 2.8913149707802233 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 3.319410137896193 Movie Vector: [1.8181993971425374, -0.5721664794409874] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.325474319481344 Movie Vector: [1.8346973788735266, -0.5609353691083596] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 3.097682112890042 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 3.6376740531005045 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 3.814699886640446 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [2.250629355387465, -0.7627223260359774] Predicted: 4.333303488431015 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.2163407475543955 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [2.023842853325721, 0.04790179675842467] Predicted: 2.7217328098081404 Movie Vector: [1.7654468271793804, -0.07689686879686013] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.5260050012996396 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 4.547380263190002 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 3.0008631151120517 Movie Vector: [1.5466429008264997, -1.0910518790025217] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 2.802069212426217 Movie Vector: [1.8181993971425374, -0.5721664794409874] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.906062482640626 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.519872279205788 Movie Vector: [0.5852974005777138, -1.414186950126587] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 1.6371879121433157 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.0727701009701542 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [2.0815239184741334, 0.03529635908511486] Predicted: 2.9551044716641077 Movie Vector: [1.7610810767581786, -0.39466525167033145] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.5244723421248425 Movie Vector: [1.6446232019137197, 1.4236577224615812] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.0282776961249445 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [2.0584425535123243, -0.3140047961722548] Predicted: 3.9951891495682386 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.9432324524970035 Movie Vector: [1.3971573779251627, -0.6098761358934995] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 2.660517979610393 Movie Vector: [1.8720429065318194, 0.8704765559558232] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 3.2246111138191527 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [2.1498670278251004, 0.027947865170117655] Predicted: 4.058172445978422 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [2.1324769206502494, -1.466122390297064] Predicted: 5.164450465579489 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [2.225871059514696, -0.48035456113015146] Predicted: 4.8150559465420715 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.548200416677947, -0.3597326212033977] Predicted: 3.2049339263727505 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.2467036391755806 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 3.6805869040882047 Movie Vector: [0.9133994018836546, 0.021845196561753683] User Vector: [1.6136764669616546, -0.7298833175365659] Predicted: 1.4579866752177733 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 2.053364202086862 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 4.503288498894051 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 3.827063591990195 Movie Vector: [1.7850654983525052, 0.00342208091092068] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 3.3106944927575133 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 4.540502428648826 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 4.086194328312597 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.660541777834472 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.023268547508977, -0.3803317018911202] Predicted: 3.779427987477402 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.264820322871669 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.7094372923571979, 0.05521956292485909] Predicted: 3.6767514942872404 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [2.0933560720640094, 0.13051581491154218] Predicted: 4.231668582160458 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.9449444095769235, -0.5311587723508729] Predicted: 3.573023563749609 Movie Vector: [2.164867660157781, -0.0856589506424782] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.408264875362828 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.9087573349583424, -0.5788896514076923] Predicted: 3.910738490310187 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.567595028016457 Movie Vector: [1.343861265125455, -1.3369942173556881] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 2.810403194534236 Movie Vector: [1.3934505021161523, 0.25482044071297566] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 2.7967601830425144 Movie Vector: [0.9196809856660515, -0.7357898217162626] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.0423549795677927 Movie Vector: [1.9328396639340744, -0.20826398107026342] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 3.5342419042218864 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.5402769473479863 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.3581946139891676 Movie Vector: [1.9802226710710595, 0.3393708410742439] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.4229511602549376 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.8073817907124252, -0.4447907252137273] Predicted: 3.501962534518342 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.496126892257898 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 3.0281387865542007 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 4.1590877523596435 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.143520979060828 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 3.970974324574832 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 4.5463945439185345 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [2.494592755552461, -0.5054327846348602] Predicted: 4.575456611196756 Movie Vector: [1.214804017420236, -0.7135517750522566] User Vector: [2.3511010855196117, -0.728887578051663] Predicted: 3.3762260691826063 Movie Vector: [2.096426487507864, -0.26996030533950616] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 4.099454482077056 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 4.144874792362411
avg loss: 1.021633137509927: 81%|█████████████████████████████████████ | 12100/15000 [00:16<00:04, 699.55it/s]
Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 2.9592837147085858 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.169520885091665 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.5830121193725204 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.9647859722016212, -0.8849213326350079] Predicted: 4.457631615627716 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.46631747603135 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 2.9413511671807986 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [2.0040264410962085, -0.8007300237107474] Predicted: 3.8315967433886002 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.6121376136752115, -0.19833207427105962] Predicted: 3.0995716653579213 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [1.990049025409999, 0.23876298440344726] Predicted: 2.8968522356316093 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.7717475824737825 Movie Vector: [2.296548210603872, 0.24483021080944178] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 3.7393260914105317 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 3.972272876431133 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.2139509188983544 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 2.4514593197506476 Movie Vector: [1.693496275307317, -0.7183356579907231] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 3.492083199706932 Movie Vector: [2.0996422724678436, -0.3728473396987212] User Vector: [1.7740490129730773, -0.5184232540856637] Predicted: 3.918161032191921 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 4.2484955145381305 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 3.1012919370116596 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 4.427160823549566 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 4.189477679022916 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.043389337900472 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 4.128190231598882 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 3.26991565731655 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.5850673110699 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.132814837371203 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.201838782868777 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.9838447537281207 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.1587608337760855 Movie Vector: [2.0667708304515586, 0.019387961708697287] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.314024528473236 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.2737838581324805 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.801694013949837 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 2.5874250412377773 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.4497074228381686 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.6605289739572386 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.136840849531964, 0.5774417037809095] Predicted: 3.7210801665498527 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [2.2071619619111598, 1.73230736789426] Predicted: 3.937161009101072 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.9682191721733866, -0.10202390226367015] Predicted: 2.8233569951965993 Movie Vector: [1.6502148804370234, 0.26602740107465234] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 3.2533889933529156 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.4607784604870715, -1.4971704855946268] Predicted: 3.0820056771569266 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 4.0976957181511695 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.3151464945678377 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.7843937394177534, 0.04092151201723565] Predicted: 2.8436379493741737 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [2.2502567448260677, -0.3514167564092749] Predicted: 4.580181836924221 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [2.074870215547497, -0.19552129196486157] Predicted: 4.038098904655021 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.2515953706595218 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.173370952187069, -0.4301254337971769] Predicted: 4.528119591188398 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 3.5841713271617186 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.8508849058091417, -0.24163839652983946] Predicted: 3.7299719965660887 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 4.516485027780827 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 5.008363178808421 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.1031844630286374 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 3.7844041315341097 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [1.9217976178851266, -0.2318957917333684] Predicted: 3.688359578329201 Movie Vector: [1.6161084797993817, -1.1544573473213355] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.5612174119971725 Movie Vector: [1.491537921987868, 0.05314119944852196] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 2.622873128501449 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 3.824291977106447 Movie Vector: [1.7521653009174611, -0.47107407136876855] User Vector: [2.5918560260118464, -0.5012712033351396] Predicted: 4.777496060366788 Movie Vector: [1.8539845109474555, -0.8656853357343899] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.549318046545511 Movie Vector: [1.4702319611538173, -0.4900310427617556] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 2.7554959341484366 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 3.8097134638672134 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.8184724590910286, -0.5236899465983924] Predicted: 3.9307518947321554 Movie Vector: [0.5883887074470198, 0.08354087207140305] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 1.075339000654344 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.690847162579629 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 4.477860892792972 Movie Vector: [1.3826134837097772, -0.594160991175896] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 3.314045976913603 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [2.023268547508977, -0.3803317018911202] Predicted: 2.863160736751603 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.964834078591266 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.749967637242921 Movie Vector: [1.3370161025132772, 0.025605748007684087] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 2.89484773487093 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [1.456370135411012, -0.49766892998759577] Predicted: 3.0829286310584507 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.0030317148388126 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [2.453425849502833, 0.14112280120838835] Predicted: 4.565744673944868 Movie Vector: [2.185911288156452, 0.029608804497445934] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 4.158845474735233 Movie Vector: [2.089842940392829, 0.12067953635763057] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.6023826258526888 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.858348650162711 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [2.0707308695773183, -0.715649580451166] Predicted: 3.9922945150374503 Movie Vector: [1.7087564364913288, 0.559709885126814] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 3.0379583242976644 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.051517879071152, -0.6421851001111821] Predicted: 4.294479322597675 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 4.062135941634839 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 3.737737308361735 Movie Vector: [1.6161084797993817, -1.1544573473213355] User Vector: [1.9628369416992504, 0.053702228535869936] Predicted: 3.110160493642878 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.2731227087977928 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 1.7978774485392195 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [2.0452974734250193, 0.38212319467734945] Predicted: 2.3364918503478473 Movie Vector: [1.8372885703244475, -0.5127548764501241] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 3.082725595123822 Movie Vector: [0.4686008201620059, -0.21782127113753208] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 1.0522126463200498 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 4.145826536557416 Movie Vector: [2.0827877287147634, 0.05098483670940121] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.5404787774619875 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.738559297042893, -0.8681151210388298] Predicted: 3.6730461273462036 Movie Vector: [2.0368838567519503, -0.49309800170147133] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 3.2476882605433035 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 3.399783142936131 Movie Vector: [1.6861444205596312, -0.9557820296894671] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.573119748419718 Movie Vector: [2.1569979274437396, -0.22861589893786638] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.8128186680754625 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 2.9751128696581195 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 3.6763922759417493 Movie Vector: [1.588551809074082, -1.0380411556207794] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 4.301523370086834 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [1.7509663916443612, -0.6368692590420854] Predicted: 3.68165722765031 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.92598465240996, -0.238091149869664] Predicted: 4.036602008831629 Movie Vector: [1.7850605419298926, 0.9015026114801329] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.0013145196004762 Movie Vector: [0.3196430206298828, -0.47972679138183594] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 1.1964269618312717 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.4605286309475627 Movie Vector: [1.577225178811699, -0.6829886927386359] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.512551120916838 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.6707567205250804, -0.6664206615274566] Predicted: 2.5858713169409278 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [2.0961860138087176, 0.48600031591103093] Predicted: 3.948012942401758 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.516836546050792 Movie Vector: [1.9848669654325028, 0.21951153853574282] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 3.025166584109907 Movie Vector: [1.2303796148282544, -0.44089556710474326] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 2.2988134755343292 Movie Vector: [2.044497301846825, -0.3597740731363865] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 4.141366585160521 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.783524164951599 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [1.7215480292453504, -1.4053312587628137] Predicted: 3.432357321950439 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 4.2461391050614345 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.8582066081132966 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.9322568789450494 Movie Vector: [1.6658712583342004, -0.28775778124614615] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.280429695191272 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.7475684050443712, -0.7116729568229534] Predicted: 3.611803666231386 Movie Vector: [1.3186130919870211, -0.2467246302119168] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 2.3474888299695924 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.6780082613463723 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.635073135201143 Movie Vector: [1.089061460857389, -0.4844277180376681] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 2.073726081834066 Movie Vector: [1.4752339940782961, 0.22693051077995152] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 3.03700871578847 Movie Vector: [1.8931535028348783, -0.5517094609546448] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.807537318027592 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 4.084841959553592 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.7673256911669641, -0.79058315996173] Predicted: 4.382769128935744 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 3.53863157792179 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 3.408279009196962 Movie Vector: [2.362331919123887, 0.2916987830860301] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.9786834414179655 Movie Vector: [2.0458254039801385, -0.20272955137410706] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 4.1690885276956084 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 5.008359134695891 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.1269557231010414, 0.05790850720964763] Predicted: 4.557611940659517 Movie Vector: [1.5687435192323131, 0.6087261083987133] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 2.731543368248131 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.6860539735424032, -0.3023319097923323] Predicted: 4.114450346843249 Movie Vector: [1.686522936504516, -0.7112579649311414] User Vector: [1.8314626305089616, -0.44926227998928586] Predicted: 3.4083451086897636 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.0351755835517387, -0.3425746483572074] Predicted: 3.443636248231994 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.613480496510219, -2.2294687136497893] Predicted: 4.253570278128549 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.813928639717667 Movie Vector: [0.9366599173081807, 0.39289456380556614] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 1.8461400455086454 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 4.594489454342204 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.752298238100789, -0.11525486452454405] Predicted: 3.2771874197663555 Movie Vector: [1.4618297212020348, -0.5331198896475182] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 2.5500596901357557 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.707118916724626 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [2.3437251280948592, -0.08896214036025075] Predicted: 4.257453331651725 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [1.9779356684625342, 0.3678189224825564] Predicted: 4.775628767439684 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.3707935133953082, 0.13420546214142823] Predicted: 2.209910486723298 Movie Vector: [1.7350298149556023, -0.6471256981054889] User Vector: [1.660672325546355, -0.11474908568917624] Predicted: 2.9555730798781568 Movie Vector: [1.4233110832237343, -0.24334013790187595] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 2.3658590078665376 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [2.2249510413257934, -0.5954049685432198] Predicted: 4.030322913441412 Movie Vector: [1.4557657837380404, -0.2048447073346527] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.600135093873798 Movie Vector: [1.6241443991180253, -0.6187091337060737] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.7577987733120217 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.6038004292920536 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.459051500697981 Movie Vector: [0.8873714387130497, 0.9851834472345126] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 1.937906783627835 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.2907719150504184
avg loss: 1.0203662397193543: 81%|████████████████████████████████████▌ | 12185/15000 [00:17<00:03, 740.09it/s]
Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 2.7098710708223352 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 3.278284326270214 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 3.337410600809341 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.8348080354284335, 0.38845679468805555] Predicted: 2.7783709724289043 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 3.3534274713392165 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.5055107399108567 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 4.299893081443145 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 4.204248984310665 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 3.354475911798594 Movie Vector: [1.4686710448474392, -0.542458829586293] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.2510850596000687 Movie Vector: [1.2972494950290259, 1.0600207804868944] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 2.0830390462248607 Movie Vector: [1.238906270642222, 1.209054882379279] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 0.9060852984005933 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [2.356251365083562, -0.19614483906470365] Predicted: 4.6399208202074815 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 5.1400361590947785 Movie Vector: [1.9159071881694454, -0.1448349045756676] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.6332250373235286 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.97111995329452 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.1592102569967806 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 3.730378811702155 Movie Vector: [1.6558602794425412, 0.16324505114606083] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 2.8708388834655616 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.1508129023073557, -0.6019382225081028] Predicted: 4.800423867114097 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.877509857380381 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 3.810906356940691 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.9706158897005803, -0.2909818224315464] Predicted: 4.1734505875940595 Movie Vector: [2.081260465341926, -0.8686604711439337] User Vector: [1.9724607650490051, -0.5275425719214918] Predicted: 4.56345998880839 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.3169288412488824 Movie Vector: [1.603997159927529, -0.5188335163627081] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 3.5590168845243193 Movie Vector: [1.5385239379703948, -0.02567830390186909] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.187199931832228 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 3.7248953791253476 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.6561461074764496, -1.2777469216872785] Predicted: 3.0155090963448945 Movie Vector: [2.0012249829097897, -0.06132968402798357] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 3.4567135721581854 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 2.9972957008052634 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 2.996069384745754 Movie Vector: [1.5400491219202979, -0.5281186623530704] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.5942434199886257 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [2.1298571626448806, -1.1868129609468208] Predicted: 4.616570532242325 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.9405328106647783, 0.020347122388271528] Predicted: 3.77415048827281 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.1458657563486057 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 3.994745750554192 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.257003205511969 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [2.136840849531964, 0.5774417037809095] Predicted: 4.315374153640887 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 3.810145548615824 Movie Vector: [1.4330813763801025, 0.6333126093819914] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 2.608342591034084 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 2.6521830896323118 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [1.9221854851515263, -0.6949953638546816] Predicted: 4.373267972396515 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 2.9340538776008613 Movie Vector: [1.4020600956107174, -1.7322939623227567] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.177326823440577 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.15234381198646 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.4070130029409573 Movie Vector: [1.0928801748490398, -0.1849073506776156] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 1.834365819406586 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 3.7325424280580464 Movie Vector: [1.8539845109474555, -0.8656853357343899] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.6484423902609096 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 3.414966244547784 Movie Vector: [1.7395115587742667, -0.5994249801308811] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.3886121635534545 Movie Vector: [1.7768979835971408, 0.11790927198930427] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.728520245033696 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.498303685688842 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.657894012272763 Movie Vector: [1.9321581471455023, 0.6486267571410341] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.7995040250604575 Movie Vector: [2.3505770184460397, -0.267065611291719] User Vector: [2.330880905565354, 0.7686145500300864] Predicted: 5.27364457470512 Movie Vector: [1.590026413273074, -0.38950361378624027] User Vector: [2.0302818687313535, -0.5288093404988382] Predicted: 3.434174946800484 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [2.575385330114598, 0.2697400317831761] Predicted: 4.253098430580171 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.0923346436232548, -0.8183385705408144] Predicted: 2.106474249222734 Movie Vector: [1.1310229701701613, -0.286541946198252] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 2.6334626569249378 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.9280740669767793 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.1479222194515883 Movie Vector: [1.7559085472399403, -0.797259399232401] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.0230274246700874 Movie Vector: [1.581524634319279, -1.5438984524992194] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.034965931579698 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.121547974207263 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 4.388116118185544 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 3.296106613630464 Movie Vector: [1.7880571772526417, -0.2536580961052318] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 3.011816215314619 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.3707935133953082, 0.13420546214142823] Predicted: 2.2245735369498494 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 4.055342970059579 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.399911733700866 Movie Vector: [1.0985657594193121, -1.068154153119291] User Vector: [2.457604075179431, -0.4326456442326743] Predicted: 3.1619719289175903 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.9505291528888011, -0.7853510909804959] Predicted: 3.9610893814727537 Movie Vector: [1.8392925310041277, -0.4302383796642656] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.674573867631563 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 4.137437063388927 Movie Vector: [1.603997159927529, -0.5188335163627081] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 2.952256138276739 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.522748335004687 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.7675467306727835 Movie Vector: [1.6261094975279082, -0.49675806371222636] User Vector: [1.930421660136545, -0.2244795425662365] Predicted: 3.2505890186898374 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.355202133232068 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 3.623168498786091 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 3.991647472084191 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.774120673143788 Movie Vector: [1.7373762831538324, -0.681725255900933] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.9232765732107033 Movie Vector: [0.8837652779179105, -1.2091748745303252] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 2.2072327282568045 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 4.789692796353434 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 3.0505451221770956 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.34322399939808 Movie Vector: [1.4672765223181674, -0.34547033813221745] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.290811248253511 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.9308283726656346, -0.12520510458503067] Predicted: 3.8266816440796654 Movie Vector: [2.0675385393535777, -0.7967070162353432] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 4.23934339304586 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 3.712000180910898 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.718127070385825, -0.4301796182355823] Predicted: 3.713479379369645 Movie Vector: [1.3362266511101968, -0.5720025159543989] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.153993802313923 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.2659310372327575 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.675330532831471 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.8089408834063896 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.491947584107276 Movie Vector: [1.49186160845158, -0.33162291162057683] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 3.3764970693185847 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [2.0481920331992765, -0.422777717955005] Predicted: 3.107833776421661 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 3.305243112819423 Movie Vector: [1.2804541835943064, -1.3838090895864386] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.467692154062034 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 3.1500459790353696 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 3.746065075260842 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.513547368852006 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 4.58669012015527 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 3.781043246130853 Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 2.820379297299355 Movie Vector: [2.219019070923142, -0.48564082316578167] User Vector: [1.8827240522827102, -0.6570683279951273] Predicted: 4.49689978098475 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 4.041656299791877 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.097591984796803 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 2.83013797739775 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.425124053956068 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.9907908801693015 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 4.2319902911615275 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 3.266936058453127 Movie Vector: [1.858184106714311, -1.1471259526835411] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 4.261963782372331 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 4.059446414306977 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [1.3707935133953082, 0.13420546214142823] Predicted: 1.5460484232143434 Movie Vector: [2.34890872550118, -0.5854511613227469] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 5.761218296824113 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [2.1452788613308953, 0.06787252521231574] Predicted: 4.060814088067057 Movie Vector: [1.7490965509605323, -0.22079872401802864] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 2.6931545375795163 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.5972658751841866 Movie Vector: [1.0269923755892423, 0.3928580328952428] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 1.733383156571402 Movie Vector: [1.574169575941929, -0.006594190293591963] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 3.6470003581342136 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 3.856176100278665 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 3.946796079314038 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 3.8107398518085924 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [1.7595525453212264, -0.6342628019088277] Predicted: 4.5363703239289945 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.997200752739515, -0.39079179351776683] Predicted: 4.4380157107455425 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted:
avg loss: 1.0202952750494005: 82%|█████████████████████████████████████ | 12360/15000 [00:17<00:03, 767.20it/s]
4.087885748583514 Movie Vector: [2.131989938835851, -0.37925708949466247] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 3.2329559712679137 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.1882970203454875, 0.3098432806509722] Predicted: 3.4935769594025134 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [2.16281557875338, -0.27127810951873654] Predicted: 4.564273802880862 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.712879856142249, -0.5576809228897028] Predicted: 3.8762010588514415 Movie Vector: [2.044497301846825, -0.3597740731363865] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.9107125944750956 Movie Vector: [1.092279695406574, -1.6586613169893978] User Vector: [1.913865212206943, -0.36802760625469205] Predicted: 2.700909265117501 Movie Vector: [1.8535767896078876, 0.05069777063340627] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.25732059702526 Movie Vector: [0.5978708159090566, -0.7053359196925679] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 1.8358797551396084 Movie Vector: [1.4875972928765169, 0.05867803017515138] User Vector: [2.356251365083562, -0.19614483906470365] Predicted: 3.4936437592495655 Movie Vector: [1.4864586904064854, -0.6812737439503115] User Vector: [1.7595525453212264, -0.6342628019088277] Predicted: 3.04760876592443 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 3.927846495815156 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 4.437871656944548 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.1988403153605285 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 3.2021650922907328 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 3.104760512368032 Movie Vector: [1.155999836671663, -0.4947104575793158] User Vector: [1.6707567205250804, -0.6664206615274566] Predicted: 2.261079766449635 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.3538692731222466 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [2.0274852109101196, -0.06576085255757377] Predicted: 4.061188062730356 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.568708699933425 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 3.6529531335912786 Movie Vector: [1.9243527551456427, 0.3151041842996691] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.350305800994862 Movie Vector: [1.636296701130132, 1.077164075361432] User Vector: [1.8314173892317782, 0.652606149693926] Predicted: 3.69970613220256 Movie Vector: [1.32497397247662, 0.9917950342218046] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 2.817501954743915 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 3.6184772949978066 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 3.3188922862370704 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 3.7944126122972257 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.673900115170978 Movie Vector: [1.7286920883212318, -0.574313699972543] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.8430348657036513 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.4728730686028957 Movie Vector: [2.035833986291616, -0.22304192772437215] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 3.6971025068559684 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.4794429901205903, -0.7023173571395815] Predicted: 2.8820168705616167 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.400813881625877 Movie Vector: [1.873690113463859, 1.6676553137633905] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.361455467699432 Movie Vector: [1.2143740739208277, -0.517644782564683] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 2.7344330497118055 Movie Vector: [1.577225178811699, -0.6829886927386359] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 3.208331549903536 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.56261339579531 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.8605227679591465 Movie Vector: [1.931756761737249, -0.012140276453111684] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.4137951869336267 Movie Vector: [1.8210200483362358, 0.070115111873626] User Vector: [1.702790754662786, -0.5824035716579201] Predicted: 3.0599808107801274 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 5.171340025770533 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.7569315596195592, 0.33101574384080823] Predicted: 2.4359464718431276 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 3.563185058489455 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 3.8114715010600118 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [1.983697449056887, -0.6168036364518009] Predicted: 3.6705808228445584 Movie Vector: [1.4297379206770022, -0.9387768275619139] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 3.676749382996049 Movie Vector: [1.8619142376642437, -1.5232967376032556] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 3.082759582429088 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 4.447803726328471 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [1.9824754353613008, -0.03735867353886629] Predicted: 4.478963586992356 Movie Vector: [1.1149766195773483, 0.10693955428154733] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 1.9821902375049472 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 4.974872422588683 Movie Vector: [2.0675385393535777, -0.7967070162353432] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 4.063216611183596 Movie Vector: [1.8236200935279572, -0.7113313949873792] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.9676614345692447 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 3.3107367567517922 Movie Vector: [1.543508227427933, -0.46416656141263] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 3.0179859911635445 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 2.673907537771412 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 3.2110479721782004 Movie Vector: [1.5485768995438518, -0.4373633717984546] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 2.7698336823414107 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 3.0341928675361003 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 5.253384673765438 Movie Vector: [2.0874111809494105, 0.8380597717238493] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 3.383026258609438 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 3.126817758545616 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 4.123584571236235 Movie Vector: [1.963168184044114, -0.2596248918721113] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.7875543152336 Movie Vector: [1.4725816517560124, -0.6380255930391905] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 2.732208715438391 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 5.447975048191731 Movie Vector: [1.6065581331122498, -0.6645509695255036] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 3.77456801610639 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.1914720728811545 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 3.6957321136058647 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.8693905714588228, -0.28156727206580084] Predicted: 3.650412847831034 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.9060823290359106, -0.5186060287501063] Predicted: 4.262475141437274 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.5891050653689405, 0.34406796897929603] Predicted: 2.5981810275016475 Movie Vector: [1.9159071881694454, -0.1448349045756676] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 3.4553617304518616 Movie Vector: [1.3707622451053003, 0.0951578188061295] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 2.499673741231371 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 3.1711299038259355 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 3.3477518914204962 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [2.357768907186784, -0.5430698376322405] Predicted: 3.997640576798012 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.8444914922971485, 1.3674335187542077] Predicted: 2.56701346519011 Movie Vector: [2.271519648981027, 0.6977433715563491] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 5.686176205163605 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [2.0063311990611448, 0.4861644365224273] Predicted: 2.827947887125581 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 3.0287433479514387 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 4.092511998807822 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 2.6030705512427015 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 3.0688029045360383 Movie Vector: [1.401159149850456, 0.21432208331411237] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.0635603780272262 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 4.575861214587348 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 4.821426187733585 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 3.3434091040933214 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 2.7955530798737023 Movie Vector: [2.0627262247614464, -0.0690454409015909] User Vector: [1.478373378630236, -0.2642260059536054] Predicted: 3.0677231391685043 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.1849318468282966 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 2.712818776798566 Movie Vector: [1.4275542264679326, -0.6688705029836812] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 2.9889176075931925 Movie Vector: [2.06482460854415, -0.6551456388663708] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.2211853748521 Movie Vector: [1.8629335988468256, -0.8748992910436644] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.6693458640672674 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.9390946350984608, -0.14547050884143592] Predicted: 3.8248756105392547 Movie Vector: [2.096426487507864, -0.26996030533950616] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.644291142830516 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.265878583103157 Movie Vector: [1.749529066637583, -0.4448578875107601] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.2519906187506806 Movie Vector: [2.077742925670176, 0.032881468630514284] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 3.73977046358151 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 3.2674851034209627 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.93494088894306, -0.44155776336646196] Predicted: 3.972422570996756 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.5553373766789442 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [1.8073066088142484, -0.23683900657043372] Predicted: 3.832204137220555 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [2.0584425535123243, -0.3140047961722548] Predicted: 4.249946766550649 Movie Vector: [1.518521096800182, -0.8914967293745502] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 2.723088127167952 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.913865212206943, -0.36802760625469205] Predicted: 3.7609982058807154 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.103106381026495 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 3.4418048689582967 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [2.0003979182329217, -0.3116765220421019] Predicted: 3.035649909245159 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [2.1498670278251004, 0.027947865170117655] Predicted: 4.438387356940722 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.0629972876249796 Movie Vector: [1.1553397840499173, 0.5313584787854072] User Vector: [1.9597547366362078, -0.06017987133079619] Predicted: 2.2322055293322456 Movie Vector: [1.627099512679851, 0.11025395792228924] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 3.731971120005743 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.770738939083495 Movie Vector: [1.2538643952301014, -0.6292220598461863] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 2.2854713890216325 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [2.1298571626448806, -1.1868129609468208] Predicted: 5.084389502883095 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [2.0731528259394154, 0.044396469914485606] Predicted: 4.931832503290451 Movie Vector: [1.7610490501436837, -0.32701900900576675] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.3874647212122833 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 3.153511507383712 Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.4794429901205903, -0.7023173571395815] Predicted: 3.0456586298069896 Movie Vector: [1.3370161025132772, 0.025605748007684087] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 3.0695141931725622 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.1923092852234793 Movie Vector: [1.3618595242049125, -0.5259838955536645] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 2.3707827020313124 Movie Vector: [1.7933405788827876, -0.003242906110792868] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 3.5565452750588604 Movie Vector: [1.1339321416273636, -0.7882928265630695] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 3.3099481880623336 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 3.378912524478866 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: 1.7087748193939158 Movie Vector: [2.0874111809494105, 0.8380597717238493] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.8759460808386 Movie Vector: [1.6091052055186825, -0.7361850160795136] User Vector: [0.9402588008947995, -0.43891157027762284] Predicted: 1.8360954524768927 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 4.9795550780108355 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.7069450178428294, -0.20436665779539467] Predicted: 2.797490976536234 Movie Vector: [1.4714750750995818, -0.8307498025860436] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.352997587447054 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 2.840868331250277 Movie Vector: [1.6213610730962418, -0.11179425577401174] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.5333497506532217 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 4.031174690265591 Movie Vector: [1.5706725255240264, 0.05423568064680032] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 2.494405326628515 Movie Vector: [1.5420671610842525, -0.8939834344152224] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 3.3756010249833066 Movie Vector: [1.6845531785037984, 0.9960814179218169] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 2.9517663242449546 Movie Vector: [2.237411649413639, 0.2596837864940148] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 3.8835626476669187 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [1.851796960192259, -0.4862226537109855] Predicted: 4.117255072038721 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 4.255326577459036 Movie Vector: [2.0215750302348163, -0.2583145597822566] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 3.792826706723472 Movie Vector: [1.5978617285465866, -1.7139002684217153] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.5637429945109353 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [1.3532849704354921, -0.7246498548735582] Predicted: 2.637731048251467 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 2.754887191895607 Movie Vector:
avg loss: 1.019435501808733: 83%|██████████████████████████████████████▍ | 12515/15000 [00:17<00:03, 746.45it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 0.9925304462136437: 0%| | 71/70000 [00:00<02:07, 550.41it/s]
Movie Vector: [1.8750716826779108, -0.38671545012315006] User Vector: [1.8550306283996485, -0.22976367987294843] Predicted: 3.56716856669641 Movie Vector: [1.461945249021677, -0.23049079378405463] User Vector: [1.6625685342069492, -0.802553430601354] Predicted: 2.615565347030205 Movie Vector: [2.1716952398811484, -0.04830421199122123] User Vector: [1.6202178479881102, -0.47487362468897004] Predicted: 3.5415577842822725 Movie Vector: [2.3189528145730445, -0.17714738295934276] User Vector: [1.967360897699232, -0.1514962206064333] Predicted: 4.589054250009246 Movie Vector: [1.89362809935605, -0.5678136606844825] User Vector: [2.0193288988914433, 0.6201337684345383] Predicted: 3.4717375196136704 Movie Vector: [1.6063052359470273, 0.05959287071166165] User Vector: [1.5389266378540765, -0.18873352656600378] Predicted: 2.460738743475754 Movie Vector: [1.5731579098625523, 0.21148295870472122] User Vector: [2.1926111811094846, -0.8707768457456064] Predicted: 3.2651691591056133 Movie Vector: [2.2105494631350733, 0.5745391364780799] User Vector: [1.8875837723086488, -0.47369259219093] Predicted: 3.9004423616259194 Movie Vector: [1.7739842686893659, -0.44554001906467133] User Vector: [1.6177453289775539, 0.24819701538415342] Predicted: 2.7592730613858336 Movie Vector: [1.7607154994698484, -0.47047480239871625] User Vector: [1.530235143485435, -0.16343194300658434] Predicted: 2.771199346059934 Movie Vector: [1.8318199835424973, 0.062119229616811586] User Vector: [2.3437251280948592, -0.08896214036025075] Predicted: 4.2877562659506205 Movie Vector: [1.6060432440506656, -1.1377956440221575] User Vector: [2.0471048408783377, 0.15056281296474128] Predicted: 3.1164291868130616 Movie Vector: [2.194491287182661, 0.011828467752418902] User Vector: [1.6441014395511844, -0.2622014048071208] Predicted: 3.6048648434781447 Movie Vector: [1.9476455470022551, 0.09810106229568616] User Vector: [1.700958646116065, -0.6169325712633256] Predicted: 3.2523427921371977 Movie Vector: [2.0759963750524095, -0.24082199512896263] User Vector: [1.8985101030335316, 0.29960040554603345] Predicted: 3.8691497244929463 Movie Vector: [1.7659341411129366, -0.5428655612053751] User Vector: [2.0338452576705, 0.0006530125989637377] Predicted: 3.5912822802099624 Movie Vector: [2.036476567072618, 0.36873723957644144] User Vector: [1.7379484917181705, -0.4087669908755124] Predicted: 3.3885637663178496 Movie Vector: [1.4941521428276952, -0.8410598213371077] User Vector: [1.610552982008186, 0.14340867422478124] Predicted: 2.2857959152833796 Movie Vector: [2.081260465341926, -0.8686604711439337] User Vector: [1.9932341716854103, -0.4075396125921422] Predicted: 4.5024530315815126 Movie Vector: [2.1377544542257585, -1.4325430927885512] User Vector: [1.746870636731727, -0.5486461292512694] Predicted: 4.520339707473517 Movie Vector: [1.3909725982612564, -0.210761769072323] User Vector: [1.7944876409211847, -0.6088699492558874] Predicted: 2.624409644079999 Movie Vector: [1.8042790624370826, -0.38502693541713173] User Vector: [1.9367975995136901, -0.6151807747841596] Predicted: 3.7313845254236346 Movie Vector: [2.284737394163035, -0.17451263155982139] User Vector: [1.9074966568546114, 0.8692632377862983] Predicted: 4.206431526012408 Movie Vector: [1.790476930779107, -0.5428576811806755] User Vector: [2.2502567448260677, -0.3514167564092749] Predicted: 4.2198020754535355 Movie Vector: [1.7013629455455845, 0.25427788412663627] User Vector: [1.78288231416523, 0.23123486811683233] Predicted: 3.092127818590334 Movie Vector: [1.9058358586400908, -0.3750785327961636] User Vector: [2.0908006985657277, -0.37040343477316834] Predicted: 4.123653321453695 Movie Vector: [1.4310719569730448, -0.4177106465358285] User Vector: [1.7619409848923013, -0.17165049348548014] Predicted: 2.5931645719328538 Movie Vector: [2.071004363268476, -0.16432136881600923] User Vector: [1.9431210383037365, -0.2803911467121809] Predicted: 4.070286405717446 Movie Vector: [1.4752339940782961, 0.22693051077995152] User Vector: [1.6032571987207305, -0.570238851851658] Predicted: 2.235774926886294 Movie Vector: [1.735833619413303, -0.5924423725229399] User Vector: [1.7088407469623677, -0.1904830435684813] Predicted: 3.0791134450577204 Movie Vector: [1.6776227534325567, -0.6707662520568527] User Vector: [1.8364702849463928, -0.40869562238289153] Predicted: 3.3550435668866543 Movie Vector: [1.8655032612441078, -0.576450768713068] User Vector: [1.9820138030396328, -0.6535786389362255] Predicted: 4.074209122230499 Movie Vector: [2.099960742340499, 0.6928158416028881] User Vector: [2.012826663636654, -0.5390783371529739] Predicted: 3.853374962928655 Movie Vector: [2.0227718435924187, -0.5912629798406752] User Vector: [1.9213142685490006, -0.1463410807491341] Predicted: 3.972906468590119 Movie Vector: [2.0542701041307634, -0.5026780017548776] User Vector: [2.052778572022421, 0.12590043271006626] Predicted: 4.153674272971128 Movie Vector: [1.3646730098200954, -0.2683467032611758] User Vector: [1.6121376136752115, -0.19833207427105962] Predicted: 2.253262447779927 Movie Vector: [2.131989938835851, -0.37925708949466247] User Vector: [1.8073066088142484, -0.23683900657043372] Predicted: 3.942982378694229 Movie Vector: [2.112767231662106, -0.19405104679121876] User Vector: [1.9270307551441055, -0.14841535619077106] Predicted: 4.10016758910226 Movie Vector: [1.45173976404562, -0.8456174394351679] User Vector: [1.8031282904599042, -0.6455352753642224] Predicted: 3.1635489255548133 Movie Vector: [2.1318502027934954, -0.458246662846983] User Vector: [1.7392378073525359, -0.26807550379908185] Predicted: 3.830639177317571 Movie Vector: [1.6821165985785411, -0.43896891238490165] User Vector: [1.914783379055393, -0.36230252087887016] Predicted: 3.379928448135889 Movie Vector: [1.9852099210795198, 0.0782951333016823] User Vector: [1.9243260409819944, -0.34362241690925044] Predicted: 3.7932871850117738 Movie Vector: [2.1555187100556634, -0.3928074251365827] User Vector: [1.8290884910534866, -0.5190960397331237] Predicted: 4.146539243579437 Movie Vector: [1.9210734574575266, -0.5780874183999448] User Vector: [1.8036428709389893, -0.41613840600154983] Predicted: 3.7054948229158873 Movie Vector: [1.9235343526061266, -0.23625393020603894] User Vector: [1.5421291726820412, -0.1666101061099833] Predicted: 3.0057007321905007 Movie Vector: [1.805852707593346, 0.3345877531811121] User Vector: [1.9311509198067103, -0.7276208159259163] Predicted: 3.243921103335868 Movie Vector: [2.111070336766161, -0.46816636485221313] User Vector: [1.7648762980022266, -0.36930498702707343] Predicted: 3.8986741740724344 Movie Vector: [1.218124302560428, -1.3225580601913716] User Vector: [1.6877273590636506, -0.42820029435026186] Predicted: 2.622181462840819 Movie Vector: [2.066498226179843, -0.0856782016764003] User Vector: [2.0330339598408256, 1.0477998657855199] Predicted: 4.111487463557172 Movie Vector: [1.8721984763519053, -0.2657094517957224] User Vector: [1.8098844634904352, -0.5631684479114609] Predicted: 3.5381021144829803 Movie Vector: [1.5315876550893859, -0.04729515333500238] User Vector: [1.8407396161378056, -0.4415538995674198] Predicted: 2.840137431696347 Movie Vector: [1.6668103055614707, -0.6259250371251333] User Vector: [2.052225075659985, 0.001870500021056645] Predicted: 3.419499112646609 Movie Vector: [1.0269923755892423, 0.3928580328952428] User Vector: [2.1498670278251004, 0.027947865170117655] Predicted: 2.2188765894414373 Movie Vector: [1.741622685171526, -0.2900163182981041] User Vector: [1.6496123450493876, -0.4755274355881002] Predicted: 3.010912997996012 Movie Vector: [1.98099087912366, -0.5503417861416862] User Vector: [2.1508129023073557, -0.6019382225081028] Predicted: 4.59201249869442 Movie Vector: [2.213671650668331, 0.008769582132790244] User Vector: [2.1660216877018703, -0.3250644025799715] Predicted: 4.792010125821531 Movie Vector: [1.5598196508363291, 0.14690364946163423] User Vector: [1.914399488191848, 0.03035231084697365] Predicted: 2.9905768064656697 Movie Vector: [2.3505770184460397, -0.267065611291719] User Vector: [1.5016603777166928, 0.26609248330950064] Predicted: 3.4587042216566743 Movie Vector: [2.1778403906315247, 0.3548251309266838] User Vector: [2.1810585058921066, -0.04321116553937715] Predicted: 4.7346649009922706 Movie Vector: [1.4808158024169829, -0.23959996856581645] User Vector: [2.0299618279855665, -0.19134929816480306] Predicted: 3.0518468390096696 Movie Vector: [1.632456022102766, -0.31512724496376365] User Vector: [1.8536260808433187, -0.790722428592878] Predicted: 3.275141238852954 Movie Vector: [1.7040333496624926, -0.47632568361159533] User Vector: [1.5148644839099574, -0.008648837326919333] Predicted: 2.585499264154018 Movie Vector: [1.8360785483101802, -0.5842470077124644] User Vector: [2.1189878862728633, -0.19570414621172166] Predicted: 4.004967763935857 Movie Vector: [2.081882824439511, -0.22687122508036037] User Vector: [1.9294390386935945, -0.35914081810564674] Predicted: 4.098344712839267 Movie Vector: [2.233124079124363, -0.14717876632167476] User Vector: [1.8402868719230074, -0.5877342604028559] Predicted: 4.196090929558795 Movie Vector: [1.9480083243508932, -0.7645855733325452] User Vector: [1.6944917475029584, 0.17318919956758896] Predicted: 3.168466066233265 Movie Vector: [1.616873953327431, 0.14780823073375043] User Vector: [1.5418054201769618, -0.16657034191152467] Predicted: 2.468284557452527 Movie Vector: [1.7429096931860393, -0.24847470096784585] User Vector: [1.6599149526404662, -0.32721950246205356] Predicted: 2.97438762884662 Movie Vector: [1.4544163926517188, -0.35409544867009873] User Vector: [2.0905006038273166, 1.0943552552321631] Predicted: 2.6529521319488527 Movie Vector: [1.4859287759912243, -0.036342568874430166] User Vector: [1.9925131585941627, -0.11399771427746212] Predicted: 2.9648756086788888 Movie Vector: [1.717171117184091, -0.44560169424310403] User Vector: [1.7286459465490913, -0.11774988304956976] Predicted: 3.0208504386352693 Movie Vector: [1.2867800446295963, -1.3399769927013971] User Vector: [1.855185852327089, 0.2960543496614616] Predicted: 1.990510116718114 Movie Vector: [2.035833986291616, -0.22304192772437215] User Vector: [1.8146531545381117, -0.10987306287117443] Predicted: 3.7188388650877484 Movie Vector: [2.1141700134912784, 0.19369148059913716] User Vector: [1.8005125156005959, -0.13536936137339392] Predicted: 3.7803696773663553 Movie Vector: [1.6149799724205702, -1.1385328417673006] User Vector: [1.8024186478975608, -0.014463964059008256] Predicted: 2.9273377163752468 Movie Vector: [1.7645503221526273, -0.4745563647219506] User Vector: [1.910354333603452, -0.09625238313265497] Predicted: 3.416593535820896 Movie Vector: [1.7216276765797063, 0.061647959100203424] User Vector: [1.4372237477240022, 0.06059378289715961] Predicted: 2.4780996645690223 Movie Vector: [2.1611941775376766, 1.2922634132875785] User Vector: [2.175044472988996, -0.5163586392358178] Predicted: 4.033422073289915 Movie Vector: [2.3182957379624547, 0.23030603168225627] User Vector: [1.7791881886669432, -0.42775540088570235] Predicted: 4.0261697459110755 Movie Vector: [2.0330584493668415, -0.2977800670326969] User Vector: [1.9280011750170938, 0.22952673297478357] Predicted: 3.8513905933266743 Movie Vector: [1.811278339722283, -0.5985028419426975] User Vector: [1.6573806849994384, -0.2495949464170992] Predicted: 3.1513610201787317 Movie Vector: [2.1265286675606316, -0.010781965532245887] User Vector: [1.9652114968104695, -0.2493618297248272] Predicted: 4.1817671964403536 Movie Vector: [1.4166147786157304, -0.31879517876797203] User Vector: [1.9109095517447061, -0.02832823095288476] Predicted: 2.716053615050317 Movie Vector: [1.9093064028443625, 0.12258734780629514] User Vector: [1.4854075869748073, -0.00041479861371531215] Predicted: 2.836047367582665 Movie Vector: [1.9349887879438272, -0.5894803408406382] User Vector: [2.1631495395792992, -0.45044329763145435] Predicted: 4.451197574348966 Movie Vector: [1.682278762189259, -0.7123423731337537] User Vector: [1.6465351717733738, -0.34306079519974264] Predicted: 3.0143078916537274
avg loss: 0.9955609284635344: 0%| | 71/70000 [00:00<02:07, 550.41it/s]
Movie Vector: [2.1198305791255825, -0.058191384750358024] User Vector: [1.9424738955026697, -0.5546664708127312] Predicted: 4.149992372850937 Movie Vector: [1.979120788364339, -0.5462933599152132] User Vector: [2.1399093166621848, -0.945807774954433] Predicted: 4.751827521034446 Movie Vector: [2.032884319895876, 0.26044492939628283] User Vector: [2.0434580279452454, 0.12818116125815818] Predicted: 4.187497916869053 Movie Vector: [1.932729630644394, -0.30600386945861086] User Vector: [2.1267684926036905, 0.21097964824710244] Predicted: 4.045907894435436 Movie Vector: [2.082298667109123, -0.24070145173057972] User Vector: [1.7185453062829743, -0.5347016241082526] Predicted: 3.7072280578052315 Movie Vector: [1.997020294428312, -0.34183729981302935] User Vector: [1.779130466836416, -0.17666787194888003] Predicted: 3.613351317018759 Movie Vector: [1.9364463176666167, -0.6126098316763442] User Vector: [1.8657699194752135, -0.08626254475258432] Predicted: 3.665808573201771 Movie Vector: [1.9098876570058092, -0.20316608133760497] User Vector: [1.840364975339315, -0.7881625215656323] Predicted: 3.675018241750013 Movie Vector: [1.8038717400593878, -0.5973874374597535] User Vector: [2.0815239184741334, 0.03529635908511486] Predicted: 3.7337165712876543 Movie Vector: [1.9554391088491851, -0.3149343655344009] User Vector: [1.6961444597495594, -0.6305266007718436] Predicted: 3.515281705818804 Movie Vector: [1.8567364154561896, -0.4403156562177162] User Vector: [2.1965382571593963, -0.6625164090954974] Predicted: 4.370108917436412 Movie Vector: [1.8313520758709303, 0.5208467500910648] User Vector: [1.9950860995765527, -0.26112887112189054] Predicted: 3.517696946121972 Movie Vector: [1.3814151631969795, -1.7156659854654088] User Vector: [1.1957325668058065, -0.07541703632582983] Predicted: 1.7811935428628218 Movie Vector: [2.1493597510888467, -0.26510800318828354] User Vector: [1.8799373824549548, 0.31686091832140756] Predicted: 3.956659379071406 Movie Vector: [1.9000084898428027, -0.24251641683322117] User Vector: [2.1755782234931442, -0.6031707226299747] Predicted: 4.279895897345022 Movie Vector: [1.916980789462768, 0.24096752147986894] User Vector: [2.0481920331992765, -0.422777717955005] Predicted: 3.824469081941168 Movie Vector: [1.6564916103414795, -1.333924768646338] User Vector: [1.7914721737688322, 0.07738376410245768] Predicted: 2.86433450638093 Movie Vector: [1.586864070337247, -0.08552547282610752] User Vector: [1.6971716322305401, -0.07400408314403638] Predicted: 2.69950991858422 Movie Vector: [2.086384183280854, -0.4746015049448507] User Vector: [1.7462385863973529, -0.15010161021122603] Predicted: 3.7145630169950468 Movie Vector: [1.603997159927529, -0.5188335163627081] User Vector: [1.8177539039508326, -0.16329069985261016] Predicted: 3.000392787378171 Movie Vector: [1.9924027295254017, 0.1288049846357454] User Vector: [2.069432908213352, -0.1305262531939011] Predicted: 4.1063313428567705 Movie Vector: [2.098721835418987, -0.38892294596988836] User Vector: [2.125123929055369, -0.42322744898855913] Predicted: 4.6246468591558445 Movie Vector: [2.0901697514357087, 0.964642975743208] User Vector: [2.027574017460465, -0.3579600909904279] Predicted: 3.892670192722526 Movie Vector: [2.351468514346464, 0.33868654392873365] User Vector: [2.118718587261873, -0.19561845426706279] Predicted: 4.915846710502524 Movie Vector: [1.8542810446770421, 0.3608390737702253] User Vector: [1.827703906046998, -0.07422006577131914] Predicted: 3.36229520847705 Movie Vector: [1.8747960795310745, -0.6209855883196213] User Vector: [1.9106547175021997, 0.1438206608440459] Predicted: 3.49277741602392 Movie Vector: [1.7311057037630662, -0.42430500739491955] User Vector: [1.791894855759794, -0.19322042300077052] Predicted: 3.1839437983596675 Movie Vector: [1.8572699284803045, -0.2997124675093283] User Vector: [1.8354162034872201, -0.5667920085134094] Predicted: 3.5787379524184235 Movie Vector: [1.691939389347846, -0.1670207605028446] User Vector: [1.7439513736427934, -0.6147670682805818] Predicted: 3.053338885449852 Movie Vector: [1.9232747948903337, -0.23622588784789153] User Vector: [2.083917749530992, -0.5156240746464024] Predicted: 4.129750237126639 Movie Vector: [2.054717794128458, -0.13939771694391084] User Vector: [1.7051917222259505, -0.5748554388843854] Predicted: 3.5838213098114844 Movie Vector: [1.5651603089077941, -0.1232003855754514] User Vector: [2.2052708842860382, -0.7296421936590664] Predicted: 3.541494658065415 Movie Vector: [1.8236200935279572, -0.7113313949873792] User Vector: [1.7429666440810638, -0.1704775775607374] Predicted: 3.299775047555568 Movie Vector: [1.7709583544756333, -0.6511238780405648] User Vector: [1.9177559845050929, -0.22149977033822857] Predicted: 3.540489772052659 Movie Vector: [1.670503332489027, -0.36286953320681553] User Vector: [1.9058996138747588, -0.12224674944127306] Predicted: 3.22817127727314 Movie Vector: [1.6188467328556382, -1.1385638715638593] User Vector: [1.6040973978137718, -0.4629126818866968] Predicted: 3.123843486917982 Movie Vector: [1.8910126952963835, -0.25953312690592406] User Vector: [1.7356590546874315, -0.005331476789489134] Predicted: 3.2835370019622556 Movie Vector: [1.554902148701957, -0.2698944429559258] User Vector: [2.0525901108942435, -0.3888580433895558] Predicted: 3.2965273988434025 Movie Vector: [2.257843265207069, -0.1595642680252881] User Vector: [2.076550047529102, -0.5147191379460312] Predicted: 4.770655322163968 Movie Vector: [1.7211178720483538, -0.4258168239257488] User Vector: [2.071834569892604, -0.2662925941158549] Predicted: 3.679263372831137 Movie Vector: [1.7912087145714362, 0.2798191010546242] User Vector: [1.5976306538423255, -0.4668714053060323] Predicted: 2.731050412887992 Movie Vector: [2.388623900572378, -0.14217859558847767] User Vector: [2.174675179492611, -0.6085674343767364] Predicted: 5.281006372858144 Movie Vector: [1.6502148804370234, 0.26602740107465234] User Vector: [2.051517879071152, -0.6421851001111821] Predicted: 3.2146064983343736 Movie Vector: [1.7834439257988515, -0.6337977481709155] User Vector: [1.8696794654201228, -0.6189843053335331] Predicted: 3.7267793446678934 Movie Vector: [2.093935550416934, -0.49300784961085703] User Vector: [2.232459006736788, -0.7868416932483497] Predicted: 5.062544410227172 Movie Vector: [2.188144607401279, 0.01088436500868237] User Vector: [1.9051025486661608, -0.3372665881032441] Predicted: 4.164968935760143 Movie Vector: [2.050220941888127, -0.14471703267138927] User Vector: [2.1181190806216748, -0.33835409709527287] Predicted: 4.391577697427219
avg loss: 0.8883799430279559: 0%| | 163/70000 [00:00<01:34, 740.93it/s]
Movie Vector: [2.3138903932163246, 0.3386377683347196] User Vector: [1.8960227428907206, -0.7184989365280511] Predicted: 4.143877933677775 Movie Vector: [1.5653264526194666, 0.16235013308186957] User Vector: [2.179643301197831, 0.005716314666654362] Predicted: 3.4127813610866538 Movie Vector: [1.7856649161363691, -0.971874910498468] User Vector: [1.770059809256108, -0.3253143373286462] Predicted: 3.4768985433268123 Movie Vector: [1.6336920916850042, -0.5415304188768101] User Vector: [1.7453738288842002, -1.046985736565544] Predicted: 3.418378045762478 Movie Vector: [1.874575102828492, -0.15058239859861877] User Vector: [1.8584040654603688, -0.14211220988512302] Predicted: 3.5051175895419107 Movie Vector: [1.3842544755953237, -0.8470749703919552] User Vector: [1.9671422443136617, -0.15123011935729516] Predicted: 2.8511287047007685 Movie Vector: [1.6729023927778983, -0.1831816440109949] User Vector: [2.457604075179431, -0.4326456442326743] Predicted: 4.190584478253121 Movie Vector: [1.563712127063302, -0.9264594704423956] User Vector: [1.7518185878666657, -0.5935656811384845] Predicted: 3.2892545168823544 Movie Vector: [1.6882102013993836, 1.0883186711250412] User Vector: [1.8336035129935513, -0.2034434799045353] Predicted: 2.8740968182587023 Movie Vector: [1.4935624744883185, -0.2892256574252691] User Vector: [1.8501843074849718, -0.4786650789091241] Predicted: 2.90180807468072 Movie Vector: [1.7106885751492236, 0.17334799693047276] User Vector: [1.7545508158341934, 0.11091301459439129] Predicted: 3.020716584079762 Movie Vector: [2.193553134254453, -0.4015796973745156] User Vector: [1.894735293818246, -0.2979002382251981] Predicted: 4.275833229851816 Movie Vector: [1.6191137777637965, 0.3086548147506197] User Vector: [1.9617091377472349, 0.5637779792312125] Predicted: 3.350243080631774 Movie Vector: [1.7009746748161865, -0.49978494131540524] User Vector: [1.759053115246089, -0.18620207534955083] Predicted: 3.0851657939914983 Movie Vector: [1.8542288294568152, -0.462481310836771] User Vector: [1.9217976178851266, -0.2318957917333684] Predicted: 3.670700017202413 Movie Vector: [2.133246269677344, -0.23643188461585418] User Vector: [1.7535044786642224, 0.1108069868490943] Predicted: 3.7144585832436334 Movie Vector: [1.9927154688016375, -0.4108710813077824] User Vector: [1.8659037982502082, -0.6230848315080134] Predicted: 3.974222900537095 Movie Vector: [1.302562993926466, -0.5041651406951547] User Vector: [2.236720048898983, -0.47948037486221895] Predicted: 3.155206054122187 Movie Vector: [1.9298469924038513, -0.30628983288346334] User Vector: [1.8178931191117877, -0.2566330819579857] Predicted: 3.586859672214819 Movie Vector: [2.0599310010827154, -0.5952536135020421] User Vector: [2.1613332688086535, -0.551039171059956] Predicted: 4.780205461844996 Movie Vector: [1.3353766302374734, 1.063910496611155] User Vector: [1.708424764789831, -0.1614545134419654] Predicted: 2.109617353843139 Movie Vector: [1.8169552030137173, -0.3502254977336583] User Vector: [1.9929547981850895, 0.6280421717131063] Predicted: 3.4011532077476008 Movie Vector: [1.4091682137746957, -0.8416547855009285] User Vector: [1.810120714820361, -0.061150726127941986] Predicted: 2.602232375702423 Movie Vector: [2.3008165632815167, -0.25028583625705575] User Vector: [1.8036811275414688, -0.5616708369634669] Predicted: 4.290517668256295 Movie Vector: [1.7710525820250758, -0.4715788219307552] User Vector: [2.1086232348097482, -0.2539133503540532] Predicted: 3.8542227831603277 Movie Vector: [2.1394870249238536, 0.048921319730153214] User Vector: [1.879051616040567, -0.5821806123777158] Predicted: 3.991725507802166 Movie Vector: [1.6308071317097026, 0.05658796516184894] User Vector: [1.8414839025607155, -0.3428984643367335] Predicted: 2.9837011548706913 Movie Vector: [1.4618297212020348, -0.5331198896475182] User Vector: [2.030722936562774, -0.2878643274126467] Predicted: 3.1220373426578245 Movie Vector: [1.7919452372455145, 0.3398278226226902] User Vector: [1.9549245089962946, -0.945772681187345] Predicted: 3.1817177921265167 Movie Vector: [1.7801280952438798, -0.4726716648481277] User Vector: [2.080792534901222, -0.00885722821921172] Predicted: 3.7082638125597116 Movie Vector: [1.8983488339038275, -0.301843218609566] User Vector: [1.8298900978019361, -0.6755251190857662] Predicted: 3.6776724095309246 Movie Vector: [1.7460185586584702, -0.05576661815964154] User Vector: [2.113882395324888, -0.5373273992141061] Predicted: 3.720842824957362 Movie Vector: [1.4800233093549287, -0.29099013243929506] User Vector: [1.8835633602889283, -0.4322430254297521] Predicted: 2.9134961330902747 Movie Vector: [1.9880673137366183, 0.22629419103882262] User Vector: [1.4273565906950374, -0.26144080647385765] Predicted: 2.7785184472018014 Movie Vector: [1.4600495725525984, -0.3904971385462059] User Vector: [1.5680087346838247, -0.003918542030568073] Predicted: 2.290900662284069 Movie Vector: [2.156457956474647, 0.9529400580183841] User Vector: [1.2269775009700594, -0.4810404767302996] Predicted: 2.187522654577701 Movie Vector: [1.8670492184031224, -0.11237338455693709] User Vector: [2.0017196541212328, -0.5251566231127077] Predicted: 3.796322742850883 Movie Vector: [1.3566284267011324, -0.8891019340172993] User Vector: [1.532504124347418, -0.5775259038397336] Predicted: 2.59251805717543 Movie Vector: [1.91559099857502, -0.22131916635236915] User Vector: [1.9814639415961401, -0.36206031690685414] Predicted: 3.8758053780296446 Movie Vector: [1.4993901378051049, 0.779098545365665] User Vector: [1.5359890425123504, -0.10736258237887464] Predicted: 2.2194007903616413 Movie Vector: [1.9898981119733958, 0.80651649340826] User Vector: [1.8826261477953894, -0.4784584205071189] Predicted: 3.3603496095007364 Movie Vector: [2.0674746813952942, -0.21833627564234886] User Vector: [1.6110933973291555, -0.3529548887496463] Predicted: 3.407957664220515 Movie Vector: [1.7524135051316645, -0.713193864292565] User Vector: [1.722923097719556, 0.11042059333962806] Predicted: 2.940522415085665 Movie Vector: [1.6520292144198576, -0.08836695724005839] User Vector: [2.479823707028842, 2.0163261005041524] Predicted: 3.9185646083173324 Movie Vector: [1.9401394967225953, 0.08634325395214582] User Vector: [1.7580074970221713, -0.3349939810299364] Predicted: 3.381855310130637 Movie Vector: [1.9139144391993186, 0.3975639582305364] User Vector: [1.770712310583514, 0.1480391933169882] Predicted: 3.4478469065621336 Movie Vector: [2.188392213043962, -0.38664834149729105] User Vector: [1.748913865370771, -0.6407188303130744] Predicted: 4.075042357368646 Movie Vector: [2.1818172130783235, -0.49289384926049296] User Vector: [2.15494794623953, -0.3409537018695568] Predicted: 4.869756504927289 Movie Vector: [1.8934957569156323, -0.15089856414827385] User Vector: [1.8753621598335668, -0.2127438423855477] Predicted: 3.5830930326723602 Movie Vector: [2.356732648216168, 0.3382005134871085] User Vector: [1.7673256911669641, -0.79058315996173] Predicted: 3.897738525751071 Movie Vector: [1.853560039954018, 0.2881480139707804] User Vector: [1.8731484850671685, -0.12005385173756725] Predicted: 3.4373999018731864 Movie Vector: [2.1474514721198603, -0.2267894242690366] User Vector: [1.7886075327009707, 0.07765266017676623] Predicted: 3.823337077048923 Movie Vector: [1.946343282226396, 0.14664320227529998] User Vector: [1.6365434390915388, -0.5651185363223163] Predicted: 3.1024045369160644 Movie Vector: [2.147892869468298, -0.26111018137262565] User Vector: [2.378812122004936, 0.21407160707155656] Predicted: 5.053537318509969 Movie Vector: [1.8670335915441334, -0.03963300521922594] User Vector: [1.821417745021249, -0.04854585342238054] Predicted: 3.4025721322513003 Movie Vector: [1.3917012362560566, -1.229430291344724] User Vector: [1.8112655987685304, -0.02772024945002969] Predicted: 2.5548206873517287 Movie Vector: [1.9172051982110632, 0.5622018501545453] User Vector: [2.1013846329014116, 0.07132133195537048] Predicted: 4.068882526420229 Movie Vector: [1.9848820437193706, -0.4696597155801871] User Vector: [2.1234764106419104, -0.18237826589969858] Predicted: 4.300505922235249 Movie Vector: [2.0287365306378784, -0.4734262303556918] User Vector: [1.8801188879762478, -0.15961416372291534] Predicted: 3.889831401822395 Movie Vector: [1.7950005364402857, -0.17808396572383584] User Vector: [2.136840849531964, 0.5774417037809095] Predicted: 3.7327973626137587 Movie Vector: [2.1025842406078388, 0.3094439472936122] User Vector: [2.0110686324781817, 0.0475926853401102] Predicted: 4.2431684818433295 Movie Vector: [2.2768033125977296, -0.16112864683873077] User Vector: [1.7282205239890094, -0.21816858699010955] Predicted: 3.969971423121995 Movie Vector: [1.0129706813122206, -0.36890460474958564] User Vector: [1.7716523838766822, -0.8179890649620976] Predicted: 2.0963918550433083 Movie Vector: [2.179004624482038, 0.1888169685873259] User Vector: [1.7834951188032397, -0.10892097454359125] Predicted: 3.865677983384503 Movie Vector: [2.034851942162124, -0.47394540300084015] User Vector: [1.7415724725849693, 0.4836681607787141] Predicted: 3.3146098268766746 Movie Vector: [1.760886953991372, -0.08452142428583277] User Vector: [2.1548577877549673, -0.6073878393283868] Predicted: 3.845798251438361 Movie Vector: [2.362068591339143, 0.335813569871327] User Vector: [1.9839747200783815, -0.18390846076219705] Predicted: 4.624525415569918 Movie Vector: [1.9152917001106462, -0.23425062953478523] User Vector: [1.8329563318758235, 0.12964705404926374] Predicted: 3.4802761450786495 Movie Vector: [1.6094129115038756, -0.12315435873359588] User Vector: [1.9439668051409338, -0.13051576851869667] Predicted: 3.1447188615052997 Movie Vector: [1.7858796477566448, -0.37025510807969014] User Vector: [1.9402155845529134, -0.15502042783235256] Predicted: 3.522388629974937 Movie Vector: [1.9749738963288404, 0.5641625290472042] User Vector: [1.937090182861809, -0.12998956048284377] Predicted: 3.7523673067951973 Movie Vector: [2.0075924537945604, 0.11478837717005369] User Vector: [1.6006269955153851, 0.20510218904183933] Predicted: 3.2369500249706853 Movie Vector: [1.9524102701947195, -0.4812368364709566] User Vector: [2.3180253002266547, -0.7059914944475708] Predicted: 4.8654855160970705 Movie Vector: [1.9379969569049007, 0.34126846471571715] User Vector: [2.1180174157301894, -0.6200711873128933] Predicted: 3.893100564247966 Movie Vector: [1.5205781525818014, -0.5410086295255573] User Vector: [2.317277251495763, -0.9499687524508533] Predicted: 4.037542454954801 Movie Vector: [2.126480033394835, -0.48413845621397844] User Vector: [1.4869963357552154, 0.010334595618602338] Predicted: 3.1570646425463615 Movie Vector: [1.294324116462212, -0.5492345945751242] User Vector: [2.093813634937361, -0.215994677411132] Predicted: 2.82870523215512 Movie Vector: [1.9878802981248314, -0.295857919707296] User Vector: [1.9291384016572954, -0.42511244513426644] Predicted: 3.960669104669671 Movie Vector: [1.2664889152248253, 0.3193871398325541] User Vector: [1.8900538877919426, 0.04837332448360853] Predicted: 2.4091821158170927 Movie Vector: [1.858504260126472, 0.33506608279425465] User Vector: [1.7260004163681375, 0.10916819213853339] Predicted: 3.244357685305837 Movie Vector: [1.5945764481635518, 0.09867099188641028] User Vector: [1.6796190962362203, 0.019586518743332323] Predicted: 2.6802136739760334 Movie Vector: [1.7858924849595899, -0.9554479243613967] User Vector: [1.57776049258497, -0.35869824712603615] Predicted: 3.160428102462281 Movie Vector: [2.1788655666451118, 0.012527064200331967] User Vector: [1.851876587721454, -0.5669136021831926] Predicted: 4.027888367571932 Movie Vector: [1.6576443548436433, -0.5236526989725994] User Vector: [1.8756656928210431, -0.16501137992197265] Predicted: 3.1955953017360272 Movie Vector: [1.5144689199436803, -0.5405817384642517] User Vector: [1.796152340114236, -0.3849372339912823] Predicted: 2.928306933737749 Movie Vector: [1.6011068233977352, -0.12259669721916569] User Vector: [2.0869169190371846, 0.0614487301522003] Predicted: 3.333843507569644 Movie Vector: [1.5531818572337162, -0.8793095460144056] User Vector: [2.1802949485390535, -0.8724325430457699] Predicted: 4.153532820842946 Movie Vector: [1.4702319611538173, -0.4900310427617556] User Vector: [2.0811784424247066, -0.7985037102647087] Predicted: 3.451106668707269 Movie Vector: [1.7587804889896466, -0.5981520488943035] User Vector: [1.641225661724559, -0.46227889014365875] Predicted: 3.1630687371702906 Movie Vector: [2.0398675369128716, -0.0087306708027923] User Vector: [1.798023408863824, -0.5438888242799559] Predicted: 3.67247809662884 Movie Vector: [2.096426487507864, -0.26996030533950616] User Vector: [1.8128394956098988, -0.28389637525601863] Predicted: 3.8771254883458814 Movie Vector: [2.044497301846825, -0.3597740731363865] User Vector: [2.1857744256045275, -0.3318662547032711] Predicted: 4.588206789785364 Movie Vector: [1.3827030493652823, -0.6493959954368881] User Vector: [2.0051434695884423, -0.14043640189759032] Predicted: 2.863716826820682 Movie Vector: [1.8380940323372106, -0.3572254976606931] User Vector: [1.5005710002004125, -0.31028701348828724] Predicted: 2.869033033377661 Movie Vector: [1.2973586039750058, 0.7280109088587372] User Vector: [1.7268263144162688, -0.16418179081394652] Predicted: 2.1207868418298785 Movie Vector: [1.9275458189318944, -0.21072844076976677] User Vector: [1.7459091761559458, -0.1686951354497513] Predicted: 3.400868795592992 Movie Vector: [1.701983387949519, -0.6258929786281742] User Vector: [1.6768902394627494, -0.10431940397055825] Predicted: 2.919332113460139 Movie Vector: [1.7406823002134193, -0.18420331321914982] User Vector: [1.5946580217537687, -0.5223272529097336] Predicted: 2.872007403930761 Movie Vector: [1.7103257522183735, -1.0162819882239646] User Vector: [1.8918534716942856, -0.5016664276963865] Predicted: 3.745520266626968 Movie Vector: [1.2681913214394611, -0.45893531886284195] User Vector: [2.060260743419296, -0.9341236231426472] Predicted: 3.0415071175510473 Movie Vector: [1.8130975905929811, -0.5061542134556039] User Vector: [2.2307512087955303, -0.4771700980275662] Predicted: 4.286091297531232 Movie Vector: [2.0649780195594287, 0.1935458963507412] User Vector: [1.9652841208603766, -0.562213144781256] Predicted: 3.9494544647189964 Movie Vector: [1.7070763399101683, -0.069353874573066] User Vector: [2.2249406417879527, -0.31759062921766945] Predicted: 3.8201696679651023 Movie Vector: [1.827993866291611, -0.04906182343548028] User Vector: [1.438278495881104, -0.0034407300582920187] Predicted: 2.6293330769803913 Movie Vector: [2.026554807070979, -0.36884354195569286] User Vector: [1.7311940261211736, -0.12428925739161771] Predicted: 3.5542028655317934 Movie Vector: [1.3857885536256447, -0.10679640184950995] User Vector: [1.2232878078785328, -0.26022209727213746] Predicted: 1.7230090256182748 Movie Vector: [1.5864260832182597, -0.5680030154920227] User Vector: [1.4191244611822607, -0.14965853502892854] Predicted: 2.336342559743147
avg loss: 0.895431827257292: 0%|▏ | 240/70000 [00:00<01:33, 749.89it/s]
Movie Vector: [1.5223883171880925, -0.8494032730266214] User Vector: [1.956709546342728, -0.8440303020663155] Predicted: 3.695793854591358 Movie Vector: [1.1594850547965891, -0.8655399538390168] User Vector: [2.038447029777396, 0.6226629129751694] Predicted: 1.8246092370675924 Movie Vector: [2.2160978070447737, 0.573146769449125] User Vector: [1.4330565815986933, -0.27520999617330777] Predicted: 3.0180578276251064 Movie Vector: [2.089813108493037, -0.49155487368882284] User Vector: [1.747766451159787, -0.2728385013581004] Predicted: 3.7866203352906074 Movie Vector: [1.9196786608412064, -0.5943153687870917] User Vector: [2.0263843626919975, -0.1157202791265793] Predicted: 3.9587811600873932 Movie Vector: [1.6076707425497259, -0.9011129615641363] User Vector: [1.809912299451619, -0.611207111269916] Predicted: 3.460509700574761 Movie Vector: [2.050173615260618, -0.18923023433210437] User Vector: [1.6615821134568782, -0.29785110822543986] Predicted: 3.4628942436038432 Movie Vector: [2.083330868172404, -0.2396645521900424] User Vector: [1.8956428314662443, -0.37234041506061183] Predicted: 4.038488024661121 Movie Vector: [2.0283370517582475, -0.4626341023530955] User Vector: [1.8978364260984735, -0.6068665946151263] Predicted: 4.130209123479836 Movie Vector: [2.0767113052605324, -0.16078927217119712] User Vector: [2.09590868729555, -0.32642267197894936] Predicted: 4.405082529548103 Movie Vector: [1.9975851693193838, -0.16900137345676966] User Vector: [1.9706158897005803, -0.2909818224315464] Predicted: 3.985649403332887 Movie Vector: [1.5687435192323131, 0.6087261083987133] User Vector: [1.7847908528408274, 0.22520685824216957] Predicted: 2.936968377981618 Movie Vector: [2.3705815499437133, -0.13712957165343012] User Vector: [1.8968435923458726, -0.12385326322530218] Predicted: 4.513606368078046 Movie Vector: [2.1845173403306712, -0.3852287724941342] User Vector: [2.5679530988115604, -0.21065010781933502] Predicted: 5.690886555970735 Movie Vector: [2.015488954519349, -0.19480386965073693] User Vector: [1.4794429901205903, -0.7023173571395815] Predicted: 3.118615144322797 Movie Vector: [2.2067873472005206, 0.37320408492154633] User Vector: [1.1513699013542136, -0.5144515201258966] Predicted: 2.348833121450906 Movie Vector: [1.364487296006874, -0.8303457356662415] User Vector: [1.917102251345115, -0.36195594238579964] Predicted: 2.916410240365691 Movie Vector: [2.0882694865054647, -0.15079501057054023] User Vector: [1.7764395079403004, 0.24047363927955817] Predicted: 3.673422194077414 Movie Vector: [1.9207071388146464, 0.4052252520904367] User Vector: [1.9979197811914766, 0.06926776774742813] Predicted: 3.8654878351606587 Movie Vector: [1.5855818344695194, -0.22857218498994272] User Vector: [1.5704279156615109, -0.09918716111400717] Predicted: 2.5127134015555 Movie Vector: [2.0765226170478517, -0.19395349135286874] User Vector: [1.9040036503208735, -0.6873093985792781] Predicted: 4.087012700327055 Movie Vector: [2.0810357763692133, 0.7833543892344739] User Vector: [2.03603916474472, -0.7845105707814618] Predicted: 3.622520544900152 Movie Vector: [1.9328396639340744, -0.20826398107026342] User Vector: [1.8427646263651378, -0.21014604359080744] Predicted: 3.6055344127775797 Movie Vector: [1.5500361218779974, 0.15502911625630825] User Vector: [2.160566412109144, 0.003737727083755223] Predicted: 3.3495354390121186 Movie Vector: [2.1634872754590924, -0.483881256601244] User Vector: [1.734128676482081, -0.7474128849749586] Predicted: 4.113424411559343 Movie Vector: [2.1561194991840424, -0.41636964106452307] User Vector: [2.1360523962300815, 0.26298214042044077] Predicted: 4.496086443377238 Movie Vector: [2.164867660157781, -0.0856589506424782] User Vector: [2.2689673126324745, -0.48783871403548884] Predicted: 4.953801709400209 Movie Vector: [2.1037272133184564, 0.7746111035152454] User Vector: [1.5176444200274295, -1.195402531837514] Predicted: 2.2667377922210337 Movie Vector: [1.9165988128719378, -0.08384329448616064] User Vector: [1.8820745993814323, -0.27763275202714743] Predicted: 3.6304595874980965 Movie Vector: [2.0596803129318166, -0.19313241882960389] User Vector: [2.0211641072287696, -0.25371214021937] Predicted: 4.21195196019051 Movie Vector: [1.8601169128137103, -0.5162119081482224] User Vector: [1.959605883027911, -0.5299484046660154] Predicted: 3.918661722662213 Movie Vector: [2.010144308499038, -0.5825603291265841] User Vector: [1.9471618005303333, -0.37055816830017735] Predicted: 4.129948699548284 Movie Vector: [1.867254333508959, -0.29308895743687907] User Vector: [1.970610613380813, 0.14979801797147346] Predicted: 3.6357270625807008 Movie Vector: [1.6923871990574542, -0.2758233932014766] User Vector: [2.0419191349910437, -0.013630092929060072] Predicted: 3.459477304050657 Movie Vector: [1.4016519764699351, -0.6331722367059048] User Vector: [1.5987065134185763, -0.255328935947137] Predicted: 2.402497337797894 Movie Vector: [1.4965105251825652, -0.03632096471938255] User Vector: [1.5661899728012387, -0.2966228077984994] Predicted: 2.354593405269463 Movie Vector: [2.124833371586118, -0.42022146268448435] User Vector: [1.8184724590910286, -0.5236899465983924] Predicted: 4.0840167217396255 Movie Vector: [2.0006904599356914, 0.37929338779086047] User Vector: [1.681805414063394, 0.019717850933003794] Predicted: 3.3722508978651615 Movie Vector: [1.4968994510357505, -0.5747742835870441] User Vector: [1.3806172476941294, -0.5600444624918561] Predicted: 2.388544354869479
avg loss: 0.9574006794694268: 0%|▏ | 317/70000 [00:00<01:33, 747.02it/s]
Movie Vector: [1.415507961777782, -1.2297946378936229] User Vector: [1.7702674951893367, -0.5777699818070461] Predicted: 3.2163661594791186 Movie Vector: [1.8612104029361864, -0.14723606609564469] User Vector: [1.9683657529287435, -0.5619243101131647] Predicted: 3.746278340998868 Movie Vector: [1.7094360800113964, -0.5302017418177926] User Vector: [2.1452788613308953, 0.06787252521231574] Predicted: 3.6312309561556555 Movie Vector: [1.9294498423865618, -0.18556019352430006] User Vector: [1.9877931446610655, -0.29917762859895713] Predicted: 3.8908626283243444 Movie Vector: [1.523866016530327, -0.36281569157493565] User Vector: [2.225871059514696, -0.48035456113015146] Predicted: 3.566209437070409 Movie Vector: [1.6845531785037984, 0.9960814179218169] User Vector: [2.055026449637739, -0.4084679900819212] Predicted: 3.054933962910154 Movie Vector: [2.096257789319003, -0.23876925079113584] User Vector: [1.337386640443297, -0.7144208752982192] Predicted: 2.9740888995049373 Movie Vector: [1.707705708922244, -0.38495422211031666] User Vector: [2.3068898071071233, 0.052435135085792284] Predicted: 3.9193037668131683 Movie Vector: [1.7551798945454025, 0.2820145352672167] User Vector: [1.5705451891869362, -0.08940685296009686] Predicted: 2.7313753074486695 Movie Vector: [1.0420889018216077, -0.8809691841275409] User Vector: [1.7961182742946302, -0.6414520422208669] Predicted: 2.4368144022936744 Movie Vector: [2.005870598563518, -0.3459185565561168] User Vector: [1.9012050659657376, -0.19251689544999273] Predicted: 3.880166510247413 Movie Vector: [1.665651176554806, 0.4366336091750722] User Vector: [1.8586902021068055, -0.7901118846594861] Predicted: 2.750940118139101 Movie Vector: [1.793350949548024, -0.35766393367899973] User Vector: [1.5399185652512857, -0.001714276736303073] Predicted: 2.7622275561809446 Movie Vector: [2.1112284309677674, -0.05573507212183296] User Vector: [2.2030263413221163, -0.1041868818785323] Predicted: 4.656898709345802 Movie Vector: [1.574169575941929, -0.006594190293591963] User Vector: [1.9347251486188277, -0.26827196001103254] Predicted: 3.047354503120233 Movie Vector: [1.7880571772526417, -0.2536580961052318] User Vector: [1.7756600467202288, -0.010821435988300165] Predicted: 3.1777266357487832 Movie Vector: [2.189872858048656, -0.3272670171410928] User Vector: [2.154090095095816, 0.08677669812410056] Predicted: 4.688784281889348 Movie Vector: [1.9031441900722084, -0.49286544452020853] User Vector: [1.692481419577278, -0.49420167358743017] Predicted: 3.46461110800896 Movie Vector: [0.9359428905218513, -1.5637307915100354] User Vector: [1.8083667160679877, -0.28151892499080233] Predicted: 2.132747782761102 Movie Vector: [1.6965134561226374, 0.2536489188616607] User Vector: [2.0040264410962085, -0.8007300237107474] Predicted: 3.196753518930975 Movie Vector: [1.8021298022748207, -0.9657519070135115] User Vector: [1.9308283726656346, -0.12520510458503067] Predicted: 3.600520421979353 Movie Vector: [1.7803960071116038, -1.0348626526284765] User Vector: [1.7440652896689002, -0.6398621768564507] Predicted: 3.7672963475267505 Movie Vector: [1.8712849851973021, -0.05071191543365363] User Vector: [1.9608863488180155, 0.03473043845572431] Predicted: 3.6676159351635715 Movie Vector: [1.9819709378250225, 0.5182286062035462] User Vector: [1.9993553440177072, -0.5920425853869192] Predicted: 3.655850782390039 Movie Vector: [2.1103380020034144, -0.08736848168244958] User Vector: [1.4043130090295417, -0.0025291248557034233] Predicted: 2.9637960754614343 Movie Vector: [1.089061460857389, -0.4844277180376681] User Vector: [1.964610407755755, -0.04041307875375558] Predicted: 2.1591586962056715 Movie Vector: [2.029790560033, -0.34257385550113795] User Vector: [1.704794451741207, -0.40338310233281993] Predicted: 3.5985641895511002 Movie Vector: [-0.3565236591265699, 1.3528424208838852] User Vector: [0.8437491805091294, -0.11516503858567063] Predicted: -0.4566166948215843 Movie Vector: [2.1302798061391512, 0.0754294459217652] User Vector: [2.0231136603133155, -0.40778237972125353] Predicted: 4.279039377130686 Movie Vector: [1.8117873640920197, -0.3499975092988522] User Vector: [2.1328079398714053, -0.20923229371126603] Predicted: 3.937425257157973 Movie Vector: [1.9482889763458353, -0.3228070710659234] User Vector: [1.9351786885729334, 0.4185453788350931] Predicted: 3.6351778983561025 Movie Vector: [1.8302669109781085, -0.2959005948792905] User Vector: [2.268135307642987, -0.6936944365140816] Predicted: 4.356557599629083 Movie Vector: [1.4864586904064854, -0.6812737439503115] User Vector: [1.6054558808104729, -0.01478496660409971] Predicted: 2.396516455647481 Movie Vector: [2.1040806019852067, -0.2970622233386413] User Vector: [2.0578488392386896, -0.3907240636899824] Predicted: 4.445949183531557 Movie Vector: [2.191897029129811, -0.46750191428735205] User Vector: [1.7578674138252894, -0.12914395303686552] Predicted: 3.9134394072311265 Movie Vector: [1.7010298058775402, -0.0443309348978259] User Vector: [2.023807524676962, -0.42030008330512814] Predicted: 3.4611892164653084 Movie Vector: [2.0964399867485093, -0.22715646068025475] User Vector: [2.1003595398524526, -0.2187723722608537] Predicted: 4.45297328367278 Movie Vector: [1.6102425194922894, -0.4493398381371365] User Vector: [2.1239992679259374, -0.1022205268687433] Predicted: 3.4660856875823334 Movie Vector: [2.035983353002425, -0.4257178006242916] User Vector: [1.9123477787513936, 0.26759322428678156] Predicted: 3.7795890437836706 Movie Vector: [1.8905280910694178, -0.05037108920239788] User Vector: [1.9609771199142638, -0.6020773912491688] Predicted: 3.737609625123677 Movie Vector: [1.8118581257580502, -0.17352851410963588] User Vector: [1.5326447292211531, -0.09549653108191264] Predicted: 2.793506177680862 Movie Vector: [1.8499837645869295, -0.09348695847848935] User Vector: [2.090565415303381, -0.33317213570358406] Predicted: 3.898659326734897 Movie Vector: [1.718251890161462, -0.4836856962491115] User Vector: [1.7912405653549854, -0.6194352477751082] Predicted: 3.377414456256434 Movie Vector: [1.8948764130794045, -0.559795040017785] User Vector: [2.1423282991172923, 0.03375691729359283] Predicted: 4.040550408202632 Movie Vector: [2.338598472255535, -0.26205121768256295] User Vector: [1.7581013719334944, -0.07728794651625284] Predicted: 4.131746582970798 Movie Vector: [1.7742789936293952, -0.42896039289563287] User Vector: [1.804996479510826, -0.1997012778672868] Predicted: 3.2882312757867806 Movie Vector: [2.203857227629955, 0.01139823763113759] User Vector: [1.9372462777691193, -0.3339861678129138] Predicted: 4.265607357254456 Movie Vector: [1.6261094975279082, -0.49675806371222636] User Vector: [1.9432415400671115, -0.04002159512243787] Predicted: 3.1798045743935863 Movie Vector: [1.5606012418310875, -0.497685899150382] User Vector: [1.8822681282929807, -0.34837647191753807] Predicted: 3.1108520361422203 Movie Vector: [1.9316205115726306, -0.5252989510623368] User Vector: [2.0124799888899654, 0.10906166021591909] Predicted: 3.8300576499567778 Movie Vector: [1.8846739477596888, 0.28615386107555785] User Vector: [2.0568664257409126, -0.3789464966345056] Predicted: 3.768085563462467 Movie Vector: [2.5017284494706034, 0.19534455627464717] User Vector: [1.9078212591657842, -0.8387624837373826] Predicted: 4.609003035354371 Movie Vector: [1.7350298149556023, -0.6471256981054889] User Vector: [1.919963795959207, -0.3340755519309299] Predicted: 3.547383304387838 Movie Vector: [2.1576800270136416, -0.481378321050241] User Vector: [2.0120568796125613, 0.02787067441948827] Predicted: 4.327958603896824 Movie Vector: [1.1280983549218841, -0.09455169740940078] User Vector: [1.9201158671326857, -0.7740097678455059] Predicted: 2.2392634883330387 Movie Vector: [1.6032561271270194, -0.42037172397706113] User Vector: [1.3937217415444016, -1.9075783485649032] Predicted: 3.0363849206487457 Movie Vector: [1.8372885703244475, -0.5127548764501241] User Vector: [1.9267814808532944, -0.2479737747260772] Predicted: 3.667203354507112 Movie Vector: [1.997270901442736, -0.02275678282793483] User Vector: [1.514948973649268, -0.25204878528027436] Predicted: 3.031499321708889 Movie Vector: [1.2972494950290259, 1.0600207804868944] User Vector: [2.133227543727311, 0.0037322585598709053] Predicted: 2.7712846255138768 Movie Vector: [1.1191370497439244, 0.23624972756299487] User Vector: [1.5880539831039557, -0.006809328882800345] Predicted: 1.7756413473916006 Movie Vector: [2.1602762961629693, -0.6423942307674162] User Vector: [1.3919994491174297, -1.907126765674017] Predicted: 4.232230645811406 Movie Vector: [1.7087564364913288, 0.559709885126814] User Vector: [1.9552003234465356, -0.5393073650225091] Predicted: 3.039105473994402 Movie Vector: [2.0132003110874237, -0.4823291541175205] User Vector: [1.8925346137398273, -0.6496985269758601] Predicted: 4.123419814072403 Movie Vector: [1.4916468895862316, -0.8722071122149633] User Vector: [2.236098340740102, 0.011292162738199689] Predicted: 3.32562003012136 Movie Vector: [1.9395801318845851, -0.7654469950002473] User Vector: [2.0101599023685766, -0.18018573248290665] Predicted: 4.036788836016108 Movie Vector: [1.8346973788735266, -0.5609353691083596] User Vector: [2.148412592782964, -0.8209129774278312] Predicted: 4.402166076717104 Movie Vector: [1.537557514014651, -0.31057193907491304] User Vector: [2.1101543326445547, 0.0627782083615626] Predicted: 3.2249864999857065 Movie Vector: [1.7132019106519443, -0.38482929456533044] User Vector: [1.8935716677388212, 0.8703268552073843] Predicted: 2.9091433293958167 Movie Vector: [1.8453846921221728, -0.0390560017827726] User Vector: [1.7490048038747499, -0.07626863227107283] Predicted: 3.230565439356555 Movie Vector: [2.06697205486827, -0.16373950924373168] User Vector: [1.561947228526911, -0.3222152137450451] Predicted: 3.2812606335135466 Movie Vector: [2.03835787611192, -0.0697424895648999] User Vector: [2.008053184758985, -0.1793543253979056] Predicted: 4.105639641972584 Movie Vector: [1.853727426574034, -0.6570661129940589] User Vector: [2.0684588003354256, -0.4061767883912998] Predicted: 4.101243812456884 Movie Vector: [1.755439037269575, -0.7129999606561935] User Vector: [1.8660930395397515, -0.16198736230780228] Predicted: 3.3913095517373795 Movie Vector: [1.2868052265927656, 0.4554552113904509] User Vector: [1.9641222822143332, -0.7645685608650411] Predicted: 2.1792160829094347 Movie Vector: [1.8559534735009373, -0.21694024158346112] User Vector: [1.7663667791353883, -0.33089949528241636] Predicted: 3.3500799756593995 Movie Vector: [1.7758465299105781, -0.1952429545787667] User Vector: [1.9394495394027647, -0.3683230763409631] Predicted: 3.516077220149419 Movie Vector: [2.417794021342492, -0.4448230272440365] User Vector: [1.8766416117359335, -0.1283947296015729] Predicted: 4.594445801361229 Movie Vector: [1.6640018348558914, -0.4768646179824584] User Vector: [2.3005670436811805, -0.24920143471798406] Predicted: 3.94698312886195 Movie Vector: [2.059529479211051, -0.38111762190810106] User Vector: [1.7287172483206632, -0.11602006807856138] Predicted: 3.604561426576734 Movie Vector: [1.7734215848051174, -0.7970334817767325] User Vector: [2.0228333526971314, -0.19984855536397156] Predicted: 3.7466223200465922 Movie Vector: [1.8416922713143669, -0.03502180452479143] User Vector: [1.9504236002075228, -0.41838760771712785] Predicted: 3.6067327593044016 Movie Vector: [0.8214741354579237, -0.8957396299280015] User Vector: [1.9940831302563515, 0.11618680639857076] Predicted: 1.5340145884925946 Movie Vector: [2.1687115926769662, -0.49661199883865503] User Vector: [1.9472257357445828, -0.6470243692885456] Predicted: 4.544291091997916 Movie Vector: [1.619492988616912, -0.5232063984239427] User Vector: [1.8295576975983874, -0.04387950821033425] Predicted: 2.9859139029860318 Movie Vector: [1.4179804399615805, 0.9645022533881634] User Vector: [2.27274988815502, -0.335381203403321] Predicted: 2.899238959902151 Movie Vector: [1.450979646548894, -0.8522046734404326] User Vector: [1.8788402883368283, -0.7705502503134782] Predicted: 3.382825541930634 Movie Vector: [1.660341657435032, -1.1505385352269963] User Vector: [1.6615511567889167, 0.008705917675872026] Predicted: 2.7487261078054 Movie Vector: [1.0578439365679995, -0.06623173663463064] User Vector: [2.082555899897288, -0.6773139383555465] Predicted: 2.247878809654389 Movie Vector: [2.2336015869568646, 0.14304401071004202] User Vector: [2.199109568928562, 0.5961495405079089] Predicted: 4.997210244308063
avg loss: 0.9652587356691326: 1%|▎ | 393/70000 [00:00<01:43, 673.08it/s]
Movie Vector: [1.2022368550030198, -0.7768661695076128] User Vector: [1.9390946350984608, -0.14547050884143592] Predicted: 2.4442621526339714 Movie Vector: [1.5332158467964991, -0.39245710577432313] User Vector: [2.1037801584763227, -0.5940064428088467] Predicted: 3.4586711265080092 Movie Vector: [2.1008239111401057, -0.4932737365786457] User Vector: [1.9653986965306478, -0.16024148282271078] Predicted: 4.207999491582043 Movie Vector: [1.7760053727672154, -0.6185997267454796] User Vector: [2.330899476061324, -0.496415279452307] Predicted: 4.446772349086677 Movie Vector: [2.0318610050957306, 0.3796588380134764] User Vector: [2.2496364623472496, -0.10944523702609951] Predicted: 4.529396751969448 Movie Vector: [1.7533231582531779, -0.27395156647327146] User Vector: [2.067168460412228, -0.37605328558537743] Predicted: 3.7274347203148617 Movie Vector: [1.7403537715873145, -0.7649260085815133] User Vector: [1.6776407553564379, -0.497295783817371] Predicted: 3.3000828949530043 Movie Vector: [1.622192059794688, -0.5834544193059331] User Vector: [2.1147246137453464, -0.41441446720154324] Predicted: 3.672281429383143 Movie Vector: [1.6726682668677555, -1.1504739483218593] User Vector: [1.9765660957938622, -0.47443620710236617] Predicted: 3.8519658822129923 Movie Vector: [2.0685016031933965, -0.0537144086032564] User Vector: [2.074870215547497, -0.19552129196486157] Predicted: 4.302374677845463 Movie Vector: [1.6630528009186565, -0.4107765369881034] User Vector: [2.5233931390761257, -0.2027921804527932] Predicted: 4.279838297374137 Movie Vector: [1.9974009870449583, 0.22458459506749798] User Vector: [1.9704701358955254, -0.2689361063371192] Predicted: 3.875420087839584 Movie Vector: [1.8608178446284687, -0.2113799539704947] User Vector: [1.9525454415647905, 0.23233637661182852] Predicted: 3.584220147517855 Movie Vector: [2.1339519465151633, -0.6648187396947868] User Vector: [1.6758166552138911, -1.0717407557665142] Predicted: 4.288625551924445 Movie Vector: [2.0041685380837975, 0.002068013132800004] User Vector: [2.02435704425283, -0.3371441691311001] Predicted: 4.056455479370421 Movie Vector: [1.7490965509605323, -0.22079872401802864] User Vector: [2.212386610933771, -0.6300862690959914] Predicted: 4.008800034813195 Movie Vector: [1.898777363297783, -0.38965163043722584] User Vector: [1.9368627984331541, -0.6676096595303962] Predicted: 3.9378064298101294 Movie Vector: [1.68606217333296, 0.04629905148026298] User Vector: [1.7158158046897471, -0.3746981271110675] Predicted: 2.875623956817563 Movie Vector: [2.1616287732643618, -0.3846230910493269] User Vector: [1.8778296304594975, -0.3454561991310968] Predicted: 4.192040991621588 Movie Vector: [1.577225178811699, -0.6829886927386359] User Vector: [2.138947992598261, -0.28289693305360436] Predicted: 3.5668180365807673 Movie Vector: [1.4782784732492136, -0.6699020166547623] User Vector: [2.0182353577543277, -0.31949786869313146] Predicted: 3.1975461498730753 Movie Vector: [1.336596066050198, -0.3145080968393695] User Vector: [1.4004268719054758, 0.2775943349401908] Predicted: 1.7844993818044137 Movie Vector: [1.9591128997639609, -0.02036921807533222] User Vector: [1.9065302769086274, 0.2986700405911173] Predicted: 3.7290243840928796 Movie Vector: [2.3525376066308508, -0.25424929319636597] User Vector: [1.6080369203469012, -1.1844738341863865] Predicted: 4.084118963118421 Movie Vector: [1.8379585489477561, -0.26742989773580783] User Vector: [2.499179053736769, -0.5560408022604826] Predicted: 4.742089442052115 Movie Vector: [1.5747645999761526, 0.18868886989087463] User Vector: [1.8857937742108213, -0.14431239276087843] Predicted: 2.942451136181325 Movie Vector: [1.9023338967437606, -0.3908775180348907] User Vector: [2.072322150393283, -0.21573442498045636] Predicted: 4.026574408257108 Movie Vector: [1.10472009138996, -0.4986906989796914] User Vector: [2.2341946844196703, 0.060205940376762176] Predicted: 2.4381356134658434 Movie Vector: [1.3904898122669365, -1.373990752561734] User Vector: [1.597945353867649, 0.15050552143827656] Predicted: 2.015133540446577 Movie Vector: [1.542778421858887, -0.5354744717685106] User Vector: [1.7376196996414703, -0.6119903309820107] Predicted: 3.008467377213809 Movie Vector: [2.070193783974837, -0.6240432639918486] User Vector: [1.5312547605812388, -0.1131591795901184] Predicted: 3.240610310819215 Movie Vector: [1.3795755296294938, -0.7287930429549457] User Vector: [1.8986109311906503, -0.4880428065351207] Predicted: 2.9749593830246903 Movie Vector: [2.2864376034401315, -0.15765183950491418] User Vector: [2.140059695230702, 0.034427121004353335] Predicted: 4.887685461826909 Movie Vector: [2.1679624894393346, -0.08632435358965455] User Vector: [2.0922675440199248, -0.3955834293231731] Predicted: 4.570106037133661 Movie Vector: [2.056757275487739, -0.5985875184432201] User Vector: [2.0452974734250193, 0.38212319467734945] Predicted: 3.977946284162089 Movie Vector: [2.0170463708161104, 0.15819892507706926] User Vector: [2.0638499854627765, -0.458312967247072] Predicted: 4.090376504319206 Movie Vector:
avg loss: 0.9632179854192171: 1%|▎ | 475/70000 [00:00<01:36, 718.29it/s]
[0.9288553373100663, -1.5626274310338288] User Vector: [2.1857663814793353, -0.31204881754270986] Predicted: 2.5178768116639 Movie Vector: [2.165462758522688, 0.008977390390753499] User Vector: [1.850082531366394, -0.5669239168439422] Predicted: 4.001195324543946 Movie Vector: [1.614232626590455, -0.5709354478889911] User Vector: [2.1441210830575597, -0.8012857014232789] Predicted: 3.91859261846112 Movie Vector: [2.132745241922295, -0.07966585545258226] User Vector: [1.6697744853202203, -0.5724526359402397] Predicted: 3.6068085175982136 Movie Vector: [1.7883113324997812, -0.6490430164981468] User Vector: [1.9519486717739634, -0.405780746954756] Predicted: 3.7540610902316605 Movie Vector: [2.3418178683113124, -0.135251464335082] User Vector: [2.107868235509194, 1.4610675888177511] Predicted: 4.73863196708114 Movie Vector: [1.7484867390645884, -0.5048142635629919] User Vector: [1.9821232445124797, -0.004406479629860535] Predicted: 3.4679406619910007 Movie Vector: [2.218690043974754, 0.21956523001860037] User Vector: [2.0407664648940123, 0.041491604177893014] Predicted: 4.536938351353059 Movie Vector: [2.1161654645751007, -0.18861877217971076] User Vector: [1.6747566718938265, -0.41059095565811204] Predicted: 3.621507392552776 Movie Vector: [2.0075372809104466, -1.8756979038115025] User Vector: [1.639026911945694, -0.34274447506803224] Predicted: 3.9332927235745863 Movie Vector: [1.5424838287614997, 0.16020305408357544] User Vector: [2.154983948095497, -0.36293542374365845] Predicted: 3.2658845278590642 Movie Vector: [2.091381609604613, -0.07447843780712826] User Vector: [1.9982167824615582, -0.937562654049071] Predicted: 4.248862032663285 Movie Vector: [1.8376964190929448, -0.2135200854979252] User Vector: [1.9334144827587074, -0.05535412817762515] Predicted: 3.5648480897692645 Movie Vector: [1.7316332038389541, -0.1935208316142555] User Vector: [2.173552157319651, -0.6118659743205742] Predicted: 3.8822038980774822 Movie Vector: [1.8351834194882104, -0.23991677793507027] User Vector: [2.2769682655731107, -0.33251188700746115] Predicted: 4.258429588236542 Movie Vector: [1.8019071727253086, -0.43620066092060467] User Vector: [1.7898975705556297, -0.19605087455361875] Predicted: 3.3107467918821443 Movie Vector: [1.8914979286711857, -0.49540251082612696] User Vector: [2.0036430183144223, 0.7353298536238755] Predicted: 3.425602363167536 Movie Vector: [2.050500072576397, -0.465523626973591] User Vector: [1.789513370421028, -0.5636735398828648] Predicted: 3.931800646640065 Movie Vector: [1.2889153250856042, -1.0993333160479035] User Vector: [1.764163153298753, -0.20194590080703678] Predicted: 2.4958627810345875 Movie Vector: [1.9506052174532116, 0.17295331244027673] User Vector: [1.7153813480668996, -0.8211354887985014] Predicted: 3.2040137047112514 Movie Vector: [1.5306844096182866, 0.9095473711669564] User Vector: [1.6684213633543044, -0.11268483965699874] Predicted: 2.4513343698801267 Movie Vector: [2.1001172317405703, -0.17057705154699998] User Vector: [1.8254207973278076, -0.16811363157028347] Predicted: 3.8622739992438575 Movie Vector: [1.651521401365226, -0.674855751570102] User Vector: [2.0063311990611448, 0.4861644365224273] Predicted: 2.985408047280238 Movie Vector: [1.3736113660832432, -0.2665705555504364] User Vector: [2.0993396707951337, -0.06931318349618112] Predicted: 2.902153686905196 Movie Vector: [2.0861009724072352, -0.6669080946914516] User Vector: [1.809409231047278, -1.3287293621958463] Predicted: 4.660750723672974 Movie Vector: [1.8769298639062013, -0.6321846972873443] User Vector: [1.6492863385032976, -0.24692032194035982] Predicted: 3.2516940318493113 Movie Vector: [1.927727458867721, -0.25964590476358196] User Vector: [1.3943054400274113, -0.0718769084996381] Predicted: 2.706503427728479 Movie Vector: [1.8445103835087602, -0.10665183316233501] User Vector: [2.026197740661104, -0.5953981974319257] Predicted: 3.8008430809090608 Movie Vector: [1.8496266768236918, -0.35772658125807577] User Vector: [2.348917485693359, -1.2039176172865516] Predicted: 4.7752937765443555 Movie Vector: [1.8016070240708215, -0.3526028542898044] User Vector: [1.6101858285401023, -0.4728892300688695] Predicted: 3.067664191042335 Movie Vector: [1.8218925376746544, 0.5975596176162987] User Vector: [2.3653662816793752, -0.0319572823012262] Predicted: 4.290346796066921 Movie Vector: [1.8299580597358278, -0.4714952199037039] User Vector: [1.8082091240809717, -0.20642267915046114] Predicted: 3.406274166798994 Movie Vector: [1.7646206989910702, -0.5515897865732998] User Vector: [1.8198381187594384, -0.20152991834393696] Predicted: 3.322485857823341 Movie Vector: [1.7395115587742667, -0.5994249801308811] User Vector: [1.8017523719430963, -0.3319196147318484] Predicted: 3.3331299855096557 Movie Vector: [0.9869426865955901, -1.1005478120719037] User Vector: [1.934492021193485, -0.4454973387766533] Predicted: 2.399523874068933 Movie Vector: [1.9735211483954858, -0.11104020244351082] User Vector: [2.1762491771007983, -0.6577049563089367] Predicted: 4.367905466683344 Movie Vector: [1.2952100269611206, 1.1290020220141082] User Vector: [1.1638711257046548, -0.035846317687814475] Predicted: 1.466986986951893 Movie Vector: [2.174656407536298, -0.22637799176875767] User Vector: [1.8795742932447055, -0.5821686608873251] Predicted: 4.219218452567487 Movie Vector: [1.8238757613187353, -0.14335138231556668] User Vector: [1.9282599242587948, -0.04357862817795649] Predicted: 3.5231535939666423 Movie Vector: [2.095636197559351, -0.2245058402505733] User Vector: [1.7434598577742986, -0.02133615410596612] Predicted: 3.6584476781487734 Movie Vector: [1.3703391625926893, -0.029729336904135106] User Vector: [1.7612227112229435, -0.81707089616147] Predicted: 2.437763431183022 Movie Vector: [2.523752318784375, 0.18566189064841138] User Vector: [1.6458245211250557, -0.3427598780267569] Predicted: 4.090016004508676 Movie Vector: [1.9992406456843987, -0.6146253108166658] User Vector: [1.7599122463459358, 0.24842627759805513] Predicted: 3.3657990176487975 Movie Vector: [2.285904240919032, -0.2785255527205865] User Vector: [2.0336094818071775, 0.02645105948130885] Predicted: 4.641269242874106 Movie Vector: [1.4482232687812382, -0.733966943976256] User Vector: [1.5645012965064828, -0.18778472350388264] Predicted: 2.403574961274675 Movie Vector: [2.3851643124345303, -0.2923122353654579] User Vector: [1.8120836033821306, -1.257354030065608] Predicted: 4.689657109109071 Movie Vector: [1.3165208004240863, -0.7876565297326767] User Vector: [1.6327613467081743, -0.22237926532778507] Predicted: 2.32472275548234 Movie Vector: [2.1624912102632843, -0.22261001269428615] User Vector: [1.6041706955045096, -0.8635701361711325] Predicted: 3.6612443877659038 Movie Vector: [1.5486618704959914, -0.17802132312723723] User Vector: [1.8493592345170122, 0.5423604982332629] Predicted: 2.7674803978387175 Movie Vector: [2.220895124944128, -0.010193140303406236] User Vector: [2.1620798978455578, -0.10310592211746446] Predicted: 4.802803677995153 Movie Vector: [1.8081936040249895, -0.7098225476610905] User Vector: [1.7471837623663595, -0.32865721477722537] Predicted: 3.3925348056675366 Movie Vector: [1.7589186824233007, -0.4272609581260273] User Vector: [1.6590814825455558, -0.29878907073911526] Predicted: 3.045850319953505 Movie Vector: [1.8177971168017986, -0.21972362880561974] User Vector: [2.156563076085687, 0.4542350509329157] Predicted: 3.820387968188094 Movie Vector: [2.015412098550607, 0.1312694403973669] User Vector: [2.125466108449268, 0.9937358934041359] Predicted: 4.41413726465787 Movie Vector: [1.4329609550526963, -0.7830278032635024] User Vector: [2.0945599207263834, -0.24076657923641398] Predicted: 3.1899495100579354 Movie Vector: [1.265418223247221, -0.15910395481500128] User Vector: [2.0557761919380826, -0.3941304095428852] Predicted: 2.664124363067356 Movie Vector: [2.210993556074684, -0.2893587780264988] User Vector: [1.9100269379259307, -0.4895920446392109] Predicted: 4.3647250074515895 Movie Vector: [1.89050127359673, 0.3956065165116939] User Vector: [1.9943753757838705, -0.3618293375581814] Predicted: 3.627227144146238 Movie Vector: [1.8835046912890048, -0.5694195126184225] User Vector: [1.9476368005007496, -0.06767510866119972] Predicted: 3.7069185780605283 Movie Vector: [1.746311516455825, -0.49188111749951463] User Vector: [1.8884694589942619, -0.14399179123225678] Predicted: 3.36868280789886 Movie Vector: [1.4159539321694838, -0.5668541431102446] User Vector: [2.155813925083258, -0.4503725207261186] Predicted: 3.3078287335639733 Movie Vector: [1.5509290717020232, 0.2386781124208431] User Vector: [1.6952417122462824, 0.19446304965573002] Predicted: 2.6756137287121056 Movie Vector: [1.9091615887350668, -0.39298220029714104] User Vector: [2.1476415922482106, 0.03390434268320054] Predicted: 4.08687103110283 Movie Vector: [1.8448623160127589, 0.3903757723977474] User Vector: [1.5123615782741167, 0.010964552183989049] Predicted: 2.794379179471318 Movie Vector: [1.2035207050643328, 0.3951528678255068] User Vector: [2.0973342200459624, -0.36892295004922665] Predicted: 2.378404197546671 Movie Vector: [1.8536649066031077, -0.2524736688230565] User Vector: [1.799358019407366, -0.3860814844030395] Predicted: 3.432882223822195 Movie Vector: [2.1735202834255936, -0.4934617663127354] User Vector: [1.9416349115335647, -0.3064862779226133] Predicted: 4.37142212327977 Movie Vector: [1.9598202014304071, -0.6145855698928315] User Vector: [1.9244196811300487, -0.2113150970445783] Predicted: 3.901387776453033 Movie Vector: [2.1654511699188648, -0.24110044756954907] User Vector: [1.763469153487819, -0.13033872814754288] Predicted: 3.8501310672280464 Movie Vector: [2.4633387119984764, 0.09570502087507952] User Vector: [1.875932337357699, -0.36303184891522366] Predicted: 4.586312777024255 Movie Vector: [1.4478134499821818, -0.2785749963133827] User Vector: [1.9537992987036454, -0.24930396738395594] Predicted: 2.8981867550237896 Movie Vector: [1.7690419769993606, -0.8688308853642634] User Vector: [1.7730508533135492, -0.13140555068713733] Predicted: 3.250770587811488 Movie Vector: [1.6982921447014656, -0.4767833459374487] User Vector: [1.7262278944962235, -0.320430801694623] Predicted: 3.084415342960868 Movie Vector: [1.9722238594175978, 0.0802294754806586] User Vector: [2.069502194919532, -0.4881357716870531] Predicted: 4.042358729011591 Movie Vector: [1.98900258890954, -0.31243546261813115] User Vector: [1.7070995634881134, 0.12909777567522876] Predicted: 3.3550907280381415 Movie Vector: [1.035964420993714, -1.375748357346782] User Vector: [1.882985245421023, -0.6521651115680828] Predicted: 2.847920800470967 Movie Vector: [1.9296534617142116, -0.4715825058069131] User Vector: [2.3171486809168647, -0.33776474385163135] Predicted: 4.630577917716529 Movie Vector: [1.4618625037198991, -0.5401260330421577] User Vector: [2.2719201519210985, -0.48795555125354817] Predicted: 3.584792377738549 Movie Vector: [1.5113714890572814, -0.2866849753225267] User Vector: [1.725586574716819, 0.20095979768091804] Predicted: 2.550390196288039 Movie Vector: [1.7566727709268815, -0.4268564850389383] User Vector: [2.034435413564873, 1.1938927892108424] Predicted: 3.064216415702907 Movie Vector: [1.7249734970513295, -0.27604091125214736] User Vector: [1.9826191797491333, -0.052051018769330465] Predicted: 3.4343337504655898 Movie Vector: [1.9090675295005182, -0.5107829377962986] User Vector: [1.9198060397192935, -0.6009804320646656] Predicted: 3.9720099240151643 Movie Vector: [2.1381976548918313, -0.48164818760114625] User Vector: [2.0172530662891472, -0.3768770759181173] Predicted: 4.4948079362271915 Movie Vector: [1.9564649784951427, -0.3409157208475374] User Vector: [1.8827240522827102, -0.6570683279951273] Predicted: 3.9074885951461256 Movie Vector: [2.0395993162373647, -0.3599094551621033] User Vector: [1.7921365943800367, -0.10817216602606915] Predicted: 3.6941727578396293 Movie Vector: [1.4297436169599123, -0.8434953499194113] User Vector: [1.640847369861578, -0.010343261901738626] Predicted: 2.3547155467821663 Movie Vector: [1.628586394484029, -0.014139709913407496] User Vector: [2.098957367880064, -0.14984241324763029] Predicted: 3.420452140187528 Movie Vector: [1.2407667848508057, -0.7161614946821101] User Vector: [2.125264615072622, -0.4858673731484938] Predicted: 2.9849172475721386 Movie Vector: [1.997411928850655, -0.00044602298880188577] User Vector: [1.7608831355428594, -0.4182676085936248] Predicted: 3.5173955372141563 Movie Vector: [1.5662370979247056, -0.5219291267117989] User Vector: [1.3010167133417578, -0.3093593120064702] Predicted: 2.1991642770116333 Movie Vector: [1.8210200483362358, 0.070115111873626] User Vector: [1.8398789760501553, -0.19939795073476937] Predicted: 3.3364756922765375 Movie Vector: [1.9937582311274586, -0.0738319574321561] User Vector: [2.180288132285141, 0.04218685191635356] Predicted: 4.343852672118128 Movie Vector: [1.6899361095597851, -0.9288939636287183] User Vector: [1.7527625148228234, -0.12046966439653219] Predicted: 3.073960209340224 Movie Vector: [1.660177830312714, -0.7127273933919095] User Vector: [1.8624402532202733, -0.7609180086730408] Predicted: 3.6343091275847934 Movie Vector: [2.097280906530832, -0.23931579153851856] User Vector: [2.2778678007188367, -0.10417013351515976] Predicted: 4.802258204005848 Movie Vector: [1.832734225279761, -0.43307615342540906] User Vector: [1.945997309030378, -0.4524515511294847] Predicted: 3.762441847936806 Movie Vector: [1.8391749877358294, 0.3169785476008284] User Vector: [1.7037321255052074, -0.6164183558814453] Predicted: 2.938070115869387 Movie Vector: [1.2417131879753551, -0.7163778566338422] User Vector: [2.1973364618321134, 0.04666697272962539] Predicted: 2.695030477176402 Movie Vector: [2.394898270717349, 0.27780440223183955] User Vector: [2.180248104484811, -0.7276725448619843] Predicted: 5.019321778819547 Movie Vector: [2.0389696792775904, 0.21887818747402188] User Vector: [1.7945291449387337, -0.27608438417992825] Predicted: 3.598561665510834 Movie Vector: [1.1013715059144198, -1.8130241315522826] User Vector: [1.6021942277548862, -1.1838423881862477] Predicted: 3.9109458871259415 Movie Vector: [1.9891688972601267, 0.21479499500031954] User Vector: [1.4900921506365634, -0.35421645644170185] Predicted: 2.887961038107277 Movie Vector: [1.304913353570522, -0.5503269644093229] User Vector: [2.0987386458844006, -0.6810336997862474]
avg loss: 0.9791004304673809: 1%|▎ | 475/70000 [00:00<01:36, 718.29it/s]
Predicted: 3.113463293332885 Movie Vector: [1.8543495358134658, 0.09492290887800449] User Vector: [1.7451424176880095, -0.41155248353058316] Predicted: 3.19703827327546 Movie Vector: [2.0253253494003567, -0.12948891519814518] User Vector: [1.5436909521318345, -0.0965544696814994] Predicted: 3.138979150529167 Movie Vector: [1.842290174805294, 0.31585145815825943] User Vector: [2.042447339624031, 0.04823733309426928] Predicted: 3.7780164983420543 Movie Vector: [1.8181012951736817, -0.45532183627458606] User Vector: [1.7492000912575172, 0.11142424914450413] Predicted: 3.1294890577072216 Movie Vector: [2.331759893947331, -0.2617505867388817] User Vector: [2.1671103365861017, -0.31640194086002593] Predicted: 5.135999362275606 Movie Vector: [1.9697896847344065, -0.3282164359535395] User Vector: [1.5177099327799475, -0.677278479176039] Predicted: 3.211863298592083 Movie Vector: [1.5801553792395098, 0.35242072504170546] User Vector: [2.2265557064580666, -0.47869284312662824] Predicted: 3.3496026978891793 Movie Vector: [2.049978279898757, -0.051968899860149284] User Vector: [2.3979315067461755, -0.33924305013395484] Predicted: 4.933337593615223 Movie Vector: [1.746878019420992, -0.4307345422252252] User Vector: [1.8759388564426798, 0.3922005728816415] Predicted: 3.1081020198768243 Movie Vector: [1.526063345422964, -0.4490698189968296] User Vector: [1.5187919295091643, 0.2525834269246658] Predicted: 2.204345099137495 Movie Vector: [1.2823958031965357, -1.3217867246926234] User Vector: [2.044734329362202, -0.9557143624016615] Predicted: 3.885409279446562 Movie Vector: [2.0484280006860036, -0.423976431488529] User Vector: [1.7976381699155712, -0.3403242737144734] Predicted: 3.826621833475388 Movie Vector: [1.846184038965673, 0.10089060453252395] User Vector: [1.5837092201281842, -0.2910596174205879] Predicted: 2.894453503806859 Movie Vector: [1.6787622358486554, -0.2065439351013872] User Vector: [2.10202986688259, -0.3806747265068249] Predicted: 3.6074344151548323 Movie Vector: [2.000794299678807, 0.0026299717095888326] User Vector: [1.586582217967176, 0.20429914895298756] Predicted: 3.1749619586625237 Movie Vector: [1.7821449760163186, -0.6660381090874817] User Vector: [2.023268547508977, -0.3803317018911202] Predicted: 3.8590732846285434 Movie Vector: [1.9938476409371158, 0.1572268740149209] User Vector: [2.122002693853823, -0.12712771818319157] Predicted: 4.210962171472056 Movie Vector: [2.1278459751236376, -0.21248025539882662] User Vector: [1.6459738594157882, -0.4923651465835131] Predicted: 3.6069967240121508 Movie Vector: [1.8082685160028855, -0.46901917127233744] User Vector: [1.676959864262526, -1.0243081199527424] Predicted: 3.51281387069416 Movie Vector: [1.5420671610842525, -0.8939834344152224] User Vector: [1.8851986964155243, -0.6479409637675592] Predicted: 3.486351489948453 Movie Vector: [1.4840504031634847, -1.4117588753885275] User Vector: [1.7302390893511093, -0.2183114402192625] Predicted: 2.87596513144913 Movie Vector: [2.2552418973345087, -0.21419188560738614] User Vector: [2.1644686171881364, -0.19207777833592812] Predicted: 4.922541812473423 Movie Vector: [2.2935341068374457, -0.1575376781188035] User Vector: [2.00313717495204, -0.599635205865068] Predicted: 4.688728569476786 Movie Vector: [1.6855045072342185, -0.44356583816898326] User Vector: [1.8523270864492603, -0.5730038980290496] Predicted: 3.376270607385606 Movie Vector: [1.9673353571897478, -0.529023230584034] User Vector: [1.9060823290359106, -0.5186060287501063] Predicted: 4.024257796356667 Movie Vector: [1.699626900399825, -0.1707556937865134] User Vector: [2.09597811615778, -0.933681520069053] Predicted: 3.7218122246061496 Movie Vector: [1.5996798129736847, -0.46989714438457575] User Vector: [2.2079688178882493, -0.9286881247641553] Predicted: 3.968431043501745 Movie Vector: [1.6169420523664797, -1.5552121965918113] User Vector: [1.812183165338062, -0.15062463183086328] Predicted: 3.1644484311562193 Movie Vector: [2.073899531712809, -0.26776891351014126] User Vector: [1.1389822003505048, -0.10106819576346625] Predicted: 2.38919757290615 Movie Vector: [2.430865213464909, 0.1019893169440901] User Vector: [1.6294957193351534, -0.036133764908704846] Predicted: 3.957399201620146 Movie Vector: [1.5047317086529417, -0.402421532346965] User Vector: [1.658562523599269, -0.09755455112696026] Predicted: 2.5349496719951947 Movie Vector: [2.184326897146159, -0.20532953870959098] User Vector: [1.9911644656693872, 0.032531771069936266] Predicted: 4.342674365456106 Movie Vector: [1.8132390873404478, -0.37244108785601066] User Vector: [1.7372799289592837, -0.4820011672011793] Predicted: 3.329620911901284 Movie Vector: [2.198018077517468, 0.3501676093276476] User Vector: [2.178163286490721, 0.5024182560866779] Predicted: 4.963572879107901 Movie Vector: [1.788928435750917, -0.4228911458055102] User Vector: [1.9087573349583424, -0.5788896514076923] Predicted: 3.6594375814338678 Movie Vector: [1.856424443360821, -0.11015277959893433] User Vector: [1.9814595235578096, -0.5859831327755352] Predicted: 3.742977563936121 Movie Vector: [2.0306552950662535, -0.009161648823629433] User Vector: [1.5063389902949798, -0.29517019828627095] Predicted: 3.0615594925071545 Movie Vector: [1.8847030647314824, 0.042927419296754324] User Vector: [1.9659679377649675, -0.29581217571320595] Predicted: 3.6925673441695404 Movie Vector: [2.11747327821315, 0.6085594577966016] User Vector: [1.6110402327951343, -0.6679903066585429] Predicted: 3.0048228242364803 Movie Vector: [1.2037621810257062, 0.4267215757309982] User Vector: [2.1060463845576436, -0.6787846804373059] Predicted: 2.245526920798143 Movie Vector: [2.0811767739961153, -0.23924144700041206] User Vector: [1.297179474295882, -0.058794997396285374] Predicted: 2.7137259938625533 Movie Vector: [2.378560597075316, -0.22651365067752388] User Vector: [1.8654992315172794, -0.5807034711696143] Predicted: 4.568740229177023
avg loss: 0.9904388606599837: 1%|▍ | 622/70000 [00:00<01:40, 687.14it/s]
Movie Vector: [2.078445982388676, -0.31940202109389393] User Vector: [1.7454056611372286, 0.14278242137496405] Predicted: 3.58212639006528 Movie Vector: [1.9445226260388486, 0.4399403108863258] User Vector: [1.6078401470101302, -0.48855722954159053] Predicted: 2.9115455254645375 Movie Vector: [1.718628936938212, -0.6157814893920478] User Vector: [1.735538674960185, -0.08932807004719777] Predicted: 3.0377535599801564 Movie Vector: [1.5716193397510965, -0.5681748902086033] User Vector: [0.8284165669479489, -0.056984860306897124] Predicted: 1.3343328647340293 Movie Vector: [2.2259665497250265, -0.4837835231307835] User Vector: [1.7024708883662005, -0.3693504526023382] Predicted: 3.9683289126137207 Movie Vector: [2.2564399034322293, -0.3082784166636174] User Vector: [2.014095949260184, -0.17996277576446523] Predicted: 4.600165108822953 Movie Vector: [1.3182246419713213, -0.6500485429090078] User Vector: [1.8262234609748738, -0.292804231326171] Predicted: 2.5977097319343994 Movie Vector: [2.0797124711819523, -0.38247217084013013] User Vector: [1.781862238449842, -0.6443319267100566] Predicted: 3.9522001499827253 Movie Vector: [1.8635959227944536, -0.805505219103345] User Vector: [1.9579666516617158, 0.0025678898964838796] Predicted: 3.6467902202905815 Movie Vector: [2.0810345901265657, -0.5957006886709224] User Vector: [2.0570129528141363, -0.22123524494068292] Predicted: 4.412505094914048 Movie Vector: [1.5466734158719, -0.14145371167260823] User Vector: [1.8026253591729118, -0.1709663317303889] Predicted: 2.812256544003592 Movie Vector: [2.0631181865772925, 0.37813817025525204] User Vector: [1.583661486690545, 0.023394273949875206] Predicted: 3.276127082519152 Movie Vector: [1.991919121830074, 0.1547246214063092] User Vector: [1.9255969878122525, 0.26482285578986703] Predicted: 3.876608077063443 Movie Vector: [1.7483700455216455, -0.21096264963696437] User Vector: [1.5331191792438568, -0.3946564277165913] Predicted: 2.7637174148920405 Movie Vector: [1.995861996285782, -0.02252237702314397] User Vector: [1.8187877190026003, 0.4062925522581196] Predicted: 3.6208986136249406 Movie Vector: [1.6229499867913737, -1.138540043215783] User Vector: [2.0374655487985804, -0.7442350949362581] Predicted: 4.154046142661964 Movie Vector: [1.9240898585206698, -1.1502211970119478] User Vector: [1.9703829292925465, -0.8516592467316122] Predicted: 4.770790329875967 Movie Vector: [1.608175413132396, -0.2299991800812983] User Vector: [1.4717133402340372, -0.1729778830210166] Predicted: 2.406557980210364 Movie Vector: [1.5393106984233451, -0.4615043535761777] User Vector: [1.8768964255450364, 0.2370119952544872] Predicted: 2.7797446800142875 Movie Vector: [1.0798295975630385, -0.48423781371013036] User Vector: [2.0830308744930686, -0.41535221682830353] Predicted: 2.450447640311828 Movie Vector: [1.3364755219919562, -1.0677977312621654] User Vector: [1.2055911272884867, -1.8819094011849447] Predicted: 3.6207416201779754 Movie Vector: [1.9036532665560388, -0.39306915896074734] User Vector: [1.6412488477346772, -0.8995654255511243] Predicted: 3.477960155473 Movie Vector: [2.0576299373248994, -0.42571851866480753] User Vector: [1.668923366947663, -0.3973290315036932] Predicted: 3.603177009646855 Movie Vector: [1.593646378307651, -0.5533901857247239] User Vector: [1.83513143090116, -0.14322009719283785] Predicted: 3.0038071547592287 Movie Vector: [2.1777202393831643, -0.4450583848407186] User Vector: [1.6083700392713933, -1.2577605347091394] Predicted: 4.062356859032856 Movie Vector: [1.824464809978077, -0.35195231398362975] User Vector: [1.8175548501553105, 0.33524106018975125] Predicted: 3.1980759974372326 Movie Vector: [2.15678064237022, -0.22638439696486976] User Vector: [2.0712902971860077, -0.7266372330272922] Predicted: 4.631818149511147 Movie Vector: [1.9511041796397874, -0.5398049278291348] User Vector: [1.6696184014183149, -0.7182003817590614] Predicted: 3.6452875466530816 Movie Vector: [2.2590754181361934, -0.2511385247553345] User Vector: [1.7256113099831285, -0.32545450328104736] Predicted: 3.980020255469663 Movie Vector: [1.6553186670642042, 0.15521125248613374] User Vector: [2.1258171418279694, -0.48618628754223203] Predicted: 3.443443215001897 Movie Vector: [1.300710282824553, -0.6389652286298534] User Vector: [1.4940240992308207, -0.7361233482357433] Predicted: 2.413649732162444 Movie Vector: [1.926570888541234, -0.7141065948389258] User Vector: [1.552491222011005, -0.6938984781332332] Predicted: 3.486501872425844 Movie Vector: [1.570656605453207, -0.9038095987199299] User Vector: [2.26052505476921, 0.1271447498234285] Predicted: 3.435593963748473 Movie Vector: [2.106937837964337, -0.48330079227737077] User Vector: [1.7475684050443712, -0.7116729568229534] Predicted: 4.025970100893884 Movie Vector: [1.8478228032475255, -0.03725931547325108] User Vector: [2.008275089922512, -0.25250356087185427] Predicted: 3.720344616185436 Movie Vector: [1.8212020887765534, -0.17411072082578608] User Vector: [1.9629501883715412, 0.43181998950866585] Predicted: 3.4997444935862427 Movie Vector: [1.5994486615176315, -0.23014734864966346] User Vector: [1.902680466219141, -0.6408191008073346] Predicted: 3.190722542004818 Movie Vector: [2.0028692910902017, -0.35769245541397027] User Vector: [1.7992266674657322, -0.04807478579051718] Predicted: 3.620811828150588 Movie Vector: [1.7115462306711637, -0.3921619449142488] User Vector: [2.2191113243465668, -0.8944078253543201] Predicted: 4.148864334962535 Movie Vector: [1.2905010742725056, -0.8418896222343492] User Vector: [1.4998903085539252, -0.17700771680521052] Predicted: 2.084631014313464 Movie Vector: [1.9716237754708281, -0.07426024165258008] User Vector: [1.5891050653689405, 0.34406796897929603] Predicted: 3.1075667580812123 Movie Vector: [2.209145531265186, -0.24172162627044827] User Vector: [2.0151821045922977, -0.3574753190664376] Predicted: 4.538240056521934 Movie Vector: [2.13483574563199, -0.4024050729840464] User Vector: [1.7503347951140324, -0.10079578445992027] Predicted: 3.7772380224349607 Movie Vector: [1.4430329980141088, -0.8425003430879912] User Vector: [2.2295066604261113, -0.20567325612603515] Predicted: 3.390531469137324 Movie Vector: [2.0599963816901963, -0.4412156646665172] User Vector: [1.632446370083538, -0.7079161304610934] Predicted: 3.675177301704924 Movie Vector: [1.9688968422683581, -0.6165574561997199] User Vector: [1.7870485462576267, -1.0953058208684932] Predicted: 4.1938332103823255 Movie Vector: [1.8597616161538089, 0.5171283385474555] User Vector: [1.712691465031648, -0.3347434884641929] Predicted: 3.012092502951025 Movie Vector: [1.8998945322484317, -0.2045069689265193] User Vector: [1.8869064524865529, 0.2340108655815392] Predicted: 3.5370663991275357 Movie Vector: [1.8292332746832316, -0.21731484057431125] User Vector: [2.060680784050067, 0.461944890871125] Predicted: 3.669078378370937 Movie Vector: [1.5585868260151683, -0.5201100241358467] User Vector: [1.977747944033911, -0.6164831503551367] Predicted: 3.403130956960391 Movie Vector: [1.7650945883387807, 0.3379642658355728] User Vector: [1.7127660046985538, -0.17955348720064787] Predicted: 2.9625113435040684 Movie Vector: [1.9306784680255356, -0.01646040086623661] User Vector: [1.6229971762157298, -0.005756822556616421] Predicted: 3.133580461392953 Movie Vector: [1.6815832108254787, -0.7121974528137682] User Vector: [1.664738471188728, -0.45638795411977506] Predicted: 3.124434601985231 Movie Vector: [1.8562204595676375, -0.5151913811004858] User Vector: [1.669702743425591, -0.2620634119159815] Predicted: 3.2343492048636957 Movie Vector: [1.725490214331122, -0.7605200686730839] User Vector: [2.1323853755347875, -0.3292468777981915] Predicted: 3.9298089567815495 Movie Vector: [2.1321360272721965, -0.3809319147171784] User Vector: [1.9800458309044435, 0.29790568732109896] Predicted: 4.1082452678451125 Movie Vector: [1.2893136173464372, -1.3250201297587714] User Vector: [2.059232084078628, -0.7757801705809059] Predicted: 3.682920309566652 Movie Vector: [1.8510641101112666, 0.26232771619441175] User Vector: [1.8072409216169083, -0.36812673317837563] Predicted: 3.2487489631446747 Movie Vector: [1.6173982620833731, -0.3087038844517633] User Vector: [1.9887869544430918, 0.16563594046807828] Predicted: 3.165528105543024 Movie Vector: [1.805562747646815, 0.4579793254246411] User Vector: [2.0370434773164514, -0.5960253111129494] Predicted: 3.405042548059994 Movie Vector: [1.9864613060431338, 0.23819708424412542] User Vector: [2.044451219737021, 0.6181808661570615] Predicted: 4.208472119954401 Movie Vector: [2.0646989716305955, 0.9842256846418554] User Vector: [1.9047411524250448, -0.44270269755251473] Predicted: 3.4969977330430453 Movie Vector: [2.4017679247207835, -0.30383301662676543] User Vector: [1.9028946555891562, 0.002607677816363947] Predicted: 4.569519049299301 Movie Vector: [2.2564100800432385, 0.03650642937839719] User Vector: [1.8687262246324958, 0.962571524882076] Predicted: 4.2517527394966725 Movie Vector: [1.4663750529766009, 0.09255159555127135] User Vector: [1.8738415733591116, -0.2486748302501149] Predicted: 2.724739284091135 Movie Vector: [1.6136833177268406, -1.1351551612799622] User Vector: [1.6622215734800876, -0.4905186943308399] Predicted: 3.2391140510644383 Movie Vector: [2.2032982722355055, -0.01471085007617708] User Vector: [2.203029052083484, 0.10025403992883074] Predicted: 4.85245528198924 Movie Vector: [1.5571732166790417, 0.35736171830109686] User Vector: [1.6279549142399168, -0.4249539336755185] Predicted: 2.383145522478331 Movie Vector: [1.9183235102226852, -0.4917879075123542] User Vector: [1.673868793265205, 0.0001703759905656438] Predicted: 3.2109380702968275 Movie Vector: [2.278979542803324, -0.22139301579043388] User Vector: [2.143863035271842, -0.07795363180389517] Predicted: 4.903078389593651 Movie Vector: [2.2218178557986996, -0.21931454294551028] User Vector: [1.7212977130059517, -0.6728481412383259] Predicted: 3.9719753764695085 Movie Vector: [1.6017589262991832, -0.4183225144415414] User Vector: [2.2466800687533093, -0.4786298958239974] Predicted: 3.798861516172063 Movie Vector: [1.8643548669395569, -0.21195711354505242] User Vector: [1.681958602221377, -0.07484965628060282] Predicted: 3.1516326231373544 Movie Vector: [1.0693553632253414, -1.9867263402366082] User Vector: [1.8179015771844298, -0.1241150348591209] Predicted: 2.190565410351977 Movie Vector: [1.92996226924752, -0.1319003475296766] User Vector: [1.6621844251418216, 0.5789128459535235] Predicted: 3.131594419483931 Movie Vector: [2.1772938825757158, -0.4732240053359077] User Vector: [1.874444565837348, -0.45714484097695685] Predicted: 4.297548599090713 Movie Vector: [2.292157629311453, -0.19961763139638877] User Vector: [1.407640657016901, -0.5704208179129422] Predicted: 3.3404003238812487 Movie Vector: [1.914702445045723, -0.44916833179857735] User Vector: [1.6791619649829241, -0.8051695566387105] Predicted: 3.576752186550995 Movie Vector: [2.0484097395382164, -1.2183616324965019] User Vector: [1.7593487992184307, -0.2867951911253705] Predicted: 3.953287472815552 Movie Vector: [2.107539924464605, -0.17126065054603323] User Vector: [1.6246432454318305, -0.33439613951091235] Predicted: 3.4812694031520515 Movie Vector: [2.0676332260710457, -0.02504993245255037] User Vector: [1.8650925167831303, -0.17860298317150547] Predicted: 3.86080125006154 Movie Vector: [1.881105335815329, 0.06024847678234243] User Vector: [2.0731528259394154, 0.044396469914485606] Predicted: 3.902493662522123
avg loss: 0.9784089159905933: 1%|▍ | 622/70000 [00:00<01:40, 687.14it/s]
Movie Vector: [2.3485439338514165, -0.2513075691291586] User Vector: [1.9976924572287813, -0.6836949532626686] Predicted: 4.8634862188557 Movie Vector: [1.5387627837820375, 0.16228046742157914] User Vector: [2.0181920982845067, 0.014305264057445418] Predicted: 3.10784035630101 Movie Vector: [1.8715845078187734, -0.9749297015618852] User Vector: [1.8904174369873916, -0.3412005019673392] Predicted: 3.8707224919318577 Movie Vector: [1.6102376012346142, -0.42028256879076986] User Vector: [1.902985642888298, -0.2785475239486284] Predicted: 3.181327705683801 Movie Vector: [1.888199950047696, -0.3675863639991736] User Vector: [2.033004560254642, -0.6693350633845272] Predicted: 4.084757551366227 Movie Vector: [2.090710123675203, -0.02893830965810941] User Vector: [1.6568594740646003, -0.2584987805459148] Predicted: 3.4714933936917136 Movie Vector: [1.7449558464971815, -0.48544528879222093] User Vector: [1.9591972696652615, -0.6102926760533087] Predicted: 3.714976434518189 Movie Vector: [1.5440604569610774, -0.7176105912036744] User Vector: [1.57319396936944, -0.5698914708746756] Predicted: 2.8380667545692964 Movie Vector: [1.7299092747973466, -0.7612023852364963] User Vector: [1.5554013282611783, -0.3471642224656547] Predicted: 2.9549654180007545 Movie Vector: [1.9963947378202942, 0.11335351691527504] User Vector: [1.8324135863821378, 0.12941161096666473] Predicted: 3.672890102596456 Movie Vector: [2.0841545934112817, -0.6026389995708954] User Vector: [1.7595525453212264, -0.6342628019088277] Predicted: 4.049411020087115 Movie Vector: [1.7108893470511357, -0.9598353942356844] User Vector: [1.9362882132361476, -0.7159997204348668] Predicted: 4.000016750782643 Movie Vector: [2.1771217312664106, -0.23604088997560205] User Vector: [1.560774455190253, -0.09940958520137849] Predicted: 3.421460710963231 Movie Vector: [2.234063828782033, -0.407949001619709] User Vector: [1.9495250426976565, 0.35914791763649223] Predicted: 4.208849346761979 Movie Vector: [2.117479217112128, 0.010160608593132201] User Vector: [2.0286821427789605, -0.5053049290968222] Predicted: 4.290558069856215 Movie Vector: [1.9131023693233487, -0.03260462641746374] User Vector: [1.8058832928445419, -0.0169064785945222] Predicted: 3.455390835680953 Movie Vector: [1.5934401015690833, -0.5533740871641255] User Vector: [1.7527668280878883, -0.5513992404474976] Predicted: 3.098059003920911 Movie Vector: [2.1128886296420006, -0.46097450408304974] User Vector: [2.070829586605446, -0.21542774399774503] Predicted: 4.4747389849199815 Movie Vector: [1.3593734844812528, -0.7745690318581934] User Vector: [1.5026482474173721, -0.29515354686826556] Predicted: 2.2712769810886653 Movie Vector: [1.7668137172945881, -0.6906151746260447] User Vector: [1.660245848243244, -0.3181879085053628] Predicted: 3.1530905367538797 Movie Vector: [1.7185481060543093, -0.8988086544828385] User Vector: [1.7374448670566933, -0.1699735886089119] Predicted: 3.138656318129257 Movie Vector: [1.8789004726379175, 0.4254654393752645] User Vector: [1.6918732868175466, -0.42426287682018066] Predicted: 2.9983523269480434 Movie Vector: [2.1636381090802552, -0.1575496821790202] User Vector: [2.0968772140899397, -0.03165003170284524] Predicted: 4.54186990290277 Movie Vector: [2.278335516134369, -0.16132207046489988] User Vector: [1.8544651698273493, -0.18921712491075715] Predicted: 4.255618758209823 Movie Vector: [1.9474985319216636, -0.36080465582961796] User Vector: [1.9381678998724894, -0.419272425613763] Predicted: 3.9258545828417897 Movie Vector: [1.9007079608322448, -0.3907082536428369] User Vector: [1.626235226799024, -1.5620784477412455] Predicted: 3.701315184132832 Movie Vector: [1.7610490501436837, -0.32701900900576675] User Vector: [2.2119321665661302, -0.6300289019160852] Predicted: 4.1013524680631335 Movie Vector: [1.7212663422923158, 0.2839451412762141] User Vector: [1.834207597788044, -0.12058776739726772] Predicted: 3.122919492199601 Movie Vector: [1.9248314007096323, -0.15982408229589798] User Vector: [2.0303279852210676, 0.22350065389709142] Predicted: 3.8723182727913974 Movie Vector: [1.5566654253207504, -0.14240138346330639] User Vector: [2.0585597436628307, -0.32921983375076463] Predicted: 3.251370138706744 Movie Vector: [1.752099116228877, -0.4395943425428239] User Vector: [2.0919716729650153, -0.20765501480873122] Predicted: 3.756625689088413 Movie Vector: [2.0296377862836787, -0.5829874222810771] User Vector: [1.6263493037725179, -0.20982160630852248] Predicted: 3.423223358033536 Movie Vector: [2.087976875790939, -0.1174591034373636] User Vector: [2.727859762849193, 0.40565177693077015] Predicted: 5.64806061120361 Movie Vector: [1.5591853381087366, -0.5181909394265957] User Vector: [1.524357280631155, -1.396349671133411] Predicted: 3.1003312698520418 Movie Vector: [2.319570517037897, -0.21072620641539377] User Vector: [1.8625094919396468, 0.007716558642150856] Predicted: 4.318596024077195 Movie Vector: [1.5763257814546008, -0.5148546278981122] User Vector: [1.6555653757045599, -0.5177933266632261] Predicted: 2.876298675133991 Movie Vector: [1.315173833927305, -1.1023391594768241] User Vector: [1.670589789646166, -0.9056237868939595] Predicted: 3.1954205426156634 Movie Vector: [1.9358549617959575, -0.18652421155652993] User Vector: [1.8244265339096963, -0.24068564474698312] Predicted: 3.5767188582206924 Movie Vector: [1.81288125608097, -0.39387096744988803] User Vector: [2.116245844128485, -0.2559430253388908] Predicted: 3.9373109510820608 Movie Vector: [1.4069198239892653, -0.6586055460703096] User Vector: [1.5805761194877421, -0.5733223657511465] Predicted: 2.6013371656011857 Movie Vector: [1.9705475692420082, 0.3360006652863248] User Vector: [1.9005264531610855, -0.20026799642990492] Predicted: 3.6777876025207052
avg loss: 0.985694879729354: 1%|▌ | 763/70000 [00:01<01:42, 675.86it/s]
Movie Vector: [1.812598278120714, -0.6631656170102536] User Vector: [2.062917688472137, -0.4042127041459666] Predicted: 4.007301017377702 Movie Vector: [1.9586551195247335, -0.1895320995483382] User Vector: [1.6940933133639682, -0.3008518794435664] Predicted: 3.375165629536957 Movie Vector: [1.9554758482309111, -0.204784663633253] User Vector: [1.894365059011186, -0.2762974950500541] Predicted: 3.760966610215435 Movie Vector: [1.7828783825498093, -0.4535105592793444] User Vector: [2.210245587788613, -0.4823304751737827] Predicted: 4.159341042147949 Movie Vector: [1.495419767553441, -0.3136383074000115] User Vector: [1.8711269575496203, -0.6723341249990856] Predicted: 3.0089899768938118 Movie Vector: [1.7286920883212318, -0.574313699972543] User Vector: [1.7553331745597858, -0.5702122035631159] Predicted: 3.3619112516271232 Movie Vector: [1.4700147064028142, -0.1118226213422577] User Vector: [1.7432859351186782, -0.08088202547619591] Predicted: 2.5717004021978584 Movie Vector: [1.8288322306207432, -0.5496287027415024] User Vector: [2.132860717309231, -0.6692792693982392] Predicted: 4.268499519851134 Movie Vector: [1.6913998495088503, -0.3257118883503307] User Vector: [1.4688754295057513, -0.005202024005221368] Predicted: 2.48615004147526 Movie Vector: [1.8971771231877967, -0.06684008671212299] User Vector: [1.9792501540986007, 0.03423277842649528] Predicted: 3.7526999915433628 Movie Vector: [1.5617417622039749, -0.44313630262588954] User Vector: [1.6347966080312388, -0.09119865651430734] Predicted: 2.5935435709239867 Movie Vector: [2.3073938521944264, -0.29233769305571333] User Vector: [2.0889035453822973, -0.30762287508327174] Predicted: 4.909852960075264 Movie Vector: [2.011431584506609, -0.6426275654087064] User Vector: [2.198119459523052, -0.04043150586740321] Predicted: 4.44734930758464 Movie Vector: [2.1377430442012213, -0.303453716224599] User Vector: [2.213079571586991, -0.6597772191084238] Predicted: 4.931207309442692 Movie Vector: [1.5794107693302875, -0.9165378470721048] User Vector: [1.8673573919121564, 0.04173208355812171] Predicted: 2.911075340956384 Movie Vector: [1.9897156747048976, -0.03454560384792757] User Vector: [2.071099648908803, 0.04449342615094903] Predicted: 4.119362383036008 Movie Vector: [1.6658712583342004, -0.28775778124614615] User Vector: [2.110632543528238, 0.2912461646578123] Predicted: 3.432233741030118 Movie Vector: [1.9625204870482382, -0.029970418783447896] User Vector: [2.0961254280499446, -0.012928521824940833] Predicted: 4.114076569184118 Movie Vector: [2.357040691015084, -0.21057096382679066] User Vector: [1.5066267499301507, -0.32570221523476567] Predicted: 3.6197639851396777 Movie Vector: [1.4902429117686284, -0.3192940062281948] User Vector: [1.7209460750961523, -0.6642029780116558] Predicted: 2.776703719746122 Movie Vector: [1.952914017449286, -0.3675963876890894] User Vector: [1.9179465775943256, -0.44127240243616606] Predicted: 3.9077948972252643 Movie Vector: [1.9691331539553016, -0.31829883920827845] User Vector: [2.3659085228259187, 0.19402311107020012] Predicted: 4.597031580488706 Movie Vector: [1.1118875948688163, -0.8256697189214602] User Vector: [1.6707567205250804, -0.6664206615274566] Predicted: 2.4079370318823714 Movie Vector: [1.6923628900174925, 0.04492310731731789] User Vector: [1.810919004515105, 0.31689821068141233] Predicted: 3.0789681723958906 Movie Vector: [1.5625550927277712, 0.11251728671511152] User Vector: [1.7575226965523336, -0.5437154804818555] Predicted: 2.6850486494736727 Movie Vector: [1.9274291450758405, -0.321718896014713] User Vector: [1.9367212684990331, -0.6428095252970363] Predicted: 3.939696989619593 Movie Vector: [1.8241638209054154, -0.3086913026841283] User Vector: [1.7773969605642166, -0.42793334653319737] Predicted: 3.374362533051804 Movie Vector: [2.031926866897193, 0.06465847441532176] User Vector: [2.094413782209291, 0.21817943267840811] Predicted: 4.269802783736611 Movie Vector: [2.0649423793990023, 0.1685982143711609] User Vector: [1.7934158439132895, -0.3334181809945214] Predicted: 3.6470866700276208 Movie Vector: [2.163022042918587, 0.01637079156553093] User Vector: [2.208516937620143, 0.04021665444458353] Predicted: 4.7777291966987985 Movie Vector: [2.0470323213996857, -0.19154474517677358] User Vector: [1.8643198700627446, -0.5360251735940151] Predicted: 3.918995836730502 Movie Vector: [2.2334830196323243, -0.010793435644312612] User Vector: [2.0669156383050673, -0.6290698728185546] Predicted: 4.623210806354917 Movie Vector: [1.943256087879073, 0.5296927213361805] User Vector: [1.9739041661904693, 0.4664774074745154] Predicted: 4.082890975246517 Movie Vector: [1.41732623695692, -0.8401288797750825] User Vector: [2.0691220123988074, 0.009195975357225036] Predicted: 2.9248951111626265 Movie Vector: [2.2731116072113413, -0.17981060635371013] User Vector: [1.9109923688598447, -0.7788444081105309] Predicted: 4.483943420225161 Movie Vector: [2.2400393154244442, 0.09619701472444869] User Vector: [1.7070949629222565, -0.6158387768161677] Predicted: 3.764717980227617 Movie Vector: [1.833245260784149, -0.43644810508836884] User Vector: [1.9589842147091925, -0.4323049561971657] Predicted: 3.779977206519148 Movie Vector: [1.2740747404256543, -1.399379587898088] User Vector: [1.7410650723588428, -0.5573471619813333] Predicted: 2.9981872719793725 Movie Vector: [2.0962611268202083, -0.2740577049200471] User Vector: [2.199434580265503, -0.32968104781382135] Predicted: 4.700940842914187 Movie Vector: [2.0862846418681835, 0.013638291325931987] User Vector: [1.8488613431107006, -0.17329155571149718] Predicted: 3.8548876243545194 Movie Vector: [1.9779769666887985, -0.033807662140913644] User Vector: [1.3946604627771018, 0.009089509108054429] Predicted: 2.758298976671696 Movie Vector: [1.7959024398781074, -0.543508232903765] User Vector: [1.1329127706856348, -1.8540673537375962] Predicted: 3.042301680157879 Movie Vector: [1.6860549264643412, -0.7514141328644954] User Vector: [1.9209602590534132, -0.12314566686964529] Predicted: 3.331377902806099 Movie Vector: [1.0079286980138298, -0.3665766722266262] User Vector: [2.1142578473720723, -0.32526946788364636] Predicted: 2.250257358480968 Movie Vector: [2.098348025311483, -0.2036564443157456] User Vector: [1.9608173806335027, -0.3543252062601249] Predicted: 4.186637890287125 Movie Vector: [1.5771660371014429, -0.6835714907688992] User Vector: [1.9706393984231962, 1.0252421166098944] Predicted: 2.4071992485169966 Movie Vector: [1.855676276416648, 0.3161676033188879] User Vector: [2.154305682399375, -0.6514342355401536] Predicted: 3.7917315460074956 Movie Vector: [2.034988529550474, -0.0660821879108443] User Vector: [2.0853980982821687, -0.13399040461487716] Predicted: 4.252615588646595 Movie Vector: [2.130439235990887, -0.24147428091592663] User Vector: [1.9708930913555973, -0.43514015056926586] Predicted: 4.303943126723698 Movie Vector: [2.0811695892953566, 0.15221529573680356] User Vector: [1.8527429696398665, -0.5723965477888899] Predicted: 3.768744815394849 Movie Vector: [1.1702718906021619, 0.003956451104771465] User Vector: [2.219904318156903, 0.06665687106571942] Predicted: 2.598155348016551 Movie Vector: [1.8186227689728227, -0.245672569546519] User Vector: [1.2833234072460964, -0.3754214825654629] Predicted: 2.4261119286583543 Movie Vector: [1.5859080538749097, -0.630621385043239] User Vector: [2.3109856080185156, -0.39353364802175433] Predicted: 3.9131814223221664 Movie Vector: [1.7182814124303618, -0.38249464471597483] User Vector: [2.3029054649589997, -0.6993157533680023] Predicted: 4.224524185652127 Movie Vector: [2.209665690049402, -0.32646967045097053] User Vector: [1.6012384705908345, -0.6786154093094653] Predicted: 3.7597490590919564 Movie Vector: [1.4255358668694667, 0.09653434439997463] User Vector: [2.208901003806019, -0.46876334650592055] Predicted: 3.1036158449557614 Movie Vector: [1.6260082254204185, -0.7944009075017827] User Vector: [1.8715040655444772, 0.03932575368037272] Predicted: 3.011840590071194 Movie Vector: [0.7402460732611096, -0.5924041714175291] User Vector: [1.9594928198176629, -0.03813671370383882] Predicted: 1.4730992137356742 Movie Vector: [1.232526403434788, -1.3486348996386173] User Vector: [2.168451263557649, -0.12346496920124612] Predicted: 2.8391826032439385 Movie Vector: [2.0194349028400826, -0.06508284071767731] User Vector: [2.1190007190330182, -0.043235387348587104] Predicted: 4.281997892986684 Movie Vector: [2.006304088499281, -0.4799617122621981] User Vector: [1.7910335832932085, -0.4390158784310987] Predicted: 3.8040688135227647 Movie Vector: [1.9648022148019666, -0.3386380405838919] User Vector: [1.7445936805015694, 0.24932958624954213] Predicted: 3.343349044831861 Movie Vector: [1.6897875251151901, -0.3380291057383018] User Vector: [1.8334227931097082, 0.1554309105218489] Predicted: 3.0455547923708424 Movie Vector: [1.7338796559701453, -0.7111284852068536] User Vector: [2.0149412635665693, -0.3592795891846539] Predicted: 3.749159614895477 Movie Vector: [2.312953565655456, -0.29315644557461346] User Vector: [1.7188861677648648, 0.026747666376678882] Predicted: 3.9678626398851837 Movie Vector: [2.295850026905525, -0.16711404572157276] User Vector: [1.6005161951260525, 0.014691700609888829] Predicted: 3.6720899601154273 Movie Vector: [2.0602389162394994, 0.21560596188483758] User Vector: [1.820444929481433, -0.2848757395516108] Predicted: 3.6891305807448402 Movie Vector: [2.0277540741431794, -0.7585236241060874] User Vector: [1.7354025123701207, -0.6241417766205605] Predicted: 3.992395797095061 Movie Vector: [1.1917504814858282, 0.19743922922079504] User Vector: [1.6153827804866474, -0.005691904442010299] Predicted: 1.924009401203049 Movie Vector: [1.9616073624319461, -0.3427104063784136] User Vector: [1.6026779923869745, -0.33428314588139946] Predicted: 3.2583872622444088 Movie Vector: [1.845930711836673, -0.22953022383278682] User Vector: [1.8581416236815662, -0.4159882217497345] Predicted: 3.5254825597458845 Movie Vector: [2.2444659796830586, 0.5652926539724094] User Vector: [1.9045372521188424, -0.19276257812892844] Predicted: 4.165701800042732 Movie Vector: [1.8501944581004361, -0.16773282866558994] User Vector: [1.8462799650221167, 0.5900642127309023] Predicted: 3.3170038198900986 Movie Vector: [1.2991230798618858, -1.1729969339821604] User Vector: [1.7721364320972124, -0.3333192945447989] Predicted: 2.69320585013973 Movie Vector: [2.0756519141784477, -0.44800474158965287] User Vector: [1.8519546133629041, 0.9623001772011777] Predicted: 3.412898095979628 Movie Vector: [2.0675385393535777, -0.7967070162353432] User Vector: [1.8055070665897563, -0.5758513488724488] Predicted: 4.191740253204814 Movie Vector: [1.7625536848339196, -0.8633231125940808] User Vector: [1.6380352157736795, 0.1833863080138641] Predicted: 2.7288033672079575 Movie Vector: [1.5843134341781693, -0.9164282813189312] User Vector: [1.8217884592384157, -0.20009449364832252] Predicted: 3.0696561831176843 Movie Vector: [1.9159071881694454, -0.1448349045756676] User Vector: [1.4637520442423977, 0.06154370683310209] Predicted: 2.7954993863553246 Movie Vector: [1.9845945121584616, -0.30354965333724665] User Vector: [1.7908557086676204, -0.5966095191040044] Predicted: 3.7352230241911344 Movie Vector: [1.6699990783094802, -0.4860624559322553] User Vector: [1.8027491393974344, -0.4403807604286084] Predicted: 3.2246419551761676 Movie Vector: [2.1855185802830723, -0.20632424637326752] User Vector: [2.0105171742460404, -0.5053920927081003] Predicted: 4.498297282943947 Movie Vector: [1.689687670912845, 0.25292258049549066] User Vector: [1.6945330597292452, -0.5733774594828319] Predicted: 2.7182115123283785 Movie Vector: [2.0836290364940306, 0.16512413375642873] User Vector: [1.8541821479428149, -0.5783552481483343] Predicted: 3.7679273530485413 Movie Vector: [1.9398903634280407, -0.18619969035077158] User Vector: [1.763628098237228, -0.4040972023925863] Predicted: 3.496487926398433 Movie Vector: [2.256431633074101, 0.0030720833130236445] User Vector: [1.7782545596895338, 0.2305432252081758] Predicted: 4.013218088136814 Movie Vector: [2.0449563273675504, -0.5032492316676579] User Vector: [1.8339604857757974, -0.16880724755255927] Predicted: 3.8353212171600406 Movie Vector: [1.892311552240891, -0.5598354548296656] User Vector: [2.1663277227242284, -0.34420692017314014] Predicted: 4.292066213361408 Movie Vector: [1.8446677143233603, -0.5133781530587685] User Vector: [2.0598709344592128, -0.3867100050867426] Predicted: 3.9983058766507793 Movie Vector: [1.3514865035287589, -0.45276354820151515] User Vector: [2.2223685190714395, -0.06894605138000029] Predicted: 3.034717318249539 Movie Vector: [1.5495155523005837, -1.3234478700083745] User Vector: [1.7822001334967352, 0.4067054261926217] Predicted: 2.223293394149894 Movie Vector: [2.2222454627690493, -0.47987752932020933] User Vector: [1.0350635253364573, -1.4788995921147623] Predicted: 3.0098559052333766 Movie Vector: [1.7544301064805126, -0.32513372252592593] User Vector: [1.8026395916275175, -0.4417923466966002] Predicted: 3.3062467609499833 Movie Vector: [1.8968804212043018, -0.27338955119121283] User Vector: [1.908584477128632, -0.6614984151458023] Predicted: 3.801203281710161 Movie Vector: [1.8574772470110459, -0.2560244830113989] User Vector: [2.0792019529643415, 0.09091680332963896] Predicted: 3.838793392002675 Movie Vector: [1.8850364912104849, -0.24719695798945474] User Vector: [2.0055476859944186, 0.07087708110094727] Predicted: 3.7630099741229004 Movie Vector: [1.6065581331122498, -0.6645509695255036] User Vector: [1.2043915774738578, -0.5413163142034525] Predicted: 2.2946573656663953 Movie Vector: [1.365178585377498, 0.14962941765005716] User Vector: [1.8046984639480919, -0.27539017627227236] Predicted: 2.422529224343433 Movie Vector: [1.4108718824979793, -0.2175135994595316] User Vector: [1.9063115031552749, -0.11188941026552328] Predicted: 2.713898767452494
avg loss: 0.9814994909928348: 1%|▌ | 763/70000 [00:01<01:42, 675.86it/s]
Movie Vector: [1.9636610080162042, -0.732715572913268] User Vector: [1.831552901399588, -0.11172456556904599] Predicted: 3.678411345666728 Movie Vector: [1.7138006996304873, -0.20206378858127494] User Vector: [1.231586438769351, -0.42616044849707047] Predicted: 2.1968052951851473 Movie Vector: [1.8465104194767528, -0.17773942494070902] User Vector: [2.156813018168805, -0.47302302894069737] Predicted: 4.066652552059434 Movie Vector: [2.0447396746072966, 0.3281826713469564] User Vector: [2.1723583470216923, -0.6811497026816989] Predicted: 4.218365770606314 Movie Vector: [1.9088037063374745, -0.16261880744038262] User Vector: [1.952497366748259, -0.1572122488565291] Predicted: 3.7524998786873054 Movie Vector: [1.6155792068365327, -0.6133392608669672] User Vector: [1.8418805674094012, -0.30052513025331856] Predicted: 3.160027807444423 Movie Vector: [1.7931730673636173, -0.25838313408623437] User Vector: [1.7800056290680906, -0.1724227212157475] Predicted: 3.236409276895935 Movie Vector: [2.0011355207137353, -0.5215317472398355] User Vector: [1.9355631389903403, 0.15529915809232464] Predicted: 3.7923307087529814 Movie Vector: [2.0683501779319644, -0.22423064060300213] User Vector: [2.0687596698691406, -0.5879805281281157] Predicted: 4.410762681756568 Movie Vector: [2.1806522944213023, 0.10671020376452457] User Vector: [1.5971360172322413, -0.5810743643447548] Predicted: 3.420791756658817 Movie Vector: [1.7037673532145823, -0.11957388441025533] User Vector: [1.7707035860170426, -0.10870069959010178] Predicted: 3.0298647269639267 Movie Vector: [1.8987100331111335, -0.5297498165300873] User Vector: [2.076722713471192, -0.5361405448255359] Predicted: 4.227114607313199 Movie Vector: [1.1331102591263325, 0.05698212463632914] User Vector: [1.6984726096831257, -0.5160197021156842] Predicted: 1.8951528398962676 Movie Vector: [1.518304262000898, -0.44491517695100474] User Vector: [1.6028316564024216, -0.1516588732061958] Predicted: 2.50106146959448 Movie Vector: [1.7068374753253372, -0.12872863621301509] User Vector: [1.1460133432472364, -0.051412497753928706] Predicted: 1.96267678219743 Movie Vector: [1.8517326143610648, -0.25774172263974066] User Vector: [1.7430668945265047, -0.3496961927727846] Predicted: 3.3178251167336033 Movie Vector: [1.4984193342653656, -0.6219871410088532] User Vector: [1.9273567830472405, -0.5586801850048685] Predicted: 3.2354805587549578 Movie Vector: [1.2978826903315483, -0.5480455376070964] User Vector: [1.9515296741266148, -0.12586483765726603] Predicted: 2.601836246337007 Movie Vector: [1.7238934379955007, -0.20809816512984383] User Vector: [2.0257417937925766, 0.5385438131881636] Predicted: 3.3800930060257715 Movie Vector: [1.8578227538490677, -0.39120556703569254] User Vector: [1.6239917712007406, -0.20759978422001932] Predicted: 3.0983030559026647 Movie Vector: [1.6580424502734332, -0.4831416563425595] User Vector: [1.980513357938798, -0.31057231500539967] Predicted: 3.4338256434819616 Movie Vector: [2.1487925552843357, 0.007779499588775739] User Vector: [1.986043074362919, -0.1316805169539589] Predicted: 4.266570164137562 Movie Vector: [1.5165021509118208, -0.15142285141283335] User Vector: [1.865306279286491, -0.22526688704792255] Predicted: 2.8628515390129783 Movie Vector: [1.6602077818248084, -0.6419169673454829] User Vector: [1.2074637554481695, -1.0874515871537889] Predicted: 2.7026943480272507 Movie Vector: [2.0944395224191004, -0.26959154058986595] User Vector: [1.6022869735975538, -0.154116095960416] Predicted: 3.3974415594996703 Movie Vector: [2.0707807169159476, -0.16027475140489192] User Vector: [1.8810758084624288, 0.03769159188941627] Predicted: 3.889254500700943 Movie Vector: [1.8601151763163795, -0.6639699547929135] User Vector: [1.6472323460427516, -0.35677135312464475] Predicted: 3.3009273449989336 Movie Vector: [1.9666280524492907, -0.171608748352753] User Vector: [1.8849322609063972, -0.40940968832272234] Predicted: 3.777218945441739 Movie Vector: [1.7168419126868553, -0.17842435154407935] User Vector: [1.7245118077815482, -1.3356495978930625] Predicted: 3.1990265639169198 Movie Vector: [1.9539035159979832, -0.49523448703140943] User Vector: [2.0917620481822077, -0.6291899445288134] Predicted: 4.398697779998407 Movie Vector: [1.295576585716506, 0.004954706912871535] User Vector: [1.722007261859941, -0.37452811048961987] Predicted: 2.2291366118814238 Movie Vector: [2.3119432045945643, -0.1630484056223476] User Vector: [2.1307605619751517, 0.16217152430155446] Predicted: 4.899755593401833 Movie Vector:
avg loss: 1.0018790972214626: 1%|▌ | 831/70000 [00:01<01:43, 665.64it/s]
[1.999662906698669, -0.3354451449075543] User Vector: [1.7667776598514582, 0.040625768731490854] Predicted: 3.519332033909724 Movie Vector: [2.0887542385686153, -0.49228968065479967] User Vector: [1.5913996237147225, -0.12364855293645619] Predicted: 3.3849136159291424 Movie Vector: [1.6689356131672033, -0.13958774953197267] User Vector: [1.6386513143122068, -0.359226038521498] Predicted: 2.7849470903093883 Movie Vector: [1.3826134837097772, -0.594160991175896] User Vector: [2.035425513309932, -0.582311738806924] Predicted: 3.160193679692088 Movie Vector: [1.2923134901479032, -0.5019679788660218] User Vector: [2.065986314280853, -0.2513022045624149] Predicted: 2.796047644114863 Movie Vector: [1.7089262785955739, -0.26587501500457733] User Vector: [2.083888252366835, -0.3733376748368756] Predicted: 3.6604725560253177 Movie Vector: [1.6778465341391384, -0.4761761748535664] User Vector: [1.063487632907365, -0.5293138590903386] Predicted: 2.0364156876920756 Movie Vector: [1.9088082795965153, 0.08093932332707424] User Vector: [1.9811313470307135, 0.1303094975615417] Predicted: 3.7921470807361453 Movie Vector: [1.4255237120501347, -0.6653537342680941] User Vector: [2.2540428779422985, -0.23586867987523122] Predicted: 3.370127677436345 Movie Vector: [1.4416580258817473, -0.268817228960428] User Vector: [1.887636790239316, -0.6583423074381428] Predicted: 2.8983004833911057 Movie Vector: [1.9817088208462676, -0.356581247369644] User Vector: [2.0153701548339673, -0.09098442135751496] Predicted: 4.026320151563649 Movie Vector: [2.36977119794183, -0.3038768641168893] User Vector: [1.8349522981307151, -0.14315789373386778] Predicted: 4.3919194775287655 Movie Vector: [1.7024224033574236, -0.5822778434853354] User Vector: [1.804332494978685, -0.1430736758294061] Predicted: 3.155044693978976 Movie Vector: [1.1580139790306443, -0.9356444878896791] User Vector: [1.9667870453797884, -0.1323074339667835] Predicted: 2.4013596136240216 Movie Vector: [2.2649130432883955, 0.321187850676594] User Vector: [1.9162209278109124, -0.23035071845140231] Predicted: 4.266087921059912 Movie Vector: [1.5992075242158998, -0.33142226481458936] User Vector: [1.8461997382028323, -0.6561639965456371] Predicted: 3.1699238703643413 Movie Vector: [1.7710076666726413, -0.3985058534992972] User Vector: [1.7361410394581502, -1.2718045090459502] Predicted: 3.5815406326670036 Movie Vector: [2.12580802372901, -0.3818839877528022] User Vector: [1.5775085830050537, -0.5581405605640124] Predicted: 3.5666253462482937 Movie Vector: [2.177081669458847, 0.007498313428471816] User Vector: [1.9732317642174257, 0.2991231028315986] Predicted: 4.2981296222504275 Movie Vector: [2.3145845127280285, -0.29313106633252445] User Vector: [2.0864184904545824, -0.4160547818196061] Predicted: 4.951150506923095 Movie Vector: [2.0140917414326385, 0.11460334269902622] User Vector: [2.00534230225681, 0.045635110501336174] Predicted: 4.044173305928847 Movie Vector: [1.87879995477207, -0.9762320139899312] User Vector: [2.04914544553891, -0.3840611202129904] Predicted: 4.224867131280654 Movie Vector: [1.7879448032397776, -0.7060136097508427] User Vector: [1.7824164996510408, -0.02864969457805326] Predicted: 3.207089392047224 Movie Vector: [1.2855591151193506, -0.5925678524764207] User Vector: [1.531365253917007, -0.287155374062877] Predicted: 2.13881960408557 Movie Vector: [1.8831125099826442, -0.3659114036547758] User Vector: [2.159175623678721, -0.6832655423732016] Predicted: 4.315985281877698 Movie Vector: [1.6402214660524481, -0.7208465958082847] User Vector: [1.8615027280844936, -0.37513747113814133] Predicted: 3.3236933027494375 Movie Vector: [1.8207784774139841, -0.1823412603114708] User Vector: [2.0149758335556043, 0.25799411590593224] Predicted: 3.621781658000115 Movie Vector: [1.6326750742181195, -0.47916369543887205] User Vector: [1.9800759796916214, -0.3536340557893256] Predicted: 3.402269298105583 Movie Vector: [1.414921073352326, -0.6168252799000089] User Vector: [2.2844047693941447, -0.32000649519341934] Predicted: 3.4296405442498377 Movie Vector: [1.6881407399536366, 0.04418426046821618] User Vector: [2.16004734277505, 0.042936399723189286] Predicted: 3.6483610326360965 Movie Vector: [1.712531893539943, -0.7609600699255689] User Vector: [1.9345297844828597, -0.6670861596859717] Predicted: 3.820569885650866 Movie Vector: [1.6481430766620793, -0.3072819600500327] User Vector: [2.1108853229081914, -0.6052771897209354] Predicted: 3.665031791809758 Movie Vector: [2.0177033062832517, -0.0399086022346773] User Vector: [2.135961204593874, -0.3308229457115258] Predicted: 4.3229386659523215 Movie Vector: [2.035029339477335, -0.010871356902716732] User Vector: [1.7714846283048349, -0.024332978571786505] Predicted: 3.6052877255280005 Movie Vector: [1.8558698512815812, -0.5590964405674085] User Vector: [2.2805528654172855, -0.24824204063575894] Predicted: 4.371200548500404 Movie Vector: [1.429854705875682, -0.637676486128506] User Vector: [1.9037066489947936, -0.8976232192880087] Predicted: 3.2944171310149657 Movie Vector: [1.541387664314898, -0.1399580528998314] User Vector: [1.5700443209856225, -0.5824000962985372] Predicted: 2.5015585322815164 Movie Vector: [2.245806989914056, -0.16868233140917094] User Vector: [1.7085057126470562, 0.11579428869326239] Predicted: 3.8174416211902082 Movie Vector: [2.1324691035285603, -0.15903868559507234] User Vector: [1.582870736225708, -0.011078227383763278] Predicted: 3.377184806602665 Movie Vector: [2.0391182409858164, 0.16520686930997316] User Vector: [1.9089576918405555, -0.4055157068192115] Predicted: 3.825596470322635 Movie Vector: [1.6616344940326895, -0.7085683692771171] User Vector: [1.5592647470602732, -0.41171688629542835] Predicted: 2.8826576517707108 Movie Vector: [2.0470257099700153, 0.17446957826379048] User Vector: [2.3671726098957198, -0.3927628672676553] Predicted: 4.777138020583495 Movie Vector: [2.0230122474922174, -0.35823066904303935] User Vector: [2.1538287417983915, -1.1006728983685545] Predicted: 4.751516712439007 Movie Vector: [1.9879294058158323, -0.03374279847803157] User Vector: [2.195645789235296, 0.048659010453938195] Predicted: 4.363146937992669 Movie Vector: [1.936918267017267, -0.27033702932361237] User Vector: [1.9774520190438163, -0.1871513167224128] Predicted: 3.8807568688328837 Movie Vector: [1.5330934603043456, -0.44153813033226774] User Vector: [1.8857742145742977, -0.6876605856430197] Predicted: 3.1946964852624307 Movie Vector: [2.1609496101865715, -0.3648098926786591] User Vector: [1.691964689168426, -0.4242421793207957] Predicted: 3.8110181794157336 Movie Vector: [1.6000497585591729, -0.41879133402385105] User Vector: [2.312789439294707, -0.9519875765177195] Predicted: 4.099262331085689 Movie Vector: [1.174906495222108, -0.1666038051115248] User Vector: [1.9545099691481889, -0.7099393332581717] Predicted: 2.4146450520477196 Movie Vector: [2.1709425300466734, -0.25041672916504193] User Vector: [1.408775507894568, 0.008848254187258308] Predicted: 3.0561549145040265 Movie Vector: [2.0771830441240486, -0.4303736257483659] User Vector: [1.7803128288640138, -0.05427991834607218] Predicted: 3.721396266616773 Movie Vector: [1.6578001395100628, 1.1240910616443514] User Vector: [1.8803649278956895, -0.768613212419016] Predicted: 2.2532779978533366 Movie Vector: [2.012135950202741, -0.44746408538498156] User Vector: [2.22859236118006, -0.7859313086805199] Predicted: 4.83590684249176 Movie Vector: [1.9286416862460931, 0.40550034240879507] User Vector: [2.0817512223643466, 0.13690205345500153] Predicted: 4.070466017398109 Movie Vector: [2.06456784137797, -0.1319434466551355] User Vector: [1.7952002142022547, -0.024459669913992954] Predicted: 3.709539924229317 Movie Vector: [2.038813477833019, -0.3663055849634563] User Vector: [1.9940102687456909, -0.2997755455403381] Predicted: 4.175224467423048 Movie Vector: [1.886109137888642, -0.4354576469887678] User Vector: [1.7617375153564503, 0.1881029512743106] Predicted: 3.240918357721479 Movie Vector: [1.536548591851158, -0.4433436827218224] User Vector: [1.660912090810392, -0.2197493235880449] Predicted: 2.6494966087184237 Movie Vector: [1.7599427752785357, 0.1528101706281312] User Vector: [1.5598059813850438, -1.2941553991479706] Predicted: 2.5474091604117355 Movie Vector: [1.3151749922071831, -1.1760161214454516] User Vector: [2.103596408924617, -0.22257656834042536] Predicted: 3.028351023338837 Movie Vector: [1.3897758339599524, -1.3740579999661138] User Vector: [2.350006280050999, -0.34860503042966806] Predicted: 3.7449854685593182 Movie Vector: [2.16418171019731, -0.2056586720490415] User Vector: [1.9436020667455902, -0.6711174098898798] Predicted: 4.344329160059442 Movie Vector: [1.3018681471813929, -1.7774536477993435] User Vector: [1.4692721956312191, 0.0018700028247013393] Predicted: 1.9094748276893918 Movie Vector: [1.3499750250011946, -1.0888702500036964] User Vector: [2.0177329976996896, -0.4296562637963605] Predicted: 3.1917290773909714 Movie Vector: [2.255015741489966, -0.16805820657857065] User Vector: [2.1817411846188843, 0.10481378970980651] Predicted: 4.902245897649217 Movie Vector: [0.4592114912494279, -0.582027099415769] User Vector: [1.4349504101489705, -0.21777465210151184] Predicted: 0.7856964668024081 Movie Vector: [2.0134945411048513, -0.06519451679570178] User Vector: [2.0854463947742876, 0.8463711335362964] Predicted: 4.143856174564092 Movie Vector: [2.193678549126536, -0.3618761092080438] User Vector: [1.9789568327395424, -0.4394150716234285] Predicted: 4.500208970074585 Movie Vector: [2.1860775922661877, 0.18838501083434817] User Vector: [2.278429104165963, -0.1320613167684262] Predicted: 4.955944437594117 Movie Vector: [1.8377367562838542, -0.4654820187481885] User Vector: [2.1005513890045577, -0.4232091006007683] Predicted: 4.057256722537031 Movie Vector: [2.0493406746372846, -0.37047942939298095] User Vector: [1.5650214368287054, -0.41417170310159174] Predicted: 3.3607041834081484 Movie Vector: [1.6650695576072563, -0.442052701137188] User Vector: [2.133396132768634, -0.07512892831029117] Predicted: 3.5854639006832074 Movie Vector: [1.7569007806870616, -1.1169513998901204] User Vector: [1.743745041193972, -0.6349311251331431] Predicted: 3.7727742332441547 Movie Vector: [1.9209401798588923, -0.4116098923001736] User Vector: [2.050356927650403, -0.5900712283590057] Predicted: 4.181492160129973 Movie Vector: [1.884013258906674, -0.34798557751514114] User Vector: [1.9026997077537282, -0.5191968410125444] Predicted: 3.765384489689665 Movie Vector: [2.021506829487126, -0.30997736043807744] User Vector: [1.7843646567026785, -0.10682232672600436] Predicted: 3.640217842694297 Movie Vector: [1.7850654983525052, 0.00342208091092068] User Vector: [1.9091748706675957, 0.003477145286080149] Predicted: 3.4080140910228396 Movie Vector: [2.0357829195154435, -0.12522070885291745] User Vector: [1.9658594943130703, -0.7106426068927437] Predicted: 4.09105035166601 Movie Vector: [2.2873251276331663, 0.09751510760753289] User Vector: [1.4690928267503651, 0.0018088161975351215] Predicted: 3.360469324357893 Movie Vector: [2.1656533934748494, -0.28857085792299475] User Vector: [1.6703294702746316, -0.4744192750966667] Predicted: 3.754258262751154
avg loss: 1.000952882959067: 1%|▌ | 831/70000 [00:01<01:43, 665.64it/s]
Movie Vector: [1.7036927129489319, -0.5716847492641534] User Vector: [1.7867764162043782, -0.43885255829616426] Predicted: 3.295003274709882 Movie Vector: [1.6510247550310204, -1.1461745544602195] User Vector: [1.5431967565278992, -0.41022624141989356] Predicted: 3.018046926398477 Movie Vector: [1.8259082660118933, -0.29002772154979195] User Vector: [2.260213440120708, -0.2421146172721808] Predicted: 4.1971623540689285 Movie Vector: [2.014761675477226, -0.38182601481315215] User Vector: [2.179270890174047, -0.3078543255022387] Predicted: 4.508258260255321 Movie Vector: [1.9894236085518129, 0.11911883718402344] User Vector: [2.175010222008963, -0.10316526783212059] Predicted: 4.31472775776421 Movie Vector: [2.316075590498031, -0.10022463115120168] User Vector: [1.6277555207049215, -0.2580959417185421] Predicted: 3.795872399363444 Movie Vector: [1.9973377649367792, -0.03675433690216114] User Vector: [1.8232886210420374, -0.6515457196010076] Predicted: 3.6656703500721415 Movie Vector: [1.0887022399953732, -2.5504063831827652] User Vector: [2.0356131883506174, -0.2395044970005303] Predicted: 2.827010435872571 Movie Vector: [2.1936253375747468, -0.054731758135385535] User Vector: [1.7206104884780475, 0.1148851002289255] Predicted: 3.768086900103218 Movie Vector:
avg loss: 1.0119257192925475: 1%|▋ | 995/70000 [00:01<01:36, 713.06it/s]
[1.5454618189548155, -0.8501323006061428] User Vector: [1.73328520350042, -0.30832624975743683] Predicted: 2.9408442074127805 Movie Vector: [2.3150642789945466, 0.0975492613555975] User Vector: [1.8709356333914415, 0.03960346630886086] Predicted: 4.335199542048114 Movie Vector: [2.220750979694678, -0.30508955280526184] User Vector: [2.1999815532620866, -0.3361587402272735] Predicted: 4.988169709444517 Movie Vector: [1.4600177916997008, -0.6906480209982965] User Vector: [1.9930775687854003, 0.0036379919451347744] Predicted: 2.9074161387269535 Movie Vector: [1.7770467331068336, -0.7058384394801118] User Vector: [1.8267254664724366, 0.47370779285455866] Predicted: 2.9118153531998705 Movie Vector: [1.6639606203897226, 0.3556038122169826] User Vector: [1.7860719040277009, -0.5671892866308456] Predicted: 2.7702586409120267 Movie Vector: [1.995457533801143, -0.03337562631037434] User Vector: [1.7999494188860279, -0.41580353307256346] Predicted: 3.6056003317154772 Movie Vector: [1.4002286531259545, -0.8816390380999054] User Vector: [1.9319311338057363, -0.35633750878371134] Predicted: 3.019306387903892 Movie Vector: [1.716866648496215, -0.3781243007671912] User Vector: [1.9672278815144582, -0.19572248602853068] Predicted: 3.4514753679379915 Movie Vector: [2.208308883900186, -0.15956947456757864] User Vector: [1.176382150142569, -0.10589704295110411] Predicted: 2.614713088523406 Movie Vector: [1.3753462802561183, -0.4036177156023305] User Vector: [1.9002813970696861, -0.7066089077476518] Predicted: 2.8987448240690576 Movie Vector: [1.7554865481202455, -0.6292214122061165] User Vector: [1.948985416826097, 0.03243550875633566] Predicted: 3.4010085650954576 Movie Vector: [1.7683982961247375, -0.8056300715994215] User Vector: [2.0183460603763774, 0.29927848567159504] Predicted: 3.328131986319889 Movie Vector: [2.0695595668409186, -0.050493822423278246] User Vector: [2.0723391521652372, -0.1012352089182764] Predicted: 4.293941070764667 Movie Vector: [1.9722711296057716, -0.13939277638002084] User Vector: [1.701345515225785, -0.09156156829635771] Predicted: 3.3682776623786106 Movie Vector: [1.907167213965375, 0.20643097079554332] User Vector: [2.240325320814583, 0.13876836849118498] Predicted: 4.301321089497382 Movie Vector: [1.6269487729872605, -0.3254836347894821] User Vector: [2.3599083389470645, -0.5065193449745615] Predicted: 4.004313733905838 Movie Vector: [1.2419627085753113, 0.08454591103238543] User Vector: [1.648042089809665, -0.14011844664870843] Predicted: 2.0349603759817705 Movie Vector: [1.9080388585753139, 0.010673560852325556] User Vector: [1.7796732555374948, 0.03575796723136897] Predicted: 3.396067391971974 Movie Vector: [1.7806914814189667, -0.7574809328491426] User Vector: [2.0944010610556987, -0.25100581983030684] Predicted: 3.9196142506523524 Movie Vector: [1.8383313311549359, -0.44019026805370515] User Vector: [1.8073817907124252, -0.4447907252137273] Predicted: 3.518359121785197 Movie Vector: [1.5931498437025582, -0.6890000640611238] User Vector: [2.478390078537491, 0.20281034651292285] Predicted: 3.808710424516312 Movie Vector: [1.3719156316603627, -1.1522803508057595] User Vector: [1.9049199908611552, -1.3883632371343941] Predicted: 4.213173190455773 Movie Vector: [1.994135526032512, -0.4113452837405449] User Vector: [1.7744411829123685, -0.7895620585806165] Predicted: 3.8632588307183213 Movie Vector: [1.9630627304077783, -0.45060305856569804] User Vector: [1.718127070385825, -0.4301796182355823] Predicted: 3.5666314696886925 Movie Vector: [2.05020736406003, 0.3779474481082367] User Vector: [1.6522022045600977, -0.7121474891746776] Predicted: 3.118202800495071 Movie Vector: [1.9373967525053066, -0.7652512823048145] User Vector: [2.020424466229607, 0.28443673579003886] Predicted: 3.6966982227575853 Movie Vector: [2.177340749780846, 0.012993855252674267] User Vector: [2.0195305501959977, -0.15477430778481777] Predicted: 4.395195047416889 Movie Vector: [1.8140777481881027, -0.6267080596350253] User Vector: [1.524553073215149, -0.36139139606233667] Predicted: 2.992144706646409 Movie Vector: [1.9642220587118628, -0.4468723116828784] User Vector: [2.108190348788703, 0.5285911138889243] Predicted: 3.904741254055655 Movie Vector: [1.5684439442054225, 0.9573968725672186] User Vector: [1.5170337132570841, -0.5492552259193417] Predicted: 1.8535271051771605 Movie Vector: [2.1794767081057445, 0.21232858242712546] User Vector: [2.0702204437256464, -0.13349754059825708] Predicted: 4.48365189419165 Movie Vector: [1.208684946630356, -0.1788731982841349] User Vector: [1.7125921658685601, 0.1067508449909343] Predicted: 2.050889505539344 Movie Vector: [1.695410655055069, -0.3945289886701077] User Vector: [1.683428479265867, -0.13770953814117898] Predicted: 2.908432985583569 Movie Vector: [2.1803885401231375, -0.18625489369044274] User Vector: [1.851694279970874, 0.13050635159357865] Predicted: 4.013105541218069 Movie Vector: [1.8130022667038581, -0.9768991656324915] User Vector: [1.9509762838339224, -0.6854636243118711] Predicted: 4.206753267538062 Movie Vector: [2.1105796173213123, -0.2399239604929182] User Vector: [1.896759456196066, -0.5203220085497094] Predicted: 4.128099564231749 Movie Vector: [1.8364729130204174, -0.362790286804503] User Vector: [1.7055785771093017, -0.7023077704477403] Predicted: 3.3870392953549047 Movie Vector: [1.4851476058505413, -1.338136901056052] User Vector: [1.9834038243345251, -0.859443139679765] Predicted: 4.095700020710192 Movie Vector: [1.669019244601334, -0.3132680115542451] User Vector: [2.0986620043205404, -0.4674255908476924] Predicted: 3.6491367585190146 Movie Vector: [2.062601441830091, 0.1718852423857976] User Vector: [2.1099377552151695, -0.9350839971960585] Predicted: 4.191233516569429 Movie Vector: [2.112759625185519, -0.05260417531953461] User Vector: [2.044260022378214, -0.7947146252726841] Predicted: 4.360835346138378 Movie Vector: [1.8473770362472366, -0.3604918713848111] User Vector: [2.1956755805365207, -0.23186340765923286] Predicted: 4.139825520264724 Movie Vector: [1.6310860491330388, -0.9289992829821061] User Vector: [1.684592940948621, -0.6981621144418553] Predicted: 3.3963081481710473 Movie Vector: [1.909716501465779, 0.5073647162508683] User Vector: [1.5355433124448512, -0.13194108263688709] Predicted: 2.865510152537458 Movie Vector: [2.152465168396466, -0.04985072180560226] User Vector: [1.3389903034079367, -0.7146035367087287] Predicted: 2.917753491015966 Movie Vector: [1.7170868288920957, -1.149421834718821] User Vector: [1.5951771732994455, -0.09984623459651397] Predicted: 2.853823156181493 Movie Vector: [1.3234536879422343, -0.30946007300422096] User Vector: [2.073317048537307, -0.32782999331913065] Predicted: 2.8453893878257186 Movie Vector: [1.985046147671506, -0.4561072021235434] User Vector: [2.2242513083402033, -0.3150618199268025] Predicted: 4.558943456256793 Movie Vector: [1.8958372946872788, -0.7711020511509389] User Vector: [1.8508849058091417, -0.24163839652983946] Predicted: 3.695304495807705 Movie Vector: [1.7784408277457298, -0.5568815869686229] User Vector: [1.814931696076513, -0.33166145679166537] Predicted: 3.412444786266743 Movie Vector: [1.618091477760046, -0.3831500365868862] User Vector: [2.005188157344085, 0.5760055857215324] Predicted: 3.023881307460378 Movie Vector: [2.358599672745795, -0.1665380446708685] User Vector: [2.0366719242658315, -0.37757982838464293] Predicted: 4.866575140390279 Movie Vector: [1.4522357095005303, -0.4197724457654829] User Vector: [2.196876942475889, -0.2278993579855705] Predicted: 3.2860490161318143 Movie Vector: [1.2228513526519529, -0.43075880736458316] User Vector: [1.9211033031105609, -0.9348164830731197] Predicted: 2.7519042061462153 Movie Vector: [0.4707778780258675, -0.2163291698521778] User Vector: [1.2102964278567392, -0.5709784863321393] Predicted: 0.6933000860403679 Movie Vector: [2.1054848979401384, -0.4557110271127916] User Vector: [2.1335062101947444, -0.21973185453413327] Predicted: 4.592199334345681 Movie Vector: [1.824031513418007, -0.8564403594638803] User Vector: [1.976404834278052, -0.6537060739909811] Predicted: 4.164884965987419 Movie Vector: [1.2244659773572208, -0.3661880819408003] User Vector: [1.7019802204524854, -0.515843310531171] Predicted: 2.2729125465444127 Movie Vector: [2.1682860799191683, -0.48726951386545286] User Vector: [1.9150845089872939, -0.699848206457342] Predicted: 4.493465778046063 Movie Vector: [1.7242968150470717, -0.19469461004845628] User Vector: [1.7773739704496652, 0.23054202630479678] Predicted: 3.0198349864827323 Movie Vector: [2.027917504012695, -0.008625173081215694] User Vector: [2.0372370744059536, 0.036192893612682624] Predicted: 4.131036553039727 Movie Vector: [1.503057428201486, -0.2902312130528734] User Vector: [2.0722648401974313, 0.007333044770790029] Predicted: 3.1126047827803167 Movie Vector: [1.580772696610819, -0.3209428674408941] User Vector: [0.8593043708806785, -0.0681514794521177] Predicted: 1.3802376188022154 Movie Vector: [1.4401974298397118, 0.611028823860158] User Vector: [2.021016456449668, -0.3371476161363379] Predicted: 2.7046557948875316 Movie Vector: [1.698584039201518, 0.09004795963788703] User Vector: [1.4585643495451972, -0.15004772683546674] Predicted: 2.463982632635979 Movie Vector: [1.868337664942131, -0.3368507856199641] User Vector: [1.6915158067997353, -0.6905163130881488] Predicted: 3.3929236552360664 Movie Vector: [1.7787397739445816, -0.2536013128917662] User Vector: [1.9606850245466099, -0.34794312446312603] Predicted: 3.5757872705140756 Movie Vector: [0.26260789024766995, 1.0582234378536386] User Vector: [1.6545201943694816, -0.2465353445439435] Predicted: 0.17360057775981125 Movie Vector: [1.4333498268468008, -0.28674450224154974] User Vector: [1.8222797758307643, -0.4980211853402765] Predicted: 2.7547692380495974 Movie Vector: [1.85256137673613, 0.4351011697597573] User Vector: [2.1514743693035525, -0.383852733373759] Predicted: 3.818723546303083 Movie Vector: [2.0141349091135, -0.12331447323917796] User Vector: [1.2145593976245357, -0.5729373819260433] Predicted: 2.516937953398685 Movie Vector: [1.5218236267889729, -0.5848847226939575] User Vector: [1.2645274554009753, -2.15811472758785] Predicted: 3.1866360923395085 Movie Vector: [1.3208240647497007, -0.5495251524984598] User Vector: [2.306579233075679, -1.1957291982098044] Predicted: 3.7036686282913696 Movie Vector: [1.4177748263018781, -0.2336575678916028] User Vector: [1.7299115301816985, -0.650810745356073] Predicted: 2.6046918751385952 Movie Vector: [1.7585546403903718, -0.22203569717445104] User Vector: [1.5995097354995371, -0.11494677690731213] Predicted: 2.8383475554608584 Movie Vector: [1.5099262569722132, -0.2841557255552189] User Vector: [1.9181916400182009, -1.286358085515905] Predicted: 3.2618539382816674 Movie Vector: [1.667859823293582, -1.0282802089575072] User Vector: [1.8880678487175269, -0.657999489162673] Predicted: 3.8256403607384346 Movie Vector: [2.297614764607005, -0.23387745076420907] User Vector: [1.8444914922971485, 1.3674335187542077] Predicted: 3.91811902043817 Movie Vector: [1.884784682711308, -0.5261547554745987] User Vector: [2.237372837817652, -0.2372454294187103] Predicted: 4.341793865136309 Movie Vector: [1.921393995288875, 0.0194625953453158] User Vector: [1.624537068822798, -0.6320986967840927] Predicted: 3.109073488006504 Movie Vector: [2.091827249289157, -0.43082011259478853] User Vector: [1.6025877735882976, -0.10480690731093696] Predicted: 3.397489697778053 Movie Vector: [2.0514910426312922, -0.19282670695841714] User Vector: [1.9039370192678284, -0.11526757301351162] Predicted: 3.9281364072853564 Movie Vector: [2.25250400198991, -0.5231109543384209] User Vector: [1.8496063721486662, 0.08627869080283182] Predicted: 4.121112427085971 Movie Vector: [2.3190919946831703, -0.16548058679508748] User Vector: [1.8265661226641474, -0.2049274953401077] Predicted: 4.269886395009231 Movie Vector: [1.919294956850823, -0.5261219234186142] User Vector: [1.8975610014036715, -0.34492166609076336] Predicted: 3.8234501107032894 Movie Vector: [1.1171518432540803, -0.3833801829133823] User Vector: [1.6845440525154531, -1.300150150327231] Predicted: 2.380343295757652 Movie Vector: [1.8578413713478354, -0.7661415730782085] User Vector: [1.9785137375302444, 0.025435810334911012] Predicted: 3.6562772436212128 Movie Vector: [0.01918162985912608, -2.4019252044307735] User Vector: [1.6397989024121444, -0.11247068677222691] Predicted: 0.3016001929073216 Movie Vector: [1.688940494922413, -0.2539745612389979] User Vector: [1.7413929718487102, 0.05163358816554298] Predicted: 2.9279954898290335 Movie Vector: [2.4329147398501716, 0.10194386907718224] User Vector: [1.7010267950470528, 0.20561842719691176] Predicted: 4.159414700572089 Movie Vector: [1.6485255275674253, -0.5498026309745371] User Vector: [1.5263418901271666, -0.6536041482720994] Predicted: 2.8755668500060203 Movie Vector: [1.0037371022180415, -0.15482636396082772] User Vector: [1.649581642565789, -1.0172069008929214] Predicted: 1.813236743642175 Movie Vector: [1.5918317457326583, -0.6316301200429066] User Vector: [1.9399091979429257, -0.6795003515838378] Predicted: 3.517201933764425 Movie Vector: [1.7027550432800176, -0.5430507317421792] User Vector: [1.831857959021076, -0.26576356921394084] Predicted: 3.263528479027821 Movie Vector: [1.7661886326593383, -0.22258430453005368] User Vector: [1.746461950906593, 0.10173845794016559] Predicted: 3.061935861158704 Movie Vector: [1.8847391007673175, 0.3067127183437073] User Vector: [1.9262484938791684, -1.0268040447865252] Predicted: 3.315541994425435 Movie Vector: [2.366622739075305, -0.1680254457450042] User Vector: [1.7926803095232848, 0.6603533483242043] Predicted: 4.131641818708982 Movie Vector: [1.461942149009454, 0.1737676231819525] User Vector: [1.8134458921869738, -0.6561005979926516] Predicted: 2.5371439432547502 Movie Vector: [1.9502111840764966, -0.7533342264128744] User Vector: [1.964231640923074, -0.36319758818095177] Predicted: 4.104275688372427 Movie Vector: [1.727682128629533, -0.6645414660909341] User Vector: [1.5546411613982358, 0.24203418719363826] Predicted: 2.525083997377805 Movie Vector: [2.3840623386396556, 0.33377481596408454] User Vector: [1.7381309084434544, -0.09416142285685451] Predicted: 4.1123837268606085 Movie Vector: [1.414822869663784, -0.45472847540251443] User Vector: [2.031057463149993, -0.7224142324622365] Predicted: 3.202088871002549 Movie Vector: [1.9597386382539963, -0.09765442147576608] User Vector: [1.8838186151318301, 0.4510305395195843] Predicted: 3.647747001131294 Movie Vector: [2.080868131478684, -1.3045989951887087] User Vector: [1.3694686979827926, 0.2848789563821932] Predicted: 2.478030970443383 Movie Vector: [1.4781107435771135, -0.6330071058307111] User Vector: [1.5973240688157928, 0.15111943454171983] Predicted: 2.265362191196904 Movie Vector: [1.0841615140320113, -0.7316846567774209] User Vector: [1.572572596770162, -1.135080701958808] Predicted: 2.535443821266995 Movie Vector: [1.633961418704362, -0.23302993921996148] User Vector: [1.919396270048992, -0.17283046048847125] Predicted: 3.176494124168098 Movie Vector: [2.093221822959727, 0.3594069578346612] User Vector: [1.9091538798612102, -0.5159471746115092] Predicted: 3.810847560283207 Movie Vector: [1.670806658048771, -0.651462400671982] User Vector: [2.140838961491585, 0.0790573631479321] Predicted: 3.5254250910832083 Movie Vector: [2.0768993259525375, -0.33366914955875643] User Vector: [2.147575744984895, 0.10062428725178074] Predicted: 4.426723396838889 Movie Vector: [1.4930902717727397, -0.7579722983930033] User Vector: [1.9183957939162113, -0.882315020826484] Predicted: 3.533108441548557 Movie Vector: [2.2506089878338846, -0.15779728921672548] User Vector: [2.1427449292479523, 0.0349122727669134] Predicted: 4.816971934397909 Movie Vector: [1.785662226201396, -0.7580766572748416] User Vector: [1.7268835923729533, -0.7457924638878217] Predicted: 3.6489986579921996 Movie Vector: [2.203407850173875, -0.22146634774988863] User Vector: [1.885124070905742, -0.3977630292200815] Predicted: 4.241788301736749 Movie Vector: [2.1702513086551383, -0.27688350308785126] User Vector: [2.3109584431738663, 0.05151797551670503] Predicted: 5.001096108012665 Movie Vector: [2.004003411662351, -0.14110051739130933] User Vector: [2.093166289785308, -0.3186813785295987] Predicted: 4.239678493299883 Movie Vector: [2.1284566626777335, -0.2780059685554904] User Vector: [1.9837370163459456, -0.016381978020325795] Predicted: 4.226852557108371 Movie Vector: [2.4329806899553, -0.6181456385191192] User Vector: [1.5122816959441883, 0.003650079241430103] Predicted: 3.6770958834417233 Movie Vector: [2.1533007155038604, -0.08744585621781584] User Vector: [1.8726990222700615, -0.5359919938007615] Predicted: 4.079354423401305 Movie Vector: [1.6138859054694268, -0.9346806671183978] User Vector: [1.8342473740906706, -0.29762726110004306] Predicted: 3.2384524311468503 Movie Vector: [2.3485385490737327, -0.3022203516868691] User Vector: [1.6103398905552815, -0.4289964737503349] Predicted: 3.911596775249507 Movie Vector: [2.2557376559962865, 0.0029821121034078915] User Vector: [1.9121460171537328, 0.05394458683328367] Predicted: 4.313460643462305 Movie Vector: [1.443713002786338, -0.27140296327856034] User Vector: [1.6234330101718062, -0.26649870670191017] Predicted: 2.416099884646404 Movie Vector: [2.2778270231892854, -0.09415996119716549] User Vector: [1.8690006304139994, 0.12211512226359585] Predicted: 4.245761787140891 Movie Vector: [1.3673426445192862, -1.046486215228419] User Vector: [2.127732049055506, 0.04209060095711574] Predicted: 2.865291533091693 Movie Vector: [1.8258647811747215, 0.05906550291207316] User Vector: [1.532698967453432, -0.273907847320377] Predicted: 2.782322560062541 Movie Vector: [2.1038837432950546, 0.35652558314246235] User Vector: [1.422327013159311, -0.19116453734035807] Predicted: 2.9242556324838556 Movie Vector: [2.2564764485858397, -0.017791531337909373] User Vector: [1.5910627272017526, -0.4434557599015102] Predicted: 3.5980853292027755 Movie Vector: [1.619386047849574, -0.5728613478770899] User Vector: [1.9598234705281365, -0.17883815538624048] Predicted: 3.276160251167809 Movie Vector: [2.1084212955724615, -0.7806776694885772] User Vector: [2.1882494779944435, 0.10432875003027817] Predicted: 4.532304673994513 Movie Vector: [2.0464012651572885, -0.3862955759787883] User Vector: [2.3489466151150564, -0.5492074877189551] Predicted: 5.019043747758639 Movie Vector: [2.0225021459570076, -0.0064057740343666176] User Vector: [1.8733745983434753, -0.18587650732644598] Predicted: 3.7900948282352562 Movie Vector: [1.7410535066796522, -0.47337248775969304] User Vector: [1.5979620527038119, -0.10344141929089859] Predicted: 2.8311037573881133 Movie Vector: [2.055530695571234, -0.19307127439184152] User Vector: [2.2085220645014956, -0.3133978393867823] Predicted: 4.600193015671233 Movie Vector: [2.064199192720462, 0.0852882414781374] User Vector: [1.4854455371492588, -0.14862265981462808] Predicted: 3.05357971331432 Movie Vector: [1.972457245717386, -0.10232898030300078] User Vector: [1.966895543345721, 0.9775263292250846] Predicted: 3.779588093552564 Movie Vector: [1.9096940946200658, -0.5133402216090099] User Vector: [2.0967784347285403, -0.6000182073067039] Predicted: 4.312218874036063 Movie Vector: [2.140384581032905, -0.47707319414097826] User Vector: [1.8129053049116706, -0.025591175813059443] Predicted: 3.8925234254926564 Movie Vector: [-0.09435060997308953, -0.37297160325686135] User Vector: [1.3762154857075146, -0.06788057338940634] Predicted: -0.10452924424387375 Movie Vector: [1.884788574959318, -1.3681032503159467] User Vector: [2.104614524750625, -0.06748781355367052] Predicted: 4.059083708022906
avg loss: 1.0339345152826378: 1%|▋ | 995/70000 [00:01<01:36, 713.06it/s]
Movie Vector: [1.5455408397556125, 0.24054927520073385] User Vector: [2.028279482768589, -0.6684152063256026] Predicted: 2.9740019816424716 Movie Vector: [1.9966991915124859, -0.3500297849906475] User Vector: [1.60742852488678, -0.08343310175480703] Predicted: 3.238755306723879 Movie Vector: [2.1949106925490076, -0.5053174384594771] User Vector: [2.2309394563987204, -0.05091708979249882] Predicted: 4.922442160666779 Movie Vector: [2.1307132172322163, 0.5895443722634944] User Vector: [1.7924663962873604, -0.40686523623017334] Predicted: 3.5793667317249223 Movie Vector: [1.454357156786064, -0.6017856457387093] User Vector: [2.25449669235936, -0.49358662330987] Predicted: 3.575876744319864 Movie Vector: [1.848714602422004, -0.3288401925599251] User Vector: [1.903752659650292, 0.6755745647827066] Predicted: 3.2973392713234895 Movie Vector: [1.350770094018339, -1.1159999288642273] User Vector: [2.1269557231010414, 0.05790850720964763] Predicted: 2.8084022921394376 Movie Vector: [2.06153996329633, -1.3086196700596853] User Vector: [1.7302204147479046, -0.09526891217650199] Predicted: 3.6915893027333153 Movie Vector: [1.9173947164161433, -0.45964750760812323] User Vector: [1.9281120876772129, -0.1326099935702337] Predicted: 3.7579057825988746 Movie Vector: [1.8913368137796458, -0.40486328273024724] User Vector: [1.8456695124274656, -0.07956891812926342] Predicted: 3.5229972283219033 Movie Vector: [1.5164954660292764, 0.30414488071825163] User Vector: [1.8551362965034286, -0.21256351572799018] Predicted: 2.748655677377651 Movie Vector: [1.443382948835454, 0.13358554675347573] User Vector: [2.0277822669776038, -0.36454616190945804] Predicted: 2.878168249750819 Movie Vector: [1.3638557659756694, -0.3303960996993084] User Vector: [1.124352670577672, -0.5674145170086627] Predicted: 1.7209264160899294 Movie Vector: [0.5724220303240447, -1.9453998839219024] User Vector: [1.953064646994479, -0.12122010113459385] Predicted: 1.3537988012629334 Movie Vector: [1.5574754745993329, -0.4005624456303002] User Vector: [1.9954502554608506, -0.138354126630015] Predicted: 3.1632843009892113 Movie Vector: [1.2839269587974955, 0.007488443473990008] User Vector: [2.0707308695773183, -0.715649580451166] Predicted: 2.6533080864341065 Movie Vector: [1.5779687548742494, 0.18844366849799468] User Vector: [2.0261825669779, -0.41982824781024114] Predicted: 3.1181388072055802 Movie Vector: [1.6316394535528127, -0.6758238214701494] User Vector: [1.9465596671580607, -0.43407073334986357] Predicted: 3.469438893430578 Movie Vector: [2.043261165122646, -0.21709986982440838] User Vector: [1.712879856142249, -0.5576809228897028] Predicted: 3.6209333463392324 Movie Vector: [1.7785872372597835, -0.16284280241622134] User Vector: [1.6465577991744382, -0.7975209745816002] Predicted: 3.0584172375087975 Movie Vector: [1.8706769155477736, -0.2839873351670052] User Vector: [1.5150279935037332, -0.7795849936560632] Predicted: 3.0555201587406677 Movie Vector: [1.46535556084303, 0.12014252227354741] User Vector: [1.6685633238336477, -0.5486984606678471] Predicted: 2.379116528166117 Movie Vector: [1.677391239725751, -0.7283371971854464] User Vector: [1.6895759428531372, 0.2051386141735624] Predicted: 2.684669802111549 Movie Vector: [2.0153352933017334, -0.043185689807156515] User Vector: [2.204539750415655, 0.3146117325204614] Predicted: 4.429300039808943 Movie Vector: [1.9311763038577952, -0.4605953654809644] User Vector: [1.9290654467543495, 0.4774634772916536] Predicted: 3.5054480145358897 Movie Vector: [2.2458902093890507, -0.5234194682878948] User Vector: [2.2746613613948776, 0.8567533664290818] Predicted: 4.660198289722151 Movie Vector: [1.8824136208249806, -0.301650441315765] User Vector: [2.073336307150795, -0.15057709367132355] Predicted: 3.948298151889622 Movie Vector: [2.1963895374377413, -0.4678319620926496] User Vector: [1.9208437517756674, -0.5139400192989818] Predicted: 4.459358687079311 Movie Vector: [1.7381919007771711, -0.1211631957556927] User Vector: [1.979000843401458, -0.2684574307260303] Predicted: 3.4724103978627334 Movie Vector: [2.022240633164791, -0.621439781434552] User Vector: [1.6686568375596929, -1.270081283990052] Predicted: 4.163704695248364 Movie Vector: [1.2103088521835887, -0.6114719934798492] User Vector: [1.2563916497983172, -0.5994011572613223] Predicted: 1.887138956085156 Movie Vector: [1.8099222231088699, 0.3465945263462067] User Vector: [1.9332841030651304, -0.7375056699434964] Predicted: 3.24347843336897 Movie Vector: [1.7807857111609948, 0.13551699549719115] User Vector: [1.45020913831695, -0.16078807364082634] Predicted: 2.560722195058337 Movie Vector: [2.0556736589736384, -0.011154925710431066] User Vector: [1.9984308346122734, -0.6282875916707938] Predicted:
avg loss: 1.041539525651003: 2%|▊ | 1139/70000 [00:01<01:41, 678.82it/s]
4.115130127403027 Movie Vector: [2.049842459544896, -0.33493689431881596] User Vector: [2.0787406839517932, -0.14966688799018923] Predicted: 4.311219878993579 Movie Vector: [1.747434874881175, -0.5858470857269908] User Vector: [1.6559622097097575, -0.5020811910438] Predicted: 3.187828919303471 Movie Vector: [1.3624254953201969, -1.2849592905824436] User Vector: [1.8267036357471798, -0.5003688843261453] Predicted: 3.1317012523693086 Movie Vector: [1.9643882806000428, -0.034264507336349524] User Vector: [1.5942813826561077, 0.03182330608707097] Predicted: 3.130697254163603 Movie Vector: [1.9873930407040612, -0.04717335231068839] User Vector: [1.7827493339244354, 0.47407749536592403] Predicted: 3.5206597948497578 Movie Vector: [1.5761745352763394, -0.7961846912245597] User Vector: [1.909458689165733, -0.7079648770795004] Predicted: 3.573310959080543 Movie Vector: [2.130626934290952, 0.017730259429483326] User Vector: [2.1093684872439193, -0.8273050614483716] Predicted: 4.479608979899651 Movie Vector: [1.7818401481179351, -0.036285022853066194] User Vector: [1.9108559254665451, 0.042532185950323355] Predicted: 3.4032965239261443 Movie Vector: [1.8531039040938846, 0.3301216579697233] User Vector: [1.9928452329496176, 0.13080620223845513] Predicted: 3.736131241789505 Movie Vector: [1.532559001806757, -0.20761904063880357] User Vector: [2.1777178641499715, 0.045428838952860366] Predicted: 3.3280492241376955 Movie Vector: [1.791341720894971, -0.2806401011668334] User Vector: [2.1670503267665553, 0.13083711419653843] Predicted: 3.845209520651517 Movie Vector: [1.539563680358308, -0.6770863987186605] User Vector: [2.1382194996240105, 0.21957338582940397] Predicted: 3.143254929189347 Movie Vector: [2.0875431560572, -0.20170397410360355] User Vector: [2.065750964565437, 0.1189962499037009] Predicted: 4.288342271688135 Movie Vector: [1.842660254360953, -0.003277087382429692] User Vector: [1.5932395121354725, -0.10247560472241088] Predicted: 2.9361349462007134 Movie Vector: [1.9321581471455023, 0.6486267571410341] User Vector: [1.800297380562701, -0.06844869700425246] Predicted: 3.434061594770532 Movie Vector: [1.829663209018411, 0.1572253889236298] User Vector: [1.928201197999796, 0.039885224355404064] Predicted: 3.534229761477036 Movie Vector: [1.5350471954468536, -0.5127724937621068] User Vector: [2.1304205011571993, -0.4200598128436203] Predicted: 3.4856911331849063 Movie Vector: [2.0874111809494105, 0.8380597717238493] User Vector: [2.0619939777508187, 0.1431247226570173] Predicted: 4.424176356605388 Movie Vector: [2.234342403396045, -0.18245225632946505] User Vector: [1.9653587588669563, -0.44057106389664985] Predicted: 4.4716675975036795 Movie Vector: [2.1775152902929755, 0.016634710719378915] User Vector: [1.7136649294919377, -0.7147203190356353] Predicted: 3.7196424206551084 Movie Vector: [1.7239712917056917, -1.1498527509208976] User Vector: [1.6519317838118346, -0.03860321215697539] Predicted: 2.892270980840857 Movie Vector: [1.8357677547754485, -0.5842183036392807] User Vector: [1.6065866655703285, -0.4721848172200958] Predicted: 3.2251790088267644 Movie Vector: [2.3182495441469237, -0.16256843207852467] User Vector: [1.944834043672072, -0.25301192701595715] Predicted: 4.54974238745635 Movie Vector: [1.7757320305439706, -0.1880229815666467] User Vector: [1.6203531482383686, 0.8813590649364765] Predicted: 2.7115972268994857 Movie Vector: [1.89114927623412, 0.25416255067762156] User Vector: [1.7297230931782674, -1.2011429472602502] Predicted: 2.965879020545423 Movie Vector: [1.6108475792363204, -0.16572386129034178] User Vector: [2.1731256512962642, -0.26830086984877727] Predicted: 3.545038050905836 Movie Vector: [1.4336820859508173, -0.4178477321806973] User Vector: [1.908165519508704, -0.2777427303177384] Predicted: 2.8517568923416055 Movie Vector: [1.9217223671122692, -0.32420959126982263] User Vector: [1.827273192412573, 0.2249077819699405] Predicted: 3.4385945046180058 Movie Vector: [1.9661083568288, -0.1922069760116111] User Vector: [1.6984776340432515, -0.2847877320523137] Predicted: 3.3941292589622254 Movie Vector: [2.1701765213232047, -0.2768851703146882] User Vector: [1.7827837741448866, -0.6276660810411093] Predicted: 4.042746918995024 Movie Vector: [1.5515818943469877, -0.7203352412458217] User Vector: [2.0138150891797353, -0.40789486799828106] Predicted: 3.418420079076516 Movie Vector: [2.030736715526601, 0.0664279833921264] User Vector: [1.8196971564066253, -0.02710502071529919] Predicted: 3.693525294788367 Movie Vector: [2.201552454619855, -0.5401193258153121] User Vector: [1.911207877387383, -0.2041274169831452] Predicted: 4.317877556592354 Movie Vector: [1.9255923286919028, -0.4312419765775503] User Vector: [1.9826536575020828, -0.16427078943520845] Predicted: 3.8886231332689474 Movie Vector: [1.9552157578714815, 0.0059727402099404294] User Vector: [1.3880319634213434, -0.19561097661291962] Predicted: 2.712733633765181 Movie Vector: [1.7734864521171751, -0.35268902346766073] User Vector: [2.007381947123653, 0.04668933126147318] Predicted: 3.5435978727994266 Movie Vector: [1.9397718712060323, 0.011311154310715279] User Vector: [1.6585426099599734, -0.1693256319291983] Predicted: 3.2152790336454835 Movie Vector: [1.9096026860642428, -0.4534248126488881] User Vector: [1.8692155677484117, -0.5364832734275451] Predicted: 3.8127138967486123 Movie Vector: [1.9274671095984917, 0.3350027035910826] User Vector: [1.6052842368710623, 0.017752944987399332] Predicted: 3.1000798526933693 Movie Vector: [1.34733829798536, -0.7722050534703111] User Vector: [1.6190862778248034, -0.20715527945463436] Predicted: 2.341423303503846 Movie Vector: [1.7567774373176803, 0.13817884888144716] User Vector: [1.7862587009592745, -0.20076707435576002] Predicted: 3.110317219829868 Movie Vector: [1.520835393695947, -0.6316620859240762] User Vector: [1.987988363312314, -0.23124978020470144] Predicted: 3.16947478371463 Movie Vector: [1.395755376003231, -0.7886063599353647] User Vector: [1.845812068146314, -0.1537499177149772] Predicted: 2.6975502801564297 Movie Vector: [2.1309473490360187, -0.19920370360480097] User Vector: [1.7368616695862242, -0.5640755188191431] Predicted: 3.813526702908611 Movie Vector: [1.7593351337798173, -0.26592747503743813] User Vector: [1.6418934098919167, -0.3747450786503641] Predicted: 2.988295774492593 Movie Vector: [2.1311725490033333, -0.458356622977369] User Vector: [1.6107387226535341, -0.6680769603368586] Predicted: 3.7389796487648934 Movie Vector: [1.601480263975461, -0.7845210522669614] User Vector: [2.1317078686095425, 0.22243714317157812] Predicted: 3.2393814585151546 Movie Vector: [2.306434460264401, 0.3161965221232264] User Vector: [1.904393006384873, -0.7078155263156942] Predicted: 4.168548848086751 Movie Vector: [1.919096970324347, 0.5442546208835354] User Vector: [2.0312797561714673, 0.04193683093871715] Predicted: 3.9210471399734494 Movie Vector: [2.3782950928044952, 0.33408725047127036] User Vector: [1.9689759370913873, -0.25171113665747996] Predicted: 4.598712327475683 Movie Vector: [1.4833307152415822, -0.2899505711004401] User Vector: [1.679123998749325, -1.100269689744001] Predicted: 2.8097200269499187 Movie Vector: [1.9466489730862937, -0.45129353942342854] User Vector: [1.9455783965213713, -0.3703388575604878] Predicted: 3.954489721461707 Movie Vector: [1.8210920007663112, 0.2010993714995884] User Vector: [1.9674233926588076, -0.13012101097013226] Predicted: 3.5566917489664873 Movie Vector: [2.1030031220742194, -0.2709902270282674] User Vector: [1.9714350571519248, 0.6321901892327119] Predicted: 3.9746167172518487 Movie Vector: [2.1405096945574327, -0.202309238781016] User Vector: [2.1167232053171787, -0.33044243304718424] Predicted: 4.597718098766827 Movie Vector: [1.593353365180988, -0.7385405936028295] User Vector: [0.9985740686166253, -1.6862201220540696] Predicted: 2.8364233624996187 Movie Vector: [1.3868903260606478, -0.2220384970482321] User Vector: [1.9669910926658423, -1.0492230143995547] Predicted: 2.9609688190514123 Movie Vector: [2.0471304857443444, 0.6085165035469666] User Vector: [2.0991359677449104, -0.2970770102294322] Predicted: 4.116428969744063 Movie Vector: [1.824128451400113, -0.26582105153740326] User Vector: [2.103041272639699, -0.1862437084863767] Predicted: 3.8857249183228513 Movie Vector: [2.120322556634495, -0.4189224226966523] User Vector: [1.3401001046956562, 0.30329157788035493] Predicted: 2.71438883754532 Movie Vector: [1.3571007134913238, -0.6033720028749616] User Vector: [1.949676902975079, -0.1774408468097664] Predicted: 2.752970755236472 Movie Vector: [1.6188952370529364, -0.4784769161220248] User Vector: [2.025400333057644, -0.6287103141224658] Predicted: 3.5797343245478777 Movie Vector: [2.167926503064041, -0.2760930046222011] User Vector: [2.153481818589459, 0.30306349439599156] Predicted: 4.584916597627545 Movie Vector: [1.8789827767290905, 0.4254448003766071] User Vector: [1.502741034198472, -0.40325031573783776] Predicted: 2.652063771062102 Movie Vector: [2.050461624521368, -0.11826850461179703] User Vector: [1.9488377197627964, -0.3777285653074595] Predicted: 4.040690349361415 Movie Vector: [1.613720966244974, -0.026198819010620215] User Vector: [1.9690649985188344, 0.03460914941549401] Predicted: 3.176614753167324 Movie Vector: [2.0627262247614464, -0.0690454409015909] User Vector: [2.0578202850914087, 0.02350109891610215] Predicted: 4.243097224167791 Movie Vector: [1.1999639652015248, -1.4278801148472882] User Vector: [1.7839038160446306, -0.343944234941347] Predicted: 2.6317314303281596 Movie Vector: [1.7488021839261099, -0.7137892871917837] User Vector: [1.8616308934239234, -0.5333102116871333] Predicted: 3.6362952879363304 Movie Vector: [2.194004902525943, -0.30824475292608533] User Vector: [2.113856105988479, -0.4093581271121465] Predicted: 4.763993154523091 Movie Vector: [2.2559932013838466, -0.28144731478921975] User Vector: [2.198038222986903, -0.1343367557702514] Predicted: 4.996568006629317 Movie Vector: [1.850560425432798, -0.996510890569909] User Vector: [1.9741127937101515, -0.17450021331490456] Predicted: 3.827106374355662 Movie Vector: [2.2613125541630597, -0.167755699203263] User Vector: [2.117626242059842, 0.053569579318532345] Predicted: 4.779628203960457 Movie Vector: [1.1800888787431079, 0.399274546863995] User Vector: [1.566841886692126, 0.020311497204845996] Predicted: 1.857122549076841 Movie Vector: [1.9851928572503945, 0.08448276610236069] User Vector: [1.6951666754615573, -0.4494960288370704] Predicted: 3.327258108106999 Movie Vector: [1.7416891362901157, -0.20653994095906608] User Vector: [2.509652854127007, -0.1993983094551249] Predicted: 4.412218826954689 Movie Vector: [1.2428223254619575, -1.3492211178844897] User Vector: [1.622102322451095, -0.4679930623589548] Predicted: 2.6474111032840466 Movie Vector: [2.305197154334844, -0.2906741522668242] User Vector: [2.0017090371802975, 0.3496189112690565] Predicted: 4.51270879566478 Movie Vector: [2.20540656116838, -0.05394512626115399] User Vector: [1.8063700933309998, -0.59898249053845] Predicted: 4.016092641810844 Movie Vector: [2.210837854561518, -0.3280987611714601] User Vector: [2.045963161304915, -0.3782358720816478] Predicted: 4.647391527111855 Movie Vector: [1.558524192102002, 0.29222421614516436] User Vector: [2.0291709632138595, -0.18921190698140145] Predicted: 3.1072197348767503 Movie Vector: [1.9131083012991106, 0.15895146721381323] User Vector: [2.0830987452158087, -0.07205064356937951] Predicted: 3.9737409463890723 Movie Vector: [1.9424346194717375, -0.201668248760381] User Vector: [2.1316597467396994, -0.12605568298682468] Predicted: 4.166031117835795 Movie Vector: [2.1513368904582766, -0.06760124838248988] User Vector: [1.8728559593929495, -0.5848614871635389] Predicted: 4.068681482619775
avg loss: 1.0279140526124495: 2%|▋ | 1139/70000 [00:01<01:41, 678.82it/s]
Movie Vector: [1.6253789004997339, -1.027841494492789] User Vector: [1.9422472658072976, 0.041892939212698946] Predicted: 3.1138284241474037 Movie Vector: [1.981972686098309, -0.5978727797715969] User Vector: [1.9295999434433595, -0.1048515664397241] Predicted: 3.8871022804923046 Movie Vector: [2.0965149476839877, 0.28599936402258586] User Vector: [2.2630207413716223, -0.7611038475342897] Predicted: 4.526781594854556 Movie Vector: [1.5044974174040049, -0.5067489251566963] User Vector: [1.876587310509737, -0.6485955580745413] Predicted: 3.151995864110708 Movie Vector: [1.8320019512977863, -0.33477092203382774] User Vector: [1.8981673280458518, 0.8692945514823999] Predicted: 3.18643171035096 Movie Vector: [1.8035581611168447, -0.7658054083343319] User Vector: [1.7755359014317407, -0.07676114178754208] Predicted: 3.2610663629139878 Movie Vector: [2.1478517409547684, -0.017234075430684805] User Vector: [1.7324991658451354, -0.19105908253260784] Predicted: 3.7244440762032425 Movie Vector: [1.7591755746453466, -0.8420147975952862] User Vector: [1.6099816666341482, -0.5941787511005939] Predicted: 3.332547724412987 Movie Vector: [2.1475391385517186, -0.06641527419328011] User Vector: [2.0920989421303093, -0.2991687900413138] Predicted: 4.512733737168151 Movie Vector: [2.0323945401228203, -0.4297792783586842] User Vector: [1.9632958050537497, -0.22202594476693302] Predicted: 4.085613825156115 Movie Vector: [1.3329179677183969, -0.3109565516918286] User Vector: [1.783838799344907, -0.5549801761441108] Predicted: 2.5502855089911347 Movie Vector: [2.0341736017886896, 0.2686407306677358] User Vector: [1.8735900210079695, -0.17870593271988933] Predicted: 3.7631996689685976 Movie Vector: [1.4227571882170718, -0.538526796311995] User Vector: [1.7453886584481737, -0.7536485177523845] Predicted: 2.8891241818501663 Movie Vector: [1.8673733012261278, -0.2555917604403522] User Vector: [1.7407676438067952, -0.3084385333861478] Predicted: 3.329497369418929 Movie Vector: [1.7408858805108736, -1.0203671886315888] User Vector: [1.7262360853410994, 0.4545045594240736] Predicted: 2.541418487878903 Movie Vector: [1.2724633039510374, -1.0376925897192013] User Vector: [2.063097642024617, -0.2259076402723018] Predicted: 2.859638726215757 Movie Vector: [1.9934766191781714, 0.06698298545926847] User Vector: [1.483182708053514, 0.275022053200318] Predicted: 2.975111848664539 Movie Vector: [2.1869586106397794, -0.15764753890729927] User Vector: [1.71009549110744, 0.1967489516776755] Predicted: 3.7088910712791017 Movie Vector: [1.4472698254249536, -0.4381939454561609] User Vector: [2.07935835128081, -0.32924261697576335] Predicted: 3.153664719399018 Movie Vector: [2.2518977939680176, 0.09191903893529062] User Vector: [1.9790928766039149, 0.02713666669827621] Predicted: 4.459209259204987 Movie Vector: [2.2102002491307005, -0.25017015880992083] User Vector: [1.7835268704400253, -0.15639589292934258] Predicted: 3.9810771187491953 Movie Vector: [1.4927639013237564, -0.2961317993668826] User Vector: [1.9794455128572388, -1.203242596105821] Predicted: 3.3111632012902716 Movie Vector: [1.6005569857076187, -0.3867696718011607] User Vector: [1.6838958475383192, -0.18827216036465255] Predicted: 2.7679892236550403 Movie Vector: [1.912451233729363, 0.3916242473608338] User Vector: [2.004024148039585, -0.1601642592863122] Predicted: 3.7698742468446325 Movie Vector: [1.9429988018650186, -0.14520024043153343] User Vector: [2.115522188388186, -0.3401920433968262] Predicted: 4.159853043851221 Movie Vector: [1.9704891765572812, -0.4258695740909334] User Vector: [1.6425013682143592, -0.3748369729225303] Predicted: 3.396162830558973 Movie Vector: [2.0775110810343236, -0.1081339620147409] User Vector: [1.7833478836887273, -0.21830881687035142] Predicted: 3.7285315870133826 Movie Vector: [1.8584787822420712, -0.4917939988528767] User Vector: [2.2683404234126003, 0.06682062368055076] Predicted: 4.182800566088613 Movie Vector: [1.689785678621271, -0.17260454296960295] User Vector: [2.1091957263434935, -0.18714056602616522] Predicted: 3.596390043654444 Movie Vector: [1.8478507254636787, 0.29549333751708085] User Vector: [1.9834626409486156, -0.297880494810003] Predicted: 3.5771211784143557 Movie Vector: [1.69025022358559, 0.14722220984975698] User Vector: [1.9848606779888618, -0.36518033918496795] Predicted: 3.3011485482284244 Movie Vector: [1.6824269473561815, 0.5657622263735511] User Vector: [2.0755153575833907, -0.1957720277472513] Predicted: 3.3811425489699483 Movie Vector: [2.3020738135322656, -0.23057168709566944] User Vector: [1.8944449160853427, -0.33731960176730713] Predicted: 4.438928382169325 Movie Vector: [1.6034533510835487, -0.026379287114786338] User Vector: [1.983834486153869, -0.6753326629511166] Predicted: 3.198800849032512 Movie Vector: [2.3434901310772593, 0.3385366682181547] User Vector: [1.8409112178324816, -1.0780315285068582] Predicted: 3.949204069285003 Movie Vector: [1.8474144775443901, 0.4544527822415519] User Vector: [1.6769286738016227, -0.5280417313870526] Predicted: 2.85801227582194 Movie Vector: [1.8124741201920453, -0.13291301511108014] User Vector: [1.9652979405498379, -0.22339109574714286] Predicted: 3.591743239798027 Movie Vector: [2.0017924275023664, -0.06472286950664245] User Vector: [2.1156318537859433, 0.4924563351534363] Predicted: 4.203182637173639 Movie Vector: [1.8027421817206477, 0.07209598626503617] User Vector: [1.9325795952064397, -0.3411391045348191] Predicted: 3.459347995616254 Movie Vector: [1.9271853119606972, -0.12482865364448362] User Vector: [1.7378140109088773, 0.08111246540736189] Predicted: 3.3389644768925097
avg loss: 1.0252589749389744: 2%|▊ | 1214/70000 [00:01<01:38, 697.01it/s]
Movie Vector: [1.8646737854935096, -0.630349797696692] User Vector: [1.1796305034314176, -0.8989110290957539] Predicted: 2.76625446165491 Movie Vector: [2.1450031974264276, -0.4643153723669545] User Vector: [1.7500461296421996, -0.7554114138120961] Predicted: 4.104603675620674 Movie Vector: [1.7231374264371968, -0.49056265648544084] User Vector: [1.70348420325134, -0.16906356951648172] Predicted: 3.018273659743849 Movie Vector: [1.9522721033392354, -0.5255244276458643] User Vector: [1.8563735420915506, 0.21877124131845263] Predicted: 3.5091766482231233 Movie Vector: [1.9316243572185468, -0.1979725989831313] User Vector: [2.0448082269975045, 0.9930960422433045] Predicted: 3.753195572586482 Movie Vector: [1.8569889983747752, -0.2716639706610572] User Vector: [1.870024637805753, -0.3751826544458934] Predicted: 3.5745387887249835 Movie Vector: [1.9769067983857131, -0.7402362764726919] User Vector: [1.605809244539656, -0.32568983497151605] Predicted: 3.4156226431653924 Movie Vector: [1.8931777068331632, -0.46319661666684286] User Vector: [2.1989881226888497, -0.33429195344355966] Predicted: 4.317918193279446 Movie Vector: [1.7853517476581433, -0.5660089634216074] User Vector: [1.656496445063307, 0.02665386377134954] Predicted: 2.9423424973788745 Movie Vector: [2.3232733624638406, -0.34108994096738676] User Vector: [1.8721117177230584, -0.267234822420826] Predicted: 4.440578395146356 Movie Vector: [1.5487687597768585, -0.4070335560201715] User Vector: [1.6948596663575377, -0.1909215334543097] Predicted: 2.7026571741431153 Movie Vector: [1.754772615495257, 1.084452837607373] User Vector: [1.8637135312064004, -0.6550313507857749] Predicted: 2.560042860607532 Movie Vector: [2.3462509906526945, 0.33691991797008813] User Vector: [1.938823350138021, -0.28005015177529907] Predicted: 4.454611731798264 Movie Vector: [2.1703900858115097, -0.3671769916959069] User Vector: [1.9100891261266248, -0.15359931710632446] Predicted: 4.202036637543243 Movie Vector: [1.304159446066296, -0.32093772350019434] User Vector: [2.0400210152459026, 1.8329995090571816] Predicted: 2.072233987592913 Movie Vector: [1.6009724576436966, -0.9325853150072161] User Vector: [1.7045996768290987, -0.6466392041610411] Predicted: 3.332063359820273 Movie Vector: [1.7324113844649278, -0.629605434921902] User Vector: [1.9188664320805195, -0.32123457460607946] Predicted: 3.5265170862607023 Movie Vector: [1.49186160845158, -0.33162291162057683] User Vector: [1.8853767615341885, 0.1853732735611437] Predicted: 2.751247183284641 Movie Vector: [2.1962869977871744, -0.20896015065075707] User Vector: [1.7489921207087928, -0.10718477318252223] Predicted: 3.863686000296625 Movie Vector: [2.0200358642191887, -0.008765195739414686] User Vector: [1.4727517122325626, -0.0028806161139573825] Predicted: 2.9750365269640833 Movie Vector: [1.0982353473955901, -0.3687802174821696] User Vector: [2.06832478798102, -0.3957081734956469] Predicted: 2.4174367383364426 Movie Vector: [2.05099104364945, -0.14825431277228981] User Vector: [1.8418909104529875, -0.2627979733034223] Predicted: 3.8166626936484582 Movie Vector: [1.7025823108229368, -0.6246117940816227] User Vector: [2.27400024876146, -0.24747030371102688] Predicted: 4.026245468731088 Movie Vector: [2.26499954337032, -0.18932461422013405] User Vector: [1.9402659725341171, -0.4507153713497307] Predicted: 4.480033055610617 Movie Vector: [1.4557657837380404, -0.2048447073346527] User Vector: [2.0226158193972927, -0.7197010618768127] Predicted: 3.0918818569144535 Movie Vector: [1.5706725255240264, 0.05423568064680032] User Vector: [1.587899667876821, -0.11547959329931785] Predicted: 2.487807267279445 Movie Vector: [1.897193080232423, -0.3515820050383877] User Vector: [2.05614044814596, -0.6681594948095516] Predicted: 4.135808285079087 Movie Vector: [1.7096154097806817, 0.173280157341497] User Vector: [1.8238009590239586, -0.39342255108724256] Predicted: 3.0498259023660546 Movie Vector: [1.8663767388802295, -0.5028055538781363] User Vector: [2.0860095328001336, -0.669048491150084] Predicted: 4.229680966264634 Movie Vector: [1.88617097147354, -0.7414928273235802] User Vector: [2.0880426985751734, 0.08969824341021561] Predicted: 3.8718949211375673 Movie Vector: [2.050133416502158, -0.3264428839397568] User Vector: [2.0557883898746487, -0.4038913746525356] Predicted: 4.346487940479149 Movie Vector: [2.2796014731238103, -0.39955990695243065] User Vector: [1.5323982869572612, -0.6556240277678846] Predicted: 3.7552184678908898 Movie Vector: [2.2526338916294795, -0.5086510151116904] User Vector: [1.4110910998432886, -0.4240019631234231] Predicted: 3.3943406646357883 Movie Vector: [1.7852415145010208, -0.210000288303012] User Vector: [1.7083145156176012, -0.07620931359451823] Predicted: 3.0657579709314677 Movie Vector: [1.8855785090158963, -0.3018802929148226] User Vector: [1.9142886537900854, 0.11305440816079522] Predicted: 3.5754126477886636 Movie Vector: [1.958429292325367, -0.2137124973280475] User Vector: [2.014675175336608, -0.4401026235972272] Predicted: 4.0396543086695464 Movie Vector: [1.7580852461119219, -0.2769102160028743] User Vector: [1.7018379310599347, -2.0021525981781543] Predicted: 3.5463926663023377 Movie Vector: [1.5791274584612793, -0.15898590324981188] User Vector: [1.8725389032176596, -0.4676306974006001] Predicted: 3.031324287921548 Movie Vector: [1.372196272736977, -1.4061255137703967] User Vector: [1.959884418972812, -0.12014872700262019] Predicted: 2.858290285195187 Movie Vector: [2.1630358722091234, 0.00501930895401587] User Vector: [1.9512231073144912, 0.24759642996025008] Predicted: 4.221808338782479 Movie Vector: [1.7624563152158723, -0.3717428679205558] User Vector: [2.0308020098395794, -0.19957058356139162] Predicted: 3.6533887682805433 Movie Vector: [1.357904686704046, -1.0876270654036948] User Vector: [2.13317024440073, 0.03792851584457438] Predicted: 2.855389792026215 Movie Vector: [2.34890872550118, -0.5854511613227469] User Vector: [2.2401418296189877, -1.168088102593441] Predicted: 5.9457472261428315 Movie Vector: [2.3192115724417732, -0.15937755061300443] User Vector: [1.4821801510402315, -0.14875757849881718] Predicted: 3.4611979772322634 Movie Vector: [1.955716863404838, -0.7385052713952983] User Vector: [2.1530174388063528, -0.48363584680474114] Predicted: 4.567860134579309 Movie Vector: [2.006580184687492, -0.14191784427590293] User Vector: [1.6850433171949621, -0.018698217260436606] Predicted: 3.383828141308895 Movie Vector: [1.7041985901375625, -0.17724926821337267] User Vector: [1.787710248643984, 0.22633968360485263] Predicted: 3.006494742026942 Movie Vector: [1.566090853819582, -0.9928133003016614] User Vector: [1.983697449056887, -0.6168036364518009] Predicted: 3.7190212856570053 Movie Vector: [1.985210622933873, -0.5381034836161677] User Vector: [2.1560526073515462, -0.3240094433655067] Predicted: 4.454569149918079 Movie Vector: [2.084639970273965, -0.9563550489622986] User Vector: [2.116043024666073, -0.4236493861627098] Predicted: 4.816347097484799 Movie Vector: [1.8748960200870635, -0.5640832515592176] User Vector: [1.2246908359669215, -0.5833852785098408] Predicted: 2.625245839005091 Movie Vector: [1.9254891029027557, -0.30780141257420474] User Vector: [1.9287571625239928, 0.5821195301608996] Predicted: 3.53462368491503 Movie Vector: [1.7224806745899581, -0.028600462352732326] User Vector: [1.9995901017957143, -0.3933044272367729] Predicted: 3.4555039959088334 Movie Vector: [1.8504386869539065, -0.25259119479440445] User Vector: [2.3229488358244934, -0.26542765272660784] Predicted: 4.365519081557869 Movie Vector: [1.4041298721565778, -0.8726490679130523] User Vector: [1.728558037729841, 0.04447378731846918] Predicted: 2.3883099674828014 Movie Vector: [1.8468425322400195, 0.19939628857352387] User Vector: [2.217363551577776, 0.09354878534196674] Predicted: 4.113774597090372 Movie Vector: [2.0472977180353755, -0.6432872755904833] User Vector: [1.8348080354284335, 0.38845679468805555] Predicted: 3.5065089908261116 Movie Vector: [2.2748963421591575, -0.2959664983404347] User Vector: [1.8142622816134926, -0.6487400644203606] Predicted: 4.319263953359504 Movie Vector: [2.2549641140387644, -0.21255610361244473] User Vector: [1.8740433020325975, 0.2608183636260344] Predicted: 4.170461859115293 Movie Vector: [2.1608100096361103, 0.11392927771583639] User Vector: [1.1924990277272052, -0.9032612118191935] Predicted: 2.4738559381429823 Movie Vector: [2.032673805655757, -0.3660686620073033] User Vector: [1.8326576809870676, -0.500097306042018] Predicted: 3.908265214572496 Movie Vector: [1.7793684182639025, -0.22475189840462365] User Vector: [1.8081238755414912, -0.342494568228817] Predicted: 3.2942948248501587 Movie Vector: [1.155999836671663, -0.4947104575793158] User Vector: [2.0361000523393242, -0.20581104273759016] Predicted: 2.455548203079013 Movie Vector: [2.1733438073765354, 0.06674938940819297] User Vector: [1.845095158874131, -0.3480254637811298] Predicted: 3.9867956503536237 Movie Vector: [2.191319944440748, -0.2774947013032606] User Vector: [1.370352994170808, -0.0910552287323757] Predicted: 3.028149190549778 Movie Vector: [2.286683197326967, -0.15846182860572058] User Vector: [1.501318986167777, -0.644543783294887] Predicted: 3.5351764860151693 Movie Vector: [1.9209302831400068, 0.014142835056000178] User Vector: [2.13468091508008, 0.14803061542319054] Predicted: 4.102666787195515 Movie Vector: [1.7593095363028477, -0.6891769902406815] User Vector: [2.0430154306634325, 0.023996660415826484] Predicted: 3.577758583778839 Movie Vector: [2.079962919222832, -0.13215320516530418] User Vector: [2.018666667643388, -0.7191453661431408] Predicted: 4.293789180084961 Movie Vector: [1.7896075841134964, -0.9357445146804716] User Vector: [1.8608961619613273, -0.1217738343481175] Predicted: 3.444223082216548 Movie Vector: [1.7992203160391376, -0.33936393583090924] User Vector: [1.7926631078466169, -0.3405417197604789] Predicted: 3.3409634617840354 Movie Vector: [1.7067084057508575, -0.17057586108826542] User Vector: [1.956819514589498, -0.9269560976854494] Predicted: 3.4978366486409227 Movie Vector: [2.044551784136439, -0.0006065577599846592] User Vector: [1.7040219101330738, -0.4262776703222432] Predicted: 3.484219598599001 Movie Vector: [1.9266380633230564, -0.08221657602665894] User Vector: [2.0272806533608385, -0.3937642074765444] Predicted: 3.9382100167039984 Movie Vector: [1.596683624837836, 0.05546920815213584] User Vector: [2.0961860138087176, 0.48600031591103093] Predicted: 3.37390393554775 Movie Vector: [1.9884045226391414, -0.5982222761211807] User Vector: [1.652140157514477, -0.06960145056810306] Predicted: 3.326760099415716 Movie Vector: [1.3399154632405665, -0.6535263014551522] User Vector: [1.6978638545914735, -0.5161291861330533] Predicted: 2.61229803133094 Movie Vector: [1.9762257463051853, 0.15676834817368754] User Vector: [2.235965486755609, -0.052074194176829375] Predicted: 4.410608977372663 Movie Vector: [1.305122764091648, 0.00016312206745633384] User Vector: [2.087678480056927, -0.3963415999847351] Predicted: 2.7246120563653387 Movie Vector: [2.0769474407070305, 0.21299129709195092] User Vector: [1.8252966641677462, -0.37060284506541397] Predicted: 3.7121100544978307 Movie Vector: [1.7306312471930794, -0.24461154980056088] User Vector: [1.9830603985655926, -0.915142224872608] Predicted: 3.6558006487427988 Movie Vector: [2.0399146909152326, 0.6095377078839893] User Vector: [1.9485618179678141, 0.02589043537506757] Predicted: 3.9906810752636743 Movie Vector: [1.3403064304300303, -2.0718764341859806] User Vector: [1.548200416677947, -0.3597326212033977] Predicted: 2.820384514547176 Movie Vector: [2.1220531716802755, -0.14714776097768184] User Vector: [2.128457069604894, -0.6804839408153457] Predicted: 4.616830763612618 Movie Vector: [1.9797091764741763, -0.27065763662432757] User Vector: [1.7845873583010388, -0.08187372156315986] Predicted: 3.5551237174282986 Movie Vector: [1.8229178769053642, 0.2772621836730093] User Vector: [2.1413254260328816, -0.2563134722722337] Predicted: 3.832394366360324 Movie Vector: [1.359350412926197, -0.6594342809063048] User Vector: [1.9748150699583888, -0.7128186322252891] Predicted: 3.154522722958912 Movie Vector: [1.4465437075921763, -0.29035033281444] User Vector: [1.3748388363945372, -1.2860399935010316] Predicted: 2.362166607865572 Movie Vector: [1.3739400953157714, -0.7962714317191746] User Vector: [1.7226013786702525, -0.30595207409928404] Predicted: 2.610371998481774 Movie Vector: [2.418436903562927, -0.2238435825658275] User Vector: [1.5130915082680425, -0.2520276214330164] Predicted: 3.715731107750234 Movie Vector: [2.073571300482872, -1.0789330528407264] User Vector: [2.0027155343395284, 0.04548564542106087] Predicted: 4.10369748876309 Movie Vector: [2.422193955796382, 0.2068124639103567] User Vector: [1.291806885711526, -0.30629025094375983] Predicted: 3.065662189157205 Movie Vector: [1.767311066797365, -0.41463783662083636] User Vector: [1.8226755787216211, -0.11419519873361922] Predicted: 3.2685843716114076 Movie Vector: [1.8792792372669291, -0.40190127273236703] User Vector: [1.9483987253704491, -0.11734448044973056] Predicted: 3.7087461665468995 Movie Vector: [1.7599025087750308, -0.2660569724737057] User Vector: [2.250629355387465, -0.7627223260359774] Predicted: 4.163815841772365 Movie Vector: [1.428115245435841, -0.6016081942049418] User Vector: [1.7614492337882597, -1.4761550712917741] Predicted: 3.4036194916406055 Movie Vector: [1.5219639269671932, -0.7428179236075064] User Vector: [2.003809021971668, -0.10626763450934995] Predicted: 3.128662551585207 Movie Vector: [1.3596756649288204, -0.101241576060552] User Vector: [1.6320932776255819, -0.3985432286704659] Predicted: 2.25946665708028 Movie Vector: [2.1360514939109096, 0.3358743086075646] User Vector: [1.8226521655615906, -0.3244470296573252] Predicted: 3.784305459361858 Movie Vector: [1.7314877391302468, -0.20760228823530225] User Vector: [1.2440988841461176, -1.3453920701494049] Predicted: 2.4334484365012705 Movie Vector: [2.159406804257469, -0.253318310469907] User Vector: [1.7998083914816212, 0.07646975274106295] Predicted: 3.8671472983586854 Movie Vector: [2.25718939033551, -0.24489698190363432] User Vector: [2.0588835435489785, 0.991653459999613] Predicted: 4.404437150986931 Movie Vector:
avg loss: 1.0184792642881295: 2%|▊ | 1295/70000 [00:01<01:34, 728.00it/s]
[2.0679108752668167, 0.1927068878771377] User Vector: [1.894127177121878, 0.11142932217479593] Predicted: 3.9383593866033313 Movie Vector: [1.8989167081574665, -0.39621199117932354] User Vector: [2.312023806243307, -0.013543188170891026] Predicted: 4.395706608885342 Movie Vector: [1.2921246231082995, -0.7055201895346953] User Vector: [1.6617810658858687, -0.39437151994486686] Predicted: 2.425465302944875 Movie Vector: [1.795859577152448, -0.33016871304053597] User Vector: [1.3707935133953082, 0.13420546214142823] Predicted: 2.417442214611171 Movie Vector: [2.0114763844881782, 0.11454382562654111] User Vector: [1.7981683381893594, -0.6025740354284777] Predicted: 3.5479520123610477 Movie Vector: [1.202895105879328, -1.037025683332847] User Vector: [1.645284122659958, -0.22217014855023345] Predicted: 2.2095003690450934 Movie Vector: [1.9135162369768528, 0.21614067832846823] User Vector: [2.1588564815549462, -0.22521866577198524] Predicted: 4.08232801556592 Movie Vector: [2.1102466431378315, -0.537146150718836] User Vector: [1.7286562593548485, -0.08015867807191827] Predicted: 3.690947993815811 Movie Vector: [2.1105407274429746, -0.8746471569246453] User Vector: [1.9606503114100846, 0.03474576216900252] Predicted: 4.107642052408437 Movie Vector: [2.211508003647223, -0.14856798601431948] User Vector: [1.89151106583376, -0.7766465943361902] Predicted: 4.2984766814440585 Movie Vector: [2.1383665215318595, -0.6592144662222533] User Vector: [2.0037054030029835, -0.371964621514746] Predicted: 4.529861012219488 Movie Vector: [2.0507439867242927, -0.26723497940006435] User Vector: [1.4936962761404027, -0.3898995628204048] Predicted: 3.1673834579258044 Movie Vector: [2.1311731302680674, -0.20575061071052025] User Vector: [2.1882970203454875, 0.3098432806509722] Predicted: 4.5998893665874885 Movie Vector: [1.3089591391414952, -0.5101717378349504] User Vector: [1.813695130626462, 0.035948285448652785] Predicted: 2.355713017590409 Movie Vector: [1.7485217361317964, -0.22063501712834246] User Vector: [1.954560652311308, -0.43354266001224273] Predicted: 3.5132464773719327 Movie Vector: [1.3985154139784053, -0.6112076744600473] User Vector: [2.043675623199005, -0.5852611569530743] Predicted: 3.2158279709088173 Movie Vector: [1.303244524307555, -0.7809005181102883] User Vector: [1.86983572505599, -0.6463214706402848] Predicted: 2.9415659413226676 Movie Vector: [2.141791762167267, 0.009225763482516048] User Vector: [2.137603141631511, 0.16168895548191559] Predicted: 4.579792503590251 Movie Vector: [1.7490218676822948, -0.4738883063738716] User Vector: [1.8385944799358618, 0.026243670592250565] Predicted: 3.2033053825977835 Movie Vector: [1.8821483374447165, 0.3576187173251951] User Vector: [2.02425156253531, -0.45234506257148077] Predicted: 3.648174651930505 Movie Vector: [2.113327947097376, -0.2552760959932439] User Vector: [1.713201474001096, -0.5236099100748873] Predicted: 3.7542216476822254 Movie Vector: [1.9138194467612435, -0.518021913930556] User Vector: [1.8544582138486094, 0.10669446148495884] Predicted: 3.4938281237253612 Movie Vector: [1.7257205980159371, -0.9600022415834384] User Vector: [2.0214197653962542, -0.4078230039424847] Predicted: 3.8799167243349357 Movie Vector: [2.3991402988873975, -0.2294508471371512] User Vector: [1.600213876893148, -0.6513969692729115] Predicted: 3.9886011853154306 Movie Vector: [1.5399625711722054, -0.8569839601687298] User Vector: [1.5498431418178724, -0.5175848312945437] Predicted: 2.8302623280335215 Movie Vector: [1.0928801748490398, -0.1849073506776156] User Vector: [1.7803624047220148, -0.3548873359054207] Predicted: 2.011344053238561 Movie Vector: [2.116824404131461, -0.0012646584568821312] User Vector: [1.9156017226456705, -0.6698552784904634] Predicted: 4.0558396132354515 Movie Vector: [1.4092550275066829, -1.297786790520102] User Vector: [1.5302322308170677, -1.0966758073659169] Predicted: 3.5797388408141746 Movie Vector: [1.1700407951563168, -0.8623156031715798] User Vector: [1.4110564040783153, -0.6414739673995267] Predicted: 2.204146568155194 Movie Vector: [1.3932264281640112, -0.762166435540649] User Vector: [1.7909317532185292, -0.5329992158124776] Predicted: 2.901407562083919
avg loss: 1.0080472318643494: 2%|▉ | 1369/70000 [00:02<01:36, 708.82it/s]
Movie Vector: [2.0946698259112697, -0.40009205526988934] User Vector: [1.7568986412516157, -0.41652762759757195] Predicted: 3.8467719656164716 Movie Vector: [2.0205559075846637, -0.6444415785910437] User Vector: [1.491760593948623, -0.2889497777770105] Predicted: 3.2003969317290446 Movie Vector: [1.7414524948583798, -0.33364913767013604] User Vector: [1.9830750019619943, -0.29542253230917886] Predicted: 3.551998382811287 Movie Vector: [2.0432817040086806, 0.15426531338306387] User Vector: [1.7795551640094855, -1.0678363454577053] Predicted: 3.4714023994208905 Movie Vector: [2.0390738152154433, 0.7223587684801055] User Vector: [1.7694337492496806, -0.6148865502048317] Predicted: 3.1638373346925697 Movie Vector: [2.021244230586881, -0.5996057491267847] User Vector: [2.1569741079182037, -0.10549383548549326] Predicted: 4.42302618140949 Movie Vector: [1.7099359167142767, -0.5682208407379467] User Vector: [1.9239452281832532, -0.4247038499154877] Predicted: 3.5311486261252107 Movie Vector: [2.2001896093101245, -0.3655841929039227] User Vector: [2.0565829344857125, -0.20213857451424191] Predicted: 4.598771070758528 Movie Vector: [2.1515121705759377, -0.3134248620286376] User Vector: [2.0521699031123517, -0.21879497122479413] Predicted: 4.483844306304558 Movie Vector: [2.2947860487741787, -0.19624389025463393] User Vector: [1.6643232031253328, 0.20004846018937267] Predicted: 3.7800073791161553 Movie Vector: [2.0705008998052405, -0.0070979816721075195] User Vector: [2.116266579926852, -0.17288142686911834] Predicted: 4.382958967165671 Movie Vector: [1.806269538646748, 0.11011260344092706] User Vector: [1.5157362614072127, -0.3095487850789912] Predicted: 2.7037430149851294 Movie Vector: [1.3428972197788929, -0.7907578913992165] User Vector: [1.8967456699790548, -0.393933688095898] Predicted: 2.8586406593923552 Movie Vector: [1.961658098159726, 0.059283542338339594] User Vector: [1.6978417030412114, -0.2916025239047337] Predicted: 3.31329769559222 Movie Vector: [1.2369815324347706, -0.4840616470234763] User Vector: [2.182090320300276, 0.13905605743643212] Predicted: 2.631893724124845 Movie Vector: [2.0706689652449253, -0.49088449125886735] User Vector: [2.4300592624358153, 0.22749824747330696] Predicted: 4.920172936958598 Movie Vector: [2.0307341757918635, 0.33257413897342797] User Vector: [2.3422464383468062, -0.7080731731537788] Predicted: 4.520993064585828 Movie Vector: [2.2283811919876713, -0.009960914008144686] User Vector: [1.9221854851515263, -0.6949953638546816] Predicted: 4.290284771678774 Movie Vector: [1.4672470568087415, -0.7032533613800138] User Vector: [1.8111986188949254, -0.17175041413354344] Predicted: 2.7782598989274603 Movie Vector: [1.9629362009529012, 0.054907697578657225] User Vector: [2.2167297277554163, -0.1373782541610849] Predicted: 4.343755906706216 Movie Vector: [2.0740310092732632, -0.637627430840944] User Vector: [2.726893768683231, 0.7859538965817978] Predicted: 5.154516471406173 Movie Vector: [1.8192871605543255, -0.5085995965655489] User Vector: [1.8228853126090274, -0.2910469327326462] Predicted: 3.464378196962126 Movie Vector: [2.1490580078303267, 0.35045404171796646] User Vector: [1.8737155073823957, 0.025429133540122627] Predicted: 4.035635058162523 Movie Vector: [1.983041662726586, -0.03871539388751613] User Vector: [2.084957310814631, -0.22357132753637043] Predicted: 4.143212864359323 Movie Vector: [2.1459925141693206, -0.3890254910894073] User Vector: [1.838524588267458, -0.37057442653442885] Predicted: 4.089622901805929 Movie Vector: [1.717988002432485, 1.8628469761947752] User Vector: [2.1425507719009422, 0.5669143042085535] Predicted: 4.736951118084747 Movie Vector: [2.3618153560744886, 0.3204765753976358] User Vector: [1.9073315374542084, -0.2845723529329885] Predicted: 4.4135661411637015 Movie Vector: [1.9949214419864096, -0.2047720566124618] User Vector: [1.8646373173424529, 0.3790840506429423] Predicted: 3.642179145215339 Movie Vector: [1.1856077139429086, -1.5247749610971042] User Vector: [1.8316976904569364, -0.672086292247425] Predicted: 3.1964552615326185 Movie Vector: [1.7162735266612494, -0.5507012502892484] User Vector: [2.3822458113042813, -0.08765585743573813] Predicted: 4.136857610226225 Movie Vector: [1.692642517296655, -0.25386479354052816] User Vector: [1.8346983915621726, -0.6729627626638183] Predicted: 3.276330056778034 Movie Vector: [1.5622090830144875, -0.621254062362892] User Vector: [1.851796960192259, -0.4862226537109855] Predicted: 3.19496182994178 Movie Vector: [1.9997263845845241, -0.4990860328379227] User Vector: [2.150864901701365, 0.06500153578442475] Predicted: 4.268699934985998 Movie Vector: [2.2037814496530794, -0.23773891337519776] User Vector: [1.966814182481624, 0.35401898277224103] Predicted: 4.250264521989124 Movie Vector: [1.787143101749154, -0.5978864630287268] User Vector: [2.1202283073352053, -0.4712542250633616] Predicted: 4.070907915397874 Movie Vector: [2.0869848339202623, -0.14281006086449854] User Vector: [2.425983064103479, -0.10168984410894116] Predicted: 5.077512194957867 Movie Vector: [1.334575245922419, -2.42759744496824] User Vector: [1.6567004206557803, -0.2982106842596555] Predicted: 2.9349268664874333 Movie Vector: [2.0396454943698923, -0.35919681389636005] User Vector: [1.6627295264829687, -0.18247737740711803] Predicted: 3.456924079619572 Movie Vector: [1.779264715942441, -0.4941274816316435] User Vector: [1.4891480746253105, -0.1798409944015966] Predicted: 2.7384530036522277 Movie Vector: [1.4848664624169712, -0.5192181337299739] User Vector: [1.5616527008862127, -0.40236831108716775] Predicted: 2.52776264504358 Movie Vector: [1.908023397543913, 0.5489928069617782] User Vector: [2.1159514777758672, -0.47067075353092075] Predicted: 3.7788900695282184 Movie Vector: [1.680286300039168, -0.7209429035084135] User Vector: [1.7432322536304439, 0.1021454812381085] Predicted: 2.855488213737573 Movie Vector: [1.9483403824599288, -0.4509078862251995] User Vector: [1.6949784839808941, -0.6155910355017721] Predicted: 3.579969880337971 Movie Vector: [2.0479565818519814, -0.06921411590274894] User Vector: [1.7924383215646729, -0.2592233308869434] Predicted: 3.6887777718807957 Movie Vector: [1.9693601144951136, -0.4585419410122071] User Vector: [1.9281464900413268, -0.09722410236886304] Predicted: 3.841796121004527 Movie Vector: [1.9857733210625188, 0.40925748593275885] User Vector: [1.6931112111176692, -0.434355698014644] Predicted: 3.1843717516592753 Movie Vector: [1.848114206770905, -0.513202202842007] User Vector: [1.5172707886045298, -0.5758459605385808] Predicted: 3.099615115384597 Movie Vector: [1.3542464416273507, -0.6181190643014829] User Vector: [2.2547621637829, -0.1363144022159412] Predicted: 3.137762167767512 Movie Vector: [1.234053291107124, -0.779253032462009] User Vector: [1.6903554349456495, -0.2847113131356843] Predicted: 2.3078508417727157 Movie Vector: [1.5323369961680358, 0.16223492042500062] User Vector: [1.515051941036022, 0.12282329111817997] Predicted: 2.341496367226584 Movie Vector: [1.7308273809599495, -0.6563914864042111] User Vector: [1.8948298270763766, -0.7532786630677446] Predicted: 3.774069048291013 Movie Vector: [1.8385082609622256, -0.39944579533464186] User Vector: [1.9349043309707499, 0.03540739864807844] Predicted: 3.5431942601475996 Movie Vector: [1.8434101694821932, 0.3662752594937807] User Vector: [1.7191448330105397, -0.34207542623686804] Predicted: 3.043795302473041 Movie Vector: [1.6514484920795818, 0.05712824961762617] User Vector: [1.7743653719882944, -0.3021643757289955] Predicted: 2.9130108960860945 Movie Vector: [2.0026736904942393, -0.5811386195782688] User Vector: [2.0731063140205817, 0.2511444299891419] Predicted: 4.005805745327846 Movie Vector: [2.3516125138385613, -0.18633717534862615] User Vector: [1.8717706737661004, -1.060874185280049] Predicted: 4.599359638549756 Movie Vector: [1.6422043102691684, -0.4091010505914386] User Vector: [2.262121377077427, -0.9042626020629716] Predicted: 4.084800256303087 Movie Vector: [2.163832479671484, -0.36201070299726734] User Vector: [1.9510908924685717, -0.5264982329682473] Predicted: 4.412431839358373 Movie Vector: [2.240042889447552, -0.5442303140196284] User Vector: [1.850197360415038, -0.1186815125234312] Predicted: 4.209111518101286 Movie Vector: [1.9438800723870078, -0.27099591309381993] User Vector: [2.2107009202226706, -0.21936259205561875] Predicted: 4.356783830761209 Movie Vector: [2.0450805531733067, -0.3859867801525845] User Vector: [1.8296677138610369, 0.18289740194973864] Predicted: 3.671221881109416 Movie Vector: [1.778138550643642, -0.12901016641508337] User Vector: [2.152463602743783, -0.6821486057951713] Predicted: 3.9153826160494747 Movie Vector: [1.5302620901262791, 0.3025674860959373] User Vector: [1.97442302365703, -0.675177829839691] Predicted: 2.8170978443325487 Movie Vector: [1.3040315662232027, -1.0885849483992587] User Vector: [2.174553923115793, -1.1517407172675893] Predicted: 4.089454567473561 Movie Vector: [2.320227746757307, 0.3406788026575817] User Vector: [1.479805734049243, -0.2851368623528584] Predicted: 3.3363462390917062 Movie Vector: [0.8837652779179105, -1.2091748745303252] User Vector: [1.7226555841739588, -0.6151705361735307] Predicted: 2.2662719469967207 Movie Vector: [1.8051111809279512, -0.03188911654959545] User Vector: [1.2871111156186845, -0.30669118654205624] Predicted: 2.3331587768923097 Movie Vector: [2.0488806739239678, -0.00901927600807784] User Vector: [2.0649478044008194, 0.015405058421256267] Predicted: 4.230692706624746 Movie Vector: [1.4981501480397261, -0.7834392726787126] User Vector: [1.730619170253395, 0.458664518290009] Predicted: 2.233391569502855 Movie Vector: [1.6201722148292834, -0.12958319454586692] User Vector: [1.7290696926578233, -0.7835992508707468] Predicted: 2.9029319677191934 Movie Vector: [1.8027472870976915, -0.34501712198279805] User Vector: [1.9584829736867426, -0.3938842553405714] Predicted: 3.666546679812736 Movie Vector: [1.9943044080541168, -0.598288169469316] User Vector: [1.8919358308143344, -0.3114472613414868] Predicted: 3.9594311790227845 Movie Vector: [1.7049944777186947, 1.0143116088679192] User Vector: [1.6378437429154016, -0.21575573647794052] Predicted: 2.5736709888474545 Movie Vector: [1.801245382530711, -0.28004216096563256] User Vector: [1.9222370500199095, -0.38344544089141874] Predicted: 3.56980150035747 Movie Vector: [2.017580847888925, 0.1613062588580438] User Vector: [2.098920787269248, -0.32829661864440934] Predicted: 4.181786082281104 Movie Vector: [1.1761285911312898, -0.16839172912420888] User Vector: [2.174211716601356, 0.08376960891069847] Predicted: 2.5430464537749646 Movie Vector: [1.9781647973023107, -0.17696551754858442] User Vector: [1.5338810963393439, -0.00314586438336517] Predicted: 3.034826297544704 Movie Vector: [1.881442826739786, -0.04871535249639827] User Vector: [1.8516554577716253, -0.29908990942158803] Predicted: 3.4983541489835877 Movie Vector: [1.6579915518216553, -0.08351902531280843] User Vector: [2.0974447389316166, -0.4224222143709793] Predicted: 3.5128259491761398 Movie Vector: [1.6004729978261911, -0.9389150930991856] User Vector: [1.8931280560652655, -0.018393373889465506] Predicted: 3.0471701515174807 Movie Vector: [2.0334291120538346, 0.11703156443976934] User Vector: [1.6546860210201408, 0.5794253130236457] Predicted: 3.432497777310038 Movie Vector: [1.2060644480989098, -1.060279254433604] User Vector: [1.7775525011415465, -0.24241109719341492] Predicted: 2.4008663336547817 Movie Vector: [1.4605329021372047, -0.5129484595911906] User Vector: [2.331198496742871, 0.19963378345613367] Predicted: 3.302390264199569 Movie Vector: [2.0472726403709096, 0.2673913239771995] User Vector: [1.9152254937614508, 0.1250793374386059] Predicted: 3.954433883158584 Movie Vector: [1.688502187103638, -0.5409829459128938] User Vector: [1.7754263919377742, 0.07867621661744985] Predicted: 2.9552488543894637 Movie Vector: [2.0805674995846806, -0.3069791444839688] User Vector: [1.7959942968503702, -0.4644039804542619] Predicted: 3.8792497000811204 Movie Vector: [2.2107545577184915, -0.39845584396604916] User Vector: [1.715573755520941, -0.3006356276879875] Predicted: 3.9125025218768292 Movie Vector: [2.424908620240253, 0.10097609730137301] User Vector: [1.6755990744962903, -0.28255112147551126] Predicted: 4.034643730277922 Movie Vector: [1.5387574976924203, 0.3621688736813683] User Vector: [1.7296479118871464, -0.39135188100268303] Predicted: 2.519773222828559 Movie Vector: [2.21340262594199, 0.010230117947625211] User Vector: [1.932042390714776, -0.5620492954573234] Predicted: 4.270637870454418 Movie Vector: [1.9313005438141033, -0.17686940280653995] User Vector: [1.5867012579679505, 0.03195552497706988] Predicted: 3.058745047764961 Movie Vector: [1.7640104091115647, -0.6480205524400221] User Vector: [1.86193842139223, -1.2757716915912556] Predicted: 4.111205032832956
avg loss: 1.0056545810233894: 2%|▉ | 1441/70000 [00:02<01:42, 670.29it/s]
Movie Vector: [1.9848669654325028, 0.21951153853574282] User Vector: [1.8112563406297433, -0.2598593172961143] Predicted: 3.5380607579036205 Movie Vector: [1.6776741180640697, -0.2483744222912033] User Vector: [1.8939564974384675, -0.9252538116906092] Predicted: 3.4072511774431846 Movie Vector: [1.7964744700415571, -0.6824834361617895] User Vector: [1.7198947572521028, -1.1208285753432798] Predicted: 3.854693960010329 Movie Vector: [2.16617919190695, -0.6643775652456329] User Vector: [1.6698414561016883, -0.6866085494127502] Predicted: 4.073343132326759 Movie Vector: [1.4852037587826818, 0.16414368169614696] User Vector: [2.1410655162463397, -0.06723444821928182] Predicted: 3.1688824426615247 Movie Vector: [1.3054940983573768, -0.8841026173769722] User Vector: [1.7567228009341476, -0.7280601099746589] Predicted: 2.937071097905733 Movie Vector: [1.679764804634746, -0.5615606784481354] User Vector: [2.150550888950516, 0.31348741893151544] Predicted: 3.436377486174906 Movie Vector: [2.197964742059557, 0.014721143507506118] User Vector: [1.5733329910384624, -0.25574088992985533] Predicted: 3.454365643480251 Movie Vector: [1.543528780500046, -0.11523340272597056] User Vector: [2.132339171647358, 0.05247809915771235] Predicted: 3.2852796512907907 Movie Vector: [1.2566752262127214, -0.17588182474006026] User Vector: [1.9481940468794798, -0.37094524634671744] Predicted: 2.513489721374659 Movie Vector: [1.8155044073736388, -0.03553571752059122] User Vector: [2.2120076531167436, -0.05397470074213799] Predicted: 4.017827673096498 Movie Vector: [1.4284708106583603, -0.5409939047482916] User Vector: [1.6745617806467812, -1.1036065072532577] Predicted: 2.9891070179625783 Movie Vector: [2.050897679677016, -0.2239539996132987] User Vector: [1.9269355707660307, -0.2576166907819184] Predicted: 4.0096419792389115 Movie Vector: [1.6446232019137197, 1.4236577224615812] User Vector: [1.6201394971258323, -0.21482778400091734] Predicted: 2.3586777736177553 Movie Vector: [1.853057097985455, -0.3038009483339105] User Vector: [1.649483709061066, -0.6123575970722291] Predicted: 3.242622313797001 Movie Vector: [1.513607876136825, -0.4030727739239224] User Vector: [1.6601020875830323, -1.4334615465141267] Predicted: 3.090532916823588 Movie Vector: [2.2326046641154216, -0.25673812216418046] User Vector: [1.8208043414738542, -0.17635444905783776] Predicted: 4.1104131753025435 Movie Vector: [1.498867833462251, -0.4862600737412869] User Vector: [1.804171682305285, -0.7188978605362171] Predicted: 3.0537862273276613 Movie Vector: [2.2473179930693874, -0.22990250312813829] User Vector: [1.6293840158946988, 0.13738962816443107] Predicted: 3.630157797120966 Movie Vector: [2.076897895455839, -0.2853141772984502] User Vector: [1.8192289530645223, 0.32434886466647206] Predicted: 3.685811454492035 Movie Vector: [1.682677869355453, 0.07535554004802383] User Vector: [1.827509517053437, 0.06198918910121501] Predicted: 3.079781049204151 Movie Vector: [2.257794908880181, -0.28985140404590026] User Vector: [1.8608400969426673, -0.12314917043002656] Predicted: 4.237090257073488 Movie Vector: [1.654133042907905, -0.5522038592391506] User Vector: [1.7069450178428294, -0.20436665779539467] Predicted: 2.9363662135752713 Movie Vector: [1.5845630045776082, 0.7096371223742031] User Vector: [1.9375063607719527, -0.6824770905063833] Predicted: 2.5857898218197644 Movie Vector: [1.81943685181504, -0.32786041568487434] User Vector: [1.9101011033970354, -0.6947503721148005] Predicted: 3.7030894840119157 Movie Vector: [1.8138355769350047, -0.35391283547989105] User Vector: [1.1347247551977144, -0.5563179858031354] Predicted: 2.255092206790528 Movie Vector: [1.7655114218414028, -0.36522126965471885] User Vector: [2.1328322642998856, -0.20850693906913018] Predicted: 3.8416908925119566 Movie Vector: [1.5230276936495626, -0.08555814781358873] User Vector: [1.3183564452266119, -0.40306221948284254] Predicted: 2.0423786331341085 Movie Vector: [1.8459709455925457, -0.4392563853043937] User Vector: [2.0155961302718404, 0.3487564975735398] Predicted: 3.5675383760550115 Movie Vector: [2.1217717069581776, 0.19211228058972812] User Vector: [2.1318909716378074, 0.2340862167903532] Predicted: 4.568356782902894 Movie Vector: [2.0646035903203206, -0.00885236760205998] User Vector: [1.8888956118547269, 0.008061845447129144] Predicted: 3.8997492955561186 Movie Vector: [2.1181425550608353, -0.21282962248921977] User Vector: [2.06399101734863, -0.5325883364485714] Predicted: 4.485177781697951 Movie Vector: [1.8250866884284722, -0.5810790784304295] User Vector: [2.003034915672135, 0.36937676405722664] Predicted: 3.441075251398673 Movie Vector: [1.5305200165026815, -0.6780150909756678] User Vector: [2.029391490061169, 0.03622626258492294] Predicted: 3.0814623441365967 Movie Vector: [1.7675380588966187, -0.46746230360409147] User Vector: [2.048533326718399, -0.6667497663892136] Predicted: 3.9325410016166633 Movie Vector: [1.332894856701212, -0.8936354348602555] User Vector: [0.8415581019263586, -0.06454847033082659] Predicted: 1.1793912660265302 Movie Vector: [1.9853682171816351, -0.3494416541221888] User Vector: [1.8381630228404802, -0.5010887750719056] Predicted: 3.8245317339691978 Movie Vector: [2.018521503942619, -0.18643825015671878] User Vector: [2.242322869524226, -0.27541987374654203] Predicted: 4.577525730236659
avg loss: 0.9958103044564466: 2%|▉ | 1515/70000 [00:02<01:39, 687.97it/s]
Movie Vector: [2.0354756216905368, 0.10650157679971987] User Vector: [1.484647535054798, 0.2750712729828744] Predicted: 3.0512593887119706 Movie Vector: [1.6276583971418381, -0.7964690307594544] User Vector: [1.7662775920723885, -0.00949041838268779] Predicted: 2.8824553787508504 Movie Vector: [1.8398565398189402, -0.24879364058208409] User Vector: [2.396120052531354, -0.5465052804782677] Predicted: 4.544484187168636 Movie Vector: [1.365180285062452, 0.0011370055973350373] User Vector: [1.7937612281152486, -0.49930163001316435] Predicted: 2.4482397559842655 Movie Vector: [1.5632812336116813, 0.3566201084585407] User Vector: [1.693030560072548, -0.40231674982958177] Predicted: 2.5032086595335756 Movie Vector: [1.1751517935639895, -0.4033959749919193] User Vector: [1.7030528464256391, -0.8158089082132054] Predicted: 2.3304396369471068 Movie Vector: [1.6594460403453912, -1.1338679139568684] User Vector: [1.6905270157159369, 0.008139847391597925] Predicted: 2.7961088505448837 Movie Vector: [2.0676456345761824, -0.025339849801169937] User Vector: [1.6088973777086812, -0.553590390963022] Predicted: 3.340657536858796 Movie Vector: [1.7881716163592545, -0.5659635903111269] User Vector: [1.6456288475260457, -0.34178704564284934] Predicted: 3.136105819681926 Movie Vector: [1.5914631363371712, -0.3561279563713644] User Vector: [2.1214093162870262, 0.10482811644152892] Predicted: 3.3388125010744636 Movie Vector: [1.8889486320399123, -0.3489029048123994] User Vector: [1.630796146609275, -0.6622339417132718] Predicted: 3.311545496202676 Movie Vector: [1.9985943615839548, -0.3082135932587304] User Vector: [1.906981807530137, 0.4321590091237271] Predicted: 3.6780858071117537 Movie Vector: [1.4170025614493595, 0.32718554316686627] User Vector: [1.6089656562152714, -0.23293548630389216] Predicted: 2.203695332531912 Movie Vector: [1.4157286917471867, -0.24352838093703844] User Vector: [1.5575605408861006, -0.5218795377630641] Predicted: 2.332175625741329 Movie Vector: [1.610120446504509, -1.1139927630518738] User Vector: [2.0620349789032217, -0.7219008293692522] Predicted: 4.1243169804980635 Movie Vector: [1.7689073879618602, -0.2735914182828459] User Vector: [1.6267859520418315, -0.08265924687906993] Predicted: 2.9002485497872006 Movie Vector: [1.4674413932203743, -0.6697401051831323] User Vector: [1.9612223647111577, -0.16224981216796125] Predicted: 2.986644085554012 Movie Vector: [2.1281328252573726, 0.2753655736060713] User Vector: [2.285439500039637, 0.12093555173198156] Predicted: 4.897020307746193 Movie Vector: [2.009807013353206, -0.13957500095898676] User Vector: [1.8707300363966588, -0.6722508776853299] Predicted: 3.853635764138113 Movie Vector: [1.9289497782421199, -0.40693412973057125] User Vector: [1.8795212119571092, -0.29981142485561063] Predicted: 3.7475055262629264 Movie Vector: [1.5076085574690574, -0.3602715780148892] User Vector: [1.6403722581328957, 0.027040309798568227] Predicted: 2.463297398714854 Movie Vector: [1.3891570395885187, -0.223247596575607] User Vector: [1.6362097005115683, -0.6101813789784025] Predicted: 2.4091737500407846 Movie Vector: [1.9214387144289946, -0.4561255711306906] User Vector: [2.233774120464328, 0.0027837332145806675] Predicted: 4.2907903424473615 Movie Vector: [1.5553982724396362, 0.1720326571548703] User Vector: [1.635338609082321, -0.24222246866869035] Predicted: 2.501932672512792 Movie Vector: [1.7708999419770601, -0.5224902615247442] User Vector: [1.8834940327654603, -0.6927490159335691] Predicted: 3.6974340878446323 Movie Vector: [2.0786466155371484, -0.9426149060525053] User Vector: [2.0570325328101355, -0.047112225250232995] Predicted: 4.320252398153769 Movie Vector: [2.066305774439091, -0.3621226643792446] User Vector: [1.5576509081866883, -0.6487234704776004] Predicted: 3.4535005377211467 Movie Vector: [1.8725371781593116, -0.4600588267991774] User Vector: [1.8147761768119877, -0.127581007433424] Predicted: 3.456930629719942 Movie Vector: [1.2527133722708277, -0.2867403204126389] User Vector: [1.887811765463263, -0.17682775486010371] Predicted: 2.4155906900124626 Movie Vector: [1.9429611823948205, -0.4091691558726145] User Vector: [2.007886545850859, -0.18796922766729146] Predicted: 3.9781568274556895 Movie Vector: [1.8849742396698248, -0.40374068140958846] User Vector: [1.9868355047941115, 0.1896372583584631] Predicted: 3.6685694690880006 Movie Vector: [1.84575573742078, -0.40748396525240704] User Vector: [1.4063840831445171, -0.408007291518016] Predicted: 2.7620979194809117 Movie Vector: [1.6027740356349043, -0.45210573373964336] User Vector: [2.056125198144719, -0.717812034018266] Predicted: 3.620031017928002 Movie Vector: [1.8470664318647396, -0.15085446520622248] User Vector: [1.9081307698695544, -0.3421168717350085] Predicted: 3.576054150357887 Movie Vector: [2.0615908611086144, -0.641212969462341] User Vector: [1.9197576909461338, 0.32537914218483294] Predicted: 3.7491175852360796 Movie Vector: [1.6337881684465272, -0.7965019667455829] User Vector: [2.3738040612590625, 0.2408344234984541] Predicted: 3.6864678975188143 Movie Vector: [2.1644524839792996, -0.35538664299155953] User Vector: [1.8784929842089555, -0.28848547880868014] Predicted: 4.16843269167439 Movie Vector: [1.795380777529953, -0.6540018072503154] User Vector: [2.440573565909049, -0.569954528837181] Predicted: 4.754510158290857 Movie Vector: [1.7815587287935561, -0.5645901340134651] User Vector: [1.4734427633267866, 0.002260915120509695] Predicted: 2.623748326011653 Movie Vector: [1.9048606520491156, 0.20184402639806945] User Vector: [1.8310067760587976, -0.10720314998800101] Predicted: 3.466174445913576 Movie Vector: [1.8651954945198541, -0.9736821977942414] User Vector: [1.3141377119957969, -0.379584099220111] Predicted: 2.820718019569575 Movie Vector: [2.062431294103836, -0.22334129719820134] User Vector: [1.8211104591239284, -0.5581704951758611] Predicted: 3.880577723367334 Movie Vector: [1.7898725899153998, -0.7652137446734673] User Vector: [2.1164868861717543, -0.47000253734796427] Predicted: 4.147894266084284 Movie Vector: [1.7926727884024158, 0.10946797884813002] User Vector: [1.3136531585782885, -0.13717630683308385] Predicted: 2.3399338577273125 Movie Vector: [1.1988217068651144, 0.02034416598954745] User Vector: [1.8720841299023585, -0.6476687086119031] Predicted: 2.2311188122904015 Movie Vector: [1.8868395021655442, -0.2647849090165106] User Vector: [2.1900792496373103, 0.08149778136989386] Predicted: 4.1107486584636765 Movie Vector: [1.6719211463185724, 0.28165041317726797] User Vector: [2.0841299448079127, -0.7957073195500958] Predicted: 3.2603896310806473 Movie Vector: [2.0666662552146917, -0.1671069556007287] User Vector: [1.7171960773765862, -1.1197530707615624] Predicted: 3.7359897133807594 Movie Vector: [1.8144100857772514, -0.8532580227380525] User Vector: [1.6604419470044374, -0.6140756764804064] Predicted: 3.536687613017671 Movie Vector: [1.7909021868484851, -0.8537237997573571] User Vector: [1.9682191721733866, -0.10202390226367015] Predicted: 3.611988253149047 Movie Vector: [1.9492631849446962, -0.4517911519764837] User Vector: [1.703377196451951, -0.4154074663757639] Predicted: 3.5080078768916363 Movie Vector: [1.7139347005829761, -0.36565527466697495] User Vector: [2.0300841526101876, -0.7390568607308154] Predicted: 3.7496717136672255 Movie Vector: [1.4992280542103158, -0.44642093682981276] User Vector: [1.791672968363143, -0.4371569796701763] Predicted: 2.881282406546347 Movie Vector: [1.9626586878712255, -0.12263214839876066] User Vector: [1.9662448955483, -0.3734716080794515] Predicted: 3.9048672523950447 Movie Vector: [1.9693679400471742, -0.329142823423531] User Vector: [1.6491477319148748, -0.5540836756501912] Predicted: 3.430151337051058 Movie Vector: [1.7152719245689896, -0.7190995870643835] User Vector: [2.106352047784522, -0.3395067590728395] Predicted: 3.857105701078035 Movie Vector: [1.71556657231121, -0.1903848372281344] User Vector: [1.7824036363054034, -1.1019690504796336] Predicted: 3.2676302951175042 Movie Vector: [1.772512880862346, -0.49546296055382116] User Vector: [1.607902802594626, -0.11600648836642058] Predicted: 2.9075053469431196 Movie Vector: [2.0758108477633757, -0.638802828285969] User Vector: [1.6754425770731014, -0.6874607345564461] Predicted: 3.917053737863177 Movie Vector: [1.9572018316862563, -0.7362397199861179] User Vector: [1.8969292033846101, -0.250384535236862] Predicted: 3.8970163515551515 Movie Vector: [1.1927183759213733, -1.035651473507702] User Vector: [1.7206042758371527, -0.7036000357282661] Predicted: 2.7808807512419103 Movie Vector: [1.9945664769962632, 0.06718507447581408] User Vector: [2.1792219355203444, -0.19429345055098024] Predicted: 4.333549398578361 Movie Vector: [1.478449965511081, -0.5739322657929208] User Vector: [1.74924963231181, 0.13988484031859102] Predicted: 2.5058936352075367 Movie Vector: [1.801337416271451, -0.24000822751571516] User Vector: [1.7161561734957496, 0.0822987448826616] Predicted: 3.071623951597078 Movie Vector: [2.1100075167584125, 0.14384720532458556] User Vector: [1.877363129945321, -0.19388133192306511] Predicted: 3.9333610281079867 Movie Vector: [1.9488811499670506, -0.43981918027150624] User Vector: [1.5797694756959633, -0.07538735433474114] Predicted: 3.1119397568635367 Movie Vector: [2.3737531394961477, -0.19888594456233677] User Vector: [1.9025036767525674, -0.13138960981017744] Predicted: 4.542205622247145 Movie Vector: [1.8629335988468256, -0.8748992910436644] User Vector: [1.5815505209318665, -0.3166063580721127] Predicted: 3.223322281934882 Movie Vector: [2.1107747048976457, 0.025735543089369685] User Vector: [1.7949872854860804, -0.5352178003225725] Predicted: 3.7750396370545083 Movie Vector: [2.419689603027631, 0.20740625145435945] User Vector: [2.2034393794804474, 0.08399485468609058] Predicted: 5.349060415382389 Movie Vector: [1.937133180088757, -0.08687240549133293] User Vector: [1.6731187838376735, -0.282654403747177] Predicted: 3.2656087783779415 Movie Vector: [2.105200092516993, 0.006457958397528957] User Vector: [1.6066439502762018, -0.10580192770522916] Predicted: 3.381623728315829 Movie Vector: [2.2090842569323264, -0.09865141570477948] User Vector: [1.5142651248650096, -0.28500676410219067] Predicted: 3.3732555689250754 Movie Vector: [2.0385711381540506, 0.22078310824704894] User Vector: [1.6673990821504234, -0.715073758109126] Predicted: 3.2412354377151766 Movie Vector: [2.271519648981027, 0.6977433715563491] User Vector: [2.1086713998848117, -0.46666122827279805] Predicted: 4.46427873929299 Movie Vector: [1.7769823155927764, -0.5529350587914721] User Vector: [1.6560563059046638, -1.4323841575354483] Predicted: 3.734798187577325 Movie Vector: [2.0332287444980324, 0.10608528178357278] User Vector: [1.7061274269583797, -0.3465734710991091] Predicted: 3.432180981927985 Movie Vector: [1.9235042515219525, -0.13414957412822784] User Vector: [1.6061441236662972, 0.24136540247642796] Predicted: 3.057045984477622 Movie Vector: [1.5148556539741354, -0.5729927825949863] User Vector: [1.8971301882142009, -0.4157930688700115] Predicted: 3.112124819456834 Movie Vector: [2.1845050877386623, 0.36151463802593015] User Vector: [2.1273464848420938, -0.42883499200555525] Predicted: 4.492169092612771 Movie Vector: [1.690644318217464, -0.37551540135098976] User Vector: [2.1932101017940338, -0.2209969576528785] Predicted: 3.790925958505597 Movie Vector: [1.5637104026496074, -0.31802534485135686] User Vector: [2.2058796665296505, -0.3559082599570063] Predicted: 3.5625448286539347 Movie Vector: [1.4397201452945505, -0.51473077430976] User Vector: [1.7916246806301792, -0.6496953578123595] Predicted: 2.913856340102397 Movie Vector: [2.113587595591495, 0.12129978836325558] User Vector: [1.6194535228591627, -0.3698557854073164] Predicted: 3.3779934490572407 Movie Vector: [1.5992257853133163, -0.10885425415687018] User Vector: [1.5385156182620654, -0.39427789140019354] Predicted: 2.5033526736308658 Movie Vector: [1.0536642122849476, -0.9338683613900993] User Vector: [1.9934735168593016, -0.5633208105241432] Predicted: 2.6265191851135845 Movie Vector: [1.5339738915255245, -0.6938425202467693] User Vector: [1.9032062619453693, -0.37319335184498265] Predicted: 3.1784061317955468 Movie Vector: [1.411646239676588, -0.6215892392423601] User Vector: [1.9157500898116762, -0.5216073042700395] Predicted: 3.0285868978872106 Movie Vector: [2.2658378898443097, -0.40810859837284685] User Vector: [1.8815145324414808, -0.19359831508899833] Predicted: 4.342216054916924 Movie Vector: [1.4960760406427303, -0.5038382865044766] User Vector: [1.8682803404150432, -0.26842133040056754] Predicted: 2.930330397669064 Movie Vector: [2.188665488738198, 0.01401733191620448] User Vector: [2.062946032944867, -0.32130950014251003] Predicted: 4.510594885524477 Movie Vector: [1.8276939776915095, -1.5627075452012618] User Vector: [1.8362551256102884, -0.3223080902102206] Predicted: 3.859785719034011 Movie Vector: [2.120335387384586, -0.4326845033234692] User Vector: [2.058502327966991, 0.11890506028042472] Predicted: 4.31326695405188 Movie Vector: [1.6690014624801788, -0.3492972247545976] User Vector: [1.7555316091622475, -0.6424244473154676] Predicted: 3.1543818996837714 Movie Vector: [1.6617566093445257, 0.2710356135506083] User Vector: [1.9705385378949987, 0.47265388470111713] Predicted: 3.4026614749521578 Movie Vector: [1.8178404261993841, -0.1348549096864812] User Vector: [1.8713577092479503, -0.26945770569005356] Predicted: 3.438167390315956 Movie Vector: [1.8646042403409897, -0.39896825712761724] User Vector: [2.098292154924689, -0.9360544739871933] Predicted: 4.285940471609987
avg loss: 0.992269433321665: 2%|█ | 1590/70000 [00:02<01:37, 704.86it/s]
Movie Vector: [1.9407120604581967, -0.5894658882821014] User Vector: [2.098627263503246, -0.2528035864876879] Predicted: 4.221850331356998 Movie Vector: [1.9243527551456427, 0.3151041842996691] User Vector: [2.340416518397257, 1.2457175479135578] Predicted: 4.89631778716922 Movie Vector: [1.609158108036528, -0.47496365452329475] User Vector: [1.5283385911940055, -0.4349309550954373] Predicted: 2.6659148317423944 Movie Vector: [2.384857619140879, -0.44256960792929956] User Vector: [1.8285091578502788, -0.6484081817623647] Predicted: 4.64769975154883 Movie Vector: [2.0156403009444905, -0.12030370916270042] User Vector: [2.0723338622050997, 1.1362046531065677] Predicted: 4.040390015535906 Movie Vector: [1.7667376356375448, -0.29188458698024666] User Vector: [1.661322463881254, -0.5196736889118555] Predicted: 3.0868056619216455 Movie Vector: [1.9552153893392539, -0.4658712071962247] User Vector: [1.9887354840407616, -0.11180403646253705] Predicted: 3.94049250515776 Movie Vector: [2.333455973636271, -0.236159507390152] User Vector: [1.889559026610578, -0.0777703897049089] Predicted: 4.427569015105042 Movie Vector: [2.216401358603777, 0.3550849204604515] User Vector: [1.8626945160249462, 0.26188811623074315] Predicted: 4.221471176902827 Movie Vector: [2.3096026313586906, -0.23517775254758455] User Vector: [1.8821003163210874, -0.41717757266369] Predicted: 4.445014727008511 Movie Vector: [1.4421011032162134, 0.6883026350424299] User Vector: [2.1595796857619614, -0.19495508104969234] Predicted: 2.980144151319234 Movie Vector: [1.968813933048377, 0.0888258560722161] User Vector: [1.6027232960651896, -0.22990400882072756] Predicted: 3.135042535716429 Movie Vector: [1.2292040253457626, -1.0841503114550972] User Vector: [1.7521404194394585, -0.07743771051046072] Predicted: 2.237692174514281 Movie Vector: [2.070094058175766, -0.4641579897851454] User Vector: [1.974750470882695, -0.1427983988835095] Predicted: 4.15420023392437 Movie Vector: [1.9384253233967879, 0.5285511043669203] User Vector: [1.8908991171113878, -0.017085770182164645] Predicted: 3.6563360298986 Movie Vector: [1.9718223422957748, -0.4083331056784887] User Vector: [2.026444477136623, -0.1543892664250106] Predicted: 4.058830744082621 Movie Vector: [1.809614617438576, -0.22558300160815295] User Vector: [2.1752369581791258, 0.1295545576407231] Predicted: 3.9071152899289596 Movie Vector: [1.6793399505139446, -0.14186859406300084] User Vector: [1.5933535306116522, -0.08096569592782532] Predicted: 2.687268728697204 Movie Vector: [1.8161297559926999, -0.536089759374224] User Vector: [2.029704023300481, -0.3774367036000599] Predicted: 3.8885458241860595 Movie Vector: [1.5038824471400596, -0.7993968823395314] User Vector: [1.9809218239959598, -0.45312621314377044] Predicted: 3.341301242357643 Movie Vector: [1.788099663440716, -0.8435277274850683] User Vector: [1.2220367285135925, -1.0930862063730058] Predicted: 3.1071719865744445 Movie Vector: [1.7980507209737597, -0.47274795538825337] User Vector: [1.4397359619700107, -0.7094546638293933] Predicted: 2.9241115261980335 Movie Vector: [1.9236527618891697, -0.09299652173172968] User Vector: [1.8339381929875747, -1.2600324048456002] Predicted: 3.6450389009944884 Movie Vector: [2.3547344248779005, -0.18903821030744408] User Vector: [2.153730693921919, -0.21222803711030838] Predicted: 5.111583015206506 Movie Vector: [1.4027044173028531, -0.4504181382408201] User Vector: [2.0895155537272214, -0.012827579846059417] Predicted: 2.936750471868588 Movie Vector: [2.1475217143148853, 0.3105074092817212] User Vector: [1.781629481218309, -0.3750809217631979] Predicted: 3.7096225924921926 Movie Vector: [2.092415252886798, -0.21123837940335732] User Vector: [1.7666362905684534, -1.0964837261091174] Predicted: 3.92815616603423 Movie Vector: [1.4267534977127945, -0.6886185907066922] User Vector: [1.8485104136589925, -0.045489210389821594] Predicted: 2.668693414197491 Movie Vector: [1.5910463978013967, 0.5921781135949139] User Vector: [1.9314467779946136, -0.4254560027527532] Predicted: 2.8210757055456863 Movie Vector: [1.9363344374305516, -0.7651324647239861] User Vector: [1.8310845416855597, -0.33205369282467556] Predicted: 3.799657116324133 Movie Vector: [1.762995008093174, -0.22277034605156104] User Vector: [2.05478946455877, -0.39116310077768535] Predicted: 3.709723108022404 Movie Vector: [1.806671163976654, -0.4171038454772868] User Vector: [1.7781158166697253, -0.02846519927726944] Predicted: 3.2243435162688177 Movie Vector: [2.0380921903384626, 0.20316522062410802] User Vector: [1.8160006229070653, -0.4992831076856474] Predicted: 3.599739724469828 Movie Vector: [1.203196633921832, -0.877388429016034] User Vector: [1.9582823640751608, 0.5057984737318326] Predicted: 1.9124170204574409 Movie Vector: [2.0465729676662474, -0.005143268079097172] User Vector: [1.8430041738426137, -0.65190851856399] Predicted: 3.7751954617563803 Movie Vector: [2.006898769053565, -0.5575925094364054] User Vector: [1.8859087423982328, -0.1859162061196905] Predicted: 3.888493417581544 Movie Vector: [1.825799761319403, -0.32325940200002473] User Vector: [2.0329741464920668, -0.3640656518243297] Predicted: 3.8294913563312147 Movie Vector: [1.2568916292586358, -0.8639597018422885] User Vector: [1.7445230632462079, 0.082955231028321] Predicted: 2.1210064585773063 Movie Vector: [1.9463440739729372, -0.18889305230879344] User Vector: [1.8464510684860977, -0.6327281585246681] Predicted: 3.713347048174361 Movie Vector: [2.062841155183844, -0.3842113933213135] User Vector: [1.8002436999229594, -0.3416628817889368] Predicted: 3.844887565419818 Movie Vector:
avg loss: 0.954734204593912: 55%|█████████████████████████ | 38170/70000 [00:52<00:45, 697.07it/s]
[1.424726093318143, -0.6855673582267443] User Vector: [1.9082239910627892, -0.24205336595302732] Predicted: 2.8846403986091507 Movie Vector: [1.5913280210167464, 0.24903984686293013] User Vector: [2.2950102357578657, 0.004978348633704437] Predicted: 3.653353903863109 Movie Vector: [1.778572223231555, -0.9276411309737869] User Vector: [1.8024059478512209, -0.06001414278403637] Predicted: 3.26138074112213 Movie Vector: [1.9981195074210674, -0.7523902324653706] User Vector: [2.0190391293858814, -0.3208931691791221] Predicted: 4.275718356827608 Movie Vector: [1.6856475546291942, -0.2329745086200725] User Vector: [1.828947863805766, -0.2039062965696996] Predicted: 3.1304664634163424 Movie Vector: [1.7025539173992583, 0.0657596144921387] User Vector: [2.0010893287936855, -0.24001540037660285] Predicted: 3.3911791556026 Movie Vector: [1.7890654182442614, -0.6466428911199954] User Vector: [2.2462484876513065, -0.6957247244893667] Predicted: 4.468570937307891 Movie Vector: [2.219273958912715, -0.5189038056560855] User Vector: [1.7725075525717229, -0.3525544881741796] Predicted: 4.11662171901325 Movie Vector: [1.9107943669367895, -0.2681789412088724] User Vector: [2.086498521041156, -0.03446149139507035] Predicted: 3.9961114669021924 Movie Vector: [1.9793370051794381, -0.11390634503259782] User Vector: [1.6564962882302574, -0.1558101036777473] Predicted: 3.2965121616656154 Movie Vector: [1.8766937617498198, -0.2733598480871143] User Vector: [2.0200146693625824, -0.7356832449627865] Predicted: 3.992055188719146 Movie Vector: [2.1644539407329644, -0.1737447543062353] User Vector: [1.8582051372821, -1.0094419675214377] Predicted: 4.197384678713895 Movie Vector: [2.119344292487469, -0.31777458772604006] User Vector: [1.8979885944997474, -0.4087317799463886] Predicted: 4.152375867822347 Movie Vector: [1.9460723670579518, -0.24933651849658683] User Vector: [1.6260031418663452, -0.588826622189727] Predicted: 3.311135763110397 Movie Vector: [1.498984822192427, 0.3334753524017204] User Vector: [1.5895315720549255, -0.2798354931205333] Predicted: 2.2893654612231225 Movie Vector: [2.047453720628018, 0.1105163782881789] User Vector: [1.193403694521196, -0.41748450654003333] Predicted: 2.397299958904414 Movie Vector: [1.8496233597312182, 0.18537667648334294] User Vector: [1.9142488906984392, -0.21408865420199572] Predicted: 3.5009524213866468 Movie Vector: [1.7969185380111288, -0.2516713111375643] User Vector: [2.1426686224613505, -0.007624031196990994] Predicted: 3.8521197184430696 Movie Vector: [1.8516612152275096, -0.020417362923452746] User Vector: [2.133827206125006, 0.06096077012353727] Predicted: 3.949880419411245 Movie Vector: [1.5984943782862797, -0.7506409548625548] User Vector: [1.9704197135080803, -0.3625246049015663] Predicted: 3.4218306504916103 Movie Vector: [1.9124916460429928, -0.3392375337234861] User Vector: [2.154420801392022, 0.7033002336560611] Predicted: 3.8817259479908586 Movie Vector: [0.7063913747855647, -1.0175692870921824] User Vector: [1.47719548955948, -2.199091081320892] Predicted: 3.281205696567433 Movie Vector: [2.0284368137460964, -0.537221022643958] User Vector: [2.01876527838018, -0.29671497205397346] Predicted: 4.254339329699352 Movie Vector: [1.034880667105099, -0.7217846645291199] User Vector: [0.9653337164163275, -0.24645942389887301] Predicted: 1.1768958330228616 Movie Vector: [1.9482892604570299, -0.1851098902803433] User Vector: [1.7480721598237898, -0.7280153284233392] Predicted: 3.540513053055467 Movie Vector: [2.0484846126646388, -0.539658281936957] User Vector: [2.1365577893242507, 0.07331609854538404] Predicted: 4.337140115720182 Movie Vector: [1.9510377818558378, -0.3528119278309616] User Vector: [2.004714271843569, -0.01742903517619388] Predicted: 3.9174224576931644 Movie Vector: [1.6683145515520996, -0.06315964204248582] User Vector: [1.8501039861669448, -0.1436105207510569] Predicted: 3.0956257910910305 Movie Vector: [1.768701524167353, -0.4986672027297461] User Vector: [2.527838905865288, 0.30988985010255277] Predicted: 4.316460620948488 Movie Vector: [2.110805580953306, -0.31593577648453885] User Vector: [1.6756850074383915, -0.3619509467774053] Predicted: 3.651398519040172 Movie Vector: [1.6587958393484334, -0.5468866056493503] User Vector: [1.9434020248445587, 0.39633962245214716] Predicted: 3.006954362186275 Movie Vector: [2.0945176862921615, 0.07116559250366458] User Vector: [1.978614900292477, 0.6653384144088098] Predicted: 4.191593105500647 Movie Vector: [1.6112327351037583, -0.5512471177203351] User Vector: [1.4440323720682924, -0.7373556606110762] Predicted: 2.733137411072592 Movie Vector: [1.7672561174463886, -0.5683407115078719] User Vector: [2.007757470509444, -0.3162244643870774] Predicted: 3.7279449091924497 Movie Vector: [1.633483887222605, -1.0625392737753634] User Vector: [1.8288368508297803, -0.6766250047013551] Predicted: 3.7063161693030064 Movie Vector: [1.99015393411391, 0.7850029932624447] User Vector: [1.9061249018606548, -0.3785704782074893] Predicted: 3.4963030137967985 Movie Vector: [1.4893744924169208, -0.46551032859623687] User Vector: [1.5465797554111307, 0.6377818748081044] Predicted: 2.0065423880830933 Movie Vector: [2.0148438086595726, -0.2181064512930955] User Vector: [1.7188040495679797, -0.27102501878227736] Predicted: 3.522234002629292 Movie Vector: [1.3490644482977452, -0.8026005853969532] User Vector: [1.987559504414589, -0.3460332062520472] Predicted: 2.959072320186685 Movie Vector: [1.72196057664013, -1.6480340696740319] User Vector: [2.264313602040369, 0.0001743831035000802] Predicted: 3.89877136656778 Movie Vector: [1.7829945733170667, -0.31488499769243455] User Vector: [1.8817486171641937, 0.20720020786089238] Predicted: 3.289903335776503 Movie Vector: [1.7742578913945966, -0.11878154565940942] User Vector: [1.7421310858110473, -0.16546925369478832] Predicted: 3.110644520557064 Movie Vector: [1.8954542575588016, -0.8008821263976581] User Vector: [2.2030135842389797, -1.0158028033461737] Predicted: 4.989249786850236 Movie Vector: [1.6857368134132227, 0.04567778039190108] User Vector: [1.709109417782929, -0.369365680080888] Predicted: 2.864236859288883 Movie Vector: [1.974380798185699, 0.2932434847834] User Vector: [1.8249591134411882, -0.4636341412256091] Predicted: 3.467206539814722 Movie Vector: [1.3474066943561958, -0.15386740467638949] User Vector: [1.7763842843545936, -0.7979577387242965] Predicted: 2.5162917627874672 Movie Vector: [2.080079179055064, -0.1461139634902689] User Vector: [2.0196401790760095, -0.02921344235269936] Predicted: 4.205279977528396 Movie Vector: [2.218525925275522, -0.7214260739474638] User Vector: [1.9065080636353906, -1.2535212917399712] Predicted: 5.13396051003147 Movie Vector: [1.7794308253139777, 0.05164345651366143] User Vector: [2.0726157312399884, -0.35524635251510905] Predicted: 3.6697301716413553 Movie Vector: [1.8533034215314441, 0.24618417170300794] User Vector: [1.659600548993814, -0.42829959808093804] Predicted: 2.9703027940314115 Movie Vector: [1.8664151058333798, -0.14935617996529596] User Vector: [1.7996554915030905, -0.4851190669371013] Predicted: 3.431359725303418 Movie Vector: [1.6803088071578314, 0.07304457985094227] User Vector: [1.738750509936286, 0.26107644609833236] Predicted: 2.940708014610342 Movie Vector: [1.7776698419933663, 0.07413764574242188] User Vector: [1.7733383767688444, -0.2902024009727475] Predicted: 3.1308952292345267 Movie Vector: [1.7939075417921575, -0.6833918202904478] User Vector: [1.8630648239058956, -0.4431742640661766] Predicted: 3.645027705478528 Movie Vector: [1.2108637145296515, -0.22740524146283145] User Vector: [1.964836980945533, -0.4544964854444226] Predicted: 2.4825046882094313 Movie Vector: [1.960737723689728, -0.20994251923344398] User Vector: [1.7718868482207655, -0.5472989926098171] Predicted: 3.589106714698582 Movie Vector: [2.0131031535792014, -0.693517965782151] User Vector: [1.8378767137475367, -0.09920676982703078] Predicted: 3.768637085537206 Movie Vector: [1.7261180004219778, -0.6093210259967264] User Vector: [2.1101391576637254, -0.48958023829814634] Predicted: 3.9406607165461747 Movie Vector: [1.705536234897045, -0.3725196915909265] User Vector: [2.15197827982588, -0.33276235264987697] Predicted: 3.794237461936654 Movie Vector: [2.122480391288239, 0.12170981094946896] User Vector: [1.3736556379164107, -0.5271045495997286] Predicted: 2.8514033607777307 Movie Vector: [1.4605308685608973, -1.6334829226695025] User Vector: [1.9369518269006678, -0.06995728186705559] Predicted: 2.9432519593500612 Movie Vector: [1.472817512190665, -0.6417613618596583] User Vector: [1.476584056853969, -0.3763488810153993] Predicted: 2.4162650275708635 Movie Vector: [1.7676741981718904, -0.08262225538193171] User Vector: [1.8413401236380746, 0.08783111564818924] Predicted: 3.2476326217460985 Movie Vector: [1.3316048055039407, 0.4624773216689688] User Vector: [1.9655376038903478, -0.2690088950802789] Predicted: 2.4929088054372324 Movie Vector: [2.0700273189813747, -0.01865412476856498] User Vector: [1.7887191518283712, -0.16858819289616375] Predicted: 3.7058423754547136 Movie Vector: [1.8081615879077562, -0.5180507000102482] User Vector: [1.8275705356297798, -0.5938508596740315] Predicted: 3.6121876952735907 Movie Vector: [1.2828220313358747, -0.35205885194504105] User Vector: [2.073951762802453, -0.11454546587115497] Predicted: 2.7008377584609695 Movie Vector: [1.8667223074875772, -1.2915482703083823] User Vector: [1.5387493320341565, -0.5123657326576614] Predicted: 3.5341627795190584 Movie Vector: [2.0782306061048073, -0.39913004725256385] User Vector: [2.1893160396563807, 0.5208099967480537] Predicted: 4.342032681438398 Movie Vector: [1.2535200932500952, -0.3821509193325991] User Vector: [1.8173616882628205, -0.04800295899342803] Predicted: 2.2964437678503846 Movie Vector: [2.111772672877735, 0.017971118835484117] User Vector: [1.828901432531367, -0.430159667898411] Predicted: 3.854493616096649 Movie Vector: [2.0200901939127704, -0.01636729144619247] User Vector: [2.150252325344675, 0.12573888536854191] Predicted: 4.341645631883964 Movie Vector: [2.4510828865958256, -0.32603629349979196] User Vector: [1.9922206572201433, 0.1857112465541383] Predicted: 4.822549352747244 Movie Vector: [1.6810855849589712, -0.16398390043446925] User Vector: [2.185348300927393, -0.49432672948831574] Predicted: 3.754819151994129 Movie Vector: [2.1087207706029205, -0.018664144830769606] User Vector: [1.8243633203124217, -0.3887589484868239] Predicted: 3.8543286799877285 Movie Vector: [2.1753694292955115, -0.2351373266724346] User Vector: [1.9388908714774138, -0.13254469556186005] Predicted: 4.248970133931126 Movie Vector: [2.291009499958713, -0.10220492833303964] User Vector: [2.1283258215787693, 0.08559049067068597] Predicted: 4.867266906279406 Movie Vector: [2.208487486060457, -0.19766531492708375] User Vector: [1.7178581278829486, 0.192373431340923] Predicted: 3.755842623367129 Movie Vector: [1.896856457356457, -0.09615587722494237] User Vector: [1.9837642959647954, -0.10621711255138302] Predicted: 3.7731295143076866 Movie Vector: [2.0317388183675282, -0.330584971172728] User Vector: [1.7969626863935755, -0.3857595043874151] Predicted: 3.7784851397413415 Movie Vector: [1.6858744117878552, 0.8561622414581094] User Vector: [1.7495464266491032, 0.3190187009028559] Predicted: 3.2226473189546443 Movie Vector: [2.386707947916464, -0.16410959814555182] User Vector: [1.8189077815498715, -0.30570348104745504] Predicted: 4.391370534178575 Movie Vector: [1.6896144960136081, -0.7358027355891141] User Vector: [1.653880341337435, -0.47208563875238146] Predicted: 3.1417821038220013 Movie Vector: [2.2715897824875935, -0.1905988377296097] User Vector: [2.0594345364363185, 0.025962781841165437] Predicted: 4.67324197462766 Movie Vector: [1.9573886634244722, -0.1244581890663522] User Vector: [1.7680731481378749, -0.017431933907804443] Predicted: 3.4629758831963833 Movie Vector: [1.4890757539315993, -0.46563352301319405] User Vector: [2.0648360564927994, -0.6606655646194555] Predicted: 3.3823253419544237 Movie Vector: [1.8571254483858097, -0.2617829369773022] User Vector: [2.025279063504704, 0.10596729686950283] Predicted: 3.7334568587195225 Movie Vector: [1.900225596031656, -0.9532035014444308] User Vector: [1.871705596058109, 0.280810743183264] Predicted: 3.288993098219806 Movie Vector: [1.8901817776385181, -0.4864621368514068] User Vector: [1.4439243974386062, 0.18733052364955022] Predicted: 2.6381503774940778 Movie Vector: [2.2352807269886483, -0.012470997868656002] User Vector: [2.4151219215562154, -0.34276993825788465] Predicted: 5.402750167751852 Movie Vector: [1.8467095056120555, -0.6549142081400763] User Vector: [1.6241375631954182, -0.808818131632958] Predicted: 3.5290167625823137 Movie Vector: [1.4006229488159738, -0.8042150339842392] User Vector: [1.656719221528403, -0.9351010901814013] Predicted: 3.072461316436151 Movie Vector: [1.5828637744544, -0.18209769261601352] User Vector: [2.0844633952264973, 0.05354113312748576] Predicted: 3.2896718806776852 Movie Vector: [1.4048047055568051, -0.43867013307211905] User Vector: [1.9020189082080092, -0.39245210651639434] Predicted: 2.8441221300986084 Movie Vector: [2.1382820286362043, 0.06314618443569325] User Vector: [1.6206516866208422, -0.4968436856763828] Predicted: 3.43403659316887 Movie Vector: [2.038469540304776, -0.34363426880130976] User Vector: [1.620981966638117, -0.27283880358670387] Predicted: 3.3980791271462754 Movie Vector: [1.5080670141409778, -0.943237497265079] User Vector: [1.453815365215454, -1.097142424687175] Predicted: 3.227316871738016 Movie Vector: [1.8875899554197773, -0.04133390927113262] User Vector: [1.9107284013874921, 0.002285213189567937] Predicted: 3.6065772811996757 Movie Vector: [1.7070426610644838, -0.41042206152198174] User Vector: [1.141409761269735, -0.13472843893554573] Predicted: 2.0037306798964307 Movie Vector: [1.8973308519989225, -0.3584005240577372] User Vector: [2.022187053302785, -0.013691905568997291] Predicted: 3.8416650708754414 Movie Vector: [1.6566077697560704, -0.2975289290271494] User Vector: [1.8002408470899147, -0.5244202301255888] Predicted: 3.1383231641508402 Movie Vector: [0.9451644911531124, -1.1060099091880329] User Vector: [1.6419845810267852, -0.6244472664368053] Predicted: 2.2425903854519245 Movie Vector: [2.1611081945249437, -0.04380501627482875] User Vector: [1.4859632840482024, 0.15683752428766898] Predicted: 3.2044571596158415 Movie Vector: [1.7498200753164201, 0.6431500560926451] User Vector: [1.6468075378006943, -0.4690055348571458] Predicted: 2.579975953774925 Movie Vector: [1.6298647221520224, -0.18697993423739553] User Vector: [1.9586019625062836, -0.27682258322395464] Predicted: 3.244016511833351 Movie Vector: [1.8272239533531074, -0.4650644440558771] User Vector: [2.35571453749117, 0.7966070966454036] Predicted: 3.933944393633642 Movie Vector: [1.9965876161407914, -0.4998101459016859] User Vector: [1.920910620664784, -0.20163145435556623] Predicted: 3.9360438035524536 Movie Vector: [1.8878856672516426, -1.2985951492933294] User Vector: [1.9212943192201002, 0.11651428610188007] Predicted: 3.475879121072353 Movie Vector: [1.0019630010034932, -0.7373040245116121] User Vector: [1.9508606612379527, -0.6691052342676271] Predicted: 2.4480241847209445 Movie Vector: [1.2368637257675346, -1.4783864243434885] User Vector: [2.055421612749592, -0.5630701381104648] Predicted: 3.3747116821042993 Movie Vector: [2.093473969642613, 0.08925018050217966] User Vector: [1.9037537091208743, -0.3499373849644905] Predicted: 3.954226859882583 Movie Vector: [2.016083115235786, -0.40327116276131486] User Vector: [1.8762511133381616, -0.2274764497119696] Predicted: 3.8744128819195742 Movie Vector: [1.9332206391256122, -0.12421990967010457] User Vector: [2.5864586874937134, -0.5459142303888498] Predicted: 5.068008733295116 Movie Vector: [1.8684858556485133, -0.4740609151736583] User Vector: [1.723279435635074, -0.9553671162030926] Predicted: 3.672825460248145 Movie Vector: [2.1150351480012297, -0.3633877845969411] User Vector: [2.0316610140008775, 0.09375132188786368] Predicted: 4.262966368271809 Movie Vector: [1.5990165428140204, -0.7118143164834717] User Vector: [1.8761475375724024, 0.4890365682338466] Predicted: 2.651887718785262 Movie Vector: [1.124974705975999, 1.2184458071606592] User Vector: [1.720832792034837, -0.4727816741601192] Predicted: 1.3598345156704539 Movie Vector: [2.159718932766532, -0.4750069849745956] User Vector: [1.6110189239621742, -1.4373259843081911] Predicted: 4.16208795335815 Movie Vector: [1.3445907762279685, -0.727196687881043] User Vector: [1.8585657823244472, -0.5269045563443622] Predicted: 2.882173656129421 Movie Vector: [1.9203928647974433, -0.1734919467453416] User Vector: [1.8520727763557359, -0.91097400575772] Predicted: 3.714753998492455 Movie Vector: [1.9159281936120316, -0.10794210981239366] User Vector: [1.3780821170644084, -0.2745106856376143] Predicted: 2.669937643770027 Movie Vector: [1.7831590902556866, -0.6583173106291117] User Vector: [1.741317345172495, -0.015730698559755847] Predicted: 3.1154016442344092
avg loss: 0.9554395042037966: 55%|████████████████████████▌ | 38241/70000 [00:52<00:45, 694.21it/s]
Movie Vector: [1.591537415091236, -0.3548919507194156] User Vector: [1.828230709091498, -0.5045480379882462] Predicted: 3.0887576143712026 Movie Vector: [2.0376034817040507, -0.3720790981630097] User Vector: [2.3328777893021924, -0.8982963279205057] Predicted: 5.087717193448001 Movie Vector: [1.7225476184993318, 1.0377918551715863] User Vector: [1.9332860624400254, 0.6428674647077535] Predicted: 3.9973399215625305 Movie Vector: [2.0967900304437332, 0.1425065000606593] User Vector: [1.7648661530414262, -0.3507677996579262] Predicted: 3.650567063301617 Movie Vector: [1.6504498919810573, -0.8519005495458747] User Vector: [1.5763688711209305, -0.20420658744178488] Predicted: 2.775681537126385 Movie Vector: [2.0162390892582875, -0.42607965104312046] User Vector: [2.156342362263831, -0.08649917073196825] Predicted: 4.384557297100887 Movie Vector: [1.5126986146500891, -0.8599699771650793] User Vector: [1.9221460343496464, 0.002680633733378469] Predicted: 2.9053223787853915 Movie Vector: [1.4273118372122597, -0.3283598913271426] User Vector: [1.8776773358433019, -0.10515320476735299] Predicted: 2.7145591828044333 Movie Vector: [2.1849694509696675, -0.31014679631511793] User Vector: [1.9910460915187072, 0.030574280240216578] Predicted: 4.340892370374788 Movie Vector: [1.7420483002872922, -0.27399502652346375] User Vector: [1.810249885888455, -0.8487979898030451] Predicted: 3.386109164536396 Movie Vector: [2.2684313104985483, -0.1203623959555535] User Vector: [2.0181705444579423, -0.6083072799479874] Predicted: 4.651298574666044 Movie Vector: [0.6590086749102188, 0.5322115146991926] User Vector: [1.350737035307511, -0.4089920503577515] Predicted: 0.6724771451693328 Movie Vector: [1.6127939052929372, -0.41554570055297574] User Vector: [1.8589181831551145, -0.2386645232216638] Predicted: 3.0972279327300765 Movie Vector: [1.275931948901277, -0.23023453498741522] User Vector: [1.8242026956705204, -0.21706535814828598] Predicted: 2.3775344424729976 Movie Vector: [2.139158938809046, 0.07843544210940064] User Vector: [1.6451863249402034, -0.32542227710481864] Predicted: 3.493790392825276 Movie Vector: [2.1069343487628007, 0.060586645572791684] User Vector: [2.125130244418731, -0.3875617256040175] Predicted: 4.45402884265376 Movie Vector: [2.018051137434884, 0.13876662734506306] User Vector: [1.6889322210466207, -0.3618366026121658] Predicted: 3.358140744739072 Movie Vector: [1.721412030816798, -0.26431900103099826] User Vector: [1.7132121373946874, -0.6331865675858327] Predicted: 3.11650722566311 Movie Vector: [1.4481892968708285, -0.10690373841612999] User Vector: [1.8701543141512476, -0.1721246016175569] Predicted: 2.7267382246369456 Movie Vector: [2.138992433369971, -0.5733026069092769] User Vector: [2.0430953414661963, -0.21627144739229204] Predicted: 4.494154460639675 Movie Vector: [2.165362772480649, 0.0548440324720063] User Vector: [1.6139997097700005, -0.3265657807054125] Predicted: 3.476984702049277 Movie Vector: [2.0618859031218375, -0.013923231357433648] User Vector: [1.9457529866649756, -0.3924939013117678] Predicted: 4.017385437556071 Movie Vector: [1.8166059829618275, -0.01448215031106211] User Vector: [1.8306097813989652, -0.6088919095275068] Predicted: 3.3343147455147704 Movie Vector: [2.061538405112737, -0.5136010513907766] User Vector: [2.1342245544650207, -0.23703996390909263] Predicted: 4.521529858849601 Movie Vector: [1.749525950451465, -0.2914212997939856] User Vector: [2.1912365836470764, 0.06032774498565663] Predicted: 3.8160444768118125 Movie Vector: [1.4465509741145361, -0.022787082536042065] User Vector: [2.0415245784077767, -0.6095464391274698] Predicted: 2.967059152592485 Movie Vector: [2.0249076582751915, 0.047758194904001475] User Vector: [1.9850904311500979, -0.4267670312082968] Predicted: 3.999243193349587 Movie Vector: [1.4238285986948247, 0.10225396918586947] User Vector: [1.8009202072580455, -0.5119151823733786] Predicted: 2.51185633577723 Movie Vector: [1.2872852038267475, -0.5132052210449749] User Vector: [1.741229531758198, 0.02080932801516154] Predicted: 2.2307795569146855 Movie Vector: [2.128506950274886, 0.11939727600795254] User Vector: [1.7855361682667679, -0.5210182680901208] Predicted: 3.738317982162662 Movie Vector: [2.029511454190871, 0.23556933979302386] User Vector: [2.0872925034659215, -0.024957464813589812] Predicted: 4.2303048305217805 Movie Vector: [1.9101441820619813, -0.09686734468782059] User Vector: [1.9603265470580717, -0.5427815107995014] Predicted: 3.79708415250142 Movie Vector: [1.6922968509108627, -0.5359382411677684] User Vector: [2.122823130820587, -0.13298492009117777] Predicted: 3.66371860350392 Movie Vector: [1.8944867766274767, 0.360028209249558] User Vector: [1.714477170479401, -0.8059020284564656] Predicted: 2.9579068641671498 Movie Vector: [1.2564976594543618, -0.8174817538010198] User Vector: [1.8884540432344934, -0.4073021688595025] Predicted: 2.705800176637492 Movie Vector: [1.46971436498701, -0.45206323472148485] User Vector: [1.7023897624736024, -0.20314019529275143] Predicted: 2.5938589025002723 Movie Vector: [1.7808588936268097, -0.2769024983630577] User Vector: [2.1895807091117523, -0.4473080945603243] Predicted: 4.023195008057133 Movie Vector: [1.2504302115171984, -1.2758089088710522] User Vector: [1.82931511559316, -0.19720957199860184] Predicted: 2.539032615793227 Movie Vector: [2.170430540195135, -0.031814061226767484] User Vector: [1.9246807265906318, -0.2025752332198793] Predicted: 4.183830569989954 Movie Vector: [1.130036938632448, -1.1304234417514805] User Vector: [1.9276682462936001, -0.7643521475457827] Predicted: 3.0423779090794385 Movie Vector: [1.881630662940885, -0.5932118458234091] User Vector: [1.8747061456978742, -0.28508786060973784] Predicted: 3.6966220637629914 Movie Vector: [0.7954399762242002, -1.3721814611904768] User Vector: [1.7080193491538995, -0.7166650090838007] Predicted: 2.3420213098301477 Movie Vector: [2.299398697343381, -0.3818358786505697] User Vector: [1.8437710562546228, -0.5360674292505541] Predicted: 4.4442545428151465 Movie Vector: [2.1611171878719606, -0.2341630278976308] User Vector: [2.020696634771228, -0.35392938365188326] Predicted: 4.449839405016998 Movie Vector: [1.4101478547384039, -0.813235178692153] User Vector: [1.5684377024075102, -2.042188428700045] Predicted: 3.8725085330777103 Movie Vector: [2.098408068023278, -0.6424490717223812] User Vector: [1.9224593177406004, -0.2810918034831351] Predicted: 4.214691311009913 Movie Vector: [1.8396982868381773, 0.3215226715428775] User Vector: [2.056342984793992, -0.5309847697284819] Predicted: 3.6123270245655297 Movie Vector: [2.419392776125977, -0.16960293093704293] User Vector: [1.8498006871024977, -0.5181159183481552] Predicted: 4.563268397965636 Movie Vector: [2.2306541289612922, -0.1911149033890057] User Vector: [2.0302389034311115, -1.0956104507957973] Predicted: 4.738148278172279 Movie Vector: [2.0220299650927474, -0.807609910051019] User Vector: [2.1590930262436334, -0.3865850976296814] Predicted: 4.67796075241118 Movie Vector: [1.328630099956009, -0.8084489609930372] User Vector: [1.8936786777451724, 0.9407775371993115] Predicted: 1.7554278684227598 Movie Vector: [2.2064858281903064, -0.4444524341298992] User Vector: [2.1987605858128387, 0.4597136049786327] Predicted: 4.64721324144406 Movie Vector: [1.6106909967086438, 0.3784667534720878] User Vector: [2.1173746909177917, -0.3025013118225162] Predicted: 3.2959496619135193 Movie Vector: [1.4497838166094952, 0.09487614641572079] User Vector: [1.6816930319014465, 0.12790170401440035] Predicted: 2.4502261629525632 Movie Vector: [1.8913539444510155, -0.5493772145510408] User Vector: [1.5715418353534103, -0.26270888864462005] Predicted: 3.1166681266468417 Movie Vector: [2.04349116187083, -0.3331078828834453] User Vector: [2.0352313982441133, -0.7608796700149042] Predicted: 4.412432390681576 Movie Vector: [2.0302324905247535, -0.24126279020980493] User Vector: [2.081640114302598, -0.29213127412960727] Predicted: 4.296693799940851 Movie Vector: [2.2065625186731372, -0.008395121448784907] User Vector: [1.8214407063913916, -0.5104414779626207] Predicted: 4.023408010908761 Movie Vector: [1.8003022517522562, 0.3239582643290736] User Vector: [1.8506177763616112, -0.2644345146010875] Predicted: 3.2460056035376925 Movie Vector: [1.6621951669990722, -0.11414097833931545] User Vector: [1.6624214871581742, 0.12664054364016208] Predicted: 2.7488140859212167 Movie Vector: [2.0726026350359867, 0.1005690170220511] User Vector: [1.8037994626450407, 0.18094186556108308] Predicted: 3.7567566649122224 Movie Vector: [1.7261058810780439, -0.3544142209168631] User Vector: [1.8082981465914483, 0.3178275623111194] Predicted: 3.0086714576916247 Movie Vector: [2.2648284237392438, 0.6898677401457822] User Vector: [1.9700959447534292, -0.19820898089067798] Predicted: 4.325191311447334 Movie Vector: [1.3824236755086567, -0.7122851562491851] User Vector: [1.8734373756837768, -0.28083975616971124] Predicted: 2.7899221723323846 Movie Vector: [2.082804767053749, 0.18814018218674] User Vector: [1.694920539430814, -0.5261160406106592] Predicted: 3.4312050115719552 Movie Vector: [1.9218884767231592, -0.10011914271557021] User Vector: [1.880429181362364, 0.1395953653238601] Predicted: 3.5999990066509993 Movie Vector: [2.0151135833512246, -0.353369004424814] User Vector: [1.8071834237123734, -0.13758272144237843] Predicted: 3.690297334032125 Movie Vector: [1.7833742297844486, -0.4268759683358622] User Vector: [2.0954196743142255, -0.45597929996760145] Predicted: 3.9315640529700904 Movie Vector: [2.028675811093903, -0.509951131758896] User Vector: [2.110347102096246, 0.45914151424956745] Predicted: 4.047070384205709 Movie Vector: [1.785017116404462, -0.18257388069706812] User Vector: [1.9785263945566451, -0.4327515919942342] Predicted: 3.6107126170698414 Movie Vector: [2.0649258421993433, 0.1745875519528892] User Vector: [2.0655454969970473, -0.3833638131055623] Predicted: 4.198267725350265 Movie Vector: [1.4581805714413985, -0.40284058327949757] User Vector: [1.7540531519687617, 0.14642406849748374] Predicted: 2.4987406703167117 Movie Vector: [2.3037765957941008, 0.13925639476789622] User Vector: [1.698547213838731, 0.1858575862693023] Predicted: 3.9389551754970724 Movie Vector: [2.29609413710066, 0.051714635259038855] User Vector: [2.0514671101171547, -0.5303276409495123] Predicted: 4.682935903475342 Movie Vector: [1.2528371345886231, -0.17941217958131062] User Vector: [2.053457926079758, -0.3843858059405489] Predicted: 2.6416118393519734 Movie Vector: [1.6207485348928894, -0.4732172972423378] User Vector: [1.80004685686954, -0.5764947164299451] Predicted: 3.1902305775933244 Movie Vector: [1.1568600631256503, -0.3386350729240972] User Vector: [1.6198475315616472, -0.342281313175223] Predicted: 1.9898453750639833 Movie Vector: [1.1986851679820063, -0.1952341985231116] User Vector: [2.033565210755728, 0.024538878414506804] Predicted: 2.4328136279971813 Movie Vector: [1.4788337131506204, -0.2062660185378887] User Vector: [1.472917764353432, 0.15710195306730657] Predicted: 2.1457956522605763 Movie Vector: [1.342304107318048, -0.8016557287932524] User Vector: [2.096061370357755, 0.14754515708163923] Predicted: 2.6952713661917143 Movie Vector: [1.972636737147473, -0.2692003559318518] User Vector: [1.8261218007300757, -0.027964514811714403] Predicted: 3.609803007966819 Movie Vector: [1.8235622983024464, -0.673411178570499] User Vector: [1.8191419326195406, -0.36494480731781287] Predicted: 3.563076556395116 Movie Vector: [1.7973729000217076, -0.6670355830705003] User Vector: [1.5481754978842237, -0.556358141983173] Predicted: 3.153759362008484 Movie Vector: [1.3973399810324691, -1.8960573682081003] User Vector: [2.2867271501999897, -0.6453391952967606] Predicted: 4.4189354089227955 Movie Vector: [1.5915556502555535, 0.30241811268090996] User Vector: [1.4641180205967217, 0.1821334398619043] Predicted: 2.3853057594608083 Movie Vector: [2.165386674750479, -0.49634076721761333] User Vector: [1.8632428572741835, 0.23955402426889727] Predicted: 3.9157408267698335 Movie Vector: [1.951289649089527, 0.5410716680535582] User Vector: [1.8215460600389897, 0.06215025330591976] Predicted: 3.587991713520076 Movie Vector: [1.183957205199833, -0.3803135170784925] User Vector: [2.2435090353871194, 0.23160424805029692] Predicted: 2.5681364612311794 Movie Vector: [2.111905815456615, -0.32732323899562965] User Vector: [1.6798937768613391, -0.5374489974167445] Predicted: 3.7236969833322413 Movie Vector: [1.9013695001048951, -0.4399914278702948] User Vector: [1.9787032162124534, -0.8292085501378619] Predicted: 4.127090599043235 Movie Vector: [1.5302083362948058, -0.5186779198091411] User Vector: [2.0390918289968174, -0.7448047917404196] Predicted: 3.506549115245354 Movie Vector: [1.5378692144077613, -0.15157240722669357] User Vector: [1.62376125079112, -0.6069771226423482] Predicted: 2.5891334227503364 Movie Vector: [1.774050066661272, -0.35407450217485203] User Vector: [1.9127716170813638, 0.01423473458323632] Predicted: 3.388312458229832 Movie Vector: [1.9577853327766175, -0.4712754726669678] User Vector: [1.5303954867071898, 0.014196197699541746] Predicted: 2.9894955174419438 Movie Vector: [2.068433171891242, -0.17339008445880777] User Vector: [1.5765975943481496, 0.13253396896392264] Predicted: 3.238106686801329 Movie Vector: [1.648138831341503, -0.034237300508235674] User Vector: [2.157930732554983, -0.7465471151166636] Predicted: 3.582129193592889 Movie Vector: [2.1213090698576225, -0.3733524250872145] User Vector: [1.858041969135494, -0.3297659701200748] Predicted: 4.064600205958808 Movie Vector: [1.7584271108042662, -0.6749519562073268] User Vector: [1.9040229416550263, -0.3288337749687733] Predicted: 3.5700325598817013 Movie Vector: [1.458673381008762, -0.7745445652313715] User Vector: [2.0446961589126817, 0.05230361649743068] Predicted: 2.9420323773567594 Movie Vector: [1.8865709343380854, -0.4204368996293532] User Vector: [1.5097086628244125, -0.09864048947237043] Predicted: 2.889644584174639 Movie Vector: [1.5303626244498276, -0.859367715627658] User Vector: [1.9990425161614211, -0.43485000769222026] Predicted: 3.4329560091707125 Movie Vector: [1.91865850098894, -1.513156412121019] User Vector: [1.8912283694480658, -0.7172090835532948] Predicted: 4.713870911963092 Movie Vector: [1.2583009730108448, -0.6661295965386242] User Vector: [1.7352418085920291, -0.013487695720504091] Predicted: 2.1924410094689835 Movie Vector: [1.9823403014726761, -0.1698971862268033] User Vector: [1.7581146235254694, -0.6400812447842168] Predicted: 3.593929475268388 Movie Vector: [1.6453139518161526, -1.050408312429567] User Vector: [2.031692958528251, -0.23883336269025493] Predicted: 3.5936453199285165 Movie Vector: [1.759349432305902, 0.28911636608063235] User Vector: [1.7642355207975884, -0.4635632679360994] Predicted: 2.969883034494997 Movie Vector: [1.8939448389539788, -0.4368799999119369] User Vector: [2.012578663136605, 0.5831137180525428] Predicted: 3.556962250945028 Movie Vector: [1.5627147102175072, 0.560742423949232] User Vector: [1.798982773590888, 0.18511256672501683] Predicted: 2.9150973130872218 Movie Vector: [1.8641950079273761, -0.7835619085948601] User Vector: [2.105796474128076, 0.6179732444969964] Predicted: 3.4413949798620047 Movie Vector: [1.7283072003818012, 0.22878572423826926] User Vector: [1.3571096152730346, -0.40384559240489515] Predicted: 2.253108213444975 Movie Vector: [2.343881775198612, -0.3360293893736923] User Vector: [1.8876969320963035, -0.28877142644450227] Predicted: 4.521574122335574 Movie Vector: [1.7661006253318199, -0.2808354715564945] User Vector: [1.6132437225365877, -0.5571769169794737] Predicted: 3.005625789404825 Movie Vector: [2.0316836747322187, -0.3807238645649493] User Vector: [1.7641180105041203, -0.22948258452442968] Predicted: 3.6714992586727955 Movie Vector: [1.715982042849931, -0.21097489972223624] User Vector: [1.892384764768119, -0.28705736858187936] Predicted: 3.307860174055974 Movie Vector: [1.8674772787771672, 0.5639470208803193] User Vector: [1.9111434027857865, -0.46868976109104094] Predicted: 3.3047006867029354 Movie Vector: [1.2734382613226205, -0.5812913976735106] User Vector: [1.8737494345824524, -0.3801882786485995] Predicted: 2.607104398003652 Movie Vector: [1.809556993814947, -0.6221853171556224] User Vector: [2.0495325151533255, -0.743823135885366] Predicted: 4.171541730555365 Movie Vector: [1.5082910440860726, -1.6261779499871356] User Vector: [2.1641260228754167, -0.508637644624419] Predicted: 4.091267220798224 Movie Vector: [2.278261805458625, -0.7640403865460521] User Vector: [2.103563585205362, -0.03176418440712454] Predicted: 4.816737691259725 Movie Vector: [1.620118808875743, -0.5515188884470632] User Vector: [1.665093613573815, -0.5654217974753722] Predicted: 3.0094902831371737 Movie Vector: [1.8014350484803792, -0.3304213060429544] User Vector: [2.147884202423085, -0.49067224035702767] Predicted: 4.031402444820062 Movie Vector: [1.9066326705729417, -0.044426555877428386] User Vector: [2.003533256397724, -0.29268084963473073] Predicted: 3.8330047653478454 Movie Vector: [2.3312360855928556, -0.21898367536002594] User Vector: [1.9764580144064423, -0.04548598274046706] Predicted: 4.617550932521373 Movie Vector: [1.8643527120681789, 0.6929718223160087] User Vector: [2.2591547536197902, -0.1536269035928623] Predicted: 4.105402176553263 Movie Vector: [2.14298191445176, -0.6489664230988917] User Vector: [1.6878349575304104, -0.7989296614804821] Predicted: 4.13547831328572 Movie Vector: [1.777226115858389, -0.6582637133729508] User Vector: [1.3555435153845286, -2.1891903488681925] Predicted: 3.850171905050074 Movie Vector: [1.399567399362083, -0.6004500536416563] User Vector: [2.2236494024043916, 0.2379836060493679] Predicted: 2.9692499421979868 Movie Vector: [2.0390889185850694, -0.221929476596409] User Vector: [1.9042090332862647, -0.666445567756079] Predicted: 4.030755454475713 Movie Vector: [1.6143147522390475, -0.21804942575613312] User Vector: [1.8293733273319033, -0.16886946262492428] Predicted: 2.9900062390176347 Movie Vector:
avg loss: 0.9556719545837182: 55%|████████████████████████▋ | 38391/70000 [00:53<00:43, 724.77it/s]
[1.7313862323489124, -0.3112939885323249] User Vector: [2.085479042239177, -0.15694688034007948] Predicted: 3.659626321953876 Movie Vector: [1.7625241930904079, 0.46788259117883474] User Vector: [1.6685070564720532, -0.46102983104191547] Predicted: 2.725076221415425 Movie Vector: [2.2993501496777817, -0.10186950962283584] User Vector: [2.073103769365285, -0.31434639524748903] Predicted: 4.798813775523209 Movie Vector: [1.3922217832621853, -0.3650130340166257] User Vector: [1.9115374703088996, -1.414842366827832] Predicted: 3.1777200106570334 Movie Vector: [1.796719902922869, 0.14554714534860827] User Vector: [1.8180285645321246, -0.36372029904652736] Predicted: 3.2135496547455977 Movie Vector: [1.9984272321398646, -0.370220434376896] User Vector: [1.9583105452759706, -0.3808564297104907] Predicted: 4.054541955508818 Movie Vector: [1.6567418267066387, 0.3160771184325572] User Vector: [2.3886431220363042, 0.4268023360765586] Predicted: 4.092267421880037 Movie Vector: [1.946717578432333, -0.34920505311434175] User Vector: [1.359160601811737, -1.8959755348802219] Predicted: 3.3079860728209174 Movie Vector: [0.7708622563444475, -1.696840768886762] User Vector: [1.8035772275891926, -0.9644853416080047] Predicted: 3.026887659785006 Movie Vector: [1.843072797787239, -0.5873483245928647] User Vector: [2.3923930585503403, -0.29442416350813344] Predicted: 4.582284106985304 Movie Vector: [1.2889353159976789, 0.9863423221004296] User Vector: [2.33521543555933, 0.4166092758701114] Predicted: 3.4208610059256266 Movie Vector: [1.6826912772822609, -0.7338265635195147] User Vector: [1.920552133035453, -0.4601703329650653] Predicted: 3.5693815358979815 Movie Vector: [1.3506378812579545, 0.02265508266733542] User Vector: [2.103042621789124, -1.0190568656247394] Predicted: 2.817362213354992 Movie Vector: [1.5635760031241999, -0.20484519301974846] User Vector: [1.8488473079703136, -0.031065802809954978] Predicted: 2.8971769645560785 Movie Vector: [2.257352964211055, 0.04170913460162291] User Vector: [1.766114031274183, -0.13038081955549813] Predicted: 3.9813046724792027 Movie Vector: [1.2078616842177219, 0.25700888489898693] User Vector: [1.2931667537817464, -0.41231006785979113] Predicted: 1.4559992224239138 Movie Vector: [2.072863425748133, -0.4734906499153832] User Vector: [1.9176105428548664, 1.2304863992774007] Predicted: 3.3923209542069794 Movie Vector: [-0.43365027584006555, -0.47093459674743265] User Vector: [1.7534311046718063, -0.48683813679571336] Predicted: -0.5311069605743189 Movie Vector: [1.7461171920897156, 0.3829455104466266] User Vector: [1.7805420864480122, -0.7539000826687363] Predicted: 2.820332496402833 Movie Vector: [1.7215390066795366, -0.681462246144835] User Vector: [2.0040632050604947, -0.6416619129642145] Predicted: 3.887341347837038 Movie Vector: [1.8479831309845276, -0.09440761466394887] User Vector: [2.255551081587759, 0.037467323278910614] Predicted: 4.16468314922948 Movie Vector: [1.7465505230689962, 0.4218947592032689] User Vector: [1.540016021136158, -0.5533300217026622] Predicted: 2.456268750983807 Movie Vector: [1.9765150711506045, -0.2840437570610425] User Vector: [2.0514324789863196, -0.251435551074813] Predicted: 4.126105910750311 Movie Vector: [1.8608339513041938, 0.03769096008343738] User Vector: [1.5519335882039753, -0.013890488228304923] Predicted: 2.8873671652619466 Movie Vector: [1.7524489921362572, 0.26267649221708844] User Vector: [1.8806059490394524, 0.08599580512691211] Predicted: 3.3182550764357592 Movie Vector: [2.1559703885402444, -0.2524417376467394] User Vector: [1.9856759760482918, -0.250964489355794] Predicted: 4.344412517376468 Movie Vector: [1.7843113216624191, -0.4918166827750575] User Vector: [1.54325626660661, -0.03514683634576614] Predicted: 2.7709354291942634 Movie Vector: [1.521422430948938, -0.625726093095628] User Vector: [2.0027814405703057, -0.047958662639793995] Predicted: 3.0770855945755797 Movie Vector: [1.9782819497155637, -0.35056497450495494] User Vector: [2.029725095538079, -0.3809871528055469] Predicted: 4.148929270897671 Movie Vector: [1.9097842295524645, -0.041307365128101056] User Vector: [1.665968832749768, -0.37843101256609946] Predicted: 3.197272991723299 Movie Vector: [1.769302940506983, 0.39335938604656817] User Vector: [1.7599499934541947, 0.09576979923919389] Predicted: 3.1515566479942843 Movie Vector: [1.6407240898719553, -0.3684662989307035] User Vector: [2.0768187762293815, 0.016344472053568218] Predicted: 3.4014642093323855 Movie Vector: [1.3944439361037533, -1.2745492536330738] User Vector: [1.6909417819418593, 0.009964212457328661] Predicted: 2.345223634582771 Movie Vector: [1.9280272270498557, -0.12312375546894236] User Vector: [2.0081894238624036, -0.3904090910041494] Predicted: 3.9199125197339244 Movie Vector: [1.5763595886316226, -0.1206797919868121] User Vector: [1.9886029232058904, -0.7201433397367546] Predicted: 3.2216600344165993 Movie Vector: [1.3821619828525806, -1.1682710468762594] User Vector: [1.715866422139511, -0.36918258805925613] Predicted: 2.8029106649749838 Movie Vector: [1.7009438392992144, -0.06133804093863114] User Vector: [1.5787381515344563, -0.4848600332111375] Predicted: 2.715085297285774 Movie Vector: [1.6161074945121565, -0.36866003044908024] User Vector: [1.7251231116400045, -0.2839541922675029] Predicted: 2.8926669508450247 Movie Vector: [1.9776442507537801, -0.2114192180474286] User Vector: [1.553750975346515, -0.8151282937811417] Predicted: 3.245100469976658 Movie Vector: [2.293287956139717, -0.47917051156982454] User Vector: [1.8535940099835289, -0.03168767158266667] Predicted: 4.266008616470672 Movie Vector: [2.0134761593891177, -0.3641540619161648] User Vector: [1.5923174129177156, -0.14508347329044868] Predicted: 3.2589258852056 Movie Vector: [2.1996452906877106, -0.3197362674689695] User Vector: [1.846832477524812, 0.05433344242429089] Predicted: 4.045003989797087 Movie Vector: [2.008336591151843, 0.3519298520991468] User Vector: [1.9176221554539559, -0.05685806955380684] Predicted: 3.8312206907929327 Movie Vector: [2.370546032027946, -0.3401083680215723] User Vector: [1.9019054207895378, -0.24974043423485004] Predicted: 4.593493160061694 Movie Vector: [2.019417997918384, -0.3404275705540954] User Vector: [2.06922619126645, -0.2942115644319448] Predicted: 4.278790340516064 Movie Vector: [2.0272277888876435, 0.5436626399359449] User Vector: [2.0210264666400786, -0.37944569678695766] Predicted: 3.890790566022642 Movie Vector: [2.353553493482058, -0.21949728567841417] User Vector: [2.052604068084907, -0.291409455597629] Predicted: 4.894877059701421 Movie Vector: [1.9215588780799169, -0.4614321137926494] User Vector: [1.9394528399288022, 0.13801329757357936] Predicted: 3.663089055551627 Movie Vector: [1.8632331128425585, -1.2726238481886807] User Vector: [1.653505728888887, 0.3528449605679274] Predicted: 2.6318277148087055 Movie Vector: [2.2023158942557517, -0.23142368413342776] User Vector: [1.9166441965296739, -0.2375952856227258] Predicted: 4.2760411539818906 Movie Vector: [1.8518039832874666, 0.599789137037106] User Vector: [2.101521609568922, -0.39993593242833686] Predicted: 3.6517288597830952 Movie Vector: [1.7256994828293106, -0.23527554512478568] User Vector: [2.0784541049296976, -0.7791495796325106] Predicted: 3.7701020160434235 Movie Vector: [1.7385237602678711, 0.061445306223452845] User Vector: [1.8891137993610272, -0.3731200694871518] Predicted: 3.2613427491113036 Movie Vector: [2.061226543217939, 0.19483822461633926] User Vector: [2.0607788115581536, -0.5058824462310184] Predicted: 4.149166748396563 Movie Vector: [1.9188292346532363, -0.9905395386565788] User Vector: [1.7838229450412675, -0.2331751568088286] Predicted: 3.65382082864201 Movie Vector: [2.19028577697424, 0.049801280375641965] User Vector: [1.8868922772816072, -0.2168304437930338] Predicted: 4.122034883887126 Movie Vector: [2.1077482746491687, -0.15602573423898405] User Vector: [2.0164247653757847, -0.4830982190902824] Predicted: 4.325491574523772 Movie Vector: [1.9626847298693604, -0.3432309347598078] User Vector: [2.043799147487323, -0.10950384856161342] Predicted: 4.048918485994984 Movie Vector: [1.2867625964678369, -1.2991758559142208] User Vector: [1.8199279100158687, 0.0780001219534773] Predicted: 2.2404792876759805 Movie Vector: [1.7833830087603821, -0.5708807182780632] User Vector: [1.8143335437442607, -0.21848023665138253] Predicted: 3.3603777685666283 Movie Vector: [1.369055776527577, -1.8880752590293994] User Vector: [1.6563819230206291, -0.4957885264095433] Predicted: 3.2037652902717517 Movie Vector: [1.8684519299079412, -1.5606676920815539] User Vector: [1.7061886798034038, -0.5193116284130984] Predicted: 3.998404412152336 Movie Vector: [1.5309374165703957, -0.680991137208123] User Vector: [2.486636529591218, -0.14003340603799058] Predicted: 3.9022464129868917 Movie Vector: [1.5302284011307692, -1.0175231013323887] User Vector: [1.9448105511727785, 0.007840230926425742] Predicted: 2.968026724135952 Movie Vector: [1.6324914385462874, 0.1654671150592973] User Vector: [2.0684465564217014, -0.032641818209439746] Predicted: 3.371320146959572 Movie Vector: [2.1521381839827285, -0.04475176527016241] User Vector: [1.8520076500436418, -0.26093707596416604] Predicted: 3.9974537754608748 Movie Vector: [1.814708269807292, 0.4896475180630382] User Vector: [2.0288763122228617, 0.1876696612454213] Predicted: 3.7737106060515 Movie Vector: [2.107268081869981, -0.451413976637021] User Vector: [1.8571407644553446, -0.5711578712176578] Predicted: 4.1713221024102625 Movie Vector: [2.1207606012365576, -0.38901271095892476] User Vector: [2.0152998955675736, 0.1197998212093691] Predicted: 4.227364964974808 Movie Vector: [2.048793538017096, -0.3829495748768979] User Vector: [1.7431640374896507, -0.07513480667428023] Predicted: 3.6001560579869607 Movie Vector: [1.9836230421880463, -0.31601703404358394] User Vector: [2.2045932920104248, -0.5522678054090836] Predicted: 4.547608086548216 Movie Vector: [2.089642248708956, -0.17902663245830736] User Vector: [1.600677874286363, -0.5051566480953206] Predicted: 3.4352806062548584 Movie Vector: [1.7029595986315578, -0.09800733057522258] User Vector: [1.8928905836502494, -0.7295625900035798] Predicted: 3.2950186705202804 Movie Vector: [1.5145488640805769, 0.11028526209034166] User Vector: [2.2975590394306162, -0.196909114570363] Predicted: 3.4580492600193318 Movie Vector: [1.5433881493864765, 0.31764450533658745] User Vector: [1.8340072404272618, -0.1291263560116936] Predicted: 2.78956876328318 Movie Vector: [2.0602963142163278, -0.19791878622786155] User Vector: [1.8012457657163905, -0.7067208571307888] Predicted: 3.850973346348486 Movie Vector: [1.6365349099569073, -0.706687084255589] User Vector: [2.3041596746521247, -0.7784325310054101] Predicted: 4.3209459613090635 Movie Vector: [1.2213172679345436, -1.2726703839145725] User Vector: [1.146179186009785, -0.3046367523823613] Predicted: 1.7875506046298582 Movie Vector: [1.1463247081462746, -0.3841984339853863] User Vector: [1.9964698913132541, -0.10686118746894364] Predicted: 2.329658666361878 Movie Vector: [1.6196522565312417, -0.5513604595977218] User Vector: [1.7558454189737334, -0.7956122984616142] Predicted: 3.282528157502246 Movie Vector: [2.337219725394893, -0.3357322690846823] User Vector: [2.1357277443057923, 0.1931972433016169] Predicted: 4.926802463190081 Movie Vector: [2.3116642257848916, -0.10373670290677764] User Vector: [1.7704648716060332, 0.00915400174843274] Predicted: 4.091770700740724 Movie Vector: [1.8371850398947018, -0.813838447403829] User Vector: [1.9806664222505952, -0.30149656579319756] Predicted: 3.8842202169832785 Movie Vector: [1.4398657061726456, -0.4485014990282636] User Vector: [1.9759355915027386, -0.5860897223164377] Predicted: 3.107944014834736 Movie Vector: [1.9936743379497666, -0.26952251751987044] User Vector: [2.0678439322969795, 0.013406552991536817] Predicted: 4.118994014792079 Movie Vector: [1.5155832743692803, -0.16727315912089516] User Vector: [1.6231260038931465, 0.128633642392886] Predicted: 2.438465667962015 Movie Vector: [2.2388593697993455, -0.5280354195462078] User Vector: [2.0522806879400335, -0.02141569205656148] Predicted: 4.606076091592749 Movie Vector: [1.6288502734733514, -0.20914550365133008] User Vector: [1.9419455247195647, -0.469500053344275] Predicted: 3.2613323241308287 Movie Vector: [1.4604207712130446, -0.7092704983669902] User Vector: [1.8360058611028012, -0.2728870245420192] Predicted: 2.874891811518226 Movie Vector: [1.3395971809699172, -0.2723059611925971] User Vector: [1.9006653792033144, -0.2461160165119218] Predicted: 2.6131448423890506 Movie Vector: [1.5565457199042423, -1.165304712704114] User Vector: [1.942640036908573, -0.5723745391454922] Predicted: 3.690798782662746 Movie Vector: [2.0521507215286166, 0.19706616817437667] User Vector: [1.5381235954290247, -1.4284067236123192] Predicted: 2.8749708065430672 Movie Vector: [1.984417254826926, -0.00440632188469341] User Vector: [1.7352003515795946, -0.18993245762436112] Predicted: 3.4441984218009396 Movie Vector: [1.4078708171002026, -0.3598407286586215] User Vector: [2.486473400676715, -0.24914764803620953] Predicted: 3.5902868095215776 Movie Vector: [1.3930716747575802, 0.07893154160041391] User Vector: [2.027562966535207, -0.3776927360154025] Predicted: 2.7947286675626746 Movie Vector: [2.213170864553736, -0.5176898907676064] User Vector: [2.0599087973601127, -0.29209070981724355] Predicted: 4.710142541614848 Movie Vector: [2.3418352907804465, -0.33531474652772497] User Vector: [2.06162926481164, -0.3130285079387558] Predicted: 4.9329592436370815 Movie Vector: [1.737866998436793, -0.27526695218584424] User Vector: [1.7773709539811549, -0.13048153169462012] Predicted: 3.1247515784500877 Movie Vector: [2.126466412481886, -0.13489041137160107] User Vector: [1.9911417308940953, -0.6107807205289226] Predicted: 4.3164844758873295 Movie Vector: [1.4493558655121308, -0.7223187021602779] User Vector: [1.66341960978847, -0.15168486953361218] Predicted: 2.5204517863536884 Movie Vector: [1.5220188933052798, -0.728944740368474] User Vector: [2.110325652027357, -1.0189347028641613] Predicted: 3.954702605844165 Movie Vector: [1.8502833460819461, -0.19323252825218812] User Vector: [1.6751757728036616, -0.13627225691324685] Predicted: 3.1258820669125473 Movie Vector: [1.509646077511448, -0.6391365018694031] User Vector: [1.9520192921159005, -0.02392972063458687] Predicted: 2.9621526255065445 Movie Vector: [1.905825689705361, -0.37540568446492073] User Vector: [1.5966163334767551, -0.014918816425157832] Predicted: 3.0484730334346746 Movie Vector: [2.359139269548806, -0.10349123820392388] User Vector: [1.8937033758774366, -0.10763169144638862] Predicted: 4.478648935927373 Movie Vector: [1.9603091601888452, -0.6207516546339258] User Vector: [1.5045211666182037, 0.18978799389107667] Predicted: 2.8315154133821334 Movie Vector: [2.0159961405863474, -0.2094768938570394] User Vector: [1.860087325193968, -0.27254441519207273] Predicted: 3.8070206262771404 Movie Vector: [1.5614266504636893, -0.12600622943850293] User Vector: [1.8002396151253635, -0.08993616223753644] Predicted: 2.822274628970959 Movie Vector: [2.1671046500878286, 0.12853144344016754] User Vector: [1.931094982208512, -0.2799226353840749] Predicted: 4.148906055327847 Movie Vector: [2.345915965968446, -0.33593433788068283] User Vector: [2.2104800630948866, -0.1543378988565252] Predicted: 5.2374478723314954 Movie Vector: [1.4306198482105628, -0.4599331294119776] User Vector: [1.1440782154436409, -0.6812183779242943] Predicted: 1.950055903290665 Movie Vector: [1.515980634749309, -0.20230391415241145] User Vector: [1.5311038427035437, 0.3384959585090297] Predicted: 2.252644717997675 Movie Vector: [1.8890132686945493, -0.4658335046839518] User Vector: [1.5480442654463142, -1.5825793114906164] Predicted: 3.6614946250665836 Movie Vector: [2.1013298208411317, -0.3695092859033193] User Vector: [1.7425336505704836, -0.815494250724569] Predicted: 3.9629706220064156 Movie Vector: [2.2517181723727817, -0.31820429369585573] User Vector: [2.1653222731050423, 0.3490702863217934] Predicted: 4.764619847484926 Movie Vector: [2.1166179577640016, -0.5504115631355194] User Vector: [2.375780288662284, -0.2829133853311518] Predicted: 5.184338021336415 Movie Vector: [1.8712131294898866, -0.5814571338595669] User Vector: [1.4766769135193782, -0.46723463999134485] Predicted: 3.0348541432013363 Movie Vector: [2.0002148231090437, -0.5001908814801087] User Vector: [1.430555440064063, -0.7032013748457723] Predicted: 3.213153112037551 Movie Vector: [1.9861227610272425, -0.7407266198844513] User Vector: [1.8355830506285409, -0.027924375924619303] Predicted: 3.6663776052001924 Movie Vector: [0.8795401980728708, -1.7397782117774083] User Vector: [1.6065076595904073, -0.4353522095687517] Predicted: 2.170404353778597 Movie Vector: [2.0138134147472915, -0.3886994342471884] User Vector: [1.7677641698046531, -0.19000476432525543] Predicted: 3.6338019436597166 Movie Vector: [1.9921862366838603, 0.3294559284499813] User Vector: [1.9094958041715144, -1.0135591650044604] Predicted: 3.4701481843305384 Movie Vector: [1.8200023789520408, -0.12312640023345942] User Vector: [2.0364712008588963, 0.29244223739243846] Predicted: 3.6703750702641607 Movie Vector: [2.3752036058843595, 0.38059531042815936] User Vector: [1.9499602796686915, -0.4074224776399604] Predicted: 4.476489603247559 Movie Vector: [2.3218515719921284, 0.05985484159184167] User Vector: [1.8597475979367148, -0.36034075935930987] Predicted: 4.296489744707411 Movie Vector: [1.2734250780191398, -0.9689519670183013] User Vector: [2.028435376830814, -0.9640436999314912] Predicted: 3.517172517337782 Movie Vector: [1.1428807685934563, -0.10354774381050964] User Vector: [1.312566644200139, -0.40818215796022117] Predicted: 1.5423735166740744 Movie Vector: [2.0346085513346357, -0.2842717080251549] User Vector: [1.1412217365659358, -0.13468323239893687] Predicted: 2.3602261367024107 Movie Vector: [2.1134296933785257, -0.01019398996840485] User Vector: [1.6733203763060276, -0.04251679038107357] Predicted: 3.5368783855551205 Movie Vector: [2.1667329434827844, -0.38627987779906253] User Vector: [1.8266886306540182, -0.14330579161922063] Predicted: 4.013302577198088 Movie Vector: [1.8134628820629715, -0.2971932951252485] User Vector: [1.695315120671216, -0.19111806676520676] Predicted: 3.131190052757277 Movie Vector: [2.048607047261638, 0.11293540321431049] User Vector: [1.6061800129989747, 0.20231200968289167] Predicted: 3.313279882189123 Movie Vector: [2.135246366222927, -0.10273162281446577] User Vector: [2.0360057240246556, -0.3772143687669143] Predicted: 4.386125668085085 Movie Vector: [1.9897277537860876, -0.9998071475088318] User Vector: [1.9432629011041114, -0.3407054752272282] Predicted: 4.207203896557296 Movie Vector: [2.1209737289676, 0.15161391021232615] User Vector: [1.9550924300109076, -0.38026025487252535] Predicted: 4.0890469376170016 Movie Vector: [1.4746447334163435, -1.0177471790917139] User Vector: [1.775781727491315, -0.14716979746819003] Predicted: 2.7684288183627936 Movie Vector: [1.565254275445273, -0.5991021277116451] User Vector: [1.1177810706977425, -0.275044572475048] Predicted: 1.9143913885067774 Movie Vector: [2.1329141554095754, -0.2278016991545488] User Vector: [1.922827147295798, -0.3062875272206779] Predicted: 4.170998060003736 Movie Vector: [2.1310376411257583, -0.057565785861049754] User Vector: [1.5872996199604734, -0.20984863146178076] Predicted: 3.3946753392623434 Movie Vector: [1.984349519034315, 0.46387902239219575] User Vector: [2.1450927086329457, -0.22184760352181976] Predicted: 4.153703235218049 Movie Vector: [1.6583968121421033, -0.5469679837122953] User Vector: [1.9853127045664263, -0.10312178130823582] Predicted: 3.348840573157165 Movie Vector:
avg loss: 0.9553937510867238: 55%|████████████████████████▊ | 38540/70000 [00:53<00:44, 714.18it/s]
[1.5141101703112034, 0.5557410913802796] User Vector: [1.5745852181438478, 0.3320622143473136] Predicted: 2.568636110220813 Movie Vector: [1.6304846103587254, -1.5873695977888178] User Vector: [1.7493661236657077, -0.2971969113432217] Predicted: 3.324075884142804 Movie Vector: [1.725307606136288, -0.519428742674137] User Vector: [1.5938888261433783, -0.014381557554684881] Predicted: 2.757418709439136 Movie Vector: [2.1546823221161606, -0.39447790446475534] User Vector: [1.8710493932149803, -0.5140960424471612] Predicted: 4.234316580884667 Movie Vector: [2.243343250345306, -0.0764056976783846] User Vector: [1.9215675735355384, -0.28048770804400946] Predicted: 4.332166505196671 Movie Vector: [2.1076983567439163, 0.27507508747661413] User Vector: [2.1544687352140257, -0.4383374403129816] Predicted: 4.420394503128377 Movie Vector: [1.4778708153866649, -0.6194607292537935] User Vector: [1.7586923544243218, -1.029869691946676] Predicted: 3.2370839342570337 Movie Vector: [1.9180407260543224, -0.12688675960794157] User Vector: [1.8476517530631837, -0.22129660482985236] Predicted: 3.5719509190399497 Movie Vector: [2.141738252931405, -0.3909213469707755] User Vector: [2.03002870320426, -0.17742427305599198] Predicted: 4.417149064009656 Movie Vector: [1.3531932117834398, -1.460975567359464] User Vector: [1.5761146173814577, -0.37523312377754076] Predicted: 2.6809940271361987 Movie Vector: [1.8776050786144525, -0.18426457430802454] User Vector: [1.9010758506774843, 0.03692155502871705] Predicted: 3.562666337443178 Movie Vector: [2.35436497080825, -0.2036714453133861] User Vector: [1.7642316379769185, -0.1982264673180313] Predicted: 4.194018239942549 Movie Vector: [1.9323396484868856, -0.5562286444750552] User Vector: [2.239454243423859, -0.6007902436223755] Predicted: 4.661562968364036 Movie Vector: [2.0747351852779663, -0.07388228799088035] User Vector: [1.2836190516978285, -0.2691886998716491] Predicted: 2.6830578880984293 Movie Vector: [1.8379751429481879, -0.5468819260169747] User Vector: [1.95684976043879, -0.5830126190838077] Predicted: 3.915480282187366 Movie Vector: [2.115864725429534, -0.6891323536467421] User Vector: [2.073492566412546, -0.026559250334009524] Predicted: 4.40553261840643 Movie Vector: [2.3330560870658323, -0.35687463782286377] User Vector: [1.9445671396124673, -0.7167036865345838] Predicted: 4.792557570339402 Movie Vector: [1.4919069235150098, -0.4639376411537258] User Vector: [1.6481455899452409, -0.484429736671839] Predicted: 2.683625005936289 Movie Vector: [1.3735345950945674, -0.5764028262943754] User Vector: [2.100099332405849, -0.24264297566429738] Predicted: 3.0244191831478173 Movie Vector: [2.359924165348268, -0.22040173386167017] User Vector: [1.466543571216072, -0.5696541998872272] Predicted: 3.586484386605684 Movie Vector: [1.5231705498270478, -0.5731825760896095] User Vector: [1.6114431795321578, -0.4174813691471755] Predicted: 2.6937958404202385 Movie Vector: [2.2569145572394307, 0.3385170955264986] User Vector: [1.6682990003117377, -0.1355540879162425] Predicted: 3.7193209235034006 Movie Vector: [1.6004556909885284, 0.16250822016060945] User Vector: [1.6438350433420716, 0.37447793094558496] Predicted: 2.6917408922105874 Movie Vector: [1.8338015247438175, -0.2500129832826531] User Vector: [1.8144488935411127, 0.04542295905778587] Predicted: 3.3159828180418622 Movie Vector: [1.8440056983885031, -0.2898027202173982] User Vector: [1.683101531596609, -0.3414880967838258] Predicted: 3.202612994600379 Movie Vector: [1.2429922726542908, -1.0641129497068145] User Vector: [1.7907407381272795, -1.2031436490817737] Predicted: 3.5061576371648764 Movie Vector: [2.0796629065542813, 0.01034781206135309] User Vector: [1.3555290954476749, 0.1721542931151468] Predicted: 2.820824998828318 Movie Vector: [1.8914898497032069, -0.42075828893527467] User Vector: [1.8294020564017024, -0.18417663528741762] Predicted: 3.5377892666353836 Movie Vector: [1.5412330247639288, -0.9682666984846386] User Vector: [1.7391379749322209, -0.5236209459414286] Predicted: 3.1874216061707106 Movie Vector: [1.3867677828611829, -0.8281316526302149] User Vector: [2.387572274376832, -0.6022424680408539] Predicted: 3.809744359701163 Movie Vector: [1.6816997477017879, -0.5610656769536415] User Vector: [2.0747056395894967, -0.37907631087891125] Predicted: 3.7017186576334984 Movie Vector: [1.4901617875554867, -0.56463089803976] User Vector: [1.7693808826374628, -0.033375424039035456] Predicted: 2.655508574585165 Movie Vector: [1.4890953114322045, -1.7496925082459553] User Vector: [1.948600216354332, -0.10868565766487054] Predicted: 3.0918179269990236 Movie Vector: [1.51686427335632, -0.6256169433213116] User Vector: [1.8368639892192362, -0.23314682019541488] Predicted: 2.9321339612571666 Movie Vector: [1.3483162434475053, -0.26433707189689576] User Vector: [1.4460125473484347, 0.178693143540464] Predicted: 1.9024469834872613 Movie Vector: [1.5650595830210892, -0.8880753349315748] User Vector: [2.0097893715360513, -0.6439285861288025] Predicted: 3.717297210574781 Movie Vector: [1.8544852620972596, -0.5119192158248974] User Vector: [2.143133141887965, -0.042410129363273846] Predicted: 3.996119386510106 Movie Vector: [1.7753187631880412, -0.43281096751554016] User Vector: [1.8801104221791978, 0.412655809125954] Predicted: 3.159193349361407 Movie Vector: [1.6467413618337454, -0.5315584970012619] User Vector: [1.8066970426365987, -0.1687502012982448] Predicted: 3.0648633517831483 Movie Vector: [1.3524810546225288, -0.2638223991836596] User Vector: [2.2906293508483664, -0.5077509029245456] Predicted: 3.2319888615819403 Movie Vector: [1.8106666754693823, 0.09632638351343713] User Vector: [1.861682261502559, 0.17998227237478537] Predicted: 3.3882230726095535 Movie Vector: [2.1565064325669145, 0.12450446416651692] User Vector: [1.9481633582413451, -0.2659519759771712] Predicted: 4.16811460547556 Movie Vector: [1.135974394864989, -1.1599560813552885] User Vector: [1.7951186873995064, -0.2159293482163975] Predicted: 2.2896774252361816 Movie Vector: [2.1363097292816344, -0.010775340500065378] User Vector: [2.503503818551739, -0.2535004891513708] Predicted: 5.350991118953343 Movie Vector: [2.1736270396868567, 0.0034229023972415003] User Vector: [2.102481175109873, -0.2291315820079519] Predicted: 4.569225637610078 Movie Vector: [1.7260281630040724, 0.8634840234664375] User Vector: [1.8078925800383874, -0.5171394152904181] Predicted: 2.6739318858242993 Movie Vector: [1.0283415211466032, -0.053413059078331715] User Vector: [1.785403174212887, -0.20600872971016268] Predicted: 1.847007772480715 Movie Vector: [2.1854255014704553, -0.29163505075649726] User Vector: [2.08666865603275, -0.6951179109699651] Predicted: 4.762979641260529 Movie Vector: [2.009665488094616, -0.2081693938803942] User Vector: [2.0841855956710753, -1.0064641651315334] Predicted: 4.398030897621847 Movie Vector: [2.2053037031179072, -0.008042350331811863] User Vector: [2.0291394452568725, -0.4543001796867054] Predicted: 4.478522373968442 Movie Vector: [2.0668150761211703, 0.009837862077024733] User Vector: [1.741408025658534, -0.3222542050349815] Predicted: 3.5959980686865842 Movie Vector: [1.8003861903265044, -0.4980621504329456] User Vector: [1.7708712724675884, -0.3626318956431229] Predicted: 3.36886540555616 Movie Vector: [2.1701075485753627, 0.062002431703253064] User Vector: [2.0481590053468013, -0.018308166815451346] Predicted: 4.443590167323113 Movie Vector: [1.7191976656492496, -0.623577051347987] User Vector: [1.4498959732346575, 0.1779317988391141] Predicted: 2.3817035861581317 Movie Vector: [2.2305021723391225, 0.2317126359464771] User Vector: [1.9075650637314892, -0.4905672702480652] Predicted: 4.141157383233057 Movie Vector: [1.466312326831743, -0.6192005588442532] User Vector: [2.0608396782788074, 0.014353449954792971] Predicted: 3.0129469596508285 Movie Vector: [1.0579889179367625, -1.836016745416945] User Vector: [1.741692001777696, 0.2612043154725661] Predicted: 1.3631153391570967 Movie Vector: [1.2898347508731693, -0.6033050051618069] User Vector: [1.6129022530097077, -0.01674255811629102] Predicted: 2.090478244804321 Movie Vector: [1.1502730337866918, 1.350270627944485] User Vector: [1.7845372244321054, -0.039118249381876254] Predicted: 1.9998848238958453 Movie Vector: [2.0528346439744003, 0.17683166996591204] User Vector: [1.9744427716203055, 0.8614102238102791] Predicted: 4.20552913252908 Movie Vector: [1.3467998639513614, -0.8264379239935928] User Vector: [1.5158554664990673, -0.10001035213301239] Predicted: 2.124206283845546 Movie Vector: [1.7882716778263938, -0.4973317820266356] User Vector: [1.0805818923248458, -1.449578961480675] Predicted: 2.6532956817180757 Movie Vector: [1.5559626185820374, -0.48276515474412585] User Vector: [1.9332306456964805, -0.2502419763334174] Predicted: 3.128842724229017 Movie Vector: [2.1752079228723855, -0.3475755041290466] User Vector: [2.1677800182093123, 0.09256362660855848] Predicted: 4.683199421470857 Movie Vector: [1.4129953751374869, -0.7022216236890999] User Vector: [1.7469569249376056, -0.7838346525906806] Predicted: 3.0188676979472517 Movie Vector: [2.186063176884103, -0.6693587595993659] User Vector: [1.640105985829269, -0.12146456273189] Predicted: 3.6666786708540626 Movie Vector: [2.195957424579774, 0.1806361586512979] User Vector: [1.9658005819459161, -0.28199423356902154] Predicted: 4.2658760280536505 Movie Vector: [2.085562088645178, -0.020118289079659707] User Vector: [1.812716615529324, 0.6589971287269187] Predicted: 3.7672751560667606 Movie Vector: [2.2365450770266033, -0.015036922249260114] User Vector: [2.338072015458597, 0.3712174500035013] Predicted: 5.223621487974322 Movie Vector: [1.706916938821466, -0.41040722166156] User Vector: [2.058919736326117, -0.3465753336516834] Predicted: 3.6566419933892913 Movie Vector: [1.772309566338915, -0.23621239629032448] User Vector: [1.9977062698383796, -0.37533816682390825] Predicted: 3.629213460574483 Movie Vector: [2.0741950754382503, 0.05108730803126369] User Vector: [2.0392170880968004, -0.7738001485083296] Predicted: 4.190202675338429 Movie Vector: [0.7545361911864712, -0.7126019145730598] User Vector: [1.971271931113331, -0.6095202983324721] Predicted: 1.921741346257915 Movie Vector: [2.3345299980275938, -0.21053779640301995] User Vector: [1.852169439197546, -0.26094044022315865] Predicted: 4.378882942513635 Movie Vector: [1.9539828750310344, -0.49534554164337663] User Vector: [2.0133460574733477, -0.19356837458410464] Predicted: 4.029926949167562 Movie Vector: [1.9511050007388808, 0.38531631034770025] User Vector: [1.7909439831964338, -0.5738369091365944] Predicted: 3.2732110410879307 Movie Vector: [2.099147874802764, 0.19703721408532887] User Vector: [2.067585975575528, 0.6474827534599239] Predicted: 4.46774690451141 Movie Vector: [1.1181120283222108, -0.5583408294648957] User Vector: [1.8044195487129695, -0.37191275255030837] Predicted: 2.225197276303218 Movie Vector: [1.9952737177370719, -0.36960713214074886] User Vector: [1.6187482380166758, 0.37658499152932123] Predicted: 3.0906573162214666 Movie Vector: [2.222044740361508, 0.31904199994008003] User Vector: [1.5019673055148879, -0.387409306420597] Predicted: 3.213838711498476 Movie Vector: [1.9172458724070238, -0.6900412156646346] User Vector: [2.3738471350615673, 0.12327730813630908] Predicted: 4.466182197851786 Movie Vector: [1.7330794785652943, -0.5293770175950161] User Vector: [1.801797086821566, -0.5359509270252962] Predicted: 3.4063776590351216 Movie Vector: [1.677175311708849, -0.13178878765411992] User Vector: [2.039864364987057, -0.3674522124942501] Predicted: 3.469636233796382 Movie Vector: [1.6897936455982279, -1.1179025361457606] User Vector: [2.2214979794338485, -0.68677885810169] Predicted: 4.521624996599789 Movie Vector: [1.8576793765111232, -0.7054875036320639] User Vector: [2.112981833434608, -0.5983650650895485] Predicted: 4.347381850944796 Movie Vector: [1.988630534530171, 0.2575190068179631] User Vector: [1.587829220125964, -0.26779753178290217] Predicted: 3.0886427163486854 Movie Vector: [1.7354606325740451, -0.6426886762317316] User Vector: [1.8575580662278106, -0.5636060168021007] Predicted: 3.5859421015135178 Movie Vector: [1.8852462123243265, -0.9552903818831631] User Vector: [2.294127032960063, -0.4363302439758286] Predicted: 4.741816384873648 Movie Vector: [1.2186974687333483, -0.7219841026205314] User Vector: [1.7726869205144213, -0.1961304328775495] Predicted: 2.301972117465313 Movie Vector: [1.8081318583828605, 0.35668785419636473] User Vector: [1.8685072991417873, -0.6296566993557331] Predicted: 3.153916678225617 Movie Vector: [2.116574423451064, -0.5309226569081237] User Vector: [2.0411885154444325, -0.32830671571763065] Predicted: 4.494632879021317 Movie Vector: [1.944096024418689, -0.09847054527609711] User Vector: [1.7847745907862673, -1.1879010127836056] Predicted: 3.5867464468939043 Movie Vector: [1.6168791730258658, -0.4104934146847783] User Vector: [2.19781787088665, -0.7436441662889841] Predicted: 3.8588669746710558 Movie Vector: [1.9347098910898441, 0.2735764368242775] User Vector: [0.8376316428458161, -0.18969022431775348] Predicted: 1.5686794488343871 Movie Vector: [1.9283114503580085, -0.07721568124563583] User Vector: [1.5428269137318922, -0.48356503162225606] Predicted: 3.012389607012995 Movie Vector: [2.0294446673286815, -0.2905311176344591] User Vector: [1.8260546175608157, -0.25858529507381367] Predicted: 3.7810038806413435 Movie Vector: [1.9027337511439917, -0.9586164148229676] User Vector: [1.7112309358573623, -0.379410001810329] Predicted: 3.619725513340916 Movie Vector: [1.8282633572176104, 0.4909013543107784] User Vector: [1.993993879796791, 0.18804089871167065] Predicted: 3.7378554767920242 Movie Vector: [1.172082550584923, -1.3004623157005057] User Vector: [1.9006334976425527, -0.09803789060942401] Predicted: 2.355193939892351 Movie Vector: [2.1537803894825474, -0.6669679295619315] User Vector: [1.6882909973285318, -0.1899669418195427] Predicted: 3.762909899656716 Movie Vector: [2.3963469946634155, -0.2083884836549123] User Vector: [1.862450733795625, -0.17315081938547225] Predicted: 4.499160855335163 Movie Vector: [1.6725077286588346, -0.3779434739452335] User Vector: [1.9982777537100487, -0.043514093267065575] Predicted: 3.358580854662003 Movie Vector: [1.8085763847140133, -0.08067123903773396] User Vector: [1.9756892753251725, -0.49637036393063305] Predicted: 3.613227779165744 Movie Vector: [1.4127865874735448, -0.10827376253004796] User Vector: [1.8480180986744803, 0.31692194886673813] Predicted: 2.5765408513835104 Movie Vector: [1.8068963828916371, -0.2964530335586886] User Vector: [1.9533721176102248, -0.6668936709539877] Predicted: 3.727243665566692 Movie Vector: [1.956889026536755, -0.4535937713484357] User Vector: [1.8447741184953221, -0.35245183662981205] Predicted: 3.76988818671811 Movie Vector: [2.0132774176587627, -0.5349929182503569] User Vector: [2.0682755374937134, -0.4918269022410467] Predicted: 4.427136342836103 Movie Vector: [1.8428582705535752, -0.5483367771108568] User Vector: [2.109080117331128, -0.7211154182686274] Predicted: 4.28214984186214 Movie Vector: [1.8231734986872539, 0.06669108585368434] User Vector: [1.9495162494363771, -0.3806588578959424] Predicted: 3.528919808659669 Movie Vector: [1.681019861062915, -0.8405956497726232] User Vector: [1.8199157293705386, -0.5104356760117635] Predicted: 3.488384495276913 Movie Vector: [2.169351057724496, -0.354595262074699] User Vector: [1.549165281517864, 0.32273204564470315] Predicted: 3.2462440877455583 Movie Vector: [2.04121696363566, -0.760460967259001] User Vector: [2.0856401332227987, -0.6102413781974936] Predicted: 4.721308768699247 Movie Vector: [1.3586763388650929, -1.1195385112175562] User Vector: [1.7431988555855813, 0.055136897184625] Predicted: 2.306715159233607 Movie Vector: [2.081512358671, -0.21907648582330153] User Vector: [1.810084401477326, 0.17817239797566306] Predicted: 3.7286796690934354 Movie Vector: [1.5961045151974238, -0.2799039924914172] User Vector: [1.8798767006683106, 0.18463336576301156] Predicted: 2.948800073726931 Movie Vector: [1.5454526536765691, 0.25489276905086694] User Vector: [2.079330956315227, -0.061830019969271455] Predicted: 3.197747519308768 Movie Vector: [1.8400893497385313, -0.8543283547253008] User Vector: [1.9266518804779107, -0.3620787812287462] Predicted: 3.854545775369214 Movie Vector: [2.2787302525224793, -0.4789216438411114] User Vector: [1.6406759547798895, -0.2320018743059088] Predicted: 3.849768651759942 Movie Vector: [2.427315755594552, 0.4971859531167107] User Vector: [2.047192627459717, 0.05097801052521497] Predicted: 4.994528470120952 Movie Vector: [1.7277891830174619, -0.4139206199104857] User Vector: [1.8690965990370538, -0.4752625530658972] Predicted: 3.426125856416224 Movie Vector: [2.127411843574164, 0.7557877539805684] User Vector: [1.9833375137616216, -0.4579709624493495] Predicted: 3.8732468714834964 Movie Vector: [2.107861092738409, -0.12918324827905261] User Vector: [2.2596046463933965, 0.12315344725557191] Predicted: 4.747023356750334 Movie Vector: [1.9983105991215184, -0.28558787126518503] User Vector: [1.922947108889002, -0.12279554145809232] Predicted: 3.8777145065288456 Movie Vector: [2.222552201964328, 0.23375712467164123] User Vector: [2.060568683636295, -1.0040178285184347] Predicted: 4.34502514440105 Movie Vector: [1.650391855317592, -0.29751120090629973] User Vector: [1.9351939457060219, -0.3127156735474085] Predicted: 3.286864742032445 Movie Vector: [1.9693571221026027, -0.3488897502743352] User Vector: [1.7848376803999748, -0.07410028618076353] Predicted: 3.5408356280336424 Movie Vector: [1.3370880970592292, -1.38527266240928] User Vector: [1.6300268695398983, 0.15004534801825392] Predicted: 1.9716358064171415 Movie Vector: [1.7579900919397453, -0.6370180108137954] User Vector: [2.1239036353025327, 0.09957461426993325] Predicted: 3.670370724386875 Movie Vector: [1.234527311120769, -1.2790846747900253] User Vector: [1.7022182179554217, -0.042656177231180495] Predicted: 2.155995742134824 Movie Vector: [1.6438676065627855, -0.5708020774120711] User Vector: [1.7779592486563567, -0.2960069622394286] Predicted: 3.0916910036295957 Movie Vector: [2.22924391688707, -0.17651928174598192] User Vector: [1.9281676000846504, 0.2767038292453086] Predicted: 4.249512332032703 Movie Vector: [2.4432446281701212, -0.17628366379238292] User Vector: [1.858462128090227, -1.247653450448124] Predicted: 4.760618532502262 Movie Vector: [1.95151093384187, -0.15867306025402325] User Vector: [1.6099454481840896, -0.49723857951180744] Predicted: 3.220724512107702 Movie Vector: [1.6893072889287728, 0.3967298097398039] User Vector: [2.2333012111656947, -0.0030697629329373096] Predicted: 3.771514147931334 Movie Vector: [1.903540704891865, -0.3753843335190159] User Vector: [1.8202565976480762, -0.20307307549107578] Predicted: 3.541162978069962 Movie Vector: [1.9658722457610058, -0.11296424970279582] User Vector: [1.3829674719183458, -0.5265705792692511] Predicted: 2.778221020237257 Movie Vector: [2.3449658491126097, -0.3612641855997413] User Vector: [1.8666442676755153, -0.44000000724250643] Predicted: 4.5361733044212444 Movie Vector: [1.2105560557527688, -0.5972265586596806] User Vector: [1.726731707901383, -0.18323786050578064] Predicted: 2.1997400425063702 Movie Vector: [2.0526980708225944, 0.07687090018292456] User Vector: [1.9344975074531798, -0.9111915248029314] Predicted: 3.9008951888096064 Movie Vector: [1.5066327086756828, 0.2474145300232991] User Vector: [2.038809485051103, 0.2231399841208696] Predicted: 3.1269451312368886 Movie Vector: [1.299268422907294, -0.6116777903465963] User Vector: [1.9340089929322952, -0.6143640151479476] Predicted: 2.8885896373898268 Movie Vector: [1.8077573398655942, -0.18754771775690413] User Vector: [1.7325937155680469, -0.39017278524474114] Predicted: 3.205285021726644 Movie Vector: [2.2589233207638553, -0.19561229510565756] User Vector: [2.224920041769095, 0.2374384694056857] Predicted: 4.979477885240279 Movie Vector: [2.1090130901260213, 0.06308447035956244] User Vector: [1.5553067923444523, -0.0027658797273165774] Predicted: 3.279987900158688 Movie Vector: [1.2343259238218398, 0.010487889679463586] User Vector: [1.6972142427283516, -0.5134272412854235] Predicted: 2.0895307698142243 Movie Vector: [1.7551801245304772, -0.5519951351285152] User Vector: [2.076223561502389, -0.35073582597160524] Predicted: 3.8377507988824817 Movie Vector: [2.0867653382121634, -0.5261281350894471] User Vector: [2.049051096705637, 0.8881803177921304] Predicted: 3.8085921506078164 Movie Vector: [1.833384487560154, -0.5048194090010173] User Vector: [2.1565976262457633, 0.4682064898049434] Predicted: 3.717512910394261 Movie Vector: [1.0560572475119276, -0.7707468091626591] User Vector: [0.9599287820056632, -0.24268971508663273] Predicted: 1.200792070851995 Movie Vector: [1.8290911781429813, -0.7366933287544852] User Vector: [1.5059457922748472, -0.12607192192491656] Predicted: 2.8473885072368077 Movie Vector: [1.2877678138098736, -0.3925203202587964] User Vector: [2.139661985325488, -0.25924541512233923] Predicted: 2.8571469305041433 Movie Vector: [2.2043552734528147, 0.11797241759660809] User Vector: [2.194821207744535, -0.01210670046118553] Predicted: 4.836737446855218 Movie Vector: [1.5978560706219775, -0.662506504756538] User Vector: [1.9304434689495695, -0.7360120131516645] Predicted: 3.5721835621455513 Movie Vector: [1.2047601922755387, -1.1708182704041417] User Vector: [1.8711627242657882, -0.11539479395876832] Predicted: 2.389408696541719 Movie Vector: [1.8167004618782212, -0.44937169343809663] User Vector: [1.7969854041065658, -0.36820043539356523] Predicted: 3.430043066806271 Movie Vector: [2.0705945259560803, 0.1880954814801799] User Vector: [2.323305645667548, 0.3713167284650591] Predicted: 4.880466950864362 Movie Vector: [1.4049314913465096, -1.3466547229111023] User Vector: [1.9263744950482207, 0.0002767515487983531] Predicted: 2.706051503439714 Movie Vector: [1.7786602185046736, -0.6360489367722981] User Vector: [2.1649637724828974, 1.166854129859957] Predicted: 3.108558607953342 Movie Vector: [0.9217523187774257, -1.1794399766874322] User Vector: [1.9487825271703398, -1.3898061028108823] Predicted: 3.4354876907115104 Movie Vector: [1.538114162363363, -0.681395291231318] User Vector: [1.7033673882642086, -0.19463569509482462] Predicted: 2.7525973497402205 Movie Vector: [1.6384358821637959, 0.3967997345479994] User Vector: [1.977468784458628, -0.47406126450680913] Predicted: 3.0518484284000507
avg loss: 0.9553840539841723: 55%|████████████████████████▊ | 38667/70000 [00:53<00:35, 874.26it/s]
Movie Vector: [1.9885521065480753, -0.17011338583813526] User Vector: [1.677240141960491, -0.35779313780597666] Predicted: 3.3961448195843524 Movie Vector: [1.9251423671949717, 0.6184436475250524] User Vector: [1.875699325694184, -0.3735941823299689] Predicted: 3.3799412911986284 Movie Vector: [2.1649606522439924, -0.2059953358904566] User Vector: [1.8484050623293091, -0.34509015077146055] Predicted: 4.072811190872214 Movie Vector: [1.8856531000562964, -0.5073628745293107] User Vector: [1.9246648934408042, -0.27131382516132063] Predicted: 3.766904885119564 Movie Vector: [1.836008052789204, -0.69935050669993] User Vector: [1.7312357869902821, -0.28591689736833953] Predicted: 3.3785189732396335 Movie Vector: [1.9744870850438847, -0.38794242166447085] User Vector: [2.024827821530652, -0.7229165732211086] Predicted: 4.278446389126594 Movie Vector: [1.7837194718804945, 0.15456244699956978] User Vector: [2.146214017262348, -0.4903658930576289] Predicted: 3.7524515810575934 Movie Vector: [1.904101566232904, 0.6226344689020779] User Vector: [1.8530645230535026, 0.032601185264817485] Predicted: 3.548721682349741 Movie Vector: [1.5333126948205962, 0.25525375723132526] User Vector: [1.8928593994506493, -0.5302929205406145] Predicted: 2.766986086287006 Movie Vector: [0.129746358990448, -0.047972056250913636] User Vector: [1.3280083269628318, -0.4095812115226346] Predicted: 0.191952698050905 Movie Vector: [1.6171903972344466, -0.2823767796596644] User Vector: [1.9800473490529416, -0.0511697444424776] Predicted: 3.216562706609614 Movie Vector: [2.265156011197314, -0.33029559816109755] User Vector: [1.8440559139716255, -0.6037903122011723] Predicted: 4.376503620849147 Movie Vector: [1.7710153219480633, -0.4200635756644294] User Vector: [2.137304008822694, 0.08518996200249734] Predicted: 3.749412947236524 Movie Vector: [1.4989912680001292, 0.24657820325343377] User Vector: [2.1718885846948055, 0.4639961494973426] Predicted: 3.370053360386239 Movie Vector: [1.1382690504852468, -0.8417225830888608] User Vector: [2.172522362386286, -0.5471584878405292] Predicted: 2.9334706223355287 Movie Vector: [2.365532133275977, -0.4505256817977629] User Vector: [1.9680271375944713, -0.7162987816439204] Predicted: 4.978142430109899 Movie Vector: [2.4767400677742004, -0.18202890051742748] User Vector: [1.3797628387976524, 0.2033700681247485] Predicted: 3.380294676977118 Movie Vector: [1.634082908149812, -0.09257487104879618] User Vector: [1.5874911849502737, -0.47552321406944686] Predicted: 2.6381137123889227 Movie Vector: [1.3930142630219182, -0.6796592248015905] User Vector: [2.020454879001225, -0.7357473660476425] Predicted: 3.314579948698683 Movie Vector: [1.9890146637324861, -0.9164346892865511] User Vector: [1.487938468181835, -0.3894235720374284] Predicted: 3.3164127021863026 Movie Vector: [1.6784419275521747, -0.21756011698937058] User Vector: [1.9781578967096416, -0.46947228832321714] Predicted: 3.422361599126753 Movie Vector: [1.5468331499874546, -0.8633113077312837] User Vector: [2.136087708353965, -0.22395269170612706] Predicted: 3.4975121697094043 Movie Vector: [1.9311356943318545, -0.243927481870762] User Vector: [1.6619120891847163, -0.4803782213328445] Predicted: 3.3265552061415065 Movie Vector: [1.7941790305826522, -0.2403213309933874] User Vector: [1.7303971271187524, -0.23088452755585423] Predicted: 3.1601287170249317 Movie Vector: [1.9473810183525657, -0.006021403582528138] User Vector: [2.24094010792085, -0.45529387372315333] Predicted: 4.366705737592354 Movie Vector: [1.3670738245303098, -0.5518697876050547] User Vector: [2.0085955821284482, -0.7197273022907351] Predicted: 3.1430941978437685 Movie Vector: [2.1655983701890316, -0.6682976918226115] User Vector: [1.527280765448496, -1.844568248958348] Predicted: 4.5401974396644595 Movie Vector: [1.8323879599291233, -1.2792059582916595] User Vector: [1.9208049297673528, -0.2935179372790112] Predicted: 3.895129720910991 Movie Vector: [2.2683417700924053, 0.5272618223452876] User Vector: [1.937607005227333, -0.6593524051648206] Predicted: 4.047503553265861 Movie Vector: [2.012891482560762, -0.007523068632421992] User Vector: [1.4851891118642575, -0.48125703198045333] Predicted: 2.993145042944971 Movie Vector: [1.9492678800691667, -0.050276223098978765] User Vector: [2.0027712691001227, -0.5116260702595364] Predicted: 3.929660332433853 Movie Vector: [1.4981414441290568, -0.7865498990491551] User Vector: [1.6836865518953592, -0.21244741639376946] Predicted: 2.689501096234959 Movie Vector: [2.0153186270943144, 0.23573904144350144] User Vector: [1.9711126848653122, -0.2959875289722599] Predicted: 3.9026442935517975 Movie Vector: [2.0150408022819675, -0.18016273383740744] User Vector: [1.920444704470004, -1.263205737010986] Predicted: 4.097357037012389 Movie Vector: [1.4431359580918073, -0.32924606968768777] User Vector: [1.921266953247818, -0.5920856807875716] Predicted: 2.967591308643084 Movie Vector: [2.367204128927435, 0.4956890880460669] User Vector: [1.9367321770946404, -1.1634542147154432] Predicted: 4.007928847569402 Movie Vector: [1.1726990394601955, -0.1955477711810661] User Vector: [2.544549769814745, 0.14802173064458857] Predicted: 2.9550457514064994 Movie Vector: [1.4768804732710503, -0.8455207820494044] User Vector: [1.8830260801468461, -0.957946992096754] Predicted: 3.590968538348527 Movie Vector: [0.011794229694898087, -1.1186236350571794] User Vector: [1.5835049038731832, -0.21998621178944622] Predicted: 0.2647579964536467 Movie Vector: [1.7972561974278567, -0.18518290484296576] User Vector: [2.0328106318458894, -0.337082682549374] Predicted: 3.7159034566090146 Movie Vector: [1.5072966609949048, -0.9108893778654246] User Vector: [1.7898426497433042, -0.19707534739701674] Predicted: 2.8773376902474364 Movie Vector: [1.4120222164518208, -0.7017849812685537] User Vector: [2.1660453452930115, -0.3605226857670403] Predicted: 3.3115135556736983 Movie Vector: [2.1247380999609935, -0.12826341408498868] User Vector: [1.9864655085792424, -0.44051123667129805] Predicted: 4.277220425494969 Movie Vector: [1.6523370379838407, 0.6380302044082645] User Vector: [1.9558242869167264, -0.38706505507667827] Predicted: 2.984721712850972 Movie Vector: [1.7921156890242946, -0.6246333640459492] User Vector: [2.0703079907442556, -0.06331818505408608] Predicted: 3.7497820822607624 Movie Vector: [1.9689351432068574, -0.16592864526790596] User Vector: [1.9229003426922082, -0.1308162672130947] Predicted: 3.8077722276088717 Movie Vector: [1.82738177061793, 0.5026717291977753] User Vector: [2.2948207501619926, -0.4472765665536859] Predicted: 3.9686803205426036 Movie Vector: [1.5553683818781907, -0.18220545212742267] User Vector: [1.7082212561963952, -0.5359350311065394] Predicted: 2.754563615793809 Movie Vector: [2.2409485793933674, 0.6688965424530007] User Vector: [1.8473590192368035, -0.4700549544799635] Predicted: 3.825418435973689 Movie Vector: [1.4787577971397612, 0.3274879586446917] User Vector: [1.4126919758529026, -0.6521206320582282] Predicted: 1.8754676196664195 Movie Vector: [2.0122763013479745, -0.9043983330624703] User Vector: [1.8217415371030727, -0.06736595863853884] Predicted: 3.726772982991595 Movie Vector: [1.3414864497348111, -1.1595193757710087] User Vector: [1.7861124002000195, -0.2916859776885908] Predicted: 2.7342611253422775 Movie Vector: [1.531611659256942, -1.5583181490842506] User Vector: [1.5378726298177714, -0.0032873676755457056] Predicted: 2.36054641499255 Movie Vector: [1.6321297599537536, -0.7568293082200256] User Vector: [1.971568733312088, -0.8275575762907086] Predicted: 3.8441758314093226 Movie Vector: [1.6336322844983284, 0.580501725879391] User Vector: [2.1425038583445954, -0.35321802727672214] Predicted: 3.2950197982081133 Movie Vector: [2.080758099886138, -0.9069307131580303] User Vector: [1.8718918272605787, -0.2229001914616601] Predicted: 4.097109111288497 Movie Vector: [2.237567342420111, -0.473100950078999] User Vector: [1.9000988119309723, -0.240944292358894] Predicted: 4.3655900225791004 Movie Vector: [1.5233124360951678, -0.3415703172296701] User Vector: [2.0576645326660152, -0.4397079996429346] Predicted: 3.2846571728485534 Movie Vector: [1.2697873246698494, -0.3536246647344766] User Vector: [1.954549407502397, 0.1866586649492692] Predicted: 2.4158549552750377 Movie Vector: [1.839821339564634, -0.1202803490926945] User Vector: [1.7726873782582713, -1.279209958086245] Predicted: 3.4152918872179163 Movie Vector: [2.0157592202485053, -0.13195892136881462] User Vector: [2.01428184493552, 0.029751340227350546] Predicted: 4.0563812463422675 Movie Vector: [1.8232442421163595, -0.73258256535637] User Vector: [2.018880710490442, -0.2969087336592925] Predicted: 3.8984227927023185 Movie Vector: [0.8790492174436418, -1.4072629242006607] User Vector: [2.3612965923054334, -0.46729847947830383] Predicted: 2.73330774632359 Movie Vector: [1.568079524611333, -0.5997973170196277] User Vector: [2.1857075829722223, 0.04249711050462088] Predicted: 3.4018736547847097 Movie Vector: [1.9546923996077759, -0.4423670728705904] User Vector: [1.8971203565139807, -0.6612006672183213] Predicted: 4.000780145756522 Movie Vector: [1.8226268776080083, -0.301823524553593] User Vector: [1.871977631899466, -0.509093257363423] Predicted: 3.5655730674448556 Movie Vector: [1.9381710691288843, -0.4023146014703674] User Vector: [2.0838089290924753, -0.0172896080976042] Predicted: 4.045734041750845 Movie Vector: [1.4422428969688235, 0.3443438056276397] User Vector: [1.8391765012978714, -0.26046379691669186] Predicted: 2.5628501502103087 Movie Vector: [1.2712608692160772, -0.12639688110245045] User Vector: [2.321657086006899, -0.53147507516032] Predicted: 3.01860859706275 Movie Vector: [1.743432114967326, -0.5849891440865622] User Vector: [1.806871691852486, -0.8268078024834332] Predicted: 3.633831723899845 Movie Vector: [1.6179711568362676, -0.3890848609231605] User Vector: [1.827556282613269, -0.37576232450666897] Predicted: 3.10313678453402 Movie Vector: [1.9202703097988434, -0.4292525995697765] User Vector: [1.8261239753755347, -0.2789108011653582] Predicted: 3.6263748383737924 Movie Vector: [1.1284665053108147, -0.11797804052473972] User Vector: [1.9766447877587674, -0.6251210674512325] Predicted: 2.3043279945116035 Movie Vector: [2.0401523607954495, -0.029617846307393995] User Vector: [1.936671549187882, -0.06344086693768336] Predicted: 3.952984015007606 Movie Vector: [1.791368104596672, -0.2933225519445466] User Vector: [1.6670876070884373, -0.26403700031104693] Predicted: 3.063815573645635 Movie Vector: [1.8436962436842144, 0.4923567318173489] User Vector: [1.8580887772091568, -0.7315806333677027] Predicted: 3.0655526492665293 Movie Vector: [1.7239473317517064, 0.0643243059018552] User Vector: [2.050549484740458, -0.03445584108832347] Predicted: 3.532822964780878 Movie Vector: [1.5610795990905424, -0.13649920741309682] User Vector: [1.7364281355142555, -0.980868658836598] Predicted: 2.8445903321456747 Movie Vector: [2.366750749104766, 0.49596144716303187] User Vector: [1.8784343280750349, 0.040897021661287766] Predicted: 4.466069199163487 Movie Vector: [1.9689757944140402, -0.31585806087556934] User Vector: [2.0638558134713585, -0.29001787575749943] Predicted: 4.155286623741819 Movie Vector: [2.0224710914662754, -0.28283928496852595] User Vector: [1.7978029642920879, -0.21100974853498122] Predicted: 3.6956863698301468 Movie Vector: [2.0179214519900452, -0.5649245269171099] User Vector: [2.070926083475018, 0.055098508609793255] Predicted: 4.14783967041974 Movie Vector: [1.8019436205602286, -0.5822866882712069] User Vector: [2.1765065877844174, -0.34113535523863353] Predicted: 4.1205807372195675 Movie Vector: [2.0910384924859717, -0.6888143558172445] User Vector: [1.8458667488946738, 0.03407236397099311] Predicted: 3.83630889049885 Movie Vector: [2.289208850992586, -0.1266250624961218] User Vector: [1.7809572946625802, -0.3568670440128126] Predicted: 4.122171513932319 Movie Vector: [1.5118196155922439, -1.0524926442990796] User Vector: [1.8402877440435161, -0.36014884237626316] Predicted: 3.1612371172328317 Movie Vector: [1.7033369842264343, -1.088383215003459] User Vector: [1.6631204818566718, -0.6491800150496424] Predicted: 3.539411257866681 Movie Vector: [1.8085942798845955, -0.35381742615896516] User Vector: [2.0478856724672645, -0.3386359612732906] Predicted: 3.823609617304496 Movie Vector: [1.6147012250609047, -0.6993108373827086] User Vector: [2.0102785103538974, -0.3205532335599124] Predicted: 3.470165523568566 Movie Vector: [1.8227770169166357, 0.3647169143805433] User Vector: [1.9074368477669366, -0.7299919539214621] Predicted: 3.210591634372628 Movie Vector: [1.5224965822751464, -0.8744383174013313] User Vector: [1.967923044055761, -0.669281005571906] Predicted: 3.581401065136367 Movie Vector: [1.5392148621690138, -1.023098497119099] User Vector: [2.0661267919955204, -0.3695158568802229] Predicted: 3.558264183200924 Movie Vector: [2.149454052457478, -0.21238876756299002] User Vector: [2.150406790306502, 0.08208213951613748] Predicted: 4.604767265405622 Movie Vector: [1.9151125697100082, -0.23929597328728872] User Vector: [2.0812229573223107, -0.6435303192472615] Predicted: 4.139770460021146 Movie Vector: [2.1549312364669957, 0.5157091197046263] User Vector: [2.2119141905402673, -0.48467285684301314] Predicted: 4.516572769232595 Movie Vector: [1.4023099406883501, -1.0678123731196831] User Vector: [1.9157662866572591, -1.0858028240501805] Predicted: 3.845931798104159 Movie Vector: [2.0978742935460755, -0.44852494622831923] User Vector: [1.8226294601346216, -0.3745775369838518] Predicted: 3.9916548607102023 Movie Vector: [1.5677468133716577, -0.18608904451537422] User Vector: [1.8258376420859528, -0.14315407944764477] Predicted: 2.889090550977164 Movie Vector: [2.151536969680669, 0.0038662967061296703] User Vector: [1.7250647144329412, -0.9158790905070587] Predicted: 3.7079994478832585 Movie Vector: [1.4135225782904217, -1.0112886352451413] User Vector: [2.07947701584306, -0.21707943789061082] Predicted: 3.1589176814143327 Movie Vector: [2.0412947479277332, -0.7592522291223986] User Vector: [1.9922067196747821, -0.1366569437233504] Predicted: 4.170438202805479 Movie Vector: [2.0498298871781917, -0.11165204615170424] User Vector: [1.8579029238972924, -0.3092300803851487] Predicted: 3.842911112087077 Movie Vector: [1.9537354931029083, -0.05726199317088691] User Vector: [1.7893318093333503, -0.338816267376579] Predicted: 3.5152823596213154 Movie Vector: [2.078234703679249, 0.24240669182121732] User Vector: [2.015219002741339, -0.1844644774588497] Predicted: 4.143382643271608 Movie Vector: [2.0468124076147745, 0.006175747852327056] User Vector: [2.1433456161486926, -0.042468781572141553] Predicted: 4.3867641244532924 Movie Vector: [1.6623413133157405, -0.4219070394326465] User Vector: [1.8222796478259042, -0.13759477988473526] Predicted: 3.087302949218014 Movie Vector: [1.3798524064493578, -0.8342336250569525] User Vector: [2.0085521691779187, -0.630512997425603] Predicted: 3.2975006876071147 Movie Vector: [1.9851728408512244, -0.1963417659518249] User Vector: [2.0371716064580667, -0.6478157877803656] Predicted: 4.171331041078082 Movie Vector: [1.837087306927288, -0.24604652375798877] User Vector: [1.9461171254315721, 0.0036230048914739597] Predicted: 3.574295641165057 Movie Vector: [2.0337442935249905, 0.5424391727109736] User Vector: [1.4784817687560967, -0.05267671790625764] Predicted: 2.9782799450062467 Movie Vector: [2.279674651956587, -0.8821156889514321] User Vector: [2.081203490114216, -0.19073226895790107] Predicted: 4.912714768814027 Movie Vector: [1.9484791901600782, -0.28240573754098963] User Vector: [1.7928196276671606, -0.1541651566794954] Predicted: 3.536808860995197 Movie Vector: [2.3909345202000534, 0.3196836795283184] User Vector: [1.8560170326290968, -0.4590212861668724] Predicted: 4.29087357964853 Movie Vector: [1.837016218395538, -0.09458978782007796] User Vector: [1.9155892975150288, -0.7381346261539053] Predicted: 3.588788604990574 Movie Vector: [1.4215116683827482, -0.8473110579039724] User Vector: [2.088422566502264, 0.796630587169869] Predicted: 2.2937231412232504 Movie Vector: [2.152277410521691, -0.044771381477456504] User Vector: [2.0630931085856226, -0.4544240026572795] Predicted: 4.460693883787291 Movie Vector: [1.7355255274511332, -0.4265738779509226] User Vector: [1.1217373314113124, -0.2765588339266626] Predicted: 2.064776548028926 Movie Vector: [1.4915309081197898, -0.4744249607789063] User Vector: [2.0174539241483354, -0.05770128719192633] Predicted: 3.036469814487722 Movie Vector: [1.1061147368916886, -0.5558680422008383] User Vector: [0.9536681731424301, -0.23812050795688586] Predicted: 1.1872300009832797 Movie Vector: [2.0220576442106, 0.31360020422991847] User Vector: [1.5872315616629724, 0.2012674213638294] Predicted: 3.272591216837468 Movie Vector: [1.6638756666657843, -0.4008721697527381] User Vector: [1.9922808028435988, -0.9397942370573912] Predicted: 3.691644903947153 Movie Vector: [1.19559287450883, -1.3737011467371114] User Vector: [1.883703528983553, -0.1998045306590417] Predicted: 2.526614229829469 Movie Vector: [2.0023858962548555, -0.3380058723863742] User Vector: [1.9393988843366006, -0.07269411312371094] Predicted: 3.9079960103317446 Movie Vector: [1.752343967558933, -0.3128712046508213] User Vector: [1.460184268609318, -0.10764079634687797] Predicted: 2.592422800244613 Movie Vector: [1.7662634610328567, -0.07601784336607142] User Vector: [2.189517997250102, 0.12542074477370943] Predicted: 3.85773142128563 Movie Vector: [1.816313071131116, -0.6183387966824777] User Vector: [2.2694436497251176, -0.6218871300380283] Predicted: 4.506557104851271 Movie Vector: [2.1314813691317123, -0.34944261627111445] User Vector: [1.5607185056269282, -0.1915080152201788] Predicted: 3.3935634790783125 Movie Vector: [2.0334484298315263, -0.5165271361150824] User Vector: [1.9663295850650335, -0.7755953636079637] Predicted: 4.399045859230327 Movie Vector: [1.0234913315294116, -0.16504223283047684] User Vector: [1.7216370110918506, -0.3890360702258989] Predicted: 1.8262879385743913 Movie Vector: [2.078343840074987, 0.5408501387560012] User Vector: [1.8336730969130592, -0.22887651934584366] Predicted: 3.6872152884342912 Movie Vector: [1.8878744581414892, -1.6612539244742637] User Vector: [1.5769250777019903, -0.14229964028351497] Predicted: 3.2134324124686358 Movie Vector: [1.5705377075620484, -0.614394480382413] User Vector: [1.7886475163747355, 0.22072663882828375] Predicted: 2.6735251414342684 Movie Vector: [2.14941574814146, 0.5319790422836219] User Vector: [1.9854987435918887, -0.6570043562576812] Predicted: 3.91814971917336 Movie Vector: [1.650698093945083, -0.53333227400514] User Vector: [1.6309961612050936, -0.9319535627104362] Predicted: 3.1893231674005444 Movie Vector: [2.2000278158788014, -0.29649942165578236] User Vector: [1.9641230033555075, 0.6081453424180164] Predicted: 4.1408104988799295 Movie Vector: [1.9238249754118144, -0.18735389081290588] User Vector: [1.570957800346055, 0.19874352948211865] Predicted: 2.9850124781013827 Movie Vector: [1.899560155306808, -0.5708872964943231] User Vector: [1.4731542036845042, -1.4070041196803826] Predicted: 3.6015858059825225 Movie Vector: [1.557566461771636, -0.15893542227775123] User Vector: [1.7265069312153658, -0.39973579485496913] Predicted: 2.75268146943213 Movie Vector: [1.3384531445333223, -1.385147008638082] User Vector: [1.9053541654796393, -0.465954187427416] Predicted: 3.195642323113361 Movie Vector: [1.6925875030878772, 0.04419723758734249] User Vector: [1.9003226470387369, -0.42955187561576086] Predicted: 3.1974773579099627 Movie Vector: [2.181288288827004, -0.03428951029987845] User Vector: [1.8940932469183416, -0.26483831608093306] Predicted: 4.140644593616353 Movie Vector: [1.844057379287213, -0.19272605808925994] User Vector: [2.016987038417579, 0.03287172782233233] Predicted: 3.7131045935948173
avg loss: 0.9556802976586734: 55%|████████████████████████▉ | 38836/70000 [00:53<00:41, 757.07it/s]
Movie Vector: [1.3596415213367377, -0.3597088603007444] User Vector: [1.9277745051184154, -0.029176129165145573] Predicted: 2.6315771731033606 Movie Vector: [0.9529593516937872, -0.8982187737105308] User Vector: [2.3517846926734225, 0.45027533781908996] Predicted: 1.8367094542854794 Movie Vector: [1.867233432542174, 0.3477030741871842] User Vector: [1.55670508207717, -0.47377910458188144] Predicted: 2.741997322714029 Movie Vector: [1.9319939150917487, -0.0004266580182342855] User Vector: [2.1484601100371794, -0.5787936539171253] Predicted: 4.151058806362526 Movie Vector: [1.6630911461797988, -0.06275418593233273] User Vector: [1.8885213772480955, -0.38693128571793817] Predicted: 3.1650647397195675 Movie Vector: [1.6330054110804124, -0.8362432688881237] User Vector: [1.7906116409093538, -0.27097245945970716] Predicted: 3.150677394025791 Movie Vector: [2.1003748878366464, -0.36019003654724363] User Vector: [1.9499201062567746, -0.7214915379048861] Predicted: 4.355437287875983 Movie Vector: [2.135317151365058, 0.13375476964155106] User Vector: [1.8354839332302961, -0.46176669667998843] Predicted: 3.8575768255390765 Movie Vector: [1.61182840842129, -0.6196230830375937] User Vector: [1.0107890694191355, -1.6940053195795641] Predicted: 2.6788633358114557 Movie Vector: [2.056880239293779, -0.3832559048835195] User Vector: [1.9588562542810803, -0.7188894130803112] Predicted: 4.304651333569061 Movie Vector: [1.9603829798387074, -0.6289789507644196] User Vector: [1.7539920426612736, -1.3811521608718054] Predicted: 4.307211784196848 Movie Vector: [1.9389779394151152, -0.6211185964197021] User Vector: [1.9146146365973158, 0.1766072021083649] Predicted: 3.602701525352325 Movie Vector: [1.6897357067671854, -0.5556384223668799] User Vector: [2.113967134621167, -0.2704283749487544] Predicted: 3.722306145921464 Movie Vector: [2.1501338512067, 0.11827150460897926] User Vector: [2.0957777906883397, -0.23697097596326883] Predicted: 4.478175858490355 Movie Vector: [1.9695892446950136, -0.4398348794030678] User Vector: [1.763579623911798, -0.9898650148235314] Predicted: 3.9089046188401784 Movie Vector: [2.07720495609501, -0.08870918222780454] User Vector: [2.481365588422864, -0.2533888260510077] Predicted: 5.176782813700232 Movie Vector: [2.1918622503059333, -0.29902770051757716] User Vector: [1.785884255370568, -0.26610295984494997] Predicted: 3.993984438945826 Movie Vector: [2.0528237898798176, 0.15257589788447912] User Vector: [2.0039575512977854, -0.08359171712058777] Predicted: 4.101017653918019 Movie Vector: [1.71341049683049, -0.02905952199205071] User Vector: [2.1024357139538425, -0.6164986177736613] Predicted: 3.6202505763410815 Movie Vector: [1.7898952518221456, -0.18596802196126644] User Vector: [1.7096982387601585, -0.7125318572142246] Predicted: 3.1926888996760097 Movie Vector: [2.1594256204812488, -0.35287151654587207] User Vector: [1.8319103965243309, -0.5671332394759884] Predicted: 4.155999410978069 Movie Vector: [1.8130742698685784, -0.38820039614836166] User Vector: [1.4256799308202652, -0.5658377987810475] Predicted: 2.8045220572807574 Movie Vector: [1.692873736293534, 0.391098079670951] User Vector: [2.1997681127719195, 0.4685822228705251] Predicted: 3.9071912715801838 Movie Vector: [2.020124532399947, -0.8997106197718359] User Vector: [2.2834253016447197, -0.5276738267939317] Predicted: 5.087557215497391 Movie Vector: [2.244657336005533, -0.3235838160508148] User Vector: [1.3962258003357715, -0.6322265772559104] Predicted: 3.338626773921099 Movie Vector: [2.0771527388223565, -0.24248017722486293] User Vector: [2.058399568994049, -0.4862053973206462] Predicted: 4.3935054732367425 Movie Vector: [1.5684949186070032, -0.07267926324481684] User Vector: [2.0728448172589786, -0.21233450692326677] Predicted: 3.2666788784562044 Movie Vector: [1.8736844488785491, -0.04210404657751591] User Vector: [2.1567602875925767, -0.516785101547064] Predicted: 4.062846954807142 Movie Vector: [1.5256778068083172, -0.3105007560937265] User Vector: [2.1384153974336777, -0.02862451031460464] Predicted: 3.271420845697247 Movie Vector: [1.7521763293292127, 0.36953258341389483] User Vector: [1.9492682390040625, -0.510246100730933] Predicted: 3.2269091081161885 Movie Vector: [1.4594083771244946, 0.023635396901152274] User Vector: [1.6646396629835962, -0.5652672641636448] Predicted: 2.4160287529082196 Movie Vector: [1.6411466726090906, -0.41376453161824506] User Vector: [1.7301777588378382, -0.2698977819291421] Predicted: 2.9511496012636864 Movie Vector: [1.6779064757323425, -0.8430381269372504] User Vector: [1.7868355566634877, 0.6780283572220691] Predicted: 2.4265391953116366 Movie Vector: [1.5030590265098307, -1.0507781754467072] User Vector: [1.6035060515118669, 0.13079907366421217] Predicted: 2.2727234328130486 Movie Vector: [0.9265787480100791, -0.47102401952968065] User Vector: [2.369205349938987, 0.2081546924371058] Predicted: 2.097209467009558 Movie Vector: [2.0291046836516675, -0.2982882371202656] User Vector: [1.561280109089067, -0.6335760934257155] Predicted: 3.3569890778343137 Movie Vector: [1.5205763126663592, -1.4919394960866392] User Vector: [1.6691903985937941, -0.17949505053168052] Predicted: 2.8059271366721235 Movie Vector: [1.860273025688387, -0.10355134068472893] User Vector: [1.934554076576485, -0.365747662955914] Predicted: 3.6366724262421326 Movie Vector: [2.2602714113360713, -0.19546842990777266] User Vector: [2.1929787130410103, -0.09424130986506894] Predicted: 4.975148291626943 Movie Vector: [2.1208433177233914, -0.027561627557647933] User Vector: [1.3311037108340555, -0.41072569010641863] Predicted: 2.834382678818287 Movie Vector: [1.8374470347084972, -0.30062063420041407] User Vector: [1.948526962079512, -0.18828496888657548] Predicted: 3.6369174352796434 Movie Vector: [1.7693484241351785, -0.38005225739497234] User Vector: [2.597949210204836, 0.9841764173035696] Predicted: 4.222638871988041 Movie Vector: [1.8008056305038163, -0.2970799977171108] User Vector: [1.7908470058245387, -0.6480237366784711] Predicted: 3.417482261672804 Movie Vector: [2.0690778711790165, -0.1383382244468547] User Vector: [1.847323659288417, 0.4989813684185729] Predicted: 3.7532283078000215 Movie Vector: [1.4046793046102362, -0.6196298239197189] User Vector: [1.4361438868469554, -0.5680782540907655] Predicted: 2.369319824851305 Movie Vector: [1.8547308076614495, -0.5119240748879852] User Vector: [1.6893631055300633, -0.1678662440298096] Predicted: 3.21924856883311 Movie Vector: [2.1706390176084933, -0.5188632798774881] User Vector: [2.0264305885510527, -0.2818295609509194] Predicted: 4.5448803123456845 Movie Vector: [1.309457117499386, -0.23422375874308748] User Vector: [2.0452110539424213, -0.5382521701044866] Predicted: 2.804187617806821 Movie Vector: [1.438825746950405, -0.07191246007085159] User Vector: [1.897385802475189, -0.1013635500540166] Predicted: 2.7372968467453567 Movie Vector: [1.3702299717112203, -0.4709556274352389] User Vector: [2.0331626384243786, 0.22221267655863525] Predicted: 2.681248074019811 Movie Vector: [1.711446144630604, -0.42561479551942866] User Vector: [1.8686297112722852, 0.23831927239871908] Predicted: 3.0966269067088312 Movie Vector: [2.0142216884504522, -0.8983465391279218] User Vector: [1.5102138859220506, 0.15189993310085986] Predicted: 2.905446784028311 Movie Vector: [2.082890840276709, 0.14430040612183712] User Vector: [1.8943872615526771, 0.1817221588046375] Predicted: 3.9720244563417952 Movie Vector: [1.5184929182389366, -0.1133743182654453] User Vector: [2.0013972701622484, -0.6445247580346873] Predicted: 3.112180136371498 Movie Vector: [2.3409026285378527, 0.4953986853294511] User Vector: [1.8480941379638611, -0.4041150690340083] Predicted: 4.126010351423732 Movie Vector: [2.051295556968796, -0.37247982407357405] User Vector: [1.8660649821097204, -0.09979813655714809] Predicted: 3.8650235991644024 Movie Vector: [1.5075146530392805, -0.735665196686769] User Vector: [1.8545204705495337, -0.7325335451128302] Predicted: 3.33461621825981 Movie Vector: [1.8701948592669733, -0.38404662721921085] User Vector: [2.2773516470753834, -0.4554064600995451] Predicted: 4.433988658118627 Movie Vector: [2.0030882454616132, 0.2859503062313332] User Vector: [2.102429109695598, -0.2587642452980681] Predicted: 4.137357321362875 Movie Vector: [2.097095208934096, -0.39801457635754267] User Vector: [1.8706994734354376, -0.1871816614218552] Predicted: 3.9975359327697135 Movie Vector: [1.7975288709683397, -0.43831111919568155] User Vector: [2.1450933591418417, -0.2609009345156474] Predicted: 3.9702230245866708 Movie Vector: [1.6947247128522127, -0.4221223978246874] User Vector: [2.023979541045316, 0.5805370436523138] Predicted: 3.1850304576242063 Movie Vector: [1.90652408486003, -0.23664034699895115] User Vector: [1.6856327369653512, -0.1577745678140527] Predicted: 3.251035239728101 Movie Vector: [1.5840332471246679, -0.9159437646037842] User Vector: [2.126189279527773, -0.02613629239799481] Predicted: 3.391893882503841 Movie Vector: [2.304079411860492, 0.6859187454913932] User Vector: [1.9485626306454347, -0.2834122015455787] Predicted: 4.295245298249769 Movie Vector: [2.0190450907454225, -0.9242942590249941] User Vector: [1.6330088999319268, -0.14399495334379928] Predicted: 3.430212311255385 Movie Vector: [1.4941415973363068, -0.1377086752262652] User Vector: [2.06707443527236, -0.0287058078167717] Predicted: 3.0924549372966355 Movie Vector: [1.9306599123805326, -0.04481986342885667] User Vector: [1.5308343318930862, -0.04187554608286032] Predicted: 2.957397333338259 Movie Vector: [1.6836678507639269, -0.4252938320702577] User Vector: [2.2383082543721198, 0.14210289929166353] Predicted: 3.7081321613978186 Movie Vector: [1.8864990615223227, -0.42409458946741113] User Vector: [1.8034132985195468, -0.44823665318553974] Predicted: 3.5922322346109694 Movie Vector: [2.368252098996108, -0.45039772635779485] User Vector: [1.8692938098502159, -0.5133493922080298] Predicted: 4.658170387895858 Movie Vector: [2.1133004416973225, -0.12221610976535612] User Vector: [2.086761731479114, -0.3149514922585632] Predicted: 4.448446635000516 Movie Vector: [1.6220578793141376, -0.13722875673403934] User Vector: [2.3685479013836526, -0.38647012376311274] Predicted: 3.894956600571181 Movie Vector: [1.756464264111196, -0.7109044762332539] User Vector: [2.1837956654102864, 0.4977290446184703] Predicted: 3.4819212406435267 Movie Vector: [0.9559326142087085, -0.7802770329528735] User Vector: [1.5490228376366697, 0.26469074398299314] Predicted: 1.2742293422858748 Movie Vector: [1.3893640474880853, -0.46886438588303925] User Vector: [1.7950728119197203, -0.49694700342974657] Predicted: 2.7270103790841063 Movie Vector: [2.153674036983747, -0.2698630651414698] User Vector: [2.2625001291798696, 0.44802599458589565] Predicted: 4.751782118725053 Movie Vector: [2.367618161890136, -0.47708990759302844] User Vector: [2.0778011859085908, -0.40526475210372326] Predicted: 5.11278754768592 Movie Vector: [1.8757196581874926, -0.4566697980660336] User Vector: [1.7265859797299616, -0.18683340109818533] Predicted: 3.3239124352818994 Movie Vector: [-0.14706328344184572, 0.14683691722754375] User Vector: [1.4040909824270693, -0.4116742033602194] Predicted: -0.26693920105033125 Movie Vector: [1.5109777611957627, -0.7738903179937344] User Vector: [1.6599947528123544, -0.5996975749005365] Predicted: 2.9723153021409723 Movie Vector: [2.011997872475879, -0.23870379734293803] User Vector: [2.042886122244706, -0.4850801135284745] Predicted: 4.226072996781638 Movie Vector: [1.2490736304500616, -0.2605841210947882] User Vector: [1.6080115460043285, -0.36740092600804264] Predicted: 2.1042636669664603 Movie Vector: [1.4090886887386789, -0.3420214128885982] User Vector: [1.1696586706192138, -0.28833739389549123] Predicted: 1.7467703653034066 Movie Vector: [1.9951267056745394, 0.20931980247140924] User Vector: [1.950626095106291, -0.7443801768165512] Predicted: 3.735932703557332 Movie Vector: [2.0012838657579537, -0.28596652557798047] User Vector: [1.9300167325717705, -0.10922469373164842] Predicted: 3.8937459537125263 Movie Vector: [1.5650365733577964, -0.1825555987367876] User Vector: [2.5340796222254465, 0.9978954682035179] Predicted: 3.7837558839089116 Movie Vector: [1.1172404568819136, -0.9006757065098674] User Vector: [1.8792690541429418, -0.06260752806134615] Predicted: 2.1559844962241916 Movie Vector: [1.4305730497427411, -0.3539291575172229] User Vector: [1.979077559535897, -0.8310394684146968] Predicted: 3.125344118942264 Movie Vector: [2.0088820825723035, -0.5651650259757991] User Vector: [1.9446946281544688, -0.3924867545679162] Predicted: 4.128481981414654 Movie Vector: [2.1305092403404555, 0.12961627355563443] User Vector: [1.9199477828684017, -0.6096041203084385] Predicted: 4.01145187795376 Movie Vector: [1.8337203899110703, -0.38279219463122904] User Vector: [1.934725940127824, 0.12648722236252646] Predicted: 3.499328083861296 Movie Vector: [1.9003402181322897, -0.7562951880219899] User Vector: [2.140364253510363, -0.015021121118927401] Predicted: 4.078780674019378 Movie Vector: [1.2608971860721814, -0.2214439097292488] User Vector: [1.8309713011860786, -0.14376343658915638] Predicted: 2.3405020989188627 Movie Vector: [2.384079612166131, -0.21828478599361043] User Vector: [2.276262652137301, -0.7256569339010458] Predicted: 5.585191249417115 Movie Vector: [2.0649138070401625, -0.3403495939676987] User Vector: [2.0094329770973447, -0.3699157664712914] Predicted: 4.27520657965088 Movie Vector: [1.8411173591069412, -0.6989757919682767] User Vector: [1.8657232400403159, -0.9432116868762858] Predicted: 4.094297580355558 Movie Vector: [1.8678916459189185, -0.4721093411419189] User Vector: [1.812867425735387, -0.5436093509778901] Predicted: 3.6428829722184224 Movie Vector: [1.9586192444078112, -0.30137816575717274] User Vector: [1.696532360100344, -0.03676510169161868] Predicted: 3.333941128164832 Movie Vector: [1.7634202387333662, 0.9901559662845429] User Vector: [2.3017685341210568, -0.26366715085694664] Predicted: 3.7979136154144517 Movie Vector: [1.6972935309355357, -0.7391662361084886] User Vector: [1.9614362480373746, -0.584377309559188] Predicted: 3.7610850315103748 Movie Vector: [1.8592077075042635, -0.4548830443560355] User Vector: [2.0888598869379083, -0.49053444942044727] Predicted: 4.106760205405328 Movie Vector: [1.297278528700679, -0.698885745641563] User Vector: [2.0943057731365426, -0.2599238899527382] Predicted: 2.8985550136635867 Movie Vector: [1.869682526424486, -0.041145138944755806] User Vector: [1.7710094497761308, 0.0322211884720036] Predicted: 3.3098996771024294 Movie Vector: [1.6993337769729637, -0.14983767450794874] User Vector: [1.280425845791431, -0.6087853592004807] Predicted: 2.2670898711596403 Movie Vector: [1.8213109108151069, 0.18854312684153093] User Vector: [1.7296767368497976, -0.3658144673066634] Predicted: 3.0813073094977392 Movie Vector: [1.906784090369553, -0.3584645304249427] User Vector: [1.9142282747040182, -0.2079135399553966] Predicted: 3.724549649010279 Movie Vector: [1.488716050196923, -0.8629497236037443] User Vector: [2.49325330054915, -0.8508511638025431] Predicted: 4.445987982365302 Movie Vector: [1.9671235559118447, -0.3291343827580797] User Vector: [1.9210454027248824, -0.38170031208762] Predicted: 3.9045643602937976 Movie Vector: [1.8576288399896845, -0.2228628679883975] User Vector: [1.9505082301967611, 0.09641929637646554] Predicted: 3.6018320601308598 Movie Vector: [1.793719975423174, 0.02133709683967487] User Vector: [2.0518280619768494, -0.2666899295132825] Predicted: 3.6747145920495026 Movie Vector: [2.16562794967965, -0.26353353872829416] User Vector: [2.132323726478669, -0.14861961581326805] Predicted: 4.656986113106981 Movie Vector: [1.6547779355710173, -0.8332355205302984] User Vector: [1.612996446382203, -0.5300386584268785] Predicted: 3.11079796708323 Movie Vector: [1.254292565361388, -0.44896217023851326] User Vector: [1.9129007025411238, -0.20240256222238673] Predicted: 2.490208223069106 Movie Vector: [1.0622517963572369, -0.783150849670583] User Vector: [2.5332306242089477, -0.03534002329551532] Predicted: 2.71860535042438 Movie Vector: [1.5867957409255147, -0.6948611090850711] User Vector: [2.421468924684616, -0.39094732912384567] Predicted: 4.114030671181876
avg loss: 0.9554866599556737: 56%|█████████████████████████ | 38989/70000 [00:53<00:45, 684.80it/s]
Movie Vector: [1.7787317308358908, -0.2890924862773557] User Vector: [1.4407279850205625, -0.9968358057296057] Predicted: 2.8508463239479935 Movie Vector: [1.865834983986062, -0.3540168510239485] User Vector: [2.129604049526497, -0.7459586761206244] Predicted: 4.237571679159141 Movie Vector: [1.9503276130441747, 0.15327570573026375] User Vector: [1.8754691682740143, -0.48333272224070783] Predicted: 3.583696142193828 Movie Vector: [1.4827415437583593, -0.2396283295743998] User Vector: [1.9216024305978059, 0.39474652405279786] Predicted: 2.7546473042703337 Movie Vector: [1.7616654332190622, -0.36841076400940764] User Vector: [2.0557460038910667, -0.31698230733774174] Predicted: 3.738316368556874 Movie Vector: [1.7038264508152041, -0.5433199743697339] User Vector: [1.8246200498839604, 0.28072037928530286] Predicted: 2.9563149144016965 Movie Vector: [1.9150664406096314, -0.7884581161947527] User Vector: [1.7887496974457773, -0.49236056314245197] Predicted: 3.8137801983329247 Movie Vector: [2.2237148559153144, -0.30955182622684374] User Vector: [1.873438414059543, -0.2002452788681191] Predicted: 4.227979124753562 Movie Vector: [2.073024083962577, 0.10938078767444159] User Vector: [1.564423504526398, -0.5301291851759862] Predicted: 3.1851016545566013 Movie Vector: [1.9421057670415265, -0.03624636394454428] User Vector: [2.046057860683023, 0.21778051727507186] Predicted: 3.9657670190439633 Movie Vector: [1.9717296868995242, 0.13571620122435815] User Vector: [1.6225970542289834, -0.14943815252184348] Predicted: 3.1790416033207527 Movie Vector: [1.3576537767469028, 0.44094757480542474] User Vector: [1.5860386551024677, -0.3323848082217172] Predicted: 2.006727095078911 Movie Vector: [1.504549694192669, -1.154398633344259] User Vector: [1.796507146679933, -0.013350975519192466] Predicted: 2.718346626045406 Movie Vector: [1.47160976040132, 0.28386686145766327] User Vector: [1.9500150374036016, -0.7469886182324111] Predicted: 2.6576158473702542 Movie Vector: [1.5920489446451989, -0.4927720370145857] User Vector: [2.3224279600565074, -0.3475770876041634] Predicted: 3.8686952523007654 Movie Vector: [2.1091637963276537, -0.5029419085156253] User Vector: [1.6463712299025943, -0.05704281066355514] Predicted: 3.501155813488208 Movie Vector: [2.0292543704503743, -0.34147940660081455] User Vector: [2.0696771722963567, -0.39120199237144265] Predicted: 4.333488871519811 Movie Vector: [1.532483793122709, -0.4838574518283206] User Vector: [1.5456849569625934, -0.345491143308004] Predicted: 2.5359056100490105 Movie Vector: [1.3590908697268822, -1.8850925613859022] User Vector: [1.7895371469115489, -0.19420731051019552] Predicted: 2.7982423538141123 Movie Vector: [1.496118736546458, 0.9773149448031416] User Vector: [1.7574165997246602, 0.23294417599068346] Predicted: 2.856963727266379 Movie Vector: [1.7282049024246744, -0.6835965358242446] User Vector: [0.9802111968275009, -0.2514594664914882] Predicted: 1.8659026159626386 Movie Vector: [1.6412002195274795, -0.7606365949830214] User Vector: [2.1747582035109425, -0.5488118385716414] Predicted: 3.9866600091988507 Movie Vector: [2.1482524317014877, -0.27993060274951886] User Vector: [1.7195927866047354, -0.1797158811820822] Predicted: 3.7444273603029212 Movie Vector: [1.768865276901282, -0.2904169538075433] User Vector: [1.6475574405774203, 0.07078218146970885] Predicted: 2.8937508028114607 Movie Vector: [2.1726230073733186, -0.38245964153691486] User Vector: [2.047009121296515, -0.03934003080041324] Predicted: 4.462425087309827 Movie Vector: [1.5200032982358407, -0.7197576565412125] User Vector: [2.217447810256655, -0.8259456461483679] Predicted: 3.965008687958125 Movie Vector: [1.5737256027697293, -0.18655780913757494] User Vector: [1.9524658235543249, -0.14091747835433363] Predicted: 3.098934711091302 Movie Vector: [2.2719678171705184, -0.17038814106702546] User Vector: [1.8867739005988622, 0.010509275336950633] Predicted: 4.284898924549276 Movie Vector: [2.335366717530089, -0.1358741452442275] User Vector: [1.9478881972265052, -1.238495833829827] Predicted: 4.7173128280826315 Movie Vector: [1.6300446729261289, -0.14929815446228334] User Vector: [1.4195047074531837, -0.44946905970988305] Predicted: 2.3809609876802083 Movie Vector: [2.351624176951441, -0.1462108759614581] User Vector: [2.022594790045649, 0.8655580502586373] Predicted: 4.629828807723565 Movie Vector: [2.0683367610769805, -0.5302884242345908] User Vector: [1.6605332917338125, -0.323458257918215] Predicted: 3.6060682201823266 Movie Vector: [2.0959469499992642, 0.31429727655264844] User Vector: [1.933613940580031, 0.024046464936793153] Predicted: 4.060309979675127 Movie Vector: [1.5734401850617112, -0.9275527113164622] User Vector: [1.7466981768766852, 0.13439157323751783] Predicted: 2.6236698345372607 Movie Vector: [2.036621098485957, -0.17053336856831755] User Vector: [2.0011293134446415, -0.2628940217916116] Predicted: 4.120374383672671 Movie Vector: [1.1268930521298723, -0.3831583532681985] User Vector: [2.3442975539918707, -0.6496971488194031] Predicted: 2.89070951538318 Movie Vector: [2.401509363712994, -0.14826525764987594] User Vector: [1.8577909978066027, -0.2560194785698097] Predicted: 4.499461271007802 Movie Vector: [2.141543105974094, -0.5270199175486382] User Vector: [2.1184923867001646, -0.6291561520933957] Predicted: 4.868420589197822 Movie Vector: [2.501984884493911, -0.1783079421384076] User Vector: [2.0573712242909394, 0.020711914166629118] Predicted: 5.143818606175864 Movie Vector: [2.255489641204713, -0.12368528282030522] User Vector: [2.2886522478281996, -0.7717361274152201] Predicted: 5.257483838478385 Movie Vector: [1.8158847801552067, -0.328411503399944] User Vector: [2.2036151913140327, -1.0160569990629011] Predicted: 4.335196093828238 Movie Vector: [1.7500141239205396, -0.2810613698287436] User Vector: [1.7528604977577338, -0.3113058042386985] Predicted: 3.1550266641133886 Movie Vector: [1.6731656402480186, 0.030705380790558574] User Vector: [2.0139387452189976, 0.17011925379685747] Predicted: 3.3748766865322732 Movie Vector: [1.3508334954106498, -0.4581976083193492] User Vector: [2.023446024185282, -0.006733882694999818] Predicted: 2.736424114570539 Movie Vector: [1.9189362814987527, 0.04018264127091779] User Vector: [1.9425640054305298, -0.03308886220411446] Predicted: 3.7263269512741726 Movie Vector: [2.120013439550173, -0.5126091326366841] User Vector: [2.032709163930319, -0.2234700057174348] Predicted: 4.423923512030201 Movie Vector: [1.9850533896690294, -0.3397757058502425] User Vector: [1.1195826642906768, -0.1316598616224145] Predicted: 2.267166185179792 Movie Vector: [2.176671763260205, -0.39397453171914787] User Vector: [2.1884087917469146, 0.19150121680613819] Predicted: 4.688001021251046 Movie Vector: [2.089584994990517, 0.1307546767110859] User Vector: [1.7900482124243946, -0.2062499975140103] Predicted: 3.713489733245006 Movie Vector: [1.247314329203365, -0.4406877055439483] User Vector: [2.071129255025078, -1.0982808997994706] Predicted: 3.067348087200442 Movie Vector: [2.493248931506512, -0.17839588849748098] User Vector: [1.9759194621765046, 0.03637916135147037] Predicted: 4.919969195002404 Movie Vector: [1.921946449449706, -0.962876208019904] User Vector: [1.7981616475939028, 0.5237525774082792] Predicted: 2.9516614984542002 Movie Vector: [2.1955984795104344, -0.4880601655480295] User Vector: [1.810250492914683, -0.3879215682787073] Predicted: 4.16391229461025 Movie Vector: [2.1106632783922836, 0.09662616246204328] User Vector: [1.8038535081590072, -0.696442803218596] Predicted: 3.740032763820991 Movie Vector: [1.7109727284314253, -0.44693394918901086] User Vector: [2.0600334704590435, -0.17956414443605542] Predicted: 3.60491439981692 Movie Vector: [1.9622836232646, -0.3040202891009246] User Vector: [1.670505336401434, -0.944718779032442] Predicted: 3.5652189405171706 Movie Vector: [1.488109193764697, 0.013889364494119847] User Vector: [1.8813727190938117, -0.23415212966096854] Predicted: 2.7964358159056526 Movie Vector: [1.5486300799897157, -0.6135212704716578] User Vector: [1.9761204880025816, 0.3859357700258798] Predicted: 2.823499825458019 Movie Vector: [2.0570415346998563, -0.021829343088994292] User Vector: [1.6578092848793835, 0.21514366780573263] Predicted: 3.4054861106700023 Movie Vector: [2.0454610856771223, -0.6896556570620798] User Vector: [2.0973632695795024, -0.45513688587746765] Predicted: 4.603962678536422 Movie Vector: [1.7299348012292595, -0.5710003662813476] User Vector: [2.0053540542463657, -0.36793972722456925] Predicted: 3.6792254862416645 Movie Vector: [1.383300029045288, -0.3356641437853704] User Vector: [2.153283619410706, -0.5167069764395243] Predicted: 3.1520772981080727 Movie Vector: [2.331927698265573, -0.4404222431356922] User Vector: [1.7821878124254116, -0.16249600019134527] Predicted: 4.227499976210997 Movie Vector: [1.632656828770691, -0.6353777769982811] User Vector: [1.9821296543876121, -0.6058210893239085] Predicted: 3.621062772738127 Movie Vector: [1.6329223825229886, -0.8857927698286566] User Vector: [1.927423795039081, -0.258163263056591] Predicted: 3.376012607377618 Movie Vector: [1.9546593737306954, -0.6880982785382233] User Vector: [2.3084977787160685, -0.44361217623032956] Predicted: 4.817575597206537 Movie Vector: [1.4244891935547146, -1.4324985196055007] User Vector: [1.6723766781001257, -0.17356332968574173] Predicted: 2.630911718339187 Movie Vector: [1.1946662661456184, -1.265586958624868] User Vector: [1.508954950649855, -0.30272416396864515] Predicted: 2.1858213306541416 Movie Vector: [2.25066376016192, 0.07364804137899793] User Vector: [2.1120273185221086, 0.08587443677538167] Predicted: 4.759787830342698 Movie Vector: [2.0848034705248346, -0.5020978817085272] User Vector: [1.908853191566303, 0.04531822906360091] Predicted: 3.9568295716842194 Movie Vector: [1.442239862067051, -0.6342992498137511] User Vector: [1.4913567620124515, -1.3431241085312788] Predicted: 3.002836785185755 Movie Vector: [1.8447751323741166, -0.7599880949573218] User Vector: [1.7086478110808687, -0.182466106753906] Predicted: 3.2907430607336345 Movie Vector: [1.9431670614211056, -0.33484998811908545] User Vector: [1.30303350524826, -0.2698800576210991] Predicted: 2.622381121414507 Movie Vector: [1.6202419996305606, -0.44896587428827955] User Vector: [1.841357764886809, -0.7405624377910571] Predicted: 3.3159324493633844 Movie Vector: [1.8926880527887, -0.5756736948105117] User Vector: [1.7942356590112543, 0.0510802937848095] Predicted: 3.366522814242953 Movie Vector: [1.703779513521033, -0.34364718654199705] User Vector: [1.7088811348292312, -0.48572636219037835] Predicted: 3.078475166360621 Movie Vector: [2.0586774277397786, -0.24978778470782884] User Vector: [2.175404600981065, -0.549111420283141] Predicted: 4.615617673471273 Movie Vector: [1.9479794976162286, -0.3070880482714611] User Vector: [2.187913835427991, -0.5251101583700323] Predicted: 4.423266347625984 Movie Vector: [1.90360276104978, -0.5032801365102891] User Vector: [1.687899546202167, -0.18917347659090442] Predicted: 3.3082974896479125 Movie Vector: [1.6871637652577942, -0.013290007737398767] User Vector: [2.2332906371180727, -0.7453871110655015] Predicted: 3.7778332407085236 Movie Vector: [1.6338264290883748, -0.6922477421675999] User Vector: [1.9993188145120002, -0.0465345640914617] Predicted: 3.2987533662484116 Movie Vector: [1.6478629493794335, -0.34834179660551595] User Vector: [1.556204339605666, -0.5085512529543599] Predicted: 2.7415611300197744 Movie Vector: [1.7081596450031844, -0.8315583315050549] User Vector: [1.9232969506482174, -0.5677677600704635] Predicted: 3.7574302477015227 Movie Vector: [1.752230906058722, 0.06384905068417598] User Vector: [1.8464189378889753, -0.42401362335023596] Predicted: 3.2082794611731122 Movie Vector: [2.080957225440332, 0.28051570439302626] User Vector: [2.040756727856504, -0.3526526656972412] Predicted: 4.147802847274821 Movie Vector: [1.5871475164880395, -0.7603909838650285] User Vector: [1.89328087710848, -0.25821056563287254] Predicted: 3.2012570281629467 Movie Vector: [1.7582740216930337, -0.3658679621508717] User Vector: [1.257687769616982, -1.0139942397650616] Predicted: 2.582347738854158 Movie Vector: [1.5725298390824314, -1.154903836594851] User Vector: [1.5667887646920033, -0.03270770898957345] Predicted: 2.5015963426155636 Movie Vector: [1.806556864396457, 0.9436030779658123] User Vector: [1.9250101786422578, -0.13387087580108556] Predicted: 3.351319381803337 Movie Vector: [1.65388752429379, -0.06086849414588107] User Vector: [1.8044927474448829, -0.19352325642688165] Predicted: 2.9962075118786284 Movie Vector: [1.4440253389238111, -0.8288064744491517] User Vector: [2.5734183038877227, -0.06496860626864083] Predicted: 3.769927639975595 Movie Vector: [1.8252889308397493, -0.5423296455408758] User Vector: [1.8169463052744521, -0.3632286337610593] Predicted: 3.5134416351455693 Movie Vector: [1.9497631261236945, -0.17182365444871583] User Vector: [1.806831569235472, -0.36960132419476244] Predicted: 3.5863998190237627 Movie Vector: [2.166409046363991, -0.004029652908229873] User Vector: [1.3373128782160522, -0.044369182660077444] Predicted: 2.8973455095922636 Movie Vector: [2.0998898529761783, -0.04803894277937757] User Vector: [1.911595366013873, 0.26080097777801287] Predicted: 4.001611108840532 Movie Vector: [2.1274674331537775, -0.14679941926781298] User Vector: [1.607583246482992, -0.5273129329148343] Predicted: 3.4974902353004924 Movie Vector: [2.220633974871494, 0.02725481677974181] User Vector: [1.8623985692428313, 0.4979734622851988] Predicted: 4.149277713088448 Movie Vector: [1.9117163274914117, 0.10783668416003296] User Vector: [2.238434100702382, -0.5834869106646939] Predicted: 4.2163297246294364 Movie Vector: [1.5898694604655568, -0.7142843949423489] User Vector: [2.0595419167384934, -0.04272163841174451] Predicted: 3.3049181956151057 Movie Vector: [2.2050744376350715, -0.36700373698624594] User Vector: [1.9937165832463986, -0.431635219652178] Predicted: 4.554705212232998 Movie Vector: [1.6429096532695693, -0.1998904901140777] User Vector: [1.6966681844744531, -0.38500974311481884] Predicted: 2.86443232491835 Movie Vector: [1.6536215448741713, -0.14248630566557374] User Vector: [1.7815551705169093, -0.7199285087266447] Predicted: 3.0485979669005245 Movie Vector: [2.031269759077385, -0.758564557344355] User Vector: [1.4284719892382045, -0.7546787107579467] Predicted: 3.4740844755919906 Movie Vector: [1.7609351055667664, 0.3683525768309931] User Vector: [1.6766206914875756, -0.19521399557447233] Predicted: 2.880512656056768 Movie Vector: [1.712686614385646, -0.9186834144759908] User Vector: [1.6925491950628084, -0.06829066820932644] Predicted: 2.961543854820663 Movie Vector: [1.4781503910611262, -1.0067184276109926] User Vector: [2.149084721045155, 0.06734904729044357] Predicted: 3.1088688938470534 Movie Vector: [1.437206394490924, -0.34859964138966715] User Vector: [1.8215476624155587, -0.8210167935661671] Predicted: 2.904146108105696 Movie Vector: [1.5659363113842582, -0.42128865233440443] User Vector: [1.8444628842289108, -0.46120426148310223] Predicted: 3.082611527185691 Movie Vector: [2.104840939076231, -0.32902242796996767] User Vector: [2.05170101802562, -0.5067405281246036] Predicted: 4.485233296399046 Movie Vector: [1.9082106055995878, -0.4294909730144731] User Vector: [1.730609516968135, -0.5182630138809504] Predicted: 3.524956720539318 Movie Vector: [1.6775837296302292, 0.34149349674951485] User Vector: [1.9326539083775343, 0.001805094658502516] Predicted: 3.2428051797873194 Movie Vector: [1.9676446848663214, -0.39739849353717127] User Vector: [1.7061290202587243, -0.5024608185454049] Predicted: 3.556732870759661 Movie Vector: [2.267338854023894, -0.43453317309880807] User Vector: [1.9076703968722861, -0.3507292290074492] Predicted: 4.477738696278822 Movie Vector: [1.0596781910590274, -0.45933010974169314] User Vector: [2.106692533358484, -0.2676600842236875] Predicted: 2.355360468726815 Movie Vector: [1.654089575720603, -0.060890163199490664] User Vector: [1.6525746486513615, -0.9650761609859512] Predicted: 2.7922701443767273 Movie Vector: [2.037359821727174, -0.2213243177524891] User Vector: [1.9355303640990886, -0.5737231734930767] Predicted: 4.070350687500599 Movie Vector: [2.0400185403482216, -0.600135617384882] User Vector: [1.9858753225623063, -0.2605251982129085] Predicted: 4.207572927520932 Movie Vector: [1.4546382883991922, 0.20833015326276436] User Vector: [1.6041664818837573, -0.36659876140382225] Predicted: 2.2571084093655447 Movie Vector: [1.385995901998988, -0.8290239288298029] User Vector: [2.26022587918772, -0.2869932456436828] Predicted: 3.3705880741973826 Movie Vector: [2.0337507946416675, 0.11106413206190022] User Vector: [1.7155092240132024, -0.361553506037429] Predicted: 3.4487626212099767 Movie Vector: [2.0856713769084227, -0.11804610077309582] User Vector: [1.7844520843622818, -0.01519636348128587] Predicted: 3.7235745072738817 Movie Vector: [1.8011902713901695, -0.04239126547367535] User Vector: [1.5829397649084351, -0.32395257334826466] Predicted: 2.864908464287402 Movie Vector: [1.9557234446783747, -0.5172404658412202] User Vector: [1.8580690977532284, -0.3555335237872415] Predicted: 3.817765621774267 Movie Vector: [1.822676899154976, -0.28810510481355284] User Vector: [2.109609667354013, -0.397921763394211] Predicted: 3.9597800982704556 Movie Vector: [1.9286128381116345, -0.31158856883940955] User Vector: [1.8464817822814144, -0.5688745293061876] Predicted: 3.7384032710828956 Movie Vector: [1.7953912313237, 0.05393766734367514] User Vector: [1.5837609289133028, -0.24426890497525672] Predicted: 2.8302951893450623 Movie Vector: [0.5218947115143572, -0.028742476827584584] User Vector: [1.3985899705358023, -0.4061816588661675] Predicted: 0.7415913761174064 Movie Vector: [1.9864095084357156, -0.26956961794187684] User Vector: [2.0431821607593776, -0.7336894508305877] Predicted: 4.256376856547045 Movie Vector: [1.9247593815759971, -0.06717933065394573] User Vector: [2.3953620300444323, -0.606894251356216] Predicted: 4.651266289182784 Movie Vector: [1.2408840467999658, -0.2343493979710043] User Vector: [1.5158368605554655, 0.14939207617999709] Predicted: 1.8459678347002009 Movie Vector: [2.115473520874267, 0.04730226138530731] User Vector: [1.5450261138968442, -0.4814806694079796] Predicted: 3.2456867085317342 Movie Vector: [1.0523809064100726, -0.8353451927236748] User Vector: [1.8841357820322617, -0.746985778729901] Predicted: 2.606819501389736 Movie Vector: [1.1716279942793526, -0.04364351393617546] User Vector: [2.3263926428950246, -1.5338080691937548] Predicted: 2.7926075199446156 Movie Vector: [1.5758976166612755, -0.7588566932942504] User Vector: [1.608004493883328, -0.05299364254387513] Predicted: 2.57426502983782 Movie Vector: [1.9856614408317124, -0.027832850186507607] User Vector: [2.0099528571775123, -0.10512138464182882] Predicted: 3.99401171413705 Movie Vector: [1.5316094539770087, -0.9653692266845776] User Vector: [1.8541038936241734, -0.38053162135101987] Predicted: 3.2071165691630283 Movie Vector: [1.8882389436678313, -0.5015582172441867] User Vector: [1.6539820808156758, -0.3558034954343503] Predicted: 3.301569543984216 Movie Vector: [0.8886072439213695, -0.4422176003415065] User Vector: [1.840643465291662, -0.4601767114830951] Predicted: 1.8391073578198027 Movie Vector: [2.163589657230447, -0.20236363587675327] User Vector: [1.45388122843203, -0.5306454723938926] Predicted: 3.252985735832202 Movie Vector: [1.856511750079361, -0.653341408921819] User Vector: [1.8551489294262544, -0.04908177684090544] Predicted: 3.4761729428606123 Movie Vector: [2.0956251261477434, -0.7925642617956221] User Vector: [1.744160084132226, 0.550806827888574] Predicted: 3.218555889393959 Movie Vector: [2.2611777433909546, 0.0015046460782938706] User Vector: [2.257754491386242, -0.34395309326240603] Predicted: 5.104666678290641 Movie Vector: [1.8051978629714738, -0.38465692137754615] User Vector: [1.593361344911556, -0.015086403000438953] Predicted: 2.882135584108504 Movie Vector: [1.736982820744171, -0.03597165015561197] User Vector: [2.0814921909064634, -0.04541028891576751] Predicted: 3.6171496601440167
avg loss: 0.955447731835658: 56%|█████████████████████████▋ | 39072/70000 [00:54<00:42, 721.57it/s]
Movie Vector: [2.266766039046199, -0.31577843626416285] User Vector: [1.9936951252470325, -0.7456166639972305] Predicted: 4.754690066331479 Movie Vector: [1.1698069523793708, -0.09246068943486901] User Vector: [1.8897060026508032, -0.10792045690017067] Predicted: 2.2205696197030553 Movie Vector: [1.9324831228048769, -0.43675982702108257] User Vector: [1.9766572562522053, -0.5397447891333172] Predicted: 4.055595628014579 Movie Vector: [2.1390007139780987, -0.003520365862536236] User Vector: [1.8993681109278082, -0.4144028993160228] Predicted: 4.064208595201903 Movie Vector: [1.7631001885063975, -0.6108978319089021] User Vector: [1.7058406539836843, -0.6231788596337492] Predicted: 3.3882665928422298 Movie Vector: [1.812522801584452, -1.2934704514795006] User Vector: [1.9846664856276455, -0.3923452386803957] Predicted: 4.104740231752352 Movie Vector: [1.56049715049568, -0.26039409810720593] User Vector: [1.6705723271420352, -0.18459245509190333] Predicted: 2.654990142063134 Movie Vector: [1.0905450145327773, 0.0926398445335036] User Vector: [2.0717086689785718, -0.45123805758829183] Predicted: 2.2174889370163378 Movie Vector: [1.877279084096536, 0.04089221339353418] User Vector: [2.0955939957840872, -0.49054735592160065] Predicted: 3.9139552098857715 Movie Vector: [1.5742801028331932, -1.1705299263634297] User Vector: [2.4410672833664835, -0.14509648974597827] Predicted: 4.012763437338883 Movie Vector: [1.3697443063650048, -0.7606276324441095] User Vector: [2.221083587575678, -0.5303391838608786] Predicted: 3.445707235854985 Movie Vector: [2.1123499339372533, -0.3664701017082592] User Vector: [1.739434539081443, -0.15420389172945007] Predicted: 3.7308055496027634 Movie Vector: [1.8714229084037532, -0.9775922569791392] User Vector: [2.0598897683520314, -0.24138287918775034] Predicted: 4.090898934941768 Movie Vector: [2.152462769584479, -0.40355463885212467] User Vector: [2.0281462356036073, -0.73164897096859] Predicted: 4.660769599655434 Movie Vector: [2.100234869352213, -0.11817012322607857] User Vector: [1.989836276688505, -0.36410786970269676] Predicted: 4.222150204433528 Movie Vector: [1.9439616800596862, -0.6291371995243388] User Vector: [2.0610934792787194, 0.011504389985562205] Predicted: 3.9994489030409706 Movie Vector: [1.451236626571114, 0.5372685991051732] User Vector: [1.9071097207435748, -0.08505158825069274] Predicted: 2.721971929961765 Movie Vector: [1.9381418547537286, -0.11827325649602684] User Vector: [1.7903910926712405, -0.845674534171317] Predicted: 3.5700525941765955 Movie Vector: [1.3619780955517498, 0.01716003320232904] User Vector: [2.049704458841441, -0.7356908160197437] Predicted: 2.7790280964672482 Movie Vector: [1.8651353607744443, -0.15451239275210873] User Vector: [1.5931243266625026, -0.36818019502064725] Predicted: 3.0282809186647888 Movie Vector: [1.3864393990630153, -0.0991695093825098] User Vector: [0.9360290478225206, -0.23398308741010695] Predicted: 1.320951538550847 Movie Vector: [1.4263210757099345, -0.45844882555202504] User Vector: [2.30839706925523, -0.13532374830466773] Predicted: 3.3545544044653526 Movie Vector: [1.9431482245337053, -0.38173358760518983] User Vector: [1.936583634192796, 0.06638919267983795] Predicted: 3.7377260657428755 Movie Vector: [1.8359230197229626, -0.696349806769923] User Vector: [1.977810950101045, -0.12405257052954538] Predicted: 3.7174926354682136 Movie Vector: [2.0328750369067774, -0.8123807785930109] User Vector: [1.907692478625018, 0.13213050261074352] Predicted: 3.7707601373048134 Movie Vector: [2.110457767351095, -0.27598065514528225] User Vector: [2.0627324498375716, -0.7218841873897207] Predicted: 4.552535791701691 Movie Vector: [1.9746150643657245, 0.4648857692946151] User Vector: [1.905223728102369, 0.1579616143878164] Predicted: 3.8355175811216644 Movie Vector: [2.136676239235481, -0.5436003937459686] User Vector: [2.0704406385775025, 0.026074981582960344] Predicted: 4.409686946940669 Movie Vector: [2.04125148166311, -0.2922030657455338] User Vector: [1.9879552413982744, -0.8498939108550351] Predicted: 4.306258188294476 Movie Vector: [1.2373919609169177, -0.8090406648163254] User Vector: [1.8963523011962267, -0.7566828480070761] Predicted: 2.958718286973264 Movie Vector: [1.419831323886932, -0.6499762202889683] User Vector: [1.7435237656680869, -0.1650731742398038] Predicted: 2.5828032943003385 Movie Vector: [2.078793828228444, 0.18940591521546896] User Vector: [1.6808260681450629, -0.024843342816711304] Predicted: 3.489385380702228 Movie Vector: [1.7581690058024386, -0.6495786766123393] User Vector: [1.6976756673888256, -0.1465345154004977] Predicted: 3.0799864368998886 Movie Vector: [2.053160873655305, 0.14974022238420037] User Vector: [1.874428742951251, -0.3174743832801604] Predicted: 3.8009650707287475 Movie Vector: [1.4408920030662093, -1.2720604823619452] User Vector: [1.549581204315719, -1.7517821751440465] Predicted: 4.461152044107019 Movie Vector: [2.4242582915523467, -0.27207633499004286] User Vector: [1.6207672140670355, -0.18087896465525705] Predicted: 3.9783712431584037 Movie Vector: [2.1428965636005897, -0.46233745942221216] User Vector: [1.9665053673932054, -0.6240610191988866] Predicted: 4.502544380229864 Movie Vector: [1.5707373797908801, 0.0005604278253529727] User Vector: [2.030540812411166, -0.5519229926009419] Predicted: 3.1891370422426544 Movie Vector: [1.3717714106082795, -1.053464996916671] User Vector: [1.6870018467576344, -0.13274882741728627] Predicted: 2.454027146091336 Movie Vector: [2.3138110205089872, -0.2076188306754452] User Vector: [2.0103039243957412, -0.10512630552163715] Predicted: 4.673289575464963 Movie Vector: [1.8311261389300135, -0.6526618238482069] User Vector: [1.9978350131241858, -0.08404677408347676] Predicted: 3.7131420346631634 Movie Vector: [2.007568635344779, -0.3192138887758381] User Vector: [1.8570704973531238, -0.36137802462925067] Predicted: 3.8435533686702947 Movie Vector: [1.2728859332911975, -0.4236187284782184] User Vector: [1.7536300124539508, -0.957597441293743] Predicted: 2.637827185524752 Movie Vector: [1.9875983892811455, -0.4518095670749873] User Vector: [2.121646321422279, -0.6168244305728956] Predicted: 4.495667990021605 Movie Vector: [1.1962716998531844, -0.48665592498027216] User Vector: [1.950738019139213, -0.5901275837651001] Predicted: 2.6208017712574776 Movie Vector: [1.4949062033058063, -0.8574312778194239] User Vector: [1.9494796572008732, -0.4571128510451769] Predicted: 3.306232088747408 Movie Vector: [1.855424593638075, -0.4973617018393299] User Vector: [1.7445648736448032, -0.5144207522442873] Predicted: 3.492761752555356 Movie Vector: [1.6699704773609534, -0.7560155108738073] User Vector: [1.4770229525630605, -0.7148214397350696] Predicted: 3.007000821109678 Movie Vector: [1.9001674671303133, -0.5451269355803199] User Vector: [1.9790614347285331, -0.38834530681156476] Predicted: 3.972245640772588 Movie Vector: [2.0679259341847125, 0.18153882346858383] User Vector: [1.8231463471265925, -0.3746880472803901] Predicted: 3.702111185766182 Movie Vector: [0.07402126281890234, -0.6985536959546687] User Vector: [1.934393840612033, -0.7815554456250484] Predicted: 0.6891447200060848 Movie Vector: [1.6110503175002517, -0.021406340461910322] User Vector: [1.792746953080892, -0.4863560077766851] Predicted: 2.898616650246743 Movie Vector: [2.0825371218956477, -0.1347027405906796] User Vector: [1.6253853285120252, -0.21087744188752566] Predicted: 3.413331053361846 Movie Vector: [2.0563918879082212, -0.7318518221667752] User Vector: [2.1920507329276777, -0.03559124603452368] Predicted: 4.5337628633393 Movie Vector: [2.333202335629799, -0.20863287501626276] User Vector: [1.5157994126321397, -0.4813962705825767] Predicted: 3.6371018178533356 Movie Vector: [1.8913982255476707, -0.02823500411954703] User Vector: [2.0101547934197836, -1.8160646616861622] Predicted: 3.853279802554396 Movie Vector: [2.1407245574133342, 0.27362787231878344] User Vector: [1.841858515745207, -0.4859741740931823] Predicted: 3.8099356766776435 Movie Vector: [2.1721476113699527, -0.10956838153797897] User Vector: [2.2049136276405186, -0.7671441156712143] Predicted: 4.873452608716889 Movie Vector: [1.9244723254551717, -0.077296280356263] User Vector: [2.148897738643333, -0.764318538686618] Predicted: 4.194573208300105 Movie Vector: [2.1377088496318235, -0.28551758049362946] User Vector: [1.9723084800222983, -1.013300603249893] Predicted: 4.505536428500203 Movie Vector: [1.1391936892609247, -1.1233263362937738] User Vector: [1.869418115306571, -0.2012834677883332] Predicted: 2.3557363399744715 Movie Vector: [1.9860168028001883, -0.027851435767777256] User Vector: [2.3885789558519916, -0.5881891149415224] Predicted: 4.7601398524910845 Movie Vector: [1.8841775058707844, -1.13591729911541] User Vector: [1.4295340431131078, -0.1021683701843494] Predicted: 2.809550707025063 Movie Vector: [1.8084304974719534, -0.41239621676553306] User Vector: [2.032607022123885, 0.03123925265049228] Predicted: 3.6629455785768372 Movie Vector: [1.725143554256022, -0.8308579967657362] User Vector: [1.8108498740666592, -0.34304520734211225] Predicted: 3.4089978417437807 Movie Vector: [1.6320053189027852, -0.6669030899432952] User Vector: [1.836393006177115, 0.6176991464825861] Predicted: 2.5850576842323543 Movie Vector: [1.586561080061873, -0.5612612902208867] User Vector: [1.8330908095087923, -0.35513850874837766] Predicted: 3.1076360322129988 Movie Vector: [2.1660155079784333, -0.38622359417132135] User Vector: [1.6311465987686846, 0.14888526717290812] Predicted: 3.4755858257125682 Movie Vector: [1.6199137765250955, 0.3036521144549428] User Vector: [1.7892765540495148, -0.3550074003330339] Predicted: 2.7906749921598806 Movie Vector: [1.9973906148460316, -0.33277801448786015] User Vector: [1.9241247260758187, -0.20730105780830319] Predicted: 3.912213904075712 Movie Vector: [1.949422480431387, -0.07342802823211042] User Vector: [2.0936025160561447, -0.2483453592335308] Predicted: 4.099551319936675 Movie Vector: [1.7042737930177467, -0.4079412690875466] User Vector: [1.9219182262975292, -0.7628855833449795] Predicted: 3.586687378440374 Movie Vector: [1.861142153887931, -0.19244761997841253] User Vector: [2.1212804449343974, -0.4632008942323315] Predicted: 4.037146365952437 Movie Vector: [1.8732719059521747, -0.5762264552461867] User Vector: [1.8838500257294404, -0.25369231242433604] Predicted: 3.6751475501377255 Movie Vector: [1.2693173895176137, -0.2740441955606319] User Vector: [1.5955368588720853, -2.2262921069506985] Predicted: 2.6353451101149368 Movie Vector: [1.7690408491035545, -0.419873778526879] User Vector: [1.8351652678483006, 0.19247427369677844] Predicted: 3.1656674231134265 Movie Vector: [1.7790320183971273, -0.3451118914097653] User Vector: [1.7472250377754115, -0.27410158524044353] Predicted: 3.202965002068332 Movie Vector: [1.6559887011480459, -0.1575130183572495] User Vector: [2.0312685751452597, -0.029697294066937722] Predicted: 3.3684355198631666 Movie Vector: [2.1959283170366155, 0.6803518130054035] User Vector: [1.7737541191621724, 0.057309890734479674] Predicted: 3.9340277857928982 Movie Vector: [1.8942963019798658, -0.036233235311146514] User Vector: [1.8046779354067324, -0.19353007195224606] Predicted: 3.4256069599424612 Movie Vector: [1.8426256425185625, -0.403308604963715] User Vector: [1.9515967506551997, -0.05595527887572721] Predicted: 3.6186294620769015 Movie Vector: [1.6597372217639499, -0.35222218425473517] User Vector: [1.76211431185212, -0.2675705742875271] Predicted: 3.018891004501779 Movie Vector: [1.7850762469549581, -0.29348223986253696] User Vector: [2.0699170270144367, -0.403676044642864] Predicted: 3.8134314678517325 Movie Vector: [1.7796947616494032, -1.355885555043873] User Vector: [2.06595097663708, -0.22918910765593162] Predicted: 3.9875163313895525 Movie Vector: [1.6428173091760248, -0.5669560092072827] User Vector: [2.250766929051087, -0.3439577429668776] Predicted: 3.892607779254537 Movie Vector: [1.8230101892691861, -1.1545855849793678] User Vector: [2.127989350461749, 0.08639675930511351] Predicted: 3.779593815665469 Movie Vector: [1.638716219276483, -0.5532120146927884] User Vector: [1.9426316370877261, -0.35742951494808994] Predicted: 3.381156273850382 Movie Vector: [1.8830453117417674, -0.5423834209134641] User Vector: [1.9878641935379655, -0.3108458187028267] Predicted: 3.911835968545681 Movie Vector: [2.147904414049516, -0.16564640532126643] User Vector: [1.8873776034945753, -0.4225211420184859] Predicted: 4.123895793871793 Movie Vector: [1.7511072713228149, -0.32527691386911084] User Vector: [1.5763346847428237, -0.5251567209583434] Predicted: 2.931152485982467 Movie Vector: [1.4879524676635851, 0.04760838254738434] User Vector: [1.823819111030024, -0.1563195929920733] Predicted: 2.7063140238463124 Movie Vector: [1.767659767319234, -1.4195008275735121] User Vector: [2.2426714104591636, -0.4773121677683395] Predicted: 4.641825040743809 Movie Vector: [1.8075038425449517, -0.043683353566949946] User Vector: [2.0668845541891594, -0.18415139710630543] Predicted: 3.7439461243833576 Movie Vector: [1.5294980144576573, -0.8768670346710783] User Vector: [1.9842787041615833, 0.673589255898884] Predicted: 2.4443021247394023 Movie Vector: [1.9713852290598988, 0.33286071369624953] User Vector: [1.8471151156990546, -0.34416558776471956] Predicted: 3.5268162522893283 Movie Vector: [1.8401000815828925, 0.4937726397007868] User Vector: [1.829815143049135, -0.13788835573676014] Predicted: 3.2989574966101842 Movie Vector: [1.4001792601726613, -0.8315145706188428] User Vector: [1.9315464517419387, -0.8192800934282876] Predicted: 3.3857546168927444 Movie Vector: [1.846939581435919, -0.4555676575019217] User Vector: [2.2403797633497233, -0.03986809811301548] Predicted: 4.156008678445045 Movie Vector: [2.4979177713423963, -0.17830992928660974] User Vector: [1.9370742026415642, -0.39034287662689104] Predicted: 4.908254085916138 Movie Vector: [1.616416533885407, -0.022862146354350858] User Vector: [2.1071096817671333, -0.032395686183708916] Predicted: 3.406707563237194 Movie Vector: [1.8220498071165414, -1.152241658448555] User Vector: [2.14101264020101, 0.09337506609420612] Predicted: 3.7934410270981953 Movie Vector: [2.3104714402378614, 0.03778773976795098] User Vector: [2.0141861493252833, -0.2096164434359272] Predicted: 4.6457986417231 Movie Vector: [1.6231923563663073, -0.3816811297601354] User Vector: [1.8929753828176996, 0.5225032376784489] Predicted: 2.8732335461188354 Movie Vector: [1.9892814362541187, -0.014534350229155247] User Vector: [1.8860953711609596, -0.49203624746248853] Predicted: 3.7591259360013782 Movie Vector: [1.694643204019505, -0.6840529670413396] User Vector: [1.728633685326483, 0.13150228315596338] Predicted: 2.8394628001121687 Movie Vector: [1.7040368183648809, -0.6449062683272326] User Vector: [2.0173444780182868, -0.3089515341732446] Predicted: 3.6368740468658833 Movie Vector: [1.4776139211171893, -0.601556256220145] User Vector: [1.856893533367417, -0.04085801719098186] Predicted: 2.768350130794167 Movie Vector: [1.8811246756098814, -0.22398869092516419] User Vector: [2.05486734534709, -0.23875927026490534] Predicted: 3.9189410448302664 Movie Vector: [1.5349695698272487, -0.6187837384221949] User Vector: [2.096903800772597, -0.4490977762965566] Predicted: 3.496577925974914 Movie Vector: [2.0191377000907726, -0.23980724315837976] User Vector: [2.0738408213466406, -0.023827607132187952] Predicted: 4.193084219145645 Movie Vector: [2.3340269927447794, 0.49690215205016247] User Vector: [1.8029323821932426, -0.1922694949378901] Predicted: 4.11255372032444 Movie Vector: [1.6970351360353526, -0.010098433870923915] User Vector: [2.063677971900924, 0.11092579430862365] Predicted: 3.5010138509796396 Movie Vector: [2.1851275127580267, -0.05200705827934865] User Vector: [1.5506801710151878, -0.12137986461540468] Predicted: 3.394746514866602 Movie Vector: [2.2125993516418148, 0.047973292443914725] User Vector: [2.1289040361418246, -0.23514881457102285] Predicted: 4.699130827225789 Movie Vector: [1.696731818773475, -0.2928747945632761] User Vector: [1.3364286155486211, -1.4059637397704727] Predicted: 2.679332296969422 Movie Vector: [1.8475781891525722, -0.12981571536091496] User Vector: [1.9181745662398988, 0.49865802561083666] Predicted: 3.4792438432569006 Movie Vector: [1.7168109193343752, 0.006097988028703507] User Vector: [2.145583632861704, -0.6365568438433725] Predicted: 3.6796796932287448 Movie Vector: [2.3737293568416393, -0.13675108871166278] User Vector: [1.5921392382158772, -0.4804272138580863] Predicted: 3.845006594474316 Movie Vector: [1.5931044277588255, 0.07093996345757067] User Vector: [1.6030016677755878, -0.4810530008982401] Predicted: 2.519623172333195 Movie Vector: [2.1382925258950434, 0.007273711213247623] User Vector: [2.0486448688738683, -0.7495014152146925] Predicted: 4.375150354478032 Movie Vector: [1.9287913655985938, 0.6230688394883463] User Vector: [1.8644489982739905, -0.39996936834095614] Predicted: 3.3469246793067335 Movie Vector: [2.0110211688851707, 0.11585453235129951] User Vector: [1.8477382765558092, 0.02604305264363275] Predicted: 3.718857994398163 Movie Vector: [2.143035311772604, 0.13181305314307623] User Vector: [1.6753905052373506, 0.17936197957268343] Predicted: 3.6140632638774477 Movie Vector: [2.1592452079822664, -0.3613477043200637] User Vector: [1.8986335871504014, -0.655630967214419] Predicted: 4.336526219652758 Movie Vector: [1.4785251275259128, -1.3466441501212079] User Vector: [1.8280048529031798, -0.723930901936309] Predicted: 3.677628422441162 Movie Vector: [1.5748999023714045, 0.30034616997346597] User Vector: [2.4132259706054793, 0.781969305465466] Predicted: 4.035450831440071 Movie Vector: [2.182422654748555, 0.11462058831337023] User Vector: [1.9175004122162438, 0.10037930002349008] Predicted: 4.196301874533599 Movie Vector: [1.4683413080555616, 0.38204919358418865] User Vector: [1.7456559782898025, -0.3452823516392427] Predicted: 2.431303938574435
avg loss: 0.9549921186828373: 56%|█████████████████████████▏ | 39234/70000 [00:54<00:43, 700.93it/s]
Movie Vector: [1.5928282804817964, -0.019230271194334785] User Vector: [1.6121742666871945, -0.15015556380835937] Predicted: 2.570804297257738 Movie Vector: [2.135591330141816, 0.3408770879897641] User Vector: [1.7378802129173774, -0.40089633430824995] Predicted: 3.574745540506597 Movie Vector: [1.5685117943669187, 0.078320093080008] User Vector: [1.6356747105546332, -1.0302568904910856] Predicted: 2.484885259693057 Movie Vector: [1.3847602590056545, -0.9240831939239976] User Vector: [1.770310114370041, -0.3388675673133538] Predicted: 2.764596916415567 Movie Vector: [1.7939176140141262, -0.5058812754616117] User Vector: [2.1379864835544136, -0.5445713264665967] Predicted: 4.110860048585129 Movie Vector: [0.9551482313199655, 0.1198248060543477] User Vector: [1.606822272260769, -0.10742229676552456] Predicted: 1.52188159551956 Movie Vector: [2.180526171533269, 0.18284977300049668] User Vector: [2.002408797283246, -0.7847600377088484] Predicted: 4.2228115938296495 Movie Vector: [1.9240227577236713, 0.6889141435152936] User Vector: [1.7056537583683629, 0.38075492405954836] Predicted: 3.5440241002953563 Movie Vector: [2.102110333086414, -0.8075854069148605] User Vector: [1.7966374445208306, -0.30078334339306106] Predicted: 4.019638375704504 Movie Vector: [1.6495014135596386, -0.8315016291417935] User Vector: [1.700051356192289, -0.2532652531514579] Predicted: 3.0148275857636073 Movie Vector: [2.0013034384581174, -0.36304494848329166] User Vector: [1.8961076542750706, 0.18184134573643917] Predicted: 3.7286701861924363 Movie Vector: [1.624603754716325, -0.22616883886037026] User Vector: [1.5853307912479924, -0.14983148159634704] Predicted: 2.609421568146266 Movie Vector: [2.19248711607919, -0.3875428434924351] User Vector: [2.335577697621294, -0.14406015931646318] Predicted: 5.17655349441206 Movie Vector: [1.710779950978311, -0.3599728348664621] User Vector: [1.5970769295393275, -0.10828933703414997] Predicted: 2.771228410863875 Movie Vector: [2.0246782028172583, -0.4923130320075252] User Vector: [2.544071597297684, 0.9967299420919065] Predicted: 4.660223169571155 Movie Vector: [1.313605895993547, -0.8398861956186607] User Vector: [2.252718700196584, -0.3637742387371474] Predicted: 3.26471352803017 Movie Vector: [1.8389337139297097, 0.13710172250826194] User Vector: [2.091761365513634, -0.4232141283070568] Predicted: 3.788587110557938 Movie Vector: [1.0997741534361722, -0.4644243930777561] User Vector: [1.9214425873953145, -0.7525001145042194] Predicted: 2.4626323038984546 Movie Vector: [1.2006990160499882, -1.0612571953639915] User Vector: [1.9388910680217282, -0.7598684455381252] Predicted: 3.1344404529591863 Movie Vector: [1.9170173546213316, -1.2114584885599906] User Vector: [1.9806184957568416, -0.38879200212740195] Predicted: 4.267885400511337 Movie Vector: [1.9399753307132817, -0.6555496094463364] User Vector: [2.338288400601398, -0.008021389827223394] Predicted: 4.5414802322281815 Movie Vector: [1.56479571802764, 2.0153679266146196] User Vector: [2.226223916988721, -0.5841756664731427] Predicted: 2.3062567509559795 Movie Vector: [1.931997843403869, 0.48684755149091036] User Vector: [1.7745498421586816, -0.39276608888417264] Predicted: 3.2372092593813284 Movie Vector: [1.9565494753465922, -0.4427827427338082] User Vector: [1.7802793143083657, -0.3784512530000757] Predicted: 3.6507762421748438 Movie Vector: [2.2967541850753475, -0.43994124379990507] User Vector: [1.6761623330676318, -0.40565105432033755] Predicted: 4.028195482725174 Movie Vector: [2.1354000311958914, -0.0027347712345759433] User Vector: [1.3438788795024021, -0.044381395822787134] Predicted: 2.8698403741775755 Movie Vector: [1.799443655937587, -0.3299663834548094] User Vector: [1.6828329255486185, -0.19391451984874652] Predicted: 3.0921483046952183 Movie Vector: [1.7868280746922158, -0.4194333013562971] User Vector: [1.6093955913882627, -1.4002541187945037] Predicted: 3.4630264337621606 Movie Vector: [1.721933818192972, -0.8356245426307745] User Vector: [2.589653152868903, -0.542291164166931] Predicted: 4.9123631473447205 Movie Vector: [1.4265987408731877, 0.9328973423906354] User Vector: [2.253388282770015, -0.45048555616662067] Predicted: 2.7944241087648902 Movie Vector: [1.990992578220311, -0.0799054600666455] User Vector: [1.5332627592391608, -0.041931921512473797] Predicted: 3.0560653635866974 Movie Vector: [1.9508209507921783, -0.7132959393764725] User Vector: [1.7091142196142808, -0.1497302359982669] Predicted: 3.4409777962598076 Movie Vector: [1.4763438282963695, -0.49842324559941864] User Vector: [1.7032440417886408, -0.3858098183586628] Predicted: 2.70687041102767 Movie Vector: [2.1098050987614707, -0.18273305541520687] User Vector: [1.8521626527062047, -0.18342623477500958] Predicted: 3.9412202447388665 Movie Vector: [1.6104077728314163, 0.03766592603659623] User Vector: [1.9350731964157748, -0.7879666643681446] Predicted: 3.086577422406304 Movie Vector: [2.1301073264591635, -0.22247240599787074] User Vector: [1.9245952505093578, -0.17614337156160498] Predicted: 4.138781483250379 Movie Vector: [1.6297545651075902, -0.9855122825266072] User Vector: [1.8806520977371084, -0.15450117027275762] Predicted: 3.2172641426347557 Movie Vector: [1.675707950470855, -1.045604235274359] User Vector: [1.786699415514865, 0.1080637003766662] Predicted: 2.8809945528866274 Movie Vector: [1.9871944218380186, -0.5287904956025371] User Vector: [2.0674065229998404, -0.10884390168597549] Predicted: 4.165894330892657 Movie Vector: [1.9434695219965326, -0.615801990920346] User Vector: [1.801744307894627, -0.22081887290900615] Predicted: 3.6376158503940967 Movie Vector: [1.5296754435010251, 0.39004113906782223] User Vector: [1.9347104148770666, -0.6172011465300621] Predicted: 2.7187451736965778 Movie Vector: [1.820174731688166, 0.03805487798285091] User Vector: [1.7931287697656064, -0.061196184774586146] Predicted: 3.261478864045831 Movie Vector: [1.9748678829987052, -0.19306481354972468] User Vector: [1.8953131502292273, -0.4143962256645724] Predicted: 3.8229983986564413 Movie Vector: [1.9906720731853456, -0.20805999007708578] User Vector: [1.864087174976265, -0.17924995907282718] Predicted: 3.748081025914226 Movie Vector: [1.9719625074102505, 0.4780020604247017] User Vector: [1.4957580215499537, -0.1420929327525101] Predicted: 2.881658024027154 Movie Vector: [1.825182002596673, -0.2885776259602042] User Vector: [1.645764674746897, -0.24240617034756864] Predicted: 3.0737730620144097 Movie Vector: [1.0352802116418918, -1.3189025946398383] User Vector: [1.7672409451571323, -0.9621271841829712] Predicted: 3.098541619316935 Movie Vector: [2.2211083946485024, -0.01748781590481273] User Vector: [2.0931150575718167, -0.3455946956624052] Predicted: 4.65507912175337 Movie Vector: [1.5081580492004398, -0.5649703573780017] User Vector: [2.0376161836997904, 0.001209745331030302] Predicted: 3.0723637783759123 Movie Vector: [1.9080086455695444, -0.10404011618147044] User Vector: [1.6987010990503575, 0.03381244104854002] Predicted: 3.2376185329315 Movie Vector: [0.7339115009967507, -0.298763799331627] User Vector: [1.780998792700265, -0.2827107386400812] Predicted: 1.3915592316120138 Movie Vector: [1.7282347392439668, -0.12981484096840648] User Vector: [1.8333283278462829, -0.1123665173781474] Predicted: 3.183008546207616 Movie Vector: [1.6054614255963637, 0.0396800910505245] User Vector: [2.145428491783191, -0.2502974651762098] Predicted: 3.434470858725391 Movie Vector: [2.0844555358407537, 0.14445050207187912] User Vector: [2.3306130916049668, 0.3719805462935905] Predicted: 4.911792137371987 Movie Vector: [1.3894303549315554, 0.29300921832179816] User Vector: [1.5978287720587416, -0.8198404119038023] Predicted: 1.9798509996408746 Movie Vector: [1.901789176524853, -0.5454451587649721] User Vector: [1.840951978508054, -0.3575428844385531] Predicted: 3.6961225825965034 Movie Vector: [2.1459327056593387, -0.12653208849062828] User Vector: [1.7458100942650934, -0.25073548157791214] Predicted: 3.778117063296434 Movie Vector: [2.115173908118547, 0.08317974564840244] User Vector: [2.0983293932424982, 0.1203674211172974] Predicted: 4.4483437146976454 Movie Vector: [1.7524726807652704, 0.9635890452300159] User Vector: [1.9071512799614998, -0.35063480972407457] Predicted: 3.004362654692617 Movie Vector: [2.267960734112196, -0.23496034181091788] User Vector: [1.7249747144885044, -0.2776090802853225] Predicted: 3.9774020441899776 Movie Vector: [1.5680131394043904, -0.4756975745605441] User Vector: [2.0896609495757548, -0.12248269580347301] Predicted: 3.3348805471543876 Movie Vector: [2.0983449789011206, -0.5211088317818956] User Vector: [1.9091938550934688, 0.13157854610910494] Predicted: 3.9375805971337785 Movie Vector: [1.5797113118899604, 0.30231331949179663] User Vector: [1.9818106840380332, 0.035957635147230445] Predicted: 3.1415592276416953 Movie Vector: [2.138813146759818, 0.1072106940815932] User Vector: [2.0310566189458856, -0.015367341864835028] Predicted: 4.3424030550274875 Movie Vector: [1.8215973415431062, -0.288049637985178] User Vector: [1.8696927807330865, 0.16024645952447583] Predicted: 3.359668464231296 Movie Vector: [1.9249010696844384, -0.7911651374825737] User Vector: [1.716980624063326, -0.7250612748902838] Predicted: 3.8786610431188127 Movie Vector: [1.0313950422508236, 0.11055510684178639] User Vector: [1.4025717064364243, -0.4064009462996905] Predicted: 1.40167580438104 Movie Vector: [2.1704622043275603, -0.004164128025433302] User Vector: [1.9465812012673982, 0.49666210052969967] Predicted: 4.222912760433441 Movie Vector: [2.002932124030532, -0.032016844576664] User Vector: [1.4492967361624478, -0.4521977548050892] Predicted: 2.91732093534588 Movie Vector: [2.1498823691353843, 0.03657933887590401] User Vector: [1.9849075769950388, -0.040428562587664287] Predicted: 4.265838954053709 Movie Vector: [2.0554212059033183, -0.4276513961688621] User Vector: [1.4884036875719726, -0.42975681812742295] Predicted: 3.24308260566541 Movie Vector: [2.263045030482234, -0.04844650566391938] User Vector: [1.648505616205941, -0.10219305753317577] Predicted: 3.7355933390175022 Movie Vector: [2.1665021663882236, -0.3003105429203263] User Vector: [1.6474367331982642, -0.32571889203531396] Predicted: 3.6669920687681095 Movie Vector: [1.7031454681563063, -0.6771678886183188] User Vector: [1.8453938275723898, -0.1434322019019414] Predicted: 3.2401018157153496 Movie Vector: [1.9198949820615394, -0.47867409995278853] User Vector: [1.6152130012506374, -0.14903397501093174] Predicted: 3.172378039912402 Movie Vector: [1.6050058674279486, -0.5447238575525116] User Vector: [1.901413491338227, -0.03395055644681926] Predicted: 3.070273488078281 Movie Vector: [2.018437656543867, -0.8979224897417291] User Vector: [2.159036063926466, -0.23676052095373457] Predicted: 4.5704722897127565 Movie Vector: [1.1251333500412417, -0.5917075878070205] User Vector: [1.891083460039804, 0.3678652531612037] Predicted: 1.9100524070161324 Movie Vector: [2.132218864619575, -0.3978644741340864] User Vector: [1.8778083421970322, -0.33032472566602494] Predicted: 4.135322844643122 Movie Vector: [2.0172836099619946, -0.17553034030951825] User Vector: [1.6548452636530044, -0.5008892847175774] Predicted: 3.426213493994309 Movie Vector: [1.9634360563316235, -0.5241451379302359] User Vector: [1.8517963234210337, -1.2870371875521915] Predicted: 4.31047795457808 Movie Vector: [1.8841529389095162, -0.05051249075986285] User Vector: [1.9276299471567289, -0.05510435920997647] Predicted: 3.6347330885007683 Movie Vector: [2.180312558478708, -0.3867919077777641] User Vector: [1.8593065320466777, -0.796759993066396] Predicted: 4.362049699642015 Movie Vector: [1.39174569350002, -0.6484709553194773] User Vector: [1.6416145857598547, -0.1258220110315661] Predicted: 2.366301949811955 Movie Vector: [1.361489731506145, -1.27998020320552] User Vector: [2.1053604713190124, 0.21667372688061867] Predicted: 2.5890885818578213 Movie Vector: [1.6930966863837236, -0.4197427992188903] User Vector: [1.8415099769383552, -0.49171049177858867] Predicted: 3.3242463781213383 Movie Vector: [1.6028624586674527, 0.3666934022052477] User Vector: [0.8051479094585078, -0.19428356623210302] Predicted: 1.2192988558514049 Movie Vector: [2.3013455000969967, 0.01911452558833607] User Vector: [1.9222294394694173, -0.11308989420401545] Predicted: 4.421552411000371 Movie Vector: [2.2312860408120656, -0.3726784909556969] User Vector: [2.0925591117860014, -0.6102124914286206] Predicted: 4.896511006170134 Movie Vector: [1.6755681695602398, -0.41557886222575063] User Vector: [1.8538713074421527, -0.48443869648058563] Predicted: 3.3076102355126236 Movie Vector: [2.192906705333629, 0.035703019953580814] User Vector: [1.800555280496111, -0.7223549623645268] Predicted: 3.922659494288926 Movie Vector: [1.985844131604636, -0.014933868756805115] User Vector: [1.8231190329035376, -0.6664082645797365] Predicted: 3.6303822862698936 Movie Vector: [2.2128378673912925, -0.05417609297567076] User Vector: [2.3241490216623624, -0.14204003270044072] Predicted: 5.150660138612747 Movie Vector: [1.2855261648609786, -0.6032602803487728] User Vector: [1.9610283479562927, -0.5599436691034732] Predicted: 2.858745026134795 Movie Vector: [2.110366326551239, -0.008148356177664434] User Vector: [1.8300438417249532, -0.3757412631589978] Predicted: 3.8651245733316717 Movie Vector: [1.3648177576017209, -0.32631768632296554] User Vector: [1.8682147364537536, 0.4968124500689517] Predicted: 2.3876539580823577 Movie Vector: [1.8974193885536332, 0.11156343078623406] User Vector: [1.6998488587540412, 0.593168893404493] Predicted: 3.2915021389945633 Movie Vector: [1.940656953083421, -0.02416055278973723] User Vector: [1.9357212803983146, -0.36689638338319336] Predicted: 3.765435381475625 Movie Vector: [2.3798879445935914, -0.28323572112298007] User Vector: [2.106563902940266, -0.7676750598785055] Predicted: 5.230819036296379 Movie Vector: [1.71033580658473, 0.033845178848328605] User Vector: [1.6687652480287458, 0.5793211131364328] Predicted: 2.8737561831725276 Movie Vector: [2.1939398007642446, -0.23991197949724863] User Vector: [1.9028930593874478, 0.0847069027757507] Predicted: 4.15451061886615 Movie Vector: [1.349465204285528, -0.9520397943426883] User Vector: [0.9228912399980086, -0.23304336371414228] Predicted: 1.4672761717805773 Movie Vector: [2.3118032777454247, -0.1701662587189481] User Vector: [1.885729962671242, -0.7765070671546463] Predicted: 4.491572011132663 Movie Vector: [2.1438576704737446, 0.05538073499738983] User Vector: [1.990146648861454, -0.043935860736127194] Predicted: 4.264157958268937 Movie Vector: [1.9901845800941778, -0.4856251815288156] User Vector: [1.8869919844802165, -0.6764485376473919] Predicted: 4.083962794163756 Movie Vector: [1.6600504534104885, -0.6308356202827518] User Vector: [2.0281074087835207, -0.47567044465997976] Predicted: 3.666830483523505 Movie Vector: [1.678097681993676, 0.24372695851265572] User Vector: [1.47365215075909, -0.42668761007627165] Predicted: 2.3689369848149004 Movie Vector: [1.734804235286835, 0.8639051940398681] User Vector: [1.7315558386507142, 0.39002940347064025] Predicted: 3.3408588300134636 Movie Vector: [2.1872226605488065, -0.26503865617041567] User Vector: [1.9408176021112133, -0.6895825331543396] Predicted: 4.4277662672354605 Movie Vector: [1.5694597058846818, -0.6398697545697701] User Vector: [1.5197958263445877, 0.340004985681461] Predicted: 2.1676994038790487 Movie Vector: [1.830905044215907, 0.4238296151616181] User Vector: [1.7310649746565998, -0.20275889503007613] Predicted: 3.0834803695130577 Movie Vector: [2.050199670243118, -0.48231409535161585] User Vector: [2.0403676811185396, -0.7406719639741733] Predicted: 4.540397675260453 Movie Vector: [1.7664989440390613, -0.43421022180292307] User Vector: [2.08788582956211, -0.2748191227173964] Predicted: 3.8075773854263923 Movie Vector: [1.7648266327858415, -0.40029095387276514] User Vector: [2.0073545462662095, -0.519082628894441] Predicted: 3.7504168453532833 Movie Vector: [2.036201803515291, -0.7585676158638758] User Vector: [2.115733973600754, -0.34577278487247415] Predicted: 4.570353369855754 Movie Vector: [2.2542007596964404, 0.002567540707681213] User Vector: [1.919617145319286, -0.6877240151737745] Predicted: 4.325436667900439 Movie Vector: [1.744548011642508, -0.6803858781270291] User Vector: [1.893492396560804, -0.566839461668434] Predicted: 3.688957960364688 Movie Vector: [1.9655781231600702, -0.3440713896979971] User Vector: [2.081445560883957, -0.33299896282721636] Predicted: 4.2058192749301 Movie Vector: [1.8260954058792485, -0.5671814563870966] User Vector: [1.9249444755971143, -0.917557373773598] Predicted: 4.0355537910361585 Movie Vector: [2.396643793412676, 2.388128735513492] User Vector: [1.567942990618759, -0.1459402288647188] Predicted: 3.4092767826721078 Movie Vector: [1.483812893223353, -1.749397874645758] User Vector: [1.643293277700437, -0.47802642398679734] Predicted: 3.2745981629461873 Movie Vector: [1.976194025620098, -0.20319376537124756] User Vector: [2.1846417387179775, -0.181666258105421] Predicted: 4.354189403200116 Movie Vector: [1.8951555986892654, -0.5231671706359515] User Vector: [1.8324521846822077, 0.0063723004058040544] Predicted: 3.469448238757115 Movie Vector: [1.651699927061513, -0.4321806312886648] User Vector: [1.554925902406874, -0.18683522958653562] Predicted: 2.6490175670611626 Movie Vector: [2.002377639409598, -0.33331530578365454] User Vector: [1.9752083352419239, 0.034694127083464976] Predicted: 3.943548920086163 Movie Vector: [2.17908066048237, 0.029480144805702976] User Vector: [1.829522875029184, -0.4342811053285276] Predicted: 3.9738752450147334 Movie Vector: [2.1573694774973164, -0.12817465230894504] User Vector: [1.6981657089008293, -0.2907239033136311] Predicted: 3.700834303340366 Movie Vector: [1.5434438153425418, -0.28507609886104557] User Vector: [1.5984788995783306, -1.0138844972190717] Predicted: 2.7561966086726315 Movie Vector: [2.124716383102054, -0.3965447147670628] User Vector: [2.0467738056204223, -0.21745631585270483] Predicted: 4.435044990049957 Movie Vector: [1.6989503363479832, -0.838868285391583] User Vector: [2.032622857410899, -0.10712898885811434] Predicted: 3.5431923984659863 Movie Vector: [2.3941964174835384, -0.22800372533280422] User Vector: [1.9906929972204706, -0.6557187817600064] Predicted: 4.915616367266788 Movie Vector: [2.0864801054126527, -0.6062308683355182] User Vector: [2.0998291117151524, 0.05808409608184085] Predicted: 4.34603929435581 Movie Vector: [2.150003639293978, -0.3389943032963952] User Vector: [1.9724857973015415, 0.6118326363728929] Predicted: 4.0334438643527735 Movie Vector: [1.9295719175982293, 0.165398298803287] User Vector: [1.62781291567592, -0.06253217683822268] Predicted: 3.1306393735224414 Movie Vector: [2.0699823218876925, -0.34917763894388487] User Vector: [1.9820330650804399, -0.820825757730804] Predicted: 4.3893874061821565 Movie Vector: [1.5639642723257325, -0.5649372248781677] User Vector: [1.8188762559252274, -0.6001187195272836] Predicted: 3.183686884055834 Movie Vector: [1.5060190811635248, -0.3378748525980978] User Vector: [1.8426256418254148, -0.40056496850625034] Predicted: 2.9103702057202723 Movie Vector: [1.8382219232444719, -0.711700727108543] User Vector: [2.01011252540966, -0.7479037376791086] Predicted: 4.227316546309766 Movie Vector: [1.4903138595231653, -0.6018356983596062] User Vector: [1.7062383598074424, -0.0391385725352891] Predicted: 2.5663856654056785 Movie Vector: [1.910841333033609, -0.1650753058269729] User Vector: [1.6197950483898094, -0.37385964833709917] Predicted: 3.1568863252920334 Movie Vector: [2.179044098613422, -0.22695121162638504] User Vector: [2.009497871651074, -1.4578591987614948] Predicted: 4.709647389937097 Movie Vector: [1.5121575434596286, -0.6023367600097976] User Vector: [1.9404139247633136, 0.42167396912570765] Predicted: 2.6802218214212985 Movie Vector: [1.2965486613916926, -0.22424317731366494] User Vector: [1.7336627785420848, -0.9193500398177761] Predicted: 2.453936128815525 Movie Vector: [2.4459736781326717, -0.16784259316721425] User Vector: [1.7649245455811802, -0.2987492214721713] Predicted: 4.367101826420409 Movie Vector: [2.2618804749577457, -0.19553757798589175] User Vector: [1.852258497856259, -0.3076749435502668] Predicted: 4.2497493441444005 Movie Vector: [2.1001791618899315, -0.02209655409939482] User Vector: [1.6864679311770905, -0.187244892794377] Predicted: 3.546022273157215 Movie Vector: [1.8315347129980122, -0.28341173655267915] User Vector: [2.1168900291460173, -0.3218706412378217] Predicted: 3.9683794893588398 Movie Vector: [1.85004277910382, -0.5201770419859342] User Vector: [2.2815954183157063, -0.3349385724141785] Predicted: 4.395276484336731 Movie Vector: [1.4700447084382904, -0.3268144302368128] User Vector: [1.8558240989519146, -0.18374335755573937] Predicted: 2.7881943771658984 Movie Vector:
avg loss: 0.9547797913817839: 56%|█████████████████████████▎ | 39400/70000 [00:54<00:40, 750.09it/s]
[2.2155603452575043, -0.21544210491683982] User Vector: [1.888621867079257, 0.6582649118336121] Predicted: 4.042537737688659 Movie Vector: [1.6185368177470225, 0.2609724684563632] User Vector: [1.7253177250827776, -0.04684342145108278] Predicted: 2.7802654170309804 Movie Vector: [1.7391174446456787, 0.3729509148966222] User Vector: [1.6096848786474751, -0.4897914253438691] Predicted: 2.61676289264767 Movie Vector: [1.8143070235118046, -0.18801028979757953] User Vector: [2.038874107223521, 0.34564039964095633] Predicted: 3.634159661089747 Movie Vector: [2.0881099155526783, 0.9705828300093032] User Vector: [2.0611251092112735, 0.011494153380904697] Predicted: 4.315011805655656 Movie Vector: [1.6537742688417312, -0.211705790496207] User Vector: [1.7808745250130007, -0.1930747711795515] Predicted: 2.9860395125596817 Movie Vector: [1.404421406964934, -0.2753357244583522] User Vector: [1.5897279768936818, -0.1223092206846257] Predicted: 2.2663240998856806 Movie Vector: [2.0410450085392053, -0.11376296240971515] User Vector: [2.0954526700434863, -0.6798217553859381] Predicted: 4.354251749625685 Movie Vector: [2.1705198067965163, -0.09503335852052547] User Vector: [2.133914682178528, -0.1857713664317785] Predicted: 4.649358560551347 Movie Vector: [1.5125874139024196, 0.053318289945969516] User Vector: [1.541283144313864, 0.27100824466465256] Predicted: 2.3457751815158754 Movie Vector: [1.9467113667006564, -0.23160934368378697] User Vector: [1.709982772188024, -0.5234977194178683] Predicted: 3.450089862695057 Movie Vector: [2.1575774208143743, 0.12292056500403356] User Vector: [2.0880928877427953, -0.7493672270745234] Predicted: 4.413109424209433 Movie Vector: [1.29163744861675, -0.4338582903975551] User Vector: [1.7298351257275955, -0.5139698183598407] Predicted: 2.457309895031969 Movie Vector: [2.214116760884503, -0.317872790962103] User Vector: [1.8928846378130875, 0.08580134494354005] Predicted: 4.163793690017244 Movie Vector: [2.077886498329675, -0.4923646649253525] User Vector: [1.8962388259931864, -0.16388103916824256] Predicted: 4.020858287077447 Movie Vector: [1.8888481929374987, -0.19593042772492858] User Vector: [2.1850793548229284, -0.5578514245025136] Predicted: 4.236583258992062 Movie Vector: [2.0420709165182327, -0.3031866247548507] User Vector: [1.781206454391705, -0.3367839175124957] Predicted: 3.7394582760501907 Movie Vector: [2.1802417724608243, -0.004215662927135971] User Vector: [1.8577147738887339, -0.18264928058887395] Predicted: 4.051037339150679 Movie Vector: [2.0539021333760403, 0.29469782644878983] User Vector: [1.9063431339333121, -0.4356745138220809] Predicted: 3.787049897469896 Movie Vector: [2.011213806143103, -0.0375338904043188] User Vector: [1.875946817430229, -0.2358377056975755] Predicted: 3.7817820454047504 Movie Vector: [1.9395166706322688, -0.9473086877075355] User Vector: [1.90165898822649, -0.6150777096342795] Predicted: 4.270967767474777 Movie Vector: [2.227922610352921, 0.1170024671727272] User Vector: [1.7233533530680778, -0.6371020176373983] Predicted: 3.7649553930235933 Movie Vector: [2.0015051435833207, -0.5636761799634156] User Vector: [1.6535258891398432, -0.2880717413002722] Predicted: 3.471919750853127 Movie Vector: [2.1890008032614197, 0.13139136877781174] User Vector: [2.0410005255488652, 0.19094103607867474] Predicted: 4.492839793969676 Movie Vector: [1.797745646373063, -0.5368234236139623] User Vector: [1.8200536987099833, -0.6957011585137679] Predicted: 3.645462290746624 Movie Vector: [1.4857109544050702, 0.599038603215878] User Vector: [1.6466341649296343, -0.37261308140536514] Predicted: 2.2232127969085687 Movie Vector: [2.1865455832472986, 0.11182413054641509] User Vector: [1.8681812097110804, 0.05890154190127164] Predicted: 4.091449986510311 Movie Vector: [1.5470573944365946, 0.24894381477997266] User Vector: [1.9056335802643973, -0.4154051599419721] Predicted: 2.8447119762394784 Movie Vector: [1.7933198753932642, -0.6673441339911228] User Vector: [2.0483617298074868, -0.32827124148691694] Predicted: 3.892437689422971 Movie Vector: [1.6615028513188645, -0.5971190332552822] User Vector: [1.9003730758783364, -0.8040452819451471] Predicted: 3.637586025590014 Movie Vector: [1.7534727858437933, -0.2672062846338454] User Vector: [2.0409644540225838, -0.10900812223692515] Predicted: 3.607903282340977 Movie Vector: [1.8561117490459558, -0.4004392282428679] User Vector: [1.6614571774878888, -0.21321064251292388] Predicted: 3.1692280928130434 Movie Vector: [1.632383659997688, -0.15296750397460976] User Vector: [1.8723781090231606, -0.2597107528880545] Predicted: 3.0961667361314293 Movie Vector: [1.9631524541913457, 0.1365061483072272] User Vector: [1.8555226662897117, -0.14807524752647377] Predicted: 3.6224606944348388 Movie Vector: [2.2275436795653927, 0.2975937836479239] User Vector: [1.891712395344112, -0.37477062456379534] Predicted: 4.102342581640251 Movie Vector: [1.6129963529563276, -0.8010422810266837] User Vector: [1.7431083755170906, -0.06806504278230938] Predicted: 2.8661504296452156 Movie Vector: [1.9852347971357824, -0.31602950470089536] User Vector: [2.117814774368123, -1.2323052407178368] Predicted: 4.593804398828238 Movie Vector: [1.0907391738667258, -1.831105137524731] User Vector: [1.6841135513827727, -0.5204199373928576] Predicted: 2.7898722447633637 Movie Vector: [1.422585962688965, -1.8919832879942] User Vector: [1.8577404618462123, -0.36993760128575753] Predicted: 3.342711262575051 Movie Vector: [2.426844547197356, -0.16460460036538435] User Vector: [2.172675059529487, -0.3305028185164842] Predicted: 5.3271469054123655 Movie Vector: [1.2082660062359012, -1.3023287195450037] User Vector: [2.239257383095409, -1.022503061013148] Predicted: 4.037253677387045 Movie Vector: [1.8870059792534757, -0.4778409959727506] User Vector: [1.9786537026290314, -0.19548778168644693] Predicted: 3.8271434440345664 Movie Vector: [1.8247312392238473, -0.7066812404502941] User Vector: [1.8586160869355957, -0.4425224822741742] Predicted: 3.704197172256024 Movie Vector: [1.8777472882263386, 0.41834300329243135] User Vector: [1.591403385671943, 0.13925996369249424] Predicted: 3.046511823369218 Movie Vector: [1.7816244327435362, -1.2714487906805136] User Vector: [1.680707836998229, -0.35887457805658945] Predicted: 3.4506807949756158 Movie Vector: [2.0738547793858366, 0.058744069146224334] User Vector: [1.8446928170976877, -0.40635132395201323] Predicted: 3.801754284964866 Movie Vector: [2.1056528738146185, 0.9568998387221844] User Vector: [1.76515793214032, -0.20922622235541422] Predicted: 3.5166013341195863 Movie Vector: [1.884318298897795, 0.2246999086534221] User Vector: [2.054056817768737, -0.3303905418948658] Predicted: 3.796258124113673 Movie Vector: [2.0064912852057484, -0.05119664898986267] User Vector: [2.058590119658451, -0.7355788625051148] Predicted: 4.168202307733377 Movie Vector: [1.4876265377814168, -0.892750523202239] User Vector: [1.8701978493653664, -0.14817948822595484] Predicted: 2.914443267259213 Movie Vector: [1.9647713828943822, -0.31001527245708693] User Vector: [1.9013080681556491, -0.5082247179528212] Predicted: 3.893193106783991 Movie Vector: [1.4841395601732736, -0.40067359036942796] User Vector: [1.8956915866941084, -0.38939027014535477] Predicted: 2.96948927529443 Movie Vector: [2.1083618351165923, -0.31572066605366345] User Vector: [1.9080394728462, -0.39462539740078856] Predicted: 4.147428997753978 Movie Vector: [1.1580903359834254, -0.7844878523858629] User Vector: [1.6608978236247016, -0.8160842458985943] Predicted: 2.5636778960265953 Movie Vector: [1.3365472971972692, 0.027801442111349065] User Vector: [1.816146915838605, -0.37014781218503334] Predicted: 2.4170756087041387 Movie Vector: [2.059572988554117, -0.21468547756808248] User Vector: [1.8531159864650226, 0.20518135443348456] Predicted: 3.772578173316558 Movie Vector: [1.4703109486279298, -0.4610276169436766] User Vector: [1.7975692982513705, -0.486420083219533] Predicted: 2.867238911936661 Movie Vector: [2.087734213025622, -0.17485561724575008] User Vector: [2.1968846956942394, -0.5788043479144453] Predicted: 4.68771853279235 Movie Vector: [1.5002652360234767, -0.6770704743201151] User Vector: [1.7951572325171397, -0.519082306523343] Predicted: 3.044667292630517 Movie Vector: [2.122231402188325, -0.12215905656630666] User Vector: [1.7019256806626986, -0.3362544829586261] Predicted: 3.6529566540975353 Movie Vector: [2.0346374186035896, -0.3537950307197575] User Vector: [1.9180608335825857, -0.4042730994416227] Predicted: 4.045588156801242 Movie Vector: [2.159405713816332, -0.061316181285118065] User Vector: [1.6676536161535898, -0.13795465494336703] Predicted: 3.609599600020163 Movie Vector: [2.076718736631378, -0.49226374198358247] User Vector: [1.7600183631667843, 0.6489089010262474] Predicted: 3.335628787778116 Movie Vector: [1.8500863353123262, 0.045501853001433015] User Vector: [1.629460290586867, -0.4986804564997489] Predicted: 2.9919513327224756 Movie Vector: [1.2116109269797495, -0.21136681116956643] User Vector: [1.6040651253736449, -0.152439577622052] Predicted: 1.9757235009078586 Movie Vector: [2.1676262560602764, 0.11112981928323204] User Vector: [2.0081440640620847, 0.1918403210389611] Predicted: 4.374224979420862 Movie Vector: [2.1937591652214365, 0.10993579136862859] User Vector: [2.2859819413853266, -0.3023990573372445] Predicted: 4.981649355767256 Movie Vector: [1.39976674486207, 0.9645435647493187] User Vector: [1.4656875399363698, 0.36206496964562473] Predicted: 2.400848113254473 Movie Vector: [1.5170636185270179, -0.6515916784117743] User Vector: [2.0089987748717553, -0.6519225396411167] Predicted: 3.4725662528225127 Movie Vector: [2.1277777173409955, 0.05698433500684973] User Vector: [1.9191295422932262, 0.2005985654895988] Predicted: 4.094912052640103 Movie Vector: [1.6587312391603721, -0.41117917138264676] User Vector: [1.2670254180911686, -0.6076037850146278] Predicted: 2.351488662649327 Movie Vector: [2.1140113629584913, -0.2511863887217686] User Vector: [1.709602889923774, -0.37949541117025526] Predicted: 3.709444017313872 Movie Vector: [1.6744142965356212, -0.35750707223626255] User Vector: [1.8386537329870825, -0.4806643932962911] Predicted: 3.250509016867736 Movie Vector: [2.0025367037396857, 0.0782787527214242] User Vector: [1.9973327300485826, -0.2524414446881406] Predicted: 3.9799713000774943 Movie Vector: [1.8349755909729857, -0.352848676430508] User Vector: [1.9778957899784186, -0.07656758260426465] Predicted: 3.6564072662780274 Movie Vector: [2.0038424672027606, -0.3839479750492951] User Vector: [2.283498002986385, 0.2254748288157283] Predicted: 4.489199668208429 Movie Vector: [1.9320098996277604, 0.8116273217658116] User Vector: [1.9159386346015097, -0.2637927251797593] Predicted: 3.4875110260904583 Movie Vector: [2.0254459355669305, 0.07803263924418234] User Vector: [1.7365642947849365, -0.2720335228676308] Predicted: 3.4960895989705487 Movie Vector: [1.7909509903356786, -0.43885407497187007] User Vector: [1.5888247911234537, 0.13868547904567713] Predicted: 2.7846446455138056 Movie Vector: [1.5108951750781117, -0.338934857604538] User Vector: [1.8804163792026343, -0.38662545608527227] Predicted: 2.972152878379664 Movie Vector: [1.7519122095498305, -0.7855760808850653] User Vector: [1.7578715541620225, 0.12428255494558817] Predicted: 2.9820032361202453 Movie Vector: [1.2417178792997454, -0.6919901240442627] User Vector: [2.0376648764621157, 0.02429762608121857] Predicted: 2.5133911918381924 Movie Vector: [1.8292988981877822, -0.7334729994754181] User Vector: [1.672966997409691, 0.5259652350922074] Predicted: 2.6745753864631956 Movie Vector: [1.9555228063690253, -0.4846103475390281] User Vector: [1.6758156872815988, -0.46060208034695665] Predicted: 3.500308329984287 Movie Vector: [2.2844348908587038, -0.15889648719553384] User Vector: [1.8232735759942236, -0.5045971953012988] Predicted: 4.245328494364018 Movie Vector: [1.4427133280083406, -1.4343898647180175] User Vector: [2.0227069305308207, -0.4364602566705758] Predicted: 3.5442404158521543 Movie Vector: [1.0545001300313417, -1.0646473446759415] User Vector: [1.8052069716828492, -0.7224551027916282] Predicted: 2.6727508932077404 Movie Vector: [1.4927838873741983, -0.6568832160299523] User Vector: [1.6653228504297404, -0.3742340661236525] Predicted: 2.7317951953008595 Movie Vector: [1.342335034639871, 0.6264592926600089] User Vector: [1.8918273298402335, -0.42404528559606575] Predicted: 2.273818994663422 Movie Vector: [1.5345371776282468, 0.18056888285191708] User Vector: [1.9943324359676606, -0.14588056942567257] Predicted: 3.034035776091285 Movie Vector: [1.1106896060801077, -1.3646954526675286] User Vector: [2.119718490992956, -0.45829493536928456] Predicted: 2.979782310040708 Movie Vector: [2.033723381908498, -0.08107406909704229] User Vector: [2.0364271145001562, 0.9947269497614644] Predicted: 4.06088287685377 Movie Vector: [1.419794015622522, -1.2482094713711498] User Vector: [1.589950639103237, -1.5441023414839976] Predicted: 4.184765569940675 Movie Vector: [1.474277495597697, -0.5928924744983177] User Vector: [1.8159742760301738, -0.21355097685741636] Predicted: 2.8038627748361318 Movie Vector: [1.2531733367839313, -1.2052923870478998] User Vector: [2.314626377061317, -0.34422589625788674] Predicted: 3.3155209125344034 Movie Vector: [1.7389768707777802, -0.5124740784049737] User Vector: [2.3399516352383394, -0.36858353297486596] Predicted: 4.258011278794661 Movie Vector: [1.606668470281171, 0.34142726204742857] User Vector: [1.8746563797722076, -0.33951535265067323] Predicted: 2.8960315007128643 Movie Vector: [1.1640702175363924, -0.9022358320000509] User Vector: [2.0053759686284254, -0.09367565217945617] Predicted: 2.418915970025824 Movie Vector: [1.0742528168072574, -0.8440165454871837] User Vector: [2.26744156701772, -0.8863472658024734] Predicted: 3.1838972476992615 Movie Vector: [1.7115901382641214, -0.2438209406759823] User Vector: [1.8679699930865377, -1.4206722381129804] Predicted: 3.543588660229177 Movie Vector: [1.9183287480680833, -0.8869445178037654] User Vector: [1.4755301906391718, -0.24049420729220797] Predicted: 3.043857002066889 Movie Vector: [1.9447475509967433, 0.08558268209996955] User Vector: [1.898269220287846, -0.49153295609871533] Predicted: 3.649587708563831 Movie Vector: [2.1727758871556393, -0.4108825481060056] User Vector: [2.114908565663246, -0.24590847973227092] Predicted: 4.696261837765289 Movie Vector: [1.849375812156285, -0.6273988555783324] User Vector: [1.9512357112110683, -0.4268678617515868] Predicted: 3.8763845360754314 Movie Vector: [1.7903446968164858, -0.6645099016590058] User Vector: [1.578560874023163, -0.4821413344597193] Predicted: 3.1465557801569366 Movie Vector: [2.128336254778536, 0.05572339655893976] User Vector: [1.7806088693669095, -0.19129015726291854] Predicted: 3.779075074962828 Movie Vector: [1.9708610478545991, -0.3872045926911327] User Vector: [1.973493678133231, 0.25938493708910365] Predicted: 3.7890467795042855 Movie Vector: [1.7837965247427112, -0.2786387609402187] User Vector: [1.4273727334158568, -0.6923441945966476] Predicted: 2.7390564499062733 Movie Vector: [1.5192519856243638, -0.51756068608045] User Vector: [1.5993567464406862, -0.10114089508594852] Predicted: 2.482172463803209 Movie Vector: [1.7092780529595664, 0.2275653288857164] User Vector: [2.1323254656542843, -0.4061327571253319] Predicted: 3.552315385763167 Movie Vector: [1.3004734543758434, -0.36717690380685036] User Vector: [1.9351780883260656, -0.43163246330535243] Predicted: 2.675133204816823 Movie Vector: [1.8090720329226053, -0.1755635497864131] User Vector: [1.8970285202269406, -0.3897512024815446] Predicted: 3.500287346240296 Movie Vector: [1.9444741576344193, 0.02516284705574175] User Vector: [1.9252772693342624, -0.5124775974471639] Predicted: 3.7307565010973778 Movie Vector: [1.7061798098283143, -0.542957906751987] User Vector: [1.9183187776201087, -0.5804805842514734] Predicted: 3.5881732901253116 Movie Vector: [1.0719417983516055, -1.0716276092532642] User Vector: [1.835771171057742, -0.9895551125072481] Predicted: 3.028274429906156 Movie Vector: [2.1106905955990607, -0.13835537139192994] User Vector: [2.0162071589194563, 0.20945708355279302] Predicted: 4.226609976525181 Movie Vector: [2.029509097931838, -0.16959904492611472] User Vector: [1.5398312390077125, -0.03631362054170985] Predicted: 3.1312602642074907 Movie Vector: [1.807410211272507, -0.6251011308682556] User Vector: [1.8708599610730328, -0.4134728224884177] Predicted: 3.6398737264250838 Movie Vector: [1.8697816112014587, -0.4243376556949671] User Vector: [1.8792098885572854, -0.20566304653556805] Predicted: 3.6009826682423425 Movie Vector: [1.4621728070731763, -0.774455049418454] User Vector: [1.8415429307146558, -0.5040533290636767] Predicted: 3.0830206422183584 Movie Vector: [2.1293001714908755, -0.4058274609414966] User Vector: [1.8268176116914483, 0.2800196158804685] Predicted: 3.7762034041305688 Movie Vector: [2.388288343979945, -0.10514797295187062] User Vector: [1.7046658021414085, -0.4677516079020523] Predicted: 4.120416599051428 Movie Vector: [1.8364374506695496, -0.42068842966602776] User Vector: [1.5786848907490703, -0.12014423223542972] Predicted: 2.9496993445703126 Movie Vector: [1.1106563785991166, -1.6382278570163025] User Vector: [1.80941493333826, -0.17690549618924206] Predicted: 2.2994497491611416 Movie Vector: [2.0403458116935664, -0.4188092234767226] User Vector: [2.0140623279953425, -0.18965700884878875] Predicted: 4.18881374001797 Movie Vector: [1.2959996951419717, -0.8370431054843815] User Vector: [1.8189531783570962, -0.28830003759746037] Predicted: 2.5986823234101593 Movie Vector: [2.2195620338483106, 0.13425045330966456] User Vector: [2.0486257052888215, -0.7353246153879542] Predicted: 4.448334174079198 Movie Vector: [1.2303174677786533, -1.2683659043208444] User Vector: [1.7330416804825082, -0.2238212377133097] Predicted: 2.416078678464554 Movie Vector: [1.4731878047389146, -0.6108053265318399]
avg loss: 0.9542800630567368: 56%|█████████████████████████▍ | 39483/70000 [00:54<00:44, 689.47it/s]
User Vector: [2.0794904397610865, 0.026479302902668013] Predicted: 3.0473062566713955 Movie Vector: [1.1428182179145154, 0.047374689277687745] User Vector: [1.503181465774176, -0.014877956400409462] Predicted: 1.7171583253566165 Movie Vector: [1.6412835703159279, 0.03550088300195892] User Vector: [1.7899737846855834, -0.5193946599703757] Predicted: 2.9194155950452174 Movie Vector: [2.1340598416931758, -0.29389628867809725] User Vector: [1.581520268767035, -0.5801030013892619] Predicted: 3.545549013558857 Movie Vector: [2.1552797920810343, -0.3016797848193922] User Vector: [2.113033868048959, -0.11999055693063451] Predicted: 4.590377921183936 Movie Vector: [1.9333227676556022, -0.3079244528768638] User Vector: [1.7641806077884172, 0.12408557219182582] Predicted: 3.3725215533667647 Movie Vector: [1.994562041342395, 0.28699970036500094] User Vector: [1.9909784169335745, -0.08251654267173314] Predicted: 3.947447752525737 Movie Vector: [1.5085414765397922, -0.31027137172663183] User Vector: [1.9615326828610333, -0.11276344915198742] Predicted: 2.994040679733257 Movie Vector: [1.9360792780893872, 0.10041810372596216] User Vector: [2.4026434321825394, -0.588386351872537] Predicted: 4.592623519972902 Movie Vector: [1.8240747764495173, -0.5662182891599803] User Vector: [1.9278991942350967, -0.14955814136592369] Predicted: 3.6013148466757485 Movie Vector: [1.7991767596391348, -0.6184180881515491] User Vector: [1.662125874280594, -0.16073043626721423] Predicted: 3.0898568537046582 Movie Vector: [1.8543431133954553, -0.6885960034607078] User Vector: [1.9842714300846396, -0.04198193038179866] Predicted: 3.7084286509632753 Movie Vector: [1.3244992282528771, -0.23906518022842363] User Vector: [1.9579853499367905, -0.4291576697961442] Predicted: 2.695946740597944 Movie Vector: [1.791414339046225, -0.7335391703901203] User Vector: [1.8580145054327921, -0.36243652502830637] Predicted: 3.594335215076526 Movie Vector: [2.0480237967075126, -0.7985305309329479] User Vector: [1.8742599204817982, -0.7852597456071488] Predicted: 4.465582799941801 Movie Vector: [1.9346352545417125, -1.519215264113116] User Vector: [1.8794703644392112, -0.37122216030682914] Predicted: 4.200055999225639 Movie Vector: [2.1586148288505003, 0.12976208882871015] User Vector: [2.3360416246494813, 0.37235673773078404] Predicted: 5.090931879857775 Movie Vector: [1.8549185458720157, -0.18611929392492552] User Vector: [2.243499749993478, -0.5427870199052435] Predicted: 4.262532430818511 Movie Vector: [2.0106331610290202, -0.3308081989049879] User Vector: [1.6724327528088894, -0.37540772749063606] Predicted: 3.486836706574795 Movie Vector: [1.6081743566921773, -0.3869345487353018] User Vector: [2.0947468850688007, -1.9830000774456709] Predicted: 4.13600946443697 Movie Vector: [2.1466699174596044, -0.3787705280229577] User Vector: [1.8617956838697234, -0.30865244529805] Predicted: 4.113569236700386 Movie Vector: [1.9618534331212445, -0.05273368261784951] User Vector: [1.7552368180862754, -0.4950761636201386] Predicted: 3.4696245667873753 Movie Vector: [2.217057936876593, -0.47050023048780965] User Vector: [2.0843610040210563, -0.9897938727885698] Predicted: 5.086847352563391 Movie Vector: [1.7353647938859789, -0.28378749244684986] User Vector: [2.2625213006440332, 0.4658659389319467] Predicted: 3.7940928839288754 Movie Vector: [1.571428402673959, 0.3021630357992394] User Vector: [2.070243284049235, -0.2374620565047645] Predicted: 3.18148684111937 Movie Vector: [1.8088827824888067, -1.2772691531182971] User Vector: [1.7104724909407174, -0.17734827110938184] Predicted: 3.3205657148302796 Movie Vector: [1.1117042720372015, -0.7121912753758225] User Vector: [1.8711465973734673, -0.566728977822327] Predicted: 2.4837810994156766 Movie Vector: [1.343866514095183, -0.0728882202506053] User Vector: [1.9787311596545498, -0.8321094750108696] Predicted: 2.719801524543687 Movie Vector: [1.4424610650750433, 0.21111300344595016] User Vector: [0.7947698734173259, -0.19665779199525021] Predicted: 1.1049075809799471 Movie Vector: [1.821791095491497, 0.2665831145407115] User Vector: [2.222400863577861, -0.30558529410181134] Predicted: 3.9672862244192606 Movie Vector: [1.661609021559951, -0.43751867673967326] User Vector: [1.9316893095434404, -0.35710165985080305] Predicted: 3.3659510292677575 Movie Vector: [1.2729009651895475, -0.8210196222635022] User Vector: [2.31430595312915, -0.14179904848560987] Predicted: 3.06230208270699 Movie Vector: [2.0748187315983246, -0.36314289546282935] User Vector: [2.0035164419936997, -1.0174688143679536] Predicted: 4.526420014206467 Movie Vector: [1.4584968753451268, -0.7865973150559719] User Vector: [1.8343090947951737, -0.29821791337402753] Predicted: 2.909911493137513 Movie Vector: [1.9033384580635244, -0.16334359155816996] User Vector: [1.7429169329638947, 0.12747228316737208] Predicted: 3.296539047163628 Movie Vector: [2.189918316165115, -0.13553216005779883] User Vector: [1.6783315039686897, -1.3568768602134373] Predicted: 3.859309352935149 Movie Vector: [2.0005741169271887, -0.7527450102982214] User Vector: [1.8388716886281713, -0.7013203837883751] Predicted: 4.206714524136845 Movie Vector: [1.2681039792868671, -0.2803637487099326] User Vector: [1.9131938872625067, -0.6862352048763403] Predicted: 2.618524256120754 Movie Vector: [2.0092834151162235, 0.31198037999517214] User Vector: [2.0063370374501703, -0.12197864725816374] Predicted: 3.993244789759146 Movie Vector: [1.1963181735527608, 0.10788387436187158] User Vector: [1.7938787499674915, -0.5193101957631497] Predicted: 2.090024553821668 Movie Vector: [1.8333178549763132, -0.48374448989449714] User Vector: [1.885035531705626, -0.26469593021627197] Predicted: 3.5839144952803124 Movie Vector: [1.966914510613384, -0.058030530323030946] User Vector: [2.0618230862896287, -0.239081139189501] Predicted: 4.069303752038143 Movie Vector: [1.5016987693210018, -0.3472936407953136] User Vector: [1.9631373787376256, -0.26774494463436116] Predicted: 3.0410271022849567 Movie Vector: [1.8655830896697176, 0.19075928662347494] User Vector: [1.846509359051118, -0.24220616354855798] Predicted: 3.398613560188303 Movie Vector: [1.8983690339199133, 0.18645876264495717] User Vector: [1.6885630591094414, -0.36302504936777114] Predicted: 3.1378266217202047 Movie Vector: [1.2594305789948075, -0.6317310367577833] User Vector: [1.8448645939020434, -0.46227736661232666] Predicted: 2.615513843744734 Movie Vector: [1.9469850539885145, 0.6940400416219039] User Vector: [2.0482959713803828, 0.8639600941425937] Predicted: 4.587624542120881 Movie Vector: [1.9664398317296818, -0.3793999205312712] User Vector: [2.103354906211054, 0.031123156422115376] Predicted: 4.124312744764233 Movie Vector: [1.9865942643148269, -0.32541223451018597] User Vector: [1.7230839353261893, -0.5858424251514394] Predicted: 3.613708955491424 Movie Vector: [2.0272857705687057, -0.5681675944349217] User Vector: [1.641789222520481, -0.24177761573548875] Predicted: 3.465746135409473 Movie Vector: [1.9223453938974833, -0.5088951735203897] User Vector: [1.8367144544140719, -0.40166344203152715] Predicted: 3.7352041583772513 Movie Vector: [1.7502739994456662, -0.3568626156609689] User Vector: [1.706297029428858, -0.14658706590545165] Predicted: 3.038798769701793 Movie Vector: [2.129608422632655, -0.09147175233157658] User Vector: [1.7996887408398627, -0.37049015772001404] Predicted: 3.8665216845579806 Movie Vector: [2.0335440771312814, -0.5405189342108] User Vector: [1.912726530951862, -0.41426380202691765] Predicted: 4.113531136942725 Movie Vector: [2.195306713640288, -0.39570979705431575] User Vector: [1.7264386181998845, -0.18795018282258052] Predicted: 3.8644360179231136 Movie Vector: [1.4966575604823242, -0.9148696944273665] User Vector: [1.7016412040847053, -0.40668070308150966] Predicted: 2.918834023879307 Movie Vector: [1.5124412014170616, -0.33925273036135256] User Vector: [1.8703071988867037, -0.3871580000307298] Predicted: 2.960074075494851 Movie Vector: [2.1184483166106505, -0.29958827586579984] User Vector: [1.9417885136472264, -0.6542707683979332] Predicted: 4.309590459403593 Movie Vector: [2.2424238756219617, -0.021007219739433373] User Vector: [1.8603282342510905, 0.20325521332927232] Predicted: 4.167374622048698 Movie Vector: [1.566799871968649, -0.3136204964534431] User Vector: [1.8061849025742143, 0.013623514855023822] Predicted: 2.825657660612712 Movie Vector: [1.9164181488626748, -0.8866331124226536] User Vector: [1.6847319669248688, -0.2968601887214028] Predicted: 3.4918569904643637 Movie Vector: [1.653218773676232, -0.7260348951880595] User Vector: [2.0057182034397316, -0.30063473728070766] Predicted: 3.534162298602217 Movie Vector: [2.428964088344311, -0.1520487533674708] User Vector: [1.7666982771179636, -0.2708725764651165] Predicted: 4.332432507632255 Movie Vector: [1.6663521798582308, -0.8371502059502084] User Vector: [1.643532695209006, -0.37065281934121763] Predicted: 3.048996373377326 Movie Vector: [1.380727255937457, 0.8769508801198974] User Vector: [1.6610397054617458, -0.3818620126747947] Predicted: 1.9585685664258414 Movie Vector: [1.7810515297264526, -0.16980663854422892] User Vector: [2.3331136743184406, 0.0755902925061353] Predicted: 4.142559945193522 Movie Vector: [2.3810151496699263, -0.13894957303088826] User Vector: [1.8971203855129095, -0.8065021528119223] Predicted: 4.629135508435597 Movie Vector: [2.106101110970596, 0.3476799278378814] User Vector: [1.6933522430632884, -0.16525950299280293] Predicted: 3.5089136283050806 Movie Vector: [2.139115594347276, 0.044368332266904155] User Vector: [1.8608524295012603, 0.3837637510203477] Predicted: 3.9976054083424253 Movie Vector: [1.6629900692962187, -0.2835603662623136] User Vector: [2.2350717666002664, -0.7218855230855448] Predicted: 3.921600275346198 Movie Vector: [1.9174416732512263, -0.48672125877575806] User Vector: [1.9572277006403471, -0.46675931039368757] Predicted: 3.980051636349598 Movie Vector: [1.3885811600565856, -0.32668303998229975] User Vector: [1.425078488208684, 0.20003957820138069] Predicted: 1.9134876028048957 Movie Vector: [1.663949963692716, 0.17697269089048123] User Vector: [1.6151632518252006, -0.04960109367481923] Predicted: 2.678772795213608 Movie Vector: [0.943390975253065, -0.7824200973837376] User Vector: [1.7143527106954088, -0.5235926161292525] Predicted: 2.026974261371933 Movie Vector: [1.8192593364101166, -0.3555809873367738] User Vector: [2.1082508087552223, -0.3902295181667298] Predicted: 3.9742131646797967 Movie Vector: [1.8584966658919346, -0.2816077571371323] User Vector: [1.9418955094060295, -0.07903976271610978] Predicted: 3.6312645400447607 Movie Vector: [1.5001005545937824, -0.16863947876914323] User Vector: [2.027046354945497, -0.39662772898426557] Predicted: 3.1076604547223408 Movie Vector: [2.2663080419919783, -0.1660527700380494] User Vector: [1.9725727056759284, -0.36753728021024584] Predicted: 4.531487969758394 Movie Vector: [2.17589801165039, -0.3565267525987239] User Vector: [1.588750125962126, -0.04415882261415866] Predicted: 3.4727020417155057 Movie Vector: [-0.42885592117700866, 1.301201596417448] User Vector: [1.390340106638504, -0.4077120499671601] Predicted: -1.126771157477695 Movie Vector: [2.092503914486987, 0.31425445888828196] User Vector: [2.0541834844640183, 0.2912439698816737] Predicted: 4.389911698475117 Movie Vector: [1.759667163140154, -0.22318624352591113] User Vector: [1.558116538098728, 0.14140727131106237] Predicted: 2.7102063507467813 Movie Vector: [1.993553449923672, -0.3498942981028319] User Vector: [1.6402450890438895, -0.06056051183896946] Predicted: 3.291106033766451 Movie Vector: [1.937516318970213, -0.0458692384680198] User Vector: [1.750530585665557, -0.5209213796337034] Predicted: 3.4155758435690093 Movie Vector: [1.692267109201284, 0.034523609999831485] User Vector: [1.7416483351923684, 0.031470609187210015] Predicted: 2.9484206724792545 Movie Vector: [1.5473522839639853, -0.474486566012741] User Vector: [1.7928759694635124, -0.051589759600602046] Predicted: 2.798689374087823 Movie Vector: [1.9587199478837223, -0.3795141509694102] User Vector: [2.0661589794954356, -0.12978628262951614] Predicted: 4.096282539496401 Movie Vector: [2.0096039524313345, 0.30482170609183545] User Vector: [1.4730462310394137, -0.2393457418106422] Predicted: 2.8872817506463506 Movie Vector: [1.336898934652135, 1.1860932824288795] User Vector: [1.5708140773498926, -0.4792660093311668] Predicted: 1.531565472381454 Movie Vector: [1.7720660149963186, -0.6172898222203766] User Vector: [2.011728584713204, -0.5394437859459954] Predicted: 3.8979090150914013 Movie Vector: [1.7837120375764612, -0.5789933256803371] User Vector: [1.8361499324312698, -0.4901462355051464] Predicted: 3.558954136237684 Movie Vector: [1.9239879559970552, -0.22465275097758702] User Vector: [1.7480299468044365, -0.27745091066589167] Predicted: 3.4255186747162383 Movie Vector: [1.6696890230146395, -1.0532736962936553] User Vector: [1.7827361013511993, -0.9355893082130617] Predicted: 3.962046508232407 Movie Vector: [1.7211519288419916, -0.5096663365803887] User Vector: [1.9925756018437346, -0.6024465111381286] Predicted: 3.7365720467942425 Movie Vector: [1.5462973668265794, 0.39378072082244786] User Vector: [1.6819696442396255, -0.067883708492876] Predicted: 2.5740939363075457 Movie Vector: [1.628863692911129, -0.039742567449869835] User Vector: [1.9569294083000237, -0.3710622254869519] Predicted: 3.202318228294481 Movie Vector: [2.340381783893298, -0.2102776038123469] User Vector: [1.7849898955601806, -0.1933436891898115] Predicted: 4.21821368367772 Movie Vector: [2.2069274048113945, -0.22055710193726338] User Vector: [1.8152444320307088, 0.6637547576953] Predicted: 3.8597168577255205 Movie Vector: [1.6661039078251882, -0.6390969328197903] User Vector: [1.9475480215355074, 0.07795351927587445] Predicted: 3.1949975142858027 Movie Vector: [1.6809932044101157, -0.23032631909485995] User Vector: [1.975988591044884, 0.20212131622424054] Predicted: 3.2750695347618315 Movie Vector: [1.9248861214556958, -0.393247279082171] User Vector: [2.06159772466573, 0.19039132435035377] Predicted: 3.8934699779720767 Movie Vector: [1.8710930807759192, -0.9307217688077823] User Vector: [1.9940731371731477, -0.08207124001227149] Predicted: 3.8074819391982766 Movie Vector: [2.2353545956798007, -0.16028540570314986] User Vector: [2.144194306029697, 0.1995039766157078] Predicted: 4.761057020182703 Movie Vector: [2.174376154193231, -0.017248138514220614] User Vector: [2.1161184471327656, -0.5506981020753575] Predicted: 4.6107360080380095 Movie Vector: [1.9373752015984758, -0.16625051892890833] User Vector: [1.8680433380971386, -0.3622488343005212] Predicted: 3.6793248954244873 Movie Vector: [1.483935334480423, -0.5286761814369247] User Vector: [2.0150032234603774, -0.6524949903080937] Predicted: 3.3350930422676117 Movie Vector: [2.1804918086674503, 0.02914517496085249] User Vector: [2.066567822501473, -0.4010706842704439] Predicted: 4.494444933755461 Movie Vector: [2.071876854403531, -0.1311300528414544] User Vector: [1.7653165402862656, 0.40684170131043706] Predicted: 3.604169306723888 Movie Vector: [1.4060928206178094, -0.7693067481204487] User Vector: [1.8827679193105797, -0.8077154062067442] Predicted: 3.268727366787835 Movie Vector: [1.970943848450542, -0.2640160301124699] User Vector: [1.7179278271657756, -0.20823997780934253] Predicted: 3.440917975286323 Movie Vector: [1.574388074246474, -0.39515219528568274] User Vector: [1.9065744604319292, -0.7978592802340002] Predicted: 3.316963939280455 Movie Vector: [1.2937045992208405, -0.6055955156082505] User Vector: [2.3682181866763767, -0.4783792050409874] Predicted: 3.3534790613947294 Movie Vector: [1.5051599874919324, -1.0170079627695123] User Vector: [1.7256369675218621, 0.580446525766073] Predicted: 2.0070409777848273 Movie Vector: [1.7658252307787208, 0.053108640278470204] User Vector: [1.8552676860552888, -0.556556468470942] Predicted: 3.2465205326062048 Movie Vector: [1.9892589836714165, -0.32642232578176206] User Vector: [1.683715215679103, -0.1404433732732114] Predicted: 3.3951894712783903 Movie Vector: [1.97163006632952, -0.6556581995476217] User Vector: [2.149234534965532, -0.32891292756831425] Predicted: 4.453149886629166 Movie Vector: [2.136023162096593, -0.33672398683386257] User Vector: [1.8957465978064785, -0.0779452008979237] Predicted: 4.075604661181367 Movie Vector: [1.4504952419743076, -0.9038372134897585] User Vector: [1.837759449123134, -0.26109283319068377] Predicted: 2.901646755659644 Movie Vector: [2.1038979766305776, -0.17040879655916585] User Vector: [1.7238887706771082, -0.16021846405032808] Predicted: 3.654188732209116 Movie Vector: [2.083372754234972, 0.11776876938255591] User Vector: [1.927930177708902, -0.3130443901595145] Predicted: 3.9797303517149154 Movie Vector: [1.84426323392623, -0.23081275559520317] User Vector: [1.9120400276870222, -0.5147801773705761] Predicted: 3.6451229561231555 Movie Vector: [1.612836623307839, -0.41124206343234443] User Vector: [1.305129613551102, 0.17190351960516512] Predicted: 2.0342668807851134 Movie Vector: [2.071920114149635, -0.2986660332362058] User Vector: [1.9977754692435026, -0.7431272241728742] Predicted: 4.361178038513883 Movie Vector: [1.6455423014767945, 0.03426513181826654] User Vector: [1.9275800820464726, 0.26840533722898713] Predicted: 3.1811115087524584 Movie Vector: [1.8286577083247244, -0.4120853436142713] User Vector: [1.8650169575478337, -0.18578707692497173] Predicted: 3.4870377670098893 Movie Vector: [1.4817998865479791, 0.6180622487946626] User Vector: [2.3367658754835374, 0.9241897609836093] Predicted: 4.033826211167226 Movie Vector: [2.1962705505382623, -0.23944873240256598] User Vector: [1.6309442740964684, -0.04792267182483105] Predicted: 3.593469901788877 Movie Vector: [1.8734848882705828, -0.11252026127111844] User Vector: [1.915879554281683, 0.0912830043175628] Predicted: 3.579100205197888 Movie Vector: [1.702347413691916, -0.17235656451567793] User Vector: [1.6832952734930873, -0.5450251840639913] Predicted: 2.959492023610578 Movie Vector: [2.012274300929207, -0.2295868228701741] User Vector: [1.7384138650705139, -0.29693005988293675] Predicted: 3.566336774123583 Movie Vector: [0.4755146858425605, -0.8332628243012672] User Vector: [1.6330699300799807, -0.36004152142585644] Predicted: 1.0765579497699487 Movie Vector: [0.9935990682066965, -0.4785015814911376] User Vector: [1.4286252511843283, 0.19920515285822468] Predicted: 1.324160737709462 Movie Vector: [1.2512028571788705, -0.19098104149915007] User Vector: [1.8573294276454981, -0.18928148495675332] Predicted: 2.3600450617259896 Movie Vector: [2.024952013806647, 0.047748659077230186] User Vector: [2.018669877711512, -0.32776363000557146] Predicted: 4.072059360255692 Movie Vector: [1.9710152231184273, 0.3110917387957043] User Vector: [2.017108251638746, -0.3779240517623465] Predicted: 3.858182020262298 Movie Vector: [1.2925291526702745, -0.9064285861912664] User Vector: [2.0064580382490016, -0.3677770331907294] Predicted: 2.926769124275135 Movie Vector: [1.961057041364002, 0.058123038929100174] User Vector: [1.8552506252051142, -0.3933512814315749] Predicted: 3.615389530209997 Movie Vector: [1.7759513261337587, -0.37381451214629385] User Vector: [1.956916942426968, -1.0968311533710617] Predicted: 3.8854006415410547 Movie Vector: [1.4847935365978568, -0.59412911692101] User Vector: [2.0050252250409644, -0.8183221871151688] Predicted: 3.463237533244092 Movie Vector: [1.4993208118238817, -0.34696932009045356] User Vector: [1.8014739251861502, -0.01615977601093205] Predicted: 2.706594294484981
avg loss: 0.954674063730852: 57%|██████████████████████████ | 39664/70000 [00:54<00:38, 790.29it/s]
Movie Vector: [2.154213881802835, 0.5303913330354524] User Vector: [2.0773998968344842, -0.5273046692130119] Predicted: 4.195485869396916 Movie Vector: [2.2402846422845144, -0.49763603718100335] User Vector: [1.6857482457834179, -0.49986893336236343] Predicted: 4.0253087008949935 Movie Vector: [1.9763805820168963, -0.5007769991486436] User Vector: [1.5919239461663663, -0.3447253621013237] Predicted: 3.318878107614448 Movie Vector: [1.7253373725954253, -0.8981710311398692] User Vector: [1.6316685314122512, -0.35479587904170495] Predicted: 3.1338460774565142 Movie Vector: [2.0178923415081114, 0.351646521247524] User Vector: [1.767595948259511, -0.6745018533156182] Predicted: 3.32963209658019 Movie Vector: [1.9180070213026879, 0.16160514129502956] User Vector: [2.0271296824541754, -0.6468226001586608] Predicted: 3.7835191063467377 Movie Vector: [1.2174340635390402, -1.0548065801521427] User Vector: [2.101781078933406, -0.32325523297237707] Predicted: 2.8997516264032415 Movie Vector: [2.344751531896519, -0.20574726352542586] User Vector: [1.9373589230875705, 0.1693214568638079] Predicted: 4.507787876337105 Movie Vector: [2.020293132941106, 1.3464122601327322] User Vector: [1.9100449485252327, 0.4337708242656883] Predicted: 4.442885048993579 Movie Vector: [1.5304292242811226, -0.4772955497987201] User Vector: [1.613912174474029, -0.23396478758938274] Predicted: 2.5816487091641633 Movie Vector: [1.78162577739151, -0.22003274341420495] User Vector: [1.6938570649080904, -0.1462966878483292] Predicted: 3.0500094716366575 Movie Vector: [1.4615059811620732, -0.8292477913392915] User Vector: [2.047328888836976, -0.1504201266229995] Predicted: 3.11691897421624 Movie Vector: [1.8101803726537136, 1.1533126433714738] User Vector: [1.5959464825718126, -0.42722928325375353] Predicted: 2.3962220645621404 Movie Vector: [2.381582653085952, -0.21474033386328345] User Vector: [2.216133509475373, -0.5804165086933172] Predicted: 5.402543957945605 Movie Vector: [1.5027136923746436, -0.4732776988660698] User Vector: [2.255975812556955, -0.34575539130453325] Predicted: 3.5537240591624952 Movie Vector: [1.969653973663015, -0.4121524272274019] User Vector: [1.8534295287699936, -0.25635627993347965] Predicted: 3.756272699255758 Movie Vector: [2.163205560017628, -0.46037653518430655] User Vector: [1.8180603949976843, -0.3818017877665465] Predicted: 4.108610939085972 Movie Vector: [2.2131884147873566, -0.21626882339819564] User Vector: [2.0338406374042597, 0.6021587265736924] Predicted: 4.371044376931793 Movie Vector: [2.1953957636975856, -0.3868484023680687] User Vector: [2.0118881619056004, -0.20790715534653287] Predicted: 4.497319298567573 Movie Vector: [1.969324862162699, -0.0357583348833503] User Vector: [1.9551458461373628, -0.5913628373785434] Predicted: 3.8714634743289857 Movie Vector: [2.1323040827036976, 0.27164271828844494] User Vector: [2.028043689001376, -0.2421740345940442] Predicted: 4.258621024903096 Movie Vector: [1.120621496632587, -1.1581093280838612] User Vector: [2.031822740099593, -1.0843935440064012] Predicted: 3.53275051853026 Movie Vector: [2.3250597943238307, -0.17013956811207212] User Vector: [2.0476321523723504, 0.4749062606003694] Predicted: 4.680066844973454 Movie Vector: [1.4608027386384541, -0.7601428515725014] User Vector: [2.0695013103225315, -0.33090814036580046] Predicted: 3.2746706391612364 Movie Vector: [1.8885979208515138, -0.5444938196713386] User Vector: [1.985302812902731, -0.2968251115173703] Predicted: 3.9110582034532237 Movie Vector: [1.7791247895666373, -0.21981673567499954] User Vector: [1.9284265280270787, -0.46955864411897036] Predicted: 3.5341282892291086 Movie Vector: [1.8350943656060181, -1.1902651321167714] User Vector: [1.796518826809967, -0.31831755894406333] Predicted: 3.675663868135748 Movie Vector: [1.5960028738283885, -1.1119880596061344] User Vector: [1.7423350854871738, -0.7910131237619651] Predicted: 3.660368952224615 Movie Vector: [1.935459319733773, 0.5838688748652016] User Vector: [2.0290201257579916, -0.3706994251292287] Predicted: 3.710646056062317 Movie Vector: [1.9838673283884325, 0.4656528721498923] User Vector: [1.4151316219604655, -0.04447264802266176] Predicted: 2.786724573892834 Movie Vector: [1.9183058825236965, -0.5486529723164347] User Vector: [1.937009988974636, -0.3649315939977319] Predicted: 3.9159984600962345 Movie Vector: [1.8519901952219522, 0.13446007923099595] User Vector: [1.8521777957312309, -0.7740373731391316] Predicted: 3.3261379909820077 Movie Vector: [0.21328203295202308, 0.2586310618443193] User Vector: [0.9042738893901264, -0.21990893194988045] Predicted: 0.13599009289531128 Movie Vector: [2.1580297268403394, -0.312924928906666] User Vector: [1.8588186412683996, 0.3074543969349123] Predicted: 3.915175739359276 Movie Vector: [1.6499538195273593, -0.5680465965806007] User Vector: [1.600320777435484, -0.25780725254216263] Predicted: 2.786901911579041 Movie Vector: [1.4888691771899956, -0.6622661671336603] User Vector: [1.6223152926392383, -0.18105270668005255] Predicted: 2.5353203169967027 Movie Vector: [1.95292977964412, -0.3420478511767662] User Vector: [1.65717492264924, -0.3806923316948937] Predicted: 3.3665612505368534 Movie Vector: [2.463784998397076, -0.1573875425331223] User Vector: [2.3885422044047337, -0.3426216456555536] Predicted: 5.938778830079047 Movie Vector: [2.3448467059228086, -0.4515802010785783] User Vector: [1.826019715992126, -0.5164117260941876] Predicted: 4.514937627103188 Movie Vector: [2.360699092352721, -0.4757403776091754] User Vector: [2.096137537879065, 0.032515657187924686] Predicted: 4.932880972088783 Movie Vector: [2.033048222880099, -0.34403970399934464] User Vector: [2.2291220189676104, -0.5413443834332905] Predicted: 4.718156520683095 Movie Vector: [1.4318004768516557, 0.8652094853368878] User Vector: [1.8467426786554013, -0.5018387852334782] Predicted: 2.209971370827161 Movie Vector: [2.140380824436779, -0.3548335068922205] User Vector: [1.6907809811528502, -0.753539094251761] Predicted: 3.8862961097757034 Movie Vector: [2.2110529395681264, -0.4704247245088136] User Vector: [1.954800656152975, 1.221991304667107] Predicted: 3.7473128142065484 Movie Vector: [1.7586193882867374, -0.34435675460337645] User Vector: [2.0294758479409305, -0.1715819956367769] Predicted: 3.6281609934144377 Movie Vector: [2.0775966206047283, -0.8109206737923454] User Vector: [1.97965293839714, -0.2022270201652466] Predicted: 4.276910326235538 Movie Vector: [1.4610131013364995, -0.3106735024822808] User Vector: [1.6558004852126593, -0.5779767228147665] Predicted: 2.598708254925122 Movie Vector: [1.7813169900538497, -0.3773655453890252] User Vector: [1.7748869892720591, -0.23684372265631357] Predicted: 3.251013009988011 Movie Vector: [1.8245942598026812, -0.6560250632201448] User Vector: [1.902360904439568, -0.3120062525398577] Predicted: 3.6757207078610135 Movie Vector: [1.9696137791884383, -0.32478366458743496] User Vector: [1.5280819021773726, -0.40791958221342156] Predicted: 3.142216787025283 Movie Vector: [1.5933879616264282, 0.06265142585495317] User Vector: [2.278203112040044, -0.5253480001577853] Predicted: 3.5971476115845373 Movie Vector: [1.3622294514476536, -1.0111575495613743] User Vector: [2.0991144113720606, -0.4006356557951056] Predicted: 3.2645812411099193 Movie Vector: [2.172395670833277, -0.17677498186231327] User Vector: [2.121025258367936, -0.32240473477612996] Predicted: 4.664699180148911 Movie Vector: [1.9670929180204002, -0.6904875689639995] User Vector: [1.6094566852728658, -0.015130934410344566] Predicted: 3.176398569577995 Movie Vector: [2.143594402817696, -0.5007021217054626] User Vector: [2.093928962036056, -0.5911293909199663] Predicted: 4.784514143154443 Movie Vector: [2.320040641722177, -0.24334183003304433] User Vector: [1.8477576081589455, -0.06841889447287407] Predicted: 4.3035219259699815 Movie Vector: [1.5498947504196146, -1.3749081207502991] User Vector: [1.6312634524274858, -0.4638434020835818] Predicted: 3.1660287217498997 Movie Vector: [2.15672857661238, -0.13357263803387726] User Vector: [2.1387833446068027, 0.11047886977328768] Predicted: 4.598018204413475 Movie Vector: [2.002525610858041, -0.15705863769596454] User Vector: [1.8604512473811332, -0.30964274254214935] Predicted: 3.7742333379496205 Movie Vector: [1.9329769036395676, 0.1239713644487581] User Vector: [1.8670746329839103, -0.14896387684337772] Predicted: 3.590544887863371 Movie Vector: [1.920646075585366, 0.27676133121143837] User Vector: [1.9849709566789155, -0.6603775747590319] Predicted: 3.629659701403798 Movie Vector: [2.2113379384372496, 0.023158689427126726] User Vector: [2.0835473509745657, -0.06793270082955874] Predicted: 4.605854071420031 Movie Vector: [1.9003541028605433, 0.004900982743659361] User Vector: [1.9042203033610983, -0.20371037069299014] Predicted: 3.617694485231141 Movie Vector: [1.5663542876179863, -1.6398246374337784] User Vector: [1.4692656861974822, 0.15267661149385503] Predicted: 2.0510277381378805 Movie Vector: [1.5324385966575234, -0.47783339749307246] User Vector: [2.090345402980939, -0.7657448603739664] Predicted: 3.5692244441189658 Movie Vector: [1.980246361064721, -0.4914056776059531] User Vector: [2.1411081711714823, -0.550896331908232] Predicted: 4.510635249880266 Movie Vector: [1.4568031096435226, -0.6487975569945481] User Vector: [1.856143128767991, -0.5113670127883154] Predicted: 3.0358087505573255 Movie Vector: [1.586920939105856, -0.28568916375002684] User Vector: [1.628775056879104, -0.4278431779707069] Predicted: 2.706967402585387 Movie Vector: [1.7093845283212512, -0.30618583162657514] User Vector: [1.8847965880191502, -0.29040276494367534] Predicted: 3.310759338683555 Movie Vector: [1.7268039035489888, -0.3109884608849274] User Vector: [1.7194920566810195, -0.5372553622397074] Predicted: 3.136305813803364 Movie Vector: [1.744709514398836, -0.44909491263930273] User Vector: [2.0810231841648097, -0.7615923625173725] Predicted: 3.9728082046084046 Movie Vector: [1.3753505415961185, 0.012360323810018703] User Vector: [1.9104917788467188, -1.0870592640069296] Predicted: 2.61415949824796 Movie Vector: [1.4832187207379621, -0.04903671459977608] User Vector: [2.3267047111214074, -0.3646796827612119] Predicted: 3.468894678688382 Movie Vector: [2.2051123797965655, -0.38308403197002006] User Vector: [2.328243329672192, 0.47246442087793866] Predicted: 4.953044614126625 Movie Vector: [2.244906774534797, -0.3069315189528536] User Vector: [1.7436134810573927, -0.9158457585047212] Predicted: 4.195351645580323 Movie Vector: [1.8744574343361504, -0.3721397199822656] User Vector: [2.0393886054282313, -0.6457897024907463] Predicted: 4.063071131997719 Movie Vector: [1.9310521047503844, -0.7937626492216724] User Vector: [2.1697192647961505, -0.5579962837758965] Predicted: 4.632757561467867 Movie Vector: [1.9273488662549707, 0.0652698651819637] User Vector: [1.9663896122991347, -0.5624595555310641] Predicted: 3.753207130520469 Movie Vector: [1.7927296718439851, 0.07263548993828271] User Vector: [2.242452167920425, -0.3572100791502282] Predicted: 3.9941644100118467 Movie Vector: [1.9578409949295006, -0.38199933144462017] User Vector: [1.9539904481405657, -1.4539135963076097] Predicted: 4.380996624838016 Movie Vector: [1.575996152816216, -0.4230842929874033] User Vector: [1.9667659625477827, -1.086553525933869] Predicted: 3.5593193207778886 Movie Vector: [1.740632574719291, -0.017596592511261094] User Vector: [1.3634114478033617, -0.32600718794846506] Predicted: 2.3789349944337927 Movie Vector: [1.7708715656447787, -0.5428319767991104] User Vector: [1.5747705249211625, -0.4407210325086581] Predicted: 3.027953814292009 Movie Vector: [1.8078213790958022, -0.4721919710974619] User Vector: [2.0295255777887453, -0.8348644470989712] Predicted: 4.06323601782311 Movie Vector: [1.8564972074037154, -0.628956788709882] User Vector: [1.8315605992790405, -0.2919419495619933] Predicted: 3.5839060088384276 Movie Vector: [1.6157044533274039, -0.4049008744623297] User Vector: [2.1053844197076512, -0.32637723166868066] Predicted: 3.533829409395027 Movie Vector: [1.909694228987115, 0.6271656368127491] User Vector: [1.9673648079298998, 0.26923377468424176] Predicted: 3.9259193917674162 Movie Vector: [2.1766956137253177, 0.26634180873328345] User Vector: [1.4904489375646202, 0.37912741724569354] Predicted: 3.345231146928065 Movie Vector: [1.9108136000922449, -0.7010471055702883] User Vector: [2.000355909431213, -0.6000835285556827] Predicted: 4.24299409756042 Movie Vector: [1.749119350146183, -0.2809553514787501] User Vector: [2.1339355551783217, -0.7752122095129564] Predicted: 3.9503079903216713 Movie Vector: [1.2236548796695188, -1.0557633455297037] User Vector: [2.5442339469512727, -0.5021325384157086] Predicted: 3.6433974128648554 Movie Vector: [1.5684204379846696, -0.7993016769413489] User Vector: [1.6600737741874856, -0.40736140465541587] Predicted: 2.929298289860257 Movie Vector: [2.18525909040809, -0.24029839957720833] User Vector: [1.7956765861879744, -0.4983148684083389] Predicted: 4.043762848764288 Movie Vector: [1.42799784315988, -0.8343571450928746] User Vector: [1.721731836216842, 0.030528170690063788] Predicted: 2.4331579512754806 Movie Vector: [2.3444014541443416, -0.16565366700501968] User Vector: [1.5901238304008964, -0.3241216513364753] Predicted: 3.7815805603610415 Movie Vector: [1.950355737576805, -0.2830843696313324] User Vector: [1.8603673174287858, -0.2437808551531264] Predicted: 3.6973886212568114 Movie Vector: [2.2348502053975814, -0.3016492323168022] User Vector: [2.0541097464629186, -0.43282830520643434] Predicted: 4.721189914782331 Movie Vector: [1.7769377960123305, -0.8235349611767118] User Vector: [1.807534632770798, -0.6675419679031486] Predicted: 3.761620755192644 Movie Vector: [1.7109640127727401, 0.6264277034180462] User Vector: [2.2241604548397156, -0.3053278127033872] Predicted: 3.6141926963615645 Movie Vector: [1.3185466608925882, -0.6720987669429331] User Vector: [2.1007843815623715, -0.34718658943303154] Predicted: 3.0033259102214287 Movie Vector: [1.4568073680531188, -0.702793244395112] User Vector: [1.923529105005481, -0.5639110309653601] Predicted: 3.1985242358389443 Movie Vector: [2.203558106964891, 0.5178663298493551] User Vector: [1.814675810443262, -0.30605256235847667] Predicted: 3.8402492764057587 Movie Vector: [1.9462445924584706, -0.10327903425785263] User Vector: [1.8325619180331045, -0.5485871310344125] Predicted: 3.6232712724167726 Movie Vector: [1.2552306391402843, -0.7260261398485278] User Vector: [2.021737760105325, -0.37334750446557513] Predicted: 2.8088072282802763 Movie Vector: [1.4738224762144758, -0.6469799610243449] User Vector: [1.6396775656311746, -0.8110151532293775] Predicted: 2.9413042021983573 Movie Vector: [2.15623782115353, -0.04035132987879734] User Vector: [1.4986457953758268, 0.17377414428323718] Predicted: 3.224424726681693 Movie Vector: [1.7754603313727684, -0.075491024984552] User Vector: [2.2465658408504185, 0.03792635081599734] Predicted: 3.9858254331500027 Movie Vector: [1.9325854301426408, -0.04487253543006585] User Vector: [1.9493703415993773, -0.1562230854152946] Predicted: 3.7743348460624313 Movie Vector: [1.1820470015785431, -0.4060776689480294] User Vector: [1.7583389035488972, -0.8021635138299087] Predicted: 2.4041799185100867 Movie Vector: [1.893457749390029, -0.0021388079795574325] User Vector: [1.8142780826555105, -0.24518858295973814] Predicted: 3.4357833064502907 Movie Vector: [1.4298356389394637, -0.3257987471450734] User Vector: [1.6274402387511635, -0.9432757117263554] Predicted: 2.6342900987033873 Movie Vector: [-0.046362350852780676, 0.5522621035074182] User Vector: [1.6594157123745024, -0.27815247449320935] Predicted: -0.23054748412713694 Movie Vector: [1.8178410515636023, -0.7023270210481076] User Vector: [2.0593812469470865, -0.6421615724623725] Predicted: 4.19463519573972 Movie Vector: [2.1898356911701016, -0.10387034644017287] User Vector: [2.217564547874089, 0.6920998036458398] Predicted: 4.784213348032301 Movie Vector: [1.5393859187696075, 0.2552080024749079] User Vector: [1.927476390969806, -0.6893929083026743] Predicted: 2.791191427971489 Movie Vector: [1.9469104165257873, -0.5523701196264169] User Vector: [1.9928574333242801, -0.06498576811758723] Predicted: 3.915811092099012 Movie Vector: [1.8478104862294484, -0.39937394795592585] User Vector: [1.6422316470459855, -0.8121363462637323] Predicted: 3.358878957115278 Movie Vector: [2.1174990404214675, 0.25128390008519796] User Vector: [1.9386738236774625, -0.07847575836986562] Predicted: 4.08542026670192 Movie Vector: [1.670982995281169, -0.3947268308748371] User Vector: [2.0747173594692336, -0.2362280896318642] Predicted: 3.5600629928717407 Movie Vector: [2.072991554013176, -0.019077972703266194] User Vector: [1.7431127039107261, 0.1352608323364231] Predicted: 3.6108774104328694 Movie Vector: [2.23323078082917, -0.022011636276721102] User Vector: [1.9308350394843343, -0.2677487145961174] Predicted: 4.3178938301991705 Movie Vector: [1.7187344570922654, -0.6029889976833221] User Vector: [2.164380071226308, 0.1088935880940466] Predicted: 3.654332971121497 Movie Vector: [1.59577448778278, -0.44036720201860524] User Vector: [1.865178653154413, -0.2591574698634932] Predicted: 3.0905289597468664 Movie Vector: [1.7477391699230094, -0.31209537859858033] User Vector: [2.003577934341557, -0.05714045825569626] Predicted: 3.5195649087947785 Movie Vector: [1.642056762308885, -0.760852748124975] User Vector: [1.6350702869052294, -0.5401425772909874] Predicted: 3.095847185774215 Movie Vector: [1.286295888660871, -0.1945573920440115] User Vector: [1.9293016441436974, -0.20816356537341846] Predicted: 2.5221525332463326 Movie Vector: [2.072015764979769, -0.21330778413789497] User Vector: [1.8314038340713998, -0.6878244903717416] Predicted: 3.9414159341573063 Movie Vector: [1.9500086454330203, -0.7401772227107888] User Vector: [1.96682637299098, 0.047354062828967286] Predicted: 3.8002780326892642 Movie Vector: [1.2047644415363816, -0.3458294540699867] User Vector: [2.0003219767085323, -0.6472645565478408] Predicted: 2.6337599373919978 Movie Vector: [1.8213024226542442, -0.3914660659243236] User Vector: [2.044436766302826, -0.48187576231062484] Predicted: 3.9121756443667706 Movie Vector: [2.1079893892555295, -0.18019216681187966] User Vector: [1.558382659188206, -0.039183031352074946] Predicted: 3.292114585290143 Movie Vector: [1.9453033704887126, -0.8036804501927507] User Vector: [2.0460221087266, -0.3143308394152312] Predicted: 4.232755254730976 Movie Vector: [1.2666430879689388, -0.7281336383451663] User Vector: [1.8435961212374283, -0.127152869754923] Predicted: 2.427762565652415 Movie Vector: [1.5606459984214627, -1.5583802130980056] User Vector: [1.88809160100383, -0.140338554037711] Predicted: 3.1653434275069543 Movie Vector: [1.6548914763501472, -0.6395457271413957] User Vector: [2.0070468758675473, 1.1617754676526781] Predicted: 2.578436231273429 Movie Vector: [1.560843195786607, -0.21311346606494666] User Vector: [1.6575086300620328, -0.5137646141601748] Predicted: 2.696601224855099 Movie Vector: [1.6546621460816116, -0.15691680646151646] User Vector: [2.1531287759417084, 0.34935001056570475] Predicted: 3.507881793194513 Movie Vector: [1.74827292380972, -0.3133281914094861] User Vector: [2.0654463393270777, -0.195126181515964] Predicted: 3.6721024441784693 Movie Vector: [1.5907891967372834, -0.4396745201611869] User Vector: [2.1722348252264414, -0.249634928079522] Predicted: 3.56532580996556 Movie Vector: [1.883620168355105, 0.07777787673311962] User Vector: [1.9613981944268783, -0.4075904432353873] Predicted: 3.662827677946196 Movie Vector: [1.643623345964535, 0.32261496042669985] User Vector: [1.8692894043141588, -0.3287351220858338] Predicted: 2.9663528368923027 Movie Vector: [1.1797301885845246, 0.02700374078602928] User Vector: [2.3929126884477183, -0.48993893787482856] Predicted: 2.809761153129374 Movie Vector: [2.3154164060716256, -0.3542988760454812] User Vector: [1.6047726567465752, -0.3198049944352203] Predicted: 3.8290234875282994 Movie Vector: [2.058378067946226, -0.7654821671194431] User Vector: [2.1032450559735354, -0.12728645295734187] Predicted: 4.426709004586991 Movie Vector: [2.1137187928014516, -0.4530780342079301] User Vector: [1.7043402393747225, -0.8372610848971616] Predicted: 3.98184059975808 Movie Vector: [1.9063538599295062, -0.4121137382142418] User Vector: [1.8963454076157717, -0.4881001696813651] Predicted: 3.8162581731183125 Movie Vector: [1.8337121335825235, -0.40161770156589777] User Vector: [1.2925461769266144, -0.3252907890295149] Predicted: 2.500800146876627 Movie Vector: [1.6428477156313006, -2.5037889864505374] User Vector: [1.8572059302330486, -0.34806757293165314] Predicted: 3.9225942755871106 Movie Vector: [1.837225496857634, -1.823756787781398] User Vector: [1.6922703112174602, -0.20480304808222372] Predicted: 3.482593112442197 Movie Vector: [2.114632570069846, -0.4535269294046843] User Vector: [1.6425045270164345, -0.43031485803088365] Predicted: 3.668452945556079 Movie Vector: [2.14733790633789, -0.1011072728073689] User Vector: [2.1752364286548413, -0.376060107489296] Predicted: 4.708990050377485 Movie Vector: [1.7286343754724351, -0.8370276853657859] User Vector: [1.9291769746978744, -0.31297391129452856] Predicted: 3.596809463383398 Movie Vector: [1.792693942993006, -1.2755906328783906] User Vector: [2.1810674412218822, -0.3394988414062292] Predicted: 4.343047933108575 Movie Vector: [2.1195404903913664, -0.23719414311345227] User Vector: [2.075466020228733, -0.11473209337143675] Predicted: 4.426248046881077 Movie Vector: [2.0164929238216787, -0.36158823981312394] User Vector: [1.980555677924622, -0.634109485716614] Predicted: 4.223063042558924 Movie Vector: [1.650899407787934, -1.6310392539683176] User Vector: [2.0012895421990855, -0.333100997687869] Predicted: 3.84722852279358 Movie Vector: [1.43755598153, 0.26831612590566856] User Vector: [1.684920334565314, -0.35687075573846344] Predicted: 2.3264131267271235 Movie Vector: [1.4076697973037975, -0.1664800818252163] User Vector: [2.047407757624687, -0.1072607048048238] Predicted: 2.8999308340863035 Movie Vector: [2.158231429400496, -0.5169815546762625] User Vector: [2.0078811218792123, 0.11681052010908292] Predicted: 4.2730832594511075 Movie Vector: [1.716716817179724, -0.4276576219256786] User Vector: [1.837519452682783, -0.305719408069807] Predicted: 3.2852437813470754 Movie Vector: [2.251752432838396, 0.6821554868869109] User Vector: [1.8534395704635425, -0.057033621870093816] Predicted: 4.134581263814515 Movie Vector: [1.0209564495243473, -0.4401093448295124] User Vector: [1.8299522644417858, -0.032703358662031334] Predicted: 1.8826946204579964 Movie Vector: [1.7295046050586305, -0.5500159572286848] User Vector: [1.8809970202724349, -0.5203028263989355] Predicted: 3.5393678657733387 Movie Vector: [2.037996652778042, -0.38733131120668085] User Vector: [1.862277503561042, 0.0585996150572636] Predicted: 3.772617853064915 Movie Vector: [1.977068373904407, -0.5282573839220369] User Vector: [2.0380694858175996, -0.3668217205912559] Predicted: 4.22317900671491 Movie Vector: [1.6885828058858947, -0.4012652494464948] User Vector: [1.78416243696341, -0.3196706341005981] Predicted: 3.140978730696986 Movie Vector: [1.4534774284342151, -0.4601890082062174] User Vector: [1.8739556233890626, -0.15043459368456927] Predicted: 2.7929805469509787 Movie Vector: [1.711796613814934, -0.4857875661747377] User Vector: [1.82020939459499, -0.23795213372960142] Predicted: 3.2314224660124236 Movie Vector: [1.3232440261438676, -0.14360509772262486] User Vector: [1.6925291028265503, -0.7015524194325367] Predicted: 2.340375528140026 Movie Vector: [1.810447870940896, -0.3518705487259595] User Vector: [1.7641784012382793, -0.29986961837093684]
avg loss: 0.9543736986511376: 57%|█████████████████████████▌ | 39846/70000 [00:54<00:37, 809.85it/s]
Predicted: 3.2994683176441817 Movie Vector: [1.6768503807540989, -1.0780444729650054] User Vector: [1.8444923570910217, -0.05974412885363439] Predicted: 3.157344539188875 Movie Vector: [1.5902904923275882, 0.3319941299180929] User Vector: [1.5593975205685027, 0.05831711454794647] Predicted: 2.499255990422984 Movie Vector: [1.8989249276993678, -0.7733699639001551] User Vector: [2.3041666745893634, -0.4172799844652566] Predicted: 4.698151342474053 Movie Vector: [2.159984324650811, -0.03071458300114764] User Vector: [1.598882114830719, -0.1977646926838686] Predicted: 3.459634565067026 Movie Vector: [2.0361487919732477, -0.3403940507955039] User Vector: [1.7238765283106818, -0.7278956018683556] Predicted: 3.757840443107032 Movie Vector: [1.8428078130615386, -0.659012268478868] User Vector: [1.5173718990874403, -0.1554078252085062] Predicted: 2.898640454388385 Movie Vector: [1.784398739904919, -1.1854256827241278] User Vector: [2.142531082775553, -0.3241547344518945] Predicted: 4.207391111707714 Movie Vector: [1.6041745927967308, -0.08361601925867095] User Vector: [1.554498205695289, 0.38848675216253953] Predicted: 2.461202810373927 Movie Vector: [1.350492200285724, -1.4144903644648097] User Vector: [2.273032552767418, 0.08131846663263763] Predicted: 2.9546885460030268 Movie Vector: [1.6091293843907977, -1.783493113870874] User Vector: [1.8222895560508074, -0.5234500637692405] Predicted: 3.8658692556975263 Movie Vector: [1.7367616253222493, -0.26296494887089644] User Vector: [2.0283689255960256, -0.061567408188813705] Predicted: 3.5389833823177828 Movie Vector: [2.027883353019557, -0.35116181386419953] User Vector: [1.6002121216691845, 0.1358951311020358] Predicted: 3.1973223420999406 Movie Vector: [1.3975228442123404, -0.06970594580074138] User Vector: [1.5739107260103617, -0.32472849137702275] Predicted: 2.2222117009701936 Movie Vector: [1.9847725692463631, -0.19523040006344924] User Vector: [2.1557888170904915, -0.48923614998589304] Predicted: 4.37426427853652 Movie Vector: [1.565658772718887, -0.016699742801198736] User Vector: [1.9383240397798978, -0.8058280372285241] Predicted: 3.0482111582170215 Movie Vector: [1.838781958286513, -0.420866856069714] User Vector: [2.0681879246650454, -0.7472167389994291] Predicted: 4.117425401965465 Movie Vector: [2.3029094370909977, -0.20235281658400558] User Vector: [1.9121398501358728, 0.17893303727680684] Predicted: 4.367277301842774 Movie Vector: [2.1943740312971287, -0.23868863822938458] User Vector: [2.157298020905066, -1.0414313100920098] Predicted: 4.982496576058073 Movie Vector: [2.17342313991258, -0.03318977944047599] User Vector: [1.660504996314266, -0.13663475214888096] Predicted: 3.613514860217604 Movie Vector: [1.892623899383478, -0.09159952700436218] User Vector: [1.87963396948009, -0.23881911148419244] Predicted: 3.579315890382608 Movie Vector: [1.4917905724514013, 0.22178713294910302] User Vector: [1.9666701356295238, -0.34774436624078364] Predicted: 2.856734741466096 Movie Vector: [2.185492920743149, -0.033869724721856856] User Vector: [1.8424153117037267, -0.5569430141574935] Predicted: 4.045449127372552 Movie Vector: [2.0974234506601683, -0.07070549474410212] User Vector: [1.9521923316976937, -0.5941704416159497] Predicted: 4.136585091738474 Movie Vector: [1.7761591332119797, -0.31290589347704223] User Vector: [1.9230276088171145, -0.9169619989161398] Predicted: 3.7025258643746617 Movie Vector: [1.9976512013061989, 0.286871669444221] User Vector: [1.9279379463863477, 0.2974317575935255] Predicted: 3.9366722994890773 Movie Vector: [1.9137730418781538, -0.3708086157695732] User Vector: [1.7400377959291757, -0.39096032116696844] Predicted: 3.4750088812110884 Movie Vector: [1.6932443200493639, 0.2766301632646743] User Vector: [2.006523591392036, -0.42640535698763576] Predicted: 3.2795780906491943 Movie Vector: [1.8324513609203028, -0.08943363870562321] User Vector: [1.7182993896936936, -0.7043491405896166] Predicted: 3.211692561674843 Movie Vector: [2.1130194212575044, -0.18305138116912412] User Vector: [2.1006549057702615, -0.3471205921325135] Predicted: 4.502265517074516 Movie Vector: [2.048044438372774, -0.4184165073257122] User Vector: [2.0041252886740906, -0.21359572602309065] Predicted: 4.193909628933483 Movie Vector: [2.023541645694405, -0.16945831535091102] User Vector: [2.2352181943240663, 0.18834710911273259] Predicted: 4.491140119617139 Movie Vector: [1.8442931398433189, 0.09957729673053259] User Vector: [1.6845228059324195, -0.4973262243045689] Predicted: 3.0572314538813283 Movie Vector: [1.5051210817037908, -0.7672292450020173] User Vector: [1.403996514935097, 0.36854904585222453] Predicted: 1.8304231470720496 Movie Vector: [1.9438169402365197, -0.004072870532080187] User Vector: [1.580016962138883, 0.3871566121392364] Predicted: 3.069686898109723 Movie Vector: [2.1954888794235785, -0.23922682893536554] User Vector: [1.4394399632998216, -0.2933858599603626] Predicted: 3.2304602009554353 Movie Vector: [1.964187831470856, 0.189289689972577] User Vector: [1.9376669570179856, -0.18694033104704091] Predicted: 3.7705559811106246 Movie Vector: [2.119859956159442, -0.8152379903510719] User Vector: [1.9424479625203086, -0.17495716893808166] Predicted: 4.260349383472893 Movie Vector: [1.6608900103344926, -0.8532529874051223] User Vector: [1.7408181768373179, -0.7233275504818013] Predicted: 3.508488913038832 Movie Vector: [1.9927782003923291, 0.46537283454204403] User Vector: [1.9019171489782474, -0.21145260193381585] Predicted: 3.6916947367029507 Movie Vector: [1.8160661846343826, -0.5554803079875106] User Vector: [1.919829905536661, -0.31828715717799494] Predicted: 3.663340419792653 Movie Vector: [1.510090712517328, -0.9123040181397541] User Vector: [2.128692323923788, -0.4225907893778965] Predicted: 3.600049783342545 Movie Vector: [1.9829911166786511, -0.4139971482245354] User Vector: [1.8573717468792452, -0.505099074656854] Predicted: 3.892261250910241 Movie Vector: [1.768268533339679, -0.31521721019461524] User Vector: [2.146523973646415, -0.4333635764410621] Predicted: 3.9322344562239184 Movie Vector: [1.7554936593950605, -0.43410916355783974] User Vector: [1.359680657699228, -0.28469505494843905] Predicted: 2.5104995055658206 Movie Vector: [1.5963113739078107, -0.6242690974988031] User Vector: [1.6526108702340199, -0.18688867348111526] Predicted: 2.7547503523250554 Movie Vector: [1.9671504206628134, 0.17725476458799588] User Vector: [2.2880200610855868, -0.7309138618919071] Predicted: 4.371321661125715 Movie Vector: [2.092507585046848, -0.12637541458669505] User Vector: [2.0268113541472035, -0.6424038409058157] Predicted: 4.322302183738654 Movie Vector: [1.863673931734368, -0.6895152993076633] User Vector: [1.8476805053347172, -0.2735122402295388] Predicted: 3.6320648661522763 Movie Vector: [2.277679518372157, 0.28766128034092775] User Vector: [1.893774684712318, -0.06021564244630438] Predicted: 4.2960901029782805 Movie Vector: [1.5775140070889366, -0.26227440181238576] User Vector: [1.9467020979220186, -0.20419470399811812] Predicted: 3.1245048709457666 Movie Vector: [1.9251357926112098, -0.17775032818216704] User Vector: [1.7494746822124374, -0.13799338508032546] Predicted: 3.3925046984792813 Movie Vector: [1.5613579930115946, -0.6936874154364737] User Vector: [1.7594750519535083, -0.5497832599278494] Predicted: 3.1285481645016895 Movie Vector: [1.989375149402568, -0.5454554931547505] User Vector: [2.061767023579891, -0.33698232206811995] Predicted: 4.285436939235633 Movie Vector: [2.0318806085179313, -0.7638785652883442] User Vector: [1.8460330206708686, -0.19813372104756222] Predicted: 3.902268799953972 Movie Vector: [2.07097553778011, -0.3315526024555819] User Vector: [1.89616295719477, -0.6944912471067195] Predicted: 4.157167480356018 Movie Vector: [1.7036648405004542, -0.1627088594142422] User Vector: [1.8795882381598545, -0.3384673013960138] Predicted: 3.2572600245303 Movie Vector: [0.6112716193482883, -2.2790251124841734] User Vector: [1.6632041598665466, -0.43475432475393977] Predicted: 2.0074855239837617 Movie Vector: [1.342076102794189, -0.24291773740955477] User Vector: [1.9887410712795064, -0.19276018504879003] Predicted: 2.7158667344242398 Movie Vector: [1.8264578571169325, -0.7668636847193291] User Vector: [1.9044760561168932, -0.590442792466283] Predicted: 3.9312343918324313 Movie Vector: [1.3505751037950695, -0.0205681349404111] User Vector: [1.6482702326961014, 0.1275730678956042] Predicted: 2.223488800530622 Movie Vector: [1.0814119849840351, -0.7468118476599847] User Vector: [2.0854340411583956, -0.17204071101230167] Predicted: 2.383695407266213 Movie Vector: [1.8716190209863375, -0.03380136880673906] User Vector: [2.0219525850831266, -0.32078954210111005] Predicted: 3.79516804339598 Movie Vector: [1.6859461253624943, -0.1518409101127095] User Vector: [2.0559231676013603, -0.38000188655088185] Predicted: 3.523875530758932 Movie Vector: [1.913919405007972, -0.3092892096063888] User Vector: [2.0092526219801483, -0.3697368269603193] Predicted: 3.959903193743884 Movie Vector: [1.8167971469131887, -0.5441057092995909] User Vector: [1.8074859044877276, -0.1669895561501826] Predicted: 3.374695205253827 Movie Vector: [2.080468106613836, -0.531922756162772] User Vector: [2.0368537452564777, -0.7487603340610395] Predicted: 4.635891915442151 Movie Vector: [2.026112346408697, 0.291960536727625] User Vector: [2.0766302899621936, -0.5197318831956322] Predicted: 4.0557450698464175 Movie Vector: [2.192444698409375, 0.14398382929948236] User Vector: [1.7806632334839707, -0.2812613075049917] Predicted: 3.8635085858160787 Movie Vector: [1.8729107295104501, -0.3965967916788861] User Vector: [1.7461698026551429, -0.7834434734708062] Predicted: 3.5811313269802465 Movie Vector: [1.8357203814462024, -0.5711695064674268] User Vector: [1.931363419806096, -0.5171985335468553] Predicted: 3.840851224869323 Movie Vector: [1.1353511257621318, -0.4421537097010586] User Vector: [1.6226527612514108, -0.8079046910292644] Predicted: 2.199498695431298 Movie Vector: [2.1581016874800922, -0.011593491918640895] User Vector: [1.663347746204579, -0.40902989306588594] Predicted: 3.594415662710052 Movie Vector: [1.4345633921904113, 0.28291881048795253] User Vector: [1.0453169575042922, -0.11894802068396085] Predicted: 1.465920807949715 Movie Vector: [1.4037657447371976, -1.010270106101905] User Vector: [2.006899447820548, -0.6412012763678304] Predicted: 3.465003179491287 Movie Vector: [1.8422118857966965, -0.8735575100772636] User Vector: [1.02558299030243, -0.12283987416171785] Predicted: 1.9966488692169693 Movie Vector: [1.3183403726132863, -0.6720646746654203] User Vector: [1.9179770947667718, -0.3185654097913209] Predicted: 2.742643196269635 Movie Vector: [1.813667871571633, -0.7378800907513607] User Vector: [2.07731284746146, -0.11764262538303104] Predicted: 3.854361721737694 Movie Vector: [2.0504987626501214, -0.3869379118209789] User Vector: [2.469200774966454, -0.4881927218897262] Predicted: 5.251993406177645 Movie Vector: [1.6066278428311833, -0.7078328877366489] User Vector: [1.6225839809692937, -0.10905367292144183] Predicted: 2.684080377379402 Movie Vector: [2.2022167130610764, -0.396462059915416] User Vector: [2.171604582676921, -0.7539277069378486] Predicted: 5.081247637851025 Movie Vector: [2.0271327133351225, -0.5391303426377785] User Vector: [1.2112937065957508, -0.3074949584936288] Predicted: 2.6212329604292615 Movie Vector: [1.9519127473359408, -0.0025308635239121163] User Vector: [2.2613643004016417, -0.492323299001659] Predicted: 4.415231807403801 Movie Vector: [1.1119549024794138, -1.3649690167912587] User Vector: [2.069320648628764, -0.34440609789268006] Predicted: 2.7710948928621195 Movie Vector: [1.5590245144023438, -0.4875724721179597] User Vector: [1.8636795081611415, -0.5064159717223135] Predicted: 3.1524365274651895 Movie Vector: [1.5742707728680985, -0.10756051823138733] User Vector: [1.5024006747649585, -0.2957807971739028] Predicted: 2.396999807246702 Movie Vector: [1.4273821572958874, -0.340981458226854] User Vector: [1.8771798269052409, -0.6520407001224912] Predicted: 2.901786779711349 Movie Vector: [1.6289031113016794, -0.07743608170417124] User Vector: [1.8949592001185884, -0.16357782599202592] Predicted: 3.09937176276142 Movie Vector: [1.7836886411018906, -0.13033453877881376] User Vector: [2.1113704840801493, -0.11875010037615882] Predicted: 3.781504789174027 Movie Vector: [1.642885207443923, -0.22789664050469038] User Vector: [0.7903020754730055, -0.1973116815633309] Predicted: 1.343342258567446 Movie Vector: [1.5812154031994639, -0.17618453571325982] User Vector: [1.972980163792894, -0.3468062432354329] Predicted: 3.1808085221432196 Movie Vector: [1.8304098566165277, -0.3907687771921388] User Vector: [1.8816585954276672, -0.3869041189510292] Predicted: 3.5953964893111086 Movie Vector: [1.8439585297643688, 0.46267197670759913] User Vector: [1.7545660767483733, -0.9229653472456375] Predicted: 2.8083168816126123 Movie Vector: [1.5950225329429502, -1.6480438456388065] User Vector: [1.2938130239325862, -0.3294415570253298] Predicted: 2.606595057140792 Movie Vector: [1.780899706278714, -0.3462404436496708] User Vector: [1.720336097968142, -0.23266308441338032] Predicted: 3.1443034211403225 Movie Vector: [1.5899923663358977, -1.087048846768857] User Vector: [2.100815630784811, 0.03157290353809277] Predicted: 3.3059595276467553 Movie Vector: [1.741777558066148, -0.37254432273235133] User Vector: [2.184288477762373, -0.35189533264558603] Predicted: 3.935641259282095 Movie Vector: [1.9031714016874681, 0.3681558660073081] User Vector: [1.4693445873320357, 0.3357792838374451] Predicted: 2.9200337108630934 Movie Vector: [1.068932582619635, -2.1746929693977934] User Vector: [1.2008386793666264, -0.5911969026078958] Predicted: 2.5692873384760624 Movie Vector: [1.8303131803034132, -0.11824317074564766] User Vector: [1.8643255856923946, -0.24297806861927645] Predicted: 3.441030189124867 Movie Vector: [1.6778195438539523, -0.49656497965762847] User Vector: [1.7201183349472295, -0.24795210579253565] Predicted: 3.0091724924849172 Movie Vector: [1.3106743496333881, 0.9880456743841689] User Vector: [1.9801493397771703, -0.406816176588554] Predicted: 2.193377984541599 Movie Vector: [1.619349183509403, -0.012652787107371] User Vector: [1.7395391630922121, 0.5955025822808839] Predicted: 2.8093865560405145 Movie Vector: [1.6861697186069016, -0.4870362860061051] User Vector: [2.139109227645522, -0.07846903147870363] Predicted: 3.64511847010636 Movie Vector: [2.1293910782596934, -0.05883325638311276] User Vector: [1.8809700918183634, -0.1928899475170494] Predicted: 4.0166692757273355 Movie Vector: [1.9310019698398908, -0.7691962390979968] User Vector: [1.6052422300719056, -0.32518990623809335] Predicted: 3.3498607612100004 Movie Vector: [2.0073153245544986, -0.23967140876031606] User Vector: [1.9958516112849043, -0.07169046251188908] Predicted: 4.02348567901388 Movie Vector: [1.2749698424135627, -1.4423525567501032] User Vector: [1.9981440655174232, -0.5115346504603913] Predicted: 3.2853867352901602 Movie Vector: [2.3235172920919474, -0.3559132503917526] User Vector: [1.8393850610990825, -0.40595814664716784] Predicted: 4.418328879775527 Movie Vector: [1.7961859419828918, -0.17826383984118066] User Vector: [2.033603623059409, -0.2745659789798669] Predicted: 3.70167542500749 Movie Vector: [1.6896644128046887, -0.5191071364065458] User Vector: [1.7989497552276899, 0.0876977767439701] Predicted: 2.9940968400771504 Movie Vector: [1.8152534950286239, -0.3049804427961319] User Vector: [1.9720853214455947, -0.8242753069660426] Predicted: 3.8312226203531843 Movie Vector: [1.9719234245073098, 0.7045589105950539] User Vector: [2.0515667069047723, -0.10775256888955563] Predicted: 3.969614413734199 Movie Vector: [1.2357229404826606, -0.8128874625774258] User Vector: [1.8709568970709505, -0.37355129471901183] Predicted: 2.6156395224714792 Movie Vector: [1.4978978194995802, -0.676385919225182] User Vector: [1.8404927193619018, -0.24143840113875956] Predicted: 2.9201755660275435 Movie Vector: [0.92716023803008, 0.009081682213572952] User Vector: [1.2181548594624059, -0.2512683840750081] Predicted: 1.1271428098421756 Movie Vector: [1.8538882301831772, 0.4574485944043945] User Vector: [1.5462920667365672, 0.6378717931262382] Predicted: 3.1584462181243502 Movie Vector: [2.051597388752596, -0.3485443864155631] User Vector: [1.9977942238564053, -0.7387738083308559] Predicted: 4.356164876653387 Movie Vector: [1.8893700563117644, -0.36532563195348094] User Vector: [1.9327677253482123, -0.19896179848242898] Predicted: 3.724399310843907 Movie Vector: [1.626056818841615, -0.7347630147278561] User Vector: [2.236437078673326, -0.3955078727677794] Predicted: 3.927178318630438 Movie Vector: [2.3812663591178165, 0.491864420628044] User Vector: [1.9148129745773355, 0.16021922110059733] Predicted: 4.638485854723449 Movie Vector: [1.9878652864175788, 1.3227185223520788] User Vector: [2.409195336915555, -0.25030672094934076] Predicted: 4.458070442384629 Movie Vector: [2.217565631849801, -0.3030775046532877] User Vector: [1.789529950365339, 0.40530922328868957] Predicted: 3.8455600070887574 Movie Vector: [2.139247154979086, 0.04439546402692418] User Vector: [2.203567254363344, -0.016153320763017943] Predicted: 4.71325784553101 Movie Vector: [1.4310072532604459, -0.5520706048996629] User Vector: [1.925970409091693, -0.6495551307333908] Predicted: 3.1146779189148637 Movie Vector: [1.182679335827131, -0.9479061991582153] User Vector: [1.6101065002044823, -0.08618440618907777] Predicted: 1.98593441917018 Movie Vector: [1.8618331638236003, -0.5998471651556114] User Vector: [1.3670942148250629, 0.387359840675595] Predicted: 2.3129446449083026 Movie Vector: [2.064175779408896, 0.1478746137692233] User Vector:
avg loss: 0.954427507614832: 57%|██████████████████████████▏ | 39929/70000 [00:55<00:40, 738.60it/s]
[1.6830642086662517, -1.1106671477780217] Predicted: 3.3099008992150374 Movie Vector: [2.0758205254145343, -0.3342487052660637] User Vector: [1.5756796263310313, -0.05859159537915574] Predicted: 3.2904122747104143 Movie Vector: [2.167922145205334, -0.49738678609234177] User Vector: [1.9817773253887638, -0.20351035237743778] Predicted: 4.397562310681632 Movie Vector: [1.1350460562757374, -0.1460019848341584] User Vector: [2.024348649612776, -0.2991057606822887] Predicted: 2.3413989860050406 Movie Vector: [2.1431958648688063, -0.22856849553054537] User Vector: [2.028555703605438, -0.8277377335232388] Predicted: 4.536786964068476 Movie Vector: [1.5710150641412237, -1.08733405434387] User Vector: [1.689190312024793, -0.4091687213610176] Predicted: 3.0986465111005366 Movie Vector: [1.7883792927154658, 0.4190729300952002] User Vector: [1.7863284815551734, -0.3411128440769975] Predicted: 3.0516817073406783 Movie Vector: [1.583705882513843, -0.42311711634198784] User Vector: [1.9422090250414978, -0.6305831459280378] Predicted: 3.3426983803486263 Movie Vector: [1.935861074478876, -0.36564464290490234] User Vector: [1.53211176037289, -2.021239182943709] Predicted: 3.7050107979300337 Movie Vector: [2.0328724897062567, -0.5525648486598519] User Vector: [1.7273970180839033, -0.4569097810154744] Predicted: 3.7640501608614096 Movie Vector: [1.6599262272274917, -1.6325417065109722] User Vector: [1.8112170687945224, 0.017946118074825546] Predicted: 2.9771889294670046 Movie Vector: [1.6948066430324014, 0.40774068074257175] User Vector: [1.614299357406372, -0.5274975418119988] Predicted: 2.520843067986798 Movie Vector: [1.634842094559275, -0.18468488820617202] User Vector: [1.9679300873398062, 0.025859681208330973] Predicted: 3.212479053599818 Movie Vector: [1.5584788221728465, -0.8320435759787279] User Vector: [2.2227605029775543, 1.2166208857028895] Predicted: 2.4518435783021433 Movie Vector: [1.4284784960476042, -0.7674856123905706] User Vector: [1.9621095140751768, -0.6146409998110562] Predicted: 3.274559371887145 Movie Vector: [2.098323364046641, -0.4486172369136797] User Vector: [2.12830811492522, -0.4417516551086427] Predicted: 4.664056050354537 Movie Vector: [2.0861493983067896, -0.4889894750912538] User Vector: [1.9267593605434592, 0.1362423816426182] Predicted: 3.952886789995106 Movie Vector: [2.0993704808350744, -0.3670889958855153] User Vector: [1.7839194737807027, 0.7886466529364163] Predicted: 3.455604375507145 Movie Vector: [2.3341740569176967, 0.01718313387125352] User Vector: [1.855342884168732, -0.5622297375275519] Predicted: 4.321032358067174 Movie Vector: [1.9565143618160428, -0.18022537685110593] User Vector: [1.762688009735037, 0.26466562035610014] Predicted: 3.4010249452793264 Movie Vector: [1.226687410991843, -1.2788882133928632] User Vector: [1.54590794173957, -0.3526343851487917] Predicted: 2.347325769488071 Movie Vector: [1.6788567732151256, 1.10027016205603] User Vector: [1.8759592765638518, 0.0559993266467862] Predicted: 3.2110813259396576 Movie Vector: [1.4137188473266957, -0.16679698272902474] User Vector: [1.8239695318415488, 0.31876499355412663] Predicted: 2.525411064989582 Movie Vector: [1.6312674905634976, -0.7168196099508638] User Vector: [1.8923973895861754, -0.7558193668474343] Predicted: 3.6287924845960404 Movie Vector: [2.0565959193258876, -0.4399562880409199] User Vector: [1.4368815763842602, -0.30378576829673154] Predicted: 3.0887372455259072 Movie Vector: [1.5439469366497196, -0.7500559086220235] User Vector: [1.703493951397514, -0.35489775295000153] Predicted: 2.896297424418346 Movie Vector: [2.019675978494876, -0.738499885396097] User Vector: [1.8196200461065148, -0.3944073228889788] Predicted: 3.966312659861959 Movie Vector: [2.0764413398030146, -0.5516476652050148] User Vector: [2.3495462954728232, -0.1645290277618301] Predicted: 4.969457111724063 Movie Vector: [1.724795538343722, -0.34514223663634575] User Vector: [2.093651445912959, 0.018814945264226376] Predicted: 3.604626840466868 Movie Vector: [1.3943576814920027, -1.1184099202289117] User Vector: [1.7333548566232673, -0.2764715393485784] Predicted: 2.7261251713525296 Movie Vector: [1.4927199954513413, -0.6985264316007243] User Vector: [2.0056248402727905, -0.6802851426916765] Predicted: 3.469033455644503 Movie Vector: [1.8467680389392664, -0.5679787350223183] User Vector: [1.866524872098256, -1.0202997995531446] Predicted: 4.0265470671699815 Movie Vector: [1.77047573450489, -0.013955711589158289] User Vector: [1.214674459503145, -0.2513024751469822] Predicted: 2.1540587607379535 Movie Vector: [1.2925319778357074, -0.22925927788710332] User Vector: [2.0573045382203827, -0.3404785850586084] Predicted: 2.7371897783429273 Movie Vector: [1.7920803431694934, -0.4996830551038983] User Vector: [1.6255930825079867, -0.4562998638231682] Predicted: 3.141198719153521 Movie Vector: [1.8088390769684328, -0.6148627952551018] User Vector: [2.074328180559229, -0.033568605106328815] Predicted: 3.772765957820856 Movie Vector: [1.9048289759665114, -0.3856002573802837] User Vector: [1.7253045749929357, -0.3662670759539048] Predicted: 3.4276428255718803 Movie Vector: [1.2129483425255916, 0.4166114973314646] User Vector: [2.2022690702588954, -0.44330087584152594] Predicted: 2.486554376913215 Movie Vector: [1.9413518083105528, 0.1772178736470922] User Vector: [2.0326540179718022, -0.30880796141120337] Predicted: 3.891370263172682 Movie Vector: [1.928568883644743, -0.7113465042672223] User Vector: [1.6101538846996055, -0.5840463366648743] Predicted: 3.520751999828 Movie Vector: [2.1181600525858877, -0.3488344676071244] User Vector: [1.8122984405118354, 0.5101816169177037] Predicted: 3.660769227335442 Movie Vector: [1.3919212393455331, -0.2743739965513278] User Vector: [2.005220189756755, -0.5030658703086264] Predicted: 2.929136765052058 Movie Vector: [1.843840610511038, -0.622737159496926] User Vector: [1.6097423939772966, -0.10428933499295914] Predicted: 3.033053242715937 Movie Vector: [1.6805987561828348, -0.18408362056442248] User Vector: [1.8933012528235031, -0.21912280922684566] Predicted: 3.222216650645307 Movie Vector: [2.0083938276230677, -0.5077093514825614] User Vector: [2.113105224022209, 0.5527359339445929] Predicted: 3.963318286480147 Movie Vector: [2.1740684049141943, 0.024373838230773878] User Vector: [1.8410272707887767, -0.17703473314372717] Predicted: 3.9982042060604153 Movie Vector: [1.422459675438703, -0.6508250370922849] User Vector: [1.7125427743975552, -0.5360038324063848] Predicted: 2.784867753151935 Movie Vector: [2.0345324129969664, -0.23338862328258209] User Vector: [1.63042352860881, -0.5379894855703747] Predicted: 3.4427101412452847 Movie Vector: [1.6497006827509666, -0.2014315177233906] User Vector: [2.1032397320373897, -0.4223583585693727] Predicted: 3.5547923071208305 Movie Vector: [1.5317937117823242, -1.1664228191765549] User Vector: [1.822023047030462, -1.391373454315523] Predicted: 4.413893193273865 Movie Vector: [2.0608871552135932, -0.013721765670051804] User Vector: [1.8676030143707616, -0.25932209858525296] Predicted: 3.852477420424743 Movie Vector: [0.7926333534569228, -0.6563151635404058] User Vector: [1.6521833474702325, -0.21120989803348475] Predicted: 1.4481958860002135 Movie Vector: [1.3571971835212226, -1.112482789937221] User Vector: [1.6641695585165663, -0.1914089268730027] Predicted: 2.471545374707008 Movie Vector: [2.0462179354305663, -0.3128674457140956] User Vector: [2.0087359264192317, -0.3404578026548429] Predicted: 4.2168296432728205 Movie Vector: [1.6787401155604664, -0.45397218130808625] User Vector: [1.8506305520700064, -1.119400832626956] Predicted: 3.6149045845874794 Movie Vector: [1.6292342483406912, -1.0484150719370784] User Vector: [1.904008265877191, -0.5578975523227107] Predicted: 3.686983678342823 Movie Vector: [2.2024996684483256, -0.053544275436332264] User Vector: [1.7457411421283562, -0.5895537679382844] Predicted: 3.8765615160693208 Movie Vector: [2.1660273708000934, -0.104338352391173] User Vector: [1.9625054418869368, -1.8153533468405356] Predicted: 4.4402514796883805 Movie Vector: [1.7915105783955312, 1.1583104818995957] User Vector: [2.1875981331806353, -0.3526032263318746] Predicted: 3.510681183859598 Movie Vector: [2.1892541320364423, -0.4825041414246554] User Vector: [1.7949869965048417, -0.3906170910476233] Predicted: 4.118157063191638 Movie Vector: [1.9126216528639322, -0.2971518894096097] User Vector: [1.8737470186282765, -0.31474418987736097] Predicted: 3.6772959505204343 Movie Vector: [1.5128826329810348, -0.25549504696449093] User Vector: [1.6424165736193492, -0.6088157914720345] Predicted: 2.6403329295838014 Movie Vector: [1.3142268283127576, -0.37927632014331136] User Vector: [1.9622464835339217, -0.15652205545105533] Predicted: 2.638202081635391 Movie Vector: [2.199620487684071, 0.1428503910188298] User Vector: [1.9169479494337456, -0.342035348270559] Predicted: 4.167698100155723 Movie Vector: [1.5266146111123675, -0.5496474086406483] User Vector: [1.6563624827065284, -0.24178281230155482] Predicted: 2.6615224636335406 Movie Vector: [1.420882258589116, -1.1532699522096301] User Vector: [2.074938661640573, 0.5981427009672905] Predicted: 2.258423527826649 Movie Vector: [2.1825880948983123, -0.08895126739290611] User Vector: [2.1311760915186198, 0.1205426443868428] Predicted: 4.640757144487353 Movie Vector: [2.2464922130756517, -0.33891356990934013] User Vector: [1.4204015405249812, -0.24733101888967615] Predicted: 3.2747448387912446 Movie Vector: [2.278560442345729, -0.28926283825907706] User Vector: [2.0146785256496558, -0.916717565554474] Predicted: 4.855739117482959 Movie Vector: [1.8822718565374053, -0.4316220759540748] User Vector: [2.0551782993909855, -0.08266721044399737] Predicted: 3.9040852660952283 Movie Vector: [2.370997543356158, -0.45897584909896505] User Vector: [1.821628819619408, -0.3951418362588728] Predicted: 4.500438016035834 Movie Vector: [2.0825763312026746, -0.027144617893888445] User Vector: [2.044819448668658, 0.17068596622250923] Predicted: 4.253859380047291 Movie Vector: [1.7203523234951392, -0.38879032413706494] User Vector: [2.0871685489171297, -0.43295610016863334] Predicted: 3.7589944051772446 Movie Vector: [1.8040322308769894, -0.47063326931646643] User Vector: [1.812733230177713, -0.20882721937020882] Predicted: 3.368510210196819 Movie Vector: [2.0194049686741464, -0.07023759211429184] User Vector: [1.7191087138648284, 0.12649425677613516] Predicted: 3.4626920264574137 Movie Vector: [1.7459280548744207, -0.3732129800410635] User Vector: [2.099409835756583, -0.4357225648126295] Predicted: 3.8280358478115755 Movie Vector: [2.111057569108984, -0.21385438119355846] User Vector: [2.0010132962977316, -0.6012909669691069] Predicted: 4.3528429726955 Movie Vector: [1.9129752371879671, -0.15433197965797057] User Vector: [2.4580757053272935, 0.7905225132139329] Predicted: 4.580235050995959 Movie Vector: [0.9948455730135854, -1.179922693761076] User Vector: [1.8472625075829472, -0.23725239207460241] Predicted: 2.1176804094207937 Movie Vector: [2.1829922692586003, -0.4811414626823677] User Vector: [1.6684041179088525, -0.5285112744102914] Predicted: 3.896401979008129 Movie Vector: [1.8316117032178318, -0.4182763107201749] User Vector: [1.948439055480488, -0.3263486176748046] Predicted: 3.7052876728344066 Movie Vector: [1.9039700282995706, -0.323572364765747] User Vector: [2.0885299312587318, -0.3219919264576601] Predicted: 4.080686081402572 Movie Vector: [1.8697573999779054, -0.5232554921503179] User Vector: [2.4410015775283425, -0.22914296107467724] Predicted: 4.68398107581127 Movie Vector: [1.405001257289683, 1.16531480274289] User Vector: [1.6375695915412773, -0.11565589138354194] Predicted: 2.166011812761182 Movie Vector: [2.4017878375699993, -0.14778043987467565] User Vector: [2.090614038781701, -0.7255302111587489] Predicted: 5.12843054514639 Movie Vector: [1.5352270143121898, -0.917294109708249] User Vector: [2.351418754493129, -0.16502648349387686] Predicted: 3.7613394151129733 Movie Vector: [2.1395998831735557, -0.39637831413665947] User Vector: [1.874173752542275, -0.5081376154216015] Predicted: 4.211396673336633 Movie Vector: [1.9857955506693552, -0.309443334816043] User Vector: [1.787349721701554, -0.38893386173775935] Predicted: 3.66966411604407 Movie Vector: [1.9485800654040526, -0.2613051864951236] User Vector: [1.6081262723206433, -0.5865361850561472] Predicted: 3.2868277441187694 Movie Vector: [1.434672900763977, -0.32160498168302026] User Vector: [2.1082741841772923, -0.4376174251884502] Predicted: 3.165423783431345 Movie Vector: [1.7790830177315198, 0.4134932048283456] User Vector: [1.6374422811678127, -0.594111574987102] Predicted: 2.667484655774183 Movie Vector: [1.2504418800684256, -1.0610500545302513] User Vector: [1.8780573308669974, -0.7287089188359243] Predicted: 3.1215981777531554 Movie Vector: [1.7866141824963964, -0.38709982559991524] User Vector: [1.448451344466676, 0.18965722020213172] Predicted: 2.5144074378161267 Movie Vector: [1.6257294520222758, -0.5819833563249679] User Vector: [1.9131784735930448, -1.316032457161943] Predicted: 3.876219577946937 Movie Vector: [1.8291936283398027, -0.6844111782228693] User Vector: [1.8144620267408276, -0.019165452134516384] Predicted: 3.332119427855405 Movie Vector: [1.983922202668997, -0.3491675448343031] User Vector: [1.7835996354970431, -0.341752297641472] Predicted: 3.657851728243869 Movie Vector: [1.975425983909406, -0.34131493112797767] User Vector: [1.9190650792017618, -0.5675866378798675] Predicted: 3.98469681648545 Movie Vector: [1.5506368155682493, -0.4852932901894246] User Vector: [1.6049335493198795, -0.15259107510046818] Predicted: 2.5627204730050734 Movie Vector: [2.0111816262672746, -0.4993651652937568] User Vector: [1.7599111938444547, -0.29457339084849593] Predicted: 3.6866007469342725 Movie Vector: [1.8606526667756331, -0.4003507123206141] User Vector: [1.6164608696010965, -0.3215934937593497] Predicted: 3.13642241206597 Movie Vector: [1.7044837547710907, -0.26198521347532244] User Vector: [1.824511601031941, -0.21698433032106806] Predicted: 3.166697070450302 Movie Vector: [1.8152880057493623, -0.44662912890746054] User Vector: [1.9485835371067137, -0.4800231567836401] Predicted: 3.751632647480171 Movie Vector: [1.9350594529410048, -0.7277586180585138] User Vector: [1.93189395881628, -0.22335004372906836] Predicted: 3.900874586254638 Movie Vector: [2.12513868595515, 0.2993064421880479] User Vector: [2.133115576421384, -0.5115924162104623] Predicted: 4.380043527120262 Movie Vector: [1.906640472395618, 0.368948629044656] User Vector: [1.859053256375241, -0.2489755607668839] Predicted: 3.4526869871333354 Movie Vector: [1.6106386388843525, -0.469979436177591] User Vector: [0.909714598985569, -0.2133113930930917] Predicted: 1.5654734517394893 Movie Vector: [2.0534292556131435, -0.3471581028145137] User Vector: [1.4276237375782985, -0.04154050158654005] Predicted: 2.9459454704718055 Movie Vector: [1.4535206968188181, -0.03211806251153423] User Vector: [2.3190255531495723, -0.4473182661823125] Predicted: 3.3851186339904062 Movie Vector: [2.1821123236280764, -0.13226144039061116] User Vector: [1.777381616584536, -0.4702078615536289] Predicted: 3.940636698391181 Movie Vector: [1.5701733393406696, -0.16185427544571937] User Vector: [1.5647420127485818, -0.32427117231971003] Predicted: 2.509400867007822 Movie Vector: [1.3389096392593662, -0.6147269171147246] User Vector: [1.662790663216596, -0.49250050789450583] Predicted: 2.5290797659466007 Movie Vector: [1.8912113716867354, 0.3191587692028198] User Vector: [1.9673796288693897, -1.23962986626858] Predicted: 3.3250919841572824 Movie Vector: [1.6217622821897697, -0.7088500715736757] User Vector: [2.126861027909916, -0.27640235795716483] Predicted: 3.645190825744734 Movie Vector: [1.3211525245713331, -0.7979947806762301] User Vector: [1.4615683016797019, -1.1484943749043357] Predicted: 2.8474471684072435 Movie Vector: [1.4037886412219, -1.8882401192594174] User Vector: [2.0010836388562314, -0.726757588473824] Predicted: 4.181391317893864 Movie Vector: [1.4201839296534207, 0.2845550688448033] User Vector: [2.109965898521331, -0.25261998080694753] Predicted: 2.9246553651666405 Movie Vector: [2.078202055207658, -0.24323748547135907] User Vector: [2.00493544645951, -0.07114606677454259] Predicted: 4.183966355774254 Movie Vector: [1.7843095488560845, -0.46836121252598956] User Vector: [1.8239902679934992, -0.1116650971791339] Predicted: 3.306862852513021 Movie Vector: [1.9592260416652376, -0.36889212204817384] User Vector: [1.9184272300328775, 0.06474932410716613] Predicted: 3.7347470725490437 Movie Vector: [1.4806309230367227, -0.31752133493330414] User Vector: [0.7736481341391421, -0.19500149137843376] Predicted: 1.2074044848125418 Movie Vector: [1.8766217020146672, -0.517160652578844] User Vector: [2.237434803633182, -0.4922922718511885] Predicted: 4.453412901911038 Movie Vector: [2.2037541355417845, 0.06170167022655925] User Vector: [2.109270255659951, -0.5149508126140031] Predicted: 4.616539723663086 Movie Vector: [1.5222941457691683, -0.7206109418079005] User Vector: [1.522786648769987, -0.5046202570090221] Predicted: 2.6817640793366184 Movie Vector: [1.7959792493148656, -0.7439483866048522] User Vector: [1.9965105230919264, -0.08014702201126278] Predicted: 3.6453167182283304 Movie Vector: [1.785303535640905, -0.4977808223829766] User Vector: [1.9352229140099027, -0.3292176370688562] Predicted: 3.61883853675829
avg loss: 0.9546557254985452: 57%|█████████████████████████▊ | 40083/70000 [00:55<00:40, 739.66it/s]
Movie Vector: [1.70823413720666, 0.01973517667621907] User Vector: [2.0197013402226167, -0.651286690254118] Predicted: 3.437269518431282 Movie Vector: [2.124508580415296, 0.09128068351450065] User Vector: [1.9437342481712463, -0.5938853141753576] Predicted: 4.075269830879736 Movie Vector: [1.9876865104056987, -0.1755449138317007] User Vector: [1.8193508404585865, 0.42746859311473673] Predicted: 3.541259185930718 Movie Vector: [1.8063854130451293, -1.2922571618972092] User Vector: [2.1946371516211314, -0.09438473174959526] Predicted: 4.086329883192485 Movie Vector: [1.9852873667951467, 0.6372663541625538] User Vector: [1.8015781636162866, -0.477073314961688] Predicted: 3.272627596427535 Movie Vector: [1.8604746174033546, -0.0875147620543695] User Vector: [1.9494653416194303, -0.059882367204749314] Predicted: 3.632171376707686 Movie Vector: [1.5022354494905024, -0.6769549355753813] User Vector: [1.9567517273371953, -0.20065511846021228] Predicted: 3.075336283447812 Movie Vector: [2.1335323603601335, 0.15464229995014384] User Vector: [1.4740658133234774, 0.18410741738267364] Predicted: 3.173437908488156 Movie Vector: [1.4346601593544572, 0.03807245316413374] User Vector: [1.78120614331499, -0.4704396724502106] Predicted: 2.5375146970155105 Movie Vector: [1.2738072811310188, -0.2450186219764763] User Vector: [2.1060484162700615, 0.5728922306922734] Predicted: 2.5423305421540046 Movie Vector: [1.9119669964894823, -0.4203843507981958] User Vector: [1.7667317964978124, -1.2080684789135574] Predicted: 3.8857859697802293 Movie Vector: [1.74520460152333, -0.6796773358355743] User Vector: [1.795440280758145, -0.3684976263979056] Predicted: 3.383870124711316 Movie Vector: [2.1410004596925627, -0.16410083930737374] User Vector: [2.1076929873649664, -0.40426631393635676] Predicted: 4.578912096259838 Movie Vector: [1.4243759747603328, -0.31946763433091147] User Vector: [2.3454128621996695, -0.4479013395733121] Predicted: 3.4838397131782086 Movie Vector: [2.261810452635808, 0.039111679041588646] User Vector: [2.022522798218251, -0.41240772512699053] Predicted: 4.558433247124825 Movie Vector: [2.170021882564482, -0.49574482628547334] User Vector: [1.7675775707986845, -0.6490235720685925] Predicted: 4.157432085753637 Movie Vector: [2.1933911810837867, 0.7405525151513772] User Vector: [2.086452749444334, 0.041392544140156404] Predicted: 4.607060413050729 Movie Vector: [1.716853415075507, -0.3615010500268832] User Vector: [1.8550756928663754, -0.7145274610276477] Predicted: 3.4431954659557364 Movie Vector: [1.820565893831147, -0.382602981088865] User Vector: [1.761483068439998, -0.1546142115602746] Predicted: 3.266051855224562 Movie Vector: [1.8569758558898823, -0.29881062322234697] User Vector: [1.6265459895774144, -0.23104758281804572] Predicted: 3.0894961033556516 Movie Vector: [1.6124061346564047, -0.38794064134966194] User Vector: [2.188143617946919, -0.7839194743012973] Predicted: 3.8322904167138074 Movie Vector: [1.531679309290956, -0.6100605218255273] User Vector: [1.8411663028812508, -0.5230671119230171] Predicted: 3.1391789263364647 Movie Vector: [1.4339015705600473, -0.6945483119762712] User Vector: [1.7471824359575605, -0.1516088467790401] Predicted: 2.6105873075855266 Movie Vector: [2.1537249518820136, -0.3559104592010872] User Vector: [1.8566629433255493, -0.5042215970790276] Predicted: 4.1781990484304385 Movie Vector: [0.7707704086753315, -0.6535202737691815] User Vector: [2.2665143284297806, 0.3681772022863411] Predicted: 1.5063509091585756 Movie Vector: [1.837358383292223, -0.27168662305549374] User Vector: [2.1712858676680273, 0.029187627883284127] Predicted: 3.9815004034291683 Movie Vector: [2.052877090430943, 0.3382965936187201] User Vector: [1.7697631688844968, 0.5506312911561303] Predicted: 3.8193829550294476 Movie Vector: [1.4513470877001013, 0.04255022739496473] User Vector: [1.607432489388943, -0.7798669458068137] Predicted: 2.2997589462672696 Movie Vector: [2.07322083162527, -0.120262421164158] User Vector: [2.242761042472562, -0.35719756457272306] Predicted: 4.692696357561179 Movie Vector: [2.1384912949012973, -0.11989488408441878] User Vector: [1.912350605152814, -0.8604759865751959] Predicted: 4.1927117905863795 Movie Vector: [1.4639094737102478, -0.4064455403502989] User Vector: [1.4965934026163454, -0.04585712842626867] Predicted: 2.209515685724451 Movie Vector: [1.6171742793319583, -0.03752608493449261] User Vector: [1.6236660001092595, -0.45710371934930943] Predicted: 2.64290420659867 Movie Vector: [2.0809956397591147, -0.1267240321742408] User Vector: [1.6924966502280372, -0.7511061854712847] Predicted: 3.6172613538453873 Movie Vector: [1.822304064193408, -0.2801346322256868] User Vector: [1.5316302425560968, -1.9425241879995376] Predicted: 3.3352643148462624 Movie Vector: [2.084526526422705, 0.11758142758197211] User Vector: [1.9199576138816272, -0.5677408503966963] Predicted: 3.935446796057247 Movie Vector: [1.5713572449880344, -0.48726331106851223] User Vector: [1.8690962672942224, -0.7928048692728293] Predicted: 3.3233226868259855 Movie Vector: [2.3386297799353275, -0.19901020048965942] User Vector: [1.6912264861715205, -0.145971808480552] Predicted: 3.984202504047653 Movie Vector: [2.016621573854814, 0.005958374476353952] User Vector: [1.9985590165994447, -0.043692803229185784] Predicted: 4.030076891412941 Movie Vector: [1.8550401642773404, -0.3536254088962347] User Vector: [1.9549766966517004, 0.6093779971273761] Predicted: 3.411068749108606 Movie Vector: [1.1119761786662017, -1.090655103548254] User Vector: [2.2460395983518264, -0.5442072368266477] Predicted: 3.091084929941111 Movie Vector: [1.735203716747931, -0.3918710534380769] User Vector: [1.9118861997027576, -0.2228909984720699] Predicted: 3.404856570096417 Movie Vector: [1.9407133884312153, -0.7284122806124118] User Vector: [2.2549914977955337, 0.37794717184657745] Predicted: 4.100990829174576 Movie Vector: [1.8961534823242796, -0.8012045367913221] User Vector: [1.8799221076739538, -0.19286099261041767] Predicted: 3.7191419532139114 Movie Vector: [2.29019973367995, 0.3983559225717028] User Vector: [1.8565994158788364, -0.4019114169177158] Predicted: 4.091879694517704 Movie Vector: [1.951351848750697, -0.7196105015378798] User Vector: [1.641875802704023, -0.4828979721088269] Predicted: 3.5513758349263878 Movie Vector: [1.4539893027354547, -0.6962913914892304] User Vector: [2.1342199984470183, -0.514252258824877] Predicted: 3.461202468299697 Movie Vector: [2.1439566066127327, -0.3532576294722437] User Vector: [1.5715790003823757, -0.7337777245074696] Predicted: 3.6286097602026746 Movie Vector: [2.288178158393456, 0.03373510402453113] User Vector: [1.955681892556934, 0.2735153068072066] Predicted: 4.484175658641796 Movie Vector: [1.8414467510211785, 0.10041764380142564] User Vector: [1.9610201179785507, -0.5931757434606866] Predicted: 3.551548814420289 Movie Vector: [1.7910388386822427, -0.4114806666793448] User Vector: [1.8596007909803525, -0.5228789073207105] Predicted: 3.545771802466924 Movie Vector: [1.8459984112691774, 0.38282050574182613] User Vector: [1.8800944100882213, -0.5385719902956042] Predicted: 3.264474892355573 Movie Vector: [1.730954323658527, -0.46908894125855] User Vector: [1.9854014199245102, -0.5918461840298387] Predicted: 3.7142676718705796 Movie Vector: [2.0352135308126815, -1.0077820094120362] User Vector: [2.025086128896229, -0.7365681619101321] Predicted: 4.863782832869403 Movie Vector: [1.3557757589863495, -0.3721409757546331] User Vector: [1.1543490258475186, -0.2508269620760141] Predicted: 1.658381417066111 Movie Vector: [1.6222396302972415, -0.6718031213801579] User Vector: [1.6907980620026521, 0.3869244930194742] Predicted: 2.482942540861557 Movie Vector: [2.095532988870514, 0.10276903028633502] User Vector: [1.5276176466217097, -0.03665747047420533] Predicted: 3.197405920183148 Movie Vector: [1.6082777197057616, -0.6256223346902532] User Vector: [1.9200565296154926, -0.20721651836850488] Predicted: 3.2176234191642523 Movie Vector: [2.084006005171628, 0.2774711110270632] User Vector: [2.0512180203834594, 0.8303454199353957] Predicted: 4.505147538601096 Movie Vector: [2.250956022484178, -0.20508697653261332] User Vector: [1.5876302858638294, -0.22576824489735056] Predicted: 3.6199880801865363 Movie Vector: [1.8945054161273458, -0.40628554947662676] User Vector: [1.7855982015059668, -0.48220279513872577] Predicted: 3.578737491362405 Movie Vector: [1.8723281112521073, 0.331056957668228] User Vector: [1.7127485990655416, -0.23118793172681087] Predicted: 3.1302909762109903 Movie Vector: [2.401704162089354, 0.4935745243909611] User Vector: [2.0139708487969052, 0.14268998345949369] Predicted: 4.90739031060353 Movie Vector: [2.021350175201518, 0.4733103666766742] User Vector: [1.6853450356436877, -0.208766282280647] Predicted: 3.3078612374573977 Movie Vector: [1.719460048007596, -1.3492033343979852] User Vector: [1.5802425916263025, -0.40574031142161804] Predicted: 3.264590183531134 Movie Vector: [2.120189011783884, 0.09260047729607425] User Vector: [2.0856521655629465, 0.5768154782005673] Predicted: 4.4753901924229575 Movie Vector: [2.095906590585453, -0.5692378525655597] User Vector: [1.810191509232379, -0.2777733071370825] Predicted: 3.9521113952767175 Movie Vector: [2.0690215569190675, -0.014851250954005333] User Vector: [2.2664540210937227, -0.7328571211880442] Predicted: 4.700226072429008 Movie Vector: [2.1672041626735283, -0.16912684379621618] User Vector: [1.7953144204811924, -0.45311220420022613] Predicted: 3.9674463223565843 Movie Vector: [0.8710713997785144, -0.3205361758516582] User Vector: [1.891034212090905, -1.4239578024825583] Predicted: 2.103655806736975 Movie Vector: [2.082760907128983, -0.5213721288309658] User Vector: [1.7154476652721997, -0.13202029163454304] Predicted: 3.6416990359530095 Movie Vector: [1.2409059889692549, 1.0023793901105937] User Vector: [1.6014486669070427, -0.6652870867843873] Predicted: 1.3203771774923907 Movie Vector: [1.810915139666022, -0.4083091718762862] User Vector: [2.273071111902247, 0.4641407083099449] Predicted: 3.9268259818371507 Movie Vector: [2.332136213493425, -0.12360842314351678] User Vector: [1.51221287923567, -0.7032349814651178] Predicted: 3.6136121853349286 Movie Vector: [1.966875643198198, 0.31829486965810383] User Vector: [2.1879751539719625, 0.04086208377039162] Predicted: 4.316481229897935 Movie Vector: [1.7085826627824419, -0.48785846095599145] User Vector: [1.9296611817744977, 0.13556220023196472] Predicted: 3.230850473855211 Movie Vector: [2.354655725038049, -0.16774383831858458] User Vector: [1.9390129439961712, -0.5940881676145734] Predicted: 4.6653625590387895 Movie Vector: [2.3975818324728557, -0.1478911067511902] User Vector: [1.9071541935497363, -0.21338328322962252] Predicted: 4.6041157360983 Movie Vector: [1.6340763828299045, 0.1602530340104771] User Vector: [1.7042920655754754, -0.1461782746846197] Predicted: 2.761517901776652 Movie Vector: [2.1279024505701933, -0.39320683363675135] User Vector: [2.5643826446974254, 0.9917911852491146] Predicted: 5.06677704227068 Movie Vector: [1.8789978690013756, -0.6325432859384429] User Vector: [1.8489134849897368, 0.6696461078869967] Predicted: 3.0505243487648923 Movie Vector: [1.581247841450986, -0.7035849005989082] User Vector: [1.398734276313485, 0.14803614574658933] Predicted: 2.107589558294045 Movie Vector: [1.8578553051767013, 0.045155340104015146] User Vector: [1.5464269003617603, -0.22201416100094407] Predicted: 2.8630122959571533 Movie Vector: [1.882476686988133, -0.5001764518878188] User Vector: [1.8306441769448885, -0.2910079112973047] Predicted: 3.591700289813302 Movie Vector: [1.7493719442902642, -0.2673236469150628] User Vector: [2.49678388977113, 0.5113366975648101] Predicted: 4.231111296927001 Movie Vector: [2.287141422420532, -0.29316734960622015] User Vector: [1.8799909143789435, -0.071159044136449] Predicted: 4.320666602420328 Movie Vector: [2.097432303492433, -0.06449623925716365] User Vector: [2.3687680212692057, -0.5901433587086473] Predicted: 5.006392594549181 Movie Vector: [1.8865531614159485, -0.7854949713508708] User Vector: [1.7262528867195321, 0.12890238360584846] Predicted: 3.155415666726606 Movie Vector: [1.552244667071843, -0.3255692528568415] User Vector: [2.2276677860914518, 0.04728544927931454] Predicted: 3.442490752575329 Movie Vector: [1.9730991573408534, -0.7260066803473342] User Vector: [1.7442332884444016, -0.7973177037283964] Predicted: 4.020403210901526 Movie Vector: [2.086746724211933, -0.07640123669674084] User Vector: [2.125478635875265, -0.747237302447389] Predicted: 4.492425434808074 Movie Vector: [1.644015046298227, -0.5263686794439526] User Vector: [1.5307590795108954, -0.05534302031796065] Predicted: 2.5457217914947408 Movie Vector: [0.8950157743068977, -0.4506724243909073] User Vector: [2.491055007536394, -0.14199883211488082] Predicted: 2.2935284843411514 Movie Vector: [2.088220112339726, -0.22894914213974332] User Vector: [1.966917621556145, -0.34351435309755957] Predicted: 4.186004253103335 Movie Vector: [2.0050815252348504, -0.08003036337944772] User Vector: [1.8664467631724517, -0.22342991384437916] Predicted: 3.7602590998662735 Movie Vector: [1.4399993894758638, 0.21172212025338735] User Vector: [1.4830570391229523, 0.029237780248948613] Predicted: 2.141791515720744 Movie Vector: [2.005931395199298, -0.23962169838355402] User Vector: [2.091874820156061, 0.2969044946819742] Predicted: 4.125012617304523 Movie Vector: [1.3961165641952322, -0.27542651176014254] User Vector: [1.8144336430404564, -0.19831617590714684] Predicted: 2.5877823962375968 Movie Vector: [1.4404650417873528, -1.291959487225264] User Vector: [1.965255686072752, -0.602121545608168] Predicted: 3.6087987572728313 Movie Vector: [1.5514289355904787, -1.557695124901285] User Vector: [2.0864636303354773, -0.037693702062774254] Predicted: 3.2957153451022805 Movie Vector: [1.9707861156035662, 0.6411064095744005] User Vector: [1.6365374661200505, 0.17697222067239607] Predicted: 3.3387233408841253 Movie Vector: [1.807143204985676, -0.2609065346708055] User Vector: [1.9037534484267484, 0.26535626512525995] Predicted: 3.371121924705428 Movie Vector: [1.7252127256592147, 0.07322092352224203] User Vector: [1.8185023721410167, 0.000752407390943205] Predicted: 3.137358526023181 Movie Vector: [2.141190439790543, 0.05433933447925847] User Vector: [1.6854090321206552, 0.1875975656572593] Predicted: 3.6189756335811234 Movie Vector: [1.9410341040915464, -0.6102541002586885] User Vector: [1.7368864945031959, -0.3582786972047948] Predicted: 3.5899969647712844 Movie Vector: [1.4814420540800128, -0.43665205974001864] User Vector: [1.9992685774514725, -0.7739023855657621] Predicted: 3.2997266187323384 Movie Vector: [1.452152855772143, -1.9058051321616545] User Vector: [2.0334991141016077, -0.6003480498418949] Predicted: 4.097097940224696 Movie Vector: [1.8940404347091069, 0.11071304860298661] User Vector: [1.4990887350503712, -0.22316471936174848] Predicted: 2.8146274329811614 Movie Vector: [1.7806104900395379, -0.49603575651944964] User Vector: [1.4541860097361607, -0.4522759097810988] Predicted: 2.813683886468735 Movie Vector: [1.8295768166415622, -0.4501491012260928] User Vector: [2.3771774382677027, 0.6262419912036405] Predicted: 4.067326460607609 Movie Vector: [1.5577376316299463, -0.1620290073980288] User Vector: [1.603830571367761, -0.5349389105882054] Predicted: 2.585022856479309 Movie Vector: [1.3625818873594564, 0.2914515911198505] User Vector: [1.526132179616825, 0.18788128216356256] Predicted: 2.1342383642905025 Movie Vector: [2.0888295089566142, -0.4887999627600954] User Vector: [2.210069356325886, 0.014407424637679923] Predicted: 4.609415739707893 Movie Vector: [1.7937434626428612, -0.2888276449984978] User Vector: [1.8423713999603963, -1.3053269447795848] Predicted: 3.681756161852909 Movie Vector: [2.2117133754242606, -0.46796227560952547] User Vector: [2.0891637389906275, -0.256102900940452] Predicted: 4.740477881291224 Movie Vector: [1.9339841378039153, -0.3917896433182376] User Vector: [1.9684609671763817, 0.12448354187734921] Predicted: 3.7582009239341585 Movie Vector: [1.9643865654136834, 0.08049740615067084] User Vector: [1.6714901906878705, -0.515673620044951] Predicted: 3.2419424859740635 Movie Vector: [2.156391646232384, 0.12312931230896595] User Vector: [1.879520652129761, -0.4219152138673761] Predicted: 4.0010325030376785 Movie Vector: [2.1741660160294387, 0.024364451863709478] User Vector: [2.0261503539268237, -0.8339828591131864] Predicted: 4.384867707647698 Movie Vector: [2.0782098328295047, -0.5060085210160264] User Vector: [1.852863925190247, -0.037473821697579374] Predicted: 3.8696021013194537 Movie Vector: [1.411120658290852, -1.23978622159535] User Vector: [2.2825896423036, -0.6614424340536963] Predicted: 4.0410566147736 Movie Vector: [1.3203288136882008, -0.14170393046780624] User Vector: [1.8091612356411673, -0.48725599804300973] Predicted: 2.45773379809149 Movie Vector: [2.000567168334334, -0.7183805058315198] User Vector: [1.8623859117890118, -0.5709882846867222] Predicted: 4.136014962670619 Movie Vector: [2.34774938917325, 0.48975182474287104] User Vector: [1.8858393327970007, 0.6585354867444042] Predicted: 4.749997097944054 Movie Vector: [1.752402866148704, -0.48478001213862965] User Vector: [2.12939979664579, -0.3866193923289632] Predicted: 3.9189916605248145 Movie Vector: [1.2006350138575748, -0.23524696125124528] User Vector: [2.204406809087462, 0.46965388296087385] Predicted: 2.5362033509700637 Movie Vector: [1.765305305686617, 0.3847041410323161] User Vector: [2.362236477474988, -0.17149004456934455] Predicted: 4.104095656681419 Movie Vector: [1.8630769221510308, -1.8268853959371179] User Vector: [1.1279949385371189, -0.2435931435763033] Predicted: 2.5465580948416386 Movie Vector: [1.644934158723624, -0.5089923314827154] User Vector: [2.5941085434170406, -0.5444532877338727] Predicted: 4.544260302810568 Movie Vector: [1.7341529946069267, -0.3065446329556192] User Vector: [1.9196022988024521, -1.0366239122960772] Predicted: 3.646655571630432 Movie Vector: [1.8960111183624913, -0.29321529821797104] User Vector: [1.5461776816951398, -0.5015720098391477] Predicted: 3.078638661900699 Movie Vector: [1.5045598112218268, -0.20482882624463855] User Vector: [1.6338440760134543, -0.33139424854404376] Predicted: 2.5260952295262036 Movie Vector: [2.260221599232563, 0.02982519061516372] User Vector: [2.0642899869202127, -0.4573079118057082] Predicted: 4.652113519877142 Movie Vector: [2.063986737703803, -0.3322331546770701] User Vector: [1.3702744009449626, -0.03184487323758337] Predicted: 2.8388081132614396 Movie Vector: [1.7155373253135915, -0.9178530242491812] User Vector: [1.9316729921809916, 0.2979681269165883] Predicted: 3.040366171966426 Movie Vector: [1.2012685754950139, -1.043563424431332] User Vector: [2.497056398557516, -0.9060008451927205] Predicted: 3.945104727372893 Movie Vector: [1.9435440418897887, -0.04521251399948467] User Vector: [1.7989729525347906, -0.1529289598749817] Predicted: 3.503297466159148 Movie Vector: [2.129793973611521, 0.9708152870080199] User Vector: [1.8651140418466512, 0.39497904973773446] Predicted: 4.355760345956518 Movie Vector: [2.35524410780259, -0.207842136425238] User Vector: [1.7333098462238783, -0.3158009940539669] Predicted: 4.148004555604393 Movie Vector: [1.756659271862365, -0.26255335879748043] User Vector: [1.9083548280861737, -0.5857599573527468] Predicted: 3.5061224470129195 Movie Vector: [1.9845266814346243, -0.31728884440473437] User Vector: [1.7489858187126304, -0.185404599310178] Predicted: 3.5297358337484446 Movie Vector: [1.800820250489922, -0.4791811893600279] User Vector: [2.0108206640448913, 0.2007648943534636] Predicted: 3.5249238110575996 Movie Vector: [2.0063304813023124, -0.6609686553824101] User Vector: [1.9162146897915882, -1.3276789557441597] Predicted: 4.722114115005858 Movie Vector: [2.041219298202878, -0.5039200978389061] User Vector: [1.5772946464213118, -0.17683698639074283] Predicted: 3.308715982710827 Movie Vector: [2.23741704311627, -0.049565847652590964] User Vector: [1.8608648933069674, -0.03942192047927258] Predicted: 4.165484808126396 Movie Vector: [1.370558714823994, -1.4021286990523598] User Vector: [1.7428316555867172, -0.14588644903641715] Predicted: 2.5932046910323048 Movie Vector: [2.207589229205984, -0.3829680041970001] User Vector: [0.971374874773104, -0.09713495563802715] Predicted: 2.181596291168875 Movie Vector: [2.0753741034025848, -0.377697469543031] User Vector: [1.9389607513815912, -0.30325866854366873] Predicted: 4.138608962657305 Movie Vector: [1.746340681355646, 0.03550068913931136] User Vector: [1.938627215056601, -0.9197101810114172] Predicted: 3.3528532264021966
avg loss: 0.9537221836073672: 57%|█████████████████████████▊ | 40243/70000 [00:55<00:39, 750.39it/s]
Movie Vector: [1.960657500396931, -0.3323119610116304] User Vector: [2.146131436530317, 0.1958075396543649] Predicted: 4.1427595103874015 Movie Vector: [1.6201277903493665, -0.03934438872527202] User Vector: [1.9550108793267384, -0.3609713660589621] Predicted: 3.1815696537775167 Movie Vector: [1.971804914246195, 0.1153017966110665] User Vector: [1.682438739497438, 0.6548036497006214] Predicted: 3.3929410116971876 Movie Vector: [2.1276105568290538, -0.11499901728982972] User Vector: [1.6159654304560769, -0.8053003618027705] Predicted: 3.530753859539618 Movie Vector: [1.7499452744392465, -0.491765720391675] User Vector: [2.0175519608913737, -0.11189475933347288] Predicted: 3.5856315268291734 Movie Vector: [1.7761326801760149, -0.19448180034345694] User Vector: [1.7420609016896085, -0.4182738671718725] Predicted: 3.1754779530720154 Movie Vector: [1.5797795868028168, -1.1723990033555967] User Vector: [1.654895578080253, -0.33426017280100456] Predicted: 3.0062565459947983 Movie Vector: [1.7456756926108066, -0.4851704564929664] User Vector: [1.761586109230752, 0.22668040525036257] Predicted: 2.9651794156316402 Movie Vector: [1.9241895256946933, 0.003504779620781131] User Vector: [1.8329783620651319, 0.17848064260416005] Predicted: 3.527623300429645 Movie Vector: [1.9536367706898263, -0.2293586718639607] User Vector: [1.5480203470875675, 0.17285016047950613] Predicted: 2.9846247886072477 Movie Vector: [2.048074260701394, -0.7329456896687752] User Vector: [2.055800129106692, -0.3577329444071765] Predicted: 4.472630149225779 Movie Vector: [1.5091565919500323, -0.7076438498108574] User Vector: [1.7529977140473862, -0.9376716789684919] Predicted: 3.3090856525918246 Movie Vector: [1.7494396426337901, -0.012725343185958984] User Vector: [1.2949220504463812, 0.41061233668162206] Predicted: 2.26016278627087 Movie Vector: [1.8073804521347538, -0.3843807332475042] User Vector: [1.9731825743051394, -0.7108669429719163] Predicted: 3.839535170072997 Movie Vector: [1.8017430148741929, -0.2897513001982012] User Vector: [2.0662645643432183, -0.3136922114424267] Predicted: 3.8137704718149528 Movie Vector: [2.010090512971335, 0.4634480748109017] User Vector: [1.6546037589955727, -0.33404360562486335] Predicted: 3.171091452753975 Movie Vector: [2.023276152053716, -0.28451822311804537] User Vector: [1.8700906697609467, -0.38556136254010365] Predicted: 3.8934090880783674 Movie Vector: [1.4876749364410018, 0.5501661995328405] User Vector: [1.8838473766069812, 0.0932068356885046] Predicted: 2.853831776819565 Movie Vector: [1.9593629129390095, -0.4823157636959429] User Vector: [1.9643626994634404, -0.02333339410966616] Predicted: 3.860153484689045 Movie Vector: [1.5786027315914435, -0.011842536423604465] User Vector: [1.7280348756147623, -0.49434498840762564] Predicted: 2.733734873461788 Movie Vector: [2.1627109393687514, -0.25632951484516775] User Vector: [1.232302998321793, -1.2206575457649855] Predicted: 2.978005731585486 Movie Vector: [1.8958191288297552, -0.1699662573925275] User Vector: [1.8804730234852782, -0.13273103736264613] Predicted: 3.5875965268320726 Movie Vector: [1.6769211149158914, -0.6050926969921084] User Vector: [1.6672621526147233, 0.034968766975419424] Predicted: 2.7747077623001055 Movie Vector: [2.1095999555035037, -0.3126820807568903] User Vector: [1.8214401622980616, -0.22163353071625208] Predicted: 3.9118109188861387 Movie Vector: [1.8511816960213112, -0.20761762881369628] User Vector: [1.972452709940612, -0.025324826914603936] Predicted: 3.656626233423821 Movie Vector: [1.5418984356408674, -1.3726343998221524] User Vector: [1.5319660922951743, -0.03565635747646439] Predicted: 2.4110792640093326 Movie Vector: [2.052831400515073, -0.43916039277856395] User Vector: [2.0681447732540272, -0.5519095757775627] Predicted: 4.4879293574237185 Movie Vector: [1.656357460015573, -0.61892317302341] User Vector: [1.616828349025512, 0.17056074801368432] Predicted: 2.572481698119194 Movie Vector: [2.339418590240654, -0.19907828366347327] User Vector: [2.1017002111864045, -0.32994629353675253] Predicted: 4.9824416869806045 Movie Vector: [2.044739092803294, -0.4245670777308766] User Vector: [1.9379559212688042, 0.08163293076453242] Predicted: 3.9279555774866415 Movie Vector: [1.6833724177841212, -0.2838374707405606] User Vector: [1.958666432033291, -0.3223094402363974] Predicted: 3.388648543636984 Movie Vector: [1.6093181877345133, 0.15422094401326197] User Vector: [2.089885815049461, 0.12222542751551477] Predicted: 3.382140973261332 Movie Vector: [1.659398583260249, -0.695313755177941] User Vector: [1.9775626810975173, 0.2727925550432682] Predicted: 3.0918882954898397 Movie Vector: [2.3165647913204097, -0.15607327516679728] User Vector: [1.7734531861220595, -0.5114953402703302] Predicted: 4.18814996301391 Movie Vector: [1.8501666108125632, -0.5471886389930899] User Vector: [1.981934714824005, -0.1328363085169815] Predicted: 3.739595953043967 Movie Vector: [1.905534286772498, -0.3089151039637381] User Vector: [2.0141203028387333, -0.5326909398142132] Predicted: 4.002531571797062 Movie Vector: [1.9620593489160691, -0.6145911121175415] User Vector: [1.7819212134690448, -0.6991240370171349] Predicted: 3.925910595337272 Movie Vector: [1.9482939649419897, -0.5234299854345876] User Vector: [1.8440229297435276, -0.24303249157867485] Predicted: 3.719909238761119 Movie Vector: [2.305990703219392, 0.4751696829335556] User Vector: [1.850403014620074, -0.47816838748817625] Predicted: 4.039801027851421 Movie Vector: [2.0207331533142128, -0.12557758007648057] User Vector: [1.8115058723367754, 0.0004554641969414416] Predicted: 3.6605127775626425 Movie Vector: [1.8108541934774895, -0.3479648255135282] User Vector: [1.7795189763626866, 0.09724471598087533] Predicted: 3.188611660090743 Movie Vector: [1.848032933525586, -0.36107033102633757] User Vector: [2.0860334151370523, -0.6508438953331754] Predicted: 4.090058872342544 Movie Vector: [2.2693425687649023, -0.2924936498541777] User Vector: [2.069594356644273, 0.47329914496457526] Predicted: 4.55818157922491 Movie Vector: [2.0078841084230827, 0.16711005215652222] User Vector: [1.8215598953116743, -0.6613559168726698] Predicted: 3.546961944574509 Movie Vector: [2.1644704875554925, -0.4532369392880609] User Vector: [1.793105215722678, -0.20370669189012416] Predicted: 3.973450718058337 Movie Vector: [1.7240758909463596, -0.189115483239372] User Vector: [2.0129039694761053, -1.0405725604460847] Predicted: 3.667187587178372 Movie Vector: [1.7555123964993737, 0.49046447699609097] User Vector: [1.98889353365579, -1.048872460273802] Predicted: 2.97709257098639 Movie Vector: [1.4694435623596087, -0.314354826105019] User Vector: [2.4079297672655526, 0.24560981802828052] Predicted: 3.4611082634864716 Movie Vector: [2.082804137878374, -0.35878754008672625] User Vector: [2.0951402291711423, -0.7461265343006321] Predicted: 4.631467642588258 Movie Vector: [1.952945483957187, -0.3585493046829657] User Vector: [1.861003663094341, 0.3837668878224567] Predicted: 3.496839348678788 Movie Vector: [1.519749992427297, -0.50908246885181] User Vector: [2.1208053693248368, 0.0673224927657568] Predicted: 3.188821243144742 Movie Vector: [2.1422704324731607, -0.09123169727552587] User Vector: [2.2216779469413597, -0.015777472372158294] Predicted: 4.76087438179338 Movie Vector: [1.859137345581993, -0.34835467315233] User Vector: [1.4314934538334592, -0.302633116784257] Predicted: 2.7667666004603872 Movie Vector: [2.152493349193459, 0.10153468125324605] User Vector: [1.7107195089928173, -0.7922466958534542] Predicted: 3.601871849705121 Movie Vector: [1.8459178497089677, -0.29314785518371844] User Vector: [1.4779648938271654, -0.03230887370003248] Predicted: 2.7376730557873503 Movie Vector: [2.070508024116263, -0.3323847079272859] User Vector: [1.943512220119983, 0.4171393766582324] Predicted: 3.885406896850921 Movie Vector: [1.76778424757262, -0.4673495298398958] User Vector: [1.7573729632000004, -0.5242868031469851] Predicted: 3.3516814324069837 Movie Vector: [1.2433594352424737, -0.7265277642448456] User Vector: [2.1848447341201815, -0.44928561444435994] Predicted: 3.0429657876777942 Movie Vector: [1.326830004747872, -0.5127326235392164] User Vector: [1.8261251236788627, -0.4533423870623555] Predicted: 2.655401038001046 Movie Vector: [2.0068779918961606, -0.033463339184603896] User Vector: [1.4442956585880542, -0.3050319217265137] Predicted: 2.9087325576704024 Movie Vector: [2.2674121193927865, 0.03976249100761446] User Vector: [1.8893866641950494, 0.42582831043099084] Predicted: 4.300950214979264 Movie Vector: [1.8032849103114725, -0.23006265873360632] User Vector: [1.8608196943085415, -0.5056636673104626] Predicted: 3.471922403283431 Movie Vector: [2.228325124807327, -0.04937323781731042] User Vector: [1.7584382979515973, -0.47104387667278835] Predicted: 3.9416292010943303 Movie Vector: [1.5549499433618024, -0.29237421510444656] User Vector: [1.7463215760288961, 0.021505858051356422] Predicted: 2.7091548773697127 Movie Vector: [1.7610739017701047, -0.403055184421783] User Vector: [1.84924695575697, 0.20335902369931455] Predicted: 3.1746956429104545 Movie Vector: [1.7263825449956138, -0.6694177080049731] User Vector: [2.0731833573504717, -0.16358051643638435] Predicted: 3.6886112550923724 Movie Vector: [1.7448823806070084, -0.17013111780404008] User Vector: [2.035011823420299, -0.7723944866408775] Predicted: 3.6822646124109104 Movie Vector: [1.5889124837665338, -0.3247909257663636] User Vector: [1.9121156020483276, -0.41421205496821967] Predicted: 3.1727166672960654 Movie Vector: [1.7520985988416091, -0.28221447896060764] User Vector: [1.993891175317511, -0.2622879473097652] Predicted: 3.567515390904133 Movie Vector: [1.9711909421079046, 0.7361443476516761] User Vector: [2.148558582493744, -0.2347226672437657] Predicted: 4.062429451642643 Movie Vector: [1.9392027150827769, -0.08993307888920703] User Vector: [1.6089665262681923, -0.3199809597570188] Predicted: 3.1488891291134546 Movie Vector: [1.6811565392327295, -0.3999346758838892] User Vector: [2.177170262393088, 0.3470700809223803] Predicted: 3.52135866332249 Movie Vector: [1.767783571283129, -1.53002732395231] User Vector: [1.5467614617826844, -0.043234368755698666] Predicted: 2.8004892663633556 Movie Vector: [1.9537307467480507, 0.17549350124132873] User Vector: [2.1218780023376795, 0.2011450657233003] Predicted: 4.180877945856656 Movie Vector: [1.6963947846367318, 0.15490794284844736] User Vector: [0.8828244700137681, -0.20546493557754147] Predicted: 1.465790676183237 Movie Vector: [1.4015862063629332, -0.6002339930659826] User Vector: [1.8821050471786214, -0.581836619312542] Predicted: 2.987170590373592 Movie Vector: [1.6874211275021351, -0.34547810796566364] User Vector: [1.974684312061878, -0.5189560719445537] Predicted: 3.5114119901729293 Movie Vector: [1.9962681433856242, -0.047543698866637965] User Vector: [1.8281326172479364, 0.13447838458223846] Predicted: 3.64304930587559 Movie Vector: [1.5513117033304817, 0.10713455388151785] User Vector: [2.18908018170301, -0.30906599299666515] Predicted: 3.362834058125051 Movie Vector: [0.42964741918960786, -0.22489582779888545] User Vector: [1.0429243227877578, -0.16017508193424773] Predicted: 0.4841124513401866 Movie Vector: [1.8880789290775224, -0.16445963269766165] User Vector: [2.3212970546772307, -0.5137331140423517] Predicted: 4.467280416305823 Movie Vector: [1.7119235389777088, -0.39503000431286955] User Vector: [2.110326868683039, 1.023592733644331] Predicted: 3.2083683994494727 Movie Vector: [1.9027663093113198, -0.4565611075859991] User Vector: [2.134310782491776, -0.4063064828214435] Predicted: 4.246598388341561 Movie Vector: [1.6792682892463406, 0.17650227051664713] User Vector: [1.5923546165424431, 0.649237768874031] Predicted: 2.7885825531061696 Movie Vector: [2.10012113482171, -0.1352116576237684] User Vector: [1.763458763839324, 0.3568341873803467] Predicted: 3.655228878353004 Movie Vector: [1.7930486522445226, -0.3209593645046053] User Vector: [1.138591052702569, -0.2807964983792229] Predicted: 2.131673418180928 Movie Vector: [1.7755470335156027, -0.16840209035106335] User Vector: [1.7158834329025499, -0.710517764993214] Predicted: 3.166284416005114 Movie Vector: [2.114342509425692, -0.31325915651932473] User Vector: [1.8820879767648122, -0.1073183336830717] Predicted: 4.012997066441455 Movie Vector: [1.9528464904857015, -0.3791452083036052] User Vector: [1.98226767378862, 0.12168655685907973] Predicted: 3.8249275950132775 Movie Vector: [0.8976419616007427, -1.410942411606967] User Vector: [1.8828394894090474, -0.153247336017402] Predicted: 1.9063388985052148 Movie Vector: [1.9994356074075939, 0.9346797590446597] User Vector: [2.582576927672502, -0.5456648062700539] Predicted: 4.653674418414061 Movie Vector: [2.1307106543408945, -0.4577391787085401] User Vector: [1.8296290331966754, -1.2218976998494835] Predicted: 4.4577205241185425 Movie Vector: [1.272356943272895, 0.5854511760809963] User Vector: [1.049468420946003, -0.16360054268825786] Predicted: 1.2395183020119585 Movie Vector: [1.8473924553939118, -0.357354373074354] User Vector: [1.8911449837985976, -0.21820689017544703] Predicted: 3.571664161564722 Movie Vector: [1.4978831129559882, -0.6765086251974674] User Vector: [1.7640429912912832, -0.14031853199969677] Predicted: 2.737256904356422 Movie Vector: [1.8313133955023642, -0.3610211854592816] User Vector: [1.8115915614576426, -0.49152565753591954] Predicted: 3.4950430692436956 Movie Vector: [1.814097686622634, -0.1806821851108697] User Vector: [1.8223950480190416, -0.33793967672879954] Predicted: 3.3670623199509078 Movie Vector: [2.1695052155194743, 0.1591352265205899] User Vector: [2.0961978380181674, -0.30300731228422717] Predicted: 4.499493005063315 Movie Vector: [2.1182806287378364, 0.10736604682796491] User Vector: [1.6710663425434098, -0.3594565677105921] Predicted: 3.5011940320640558 Movie Vector: [1.4903983609855984, -0.4281375266595278] User Vector: [2.486953873827891, -0.17921470495888525] Predicted: 3.783280517921988 Movie Vector: [1.478074568576918, -1.3711489057038373] User Vector: [2.0511094917579284, -0.6096530836268955] Predicted: 3.8676179356081097 Movie Vector: [1.988677406010949, -0.31550657141350597] User Vector: [1.9463257740206228, -0.360760450499511] Predicted: 3.984436384370277 Movie Vector: [1.9630926838595808, -0.37851621959079595] User Vector: [1.9393930098884136, -0.25470629657260124] Predicted: 3.9036186933249892 Movie Vector: [1.7178378951229774, 0.073217872177857] User Vector: [1.6630690649553486, -0.43425064572575656] Predicted: 2.8250881537151336 Movie Vector: [0.9305084321236463, -0.9833834924731026] User Vector: [2.0288233751242584, -0.37744582835939966] Predicted: 2.2590112547541477 Movie Vector: [2.006469941487036, -0.03312068554368179] User Vector: [1.8145721790383345, -0.2738693960314324] Predicted: 3.6499552760450453 Movie Vector: [1.7489269221719086, -0.57448501567992] User Vector: [1.9866471991011296, -0.5950540208645387] Predicted: 3.8163503898721456 Movie Vector: [2.3635654201423653, -0.14408515662333893] User Vector: [2.0769143801846655, -0.3244853342301594] Predicted: 4.955676529805418 Movie Vector: [1.9067099273054993, 0.5543255865918669] User Vector: [2.0973875635804475, 1.0933272499756053] Predicted: 4.6051689580655335 Movie Vector: [2.296339326048984, -0.2863197143202163] User Vector: [2.0646053608973403, -0.16950724628117958] Predicted: 4.789567749330551 Movie Vector: [2.001732464756261, 0.4651354592052443] User Vector: [1.659355295034176, -0.17107434840079266] Predicted: 3.2420126190334733 Movie Vector: [0.8914102554388765, -0.7665442972021329] User Vector: [0.8594952471969748, -0.2075952662927331] Predicted: 0.9252938453552083 Movie Vector: [2.3038162845581382, 0.4757315812101802] User Vector: [1.6006635665894442, -0.9371744466540474] Predicted: 3.2417913094311657 Movie Vector: [1.8986981555116809, -0.24814507139131117] User Vector: [1.937483036569308, -0.14937550446269915] Predicted: 3.7157622630883256 Movie Vector: [1.8250805297850616, -0.3090878624915896] User Vector: [2.1588587532747106, -0.33697796148432724] Predicted: 4.04424687497969 Movie Vector: [1.9824408594650635, -0.27365532423826044] User Vector: [2.3545844524984294, -0.004098077312533338] Predicted: 4.6689458863697775 Movie Vector: [1.8120335324531651, -0.8699428780463305] User Vector: [1.478983728844267, -0.015881055800040674] Predicted: 2.693783722007533 Movie Vector: [1.991644091867738, -0.42680360978392623] User Vector: [2.124771953588922, -0.14206452784257026] Predicted: 4.292423161237106 Movie Vector: [1.1095205215312176, -0.32863200773040324] User Vector: [1.5135921452508312, -1.9397512721871053] Predicted: 2.316825901460709 Movie Vector: [1.1575007943283986, -0.09175788900047148] User Vector: [1.5528091632906875, -0.06240285441554487] Predicted: 1.803103794138161 Movie Vector: [1.4638762034183583, -1.2393389402480783] User Vector: [2.1012671635490126, -0.4360466889323946] Predicted: 3.6164046391039486 Movie Vector: [1.9507070084665699, 0.25408002838014104] User Vector: [1.8319582440858675, -0.3773085950235448] Predicted: 3.4777472074247595 Movie Vector: [1.9178189392408864, -0.018527319627585415] User Vector: [0.8082963580669384, -0.20243180378340375] Predicted: 1.5539165827516912 Movie Vector: [1.6451423797908582, -0.4336497385856249] User Vector: [2.321793070187066, -0.19514445943320247] Predicted: 3.9043045206891143 Movie Vector: [1.8583216910897746, -0.368349145320634] User Vector: [2.0358089421135483, -0.7129063558634878] Predicted: 4.045786362920098 Movie Vector: [1.7224178304502065, -0.208087641867434] User Vector: [2.151657642292391, 0.5173844837311763] Predicted: 3.5983921709504463 Movie Vector: [2.0699851430902427, -0.6949774834151873] User Vector: [1.716601697017056, -0.27214454625752577] Predicted: 3.742474341312027 Movie Vector: [1.9789544353378616, 0.24826221185498565] User Vector: [2.2650249529010114, -0.4013388424814156] Predicted: 4.382743907956631 Movie Vector: [1.658264183903551, -0.507122943136296] User Vector: [2.000234539613972, -0.04790970790328249] Predicted: 3.341213408525371 Movie Vector: [1.676165172194112, 0.07984159625693471] User Vector: [1.7226586022464494, -0.43171081403563943] Predicted: 2.852991872152102 Movie Vector: [2.2154454099765015, -0.06934287880438242] User Vector: [1.8411425397176997, -0.1770334408448187] Predicted: 4.091226797162881 Movie Vector: [2.2656425624656533, 0.07425707526796438] User Vector: [1.6936985418769863, -0.38708929773241585] Predicted: 3.8085713853453766 Movie Vector: [1.4962582733072558, -0.3696806478051977] User Vector: [1.5970236563979172, -0.268800040064206] Predicted: 2.4889300314937866 Movie Vector: [1.4923506944961784, -0.8931248275169029] User Vector: [1.916626609778891, -0.3400769229028974] Predicted: 3.1640101953035136 Movie Vector: [1.5512687503607352, 0.25095791678366025] User Vector: [1.858819306108779, -0.11549164187350841] Predicted: 2.8545447602832743 Movie Vector: [1.539252220014663, -0.6181729583286624] User Vector: [2.053335757352066, -0.10712049553394634] Predicted: 3.226820616561509 Movie Vector: [1.8964624882317582, -0.6967419387730522] User Vector: [1.849170869529251, 0.133977331487514] Predicted: 3.413535562700877 Movie Vector: [1.8114572328727339, -0.18667735597965168] User Vector: [1.7888260231032946, -0.35374964695736005] Predicted: 3.3064188866741664 Movie Vector: [2.2923895194860444, 0.48242185170612384] User Vector: [2.014968514244341, -0.48141617420974275] Predicted: 4.3868470219445515 Movie Vector: [1.983864065604767, 0.2535452342767142] User Vector: [1.849933195335655, -0.039179748874342134] Predicted: 3.660082151388562 Movie Vector: [1.8483047130845054, 0.51171517150754] User Vector: [1.7760688143245682, -0.273233823173504] Predicted: 3.142898467591618 Movie Vector: [1.9495933954774753, 0.9452107680634037] User Vector: [1.8601344239953044, -0.24736101661303128] Predicted: 3.3926974912197956 Movie Vector: [1.9120506808446205, -0.2780649095497787] User Vector: [1.9692866508362665, 0.10309910735514898] Predicted: 3.7367076375483332 Movie Vector: [1.8114016305360907, -0.6842232483145775] User Vector: [1.7068463542230223, -0.7037901698806466] Predicted: 3.5733338652817688 Movie Vector: [1.661146055573651, -1.6325296200615298] User Vector: [1.6138832110340189, -0.9636518560477397] Predicted: 4.254085928590904 Movie Vector: [1.4890335004164534, -0.6424958710804601] User Vector: [2.101302566945771, -0.7412713312924947] Predicted: 3.605173686399084 Movie Vector: [1.3661847621936183, -0.2393728161696965] User Vector: [1.947239587137767, -0.36090542828355554] Predicted: 2.746680001026975 Movie Vector: [2.176086691316465, -0.006553370727891805] User Vector: [2.0709817033107045, 1.4119683511188785] Predicted: 4.4973825704733965 Movie Vector: [2.221894707180908, -0.20095432536763638] User Vector: [2.1567764076497986, -0.08357205144077087] Predicted: 4.808924249946609 Movie Vector: [2.0491132866242228, 0.23435153460710234] User Vector: [1.6189555546076704, -0.18712190234652024] Predicted: 3.2735710324271574 Movie Vector: [2.1228466194401676, -0.39516220826043946] User Vector: [1.9279980731269204, -0.2131273633746775] Predicted: 4.177064071376503 Movie Vector: [1.9762930536705905, -0.34157137746525496] User Vector: [1.5653754764456824, -0.21929003586115056] Predicted: 3.1685438800993917 Movie Vector: [1.5514244139994793, 0.5533203229261714] User Vector: [2.12300030511808, -0.6354073682921625] Predicted: 2.942090694075445 Movie Vector: [1.4213180936337886, 0.2717553551714323] User Vector: [1.0404707476521526, -0.16774065324428403] Predicted: 1.4332554787355918 Movie Vector: [1.8469361040512091, -0.35807270635930283] User Vector: [1.7633807691823848, 0.22618162074435785] Predicted: 3.1758621427238727 Movie Vector: [2.15469834419787, -0.23913767489202728] User Vector: [2.243365578364651, -0.1292442130056718] Predicted: 4.864683257724237 Movie Vector: [2.057431372767799, -1.0853153386801557] User Vector: [1.8929811337531324, -0.19124672450720168] Predicted: 4.1022417762212555 Movie Vector: [1.8705027106791825, -0.398269660256029] User Vector: [1.8054211733486065, -0.20162471866583706] Predicted: 3.457346206868419 Movie Vector: [1.2405878648787103, -0.7259578259446942] User Vector: [2.011175758234575, -0.2730309245867997] Predicted: 2.6932491762327553 Movie Vector: [1.090127456148079, -1.6268176303857742] User Vector: [2.0578663358971574, -0.8308636667315774] Predicted: 3.5950002553302367 Movie Vector: [1.2956921302171567, -0.8323036092162515] User Vector: [2.2736018656100727, -1.0595212388861628] Predicted: 3.8277313956842445 Movie Vector: [1.4354657523134857, -1.020398209600493] User Vector: [1.0222897420955612, -0.1712168530088093] Predicted: 1.642171283983184 Movie Vector: [1.822562058314659, -1.5315584671613416] User Vector: [2.020773204502227, -0.4578821459122293] Predicted: 4.384257848518567 Movie Vector: [1.5269815505754385, -1.2737682492464728] User Vector:
avg loss: 0.9546502895032163: 58%|█████████████████████████▉ | 40424/70000 [00:55<00:37, 788.05it/s]
[1.6899708713022246, -0.05186913555435993] Predicted: 2.6466235994734006 Movie Vector: [1.0205218969319039, -0.4578267115431783] User Vector: [1.4677284298055187, 0.021529526664353246] Predicted: 1.4879922089721906 Movie Vector: [2.0110301850338868, 0.31911948897978937] User Vector: [2.1204573230183263, -0.4029824010515781] Predicted: 4.135704144774577 Movie Vector: [2.190554520172278, -0.036372167474306126] User Vector: [2.1098356204452995, -0.7718221523771746] Predicted: 4.6497827997735754 Movie Vector: [2.015789058384983, -0.33201643712764606] User Vector: [1.2634214797552243, -1.3937910508529632] Predicted: 3.009552733823744 Movie Vector: [1.7480754934408629, -0.5026801454860693] User Vector: [1.8036407347998737, -0.3452795032092789] Predicted: 3.3264653183819277 Movie Vector: [2.2693756273272028, 0.48792032964186477] User Vector: [2.0991967230822635, 0.46948372091932805] Predicted: 4.992936532200468 Movie Vector: [1.7856535759420311, 0.4195934261911507] User Vector: [2.08447105772259, 0.29778892279999586] Predicted: 3.847093472569433 Movie Vector: [2.0355369505610836, -0.34151770462336767] User Vector: [1.982320757327818, -0.8062973181982666] Predicted: 4.310451958760054 Movie Vector: [2.3318984426650022, -0.0896748714346299] User Vector: [1.8819353364588673, 0.09326497519956181] Predicted: 4.3801185556242945 Movie Vector: [1.8921483315225904, -0.6640656787030218] User Vector: [1.61812221929375, -0.4542167743180678] Predicted: 3.3633570279521257 Movie Vector: [1.4653685263813452, -0.11193925982927322] User Vector: [2.0000961999528046, -0.4405065831714548] Predicted: 2.9801880020159044 Movie Vector: [1.199573500886892, -1.3139640898569964] User Vector: [2.081119600578549, -0.6498838298402645] Predicted: 3.3503799400191823 Movie Vector: [2.0054550557215878, -0.2736953796949441] User Vector: [2.0269237224980476, 1.198587025157038] Predicted: 3.7368566958979414 Movie Vector: [2.0485385914156167, -0.1786973718961812] User Vector: [2.0315078635314987, -0.03963567842925476] Predicted: 4.168705048777195 Movie Vector: [1.4407971328933427, -0.49037139644555894] User Vector: [1.9062716150170844, -0.14365842617486194] Predicted: 2.8169966604871153 Movie Vector: [1.2882773935093266, -0.3466719877166551] User Vector: [1.915446663493449, -0.10560245986755668] Predicted: 2.504236049721531 Movie Vector: [1.7998249057494096, -0.6683866326669414] User Vector: [1.992546869825634, -0.4286887739305055] Predicted: 3.872765328254733 Movie Vector: [2.051282022751636, 0.07398540538415348] User Vector: [1.8738634102396041, -0.06273035211543908] Predicted: 3.8391811959854225 Movie Vector: [1.3175519324737615, -0.8404590872188188] User Vector: [1.971541677622633, 0.2706055069233429] Predicted: 2.3701756899590833 Movie Vector: [2.2310605217428887, -0.3853150722739585] User Vector: [2.3441988757740635, -0.5227530711148279] Predicted: 5.431474204231619 Movie Vector: [1.61524968856172, -0.1945133023933873] User Vector: [2.02376136079585, -0.8132501272694594] Predicted: 3.4270678756757644 Movie Vector: [2.3091665271167447, -0.2873728470746261] User Vector: [1.9319672139100847, -1.4496165871153004] Predicted: 4.87781446765409 Movie Vector: [2.3161360346025264, -0.292602290712526] User Vector: [1.7420867265610316, -0.39105411876624624] Predicted: 4.149333173734335 Movie Vector: [1.4987350524155671, -0.3220845621592201] User Vector: [1.8379589361451973, -0.5021550290282921] Predicted: 2.9163498651618602 Movie Vector: [1.5623690159381698, -0.7124175320895154] User Vector: [1.8107659699497036, 0.12330629543748825] Predicted: 2.741239079877968 Movie Vector: [1.9971903758293303, 0.32805254368574366] User Vector: [1.913417832000044, -0.5893132563422745] Predicted: 3.6281339662398984 Movie Vector: [1.8592729492746192, 0.0367205277743657] User Vector: [2.350993287506305, -0.516319781087018] Predicted: 4.35217868852482 Movie Vector: [1.9724556270714229, 0.1365363208692966] User Vector: [1.8279135728014722, -0.0672519616934071] Predicted: 3.596296077051632 Movie Vector: [2.208861951371136, -0.055692880277746035] User Vector: [1.9551600898042674, 0.17515292047029665] Predicted: 4.308923960577969 Movie Vector: [1.827413669774621, -0.42941546776293193] User Vector: [1.869843065681359, -0.03663519311130319] Predicted: 3.432708497145876 Movie Vector: [1.5694613138328193, 0.603622080363501] User Vector: [2.1832674787168993, -0.44836398244535053] Predicted: 3.155911445751765 Movie Vector: [2.2104864295767905, -0.06886605240756392] User Vector: [2.226186089613342, -0.1064094568330002] Predicted: 4.9282821400338355 Movie Vector: [2.151060246144643, 0.2709008019428867] User Vector: [1.380097140579304, -0.033426007319830114] Predicted: 2.959616962729345 Movie Vector: [2.1658760207437995, -0.45339661564928124] User Vector: [1.5829087195220715, 0.06322538764495582] Predicted: 3.3997178618577903 Movie Vector: [2.170938663035921, -0.23988874709456479] User Vector: [1.8562953972272038, -0.34131611517316784] Predicted: 4.111781343088235 Movie Vector: [2.0784442589317274, -0.5600617820241623] User Vector: [1.8174132076155023, -0.6050826900507987] Predicted: 4.11627573713696 Movie Vector: [2.0197022903853856, -0.3432892301009896] User Vector: [2.286402582829652, -0.05122012514889953] Predicted: 4.635435850612152 Movie Vector: [1.9312431423254786, -0.8015203741593252] User Vector: [1.7636683106564555, -0.1595942180755494] Predicted: 3.5339903476776207 Movie Vector: [1.3454092063799619, -0.5173449797838073] User Vector: [1.8029652826638354, -0.9631383135376677] Predicted: 2.924000861425529 Movie Vector: [1.5366018782305255, -0.7253522308372587] User Vector: [2.6526702949491208, 0.8347238572369495] Predicted: 3.4706293455652384 Movie Vector: [1.996036331510228, -0.006831448989995182] User Vector: [1.5154042284622775, -0.0372564403531777] Predicted: 3.025056412406754 Movie Vector: [1.971649018948228, -0.027865240136150757] User Vector: [2.079847812508541, -0.650797838449987] Predicted: 4.11886453714258 Movie Vector: [1.7567411519761427, -0.8368438074155552] User Vector: [1.770092653751666, -0.15225711972888875] Predicted: 3.237010035436258 Movie Vector: [1.7323352755277852, -0.2708127249959495] User Vector: [1.636533764078966, 0.5405734508179961] Predicted: 2.6886309998297735 Movie Vector: [2.397865325722257, -0.4648039216162644] User Vector: [2.1584320291662404, -1.0415546595683252] Predicted: 5.659748011011111 Movie Vector: [1.8629304339748487, -0.23948683644990404] User Vector: [1.6423078823134236, -0.33995465570453426] Predicted: 3.1409200009495564 Movie Vector: [1.949529543315356, 0.07739172028884583] User Vector: [2.000953351643396, -0.4405720608476017] Predicted: 3.866821044124483 Movie Vector: [2.131986331569842, -0.36322166641304454] User Vector: [1.5555410987546112, -0.2175903173258788] Predicted: 3.395425878394414 Movie Vector: [1.985514919539684, -1.2496308400088445] User Vector: [1.7850347952788999, -0.33344181784287047] Predicted: 3.9608923968487835 Movie Vector: [2.105985103180764, -0.4412264903209448] User Vector: [1.622915961418313, -0.5369240887998016] Predicted: 3.6547419697311625 Movie Vector: [2.355821810676642, -0.44451575946491473] User Vector: [1.7394153997595605, 0.054775341939889706] Predicted: 4.073404233858042 Movie Vector: [1.4665384613214445, -0.11219692945686822] User Vector: [1.83074063665658, -0.5162484561629054] Predicted: 2.742773047979309 Movie Vector: [1.9771013934052988, -0.09185242670174779] User Vector: [1.7480875685575572, -0.3828157034022543] Predicted: 3.4913089189266606 Movie Vector: [1.7867977435613158, -0.5651607381056044] User Vector: [1.8227021361127471, 0.11786357738961421] Predicted: 3.190188197597365 Movie Vector: [2.1328919374258115, -0.37239420265189505] User Vector: [1.9698754066043833, -0.4313037628096628] Predicted: 4.362146393332148 Movie Vector: [1.9794610670489574, 0.3095093311305801] User Vector: [1.9150639294137406, 0.0816272917089248] Predicted: 3.8160588976431224 Movie Vector: [1.9981122375095492, -0.4559845043650302] User Vector: [1.6883138834254066, -0.5096909481525338] Predicted: 3.6058518056022506 Movie Vector: [1.9764786823358695, -0.5891332115540445] User Vector: [2.0711948952371384, -0.26038833058077426] Predicted: 4.2470759708453265 Movie Vector: [1.557539130419498, -0.33815062485318725] User Vector: [2.35681103719628, -0.17267238358765438] Predicted: 3.729214687842824 Movie Vector: [2.405859007286607, -0.1614123236104357] User Vector: [1.9717701997256016, -0.5433618419901222] Predicted: 4.8315063927860225 Movie Vector: [2.117653798183111, -0.00964460655908374] User Vector: [2.1452528997396265, 0.3120714587217146] Predicted: 4.5398931447592625 Movie Vector: [2.1579556216652094, -0.09134308724519735] User Vector: [1.719408427380657, -0.381483324232624] Predicted: 3.745252946372594 Movie Vector: [1.5148850163262984, -0.833169623963349] User Vector: [2.1936758391961466, 0.0447948672986578] Predicted: 3.2858449367325497 Movie Vector: [1.835938224925453, -0.32887910259475356] User Vector: [2.076217691815472, -0.4190589172641738] Predicted: 3.94962714431469 Movie Vector: [1.8377076617689219, -0.8232074171408928] User Vector: [1.9180037884245045, -0.3912307784058678] Predicted: 3.8467943358870453 Movie Vector: [2.1100061596664843, -0.22868511788291157] User Vector: [1.886210686109731, -0.08656477697832264] Predicted: 3.9997122423480733 Movie Vector: [1.6822306381640677, -0.055841122379065175] User Vector: [1.7799696837384353, -0.28622685186132973] Predicted: 3.010302765650965 Movie Vector: [2.110022184725351, -0.22868585332866906] User Vector: [2.05767334970031, -0.10625391377322577] Predicted: 4.366035183726519 Movie Vector: [2.0306658403533033, 0.7296469186944408] User Vector: [2.1285686751678616, -0.5147063488794139] Predicted: 3.946857796017133 Movie Vector: [1.48259288017708, -2.4737548848363384] User Vector: [1.656542349351932, -0.23479767086681239] Predicted: 3.0368097781159595 Movie Vector: [1.757495817055023, -0.4857047016157602] User Vector: [1.625468565343141, 0.08655182607631323] Predicted: 2.814715575486305 Movie Vector: [2.2315104315108787, 0.045884462727791224] User Vector: [1.7894984364894422, -0.28068107560117717] Predicted: 3.9804055278467794 Movie Vector: [1.8711783008239313, -0.20787437035834974] User Vector: [2.16912735706859, 0.20538923023108765] Predicted: 4.016128885357635 Movie Vector: [1.0037486955220423, -1.3469597838912482] User Vector: [2.0789481604229416, -0.4195480372427745] Predicted: 2.651855837659002 Movie Vector: [1.8369357957680559, -0.3044138545357446] User Vector: [1.9312149408793242, -1.1766029429704223] Predicted: 3.905692091351048 Movie Vector: [1.570542532816857, -0.5074701189009896] User Vector: [1.6111582683090366, -0.15907284197092464] Predicted: 2.6111173015077993 Movie Vector: [1.7531005640413517, -0.4911871444414042] User Vector: [1.8476795589518622, -1.0545841668845084] Predicted: 3.757166262471305 Movie Vector: [1.537260444002238, -0.7121619569542469] User Vector: [1.5687779927020469, -0.5112091978466443] Predicted: 2.775684096353565 Movie Vector: [1.61334496289801, 0.3328563027658523] User Vector: [2.4584469763570627, -0.23402509217360407] Predicted: 3.888426318922167 Movie Vector: [1.7227394713424988, -1.0795308460207405] User Vector: [2.2519739411857373, -0.13019960607737707] Predicted: 4.020118887815679 Movie Vector: [1.5217152528371378, -0.25642718148026356] User Vector: [2.395309839596559, 0.4625957992337309] Predicted: 3.526357381222846 Movie Vector: [2.2125620982589895, 0.3214879012499705] User Vector: [2.1178026661080547, -0.7500304059384367] Predicted: 4.444644209543708 Movie Vector: [2.1780197357641784, -0.016491491857806333] User Vector: [1.732340448816833, -0.2774286798922127] Predicted: 3.7776468994012014 Movie Vector: [2.2853797333536243, 0.037435115539330835] User Vector: [1.7922752514974734, -0.728537446372715] Predicted: 4.068756652883904 Movie Vector: [1.1863877139468124, -1.2639261285303878] User Vector: [2.0733199523928825, -0.6425428278139155] Predicted: 3.2718879873735154 Movie Vector: [2.163511159692959, -0.25712217296443635] User Vector: [2.0477663587118755, -0.6151303550567752] Predicted: 4.588529023065541 Movie Vector: [1.3941898444300014, -0.17715140300438914] User Vector: [2.0439919583942903, -0.06834695277902877] Predicted: 2.8618205890657893 Movie Vector: [1.4337908327840916, 0.21159972144374714] User Vector: [2.0081323695732562, -0.5036399160177825] Predicted: 2.7726717165738153 Movie Vector: [2.100056583016963, -0.3140029534712078] User Vector: [1.8459486704356858, -0.37177940787116187] Predicted: 3.993336489371194 Movie Vector: [2.0386238257355807, -0.2847351458965674] User Vector: [1.799244243197211, 0.08760730267976788] Predicted: 3.64303730438929 Movie Vector: [1.234177125476798, -0.16064900419335007] User Vector: [1.6583869696742168, -0.748080988555236] Predicted: 2.1669217290280782 Movie Vector: [1.8061029676319873, -0.21403619047821018] User Vector: [1.7356371936167236, -0.11974604129168936] Predicted: 3.1603694726265386 Movie Vector: [0.9292462112103828, -1.9235384002460985] User Vector: [1.122217844327738, -0.2422505620625799] Predicted: 1.5087949386028066 Movie Vector: [2.1354906844369608, -0.2372047598720641] User Vector: [1.9112816534674084, -0.10700449778603756] Predicted: 4.10690614251749 Movie Vector: [1.4530344538298554, 0.0666931386153726] User Vector: [1.7756626076305142, -0.14556645195218385] Predicted: 2.570390663706706 Movie Vector: [2.1225284117974517, -0.44669966398853655] User Vector: [2.1061104636743018, -0.2596885499378404] Predicted: 4.586282085531514 Movie Vector: [1.5115674268970563, -0.6775971263582174] User Vector: [1.6731104780407073, -0.5816575632500189] Predicted: 2.9231487935892315 Movie Vector: [1.2520085129008551, -1.313994298561538] User Vector: [2.01324715468681, -0.5745297528111591] Predicted: 3.275531395789143 Movie Vector: [2.2487544014895624, -0.052119117096206494] User Vector: [1.8929685909577365, -0.10047477746688761] Predicted: 4.262058107489717 Movie Vector: [1.7992562620947725, -1.1839151304042144] User Vector: [2.1760429226573397, -0.4511425801208321] Predicted: 4.449373381752878 Movie Vector: [1.1930320822033866, -0.14898031878915344] User Vector: [1.812668888982201, 0.12103707443164297] Predicted: 2.144539997033602 Movie Vector: [1.8107749582371748, -0.25748679670764657] User Vector: [2.0718003901788973, -0.5351039955028284] Predicted: 3.889346478709441 Movie Vector: [1.6979891650127192, -0.9337016444583862] User Vector: [2.0213910010424185, 0.7164291647547709] Predicted: 2.763368928754763 Movie Vector: [2.0238241065348164, -0.2586630451767029] User Vector: [1.843939680547945, -0.26689223838619663] Predicted: 3.80084473560404 Movie Vector: [1.4015916258113656, 0.29625405828167267] User Vector: [1.9675905912938887, -0.11325914837904769] Predicted: 2.7242050134379285 Movie Vector: [1.998210421168949, -0.24071755358045455] User Vector: [1.8904423085398427, -0.147465192292512] Predicted: 3.8129989818699244 Movie Vector: [1.547650170262719, -0.715547600845336] User Vector: [1.6782797963131073, -0.6808485046886891] Predicted: 3.0845695265815882 Movie Vector: [1.9149574687153914, -0.24939862719860323] User Vector: [1.6093674367999813, -0.09742021705477105] Predicted: 3.1061666614023196 Movie Vector: [1.9284645173930224, -0.02119342540196728] User Vector: [1.9298818513406804, 0.023486820293220592] Predicted: 3.721210906897444 Movie Vector: [1.8658946882917962, -0.9769444467380721] User Vector: [1.9341903614754103, 0.11182448392586963] Predicted: 3.499749213041428 Movie Vector: [1.6323770017432302, -0.27551391276809445] User Vector: [1.5595380187080143, -0.06293626706762132] Predicted: 2.5630938122779843 Movie Vector: [2.004709655398958, -0.5648429293540219] User Vector: [1.9140563602118752, -0.14630794308809758] Predicted: 3.9197682734561745 Movie Vector: [2.1758791133303297, 0.18690622639691362] User Vector: [1.8335703258832718, -0.25390669089087586] Predicted: 3.942170633460356 Movie Vector: [1.875561912100131, 0.4181517661725847] User Vector: [1.9382502142854536, -1.063021462694889] Predicted: 3.190803975928482 Movie Vector: [2.283272573774876, -0.06409235500504741] User Vector: [1.50895551267496, -0.3061100812547334] Predicted: 3.4649760531355454 Movie Vector: [1.1176012237102357, -1.0012138046738206] User Vector: [2.320253535797709, -0.33825933898435023] Predicted: 2.931788110676494 Movie Vector: [2.0651398092708164, 0.3088362231680737] User Vector: [1.7801639284691213, -0.1962469160677839] Predicted: 3.6156792393427524 Movie Vector: [2.2899971998817414, -0.05430819778690582] User Vector: [1.8388938819978835, -0.49690797830714023] Predicted: 4.2380480174226145 Movie Vector: [2.060628821613914, 0.045372274752321355] User Vector: [1.7556798098445388, 0.7935845474019741] Predicted: 3.653811153815212 Movie Vector: [2.113620292252702, -0.3132179750525073] User Vector: [2.1596438852439235, -0.024057933406957503] Predicted: 4.572202517076698 Movie Vector: [2.131634611529792, 0.22481356597260982] User Vector: [1.797287868625263, 0.26147843567236595] Predicted: 3.8899449271926647 Movie Vector: [1.5203558994610649, -0.3737365945343814] User Vector: [1.7863307825976567, -0.18511990892767974] Predicted: 2.7850446280543943 Movie Vector: [1.7663475852003534, -0.4987480327485693] User Vector: [1.9053472425831532, -0.6026013439218861] Predicted: 3.6660517357175895 Movie Vector: [1.6277069568689633, -0.9495619332924233] User Vector: [1.7234028588048593, -0.17517654716095557] Predicted: 2.9715358035541777 Movie Vector: [2.017759194060832, -0.46191579238631797] User Vector: [1.6079430259457241, -0.10368161796444635] Predicted: 3.2923340008459228 Movie Vector: [1.7133373997431953, -0.5466581636987516] User Vector: [1.9171215608488816, -0.3556283698872464] Predicted: 3.4790832216981817 Movie Vector: [1.5063112207707006, -0.4292842381049837] User Vector: [2.0147165243821523, -0.6498773404472609] Predicted: 3.313772206304578 Movie Vector: [1.6531452056650862, -0.23789388504711884] User Vector: [1.9809896442041564, -0.5647489544026533] Predicted: 3.409213855627431 Movie Vector: [2.270155496265765, -0.04781359130270009] User Vector: [1.7807103986230048, 0.5524353010247004] Predicted: 4.016075582987237 Movie Vector: [1.612422949168105, 0.34038507962418596] User Vector: [1.827599082922523, -0.11795692353959521] Predicted: 2.9067119263716097 Movie Vector: [1.4080902351415128, -0.8999659925936089] User Vector: [1.620868217413683, -0.2770366089846745] Predicted: 2.531652236181098 Movie Vector: [1.9167139097086645, -0.4122829780536159] User Vector: [1.6179309612733161, -0.4848046312290555] Predicted: 3.3009874755581756 Movie Vector: [2.0861406057194465, -0.018052985382474587] User Vector: [1.3895060981008582, -1.1049677863610459] Predicted: 2.9186530604382703 Movie Vector: [2.1126606312999345, 0.12856123644635103] User Vector: [1.9960418823514292, 0.2549769618956134] Predicted: 4.249739256756314 Movie Vector: [2.191112515644721, -0.2924331180551501] User Vector: [1.817853420020341, 0.3117091015902812] Predicted: 3.8919673157099135 Movie Vector: [1.6795259520121768, -0.7199256033554334] User Vector: [2.0136156092556465, -0.8276023906189682] Predicted: 3.9777318235264287 Movie Vector: [1.5509516717194778, -0.7196550172200962] User Vector: [1.777134003944833, -0.318000437105469] Predicted: 2.985099564328902 Movie Vector: [2.0536700665157555, -0.35504859241392184] User Vector: [1.9399890807266185, -0.5198823379762907] Predicted: 4.168680996775015 Movie Vector: [1.5718857301674112, -0.8001520164341187] User Vector: [2.1192429633688072, 0.12503872271211006] Predicted: 3.2311577867666843 Movie Vector: [2.130653159901616, 0.3452838171524546] User Vector: [1.7299337314549748, -0.43136427424432294] Predicted: 3.5369456681506577 Movie Vector: [1.8731070915700272, 0.9553819307747967] User Vector: [1.8540961842666015, -0.7881534826160689] Predicted: 2.7199331152340793 Movie Vector: [1.9465048412169699, 0.102902834116641] User Vector: [2.236802513974189, -0.01642157402246652] Predicted: 4.352257095789479 Movie Vector: [1.6645461028879427, -0.5271109586812294] User Vector: [1.7603829736228322, -0.3656659052369338] Predicted: 3.122985124200653 Movie Vector: [2.0062461226542254, -0.33209379662811406] User Vector: [1.8310885865615583, -0.2994377895532052] Predicted: 3.7730558094121864 Movie Vector: [2.07341159008707, -0.5075293080107203] User Vector: [1.6895590773929516, -0.34602897765542373] Predicted: 3.678771220784477 Movie Vector: [1.9888992911997132, -0.4156038343865887] User Vector: [2.0192457126215393, -0.737101667470152] Predicted: 4.322418645924383 Movie Vector: [2.276906981511095, -0.34420961856305493] User Vector: [2.1936861911542964, -0.3769288134180452] Predicted: 5.124561926975749 Movie Vector: [1.8480881602905588, -0.19392131233673562] User Vector: [1.8396244408231641, -0.4585589862277481] Predicted: 3.4887125088595172 Movie Vector: [1.900413291077839, -0.5973028768123144] User Vector: [1.9978766459226063, -0.5587028783849055] Predicted: 4.130506168387959
avg loss: 0.9551260754741855: 58%|██████████████████████████ | 40504/70000 [00:55<00:41, 711.74it/s]
Movie Vector: [1.8067293597781078, -0.38138847903564216] User Vector: [1.7041524630654206, -0.16066498966271342] Predicted: 3.1402180646002122 Movie Vector: [1.8417974751318766, -0.339303795965152] User Vector: [1.912734409540577, 0.667950103565839] Predicted: 3.29623140043449 Movie Vector: [2.3574524225459994, -0.14807289336001017] User Vector: [1.332252205444152, -0.6936966641976658] Predicted: 3.243438861348502 Movie Vector: [1.5227076355341358, -0.31044930007918004] User Vector: [2.3044745352767158, -0.48339331864427254] Predicted: 3.659110088195901 Movie Vector: [1.6281130576414424, -0.3704011135741382] User Vector: [1.9276844388381429, -1.0653770755039211] Predicted: 3.5331050610276082 Movie Vector: [2.2056789223727393, -0.37352984421060076] User Vector: [2.415248816569997, -0.18535955864754067] Predicted: 5.396500734058707 Movie Vector: [1.95554788944914, 0.12217054647877836] User Vector: [1.8669450216771013, 0.2037398454190868] Predicted: 3.675791405112586 Movie Vector: [1.8481530900216034, -0.1869973208044322] User Vector: [1.906659373368345, 0.12623914843677655] Predicted: 3.5001920299710507 Movie Vector: [1.4333371854654349, -0.6542295576383005] User Vector: [2.5571172133620164, -0.5132481566125902] Predicted: 4.000993303964856 Movie Vector: [1.6096474594380048, -0.037409310304057794] User Vector: [2.0141962686528383, -1.066177419235431] Predicted: 3.282030868561908 Movie Vector: [1.578523510557858, -0.8666338031153091] User Vector: [1.8484958419647852, -0.35877588714671993] Predicted: 3.228821457253887 Movie Vector: [0.9748936548064132, -0.9916409964765683] User Vector: [1.7404448158771189, -0.49443808666891115] Predicted: 2.187053684499646 Movie Vector: [1.6940278913291082, 0.32517591350201586] User Vector: [2.326733835310029, 0.4741516743973581] Predicted: 4.095734716575008 Movie Vector: [1.7428223601516444, -0.5521276595410517] User Vector: [1.7538054180346525, -0.37933927482283963] Predicted: 3.266015003885829 Movie Vector: [1.9380135934994902, -0.30570395800135075] User Vector: [1.9906622374102163, 0.25280879744059875] Predicted: 3.7806458261719555 Movie Vector: [1.6808498172393331, -0.7204697161552229] User Vector: [1.451435059143158, -0.9577817189322052] Predicted: 3.129697077073285 Movie Vector: [1.7546665353922526, -0.4698834142546474] User Vector: [1.8933833556348505, -0.36235517722383026] Predicted: 3.4925211006479415 Movie Vector: [2.027352973643822, -0.11295719031126338] User Vector: [1.481182995305784, 0.26888973095684543] Predicted: 2.9725077215314077 Movie Vector: [1.8461242564670974, -0.3955471381960362] User Vector: [2.10445254943808, -0.40984362753331616] Predicted: 4.047193372080349 Movie Vector: [2.254352880719955, -0.13813025720023409] User Vector: [1.8917675494616508, -1.2977076261023743] Predicted: 4.443964312945629 Movie Vector: [2.425293278213368, -0.2721918403593844] User Vector: [1.628788365665535, -0.1368510787467451] Predicted: 3.9875392218600028 Movie Vector: [2.0185151738062643, -0.33410015371200613] User Vector: [1.786213125348054, -0.7004684259604601] Predicted: 3.839524905950755 Movie Vector: [1.56739576455033, -0.07212660693368869] User Vector: [1.5814121871312692, -0.12076899733801612] Predicted: 2.4874094221186 Movie Vector: [1.5174848601163804, -0.6426582509464993] User Vector: [1.7934482894942987, -0.2847029308738226] Predicted: 2.9044973143039305 Movie Vector: [1.7336543336147647, -0.3726028945556873] User Vector: [1.9369666569529287, -0.6878195589592919] Predicted: 3.6143141974939965 Movie Vector: [1.864642988873592, 0.42414018276285853] User Vector: [1.707166448234458, -0.7096910009526364] Predicted: 2.882247477691407 Movie Vector: [1.4830697770262002, -0.8914780665678467] User Vector: [1.6875478887601958, -0.5700889193067992] Predicted: 3.0109730386599973 Movie Vector: [1.9095511643810772, -0.6116450117825452] User Vector: [1.9903997500495576, -0.42719976140264887] Predicted: 4.0620647633875615 Movie Vector: [2.2688394184065728, -0.3428234143737663] User Vector: [1.7350608033408481, -0.48896158414970053] Predicted: 4.1042018237276965 Movie Vector: [2.212370194595959, -0.044352799058150316] User Vector: [1.7960690027620116, -0.14037343418647272] Predicted: 3.9797954838679366 Movie Vector: [1.0206119812096672, 0.1138631673696451] User Vector: [1.8553723943362133, -0.7119155147410628] Predicted: 1.812554339857198 Movie Vector: [0.36049020507207075, -0.02615436435655492] User Vector: [0.8614613968015141, -0.20928600381522644] Predicted: 0.31602213799316115 Movie Vector: [1.9034660448973686, -0.5150100765295441] User Vector: [2.0086189838492703, -0.4402677533465698] Predicted: 4.050080362237849 Movie Vector: [1.715060836617618, -0.48983100651555256] User Vector: [1.7798623370092463, 0.3561191133659056] Predicted: 2.8781340050358195 Movie Vector: [2.0983990423747927, -0.17967017285650833] User Vector: [1.8378315910886969, -0.3529210486015189] Predicted: 3.919913436593598 Movie Vector: [2.061221813358082, 0.565581469589659] User Vector: [1.8453316841863077, -0.502349067515747] Predicted: 3.5195185964730733 Movie Vector: [1.6741809525492486, -0.4437269703445875] User Vector: [2.119614441757308, 1.0997891281601415] Predicted: 3.060612027281979 Movie Vector: [1.3783762971263112, -0.20515535145252464] User Vector: [1.9059101927754243, -0.41245200955692307] Predicted: 2.711678171151034 Movie Vector: [1.780784923522831, 0.07877476821370824] User Vector: [1.803483774463081, -0.3793146136814855] Predicted: 3.181736294609073 Movie Vector: [1.8403122595499661, -0.49309207419366546] User Vector: [1.4101978421745378, -0.30333791478197625] Predicted: 2.744777898926136 Movie Vector: [1.9420666590850217, 0.18526783639511132] User Vector: [2.2426621295481772, -0.40414428554253845] Predicted: 4.2805244120142145 Movie Vector: [2.01497522181165, -0.3273561511256141] User Vector: [1.864678244147294, -0.33945695987709157] Predicted: 3.8684037824662187 Movie Vector: [1.5414725125025583, -0.5045999783080352] User Vector: [1.726539092810946, -0.9337504474097247] Predicted: 3.1325830088372424 Movie Vector: [1.57741861983473, -1.2420814797846915] User Vector: [1.8194660290802118, -0.15802719261083514] Predicted: 3.066342241672171 Movie Vector: [1.9898613370164064, 0.30995263010219426] User Vector: [1.972572977757051, -0.09703066895745412] Predicted: 3.8950717918381415 Movie Vector: [1.331153806284505, -0.6909236676621535] User Vector: [1.4842045330009144, -0.050221420321154335] Predicted: 2.010403681332378 Movie Vector: [1.7718945529044652, -1.1544290580412004] User Vector: [2.0014452475789772, -0.8342597130286473] Predicted: 4.509443586795102 Movie Vector: [2.170887772824157, -0.09421232990740169] User Vector: [1.98018969790587, -0.723839239687285] Predicted: 4.366964184305556 Movie Vector: [2.0785600749053517, -0.5517960314777476] User Vector: [2.0644025703558775, 0.20629788340163094] Predicted: 4.1771504079104345 Movie Vector: [1.9309634006900531, 0.15747098102076842] User Vector: [2.043027746506867, -0.10298073632112548] Predicted: 3.928795327524307 Movie Vector: [2.1883883978178553, -0.26459506861754467] User Vector: [1.6504661987201321, -0.999604631414805] Predicted: 3.8763515363092917 Movie Vector: [1.9699383375032808, -0.11223094292268598] User Vector: [1.62936279075432, -0.4855715290130619] Predicted: 3.2642403777658173 Movie Vector: [1.7612684804075223, -0.7349126022709658] User Vector: [1.9104867590013794, -0.7562265884204458] Predicted: 3.920640560867616 Movie Vector: [1.7764389291527647, -0.38720394506591416] User Vector: [2.0921655899364233, -0.006074776624986681] Predicted: 3.718956577671511 Movie Vector: [1.9455734040815587, -0.04591339530093392] User Vector: [1.8016236187415622, -0.3071473033247685] Predicted: 3.519293172341923 Movie Vector: [1.437120935622663, 0.04945223158142524] User Vector: [1.7599612336660868, -0.5656358075182405] Predicted: 2.5013051818416843 Movie Vector: [2.0895510270940107, -0.06830943913475343] User Vector: [1.5899287280630432, -0.04970225612737021] Predicted: 3.3256323399701984 Movie Vector: [2.0107020528219586, -0.5544503228636697] User Vector: [1.9482846994916883, -0.2371876974931182] Predicted: 4.0489288402039 Movie Vector: [1.0442674061002877, -1.3943824413892456] User Vector: [1.9583395717087844, -0.42025551552545715] Predicted: 2.6310270965575633 Movie Vector: [1.8934481258897187, -0.3640380604517011] User Vector: [1.7537680630102115, -0.5897489078825762] Predicted: 3.535359900731009 Movie Vector: [2.0081175023266975, -0.24075050251740016] User Vector: [2.017103434268095, -0.34901664603118754] Predicted: 4.134606643275997 Movie Vector: [1.7186897395968013, -0.2778196848907226] User Vector: [1.7160122488132, -0.752538188217839] Predicted: 3.1583625673765954 Movie Vector: [1.4176131435862964, 0.29533182198568836] User Vector: [2.0487826060073733, -0.17536246831548977] Predicted: 2.8525910333515156 Movie Vector: [2.2341990768161315, 0.26888717617635494] User Vector: [1.7965255758598777, -0.01245434878800554] Predicted: 4.010446968385986 Movie Vector: [1.578847873186544, -0.3031955417940702] User Vector: [2.0351073033861384, -0.7240366509557519] Predicted: 3.4326495223229005 Movie Vector: [1.6520076290585437, -0.7251031757768988] User Vector: [1.7220523575286584, 0.21932110715466435] Predicted: 2.685813200962842 Movie Vector: [1.5603354010249313, 0.3034354306934456] User Vector: [1.851126588367483, 0.5323436580588253] Predicted: 3.0499102747682936 Movie Vector: [1.5994574448594634, -0.7616207014483137] User Vector: [1.6158661359625852, -0.742546183661971] Predicted: 3.1500476663200496 Movie Vector: [2.2276341816405703, 0.055871668541933005] User Vector: [2.032107959492226, -0.5087125906461175] Predicted: 4.498370530101066 Movie Vector: [1.9585936724153676, -0.5122763701692586] User Vector: [1.8472586976582037, -0.19428658632136633] Predicted: 3.7175576237608965 Movie Vector: [2.3049634704503834, -0.1349295200627933] User Vector: [1.7018597708469154, -0.04758026219765068] Predicted: 3.929144585573991 Movie Vector: [1.9700864871458377, -0.4601257109818047] User Vector: [1.8292364197388622, -0.30779893509815487] Predicted: 3.745380156174045 Movie Vector: [1.968611439787034, -0.3792410143470948] User Vector: [1.6884622514338534, -0.45860729856258253] Predicted: 3.49784880091511 Movie Vector: [1.8689947519454273, -0.3504386349079261] User Vector: [2.1029323925655614, -0.4944486620125212] Predicted: 4.103643519548794 Movie Vector: [1.3074925793174752, -1.1031105311454288] User Vector: [2.0777161736593337, -0.5359452022643116] Predicted: 3.3078052757221066 Movie Vector: [1.974041205909371, -0.022256966498868158] User Vector: [1.7511927821449873, -0.14668959769638745] Predicted: 3.4601915769069382 Movie Vector: [1.6989408654623164, -0.4013271189782983] User Vector: [2.3894280673152086, -0.18098683678457486] Predicted: 4.132131914424199 Movie Vector: [1.8408114684442887, 0.5128679465940162] User Vector: [1.8161052750007927, -0.21291285136873048] Predicted: 3.2339112412386704 Movie Vector: [2.128713130860585, -0.5467841847390058] User Vector: [1.923191522045485, -0.808023593484038] Predicted: 4.5357375679510294 Movie Vector: [2.1585397387732317, 0.5254588633801179] User Vector: [1.9912198766293874, -0.027429641723355196] Predicted: 4.283714083976787 Movie Vector: [2.0395521826094596, -0.500594755493282] User Vector: [2.029165297774966, 0.5531602792949682] Predicted: 3.8616793771900455 Movie Vector: [2.113045465367872, 0.013064392850938081] User Vector: [2.355500914736467, -0.3698360423946212] Predicted: 4.972448843205487 Movie Vector: [1.651702283796837, -0.43420109216558767] User Vector: [2.1335910724125324, -0.38777885557587244] Predicted: 3.6924312496020875 Movie Vector: [2.1467958249786236, -0.005405295281011696] User Vector: [2.3739612401767265, -0.006772841146966793] Predicted: 5.096446688278762 Movie Vector: [1.8067989532490212, -0.37934753073945005] User Vector: [1.9322897849282503, -0.06264345366385475] Predicted: 3.5150228002465136 Movie Vector: [1.6446818141030903, -0.4093929523472541] User Vector: [1.9903949295760999, -0.5285967493003065] Predicted: 3.4899701273540265 Movie Vector: [2.0969852265799203, -0.06438485668682237] User Vector: [1.9645336977398278, -0.2575592720835757] Predicted: 4.136181058100305 Movie Vector: [1.8424862892105034, -0.35933977409188944] User Vector: [2.006530506093159, -0.7542542459481386] Predicted: 3.968038496706111 Movie Vector: [1.4440510300872493, -0.27194368416742765] User Vector: [2.283011484015076, -0.4339055821182098] Predicted: 3.4147829677750288 Movie Vector: [2.3655320978606516, -0.2780041563530084] User Vector: [2.1878286161617826, -0.5778643393481764] Predicted: 5.336027504295727 Movie Vector: [1.3828543025860174, -1.3541554401966376] User Vector: [2.306171207742145, -0.364000824322558] Predicted: 3.6820124736186695 Movie Vector: [1.9504569688744307, -0.3017535296710538] User Vector: [2.1029129667491597, -0.3300494958011715] Predicted: 4.201234851256458 Movie Vector: [1.8749859173797014, -0.4087365587208738] User Vector: [1.6033649689214344, -0.09663847266975473] Predicted: 3.045786413906709 Movie Vector: [1.3369726693571438, -0.8249453377349301] User Vector: [1.641694620982818, -0.20252503736001556] Predicted: 2.3619729250294 Movie Vector: [1.892715213898654, -0.5951501223433048] User Vector: [1.9434723601040809, -0.3640358671700354] Predicted: 3.895095694644115 Movie Vector: [1.757330842285535, 0.36740898174640496] User Vector: [2.2308666486398674, -0.10655527615082297] Predicted: 3.881221401170726 Movie Vector: [2.286686473104661, 0.26852330919381073] User Vector: [1.9923617912660925, 0.11972678362944636] Predicted: 4.588056189758057 Movie Vector: [1.8100481702062776, -0.20431041898746294] User Vector: [1.8283276666382107, 0.35326031915969114] Predicted: 3.2371863837168453 Movie Vector: [2.112767569591251, -0.3940480363379864] User Vector: [1.926316329403082, -0.39495440949867494] Predicted: 4.22548967904287 Movie Vector: [1.2393879154942227, -0.23228285898419898] User Vector: [1.4745105474335674, -0.16579390221934526] Predicted: 1.8660016353675906 Movie Vector: [1.5468293790817618, -0.16170778244538686] User Vector: [1.5333287288720707, -0.33951987290561386] Predicted: 2.4267009313531185 Movie Vector: [1.6966881859227452, -1.6537518743390565] User Vector: [1.8137155781581356, -0.511024254045519] Predicted: 3.922417112045445 Movie Vector: [1.9609511767790673, -0.18982435739098946] User Vector: [2.2265772673438895, -0.4056787373108964] Predicted: 4.443217018204749 Movie Vector: [2.334657434864183, 0.017404346944147924] User Vector: [1.872315834593179, 0.0867643268477128] Predicted: 4.372726160093737 Movie Vector: [2.0388675061686174, 0.46130695241621184] User Vector: [1.8948976481793565, 0.029921311822801992] Predicted: 3.877248151557495 Movie Vector: [2.078729985873597, 0.9600910399377991] User Vector: [2.1808910749083195, 0.051826343047213744] Predicted: 4.583241680928397 Movie Vector: [1.9437931773494361, -0.37250006631473076] User Vector: [2.1981753843885787, -0.8319263666741992] Predicted: 4.5826909415471055 Movie Vector: [1.7198840467768954, -0.30882635135828385] User Vector: [2.0637963948111766, -0.6323968417061889] Predicted: 3.7447913044660384 Movie Vector: [0.9663541664488714, -1.3754390761872664] User Vector: [2.306503457871549, 0.35861307308606094] Predicted: 1.7356487924887318 Movie Vector: [1.7696563244960344, -0.4822926663911105] User Vector: [1.5230973017063647, -0.07040836962230987] Predicted: 2.7293162131089073 Movie Vector: [1.7217846929430256, -0.5398494503378823] User Vector: [2.25455575358129, 0.23102033363176808] Predicted: 3.757143385774909 Movie Vector: [1.8555696449204837, -0.36738542462704066] User Vector: [2.120381480708473, -0.4591095455402798] Predicted: 4.103185666592834 Movie Vector: [2.027033120124582, -0.22440047299097113] User Vector: [1.8434035652179561, -0.5470307332731545] Predicted: 3.859394035739626 Movie Vector: [2.185227490262369, -0.13308556044891848] User Vector: [1.9199878133758514, -0.10522164674123659] Predicted: 4.209613632585562 Movie Vector: [1.6833526050701186, 0.07350161145900812] User Vector: [1.705331153198285, 0.061296741369433555] Predicted: 2.8751790485114026 Movie Vector: [1.8009446485111014, -0.3485063487557955] User Vector: [1.8123350049598728, 0.016846624985786457] Predicted: 3.2580438727291683 Movie Vector: [1.128999557121596, -0.5615821314103916] User Vector: [1.816376305292563, -0.1555943008939294] Predicted: 2.1380670233727876 Movie Vector:
avg loss: 0.9548228868667803: 58%|██████████████████████████▏ | 40655/70000 [00:56<00:41, 709.28it/s]
[1.8227556855684763, -0.6150880060693271] User Vector: [2.368372155760203, -0.590131185807267] Predicted: 4.679946426851498 Movie Vector: [1.5434597187737402, -0.7138476086053595] User Vector: [1.6961563753089033, -0.4368380766833703] Predicted: 2.929784858418755 Movie Vector: [1.7842068432511704, -0.4440705631736638] User Vector: [1.7733955416810638, -0.3844772060410231] Predicted: 3.334839470672544 Movie Vector: [1.9379628093266312, -0.2997925873380074] User Vector: [1.6454418953403571, -0.8068935878205632] Predicted: 3.4307059144767096 Movie Vector: [2.0785737172801015, 0.05348354414527975] User Vector: [1.6447313002722075, 0.24918465606732926] Predicted: 3.4320225312868406 Movie Vector: [2.3741197887338243, -0.0013297357896485955] User Vector: [1.7412787876385407, 0.2555714189841554] Predicted: 4.133664584972468 Movie Vector: [1.6608973983188708, -0.2801390814565685] User Vector: [2.144823031169685, 0.11195908324311273] Predicted: 3.5309668775836793 Movie Vector: [1.4581575984169792, -1.067905374517657] User Vector: [1.8609134315623037, -0.25798044659805913] Predicted: 2.989003765671321 Movie Vector: [2.155074540480095, -0.5578598580070566] User Vector: [1.8420876087487508, -0.1610643745529943] Predicted: 4.05968745606642 Movie Vector: [1.6823484914948128, -0.1598979439020521] User Vector: [1.6443834694916326, -0.5414217622300748] Predicted: 2.8529982759026695 Movie Vector: [1.727134016375683, -0.464614248463168] User Vector: [1.9056861125684361, -0.40518750010927435] Predicted: 3.4796311954016255 Movie Vector: [2.347876978840272, -0.1430870105596426] User Vector: [1.9415916272899298, -0.7208749355474247] Predicted: 4.6617661235379035 Movie Vector: [1.6381427636632409, -0.4544087141026426] User Vector: [2.2009277717194324, 0.3414183456017798] Predicted: 3.4502904311916933 Movie Vector: [1.616191349991179, -0.6918372820085948] User Vector: [1.0247167656801723, -0.10638859632013974] Predicted: 1.7297419701980674 Movie Vector: [1.8499886425017948, -0.3854669006336226] User Vector: [2.0272209550743345, -0.3475052965023897] Predicted: 3.8842875323257045 Movie Vector: [1.3348417466047975, -0.6506272072903715] User Vector: [2.08613645033111, -0.45950934346174943] Predicted: 3.0836313038762615 Movie Vector: [1.995577794568962, 0.1542140316866391] User Vector: [1.9272521159424671, -0.09692000788617698] Predicted: 3.8310351019436055 Movie Vector: [1.6896193990346045, -0.4006210660336534] User Vector: [2.229885621771644, -0.4681861472536901] Predicted: 3.9552232375886724 Movie Vector: [1.9558403874089059, 0.007287182080913066] User Vector: [1.613994188702605, -0.48469595201309673] Predicted: 3.1531829516516248 Movie Vector: [1.9656195994680792, -0.3133549541940046] User Vector: [1.8227992121768088, -0.49652628678716676] Predicted: 3.7385188292020213 Movie Vector: [1.2090278913590908, -1.2656163689817452] User Vector: [1.5732850532734068, -0.2231324098311001] Predicted: 2.1845455407985055 Movie Vector: [2.019387278596867, -0.727953823762595] User Vector: [2.054828532160431, -0.28856974237874633] Predicted: 4.3595600449294425 Movie Vector: [1.9786947862339659, -0.4060211907725162] User Vector: [1.6730358868905393, -0.6397445096419655] Predicted: 3.5701772141676393 Movie Vector: [1.7596384139333305, -0.3472290063512916] User Vector: [1.6780154130508629, -0.8119325385713911] Predicted: 3.2346269085689285 Movie Vector: [0.9932192685933166, -1.5876909433684863] User Vector: [1.597823375793087, -0.447092721165582] Predicted: 2.2968340288870803 Movie Vector: [2.15228493192296, 1.2446386550422002] User Vector: [1.906464013634119, -0.10439801511658992] Predicted: 3.973315964674296 Movie Vector: [1.6400066645833824, -0.7802544655246493] User Vector: [2.2801919428928223, -1.0637544552340366] Predicted: 4.569529146791657 Movie Vector: [1.6623043153504096, -0.6659018944564546] User Vector: [1.5842171577360205, -0.9405705838119931] Predicted: 3.259778751387167 Movie Vector: [1.5794738921876494, -1.172337258351112] User Vector: [2.0358980021090547, 0.021136103883778512] Predicted: 3.1908690994089146 Movie Vector: [2.0264238309205598, 0.19883285358942013] User Vector: [0.868741173633166, -0.20981416777921366] Predicted: 1.718719867449113 Movie Vector: [1.9029435009611597, -0.0063668389903279166] User Vector: [1.5573481986126432, 0.06857613420827367] Predicted: 2.9631090200784156 Movie Vector: [2.3107778393954708, -0.09072156655851185] User Vector: [1.4114093179288372, -0.440359340267025] Predicted: 3.301403463383931 Movie Vector: [1.7778653237110567, -0.6863806490738941] User Vector: [1.8280687087661753, -0.47258668512304197] Predicted: 3.574434322355063 Movie Vector: [2.0388902217624327, -0.1255730148720692] User Vector: [2.4040642791757114, 0.11240177299575879] Predicted: 4.887508521787666 Movie Vector: [2.3085237111979477, -0.13502905657641073] User Vector: [1.6584552586650723, -1.000570577800935] Predicted: 3.9636893897478194 Movie Vector: [1.9522862914939834, 0.10770516612745337] User Vector: [1.692317253898871, -0.14606462945887447] Predicted: 3.2881558604642955 Movie Vector: [2.2585067385600825, -0.2132848931719606] User Vector: [1.7867915153279283, -0.34043430737691094] Predicted: 4.108090172651062 Movie Vector: [2.1933929492678654, -0.1799666562462068] User Vector: [1.96971554983059, -0.4354455559825379] Predicted: 4.398725879749141 Movie Vector: [1.9010009685325289, -0.29435199307393983] User Vector: [2.025361099221732, -0.3766214780051814] Predicted: 3.961072693933898 Movie Vector: [1.611764140601942, -0.8868643477922086] User Vector: [1.894327932372265, -0.195487077391789] Predicted: 3.2265803513311115 Movie Vector: [2.103855008565113, -0.1390541675738063] User Vector: [1.5634007907209573, -0.0680534304347802] Predicted: 3.298631697072594 Movie Vector: [1.9295988828165047, -0.7822806705173994] User Vector: [1.576857878025611, -1.4595109645280637] Predicted: 4.184450415757134 Movie Vector: [0.7008900907298695, -0.6960144582010643] User Vector: [0.8257407745909497, -0.21403337005890832] Predicted: 0.7277238465209025 Movie Vector: [2.0060253882269725, -0.07120679439738582] User Vector: [1.9417675860405994, -0.36629231013539537] Predicted: 3.9213175768507993 Movie Vector: [2.0551369158145247, 0.9550050078061773] User Vector: [1.957717929693663, -0.5235472864646731] Predicted: 3.5233881076683335 Movie Vector: [1.9201570040052243, -0.4114591233926342] User Vector: [1.9717047907730891, -0.06667011398799436] Predicted: 3.8134147904915894 Movie Vector: [2.0957414481516925, -0.42349996068585555] User Vector: [1.7430447041662378, -0.796880361224401] Predicted: 3.9904498341523538 Movie Vector: [1.615888516183379, -0.40174620674122696] User Vector: [2.2002779715581524, -0.545886327885754] Predicted: 3.7747116681920767 Movie Vector: [1.8004717028370287, -0.33432726106231647] User Vector: [2.0056545983534115, -0.3685600727355699] Predicted: 3.7343440296548946 Movie Vector: [1.4098243427895631, -0.28677057043214593] User Vector: [2.1040979057111513, -0.09800043587754562] Predicted: 2.9945120879833227 Movie Vector: [1.4000390315113838, -0.633159066288618] User Vector: [2.0769920078911572, -0.6414305548505042] Predicted: 3.3139974503829555 Movie Vector: [1.6925673335189122, -0.4012400135146761] User Vector: [1.7774369442210525, -0.004786210882892647] Predicted: 3.010352128497566 Movie Vector: [1.6801205937564203, -0.34962947308664144] User Vector: [1.8411144877597618, -0.34696021586162495] Predicted: 3.214601883802206 Movie Vector: [1.245221425311957, -0.23293877857595802] User Vector: [1.9795833667820746, -0.31347068097481623] Predicted: 2.5380390990538646 Movie Vector: [1.5469759644933803, -0.7147532031835917] User Vector: [1.9493345669316036, -0.36587919419830783] Predicted: 3.277087047830775 Movie Vector: [1.7038900760892155, -0.15457237281796352] User Vector: [2.0420320899102524, -0.4830297862207131] Predicted: 3.554061273251689 Movie Vector: [1.2722212887304802, -0.2372142567973121] User Vector: [2.196127513985436, -0.7858403785220638] Predicted: 2.980372717411447 Movie Vector: [2.1292547630529324, -0.23480516442432725] User Vector: [1.8337341799571676, -0.1313712396496934] Predicted: 3.935333882373336 Movie Vector: [1.8752329795303861, 0.16748572055288571] User Vector: [2.082371389409806, -0.19815951530482123] Predicted: 3.8717426158465416 Movie Vector: [1.4988058385764016, -0.7122590216612751] User Vector: [1.9832139267009121, -0.42604316432329986] Predicted: 3.275905699891746 Movie Vector: [1.8126766999944564, -0.4828023571446205] User Vector: [2.1357696255303393, -1.9928703477321714] Predicted: 4.833622338123443 Movie Vector: [1.4882482043482168, -0.36212335383262473] User Vector: [2.0799311349581653, -0.30625538526146173] Predicted: 3.206356004009621 Movie Vector: [1.131591351689341, -1.0182826083091616] User Vector: [1.999025896225853, -0.5239397030635414] Predicted: 2.79559910340448 Movie Vector: [1.0221055940296513, -0.47452667846509133] User Vector: [1.7860331817560466, 0.35435668545148974] Predicted: 1.6573628052562375 Movie Vector: [1.5088114758573747, -0.041376458112032125] User Vector: [1.509679782489077, -0.017106593824019106] Predicted: 2.2785299909521837 Movie Vector: [2.0794265055854284, -0.5107879720689558] User Vector: [1.8396623955810163, -0.17584957223782485] Predicted: 3.9152645930925027 Movie Vector: [1.5661364486872018, -0.6254588066751838] User Vector: [1.961318363988276, -0.2673242662214411] Predicted: 3.2388924938677732 Movie Vector: [1.8390260451760527, -0.32950234100372366] User Vector: [2.222124551639517, -0.8365158808741214] Predicted: 4.362178867125046 Movie Vector: [1.8762888623813285, -0.18513446265949363] User Vector: [1.8343448689575241, -0.7753320974595407] Predicted: 3.5853015386371703 Movie Vector: [1.5762028818681888, -0.7114754982829838] User Vector: [2.038974294381815, -0.08108489930407504] Predicted: 3.271527077995366 Movie Vector: [2.173345189307266, -0.13243437127737234] User Vector: [2.0999255905738976, -1.173005090288855] Predicted: 4.719209371814562 Movie Vector: [1.6989013897569896, 0.39238205648750746] User Vector: [1.605148607064888, -0.4847289093875433] Predicted: 2.5367902730046032 Movie Vector: [2.075894148905347, -0.35793275787581874] User Vector: [1.6492038804720124, -0.11102202260731496] Predicted: 3.4633111045606317 Movie Vector: [1.6920240751711835, -0.4012385506503958] User Vector: [2.2344264454747025, -0.7929814731176614] Predicted: 4.098878076908715 Movie Vector: [2.1774048461017053, -0.37135993514665244] User Vector: [2.114728478111544, -0.45799030392885565] Predicted: 4.774699285994175 Movie Vector: [2.0044645352384998, -0.28639840162919994] User Vector: [2.064012781231572, -0.6355607791885642] Predicted: 4.31926401155548 Movie Vector: [1.8061339447762315, -0.3980999964059] User Vector: [1.9361780258284573, -1.1635702531814196] Predicted: 3.960214169188143 Movie Vector: [2.2834325208906323, 0.17642885266741085] User Vector: [1.6454012555804645, -0.3618123361988751] Predicted: 3.693328601550229 Movie Vector: [2.0132214803698343, -0.22635667270046653] User Vector: [1.7136490368584036, -0.7082164418332] Predicted: 3.610264568143543 Movie Vector: [1.721401798588774, -1.079453507441279] User Vector: [1.8235512700346126, -0.563447634535147] Predicted: 3.7472799614148813 Movie Vector: [1.5278611946920488, 0.11044542152318444] User Vector: [1.920607168952377, -0.4106139162375961] Predicted: 2.8890707366275454 Movie Vector: [1.6324390276873746, -0.6885241124302361] User Vector: [1.7622114771214359, 0.3607232290448393] Predicted: 2.628336149180582 Movie Vector: [2.1518283357818544, -0.5575760235537386] User Vector: [1.837973993672672, -0.4989454186282549] Predicted: 4.233204522504092 Movie Vector: [1.9213595847669125, 0.6121597263126014] User Vector: [1.7657518772962366, 0.07919353418434893] Predicted: 3.4411233859753123 Movie Vector: [2.0314999871219395, 0.1332616344253647] User Vector: [1.811535464207673, -0.07883004444604008] Predicted: 3.669629251644121 Movie Vector: [1.645431516434237, -1.1747591503689794] User Vector: [1.9014746511950342, -0.14879422076022736] Predicted: 3.303543691137206 Movie Vector: [2.059655112629841, -0.249667984678642] User Vector: [1.9523700402335025, -0.8155184278269245] Predicted: 4.224817777456104 Movie Vector: [1.0866443019872276, -2.2649417133975405] User Vector: [1.6993560706368689, -0.43831793056640445] Predicted: 2.8393601558748944 Movie Vector: [2.359266724774989, -0.16564306690250702] User Vector: [1.6534805888883535, -0.3087563385386897] Predicted: 3.9521450802667832 Movie Vector: [1.6129374248251696, -0.31532369088967116] User Vector: [1.9256111145704853, -0.4102521930097328] Predicted: 3.235252468045454 Movie Vector: [1.2257579245007841, 1.0086723246822118] User Vector: [2.0634757800579284, 0.019899397749623772] Predicted: 2.549393761209332 Movie Vector: [2.0654096932463606, -0.5611105297989963] User Vector: [1.7500156225383925, -0.17034639575737837] Predicted: 3.710082386496132 Movie Vector: [2.0291614085141734, -0.2857316014512371] User Vector: [1.9434002887597266, 0.20851629799846927] Predicted: 3.883893171490752 Movie Vector: [1.9046397455208524, -0.006292146705918327] User Vector: [2.2526151270245323, -1.0506344270104622] Predicted: 4.2970310482414655 Movie Vector: [2.269813405053132, 0.48801823829113283] User Vector: [1.6175765521181207, -0.43503503335494276] Predicted: 3.4592919111245335 Movie Vector: [2.369332623926324, 0.01901121763428849] User Vector: [1.9258139253648763, 0.08330816541332799] Predicted: 4.564477550642002 Movie Vector: [2.218006195580626, -0.05085227193803417] User Vector: [1.7373767241581746, 0.21259489916725688] Predicted: 3.842701404615311 Movie Vector: [1.5183864345950993, -0.2928244927853674] User Vector: [1.7661958414316299, 0.3635664454495883] Predicted: 2.575306646485509 Movie Vector: [2.0173446542936446, 0.42174148477215107] User Vector: [1.5372400472542178, -0.07426275782523259] Predicted: 3.069823305945918 Movie Vector: [1.8373560080689963, -0.9785943997372204] User Vector: [1.5698395086230046, -0.04904552016121748] Predicted: 2.9323497242345247 Movie Vector: [1.7385194186647877, -0.7996819213151578] User Vector: [1.1905653749351404, -0.3837298579685486] Predicted: 2.3766828536009466 Movie Vector: [1.8987346281532878, -0.5962776314003021] User Vector: [1.8988622640897375, -0.39325113876413303] Predicted: 3.8399223924884867 Movie Vector: [1.3985285394820837, -0.4408250046505904] User Vector: [1.9666140664201184, -0.7796464508732297] Predicted: 3.0940535483674574 Movie Vector: [2.061924247233046, -0.3761338713471968] User Vector: [1.5581222421513476, -0.1000927076299013] Predicted: 3.250378288859441 Movie Vector: [1.989232398497232, -0.41379479983167256] User Vector: [1.7925434637512374, -0.01847091795580138] Predicted: 3.573428703606638 Movie Vector: [1.8808716504350471, -0.3452550643684476] User Vector: [1.6294826698995697, -0.9019790933969136] Predicted: 3.3762606086390563 Movie Vector: [1.836650302544488, -0.5322066007345218] User Vector: [1.9366789784895626, -0.3600319007789273] Predicted: 3.7486133858439468 Movie Vector: [1.5738547925791235, -1.2417719485226881] User Vector: [2.122945490178154, -0.9690841326261578] Predicted: 4.544589425754728 Movie Vector: [1.957397376099631, 0.07565937240511063] User Vector: [2.027545937215226, -0.37695977947297343] Predicted: 3.940192557089656 Movie Vector: [1.6265680792296127, -0.4891771689934589] User Vector: [2.215477139378259, 1.0743815613618013] Predicted: 3.0780614645698736 Movie Vector: [1.6896372213518067, 0.0737275068800249] User Vector: [2.0053821932540643, 0.6508821332128588] Predicted: 3.4363563137127255 Movie Vector: [1.6689288118013619, -1.3580627607995444] User Vector: [1.8291859308869818, -0.35891439288329313] Predicted: 3.540209373488756 Movie Vector: [1.4887729116053154, 0.6913750426869809] User Vector: [1.8864939514075973, -0.3165944488237101] Predicted: 2.5896755921929513 Movie Vector: [2.055845209165606, -0.06553744142963576] User Vector: [2.039623729463138, -0.20197002059657868] Predicted: 4.2063872711126695 Movie Vector: [1.849109891685278, -0.36598674500306716] User Vector: [2.2019696852479838, 1.2277207261916525] Predicted: 3.6223544138314803 Movie Vector: [1.5310287380456769, -0.7117599979835382] User Vector: [2.024007260016287, -0.21953925297131066] Predicted: 3.2550725393501914 Movie Vector: [2.0075803540413335, -0.8084281229351281] User Vector: [1.5728595792706836, -0.03745308171288327] Predicted: 3.187920115556824 Movie Vector: [1.3895411120716172, -0.6838907245201744] User Vector: [1.9496056401765474, -0.4243008456506713] Predicted: 2.999232602098577 Movie Vector: [1.2886107167921703, -1.0982399700175205] User Vector: [2.142618934524114, -0.3351822496893176] Predicted: 3.129112264878796 Movie Vector: [1.9708765474019045, -0.3827500990487248] User Vector: [2.0197763455420494, -0.37118232170041193] Predicted: 4.122799900821919 Movie Vector: [2.1061546289118938, 0.057662184132160316] User Vector: [1.7979163152853415, -0.46094574745893024] Predicted: 3.7601106312695243 Movie Vector: [1.7931160303786458, 0.07257394518619353] User Vector: [1.5828210749795613, -0.14991659273363886] Predicted: 2.8273018041834597
avg loss: 0.9551164919109032: 58%|██████████████████████████▏ | 40808/70000 [00:56<00:39, 734.20it/s]
Movie Vector: [1.2987981988832642, 0.7272018228518933] User Vector: [1.6595630677962352, 0.6534659889478882] Predicted: 2.630639181721554 Movie Vector: [1.6154501752065906, -0.8256706828538632] User Vector: [1.9183890877877479, -0.4906475392623475] Predicted: 3.504175276764439 Movie Vector: [1.6376833250679184, -0.8222725300043109] User Vector: [2.2808791156762247, -0.6599395949223775] Predicted: 4.278007894605456 Movie Vector: [2.0287209177373553, -0.557539247010306] User Vector: [1.6256618449672353, -0.46427334030803247] Predicted: 3.5568647986148316 Movie Vector: [2.0647321857393175, -0.4145727728091928] User Vector: [1.9542623220992341, 0.9902233669566125] Predicted: 3.6245086688762878 Movie Vector: [2.1180717254199015, -0.13157937285451335] User Vector: [1.9787575876924415, -0.18180018768439557] Predicted: 4.2150716526317975 Movie Vector: [2.2443878935275148, 0.6823821068193855] User Vector: [1.8557648826083974, 0.09427137926994866] Predicted: 4.229385338158794 Movie Vector: [1.3807840325907714, -0.6272126088182137] User Vector: [1.9339691861384853, -0.44162886751964747] Predicted: 2.9473889658690213 Movie Vector: [1.527512301896177, -0.15743046638949962] User Vector: [1.5428798923442506, -0.09731221554874694] Predicted: 2.3720879233833267 Movie Vector: [1.6250856761595647, -0.36257040222925696] User Vector: [1.6522034793792593, -0.05022876420112679] Predicted: 2.70318367168011 Movie Vector: [0.7694304961008642, -1.6960751172991784] User Vector: [1.6785420570079397, -0.46777779439346656] Predicted: 2.0849077251456336 Movie Vector: [1.4818319107149496, -0.24398507418666737] User Vector: [1.1199017355905405, -0.3512260882254355] Predicted: 1.7452000518550947 Movie Vector: [1.9108619993699147, -0.5086564213877649] User Vector: [1.7486524823833012, 0.5954313753478729] Predicted: 3.0385635861236757 Movie Vector: [2.085343234354164, -0.5061527927098072] User Vector: [2.2017111750618477, -0.5899258100484073] Predicted: 4.889916099164777 Movie Vector: [1.5535149629191702, -0.4796952428257715] User Vector: [1.9390355247704958, -0.4699563001082253] Predicted: 3.2377565028607065 Movie Vector: [1.5382129135100961, -0.588226916715306] User Vector: [1.8830605180188524, -0.17789760000456828] Predicted: 3.00119216247935 Movie Vector: [2.020839866017919, 0.06386419352908419] User Vector: [2.132485927301582, -0.7721982401425027] Predicted: 4.260096757761948 Movie Vector: [1.7557109225136536, -0.38043522000854035] User Vector: [1.9496286053356342, 0.12946700091404278] Predicted: 3.3737304302562547 Movie Vector: [2.2235042216936245, 0.2668161156451897] User Vector: [1.8863268234573105, 0.08299132602972635] Predicted: 4.216399078694749 Movie Vector: [1.7454425572881802, -0.6709216013499817] User Vector: [2.1569065470168622, -0.4701002415138951] Predicted: 4.080156886088246 Movie Vector: [1.4706981363491702, -0.7762652671936073] User Vector: [1.8458197103937826, -0.24522421168454944] Predicted: 2.9050026463183496 Movie Vector: [1.5592419651976468, -0.2815689205345793] User Vector: [1.0872989752979245, -0.3458580118389267] Predicted: 1.7927450580526456 Movie Vector: [1.9167670294783627, -0.3969140214361957] User Vector: [2.0626676499426746, -0.7652026631532906] Predicted: 4.257373010427595 Movie Vector: [1.791375875264844, -1.424548373478701] User Vector: [1.9089163241787188, -0.3118049204478913] Predicted: 3.8637678432997005 Movie Vector: [1.8881178321889642, 0.23182820493814507] User Vector: [1.6004420294752264, -0.31958562499567084] Predicted: 2.9477341734700895 Movie Vector: [1.5755365243421438, 1.1077637002812417] User Vector: [1.760010073665281, -0.31889975907375484] Predicted: 2.4196945771394183 Movie Vector: [1.5921874094514827, -0.015728752792271997] User Vector: [1.9022124098484652, -0.32484292253366515] Predicted: 3.0337880230879413 Movie Vector: [1.4331026567191416, -0.7731962263077373] User Vector: [2.0315637960557473, -0.09902989328794036] Predicted: 2.9880090132038095 Movie Vector: [2.2770729963638163, -0.05081580493912234] User Vector: [1.7861590543661539, -0.6661303195688731] Predicted: 4.101064498291146 Movie Vector: [1.854141880019291, -0.39905539691925157] User Vector: [2.258734395486356, -0.5604199088460805] Predicted: 4.411652627677333 Movie Vector: [2.3109184439382005, 0.26997947842051456] User Vector: [1.8509871812141918, -0.2749847124319421] Predicted: 4.203240187325065 Movie Vector: [2.3252206682959207, 0.060640692791477206] User Vector: [1.6921891737277301, -0.506020362572707] Predicted: 3.904027816065311 Movie Vector: [2.239429446649183, -0.37952263063961855] User Vector: [1.4738379078363637, 0.33664848684251997] Predicted: 3.172790291069257 Movie Vector: [2.101285697656864, -0.36780872899808476] User Vector: [2.059587239343488, -0.3846186965595072] Predicted: 4.469247323039508 Movie Vector: [2.042227418280886, -0.5178652369925388] User Vector: [2.0623302927157976, -0.02246053437725201] Predicted: 4.223378999293701 Movie Vector: [2.1470883450078966, -0.07095360260666747] User Vector: [1.7510918973582024, -0.176457423407513] Predicted: 3.772269293753013 Movie Vector: [1.575543966003047, -0.7165884588713366] User Vector: [1.5125799715929358, -0.11760155598925592] Predicted: 2.4674081651075226 Movie Vector: [1.9386734608876968, -0.3160500674192763] User Vector: [2.185312572889962, -0.37566293827594943] Predicted: 4.355335785775016 Movie Vector: [1.8755618658687487, -0.8975743688238377] User Vector: [1.8943422671158614, -0.47835699935629206] Predicted: 3.982317098875549 Movie Vector: [2.2635014921427197, -0.3413191207622558] User Vector: [1.8749912416080052, -0.3939178928616883] Predicted: 4.3784971819783225 Movie Vector: [1.6716866819790277, -1.0543220782539022] User Vector: [1.560869241285813, -0.12631002761432875] Predicted: 2.74245577378685 Movie Vector: [2.0511465492590766, 0.0537309703116525] User Vector: [1.9361839991880783, 0.4266489722753577] Predicted: 3.9943213919280898 Movie Vector: [1.3680740741288335, -0.30772334226697107] User Vector: [2.098715767751355, -0.22931516705501978] Predicted: 2.9417642604646983 Movie Vector: [1.6243678040294, -0.6926861814285483] User Vector: [1.9474489734887004, -0.21090842143729288] Predicted: 3.309466761601671 Movie Vector: [2.1858876449942315, -0.24002627047705014] User Vector: [1.9438945283152178, -0.4333269557086864] Predicted: 4.353144885692053 Movie Vector: [1.8438589383001498, 0.14902487419628602] User Vector: [2.0544574166044156, 0.00214433703874403] Predicted: 3.78844923052052 Movie Vector: [1.554670373934965, -0.7149655582959004] User Vector: [2.313142978199179, -0.819911025508184] Predicted: 4.182383002987379 Movie Vector: [1.3978653578355285, -1.3234894962410626] User Vector: [0.8313751019730773, -0.21962850312194704] Predicted: 1.452826471372189 Movie Vector: [2.2854094149703545, -0.1594343023766734] User Vector: [2.018014836429343, -0.2592013320305542] Predicted: 4.653315690272876 Movie Vector: [2.079715206191051, -0.3580999159715895] User Vector: [1.8543676062856527, -0.2996686629821677] Predicted: 3.9638678316936047 Movie Vector: [1.5739206274523516, -0.15631317716053633] User Vector: [1.702262254585022, -0.35787538828249316] Predicted: 2.7351663147949092 Movie Vector: [1.7521557029469066, -0.15982593880760024] User Vector: [2.081786309314967, -0.044021549489814925] Predicted: 3.6546495396579877 Movie Vector: [2.1871903985118966, -0.32528688309737747] User Vector: [2.1076732946646453, -0.37136829403851457] Predicted: 4.730684028139426 Movie Vector: [1.6225287896621456, 0.04737230847769287] User Vector: [2.0290726487708137, -0.6571590115958245] Predicted: 3.261097649530459 Movie Vector: [1.9176095231354857, -0.37029673172234356] User Vector: [2.07768534094851, 0.08584380402799703] Predicted: 3.952401515811681 Movie Vector: [2.1143155977947568, -0.48863381914872245] User Vector: [2.1407787581776336, 0.19247168535345052] Predicted: 4.432233745150413 Movie Vector: [1.9480369743914523, -0.39090095570847033] User Vector: [1.6561883453436892, -0.10815367654340466] Predicted: 3.268593508809908 Movie Vector: [2.151142815592379, 0.03384102130448275] User Vector: [1.350810957235818, -0.4219743335980822] Predicted: 2.8915072434680567 Movie Vector: [1.841192634389621, -0.5013604123782408] User Vector: [1.9501277162302226, -1.0704829954517177] Predicted: 4.127258583285706 Movie Vector: [2.340508112497591, -0.19924932795822514] User Vector: [2.0467473650340104, 0.021469040436020728] Predicted: 4.786151120216385 Movie Vector: [1.8338655247459936, -0.49733834438031727] User Vector: [2.0105952402512934, -0.7206067066509442] Predicted: 4.045546641750369 Movie Vector: [1.8168864011534704, -0.7447876739210074] User Vector: [1.629680626804246, -0.13695121764689736] Predicted: 3.062944147895781 Movie Vector: [1.4557342896722696, -1.1083406445042936] User Vector: [1.9627305149109857, -0.7784223309759638] Predicted: 3.7199712199524657 Movie Vector: [1.3320241526399128, -0.6713730676037133] User Vector: [1.9302324099997719, 0.11936520282465084] Predicted: 2.4909776079425177 Movie Vector: [1.5928476785850176, -0.9260594919258873] User Vector: [1.624952982963296, -0.15885643441800906] Predicted: 2.7354130956691853 Movie Vector: [1.3896373134481823, -0.9573515818707552] User Vector: [1.9211035321521246, -0.43082433951886917] Predicted: 3.082087514222505 Movie Vector: [2.0329400007278435, -0.2345059378217346] User Vector: [1.714424521974427, -0.06411080671236644] Predicted: 3.5003565538031154 Movie Vector: [2.053411935125275, -0.04329120098304321] User Vector: [1.5515822553609988, -1.4305746174431553] Predicted: 3.247968814771839 Movie Vector: [1.6291389039563895, -0.00930143754900554] User Vector: [2.1179430631690384, -1.1741029980979247] Predicted: 3.4613442862861534 Movie Vector: [1.9648886777875205, -0.5222550156701483] User Vector: [1.8558396845392802, -0.26841316664279496] Predicted: 3.7866985064911023 Movie Vector: [1.803589422724901, -2.1432676725749538] User Vector: [1.7188275917115927, -0.12132946618762323] Predicted: 3.360100786509452 Movie Vector: [2.0749636145927393, -0.5607616851229855] User Vector: [1.0968401305205755, -0.347580959807656] Predicted: 2.470813446593751 Movie Vector: [0.977961709618841, -1.2876970654197577] User Vector: [1.8033924240152832, -0.21645477507578134] Predicted: 2.0423769167648294 Movie Vector: [1.1070459591466024, -0.7147476965690291] User Vector: [1.9161215717011655, -0.31753471941433953] Predicted: 2.348191852467504 Movie Vector: [1.58223999639887, -0.5418870778957299] User Vector: [1.5299630511632842, -1.734462711014166] Predicted: 3.360651662753571 Movie Vector: [1.845534654345167, -0.8195568028986228] User Vector: [1.6417715027544468, 0.029208983499923694] Predicted: 3.006007781716557 Movie Vector: [1.8697862648337187, 0.43664219214392863] User Vector: [1.5390230107526939, -0.15168926012303854] Predicted: 2.8114101557036095 Movie Vector: [1.6122612124410276, 0.31836816223683256] User Vector: [1.7290881258516912, -1.0047020014346766] Predicted: 2.4678765884106064 Movie Vector: [2.190753998531934, -0.1421588214807827] User Vector: [1.9023574601761373, -0.6662440470438309] Predicted: 4.2623096810642656 Movie Vector: [2.1055492562848706, 0.4628804969719792] User Vector: [1.881276636121473, -0.10719812615546002] Predicted: 3.911500700142366 Movie Vector: [1.744353481624843, -0.6633000078666216] User Vector: [1.9864620415755958, -0.5386166047907692] Predicted: 3.8223563765327944 Movie Vector: [1.3879798189098909, 0.22308913097166333] User Vector: [1.333135627058283, 0.41033437288973196] Predicted: 1.9419064848824523 Movie Vector: [1.1193798987007169, 1.9595520419481882] User Vector: [1.6274063009786353, -0.19370878909879805] Predicted: 1.4421034471125125 Movie Vector: [1.1006527413908318, -0.2565484117356485] User Vector: [1.9309567443615547, -0.7880629443173743] Predicted: 2.327489130901002 Movie Vector: [2.072286430968976, -0.10480009879089575] User Vector: [2.5113133233309033, 0.3145490681239658] Predicted: 5.17119575043626 Movie Vector: [2.0757056894590367, 0.057406517910914605] User Vector: [2.3316607538846235, -0.5167015974513559] Predicted: 4.81017945321797 Movie Vector: [2.066599187382066, -0.3473625672389943] User Vector: [1.9905541076583328, -0.5564013931283285] Predicted: 4.3069505176591525 Movie Vector: [1.8371069877236839, -0.38365692097609194] User Vector: [1.7793645445722552, -0.665978691366837] Predicted: 3.5243903727069483 Movie Vector: [2.220477151945211, 0.03862988874866953] User Vector: [2.0278430886903624, -0.1848494892543297] Predicted: 4.495638530961813 Movie Vector: [0.7368865692821264, -0.6590244336299986] User Vector: [1.7624769395408897, -0.06674782660093176] Predicted: 1.3427340340388603 Movie Vector: [1.7417906804818764, -1.1418809016533606] User Vector: [1.7655281362107673, -0.17693448955016214] Predicted: 3.2772185682415675 Movie Vector: [1.9756643103592837, -0.05451086015330133] User Vector: [1.8867704946237502, -0.18797055111967442] Predicted: 3.7378715644921 Movie Vector: [2.2413963777241395, -0.038782961347037175] User Vector: [1.805764852530578, -0.18343373988072004] Predicted: 4.054548903127139 Movie Vector: [2.0527346108618056, -0.3727743166129549] User Vector: [1.582990724621177, 0.42710769226372125] Predicted: 3.0902450709993543 Movie Vector: [2.2277210928333933, -0.4699246028265844] User Vector: [1.827187169397085, -0.38086158685981875] Predicted: 4.249439627757432 Movie Vector: [2.2321872257286812, -0.1566695753992873] User Vector: [1.7280807035675962, -0.48790688560315626] Predicted: 3.9338398361336555 Movie Vector: [1.6898574235987156, -0.5364441475163683] User Vector: [2.0642035344793066, -0.3053541242230065] Predicted: 3.6520150994179814 Movie Vector: [1.9964594669218159, -0.16922727962985895] User Vector: [2.1369966611030415, 0.07439059223363279] Predicted: 4.253838297285727 Movie Vector: [1.3344695789760768, -0.004678506937357288] User Vector: [2.227514665228526, 0.33404333753811466] Predicted: 2.9709877333984975 Movie Vector: [1.8093031441014447, -0.4864219176113213] User Vector: [1.573509334313644, -0.05100010645429289] Predicted: 2.871762955426526 Movie Vector: [1.3545111261157092, -1.3432459485120825] User Vector: [1.6359933964932571, -0.6318465897468888] Predicted: 3.06469662956063 Movie Vector: [1.9835682528841032, -0.9889974911180294] User Vector: [2.00943476012036, -0.016451164682892132] Predicted: 4.00212115701388 Movie Vector: [1.6066139484052, -0.46163840261688904] User Vector: [1.858741383030269, -0.4670939500161519] Predicted: 3.201908337411872 Movie Vector: [1.9552493621062703, 0.021936948756093266] User Vector: [1.9718254273722722, -0.5532533988269247] Predicted: 3.8432737175953586 Movie Vector: [1.9533589228758281, 0.2527974702110026] User Vector: [2.131457460674291, -0.3267038396492734] Predicted: 4.080911545366823 Movie Vector: [2.04687473142489, -0.12519969996100963] User Vector: [1.8602484917807167, -1.0581057550646233] Predicted: 3.9401701550583192 Movie Vector: [1.8254048505644496, -0.8700864568057881] User Vector: [1.802392650373362, -0.4953051145536233] Predicted: 3.7210545587729964 Movie Vector: [2.0096790709781396, -0.296602633407504] User Vector: [2.05730315317219, -0.7745742261460421] Predicted: 4.36425984483198 Movie Vector: [1.617690905614614, -0.9845212169745683] User Vector: [1.9798017448390826, -0.05437525446400755] Predicted: 3.256240869244335 Movie Vector: [2.367266074132642, -0.1502858018104678] User Vector: [1.487718034409355, -0.4567959790266454] Predicted: 3.5904743807043817 Movie Vector: [2.051354727219871, -0.4640820626944706] User Vector: [1.8863578818828612, -0.9828251051259481] Predicted: 4.32570066028363 Movie Vector: [1.758521042992574, -0.29869853982619826] User Vector: [2.4635365071230093, -0.8768815180035067] Predicted: 4.594104016984465 Movie Vector: [1.4356580664710366, -0.6704598584410377] User Vector: [1.837899701362084, -0.31393750169701995] Predicted: 2.849078024572302 Movie Vector: [0.9652817585127293, -0.9889103798150375] User Vector: [2.078872303535828, -0.1712861240341914] Predicted: 2.1760841388561705 Movie Vector: [1.3141333399106592, 1.0095245845243312] User Vector: [0.8126863758028184, -0.20193414318533487] Predicted: 0.8641207793331949 Movie Vector: [2.0485596702361875, -0.342320145918864] User Vector: [1.9790033441528887, -0.11084683776846792] Predicted: 4.0920515437737 Movie Vector: [1.1776154631702669, -0.4686791885204674] User Vector: [1.0376127333590086, -0.11190892733035425] Predicted: 1.2743581848353218 Movie Vector: [1.8084082893863285, -0.3994667920716343] User Vector: [1.835175402395248, -0.17684667096175294] Predicted: 3.3893907825070966 Movie Vector: [1.796809865802517, 0.8432372406638494] User Vector: [1.8420903415007723, 0.01797331734277653] Predicted: 3.3250418698298136 Movie Vector: [1.834827556900791, 0.042089169065736204] User Vector: [2.292145556997264, -1.0507650192998026] Predicted: 4.161466005860622 Movie Vector: [1.748014394815486, -0.341604553037365] User Vector: [1.9650379637067372, -0.7223038290613062] Predicted: 3.681656923601952 Movie Vector: [1.4789522350493456, -0.3694458760068622] User Vector: [1.6844240154645163, -0.19343206577487043] Predicted: 2.562645341430054 Movie Vector: [1.9415034423346582, 0.09259284583251862] User Vector: [1.9534168679407746, -0.15145793221022288] Predicted: 3.778541652454347 Movie Vector: [2.1622787746888257, -0.819058672574121] User Vector: [1.2337073974439459, -1.2208239984050853] Predicted: 3.6675458032499355 Movie Vector: [1.4755761036044728, -0.36025747518399076] User Vector: [1.9661301418669137, -1.4278422214126703] Predicted: 3.4155654875625188 Movie Vector: [1.6704857349793552, -0.14667078702758118] User Vector: [2.2909420673733516, -0.5673517652629024] Predicted: 3.910199973143894 Movie Vector: [2.3520521090894833, -0.44463446986237154] User Vector: [1.7334933871090819, -0.35500591930131836] Predicted: 4.235114645969134 Movie Vector: [1.6679817451690309, -0.7230687075356445] User Vector: [1.830299882785136, -0.48952469759271133] Predicted: 3.406866783065763 Movie Vector: [1.5976493762986825, 0.36795132788793067] User Vector: [2.0746973345781488, -0.7297915681168825] Predicted: 3.0461111260272964 Movie Vector: [1.4333202658179625, -0.3130393881294164] User Vector: [2.0224113465531, -0.2796056812000473] Predicted: 2.986290760195124 Movie Vector: [1.4063926802815256, 0.04553826145699873] User Vector: [2.1499512446273283, 0.48032365846684405] Predicted: 3.0455487977492757 Movie Vector: [1.698136458500087, 0.5207225276315173] User Vector: [2.062861594434274, 0.024976184651046087] Predicted: 3.5160261443505454 Movie Vector: [1.393067480368942, -0.43866001690425527] User Vector: [2.2165584458576384, -0.017491785582762952] Predicted: 3.095488436220819 Movie Vector: [1.9818719597528633, -0.3676415981914763] User Vector: [1.9302557326969108, 0.13366480077391854] Predicted: 3.776378970805757 Movie Vector: [2.359889435929017, -0.30242381540351115] User Vector: [1.8761706792856587, -0.5831696942658064] Predicted: 4.603919770013558 Movie Vector: [1.8705780970216626, 0.42167288213923015] User Vector: [1.8128333948450628, -0.46053734848552197] Predicted: 3.1968503308779486 Movie Vector: [2.306407350960736, 0.04855120212118615] User Vector: [1.9476755138360469, 0.36785444578333953] Predicted: 4.509992897946091 Movie Vector: [1.5784731249347812, -0.6233544355618208] User Vector: [1.8382898452411198, -0.16008129031562057] Predicted: 3.0014784989223275 Movie Vector: [1.595450661703328, -0.4664181340127548] User Vector: [1.6216392508286215, -0.23025802723019806] Predicted: 2.69464193518078 Movie Vector: [2.186331879641367, -0.6933385186898477] User Vector: [2.0627019777213533, -0.08958014299218274] Predicted: 4.571860455737716 Movie Vector: [2.353430827636827, -0.19911377713323955] User Vector: [1.9201963019712467, 0.18733141694158992] Predicted: 4.481748906170403 Movie Vector: [1.3249555393042878, -0.6090622624569264] User Vector: [1.630683096227734, -0.12136758372990475] Predicted: 2.2345030163322694 Movie Vector: [1.5124318274135018, -0.1640939055323812] User Vector: [1.6230864981173938, -0.670677771919596] Predicted: 2.564861813345913 Movie Vector: [1.8138578116487443, -0.7445331645321106] User Vector: [1.9666027601161993, -0.5226744204860571] Predicted: 3.9562862191512207 Movie Vector: [1.6425743916844615, -0.25742800240468633] User Vector: [1.479413856932167, -0.16671286773012722] Predicted: 2.4729638766148407 Movie Vector: [1.7360819215792922, -0.43083752069218717] User Vector: [1.5494340196751568, -0.1492580272897294] Predicted: 2.754250348658887 Movie Vector: [1.905212684330808, 0.3563807383859999] User Vector: [1.8764580075792172, -0.38645675373038074] Predicted: 3.43732585440535 Movie Vector: [1.3837880949260593, -0.6278985973316815] User Vector: [2.014159205053731, -0.48050123228990843] Predicted: 3.0888755790100664 Movie Vector: [1.2429914688339327, -0.4626337504745639] User Vector: [2.057798467195067, -0.23896239951924822] Predicted: 2.6683780104150023 Movie Vector: [1.7350081038095735, -1.0836576340909658] User Vector: [1.910011026681191, -1.0011031305899394] Predicted: 4.398737659633662 Movie Vector: [2.0777395162745047, 0.09339590694974767] User Vector: [1.876579271027644, -0.25938186415277975] Predicted: 3.874817702386875 Movie Vector: [1.965957217157298, -0.6161204128295878] User Vector: [2.253218015471644, 0.041926520196748] Predicted: 4.403898434413194 Movie Vector: [1.9513923373134847, -0.028097861272964045] User Vector: [2.070819868977106, -0.3810951260697765] Predicted: 4.051689982262551 Movie Vector: [1.9482909373420985, 0.15659205090759554] User Vector: [2.171774596165052, -0.3948391408935296] Predicted: 4.169420092807056 Movie Vector: [1.8239004335186706, 0.047098379312639695] User Vector: [2.3191540284986516, -0.3767142080272942] Predicted: 4.212163409313131 Movie Vector: [1.6767654944476131, -0.616770310216226] User Vector: [2.2430492308534196, -0.5412742067526273] Predicted: 4.0949094130531325 Movie Vector: [1.4858472254886994, -0.4010243585340169] User Vector: [1.837285385179513, -0.2535875703525853] Predicted: 2.831620184732761 Movie Vector: [1.3072559976322218, -0.8376924872406972] User Vector: [1.6360231067638045, -0.23446304052596106] Predicted: 2.335108946166093 Movie Vector: [1.6864719940278525, -0.0916526370596376] User Vector: [2.295371027694101, -0.567740633651513] Predicted: 3.9231138803491024 Movie Vector:
avg loss: 0.9549950800530699: 58%|██████████████████████████▎ | 40883/70000 [00:56<00:40, 719.98it/s]
[1.9830768552838525, -0.6904664982730222] User Vector: [1.7948018451667813, -0.204061963602431] Predicted: 3.7001279484102843 Movie Vector: [2.2865834835730823, -0.1720278330886047] User Vector: [2.283398561398331, -1.0509656669166296] Predicted: 5.4019767832381484 Movie Vector: [1.3862852407126258, -1.8863590975042024] User Vector: [1.651685118339865, -0.5421157436755538] Predicted: 3.312331666841879 Movie Vector: [2.030133055337957, 0.18930591248944773] User Vector: [2.098773612066218, -0.8222833317442142] Predicted: 4.1051265890859705 Movie Vector: [2.281231662931398, -0.08193620004221525] User Vector: [1.8800739417717018, -0.35506759424181794] Predicted: 4.317977094052153 Movie Vector: [1.3745183095756055, -0.6923910037997121] User Vector: [1.7826542095239528, -0.14704431974225154] Predicted: 2.5521030147820842 Movie Vector: [2.089577788425125, -0.4515499471833794] User Vector: [1.779632929362527, 0.5524579944811383] Predicted: 3.469219062516882 Movie Vector: [1.6282000970418122, -0.40476423965491715] User Vector: [1.0067347699798246, -0.32322986590890207] Predicted: 1.7699975410848945 Movie Vector: [2.0742652423977166, -0.06783159508258096] User Vector: [1.8953214582308444, -0.4788256039184678] Predicted: 3.9638789284589664 Movie Vector: [1.8255826983659005, 0.3727805436314657] User Vector: [1.8867225243390646, 0.19016349095922935] Predicted: 3.5152572465892717 Movie Vector: [1.6535174042355028, -0.9319906027918641] User Vector: [1.8476932323844524, -0.4787267619707454] Predicted: 3.5013617608975576 Movie Vector: [2.0674481583824087, 0.6733937090777797] User Vector: [2.077359855187485, -0.7737517029800864] Predicted: 3.7737942777299036 Movie Vector: [1.9390878191613938, -0.6166203823620585] User Vector: [2.114899571880668, 0.19289242768288106] Predicted: 3.982034596070886 Movie Vector: [2.429178262233144, -0.1692956127577947] User Vector: [2.1377067826039653, -0.330995786308868] Predicted: 5.248906981793314 Movie Vector: [2.0013283811765485, -0.020306666208203934] User Vector: [1.950356246069811, 0.2075368111949566] Predicted: 3.899088927913614 Movie Vector: [1.4855943862057002, -0.8582049695472322] User Vector: [1.9408108384345084, -1.0203401883660743] Predicted: 3.758918706550008 Movie Vector: [1.6726248033476911, -0.4691064676635912] User Vector: [1.7769196255414692, -0.004663575316273341] Predicted: 2.974307552579253 Movie Vector: [2.148254160566166, -0.44987171147086924] User Vector: [1.601965474912788, -0.18591943661852975] Predicted: 3.5250688917120288 Movie Vector: [1.919458517742493, -0.5081603058539624] User Vector: [1.8557138364562957, 0.24643761259308106] Predicted: 3.436735917289416 Movie Vector: [1.9003726638373029, -0.22054009750202422] User Vector: [2.0950246488878945, -0.7801414309435237] Predicted: 4.153380040057551 Movie Vector: [1.7775895346509545, -0.8343635121795021] User Vector: [1.5857513962384981, -0.2688064325760966] Predicted: 3.0430973656923275 Movie Vector: [1.9108795411603143, -0.3618655448424734] User Vector: [2.099651813924349, -0.045651182656355774] Predicted: 4.028701284872827 Movie Vector: [2.0231865215416622, -0.3923633107749335] User Vector: [2.024599597295575, -0.06341660327877172] Predicted: 4.121024965187645 Movie Vector: [1.6544017366667465, -0.5041467674701579] User Vector: [1.7902826941852508, -0.23618683455660575] Predicted: 3.0809196275452226 Movie Vector: [1.8282692412087127, 0.5143383466859052] User Vector: [2.1180423293160278, 0.03706064670526307] Predicted: 3.891413354020044 Movie Vector: [1.5463385799112548, -0.3632247029451238] User Vector: [1.8665071297413864, -0.6987354517701049] Predicted: 3.140049961304951 Movie Vector: [2.1417213926712293, -0.3172753249619585] User Vector: [2.205293387791156, -0.47038945949696265] Predicted: 4.872366994369306 Movie Vector: [1.776101496953245, -0.7577185081913781] User Vector: [1.8571896508233174, -0.45053839130269363] Predicted: 3.6399385966941886 Movie Vector: [1.6876989454265878, -0.24774461216126745] User Vector: [1.807824472925828, -0.1074217575723963] Predicted: 3.0776766181407518 Movie Vector: [1.99523785381467, -0.09582874354612775] User Vector: [1.846610982260403, -0.40145907823491633] Predicted: 3.722899452128285 Movie Vector: [1.7667715955246954, -0.5295589929041322] User Vector: [1.7985327618035063, -0.09899385853612275] Predicted: 3.230019685205101 Movie Vector: [1.7613307982018385, -0.2965194494224259] User Vector: [1.8921585125415779, 0.19353789954531878] Predicted: 3.27532931180371 Movie Vector: [1.527420233045199, -0.20946562875399496] User Vector: [1.9102989179650598, -0.31763873883842975] Predicted: 2.9843636166116005 Movie Vector: [1.8222386065000546, -0.3281581185465838] User Vector: [1.9731393217973088, -0.21117990804402148] Predicted: 3.6648310494809575 Movie Vector: [1.696926846270783, -0.6864577468923432] User Vector: [1.7066816868529924, -0.04786253079792308] Predicted: 2.9289695775116558 Movie Vector: [1.8533081762996544, -0.49286435687081814] User Vector: [1.9267568510702968, -0.6159496170446349] Predicted: 3.874453837699487 Movie Vector: [1.1257935399772354, -0.4373950708998789] User Vector: [1.8129017422264804, -0.26064492001553036] Predicted: 2.154957873281933 Movie Vector: [2.132244938825369, -0.08247932833986932] User Vector: [1.8265221482586158, -0.2931564644091576] Predicted: 3.918771954559832 Movie Vector: [0.9792161422011842, -1.5837726780718753] User Vector: [1.9754236633502038, -0.5084670867370595] Predicted: 2.739663018511675 Movie Vector: [1.545192802191712, -0.35636583929602733] User Vector: [2.015317742202527, -0.08793753535889347] Predicted: 3.145392402974393 Movie Vector: [2.2664696397429296, -0.04858099123294131] User Vector: [1.6843923525413778, -0.060646502770687415] Predicted: 3.820570395669613 Movie Vector: [2.081868519225671, -0.17790388191589146] User Vector: [2.073636555903549, -0.7958221973332] Predicted: 4.458618524271553 Movie Vector: [1.7123505819433682, -0.38920679547356113] User Vector: [1.6955146470744702, -0.20550982166680895] Predicted: 2.9833013117407554 Movie Vector: [1.2588024093664, -0.7284305754804019] User Vector: [2.0621059889847806, 0.1541237028661409] Predicted: 2.4835155697289717 Movie Vector: [2.0861492136520257, 0.10334622334874205] User Vector: [1.7567616747510566, 0.16996254532286856] Predicted: 3.6824319735257904 Movie Vector: [1.3282617194983317, -0.9435875658854216] User Vector: [1.8760707338339468, -0.4585934186062533] Predicted: 2.924635986416524 Movie Vector: [1.3467309032317754, -0.5832759469818691] User Vector: [1.7115347724600365, 0.0615676151074986] Predicted: 2.2690658610224546 Movie Vector: [0.8231244760687226, -0.6622904013822454] User Vector: [2.0229914950431334, -0.27973238653776933] Predicted: 1.8504378890085738 Movie Vector: [1.1246095438022645, -1.1000176600376985] User Vector: [1.6870674134835728, -0.5698001040553035] Predicted: 2.5240822913935794 Movie Vector: [1.239908061209452, -0.3496886904067275] User Vector: [2.3025262959876946, 0.1258814474213656] Predicted: 2.8109015970466023 Movie Vector: [2.330015538345323, 0.05920686853674406] User Vector: [1.8763275537321358, -0.03589946012559296] Predicted: 4.369746860605149 Movie Vector: [2.1790097203768113, 0.1864727103956831] User Vector: [1.879454916393686, -0.4219189673580703] Predicted: 4.016674158421222 Movie Vector: [1.336377607149813, -0.004392374545404555] User Vector: [2.089055022735313, -0.16973487306779325] Predicted: 2.792511891623246 Movie Vector: [1.8344668490287015, -0.3802445041441483] User Vector: [1.6333425463986415, -0.19825471373335904] Predicted: 3.071698019794213 Movie Vector: [1.772525473060308, 0.5133629648114384] User Vector: [1.6127951658772959, -0.2192865930742342] Predicted: 2.7461468987820434 Movie Vector: [1.7029817530204863, -0.5105557889741722] User Vector: [2.0559835095531507, 0.5671759447680579] Predicted: 3.211727439311809 Movie Vector: [2.187174918441064, -0.16476822574150146] User Vector: [1.7643862293343275, -0.7144737866082554] Predicted: 3.976743885401098 Movie Vector: [1.9517442466573023, -0.08629943602598984] User Vector: [1.7732958445725802, 0.10931533586884971] Predicted: 3.4515861104313617 Movie Vector: [2.000895770764289, -0.025960155825616744] User Vector: [1.6350828231707906, 0.0838948125095553] Predicted: 3.26945238332606 Movie Vector: [1.809558218940646, -0.37334599675381264] User Vector: [1.8716119210241167, -0.8016116948173173] Predicted: 3.686069251567566 Movie Vector: [2.1636609467314916, -0.2396540260931476] User Vector: [1.6592154297394635, -1.018499543470748] Predicted: 3.834067143708384 Movie Vector: [1.781828618790967, -0.4828553562434981] User Vector: [2.1129907033166346, 0.2116256062875939] Predicted: 3.6628027488945905 Movie Vector: [2.0358971209883885, -0.31904805338957604] User Vector: [2.0491804079120293, -0.39895962587925643] Predicted: 4.299207784871721 Movie Vector: [1.7522837217081815, -0.4282121669841712] User Vector: [1.9433406441064203, 0.13123752098971603] Predicted: 3.349086673148936 Movie Vector: [1.3480428266497868, -0.2838930353638206] User Vector: [1.7352252428500694, -0.18953399497762632] Predicted: 2.3929653223844998 Movie Vector: [1.4901475589151034, -1.0518313725951953] User Vector: [2.1542557196571748, -0.15128850257867546] Predicted: 3.369288895251238 Movie Vector: [2.1091843600987157, -0.5701472792945982] User Vector: [1.8518184299552074, -0.547962291622373] Predicted: 4.218245679928612 Movie Vector: [2.115833661327561, 0.15261363963731922] User Vector: [1.7476775050890445, 0.21235873295901345] Predicted: 3.730203733558015 Movie Vector: [1.9089013920055637, -0.5934634054614419] User Vector: [2.206587067132507, 0.03301809228991574] Predicted: 4.192562094538503 Movie Vector: [1.6739726975708138, -0.46911000524972485] User Vector: [2.0528675485301866, -0.22355379419096402] Predicted: 3.5413155495351787 Movie Vector: [1.9321298959873388, -0.08852648191817172] User Vector: [1.7732950096080462, -0.17682505151121894] Predicted: 3.441890002194149 Movie Vector: [1.0985050982335272, -1.0912009905421631] User Vector: [1.9339317930533082, 0.123479707435662] Predicted: 1.9896927552393147 Movie Vector: [1.4942639967363163, -0.5449251195250776] User Vector: [1.9747940625758207, -0.8168958680140311] Predicted: 3.396010747192781 Movie Vector: [1.6899779478810464, -0.5190918517500134] User Vector: [2.385596142926438, -0.5959434117717901] Predicted: 4.3409542432506 Movie Vector: [1.9968807713466283, -0.402801722783987] User Vector: [1.784003908220303, -0.14118151408313698] Predicted: 3.6193112574302972 Movie Vector: [1.998967263340646, -0.6922731756392424] User Vector: [1.7286638576525057, -0.3773406662682855] Predicted: 3.716765282102887 Movie Vector: [1.5566608028155047, -0.10409360619663363] User Vector: [1.9380003556318792, 0.1013422391767424] Predicted: 3.0062601103187054 Movie Vector: [1.9585550008743757, -0.7567037405854364] User Vector: [1.9437374537141014, -0.5624224781633841] Predicted: 4.232503903374143 Movie Vector: [1.4825230562641518, -0.8912933728767967] User Vector: [1.9878322749512827, -0.6428313485790869] Predicted: 3.5199585004672915 Movie Vector: [1.6411033755760898, -0.22836851860076718] User Vector: [2.043429960742619, -0.4386933897168132] Predicted: 3.4536635658576063 Movie Vector: [1.9946160853941517, -0.3667591032007734] User Vector: [1.9709942520898938, -0.8476924547913961] Predicted: 4.242275763947272 Movie Vector: [2.156816702829528, -0.4030794706572102] User Vector: [2.275348279662664, 0.1221885764239765] Predicted: 4.858257467625531 Movie Vector: [2.2340619800775974, -0.2014257900743206] User Vector: [1.812378790205719, 0.5453817363891331] Predicted: 3.939112601553343 Movie Vector: [2.001134543728732, -0.5503463753886355] User Vector: [1.9377685395072828, 0.08916423036904074] Predicted: 3.8286643511608784 Movie Vector: [1.4877318023983603, -1.167954838506541] User Vector: [1.9696724837525348, -0.46031522981790485] Predicted: 3.467971794291686 Movie Vector: [1.93082807960011, -0.6137712346336202] User Vector: [1.9342660860031422, 0.12314763724447524] Predicted: 3.6591507949193134 Movie Vector: [2.02222007954794, -0.3286750475033791] User Vector: [1.972726756505855, 0.9972663547127365] Predicted: 3.66151109195889 Movie Vector: [1.7109498789427542, -0.8970999198786691] User Vector: [1.9536967858472716, 0.1169710103561836] Predicted: 3.2377425952175782
avg loss: 0.9542922692032071: 59%|██████████████████████████▍ | 41040/70000 [00:56<00:43, 665.38it/s]
Movie Vector: [1.7369280607562063, -0.2506698287249547] User Vector: [2.2321193180846466, -0.46871577291886773] Predicted: 3.994523581055488 Movie Vector: [1.9026866649166094, 0.13668231163167002] User Vector: [1.644450008689653, -0.33638466240863624] Predicted: 3.0828952694003537 Movie Vector: [1.968503473256332, -0.3404801521368343] User Vector: [1.8582319233256022, -0.09020612690338918] Predicted: 3.688649390993983 Movie Vector: [2.0346663973680212, -0.2602323607569437] User Vector: [1.3226216388415433, -0.43687351951845793] Predicted: 2.804782432319194 Movie Vector: [2.10582937095376, -0.10334438021929536] User Vector: [2.1501307847023496, -0.4622176529862569] Predicted: 4.575576154692345 Movie Vector: [1.6628216974913808, -0.02797383227078483] User Vector: [1.8627078678631186, -0.1417093860992729] Predicted: 3.1013152133686384 Movie Vector: [1.895635729459651, 0.0007244413438596276] User Vector: [2.0606763054451274, -0.22075888293249177] Predicted: 3.906131704590872 Movie Vector: [2.0103454493783484, -0.09911318268767125] User Vector: [1.862239391665402, -0.18472556895955472] Predicted: 3.7620532257510173 Movie Vector: [1.5412040214634304, -0.7213671948923881] User Vector: [1.920434160766472, -0.9200800206261865] Predicted: 3.6234963950846772 Movie Vector: [2.2964948523440967, -0.19713829526600063] User Vector: [1.8427932886559049, -0.35334588155347885] Predicted: 4.301623306061249 Movie Vector: [1.497948017541268, -0.0668230340626062] User Vector: [1.740405074426538, 0.3685402571846922] Predicted: 2.5824093527967014 Movie Vector: [1.9251671583337975, 0.17247663237620361] User Vector: [1.633778370268165, -0.06720312922422406] Predicted: 3.1337054930226493 Movie Vector: [2.2260748552018677, -0.049864946705261766] User Vector: [1.9787188203409867, -0.24192269903928026] Predicted: 4.416839673970159 Movie Vector: [2.1335598568782608, -0.37383578374728993] User Vector: [2.0615248212729123, 0.020211023764849595] Predicted: 4.39083099871655 Movie Vector: [2.005046603139749, 0.18035802752190844] User Vector: [1.9587752161896186, -0.48090063729816823] Predicted: 3.840701303158196 Movie Vector: [2.2594837360269078, -0.15955480068216568] User Vector: [1.8075073083815167, -0.3683277506522466] Predicted: 4.14280182687884 Movie Vector: [2.2635813130964784, -0.07860278473648241] User Vector: [1.803594472113336, -1.2436946690359858] Predicted: 4.180340607828001 Movie Vector: [1.7259636875714406, -0.21395179033090495] User Vector: [1.8842584814761234, -0.25903667804120223] Predicted: 3.3075830780545785 Movie Vector: [1.9470087320846226, -0.0035064334823749176] User Vector: [1.9730632315112686, 0.029854073570483357] Predicted: 3.8414666593843902 Movie Vector: [1.931410499350602, -0.1960993254370526] User Vector: [1.7433871384159842, -0.12726142155710823] Predicted: 3.3921521024909427 Movie Vector: [1.3135148766486047, -0.19749420682493585] User Vector: [1.8725070526133094, -0.340728840831057] Predicted: 2.526857842399323 Movie Vector: [1.4576589220992673, -0.7732195426539028] User Vector: [1.6641200379410392, -0.9083371703714617] Predicted: 3.1280634721990888 Movie Vector: [2.198497259975482, -0.1471271820274214] User Vector: [2.03339105900305, -0.2808419079399918] Predicted: 4.511724150187265 Movie Vector: [1.5323349898548655, 0.32760408769861926] User Vector: [2.020173466918891, 0.12299268093034517] Predicted: 3.1358753939660198 Movie Vector: [1.3393720734346546, -0.8422951317579227] User Vector: [1.8269330089752747, -0.22244767309610422] Predicted: 2.6343096443771525 Movie Vector: [1.9684464775043202, -0.09495699769185903] User Vector: [1.844531265677726, -0.3016629553960857] Predicted: 3.6595060811291704 Movie Vector: [2.1677759751661783, -0.1428841102375597] User Vector: [1.7941887509495722, 0.03254247592324013] Predicted: 3.884749466504677 Movie Vector: [2.2539781351544597, -0.07198077441378589] User Vector: [1.52571060336156, -0.08197148662094146] Predicted: 3.444818711637099 Movie Vector: [1.6105090278849779, -0.7347579915586269] User Vector: [1.9229722845684114, 0.27303306200295185] Predicted: 2.8963510004036364 Movie Vector: [2.0887731481052283, 0.05451073783404543] User Vector: [2.02817776125754, -1.4598047415717263] Predicted: 4.156828213742213 Movie Vector: [2.144096134518227, -0.37435911485440704] User Vector: [1.639726148740221, -0.6329094688654878] Predicted: 3.7526659257298243 Movie Vector: [1.8742685751190047, 0.1435992992742632] User Vector: [1.7759550874107373, -0.5274551803578558] Predicted: 3.2528746168587017 Movie Vector: [1.4509708824867025, -0.3662326168870233] User Vector: [1.8123591596543396, -0.21017505872580047] Predicted: 2.706653331028049 Movie Vector: [2.035823377043782, -0.2850168084036026] User Vector: [1.9347419609900018, 0.0069118702245772184] Predicted: 3.936822913539466 Movie Vector: [2.0086477640517284, -0.24153172535828613] User Vector: [1.8382209418247177, -0.16005407968430788] Predicted: 3.7309965226460653 Movie Vector: [2.3818295085920993, -0.3092434430676482] User Vector: [2.0483170598009934, -1.0669704098101043] Predicted: 5.20869561916759 Movie Vector: [2.0866295579987453, 0.10298268142804758] User Vector: [1.8232171149045775, -0.46493101272393306] Predicted: 3.7564988802397177 Movie Vector: [1.602316607697738, -0.3972322680524312] User Vector: [1.8866839307854184, -0.3367199930974427] Predicted: 3.1568210423306216 Movie Vector: [1.9732995595392102, -0.42557707471067135] User Vector: [2.0002289901327233, 0.17401658106769874] Predicted: 3.8729935176845185 Movie Vector: [2.0378451057374423, -0.4715272063933138] User Vector: [1.315308226767461, -0.6926324035051942] Predicted: 3.006989454736555 Movie Vector: [2.369208528946694, -0.3026691621183056] User Vector: [2.014026270553874, 0.121678446986463] Predicted: 4.73481990412169 Movie Vector: [0.9224611224377597, -1.2810355274456173] User Vector: [1.9866372569958644, -0.5101087159327229] Predicted: 2.486063021934559 Movie Vector: [1.6715813583125574, -0.198919131480431] User Vector: [1.7767416053970404, 0.7940482998083085] Predicted: 2.8120167479686367 Movie Vector: [2.0225207348875616, -0.5949215674581734] User Vector: [1.5680540835342003, -0.5465571792181732] Predicted: 3.496580551139026 Movie Vector: [2.1152867441030194, -0.08978507611096857] User Vector: [1.7609925626986027, -0.16046011645727257] Predicted: 3.739411148109251 Movie Vector: [1.9010932110552574, -0.39109939221103934] User Vector: [1.6480071193484385, -0.3358578970008892] Predicted: 3.2643689657503736 Movie Vector: [2.0375736785260927, -0.47138427466221994] User Vector: [1.858337354696268, -0.06838347606729492] Predicted: 3.8187341750157864 Movie Vector: [1.628985064844363, -0.2179559538882663] User Vector: [1.1845592763353905, -0.2890249041316976] Predicted: 1.9926240682506866 Movie Vector: [2.1297549610323947, 0.15430520433266645] User Vector: [1.995058235880964, 0.5854414083368835] Predicted: 4.339321831554248 Movie Vector: [2.2180143159335324, -0.4579678714614758] User Vector: [1.889543489242484, 0.6563294184206262] Predicted: 3.8904567229871856 Movie Vector: [1.618961768735537, -0.8168557167162269] User Vector: [1.7474912324246263, -0.13381634289966488] Predicted: 2.938430141183667 Movie Vector: [2.0329171438624054, 0.5732867642254926] User Vector: [2.0339185182316584, -0.12002331950679919] Predicted: 4.065980044460704 Movie Vector: [1.5846856769683522, 0.47126435654910037] User Vector: [2.0481025025325845, -0.7621865891378047] Predicted: 2.886407328226044 Movie Vector: [1.7831243102583043, 0.16756714134957576] User Vector: [1.9872945705982097, -0.1033918949570667] Predicted: 3.5262681762013344 Movie Vector: [1.8590544593296452, -0.5819235720947998] User Vector: [2.016564935257058, -0.6575241941840777] Predicted: 4.131532863235784 Movie Vector: [1.4994164898021303, 0.01248207957869528] User Vector: [2.2794430407762043, -0.8036564946608169] Predicted: 3.4078031785842584 Movie Vector: [1.7450830617520103, -0.5015626094586167] User Vector: [1.8184617627588713, -0.5780682551346864] Predicted: 3.4633042431247514 Movie Vector: [1.751471380031034, -0.42233596089458225] User Vector: [1.871097990501705, -0.01072539503912722] Predicted: 3.28170429961714 Movie Vector: [1.7565870853024237, -0.3754252113059664] User Vector: [2.0006387589022543, -0.4385321169029953] Predicted: 3.678932218895929 Movie Vector: [1.6731684738271178, -0.7258612952690958] User Vector: [2.271179303405116, -0.8269123420672504] Predicted: 4.400289272553011 Movie Vector: [1.8310093108231977, -0.379824829013132] User Vector: [2.642763795893634, 0.4117130519634633] Predicted: 4.682546277023204 Movie Vector: [1.8245003931054535, -0.3697190884584552] User Vector: [2.2370293948118194, -0.10526681740343448] Predicted: 4.120380161997939 Movie Vector: [1.9070315587645619, -0.6558550833669544] User Vector: [2.0897082774557454, -0.6712492701908919] Predicted: 4.4253818797806925 Movie Vector: [1.430325700726932, 0.11670221296133308] User Vector: [1.8412548107214468, -0.5643423685593135] Predicted: 2.567734074083276 Movie Vector: [1.9590562991020206, 0.007914569149260971] User Vector: [1.4953661110964906, -0.023746107141811475] Predicted: 2.9293184592002723 Movie Vector: [2.0177947427311977, -0.31552365991542] User Vector: [1.7956077787434828, -0.40158024334816933] Predicted: 3.7498760040867825 Movie Vector: [1.823612799244299, -0.07127024526982802] User Vector: [1.899082233419316, -0.37508572205825264] Predicted: 3.4899231190892164 Movie Vector: [1.413036432868461, -0.8512645166591] User Vector: [2.144673887335615, -1.9952419778128323] Predicted: 4.72898103728764 Movie Vector: [1.6154335743378239, -0.03831570010700351] User Vector: [1.8859098077323024, -0.5124598760760699] Predicted: 3.0661972805123545 Movie Vector: [1.7623833986483177, -0.47873778064473765] User Vector: [1.9432099024916998, -1.0685992610265842] Predicted: 3.9362597108628616 Movie Vector: [0.7179063623062005, -1.962317781286895] User Vector: [1.70450981927004, -0.44906012121544] Predicted: 2.10487710459526 Movie Vector: [1.8934636020032392, -0.8887892892162417] User Vector: [1.809666581104635, -0.17110861415832815] Predicted: 3.578617306639826 Movie Vector: [1.2583983680946231, -0.709986980911998] User Vector: [2.0740497196414927, -0.6182539973105968] Predicted: 3.04893307153129 Movie Vector: [1.671710086000296, 0.1189184350618901] User Vector: [1.845107244272289, -0.16988552169014678] Predicted: 3.0642818696231324 Movie Vector: [2.101203859735507, 0.30504681355499813] User Vector: [2.0996699908282, 0.469585474437708] Predicted: 4.555080241567966 Movie Vector: [2.3255138458199185, -0.30530899917612586] User Vector: [1.9020605775752386, -0.18839242216787358] Predicted: 4.480786110603888 Movie Vector: [1.4153303311698537, -0.6540591267522471] User Vector: [1.6658259716399129, -0.8095271991587101] Predicted: 2.8871726770764 Movie Vector: [1.6517761079243927, -0.6845658281301075] User Vector: [1.491816635356749, -2.013628256317013] Predicted: 3.842608170518274 Movie Vector: [1.9045857790766325, -0.24810941486825933] User Vector: [1.646221359616819, -0.32715938986963594] Predicted: 3.2165411155276047 Movie Vector: [1.2441236360299748, -0.25945313883399934] User Vector: [1.4839482994229294, -0.2945200565893763] Predicted: 1.9226293070902336 Movie Vector: [1.9572267577282954, -0.1084427250607489] User Vector: [1.735978911107071, -0.18222623125096907] Predicted: 3.4174654847651946 Movie Vector: [2.147296283773895, -0.1920961569240953] User Vector: [1.572769060092881, -0.346546955983255] Predicted: 3.443771496410132 Movie Vector: [1.8758582248933822, -0.20084349296728413] User Vector: [1.9750134848677445, 0.11523271607406857] Predicted: 3.6817015486640767 Movie Vector: [1.915977869028479, -0.8909180708767439] User Vector: [1.6929190973050792, -0.3661460321353983] Predicted: 3.569801641101445 Movie Vector: [1.5911147033357478, -0.022473144220549867] User Vector: [1.999307984195764, -0.43119959509565964] Predicted: 3.1908187408388624 Movie Vector: [1.904592118196627, 0.2523660288359503] User Vector: [2.1430206261794025, -0.39759027192602603] Predicted: 3.981241915724313 Movie Vector: [1.7544545617803449, 0.07623575872529535] User Vector: [2.0257881819610732, -0.07787388891887598] Predicted: 3.5482165420356964 Movie Vector: [2.1686709511983358, 0.16572493719049583] User Vector: [1.9746290487388907, -0.4039651177556683] Predicted: 4.215373563625226 Movie Vector: [2.013422978764141, -0.6954286354269502] User Vector: [2.0080548017337887, -0.9813475747010642] Predicted: 4.72552088518239 Movie Vector: [2.2799133240410865, -0.43646736606250686] User Vector: [1.8976364846948937, -0.6008242379344524] Predicted: 4.58868687824014 Movie Vector: [2.062314578960011, 0.34123290542890844] User Vector: [1.832283617151043, -0.08857684562270393] Predicted: 3.748519882054616 Movie Vector: [2.2204889184559753, 0.0053104533881744055] User Vector: [1.8163948963952539, 0.5450196392900091] Predicted: 4.03617904037574 Movie Vector: [1.9704091569957234, -0.6744075409654772] User Vector: [2.4108359528024805, 0.11198471303639128] Predicted: 4.67480990247192 Movie Vector: [1.203208926338127, -0.3419819905678663] User Vector: [2.1196920810418223, -0.71942892099612] Predicted: 2.7964641674721062 Movie Vector: [1.4997427695257337, -0.7369507990614979] User Vector: [1.9015870449240218, 0.6519141523416636] Predicted: 2.37146276576092 Movie Vector: [2.1588620481914798, -0.07214003795644795] User Vector: [1.9754502137522614, 0.249091204378646] Predicted: 4.2467550456230105 Movie Vector: [1.394957296989528, -0.21231379398670935] User Vector: [1.8055113459247205, -0.8095033975021948] Predicted: 2.6904799643638952 Movie Vector: [1.9398969169290723, 0.6884422136833914] User Vector: [1.5175016385012778, -0.29920931694093156] Predicted: 2.737808425453934 Movie Vector: [2.0795990340602555, 1.5498601718867437] User Vector: [1.846361828888725, -0.3718411838135603] Predicted: 3.263390434822864 Movie Vector: [2.1515054380434786, -0.6918260570487851] User Vector: [2.265327260034259, -0.4305752891293984] Predicted: 5.1717471234528745 Movie Vector: [2.215200231596584, -0.06909136740476239] User Vector: [1.966111285264067, -0.15085251879682413] Predicted: 4.365752781261744 Movie Vector: [1.75455737070399, -0.5288867042087532] User Vector: [1.7186865945716339, -0.6466959601212071] Predicted: 3.357563127409421 Movie Vector: [1.8361073311721061, -0.20316277001778033] User Vector: [1.802376043545355, 0.4342298610795492] Predicted: 3.2211365256812448 Movie Vector: [1.841641288521323, 0.3215631440890754] User Vector: [1.6640011553652931, -0.1192012304529219] Predicted: 3.0261625094241804 Movie Vector: [1.6658403148135204, -1.1103033588053748] User Vector: [1.8685845968869517, -0.2570937312147763] Predicted: 3.398215586429427 Movie Vector: [2.1507184816193257, -0.36296982385444776] User Vector: [1.8002576705809994, -0.3984029753182206] Predicted: 4.016455701569853 Movie Vector: [1.898582548998625, 0.030660058991906877] User Vector: [1.9503107147453236, -0.3639819722785139] Predicted: 3.691666179398457 Movie Vector: [1.733127434122548, -0.39221235272857374] User Vector: [1.708121131073843, -0.24856668738964083] Predicted: 3.057882518339553 Movie Vector: [1.7671229651611706, -0.16491382879170075] User Vector: [1.6597101023424132, -0.6480457801815815] Predicted: 3.0397835482013247 Movie Vector: [1.4514885808074331, -0.6292512422584907] User Vector: [1.7196668180117733, -0.11531545666926056] Predicted: 2.568639143498281 Movie Vector: [1.40835375785637, -1.2389844369362726] User Vector: [2.127622092986079, -0.3319500660678803] Predicted: 3.4077255356532508 Movie Vector: [2.215332901272156, -0.40179901263130097] User Vector: [1.8357467820612907, -1.28834100637691] Predicted: 4.584444388999523 Movie Vector: [1.9524263236394663, -0.5540368841612381] User Vector: [1.9675942747032693, -0.36370286143965136] Predicted: 4.043087656285517 Movie Vector: [2.261124306265876, 0.2881876802029927] User Vector: [1.7891350207303733, -0.664054539995249] Predicted: 3.854084345155453 Movie Vector: [1.992077972055105, 0.12709388806825694] User Vector: [1.650101046980802, -0.11333264854786586] Predicted: 3.2727260604065 Movie Vector: [2.0549210874089887, 0.465765370323389] User Vector: [1.817008145984762, -0.18249559762914358] Predicted: 3.648808225565871 Movie Vector: [1.788366953469981, -0.005189211340795192] User Vector: [1.8317600656797892, -0.000803223810549935] Predicted: 3.2758633362458442 Movie Vector: [1.5058518641619694, -0.7044299760678039] User Vector: [1.5891189249983864, -0.4331783941576939] Predicted: 2.698121541413479 Movie Vector: [2.1287851948804373, 0.31121530403504194] User Vector: [1.886228612512739, -0.0865667198643973] Predicted: 3.988434656435073 Movie Vector: [1.7101284486199373, -0.5365793016297018] User Vector: [1.8428650265525182, 0.07872212481183012] Predicted: 3.109295246119859 Movie Vector: [1.4178907210229998, -0.5700786834867805] User Vector: [1.8356459984078448, -0.6054909207681619] Predicted: 2.947922895200196 Movie Vector: [1.7009111439325866, -0.5965756512044573] User Vector: [1.7992788218525628, -0.4966955425556527] Predicted: 3.3567298658814093 Movie Vector: [1.766040325687613, -0.48074877777212366] User Vector: [1.919684270405016, -0.034797744114694995] Predicted: 3.406968807075829 Movie Vector: [2.094571787949159, -0.5098121530541517] User Vector: [2.0102243215253504, -0.32041984593638995] Predicted: 4.373913082854349 Movie Vector: [1.8674112398623692, 0.09256382076781693] User Vector: [2.0729183405714227, -0.024093703154146814] Predicted: 3.8687608032795318 Movie Vector: [2.08492141660461, -0.305159880282655] User Vector: [2.261389788927738, -0.8038067812074564] Predicted: 4.960109583350073 Movie Vector: [2.418658426449553, 0.005207300623726107] User Vector: [1.8767072702847536, -0.4002387823259558] Predicted: 4.537029689592512 Movie Vector: [1.8447954487287388, -0.5735997127363424] User Vector: [1.6260800420295232, -0.2154389962344069] Predicted: 3.123360807156962 Movie Vector: [1.164111893999094, -0.9257129152109607] User Vector: [1.985135676371132, -0.42676596408304995] Predicted: 2.7059828167897075 Movie Vector: [1.8141755982361616, -0.1832858687447295] User Vector: [1.903416290154449, 0.08495735508935721] Predicted: 3.4375599042495955 Movie Vector: [2.0475190965099994, -0.4717502481766429] User Vector: [1.8655675752034073, 0.027837700194497886] Predicted: 3.80665279408341 Movie Vector: [2.1939688485949125, -0.0674623611387656] User Vector: [2.348991602387682, -0.5706546856421318] Predicted: 5.192112113737939 Movie Vector: [2.2322905712291123, -0.009333066192785108] User Vector: [2.111724657547823, -1.03250086940599] Predicted: 4.723619441034305 Movie Vector: [1.5955335398897075, -0.45885394221344317] User Vector: [1.9677233657583864, 0.17169084833912596] Predicted: 3.0607876046897893 Movie Vector: [1.950319206617828, -0.5040620260761177] User Vector: [2.0682372064271974, -0.06264318305229463] Predicted: 4.065298797305762 Movie Vector: [1.2967921922407664, -0.3936137306893145] User Vector: [2.050928542698925, -0.3022106860457098] Predicted: 2.778582396604328 Movie Vector: [1.9210116202501144, -0.774332456511822] User Vector: [1.9330746658047742, -0.40432685011829866] Predicted: 4.026542298907867 Movie Vector: [2.031981715849795, -0.4097832396948103] User Vector: [1.670215900608893, 0.44063962387243244] Predicted: 3.213281438950521 Movie Vector: [1.6553853111110233, 0.33136388337423783] User Vector: [2.361578830647606, -0.3756186770502988] Predicted: 3.784856443789513 Movie Vector: [1.8516460935704786, -0.5865256761386598] User Vector: [1.4961089956970723, -0.08102615950780295] Predicted: 2.817788300428369 Movie Vector: [1.9754195581312781, -0.33561621283130555] User Vector: [1.6294592585780725, -0.19744979384474776] Predicted: 3.285133040607712 Movie Vector: [0.9280502732393423, 0.06515582610314374] User Vector: [1.8172795988263104, -0.5662985386001352] Predicted: 1.6496291791395448 Movie Vector: [1.6897904642120976, -0.44059067631564214] User Vector: [1.7148142783657958, -0.15850004140595692] Predicted: 2.967510455916379 Movie Vector: [1.586893950396354, -0.8183671376434793] User Vector: [1.8419345223173884, -0.17011121580596442] Predicted: 3.0621681792518407 Movie Vector: [0.893194892877367, 0.07601741887845835] User Vector: [2.6162419330951288, -0.5513020272752821] Predicted: 2.2949053760362506 Movie Vector: [1.6221383920185177, -0.8170989706465535] User Vector: [1.3953724290873164, -0.9337513583675788] Predicted: 3.026454462148642 Movie Vector: [1.8870920946483911, -0.01626462099365611] User Vector: [2.367848152660676, -0.006757449351101321] Predicted: 4.468457437566339 Movie Vector: [1.6459650330034825, -0.3446291719785564] User Vector: [1.5836174221717472, -0.3407546612639997] Predicted: 2.7240128993090553 Movie Vector: [1.9527321181802397, -0.5608698349795105] User Vector: [1.6705406779976495, -0.811705981493351] Predicted: 3.7173798365446613 Movie Vector: [1.9319330062289901, 0.43925531681891844] User Vector: [1.9733992317236824, -0.49172487267429627] Predicted: 3.5964823454996226 Movie Vector: [2.206819082907505, 0.014399573574499381] User Vector: [2.03364109857569, -1.0650649649563613] Predicted: 4.472541502797306 Movie Vector: [1.8018145508392884, -0.2923786016027366] User Vector: [2.2499063152310748, -0.5064682843838362] Predicted: 4.201994425552841 Movie Vector: [2.1016102670655656, -0.34529158652690584] User Vector: [1.6151346579687016, -0.023262243331179225] Predicted: 3.4024158367864517 Movie Vector: [1.980078685707058, 0.11162504788819468] User Vector: [1.6993302545946318, -0.5136017444954724] Predicted: 3.3074767977752115
avg loss: 0.9540389784768313: 59%|██████████████████████████▍ | 41108/70000 [00:56<00:45, 631.39it/s]
Movie Vector: [1.823168064450973, -0.4925917692997126] User Vector: [2.0722316807255625, -0.6172282617455896] Predicted: 4.082068183957456 Movie Vector: [2.115923934510092, -0.15618443273442711] User Vector: [2.4209682715703957, -0.3637304987249804] Predicted: 5.1793937521169 Movie Vector: [2.033215228487699, -0.45463106990057733] User Vector: [1.917854597142079, -0.34066396031392066] Predicted: 4.054287593688502 Movie Vector: [1.9956850816739644, 0.1348201413627541] User Vector: [1.6209938328500688, -0.05683615855547758] Predicted: 3.227330550773417 Movie Vector: [1.6745065721305976, 0.23418806899076247] User Vector: [1.9626258407545591, 0.12824491204422467] Predicted: 3.316463297286376 Movie Vector: [2.340018817954226, -0.44217014573315366] User Vector: [1.7078556765633803, -1.5288632918443166] Predicted: 4.672432126069126 Movie Vector: [1.7133823365367518, -0.7405027369848329] User Vector: [2.2262887351040965, 0.23731994690335262] Predicted: 3.6387477245350786 Movie Vector: [1.5346932406272211, -1.0049464606838296] User Vector: [2.0332698620204166, -0.22983300411277466] Predicted: 3.351415377645241 Movie Vector: [1.9099128781686094, -0.24909326181417796] User Vector: [1.8920630308868236, -0.906800790821312] Predicted: 3.8395535157988325 Movie Vector: [1.6765597117281943, -0.14817500726941854] User Vector: [2.0604888599344933, -0.36435085389497446] Predicted: 3.5085202994554363 Movie Vector: [2.048516826107727, -0.3739123196882482] User Vector: [1.4713307051295783, -2.190642755471647] Predicted: 3.833154020533547 Movie Vector: [1.8407570802334088, 0.01751649458771649] User Vector: [1.952810806769205, -0.7931568534040583] Predicted: 3.580756991186867 Movie Vector: [0.9711249702347396, 0.021097016129479538] User Vector: [1.7694724938804725, -0.574121790165362] Predicted: 1.70626666628346 Movie Vector: [1.9690505849133748, 0.24040718019176507] User Vector: [1.9498068280907885, -0.07727197573581487] Predicted: 3.8206915375257653 Movie Vector: [2.3649300703704847, 0.05853885465625293] User Vector: [2.1143451665383743, -0.46046146011473027] Predicted: 4.97332357700063 Movie Vector: [1.8869645595470081, -0.40694269635460345] User Vector: [1.9234615460577729, -0.663096749832243] Predicted: 3.8993461483832195 Movie Vector: [2.180645335100559, -0.06422559971439921] User Vector: [2.1570164236466205, 0.14430317792082975] Predicted: 4.694419843817635 Movie Vector: [1.5639287880390775, 0.1733763906848817] User Vector: [1.6598559236228594, -0.18729489650249354] Predicted: 2.5634239498016815 Movie Vector: [1.566035370045366, -0.8642099709435148] User Vector: [2.2544175182526653, -0.42706721357136307] Predicted: 3.899573316665004 Movie Vector: [2.187174625164976, 0.012725800889529987] User Vector: [1.9998637475858516, -0.7689674468032149] Predicted: 4.364265515888561 Movie Vector: [0.7126284429761855, -1.9609272917354081] User Vector: [1.8876346051445763, 0.2379868607639622] Predicted: 0.878507179225658 Movie Vector: [1.9368865058810907, -0.3983939363824808] User Vector: [2.382800280332749, -0.17942120803966355] Predicted: 4.686694030527603 Movie Vector: [1.5177040113300286, -0.43964357566374795] User Vector: [2.3645509463934227, -0.016895936510607303] Predicted: 3.5961166462772245 Movie Vector: [1.9855012827435095, -0.27421951127459204] User Vector: [1.9252805400861848, 0.13565093656999982] Predicted: 3.7854488484520705 Movie Vector: [1.881793562032095, 0.3722762762865347] User Vector: [1.7480873197030606, -0.17567008356149305] Predicted: 3.224141659523943 Movie Vector: [2.0232472698555752, -0.24280290577632713] User Vector: [1.8683946030901815, -0.37763615003080364] Predicted: 3.871915434268765 Movie Vector: [2.001950970091139, -0.02459484278602932] User Vector: [1.335516265042119, 0.41071701134868965] Predicted: 2.663536562049896 Movie Vector: [1.765154221109957, 0.36703530531371586] User Vector: [2.040602461213379, 0.09272782140512327] Predicted: 3.636012432258668 Movie Vector: [1.7483193043117682, -0.4278657990201748] User Vector: [1.9198017775396414, -0.01785947717981934] Predicted: 3.3640679675982277 Movie Vector: [1.9666714754724843, -0.5676428874656372] User Vector: [1.909400171639497, -0.33575212757120315] Predicted: 3.9457501599929135 Movie Vector: [1.4062756216694106, -0.4388473623277415] User Vector: [2.2836820919612606, -0.4761572047134621] Predicted: 3.420446786909975 Movie Vector: [1.628390546798985, -1.1734256601768895] User Vector: [1.8019212178226036, -0.7721328378195811] Predicted: 3.8402719621415393 Movie Vector: [2.149843832981213, -0.3627762612186782] User Vector: [1.9351358281632143, -0.11325818782353085] Predicted: 4.201327208088702 Movie Vector: [1.1601550376579506, -0.7679875426180457] User Vector: [1.6361154552481298, -0.42573400534320854] Predicted: 2.225106000168618 Movie Vector: [2.0135577703460883, -0.3459979361309565] User Vector: [1.993653958585587, -0.2491304542571599] Predicted: 4.100536042691592 Movie Vector: [1.7764005124351365, -0.0754751529205539] User Vector: [2.2476257971345683, 0.10827191850343518] Predicted: 3.984511778186231 Movie Vector: [1.4996573376120683, -0.7084314737627704] User Vector: [1.7013127527732406, -0.7097222211359676] Predicted: 3.0541757123509177 Movie Vector: [1.8367815631737427, 0.0564404525267215] User Vector: [2.0014404964501176, -0.8266132346879138] Predicted: 3.6295545786385155 Movie Vector: [1.534151434839894, 0.1091006071421205] User Vector: [1.9723442997800522, -0.06049644280011678] Predicted: 3.019274638866422 Movie Vector: [1.3611818261544135, -1.3409978439348236] User Vector: [1.6162971592508757, -0.10487884172635921] Predicted: 2.3407166194667273 Movie Vector: [2.2335744385606815, 0.17422347294416857] User Vector: [1.8700831418254535, -0.41322599632567303] Predicted: 4.104976235373909 Movie Vector: [1.8171587220764078, 0.18942128556289425] User Vector: [1.9357811452681841, -0.38572297584533] Predicted: 3.444557450199371 Movie Vector: [2.0148238740066877, 0.10112374052003376] User Vector: [2.195990776193081, 0.11046577122658736] Predicted: 4.435705354958159 Movie Vector: [2.098465997027264, -0.5696305926640652] User Vector: [2.001196698634284, -0.3301041758991016] Predicted: 4.387480662805549 Movie Vector: [2.413468566799732, -0.16686317298870673] User Vector: [2.292358355396287, -0.5133569334586848] Predicted: 5.618195201382337 Movie Vector: [2.0840693436322404, -0.33034569993591245] User Vector: [2.0700735305454607, 1.811371899115902] Predicted: 3.715797866216667 Movie Vector: [2.0840289187357275, -0.511227907344953] User Vector: [1.6939159699211634, 0.2147605033424549] Predicted: 3.420378304519871 Movie Vector: [1.8562383997544192, -0.7971096530654879] User Vector: [1.9361139779661953, -0.44260312594520723] Predicted: 3.9466923363700177 Movie Vector: [1.8463955891182056, -0.4228800797202156] User Vector: [2.009345405051104, -0.6552643277314243] Predicted: 3.9871447240501707 Movie Vector: [1.8031911756568384, -0.26458421352733724] User Vector: [1.981889551128459, -0.374523029038935] Predicted: 3.672818630807473 Movie Vector: [1.8454571819329946, -0.23635857974978974] User Vector: [1.768891653490002, -0.28457575092738213] Predicted: 3.3316757263148804 Movie Vector: [1.7716471255820765, -0.35710866920841444] User Vector: [2.0836908737638713, -0.5117410865088527] Predicted: 3.8743121254878123 Movie Vector: [1.4327636597622437, -0.445807831459854] User Vector: [1.8026975319677674, -0.201301954376172] Predicted: 2.6725815010955745 Movie Vector: [1.9307682194744964, -0.1803569939842956] User Vector: [2.043996952069158, -0.21203446131324835] Predicted: 3.984726253821403 Movie Vector: [1.9374276262745547, 0.15856705347772512] User Vector: [2.124960411941077, -0.24375692150733402] Predicted: 4.078305190026182 Movie Vector: [2.2639665399330715, -0.14784755340716377] User Vector: [1.738152560881907, -0.12332942027800764] Predicted: 3.953353192186846 Movie Vector: [1.90560784167936, -0.48446080446880524] User Vector: [1.8631604662940409, -0.41376597948107013] Predicted: 3.7509065941581197 Movie Vector: [1.5912615041103537, 0.10734890687390852] User Vector: [2.3492644852096833, -0.4966230791471276] Predicted: 3.684982193612998 Movie Vector: [1.787156777724198, -0.5411529922503898] User Vector: [1.9821764348792335, 0.029837661296159907] Predicted: 3.5263133105474385 Movie Vector: [2.054648324814271, -0.008388600597594512] User Vector: [1.8332233763636003, -0.1821661424320575] Predicted: 3.7681574582671 Movie Vector: [1.7851179749706936, -0.35913120375258517] User Vector: [2.087582241801736, -0.8687823319854345] Predicted: 4.038587428754803 Movie Vector: [1.3400346358977842, -1.3995736332946445] User Vector: [1.6987777579792789, -0.5058485353053097] Predicted: 2.984393306839044 Movie Vector: [1.5200153800827543, -0.7082908130295176] User Vector: [1.7776446150872125, -0.19141767724478978] Predicted: 2.8376265374977843 Movie Vector: [1.7864613065108075, -0.6027952265983145] User Vector: [1.9474839531207084, -0.15139322714052575] Predicted: 3.570363841960476 Movie Vector: [1.7341983225863808, -0.3818637853193002] User Vector: [2.195754887397994, 0.1873968578975238] Predicted: 3.736314369022758 Movie Vector: [1.9245889376049832, -0.17253977062603776] User Vector: [1.8656347049779436, -0.6543044053040799] Predicted: 3.7034734468232586 Movie Vector: [1.7734477676754796, -0.005182669302081343] User Vector: [1.6814064483743545, -0.4974944830561599] Predicted: 2.984464861809945 Movie Vector: [1.7141144800146688, 0.23677618974071427] User Vector: [1.844672021852828, -0.2555811947190916] Predicted: 3.101463482080902 Movie Vector: [1.9034823615648946, 0.7145276614304645] User Vector: [2.409761257526549, -0.36290326618484176] Predicted: 4.327633627171693 Movie Vector: [2.1639286746344353, -0.13579252257314975] User Vector: [1.9513850090623759, -1.0264487236876527] Predicted: 4.362042037843389 Movie Vector: [2.03943219683648, -0.28500391588637086] User Vector: [1.09761072417012, -0.13578752821973852] Predicted: 2.2772026277367043 Movie Vector: [1.78436468712908, -0.42820112097861607] User Vector: [1.716952145382057, -0.10995562603552142] Predicted: 3.110751900036573 Movie Vector: [1.3333370814895595, -0.3672653054127354] User Vector: [1.9964191908078333, 0.13297108005420483] Predicted: 2.6130640729742955 Movie Vector: [1.436585830927299, -0.08794540469920467] User Vector: [1.5242248068713642, -0.10319861764452365] Predicted: 2.1987556048924466 Movie Vector: [2.1400358747998234, -0.005386009343251813] User Vector: [1.451401388361785, -0.06686461983133718] Predicted: 3.106411173295635 Movie Vector: [1.8165496235556333, -0.36934495291586517] User Vector: [2.065929897769356, -0.22075687520525583] Predicted: 3.8343996157637905 Movie Vector: [1.6261670077372448, -0.924904271292273] User Vector: [1.5157946915676888, -0.1026825399510912] Predicted: 2.5599068377185317 Movie Vector: [1.9527933005893299, 0.5807019783633961] User Vector: [1.839021803213777, -0.16860911568453754] Predicted: 3.4933178099054594 Movie Vector: [1.677267814517023, -0.5379485416373991] User Vector: [1.9190573939134539, 0.7109808813694922] Predicted: 2.8363020727571615 Movie Vector: [1.7561469855682825, 0.3378348055929658] User Vector: [1.7983451487622222, -0.49283850633255766] Predicted: 2.9916604110345335 Movie Vector: [1.8483632854446355, -0.8558832887467432] User Vector: [2.0227549231279456, -0.37935571010876434] Predicted: 4.063470148134826 Movie Vector: [1.3110586704851457, -0.26612975060494565] User Vector: [0.895556630910188, -0.13827274953833996] Predicted: 1.210925778215366 Movie Vector: [1.37105433161004, -1.8813600117079325] User Vector: [1.4685052200151265, -0.25458810602618553] Predicted: 2.492372325027819 Movie Vector: [1.3193539983204716, -0.44209345096569963] User Vector: [2.0100461963631764, -0.6554248300028026] Predicted: 2.941721510925159 Movie Vector: [1.8543424540592992, -0.016171158903488338] User Vector: [1.9526274782698372, -0.0258929037036151] Predicted: 3.6212587481787746 Movie Vector: [0.9874417116831002, -0.4814041422091451] User Vector: [2.3365473801389802, -0.5702720381783948] Predicted: 2.581735665838229 Movie Vector: [1.8925326787718393, -0.525393464886668] User Vector: [2.0373207838245353, -0.4317364936149765] Predicted: 4.082527692827385 Movie Vector: [1.7632457274868956, -0.3953756907422655] User Vector: [1.969498000795236, -0.8472517757051727] Predicted: 3.8076916912482264 Movie Vector: [1.0225989792485115, -0.09708491993371393] User Vector: [1.950272119463407, -0.2629127917777179] Predicted: 2.0198711459594 Movie Vector: [2.0080155024551862, -0.5643123477871966] User Vector: [2.04638442663883, -0.4621436848558143] Predicted: 4.369965040489649 Movie Vector: [1.9218057763323562, 0.2422795193638924] User Vector: [2.1969370255739817, 0.125101438766709] Predicted: 4.252395782442632 Movie Vector: [1.2991481224091475, -1.0799486646063785] User Vector: [1.9788193485645567, -1.1229374394229157] Predicted: 3.78349422941582 Movie Vector: [2.0332718024927674, -0.4695573537992155] User Vector: [1.748464215943, 0.5448571783521632] Predicted: 3.299261293078978 Movie Vector: [2.0346856796725596, -0.22667137304776452] User Vector: [2.118491438735927, 0.5782497523869596] Predicted: 4.179391527566826 Movie Vector: [1.6979313334323174, -0.3977951786722585] User Vector: [1.5370897537931028, -0.5113909419059787] Predicted: 2.8133017063699386 Movie Vector: [1.5164404599117358, 1.0473411700268374] User Vector: [2.659925228095853, 0.4081530820532624] Predicted: 4.4610937627322285 Movie Vector: [2.192522215162813, 0.04882792239433826] User Vector: [2.0098249030817836, -0.5688984578686712] Predicted: 4.378807618843188 Movie Vector: [2.3176784500784, -0.15165864507387383] User Vector: [2.200307563206522, -0.38999952498153156] Predicted: 5.1587522223264255 Movie Vector: [1.779778758276571, 1.0568226848277487] User Vector: [1.7996475123585434, -0.5676312681071535] Predicted: 2.6030888141278266 Movie Vector: [2.2956366170730353, 0.48107327986693943] User Vector: [2.0198639111385335, -0.49491453569108307] Predicted: 4.39878339697524 Movie Vector: [1.4174760238083424, -0.2502259299828602] User Vector: [1.979863898880547, -0.26572221716705324] Predicted: 2.8729001959746134 Movie Vector: [1.099093625100555, -1.0911634136608999] User Vector: [1.7801245396966465, 0.3531679235777942] Predicted: 1.5711596163789663 Movie Vector: [1.14253642017257, -0.8427973372942019] User Vector: [1.7778944099103506, -0.5739388298834526] Predicted: 2.5150232321393196 Movie Vector: [1.5783928800141211, -0.6233474477027116] User Vector: [1.8626504499479801, -1.413513167776506] Predicted: 3.8211040335806503
avg loss: 0.9542037219163916: 59%|██████████████████████████▌ | 41254/70000 [00:57<00:42, 670.33it/s]
Movie Vector: [2.388902232262142, 0.011553299872941574] User Vector: [1.648067987688755, -1.0341787059511078] Predicted: 3.925125117997379 Movie Vector: [2.100419749087456, -0.31407609616949034] User Vector: [1.9421900734308817, -0.15010642405921995] Predicted: 4.126559226394322 Movie Vector: [2.334491817553317, -0.2044240126879484] User Vector: [1.8544851961867066, -0.3199019484132237] Predicted: 4.394676156232949 Movie Vector: [1.8627714949415977, 0.13650068075697627] User Vector: [2.126791134438082, -0.32730774068040397] Predicted: 3.9170481715058596 Movie Vector: [2.1400185344917713, -0.6896427182856684] User Vector: [1.888214169995397, 0.16994934080580057] Predicted: 3.9236089955159756 Movie Vector: [1.98369117891292, -0.34815244150164004] User Vector: [1.7098078804789498, -0.6527210724896637] Predicted: 3.6189772451487343 Movie Vector: [1.420879481164316, -0.6567557997116117] User Vector: [1.8537824335964321, -0.11416812496980185] Predicted: 2.708982000656139 Movie Vector: [2.1392630624520717, 0.01817002955245345] User Vector: [1.8565862136146933, -0.3000506783156799] Predicted: 3.966274379351435 Movie Vector: [1.8181470012979495, -0.49109621158245464] User Vector: [2.4212595609867162, 0.18169306273341973] Predicted: 4.312977035392792 Movie Vector: [1.0873478646592667, -0.7114833792112948] User Vector: [2.343293749042037, -0.516379870846157] Predicted: 2.915371149756582 Movie Vector: [2.2268536128000305, -0.14181257715650342] User Vector: [1.970144844546187, -0.15903955965943192] Predicted: 4.409777974642171 Movie Vector: [1.6707152476623013, -0.8862937996693327] User Vector: [1.8383581516182437, -0.40032134685320264] Predicted: 3.426175322164154 Movie Vector: [0.8016434305620909, -0.28696414770550743] User Vector: [1.24599154180139, -0.6830582735508819] Predicted: 1.1948541693237393 Movie Vector: [2.090525135294528, 0.14541924841966672] User Vector: [1.7723539832884045, 0.12607141306495437] Predicted: 3.7234837608388984 Movie Vector: [1.7777250442991348, -0.0037562049526717028] User Vector: [1.8800379555299152, -0.23450785289004739] Predicted: 3.3430714173369394 Movie Vector: [2.271854980950944, 0.48690034442036517] User Vector: [1.902603814535395, -0.32012273424832066] Predicted: 4.166572083266206 Movie Vector: [1.7159065740785258, -0.3529642136548483] User Vector: [1.9304474057044068, -0.5135162421653316] Predicted: 3.493720250975905 Movie Vector: [0.046168403933594, -1.1233990193049106] User Vector: [1.5637748923909993, -0.9135899161547869] Predicted: 1.0985230067482632 Movie Vector: [1.949555880019052, -0.02581576221026296] User Vector: [1.8050565184063947, 0.02358416498653616] Predicted: 3.518449706030685 Movie Vector: [2.0768429655018643, -0.08628211231539988] User Vector: [1.065863194515371, -0.33792896330031374] Predicted: 2.242787702482698 Movie Vector: [1.5350309910986515, -0.7248530667406129] User Vector: [2.6875783421591453, -0.5452307770561556] Predicted: 4.520728247050346 Movie Vector: [1.710986245250536, -0.8090665450999301] User Vector: [1.6205462571124833, -0.9551236448100836] Predicted: 3.5454909431614445 Movie Vector: [2.0890054412913566, 0.5699769444944838] User Vector: [1.9720358114854264, -0.1897357776902986] Predicted: 4.011448521785271 Movie Vector: [2.0025999720450725, -0.7694481993543529] User Vector: [1.7906909171559944, -0.6669166423417269] Predicted: 4.099195390207252 Movie Vector: [1.4080087545567272, 0.2739010351303102] User Vector: [1.5486775479223371, -0.061721544454443174] Predicted: 2.1636459505441827 Movie Vector: [2.2680399496167967, -0.1982109420186929] User Vector: [0.9896582487037361, -0.3347630408869552] Predicted: 2.3109381422151145 Movie Vector: [1.5644769636497717, -1.088797442537771] User Vector: [1.3343488477473726, -0.4383734210564209] Predicted: 2.5648578934961455 Movie Vector: [2.203376717010862, -0.18180642791769808] User Vector: [1.6574204551650893, 0.44322004034291596] Predicted: 3.571341388892019 Movie Vector: [1.871341971314405, -0.17419239941201073] User Vector: [1.6714305999757166, -0.3553731728360113] Predicted: 3.18972153953674 Movie Vector: [1.2719160101610607, -1.3313929639406206] User Vector: [1.6389015773022293, -0.5247208034233828] Predicted: 2.7831547409600823 Movie Vector: [1.042709215937104, -0.45750125455370216] User Vector: [2.0311953736834374, -0.3961411680595453] Predicted: 2.299181216876141 Movie Vector: [1.9482671418653703, 0.25357792416678715] User Vector: [2.101880232425982, -0.4092924876904241] Predicted: 3.9912366535662898 Movie Vector: [1.5237272199798175, -1.1703841510148447] User Vector: [2.021118848637877, -0.29316258646562077] Predicted: 3.4227466493536833 Movie Vector: [1.2139379292261312, -0.1721306559553293] User Vector: [2.162446658793243, -0.7315808384937889] Predicted: 2.751003508651722 Movie Vector: [1.4909745426266579, -0.06473836449868732] User Vector: [1.6886614021895936, -0.3587015931956037] Predicted: 2.5409729162674766 Movie Vector: [1.6737517498846508, 0.3409412493332569] User Vector: [1.862031357114775, -0.23446980624477756] Predicted: 3.036637813638925 Movie Vector: [2.0109369384305547, -0.5498953292695857] User Vector: [2.0604323204148267, 0.24180320357060003] Predicted: 4.01043301001246 Movie Vector: [2.0849081678181034, -0.5394095471322593] User Vector: [1.602540297380836, -0.43945684508050603] Predicted: 3.5781965730560046 Movie Vector: [1.9796917931738702, -0.31718818719136915] User Vector: [1.763315515523094, -0.06233819341664093] Predicted: 3.5105941934198306 Movie Vector: [2.147195370957961, -0.45414276816559684] User Vector: [1.8692420065640987, -0.07090622234407234] Predicted: 4.045829331790106 Movie Vector: [1.4045056127550948, -1.3575728338067692] User Vector: [2.4184797278286854, -0.606043899177847] Predicted: 4.219517085687976 Movie Vector: [1.8522125311492437, -0.07691894805028843] User Vector: [1.8846465067721756, -0.7142698444370361] Predicted: 3.5457067616882116 Movie Vector: [1.7333884487754, -0.18689173393506994] User Vector: [1.7588735078116478, 0.36771638563593056] Predicted: 2.9800878683899428 Movie Vector: [1.0162958412053802, -0.48844645746129944] User Vector: [2.0119671540029214, 0.15896693113719423] Predicted: 1.9671070168875369 Movie Vector: [1.7847901575865552, -0.8085566782890573] User Vector: [1.7645313894236236, 0.21357439214684992] Predicted: 2.976631255513951 Movie Vector: [1.7806397587287777, -0.39912637125027384] User Vector: [2.033499949793149, 0.6521090546268105] Predicted: 3.3606569393420087 Movie Vector: [2.016487629001231, -0.5561079830988711] User Vector: [2.1210161215250234, -0.38481104311470343] Predicted: 4.490999263028072 Movie Vector: [1.7211048237738114, -0.3324910582000128] User Vector: [2.0102279253204904, -0.38022267003181404] Predicted: 3.586233617064429 Movie Vector: [1.8588683881307004, 0.13079181236213738] User Vector: [1.884648719009549, -0.1841282375651449] Predicted: 3.479231460599678 Movie Vector: [2.0026509556893104, -0.6108230159627144] User Vector: [1.9153905299700993, -0.5016533660635143] Predicted: 4.142280097389637 Movie Vector: [1.9463318224468558, -0.5039412553851419] User Vector: [2.065833946698542, -0.5259203578397627] Predicted: 4.285831315712726 Movie Vector: [1.3789363415339946, -0.5725497007358221] User Vector: [1.884230967750905, -0.42032341861980405] Predicted: 2.8388906048185176 Movie Vector: [1.3922211457950928, -0.32617209183606444] User Vector: [1.571726690134359, -2.2211515183226855] Predicted: 2.912668770431747 Movie Vector: [1.5332840049623526, -0.17271026208168175] User Vector: [1.79947961620961, -0.5675482258266306] Predicted: 2.8571347156164992 Movie Vector: [1.923492162089356, 0.18861509799048046] User Vector: [1.7911932441208236, -0.16714241434638288] Predicted: 3.4138205829935018 Movie Vector: [1.331922472893296, -0.2693510938737321] User Vector: [1.8184578432868028, 0.18914429641700736] Predicted: 2.3710986443428697 Movie Vector: [1.893377591737824, -0.4087902617306039] User Vector: [1.6616852948707863, -0.2509074264934478] Predicted: 3.248766214375014 Movie Vector: [2.088338869756431, 0.5700410774416791] User Vector: [1.6795874241916464, 0.2500815350314384] Predicted: 3.6501044507710882 Movie Vector: [1.8513375142210824, -0.426456738708142] User Vector: [1.5417755853203383, -0.5008912321850396] Predicted: 3.067955420938844 Movie Vector: [2.092499174654121, -0.5080701531365178] User Vector: [2.089979201288177, -0.10421409300350912] Predicted: 4.4262278239310655 Movie Vector: [1.899371045254783, -0.48299580785668833] User Vector: [2.1117740460273913, -0.3982638802800063] Predicted: 4.203402261740949 Movie Vector: [2.118888575578805, 0.05439748348142394] User Vector: [1.890334053422009, 0.022454931098755033] Predicted: 4.00662872156699 Movie Vector: [2.023037975122536, -0.4312096550052679] User Vector: [1.441519831452706, 0.09800302426989205] Predicted: 2.8739895106361684 Movie Vector: [1.8082437898668446, -0.11514806791196869] User Vector: [1.4080944455405537, -0.1716924739914563] Predicted: 2.565948093349846 Movie Vector: [1.9702979779851117, 0.24504083847550423] User Vector: [1.6868347024712003, -0.8163860022358526] Predicted: 3.123519092966585 Movie Vector: [0.8168189104284597, -0.522837041112849] User Vector: [1.9109235631965316, 0.12909733845033716] Predicted: 1.4933816323513425 Movie Vector: [1.6307712498344689, -0.3303174574406418] User Vector: [2.0299430202716366, -0.7924228695368428] Predicted: 3.572123823744361 Movie Vector: [1.7529526873329526, -0.2698663624460628] User Vector: [1.3625152776603344, -1.623935180740353] Predicted: 2.826670297581476 Movie Vector: [1.9113277165505569, -0.1826940154246589] User Vector: [1.6504180854620614, -0.9733002650932592] Predicted: 3.3323059642837163 Movie Vector: [1.9408540568104649, -0.27736525439460447] User Vector: [1.716435188821063, -0.15892267252434603] Predicted: 3.375429826969382 Movie Vector: [1.8631310323641315, -0.2428783071660811] User Vector: [1.7713717570134795, -0.08146468943703646] Predicted: 3.3200836962094673 Movie Vector: [1.629427613193175, -0.5308468752374196] User Vector: [1.794040491510871, 0.33935237853306643] Predicted: 2.7431149663058045 Movie Vector: [2.0878622508153204, -0.0750547423736449] User Vector: [1.8840975502154271, -0.4163273001606895] Predicted: 3.9649834902050882 Movie Vector: [1.306349720264048, -1.870142465982377] User Vector: [2.0023965707444242, -0.7868432561053028] Predicted: 4.087339187364042 Movie Vector: [2.354671541413863, -0.30819696655347373] User Vector: [1.5752455287196518, -0.11810840481475499] Predicted: 3.745586469303975 Movie Vector: [2.326119116042199, -0.20177826598100443] User Vector: [2.134365997748328, -0.681990691111707] Predicted: 5.102400447060573 Movie Vector: [1.9231183618962144, -0.5391682131909916] User Vector: [1.5620303974369343, -0.15238402733450238] Predicted: 3.0861299628878007 Movie Vector: [1.6631226761383169, -0.5609395706514841] User Vector: [2.391348455732088, -0.3698150487535874] Predicted: 4.1845497379446766 Movie Vector: [2.144277224460155, -0.6892594134867086] User Vector: [1.7022868623683431, -0.4429839139490473] Predicted: 3.955505781186744 Movie Vector: [1.1436648848161066, -0.8559492376877552] User Vector: [2.06992496391488, 0.023524015661278416] Predicted: 2.3471651321610687 Movie Vector: [1.57873740982652, -0.14116158165862128] User Vector: [1.6560035891384504, -0.7616586116546002] Predicted: 2.7219117512849307 Movie Vector: [1.9725053312238208, -0.28029580787622294] User Vector: [2.007628474518243, 0.17242075092425513] Predicted: 3.9117290554290416 Movie Vector: [2.065806230435206, -0.34794128183073986] User Vector: [1.9069778965005793, -0.4990874520516677] Predicted: 4.113099947705615 Movie Vector: [2.24240245188139, -0.13831614512965631] User Vector: [1.8312036442401916, -0.43425836669355] Predicted: 4.166360485009694 Movie Vector: [2.3372371680338224, 0.017622810627104718] User Vector: [2.036868639468693, -0.016317246336146667] Predicted: 4.760357534826575 Movie Vector: [1.8808502618632192, -0.2792596610979896] User Vector: [1.7781884062322093, -0.0050194191533858784] Predicted: 3.3459078507956748 Movie Vector: [2.2812056812984864, -0.3211786791343608] User Vector: [1.938539325106586, 0.006380236383911326] Predicted: 4.420157725959328 Movie Vector: [1.6392803753422425, -0.8780851915124188] User Vector: [1.858657477232392, -0.3542983677966462] Predicted: 3.3579648770494366 Movie Vector: [1.9505305702588096, -0.3952516055653726] User Vector: [1.8972306818864535, 0.2080758547168197] Predicted: 3.6183641281962844 Movie Vector: [2.0201149545925925, 0.4692612082608931] User Vector: [1.9037673933121442, -0.586706259759691] Predicted: 3.5705104929465583 Movie Vector: [2.224352916200669, -0.1761970655967646] User Vector: [2.1527757966534518, -0.4685124438307091] Predicted: 4.871083639010864 Movie Vector: [2.364852915335576, -0.47567594277048325] User Vector: [2.348741342601197, -0.5762169197544913] Predicted: 5.828520337964158 Movie Vector: [1.3550616861761637, -0.7697810508991066] User Vector: [1.4867902896409293, -0.2951127334433814] Predicted: 2.2418647469549384 Movie Vector: [2.042577979670558, -0.5504381197648663] User Vector: [1.3697308568969848, -0.29249521697168573] Predicted: 2.9587826036431766 Movie Vector: [1.5964821225539225, -0.3169321119594033] User Vector: [1.701645265847462, -0.9282425399472202] Predicted: 3.010836114450023 Movie Vector: [1.8597527643079383, -0.19086855079948264] User Vector: [1.918614472706023, -0.025596286583862697] Predicted: 3.573034095382354 Movie Vector: [1.593581142493155, -0.3956732333167266] User Vector: [2.02343158697156, -0.763742635843378] Predicted: 3.5266949382688644 Movie Vector: [1.9168120125391972, -0.04294004990369424] User Vector: [1.9829502311946998, -0.5206404690967206] Predicted: 3.823299151146275 Movie Vector: [1.79584459836036, -0.7625080164375307] User Vector: [2.3506723059729753, -0.8371701032098758] Predicted: 4.859791078016224 Movie Vector: [1.8184523376542432, 0.05081226237651281] User Vector: [2.0615541723119066, -0.7291154003963306] Predicted: 3.7117900008137505 Movie Vector: [1.8642967619620867, -0.23620639953901337] User Vector: [1.937228502537434, -0.04387401232381539] Predicted: 3.621932146945539 Movie Vector: [1.6954858278649325, -0.421494204378385] User Vector: [1.8901452274462385, -0.35741071996630525] Predicted: 3.3553609927901404 Movie Vector: [2.0917104737666032, -0.7703000722163111] User Vector: [2.058781289849738, -0.3133333310837554] Predicted: 4.547735074735008 Movie Vector: [1.5730609203735069, -0.7325682233798281] User Vector: [2.1106684817380343, -0.31703530451097794] Predicted: 3.5524600942604745 Movie Vector: [1.7362927191275666, -0.8085242974155209] User Vector: [1.8456385922269192, -0.4376738058866362] Predicted: 3.558438756226121 Movie Vector: [1.8111647368362733, -0.6047156183080488] User Vector: [1.9766842896598391, 0.6924982608496528] Predicted: 3.161336367303212 Movie Vector: [1.3873274727962364, 0.2739085825389035] User Vector: [1.959953323751079, -0.03215126758054304] Predicted: 2.7102905833083524 Movie Vector: [1.864540460282928, 0.2962248442093128] User Vector: [1.9803639926959749, 0.06235526468320249] Predicted: 3.7109399690355023 Movie Vector: [2.170637226381793, -0.37347228019475387] User Vector: [1.3148876967327843, -0.6925350990771504] Predicted: 3.1127868456068386 Movie Vector: [1.4398335031414988, -0.6257668637465079] User Vector: [1.810263188126502, -0.4808388070234254] Predicted: 2.907370580006941 Movie Vector: [1.7124381548929724, -0.4538182089819387] User Vector: [1.851142747591401, 0.13155204694752273] Predicted: 3.1102667567952937 Movie Vector: [1.6096671516022416, 0.9998394669670457] User Vector: [1.6427925800605867, -0.13098138107655605] Predicted: 2.5133888987812307 Movie Vector: [1.7685017204813638, 0.8714954835099] User Vector: [1.8244824578215295, -0.16387811806905134] Predicted: 3.083781325902162 Movie Vector: [1.8060374317820815, -0.11507930573447808] User Vector: [1.47045551149133, -1.926974511159241] Predicted: 2.87745258443585 Movie Vector: [1.6674282178581306, -0.05244424881372827] User Vector: [1.8792651041632813, -0.3348807827246353] Predicted: 3.151102234610101 Movie Vector: [2.2405388009989586, -0.026503716503387034] User Vector: [1.8629345321787922, -0.40224307763423656] Predicted: 4.184638039562495 Movie Vector: [1.9033287347742998, -0.29478484762158724] User Vector: [1.8109437961183872, -0.27802384734672847] Predicted: 3.52877858168865 Movie Vector: [1.5955853218618774, -1.1553851344177342] User Vector: [1.6166293825940334, -0.32065300342411457] Predicted: 2.9499478272202895 Movie Vector: [1.828135204315271, -0.23357185463952915] User Vector: [1.647779008077144, -0.24790498543632292] Predicted: 3.0702664408202716 Movie Vector: [1.6432248763737667, -0.6725466308077095] User Vector: [2.095968181122112, -0.26289951793114] Predicted: 3.6209592403332906 Movie Vector: [1.6588689513620067, -0.3474057708386568] User Vector: [1.827986858782874, -0.6108897592218206] Predicted: 3.244617271232573 Movie Vector: [1.6214121033398932, -0.6356846241291204] User Vector: [1.4627523792915695, -0.9133326500590807] Predicted: 2.952315934330237 Movie Vector: [2.051471166119965, 0.05380250145235993] User Vector: [2.250950633761777, -0.12955836464331008] Predicted: 4.61078975741986 Movie Vector: [1.7091169868686475, -0.13754262080582313] User Vector: [1.7184190047381416, -0.4005335787548078] Predicted: 2.9920695496985443 Movie Vector: [1.7354345650772867, -0.3135914040954563] User Vector: [2.162592605219035, -0.7321116132708188] Predicted: 3.982621866037838
avg loss: 0.9538736059518353: 59%|██████████████████████████▌ | 41411/70000 [00:57<00:39, 729.39it/s]
Movie Vector: [1.5127763208933585, -0.4610532006188991] User Vector: [1.577527339381201, -0.29488763513662297] Predicted: 2.5224048925804596 Movie Vector: [1.9652643723989018, -0.5432797713444181] User Vector: [1.6601394594585874, -0.029034805476276473] Predicted: 3.278386955367714 Movie Vector: [1.9485408565009243, 0.009479292255446681] User Vector: [1.942716370698967, -0.416505253624917] Predicted: 3.7815140458750927 Movie Vector: [2.021847181408086, -0.7312909368141837] User Vector: [2.093728494254447, -0.7165475903158249] Predicted: 4.757203813336156 Movie Vector: [1.7733822199980238, -0.16027479571797623] User Vector: [2.03860064434745, -0.5525042133054506] Predicted: 3.7037706362831346 Movie Vector: [1.645995197659554, -0.7171882733390872] User Vector: [1.7605402463713955, 0.09301310047525008] Predicted: 2.8311328858859253 Movie Vector: [1.8422696943557708, -0.6226353855722437] User Vector: [1.5777177670683777, -0.9445603372512488] Predicted: 3.4946983182974094 Movie Vector: [1.9160985329799054, 0.18042048152280332] User Vector: [2.018247685324226, 0.02703369930731156] Predicted: 3.8720388620862067 Movie Vector: [1.1168012726940046, -0.3564190633682545] User Vector: [1.6540690501626918, -0.17768790757688174] Predicted: 1.9105977779358747 Movie Vector: [2.179061213411422, 0.062344783855303315] User Vector: [1.851776894659726, -0.37846447392901483] Predicted: 4.011539921220441 Movie Vector: [1.476663978542095, -0.6483854211550069] User Vector: [0.9261003934176395, -0.14447278015606727] Predicted: 1.4612131358804172 Movie Vector: [1.9544196980131514, 0.6393365745871854] User Vector: [1.5834895412338972, -0.2677447649363565] Predicted: 2.9236241301072754 Movie Vector: [1.9895717582156656, -0.3156723437156485] User Vector: [1.7333481470072045, -0.14380100696772383] Predicted: 3.4940145213391616 Movie Vector: [1.8155228550408962, -0.5845693164780639] User Vector: [2.263845293880872, -0.8041661816105431] Predicted: 4.580153746436347 Movie Vector: [2.015952219052258, -0.3921367104676026] User Vector: [2.0327094597692295, -0.43045632574770104] Predicted: 4.266642873688969 Movie Vector: [2.1444820966237215, -0.013530499911638742] User Vector: [1.7172546822239743, -0.3774619313010776] Predicted: 3.687729170000687 Movie Vector: [2.3143926084435447, -0.3210694523380308] User Vector: [1.8472875163131746, -0.18222356269778414] Predicted: 4.333854992903707 Movie Vector: [1.6226102437905836, -0.5570567315462817] User Vector: [1.8270825846383016, -0.3218464014997302] Predicted: 3.143929622564856 Movie Vector: [1.464763645465612, -0.24361156255856536] User Vector: [2.083736461068664, -0.47264072246232475] Predicted: 3.167322159832406 Movie Vector: [1.9613586703384078, -0.29977103058893323] User Vector: [1.6139191230413676, -0.16693162462399766] Predicted: 3.2155155303535667 Movie Vector: [2.0545078099166902, 0.18976487316478116] User Vector: [2.048861489890971, -0.019045133768853535] Predicted: 4.205787835024493 Movie Vector: [1.3723386120057148, -0.08563362179531105] User Vector: [1.7020099364031525, -0.04060952461330455] Predicted: 2.3392114944154603 Movie Vector: [1.9765698329237156, -0.7859531546286057] User Vector: [1.8610207053674754, -0.711285368714807] Predicted: 4.23747436405834 Movie Vector: [1.9139972353616754, 0.627754503017961] User Vector: [1.7034619437003096, -0.2524945277099283] Predicted: 3.101916874028918 Movie Vector: [1.785294903248364, -0.2729513669430259] User Vector: [1.7310335380351065, 0.14156424333904039] Predicted: 3.0517651990764123 Movie Vector: [1.4963966864888762, -0.041235782743916975] User Vector: [1.4786874020517056, -0.5202700982953381] Predicted: 2.2341566735244798 Movie Vector: [2.0103022646906825, -0.5499698117662941] User Vector: [2.0730973092371636, -0.7118592511116039] Predicted: 4.559053314021574 Movie Vector: [2.1185186188873937, 0.054393088833821775] User Vector: [1.731270852729684, -0.36294426756171017] Predicted: 3.6479878760576803 Movie Vector: [1.2311687621602654, 1.124104220896026] User Vector: [1.6701271760537952, -0.2331567966724863] Predicted: 1.7941158687222325 Movie Vector: [1.8388729950409954, -0.5728150481166723] User Vector: [2.096806627216757, -0.16535760785901416] Predicted: 3.9504804087141054 Movie Vector: [1.822151008446115, -0.7590116891953383] User Vector: [1.5718784245006023, -0.28824822316970145] Predicted: 3.0829836271340527 Movie Vector: [1.8192259896243392, -0.6088394012923152] User Vector: [1.9581608139650186, -0.06807522069312978] Predicted: 3.60378392123876 Movie Vector: [1.7594522238068238, -0.1097036803980952] User Vector: [1.9299247288009014, 1.1915799233099311] Predicted: 3.264889652792948 Movie Vector: [1.8404915122029937, -0.9786923603442601] User Vector: [1.9919443266274677, -0.5067889705454129] Predicted: 4.16214711971829 Movie Vector: [2.0594384128363323, -0.34627471932554066] User Vector: [2.382286534780654, -0.36675863558533095] Predicted: 5.033171643707565 Movie Vector: [2.1944136872097295, -0.26824428432787095] User Vector: [2.017046302105803, -0.24278124960916941] Predicted: 4.491358695626384 Movie Vector: [2.101439177232293, -0.3151466125551065] User Vector: [2.0801761508229744, -1.4584477389771817] Predicted: 4.830988523410982 Movie Vector: [1.8563296987902058, -0.48238543571110726] User Vector: [1.990213616735843, 0.314638170244436] Predicted: 3.5427157728387058 Movie Vector: [2.0370117501165503, -0.2747558161267097] User Vector: [1.6285047748018338, -0.44617440090544347] Predicted: 3.439872373047863 Movie Vector: [1.581596356102443, -0.4739177494138421] User Vector: [1.802721344281132, -1.2679331973358792] Predicted: 3.452073556471653 Movie Vector: [1.9504954664804932, 0.6134664633882594] User Vector: [2.290893141315993, -0.5645811019387302] Predicted: 4.1220251144259015 Movie Vector: [2.2325467922782383, -0.1779803134907234] User Vector: [1.536924342294289, -0.11470031187424672] Predicted: 3.451669907828318 Movie Vector: [1.9531097443065182, -0.31624843654032814] User Vector: [2.3331626352380215, 1.1194037120728637] Predicted: 4.202913004134771 Movie Vector: [1.2787374800404412, 0.29446968093452713] User Vector: [1.9121260563212812, -0.20944455936108053] Predicted: 2.3834321822114117 Movie Vector: [1.3902663891237665, 0.22379292909672685] User Vector: [0.949590296846454, -0.15478691468423483] Predicted: 1.2855432561206552 Movie Vector: [1.8646001817422635, -0.4039386487829697] User Vector: [1.4485609640805368, -0.9981088787580732] Predicted: 3.1041617887131383 Movie Vector: [1.3040437576707458, -0.6731033698736917] User Vector: [1.9132296211688624, -0.18211725711261234] Predicted: 2.6175188839506736 Movie Vector: [1.5255015123785756, -0.6174555975119299] User Vector: [1.6696660290530303, -0.5527792364233394] Predicted: 2.8883946862054897 Movie Vector: [1.9785560392978874, -0.05090144950054344] User Vector: [1.9086116165008304, -0.40412480889362545] Predicted: 3.7968655790536374 Movie Vector: [1.16848205272888, -0.7351812022103201] User Vector: [1.7142631454584323, -0.03954891324887705] Predicted: 2.0321613367111566 Movie Vector: [1.9711431792193055, -0.05027262294342313] User Vector: [1.7067146647676705, -0.1585828103365387] Predicted: 3.3721513441597146 Movie Vector: [2.03582037495413, -0.309083391706488] User Vector: [1.5945877294857647, -0.780243525233848] Predicted: 3.4874545044752687 Movie Vector: [1.6800002633078555, -0.6355146303310679] User Vector: [1.7088679019716808, -0.3595789628023515] Predicted: 3.0994162168909316 Movie Vector: [2.009879470459739, 0.5988315221945916] User Vector: [1.8598958404966182, -0.2214722157245615] Predicted: 3.605541922941466 Movie Vector: [2.2611853769322923, -0.1445840021433724] User Vector: [1.8805560014967324, -0.6990119552508567] Predicted: 4.353351677122906 Movie Vector: [0.9352778706231492, 0.6488861720714385] User Vector: [1.6606283046702432, -0.1351329485762721] Predicted: 1.4654630029661315 Movie Vector: [1.8628702854096704, -0.6854085439360256] User Vector: [1.8833032535553893, -0.21449811752681475] Predicted: 3.6553685118747614 Movie Vector: [0.8952755433720585, 1.1704085068007757] User Vector: [1.7030024131252295, -0.10573422773197778] Predicted: 1.4009041711770995 Movie Vector: [1.9344219395034359, -1.139508253748365] User Vector: [2.0192912300883457, -0.37775184954018093] Predicted: 4.336612608149523 Movie Vector: [1.9739721431300155, -1.1469069698656917] User Vector: [1.950071946046186, -0.6693402573364484] Predicted: 4.617058704945378 Movie Vector: [1.994604881342779, -0.6087156962196237] User Vector: [1.947697544743804, -0.7027416712699486] Predicted: 4.312656915814966 Movie Vector: [1.7846131887875176, 0.5117194368198178] User Vector: [1.8878373218296998, 0.06461137025886743] Predicted: 3.402122276823612 Movie Vector: [1.6877477521741322, 0.040892291650648525] User Vector: [2.2855145712561904, 0.38848714598680156] Predicted: 3.873258209875081 Movie Vector: [1.8601453863852666, -0.400869139864033] User Vector: [2.076358862207183, -0.4389468707735859] Predicted: 4.038289612547869 Movie Vector: [1.4913958397663696, -0.6506836093029353] User Vector: [2.1314539522354483, -0.3267150155744179] Predicted: 3.3914296625649607 Movie Vector: [2.0812073030730986, -0.35875915353933396] User Vector: [2.4848471456743155, 0.5131607658966862] Predicted: 4.987380904595038 Movie Vector: [1.7689145621940456, -1.1014291868002153] User Vector: [1.9265454133906792, -0.37615903519427557] Predicted: 3.8222067767165044 Movie Vector: [2.1465134668993424, -0.689841347971518] User Vector: [1.82312209299339, -1.28379381218035] Predicted: 4.798970178324013 Movie Vector: [1.4982656753022812, -0.6482475403244047] User Vector: [2.0770278489967913, -0.7286830258416827] Predicted: 3.5843065119768376 Movie Vector: [1.867905480293345, -0.483975463848337] User Vector: [1.9102756184734768, -0.7636755064025608] Predicted: 3.9378145040581596 Movie Vector: [2.267145195199771, 0.2687361552774869] User Vector: [1.7131536163799927, -0.03885082386028147] Predicted: 3.873527368981438 Movie Vector: [1.6458625323996385, -0.9262384800141101] User Vector: [2.063279649244589, -0.24880512907101357] Predicted: 3.6263275531247867 Movie Vector: [0.8472586778470079, -1.4068416350625512] User Vector: [1.735639014511249, -0.3821703411116673] Predicted: 2.0081883642164358 Movie Vector: [1.7599253222046771, -0.2781768065609312] User Vector: [1.762818151349808, 0.27280051712414183] Predicted: 3.0265415263207998 Movie Vector: [1.7361730129845436, -0.7412565356756932] User Vector: [0.8335547811633404, -0.2026758158058218] Predicted: 1.597430088989497 Movie Vector: [1.4137707622226896, -0.2772740327239754] User Vector: [2.1833374401608965, 0.19256243807866044] Predicted: 3.0333460732083757 Movie Vector: [1.8681087111837702, -0.5473310754180921] User Vector: [1.944563460060349, -0.10394245406267567] Predicted: 3.689546874352111 Movie Vector: [0.8973508062161888, -0.4444035661840766] User Vector: [2.177051505568845, -0.5053848110560085] Predicted: 2.1781737360249265 Movie Vector: [1.1665276808771425, -0.09212065314460698] User Vector: [1.5897930128281619, -0.2735541218955165] Predicted: 1.8797375407085355 Movie Vector: [1.9631867576325401, -0.07501519525324621] User Vector: [2.0047450129844187, -0.2527566073677033] Predicted: 3.954649448174122 Movie Vector: [1.280443106841223, -1.0969622636396705] User Vector: [1.6334060965172146, -0.6292808077880718] Predicted: 2.7817808763341003 Movie Vector: [1.9805174239770242, -0.36069549906124576] User Vector: [1.7650016801878283, -0.9203469254137288] Predicted: 3.8275815745323056 Movie Vector: [2.070961153000413, -0.427951554587792] User Vector: [1.8830063759989975, -0.177876895592894] Predicted: 3.9757557495402422 Movie Vector: [1.8770702480771264, -0.12214881572969684] User Vector: [1.9733630667922448, -0.6431329270223443] Predicted: 3.782699026722511 Movie Vector: [1.8525850700605688, 0.37550212308970404] User Vector: [1.9842510780503846, -0.20433039183163829] Predicted: 3.5992674265032 Movie Vector: [1.941391228979947, -0.12968349173559676] User Vector: [1.9852116798348958, -0.23888979763833984] Predicted: 3.8850526059977635 Movie Vector: [2.1130169717530203, -0.507552702100149] User Vector: [2.256261014674935, -1.0489240124606674] Predicted: 5.29990203353497 Movie Vector: [2.078686503087777, -0.046016330256455795] User Vector: [2.1151314342700758, -0.27348458837316947] Predicted: 4.409279921812528 Movie Vector: [2.149998558294905, -0.1261558560072289] User Vector: [2.099268892504332, -0.7190191598357206] Predicted: 4.604133569952331 Movie Vector: [1.4544697724980924, -0.24127666865657516] User Vector: [1.750921786291563, -0.6600387754343638] Predicted: 2.7059147690904117 Movie Vector: [1.774438191227575, -0.27253243114537923] User Vector: [1.891589009212507, -0.3381347796834752] Predicted: 3.448660473614946 Movie Vector: [1.4102970260823364, 0.22052785730284524] User Vector: [1.8649834474431233, -0.618637706033027] Predicted: 2.4937537618636094 Movie Vector: [1.857798100760191, -0.4003729184744204] User Vector: [1.3223681112888248, -1.4035000283380092] Predicted: 3.01861636808284 Movie Vector: [2.366503891538295, -0.30908412983876943] User Vector: [2.0892654747692374, -0.43339314365658343] Predicted: 5.078209819183188 Movie Vector: [1.9554434077806604, 0.4333970753522797] User Vector: [1.8730511133300305, -0.5240446198824997] Predicted: 3.4355260463862622 Movie Vector: [2.17004412132473, 0.055190542790127285] User Vector: [1.6737267134455742, 0.6613962655245601] Predicted: 3.668563634110393 Movie Vector: [1.54907679492612, -0.6845321768335284] User Vector: [1.9472129987529994, -0.6521241458433198] Predicted: 3.462782432266608 Movie Vector: [1.5621159624230305, -0.38379672623896044] User Vector: [1.647213648757055, -1.1584623946918349] Predicted: 3.0177528087981513 Movie Vector: [1.7537712345638796, -1.3580130143751996] User Vector: [2.0964216241952855, -0.2413551649258539] Predicted: 4.004407395087362 Movie Vector: [1.9036215564407735, -0.3823205036375305] User Vector: [1.9921434492647003, -1.0290064287895344] Predicted: 4.185697469643632 Movie Vector: [1.952739964922006, -0.24004053689998417] User Vector: [1.749481722068936, -0.7017482342035634] Predicted: 3.584730899491424 Movie Vector: [1.153438941241471, -1.4555327165428353] User Vector: [2.557075178164874, -0.5132289701512951] Predicted: 3.6964516433101346 Movie Vector: [1.9176165573025066, -1.2967921598217027] User Vector: [2.03224830399858, -0.3603306092857247] Predicted: 4.36434690536312 Movie Vector: [2.119201165776105, -0.7744839795325484] User Vector: [1.7334117684048722, -0.44828137176247] Predicted: 4.020634981126532 Movie Vector: [1.4681289437277338, 0.39693557112855354] User Vector: [2.068411451258997, -0.3551678950788249] Predicted: 2.8957159478515813 Movie Vector: [1.2162313514521526, -1.0461331094639428] User Vector: [1.9175884880828453, -1.435209594747753] Predicted: 3.833651514476041 Movie Vector: [2.1777927345028956, -0.34638881708062674] User Vector: [1.734309807834826, 0.05573870685214912] Predicted: 3.7576600341476776 Movie Vector: [1.9135650764135979, 0.41075234770685576] User Vector: [2.107735369033794, -0.36301600159290737] Predicted: 3.8841791175953526 Movie Vector: [2.012324362673822, -0.3200258905205962] User Vector: [1.7535222039873586, -0.6523396616989106] Predicted: 3.7374210327303556 Movie Vector: [1.3816105765733444, -0.3056486937663117] User Vector: [1.8108041543331328, -0.24490472678626457] Predicted: 2.576680981569024 Movie Vector: [1.6210485297300514, -0.816369659696247] User Vector: [2.0069703736684614, 0.18602900245525406] Predicted: 3.1015279400190034 Movie Vector: [1.93694622905692, 0.13687967463984213] User Vector: [2.0595717809741636, 0.09667218501184258] Predicted: 4.002512251861095 Movie Vector: [1.3668770443633906, -0.8083213213512553] User Vector: [2.030057764461924, -0.0002493859712578341] Predicted: 2.775040940972481 Movie Vector: [1.178239316448675, -0.5886344289894526] User Vector: [2.0816659139195033, 0.8343993481999565] Predicted: 1.961544439614169 Movie Vector: [1.6963001202337002, 0.04234600588230363] User Vector: [1.8620366881480417, -0.3733908708918438] Predicted: 3.1427614459698994 Movie Vector: [1.3871969048502812, -0.06757550304075603] User Vector: [1.414510076776702, 0.40974653784074316] Predicted: 1.9345151719703784 Movie Vector: [1.768561876836084, -0.34346935405050916] User Vector: [1.8201078888591995, -0.16603385082792899] Predicted: 3.276000963459376 Movie Vector: [1.6500980687710345, -0.45409299338502435] User Vector: [1.9296367870828135, -0.34931861152627863] Predicted: 3.342713069747963 Movie Vector: [1.8811730149159116, -0.4069474224328862] User Vector: [1.7631013958100827, -0.20156375344019647] Predicted: 3.398724618276891 Movie Vector: [1.6507250112627245, 0.5071371041625976] User Vector: [1.5571925937087483, -0.23633900704024416] Predicted: 2.4506404821570515 Movie Vector: [1.205625736391062, -1.050977536238264] User Vector: [2.213955916341874, -0.13052859925863666] Predicted: 2.8063848576344936 Movie Vector: [2.008769219189797, -0.37371877899168987] User Vector: [1.8948954382606353, 0.5408553022922137] Predicted: 3.604279846777297 Movie Vector: [1.9409221929979263, -0.17826807366845226] User Vector: [1.2887159525850123, -0.6983523228243169] Predicted: 2.6257913161744937 Movie Vector: [1.8382822047625322, -0.16496227018679002] User Vector: [1.9688540602094033, -0.7788532168433512] Predicted: 3.747790777450169 Movie Vector: [1.854823953620315, -0.3043113568027952] User Vector: [2.1402080260937884, -0.33077441940861363] Predicted: 4.070367524895103 Movie Vector: [1.8021228177741755, -0.7847386222174175] User Vector: [2.143389802514551, 0.2731478442539] Predicted: 3.6483020075344923 Movie Vector: [1.8702465284071579, -0.35600451272255124] User Vector: [1.9929502475376941, -0.5208644875179309] Predicted: 3.912738389818861 Movie Vector: [1.4614875962971992, -1.4148040463592833] User Vector: [1.7334715859908159, -0.05755656935796157] Predicted: 2.614878488681414 Movie Vector: [1.4870190881978174, 0.28939112445772397] User Vector: [1.9956108950267488, -0.5420955066475578] Predicted: 2.8106338652880902 Movie Vector: [2.0463536308429138, -0.06525674760818753] User Vector: [1.2549313397500212, -1.228863504788579] Predicted: 2.6482249391329193 Movie Vector: [1.6016650927401441, -0.7623673670301354] User Vector: [1.5594208613375131, 0.06856919952532389] Predicted: 2.445395038393578 Movie Vector: [2.0225906809691065, 0.003042368624827936] User Vector: [2.071006363793597, 0.16341466288245327] Predicted: 4.189295339279835 Movie Vector: [1.5373254338980604, 0.361910261425155] User Vector: [2.0116513533304006, 0.12877540823301964] Predicted: 3.139167931269022 Movie Vector: [1.9367934644802511, 0.13687250417578964] User Vector: [2.1740200086141845, 0.31194044228872847] Predicted: 4.253323813823013 Movie Vector: [1.4034008075660358, -0.8542194613650274] User Vector: [1.665918586671752, -0.11661673798859327] Predicted: 2.4375677769851687 Movie Vector: [1.8266505096196952, -0.3704242925617623] User Vector: [2.3414534352267085, -0.5486789656731971] Predicted: 4.480261128410666 Movie Vector: [2.325123667060877, -0.05069282795844228] User Vector: [2.1254268416678763, -0.11282097242032856] Predicted: 4.947599466313438 Movie Vector: [1.9766256091308914, -0.6022286603672161] User Vector: [1.8765532899511606, -0.3912750783283391] Predicted: 3.944880356073044 Movie Vector: [2.3196662403667765, -0.1997163885212896] User Vector: [1.8618000667483179, -0.004598525323807438] Predicted: 4.319673162018878 Movie Vector: [2.147695447152953, -0.44725214638265337] User Vector: [1.7816527017714536, -0.6350691447087269] Predicted: 4.110483434074683 Movie Vector: [2.032926153056455, -0.3907537305159289] User Vector: [1.3101598903863831, -0.7003218863119763] Predicted: 2.9371116954904135 Movie Vector: [1.1870135283548648, -0.21179624715471937] User Vector: [2.0330766624403203, -0.7356002466074459] Predicted: 2.5690868741367603 Movie Vector: [1.943862957128192, -0.20188100722875052] User Vector: [1.98519702561025, -0.023976742462201946] Predicted: 3.8637914096031656 Movie Vector: [1.922374833240301, -0.28656315736146576] User Vector: [1.7686503565966083, -0.6443619419848838] Predicted: 3.5846593269015576 Movie Vector: [2.0599644493077025, -0.4014569518984027] User Vector: [1.889731292415369, -0.37094314520409205] Predicted: 4.041696985521201 Movie Vector: [1.996281824880909, -0.31348925526554383] User Vector: [1.8927454647223794, 0.4189664794699411] Predicted: 3.6471118807207974 Movie Vector: [2.0499900129201722, -0.5636134954134572] User Vector: [1.8594444742889924, -0.8177120696452795] Predicted: 4.272716159686583 Movie Vector: [1.7214648392733034, -0.4885496783474608] User Vector: [2.1612421089264067, -0.4691830835336338] Predicted: 3.9497215442201186 Movie Vector: [1.898689883646497, -0.2445136447314376] User Vector: [2.3435312663056735, -0.17134405069017353] Predicted: 4.491535065681149 Movie Vector: [2.2297354317820055, -0.18525400775691228] User Vector: [2.032843786689449, -0.8577700137231891] Predicted: 4.691609151235288 Movie Vector: [2.04829446644052, -0.31114132208422] User Vector: [1.6979611703840822, -0.254316513802598] Predicted: 3.5570528458609743
avg loss: 0.9364361598350164: 20%|█████████ | 14151/70000 [00:19<01:20, 697.35it/s]
Movie Vector: [2.2239003449603665, 0.47013292964814263] User Vector: [2.098623541520587, -0.24524001116806482] Predicted: 4.551834213012194 Movie Vector: [2.0634394816348007, 0.03795383109381121] User Vector: [1.7685855382538966, -0.1803786019334258] Predicted: 3.642523167290707 Movie Vector: [2.115855444575473, -0.5906778074213738] User Vector: [1.7545768231820964, -1.7885195492747092] Predicted: 4.768869730151625 Movie Vector: [2.142879015575237, -0.02836929987520134] User Vector: [2.0008328737760803, -0.7712285773662071] Predicted: 4.309421993671486 Movie Vector: [1.5853952116519265, -0.14921349020771027] User Vector: [2.106111240712682, -0.348148829770993] Predicted: 3.3909671782340443 Movie Vector: [2.142327802374035, -0.24792175368258584] User Vector: [2.018163636105541, 0.023671769613115186] Predicted: 4.317699320733922 Movie Vector: [1.495193713068675, -0.5766575878212702] User Vector: [1.669240155336137, -0.5497641282761484] Predicted: 2.8128630419427574 Movie Vector: [1.7695696785370594, -0.3783941719772643] User Vector: [2.288900509587722, 0.3916603095444975] Predicted: 3.902166960428008 Movie Vector: [2.042855580286173, -0.19692113100290817] User Vector: [1.9453308919551286, -0.7616401909753542] Predicted: 4.124013115957751 Movie Vector: [1.85459099935297, -0.8222015328902428] User Vector: [1.5946504467342486, -0.1474057931913602] Predicted: 3.0786216347463684 Movie Vector: [2.0716638768527242, -0.2487505963665848] User Vector: [1.589919785565523, -1.021006127838281] Predicted: 3.547755270043233 Movie Vector: [1.8088864230895871, -0.8179767077378866] User Vector: [1.9585807922960308, -0.29640829064148616] Predicted: 3.7853052814334744 Movie Vector: [2.3575217019862196, -0.36686467906811077] User Vector: [1.8673622627890307, 0.08941250648943154] Predicted: 4.369544769497313 Movie Vector: [1.9548736015976242, -0.39128827672606586] User Vector: [1.7370168122491711, -0.3781602964328856] Predicted: 3.5436180025146036 Movie Vector: [1.468096485250446, -0.7114199570722797] User Vector: [1.7560459458361304, -0.5088319559589631] Predicted: 2.9400380892856477 Movie Vector: [1.6763689447937997, -0.6144167707851266] User Vector: [1.4688461669989852, -0.08744722479488613] Predicted: 2.516057140509101 Movie Vector: [1.7848186319795776, -0.7188615116838424] User Vector: [1.7800623488701084, -0.6446034391785578] Predicted: 3.6404690490732023 Movie Vector: [2.2276673321402427, -0.4614236811454299] User Vector: [1.9656390407850404, -0.5520131524539851] Predicted: 4.633501818782328 Movie Vector: [2.118121513603411, -0.10938448556419264] User Vector: [1.9443518544625478, -0.5095404347575423] Predicted: 4.174109311281919 Movie Vector: [2.0626346133576416, -0.4192551465356008] User Vector: [2.047911604777523, 0.9118529575254203] Predicted: 3.8417943157846732 Movie Vector: [2.1264680668435063, -0.20682507974522202] User Vector: [1.942849110308069, -0.7206904804859792] Predicted: 4.2804634578635605 Movie Vector: [2.0665244737206554, -0.101781341079826] User Vector: [1.6692198540151106, -0.624819716066393] Predicted: 3.5130786689769993 Movie Vector: [1.8154367427794789, -0.3837029532336433] User Vector: [1.8324845113971295, -0.33696159305838347] Predicted: 3.4560528709474645 Movie Vector: [2.0514194128348766, -0.056933038986338995] User Vector: [1.9908353203265075, -0.5119409438728668] Predicted: 4.113184577591355 Movie Vector: [1.4961029236180385, -0.4497299965097518] User Vector: [1.6606567512897854, -0.7208767512092897] Predicted: 2.8087133195359972 Movie Vector: [1.8975990378554057, -0.6196815571443498] User Vector: [1.9950812452384246, -0.2828042227568476] Predicted: 3.96111281253276 Movie Vector: [1.6815076230699577, 0.3578649871913925] User Vector: [1.6206428285184284, 0.002469384649874216] Predicted: 2.7260069767334936 Movie Vector: [1.6577479079005177, -0.24546544926994895] User Vector: [1.9262609749402537, -0.10479991850945279] Predicted: 3.218979860357994 Movie Vector: [1.9409659335499436, -0.5099955072876307] User Vector: [2.2581353571222755, 1.1439311860541885] Predicted: 3.799564035985126 Movie Vector: [1.957174918007757, -0.7518079501844538] User Vector: [1.807305883404471, 0.06872043040508473] Predicted: 3.485549178248442 Movie Vector: [2.0192942156962634, 0.1835230156908968] User Vector: [1.691499212478663, 0.46118537494452017] Predicted: 3.5002727064153043 Movie Vector: [2.192400931415352, -0.24805809036924495] User Vector: [1.978223653317896, -0.7078519982827736] Predicted: 4.512647795040115 Movie Vector: [1.6731095123154494, -0.6565016918441007] User Vector: [1.8516321458941256, -0.04984504089571942] Predicted: 3.130706710282608 Movie Vector: [1.5023020088268768, -0.9054175850451066] User Vector: [2.1687722711918895, -0.43877220539337203] Predicted: 3.655423010291786 Movie Vector: [1.6724722506043337, -0.3505794078116784] User Vector: [2.090143686558123, 0.17631203637300064] Predicted: 3.4338959462425853 Movie Vector: [1.7914714587443359, -0.4502495869489771] User Vector: [2.070860909753114, 0.18035404333055835] Predicted: 3.6286838813378717 Movie Vector: [1.8849293675450038, 0.33017373725489785] User Vector: [1.830866229020761, -0.10863500209833878] Predicted: 3.415185098488107 Movie Vector: [1.6554809928849126, 0.42515529320338924] User Vector: [1.8548867546580445, -0.6704665600601476] Predicted: 2.785677359364933 Movie Vector: [1.7117097581099439, -0.9078347047740208] User Vector: [1.7448983117970354, 0.07244403917026106] Predicted: 2.9209922542997813 Movie Vector: [2.0553121294845815, 1.2867232163043523] User Vector: [1.5785254253867238, -0.18361991205620848] Predicted: 3.0080944496786555 Movie Vector: [1.548185458019784, -0.17628278706155878] User Vector: [2.1001446867585924, -1.1330032282224383] Predicted: 3.451142430597962 Movie Vector: [2.068404089530758, 0.08731256679508756] User Vector: [2.045438138458471, -0.8718561811436735] Predicted: 4.154668609417865 Movie Vector: [1.4543250006896749, -0.46084575911818104] User Vector: [1.4852610567845383, -0.12524685877997974] Predicted: 2.217771771144148 Movie Vector: [2.061009573108931, 0.5376849648717181] User Vector: [1.6959575766902564, -0.6261366137397106] Predicted: 3.1587205579817095 Movie Vector: [2.112887907537846, -0.2196065789606135] User Vector: [1.8463143166069176, -0.06660695629463784] Predicted: 3.9156825188796027 Movie Vector: [2.278197387309468, -0.19496945579162342] User Vector: [1.8350578451871042, 0.13375502428949532] Predicted: 4.154545844171885 Movie Vector: [2.098921889654021, 0.5236879817945252] User Vector: [1.9846655815540295, -0.5117697151246785] Predicted: 3.8976503835094776 Movie Vector: [1.2116252083737218, -0.5668039850742508] User Vector: [2.078284885355644, -0.41109925366420774] Predicted: 2.7511150525169117 Movie Vector: [2.3761472605395846, -0.3945971536117916] User Vector: [1.7019515497454774, -0.48157113740765334] Predicted: 4.23411411258147 Movie Vector: [1.9065059808958555, -0.3638602753393111] User Vector: [1.8086312342850637, -0.019725984198069285] Predicted: 3.4553437674411756 Movie Vector: [1.4363503758997958, -0.4194730902297361] User Vector: [1.7439036566385178, -0.9556851389943556] Predicted: 2.9057408712863606 Movie Vector: [1.0201170728908822, -0.14303646835167183] User Vector: [1.8867222225960325, 0.027359078803452938] Predicted: 1.920764205063443 Movie Vector: [1.8200598891227608, -0.8196676811102698] User Vector: [1.7006618282623307, -0.0387272927061261] Predicted: 3.1270498887905585 Movie Vector: [1.771910166064047, 0.0041499405813367595] User Vector: [1.6342512398682474, -0.4298511933465886] Predicted: 2.8939625289141158 Movie Vector: [1.9048768099315372, -0.03513203546051625] User Vector: [1.7094731998577268, -0.14584134240921154] Predicted: 3.2614595588215733 Movie Vector: [1.274926418395241, -1.336482897691419] User Vector: [1.7710003603569915, -0.41530886428846564] Predicted: 2.812948340787801 Movie Vector: [1.5642178937286897, -0.7392721009193629] User Vector: [1.7428800721395186, -0.05774036489466901] Predicted: 2.7689300363273173 Movie Vector: [1.9767677031154356, -0.14205831111687137] User Vector: [2.0614732792519606, -0.5163142482076638] Predicted: 4.148400529366701 Movie Vector: [1.385682264134627, -0.1387097798502381] User Vector: [1.8140079509169336, -0.01553680714641402] Predicted: 2.5157937516836464 Movie Vector: [1.7581196585570151, -0.3348057373912283] User Vector: [1.6652947585744444, -0.2591685047582204] Predicted: 3.0145585546858475 Movie Vector: [1.9624531442927928, 0.5318543438950227] User Vector: [1.7496872780576398, -0.6323694401993244] Predicted: 3.0973508666368392 Movie Vector: [0.9844273571867997, -1.2719020310604787] User Vector: [1.1941836805226906, -1.0036965489526637] Predicted: 2.452190763793844 Movie Vector: [2.096621505969486, -0.5582985000276625] User Vector: [1.8996347888083713, 0.651394443033039] Predicted: 3.6191426112317338 Movie Vector: [2.040523636605379, -0.43709621193949644] User Vector: [1.8949631493190988, -0.5971359243966314] Predicted: 4.127722947248547 Movie Vector: [1.7311566797875648, -0.5004358317785512] User Vector: [2.0483967868673525, 0.1388725058894521] Predicted: 3.4765990024448423 Movie Vector: [0.06703094668239579, -0.9263399944731959] User Vector: [1.8165539085297089, -0.2832807052547641] Predicted: 0.38417957512841383 Movie Vector: [2.4247662100876046, -0.13233949527232558] User Vector: [2.0566135119348403, -0.13605957001378455] Predicted: 5.004813005771796 Movie Vector: [1.9796650140270677, 0.11566648922307235] User Vector: [1.9668137045600713, -0.5125763242068633] Predicted: 3.8343443761466673 Movie Vector: [1.674426418213541, -0.380316349580902] User Vector: [1.7809683663988631, -0.08510239876565585] Predicted: 3.0144663163400023 Movie Vector: [1.9068155745591164, -0.27454761568326874] User Vector: [1.7617825760731871, 0.06839437415260477] Predicted: 3.3406169426934875 Movie Vector: [1.6264686355646087, -0.7554925209793482] User Vector: [2.2380739194875097, 0.9623898280963823] Predicted: 2.9130787167281684 Movie Vector: [1.9342147245699126, -0.46266099208104916] User Vector: [2.0056145545418165, 0.2712369058146118] Predicted: 3.753798467273325 Movie Vector: [1.8084601419084712, 0.23747706936469304] User Vector: [1.8188360777318349, -0.07749435684242317] Predicted: 3.2708894184879207 Movie Vector: [1.294929085391691, 0.08414922206167767] User Vector: [1.7773371858334448, -0.42195164676809693] Predicted: 2.2660187136607655 Movie Vector: [2.303511754126692, -0.18957279711201228] User Vector: [1.5617641386234906, -0.18234546151121106] Predicted: 3.63210978967212 Movie Vector: [1.2229407308702929, -2.582618580560057] User Vector: [1.9812016691128211, -0.48032715907908285] Predicted: 3.663394063011543 Movie Vector: [1.8887593198232273, 0.2131461189921153] User Vector: [2.027049068129921, -0.4317670731522417] Predicted: 3.7365783432183917 Movie Vector: [1.9288756180995754, -0.367550110954672] User Vector: [0.8847079657360047, -0.4045494183413523] Predicted: 1.855183807844666 Movie Vector: [1.5727309261091231, -0.1406001413538565] User Vector: [1.5203025233590082, -0.5835628033247856] Predicted: 2.4730758081647677 Movie Vector: [1.5652707662752148, -1.129839832903839] User Vector: [1.9726477165927925, -0.10446666335966177] Predicted: 3.2057584004165545 Movie Vector: [2.1039633192147913, -0.2705356576804587] User Vector: [1.75132363808084, -0.5157539343677178] Predicted: 3.8242505244313425 Movie Vector: [2.162787465735164, 0.07989736009297375] User Vector: [1.712114118271111, -0.39187065405363103] Predicted: 3.671629524148179 Movie Vector: [1.7231898050935073, -0.573454695967472] User Vector: [1.8651775263087436, -0.3267179734723897] Predicted: 3.4014128541694713 Movie Vector: [1.921619900901236, 0.18676911489350756] User Vector: [1.8087745011410665, 0.3248435054584926] Predicted: 3.536447811628766 Movie Vector: [1.9819345157501709, -0.35892318429173575] User Vector: [1.8580556591441746, -0.2073975394128862] Predicted: 3.756984428303118 Movie Vector: [2.2799668553524204, 0.07822710947007246] User Vector: [2.102450576537927, 0.8619840344300677] Predicted: 4.860948148945877 Movie Vector: [1.9812358020346157, 0.10973026386238256] User Vector: [2.2821297723808174, -0.5246307950387842] Predicted: 4.463869334360046 Movie Vector: [1.761973560474996, -0.29124601833229] User Vector: [1.6285067400860667, -0.7112124265173287] Predicted: 3.0765236064985944 Movie Vector: [1.148201671396778, -0.25948358682921774] User Vector: [1.8467973593091196, -0.3206012978470782] Predicted: 2.2036865893973494 Movie Vector: [1.5825672217790059, -0.336460567048381] User Vector: [1.7300481903348552, 0.09839736286944063] Predicted: 2.7048107256149114 Movie Vector: [1.8316351412154215, 0.13787037545987413] User Vector: [1.9159766376096803, 0.023257149408831494] Predicted: 3.512576611114777 Movie Vector: [2.015792603592662, -0.12930093005206839] User Vector: [1.9067113487765568, -0.10439624031774211] Predicted: 3.8570331650169947 Movie Vector: [1.8861065263050287, -0.35536189957990444] User Vector: [1.7516364767569566, -0.5422999632471184] Predicted: 3.496485735606851 Movie Vector: [1.775519960194809, -0.3773760022725571] User Vector: [2.018907272029433, -0.3149019060363034] Predicted: 3.7034465816786986 Movie Vector: [1.944560417218092, -0.35475145992213414] User Vector: [1.4478246238600907, -0.21036599633288494] Predicted: 2.8900100989490705 Movie Vector: [1.0902532439623605, -0.5337159676130925] User Vector: [1.8229272983941731, -0.19948493754292373] Predicted: 2.093920697046748 Movie Vector: [2.0881216713866224, -0.10986556969777597] User Vector: [1.9430566893959798, 0.6518126601752564] Predicted: 3.985727012614113 Movie Vector: [1.4247766686962124, 0.11534314103019519] User Vector: [1.7768714621261543, -0.5470544944528595] Predicted: 2.4685460188045925 Movie Vector: [1.640653967884106, 0.2049227268671518] User Vector: [1.7082866373301269, -0.7617157970661709] Predicted: 2.6466143715864834 Movie Vector: [1.658137371199145, -1.666380963402592] User Vector: [1.9836349169216665, -0.4216342787646701] Predicted: 3.991742522214754 Movie Vector: [1.0802334147965054, -1.3691371699946138] User Vector: [1.905559079005481, -0.37301194780425384] Predicted: 2.569153113601469 Movie Vector: [1.6847444135059582, -0.8591435934561799] User Vector: [2.082083877424937, 0.11465191949482047] Predicted: 3.4092767188310584 Movie Vector: [1.7060102855014554, -1.1671602850452016] User Vector: [1.9662691802982823, 0.05149263924205352] Predicted: 3.2943752821579 Movie Vector: [2.2318687628790674, 0.0585073651577745] User Vector: [2.076445681151239, -0.4017723378405538] Predicted: 4.610847612696268 Movie Vector: [1.501762752744617, -1.2713281087771817] User Vector: [1.7681837690892548, -0.42254646922356515] Predicted: 3.192587728014302 Movie Vector: [1.9953890022110403, -0.5570424048249852] User Vector: [1.929998307699695, -0.11132682501666932] Predicted: 3.9131111597987065 Movie Vector: [1.9322800301757042, -0.36910684264301663] User Vector: [1.8222353917695395, -0.6634573323027431] Predicted: 3.765955698950306 Movie Vector: [2.194578861346832, -0.45213139975827477] User Vector: [1.8925168245697834, 0.6314293442903722] Predicted: 3.867788384661622 Movie Vector: [1.9101785058753136, -0.5422438194334102] User Vector: [1.8927729640194457, -0.6142902687403163] Predicted: 3.9486293339343788 Movie Vector: [2.1023663675426505, -0.006321838667750036] User Vector: [1.951966972827969, -0.02964555144930413] Predicted: 4.103937128621039 Movie Vector: [1.7609927989132177, -0.6675054872050094] User Vector: [1.8756952411375991, -0.2862508600103154] Predicted: 3.4941598323731418 Movie Vector: [1.7363706067192193, 0.35794858229778226] User Vector: [2.1760564710550225, -0.12580286026485768] Predicted: 3.733409539420281 Movie Vector: [1.5116261760588587, -0.9574722013051983] User Vector: [1.9953789431791629, -0.18636701420595433] Predicted: 3.194708277008737 Movie Vector: [1.8539804473246257, -1.1117451991586007] User Vector: [2.0402697287909684, -0.4302751241882638] Predicted: 4.260976488080445 Movie Vector: [1.6448732309875869, -0.40936184153521205] User Vector: [2.0266980280391587, -0.3940277254241501] Predicted: 3.494961248912503 Movie Vector: [1.909542382258356, -0.3626175510754045] User Vector: [1.891540394592581, -0.006929809832771158] Predicted: 3.6144894218992056 Movie Vector: [1.5142885189522577, -0.5554880388180474] User Vector: [1.8103873296601167, -0.4880947191020087] Predicted: 3.0125795264323716 Movie Vector: [1.415886437262427, -0.7823586257212943] User Vector: [1.8073250020754832, -0.09421682736866657] Predicted: 2.6326783057439345 Movie Vector: [1.9619786238215424, -0.5566444703675204] User Vector: [1.6056359936185467, -0.3838046895009523] Predicted: 3.3638662552298793 Movie Vector: [1.7024978856782096, -0.021631804295011464] User Vector: [1.6503315970783596, -0.13683241159572065] Predicted: 2.812645986642703 Movie Vector: [1.9055967067221744, -0.6301325115613267] User Vector: [1.4535079072675086, -0.21140281322377746] Predicted: 2.9030116669314325 Movie Vector: [1.9939223583596295, -0.699686075421416] User Vector: [1.8901019551892153, -0.6978815134847289] Predicted: 4.257014525310315 Movie Vector: [1.6462429143298323, 0.3381920377615966] User Vector: [2.3805357628190627, -0.4965731129532681] Predicted: 3.751003058882359 Movie Vector: [1.9029479607960462, 0.21012389911536916] User Vector: [1.8684175467387167, 0.18263044305784842] Predicted: 3.593876381274475 Movie Vector: [1.3722688053376457, -0.7404993189942423] User Vector: [1.569506421685897, 0.22797651870405217] Predicted: 1.9849682454096405 Movie Vector: [1.8360454807018813, -0.6789593173565726] User Vector: [2.00650466338482, -0.7629374945974092] Predicted: 4.20203733973254 Movie Vector: [2.045431883522934, -0.05539335291781997] User Vector: [1.96486475047473, -0.8319506909351673] Predicted: 4.065081545664543 Movie Vector: [1.7545245063307608, -0.7078912793251108] User Vector: [2.1663747465642196, -1.0684367678183073] Predicted: 4.557294653191903 Movie Vector: [1.2832190624016686, -0.4879001966764458] User Vector: [1.6855928765510233, -0.5718137104294316] Predicted: 2.4419729324195436 Movie Vector: [1.2614376401530414, 0.31771525696940706] User Vector: [2.517260355761329, -0.5339984940987231] Predicted: 3.005707494048524 Movie Vector: [1.796384897293563, -0.7058579097498152] User Vector: [1.8880378966669973, -0.595652480810556] Predicted: 3.8120887781327295 Movie Vector: [2.0146992299439477, -0.5088336646289632] User Vector: [1.7804641394032443, -0.5549498780450349] Predicted: 3.869476910729581 Movie Vector: [1.2021355995860743, -0.3958678791678508] User Vector: [1.9069761643915597, -0.830382981492164] Predicted: 2.6211658845575796 Movie Vector: [1.884284696163372, -0.6216065220527078] User Vector: [2.0410814454551485, -1.0890722339906613] Predicted: 4.5229529349292585 Movie Vector: [0.9111657018720691, -0.4052677373537004] User Vector: [1.9157770182092262, -0.07748362368118071] Predicted: 1.776991924278227 Movie Vector: [2.029731206946081, -0.44152854849274037] User Vector: [1.1786195519618592, -1.2592594789204055] Predicted: 2.948279895637245 Movie Vector: [1.518529727548999, -0.6910575916024048] User Vector: [2.2517235985740736, -0.6622430874743308] Predicted: 3.876957335743691 Movie Vector: [1.8698902564490172, -0.3696864172378796] User Vector: [1.5414956654209513, -0.12384052047544268] Predicted: 2.9282098834524715 Movie Vector: [1.5961373463676651, -0.33568875937227494] User Vector: [1.7089698232669064, -0.5334462966267242] Predicted: 2.9068224842380173 Movie Vector: [1.7786727664765865, -0.5619600642589557] User Vector: [1.8715880114023853, -0.40671682145257193] Predicted: 3.557501237064179 Movie Vector: [1.566029016441682, -0.8096199293752637] User Vector: [2.2461834052295293, -0.6787518179956792] Predicted: 4.067119387788221 Movie Vector: [2.138601200161925, -0.3982786508846007] User Vector: [1.9603060119371616, -0.2536622089377177] Predicted: 4.293341032169573 Movie Vector: [1.7270945664241166, -0.6188723364276522] User Vector: [2.1251072673093283, -0.23964134681186994] Predicted: 3.818568614644475
avg loss: 0.9353080973165179: 20%|█████████▏ | 14301/70000 [00:19<01:17, 720.76it/s]
Movie Vector: [2.1143491054923786, 0.0677287693652261] User Vector: [1.9835062461723607, -0.7246448852092189] Predicted: 4.144745351031051 Movie Vector: [1.3992430665391828, -1.0961831090763305] User Vector: [2.0260772913158456, -0.20954302197815092] Predicted: 3.0646721234634446 Movie Vector: [1.8614282861086822, 0.08751046731754154] User Vector: [2.014556426487462, -0.05111070481228631] Predicted: 3.7454795945627355 Movie Vector: [2.0612322382816677, -0.3974775613511635] User Vector: [0.8921304008241138, -0.4059637743602625] Predicted: 2.0002494339594405 Movie Vector: [1.8153586163872144, -0.4197264692952424] User Vector: [1.8157298760544738, -0.7542332880183295] Predicted: 3.6127725505320525 Movie Vector: [1.4520638525147418, 0.1863703475176465] User Vector: [2.2061829722167534, -0.48908725987095075] Predicted: 3.1123671834008797 Movie Vector: [2.1482395392237152, -0.7460582598881386] User Vector: [2.158892124622237, 0.13895270528034873] Predicted: 4.534150609523976 Movie Vector: [1.8786568498345375, -0.36250439945205415] User Vector: [1.897563371837881, 0.136519144507047] Predicted: 3.5153816360051215 Movie Vector: [1.891407125000866, -0.6664896841798019] User Vector: [1.9204650536489627, 0.10599421597141569] Predicted: 3.5617372342591436 Movie Vector: [1.6185950236163602, -1.1531374273035415] User Vector: [1.9274079404982452, -0.5700248065350056] Predicted: 3.7770098398760927 Movie Vector: [1.9639578943827798, -0.5078924259471351] User Vector: [1.5908004727915166, -0.4083106391761574] Predicted: 3.331643027997962 Movie Vector: [1.6113024099623559, 0.21801042822179223] User Vector: [1.8233485312683844, 0.41734217821070013] Predicted: 3.0289508296207996 Movie Vector: [1.7462407820074075, -0.47553991205890805] User Vector: [2.023672732826382, -0.20765926320602063] Predicted: 3.6325701232610177 Movie Vector: [1.8387147737531813, 0.12207934532846522] User Vector: [2.076607471487568, -0.048193527725194356] Predicted: 3.812405402796669 Movie Vector: [1.246741619984618, -0.3534185161707276] User Vector: [2.080500834924494, -0.7618608157173433] Predicted: 2.8631027003325573 Movie Vector: [2.2059094385653353, -0.11786056762980968] User Vector: [1.8435619372665093, -0.2952072270778474] Predicted: 4.101523969347804 Movie Vector: [2.040017201583383, -0.1402713586159804] User Vector: [1.7777340812183537, -0.2653651765176731] Predicted: 3.663831239365976 Movie Vector: [1.9893082383880771, 0.17127789444341796] User Vector: [1.7407654857013948, 0.1675847320283023] Predicted: 3.491622681850079 Movie Vector: [1.840787944668725, 0.46640426676109104] User Vector: [1.8973481635223561, -0.2627989365591022] Predicted: 3.370045080939855 Movie Vector: [1.3250687028679082, 0.31693899244545853] User Vector: [1.6616435171718666, -0.021101024919255924] Predicted: 2.1951040823503187 Movie Vector: [2.13301748157519, -0.2881503239222263] User Vector: [1.704759834201226, 0.1659803027573884] Predicted: 3.5884552502341873 Movie Vector: [1.5221595414869125, -0.9094350346937626] User Vector: [2.4145754899285885, -0.72471798474717] Predicted: 4.334453046236973 Movie Vector: [2.2592799710463947, -0.3668087410720236] User Vector: [1.9226980857713956, -0.35956067464428115] Predicted: 4.475803273957833 Movie Vector: [1.0834863400377273, -0.2770274426968024] User Vector: [2.025607873579409, -0.5494249044651026] Predicted: 2.3469242375340595 Movie Vector: [1.3616893026747887, -0.842718256489801] User Vector: [1.57422290075601, -0.5891304096422153] Predicted: 2.640073435643944 Movie Vector: [1.908338387389123, -0.28100186954969586] User Vector: [1.422847797721356, -0.5106639832910695] Predicted: 2.858772605820223 Movie Vector: [1.703641707601763, 0.03423947085732797] User Vector: [1.7067397695885993, -0.17917531305602075] Predicted: 2.9015381875840265 Movie Vector: [2.184542169503426, -0.16562453475853756] User Vector: [1.578083356272149, -0.1838966683623551] Predicted: 3.4778474389091683 Movie Vector: [1.5514321186753675, -0.32992222578064573] User Vector: [1.755455952124257, -0.5111206479743285] Predicted: 2.892100808867557 Movie Vector: [2.1874257454274098, -0.12434405805651239] User Vector: [1.8442124320523825, 0.0930149569850203] Predicted: 4.02251189669721 Movie Vector: [1.1041154317143143, -1.269478454089147] User Vector: [1.7004292541432553, -1.4058859655922704] Predicted: 3.6622121222637327 Movie Vector: [2.1319392113071474, -0.45193977036210403] User Vector: [1.7122472802923214, -0.2269256768283034] Predicted: 3.7529638545842685 Movie Vector: [2.0381759612370454, 0.04975072711136371] User Vector: [1.8941338545948527, -0.3549230866464089] Predicted: 3.8429204081712256 Movie Vector: [1.901177899366348, -0.4400761431605651] User Vector: [1.8312244438715088, -0.40762877722383284] Predicted: 3.6608711415898654 Movie Vector: [1.9878111803754386, 0.42401707108544623] User Vector: [1.8212439875028705, -0.6424555059420064] Predicted: 3.3478770586175033 Movie Vector: [2.2064375457740444, -0.16817603923560048] User Vector: [1.5838663996470537, -1.2793704328048239] Predicted: 3.709861743775468 Movie Vector: [2.0558971545727704, -0.14264178430148736] User Vector: [1.934605290973192, -0.11261293265724145] Predicted: 3.993412822582864 Movie Vector: [2.0718350334325355, -0.30632742475719194] User Vector: [1.6735157732377293, -0.3932965481467784] Predicted: 3.5877261267555616 Movie Vector: [1.9146301629992653, 0.4877344972805154] User Vector: [1.8693327957754593, -0.7694876647345107] Predicted: 3.2037752761525957 Movie Vector: [1.2128059539834075, 0.13602945489176518] User Vector: [1.8646273978088854, -0.38346979833967176] Predicted: 2.2092680223876036 Movie Vector: [2.1863225610741623, -0.12439969841734093] User Vector: [1.9245694417956778, -0.22819919092756125] Predicted: 4.236117501482267 Movie Vector: [1.3728957047096209, -0.7404082595793676] User Vector: [2.718734495470712, 0.9066242398687886] Predicted: 3.0612668355439014 Movie Vector: [1.8805663234251577, -0.6578316765063176] User Vector: [1.6863271179242305, -0.4297292279085025] Predicted: 3.4539394866857283 Movie Vector: [1.941385069219733, -0.480997042125873] User Vector: [2.175627542645671, -0.014538317802855907] Predicted: 4.230723715336183 Movie Vector: [1.4876569808390079, -0.9942007071553195] User Vector: [2.06496686148628, -1.096951791903075] Predicted: 4.162552613916613 Movie Vector: [1.206311461227424, -0.7105490596403005] User Vector: [1.9650787676321202, -0.015632861741728052] Predicted: 2.3816049548193603 Movie Vector: [1.7542191202166257, 1.025265210898989] User Vector: [1.7136411690518687, -0.39651265346974673] Predicted: 2.5995714746573815 Movie Vector: [2.1430357613410154, -0.07242799062642391] User Vector: [1.6831429362371249, -0.6835126924764462] Predicted: 3.656540954688405 Movie Vector: [1.815314648863766, -0.1021434187578984] User Vector: [1.6646561864965645, 0.4587457536945751] Predicted: 2.975016901045874 Movie Vector: [2.068184935414876, -0.5255045343597025] User Vector: [2.0908593463326097, -0.2552644792995956] Predicted: 4.458426443489404 Movie Vector: [2.036868261971671, 0.15905020692400673] User Vector: [2.2029831573327296, 0.5574838231034674] Predicted: 4.575854392250575 Movie Vector: [1.937711503905826, -0.3607042511303723] User Vector: [1.8547045663789687, -0.10379173269700456] Predicted: 3.631320493835191 Movie Vector: [2.0239473395478074, -0.1320938972837214] User Vector: [1.9191914872908693, -0.7267050745411269] Predicted: 3.980335810257149 Movie Vector: [1.8397871008253437, -0.2292736077030841] User Vector: [2.228141909855484, -1.1979075281109668] Predicted: 4.37395532522515 Movie Vector: [1.598737678635412, 0.34810149727856754] User Vector: [2.088536696635701, 0.17591159703645923] Predicted: 3.400257400441288 Movie Vector: [2.206512714574665, -0.02852392757695129] User Vector: [1.7352357721790723, 0.2768027824225804] Predicted: 3.820924291578989 Movie Vector: [2.225387325230098, -0.12903166823903933] User Vector: [1.5972144502359769, -0.5219856745539605] Predicted: 3.62177347561408 Movie Vector: [1.4174719667081208, -0.5293855318584463] User Vector: [1.9992761887356945, 0.05579470100971709] Predicted: 2.804381043770989 Movie Vector: [1.7779190165664036, -0.27286590544646155] User Vector: [1.9611095554493208, 1.2461328650555206] Predicted: 3.1466667996734654 Movie Vector: [1.7870776062160993, -0.17090067138013665] User Vector: [1.9528467381239074, -0.00842787584554043] Predicted: 3.4913290037137013 Movie Vector: [1.1829638888400003, -0.027290126218575426] User Vector: [1.9436968635952696, -0.28078053973887607] Predicted: 2.3069857368539655 Movie Vector: [2.017717547656375, 0.2620414562686929] User Vector: [1.769826291684138, -0.042495706185182384] Predicted: 3.559873928300764 Movie Vector: [1.7275132056995783, -0.4195137441190126] User Vector: [2.153694267468344, -0.36249816534477536] Predicted: 3.872608250671104 Movie Vector: [2.2838809985672004, -0.1481479863574331] User Vector: [1.7727371119093231, -0.316483964448359] Predicted: 4.0956070673920415 Movie Vector: [2.1016340725071823, 0.28710176037784146] User Vector: [1.9841180560050224, 0.14220580074111208] Predicted: 4.210717646105583 Movie Vector: [2.1375774386611823, 1.2328705475585515] User Vector: [2.0387378899221975, -0.9025990440744242] Predicted: 3.2451723391475342 Movie Vector: [2.043994125622927, -0.3984833664826901] User Vector: [1.8233498842300815, -0.2909449346966513] Predicted: 3.8428531693605383 Movie Vector: [2.1769737520116688, -0.09238322306381776] User Vector: [1.8170558154822454, -0.5242060293646469] Predicted: 4.004110658787199 Movie Vector: [1.6358946372507506, -0.7598662693523158] User Vector: [1.6454913708687497, -0.1892359866334492] Predicted: 2.8356445524369374 Movie Vector: [1.5382345717862669, -0.2660890074055257] User Vector: [1.9643288496763938, -0.4952665982885203] Predicted: 3.153383544469081 Movie Vector: [1.4737558837002491, 0.26430656623394144] User Vector: [1.61956415122186, -0.031165855382818953] Predicted: 2.3786048566732396 Movie Vector: [1.7346215833556555, -0.6369787085630754] User Vector: [1.6499193674724815, -1.2140652918584065] Predicted: 3.635319487333499 Movie Vector: [1.2974843548558666, -1.0306082371304834] User Vector: [2.3352284558446352, 0.017712969844689088] Predicted: 3.0116672538466576 Movie Vector: [2.0372276004877916, -0.12693836017309004] User Vector: [2.0309270803841626, 0.4216637025166557] Predicted: 4.083935403794725 Movie Vector: [2.317481417695669, 0.24551661167968242] User Vector: [2.1113910400366303, 0.8989500033331455] Predicted: 5.113816659661816 Movie Vector: [1.7742010283762446, -0.7660194762704933] User Vector: [2.065339461017985, 0.02291137345573711] Predicted: 3.646776837388946 Movie Vector: [1.7386288864414945, -0.4823314835901422] User Vector: [2.0803881254260386, -0.7921688664607224] Predicted: 3.999110874489503 Movie Vector: [1.4563030311583838, 0.03866287013867741] User Vector: [1.7539430418378286, -0.21472479730718094] Predicted: 2.545970691353744 Movie Vector: [1.572225336104861, -0.44374283018334937] User Vector: [2.26212896972401, -0.1103712594439333] Predicted: 3.6055529347734265 Movie Vector: [1.8530567064311991, -0.32856109632630004] User Vector: [1.7555221524183116, -0.3749786523641013] Predicted: 3.3762854949469934 Movie Vector: [1.9788186587945942, -0.38039385504290346] User Vector: [2.0380832329325087, -0.08084772392445909] Predicted: 4.0637511068783265 Movie Vector: [1.2251245299590168, -0.315056144447417] User Vector: [1.9333814005913865, 0.28846624546445815] Predicted: 2.2777499165317736 Movie Vector: [1.7650818488645315, -0.6589775426153942] User Vector: [1.5099741140334524, -0.2022879581932609] Predicted: 2.7985311225266294 Movie Vector: [1.777496754086537, -0.8761886870371245] User Vector: [1.7379332764412927, -0.7362460474896232] Predicted: 3.7342612153795836 Movie Vector: [2.2499232815212875, -0.12490844829463386] User Vector: [1.778239951094897, -0.11748564825781728] Predicted: 4.015578416120458 Movie Vector: [1.78976869072104, -0.8813874854977287] User Vector: [1.946630131369267, -0.4250672755064131] Predicted: 3.858666638664867 Movie Vector: [1.042921887053555, -0.6833086691008151] User Vector: [2.2774385809355318, -0.17639648226693572] Predicted: 2.495723788009741 Movie Vector: [2.063615554779727, -0.20781621240134646] User Vector: [2.226910640856236, -0.25731682850669213] Predicted: 4.648962046262806 Movie Vector: [1.5105775245736996, -0.27085633317862] User Vector: [2.016757224997387, -0.39825667791564245] Predicted: 3.1543384800468064 Movie Vector: [2.019707319615736, 0.020349974264299773] User Vector: [1.9752523868235983, -0.05529405067680878] Predicted: 3.9883064712478324 Movie Vector: [1.9463319011531854, -0.025168667219732304] User Vector: [1.9295153340361848, -0.006196661818257232] Predicted: 3.7556332101180483 Movie Vector: [2.037520591649452, -0.3866875809242898] User Vector: [1.303229153134672, -0.13524248387042578] Predicted: 2.707652824075818 Movie Vector: [2.2025302349650033, -0.5326581474665374] User Vector: [1.9415252193610306, 0.41531996945561467] Predicted: 4.055044432053644 Movie Vector: [0.9427405383983174, 1.0235253103011632] User Vector: [1.0940584704991425, -0.2675177423717636] Predicted: 0.7576020912454752 Movie Vector: [1.3430628344786033, -0.07626149663738394] User Vector: [2.243693218345692, -0.6762323486616446] Predicted: 3.064991464515335 Movie Vector: [1.8610848369191342, -0.24596000221830389] User Vector: [2.081967996463813, -0.2648694849301708] Predicted: 3.939866368270698 Movie Vector: [2.1322320956303678, 0.08689090844354071] User Vector: [1.742030455170304, -0.6141169247628588] Predicted: 3.6610520705965026 Movie Vector: [1.5575772969033503, -0.3563545458322501] User Vector: [2.21520995883562, -0.3469212093658031] Predicted: 3.5739876897596927 Movie Vector: [2.0790422803490567, -0.13297438322379834] User Vector: [1.5358542265460575, 0.2883023345252239] Predicted: 3.154769048326579 Movie Vector: [2.161015254504288, -0.5267945932216795] User Vector: [1.5346805841115236, -0.5722278638471516] Predicted: 3.617914697822025 Movie Vector: [2.0238734703475396, -0.3739129317292537] User Vector: [2.193785072699806, -0.26636679461306906] Predicted: 4.539541397370683 Movie Vector: [0.8076959058889613, 0.42049064776284506] User Vector: [1.7550548351179531, -0.1950526316479694] Predicted: 1.3355327975058944 Movie Vector: [2.0260197539891838, 0.3192902826668863] User Vector: [2.125714973402671, -0.0039012788776664423] Predicted: 4.305494887028791 Movie Vector: [1.4991963458624313, -0.5619065254236811] User Vector: [1.6631401855093788, 0.019389565458601217] Predicted: 2.4824785654163093 Movie Vector: [2.4175936540359553, -0.18333490075257775] User Vector: [1.8662095883413417, -0.16012724891465072] Predicted: 4.5410933711626305 Movie Vector: [1.9922098981271172, -0.5151438656494475] User Vector: [1.6600299588781386, -0.3688932027068729] Predicted: 3.497161185718803 Movie Vector: [1.8719536191648656, -0.6341580344557537] User Vector: [1.7312978290969245, -0.15131379489556085] Predicted: 3.336866095787273 Movie Vector: [1.783489232247094, -0.6429594808253627] User Vector: [1.8348511411701762, -0.542360735463263] Predicted: 3.6211532299468234 Movie Vector: [1.3456597956552876, -0.6941826407857402] User Vector: [1.4364347444278316, -0.694586196656429] Predicted: 2.4151221649071943 Movie Vector: [1.8942088564351334, -0.016448137442321265] User Vector: [1.9945608730497857, 0.90507474368017] Predicted: 3.7632280766502704 Movie Vector: [1.4406502869586084, -1.6973858241723239] User Vector: [1.9202490358689503, -0.7267740959580955] Predicted: 4.000023372411523 Movie Vector: [2.2349711676627955, -0.3622627908736619] User Vector: [1.8363020767603462, 0.29480342497146017] Predicted: 3.997285885189412 Movie Vector: [1.7453533403703003, -0.871688924040154] User Vector: [1.9596439876143101, -0.4348014296741675] Predicted: 3.7992827701230074 Movie Vector: [1.8013467234591207, -0.47949575434023056] User Vector: [1.7184936080342603, -0.0005842022262460868] Predicted: 3.0958829526051184 Movie Vector: [1.262229338755229, -0.30951999680533976] User Vector: [1.8769633761163471, -0.5804884409867986] Predicted: 2.5488310215028895 Movie Vector: [1.9101576863635177, -0.6354117307081655] User Vector: [1.8100710865755605, -0.1122775841579638] Predicted: 3.5288636929562145 Movie Vector: [1.9711790844044437, -0.2461688802772176] User Vector: [1.9158037934405407, 0.347631546366305] Predicted: 3.6908162989346542 Movie Vector: [2.1394446998063232, 0.21725647802658435] User Vector: [1.7885682985392655, -0.0248924202152982] Predicted: 3.8211349270059114 Movie Vector: [2.187895846567875, 0.013541261372211455] User Vector: [1.9689002700963654, -0.3010747486174792] Predicted: 4.303671791386603 Movie Vector: [2.165301640167275, -0.2694395854614372] User Vector: [1.892341078265341, 0.19544932417651503] Predicted: 4.044827455639014 Movie Vector: [2.3655596039206954, -0.3916013516213045] User Vector: [1.8599396393929837, -0.25761588728567064] Predicted: 4.500680806339058 Movie Vector: [1.9977487523117003, -0.17504369451102883] User Vector: [2.0825229246912187, -0.4141346292410461] Predicted: 4.232849229989704 Movie Vector: [2.0766717565025115, -0.0447344243785811] User Vector: [2.0444102207559145, -0.5542323173161251] Predicted: 4.270362227836016 Movie Vector: [1.9968086576451758, 0.17739235335057457] User Vector: [2.1334335968516913, -0.24262493272426028] Predicted: 4.217018868907063 Movie Vector: [1.849356147759948, -0.3602923793180367] User Vector: [1.9843445015352423, -0.5854778427973449] Predicted: 3.8807029082072972 Movie Vector: [1.9898234601059008, -0.031847983562276] User Vector: [2.3672237483235015, -1.042242465431656] Predicted: 4.743550670640904 Movie Vector: [1.6194789376341783, -0.15484766996306865] User Vector: [1.7705194470127126, -0.6559188886692366] Predicted: 2.968886464703997 Movie Vector: [2.195255703366067, -0.39390180113341666] User Vector: [2.2935007261354503, 0.39067662681495796] Predicted: 4.880932322759924 Movie Vector: [1.0121851014754915, -1.4007083131299567] User Vector: [1.7281285257826469, -0.7758504623218814]
avg loss: 0.9374590611735333: 21%|█████████▏ | 14385/70000 [00:20<01:20, 689.75it/s]
Predicted: 2.8359261395519795 Movie Vector: [1.8390235293674349, -0.4684672392305998] User Vector: [1.6869087026857625, -0.27336114431128244] Predicted: 3.2303255367222357 Movie Vector: [1.4195014886977124, 0.921279285834927] User Vector: [2.4010479011985795, -0.7166357418608683] Predicted: 2.7480694057205373 Movie Vector: [1.6950106653141803, 0.16855337270724108] User Vector: [1.8589655964686762, -0.772128613801238] Predicted: 3.0208216304465774 Movie Vector: [1.427864197711298, -0.529095511187509] User Vector: [2.117691984058759, 0.5508238053638396] Predicted: 2.7323381629444774 Movie Vector: [1.565011231796518, -0.635972295191235] User Vector: [1.6667283862951372, -1.2202378122539816] Predicted: 3.3844860870442712 Movie Vector: [1.93281807038917, -0.6368173402410515] User Vector: [1.6762009646430267, -0.2528431428483995] Predicted: 3.400806411792706 Movie Vector: [1.5861392471804239, -0.3036234610080872] User Vector: [1.5967436529672916, -0.23772510540397068] Predicted: 2.6048366949289257 Movie Vector: [2.2213258068050385, -0.2818075485919922] User Vector: [1.9172924472879223, -0.7661097232597616] Predicted: 4.474826695417374 Movie Vector: [2.2378727561295633, 0.03684669132144066] User Vector: [1.6047377143209032, -0.0338248606292897] Predicted: 3.589952477413777 Movie Vector: [1.0279234156637926, -1.2035718745543242] User Vector: [1.8312402866957194, -0.762405478374226] Predicted: 2.79998456117876 Movie Vector: [1.7213899391577747, -0.16994938510189622] User Vector: [1.733876517739799, -1.2534006066209615] Predicted: 3.197692255760783 Movie Vector: [1.4008364082078262, -0.9183370747379495] User Vector: [1.8284679613893398, -0.2524059777050408] Predicted: 2.7931782587677483 Movie Vector: [2.051421050423589, -0.7500904137470236] User Vector: [1.8603609213280943, -0.001008902109519848] Predicted: 3.8171403231986343 Movie Vector: [1.8372181331820472, 0.0996661712998174] User Vector: [1.7985733762805873, -0.15119321990039683] Predicted: 3.2893027714071885 Movie Vector: [1.802252204076799, -0.16198642833654894] User Vector: [1.738164369582765, -1.1695926766908942] Predicted: 3.32206870643404 Movie Vector: [1.4778741493116643, -0.5621551082727665] User Vector: [2.1413099693861093, 0.2565777182850487] Predicted: 3.020350174416171 Movie Vector: [1.8133731320494126, 0.12180801185239594] User Vector: [1.7129217278270907, -0.534277434336762] Predicted: 3.041086966491143 Movie Vector: [1.836033702078205, -0.09969159333396999] User Vector: [1.8993289607649582, 0.05056537087132282] Predicted: 3.4821910409079506 Movie Vector: [1.3541176484376316, -0.3098526845152733] User Vector: [1.6920624935445834, -0.461885341298962] Predicted: 2.4343680977078432 Movie Vector: [2.080139885793207, 0.42117822195671845] User Vector: [2.0155073846208778, -0.31280655684673053] Predicted: 4.0607899914315295 Movie Vector: [1.8230247215213073, -0.935449403410888] User Vector: [1.8308576842962254, -0.54384174202622] Predicted: 3.8464352531876376 Movie Vector: [1.783874651763148, -0.45953044243454994] User Vector: [1.8451699446565395, -0.18787145112818981] Predicted: 3.3778845435257696 Movie Vector: [1.9464542555223563, -0.5529335885870619] User Vector: [1.5989037217456028, -1.7450606984034285] Predicted: 4.077095627632714 Movie Vector: [2.041195626366671, 0.17234444123567252] User Vector: [1.9723505868673012, 0.1405982606137286] Predicted: 4.050184720239453 Movie Vector: [1.6621010820809685, -0.8603904699340109] User Vector: [1.9347370927872576, -0.08245410673053771] Predicted: 3.2866713431017645 Movie Vector: [1.284731285387936, -0.3164791735725579] User Vector: [2.065014669870648, -0.40132399586142087] Predicted: 2.7799996377129212 Movie Vector: [2.0151218516521707, 0.20649016089663447] User Vector: [2.1749780271824513, -0.2389342114141506] Predicted: 4.333508185680068 Movie Vector: [1.758333544657432, 0.36189372731540853] User Vector: [2.1835559194817344, -0.3974728366119269] Predicted: 3.6955766935119176 Movie Vector: [1.1759248260467519, -1.2109451405197496] User Vector: [2.0462409947008595, -0.28241384971269207] Predicted: 2.7482132646684 Movie Vector: [1.6088406272910192, -0.9191031638547341] User Vector: [2.1606232129127823, -0.19858911132336654] Predicted: 3.658622285726544 Movie Vector: [2.130980366406395, -1.008848540378925] User Vector: [1.724773811236904, -0.5120998603194982] Predicted: 4.1920903248493495 Movie Vector: [2.090524599028871, 0.2863055216827628] User Vector: [1.79595692883147, -0.2666181775171548] Predicted: 3.678157882114375 Movie Vector: [2.0652661823861003, -0.1657365202354498] User Vector: [1.7738903298143591, -0.7629539384445021] Predicted: 3.7900050402850454 Movie Vector: [1.3988076023978508, -0.09306255260501986] User Vector: [1.9110442984772384, -0.2557407627327896] Predicted: 2.696983181414097 Movie Vector: [1.5735710100891718, 0.013533926998876006] User Vector: [2.096073461462044, -0.46265189389202754] Predicted: 3.292058937016109 Movie Vector: [1.6974621529661644, -0.31547628597490396] User Vector: [1.1949489438952066, -0.1894289697459717] Predicted: 2.088140954820513 Movie Vector: [1.4147839319689175, -0.5501746320465319] User Vector: [1.9142362954298535, -0.8007611944476251] Predicted: 3.148789248278226 Movie Vector: [1.982050542641926, 0.04770510654559291] User Vector: [1.8094265770771307, -0.4478854031428547] Predicted: 3.565008508089304 Movie Vector: [1.6831213328363308, 1.0899002713915864] User Vector: [1.9758799523636192, -0.055287727511831086] Predicted: 3.2653875897270717 Movie Vector: [1.4774634585541222, 0.03607232507814782] User Vector: [1.7978384271989296, -0.39990073164868706] Predicted: 2.6418152313798133 Movie Vector: [2.279074542335978, -0.4073233547898681] User Vector: [1.466508627640906, -0.5572179621069813] Predicted: 3.5692503690470505 Movie Vector: [1.9521938974707826, -1.0894634408684083] User Vector: [2.118493192854887, -0.42990888948736106] Predicted: 4.604079500925521 Movie Vector: [2.009274438842278, -0.3861971026293447] User Vector: [2.1403929381555558, -1.0579539871405652] Predicted: 4.709215584263329 Movie Vector: [1.8019601930298663, -0.6484192827951664] User Vector: [1.8202063910327864, -0.1981529610381895] Predicted: 3.4084256606197574 Movie Vector: [1.6130157755803034, -1.2303182823951087] User Vector: [1.4497229935190379, -0.10530247467215037] Predicted: 2.4679816185383046 Movie Vector: [2.075164484340768, -0.16999380059449928] User Vector: [2.000873857899355, -0.7155256084589914] Predicted: 4.273777285163273 Movie Vector: [1.9702799198235392, -0.510270568099344] User Vector: [1.7280856338683994, 0.16282920962857006] Predicted: 3.3217254708461024 Movie Vector: [2.1391868835757255, 0.060956485277805596] User Vector: [1.848482538246675, -0.3560374095631282] Predicted: 3.9325468112216684 Movie Vector: [2.002963458939762, 0.49258304713480816] User Vector: [2.102339852376131, -0.4420744601708875] Predicted: 3.9931515179307535 Movie Vector: [1.791781434543846, 0.016404141230780656] User Vector: [2.214294965743852, -1.1514725279090474] Predicted: 3.948643692252552 Movie Vector: [1.7451815757667575, -0.3270817148590076] User Vector: [1.5319509448065913, -0.808654545660259] Predicted: 2.938028679378029 Movie Vector: [1.929526693711654, -0.16147692095506408] User Vector: [1.9278609379920892, -1.2925735462132502] Predicted: 3.9285799379702078 Movie Vector: [1.6812306850075154, -1.1716617261903957] User Vector: [1.760498572181647, -0.4160405102548313] Predicted: 3.447262962874012 Movie Vector: [1.8644115591767625, -0.24638323024696734] User Vector: [1.8452208499218714, 0.28083301781729] Predicted: 3.371058535738479 Movie Vector: [1.9833047487617086, -0.2736570663540625] User Vector: [2.0194916586372624, 0.4356771605362046] Predicted: 3.8860412630301364 Movie Vector: [1.572167650623803, -0.7788423822630242] User Vector: [1.97908165633385, -0.5359972086826652] Predicted: 3.5289055009277916 Movie Vector: [0.8762257620408922, 0.07299738782773763] User Vector: [1.9524485287939215, 1.312203889435994] Predicted: 1.8065731562142977 Movie Vector: [2.2457968338741985, -0.07767658651167703] User Vector: [1.983998742294059, -0.4219999129305049] Predicted: 4.4884376065990566 Movie Vector: [0.9856587948606939, -0.29323726210285983] User Vector: [1.8028690454032321, -0.646375037740284] Predicted: 1.9665549769423931 Movie Vector: [1.8637436396825362, -0.07848313842124892] User Vector: [2.0464921413539865, -1.163771920658893] Predicted: 3.9054731848486206 Movie Vector: [1.8062705600813425, -0.35064425915958664] User Vector: [1.8413401254641208, -1.0613845781141187] Predicted: 3.6981268687985622 Movie Vector: [1.770276106798104, -0.277722381220835] User Vector: [1.7458987376799655, -0.060275286203410765] Predicted: 3.1074626162169925 Movie Vector: [1.7224438295414062, -0.6920693747019137] User Vector: [1.9733785786458822, 0.04654467975657632] Predicted: 3.366821608722956 Movie Vector: [2.1094435854062246, 0.6973137606147856] User Vector: [1.9689472508590262, -0.2307242465447848] Predicted: 3.9924959563046367 Movie Vector: [1.85267020029786, -0.3643739945422648] User Vector: [1.6291211356206616, -0.033423386329407376] Predicted: 3.0304027934277835 Movie Vector: [1.3919281981808556, -0.6570893044765153] User Vector: [1.8364057463748578, -0.5477732424642882] Predicted: 2.9160808805822294 Movie Vector: [2.2491871782896364, -0.12485981505742538] User Vector: [1.3885172121507265, -0.15528450014727227] Predicted: 3.1424239043735582 Movie Vector: [1.9838455928677772, -1.0174774444059893] User Vector: [1.9984954360994716, -0.40828822065628256] Predicted: 4.380130418606726 Movie Vector: [1.460416787111879, -0.4342389529043882] User Vector: [1.881967109691351, -0.6816700208025298] Predicted: 3.044464035845275 Movie Vector: [1.9630570440607298, -0.5594052920717] User Vector: [1.678713261639358, -0.5267111115489743] Predicted: 3.5900548764127684 Movie Vector: [2.3602782058335645, -0.19620062559062415] User Vector: [2.2786078834753, -0.11502224658834664] Predicted: 5.400715963744769 Movie Vector: [2.0923890135886993, -0.3094895174041107] User Vector: [1.8969648466976818, -0.06911635725803808] Predicted: 3.990579192446721 Movie Vector: [1.843570171611926, -0.5341427300335615] User Vector: [2.248225521982894, 0.49330022542477797] Predicted: 3.881268782249753 Movie Vector: [2.149430347360093, 0.10388301981803771] User Vector: [1.8204983076856327, 0.17444966608123613] Predicted: 3.9311566679759578 Movie Vector: [1.8506631699276004, -0.5325864014384775] User Vector: [1.84278334979855, -0.5578988368606069] Predicted: 3.7075006095182896 Movie Vector: [1.7338394110186082, -0.6410034563645665] User Vector: [2.0020247941623155, -0.02979607586570482] Predicted: 3.490288877571057 Movie Vector: [1.8496777055744902, -0.390152558452069] User Vector: [2.001620018731077, -0.4348497832085788] Predicted: 3.8720096791396212 Movie Vector: [1.6563153522959317, -0.300834398859586] User Vector: [2.300446234787491, 0.3894303718280644] Predicted: 3.6931103640033323 Movie Vector: [1.9998450104939354, -0.5572994378246535] User Vector: [2.0043431979447415, 0.17689850066102158] Predicted: 3.909790308756838 Movie Vector: [1.6735396414746322, -0.43118140535351895] User Vector: [2.2398342261013737, -0.2036092897647381] Predicted: 3.836243907416095 Movie Vector: [1.895249377224338, -0.24168987470333808] User Vector: [1.33685460384605, -1.8496416506425866] Predicted: 2.980712514168598 Movie Vector: [2.034092395947325, -0.4350696158884101] User Vector: [1.98784352091167, 0.5751718837570562] Predicted: 3.79321757968359 Movie Vector: [1.9360602812172414, 0.12703042959518934] User Vector: [1.9990201117326114, 0.5727813359701921] Predicted: 3.942984098852361 Movie Vector: [1.3204065105888527, -0.6676942125438834] User Vector: [1.3100713781028603, -0.3948879555222708] Predicted: 1.9934911794886339 Movie Vector: [2.236321062507239, -0.37070343668024625] User Vector: [2.216984065504522, -0.16697813987315424] Predicted: 5.019787531232144 Movie Vector: [2.3360159431303313, -0.19497588658059922] User Vector: [1.8897618632094193, 0.19577026913059992] Predicted: 4.376343359387023 Movie Vector: [1.8327610447921945, -0.21837406668920403] User Vector: [2.5089685101939945, -1.6821386170014998] Predicted: 4.9656751986234315 Movie Vector: [1.5214373124165936, -0.25661419624748144] User Vector: [1.9652578079037537, -0.5386585286897498] Predicted: 3.1282439828543844 Movie Vector: [1.7586621726235863, -0.2897998467378042] User Vector: [1.9753332313318859, -0.913814981813134] Predicted: 3.738767273945859 Movie Vector: [1.6618043423536313, -0.4824066824637854] User Vector: [1.6411597431443197, -0.38851260578942803] Predicted: 2.914707464907439 Movie Vector: [2.0022293711171595, -0.9768379802533826] User Vector: [1.9880562054692112, -0.05407278683478527] Predicted: 4.033364877900548 Movie Vector: [2.440350381503794, -0.18528750681916867] User Vector: [1.8343368267605393, -0.12925831843441915] Predicted: 4.500374526549893 Movie Vector: [1.5336152403996948, -0.555476055650513] User Vector: [1.8904354740686953, -0.005691307109775746] Predicted: 2.902362038848807 Movie Vector: [0.9383465727919706, -1.2331717042066752] User Vector: [1.9258880054038174, -1.4156393822945685] Predicted: 3.552876839058114 Movie Vector: [1.4580809222471534, -0.5682865807824125] User Vector: [2.584107014451431, -0.5171619873486191] Predicted: 4.0617333563176645 Movie Vector: [1.7199093407108137, 0.1060561630829359] User Vector: [2.007438689169595, -0.5136246713798466] Predicted: 3.3981394904957773 Movie Vector: [1.805812222409823, -0.7088321136060095] User Vector: [1.981581701960577, -0.13617476718905341] Predicted: 3.674889505150492 Movie Vector: [2.045699590288221, -0.30018527794428274] User Vector: [1.6338474065738704, -0.5632316632031221] Predicted: 3.5114348235872885 Movie Vector: [1.909342656538328, -0.6306773344173775] User Vector: [1.7809036477560176, -0.6025312793608756] Predicted: 3.7803581230156826 Movie Vector: [2.1104716437982995, -0.2120061158189978] User Vector: [1.5846432127033148, 0.009985637576002241] Predicted: 3.342227549711319 Movie Vector: [2.0233280441038457, 0.4299954144525492] User Vector: [1.5622570346953701, -1.2372871301089965] Predicted: 2.628930678089634 Movie Vector: [2.149599318231951, -0.31608851936847043] User Vector: [1.7096395318997155, -0.519582525172568] Predicted: 3.839274043265548 Movie Vector: [1.6430809278210037, -0.7606927123287859] User Vector: [1.6698634706320143, -1.0306051943462335] Predicted: 3.527694681287823 Movie Vector: [2.0019888620662774, -0.1521813990717119] User Vector: [2.0290333479378693, -0.6687535084272059] Predicted: 4.163874007879232 Movie Vector: [1.9689380661932891, -0.36625962969619297] User Vector: [2.182527524153106, -0.44706231473533764] Predicted: 4.461002400665732 Movie Vector: [2.320220334076073, 0.6882039806524884] User Vector: [1.78556362273119, -0.015323486867602588] Predicted: 4.132355340587684 Movie Vector: [2.1583968154225794, -0.07866600833039795] User Vector: [1.8203259004385655, 0.610452307893318] Predicted: 3.8809637801997923 Movie Vector: [1.7350883993874564, -0.6937457587070357] User Vector: [1.7720459355740064, -0.5390967805802254] Predicted: 3.448652451056299 Movie Vector: [2.2732157285698142, -0.09568293366785781] User Vector: [1.8873391942964541, -0.328700522326335] Predicted: 4.3217801718953215 Movie Vector: [1.8797792604662034, 0.24065261020680492] User Vector: [2.0153303904998765, -0.4626131165642772] Predicted: 3.6770472170318245 Movie Vector: [1.5725527902646168, -0.49463509668974115] User Vector: [2.0023584340458664, 0.034900717810392695] Predicted: 3.131551222640031 Movie Vector: [2.0033306944335667, -0.297316347347242] User Vector: [1.7447861740950037, -0.5018025266532741] Predicted: 3.644577792101998 Movie Vector: [1.3207978018929762, -0.5749525004079686] User Vector: [1.8339844604996967, -0.12023234015569205] Predicted: 2.491450528736292 Movie Vector: [1.7574754382088094, -0.33470547788850685] User Vector: [1.8481398826299111, -0.5421971712246508] Predicted: 3.429536813400724 Movie Vector: [1.481311916906865, -0.638540308777699] User Vector: [1.8746589678386276, -0.19546789511400126] Predicted: 2.9017687992979035 Movie Vector: [1.693811059504724, 0.0884554452581394] User Vector: [1.857387377300162, -0.1720470190535591] Predicted: 3.1308447857797694 Movie Vector: [1.7300417094465235, -0.6987853570242752] User Vector: [2.0254201097439815, -0.2120561475853368] Predicted: 3.652242999808455 Movie Vector: [1.909587901526029, -0.515989285491852] User Vector: [2.3634229896861165, 1.3579707081929655] Predicted: 3.812465611853733 Movie Vector: [2.0853584477471467, -0.12486114278070658] User Vector: [1.7479953839524194, 0.2648258568983061] Predicted: 3.6121304814179926 Movie Vector: [1.6662900928875914, -0.2854381123269629] User Vector: [1.8119785763046237, -0.27948367811174507] Predicted: 3.09905724372737 Movie Vector: [1.9367365530895404, -0.5511470055776673] User Vector: [2.342437588138198, -0.0051643662016416375] Predicted: 4.539530825245891 Movie Vector: [2.042715486943849, -0.5223950734036568] User Vector: [2.0438251191310433, 0.5808343311364313] Predicted: 3.87152823040446 Movie Vector: [1.9658272088086104, -0.11058269452820894] User Vector: [1.9254162889417692, -0.42141910084690326] Predicted: 3.8316373887823367 Movie Vector: [2.045014866181988, -0.4319092575835118] User Vector: [1.913202936825143, -0.3833697863760646] Predicted: 4.078109407644092 Movie Vector: [1.7723739266354657, -0.29614308343541357] User Vector: [1.742461506038687, 0.09575823880369208] Predicted: 3.0599352013652648 Movie Vector: [1.5319509534799474, -0.5363126793388778] User Vector: [1.5488789242392529, -1.14569095943051] Predicted: 2.987255132959825 Movie Vector: [2.1157847816342783, -0.09295609471758243] User Vector: [2.004914490741811, -0.08116777935268252] Predicted: 4.249512607775086 Movie Vector: [1.9827947730202853, -0.6410496848878487] User Vector: [2.114128128987925, -0.6994255609877555] Predicted: 4.64024873912612 Movie Vector: [2.0384157581393785, 0.26154446677578186] User Vector: [1.9285930404227665, -0.37501183387619197] Predicted: 3.833192174509946 Movie Vector: [1.9514199661190736, -0.8976767662101103] User Vector: [2.124408497937614, 0.006292456853365282] Predicted: 4.139964566748845 Movie Vector: [1.8768528885489826, -0.24920114730597673] User Vector: [1.5654512429655052, 0.011913554954558406] Predicted: 2.935152815679235 Movie Vector: [1.9844125619817334, -0.19827626679415752] User Vector: [2.13162867306389, 0.19162389670763583] Predicted: 4.192036245440698 Movie Vector: [1.5892612748776482, -0.2240526536649521] User Vector: [1.8929964719942207, -0.3918741359100319] Predicted: 3.0962664264737283 Movie Vector: [2.2608784472314194, -0.019851569440319457] User Vector: [2.0033213191676706, -0.49853975076339346] Predicted: 4.539162789866441 Movie Vector: [2.163614488872249, -0.22060436533059852] User Vector: [2.050291416237712, 0.8601944205446319] Predicted: 4.2462775703771465 Movie Vector: [2.340814752283826, -0.38817400012280917] User Vector: [1.6414144436704936, 0.30226420456622993] Predicted: 3.724916038975228 Movie Vector: [2.2179237733511394, -0.3840883691697561] User Vector: [1.9971304450317926, -0.0009990007154092994] Predicted: 4.4298667970749355 Movie Vector: [1.7914290146269456, -0.37985743945063966] User Vector: [2.102704348077015, -0.4419848207906944] Predicted: 3.9347368006290036 Movie Vector: [2.1570560968896944, 0.5086973823945479] User Vector: [1.876100667090748, -0.178333569464732] Predicted: 3.9561365623471354
avg loss: 0.9373945709201426: 21%|█████████▎ | 14550/70000 [00:20<01:13, 752.16it/s]
Movie Vector: [2.2046776230185348, -0.20337643441162337] User Vector: [1.9495554506534296, -0.4628070761974346] Predicted: 4.392265329866935 Movie Vector: [1.2001092167739011, -1.086244222878693] User Vector: [2.1317680887095776, -0.3505635890746725] Predicted: 2.9391522046688303 Movie Vector: [2.172858203178169, -0.11531726624299231] User Vector: [2.2587473025525338, -1.2017215611562437] Predicted: 5.0465168504756335 Movie Vector: [2.279269312359771, 0.33313912191183875] User Vector: [1.7096399343388717, -0.23802746816072143] Predicted: 3.8174335757894036 Movie Vector: [1.767510342901048, -0.4892632588253605] User Vector: [1.9427912098660463, 0.6722812250362394] Predicted: 3.1049810545271415 Movie Vector: [2.2023295049131426, -0.33211393468990413] User Vector: [2.011345021849271, -0.36725694434163364] Predicted: 4.551615635006311 Movie Vector: [1.613001181401746, 0.004830776193500523] User Vector: [2.2560615453495947, -1.201579023471096] Predicted: 3.6332253786227513 Movie Vector: [1.7969683340840037, -0.4794942659059365] User Vector: [1.5419531917414442, -0.1669030533338439] Predicted: 2.850870115234906 Movie Vector: [1.9468276999285354, -0.6291505526028404] User Vector: [2.006242084388524, -0.42304509993101513] Predicted: 4.171966721047463 Movie Vector: [2.3528127446402944, -0.3859645863882072] User Vector: [2.1483450167544635, 0.023487480107548725] Predicted: 5.045588199759358 Movie Vector: [1.9448694658242827, -0.031854023415139904] User Vector: [1.9548510201632863, -0.42099176494242374] Predicted: 3.815340340889082 Movie Vector: [2.1610035567605292, -0.49807983232194] User Vector: [2.087157297352879, -0.41242122467059233] Predicted: 4.715773037528203 Movie Vector: [1.6022785282910752, -0.3881236856629469] User Vector: [2.3279094818000647, -1.0416132236224682] Predicted: 4.134234141881063 Movie Vector: [1.7617385189190817, -0.9057576292887657] User Vector: [1.9304112106111333, -0.03820241218818491] Predicted: 3.435481913383532 Movie Vector: [2.1720207906267395, -0.3820532824973217] User Vector: [1.6646146288539903, -0.2590389849434171] Predicted: 3.714544276744687 Movie Vector: [1.3609831825899708, -1.3553233313125272] User Vector: [2.0170780112967663, -0.40840031484627387] Predicted: 3.298723726573459 Movie Vector: [1.7805786472832401, -0.22689936360836094] User Vector: [1.6354247621186302, -0.16739222141268317] Predicted: 2.949983599178233 Movie Vector: [1.993589613880735, 0.23793222105214587] User Vector: [1.8332686570287233, -0.1493110559200371] Predicted: 3.6192594429428504 Movie Vector: [2.148971723704356, 0.164462538037978] User Vector: [1.8244302788057642, 0.17463970016831332] Predicted: 3.9493707693555145 Movie Vector: [2.054330768800665, 0.6429661551039901] User Vector: [1.7476693770736196, 0.0780777885010188] Predicted: 3.640492350484551 Movie Vector: [1.9992876739865504, 0.11124065569468] User Vector: [2.074616413715422, -0.08983731526327532] Predicted: 4.137761462335688 Movie Vector: [1.675142378552345, -0.6008424200755831] User Vector: [2.0375846586012045, -0.3712139130818141] Predicted: 3.6362854774127937 Movie Vector: [1.4575951720508318, -0.7829414302121233] User Vector: [1.766934967559264, -0.3161075980778889] Predicted: 2.8229696129821975 Movie Vector: [2.189011669681278, -0.30940803036949693] User Vector: [2.1335312282589447, -0.8471660546861872] Predicted: 4.932444736664611 Movie Vector: [1.844051468881547, -0.4845906067030031] User Vector: [1.6479345536939207, -0.5179402140552415] Predicted: 3.289865096924844 Movie Vector: [1.875147565696031, -0.4943640039561125] User Vector: [1.5687119603000417, -0.11420907770765207] Predicted: 2.9980272705785618 Movie Vector: [2.143178842173433, -0.4534293687810875] User Vector: [1.712414880702821, -0.4665424268960297] Predicted: 3.881555379482293 Movie Vector: [2.236721694633434, 0.23236620023571317] User Vector: [2.009382618089962, -0.3008241964460849] Predicted: 4.424528319234008 Movie Vector: [1.225588011910065, -0.5814689089244067] User Vector: [1.8833700368907536, -0.04313303721713275] Predicted: 2.3333162592931664 Movie Vector: [2.1256609347865396, -0.3911920516916553] User Vector: [1.9413396206777667, -1.0696985657537208] Predicted: 4.545087369456867 Movie Vector: [1.8695447014082018, -0.4093162927742016] User Vector: [2.042364939234315, -0.18636601659559868] Predicted: 3.894575197499403 Movie Vector: [2.27065176152453, -0.1797461679578365] User Vector: [2.0688818556885185, -0.44213983222282977] Predicted: 4.777183170548848 Movie Vector: [1.6627555313279123, 0.03853174409315739] User Vector: [1.8900315780866106, 0.2045133861872761] Predicted: 3.150540718308128 Movie Vector: [1.5620229489487925, -0.8084093756923002] User Vector: [1.4166668423893214, -0.6713596551335957] Predicted: 2.7555995584984903 Movie Vector: [1.3606265913322404, -0.23059220628209845] User Vector: [2.542694908492868, 0.8474915808362082] Predicted: 3.264233352709969 Movie Vector: [2.3502102998051884, -0.38599303846216126] User Vector: [1.9100249940529117, -0.027721304474611498] Predicted: 4.499660644452787 Movie Vector: [2.034536222435975, -0.30814463189221925] User Vector: [1.313544962821881, -0.029160564072031863] Predicted: 2.681440477941179 Movie Vector: [1.3718628331142912, 0.4571968744719937] User Vector: [2.1658878671789754, -0.22183877395846346] Predicted: 2.86987707158551 Movie Vector: [1.8006790840766322, -0.5667422810137317] User Vector: [1.4456890530544222, -0.10489908626489111] Predicted: 2.6626727873396714 Movie Vector: [1.95950621023616, -0.6408430586948812] User Vector: [1.847397218059915, 0.0965134132936137] Predicted: 3.5581363705812463 Movie Vector: [1.242224022209492, -0.8818782537711237] User Vector: [1.812522874926305, -0.34059496060400735] Predicted: 2.5519227451383735 Movie Vector: [1.6720323590577715, -1.2346050270454005] User Vector: [2.029491247555687, -0.5539109416936455] Predicted: 4.077236271488062 Movie Vector: [2.041043961666761, -0.4311135632081684] User Vector: [2.0117121248544243, -0.7183651928849467] Predicted: 4.4156898630352845 Movie Vector: [1.4363916281230236, -0.6338565372506495] User Vector: [1.7661930942810582, -0.4994771745815129] Predicted: 2.853541846589986 Movie Vector: [1.8617225394380446, 0.01649985373823642] User Vector: [1.9939485452193015, -0.9873407851721872] Predicted: 3.695887970569336 Movie Vector: [1.736537528520054, -0.47992794912350095] User Vector: [1.8523167515820296, -0.35592815301779174] Predicted: 3.3874374223416965 Movie Vector: [1.9653858885527657, 0.35930856710736786] User Vector: [1.6249239622571252, -0.7106202100387982] Predicted: 2.9382706959648233 Movie Vector: [1.7489088946767573, -0.2504251427433048] User Vector: [1.316732727360228, -1.898368630549121] Predicted: 2.778244814076964 Movie Vector: [1.661857311425617, -0.45662407172633374] User Vector: [1.401321946982465, -0.3958675278241504] Predicted: 2.5095597656732918 Movie Vector: [1.59246087160481, -0.32604316724668425] User Vector: [1.96316793470465, -0.6467662444115878] Predicted: 3.337141835202579 Movie Vector: [1.9988884831533753, -0.2962021409424574] User Vector: [2.527795809643477, -0.7836707468776861] Predicted: 5.284906884678853 Movie Vector: [1.5872402561715615, -0.8693110269908115] User Vector: [1.8043284701143383, 0.20290097883799207] Predicted: 2.6875187248308285 Movie Vector: [1.873948137293195, 0.18025054076909747] User Vector: [1.897007581274823, -0.5991769609138645] Predicted: 3.446891852139915 Movie Vector: [1.7052153475474214, -0.5021945427067249] User Vector: [1.8518326679686332, -0.12800178942139942] Predicted: 3.222055286613924 Movie Vector: [1.1165783256747681, -0.740076962642927] User Vector: [1.961047468253585, -0.09615630783453302] Predicted: 2.2608261669124703 Movie Vector: [1.3462445822998195, -0.22003597669806052] User Vector: [1.7809946874187843, -0.21525187967403062] Predicted: 2.4450176066224674 Movie Vector: [1.5446057528180102, 0.6160870459122945] User Vector: [2.190562758847679, -0.05795481879034313] Predicted: 3.347850626120091 Movie Vector: [1.5755669169481017, -0.5566237271245892] User Vector: [1.9733910076554197, -0.4032080866831293] Predicted: 3.3336447738810953 Movie Vector: [1.9763845072781083, -0.6348605271963098] User Vector: [1.8925018223304146, -0.41332440366472684] Predicted: 4.002714630463108 Movie Vector: [1.287914517799141, -0.7946136597688386] User Vector: [1.9855945841095257, -0.6526740283287258] Predicted: 3.0758997896243647 Movie Vector: [1.8677920494939744, -0.8122224005541638] User Vector: [1.9052566399407882, -0.5836824135903836] Predicted: 4.032703135454637 Movie Vector: [1.1808500084477453, -0.6701424775465877] User Vector: [1.9670425041177346, 0.08662384000755521] Predicted: 2.264731842847239 Movie Vector: [1.7573688741146243, 0.9115757445574224] User Vector: [1.8273213387060965, 0.174860955312615] Predicted: 3.3706766491806803 Movie Vector: [1.740537576594781, -0.037604642651289696] User Vector: [1.541362504335976, 0.06209271802873233] Predicted: 2.6804643834782844 Movie Vector: [1.9931535006100023, -0.14926933309797547] User Vector: [1.6060466115967182, -0.5591521837883989] Predicted: 3.2845616996212024 Movie Vector: [1.5370201557622294, -0.07056282837661355] User Vector: [1.8763793881695419, 0.2767153962195004] Predicted: 2.864507118460783 Movie Vector: [1.8049923592887174, 0.3998670771391632] User Vector: [1.8827168897119935, 0.024068640483003206] Predicted: 3.407913857554619 Movie Vector: [2.202512046721609, -0.3926657501861249] User Vector: [2.0461465490473514, -0.4964300095624769] Predicted: 4.701593485754394 Movie Vector: [2.2488921889219804, 0.46721244392452593] User Vector: [2.1334148078132715, -0.1137109931446951] Predicted: 4.744692706013536 Movie Vector: [1.9105261156825775, 0.017868837705193052] User Vector: [1.7672941015195722, 0.08421995110385806] Predicted: 3.377966447682733 Movie Vector: [1.2642475169893157, 0.46821925940248016] User Vector: [2.0428019516121503, 0.8916835974583918] Predicted: 3.0001107286498967 Movie Vector: [1.295107655999402, -1.3367330717069994] User Vector: [1.9580594436312948, -0.4941820952730762] Predicted: 3.1964873265457996 Movie Vector: [2.3083349921286214, 0.05699382479772651] User Vector: [1.8411149884530622, -0.19130089187262544] Predicted: 4.2390071828636495 Movie Vector: [1.2187566966024104, -0.03246064641158018] User Vector: [1.7413120624730205, -0.589453733857907] Predicted: 2.141369786244296 Movie Vector: [2.140414908728185, -0.3771349335753976] User Vector: [2.0636108679482277, -0.49954356342153966] Predicted: 4.605378796178896 Movie Vector: [2.235103601023864, -0.36224152977020974] User Vector: [1.9640019879001385, 0.28634059435703557] Predicted: 4.2860234606384235 Movie Vector: [1.645334285307257, -0.31243648910557964] User Vector: [1.9456714312392231, -0.5541525874524248] Predicted: 3.3744174026131435 Movie Vector: [1.354399962317213, 0.20552755660645047] User Vector: [2.3351123584764806, -0.7594289690563415] Predicted: 3.006592509900698 Movie Vector: [2.1072193431238992, -0.3690991980647363] User Vector: [1.9111147308604868, 0.030359726247812226] Predicted: 4.01593217718671 Movie Vector: [1.4675198768006454, -1.2116960599772608] User Vector: [1.4058009714061102, -0.3247489340965142] Predicted: 2.4565378722906837 Movie Vector: [1.3374781549987966, -0.7782711596674177] User Vector: [2.040721919057148, -0.21230213296624598] Predicted: 2.8946496143896647 Movie Vector: [2.0516079122423223, -0.3996982691571209] User Vector: [2.126945673730507, 1.1521093301162582] Predicted: 3.9031624680078467 Movie Vector: [1.7266960834072165, 0.5909624377243324] User Vector: [1.9640107619905536, -0.06297358684735685] Predicted: 3.3540346661031526 Movie Vector: [1.6367219499924621, -0.4559487092722899] User Vector: [1.8725151309532435, -0.037983027384608174] Predicted: 3.0821049288344495 Movie Vector: [1.9861560769576911, 0.16842096791232336] User Vector: [1.7414135834981035, -0.497945254862621] Predicted: 3.3748547495701167 Movie Vector: [1.449513915751433, -1.716727858946975] User Vector: [1.7418872447250444, -0.02963279108964948] Predicted: 2.5757612389008306 Movie Vector: [2.24742484680877, 0.024995323103286067] User Vector: [1.8198441491965474, -0.689390602691849] Predicted: 4.072731417365235 Movie Vector: [2.248120018618638, 0.02598806085274854] User Vector: [1.556140915245827, 0.061773427673446735] Predicted: 3.499996914953133 Movie Vector: [1.9247325601087775, -0.7820713649762217] User Vector: [1.5866662651916863, -0.3784226765141758] Predicted: 3.3498617618000233 Movie Vector: [1.8946431793612253, -0.36523512086611953] User Vector: [1.989541347273334, -0.5644380515942411] Predicted: 3.9756235436640246 Movie Vector: [2.0838136954367057, 0.25309098875059444] User Vector: [1.608393144782498, -0.1861946531258158] Predicted: 3.304467473884595 Movie Vector: [1.2549573398619642, -0.7836526403661701] User Vector: [1.5968231467788219, -0.1815442845185606] Predicted: 2.1462125864179185 Movie Vector: [1.507099676703011, -0.456217354007218] User Vector: [1.8165032133308194, -0.5650102010613106] Predicted: 2.9954188644561355 Movie Vector: [2.205355835895382, 0.2881554964083656] User Vector: [1.7178584659545484, -0.5042299478255122] Predicted: 3.6431925622155275 Movie Vector: [2.030177037871898, -0.19416224482040956] User Vector: [1.5467752581894438, -0.6105075030904625] Predicted: 3.258765119204333 Movie Vector: [1.6268949513051083, -0.02523384593853733] User Vector: [1.8536630471491549, 0.007627680680564367] Predicted: 3.0155225771086416 Movie Vector: [1.9018288700494146, 0.17144430673723512] User Vector: [1.7985793692257384, -0.12197651818508225] Predicted: 3.3996779898703116 Movie Vector: [1.9924217858525952, -0.3700941053144173] User Vector: [2.0152724630298846, -0.21550510652044344] Predicted: 4.095029929357932 Movie Vector: [2.1017435144234224, -0.2224093160565995] User Vector: [1.6934972332124114, 0.7251773856928541] Predicted: 3.398010620226535 Movie Vector: [2.195111666625972, -0.38407695814200116] User Vector: [1.9654809184322999, -0.2812830822185437] Predicted: 4.422484445176777 Movie Vector: [1.8171694585280616, -0.6027630148920742] User Vector: [1.9888649366785394, -0.39117665655646916] Predicted: 3.8498914409309677 Movie Vector: [1.7394004814842852, -0.9053155644536319] User Vector: [1.7333561105229867, -0.18102659367804982] Predicted: 3.1788866460641727 Movie Vector: [1.9314574933304218, -0.29178660133945905] User Vector: [2.1244409767957646, 1.1666603921851064] Predicted: 3.7628515730173278 Movie Vector: [1.6341511835699483, -0.10694381358560777] User Vector: [1.5915344148731698, -0.18824224146405102] Predicted: 2.620939190937364 Movie Vector: [1.8925132303043815, -0.38763774375002563] User Vector: [2.1208258053182374, -0.21122941506965603] Predicted: 4.095571389606947 Movie Vector: [2.0721845533809446, 0.1359885113917884] User Vector: [1.6588072788610608, -0.13694010294214318] Predicted: 3.418732539542827 Movie Vector: [2.225273489060812, -0.38839346424503024] User Vector: [2.0697481149126933, -0.19679762608362644] Predicted: 4.682190520898625 Movie Vector: [2.0661715181611546, -0.3153894411117732] User Vector: [1.7939755087226008, 0.046415103849325984] Predicted: 3.692022266739122 Movie Vector: [2.0302860431826297, -0.6371453139958881] User Vector: [1.7303213554465096, 0.3172183634753607] Predicted: 3.310933104382128 Movie Vector: [2.1801151433019283, 0.25778813272493795] User Vector: [1.646176990727293, 0.06897571490119742] Predicted: 3.606636506787517 Movie Vector: [1.938053579784975, 0.21495656677913172] User Vector: [1.7216301598001742, -0.49962283871742486] Predicted: 3.2292142841713645 Movie Vector: [2.3248508833905626, -0.38562498249120947] User Vector: [2.063509368472901, -0.48825972806321394] Predicted: 4.985636727264465 Movie Vector: [0.671160373991599, -1.6316387859484078] User Vector: [1.5872460790878442, -0.5971901558091279] Predicted: 2.0396952928620427 Movie Vector: [1.7512596317160993, -0.44474993670383467] User Vector: [1.8761846232159896, -0.7305457159072689] Predicted: 3.610596553193658 Movie Vector: [1.7460595102550411, -0.6302291590553598] User Vector: [1.6186367694049528, -0.12737125703548918] Predicted: 2.9065092050773145 Movie Vector: [1.3431909023779451, -0.7788654731024647] User Vector: [1.1001306711228351, -0.26092520627680044] Predicted: 1.6809111431102737 Movie Vector: [1.49441862097327, -0.38347997269015244] User Vector: [2.3370585818332335, -0.9084563025713984] Predicted: 3.8409186610972434 Movie Vector: [1.6939631939848407, 0.3604002529641371] User Vector: [1.6079942764665562, -0.1893194247672767] Predicted: 2.6556523518954793 Movie Vector: [1.8099356264446698, 0.19735739030649657] User Vector: [2.1647693634404104, -0.2610061092370603] Predicted: 3.8665817093536696 Movie Vector: [1.3232860126842283, -0.7741444998712128] User Vector: [2.133708486088706, -0.35231988376327866] Predicted: 3.0962530949974325 Movie Vector: [2.004649534236875, -0.5568754021368593] User Vector: [1.7678054000515444, -0.35488994861575346] Predicted: 3.7414597546844877 Movie Vector: [2.2669030723083465, -0.20213564865677408] User Vector: [1.6449260523631284, -0.3896059310919754] Predicted: 3.807641169423819 Movie Vector: [1.954461500845638, -0.03391973978502095] User Vector: [1.52627252076739, 0.06142815177765338] Predicted: 2.9809572547147156 Movie Vector: [1.2722762612409304, -0.5836862665829567] User Vector: [1.6939101641897805, -0.5539953551621072] Predicted: 2.478481171132254 Movie Vector: [1.4685512427321838, -0.5425723392045522] User Vector: [1.2649160515023306, -0.127971293263256] Predicted: 1.927027723322511 Movie Vector: [1.7077570709010808, -0.6406152736671478] User Vector: [1.8488839225479317, -0.6981838490424793] Predicted: 3.604711829530887 Movie Vector: [1.9768051177127273, 0.5857647160764113] User Vector: [2.366134741148706, -0.011907985978746979] Predicted: 4.6704119874747585 Movie Vector: [1.3301972982732584, -0.654305708274283] User Vector: [1.774403396569867, -0.8000454124569193] Predicted: 2.8837808844133455 Movie Vector: [1.9706877014172448, -0.4127888150159235] User Vector: [1.7876096220222824, 0.23916842839613436] Predicted: 3.42409424490758 Movie Vector: [1.9415601272972234, -0.004283882463419066] User Vector: [1.7331552965514208, 0.24188160849604398] Predicted: 3.3639890258173737 Movie Vector: [1.245456601465808, -0.8294463204529532] User Vector: [1.610696513807128, -0.6004966360631334] Predicted: 2.5041323313059927 Movie Vector: [2.2069278298121207, -0.08413817954447866] User Vector: [2.0955385344278294, -0.40472420221284855] Predicted: 4.658755067664262 Movie Vector: [2.152516418609415, -0.11134287856530418] User Vector: [2.330919498200845, -0.022342927998111592] Predicted: 5.019830216253025 Movie Vector: [1.9955390055451023, -0.6098844459589614] User Vector: [1.8792596829851438, -0.3190661698432609] Predicted: 3.944729493164283 Movie Vector: [1.5543237973766533, -0.9614601296262296] User Vector: [2.215206959758185, -0.05698765270087408] Predicted: 3.4979402496194103 Movie Vector: [1.5161275718207392, -1.0560535847156691] User Vector: [1.9730218429015058, -0.5593462229778403] Predicted: 3.5820523997004585 Movie Vector: [2.0220945111959456, -0.40592272293345405] User Vector: [1.768940647641691, 0.21035833151148212] Predicted: 3.4915759475087853 Movie Vector: [1.579449991165939, 0.039074186684873086] User Vector: [2.0531428714717728, -0.3277557638451117] Predicted: 3.2300297003049754 Movie Vector: [1.9708506518263802, -0.00019605536511894603] User Vector: [1.8130373811357987, 0.2005488083486184] Predicted: 3.573186585727237 Movie Vector: [1.8287408444667816, -0.25512280604113174] User Vector: [1.9477669948947094, -0.06853302275100714] Predicted: 3.5794453961389943 Movie Vector: [1.9483631992805446, -0.6018748004850638] User Vector: [2.0379614615845973, 0.2510827601968669] Predicted: 3.8195687271046923 Movie Vector: [1.5974535503535088, -0.6213235007209081] User Vector: [2.0190110454277925, -1.0662395340293005] Predicted: 3.887756042611691 Movie Vector: [1.4893205794114117, -0.6064179126718385] User Vector: [1.967034527506199, -1.0744272800824006] Predicted: 3.581096950733035 Movie Vector: [2.0616581291039346, 0.1514040620822496] User Vector: [1.8212974029405904, -0.19125779385558603] Predicted: 3.7259353893937273 Movie Vector: [2.113497022206715, 0.3421399097408425] User Vector: [2.044398983919866, -0.4095975416243127] Predicted: 4.180691498795658 Movie Vector: [1.7648342049808787, -0.28389774071894336] User Vector: [1.8356133262842107, -0.10156744799574399] Predicted: 3.268387954361682 Movie Vector: [1.2654734350662884, -0.09924172232997673] User Vector: [1.8212130762078564, -0.34766847799016626] Predicted: 2.339199986091984 Movie Vector: [1.8496758254462196, -0.16182291432086415] User Vector: [1.836311342781734, -0.19015520005125064] Predicted: 3.4273521673816196 Movie Vector: [1.571223096154741, -0.812769333496456] User Vector: [2.031006656116414, -0.49878284096118347] Predicted: 3.5965599637416097
avg loss: 0.9396474643970075: 21%|█████████▍ | 14709/70000 [00:20<01:18, 703.96it/s]
Movie Vector: [2.084387727532187, -0.2102164118147369] User Vector: [1.6800971351028182, -0.7652367525988587] Predicted: 3.6628391737903945 Movie Vector: [1.6792045271269374, -0.3546208896701198] User Vector: [1.8736874932934315, -0.10732539724053543] Predicted: 3.184364349013091 Movie Vector: [1.5128580249809374, -0.7928280463148075] User Vector: [1.5779103416557083, 0.28518247990335144] Predicted: 2.1610536546892654 Movie Vector: [1.862469986991255, -0.2518748551603518] User Vector: [2.2404316749008646, -0.4846914871849135] Predicted: 4.294818350539565 Movie Vector: [2.025603278045118, -0.12366598331852886] User Vector: [2.1563845833802753, -0.15693287550520368] Predicted: 4.387386939185396 Movie Vector: [2.0332441417857807, 0.041033463415269755] User Vector: [1.6775662440960186, 0.01458404717478928] Predicted: 3.411500172231998 Movie Vector: [2.1834976718168715, 0.3920824052567642] User Vector: [1.792495834724216, -0.58909553096307] Predicted: 3.682936489155754 Movie Vector: [1.9698200454331714, -0.5498833228664266] User Vector: [1.6526357499969102, -0.19255452108630203] Predicted: 3.361277548031286 Movie Vector: [2.1283203570079845, -0.37382134608591006] User Vector: [1.8786302008199633, -0.3339246029068391] Predicted: 4.123155044244964 Movie Vector: [2.1700662829191404, -0.11383188061861897] User Vector: [2.029410135917989, -0.1897571398335481] Predicted: 4.42555492225804 Movie Vector: [1.6526908797480897, -0.6421513890702124] User Vector: [2.136883729481939, 0.18453777490829165] Predicted: 3.413107062303599 Movie Vector: [1.7311611727160499, -0.9044550753761017] User Vector: [2.0476021941227276, -0.18751265607077353] Predicted: 3.714326189113922 Movie Vector: [2.291872597590595, -0.14036955318896713] User Vector: [1.885596954095632, -0.6755607468440537] Predicted: 4.416376149378575 Movie Vector: [1.1960029763037392, -0.5315182622274931] User Vector: [2.4496899214421903, -0.8744204889199425] Predicted: 3.3946068957929754 Movie Vector: [1.1822717254964192, -0.6668197861788792] User Vector: [1.7680674558578997, -2.0529193051344756] Predicted: 3.4592633739234477 Movie Vector: [2.3764795004750403, 0.19020091892555924] User Vector: [1.821535730754231, 0.6796171952060017] Predicted: 4.458106138566045 Movie Vector: [1.6980604416599565, -0.11441311413237854] User Vector: [2.00568217304574, -0.1283115121634789] Predicted: 3.420450076277209 Movie Vector: [1.7916560168261182, -0.3120548068720963] User Vector: [1.2331787729467678, -0.32823197861133824] Predicted: 2.3118585350671332 Movie Vector: [2.1523436993792613, 0.08087169430142682] User Vector: [1.8195429212206042, -0.26030358870418147] Predicted: 3.895230549988054 Movie Vector: [1.9529927499464907, -0.5039029361308286] User Vector: [1.6689645884731104, 0.07167023876165927] Predicted: 3.2233608974602155 Movie Vector: [2.1877547497264778, -0.3848260741933385] User Vector: [1.9757847777898965, 0.7420988041675919] Predicted: 4.036953562575734 Movie Vector: [1.5250137445714829, -0.9607061092840005] User Vector: [2.0194521107221117, 0.04895388446374257] Predicted: 3.032661929477612 Movie Vector: [1.8781504345302296, -0.06506310354931115] User Vector: [2.1977793455975516, -0.3945454234894915] Predicted: 4.153430582679009 Movie Vector: [1.9434820236734767, -0.3927141193689769] User Vector: [1.7761087979282961, -0.4800180604336647] Predicted: 3.640345390746362 Movie Vector: [2.096061393524246, -0.21209692208722442] User Vector: [1.901927610609926, -0.06658323236716346] Predicted: 4.000679136524974 Movie Vector: [1.3832495269906846, -0.022572552982719492] User Vector: [1.8043668276054219, 0.27590911468829793] Predicted: 2.489661587693165 Movie Vector: [1.2654472714908451, -0.88902507419004] User Vector: [1.9857066273566055, -1.9273326508333002] Predicted: 4.226254086465666 Movie Vector: [1.7532550046489028, -0.30421220115116604] User Vector: [1.896226591293824, -0.29802107152185314] Predicted: 3.4152304072913187 Movie Vector: [1.1526837904691236, -1.3833192838144055] User Vector: [1.946236465050766, -0.8132052724080744] Predicted: 3.368317760705581 Movie Vector: [1.9337830200247306, -0.3638235122766093] User Vector: [1.4300092218202922, -0.5117184993945749] Predicted: 2.95150277338151 Movie Vector: [1.9856649087896188, -0.5957285167899439] User Vector: [1.9794363680053444, -0.021445095291357453] Predicted: 3.943272789940526 Movie Vector: [1.9430526448913459, -0.011255705458446928] User Vector: [1.4417807597697694, -1.5033658224948736] Predicted: 2.8183773615184027 Movie Vector: [1.7659986376522736, -0.4775673652528904] User Vector: [2.089280161000083, -0.19469039052934628] Predicted: 3.7826436948452256 Movie Vector: [1.6739366282341768, -0.6783336664331135] User Vector: [2.0342430458424716, -0.543984224208878] Predicted: 3.77419675845575 Movie Vector: [1.8475760093802485, -0.03024349688955887] User Vector: [1.9102904441818749, -0.34086850411978736] Predicted: 3.539715851162866 Movie Vector: [1.9604558696506311, -0.3973015368929243] User Vector: [1.5825485163708362, 0.2853157938241465] Predicted: 2.9891601245399455 Movie Vector: [2.018823129026384, -0.42317869393509894] User Vector: [1.8693846295100298, -0.25656196667012304] Predicted: 3.882528485070149 Movie Vector: [1.6697151044029346, -0.14515657896292966] User Vector: [2.425300064542579, -0.6334940264647758] Predicted: 4.141515976151234 Movie Vector: [2.1040537043922543, 0.041649051625341] User Vector: [1.9281397319457534, -0.5442458036782551] Predicted: 4.03424222401208 Movie Vector: [2.031998973130627, -0.7778351426811206] User Vector: [1.9036335485409088, -0.5829766009740991] Predicted: 4.321641103450581 Movie Vector: [2.301754359916108, -0.4586543449392735] User Vector: [1.4503088125356038, -0.7915895188540734] Predicted: 3.701320604709389 Movie Vector: [1.7610496425419566, -0.7016437608544337] User Vector: [1.8965063431370446, -0.170004119686642] Predicted: 3.4591241475577283 Movie Vector: [1.971586761690046, -0.18048691431563105] User Vector: [1.7863689361713304, 0.2762028132221099] Predicted: 3.4721303525659706 Movie Vector: [1.8585642536301565, -0.5453063478924968] User Vector: [2.300349386892322, 0.04541785555769576] Predicted: 4.25058049639484 Movie Vector: [1.6678671812660524, -1.2334682211805261] User Vector: [1.8018899843669127, -0.12679474001681304] Predicted: 3.1617104516011594 Movie Vector: [1.2543668441181803, -1.6671602694988625] User Vector: [1.6827313257372616, -0.5270843128834677] Predicted: 2.989496407679275 Movie Vector: [1.3597723468891532, -0.026162492610343695] User Vector: [1.645622555010094, -0.1446637318113669] Predicted: 2.2414568075342998 Movie Vector: [1.996643406098143, -0.17661273382844936] User Vector: [2.0105125172344844, -0.5377956625514422] Predicted: 4.109258122618305 Movie Vector: [2.0471561818558683, -0.28081950074258316] User Vector: [1.9248391496468062, -0.024584998760800274] Predicted: 3.947350311355417 Movie Vector: [2.0459926682228744, -0.4030808093593123] User Vector: [2.0625344254944067, -0.19149469052788323] Predicted: 4.297118147364825 Movie Vector: [2.155766763373327, -0.0945747416408621] User Vector: [1.691548686075215, 0.10517414093536782] Predicted: 3.6366376188625082 Movie Vector: [1.7105063708050092, -0.6443234267473886] User Vector: [1.7633149970710655, 0.14165982754042455] Predicted: 2.924886790712783 Movie Vector: [0.9883388410176753, -1.02423461596098] User Vector: [1.9018897849818475, -0.06657940485556658] Predicted: 1.9479044769954668 Movie Vector: [1.8880979432960932, -0.5601508760070627] User Vector: [1.8854091165629547, -0.3408768812550548] Predicted: 3.750779558899793 Movie Vector: [1.9732547904974942, -0.24197717595065757] User Vector: [1.6267868458413375, -0.2580458860540849] Predicted: 3.27250615144778 Movie Vector: [1.7827195724626594, -0.3088430095746428] User Vector: [1.5919474264836893, -0.17849966223411878] Predicted: 2.893124208416476 Movie Vector: [1.6948349017251125, -0.6044300690866606] User Vector: [2.6435381346631552, 0.9471779443062288] Predicted: 3.907857864354041 Movie Vector: [2.198144786085881, 0.2827313486057871] User Vector: [2.0335316946443904, -0.6611726411772545] Predicted: 4.283062859421657 Movie Vector: [2.355901646776709, -0.1987021979508845] User Vector: [2.047107446548001, -0.083021508725528] Predicted: 4.83928036071226 Movie Vector: [1.501976900499293, 0.3595462696871991] User Vector: [1.9966477682251778, -0.7592924700709538] Predicted: 2.725918051092093 Movie Vector: [2.1630475641025546, -0.2696723963688112] User Vector: [1.8733060055205026, -0.017515918280519138] Predicted: 4.056773551717117 Movie Vector: [1.3060595098935792, -0.7304880067110275] User Vector: [1.3611557399335084, -0.35052187541188007] Predicted: 2.0338024246646254 Movie Vector: [1.593950237995677, -0.9894935503774559] User Vector: [2.080395393706029, -0.6885195612256493] Predicted: 3.997332398064331 Movie Vector: [1.7873769486080222, -0.15197702406808858] User Vector: [1.4953319642610576, -0.43455264282531136] Predicted: 2.7387639008944835 Movie Vector: [1.7920316616316716, -0.430373141508668] User Vector: [1.794304766754877, -0.327661582136043] Predicted: 3.3564676970969605 Movie Vector: [0.595094293446362, -1.9492077760760798] User Vector: [1.740843710696538, -0.05948224938526588] Predicted: 1.151909421057756 Movie Vector: [2.237014216220604, -0.4588699923455597] User Vector: [1.380005174277042, -0.1548119687879755] Predicted: 3.1581297602484746 Movie Vector: [2.110173745504337, -0.37480104460499236] User Vector: [2.081087817926513, -0.3750579384570192] Predicted: 4.532028982598523 Movie Vector: [2.0190621436749323, 0.19144761021216491] User Vector: [2.029156026910971, -0.13537099092756136] Predicted: 4.07107566484064 Movie Vector: [1.5941714345676077, -1.511251432537707] User Vector: [1.588265861424111, -0.49694385338673636] Predicted: 3.282975177102746 Movie Vector: [2.0763459418150156, -0.9926271199123089] User Vector: [1.9973460390355444, -0.42017019125264954] Predicted: 4.56425366936787 Movie Vector: [1.6059650394119587, -0.3725004696725405] User Vector: [2.6204594041688245, -0.5313303198057291] Predicted: 4.406286983972319 Movie Vector: [1.739295600884262, -0.2226738798053301] User Vector: [2.077541944313253, -0.7387985435657775] Predicted: 3.777970702486896 Movie Vector: [1.7710574108099628, 1.037035517176391] User Vector: [1.9431522299138602, 0.03235249501313566] Predicted: 3.4749848435187403 Movie Vector: [2.1738325449520497, -0.19153986220061836] User Vector: [1.9568935805584504, 0.2824197933799303] Predicted: 4.199864304118987 Movie Vector: [1.6756525182713746, -0.11297958963229975] User Vector: [1.8626072889114562, -0.635444312713352] Predicted: 3.1928748318996325 Movie Vector: [1.835049425640053, -0.21990831224826515] User Vector: [1.880479743178936, -0.3553462395500145] Predicted: 3.5289168644514723 Movie Vector: [1.642883345600545, -0.45126400656759885] User Vector: [2.0079170006282587, -0.2193684403254737] Predicted: 3.3977664809761237 Movie Vector: [1.4696000908880036, -0.9620494011529841] User Vector: [0.8373455729380586, -0.39539934625615636] Predicted: 1.6109568343764549 Movie Vector: [1.872198794866873, -0.22717103513928186] User Vector: [1.8862385749127821, 0.12937494770911687] Predicted: 3.5020233459909482 Movie Vector: [2.0200957520053464, 0.018957972146611757] User Vector: [1.9776058183264913, 0.0753156067095008] Predicted: 3.9963809439166056 Movie Vector: [2.27928160695553, -0.10400368487690123] User Vector: [2.1237855467249678, 0.1307930286959027] Predicted: 4.827102376827629 Movie Vector: [1.7596306737512533, 0.2752098389553324] User Vector: [1.8361665067279878, -0.25745286224102765] Predicted: 3.1601213465973115 Movie Vector: [2.225929287676679, -0.08780804757542585] User Vector: [1.5693880238067435, 0.46410626562676977] Predicted: 3.4525945008682473 Movie Vector: [1.9181886270931718, -1.082562702138606] User Vector: [2.1303239941346153, -0.3503398992353663] Predicted: 4.465628165555925 Movie Vector: [1.7920153916951564, -0.6601357247852396] User Vector: [2.0218757850563556, -0.002753700117846045] Predicted: 3.625050342739853 Movie Vector: [2.131246231672806, -0.038332900221024035] User Vector: [1.8103557677003042, 0.7034083944376712] Predicted: 3.8313502240997925 Movie Vector: [1.6943734377210893, -0.2715382349175441] User Vector: [2.0662231493985272, -1.0846025028361275] Predicted: 3.795464669952551 Movie Vector: [1.6833291459939093, -0.35713503384522727] User Vector: [1.5423230461761859, -0.5855314100135601] Predicted: 2.80535111609912 Movie Vector: [2.227445219081397, 0.02516734261228315] User Vector: [2.2540418602435404, 0.49161504151088115] Predicted: 5.033127409391868 Movie Vector: [2.2250581754745937, -0.10625519357953819] User Vector: [1.5888403689572328, 0.12689585943351325] Predicted: 3.5217789083638107 Movie Vector: [1.2744114298153848, 0.5797902188396737] User Vector: [1.876487377122597, -0.31659456954012666] Predicted: 2.2078585265522075 Movie Vector: [1.3963337388766794, -0.6225282168052525] User Vector: [2.256878122233391, -0.8291319319462944] Predicted: 3.667513089697951 Movie Vector: [1.7150353778667453, -0.1902481701881778] User Vector: [1.6968999541639942, -0.5659562848526615] Predicted: 3.0179156016914264 Movie Vector: [2.201043571281521, -0.1167283683888377] User Vector: [1.910081079904993, -0.11501113525159241] Predicted: 4.217596743715816 Movie Vector: [2.1491277727282494, -0.4041225264121259] User Vector: [2.0181132875515626, 0.016518062992617502] Predicted: 4.330507993440964 Movie Vector: [1.7847719712371939, 0.009354269047717793] User Vector: [1.7250880705330724, -0.17672328034102752] Predicted: 3.077235719091774 Movie Vector: [2.275310895458027, -0.20412706812634956] User Vector: [1.9293305721971696, -0.2691276270136749] Predicted: 4.444763105314593 Movie Vector: [1.9045082365619674, 0.4919010627815608] User Vector: [2.305104834153729, 0.17330220317983713] Predicted: 4.475338680711132 Movie Vector: [1.8307509810981477, -0.3781230398905463] User Vector: [2.021636486095283, -0.9653757558622317] Predicted: 4.0661437957860125 Movie Vector: [1.4468024992113067, 0.04289237068889047] User Vector: [2.0368458380751107, -0.20720853821375868] Predicted: 2.9380259836042506 Movie Vector: [1.1518769543334477, -1.4006813150499828] User Vector: [2.153606984173928, -0.770543119933228] Predicted: 3.559975604292296 Movie Vector: [1.813637482572738, -0.5676825414098562] User Vector: [1.908285418759143, -0.13625552156134713] Predicted: 3.538287843669666 Movie Vector: [1.736707858974027, 0.08448197878268633] User Vector: [1.7943756569195952, -0.9736214402220271] Predicted: 3.0340528394687376 Movie Vector: [2.2439323416925876, -0.12427214162623729] User Vector: [1.8434332850918098, -0.349411044636822] Predicted: 4.179961626995003 Movie Vector: [1.215642071443589, -0.8768831838610358] User Vector: [2.163725294986198, -0.011589420126849277] Predicted: 2.640478067251847 Movie Vector: [1.6912806906493325, -0.37798603730067454] User Vector: [1.6233746737317558, -0.251784975086566] Predicted: 2.840753444356499 Movie Vector: [1.4418265645011055, -0.6497663701464557] User Vector: [1.61163576584158, 0.267508341466759] Predicted: 2.149881335471719 Movie Vector: [0.9645093532808993, -0.7211993423862709] User Vector: [2.246159630021812, -0.2592552961692755] Predicted: 2.3534167212254413 Movie Vector: [1.975086483915004, 0.07381435725371385] User Vector: [1.8100727945334254, -0.3123018657611219] Predicted: 3.551997949894936 Movie Vector: [2.1079462743545463, -0.6229079289217633] User Vector: [2.0628928297436078, -1.0989341892160946] Predicted: 5.03300207467666 Movie Vector: [1.7788797730430006, 0.10429876180969895] User Vector: [1.7659678867714599, 0.2418092103880242] Predicted: 3.166664954858894 Movie Vector: [1.5703413768639605, 0.3159427219948123] User Vector: [1.6699168707140224, 0.258648579916903] Predicted: 2.704057694384453 Movie Vector: [1.734287611212267, -0.6178649376224092] User Vector: [2.030408962888434, -1.0788629646838779] Predicted: 4.18790470840929 Movie Vector: [1.3047904701733823, -1.0948674673740713] User Vector: [2.027412967124679, -0.4225655266680476] Predicted: 3.108002366592858 Movie Vector: [1.6527761263042466, -0.20787402544589167] User Vector: [1.7819227196022713, -0.2659367015727044] Predicted: 3.0004006625474915 Movie Vector: [2.0777787398204275, -0.40470651137833347] User Vector: [2.01028450920058, -0.1605816117375779] Predicted: 4.241914838085132 Movie Vector: [1.4628298747266286, -0.6130903084179202] User Vector: [1.7306914383282026, -0.04452251902852699] Predicted: 2.5590034648428355 Movie Vector: [1.683342244866756, -0.5784239802112489] User Vector: [1.7581957907616825, -0.009949889677324606] Predicted: 2.965400504125873 Movie Vector: [1.8928656688429173, -0.08807643337505276] User Vector: [2.176285806880442, -0.06364937557033658] Predicted: 4.12502269942088 Movie Vector: [2.2553576625688248, 0.03647814229430293] User Vector: [1.7830198621246873, 0.20055179441742288] Predicted: 4.02866326544946 Movie Vector: [2.1233212566543025, -0.3963014370215687] User Vector: [2.009136939278546, 0.17556262246226753] Predicted: 4.19646745113043 Movie Vector: [1.914677612301055, -0.035520928767047016] User Vector: [2.0350767456814016, -0.4783951780371295] Predicted: 3.913508925312223 Movie Vector: [1.6162454952770968, -0.5551429592017627] User Vector: [2.0805166925047764, 0.41857380522550225] Predicted: 3.130257431232422 Movie Vector: [0.8846674609932027, -1.6079051888269082] User Vector: [1.986446947098992, -0.4248522279282737] Predicted: 2.4404670788583074 Movie Vector: [1.59183057884993, 0.3414617251521858] User Vector: [2.0279633765282306, -0.43196672573043493] Predicted: 3.0806740121691365 Movie Vector: [1.3904358515830653, -1.2323885571841477] User Vector: [2.142217742162438, -0.13277863201945195] Predicted: 3.1422512173393184 Movie Vector: [1.2450995919228056, -1.0824263378093306] User Vector: [2.081411337611515, -0.4541533187881226] Predicted: 3.0831519207433793 Movie Vector: [1.96539770571514, -0.5512101947480722] User Vector: [2.135533701575409, -0.15565989928651108] Predicted: 4.282974360953852 Movie Vector: [1.6295740527419935, 1.039297386702855] User Vector: [1.9512975945220543, -0.487202916910302] Predicted: 2.673435210872122 Movie Vector: [1.9136779102824715, -0.2829182389842608] User Vector: [1.9224723133681874, 0.07196061858552008] Predicted: 3.658633827735908 Movie Vector: [1.80675717641118, -0.24666401578422845] User Vector: [2.225841219211028, -0.4827183177168042] Predicted: 4.1406238351019695 Movie Vector: [1.97975165334656, -0.29026931454470606] User Vector: [1.6938686757385875, -0.5090772725486248] Predicted: 3.501208822298395 Movie Vector: [2.0633054536247073, -0.1173045453445646] User Vector: [1.6573732700085622, 0.07466098176778328] Predicted: 3.410909234179232 Movie Vector: [1.337622583955631, -0.7055654726884207] User Vector: [1.997380813408641, -0.5246861389407612] Predicted: 3.0419421084098675 Movie Vector: [1.6394409238785101, 0.20749511327084644] User Vector: [1.9968614410538936, 0.0366297571640603] Predicted: 3.281336861390609 Movie Vector: [1.7173741784872614, -0.37505504095657066] User Vector: [1.9332708340884244, 0.07765510739986053] Predicted: 3.291024470999649 Movie Vector: [1.6503236948085733, -0.34460476113835375] User Vector: [1.8985449587425185, -0.6378673826193031] Predicted: 3.3530258680976157 Movie Vector: [1.1905724736571845, -1.0605690763629025] User Vector: [1.7273768044010551, 0.7848089387344024] Predicted: 1.2242231836789117 Movie Vector: [0.9034035181024994, 0.0153906045081421] User Vector: [1.6192333178274803, -0.6757089802426023] Predicted: 1.4524215062766144 Movie Vector: [1.682729472445811, -0.12544270655326578] User Vector: [1.7946821896978098, -0.4837711351231196] Predicted: 3.080650174820278 Movie Vector: [2.286342522138025, -0.3259855413692207] User Vector: [1.8883629622551767, 0.6546903456921299] Predicted: 4.104024951064882
avg loss: 0.9397169855771952: 21%|█████████▌ | 14864/70000 [00:20<01:14, 738.19it/s]
Movie Vector: [1.9376601600520318, -0.6272174445031969] User Vector: [1.676853674244192, -0.04281118549900727] Predicted: 3.2760244811846784 Movie Vector: [1.751743311680175, -0.28317340046410955] User Vector: [1.6516618579661482, -1.0246952498293012] Predicted: 3.1834540511830345 Movie Vector: [2.151426170713512, 0.16469748474695206] User Vector: [1.591659707594832, -0.05727244373090504] Predicted: 3.4149057223619463 Movie Vector: [2.1182736633603065, -0.40794124758580175] User Vector: [1.7169658658544975, -1.2163857038015244] Predicted: 4.133217476082534 Movie Vector: [1.8724143459443738, -0.618183417492199] User Vector: [2.2717817799847424, -1.2015319429505684] Predicted: 4.996483918417701 Movie Vector: [2.1973217661715347, 0.25850909961984153] User Vector: [2.201414060101324, -0.49459500390828554] Predicted: 4.709357721479888 Movie Vector: [2.0674989833792186, 0.34378241906418333] User Vector: [2.015710796474632, 0.6303905429436906] Predicted: 4.384197208306182 Movie Vector: [1.8176413198661432, -0.277786399317197] User Vector: [2.1729801118236285, -0.16616201955739382] Predicted: 3.9958559876141013 Movie Vector: [1.766687768753279, -0.48572140713228323] User Vector: [1.9398309010387176, 0.06939432410690775] Predicted: 3.3933692175625536 Movie Vector: [2.0978056081623175, 0.13387340741077838] User Vector: [1.7093344494961988, -0.9455895158162738] Predicted: 3.459262103883941 Movie Vector: [1.9126360997442295, -0.0976522264166904] User Vector: [1.798872627240213, 0.08451529988053248] Predicted: 3.432335618501768 Movie Vector: [2.3391850222979054, -0.3677426707274138] User Vector: [1.9557823056592076, -0.1224292641632389] Predicted: 4.619959140851864 Movie Vector: [2.0663127036299116, -0.7883435212440782] User Vector: [1.523490017646806, -0.8796138088832467] Predicted: 3.841444624746888 Movie Vector: [1.1435619979816267, -0.45757618652526943] User Vector: [2.05377430744258, -0.37702083905692574] Predicted: 2.5211340081985942 Movie Vector: [2.0727313824332745, -0.7920494585622269] User Vector: [2.0062749326403266, -0.3976421624014994] Predicted: 4.47342127410443 Movie Vector: [1.7909094300757469, -0.36334126371908887] User Vector: [1.9841510827970106, -0.30344542375219247] Predicted: 3.6636891286120665 Movie Vector: [1.6696104939371224, -0.21777535219201896] User Vector: [1.9954360067261843, -0.19994519556727983] Predicted: 3.37514403219379 Movie Vector: [2.123651542429301, -0.11805406811555193] User Vector: [2.0064059717767764, 0.2794682131480445] Predicted: 4.227914777232002 Movie Vector: [1.1029869215421888, -0.7394105334713579] User Vector: [2.2725884999043005, -0.019325649614645914] Predicted: 2.520924982332871 Movie Vector: [1.6949382752961926, -0.6951101199822792] User Vector: [1.740517660261924, -0.40211566938707344] Predicted: 3.229584672401313 Movie Vector: [1.4022601370827694, -0.3233612017016281] User Vector: [1.6774433729357021, -0.7087782298799363] Predicted: 2.58140335423533 Movie Vector: [1.5530905654094018, -0.7050571053696331] User Vector: [1.9124353582642828, -0.04910377768456512] Predicted: 3.0048062792326005 Movie Vector: [1.798045557324417, 0.6121299923749443] User Vector: [1.7842146131324297, -0.031236730021776377] Predicted: 3.1889782191460205 Movie Vector: [1.274114216557038, -1.36967377056952] User Vector: [2.159094840374678, -0.015212123780567374] Predicted: 2.771769077953226 Movie Vector: [2.16281727042102, -0.5101356558164275] User Vector: [1.8256566311174658, -0.3878407961339492] Predicted: 4.14641311052767 Movie Vector: [1.8086204010430138, -0.21491413215161784] User Vector: [1.34718256551687, -0.9771434098934456] Predicted: 2.6465437998482 Movie Vector: [2.1158461169699345, -0.551706283013665] User Vector: [1.9889974640374668, -0.3903305544372895] Predicted: 4.423760380281981 Movie Vector: [2.225892779307643, 0.08359098499702264] User Vector: [1.617114883547875, 0.12554564124402462] Predicted: 3.6100188264138056 Movie Vector: [1.4256543435480755, -0.7809202830520757] User Vector: [1.8126685737764443, -0.39330278307504296] Predicted: 2.8913769463016146 Movie Vector: [2.102299316873357, 0.042144253310865104] User Vector: [1.957298587698262, -0.2047364080075003] Predicted: 4.106199020794217 Movie Vector: [1.3689612307609917, -0.8216160270279305] User Vector: [2.0711515779762846, -0.9816977623384363] Predicted: 3.6419048285137 Movie Vector: [2.066361461230071, -0.17475700621769266] User Vector: [2.1073277214089554, -0.37971857043412827] Predicted: 4.420859270275576 Movie Vector: [1.5680665553880884, 0.2911778615585587] User Vector: [2.2107271890331717, -0.4523079844665843] Predicted: 3.334865296527195 Movie Vector: [2.1332887017133277, -0.1141519555784899] User Vector: [2.0435888851112702, -0.0014053353341150349] Predicted: 4.359725501331441 Movie Vector: [2.2178766253251747, -0.3367668553531338] User Vector: [0.9696886815332788, -0.48203557413895587] Predicted: 2.312983465086165 Movie Vector: [0.9435654637414334, 0.5788066924773486] User Vector: [1.532611913256791, -0.7503624498371171] Predicted: 1.0118048629183674 Movie Vector: [1.3191294377088343, -0.9480736253044294] User Vector: [1.657272272556509, -0.48014328772756604] Predicted: 2.641367828489371 Movie Vector: [2.402708213837491, 0.19998688376187346] User Vector: [1.9089584530803587, -0.3824733470135197] Predicted: 4.510180502299481 Movie Vector: [1.2735340825109052, -0.421196855999847] User Vector: [2.2914133720349015, -0.18555258113264284] Predicted: 2.996347190203413 Movie Vector: [1.9957509177440285, 0.0577003381439327] User Vector: [1.8534379170245, -0.1469038820491662] Predicted: 3.690524020214333 Movie Vector: [1.940201108930519, -0.018065662002242754] User Vector: [2.0260596919589973, -0.5513771296132103] Predicted: 3.9409242539576312 Movie Vector: [1.6289197674883793, -0.6108443771422023] User Vector: [1.5824608735626102, -0.7197838488319065] Predicted: 3.0173777150398076 Movie Vector: [1.8971579951479975, -0.2254591121226607] User Vector: [2.16081644454783, 0.3909926969702208] Predicted: 4.011257327515835 Movie Vector: [2.1677867252944063, 0.09516043893072629] User Vector: [1.715750506769932, -0.03603085831878147] Predicted: 3.7159524602003424 Movie Vector: [1.7564925093570096, -0.5605404205693746] User Vector: [1.859939816783618, -0.4188667806738294] Predicted: 3.501762117436722 Movie Vector: [1.2812998621692337, -1.3138799816875348] User Vector: [1.7952197951220525, -0.9401086629570532] Predicted: 3.5354048289236717 Movie Vector: [2.1527606003170496, 0.10420214206816805] User Vector: [1.9794044830601483, -0.12614290054642893] Predicted: 4.248039622779194 Movie Vector: [2.182849454510108, 0.28770439859673114] User Vector: [1.380906671090651, -0.2974940938452337] Predicted: 2.928721014363774 Movie Vector: [2.116849668176762, -0.25795928502478754] User Vector: [1.8756905354492759, -0.3686920020939988] Predicted: 4.065662412822618 Movie Vector: [1.4347724335241832, -0.9603291866269116] User Vector: [1.687169794486775, -0.47911639116892674] Predicted: 2.8808141660351625 Movie Vector: [1.7474272254691685, -0.09138674765288798] User Vector: [1.9396996804438382, 0.025042824267867934] Predicted: 3.3871954485795257 Movie Vector: [2.001295452192875, -0.25343430943499456] User Vector: [1.6368982524197981, -0.14449587319696636] Predicted: 3.3125372401100863 Movie Vector: [1.788731860116629, -0.40857905000578665] User Vector: [1.7882681983618494, -0.30143317751037635] Predicted: 3.321891582150619 Movie Vector: [1.6281890479612608, -0.6105120086631878] User Vector: [1.7180937535819838, -0.542540020231576] Predicted: 3.1286086304845853 Movie Vector: [1.714025792284286, -0.6440406862043634] User Vector: [2.205445570481772, -0.3750655846956502] Predicted: 4.021748087823916 Movie Vector: [1.6059395080713057, -0.2989556459194352] User Vector: [1.8608054455667316, -0.10145165367260227] Predicted: 3.0186705265231315 Movie Vector: [1.6469639626506891, -0.8313700822699476] User Vector: [1.7759393402658583, -0.5293316017019113] Predicted: 3.3649785505265095 Movie Vector: [1.8078767974162049, -0.8855614889976421] User Vector: [2.099479867338117, -0.19744862984978181] Predicted: 3.9704538414533506 Movie Vector: [1.900439503390042, 0.08669361347025117] User Vector: [1.5349477478787323, -0.1116745406217859] Predicted: 2.9073938662491887 Movie Vector: [2.1586783016549638, -0.28664888018758106] User Vector: [1.9026818211352161, -0.10924720191331802] Predicted: 4.138593550330021 Movie Vector: [1.4061530228643262, -0.7234340639872417] User Vector: [2.2254152524042183, -0.5583871128305534] Predicted: 3.533230642609679 Movie Vector: [1.5580991721084, -0.4042730439395993] User Vector: [1.7688502127471686, -0.17649391610908513] Predicted: 2.8273957847673707 Movie Vector: [2.285409896856973, -0.02595638281457617] User Vector: [1.7078321903845566, -0.036842089729678076] Predicted: 3.9040528774605003 Movie Vector: [1.6292340901240618, -0.6441770789587116] User Vector: [1.9153898780162228, 0.13578889231383617] Predicted: 3.0331463931368323 Movie Vector: [2.066572539270196, -0.37131354900171787] User Vector: [1.3788203199287852, -0.38968481617070255] Predicted: 2.9941274618369986 Movie Vector: [1.1393946513705169, 0.22237518330947093] User Vector: [1.7542544612815636, -0.1034086314918102] Predicted: 1.975792636943308 Movie Vector: [1.7987509746875634, -0.25406759952348046] User Vector: [2.2259295789343496, 0.4029647349175162] Predicted: 3.90151271680093 Movie Vector: [1.4378793768488705, -0.9073302551267479] User Vector: [2.1105306916062827, -0.3121931994132657] Predicted: 3.3179508909397315 Movie Vector: [2.1360519669527926, -0.37946487104411997] User Vector: [1.9385991052662763, -0.7609912801755739] Predicted: 4.429717889934477 Movie Vector: [2.2897640350719977, -0.02605031215477512] User Vector: [1.923469591268863, -0.3027480809793435] Predicted: 4.412178174655849 Movie Vector: [2.0994725590378445, -0.9974921332808662] User Vector: [1.8229634142549347, -0.01804501569672179] Predicted: 3.8452614255605835 Movie Vector: [2.2723642938125352, -0.3568091274686875] User Vector: [1.6140435230385775, -0.5915743108663536] Predicted: 3.8787739841053672 Movie Vector: [1.9758479261141075, -0.30684175770548744] User Vector: [2.2192796426429564, -0.25506224786922516] Predicted: 4.463222827843849 Movie Vector: [1.8726265973702114, -0.6182956760155869] User Vector: [1.6803720660312738, -0.7004832802725117] Predicted: 3.5798152076418046 Movie Vector: [1.778705880031404, 0.07174025338875595] User Vector: [2.1901221917962346, -0.39428016348608147] Predicted: 3.867297461700577 Movie Vector: [1.5946564523812687, 1.0480156656547748] User Vector: [1.8181897834847267, -0.2001779330522535] Predicted: 2.689598460130467 Movie Vector: [1.8062054237247809, -0.818796498692786] User Vector: [1.888953280262641, 0.18489800291136962] Predicted: 3.26044382257398 Movie Vector: [2.0075021105461404, -0.31047977937727916] User Vector: [1.9030677002951062, -0.7677430612524864] Predicted: 4.058781121130724 Movie Vector: [1.5969416890833061, -0.7855519666905253] User Vector: [1.5675811814533718, 0.28736176079680276] Predicted: 2.2775981433397714 Movie Vector: [2.1479217649186335, 0.081359838980743] User Vector: [1.7773085943353804, -0.11743394234917791] Predicted: 3.8079654061095027 Movie Vector: [2.0234958136488013, -0.29253103190166396] User Vector: [1.73934411523218, 0.4781017549490186] Predicted: 3.3796959359377614 Movie Vector: [2.0378254819981625, -0.2340755801519263] User Vector: [1.9211395025932645, -0.67773760940485] Predicted: 4.07358885697005 Movie Vector: [1.770276126038739, -0.7063900645876156] User Vector: [1.9984835527170461, -0.7836003146513386] Predicted: 4.091395198533504 Movie Vector: [1.3952841602695345, -0.9491154492561481] User Vector: [1.7642832004579043, -0.16248818407588903] Predicted: 2.615896449656557 Movie Vector: [1.6850205907182607, -0.24387603934239274] User Vector: [1.5817087011063438, -0.7195017844081565] Predicted: 2.8406809753636693 Movie Vector: [2.0613374269760603, 0.18766415873443082] User Vector: [1.8255328196046319, -0.33111682270964865] Predicted: 3.7009003652475405 Movie Vector: [1.8039762108883943, -0.6716663606761923] User Vector: [1.821452899086312, 0.255772111878767] Predicted: 3.114064175657331 Movie Vector: [1.39258351017169, -0.6579400084285154] User Vector: [1.5600649900435568, -0.24986388831213924] Predicted: 2.336916228712889 Movie Vector: [1.700062980423016, 0.0540150860617871] User Vector: [1.8588001315379425, -0.19983282041160025] Predicted: 3.1492833046405866 Movie Vector: [1.9505430329846043, -0.41548401682634195] User Vector: [1.9886002349911045, -0.47753294994454376] Predicted: 4.077257641963337 Movie Vector: [1.9305194240953318, 0.1694985633648821] User Vector: [1.5700545395147638, 0.22768074510821884] Predicted: 3.0696123446239927 Movie Vector: [1.9346542708688381, 0.5859768475685366] User Vector: [2.1197001788151293, -0.06101640462986483] Predicted: 4.065132803471156 Movie Vector: [1.5846693929242026, -0.8327283909397195] User Vector: [1.856126952718606, -0.6622194689044125] Predicted: 3.4927965241445706 Movie Vector: [1.7750358678750213, -0.42726950561852123] User Vector: [2.034207371448385, -0.226589828321285] Predicted: 3.7076059709416707 Movie Vector: [2.036445165017345, -0.19441131124434036] User Vector: [2.237009939994508, 1.6527309146352696] Predicted: 4.234238492149257 Movie Vector: [1.5251759257301336, -1.2250149726931483] User Vector: [1.9867110674552084, -0.1270332636300963] Predicted: 3.1857015414412433 Movie Vector: [1.4200483325340003, -0.9046926574857004] User Vector: [2.174232528977697, 0.18736705331555917] Predicted: 2.9180056799266434 Movie Vector: [2.103681160350917, 0.3441065282515551] User Vector: [1.6659278096134242, -0.17999554415741092] Predicted: 3.4426433057876737 Movie Vector: [1.4816080514540575, 0.9388927128563351] User Vector: [2.2050636440327303, -0.5288990838461051] Predicted: 2.770460553308017 Movie Vector: [1.7556456239208549, -0.6912862675457614] User Vector: [2.048895271090279, -0.028631431281813436] Predicted: 3.61692653182708 Movie Vector: [2.004419809914927, 0.5166868124285072] User Vector: [1.839842671254337, -0.396409063410461] Predicted: 3.4829977619976686 Movie Vector: [1.59888438341172, 0.9399248433431021] User Vector: [1.8107292296281516, 0.06537300283461356] Predicted: 2.956592397287778 Movie Vector: [2.0461451968377595, 0.1439650017014251] User Vector: [2.0536782787415953, -0.5157540687764072] Predicted: 4.127873410508241 Movie Vector: [2.311040704255196, -0.2678362851267752] User Vector: [2.03823400940381, -0.20974471183060617] Predicted: 4.766619004971168 Movie Vector: [2.001387719753614, -0.37823318452851235] User Vector: [1.5750810175444279, 0.11364101634594599] Predicted: 3.1093650026248607 Movie Vector: [2.0109924998854503, 0.056492287113693376] User Vector: [2.0087827888802425, -0.32503450257517846] Predicted: 4.021285179895812 Movie Vector: [2.1849214088263302, 0.3126418955860657] User Vector: [1.7328929468536398, -0.402583056725386] Predicted: 3.6603705687992085 Movie Vector: [1.8292004901124352, -0.5306070403863765] User Vector: [1.7898471622323806, -0.39649847232541685] Predicted: 3.484374187300131 Movie Vector: [2.1217567559247197, 0.35204116258200346] User Vector: [2.3221943524438036, -1.0402288344350537] Predicted: 4.560928187642031 Movie Vector: [1.6473633281793967, -0.8597623802893254] User Vector: [1.9482908963346515, -0.7700423282424484] Predicted: 3.8715964003007333 Movie Vector: [2.185898555287628, -0.25898899836942474] User Vector: [1.7283095830877446, -0.34391833059534344] Predicted: 3.866980484723037 Movie Vector: [1.9940820208529546, 0.36342744034272434] User Vector: [1.9143479081986086, 0.5731945571879965] Predicted: 4.025681376133522 Movie Vector: [1.53022852681068, -0.2640704417964847] User Vector: [1.9857774021060606, -0.7142889335278356] Predicted: 3.227315822845732 Movie Vector: [2.220046933804908, -0.07219953889286393] User Vector: [2.1454948854545517, 0.02395502677093213] Predicted: 4.7613698000604625 Movie Vector: [2.140063862772119, -0.3920838063550964] User Vector: [2.000155489920168, -0.30669241179723106] Predicted: 4.400709612101098 Movie Vector: [1.9646404450137065, -0.44672066589283516] User Vector: [1.7928041902955287, -0.97369788405759] Predicted: 3.9571865893892966 Movie Vector: [1.23588657247105, -0.5058853417609329] User Vector: [1.4074144089144212, -0.7830422538039699] Predicted: 2.135534168058485 Movie Vector: [1.8301024216100565, 0.45501244091889154] User Vector: [1.7043489573088066, -0.5884692500061632] Predicted: 2.851372324188408 Movie Vector: [1.4689572223358798, 0.06801647091832996] User Vector: [1.9976854332128233, -0.7958214407631815] Predicted: 2.8803854791913053 Movie Vector: [1.972370821773435, -0.12692350109685016] User Vector: [1.6050239350919957, -0.327263095318188] Predicted: 3.207239755661009 Movie Vector: [1.9681440844571014, 0.09006063772596706] User Vector: [2.088554695768935, -0.3051864819994833] Predicted: 4.083091280348514 Movie Vector: [1.717645557793808, -0.24766710284956833] User Vector: [1.750484579664424, -0.7424330123132702] Predicted: 3.1905882954666644 Movie Vector: [1.3827199963334458, -0.7716046262942361] User Vector: [1.989243110477591, -0.5147466800901138] Predicted: 3.147747146153038 Movie Vector: [1.3266584033837432, -1.2592392134047063] User Vector: [1.6177814339620724, 0.23187114067830075] Predicted: 1.85426210140499 Movie Vector: [1.7878181408215457, -0.036415543433557226] User Vector: [1.68308142200751, -0.5275496206162055] Predicted: 3.028254504867656 Movie Vector: [1.7652906894412224, -0.2775502650198525] User Vector: [1.8985055004052662, 0.27537506257847527] Predicted: 3.274983662119851 Movie Vector: [1.5940977040188173, -0.9895423551584391] User Vector: [2.106662973859693, -0.4115835894255112] Predicted: 3.7655060041958746 Movie Vector: [2.1569909313792066, 0.08076060259901363] User Vector: [2.2006776135798507, -0.05991363721361856] Predicted: 4.742002993935701 Movie Vector: [2.098437842533132, -0.16517190131404091] User Vector: [1.5339185157959254, -0.4454233568113512] Predicted: 3.2924040836426385 Movie Vector: [1.6735467497503704, -0.4799164009795148] User Vector: [1.941649480536752, -0.4345923799894254] Predicted: 3.4580091882044233
avg loss: 0.9395830399974954: 21%|█████████▋ | 15022/70000 [00:20<01:14, 739.68it/s]
Movie Vector: [2.0749216519230482, 0.15001123512875966] User Vector: [1.5063000884082265, -0.5778887809577499] Predicted: 3.0387648579333058 Movie Vector: [0.85582944453487, -0.4547045618040418] User Vector: [1.9221370934833655, -0.5058006802175051] Predicted: 1.875011397694225 Movie Vector: [2.3102482853642496, -0.19685070210036354] User Vector: [2.1741172441842957, -0.0021417137843081184] Predicted: 5.023172233419755 Movie Vector: [2.1133955510923177, 0.13525080667182732] User Vector: [1.807592644116172, -0.2787323610331587] Predicted: 3.7824594755870393 Movie Vector: [1.5929517608953339, -0.3135320899872478] User Vector: [1.7602062307794002, -0.574581636916963] Predicted: 2.9840733963498534 Movie Vector: [1.8229826453615503, -0.21922486248509693] User Vector: [1.7800110091842825, -0.09295785910087662] Predicted: 3.2653078521737444 Movie Vector: [1.5380394089046867, -1.0622655297863774] User Vector: [1.785414508026752, -0.7638787476588226] Predicted: 3.5574799371496715 Movie Vector: [1.9226662239317869, 0.2832099062433321] User Vector: [1.7582274608282478, -0.04898528153541472] Predicted: 3.366611435932873 Movie Vector: [2.26952057600795, -0.2635636514182759] User Vector: [1.680803252589153, -0.12218294490784049] Predicted: 3.846820549073119 Movie Vector: [2.1516600321950077, -0.28633523177025927] User Vector: [1.962900014331039, -0.272139273384772] Predicted: 4.301416569949523 Movie Vector: [2.09879103571282, -0.1806004787527302] User Vector: [1.6588875208805254, 0.18075039944046614] Predicted: 3.449014649406215 Movie Vector: [2.029522200260016, -0.3824051889551552] User Vector: [1.5663252188648484, -0.22332613985568295] Predicted: 3.2642928792234764 Movie Vector: [2.303775819143737, -0.20809771860743137] User Vector: [1.9941649093152576, -0.1468660805601901] Predicted: 4.6246713937708455 Movie Vector: [1.283728903025251, -1.3385471264608977] User Vector: [1.8357896040034194, -0.4868355761959957] Predicted: 3.008308536108555 Movie Vector: [1.787240558092037, -0.3093499323500963] User Vector: [1.7293028263660337, -0.20680314065318212] Predicted: 3.1546546860754163 Movie Vector: [1.7322123735199646, 0.24367473115246008] User Vector: [1.633846341922258, 0.18290518704506437] Predicted: 2.8747382221876627 Movie Vector: [1.7565371895087747, 0.09533217212937259] User Vector: [1.5901227990371147, -0.10915758359695373] Predicted: 2.7827036028457885 Movie Vector: [1.715599801520102, -0.12660794494899572] User Vector: [1.4889689367054373, -0.4094758823132017] Predicted: 2.606317712247297 Movie Vector: [1.7084096113044085, -0.80101222450562] User Vector: [1.4300476701960696, -0.16507699059821346] Predicted: 2.57533587184021 Movie Vector: [1.7657185756124352, 0.09470189507042273] User Vector: [1.6945532574211184, -0.40806910905291727] Predicted: 2.953459246046019 Movie Vector: [0.961228007718774, -1.2499908859633015] User Vector: [2.24746169481029, -0.259438814662895] Predicted: 2.4846192811204952 Movie Vector: [1.3492140286881917, -0.025234329765253385] User Vector: [2.1468702869755414, -0.47958053796636446] Predicted: 2.9086894024052854 Movie Vector: [2.1187668554693895, -0.3888182449691673] User Vector: [1.8919963839316396, 0.1413695748196781] Predicted: 3.9537321589688705 Movie Vector: [1.7979567245314976, -0.48460281063472443] User Vector: [2.2684729309267557, 1.141214952808973] Predicted: 3.5255801869078334 Movie Vector: [2.034465295040679, -0.0018429494602352995] User Vector: [2.0696643912915103, 0.25591628983706993] Predicted: 4.210188735675849 Movie Vector: [2.0019488583391793, 0.15343905529235616] User Vector: [1.8201348545385165, -0.18153003860882197] Predicted: 3.615963096435409 Movie Vector: [1.9128189213008493, -0.4757638841853382] User Vector: [1.4584189707694803, -0.21302677739626902] Predicted: 2.8910418495215064 Movie Vector: [1.7854758124124062, -0.19812681405979257] User Vector: [2.143689181475279, -0.0057358189548051865] Predicted: 3.828641602389799 Movie Vector: [1.285821808813701, -0.6572695269850597] User Vector: [2.2576965733036976, -0.17440139969589386] Predicted: 3.0176242171215075 Movie Vector: [1.223984946696428, -0.7900659598869593] User Vector: [1.984605477215409, 0.035078586537616765] Predicted: 2.401412832098621 Movie Vector: [1.5007009602442345, -0.9029943912686167] User Vector: [2.0983826138787247, -0.3045275226942627] Predicted: 3.4240314485874546 Movie Vector: [1.9480099152704593, -0.019779933943741817] User Vector: [1.9481416619297955, -0.7251411264001542] Predicted: 3.8093425173707987 Movie Vector: [2.3260117006949454, 0.3956608078170105] User Vector: [1.4714058384511235, -0.6152127015607471] Predicted: 3.179091642229359 Movie Vector: [2.0791881834577195, 0.24289478599995468] User Vector: [1.924549404370636, -0.5965277795368613] Predicted: 3.856606892694385 Movie Vector: [1.555885029491931, -0.8135439101935107] User Vector: [1.7773305040260527, -0.3235850543983879] Predicted: 3.028572574108928 Movie Vector: [1.3670116417800178, -0.9092631568834142] User Vector: [2.2306369264482027, 0.4022998377195174] Predicted: 2.6835102265805566 Movie Vector: [1.936050946410699, -0.5951910020871752] User Vector: [2.435362214930507, 0.14956850845365927] Predicted: 4.625963490641847 Movie Vector: [2.1509394742044536, -0.4666914761870852] User Vector: [2.408664246130863, -0.8214762871120908] Predicted: 5.564266988192813 Movie Vector: [1.689924559625566, -0.772018165932556] User Vector: [2.1181645151326984, -0.7725374801996574] Predicted: 4.175951204028024 Movie Vector: [1.9571924632104094, -0.2834893491613744] User Vector: [2.271956718712655, -1.2015896995154585] Predicted: 4.78729444847931 Movie Vector: [2.0909826569124195, 0.21993232740195462] User Vector: [1.499293220254852, -0.7075736446802062] Predicted: 2.979377802696466 Movie Vector: [1.6675429747940687, -0.7426951866375687] User Vector: [1.5692648801222253, 0.11474018176858881] Predicted: 2.5315996457254224 Movie Vector: [1.3857708122395025, -0.905879902915849] User Vector: [2.099524491262622, -0.40116733794403125] Predicted: 3.2728691887234804 Movie Vector: [1.8306192042310485, -0.8980345757287467] User Vector: [1.7924650935337523, -0.5158780321403847] Predicted: 3.7445973328576607 Movie Vector: [2.184356833467996, -0.19855246021034792] User Vector: [1.9305362814094387, -0.1432202134467195] Predicted: 4.245416844286299 Movie Vector: [1.8119038780974934, -0.4484701002495025] User Vector: [1.4493256998614048, -0.1741157698957177] Predicted: 2.704124572985395 Movie Vector: [2.0190299325351866, 0.08262503022668943] User Vector: [1.741448494394856, -0.14695531061484762] Predicted: 3.503894449170024 Movie Vector: [2.2613453327854924, -0.3583752991317914] User Vector: [1.9911566345868976, -0.20428871568079096] Predicted: 4.575904792059302 Movie Vector: [1.5483953779586148, 0.29520252396799007] User Vector: [1.4931051250910818, -0.7238206247267059] Predicted: 2.0982433991779397 Movie Vector: [1.7344113233639589, 0.3752292247152883] User Vector: [1.8419156913864623, -0.32962532606753825] Predicted: 3.070954376275589 Movie Vector: [2.060608479758157, -0.16478847793281023] User Vector: [1.8546892146805876, -0.35225555898587413] Predicted: 3.879835980495469 Movie Vector: [2.1135368276994417, -0.12649925143224047] User Vector: [1.7726412535553544, -0.40051592157670807] Predicted: 3.7972075359546933 Movie Vector: [1.7494041110511642, -1.121381415104908] User Vector: [2.0169982157498705, -0.6632992221079477] Predicted: 4.2723563909410815 Movie Vector: [2.149986946546556, 0.4724840925961942] User Vector: [1.4664847241725827, -0.32958963665307206] Predicted: 2.9971971538778432 Movie Vector: [1.905034840974089, -0.664067024940559] User Vector: [1.2226432669687128, -0.015392871318193746] Predicted: 2.339399919919348 Movie Vector: [1.4970844481117964, 0.09308137558663901] User Vector: [1.8798735867071728, -0.7141334906159266] Predicted: 2.7478569834164324 Movie Vector: [1.778065489599799, -0.47869181958025975] User Vector: [1.8460287369125385, -0.194969736855509] Predicted: 3.3756904080121397 Movie Vector: [1.4114697456383036, -0.03914137874140633] User Vector: [2.0583016064131434, 0.25592658297812737] Predicted: 2.8952131255365305 Movie Vector: [2.106137256013793, -0.6219442375099221] User Vector: [1.994567542248462, -0.07859017158599547] Predicted: 4.2497117147081775 Movie Vector: [1.4660588164100454, -0.6756256361806751] User Vector: [1.9741443593244712, -0.18732440180766324] Predicted: 3.0207729109972683 Movie Vector: [2.223065671542296, -0.20142414312284324] User Vector: [1.8698497974911772, -0.1464293884417297] Predicted: 4.186293309837827 Movie Vector: [1.7864286417788606, 0.0703499511600689] User Vector: [1.6234940785219236, -0.18602175419126626] Predicted: 2.887169700307877 Movie Vector: [1.703027531623712, 0.28314628747412135] User Vector: [1.690813139117317, -0.13483969673799476] Predicted: 2.8413219672124046 Movie Vector: [1.719759749245751, -0.32512229268374226] User Vector: [1.1561969071822267, -0.9546167932830922] Predicted: 2.29874810364102 Movie Vector: [2.160791498528251, -0.12056666054954812] User Vector: [1.9244479689980598, 0.16880740409187472] Predicted: 4.137978265783571 Movie Vector: [1.687074606714235, -0.7412670893003095] User Vector: [2.103574106422001, -0.24625099331217198] Predicted: 3.7314242153359696 Movie Vector: [1.7582175978945638, -0.3176655433949631] User Vector: [1.8255349149248692, -0.2600784468352285] Predicted: 3.2923055741310914 Movie Vector: [1.7648588807088428, -0.3671327527948927] User Vector: [1.9526705724592912, 0.29925997386988706] Predicted: 3.336319862895421 Movie Vector: [1.7085717667422575, -0.41047366228371385] User Vector: [2.5331416473266763, 0.8491106198756734] Predicted: 3.97951675395697 Movie Vector: [1.827807433988231, -0.08617368879476034] User Vector: [1.8847324910731016, -0.32036217474075457] Predicted: 3.472534848610295 Movie Vector: [1.4710039440294949, -0.5428204784835443] User Vector: [1.766729017181965, 0.14037381471148436] Predicted: 2.522667571037775 Movie Vector: [2.0249501513249673, -0.1324736136445418] User Vector: [1.8209753362801626, -0.9289580297344269] Predicted: 3.810446709882582 Movie Vector: [1.9633924112682075, -0.21948868828581378] User Vector: [1.8391640003656264, -0.18016729081076216] Predicted: 3.650545323727613 Movie Vector: [2.2793774028787834, -0.1473439665125461] User Vector: [1.8062869996064046, -0.46974716818895257] Predicted: 4.1864241810355525 Movie Vector: [1.4200378635087978, -0.8601231835859567] User Vector: [2.166307671646806, -0.2205453277739022] Predicted: 3.2659350671979457 Movie Vector: [1.6483739289827126, -0.35261219827752244] User Vector: [1.8327029142876792, -0.34881678154987567] Predicted: 3.1439767556208413 Movie Vector: [1.4141949069411357, -0.09512172046598309] User Vector: [1.6337257039518451, -0.18727570438478405] Predicted: 2.3282205570700807 Movie Vector: [2.1940893610657564, -0.8090360550046182] User Vector: [1.9649699389279622, -0.8533027859807812] Predicted: 5.001672357510213 Movie Vector: [0.20895943345982906, 0.09680447651395697] User Vector: [1.7432467181811446, -0.12612206124754047] Predicted: 0.3520586664959089 Movie Vector: [1.9043725199831245, -0.5444019143153964] User Vector: [2.5126631044783774, -0.7814283308019867] Predicted: 5.210457647332994 Movie Vector: [2.3184263968211787, -0.15749913804899895] User Vector: [1.7358317749115812, -0.07485042022527773] Predicted: 4.036187084064055 Movie Vector: [2.180736739025775, 0.0948884879051313] User Vector: [1.9487938200510397, -0.11881620103897872] Predicted: 4.238531990516466 Movie Vector: [2.062272483604254, 0.017899838262672843] User Vector: [1.994184334849215, -0.7818848055606019] Predicted: 4.0985558694346125 Movie Vector: [0.17810242787140876, -2.16656840474495] User Vector: [1.075828042852187, -0.24683303365104678] Predicted: 0.7263882383598254 Movie Vector: [1.9968104519115444, -0.3785634312674841] User Vector: [2.050701352417913, -0.4043430797960532] Predicted: 4.247931397954084 Movie Vector: [1.8010933013488484, -0.33255417729943865] User Vector: [2.362363982788374, -0.21711271091883488] Predicted: 4.32703968370879 Movie Vector: [1.1740352085952328, -0.8318921812129929] User Vector: [1.9594000202194677, -0.04961146515874404] Predicted: 2.3416760014239464 Movie Vector: [0.9164738888156578, -0.5973604566041458] User Vector: [1.8510482172941105, -0.06709898227071776] Predicted: 1.7365196367757338 Movie Vector: [1.7951254297040309, -1.164826538466958] User Vector: [1.946158304256959, -0.3129599307722587] Predicted: 3.8581422950416506 Movie Vector: [1.1413268145670865, -0.8217030223938804] User Vector: [1.9487745723981595, -0.6299569272677816] Predicted: 2.7418261861384257 Movie Vector: [1.9679041060753613, -0.4277576666405872] User Vector: [1.951366055246867, -0.20485533595862496] Predicted: 3.9277297130849247 Movie Vector: [1.434276694276235, -0.06213831726630832] User Vector: [1.5970101876240592, -0.1793767482388399] Predicted: 2.3017006619231695 Movie Vector: [2.117024553207017, -0.21975581106850248] User Vector: [1.590477594498643, -0.16166459812317893] Predicted: 3.402606853760883 Movie Vector: [1.6131713831358772, -0.6892953207697005] User Vector: [1.9709679070414095, -0.7667415256665466] Predicted: 3.708020370600187 Movie Vector: [2.2336512886021525, -0.07204764261682121] User Vector: [1.0691105187118823, -0.4971319862106421] Predicted: 2.4238372754548068 Movie Vector: [2.02778145196104, 0.1484525753702477] User Vector: [1.9743344300261911, -0.14720135335356707] Predicted: 3.98166631717186 Movie Vector: [2.3256384456804153, -0.38581133248086863] User Vector: [1.943636315815832, -0.25055775726091295] Predicted: 4.6168633626741915 Movie Vector: [1.607658163287566, -0.20868472722303869] User Vector: [2.141483030792877, 1.0716962688544494] Predicted: 3.219126032464128 Movie Vector: [2.2138095501553514, -0.2006992890752875] User Vector: [1.5708125619704507, -0.48878628350654185] Predicted: 3.5755789108036935 Movie Vector: [2.074331718287927, -0.4307969189933408] User Vector: [2.1320248772828028, -0.06988487594692692] Predicted: 4.45263301636881 Movie Vector: [1.3948334089801768, 0.2894173737131923] User Vector: [1.9843765697537734, 0.3390678984988517] Predicted: 2.8660068761840343 Movie Vector: [2.1985994984523254, 0.38711925922987606] User Vector: [1.9427959622105055, 0.6469293165431836] Predicted: 4.521869025905508 Movie Vector: [1.7433786758659173, 0.14846353080237742] User Vector: [2.1274271516968533, -0.3259180368835106] Predicted: 3.6605241882185546 Movie Vector: [1.727953079618988, -0.12621850960983105] User Vector: [2.0238971740122556, 0.3661013980190249] Predicted: 3.450990581842607 Movie Vector: [2.1135769916222196, -0.2573159967806469] User Vector: [1.9136064781762463, -0.19691753315864707] Predicted: 4.095224654620845 Movie Vector: [1.3303830740655043, -0.5544509093671856] User Vector: [1.9160233380426699, -0.3571604969852397] Predicted: 2.747072980789958 Movie Vector: [2.084086617320693, 0.3462236250518416] User Vector: [1.7341443629079625, -1.0603651443696036] Predicted: 3.24698359507634 Movie Vector: [1.882151629897557, -0.334775757404215] User Vector: [2.2802201630773475, -0.5865830051765781] Predicted: 4.4880938662997325 Movie Vector: [1.682271800547025, -0.5438255843805729] User Vector: [1.8755253954952134, -0.20291084434061984] Predicted: 3.2654915925520966 Movie Vector: [1.808640735294009, -0.3660529944296607] User Vector: [1.622206363018369, -0.682181101996197] Predicted: 3.1837029443371967 Movie Vector: [1.4625815724691886, -1.2210125965500798] User Vector: [1.721958175499097, -0.20553186956517172] Predicted: 2.769461297779207 Movie Vector: [1.823554366751408, -0.5192677869165425] User Vector: [1.7015241456943282, 0.37482351330809605] Predicted: 2.908188009774073 Movie Vector: [1.9356258310533325, -0.3644829489290692] User Vector: [2.243604673717073, -0.42232143794101445] Predicted: 4.4967081242154565 Movie Vector: [1.9730435918156777, -0.13086503991232779] User Vector: [1.4428293236833416, -0.37022997726211104] Predicted: 2.895215311928312 Movie Vector: [2.0505549542789336, -0.2804407096826012] User Vector: [1.831342518255965, -0.19153389435296111] Predicted: 3.8089823750520444 Movie Vector: [1.9602558089121414, -0.593704453121493] User Vector: [1.8555634404028236, -0.47293250565583944] Predicted: 3.9181611474884104 Movie Vector: [1.6017754487892806, -0.012556348504119599] User Vector: [2.057060436725384, -0.44654383177549545] Predicted: 3.300555864196614 Movie Vector: [2.1488431450847956, -0.007027705989791532] User Vector: [1.8330685972526946, -0.7543407917063806] Predicted: 3.944278174976874 Movie Vector: [1.8537236064749525, -0.5360395590838216] User Vector: [1.9083843251410622, -0.10601193144366469] Predicted: 3.5944436627294443 Movie Vector: [2.0859024353524895, 1.513111012952051] User Vector: [1.9681538648047676, 0.023554730613402394] Predicted: 4.141017862042937 Movie Vector: [1.6382398276322399, -0.5781687389701868] User Vector: [1.7591269921737043, -0.5311737314707035] Predicted: 3.1889799469403752 Movie Vector: [1.7271416164321207, -0.9482943297255673] User Vector: [2.021989831281065, -0.43842783118513384] Predicted: 3.90802141191483 Movie Vector: [1.669040614302846, -0.5423941182010785] User Vector: [2.2310121986579188, -1.1956590945493009] Predicted: 4.372168430822324 Movie Vector: [2.0060856900633226, -0.5541759580798037] User Vector: [1.9275194623679417, -0.02427484169307563] Predicted: 3.8802217444273723 Movie Vector: [1.9096722928313858, -0.40318631761625245] User Vector: [1.8391974410415917, 0.2033353850181861] Predicted: 3.4302823490769487 Movie Vector: [2.0100883262565863, -0.9966073432346345] User Vector: [1.7348061717310388, -0.3013498564770153] Predicted: 3.7874411139621365 Movie Vector: [1.8095251032636506, -0.8857165063122707] User Vector: [1.8588451885998352, -0.14543229962662385] Predicted: 3.4924388201825094 Movie Vector: [2.1713671577182656, -0.38488796136637426] User Vector: [1.9390262216780436, 0.06449938813673389] Predicted: 4.185512817696915 Movie Vector: [1.5500869561325228, -0.756031668326909] User Vector: [2.0444660229222, -0.21448080634949218] Predicted: 3.331254396236345 Movie Vector: [1.6900611254465432, -0.36054648680240453] User Vector: [1.823027202649118, -0.09954279771736228] Predicted: 3.1169172118323094 Movie Vector: [1.5463027283214599, -0.729818334697185] User Vector: [1.7286206878860118, -0.3153459526647101] Predicted: 2.903116143938315 Movie Vector: [2.1243892348163373, -0.15189298468313547] User Vector: [1.6614370216162424, -0.6901210426228604] Predicted: 3.6343634680034875 Movie Vector: [1.4449729526877144, 1.2717309758744921] User Vector: [1.9218164659318018, -0.1800882702502613] Predicted: 2.54794898163243 Movie Vector: [1.2354100010087858, -0.5455846587570509] User Vector: [1.7144146759553218, -0.14806161915922103] Predicted: 2.1987851845154416 Movie Vector: [2.061984552712011, -0.04075277582827532] User Vector: [2.0171410426350356, -0.14894149123449915] Predicted: 4.165383449758652 Movie Vector: [0.9874051003063149, -1.3695872677855037] User Vector: [2.2154648850669814, -0.05935998214779393] Predicted: 2.268860002830275 Movie Vector: [2.2308747206896524, -0.355249074854434] User Vector: [1.881817236549356, -0.08715432221643901] Predicted: 4.229059994312973 Movie Vector: [1.8575851207669452, -0.25768707510250055] User Vector: [1.9535058090457131, -0.06774854560030355] Predicted: 3.6462612487733006 Movie Vector: [1.7608951297365878, -0.05795236911687454] User Vector: [2.139126867898823, -0.3824078983881732] Predicted: 3.7889395272523183 Movie Vector: [2.084514647886136, -0.4066573579409775] User Vector: [1.9007774751636008, -0.1986048357065845] Predicted: 4.042962607113293 Movie Vector: [2.22432614832276, 0.0079705150477295] User Vector: [1.6734565064848077, -0.14912543244718238] Predicted: 3.7211244589516945 Movie Vector: [1.817880597363243, -0.277804696232082] User Vector: [2.007551932962989, -0.3585257702422535] Predicted: 3.749089849826014 Movie Vector: [1.8250053781041202, 0.07803383604572517] User Vector: [1.4637177529384076, -0.34097869792648755] Predicted: 2.6446848953299917 Movie Vector: [2.093449643501732, -0.5473110899255159] User Vector: [1.6002650636169853, -0.10860713461216437] Predicted: 3.4095162161555255 Movie Vector: [1.2487534134198564, -0.7829473102928867] User Vector: [1.8444604568892735, -0.9721353556414053] Predicted: 3.064407053398485 Movie Vector: [1.4115890197336092, -0.9307915944289945] User Vector: [2.0203261435818374, -0.07701796554315676] Predicted: 2.923557875508461 Movie Vector: [1.7057808763196505, -0.882851327050184] User Vector: [1.7789009344630886, -0.3748061295419301] Predicted: 3.3653132837269286 Movie Vector: [2.012220509949016, -0.5542532189243493] User Vector: [2.1155500233502926, -0.4054871316685226] Predicted: 4.481695694768259 Movie Vector: [2.029695217708309, 0.5112410203033245] User Vector: [1.6820769760438206, -0.6915967911487655] Predicted: 3.0605309449479963 Movie Vector: [1.644962584941192, -0.02508026816704982] User Vector: [1.9339043392130693, -0.02603864732729977] Predicted: 3.181853337118594 Movie Vector: [2.022521574626933, -0.2046982339215857] User Vector: [1.8091413678886226, -0.9499908830514775] Predicted: 3.8534889041070657
avg loss: 0.9395378342824003: 22%|█████████▊ | 15173/70000 [00:21<01:14, 734.78it/s]
Movie Vector: [1.928927725836785, -0.5382885044313932] User Vector: [1.9358227596053976, -0.8523686585358983] Predicted: 4.19288244373621 Movie Vector: [1.8011572038027757, 0.28683802407928016] User Vector: [1.7103394811053525, -1.4172804441423816] Predicted: 2.6740603551772013 Movie Vector: [1.8345952387399698, -0.8876779431638347] User Vector: [2.0122913140673577, -0.2049042289455873] Predicted: 3.873629028241762 Movie Vector: [2.1695267928200614, 0.07052447989195021] User Vector: [1.6396119453699374, 0.18371624918243384] Predicted: 3.570138538229193 Movie Vector: [2.2678852329540913, -0.4623331698524857] User Vector: [1.8079392766166407, -0.8531185721408834] Predicted: 4.494623801234503 Movie Vector: [1.4279504843058661, -0.8656384179460697] User Vector: [1.831885017973961, -0.29260888704612514] Predicted: 2.869134592668146 Movie Vector: [2.0776373380704984, -0.23363984882972066] User Vector: [1.6555455608607905, -0.24898114034556876] Predicted: 3.497795188113033 Movie Vector: [1.910219156342218, 0.2031110639451885] User Vector: [1.9103507300278446, -0.32156997054577485] Predicted: 3.5838741409811545 Movie Vector: [2.2856203503180743, 0.08822796922043241] User Vector: [1.3714753232260477, -0.5402333116921023] Predicted: 3.0870082207286904 Movie Vector: [1.3178287501315216, -0.7732433917204177] User Vector: [1.9509766218057127, -0.7236141116415703] Predicted: 3.1305829130325256 Movie Vector: [2.221610725096281, -0.06644883019658503] User Vector: [1.9697972204873508, -0.08730249785155605] Predicted: 4.3819237801550175 Movie Vector: [2.0933960715804036, -0.608095911399451] User Vector: [1.6212949805094112, -0.35778424526086106] Predicted: 3.6115796797776967 Movie Vector: [1.3776941780842662, -0.8337122085635552] User Vector: [1.9866232800417372, 0.15101826017927752] Predicted: 2.611053559732679 Movie Vector: [1.8398318290498954, -1.1087613787355728] User Vector: [1.4243231799503158, 0.4698287568044487] Predicted: 2.099587141162032 Movie Vector: [1.6776772049674997, -0.32164817424816] User Vector: [2.0490154372326495, -0.23753002562800166] Predicted: 3.5139875907440965 Movie Vector: [2.0794569358860517, -0.2659068852387386] User Vector: [1.7612344916594342, -0.6133343382049775] Predicted: 3.8255011028850037 Movie Vector: [1.8199402919192773, -0.008483249721227737] User Vector: [2.014742831375007, -0.17034509369749531] Predicted: 3.6681567366435237 Movie Vector: [1.609414047949372, -0.7799670736405895] User Vector: [1.7785112854624094, -0.8020660263574558] Predicted: 3.4879461387042583 Movie Vector: [2.293779672863965, -0.3817043590717902] User Vector: [2.064372689338084, 0.3525885378140978] Predicted: 4.600631530176824 Movie Vector: [2.221643032518822, 0.2833748392899704] User Vector: [1.7802723377607594, -0.07434481958516927] Predicted: 3.9340621838701972 Movie Vector: [1.592271352034424, -0.6559298538159027] User Vector: [2.4689294661788415, -0.8829707764920329] Predicted: 4.510372551538346 Movie Vector: [1.3432602634075073, -0.5568513098497084] User Vector: [2.053140967920723, -0.21671154692471398] Predicted: 2.8785787861465186 Movie Vector: [1.2720042486385088, -0.42629182373325203] User Vector: [2.1365068423324676, -0.3029922316222138] Predicted: 2.846808891687385 Movie Vector: [1.8691901648089129, -0.06345455562166842] User Vector: [1.7819051234447958, -0.26593448845743206] Predicted: 3.347594286155166 Movie Vector: [1.4028397710128468, -0.7972447603228631] User Vector: [1.9651726516491572, -0.38411824127291067] Predicted: 3.063058607839474 Movie Vector: [2.308909608011329, -0.1968493833749143] User Vector: [2.0545832893908362, -0.33196688436283306] Predicted: 4.809194573821738 Movie Vector: [1.182773458596367, -0.16690009765566896] User Vector: [1.306703973967613, -0.04469519294009988] Predicted: 1.5529944107177323 Movie Vector: [1.2292475217177226, -0.6770967437503305] User Vector: [2.0291053491870845, -0.5514054884332337] Predicted: 2.867627582496601 Movie Vector: [1.9313425101977544, 0.1995553628006904] User Vector: [1.8788212339763297, -0.022596471958813855] Predicted: 3.6241380710809303 Movie Vector: [2.319326532922702, -0.1985324857954034] User Vector: [2.1810274564935077, -0.09667810891977592] Predicted: 5.077708594164148 Movie Vector: [1.9169136893821421, -0.4974047600581455] User Vector: [1.869617497561858, -0.5221079998441392] Predicted: 3.843594379371622 Movie Vector: [2.260832261927848, -0.38733167603191254] User Vector: [1.8128221828641722, -0.48950839998366436] Predicted: 4.2880889851551585 Movie Vector: [2.273264473246988, -0.21919974648038623] User Vector: [1.8513153473406543, -0.07441770434213524] Predicted: 4.2248417498118656 Movie Vector: [1.4410732940794342, -0.2327091332131178] User Vector: [1.7078890798969284, -0.14517977014084027] Predicted: 2.4949780007589153 Movie Vector: [1.9246838533020612, -0.4995746502886234] User Vector: [1.5846016084119452, -0.26145645908307585] Predicted: 3.1804741487390755 Movie Vector: [1.526587471288299, -0.02482778831616364] User Vector: [2.0786602689019604, -0.4517616793982596] Predicted: 3.184472966915954 Movie Vector: [2.2480814912043554, -0.2924985571544997] User Vector: [2.097389540013606, -0.8549481103645217] Predicted: 4.965173693473793 Movie Vector: [1.2768969283296863, -0.6366734635676745] User Vector: [2.4190213186331904, -0.6329481840788616] Predicted: 3.491822203943107 Movie Vector: [1.9217005193379906, -0.043470129993892326] User Vector: [1.892068989890077, -0.25864462467834115] Predicted: 3.647233275952057 Movie Vector: [1.7118897302005351, -0.7320471704910805] User Vector: [1.699327452605445, 0.12863304495481592] Predicted: 2.814895757772273 Movie Vector: [2.0997299501883306, -0.23696240538651525] User Vector: [1.575371655914762, -0.2590607148245837] Predicted: 3.3692426987279944 Movie Vector: [0.9950401208660733, 0.09562330537076297] User Vector: [1.7829645493692903, 0.7157098343673396] Predicted: 1.8425598007529087 Movie Vector: [1.959729111322946, -0.3100588873859903] User Vector: [1.9621657549461613, -1.4882322471997276] Predicted: 4.306752985947658 Movie Vector: [1.5288456163281312, -0.17929256493823495] User Vector: [1.7853867916264639, 0.1334888419739824] Predicted: 2.7056472129601157 Movie Vector: [1.1391045411817462, -0.47852775755905613] User Vector: [2.2534760078691694, -0.11293313281184285] Predicted: 2.6209863928064534 Movie Vector: [1.5966964720972907, -0.21046927557156106] User Vector: [2.2026469788207534, -0.1940281306775485] Predicted: 3.5577956204630605 Movie Vector: [2.172099145254119, -0.09355925550801764] User Vector: [2.082967745915906, 1.7816198587858456] Predicted: 4.357725432909535 Movie Vector: [1.8906159597155963, -0.39752708574124185] User Vector: [1.3241444999291516, -0.8832138036225327] Predicted: 2.854550133976184 Movie Vector: [1.925960341835171, -0.6238478360241928] User Vector: [2.1786467679068804, 0.3407472896485846] Predicted: 3.983412814577647 Movie Vector: [1.7016441657461514, -0.6166230291288813] User Vector: [1.1608161031620008, -1.5233109027168827] Predicted: 2.914604532588136 Movie Vector: [1.6461907166560337, -0.7364810926926492] User Vector: [2.121313282957604, -0.42569152535892435] Predicted: 3.805599993270283 Movie Vector: [1.667970916152401, -0.6230743356772247] User Vector: [2.6457953847723226, -0.5372069512658219] Predicted: 4.747829616171624 Movie Vector: [1.4238672507630492, -0.9603143237866916] User Vector: [1.9212820098377108, -0.42875168074609826] Predicted: 3.147386913656224 Movie Vector: [1.0630176962483402, -0.6410307578944815] User Vector: [2.022419069764777, -0.12406082413062165] Predicted: 2.2293940645075305 Movie Vector: [2.0034061772795173, -0.12205056885217061] User Vector: [1.6589698706716567, -0.1889736800728117] Predicted: 3.3466548319751737 Movie Vector: [2.214054677736775, 0.23575967397355654] User Vector: [1.6675020544001713, -0.5052114234711284] Predicted: 3.572832243195112 Movie Vector: [1.8159702565714877, 0.27456312179287756] User Vector: [1.4352269410109697, 0.09720472348165146] Predicted: 2.633018268638138 Movie Vector: [0.8075680247328834, -2.6068878487474056] User Vector: [1.8775842253049713, -0.5241752229661094] Predicted: 2.882743003463969 Movie Vector: [2.0414327733361977, 0.6588340320064163] User Vector: [2.0473027502297088, 0.24819711431645516] Predicted: 4.342951636817727 Movie Vector: [1.4156927545915379, -0.9309480351655015] User Vector: [1.8400354718187242, -0.3739556917408727] Predicted: 2.953058202110311 Movie Vector: [2.2224580807575207, -0.004917820174149068] User Vector: [1.7557939093279735, -0.5566762151901523] Predicted: 3.9049159954523236 Movie Vector: [1.8868317668516508, -0.43989188380614075] User Vector: [1.7007803210225647, -0.7253551703858138] Predicted: 3.5281641904710637 Movie Vector: [1.2926488305482104, -0.8401771486205183] User Vector: [2.138411775676677, -0.8451110691899306] Predicted: 3.474258489438612 Movie Vector: [1.4589477227434853, -0.5898277484821812] User Vector: [2.026102218625703, -0.2331370500846426] Predicted: 3.093487919248695 Movie Vector: [1.919006088409718, -0.5339198747403606] User Vector: [1.6832708237086769, -0.2520989733291444] Predicted: 3.3648076114014622 Movie Vector: [1.9205355500871002, -0.44864986134315493] User Vector: [1.9208623717668936, 0.5833110221830987] Predicted: 3.4273820625805618 Movie Vector: [1.9526739784276759, -0.6274884701706206] User Vector: [1.628850028050486, -0.18581083572582174] Predicted: 3.2972072215860946 Movie Vector: [2.0789984510413797, -0.182757055096992] User Vector: [1.9100825013648617, -0.2590521021586122] Predicted: 4.018402161005985 Movie Vector: [2.2099990948861463, -0.2701114058920429] User Vector: [2.027763940409618, 0.35868054360326457] Predicted: 4.384472767049221 Movie Vector: [2.218648471883082, -0.17803943290601867] User Vector: [1.621363316883304, -0.5927236729039895] Predicted: 3.702763431964226 Movie Vector: [2.152299499324734, -0.11049443967199982] User Vector: [2.1431534180184157, -0.3245788114720962] Predicted: 4.648572182480142 Movie Vector: [1.3447561295981942, -0.6618220555030537] User Vector: [2.116595774624928, -0.41774941416622247] Predicted: 3.1227809177771957 Movie Vector: [1.9433815438436566, -0.018931193792982772] User Vector: [2.0196721011297627, -0.3603779488950958] Predicted: 3.931815870740771 Movie Vector: [1.493916481877576, -0.07691945874289759] User Vector: [1.899051968167385, 0.5884060773359773] Predicted: 2.7917651581975917 Movie Vector: [1.5044243667960153, -0.07366367456763706] User Vector: [2.077672907015036, -0.20599816584015082] Predicted: 3.140876329395311 Movie Vector: [1.7952367664901334, -0.1981529312160948] User Vector: [1.6268093348203, -1.526430469588338] Predicted: 3.22297460178525 Movie Vector: [1.9655089338123235, -0.15607048170249327] User Vector: [1.650511498447135, -0.5608104325093908] Predicted: 3.3316210499033327 Movie Vector: [1.5972851488456463, 0.8037112639498906] User Vector: [2.066849212619641, -0.4236253702795607] Predicted: 2.960875070432044 Movie Vector: [1.9343314930505848, -0.7945775435680048] User Vector: [1.9676759394086856, -0.7662278050774529] Predicted: 4.4149649448880615 Movie Vector: [1.7127512845270707, -0.6438239390746419] User Vector: [1.88990398790106, -0.7135098494165337] Predicted: 3.696310204730281 Movie Vector: [1.750609811548953, -0.6487433761646988] User Vector: [1.347896314542534, -1.5028219691590488] Predicted: 3.334586311235556 Movie Vector: [1.6769308464398627, -0.8403019293406722] User Vector: [1.6305313405554842, -0.25338442581519915] Predicted: 2.9472077229418225 Movie Vector: [1.6286814799133342, -0.41096712853162015] User Vector: [1.6229189912350166, 0.2269946679082921] Predicted: 2.549930757561843 Movie Vector: [1.6819001423590756, 0.5847645550990851] User Vector: [1.8140235529792443, 0.2736711993204406] Predicted: 3.2110396891125577 Movie Vector: [1.6653782736514628, -0.27812874769973767] User Vector: [2.004541122247637, 0.4302115093308708] Predicted: 3.2186650452959267 Movie Vector: [1.6284631323435004, -0.695244082835118] User Vector: [1.5004390245062738, -0.7074531274703053] Predicted: 2.935262234494841 Movie Vector: [1.6681706675906083, -0.07896830583691229] User Vector: [1.9208762339155863, -0.6745539630993098] Predicted: 3.2576177731514244 Movie Vector: [1.8748783572507557, 0.7716772205863532] User Vector: [1.5147845633617756, -0.22704625041982185] Predicted: 2.6648303742760078 Movie Vector: [1.7695988804067329, -0.2962955881183241] User Vector: [2.2106603242702074, 0.38506922781493874] Predicted: 3.7978877214664477 Movie Vector: [2.1166012835524572, 0.09879876876339293] User Vector: [1.8526268518537086, 0.24689017364071614] Predicted: 3.9456648177527907 Movie Vector: [1.7583748506393269, -0.018118642464040262] User Vector: [1.8791036731448199, -0.09754487209839405] Predicted: 3.3059360212635847 Movie Vector: [1.7440383791714094, -0.3156454729198899] User Vector: [1.8920955931751986, -0.5841991167189381] Predicted: 3.484287138034771 Movie Vector: [2.000628904531125, -0.4536792180736256] User Vector: [2.156263662224526, -0.3384632481674176] Predicted: 4.4674371502117785 Movie Vector: [1.7883065734462715, -0.7040870906964435] User Vector: [2.0757178207134768, -0.36493591919807206] Predicted: 3.9689664930402824 Movie Vector: [2.006181076057681, -0.13381738487555098] User Vector: [2.280598384448548, -0.2007969019998896] Predicted: 4.602163437285133 Movie Vector: [1.5936966845877156, -0.31377525437734166] User Vector: [1.7461594025577698, -0.306978819674085] Predicted: 2.879170807849676 Movie Vector: [1.4108850787153482, -0.9197242166281249] User Vector: [1.7069749112338048, -0.26298242244066533] Predicted: 2.6502167344674388 Movie Vector: [2.253340408693973, 0.054352807485186595] User Vector: [1.9935447921856908, 0.28018316781040664] Predicted: 4.507363778554034 Movie Vector: [2.11375476306255, -0.11413852247831971] User Vector: [1.7028818671767547, 0.03326417100894457] Predicted: 3.5956779343472873 Movie Vector: [1.7423704374564633, -0.14854860837073153] User Vector: [1.7200883239345852, -0.2715307609308052] Predicted: 3.0373665621037746 Movie Vector: [2.057886518798461, -0.2515852309967932] User Vector: [2.1266281357785184, -0.804996798268633] Predicted: 4.578884676560209 Movie Vector: [1.8256600963359477, -0.7584424092643294] User Vector: [1.9456668179477592, -0.2698459411637357] Predicted: 3.756788876038587 Movie Vector: [2.0052607420582422, -0.9339803820908588] User Vector: [1.836850518935723, -0.29561902531358664] Predicted: 3.959466604866826 Movie Vector: [2.238315315505724, -0.36583567816205315] User Vector: [1.8367035148716206, -0.768802246534762] Predicted: 4.392376898613898 Movie Vector: [1.8661364017639777, -0.8117151867527045] User Vector: [2.3236709370950877, 0.15337372588580384] Predicted: 4.211791138883804 Movie Vector: [1.5640493383209686, -0.20759343464039606] User Vector: [1.938658080665073, -0.0884373041034196] Predicted: 3.0505158920039728 Movie Vector: [1.8571521043008525, -0.2019127662512432] User Vector: [1.714129438089562, -0.05487728967094309] Predicted: 3.1944795183538988 Movie Vector: [1.674455593729276, 0.20254119907250373] User Vector: [1.790777856578891, -0.17645504272293544] Predicted: 2.962838583139554 Movie Vector: [1.9389211663806782, 0.1007856352648335] User Vector: [2.086830497899044, -0.4467771998567505] Predicted: 4.00117109911578 Movie Vector: [2.2664945053609413, 0.6886650490906481] User Vector: [2.125674606479661, -0.4623973011642873] Predicted: 4.499392955665746 Movie Vector: [1.9920331092042747, -0.3908623296609003] User Vector: [1.8746646830071099, -0.5266507500940932] Predicted: 3.9402420563055367 Movie Vector: [2.2130105342173554, -0.21677770648239383] User Vector: [2.216337977334175, -0.6461396805091814] Predicted: 5.044847969234564 Movie Vector: [2.331300466997468, -0.31039874314771493] User Vector: [2.002919085839296, -0.37199352462573676] Predicted: 4.78487252267821 Movie Vector: [1.5225070208453115, -0.5811802918407428] User Vector: [2.1572564856795173, -0.3625526836812172] Predicted: 3.4951466197206424 Movie Vector: [1.9024605191460187, -0.6368243086975781] User Vector: [1.951660929125927, -0.5325899558968372] Predicted: 4.052124094905189 Movie Vector: [1.6571485867607805, -0.7386800476876751] User Vector: [1.8110377572684144, -0.9563288346973442] Predicted: 3.7075796892470994 Movie Vector: [1.9373830223010142, -0.1607610656124923] User Vector: [2.109268503960705, -0.006493157790326689] Predicted: 4.0875048360132915 Movie Vector: [1.898721434964136, -0.45527418486441357] User Vector: [1.5474001989102166, -0.17722745498839473] Predicted: 3.0187690112440317 Movie Vector: [1.6829623956352018, -0.3555706129463433] User Vector: [1.8981103665910561, -0.020603428344479383] Predicted: 3.201774343383337 Movie Vector: [1.8999603984197988, -0.11026703386174624] User Vector: [2.1109529383550085, -0.401433552380741] Predicted: 4.054991872916036 Movie Vector: [1.7878816783315146, -0.8829212729889531] User Vector: [1.6134289705123979, -0.1808553050484581] Predicted: 3.0443010918285838 Movie Vector: [1.7935860227171279, -0.7658044332457682] User Vector: [2.213700727190292, -0.6458813459785626] Predicted: 4.465081480868377 Movie Vector: [1.9958741555492163, -0.3374736051581246] User Vector: [1.9629873127734916, 0.13008557865671022] Predicted: 3.8739751960272573 Movie Vector: [1.6359559021675316, -0.35759217800849896] User Vector: [1.9921155328258933, -0.6886333865831282] Predicted: 3.5052630762837667 Movie Vector: [1.7406625511698195, -0.14827900380651074] User Vector: [1.9165257178602606, 0.16924944552177199] Predicted: 3.310928406256438 Movie Vector: [1.798455534727608, -0.6724415852243272] User Vector: [1.639958319217585, -1.871958183903076] Predicted: 4.208174644576888 Movie Vector: [2.2951253014763133, -0.3965916746565011] User Vector: [2.046725766569618, -0.5162432415038435] Predicted: 4.902229863715543 Movie Vector: [1.6049661094243668, -0.41428415339702557] User Vector: [1.7655197910918785, -0.15448616205284882] Predicted: 2.897600599078073 Movie Vector: [1.6003686148441252, -0.3370095284508571] User Vector: [1.6328837375128749, -0.2545632005428912] Predicted: 2.6990061093808784 Movie Vector: [1.7893838969044882, -0.662086610670769] User Vector: [1.5007507686859989, -0.37407170293076547] Predicted: 2.933087124695032 Movie Vector: [1.9867632532948207, -0.45908829551534813] User Vector: [1.8636575468593963, -0.19907434198849416] Predicted: 3.794039031170156 Movie Vector: [1.3626815767901532, -1.6353821305237608] User Vector: [1.7436556542691848, -0.405435569315477] Predicted: 3.0390895214758573 Movie Vector: [1.2294082362052723, -0.59073372125752] User Vector: [1.7866786763543272, -0.6652496432983678] Predicted: 2.5895428775132268 Movie Vector: [2.051045182511617, 0.030626937978703573] User Vector: [1.9886336725931104, -0.38971296472970723] Predicted: 4.06684179915221 Movie Vector: [1.8938418973380544, -0.20308737789709036] User Vector: [2.0353730579889753, -0.4898350558895723] Predicted: 3.9541540910352864 Movie Vector: [1.6922954077485133, -0.900895876797294] User Vector: [1.9566043111606986, -0.6355939804970736] Predicted: 3.883756486905187 Movie Vector: [2.100419501818229, 0.21779961167605036] User Vector: [2.1556627199058895, -0.7792464868200356] Predicted: 4.358076434003526 Movie Vector: [1.3034622923716102, -1.3254858545071462] User Vector: [1.832225589764976, -0.7335339916974031] Predicted: 3.360525897172051 Movie Vector: [1.738626145009366, -0.6353823207537863] User Vector: [2.072432595452447, -0.15422044272369964] Predicted: 3.701174437028704
avg loss: 0.9412806373943563: 22%|█████████▊ | 15247/70000 [00:21<01:16, 719.50it/s]
Movie Vector: [1.902688989439321, -0.5314761064291604] User Vector: [2.1187419739222206, 0.19158673589403938] Predicted: 3.929483252808306 Movie Vector: [1.8846225967498027, -0.36362160242374797] User Vector: [1.8097620731745538, 0.008308603817573392] Predicted: 3.4076973100114842 Movie Vector: [1.163487609206232, -0.5205089082570876] User Vector: [1.0771229232695245, -0.2625849076353376] Predicted: 1.3898969584141445 Movie Vector: [1.931116270215697, -0.28226549867732065] User Vector: [2.2121973581906924, 0.48139787152484714] Predicted: 4.136128301062066 Movie Vector: [1.8530594213623106, -0.8125783318631076] User Vector: [2.0491050817898397, 0.3642600838146078] Predicted: 3.501123625901661 Movie Vector: [1.3126181101796057, -0.13808399225722273] User Vector: [1.6679542227374689, 0.0004833189044731595] Predicted: 2.1893201811118868 Movie Vector: [1.8020863782406102, -0.5888901383457378] User Vector: [1.668428948234265, -0.0017594198728673842] Predicted: 3.0076891856876182 Movie Vector: [1.8050310276636157, 1.5515795645792945] User Vector: [1.6358287587866753, 0.22214430281245973] Predicted: 3.2973962261859366 Movie Vector: [0.07279053472257108, -1.9461675413385582] User Vector: [1.908953830652762, -0.25459409521979914] Predicted: 0.6344365344271462 Movie Vector: [2.056235777837826, -0.14266149548449808] User Vector: [2.0210901139756463, -0.7106440271475153] Predicted: 4.2572193422610445 Movie Vector: [2.235117137092082, -0.12260127570824636] User Vector: [1.8832501469927345, -0.15737790593264797] Predicted: 4.228579409010278 Movie Vector: [1.8814397017266744, 0.11634383783816249] User Vector: [1.9628220582662255, -0.3827823807584637] Predicted: 3.648396976612676 Movie Vector: [1.2807011172144818, -0.4275251844535399] User Vector: [1.974963174979427, -0.8941745854465549] Predicted: 2.9116196992303185 Movie Vector: [2.0668809084169006, 0.011471618637774754] User Vector: [1.8850034836648561, -0.4460663756742877] Predicted: 3.8909606093373705 Movie Vector: [1.3686699071044583, 0.693826638819881] User Vector: [1.4960003265645, -0.16490282718706956] Predicted: 1.9331166536681736 Movie Vector: [2.0556280353549146, -0.3699187710371699] User Vector: [2.0647838881553087, -0.6719621607593864] Predicted: 4.492999064132772 Movie Vector: [1.560972567599321, -1.1449249010466815] User Vector: [2.002354371295791, -0.7956052570060843] Predicted: 4.036528514355226 Movie Vector: [1.6698792688325945, -0.6764445062339132] User Vector: [1.6602012596806663, -0.633465692762049] Predicted: 3.2008400533870516 Movie Vector: [1.6275470767479667, -0.6442966774176404] User Vector: [1.980007998689577, -0.6074987236629911] Predicted: 3.6139656393963353 Movie Vector: [2.100009481635272, -0.21802630873712864] User Vector: [2.1223184499987355, 0.5870605101990041] Predicted: 4.328894232002794 Movie Vector: [1.2051475058972803, -1.5328742892415397] User Vector: [1.7973447447203441, 0.13208649496214864] Predicted: 1.9635935442537968 Movie Vector: [1.638135717582644, -0.19265393714016954] User Vector: [1.8822454966904996, -0.02525101991526853] Predicted: 3.088238285791273 Movie Vector: [1.7154067700224753, -0.19967349799407194] User Vector: [1.6646685810817976, -0.24692332166591077] Predicted: 2.9048877972047715 Movie Vector: [1.8797412729422616, -0.3355002298194926] User Vector: [1.734751653159353, -0.6402985792478493] Predicted: 3.4757046012392028 Movie Vector: [2.300442598719122, -0.3979328503086099] User Vector: [1.897354664566179, -0.114336212811473] Predicted: 4.41025363030403 Movie Vector: [2.232982031645208, 0.230025159053237] User Vector: [1.9296662891716896, -0.00651334365851779] Predicted: 4.30741191788085 Movie Vector: [1.8808297890054988, -0.6139087539650011] User Vector: [1.9844048127226397, -0.41879904704814025] Predicted: 3.989432086349672 Movie Vector: [1.8525779619248612, -0.32716797842110734] User Vector: [1.759904067343263, -0.5120665688792253] Predicted: 3.427891274419305 Movie Vector: [2.0001968172070423, -0.3726625773929771] User Vector: [2.0720412856576487, -0.20572241523937967] Predicted: 4.221155430184633 Movie Vector: [2.109390929266509, 0.5132282157503927] User Vector: [2.0521390282085754, -0.16873396985373032] Predicted: 4.242164417412447 Movie Vector: [1.460652530160257, -0.31398302783828697] User Vector: [2.01598053058139, -0.016583037119847377] Predicted: 2.949853854953169 Movie Vector: [1.9378438748950944, -0.31870963186129725] User Vector: [2.297042134300308, -0.3380229652531293] Predicted: 4.559040205146295 Movie Vector: [1.3378506497671958, -0.6604591310426913] User Vector: [1.7824174409300104, -0.7772723310330913] Predicted: 2.8979649398422396 Movie Vector: [2.2747270920791838, -0.44390265774131293] User Vector: [2.2694907597448823, -0.4271958495242248] Predicted: 5.352105489394916 Movie Vector: [1.76275565621312, -0.1806005121970164] User Vector: [2.0748327359945002, -0.36091528891032665] Predicted: 3.7226046271073874 Movie Vector: [1.7801340018730887, -0.3085000764874333] User Vector: [1.9480832967922284, -0.35947072437802596] Predicted: 3.5787460610664836 Movie Vector: [1.6098660929997934, -0.24783384321743906] User Vector: [1.4635709183018188, -0.1776416492866027] Predicted: 2.400178808732852 Movie Vector: [1.7105814540509685, -0.31754421089488655] User Vector: [2.2558093064950877, -0.5822410792278933] Predicted: 4.043632847620082 Movie Vector: [2.2103693187512548, -0.21600770022212357] User Vector: [1.7220417062244855, 0.18639578097301773] Predicted: 3.766085229069576 Movie Vector: [1.9456925373272558, 0.40787369724282385] User Vector: [1.871620687551355, 0.1425572729472441] Predicted: 3.699743766461826 Movie Vector: [1.9002564768797217, -0.6659894061290247] User Vector: [1.7623427099570705, -0.3662361832600411] Predicted: 3.5928125672699993 Movie Vector: [2.030290041101706, -0.1359400757992466] User Vector: [2.046614982973981, -0.5342091347328992] Predicted: 4.227842448169851 Movie Vector: [1.7032951455985599, -0.5699698036494866] User Vector: [2.0526883941168808, -0.5172735680149062] Predicted: 3.7911644911203117 Movie Vector: [1.3321043000218975, -1.351375864688423] User Vector: [1.9643940778365985, -0.42114806580884145] Predicted: 3.185907129617963 Movie Vector: [2.330175607319377, -0.39972458680486556] User Vector: [1.8791859756314333, -0.7828829530153327] Predicted: 4.691770886943658 Movie Vector: [1.827705460858529, -0.5183533551811829] User Vector: [2.1395928741732835, 0.20943548622831135] Predicted: 3.801983993160058 Movie Vector: [2.189999498610334, -0.11606337497621384] User Vector: [2.0007654857963475, -0.5357952643887035] Predicted: 4.443861617412089 Movie Vector: [1.5324754925480837, -0.5367006758819434] User Vector: [1.903312237533451, -0.30439066793967895] Predicted: 3.0801460359022523 Movie Vector: [1.9506828696750163, -0.5714660618360754] User Vector: [1.9171547248153473, -0.6772798964267848] Predicted: 4.126803355385578 Movie Vector: [1.8477587708284813, 0.3289479731496288] User Vector: [2.19464124585197, -0.0442662918161615] Predicted: 4.040606303873147 Movie Vector: [1.3142379915931217, -0.9358495503242958] User Vector: [1.9119142791772856, -0.48999953525749934] Predicted: 2.9712762270940116 Movie Vector: [2.0584166440089136, -0.09627595893244037] User Vector: [1.6847275688977144, -0.592561360384718] Predicted: 3.524920681637079 Movie Vector: [1.723184299788027, -0.3027517084521107] User Vector: [1.4420786399051957, -0.7918106894027432] Predicted: 2.724689310331629 Movie Vector: [1.7062600818026425, -0.562341026083153] User Vector: [2.196774442812254, -0.45489890179309445] Predicted: 4.004076855693219 Movie Vector: [1.72081890742389, -0.4328969770080725] User Vector: [1.8074983821492747, -0.3253399072132798] Predicted: 3.2512160534732795 Movie Vector: [2.140531278773463, -0.1585980021233505] User Vector: [1.8151114758329714, -0.3227680797837513] Predicted: 3.9364932610840313 Movie Vector: [1.6371136498587235, -0.4213535761769164] User Vector: [1.79134735711995, -0.014560889495046175] Predicted: 2.938774492840474 Movie Vector: [1.754601743808482, -1.463820262807089] User Vector: [2.0355234619230758, 0.14742381518531147] Predicted: 3.35573104796472 Movie Vector: [1.572531378043615, -0.5481582499020003] User Vector: [1.6342331706674174, -0.5265546449093861] Predicted: 2.858518212545518 Movie Vector: [1.659006323555186, -0.8592499403684007] User Vector: [1.7396388212539908, 0.09622987662409997] Predicted: 2.803386289411544 Movie Vector: [2.2210728325511435, -0.21484913953995524] User Vector: [1.7728682503226876, -0.0888422178562608] Predicted: 3.95675718054544 Movie Vector: [1.9885261754416186, -0.1609185043466379] User Vector: [1.5678294764638125, -0.1593136307995455] Predicted: 3.143306463767516 Movie Vector: [2.292163835480276, -0.47378959816764227] User Vector: [1.0367242801807073, -0.9808478950103795] Predicted: 2.841057432435084 Movie Vector: [1.595935314140662, -0.4448996608381102] User Vector: [2.2588564224309913, -1.2047077318748205] Predicted: 4.1409627954512125 Movie Vector: [1.9309188811257967, -0.42440942110396673] User Vector: [1.9896330014339525, -0.18773682237416942] Predicted: 3.921497205083528 Movie Vector: [1.8690203144108812, -0.4329178960774521] User Vector: [2.3469489694635213, -1.0361215567602875] Predicted: 4.835050865246162 Movie Vector: [1.808689603112497, -0.4819262087496234] User Vector: [1.8280806314731437, -0.5383769521202779] Predicted: 3.5658883952103064 Movie Vector: [1.8858331682549532, -0.7545206264358193] User Vector: [1.588826275541774, -0.2898346796669607] Predicted: 3.214947533076801 Movie Vector: [1.4066916518940935, -2.1517930728374095] User Vector: [1.546511935220331, -0.7271231574002075] Predicted: 3.74008400202245 Movie Vector: [1.3951847031405888, -0.3866567944853783] User Vector: [1.5004732536321164, -0.8020702240749202] Predicted: 2.4035632327320955 Movie Vector: [1.3605247499482127, 1.270022051578513] User Vector: [1.517614123954823, -0.4441400081480841] Predicted: 1.5006839721751843 Movie Vector: [0.9526062583837316, -0.7057020102392345] User Vector: [1.8417711058935122, -0.12503860851143508] Predicted: 1.8427226793685225 Movie Vector: [1.8752660868096156, -0.40983836979686605] User Vector: [1.5314825000937138, -0.22017358193069198] Predicted: 2.962172776858957 Movie Vector: [1.9001565329107621, 0.03158091539543375] User Vector: [1.5520722830478018, -0.22064058331750605] Predicted: 2.9422122565884528 Movie Vector: [1.9000808394689361, -0.06806473135758927] User Vector: [2.0134444253971684, 0.057337271159386964] Predicted: 3.821804528074461 Movie Vector: [1.6992969332198145, -0.13729390137540906] User Vector: [1.6401016601261889, -0.3609341237698481] Predicted: 2.8365737752130364 Movie Vector: [1.657124618331482, -0.6528357858369038] User Vector: [2.25346982910734, -0.498224159813988] Predicted: 4.059538891376107 Movie Vector: [1.3794784118383134, -0.5571426280845276] User Vector: [1.7862335524300785, -0.3804240179714038] Predicted: 2.676021061237617 Movie Vector: [1.6237689236682495, -0.4266570613705817] User Vector: [1.68843556892473, -0.8501511636154498] Predicted: 3.1043522036250457 Movie Vector: [2.1040012351347546, -0.5049782865046902] User Vector: [1.6884083990392926, -0.05926967187687053] Predicted: 3.5823432543366422 Movie Vector: [1.8503597165222316, -0.5362079684082451] User Vector: [1.9805925798389565, -0.07446335254075424] Predicted: 3.704736567563592 Movie Vector: [1.475306671765105, 0.06548702964153576] User Vector: [1.8108880424434488, -0.6538875643226187] Predicted: 2.628794056529444 Movie Vector: [1.5096795200145516, 0.08829671201879334] User Vector: [1.8764959969699126, -0.5666986977530178] Predicted: 2.782869944297842 Movie Vector: [2.2262275942063074, -0.05014676365550363] User Vector: [1.821444592735569, 0.2886220266045974] Predicted: 4.04047675311188 Movie Vector: [1.7004703245146224, -0.6666707183169311] User Vector: [1.8067121847929721, 0.1131398448259489] Predicted: 2.9968334335590465 Movie Vector: [1.6585726166286705, -1.666473477600239] User Vector: [1.6456835252414683, -0.25725861107935977] Predicted: 3.1582002828504647 Movie Vector: [1.2347085733784422, -1.0310843984762839] User Vector: [1.67898569941353, -0.49799866535724274] Predicted: 2.58653669195755 Movie Vector: [2.0823447116827007, -0.40643062975800603] User Vector: [2.0955687932196834, 0.46578998871085303] Predicted: 4.17438527608158 Movie Vector: [2.013404216596981, -0.3082875654259997] User Vector: [2.026211068400991, -0.44074551908470644] Predicted: 4.215458271885072 Movie Vector: [1.3095617613261572, -0.6452203691154261] User Vector: [1.8794191803966123, -0.3998540980152581] Predicted: 2.719209500864071 Movie Vector: [1.571668998844517, 0.34705074734634556] User Vector: [2.0253427734086675, -0.13573256388480598] Predicted: 3.1360623612647203 Movie Vector: [2.1654286540047147, -0.39099660167694134] User Vector: [1.7635018413511534, -0.11673848586770309] Predicted: 3.8643817699110476 Movie Vector: [2.1679948441541885, -0.24818817053331207] User Vector: [2.2573209056583896, -0.00909069597584021] Predicted: 4.896116288271971 Movie Vector: [1.5528581433714377, 0.9382631517597405] User Vector: [1.7940107564232721, -0.015246384250611086] Predicted: 2.7715390918679126 Movie Vector: [1.955881247523761, -0.361721054133369] User Vector: [1.7387676763672466, -0.5014979152854973] Predicted: 3.5822254465699186 Movie Vector: [2.2316995480213224, -0.2608143203637759] User Vector: [1.7671593944157098, -0.09141237347186065] Predicted: 3.9676104778590764 Movie Vector: [2.0208199142981047, 0.08603447202274528] User Vector: [1.9707289932805847, 0.6518476358202989] Predicted: 4.038569762493135 Movie Vector: [2.0198867289685603, -0.9983094049975408] User Vector: [1.9834836928802857, -0.7720894215594943] Predicted: 4.777196519416394 Movie Vector: [2.295632841807327, -0.3853338119586967] User Vector: [2.293099369434397, 0.2308515460673489] Predicted: 5.1751593157585845 Movie Vector: [1.698150012657329, -0.3790514672957533] User Vector: [1.7690801200259392, -0.09163684488203835] Predicted: 3.0388985087247677 Movie Vector: [2.1923113361246362, 0.10168166453251982] User Vector: [1.5493977305274613, -1.145872585604543] Predicted: 3.2802479769546857 Movie Vector: [1.6639523361300426, -0.4468899772669157] User Vector: [1.7527684685493348, -0.1738860268966588] Predicted: 2.9942311105446247 Movie Vector: [1.3563030601185684, -0.6078217452023514] User Vector: [1.985777177507896, -0.3201695699275668] Predicted: 2.887921689321633 Movie Vector: [1.3718049928672151, -1.1839105833236023] User Vector: [1.352103513706198, -1.4626109897161448] Predicted: 3.58642298098582 Movie Vector: [1.329907699016571, -0.6669610636107587] User Vector: [2.070785067742395, -0.2318441406654333] Predicted: 2.908584019249303 Movie Vector: [2.035381972548536, 0.256472832717921] User Vector: [1.9773687836148572, -0.3025176305218214] Predicted: 3.947113221602862 Movie Vector: [1.8595085667444677, -0.8205660022578] User Vector: [1.9196097769475693, -0.06460488363019003] Predicted: 3.6225433961271976 Movie Vector: [1.68230174410175, -0.6155721153626394] User Vector: [2.1976828649863425, -0.8241393503865436] Predicted: 4.204482920020091 Movie Vector: [1.9936362477684022, -0.4457708371060664] User Vector: [1.9110119971662862, 0.12636896138293122] Predicted: 3.753531189771102 Movie Vector: [1.9232634513286888, -0.11233007294740371] User Vector: [2.0231933970120584, -0.07890861172603159] Predicted: 3.899997725554189 Movie Vector: [1.9762811625134074, 0.15229230595970583] User Vector: [1.7431979245436435, 0.24178224737734944] Predicted: 3.4818707968012874 Movie Vector: [1.8779506470032357, -0.6147176638231142] User Vector: [1.8106246173987879, -0.5644332967504526] Predicted: 3.7472307892864567 Movie Vector: [1.415030936631661, 0.2519744526805623] User Vector: [1.6651600282096224, 0.4888263373183093] Predicted: 2.4794247031606895 Movie Vector: [2.042421939726001, -0.1378043535499205] User Vector: [1.7812619020522493, -0.22755916619032818] Predicted: 3.6694470329407984 Movie Vector: [1.847621775526804, 0.12293888615065943] User Vector: [1.9195921475762703, -0.695569813039586] Predicted: 3.4611676739370703 Movie Vector: [2.0602311646668006, -0.7517227401058101] User Vector: [1.4324543171351212, -0.3423154643015182] Predicted: 3.2085133449286074 Movie Vector: [2.1067196431248463, -0.044055921684597744] User Vector: [1.8754521328008464, -0.25336841816364175] Predicted: 3.962214227099899 Movie Vector: [1.965630671175057, -0.370130863365084] User Vector: [2.1595719668583686, 0.023497217176532716] Predicted: 4.236223849386426 Movie Vector: [1.9969626879370912, -0.4601777906017637] User Vector: [1.0977410597404205, -1.7397795195482388] Predicted: 2.9927558327580477 Movie Vector: [1.6709139510540727, -0.7152595342929681] User Vector: [2.030612645805902, -0.4509802526947396] Predicted: 3.715546924581669 Movie Vector: [2.2679703473777684, -0.3782485988864311] User Vector: [1.7360983743702803, -0.4264474123000158] Predicted: 4.098722769403769 Movie Vector: [1.6610192197422267, -0.6730638696380735] User Vector: [1.4768453980846297, -0.12258010917435533] Predicted: 2.535572833427979 Movie Vector: [1.4263364729407149, -0.9136309999776696] User Vector: [2.1025275345306165, -1.0506759822612177] Predicted: 3.958841856188973 Movie Vector: [1.7431102815398871, -0.8779026791914066] User Vector: [2.00664420332095, 0.05304295676957196] Predicted: 3.4512355883409223 Movie Vector: [1.3683623423725346, -0.46970609900813864] User Vector: [1.651289561649736, -0.6298556897595847] Predicted: 2.5554095114894038 Movie Vector: [2.116382179480825, 0.4755991171977285] User Vector: [1.963165942505357, 0.2794503997998895] Predicted: 4.287715779527395 Movie Vector: [1.3095929091879623, -0.37643409667785316] User Vector: [1.720021280327578, 0.030864396495234682] Predicted: 2.240909261155206 Movie Vector: [1.9699186555576054, -0.6280410252700939] User Vector: [1.4753274389053206, 0.06231230524874519] Predicted: 2.8671403608802493 Movie Vector: [1.4928887352195814, -0.7451972400727067] User Vector: [1.7107126735657356, -0.5937767318582994] Predicted: 2.996384461363856 Movie Vector: [1.6862623394638385, -0.7186682691384788] User Vector: [1.905793815232907, -0.40495706898474443] Predicted: 3.5046981332530143 Movie Vector: [1.926920592425132, -0.6236976497752181] User Vector: [2.012408299721875, -0.4571622451313986] Predicted: 4.162882010955744 Movie Vector: [1.4447857771051706, -0.6920381722170372] User Vector: [2.2421331964615767, 0.3946531327133088] Predicted: 2.966287120000393 Movie Vector: [2.124923846055071, -0.388315305950717] User Vector: [1.92816146931762, -0.2549917052386518] Predicted: 4.196213467232235 Movie Vector: [2.2240276217815835, -0.3925424728522335] User Vector: [1.6940678755450518, 0.09501856728849271] Predicted: 3.73035492501474 Movie Vector: [2.149821962359742, -0.11509475228981403] User Vector: [2.022355227904404, 0.6540455733044638] Predicted: 4.272426471396202 Movie Vector: [1.8386548157500116, -0.4651345824444667] User Vector: [1.8149094677833484, -0.4037684440127964] Predicted: 3.524798699700288 Movie Vector: [1.5096952075860546, -0.971096996990075] User Vector: [1.899983428884644, -0.4553295949248924] Predicted: 3.3105650793523367 Movie Vector: [2.1132374035224206, -0.09550685932026266] User Vector: [1.9268127611226085, 0.01943861286507628] Predicted: 4.069956275524321 Movie Vector: [1.9653479933243183, 0.26662635877865715] User Vector: [1.8890870661941668, -0.018697015901015402] Predicted: 3.707728357489915 Movie Vector: [1.0004529200351904, -0.4297150133107341] User Vector: [1.987356912070392, -0.48468601299162206] Predicted: 2.1965338823571643 Movie Vector: [1.6098997391306868, 0.21768937402389066] User Vector: [1.9578541621809111, -0.7042342055632618] Predicted: 2.9986446015756996 Movie Vector:
avg loss: 0.9408928549882689: 22%|█████████▉ | 15403/70000 [00:21<01:14, 736.47it/s]
[1.9693195490233595, -0.44639363985115393] User Vector: [1.6558509701605335, -0.051455610566616065] Predicted: 3.283869143098029 Movie Vector: [1.6590275033100303, -0.7279537537705599] User Vector: [1.8710649208329684, -0.14673981392386357] Predicted: 3.210967962513969 Movie Vector: [1.3992347525734703, -0.11832309983136231] User Vector: [2.0394912379219297, -0.3889535414306231] Predicted: 2.8997492063819093 Movie Vector: [1.8362760193139658, -0.21165248493011773] User Vector: [1.9491977144115673, -0.12346314077713194] Predicted: 3.60539630041831 Movie Vector: [2.0177776233798888, 0.6058169923740341] User Vector: [1.9037253091586428, -0.7187052899779636] Predicted: 3.4058904527045124 Movie Vector: [1.9190415283447355, -0.4219552347787008] User Vector: [1.9059308527372953, 0.36062150483302297] Predicted: 3.505394324818298 Movie Vector: [2.213332715246351, -0.3834920272871353] User Vector: [1.5086744116721833, -0.730561226863216] Predicted: 3.619362837956236 Movie Vector: [2.0311428097572226, -0.45846890852662103] User Vector: [2.188742224407744, -0.7687473410150973] Predicted: 4.798094785885753 Movie Vector: [1.950107090664542, 0.1993296823002421] User Vector: [1.926144854955099, -0.30897221558914373] Predicted: 3.6946014057219783 Movie Vector: [2.0061518122798607, -0.4449432238358309] User Vector: [2.0043376598721623, -0.6551837089589427] Predicted: 4.312525180442222 Movie Vector: [2.0570809087466753, -0.39673369398520336] User Vector: [1.947720619927383, -0.5193932789010565] Predicted: 4.212679716994362 Movie Vector: [2.1911507997896154, -0.39438650080871107] User Vector: [2.1197929494023593, -0.2639269649649582] Predicted: 4.74887524865296 Movie Vector: [2.081683269510018, -0.2605930626010653] User Vector: [1.9241828386451587, -0.27066696598025614] Predicted: 4.076073156295655 Movie Vector: [1.528422114160463, -0.5360524319782426] User Vector: [2.7489641450767257, 0.1605930635734372] Predicted: 4.115491288082102 Movie Vector: [1.825273467528898, -0.6748634520979778] User Vector: [1.7626309384805472, -0.7481429996446286] Predicted: 3.7221778524572144 Movie Vector: [1.9502870875399325, -0.3404946232170094] User Vector: [2.02647305076406, 0.14521013161717716] Predicted: 3.9027609551005167 Movie Vector: [2.0311971551747923, -0.25607385815224765] User Vector: [1.5133675634294614, 0.3140299945533767] Predicted: 2.9935330172909165 Movie Vector: [1.2407722102057466, -0.5460335701534669] User Vector: [1.771512594452679, -0.21425834951670816] Predicted: 2.315035848748164 Movie Vector: [1.518886050552618, -1.2277330644511217] User Vector: [1.9819814620174605, -0.342042034769629] Predicted: 3.430340310631018 Movie Vector: [2.090357717299811, -0.7589221214256965] User Vector: [1.8169388268991584, -0.5125107752927781] Predicted: 4.187007863509045 Movie Vector: [1.3735539517466153, 0.44202353906741915] User Vector: [1.7449301159190262, -0.225107822418495] Predicted: 2.2972526999050746 Movie Vector: [1.458844268587798, 0.4348254159582791] User Vector: [1.1269012729202443, -0.2848542246667518] Predicted: 1.520111606535799 Movie Vector: [2.22629365861421, -0.3364896145292066] User Vector: [1.8849779642709756, -0.38634581124741274] Predicted: 4.3265158415856115 Movie Vector: [1.6655238627042568, -0.4832872064650259] User Vector: [1.8093747913222185, -0.27610559779987986] Predicted: 3.14699519457275 Movie Vector: [1.9315204870567004, 0.25028198951361796] User Vector: [2.2391945466217003, -0.6567663995492652] Predicted: 4.160673340180568 Movie Vector: [1.5199859822597017, -0.5365452664406634] User Vector: [2.3433756646265262, -0.9100773173948591] Predicted: 4.050195838144061 Movie Vector: [2.2439077744065794, 0.02632765514069017] User Vector: [1.77040687958573, 0.24387897054848132] Predicted: 3.9790505223979795 Movie Vector: [0.9914082832382363, -0.6672038825690788] User Vector: [1.5554864523990042, -0.3316759034008243] Predicted: 1.7634176038768679 Movie Vector: [1.3437783623782094, -0.946725414334746] User Vector: [1.6206653630191559, -0.20529970916809148] Predicted: 2.3721774997059315 Movie Vector: [1.7999310158298247, 0.08387500548051723] User Vector: [1.6899394190208548, -0.14906636858080738] Predicted: 3.0292714326873953 Movie Vector: [2.1736367910523886, -0.11746353650180476] User Vector: [1.915215668860974, 0.3247175350997794] Predicted: 4.124840770599253 Movie Vector: [2.012136897598643, 0.2364216325708822] User Vector: [1.9368985436055388, 0.3025409321569955] Predicted: 3.968832247593852 Movie Vector: [1.8658850906367752, -0.6602363318552605] User Vector: [1.7278692761361139, -0.3978362324629679] Predicted: 3.4866714557121985 Movie Vector: [1.9087154585564636, -0.7805801529289608] User Vector: [1.665224980603327, -0.13575210852311895] Predicted: 3.2844060640833623 Movie Vector: [2.285259556028768, -0.2785994475452894] User Vector: [1.433708089477264, -0.19880503837479105] Predicted: 3.331782085894102 Movie Vector: [1.25483649776355, -1.6673073797743871] User Vector: [2.523139860954222, -0.5629135681193439] Predicted: 4.104677932787921 Movie Vector: [1.3203574834757075, -0.5904083877607156] User Vector: [2.0488699099911427, -0.31973849840551205] Predicted: 2.894017009673635 Movie Vector: [1.9814604144632084, 0.2356343715270487] User Vector: [2.0074364049220876, -0.21704318691678323] Predicted: 3.926512935962089 Movie Vector: [1.7842426708946857, -0.3285997025653717] User Vector: [2.0005009059062897, -0.5446028283289029] Predicted: 3.748335406886614 Movie Vector: [2.0759861907119697, -0.11801494703694052] User Vector: [1.99321031318679, -0.450381185890197] Predicted: 4.191028797159722 Movie Vector: [1.5099329371736983, -0.20512476382475542] User Vector: [2.1028544660232495, 0.2579783917214118] Predicted: 3.122251463657569 Movie Vector: [2.0069105283883366, -0.1685637456120538] User Vector: [2.047465154159083, -0.2999107566460869] Predicted: 4.159633454879723 Movie Vector: [1.7060221043192754, -0.5622917466971016] User Vector: [1.9199901789861071, 0.08055545183599101] Predicted: 3.230250019707387 Movie Vector: [1.7113448462833438, -0.7239979844325624] User Vector: [2.162918722200058, -0.5649973126597031] Predicted: 4.110556723742264 Movie Vector: [2.071670492315766, -0.2476754742109829] User Vector: [1.915948888090502, -0.3663539583937424] Predicted: 4.059951666616536 Movie Vector: [1.8449186066699244, -0.24807781697106168] User Vector: [1.7262418767739476, -0.22989232554261574] Predicted: 3.2418069443320796 Movie Vector: [1.9350692161554615, -0.4248010363966845] User Vector: [1.6729067977938332, -2.2493210932161447] Predicted: 4.192704377495198 Movie Vector: [1.7107138638420831, -0.022313008065072484] User Vector: [1.8587484022460037, -0.6601693595661258] Predicted: 3.1945170253608723 Movie Vector: [2.376829338743058, 0.20517189968421626] User Vector: [1.5592977128753283, -0.57405719575171] Predicted: 3.5884041464172567 Movie Vector: [1.7504972764873186, -0.036442833282742775] User Vector: [1.7594372620792018, -0.8191769320952956] Predicted: 3.109743263785365 Movie Vector: [1.1738723104022712, -0.7069165009307006] User Vector: [1.7892694681365604, -0.39728215282457235] Predicted: 2.38121919385067 Movie Vector: [1.895931869785985, -0.3656007256892897] User Vector: [1.9444731860280637, -1.8983645823392012] Predicted: 4.380632152260956 Movie Vector: [1.9165177457741962, 0.024829968889318363] User Vector: [1.720912404569299, -0.05941364466117517] Predicted: 3.296683923331466 Movie Vector: [2.040823805412344, -0.25245323916032647] User Vector: [1.926575447705001, -0.46068722383733257] Predicted: 4.048103018496823 Movie Vector: [1.7226215106314424, 0.29958041034885696] User Vector: [1.746436551220767, 0.023271496008820104] Predicted: 3.015420854409638 Movie Vector: [2.1940707274052538, -0.4672947140971847] User Vector: [1.8895018624784985, -0.007076497694865777] Predicted: 4.149007535808913 Movie Vector: [1.3261274808349248, -0.5913088306255571] User Vector: [1.4683426568536513, 0.44330073661699193] Predicted: 1.6850819083513513 Movie Vector: [2.0152298266010975, 0.19170327540151133] User Vector: [2.1821733259298903, -0.013182688244062733] Predicted: 4.395053608712249 Movie Vector: [1.22370440372533, -0.6269538660172681] User Vector: [2.0989242595740683, -1.1896556657287636] Predicted: 3.31432207838471 Movie Vector: [1.8433369409429328, -0.33643657272121624] User Vector: [2.1199299172077537, -0.8094868198431832] Predicted: 4.1800860999301825 Movie Vector: [1.4318144364470275, -0.6123718993932471] User Vector: [1.4717735601479554, -1.5486350714828765] Predicted: 3.0556472307918465 Movie Vector: [1.7814713147345194, -0.29422755936298217] User Vector: [1.7769001801984536, 0.08563713292223736] Predicted: 3.1402998955595907 Movie Vector: [1.5564651911784724, -0.3313876611713633] User Vector: [1.7341722672357502, -0.18811862758864517] Predicted: 2.7615189614788647 Movie Vector: [1.1639266795148924, -1.0100900036533749] User Vector: [1.4032982617322043, -1.707054425861561] Predicted: 3.357614897401999 Movie Vector: [2.342749909763321, -0.3125251987791893] User Vector: [2.2056103367931548, -0.3976814930444988] Predicted: 5.291478905159749 Movie Vector: [2.000707597839505, -0.02916010458781775] User Vector: [1.9419701041013029, -0.30735464191858186] Predicted: 3.894276835556548 Movie Vector: [2.1185583858521397, -0.5490151754688378] User Vector: [1.7428347198862129, -0.96233580752485] Predicted: 4.220634073197402 Movie Vector: [1.8312653417003217, -0.2801950581919164] User Vector: [1.971796339314343, 0.003388226413991632] Predicted: 3.609932932780688 Movie Vector: [2.046073684945284, -0.39379842801157744] User Vector: [1.9827571645945699, 0.33413898100324874] Predicted: 3.9252838526572043 Movie Vector: [1.5880830813238132, -0.28592647417620215] User Vector: [2.1065908314975395, -0.3369456812154094] Predicted: 3.4417829493919267 Movie Vector: [1.801808468272663, -0.28336311747190057] User Vector: [1.7136140361013508, -0.4392743308424167] Predicted: 3.212078425411201 Movie Vector: [1.6193300828359656, -0.2909243798221536] User Vector: [2.2183838907507885, -0.4925985481732033] Predicted: 3.7356046967000283 Movie Vector: [1.6605950797836857, -0.14277440728777427] User Vector: [2.004972879274316, -0.3606262617789979] Predicted: 3.380936299200561 Movie Vector: [2.1128324710008854, -0.3972179692298809] User Vector: [1.7139041249439408, 0.0006374602264985017] Predicted: 3.620939076707282 Movie Vector: [1.6760128714467821, 0.023659263044978247] User Vector: [1.525419601506819, -0.3187016086292008] Predicted: 2.5490826412912337 Movie Vector: [2.092692491482969, -0.3552735083440667] User Vector: [1.7697815740368985, -0.24545646120754358] Predicted: 3.7908127896708512 Movie Vector: [1.726571780747202, -0.13726075621973793] User Vector: [1.8143089503933387, -0.2670345212300052] Predicted: 3.1691879956270204 Movie Vector: [1.825051302831583, -0.7749849142485961] User Vector: [1.7733370549111453, -0.5522277985183031] Predicted: 3.664399315505506 Movie Vector: [1.3356769756212137, -0.6567763926363905] User Vector: [1.6331917263491516, -0.5594351626605447] Predicted: 2.5488403937057686 Movie Vector: [2.217284406097725, -0.36579833177140936] User Vector: [1.8221089838901987, 0.4171744665179424] Predicted: 3.887532112280417 Movie Vector: [1.7198131647101418, -0.3569469649498099] User Vector: [1.9166365033337502, 0.1379228336861098] Predicted: 3.2470255535158628 Movie Vector: [1.9987021292545781, -0.28020062158929027] User Vector: [1.6331120518549405, -0.11719464517831997] Predicted: 3.296942547779684 Movie Vector: [2.1013733869876576, 0.4734626635378934] User Vector: [1.7543326308576817, -0.8190706610218844] Predicted: 3.29870852561521 Movie Vector: [2.0778747122734216, -0.5040611443972737] User Vector: [1.946985781531533, 0.27581435034252944] Predicted: 3.9065652235254307 Movie Vector: [1.7550821049564138, -0.6366068939601941] User Vector: [1.6565130292378967, -0.3906391208719722] Predicted: 3.15599993164022 Movie Vector: [1.5826535188460853, -0.3602817010023504] User Vector: [2.0637617403895185, 0.12399538223386476] Predicted: 3.221546513259739 Movie Vector: [1.0786269915324531, -0.7668219962735119] User Vector: [2.3373601152840697, 0.03455883624064755] Predicted: 2.494639233481861 Movie Vector: [1.9193246810307083, -0.6699520101506061] User Vector: [1.8065468501912116, -0.26641744190815025] Predicted: 3.6458368577558256 Movie Vector: [2.1283178776684237, -0.3962120005558641] User Vector: [1.444201791450173, 0.45406494073636694] Predicted: 2.893814513152732 Movie Vector: [1.887337126555728, 0.04348280700381657] User Vector: [1.56025727513301, -0.15870086174082604] Predicted: 2.937830723394789 Movie Vector: [1.071620000728251, -0.41256948249117126] User Vector: [2.3192587678114203, -0.8020778915939902] Predicted: 2.816276943103619 Movie Vector: [1.902958884557366, -0.013689464383118343] User Vector: [2.3018063927346515, -0.2022115301414541] Predicted: 4.3830110931250745 Movie Vector: [2.227926558075478, -0.17061538350404593] User Vector: [2.0291798205900977, -0.49347691218238554] Predicted: 4.605058366025903 Movie Vector: [1.9265030126597738, -0.41328327447650903] User Vector: [1.4742849749323237, -0.2037518278285601] Predicted: 2.9244216683117217 Movie Vector: [0.8124436688433087, -1.71836540749601] User Vector: [2.286167244059258, -0.30977191295893286] Predicted: 2.389683442795395 Movie Vector: [1.5939751630625938, -0.3844083801108318] User Vector: [1.7247113130097302, -0.10917455553277837] Predicted: 2.79111461043226 Movie Vector: [1.806669282537472, -0.14810274417061928] User Vector: [2.1120088835528876, 0.048659095448162396] Predicted: 3.80849502879653 Movie Vector: [2.174312612026928, -0.37563678568678943] User Vector: [1.8256746520009866, -0.3938523358934293] Predicted: 4.117532846793859 Movie Vector: [1.9627448504039928, -0.24854748363404017] User Vector: [1.7294056573373424, -0.4583881276725838] Predicted: 3.508313263859141 Movie Vector: [1.1019202006601885, -0.4766642613194788] User Vector: [2.519649524120639, -0.5582759405312852] Predicted: 3.0425628980181454 Movie Vector: [2.0711664675298924, 0.10268733591612651] User Vector: [2.083335408044905, 0.13528270757726593] Predicted: 4.328826258596942 Movie Vector: [1.961949821055044, -1.2500590170863333] User Vector: [1.9683088893445464, 0.061564775050842735] Predicted: 3.784763671043387 Movie Vector: [1.5687026026702557, -0.1905494131604316] User Vector: [1.874530715047293, -0.20158684278191025] Predicted: 2.978993466072981 Movie Vector: [1.7654226932482093, -0.7044870459429899] User Vector: [2.07719250105198, -0.3655165262397624] Predicted: 3.924624437416164 Movie Vector: [1.6583208107622442, -0.35910008638614255] User Vector: [1.9167431698636541, -0.5313423348028045] Predicted: 3.3693801657995905 Movie Vector: [1.8635225342831092, 0.9999739261612495] User Vector: [1.8412648497157758, -0.3058868733383076] Predicted: 3.125359641335454 Movie Vector: [1.789920209196884, -0.33013317523027974] User Vector: [1.7270799670902792, -0.86030525950891] Predicted: 3.3753506429829665 Movie Vector: [1.3899628681151925, -0.6736848126318807] User Vector: [1.7608803719605655, -0.5747143244839477] Predicted: 2.834734644224881 Movie Vector: [1.871808299108919, -0.682631418735507] User Vector: [1.6280310408216097, -1.1154213162744762] Predicted: 3.8087836490330926 Movie Vector: [1.3516747463986485, -0.3294892590027477] User Vector: [1.8049756705038618, -0.57088171115801] Predicted: 2.627839423671711 Movie Vector: [2.2175868598952992, -0.014689851155316064] User Vector: [1.6375417183286465, -1.1188897736388628] Predicted: 3.647827321329936 Movie Vector: [1.4267414146216484, -0.12967240993569298] User Vector: [1.8969510753374856, -0.6970763271103563] Predicted: 2.796850227940583 Movie Vector: [2.2232825660203166, 0.3953384445393726] User Vector: [1.4618293960180546, -0.10997906685023993] Predicted: 3.2065808574424843 Movie Vector: [1.9325971921777576, 0.5277648083955327] User Vector: [1.8197385354924274, -0.7208359536340146] Predicted: 3.1363897352360626 Movie Vector: [1.7966384382034528, -0.6606484832583873] User Vector: [2.172694746355573, -0.002020506164289831] Predicted: 3.904881740117976 Movie Vector: [1.5966858893809284, -0.7390095505804033] User Vector: [1.6585247338925089, 0.29942682933512216] Predicted: 2.426863753216764 Movie Vector: [1.4706175017570455, -0.6494162612072364] User Vector: [1.79723816250465, -0.18582931402649183] Predicted: 2.7637304749428013 Movie Vector: [2.2052959649937423, -0.3961476589078102] User Vector: [2.0213873703221936, -0.4316634963678191] Predicted: 4.628759894982917 Movie Vector: [1.9647587901229457, -0.32267031648218525] User Vector: [1.9995782135298348, -0.5486296535452706] Predicted: 4.105715375512044 Movie Vector: [1.309727328746823, -0.8024148122461182] User Vector: [1.8922147350044372, 0.6395696715081484] Predicted: 1.9650851724112166 Movie Vector: [2.189282992917267, -0.2737757686748416] User Vector: [2.229760535085722, -0.4946424447404809] Predicted: 5.016997933269304 Movie Vector: [1.5655533748252688, -0.49475709513863664] User Vector: [2.04324225114843, -0.4563865428450503] Predicted: 3.4246052820693857 Movie Vector: [1.8598628497069278, -0.6607072790525921] User Vector: [1.7075001503259353, -1.1801137644490975] Predicted: 3.9554258497418764 Movie Vector: [2.031293604289272, -0.2667166938563199] User Vector: [1.735780466685738, 0.1850531645939529] Predicted: 3.476522992180839 Movie Vector: [2.0330492276865026, -0.7427569000061617] User Vector: [1.906964329300288, -0.3527033291444297] Predicted: 4.13892518828683 Movie Vector: [1.8800803418218779, -0.6882988860870576] User Vector: [1.9541805827250776, 1.2471962883040473] Predicted: 2.815572681979852 Movie Vector: [1.2451719068257936, -0.5528290502178448] User Vector: [1.7158754179596918, 0.22937218334951523] Predicted: 2.0097562597888694 Movie Vector: [1.8920284076669998, 0.23391651265115468] User Vector: [1.9891673006106814, -0.7136032280796003] Predicted: 3.596637461828705 Movie Vector: [2.020321072073221, 0.020332793239883056] User Vector: [1.8310499128290576, -0.607535792768442] Predicted: 3.6869558232461905 Movie Vector: [2.050821464553848, -0.4325461730494873] User Vector: [1.7272396031810147, -0.14460503425369597]
avg loss: 0.9398577741972954: 22%|██████████ | 15569/70000 [00:21<01:14, 732.42it/s]
Predicted: 3.604808406801222 Movie Vector: [2.1053413013315887, -0.4318133709528199] User Vector: [1.530258330942577, -1.1397880699866991] Predicted: 3.7138917945129153 Movie Vector: [2.116975062046479, -0.4404785887162446] User Vector: [1.9440384913071913, -0.355387253647899] Predicted: 4.272021481690354 Movie Vector: [2.086663847148394, -0.11667434281531613] User Vector: [1.716372538946686, -0.5900294354257423] Predicted: 3.6503338218783385 Movie Vector: [2.231454299227202, -0.18272087409747959] User Vector: [1.9778000823277393, 0.07531742981690602] Predicted: 4.399608430111226 Movie Vector: [1.7501754627541477, -0.302971966998416] User Vector: [1.9360953643807286, -0.5171512034644825] Predicted: 3.5451889176404343 Movie Vector: [1.634915394805974, -0.2943851433452128] User Vector: [1.9891958644082322, -0.693043634244508] Predicted: 3.4561886916169526 Movie Vector: [1.5529040075448741, -0.3066038083847165] User Vector: [1.563375090247873, -0.15862902966005699] Predicted: 2.476407707555897 Movie Vector: [1.817416619206209, -0.14785513362084834] User Vector: [2.0641675692052055, -0.44873710359092356] Predicted: 3.817800529512091 Movie Vector: [2.130095643139318, -0.3972115484590447] User Vector: [2.1586624700137564, -0.4042024461678529] Predicted: 4.758711401917928 Movie Vector: [1.6229761714019035, -0.15867195305606355] User Vector: [1.9693776346190512, -0.6894751361828522] Predicted: 3.305653339920293 Movie Vector: [1.7720529118984472, -0.32958428774047105] User Vector: [1.7321123657631088, -0.0353126134539404] Predicted: 3.0810332440392965 Movie Vector: [2.298271993392031, 0.313527134085753] User Vector: [1.8124519354710253, -0.515125096337414] Predicted: 4.004001827511921 Movie Vector: [1.7620908066984473, -0.4911386288697122] User Vector: [2.1789811059750512, -0.19090860282698527] Predicted: 3.933325164240131 Movie Vector: [1.7713248571095996, -0.8271079133325153] User Vector: [2.1686822215724173, -1.5488008773916566] Predicted: 5.122466188109874 Movie Vector: [1.613428459327312, -0.33904553121936787] User Vector: [1.9135292886714728, -0.37692604286533277] Predicted: 3.215137702532593 Movie Vector: [2.031629637181032, -1.0028804409187022] User Vector: [1.951020548316891, -0.8448869666164537] Predicted: 4.811071782316557 Movie Vector: [1.8334623837392259, 0.3846292466662078] User Vector: [2.141988140412149, -1.0759522291322938] Predicted: 3.5134119865212297 Movie Vector: [2.111128661053048, 0.48121741793239414] User Vector: [2.2484964765792843, -0.10648997368154105] Predicted: 4.6956205258126005 Movie Vector: [1.05014896388971, -0.32911598073059245] User Vector: [1.8195945741484085, -0.3703785469831618] Predicted: 2.032742855473224 Movie Vector: [1.8143490703169212, -0.33044658046601266] User Vector: [1.9107409449259234, -0.5127621130573772] Predicted: 3.636191543895162 Movie Vector: [2.3256670341353685, -0.30944507924406994] User Vector: [2.0442778991682253, -0.09291845367058221] Predicted: 4.783062876966379 Movie Vector: [2.028579375129154, -0.3611160695654984] User Vector: [1.7363672860747654, -0.14690287588617199] Predicted: 3.5754078533281355 Movie Vector: [1.9264124794664188, -0.1697692104943497] User Vector: [1.8190501729619963, 0.28867596197166856] Predicted: 3.4552326638169104 Movie Vector: [2.009370714442216, -0.33626089248189506] User Vector: [1.6975827997057196, -0.24034466713896416] Predicted: 3.4918916753449114 Movie Vector: [1.8408652101044531, -0.7799094598532146] User Vector: [1.7034601993911493, -0.437677478082999] Predicted: 3.4771894233783907 Movie Vector: [1.9072942275373506, 0.3114464065931412] User Vector: [2.1518190668907833, -0.006637958476857138] Predicted: 4.102084716670867 Movie Vector: [2.218174700128243, -0.10991230334892935] User Vector: [2.1656941508640952, -1.070979111045738] Predicted: 4.92160175459608 Movie Vector: [1.8222834832934527, -0.22006962965021848] User Vector: [1.3370994428283964, 0.4740033325794846] Predicted: 2.3322604923333285 Movie Vector: [2.154651360712492, -0.5689445248855624] User Vector: [1.7753838256112429, -0.043360676340651175] Predicted: 3.850002995039563 Movie Vector: [2.034068872776304, -0.23275032743079188] User Vector: [2.0378357606099105, -0.4529180379356016] Predicted: 4.250515110115866 Movie Vector: [1.618163970874585, 0.3439347899665623] User Vector: [1.786238106478189, -0.6549817443450595] Predicted: 2.6651551386329952 Movie Vector: [1.9171994192444535, -0.5298938116918099] User Vector: [1.7351854732502534, -0.0033634882976894005] Predicted: 3.3284788732314414 Movie Vector: [2.027309645167305, -0.17574683757488] User Vector: [1.824609309061783, -0.2727222535683137] Predicted: 3.746978124523931 Movie Vector: [1.6621446001356723, -0.36664507251930123] User Vector: [1.7538805355453904, -0.0591990972548462] Predicted: 2.936908118745912 Movie Vector: [1.0079941514491615, -1.1275151136511845] User Vector: [1.7700877934468409, 0.04148140946346199] Predicted: 1.7374672272403604 Movie Vector: [1.711689148153597, -0.36831736003097515] User Vector: [1.4973436739930748, -0.13088624358861456] Predicted: 2.611194593533313 Movie Vector: [1.5669612212618342, -0.2690918679606598] User Vector: [2.184575135378266, -0.3448833928398307] Predicted: 3.515949838478445 Movie Vector: [1.9973242515793752, -0.40201379915245095] User Vector: [1.934427778144265, -0.19198759796335685] Predicted: 3.94086117786375 Movie Vector: [1.7740408948220905, 0.3377859102992445] User Vector: [1.8369250239315713, -0.17087310752894513] Predicted: 3.2010615850043296 Movie Vector: [1.71079567153002, -0.4515371406689543] User Vector: [1.6993331254651656, -0.8384355631505254] Predicted: 3.2857965523535384 Movie Vector: [1.2778595866399183, -0.2117709330338214] User Vector: [2.161227040511044, -0.3423419615963615] Predicted: 2.834242769246347 Movie Vector: [2.253999640249452, 0.03632539368011501] User Vector: [1.7089284635819777, -0.29964859965115853] Predicted: 3.841039288777803 Movie Vector: [1.750080595825341, -0.6305455800915165] User Vector: [1.9383037030479044, 0.4160990583798629] Predicted: 3.129818277378877 Movie Vector: [1.6093747699462475, -0.4682767869450097] User Vector: [2.0729664344511067, -0.44945293142197573] Predicted: 3.546648253160342 Movie Vector: [1.9185273651053383, -0.5387708335325458] User Vector: [2.0394038710930587, -0.4831399864604139] Predicted: 4.172953868411973 Movie Vector: [2.0135970900809257, -0.6072996906697007] User Vector: [1.9719523011837585, 0.058823602808745004] Predicted: 3.934993859652173 Movie Vector: [1.6520459102511469, -0.10913022257328642] User Vector: [1.9678597718756365, 0.04681989646500058] Predicted: 3.2458852223528165 Movie Vector: [1.6660445579709313, 0.4213369915591468] User Vector: [2.2328417656241033, -0.3509551500972221] Predicted: 3.5721434853140908 Movie Vector: [2.0391670883182162, 0.14571746112925868] User Vector: [2.0525882813507526, -0.3214011978388079] Predicted: 4.138736702645132 Movie Vector: [1.7049907993094808, -0.7223381812102321] User Vector: [1.944531422452225, -0.5373597253103077] Predicted: 3.7035636308854984 Movie Vector: [2.151557265492916, -0.008144615493623882] User Vector: [2.0016708803020538, -0.24728112162966073] Predicted: 4.30872353529399 Movie Vector: [1.9687068980960045, 1.0119657088306215] User Vector: [1.892109313379574, -0.27857380778126845] Predicted: 3.4431015163490457 Movie Vector: [2.0072569565773923, -0.09657604098700225] User Vector: [1.8772233363166873, -0.6020565023641844] Predicted: 3.8262138343199066 Movie Vector: [1.909663066290377, -0.25835205966421665] User Vector: [1.8364632619745715, 0.2947772987258971] Predicted: 3.4308697417238987 Movie Vector: [1.362900591134461, -0.7899604655299468] User Vector: [1.9250084306302846, -0.0972051997260665] Predicted: 2.700383392872371 Movie Vector: [1.942347775285412, 0.9261638455185373] User Vector: [1.8469361203521164, 0.2862184533525285] Predicted: 3.852477447875549 Movie Vector: [1.9609117033055523, -0.39721935518426876] User Vector: [2.2633054455252353, -0.009775795391570414] Predicted: 4.442025271427474 Movie Vector: [1.6651408323301828, 0.05486795393170963] User Vector: [1.7867035335817187, -0.06799788916377915] Predicted: 2.97138210398545 Movie Vector: [2.055641984010311, -0.41906169894440953] User Vector: [2.0328984265928076, -0.31787564110809857] Predicted: 4.3121208611484825 Movie Vector: [1.9825559646418969, -0.160311846560558] User Vector: [1.8410713817152906, 0.27833634620536196] Predicted: 3.6054064355260476 Movie Vector: [1.2649529762617213, -0.9202454968939514] User Vector: [2.173908755675297, -0.16086740891221474] Predicted: 2.897929859261345 Movie Vector: [2.046920778454429, 0.3373468203671716] User Vector: [1.7077475520281244, 0.1250323983425461] Predicted: 3.5378032306247933 Movie Vector: [1.1880166225395004, -2.5741514981830207] User Vector: [1.486059737973683, -0.6882177399655477] Predicted: 3.537040397207877 Movie Vector: [1.542149493794362, -0.646955551188762] User Vector: [1.5946396993725527, -0.20597163024236853] Predicted: 2.592427294744475 Movie Vector: [1.8645609402885333, 0.6360408908662669] User Vector: [1.8274470002452081, -0.17267776877890864] Predicted: 3.2975561752177285 Movie Vector: [1.6473058575536699, -0.38088282815873625] User Vector: [2.1093539337218434, -0.25118678519252013] Predicted: 3.5704238238140964 Movie Vector: [1.756782204706807, -0.43937017549978846] User Vector: [2.0102032702845025, 0.13165685494098647] Predicted: 3.47364323761807 Movie Vector: [1.4181282131001887, -1.4685269253923912] User Vector: [1.8718356423291456, 0.14148355039929414] Predicted: 2.4467305314120003 Movie Vector: [2.148849886030034, 0.33990477308429007] User Vector: [1.794095767452043, -0.2241966528384688] Predicted: 3.779036973006972 Movie Vector: [1.8835927677466051, -0.3490286623040752] User Vector: [1.3871139552547598, -0.9881362851764816] Predicted: 2.957645699947519 Movie Vector: [1.6885128664271034, -0.8792130379092147] User Vector: [1.8949479395046234, -0.7363528659990182] Predicted: 3.847055017351239 Movie Vector: [2.0316001834418564, 0.14690231262299996] User Vector: [1.9212421088169074, -0.2635988056550145] Predicted: 3.864472546553266 Movie Vector: [2.1145755368327124, -0.15014086150517283] User Vector: [1.6524055378434261, 0.24249446684161588] Predicted: 3.457727999088772 Movie Vector: [1.8549636558933926, -0.5237124284548045] User Vector: [1.7773284173635382, -0.06728350747032062] Predicted: 3.332116827888125 Movie Vector: [1.5115913768341696, -1.0509498999843123] User Vector: [1.1425448531552433, -0.9520358588781315] Predicted: 2.7276029383451794 Movie Vector: [1.6615206861699248, -0.2847024682364115] User Vector: [1.5943944613400562, -1.8693714578476905] Predicted: 3.181334047531194 Movie Vector: [1.5158687306946241, -0.5096050885668383] User Vector: [1.8397627926412932, -0.4276896886041769] Predicted: 3.006791730900609 Movie Vector: [1.873388661712004, 0.06138394565425381] User Vector: [1.9771989659150404, -0.07622226223151328] Predicted: 3.699383301491472 Movie Vector: [1.3900457691715178, -0.6832202537720447] User Vector: [1.9764914792359127, -0.5247372283105595] Predicted: 3.105924720805415 Movie Vector: [1.8157390889261487, -0.48760018616736855] User Vector: [1.8530811255752968, -0.04695291227219726] Predicted: 3.3876060834233552 Movie Vector: [1.9895815545780977, -0.9846715722355514] User Vector: [1.4822819470888602, 0.060095098747594916] Predicted: 2.889946885244659 Movie Vector: [1.379344491201329, -0.8744397089477965] User Vector: [1.9048942593771807, -0.46292849416900883] Predicted: 3.0323084606977395 Movie Vector: [2.0846541337125064, -0.3462356170582906] User Vector: [1.7709654462181348, -0.3761219430300075] Predicted: 3.822077251154806 Movie Vector: [1.8185866519944411, -0.34441270598744506] User Vector: [1.7146398758236026, -0.6701996844706534] Predicted: 3.349046478030679 Movie Vector: [2.026625899169958, 0.3813587291416264] User Vector: [2.295285847650619, -1.2148631803952805] Predicted: 4.188387066290516 Movie Vector: [2.1866436050819242, -0.16754186847146166] User Vector: [1.8653430157080428, 0.2908702514612027] Predicted: 4.030107431169649 Movie Vector: [1.9818969109965907, -0.27121508660803595] User Vector: [1.8177820503010291, -0.6785450971119049] Predicted: 3.7866882976373226 Movie Vector: [2.2332204643602718, -0.26089299497164364] User Vector: [1.8775673750661892, -0.2534126523112133] Predicted: 4.259135471038191 Movie Vector: [2.1871398845688717, 0.6280237499054346] User Vector: [1.6409964222162867, -0.04808847000861761] Predicted: 3.5588880242020338 Movie Vector: [1.420781442948346, 0.11514378474770673] User Vector: [2.043141756346323, -0.4355713387759287] Predicted: 2.852704560255461 Movie Vector: [1.723531003500875, -0.2928307582953249] User Vector: [1.6407078554475438, -0.6194910368440322] Predicted: 3.0092168866274687 Movie Vector: [2.0926678913183556, -1.7732001604466383] User Vector: [2.013622094220095, -0.6933343556741878] Predicted: 5.443262892548254 Movie Vector: [1.5558959958920766, -0.27980554313397077] User Vector: [1.7547758800753097, -0.8342506073578184] Predicted: 2.9636767097987686 Movie Vector: [1.8649097295106662, 0.11607861126165817] User Vector: [1.884574953347424, -0.2826464919776117] Predicted: 3.481752954222981 Movie Vector: [1.992322714713152, 0.19184165914536996] User Vector: [1.4352328932333487, 0.083380329617121] Predicted: 2.8754429148661127 Movie Vector: [2.1115004211082726, -0.11974657312754895] User Vector: [1.6819304236633403, -0.5431811129674707] Predicted: 3.6164408747054213 Movie Vector: [1.9363258056980657, -0.6724592222624645] User Vector: [1.7247492248130853, -0.024039368475132775] Predicted: 3.35584192739178 Movie Vector: [1.347391824397715, -0.5503089704698574] User Vector: [2.020315750838852, -0.6680908393443706] Predicted: 3.0898133073621437 Movie Vector: [1.792232411265948, -0.6453676840902648] User Vector: [2.112184813870291, 0.08346717046493118] Predicted: 3.731659067501549 Movie Vector: [1.9446212464431245, 0.13570630676046502] User Vector: [1.9000486095702838, -0.3032476863114725] Predicted: 3.653722271902105 Movie Vector: [1.8593332811016658, -1.2797009797330305] User Vector: [1.937566452844357, -0.19261933842286907] Predicted: 3.849076946214888 Movie Vector: [1.841999873392301, -0.603510584522988] User Vector: [2.2061498502760215, -1.0035085038264975] Predicted: 4.669355748610994 Movie Vector: [1.754204815748796, -1.3391709418246225] User Vector: [1.865662205764027, -0.38342636164596705] Predicted: 3.7862270677575953 Movie Vector: [1.8297288394796527, -0.38727357067361107] User Vector: [2.0614229407271187, -0.12776546073429812] Predicted: 3.8213251912006947 Movie Vector: [1.95296812222622, -0.12034735279477321] User Vector: [1.6958739256792061, -0.40491618401119966] Predicted: 3.360718307015637 Movie Vector: [1.8247783302461928, -0.7149316562702772] User Vector: [1.6431225468708586, -1.0233148502328815] Predicted: 3.729934598231842 Movie Vector: [1.7203077216933276, -0.7265709218642266] User Vector: [1.7183583136002447, -0.271383266103007] Predicted: 3.1532842653534123 Movie Vector: [1.8406895291948815, -0.5439155871190935] User Vector: [1.666358339513123, -0.26932890355127] Predicted: 3.2137405361316054 Movie Vector: [1.52552483206549, -0.4217001173396564] User Vector: [2.204455049927753, -0.37469339920102] Predicted: 3.5209591702464214 Movie Vector: [1.649014914991201, -0.7397582113880098] User Vector: [1.4722479566508944, -0.72424981467165] Predicted: 2.9635285865822416 Movie Vector: [2.038781752364576, -0.41642533655979125] User Vector: [1.9460036479959184, -0.9721426496473234] Predicted: 4.37230155763249 Movie Vector: [1.6432571165013843, -0.5649251257677282] User Vector: [1.7633888629396686, 0.016316057226189482] Predicted: 2.888483947504356 Movie Vector: [1.8932804292201197, -0.5511873026818389] User Vector: [1.6430829870305426, -0.22109348511713994] Predicted: 3.2326807846317056 Movie Vector: [-0.14201670386825793, -0.1006260748176445] User Vector: [1.106739415470095, -0.2908636995922278] Predicted: -0.12790701142924096 Movie Vector: [1.46471599553145, -1.3817610592094902] User Vector: [1.0439546347132949, -0.4963205694289408] Predicted: 2.2148934877953455 Movie Vector: [2.1348940869950765, -0.09050230246838711] User Vector: [1.6234220991061692, -0.24212222755811774] Predicted: 3.4877468591516805 Movie Vector: [1.5582086901474557, -0.46966029912946294] User Vector: [1.8264549587905752, -0.19166285457083104] Predicted: 2.9360144225601306 Movie Vector: [2.114855692271202, -0.21735810271655073] User Vector: [1.5482354019800924, -0.24166415250118872] Predicted: 3.3268221145356525 Movie Vector: [1.72212766125214, -0.2954801075744688] User Vector: [2.07465319160074, -0.850387240896998] Predicted: 3.8240901621808705 Movie Vector: [2.0694021499569497, -0.6056350182154557] User Vector: [1.9765344432095988, -0.7126938827255985] Predicted: 4.521876998888469 Movie Vector: [1.928583885068957, 0.08580668282691027] User Vector: [2.052560592767268, -0.4952674197721305] Predicted: 3.9160380279356493 Movie Vector: [2.140695382913037, -0.34699413766478737] User Vector: [1.8175961005088053, 0.07891580027438073] Predicted: 3.863536260295604 Movie Vector: [1.0197697637755732, -1.6368002541691542] User Vector: [1.9991666020187004, -0.2871770397248992] Predicted: 2.508741105101886 Movie Vector: [1.5042798988539152, 0.037045188866073615] User Vector: [2.075496330614921, -0.9607013445211922] Predicted: 3.0865380475374073 Movie Vector: [2.1508066275574538, 0.013502686986612104] User Vector: [2.1666456251204727, 0.43081093667554854] Predicted: 4.665852875305815 Movie Vector: [1.675015196388317, -0.4547744674033201] User Vector: [1.8363532221683352, -0.7755353073589404] Predicted: 3.4286132094252455 Movie Vector: [1.6712207252338929, -0.7461109208065158] User Vector: [1.8520963906241608, -0.18942902928428298] Predicted: 3.236596940608766 Movie Vector: [1.6978905954345567, -0.44516989308138166] User Vector: [2.4894299741247, -0.24972938438605413] Predicted: 4.337951744405639 Movie Vector: [1.2823656885691086, 0.08713185586945672] User Vector: [2.2201640215426908, 0.38347796122688477] Predicted: 2.8804753106686882 Movie Vector: [2.316757281728204, -0.15742716450414326] User Vector: [1.7578925400927146, -0.03554958434404967] Predicted: 4.07820681301807 Movie Vector: [2.234717288394, -0.16004555050961913] User Vector: [2.034251358644273, -0.4112402728699192] Predicted: 4.6117938559645335 Movie Vector: [1.8435217323547526, 0.0800299505968509] User Vector: [1.686659643575658, -0.8900309381589682] Predicted: 3.0381645760069156 Movie Vector: [1.8132885139816932, -0.6654356850214308] User Vector: [1.6259778069166932, -0.847990422353855] Predicted: 3.512649968861833 Movie Vector: [2.272067738501035, 0.2812690852492161] User Vector: [1.794171326579947, -0.6079069440074938] Predicted: 3.905493358408268 Movie Vector: [1.6027101020160974, -0.7338943717530503] User Vector: [1.6828750461319766, 0.2403310453206547] Predicted: 2.520783235348169 Movie Vector: [1.484504382104622, -0.9426986930723588] User Vector: [1.953481558814034, -0.36969799544172455] Predicted: 3.2484657515543858 Movie Vector: [2.0869290984853697, 0.03805177921847612] User Vector: [2.3209312309922, -0.38329975847376085] Predicted: 4.829033683757152 Movie Vector: [1.6391676630044338, -0.6470681477263754] User Vector: [1.854259244879341, -0.5828952583854391] Predicted: 3.4166147481951885 Movie Vector: [1.3040234628568217, -0.2628946137227977] User Vector: [1.6281656104753208, -0.30557432203686063] Predicted: 2.2035000008319052 Movie Vector: [1.626417834061075, -0.37802229105083446] User Vector: [1.9207075607444488, -0.35472646543136616] Predicted: 3.257967541969447 Movie Vector: [1.9182106700737522, -0.6217190017753926] User Vector: [1.7520016848927271, -0.541659657082207] Predicted: 3.697468427251572 Movie Vector: [1.504822720414307, 0.31632547617994483] User Vector: [1.584243318892863, -0.5562966107504405] Predicted: 2.208034550641626 Movie Vector: [1.1531288529351542, -2.0910336024139466] User Vector: [1.9853810544562316, -0.26505029253583867] Predicted: 2.8436292459863863 Movie Vector: [1.579128668315088, -0.5595140195438456] User Vector: [1.2294985548829644, -1.9164459113540286] Predicted: 3.0138147707677216 Movie Vector: [2.0796843607961466, -0.10375635364098376] User Vector: [1.854229500522215, 0.040323706963961814] Predicted: 3.8520282527630325 Movie Vector: [2.102923224430831, -0.4379097897952039] User Vector: [1.9423838209974762, -0.07736302442744317] Predicted: 4.118562073699233 Movie Vector: [2.0428854893704913, -0.46259326525918937] User Vector: [1.8721062532263721, -0.03057713922555138] Predicted: 3.8386434779525467 Movie Vector: [1.933163233383823, 0.08470172055094465] User Vector: [1.8898090669512446, -0.7913921416221266] Predicted: 3.5862771303196426 Movie Vector: [1.9509648722176713, -0.1511287036651915] User Vector: [1.9707609408256488, -0.002280079060336158] Predicted: 3.8452299524821325 Movie Vector: [1.2730153367538846, -0.5499332653061264] User Vector: [2.0567393615079532, -0.025344587783828382] Predicted: 2.632198582822815 Movie Vector: [2.0722820965726223, -0.14690087683187505] User Vector: [1.7976209526347808, -0.8419556781528902] Predicted: 3.8488617439431136 Movie Vector: [1.6103628459999735, -0.7398864882953674] User Vector: [2.217559781727795, 1.0618210003555772] Predicted: 2.7854488701268902 Movie Vector: [2.3240902571631405, -0.5039952797567655] User Vector: [1.7483061825800235, 0.09174078601799228] Predicted: 4.016984442358072 Movie Vector: [2.321114590037465, -0.1508462047415203] User Vector: [1.8090131365503568, 0.07857605708581833] Predicted: 4.187073884821521 Movie Vector: [1.5243581529160752, 0.6166227283429925] User Vector: [1.8543176791254268, -0.2581706489927611] Predicted: 2.667450382311262 Movie Vector: [1.2263542400527223, -0.5448025780570437] User Vector: [2.3743877976321297, 0.1734054803160931] Predicted: 2.81736879043018 Movie Vector: [2.043082039630882, -0.2607609495322667] User Vector: [1.1646773594628748, -1.5247101021525908] Predicted: 2.777116249082069 Movie Vector: [2.1101296583903792, -0.6117886470208448] User Vector: [1.7530780512329296, -0.03522243253763889] Predicted: 3.7207706737267983 Movie Vector: [2.0880606688372922, -0.18482722316733335] User Vector: [1.6435387954188225, -1.0602382235813383] Predicted: 3.6277696031826694 Movie Vector: [1.6484824082303333, -0.5648767778617928] User Vector: [2.1957931061008673, -0.3842728264564568] Predicted: 3.8367931035492884 Movie Vector: [2.206355170649662, -0.006451204507984733] User Vector: [1.9043504632119304, -0.01662632715619129] Predicted: 4.201780751073422 Movie Vector: [1.985735027728211, -0.1124682883518603] User Vector: [1.8249003552143492, 0.2602211604694233] Predicted: 3.5945019289518574
avg loss: 0.9417971602859448: 22%|██████████ | 15744/70000 [00:21<01:07, 803.88it/s]
Movie Vector: [1.918248088948027, -0.23325184535400897] User Vector: [1.9333673310526687, -0.6253313249422376] Predicted: 3.8545378735267732 Movie Vector: [2.1359386631489876, -0.2841555986164759] User Vector: [2.0649441192207125, -0.07760116794884363] Predicted: 4.432644787817494 Movie Vector: [1.7133087156880349, -0.7254655568805921] User Vector: [2.2114729253779486, -0.233318763264119] Predicted: 3.9582005640802493 Movie Vector: [2.000370712993302, -0.42758755320382097] User Vector: [1.3735102499321254, -1.9064985675846957] Predicted: 3.562724735660464 Movie Vector: [1.0715296499945357, -0.7391430269659838] User Vector: [1.5014835808354758, -0.8215475796538187] Predicted: 2.2161253406670807 Movie Vector: [1.8796967594719862, -0.2527093987518746] User Vector: [2.1008992350315165, -0.1981438859478735] Predicted: 3.9991263063501634 Movie Vector: [1.5851925507932296, -0.16607797426692236] User Vector: [1.3850410507586723, -0.29694917343695676] Predicted: 2.244873473390122 Movie Vector: [1.8374909488224236, -0.16654045998479347] User Vector: [1.7053507816114415, -0.14138149559374782] Predicted: 3.15711236508779 Movie Vector: [1.8270706798067695, 0.005021060407364371] User Vector: [1.5356653628804042, -0.4272895454904418] Predicted: 2.8036237118942666 Movie Vector: [2.397206066419373, 0.36589357641922393] User Vector: [1.8166445297969225, 0.5448073322628184] Predicted: 4.554212790617811 Movie Vector: [1.9303402651776744, -0.4894496757884427] User Vector: [1.3206573717620425, -1.5627192591712524] Predicted: 3.3141905359657162 Movie Vector: [1.9944686747938698, -0.39736429633124437] User Vector: [1.3129081893077748, -0.47853175240341417] Predicted: 2.8087056895206364 Movie Vector: [2.1188322859472337, -0.12769635148039332] User Vector: [1.5451992379343558, -0.4272633449919656] Predicted: 3.328578003833157 Movie Vector: [1.7433943440163198, -0.631980929504227] User Vector: [1.91794167075077, -0.30199901063548457] Predicted: 3.5345862763908733 Movie Vector: [2.170044217957025, 0.017327846137388834] User Vector: [2.199464634085333, 0.015985375008428265] Predicted: 4.773212503916436 Movie Vector: [1.743768691694876, -0.10694792727356388] User Vector: [2.031769680182016, 0.7322510594858125] Predicted: 3.4646236239804327 Movie Vector: [1.7140186500279757, 0.18023811748178625] User Vector: [1.9279870274739215, -0.4144155957243881] Predicted: 3.229912235273844 Movie Vector: [2.166106012206608, -0.39376148405327926] User Vector: [1.8344388332222343, -0.09479807241585526] Predicted: 4.010916815347814 Movie Vector: [1.77452232621875, 1.0538804290254082] User Vector: [1.8005255378732832, -0.25943563015338567] Predicted: 2.9216586326726373 Movie Vector: [2.0507809333208096, -0.1499974781495018] User Vector: [1.8032699140060198, -0.16064086211659256] Predicted: 3.722207281479852 Movie Vector: [1.85874963890113, -0.029555162993481023] User Vector: [1.8042195445494025, -0.25724177703408063] Predicted: 3.361195249578538 Movie Vector: [2.2071147167921628, -0.23694687971053408] User Vector: [1.764035470704719, 0.1813431734627218] Predicted: 3.8504599492269773 Movie Vector: [2.0918042307022437, 0.21954459540064486] User Vector: [1.475783910181158, -0.3581252632070232] Predicted: 3.0084265609057113 Movie Vector: [2.096521959516239, 0.39104481840853494] User Vector: [1.8621899533734465, -0.2516162055813062] Predicted: 3.805728916617765 Movie Vector: [2.0658467016338, -0.47927688595228135] User Vector: [2.2133758917166544, -0.23412453546500328] Predicted: 4.684705763661312 Movie Vector: [1.024533995723544, 0.5391647286557926] User Vector: [1.9936608599716836, -0.18862213201974629] Predicted: 1.940874926355522 Movie Vector: [1.60497305973202, 0.032279314734114946] User Vector: [2.0878259439806244, -0.36224648873323206] Predicted: 3.3392113250773274 Movie Vector: [1.702896397456216, -0.46654935666683417] User Vector: [1.8431984948076636, -0.06631846729576255] Predicted: 3.1697169148566586 Movie Vector: [2.188503343584337, -0.37146864034340205] User Vector: [2.007645389893829, -0.3250664540966819] Predicted: 4.5144906422388695 Movie Vector: [1.9294637767281098, -0.413692463406024] User Vector: [2.4893564708005163, 0.7120065417998761] Predicted: 4.5085713975349275 Movie Vector: [2.161056680775533, -0.36702463374693983] User Vector: [1.9731431407201925, -0.010775373508736214] Predicted: 4.26802899389532 Movie Vector: [1.8240987660786794, 0.13146251722751054] User Vector: [1.8617646594325419, -0.14265901346457013] Predicted: 3.3772883049845466 Movie Vector: [1.5450062621166045, -0.9976566244680277] User Vector: [1.606993204558989, -0.2517867696276281] Predicted: 2.734011302894876 Movie Vector: [2.2187365009322817, -0.39660207916642215] User Vector: [1.4659882948913006, -0.37444416744938347] Predicted: 3.4011470751569712 Movie Vector: [1.7089522143588645, -0.2203566019152743] User Vector: [1.5549900471440665, -0.22059208959634571] Predicted: 2.7060126076456883 Movie Vector: [1.8165134788485526, -0.6307469951718486] User Vector: [1.791207393253822, -0.5942137737214851] Predicted: 3.628550925523299 Movie Vector: [1.978164188530207, 0.5319106646717701] User Vector: [1.9447829057510653, 0.05446369721613822] Predicted: 3.8760697200091925 Movie Vector: [2.096027071244062, -0.21209572052290404] User Vector: [1.7440354783236347, -0.19021860802674206] Predicted: 3.6958901285027204 Movie Vector: [1.954528976312501, -0.9860926838913776] User Vector: [2.176238333292972, -0.096268163825678] Predicted: 4.348450213823294 Movie Vector: [1.904097448241335, -0.2800699075045717] User Vector: [2.2482080384932708, -0.42304262316117897] Predicted: 4.399288697549937 Movie Vector: [2.1484169859030064, -0.43972175658674195] User Vector: [1.6582937853424262, -1.1190272405318673] Predicted: 4.05476715992215 Movie Vector: [2.0686183116225445, -0.24709185818362156] User Vector: [1.4698085160585852, -2.1672772791954324] Predicted: 3.575989381013091 Movie Vector: [2.1537357691242733, -0.12118557017134488] User Vector: [2.0133998893232197, 0.07240236771853882] Predicted: 4.327557236972545 Movie Vector: [1.854223524887219, -0.09066383069480836] User Vector: [1.8600002858843008, 0.5632895397113565] Predicted: 3.397786298923076 Movie Vector: [2.011228770100409, 0.33926031939187573] User Vector: [2.2346797788429695, -0.10503700299996227] Predicted: 4.458817375984866 Movie Vector: [2.173334914997062, -0.13971608478971262] User Vector: [1.8555901999943702, -0.4968355281543653] Predicted: 4.102234884352303 Movie Vector: [2.263007399477069, -0.18151928732700165] User Vector: [1.7967571835993137, -0.6196127872306293] Predicted: 4.1785464731056265 Movie Vector: [1.6098076934372234, -0.011801293127225623] User Vector: [1.2752138381596445, -0.3772614310413948] Predicted: 2.0573012201803222 Movie Vector: [1.4914923782788727, 0.7070157852607073] User Vector: [1.0745113779574798, -0.5251467159582942] Predicted: 1.231338512837175 Movie Vector: [2.0945733396243864, -0.3666615669129995] User Vector: [1.2639353511240952, -0.3395331379415342] Predicted: 2.771899041849848 Movie Vector: [2.1086026822994577, -0.044310315091215365] User Vector: [1.5087023579546652, -0.10164423611563707] Predicted: 3.1857577269042134 Movie Vector: [1.5077522386372921, -0.5954435267788996] User Vector: [2.023197537846042, -0.00031419742796270195] Predicted: 3.0506677037174383 Movie Vector: [1.959069739789586, -0.15113808062129747] User Vector: [2.0060380803366193, -0.38612465135527235] Predicted: 3.9883266387394647 Movie Vector: [2.3236641253050023, -0.20956245081751176] User Vector: [2.028699320265548, 0.24219320719175128] Predicted: 4.66326122946124 Movie Vector: [2.007066745558327, -0.15633220536326853] User Vector: [2.0781978109216164, 0.4275768656011465] Predicted: 4.1042376826311475 Movie Vector: [2.032290594335108, -0.33950590115226864] User Vector: [1.8277550043162558, -0.6160195462292796] Predicted: 3.9236715751908346 Movie Vector: [2.20164724331641, -0.15336017492722692] User Vector: [1.8118700440699262, 0.035753627595186056] Predicted: 3.983615505191855 Movie Vector: [1.58549894218674, -2.477725375523747] User Vector: [1.065342967691708, -0.5294928399332133] Predicted: 3.001037994001942 Movie Vector: [1.837049546537218, -0.5693542111480142] User Vector: [1.7113513675053662, -0.2684238866737282] Predicted: 3.2966655238919857 Movie Vector: [2.0843903963126573, -0.4812383846379497] User Vector: [1.2447237627061298, -0.5451260896106385] Predicted: 2.8568258558350377 Movie Vector: [1.4174861799111984, -0.35030424526066123] User Vector: [1.9987619670055643, -0.5457467160212449] Predicted: 3.0243948566218166 Movie Vector: [2.3148229802557405, -0.1983328574257714] User Vector: [1.6313772024871183, -0.21768560126185577] Predicted: 3.819523645101215 Movie Vector: [1.948275613814058, 0.42743215234445375] User Vector: [2.1030074701017014, -0.04533207049820016] Predicted: 4.077861785204665 Movie Vector: [1.7976205088776551, -0.332241594643971] User Vector: [1.9265472097603558, -0.2576792260244059] Predicted: 3.54881253254721 Movie Vector: [2.092902597946494, -0.6214227640444417] User Vector: [1.8462964813879648, 0.2590093242201227] Predicted: 3.7031644123061906 Movie Vector: [1.8018657213757352, -0.2722451175206084] User Vector: [2.1430365071902298, 0.003334092754874526] Predicted: 3.8605563314889837 Movie Vector: [1.6379677411518663, -0.38909463247648807] User Vector: [1.924068682895275, 0.12344952724154395] Predicted: 3.1035288859115755 Movie Vector: [1.7954161925096437, -0.39835874972694285] User Vector: [1.7813020876292947, 0.20052401114228546] Predicted: 3.1182981175119955 Movie Vector: [1.6153953478264371, -0.6123992997564521] User Vector: [2.035277162701039, -0.4087247372162434] Predicted: 3.5380800030290165 Movie Vector: [1.2826061188972766, 0.7577438966438232] User Vector: [1.959531412808129, -0.21817567903626545] Predicted: 2.3479856910532795 Movie Vector: [2.129026568700059, -0.26040868978133463] User Vector: [1.7872631325371802, -0.18550545108322392] Predicted: 3.8534379258936293 Movie Vector: [1.4539685819904207, 0.3341825720631782] User Vector: [1.6077294043263413, -1.0094481368899255] Predicted: 2.0002480674824157 Movie Vector: [2.114855592423521, -0.4379071300568106] User Vector: [1.7896121290665523, -0.5591388025701609] Predicted: 4.029622087762263 Movie Vector: [1.469301742656192, -0.364452089613152] User Vector: [2.3476838481883426, -0.5033219687002684] Predicted: 3.6328927125899453 Movie Vector: [1.90419500098054, -0.35736391214428204] User Vector: [2.185742581470837, 0.43093082668364696] Predicted: 4.008080970979831 Movie Vector: [1.3281093663850214, -1.2056437015291839] User Vector: [2.0783449540707655, -0.4575533421616096] Predicted: 3.3119157051712027 Movie Vector: [1.7080044100336724, -1.2362925831175695] User Vector: [1.776252607242702, -0.08422079939041355] Predicted: 3.137968836134945 Movie Vector: [1.8274101078177134, -0.1500276554651006] User Vector: [1.9545892555771534, -0.38215548350665746] Predicted: 3.6291700534872255 Movie Vector: [1.6403766679210923, -0.6174160530901615] User Vector: [1.8586277056587293, 0.6601470308216539] Predicted: 2.641264148485196 Movie Vector: [1.8924654972760009, 0.1301373573261174] User Vector: [2.086455687750953, -0.43206106629947927] Predicted: 3.892318115292229 Movie Vector: [1.378404585480889, -1.7983617386044835] User Vector: [2.16652426937218, -0.9450984440430167] Predicted: 4.685975868439837 Movie Vector: [2.046964103842411, 0.2598822546182604] User Vector: [1.647480975697406, -0.36153033212193] Predicted: 3.2783791011911263 Movie Vector: [2.060280220101759, -0.3211266375666512] User Vector: [1.8701973097446027, -0.3568374017336175] Predicted: 3.9677205199310652 Movie Vector: [1.9291166246622595, -0.3666668001216272] User Vector: [1.8643147055413483, -0.6680453040992966] Predicted: 3.8414305260525086 Movie Vector: [1.6577665616226926, 0.18610217201761953] User Vector: [2.1780260424072995, -0.9601044508209579] Predicted: 3.431981219784666 Movie Vector: [1.9451961888193423, -0.3777044036187589] User Vector: [1.8617848411610824, -0.7824401109735993] Predicted: 3.917067852910841 Movie Vector: [1.8202436605722585, -0.33917444166981714] User Vector: [1.8978120983799953, -0.062153753052913284] Predicted: 3.4755614055229276 Movie Vector: [1.707481300450251, -0.5935818426220667] User Vector: [1.8155007245641699, -0.6894389092246416] Predicted: 3.5091719562601122 Movie Vector: [1.994216297551752, 0.5234926444740279] User Vector: [2.338913921341069, 1.1222290108933994] Predicted: 5.251778893127095 Movie Vector: [1.5946569677124087, -0.7624347354569533] User Vector: [1.9934907099288102, -1.0624462949259283] Predicted: 3.9889798104670033 Movie Vector: [1.9541456368566197, 0.4197215335304546] User Vector: [2.0434688165969472, -0.6926574594628105] Predicted: 3.702512420908445 Movie Vector: [1.8800676986071878, -0.3755923521147279] User Vector: [1.1279225631032725, -0.7496543731429975] Predicted: 2.4021352267025606 Movie Vector: [2.1836898766241437, -0.2281024344916086] User Vector: [2.10069692824226, -1.1660545102285462] Predicted: 4.853250488591111 Movie Vector: [1.9743563612648496, 0.5112231405214102] User Vector: [1.6297350498776213, -0.11625229941367385] Predicted: 3.158246897303075 Movie Vector: [1.9712918972598463, -0.6743905114373047] User Vector: [2.0352490513933437, -0.44945841709450973] Predicted: 4.315180455691655 Movie Vector: [2.2288985145029647, 0.2958958216411447] User Vector: [1.8805824483718325, -0.3637399610945443] Predicted: 4.083998290924537 Movie Vector: [2.1358195442494483, -0.377741606150822] User Vector: [1.1024830610283423, -0.29387954370661834] Predicted: 2.465715399802899 Movie Vector: [1.3477681204634215, -0.550854421639432] User Vector: [1.9268494711525395, -0.24699788882057522] Predicted: 2.7330061693436147 Movie Vector: [1.7435616392046167, -0.4680124961564565] User Vector: [1.6613509328388592, 0.001177967732003851] Predicted: 2.8961164521359937 Movie Vector: [1.548887354977013, -1.2329105635386348] User Vector: [1.6229744039096679, -0.12893689883070886] Predicted: 2.672772196265333 Movie Vector: [1.9619704541894014, -0.40439489301941905] User Vector: [1.941368944818238, -0.7572773872346135] Predicted: 4.1151476184110045 Movie Vector: [2.1536058887028036, 0.27694081019202643] User Vector: [1.859538690832071, -0.09049395788823078] Predicted: 3.9796520048316 Movie Vector: [1.6024894825237843, -0.33689077703611103] User Vector: [2.10094287375447, -0.198149752806655] Predicted: 3.4334936827673803 Movie Vector: [1.6580049960058918, -0.566543269895822] User Vector: [1.6919443312154068, -0.5182940810620537] Predicted: 3.0988881775715376 Movie Vector: [2.122228481900354, -0.9323809602898772] User Vector: [1.7736899271666036, -0.33661756821280897] Predicted: 4.078031092993433 Movie Vector: [1.396482637951023, -1.8062478904018056] User Vector: [1.2299868369181273, -0.37692987771294917] Predicted: 2.398484059112886 Movie Vector: [1.1855055815760027, -1.3574976503578722] User Vector: [1.429040479793938, -0.5016691555993501] Predicted: 2.375150165076898 Movie Vector: [1.9394362727072045, -0.04589459617249317] User Vector: [2.1963942261976652, -0.39402719454823004] Predicted: 4.277850350427196 Movie Vector: [2.31310417826427, -0.15735328836737905] User Vector: [1.6256796086321401, -0.4173306130603741] Predicted: 3.826034639547451 Movie Vector: [2.3329916941400737, 0.3256595338056601] User Vector: [2.3036367560759703, -0.0011306489083450985] Predicted: 5.373997211644632 Movie Vector: [1.6800213267375925, -0.768406256410681] User Vector: [1.8808145805298764, -0.0052262743252372785] Predicted: 3.163824508818442 Movie Vector: [2.341816601110385, -0.20739534488423778] User Vector: [2.223873603308347, -0.3800612608490508] Predicted: 5.286727059269586 Movie Vector: [1.252713551075656, -0.40445925382743747] User Vector: [2.291261329457549, -0.19155859150069313] Predicted: 2.9477717614496997 Movie Vector: [2.1460037112341532, -0.43809326342274285] User Vector: [1.8621476673339818, -0.3959277975882798] Predicted: 4.1696291058899755 Movie Vector: [2.1772990194459507, -0.1128972461151636] User Vector: [2.0494910937891446, 0.2403180760275708] Predicted: 4.435223699895106 Movie Vector: [1.5918219411166672, -0.6712869237631147] User Vector: [1.6968698854760573, -0.2639356610879823] Predicted: 2.87829127292405 Movie Vector: [1.7453665753425913, -0.034054028570110535] User Vector: [2.0790056694021004, -0.3912493252852797] Predicted: 3.6419506210234767 Movie Vector: [2.0549726105730137, 1.286762710399082] User Vector: [1.9735461366704907, -0.26328544292780226] Predicted: 3.7167973664096423 Movie Vector: [2.1378560565243263, -0.20755746059435048] User Vector: [1.9648724380565081, -0.8532668340629603] Predicted: 4.377716339284314 Movie Vector: [1.9044442788962888, -0.38195543253466957] User Vector: [2.095611272009872, -0.39157331892284436] Predicted: 4.140538454167986 Movie Vector: [1.796653301685849, -0.4871165952001024] User Vector: [1.7857005465567581, -0.24587007843624112] Predicted: 3.3280521782628685 Movie Vector: [2.0003640882616844, -0.40231549609323686] User Vector: [2.156243972667269, -0.010391109986658159] Predicted: 4.317453513023555 Movie Vector: [2.174225959965466, -0.2482132645194124] User Vector: [1.563816647007608, -0.15635492767132245] Predicted: 3.4389001175710883 Movie Vector: [2.1412450968572085, -0.04650949856514496] User Vector: [1.9385649774264597, 0.30273673444310417] Predicted: 4.136862619137314 Movie Vector: [2.224268538914448, -0.050457191164977135] User Vector: [1.6535888910718495, -0.45663985000522395] Predicted: 3.701066510914805 Movie Vector: [1.9278558772557801, -0.2601240996192985] User Vector: [2.295901560932122, -0.5520266454452822] Predicted: 4.569762751956026 Movie Vector: [1.8482450686153669, -0.3560052635509952] User Vector: [1.7614536155491198, -0.3704159170550379] Predicted: 3.387467974708031 Movie Vector: [0.9466921420210527, -0.31186618358730517] User Vector: [1.5962334301350298, -0.1600556817389461] Predicted: 1.5610575997655334 Movie Vector: [1.9170847883712103, -0.49832081803285927] User Vector: [1.8253585216648782, 0.07765755743574897] Predicted: 3.4606686776596822 Movie Vector: [1.5674545195819884, -0.3325797557610696] User Vector: [2.190818447596259, -0.8791735981162221] Predicted: 3.7264036178014255 Movie Vector: [1.0371544435775424, -1.0303300748467332] User Vector: [1.6324308189729042, -0.1719800877962244] Predicted: 1.870279134461906 Movie Vector: [1.3614382955017414, -0.5526067662957341] User Vector: [2.469611597572955, -0.07517319402407203] Predicted: 3.4037650196128206 Movie Vector: [2.2173761530289573, -0.5478095698240901] User Vector: [1.8290139464895379, -0.3554488510108129] Predicted: 4.250330190669983 Movie Vector: [1.6792181542156104, -0.8406573767663089] User Vector: [1.8633363509822143, -0.23978193067705716] Predicted: 3.3305226768181404 Movie Vector: [2.035997652007179, -0.34075531367178147] User Vector: [2.137242995000412, 0.25373746429626043] Predicted: 4.264959330353075 Movie Vector: [2.148218797201501, -0.1378348027990114] User Vector: [1.9248033009914507, -0.48640315279099744] Predicted: 4.201941914751098 Movie Vector: [1.879745533594306, -0.2527139988269134] User Vector: [2.330411994417749, -0.3831268920754949] Predicted: 4.477403066895888 Movie Vector: [1.9538769370996276, 0.1174203404592106] User Vector: [1.5437166774308906, -0.15474769236734506] Predicted: 2.9980618867252313 Movie Vector: [1.9406962179429563, -0.0170046536846358] User Vector: [1.7465055301368397, -0.1451115443073868] Predicted: 3.3919042485096127 Movie Vector: [1.2680657991794038, -1.3086685442475745] User Vector: [1.8362502670727252, -0.754351197230908] Predicted: 3.3156818455405563 Movie Vector: [1.9432367461224314, -0.003250562646876554] User Vector: [1.7879697668884318, -0.06795616558737612] Predicted: 3.4746694477470417 Movie Vector: [1.4805292466635158, -0.7959002405315901] User Vector: [1.812828574383202, 0.035686859234830746] Predicted: 2.6555425437128384 Movie Vector: [1.8361589108508365, -0.3967775978215568] User Vector: [2.004913990606633, -0.1324755468851212] Predicted: 3.7339040186050547 Movie Vector:
avg loss: 0.9441521727877119: 23%|██████████▏ | 15826/70000 [00:21<01:14, 726.09it/s]
[1.9947350703890916, -0.4076332466546438] User Vector: [1.5936059332805157, -0.7991620713026791] Predicted: 3.5045866732231445 Movie Vector: [1.6108026236731232, -0.28598415939153443] User Vector: [1.9378011933383283, -0.3191558562342259] Predicted: 3.2126887656463192 Movie Vector: [2.1396026640704924, 0.14066289003741508] User Vector: [1.534046617968372, -0.1813631644278996] Predicted: 3.256739163758698 Movie Vector: [2.0658073735072393, -0.11535412590997893] User Vector: [1.8089598940812825, -0.07555236928376405] Predicted: 3.7456779650911445 Movie Vector: [1.5169075311961262, -0.31444576979248917] User Vector: [2.1026278537653473, -0.47959710287336893] Predicted: 3.3402993068826667 Movie Vector: [1.5480336295128188, -0.7864706089701892] User Vector: [1.8677877081573562, -0.2527218467958243] Predicted: 3.0901564897678444 Movie Vector: [1.543724813367846, -0.7953074391921287] User Vector: [2.054720456264885, -0.4370467240308193] Predicted: 3.519509463766865 Movie Vector: [2.119906303616838, 0.8869579662804048] User Vector: [1.9787843959283042, -0.002901604535165364] Predicted: 4.1922639131695885 Movie Vector: [1.9237932647612908, 0.16123385570745324] User Vector: [1.7131348529724524, -0.07020152486372976] Predicted: 3.284398429245906 Movie Vector: [2.1438123856130757, -0.44011594020317757] User Vector: [2.359286863906673, -0.5419520346698391] Predicted: 5.2963901293410975 Movie Vector: [1.7929085575973338, -0.695083586089979] User Vector: [1.9043058832105684, -0.37498783830096816] Predicted: 3.674894205677543 Movie Vector: [1.2805939927501806, -0.5804464919235647] User Vector: [2.1517993085683713, 0.08799316411560891] Predicted: 2.704505944732489 Movie Vector: [2.147988982379003, -0.22348666270645134] User Vector: [1.9756109353652043, 0.8667991286792366] Predicted: 4.049872478126553 Movie Vector: [2.1168290738231703, -0.391215005703222] User Vector: [2.0639179942698918, 0.6518204326262727] Predicted: 4.113959681989947 Movie Vector: [1.8364962945276577, 0.611456824871262] User Vector: [2.080508378720028, -0.688589700142145] Predicted: 3.399803056565106 Movie Vector: [1.6070951178554493, -1.2315079814125434] User Vector: [2.2948813395164374, -0.5145385127851224] Predicted: 4.3217508820334585 Movie Vector: [1.4164443772289559, -1.1192296073415362] User Vector: [1.69304067177646, -0.7123749671493416] Predicted: 3.1954090947201985 Movie Vector: [2.1720776973244154, 0.08034986409920328] User Vector: [1.7411234356047927, -0.349641499502418] Predicted: 3.753761735797572 Movie Vector: [1.7408342512175388, 0.8963876654474772] User Vector: [1.6541595227016792, -0.3717543169829002] Predicted: 2.546381569776416 Movie Vector: [1.7909013654174388, -0.4163172255415076] User Vector: [1.9065583365740617, -0.2854159160672543] Predicted: 3.533281490520995 Movie Vector: [2.1189872007906403, -0.12516444763846446] User Vector: [2.1562730594252777, -0.21446731898848512] Predicted: 4.595958697849535 Movie Vector: [2.2252361643394627, -0.40040585122375055] User Vector: [1.6179131001803029, -0.2588380719247323] Predicted: 3.703879019797923 Movie Vector: [2.0111878292589647, -0.2763234357759509] User Vector: [2.3255720532633823, 1.1187266978239563] Predicted: 4.368031804751095 Movie Vector: [2.2171227863215934, -0.3848722138762967] User Vector: [1.6269334328434126, -0.4545306915187502] Predicted: 3.7820474193050875 Movie Vector: [1.6593116105402066, -0.1713929169828176] User Vector: [1.5782207858802288, -0.5324049625148715] Predicted: 2.7100105135485046 Movie Vector: [1.29513795320711, -0.33717291875265043] User Vector: [1.7510063685486363, -0.4885734363636187] Predicted: 2.4325285357784288 Movie Vector: [2.1216975711775974, -0.25389341728476306] User Vector: [1.6551672462840028, -1.1183873241395526] Predicted: 3.795715505907234 Movie Vector: [1.800734944352219, -0.7322663755804981] User Vector: [1.7971818896379395, -0.16491263340801376] Predicted: 3.357008206381112 Movie Vector: [1.9976046488876806, 0.09791055251303288] User Vector: [1.8105784029923606, 0.024691774895817725] Predicted: 3.619237420315749 Movie Vector: [2.002030725202612, -0.3588699589318889] User Vector: [2.2312892970975815, -1.226905680788841] Predicted: 4.90740932088309 Movie Vector: [2.270218691244615, -0.2173119435774147] User Vector: [2.306566335523452, -0.37992106889031213] Predicted: 5.318971393387502 Movie Vector: [1.8908665824516042, -0.18023969928054917] User Vector: [1.925297396310582, -1.8946668320412605] Predicted: 3.9819746880087097 Movie Vector: [1.716640053756398, -0.5094961637502651] User Vector: [1.9223071868324213, -0.2564900817515324] Predicted: 3.430590225232715 Movie Vector: [1.3349225662875914, -0.9526491949346454] User Vector: [1.980008966724899, -0.979088305444034] Predicted: 3.5758863370840293 Movie Vector: [1.8821215242971976, 0.4370515402400589] User Vector: [2.095138500358357, -0.15398111261514985] Predicted: 3.876007585471886 Movie Vector: [2.077793688389053, -0.26004593106044366] User Vector: [2.136900482091832, -0.8212419312334145] Predicted: 4.653598957039404 Movie Vector: [2.077741293552254, -0.33579943089152825] User Vector: [1.6494596926138076, -0.8566077408743054] Predicted: 3.714798907276586 Movie Vector: [1.4098493121272218, -0.9896994820037504] User Vector: [1.647133528583854, 0.4856163598829314] Predicted: 1.841595812426946 Movie Vector: [1.9429478398461324, -0.23149236868399242] User Vector: [1.7915360803443767, -0.3762103411763597] Predicted: 3.5679509803138423 Movie Vector: [2.089554323867526, -0.2641057946260437] User Vector: [1.9349651445362668, -0.1126378999345248] Predicted: 4.072963106365925 Movie Vector: [1.308513568782178, -1.3154837847204341] User Vector: [1.968549483780833, -1.3272565424964893] Predicted: 4.321858170164612 Movie Vector: [1.442023491083033, -0.29736515867750835] User Vector: [1.8593084410697935, -0.7781476808339497] Predicted: 2.912560457777338 Movie Vector: [1.8588185366948573, 0.28498874146480724] User Vector: [1.6985966524625724, -0.07141997705721265] Predicted: 3.1370290545882815 Movie Vector: [1.662853095086441, -0.8385514523734489] User Vector: [1.6775992675971085, -0.1724181573326243] Predicted: 2.9341826306854246 Movie Vector: [1.4200710676581798, -0.6623424839905021] User Vector: [1.986281082560883, -0.05320674845702164] Predicted: 2.85590138751956 Movie Vector: [1.8951331888368854, 0.46106580618686493] User Vector: [2.1725873809583893, 0.061716718576150714] Predicted: 4.14579791990797 Movie Vector: [1.698374575621211, 0.14105748258243814] User Vector: [1.895363382240562, -0.6606469323275261] Predicted: 3.125847786810866 Movie Vector: [0.4040623917804974, -0.172906389876112] User Vector: [1.6635651575147052, -0.20290956561770088] Predicted: 0.7072684768903784 Movie Vector: [1.7726727443495873, -0.09653088867598526] User Vector: [1.8067126119192152, -0.2222009221531686] Predicted: 3.224159456501915 Movie Vector: [1.3168527304108943, -0.7214622730393655] User Vector: [1.3265223464002176, -0.50179148043701] Predicted: 2.108858195876066 Movie Vector: [2.035995871434221, 0.10918844417038351] User Vector: [1.8721530756943654, -0.3625226801329616] Predicted: 3.772112645386411 Movie Vector: [2.147286206874448, -0.3467079793993528] User Vector: [1.744497166632571, 0.06970775050278943] Predicted: 3.721766470516379 Movie Vector: [1.9693347948958893, 0.17512735671129284] User Vector: [2.230683584744209, -0.23813992402733175] Predicted: 4.351257984417529 Movie Vector: [1.5387864283308454, -0.07221144455758349] User Vector: [1.7598362990717842, -1.0455625581711454] Predicted: 2.7835137957965053 Movie Vector: [1.8889405586232342, -0.2966857464238651] User Vector: [1.8004094893069522, -0.8126785085787807] Predicted: 3.6419766364023753 Movie Vector: [1.8942922059706093, -0.3912751601113248] User Vector: [1.720415446430052, -0.8680754350592913] Predicted: 3.5986259260454263 Movie Vector: [2.0159234335352187, 0.09816037505931666] User Vector: [1.9378606304794512, 0.6736460551478546] Predicted: 3.9727040053394016 Movie Vector: [1.7587580259065851, -0.6883588082229106] User Vector: [2.008716323647534, -0.493860317595439] Predicted: 3.872799055633254 Movie Vector: [2.082708598138643, -0.5033763653392073] User Vector: [1.5683401215504316, -0.2223134818077753] Predicted: 3.37830280839719 Movie Vector: [1.6042176704165552, -0.30277849755984476] User Vector: [1.5321956851590848, -0.8829352115776954] Predicted: 2.725309189472383 Movie Vector: [1.5870239866396672, -0.12954147602482136] User Vector: [2.112208453039068, -0.415590192783105] Predicted: 3.405961646750629 Movie Vector: [1.8409337514937438, -0.3700882373474137] User Vector: [1.9285583932719563, -0.2630697748373299] Predicted: 3.6477072671698183 Movie Vector: [1.9658476491647277, -0.6728706945292441] User Vector: [1.6174219734107866, -0.23043169741457972] Predicted: 3.3346559204178705 Movie Vector: [1.8325679435985693, -0.32134580798711165] User Vector: [2.0364259040476007, -0.48772026739972196] Predicted: 3.888615694670623 Movie Vector: [1.863418148182817, -0.6425546385656051] User Vector: [1.9565513326969532, -0.19880450889620466] Predicted: 3.7736160205577924 Movie Vector: [1.5628565415235305, -0.4105994903513166] User Vector: [1.8291648704526768, -0.3037559970519072] Predicted: 2.9834443408926763 Movie Vector: [1.8220628120742237, -0.2922712651986107] User Vector: [1.712664100225996, -0.023505239563744174] Predicted: 3.12745147270244 Movie Vector: [0.8833459659346399, -1.7471063491823347] User Vector: [2.082702907106186, -0.8517683991334111] Predicted: 3.327877189391452 Movie Vector: [2.0190729409216575, -0.17255014664432713] User Vector: [1.3833817393601873, -0.35967813657431114] Predicted: 2.855211152117947 Movie Vector: [1.5331130399367288, -0.30459570296759875] User Vector: [2.1497129676926967, 0.002325341796047207] Predicted: 3.29504469377175 Movie Vector: [1.9280467273122481, -0.48090791057655535] User Vector: [1.96183152134864, -0.6383766933047237] Predicted: 4.0895032460122 Movie Vector: [1.8783223433621443, -0.4930341663618556] User Vector: [1.7553442040704499, -0.33724851551585233] Predicted: 3.4633772795008975 Movie Vector: [0.7800311810978516, 0.6255616806839717] User Vector: [1.7664873575983153, 0.17133521358046727] Predicted: 1.4850959641095813 Movie Vector: [1.380660227196523, 1.2641292683683614] User Vector: [1.8008336781826386, -0.06955628181378155] Predicted: 2.3984113036231127 Movie Vector: [1.6195590646143647, -0.19601851191462974] User Vector: [1.9860202397852165, 0.05616941420238968] Predicted: 3.2054668368646726 Movie Vector: [2.1654217684406527, -0.37586860564470204] User Vector: [2.039950190240388, -0.6312280248949331] Predicted: 4.654611346042305 Movie Vector: [1.5118000737091517, -1.2817308103087364] User Vector: [1.9624293389657046, -0.7882102778869388] Predicted: 3.977074217467054 Movie Vector: [1.6346764667827687, -0.5659341064185793] User Vector: [1.5839505377931424, -0.5960685473658729] Predicted: 2.926582189396086 Movie Vector: [2.0869750292552323, -0.1035978043468253] User Vector: [2.0013159330746078, -0.17576785540050266] Predicted: 4.194905541871584 Movie Vector: [1.8652785565443175, -0.02390845757953034] User Vector: [1.6712568691263305, -0.45704064538159006] Predicted: 3.1282867373409644 Movie Vector: [2.091254242225136, -0.0538716697765175] User Vector: [1.6881816795568687, -0.21344346841142695] Predicted: 3.541915655066272 Movie Vector: [1.7921516388075627, -0.28088764912723635] User Vector: [1.9993218925725529, -0.6924026676993454] Predicted: 3.7775753638572347 Movie Vector: [1.6691374509810686, -0.17494012558665956] User Vector: [1.7152087960393392, 0.23931519570054705] Predicted: 2.8210534073307607 Movie Vector: [1.8297769432855089, -0.4881365135552275] User Vector: [2.1926475275588277, -0.0446212242899857] Predicted: 4.0338371395346 Movie Vector: [1.7810873163013985, -0.48497334108350826] User Vector: [1.7862171736070405, -0.0829391191486211] Predicted: 3.221632013791263 Movie Vector: [2.076058455166472, 0.03961676676304022] User Vector: [1.721400327772886, -0.3371307862025101] Predicted: 3.5603716734736106 Movie Vector: [1.6535591388593824, -0.5651813684421093] User Vector: [2.14215734088768, -0.4282306842141289] Predicted: 3.7842118520125787 Movie Vector: [2.232910893461326, -0.02516036574191618] User Vector: [2.1853336975534567, 0.43100756270923923] Predicted: 4.868811111199936 Movie Vector: [2.0708012722650553, 0.2545973639963677] User Vector: [1.763159311555365, -0.19460764937572814] Predicted: 3.6016059510302387 Movie Vector: [1.8235589446527578, -0.5672382226606977] User Vector: [1.8983977837688208, -0.19814059381876784] Predicted: 3.5742331773752984 Movie Vector: [1.1824672212612124, -0.6643842867886407] User Vector: [2.1298188205866664, -1.208716796232843] Predicted: 3.3214933891635563 Movie Vector: [1.521028011618174, 0.3415562296506661] User Vector: [2.251783067356741, -0.34616495943271597] Predicted: 3.3067903231560827 Movie Vector: [1.9060089341958804, -0.30655096046749764] User Vector: [2.2242368355145543, 0.38375469339707835] Predicted: 4.121774910413529 Movie Vector: [1.6504417002561809, -0.7404600965283965] User Vector: [1.2859226508876709, -1.4671929651971636] Predicted: 3.2087382109646585 Movie Vector: [1.9993018325168705, -0.4271927217569244] User Vector: [2.1537363269028456, -1.2177381318958864] Predicted: 4.8261778520868095 Movie Vector: [2.322646456368482, -0.1993767963130891] User Vector: [2.0819918697594084, 0.015721619183966792] Predicted: 4.832596512418926 Movie Vector: [1.7768616480250565, -0.31105324611902735] User Vector: [1.8312579161795013, -0.25902460697653207] Predicted: 3.334462403726395 Movie Vector: [2.268721325380476, -0.12595935314090506] User Vector: [1.5009661523652507, -0.31904680322493084] Predicted: 3.4454608475012107 Movie Vector: [1.8859707930499467, 0.11267823584679358] User Vector: [2.084385174622454, -0.2454136183347802] Predicted: 3.9034367872375197 Movie Vector: [1.6873712487809325, -0.3661916766917816] User Vector: [2.0568633438749764, -0.49507598148290666] Predicted: 3.6519847728750983 Movie Vector: [1.632765814019596, 0.19712285247792033] User Vector: [1.9249645625058533, -0.36088684478017874] Predicted: 3.07187728659392 Movie Vector: [1.9450033110585208, 0.08345139056291599] User Vector: [1.9931894596530073, -0.8827897439392828] Predicted: 3.803090066885629 Movie Vector: [0.9504747001716009, -1.351132101648923] User Vector: [1.7335586928992723, -0.11130821924999053] Predicted: 1.798095787069347 Movie Vector: [1.825691406825714, -0.8757197575497577] User Vector: [2.030524598482497, -1.0151380937544694] Predicted: 4.596087796139916 Movie Vector: [1.650699416636599, -0.24861285408878656] User Vector: [1.960337709533774, 0.017884901373529404] Predicted: 3.2314818971625576 Movie Vector: [1.659994307318926, -0.2947914512633439] User Vector: [1.8846158700622404, -0.0458758363550943] Predicted: 3.141975420163262 Movie Vector: [1.8896570224712002, -0.6821868610952566] User Vector: [2.0375462742998423, -0.401849086685089] Predicted: 4.124399792920424 Movie Vector: [1.1863855115500652, -0.7103905420167275] User Vector: [2.1752171762854235, -0.20692639326505913] Predicted: 2.7276446950890025 Movie Vector: [0.8795069113348997, 0.5107274463546028] User Vector: [2.0671786498678397, -0.4639510904925026] Predicted: 1.5811453538420426 Movie Vector: [1.5741409408857632, -0.9803274205794227] User Vector: [1.6354224632688592, -0.2619886819787174] Predicted: 2.831220143900953 Movie Vector: [1.7806066637967632, -0.32818701516271526] User Vector: [1.8949986431134738, -0.08264246606746985] Predicted: 3.401369396078045 Movie Vector: [0.5682545467164568, -0.8537091015799289] User Vector: [1.7033147622709743, 0.07635719860956952] Predicted: 0.902729522725606 Movie Vector: [1.7089962928012596, -0.1579704821270575] User Vector: [1.8279485447719144, -0.17742385118292928] Predicted: 3.1519850177588657 Movie Vector: [1.7202480408149403, -0.7314144761016851] User Vector: [1.9450230020505448, -0.19775136796355056] Predicted: 3.4905602218148952 Movie Vector: [1.5422695848391255, -0.7345144745009474] User Vector: [1.7184491596352112, -0.29949516438610047] Predicted: 2.8702954052823726 Movie Vector: [1.988202511647224, 0.45171761132058486] User Vector: [1.9175156771854531, -0.4155167135351278] Predicted: 3.624713268201178 Movie Vector: [2.122430924593727, -0.0016737121795822128] User Vector: [1.8290156980947951, -0.6800823792694205] Predicted: 3.8830977413650793 Movie Vector: [1.8502194113900472, -1.1199086641504712] User Vector: [2.038952264872218, -0.2991957449483173] Predicted: 4.107580966408854 Movie Vector: [1.5133367414995238, -0.45696272442842073] User Vector: [1.9402611154338492, -0.5969973800674757] Predicted: 3.2090739833611557 Movie Vector: [1.3976956673778027, -0.6762086357009248] User Vector: [2.3708642829465068, -0.7540036841443932] Predicted: 3.8236105387838646 Movie Vector: [1.6311598190743046, 0.006690988969027553] User Vector: [1.799449359000773, -0.2730495524764917] Predicted: 2.933362519317456 Movie Vector: [1.7603961097505394, -0.327305616100484] User Vector: [2.151980850399653, -0.958817796464135] Predicted: 4.102165166901009 Movie Vector: [1.3938179681740117, 0.24574714869828337] User Vector: [1.9817530214750356, -0.20504749565021335] Predicted: 2.711813132411279 Movie Vector: [2.1767131523757848, -0.02185745727292429] User Vector: [1.9398294894681498, -0.6050686998773038] Predicted: 4.235677626346477 Movie Vector: [2.0550980527931357, -0.32968112171430597] User Vector: [1.9064995026739635, -0.19584922248768843] Predicted: 3.9826112069529596 Movie Vector: [2.1421373918649262, -0.12746701288736506] User Vector: [1.7839716796881473, -0.04562833441594889] Predicted: 3.827328548579086 Movie Vector: [2.0213861487793587, -0.3806140735212716] User Vector: [1.7123632250330174, 0.10426099500615446] Predicted: 3.42166410274222 Movie Vector: [2.1372047455536722, 0.08735283178079256] User Vector: [2.057684123248784, -0.09470223871465007] Predicted: 4.389419764330044 Movie Vector: [2.249221600732858, -0.1757941319760765] User Vector: [1.9683097576677753, -0.20765242278574694] Predicted: 4.463668901295967 Movie Vector: [1.9231110580754904, 0.21209476231775715] User Vector: [1.7860238668920123, -0.7630353895545459] Predicted: 3.2728864388191683 Movie Vector: [2.2202919847302054, -0.25914805609119945] User Vector: [1.9620572410234318, -0.20476185683818496] Predicted:
avg loss: 0.9452060838585035: 23%|██████████▎ | 15981/70000 [00:22<01:15, 719.82it/s]
4.409403602987426 Movie Vector: [1.9487919122072817, -0.35536628760547967] User Vector: [1.847125698995692, -0.28705982734865926] Predicted: 3.701675008198589 Movie Vector: [1.653838228190493, -0.2756950563185394] User Vector: [1.8434774788336887, -0.1439769677547797] Predicted: 3.0885072655371113 Movie Vector: [1.9622730069915024, -0.25477902747337494] User Vector: [1.7412210476619194, -0.06488492669927952] Predicted: 3.433282379554573 Movie Vector: [1.9206851901962385, -0.0023934355873735597] User Vector: [1.9348339345336498, -0.35653784400906374] Predicted: 3.7170602339119965 Movie Vector: [1.7675910428707962, -0.7774062191911617] User Vector: [1.4418269576255172, 0.08401527507257506] Predicted: 2.483246418320039 Movie Vector: [1.943924602293013, 0.4275259420070273] User Vector: [1.9385824987824927, -0.35896013589802694] Predicted: 3.614993442715178 Movie Vector: [2.197726456838214, -0.12888880476632275] User Vector: [1.9680465105566858, -0.20210177623816858] Predicted: 4.351276540919044 Movie Vector: [1.3506087086015703, -0.7146544754789933] User Vector: [1.8801004124642848, -0.5322976566557773] Predicted: 2.9196888927356994 Movie Vector: [1.30422725743658, -0.13808642365354049] User Vector: [1.0192991629181933, -0.2791676176159448] Predicted: 1.3679470096766622 Movie Vector: [1.3442867653803232, -0.37581154337242795] User Vector: [2.0448623348258126, 0.04173329034750552] Predicted: 2.733197521475541 Movie Vector: [1.9821753280786252, -0.4022278430215164] User Vector: [2.121202444801471, 0.047905448024820205] Predicted: 4.185326246917534 Movie Vector: [1.6550214392804061, -0.07435069231672005] User Vector: [1.8135675643611193, 0.7186507825627577] Predicted: 2.9480610173837065 Movie Vector: [1.727845247337438, -0.9102549509266863] User Vector: [1.4620643993249585, -0.18210613545711118] Predicted: 2.691984035068857 Movie Vector: [1.445730326096144, -0.46012100033577125] User Vector: [1.7978868152792948, 0.19651663965093957] Predicted: 2.508838058918878 Movie Vector: [1.9337332073994997, -0.5266943712715726] User Vector: [1.6128589554574602, -0.8762923180670056] Predicted: 3.5803771525341714 Movie Vector: [2.0252691901870348, -0.4952342827646217] User Vector: [1.8719970880774397, -0.3682419186243795] Predicted: 3.973664049056896 Movie Vector: [1.3896241409888381, -1.6780734951906697] User Vector: [1.6650883394989484, -1.0718372331770596] Predicted: 4.112468605599682 Movie Vector: [1.876265124624533, -0.3464003310874726] User Vector: [1.8263797708585323, 0.028402031489271607] Predicted: 3.4169341952701697 Movie Vector: [1.9101603273684544, 0.21762764798252457] User Vector: [2.1074315210599255, 0.6684155553110595] Predicted: 4.1709977893517065 Movie Vector: [1.4131199782036492, -0.3744067366001656] User Vector: [1.9940468097917967, 0.012807953057289073] Predicted: 2.8130320004833322 Movie Vector: [0.5840541240051497, 0.36160954674102097] User Vector: [1.772968603771363, -0.2979384704709171] Predicted: 0.9277722295006153 Movie Vector: [2.2499790520046687, 0.6261822837220279] User Vector: [1.7634598378227533, -0.06791516643477288] Predicted: 3.9252204201352576 Movie Vector: [2.0499798158715623, -0.2697910118333005] User Vector: [1.5110495048033081, -1.3101039906207181] Predicted: 3.4510752668659097 Movie Vector: [2.3107163619172884, -0.2821294138673824] User Vector: [1.9224628638529577, -0.05259692580481662] Predicted: 4.457105534531937 Movie Vector: [2.071239603344021, -0.43263993167913267] User Vector: [1.999580604427044, 0.5590179053971399] Predicted: 3.899757069569438 Movie Vector: [1.8277538937552165, -0.8194972918470583] User Vector: [1.7955837518344502, 0.20512003148595243] Predicted: 3.1137898836726956 Movie Vector: [2.3374512006548773, -0.309980704332633] User Vector: [2.0242843767181995, 0.016135354956086315] Predicted: 4.7266642981329205 Movie Vector: [1.37459830147999, -1.3604861886934023] User Vector: [2.125065523216818, -0.2032210485687597] Predicted: 3.197590888577113 Movie Vector: [1.9922062199468291, -0.9877593759109052] User Vector: [2.0558868746980883, -0.17281083286264515] Predicted: 4.266446139699629 Movie Vector: [1.902539800133146, 0.03124211321728026] User Vector: [1.6976189032826547, -0.3512508264910838] Predicted: 3.2188137108647346 Movie Vector: [1.2251687754248115, -1.0845884860665285] User Vector: [2.0059307262392196, -0.20432355013711692] Predicted: 2.6792106613644617 Movie Vector: [2.0292114023749774, -0.28239001418726445] User Vector: [1.636002528508311, -0.3522626454063063] Predicted: 3.4192704385972887 Movie Vector: [2.2316514697747425, -0.13237261743873557] User Vector: [2.0294630841699997, -0.19663562829075915] Predicted: 4.555083447440119 Movie Vector: [1.8501829100854703, -0.24785381269087012] User Vector: [1.9980520494937866, 0.17763153112936567] Predicted: 3.652735103190122 Movie Vector: [1.7918288882118745, 0.2729280806932366] User Vector: [1.771874388791594, 0.7205238196092292] Predicted: 3.371546899299243 Movie Vector: [2.183314128337763, -0.3754267919662839] User Vector: [2.0187394998351493, -0.4438104027469604] Predicted: 4.574160787168146 Movie Vector: [1.8954394525945355, -0.17953556519237182] User Vector: [1.9003282163541257, 0.0015912021505269745] Predicted: 3.601671396778784 Movie Vector: [1.1445698459986353, -0.43779799898904886] User Vector: [2.0602870227535957, -0.2035324437968216] Predicted: 2.4472484969696695 Movie Vector: [1.9522079129473653, 0.03399240428689421] User Vector: [2.072467272402781, -0.49846233096272835] Predicted: 4.028943075433278 Movie Vector: [2.0157135342541075, -0.41815353418934353] User Vector: [1.7574160330941015, -0.6394273079520921] Predicted: 3.80982607190029 Movie Vector: [1.4005648106751343, -0.5537977491691163] User Vector: [1.641184437913583, -0.18404290451474276] Predicted: 2.400507717840225 Movie Vector: [1.5026713684033957, 0.3443781829488689] User Vector: [2.0965805723724262, -0.42564441209386567] Predicted: 3.0038889484356233 Movie Vector: [1.448425135756363, -0.4494532571559312] User Vector: [1.4696905638937359, -1.0386096147622346] Predicted: 2.595543228795983 Movie Vector: [1.693812500779751, 0.47396068300923416] User Vector: [2.1586543034252337, -0.3608219845069771] Predicted: 3.4853402097819925 Movie Vector: [1.2422673898066274, -1.0863301462082364] User Vector: [1.7258879481547778, -0.6139282573814232] Predicted: 2.810943090055481 Movie Vector: [1.671472772511832, -0.17549542471910326] User Vector: [1.8579241025069204, -0.6642761491020117] Predicted: 3.222046975651227 Movie Vector: [2.11581340500669, -0.17527338378564578] User Vector: [0.9810393227154006, -0.3977480151029611] Predicted: 2.145410790341049 Movie Vector: [1.711279205827244, -0.48572503881771334] User Vector: [2.164260111755793, -0.5342643667171049] Predicted: 3.9631589055116225 Movie Vector: [1.9403793749288696, -0.7831614518295432] User Vector: [1.790953928851087, -0.8826454976485308] Predicted: 4.166383994379708 Movie Vector: [1.3748969688162098, -0.661132400012479] User Vector: [1.8920060152476166, -0.6801320523399514] Predicted: 3.0509706714349085 Movie Vector: [1.609652891238202, 1.0463645970145299] User Vector: [1.8465855082866613, -0.3788374876336797] Predicted: 2.575959567250377 Movie Vector: [1.6383377725097283, 0.4687022942909901] User Vector: [2.3031360455707164, -0.7212365946675879] Predicted: 3.4352695320398725 Movie Vector: [1.9611949814034115, -0.3632700591922459] User Vector: [1.678495960363981, 0.12021153202351414] Predicted: 3.248188603417967 Movie Vector: [2.33844946299695, -0.2828881675927475] User Vector: [1.7434270189369714, 0.09841188144418174] Predicted: 4.049076419396434 Movie Vector: [1.8247901154264479, 0.3191218020499186] User Vector: [1.9622928650128173, -0.6865990312907421] Predicted: 3.361663903496004 Movie Vector: [1.2684615584192205, -0.6337523549505331] User Vector: [2.107700282842591, -0.4164533689910121] Predicted: 2.9374650887802822 Movie Vector: [2.076681568789001, -0.7508269366233978] User Vector: [1.9777262051465285, -0.31998807991423256] Predicted: 4.347363228136817 Movie Vector: [1.9751270821686846, -0.6278210408379626] User Vector: [1.6580680160534746, -0.21266772660860822] Predicted: 3.4084123160569786 Movie Vector: [1.7592482724970298, -0.20687839189036517] User Vector: [1.640799106230818, -1.0355832998494707] Predicted: 3.1008128008926135 Movie Vector: [1.3384829982856605, -0.26936198357057295] User Vector: [1.9954421196336836, -0.7779997578796837] Predicted: 2.8804289091926836 Movie Vector: [1.7922931304274954, -0.46797794347823646] User Vector: [1.6923248750231406, -1.2306394358043111] Predicted: 3.6090543602864633 Movie Vector: [0.7538389345009204, -1.6627460119060935] User Vector: [1.9178525160794033, 0.6378555965370591] Predicted: 0.38516004793722947 Movie Vector: [1.5174261931401836, -0.6804998304476509] User Vector: [1.7919361750725655, -0.4927434339806547] Predicted: 3.0544427117685733 Movie Vector: [1.4611639780241577, -0.01060909773392537] User Vector: [1.7137654193625518, -0.10775792123854805] Predicted: 2.5052355118740497 Movie Vector: [2.023432850735971, -0.4460051496891607] User Vector: [1.777367568025765, -0.9261051799297767] Predicted: 4.009431604378521 Movie Vector: [1.6583617489275855, -0.9322915837301169] User Vector: [2.016374102059533, -0.21356861530493448] Predicted: 3.5429859049814225 Movie Vector: [1.7625692776728887, 0.14552356490857346] User Vector: [1.824895411208439, -0.5168853835292144] Predicted: 3.1412855831019213 Movie Vector: [2.0107358198240073, -0.13375639911020726] User Vector: [1.6822657114061015, 0.2611330883169346] Predicted: 3.3476637028041636 Movie Vector: [1.4767873066235329, -0.27092030067425427] User Vector: [1.8198807722567698, -0.8194606953807639] Predicted: 2.9095853620203203 Movie Vector: [1.5613140799415717, -0.4699861696742748] User Vector: [1.653180596907581, -1.2041018130833991] Predicted: 3.1470453416669346 Movie Vector: [2.086744312623833, -0.12230002940197005] User Vector: [1.4325012313974672, -0.5121873481059381] Predicted: 3.051904325177975 Movie Vector: [2.1535970937119946, -0.11567647321587854] User Vector: [1.9492742020460232, -0.35655583855097606] Predicted: 4.239196378282189 Movie Vector: [1.9785683053946788, 0.5159846166664755] User Vector: [1.7896090591526792, -0.2876357480335889] Predicted: 3.3924481422979955 Movie Vector: [1.8647306669007557, 0.3313722332739354] User Vector: [2.0418497724889115, -0.4886713575859152] Predicted: 3.6455677688641535 Movie Vector: [1.9689168668217827, -0.01934941691011621] User Vector: [1.719883204379691, 0.05146583626334035] Predicted: 3.385311216144182 Movie Vector: [1.6495027019352162, -0.2753564484803515] User Vector: [1.5522753791973902, -0.8565838510126773] Predicted: 2.796348319174081 Movie Vector: [2.0087639961005648, 0.3193219517874464] User Vector: [2.1137564224570955, 0.6426097026676736] Predicted: 4.451237182451541 Movie Vector: [1.8564505615032738, 0.13817159830672343] User Vector: [2.1818181475269864, -0.35434030405738065] Predicted: 4.0014777589184085 Movie Vector: [1.277460040596141, -0.7182947016754866] User Vector: [1.7176750859509218, 0.11295442428765626] Predicted: 2.1131267205332156 Movie Vector: [1.7209397705216025, -0.23870440021691905] User Vector: [2.1003377109082235, -0.4446957073335827] Predicted: 3.7207055203263675 Movie Vector: [1.4395094831442374, -0.7044489039691819] User Vector: [1.4296231846187366, -0.5120186713765805] Predicted: 2.4186471234445253 Movie Vector: [1.8475600711617184, 0.04261785556094001] User Vector: [1.7000099114281737, 0.11024026967223124] Predicted: 3.145568636823753 Movie Vector: [1.7734362313731393, -0.40600079581640236] User Vector: [1.4660981073063823, 0.07334055323296945] Predicted: 2.5702551792665225 Movie Vector: [1.7063920473351768, -0.3707698809467569] User Vector: [1.7692896007877867, -0.33468432654271496] Predicted: 3.143192572124097 Movie Vector: [2.2264640444575003, 0.05057546327876665] User Vector: [1.9240379955111802, -0.37964727043527624] Predicted: 4.26460058059094 Movie Vector: [1.9945739394915631, -0.5597501235910469] User Vector: [1.979298589809607, 0.11683918201786804] Predicted: 3.8824566391318647 Movie Vector: [2.107465316976309, -0.6193798202091785] User Vector: [1.9179288429293102, -0.08298533427521437] Predicted: 4.0933679583254055 Movie Vector: [2.022775850695003, 0.6565722295636411] User Vector: [1.8705729135086842, -0.18948535950434875] Predicted: 3.659338891450121 Movie Vector: [1.7134387833932663, -0.6652863974275848] User Vector: [1.9579615020264922, -0.5430495268371628] Predicted: 3.7161306372973755 Movie Vector: [2.2506688720268273, -0.21409183752650904] User Vector: [1.522135738025934, -0.5772650798229741] Predicted: 3.5494112662537387 Movie Vector: [1.8769148956193862, -0.3620342388062945] User Vector: [1.8390102958506729, -0.2966249739296183] Predicted: 3.5590542141270882 Movie Vector: [2.1889203990289587, -0.1024500106174401] User Vector: [1.7757279639907755, -0.0800830059270139] Predicted: 3.8951316683130677 Movie Vector: [1.3425702929891943, -0.5487145558520897] User Vector: [1.7779793167962101, 0.9825523942578087] Predicted: 1.8479214116632345 Movie Vector: [2.0046852828955517, 0.053594975836924554] User Vector: [1.8489442915719259, -0.5439360843200451] Predicted: 3.677399168912017 Movie Vector: [2.0847686007315755, -0.12159361839684342] User Vector: [2.294521766458652, 0.06501365372736467] Predicted: 4.775641687006238 Movie Vector: [1.5842297387186175, -0.024262543560973265] User Vector: [1.9907685690784631, -0.5646746262217005] Predicted: 3.16753521275689 Movie Vector: [1.155678635282566, 0.42082891354153723] User Vector: [1.5991194147230234, 0.23300004326254664] Predicted: 1.9461212979222682 Movie Vector: [2.363816711095081, -0.17037177756029825] User Vector: [1.9055160222757126, -0.24423379866253658] Predicted: 4.5459011631331965 Movie Vector: [1.0139489424386585, -1.1072676653701716] User Vector: [1.9675454855736974, -0.378658971759856] Predicted: 2.4142674999294127 Movie Vector: [1.8297046553676846, 0.3397549305895278] User Vector: [1.684310364496835, -0.29243458987905774] Predicted: 2.9824344212175644 Movie Vector: [1.9189768047424771, -0.7605667092657902] User Vector: [2.045070853952135, -0.32193838796953594] Predicted: 4.169299153113361 Movie Vector: [2.352153760140635, -0.30986351179842475] User Vector: [2.0097732090254135, -0.7257669281072429] Predicted: 4.952184299729502 Movie Vector: [1.7204964516329655, -0.6488246637543242] User Vector: [1.907235191531975, -0.8232730478614741] Predicted: 3.815551237917001 Movie Vector: [1.359870407548887, 0.19945426061526195] User Vector: [1.6606962979162785, 0.2504868797835146] Predicted: 2.308292426863382 Movie Vector: [1.7180862565597395, -0.4924490159066488] User Vector: [1.8968742483641157, -0.25670021953351285] Predicted: 3.385405347028772 Movie Vector: [1.854174791949157, -1.1743222122155725] User Vector: [1.9220761287738182, -0.07590012942146691] Predicted: 3.6529963140693003 Movie Vector: [1.8192655030482616, -0.7743597526660057] User Vector: [2.048603950196047, -0.4683982739430065] Predicted: 4.089663267559758 Movie Vector: [1.3383622382301505, -0.898370216265414] User Vector: [1.5551267741015753, 0.24689786883133372] Predicted: 1.8595172583007429 Movie Vector: [2.1453708751436693, -0.22463535703171153] User Vector: [1.8975635448020671, -0.729107858354547] Predicted: 4.234760966828834 Movie Vector: [1.9957127931205383, 0.08459268960700321] User Vector: [1.9447443572148049, -0.6147024296367228] Predicted: 3.829151861211634 Movie Vector: [2.0928810671371534, -0.3662958610801919] User Vector: [2.1731802612236515, -0.16619260798017568] Predicted: 4.609083488636414 Movie Vector: [1.0734387731265238, -0.6856723207040128] User Vector: [1.8239141450134129, -0.9620685316620639] Predicted: 2.61752392489234 Movie Vector: [1.9987704014374683, -0.40021968677044023] User Vector: [1.864809233381594, -0.09739757936203611] Predicted: 3.766305928714899 Movie Vector: [1.6154013168039798, -0.3092231281543146] User Vector: [2.188542027359985, -0.820794620599767] Predicted: 3.789182353032265 Movie Vector: [1.8561131911141815, -0.06931680712593825] User Vector: [2.491181117322108, -0.08392824564742792] Predicted: 4.629731771332092 Movie Vector: [1.6253426470839345, -0.3577168435047579] User Vector: [1.7900572994541952, 0.20759788847458438] Predicted: 2.83519520814342 Movie Vector: [1.2526975422982656, -0.1416290715114225] User Vector: [1.9307778677894365, 0.3029058764834158] Predicted: 2.3757804116620127 Movie Vector: [1.3664105519812788, -0.9464562275522519] User Vector: [1.8392196195990569, 0.08947313675132632] Predicted: 2.4284466881542177 Movie Vector: [2.076610134377682, -0.10268749562746192] User Vector: [2.210077119837757, -0.11334039976997615] Predicted: 4.601107186617119 Movie Vector: [1.7709067218924992, -0.5004445528615559] User Vector: [1.9708859551759679, -0.5480677760783221] Predicted: 3.7645327192419837 Movie Vector: [1.8133459444413231, -0.45950404066294737] User Vector: [1.9515647113550194, -0.34479457863009233] Predicted: 3.6972964567296316 Movie Vector: [1.9709759531918591, 0.4299558055285479] User Vector: [1.8963255402218346, 0.868263942536838] Predicted: 4.110927162025616 Movie Vector: [2.1655665560160213, 0.0116713725293515] User Vector: [1.9349096280309572, -0.537901144076132] Predicted: 4.1838975347407645 Movie Vector: [1.9495877217164717, 0.9272858151670912] User Vector: [2.116601974209597, -0.35487025536980693] Predicted: 3.7974350666507295 Movie Vector: [1.213083867444555, -0.9164072267199066] User Vector: [1.591006802537539, -0.5337256503697427] Predicted: 2.419134728237448 Movie Vector: [2.010350364298123, -0.4008244994941979] User Vector: [2.3330047567987533, -0.20243596425673263] Predicted: 4.771298256792457 Movie Vector: [1.3430115392320603, -0.5654863909472337] User Vector: [1.97797083210215, -0.8951786051580095] Predicted: 3.162648970461609 Movie Vector: [2.3248730732376863, -0.2044996863553767] User Vector: [1.7520425889445492, 0.051149791766996196] Predicted: 4.062816521829333 Movie Vector: [2.2154705388509632, 0.1393171110552061] User Vector: [2.199639377575348, -0.7712070429596376] Predicted: 4.765793899864089 Movie Vector: [2.3219486272442142, -0.20458506373406818] User Vector: [2.1784314061885337, -0.0033803777001043785] Predicted: 5.058897387932371 Movie Vector: [2.20243607648041, -0.15334460888413642] User Vector: [2.122725444108263, 0.29867198099764075] Predicted: 4.629367360456206 Movie Vector: [2.268893504231009, -0.2210034706360078] User Vector: [1.808179204751799, -0.2917892354486761] Predicted: 4.167052485875333 Movie Vector: [1.845586581003804, -0.6911698354804459] User Vector: [1.7821275137156096, -0.3442787714194669] Predicted: 3.5270257267526044 Movie Vector: [1.7649048443367408, -0.44806149277788704] User Vector: [1.8343799422019131, -0.04193087989429382] Predicted: 3.2562936589852347 Movie Vector: [2.4159610813582764, -0.1835688911981928] User Vector: [1.7910503607622479, 0.1123403089513238] Predicted: 4.306485780403235 Movie Vector: [2.2291596342232283, 0.13451763034465702] User Vector: [2.158597143636345, -0.6625902421546024] Predicted: 4.72272754987957 Movie Vector: [1.890412643999381, -0.5889832816512628] User Vector: [1.9126486368579834, -0.3659594017825143] Predicted: 3.83123913605751 Movie Vector: [1.2159579661846915, -0.6233783477692507] User Vector: [2.130146822391259, -0.3411868204235379] Predicted: 2.802857474225928 Movie Vector: [2.0098563506913942, 0.056676123658981115] User Vector: [1.5543242677570175, -0.10260293792104346] Predicted: 3.1181533637878047 Movie Vector: [1.5541142890199704, -0.46950953518581723] User Vector: [1.8528050552104853, -0.5488332383757678] Predicted: 3.137153249715384 Movie Vector: [1.7776801955195316, 0.44472740128954985] User Vector: [1.4157417252042348, -0.40407185582969546] Predicted: 2.3370342004888367
avg loss: 0.9457771021901767: 23%|██████████▎ | 16077/70000 [00:22<01:08, 785.62it/s]
Movie Vector: [1.9544070843489683, -0.5179276766917301] User Vector: [1.3517496727104468, -2.119576858811102] Predicted: 3.7396566546652856 Movie Vector: [1.4899881797561334, 0.3349521281606315] User Vector: [2.1270957578922634, -0.34987907869795093] Predicted: 3.0521547944601264 Movie Vector: [1.6035481956540614, -0.38501435490231756] User Vector: [1.6894577420545192, 0.10856248450359482] Predicted: 2.6673287989675645 Movie Vector: [1.2508365279584972, -0.724005324378317] User Vector: [1.9924468464499758, -0.2001172805518416] Predicted: 2.6371112721749874 Movie Vector: [1.6727855669261227, -0.3554601464714891] User Vector: [1.815985193351471, 0.25780787819874545] Predicted: 2.946113395043855 Movie Vector: [1.0658633810755824, -0.5393354053192957] User Vector: [2.1747975000776134, -0.0030601970963721574] Predicted: 2.319687489228778 Movie Vector: [1.7121717561118182, -0.6769051700333962] User Vector: [1.590019716356246, 0.10549633186279446] Predicted: 2.6509758375486046 Movie Vector: [2.223341672275032, -0.15040314712927497] User Vector: [1.4946081653603287, -0.1042868777721193] Predicted: 3.3387096923893638 Movie Vector: [1.9054195973171162, 0.4696562831700874] User Vector: [2.0250430528861147, -0.13042125694695936] Predicted: 3.7973035555960046 Movie Vector: [1.7945921420218964, -0.5642148839677312] User Vector: [1.9982647615964964, -0.04865567712490741] Predicted: 3.6135224960637315 Movie Vector: [2.0229059180849807, -0.003272279198804405] User Vector: [1.9848428457373442, 0.29679332946428505] Predicted: 4.0141791484723575 Movie Vector: [2.285542375535843, -0.16033919946180106] User Vector: [1.9364113110334629, -0.25090596595746717] Predicted: 4.465980169555706 Movie Vector: [2.032279628284057, -0.9911278098240884] User Vector: [1.9473048320522388, 0.07094546155452247] Predicted: 3.8871519203113793 Movie Vector: [2.319422787763651, -0.1919645889676399] User Vector: [2.0221919093075327, -0.1260925723093636] Predicted: 4.714523304494417 Movie Vector: [2.1694171221996683, -0.35240273290506047] User Vector: [2.046684600546479, -0.1983295169116702] Predicted: 4.510004479943333 Movie Vector: [1.5489098553907965, -0.07822602460678704] User Vector: [1.8699505395670668, -0.8092124540419589] Predicted: 2.959686293170772 Movie Vector: [1.6969366804355095, -0.3971263530278867] User Vector: [2.193979169768841, -0.9666264286919493] Predicted: 4.106916557658996 Movie Vector: [1.8147186830249546, 0.30080761724525473] User Vector: [2.0045082846112163, -0.20709864482543738] Predicted: 3.5753217844776164 Movie Vector: [2.0722535178757906, -0.3638555225910637] User Vector: [2.024052692065819, -0.7928935763330724] Predicted: 4.482849018075125 Movie Vector: [2.0881291987948005, -0.42578804797255554] User Vector: [1.7879474847846701, -0.5587941172863732] Predicted: 3.9713932053085044 Movie Vector: [2.2467470567818726, -0.006803854257210551] User Vector: [1.5343963103230243, -0.3209028447866036] Predicted: 3.4495837703418717 Movie Vector: [2.2608671287249917, -0.2197082395183342] User Vector: [1.4920623121843464, -0.2038776591156077] Predicted: 3.418148237188405 Movie Vector: [1.3595628735057783, 0.6788432879587114] User Vector: [2.02585620483961, -0.33813082435151937] Predicted: 2.5247410425982757 Movie Vector: [1.816262623499507, -0.2921916612517856] User Vector: [2.0563125029679297, -0.32401975573497027] Predicted: 3.8294794120819686 Movie Vector: [2.11591248572411, 0.08833278037949677] User Vector: [2.086237996056522, -0.15926563745974548] Predicted: 4.400228647472309 Movie Vector: [1.741684596132794, -0.44956312725460584] User Vector: [2.0040683774806394, -0.4544628137580381] Predicted: 3.6947647464288624 Movie Vector: [2.0541142183476064, 0.5055338511593915] User Vector: [1.777863980254512, -0.1453863114653829] Predicted: 3.578437978187907 Movie Vector: [1.6343467295943548, -0.47369111506950967] User Vector: [1.8640875731983038, -0.7087248621545775] Predicted: 3.3822820991656117 Movie Vector: [1.4343206119248282, -0.8666559250137281] User Vector: [2.1668553851022425, -0.34327470866652127] Predicted: 3.4054664020856595 Movie Vector: [1.8755801731687984, 0.24229007357811905] User Vector: [1.93440553478024, -0.28779412334321014] Predicted: 3.558403008581628 Movie Vector: [1.5031018733104804, -0.20596279940812692] User Vector: [2.118729692926514, -0.1398947938185813] Predicted: 3.2134796938338797 Movie Vector: [1.5093743740598418, -0.2385150928674328] User Vector: [1.7595576299069977, -0.5475834762519944] Predicted: 2.7864381199540094 Movie Vector: [1.631063127371774, -0.6272794531544462] User Vector: [1.1936520574182827, -0.9875686834442585] Predicted: 2.5664034014697874 Movie Vector: [2.1703459149969246, -0.22166652851200538] User Vector: [1.9243275123689074, -0.537958176640519] Predicted: 4.295703677086604 Movie Vector: [2.206739440339779, -0.16211524803272467] User Vector: [2.1770091593396175, 0.2470819891342086] Predicted: 4.764036215942769 Movie Vector: [1.9884452240663995, -0.28726386635572576] User Vector: [1.9314726290314128, -0.3193241070986862] Predicted: 3.932357802238244 Movie Vector: [1.4995819458578838, -0.7259638198406416] User Vector: [2.0047144851740604, -0.1164166583313326] Predicted: 3.0907479305421 Movie Vector: [1.579422009004335, -0.737220139610804] User Vector: [1.9996948134061703, -0.7788555879735605] Predicted: 3.732550024888045 Movie Vector: [1.547361846589284, -0.4675093437270571] User Vector: [1.674805326574764, -1.5102980527586292] Predicted: 3.2976083142837345 Movie Vector: [2.104092275343261, -0.20314489591319335] User Vector: [1.795451067134422, -0.3823121029426152] Predicted: 3.855459473472984 Movie Vector: [1.9501203142519565, -0.44652514656678155] User Vector: [1.8395879498632361, -0.1433285827493522] Predicted: 3.6514176473007702 Movie Vector: [2.0077882225703525, 0.1710222041887143] User Vector: [1.6875876551567175, -0.5168053970676673] Predicted: 3.2999334204356385 Movie Vector: [1.4760125596175064, -0.37400277154455863] User Vector: [1.7058035368343216, -0.05960939172203047] Predicted: 2.540081522321547 Movie Vector: [1.6537311309786016, -0.2806284394112578] User Vector: [1.6393031668919005, -0.43293473695042656] Predicted: 2.8324604797982675 Movie Vector: [1.2946424467309405, -1.3550833249094978] User Vector: [1.9511479663720288, -0.016763159279760933] Predicted: 2.5487544547307883 Movie Vector: [1.4567527004377938, -0.10148642114327094] User Vector: [1.8829826529901692, -0.5338227512876363] Predicted: 2.797215825173987 Movie Vector: [1.2964408193052013, 0.2726051571624328] User Vector: [1.713835029732269, 0.1151136245352875] Predicted: 2.2532662578080362 Movie Vector: [2.0419928714347093, -0.5957518486102745] User Vector: [1.5912245007928212, -0.5606070597448836] Predicted: 3.5832517796581795 Movie Vector: [1.4467946811072179, -0.4572336208733512] User Vector: [1.8543636729035282, -0.3713311214828802] Predicted: 2.852668572013849 Movie Vector: [1.7331963076067933, -0.9087665861030533] User Vector: [1.6824658446675997, 0.2442053020297576] Predicted: 2.6941179710185805 Movie Vector: [1.563355956706001, -0.17719746726770813] User Vector: [1.9199748830484777, -0.2701401980265095] Predicted: 3.04947232903724 Movie Vector: [1.6502898182264463, -0.12209773499754012] User Vector: [1.6674549574310575, -0.6354046476315195] Predicted: 2.8293654068824052 Movie Vector: [1.4685525423568995, -0.8720789707910113] User Vector: [1.9287214654100047, -0.23920669900557526] Predicted: 3.0410359434012846 Movie Vector: [1.6514346362091523, -0.4290971335842653] User Vector: [2.0386168584186897, 0.000999099800739308] Predicted: 3.366213779091852 Movie Vector: [1.8297330012223705, -0.07025839273774112] User Vector: [1.918142801280019, -0.022299413760192035] Predicted: 3.511255905528959 Movie Vector: [1.2859097321534547, -1.3184586632959459] User Vector: [1.8760081032814218, -0.07914228339909748] Predicted: 2.5167229067888863 Movie Vector: [1.7501863649532543, -0.16196846185827662] User Vector: [1.8372778532551868, 0.0390696701127301] Predicted: 3.2092505930243447 Movie Vector: [1.998225614970663, -0.1672915877200334] User Vector: [1.9833267017724285, -0.3958926111332983] Predicted: 4.029363721820067 Movie Vector: [1.8077415067722373, -0.3655605671582742] User Vector: [2.2232713582339647, 0.19303509306557323] Predicted: 3.948533896994925 Movie Vector: [1.910847020250934, 0.16176437209050903] User Vector: [1.9018629288734366, -0.18647117205147784] Predicted: 3.6040047185036315 Movie Vector: [1.9063874388179323, -0.1409977272079366] User Vector: [1.9689508019022557, -0.7645053355876259] Predicted: 3.8613765911531512 Movie Vector: [1.9966781158142621, -0.16698269081403874] User Vector: [2.0035219321023114, -0.8230493042996356] Predicted: 4.137823383887169 Movie Vector: [1.2722966940445317, -0.7186342436772918] User Vector: [2.0364380958464223, -0.31851688313001764] Predicted: 2.8198505963783327 Movie Vector: [2.0007560174924452, -0.5593851918215239] User Vector: [2.067380641948356, -0.44012436932761145] Predicted: 4.38252331458722 Movie Vector: [1.6543543270544436, 0.7920142559617703] User Vector: [1.9784900424754837, -0.02607697536524887] Predicted: 3.2524702265618055 Movie Vector: [1.7901779001464655, -0.405163305307575] User Vector: [1.831681073510044, -0.4350182491753688] Predicted: 3.455288409619241 Movie Vector: [1.806494782442327, -0.02204525172269751] User Vector: [2.306950448682806, 0.06428875387852337] Predicted: 4.166076687136284 Movie Vector: [1.9757591122100175, -0.4211645387824677] User Vector: [2.0082891901344966, -0.14547615064910718] Predicted: 4.029165063253088 Movie Vector: [1.9688104498162213, 0.17338083087053058] User Vector: [1.857592293926364, -0.44088262483745827] Predicted: 3.5808065239696125 Movie Vector: [1.8107819634448838, -0.36529658011297156] User Vector: [1.3262884893965141, -0.213838652132104] Predicted: 2.479733803243594 Movie Vector: [2.244288741018785, -0.21744294345807502] User Vector: [2.1167762252356717, 0.4010380086546287] Predicted: 4.663454164512235 Movie Vector: [1.8149189048286325, 0.26039049916480017] User Vector: [2.082827263748814, -0.32575259062781237] Predicted: 3.6953396967924115 Movie Vector: [1.8117365884819248, -0.3501804314955646] User Vector: [1.9472512089702039, -0.08662814204565841] Predicted: 3.5582417424181885 Movie Vector: [1.7798820454097597, 0.3670918807255689] User Vector: [1.9840806774121975, 0.29679456235778445] Predicted: 3.640380448455445 Movie Vector: [1.822324711996569, -0.8201174990259988] User Vector: [1.6365453818470146, -0.30130399310060585] Predicted: 3.2294217689118914 Movie Vector: [1.4586606002853095, -1.7453104441838663] User Vector: [1.6344406999681333, 0.2477803948138898] Predicted: 1.951640541613575 Movie Vector: [1.690814745607523, 0.905207013319932] User Vector: [1.9425642207928557, -0.7012219742720136] Predicted: 2.649765179801073 Movie Vector: [1.8899146171624868, 0.04322063871468832] User Vector: [1.6715858925344556, -0.5181684176710356] Predicted: 3.1367590421699476 Movie Vector: [2.1340680763378272, -0.44617118434496167] User Vector: [1.7149369087946666, -0.5171770191207083] Predicted: 3.8905415931292575 Movie Vector: [1.7282076691840405, -0.6693826150663336] User Vector: [2.1790229418522022, -0.21581111024250663] Predicted: 3.910264364771443 Movie Vector: [1.9893407179233182, -0.16396847862461983] User Vector: [1.680118210372326, -0.42778830317348066] Predicted: 3.412471364062887 Movie Vector: [2.0712924509496156, -0.438375653717258] User Vector: [1.8567334007840486, -0.5771883668156009] Predicted: 4.098863204090792 Movie Vector: [1.1670129113606773, -0.670751830156778] User Vector: [1.6792205098084707, -0.013986752172750583] Predicted: 1.969053655585966 Movie Vector: [2.15938381276187, 0.338588415754114] User Vector: [1.8808314944393643, -0.20081531729734037] Predicted: 3.993443343482214 Movie Vector: [1.9839841838454058, 0.3405409009388574] User Vector: [2.1610186841013337, -0.015195071186667342] Predicted: 4.282252347019719 Movie Vector: [1.0517260358818268, -1.2604376496212395] User Vector: [1.6422613920946987, -0.2513278429799503] Predicted: 2.0439921394795526 Movie Vector: [1.6036811645505729, -0.21260381607836423] User Vector: [1.9781957474611767, -0.4670727392577784] Predicted: 3.271696706749909 Movie Vector: [2.1000356253195633, -0.10388883583605867] User Vector: [1.742240252287603, -0.403736916345031] Predicted: 3.7007103558928356 Movie Vector: [2.097462972294331, -0.26760512290663396] User Vector: [2.213426995586717, -0.7703400257386941] Predicted: 4.84872810238753 Movie Vector: [2.129314470441691, 0.4803561284514694] User Vector: [1.7760643362494712, -0.6708677043754263] Predicted: 3.459544078434511 Movie Vector: [1.6260520774592557, -0.5014763741027299] User Vector: [1.7144627050575558, -0.4575944419670521] Predicted: 3.0172784448524532 Movie Vector: [1.9153389557224763, -0.7046448880156412] User Vector: [1.3652699802464014, -2.123159808098552] Predicted: 4.111028483461303 Movie Vector: [1.7029625541482385, -0.2958373961114798] User Vector: [1.3435992071290712, -1.9001049578788254] Predicted: 2.850221240601456 Movie Vector: [2.093725562372397, 0.09002655381165571] User Vector: [2.076102437090728, -0.4006663638400144] Predicted: 4.310718130675725 Movie Vector: [1.5030696660017817, 0.17720952277898044] User Vector: [1.9170899879223238, -0.206756493458251] Predicted: 2.8448805883045747 Movie Vector: [1.9039902276955587, -0.03449498529624949] User Vector: [1.337498885252971, -0.3557569839283614] Predicted: 2.558856639005007 Movie Vector: [2.0746530851266565, -0.24177034866321057] User Vector: [1.9557968395756649, -0.056666873630309846] Predicted: 4.071300316901872 Movie Vector: [1.5182339399998828, -0.2597559599154316] User Vector: [2.0258121997514937, -0.5652113208657656] Predicted: 3.2224738469350958 Movie Vector: [1.6432974299928862, 0.06011774328254179] User Vector: [1.866458206769407, -0.18098347849044236] Predicted: 3.056265656075028 Movie Vector: [1.4882871173574508, -0.5553395917127156] User Vector: [2.042324735829813, -0.007337675092615016] Predicted: 3.0436404952860228 Movie Vector: [1.7116484008302142, -0.8102948104928488] User Vector: [2.055104785691666, -0.41624142497421723] Predicted: 3.854895086536417 Movie Vector: [2.1625417818129677, -0.16713150868419188] User Vector: [2.1416846651034027, -0.3047274958828105] Predicted: 4.682412137878671 Movie Vector: [1.9539091717288046, -0.32601162807281764] User Vector: [2.117848339207836, -0.19607795872577993] Predicted: 4.202006988862194 Movie Vector: [2.0183680606325782, 0.329710435533358] User Vector: [2.006990398595324, -0.7004924832479542] Predicted: 3.819885636781523 Movie Vector: [2.1063600732445296, -0.27070158508435266] User Vector: [1.9916376741918596, -0.0876195778994768] Predicted: 4.21882483590914 Movie Vector: [2.100067567738101, -0.374751277209549] User Vector: [1.6860834947611278, -0.6272004327535587] Predicted: 3.775933427087137 Movie Vector: [2.0934866398039547, -0.43393295781278235] User Vector: [1.4197320056004064, -0.36400817162263793] Predicted: 3.1301451284067583 Movie Vector: [1.2271166999517553, -0.6251656484632299] User Vector: [1.6858037989050698, -0.8961604355043686] Predicted: 2.628926714267701 Movie Vector: [2.0477010111540004, -0.37901183534275823] User Vector: [1.8857555827113193, 0.671108929507902] Predicted: 3.607105386419566 Movie Vector: [1.8806233887297015, -0.07014255916461525] User Vector: [1.9018101600192525, -0.739926042055554] Predicted: 3.6284889740383037 Movie Vector: [1.9430871831943481, -0.5043283102454736] User Vector: [1.9759729955721987, -0.7650247018650757] Predicted: 4.225311417222143 Movie Vector: [1.8570188659805538, 0.10819447051793228] User Vector: [1.81114746424644, -0.2872168799317296] Predicted: 3.3322597319304537 Movie Vector:
avg loss: 0.9456707802197833: 23%|██████████▍ | 16235/70000 [00:22<01:12, 739.69it/s]
[1.6501817910518677, -0.1088398690250796] User Vector: [2.115718639933971, -0.39619445587047164] Predicted: 3.5344421272934667 Movie Vector: [1.7395741687205815, -0.8326664062164237] User Vector: [1.6906083867331536, -0.4416409307856859] Predicted: 3.3086782456587627 Movie Vector: [2.156111553387469, 0.014299845021018658] User Vector: [1.7399232644769465, 0.21496423426577108] Predicted: 3.754542607781447 Movie Vector: [2.043240024521887, -0.29632291304688896] User Vector: [2.143727183701299, -0.13891050124886978] Predicted: 4.421311547776948 Movie Vector: [1.1078601240783963, -0.09174211002100113] User Vector: [1.7539860840115165, 0.215057502232165] Predicted: 1.923441411634154 Movie Vector: [1.9308591949430738, 0.15980224663262826] User Vector: [2.3197482496295767, -0.3417573515735872] Predicted: 4.424493645165692 Movie Vector: [1.8345942459027644, -0.35119730922801223] User Vector: [1.7895347577755003, -0.559117776315113] Predicted: 3.4794308280413477 Movie Vector: [1.3448230147717817, -0.27183388252600893] User Vector: [1.8081392500428561, -0.34312569255331027] Predicted: 2.524900466571014 Movie Vector: [1.6971099872158564, 0.01629317443352393] User Vector: [2.0518832335793395, 0.07023700180753185] Predicted: 3.4834159120304005 Movie Vector: [0.9127080178074753, -1.3675858740764404] User Vector: [1.8523544495944333, -1.3258382135912081] Predicted: 3.5038563701842707 Movie Vector: [1.422608923331673, -0.6782837353064661] User Vector: [2.0051035634626864, -0.2733321810637017] Predicted: 3.037874994337504 Movie Vector: [1.2853392111307753, -0.4296251049773274] User Vector: [2.061704448365485, -0.4193657070481555] Predicted: 2.8301596051613576 Movie Vector: [2.1623773561574486, 0.8868956885512501] User Vector: [1.5237487255814428, -0.3855685112518327] Predicted: 2.9529606904007073 Movie Vector: [1.8907817839687546, 0.1919002245630411] User Vector: [2.1054480738642227, 0.4313935954289815] Predicted: 4.063727392992453 Movie Vector: [2.107626898694579, 0.48854811292776756] User Vector: [1.997922415739149, -0.4086384736638722] Predicted: 4.011235469738517 Movie Vector: [1.8851538820791431, -0.3501407509767081] User Vector: [1.1831095965002725, -1.4278013966373333] Predicted: 2.730275102031766 Movie Vector: [2.3704531236172004, 0.35787043311343886] User Vector: [1.670451160998425, -0.1224292629027213] Predicted: 3.9159123590979394 Movie Vector: [1.9880203564657037, -0.37145363868595677] User Vector: [1.8719644779325728, -0.35711284231334095] Predicted: 3.8541543534094234 Movie Vector: [1.6061250587370044, -1.2374578022389038] User Vector: [1.9232854017420926, -0.20602606402357287] Predicted: 3.3439854392315835 Movie Vector: [2.2452480701431683, -0.10464268795222817] User Vector: [1.9249323834831258, -0.26474242403563114] Predicted: 4.349654078037655 Movie Vector: [1.9922003345528863, -0.27506116790058355] User Vector: [2.2310749472698843, -0.3506742270343334] Predicted: 4.541205118804325 Movie Vector: [1.8957911335380022, -0.3538591595532985] User Vector: [1.726801709900194, 0.21730864548244458] Predicted: 3.196758716352966 Movie Vector: [1.8087075103080998, 0.4758849467689689] User Vector: [2.125030843162324, -0.35034327538934784] Predicted: 3.6768361547045236 Movie Vector: [1.9876359872409863, -0.16437656404039147] User Vector: [1.860027726609756, -0.3731211445032425] Predicted: 3.758390418379851 Movie Vector: [2.130682245678073, -0.25996431199066744] User Vector: [1.7059729487307067, 0.3735566905858082] Predicted: 3.5377748654099364 Movie Vector: [1.3394891803646214, -0.5469487100619058] User Vector: [1.311314128219447, -1.6247020634642935] Predicted: 2.645119784655927 Movie Vector: [1.6898039033777454, -0.47858563613270355] User Vector: [2.514551920869255, 0.7066044358203406] Predicted: 3.910928917719607 Movie Vector: [1.53470967502632, -0.020996714551932423] User Vector: [1.8446659066979958, -0.01947803571583003] Predicted: 2.8314355889565705 Movie Vector: [1.8343447467398344, -0.676417067198852] User Vector: [1.7639143450958796, -0.15776233131315814] Predicted: 3.342340146086962 Movie Vector: [1.4149831738131249, -0.6172828201797892] User Vector: [1.5354164043212586, -0.8246095075363623] Predicted: 2.6816056592703434 Movie Vector: [2.0669447469928977, -0.050798124410794794] User Vector: [1.8727884726492967, -0.3741764522165444] Predicted: 3.889957757742602 Movie Vector: [2.231840524619739, 0.33488481099937434] User Vector: [2.062140298390258, -0.520436437372417] Predicted: 4.428082027432169 Movie Vector: [1.8414332841690562, -0.0270862340449568] User Vector: [1.9591713083942528, -0.7173117125105661] Predicted: 3.6271125295944655 Movie Vector: [2.0397083964424136, 0.6548569959605555] User Vector: [1.1415286087916008, -0.4110429021498787] Predicted: 2.059211168018677 Movie Vector: [1.72333331948377, 0.4690262382618037] User Vector: [2.1578912722870522, -0.5628704101761057] Predicted: 3.4547649382417243 Movie Vector: [1.7890998993716616, 0.8095188733515212] User Vector: [1.5990275119627813, -0.41043489809332884] Predicted: 2.5285651644564724 Movie Vector: [1.993513248153386, -0.2463433520041771] User Vector: [2.0355086358474703, -0.5548279432507857] Predicted: 4.194491607618541 Movie Vector: [2.0137410196862646, 0.23667219427081476] User Vector: [2.1548792499373213, 0.015629359831364063] Predicted: 4.343067772955892 Movie Vector: [2.155714559699146, -0.5086267625589946] User Vector: [1.9767658104484678, -0.21169723502426308] Predicted: 4.3690177179923255 Movie Vector: [1.616230081381406, 0.013524614313083893] User Vector: [1.8807683462751605, -0.07661163020245068] Predicted: 3.03871823460949 Movie Vector: [1.8919705724428304, -0.09862314187263717] User Vector: [2.224334704259835, 1.653940968920963] Predicted: 4.045258948896075 Movie Vector: [1.6496923587150119, -0.3184040594763715] User Vector: [1.8215941639614646, -0.7966127741946334] Predicted: 3.258714714101394 Movie Vector: [1.791296091919956, 0.06979223331824624] User Vector: [2.003228129739337, -0.6687444979687028] Predicted: 3.541701547993672 Movie Vector: [0.11443118134654942, -1.1518621919206995] User Vector: [1.817640091969857, 0.2003531945544914] Predicted: -0.022784566850889365 Movie Vector: [2.0173317631139422, -0.5870634508267645] User Vector: [1.6771546776184185, -0.403762651639224] Predicted: 3.620411698401047 Movie Vector: [1.321346329452027, -0.14277502806352138] User Vector: [1.9679271017280267, -0.47789585871293944] Predicted: 2.668544847136674 Movie Vector: [1.8747308957555984, -0.4883376553521856] User Vector: [1.490111067497598, -0.5416194647693119] Predicted: 3.058050435863654 Movie Vector: [1.8834048630052422, 0.11267132439648385] User Vector: [1.7947521748383741, -0.2881721096760205] Predicted: 3.3477762407285026 Movie Vector: [1.965836054699583, 0.08074882098023192] User Vector: [1.675525966885197, 0.3772715235712125] Predicted: 3.324273587006091 Movie Vector: [1.9539549321703555, -0.5480348215942575] User Vector: [1.7230937023458817, -0.9141421322912245] Predicted: 3.8678291586724294 Movie Vector: [1.629517217211606, -1.3223664818431586] User Vector: [2.1931175305041557, 0.43091985473822836] Predicted: 3.0038888030585653 Movie Vector: [2.237966780698647, -0.40244252933239405] User Vector: [1.879105531810791, -0.07662554463490921] Predicted: 4.23621313561396 Movie Vector: [2.0709156188593667, -0.42522785176297334] User Vector: [2.1144503446194123, -0.39901747058354403] Predicted: 4.5485215858070465 Movie Vector: [2.0740294366284617, 0.5039052675556746] User Vector: [2.020556333315557, -0.5322205198190724] Predicted: 3.922504590224485 Movie Vector: [1.5987830112052936, -0.49727684085281343] User Vector: [2.113245422416945, 1.0704909761772878] Predicted: 2.8462905090726798 Movie Vector: [1.8092468917548226, -0.3156340181418141] User Vector: [2.282272533326038, -0.6511844529487235] Predicted: 4.334730452493223 Movie Vector: [0.9925852171779229, -1.4235797511131645] User Vector: [1.9722343444951338, -0.5470089829093573] Predicted: 2.736321566903229 Movie Vector: [1.8466904475226185, -0.3400405796117972] User Vector: [1.409515288897109, -0.34210931821443497] Predicted: 2.7192694704996083 Movie Vector: [1.2083110288224796, -0.8327600354762592] User Vector: [1.8271736471715356, -0.7217375430543539] Predicted: 2.8088282514096523 Movie Vector: [1.6680949436686343, -0.8587471941767688] User Vector: [2.051534557860028, -0.7901227665483589] Predicted: 4.100670131556369 Movie Vector: [1.2519135569995823, -1.58942754901423] User Vector: [1.6978361214889461, -0.42223919637531215] Predicted: 2.796662669048152 Movie Vector: [1.9374358224810382, -0.25389415505072954] User Vector: [1.289324069970861, -0.042242730337712434] Predicted: 2.508707822274724 Movie Vector: [1.379037940345355, -0.05593388091789148] User Vector: [2.0423174738846743, -0.8249169516679985] Predicted: 2.8625740892589975 Movie Vector: [2.2746719725631457, 0.28704237526957627] User Vector: [1.6985871042286518, -0.6294316674479409] Predicted: 3.683054918051962 Movie Vector: [1.6983390227948227, -0.9028591175619006] User Vector: [1.8713807010308035, -0.31484709726462323] Predicted: 3.4625014434690087 Movie Vector: [2.097079516296149, 0.09736024115903356] User Vector: [1.5679404586718493, -0.05908821630580429] Predicted: 3.2823429756635334 Movie Vector: [1.6142225964784986, -0.6116415518508866] User Vector: [1.888849313458174, -0.05103087219270536] Predicted: 3.080235844987334 Movie Vector: [1.9959208540186066, 0.08752289568855896] User Vector: [2.003671826734402, -0.2726495452949327] Predicted: 3.975307305876368 Movie Vector: [2.1340710475221654, -0.3650529516100055] User Vector: [1.7361211280355167, -0.484698250729752] Predicted: 3.881946361401221 Movie Vector: [1.2661917225467023, -1.3548388923860066] User Vector: [2.349275689185696, -0.3393135943121904] Predicted: 3.4343486859165706 Movie Vector: [1.594017374953531, -0.14877087025130428] User Vector: [2.0470723842535343, -0.7878256076971493] Predicted: 3.380274449551052 Movie Vector: [1.2821661255162466, -0.47592615071322336] User Vector: [1.862406637802061, 0.03991574604288542] Predicted: 2.3689177555593712 Movie Vector: [1.7898168056784856, -0.39898908161456526] User Vector: [2.2873245888998484, -0.3780791928751398] Predicted: 4.244741459197409 Movie Vector: [2.268494616537561, 0.2299052908299571] User Vector: [1.4781539154658092, -0.2045818127296614] Predicted: 3.3061497584939725 Movie Vector: [2.260998301653024, -0.23140763719614582] User Vector: [1.7748918794123705, -0.4481655334501751] Predicted: 4.116736452137569 Movie Vector: [1.1500813905857081, -0.7913722307393933] User Vector: [1.636315093347655, 0.2455376535338771] Predicted: 1.6875838573860331 Movie Vector: [1.3475322236303668, -0.2578191860980225] User Vector: [1.9697028106479788, -0.18429757178250367] Predicted: 2.7017534582802614 Movie Vector: [1.8166898417944086, -0.4114598045206322] User Vector: [1.7387354553389205, -0.11212029296486019] Predicted: 3.20487603310811 Movie Vector: [1.586140002964276, -0.18652037783387876] User Vector: [1.8149119479160458, -0.5639757447258563] Predicted: 2.9838974114428667 Movie Vector: [1.3639492804128839, -0.8591057128874786] User Vector: [1.9725790050136165, -0.5228142113205311] Predicted: 3.1396503901701145 Movie Vector: [1.6346196864261946, -0.22291303136369134] User Vector: [1.5957529453468515, -0.24094927844657904] Predicted: 2.6621599131999676 Movie Vector: [1.7162990659322863, -0.2764400829004504] User Vector: [2.0161887268143492, -0.19319157881318236] Predicted: 3.5137887246374584 Movie Vector: [1.9935843786801537, -0.5852225876701777] User Vector: [1.636633240759294, -0.20585439137726488] Predicted: 3.383237102011476 Movie Vector: [1.800191381106615, -0.032456537091720805] User Vector: [2.2024252547543757, -0.3467185917768596] Predicted: 3.9760402459747626 Movie Vector: [1.8947911544051164, -0.3681016267434536] User Vector: [1.670661147281413, 0.10603536748292502] Predicted: 3.12652217261432 Movie Vector: [1.4079677374189357, 0.453994323836468] User Vector: [1.6314827128220104, 0.24478481730077883] Predicted: 2.4082059414260133 Movie Vector: [1.7887909399755653, -0.16114753648311272] User Vector: [1.768258179061512, 0.014642065374937448] Predicted: 3.1606846774787276 Movie Vector: [1.8143769402614396, -0.46263612341504706] User Vector: [1.6130854482173946, -0.21636202786122835] Predicted: 3.026841929740866 Movie Vector: [2.1317506912185196, 0.08268809601827556] User Vector: [1.9556278279113972, -0.20670986618339057] Predicted: 4.151818528653396 Movie Vector: [1.6753858353759994, -0.3550909971555893] User Vector: [2.043444618056676, -0.4480585148984248] Predicted: 3.5826597133068083 Movie Vector: [1.7586328828043822, -0.3568885382704555] User Vector: [1.617364785742419, -1.041165793503247] Predicted: 3.2159310338370553 Movie Vector: [1.7749416881860296, -0.39653032589499526] User Vector: [1.8419122141898652, 0.6418550044150911] Predicted: 3.014771800866577 Movie Vector: [1.0920458191403342, -1.0278650833714993] User Vector: [1.977443997729035, -0.6697490957933108] Predicted: 2.847871160489719 Movie Vector: [1.8261801582547141, 0.20332973766454332] User Vector: [1.929539813565496, 0.6133258210284562] Predicted: 3.6483947003884154 Movie Vector: [1.8871253165157618, 0.24909747161690585] User Vector: [2.182073550676253, 0.7171090067627262] Predicted: 4.2964762804389025 Movie Vector: [1.6791650090345214, -0.6309836219826481] User Vector: [1.8307894522976078, 0.025682398844078358] Predicted: 3.0579924141637798 Movie Vector: [1.8751877561565222, -0.6437505443892914] User Vector: [2.275684904963584, -0.3754844542464267] Predicted: 4.509054792488785 Movie Vector: [1.9571331436178796, -0.6255130957070729] User Vector: [2.037855169562615, -0.6671162264190839] Predicted: 4.4056438302278496 Movie Vector: [1.9846214491183785, 1.0821706949957208] User Vector: [1.9539843289260428, -0.038143057269646216] Predicted: 3.8366419116330506 Movie Vector: [0.30502203648468423, -2.0667600653254583] User Vector: [2.0378943365376463, -0.3799976076788032] Predicted: 1.4069665611410784 Movie Vector: [1.7651464556572, -0.03777641612355088] User Vector: [1.9269163813384995, -0.6437916308971401] Predicted: 3.42560976141308 Movie Vector: [2.2785128735451763, -0.10921770822996955] User Vector: [1.7236634340728754, -0.07764618289532797] Predicted: 3.9358696623427663 Movie Vector: [2.3524495562134318, 0.21414734387068043] User Vector: [1.9584696512583062, -0.35458636873337945] Predicted: 4.531267332923074 Movie Vector: [1.468772557397001, -0.6461709035576609] User Vector: [1.8591517959750086, 0.0753176111144308] Predicted: 2.6820030891358244 Movie Vector: [1.6176012486377342, -0.6584281207562562] User Vector: [1.9637325700678123, -0.26655075687477736] Predicted: 3.3520407712674976 Movie Vector: [1.5535889095003736, -0.5354194272505634] User Vector: [2.055846437498637, -0.1982005830268476] Predicted: 3.3000606675786983 Movie Vector: [2.1617275575872403, -0.5691173487436951] User Vector: [2.1156779807922157, -0.7942286209023642] Predicted: 5.025528681083376 Movie Vector: [2.0022607555363976, 0.18429144215055518] User Vector: [1.8550016861172414, 0.15891576684467093] Predicted: 3.7434838934186647 Movie Vector: [1.9601154030780188, -0.27001814657215767] User Vector: [1.9177592759613922, -0.7933088298389084] Predicted: 3.973237276100103 Movie Vector: [1.5408139526669877, -0.7510696999434415] User Vector: [1.885407741027547, -0.0497268335137349] Predicted: 2.942410871767889 Movie Vector: [1.3047243732868998, -0.25874368805511344] User Vector: [1.9334043714815423, -0.12057212699320828] Predicted: 2.5537570837062797 Movie Vector: [1.6980467921761528, -0.36005978102197567] User Vector: [2.1891581860384695, -0.9654981958539639] Predicted: 4.06493010434508 Movie Vector: [2.0664148160150253, -0.43685938103070526] User Vector: [1.7995221961029182, -0.49554360054137364] Predicted: 3.9350421983811974 Movie Vector: [2.1601193143560566, 0.4778117497707928] User Vector: [1.7218253804360242, 0.25945277527501337] Predicted: 3.8433178447653633 Movie Vector: [1.8114182228934101, -0.6703202591117918] User Vector: [1.7426076916648905, 0.2126711355087546] Predicted: 3.014033557376176 Movie Vector: [1.9037256609241717, -0.3574564450437191] User Vector: [1.937036481319283, -1.4302906694017146] Predicted: 4.198852673697322 Movie Vector: [2.027567098027276, -0.4249173978759698] User Vector: [1.7263583829181777, -0.09123347062787433] Predicted: 3.5390741455468606 Movie Vector: [1.9868974083446642, 0.031422644968272496] User Vector: [2.0670160910324613, -0.5773200041710255] Predicted: 4.088807992754968 Movie Vector: [1.6294062226204846, -0.5755014051407886] User Vector: [2.0383626762638927, -0.19676308248974733] Predicted: 3.434558259114414 Movie Vector: [1.6072242918973976, -0.9921069268165611] User Vector: [2.092353743934688, -0.4550940208450336] Predicted: 3.8143836949274563 Movie Vector: [1.7939582147455733, -0.5033997500107167] User Vector: [1.8251167914256095, -0.3465574236726673] Predicted: 3.4486401812892336 Movie Vector: [2.0500454789399134, -0.026769037815684266] User Vector: [1.981767577675172, -0.39576208115523753] Predicted: 4.073307833039148 Movie Vector: [1.7280021679441455, -0.6495817212688957] User Vector: [2.0006251025344515, -0.3483025152229787] Predicted: 3.6833354617838387 Movie Vector: [1.7644637450952687, -0.6760506723070939] User Vector: [1.83145319280552, 0.17410548039337648] Predicted: 3.1138286324720235 Movie Vector: [1.9637582944591994, -0.5325906050072836] User Vector: [1.8367073950781958, -0.43390996828547523] Predicted: 3.837945754107209 Movie Vector: [1.9677764929790587, 0.3406548643295016] User Vector: [2.267099217505964, -0.4883509858337574] Predicted: 4.294785408635077 Movie Vector: [2.401374846955706, -0.18448378567303259] User Vector: [1.8062012170633164, -0.5998398817048096] Predicted: 4.448026903371199 Movie Vector: [2.185649430509759, -0.3794528408837708] User Vector: [1.4596996512137244, -0.20645209840677892] Predicted: 3.268730546637439 Movie Vector: [2.2631789387086463, 0.3269757213054945] User Vector: [1.9081116148005948, -0.24892063823501512] Predicted: 4.237007014087333 Movie Vector: [2.1121995308699257, -0.2832634754961454] User Vector: [2.009862072548909, -0.49435573643727626] Predicted: 4.385262650785742 Movie Vector: [1.395761311676397, -1.0958230154911242] User Vector: [1.9261979590234024, -0.6049318189134821] Predicted: 3.3514107998032054 Movie Vector: [1.9542467051224204, -0.670626301316723] User Vector: [2.1825584686886588, -1.2383492400416052] Predicted: 5.095727266759323 Movie Vector: [1.9075896963860637, -0.025044246160826625] User Vector: [1.7150135668731947, 0.004888230076468792] Predicted: 3.271419787292292
avg loss: 0.9465730931150036: 23%|██████████▌ | 16385/70000 [00:22<01:17, 689.33it/s]
Movie Vector: [2.1806153742159156, -0.16970309200095948] User Vector: [1.7136588697415367, -0.03690826583232625] Predicted: 3.7430943243520027 Movie Vector: [2.1363312693682732, -0.5065509532005824] User Vector: [1.9721664482695822, -0.8927346201517242] Predicted: 4.665416424630291 Movie Vector: [1.932294808522452, -0.6260733409682161] User Vector: [1.930406287965223, -0.38478689630038504] Predicted: 3.971018866301871 Movie Vector: [1.8568321028972528, -0.45047649922458627] User Vector: [1.7880909478483722, -0.0807344364150749] Predicted: 3.356553641147968 Movie Vector: [2.022158090747144, -0.0033841017372675973] User Vector: [1.8477707821933682, -0.7233297361818981] Predicted: 3.7389324584753294 Movie Vector: [1.8756861206733586, -0.16970701702336516] User Vector: [2.242605650500512, -0.6411578269468846] Predicted: 4.315233275039798 Movie Vector: [1.9554322774406805, 0.0788323692664352] User Vector: [1.308040206970499, -0.5597444180258464] Predicted: 2.5136580622436626 Movie Vector: [2.089862707293989, -0.9890299060697056] User Vector: [1.9376281671819429, -0.3738525574130639] Predicted: 4.419128206938107 Movie Vector: [1.2639091375373208, -0.47631744082188343] User Vector: [2.0637354876042595, -0.16020504735997168] Predicted: 2.6846825984083122 Movie Vector: [2.3347625310064903, -0.19292108952288003] User Vector: [1.9478373364642254, -0.7042953349774836] Predicted: 4.6836110530418935 Movie Vector: [1.8593481466154733, -0.3589313562262495] User Vector: [1.8059433479807379, -0.842545639903602] Predicted: 3.660293466173641 Movie Vector: [1.7705678958425275, -0.4844848946170291] User Vector: [1.7918990184909172, 0.0018542690405510785] Predicted: 3.1717805093910507 Movie Vector: [1.0930563861662268, -0.9753091004116752] User Vector: [2.2661802333084724, -0.6483770542797883] Predicted: 3.109430817758688 Movie Vector: [1.7195723403135437, -0.8118997271301484] User Vector: [2.159642171397891, 0.3698859524940659] Predicted: 3.4133506390112873 Movie Vector: [1.148844628886616, 0.005358201903088271] User Vector: [1.7600330009335234, -0.5958513087151925] Predicted: 2.0188117681693556 Movie Vector: [1.9020541008973184, -0.5298644539650362] User Vector: [1.5336763675306582, -0.10692973767636772] Predicted: 2.9737936913775043 Movie Vector: [2.1641557774263513, -0.3826610172608232] User Vector: [2.0363254970231104, -0.3836652445952663] Predicted: 4.553739321887598 Movie Vector: [1.4205909545359339, -0.6780086493596309] User Vector: [1.7673936209763417, -0.17265013551569502] Predicted: 2.6278016762562553 Movie Vector: [1.2517874898674994, -1.1390988244562756] User Vector: [1.7720790961112056, -0.7645733209350094] Predicted: 3.0891910146554133 Movie Vector: [1.7081111328778316, -0.05694161209165353] User Vector: [1.85072129012978, -0.04960024279432927] Predicted: 3.164061957309547 Movie Vector: [1.7548528952800604, -0.20410426846163623] User Vector: [2.13651659515714, -0.344452376086551] Predicted: 3.8195765330664213 Movie Vector: [1.5428101208410057, -0.17824847435522695] User Vector: [1.8763914477073487, -1.4189035464724815] Predicted: 3.147833108598345 Movie Vector: [2.09156306216812, -0.4388015901905102] User Vector: [1.8561933587443664, -0.4820009764987139] Predicted: 4.093848260352509 Movie Vector: [1.9971739947198952, -0.46051268489199915] User Vector: [1.580860284134495, -0.446532814787136] Predicted: 3.362887074188924 Movie Vector: [1.9972355342402632, 0.08734400064204473] User Vector: [1.9195626750260828, 0.12451991674418861] Predicted: 3.844694852451439 Movie Vector: [1.654400249535973, -0.8710649125185016] User Vector: [1.9238226643720733, -0.6192791472660304] Predicted: 3.7222050322379356 Movie Vector: [1.9351675344871861, -0.6183223912384085] User Vector: [1.8610017951190774, -0.3008668688159704] Predicted: 3.787382977307516 Movie Vector: [2.2061570153756733, -0.3804486934533387] User Vector: [1.8060462216766928, -0.3581555895587382] Predicted: 4.120681368145396 Movie Vector: [2.0758461967319075, 0.18503254472487146] User Vector: [2.007400671429592, 0.04163716321178526] Predicted: 4.174759279368398 Movie Vector: [1.9506253133767302, 0.22439010878881796] User Vector: [1.4863493318515213, 0.06870434859469107] Predicted: 2.9147272074855946 Movie Vector: [1.830190403271541, -0.14456081153340206] User Vector: [1.831876901628432, -0.6167081330216055] Predicted: 3.4418353535240134 Movie Vector: [1.6657870525192482, -0.8388529949074901] User Vector: [2.062023954978051, -0.45199632739187945] Predicted: 3.8140512791068346 Movie Vector: [1.7157649913711148, -0.7257247032612849] User Vector: [1.9145393742848484, 0.2723956364539222] Predicted: 3.0872153905643107 Movie Vector: [1.9995774803504556, -0.16677202487806617] User Vector: [1.8527219989785386, 0.6772231615809985] Predicted: 3.591719308556177 Movie Vector: [1.8865861564325097, 0.08196181589266793] User Vector: [1.878360582521399, -0.3527468450147514] Predicted: 3.5147772998055573 Movie Vector: [1.547051220324674, -0.6488518863285033] User Vector: [1.8203819693639702, -0.9441599669728663] Predicted: 3.428844122727765 Movie Vector: [1.5062136442794702, -0.20594342744198818] User Vector: [1.041203586228661, -0.2814867713216269] Predicted: 1.6262453985158802 Movie Vector: [1.7976275012760803, -0.6445202458276251] User Vector: [2.0340598214253394, 0.08133060288542408] Predicted: 3.6040626540698804 Movie Vector: [1.994726580582405, -0.36086857297858166] User Vector: [1.6254361137015318, -0.2963043872962701] Predicted: 3.349227562449908 Movie Vector: [0.0698252843060131, -0.5112383026076768] User Vector: [1.6163317826951569, -0.1998948383486453] Predicted: 0.21505472411693166 Movie Vector: [2.2556444822779396, -0.13469731165217266] User Vector: [1.9287366390335505, -0.35220340022653557] Predicted: 4.397985008768595 Movie Vector: [2.1360615846833997, -0.20166492992570412] User Vector: [1.9677606992638752, -0.20266978759920634] Predicted: 4.244129426061559 Movie Vector: [1.1803350501092174, -1.2575667275026565] User Vector: [1.616210671660287, 0.23986040048599475] Predicted: 1.6060296452245477 Movie Vector: [1.9527442946741655, -0.16559045709956066] User Vector: [2.0166943248066236, -0.054449881626696076] Predicted: 3.947104717655484 Movie Vector: [1.154695812486183, -0.826024657625091] User Vector: [1.7829031141484095, -0.3734420586477924] Predicted: 2.3671831086130957 Movie Vector: [1.611629990190615, 0.051038210323990155] User Vector: [1.6097304864202073, -0.5478701952617969] Predicted: 2.5663276137829154 Movie Vector: [1.3902696687156677, -0.7370862576434755] User Vector: [1.5501599315330827, -0.9330527161530937] Predicted: 2.842880669202165 Movie Vector: [1.953928952147694, -0.21518659237999618] User Vector: [1.8898100110307023, -0.6200349165515114] Predicted: 3.825977695460777 Movie Vector: [1.8725480229178346, 0.46200522448231135] User Vector: [1.774017334809546, -0.3388118110418988] Predicted: 3.165399826101911 Movie Vector: [1.9019911288911004, -0.16422014339605334] User Vector: [1.9052135996150612, -0.27173588052534786] Predicted: 3.668323870376253 Movie Vector: [1.4267504860533209, -0.9221684958189258] User Vector: [2.0202129779907656, 0.05203099788415915] Predicted: 2.8343585012247585 Movie Vector: [2.08580285347874, -0.2638874145960713] User Vector: [2.0749308138148455, -0.20291786585025448] Predicted: 4.381444083220544 Movie Vector: [1.906757666855931, -0.010753845767117586] User Vector: [2.1002082891143576, -0.44930254974863953] Predicted: 4.009419987585948 Movie Vector: [2.083111568273429, -0.20071323330671423] User Vector: [1.633165896150728, -0.6543446862934097] Predicted: 3.533402408864241 Movie Vector: [1.640007284022814, -0.02085566236782329] User Vector: [1.8515400278090837, -0.01957208214110095] Predicted: 3.036947321003671 Movie Vector: [1.8087863088444296, -0.015133191614179434] User Vector: [1.7835551932794473, 0.7347648941066175] Predicted: 3.214950876738357 Movie Vector: [2.1602923887191494, -0.5685785842430413] User Vector: [1.7285448633998108, -0.03806674576472796] Predicted: 3.7558062483758423 Movie Vector: [1.6211833890668246, -0.82907585724619] User Vector: [1.9932971733453828, -1.131332476680848] Predicted: 4.169460709836018 Movie Vector: [1.2393669359377557, 0.2687716600832202] User Vector: [1.9588494265464003, -0.2874641383099704] Predicted: 2.350470998074279 Movie Vector: [1.456096432584574, -0.1261397853949819] User Vector: [2.059257995108665, -0.15634096362482852] Predicted: 3.0181990360490696 Movie Vector: [2.089488291303664, -0.426212810391622] User Vector: [1.826116289694052, 0.1761503038965939] Predicted: 3.7405710897995057 Movie Vector: [1.3634408681442391, -1.3594191979220331] User Vector: [1.8026328238972693, 0.003737899769329431] Predicted: 2.4527018896534596 Movie Vector: [1.9399836389370435, -0.2868225691743295] User Vector: [1.6673156446528044, -0.35662025511712386] Predicted: 3.3368518093625084 Movie Vector: [1.9097767967238384, -0.7591184290044468] User Vector: [1.1691037426287398, -0.9781278143456723] Predicted: 2.9752420504270054 Movie Vector: [1.9663336751152907, 0.15457596210195018] User Vector: [2.132207916394287, 0.2503732542829107] Predicted: 4.2313339150188725 Movie Vector: [2.03467681626968, -0.5666065858241539] User Vector: [1.9407850425657123, 0.28144111807381134] Predicted: 3.789403940449084 Movie Vector: [2.2761039466940307, -0.4039976740891721] User Vector: [2.000222641645279, -0.8566988698475899] Predicted: 4.898818999728829 Movie Vector: [1.8410285670229147, 0.11073025728651524] User Vector: [1.926677692351678, -0.6968042609607925] Predicted: 3.469911355970697 Movie Vector: [1.4341445583077488, -0.6456450625964388] User Vector: [1.7161051943277328, -0.30618652057617246] Predicted: 2.6588307411723684 Movie Vector: [1.6559879812520149, 0.14806152713215595] User Vector: [1.7630625315942585, -0.07411809125614638] Predicted: 2.9086363247363374 Movie Vector: [0.9910712888658917, -1.5054018487180914] User Vector: [2.0051860822632976, 0.3614400637406463] Predicted: 1.4431698148086807 Movie Vector: [2.0795014381259493, -0.1502822157089279] User Vector: [2.110143565198438, -0.36014811149883996] Predicted: 4.442170434661802 Movie Vector: [1.6153336831180949, -0.37707550707160303] User Vector: [1.7156210702218093, -0.6075016024506338] Predicted: 3.000374476987287 Movie Vector: [1.9289060193857244, -0.2287330627501743] User Vector: [2.0403888152817413, -0.07433444160956709] Predicted: 3.952721012181438 Movie Vector: [2.228331702436955, -0.38353673798485133] User Vector: [2.1352806144525256, -0.1787281865818543] Predicted: 4.826662312451176 Movie Vector: [1.7231736452046564, -0.07253197899630119] User Vector: [1.8896839604524376, -0.6611186333005954] Predicted: 3.304205841242221 Movie Vector: [1.9136400851457536, -0.143813788843094] User Vector: [1.7299560901646003, -0.9160668580983672] Predicted: 3.4422563653777156 Movie Vector: [1.3948834363461413, -1.0907511872502667] User Vector: [1.8037299165286271, -0.5433599922422377] Predicted: 3.1086635408503067 Movie Vector: [1.7474084335669549, -0.3698071518611531] User Vector: [1.8068822253509267, -0.20148237704752067] Predicted: 3.231870863046595 Movie Vector: [1.757478310318576, -0.12087771049476297] User Vector: [1.9509012412237015, 0.13055985161991396] Predicted: 3.4128848410778923 Movie Vector: [2.008529854273915, -0.6141550001942793] User Vector: [1.9322700976486036, 0.002996029970937685] Predicted: 3.8791821508606095 Movie Vector: [2.2670624442702016, 0.07462268000327245] User Vector: [1.5669918997080416, -0.23702713562536196] Predicted: 3.534780886209856 Movie Vector: [1.555049307883971, -0.5758555699339702] User Vector: [1.91270026772196, -0.08144866653231404] Predicted: 3.0212458957968473 Movie Vector: [2.0967759657047615, 0.04272200424040113] User Vector: [1.919153193286892, -0.7935008506618227] Predicted: 3.990134343482763 Movie Vector: [1.8290432648142076, -0.4622773798876725] User Vector: [2.226894163884393, -0.63973629404901] Predicted: 4.368821389738841 Movie Vector: [2.0819482254177326, 0.0004547010447462415] User Vector: [2.1393701201990862, -0.006997421624335894] Predicted: 4.454054643525286 Movie Vector: [1.807224207365184, -0.41084942431469335] User Vector: [1.6661094570740727, -0.5616535398055891] Predicted: 3.241788376437764 Movie Vector: [1.9600065237597044, -0.5512453346567286] User Vector: [2.0709658744952963, -0.4984884737338585] Predicted: 4.333896070020445 Movie Vector: [2.1564629106777384, -0.21868734173410298] User Vector: [2.300147517948957, -0.3838824508602676] Predicted: 5.044133044261388 Movie Vector: [1.2946754578415522, -1.1576030752958884] User Vector: [1.9515843670986086, -1.042410104035578] Predicted: 3.733365526140899 Movie Vector: [1.962104181014123, 0.1329160310633663] User Vector: [1.7248339040383232, -1.252507847459704] Predicted: 3.2178254427084423 Movie Vector: [1.8743474589701503, -0.2190525575782518] User Vector: [1.8008736893697983, -0.13972343899256326] Predicted: 3.406069800261431 Movie Vector: [1.5288528650834545, -2.449571350814238] User Vector: [1.9531432172534897, -0.0964252319918239] Predicted: 3.222269089399102 Movie Vector: [1.6991498901095516, -0.3027529917794613] User Vector: [2.0106011244028967, -0.604329721309343] Predicted: 3.5992753107309747 Movie Vector: [1.7490641854973372, -0.49664119742096524] User Vector: [1.8211637015417799, -0.652651564477011] Predicted: 3.509465860775018 Movie Vector: [1.866392087020302, -0.4730068512261507] User Vector: [2.0124325722719774, -0.5468002547680477] Predicted: 4.0146284953078215 Movie Vector: [1.7786617307810686, -0.9165843529842923] User Vector: [1.7077990681670063, -0.4412987485827182] Predicted: 3.4420843743546925 Movie Vector: [1.9159106547973066, -0.22581474448023545] User Vector: [1.8832323105793638, -0.7452944555175036] Predicted: 3.7764033263327748 Movie Vector: [2.358935420894643, -0.3689790183312] User Vector: [1.9502602169564665, -0.7179269199272448] Predicted: 4.865437875888577 Movie Vector: [1.4537511733934754, -0.9273463224093816] User Vector: [1.5153870414754917, -0.1553873404992251] Predicted: 2.3470935684511938 Movie Vector: [1.9456815807927492, -0.6200221898086395] User Vector: [1.7025200318026164, -0.5699310205991863] Predicted: 3.6659317462408163 Movie Vector: [2.190227481476149, -0.2054434804638536] User Vector: [1.9502529905278645, -0.623817610445627] Predicted: 4.399656956749767 Movie Vector: [1.942541112890294, -0.3249591326082163] User Vector: [1.9675505583466095, -0.05028254708427681] Predicted: 3.8383876241643806 Movie Vector: [2.3697573058609334, -0.5015989426709612] User Vector: [1.8072033175445443, -0.4682398476621362] Predicted: 4.51750187743104 Movie Vector: [1.9583559730823483, -0.4236000166583047] User Vector: [2.032248124273557, -0.3964212449029351] Predicted: 4.147789298901108 Movie Vector: [2.264061805884636, 0.04315674933777902] User Vector: [1.925634444403859, -0.4342174695004332] Predicted: 4.341015983181343 Movie Vector: [1.3736477932245306, -0.4679999263154678] User Vector: [1.6583146189203442, -0.4259911742620158] Predicted: 2.477304054917572 Movie Vector: [1.4519876842922343, -0.10297224094551774] User Vector: [1.633711686964765, -0.36208784733572746] Predicted: 2.409414246216427 Movie Vector: [1.6920364166284736, 0.1432667081770606] User Vector: [1.892073948948814, -0.6025630037387958] Predicted: 3.1151308065604977 Movie Vector: [1.9521207241316976, 0.14016563235003943] User Vector: [1.8439618745996595, -0.659125033009703] Predicted: 3.5072495128651844 Movie Vector: [1.408738194395613, -0.2688870281199494] User Vector: [1.8796691992174728, -0.5929259419198191] Predicted: 2.807391888184712 Movie Vector: [1.8407917097511626, -0.42216519138958075] User Vector: [1.856737829835641, -0.2978273462439818] Predicted: 3.543599942970954 Movie Vector: [1.6855171032238454, -0.5323314710340626] User Vector: [1.4464522923949654, -0.1750062904405812] Predicted: 2.531181433859502 Movie Vector: [1.7061741801297854, -0.9324282244942392] User Vector: [1.8057271469846794, -0.3410617916759604] Predicted: 3.3989006753999216 Movie Vector: [2.1752261217950064, -0.3779786239414614] User Vector: [1.96851813851969, -0.09073870790471904] Predicted: 4.3162693680873625 Movie Vector: [1.4825691247201922, -0.5285725331960639] User Vector: [1.9763050391279824, -0.4913282709114727] Predicted: 3.1897114608265973 Movie Vector: [2.0972790730928303, 0.042513987422461125] User Vector: [1.6644373552806333, -0.5066190402773562] Predicted: 3.469251238197718 Movie Vector: [1.6508655240975973, -0.055407401560034424] User Vector: [1.859971765576813, 0.07509898121861207] Predicted: 3.06640222417657 Movie Vector: [2.3100984455238174, 0.32567077005047523] User Vector: [1.6734199494544155, 0.24874564279301595] Predicted: 3.9467740089782923 Movie Vector: [1.3329233505252884, -1.258341279722502] User Vector: [2.2313490860581386, -0.9744445018640201] Predicted: 4.200401041474281 Movie Vector: [2.2499186996722864, 0.327269840636005] User Vector: [1.8628043135795487, 0.25410783347758115] Predicted: 4.274320089119393 Movie Vector: [2.1303468223426703, 0.16484862802290942] User Vector: [1.7808212160331955, -0.37775886614752485] Predicted: 3.7314937879288186 Movie Vector: [1.5774265228060826, -0.4291334040050895] User Vector: [1.9802352229557334, 1.3145187678361179] Predicted: 2.5595716486151012 Movie Vector: [1.8218674546213165, -0.21490845516901402] User Vector: [1.979980915290976, -0.515680041663636] Predicted: 3.7180867914553795 Movie Vector: [2.1008037354909908, -0.7976133775406085] User Vector: [2.0292375657717856, -0.381520453050745] Predicted: 4.56733567553064 Movie Vector: [1.7466736933546778, -0.3783896824558292] User Vector: [1.9174396102440354, -0.006878326404622534] Predicted: 3.351744013553576 Movie Vector: [1.5263074808837882, -0.638092930969127] User Vector: [1.8579978339068262, -0.5079058962132825] Predicted: 3.1599671553290976 Movie Vector: [1.99863772996745, -0.13648082690184068] User Vector: [2.32384516222151, -0.5367333277884262] Predicted: 4.71777842822058 Movie Vector: [1.792329577939046, -0.37858051934831394] User Vector: [1.8591372170447253, -0.28751751771399825] Predicted: 3.4410351547344487 Movie Vector: [1.9375789050494454, 0.086472291560625] User Vector: [1.953540205486954, 0.5682466257291426] Predicted: 3.8342758802158725 Movie Vector: [1.7433543342480462, -0.03049556807089055] User Vector: [2.2565258270141824, 0.47491851160693455] Predicted: 3.9194411710689963 Movie Vector: [2.2864980434041984, -0.14033142930092055] User Vector: [1.8908322064693992, -0.5343695998295613] Predicted: 4.398372990216967 Movie Vector: [1.2170583911098434, 0.9294029813726233] User Vector: [2.192949146836797, 0.4310564994544996] Predicted: 3.069572356167954 Movie Vector: [1.5403626809175477, -0.27059241204408113] User Vector: [2.0387370085294476, -0.4153655755885045] Predicted: 3.252789177122813 Movie Vector: [2.0763220143577614, -0.5052769212086425] User Vector: [1.8333116560602585, -0.7259678185198586] Predicted: 4.1733601348948675 Movie Vector: [1.1200847575181798, -0.4353791564491643] User Vector: [1.834823689389926, -0.9690371383471752] Predicted: 2.4770566190804324 Movie Vector: [2.0196773925746374, -0.1594249290312711] User Vector: [1.8772210589996223, -0.09988283577644176] Predicted: 3.807304747731658 Movie Vector: [2.159711498381063, 0.33855342894546764] User Vector: [1.656497837401103, -0.3637037983512453] Predicted: 3.4544242584262213 Movie Vector: [2.29664223503972, 0.05820875970053573] User Vector: [1.7713748812714418, 0.11383528582896847] Predicted: 4.074840577214723 Movie Vector: [1.373014586902865, -1.0005592847278921] User Vector: [1.7288454390854935, -0.10988031558362406] Predicted: 2.483671776330897 Movie Vector: [1.8688202352841805, -0.7856900788829355] User Vector: [1.8147435399584233, -0.40732365652200403] Predicted: 3.7114596051492064 Movie Vector: [2.086934197304532, -0.4375996047541227] User Vector: [2.331656205890471, 0.1801599566538725] Predicted: 4.7871751466059065 Movie Vector: [1.9804703863241058, -0.22116167258614985] User Vector: [1.6528902055197172, -0.2777274331225727] Predicted: 3.3349227675094113 Movie Vector: [2.196065335274293, -0.3549850199971891] User Vector: [1.8023749344254048, -0.7921418611936075] Predicted: 4.239331609095332 Movie Vector: [1.618217824808805, -0.404179535675348] User Vector: [1.4696563919830297, -1.547729581038383] Predicted: 3.003784793266229 Movie Vector: [1.8438275044300731, -0.38084997062957116] User Vector: [1.864219864238353, 0.0989369180631678] Predicted: 3.3996197376490342 Movie Vector: [1.65322029166162, -0.37882002179137264] User Vector: [1.8206250779568267, -0.9635181100531116] Predicted: 3.374894273832947 Movie Vector: [1.8123479930509807, -0.8182806876001185] User Vector: [2.163862304091187, -1.1402583791542125] Predicted: 4.854722914594439 Movie Vector: [1.8435370141978695, -1.4573790809142733] User Vector: [1.8704129851676765, -0.21294907077752684] Predicted: 3.7585230910442426 Movie Vector: [1.3908757782393097, -0.4861736926569535] User Vector: [1.621452115240774, -1.4941782777548285] Predicted: 2.9816686434471587 Movie Vector: [1.9863635620660478, -0.024819720368789506] User Vector: [2.3434582208149823, 0.17768524658733614] Predicted: 4.650549920917054
avg loss: 0.9466667497677091: 24%|██████████▋ | 16543/70000 [00:22<01:12, 741.23it/s]
Movie Vector: [1.492202913085855, -0.3693618913290403] User Vector: [2.3344833585710494, 0.41629275911543656] Predicted: 3.329760187356708 Movie Vector: [2.3013035057584723, -0.2915005279798126] User Vector: [1.9475269213287114, -0.013396274279256557] Predicted: 4.485755552638134 Movie Vector: [1.8054339727063358, 0.13289272001685243] User Vector: [2.0947190178118085, -0.19206426810606836] Predicted: 3.7563529350248257 Movie Vector: [2.2615656370291726, -0.15723246965638848] User Vector: [1.4232908344897466, -0.3446458800481052] Predicted: 3.2730551656574494 Movie Vector: [2.1397093133060663, 0.3429451465335294] User Vector: [1.982794230040094, -1.2971707662914933] Predicted: 3.7977448618614735 Movie Vector: [1.945853500360958, -0.02789126661587123] User Vector: [1.7111992488053207, -0.09702097694780593] Predicted: 3.3324490860382587 Movie Vector: [2.1954446266521144, 0.0586294565367962] User Vector: [1.6331573227496432, -0.1748473760517269] Predicted: 3.5752552620734597 Movie Vector: [2.0581820850049084, 1.4679134402253202] User Vector: [2.0525291061925275, -0.7978935922356702] Predicted: 3.053239907404196 Movie Vector: [1.7252753228208901, -0.4138376681858679] User Vector: [1.263134956212482, -0.038810739026280947] Predicted: 2.1953169150850473 Movie Vector: [2.1645650911053127, -0.01806825225317292] User Vector: [1.9942937417896351, -1.2953276646526464] Predicted: 4.340182921883094 Movie Vector: [1.8693441360274101, -0.39049090141500475] User Vector: [1.9003323767557592, -0.2528341222454051] Predicted: 3.6511046092954893 Movie Vector: [1.9709262700009764, -0.15927982911058988] User Vector: [2.1874652888360107, -0.3952609253620366] Predicted: 4.374289895127926 Movie Vector: [1.647101657026386, 0.21711959392040572] User Vector: [1.762213846278045, -0.37271674588784226] Predicted: 2.8216212377249055 Movie Vector: [1.3916655903582271, -0.48690150947035254] User Vector: [1.6711869846637946, -0.574046906328223] Predicted: 2.605237726809123 Movie Vector: [1.6089206145380839, -0.5562578475374789] User Vector: [1.522118538831411, -0.213743562416283] Predicted: 2.567864428851118 Movie Vector: [2.2381666719200632, -0.3843599488775585] User Vector: [2.056554234778803, -0.6687479753569513] Predicted: 4.859951084898154 Movie Vector: [1.7465775434471225, -0.7340914085378695] User Vector: [2.1414946279153817, -0.1895093965520906] Predicted: 3.8794036463757426 Movie Vector: [2.192313684412683, -0.16995504666367273] User Vector: [1.8920671456978737, -0.5221490204127804] Predicted: 4.23674655647074 Movie Vector: [2.0136677475196088, -0.30258277971698544] User Vector: [1.9387182375609442, 0.0010243603138053539] Predicted: 3.9036244327133494 Movie Vector: [2.1640272698069634, -0.4520190231062426] User Vector: [1.7146394328285346, 0.09749169320323058] Predicted: 3.6664583906045958 Movie Vector: [2.130134887403447, -0.15279572014471743] User Vector: [1.7707264047661115, 0.19574412935751562] Predicted: 3.7419772256294896 Movie Vector: [1.8560310352070162, -0.34671499140837775] User Vector: [1.8118785604615133, -0.25761108826334805] Predicted: 3.45222046649671 Movie Vector: [1.7257074373184655, -0.8290439728892003] User Vector: [1.7386579980690338, -0.11855705492097149] Predicted: 3.098704050046691 Movie Vector: [2.0167632219070906, -1.024202443595838] User Vector: [1.6283022082886158, -0.5472820531618312] Predicted: 3.8444276240110744 Movie Vector: [1.7318251815583345, -0.29945505990390586] User Vector: [1.3598176175814862, -0.3561613370244563] Predicted: 2.461620706968393 Movie Vector: [1.4296381822843327, -0.6100819931114199] User Vector: [1.7876423683153184, -0.33117841736316844] Predicted: 2.757727774953179 Movie Vector: [1.8958167067622511, -0.5116862401072584] User Vector: [2.0243110967567532, 0.2416237085092629] Predicted: 3.7140872699877914 Movie Vector: [1.8521477636671067, -0.36078638856523443] User Vector: [1.6940098635901584, -0.09677458957799105] Predicted: 3.1724715351572583 Movie Vector: [1.735084211426562, 0.08536296379687763] User Vector: [1.7244367473666538, -0.7308703785413275] Predicted: 2.9296537122960227 Movie Vector: [1.506258176587538, -0.25641466447970584] User Vector: [1.9438750320317022, 0.0002494771647291636] Predicted: 2.9279136916586244 Movie Vector: [2.2003654742189886, -0.37930017753357426] User Vector: [2.0882720864043995, -0.5369983272538039] Predicted: 4.7986453605620945 Movie Vector: [2.124854366607829, 0.01699941315910981] User Vector: [2.0290513292706955, 0.16295953759441348] Predicted: 4.314208793580042 Movie Vector: [2.1063042665099947, -0.2653023551454388] User Vector: [1.786502909261182, -0.6102652285617209] Predicted: 3.9248235023101397 Movie Vector: [1.9398102898237497, -0.6260210467191977] User Vector: [2.0994699289196097, -0.8552187903891147] Predicted: 4.607958333627114 Movie Vector: [1.6851556040261653, -0.4126049606843522] User Vector: [2.096057652410999, -0.5153471818608611] Predicted: 3.7448181030328156 Movie Vector: [2.360191287903879, -0.14914887442354827] User Vector: [2.2060314764920412, -0.3784811311143903] Predicted: 5.263106306354509 Movie Vector: [1.698671879076317, 0.11148999491641162] User Vector: [2.126299462839707, -0.41867016628952586] Predicted: 3.565207569309616 Movie Vector: [1.50998163225748, -0.25641418661093945] User Vector: [1.7530498399494625, -0.36929587859534807] Predicted: 2.7417657610844017 Movie Vector: [1.997072958258461, 0.19211762611521635] User Vector: [1.4226619270413379, -0.16749265550865938] Predicted: 2.80898137187007 Movie Vector: [2.0971291714793803, -0.02058388213220525] User Vector: [2.303973376057201, -0.48196745522275836] Predicted: 4.841650538531253 Movie Vector: [1.3009692237593113, -0.5393533219998311] User Vector: [2.255378668019084, 0.47873061561549335] Predicted: 2.6759732871408564 Movie Vector: [1.262379644136849, -0.38478864039037786] User Vector: [1.7771195948832745, 0.033615825735248225] Predicted: 2.2304646138971034 Movie Vector: [1.4896143696633175, -0.41543409619283705] User Vector: [1.6589932601932578, -0.656833220188434] Predicted: 2.7441311147368848 Movie Vector: [1.8817890408803544, -0.6524014603068143] User Vector: [1.869257642423543, -0.0507853824336848] Predicted: 3.5506810037564476 Movie Vector: [1.7619112841920785, -0.09520737637251331] User Vector: [2.0896011458995067, -0.5290928615585887] Predicted: 3.732065381627457 Movie Vector: [2.3167257624843445, -0.1488741091290682] User Vector: [2.114211574221788, -0.7938425604959022] Predicted: 5.016231025324764 Movie Vector: [1.7900182599680003, -0.7043880255768751] User Vector: [1.5155769218795496, -0.1918733982788485] Predicted: 2.848063688724853 Movie Vector: [1.9614791992487457, -0.27058230056056465] User Vector: [1.7065715204170178, 0.7105770068044517] Predicted: 3.155134978101698 Movie Vector: [1.7132235412153387, -0.4046886868666343] User Vector: [2.3620165828310995, -0.5068771234644494] Predicted: 4.251789851944814 Movie Vector: [1.784087363286131, -0.20506874463275296] User Vector: [1.8191913823381818, -0.19737176992330407] Predicted: 3.286071137712695 Movie Vector: [1.9856866727149844, -0.23080166758070714] User Vector: [1.7184514721955937, 0.0012616140858711256] Predicted: 3.4120150034113728 Movie Vector: [1.90815554626781, -0.44898612923013426] User Vector: [2.0159715691217253, -0.7754063322854357] Predicted: 4.194934018451213 Movie Vector: [0.8788706102012945, -0.01634231897006819] User Vector: [2.18301534155063, -0.3720040530630017] Predicted: 1.9246674342007035 Movie Vector: [2.1618295218965513, 0.01996900496854794] User Vector: [2.3010165833426104, -0.28767582702645966] Predicted: 4.968660980224369 Movie Vector: [1.2128689424601844, -0.4162843537605902] User Vector: [2.3436973907942025, 1.1744290843432328] Predicted: 2.3537013234057933 Movie Vector: [1.8544367112730904, -0.6516583318647896] User Vector: [2.582178013444552, 0.2420934165016529] Predicted: 4.630723511220882 Movie Vector: [1.3935038693130717, 0.44608089646109234] User Vector: [2.196589602952356, -0.4548379831573104] Predicted: 2.8580615757356034 Movie Vector: [1.9636748476704908, 0.059724623888853974] User Vector: [1.8545500782408568, 0.2898489939836036] Predicted: 3.659044464537145 Movie Vector: [1.9416113974923137, -0.7857527706243113] User Vector: [2.145924773178907, -0.4173820860093365] Predicted: 4.494511128256065 Movie Vector: [1.445049725774968, 0.07641241003702184] User Vector: [1.810627450443962, -0.1084612090076859] Predicted: 2.60815891836887 Movie Vector: [1.178818030446407, -0.8766859456613099] User Vector: [2.06232738981706, -0.5773941556561676] Predicted: 2.9373020531705674 Movie Vector: [2.0004668137577077, -0.9767900407695193] User Vector: [1.5831132015954155, 0.2852013559982004] Predicted: 2.88838357806034 Movie Vector: [1.7857352337995152, 0.34738902228339935] User Vector: [1.6763163153756726, 0.10549657297305605] Predicted: 3.030105458698678 Movie Vector: [2.0167964044811635, -0.9749322455226771] User Vector: [1.8148731035975005, -0.6185261699498668] Predicted: 4.263250657708774 Movie Vector: [1.8979864321149056, -0.3875017308031784] User Vector: [1.7781868172941717, -0.6193869264986086] Predicted: 3.6149879590449965 Movie Vector: [1.8185984305953342, -0.2088129963386977] User Vector: [2.318565063154037, -0.41961923274898455] Predicted: 4.304160734396764 Movie Vector: [2.142500047307577, 0.06031833468230915] User Vector: [1.9518662109986578, -0.056208816594971546] Predicted: 4.178483027191213 Movie Vector: [2.0455373892504887, -0.5650316500452794] User Vector: [2.2770617401189934, -0.6781270726802695] Predicted: 5.040978185862088 Movie Vector: [1.5577931385800075, -1.4572701747119092] User Vector: [2.0901130959362844, 0.02908289549898363] Predicted: 3.2135822035008283 Movie Vector: [1.8100030950630654, -0.4844440868101895] User Vector: [1.8790620039329764, -0.30294714832723324] Predicted: 3.547868997557231 Movie Vector: [2.263218462794929, -0.21385657573767705] User Vector: [1.559577296160417, -0.5513739811544301] Predicted: 3.647579082386588 Movie Vector: [1.744378225067752, -1.0580792707445839] User Vector: [1.6750302474867178, -0.20544279213126757] Predicted: 3.1392610497236606 Movie Vector: [1.699368354988865, -0.4160993784770558] User Vector: [2.002177278179598, -0.17970437056813457] Predicted: 3.477211584519158 Movie Vector: [2.0195253037495102, -0.36553253588697376] User Vector: [1.9877698524267067, -0.3519191233344221] Predicted: 4.142989404585715 Movie Vector: [2.1173378965813634, -0.45088232931617245] User Vector: [1.7280158214846544, -0.5425991612309129] Predicted: 3.90344175842243 Movie Vector: [1.9374575893359522, -0.3995532135615614] User Vector: [1.9037100893271621, -0.46217778590106834] Predicted: 3.873022180055873 Movie Vector: [2.0075796033044564, 0.6664259678393935] User Vector: [1.9046805025639486, -0.7492197117610225] Predicted: 3.3244982562243734 Movie Vector: [1.7790122731940405, -0.09097896349555637] User Vector: [1.6764225571960534, 0.21793966490905264] Predicted: 2.962548379493123 Movie Vector: [1.1086226482191825, -2.085091981004217] User Vector: [1.7108234104155307, 0.3787214038610144] Predicted: 1.1069886176649781 Movie Vector: [2.0118550750887887, 0.6277020823701144] User Vector: [1.6424782294376274, -0.21863673161360808] Predicted: 3.167189429900481 Movie Vector: [1.6962140518211706, -0.8822056214088931] User Vector: [1.7336024572168511, -0.07469897456548072] Predicted: 3.0064607034780795 Movie Vector: [2.1430525551989694, 0.1621534089890413] User Vector: [1.7669843095208722, -0.5776727704438803] Predicted: 3.6930686305075726 Movie Vector: [1.8685330625108052, 0.07376864898390034] User Vector: [1.62856712712527, 0.2266954374857068] Predicted: 3.059754537705939 Movie Vector: [1.3969997335714326, -0.518635591121185] User Vector: [1.9799374394983351, -0.06416377023043382] Predicted: 2.7992496903693036 Movie Vector: [1.664289046531932, -0.3850165475508612] User Vector: [1.6805074354130036, -0.17388470200393083] Predicted: 2.863798605010794 Movie Vector: [1.7695255282463587, -0.3284838394083006] User Vector: [1.2813506140597082, -0.5608203969120434] Predicted: 2.4516030594089564 Movie Vector: [1.6933735094031381, -0.3573092629994935] User Vector: [2.0245106679767955, -0.08071156343652605] Predicted: 3.4570917239029995 Movie Vector: [1.7589242216732874, -0.6765772822091778] User Vector: [2.312797403154715, -0.48205406540212964] Predicted: 4.394182201679565 Movie Vector: [1.4815086903567818, -1.8323041526102855] User Vector: [1.7334483820886775, -0.5437560127581292] Predicted: 3.5644452425328104 Movie Vector: [1.883121566784158, -0.5498203246785844] User Vector: [1.4872192593129854, -0.5408661946163533] Predicted: 3.0979938884806777 Movie Vector: [1.7767883501606658, -0.0989742911353435] User Vector: [2.0355690093510033, -0.09560613799156537] Predicted: 3.6262378514988534 Movie Vector: [1.4209137555192404, -0.24603505261690967] User Vector: [1.9855283783498239, 0.11509087635905581] Predicted: 2.7929481949503487 Movie Vector: [1.7905762291536784, -0.4037614105721154] User Vector: [1.62583672889002, -0.1657608227691035] Predicted: 2.978112422854291 Movie Vector: [1.7211473391011698, -0.8287330251263894] User Vector: [2.006002498731052, -0.09395916387127091] Predicted: 3.5304929250346326 Movie Vector: [1.2004599237260487, 0.42735378094582127] User Vector: [2.327721017927253, -0.7142032263708066] Predicted: 2.489118346483202 Movie Vector: [1.9818965217804065, -0.1118495354116912] User Vector: [2.0744301458332512, -0.4472009060470371] Predicted: 4.16132510428039 Movie Vector: [2.0544568435980595, -0.28782584069408584] User Vector: [2.20184533504801, -0.45315554672034203] Predicted: 4.654026093333817 Movie Vector: [2.0554831324812874, 0.9687318242833517] User Vector: [1.7294763236627997, 0.1958628773959325] Predicted: 3.7446480138437805 Movie Vector: [1.69742029793816, -0.4012973887055756] User Vector: [2.0055638935217592, -0.5948106933186034] Predicted: 3.6429808396786294 Movie Vector: [1.6404932499131841, 0.18685365937550316] User Vector: [1.8757549054381357, -0.6605323302727217] Predicted: 2.9537403778155182 Movie Vector: [2.316135967497679, 0.1066758624634202] User Vector: [1.6579358537739655, -0.17418566416425765] Predicted: 3.821423456776368 Movie Vector: [2.3401886211910177, 0.06100721606726119] User Vector: [1.7569236831153305, -0.4706894575649163] Predicted: 4.082817358089264 Movie Vector: [1.9335673608576376, -0.36564053563142435] User Vector: [1.9086047790008298, -0.19471520684338092] Predicted: 3.7616116779787068 Movie Vector: [2.2143232014480616, 0.2546893616162361] User Vector: [1.9786646602753235, 0.016576656315144565] Predicted: 4.385624963147632 Movie Vector: [1.8659472227084153, 0.07340870184048386] User Vector: [2.09897659062914, -0.046216405074161436] Predicted: 3.9131868535141945 Movie Vector: [1.7896933221838012, -0.7088980306039699] User Vector: [1.802239540255239, -0.008477296940353827] Predicted: 3.231465609276267 Movie Vector: [1.8081452003895697, -0.016859392785287176] User Vector: [2.0015294806045776, -0.6923022353431225] Predicted: 3.6307277191051774 Movie Vector: [2.0581984797830417, -0.23074843249163468] User Vector: [1.9789731502064685, -0.017379491746184736] Predicted: 4.077129819764344 Movie Vector: [1.6766413301897538, -0.18312127411701135] User Vector: [2.3411122501249957, -0.4929454852673338] Predicted: 4.015474362505484 Movie Vector: [2.249604686501709, -0.1522356593676412] User Vector: [2.0117070886672646, -0.5466163926964777] Predicted: 4.608760201497897 Movie Vector: [2.016064722892013, -0.14050590054177475] User Vector: [1.8200213793128825, -0.5165638061822897] Predicted: 3.741861160516895 Movie Vector: [1.6651010371769035, -0.5298613308137106] User Vector: [1.9318943252680443, -0.38526902795108015] Predicted: 3.420938404591459 Movie Vector: [1.774495740339488, -0.3845295103633716] User Vector: [1.6521772873062655, -0.242327752640105] Predicted: 3.0249637306807746 Movie Vector: [1.8366443011123814, 0.06280046383853151] User Vector: [1.7223384378340065, 0.11444951281632199] Predicted: 3.1705105589255886 Movie Vector: [2.005029423101515, -0.43435985742500866] User Vector: [1.6973148930956008, -0.08514682415750406] Predicted: 3.440150663326328 Movie Vector: [2.4278665026582167, -0.19328167124227996] User Vector: [1.8789056564988866, -0.1950565695882932] Predicted: 4.599432964825504 Movie Vector: [2.331907684702524, -0.19930686256014876] User Vector: [2.015334553299434, -0.004690120953862127] Predicted: 4.700508905377821 Movie Vector: [1.974232136125898, -0.5365781837678553] User Vector: [1.7380712278224562, 0.2578599866650985] Predicted: 3.292994029531728 Movie Vector: [2.005157139698155, 0.0878578664641563] User Vector: [1.9532755591639517, -0.7755081962741197] Predicted: 3.848489937705393 Movie Vector: [1.1327389378859043, -0.7551861280471197] User Vector: [2.1457459627219295, -0.31672550330792115] Predicted: 2.6697567092834897 Movie Vector: [2.1762455713357447, -0.3661786888826118] User Vector: [1.8527119745373024, -0.2958946101504606] Predicted: 4.140306529939835 Movie Vector: [1.6649439207085008, -0.4853241468897285] User Vector: [1.6557647947531617, -0.3111383913166355] Predicted: 2.9077585034778237 Movie Vector: [1.4889290196700413, -1.028738852966414] User Vector: [1.6925304230014422, -0.22946631356268138] Predicted: 2.756118575690162 Movie Vector: [1.3729929409225141, -0.34848330301101865] User Vector: [1.8886397075143884, -1.3802074151325252] Predicted: 3.0740682252289 Movie Vector: [2.1066385622053225, -0.3349757303312181] User Vector: [1.6787728047305543, -0.596695939971048] Predicted: 3.736446185904446 Movie Vector: [1.2089071987841984, -0.5810868840863362] User Vector: [1.8390418455733568, -0.15427033319988223] Predicted: 2.3128753932050894 Movie Vector: [1.8746565852232095, 0.12654571581419247] User Vector: [2.292046591625741, -0.6714570115268473] Predicted: 4.211830228467484 Movie Vector: [1.5040993773653495, 0.17483462605409142] User Vector: [1.8777714210569523, -0.6603026473267031] Predicted: 2.7089110588183187 Movie Vector: [1.0011868165587483, -0.6692889562564862] User Vector: [1.535938578065022, -0.5664506441371165] Predicted: 1.916880615788035 Movie Vector: [1.8385951723475031, -0.3227893182131732] User Vector: [1.8719348533890823, -0.30436018637767176] Predicted: 3.539974601442281 Movie Vector: [1.9944429517616615, -0.6769446246623928] User Vector: [1.8080658087178259, -0.7232632895127027] Predicted: 4.095693304569781 Movie Vector: [2.0540143548917675, 0.08977118466262027] User Vector: [2.0532971521923944, -0.3958026045568392] Predicted: 4.181970156757946 Movie Vector: [1.8603497913377864, -0.7657685126783311] User Vector: [2.0277251009152937, -0.20685524558345353] Predicted: 3.9306812021283104 Movie Vector: [1.4873872362360963, -0.15195804878806457] User Vector: [1.9530946073828548, -0.9779976587503123] Predicted: 3.053622606125801
avg loss: 0.9466194804831236: 24%|██████████▋ | 16627/70000 [00:23<01:13, 727.27it/s]
Movie Vector: [0.9995280563722478, -1.9647095324938193] User Vector: [1.8207500434154749, 0.16904847981884769] Predicted: 1.4877595922810762 Movie Vector: [1.9568294898874639, -0.44600551094919827] User Vector: [1.6363062513995132, -0.08553429965197976] Predicted: 3.2401210962457405 Movie Vector: [1.7625721473809821, -0.4581373154705598] User Vector: [2.034774290628354, 0.12551165749319668] Predicted: 3.5289349170442392 Movie Vector: [2.277563489151605, -0.3587147206920842] User Vector: [2.015124686676316, 0.1753444501087209] Predicted: 4.526675777016388 Movie Vector: [1.586706013125961, -0.3436190829917456] User Vector: [2.139670725416579, 0.3720037870304482] Predicted: 3.2672008059592135 Movie Vector: [2.0984477600789067, -0.12120602907775781] User Vector: [1.7674219581059611, -0.5466575840663516] Predicted: 3.7751008441316527 Movie Vector: [2.0757324709453244, -0.34811577207893807] User Vector: [2.100747454563035, -0.19902303553335793] Predicted: 4.429872762368418 Movie Vector: [1.8977688987498802, 0.283351016605108] User Vector: [1.3694325969506318, 0.47009859145751404] Predicted: 2.732069505221305 Movie Vector: [1.1762792730177096, -0.21347260740972776] User Vector: [1.5264515478274703, -0.3844599529374865] Predicted: 1.8776049855734407 Movie Vector: [1.4674579072220226, 0.5356845941425256] User Vector: [1.5405933366271292, -0.22013091997928294] Predicted: 2.142835131119717 Movie Vector: [2.1995304298165617, -0.0407788337425314] User Vector: [1.8987332841091964, 0.04208136565972202] Predicted: 4.174605607489816 Movie Vector: [1.6916755694527412, -0.6432573751392672] User Vector: [1.9436804981097129, -0.36347406829939627] Predicted: 3.521884188579397 Movie Vector: [2.245819905650477, -0.38684861874854687] User Vector: [1.7156049966481686, -0.6074978503150877] Predicted: 4.08794955599298 Movie Vector: [2.1217715539064805, -0.45227450334368047] User Vector: [1.7737847894023953, -0.7284425452995736] Predicted: 4.09302209929577 Movie Vector: [1.7736394617266094, -0.6296583300046059] User Vector: [2.0050644331582284, -0.3886437431982571] Predicted: 3.8009741722628827 Movie Vector: [1.5171621223321712, 0.3728675239745925] User Vector: [2.1974412447836746, 0.5027502012593651] Predicted: 3.521333845357556 Movie Vector: [2.3449062980516615, -0.49516013636848366] User Vector: [2.1006813764582883, -0.1723554732341391] Predicted: 5.011244549487344 Movie Vector: [1.9113110619370102, -0.6983810264202603] User Vector: [1.8273933182586994, -0.2862194117026728] Predicted: 3.692607270223947 Movie Vector: [1.4716070194740287, -0.9402578565620259] User Vector: [1.821182485879979, -0.6598471719785151] Predicted: 3.300491417547171 Movie Vector: [1.467155205661933, 0.5796776372660248] User Vector: [1.9911596541545606, -0.8972381476164586] Predicted: 2.4012313624216244 Movie Vector: [1.5571507834464509, 0.12185456586261716] User Vector: [1.6230515296820176, -0.18146158259529094] Predicted: 2.5052240386504216 Movie Vector: [1.9911563358887716, 0.6728861776555751] User Vector: [1.9219764459909077, -0.2731832043292041] Predicted: 3.6431343757029993 Movie Vector: [2.1601861030925624, -0.11782776784090943] User Vector: [1.9676145622520562, 0.6309662833289003] Predicted: 4.176068284871929 Movie Vector: [1.843092282154532, 0.14623030731726386] User Vector: [2.025019204159666, 0.1254620876170051] Predicted: 3.750643626030293 Movie Vector: [1.2894169650711003, 0.08834978801806975] User Vector: [1.8509775428796889, -0.480906719128731] Predicted: 2.344193839063202 Movie Vector: [1.556364273076317, -0.9994362193541966] User Vector: [1.8728428871130067, -0.7747089530924532] Predicted: 3.6890979457663544 Movie Vector: [1.9033520873342582, -0.4978430488469904] User Vector: [1.929582487528309, -1.0429420807968475] Predicted: 4.191896320595363 Movie Vector: [2.0239370053131993, -0.4680722159728555] User Vector: [2.489645561405416, -0.8915046895692491] Predicted: 5.456174357439047 Movie Vector: [2.038519041733801, 0.1459530294619225] User Vector: [1.873447070033844, -0.47936712564213035] Predicted: 3.7490924417324654 Movie Vector: [1.7759276241553494, -0.5917696589623778] User Vector: [1.7211588143746201, -0.06449637529697874] Predicted: 3.0948204820201597 Movie Vector: [2.197541800191154, -0.2505444499042587] User Vector: [2.0817194964569223, 0.39797261427028147] Predicted: 4.474955780017661 Movie Vector: [2.3680578676548563, 0.1012208560812606] User Vector: [2.1204116607491708, -0.407057157547953] Predicted: 4.980054841943166 Movie Vector: [2.113446953645483, -0.4374670209477956] User Vector: [2.1695727084894636, -0.006990825327520242] Predicted: 4.588335086999433 Movie Vector: [1.943880823266433, -0.4011126295949993] User Vector: [1.6638270169165204, -0.3204380519367662] Predicted: 3.3628131810512745 Movie Vector: [1.8381183904877574, 1.5200678765790565] User Vector: [1.6196435718483093, -0.2241426947244538] Predicted: 2.6363845254291487 Movie Vector: [2.067218019755797, 0.9700607981213021] User Vector: [1.8235780354912186, 0.07132852282947708] Predicted: 3.838926379183099 Movie Vector: [1.8270170464277449, -0.190634850275682] User Vector: [1.630419355362762, -0.3677918256282179] Predicted: 3.0489178946847564 Movie Vector: [2.091624133839548, -0.27820264784515036] User Vector: [1.8404011480021685, 0.5642478561682778] Predicted: 3.692452209480381 Movie Vector: [1.887433280913455, -0.3517302864698402] User Vector: [2.099980740190886, -0.17220752397492992] Predicted: 4.024144140053513 Movie Vector: [2.30290810512269, -0.3565093793650438] User Vector: [1.856584798534276, 1.4427815443706007] Predicted: 3.7611790274492587 Movie Vector: [1.842783898437067, -0.9015356193648147] User Vector: [1.4913981183507174, -0.6618669365408545] Predicted: 3.3450210572274934 Movie Vector: [1.7141959871414714, -0.5836861583375594] User Vector: [1.6937991175166056, 0.23073288163477923] Predicted: 2.768828060987172 Movie Vector: [1.9837627132883409, -0.520076392508283] User Vector: [2.0511869691645708, -1.1608828316316477] Predicted: 4.672815982611386 Movie Vector: [1.7970604129222307, -0.39419414789814555] User Vector: [1.683164436843939, -0.35742844364748716] Predicted: 3.165644378668964 Movie Vector: [1.0968258492623284, -0.4230952808769975] User Vector: [1.7802791553950479, -0.5137940454212869] Predicted: 2.1700400325006424 Movie Vector: [1.5015708987245475, -1.838597357843218] User Vector: [1.8812077105032978, -0.20075632713527855] Predicted: 3.193876805189217 Movie Vector: [1.9970086498260946, -0.018508797558311654] User Vector: [1.9197028646123293, -0.7934896510577256] Predicted: 3.8483497650427965 Movie Vector: [2.1586828420877295, -0.37721606260368606] User Vector: [2.1461387561432557, -0.017749135938800457] Predicted: 4.6395281687994 Movie Vector: [1.8488627017812107, -0.057785616352550195] User Vector: [1.9273852228062534, -0.5366130030297555] Predicted: 3.5944791635336175 Movie Vector: [1.3167769002009566, -0.40981520548929573] User Vector: [1.8224611164113422, -0.016031906267314044] Predicted: 2.406344818566226 Movie Vector: [1.336027683309662, -0.12855600400757625] User Vector: [1.8875869520864494, 0.27852593817560484] Predicted: 2.4860622410172883 Movie Vector: [1.5660042524948, 0.5304188872055007] User Vector: [2.1668156469065023, -0.021362290761050864] Predicted: 3.3819115549342165 Movie Vector: [2.3511381999617034, -0.1988421728887158] User Vector: [1.9657631029373657, 0.3219859470110306] Predicted: 4.5577563380479855 Movie Vector: [1.7512785168553888, -0.30455024753745535] User Vector: [1.9509752849812025, -0.9777811394142161] Predicted: 3.7144845915494544 Movie Vector: [1.927917146658122, 0.26250315576002564] User Vector: [1.613626709380287, -0.5892765258426206] Predicted: 2.9562516536707855 Movie Vector: [2.0865758910519148, -0.38906261804741127] User Vector: [2.216738243729082, 0.5074927558690556] Predicted: 4.427946115899355 Movie Vector: [2.2083302011244736, -0.21810878353470467] User Vector: [1.8239093590628188, -0.37297517806702124] Predicted: 4.109143284108842 Movie Vector: [1.7826477059065609, -0.48003378149881654] User Vector: [1.7685402202049163, -0.7273246186666739] Predicted: 3.501824553427526 Movie Vector: [2.4478653626889133, -0.19535783138356827] User Vector: [2.107360263164758, -0.19432801313177359] Predicted: 5.196497694130505 Movie Vector: [1.824897747877367, -0.190156776533285] User Vector: [2.0845668107946738, -0.76013698164856] Predicted: 3.9486664764731363 Movie Vector: [1.9589846455751865, -0.6647462438282771] User Vector: [1.8704032972454996, -0.738754644452246] Predicted: 4.15517571534746 Movie Vector: [1.791577809439027, -0.9002926712636657] User Vector: [1.8425481697040895, -0.20903042422774284] Predicted: 3.4892569726677127 Movie Vector: [0.48656997343087643, 0.08539485805950202] User Vector: [2.17059796463164, -0.4872440050434445] Predicted: 1.0145396613289033 Movie Vector: [1.8011554976917847, -0.4488901225273464] User Vector: [1.0161392512478271, -0.2780597441717193] Predicted: 1.9550430714366034 Movie Vector: [1.2723009441198538, 0.3176090843037719] User Vector: [1.9214399810795912, -0.1510737219272706] Predicted: 2.396667515513515 Movie Vector: [1.068149638141695, -0.8795067835422327] User Vector: [2.035360286528387, -0.09323864588973522] Predicted: 2.256073375091588 Movie Vector: [1.8746609009623008, 0.5877037803536123] User Vector: [1.0841201753749163, -0.42947412217898784] Predicted: 1.7799541395511078 Movie Vector: [1.6250052109043696, -0.47781917640171195] User Vector: [1.8027529069165258, -0.9367661261788771] Predicted: 3.3770876866041672 Movie Vector: [2.04641352261401, -0.15431187587024126] User Vector: [2.224251180585044, -0.9677437508772185] Predicted: 4.701072047198978 Movie Vector: [1.8397534798269466, -0.11537162248987845] User Vector: [2.2405061061761393, -0.9689694699376014] Predicted: 4.2337704853009335 Movie Vector: [2.1566092930017384, -0.5360001953698023] User Vector: [1.7160300232447772, -0.35311875568028595] Predicted: 3.89007801723305 Movie Vector: [1.685225069401594, -0.32649053064308176] User Vector: [2.185995280779179, -0.4803122921393213] Predicted: 3.8407114638976108 Movie Vector: [2.015399857874169, -0.14173365698458848] User Vector: [1.9264336950494643, -0.3408173257456325] Predicted: 3.9308394811483365 Movie Vector: [2.211538576773473, -0.38217333636237616] User Vector: [1.8875624290639155, -0.10069914049651607] Predicted: 4.212901654435468 Movie Vector: [2.187459387901564, -0.14667244493052314] User Vector: [2.039878368901159, 0.07607602162727846] Predicted: 4.450992832137509 Movie Vector: [1.97140449904078, 0.0633857625770031] User Vector: [1.7583169858880077, -0.9181982347875509] Predicted: 3.4081533214105746 Movie Vector: [1.7622012982062738, -0.7191178674213807] User Vector: [1.7420709843031978, -0.8706588721687472] Predicted: 3.6959861015120707 Movie Vector: [1.2858816750678952, -0.9167836086720335] User Vector: [2.026492726357157, 0.04797213393999801] Predicted: 2.561849795411837 Movie Vector: [1.8090903319263412, -0.3505225021659125] User Vector: [1.9998068299370924, -0.5300295474312872] Predicted: 3.8036184849469397 Movie Vector: [1.8965698228127668, 0.14638398298115543] User Vector: [1.9301684033554287, 0.6106903872143891] Predicted: 3.750094437999353 Movie Vector: [1.7365879332546768, -0.021876587852347456] User Vector: [1.8295676206802725, -0.4356283321162384] Predicted: 3.186735114625343 Movie Vector: [1.1373003692592873, -0.8223810551891586] User Vector: [1.526622203407805, -0.2547840017100072] Predicted: 1.9457575318267155 Movie Vector: [2.1621551540013475, 0.6911369384866166] User Vector: [2.0926110970440135, -0.487129659379398] Predicted: 4.187876567364622 Movie Vector: [1.5747712129499811, -0.017752478814528364] User Vector: [1.9673351211621208, -0.266830454732435] Predicted: 3.1028396170262798 Movie Vector: [1.727181720610305, -0.4185957525078942] User Vector: [1.760226725604244, -0.9496783905252488] Predicted: 3.4377627651157843 Movie Vector: [2.318539329077026, -0.20457977336069924] User Vector: [2.3313080617247506, -0.6688067283353768] Predicted: 5.542053758208127 Movie Vector: [2.1207527706568787, 0.035369097232434074] User Vector: [1.638886612848113, -0.5941298612730604] Predicted: 3.4546594881580432 Movie Vector: [1.5429721217017276, -0.02108395865985428] User Vector: [1.9605148416726155, -0.17199244609227315] Predicted: 3.028646026506539 Movie Vector: [1.5336922261015546, -0.1912527890497391] User Vector: [1.7716369688985418, -0.3653826947251507] Predicted: 2.78702630611051 Movie Vector: [1.485033877193904, -0.6843038397449961] User Vector: [2.0268667150062547, 0.5425721142969543] Predicted: 2.6386815551890432 Movie Vector: [1.8910450692432061, -0.14484580929245233] User Vector: [2.1074841973373144, -0.5181449348451055] Predicted: 4.060398722301128 Movie Vector: [2.150365511044458, 0.33597371804304804] User Vector: [2.0106071203694276, -0.4224563790763618] Predicted: 4.1816059675135415 Movie Vector: [2.009459396016362, -0.36965398503828073] User Vector: [1.9528154821768404, -0.34951218819451585] Predicted: 4.053301992532027 Movie Vector: [1.9606756433794548, 0.1666665698873083] User Vector: [1.8529101694332015, -0.4133545566486071] Predicted: 3.5640634524738646 Movie Vector: [1.790707957351316, 0.12720731195998267] User Vector: [1.9179197246976427, -0.26990725756721107] Predicted: 3.4000999358634987 Movie Vector: [1.123773416154774, -0.6703916748942694] User Vector: [1.7333112611352801, -0.07454752267777918] Predicted: 1.9978251557727082 Movie Vector: [1.493412606930042, -0.5410400189657905] User Vector: [2.4891229919377995, -0.5450708945534906] Predicted: 4.012192823486256 Movie Vector: [2.3479459031753973, -0.19934418697578937] User Vector: [2.0407412016185154, 0.44203685853317326] Predicted: 4.703432465603803 Movie Vector: [1.2231545497408267, -0.15641056816317273] User Vector: [1.9391727315490714, -0.08672808398086465] Predicted: 2.385473138218744 Movie Vector: [1.5509072747829353, -1.1427629037203582] User Vector: [1.7304707351332882, -0.17084487539526005] Predicted: 2.8790348378096207 Movie Vector: [2.0577090205873065, -0.36360610070990956] User Vector: [2.0643966747838216, -0.48840690631152983] Predicted: 4.425515390536836 Movie Vector: [1.7961552198804132, -0.684337302183363] User Vector: [1.5002661559417303, -0.5670965478132766] Predicted: 3.082796208812697 Movie Vector: [2.0894114159375134, -0.10393580679869556] User Vector: [1.9986356802720193, -0.054892104138376856] Predicted: 4.181677461790896 Movie Vector: [2.0795294391225054, -0.43735773149248214] User Vector: [2.0936241792263215, 0.8557761673270238] Predicted: 3.9794727919523507 Movie Vector: [1.1766524038794073, -1.341906434867666] User Vector: [1.7015188191911637, -0.15059468233278372] Predicted: 2.2041801821265476 Movie Vector: [1.788947277315519, -0.309842074747366] User Vector: [1.746835054005098, -1.401411848469392] Predicted: 3.5592121684870257 Movie Vector: [1.9226595738409546, 0.11248319919721286] User Vector: [1.7278146238038345, -0.10639111860387833] Predicted: 3.3100321148921155 Movie Vector: [1.2005280864451284, -0.5606731332498736] User Vector: [1.927229926057544, -0.3817478738004445] Predicted: 2.5277294317848225 Movie Vector: [1.6400279700119842, -0.4213772651022028] User Vector: [2.274834406814157, -0.6775118241792906] Predicted: 4.0162801338679115 Movie Vector: [2.106664214582751, -0.27359151547047084] User Vector: [1.7517738008972115, -0.4708237116905696] Predicted: 3.8192125511946196 Movie Vector: [2.3279155441795027, -0.29168358176043757] User Vector: [1.9115677907155444, -0.1672961990244551] Predicted: 4.4987659283059465 Movie Vector: [2.0009727926380707, -0.681330334917258] User Vector: [1.8609144068759405, 0.09009991278839447] Predicted: 3.662251293830837 Movie Vector: [2.0640810355759713, -0.16199878884649205] User Vector: [1.7654018369218518, 0.2438201676286583] Predicted: 3.6044338799091866 Movie Vector: [1.4288464766292748, -0.2393223288098218] User Vector: [1.6540047055849, -1.0486013234326532] Predicted: 2.614272506620189 Movie Vector: [1.68071699459236, -0.23018820032207443] User Vector: [1.891952812529949, -0.989091976673807] Predicted: 3.4075145470494452 Movie Vector: [1.915555196579332, -0.6099371625660898] User Vector: [1.7460962774544104, -0.6761570494355907] Predicted: 3.7571571101874266 Movie Vector: [1.796314214646786, -0.022328957867198726] User Vector: [2.3505541364592943, -0.5041695244507244] Predicted: 4.233591387688017 Movie Vector: [1.9200075008055142, -0.25332314275837803] User Vector: [1.8770250456502917, -0.12193901286666123] Predicted: 3.6347921408126096 Movie Vector: [1.9789725687230748, -1.4965568720885534] User Vector: [1.7628203463075323, 0.11583371259178565] Predicted: 3.3152213703307503 Movie Vector: [2.3533753654130347, -0.2939117691890496] User Vector: [1.8557537929317025, -0.7251977330458089] Predicted: 4.580429409288652 Movie Vector: [1.5404972377923436, -0.7220594384048975] User Vector: [1.7981077520991722, -0.29080821717416205] Predicted: 2.9799608433380795 Movie Vector: [1.507308308514065, -0.8046999158635244] User Vector: [1.8740524764887687, 0.035666415876590515] Predicted: 2.796074106547835 Movie Vector: [1.6349886524917603, -0.006879757189508088] User Vector: [2.1614212188277406, -0.3716025172313104] Predicted: 3.536455701127827 Movie Vector: [1.649916403655444, -0.47462730608761444] User Vector: [1.839862207964643, -0.3103792999476243] Predicted: 3.182933328386089 Movie Vector: [1.2329886072823366, 0.28135016754644526] User Vector: [1.8513996438832148, -0.35393261293180145] Predicted: 2.1831756684860655 Movie Vector: [1.3661094312349595, -1.2140095200331775] User Vector: [1.2677636061158868, -0.12902335349972108] Predicted: 1.8885393983466228 Movie Vector: [1.48459727686137, -0.24234364615764376] User Vector: [2.5510983650130883, 0.25301496034764787] Predicted: 3.7260371176808436 Movie Vector: [1.6493133828337974, -0.37652177142667365] User Vector: [1.7472278988811116, -0.15160918205883994] Predicted: 2.9388105142785377 Movie Vector: [1.7196115835463328, -0.5343470016139195] User Vector: [1.9470280694881785, -0.2070434406736733] Predicted: 3.4587650635095324 Movie Vector: [1.412728096108795, -0.38499306918033255] User Vector: [1.9447563558637542, -0.689665840100152] Predicted: 3.0129285125038696 Movie Vector: [2.103360301362982, -0.20882609614113373] User Vector: [1.8877655888277813, -0.05087616633017852] Predicted: 3.9812754690208276 Movie Vector: [1.792854536819469, -0.6830896529166819] User Vector: [2.100044934042815, -0.5390277370276106] Predicted: 4.133279357322059 Movie Vector: [2.1336624360128598, -0.45374551965341364] User Vector: [1.749909567111819, -0.1522213801305428] Predicted: 3.8027860789957058 Movie Vector: [1.9963728953421667, -0.37204793478111436] User Vector: [1.7960207303764966, -0.3765827106690698] Predicted: 3.7256339253749804 Movie Vector: [1.8060588328978553, -0.48966177232252955] User Vector: [1.3845928341231393, -0.3604452936458383] Predicted: 2.6771523993471065 Movie Vector: [1.681930404197284, -0.705618218792903] User Vector: [1.287721760791919, -0.48053385758993056] Predicted: 2.50493182628468 Movie Vector: [1.8289374024552654, 0.350107889060738] User Vector: [1.905617826935201, -0.24289574230226624] Predicted: 3.4002160028680266 Movie Vector: [1.8321609044844833, 0.18830125053396612] User Vector: [2.2918026746436784, -0.19422107582175452] Predicted: 4.162379189817831 Movie Vector: [2.031526245418842, -0.1978360733316916]
avg loss: 0.9315425629139418: 78%|███████████████████████████████████▏ | 54825/70000 [01:17<00:22, 673.33it/s]
Movie Vector: [2.1305402957215143, -0.372757896697236] User Vector: [1.6401855421130316, -0.7785517774351957] Predicted: 3.7846927129582886 Movie Vector: [2.3971890335792962, -0.1320342244518722] User Vector: [1.9259152574851086, -0.3352743615958174] Predicted: 4.66105062515825 Movie Vector: [2.2435700252596726, -0.32847776453929706] User Vector: [2.166826700672992, -1.529669369090064] Predicted: 5.363889810405179 Movie Vector: [1.3743582324466685, -0.46672846554289754] User Vector: [2.1444108242909206, 0.32073699549642276] Predicted: 2.7974915843610884 Movie Vector: [-0.23763807298422135, -1.624175963987243] User Vector: [1.6325379436992655, -0.8233639973166463] Predicted: 0.9493348430398372 Movie Vector: [1.8068784638283133, -0.4231079733286872] User Vector: [2.136342825670306, 0.00810103191184208] Predicted: 3.8566842318637096 Movie Vector: [1.8739113008180286, -1.7233253150452374] User Vector: [1.6645110454406398, -0.24110374935054793] Predicted: 3.534646253195767 Movie Vector: [2.079536048932409, -0.26731690644943484] User Vector: [1.8730885299338544, -0.6237618109762428] Predicted: 4.061897198510728 Movie Vector: [1.6304347014353135, -0.71941605353088] User Vector: [1.737476378694448, -0.3082056478566878] Predicted: 3.0545698716045786 Movie Vector: [1.5237470119403893, 0.23351602356218937] User Vector: [1.7773517673194126, -0.954664152400009] Predicted: 2.4853050679141067 Movie Vector: [1.2180011517445408, -0.6368296594569626] User Vector: [1.4701490489537279, -0.8562113254242731] Predicted: 2.3359040016549164 Movie Vector: [1.6126976533868, -0.3661040263050218] User Vector: [1.9004904706886665, -0.6755512797799604] Predicted: 3.3122385658665414 Movie Vector: [1.7697292282838022, -1.1383639880833987] User Vector: [1.7456076454505562, -0.14733613635026827] Predicted: 3.2569750230340087 Movie Vector: [1.4428939077235305, -0.8256713784958258] User Vector: [1.3562594094180296, -1.5137941076984194] Predicted: 3.2068349068042012 Movie Vector: [1.8312362855802642, -1.6145713264878085] User Vector: [2.0472948871604477, 0.21542665003779896] Predicted: 3.4012589925388106 Movie Vector: [1.827450728726506, 0.11117472044726524] User Vector: [2.053279558631921, -0.3421899239375511] Predicted: 3.714224356567515 Movie Vector: [2.2492346638964333, -0.12722332262484473] User Vector: [1.9565736353925436, -0.18506336430231277] Predicted: 4.424337619293443 Movie Vector: [1.0864025875824708, -0.2282086955207603] User Vector: [1.670730893365066, -0.7789253905328841] Predicted: 1.992843912987289 Movie Vector: [1.9989872062054583, -0.7066978452801339] User Vector: [2.0001700306093477, -0.34752544419563286] Predicted: 4.243909784016742 Movie Vector: [1.5503605498148796, -0.3560316449305149] User Vector: [2.1015621588721562, 1.1682591492033207] Predicted: 2.8422418375031997 Movie Vector: [1.6720892808854593, -0.6070867729357915] User Vector: [1.7558084475091351, -1.2725220432826547] Predicted: 3.708399785114291 Movie Vector: [1.5077413103001458, -0.8989798000575333] User Vector: [2.12412805423283, -1.2175760571409742] Predicted: 4.297211896137739 Movie Vector: [1.8176292108029495, -0.38449773068443144] User Vector: [1.7668629772853486, -0.19964405496216156] Predicted: 3.2882644450777065 Movie Vector: [1.590318315352299, -0.7271515232946674] User Vector: [1.4534373540771341, -0.7888376978575692] Predicted: 2.885032578035441 Movie Vector: [1.7646624240552193, -0.13397508085487686] User Vector: [2.093334437969525, -0.650351330761039] Predicted: 3.7811594957883594 Movie Vector: [1.8731102460512712, -0.2881707710379906] User Vector: [2.098755604171529, -0.8095429859176513] Predicted: 4.1644872525715035 Movie Vector: [1.3787727387054443, -0.2984278365583964] User Vector: [2.0447006173012605, 0.15547205947997703] Predicted: 2.7727802795932837 Movie Vector: [1.539993595321106, -0.28696453955649504] User Vector: [2.0117398725276274, -0.36900841546906143] Predicted: 3.2039588491821953 Movie Vector: [2.3814520526460403, -0.2791115298921745] User Vector: [1.7677940969450945, -0.661706427307439] Predicted: 4.394606774090713 Movie Vector: [1.6184670441392992, -0.7794444070325154] User Vector: [1.9728706135881098, -0.32495256638746095] Predicted: 3.446308530864802 Movie Vector: [1.6894055122261622, -0.294032094856965] User Vector: [1.9742584687945015, 0.32567585888155914] Predicted: 3.2395639847093274 Movie Vector: [1.7453372532886298, -0.4747329026655231] User Vector: [1.956378344269032, -1.0126455264587861] Predicted: 3.895276155926906 Movie Vector: [2.23315301932663, 0.5256952447870231] User Vector: [1.4532364780237117, 0.295337598879729] Predicted: 3.40055700003214 Movie Vector: [1.4096766667901923, -0.4465034802693181] User Vector: [1.5544242581888175, -0.20623255083634895] Predicted: 2.2833191587546784 Movie Vector: [1.4287459498315176, 0.4720378289922894] User Vector: [1.9639333161697092, -0.05421963087675399] Predicted: 2.7803680543688274 Movie Vector: [1.8957486501897485, -0.5564252994618266] User Vector: [1.746051939479661, -0.4101684537065861] Predicted: 3.5383037121132412 Movie Vector: [1.8305855919776606, -0.39188545768008737] User Vector: [1.5186202491003256, -0.7957427414260932] Predicted: 3.091804356107954 Movie Vector: [1.2697662326194206, -1.0252689312010657] User Vector: [2.4138419502114976, -0.66813003653288] Predicted: 3.750027967718163 Movie Vector: [1.482812025183137, -0.4838028465924115] User Vector: [2.099990333819242, -0.5422302480505503] Predicted: 3.376223457270888 Movie Vector: [2.1310600427496627, 0.053003469906307776] User Vector: [2.086388187564769, 0.0411769677940574] Predicted: 4.448401022357473 Movie Vector: [2.0713321005467913, -0.32991158014318467] User Vector: [2.1320193322789973, -0.4830700668633322] Predicted: 4.575490491014579 Movie Vector: [1.9411493197789087, 0.15750861241308398] User Vector: [1.5860731590073391, -0.33947031511028725] Predicted: 3.0253353354382275 Movie Vector: [1.8542451470312613, -0.517999113158108] User Vector: [1.9132320541147714, -0.4827336490007498] Predicted: 3.797656853560932 Movie Vector: [1.389727120731361, -1.1444683996682357] User Vector: [2.184349731493244, -0.16971329811185823] Predicted: 3.229881569710924 Movie Vector: [1.871029018276073, 0.12411988076114498] User Vector: [2.0060457244489167, -0.6432205636835334] Predicted: 3.6735333027650534 Movie Vector: [1.3025744430548358, -0.8085649321648991] User Vector: [2.0117191032786703, -0.3513011048251463] Predicted: 2.9044636445283865 Movie Vector: [2.296266625955992, -0.3296884873911978] User Vector: [1.7959210627837978, -0.04730299874034852] Predicted: 4.139508853425624 Movie Vector: [1.9311085968722557, 0.10801546340093325] User Vector: [2.048200996664778, -0.026378758985009486] Predicted: 3.952449238905967 Movie Vector: [1.593440772858718, 0.3303567503515244] User Vector: [1.7996292187216876, 0.29192506499427] Predicted: 2.9640419889566814 Movie Vector: [2.1553128733510216, -0.25591627357576874] User Vector: [1.916713303510919, -0.26093953219706917] Predicted: 4.197895530288726 Movie Vector: [1.8360232950203434, -0.8674200842099065] User Vector: [2.086837329326451, -0.4234091915009714] Predicted: 4.198755586108425 Movie Vector: [1.9011909527757507, -0.6465516926313689] User Vector: [2.2279898884798457, -0.4193207536858604] Predicted: 4.506946761904791 Movie Vector: [1.429283884584681, -0.5982751488197572] User Vector: [1.7671248288978014, 0.009121737655377646] Predicted: 2.5202657310398235 Movie Vector: [2.011771302299682, 0.20293521600429285] User Vector: [1.874748371467281, 0.09508665789042876] Predicted: 3.790861404209061 Movie Vector: [1.8497281023220873, -0.8604918118325703] User Vector: [2.1551232989566245, -0.2896363707719656] Predicted: 4.235621855507332 Movie Vector: [1.6659202172509904, 0.041548763651273336] User Vector: [1.8791170762150133, 0.12534771003015366] Predicted: 3.1356671702264323 Movie Vector: [1.5359808835093796, -0.5700840638207416] User Vector: [1.8835189334227136, -0.3378598272298146] Predicted: 3.08565757877421 Movie Vector: [1.4178881174623519, -0.2909799437993904] User Vector: [2.573853610675587, -0.1088478139779191] Predicted: 3.681108981458467 Movie Vector: [1.8897389084038834, 0.1493898169498152] User Vector: [1.8909661334960692, -0.25815504198776384] Predicted: 3.53486654247435 Movie Vector: [1.8134922937406617, 0.39148342509918377] User Vector: [1.8873500249150836, -0.4892006070751304] Predicted: 3.231180796556378 Movie Vector: [2.00131161320865, -0.19169273292847389] User Vector: [1.6973181105379702, 0.04544548438179537] Predicted: 3.388150876828598 Movie Vector: [1.5584888856424113, 0.05900758288580472] User Vector: [1.6787305058089894, -0.0011453615575210997] Predicted: 2.6162152502751335 Movie Vector: [1.7954609718874612, -0.7867334792058269] User Vector: [1.487848764692936, 0.0436164889857711] Predicted: 2.637059836946619 Movie Vector: [1.8237340802249897, -1.2214947366785154] User Vector: [1.7749290441422039, 0.13710661452063685] Predicted: 3.069523579782534 Movie Vector: [1.6913772506115168, -0.48048926764043903] User Vector: [1.879907444132583, -0.3297163535463441] Predicted: 3.3380578535056507 Movie Vector: [2.0694596018103804, -0.25048415882503633] User Vector: [1.8356364003067691, 0.060448347473885305] Predicted: 3.7836340205781265 Movie Vector: [1.23487640046604, -0.9044455003715811] User Vector: [2.3908998463771964, -0.28766241918297264] Predicted: 3.2126407768251233 Movie Vector: [1.1507740175310712, -1.255672083184851] User Vector: [1.0054528402867193, -0.1320541655586941] Predicted: 1.322865733615097 Movie Vector: [1.865207999267773, -0.8067456617291954] User Vector: [1.855465550505162, -0.2564709547311274] Predicted: 3.6677360172568925 Movie Vector: [1.0212855909280556, -0.9707780765412313] User Vector: [1.9011399699683391, -0.4979356278446217] Predicted: 2.424991848706413 Movie Vector: [2.0291298481376114, -0.4665674527200918] User Vector: [2.1587562242083584, -0.3171820921813769] Predicted: 4.528383530191524 Movie Vector: [2.221616834086416, -0.22684793296010358] User Vector: [1.758746510632313, 0.1008508023858662] Predicted: 3.884383058852889 Movie Vector: [2.0783946451648565, -0.2925612534617387] User Vector: [1.7487155878295833, -0.02742831528723634] Predicted: 3.6425455759620977 Movie Vector: [2.1838456469692735, -0.32724283247713654] User Vector: [2.0453121819630717, -0.3734439927128874] Predicted: 4.588852975220217 Movie Vector: [1.7395341301263751, 0.3296503150074857] User Vector: [1.6090728786538318, -0.24197148292579995] Predicted: 2.719271214709717 Movie Vector: [2.0653760641379573, 0.18298353750038673] User Vector: [1.9997241076140997, 0.5796521518214148] Predicted: 4.236249108005792 Movie Vector: [2.4035504703162593, 0.29143509189324573] User Vector: [2.0885750024452996, 0.04573016967852017] Predicted: 5.0333228056207355 Movie Vector: [2.3415058232735633, 0.5027876081020889] User Vector: [2.021322551026866, -0.6768187945954477] Predicted: 4.392642421090397 Movie Vector: [1.4881247845028562, -0.8118351690311079] User Vector: [1.9587206920075295, -0.632840045344806] Predicted: 3.4285826128771446 Movie Vector: [1.885996437701477, -0.2298320079760375] User Vector: [1.7497858756576161, -0.733498522802176] Predicted: 3.4686713665737052 Movie Vector: [1.4145923879584579, -0.8281263250754448] User Vector: [1.5861721062744414, -0.7182119077590462] Predicted: 2.838557175325782 Movie Vector: [1.312272913686046, -0.41354422631616067] User Vector: [1.1648500186252768, -0.5075407725033222] Predicted: 1.7384916840374298 Movie Vector: [1.7600825868777075, 0.07453360586053186] User Vector: [2.1830072811060592, -0.06387248894557762] Predicted: 3.8375124555856224 Movie Vector: [1.5579552499193159, -0.05837581899204106] User Vector: [2.350745540018284, -0.17054380869175922] Predicted: 3.672311989802307 Movie Vector: [1.846190180422555, -0.24162157071768922] User Vector: [1.9481299913721188, 0.4123237804206302] Predicted: 3.496992140788394 Movie Vector: [1.439697892761211, -0.2919022753394531] User Vector: [1.6063784784733528, -0.2884509891730697] Predicted: 2.396899210498581 Movie Vector: [1.8935010148200788, -0.866374643464605] User Vector: [1.9471143505380608, -0.7263084682621245] Predicted: 4.316118238950478 Movie Vector: [2.1861451994664414, -0.2572778293729038] User Vector: [2.035085313290425, 0.1239174788762315] Predicted: 4.417110768167882 Movie Vector: [1.7527749771848287, -0.7337269499422657] User Vector: [1.9401792515944627, -0.35455331081663694] Predicted: 3.6608429627853853 Movie Vector: [1.8649654707444707, -0.5812509376752476] User Vector: [1.7299746979095811, 0.10692249045240199] Predicted: 3.1641942790289344 Movie Vector: [1.9860237382532033, -0.7044454692873535] User Vector: [2.0443410520689187, -0.05098764071119172] Predicted: 4.096027870983051 Movie Vector: [1.9904033557989724, -0.5244419304205785] User Vector: [1.7256451371254222, -0.09534100595104292] Predicted: 3.4847306930618234 Movie Vector: [1.6785240927369458, 0.5655313577840195] User Vector: [2.019305898063114, -0.32715714643578386] Predicted: 3.204435975272178 Movie Vector: [2.3415852652806923, -0.2692867169586585] User Vector: [1.8049262582692327, 0.36167057367388594] Predicted: 4.128995649876253 Movie Vector: [2.2395932969661496, 0.2133436767260215] User Vector: [1.9064794050857148, 0.4336730402382997] Predicted: 4.36225989733537 Movie Vector: [1.5921278345296357, -0.6726516249383198] User Vector: [2.191948335717506, -0.8570622373971775] Predicted: 4.066366263805235 Movie Vector: [1.8481065842129358, -0.5888387824064226] User Vector: [1.7676837089872157, -0.3209480238128972] Predicted: 3.4558545449429507 Movie Vector: [2.159284678635742, 0.5638024596906782] User Vector: [1.632069172963285, -0.5163059147470898] Predicted: 3.233007414966073 Movie Vector: [1.1411293535527425, -0.6686633338575773] User Vector: [2.564923617185069, 0.26908036078046677] Predicted: 2.746985458075493 Movie Vector: [1.29094287876071, -0.8573407558884016] User Vector: [1.4547027836955144, -0.3003874842895067] Predicted: 2.135472632165287 Movie Vector: [1.7910357488354849, -0.43682976511247845] User Vector: [1.8646992266674134, -0.3208790110221145] Predicted: 3.479912478801535 Movie Vector: [1.9152190322246867, -0.13884635879898705] User Vector: [1.9924178945834257, 0.46048468310210866] Predicted: 3.751980050319783 Movie Vector: [2.0258662000641396, -0.24415274532773562] User Vector: [1.9648929041575005, -0.10336505968306746] Predicted: 4.005846984371133 Movie Vector: [1.9502695516949045, -0.5343501218319131] User Vector: [1.72176923611354, -0.41034336762930784] Predicted: 3.5771811447228696 Movie Vector: [2.014030477946125, -0.5257473167626339] User Vector: [1.6622848228344493, -1.0399409404707842] Predicted: 3.8946384552599804 Movie Vector: [2.037263381601274, -0.5673473959879884] User Vector: [1.8503441803465839, -0.5328012530015145] Predicted: 4.071921845448665 Movie Vector: [1.1552694919826532, -0.9641079492462615] User Vector: [1.7280297638830138, -0.38832936833412773] Predicted: 2.3707314983887455 Movie Vector: [1.1385330654467496, -0.45958759440726304] User Vector: [2.122857604722793, 0.35195271125901206] Predicted: 2.255190476299342 Movie Vector: [1.6668573644214377, -0.8041524824854231] User Vector: [2.0079433020572393, -0.668235289195712] Predicted: 3.8843181470659047 Movie Vector: [1.4878410936757505, -0.1463390980620959] User Vector: [1.627289377698372, 0.49029240173995225] Predicted: 2.349399059584354 Movie Vector: [1.858754150550524, 0.1995224963598672] User Vector: [1.9993274791274747, -0.029112471451193833] Predicted: 3.710449657158762 Movie Vector: [2.1062008643908237, 0.052512849036821636] User Vector: [1.7221912851266639, -0.6075844927272401] Predicted: 3.5953747806364236 Movie Vector: [1.9000773403908515, -0.18449701229607893] User Vector: [1.8440415495779476, 0.10174163756970117] Predicted: 3.485050534934571 Movie Vector: [1.1321492228354209, 0.627886715990535] User Vector: [2.5890218849155944, 1.8495198855831327] Predicted: 4.09244808202907 Movie Vector: [2.090628232566112, 0.43288072961067237] User Vector: [2.1156388910787145, -0.1589344734815242] Predicted: 4.354214724763051 Movie Vector: [1.6823635699446595, 0.020638464569966132] User Vector: [1.9720127302307902, -0.2531622755661057] Predicted: 3.312417496152664 Movie Vector: [1.3151199538416125, -0.6199351065803541] User Vector: [1.7741837158198595, -0.4123318018513498] Predicted: 2.58888336598274 Movie Vector: [1.749721641468622, -0.7787448721989777] User Vector: [1.7657872709376345, -0.41631088499360924] Predicted: 3.4138361691187877 Movie Vector: [1.861453941996569, -0.45676641389462797] User Vector: [1.7912905324286879, -0.23497818917900357] Predicted: 3.441734967665261 Movie Vector: [1.7329085642330082, -1.1198486990247316] User Vector: [1.7089875187669017, -0.7905893249801126] Predicted: 3.8468595344803025 Movie Vector: [2.0390667715109108, 0.4038870588779075] User Vector: [1.8849211066491025, 0.4316193965438601] Predicted: 4.0178054841125155 Movie Vector: [1.51786547334168, -0.8214440422870783] User Vector: [1.8683498632894513, -0.24430143080564748] Predicted: 3.0365837044672146 Movie Vector: [1.5768938609088612, -0.6948036530349706] User Vector: [0.9955801147526548, -0.12128149807644775] Predicted: 1.6541909989054706 Movie Vector: [1.624377868144915, -0.30475912689048384] User Vector: [1.8111471750727257, -0.21858818776024835] Predicted: 3.008604132391706 Movie Vector: [1.7318502907419677, -0.49308370275121277] User Vector:
avg loss: 0.9317976055950462: 79%|███████████████████████████████████▎ | 54980/70000 [01:18<00:21, 714.16it/s]
[2.374824030833352, -0.6703970342289932] Predicted: 4.443401540210816 Movie Vector: [2.409889741451652, -0.28975609618694836] User Vector: [1.9052459161858106, -0.25214320182939887] Predicted: 4.6644926182010025 Movie Vector: [1.9364994467501333, -0.264487054404008] User Vector: [1.8935421029006854, -0.11276943798429952] Predicted: 3.696669291144524 Movie Vector: [1.7758426791922421, -0.21171895518545542] User Vector: [2.373057154131565, -0.39244626563648116] Predicted: 4.297264487796305 Movie Vector: [1.8510446053450864, -0.38827345350522563] User Vector: [1.9331591218939137, -0.11221544272099238] Predicted: 3.6219340413372705 Movie Vector: [2.068918405599111, -0.5914374372636326] User Vector: [2.0109458181892403, 0.6567320917982725] Predicted: 3.7720668705723286 Movie Vector: [1.809137038093837, 0.05141768333160425] User Vector: [1.995851282465147, -0.25311454486350904] Predicted: 3.597753914120367 Movie Vector: [2.1860157467446304, 0.35054275220116843] User Vector: [2.013067061544256, -0.6707071767123578] Predicted: 4.16548475614286 Movie Vector: [2.1688648149009775, -0.45186885111379704] User Vector: [1.8368782975461475, 0.580447866765449] Predicted: 3.72165439811629 Movie Vector: [1.8447194618823677, 0.20609062364303257] User Vector: [1.9148468170853203, -0.03818079959980487] Predicted: 3.5244864852000832 Movie Vector: [2.040075195492719, 0.09831848442598148] User Vector: [2.1987590712193517, -0.39120241728814803] Predicted: 4.447171413287657 Movie Vector: [2.0758705753165625, -0.33792740891831935] User Vector: [1.4228262335939474, -1.0178142955201601] Predicted: 3.2975504597513177 Movie Vector: [2.033727168718766, -0.5663291537200406] User Vector: [2.231446738321609, -0.8737497571540109] Predicted: 5.032983817805652 Movie Vector: [2.2874379669233997, -0.28013673610489886] User Vector: [2.0123334317237282, 0.16437969640317204] Predicted: 4.557039102201814 Movie Vector: [1.940370437848103, -0.2900955853997191] User Vector: [2.229589346963659, -0.18715694668478594] Predicted: 4.380522661399487 Movie Vector: [1.9237249120516506, 0.10662622675250466] User Vector: [1.9186132419438247, 0.33536061633102177] Predicted: 3.7266423272402878 Movie Vector: [2.337330385788768, -0.3307700711088212] User Vector: [1.931545379137044, -0.6511892480975594] Predicted: 4.73005362008543 Movie Vector: [1.913110397914826, 0.14619913693226294] User Vector: [1.8291077681589984, -0.35975159911875776] Predicted: 3.446689716870597 Movie Vector: [1.2817511935979118, -0.30894314059221545] User Vector: [2.065989101202336, 0.24201774783697988] Predicted: 2.5733142733305594 Movie Vector: [1.8584977909120273, -0.22638125062760586] User Vector: [1.379810916032551, -0.40176783623407114] Predicted: 2.655328244551413 Movie Vector: [1.581667342725384, -0.3312875016552773] User Vector: [2.086446766045666, 0.04547211694430149] Predicted: 3.2850003681719655 Movie Vector: [2.1345329544462817, -0.5700091225238533] User Vector: [1.703733371306691, -0.898559009603544] Predicted: 4.148861859244014 Movie Vector: [1.2707154521748698, -0.7782337954622633] User Vector: [2.229664282911799, -0.8732533992947523] Predicted: 3.512864164791902 Movie Vector: [2.062798211259016, 0.05105243322126557] User Vector: [2.0283537570702834, -0.3957789183399879] Predicted: 4.163879025086148 Movie Vector: [1.881589784309712, -0.8090100271596192] User Vector: [1.9024719657082176, -0.9429599352814704] Predicted: 4.342535858464694 Movie Vector: [1.975918650655246, -0.2583495158088046] User Vector: [1.970142434712116, 0.15237040153105663] Predicted: 3.853476361735863 Movie Vector: [1.7315433405235867, -1.0409800950215657] User Vector: [2.2371555968458723, 0.20185456916394623] Predicted: 3.663605286844718 Movie Vector: [1.7225203496640191, -0.07446401116018941] User Vector: [1.6561043203682642, 0.06047949788882316] Predicted: 2.8481698469950794 Movie Vector: [2.010561322420793, -0.5268783054374274] User Vector: [1.6946238937359408, -0.0005436053216726459] Predicted: 3.4074316706463166 Movie Vector: [1.7398258929938983, -0.2853519554060297] User Vector: [2.003831061624812, -0.4337491404118039] Predicted: 3.6100883315724923 Movie Vector: [1.647850855700279, 0.2619920822370888] User Vector: [1.9055836911831383, -1.2196415678174335] Predicted: 2.8205812821892335 Movie Vector: [2.031771422455648, -0.56556335779352] User Vector: [1.981940229778042, -0.27962292312405795] Predicted: 4.184993999196287 Movie Vector: [1.6436161105974583, -0.19329667646163018] User Vector: [2.1323216813763044, -0.48657320298757917] Predicted: 3.5987712514791435 Movie Vector: [1.8343895229652567, 0.09475719595211238] User Vector: [1.939276518879817, -0.2518499150261433] Predicted: 3.5335239366170157 Movie Vector: [2.0168112881334705, 0.5816504377983939] User Vector: [1.7125533201079675, 0.24348504315200314] Predicted: 3.595520049470925 Movie Vector: [2.2061907220313355, -0.3313227153049191] User Vector: [2.1994728642273276, 0.691386246517532] Predicted: 4.623384657897352 Movie Vector: [1.6591460850697974, 0.04109689081849357] User Vector: [1.765346113227406, -0.3386326189345359] Predicted: 2.915050344786501 Movie Vector: [1.888026387043428, -0.460252138240362] User Vector: [2.1061707963627816, -0.483497740823968] Predicted: 4.199036908201817 Movie Vector: [2.126932254521269, 0.4301534396941202] User Vector: [1.9094829013670211, -0.7207834442144637] Predicted: 3.7512932945709454 Movie Vector: [1.800815734674674, -0.2564064440331407] User Vector: [1.6760766153988622, -0.504815301890266] Predicted: 3.147743037981743 Movie Vector: [1.349940349990986, -1.0474604155953782] User Vector: [1.8896066891660777, -0.48697272358661187] Predicted: 3.0609409667498095 Movie Vector: [2.346296703329993, 0.2856586701095245] User Vector: [1.76971081491656, -0.12066862918074439] Predicted: 4.11779661075045 Movie Vector: [2.159787517493185, -0.3401818959036444] User Vector: [1.9855451672410216, -0.2602574812955477] Predicted: 4.376890551036303 Movie Vector: [1.7545011629727485, -0.4034573151107082] User Vector: [1.647752432344839, 0.5491589460039824] Predicted: 2.669421364916402 Movie Vector: [1.6452992291189896, -0.3246298137382823] User Vector: [1.900022707136952, -0.13336119483731518] Predicted: 3.1693989152009556 Movie Vector: [2.2212415488903856, 0.20916914519923263] User Vector: [1.7500453077966707, -0.12886495230335865] Predicted: 3.860318778199195 Movie Vector: [1.6223242692066986, -0.21441152599672927] User Vector: [1.9791100419593555, 0.2755441219498462] Predicted: 3.1516784168346543 Movie Vector: [0.7698867867271396, -0.5022152156328353] User Vector: [1.9725862524350208, -0.470800434983299] Predicted: 1.7551112334044987 Movie Vector: [2.3468190911493534, 0.04951729728943153] User Vector: [1.6533603530505427, -0.027738461949468864] Predicted: 3.8787641074217456 Movie Vector: [2.228201818493283, -0.3244037077499396] User Vector: [1.7346793352122347, 0.36974910216778595] Predicted: 3.745267669542179 Movie Vector: [2.2164365068763217, -0.180290437883893] User Vector: [1.9468226285817936, -0.3815832914034972] Predicted: 4.383804565097923 Movie Vector: [1.9206366093441607, -0.6020076361524944] User Vector: [1.6147717379711208, -1.8231337184204266] Predicted: 4.19893013589782 Movie Vector: [1.5205533443641623, -0.24161723957054648] User Vector: [1.6195889554928393, -0.9118659580450857] Predicted: 2.682993938411103 Movie Vector: [2.071164150148468, 0.04561298855900879] User Vector: [1.73933276006864, -0.24078345804328505] Predicted: 3.5914608047160264 Movie Vector: [1.9054207341471152, 1.5065347595215384] User Vector: [1.9831136199679398, -0.38453529057331326] Predicted: 3.1993500281450435 Movie Vector: [1.3366139012832483, -0.9254519177815007] User Vector: [1.7587595986233844, 0.04607600970732214] Predicted: 2.3081413969880016 Movie Vector: [1.6236711210449375, -0.4507124254277862] User Vector: [1.926730369825862, -0.25472641188601364] Predicted: 3.243184818448147 Movie Vector: [1.7932252987940462, -0.04277289532114535] User Vector: [2.0174804690315287, -0.41797342767390844] Predicted: 3.6356749505591317 Movie Vector: [2.236941796144871, 0.06292837630876677] User Vector: [2.175774234599168, 0.2892547542477164] Predicted: 4.885282656374396 Movie Vector: [1.8041939764357489, -1.1412729480929558] User Vector: [2.14635409870294, -0.49329339354923446] Predicted: 4.435421541708739 Movie Vector: [1.8865258474198106, 0.645494909456492] User Vector: [1.9453676420754724, -0.6815632471035932] Predicted: 3.2300407330315024 Movie Vector: [2.1592266345565703, 0.09268773018008444] User Vector: [1.4375244506526372, -0.5637547235223977] Predicted: 3.0516879359738844 Movie Vector: [1.7472705763577698, -0.3316820444547974] User Vector: [2.2265115148907992, 0.797253208800177] Predicted: 3.625883483647468 Movie Vector: [2.1527414966591656, 0.2648836649729447] User Vector: [2.0321277225068792, -0.33115757402922624] Predicted: 4.28692744285963 Movie Vector: [2.1236724303155396, 0.37131409685620664] User Vector: [1.9773075459010006, -0.13729422230668248] Predicted: 4.148174241325452 Movie Vector: [1.8036664251320649, -0.9366693668985017] User Vector: [1.864713988026827, -0.32540017121946085] Predicted: 3.6681143850428994 Movie Vector: [1.6367467016630244, -0.32402951813332864] User Vector: [2.1152208033866873, -0.3450130107288406] Predicted: 3.573875072848368 Movie Vector: [1.4739490714673638, 0.605774587220675] User Vector: [2.2123471605031075, -0.8626477441297549] Predicted: 2.7383169618699656 Movie Vector: [1.83466644122133, 0.41275935621411314] User Vector: [1.806400177962589, -0.36148690414461776] Predicted: 3.164934684089635 Movie Vector: [2.248312954960904, -0.18653832087014557] User Vector: [1.9239422353141529, -0.773660690614984] Predicted: 4.469941618403806 Movie Vector: [1.8711349756256899, -0.23006089564237156] User Vector: [1.8480027879341867, -0.37961688805375005] Predicted: 3.545197652824057 Movie Vector: [1.906476181182457, -0.4584335591168679] User Vector: [2.003351225057929, -0.7971867606531338] Predicted: 4.184798557082701 Movie Vector: [1.0804089485506922, -0.7605854209982272] User Vector: [1.823495797848247, -0.43557705087876236] Predicted: 2.30141473225962 Movie Vector: [2.0565092713230175, -0.28917200013056654] User Vector: [1.878865739617708, -1.4375755164953992] Predicted: 4.279611400538702 Movie Vector: [1.6055749543202225, -0.9956137384331067] User Vector: [2.1019417409435674, -0.4678807887878048] Predicted: 3.8406535559652943 Movie Vector: [2.193048165399262, -0.26336784279540926] User Vector: [1.9438953979149765, -0.08563132778421066] Predicted: 4.2856087741997415 Movie Vector: [1.7605870903727052, -0.289845922831445] User Vector: [1.7129920594106947, -1.3672848504522295] Predicted: 3.4121736449622038 Movie Vector: [1.7678844091026114, 0.20084566266518614] User Vector: [1.9359902907127695, -0.21562183505297927] Predicted: 3.3793003407788382 Movie Vector: [2.1845287998868215, -0.47972637851277006] User Vector: [1.6502215221718168, 0.23154686628373713] Predicted: 3.4938773017591247 Movie Vector: [2.0416397671478546, 1.2986279073277127] User Vector: [2.0587747268076155, -0.17565920542653696] Predicted: 3.975160407503475 Movie Vector: [2.102768505679576, -0.6576264808843695] User Vector: [1.7588107285433245, 0.2834624575354516] Predicted: 3.5119593890203795 Movie Vector: [1.6935565089746287, -0.36059072737814735] User Vector: [2.0987303821005483, -0.04940158135489426] Predicted: 3.5721322513435854 Movie Vector: [2.0303658470240284, -0.44462475213235336] User Vector: [1.857261669694298, -0.8617417781192066] Predicted: 4.15407238763247 Movie Vector: [1.2806864012912653, -2.315480875517761] User Vector: [2.084249961069491, -0.396324180797648] Predicted: 3.5869516431757438 Movie Vector: [1.8245329909031005, -0.23601847781759916] User Vector: [2.1912362338401525, -0.0047530914532892665] Predicted: 3.9991046169133524 Movie Vector: [1.4998602270765133, -0.44795728036214055] User Vector: [2.4459537729793963, -0.15311163333503502] Predicted: 3.7371762522200993 Movie Vector: [2.298966927641978, -0.9131126418839681] User Vector: [1.824214655005603, -0.3229923580426005] Predicted: 4.4887375661383135 Movie Vector: [2.0943028540176725, -0.24761042737800032] User Vector: [1.7146075270833, -0.13986211340332877] Predicted: 3.625538755164528 Movie Vector: [1.451810348952276, -0.5981588692593638] User Vector: [1.8867320486614825, -0.3479352426288701] Predicted: 2.947297665253037 Movie Vector: [1.94987192099291, -0.4757018787269956] User Vector: [2.1405562193787895, -0.29341373309601204] Predicted: 4.313387931551515 Movie Vector: [2.1697708004761638, -0.3082290100703987] User Vector: [1.955975431023866, -0.36116572981185324] Predicted: 4.355340132055624 Movie Vector: [2.1906289713463956, 0.3178093058085053] User Vector: [1.9021586009814881, -0.030039920777889077] Predicted: 4.1573767730368125 Movie Vector: [1.3575201900035152, -0.538959518790158] User Vector: [1.1390989749809661, -0.4994256957463025] Predicted: 1.8155200895998378 Movie Vector: [2.282074413306951, -0.3966278010442728] User Vector: [2.0392733999221675, -0.04919013722422775] Predicted: 4.673283823660164 Movie Vector: [1.51393517124532, -0.9482183646267309] User Vector: [2.1003446002972685, -0.47802507148284956] Predicted: 3.6330577136572724 Movie Vector: [2.1761812666959863, -0.4188639615009758] User Vector: [2.140350104846245, 0.09556241986642369] Predicted: 4.617762148581319 Movie Vector: [1.974514015184527, -0.5010254478723783] User Vector: [1.6864969248804678, -0.7322473628111872] Predicted: 3.696886377647933 Movie Vector: [1.7661093019874805, -0.767076945254799] User Vector: [1.9837038666360247, 0.3389683918837596] Predicted: 3.2434230126702897 Movie Vector: [1.7363971370461722, -0.6727908421009596] User Vector: [2.016582432995397, 0.004187325843562463] Predicted: 3.4987707687903704 Movie Vector: [1.3188431559857017, -0.43075923669485144] User Vector: [1.9813159789975703, -0.6451667324774273] Predicted: 2.890956547968944 Movie Vector: [1.7636618788301934, -0.7947433349808001] User Vector: [1.8215076309033618, -0.7303309964217789] Predicted: 3.792949262358653 Movie Vector: [1.8253810198901066, -0.16564910484263348] User Vector: [1.8576609756089038, -0.32552459729688527] Predicted: 3.444861944413519 Movie Vector: [1.9393104656657516, -0.21635827145559783] User Vector: [1.96764011927844, -0.5796890734593969] Predicted: 3.941285601895859 Movie Vector: [1.4720681258529784, -1.1558982168119558] User Vector: [1.6397173264868363, 0.03285202001385025] Predicted: 2.3758020203774532 Movie Vector: [1.5930110977720573, 0.008686906159993343] User Vector: [1.95461823694897, -0.020846182566541267] Predicted: 3.1135474545356123 Movie Vector: [1.820111116180392, -0.939539032336277] User Vector: [1.866874340154488, -0.24350290174641276] Predicted: 3.626699219705018 Movie Vector: [2.0523903772355827, -0.5024293395871277] User Vector: [2.003452480352947, -0.35271551028270703] Predicted: 4.289081212818626 Movie Vector: [2.126642248076597, -0.2604425686890105] User Vector: [2.172314572076153, -0.034377942573944935] Predicted: 4.6286894247597825 Movie Vector: [1.6941705950924646, -0.743163303496908] User Vector: [1.2454652527742502, -0.6592574694978118] Predicted: 2.599966567346544 Movie Vector: [1.897672572561049, -0.35350946585515247] User Vector: [1.795262884247503, -0.7478418996289513] Predicted: 3.6711903264552608 Movie Vector: [1.1838249895018542, 0.21311822349087703] User Vector: [2.002025800049154, -0.26137325496664776] Predicted: 2.314344767959111 Movie Vector: [1.4144438243606454, -0.9553437592465193] User Vector: [1.7640531948617726, -1.0688411082435363] Predicted: 3.5162648297024965 Movie Vector: [2.162730263264551, -0.30486847353131885] User Vector: [2.1689645180039454, 0.12250244763253554] Predicted: 4.653538068820561 Movie Vector: [2.0182538190672408, -0.08151795613589646] User Vector: [1.5193352450983635, -0.5141957658929971] Predicted: 3.1083203487525632 Movie Vector: [1.6020551624219737, -0.8166877785867374] User Vector: [1.74341046633453, -0.06987882273307378] Predicted: 2.8501089183198647 Movie Vector: [2.078841977852972, -0.6614826504357326] User Vector: [1.9338359625719694, -0.6855089340535894] Predicted: 4.473591643871461 Movie Vector: [2.231260380471218, -0.4321520451722974] User Vector: [2.4084828747989193, -0.5109726999626316] Predicted: 5.594770312898311 Movie Vector: [2.188078078285787, -0.45666467178096487] User Vector: [1.5272754325125273, -1.2495419975903237] Predicted: 3.9124195795912216 Movie Vector: [1.5940479481320518, -0.4885363680662289] User Vector: [1.9584083130461543, -0.985837931856486] Predicted: 3.6034144357470654 Movie Vector: [1.7550066444022066, -1.6225925921762845] User Vector: [1.771287284549342, -0.4544775839498772] Predicted: 3.8460529145564832 Movie Vector: [2.1979204673175983, -0.41789334897704383] User Vector: [1.8247125909495465, -0.11397223218502517] Predicted: 4.058201388418323 Movie Vector: [1.948253810187279, -0.4688054466326719] User Vector: [2.048605391849375, -0.047605292041597] Predicted: 4.013520880438389 Movie Vector: [1.8797859991602148, -0.15624200730587162] User Vector: [1.7958578805106995, -0.10234483765174548] Predicted: 3.3918190631376532 Movie Vector: [1.550114947071731, -0.35721428605416616] User Vector: [1.701776550811587, -1.0388087208806682] Predicted: 3.0090265835654453 Movie Vector: [1.6734406272513414, -0.44289987301123446] User Vector: [1.8806203078731876, -0.3336605470475937] Predicted: 3.294884641545156
avg loss: 0.9319737051344908: 79%|███████████████████████████████████▍ | 55052/70000 [01:18<00:23, 628.32it/s]
Movie Vector: [1.164439474123783, -1.0146557860421703] User Vector: [2.1245679749907542, -0.5502492906259812] Predicted: 3.0322444420377157 Movie Vector: [1.4618349339592365, -0.5841598860514341] User Vector: [1.8946663610308712, -0.16944407173485712] Predicted: 2.8686719043890756 Movie Vector: [2.1925471710206925, 0.5532798532705112] User Vector: [1.604619288352133, -1.8199515171822802] Predicted: 2.51126097285565 Movie Vector: [1.6422528400755882, -0.1368225863651315] User Vector: [1.971197160509457, -0.019423968442969695] Predicted: 3.239861772795433 Movie Vector: [1.6744902484805697, -0.47752746184392314] User Vector: [2.0259410441896653, -0.29187097822969094] Predicted: 3.5317949299120643 Movie Vector: [1.7307501049563618, 0.4335545239431391] User Vector: [1.9354882039618058, -0.35825539581941473] Predicted: 3.1945231645641483 Movie Vector: [1.8672338774635304, -0.41108881492385446] User Vector: [2.40621768320543, -0.3963997197634588] Predicted: 4.655926665666696 Movie Vector: [2.181234754351575, 0.21211505388347401] User Vector: [1.866947913866692, -0.006149891446109109] Predicted: 4.0709471897347305 Movie Vector: [1.3461848791686029, -0.4107057090898014] User Vector: [1.6909506064339952, -0.6661564860237728] Predicted: 2.5499264097595877 Movie Vector: [1.7669738481603345, -0.5029988494817189] User Vector: [1.7964028504253353, 0.4323171687767425] Predicted: 2.956741818956353 Movie Vector: [1.5563686943952089, 0.6201139414193652] User Vector: [2.1585250170420482, 0.030374995665229026] Predicted: 3.37829672087569 Movie Vector: [1.9555234300187776, 0.11336190390397063] User Vector: [1.6154557843709954, -0.535789232968845] Predicted: 3.0983235489562473 Movie Vector: [1.737569962099792, -0.7086756168062949] User Vector: [2.0597724886121433, -0.2380310597055204] Predicted: 3.747685613027862 Movie Vector: [1.4295511875685583, -0.9737074353000547] User Vector: [1.9749758355159672, -0.12059157988370722] Predicted: 2.9407499690484027 Movie Vector: [0.9937779896873957, -0.20604229210537367] User Vector: [1.3580772048883434, -0.30987656532460756] Predicted: 1.413474912303438 Movie Vector: [1.936791503292557, -0.04754845031725334] User Vector: [1.8839563666290424, 0.43142830618099026] Predicted: 3.628316936079143 Movie Vector: [1.9090993823640117, -0.40579902171797183] User Vector: [1.4831177014226655, -0.8433461122329634] Predicted: 3.1736481150729348 Movie Vector: [2.0574806253856774, -0.3933627587268872] User Vector: [1.9101414699650316, -0.06787177880594299] Predicted: 3.9567772963495775 Movie Vector: [1.5091776463204964, -0.7473057038377611] User Vector: [2.1738329230446243, -0.2054159789078824] Predicted: 3.434208586991769 Movie Vector: [1.6865672522112625, -0.6674406873564467] User Vector: [1.5492566148212565, -0.29744276113694534] Predicted: 2.811450872771651 Movie Vector: [2.1857593725790996, 0.05612401254946929] User Vector: [2.18423611988957, 0.04061923495276564] Predicted: 4.776494285426673 Movie Vector: [1.388748346963271, -1.818196151665772] User Vector: [1.761816746284032, -0.2402882960321378] Predicted: 2.883611349190117 Movie Vector: [1.5727328703790495, -0.4301221944012865] User Vector: [1.9512072798668867, -0.022924098431299673] Predicted: 3.0785879894914876 Movie Vector: [2.0917676797450997, 0.7490617099332224] User Vector: [1.6211555435099183, -0.49699544754626973] Predicted: 3.018800509985612 Movie Vector: [2.130314044471056, 0.015985259513275608] User Vector: [1.6728015574803528, -0.9203214864553472] Predicted: 3.5488810737168195 Movie Vector: [1.2762114760251537, -1.1597508560723282] User Vector: [1.7353696587660208, -0.7522795903633341] Predicted: 3.087155572592668 Movie Vector: [1.8201550677137952, -0.2190471526401351] User Vector: [1.9342303185912115, -0.27748581304458775] Predicted: 3.5813815937549123 Movie Vector: [2.175183105416233, -0.1202191239091517] User Vector: [1.1096814573525446, -0.4877464210940603] Predicted: 2.4723968058606713 Movie Vector: [1.910042618731124, -0.31993525224022423] User Vector: [2.454360194452338, -0.5101220084462464] Predicted: 4.851138586566714 Movie Vector: [2.0528543581807894, -0.44374634801662693] User Vector: [1.98399010220213, -0.3388774454048784] Predicted: 4.223218356716811 Movie Vector: [1.15654113715617, -0.7592160789054209] User Vector: [2.0175636578676324, -1.0039675855752814] Predicted: 3.0956237008238014 Movie Vector: [1.9304919254190982, -0.191497314497816] User Vector: [1.8536556954794603, 0.12191045710548962] Predicted: 3.5551218274853182 Movie Vector: [1.6857515322897025, -0.15329184074683908] User Vector: [1.7684567970956175, -0.030207148913062674] Predicted: 2.985809264952674 Movie Vector: [1.638827625891889, 0.4357896372871236] User Vector: [1.8420004669980559, -0.11214422233080969] Predicted: 2.9698499622487846 Movie Vector: [2.0902367356736864, -0.509092336468634] User Vector: [2.0013857048442287, 0.24140656290248824] Predicted: 4.06047169137069 Movie Vector: [1.7695079983932045, 0.07425782826783135] User Vector: [2.1942192381628876, -0.6343000431933715] Predicted: 3.835586748479742 Movie Vector: [1.4111445248256715, -0.555304811062724] User Vector: [1.9714743491827476, 0.06539010273415456] Predicted: 2.7457237950393263 Movie Vector: [1.6631309769939733, 0.04033249998411621] User Vector: [1.8328254368371069, -0.3611246747270895] Predicted: 3.0336636984886094 Movie Vector: [1.917269944309569, -0.6771072396777659] User Vector: [2.0022790209701196, -0.2851230942689605] Predicted: 4.031968298356439 Movie Vector: [1.9859975580161975, -0.242292118140189] User Vector: [2.021305407241387, -0.26588997344709664] Predicted: 4.078730647645067 Movie Vector: [2.1628723943899923, -0.48276504499505013] User Vector: [2.072460169954997, -0.1287002728889432] Predicted: 4.544598883100561 Movie Vector: [2.184381573867522, -0.21444731948036022] User Vector: [1.9797125834779528, -0.3892754823345285] Predicted: 4.407926772628972 Movie Vector: [2.080013203447905, -0.2501366238890439] User Vector: [1.6851982234575917, -0.3748838836978385] Predicted: 3.599006744237334 Movie Vector: [2.120516261875134, -0.31013811831050303] User Vector: [1.8878690551448865, -0.4187810749042013] Predicted: 4.133137006280414 Movie Vector: [1.2827049576481364, -1.0085030328981888] User Vector: [2.22484536489022, 0.293421635625709] Predicted: 2.5579035700986874 Movie Vector: [1.6594480622272973, -0.9103107372684458] User Vector: [1.9265421656487827, -0.3604963868041171] Predicted: 3.5251603952393196 Movie Vector: [2.149888182959756, 0.06090092116416176] User Vector: [1.8764180072952281, -0.28425314081097086] Predicted: 4.01677762205771 Movie Vector: [2.2085835963429257, -0.29449636008835756] User Vector: [1.9184097542506149, -0.02424529501575194] Predicted: 4.244108465433579 Movie Vector: [2.0354791452998025, -0.24880110875675976] User Vector: [2.0080780899333295, 0.6501752635880799] Predicted: 3.9256367477258203 Movie Vector: [2.0030655180758985, -0.37334490206572385] User Vector: [2.20662268212605, 0.22021053850209438] Predicted: 4.3377953240399405 Movie Vector: [1.8799138965215647, -0.8792933895125639] User Vector: [2.0047778490348334, -0.16202999506285115] Predicted: 3.911281641400713 Movie Vector: [1.8645319686370654, -0.5205946137507881] User Vector: [1.7342297284428614, 0.24973654148110877] Predicted: 3.1035152712906764 Movie Vector: [1.9827342322739958, 0.05130559067625859] User Vector: [2.052944326615216, -0.598951837618388] Predicted: 4.039713415517034 Movie Vector: [2.0084110062921963, -0.2342082248571743] User Vector: [1.8008026450490615, -0.6056245151458151] Predicted: 3.7585940950989225 Movie Vector: [1.8971731629179973, -0.36879557988727774] User Vector: [2.123838610171691, -0.5298685340799988] Predicted: 4.224702786876845 Movie Vector: [1.847275525146428, -0.5474650490771614] User Vector: [2.104999351915223, -0.517507441799806] Predicted: 4.171831020264811 Movie Vector: [1.8214493508475371, -1.4012649887283264] User Vector: [2.145650769664881, -0.5295550384416814] Predicted: 4.650241136524627 Movie Vector: [1.6069057261233495, 0.5539315671677361] User Vector: [2.005871734486415, -0.20930926618403745] Predicted: 3.107303766175143 Movie Vector: [2.1950984941836795, -0.41771708747765257] User Vector: [1.9228425410007188, -0.648740076800467] Predicted: 4.491818581714118 Movie Vector: [2.0731589654100775, -0.4876655999906205] User Vector: [2.151513734169944, -0.15150631001845918] Predicted: 4.53431440277485 Movie Vector: [1.7086207966834546, -0.31713575983262293] User Vector: [1.3283993293574787, -1.8645053103579783] Predicted: 2.86103202875288 Movie Vector: [1.7300386782275452, 0.1252837261622113] User Vector: [2.300927895558736, -0.8262421726939609] Predicted: 3.8771795570218615 Movie Vector: [1.9124511787505722, -0.904593068684269] User Vector: [1.8999214968171676, -0.5950095524963074] Predicted: 4.171748623110632 Movie Vector: [2.028906756159216, -0.1909538763581072] User Vector: [1.9277737959914292, 0.11455822889006213] Predicted: 3.889397941158432 Movie Vector: [1.072499414744247, -0.04293955529992792] User Vector: [1.5516484554846952, -0.10381676558647458] Predicted: 1.6685999061431107 Movie Vector: [1.4547680823022573, -0.5553609510875783] User Vector: [1.5297194387888373, -0.5848693235591401] Predicted: 2.5502005982210747 Movie Vector: [1.8658294462077614, -0.028242478315760135] User Vector: [1.834631004301182, -0.2886661282362309] Predicted: 3.43126119761807 Movie Vector: [1.660196886376134, -1.1090825742507948] User Vector: [1.9772265134504905, -0.12212457979190813] Predicted: 3.4180315446257494 Movie Vector: [1.912100955782129, -0.5923705850128405] User Vector: [1.7988293693329502, -0.746829000526908] Predicted: 3.881942888337178 Movie Vector: [1.7009109808334428, -0.05694449994849011] User Vector: [2.0599658008894104, -0.868050729266427] Predicted: 3.5532491655821543 Movie Vector: [2.2332187332955846, 0.31713670517770476] User Vector: [1.853382593355528, -0.09548158976314718] Predicted: 4.108728010662904 Movie Vector: [1.7757185733461356, 0.11290843144775617] User Vector: [1.7949983301529346, -0.8481068847077121] Predicted: 3.091653455925474 Movie Vector: [2.1730654150795368, -0.5903313690955985] User Vector: [1.4040294520175587, -2.1054492267151206] Predicted: 4.293960568500437 Movie Vector: [1.837964703990334, -0.7485455632754716] User Vector: [1.9232913775749332, -0.5131097138026434] Predicted: 3.9190276672121893 Movie Vector: [0.7929269408863825, -1.4694355129864116] User Vector: [1.8626267487814336, -0.7060044001761949] Predicted: 2.5143548678679815 Movie Vector: [1.8985644116901566, -0.7561542854308865] User Vector: [2.035412151831021, -0.34363220381538756] Predicted: 4.124200038115124 Movie Vector: [2.148948783147283, -0.016802685247459006] User Vector: [1.8360192692847437, -0.608178445240517] Predicted: 3.9557304055540787 Movie Vector: [2.0188483792191874, 0.3373931020217037] User Vector: [1.7805486428212438, -0.16981164982363725] Predicted: 3.5373644623871714 Movie Vector: [2.031420550893833, 0.0783662647687992] User Vector: [2.145390444581871, 0.34285695990994247] Predicted: 4.385058658112998 Movie Vector: [1.8935526917662224, 0.09371467898180864] User Vector: [1.586506705101382, -0.12352038503889473] Predicted: 2.992558368718253 Movie Vector: [2.0030048010391694, -0.11759136730053367] User Vector: [2.0206692898173872, 0.28507650599602186] Predicted: 4.013887752691304 Movie Vector: [1.9190172134389794, -0.04122402921987124] User Vector: [1.7559079449677195, -0.13212933572106808] Predicted: 3.375064475203885 Movie Vector: [1.1791767127883832, -0.5761494661827903] User Vector: [1.9629142827003436, -0.6947615874412227] Predicted: 2.7149093290885267 Movie Vector: [2.006243789776512, 0.7340756837030816] User Vector: [1.9248534959218881, -0.39742517932596033] Predicted: 3.569985212188373 Movie Vector: [1.4763421474916283, -0.3279276741620146] User Vector: [1.726298507773004, -0.7306362963339377] Predicted: 2.788203107492327 Movie Vector: [1.972777211356727, -0.36891717941870517] User Vector: [1.8281899960316497, 0.22350196356230698] Predicted: 3.524157848209635 Movie Vector: [1.7334098989693165, -0.15410589703682523] User Vector: [2.0473484536246027, -0.4468055404306492] Predicted: 3.6177494447614977 Movie Vector: [1.9958930311354777, -0.36609119791726513] User Vector: [2.069922657835953, -0.27182128820484297] Predicted: 4.230855588782529 Movie Vector: [1.767729096139267, -0.38343717973698227] User Vector: [2.1387900574919816, -0.47198885676668045] Predicted: 3.9617794912678503 Movie Vector: [1.3173643874119536, 0.549614326374009] User Vector: [1.8265229573272987, -0.2894061997345554] Predicted: 2.247134503257777 Movie Vector: [2.001369294509192, -0.4446436402177398] User Vector: [1.6075752400177017, -0.05443963693241989] Predicted: 3.241557962322436 Movie Vector: [2.004532985128325, -0.09844328778050941] User Vector: [2.1087400048866476, -0.47209637832538004] Predicted: 4.2735136164865715 Movie Vector: [1.609689636683033, -0.18555501476827743] User Vector: [1.8435512591726047, -0.44969567838102664] Predicted: 3.0509886448273202 Movie Vector: [2.000068021194095, 0.06329254995860249] User Vector: [2.0218569668325674, -0.4367056013540798] Predicted: 4.016211251699404 Movie Vector: [1.5016157678132995, -0.17550020738527236] User Vector: [1.6699922345102272, -0.7653896005144051] Predicted: 2.6420127050871316 Movie Vector: [1.8746344883930675, 0.6496610696698359] User Vector: [2.077613178337949, -0.5455376195445069] Predicted: 3.5403507641938354 Movie Vector: [1.902304964578456, -0.22119371558186815] User Vector: [2.162922722825691, -0.5374661789720663] Predicted: 4.233422774757284 Movie Vector: [2.10302248886882, 0.14649560730176212] User Vector: [1.8462933756611575, -0.8611581780449044] Predicted: 3.756640599789375 Movie Vector: [2.1994062923927293, -0.6298315232343632] User Vector: [0.8452551954765474, -0.25318704756980415] Predicted: 2.0185247794428656 Movie Vector: [1.8792716429626979, 0.10868307098237857] User Vector: [1.9124073694314607, -0.2898434048142885] Predicted: 3.5624318678262266 Movie Vector: [2.1475784816996186, 0.18271750589789973] User Vector: [2.018505947641052, 0.046882520812952674] Predicted: 4.34346619560977 Movie Vector: [2.2169377514884383, -0.44360982767954027] User Vector: [1.839483879300081, -0.7806533969681172] Predicted: 4.4243267741812256 Movie Vector: [1.8828023207312745, -0.8491117769664] User Vector: [1.8178719961555052, -0.29301544577335553] Predicted: 3.6714964789931956 Movie Vector: [1.66906882169891, -0.5026583672769079] User Vector: [1.9902269689572154, 0.22027976401412427] Predicted: 3.21110031546733 Movie Vector: [1.5247975712632014, -1.3579469725185747] User Vector: [2.115106087083047, -0.48727058815048624] Predicted: 3.8867962445245414 Movie Vector: [2.01288077053625, -0.4276912831110939] User Vector: [2.1994171818207775, 0.21608015638213146] Predicted: 4.334748952336154 Movie Vector: [1.19404665915401, -0.5814125933774921] User Vector: [2.2402725957926557, -0.5665788100100285] Predicted: 3.0044060638811665 Movie Vector: [2.0297245962008463, -0.17957961846205903] User Vector: [1.754944362731939, -0.17330098160969612] Predicted: 3.5931750621576057 Movie Vector: [1.5473404415252237, 0.3228786309251533] User Vector: [1.9821844614217488, -0.25109436006771757] Predicted: 2.986041176509074 Movie Vector: [2.247242469633619, -0.050224266697706584] User Vector: [1.8469788700025969, -0.4714227121188961] Predicted: 4.1742862172065625 Movie Vector: [1.6843080120202691, -0.46843014170646746] User Vector: [2.066755724047816, 0.40879191688374994] Predicted: 3.2895627693481755 Movie Vector: [1.91661944647871, -0.6557184005559104] User Vector: [1.9556091338191486, -0.7762880339575793] Predicted: 4.257184843586522 Movie Vector: [2.115641418246458, 0.4006090199121471] User Vector: [1.7780926488012383, -0.43704741026127103] Predicted: 3.586721318603543 Movie Vector: [1.881825702672953, -0.27073038641080927] User Vector: [1.6700815513911627, -0.4431051312104192] Predicted: 3.2627644123610193 Movie Vector: [2.1572522602472644, 0.09346202159639187] User Vector: [1.4843586648891138, -0.3200825428527989] Predicted: 3.1722205233169163 Movie Vector: [1.768056230685522, -0.4585799890447358] User Vector: [1.9588951380111095, -0.7715232490975091] Predicted: 3.817241877139012 Movie Vector: [1.916018645056637, -0.1402196820540809] User Vector: [1.890396640059419, -0.5293245471413737] Predicted: 3.6962569286098512 Movie Vector: [0.852922538775067, -1.67227790543506] User Vector: [2.2401169951023228, -0.16639861138028222] Predicted: 2.188910995922168 Movie Vector: [2.194815942090111, -0.019501605040684756] User Vector: [2.0028860741799788, -0.10614203569217814] Predicted: 4.398036225858777 Movie Vector: [1.4684466691638085, -0.5847511876955325] User Vector: [2.525877305822366, 0.08757619736868173] Predicted: 3.657905831026113
avg loss: 0.931795514988758: 79%|████████████████████████████████████▎ | 55207/70000 [01:18<00:21, 694.95it/s]
Movie Vector: [2.021000814869414, 0.10678481589512771] User Vector: [1.6834534189393913, -0.5504613754653249] Predicted: 3.343479814834767 Movie Vector: [1.8667072902906265, 0.347685787218228] User Vector: [1.9829811687237435, -0.024756349368947154] Predicted: 3.6930379733466467 Movie Vector: [2.1769402070608614, 0.32027795905425743] User Vector: [2.1035960219988152, -0.6511304013250645] Predicted: 4.370860043687934 Movie Vector: [1.2767573086317163, -0.39365987974968586] User Vector: [1.5220772763442063, -0.44566429366402793] Predicted: 2.118763439127232 Movie Vector: [2.1513022540405666, -0.30481884144241905] User Vector: [1.9122487559562587, 0.0303801026826908] Predicted: 4.1045646312723285 Movie Vector: [2.00166002373803, -0.18681676059638327] User Vector: [2.1323366510199806, -0.48326491104593333] Predicted: 4.358495016689627 Movie Vector: [1.9469751327490263, -0.8594555333803157] User Vector: [1.7924618879777394, -0.19024650768751322] Predicted: 3.6533871360313435 Movie Vector: [2.164002054670106, -0.3197844584526387] User Vector: [1.8475343187827846, 0.05900824199967047] Predicted: 3.979198143207374 Movie Vector: [2.1945552031163085, 0.016002606550865765] User Vector: [1.9040838599084846, -0.02233505546414355] Predicted: 4.178259722827065 Movie Vector: [1.6099612912461645, -0.4530741020696118] User Vector: [1.8829304637572088, 0.07946035762219036] Predicted: 2.9954437305774912 Movie Vector: [1.9177439185440577, -0.5947134021312115] User Vector: [1.929600644725395, -0.33100096536163914] Predicted: 3.897330611859755 Movie Vector: [1.8747468272491883, -0.3148412133771389] User Vector: [1.7351121939913308, -0.3071624705816719] Predicted: 3.349603485548479 Movie Vector: [2.0057855992268774, -0.3475248891476086] User Vector: [2.749721436424442, 0.22156017502252548] Predicted: 5.4383539838013615 Movie Vector: [1.9833840245261927, -0.42787365584698633] User Vector: [1.8189037987780048, -0.24175397468824175] Predicted: 3.711024893611697 Movie Vector: [1.6401461509407131, -0.41217167730854753] User Vector: [2.160209760641875, -0.5274388033371984] Predicted: 3.7604550603904365 Movie Vector: [2.1402017164494582, -0.5030655749876397] User Vector: [2.3732194411310155, -0.5041428538752987] Predicted: 5.33278523608051 Movie Vector: [1.5748056785983444, -0.5213169362638211] User Vector: [1.9125045190589942, -0.06832356216620378] Predicted: 3.047441207062216 Movie Vector: [1.5396059499771164, -0.8771592698725823] User Vector: [1.9718470693376886, -0.699126175205563] Predicted: 3.649112485789368 Movie Vector: [1.8642775688010398, -0.5219691353700041] User Vector: [1.9240995643090852, 0.1696802925482797] Predicted: 3.4984877822905265 Movie Vector: [0.7179757471178232, -1.4410262395591509] User Vector: [1.1160396070695797, -0.30531013914016014] Predicted: 1.2412492924032894 Movie Vector: [2.0974699502414227, -0.12156871073490472] User Vector: [2.043542705118731, 0.4436901465726112] Predicted: 4.232330576936994 Movie Vector: [1.3979743845126, -0.44495088514478826] User Vector: [2.5858682105395863, -0.11131345816390432] Predicted: 3.664506541798333 Movie Vector: [1.5033273948969847, -0.3821773924244726] User Vector: [1.881272950008971, 0.921177867206278] Predicted: 2.4761158077791197 Movie Vector: [2.0029656510128975, -0.24673445607674616] User Vector: [2.202379677674995, -0.4106113049477696] Predicted: 4.512602801857122 Movie Vector: [0.9430769776433481, 0.9998477306472374] User Vector: [1.9370424589659465, -0.3385233697084181] Predicted: 1.4883083247944264 Movie Vector: [1.193784372183551, -0.5813462593787265] User Vector: [1.4974800722402433, -1.0031011639110732] Predicted: 2.370817417314847 Movie Vector: [2.4268752353749274, -0.29200398281726975] User Vector: [1.5501003085798721, 0.030077741011088885] Predicted: 3.7531172310701404 Movie Vector: [1.7768352492617918, -0.1377569003905526] User Vector: [1.8464507441461193, -0.5317169892240726] Predicted: 3.354086452544996 Movie Vector: [2.139551352991846, 0.425390036339216] User Vector: [2.1926933008248333, -0.3071139010844173] Predicted: 4.56073672493335 Movie Vector: [1.4388783567990648, 0.2800927572675129] User Vector: [1.8213134405627818, -0.11332594749914875] Predicted: 2.588906713468037 Movie Vector: [1.9931693155559183, 0.022864520759302138] User Vector: [2.123152919077727, 0.2877744412817276] Predicted: 4.238383075225386 Movie Vector: [1.866110088389176, -0.4658388321209681] User Vector: [2.02512005764262, -0.17810599756527182] Predicted: 3.8620656596657086 Movie Vector: [2.0381975800029766, -0.37164661175195907] User Vector: [2.3450736173766797, -0.13167305444087155] Predicted: 4.8286592164079565 Movie Vector: [1.6390518593564998, 0.008195877219738476] User Vector: [1.883125380835205, 0.07940550420393036] Predicted: 3.0871909546223866 Movie Vector: [2.2986620852928916, 0.4329248253662376] User Vector: [1.5888559179753485, -0.5353658079688183] Predicted: 3.420469708721211 Movie Vector: [2.0482269658061583, -0.4178271403847734] User Vector: [2.0508520128821788, -0.5990059787081045] Predicted: 4.450891350820108 Movie Vector: [1.694451570332167, -1.10205823039055] User Vector: [2.039257443817822, 0.16108238081256268] Predicted: 3.27790081444328 Movie Vector: [1.3819171049945065, -1.0158050384507964] User Vector: [1.7654647606334817, -0.5650675017973937] Predicted: 3.0137243663750373 Movie Vector: [2.280910207849757, 0.4389063294804796] User Vector: [1.97181386481157, -0.33624542192346946] Predicted: 4.349950128287346 Movie Vector: [1.1539226526183444, -0.4905809375528816] User Vector: [1.8731115090804147, 0.1251979286139229] Predicted: 2.100006084008925 Movie Vector: [1.8404927215072913, -0.17880794772697123] User Vector: [1.8889948001288541, 0.8913061006383812] Predicted: 3.317308565950598 Movie Vector: [1.9471356747626962, -0.7594987384789325] User Vector: [2.352379982823752, 0.3461138570459584] Predicted: 4.317529947357303 Movie Vector: [2.165023275530552, -0.31975184176614163] User Vector: [1.8689781079659749, -0.07663435026531765] Predicted: 4.070885079843276 Movie Vector: [1.84353258838873, 0.2494025585515276] User Vector: [2.077538364304532, -0.44976285465052523] Predicted: 3.7178376715319423 Movie Vector: [1.592132028315631, -0.9004044215801361] User Vector: [2.078371450569261, -0.4978134720101287] Predicted: 3.7572752045082174 Movie Vector: [2.245185917483416, -0.3279200642556282] User Vector: [2.068666937455005, -0.510241591570201] Predicted: 4.811860331431119 Movie Vector: [2.0175072434959502, 0.020429358047935046] User Vector: [2.196522258535118, -0.21665115050592096] Predicted: 4.427073523169502 Movie Vector: [1.8285673978730317, -0.302571864074043] User Vector: [1.8481085310435412, -0.2527935790334027] Predicted: 3.4558792320313247 Movie Vector: [1.355592197905642, -1.696442241460613] User Vector: [1.7987972121147395, -0.11770896742538291] Predicted: 2.638121930896292 Movie Vector: [1.7318165254203244, -0.7691367266685414] User Vector: [1.8331150511582401, -0.28684478678359504] Predicted: 3.3952417989612336 Movie Vector: [1.8839992292499024, 0.07080072050248522] User Vector: [2.214231664636549, -0.5410146049620203] Predicted: 4.1333065257223085 Movie Vector: [2.2268529290435914, -0.02119939057952444] User Vector: [1.8686734878418865, -0.05381392506118395] Predicted: 4.162401852242798 Movie Vector: [1.913535759443786, -0.957639079676476] User Vector: [1.995020258317735, -0.2909843418254443] Predicted: 4.096200582411749 Movie Vector: [2.0060081611083356, -0.37402021574806743] User Vector: [1.7359565641942127, -0.021956253575859362] Predicted: 3.4905551178026393 Movie Vector: [1.7251911108105165, -0.4132256984168265] User Vector: [1.7387986250352456, -1.0749506112520797] Predicted: 3.4439571484985896 Movie Vector: [1.8027663037444452, -0.5044588864984643] User Vector: [1.960730066572616, -0.018551913404173448] Predicted: 3.544096772334 Movie Vector: [1.5923831545422606, -0.5493197637268528] User Vector: [1.972973328586112, 0.2804466178951199] Predicted: 2.987674622921555 Movie Vector: [1.4206868774104044, -1.7007018808784349] User Vector: [1.7293503929526366, -0.520668215230089] Predicted: 3.342366822667767 Movie Vector: [1.7799661681585448, 0.20019221138087634] User Vector: [1.9855578578072262, 0.0879234170740455] Predicted: 3.5518273951144335 Movie Vector: [1.9889257060998782, -0.48105512139169443] User Vector: [1.9385199875009629, 0.4080387490092257] Predicted: 3.6592831049919314 Movie Vector: [1.569303531516188, -0.5723665534877383] User Vector: [1.974191111791879, -0.5421586608068923] Predicted: 3.4084185677524337 Movie Vector: [1.4821989672724558, -0.6589598087386179] User Vector: [1.98620204817471, -0.7073046333077191] Predicted: 3.4100319504833845 Movie Vector: [2.2522107983044264, 0.1719849316433299] User Vector: [1.7070501401858618, -0.6710682708223504] Predicted: 3.729223128288293 Movie Vector: [1.7513797283903683, -0.7102714985469265] User Vector: [2.352544708395124, -0.8225042524230769] Predicted: 4.704400440345008 Movie Vector: [1.3371011659980767, -0.7930386330535075] User Vector: [1.6091534650118835, -0.286335208856801] Predicted: 2.3786758569641226 Movie Vector: [1.876155916586679, 0.07271711740433509] User Vector: [2.0236512766657273, -0.35248389751859033] Predicted: 3.7710537028655935 Movie Vector: [2.1391552588878877, -0.1125180749654898] User Vector: [2.0409753567510833, -0.3139828136088751] Predicted: 4.401291909414181 Movie Vector: [1.8935984514520106, -0.5588533941934066] User Vector: [1.9851373376713104, -0.6464148608374727] Predicted: 4.120304127570041 Movie Vector: [2.016955166774111, -0.3280236946625988] User Vector: [1.8784073596522586, -0.16474546633084475] Predicted: 3.842703845901895 Movie Vector: [2.1926627754234267, -0.34449105591019064] User Vector: [2.1191991517460913, 0.9124732028824776] Predicted: 4.332350236591818 Movie Vector: [1.4043182072998175, -0.5894007682664137] User Vector: [1.900061150302693, -0.09706119557094597] Predicted: 2.725498411591479 Movie Vector: [1.938723121464077, -1.7327132809603936] User Vector: [1.6250175043224047, 0.044394623191589634] Predicted: 3.073535855206397 Movie Vector: [1.881934437397953, -0.11091122300387377] User Vector: [1.5356522748589834, -1.2738384077758782] Predicted: 3.0312798756413573 Movie Vector: [1.7838039186495556, -0.05613860925783785] User Vector: [1.9580464656894563, -0.2533336072931239] Predicted: 3.506992754786472 Movie Vector: [1.9437606527522484, 0.2931801082738977] User Vector: [1.2557745820104507, -0.49582077005888603] Predicted: 2.2955604341880043 Movie Vector: [1.7818306162470448, -0.14183215368349048] User Vector: [1.66709981899094, 0.007113350570429715] Predicted: 2.9694805959866537 Movie Vector: [1.71570389305759, -0.20478876616298144] User Vector: [1.7914975684582164, -0.40921226079457057] Predicted: 3.1574814265938524 Movie Vector: [1.6390055301338549, -0.5413114727537864] User Vector: [2.06577968742486, -0.468109162330603] Predicted: 3.639217191798252 Movie Vector: [1.875880479183265, -0.25872170701957703] User Vector: [2.0379930583507186, -0.10645397188980543] Predicted: 3.8505733481974582 Movie Vector: [1.3179444252334696, -0.7869346999788741] User Vector: [1.8012384766823708, -0.20691578091745705] Predicted: 2.536761416836731 Movie Vector: [1.3911180148873787, -0.2974891438732111] User Vector: [1.0519712648372999, -0.14612830485840345] Predicted: 1.5068877619669996 Movie Vector: [2.170479538499841, 0.02983550422675624] User Vector: [2.252290705359114, -0.3609834562178868] Predicted: 4.877780767301553 Movie Vector: [1.916113346913701, -0.6413050437441608] User Vector: [2.1123798279906487, -0.099406509312428] Predicted: 4.111309077967211 Movie Vector: [2.00443918163803, 0.08117299671078278] User Vector: [1.8118431286348746, -0.7509305638283909] Predicted: 3.570774073829708 Movie Vector: [1.3609856929859143, 0.6102215164659565] User Vector: [2.0012899946564615, -0.2108886807589571] Predicted: 2.5950382396650653 Movie Vector: [2.067660198297078, -0.12553157644633717] User Vector: [1.8413703344355752, -0.44944427493494254] Predicted: 3.8637475991947823 Movie Vector: [2.0410865801264597, -0.441736340728427] User Vector: [2.1854092708401804, 0.02118153832840084] Predicted: 4.451252879563657 Movie Vector: [1.204879104231619, -0.6291874100528528] User Vector: [2.0848695001423767, -0.4083954820791718] Predicted: 2.76897299141805 Movie Vector: [2.1100230027084206, 0.012570785659738687] User Vector: [1.8340203987258503, -0.04125305231003636] Predicted: 3.869306645469614 Movie Vector: [2.177715161231319, 0.21212664773430578] User Vector: [2.085134657105442, -0.5065202716332599] Predicted: 4.433382908756356 Movie Vector: [1.6682907374387006, -0.08952009791694261] User Vector: [2.121275524991927, -0.011768869714727823] Predicted: 3.539957860268683 Movie Vector: [1.6566279418846563, 0.9351592899169413] User Vector: [2.042676671625064, 0.06688736699106042] Predicted: 3.4465055930698036 Movie Vector: [1.6136852640897317, -0.2979345712308502] User Vector: [1.9666859901589597, -0.608829399306127] Predicted: 3.3550035274462435 Movie Vector: [1.4049019975733996, -0.29940386349667664] User Vector: [2.060249977952619, -0.39553917695369556] Predicted: 3.0128752672704193 Movie Vector: [1.600336890681193, -0.5808890335783143] User Vector: [2.070691543190432, -0.19287717266841445] Predicted: 3.42584430021989 Movie Vector: [1.91782646424848, -0.2882031915062903] User Vector: [1.7528972657339161, -0.10252153993369963] Predicted: 3.3912998003403363 Movie Vector: [2.1163921710531097, 0.012427522457716816] User Vector: [1.959457884350637, 0.08498796161611268] Predicted: 4.148037515749597 Movie Vector: [1.987968183026547, -0.16097002077288147] User Vector: [1.887109078392509, -0.6058595415448034] Predicted: 3.8490380287327732 Movie Vector: [2.2667709737562522, 0.35214150660761206] User Vector: [1.8144873912463477, -0.775651593128264] Predicted: 3.8398882301171438 Movie Vector: [1.4716378349900596, -0.3444219501555719] User Vector: [1.8547956028436847, -0.04837019250717326] Predicted: 2.746247141350684 Movie Vector: [1.8333580581926283, -0.49256234693497747] User Vector: [1.8531339912292686, 0.21883733731928043] Predicted: 3.2896671032638607 Movie Vector: [1.740948676987695, 0.9379203690598807] User Vector: [1.957138586886568, -0.46072356028147393] Predicted: 2.9751558218279555 Movie Vector: [1.9905442366944868, -0.5186398311968811] User Vector: [1.4345588512895782, -0.5638820258950095] Predicted: 3.148004532358676 Movie Vector: [1.6920947864765292, -1.0445394678665016] User Vector: [1.9232017224568396, -0.4855187604343378] Predicted: 3.761383115575186 Movie Vector: [1.940081556612552, 0.15773714783497658] User Vector: [2.278038813225251, 0.9444719871969067] Predicted: 4.5685594042563284 Movie Vector: [2.0756357208547906, -0.37490086010818197] User Vector: [1.979084019819576, -0.6446283589394703] Predicted: 4.349529212326936 Movie Vector: [2.0561829848275277, -0.4705423204699338] User Vector: [2.099391332478498, -0.30017461776096127] Predicted: 4.4579775975240965 Movie Vector: [2.4767017752694334, -0.1752079045073296] User Vector: [1.6341017785576328, -1.279640498774563] Predicted: 4.271385906237633 Movie Vector: [1.4873228086937236, -0.6983630889450173] User Vector: [1.5627970756775176, -0.8051999642830445] Predicted: 2.886705670290148 Movie Vector: [1.840122285386404, 0.23448917657109197] User Vector: [1.93916103601995, -0.6833799107046026] Predicted: 3.408048244786949 Movie Vector: [1.5215755903297115, -0.5194153097794435] User Vector: [1.7919291415201821, -0.6465942237727483] Predicted: 3.062406580380105 Movie Vector: [1.8540591577088692, -0.40303369702264075] User Vector: [1.551974159939074, -0.45488233653034127] Predicted: 3.06078481356469 Movie Vector: [1.8747959765588793, 0.7612157600001626] User Vector: [2.035544605473842, -0.3739103403685268] Predicted: 3.531604392532943 Movie Vector: [1.8977564126557018, -0.3987427816110712] User Vector: [2.190780380096951, -1.9633530443425278] Predicted: 4.940440369234989 Movie Vector: [1.3664075965548184, -0.4186725262757054] User Vector: [2.008679434622223, -0.005726989358528105] Predicted: 2.747072571613932 Movie Vector: [1.7986883367755022, 0.10063226135844838] User Vector: [1.4097461480659044, 0.07783942352801793] Predicted: 2.5435271115527947 Movie Vector: [1.5772694161910912, -0.8059103406130965] User Vector: [1.895083552431526, -0.606505251703886] Predicted: 3.477846182361323 Movie Vector: [1.82673328182792, -0.3964582418323865] User Vector: [1.471160625021823, -0.1931287385101863] Predicted: 2.763985556759184 Movie Vector: [2.1967539941343865, -0.3277603095420613] User Vector: [2.0319597209573415, -0.1798133892086988] Predicted: 4.5226513250400835 Movie Vector: [1.8867193828025393, -0.4630255833351734] User Vector: [1.9318771790571536, 0.5736412024299452] Predicted: 3.3792995665408077 Movie Vector: [1.6076851467012432, -0.20006506967217094] User Vector: [1.9645583153694437, -0.3973577991580324] Predicted: 3.2378886392212034 Movie Vector: [2.0561545393102376, -0.48521143853115756] User Vector: [2.172859350137528, -0.16765292213138558] Predicted: 4.549081731589293 Movie Vector: [2.083514325545327, 1.4655373540853365] User Vector: [1.9143224550577496, -0.2563086511518639] Predicted: 3.612888356387637 Movie Vector: [1.7213046324136387, -0.5139894722405233] User Vector: [1.9738546984179, -0.5111604234771259] Predicted: 3.6603363123914074 Movie Vector: [2.19613990370217, -0.2943390938950993] User Vector: [1.6608551920541303, -0.17264097524497837] Predicted: 3.6982853497637804 Movie Vector: [1.8663543846636113, -0.4497906593041156] User Vector: [2.0177030969380376, -0.3643611657463233] Predicted: 3.929635270885509 Movie Vector: [1.783573726982182, 0.5541806627309734] User Vector: [1.8272250800671148, 0.057164437504806834] Predicted: 3.290670071951677 Movie Vector: [1.5725551826378106, -0.7701399328120604] User Vector: [2.194559528391457, -0.2781672143916438] Predicted: 3.6652936397812743 Movie Vector: [1.4448080600290676, 0.10435002437001645] User Vector: [1.8347045848768107, -0.7500047522950053] Predicted: 2.5725329578226885 Movie Vector: [1.7265830113609515, -0.2453390805391998] User Vector: [1.7176963934514333, -0.3042376960498696] Predicted: 3.040386808223461 Movie Vector: [1.9880976522459923, -0.5069232246598144] User Vector: [1.7853994023499018, -0.4494060900752191] Predicted: 3.777362744495927 Movie Vector: [1.9471851938653337, -0.5268579754982137] User Vector: [2.095230727556976, -0.4028536483071878] Predicted: 4.2920489079998285 Movie Vector: [1.6360028653350989, -0.3045752799320344] User Vector: [2.075006966669576, -0.3157728525600431] Predicted: 3.4908939480251306 Movie Vector: [2.1110821033167286, 0.008238608809010993] User Vector: [2.0092096119339877, -0.16410286650038017] Predicted: 4.240254474244257 Movie Vector: [1.4103776087619406, 0.28186613366929447] User Vector: [1.8442131655989458, 0.022360413047086757] Predicted: 2.607339597717561 Movie Vector: [1.0064914167165835, -1.257205511839185] User Vector: [1.4474866145464844, -2.1611718587097806] Predicted: 4.173920026154855 Movie Vector: [1.946178547064182, -0.28986141714644303] User Vector: [1.9328262655805437, -0.35211082052043224] Predicted: 3.8636883547036804 Movie Vector: [1.5175168302284767, -0.6876392899227979] User Vector: [1.9911597771319225, -0.2337334575081332] Predicted: 3.1823427822237687 Movie Vector: [2.133967281658064, -0.5020914958535359] User Vector: [1.2562655398675335, -0.9282306554112171] Predicted: 3.146886277424347 Movie Vector: [2.033767336642073, -0.4457407818053496] User Vector: [2.0503409016386316, -0.638415938901829] Predicted: 4.454484374457004 Movie Vector: [1.5526624475641966, -0.9756993194994157] User Vector: [2.1160568374910373, -0.574232435856934] Predicted: 3.8458001853838897 Movie Vector: [1.5564181889405273, 0.02955258547279748] User Vector: [2.181512676008258, 0.21988445576067164] Predicted: 3.401844162516583 Movie Vector: [1.405048114597954, 0.8193657452296668] User Vector: [1.7158434931306477, -0.3039744078916744] Predicted: 2.1617764477154755 Movie Vector: [1.9454721891547904, 0.07508483104142419] User Vector: [2.0941714249921124, -0.47138091047638414] Predicted: 4.038758710625539 Movie Vector: [1.6720896798809408, -0.31051748745094865] User Vector: [1.9134398582699528, -1.2183925145027132] Predicted: 3.577775222418464 Movie Vector: [1.6087261163425008, -0.811981439747671] User Vector:
avg loss: 0.9312171896584853: 79%|███████████████████████████████████▌ | 55349/70000 [01:18<00:21, 681.15it/s]
[2.5392256965655187, 0.08226072524103044] Predicted: 4.018124511237029 Movie Vector: [1.6680250121849984, -0.3219362723675846] User Vector: [1.9396365707907066, -0.16437437894830068] Predicted: 3.28828038945899 Movie Vector: [1.9542845159524063, 0.576101978316535] User Vector: [1.8868361117558827, -0.2564089516087753] Predicted: 3.539696893064481 Movie Vector: [2.14656275696619, -0.43083258428747506] User Vector: [1.8425151228743015, -1.3492539398838204] Predicted: 4.536376903689163 Movie Vector: [1.7303042052216189, -0.7741669198027049] User Vector: [1.660492769308494, 0.045638048434971976] Predicted: 2.83782615409187 Movie Vector: [2.1651447448386776, 0.42180536427901233] User Vector: [1.783916981380373, -0.10718305713329136] Predicted: 3.8172280890055457 Movie Vector: [1.4401018413458662, 1.2143276830426104] User Vector: [1.862585520399972, -0.2853783399815244] Predicted: 2.335770019211837 Movie Vector: [1.486751688154517, -0.14404840824890017] User Vector: [2.1626919295108786, 0.257638943959495] Predicted: 3.1782733973781556 Movie Vector: [1.476851182315672, -0.5531254445975351] User Vector: [1.903084857353052, 0.4309586995716632] Predicted: 2.5721988993251554 Movie Vector: [2.189610833189062, -0.035514373261564966] User Vector: [2.073154072573153, 0.28199525658337943] Predicted: 4.529385731375906 Movie Vector: [1.942380302856331, -0.21726268027469162] User Vector: [2.0123719802297573, -0.5116700348383125] Predicted: 4.0199584996034865 Movie Vector: [1.4077810622178695, -0.6324589151892761] User Vector: [2.0362550558107917, -0.7084322034874693] Predicted: 3.3146555683186567 Movie Vector: [1.6892490699632947, 0.4327198912498713] User Vector: [2.1403469324261195, -0.4412657889153473] Predicted: 3.4246345808078753 Movie Vector: [1.3051752013095503, -0.30619916406862796] User Vector: [1.8478532363666804, -0.17909963629149384] Predicted: 2.466612378682837 Movie Vector: [2.1879511131460756, -0.4843224394359204] User Vector: [2.5384509253504977, 0.08265177990239085] Predicted: 5.5139764161212605 Movie Vector: [1.5679589664099816, 0.2447794288125431] User Vector: [1.7098035680390797, -0.30749664152365214] Predicted: 2.605632983032719 Movie Vector: [2.01488196241551, -0.4419903224982637] User Vector: [1.7302050643023985, 0.29240868355001726] Predicted: 3.356917166999305 Movie Vector: [1.9435994450000031, 0.21220830305899224] User Vector: [2.058788378913637, 0.2650135799740406] Predicted: 4.0576980327228815 Movie Vector: [1.9713172559137644, -0.08282666463107748] User Vector: [1.7001607583089036, -0.060160792992644097] Predicted: 3.356539158506914 Movie Vector: [2.1095129667374297, -0.2619440087308011] User Vector: [2.1107142081628845, -0.27930336629777214] Predicted: 4.525740834616577 Movie Vector: [1.9519258519739304, -0.508009518585369] User Vector: [2.139989103452878, -0.645776142253549] Predicted: 4.505160481112329 Movie Vector: [1.9785744639352487, -0.3696959261590506] User Vector: [2.0921677863037216, -0.4714582402234885] Predicted: 4.313805947013221 Movie Vector: [1.7795606377796631, -0.4006181366146132] User Vector: [1.4064133095527158, -1.0151424637788287] Predicted: 2.9094822483668796 Movie Vector: [2.1459890773539008, -0.30490325245474653] User Vector: [2.187557544263519, -0.482566986431106] Predicted: 4.841610839762764 Movie Vector: [1.9508575921718563, 0.10657108151585601] User Vector: [1.8295689640157602, -0.4749395048226363] Predicted: 3.51861368716859 Movie Vector: [1.517501495965066, -0.18278094251247898] User Vector: [2.1105275328785034, 0.2876296099306761] Predicted: 3.150155477220963 Movie Vector: [2.1927425280746164, -0.31929432569889116] User Vector: [1.9476199591341798, -0.1170219126772288] Predicted: 4.307993545620733 Movie Vector: [1.923008131750715, -0.5956164178189581] User Vector: [2.1656547821425667, -0.6524559088349128] Predicted: 4.553185207830043 Movie Vector: [1.8185723456329819, 0.2734331594504604] User Vector: [2.1110152659898205, -0.4524657315007769] Predicted: 3.7153148494308197 Movie Vector: [2.0928058270015235, -0.23023988318844332] User Vector: [2.0714220446785476, -0.2427823828239873] Predicted: 4.390982312744282 Movie Vector: [1.5858762375313256, 0.2415571284278266] User Vector: [1.9797709247197681, -0.22053712861361202] Predicted: 3.0863993497688766 Movie Vector: [1.725517271276679, -0.44182575062763507] User Vector: [1.4888070981584196, 0.30371109845504246] Predicted: 2.4347749774228244 Movie Vector: [1.2850213598081717, -1.4605523763418868] User Vector: [2.3197634970054835, -0.809209842444207] Predicted: 4.162839001696477 Movie Vector: [1.986600070496357, -0.5344363422334608] User Vector: [1.962014190268272, -0.25067537823541425] Predicted: 4.031707560933926 Movie Vector: [1.8204629809149822, -0.247066759800337] User Vector: [1.8895072029725748, -0.7460466801523854] Predicted: 3.624101251108832 Movie Vector: [1.8884669457514633, 0.07057275607464092] User Vector: [2.1624532369640144, 0.09130808424552911] Predicted: 4.0901653228969 Movie Vector: [1.9955380739749642, -0.16340034698564013] User Vector: [1.8825363200282104, -0.15335377569148717] Predicted: 3.781730962416559 Movie Vector: [1.855288098117357, -0.30622685583214476] User Vector: [1.4062678350134876, -0.5096289348588519] Predicted: 2.7650940434286975 Movie Vector: [1.8373990004329788, 0.054632047590452495] User Vector: [1.6679491545854248, 0.0423019374752437] Predicted: 3.0669991508696075 Movie Vector: [1.6023654947753139, -0.4023462388786588] User Vector: [1.2347081358927245, -0.03362439242152493] Predicted: 1.9919823608982317 Movie Vector: [1.7086766074172965, -0.44915145732557527] User Vector: [1.8221036623223583, -0.049552067725352034] Predicted: 3.135642287531936 Movie Vector: [1.656980530511874, -0.23430472877010972] User Vector: [2.0350650071207284, -0.35204151766615904] Predicted: 3.4545480874376424 Movie Vector: [2.1569241837817685, -0.25271850685775854] User Vector: [1.9420358269406095, -0.5938952341703005] Predicted: 4.338912357708283 Movie Vector: [1.9133580484386026, -0.3600434705292203] User Vector: [1.9296745106621915, -0.11440880156369605] Predicted: 3.733350397816408 Movie Vector: [1.824585125155262, -0.23601859090393124] User Vector: [1.684528342020317, -0.19742469884868463] Predicted: 3.120161254984626 Movie Vector: [1.5951331778943418, -0.2921913791042303] User Vector: [1.8941101530610018, -0.1543014741384253] Predicted: 3.066443508260456 Movie Vector: [1.8047995191194373, -0.7766570807050014] User Vector: [2.0805214865986414, 0.23851497693490764] Predicted: 3.5696798328401984 Movie Vector: [1.4482896682692474, -0.15377766199372367] User Vector: [1.850187599865024, -0.332878602355179] Predicted: 2.7307968784423085 Movie Vector: [1.0925305458571741, -0.4772073434430761] User Vector: [1.7661187951721393, -0.2352823355994221] Predicted: 2.0418171896685147 Movie Vector: [2.048397322894392, 0.14882059898802236] User Vector: [1.9560350873194456, -0.38695099120901133] Predicted: 3.9491507580619167 Movie Vector: [2.2754111769236145, -0.1974351288580867] User Vector: [1.6024538350337962, -0.05994851485452578] Predicted: 3.658077309495164 Movie Vector: [1.9495157775424248, -0.42358437792093445] User Vector: [1.7262344297084875, -0.3049315635971907] Predicted: 3.49448550312842 Movie Vector: [1.148559880498513, -0.4969501768050035] User Vector: [1.9715998232135792, -0.3532502952412344] Predicted: 2.440048254017629 Movie Vector: [1.976053210440554, -0.2885782825148658] User Vector: [1.9911226990701776, -0.43016348234408874] Predicted: 4.058700240814156 Movie Vector: [2.0579866367297632, -0.46651849761617237] User Vector: [1.8730388446833464, -0.6512997871109463] Predicted: 4.158532310614813 Movie Vector: [0.6563339213550705, -0.7736085576824792] User Vector: [1.7549447727221408, -0.9197051075621494] Predicted: 1.8633215261966694 Movie Vector: [2.189901913070388, 0.08642155075461784] User Vector: [2.015051541420787, -0.34921152083383294] Predicted: 4.382585824320977 Movie Vector: [1.5541327156003262, -0.44138604177036916] User Vector: [1.8769470065472573, -0.5340813449422649] Predicted: 3.152760799150654 Movie Vector: [2.074693073612643, -0.5716189781303523] User Vector: [2.0093975546348717, -0.17394350007017043] Predicted: 4.268312594497678 Movie Vector: [1.2546555668358157, -0.3742854600153165] User Vector: [2.014877678856916, -0.7988064537583264] Predicted: 2.826959137279195 Movie Vector: [1.9148133495489295, -0.3817505529106881] User Vector: [1.8889680894974277, -0.4643861495189521] Predicted: 3.7943009839845367 Movie Vector: [1.6733701861855255, -0.7471786751874733] User Vector: [1.9336798398329826, -0.16154972244073307] Predicted: 3.3564687011946863 Movie Vector: [2.2997784032048423, -0.3970548461342185] User Vector: [2.1005355630395837, 0.28155114274445286] Predicted: 4.718975077380846 Movie Vector: [2.0826522990873615, 0.05420657770562799] User Vector: [1.930667848056523, -0.682615096547567] Predicted: 3.983907604254926 Movie Vector: [2.2563007939208086, 0.5303995088702856] User Vector: [1.7922220200633578, 0.07895095312948165] Predicted: 4.085667513516028 Movie Vector: [2.373948159475471, -0.5297384708883753] User Vector: [1.8089693891779135, 0.3589332197125307] Predicted: 4.104258817024818 Movie Vector: [1.7414959803022831, -0.07915630643722997] User Vector: [1.6975418329040255, -1.2356490421233672] Predicted: 3.0540716926245173 Movie Vector: [1.851552444577747, -0.40229898148707993] User Vector: [2.101158446843209, 0.22963430009053945] Predicted: 3.798023413656803 Movie Vector: [1.5335181237813191, -0.6475252707791259] User Vector: [2.050531878870038, -0.1302305689750831] Predicted: 3.228855384077874 Movie Vector: [1.9001308359500226, 0.7565619853431704] User Vector: [1.897758299921607, 0.025846992900431725] Predicted: 3.625543917125038 Movie Vector: [1.9699241199231645, 0.13284967855364782] User Vector: [1.8299077961300803, -0.4137969581685108] Predicted: 3.549806711952922 Movie Vector: [2.13840588085587, 0.09286701293502785] User Vector: [1.9202666768544456, -0.2786651048839048] Predicted: 4.080430758697311 Movie Vector: [1.4594846130550834, -0.9586412424432077] User Vector: [1.891891421345905, -0.41497781569266323] Predicted: 3.159001267847243 Movie Vector: [2.1472381481953913, 0.13058069582081652] User Vector: [1.9340153503610091, -0.25257731710934905] Predicted: 4.11980981767394 Movie Vector: [1.808526339602132, -0.14688289045252217] User Vector: [1.8378581919627588, -0.845381655698086] Predicted: 3.4479870497426743 Movie Vector: [1.5262283711928573, -0.7858207340457791] User Vector: [2.210831326580807, -0.603896018368855] Predicted: 3.8487875069915063 Movie Vector: [1.6098899100734758, -0.7819219164550547] User Vector: [2.385852637211756, 0.46973153029696846] Predicted: 3.473666709180228 Movie Vector: [1.495404957976009, 0.3294575882625768] User Vector: [2.2811633358093086, -0.24687589453641912] Predicted: 3.3299278255081965 Movie Vector: [1.9808072803017385, -0.7043153662971772] User Vector: [1.9755233153194518, -0.5496610537182144] Predicted: 4.300265691779433 Movie Vector: [1.521883345267284, -0.5735813792465961] User Vector: [2.0833502655173763, -0.1733482053205273] Predicted: 3.2700453741467395 Movie Vector: [1.724739647805596, -0.24501258472585252] User Vector: [1.6915051850436722, -0.42546503297472316] Predicted: 3.0216503445531697 Movie Vector: [1.583645152617691, -0.980215703544913] User Vector: [1.7837842120134146, -1.057706873048365] Predicted: 3.861662107380405 Movie Vector: [1.739891270103098, -0.7223808166435944] User Vector: [2.2110600618587317, -0.42315183625904484] Predicted: 4.152680868342668 Movie Vector: [1.2964951442017265, -0.883878568523175] User Vector: [1.7008577753621632, -0.38523160954275126] Predicted: 2.5456518103273216 Movie Vector: [0.9181708130528269, -0.6999254787274566] User Vector: [2.3142032531502057, -0.8028900818317618] Predicted: 2.686797107406044 Movie Vector: [1.5334039868617388, -1.1292539806685202] User Vector: [1.7853446580636654, 0.0014952114465235419] Predicted: 2.735966143119205 Movie Vector: [1.5969296283505225, -0.36049909975729766] User Vector: [2.1878769520571186, -0.08648633779016152] Predicted: 3.525063774839907 Movie Vector: [1.4463411134508883, -0.5741481624507718] User Vector: [2.172525384172129, -0.930694630663507] Predicted: 3.6765693951420886 Movie Vector: [1.9513027961216223, 0.11476173806859293] User Vector: [1.7863660811331412, -0.6136134190667194] Predicted: 3.4153217865376146 Movie Vector: [1.7675691019718154, 0.26005765029876143] User Vector: [1.9178604741446292, -0.1814135516338426] Predicted: 3.3427729340208123 Movie Vector: [2.220038446906593, -0.07173216839117395] User Vector: [1.7024003524879294, -0.7362827972920054] Predicted: 3.8322093961494135 Movie Vector: [1.7996064025582172, -1.1344632633387552] User Vector: [1.5170632798834494, -0.677754431162523] Predicted: 3.4990042952831617 Movie Vector: [1.537756822054269, -0.7262263328252438] User Vector: [2.0006503706651264, -0.28454791657127254] Predicted: 3.283159946000319 Movie Vector: [1.8824555840585122, -0.6531948421483499] User Vector: [1.9581697306687735, -0.34743946467160663] Predicted: 3.9131132103140627 Movie Vector: [2.11111576379898, 0.22309509119511914] User Vector: [2.025509437947017, -0.27768449645395044] Predicted: 4.214134856113694 Movie Vector: [1.6310158597492528, -0.41090814907646217] User Vector: [1.215595811218278, -0.09157770540825139] Predicted: 2.0202860725677443 Movie Vector: [2.421496375843526, -0.13197738742241977] User Vector: [1.9624495731552913, -0.129453115801276] Predicted: 4.769149413188357 Movie Vector: [1.6075032114874384, -0.8120210569587029] User Vector: [1.9936136767771495, -1.010247916994971] Predicted: 4.025082969233132 Movie Vector: [1.9551831899138874, -1.1294908512898585] User Vector: [2.0422233035361796, -0.36220668667062134] Predicted: 4.402029811994824 Movie Vector: [1.8034218067252006, -0.16180111313891615] User Vector: [2.416735620036827, -0.3065850006059009] Predicted: 4.407999512633692 Movie Vector: [1.9947859139004809, -0.23058744383337615] User Vector: [2.003892688249369, -0.25813254138373287] Predicted: 4.056859030375897 Movie Vector: [2.2535876005752673, -0.3003106117379542] User Vector: [1.7547802380524589, -0.09381734535194361] Predicted: 3.98272533058381 Movie Vector: [2.2091648938214004, -0.13869833605555854] User Vector: [2.19746107887907, 0.7343361425459421] Predicted: 4.752702669921962 Movie Vector: [2.3149696596791576, 0.43309830928383025] User Vector: [1.7520090043504375, -0.9114506125058228] Predicted: 3.6610999692839683 Movie Vector: [2.1195388663748367, 0.05903069691111129] User Vector: [1.8608425024851853, 0.06760982877353544] Predicted: 3.9481190635301067 Movie Vector: [1.6640735418770316, -0.30884705238741234] User Vector: [2.2075581104424336, -0.5412653972330149] Predicted: 3.840707266238026 Movie Vector: [1.522703648087939, -0.7240853543950746] User Vector: [1.9531862471013577, -0.4055332934949381] Predicted: 3.267764542395712 Movie Vector: [1.4347137684405598, -1.3971939438923051] User Vector: [1.9036893113989444, -0.6451641281284627] Predicted: 3.632668678534841 Movie Vector: [1.3477953122548634, -0.8575443577343741] User Vector: [1.7720916801095807, -0.8717884773307438] Predicted: 3.1360141492103586 Movie Vector: [1.5503103010010153, -0.8903872423727104] User Vector: [1.871445568021952, -0.18024827063807206] Predicted: 3.061812102503011 Movie Vector: [2.1321805007677335, -0.02385465561750725] User Vector: [1.74368083390954, -0.4163468787550643] Predicted: 3.727774085034468 Movie Vector: [1.798943270004908, -0.45160625716510905] User Vector: [2.1731714697011157, -0.7704769041216477] Predicted: 4.257364380888035 Movie Vector: [1.5418595672404716, -0.7503939764953322] User Vector: [1.8593172826971482, -0.7419494115678129] Predicted: 3.4235605101668973 Movie Vector: [2.1551959047909173, -0.3069342440428412] User Vector: [1.4539959644051612, -0.9819253770425387] Predicted: 3.435032671377557 Movie Vector: [1.7112975201225513, -0.42954406109313015] User Vector: [2.009376651916393, 0.3909008734228043] Predicted: 3.270732132761795 Movie Vector: [2.1694167184445896, 0.08997166638332682] User Vector: [1.733866485944334, -0.06157696940495486] Predicted: 3.7559387596102103 Movie Vector: [2.1835071453056756, -0.3978998296249985] User Vector: [1.9544769030779885, -0.2799223948288458] Predicted: 4.378995356416316 Movie Vector: [1.969734937557666, -0.16528454994277583] User Vector: [1.0701990884218016, -0.15002630601631695] Predicted: 2.1328055650762727 Movie Vector: [1.769624551377122, -0.6494231015365205] User Vector: [2.4004380310022593, -0.6776897235065081] Predicted: 4.687981435839979 Movie Vector: [1.753907405472811, 0.329667770004968] User Vector: [1.729855605844384, 0.04232892754138714] Predicted: 3.0479610406383917 Movie Vector: [1.3777065695098647, -1.0935038061554636] User Vector: [1.9105508685335246, 0.5650986666760992] Predicted: 2.0142409400977224 Movie Vector: [1.6519304759960354, -0.013500006535355998] User Vector: [2.0317953092524825, -0.4193820984188706] Predicted: 3.3620462534094315 Movie Vector:
avg loss: 0.9310354337336681: 79%|███████████████████████████████████▋ | 55418/70000 [01:18<00:21, 662.89it/s]
[1.4294925187318337, -0.16391916915419594] User Vector: [1.8663517488489685, -0.18343945906234213] Predicted: 2.698005106021269 Movie Vector: [1.4116012630555421, -0.3463602622785663] User Vector: [1.8102370559997232, -0.722144827994487] Predicted: 2.8054551867064363 Movie Vector: [2.025639632695021, 0.06772992402758786] User Vector: [1.9374589303193475, 0.02534747033661781] Predicted: 3.9263103782139614 Movie Vector: [2.1615029396009, -0.31960749622483503] User Vector: [1.9872142287584833, -0.3429452061513574] Predicted: 4.404977255758542 Movie Vector: [1.2076577323399893, -0.41570813933318246] User Vector: [1.7398883263611968, -0.9019583549197362] Predicted: 2.476141020217884 Movie Vector: [1.664858080589053, -0.5156423680912439] User Vector: [1.7792719367093444, -0.7929004193865811] Predicted: 3.371088311308923 Movie Vector: [1.1999715527395278, 0.5284746159837791] User Vector: [2.1717456233961814, 0.33517032461575935] Predicted: 2.7831619764524618 Movie Vector: [1.2982913371838676, -0.4135342077704218] User Vector: [1.8539388444079277, -0.22661658561060555] Predicted: 2.500666451561602 Movie Vector: [1.8975414193542948, -0.26313575023782354] User Vector: [1.9484889552760607, -0.4095012419561835] Predicted: 3.805092914316164 Movie Vector: [1.578395006384944, 0.0016784218295873045] User Vector: [2.2099697430290113, -0.18422371271166674] Predicted: 3.487896001557866 Movie Vector: [1.842518784708496, -0.39577935657638175] User Vector: [2.0076123305146614, -1.0265812050559648] Predicted: 4.105363080196121 Movie Vector: [1.3658251863535729, -0.19295415194784252] User Vector: [2.0463340053287364, -0.4796952149575288] Predicted: 2.887493707565343 Movie Vector: [1.5643133878572804, 0.606058722179244] User Vector: [1.8997676631360465, -0.17148258920851073] Predicted: 2.867903470370359 Movie Vector: [1.7736833813041613, -0.7987614427083128] User Vector: [2.208030250472312, -0.09103584692746877] Predicted: 3.989062485109563 Movie Vector: [2.173808559502279, 0.4212848164330232] User Vector: [2.131406876790031, 0.12779674666779275] Predicted: 4.687109341508867 Movie Vector: [1.6684058222586309, -0.4715754996990305] User Vector: [2.324056841663469, -0.37831125029518187] Predicted: 4.055872282791052 Movie Vector: [2.181260122131546, -0.42587833409160586] User Vector: [1.8139096428008077, -0.4359144095755316] Predicted: 4.142255271547833 Movie Vector: [1.690806990299715, -0.5064317771393115] User Vector: [1.741809521178601, -0.39740354028993696] Predicted: 3.1463214953298646 Movie Vector: [1.7992863427209502, -0.48664949699089805] User Vector: [1.8387578966913483, -0.11580432805178748] Predicted: 3.3648080890828145 Movie Vector: [1.94729485495602, -0.3146470164347602] User Vector: [2.1884862442407864, -0.6595275345051228] Predicted: 4.469146374540717 Movie Vector: [1.3324269159718556, 0.23824446448336542] User Vector: [1.908421142749561, -0.07079579534918043] Predicted: 2.5259649912586424 Movie Vector: [1.6388853195707331, -1.0818325688376853] User Vector: [1.8163296132632358, -0.8436331714225315] Predicted: 3.889425779675425 Movie Vector: [1.6782278355060367, -0.27447702291485526] User Vector: [1.004067110226956, -1.4821180314667854] Predicted: 2.0918607179844146 Movie Vector: [2.082189354956681, -0.48722022613169963] User Vector: [1.7844546003616184, -0.0944630578173721] Predicted: 3.761596685667312 Movie Vector: [1.6681189623885868, -1.600298916756714] User Vector: [2.104591596960591, -0.24914186953341397] Predicted: 3.9094106149067045 Movie Vector: [1.4460475961214714, -1.3570936535546392] User Vector: [2.1761310285331446, -0.30209276650732636] Predicted: 3.5567572188675545 Movie Vector: [1.5963882028427618, -0.4534097522847888] User Vector: [2.496282806435719, -0.1681432053064407] Predicted: 4.0612741922195665 Movie Vector: [1.5920334584544988, 0.8750016360295488] User Vector: [1.7910961856105505, -0.148905404057863] Predicted: 2.7211925826379546 Movie Vector: [2.14905164614181, 0.06102764570900239] User Vector: [1.8174613166116758, -0.21660231657719195] Predicted: 3.892599504827561 Movie Vector: [2.2278640772056044, 0.317412563534171] User Vector: [2.0287589974238887, -0.7594905499816003] Predicted: 4.278727449218702 Movie Vector: [1.8066022843583451, -0.1617290840636286] User Vector: [2.0537961926854273, 0.41239614786122514] Predicted: 3.643696442047 Movie Vector: [1.667831264392062, -0.4554597917184734] User Vector: [2.3193197013192246, -0.8023909303006544] Predicted: 4.23369071597219 Movie Vector: [1.6935572847419664, -0.32418709350306923] User Vector: [1.8419638520842025, -0.7335038241225244] Predicted: 3.357263772744243 Movie Vector: [2.0872955591680444, 0.04337465401613254] User Vector: [2.0814924053646213, -0.4732985740394471] Predicted: 4.324160692264295 Movie Vector: [1.645259076083011, -0.2699197918142414] User Vector: [1.9779334229087837, -0.643198102244753] Predicted: 3.427824813781832 Movie Vector: [1.9882927735616462, 1.303179590609632] User Vector: [1.8488563097765007, -0.44989876271129897] Predicted: 3.0897687546765784 Movie Vector: [1.631904136882872, -0.580508467979917] User Vector: [1.7465464999895135, -0.40774743618101533] Predicted: 3.086897298091368 Movie Vector: [1.5981693277888762, 0.666416504291623] User Vector: [1.3953040255084141, -0.23752547035673882] Predicted: 2.071641202872534 Movie Vector: [1.8041614304556504, -0.5921791295364555] User Vector: [2.10745396131881, 0.270327041390253] Predicted: 3.6421051214117255 Movie Vector: [1.3243606957958736, -0.86424133661331] User Vector: [1.823594390505414, -0.21642815274945607] Predicted: 2.6021428918721417 Movie Vector: [2.218788948650165, -0.02096716465059135] User Vector: [1.4401647247215938, -0.7517583631845562] Predicted: 3.2111838168264293 Movie Vector: [1.8747600523071022, -0.16263919967516002] User Vector: [1.8016295778655704, 0.15154340515057696] Predicted: 3.352976263507541 Movie Vector: [1.5143997362282773, 0.0759017998984528] User Vector: [2.2903097675542234, 0.7851424715380878] Predicted: 3.528038234631624 Movie Vector: [2.2899704103800427, -0.19797979629502088] User Vector: [1.9416423849349684, -0.2595541468086441] Predicted: 4.497690086153518 Movie Vector: [2.0294333406366216, 0.06777955651166827] User Vector: [2.201671777747256, -0.5419717906342248] Predicted: 4.43141150328796 Movie Vector: [1.0132058900954075, -0.788170614255944] User Vector: [2.365590087113828, 0.47957303057950357] Predicted: 2.0188444397226064 Movie Vector: [1.8131068576417406, -0.5908097406278554] User Vector: [1.8469436158646988, -0.3854545033492716] Predicted: 3.57643641074954 Movie Vector: [1.7968677466233436, -0.3925376005095494] User Vector: [2.07203984091291, -0.06503413222917426] Predicted: 3.748709902071433 Movie Vector: [1.4259251979429262, -1.4037559502173165] User Vector: [1.635062022342375, -0.5766857119514528] Predicted: 3.1410021374146737 Movie Vector: [1.9772809210420779, -0.001908746813274923] User Vector: [1.9921413925030584, -0.020641563696289153] Predicted: 3.9390625669334214 Movie Vector: [1.6063520231577106, -0.5945968555383437] User Vector: [1.9542703136051802, 0.2233832381352193] Predicted: 3.0064231010815603 Movie Vector: [1.8657617101002095, -0.3946999426817792] User Vector: [1.7069462551380263, -0.4484087018206687] Predicted: 3.3617418529421017 Movie Vector: [2.0265233647379723, 0.08892361296069623] User Vector: [2.232333597126188, -0.540947739004772] Predicted: 4.47577316509056 Movie Vector: [2.172758833627746, 0.09792353025346566] User Vector: [2.2502337248227127, -0.4394162449201473] Predicted: 4.8461860133823125 Movie Vector: [1.925309845773457, -0.1831048547179592] User Vector: [1.801325907316876, -0.4326480574961746] Predicted: 3.5473304645158312 Movie Vector: [1.9331370217690023, -0.052711478488303154] User Vector: [1.9315584067249478, -0.6825919173843037] Predicted: 3.769947494918637 Movie Vector: [1.7307394972983168, -0.7886307980399376] User Vector: [2.0192093775343727, 0.3235472292133822] Predicted: 3.239566113435727 Movie Vector: [2.2596484238845336, -0.4024337798379614] User Vector: [1.8673894374868416, -0.21331969234291132] Predicted: 4.3054906492991964 Movie Vector: [1.4834896091648713, -1.1234015440645602] User Vector: [1.6302196006643228, -0.1903996100041633] Predicted: 2.632309054110396 Movie Vector: [1.6788197746051816, -0.23346233909955547] User Vector: [2.0204770313218576, -0.472461018789497] Predicted: 3.5023186488986626 Movie Vector: [2.0073187004001385, 0.3972934236279535] User Vector: [1.4267304710945221, -0.561842327551178] Predicted: 2.640686493206828 Movie Vector: [2.2270200184307014, -0.2265381012286598] User Vector: [2.0564002438832625, -0.8838073474518033] Predicted: 4.779860547377472 Movie Vector: [1.759508197413898, -0.28714901398380566] User Vector: [1.82986031677943, -0.10285133186482022] Predicted: 3.2491878860277037 Movie Vector: [1.999685780891877, 0.16394215379532182] User Vector: [1.7110958818464677, 0.29660052896524425] Predicted: 3.470279434206423 Movie Vector: [1.5445790727321462, 0.46883994588940353] User Vector: [2.0598236404763135, -0.18397074452066312] Predicted: 3.0953076546923572 Movie Vector: [1.397255442790145, -1.4221928746988712] User Vector: [2.2085457399623003, -0.09126799271688305] Predicted: 3.215703244743332 Movie Vector: [1.813728185323895, -0.2514528548566512] User Vector: [1.8958237179719921, -0.9635051987254931] Predicted: 3.680785044580091 Movie Vector: [1.7744185259992837, -0.5041906672637543] User Vector: [2.231447994654598, -0.18420087332973514] Predicted: 4.052395022753755 Movie Vector: [1.7682050648710015, -0.9706113849491717] User Vector: [1.5944682141736983, -0.49893691025854925] Predicted: 3.303620617546065 Movie Vector: [1.9320605326810842, -0.6240286347795055] User Vector: [1.8157605829852874, -0.4171533009086199] Predicted: 3.768474964043641 Movie Vector: [1.0154782431530107, -0.340317950559154] User Vector: [1.9758593733811596, 0.43644134811846647] Predicted: 1.8579133800675578 Movie Vector: [1.5219743228520035, -1.118354697311401] User Vector: [2.3659128207510625, -0.39014185768715515] Predicted: 4.037175542451698 Movie Vector: [2.2390490479303993, -0.23170798227986583] User Vector: [2.155870547563576, -0.025880354659021464] Predicted: 4.833096581742143 Movie Vector: [1.841670573868681, -0.22213377973985024] User Vector: [1.3600463995486631, 0.41157448216145415] Predicted: 2.4133328377778245 Movie Vector: [2.136112267935182, -0.26546380043778295] User Vector: [1.621229242403654, 0.04778034220721614] Predicted: 3.450443722605161 Movie Vector: [2.1262042202214206, -0.41264743195155024] User Vector: [1.8654733424219172, 0.3463245544090557] Predicted: 3.823467355369378 Movie Vector: [1.7291372233057614, -0.3496251089943324] User Vector: [2.0176453675557338, 0.33063038179338994] Predicted: 3.3731890251997023 Movie Vector: [2.1136662963647868, 0.1666833976907788] User Vector: [1.820878813746715, -0.9298374500582939] Predicted: 3.693741712905279 Movie Vector: [2.287435566942878, -0.3744756502009074] User Vector: [2.0021897029346607, 0.03780799040972665] Predicted: 4.565721766468066 Movie Vector: [1.7343099144273377, -0.09247833930342025] User Vector: [1.9047265243181457, -0.009758129010106087] Predicted: 3.304288510963247 Movie Vector: [1.7840816040197374, -0.44633719737944977] User Vector: [1.7944322760857567, -0.1051345069269928] Predicted: 3.2483390545935293 Movie Vector: [1.7560600986158987, -0.6551953019818499] User Vector: [1.8469305427463503, -0.09639783770667704] Predicted: 3.3064804414184947 Movie Vector: [1.9197509703670341, -0.32195306684070835] User Vector: [1.7514817961800155, 0.44510470302713706] Predicted: 3.2191060535919713 Movie Vector: [1.3636680583010388, -0.7977659861752862] User Vector: [1.942802662570281, -0.02059393508543876] Predicted: 2.665767075461968 Movie Vector: [2.0659949873141086, 0.15923675388586472] User Vector: [1.8484252308089308, -0.05484133054479776] Predicted: 3.81010450582144 Movie Vector: [1.9407467883000762, 0.07278023607290142] User Vector: [1.8696682432669551, -0.6233221453828355] Predicted: 3.5831871054165583 Movie Vector: [1.884829687513607, -0.20195536754558951] User Vector: [2.067685872086525, -0.34529573618977544] Predicted: 3.966970043475276 Movie Vector: [2.1046450829325734, -0.4199813251169421] User Vector: [2.06715657014717, -0.3413457026124014] Predicted: 4.493989731518135 Movie Vector: [2.0314889845396986, -0.2520523416891236] User Vector: [1.7826593396391126, -0.10218918231477661] Predicted: 3.6472098343614068 Movie Vector: [1.7267103865710216, -0.48106634872970594] User Vector: [1.576328717981314, -0.18510147575425073] Predicted: 2.810909261074095 Movie Vector: [2.1832654257947186, -0.01541762206644415] User Vector: [1.8413871133964745, 0.4540663711267193] Predicted: 4.013236196479348 Movie Vector: [1.9983016043978041, 0.09576241943048283] User Vector: [1.58688113507168, -0.12350185395464224] Predicted: 3.1592402818635 Movie Vector: [1.7613570121327347, -0.39364668571023675] User Vector: [1.6119170685575088, -0.9068838562685977] Predicted: 3.1961532560244623 Movie Vector: [1.9460798752119763, -0.1131628463318818] User Vector: [1.292158677953167, -0.49033290653369865] Predicted: 2.57013146609871 Movie Vector: [2.24971330523063, -0.15297792868329357] User Vector: [2.0285859383634492, 0.033486667628922544] Predicted: 4.558614055287635 Movie Vector: [1.265060810285481, -0.8604140293075081] User Vector: [1.5489795260357049, -0.4542313657302533] Predicted: 2.3503803339481686 Movie Vector: [1.3382810464768087, -0.4931740552155165] User Vector: [2.0123532079338617, -0.5627566534594736] Predicted: 2.970631137880813 Movie Vector: [1.2053831832661688, -1.5795495666409605] User Vector: [1.5318091490712729, -0.3180267711384219] Predicted: 2.3487560367956903 Movie Vector: [1.4197990851554578, -1.4015952727224805] User Vector: [2.4048513460938614, -0.41875408988427676] Predicted: 4.001329493933943 Movie Vector: [1.6126069500290368, -0.7427516654989696] User Vector: [1.9205003966233463, -0.7615648214302232] Predicted: 3.6626658266310534 Movie Vector: [1.9696139110253668, -0.5389603967664398] User Vector: [2.095455060003516, -0.3469926581799008] Predicted: 4.3142527368391 Movie Vector: [1.812842366547033, 0.6350432273308841] User Vector: [1.573401917432845, -0.01971468209160405] Predicted: 2.8398099801873435 Movie Vector: [1.5405559764905006, -0.947660307996296] User Vector: [2.3586397786868614, -0.5656900869901779] Predicted: 4.169698649511839 Movie Vector: [2.292476394269044, -0.04291053410900863] User Vector: [2.176408735152741, -0.5861725986144316] Predicted: 5.014518628905217 Movie Vector: [1.4324036486522072, -0.5468101862551431] User Vector: [2.057694024626499, -0.5798078771331371] Predicted: 3.2644932819722117 Movie Vector: [1.8069971316730788, -0.407168403928567] User Vector: [1.649971381560804, -1.1978884959362956] Predicted: 3.469235900797813 Movie Vector: [1.8890912269079847, 0.4220285909294876] User Vector: [1.38376835867983, 0.0763860290529636] Predicted: 2.6463017546628493 Movie Vector: [1.690561844574815, -0.3948074699204737] User Vector: [1.7638986120652562, -0.7835105295292139] Predicted: 3.291315501075475 Movie Vector: [1.7120176600957306, -0.4990396200408297] User Vector: [1.977303451655488, -0.1302626879720636] Predicted: 3.450184670913516 Movie Vector: [2.2098328768395312, -0.09941819132277366] User Vector: [2.229188097410121, -0.16799073260157826] Predicted: 4.942834481110485 Movie Vector: [1.7508822055638908, -0.4291083070244306] User Vector: [1.8023745235064026, -0.3857232129032871] Predicted: 3.3212625158380105 Movie Vector: [1.5903798649056835, 0.026548201434075366] User Vector: [1.8649001526422084, -0.07603207788323675] Predicted: 2.9638811379026087 Movie Vector: [2.1542384105333507, 0.06040949490024553] User Vector: [1.9399784158845184, 0.02180783716369401] Predicted: 4.180493419531998 Movie Vector: [0.6188227657932976, -2.32388271803906] User Vector: [2.2593395884858367, -0.36088656197005314] Predicted: 2.2367888175478354 Movie Vector: [1.7722403647532343, -0.44564342761823933] User Vector: [2.118976968820535, -0.47251963309660616] Predicted: 3.965911785036292 Movie Vector: [2.1098428864811223, -0.3860428373162457] User Vector: [1.947530059885169, -0.9976025836502284] Predicted: 4.494099774963229
avg loss: 0.9310425810404545: 79%|███████████████████████████████████▋ | 55550/70000 [01:19<00:22, 634.42it/s]
Movie Vector: [1.9503181698362562, -0.3630345166231969] User Vector: [2.128244287391635, -0.4781991214616639] Predicted: 4.324356290459593 Movie Vector: [1.6518511821305908, -0.22715610127633803] User Vector: [1.9720080448739983, -0.4188935013068439] Predicted: 3.3526180347030063 Movie Vector: [1.3313651994983517, -0.30873757948916863] User Vector: [2.1057670229670147, -0.212892591952427] Predicted: 2.8692728761600974 Movie Vector: [2.293182336714537, 0.203485721368165] User Vector: [1.976130057617161, -0.22109169736335393] Predicted: 4.48663753965186 Movie Vector: [1.8190437835083788, 0.09243798955220504] User Vector: [1.214716624295309, -0.0913562084380962] Predicted: 2.201177939907535 Movie Vector: [2.2132190247638603, -0.09967337008995183] User Vector: [2.0263119853824425, -0.5939999468149822] Predicted: 4.543878212687753 Movie Vector: [1.4654411107949192, -0.2965248825306166] User Vector: [1.8706155115758245, -0.3823971810425918] Predicted: 2.854667152342576 Movie Vector: [1.7381744853447598, -0.24549287775235187] User Vector: [1.5610928637350525, -0.10419489044581358] Predicted: 2.739030888500686 Movie Vector: [2.1284844452144425, 0.15911646372629543] User Vector: [1.9289082105377164, 0.023015125458202158] Predicted: 4.1093132077510806 Movie Vector: [0.49958849876061007, -2.1030400573121844] User Vector: [1.0109081638098913, -0.14505108137907627] Predicted: 0.8100863264392754 Movie Vector: [1.403663945271528, -0.4426379433404991] User Vector: [1.770630643811083, -0.216518464536211] Predicted: 2.581209682948082 Movie Vector: [1.6934944230797633, -0.8585414367027313] User Vector: [2.000883868472527, -0.572128427422435] Predicted: 3.879681634546219 Movie Vector: [2.139434993484176, -0.24737012624440985] User Vector: [1.882347316760079, 0.9323122971813078] Predicted: 3.7965335087146 Movie Vector: [1.9015174275092592, -0.039907197607609635] User Vector: [1.9165945279862675, 0.06160710510820991] Predicted: 3.6419793295171843 Movie Vector: [2.41700466910394, -0.5211952574304884] User Vector: [1.6646070861852909, -0.5260779706278419] Predicted: 4.29755244286324 Movie Vector: [1.7998152049320972, 0.19728935516484175] User Vector: [1.9946057903730638, -0.1698680764426376] Predicted: 3.5564086660945837 Movie Vector: [1.2836031116492854, -0.44002756312662306] User Vector: [1.8599436549462842, -0.5372968723519547] Predicted: 2.623854896397982 Movie Vector: [2.0077966866287764, -0.5452831965516528] User Vector: [1.584766354379641, -0.3395763517667703] Predicted: 3.3670539139689417 Movie Vector: [1.4549335127375802, -1.219826461095243] User Vector: [1.9982071726727713, -0.02192041188868942] Predicted: 2.9339976793741536 Movie Vector: [1.1392380182024913, -0.5448078691992487] User Vector: [1.618534834409124, -0.3487472926572468] Predicted: 2.0338966865455492 Movie Vector: [1.813874727712678, -0.02522903693709016] User Vector: [1.9289100172788134, -0.2701528872132365] Predicted: 3.5056168295440293 Movie Vector: [1.5472364997922723, -0.8900911892244766] User Vector: [1.4680754488299943, -0.26531619567768744] Predicted: 2.5076155270099565 Movie Vector: [1.7496989421493532, -0.24101064481176018] User Vector: [2.131344794613195, -0.3568134385352777] Predicted: 3.8152075693891265 Movie Vector: [2.23777811029657, -0.10687270346284351] User Vector: [2.0798213119579225, -0.6448771603537182] Predicted: 4.723098370756176 Movie Vector: [2.1002552300609296, 0.12401285170956185] User Vector: [1.8011282065619265, -0.4157378244101934] Predicted: 3.7312721026733113 Movie Vector: [1.1019191320059745, -0.6644889550497277] User Vector: [1.831210879784715, -0.7347034855415361] Predicted: 2.506048654551158 Movie Vector: [1.8512469936643294, -0.1653162086059574] User Vector: [2.4151099401792915, -0.6830740728340509] Predicted: 4.583888232043707 Movie Vector: [2.2857790224890047, -0.192915894530764] User Vector: [1.9706657576221855, -0.5800266273960626] Predicted: 4.616402804785967 Movie Vector: [1.8601137628796571, -1.1614951822570971] User Vector: [1.8457973803056646, -0.2988612704429496] Predicted: 3.780519036376505 Movie Vector: [1.786424364804439, -0.39223245956193736] User Vector: [1.9675359281885993, 0.11819196583979098] Predicted: 3.468495395282429 Movie Vector: [2.0612583250652303, -0.5552599761260689] User Vector: [1.5784256400987882, -0.12390705738054372] Predicted: 3.322343620873014 Movie Vector: [1.9622689067127304, -0.17754944192674377] User Vector: [1.9119744948421755, -0.34195887876058945] Predicted: 3.812522709742418 Movie Vector: [1.2696274648984351, 0.006049357517206211] User Vector: [2.4792332735407396, -0.6706357640337478] Predicted: 3.143645740476913 Movie Vector: [1.6588096204541258, -0.5457991130316797] User Vector: [2.217666413176178, -0.3021486951052354] Predicted: 3.8435988709267552 Movie Vector: [1.1877171720984674, -0.5434096951469125] User Vector: [1.8235490093025004, -0.23320598902878514] Predicted: 2.292586867916294 Movie Vector: [1.9160234315075224, 0.23647580408839253] User Vector: [2.1886433378183883, 0.22356165032503558] Predicted: 4.246358839496806 Movie Vector: [2.217425279796077, -0.07772380064203531] User Vector: [1.747722417620828, -0.09785446375458012] Predicted: 3.883049491731535 Movie Vector: [1.9962428129269798, -0.054922420547313666] User Vector: [1.6477806072384134, -0.36273324372597104] Predicted: 3.3092923822385463 Movie Vector: [1.3507481440346947, -0.8255674238472706] User Vector: [1.875447014021372, 0.34438889369805653] Predicted: 2.248940321652862 Movie Vector: [2.135167830339767, 0.39580951306821033] User Vector: [1.7376015104609035, 0.3565814757004065] Predicted: 3.8512091873520315 Movie Vector: [1.9869765050285033, -0.4583303849227909] User Vector: [1.6609205983651314, -0.027578942659620166] Predicted: 3.3128504730743464 Movie Vector: [2.0456827728307507, -0.43615390136126125] User Vector: [1.9436518447422904, -0.5021417125943715] Predicted: 4.195106162154272 Movie Vector: [2.0674254101213245, -0.09368345322947282] User Vector: [1.7368179732059044, -0.18282193691152485] Predicted: 3.607869000937277 Movie Vector: [1.2465483922664546, -0.5074231000353725] User Vector: [2.0714575503202064, -0.753407119096975] Predicted: 2.9644682549607677 Movie Vector: [2.0345723357507253, -0.19061719849424755] User Vector: [1.1965039636137127, -0.6869036306304334] Predicted: 2.5653095096908527 Movie Vector: [1.8482663316905155, -0.2486927381067587] User Vector: [2.1303131609139636, 0.15924300611441847] Predicted: 3.897783512059532 Movie Vector: [1.7890226495911679, -0.9354840557036794] User Vector: [1.6161608860522467, -0.0372623689710384] Predicted: 2.926206782580954 Movie Vector: [1.043030720307352, -0.7981418669063713] User Vector: [2.353280763018395, -0.8116651886853481] Predicted: 3.1023680983367474 Movie Vector: [1.5164190569845313, -0.13795936654280783] User Vector: [1.854523205127476, -0.47357630923401195] Predicted: 2.877568617506943 Movie Vector: [1.4510492886242432, -1.1293229520499974] User Vector: [1.807284146827375, -0.6595079742221338] Predicted: 3.3672558679447886 Movie Vector: [2.050368806536752, 0.09718196920748863] User Vector: [1.8392087303901747, -0.32141395808865897] Predicted: 3.739820568124248 Movie Vector: [1.5940962654143562, 0.4644173756143033] User Vector: [2.0184095706594185, -0.10981476551596919] Predicted: 3.1665392734601467 Movie Vector: [1.1298246830122154, -0.2839165419976781] User Vector: [1.8138863290969243, -0.034338230185335814] Predicted: 2.059122738364664 Movie Vector: [1.9849470050775235, -0.5342251394801019] User Vector: [1.684418684349341, -0.3637412633246394] Predicted: 3.5378015499301205 Movie Vector: [1.6767489250728422, -0.3292152892690744] User Vector: [1.7634334541558268, 0.21119130504828076] Predicted: 2.8873077421106887 Movie Vector: [1.8613322569576096, 0.7011930039893193] User Vector: [1.9511327165508345, 0.08493907596476158] Predicted: 3.691264948753205 Movie Vector: [1.4470637914098454, 0.18642630680507272] User Vector: [2.0557974599854063, -0.08046892503684361] Predicted: 2.959868542310019 Movie Vector: [1.6106146421707712, -0.1999581134474591] User Vector: [1.6011283890690726, -1.8740961858138194] Predicted: 2.953541565164358 Movie Vector: [1.94872048535959, -0.6033628865454123] User Vector: [2.1052896041842373, -0.24650831995769634] Predicted: 4.251354950775542 Movie Vector: [1.8806206184663212, -0.14686642341309836] User Vector: [1.7524214105118372, -0.31062138468045347] Predicted: 3.341259688654037 Movie Vector: [1.3637431079914752, 0.18348013082138057] User Vector: [1.8375953714940312, -0.22556480756102795] Predicted: 2.4646213627520224 Movie Vector: [1.820153011990189, 0.06026018652624762] User Vector: [2.2283203716823423, -0.41380679810209275] Predicted: 4.030947961357252 Movie Vector: [1.5385671241338463, -1.0928497583427648] User Vector: [1.2109650888215646, -0.4856115701861694] Predicted: 2.393851561261088 Movie Vector: [0.8339521142126041, -0.8695943957200933] User Vector: [1.1539804191492216, -0.4451351544979548] Predicted: 1.3494514459988598 Movie Vector: [2.2226183316638877, -0.3136869352062087] User Vector: [2.0856888087866405, -0.5904946923721118] Predicted: 4.820920650861145 Movie Vector: [1.4709641812444498, -0.7304949621402385] User Vector: [1.9113583372420673, -0.2569359341164398] Predicted: 2.999230057070886 Movie Vector: [2.0903525018187596, -0.2598682656718915] User Vector: [1.9543958340007594, -0.3960931500771848] Predicted: 4.188308261102723 Movie Vector: [1.947517792340966, -0.4687883431218342] User Vector: [2.0629548881868067, -0.5173279269321912] Predicted: 4.260158651257769 Movie Vector: [2.2236048435138374, -0.13387286858420255] User Vector: [1.6904676567114132, 0.016008268838330474] Predicted: 3.756788996396531 Movie Vector: [1.9642017486276848, -0.6121058145829256] User Vector: [2.072700340188345, 0.612912185853516] Predicted: 3.696034519789476 Movie Vector: [1.9926242698714862, -0.24029170388508758] User Vector: [1.9057901108140964, 0.40963533475523983] Predicted: 3.699091655529363 Movie Vector: [2.0199625245746677, -0.23809309401718673] User Vector: [1.84134806625057, -0.0412093966068896] Predicted: 3.7292657612648994 Movie Vector: [1.800198757889976, -0.34017211510932976] User Vector: [1.9905077546060266, -0.28648828572371754] Predicted: 3.680764913520817 Movie Vector: [1.6902355186668132, 0.9498585869312496] User Vector: [1.9395703977589767, -0.13073744496631257] Predicted: 3.1541486925122375 Movie Vector: [1.0905680903646708, -0.47694590513380253] User Vector: [2.0038231881891617, 1.1587553413616238] Predicted: 1.6326420126575527 Movie Vector: [1.7632553696870497, -0.672735072413686] User Vector: [1.8030341967191557, -0.8914758736967772] Predicted: 3.7789368155408827 Movie Vector: [2.085830610727014, -0.4876474756637909] User Vector: [1.8764991863647233, -1.2497866563616304] Predicted: 4.523514752016915 Movie Vector: [1.6175607579083613, -0.9933107154561118] User Vector: [1.9357542125354175, -0.24123362106345816] Predicted: 3.3708199918837054 Movie Vector: [1.5186040866049106, -0.5183430814754016] User Vector: [2.115914502708941, 0.6459572386326127] Predicted: 2.8784089451462256 Movie Vector: [1.5825043560768983, -1.1283361722842316] User Vector: [2.0235942213750175, -0.2574903975534038] Predicted: 3.4928823998333574 Movie Vector: [2.2860374330038242, -0.312075973104978] User Vector: [2.14479592033297, 0.2835020303704814] Predicted: 4.814609588029953 Movie Vector: [1.8537352767506101, -0.6383695933434357] User Vector: [1.7983951909502147, -0.3677837503614941] Predicted: 3.5685305701596532 Movie Vector: [1.9865609956711174, -0.3687472798378184] User Vector: [1.550430545494483, -1.2737213923407882] Predicted: 3.549706146873338 Movie Vector: [1.0761169870301066, -0.16682743017190577] User Vector: [1.8708878107000304, -0.7390405568688849] Predicted: 2.1365863908171194 Movie Vector: [1.8414386689042854, -0.16662389955277782] User Vector: [1.8470404014218818, 0.09183737440272857] Predicted: 3.385909316759076 Movie Vector: [1.9990643939413848, 0.15857984404521103] User Vector: [1.7353680000838962, -0.3092896044309155] Predicted: 3.4200652821175277 Movie Vector: [1.8771454301948016, -0.8602737179522262] User Vector: [1.9641597442413283, 0.0554755003145415] Predicted: 3.639289373164349 Movie Vector: [1.1746133509477792, -0.6936547363504277] User Vector: [1.8143149443198692, -0.22898117814362068] Predicted: 2.2899524351766183 Movie Vector: [1.8787173611085688, -0.5951662220501275] User Vector: [1.492650839687786, -1.5339317284215088] Predicted: 3.7172133982821784 Movie Vector: [1.9423053165826627, -0.040275412106186015] User Vector: [1.9874042518451658, -0.5114700323638434] Predicted: 3.8807455108912725 Movie Vector: [1.9832650857911744, 0.12295011007394495] User Vector: [1.9603404103874342, -0.25022509696818596] Predicted: 3.857109488971439 Movie Vector: [1.7921916777561804, -0.93555712113781] User Vector: [1.398881352641974, -0.2273237834256535] Predicted: 2.719737902761114 Movie Vector: [1.7831825727332973, -0.14182638501845127] User Vector: [1.6964319845058475, -0.34085668827075793] Predicted: 3.073390422504993 Movie Vector: [2.134301867439438, 0.0934625788233077] User Vector: [2.051413307928863, -1.0359898052842398] Predicted: 4.281508975166166 Movie Vector: [1.560303587454719, -1.2886697261277527] User Vector: [2.0678475943660577, 0.00589526689593289] Predicted: 3.2188729678227386 Movie Vector: [1.6792344128454257, -0.9096403430389238] User Vector: [1.9198294179844746, -0.9925341330734839] Predicted: 4.126692714759339 Movie Vector: [1.6586551544046528, -0.4576038943881134] User Vector: [1.9451690390641099, -0.5045479452110365] Predicted: 3.457247757466122 Movie Vector: [2.071342659487108, -0.3757497186859318] User Vector: [1.9248057020656257, -0.3514967471816349] Predicted: 4.119006965785083 Movie Vector: [2.151108554812745, -0.017518106155915453] User Vector: [1.8685318294739497, -0.6087810147325281] Predicted: 4.030079493763113 Movie Vector: [2.377301442149003, 0.4006713404899207] User Vector: [2.0537136382237096, -0.09952942531259305] Predicted: 4.842417805652112 Movie Vector: [1.7404321835615373, -1.0436854868772327] User Vector: [2.2855131691370456, 0.06938157170914258] Predicted: 3.9053681360702734 Movie Vector: [1.4358853228693644, -0.20501504883992147] User Vector: [1.146236638958891, -0.43706041286658703] Predicted: 1.735468328306022 Movie Vector: [1.0208164076366912, -0.3558634449265976] User Vector: [1.1181752739693405, -0.4330538240239967] Predicted: 1.2955596919373713 Movie Vector: [1.5431224918474573, 0.08574826506037267] User Vector: [2.3039926257777408, -0.8806864990630957] Predicted: 3.47982550253156 Movie Vector: [1.9155690819203877, -0.6768650380953439] User Vector: [1.8048276672674164, -0.7486872785878944] Predicted: 3.9640323209548542 Movie Vector: [1.408974106762185, -0.6579954858961391] User Vector: [0.8441725567196822, -0.2528770184407126] Predicted: 1.3558092106781277 Movie Vector: [2.2530811109275275, -0.11161760896748654] User Vector: [1.7342294175796316, 0.1573905044171699] Predicted: 3.889791990986284 Movie Vector: [2.310540161247317, -0.37403935873531724] User Vector: [1.9678706573025244, -0.24975826845709714] Predicted: 4.640263608410174 Movie Vector: [2.1916323404004947, -0.4595725950593909] User Vector: [2.0479054280695514, -0.047436860787562776] Predicted: 4.51005644745256 Movie Vector: [1.7636737270135812, -0.4921874277597868] User Vector: [1.8051387116089148, -0.10195793218913674] Predicted: 3.2338581316636668 Movie Vector: [2.055952446817298, -0.11012150078887505] User Vector: [1.667561005165484, -0.4504150357280078] Predicted: 3.4780265084993323 Movie Vector: [1.324341789233599, -0.47619717096041836] User Vector: [2.2264896533597778, 0.34713868224285427] Predicted: 2.783326832825609 Movie Vector: [2.090045866403821, 0.04299910981301389] User Vector: [2.0743688118189585, -0.29444839834273473] Predicted: 4.322864941524615 Movie Vector: [1.5813310639169387, 0.24206343929715562] User Vector: [2.0397089650432174, -0.004773365601596347] Predicted: 3.224299690478164 Movie Vector: [2.084273289273013, -0.37294506965498075] User Vector: [1.9271794191703016, -0.25299303282873303] Predicted: 4.111121091263876 Movie Vector: [2.108684329421968, 0.012093208689647436] User Vector: [1.6227259820119806, 0.1403485338070073] Predicted: 3.423514113323152 Movie Vector: [2.0381749621539798, 0.4036828475636446] User Vector: [1.819015130500819, 0.420516626641961] Predicted: 3.877226444056708 Movie Vector: [1.9145423679505542, -0.27941075429375667] User Vector: [1.8955768071778323, -0.7428680234785163] Predicted: 3.8367274238272424 Movie Vector: [1.8684037649734397, -0.4531159398543349] User Vector: [1.4340767293479606, -0.18508037358170407] Predicted: 2.7632972277985917 Movie Vector: [1.9037765026921616, -0.4856985966680278] User Vector: [1.837039382960533, -0.28418587297673853] Predicted: 3.63534109149805 Movie Vector: [1.7199939202337677, -0.6218763164553561] User Vector: [1.8750564064300657, -0.5962723239048285] Predicted: 3.5958932555492993 Movie Vector: [2.0333240323478523, -1.183775235723736] User Vector: [1.9156964541189316, -0.2788635812057736] Predicted: 4.225343440420218 Movie Vector: [1.697520990700428, -0.6947913687581171] User Vector: [1.9487290719680046, -0.17687193851726954] Predicted: 3.4308976011111683
avg loss: 0.9311248789610302: 80%|███████████████████████████████████▊ | 55700/70000 [01:19<00:20, 684.94it/s]
Movie Vector: [2.2642928774645976, -0.1945472846235977] User Vector: [1.9120273175691216, -0.48502684901494075] Predicted: 4.423750493134899 Movie Vector: [2.2543930857303485, -0.30035367609286967] User Vector: [1.8734210414006351, 0.5945690983269795] Predicted: 4.04484642802161 Movie Vector: [1.992350219392638, 0.07185159202567834] User Vector: [1.6479095553970857, -0.06340070017306375] Predicted: 3.278657522991631 Movie Vector: [2.099782271784747, -0.48954037254970584] User Vector: [1.938173474759189, -0.700745765746805] Predicted: 4.412785645169107 Movie Vector: [2.1273697077774747, 0.03770113905205081] User Vector: [2.0464452763807652, 0.3248071474506995] Predicted: 4.3657912890278805 Movie Vector: [1.776601626106922, -0.5260063009854089] User Vector: [1.4160906631572168, -2.1219552668139583] Predicted: 3.6319908156332574 Movie Vector: [1.911773517511849, 0.08243953331534642] User Vector: [2.1560574054711013, 0.2819646806830479] Predicted: 4.14513848670188 Movie Vector: [1.6376010064456996, -1.012209190790022] User Vector: [1.8396670876768215, -0.4123023454161919] Predicted: 3.4299768977191434 Movie Vector: [1.7150581998490575, -0.47179840370673587] User Vector: [1.7130544519552984, -0.31105967196503426] Predicted: 3.0847455413045117 Movie Vector: [1.72232753884068, -1.1224577056110825] User Vector: [1.8306198641267426, 0.37178692109521577] Predicted: 2.7356119107055283 Movie Vector: [1.6723534283130754, -0.43129260387004187] User Vector: [2.0158619850030384, 0.10932360485388057] Predicted: 3.324083239423943 Movie Vector: [2.132961755832641, -0.12823256492238996] User Vector: [2.2159545305218096, -0.6639659041248561] Predicted: 4.811688317174038 Movie Vector: [1.8815179010270604, -0.282451484676519] User Vector: [1.8045572672488672, -0.518310055486447] Predicted: 3.5417042464521327 Movie Vector: [1.8354269923293536, -1.4202927096783515] User Vector: [1.8504590755800285, -0.14629720331680038] Predicted: 3.6041673868375907 Movie Vector: [1.6473134323640306, -0.507823912323691] User Vector: [1.5282469988080356, -1.3888727097688105] Predicted: 3.2228045823008973 Movie Vector: [1.8026093408797275, -0.9372500328284448] User Vector: [2.177167461321632, -0.1575407919140378] Predicted: 4.072237514831028 Movie Vector: [1.5555168767717682, -0.5417489006870327] User Vector: [1.4592775873183514, -0.8505272017260812] Predicted: 2.7307030915080057 Movie Vector: [2.2486102604556044, -0.2318227607722026] User Vector: [2.0202260453505163, -0.4340914267952799] Predicted: 4.643333287002047 Movie Vector: [1.9984726615846595, -0.44476353253730594] User Vector: [2.1556490535083177, 0.25832131418025633] Predicted: 4.19311380118273 Movie Vector: [2.198990222821032, -0.6297068940963165] User Vector: [1.770390769976315, -0.3581398864003661] Predicted: 4.118595149267698 Movie Vector: [1.6865449313888345, -1.1297249191456775] User Vector: [2.0618921658936653, -0.7199499169066692] Predicted: 4.290819143124631 Movie Vector: [1.8432897064861615, 0.12054649488701034] User Vector: [2.010443241335725, -0.46263388430101116] Predicted: 3.6500604390603666 Movie Vector: [1.3401162277178926, -0.7894816674597498] User Vector: [1.9817222183959111, -1.4826070282236214] Predicted: 3.826229172530991 Movie Vector: [2.1934111616433665, -0.6285782820575085] User Vector: [2.148917870039493, 0.009532283432893134] Predicted: 4.707468655255179 Movie Vector: [2.1345888153954005, 0.09120855327045678] User Vector: [2.0636680696357623, -0.09785170144175039] Predicted: 4.39615786800956 Movie Vector: [1.622773568268968, -0.26260779850521837] User Vector: [2.059866555492805, -1.1019411186742394] Predicted: 3.632075331672387 Movie Vector: [1.6046866669455053, -0.38063956122388304] User Vector: [1.877088350060025, 0.0891184642048515] Predicted: 2.9782166349081787 Movie Vector: [0.9865739535139333, 0.32118377502073114] User Vector: [1.3471586893009166, -0.30761280420153286] Predicted: 1.2302714324160926 Movie Vector: [1.7558109475187418, -0.21394998341430235] User Vector: [1.7649048096937525, -0.23475207785302205] Predicted: 3.1490643893518993 Movie Vector: [1.9734109321613538, -0.41819851914254114] User Vector: [2.2399762212976837, -0.42107604746951455] Predicted: 4.596486942388474 Movie Vector: [2.0165991321571415, -0.1802989219335872] User Vector: [1.8839590161957258, -0.3094542951432686] Predicted: 3.8549843928819723 Movie Vector: [1.3970911833891235, -1.0596117113602141] User Vector: [1.7831593322073147, -0.18971625110904305] Predicted: 2.692261743115374 Movie Vector: [0.4818822586964116, -0.06633262693582107] User Vector: [1.1101581627579664, -0.4302590052958728] Predicted: 0.563505733064136 Movie Vector: [1.6822909476138352, 0.9503940936197512] User Vector: [1.996682661833684, -0.336420311679038] Predicted: 3.0392692900668297 Movie Vector: [1.5058920253601085, -0.9363328716081247] User Vector: [1.946698466072079, -0.48800578246615783] Predicted: 3.3884535514966068 Movie Vector: [1.808168842809957, -0.2631212334047564] User Vector: [1.9690902295930373, -0.5111475267547759] Predicted: 3.694941369523142 Movie Vector: [2.059674453125414, -0.3934407105401068] User Vector: [2.21326478901341, 0.019130447623884442] Predicted: 4.551078247026838 Movie Vector: [2.199629772267627, -0.21755611052784424] User Vector: [2.0723032777698873, 0.0002160332789907203] Predicted: 4.558252987590512 Movie Vector: [2.1383881332531978, -0.2955834715452216] User Vector: [1.8431532798341783, -0.6745909567954813] Predicted: 4.140775038246738 Movie Vector: [2.421635023875722, -0.21153623078583686] User Vector: [2.0981228041333773, -0.002337667258314329] Predicted: 5.081382168202383 Movie Vector: [1.4067563543886141, -0.29460649822668855] User Vector: [2.019956321349155, -0.1679475764798494] Predicted: 2.8910648380377606 Movie Vector: [1.790449234641629, -0.5467563889758819] User Vector: [1.850518615728948, -0.44851846613140733] Predicted: 3.558489976152991 Movie Vector: [2.045095672528985, 0.3764685513689075] User Vector: [1.7360073796661748, 0.15571256218364674] Predicted: 3.608922062348895 Movie Vector: [2.1677010368047935, 0.08963849108308333] User Vector: [1.5721524412729924, -0.472747273404878] Predicted: 3.365580124710998 Movie Vector: [2.1263273359988784, -0.23416879369277102] User Vector: [1.7661117075331654, -0.24591140408609433] Predicted: 3.8129163790055616 Movie Vector: [1.789673301397065, -0.7319080829165145] User Vector: [2.0559714186822906, 0.05007010975756132] Predicted: 3.642870438407066 Movie Vector: [2.2935700896701934, -0.20197407913303786] User Vector: [1.9778355424655183, 0.15136453488644686] Predicted: 4.505732729938444 Movie Vector: [2.13851767023301, 0.4071604381737382] User Vector: [2.041388347942377, -0.7762604065728235] Predicted: 4.049482526605431 Movie Vector: [2.433534381687023, -0.13277147527353794] User Vector: [1.947013732496544, 0.15407873434070998] Predicted: 4.717667598780425 Movie Vector: [1.9748584415962718, 0.36967862006006996] User Vector: [1.8935256058903482, -0.60294999735072] Predicted: 3.5165473041854125 Movie Vector: [2.134954846486717, -0.4110228808667331] User Vector: [2.0985276106319803, 0.14813138557314867] Predicted: 4.41937630395988 Movie Vector: [1.1805467863500372, -0.4526220575059209] User Vector: [1.6795534020363343, -0.21277368557637077] Predicted: 2.0790974346259614 Movie Vector: [2.082517123035416, -0.2751347770973379] User Vector: [1.4458283872131932, -0.1879303268938711] Predicted: 3.0626685419419295 Movie Vector: [2.255527714489588, -0.33047089294079923] User Vector: [1.8598926928769568, -0.8602108556815142] Predicted: 4.4793141643550864 Movie Vector: [2.2752762914723292, -0.9089180179569168] User Vector: [1.871164984150236, -0.2321034881626398] Predicted: 4.468380368291902 Movie Vector: [1.356029258053988, -1.3445972144953018] User Vector: [1.2493354376714065, -0.2896274954146272] Predicted: 2.0835677301818705 Movie Vector: [1.7085593053146122, -0.42932909792561175] User Vector: [2.09216092843279, -1.0342054383437846] Predicted: 4.018595510403401 Movie Vector: [1.7178541588887797, -0.43351561763317237] User Vector: [2.1818276347972754, -0.17010153769963526] Predicted: 3.821803349591179 Movie Vector: [2.2735056350333176, -0.1525851793177611] User Vector: [1.787061821710607, -0.2431779111926512] Predicted: 4.10000046699742 Movie Vector: [1.8303215443033958, -0.48860408311214537] User Vector: [1.8343694173923277, -0.8960421359881201] Predicted: 3.7952957111487695 Movie Vector: [2.3859009201913057, 0.400254582724082] User Vector: [2.2146016919106426, -0.5425726648026039] Predicted: 5.066653019038766 Movie Vector: [2.1597868141083034, -0.2647660718944246] User Vector: [1.74082745910063, 0.15706363752592917] Predicted: 3.718231069458013 Movie Vector: [1.7836663591570951, -0.47146336713844345] User Vector: [2.000878844012498, -0.25778415580819347] Predicted: 3.690436068906501 Movie Vector: [2.016722178259107, -0.3782922989650048] User Vector: [1.9502253300285326, -0.36266593453968243] Predicted: 4.070256405804537 Movie Vector: [1.4556941872587117, -1.1562262715014533] User Vector: [2.1636761488424407, -0.6041566024093513] Predicted: 3.8481925287870062 Movie Vector: [1.4358922582077436, -0.17857664954445282] User Vector: [1.8923148163754338, -0.5527784216718237] Predicted: 2.8158735134079182 Movie Vector: [1.9761646615518356, -0.3587529662472408] User Vector: [2.0372671245879883, -0.08377021945744113] Predicted: 4.0560281124656425 Movie Vector: [2.3019412395332557, -0.2852632814037127] User Vector: [1.6052943823853238, -0.1715245005812286] Predicted: 3.744222982280779 Movie Vector: [1.314913802616495, -1.2014931176039347] User Vector: [2.325321823424312, -0.8795012777323291] Predicted: 4.114312493265245 Movie Vector: [1.6963081790105627, -0.23853944932726873] User Vector: [1.6233224381584326, -0.12305121304530103] Predicted: 2.783007697618396 Movie Vector: [1.7409055107005311, -0.5009427214926409] User Vector: [2.097918237341202, -0.09638823071467031] Predicted: 3.7005624030005113 Movie Vector: [1.864862887527291, -0.35417635774877293] User Vector: [2.069340137449817, -0.3454729870956131] Predicted: 3.9813939882708995 Movie Vector: [1.5254404446842893, -0.5162560429955361] User Vector: [2.0174722342121125, -0.42500726702566755] Predicted: 3.29694631201375 Movie Vector: [1.7695162346211324, -0.04757495120384396] User Vector: [1.777596416757784, -0.8180652851437262] Predicted: 3.184405134079523 Movie Vector: [1.3754056850137166, -1.4719824873351897] User Vector: [1.9894499514588864, -0.2761778886292804] Predicted: 3.1428297887383243 Movie Vector: [1.4123612986018386, -0.1473135685792722] User Vector: [1.9486316700078008, -0.2500283478225113] Predicted: 2.7890045241126007 Movie Vector: [1.9560941352982484, -0.3127171651778676] User Vector: [2.394476378448056, -0.603192239129158] Predicted: 4.872449768070192 Movie Vector: [1.6977935286959025, -1.6139798535534469] User Vector: [1.986647961111067, -0.1609720548546559] Predicted: 3.632723705691794 Movie Vector: [1.8055038009570505, -0.26764770054614795] User Vector: [2.5551856733387033, -0.32318749339386715] Predicted: 4.699897834816171 Movie Vector: [2.355507617026816, -0.29098680865724735] User Vector: [1.9425110935160768, -0.7718069012769491] Predicted: 4.800185304038427 Movie Vector: [1.7064360067348505, -0.749941166693037] User Vector: [2.2591141224842306, -0.43901601647527266] Predicted: 4.184269865522692 Movie Vector: [1.6318672541838655, -0.8800531409072062] User Vector: [1.2102918080886154, -0.25091302427102796] Predicted: 2.195852364731039 Movie Vector: [2.132505523812055, -0.26841132689629993] User Vector: [1.806103418429799, -0.6661963658375246] Predicted: 4.030340166905325 Movie Vector: [2.175609989751152, -0.18156128606302263] User Vector: [2.1246115376204404, 0.26469541750796605] Predicted: 4.57426764516985 Movie Vector: [2.1246759070584944, 0.03487495192351348] User Vector: [2.1119747283449173, -0.2936747210946363] Predicted: 4.477019929851528 Movie Vector: [2.381978622847366, 0.40121553716109115] User Vector: [2.0239545993838206, -0.2433205489845704] Predicted: 4.723392604582688 Movie Vector: [2.116061538627519, -0.08236150698955792] User Vector: [1.9033852511678275, -0.34779337525838233] Predicted: 4.056325109694384 Movie Vector: [1.5115344632767922, -1.2204473757661933] User Vector: [2.037205624722976, -0.5836520684266033] Predicted: 3.7916231458218648 Movie Vector: [2.1132127921123574, -0.0818409738157532] User Vector: [1.9293035542045438, -0.06417051105496016] Predicted: 4.082280727727871 Movie Vector: [2.26775668154692, -0.23593680398468397] User Vector: [1.969589531605007, 0.007142895619464637] Predicted: 4.464864548238471 Movie Vector: [1.9962700404873412, -0.07502200668521042] User Vector: [2.085235289570406, -0.3827036532773692] Predicted: 4.191403931970975 Movie Vector: [1.8683359645911217, -0.48843179191981] User Vector: [1.629450536056722, -0.29312890537980363] Predicted: 3.187534515555206 Movie Vector: [2.109589323148303, -0.5034712617715719] User Vector: [1.798191292520832, -0.9514704706274931] Predicted: 4.27248319006541 Movie Vector: [1.9246869406228082, -0.16937186504163332] User Vector: [2.0706263515727046, 0.3399727798196222] Predicted: 3.927725673999998 Movie Vector: [1.7096492770412843, -0.39684442035017253] User Vector: [2.3876905646565976, 0.33234062968198874] Predicted: 3.950225923118488 Movie Vector: [1.6968422498167828, -0.43235616592310244] User Vector: [1.8724260763190965, 0.7441826655155758] Predicted: 2.855459711948158 Movie Vector: [1.5795052667799363, -0.3448763885753949] User Vector: [2.2503315883011523, -0.30548090801961214] Predicted: 3.659763748059466 Movie Vector: [2.1824182900718005, -0.2966573719900135] User Vector: [2.045170133323219, -0.5126678588138575] Predicted: 4.6155034049726416 Movie Vector: [1.6922393305261823, -0.9414650683839912] User Vector: [1.7230995537461045, 0.17182080361763213] Predicted: 2.754133550633605 Movie Vector: [1.4784697643262101, 0.2211888488426946] User Vector: [1.989080072676179, -0.27908368779485027] Predicted: 2.8790645466413944 Movie Vector: [1.9892070476327008, -0.0950121774637522] User Vector: [2.2103760052436665, -0.5432815586377585] Predicted: 4.448513891410991 Movie Vector: [2.0909578021644255, 0.7493099930003693] User Vector: [1.396832219169665, -0.4038411795064355] Predicted: 2.6181149955982317 Movie Vector: [1.6303606019021564, -0.41085878479802845] User Vector: [1.8326295166093036, -0.09106204928696525] Predicted: 3.0252606046740627 Movie Vector: [2.1131164582138715, 0.12104421294633151] User Vector: [1.7324140777592827, -0.7495937207663678] Predicted: 3.570058718194869 Movie Vector: [2.2157586848809787, -0.40251893163670227] User Vector: [2.038089975079631, 0.3425830634217897] Predicted: 4.3780193941661825 Movie Vector: [1.978165355397128, -0.32395022549007974] User Vector: [1.6331571949424717, -0.06393272540360971] Predicted: 3.251366003763446 Movie Vector: [1.4860575442247486, -0.3320396058207282] User Vector: [2.0928860400858427, -0.001880222054058369] Predicted: 3.110773397261911 Movie Vector: [2.1638765755276372, -0.4589296716429677] User Vector: [1.8406192308374245, 0.45407179370289674] Predicted: 3.774485818888396 Movie Vector: [2.1185281080700578, -0.2798155236155156] User Vector: [2.005410421995491, -0.557979897084515] Predicted: 4.404649784283719 Movie Vector: [2.1777941128452194, 0.02866316873663735] User Vector: [1.6194322283113118, 0.019160771172671898] Predicted: 3.5273391813854365 Movie Vector: [2.1013231777250225, 0.6083902337668495] User Vector: [1.560573496903993, 0.2853350187000454] Predicted: 3.4528642983165385 Movie Vector: [1.9800070828328211, -0.4923592257300127] User Vector: [1.5660210500682206, 0.028162141949283927] Predicted: 3.0868668805953208 Movie Vector: [1.9951492310254015, 0.21884395025877648] User Vector: [1.890703640922393, -0.009010388967858263] Predicted: 3.770264046168145 Movie Vector: [1.1739598553575976, -0.5665398641437515] User Vector: [2.0764489668220905, -0.4576629799988302] Predicted: 2.696952051260056 Movie Vector: [1.5664443069180123, -0.8935624974041574] User Vector: [1.9947430225023137, -0.6843147929372702] Predicted: 3.7361318867508135 Movie Vector: [2.10899462530923, -0.08170067348878711] User Vector: [1.6524225414112794, 0.043903817631679345] Predicted: 3.48136328710697 Movie Vector: [1.7833888346140834, -0.4360649973428793] User Vector: [2.174522106177378, -0.8208083438483381] Predicted: 4.2359442330574755 Movie Vector: [1.856282073069086, -0.9411338152583772] User Vector: [1.9227298182509263, -0.548792138108205] Predicted: 4.085615731696154 Movie Vector: [1.9783060230529301, -0.36389418208630286] User Vector: [1.3570038197655303, -1.4909595783521392] Predicted: 3.2271203462361724 Movie Vector: [2.2121071542864845, 0.30939266158224593] User Vector: [2.0478621369304815, 0.10933360439734278] Predicted: 4.5639174989612 Movie Vector: [2.1789420798903554, 0.09256229669565395] User Vector: [2.0798911981512656, -0.5118809481420011] Predicted: 4.48458157705059 Movie Vector: [1.640737793754723, 0.27419471127742523] User Vector: [1.5880288471522668, -0.11808813271145316] Predicted: 2.573159805641359 Movie Vector: [1.5160492429207983, -0.8212065558830528] User Vector: [2.0206466484584547, -0.8005274371885214] Predicted: 3.720798201189361 Movie Vector: [2.0020633782933843, -0.17684806963482413] User Vector: [1.8924269622728527, -0.7656197756614387] Predicted: 3.924157096661447 Movie Vector: [1.4914072559902802, -0.5839551075062925] User Vector: [1.995595387838417, -0.10060647904027585] Predicted: 3.034995108726746 Movie Vector: [1.3544849147126101, -0.9541207421357701] User Vector: [1.9938311395712411, -0.2783728967846788] Predicted: 2.9662155559041805 Movie Vector: [1.543617883849093, -0.45370365157256787] User Vector: [1.7574601002352088, -0.17022489113599695] Predicted: 2.7900784955712323 Movie Vector: [1.7401281720832922, -0.6282790556472178] User Vector: [1.9258950208845904, -0.07328632695692894] Predicted: 3.397348446608569 Movie Vector: [1.8735325547550916, -0.4664916259005305] User Vector: [1.885542459636228, -0.2291299952461856] Predicted: 3.6395124055264354 Movie Vector: [1.8170836990881118, -0.342602318080007] User Vector: [1.3717361119630989, -0.829214516540476] Predicted: 2.7766501440510116 Movie Vector: [2.0969651845866863, -0.2738159149099217] User Vector: [2.3381597814908, 0.5009110044735305] Predicted: 4.765882252808654 Movie Vector: [1.8723969416961854, -0.26289415133591865] User Vector: [1.869126883522821, -0.12401816918132659] Predicted: 3.5323511116874116 Movie Vector: [1.8866444409329848, -0.2022584245168666] User Vector: [1.924140075393407, 0.07164956965198498] Predicted: 3.6156764477422234 Movie Vector: [1.8949827829801296, -0.6155103830766365] User Vector: [1.8762554431128091, -0.015473120323904046] Predicted: 3.5649956273894845 Movie Vector:
avg loss: 0.9311771199333098: 80%|███████████████████████████████████▊ | 55778/70000 [01:19<00:19, 711.90it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 0.9300820129178564: 81%|████████████████████████████████████▍ | 56600/70000 [01:20<00:20, 640.57it/s]
Movie Vector: [1.8887888692931518, 0.1319552759366566] User Vector: [1.6027365338837698, -0.9048320933253262] Predicted: 2.907833557058065 Movie Vector: [1.456314765015425, -0.1923574073676892] User Vector: [0.9996467271369945, -0.40334545739772937] Predicted: 1.5333867749875127 Movie Vector: [1.391721896287615, -0.5216294996114413] User Vector: [2.038791995630069, -0.16411751586171436] Predicted: 2.923039999970709 Movie Vector: [1.8491578671190478, -0.28081481448383405] User Vector: [1.8089405209002223, -1.4277431196090509] Predicted: 3.7459480146366606 Movie Vector: [1.6057731794918633, -0.3805879769020968] User Vector: [2.123672349345678, -0.5249082620289478] Predicted: 3.609909874112558 Movie Vector: [2.259778106605262, -0.10881943262004785] User Vector: [1.9742070203656148, -0.585836296707642] Predicted: 4.52502017594458 Movie Vector: [1.1906037203094344, -1.0206497178451703] User Vector: [1.7271703856439506, -0.25607522848262526] Predicted: 2.3177385964538972 Movie Vector: [1.7249267600448048, -0.7032907776850925] User Vector: [1.94205064022773, -0.08414071261924651] Predicted: 3.409070505903925 Movie Vector: [1.6712947369920115, 1.0267834200547852] User Vector: [1.5184688680832834, 0.08826846919960077] Predicted: 2.628441628201575 Movie Vector: [2.0502259086011847, -0.21938790250263146] User Vector: [2.030815783314289, 0.23860052811515656] Predicted: 4.11128506514796 Movie Vector: [1.4552253167299507, -1.099425835380476] User Vector: [1.7983579074880414, -0.10903335944974495] Predicted: 2.7368900478154723 Movie Vector: [1.7044901965540664, -0.48884462072423956] User Vector: [1.5027992293978105, -1.4600482109580881] Predicted: 3.2752432678224848 Movie Vector: [2.224044467799705, -0.4287587819023095] User Vector: [2.161802419952562, -0.35273605530630664] Predicted: 4.959183393977667 Movie Vector: [1.4339327096682055, -0.9473841943362848] User Vector: [2.0274614312940282, -0.5075903962477776] Predicted: 3.388126382525261 Movie Vector: [2.05492489588666, 0.5921977585661928] User Vector: [1.6032865614212317, 0.35032076393534] Predicted: 3.5020926414867106 Movie Vector: [1.7948989530554333, -0.4886140096676628] User Vector: [2.3512049777559993, 0.49920759882006993] Predicted: 3.976255526476926 Movie Vector: [1.4830672781265217, -0.5460413868916469] User Vector: [1.7599216086927392, 0.38062451025964916] Predicted: 2.402245414452857 Movie Vector: [1.800642053915992, -0.07639791546949234] User Vector: [1.3374291734793364, -0.04741775459301653] Predicted: 2.41185383150815 Movie Vector: [2.230185103041821, -0.07564289486185287] User Vector: [1.9992597665180258, -0.6836259668793185] Predicted: 4.5104307955368546 Movie Vector: [1.8685863273916228, 0.7561323570344495] User Vector: [2.221606380290383, -0.18064639628308876] Predicted: 4.0146707216452935 Movie Vector: [1.9841113086259612, -0.7653216263723163] User Vector: [1.9043727013770937, -0.3907043778860782] Predicted: 4.077501922555419 Movie Vector: [1.5406033781587576, -0.5566799560577473] User Vector: [1.9414591754993358, -0.2764214899511218] Predicted: 3.1448968672110005 Movie Vector: [1.3208993532960849, -1.8161825929884587] User Vector: [1.6948970753027623, 0.4064054597522129] Predicted: 1.500681928973404 Movie Vector: [2.0281791758291665, -0.4924055588061536] User Vector: [1.7877691436072558, -0.4154859251414769] Predicted: 3.8305037273995595 Movie Vector: [1.6338023483942274, -1.6056733712394142] User Vector: [1.8563417403126798, -0.2691435409160155] Predicted: 3.4650521114350155 Movie Vector: [1.9247539927574357, -0.05425785507782557] User Vector: [1.722194935923555, -0.16702611005906887] Predicted: 3.323864057699297 Movie Vector: [2.11873965990774, 0.606141389991882] User Vector: [1.4180501453671712, -0.39623758075658105] Predicted: 2.764303084760547 Movie Vector: [2.2724600343301704, -0.09368307452871111] User Vector: [2.0525948524553947, 0.6327101410151562] Predicted: 4.605165537580923 Movie Vector: [1.9488684378131904, 0.37795454337655754] User Vector: [2.012672833516578, -0.4978197259113747] Predicted: 3.7342813336938243 Movie Vector: [1.00578738014155, -1.1160965949175605] User Vector: [1.8221173226704566, -0.2454079454881072] Predicted: 2.106561580604245 Movie Vector: [1.5239233209185503, -0.6476502709152708] User Vector: [2.1051171552937187, -0.34180807909952676] Predicted: 3.4294092212476524 Movie Vector: [1.4039539152353853, 1.265759479909134] User Vector: [1.881432364200458, -0.4899936060998992] Predicted: 2.0212302819539905 Movie Vector: [1.1142582141439958, -0.7686709692615911] User Vector: [2.0584304256627215, -0.4771752054603219] Predicted: 2.6604137377273935 Movie Vector: [1.519147370539478, -1.0203130668565243] User Vector: [2.0106604462700934, -0.8659046892764832] Predicted: 3.93798339912008 Movie Vector: [2.0344503569658468, -0.550994420865094] User Vector: [1.8308687315771863, -0.5199775501196471] Predicted: 4.011316273605839 Movie Vector: [1.5481971921235178, -0.5716345987670306] User Vector: [2.2350335655467855, 0.2842587132388065] Predicted: 3.29778057499305 Movie Vector: [1.6730295893297626, -0.8062065736006303] User Vector: [1.7943030565962101, -0.03147755974300461] Predicted: 3.027299521496012 Movie Vector: [1.9099077811821712, 0.08746684450442976] User Vector: [1.626406395024681, -1.0447724255465836] Predicted: 3.0149032819342834 Movie Vector: [1.8462668314155655, -0.16373687831763428] User Vector: [1.9447905118571795, -0.3321109686060332] Predicted: 3.6449810293482083 Movie Vector: [2.1524288125671003, 0.0942308589589055] User Vector: [2.005275113326816, -0.7869127034679771] Predicted: 4.242060471074934 Movie Vector: [1.4212560021347742, 0.3994847697786561] User Vector: [1.9605587259425559, -0.3197032601126413] Predicted: 2.658739273519979 Movie Vector: [2.10513211161532, 0.7452120277839447] User Vector: [1.866387401572957, -0.35834383881086307] Predicted: 3.6619499130013824 Movie Vector: [2.0511035230825017, 0.4752820802164313] User Vector: [1.6688894989851764, -0.841073372882637] Predicted: 3.0233180287255763 Movie Vector: [2.1659927289459624, 0.2651600269477188] User Vector: [1.8923940174861125, -0.1272849943406101] Predicted: 4.065160789646361 Movie Vector: [1.5756084913062218, 0.058995902548705105] User Vector: [1.9725012028755746, -0.13027619561081571] Predicted: 3.10020388262182 Movie Vector: [2.1547533806431516, 0.3300829403546087] User Vector: [1.98226253601861, -0.24207206072939264] Predicted: 4.191383043225109 Movie Vector: [0.3494919030709705, -1.1772658234497138] User Vector: [1.5678592311240176, -0.5701716620597864] Predicted: 1.2191977176754278 Movie Vector: [1.3177904420169086, 0.03622470676191126] User Vector: [2.2056322905309873, -0.86840522057811] Predicted: 2.8751034265996416 Movie Vector: [1.5532068720246264, -0.7982093295481266] User Vector: [2.056494510212248, -0.3288630269231857] Predicted: 3.4566629417761052 Movie Vector: [1.7502899307766535, -0.4090019922721169] User Vector: [1.9507633922673435, 0.9244017538430326] Predicted: 3.036319363831599 Movie Vector: [1.9669082269673936, -0.12680572075796454] User Vector: [2.0355949971974456, 0.08144905732367728] Predicted: 3.993500340342339 Movie Vector: [2.105155652368324, 0.1783986935886405] User Vector: [1.8220635941745402, -0.3298924291222034] Predicted: 3.7768750958708934 Movie Vector: [1.7475637967886481, -0.1011708749262781] User Vector: [2.009548055671611, 0.32836209845565706] Predicted: 3.4785927492053386 Movie Vector: [2.0490085765560773, -0.460410650703263] User Vector: [1.6988018803250262, -0.07754441002418522] Predicted: 3.516561894933205 Movie Vector: [1.6994860916863879, -0.47076128590381133] User Vector: [1.7834780038110558, 0.3719514265430277] Predicted: 2.8558957304523394 Movie Vector: [2.1672485427178487, 0.04080502569412553] User Vector: [1.9651484721292702, -0.212309234840796] Predicted: 4.250301878663589 Movie Vector: [1.5988681977969212, -0.4648927282140258] User Vector: [1.6693544790265717, -0.1590898638799061] Predicted: 2.7430375082157603 Movie Vector: [2.037469181209827, -0.4676203028755656] User Vector: [1.9863222909247684, -0.5601225058010905] Predicted: 4.308995107519443 Movie Vector: [2.1056085178798747, 0.38469671678964973] User Vector: [2.0609967469824952, 0.04054543492788632] Predicted: 4.3552500014666204 Movie Vector: [2.1643744248286954, 0.16767688082697485] User Vector: [1.6709797137461577, -0.17826929793427645] Predicted: 3.586734117014924 Movie Vector: [2.04422063947074, -0.22009346151875223] User Vector: [2.176100551417248, 0.2220136183694008] Predicted: 4.399565914999571 Movie Vector: [1.800571903662186, 0.7626955236586772] User Vector: [1.882765979297674, -0.2852466047455387] Predicted: 3.1724992149161544 Movie Vector: [1.8336366513993045, -0.846540747390956] User Vector: [1.8330154912662957, -0.0013551586046881801] Predicted: 3.3622315843466275 Movie Vector: [1.7038169765530364, -0.7023761814385049] User Vector: [0.9301096115800734, -0.14619968190218502] Predicted: 1.6874237205672606 Movie Vector: [1.9614477735752414, -0.9646273023972463] User Vector: [1.6710375672037618, -0.12557154508793386] Predicted: 3.3987826565484345 Movie Vector: [1.6934990567999166, -0.47816615242287697] User Vector: [1.6206317543780466, -2.2323820713780362] Predicted: 3.811987893267864 Movie Vector: [1.6158226263730198, -1.1050308451966087] User Vector: [1.7003570650468527, -0.28136987321602275] Predicted: 3.0583978074286895 Movie Vector: [1.6136876143257137, -0.6989283537822001] User Vector: [1.2893071344181402, -1.8572494388564278] Predicted: 3.3786232467351685 Movie Vector: [2.0238587081702284, -0.18149136134381658] User Vector: [1.77656592480446, -0.6645001844051865] Predicted: 3.7161194606349164 Movie Vector: [2.198561094843961, 0.0862257702278761] User Vector: [1.753291607581748, -0.2568082872883094] Predicted: 3.83257522397332 Movie Vector: [1.797944921591874, -0.8697690547581112] User Vector: [2.071720922791157, 0.28171395624824963] Predicted: 3.4798140306497833 Movie Vector: [1.8942524176814903, -0.4856522773958686] User Vector: [1.771865600397691, -0.505805779034375] Predicted: 3.6020064258680273 Movie Vector: [2.019311813680818, -0.39083309012628226] User Vector: [1.8745466976849352, -0.25716828535961833] Predicted: 3.8858041675811315 Movie Vector: [2.2945709695034573, -0.11155102721725481] User Vector: [1.8324558588063948, -0.08989754301996436] Predicted: 4.214728179781864 Movie Vector: [1.983259062120753, -0.3753214929740971] User Vector: [1.5737418486598482, 0.021004462682836383] Predicted: 3.11325435650007 Movie Vector: [2.2063611727717065, 0.0850832765065364] User Vector: [2.001626015612799, -0.19319440645312405] Predicted: 4.399872310154046 Movie Vector: [1.7891280554506284, -0.23469458303449753] User Vector: [1.8697642508402594, -0.16123596132556828] Predicted: 3.383088884970405 Movie Vector: [1.9823182076714907, -0.27947450304076604] User Vector: [2.0368100253948427, -0.1918376155206886] Predicted: 4.091219321170199 Movie Vector: [1.9356452408097427, -0.41971049082961115] User Vector: [2.1660345793441955, 0.02405995468375765] Predicted: 4.182576309547267 Movie Vector: [1.6101892565432565, -0.45306448185028825] User Vector: [1.9713684782206382, -0.5479149208525789] Predicted: 3.422517134033016 Movie Vector: [1.6421194399236914, -0.296019060130947] User Vector: [1.9326631896138644, -0.27225679334536645] Predicted: 3.2542569945702144 Movie Vector: [2.034770846325363, -0.10440026401684803] User Vector: [2.0100586095487722, -0.17086867781260343] Predicted: 4.107847393190983 Movie Vector: [1.6751832662416444, 0.05241936772151274] User Vector: [1.4374334704502532, 0.05184024322308581] Predicted: 2.4106819288062007 Movie Vector: [1.9540084330321938, -0.5031898784200832] User Vector: [1.5369860021473374, -0.881968615085123] Predicted: 3.447081289843347 Movie Vector: [1.9174395604668508, -0.28428883092713125] User Vector: [1.5306211323298688, -0.17887717359212407] Predicted: 2.9857262937759117 Movie Vector: [1.858858756996027, -0.4750340706796722] User Vector: [1.9155220522616914, -0.4403278475940079] Predicted: 3.7698556709418463 Movie Vector: [2.082082105959206, -0.4280493061405568] User Vector: [2.069565707856542, 0.19638603330723153] Predicted: 4.224942822142047 Movie Vector: [1.893468146068703, -0.2346485773922611] User Vector: [1.5349696740568612, 0.09840597135060034] Predicted: 2.8833253618238044 Movie Vector: [1.9214723009819727, -0.48942726809601683] User Vector: [1.7722876824326088, -1.4221769858475108] Predicted: 4.101453888098168 Movie Vector: [1.8540524787358301, -0.24826021791854344] User Vector: [1.599260483040517, -0.5573859659417945] Predicted: 3.103489624094979 Movie Vector: [1.9333666161218386, -1.125621485538307] User Vector: [1.8790766033258488, 0.06789060425055626] Predicted: 3.5565248511952103 Movie Vector: [1.4798971838703063, -0.33203407143176605] User Vector: [1.8499939465902506, -0.7278480180090777] Predicted: 2.9794711725391214 Movie Vector: [1.9154293585985493, -0.5873752649580262] User Vector: [1.8664440438742718, 0.09626222630546445] Predicted: 3.518499667136558 Movie Vector: [1.9054186964803843, -0.5879894978883428] User Vector: [2.0266327057425935, 0.045235137839824455] Predicted: 3.834986062435218 Movie Vector: [2.082549756463967, -0.5646549348505578] User Vector: [2.536102904801222, -0.1794529988163825] Predicted: 5.382889508116746 Movie Vector: [0.9613392985443588, -1.1897910803865501] User Vector: [1.874374917589883, -1.3692938503620293] Predicted: 3.4310838780738964 Movie Vector: [1.4802581607045715, -0.3314036647155706] User Vector: [1.9233009589941688, -0.07649605303047863] Predicted: 2.872333012352624 Movie Vector: [2.0805708617881944, 0.07911627669582916] User Vector: [1.9221752585771492, -0.6025888143529613] Predicted: 3.9515472508756444 Movie Vector: [1.7369884482221336, -0.431509154315506] User Vector: [2.1293647142545353, -0.15232313193177827] Predicted: 3.764410736554523 Movie Vector: [1.736257193117553, -0.7074753109212261] User Vector: [1.2698765551941975, -0.044551621809842235] Predicted: 2.2363514758192276 Movie Vector: [1.6898779560862909, 0.0220015070263047] User Vector: [1.8143811235357314, -0.434334946972576] Predicted: 3.056526641214523 Movie Vector: [1.3122953131532593, -1.2494774835172224] User Vector: [1.9635399508351614, -0.35318914433516285] Predicted: 3.018046157939664 Movie Vector: [2.0931470678943134, -0.7159951667015511] User Vector: [2.0976482969181878, -0.5187402417937943] Predicted: 4.7621018880657555 Movie Vector: [1.8627253667638857, 0.922367971211323] User Vector: [1.88158968103604, -0.10192841651347914] Predicted: 3.4108693219586796 Movie Vector: [2.186629163893942, -0.713582740696638] User Vector: [2.4549722148535222, -0.30970429756404994] Predicted: 5.5891134830092986 Movie Vector: [2.109815333225015, 0.5173662146745238] User Vector: [2.065846476317252, -0.5171122440939048] Predicted: 4.091018167534294 Movie Vector: [2.096935819521041, -0.629222527226602] User Vector: [1.2826547081833726, -0.7731655327243981] Predicted: 3.17613777213237 Movie Vector: [2.1085448820149906, -0.49226624701793587] User Vector: [1.7690912812632282, -0.33853985147828225] Predicted: 3.8968601090781454 Movie Vector: [1.6229978972371573, -0.2112891395666994] User Vector: [2.046251765976385, -0.387694597732029] Predicted: 3.4029779713669503 Movie Vector: [1.9964398105915315, 0.1803466178160022] User Vector: [1.9012904114056988, -1.255519832050273] Predicted: 3.5693831135151064 Movie Vector: [2.2528021084460965, 0.3116513861445124] User Vector: [1.7926240529667519, -0.3543892655186925] Predicted: 3.9279813403410495 Movie Vector: [2.060347409117765, -0.3211709619361138] User Vector: [2.138713235762394, 0.41066427302363023] Predicted: 4.274598834549126 Movie Vector: [1.8127876697879544, 0.4205479716262382] User Vector: [1.8918268600434605, -0.23874089664664438] Predicted: 3.3290784054314715 Movie Vector: [1.5715516414778, -0.168913535597078] User Vector: [1.7882140175956125, 0.006817484926925626] Predicted: 2.809119109183109 Movie Vector: [1.431421767158364, -0.3082402293208786] User Vector: [1.8843164959040672, -0.5344529192781967] Predicted: 2.8619915388521804 Movie Vector: [2.1915293879344007, 0.4223473372715099] User Vector: [2.2622337438518736, 0.2879741172781208] Predicted: 5.079376833663772 Movie Vector: [1.1988093729754403, -0.4164866874786385] User Vector: [2.009292852879328, 0.015069362883282669] Predicted: 2.4024829160546286 Movie Vector: [0.9574093468235838, -0.1538870478544185] User Vector: [2.2686382299668244, -0.3189199822082918] Predicted: 2.2210931004953665 Movie Vector: [1.7847886148743966, -0.17006103553821822] User Vector: [2.044717504005661, -1.1020124005425793] Predicted: 3.836797891795926 Movie Vector: [2.293994958591294, -0.0870449574401356] User Vector: [1.8405276614709143, -0.824169140136654] Predicted: 4.293900944288769 Movie Vector: [1.7612740704847, -0.7737462263438728] User Vector: [2.0752943293063217, -0.5523374998059265] Predicted: 4.0825311469742065 Movie Vector: [1.200762640966434, 0.1323286570524] User Vector: [0.9895350717812466, -0.17069704775234068] Predicted: 1.1656086350290829 Movie Vector: [2.2796212647128375, -0.08060856684825093] User Vector: [1.6978497131607233, -0.2796551421999371] Predicted: 3.8929969106322573 Movie Vector: [1.6144749154895608, -0.9975948213389638] User Vector: [1.92335167507639, 0.0005793405584924383] Predicted: 3.104625085934716 Movie Vector: [1.5384849927851167, -0.5883825286375026] User Vector: [1.6705670775393544, -0.9091894554938158] Predicted: 3.1050935690691928 Movie Vector: [1.2840816123735654, -0.8503867918202686] User Vector: [2.0425019753173608, -1.9321978638460344] Predicted: 4.265854772339714 Movie Vector: [1.627151526539275, 0.9596845139645994] User Vector: [2.1847489551507726, -0.542660727253957] Predicted: 3.034134501196276 Movie Vector: [2.1290577115134766, -0.28646020239832126] User Vector: [2.0784519372289023, 0.6374342567863259] Predicted: 4.2425445787526845 Movie Vector: [1.9867926039855615, -0.22994763959106496] User Vector: [1.69966304729359, 0.0015168919607605642] Predicted: 3.3765291659045746 Movie Vector: [2.2966031337366495, -0.310679384468434] User Vector: [1.6842763241079795, -0.6562240309362396] Predicted: 4.071989562029495 Movie Vector: [1.8790103106681595, -0.605306185783021] User Vector: [1.766994027080638, -0.7910713025898118] Predicted: 3.7990403486266167 Movie Vector: [1.8646131718690908, -0.1668698743196447] User Vector: [2.0213604955589384, -0.6625065781156096] Predicted: 3.879607794541119 Movie Vector: [1.7564740908477863, -0.9442462365079914] User Vector: [2.4595770958762655, -0.15870407048043894] Predicted: 4.470039164618956 Movie Vector: [1.7595283498152499, -0.45519685833435236] User Vector: [1.9697953963539068, -0.6111854463255539] Predicted: 3.7441205382473366 Movie Vector: [1.8964688384575117, -0.27286588102747666] User Vector: [1.9075221163414082, -0.06665272875360394] Predicted: 3.6357435078642424 Movie Vector: [1.5618751713433232, -0.05120945653977055] User Vector: [1.6790571550945907, -0.5709786023986629] Predicted: 2.6517171857332698 Movie Vector: [2.0990972768912157, -0.26432355930538387] User Vector: [1.7932717132131906, -1.1593903138614041] Predicted: 4.070705944315886 Movie Vector: [1.9637878177897963, -0.523383467614217] User Vector: [1.861253115752603, -0.11199849812431709] Predicted: 3.713724356854153 Movie Vector: [1.9465368558820928, -1.7333391138437038] User Vector: [2.1700686995276506, 0.03563116286753283] Predicted: 4.162357815156664 Movie Vector: [2.048097920032481, 0.06076783208304987] User Vector: [2.0337603066106476, 0.3269603901941685] Predicted: 4.185208927903016 Movie Vector: [2.051835268501934, -0.8855472054380386] User Vector: [2.0423570746180455, -0.35313757816991476] Predicted: 4.503300272059267 Movie Vector: [1.9554757519505541, -0.4480281790365262] User Vector: [1.946697772967737, -0.33594952312010606] Predicted: 3.957235144506245 Movie Vector: [1.9191946240637723, -0.25069775263647087] User Vector: [1.8396823910929845, 0.01905509220832177] Predicted: 3.525931486177535 Movie Vector: [2.1496150862540944, -0.017031523433445904] User Vector: [1.9023141375693213, -0.17826402798237323] Predicted: 4.092279276883382 Movie Vector:
avg loss: 0.9301718462474082: 81%|████████████████████████████████████▍ | 56757/70000 [01:20<00:18, 706.38it/s]
[1.7966108370582148, 0.15143216318330885] User Vector: [2.0408754696329603, -1.0980131250043401] Predicted: 3.500384483105778 Movie Vector: [1.936199689033172, -0.733675675073413] User Vector: [2.0162886064338768, -0.5007803809575286] Predicted: 4.271347756840936 Movie Vector: [2.0814618327014514, 0.003372564470661709] User Vector: [1.7980962017813547, 0.45388915276153524] Predicted: 3.7441993859635594 Movie Vector: [1.511021106926521, -0.5399957128432528] User Vector: [2.04049257008688, -0.22644586060229588] Predicted: 3.205507135844359 Movie Vector: [1.9560780550469055, -0.42382744284402124] User Vector: [1.8806741325254435, -0.2583542360766094] Predicted: 3.7882430145516657 Movie Vector: [1.6412038988380355, 0.015089379859278456] User Vector: [2.011393538786974, -0.3045175045197797] Predicted: 3.296511937655317 Movie Vector: [1.5240625374931935, -0.6269498262096139] User Vector: [2.0315045028451815, -0.04488435525700553] Predicted: 3.1242801462629863 Movie Vector: [2.1715505919310054, 0.060920434411395344] User Vector: [2.1633411107190863, -0.8180744247723752] Predicted: 4.647967220192725 Movie Vector: [1.4508815739305878, 0.03816331151444167] User Vector: [1.6897163980907313, -0.4595170901888624] Predicted: 2.4340416932991165 Movie Vector: [1.7027498784706911, 0.003631728554081077] User Vector: [1.6676186191919844, -0.8413678613787152] Predicted: 2.836481781477958 Movie Vector: [1.9840144511968394, 0.14530850396037168] User Vector: [2.0285608819991325, -0.2349796972542536] Predicted: 3.9905495567498086 Movie Vector: [1.6550429837450127, -0.5714353385832839] User Vector: [1.6969955623198512, -0.7683356037391958] Predicted: 3.2476547147321915 Movie Vector: [2.0274035521173475, -0.5272114621204238] User Vector: [1.6770721512456312, -0.21182237314126728] Predicted: 3.5117772196461 Movie Vector: [1.822418298938291, -0.2491789117258978] User Vector: [1.9792838479089154, 0.026780994311265748] Predicted: 3.600409844204782 Movie Vector: [1.8567204771906591, -0.4643060080001667] User Vector: [1.921949582357963, -0.9165654914624344] Predicted: 3.994090010103699 Movie Vector: [2.2486265896083535, -0.29198686903755017] User Vector: [2.0040441624754743, -0.6812006788827891] Predicted: 4.705248643904994 Movie Vector: [1.8606240913839358, -0.3099384971559472] User Vector: [1.7097216182191763, -0.5358063259089983] Predicted: 3.347216239837412 Movie Vector: [2.0177318555241057, -0.6922756880413558] User Vector: [1.9046206754731099, -0.22534620952474665] Predicted: 3.999015511838189 Movie Vector: [2.092130191474499, 0.0678467433023423] User Vector: [1.6923129876573042, 0.35536719228700536] Predicted: 3.5646496015754274 Movie Vector: [2.087858803644205, -0.08226223884911223] User Vector: [1.8533839569236754, -0.32074209045972507] Predicted: 3.895988973450389 Movie Vector: [1.7188819085630789, -0.7908070782087856] User Vector: [2.15635862105325, 0.048554684413864596] Predicted: 3.6681284339877815 Movie Vector: [2.0469610361166883, -0.4694344149226804] User Vector: [2.2188146772497657, -1.2528167872327969] Predicted: 5.129942506214036 Movie Vector: [1.97770925761326, -0.1961865482559071] User Vector: [1.7480321791593485, -0.9388154268787049] Predicted: 3.6412823813780535 Movie Vector: [2.0500694660895404, 0.4758032158598346] User Vector: [2.0971919809951003, 0.2472280613582708] Predicted: 4.417021151410949 Movie Vector: [2.046943950709364, 0.29528687550324434] User Vector: [1.8361522108474415, -0.24930161213433136] Predicted: 3.684885166470726 Movie Vector: [1.3219333648247396, -0.4950266824728117] User Vector: [1.7214144766920543, -0.43405276617787] Predicted: 2.4904629322907237 Movie Vector: [1.5920273779140797, 0.6206157342402785] User Vector: [1.4723744071055211, -1.108247534631816] Predicted: 1.6562645092264976 Movie Vector: [1.962863933285522, -0.08853738394990825] User Vector: [2.1084794750270053, -1.0403844822577617] Predicted: 4.2307712359644825 Movie Vector: [1.9134097248016018, -0.26692292808725665] User Vector: [1.5797236747268444, -0.1853390210856181] Predicted: 3.0721298759186655 Movie Vector: [1.8443889846906523, -0.17274851201793362] User Vector: [2.186297044864622, -0.06298835274086387] Predicted: 4.043263331020478 Movie Vector: [2.0937235885769336, -0.5355880054308895] User Vector: [2.0092686881989996, -0.44326098350786924] Predicted: 4.444258514313591 Movie Vector: [1.7162700416880854, 0.208651821503556] User Vector: [1.5510949309163267, -0.4736180408318845] Predicted: 2.5632764948294238 Movie Vector: [1.4030329153603391, -0.8074621182127055] User Vector: [1.9326471140308734, -0.13462811015839612] Predicted: 2.820274613760954 Movie Vector: [2.04992522647608, 0.5323576033643429] User Vector: [1.6554018699860265, 0.037336034229919275] Predicted: 3.413326174941801 Movie Vector: [1.622600631892087, -0.63416162553604] User Vector: [2.033430829489055, -1.9261904710722932] Predicted: 4.520962229065027 Movie Vector: [2.069206699740037, -0.3310497824429989] User Vector: [2.2211214749125694, -0.4853496660130659] Predicted: 4.756634338167969 Movie Vector: [1.871079640946682, -0.16898927771676156] User Vector: [1.7668834318637485, -0.9406854500806184] Predicted: 3.4649453720540544 Movie Vector: [2.0862465263557373, 0.12020219896016507] User Vector: [1.9593471000231322, -0.6658036543945558] Predicted: 4.007650018014508 Movie Vector: [1.739323430860512, -0.1455573099731476] User Vector: [1.9763397718488815, -0.23880435255679197] Predicted: 3.4722537916863243 Movie Vector: [1.796757204346221, 0.1799469760339241] User Vector: [1.6893969329866858, -0.35091792982269626] Predicted: 2.9722894900365584 Movie Vector: [1.8570223012044251, -0.46444994594632927] User Vector: [2.0155508344542166, -0.2616622947778294] Predicted: 3.864451887458424 Movie Vector: [2.234529685061721, -0.13376941330671152] User Vector: [2.032241267789019, -0.2234970812333024] Predicted: 4.57100051351437 Movie Vector: [1.1567026028418799, -1.0149176154459802] User Vector: [1.7759561494138598, -0.10077329284448344] Predicted: 2.1565296906344167 Movie Vector: [1.8999700220666755, -0.17434983055612926] User Vector: [1.9140123945580838, 0.11133192329505193] Predicted: 3.617155469562433 Movie Vector: [1.8939079784373392, -0.05451253038456948] User Vector: [2.1899617606554007, -0.17215425595691286] Predicted: 4.15697061508663 Movie Vector: [1.9429653533756337, -0.05836896113757673] User Vector: [1.6377863776507244, -0.14991100799086138] Predicted: 3.1909123378054525 Movie Vector: [1.941780376227304, -0.4354386220705038] User Vector: [2.063417274477243, -0.9957649301087754] Predicted: 4.440297680621036 Movie Vector: [1.6082795772908967, -0.5756509218447845] User Vector: [2.161670989189324, 0.04310909977489993] Predicted: 3.451755511710081 Movie Vector: [2.2390088137214343, 0.5090092266565591] User Vector: [1.743010907158384, -0.4046194274018112] Predicted: 3.6966617617081985 Movie Vector: [2.170009899631327, 0.264689814157138] User Vector: [1.9717870824714394, -0.28815246512263915] Predicted: 4.202526466485963 Movie Vector: [1.9362628376404978, 0.09918997036251068] User Vector: [1.856464498714013, -0.15706555499933522] Predicted: 3.5790238905134837 Movie Vector: [1.937174788938519, -1.7334928330932906] User Vector: [1.9125305813584648, -0.7833179683864908] Predicted: 5.0627821095127254 Movie Vector: [1.530793225442325, -0.8141239509434416] User Vector: [2.07810299697665, 0.32827605441896746] Predicted: 2.9138885911195547 Movie Vector: [2.1371383403694324, -0.3432359618107651] User Vector: [2.1657983078111367, 0.21977604480003596] Predicted: 4.553175559010511 Movie Vector: [2.2789270208767807, -0.2994113608219718] User Vector: [1.6174416279782797, -0.28922467260473794] Predicted: 3.7726285834985047 Movie Vector: [2.1713342637312474, -0.21033847466367453] User Vector: [2.0416380459886967, -0.1651842403476911] Predicted: 4.467823244545781 Movie Vector: [1.9579497313880523, -0.04321917605214187] User Vector: [1.8924621490353912, 0.8793709570027516] Predicted: 3.667340068160058 Movie Vector: [0.4720668519787298, -0.6425571211498073] User Vector: [2.0022743291776575, -0.23722865063034293] Predicted: 1.0976402981760063 Movie Vector: [2.1096445991383224, -0.8857111722945529] User Vector: [1.6749838593294506, -0.8878483176819633] Predicted: 4.319997826752077 Movie Vector: [1.6866704116542162, -0.5050204012322183] User Vector: [1.917946282344196, -0.4570738374824844] Predicted: 3.4657748583703123 Movie Vector: [2.143378980238432, -0.2929526719846085] User Vector: [2.300194189948492, -0.12348970298137779] Predicted: 4.966364515653145 Movie Vector: [2.232236216181739, -0.10064651107555043] User Vector: [1.9881239176545338, -0.2892437055178423] Predicted: 4.467073581056507 Movie Vector: [2.0909325572190336, -0.625603848352075] User Vector: [1.851529948848651, -0.5273927131147375] Predicted: 4.201363161631158 Movie Vector: [1.5700459649170342, -0.15247309986341695] User Vector: [2.176363802577354, -0.44686257222331344] Predicted: 3.4851257280278967 Movie Vector: [1.6472633612225418, -0.3810736568238018] User Vector: [1.9112423039779467, -0.3054383042001114] Predicted: 3.2647139132770246 Movie Vector: [1.7281852224952836, -0.4343210569710522] User Vector: [1.7413595406428444, -0.48305192545494285] Predicted: 3.2191914480256316 Movie Vector: [1.898798491942028, 0.34884230870407495] User Vector: [1.5206386668182628, -0.3033888280786038] Predicted: 2.781551548121289 Movie Vector: [1.3518685483142128, 0.2781509649760198] User Vector: [2.0615942381112333, -0.6458190101881098] Predicted: 2.6073692290046977 Movie Vector: [1.8075112158538411, -0.016663002292886333] User Vector: [1.884009405303482, 0.205564733487458] Predicted: 3.4019428052347305 Movie Vector: [0.9026987633474571, -1.2605387015511096] User Vector: [2.1832730901974364, -0.5435311838262665] Predicted: 2.6559800112839067 Movie Vector: [1.2946841873520154, -0.6525542420306484] User Vector: [2.062604334721533, 0.24665478410813843] Predicted: 2.509465591240773 Movie Vector: [1.7195256732576598, -0.20087853643895898] User Vector: [2.278020368309189, -0.8320128483793181] Predicted: 4.084248030792367 Movie Vector: [2.0307925587637787, -0.7748988319166153] User Vector: [1.704652833233717, 0.02028240731096502] Predicted: 3.446079475272901 Movie Vector: [2.130224648204882, -0.6367958695677531] User Vector: [1.8567967732881052, -0.34551164721132643] Predicted: 4.175414642997337 Movie Vector: [1.9939004690684485, 0.003274071937829602] User Vector: [1.9530085572850602, -0.4094644505602628] Predicted: 3.8927640623982573 Movie Vector: [1.9464453862940132, -0.28573946097911995] User Vector: [2.2017951333684023, -0.5925305435882722] Predicted: 4.454983337048116 Movie Vector: [1.3166760601122447, 0.11428099504162062] User Vector: [1.7507796303171792, -0.054004793758084965] Predicted: 2.299037904203104 Movie Vector: [2.0064357990236323, -0.3060594285399805] User Vector: [1.419152763777821, 0.05126820844660357] Predicted: 2.8317477909477122 Movie Vector: [2.1485511421320647, -0.06508326562001249] User Vector: [2.015153258287154, -0.8951738935680111] Predicted: 4.387920674955204 Movie Vector: [1.4923405255181332, -0.1865340444158538] User Vector: [1.845995208264976, -0.2719046259317648] Predicted: 2.805572928776542 Movie Vector: [1.6851714535132225, -0.4340285560548641] User Vector: [2.2285236541705804, -0.943393154850106] Predicted: 4.16490401427887 Movie Vector: [1.989553524735125, 0.16024550745359145] User Vector: [1.891273852370579, -0.6108564199030654] Predicted: 3.6649035622346133 Movie Vector: [2.2030687577300307, -0.0663707441926623] User Vector: [1.9099940572544607, 0.19771092150470052] Predicted: 4.1947260139920415 Movie Vector: [2.06638493942456, -0.4841983644535576] User Vector: [1.4876189625591365, -0.3763349280849143] Predicted: 3.256214176500051 Movie Vector: [1.4910025075979707, -0.45052576127852695] User Vector: [1.6781551613553307, -0.24582534256000477] Predicted: 2.612884203317676 Movie Vector: [1.841855906974955, -0.4492156519484894] User Vector: [1.9815545361947529, 0.0025841835142181597] Predicted: 3.6485770718012285 Movie Vector: [1.4797314737416785, 0.929483588068985] User Vector: [1.9762834172417538, -0.4558555031718728] Predicted: 2.500658564797196 Movie Vector: [1.6053027670245332, 0.8738984726315899] User Vector: [1.4178484186898237, -0.5115403823216497] Predicted: 1.8290416309438637 Movie Vector: [2.039299826770655, -0.465108640545204] User Vector: [1.8732785753275778, -0.1813783090539755] Predicted: 3.904537292907191 Movie Vector: [1.7744077920063053, -0.7692612152984362] User Vector: [1.9728945516424887, -0.25099375933087814] Predicted: 3.693799229576413 Movie Vector: [1.571334980411702, -0.6279942704226832] User Vector: [1.9304474253336603, -0.008424231475743676] Predicted: 3.0386699363719694 Movie Vector: [1.6983929453972262, -0.8112556631518786] User Vector: [2.019083419070345, 0.049960777662620914] Predicted: 3.388666071303312 Movie Vector: [1.8023008733910348, -0.13237158990142667] User Vector: [1.6874683959420222, 0.16420393816084433] Predicted: 3.019589827463649 Movie Vector: [2.091587758384993, 0.026311615000834915] User Vector: [1.480398082069578, -0.1714308620950272] Predicted: 3.0918718831506458 Movie Vector: [1.6896297251878714, 1.0267275644501064] User Vector: [2.027325519335772, -0.6630404061411599] Predicted: 2.7446675987723363 Movie Vector: [1.9372804206066938, -0.23126571301240315] User Vector: [1.8394847714031723, -0.4191698117025959] Predicted: 3.6605374370202215 Movie Vector: [2.318058922789742, -0.3214604225168586] User Vector: [1.8446579046992446, -0.8986869643370652] Predicted: 4.5649180067489 Movie Vector: [2.0704832025991697, -0.5944814814371182] User Vector: [2.059085271327426, -0.05263346884576441] Predicted: 4.294591089535394 Movie Vector: [1.6804169399021038, -0.30141407908370615] User Vector: [1.7312939571898904, -0.48052228060703406] Predicted: 3.054131874300411 Movie Vector: [2.22380156161808, 0.03306477179348362] User Vector: [1.701562977922263, -0.41404206936628296] Predicted: 3.7702482009585414 Movie Vector: [2.4331611357329517, -0.5286958049451704] User Vector: [1.8893231894676312, 0.4134280622805407] Predicted: 4.378450075277331 Movie Vector: [1.7504672608509437, -0.07461899807222606] User Vector: [1.5630000605940606, -0.5689485857249948] Predicted: 2.7784348081993535 Movie Vector: [1.270949258415579, -1.0858938418979558] User Vector: [2.12157360849366, -0.2211251338241738] Predicted: 2.9365308254976132 Movie Vector: [1.5792585777669024, -0.4521141632595824] User Vector: [1.4752920472653825, -0.17149509464822046] Predicted: 2.4074029815751525 Movie Vector: [1.6296891803615718, -0.13669878539042324] User Vector: [1.7164258527331169, -0.505196269785719] Predicted: 2.8663003575555255 Movie Vector: [1.4549537908207542, -0.9686109104754317] User Vector: [2.1288113242055777, -0.6129104915338118] Predicted: 3.6909938953395645 Movie Vector: [1.8107245769605476, -0.458439495323324] User Vector: [1.6113325937551846, -0.28909018594157315] Predicted: 3.050209888116079 Movie Vector: [1.3912967471836875, 0.3151438775926392] User Vector: [1.6158545662401183, 0.04075299027922631] Predicted: 2.2609762573118752 Movie Vector: [2.0639642102233857, -0.3608152091897153] User Vector: [1.7768577315769516, -0.46985555467815465] Predicted: 3.836901794883688 Movie Vector: [1.9250567165739558, -0.04022367289235451] User Vector: [1.8878109909768386, -0.2440878908015643] Predicted: 3.643961339278685 Movie Vector: [1.6253143630390436, -0.2076418516660124] User Vector: [1.9689304082133772, -0.5346143937785919] Predicted: 3.3111391949450186 Movie Vector: [1.8677693059591503, -0.24379100876334248] User Vector: [2.240205796732139, -0.24530167840880712] Predicted: 4.243989969798676 Movie Vector: [2.0789398113585835, -0.21655128651558467] User Vector: [2.450430840064834, 0.1021358086673719] Predicted: 5.072180587625413 Movie Vector: [2.157231187164321, 0.7202652948273972] User Vector: [1.6231272808516586, -0.06174232886070851] Predicted: 3.4569899342902315 Movie Vector: [1.889714240856542, -0.5887015273186241] User Vector: [1.7325780380628846, -0.0022926271704149276] Predicted: 3.275427065039516 Movie Vector: [1.718909115683631, -0.09239943927284837] User Vector: [1.7448267545331488, 0.3826579053432166] Predicted: 2.9638412377686785 Movie Vector: [2.2063962968048436, 0.03657561003733296] User Vector: [2.0237331112753467, -0.5687086769709401] Predicted: 4.444356375645532 Movie Vector: [2.1630032566308075, -0.17118806599585645] User Vector: [1.492710717996634, -0.2609156464286113] Predicted: 3.2734037891346026 Movie Vector: [2.1117071262856086, 0.07195768519556768] User Vector: [1.9194865605984532, 0.4111792989849815] Predicted: 4.082980959380501 Movie Vector: [1.9838826229517463, 1.3042527520512608] User Vector: [2.2155115018285794, -0.5885492642619758] Predicted: 3.6276977717960177 Movie Vector: [1.4563200316816995, -0.5655913800091739] User Vector: [2.225615352247327, -1.0153896068601105] Predicted: 3.8155038292870866 Movie Vector: [1.7272206161180246, -1.2122523490305672] User Vector: [1.8193635693564736, -0.08926105874635726] Predicted: 3.2506491933488038 Movie Vector: [1.6652301207457598, -0.5448861302100027] User Vector: [1.7839133169314179, -0.44503889503545146] Predicted: 3.2131217094624764 Movie Vector: [1.645131839957518, -0.6128586831945981] User Vector: [1.810290820528467, -0.04883951564641538] Predicted: 3.0080987896811258 Movie Vector: [2.1709087799540803, -0.6443663487813376] User Vector: [2.105509720621361, -0.384588680210721] Predicted: 4.818685542425591 Movie Vector: [1.5083128720116585, -0.34959169451118816] User Vector: [1.9034719622424057, -0.35946443268981565] Predicted: 2.9966970423040458 Movie Vector: [1.5809577009740972, -0.41445158306072144] User Vector: [2.0343164027316285, -0.3648764766674327] Predicted: 3.367391816492927 Movie Vector: [1.6902935537580652, -0.8663243248395239] User Vector: [1.8122442032215968, 0.4539120765770185] Predicted: 2.6699896212637944 Movie Vector: [2.158258000542066, -0.3643811004529658] User Vector: [1.9976811756285153, -0.5691405420172675] Predicted: 4.518895436845172 Movie Vector: [1.8629937234172846, -0.2473416602494352] User Vector: [1.9489953080630733, -0.7106388745179741] Predicted: 3.8067366249523085 Movie Vector: [2.075405860272109, 0.039670330127026435] User Vector: [2.2211395063433477, -0.9414913121548313] Predicted: 4.572416676781974 Movie Vector: [2.058659881228873, -1.2476478336348085] User Vector: [2.2080780002181664, 0.01494358127031734] Predicted: 4.52703726687456 Movie Vector: [1.6793928892135208, -1.1032477262111204] User Vector: [2.05771355610677, -0.2250219717221709] Predicted: 3.7039644928140047 Movie Vector: [1.9826928616893031, -0.41918789362034425] User Vector: [2.0252722045574703, -0.5737987661411846] Predicted: 4.25602223909453 Movie Vector: [2.199622373457273, -0.44035830031224216] User Vector: [2.1353332401071454, 0.15856753136348078] Predicted: 4.627100241130758 Movie Vector: [1.989795211518176, -0.7532220923103533] User Vector: [2.040796303163601, -0.8006261714933601] Predicted: 4.663816031769586 Movie Vector: [2.0014250095262, -0.6480416838979711] User Vector: [1.8759753228605112, -0.24241828916235308] Predicted: 3.9117210847434514 Movie Vector: [1.7634473961719597, -1.2140296962288126] User Vector: [1.5119083869404573, -0.554823758291111] Predicted: 3.339743426939383 Movie Vector: [1.6775405498826375, -0.8117716407911368] User Vector: [2.032005115288578, -0.19116020164288278] Predicted: 3.563949409007141 Movie Vector: [2.0640824457662124, 0.0266521578740386] User Vector: [1.9089892334710947, -0.6094295619679094] Predicted: 3.9240685530657093
avg loss: 0.9299832402629223: 81%|████████████████████████████████████▌ | 56849/70000 [01:20<00:18, 702.26it/s]
Movie Vector: [1.5984869056629212, -0.9909337326682143] User Vector: [1.9343372866166046, -0.4430269662624681] Predicted: 3.5310231891433297 Movie Vector: [1.6589246224021277, -0.47922054154403965] User Vector: [2.60229918377184, -0.6212207171233799] Predicted: 4.614719919294307 Movie Vector: [1.8068985186855306, -0.4565088699918623] User Vector: [2.158178471886854, -0.29322908313271967] Predicted: 4.033471161301026 Movie Vector: [1.417206198101102, -0.9757342628744329] User Vector: [2.174989324579028, -0.8692475642623045] Predicted: 3.930562982968004 Movie Vector: [1.780933693215598, -0.34145295174984375] User Vector: [1.9426811670221942, -0.5843181717803909] Predicted: 3.659303510040711 Movie Vector: [1.7019582762363756, -0.7404998939136705] User Vector: [1.7967906564873517, -0.2561935110775548] Predicted: 3.247773996247139 Movie Vector: [1.8773483556938826, -0.27960354255353126] User Vector: [2.0163674142985615, 0.03312063248192412] Predicted: 3.7761634035345706 Movie Vector: [1.2266702655712591, -0.716020384094594] User Vector: [2.257611358686328, 0.2870833000811168] Predicted: 2.5637872301252242 Movie Vector: [1.9406778623693377, -0.24535492605037992] User Vector: [1.9546665606352565, -0.15316771546616975] Predicted: 3.8309585760399627 Movie Vector: [1.6531855111807925, -1.034716690104608] User Vector: [1.8784515444853302, -0.18255812215500175] Predicted: 3.294324812706266 Movie Vector: [1.8134692894944213, 0.25541146884334837] User Vector: [1.5919475788358275, -0.26876961809068967] Predicted: 2.8183012017667637 Movie Vector: [1.700415093960498, -0.6389816367832561] User Vector: [1.6036764565718378, -0.39468685377737484] Predicted: 2.979113304427341 Movie Vector: [2.076455313819332, -0.2662909832842662] User Vector: [1.8170233866986059, -0.12159969474273834] Predicted: 3.8053487689244294 Movie Vector: [1.9893575886876846, -0.558060717422711] User Vector: [1.8611394559014094, -0.207115031600882] Predicted: 3.818054663327753 Movie Vector: [2.0225636588253217, 0.2169165931420324] User Vector: [2.1144053375621463, -0.44084555142599746] Predicted: 4.180892680662336 Movie Vector: [2.2300262564196625, -0.16382947650048685] User Vector: [2.1367878078791347, -0.030027101837545235] Predicted: 4.770012240342756 Movie Vector: [1.9390142794073817, -0.23172864251132574] User Vector: [1.6162034761465025, -0.49635849199336657] Predicted: 3.2488620982245076 Movie Vector: [2.264322559629923, -0.29732213341675906] User Vector: [1.5666336547714266, -0.5116721922577148] Predicted: 3.6994953949865113 Movie Vector: [1.347320585082701, -1.1597541591766782] User Vector: [1.6538733062827207, -0.23848826486489993] Predicted: 2.5048853077653934 Movie Vector: [1.7152446189108905, 0.19520807052654124] User Vector: [1.8537556185425867, -0.1133991694340029] Predicted: 3.157507916416477 Movie Vector: [1.960072892793333, -0.5044417254685023] User Vector: [1.9604194050607664, -0.28799457134763295] Predicted: 3.987841412861803 Movie Vector: [1.908808165638951, -0.15789596274900697] User Vector: [1.0891585855116683, -1.4960348872818592] Predicted: 2.3152126705339136 Movie Vector: [2.0708312861303813, -0.46140678165806553] User Vector: [2.0935193838342228, -0.7652289460982485] Predicted: 4.688407263415093 Movie Vector: [2.0058255819230246, -0.6486103370240404] User Vector: [2.0216557382087155, -0.6834875631884944] Predicted: 4.498405896251948 Movie Vector: [2.2113687607518226, -0.2366202747192489] User Vector: [1.66235969459353, 0.4835571663996023] Predicted: 3.561670868201137 Movie Vector: [1.853245349077927, -0.2422006410367263] User Vector: [2.1293530244544696, 0.5637181883789092] Predicted: 3.80968068252583 Movie Vector: [0.8214548967031705, -0.5432668810345942] User Vector: [1.887738626867001, 0.2095402224058115] Predicted: 1.4368558756579168 Movie Vector: [1.7245217252145355, -0.4336987363376176] User Vector: [2.0042275131706604, -0.1705694952277527] Predicted: 3.530309663273527 Movie Vector: [2.0634879885503348, -0.45499491992336855] User Vector: [1.8129093950016213, 0.3232352902721858] Predicted: 3.5938463459021 Movie Vector: [1.7496550043887675, 0.7658030687754005] User Vector: [2.0261371183564587, -0.269709654227745] Predicted: 3.3384964678242555 Movie Vector: [2.028168255125649, -0.35862856398786164] User Vector: [2.2686561706054693, -0.41169704017919234] Predicted: 4.748862745334447 Movie Vector: [2.203427816127193, -0.39456555775087665] User Vector: [2.25294715215235, -0.7903512245625858] Predicted: 5.276051795055656 Movie Vector: [1.6061744561844038, -0.8113477207488226] User Vector: [1.9808046014984682, -0.14603134817064106] Predicted: 3.2999999551154944 Movie Vector: [2.0835700804759227, -0.3341884050360091] User Vector: [1.8358273485369048, -0.6321814882639608] Predicted: 4.036342659587162 Movie Vector: [1.884667842184401, -0.8073372835253161] User Vector: [1.702372827752124, -0.14098202313374242] Predicted: 3.322227367455651 Movie Vector: [1.4953183342812073, -0.11620887401145738] User Vector: [1.654904793211997, -0.5009836274357566] Predicted: 2.532828222022234 Movie Vector: [-1.0718024047296018, 0.3804468613371794] User Vector: [1.0177033845084134, -0.40573047187477207] Predicted: -1.2451358193911817 Movie Vector: [2.182617786239706, -0.015577323055119139] User Vector: [2.0624218179998346, -0.3646096626885687] Predicted: 4.5071581851999865 Movie Vector: [2.009126948060188, -0.21946113940014012] User Vector: [2.0747104830543814, 0.3359305123806633] Predicted: 4.094633047921194 Movie Vector: [1.6953158495520493, 0.343855185122883] User Vector: [1.6105072165736258, -0.5687310443595182] Predicted: 2.53475729153185 Movie Vector: [1.7588463544098456, -0.7859608253306016] User Vector: [2.096572850316147, 0.2696916538669343] Predicted: 3.4755824396751835 Movie Vector: [1.5825223456268893, -0.777682325322006] User Vector: [1.8039523387742329, -0.058269082793475] Predicted: 2.900109722357322 Movie Vector: [1.6614505231843506, -0.3111056769348553] User Vector: [2.058865292445968, -0.33370231194310185] Predicted: 3.5245195009522394 Movie Vector: [1.5944517789718338, -0.6074973045862928] User Vector: [1.8781239186413992, -0.1559559963284243] Predicted: 3.089320870610918 Movie Vector: [1.7207458001306901, 0.4354063028265664] User Vector: [1.8884722766693365, 0.12509100251608068] Predicted: 3.3040461496643987 Movie Vector: [1.7303050129372177, -0.13558742207074792] User Vector: [2.350497353679963, -0.790528586719958] Predicted: 4.174263087114695 Movie Vector: [2.1732550743582593, -0.2732082246336549] User Vector: [1.9985793421830709, -0.27436640861963424] Predicted: 4.418381856305032 Movie Vector: [0.9440813310714482, -0.15201342583289193] User Vector: [1.7346071807007304, -0.7324818331515321] Predicted: 1.7489573288597589 Movie Vector: [2.1874779321656592, -0.38070729204149234] User Vector: [1.6916112240119983, 0.012386566481590705] Predicted: 3.6956465661470874 Movie Vector: [2.1783135674139786, -0.1191175809909935] User Vector: [2.244118792472306, 0.08828383243994048] Predicted: 4.877878255970238 Movie Vector: [1.8524204432767164, -0.18548768663843246] User Vector: [2.0096162287968355, 0.21491177546595108] Predicted: 3.6827906973013795 Movie Vector: [1.9781763156632657, -0.06159191556002023] User Vector: [1.9572774387360308, -0.7835706282428063] Predicted: 3.920101488459718 Movie Vector: [1.5346119510671477, 0.003791973124382865] User Vector: [1.7288768540832269, -0.4800887281417823] Predicted: 2.6513345986450605 Movie Vector: [1.9709380097351312, 0.46419063482123085] User Vector: [1.5774041212588639, 0.13141134119423717] Predicted: 3.169965653193601 Movie Vector: [2.0138463027702245, 0.9036989465090528] User Vector: [1.977915593941723, -0.3943356727691062] Predicted: 3.6268572739987315 Movie Vector: [1.8640138587241126, -0.23934981983443002] User Vector: [1.6708047180866394, -0.9210685916174938] Predicted: 3.334860751193929 Movie Vector: [2.0377651970275723, -0.25049741280419163] User Vector: [1.7403606759219312, -0.23164156100587108] Predicted: 3.604472027398988 Movie Vector: [1.7670382336846284, -0.1489061347242989] User Vector: [1.9260665443349232, -0.04689867877282288] Predicted: 3.4104167254403763 Movie Vector: [2.0181950854939146, 0.1659804910382139] User Vector: [2.051297767499458, -0.5976864810602233] Predicted: 4.040714777638767 Movie Vector: [1.9494577890004572, -0.24604292129782104] User Vector: [2.0117838741612624, -0.5709470159198095] Predicted: 4.062365214972372 Movie Vector: [1.1330722289947102, -1.86499664357415] User Vector: [1.8893012139405019, -0.7680564421327702] Predicted: 3.5731374243750964 Movie Vector: [1.7167193623381927, 0.02142564852369496] User Vector: [1.8449695840966207, -0.35324290103856476] Predicted: 3.1597265497025684 Movie Vector: [1.8406077700495544, -0.6512674865974871] User Vector: [1.9458281836276117, -0.012160662126953901] Predicted: 3.589426317825176 Movie Vector: [2.037571435338036, -0.26368877805765645] User Vector: [2.1085584233100607, -0.2806926888247472] Predicted: 4.370353925203902 Movie Vector: [2.1180369351862964, -0.143955480211097] User Vector: [2.1033836080850326, -0.23589978957563604] Predicted: 4.489003238279574 Movie Vector: [2.0325358084330967, -0.44740891363500906] User Vector: [2.100885288851621, 0.6553945987060721] Predicted: 3.9768951935918935 Movie Vector: [2.1959648629823865, -0.31378038513111756] User Vector: [1.763072609096006, -0.25642468439860816] Predicted: 3.95210653668923 Movie Vector: [1.7213712318430223, -0.45674852061848814] User Vector: [1.7526907851780094, -0.7608385242850702] Predicted: 3.3645433663185433 Movie Vector: [2.0697119145382996, -0.42922314315147203] User Vector: [2.2464404415942316, 0.40274351296728067] Predicted: 4.476617710748578 Movie Vector: [2.343386799695373, -0.2822774573924972] User Vector: [2.031030366835393, -0.3170691652911755] Predicted: 4.848991229218465 Movie Vector: [2.0440516598100333, -0.46556873198752385] User Vector: [1.671598942014094, -0.2537462368658615] Predicted: 3.5349709057048497 Movie Vector: [1.1662710161280985, -0.8939375302079641] User Vector: [0.9537619453600098, -0.38303382580825246] Predicted: 1.4547532253884674 Movie Vector: [1.1929912275193213, -1.3908768132770992] User Vector: [2.268136146548315, -0.6877869480047247] Predicted: 3.662493444106011 Movie Vector: [1.687093925502255, 0.8443893375740591] User Vector: [1.5322755226778786, -0.3250669192861054] Predicted: 2.3106096858624072 Movie Vector: [1.9286267165321351, -0.18511811748935256] User Vector: [1.8507929691271159, -0.3455549686908499] Predicted: 3.633457252321533 Movie Vector: [2.299018646936726, -0.15463142992329462] User Vector: [1.6795584186918882, -0.15116588916305157] Predicted: 3.884711120789121 Movie Vector: [1.8648879326981336, -0.23031119401160655] User Vector: [2.0816056916941132, 0.3264132112766443] Predicted: 3.8067847186458166 Movie Vector: [1.7928483504821746, -0.9694532919198398] User Vector: [2.067930755271726, -0.6879970365817759] Predicted: 4.374467235445569 Movie Vector: [1.688320118928701, 0.389531289866857] User Vector: [2.0236599709465364, -0.4021802541233155] Predicted: 3.2599240496720725 Movie Vector: [2.1188796040952695, -0.3753365196973067] User Vector: [1.9336573612458017, -0.8447779043108898] Predicted: 4.414263142573642 Movie Vector: [2.1746484585785044, 0.1492752709362158] User Vector: [1.7725877252286169, -0.11590112954512499] Predicted: 3.8374539918489274 Movie Vector: [1.9901248019496522, 0.02943498197897259] User Vector: [1.8806701690793868, -0.24393843407652221] Predicted: 3.7355880243607125 Movie Vector: [1.6841901791238238, -0.10517139828556907] User Vector: [2.156034071279846, -0.1778817431447416] Predicted: 3.649879480361878 Movie Vector: [1.649198118651886, -0.6073677379325864] User Vector: [1.7468249327860566, 0.29584320230059347] Predicted: 2.701174776200928 Movie Vector: [1.9963977067358536, -0.08343031820914683] User Vector: [2.099629803149932, 0.06531547883996233] Predicted: 4.186246832819175 Movie Vector: [1.33195586611887, 0.2593746681041149] User Vector: [1.4798019981376207, -0.48228532507229255] Predicted: 1.845938355991718 Movie Vector: [1.6151667408211359, -0.4104548888900766] User Vector: [1.6425421883050713, -0.24712804993547796] Predicted: 2.7544144292238064 Movie Vector: [2.0448663825842477, 0.013646799928069702] User Vector: [2.221551189259605, 0.6880705537598617] Predicted: 4.552165305290579 Movie Vector: [1.6226566450771365, 0.11664835678655948] User Vector: [1.9617631766747956, -0.023155382543602474] Predicted: 3.180567017374514 Movie Vector: [1.4653221816296949, 0.26659705763372976] User Vector: [1.8056814692802658, -0.6804159381843259] Predicted: 2.464508222807037 Movie Vector: [1.355294237203324, -0.32743223981234365] User Vector: [1.401481620333247, -0.5340849757994404] Predicted: 2.0742966034601587 Movie Vector: [1.537750207962235, -0.8063032629522853] User Vector: [1.4334636213162673, -2.1270989553731323] Predicted: 3.9193958101251423 Movie Vector: [2.1528295339775605, -0.43299792317654934] User Vector: [2.0428777583084115, -0.047979933700992475] Predicted: 4.4187427840388995 Movie Vector: [1.6972252647620556, -0.4836100247975105] User Vector: [1.970586408266874, -0.024466037721314345] Predicted: 3.356361059616355 Movie Vector: [1.8561152082952257, -0.21277031294695598] User Vector: [1.6729843709775454, 0.07309203276108713] Predicted: 3.0896999195271384 Movie Vector: [1.602489834622628, -0.20155739652753107] User Vector: [2.2152622628579732, -0.896975135449931] Predicted: 3.7307272303042396 Movie Vector: [2.155019027715266, 0.2188002847088306] User Vector: [1.794444387636443, -0.388742922396409] Predicted: 3.782004737434526 Movie Vector: [2.000831358134577, -0.25029492359785466] User Vector: [1.8208477163003114, 0.0663926697659278] Predicted: 3.6265914609548746 Movie Vector: [1.9428458592251494, -0.1511896132850612] User Vector: [2.087236176441859, 1.0760367101668824] Predicted: 3.892492588534339 Movie Vector: [1.3589449676008758, -2.3303618939955735] User Vector: [1.7557788469137037, -0.7134227477178559] Predicted: 4.048540013824755 Movie Vector: [2.304163910098793, -0.15509452085970724] User Vector: [1.545966136029076, -0.11870119748691416] Predicted: 3.580569282222785 Movie Vector: [2.033015527803906, -0.31677954991017987] User Vector: [1.9566838860532563, -0.10619473442874505] Predicted: 4.0116090435251275 Movie Vector: [2.256356832393251, 0.029961801083003753] User Vector: [1.8634211953382636, -0.20020561657423538] Predicted: 4.198544624868392 Movie Vector: [2.3295640937406827, -0.08883471834174711] User Vector: [1.7185691395242226, -0.3934088277824603] Predicted: 4.038465322455663 Movie Vector: [1.3980864669197488, -0.659977544858526] User Vector: [1.9034871677842002, -0.6690221075371067] Predicted: 3.102779217222908 Movie Vector: [1.8040821092544341, -0.24349401531567783] User Vector: [1.6854747652224589, -0.353269578155192] Predicted: 3.126753897611539 Movie Vector: [1.4159917007932303, 0.5036206226509566] User Vector: [2.2745516405276662, 0.6432108460282763] Predicted: 3.544680492785411 Movie Vector: [1.455977899493162, 0.2189543910958901] User Vector: [1.928373381682518, -0.12988721156441005] Predicted: 2.77922965038141 Movie Vector: [1.620426261159119, -0.5413137431934133] User Vector: [2.4160109942757013, 0.40495856939684416] Predicted: 3.695758023335045 Movie Vector: [1.427018819317949, -1.1611594845345903] User Vector: [1.4581957323692154, -0.1666007181269084] Predicted: 2.2743227563233233 Movie Vector: [2.102640062344831, -0.2913241385333996] User Vector: [1.9299187352422287, 0.11036660284466612] Predicted: 4.0257719942935974 Movie Vector: [1.7257542085866064, -0.9422640378740461] User Vector: [2.032166535139497, -0.27858878337275095] Predicted: 3.7695241424930748 Movie Vector: [1.6851957137508866, -0.07582707459233325] User Vector: [1.4290752375210927, -0.8400084538775929] Predicted: 2.4719668485884423 Movie Vector: [2.1867578727741894, 0.42173994076791016] User Vector: [1.6268995785357894, -0.19192011567117634] Predicted: 3.476695083360816 Movie Vector: [1.6754064245219147, -0.42989476035111546] User Vector: [1.9148553680302318, 0.00923550635659789] Predicted: 3.204190689836235 Movie Vector: [1.4867827160625506, -0.3316631679047778] User Vector: [1.7817568019181969, -0.7685508991062404] Predicted: 2.9039852432125017 Movie Vector: [1.3489526558461176, -0.5166073013231556] User Vector: [2.0709241145110746, -0.2337004165429976] Predicted: 2.9143099258338587 Movie Vector: [1.6503871766079903, -0.7800053790089567] User Vector: [1.8996554677615731, -0.3027578353983802] Predicted: 3.3713197641147987 Movie Vector: [2.01546154696203, 0.38255052918120874] User Vector: [1.9220988317897083, -0.6093210451875819] Predicted: 3.6408201966550395 Movie Vector: [2.0871352318863416, 0.09760831429770425] User Vector: [1.8909388129640348, -0.514006791027355] Predicted: 3.896473681468822 Movie Vector: [1.393139679430906, -0.989910092670977] User Vector: [1.6090840906661152, 0.13062857801926833] Predicted: 2.1123683464754306 Movie Vector: [2.2002051231881072, -0.2126743495250077] User Vector: [1.573238522967152, -0.11345422194267174] Predicted: 3.485576261081742 Movie Vector: [2.1810529085676285, -0.6462192573654979] User Vector: [1.7940253145286225, -0.5563285422784849] Predicted: 4.272374347739039 Movie Vector: [1.376384185174186, -1.1434317187891376] User Vector: [2.054707882137752, -0.44717097628405994] Predicted: 3.3393769121322463 Movie Vector: [1.9943100788063373, -1.1814622386143943] User Vector: [1.5352871555674956, 0.2780139348801471] Predicted: 2.7333756823406743 Movie Vector: [1.970514572084359, -0.25140034957421586] User Vector: [1.8959025026572516, -0.5406689138836378] Predicted: 3.8718278626915774 Movie Vector: [1.7200417477511067, -0.5059208674821801] User Vector: [1.7883561521477191, -0.6437033821794083] Predicted: 3.4017102150550267 Movie Vector: [1.8133021914685015, -0.2525149927829386] User Vector: [2.1288031267333327, 0.8613684273451881] Predicted: 3.6426549326960287 Movie Vector: [2.1532236968791016, 0.03615412088599104] User Vector: [2.049114332475077, -0.5978660512217511] Predicted: 4.390586216810437 Movie Vector: [1.7096238668284416, -1.1942781206090138] User Vector: [2.2345024646446965, -0.48749047376332555] Predicted: 4.4023579508644115 Movie Vector: [2.0700044541048768, -0.5303553718185758] User Vector: [1.8215937606285393, -0.14697125212674864] Predicted: 3.8486541911390524 Movie Vector: [1.6981959350726175, 0.27345975415409296] User Vector: [1.9835250187417424, 0.38296461324164344] Predicted: 3.4731395329288413 Movie Vector: [1.783592581966622, -0.2846169873930377] User Vector: [1.9988598279265846, -0.5511559948148947] Predicted: 3.722019920308763 Movie Vector: [2.2644931889196678, 0.167156530627038] User Vector: [2.209294410036988, -0.5421588385203847] Predicted: 4.912306753351203 Movie Vector: [1.9176391947541231, -0.42378855876061156] User Vector: [2.333677606175575, -0.5013189703632585] Predicted: 4.687604889451858 Movie Vector: [1.1328596674830784, -0.7279495657839568] User Vector: [1.7921532427586024, 0.38011388429237364] Predicted: 1.7535543896511445 Movie Vector: [1.2825286731607823, 0.007684323139494173] User Vector: [2.2129012324089095, -0.062472366189536985] Predicted: 2.8376292235881695 Movie Vector: [1.5819362012576852, -0.4530950661221453] User Vector: [2.0901464029747285, -0.46207966412942764] Predicted: 3.515844276766679 Movie Vector: [1.988642579686189, 0.11797339592279263] User Vector: [1.8517126671404265, 0.29794300927915723] Predicted: 3.7175440038158496 Movie Vector: [1.6166518857758785, -0.6128797852912773] User Vector: [1.8522531411357395, -0.5463019307592012] Predicted: 3.3292659435792973 Movie Vector: [1.9644016118436083, -0.18833641661257713] User Vector: [2.1906066614774238, -0.06355068062498721] Predicted: 4.315200164183797 Movie Vector: [1.902096556474597, 0.4227465040656619] User Vector: [2.13438449293929, 0.2248212731589169] Predicted: 4.154847801480126 Movie Vector: [1.967172004331118, -0.6862936723217979] User Vector: [1.8085319272820437, -0.11671985313742614] Predicted: 3.637797472930783 Movie Vector: [1.8169514403177731, -0.34668531646046924] User Vector: [1.6215532246891926, 0.23784247498900052] Predicted: 2.8638269734416553 Movie Vector: [2.197010989769865, 0.036337907055854275] User Vector: [2.0723429432084637, -0.16815864247167014] Predicted: 4.546849687680248 Movie Vector: [1.6132440350968125, 0.11675945714129117] User Vector: [2.147585445909721, -0.4292293990767502] Predicted: 3.4144628188493016 Movie Vector: [1.7495357574878752, -0.43582755196879536] User Vector: [1.7430946570289814, -0.4800535964417974] Predicted: 3.2588270149093113 Movie Vector: [0.8374948208254536, -0.3855366045700045] User Vector: [2.2323872292028617, -0.17337539218401787] Predicted: 1.9364553025529005 Movie Vector: [2.1341217781240323, 0.06232843019830758] User Vector: [1.7559345132418247, 0.21871629184214725] Predicted: 3.761010328798316 Movie Vector: [1.701084901624437, -0.813986567807142] User Vector: [1.928040297834379, -0.3193888124643044] Predicted: 3.5397384436233628 Movie Vector: [1.1225324836852495, -0.1811993271720916] User Vector: [2.274170964392397, -0.8315631530726452] Predicted: 2.703509464822143 Movie Vector: [2.023770758189332, 0.16811703206037393] User Vector: [1.7251233246319313, -0.08345881830897663] Predicted: 3.477223289827094 Movie Vector:
avg loss: 0.9297482063204511: 81%|████████████████████████████████████▋ | 57020/70000 [01:21<00:17, 754.17it/s]
[1.995832418806095, -0.197665854990256] User Vector: [1.4527200893278471, -0.8410723777453345] Predicted: 3.0656371403871225 Movie Vector: [1.8338941209950639, -0.5951480128972525] User Vector: [1.8399234952916896, -0.1777697033505942] Predicted: 3.4800241667985587 Movie Vector: [2.4822093013130164, -0.29511429868056327] User Vector: [2.1251704339396884, 0.07640595821199729] Predicted: 5.252569327227764 Movie Vector: [1.9508375527972015, -1.1036272474438513] User Vector: [2.1270180210718928, 0.10342690330290644] Predicted: 4.035321882379609 Movie Vector: [2.4366494570323445, 0.28677995525821076] User Vector: [1.6431559200430823, -1.3562429417283763] Predicted: 3.614851690244331 Movie Vector: [2.3213939098509657, -0.1564174616121712] User Vector: [2.002328091332846, -0.4954903840635431] Predicted: 4.725695584872037 Movie Vector: [1.5570940372935327, -0.22078742276504765] User Vector: [2.02282579348823, -0.4692483824481176] Predicted: 3.253334122521469 Movie Vector: [1.7977094678773555, -0.9798438271792239] User Vector: [2.139936365309879, -0.35799687640774386] Predicted: 4.197764894070196 Movie Vector: [1.5724903048594892, -0.9467066806294173] User Vector: [2.006741225119214, -0.29999941526816265] Predicted: 3.4395925714811058 Movie Vector: [1.2211581893741552, -1.0664671306894196] User Vector: [1.6241581253772, 0.4843365131821062] Predicted: 1.4668250241415044 Movie Vector: [1.7960318814344014, -0.385077845303415] User Vector: [1.7961850792935221, 0.005960739161581098] Predicted: 3.2237103187751863 Movie Vector: [1.7224190365410863, 0.22214492305110758] User Vector: [1.7803481430580932, 0.3304149803420361] Predicted: 3.1399055436568477 Movie Vector: [2.0936837563768327, 0.006457715630337866] User Vector: [1.928322547668813, -0.07762029806668176] Predicted: 4.0367963452973274 Movie Vector: [2.059039204050926, -0.21137950590670004] User Vector: [1.8444683802573214, 0.14861771939865642] Predicted: 3.7664179654866676 Movie Vector: [2.1680685700050044, -0.6421928046245604] User Vector: [1.9841020330070538, -0.18469212805266869] Predicted: 4.420277213151847 Movie Vector: [1.762025155805788, -0.7083793393669838] User Vector: [1.5525156106000466, -0.27432326985905947] Predicted: 2.9298964973342168 Movie Vector: [2.1803661439432522, 0.1293702242264444] User Vector: [0.9842510426166963, -0.17127936807054103] Predicted: 2.123869200209642 Movie Vector: [1.92866353091527, -0.16871895513593974] User Vector: [1.9596887350010443, -0.04927849324888879] Predicted: 3.787894411033619 Movie Vector: [1.8590589418931784, -0.47001756189906985] User Vector: [2.342485128796519, -0.789900745438291] Predicted: 4.726085147454126 Movie Vector: [1.8382754502574765, -0.7971474920055592] User Vector: [1.8508012201887716, -0.7280291402806772] Predicted: 3.9826290496613064 Movie Vector: [2.1668979459619018, 0.038781406373393446] User Vector: [1.8735758621433258, -0.17125604046467052] Predicted: 4.053206137183014 Movie Vector: [1.4238902681210979, 0.3880076936977174] User Vector: [2.401106111848631, -0.6042521223921875] Predicted: 3.1844571529660106 Movie Vector: [2.0661384289303486, -0.751399790434877] User Vector: [2.214571107914115, -0.5417693321555065] Predicted: 4.982695832305901 Movie Vector: [1.77885407614323, 0.2612555794134533] User Vector: [1.8332329213015464, -0.0019824957670759044] Predicted: 3.260535916496905 Movie Vector: [2.070487364626078, -0.2104570723566322] User Vector: [1.6773236384448529, 0.43056821677126556] Predicted: 3.382261273437212 Movie Vector: [1.6108628133271918, -1.6023474600880176] User Vector: [1.9542571113534062, -0.4553756606500203] Predicted: 3.8777101415878823 Movie Vector: [1.9882180221140944, -0.2593385471592678] User Vector: [1.5911532939100512, 0.09144340031465734] Predicted: 3.1398448563132617 Movie Vector: [2.1973454830810764, 0.32488163234388767] User Vector: [1.882854622778316, 0.11419110115955321] Predicted: 4.174380692004118 Movie Vector: [2.1277792495135506, -0.05585594957562549] User Vector: [1.889669195702367, -0.5857382718708611] Predicted: 4.0535158704385905 Movie Vector: [1.2251957886683182, -0.011210775286478177] User Vector: [2.283014680898225, -0.8329907068440032] Predicted: 2.8064784441346027 Movie Vector: [1.8161504483707602, 0.04308282617506487] User Vector: [1.7160976486599306, 0.30715946615114437] Predicted: 3.129924811949956 Movie Vector: [1.9898969636251354, -0.16538471382704062] User Vector: [1.8385471505385056, -0.6081982108083998] Predicted: 3.7591060793828825 Movie Vector: [1.939708494018713, -0.16899669268170714] User Vector: [1.5104532213553707, -0.4611279633872627] Predicted: 3.007768043996439 Movie Vector: [2.1319566021468983, 0.04235917921143026] User Vector: [1.7935516352373457, -0.8249428098894239] Predicted: 3.788830349712338 Movie Vector: [2.1904815706857814, -0.41283748168916357] User Vector: [1.6615687873586047, 0.3058659293436201] Predicted: 3.51336288713101 Movie Vector: [1.561097984677439, -0.4108895298323204] User Vector: [1.8448331110579166, -0.10916901225026629] Predicted: 2.924821655854495 Movie Vector: [1.5755353537020917, -0.6501938114712874] User Vector: [1.9423402577250206, -0.979512115791499] Predicted: 3.697098460913382 Movie Vector: [1.5410375390254982, -0.21106454046380788] User Vector: [1.7113098278939736, 0.4271136514093989] Predicted: 2.547044139127334 Movie Vector: [1.9915869696146233, 0.09628499785556047] User Vector: [2.0343641043524117, -0.2710909595476989] Predicted: 4.025511049221275 Movie Vector: [1.7514003392524693, -0.05576113542099693] User Vector: [1.907186869277568, -0.031081769348497466] Predicted: 3.341980884620353 Movie Vector: [1.6327549679222852, -0.30645468147217203] User Vector: [1.8198134492372366, -0.61929827982487] Predicted: 3.1610963070138824 Movie Vector: [1.1773203954689635, -0.4166478512430802] User Vector: [2.0950944096406308, -0.47949567716823555] Predicted: 2.666378222475413 Movie Vector: [1.6598642042531873, 0.03231129192620523] User Vector: [1.9004964817862218, -0.7495789320387182] Predicted: 3.130346216731233 Movie Vector: [1.9198383260432836, -1.4280095688892243] User Vector: [2.0359347005039172, 0.08142715679876696] Predicted: 3.792386708272792 Movie Vector: [1.7904600160827295, -0.7713033964495823] User Vector: [1.9575641433342958, -0.4924741518386029] Predicted: 3.88478731353404 Movie Vector: [1.677926655554747, -0.300722898300118] User Vector: [2.010078139638073, -0.1145144975525709] Predicted: 3.4072008218480105 Movie Vector: [1.7567441672471218, 0.19266943260353675] User Vector: [1.883169412590496, 0.09614824929100639] Predicted: 3.326771710143264 Movie Vector: [1.855103686793648, -0.12079459832529787] User Vector: [1.7474326818250925, -0.4115921828676094] Predicted: 3.2913869228807657 Movie Vector: [1.8669971791063313, -0.43644553851225976] User Vector: [1.7995718480181553, 0.3753468591855373] Predicted: 3.1959771017629466 Movie Vector: [2.3393850506022913, -0.33185016091556113] User Vector: [1.5179957171640355, -0.025568653143512622] Predicted: 3.559661449271917 Movie Vector: [1.9790514477596368, -0.6395584557516977] User Vector: [1.8916806261802612, -0.2607390356240326] Predicted: 3.910491136918796 Movie Vector: [2.417097852105546, -0.21153117560133022] User Vector: [1.857824185419606, -0.7343636118535216] Predicted: 4.64588364630168 Movie Vector: [1.69680826295026, -0.17730066391458213] User Vector: [1.6750962698362306, 0.11386528686343843] Predicted: 2.8221288009375627 Movie Vector: [1.967259793116594, -0.12679165374980295] User Vector: [1.968000740049273, -0.6086675846578787] Predicted: 3.9487426983653076 Movie Vector: [2.085655205605429, -0.23406183951374] User Vector: [1.6140005369246162, 0.12065147539226431] Predicted: 3.3380087154164233 Movie Vector: [2.117731426220033, 0.22687815620726248] User Vector: [1.7540044352297726, -0.4089654702539324] Predicted: 3.6217249823717617 Movie Vector: [1.931658121879171, 0.40911690012803503] User Vector: [1.824039615468597, -0.5002178273984762] Predicted: 3.3187733709152303 Movie Vector: [1.7615349415799166, -0.5881568146804571] User Vector: [1.905708111234007, -0.40954211996526324] Predicted: 3.5978464151472207 Movie Vector: [2.168945595412332, -0.4197684325908428] User Vector: [1.55324225286365, -0.6233860589806742] Predicted: 3.6305757318342415 Movie Vector: [1.345283704714355, -0.15564247677765203] User Vector: [1.4585108095017196, -0.4566024917299254] Predicted: 2.0331775678880994 Movie Vector: [2.0494524373835783, -0.449930934570193] User Vector: [1.899909724920453, -0.67961059850598] Predicted: 4.19955244827659 Movie Vector: [2.0685844535466655, 0.20732143072658704] User Vector: [1.892154356897816, -0.10902909676778617] Predicted: 3.891477018056686 Movie Vector: [1.395891195273144, -0.5219651174644918] User Vector: [1.9986341571075152, 0.024135230168930395] Predicted: 2.7772780742283842 Movie Vector: [2.111040579384118, -0.524026063659083] User Vector: [2.0007308237420327, -0.24084554618299758] Predicted: 4.349833300860143 Movie Vector: [1.6420197635403766, -0.15728775786913712] User Vector: [1.4186426491222726, -0.3601722966627815] Predicted: 2.386089960248714 Movie Vector: [1.4010911050562875, -0.9124267405142782] User Vector: [2.1020967367482264, -0.5951257061727292] Predicted: 3.4882376481052297 Movie Vector: [2.0980199349366293, -0.20338947405298302] User Vector: [2.3218709254133225, -0.8333462488967626] Predicted: 5.040825343134049 Movie Vector: [1.4801905717717365, -0.744630029196113] User Vector: [1.838108615486754, -0.5409396793561191] Predicted: 3.1235509717681764 Movie Vector: [1.731225741310396, -0.35359104676724473] User Vector: [1.6454725966948331, -0.1930387075911445] Predicted: 2.9169412747027037 Movie Vector: [2.0856663416909016, -0.35307247689033844] User Vector: [1.8591543522686176, -0.3209694457000751] Predicted: 3.99090113373425 Movie Vector: [1.5043431464897161, -0.14329784782004393] User Vector: [2.208715610363967, 0.21850207901664281] Predicted: 3.2913553133285944 Movie Vector: [1.8921502515296706, -0.26153833246843433] User Vector: [1.4308038946638804, -0.8403514604728273] Predicted: 2.92708006883737 Movie Vector: [1.9822091013032082, -0.16751078336356845] User Vector: [1.825056908591307, -0.7782100445850437] Predicted: 3.7480029887958244 Movie Vector: [1.2203004283071108, 0.20835619486635448] User Vector: [1.7056310190222406, -0.1665591815029342] Predicted: 2.0466786257687284 Movie Vector: [1.3690792935130411, -1.1628917614340823] User Vector: [2.1499358788170335, -0.3991828148597769] Predicted: 3.407639100775665 Movie Vector: [1.1807879852217689, -0.5537606814587767] User Vector: [2.0416263661424328, 0.3313506051232893] Predicted: 2.227238946558114 Movie Vector: [1.3940180574382415, -1.438913013637669] User Vector: [2.2366907311318127, -1.4007471105580633] Predicted: 5.13354051429985 Movie Vector: [1.9162076637199061, 0.4133539762020397] User Vector: [1.8702868606245777, -0.46481944229565847] Predicted: 3.3917230509945346 Movie Vector: [1.3024471196131158, -0.5669247237575626] User Vector: [1.8640897909613428, -0.01570132738813884] Predicted: 2.4367798496299637 Movie Vector: [1.6150106687862038, 0.5349123481745081] User Vector: [2.035448426716981, -0.05601410577649895] Predicted: 3.2573082880602158 Movie Vector: [2.1844467164210237, -0.4354509440081823] User Vector: [2.0267667203309365, -0.5982412831459323] Predicted: 4.687868638668884 Movie Vector: [1.3334995830094853, -1.742922067777863] User Vector: [2.004681686495774, -0.5321109955405205] Predicted: 3.6006701896436883 Movie Vector: [1.7827849341933222, -0.389225930735988] User Vector: [1.8719810405954491, 0.42329522000149] Predicted: 3.1725821202879296 Movie Vector: [1.7181372162851103, -0.06285051923725676] User Vector: [1.8664192503129684, -0.6080241028732423] Predicted: 3.2449790057280166 Movie Vector: [1.6743432765679762, 0.3923090341980099] User Vector: [2.040699197516566, -0.9906704671875521] Predicted: 3.0281820066686866 Movie Vector: [1.8335160095096064, -0.24433596277398403] User Vector: [1.888643696898329, -0.12774410719672907] Predicted: 3.49407093394311 Movie Vector: [1.5810887498499209, -0.06193319860101291] User Vector: [2.0182016970797627, -0.04120816061633388] Predicted: 3.1935081513762644 Movie Vector: [1.7964529759005592, -0.7728110751702711] User Vector: [1.8861788783620979, -1.1230461779988077] Predicted: 4.256334183399492 Movie Vector: [1.947570084310444, 0.012987621562800832] User Vector: [1.7179354318800426, -0.22950364298626003] Predicted: 3.342818947444124 Movie Vector: [1.9283542046347468, -0.20891685207175192] User Vector: [1.709302002616069, 0.009307674430874772] Predicted: 3.294195173693083 Movie Vector: [1.501081197685281, -0.6394197540784642] User Vector: [1.9388534268798383, -0.7488322670723061] Predicted: 3.3891945682143914 Movie Vector: [2.291636758123773, -0.04268439473857951] User Vector: [2.0603543778996594, -0.5770771453825404] Predicted: 4.74621601582422 Movie Vector: [1.7669491906942447, -0.08186377180423995] User Vector: [1.8534101940616483, -0.743856109825248] Predicted: 3.335776509251616 Movie Vector: [1.8186047569370982, 0.018064451649421272] User Vector: [1.9393475389688632, -0.13848428434655835] Predicted: 3.524405017064246 Movie Vector: [1.4146142470502803, -0.8848929301685283] User Vector: [1.9692476650613193, -1.1040504666292608] Predicted: 3.7626922554357383 Movie Vector: [1.0548641619116772, -0.3525102442806903] User Vector: [1.6481629849110144, -0.7759164657332628] Predicted: 2.0121065686490476 Movie Vector: [0.9807747660921547, -0.5006487730270294] User Vector: [1.968836341738481, -0.019739490616610785] Predicted: 1.9408675542996774 Movie Vector: [1.9690894494355895, -0.1385950548121341] User Vector: [1.6994602901379976, -0.08559067695715832] Predicted: 3.358251771609762 Movie Vector: [2.1502873833566327, -0.2328399709917354] User Vector: [1.6898937855950638, 0.30052755028703265] Predicted: 3.5637824602867942 Movie Vector: [2.091798330661886, 0.0065336092126400845] User Vector: [1.5708166594290562, -0.46908359716350667] Predicted: 3.2827668570576547 Movie Vector: [1.1456120639572107, -0.6227598779662703] User Vector: [2.0264331887968066, -0.4951511061647931] Predicted: 2.629866550338952 Movie Vector: [0.9179431675325368, 1.0042401909430563] User Vector: [1.5914330643807926, -0.4605471643017711] Predicted: 0.9983451358170226 Movie Vector: [1.7144259991645774, -0.19901595679436124] User Vector: [1.8414923007473702, -0.2184519565152602] Predicted: 3.2005777028021716 Movie Vector: [1.9836890638100813, -0.1623937326518758] User Vector: [2.0674676014513818, -0.5156987664666312] Predicted: 4.184959118391251 Movie Vector: [1.9912531845784236, -0.24995138330573555] User Vector: [2.3504435836279707, -0.8094941388674154] Predicted: 4.8826624508589145 Movie Vector: [1.873002601844853, -0.2509910780143364] User Vector: [1.9845525754976727, -0.4369384423778311] Predicted: 3.826739788083362 Movie Vector: [1.6033493381968713, -1.3282112457997528] User Vector: [2.1085116204063112, 0.07838655431650479] Predicted: 3.276566808196197 Movie Vector: [2.026205531759404, 0.16041727590423066] User Vector: [1.7220358351981548, -0.43553724415793654] Predicted: 3.4193308369037747 Movie Vector: [1.9492187909383785, -0.28732945579435903] User Vector: [1.8833715474877735, -0.2950617350014891] Predicted: 3.755883138425578 Movie Vector: [1.8149921324913134, 0.41543383090982994] User Vector: [2.0535688687700833, 0.22869697436931347] Predicted: 3.822219800526519 Movie Vector: [1.6517718978224172, -0.40261907551117393] User Vector: [2.0077832381454623, -0.31363026531963395] Predicted: 3.4426734571628836 Movie Vector: [1.7509660913131742, -0.4695955723609366] User Vector: [2.2878535503993263, -0.540989839704368] Predicted: 4.260000422057101 Movie Vector: [1.749282929959887, -0.9357769019198813] User Vector: [1.9955118532793255, 0.11149438269764339] Predicted: 3.386380953451872 Movie Vector: [1.87076626281184, 0.35980854418489283] User Vector: [2.2155211332588927, -0.5421148311961218] Predicted: 3.9496646424536754 Movie Vector: [1.8992608785387357, -0.1566483946434425] User Vector: [1.755757846195499, -0.7313484905365244] Predicted: 3.449206756433993 Movie Vector: [2.194812401712074, -0.36362030985052446] User Vector: [2.0158204481567537, -0.167542600947866] Predicted: 4.485269611709059 Movie Vector: [2.1000149689642966, 0.038718319808989606] User Vector: [0.9396690466093582, -0.37223173013030875] Predicted: 1.958906876581823 Movie Vector: [1.8448497769444159, -0.30499501549582997] User Vector: [1.6764002160635874, -1.042482889992] Predicted: 3.4106586498617273 Movie Vector: [2.0864946354335006, -0.6451191229926074] User Vector: [2.193305217620064, 0.09106249121912144] Predicted: 4.517573415959768 Movie Vector: [1.1834692585003277, -0.19501629507651294] User Vector: [1.962174811510229, 0.3795265986403313] Predicted: 2.248159698076203 Movie Vector: [1.5407933923714672, -0.1550470100830286] User Vector: [1.885297137718783, -0.3516498347907175] Predicted: 2.9593756279344325 Movie Vector: [1.9849024268351254, -0.5164222050811234] User Vector: [2.0514423718537316, -0.20056600328235846] Predicted: 4.175489680084262 Movie Vector: [2.2975678972927787, -0.27512455540906483] User Vector: [1.9639541315914035, -0.33950588562982736] Predicted: 4.605724370342593 Movie Vector: [1.77384657645113, -0.6779716926179463] User Vector: [1.6865302228663337, 0.16427284311642923] Predicted: 2.8802735244139996 Movie Vector: [2.0202894234080038, -0.4619616597915658] User Vector: [1.8178960153070811, -0.19498424846811369] Predicted: 3.7627513396359915 Movie Vector: [1.664365430539379, -0.4713181296007246] User Vector: [1.8556009456668139, -0.4147066552444209] Predicted: 3.2838568319267982 Movie Vector: [2.1250920900581742, -0.05502301429826942] User Vector: [1.8740602291245538, -0.21717412150044849] Predicted: 3.994500143997732 Movie Vector: [1.780578975133636, -0.7654620962472737] User Vector: [1.7872088585987143, -0.18296114755471582] Predicted: 3.3223163413324936 Movie Vector: [1.9783322458338055, -0.29432061275391347] User Vector: [1.9368189409520318, -0.6847566292148346] Predicted: 4.0332093559249005 Movie Vector: [2.1429199499224683, -0.4093231691141105] User Vector: [1.9594915975524845, -0.4605824762748933] Predicted: 4.387560714927931 Movie Vector: [1.1492076661967052, -0.6110027653952742] User Vector: [1.9040951679043874, -0.7658000591230844] Predicted: 2.656106717987894 Movie Vector: [1.6955794202432004, -1.1050178098638384] User Vector: [1.6344299353533442, -0.46097131949185266] Predicted: 3.2806872800894857 Movie Vector: [2.1268828356577716, -0.44783912629308814] User Vector: [2.0421865325501014, -0.19815786428346638] Predicted: 4.432234328101083 Movie Vector: [1.9681567772538857, -0.5865891623842557] User Vector: [2.1113263591213594, -0.6413626065728273] Predicted: 4.531637636873612 Movie Vector: [2.004263063675992, -0.18949281882717628] User Vector: [2.0131358175491325, -0.301561596417932] Predicted: 4.091997518232154 Movie Vector: [2.0787909711624795, -0.8902080317321838] User Vector: [1.8332491459920608, -0.5384950570346974] Predicted: 4.29031439739999
avg loss: 0.9298875443134622: 82%|████████████████████████████████████▊ | 57169/70000 [01:21<00:18, 690.26it/s]
Movie Vector: [2.218534732545266, -0.3833399495335949] User Vector: [1.951868010251337, -0.27198802182846893] Predicted: 4.434550848648078 Movie Vector: [1.3259111832460726, -1.4192445783413907] User Vector: [1.8789431922415916, 0.7425221014569954] Predicted: 1.4374913244857048 Movie Vector: [1.5217919949571712, -0.7373275332708922] User Vector: [2.04589827864767, 0.1015773766480008] Predicted: 3.038535826382682 Movie Vector: [1.6785653014476227, -0.48337834991920314] User Vector: [1.6462869210887545, -0.6980903971539564] Predicted: 3.1008418862373444 Movie Vector: [2.1140462263890027, -0.23193952389669717] User Vector: [1.813795984409418, 0.2956936559415605] Predicted: 3.7658655105018974 Movie Vector: [1.4677983037012043, -1.100188128026498] User Vector: [0.88616041011159, -0.3732182776221513] Predicted: 1.7113150649713438 Movie Vector: [1.1142100295219355, -0.5645661090702421] User Vector: [1.3483292248427419, -1.5092561951083423] Predicted: 2.354396843079795 Movie Vector: [2.050946727122727, 0.017131097549133334] User Vector: [1.7151392337334304, -0.41384020971839264] Predicted: 3.5105696609829216 Movie Vector: [1.7616373106865035, -0.4725931373199176] User Vector: [2.018831466156069, -0.5506051619717269] Predicted: 3.816661055689228 Movie Vector: [1.5926718436680327, -0.46054152195914333] User Vector: [2.0339586632976387, -0.0457062854292428] Predicted: 3.2604783364735 Movie Vector: [2.1146107538816907, -0.6439517871522804] User Vector: [2.3222833320721192, -0.5502236410390197] Predicted: 5.26504280454042 Movie Vector: [2.1260560580811174, 0.01533846898625236] User Vector: [1.7856585743733557, -0.7748806048081152] Predicted: 3.7845247475860666 Movie Vector: [1.685566132791592, -0.48558040142971376] User Vector: [1.6208745666386282, 0.14164939715395058] Predicted: 2.663309103897028 Movie Vector: [1.98318093418085, -0.46177509516133347] User Vector: [1.8342247964046774, -0.6260002315449216] Predicted: 3.9266709617241804 Movie Vector: [1.9333915432643751, 0.5986944774298568] User Vector: [2.3021098644303497, -0.12375153346646103] Predicted: 4.376790383895289 Movie Vector: [1.981300714057175, 0.6324346337600419] User Vector: [1.685077646351056, 0.3738916969962486] Predicted: 3.575107602412874 Movie Vector: [1.0488502538443059, 0.520335288969764] User Vector: [1.6758535422165746, -0.7851699843117703] Predicted: 1.3491677624824834 Movie Vector: [2.0739408722024786, -0.4779049455254229] User Vector: [1.573805071083736, -0.020460187449562434] Predicted: 3.27375668656861 Movie Vector: [1.6400271440016911, 0.03628367283419772] User Vector: [1.826667887259623, -0.30900892359334037] Predicted: 2.984572939495494 Movie Vector: [1.4130228640286298, -0.9421492553777183] User Vector: [1.8267370789284048, -0.17655537247780892] Predicted: 2.747562771807611 Movie Vector: [2.125964952437491, -0.12117698014960744] User Vector: [2.1211495789456833, -0.6075334094555648] Predicted: 4.583108727613884 Movie Vector: [1.4741560564091645, -0.742854122822683] User Vector: [2.669626643433675, 0.22186322950067305] Predicted: 3.7706342700316906 Movie Vector: [1.937011002382479, -0.4279499967538558] User Vector: [2.4376389027795238, -0.1469105254601503] Predicted: 4.78460373341327 Movie Vector: [1.5643639692203821, 0.4456991918084972] User Vector: [1.6861042317763992, -0.7645751629422824] Predicted: 2.296910176340786 Movie Vector: [2.170891011550607, -0.273630471750982] User Vector: [2.023821005967421, -1.209551546040825] Predicted: 4.724464990992262 Movie Vector: [1.367855164829292, -1.4709343148385365] User Vector: [1.9111776875874031, 0.4147376250193019] Predicted: 2.004162466577404 Movie Vector: [1.7484072881362631, -0.4098941138720685] User Vector: [1.8323548203521103, -0.21739124908056282] Predicted: 3.2928099157606625 Movie Vector: [1.7138965359684954, -0.5115087733178497] User Vector: [1.2840927194729552, -0.05157241752898537] Predicted: 2.2271818077943504 Movie Vector: [1.9459321169729014, -0.7641512254812565] User Vector: [1.7345436706252453, 0.008876823377860277] Predicted: 3.368521001499158 Movie Vector: [1.4999510194680197, -0.8444782118577584] User Vector: [2.096728691008063, 0.08814750844071204] Predicted: 3.070551687317661 Movie Vector: [2.2669912327543704, -0.20400816954576342] User Vector: [1.6193352249050055, 0.2229718153732398] Predicted: 3.6255306858353835 Movie Vector: [2.054609791994125, 0.28155412257394663] User Vector: [1.9229236784729025, 0.385994540657004] Predicted: 4.059536173260804 Movie Vector: [1.7441523120961304, -0.3021267529528703] User Vector: [2.0404183583330053, -0.16868666559190162] Predicted: 3.60976515187163 Movie Vector: [1.2922976053994608, -0.620912182330608] User Vector: [2.1511995216519275, -0.01996990337661574] Predicted: 2.7923895468537574 Movie Vector: [2.0820292019637483, -0.09418417875751589] User Vector: [1.9540211964813243, -0.5750965664476898] Predicted: 4.122494190147403 Movie Vector: [1.9135409798213852, -0.651723290521663] User Vector: [1.7758527029957267, -0.468195415559636] Predicted: 3.7033007781445817 Movie Vector: [1.6427806590073306, -0.6841052700916878] User Vector: [1.493071758644318, -0.4606010176211482] Predicted: 2.7678889911751687 Movie Vector: [1.6628252974479047, -0.4169092994187722] User Vector: [1.6614710238960468, -0.148335807091942] Predicted: 2.824578626924439 Movie Vector: [1.5507887911924576, -0.039990161114067536] User Vector: [1.8705123101968948, -0.17131086946720936] Predicted: 2.9076202737114385 Movie Vector: [1.8150152125968433, -0.05614028710602466] User Vector: [2.7005782174702277, 0.12110539047696134] Predicted: 4.894791656124666 Movie Vector: [1.7166461279755552, -0.9320464015468112] User Vector: [2.0177585341411897, -0.1930142741988942] Predicted: 3.643675634537354 Movie Vector: [1.7980011496379718, 0.17968858636949983] User Vector: [1.7658672543735514, -0.25682400994624105] Predicted: 3.1288830101787077 Movie Vector: [1.7508515656945531, 0.1989029740386749] User Vector: [1.4017968371263765, -0.3585586498254215] Predicted: 2.3830198052508207 Movie Vector: [0.9788569637798218, -0.20263771669337519] User Vector: [1.7171181590664175, -0.24745791774769127] Predicted: 1.7309573750650395 Movie Vector: [1.8470870763784537, -0.2711422433311626] User Vector: [1.9997803127815796, -0.27201947882240635] Predicted: 3.767524343052598 Movie Vector: [1.9712725272382419, -0.24163559759711142] User Vector: [2.025721956126468, -0.43920361897184806] Predicted: 4.0993772688724945 Movie Vector: [1.8239426636628344, -0.37991928191169366] User Vector: [1.8212353192900717, 0.08935567992462769] Predicted: 3.2878808536710706 Movie Vector: [1.1493158422058147, -1.0144984676010316] User Vector: [1.9731964800234876, -0.26340939783164785] Predicted: 2.535054404727661 Movie Vector: [1.9509628782864088, -0.4287908421382415] User Vector: [1.9507353638206906, -1.1655239906217225] Predicted: 4.305578293645712 Movie Vector: [1.4327288190344858, -0.9606589452103264] User Vector: [1.9488447245337386, -0.3293439439618773] Predicted: 3.1085532064806367 Movie Vector: [1.9264219188607206, 0.14209357131293712] User Vector: [0.9364222281999757, -0.410892020270873] Predicted: 1.7455591911285524 Movie Vector: [1.8508282888030718, 0.0873570637171453] User Vector: [1.5550995246369137, -0.46913268871079833] Predicted: 2.8372401379227044 Movie Vector: [1.770260062254114, -0.7369222190371861] User Vector: [2.0443400003117547, 0.10233238227648177] Predicted: 3.5436024499939154 Movie Vector: [1.9944329688115454, -0.5945711433013323] User Vector: [1.8641981286025648, -0.6911714776405069] Predicted: 4.128968823759728 Movie Vector: [2.197961066500342, -0.5479425509155506] User Vector: [1.7001942326451573, -0.22962195245485845] Predicted: 3.862780367216805 Movie Vector: [1.9160952085671414, -0.15150089485572227] User Vector: [2.015714682380212, -0.33317711340673467] Predicted: 3.912777875573728 Movie Vector: [1.7827900400439138, -0.1627425966472425] User Vector: [1.7330383179584183, -0.08795407827830627] Predicted: 3.1039573273554524 Movie Vector: [2.0338256302985123, -0.44700653931768086] User Vector: [1.7282404264067817, -0.5377050311225636] Predicted: 3.7552973396799456 Movie Vector: [2.0450630839013066, -0.4505028325688414] User Vector: [1.4151429236522008, -1.151096212974973] Predicted: 3.412628656109773 Movie Vector: [1.9768360773173217, 0.5198128591197916] User Vector: [2.0459698684822554, -0.43465174443172117] Predicted: 3.81860948312544 Movie Vector: [2.236654370462339, 0.22338767552461017] User Vector: [1.7963099983103743, -0.4131622085457068] Predicted: 3.925429263044456 Movie Vector: [1.539170598216227, -0.15946564920246387] User Vector: [2.0340162577955856, 0.462596942302462] Predicted: 3.056929698569426 Movie Vector: [1.7972128324161771, -0.1496408698855383] User Vector: [2.019490009426906, -0.4216961457294626] Predicted: 3.6925563379526376 Movie Vector: [1.9319207194864596, 0.015078262555981218] User Vector: [1.757246088541561, -0.23267101901721757] Predicted: 3.39135185297607 Movie Vector: [1.7015955176639501, -0.4893188365694484] User Vector: [2.0301574521939463, -0.31409698937610964] Predicted: 3.6082003942167686 Movie Vector: [2.1494623172342346, -0.127907026106707] User Vector: [1.997883216693294, -0.3853753466409092] Predicted: 4.343666903040634 Movie Vector: [2.164249091644627, 0.03902352750193175] User Vector: [1.8569322296859816, -0.22038952286640084] Predicted: 4.010263514736803 Movie Vector: [1.8589061278616739, -0.24605329993283023] User Vector: [1.9114809080234756, -0.5783362418685386] Predicted: 3.6955651139979406 Movie Vector: [1.822573781068976, -0.7873543864759234] User Vector: [2.049193482425586, 0.332527424743155] Predicted: 3.4729893869112365 Movie Vector: [1.6531180187866878, -0.3122714110955693] User Vector: [2.2141816704282298, -0.3272118349526316] Predicted: 3.762482517679943 Movie Vector: [1.9634840909551248, -0.8612077444958406] User Vector: [2.3065169533942247, 0.13888150749839678] Predicted: 4.409203513682967 Movie Vector: [2.127036433892535, -0.36776687211037673] User Vector: [1.7782398464203986, -0.5516515014611842] Predicted: 3.985260088723027 Movie Vector: [1.5885801833579538, -1.0284379935030532] User Vector: [1.6576806405401536, 0.30401569229920844] Predicted: 2.3206973273165676 Movie Vector: [2.2841154016319223, -0.11103809269934412] User Vector: [1.9094392355488012, -0.854292118941253] Predicted: 4.456238533892619 Movie Vector: [1.6245406992003224, -0.3615905598588443] User Vector: [1.9254745751112434, -1.2216026699079507] Predicted: 3.5697318058807377 Movie Vector: [1.9275416365927587, -0.6554144994288675] User Vector: [1.9571760342868127, -0.24553725942963775] Predicted: 3.93346697620954 Movie Vector: [2.1917869879315277, 0.05326797593613883] User Vector: [1.862164949951569, -0.8235795533900453] Predicted: 4.037598490854537 Movie Vector: [2.012798624773688, -0.5121873764967841] User Vector: [1.6863552508781887, 0.2854519087209729] Predicted: 3.248088665603711 Movie Vector: [2.1661503171747034, 0.4241709478850877] User Vector: [1.9359670023331357, 0.046741429963841924] Predicted: 4.213421892796949 Movie Vector: [1.952358461790672, -0.2714925378877325] User Vector: [1.7161880863063574, -0.393318029597283] Predicted: 3.4573972423769255 Movie Vector: [1.822560823541653, -0.8354836543032311] User Vector: [2.216224062807382, -0.47472187839123325] Predicted: 4.4358255227990515 Movie Vector: [1.5680145398867762, -0.8935887010191437] User Vector: [1.6981057851002426, -0.24352207809799467] Predicted: 2.880263138740099 Movie Vector: [1.022724960396023, -1.5891169459210681] User Vector: [1.6945246148154993, -0.2253384538936173] Predicted: 2.091121775227268 Movie Vector: [1.6650168688649885, -0.4299448700402929] User Vector: [2.0078290507164533, -0.7615929373850916] Predicted: 3.6705122157277095 Movie Vector: [2.183796225857923, -0.3716569558676083] User Vector: [1.8981594693968324, -0.02258777895304331] Predicted: 4.153588390510778 Movie Vector: [2.06130639848968, 0.8348403312579372] User Vector: [1.9066415033313502, -0.301046263740657] Predicted: 3.67884676789768 Movie Vector: [2.0515677302485495, 0.2809434799159571] User Vector: [1.9940733143316587, -0.12652695623422733] Predicted: 4.055429540044986 Movie Vector: [1.4551368168329077, -1.164372001533712] User Vector: [1.8726728874598564, 0.11268571258237035] Predicted: 2.5937871757238384 Movie Vector: [1.7009523622002105, -0.4990498076946308] User Vector: [2.2263519650990014, -0.06697775091154551] Predicted: 3.8203438678364527 Movie Vector: [2.1164019586010916, -0.3839781840587498] User Vector: [2.117922723508022, -0.5033264551344407] Predicted: 4.675642178429387 Movie Vector: [1.7960686837492246, -0.43198298531988] User Vector: [2.08109460572846, -0.12724227527696286] Predicted: 3.7927553472013633 Movie Vector: [1.7714724349722468, -0.47527551585975414] User Vector: [1.9342361527491991, -0.7900227074949131] Predicted: 3.801924477167539 Movie Vector: [1.8942075902882536, -0.47341723482875114] User Vector: [1.9703774040031299, -0.020526145166287674] Predicted: 3.742021265281511 Movie Vector: [1.273601446373413, -1.4153209616092097] User Vector: [1.3082298079626882, -1.488937968594378] Predicted: 3.7734884930975507 Movie Vector: [1.6258854981981796, -0.41206757538737365] User Vector: [1.5706545147858701, -0.28307765995293244] Predicted: 2.6703515232529806 Movie Vector: [2.0211276058406664, -0.763766399728642] User Vector: [1.9103331139755375, -0.8406462671107109] Predicted: 4.503084365883993 Movie Vector: [0.9455053161006581, -0.19783133266874428] User Vector: [2.244719780928272, -0.9410405871688532] Predicted: 2.308561799478978 Movie Vector: [1.6249649668753956, -0.30380367663967406] User Vector: [1.7639889504807713, -0.8632044383460213] Predicted: 3.1286649285477566 Movie Vector: [1.7984052433175377, -0.24230416419707843] User Vector: [2.0585040664878895, -0.17181952058500805] Predicted: 3.7436570918903866 Movie Vector: [2.318730502852969, -0.18652188726769087] User Vector: [1.9218555039709295, -0.061296886885260485] Predicted: 4.467698190158733 Movie Vector: [2.047400502557034, -0.9424469670364731] User Vector: [1.9330292633889232, -0.011191765161568987] Predicted: 3.9682327304522396 Movie Vector: [1.9689148625018487, -0.4152843201076751] User Vector: [1.7935609611137686, 0.5945125175142495] Predicted: 3.284477106508592 Movie Vector: [1.7576108320498571, -0.10368334541694303] User Vector: [2.0910049818622833, -0.3648136604660219] Predicted: 3.7129981067622824 Movie Vector: [1.8832881783139293, -0.38835661008455824] User Vector: [1.9623302178103819, -0.13825599423067522] Predicted: 3.7493259303937854 Movie Vector: [1.7268192824169661, -1.1138286375264332] User Vector: [1.9036043413684658, -0.359495115079296] Predicted: 3.687596636993896 Movie Vector: [1.144595699627459, -0.7254603652746778] User Vector: [0.9770744577615534, -0.17170518480525276] Predicted: 1.2429205286580802 Movie Vector: [1.1979162975429885, -0.696298811100223] User Vector: [1.7619750978543616, -0.5079731185683373] Predicted: 2.4643997641146473 Movie Vector: [2.145605729362347, -0.5281869744255966] User Vector: [1.9208249581561174, -0.35227694856489966] Predicted: 4.307401130944331 Movie Vector: [1.9173215160036472, -0.23446638965383476] User Vector: [1.7488177547229862, -0.30229109096596873] Predicted: 3.4239230094228796 Movie Vector: [0.5779718794501849, -1.6021117272538763] User Vector: [1.6940486599812423, -0.9341072717798474] Predicted: 2.4756567025210434 Movie Vector: [1.878171377132268, -0.3707600202368712] User Vector: [2.1726857860424036, -0.42741274764386394] Predicted: 4.239143813812901 Movie Vector: [1.3040683909442172, -1.4278764284732264] User Vector: [1.9018594802654307, 0.054626231331461404] Predicted: 2.402155324137226 Movie Vector: [1.722731321877093, -0.4925888747944229] User Vector: [1.7051460898496906, -0.3128418996761237] Predicted: 3.0916110167103255 Movie Vector: [2.238280348191587, 0.08200247814479592] User Vector: [1.2737464636390181, -0.04848459949622456] Predicted: 2.847025820831196 Movie Vector: [2.1144001681554006, 0.04493983413260086] User Vector: [1.5837651462933846, 0.09240709315306504] Predicted: 3.35286605108037 Movie Vector: [2.1526003227134565, -0.28846705231861236] User Vector: [1.7711450591979632, -0.09655193102026288] Predicted: 3.840419476938965 Movie Vector: [2.0122714189778885, 0.00355131585061989] User Vector: [1.8850951203912567, -0.6236356661050446] Predicted: 3.791108305591957 Movie Vector: [1.7504125641649975, -0.07522688660791856] User Vector: [2.0442857475756013, -1.0374889454871474] Predicted: 3.656390520558898 Movie Vector: [1.763177756862, -0.22201135481743461] User Vector: [1.8436757876068122, -0.4559412215904428] Predicted: 3.3519522678957703 Movie Vector: [1.5899941670927782, -0.6071271525984802] User Vector: [1.9389492567627025, -0.22241825926829167] Predicted: 3.2179541729770427 Movie Vector: [1.8512701791377155, -0.7826977547664045] User Vector: [1.987331811584499, -0.25725276257613144] Predicted: 3.880439278513909 Movie Vector: [1.943099212448402, -0.505947630235665] User Vector: [1.812705046484639, -0.7449944678107242] Predicted: 3.8991939337530623 Movie Vector: [2.13465602163757, -0.38831628041041133] User Vector: [1.728113611310722, -0.08750452475289376]
avg loss: 0.9298061006628405: 82%|████████████████████████████████████▊ | 57284/70000 [01:21<00:15, 814.92it/s]
Predicted: 3.7229075580294047 Movie Vector: [2.101460452639241, -0.3866353941133018] User Vector: [1.6942273464958124, 0.010940854525661722] Predicted: 3.5561216448394046 Movie Vector: [1.7419051763558049, -0.5684350272558321] User Vector: [2.102133148095469, 0.655119915550999] Predicted: 3.2893235050045506 Movie Vector: [2.0975942501079574, -0.3660373557945912] User Vector: [2.0096831243201865, 0.04177387361071308] Predicted: 4.200208967875255 Movie Vector: [1.770952718760844, -0.7980870047538743] User Vector: [1.5603193533637227, -1.8690297362872874] Predicted: 4.2549001450040915 Movie Vector: [1.9659232888405758, -0.24047581115362013] User Vector: [1.943559895248756, -0.7925242121408433] Predicted: 4.011472564099533 Movie Vector: [1.5958646755161159, 0.4314149873121457] User Vector: [1.8140505786496632, -0.26791172963388943] Predicted: 2.7793981026257875 Movie Vector: [1.7303733526322658, -0.8508346161663711] User Vector: [2.207864763616153, -0.4483874322995033] Predicted: 4.2019339020315 Movie Vector: [1.8685819682128475, -0.17617557234023207] User Vector: [1.6062671675611353, -1.7557131600064546] Predicted: 3.3107556362664763 Movie Vector: [2.191126765838226, -0.03792953273899387] User Vector: [1.544849811598355, -0.11071013655691296] Predicted: 3.3891609551423705 Movie Vector: [2.0039340757702266, -0.6923837201720733] User Vector: [1.5631041037799267, -0.4687548813612698] Predicted: 3.4569158261466106 Movie Vector: [1.5408204269565642, -0.8108591229814415] User Vector: [2.002969468956609, -0.4459587824189339] Predicted: 3.447826019536773 Movie Vector: [1.7816528473035569, -0.47943362080571156] User Vector: [2.30453638590598, -0.26061119440238173] Predicted: 4.230829582218873 Movie Vector: [2.1764230944252896, -0.11736495849848527] User Vector: [2.2698215796450345, -0.5110543041013288] Predicted: 5.000071973355669 Movie Vector: [1.4121214753597646, 0.3909693778852415] User Vector: [1.459551830152854, -0.4466422705368214] Predicted: 1.8864410331104602 Movie Vector: [1.6500785533066247, -0.44640883618273003] User Vector: [2.1974958294237514, -0.17346663959584305] Predicted: 3.703477779811394 Movie Vector: [1.7880879213464542, -0.7228174022314363] User Vector: [2.0542613804333283, 0.03399481577207311] Predicted: 3.6486279172156215 Movie Vector: [1.8887063991921926, -1.3148283378783387] User Vector: [2.0577056010481094, -0.36284929432752944] Predicted: 4.363486270914175 Movie Vector: [1.117219300439937, -0.21094674427065754] User Vector: [1.9963752765452814, -0.29796712112816187] Predicted: 2.2932441839791915 Movie Vector: [1.9118062597372365, -0.30466014961773147] User Vector: [1.330548513082404, -0.6463746505582642] Predicted: 2.740675573943202 Movie Vector: [2.357146660034196, -0.3321493320039245] User Vector: [1.668936373124534, -0.04238160301590338] Predicted: 3.9480048188510675 Movie Vector: [1.4340774923973618, -0.6959266520547541] User Vector: [1.0518247526598694, -0.4023798886975713] Predicted: 1.7884250925314062 Movie Vector: [1.752681959295602, -0.723403315576552] User Vector: [1.815698987034219, -0.40225956556983794] Predicted: 3.473338761541779 Movie Vector: [1.7236636497948328, -0.7016010154043824] User Vector: [1.843047206552406, -0.41115166381625795] Predicted: 3.4652578996089787 Movie Vector: [2.185708477833496, -0.282486239725536] User Vector: [2.099007957212692, 0.5990866276403845] Predicted: 4.418585758407764 Movie Vector: [1.948031713091208, 0.33901958776916824] User Vector: [1.857363274562585, -0.6891339025279826] Predicted: 3.384572670026053 Movie Vector: [2.077134359650141, -0.2379570721311507] User Vector: [1.0217807274033255, -0.38780017594015104] Predicted: 2.214655651356425 Movie Vector: [1.7287646801885836, 0.16535845112020695] User Vector: [1.9000307907267633, 0.20141083447707614] Predicted: 3.318011105907172 Movie Vector: [1.6732584886187625, 0.26864501300074317] User Vector: [2.0274136198362838, -0.5529074899867449] Predicted: 3.243851209496657 Movie Vector: [1.9310017649668156, -0.6558485893744611] User Vector: [1.8051905288081136, -0.40543271568189554] Predicted: 3.751728571896075 Movie Vector: [2.089862628771719, -0.46438593419191726] User Vector: [2.0025681384135305, -0.5772926710233418] Predicted: 4.45317891037471 Movie Vector: [2.3076753937627354, 0.04027682217630947] User Vector: [2.183654300116609, -0.8175045608571728] Predicted: 5.006238811037321 Movie Vector: [1.4753502747154115, -1.1631556823780835] User Vector: [1.7041174233179712, -0.16681761543788343] Predicted: 2.708204965956824 Movie Vector: [1.9136470805009853, 0.01749781336996642] User Vector: [1.9705588375624616, -0.050229406830747454] Predicted: 3.7700752616704114 Movie Vector: [2.201598884225943, 0.4400866612612049] User Vector: [1.7188416801733277, -0.32680845189857066] Predicted: 3.6403758847626584 Movie Vector: [2.0338042687117412, -0.180341730966493] User Vector: [1.7930894338214534, -0.030892734068001252] Predicted: 3.652364193824102 Movie Vector: [2.0887543831123105, 0.233634473251333] User Vector: [1.8209179618500113, -0.003791161193944181] Predicted: 3.8025646281535885 Movie Vector: [1.5822725392227208, -0.40971756496601275] User Vector: [1.7744829843403884, -0.44195316089690606] Predicted: 2.9887916703514907 Movie Vector: [1.9458486814375893, -0.18074252279249253] User Vector: [1.9355326947525673, -0.42204524550400213] Predicted: 3.842535264368597 Movie Vector: [1.7073462934137296, -0.6948763872923619] User Vector: [1.924134421266017, -1.253456238700848] Predicted: 4.156160914955823 Movie Vector: [2.125365969809042, -0.05505475265617652] User Vector: [1.8133445116987288, 0.18893624571146525] Predicted: 3.8436188784290413 Movie Vector: [1.9209886239184246, -0.1701664149787687] User Vector: [2.211746850818988, -1.251195905883926] Predicted: 4.4616520611510575 Movie Vector: [1.994953694285479, -0.04784085545836447] User Vector: [2.2180233086479575, -0.5416335823613895] Predicted: 4.450766007523692 Movie Vector: [1.8006441533720619, -0.7065827641743304] User Vector: [2.013755678748564, -1.036176865082332] Predicted: 4.358202102761757 Movie Vector: [1.5922529308776927, -2.4264803771488443] User Vector: [1.9134728385165896, -0.1708271799883591] Predicted: 3.461241535408325 Movie Vector: [1.8949083757884333, -0.46927649497618223] User Vector: [1.9690113363859993, -0.6826000077259315] Predicted: 4.0514242124365465 Movie Vector: [2.015935643381848, -0.8717450293671402] User Vector: [1.485712553825131, -0.18899104527974342] Predicted: 3.1598528973934705 Movie Vector: [1.826338546318133, -0.7397215857901829] User Vector: [1.8374719094850864, -0.10544030234958895] Predicted: 3.433842243729631 Movie Vector: [2.0657479181937486, -0.45743423781091924] User Vector: [2.1915485741308425, 0.6878703256718711] Predicted: 4.212531466494805 Movie Vector: [1.484160479055173, -0.13483863586276135] User Vector: [2.1511490418387402, 0.14995574802160214] Predicted: 3.172430563951448 Movie Vector: [1.6414561390751556, -1.0977078332330716] User Vector: [1.4348189269830214, -0.5421391006425972] Predicted: 2.9503026736348192 Movie Vector: [1.7431373562571402, -0.48054921069777334] User Vector: [1.972807185406357, -0.028997606854446585] Predicted: 3.4528086786603556 Movie Vector: [2.0221897312347643, 0.20346363549940116] User Vector: [1.9605837714510281, -0.24669597906778645] Predicted: 3.9144787090895794 Movie Vector: [1.5196970444148714, -0.7374315460571167] User Vector: [1.9026136741741229, -0.5415251322995256] Predicted: 3.2907340928461575 Movie Vector: [2.100953926356005, -0.42362205203921516] User Vector: [2.022406549593155, -0.7653571760407207] Predicted: 4.573205158513149 Movie Vector: [1.8949226230230372, -0.2631666243972672] User Vector: [2.0617025591689884, -0.0590783710129704] Predicted: 3.9223142767881805 Movie Vector: [1.6466581522319783, 0.11008110986252576] User Vector: [1.7360076354951812, -0.24607806826675593] Predicted: 2.83152257845747 Movie Vector: [2.079995693281361, 0.01005816032128788] User Vector: [2.0023155510154615, -0.13755351729699397] Predicted: 4.1634241873727245 Movie Vector: [1.341132414826824, -0.6419372562284995] User Vector: [2.136815188494984, -0.4942604539688021] Predicted: 3.1830363134678983 Movie Vector: [2.008025843286302, -0.7603741637315891] User Vector: [2.23064598729686, -0.003339286635455847] Predicted: 4.481733896997878 Movie Vector: [1.8130881895908775, -0.7430900379597616] User Vector: [1.6380283944706469, 0.1177385346874406] Predicted: 2.8823996040190196 Movie Vector: [1.5436993265862236, 0.0525790023679669] User Vector: [1.8879240862730655, 0.0698846493265318] Predicted: 2.918061605768067 Movie Vector: [1.473607125061671, -0.7854801860475902] User Vector: [1.9110263955975515, 0.4149003181063735] Predicted: 2.4902061336760766 Movie Vector: [1.60160900409019, 0.38048918086346223] User Vector: [1.6734672441273397, -0.502426210911336] Predicted: 2.489072468810356 Movie Vector: [2.1403042113016406, -0.3651495737859589] User Vector: [1.5848963544361305, -0.286687139427497] Predicted: 3.496844028648134 Movie Vector: [2.1015719537496937, -0.3132552454347539] User Vector: [1.7685862027297534, -0.4222633302679174] Predicted: 3.8490873646066928 Movie Vector: [1.2983501964211386, -1.8215894702557114] User Vector: [1.5847143233717806, -0.5140463164473078] Predicted: 2.993895510285294 Movie Vector: [1.227345977095996, -1.4119339469167846] User Vector: [2.2821906072738365, -0.41409025167655916] Predicted: 3.3857055442332604 Movie Vector: [2.2768321660062836, -0.3014078478397697] User Vector: [1.4964234461421488, 0.30103743840975455] Predicted: 3.3163699897121344 Movie Vector: [1.8265810925929447, -0.8658750896319375] User Vector: [2.033014045633894, -0.2711562293063389] Predicted: 3.9482524410856454 Movie Vector: [2.0543649113228115, -0.5940694724768509] User Vector: [2.0609976472527043, -0.8142261830092877] Predicted: 4.717748167851992 Movie Vector: [1.9991130883803374, -0.5420516317288717] User Vector: [1.699624296262942, -0.24851033895861804] Predicted: 3.5324466107224817 Movie Vector: [1.4961401875099476, 0.22370503827951077] User Vector: [1.850265882525961, 0.06860199618942699] Predicted: 2.7836037566092564 Movie Vector: [1.4693713036833425, -0.2982802614206817] User Vector: [2.4295065937025297, -0.3140957254530823] Predicted: 3.663535825995227 Movie Vector: [1.9842162542778097, -0.2389996814967077] User Vector: [1.9164822021356087, -0.14675994301333234] Predicted: 3.837790716148267 Movie Vector: [2.1584794008015167, 0.08197692234062386] User Vector: [1.8892470511030974, -0.021070988048632312] Predicted: 4.076173508080143 Movie Vector: [2.120394235727681, 0.1988365343245152] User Vector: [2.3073906980936574, -0.5456884620476942] Predicted: 4.784075133195023 Movie Vector: [1.5828010304659381, -0.4098491911227623] User Vector: [1.9246832942002507, -0.06399157660053859] Predicted: 3.0726175972891343 Movie Vector: [0.9998161985143988, -0.9651549369724415] User Vector: [1.8271863847904346, -0.4538649506953802] Predicted: 2.2649005431008398 Movie Vector: [1.3719427485759872, -0.19438821174338686] User Vector: [1.7719589013357337, -0.176405266340109] Predicted: 2.4653172697282026 Movie Vector: [1.1180830180767705, 0.08529535696285315] User Vector: [2.2630135487430167, -0.31801591166466736] Predicted: 2.50311173782191 Movie Vector: [1.7381996354150107, -0.9439701757612354] User Vector: [1.8275228800317593, -0.023415211290501347] Predicted: 3.1987028649011755 Movie Vector: [1.305754883062526, 0.2392339042569549] User Vector: [1.7695370479282644, -0.17997493919594146] Predicted: 2.267525533720125 Movie Vector: [1.9753363037462381, -0.5154869416288473] User Vector: [1.9076832753771678, -0.2389827245365132] Predicted: 3.891508503675508 Movie Vector: [1.5806216356715113, -0.16887895665513117] User Vector: [2.344009545677398, 0.45520958844362147] Predicted: 3.6281168817624745 Movie Vector: [2.125607902305258, -0.2563544130340945] User Vector: [2.0610334379621995, -0.547509760622781] Predicted: 4.521305505962716 Movie Vector: [1.6622213135150683, 0.1583045891112127] User Vector: [1.9396806318123803, -0.12771356837851888] Predicted: 3.203960843644824 Movie Vector: [1.7112006363214416, -0.47109794001504474] User Vector: [0.9164081480164783, -0.24825217569212005] Predicted: 1.6851092945887622 Movie Vector: [1.6399580986072577, -0.53803992326071] User Vector: [2.0446484989850346, -0.8071171528893929] Predicted: 3.787399115718693 Movie Vector: [2.08615328401562, 0.3843139792041563] User Vector: [1.830447987749188, -0.3478143500008497] Predicted: 3.6849251639896177 Movie Vector: [1.9533366868997477, 0.11229263122924857] User Vector: [2.0911596782869553, -0.026675019070239753] Predicted: 4.081743509683895 Movie Vector: [1.390717340480509, -1.3526757914995284] User Vector: [2.0880709452294552, -0.5507705615907702] Predicted: 3.6489304770185655 Movie Vector: [2.4679466773002385, -0.2956270808258962] User Vector: [1.9697491568639596, -0.10068325517243686] Predicted: 4.891000583612032 Movie Vector: [1.8014224754284518, -0.13245706492725556] User Vector: [1.7155566877509463, -0.17583625030410668] Predicted: 3.1137331288092414 Movie Vector: [1.3841177383347723, -0.7146863512393014] User Vector: [1.4855253226034366, -0.44195046410680106] Predicted: 2.371997914381907 Movie Vector: [1.8713805661793539, -0.635082391158971] User Vector: [1.8921012984371897, -1.5258830155921723] Predicted: 4.509903033309217 Movie Vector: [2.2314876314651486, -0.1831586673419384] User Vector: [1.9489198776007248, -0.33645863988688424] Predicted: 4.4106159176799515 Movie Vector: [1.8018452173230273, -0.8350916078926224] User Vector: [1.372851392537422, -0.8199078561173099] Predicted: 3.158363885627609 Movie Vector: [1.7503184623112682, -0.43246271078291587] User Vector: [1.5184942863677011, -1.3858662020272259] Predicted: 3.257184038854679 Movie Vector: [1.1964081315902686, 0.13307981981167774] User Vector: [1.5849249272068129, -0.514341794300161] Predicted: 1.827768557563265 Movie Vector: [1.9549998870405982, 0.033899610440021516] User Vector: [1.8249348987085128, -0.941129825011197] Predicted: 3.5358435863902224 Movie Vector: [1.5169857805344475, -0.8055523671558872] User Vector: [2.248225809699592, -1.2120118540064249] Predicted: 4.386865602760697 Movie Vector: [1.5474083834807946, -0.9217174492615783] User Vector: [1.8447858569246258, -0.3036436067959679] Predicted: 3.1345107114725326 Movie Vector: [1.8737295525417184, 0.3590834582050831] User Vector: [1.8395935054457964, -0.6244499826316977] Predicted: 3.2226710565781094 Movie Vector: [1.8935438507411282, -0.25562889054996885] User Vector: [2.193551542552687, -0.3564238833405366] Predicted: 4.24469827654821 Movie Vector: [1.763001080929699, -0.30556960295516217] User Vector: [2.0112123865167972, -0.32866412368161546] Predicted: 3.646199377187311 Movie Vector: [1.8960211764251633, -0.6549537842492683] User Vector: [2.072744691889722, -0.24225154639303334] Predicted: 4.088631396196118 Movie Vector: [2.0788756398599366, -0.5159487576075802] User Vector: [2.150817272318261, 0.18871296782067098] Predicted: 4.373915411920914 Movie Vector: [2.084405039673552, -0.3195686031672328] User Vector: [1.8365646067102075, -0.22785705607388546] Predicted: 3.9009604830441607 Movie Vector: [1.9808358521944094, -0.5161758909365382] User Vector: [1.8584867225134554, -0.5700318097480175] Predicted: 3.9755938080407853 Movie Vector: [1.6844810114838313, 0.3390447998130657] User Vector: [2.4420460746249875, -0.6498017005954232] Predicted: 3.893268354377854 Movie Vector: [1.6097219490479722, -0.5689895400102851] User Vector: [1.9124062085437956, -0.5840824130373907] Predicted: 3.4107790329108036 Movie Vector: [1.9750664673750224, -0.5385356582575701] User Vector: [1.8590638377474813, -0.053722442268123456] Predicted: 3.700706097454638 Movie Vector: [1.5212820571854704, -0.1340839880145568] User Vector: [1.993114095601324, -0.4710967785847063] Predicted: 3.0952552463751886 Movie Vector: [1.4064034844214046, 0.9079415311519582] User Vector: [1.3431724136612335, -0.8302228521194357] Predicted: 1.1352485552012008 Movie Vector: [2.207173608770628, -0.29144205209267215] User Vector: [1.5826051962853713, -0.6107503183817908] Predicted: 3.6710827484497734 Movie Vector: [1.7792120664224098, -0.6774490786260091] User Vector: [1.9450040890040619, -0.35110140156628583] Predicted: 3.6984280653923345 Movie Vector: [2.196035203874558, -0.015907703984772724] User Vector: [2.1304893685226496, -0.35284777881842183] Predicted: 4.684242652773342 Movie Vector: [0.5898695650582629, 1.0097368065189563] User Vector: [1.767801434744586, -0.1543641530904876] Predicted: 0.8869050964395699 Movie Vector: [2.315105432738012, -0.33108172113854895] User Vector: [2.205432545474815, 0.3088231151495357] Predicted: 5.003563179074891 Movie Vector: [2.0219034594965346, 0.12833089762590877] User Vector: [2.0478726248139028, -0.3191912480092803] Predicted: 4.099638645348114 Movie Vector: [2.014950748625497, -0.22992250939640532] User Vector: [1.9622074211081688, -0.33365559384772264] Predicted: 4.030466243532026 Movie Vector: [1.2486593510451665, -1.1156346585502048] User Vector: [1.7686268926810729, -0.17892350897298132] Predicted: 2.408025775895854 Movie Vector: [1.4517838839642816, 0.4503040127486099] User Vector: [2.0733492610629822, 0.13378837845363414] Predicted: 3.070300486717291 Movie Vector: [0.9241445278545448, -0.3437378893380169] User Vector: [2.0131638617085024, -0.8675860715657289] Predicted: 2.1586765715315015 Movie Vector: [2.2341895632571633, 0.030537054776227944] User Vector: [2.0229350753076702, -0.04251867336054548] Predicted: 4.518322037341817 Movie Vector: [2.0096249022390085, -0.8709422673779489] User Vector: [1.9978579983099134, -0.2769967088749631] Predicted: 4.25619332622477 Movie Vector: [1.4763652282270499, -0.7722004487085985] User Vector: [1.7029171028446541, 0.14962118526337337] Predicted: 2.398590050796305 Movie Vector: [1.6070375566512058, -0.6968665093678266] User Vector: [1.896935646907508, -0.0031637494589683932] Predicted: 3.0506515381728017 Movie Vector: [1.8091066351819642, -0.34018278906033217] User Vector: [1.4072089506326437, -1.9090839815165723] Predicted: 3.1952285630596764 Movie Vector: [2.1799060093136378, -0.2112104773040236] User Vector: [1.8873145633860886, 0.05125572182447438] Predicted: 4.10334261271937 Movie Vector: [2.1760495364099035, -0.37156477156397577] User Vector: [2.151003641562085, 0.052764608329224985] Predicted: 4.661085007396679 Movie Vector: [2.146131033251578, -0.47884345071530743] User Vector: [1.8234052894553692, -0.2653828419998253] Predicted: 4.040343513719075 Movie Vector: [1.7194209703870231, -0.1319268577388909] User Vector: [2.152533315995222, -0.47994840147654927] Predicted: 3.764429007462506 Movie Vector: [0.815160304172504, 0.9655699729324351] User Vector: [1.1203205200247683, -0.39908892114417277] Predicted: 0.5278925370872745 Movie Vector: [2.0337843677099774, 0.13802930929878832] User Vector: [1.703749510360607, -0.9252988874698295] Predicted: 3.3373407543325326 Movie Vector: [2.0879737746538263, 0.026730116182466575] User Vector: [2.052040247353437, -0.12729799528838479] Predicted: 4.281203530804274 Movie Vector: [1.658692167125118, -0.6287130500895024] User Vector: [1.9421467757268436, 0.905702462408408] Predicted: 2.6519966866910556 Movie Vector: [1.7061448709692686, -0.5111974468086168] User Vector: [1.6201236857737715, 0.09317986396445675] Predicted: 2.7165324082661426 Movie Vector: [2.0236554873351627, -0.4106503853496117] User Vector: [1.9113187619582737, -0.0936840735303244] Predicted: 3.906322101579859 Movie Vector: [1.952627681084139, -0.18806478285803607] User Vector: [1.95451496829148, -0.019886616446836872] Predicted: 3.8201800023830876 Movie Vector: [2.0760720875152074, 0.04820282950765199] User Vector: [2.0919203287139423, -0.1267874528567351] Predicted: 4.336865889774891 Movie Vector: [2.222383668196421, -0.3659118639928778] User Vector: [1.6434279409573427, -0.5633000502803434] Predicted: 3.858445587226633 Movie Vector: [2.409803789457964, 0.30893807593295786] User Vector: [2.0556389257189496, -0.7567887122734246] Predicted: 4.719885624297291 Movie Vector: [2.2722344925726286, -0.38299869279613896] User Vector: [2.1462848093774465, -0.25294177072780855] Predicted: 4.973738742294395 Movie Vector: [1.5848083340134593, -0.34366090727496335] User Vector: [1.7270986169232219, -0.7782193568524585] Predicted: 3.0045638519978954 Movie Vector: [1.261202822585846, -0.818816123308416] User Vector: [1.6361563579906453, -0.11261679949841606] Predicted: 2.155737468074274 Movie Vector: [2.054834842230411, 0.40110514068542225] User Vector: [1.383977332734925, -0.36058300899372653] Predicted: 2.6992131456096327 Movie Vector: [1.920974778969586, -0.3091141761764606] User Vector: [1.0001004652224814, -0.18629938237987165] Predicted: 1.9787555502346736 Movie Vector: [1.6316437940713573, -0.7770181499976238] User Vector: [2.3941270494083233, -0.6061539051224042] Predicted: 4.3773551283575065 Movie Vector: [1.7983571612380636, -0.2886881014665122] User Vector: [1.6175529357307687, -0.543026447730351] Predicted: 3.0657031798944607 Movie Vector: [1.8330828835478443, -0.3849548895112645] User Vector: [1.726570616315033, 0.2752184942778005] Predicted: 3.0590003389475724 Movie Vector: [1.312251477533962, -0.3661719717865035] User Vector: [2.1659290273107263, -0.5081958846548686] Predicted: 3.0283306554600578 Movie Vector: [2.14108103149739, 0.13138479906457834] User Vector: [1.7763736298874395, -0.008773600306244718] Predicted: 3.8022071660908527 Movie Vector: [2.0433075233721376, -0.36137591372217365] User Vector: [1.5997270107036339, 0.2118810499247242] Predicted: 3.1921655282953947 Movie Vector: [2.0237623974527055, 0.20990415251848757] User Vector: [1.6436940840233272, 0.11541646481299095] Predicted: 3.350672675395128 Movie Vector: [1.7847473430502554, -0.05630459757313458] User Vector: [1.9149817234630475, 0.5241441831571474] Predicted: 3.3882468156375105 Movie Vector: [1.5355482506598894, -0.8133728039024356] User Vector: [1.426289936553902, -0.45585138042898155] Predicted: 2.5609141324714653 Movie Vector: [1.685733738275771, -1.1890661281092607] User Vector: [2.101044442354558, -0.5633891829176254] Predicted: 4.211708496444382 Movie Vector: [1.7246650139465218, -0.8178927227152032] User Vector: [1.984634236869614, -0.43630983829175357] Predicted: 3.7796838753973496 Movie Vector: [1.7962378531590188, -0.13192566625905103] User Vector: [1.7649055510180376, -0.28202627071683467] Predicted: 3.207396661655949 Movie Vector: [2.161513643542477, 0.15678419960631843] User Vector: [1.7853918472075663, -0.6146296907264568] Predicted: 3.7627846126938334 Movie Vector: [2.046491708540591, -0.5064840971510178] User Vector: [1.7790238381063603, -0.5178828406353728] Predicted: 3.9030569569499365 Movie Vector: [2.098013808007472, -0.1814479826596193] User Vector: [1.914041943413613, -0.5397580291059387] Predicted: 4.113624431892821 Movie Vector: [1.926496424763499, 0.05537860643657932] User Vector: [1.8394855497930573, 0.195619608303711] Predicted: 3.554595476379973 Movie Vector: [1.6698861606225193, -0.5908794150188061] User Vector: [1.9118906925972212, -0.7408398757749123] Predicted: 3.6303868406115885 Movie Vector: [1.7818994245267024, -0.5925332002711249] User Vector: [1.7984575566243268, -0.06698392786542538] Predicted: 3.244360686329418 Movie Vector: [1.6019666379089101, 0.11270430213084312] User Vector: [2.3066172434008902, -0.7808324283106153] Predicted: 3.607120696439763 Movie Vector: [1.9463626803172396, -0.23214164815591132] User Vector: [1.7990165142812948, -0.6136414330171248] Predicted: 3.6439903383088694 Movie Vector: [1.766162653393144, 0.26126930417891425] User Vector: [1.867539077447817, -0.42112084863454824] Predicted: 3.1883518212426387 Movie Vector: [1.6940463323368593, -0.7697280323271736] User Vector: [1.8743707952862763, -0.21718216269849208] Predicted: 3.342442169944509 Movie Vector: [2.1928945975669913, -0.3219757234244049] User Vector: [2.2181506879484547, -0.24263331551765593] Predicted: 4.942292697482331 Movie Vector: [1.9380158134623473, -0.4463607489574458] User Vector: [2.155002978787428, -0.662762497995567] Predicted: 4.472261015934708 Movie Vector: [2.118659883280746, 0.009228746963891771] User Vector: [1.610095246571412, -0.517481295752991] Predicted: 3.4064685032348203 Movie Vector: [1.953947261521127, -0.18250842797655736] User Vector: [1.8285069728711452, -0.6265746171345846] Predicted: 3.687161340697106 Movie Vector: [1.1760212796884812, -1.018487683430452] User Vector: [1.8489734125539286, -0.009121521940541338] Predicted: 2.183722236492231 Movie Vector: [1.902199919733158, 0.36849043285352157] User Vector: [1.541369443215614, -0.582754025306275] Predicted: 2.7172535481316418 Movie Vector: [1.570125994801054, -0.3737052997952305] User Vector: [1.9487700455829557, -1.0106761417840697] Predicted: 3.4375095370207362 Movie Vector:
avg loss: 0.9299108926914605: 82%|████████████████████████████████████▉ | 57448/70000 [01:21<00:16, 757.31it/s]
[1.6515088114072543, -0.5425995228366782] User Vector: [1.47352148791108, -0.3544732728664319] Predicted: 2.625870749798758 Movie Vector: [1.7164594334356447, -1.5704890004024812] User Vector: [2.0240341143443525, 0.09623643177497983] Predicted: 3.3230341916213346 Movie Vector: [1.6548899109777162, -0.6969463185381364] User Vector: [1.602101828233766, -0.5434025549321387] Predicted: 3.030024562047185 Movie Vector: [1.4636727611959814, -0.44652235061301904] User Vector: [1.9876697930187004, -0.29632340318799477] Predicted: 3.041613156826679 Movie Vector: [1.6051146348645977, -0.7055287824710308] User Vector: [2.0542155472513115, -0.23068122150610937] Predicted: 3.460003679407604 Movie Vector: [1.627003163487851, -0.5367043952169122] User Vector: [1.9748746570691438, -0.14084280806089103] Predicted: 3.288718268664454 Movie Vector: [1.8159596775127274, -0.18938686290547443] User Vector: [1.4128600841147465, -0.7852341053516431] Predicted: 2.714409966578555 Movie Vector: [1.9691472093675984, -0.1877169952085509] User Vector: [2.0714318169374573, -0.5506406574917756] Predicted: 4.182318791381665 Movie Vector: [1.4731694170839469, -0.08443373519629277] User Vector: [1.5819089840802776, 0.4961201800415567] Predicted: 2.288530656050235 Movie Vector: [2.4251043482379186, 0.30330513620250604] User Vector: [2.0383825472030224, -0.02802740016033217] Predicted: 4.934789524171302 Movie Vector: [1.0198445226937478, -0.5554222268413237] User Vector: [2.218356462975072, -0.3214226730678139] Predicted: 2.440903984980019 Movie Vector: [1.3722073548381157, -1.1434423909820484] User Vector: [2.04433296006362, -1.2934706849303566] Predicted: 4.28425793617923 Movie Vector: [2.2137711038452315, -0.2606387259720523] User Vector: [2.0231338590063364, 0.0637753135600109] Predicted: 4.462132959804371 Movie Vector: [1.9462166939073395, -0.6608203735014977] User Vector: [1.597195905695197, 0.02361705921134723] Predicted: 3.092882701215396 Movie Vector: [2.3852130326887244, -0.19892769496306628] User Vector: [2.2246150378491003, -0.3291826817584665] Predicted: 5.371664333096967 Movie Vector: [1.6485075229563522, -0.6541267785862349] User Vector: [2.215435978999546, -0.21772662885422187] Predicted: 3.794583696353776 Movie Vector: [1.065684873361093, -0.5102493359817608] User Vector: [2.3777663950001684, -0.5983626669445822] Predicted: 2.8392638330227657 Movie Vector: [2.184305632026214, -0.13462801680520328] User Vector: [2.0236354333390656, -0.21584713726827695] Predicted: 4.449297346233838 Movie Vector: [1.3435554814510933, 0.46226683811350694] User Vector: [2.0670334020224312, 0.029631652224255154] Predicted: 2.790871787811524 Movie Vector: [1.993079694818048, -0.04901882524870864] User Vector: [1.8747712501253966, -0.058005336947463626] Predicted: 3.739411864528896 Movie Vector: [2.1627161324232076, 0.26538041528439793] User Vector: [2.194128198391486, -0.541060555268472] Predicted: 4.601689576414781 Movie Vector: [2.0713006066086184, 0.010655488626724767] User Vector: [1.760253593725124, -0.38471377046445565] Predicted: 3.641915023262121 Movie Vector: [2.028464844487494, -0.1735623791867537] User Vector: [2.2338013499929157, -0.17402637570569732] Predicted: 4.561391939838063 Movie Vector: [1.9515476860569072, 0.09789493328062704] User Vector: [1.8189032167798351, -0.024250463033010046] Predicted: 3.5473023664075116 Movie Vector: [1.742021934709388, -0.6464755235109231] User Vector: [1.7978315617191856, -0.7747927825758818] Predicted: 3.632746585155884 Movie Vector: [2.1073503863259613, -0.6714643161508307] User Vector: [1.840054026105179, 0.10435484721564478] Predicted: 3.807568006650712 Movie Vector: [2.077577104593, 0.8322712928349991] User Vector: [1.8376449959655734, -0.7431256991342203] Predicted: 3.1993669836306204 Movie Vector: [1.3853892254916824, -1.1053625054871976] User Vector: [1.8009503859335507, -0.07813046551770034] Predicted: 2.5813797474369546 Movie Vector: [1.8981694999822434, -0.17100216102970694] User Vector: [1.8261687531388267, -0.3095478063990525] Predicted: 3.519311172864967 Movie Vector: [1.9669706988428548, 0.29426658864981603] User Vector: [1.8076775788455979, -0.5036832365343696] Predicted: 3.4074316827694178 Movie Vector: [2.174723396203244, -0.21135122680125293] User Vector: [2.023443017351691, 0.0464528436339917] Predicted: 4.390611005228359 Movie Vector: [2.273732203278757, -0.3831751994724155] User Vector: [1.9473102775357658, -1.2280533245231395] Predicted: 4.898221665395681 Movie Vector: [1.70378179643675, 0.014989659309592] User Vector: [1.6793984165967117, -0.352449463306898] Predicted: 2.85604535378336 Movie Vector: [2.1044542346892032, 0.08257947118610875] User Vector: [1.8971037434513245, -0.6158017274210885] Predicted: 3.941515425544954 Movie Vector: [1.5251884758958663, -0.2549782518360506] User Vector: [1.9145965695050515, -0.7713833715280277] Predicted: 3.116806607366479 Movie Vector: [1.3343612493807626, -1.0005839651523107] User Vector: [2.242431064648152, 0.3663006137763623] Predicted: 2.6256985965040642 Movie Vector: [1.7078610362690387, 0.3314623666523834] User Vector: [1.9426200217871132, -0.37420335285806977] Predicted: 3.193690714538729 Movie Vector: [1.6911668093808205, -0.33397230954346707] User Vector: [2.0355256653666354, -0.2723468410837342] Predicted: 3.533369748424467 Movie Vector: [1.5787647634476842, -0.6058390196560364] User Vector: [1.1638933149656518, -0.05250922064366166] Predicted: 1.8693258888377469 Movie Vector: [1.659497042433194, 0.05185365273421172] User Vector: [1.4106935839358161, -1.0161060474360264] Predicted: 2.288353020196089 Movie Vector: [1.8287539639706654, -0.4847601057106029] User Vector: [1.9609547891957981, 0.5882646661949893] Predicted: 3.300936602138581 Movie Vector: [2.0314249248634666, -0.5316924831713303] User Vector: [1.6329749064132588, 0.0893293637571983] Predicted: 3.2697701753283006 Movie Vector: [1.255684106951955, -0.9975697364468072] User Vector: [1.9472386117262848, -0.7237324066122529] Predicted: 3.1670901233100834 Movie Vector: [1.4560990705738155, -1.1202024978358092] User Vector: [2.2382060727260904, -0.7856454082231819] Predicted: 4.139131730953972 Movie Vector: [2.1863058604251187, -0.16321509786257754] User Vector: [2.05153084936789, -0.04212782437744823] Predicted: 4.492149815794442 Movie Vector: [1.8963591105835693, -0.3892775227424071] User Vector: [2.1104289646142145, -0.5192157773989923] Predicted: 4.204250225880267 Movie Vector: [1.4848616789347757, 0.22029201259887854] User Vector: [1.7236967823732028, 0.2758220111386474] Predicted: 2.6202126842019475 Movie Vector: [2.1986325167550773, -0.6450378802673711] User Vector: [1.9537497361756027, -0.0492315072398285] Predicted: 4.32733388662968 Movie Vector: [2.0128266478386996, -0.19319363256080302] User Vector: [2.178234837499322, -0.7769725670516971] Predicted: 4.534515278798044 Movie Vector: [1.8965822564228219, -0.21100232344340883] User Vector: [2.077259529764278, -0.5055074045295708] Predicted: 4.046356803009731 Movie Vector: [2.0404370089633193, -0.3141136216204929] User Vector: [1.6054537090588805, -0.05145462899483676] Predicted: 3.291989764003876 Movie Vector: [1.3812555609716615, -0.5584103600685646] User Vector: [1.926275439316525, -0.07762661212608224] Predicted: 2.7040261669473087 Movie Vector: [1.961966717079243, -0.18815980480968691] User Vector: [1.8588688259486021, 0.06988832069547571] Predicted: 3.633888595146788 Movie Vector: [2.017211636258381, -0.49081563468781403] User Vector: [1.9097997423163662, -0.669062275797031] Predicted: 4.1808564886648245 Movie Vector: [2.107402438316758, 0.08162248141003334] User Vector: [1.5677734279981188, 0.022133955342792958] Predicted: 3.3057361732499553 Movie Vector: [1.9402060023321133, -0.40590736722178045] User Vector: [1.6906295505031894, 0.4008141604957843] Predicted: 3.117476180974279 Movie Vector: [1.9630792961321484, 0.3744395927718195] User Vector: [1.9436744385834992, -0.4228015012879029] Predicted: 3.657273426838988 Movie Vector: [2.1653013367380045, 0.5931309289419192] User Vector: [1.8274649027495364, -0.12332506164637004] Predicted: 3.883864288389228 Movie Vector: [2.210229186161767, -0.07798105144900688] User Vector: [1.7909388812757399, -0.4733335410838484] Predicted: 3.995296433247344 Movie Vector: [2.196295912777295, -0.32234777767260386] User Vector: [2.0458398666352626, -0.17251599650557886] Predicted: 4.548879885374422 Movie Vector: [1.5828061257815307, -0.6060213463209981] User Vector: [2.171702799798385, -0.17886019683012588] Predicted: 3.5457775921840167 Movie Vector: [1.9825183990951987, 0.11747903803991074] User Vector: [2.1489148066547727, -0.35298124954561166] Predicted: 4.218795244638445 Movie Vector: [1.2119224187551203, -0.9625869335363595] User Vector: [2.0429451716559366, -0.4447633224091683] Predicted: 2.9040144164846415 Movie Vector: [1.5915878072878746, -0.4243784905581843] User Vector: [2.195117391278288, -0.46504632801643814] Predicted: 3.691077734247332 Movie Vector: [1.9209950810847352, -1.1242687787480619] User Vector: [2.2170182226325803, -0.5382517889917043] Predicted: 4.864020781821072 Movie Vector: [1.4686659060946166, -0.5926878543563889] User Vector: [2.223223238452175, 0.1434076782613517] Predicted: 3.180176182825019 Movie Vector: [1.5471083640325674, -0.2603451045304487] User Vector: [1.7749542298742942, -0.44207518638105425] Predicted: 2.861138645422198 Movie Vector: [1.1018605128427945, -0.908683691250489] User Vector: [1.852062093408401, -0.5627525365742397] Predicted: 2.5520781402545363 Movie Vector: [2.2066139495389314, 0.4251478901759201] User Vector: [1.5089772795556502, -0.2568197432602769] Predicted: 3.2205439426021774 Movie Vector: [2.20756140635859, -0.09705667778456749] User Vector: [1.618412948485692, 0.09314071975444978] Predicted: 3.5637060358021957 Movie Vector: [1.088874476038722, -1.3794663465851218] User Vector: [1.5556609619759414, -0.579985500358137] Predicted: 2.4939899941168306 Movie Vector: [0.6696648119839416, -0.2882122968476858] User Vector: [1.865176659866753, -0.5735678734699956] Predicted: 1.4143524914573353 Movie Vector: [1.7785809462530213, -0.3591465252226137] User Vector: [1.8148313895424346, -0.7811015278176366] Predicted: 3.508354429663848 Movie Vector: [2.269641263190959, 0.16589319788385098] User Vector: [2.076128631996298, -0.054667671407776806] Predicted: 4.702998216040296 Movie Vector: [1.876971030270869, -1.4297240452982838] User Vector: [2.096286534059899, -0.6456635130269603] Predicted: 4.857789745323765 Movie Vector: [1.8077057517494863, -0.4492601878250094] User Vector: [1.7999756038491777, -0.3071881197995441] Predicted: 3.391833644485668 Movie Vector: [1.6423840415201607, -0.7320055641448687] User Vector: [2.1363546999202288, -0.5882959818342195] Predicted: 3.939350798242293 Movie Vector: [2.092234867330884, -0.17981832682023244] User Vector: [1.9497347729733203, -0.6235215881428829] Predicted: 4.191423682778393 Movie Vector: [1.7285504197617387, -0.9438465447929024] User Vector: [1.5992352937760963, -0.6351886717208478] Predicted: 3.363879471449774 Movie Vector: [2.092337027781335, 0.09619432966888711] User Vector: [2.097100455850879, -0.4033925186625798] Predicted: 4.34903686182772 Movie Vector: [1.6302299453384645, -0.411426100450282] User Vector: [1.795202573907866, 0.316870682958444] Predicted: 2.7962241244966815 Movie Vector: [2.0173032070422234, -0.45883394805321087] User Vector: [1.7532993153562497, -0.433062074564508] Predicted: 3.7356399131976445 Movie Vector: [1.8711022174423528, -0.32132030570838754] User Vector: [1.6090102712026184, 0.4975655024467541] Predicted: 2.850744786978602 Movie Vector: [1.860216124932729, -0.48697107883999835] User Vector: [1.9774022369523843, -0.5717005854484709] Predicted: 3.9567971775261745 Movie Vector: [2.03174977304635, -0.463190876227819] User Vector: [1.8291885387978484, -0.3144482663301717] Predicted: 3.862102966571304 Movie Vector: [1.9429203159726913, -0.2785264646449551] User Vector: [1.936914615072912, -0.12860275487255185] Predicted: 3.7990900265878396 Movie Vector: [1.1642516565401246, -0.7289145848455644] User Vector: [1.9057650061229259, 0.01156801439551228] Predicted: 2.210357970944225 Movie Vector: [2.136324743081882, 0.0820308089085414] User Vector: [1.9568560907773083, -0.2489857735836453] Predicted: 4.160055580964263 Movie Vector: [1.8449605430611609, -0.49360709333841113] User Vector: [1.99105160841402, -0.12694075128630744] Predicted: 3.7360705119909565 Movie Vector: [1.7959528552661517, -0.4802332210056637] User Vector: [1.7052905780026892, -1.047259114320623] Predicted: 3.5655501003201273 Movie Vector: [1.8575538814987984, 0.08532812901905476] User Vector: [2.0244062617286263, -0.05967141313490199] Predicted: 3.755352059165758 Movie Vector: [1.4881821727819036, -0.02614948452065511] User Vector: [2.1176076707135367, -0.4772686443281421] Predicted: 3.16386631352915 Movie Vector: [1.8940234979233208, -0.21037964180475605] User Vector: [1.6435093701737291, -0.5173357459674027] Predicted: 3.2216822750956187 Movie Vector: [1.8659068561465912, -0.33950474595093594] User Vector: [1.6343701299373823, -1.5259940371316703] Predicted: 3.567664648830388 Movie Vector: [1.6643287165947094, -0.5393663543914745] User Vector: [1.8366332902685123, -0.31614549351963256] Predicted: 3.227279769144689 Movie Vector: [2.064670991588125, 1.2827913717412862] User Vector: [2.302224652972617, -0.43713733843454045] Predicted: 4.192580451101821 Movie Vector: [2.213990490655161, -0.16378359686450342] User Vector: [2.172914474203643, -0.5124399231141437] Predicted: 4.894741236678429 Movie Vector: [1.7468997728097315, -0.3312162549167973] User Vector: [2.118660507995881, -0.25811251772053856] Predicted: 3.7865786215454973 Movie Vector: [1.3767360556996262, -0.9386421108441896] User Vector: [1.9817588551491614, -0.6142804398554872] Predicted: 3.304948358302115 Movie Vector: [1.870075763908506, -0.9023654594144609] User Vector: [2.061446343216067, -0.504193884341183] Predicted: 4.310027991123675 Movie Vector: [1.8138640391134546, -0.45477755590848495] User Vector: [1.8265317060569979, -0.6766224981850343] Predicted: 3.6207929039146185 Movie Vector: [2.4213114634362958, -0.2932433330673948] User Vector: [1.8652099989089532, -0.2250937703363631] Predicted: 4.582261599540391 Movie Vector: [2.3639585443444506, -0.5438389490202727] User Vector: [1.7943585254654892, -0.3111339841821441] Predicted: 4.41099594685356 Movie Vector: [2.150116887366553, 0.3721598730661427] User Vector: [2.2582992999418803, -0.013810697920906858] Predicted: 4.850467673947901 Movie Vector: [1.607191859190102, -0.18494573431646474] User Vector: [2.0507445240848523, -0.6359284951386931] Predicted: 3.4135521668940445 Movie Vector: [1.6307056325422191, -0.15280583152897248] User Vector: [1.559436675994931, -0.3780624380659599] Predicted: 2.600752316356389 Movie Vector: [1.6265166757577911, 0.3544684743784397] User Vector: [1.1925855295305483, -0.4665239179996953] Predicted: 1.7743922295744683 Movie Vector: [1.7919741767502106, -0.3457896232940271] User Vector: [2.221513275436231, -0.2431270335194951] Predicted: 4.064965228222804 Movie Vector: [1.41749645672379, -0.2115895640264342] User Vector: [1.7689274385574942, -0.1692716032600986] Predicted: 2.5432644810925975 Movie Vector: [2.0384522982514683, -0.4643430797246597] User Vector: [2.206870157421178, -0.5551146129016098] Predicted: 4.7563631732926765 Movie Vector: [1.9024075808038106, -0.024971159614088] User Vector: [2.222908010968083, -0.6261005050420281] Predicted: 4.244511507141067 Movie Vector: [1.6528510382061785, 0.3599776185334716] User Vector: [1.8380668255862578, -0.7857934290407729] Predicted: 2.755182613717233 Movie Vector: [1.8159420909574164, -0.47574081474895463] User Vector: [1.8865033333588992, -0.13277800252653302] Predicted: 3.4889487228806066 Movie Vector: [1.7968952255959831, -0.8299860058157543] User Vector: [2.005031952020028, -1.0982310193692926] Predicted: 4.5143487189814655 Movie Vector: [2.2548315214196935, 0.41998978883127847] User Vector: [2.1289494904733255, 0.2545987019084476] Predicted: 4.907351273680896 Movie Vector: [1.7378977739808827, -0.7903788983433386] User Vector: [1.6992257831029163, 0.27219152773670224] Predicted: 2.7379462661145557 Movie Vector: [1.4009928096755606, -0.6556046398605869] User Vector: [2.1520126368375925, -1.1609205714478918] Predicted: 3.7760591436912527 Movie Vector: [2.1249713283659792, -0.23734213086363162] User Vector: [1.9164720650504226, -1.5341536180633246] Predicted: 4.436567478629787 Movie Vector: [1.3640497682797974, -0.31093393688128773] User Vector: [2.389951745524587, 0.33181576354545744] Predicted: 3.1568403430042506 Movie Vector: [1.9429107527468314, -0.6585232617592438] User Vector: [1.7269064257847124, -0.7781776807837423] Predicted: 3.867673168222669 Movie Vector: [2.210223148523861, -0.1794875985152756] User Vector: [1.9701287479174852, -0.10561809270883471] Predicted: 4.373381302039628 Movie Vector: [2.0080336588123844, -0.4876003036030038] User Vector: [2.06943787360933, -0.36482532242302435] Predicted: 4.333389843004194 Movie Vector: [1.759566390605994, -0.6540364753221776] User Vector: [1.9930063206156803, -0.8945030251865809] Predicted: 4.091864543778721 Movie Vector: [1.9555497147582206, 0.6267209001240375] User Vector: [1.863529419911519, 0.7590208783642748] Predicted: 4.119918673652919 Movie Vector: [1.8063021663926955, -0.2655944889667278] User Vector: [1.2728403320502288, -0.7702205562991971] Predicted:
avg loss: 0.9300668417326032: 82%|█████████████████████████████████████ | 57599/70000 [01:21<00:18, 678.19it/s]
2.50370058429628 Movie Vector: [1.9544610205126587, 0.22949770349564244] User Vector: [1.757905444099818, -0.3399840841383836] Predicted: 3.3577321017052606 Movie Vector: [2.0658963133563035, 0.39822317257212253] User Vector: [1.8210739238535143, -0.44847735328215577] Predicted: 3.583555831187504 Movie Vector: [2.066187512513906, -0.08046383255237008] User Vector: [1.7192241974588058, -0.2637168321043705] Predicted: 3.573459235020814 Movie Vector: [2.0222340469823594, -0.14379421154254377] User Vector: [1.807486241833107, -0.25266469279327747] Predicted: 3.6914919379719477 Movie Vector: [1.228350560642821, -0.7426762867337234] User Vector: [2.1108800016184253, -0.5232663626564448] Predicted: 2.981518152628062 Movie Vector: [1.8728266140024412, -0.12186316922399709] User Vector: [1.9532906476873928, -0.5428282995810487] Predicted: 3.724325486802435 Movie Vector: [0.7778414896720934, -0.6306806068942088] User Vector: [1.7602548257645694, -0.18167558169569833] Predicted: 1.4837785019969054 Movie Vector: [1.9635018666357211, 0.21728139947909633] User Vector: [2.004536819066054, -0.24715492426003932] Predicted: 3.882209618144856 Movie Vector: [1.974688783398283, -0.31912005678365524] User Vector: [1.9962887588231342, 1.292590707153626] Predicted: 3.5295574006072328 Movie Vector: [2.260072711038229, 0.4206165768689028] User Vector: [1.6621992775905998, -0.5501934710262497] Predicted: 3.525270733191291 Movie Vector: [1.5521055629268519, -0.19551529201208626] User Vector: [2.014306824308393, 0.0417436097770718] Predicted: 3.118255313395375 Movie Vector: [1.29949884894478, -0.48936984397899913] User Vector: [2.007259256715008, -0.48472807032301934] Predicted: 2.845642393781125 Movie Vector: [1.9429371377186755, -0.8616962192053623] User Vector: [1.9390925791664413, -0.6226069386864904] Predicted: 4.3040330306543435 Movie Vector: [1.4448633162868265, -0.6453601786559459] User Vector: [1.9111632460127623, -0.1392384105957141] Predicted: 2.851228591137316 Movie Vector: [1.7654796798294905, -0.5873997377369539] User Vector: [1.9930483523343898, -0.06076099016675139] Predicted: 3.5543773566525996 Movie Vector: [2.011480672683845, -0.297083823633663] User Vector: [1.8533946836533626, -0.4922065868867651] Predicted: 3.8742941998737224 Movie Vector: [1.7020398682726983, -0.5458576941279379] User Vector: [1.9430801524460144, -0.43547543611230166] Predicted: 3.544907504118128 Movie Vector: [1.7947981320902804, -0.6802625891640233] User Vector: [1.8297018237841718, -0.051517361001637764] Predicted: 3.3189907489918826 Movie Vector: [2.127167529390068, 0.024298737747183462] User Vector: [1.8988297683337325, -0.433489099092074] Predicted: 4.028595789103679 Movie Vector: [1.165715483360525, -0.49456625855161856] User Vector: [1.7174593683721184, -0.9990006892451101] Predicted: 2.4961410109244087 Movie Vector: [1.524890697714274, -0.5773139036527302] User Vector: [1.8526747483810468, 0.4460036304698267] Predicted: 2.567642392746566 Movie Vector: [1.3387498782884295, -1.311388868642936] User Vector: [1.978167873452739, -1.1096303831030672] Predicted: 4.103428932528295 Movie Vector: [1.8757459686736615, -0.8401223714606272] User Vector: [1.6630266643513538, -1.243119131984526] Predicted: 4.163787754624774 Movie Vector: [2.094402131332201, -0.011857570537442042] User Vector: [2.0277867260997215, -0.3315368470284029] Predicted: 4.250932062579804 Movie Vector: [1.789266016843315, -0.25528558198702483] User Vector: [1.8002007689113289, 0.43279326139649754] Predicted: 3.110552179692579 Movie Vector: [2.343778411147458, -0.28794018519360703] User Vector: [1.9537366447206541, -0.43286189518292756] Predicted: 4.703764103226169 Movie Vector: [2.2576960076442396, -0.1363171449969232] User Vector: [2.0774184960290554, 0.02402796799224713] Predicted: 4.686904020694318 Movie Vector: [1.9785230427346998, -0.3753847038129931] User Vector: [1.798668403680632, -0.15784026024761333] Predicted: 3.6179577022637854 Movie Vector: [1.4969460225775504, -0.5840411646434517] User Vector: [1.7861307412014278, -0.1718395386429198] Predicted: 2.7741026731257734 Movie Vector: [2.016727941893076, -0.47163623459015785] User Vector: [1.9057308144488914, -0.058276002196922735] Predicted: 3.8708256574688527 Movie Vector: [2.0701501746437034, -0.41196471616541214] User Vector: [2.1321428039213575, -0.23785445041196324] Predicted: 4.511843439055759 Movie Vector: [2.0671501545217406, -0.46846875171521096] User Vector: [1.7425418096877143, 0.6916866619919548] Predicted: 3.27806198403512 Movie Vector: [1.3875192535081526, -0.6526668598312142] User Vector: [1.6789114240493186, -0.5020495489892091] Predicted: 2.6571930284216845 Movie Vector: [1.9377509421650427, 0.2327294818042898] User Vector: [2.125341221449758, -0.18340462221326997] Predicted: 4.075698291598265 Movie Vector: [1.6756977540565066, -0.12217793184338509] User Vector: [2.0744994932258325, 0.03220045300793093] Predicted: 3.4722999568369595 Movie Vector: [1.7106928744071652, 0.9388401069055174] User Vector: [2.111483245281938, -0.5236310914060118] Predicted: 3.120493472299255 Movie Vector: [2.2860259587699563, 0.16546176355929865] User Vector: [1.787626640225371, -0.008083073193832361] Predicted: 4.085223464598289 Movie Vector: [2.1329010817189293, -0.05426965321914994] User Vector: [1.6630134900598237, -0.7060175140071187] Predicted: 3.5853585975135824 Movie Vector: [1.5506091315032933, -0.43855688665375636] User Vector: [2.116947828827992, -0.6468524979172567] Predicted: 3.566240251907553 Movie Vector: [1.6833663201165143, -0.7054783645679645] User Vector: [1.8497367910173732, -0.2962126902568014] Predicted: 3.3227562593656907 Movie Vector: [1.995433947034957, 0.2863357158329753] User Vector: [1.5914734292185315, -0.4605030047134741] Predicted: 3.043821648968924 Movie Vector: [1.8434341954924163, -0.24889455301370156] User Vector: [2.0372017139640692, -0.24989875777345028] Predicted: 3.8176457422518277 Movie Vector: [1.8647004244089709, -0.8465637130120807] User Vector: [1.4460557917538344, -0.34544947988006575] Predicted: 2.9889058429477857 Movie Vector: [1.8824291063360867, -0.5326402916749762] User Vector: [2.448725424699966, -0.14935990598201057] Predicted: 4.689107116767216 Movie Vector: [1.3041104305452504, -0.7951903877097721] User Vector: [2.158431028637913, -0.17013286691755655] Predicted: 2.9501204384655635 Movie Vector: [1.711580591845904, -0.49936954820691243] User Vector: [2.0205165000355785, -0.438565542056603] Predicted: 3.6772831035612352 Movie Vector: [2.0141541736574635, -0.1996810213501019] User Vector: [1.8992572555574199, 0.015642386353746016] Predicted: 3.8222734404467285 Movie Vector: [1.8923219580241486, -1.1064725861773965] User Vector: [2.014203181413817, 0.13460968878545154] Predicted: 3.6625789776364908 Movie Vector: [1.3743945043095458, -0.7286818338149422] User Vector: [1.8214477038759482, -0.22611710714081987] Predicted: 2.6681551423826466 Movie Vector: [2.0735906869114036, -0.19919149898491562] User Vector: [1.6328876974548732, 0.03148919124481203] Predicted: 3.3796683430087535 Movie Vector: [1.4790131609435593, -1.000435787290262] User Vector: [1.7026651367079884, 0.08943652495317145] Predicted: 2.428788645616848 Movie Vector: [1.1922633453567482, -0.7863743240936462] User Vector: [2.0962455468360512, -0.3161210022590523] Predicted: 2.747866167843205 Movie Vector: [1.7180429069901029, -0.4315075857039178] User Vector: [1.7650097082081264, 0.22057911189279994] Predicted: 2.9371808499260665 Movie Vector: [0.9767396989650103, -0.7385588908022547] User Vector: [1.9621095348143898, -0.2664896154084515] Predicted: 2.113288551137369 Movie Vector: [2.1764187534378103, -0.11736398111755138] User Vector: [1.5169930510202547, 0.5133674191158759] Predicted: 3.2413612809918417 Movie Vector: [2.36324299431593, -0.1956767252326426] User Vector: [2.1390015227180235, -0.5894756626922348] Predicted: 5.170327030674434 Movie Vector: [1.7543402615082448, -0.8502825717131377] User Vector: [2.04087160637369, -0.27959832866258966] Predicted: 3.818120813572293 Movie Vector: [1.988044425145325, -0.592202522124214] User Vector: [1.9652032977677292, -0.27812268348592406] Predicted: 4.0716164150246605 Movie Vector: [2.182304585192181, 0.1487746730194886] User Vector: [1.6186984835128833, 0.5078829256378802] Predicted: 3.608053238807752 Movie Vector: [1.5521893624480583, -0.8186914095983001] User Vector: [1.9478102558346904, -0.3045604834680466] Predicted: 3.272711410692232 Movie Vector: [1.283744946744773, -1.42846016937302] User Vector: [2.0110302770865838, -0.39550117636681925] Predicted: 3.146607633340818 Movie Vector: [1.6004460208684594, -0.6081000415878236] User Vector: [1.6994151190062934, 0.5133856364575561] Predicted: 2.4076323381368905 Movie Vector: [1.781908906584539, -0.30865944269125056] User Vector: [2.1998103715565778, -0.5176501690216085] Predicted: 4.079639306552951 Movie Vector: [1.9207669713280118, -0.15227308967317027] User Vector: [2.0169109447549327, 0.41394590997067293] Predicted: 3.810983104126445 Movie Vector: [2.0486307065055454, 0.28112983849761963] User Vector: [1.6395525531929074, 0.5361308139180996] Predicted: 3.509560074530949 Movie Vector: [2.134437575516789, 0.38134346030909333] User Vector: [1.7918984233028865, 0.1375592713607917] Predicted: 3.877152654745292 Movie Vector: [2.204776982749102, -0.2719618581369288] User Vector: [2.009429664571798, 0.042357974761558954] Predicted: 4.418824519378078 Movie Vector: [1.5352307271034857, -0.036753337183832446] User Vector: [1.6323525253268523, -0.5160964936428509] Predicted: 2.5250060227970037 Movie Vector: [2.125064358941401, -0.30699583220112553] User Vector: [1.9103909232223377, -0.7747057373258661] Predicted: 4.297535095126289 Movie Vector: [1.3845915167506007, -0.8493279822563363] User Vector: [1.8148191634347128, -0.9522748354000465] Predicted: 3.3215768826319314 Movie Vector: [1.1519226290585771, -0.6626911244309006] User Vector: [1.7905219644669914, -0.025674143746239338] Predicted: 2.0795567958839407 Movie Vector: [1.7459355289548393, -0.21774734999197873] User Vector: [1.7876835383263232, 0.3805096523001027] Predicted: 3.0383252356569113 Movie Vector: [1.6961828613319867, -0.7109521041428717] User Vector: [1.0251087381568613, -0.6461976312000748] Predicted: 2.1981874382571602 Movie Vector: [2.0990823277296875, 0.37247197646478847] User Vector: [2.0743459565221603, 0.2796239982965982] Predicted: 4.458375042245722 Movie Vector: [1.2515643913090173, -0.43363977050800184] User Vector: [2.2369674697933113, -0.9394185444188273] Predicted: 3.20707807172268 Movie Vector: [2.253501318274198, -0.18341558843198044] User Vector: [2.02896749780322, -0.5851994420440213] Predicted: 4.6796156310476285 Movie Vector: [1.111695964823199, -0.6144726104186183] User Vector: [2.016774388826855, -0.5469591303966773] Predicted: 2.5781313546647318 Movie Vector: [1.83226873865789, -0.4615954138973745] User Vector: [2.0031033084488357, -0.7762009687359932] Predicted: 4.028514379804228 Movie Vector: [1.9823317472800326, -0.0632554886938692] User Vector: [1.8485071739509065, 0.13184108446867057] Predicted: 3.65601478376978 Movie Vector: [1.3753226135433227, -0.950957615039515] User Vector: [2.065509419552464, -0.5833905101656074] Predicted: 3.3955214613810183 Movie Vector: [1.492979568388506, -0.26924480181860855] User Vector: [1.6952956991557164, -0.203214736361951] Predicted: 2.5857563526347866 Movie Vector: [1.641589176030028, -0.8326700044665206] User Vector: [1.791561221966487, -0.20115983365421358] Predicted: 3.1085072697626543 Movie Vector: [1.5579910588100654, -0.8836777829048506] User Vector: [1.8894698442888282, -0.09906795186859801] Predicted: 3.031321271357408 Movie Vector: [2.1757658111920715, 0.08438206652885633] User Vector: [2.239226609121497, -1.25363013787083] Predicted: 4.76624879794171 Movie Vector: [1.9390378675807491, -0.1402635758586141] User Vector: [1.9378099585538795, -0.03205674816394894] Predicted: 3.7619832839389287 Movie Vector: [1.9773812157003297, -0.27900951084425096] User Vector: [1.8916834399695173, -0.10573397629011175] Predicted: 3.7700800852514273 Movie Vector: [1.818010448107256, -0.593878162897436] User Vector: [1.5992004291596702, -0.1972621966407471] Predicted: 3.024512799780008 Movie Vector: [1.8047763993139296, -0.7766793066982185] User Vector: [2.1434364898496323, -0.34061735717262726] Predicted: 4.132974043127123 Movie Vector: [1.8064359390621905, 1.0066954837380457] User Vector: [1.7474001584928982, 0.4403266490722551] Predicted: 3.5998412952150853 Movie Vector: [1.7194004319942575, -0.4802003099015878] User Vector: [1.9622894229416823, 0.009393446860526962] Predicted: 3.369450545410222 Movie Vector: [1.9562447722840977, -0.047879154426002886] User Vector: [1.6994153308019746, -0.3909817192490016] Predicted: 3.3431922309344806 Movie Vector: [1.5076673707041301, -0.5850726409364259] User Vector: [1.901258842231056, -0.4581383335670559] Predicted: 3.134510124428765 Movie Vector: [1.8792810828343802, -0.2533113744005229] User Vector: [1.9914181441472854, 0.5217327931509846] Predicted: 3.610273595406243 Movie Vector: [1.7255370324341823, -0.5511237855950056] User Vector: [1.913377856780748, -0.24046879166646007] Predicted: 3.434132419695404 Movie Vector: [1.8391198203825618, -0.1979130104286182] User Vector: [2.043768419670373, -0.6565578163313585] Predicted: 3.8886763428383078 Movie Vector: [2.1257335984979933, -0.5348517542219623] User Vector: [1.8238215719659452, 0.8186011667076861] Predicted: 3.439128523171685 Movie Vector: [1.9951424821075652, -0.17096636949459854] User Vector: [1.9504638928508216, -1.011813159799872] Predicted: 4.064439394981415 Movie Vector: [0.9086645854008516, -2.0145147328473607] User Vector: [1.103273347720875, -0.202901474675091] Predicted: 1.411253429140025 Movie Vector: [2.2041426911854978, -0.27744849887288126] User Vector: [1.9371385052978645, -0.08201830382853675] Predicted: 4.292485533543615 Movie Vector: [1.381645210851343, -0.6353960077524577] User Vector: [1.8849226869844353, -0.16319674198873846] Predicted: 2.7079889616349426 Movie Vector: [1.9459343197959555, -0.1520431016703653] User Vector: [1.9691490329809191, -0.3760929277255197] Predicted: 3.8890170193182647 Movie Vector: [1.7236581644692266, 0.005639148852226376] User Vector: [2.2035420609907073, -0.17143728760491253] Predicted: 3.7971865037943533 Movie Vector: [1.617905159451282, -0.5367091907976408] User Vector: [1.954978892573044, -0.2960631566932447] Predicted: 3.321870254166108 Movie Vector: [1.7139941416147115, 0.25753576157291663] User Vector: [1.773745609945467, -1.0655638155757423] Predicted: 2.7657687954125016 Movie Vector: [1.7188002414903507, -0.29380897577140475] User Vector: [1.784295550377421, -0.5191875312035805] Predicted: 3.2193895796550778 Movie Vector: [0.9229538247408868, -0.16346379271728056] User Vector: [1.733283516815325, -1.3202668472072636] Predicted: 1.8155564774484252 Movie Vector: [1.663545145362596, -0.6903782723510156] User Vector: [1.7640775146967775, -0.2521456649829016] Predicted: 3.1086984741888317 Movie Vector: [2.1896742043972206, 0.07659545805416808] User Vector: [2.076405404213064, -0.8186817098726232] Predicted: 4.483944050908067 Movie Vector: [1.4281579554079276, 0.25425239732080585] User Vector: [1.8843369175858362, -0.32298999324455313] Predicted: 2.609009779426006 Movie Vector: [1.1481374886194555, -0.6626368496207267] User Vector: [1.8250919743913308, -0.42234836310354973] Predicted: 2.375320104746593 Movie Vector: [1.3626866848240393, -0.06788913500967532] User Vector: [1.8488191171627522, -0.7834516667004202] Predicted: 2.572549049579998 Movie Vector: [1.225701536597362, 0.52018212768868] User Vector: [1.974887681463831, -0.3765413097216959] Predicted: 2.224752806123705 Movie Vector: [2.18035005819288, 0.0949798089661455] User Vector: [1.9932831371070538, -0.13759719501588177] Predicted: 4.332986048689365 Movie Vector: [1.845165487216377, -0.1998551726503619] User Vector: [1.960576216628559, -0.33346945995460076] Predicted: 3.684233166473126 Movie Vector: [1.4998784955128572, -0.5387591495408848] User Vector: [1.5716463515750267, -0.12042974670523017] Predicted: 2.4221611931929563 Movie Vector: [2.0708976794362357, 0.12069442355115256] User Vector: [2.2715143894753655, -0.8112700792193254] Predicted: 4.606158103414878 Movie Vector: [1.8421828476852367, 0.9234807889855636] User Vector: [2.0435186371994916, 0.5663789120286696] Predicted: 4.2875750269190345 Movie Vector: [1.6876527180191117, -0.40129042358509387] User Vector: [2.0296871201416296, -0.47432028139337745] Predicted: 3.615747171670754 Movie Vector: [2.260081455021109, 0.02999285100911972] User Vector: [1.712779146674088, 0.2174559109771134] Predicted: 3.877542508683975 Movie Vector: [1.6115747315118518, -0.6829499623982724] User Vector: [1.8883011028806058, 0.5081717125112687] Predicted: 2.6960824909369094 Movie Vector: [1.5773789516184427, -0.7562098564547608] User Vector: [1.8786916847102526, 0.369159414920693] Predicted: 2.6842467318764434 Movie Vector: [1.830376035273461, -0.3853863660458902] User Vector: [2.179882476042488, 0.690453638301778] Predicted: 3.7239132252724594 Movie Vector: [2.109835425151677, -0.24444799022439817] User Vector: [1.73932697226577, -0.3421656147883293] Predicted: 3.7533353588670324 Movie Vector: [1.5386734589095719, -0.35404595158627367] User Vector: [2.0776948146610743, -0.4042846849920299] Predicted: 3.340029223042797 Movie Vector: [2.1723509022626017, 0.44564766656893806] User Vector: [1.7009524578847715, -0.31164279426446223] Predicted: 3.556182722524792 Movie Vector: [1.620647314971092, -0.6282094632922148] User Vector: [2.7263581180225342, 0.22560813241182617] Predicted: 4.276735799846068 Movie Vector: [2.27077446533094, -0.18839754897639224] User Vector: [1.6651477886769406, 0.2876898660713305] Predicted: 3.7269750138966913 Movie Vector: [1.7417823830935104, 0.448341653350877] User Vector: [1.7171151968341762, 0.06368962679295642] Predicted: 3.019395712165568 Movie Vector: [2.213918093278298, -0.13778657238464548] User Vector: [2.0810342172233103, -0.044330350180888066] Predicted: 4.613347433245963
avg loss: 0.9296993885174685: 82%|█████████████████████████████████████ | 57672/70000 [01:22<00:17, 691.56it/s]
Movie Vector: [1.8184337380501632, -0.8590633440377314] User Vector: [1.7432077029130337, -0.1766332800474332] Predicted: 3.3216468756318873 Movie Vector: [1.93037556312272, 0.44122830536746066] User Vector: [1.7712314848426225, -0.8472205703482449] Predicted: 3.0453242784465595 Movie Vector: [1.2408687627972173, -1.2916834676345792] User Vector: [2.183130726688497, -0.8164211860737715] Predicted: 3.76353647252865 Movie Vector: [1.7701256250284358, 0.41043724439972] User Vector: [1.9056301828943445, -0.41548601279635405] Predicted: 3.202673884390142 Movie Vector: [1.8391989920648424, -0.3810074558344848] User Vector: [1.7880868148220739, -0.02427322321942686] Predicted: 3.2978957465689294 Movie Vector: [1.1443567956816436, -0.7564981554705066] User Vector: [1.691550453466056, -0.5079947462323318] Predicted: 2.320034345175714 Movie Vector: [1.9887263528245827, -0.4832365378930689] User Vector: [2.2272364478285054, -0.21634013741179228] Predicted: 4.533907276778147 Movie Vector: [2.189678941654572, 0.015809829858268114] User Vector: [1.9843502732432654, 0.10282502632799104] Predicted: 4.346715652358691 Movie Vector: [1.4143700431185513, -1.003831320384682] User Vector: [1.9374232021152118, -0.45636715056570165] Predicted: 3.198348977247137 Movie Vector: [2.1468808922187206, -0.43682033587280217] User Vector: [1.7367825742289662, -0.13171848748236867] Predicted: 3.786202636493315 Movie Vector: [1.737459752668223, -0.7739702521465832] User Vector: [1.5942311557425888, 0.7552118512024643] Predicted: 2.1854009626532345 Movie Vector: [1.9766231180374285, -0.2937163556579098] User Vector: [2.063792479107779, -0.4010857829821608] Predicted: 4.197145379519933 Movie Vector: [1.8955903090254225, -0.033924480783150114] User Vector: [1.7419610121566378, 0.28131696411497453] Predicted: 3.2925008814011463 Movie Vector: [1.6110930800970278, -0.5836858014753697] User Vector: [2.23981995135943, 0.5120153324994453] Predicted: 3.3097023445808227 Movie Vector: [1.7727850417963895, -0.2199965681854359] User Vector: [1.7901516371653934, -0.28509253962320585] Predicted: 3.2362734252465026 Movie Vector: [1.7045780887657889, -0.795716232623802] User Vector: [1.68181887918352, -0.5015615096558167] Predicted: 3.265892245621299 Movie Vector: [1.4158664214077306, -0.9573571847331374] User Vector: [1.9440481243228747, -1.2257367738188625] Predicted: 3.925980367836544 Movie Vector: [1.0751255545296365, -0.48372997674712176] User Vector: [1.902153214531171, -0.7892103786175403] Predicted: 2.426818247670406 Movie Vector: [1.6185020890510722, -1.022950369016324] User Vector: [1.7819804247842717, -0.11525638268249444] Predicted: 3.002040599358005 Movie Vector: [1.8169688003657627, -0.5937496751119988] User Vector: [2.179247579007762, 0.032416216208182] Predicted: 3.9403777414877577 Movie Vector: [1.7802907194682214, -0.459817135863862] User Vector: [1.8713647800201434, -0.3111458370443859] Predicted: 3.4746435382352643 Movie Vector: [1.9464374197859322, 0.40584102262728616] User Vector: [1.8818443281014836, -0.7254195763540485] Predicted: 3.3684871957272633 Movie Vector: [1.4811013129901882, -0.29468275199649485] User Vector: [1.835299744085816, -0.2901622993604451] Predicted: 2.8037706855972253 Movie Vector: [1.6741539511121661, -0.48150776389424244] User Vector: [2.400031594838177, 0.48591583712484] Predicted: 3.7840501291175874 Movie Vector: [2.20674266439011, 0.516499432720838] User Vector: [2.0353700885620354, -0.38760605999667697] Predicted: 4.291339702145876 Movie Vector: [1.9441460889511273, 0.14581187796430553] User Vector: [1.9503339859154818, -0.24278455091800352] Predicted: 3.756333319555972 Movie Vector: [1.8334086975821648, -0.137865448490462] User Vector: [2.1579550762324367, -0.7902145698255435] Predicted: 4.065356891828829 Movie Vector: [2.051074430160579, -0.5078181506018848] User Vector: [1.893274977301881, 0.07495847406296313] Predicted: 3.8451826215361455 Movie Vector: [1.8638209665266787, -0.4667684730026992] User Vector: [1.7190184377057025, -0.4127136124938106] Predicted: 3.3965843087329874 Movie Vector: [1.536881646888152, -0.6273025520438844] User Vector: [1.883313866565147, 0.5755817983511556] Predicted: 2.5333665858382486 Movie Vector: [1.8690271374726908, -0.8752146572038416] User Vector: [2.0424555313776516, 0.6745944817593186] Predicted: 3.2269898371214505 Movie Vector: [1.4720759455369998, -0.4462779579651842] User Vector: [1.8070875613997182, -0.18481150650512476] Predicted: 2.742647432347218 Movie Vector: [1.9658118237432416, -0.29161524496924734] User Vector: [1.7661802580484585, -0.1516762921450684] Predicted: 3.5162091532234605 Movie Vector: [1.6862866828257286, 1.0276549006210849] User Vector: [1.9242320732104372, -0.2939219870219543] Predicted: 2.9427565493575045 Movie Vector: [1.947611300082649, 1.4983538054056893] User Vector: [2.047014790319807, -0.16874613558322088] Predicted: 3.7339477226645466 Movie Vector: [1.0807140038676535, -0.6060701502742855] User Vector: [1.9675676168546905, -0.3796479116712798] Predicted: 2.3564711439693014 Movie Vector: [1.8667613878881564, -0.0338567673864123] User Vector: [1.3051081770289599, -0.05890750336391798] Predicted: 2.4383199695334694 Movie Vector: [2.2335540692961153, -0.6459178500172919] User Vector: [1.8990926988676269, -0.165083214103178] Predicted: 4.348356420253799 Movie Vector: [1.948988182750458, -0.37279290313603114] User Vector: [2.1159689351557094, -0.38769317080141336] Predicted: 4.2685277123546195 Movie Vector: [1.3904556625010125, -0.7306756888237121] User Vector: [1.56412619029161, -1.1600237472233381] Predicted: 3.0224492687113815 Movie Vector: [1.7543070824996252, -0.5547395372620917] User Vector: [1.9297408227444546, -0.21890208893188595] Predicted: 3.50679163624903 Movie Vector: [1.830182708523687, -0.45803796878734876] User Vector: [1.606650815824235, 0.023639727950535788] Predicted: 2.929636648783841 Movie Vector: [1.8449709787053292, 0.6492117057166482] User Vector: [2.6163242464153647, 1.8646616970644352] Predicted: 6.037602506455141 Movie Vector: [1.6602351965770439, -0.9975810376991098] User Vector: [1.5808526067045465, -0.12812287920159535] Predicted: 2.7524000930383803 Movie Vector: [1.750690208670951, -0.2044197983921083] User Vector: [1.9168750237799816, -0.14178962348813418] Predicted: 3.3848389416250475 Movie Vector: [2.234476862654462, 0.16569485200607012] User Vector: [2.0489791175171597, -0.22130468272630668] Predicted: 4.541727383501666 Movie Vector: [1.9119671388781225, 0.47214407565750044] User Vector: [2.1969192528964063, -0.4767432182393309] Predicted: 3.9753459322050135 Movie Vector: [1.8685081832637247, -0.8347120977054554] User Vector: [1.8191750213295275, -0.02927013266201277] Predicted: 3.4235755479776087 Movie Vector: [1.3827535095848618, -0.16737280209101216] User Vector: [1.9472870697686218, -0.13008969343217036] Predicted: 2.714391506404686 Movie Vector: [1.7361427257398827, -0.26805715880768916] User Vector: [1.393022293493875, -0.6536814031023538] Predicted: 2.5937095013239198 Movie Vector: [1.9881435634197944, -0.966633380323868] User Vector: [1.814488687418155, -0.04575129330376285] Predicted: 3.651688732088841 Movie Vector: [2.063084177699518, 0.09495987352772092] User Vector: [2.1159661677333856, -0.06661449439869742] Predicted: 4.359090617235019 Movie Vector: [1.972769767266613, -0.44987916902415287] User Vector: [1.733066627350518, -1.0056222223630724] Predicted: 3.8713499368447364 Movie Vector: [2.0856733070779825, -0.08345281561872658] User Vector: [1.8072186378639605, -0.2747718709783665] Predicted: 3.7921981593326635 Movie Vector: [2.0387449453801914, -0.7604201503595254] User Vector: [2.2487284705844974, 0.9420889276629092] Predicted: 3.8682003989111986 Movie Vector: [2.031744073901394, 0.531947544545892] User Vector: [1.7217053962589628, -0.012854429897311653] Predicted: 3.491226853432787 Movie Vector: [1.6815057797244761, -0.407263722947587] User Vector: [2.0017150249460376, -0.775851224572072] Predicted: 3.6818714419807526 Movie Vector: [2.3877821803146593, 0.282829961827666] User Vector: [1.5086225144403835, -0.45387665167064345] Predicted: 3.4738920407357656 Movie Vector: [2.024999970738948, -0.3916134460380886] User Vector: [2.042735426692128, -0.2843594118786441] Predicted: 4.247898148478131 Movie Vector: [1.802435662208157, -0.8972088896635154] User Vector: [2.1708369806846686, -0.35105605621050273] Predicted: 4.227764605228605 Movie Vector: [1.323475838900153, -1.1232034841693586] User Vector: [1.7699959725788867, -0.638303049317292] Predicted: 3.0594911136078426 Movie Vector: [2.104590420393948, -0.13798370264000398] User Vector: [2.0144387374907646, 0.18401232270220091] Predicted: 4.2141777677757055 Movie Vector: [1.4906709607275221, -0.29619572065487465] User Vector: [2.002910743684564, -0.4708598933228761] Predicted: 3.125147567969992 Movie Vector: [1.8830190208843718, -0.6263218649521967] User Vector: [2.1487482655970975, -0.17007141499876485] Predicted: 4.152653301028724 Movie Vector: [1.6396435455947076, -0.4145471759779985] User Vector: [2.112436945927167, -0.7959533071468904] Predicted: 3.7936037995533676 Movie Vector: [1.8846825599650348, -0.35703542125212545] User Vector: [1.959169246463741, -0.26426632489901986] Predicted: 3.786764549463124 Movie Vector: [1.6278457403882483, -1.0755380452019776] User Vector: [2.1045561287676815, 0.2849846468128483] Predicted: 3.119380899676785 Movie Vector: [2.029010568454713, -0.10391060114885228] User Vector: [2.0223611384838804, 0.10309947081425239] Predicted: 4.092678995225461 Movie Vector: [1.8922178266587828, -0.46834375841811987] User Vector: [1.9812416945020523, 0.05560702388880226] Predicted: 3.72289765069391 Movie Vector: [1.7026176358442109, -0.3258214435163488] User Vector: [2.423223885517424, 1.3505186323946594] Predicted: 3.685795792778346 Movie Vector: [1.6268241059655406, -0.6788461143842904] User Vector: [1.8160712718148049, -0.1964607503998921] Predicted: 3.087795140177811 Movie Vector: [2.0588630133911914, -0.5075097852978068] User Vector: [2.409638276548442, 0.4831528344597144] Predicted: 4.715910331954606 Movie Vector: [2.1799999024258345, 0.07647368419870984] User Vector: [2.036807369755586, 0.9256125681993933] Predicted: 4.511024870558235 Movie Vector: [2.1954136292265027, -0.08080879655704391] User Vector: [1.9709426882084509, 0.4129326973544116] Predicted: 4.293665845784891 Movie Vector: [2.21196722644364, -0.4088823459668673] User Vector: [1.8328896408669317, -0.05469781817281097] Predicted: 4.0766567874994735 Movie Vector: [1.7403443765896407, 1.019397713254696] User Vector: [1.1305465944532287, -0.3869759780107151] Predicted: 1.5730579810606231 Movie Vector: [2.1415336399450817, -0.1998107446264552] User Vector: [1.6103466699308049, -0.5360854088833404] Predicted: 3.555727190362716 Movie Vector: [2.1890873665213677, -0.27681105751844903] User Vector: [1.5267923303570998, -0.5674051209523729] Predicted: 3.4993458132586555 Movie Vector: [1.8250161097960516, 1.0113774933388047] User Vector: [2.0015430038987336, 0.05833914568432551] Predicted: 3.7118511254905107 Movie Vector: [2.114657390893202, -0.5128092624406896] User Vector: [1.6720578497631684, -0.19902400911633933] Predicted: 3.6378908453256185 Movie Vector: [2.2352989537623116, -0.13824202911120026] User Vector: [1.9871228283993732, -0.06138405557347553] Predicted: 4.450299435715877 Movie Vector: [2.0127805558731504, -0.30583021832032936] User Vector: [1.722225601122398, 0.23132486607620634] Predicted: 3.3957160684711036 Movie Vector: [2.0823175030569274, -0.17664677199749174] User Vector: [1.9320540142983578, -0.28249768318050894] Predicted: 4.073052194655476 Movie Vector: [1.813710870982339, -0.1530858779038849] User Vector: [1.8813284868292346, 0.051835711090685736] Predicted: 3.4042506131118473 Movie Vector: [2.176180505532855, 0.01310942987647181] User Vector: [1.660078333573082, 0.2167565345754858] Predicted: 3.6154716617694937 Movie Vector: [1.7185804975109003, -0.4918273260991694] User Vector: [2.1727288489623535, 0.0641189200120145] Predicted: 3.702473989224132 Movie Vector: [1.463725467388707, -0.5295592263489776] User Vector: [1.9904064242378083, -0.7589048885352749] Predicted: 3.3152936592561684 Movie Vector: [1.7053262555264257, -0.17607027070337017] User Vector: [2.2010589524303277, -0.3272180950693575] Predicted: 3.8111370001188307 Movie Vector: [1.716214043361656, -0.7857939035802485] User Vector: [2.144700286792202, -0.6088757663245973] Predicted: 4.159215616210168 Movie Vector: [2.1674531273507722, -0.2557827172826249] User Vector: [2.046040510810506, -0.4967601261456053] Predicted: 4.561759558745785 Movie Vector: [1.7584986914351999, -0.7503258842716394] User Vector: [2.05346952316371, 0.03373378337296751] Predicted: 3.585712138546298 Movie Vector: [1.693365693880962, -1.2859570028717007] User Vector: [1.682313906681804, 0.21689048287880477] Predicted: 2.569860820599601 Movie Vector: [2.0085983338793145, 0.13778863196974733] User Vector: [2.041536947175597, -0.4362884958839154] Predicted: 4.040512115657982 Movie Vector: [1.601976617865664, 0.3640682252326037] User Vector: [1.8803538895966498, 0.013055443045149582] Predicted: 3.0170360364256603 Movie Vector: [1.615093481327112, -0.385153399930515] User Vector: [1.8396059303925179, -0.2547896836702305] Predicted: 3.0692686593204623 Movie Vector: [1.6866708967412605, -0.06135742932645542] User Vector: [1.7101125685624352, -0.17543594884308888] Predicted: 2.8951613983781623 Movie Vector: [2.158720348608519, -0.13587644542038935] User Vector: [1.7225077347644815, -0.016137804427049637] Predicted: 3.720605245174089 Movie Vector: [1.6180790890667982, -0.683450072622117] User Vector: [2.0481521617789893, -0.5867609083735286] Predicted: 3.715093969641248 Movie Vector: [1.7940860578571585, 0.00015980392484769412] User Vector: [1.651729537761512, -0.516560378229743] Predicted: 2.9632623866729157 Movie Vector: [1.663890215386859, -0.43452629722074426] User Vector: [2.1496463250537166, -0.7742286056803556] Predicted: 3.9131981760278634 Movie Vector: [1.4809063426732174, -0.33243110745229415] User Vector: [1.9350731801272427, -0.6844969087372679] Predicted: 3.093210211406469 Movie Vector: [2.2693285816518642, -0.09350193659851988] User Vector: [1.7914513874282774, -0.1554250978525815] Predicted: 4.079924383776108 Movie Vector: [1.667502430870413, -0.7029379570168237] User Vector: [2.111620207389271, -0.6355260185759455] Predicted: 3.967867190025506 Movie Vector: [1.9766396427480828, -0.8323259074555132] User Vector: [1.8958701228121733, -0.45604716122829353] Predicted: 4.127031909564068 Movie Vector: [1.5241747509152446, 1.0874300276384408] User Vector: [1.7150688237840366, -0.23180685094058823] Predicted: 2.3619908669684317 Movie Vector: [1.999643639113133, -0.30296186601450487] User Vector: [2.1523009225170053, -0.5047734341183913] Predicted: 4.456761950683515 Movie Vector: [1.5317197909463016, 0.03889746746202968] User Vector: [1.6720760718228267, -0.8460203937444241] Predicted: 2.528243960440886 Movie Vector: [2.307242647059931, -0.27984547082787187] User Vector: [1.779962126510199, -0.3846123829370872] Predicted: 4.2144365618250745 Movie Vector: [2.2421751900353355, 0.16755967730358554] User Vector: [2.2916834022771906, 0.6493040374746457] Predicted: 5.2471528429928505 Movie Vector: [1.7529553874551995, -0.3889198310009539] User Vector: [1.692555040246204, -0.5329467566908571] Predicted: 3.17424703890875 Movie Vector: [1.3015038547582465, -0.523104925958337] User Vector: [1.8889077410565462, -1.3872802405570936] Predicted: 3.184113833787869 Movie Vector: [1.9948703367065963, -0.6819372626203065] User Vector: [1.8745701485286594, 0.12157329861426462] Predicted: 3.6566190209107683 Movie Vector: [1.6643924815129598, -1.6112734680716785] User Vector: [1.795116242130636, -0.1753452778936667] Predicted: 3.270307170865749 Movie Vector: [1.6752177595040012, -0.4914767716438608] User Vector: [1.514966335697428, -0.10007017941925647] Predicted: 2.58708067932983 Movie Vector: [2.011008840970925, 0.22470573275918423] User Vector: [1.6435882780649556, 0.2041238203406273] Predicted: 3.351138350728049 Movie Vector: [1.7054885880669564, 0.43439567641905624] User Vector: [2.0707540055411107, -0.17346998910693048] Predicted: 3.4562927118877917 Movie Vector: [1.6298978173294645, -0.7799772149310845] User Vector: [1.9185280370494096, -0.7965778832616385] Predicted: 3.7483172589343257 Movie Vector: [2.134763747223035, -0.018456569683252842] User Vector: [1.9470476366638811, -1.0115204163377973] Predicted: 4.175155905916513 Movie Vector: [1.6825957452588238, -0.4366127425386679] User Vector: [2.085618387631766, 0.027032859495079973] Predicted: 3.497449734339969 Movie Vector: [2.4286364086439494, 0.3032565709954863] User Vector: [2.0712803874236543, -0.49973870231065487] Predicted: 4.8788379161507685 Movie Vector: [1.7498518647881713, -0.7074431490885381] User Vector: [1.8717681929731786, -0.5927484487143584] Predicted: 3.694652892101134 Movie Vector: [1.431084664446532, -0.7608079168851828] User Vector: [1.9171240426825813, -1.398621033993043] Predicted: 3.807648772708828 Movie Vector: [1.7587022174544544, 0.05773705314683378] User Vector: [1.5559146529228363, -0.5710876514123724] Predicted: 2.7034176321841734 Movie Vector: [2.1859386195986175, 0.25965387122236294] User Vector: [1.9951991963521865, -0.7988408384765419] Predicted: 4.153960860897417 Movie Vector: [1.607637644318017, -0.7709401845765587] User Vector: [1.7823629895999873, -0.41386666085344115] Predicted: 3.1844602778285775 Movie Vector: [1.6007161584668819, -0.6802429463475792] User Vector: [1.9678564567162136, -0.4037727718021804] Predicted: 3.424643207754671 Movie Vector: [1.6501514080981972, -0.7670388645106062] User Vector: [1.8289687219110826, -0.3192146742667746] Predicted: 3.2629253731138426 Movie Vector:
avg loss: 0.9292208633178226: 83%|█████████████████████████████████████▏ | 57811/70000 [01:22<00:17, 679.04it/s]
[1.7296057989456628, -0.7776907909835691] User Vector: [1.6197639431110629, -0.19887620075580298] Predicted: 2.9562172988015742 Movie Vector: [0.9953732897272927, -1.6093407024999686] User Vector: [2.031169680059889, 0.12468909067808923] Predicted: 1.8211048176495859 Movie Vector: [2.0644478666750556, -0.43056857263869247] User Vector: [1.9007503079928527, -1.2734361328964672] Predicted: 4.472301496505568 Movie Vector: [2.069401536321638, -0.13068187057081562] User Vector: [1.8867991926187055, -0.43160551974321415] Predicted: 3.960948164604307 Movie Vector: [1.587310557291672, -0.7778369883338445] User Vector: [1.8714570313766075, -0.902403374864896] Predicted: 3.6725062267890287 Movie Vector: [2.100769301517694, 0.5314321950839761] User Vector: [2.1407580371668686, 0.5917033094859114] Predicted: 4.811688955055983 Movie Vector: [2.2181368248255393, -0.2732307297725326] User Vector: [1.7388455427288971, -0.652579914970834] Predicted: 4.035302217413096 Movie Vector: [1.2422483442535275, -0.5699686578234402] User Vector: [1.6290922506009657, -2.23477092592759] Predicted: 3.2974865361390973 Movie Vector: [1.8540842448869315, -0.5335933250696684] User Vector: [1.8223995537006064, -0.03138143141181249] Predicted: 3.3956272227377444 Movie Vector: [1.820262628324983, -0.23730881558939107] User Vector: [2.0138071899747945, -0.1678145980854772] Predicted: 3.705481852073542 Movie Vector: [1.1911876584303782, -1.5766023607629442] User Vector: [1.6284530273117757, -0.651142534870603] Predicted: 2.966386006137535 Movie Vector: [2.07390839845197, -0.47338477556288217] User Vector: [1.9630455243497542, -0.49483544879942926] Predicted: 4.3054241673629825 Movie Vector: [1.8715780246437435, -0.16512532957284082] User Vector: [2.0423681346042986, -0.2736583435916065] Predicted: 3.867639243133962 Movie Vector: [1.9532607086944813, -0.27921302200795806] User Vector: [2.2304067623879122, 0.015698401072971834] Predicted: 4.352182695374499 Movie Vector: [1.8880066246868707, -0.12854459188504092] User Vector: [1.3825732487392384, -0.06031245898946458] Predicted: 2.618060293160915 Movie Vector: [1.9784054826401922, 0.32775006681414315] User Vector: [1.727665882778902, -0.16929102297339957] Predicted: 3.362538510569621 Movie Vector: [1.9771025776431308, -0.2771634238290061] User Vector: [1.802736288049958, -0.2848047697776521] Predicted: 3.6431320270287872 Movie Vector: [1.7102057809736906, 0.013641480175944427] User Vector: [1.937020218451227, -0.8507310898827504] Predicted: 3.3010979441605146 Movie Vector: [1.4978058021994658, 0.2423142150590491] User Vector: [1.9860476976498191, -0.3900116390815856] Predicted: 2.880208400796842 Movie Vector: [1.7522785748607654, -0.4800429227780174] User Vector: [1.6907090321860352, -0.5448875906770304] Predicted: 3.2241626450372434 Movie Vector: [2.0916810187852746, -0.07790092274345284] User Vector: [2.1990223654755208, -0.2094844554036961] Predicted: 4.6159723741258 Movie Vector: [2.213910691472207, -0.01886820976683177] User Vector: [2.022954296257792, -0.6122093905217969] Predicted: 4.490191440046349 Movie Vector: [2.195420757048516, -0.3710895911179245] User Vector: [1.7272278245229589, 0.2815806369868886] Predicted: 3.687500174663266 Movie Vector: [1.2396471166832252, -0.7662040435728559] User Vector: [2.2769582357744675, 0.6482036131374204] Predicted: 2.325968482341515 Movie Vector: [1.8051767552860194, -0.0912054226742279] User Vector: [1.8181651628517967, -1.4338626551632832] Predicted: 3.4128855387718415 Movie Vector: [2.2473088034792466, -0.09337399513423286] User Vector: [2.0959665795441547, -0.30630141272427236] Predicted: 4.738884732629188 Movie Vector: [1.8500916694851994, -0.6586347540159336] User Vector: [1.8510581873218623, -0.20696913516940305] Predicted: 3.5609443975277415 Movie Vector: [2.0658238094626453, -0.39729633703729034] User Vector: [1.63093716801993, -0.10922832238585367] Predicted: 3.412624845817778 Movie Vector: [1.7362835610686358, -0.820446990056691] User Vector: [1.9374749929323722, -0.02074299795846881] Predicted: 3.381024510449827 Movie Vector: [2.1111088352608003, 0.28657495659663934] User Vector: [1.7781672431715339, -0.30588019615113415] Predicted: 3.666246973694982 Movie Vector: [1.9732401203745549, 0.1709106245164857] User Vector: [1.6465131547554683, 0.12741891331592226] Predicted: 3.2707430617380044 Movie Vector: [1.1460457859676, -0.9517750671832219] User Vector: [1.8627858635948324, -0.7293933525702578] Predicted: 2.829056296278427 Movie Vector: [1.9763923443503764, -0.4924242304617484] User Vector: [1.7922310696268988, -1.019114344235943] Predicted: 4.043988362030403 Movie Vector: [2.0247755478395186, -0.38585763404636547] User Vector: [2.074923328678622, -0.5052474928619196] Predicted: 4.396207621753812 Movie Vector: [2.052739421039736, -0.46793685283787023] User Vector: [2.0896501888237236, -0.3850876100695548] Predicted: 4.469704003104389 Movie Vector: [1.1421480320826918, -1.2545391635044187] User Vector: [2.251194302561534, -0.8970087708823655] Predicted: 3.6965297755853133 Movie Vector: [2.1715084034599568, -0.13599625395536993] User Vector: [1.5573776615925965, 0.5248541040988073] Predicted: 3.3104804874786002 Movie Vector: [1.600120392523788, -0.4591763979448886] User Vector: [2.3090244955555668, -0.6507296515721475] Predicted: 3.993516879620246 Movie Vector: [0.993854873448159, -0.5516565279232116] User Vector: [1.7185402747901593, -0.16883647289099454] Predicted: 1.8011193697389856 Movie Vector: [1.9885166265479346, -0.29356509141759685] User Vector: [2.0170308353039665, -0.6653145117858137] Predicted: 4.2062124677356625 Movie Vector: [1.7788454665838545, 0.41424820143184304] User Vector: [1.8642968505122208, -0.7842227683342059] Predicted: 2.9914331295958765 Movie Vector: [1.9433154053618233, 0.07557030548534813] User Vector: [1.733130565763521, -0.4736253911451832] Predicted: 3.332227312457244 Movie Vector: [1.95010920308775, -0.06555369734056338] User Vector: [1.4158392119511152, -1.248738425171892] Predicted: 2.842900498099627 Movie Vector: [1.8197783398096126, -0.2373376585245236] User Vector: [1.8664703975841483, -0.27983868224242586] Predicted: 3.4629786590274745 Movie Vector: [1.7291091069843043, -0.33890953930210066] User Vector: [1.9664220450055836, -0.6819587663873007] Predicted: 3.631280597533203 Movie Vector: [1.6618736820563893, -0.4765797198491524] User Vector: [2.2331859401018033, -0.0673800439457137] Predicted: 3.743384903460615 Movie Vector: [1.575263706941006, -0.3573562529949512] User Vector: [1.7866631850765327, -0.22020646643127448] Predicted: 2.8931578297078224 Movie Vector: [1.944091625274543, -0.23909372461479478] User Vector: [2.106431671903003, -0.8176313820554761] Predicted: 4.290586705057269 Movie Vector: [2.095724708274052, -0.4715071915442604] User Vector: [1.890483123531166, -0.32409430457999205] Predicted: 4.114744987907374 Movie Vector: [1.651085134428584, -0.018968030611051602] User Vector: [1.9662416817750688, -0.07242720079176822] Predicted: 3.2478062128343654 Movie Vector: [1.9422746805976843, -0.6608786623822881] User Vector: [1.9897135255981753, -0.4295784879257508] Predicted: 4.1484694589006645 Movie Vector: [1.392399066286492, 0.43011143030580196] User Vector: [2.0531364012295104, -0.5952079971246242] Predicted: 2.602779445058055 Movie Vector: [2.1053032523893176, -0.3464664517861691] User Vector: [1.5453681551161411, -0.029451531653281193] Predicted: 3.2636725707764715 Movie Vector: [1.5671078237633806, -0.4619425325046933] User Vector: [2.17540699856866, -0.42676431936613074] Predicted: 3.6062379177971926 Movie Vector: [2.066919990507927, -0.31180686004150115] User Vector: [2.20663948931321, 0.31683611834932757] Predicted: 4.462155597095436 Movie Vector: [1.7828399659285947, -0.413979219415669] User Vector: [1.4102621246143998, -1.601980374226836] Predicted: 3.1774582630395707 Movie Vector: [1.676879697423917, 0.6808855126241868] User Vector: [1.8679915756098375, -0.7337166239120173] Predicted: 2.632820128505829 Movie Vector: [1.6544436580494473, -0.3935297542123081] User Vector: [2.146021140034603, 0.8589706987564493] Predicted: 3.212440537213094 Movie Vector: [2.18250114938384, 0.04329061489647685] User Vector: [1.9636624789876393, -0.4420763515874494] Predicted: 4.266557860301032 Movie Vector: [1.719100872284317, -0.6888285214829646] User Vector: [2.0411462882505043, -0.29659712126405] Predicted: 3.713240921107757 Movie Vector: [2.2165056967888135, -0.2726185756913584] User Vector: [1.6135119769515596, -0.29156914746633283] Predicted: 3.6558456544479276 Movie Vector: [2.1959966943930995, -0.38019932917365934] User Vector: [2.144673621776998, 0.6978668758751105] Predicted: 4.44436766591413 Movie Vector: [1.6512289317417719, -0.41891247854293834] User Vector: [1.9614200592447197, -0.27699572507051545] Predicted: 3.3547905148586294 Movie Vector: [1.8064145940994414, -0.4641606689503862] User Vector: [1.91008930810407, -0.014325796885463066] Predicted: 3.4570626736581 Movie Vector: [1.9740682287888047, 0.06716625427758113] User Vector: [1.8144526400442471, -1.0215993751383] Predicted: 3.5132363059529603 Movie Vector: [1.7283202418011219, -0.5517916938799154] User Vector: [1.7795482673730683, -0.06105432622092413] Predicted: 3.1093185618471293 Movie Vector: [1.4999390236239754, -0.5433667806873917] User Vector: [1.7488260021326016, -0.5165517295943961] Predicted: 2.903809416495206 Movie Vector: [1.6337315323533799, 0.8557099835609658] User Vector: [1.8463469537760582, 0.685044601550252] Predicted: 3.6026347427796495 Movie Vector: [2.261851390798781, -0.09549922703635999] User Vector: [1.692173499154832, 0.16211595895969538] Predicted: 3.8119630337652874 Movie Vector: [1.6497587537210456, 0.19929057323768926] User Vector: [2.2361791416802195, 0.3123798905835826] Predicted: 3.751410481337685 Movie Vector: [2.0404344405798214, -0.3021158204086455] User Vector: [1.844808762263378, -0.6812049777819076] Predicted: 3.9700141355346625 Movie Vector: [2.0728872075827365, 0.09993564398483089] User Vector: [1.8923859982219216, -0.4244025624647317] Predicted: 3.880289784134183 Movie Vector: [1.8820511817570138, -0.0361109741393932] User Vector: [2.070149203768825, -0.08494584933808001] Predicted: 3.8991942327351548 Movie Vector: [1.5008718728094799, -0.5834351584369045] User Vector: [1.8852700950167516, -0.9091722530608841] Predicted: 3.3599919157705127 Movie Vector: [1.099172695860195, -0.4942403999738815] User Vector: [1.828384022909817, -0.053864954277581596] Predicted: 2.036332032076219 Movie Vector: [1.518462570512508, 0.03367196068315527] User Vector: [2.2034884841703306, -0.793638511096759] Predicted: 3.3191914230257025 Movie Vector: [2.129905738906596, -0.18360494515139347] User Vector: [1.8430225249962875, -0.2916988386314617] Predicted: 3.9790216021913727 Movie Vector: [1.553657644919559, -0.2619762871942313] User Vector: [1.8647043824086882, 0.20574270175561515] Predicted: 2.843212510121017 Movie Vector: [2.1362800590650983, 0.010901797732451236] User Vector: [2.0530149727280986, -0.1435186430290728] Predicted: 4.384250335983975 Movie Vector: [1.9897008158406022, -0.48436837021983536] User Vector: [1.7910772340827306, -0.7415744886135587] Predicted: 3.9229030603342956 Movie Vector: [2.184382180961088, -0.43373898264729027] User Vector: [1.9915894333504396, -0.3608629337895312] Predicted: 4.5069127917780785 Movie Vector: [2.1005063648296693, -0.19867244741096285] User Vector: [1.8221761872731486, 0.18870747301010646] Predicted: 3.790001703700652 Movie Vector: [1.498143095092396, -1.1129682417041085] User Vector: [1.829674178419226, 0.4547114997294401] Predicted: 2.235034278331103 Movie Vector: [1.9209195139235318, -0.036301254401178415] User Vector: [1.9100400422826997, 0.0494123183973403] Predicted: 3.667239460455472 Movie Vector: [2.0776469721917663, -0.35682771367237953] User Vector: [1.681379053336248, -0.3342970105478913] Predicted: 3.6125985372320297 Movie Vector: [1.4246947184455372, -0.3125472687354463] User Vector: [2.0751904959664023, -0.08504257676714275] Predicted: 2.983092764466503 Movie Vector: [1.8388763221203757, 0.17374378747356053] User Vector: [2.0761888849817107, -0.2192869762695916] Predicted: 3.7797548310416684 Movie Vector: [0.9691501914573787, -0.36313337304705495] User Vector: [1.8817738013310994, -0.4462485191800148] Predicted: 1.9857691698266065 Movie Vector: [1.3864942080984373, 0.055673406714764666] User Vector: [1.8201487280836866, -0.44707127289207216] Predicted: 2.498735688559561 Movie Vector: [1.915029789210133, -0.502818640541084] User Vector: [1.8203177615332493, 0.4616623676968246] Predicted: 3.2538302950501836 Movie Vector: [1.1666071916542957, -0.618000607650607] User Vector: [1.929623303726741, -0.46791930425505734] Predicted: 2.5402868376724124 Movie Vector: [1.404954305326611, -1.6959651599332586] User Vector: [1.6530823013941585, -0.24980656035643345] Predicted: 2.746168319490221 Movie Vector: [1.7475681012538407, -0.433609532025208] User Vector: [2.228096462445354, -0.2437211048273648] Predicted: 3.9994300984948867 Movie Vector: [2.0146741651491635, -0.2925077412697085] User Vector: [1.9411413501964698, -0.2914728158267393] Predicted: 3.9960253841425946 Movie Vector: [1.9898513279448944, -0.5389629049191853] User Vector: [2.003120569256821, 0.34940888196075637] Predicted: 3.7975936987432837 Movie Vector: [2.1755105719564973, -0.3212326306497275] User Vector: [1.9001055725606795, -0.6667035495256348] Predicted: 4.347866696016842 Movie Vector: [1.8331866611226622, -0.457993769623774] User Vector: [1.5436831731327296, -0.6025536954074628] Predicted: 3.105825240346824 Movie Vector: [2.1114812490658923, 0.5343929663179343] User Vector: [1.9938369583423763, -1.0119249437133042] Predicted: 3.669183778872439 Movie Vector: [1.606625596184498, -0.8862277701525038] User Vector: [1.7048379586122215, 0.015143100036646196] Predicted: 2.7256160658746493 Movie Vector: [2.2201522141967556, 0.2115334615224907] User Vector: [1.9041229218368296, -0.3434952606550943] Predicted: 4.1547819795158905 Movie Vector: [1.6324004567166923, -0.2300526746819483] User Vector: [1.7153305209970378, -0.7562483708775868] Predicted: 2.974083286339901 Movie Vector: [2.1533986034146615, 0.31897620832629864] User Vector: [1.619668867969968, -0.03909670077923267] Predicted: 3.4753217609081073 Movie Vector: [1.297078378834083, -1.0066741137325241] User Vector: [2.1970691241933156, 0.21961147776440498] Predicted: 2.628693668051112 Movie Vector: [1.6083006129780868, 0.11551826864574245] User Vector: [1.6929885737110493, -0.42052497239670317] Predicted: 2.6742562441308118 Movie Vector: [2.1579468867374354, -0.31506993556193885] User Vector: [2.0356390097997883, 0.2938486654918799] Predicted: 4.30021798361724 Movie Vector: [2.071359443924348, -0.13112974214707177] User Vector: [2.0733369563979, -0.12721892685651298] Predicted: 4.311308270147076 Movie Vector: [2.0911002464545865, -0.4484247335958744] User Vector: [2.0106824462259043, -0.24647484827301874] Predicted: 4.315063977019811 Movie Vector: [1.882881694956467, 0.3474838593234715] User Vector: [1.5982832270241765, 0.28755320457141476] Predicted: 3.10929832880508 Movie Vector: [1.7231291758001048, 1.0252903223650738] User Vector: [1.9245723242618973, -0.33446021275706483] Predicted: 2.9733679035171128 Movie Vector: [2.2195003162907656, 0.5894733525449892] User Vector: [1.5804145283672373, -0.11132578011988241] Predicted: 3.442106964749651 Movie Vector: [1.84641242055431, -0.24133088877772318] User Vector: [2.057120703522065, 0.19894456616001496] Predicted: 3.750281748593666 Movie Vector: [1.7483753833883733, -0.3455911192420562] User Vector: [1.8765707584811278, -0.9901541355310823] Predicted: 3.6231385952351896 Movie Vector: [2.178952522728345, -0.28055112533098814] User Vector: [2.069372620891091, 0.19734320880616296] Predicted: 4.453699833448613 Movie Vector: [1.9371508852424, -0.33389373891382834] User Vector: [1.7709245268371212, -0.19032666760094308] Predicted: 3.494096897520296 Movie Vector: [2.1886209891132973, 0.32435251046629393] User Vector: [2.0953939107796398, -0.16719409352024475] Predicted: 4.531793269624087 Movie Vector: [1.9306208374550324, 0.1514933886752913] User Vector: [1.9862563997161602, -0.7999030969248258] Predicted: 3.7135279630554288 Movie Vector: [2.1309331116053176, -0.18376754947065396] User Vector: [1.7912127613572622, -0.22827142466242428] Predicted: 3.8589034634305723 Movie Vector: [2.326133350617581, -0.19586468870117688] User Vector: [1.4674093397460752, -1.3282182481900813] Predicted: 3.6735408579000435 Movie Vector: [1.705246958799854, -0.08761316878085236] User Vector: [2.06850424604071, -0.9930274643358864] Predicted: 3.6143128576623873 Movie Vector: [1.833971371908117, -0.4643673466172524] User Vector: [1.8240638929936164, -0.2538434734005024] Predicted: 3.4631575804806616 Movie Vector: [1.8360225846217375, -0.23862212440313985] User Vector: [2.054971766987857, 0.03169246149600355] Predicted: 3.765412052460003 Movie Vector: [1.58805641400749, -0.44691296081289555] User Vector: [1.807447711445235, -0.0016510158824652003] Predicted: 2.871066791540146 Movie Vector: [2.0939212776242004, 0.17519320971240948] User Vector: [2.178427248049869, 0.40447357553627167] Predicted: 4.632316190390007 Movie Vector: [2.0949551739822843, -0.36026898416105896] User Vector: [2.0492087159360786, -0.6571432623689882] Predicted: 4.529748737601841 Movie Vector: [1.7896808336947316, -1.2986493916107027] User Vector: [1.925791730050735, -0.3337346461704793] Predicted: 3.8799568441683254 Movie Vector: [2.21964198239883, -0.028753579761276987] User Vector: [1.5323675088021849, -1.2506047436461325] Predicted: 3.4372666182474987 Movie Vector: [2.0051460083175336, 0.1733797293385955] User Vector: [2.1358207553908923, -0.6486629129086371] Predicted: 4.170167461881702 Movie Vector: [1.7430645001182805, -0.5330776161688106] User Vector: [2.619282725802163, -0.6261268244287994] Predicted: 4.899352930104646 Movie Vector: [2.1912791604892514, -0.26156746258208713] User Vector: [2.221926079726575, 0.03086141550601185] Predicted: 4.860787972506824 Movie Vector: [1.9426602758742253, -0.3109798872144254] User Vector: [2.134500584857901, 0.25563266073695123] Predicted: 4.067112879029445 Movie Vector: [1.3959085019712738, -1.4702064123880838] User Vector: [2.2200669547883494, -0.5581207374683858] Predicted: 3.9195630242473194 Movie Vector: [1.7723645882028958, -0.1857949020613824] User Vector: [1.6095588317750031, -0.03401461803797421] Predicted: 2.859044818694258 Movie Vector: [1.1332117880441497, -0.40270678070941546] User Vector: [1.093343600446451, -0.18088716653634765] Predicted: 1.3118343449160514 Movie Vector: [1.9843046531726154, -0.5916732560590405] User Vector: [1.8428088950846961, -0.7603429703495056] Predicted: 4.106568866412743 Movie Vector: [2.0466204098259464, -0.7571207800924605] User Vector: [2.2230505351995213, -0.5612631204012113] Predicted: 4.974684568969128 Movie Vector: [1.6832917928302713, -0.7573739688477262] User Vector: [1.8966803268655368, -0.5137382796798963] Predicted: 3.5817584276655605 Movie Vector: [1.9800643556333357, -0.5165007647850057] User Vector: [1.7526598177697712, -0.5179405647588314] Predicted: 3.737895930527856 Movie Vector: [1.292590544727575, -0.8857004192469676] User Vector: [1.7164546902403426, -0.7564067990011231] Predicted: 2.8886229220545165 Movie Vector: [1.902038251347222, -0.1291566982658635] User Vector: [1.995091253354164, -0.6748975842642742] Predicted: 3.8819074224590726 Movie Vector: [1.9769716300807074, -0.25324175783697] User Vector: [1.8883794996275745, 0.10011758892864825] Predicted: 3.7079187433790266 Movie Vector: [1.5888181837825743, -0.826744779086495] User Vector: [2.2202458485639402, 0.3829364172273416] Predicted: 3.2109762930013677 Movie Vector: [1.051680180840916, -1.0726316366923156] User Vector: [1.4806034226414277, -0.5727570369544227] Predicted: 2.1714785932526794 Movie Vector: [1.7104466568680103, -0.43625175138860617] User Vector: [2.0530252248782404, 0.15367024358990639] Predicted: 3.444551219456271 Movie Vector:
avg loss: 0.9293635092931078: 83%|█████████████████████████████████████▎ | 57975/70000 [01:22<00:17, 678.77it/s]
[1.5044089896479713, -0.544687077090869] User Vector: [1.9062233270067614, -0.07497558207234167] Predicted: 2.908577740077807 Movie Vector: [1.4686013229600863, -0.1668211024686348] User Vector: [1.7742755794129506, -0.5174747333255807] Predicted: 2.6920291687346687 Movie Vector: [1.7518357273532688, -1.6118875740108385] User Vector: [1.1140654796938692, -0.18825105153120783] Predicted: 2.2550992406963055 Movie Vector: [1.9739519134486256, 0.15531854903200046] User Vector: [1.8940789547610657, -0.9936148781186193] Predicted: 3.5844939558073867 Movie Vector: [1.9308970404870591, -0.15019401885102385] User Vector: [1.669495329407518, -1.3432392867878145] Predicted: 3.4253700974211894 Movie Vector: [1.4408395876522384, -1.249775882510259] User Vector: [1.8480238119644492, -0.7554374377054862] Predicted: 3.6068333575920377 Movie Vector: [1.7511817546431727, -0.2751142845699357] User Vector: [2.3565525908815603, 0.9981538409220361] Predicted: 3.8521455211728863 Movie Vector: [2.1993792032941677, 0.031009537064535048] User Vector: [1.9532958190779806, -0.6559052991018017] Predicted: 4.275698882678236 Movie Vector: [1.9378083356996647, -0.03586434427338817] User Vector: [2.0350034189437958, -0.6597830738942505] Predicted: 3.967109275714502 Movie Vector: [2.1376487698815207, -0.1846233902257708] User Vector: [2.071279323486643, 0.10059425073813465] Predicted: 4.409095646323755 Movie Vector: [1.00051966654161, -1.124385549576715] User Vector: [2.2445594974335004, -0.4664304458002117] Predicted: 2.770173573045353 Movie Vector: [1.651584379859749, -0.4899156831328115] User Vector: [2.0138329575491056, -0.4216405247185922] Predicted: 3.53258336203885 Movie Vector: [1.7872392792413456, -0.27865984743160055] User Vector: [1.9235390458555812, -0.7179407119705293] Predicted: 3.637885787170157 Movie Vector: [2.1106742632572377, -0.19761944362818307] User Vector: [2.1402384177269678, -0.15502441793887262] Predicted: 4.547981984752567 Movie Vector: [1.9496116062290765, 0.6243022914863336] User Vector: [1.8622862346442541, 0.19627503134868962] Predicted: 3.753269809015622 Movie Vector: [2.08255694776554, 0.47963301169443373] User Vector: [1.5878934445827895, -0.1711150117780914] Predicted: 3.224806116881989 Movie Vector: [1.3575673304082867, -1.1041555107629517] User Vector: [1.7265712850990818, -0.3063872112201212] Predicted: 2.682235897967555 Movie Vector: [1.2036616078789417, 0.13072591273053627] User Vector: [1.8723099433932233, -0.14143937588882668] Predicted: 2.2351378054033133 Movie Vector: [1.8022899592000412, -0.36935085954407076] User Vector: [1.9371237231427765, -0.3135924530012361] Predicted: 3.6070842780109666 Movie Vector: [1.8770012326815493, 0.23797182943531436] User Vector: [2.224427261750209, -0.5617724226025508] Predicted: 4.041566701182548 Movie Vector: [2.160544167757806, -0.20613936116963116] User Vector: [2.2097095188985247, -0.022221015914155613] Predicted: 4.778755639520199 Movie Vector: [1.3335659693982564, -1.3360543121945658] User Vector: [1.8096845935453554, -0.6369382118067164] Predicted: 3.264317833782261 Movie Vector: [0.5150110238760824, 0.01732487171976009] User Vector: [1.055640777546234, -0.13449369863754426] Predicted: 0.5413365516134182 Movie Vector: [1.8225008279649313, -0.6555497874561801] User Vector: [2.0125892786342536, -0.48673526871118566] Predicted: 3.987024828615316 Movie Vector: [1.5090397338696264, -0.5448692135375948] User Vector: [1.4266408802869759, -0.7866713078334586] Predicted: 2.5814907511275953 Movie Vector: [2.040962652992624, -0.5055927317091211] User Vector: [2.051055031877621, -0.5733961205622023] Predicted: 4.476031630241277 Movie Vector: [1.9388537638252685, -0.3114357637834481] User Vector: [1.9719175014498147, -0.35197925851824524] Predicted: 3.932878598851454 Movie Vector: [1.4869961330980674, -0.5327140394584441] User Vector: [1.6765166921016441, -1.0065382364206017] Predicted: 3.029170888022505 Movie Vector: [2.080481438376523, -0.35332442598668595] User Vector: [1.9312548711817472, -0.5554232459188694] Predicted: 4.214184511811814 Movie Vector: [1.5840687824000632, -0.6714715741589704] User Vector: [1.8565279761720994, -0.24479481446872278] Predicted: 3.105240770123858 Movie Vector: [2.1276949771225206, -0.4529106138530484] User Vector: [2.0516008323884827, -0.6787348313034948] Predicted: 4.672586995222468 Movie Vector: [1.9155776516216494, -0.22164092791556259] User Vector: [1.6932019964961644, -0.9434140676327616] Predicted: 3.4525590735279312 Movie Vector: [1.8834781455508167, -0.02779659545780339] User Vector: [1.8920869572770755, -0.228348819913255] Predicted: 3.570051753283509 Movie Vector: [2.0150185783759005, -0.49833976603750424] User Vector: [1.9496520203279908, -0.8027753965324378] Predicted: 4.32863994561765 Movie Vector: [1.930196250933967, -0.3273422265205487] User Vector: [2.0640299516903404, -0.37924729102551225] Predicted: 4.1081265272142895 Movie Vector: [1.690219538723133, 0.9063409576498171] User Vector: [1.8297897019253118, 0.352225295960145] Predicted: 3.4119825179975476 Movie Vector: [1.2808122399767436, -0.5667424920164627] User Vector: [1.8139518456131913, 0.13294373249112112] Predicted: 2.247986864339792 Movie Vector: [2.2324057528336283, -0.07305856745431792] User Vector: [1.7472700076732426, -0.5144071211833463] Predicted: 3.9381974642453597 Movie Vector: [2.051415316777518, -0.22728636684172907] User Vector: [1.7179161156391312, -0.6484945362976177] Predicted: 3.671553399632849 Movie Vector: [1.604787120994645, -1.2151725076773718] User Vector: [2.060401889851221, -0.5919349926300629] Predicted: 4.0258095462825265 Movie Vector: [1.6443419375631547, 0.11112763737693113] User Vector: [2.0735756090865616, -0.7544892203096182] Predicted: 3.3258227302497247 Movie Vector: [1.590141644612549, -0.14787328846369088] User Vector: [2.072827916915086, 0.02547383755650228] Predicted: 3.2923230926728886 Movie Vector: [2.0197191947658797, -0.5323328270111678] User Vector: [1.8031604451098513, 0.008471983101099617] Predicted: 3.6373678475163547 Movie Vector: [1.785229274050643, -0.07547420694511646] User Vector: [2.1478704097187857, -0.25320903313405013] Predicted: 3.8535518832642572 Movie Vector: [1.9918027284803872, -0.16923385515129077] User Vector: [1.6362142643823623, -0.19033185753589008] Predicted: 3.2912266301842235 Movie Vector: [1.8437242716391287, -0.3515106834840237] User Vector: [1.9253214510681183, -0.11800442527425296] Predicted: 3.5912417062240487 Movie Vector: [1.9936413116574414, -0.10394804059710902] User Vector: [2.089749710447734, 0.06572837216041601] Predicted: 4.159379018275066 Movie Vector: [2.1994983960254926, -0.26145330160916364] User Vector: [1.8017743111263078, -0.44780908079811294] Predicted: 4.080080869987483 Movie Vector: [1.396270951608092, -0.6366623054405035] User Vector: [1.59933476974738, -0.21430559674138092] Predicted: 2.3695449761852534 Movie Vector: [1.6804697955976162, -0.5181146558203511] User Vector: [2.034863170560889, -0.43224805407485223] Predicted: 3.6434801480675834 Movie Vector: [1.3882617196603433, -0.2959986481259766] User Vector: [1.9716051371809737, -0.26505194858627196] Predicted: 2.815558956698718 Movie Vector: [1.5747935849565338, -0.5854254098683999] User Vector: [1.9061164592279394, -0.21143169300405906] Predicted: 3.125517457708292 Movie Vector: [2.086315897581929, -0.5094357920646782] User Vector: [1.6133172036878918, -0.10258721397208442] Predicted: 3.4181509285020497 Movie Vector: [1.1926421808283758, -1.577183956538428] User Vector: [1.9415200155900303, -0.25863734016373063] Predicted: 2.723457328983244 Movie Vector: [1.8743030293412435, -0.625632002375649] User Vector: [2.0604762947759103, 0.026622461636482197] Predicted: 3.8453010972025083 Movie Vector: [1.3897676535719226, -0.34056957495810813] User Vector: [1.9458530798312605, -0.2730464229451946] Predicted: 2.7972749731590665 Movie Vector: [1.9434212511771283, -0.67423669986525] User Vector: [1.9393234830651624, -0.24875563310116874] Predicted: 3.936642647030707 Movie Vector: [1.9280114159650084, 0.41294393952964104] User Vector: [1.847794548905608, -0.042055233691991815] Predicted: 3.5452025307693145 Movie Vector: [2.28170370071568, -0.0875721888974185] User Vector: [1.5767365538720235, -0.37968352906583436] Predicted: 3.630895347752076 Movie Vector: [2.1032057162345237, 1.4629008736044657] User Vector: [1.6802716531726056, -0.5420282337233869] Predicted: 2.741023369147229 Movie Vector: [1.617213156630295, -1.6038271997600417] User Vector: [2.0487407932624, -0.25463624759372355] Predicted: 3.7216431053247874 Movie Vector: [1.4828379009507429, -0.5747382683362323] User Vector: [1.832435343646646, -0.37077504549049833] Predicted: 2.9303031861884428 Movie Vector: [1.5224607544153317, -1.0217399983112099] User Vector: [1.949077235041519, -0.9480181536607825] Predicted: 3.9360216643954242 Movie Vector: [2.0463517724141718, -0.7748663494263508] User Vector: [1.951833661125141, -0.023215612393304365] Predicted: 4.012127268725971 Movie Vector: [2.1537214029459983, -0.21183337643453387] User Vector: [1.8989797401647748, -0.4240846725935808] Predicted: 4.179708598243338 Movie Vector: [0.995513789760687, 0.3678232134122772] User Vector: [2.0280524760249334, -0.16967176523690156] Predicted: 1.9565449923263556 Movie Vector: [2.093125962775024, -0.13903094296343368] User Vector: [1.8277285598033732, -0.5672503987762977] Predicted: 3.9045314592680955 Movie Vector: [2.0226397193542325, -0.1912428157655864] User Vector: [1.659744745749584, -0.3828693980534925] Predicted: 3.430286668496825 Movie Vector: [1.5569009659607118, 0.23070935697452685] User Vector: [1.832993369127147, -0.23071669459176747] Predicted: 2.8005606467410797 Movie Vector: [1.5072981121274462, -1.1381741638017788] User Vector: [1.8447496762955906, -0.6280917667150585] Predicted: 3.495465525799755 Movie Vector: [1.723150977443752, -0.5516143421563441] User Vector: [2.0669689378031064, -0.059473271910035194] Predicted: 3.594505855281836 Movie Vector: [1.778002765528429, -0.16249963588110622] User Vector: [1.9296980600180873, -1.279473578778149] Predicted: 3.6389224780179488 Movie Vector: [0.9307688892439379, -0.7755611779540014] User Vector: [2.0183768565384805, 0.0406750216713611] Predicted: 1.847096417115247 Movie Vector: [1.735757822447676, -0.4913204098660796] User Vector: [1.6693119784798491, -1.3920457282084313] Predicted: 3.5814618024876963 Movie Vector: [2.0499218737349287, 0.23371532274905854] User Vector: [1.903347016883637, -0.33438479226823103] Predicted: 3.8235618335705457 Movie Vector: [2.0927814627382326, 0.06007805726214539] User Vector: [1.7744831734193511, -0.4100879070016638] Predicted: 3.688968206513571 Movie Vector: [1.953468074258554, 0.005454492629827802] User Vector: [1.959236927025236, -0.7621136213182786] Predicted: 3.823149843721663 Movie Vector: [1.94155187859527, -0.23573253853190917] User Vector: [2.1206766868375717, -0.22851791172883715] Predicted: 4.17127291265453 Movie Vector: [2.177438745013178, -0.04062687035748934] User Vector: [2.2224111770263733, -0.02343289194582543] Predicted: 4.84011620927075 Movie Vector: [1.9769574618225227, 0.2449306475130119] User Vector: [1.927305276678546, 0.2156350957912487] Predicted: 3.8630161915782537 Movie Vector: [1.9235093506817247, -1.3209653802142587] User Vector: [1.690719930336287, -0.35078543035544174] Predicted: 3.715491004768901 Movie Vector: [2.079200826083688, -0.413372962924402] User Vector: [1.8563879706985829, -0.4367366371348546] Predicted: 4.0403385199183885 Movie Vector: [1.3457884574097652, -0.16490332936671892] User Vector: [1.9722379725570514, -1.0162617372805243] Predicted: 2.821800042718081 Movie Vector: [1.9828648010625598, 0.2596245025786556] User Vector: [1.926873312960802, 0.216957028144666] Predicted: 3.8770566288897785 Movie Vector: [1.8941707723296475, -0.5556526820978556] User Vector: [1.8889465843585764, -0.43174112666361564] Predicted: 3.8178855255865223 Movie Vector: [1.8469878071194794, -0.2617719084115478] User Vector: [1.6236520532071836, 0.0396318450931132] Predicted: 2.988491041554281 Movie Vector: [1.8049846293110496, -0.5526948517023823] User Vector: [2.131036186768904, 0.25618723949699584] Predicted: 3.704894193281668 Movie Vector: [1.6011847088653761, -0.53417703589786] User Vector: [1.629516987463126, -0.652550744630421] Predicted: 2.9577353057019495 Movie Vector: [1.4909824640886933, -0.698724501990569] User Vector: [1.8314664412254513, -0.4174442733065661] Predicted: 3.0223628894090186 Movie Vector: [1.824856178638978, -0.802383979997344] User Vector: [2.093753133262856, -0.8273015897464537] Predicted: 4.4846118840183316 Movie Vector: [2.1957988668487043, -0.3096059246108933] User Vector: [2.1061715723233045, 0.28872724525370613] Predicted: 4.535337486169337 Movie Vector: [2.220142693746981, 0.024922191588126946] User Vector: [2.539950916877066, -0.9138634721571748] Predicted: 5.616277990042071 Movie Vector: [1.930500870009522, -0.11652247323589945] User Vector: [2.150671783941341, -0.47784962798246405] Predicted: 4.207553970491062 Movie Vector: [1.9954884712270444, 0.17631278733273106] User Vector: [1.7745278111214084, -0.05945147161553778] Predicted: 3.5305677342929647 Movie Vector: [1.987295753674662, -0.6705986970749148] User Vector: [1.8795495174699068, -0.2643150817639902] Predicted: 3.912470124337387 Movie Vector: [2.004270594807686, -0.11952320622240807] User Vector: [1.5307163078622559, -0.045242513644906106] Predicted: 3.0733772151293093 Movie Vector: [1.6131953276040636, -0.6865933619999351] User Vector: [1.9592615994438096, -0.35653006152941735] Predicted: 3.4054628313763446 Movie Vector: [1.0758405263627389, -0.5128049964652324] User Vector: [1.9583434422754735, -0.4620043884487045] Predicted: 2.343783398522023 Movie Vector: [1.950018494104229, -0.19373588741221218] User Vector: [1.8412441852057722, -0.22949404747828192] Predicted: 3.6349214462571533 Movie Vector: [1.3979346231031384, -0.8019093390968777] User Vector: [2.1486905596545984, -0.5087952760504577] Predicted: 3.4117366112292586 Movie Vector: [1.979086273100796, -0.5895201523841002] User Vector: [1.8206940947828623, 0.6011410486206669] Predicted: 3.248925927913249 Movie Vector: [1.9985816308007103, -0.2524753044520535] User Vector: [1.7555386122125292, -0.3950596695395675] Predicted: 3.608330032873062 Movie Vector: [1.3078505973807757, -1.1988216172691755] User Vector: [1.6973837045098086, -0.1570931485733014] Predicted: 2.4082509543620993 Movie Vector: [1.6511109731948277, -0.8013309250612977] User Vector: [1.913604953581906, -0.22866638507309547] Predicted: 3.34281158310011 Movie Vector: [1.9353020486485666, 0.10569605206946771] User Vector: [1.490332966710538, -1.4564729099868483] Predicted: 2.7303010071116613 Movie Vector: [1.6463143603795434, -0.5522495002704646] User Vector: [1.5891498839773992, -0.4608364229109938] Predicted: 2.8707369590465026 Movie Vector: [1.5513111591011424, -0.6034274389317663] User Vector: [2.1184959719697454, -0.6437249142210978] Predicted: 3.674887718192495 Movie Vector: [2.1523421391230975, 0.06390481111751639] User Vector: [1.8541593228050066, -0.4362935520939458] Predicted: 3.9629039860828077 Movie Vector: [1.6327376219685106, -0.41630109821468764] User Vector: [2.025238617136807, -0.5670008091964579] Predicted: 3.542726343219847 Movie Vector: [2.111057340064233, 0.0641706350976495] User Vector: [2.2698174172802537, -0.5110540796432392] Predicted: 4.758920054495168 Movie Vector: [2.189926556696415, 0.05409078871959644] User Vector: [1.7466647322027542, 0.1680218923444213] Predicted: 3.834155919374912 Movie Vector: [1.9050944941404093, -0.030405390826474272] User Vector: [2.053606393032269, -0.5011851648856671] Predicted: 3.927552963312101 Movie Vector: [2.050674267354722, -0.38818349071664937] User Vector: [1.8386490174710137, -0.49904978693837926] Predicted: 3.9641931151599903 Movie Vector: [1.9021763923232275, 0.27579012305861156] User Vector: [2.054773584536215, 0.06005020497137266] Predicted: 3.9251030574929135 Movie Vector: [1.7555823362972394, -0.954583155737569] User Vector: [1.7545449449967836, 0.22641413104141495] Predicted: 2.8641169979628716 Movie Vector: [1.8843423196974323, -0.20733224843406658] User Vector: [2.1562603191801126, -0.4033352588057434] Predicted: 4.1467569777963105 Movie Vector: [1.7892973823786409, -0.895084237861755] User Vector: [1.9910979627966732, 0.0013476946850819703] Predicted: 3.561460072621465 Movie Vector: [1.7884441245972982, -0.39866783447618076] User Vector: [1.5901358819955598, -0.09692680799467394] Predicted: 2.882510776112227 Movie Vector: [2.442015603422209, -0.29574191120804766] User Vector: [1.816417736647697, -0.09691273436381126] Predicted: 4.4643816125076805 Movie Vector: [2.3390652461096413, -0.10138504427542418] User Vector: [2.2772554889296113, -0.5031742516410149] Predicted: 5.3776635144485505 Movie Vector: [1.3424549363632288, -0.5531808397286181] User Vector: [1.899615469025062, -0.6971109283540011] Predicted: 2.9357765723155076 Movie Vector: [1.9839727385603676, 0.24571554645438476] User Vector: [2.087968212095502, -0.14334027074868735] Predicted: 4.107251078822175 Movie Vector: [1.8875963163048626, -0.03633851144105407] User Vector: [1.5980162583435849, -0.1968753709272064] Predicted: 3.0235637605635306 Movie Vector: [1.3680327350444188, -0.9271976903928155] User Vector: [2.060610400406191, -0.7901157903936823] Predicted: 3.5515760179245723 Movie Vector: [1.9397033873747735, 0.060146379254952406] User Vector: [1.4757982559124583, -1.2507539723086616] Predicted: 2.7873825533020633 Movie Vector: [1.9956733967326743, 0.2228011624319866] User Vector: [1.7497481752116641, -0.4709089991652538] Predicted: 3.3870068118377583 Movie Vector:
avg loss: 0.9298244320928876: 83%|█████████████████████████████████████▎ | 58112/70000 [01:22<00:17, 670.10it/s]
[1.7671673256021818, -0.35550650304177167] User Vector: [1.8700408074199155, 0.09921711644006559] Predicted: 3.269402682307701 Movie Vector: [1.887002339265725, -0.157490730302305] User Vector: [1.6100727056647157, 0.02278333505345057] Predicted: 3.0346227979009237 Movie Vector: [2.1735348648653914, -0.20626999666026682] User Vector: [2.008014503783242, 0.05327076396526295] Predicted: 4.35350137282305 Movie Vector: [1.871178559422133, -0.640903184320794] User Vector: [1.7835548692860101, -0.7336411503244443] Predicted: 3.8075425803526337 Movie Vector: [1.9807802374703531, 0.37058916163816924] User Vector: [2.0083222649489993, -0.21149635727248875] Predicted: 3.899666795151538 Movie Vector: [1.3536144894986433, -0.9448262880935901] User Vector: [1.542653091029297, -0.30237962388279954] Predicted: 2.373853793915447 Movie Vector: [1.645676511317325, -0.5107238250054794] User Vector: [1.8352838059691141, -0.46135962200097735] Predicted: 3.2559108019358556 Movie Vector: [1.8034713038276864, -0.3535803546815083] User Vector: [1.865922910075476, -0.327767039405715] Predicted: 3.4810304095217504 Movie Vector: [1.8188716061191836, -0.3334995465725094] User Vector: [2.091836199871132, -0.5846711647006964] Predicted: 3.9997690369195587 Movie Vector: [2.274979302753768, -0.13611724186595267] User Vector: [1.8395457154444321, 0.12161878327860752] Predicted: 4.168374015766478 Movie Vector: [1.327622026026303, -0.05072712343693982] User Vector: [1.8128241817852568, -0.6179864517962921] Predicted: 2.438093988073845 Movie Vector: [1.2224734486750906, -1.4164101521055408] User Vector: [1.9009801534049282, -0.05605656317508513] Predicted: 2.4032968491691618 Movie Vector: [1.7346539509725332, -0.6910885252819436] User Vector: [1.8442098175970698, -0.2918011871949982] Predicted: 3.400726298651204 Movie Vector: [1.2021017392577438, -1.4158094262042773] User Vector: [1.9757546126749723, 0.32262656195725714] Predicted: 1.9182803286801313 Movie Vector: [1.8952161825242277, -0.21029597532046274] User Vector: [1.7468767792153281, 0.47451369244961267] Predicted: 3.210920821088087 Movie Vector: [0.8735608795731105, 1.8392288421511487] User Vector: [1.1040458044522468, -0.4024986786266598] Predicted: 0.22416404536842827 Movie Vector: [1.0579510009434707, -0.5085845726761532] User Vector: [1.8029082588239083, -0.025771964165730025] Predicted: 1.9204958204142566 Movie Vector: [1.8280218820808163, -0.6262299796833991] User Vector: [2.013217634825056, -0.48696128713653103] Predicted: 3.9851556468013003 Movie Vector: [1.9891596214121718, 0.26033327025246694] User Vector: [1.7852481327674454, -0.12449895205377591] Predicted: 3.5187322805713137 Movie Vector: [1.8075290954251402, -0.43268369774940635] User Vector: [1.7454580737484486, 0.27849919771865483] Predicted: 3.0344641904558904 Movie Vector: [1.9571285251650095, -0.48016731801547086] User Vector: [1.8371251395304466, 0.6702516760681846] Predicted: 3.2736570651797505 Movie Vector: [1.3567658617913119, -1.1336723980416739] User Vector: [1.3497950293880696, -0.2565021492236151] Predicted: 2.122145222902512 Movie Vector: [2.258041941312119, -0.09061765280983616] User Vector: [1.4888330439111614, -0.09240317266346366] Predicted: 3.3702208153817352 Movie Vector: [1.5380310209952968, -0.547093872623919] User Vector: [1.8247905526759394, -0.7352850436570968] Predicted: 3.2088544188515553 Movie Vector: [1.960611759859648, -0.11823280680240328] User Vector: [1.6033462583299871, -1.3609283153146248] Predicted: 3.304445903785252 Movie Vector: [1.6623178585546865, -0.33011241194563334] User Vector: [1.9233372217785543, -0.8508402324958407] Predicted: 3.478070733115032 Movie Vector: [1.7043706178705593, -0.7630834176992188] User Vector: [1.6547998289405728, 0.3642269650203332] Predicted: 2.5424566496176104 Movie Vector: [1.8035348610615753, -0.8575536917414963] User Vector: [1.6699929534163847, -0.1739764842518136] Predicted: 3.1610846855599783 Movie Vector: [2.128936492006852, 0.37649634894457495] User Vector: [1.8572980900938647, 0.757023841621707] Predicted: 4.2390863929700275 Movie Vector: [1.355506660075164, -0.12825215813104723] User Vector: [1.83356683719184, -0.23254247646613477] Predicted: 2.5152361339704132 Movie Vector: [2.1664576170514005, -0.3198316553674662] User Vector: [2.059339261833469, -0.7554513387102826] Predicted: 4.703088482101406 Movie Vector: [1.305441667451806, 0.11415449883561482] User Vector: [1.3450646376780333, -1.488763457605459] Predicted: 1.5859543770531428 Movie Vector: [1.6314205783233409, 0.16647474529265238] User Vector: [1.9333510495178976, 0.21780518437325522] Predicted: 3.1903677498984835 Movie Vector: [1.9238676860763708, -0.2722407380589499] User Vector: [2.1561991252303145, -0.04530234029128656] Predicted: 4.160574964333438 Movie Vector: [1.8802996379380137, -0.6446550164902574] User Vector: [1.6083366659336846, 0.02292822632326229] Predicted: 3.009374054519024 Movie Vector: [2.237867502661811, 0.41982870505780295] User Vector: [2.266220845320643, 0.6548402050129801] Predicted: 5.346422698888231 Movie Vector: [1.5400246878205657, -0.673278380115146] User Vector: [1.9951850680590262, -0.5669496781886104] Predicted: 3.454349222519487 Movie Vector: [2.371335844101149, -0.291970879577063] User Vector: [1.999242466737708, -0.07280632109653476] Predicted: 4.762132648033652 Movie Vector: [1.830751016274242, -0.4610072976581916] User Vector: [2.096201628287821, 0.022893863597791376] Predicted: 3.8270690231134763 Movie Vector: [1.9417238168422688, -0.6641900602722984] User Vector: [1.8273878708675815, -0.20658695900726592] Predicted: 3.685495556226774 Movie Vector: [1.9613124361761756, -0.14920791350879523] User Vector: [1.3437223525092128, -0.6484739971161958] Predicted: 2.732216812818642 Movie Vector: [1.9189545607255862, -0.1898640556047088] User Vector: [1.9427096130988255, -0.22503510256064058] Predicted: 3.7706975494470147 Movie Vector: [2.1567884406807147, 0.39640034869103896] User Vector: [1.5781189792319286, -0.3848688023884611] Predicted: 3.251106644959184 Movie Vector: [1.379125145636262, -0.13124757722968727] User Vector: [1.6859156717081047, -0.35239212531094233] Predicted: 2.371339308956778 Movie Vector: [2.011657790656853, -0.33355705686951914] User Vector: [2.0319275046948166, -0.13591377971414562] Predicted: 4.13287779521873 Movie Vector: [1.4122626039709307, -0.8081050579019915] User Vector: [1.616543544652743, 0.5563356035643059] Predicted: 1.8334063806724088 Movie Vector: [1.7046112857827804, -0.19785166013125824] User Vector: [1.9135627187154374, -0.501093050554803] Predicted: 3.361022698308019 Movie Vector: [1.4959949889412985, 0.2152136791393106] User Vector: [1.9974260973766784, 0.05813219674707361] Predicted: 3.000650276394473 Movie Vector: [2.0266451108369337, 0.20290302480319897] User Vector: [1.8878201047217535, -0.283731178322621] Predicted: 3.768371471061374 Movie Vector: [1.092329211752877, -0.9499637720016058] User Vector: [1.7218624040502113, -0.7623449582133078] Predicted: 2.6050406946338014 Movie Vector: [2.153663899374925, -0.26031079940185803] User Vector: [2.038087948013644, -0.22288689270523862] Predicted: 4.4473763026044 Movie Vector: [1.986006722501887, -0.08375356191136607] User Vector: [2.0516490014626854, -0.3605057437041153] Predicted: 4.104782349243902 Movie Vector: [1.9395868757171923, -0.03644097750598359] User Vector: [1.6926576463147511, -0.5960730131989421] Predicted: 3.304778039140351 Movie Vector: [1.9033116774866587, -0.5577419442950465] User Vector: [1.7443373225990124, -0.3972324273629909] Predicted: 3.5415707819529887 Movie Vector: [1.948994941385977, -0.5295392620547826] User Vector: [1.9462142100496869, -0.4909935780840625] Predicted: 4.0531620272526165 Movie Vector: [1.1803332556936237, -1.0513517718915233] User Vector: [1.4610265746221422, -0.8607739382177197] Predicted: 2.6294744586219005 Movie Vector: [1.6325639595009944, -0.9052801586140518] User Vector: [2.145190093322423, 0.2518532462005585] Predicted: 3.274162285968857 Movie Vector: [0.8292145717354156, 0.9605634570480077] User Vector: [1.919673289536367, 0.38554912254957735] Predicted: 1.962165462672863 Movie Vector: [1.8646362387983828, -0.352792393956118] User Vector: [1.6713404485392156, -0.24084128516704983] Predicted: 3.2014089412733164 Movie Vector: [1.348544307652821, -0.33478502356432094] User Vector: [1.9640518049685762, -0.6424988469707162] Predicted: 2.8637098731487622 Movie Vector: [2.0984564620273733, -0.30727875598506316] User Vector: [1.8743190604515751, -0.17140903406374905] Predicted: 3.985847299057393 Movie Vector: [1.662417920885084, -0.45583500690047984] User Vector: [2.0188644124182717, -0.749476083073004] Predicted: 3.6978338145405973 Movie Vector: [1.9348728720632373, -0.2646130398774214] User Vector: [1.8952005953689832, -0.8581483231712461] Predicted: 3.894049455557597 Movie Vector: [1.7433118665850378, -1.114216220782123] User Vector: [2.011211382346963, -0.6169471879120233] Predicted: 4.193581233193851 Movie Vector: [1.5785939139413527, -0.46022516849240314] User Vector: [1.4117656407860075, -0.6565753405345621] Predicted: 2.5307771451817813 Movie Vector: [1.9258787569346423, -0.03161363413516454] User Vector: [1.7853652008962855, -0.7979914901470895] Predicted: 3.463624324788991 Movie Vector: [2.0119898563796945, 0.2587411440508325] User Vector: [2.212127726399294, 0.01831133689616031] Predicted: 4.455516442789268 Movie Vector: [1.715295598046135, -0.9597819321266421] User Vector: [2.072586812810991, 0.45860084297288856] Predicted: 3.114942233439736 Movie Vector: [1.9027521258242202, -0.5059324568583796] User Vector: [1.6957730136761804, 0.29039273545997346] Predicted: 3.0797165965826068 Movie Vector: [0.7340002762556461, -1.9569360950103376] User Vector: [1.7875342350771908, 0.07056003509815321] Predicted: 1.1739691428143106 Movie Vector: [1.4072880353385555, -0.1371342183729147] User Vector: [2.50625989750956, -1.7065855180668639] Predicted: 3.7610608383206734 Movie Vector: [1.7792891437217888, -0.6798259157442541] User Vector: [2.1981718000103396, -0.47643391234839777] Predicted: 4.235075340547647 Movie Vector: [1.7646256142099916, 0.033860541786582404] User Vector: [2.0343459960461074, -0.4277253844393179] Predicted: 3.57537603953551 Movie Vector: [1.649662830914301, -0.12258204682241652] User Vector: [1.6847503094258849, 0.13073079407335075] Predicted: 2.763244716511019 Movie Vector: [2.129435710103301, -0.25766118566566487] User Vector: [2.101943790315095, -0.6233912367012902] Predicted: 4.636577892908888 Movie Vector: [1.5305816963460426, -0.6065990163619562] User Vector: [2.1333961961457475, -0.5000218379149426] Predicted: 3.5686499239136547 Movie Vector: [1.7329664964986489, -1.111042736861572] User Vector: [1.9425052060213748, -0.5044523613898114] Predicted: 3.926764573524067 Movie Vector: [1.1462879777137187, -0.22017267116355801] User Vector: [1.9418893399405677, -0.46424283296049645] Predicted: 2.3281779890257512 Movie Vector: [2.068390124627887, -0.5082959324627054] User Vector: [1.6951284591010207, 0.12995962144003] Predicted: 3.440129017817878 Movie Vector: [2.1279840065540223, -0.3057179339938518] User Vector: [1.9512195324011044, -0.06689349419223581] Predicted: 4.172614499067448 Movie Vector: [1.3580741360741868, -0.8394533685779098] User Vector: [1.0619175403642416, -0.134282549544426] Predicted: 1.5548866847684915 Movie Vector: [1.5992533344352473, -0.3888113957189876] User Vector: [1.4961544080878677, -0.3681939755134324] Predicted: 2.535887939479217 Movie Vector: [2.204160326516366, -0.5487798000729248] User Vector: [1.5427827835938852, 0.2773106554357042] Predicted: 3.2483581179820282 Movie Vector: [2.3293509057690844, -0.3764267813856379] User Vector: [1.290882183364032, 0.419916749764483] Predicted: 2.848849672496419 Movie Vector: [2.2013776102810274, -0.500899816569808] User Vector: [1.6447553510820123, -0.5613658137112103] Predicted: 3.901915637378359 Movie Vector: [1.6804583504648332, -0.33197196383396527] User Vector: [2.1916285233201336, -0.49946281447015106] Predicted: 3.848748104511925 Movie Vector: [1.506779386187383, 0.22409950605520773] User Vector: [1.7611774177627926, -0.16373937649526848] Predicted: 2.617011915109323 Movie Vector: [1.7354056351969336, 0.4318894831069286] User Vector: [2.3495958878966947, -0.5048368300769069] Predicted: 3.8594682266962113 Movie Vector: [1.933890042321592, -0.37002658372612857] User Vector: [1.6082868807448414, -0.1048722509115996] Predicted: 3.149055504601391 Movie Vector: [1.6190856201506458, -0.5903384045295339] User Vector: [2.1841849069506103, -0.3230290298448138] Predicted: 3.72707881668912 Movie Vector: [1.8144959385775763, -0.4552795728938992] User Vector: [2.1154363935406666, 1.02245106682706] Predicted: 3.3729496593887993 Movie Vector: [2.2829568535915907, -0.09216397591884452] User Vector: [1.9676450621969224, -0.5639398440790614] Predicted: 4.544023718387495 Movie Vector: [1.4672903563117081, 0.2181924310491165] User Vector: [2.0056253645970425, -0.15098663583985664] Predicted: 2.909890614717568 Movie Vector: [1.4510302037746332, -0.09279660963180723] User Vector: [1.849474209308003, 0.17331313157454067] Predicted: 2.6675600677933313 Movie Vector: [2.2967243498274126, -0.17734521792663904] User Vector: [1.5924708544455761, -0.043125457561307805] Predicted: 3.6651146814650164 Movie Vector: [1.5199009179760135, -0.3503931288789784] User Vector: [2.054256494679688, -0.4273433315746507] Predicted: 3.272004499077854 Movie Vector: [1.3170595883137692, -0.5640859398083741] User Vector: [1.6872803949582627, 0.1577998341609074] Predicted: 2.1332361545993623 Movie Vector: [2.306797283007387, -0.09899679770455355] User Vector: [2.045077519664657, -0.5720591583142792] Predicted: 4.774211290672593 Movie Vector: [2.314896620239742, -0.3311109608114332] User Vector: [2.0008708343389894, 0.0486465288537515] Predicted: 4.6157017330386925 Movie Vector: [1.4062538995764735, -0.39444784386691334] User Vector: [1.968107537805166, -0.5366903191376245] Predicted: 2.979355239032448 Movie Vector: [1.4687092547768341, -0.19735843523714972] User Vector: [1.6738619734171571, -0.6673448361694555] Predicted: 2.5901227042067894 Movie Vector: [1.7846829619685398, -0.46151043425405036] User Vector: [1.9440212040646887, -0.23894148870301482] Predicted: 3.579735510812453 Movie Vector: [2.19314269826389, 0.015324184470170503] User Vector: [2.356076269653995, -0.5032240608944568] Predicted: 5.159499969005508 Movie Vector: [1.2700891822019773, -1.2470141814098186] User Vector: [2.254931107678936, -0.3327802477232896] Predicted: 3.2789452946777535 Movie Vector: [1.6606001086998392, -0.6553152028751864] User Vector: [1.7635769304601783, 0.15910118419370325] Predicted: 2.8243346176251216 Movie Vector: [1.2564593570775113, 0.8292565260621556] User Vector: [1.5266203009318464, -0.09391961594766003] Predicted: 1.8402529073604563 Movie Vector: [1.9404089069281634, 0.7705575104738559] User Vector: [1.781408926992218, -0.18447617562144222] Predicted: 3.3145122461884458 Movie Vector: [2.1474013124489377, -0.4245162420592074] User Vector: [1.7689164969712103, 0.12584469179658198] Predicted: 3.74515049156397 Movie Vector: [1.914667602752576, -0.272047441762441] User Vector: [1.5510586706808822, -0.4480588793178932] Predicted: 3.0916550585985414 Movie Vector: [1.1299719037033014, -0.752178184088545] User Vector: [1.8342361113643317, -0.07888133422257809] Predicted: 2.131968089333715 Movie Vector: [2.281040573382378, 0.4136761449251166] User Vector: [2.078161633514579, -0.565267894600736] Predicted: 4.506533160604985 Movie Vector: [2.091451917381239, -0.7368623022274831] User Vector: [1.7841411596973311, 0.07960639638538766] Predicted: 3.6727864968152004 Movie Vector: [1.4022735706729117, 0.08157524025083428] User Vector: [1.7861095376304836, -0.4891042977841009] Predicted: 2.4647153983465877 Movie Vector: [1.3100257072605281, -2.310484610937013] User Vector: [1.8718323269978487, -0.3028060330178024] Predicted: 3.1517771474349945 Movie Vector: [1.2119539625033813, -0.6624474655664229] User Vector: [1.7563153382251773, 0.16826026056265161] Predicted: 2.0171097504021955 Movie Vector: [1.9632990712379925, -0.28479349455391084] User Vector: [2.010307235067401, 0.28193123070061643] Predicted: 3.866542147095732 Movie Vector: [1.6928545839915556, -0.18411462646656993] User Vector: [1.6902897539665387, -0.06338421609861584] Predicted: 2.8730847195470868 Movie Vector: [1.9580307031089512, 0.6564403526446673] User Vector: [2.0529453884454343, -0.6124649917168733] Predicted: 3.6176833672369555
avg loss: 0.929752265918706: 83%|██████████████████████████████████████▏ | 58182/70000 [01:22<00:17, 677.37it/s]
Movie Vector: [1.9245601553058909, -0.562580793015732] User Vector: [2.0190520203911193, -0.3421364532936515] Predicted: 4.078266467148138 Movie Vector: [1.823194722263012, -0.6557176025346062] User Vector: [2.0832048243149055, -0.29218576273847074] Predicted: 3.989679388921396 Movie Vector: [2.274135401575644, -0.2830325324102784] User Vector: [1.5923924798389826, 0.025248019257228672] Predicted: 3.6141701007759437 Movie Vector: [2.255700971530774, -0.08296517145977711] User Vector: [2.187774589722171, 0.015179532615395652] Predicted: 4.933705895000527 Movie Vector: [1.9035513804984157, -0.8558448504692077] User Vector: [1.8952104931422058, -0.22978650529993383] Predicted: 3.8042921478241927 Movie Vector: [1.7087807075468742, 0.3342749975593607] User Vector: [1.86831375849677, -0.14996532052631217] Predicted: 3.1424088490107485 Movie Vector: [1.6373733800136787, -0.7648086819908586] User Vector: [1.7494580716606059, -0.212048567561965] Predicted: 3.026692661462255 Movie Vector: [1.9801482703973294, 0.07232104261369447] User Vector: [1.6159770013375256, 0.14941067351702453] Predicted: 3.21067959988673 Movie Vector: [1.4007550101088102, -0.5562584775094291] User Vector: [1.400400648159386, -0.3573771667973293] Predicted: 2.1604123027682007 Movie Vector: [2.069490045895933, -0.3501633336938795] User Vector: [1.3768912868056384, -1.4830921356276119] Predicted: 3.3687872987116503 Movie Vector: [2.2093989079497978, -0.2843594793907491] User Vector: [1.83063229008185, -0.19789653943313223] Predicted: 4.1008707394909125 Movie Vector: [1.5274260695987463, -0.8801769351083104] User Vector: [2.234336948427404, -0.4902517930607087] Predicted: 3.8442928239432543 Movie Vector: [1.7640210204073465, -0.6957351471813336] User Vector: [2.213154542147558, -0.5309573442891654] Predicted: 4.273456819834322 Movie Vector: [2.2058348080723937, -0.2841154656204532] User Vector: [1.962097450561724, -1.0298463955643193] Predicted: 4.620658141472455 Movie Vector: [1.7083984570506925, -0.2907823041069511] User Vector: [1.9355275338960696, -0.27427815699867636] Predicted: 3.38640748694546 Movie Vector: [2.090924708842395, -0.32075960765291844] User Vector: [1.6764077998873492, 0.22737589050034102] Predicted: 3.432309489453953 Movie Vector: [1.8320310970426692, 0.09731534976008727] User Vector: [1.767522331277209, -0.4040265073718683] Predicted: 3.1988378947399614 Movie Vector: [2.150417226871169, 0.13133868711762509] User Vector: [2.340950581461474, -0.2704100672020518] Predicted: 4.998505154419127 Movie Vector: [2.044029769997581, -0.2934178699163031] User Vector: [1.8422324465544018, -0.5238465737933962] Predicted: 3.9192839098580863 Movie Vector: [1.8533055102907803, -0.2501054440554638] User Vector: [2.0357087287416062, -0.3293662584006088] Predicted: 3.855166498638029 Movie Vector: [1.6251699075184565, 0.9601767200903616] User Vector: [1.403324101760939, -0.7782523149517181] Predicted: 1.5333803455041743 Movie Vector: [1.42562701833675, -0.3125854749556572] User Vector: [1.9633836531508735, -0.15426979512143638] Predicted: 2.847275280471942 Movie Vector: [1.8459686493950658, 0.363369687480486] User Vector: [1.9651007008396526, 0.28848882910628026] Predicted: 3.732342382328231 Movie Vector: [1.3804729003844451, 0.2176750518541864] User Vector: [2.0821485445582977, -0.25118976463665427] Predicted: 2.81967189529512 Movie Vector: [2.0491960404728276, -0.12539693488796025] User Vector: [1.5493979540129847, -1.3351218396828757] Predicted: 3.342440338878316 Movie Vector: [1.5331283588386013, -0.555615676157368] User Vector: [2.1771006865078646, 0.23431507169224502] Predicted: 3.2075856755400456 Movie Vector: [2.0189711424995203, -0.6764765616369397] User Vector: [1.7082084535469266, -0.23161986438853444] Predicted: 3.605508982553347 Movie Vector: [1.8616746062790757, -0.3695575226751099] User Vector: [2.099392284266289, 0.2883964634751751] Predicted: 3.8018062216466246 Movie Vector: [2.217440502526086, -0.07704653247680061] User Vector: [1.7988334549131053, -0.2214371005892844] Predicted: 4.005867120985372 Movie Vector: [1.6573456857384714, -0.42319055408041256] User Vector: [2.0340122012102575, -0.20183914011434656] Predicted: 3.456477763955336 Movie Vector: [2.1590113185756494, 0.3267151030077284] User Vector: [1.618857675152468, -0.6473743410217324] Predicted: 3.2836250693057645 Movie Vector: [1.7978946448148891, -0.7917307088736794] User Vector: [2.069007794345236, 0.1529225158436205] Predicted: 3.598784581661949 Movie Vector: [1.740099117114538, -0.3645210550933417] User Vector: [1.849945443704513, -0.47541540381980196] Predicted: 3.3923873579083064 Movie Vector: [1.3282524901612127, -1.684374317418398] User Vector: [2.2504740055510606, -0.47980652930719964] Predicted: 3.79737149721098 Movie Vector: [1.8823113051536826, -0.6393616187472304] User Vector: [2.0106750761019616, 0.272828470578362] Predicted: 3.610280374148151 Movie Vector: [1.7958583437555913, 0.17828734440572636] User Vector: [1.8960972411019197, -0.41769640640061756] Predicted: 3.3306520679398584 Movie Vector: [2.3308483315702166, -0.29049644769260174] User Vector: [1.7142343868304901, 0.24833265860252174] Predicted: 3.923480605294049 Movie Vector: [1.9149919603783894, -0.2089896135960546] User Vector: [1.8972683955146847, -0.6259194248628571] Predicted: 3.7640643828349805 Movie Vector: [1.7517051679399374, -0.22001532324489376] User Vector: [1.5972722122340537, -0.4546251761185746] Predicted: 2.897974493856243 Movie Vector: [1.8457058503880523, -0.4624192729834744] User Vector: [2.0302163469371295, -0.3445882863709476] Predicted: 3.9065264539575946 Movie Vector: [1.4722956731832633, -0.4673913650451587] User Vector: [1.9194141823223911, -0.5534123629966052] Predicted: 3.084605355453698 Movie Vector: [2.3131265141480406, -0.09730181528444459] User Vector: [1.7994190905866576, -0.05725218511196935] Predicted: 4.167854750040548 Movie Vector: [1.6945176473623473, -0.4665785691265307] User Vector: [1.8646015005920127, -0.762377863279948] Predicted: 3.5153093206343797 Movie Vector: [2.303866319350851, 0.3015563479981269] User Vector: [1.9037641387268522, -0.1074385691244009] Predicted: 4.353619296661477 Movie Vector: [2.154673070270965, -0.20677038259169706] User Vector: [1.7763387984720267, -0.3976872996936694] Predicted: 3.9096593278546776 Movie Vector: [1.6929829511987915, -0.7334938859765312] User Vector: [2.1686439858195277, 0.23737983495483986] Predicted: 3.497360637618761 Movie Vector: [1.676596624761365, -0.49515255048329043] User Vector: [1.9934835401402058, 0.10901619644374508] Predicted: 3.2882881272032987 Movie Vector: [1.8584049262727806, -0.3782284521355321] User Vector: [1.9875979340385141, 0.05520831088072037] Predicted: 3.672880438097344 Movie Vector: [1.9595600433340588, -0.17669161586023835] User Vector: [2.1647864653176163, -0.2082094004649644] Predicted: 4.278817915192218 Movie Vector: [1.8855210744422959, -0.15751169094132234] User Vector: [2.1187438202066406, 0.7023561782442019] Predicted: 3.8843068150656705 Movie Vector: [2.1976237888854153, 0.05483123048518885] User Vector: [2.1259952611851594, 0.43431804028625126] Predicted: 4.695951953608978 Movie Vector: [1.9483338942165338, -0.13668946051373207] User Vector: [2.230031947743541, 0.02989383850010007] Predicted: 4.340760656317191 Movie Vector: [1.6482338714901374, -0.6563682491779306] User Vector: [1.8273228633727203, -0.05338780640443482] Predicted: 3.0468974985763917 Movie Vector: [2.221803842127915, -0.30604099904930915] User Vector: [1.9968864967053042, -1.0020223228399663] Predicted: 4.743350003424849 Movie Vector: [1.6926955303989342, -0.7921725490638063] User Vector: [1.5957192785237693, -0.09817142088042699] Predicted: 2.77883559525266 Movie Vector: [1.4813878777832556, -0.03882461895861863] User Vector: [1.5158770541072464, -0.372988956621772] Predicted: 2.2600830462808803 Movie Vector: [1.521119521634574, -0.5569081526917976] User Vector: [1.999696365044222, -0.5375195190401905] Predicted: 3.34112618059492 Movie Vector: [1.6095457767800156, -0.5415870053652633] User Vector: [1.945491964195399, -0.14513108799244506] Predicted: 3.2099594860613925 Movie Vector: [1.7398925620383274, 0.1017967113273791] User Vector: [1.5579048901539267, 0.040218607383264646] Predicted: 2.714681252707738 Movie Vector: [1.4583290290652076, -0.7737851397612241] User Vector: [1.9416634658168492, -0.7193032696941881] Predicted: 3.3881703779470946 Movie Vector: [2.0606484616840497, 0.12666521242942969] User Vector: [2.2443326114761915, 0.18292986318444016] Predicted: 4.6479513933257035 Movie Vector: [1.8064401599907995, 0.2521869251464668] User Vector: [1.6889091764449888, 0.430181703344824] Predicted: 3.1593995639280155 Movie Vector: [1.6323666952033504, -1.6057106201579268] User Vector: [1.8371898339405082, -0.7586674976856378] Predicted: 4.217167955893127 Movie Vector: [1.5284533946601946, -0.8869221290866109] User Vector: [2.04745968399544, -0.5708358201637304] Predicted: 3.6357336254112376 Movie Vector: [2.201421234424682, -0.08334178294600049] User Vector: [1.569774636008024, -0.5706326371569392] Predicted: 3.503292758357178 Movie Vector: [2.146597164754962, -0.14715858216529254] User Vector: [2.1342817217964067, 0.06340648241200667] Predicted: 4.572112284744666 Movie Vector: [2.344397631591626, -0.2878738816158831] User Vector: [1.9153876507567797, -0.522155382527055] Predicted: 4.640745168788733 Movie Vector: [1.7761899738262217, -0.4064251933585076] User Vector: [2.00913863155439, -0.15046419782678666] Predicted: 3.6297643340891277 Movie Vector: [2.1164140124794852, 0.0581687116580952] User Vector: [1.8618475698689452, -0.15123024889203998] Predicted: 3.9316434172297297 Movie Vector: [2.0247453815204097, -0.4800383284527174] User Vector: [1.909274041237753, -0.6272296419878102] Predicted: 4.166888065948774 Movie Vector: [2.118827165515862, 0.0007524535837434738] User Vector: [2.1861561868702326, 0.6398199047324006] Predicted: 4.632568551581486 Movie Vector: [2.0591975808443905, -0.2802853980849219] User Vector: [1.8413987669307346, -0.7559890845685817] Predicted: 4.003696587749773 Movie Vector: [1.8431133267515083, 0.016314351843735683] User Vector: [1.0418934478645612, -0.12190524888382781] Predicted: 1.9183388936923615 Movie Vector: [2.0584758683066964, -0.3366886754325034] User Vector: [2.135249992727925, -0.2206838828412906] Predicted: 4.4696623470356185 Movie Vector: [1.684455066789384, -0.7037953710148728] User Vector: [1.8892197601181528, -0.6835898590053618] Predicted: 3.66341317565033 Movie Vector: [1.890422273049756, -0.6151612793787801] User Vector: [1.7069095081445769, -0.4195250833021425] Predicted: 3.4848553392525474 Movie Vector: [2.030711992319349, -0.31024824459485917] User Vector: [1.9819748625643585, -0.31213598094449735] Predicted: 4.121659762047861 Movie Vector: [1.913787217964769, -0.620903927372156] User Vector: [2.034800681115515, -0.3457368358418379] Predicted: 4.108844893836298 Movie Vector: [1.890628110441682, -0.2607066889652596] User Vector: [1.9062713699354614, 0.03122704080042458] Predicted: 3.595909139716896 Movie Vector: [1.5553803727499627, -0.04041068110987714] User Vector: [2.037430080740545, -0.471014508902545] Predicted: 3.1880127755516017 Movie Vector: [1.542828519437795, -0.15542660653089585] User Vector: [1.7664502580133965, -0.5215378079051413] Predicted: 2.806390687891578 Movie Vector: [1.6891818558616316, -0.3999091638181109] User Vector: [1.6541500498546253, -0.3256711536519118] Predicted: 2.9243991298236622 Movie Vector: [2.1214434539293396, -0.3865063493835297] User Vector: [2.1332831789943274, 0.2849045298958485] Predicted: 4.415522225682213 Movie Vector: [1.6888348184050268, -0.1742129767536048] User Vector: [1.8801272779801637, 0.27176223620411033] Predicted: 3.1278799019476327 Movie Vector: [2.0194104657436145, -0.29622107101042017] User Vector: [2.1091966353157527, 0.28645022019879574] Predicted: 4.174481168649391 Movie Vector: [1.5898344451337014, -0.9287005916865275] User Vector: [1.9245319531783764, -0.41582719025068077] Predicted: 3.445866147548576 Movie Vector: [1.472092607816972, 0.2178309099933722] User Vector: [1.94346101292945, -0.49024553818904626] Predicted: 2.7541639590100173 Movie Vector: [2.1174388987025363, -0.18420205347539764] User Vector: [1.900653077611638, -0.6894735360904041] Predicted: 4.151519200638369 Movie Vector: [2.146810798479307, 0.3315940394199416] User Vector: [2.083704816859252, -0.2923655865984571] Predicted: 4.376373315829226 Movie Vector: [1.8057477969350553, -0.2855679569390062] User Vector: [2.1411101545515407, -0.16753085863597345] Predicted: 3.914146389601633 Movie Vector: [1.5357971359402627, -0.4805437670573511] User Vector: [1.6526196674981997, -0.8640476251822226] Predicted: 2.953301252864308 Movie Vector: [1.9170101363723229, -0.29128518704093576] User Vector: [1.4017344787963324, -0.061617047895826615] Predicted: 2.70508733767639 Movie Vector: [1.8234370454060804, -0.35708879543656274] User Vector: [1.7031965662827713, -0.8993049552464775] Predicted: 3.4268034377675343 Movie Vector: [2.0542085955270273, -0.13007737459964877] User Vector: [1.9324631148747367, -0.6172866439454838] Predicted: 4.049977367134474 Movie Vector: [2.0556321872745067, 0.08666117724846155] User Vector: [1.6484437850513776, -0.1122331060641051] Predicted: 3.378867850366463 Movie Vector: [1.9375209110602585, -0.1607686131889473] User Vector: [1.5856715886791093, 0.7590248029949953] Predicted: 2.9502444961863956 Movie Vector: [1.8434928323963573, -0.1522653039539455] User Vector: [1.840646410618406, -0.4810068747728897] Predicted: 3.466459122942345 Movie Vector: [2.253069298206783, 0.42128443851153347] User Vector: [1.9255009198329298, 0.41506879411581976] Predicted: 4.513149030017236 Movie Vector: [0.9806707950404823, -1.2799500298369433] User Vector: [1.7920666248420816, -0.35390316050538134] Predicted: 2.210405762597649 Movie Vector: [1.978261833608386, -0.18773783097583027] User Vector: [1.9200080400620996, -0.07986199068072473] Predicted: 3.8132717427839036 Movie Vector: [1.9521048656100397, -0.2828620539739063] User Vector: [1.8277701023091204, -0.7494015875417944] Predicted: 3.779976182237572 Movie Vector: [1.4623282749218434, -0.2720531398633371] User Vector: [1.9754100798330492, -0.3111330261551236] Predicted: 2.973342730986167 Movie Vector: [0.7552206373814463, -1.431839597472294] User Vector: [2.039946918971814, -0.5933083172706922] Predicted: 2.390132354548043 Movie Vector: [2.311786408735369, -0.278983709676821] User Vector: [1.901712718307814, 0.0728694040760904] Predicted: 4.376024238832111 Movie Vector: [1.8506608741894348, -0.08318783442123893] User Vector: [1.8743395851797033, -0.15451413875207387] Predicted: 3.48162063182678 Movie Vector: [2.1383261434995253, -0.17563321866818457] User Vector: [1.4869155977517179, -1.1025789815435887] Predicted: 3.3731599912141115 Movie Vector: [2.3278075399756317, -0.08843261420653793] User Vector: [1.6993773841081041, -0.4077947792149899] Predicted: 3.9918858463766695 Movie Vector: [1.6814769835980354, -1.112829507646869] User Vector: [1.7834584278302301, 0.1229699213450748] Predicted: 2.8619997405746562 Movie Vector: [1.83874302540095, -0.028578292736619885] User Vector: [2.058484220902441, -0.3783067898392126] Predicted: 3.795834866266548 Movie Vector: [1.8698646604143616, -0.4723104794240859] User Vector: [1.7689541368436752, 0.01748766252234697] Predicted: 3.2994452201078426 Movie Vector: [1.7422079324278084, -0.47679732108819334] User Vector: [1.9129577143519678, -0.33328905916277274] Predicted: 3.4916814348997827 Movie Vector: [1.8497053926112415, -0.6437859145255479] User Vector: [1.8228936265618911, 0.6737432747677833] Predicted: 2.9380697409063776 Movie Vector: [1.7652722355313641, -0.7638951061165574] User Vector: [2.1016487304584834, 0.06564361605587282] Predicted: 3.659837315665225 Movie Vector: [1.6011254147320635, 0.36406231526316013] User Vector: [2.0247531170397206, 0.23924927400797305] Predicted: 3.3289853188706338 Movie Vector: [1.6037844273262434, -0.16438071351623265] User Vector: [1.8106860428882923, -0.12116973992878467] Predicted: 2.9238680466672915 Movie Vector: [2.3281739422164462, -0.08852053871482793] User Vector: [2.117318731816021, -0.3792212133626071] Predicted: 4.963055164879782 Movie Vector: [1.5828311439552787, -0.7931718211164679] User Vector: [2.2693097251572065, -0.9037730979421665] Predicted: 4.3087814622302805 Movie Vector: [1.8371622185192238, -0.6452699776090237] User Vector: [1.7981522472083682, -0.3003252156079203] Predicted: 3.4972882168674015 Movie Vector: [2.057346854148905, 0.049337731544825174] User Vector: [1.7968896163159214, -0.30333870554599623] Predicted: 3.6818591557590103 Movie Vector: [2.0169751662017177, -0.2612932034978739] User Vector: [1.82812358095106, -0.39045388595842406] Predicted: 3.7893028102063138 Movie Vector: [1.948267308825384, 0.05769382539173259] User Vector: [1.8555391515110038, -0.45420008115277083] Predicted: 3.588881728959541 Movie Vector: [1.8516661849859062, 0.2743139758438627] User Vector: [1.8469326026754933, -0.1577110608076146] Predicted: 3.376640298197531 Movie Vector: [1.9500293392977472, 0.42779541127802184] User Vector: [1.4676958914185911, -0.07163972959615296] Predicted: 2.831402901846581 Movie Vector: [1.7986610095649809, -0.6367550017688361] User Vector: [2.0661890203902473, -0.3559153787103409] Predicted: 3.94300452696746 Movie Vector: [1.345696721592659, -0.5543704930809211] User Vector: [1.3941154216798257, -1.4844742060786953] Predicted: 2.699005250066064 Movie Vector: [1.841958513008282, -0.4127948301964168] User Vector: [2.224434080844554, -0.2212970701723849] Predicted: 4.188665578342154 Movie Vector: [1.956388722443798, -0.17070406646088657] User Vector: [1.7111436879986908, 0.5539103516253964] Predicted: 3.2531074642042928 Movie Vector: [1.8553576074642668, -0.4730125202874999] User Vector: [2.199815218682015, -0.5339084878719157] Predicted: 4.333989300448529 Movie Vector: [1.9489432693647082, -0.09645247412397956] User Vector: [1.9764459029355592, -0.3113257318096702] Predicted: 3.882009076881213 Movie Vector: [1.2917988708266013, -0.8682548467956867] User Vector: [1.7426424959327431, -0.26462881421424966] Predicted: 2.4809088590436854 Movie Vector: [1.3526774724891122, -0.989299408803107] User Vector: [1.7178810865520953, 0.0679454296944266] Predicted: 2.2565206727665688 Movie Vector: [1.1239041300937054, -0.9153816856467742] User Vector: [1.6311691039010825, 0.05577944057260528] Predicted: 1.7822182144198897 Movie Vector: [1.9110967422513185, -0.2603713879106831] User Vector: [1.6905130298645474, -0.3403553425924153] Predicted: 3.3193527370411458 Movie Vector: [1.635574972519382, -0.549094501892466] User Vector: [1.7357509785079293, 1.0377357108712428] Predicted: 2.2691358857167274 Movie Vector: [2.0130813869809034, -0.37761525362514436] User Vector: [1.9684487607245997, 0.22138665356098344] Predicted: 3.8790485841066653 Movie Vector: [1.6739382323126142, -0.9004226660546603] User Vector: [2.0895193114078485, 0.64761145401209] Predicted: 2.914602230532024 Movie Vector: [2.152522079386962, -0.2238984237349272] User Vector: [2.442528160593773, -0.45594783486301527] Predicted: 5.359681796733703 Movie Vector: [1.4318685307104537, 0.6950379642305337] User Vector: [2.058917539521414, -0.5726531063200616] Predicted: 2.5500835829415225 Movie Vector: [1.7595502333048492, -0.44033903751890274] User Vector: [1.4785548854810382, -0.45743812659114874] Predicted: 2.8030194580897816 Movie Vector: [1.7520115699329741, -0.8521860996032786] User Vector: [2.2983817328466163, -0.9183413589790953] Predicted: 4.809389128882639 Movie Vector: [2.042099808380113, -0.28743199248152673] User Vector: [1.1220547439965554, -0.3645819611992091] Predicted: 2.396140297237674 Movie Vector: [2.0457228010611397, -0.7748588682790434] User Vector: [2.0411203904565096, 0.036914005328149424] Predicted: 4.1469633780754815 Movie Vector: [1.9740114830916358, -0.5709605186138863] User Vector: [1.6295942726328179, -0.3892728465794712] Predicted: 3.439097233322863 Movie Vector: [1.9281416034281507, -0.13696014052815328] User Vector: [2.055599029560721, -0.2178171892180547] Predicted: 3.9933182817073107 Movie Vector: [2.1489658300087733, -0.3118979065659554] User Vector: [2.0280023662815894, -0.08994146530097347] Predicted: 4.386160343056921
avg loss: 0.9297481188522061: 83%|█████████████████████████████████████▌ | 58348/70000 [01:23<00:16, 709.48it/s]
Movie Vector: [1.7154066864914317, -0.5013663303548249] User Vector: [2.261098611071688, -0.6266017980249661] Predicted: 4.192860720318375 Movie Vector: [1.6142249456583968, -0.37001518890007346] User Vector: [1.424615688270369, -0.08109061982243604] Predicted: 2.3296549429939586 Movie Vector: [1.9922710045816858, -0.5201080356233172] User Vector: [1.9322186299462234, -0.13286347550123964] Predicted: 3.9186065122034477 Movie Vector: [2.126641877992853, 0.08182653367599475] User Vector: [2.2586322794138125, -0.17125705352579323] Predicted: 4.7892886213302885 Movie Vector: [1.9445345894269621, 0.17075058302872917] User Vector: [2.060702531921797, -0.26649897684478624] Predicted: 3.961602496168845 Movie Vector: [1.990348877136458, -0.15971090360787984] User Vector: [1.7369938509818885, -0.10850001947085541] Predicted: 3.4745523970458967 Movie Vector: [1.8696112072755184, 0.11955021195071194] User Vector: [2.0556548266828134, -0.15947322713412496] Predicted: 3.8242102441518524 Movie Vector: [1.9652416947707048, -0.2934053362481347] User Vector: [1.8920545740581631, -0.6748401718832792] Predicted: 3.916346245265891 Movie Vector: [1.7407481035872538, -0.43398366883314277] User Vector: [1.949074222545486, 0.9247964734659804] Predicted: 2.9915006901681376 Movie Vector: [1.8382250602834291, -0.10341024256796519] User Vector: [1.8208976620994204, -0.11828508042297377] Predicted: 3.3594516035413733 Movie Vector: [1.5886251519623698, -0.1275564448741534] User Vector: [1.7743874879396806, -0.5223374150534116] Predicted: 2.885464096357271 Movie Vector: [1.4089071492385687, -0.7220613124649147] User Vector: [1.6575083561931532, 0.15092752502214724] Predicted: 2.2262964461586288 Movie Vector: [1.5331440394003906, -0.6015046908758673] User Vector: [1.9023492372258828, -0.47943873855929514] Predicted: 3.2049600441417665 Movie Vector: [2.0027853082063762, -0.14131813522921258] User Vector: [2.0747163543162848, 0.3215015088941855] Predicted: 4.109777439409846 Movie Vector: [2.242928952780358, 0.5878230189220481] User Vector: [1.7647835398375855, -0.11072993823992602] Predicted: 3.893194490310684 Movie Vector: [1.6487848766774773, -0.6043154090522045] User Vector: [2.346521740934548, -0.40961531557359] Predicted: 4.11644640623269 Movie Vector: [2.003566999016176, -0.37539754190085217] User Vector: [2.0562024661793754, -0.12613420865814956] Predicted: 4.16708987641255 Movie Vector: [2.0941935611823914, -0.19853947721561369] User Vector: [1.8045110756271265, 0.055257518152954356] Predicted: 3.76802467689432 Movie Vector: [1.6249823704201165, -0.44193756556782604] User Vector: [2.1534938733312887, 0.2799523954571904] Predicted: 3.375668098847844 Movie Vector: [2.2302665316319863, 0.015055454403739173] User Vector: [2.111840543672249, -0.22744507587924867] Predicted: 4.70654299572646 Movie Vector: [2.1152651559923648, 0.4761083007290554] User Vector: [1.9942359869346296, -0.2678065853164241] Predicted: 4.0908329577298135 Movie Vector: [2.0176235365518362, 0.17557120289566702] User Vector: [1.5394624935176766, 0.5259760872066267] Predicted: 3.1984020148852665 Movie Vector: [1.5119268552542224, -0.4232641820077419] User Vector: [1.8174198101476338, 0.054033708925993684] Predicted: 2.724935284623833 Movie Vector: [1.8182068376604124, -0.7427221187433902] User Vector: [1.8902103181419518, -0.4435332989111117] Predicted: 3.7662153165624663 Movie Vector: [1.5555549367965746, -0.7476374802304916] User Vector: [1.6815528560290485, -0.5660051026413885] Predicted: 3.0389144754167745 Movie Vector: [1.6663839630904895, -0.46358673142757306] User Vector: [1.7327864583081118, -0.4279456875216116] Predicted: 3.085877508091674 Movie Vector: [1.4637275335101596, -0.2722735272975215] User Vector: [1.8672371909621368, -0.7314002940012564] Predicted: 2.9322674259196138 Movie Vector: [1.835834730497721, -0.46827419970875467] User Vector: [2.356652110384276, -0.8102734620911257] Predicted: 4.705853948950167 Movie Vector: [2.243541214343524, -0.27239960818316894] User Vector: [1.441009825728996, -0.4480422280473761] Predicted: 3.3550114616666007 Movie Vector: [1.7259688894407474, -0.45688489858463427] User Vector: [1.7806627980548837, -0.44303581578119594] Predicted: 3.275784965789794 Movie Vector: [1.6689859852577953, -0.4561394624353294] User Vector: [2.230958200246272, -0.7930293691806863] Predicted: 4.0851699600604885 Movie Vector: [1.8288266558516784, -0.3726629308413285] User Vector: [1.4533689770903822, -0.08768149405148973] Predicted: 2.690635568644553 Movie Vector: [1.6034856098900379, -0.44473212638803195] User Vector: [1.7623516927425773, -0.797557197342333] Predicted: 3.180604887168207 Movie Vector: [1.9647699835957075, 0.20576183922288105] User Vector: [1.7803640843416888, -0.44431568286415246] Predicted: 3.4065827006847087 Movie Vector: [1.2588918601288863, -1.4065360066549804] User Vector: [1.7604556126982682, -0.2577020280011185] Predicted: 2.578690422315644 Movie Vector: [2.0481158179048635, -0.7574983321954634] User Vector: [2.039978480425252, 0.03851304980837261] Predicted: 4.148938622946883 Movie Vector: [1.81953967330033, 0.6349593102642731] User Vector: [2.109859733422431, 0.2891720536996101] Predicted: 4.022585977825779 Movie Vector: [1.6217650116217839, -1.6013326551782108] User Vector: [1.8516485501097613, -0.07661135551651013] Predicted: 3.1256190977342717 Movie Vector: [2.30510066448677, -0.09704645652289111] User Vector: [1.7364733606976048, -0.16741354873084469] Predicted: 4.018992789285875 Movie Vector: [2.0009902485575126, -1.5882630237335942] User Vector: [1.781511170592599, -0.39818365961807445] Predicted: 4.197206863278381 Movie Vector: [1.5171800927705987, -1.5970054882332207] User Vector: [1.7353100286107355, -0.16736457158267523] Predicted: 2.90005996954672 Movie Vector: [1.6880168361116177, -1.1123785831191906] User Vector: [1.8284009333753972, -0.16045642383576306] Predicted: 3.264859848098665 Movie Vector: [1.9844960720157139, -0.4024094417866788] User Vector: [1.6006273024944553, -0.1034066828023751] Predicted: 3.2180504200648703 Movie Vector: [1.4647185139383008, -0.3880645442477181] User Vector: [1.7410976441011832, -0.23607373671586956] Predicted: 2.6418298009368613 Movie Vector: [2.203677167190744, 0.33724166968414415] User Vector: [1.617328404758737, 0.04369532686253955] Predicted: 3.5788055624043755 Movie Vector: [1.9435216522040124, -0.17514904163635545] User Vector: [1.7557643340901896, 0.16856143643568988] Predicted: 3.3828426254232844 Movie Vector: [2.31527090133566, -0.09038145679461526] User Vector: [1.9614772400738292, -0.7837013920212008] Predicted: 4.612183251077961 Movie Vector: [1.8828486029290723, 0.0036188792230077518] User Vector: [1.8092182987120757, -0.3502633052907478] Predicted: 3.4052165855256464 Movie Vector: [2.0146011673844333, -0.1612258047473575] User Vector: [1.6504928072444136, -0.5626713101993649] Predicted: 3.4158018710293487 Movie Vector: [1.9249576334940592, -0.16735219584756947] User Vector: [1.9128748739056707, -0.4590469606927504] Predicted: 3.7590256073127915 Movie Vector: [2.05337137388937, -0.46131891445547946] User Vector: [1.7385342719287367, -0.01714656357627451] Predicted: 3.5777665405997143 Movie Vector: [1.8147755458016384, -0.7280030727746171] User Vector: [1.9361503751906959, -0.02102222326067164] Predicted: 3.528982597021065 Movie Vector: [2.016852353175523, -0.25658687767148036] User Vector: [1.9019064329884747, -0.698054958082479] Predicted: 4.01497620702995 Movie Vector: [2.1171370482883303, 0.3716869646780229] User Vector: [2.3373410495990403, 0.1253616880657071] Predicted: 4.9950666359153155 Movie Vector: [1.2439013812844282, -1.3075238471085107] User Vector: [1.630790974340923, -0.1612352956847471] Predicted: 2.2393621396722514 Movie Vector: [1.5806334563377222, 0.5279809932241719] User Vector: [2.183349327369029, -0.5297106056321785] Predicted: 3.1713978620288943 Movie Vector: [1.3836860309140324, -0.0767877733573097] User Vector: [1.7374041455895581, -1.0054540475064764] Predicted: 2.4812284238255184 Movie Vector: [2.377854744103539, -0.24268005016109256] User Vector: [1.8572483290440929, 0.14730573891050158] Predicted: 4.38051858608805 Movie Vector: [2.065677228722752, -0.28993757699125045] User Vector: [1.4883189726145518, -0.27696185047054556] Predicted: 3.1546882586503635 Movie Vector: [1.5593337726604797, -0.16140610933972765] User Vector: [0.9969175255272572, -0.12230335409573062] Predicted: 1.574267674655559 Movie Vector: [1.810632325294088, -0.285950146163732] User Vector: [1.4240289853897472, 0.398400016491622] Predicted: 2.464470370155006 Movie Vector: [1.667935631866596, -0.44055314965088166] User Vector: [1.8708065533831975, -0.3272201737556023] Predicted: 3.2645427888947114 Movie Vector: [1.6903850575953527, -0.020415657041049255] User Vector: [1.2633474055460103, -0.38446934920322307] Predicted: 2.1433927712629606 Movie Vector: [2.3590758111402446, -0.24416948189342993] User Vector: [1.5220064459348182, -0.024836604066869446] Predicted: 3.5965929317513616 Movie Vector: [1.823058603732188, -0.24466974738066144] User Vector: [1.8796287029577803, 0.012890635762926322] Predicted: 3.423519330153463 Movie Vector: [1.9551399425469713, -0.09742856145851679] User Vector: [1.6143495738937599, -0.14751889445922522] Predicted: 3.1706518868284865 Movie Vector: [2.018968929056376, -0.16790575669516453] User Vector: [2.2000697690708937, -0.4705053833973308] Predicted: 4.520873067938848 Movie Vector: [1.1299358014810588, -0.658424759010231] User Vector: [1.913292702191552, -0.13102885541190912] Predicted: 2.2481705654666446 Movie Vector: [1.8230710799860153, 0.2065828896374091] User Vector: [2.2032392056750827, 0.30840075198888206] Predicted: 4.080371996669816 Movie Vector: [2.330252514028293, -0.08889282018228264] User Vector: [1.7431890755237234, -0.7080575060428775] Predicted: 4.125011954229198 Movie Vector: [2.1831570788619756, 0.017456969393434458] User Vector: [1.8574096926681374, -0.22347237323782698] Predicted: 4.0511159685154 Movie Vector: [1.4307889819669442, -0.28211819761992457] User Vector: [1.8295127614260724, 0.2769834132545459] Predicted: 2.5395046400983556 Movie Vector: [1.917169594008609, -0.5614573349955095] User Vector: [2.198885094651566, 0.40618523291721287] Predicted: 3.9875799657964963 Movie Vector: [1.7022879816511292, 0.8811462784007995] User Vector: [2.11155923489826, -0.30694927585857323] Predicted: 3.32401469603116 Movie Vector: [1.998765668633849, -0.06419135842925877] User Vector: [1.545002784554719, -0.3737522917370874] Predicted: 3.1120901910343237 Movie Vector: [1.597401015447205, -0.654883095825011] User Vector: [2.06010899809421, -0.7232109843407571] Predicted: 3.7644388538473437 Movie Vector: [1.8611399822357975, -0.2513730176894728] User Vector: [2.148530591874151, 1.7473355788727138] Predicted: 3.5594831702163092 Movie Vector: [1.333313242398357, -1.308339250637077] User Vector: [2.3130147647919364, -0.38980864001498805] Predicted: 3.5939751597290774 Movie Vector: [2.0518628032184325, -0.13371300469351452] User Vector: [1.6926787701262855, -0.3013062478169495] Predicted: 3.513433169948182 Movie Vector: [1.774868846299727, 0.5499220958688774] User Vector: [1.8358632041236869, -0.6838372800698858] Predicted: 2.8823591767778245 Movie Vector: [1.9176048850149754, 0.4293780818780434] User Vector: [2.0051893755008363, -0.304492995485779] Predicted: 3.714418323493548 Movie Vector: [2.224125485114241, 0.017594780220060703] User Vector: [1.4110985656682178, 0.31009667282139125] Predicted: 3.1439163647160995 Movie Vector: [1.0949045055022386, -0.7716922778610188] User Vector: [1.4861707771905888, -1.0137476412031068] Predicted: 2.4095163063079994 Movie Vector: [1.9905678391808348, -0.2898317648809025] User Vector: [1.3944299527194008, -0.35500612408739773] Predicted: 2.8785994693614705 Movie Vector: [1.3721458830024533, -1.106742535180363] User Vector: [1.7543891475471924, -1.0344359218143875] Predicted: 3.5521320805815546 Movie Vector: [1.5856632901210763, -0.27338984918453635] User Vector: [2.1843553176196453, -0.06264340020861475] Predicted: 3.480778109465675 Movie Vector: [1.9621633739045363, -0.6840584386982578] User Vector: [2.172478319892351, -0.5683586648041512] Predicted: 4.651547930760989 Movie Vector: [1.8594663980754629, -0.5721164577196493] User Vector: [2.06891306831378, -0.3568797356020196] Predicted: 4.051251101233231 Movie Vector: [2.283363621769283, -0.07763301449770758] User Vector: [1.9623525153533308, -0.4681732868069222] Predicted: 4.517110050207366 Movie Vector: [1.7038192238045664, -0.49815518117336766] User Vector: [1.8799961726260792, -0.6637342256689506] Predicted: 3.533816263038403 Movie Vector: [1.6805180266400244, -0.7683334526338552] User Vector: [1.9916512122786887, -0.4691694251974462] Predicted: 3.7074843293459896 Movie Vector: [2.076208171978565, -0.473383378429449] User Vector: [1.7418966374596125, -0.439626723699026] Predicted: 3.824652017148146 Movie Vector: [1.4416719856504432, -0.2692604363368391] User Vector: [1.581522776900467, -0.1151484971757724] Predicted: 2.3110420167185786 Movie Vector: [1.669187640207406, 1.090290154491711] User Vector: [1.2119896367044167, -0.3838490747927553] Predicted: 1.604531254589183 Movie Vector: [2.3753907351796113, -0.24443571421447502] User Vector: [1.6990244842076352, -0.12916988801715396] Predicted: 4.067420752462611 Movie Vector: [2.2082337622310724, -0.4087709304500241] User Vector: [1.6575512670508334, -0.9010026058913173] Predicted: 4.0285643440786325 Movie Vector: [1.6243105712566037, -0.5760691750161064] User Vector: [1.7202801342986263, -0.7590280447003493] Predicted: 3.231521867188607 Movie Vector: [1.4831730210658849, -0.8814217423093046] User Vector: [2.175860688211104, -0.16272239922610268] Predicted: 3.37060493099118 Movie Vector: [1.6706360007090044, -0.9984239885003084] User Vector: [1.1851764161671332, -0.4013630975771456] Predicted: 2.380728932759902 Movie Vector: [1.985214249784346, 0.2585195035247836] User Vector: [2.176677347926605, 0.23439311137612703] Predicted: 4.381766079069281 Movie Vector: [1.8628449970333867, 0.3627782203783624] User Vector: [1.8414113693028937, -0.6821182467847295] Predicted: 3.1828063131301207 Movie Vector: [1.631030602631349, -0.3207075904316545] User Vector: [1.982556348191403, -0.31162813546204404] Predicted: 3.333551583775972 Movie Vector: [1.8727308772708262, -0.36803870721735066] User Vector: [1.8537806407490884, -0.44756910136941147] Predicted: 3.6363549990761443 Movie Vector: [2.1806511131564568, 0.7193744215178554] User Vector: [1.7657100768528817, -0.6096689918287368] Predicted: 3.4118173662866376 Movie Vector: [2.078906784954288, 0.0985856424186379] User Vector: [1.6224444477264366, -0.4305271719086978] Predicted: 3.3304669727686034 Movie Vector: [1.8154367326291931, 0.25351975897899154] User Vector: [1.6947689536395882, -0.12873197957608923] Predicted: 3.044109711321832 Movie Vector: [2.0133622425355, -0.2296523983280814] User Vector: [2.0208080086344227, -0.6232392216115933] Predicted: 4.211746925973128 Movie Vector: [1.7771938897622162, -0.8603432331652662] User Vector: [2.307255534086895, -0.922657614760384] Predicted: 4.89424267268679 Movie Vector: [1.8017902250651168, -0.6372940308261035] User Vector: [2.2022547000778308, -0.25550823987728744] Predicted: 4.130834867804626 Movie Vector: [1.590154104537526, -0.7470465982237852] User Vector: [1.9172782747438057, -0.4929191951570369] Predicted: 3.41700152606576 Movie Vector: [1.6886635643939347, -0.598155484477826] User Vector: [2.15447546304876, 0.5893964687160185] Predicted: 3.285633484536842 Movie Vector: [1.7273619423766264, -1.3780438467260456] User Vector: [2.014565594853809, -0.5068205089813598] Predicted: 4.1783048227681245 Movie Vector: [1.833102226142724, -0.8569751353639454] User Vector: [2.182832671524303, -0.77987650091543] Predicted: 4.66969019940743 Movie Vector: [1.4335948393197555, -0.31321153400868024] User Vector: [2.2140301837695904, -0.17297320278393558] Predicted: 3.2281994477366056 Movie Vector: [1.6396008305079846, -0.3714596108925718] User Vector: [1.6376730342596761, 0.05048221051928891] Predicted: 2.666377964796204 Movie Vector: [1.9539621950286126, -0.26485841147095557] User Vector: [1.3836731713202235, -1.2536105896207952] Predicted: 3.035674376405197 Movie Vector: [1.8385148245218639, -0.30216937479022077] User Vector: [2.5776275786618523, -0.6133875215876188] Predicted: 4.924353439368467 Movie Vector: [1.665184714829937, -0.8196857914720596] User Vector: [1.8100062315341494, -0.22507469281003042] Predicted: 3.198485238213922 Movie Vector: [2.11198910746179, -0.5653473048701916] User Vector: [2.0350126899611416, -0.029902774478197787] Predicted: 4.314830087703839 Movie Vector: [1.5179562570685432, -2.419847468118805] User Vector: [1.7889448480658747, -0.35030227133889846] Predicted: 3.5632180900478287 Movie Vector: [1.9243354778119326, 0.6664928099572623] User Vector: [1.9295721907791739, -0.12181362324808366] Predicted: 3.6319563196659685 Movie Vector: [2.3443623461859384, -0.5404410532701472] User Vector: [2.17716631544545, 0.16199419188697303] Predicted: 5.016518419627648 Movie Vector: [1.9694474515983345, -0.29490540590752584] User Vector: [1.6025862873802028, -0.6498366292396568] Predicted: 3.347849814566876 Movie Vector: [1.8126878991589968, -0.844828025735532] User Vector: [2.1157905940072324, -0.3713029077411653] Predicted: 4.148955109408167 Movie Vector: [1.598901414002152, -0.7689116222184023] User Vector: [1.6076123403655038, -1.032121498004776] Predicted: 3.3640238595350525 Movie Vector: [2.111617898276805, 0.15129189576224578] User Vector: [1.9640676222481974, -0.5686285302767775] Predicted: 4.0613314562351865 Movie Vector: [1.982278537081012, -0.6893209203445031] User Vector: [1.6697755201266553, -0.495939534130012] Predicted: 3.651821671392076 Movie Vector: [2.0728258215883115, -0.01648156461204145] User Vector: [1.30145168237897, -0.4708528098818539] Predicted: 2.7054430437935078 Movie Vector: [2.0479809753798754, -0.2945414118481262] User Vector: [2.212390350911401, 0.031131521815441487] Predicted: 4.521763826392055 Movie Vector: [2.2207807735026077, -0.4387871004640061] User Vector: [1.5968656315255092, 0.26514773409176173] Predicted: 3.429945086922225 Movie Vector: [1.4754063213945634, 0.3316219143404381] User Vector: [1.884352424484631, -0.7270734133166514] Predicted: 2.5390720016296915 Movie Vector: [1.5659084131825618, -0.4617516531974918] User Vector: [2.037988134178913, -0.582812370924187] Predicted: 3.460417341055184 Movie Vector: [1.438964866000098, -0.21364391175061673] User Vector: [2.119604300189195, -0.37930811397599956] Predicted: 3.1310729870235576
avg loss: 0.9299707968769527: 84%|█████████████████████████████████████▌ | 58507/70000 [01:23<00:15, 755.91it/s]
Movie Vector: [1.8409010310903977, -0.176463480469491] User Vector: [1.738034099810114, -0.31571030684016266] Predicted: 3.255260105975816 Movie Vector: [1.8593188886430114, -0.12225230047238626] User Vector: [1.5169984232803628, -0.10064736800629932] Predicted: 2.832888194722106 Movie Vector: [1.3187526944205747, -0.929356639040973] User Vector: [1.9214269582207908, 0.23020703707514273] Predicted: 2.3199425400262617 Movie Vector: [1.9216617115210426, -0.7300649152379187] User Vector: [2.4142562864884067, -0.13960673558691145] Predicted: 4.741305847126649 Movie Vector: [2.353210309305652, -0.17887490548197998] User Vector: [2.1746424589660545, 0.6976865464741525] Predicted: 4.9925924384361 Movie Vector: [1.9517414295199509, -0.15315221675568444] User Vector: [1.9002937909497968, -0.28248234168487796] Predicted: 3.752144916879619 Movie Vector: [2.2467341450808775, 0.013281893610214389] User Vector: [2.0267449452385105, 0.16922041336747204] Predicted: 4.5558046393644585 Movie Vector: [2.168428305440776, 0.3682064755447357] User Vector: [2.0024612138109656, 0.18479760759648814] Predicted: 4.410237252357193 Movie Vector: [1.8611820848313199, -0.6492817466570857] User Vector: [1.75627803914829, -0.42331093770178935] Predicted: 3.543601287455543 Movie Vector: [1.9609572156336863, -0.33645227794952226] User Vector: [1.5917756877175078, -0.1346862013828425] Predicted: 3.1667194997635457 Movie Vector: [1.6903529463315277, 0.18927972182305747] User Vector: [1.832599006510828, -0.42400031765233837] Predicted: 3.017484467921686 Movie Vector: [1.4904266770184735, -0.7415019290830677] User Vector: [1.8583872379838589, -0.6532782757630236] Predicted: 3.254197017428164 Movie Vector: [2.3707820541721008, -0.10535531729073158] User Vector: [1.6866013746387263, -0.1516395966514173] Predicted: 4.014540309354537 Movie Vector: [1.097407543622796, -0.4941883978543217] User Vector: [1.7423025652149495, 0.27802075594302467] Predicted: 1.7746213463905032 Movie Vector: [1.957029617530221, 0.0974330039291704] User Vector: [2.0559673606964783, 0.033025383837659475] Predicted: 4.026806779911665 Movie Vector: [1.96425679798905, -0.15501265044706283] User Vector: [1.8990151605557881, -0.3308885261760477] Predicted: 3.7814453460510453 Movie Vector: [2.0294443628636163, -0.1856228321720682] User Vector: [1.803340101791587, -0.11729737134993198] Predicted: 3.68155147418315 Movie Vector: [2.205664340408851, -0.5023629057427862] User Vector: [2.331958780813047, 1.1186424705821352] Predicted: 4.5815538441337065 Movie Vector: [1.4528860536723347, 1.2530157664368247] User Vector: [2.075830554184479, -0.08518299172432732] Predicted: 2.9092096302987036 Movie Vector: [1.8831643527990403, -1.7113716991774115] User Vector: [1.950568769087426, 0.027777991923717105] Predicted: 3.625703104390315 Movie Vector: [1.559046680872889, -1.291098823143367] User Vector: [1.6575433967823303, -0.32647451921476944] Predicted: 3.0056983987007513 Movie Vector: [2.2354220420009834, -0.31287450725932786] User Vector: [1.7662273283754533, -0.31408717472539743] Predicted: 4.04653337106368 Movie Vector: [1.7183481529433895, -0.5104955867196289] User Vector: [1.8989578802340152, -0.2728068676307111] Predicted: 3.4023374679696983 Movie Vector: [1.9950660763409254, -0.29097696528076156] User Vector: [1.8659188380042429, -0.03735067154882977] Predicted: 3.73349955996622 Movie Vector: [2.0403200984970744, -0.10247986445235206] User Vector: [1.9638449864773329, -0.020785224953303264] Predicted: 4.009002463278243 Movie Vector: [1.4665927195883333, -0.26608181584216783] User Vector: [2.291970898365823, -0.36915894153834017] Predicted: 3.4596143145505422 Movie Vector: [1.9307915606877943, -0.19123520262665453] User Vector: [2.2064082473153133, -0.3149155002577911] Predicted: 4.320337352850427 Movie Vector: [2.2178685958254305, -0.1398930298936655] User Vector: [1.8250530645521637, -0.4551028622906122] Predicted: 4.111393595904319 Movie Vector: [2.047941744586609, -0.3960987262491471] User Vector: [1.7086608579567726, 0.07468877160992204] Predicted: 3.469653771051042 Movie Vector: [1.5558335685022397, -0.04326728195985292] User Vector: [1.8979922315889426, -0.7613236537061786] Predicted: 2.9859004318501645 Movie Vector: [1.4028125986801236, -0.6572400713396606] User Vector: [2.1236712879430897, 0.1671243001290792] Predicted: 2.869272051242384 Movie Vector: [1.9268864918800375, -0.21291368587498224] User Vector: [1.5834357389843465, 0.03850853300453849] Predicted: 3.0429019425093875 Movie Vector: [1.8390082063769362, -0.7282661847763199] User Vector: [2.3410359984239513, -0.27040485028341427] Predicted: 4.502111121186385 Movie Vector: [1.583351204583213, -0.7589280552621332] User Vector: [2.108087419192429, 0.02120242427644114] Predicted: 3.321751639922087 Movie Vector: [1.8654070121628252, -0.8950327222932293] User Vector: [2.157116625433663, 0.3056631497702217] Predicted: 3.7503219580934006 Movie Vector: [1.9118304046656758, -0.49787042354774214] User Vector: [1.718973647557999, 0.24774199880394834] Predicted: 3.163042670345356 Movie Vector: [1.7371015462647201, -0.20635968737226995] User Vector: [2.085980466139575, -0.9939253677235874] Predicted: 3.8286660213638655 Movie Vector: [2.1003138346736523, 0.08285137245588932] User Vector: [2.178231668770888, -0.4305309119551775] Predicted: 4.5393000321036 Movie Vector: [2.0402223315230845, -0.16996034386891645] User Vector: [1.9957226058555053, 0.9131666250736152] Predicted: 3.916515714384716 Movie Vector: [1.613458909599393, -0.3179455837217543] User Vector: [1.974488562038471, -1.1060262684650806] Predicted: 3.5374123298617883 Movie Vector: [1.1498386664399027, -0.6934364334214631] User Vector: [1.6947449474031382, -0.5319612228692667] Predicted: 2.317564563382772 Movie Vector: [1.367710249253611, -1.1391554747110242] User Vector: [2.101503257395699, -0.7418550067030804] Predicted: 3.7193357363075448 Movie Vector: [2.0243047645091705, -0.3092391872271601] User Vector: [1.746751611966533, 0.09277951692963499] Predicted: 3.5072665481112777 Movie Vector: [1.6613545389536182, -0.21742767076752534] User Vector: [2.046134123125637, -0.25110478291448335] Predicted: 3.45395134083034 Movie Vector: [1.6186622448331964, -0.6033775364079159] User Vector: [2.0798294084170443, -0.044621716329817485] Predicted: 3.39346508036781 Movie Vector: [2.1255977640321646, 0.06089682860908278] User Vector: [1.8839449523820553, -0.303369292003889] Predicted: 3.9860349505625594 Movie Vector: [1.0478365445971756, -0.19582669367123454] User Vector: [1.9154038256304013, -0.4343090923065715] Predicted: 2.0920794397345217 Movie Vector: [1.5951287148987343, -0.4701079105459596] User Vector: [1.9311819660449145, 0.29486326211260594] Predicted: 2.941866255684313 Movie Vector: [1.374426474764667, -0.7963427698346985] User Vector: [1.9651791491193804, -0.24623361283555126] Predicted: 2.897080607477046 Movie Vector: [2.2225276411980666, -0.330041086460516] User Vector: [1.4616927434766347, 0.3104969170724066] Predicted: 3.146175785462238 Movie Vector: [1.966660264613141, -0.4252811549046089] User Vector: [1.7713146300376732, -0.11713434662638395] Predicted: 3.5333891292352835 Movie Vector: [1.9328212457165435, 0.42706743964792715] User Vector: [1.4788364543037102, 0.05006635923617692] Predicted: 2.879708229669821 Movie Vector: [1.9158835213730772, -0.23035905893400732] User Vector: [2.062254049539599, -0.5794206093583186] Predicted: 4.084513336696566 Movie Vector: [1.5733327677857936, -0.6116332376560041] User Vector: [1.6559323449154273, -0.1876625849134257] Predicted: 2.7201132938893022 Movie Vector: [1.8542544732185247, -0.47460734860224146] User Vector: [1.6115988201854092, 0.17445604486983352] Predicted: 2.905516200459186 Movie Vector: [2.3353286983745956, -0.3306142022693669] User Vector: [1.789624319507948, 0.11888923141184934] Predicted: 4.1400545642543705 Movie Vector: [1.7142966747349082, -0.49309087504374016] User Vector: [2.1214293580585117, -0.7982268373079396] Predicted: 4.030357663896287 Movie Vector: [1.708965398168775, -0.9611826141062823] User Vector: [2.0701118525919524, -0.6826751693752319] Predicted: 4.193925030304241 Movie Vector: [1.4408834044939929, -0.7679565017612204] User Vector: [1.5606885071654668, -0.0817772052969324] Predicted: 2.3115715060628665 Movie Vector: [1.8273134277748613, -1.1552729119577911] User Vector: [1.8850393292100551, 0.26603486988394864] Predicted: 3.1372147993361095 Movie Vector: [2.052775804281806, 0.15369712349253553] User Vector: [2.0113739594094873, -0.2563585874425571] Predicted: 4.08949821976576 Movie Vector: [1.4203136241731689, -0.0825301543558975] User Vector: [1.6668385851506324, -0.48209220288551113] Predicted: 2.4072206957048876 Movie Vector: [2.2044921867260046, -0.28382904891849503] User Vector: [1.7418475788389425, -0.6175409850151667] Predicted: 4.015165448463102 Movie Vector: [1.9037804823151872, -0.901877615853985] User Vector: [1.5363969107973043, -0.0903822599108061] Predicted: 3.006476188949109 Movie Vector: [1.82067843402858, -0.14630333190140915] User Vector: [2.137272858117308, 0.28436393622538464] Predicted: 3.8496832090664346 Movie Vector: [1.1965758144026606, -1.2751193191752515] User Vector: [1.5746606493146462, -0.10443872398407605] Predicted: 2.017372683483602 Movie Vector: [1.3409679137511779, -0.9897625438863262] User Vector: [2.0644668635614325, -0.17177746608974534] Predicted: 2.9384027248577453 Movie Vector: [1.7931005508606441, 0.10317031970721187] User Vector: [2.0769035551064663, 0.06956581531739484] Predicted: 3.7312740361528234 Movie Vector: [1.7519600939342126, -0.2451573463365884] User Vector: [1.8866434374679166, -0.5856588432368005] Predicted: 3.448902581793147 Movie Vector: [1.8647297145473047, -0.14404971816769324] User Vector: [1.817439994938456, -0.3138557831959681] Predicted: 3.434245200083122 Movie Vector: [1.8797183105500974, -0.8930048131432196] User Vector: [2.0782785435140045, -0.1435993394366692] Predicted: 4.034813133947794 Movie Vector: [2.1197958249938207, 0.05789402088505562] User Vector: [1.7818926648941227, -0.11520091533857191] Predicted: 3.770579187431086 Movie Vector: [0.8662551140871375, -0.6814718144011161] User Vector: [1.6348850252476044, -0.11098565515246075] Predicted: 1.4918611098544603 Movie Vector: [1.5689095388773289, -0.7415847649862054] User Vector: [1.3535700754782714, 0.40952747473163287] Predicted: 1.819929666852514 Movie Vector: [1.4315825428887903, -0.21232282787856496] User Vector: [1.8639885295181295, -0.7992821057357343] Predicted: 2.8381592759656464 Movie Vector: [1.9498287370576863, -0.2488867332307159] User Vector: [2.150541577082759, 0.6398072570086011] Predicted: 4.0339482291391455 Movie Vector: [1.9372061225369361, -0.17029155782305036] User Vector: [1.8632183381693004, -0.7318236479198904] Predicted: 3.73406136138069 Movie Vector: [2.308543304523229, -0.08364032192256533] User Vector: [2.075765261185585, 0.2879900526056382] Predicted: 4.767906414761462 Movie Vector: [2.0287696343836195, -0.1296022920322446] User Vector: [1.8332054618961364, 0.14975951545843882] Predicted: 3.6997423982240267 Movie Vector: [1.1545018428323541, -1.8737084110990814] User Vector: [1.4008512478202573, -0.35594108106563777] Predicted: 2.284215144590875 Movie Vector: [1.9409268640146284, -0.3797115267721365] User Vector: [1.3349457919988634, 0.32931859595543383] Predicted: 2.4659860828291844 Movie Vector: [2.328668545460873, -0.33105665292918784] User Vector: [1.874020254141726, -0.29479783150824657] Predicted: 4.461566802766331 Movie Vector: [2.0370512618538243, -0.14586547878480713] User Vector: [1.859975203563545, -0.8236327717723725] Predicted: 3.909004424033378 Movie Vector: [1.9323880800190212, -0.2793599310390461] User Vector: [2.0115572188111703, -0.2676135425067425] Predicted: 3.961869692686718 Movie Vector: [1.315957704405524, -0.3435909215751675] User Vector: [2.0909854038004587, -0.1296211689779649] Predicted: 2.796185008835499 Movie Vector: [1.8729699006948748, -0.16673066056287847] User Vector: [1.8718764518357793, -0.451125383267268] Predicted: 3.5811846852567677 Movie Vector: [1.7950526290322897, -0.7356811914093099] User Vector: [2.09690298698699, -0.31453571155073445] Predicted: 3.995449226631077 Movie Vector: [1.7297433103285578, -1.2008671715996058] User Vector: [2.0764365057008902, 0.6317272593168456] Predicted: 2.8330816279399302 Movie Vector: [2.128156351826312, -0.310975010719778] User Vector: [2.1254735878374778, -0.17924854624233091] Predicted: 4.579081935184602 Movie Vector: [2.1064072268461156, -0.71927435228809] User Vector: [1.5870465244070697, -0.09582540007181203] Predicted: 3.4118910209214617 Movie Vector: [1.4655308961322528, -0.8917986238117023] User Vector: [2.7575047107514368, 0.2135348181744505] Predicted: 3.8507782928526053 Movie Vector: [1.622954579246061, 0.11187833931837904] User Vector: [1.4618506332593626, -0.8626199999529358] Predicted: 2.2760086863644817 Movie Vector: [1.919232213039374, 0.0648010550352274] User Vector: [1.8454729705757256, -0.31602132075803285] Predicted: 3.521412658423651 Movie Vector: [1.110128319858526, -0.46563476723607894] User Vector: [2.1584271650235585, -0.4361242835464184] Predicted: 2.5992057514997424 Movie Vector: [2.0592822867132132, -0.1631053865519933] User Vector: [1.8574733447135483, -0.3968799306506996] Predicted: 3.889795211314067 Movie Vector: [1.6422763563655858, -0.44696248810235056] User Vector: [1.8411965003651862, -0.7559615532790293] Predicted: 3.3616399367361187 Movie Vector: [1.5353540478224412, 0.4827559165114671] User Vector: [1.0974270045160464, -0.13270705613808728] Predicted: 1.6208738770598872 Movie Vector: [1.9627908940619174, -0.28724341828019234] User Vector: [2.1059171874447844, -0.05434627739273025] Predicted: 4.149085689654198 Movie Vector: [2.145543975623781, -0.45881563046029217] User Vector: [1.6898580971461186, -0.6694943221475277] Predicted: 3.9328393194966247 Movie Vector: [1.946245672393692, -0.5288456727198229] User Vector: [1.9099069221556833, -0.4274772827245495] Predicted: 3.9432175930751607 Movie Vector: [1.9445133619273522, -0.36430274123852946] User Vector: [2.0659240028335994, -0.6190328514699946] Predicted: 4.242732192943597 Movie Vector: [1.6670924420532676, -0.3143365517931607] User Vector: [2.0119992253195575, -0.404870635665276] Predicted: 3.4814543414845915 Movie Vector: [1.3460295202626176, -0.18013810586372037] User Vector: [1.7939584072792483, -0.250078740254827] Predicted: 2.459769684907466 Movie Vector: [1.1740620924815823, 1.0618730374066032] User Vector: [1.9516654724210165, -0.9497551479629918] Predicted: 1.2828570646146544 Movie Vector: [1.6976351667537788, -0.3696706691939428] User Vector: [1.9939602555118092, -0.0361017642586518] Predicted: 3.398362814218775 Movie Vector: [2.1706729033382928, -0.38843957364222753] User Vector: [2.038145720017676, 0.6583104796288781] Predicted: 4.168433845466032 Movie Vector: [1.9708737573952, -0.1538221615169753] User Vector: [1.9562567531897486, -0.2728934628835079] Predicted: 3.8975121599134077 Movie Vector: [1.3724974568074382, -0.04709677241751516] User Vector: [2.063836913012298, -0.31955969094344555] Predicted: 2.847661144412868 Movie Vector: [1.9116241168800499, -0.5811134683633862] User Vector: [1.9131479944751577, -0.2834910048893179] Predicted: 3.821960286500465 Movie Vector: [1.5394190205451368, -0.7505072269406352] User Vector: [2.1058627929459637, -0.3210017943827377] Predicted: 3.482719404664478 Movie Vector: [1.8067476103635145, -0.7059856725294846] User Vector: [1.8074012852878527, 0.46505377448479435] Predicted: 2.93719665141975 Movie Vector: [1.2503144646862245, -0.1157071537223891] User Vector: [1.9327260563427835, -1.0648329220872532] Predicted: 2.539724131125956 Movie Vector: [1.6577285894134894, -0.8854146130668828] User Vector: [1.8590818929070325, -0.32412332996698373] Predicted: 3.368836736721601 Movie Vector: [2.2948313978889106, 0.5845664413239252] User Vector: [1.8102557064899567, -0.5164684153364443] Predicted: 3.852321529851293 Movie Vector: [1.3272820258020062, -0.3442929215865623] User Vector: [1.8039471184582812, -0.18875410131027764] Predicted: 2.4593332868285604 Movie Vector: [1.8434481220115742, -0.080136045212955] User Vector: [1.8544444063114125, -0.22349608427249018] Predicted: 3.4364821505038203 Movie Vector: [1.5295453163862778, -0.6642823144665008] User Vector: [2.2006657443423445, -0.17746357606976307] Predicted: 3.4839038972356793 Movie Vector: [1.1439399914303254, -0.13361275164910968] User Vector: [2.1906461589375525, -0.5746924205846657] Predicted: 2.5827539839481037 Movie Vector: [1.356846923018447, -0.566243388360438] User Vector: [1.7809333076204605, 0.12011962436000055] Predicted: 2.3484369354396977 Movie Vector: [2.3433174048812604, -0.2777755119943019] User Vector: [1.8284705339860055, 0.050940056895283914] Predicted: 4.270536926216832 Movie Vector: [1.7173383359251118, 0.6614916275749771] User Vector: [1.8713958874855274, -0.27079880693576713] Predicted: 3.0346887557261906 Movie Vector: [1.8292151833184038, -0.14516751827733032] User Vector: [2.2178024149907247, -0.8793531750235279] Predicted: 4.184491369208713 Movie Vector: [1.9489012755760111, -0.5535585773267551] User Vector: [1.986839228797969, -0.5902820760161767] Predicted: 4.198909213589818 Movie Vector: [1.9206191450040482, -1.14210471225084] User Vector: [2.230080750652888, -0.9370324464055378] Predicted: 5.353324957180633 Movie Vector: [2.0112190244182515, 0.10046110169620265] User Vector: [1.9013590226791541, -0.3548820919877729] Predicted: 3.7883975927282636 Movie Vector: [2.3723469198942664, -0.24420430537769405] User Vector: [1.7546564978066737, -0.7954229091480975] Predicted: 4.356899637054139 Movie Vector: [1.7558291305969749, -0.6784826731684215] User Vector: [1.8493919192880324, 0.14872548875460886] Predicted: 3.1463085385980696 Movie Vector: [1.9656185976584728, -0.27528211521103557] User Vector: [1.8234817521777096, -0.197151892663328] Predicted: 3.638542034601584 Movie Vector: [2.1454348104736023, -0.2930630426073284] User Vector: [1.8356118400599277, -0.0570422303121231] Predicted: 3.95490250975445 Movie Vector: [1.8564540149803803, -0.21366146495153554] User Vector: [1.727636599187519, 0.706897274711862] Predicted: 3.0562411937035354 Movie Vector: [1.9524806588103614, 0.06011884048884842] User Vector: [2.0407294609394477, -0.11545530602180669] Predicted: 3.9775437632224504 Movie Vector: [1.4723649655795625, -1.3519178537387353] User Vector: [1.865691770387155, -0.1511245927254388] Predicted: 2.951287234332672 Movie Vector: [1.3880287811896743, -0.6255850611629136] User Vector: [1.6573264345775762, -0.5739471881746242] Predicted: 2.6594695778386463 Movie Vector: [1.448414389605957, 0.34203669435852296] User Vector: [1.7067689100510322, -0.5962309293061282] Predicted: 2.268175792915812 Movie Vector: [2.005552789964016, -0.6714059522369955] User Vector: [1.8247103446577484, -0.19713435868264906] Predicted: 3.7919101044145025 Movie Vector: [1.7884195863675643, 0.06015252424959651] User Vector: [1.7194657811621616, 0.09694778659371767] Predicted: 3.0809579352032372 Movie Vector: [1.6929637641850446, -0.6012645789199088] User Vector: [1.479461133050498, -0.4527107944109196] Predicted: 2.7768730539486213 Movie Vector: [1.4201695644162147, -0.3121626717052917] User Vector: [2.1037803467600824, -0.045745990277694035] Predicted: 3.0020050092305484 Movie Vector: [1.8633679618249055, 0.007390316725704696] User Vector: [2.017513978011508, -0.5767115816447294] Predicted: 3.755108827912824 Movie Vector: [2.186305843878926, -0.3041402024200979] User Vector: [1.9855987688154069, -0.8116654853997406] Predicted: 4.587986296886808 Movie Vector: [1.9686008955874905, 0.15882202129005113] User Vector: [1.8177967314927437, -0.4791195805690948] Predicted: 3.502421533387003 Movie Vector: [1.7572399370327463, -0.7791306721597221] User Vector: [1.9661097359671758, -0.3516477709548306] Predicted: 3.728906112777935 Movie Vector: [1.7929791881684254, -0.4092010708862637] User Vector: [2.176137308531271, 0.16223140674474698] Predicted: 3.835383639422085 Movie Vector: [2.0976799808638127, -0.14366991273425253] User Vector: [1.3313609590518292, -1.8801846280711318] Predicted: 3.062895192545931 Movie Vector: [1.9093827929946987, 0.08564378815934011] User Vector: [2.050187803090958, -0.6911071962366971] Predicted: 3.8554042753195876 Movie Vector: [1.8994720136359518, 0.06311783152002383] User Vector: [1.6830771636818045, 0.19086844755916083] Predicted: 3.2090051717188914 Movie Vector: [1.6184054648901367, -1.0229441194800697] User Vector: [1.975487728529398, 0.20885114645954406] Predicted: 2.983497083557919 Movie Vector: [1.930442989468374, 0.0991356613192266] User Vector: [1.5472942118077286, -0.027453942883313195] Predicted: 2.9842415990456654 Movie Vector: [2.045750646567543, 0.026806582388114966] User Vector: [1.832362528023667, -0.6838804559545703] Predicted: 3.7302243286643866 Movie Vector: [2.2256125361755794, -0.2944962048613537] User Vector: [1.7947812148886595, -0.8691347491528826] Predicted: 4.250444456687286 Movie Vector: [1.501789364021419, -0.2713689267875659] User Vector: [1.44389534014168, -1.757802039789476] Predicted: 2.6454395176275285 Movie Vector: [1.7473918999875115, -0.28646799078430407] User Vector: [1.9399168189014204, -0.762489564364634] Predicted: 3.6082237894954186 Movie Vector: [1.4017736450228355, 0.7034083479115468] User Vector:
avg loss: 0.9298902059394689: 84%|█████████████████████████████████████▋ | 58659/70000 [01:23<00:16, 701.64it/s]
[1.9238148117715599, -0.7822311601211592] Predicted: 2.1465249730201825 Movie Vector: [2.3056841065218063, -0.3274410235128592] User Vector: [1.7814719429940955, -0.035128814854342286] Predicted: 4.1190141602667065 Movie Vector: [1.6458269344008605, -0.7329536464308659] User Vector: [1.8956433307600398, -0.16812699050844201] Predicted: 3.243130142538843 Movie Vector: [1.5773016261186081, -0.014432137446442117] User Vector: [1.7988658802613986, 0.13880409303025204] Predicted: 2.835350838356844 Movie Vector: [1.5751084055173568, -0.6630278413091222] User Vector: [1.4985670284677033, -0.11243462730656331] Predicted: 2.4349528110021135 Movie Vector: [1.9670433426210396, -0.593496383140168] User Vector: [1.7155957866524807, -0.5445357970464206] Predicted: 3.697831296800867 Movie Vector: [1.7037340290383791, -0.8244794075946672] User Vector: [1.7784717771701348, -1.0767119617447432] Predicted: 3.917769726818518 Movie Vector: [2.1402868799338393, 0.38179249583650554] User Vector: [1.8754595531488059, -0.2842802914046033] Predicted: 3.905485393478477 Movie Vector: [1.9706393594805711, -0.1969225859593936] User Vector: [1.1128944042327873, -0.12784369661726877] Predicted: 2.2182888272632924 Movie Vector: [1.2696527527947272, -0.8367371542713826] User Vector: [2.1318975936439473, -0.6489378634073085] Predicted: 3.2497600695728748 Movie Vector: [2.0938809533825515, -0.24711641093625175] User Vector: [1.9190208548707424, -0.24693984996385476] Predicted: 4.0792241065979535 Movie Vector: [1.50890102726051, 0.3181099403701317] User Vector: [1.9615520989433293, -0.4193914995227999] Predicted: 2.826375372215661 Movie Vector: [1.6101828654511212, 1.168333419519738] User Vector: [1.503756700541775, -0.5963715718876412] Predicted: 1.7245624351318294 Movie Vector: [1.5357595029993878, -0.10904432142399874] User Vector: [1.9365122214530817, -0.1421095448646122] Predicted: 2.98951328565866 Movie Vector: [1.7548776787531695, -0.8554424963105417] User Vector: [2.042061010954948, 0.06756106638248463] Predicted: 3.5257726794973347 Movie Vector: [2.0590167077665193, -0.2802111403657258] User Vector: [1.4281231492105242, 0.04989987608299018] Predicted: 2.926546923791284 Movie Vector: [1.7295602114010018, -0.5869674529863087] User Vector: [1.1538278714798966, -0.13193410726689145] Predicted: 2.0730558042216076 Movie Vector: [1.5407699620393418, -0.7429710951686413] User Vector: [1.8132806973102455, -0.2526646276181697] Predicted: 2.981570946253227 Movie Vector: [2.1727675024237403, 0.1529100048100957] User Vector: [2.0561736176590713, -0.16524764946575332] Predicted: 4.442319196916022 Movie Vector: [1.488563306335265, -1.164449118145695] User Vector: [1.8192608995698731, -0.5141745066523448] Predicted: 3.30681507059452 Movie Vector: [1.4136228371137205, -0.703702480334327] User Vector: [1.846679260073252, -0.535622896232606] Predicted: 2.9874271354665574 Movie Vector: [1.5993403006075608, -0.050573367931361586] User Vector: [1.51554153352352, -0.5878206088191243] Predicted: 2.453594719736197 Movie Vector: [1.8929616133304077, 0.16665947197117303] User Vector: [1.797367973348759, -0.7101242842109267] Predicted: 3.283999640338172 Movie Vector: [1.7934084167665683, -0.39897043314046376] User Vector: [1.9369401662103933, -0.14213993044619372] Predicted: 3.5304344264716283 Movie Vector: [1.8580490372506424, -0.47052792810213684] User Vector: [1.8454596556774456, -0.2907374957633122] Predicted: 3.565754648019495 Movie Vector: [1.4934753361415074, -0.7363810073468592] User Vector: [2.42746585436237, -0.14462522661080832] Predicted: 3.7318596528753067 Movie Vector: [2.0082795115860947, -0.2912414626800171] User Vector: [2.0188825344424073, -0.3608304537148406] Predicted: 4.159569219339099 Movie Vector: [1.7797223224839565, -0.7336918199404575] User Vector: [2.1123562870943555, -0.24736640514458433] Predicted: 3.940898345163812 Movie Vector: [1.6602617184862316, -0.12175960982340223] User Vector: [1.8230156788523466, -0.19370042789415165] Predicted: 3.050268032321759 Movie Vector: [0.844887562442611, -0.6800212587463461] User Vector: [2.005235586894365, -0.9013039965849599] Predicted: 2.3071044854051754 Movie Vector: [1.8777957858156185, -0.8928719756644401] User Vector: [1.9498119502718192, 0.010325976113684252] Predicted: 3.6521288886600654 Movie Vector: [1.6459936915794797, -0.05718446187680917] User Vector: [1.434470185647621, -0.8408582255299132] Predicted: 2.4092129014764456 Movie Vector: [2.304224305718749, -0.09696196669734215] User Vector: [1.8284738412364263, -0.11695128374681354] Predicted: 4.224553693827769 Movie Vector: [2.057460893971928, 0.4838708534709825] User Vector: [1.4491301369529137, -0.5116046297094483] Predicted: 2.733978018239587 Movie Vector: [2.2562250101700196, 0.0246488274433531] User Vector: [2.037193952785013, -1.118382890592111] Predicted: 4.568801119954864 Movie Vector: [1.9304847713960533, 0.09926159336722935] User Vector: [2.1022939805346468, -0.19969749545015064] Predicted: 4.038624222829899 Movie Vector: [1.6163861574570473, -0.4512387902235157] User Vector: [2.359628769455534, 0.45354077779603474] Predicted: 3.609416087795616 Movie Vector: [2.1174434493848695, 0.3717033982912065] User Vector: [1.9719072042291659, -0.2944790228862774] Predicted: 4.065943138857576 Movie Vector: [1.785177112315926, -0.2840051061570232] User Vector: [1.9331930748061628, 0.23558429105787024] Predicted: 3.384184889240794 Movie Vector: [1.5555546240612739, -0.6401927226780928] User Vector: [1.8849141658365434, -0.05736769906577323] Predicted: 2.9688133300843287 Movie Vector: [0.7257370117857233, -1.9572622740672652] User Vector: [1.7770313476136195, -0.013332259663038507] Predicted: 1.3157521489331991 Movie Vector: [1.7271075966204676, -0.5063771607300922] User Vector: [1.9262507962894295, -0.2675616311286566] Predicted: 3.46232948235894 Movie Vector: [1.753662817838085, -0.3226384081789897] User Vector: [2.035901298205839, 0.11703890983683839] Predicted: 3.5325231598871056 Movie Vector: [1.9398001086890981, -0.37148587153653145] User Vector: [2.009840582261751, 0.22339038416683052] Predicted: 3.815702608364009 Movie Vector: [1.7686009870171226, 0.021195028139672896] User Vector: [1.6831032341432355, 0.07963195042116325] Predicted: 2.978425842587431 Movie Vector: [2.2315933252082596, -0.4899247512375061] User Vector: [1.8910711955109978, -0.6454051676653073] Predicted: 4.5363018236117725 Movie Vector: [2.0792715454540143, 0.08541831072136842] User Vector: [1.7825081493237884, -0.18300618151051012] Predicted: 3.6906863955526523 Movie Vector: [2.1934626850976757, -0.47780024459540166] User Vector: [2.1571286625977084, 0.15420414821265102] Predicted: 4.657902448629098 Movie Vector: [1.8216952907537498, -0.5506859424911008] User Vector: [1.9681002803468197, -0.3087856561866256] Predicted: 3.7553229325438013 Movie Vector: [1.9750902107834933, -0.32807054137880187] User Vector: [2.4826811660779105, 1.3391405892145953] Predicted: 4.464186689531069 Movie Vector: [2.3473876517313803, -0.3282633750094394] User Vector: [1.5344841320416593, -0.4722524886983084] Predicted: 3.75705229912905 Movie Vector: [2.027210201736024, -0.2634792205915396] User Vector: [1.8136858982593373, -0.6071268788827748] Predicted: 3.836687872544301 Movie Vector: [1.439598513368521, -0.21576009246635242] User Vector: [1.952764839248944, 0.13360541400492734] Predicted: 2.78237064306139 Movie Vector: [2.1227405515121984, -0.4045799605690221] User Vector: [2.1959906851014326, -0.25329265490078456] Predicted: 4.763995610340047 Movie Vector: [1.9008630889251867, -0.1560169605365304] User Vector: [1.8194110510692145, -0.23209747791286026] Predicted: 3.4946624536122064 Movie Vector: [1.7695658589172034, 0.0212406787151999] User Vector: [1.633257048693944, 0.42241242358331454] Predicted: 2.899128238779318 Movie Vector: [1.8199525772398308, -0.7901003841692729] User Vector: [2.171516594649668, 0.041580945990280935] Predicted: 3.9192041015506818 Movie Vector: [1.4830109962055626, -1.1299049998367134] User Vector: [2.172932284777285, -0.5726234314010985] Predicted: 3.8694925504985473 Movie Vector: [1.2111554692902353, -0.662523963603636] User Vector: [2.212048886385023, -0.9263097181621137] Predicted: 3.2928374930839253 Movie Vector: [1.5561294618525439, -0.5663188445130896] User Vector: [1.740880982282552, -0.12229258668649726] Predicted: 2.778292782493489 Movie Vector: [1.6879258862504332, -0.4787194666876837] User Vector: [1.979944162112424, -0.31236598008928357] Predicted: 3.4915346799597025 Movie Vector: [2.03687732664885, -0.6789045018193993] User Vector: [2.094040518860051, -0.05335845120626178] Predicted: 4.301528946684074 Movie Vector: [2.403138343325705, -0.3524241409033902] User Vector: [1.587239791633506, -0.6134356532147591] Predicted: 4.030546336410502 Movie Vector: [1.8331818898738212, 0.2758923646741779] User Vector: [2.1812394651109406, -0.35476174982534653] Predicted: 3.900732626864173 Movie Vector: [2.0037223408571823, 0.9527023960834542] User Vector: [1.8489822389710584, -0.6036400658987761] Predicted: 3.129757682920705 Movie Vector: [2.204644352519596, -0.4807273152669186] User Vector: [2.031872847974313, 0.04151092864378767] Predicted: 4.459601562043312 Movie Vector: [2.1139881860626977, 0.3722193975049351] User Vector: [1.6807435450865695, 0.12440225269466364] Predicted: 3.5993769296604095 Movie Vector: [1.5494903934815254, 0.8992870561855524] User Vector: [1.9092104526178333, -1.2021808120403246] Predicted: 1.8771976120033471 Movie Vector: [1.9907161382368865, -0.10067950607553858] User Vector: [2.0251907377499396, 0.09965204794596792] Predicted: 4.021546965680056 Movie Vector: [1.991194376044272, -0.5661236901872805] User Vector: [1.6351951457463847, -0.1421359180032169] Predicted: 3.336457888353233 Movie Vector: [1.738875772031333, -0.6489499853252526] User Vector: [1.9465437299660178, -0.6109551057652566] Predicted: 3.7812770381581613 Movie Vector: [2.26385208163475, -0.10603617369881485] User Vector: [1.8845836658962138, 0.14382407992493282] Predicted: 4.2511680999329995 Movie Vector: [1.3777423808386422, 0.4014898380146403] User Vector: [1.5828730107860378, -0.3756010907486661] Predicted: 2.029991209362781 Movie Vector: [0.25452922266227457, -0.22138629773914362] User Vector: [1.372754884494793, -0.4714197597531252] Predicted: 0.4537721089491211 Movie Vector: [1.89689543135954, 0.2655298493123472] User Vector: [1.6205745508762264, 0.09362163361866041] Predicted: 3.098919800001791 Movie Vector: [1.3471131455485656, -0.22208781079096931] User Vector: [1.7178148313141155, -0.3335345409463283] Predicted: 2.388164896903478 Movie Vector: [2.043644222499029, 0.14458435639885772] User Vector: [2.056297651177527, 0.2860544831628624] Predicted: 4.243699817910387 Movie Vector: [1.5670334035402365, -0.923774046795994] User Vector: [2.1485746837122988, 0.42091900990635644] Predicted: 2.9780542422235126 Movie Vector: [2.264958754319837, -0.0828960478243946] User Vector: [1.8776368612364542, 0.11731866701082155] Predicted: 4.243044792459904 Movie Vector: [2.181988338749015, 0.49860875514637515] User Vector: [1.7730937924050292, -0.23328619379320897] Predicted: 3.752551439855973 Movie Vector: [2.027736939857073, -1.24785711043004] User Vector: [1.6162541638403805, 0.17326448225486887] Predicted: 3.0611289560502275 Movie Vector: [2.2037902621187144, -0.28358019407111434] User Vector: [1.9621676025678256, -0.26047342405411267] Predicted: 4.3980709593274305 Movie Vector: [1.8176888896782366, 0.019289101647087272] User Vector: [1.864789353098274, -0.14225616361732465] Predicted: 3.3868628951170594 Movie Vector: [0.9198591822511973, -0.351444380538185] User Vector: [1.571494271950948, 0.27016066712656694] Predicted: 1.3506069876051605 Movie Vector: [1.999719285555907, -0.289711512229865] User Vector: [2.0559413652265124, -0.21784150607362757] Predicted: 4.17441679016662 Movie Vector: [1.5896458392525923, -0.7590237153114131] User Vector: [1.8869603823467511, -0.35181720382791604] Predicted: 3.266636321791931 Movie Vector: [1.8960300508050942, 0.17794963446665418] User Vector: [1.9097693602055281, 0.8789889229829081] Predicted: 3.7773958546015463 Movie Vector: [0.918497529888123, 0.7029100880888894] User Vector: [2.0210998963033524, -0.0420115906863628] Predicted: 1.8268448915016653 Movie Vector: [1.6432910259462168, -0.9395247200535959] User Vector: [1.6542537336858483, -0.05134969970675171] Predicted: 2.7666646274457993 Movie Vector: [1.7552176899806429, -0.30145347639735876] User Vector: [2.0625129775768927, -0.5038485146870183] Predicted: 3.7720461503876583 Movie Vector: [1.117318782795961, -0.6575607022377751] User Vector: [1.4771496269162534, -0.18528820437102986] Predicted: 1.772285264936167 Movie Vector: [1.643875576141994, -0.5663791574986748] User Vector: [1.554680105720077, -0.24801418843137588] Predicted: 2.6961707215985684 Movie Vector: [1.5482713800222476, -0.8924474227060997] User Vector: [1.8271950167211035, -0.2558391454063662] Predicted: 3.0573167360537994 Movie Vector: [1.2124754108821398, -0.7406155866547014] User Vector: [1.869053671392135, -0.7635431703591488] Predicted: 2.831673591233683 Movie Vector: [1.9804642937050634, -0.2740802691151938] User Vector: [1.7540758605386113, 0.02124577719418184] Predicted: 3.4680615619157593 Movie Vector: [1.6335817365955803, -0.23057347284476545] User Vector: [1.539049528647577, -0.3735610999481982] Predicted: 2.600296481849485 Movie Vector: [1.7830396769088293, -0.7340802970376616] User Vector: [1.1045124153060097, -0.11519773260214555] Predicted: 2.0539538458956663 Movie Vector: [1.7669129861650703, -0.7911160044860874] User Vector: [1.2451613047080663, -0.26971786880916304] Predicted: 2.413469801869732 Movie Vector: [1.7137111117780275, -0.7299244487073157] User Vector: [1.731129261883414, -0.33184027223540435] Predicted: 3.2088737797840143 Movie Vector: [2.0007601037560065, -0.3104897727345588] User Vector: [1.8254321347051257, -0.728502023350737] Predicted: 3.8784442148990124 Movie Vector: [1.683777886008175, -1.2148515200010754] User Vector: [2.0608660007387476, -0.08332486860827736] Predicted: 3.5712679413526662 Movie Vector: [1.7709640719955373, 0.05323642472311366] User Vector: [1.8147248758753087, -0.11637272604383343] Predicted: 3.2076172878618765 Movie Vector: [2.3434067263366622, -0.5405121571009095] User Vector: [2.1879088036271317, 0.7414358217451512] Predicted: 4.726405131667663 Movie Vector: [2.0106533268220907, -0.32522202257272714] User Vector: [1.6129604667744988, 0.17529140360865786] Predicted: 3.1860957037314384 Movie Vector: [1.4911831602669932, -2.4146048936311124] User Vector: [2.012485825871479, -0.21979239458826447] Predicted: 3.5316967653712856 Movie Vector: [1.6740891942765928, -0.4370006268297823] User Vector: [1.9388568756808588, -0.25747383712963395] Predicted: 3.3583355730441204 Movie Vector: [1.9348475254849915, 0.06712957214245999] User Vector: [2.1537291846741766, -0.49197585838175606] Predicted: 4.134111454654053 Movie Vector: [2.097018836693612, 0.25550469629363765] User Vector: [2.019337949912624, -0.03471768439095477] Predicted: 4.2257191872107045 Movie Vector: [2.282782578023092, -0.1468628118425308] User Vector: [1.8661743551067267, 0.01327143150117269] Predicted: 4.258121225643677 Movie Vector: [1.3455349200652849, -0.290254687899885] User Vector: [2.160869037804768, -0.7673885047733331] Predicted: 3.1302628590051307 Movie Vector: [1.6131840982174213, -1.104594229648099] User Vector: [1.9940679054098758, -0.11449239114397969] Predicted: 3.3432662703691856 Movie Vector: [1.3121530116768598, -0.8496739985529541] User Vector: [1.9544018726674368, -0.22619195112095256] Predicted: 2.756663722796906 Movie Vector: [2.194831801940558, 0.37352463087686005] User Vector: [1.3379214469892462, -0.22781915770957634] Predicted: 2.8514164735601795 Movie Vector: [2.368785178671096, 0.2885453050730639] User Vector: [1.7995978829366879, -0.18230412016643815] Predicted: 4.210257794698808 Movie Vector: [1.5667789898038558, -1.0284021379500004] User Vector: [1.696447537241589, -0.5986682761471411] Predicted: 3.273630093767177 Movie Vector: [2.176357137781786, 0.05272311033907007] User Vector: [2.0497466161731217, -0.5067591313220419] Predicted: 4.434262761156412 Movie Vector: [1.6235917672234912, -0.1692893775753473] User Vector: [2.0769112553010056, -0.8011638557087349] Predicted: 3.507684545829316 Movie Vector:
avg loss: 0.9297308610850517: 84%|█████████████████████████████████████▊ | 58737/70000 [01:23<00:15, 723.41it/s]
[2.0497992258422877, -0.5126608078287398] User Vector: [1.7992021074001878, -0.2289604104105858] Predicted: 3.8053821158446084 Movie Vector: [1.9752852244536365, -0.15693426742764552] User Vector: [1.9345012844213014, 0.21652662880092555] Predicted: 3.7872113559345277 Movie Vector: [2.043395790846469, -0.12840744172745114] User Vector: [1.910422474254035, -0.33178875364765764] Predicted: 3.9463533876790273 Movie Vector: [1.698465266237778, -0.6362664763647013] User Vector: [1.639582869573907, -1.363113529309609] Predicted: 3.6520779972686226 Movie Vector: [2.1868805257351127, -0.040726423594856204] User Vector: [1.9995251050226246, -0.09758545985537327] Predicted: 4.3766968196672025 Movie Vector: [1.0050286817443999, -1.6087479789758965] User Vector: [2.0998100837324127, -0.22419703450690842] Predicted: 2.4710458865225626 Movie Vector: [2.064721650647536, -0.16426759670546967] User Vector: [1.7370093681598913, -0.5193361909639524] Predicted: 3.6717509577891456 Movie Vector: [1.5949956295644574, -1.1035499115174698] User Vector: [2.015516616245871, 0.06608296611017117] Predicted: 3.1418143428230167 Movie Vector: [2.070668540766994, 0.20261775048747446] User Vector: [1.7392054195175872, -0.4854601400251578] Predicted: 3.502955106603298 Movie Vector: [1.8476271031596048, -0.5067727656512478] User Vector: [1.7496144013857964, -1.7833626237142046] Predicted: 4.136394597057478 Movie Vector: [2.161494094293574, -0.36898254805128367] User Vector: [1.832624041463203, -1.2087261050201235] Predicted: 4.407204880809564 Movie Vector: [1.394785825130869, -0.5547351631505636] User Vector: [2.0193400928026346, 0.22157115859990573] Predicted: 2.69363362474419 Movie Vector: [1.6095908156755274, -0.9384786316318405] User Vector: [1.9065117167351118, 0.07215120257645094] Predicted: 3.000991387370079 Movie Vector: [2.0281830071666955, -0.16181667430263025] User Vector: [1.8890238201870098, -0.5057198105558891] Predicted: 3.913119910109519 Movie Vector: [1.275708917392313, -0.9171425487330006] User Vector: [1.9116759027145718, -0.7578597394707379] Predicted: 3.133807409297299 Movie Vector: [2.198208597672334, -0.3141067182366151] User Vector: [1.8634211076342937, -0.996027161974033] Predicted: 4.409047123008001 Movie Vector: [2.17982999221543, -0.48123426979458717] User Vector: [2.156782731545606, -0.39040785495424646] Predicted: 4.88929732391641 Movie Vector: [2.3536383530887384, -0.17873757698113615] User Vector: [1.9332267860954602, -0.5768668413400486] Predicted: 4.653224490434635 Movie Vector: [1.9780222775635266, 0.24612404917268557] User Vector: [1.9593170967342892, -0.14711801217036066] Predicted: 3.83936358528991 Movie Vector: [1.9691103887642163, -0.588806587963467] User Vector: [1.9062290273392273, -0.21174400760760403] Predicted: 3.8782516477387237 Movie Vector: [1.9885184999551901, -0.16139364920644744] User Vector: [1.7978042635011673, -0.14296700154421904] Predicted: 3.598041003365712 Movie Vector: [1.760527551476578, -0.7669333419698193] User Vector: [1.5817750494234157, -0.37592104920806774] Predicted: 3.073064941334094 Movie Vector: [1.592278986236987, -0.025697957471868038] User Vector: [1.766204367145766, -0.1404022667492153] Predicted: 2.8158981506860745 Movie Vector: [2.0556881931711946, -0.07447215476428985] User Vector: [1.9381934914902497, -1.4110679584222716] Predicted: 4.0894067479203144 Movie Vector: [2.1073932020051998, -0.4088785884419149] User Vector: [1.9833433756288443, -0.2868486527629779] Predicted: 4.296970619280463 Movie Vector: [1.6046558806962046, -0.43327230955269164] User Vector: [1.7683206835600833, -0.6458443602126965] Predicted: 3.1173726613923556 Movie Vector: [1.8681797620765812, -0.27389017213691796] User Vector: [1.940042865465278, 0.06824376625503518] Predicted: 3.6056575219364286 Movie Vector: [1.5513257498743283, 0.5586109142747063] User Vector: [1.8473484013086008, 0.3037104815503025] Predicted: 3.0354951337128324 Movie Vector: [1.5898692501928229, -0.4664077956321699] User Vector: [2.2200521244527653, 0.08279266833740939] Predicted: 3.490977460558945 Movie Vector: [1.682029463616572, -0.3285828844432615] User Vector: [2.203095464546715, 0.12991280691453647] Predicted: 3.662984357705515 Movie Vector: [1.6991987700231317, -1.6146733138242964] User Vector: [1.721394949969397, -0.08540493707489429] Predicted: 3.062893254475705 Movie Vector: [1.9362404561540103, -0.04357638203422688] User Vector: [1.7710256002386326, -0.38986085860094427] Predicted: 3.4461201417810665 Movie Vector: [2.139909969169029, -0.9017537494908144] User Vector: [2.1721258960646797, -0.4681814560329335] Predicted: 5.070338242698784 Movie Vector: [2.038344562547642, 0.06892907181478006] User Vector: [1.9071400722404044, -0.754598805048329] Predicted: 3.8353948010434222 Movie Vector: [2.0266585006780247, -0.4631305750483043] User Vector: [1.635627987043604, -0.5384442225406293] Predicted: 3.564229346305485 Movie Vector: [2.307313391922738, 0.040412346446438055] User Vector: [1.4228097239022932, -0.391578773274851] Predicted: 3.267043313071 Movie Vector: [1.9628593100748362, -0.2370444740932696] User Vector: [1.9055720370480362, -0.9882104813390497] Predicted: 3.97461964778048 Movie Vector: [1.226638981174918, -0.8680566682390268] User Vector: [1.3764492221288966, -0.4746330478889941] Predicted: 2.100414653657853 Movie Vector: [1.3103285983743982, -0.47141763212782467] User Vector: [2.2053372558414823, -0.1710739735061003] Predicted: 2.9703637628985553 Movie Vector: [1.9831325547865744, -0.27717569587983354] User Vector: [1.9282912780552277, -0.7466431266610566] Predicted: 4.031008536828506 Movie Vector: [2.186174377923153, -0.48238269238668546] User Vector: [1.7077720035438062, -1.0568891161789027] Predicted: 4.24331241489852 Movie Vector: [2.1252022107063997, 0.40296625402965086] User Vector: [1.310912836723223, 0.3340202621076991] Predicted: 2.9205537524391327 Movie Vector: [2.0950044648862605, -0.2928217757418359] User Vector: [1.837544580766796, -0.1020345748351802] Predicted: 3.87954204652429 Movie Vector: [1.94140458119946, -0.12739789507810012] User Vector: [1.8924408886084654, -1.0189458809695895] Predicted: 3.803804971227678 Movie Vector: [1.8772743764016224, -0.1642228695300585] User Vector: [1.9275375194832025, -0.07490945581198385] Predicted: 3.6308186406669383 Movie Vector: [0.7755188617428039, -0.5908232408222654] User Vector: [1.9324165731063234, -0.22725097461648988] Predicted: 1.6328906584912788 Movie Vector: [2.067011920271505, -0.493923619613816] User Vector: [2.0121478499957455, 0.41141601753989177] Predicted: 3.9559255027394817 Movie Vector: [1.3992040793853049, -0.9946081827987162] User Vector: [1.6998792819836486, -0.4078138461440366] Predicted: 2.7840930142475595 Movie Vector: [0.9180131478316317, 1.0042199392409732] User Vector: [1.5783570111070897, -0.3744320594182049] Predicted: 1.0729403482097228 Movie Vector: [1.6625331380643393, -0.2359792310604638] User Vector: [2.0049485060498142, 0.04738183775159933] Predicted: 3.3221122017815525 Movie Vector: [1.7146768443232439, -0.4829398327952944] User Vector: [2.118782949866725, 0.16255696453659632] Predicted: 3.554522829010356 Movie Vector: [1.578175662931174, -0.45858317321780956] User Vector: [2.1708034359382054, -0.23334177180934984] Predicted: 3.5329157617656453 Movie Vector: [1.9916277168137961, -0.25246472543054144] User Vector: [2.0973676374562427, 0.28896011491032814] Predicted: 4.104223283034909 Movie Vector: [1.6158616858631538, -0.2643450253976001] User Vector: [1.9266572553799137, -0.7464147448662943] Predicted: 3.310522665447488 Movie Vector: [1.998069608218275, -0.14005459548097465] User Vector: [1.8226125917961875, -0.8234893581382091] Predicted: 3.7570402961608376 Movie Vector: [2.0433700907985464, -0.09808860236093392] User Vector: [1.8284055371345587, -0.310127761978213] Predicted: 3.766529187156975 Movie Vector: [1.794227402980545, -0.23926670366508443] User Vector: [1.7293721873961019, -0.2387109860020732] Predicted: 3.1600025593278507 Movie Vector: [2.2413149625767965, -0.027161601338589268] User Vector: [1.6594299978436466, -0.428773248045973] Predicted: 3.730951451543823 Movie Vector: [1.9382573912342367, -0.7310245766800662] User Vector: [1.788830539104857, -0.632240170525302] Predicted: 3.9293971171039046 Movie Vector: [1.6248808506131835, -0.5820893304141588] User Vector: [2.060439843060683, -0.5894328818084705] Predicted: 3.691071836325718 Movie Vector: [1.9937560329733617, -0.19957811282840515] User Vector: [2.068735020747621, -0.6174477088079465] Predicted: 4.247781976732956 Movie Vector: [2.1331665095687864, 0.053243371928719724] User Vector: [1.8784177068645627, -0.15910424696406936] Predicted: 3.998506496667936 Movie Vector: [1.5950280099355214, -0.44090461582714635] User Vector: [1.7874408359782297, -0.23000773377166478] Predicted: 2.9524296709837086 Movie Vector: [2.011295124333235, -0.5077609053398847] User Vector: [1.9905626535441479, -0.8641902361127913] Predicted: 4.4424109764276904 Movie Vector: [1.8906435761419247, -0.3723634748627819] User Vector: [2.1846424728853777, 0.14400758764385635] Predicted: 4.0767570917858755 Movie Vector: [1.9030841165483723, 0.16304606706491567] User Vector: [1.9160276021897282, 0.1547295511574047] Predicted: 3.67158974137047 Movie Vector: [1.0450574698044526, 1.572941090355644] User Vector: [2.199345766267379, 0.30795956350627074] Predicted: 2.782844973327524 Movie Vector: [1.6090321911458836, -0.22461475934613254] User Vector: [2.064174561647366, 0.05678147118012721] Predicted: 3.308569361350611 Movie Vector: [1.315947293137189, -0.6710680695822727] User Vector: [2.1037046840943194, -0.045729359122876484] Predicted: 2.7990519973437684 Movie Vector: [2.1077714752174903, 0.09092619159155334] User Vector: [1.869812928553244, -0.2714085377375526] Predicted: 3.916460210095499 Movie Vector: [1.8291986055980844, -0.277349982619986] User Vector: [2.1085861663415653, -0.62143687112277] Predicted: 4.02937838066072 Movie Vector: [2.045597959884259, -0.4693653927870699] User Vector: [1.8466164652182193, -0.5244758940884778] Predicted: 4.02360570797526 Movie Vector: [1.8603224646528294, -0.40418061816205625] User Vector: [1.8274661877122886, -1.1004215794965495] Predicted: 3.8444454766344167 Movie Vector: [2.1505102120302717, 0.13132794612919038] User Vector: [2.1151512558018637, -0.2485186330240584] Predicted: 4.516016933940678 Movie Vector: [1.8436960729691239, -0.3034023353505839] User Vector: [2.2316232802694707, 0.14956817049289176] Predicted: 4.069055745957639 Movie Vector: [1.5070558521061623, -0.018923248138102308] User Vector: [1.9932169286336245, 0.10193452989310348] Predicted: 3.0019603044113667 Movie Vector: [1.6503692673501442, -0.46819013915858954] User Vector: [1.8659777080497122, -0.2781940848365104] Predicted: 3.209799990218407 Movie Vector: [1.8643721632380725, 0.9408432954624518] User Vector: [1.8964230150054011, -0.6754923684494395] Predicted: 2.90010581290838 Movie Vector: [1.94788878932455, -0.24946388674920852] User Vector: [1.6564450787105904, 0.16825779256492907] Predicted: 3.1845965560430916 Movie Vector: [1.4564546001461913, 0.21574637691505852] User Vector: [1.9681969258389143, -0.29513033807803074] Predicted: 2.8029161654736274 Movie Vector: [1.92628382721314, -0.08942193177944313] User Vector: [1.7088312511327832, 0.01855638544516223] Predicted: 3.2900346546601256 Movie Vector: [1.5901781275673832, -0.12506948229227513] User Vector: [2.215199916993057, -0.21922763425829414] Predicted: 3.549981142912287 Movie Vector: [1.9063648830182338, -0.12537363233169446] User Vector: [1.8687745277274501, 0.4140990651557352] Predicted: 3.510649029994862 Movie Vector: [1.2768624510543851, -1.3107826877043096] User Vector: [1.7948153245678258, -0.11484798289091884] Predicted: 2.4422730422088232 Movie Vector: [1.547435644284281, -0.4552788987276513] User Vector: [1.7604606856461937, -0.27660492746934884] Predicted: 2.8501320020909517 Movie Vector: [0.9869547240408845, -0.9619602040615671] User Vector: [1.6957756859587674, 0.03731876976567314] Predicted: 1.6377546527915634 Movie Vector: [1.9962022669347688, -0.3394344959303064] User Vector: [1.8510273484912207, -0.234194514277659] Predicted: 3.7745186861199094 Movie Vector: [2.3596737993653023, -0.33562598535274635] User Vector: [1.7894570170359552, -0.23056505535420574] Predicted: 4.2999184620812985 Movie Vector: [1.9258815262197293, 0.7041999977345653] User Vector: [1.4383649002235448, -0.5184489693324169] Predicted: 2.4050286262740332 Movie Vector: [2.0220068965139073, 0.12351563638456824] User Vector: [2.0310417765328728, -0.24983919934493629] Predicted: 4.075921431556426 Movie Vector: [1.7071473617375705, -0.44139064309731263] User Vector: [1.9453471467242112, -0.12182237466917964] Predicted: 3.3747655054928183 Movie Vector: [1.9671560034129498, -0.6672577180175864] User Vector: [1.6314771821593288, -0.9302038811856924] Predicted: 3.8300558523670336 Movie Vector: [2.2080442759379095, -0.3130263556984416] User Vector: [1.839183051951203, -0.7510553359825327] Predicted: 4.296097725013349 Movie Vector: [1.9221665225178295, 0.30930888600220696] User Vector: [1.9585625336032606, -0.7119090738854471] Predicted: 3.5444835317715184 Movie Vector: [2.1332410554117827, 0.053237057805843396] User Vector: [1.9231939055519616, 0.11565130820478871] Predicted: 4.108793132221394 Movie Vector: [2.3701304090368582, -0.10529672893253747] User Vector: [1.9013872649194425, -0.6829759873188062] Predicted: 4.578450913345132 Movie Vector: [2.227124885393651, 0.16329546543236517] User Vector: [2.057948416330052, -0.20795106970531801] Predicted: 4.549350664150425 Movie Vector: [1.6522590919795208, -0.49598049378108944] User Vector: [2.06304541389547, -1.118100468315433] Predicted: 3.9632415646474 Movie Vector: [1.6706274967433201, -0.04418331700175902] User Vector: [1.7605253468912347, -0.31273617576549695] Predicted: 2.9549997748218337 Movie Vector: [2.175133103101291, -0.47554957698032496] User Vector: [1.6932042632812574, 0.02746650878973137] Predicted: 3.6698829567392135 Movie Vector: [1.2318213503047255, -1.4025733249319132] User Vector: [1.9058414527805665, -0.12668693873724268] Predicted: 2.5253439127210173 Movie Vector: [1.8440086616167548, -0.8930509083237558] User Vector: [2.0263275598834625, -0.5472696598482969] Predicted: 4.2253052385234025 Movie Vector: [1.8936631790706784, 0.06917953145516292] User Vector: [1.6217761597959903, -0.1997809632087767] Predicted: 3.057277045071867 Movie Vector: [2.3190670709463883, -0.10242896323059722] User Vector: [1.723829047020359, 0.6648435921244477] Predicted: 3.929575939033995 Movie Vector: [2.1312084174156474, -0.7207718408443694] User Vector: [1.4962647783256466, -0.5872110509703198] Predicted: 3.6120972804222102 Movie Vector: [2.0718784406914335, 0.11738091930913781] User Vector: [2.1003126761758732, -0.19979937008315024] Predicted: 4.328139918741973 Movie Vector: [2.038848814430524, -0.24003486823101677] User Vector: [1.7685417227384734, -0.30519471638249773] Predicted: 3.6790465682079287 Movie Vector: [1.7710412986331037, -0.36429215110788965] User Vector: [2.0027496712157324, -0.3188339424828985] Predicted: 3.6631010813002365 Movie Vector: [1.8584272922970169, 0.09163545951861049] User Vector: [1.945953403786987, -0.07652046664946095] Predicted: 3.6094009270120115 Movie Vector: [1.9599492769908498, -0.15912173550227943] User Vector: [2.131809566497272, 0.01723793831996617] Predicted: 4.17549568787655 Movie Vector: [1.8428604161598012, -0.27489491257248816] User Vector: [2.0658086849735424, 0.0933954181105335] Predicted: 3.7813231276007078 Movie Vector: [1.786874811094708, -0.23825180099026944] User Vector: [1.6646852636341698, -0.29948200505612893] Predicted: 3.0459362930572507 Movie Vector: [1.8308069107141427, -0.4116854168239676] User Vector: [1.8410821926468006, -0.3107362838643883] Predicted: 3.49859159803555 Movie Vector: [1.5856482074611888, -0.6130289149920537] User Vector: [1.9066947616741532, -0.7865354536758529] Predicted: 3.5055161067939506 Movie Vector: [1.645372419840051, -0.2363847808110687] User Vector: [1.84611345875018, -1.4646396494122977] Predicted: 3.3837626914165964 Movie Vector: [1.8583005987370391, -0.4741693543283776] User Vector: [1.9102155437202286, 0.23810798965193775] Predicted: 3.4368511768984122 Movie Vector: [1.5162260850308025, -2.4173399411681293] User Vector: [2.283340826040562, -0.5106430033013679] Predicted: 4.696458649016925 Movie Vector: [1.8786243778916005, 0.09084125221043497] User Vector: [1.7197143216009625, 0.2881927726990679] Predicted: 3.256877039918865 Movie Vector: [1.2668099248286697, -0.3247910561637859] User Vector: [1.5430438523925853, -0.7736399571484858] Predicted: 2.2060146054295546 Movie Vector: [1.872180904928818, 0.7235560260667754] User Vector: [1.8895909539407554, 0.13797396852426197] Predicted: 3.6374879984601893 Movie Vector: [1.5972874087252957, -0.4411953550700137] User Vector: [1.4803625747109117, -0.10477162478921419] Predicted: 2.410789255134039 Movie Vector: [1.7314902260411078, -0.7779221627849586] User Vector: [1.922325591917908, -0.026092080017744664] Predicted: 3.348785580993507 Movie Vector: [1.7795877007498415, -0.25373361036597925] User Vector: [1.7506985302008302, -0.6825047950003896] Predicted: 3.288695977793764 Movie Vector: [1.834491034993521, -0.5526935344420444] User Vector: [2.2412784005223156, -0.3183692137242971] Predicted: 4.287565738673623 Movie Vector: [2.330173040848889, -0.2781417058373067] User Vector: [1.808345102577465, -0.22622549746846746] Predicted: 4.2766797523469 Movie Vector: [1.0253373073811027, -0.6368517406673166] User Vector: [1.8333530887014768, -0.2368085718562825] Predicted: 2.030617270639615 Movie Vector: [1.8553364756472703, -0.41582549589407813] User Vector: [1.9080738289000279, 0.3751528491438239] Predicted: 3.3841208534548635 Movie Vector: [2.3292421282359337, 0.5218795809880373] User Vector: [1.6871087139531797, -0.08004530459794038] Predicted: 3.8879106814300606 Movie Vector: [2.152704595446265, 0.05857073155865498] User Vector: [2.38523163242301, -0.4238033301776275] Predicted: 5.109876625235312 Movie Vector: [1.9671021188478472, -0.3827864302939307] User Vector: [2.082247242214853, -0.20082285544040673] Predicted: 4.172865226081391 Movie Vector: [1.7947951622318725, -0.45292175212840075] User Vector: [2.1631949130071884, -0.3918234522597587] Predicted: 4.059957129352386 Movie Vector: [2.1924104640364015, 0.44197242105932427] User Vector: [1.6302327151770744, 0.3752261907386679] Predicted: 3.7399788915343293 Movie Vector: [2.1935737242834534, -0.3071171097301516] User Vector: [2.171551016780847, -0.15891867991315803] Predicted: 4.812263897008543 Movie Vector: [2.0013942157407634, 0.1633972498806045] User Vector: [1.6775770365992548, -0.29448539046457683] Predicted: 3.3093748745773515 Movie Vector: [2.0781598993045094, -0.3994378842243893] User Vector: [1.4752132931311273, 0.5203851981271755] Predicted: 2.8578675461844485 Movie Vector: [2.0988585146919503, -0.2916156691849736] User Vector: [1.7578427391339817, -0.4045406759885876] Predicted: 3.8074336004617315
avg loss: 0.9298186931432181: 84%|█████████████████████████████████████▊ | 58881/70000 [01:23<00:16, 676.61it/s]
Movie Vector: [1.729512077733824, -0.3702478184737815] User Vector: [1.8744918091524592, -0.2712066976430261] Predicted: 3.3423699117001133 Movie Vector: [2.2353908938537663, 0.3054207456858107] User Vector: [1.9270250617580917, 0.049091337997841] Predicted: 4.322647788340045 Movie Vector: [2.180634240870223, 0.01776050210112789] User Vector: [1.922241162757372, -0.9166384063319173] Predicted: 4.175424940377283 Movie Vector: [2.14499379051039, -0.4760384853253761] User Vector: [2.0306018385179407, -0.5787438617005498] Predicted: 4.6311326859352535 Movie Vector: [2.1519290424546735, -0.3129798440236527] User Vector: [1.8796766395458904, -0.7246031395276953] Predicted: 4.271716928650833 Movie Vector: [1.6009509902647965, -0.6735804954864453] User Vector: [1.6934060770195798, -0.22175537953752475] Predicted: 2.860430234350591 Movie Vector: [1.9860842111954906, -0.3767590181031135] User Vector: [2.047730610602999, -0.989381460519351] Predicted: 4.439723822095012 Movie Vector: [1.7677107458357184, -0.30450538816951006] User Vector: [1.9787680495711781, -0.3572602545883113] Predicted: 3.606677217244309 Movie Vector: [1.4638191644966407, 0.07325315001289034] User Vector: [1.679121279405896, -0.53353070749978] Predicted: 2.4188471033555046 Movie Vector: [2.072432821344572, 0.08903575800644699] User Vector: [1.620776854061745, -0.03220984227401672] Predicted: 3.356083320711027 Movie Vector: [1.6291916611142445, -0.4206608840368311] User Vector: [1.833457475736418, -0.32627064876982315] Predicted: 3.124302930024129 Movie Vector: [1.4451311723581977, 0.07919114733902846] User Vector: [2.2689321833809544, -0.057848282553212414] Predicted: 3.2743235543035825 Movie Vector: [1.589666299299321, -0.32489251673952607] User Vector: [1.3664630938914974, -0.5447399177458044] Predicted: 2.3492022524405143 Movie Vector: [2.110939604130741, -0.46633266759263303] User Vector: [1.5466770599520956, -0.1958870292823277] Predicted: 3.3562903815653993 Movie Vector: [1.8266814667023046, -0.19534577889206473] User Vector: [1.5361981555700275, -0.8574948550875648] Predicted: 2.9736527003250517 Movie Vector: [1.6064983581901828, 0.42984453037389] User Vector: [1.6321534905193444, -0.09235832634483578] Predicted: 2.582352181419888 Movie Vector: [2.3914286528538904, -0.11294703214402468] User Vector: [1.8059550273805347, -0.6560059900435812] Predicted: 4.392906527887468 Movie Vector: [1.857743917681654, -0.4443596921118965] User Vector: [2.105051807998596, -0.6263634088008668] Predicted: 4.188977844199072 Movie Vector: [1.791237797665552, -0.4245706304455183] User Vector: [2.051244193133569, -0.2924809011145763] Predicted: 3.7984449315623157 Movie Vector: [2.29331407295865, -0.09626413569834504] User Vector: [1.8439703050420417, -0.6530364405329716] Predicted: 4.291667039198199 Movie Vector: [1.8538332769614119, -0.6107170397565173] User Vector: [1.6701663662300066, -0.9407487418690219] Predicted: 3.6707412745678236 Movie Vector: [1.61231544850709, -0.6747069897496938] User Vector: [1.7108404846891196, -0.5743994161937972] Predicted: 3.145965844409724 Movie Vector: [1.890127908125764, -0.10859273295315411] User Vector: [1.7500484759286712, -0.12562889291038343] Predicted: 3.321457849744758 Movie Vector: [2.066633045154205, -0.2748578389815451] User Vector: [1.695334687951732, -0.877412956031147] Predicted: 3.7447985177063723 Movie Vector: [1.9167937862053595, 0.06479730678692772] User Vector: [2.0209416520785193, -0.18889315042890747] Predicted: 3.861488633569408 Movie Vector: [1.6321191013523715, -0.5276327933387159] User Vector: [2.1143568116620006, -0.2617875669282745] Predicted: 3.5890098445877614 Movie Vector: [2.0209721451070344, 0.2623700532394349] User Vector: [1.5821154450374528, -0.29209447465633165] Predicted: 3.1207744018977848 Movie Vector: [1.9143136587649687, 0.2340792813429771] User Vector: [1.8850588601439149, -0.7377552508594425] Predicted: 3.435900704621233 Movie Vector: [0.9582173486744167, -0.9625926246722947] User Vector: [2.182493731945713, -0.16045074378538174] Predicted: 2.2457520599145466 Movie Vector: [1.554446326756256, -0.4563804225120121] User Vector: [2.0643879567155046, -0.15891479683463888] Predicted: 3.281505878439072 Movie Vector: [1.7748588679590316, -0.18640726279541336] User Vector: [1.4839103522852597, -0.18926700378775127] Predicted: 2.6690121921232675 Movie Vector: [1.7829434024537798, -0.40305980013012627] User Vector: [2.1361636792964567, -0.5066359063710899] Predicted: 4.012863505723686 Movie Vector: [1.9084607669009088, -0.4747335661499683] User Vector: [1.908765839242786, -0.7391251958647576] Predicted: 3.9936922574597142 Movie Vector: [1.4686817414835884, -1.2081702254340003] User Vector: [1.5765777413601816, -0.37637841297681557] Predicted: 2.7702201348198248 Movie Vector: [1.6052790151354013, 0.21598469624742422] User Vector: [1.6137291689479059, -0.4790061743898581] Predicted: 2.4870275679477296 Movie Vector: [1.9109728032088644, -0.43804377992986565] User Vector: [1.8325189115429972, -0.2362904524319931] Predicted: 3.6053993642692266 Movie Vector: [1.868445694969004, -0.6189477251147287] User Vector: [2.119358540132798, 0.21270618724001567] Predicted: 3.8282523296968844 Movie Vector: [1.56779499628275, -1.0258205309870212] User Vector: [1.8081528111438403, -0.06033327678661135] Predicted: 2.8967040438553298 Movie Vector: [1.4601466004663866, -0.6507544560520852] User Vector: [1.585545103877913, -0.38375516458240977] Predicted: 2.564858676698463 Movie Vector: [1.712919886360284, -0.4536382559686378] User Vector: [1.8987321619449158, -0.23095373822236367] Predicted: 3.357145530083932 Movie Vector: [2.0837314120968644, -0.3974725190790117] User Vector: [1.3094718565765608, -0.533092173479281] Predicted: 2.940477129899495 Movie Vector: [1.47830788698866, -1.21046828741549] User Vector: [1.95727948469418, -0.23778210629138785] Predicted: 3.1812893982450903 Movie Vector: [2.201197022151524, -0.11081776363079149] User Vector: [1.9013717920477966, -0.6729950002775239] Predicted: 4.259873727523975 Movie Vector: [1.624511767963323, -0.8097715061512214] User Vector: [2.1200464943092077, -0.7978290779782624] Predicted: 4.090099732760394 Movie Vector: [2.123582444621116, -0.16470045791288546] User Vector: [2.1145925611652254, -0.3785640183034413] Predicted: 4.552861307580795 Movie Vector: [1.5588806674033764, -0.9403977376874443] User Vector: [1.8397642225147373, 0.13347154456647256] Predicted: 2.7424565405026677 Movie Vector: [1.741912997023727, 0.7715825835167205] User Vector: [1.8120185568894345, -0.7466865049497008] Predicted: 2.580248372527723 Movie Vector: [1.812426860218947, -0.2434745225816199] User Vector: [2.122092317671097, 0.3181586229799756] Predicted: 3.7686735975760994 Movie Vector: [1.4194186122141612, -0.8056423081800445] User Vector: [2.039715249713597, -1.2115549397585432] Predicted: 3.8712897072145425 Movie Vector: [2.183035313757186, -0.2808250204260502] User Vector: [1.6189018856737314, -0.5359257940245657] Predicted: 3.68462135798765 Movie Vector: [2.1208052789149514, 0.22771636552777272] User Vector: [1.8423608880991282, -0.19979588905001042] Predicted: 3.861791903445211 Movie Vector: [1.9906917148474292, 0.5074432161532051] User Vector: [1.8030712870190089, -0.666373307441547] Predicted: 3.2512124580612447 Movie Vector: [0.7430210214558017, -0.5870015152270017] User Vector: [1.4580442967522798, -1.7603587146884785] Predicted: 2.116690795565879 Movie Vector: [1.5584206492533852, -0.4734583183700324] User Vector: [2.177171876229437, -0.8325585726153899] Predicted: 3.787131390624727 Movie Vector: [1.5252104372942745, -0.42286924782608554] User Vector: [1.6703032361895203, -0.15211762644726223] Predicted: 2.6118897955595033 Movie Vector: [1.928506568771533, -0.13699881330631397] User Vector: [1.8338971918133355, 0.1875988638208633] Predicted: 3.5109819591426144 Movie Vector: [2.129011510608881, 0.3847324064642276] User Vector: [2.0522810320011255, -0.5369088910467501] Predicted: 4.162763690430214 Movie Vector: [1.89602416271972, -0.09338777011612855] User Vector: [2.046359029284524, -0.6123244958859351] Predicted: 3.937129784381399 Movie Vector: [2.2159750337572355, -0.6443897499464935] User Vector: [1.8483200975517797, -0.6482697743950329] Predicted: 4.513569588386767 Movie Vector: [1.5899015990542982, -0.5663304989837994] User Vector: [2.0139942133909616, -0.2773997387904888] Predicted: 3.359152552843587 Movie Vector: [1.86206981921091, -0.2580571129792072] User Vector: [2.0662099095824558, 0.4694734571437089] Predicted: 3.726276147817121 Movie Vector: [2.2311425102718827, 0.184392289688704] User Vector: [2.0182866053806734, -0.3916045368079766] Predicted: 4.430876185982645 Movie Vector: [2.1557521570901943, -0.4804960132581017] User Vector: [1.7841279658784897, -0.12758684767915354] Predicted: 3.9074426826214967 Movie Vector: [1.3351229501273512, 0.22314605600570817] User Vector: [1.4830619849219655, 0.5188766208305435] Predicted: 2.0958553640226447 Movie Vector: [1.6353883584266087, -0.16645556791963484] User Vector: [2.0082263071853785, 0.0645916341967328] Predicted: 3.2734782867039525 Movie Vector: [1.5994548194712002, -0.4673623734901124] User Vector: [1.921377904615914, -0.14437701441498393] Predicted: 3.1406335336978026 Movie Vector: [1.3964050074512175, -0.5590208647667975] User Vector: [1.7021313381620917, 0.21552093366402408] Predicted: 2.2563840252369762 Movie Vector: [1.501914497768699, -0.4696879026917933] User Vector: [1.8136415709853955, -0.4157398695084849] Predicted: 2.9192025565937643 Movie Vector: [1.6716537506069966, -0.34693135715467394] User Vector: [2.2638462753776754, -0.8277211340652321] Predicted: 4.0715295334196275 Movie Vector: [2.0849072080642643, 0.25571292676849816] User Vector: [1.9927416667456928, -0.3937156927306377] Predicted: 4.054003272705253 Movie Vector: [1.8963720856833102, -0.835160421869288] User Vector: [2.0173444631675173, -0.02517325936643888] Predicted: 3.8466594370709624 Movie Vector: [1.780610081774471, -0.8545911463364829] User Vector: [1.9013157150647735, 0.5026564058189957] Predicted: 2.9559362168183414 Movie Vector: [2.283273588493409, -0.08068497870480251] User Vector: [1.2024572853268765, 0.31345566498148997] Predicted: 2.7202477972244092 Movie Vector: [1.5901085788669111, -0.8736253405908394] User Vector: [1.4204841629431881, -0.08823228628533653] Predicted: 2.335806014797682 Movie Vector: [2.1586598772838195, -0.1403263543937379] User Vector: [1.6380001390198913, 0.42246935645033556] Predicted: 3.4766015944538133 Movie Vector: [1.7802574316259945, -0.14063161434732538] User Vector: [1.8550863383795884, -0.015057542013716615] Predicted: 3.3046488066496083 Movie Vector: [1.699353591430492, -0.37555401476698297] User Vector: [2.067840030428116, 1.1598159832698185] Predicted: 3.0784178333038605 Movie Vector: [2.1202841787257376, 0.038713079705160844] User Vector: [2.069474273048195, -0.33177286332206474] Predicted: 4.375029610122239 Movie Vector: [1.6107011293478704, -0.6233635588365383] User Vector: [1.899658436388211, -0.48464148152711906] Predicted: 3.3618898275502582 Movie Vector: [2.1373950267488313, -0.4696832533608261] User Vector: [1.6625041658649458, -0.29919118979116077] Predicted: 3.693953227466958 Movie Vector: [1.5844291914230508, -0.49532727420331385] User Vector: [2.0231477675487115, 0.19241491277595088] Predicted: 3.1102260272051754 Movie Vector: [1.5485359863630066, -0.6102526407568252] User Vector: [1.529206201166362, -0.2929936612367393] Predicted: 2.5468309885703095 Movie Vector: [2.1061688993222463, -0.2940381617886631] User Vector: [1.4995202796555067, -0.19090646024598168] Predicted: 3.2143767615577348 Movie Vector: [1.9326900140193648, -0.39906257109534343] User Vector: [1.8618925889502442, -0.7561289030908539] Predicted: 3.9002039579877366 Movie Vector: [1.1809539804704037, -0.22846018940477375] User Vector: [1.8060549288903327, -0.4879440034464288] Predicted: 2.244343536667525 Movie Vector: [1.397840692143516, -0.7148355878877003] User Vector: [2.0306151464921927, -0.38280154123875065] Predicted: 3.112116646625474 Movie Vector: [1.6994970821586155, -0.6830128170222827] User Vector: [1.86094476283322, -0.29920455644027283] Predicted: 3.3670307414535876 Movie Vector: [2.0448213724674136, -0.29449039683525535] User Vector: [1.7815146796714088, 0.20158155508056014] Predicted: 3.5835154602061925 Movie Vector: [2.2361314906103873, 0.01551491338423283] User Vector: [1.83338269881615, -0.7069534882014809] Predicted: 4.088716465026924 Movie Vector: [1.9444678482598623, -0.3445880262469138] User Vector: [2.208026861150974, -0.40313692408757595] Predicted: 4.432353396580801 Movie Vector: [1.9063812508662028, 0.1339597753085725] User Vector: [1.8841696853266403, -0.47864712117822983] Predicted: 3.5278263007520496 Movie Vector: [2.2687125436083875, -0.15339606825823884] User Vector: [1.494850699404253, 0.03738779647239402] Predicted: 3.3856513915804953 Movie Vector: [2.0035223383062077, -0.5132691207239001] User Vector: [1.6024281905797844, -0.3912795761035866] Predicted: 3.411332399342103 Movie Vector: [1.5034637214401172, 0.1460493539299888] User Vector: [1.9784123149115402, -0.32744234745488926] Predicted: 2.926648398224756 Movie Vector: [1.7636526932118282, -0.8568374265865929] User Vector: [1.9011021609640417, -0.6699051018378808] Predicted: 3.926883709771058 Movie Vector: [1.1235398564069525, -0.7519015738586105] User Vector: [2.174749644040182, 0.013751776845562768] Predicted: 2.433077920132446 Movie Vector: [1.5353937406682627, 0.40036903451600464] User Vector: [1.839279765697577, 0.16103507428207442] Predicted: 2.888492096803376 Movie Vector: [1.5696126335462235, -0.608988513969509] User Vector: [1.8689496391191975, -0.30161061674414336] Predicted: 3.1172043663115905 Movie Vector: [1.985819211743092, -0.2532649791689483] User Vector: [2.0100718837553324, -0.040889705790025814] Predicted: 4.001995294231102 Movie Vector: [1.9198629807646317, -0.8186684130891987] User Vector: [1.6106622628915988, 0.4242464888899202] Predicted: 2.7449336532219966 Movie Vector: [1.8129718974726625, -0.5910272115713059] User Vector: [2.027996470941777, -0.18865466193551889] Predicted: 3.788200648784854 Movie Vector: [2.0479924529458695, 0.15430678296733663] User Vector: [2.052081344248638, -0.2559308061918291] Predicted: 4.163155246486528 Movie Vector: [1.545715999966641, -0.2106580950345106] User Vector: [2.3105354020285, -0.737219114802989] Predicted: 3.726732713752234 Movie Vector: [1.797354837902954, -0.2917863918036914] User Vector: [1.6847046297031996, -0.41456935994181865] Predicted: 3.1489777143243396 Movie Vector: [1.6425697802981254, 0.950527137892172] User Vector: [2.2198187184431912, 0.06072729415856113] Predicted: 3.7039300857633717 Movie Vector: [1.6877750350764011, -0.44017750083594054] User Vector: [2.2389490618849606, -0.34299671002614024] Predicted: 3.929821766071421 Movie Vector: [1.7889701037760775, -0.3671463828223665] User Vector: [2.1854021771039713, 0.18012946320210416] Predicted: 3.8434852787117704 Movie Vector: [1.2092969428002982, 2.1057977543872606] User Vector: [1.0545771155452837, -0.09463928953677975] Predicted: 1.0760056783927119 Movie Vector: [1.559915886706479, -0.016219948412060852] User Vector: [1.817527119930732, -0.2836639267088658] Predicted: 2.8397904431574013 Movie Vector: [2.1175944998757803, -0.032678445565639036] User Vector: [2.025325982613565, -0.03877744077967275] Predicted: 4.290086347725688 Movie Vector: [1.2392555026911352, -0.42847063041769345] User Vector: [1.8774542538375394, -0.4305216015535816] Predicted: 2.511111377145148 Movie Vector: [1.7986799799422992, -0.5437914408532366] User Vector: [0.9711051652677667, -0.6235621272977511] Predicted: 2.0857951668504433 Movie Vector: [1.8349260393294986, -0.5332634238070978] User Vector: [1.6897595854422636, -0.6738161203939238] Predicted: 3.4599053549123076 Movie Vector: [1.4305545507010804, -0.8175185107358154] User Vector: [1.8215756859119656, -0.47740009673223127] Predicted: 2.996146803033472 Movie Vector: [1.7514436478998965, -0.4499312398120303] User Vector: [1.8557488115306766, 0.08216667039623425] Predicted: 3.2132701161705817 Movie Vector: [1.9996933481612158, -0.8590274890163485] User Vector: [2.020320270717676, -0.1395274261777341] Predicted: 4.159878901067777 Movie Vector: [1.5497373046346437, -0.8852778733453208] User Vector: [1.99706573539242, 0.39399097378075204] Predicted: 2.746135778559375 Movie Vector: [1.416574863802339, -0.15086262456065078] User Vector: [2.072990586547181, -0.7743730870441113] Predicted: 3.0533703141022115 Movie Vector: [1.1606347245004187, -0.6918905209573025] User Vector: [1.7959097716682089, 0.16939191343771492] Predicted: 1.9671945838333664 Movie Vector: [1.909933244800116, -0.05282047314861354] User Vector: [1.7294441226047907, 0.02465461086168841] Predicted: 3.3018205565760486 Movie Vector: [1.7864640623603962, -0.9779625469158144] User Vector: [1.6239648349662448, -0.7248693831674686] Predicted: 3.6100499243479813 Movie Vector: [1.5141302277632156, -0.6000347774554806] User Vector: [1.9963421383438709, 0.0658012466191113] Predicted: 2.983238940252518 Movie Vector: [1.74999153513241, -0.3471520612303536] User Vector: [1.8454711529629921, -0.24253227089851545] Predicted: 3.3137544737735833 Movie Vector: [1.6522285197748612, -0.6802954046701092] User Vector: [1.8184882706510554, -0.4546887850494348] Predicted: 3.3138808746699064 Movie Vector: [1.5417922239953246, -0.43726772222420757] User Vector: [2.3710011113525056, -0.8139335230069557] Predicted: 4.011497934214742 Movie Vector: [1.986007886185421, -0.5089924564454038] User Vector: [1.9371232797979914, -0.2997333147517954] Predicted: 3.999704106346218 Movie Vector: [1.910342605388764, 0.5999334892819631] User Vector: [1.969169145381296, -0.1555383322727656] Predicted: 3.6684750612413732 Movie Vector: [1.9986613976424774, 0.10823522830375511] User Vector: [2.09964533221331, -0.5283497164672213] Predicted: 4.139294022048904 Movie Vector: [2.1197346529322143, -0.3126573783511913] User Vector: [2.110731316752895, -0.049312594438185045] Predicted: 4.489608261647091 Movie Vector: [1.959944070932928, -0.2264183894658485] User Vector: [1.4655575466702462, -0.26791077015191544] Predicted: 2.933070749305709 Movie Vector: [1.1795305162865135, -0.5401462875831274] User Vector: [1.7663738985788353, 0.3182200447969748] Predicted: 1.911606540714093 Movie Vector: [1.845066836255988, -0.0781399964888833] User Vector: [1.821722156590648, -0.4774838002799528] Predicted: 3.3985097184755166 Movie Vector: [1.1143591758550853, -0.6125620843625628] User Vector: [1.8371225984670234, -0.7641210836246272] Predicted: 2.515286028462947 Movie Vector: [2.253178512193764, -0.03022697481576618] User Vector: [1.9365274973929074, -0.1339883609100531] Predicted: 4.367392208208899 Movie Vector: [1.395807885133026, 0.11184008368079222] User Vector: [1.4875226358955789, -0.1892314924320995] Predicted: 2.0551321585482647 Movie Vector: [1.8584838039640643, 0.25024997126191634] User Vector: [2.083395737082212, -0.3761444601530551] Predicted: 3.777827094271434 Movie Vector: [2.1659775693581613, -0.2656175752570137] User Vector: [1.944662012591011, -0.6751744169219248] Predicted: 4.391432490753398 Movie Vector: [1.9470321879440493, -0.03754005087272258] User Vector: [2.0765169807016077, 0.09179808822480023] Predicted: 4.039599295336444 Movie Vector: [2.324585955678397, -0.08866668790898899] User Vector: [2.2090418268568333, -0.49314891786642806] Predicted: 5.178833487410662 Movie Vector: [2.141664610191308, -0.3559038071086769] User Vector: [2.0943674626641005, -0.37466708703540685] Predicted: 4.618778118198089 Movie Vector:
avg loss: 0.9299487237143353: 84%|█████████████████████████████████████▉ | 59042/70000 [01:24<00:15, 724.09it/s]
[1.8091139865956896, -0.22578217367250156] User Vector: [1.9015370756393764, 0.055762358503457864] Predicted: 3.427507173057445 Movie Vector: [1.996449991243292, -0.5203953916622919] User Vector: [1.964922602569039, -0.22929465584126213] Predicted: 4.042193594925289 Movie Vector: [1.5907290516321473, 0.04573623045340908] User Vector: [1.423505609817616, -0.5548441530758959] Predicted: 2.239035248647412 Movie Vector: [1.692504828441617, -0.4005633948618863] User Vector: [1.7666080588724578, 0.45103087951080106] Predicted: 2.8093262093211187 Movie Vector: [2.069368446712792, -0.49344178984981346] User Vector: [1.936713719731644, -0.4259248976783068] Predicted: 4.217943405780408 Movie Vector: [2.0444396659160784, -0.4690364142059616] User Vector: [1.78978296197082, -0.6697606076193944] Predicted: 3.9732453946081194 Movie Vector: [1.844133170604023, -0.03098385820342959] User Vector: [1.830748285216375, -0.09344200955947557] Predicted: 3.3790388337683863 Movie Vector: [1.6772043826016023, -0.23180983792788254] User Vector: [2.1297682920917156, -0.284773565242569] Predicted: 3.6380700274271804 Movie Vector: [2.159380191871806, -0.42366403767781324] User Vector: [2.0627338848766197, -0.047606047609113515] Predicted: 4.47439566245331 Movie Vector: [1.7125853911518483, -0.49244697310231844] User Vector: [2.170121452484836, 0.06440166778666112] Predicted: 3.6848038901864775 Movie Vector: [2.001493356343361, -0.23401379305737696] User Vector: [2.020755341772192, -1.105405697286144] Predicted: 4.303208571441566 Movie Vector: [2.0351058566948512, -0.21191964214965162] User Vector: [1.740959219070131, -0.6174266084209572] Predicted: 3.6738811289067606 Movie Vector: [1.1260846813257843, -0.3561912035667261] User Vector: [1.8095886760732147, -0.5171591764393078] Predicted: 2.2219576371181478 Movie Vector: [2.3680985639866465, -0.08351857648635695] User Vector: [1.987736822067312, 0.35729845773127117] Predicted: 4.677315655350495 Movie Vector: [2.0066900904661935, -0.4796574745950653] User Vector: [1.9801507618937833, 0.2831966147263868] Predicted: 3.8377115384878078 Movie Vector: [1.568952995318203, -0.6814986173697691] User Vector: [1.640360395185399, -0.9332170598264081] Predicted: 3.209634491405061 Movie Vector: [1.9406819777059168, -0.2549837171246235] User Vector: [2.15706416360842, 0.10127096519434506] Predicted: 4.160353099928095 Movie Vector: [2.1907517546635566, -0.6355430737299546] User Vector: [2.180998363423702, -0.16892202246153337] Predicted: 4.885383212964704 Movie Vector: [1.675601952802205, -0.2603677989455885] User Vector: [1.8099444094165964, -0.22720876591582412] Predicted: 3.091904233164529 Movie Vector: [2.0600779482958567, -0.09056728632942607] User Vector: [1.770942282081114, 0.0030895268209818697] Predicted: 3.6479993329598255 Movie Vector: [1.989180562366561, -0.5324763099598535] User Vector: [1.818882002064434, -0.3169191395848706] Predicted: 3.7868366577467514 Movie Vector: [1.8883093289067716, -0.8168287636951461] User Vector: [1.952734337188085, -0.03765721585762282] Predicted: 3.7181259628620253 Movie Vector: [1.7288158468673194, 0.19305631796853875] User Vector: [1.941577284857707, 0.010057282345239798] Predicted: 3.3585711998779697 Movie Vector: [2.274903073740879, -0.21813903238760926] User Vector: [1.5432467786145745, -0.6055533107846012] Predicted: 3.6428316534846714 Movie Vector: [1.2470385094479675, -0.9943564173135067] User Vector: [2.0203625721350926, -0.8717133655927621] Predicted: 3.3862637096349255 Movie Vector: [2.0547131496185336, -0.1000125723852989] User Vector: [1.7859639686711013, -0.07378973023396394] Predicted: 3.6770235519097305 Movie Vector: [1.9382324756076899, -0.35222832386340464] User Vector: [2.067757059721301, 0.2023147297210406] Predicted: 3.936532906676375 Movie Vector: [1.6547849015650586, -0.4382529736938859] User Vector: [1.9412152092488748, -0.3017285408345798] Predicted: 3.344527049222566 Movie Vector: [0.99869263655666, -1.9336505806059199] User Vector: [1.9275293081782836, -0.794590316903194] Predicted: 3.461469354448508 Movie Vector: [1.5153928779411117, -0.28792988093123256] User Vector: [1.6893735042275286, -0.13916228539866954] Predicted: 2.6001335567537724 Movie Vector: [2.1553932345861133, -0.4266463852559872] User Vector: [1.9652420542864222, -0.0755693805567546] Predicted: 4.268110831183643 Movie Vector: [2.151824029229008, -0.26331867916976215] User Vector: [1.5481025520269374, -0.027412431508649776] Predicted: 3.3384624764200033 Movie Vector: [1.754408882493123, 0.23893404932973886] User Vector: [1.3711329132752723, -0.5563499593073653] Predicted: 2.272596813507066 Movie Vector: [1.2139072253458296, 0.5224308861611748] User Vector: [1.717442556784096, -0.6518255513549034] Predicted: 1.7442821283797911 Movie Vector: [1.8034528999960941, -0.4485550994271407] User Vector: [1.8126716625067327, -0.6248941685484894] Predicted: 3.5493674323932165 Movie Vector: [1.9967854771566276, -0.18349855098914447] User Vector: [2.1458983378509897, -0.2870029317598606] Predicted: 4.337563258582973 Movie Vector: [1.9860231168190736, -0.5089948130988797] User Vector: [2.0800480862048887, -0.09716480906537567] Predicted: 4.180479967128202 Movie Vector: [1.2403299168047082, -0.766333227177278] User Vector: [2.1832717383078952, -0.8175112378681522] Predicted: 3.3344632787066946 Movie Vector: [1.8275525508809105, -0.2768648617795547] User Vector: [2.038199773351534, -0.19198092936440952] Predicted: 3.7780699684662777 Movie Vector: [1.4784796195275878, -0.6551916623667567] User Vector: [1.8156621324602054, -0.7465832208055407] Predicted: 3.1735745603251226 Movie Vector: [2.0050348547479206, -0.7109775365894556] User Vector: [1.781174183834302, -0.04960613153717505] Predicted: 3.6065851661649893 Movie Vector: [2.2661876306149744, -0.08951671507022722] User Vector: [2.0709892244989216, -0.47188641643108253] Predicted: 4.735491885581526 Movie Vector: [0.8422678908928016, -0.18531902668735936] User Vector: [2.0777205642900185, -0.04791890387460586] Predicted: 1.7588776021751225 Movie Vector: [1.4644221013845693, -1.1586633399819741] User Vector: [1.5211229359493619, -0.2743298441128534] Predicted: 2.545421979763763 Movie Vector: [1.90220798103435, -0.3765276989613404] User Vector: [1.909634473115586, -0.21488323160955] Predicted: 3.7134314243621143 Movie Vector: [1.8770981983973771, -0.2546424429114583] User Vector: [2.043241759135044, -0.9318938717779592] Predicted: 4.072665157006435 Movie Vector: [1.3077318195584806, -0.49135800367748084] User Vector: [1.856777203332606, -0.27558401103724034] Predicted: 2.563577040137547 Movie Vector: [2.020099366735167, -0.6784769809823707] User Vector: [1.793245388755425, -1.0085529620206155] Predicted: 4.306813843058167 Movie Vector: [2.039850319470316, -0.10247489233753813] User Vector: [1.7388363276145147, 0.13660580706569903] Predicted: 3.5329671730193186 Movie Vector: [1.8567832990635933, -0.42366127190695846] User Vector: [2.0004152813386296, -0.18625677212826275] Predicted: 3.7932474665623115 Movie Vector: [2.0964532500563733, -0.2336763338652117] User Vector: [1.7047883502185013, -0.1911835704891841] Predicted: 3.6186841533209932 Movie Vector: [1.9683867059571865, -0.041353289252589194] User Vector: [2.0572738262054817, -0.5012436972783145] Predicted: 4.070238525616133 Movie Vector: [2.006393804045854, 0.15480632014762533] User Vector: [1.6372439978894069, -0.13815653394992133] Predicted: 3.263568708451431 Movie Vector: [1.1545071640994606, -0.9550882085826591] User Vector: [1.9070897504976323, -1.0082789383043778] Predicted: 3.164744104466923 Movie Vector: [2.1716739053625544, 0.02203332063143489] User Vector: [1.78989943892928, 0.1898288197583975] Predicted: 3.891260463996618 Movie Vector: [1.7072558685193688, -1.2158007810433904] User Vector: [2.033661204098508, -0.44453213133790154] Predicted: 4.012442537756847 Movie Vector: [1.7836436101362163, -0.3515746251691159] User Vector: [1.5679517161822647, -0.25258677510479405] Predicted: 2.885470160350754 Movie Vector: [2.11187562180891, -0.28690308924174646] User Vector: [1.7847853200028994, -0.31370339069483566] Predicted: 3.8592470793724964 Movie Vector: [1.4976438359375617, 0.050874181799732694] User Vector: [1.6072940669801754, -0.09900986581394408] Predicted: 2.4021170060384884 Movie Vector: [1.7647543443580223, -0.7783736628016539] User Vector: [1.72569099334283, -0.648275660612968] Predicted: 3.5500213779777474 Movie Vector: [1.5924337201512664, -0.6187031714284016] User Vector: [2.2606689859311895, -0.8270617263742899] Predicted: 4.1116712363718175 Movie Vector: [1.695105171746786, 0.6737268435680885] User Vector: [1.8430673343304596, -0.3935245790528392] Predicted: 2.8590648977893944 Movie Vector: [2.0772110062025795, -0.41290483489454183] User Vector: [2.165800653907769, -0.026907971676596074] Predicted: 4.509935387140433 Movie Vector: [1.6370614941921446, -0.6765030918208489] User Vector: [2.0158948644933234, -0.6521816167231712] Predicted: 3.741346739143656 Movie Vector: [1.908640921398781, -0.205137321675887] User Vector: [2.098112344027674, -0.1314819825531141] Predicted: 4.031514939252717 Movie Vector: [1.8557893163661385, -0.47244962654015554] User Vector: [1.7553350637032155, -0.21798913391910038] Predicted: 3.3605209427731935 Movie Vector: [1.772921465113356, -0.4593524560001375] User Vector: [1.9498864845258588, -0.07252984316433603] Predicted: 3.4903123645411593 Movie Vector: [1.998299504263376, -0.576762372055621] User Vector: [1.9964718309892102, 0.019523603113197528] Predicted: 3.978288190498893 Movie Vector: [2.003928479197602, -0.0885787800118101] User Vector: [2.0331839905938858, 0.10143268609629398] Predicted: 4.065370518611987 Movie Vector: [2.088049510920861, 0.006994917131753351] User Vector: [1.816348969607206, 0.021339204634402247] Predicted: 3.7927758436180112 Movie Vector: [1.4841492961576452, -0.45096901798442984] User Vector: [1.871358171029463, -0.9787193034356739] Predicted: 3.2187469955450267 Movie Vector: [1.8600624981843656, -0.240010786963808] User Vector: [1.620800721717219, -0.18902224328069162] Predicted: 3.060158016859816 Movie Vector: [2.2033135126200616, -0.3018952291387728] User Vector: [2.1628216592560117, 1.2566573064895794] Predicted: 4.385995341734529 Movie Vector: [1.1245162483762545, -0.3292249166654278] User Vector: [1.963690728759653, 0.15144812012704806] Predicted: 2.1583416365480748 Movie Vector: [2.0455369932554306, -0.32143097686635325] User Vector: [1.5827840151753616, -0.20386350227803285] Predicted: 3.303171300059191 Movie Vector: [1.5468763051824719, -0.1152665787334753] User Vector: [1.8302736810735232, -0.07624369906461541] Predicted: 2.839995339592896 Movie Vector: [1.5812419396604664, 0.43127371001809556] User Vector: [1.9045286731048339, -0.6715698081920198] Predicted: 2.721890210484149 Movie Vector: [1.9332299511932474, -0.21647683330926473] User Vector: [1.8754721414355682, -0.517254066960902] Predicted: 3.737692438883813 Movie Vector: [2.1440532567075046, 0.0010673690501313768] User Vector: [1.8584795027698864, 0.19049726106749612] Predicted: 3.984882361318517 Movie Vector: [1.9523366173611008, -0.13456111393027725] User Vector: [2.0578133448871867, -1.1097385040099772] Predicted: 4.166871994188485 Movie Vector: [1.8369575620243646, -0.27498845741723854] User Vector: [1.707906643423546, -0.4135200040176703] Predicted: 3.2510652518845222 Movie Vector: [1.62259198878544, -0.9964545908562676] User Vector: [1.9195253923271385, -0.09609561980770631] Predicted: 3.2103614453788114 Movie Vector: [1.8967512905985673, -0.25748318117955465] User Vector: [1.785564236012327, -0.46192864003415346] Predicted: 3.5057101248169653 Movie Vector: [1.747631814161184, -0.44845637495757623] User Vector: [1.8546912393932669, -0.20007389077319324] Predicted: 3.331041827189514 Movie Vector: [1.476506822644937, -0.14526886701830624] User Vector: [1.88713473882445, -0.6548483105075065] Predicted: 2.8814963892608487 Movie Vector: [2.1379157825934616, -0.1456766252058174] User Vector: [1.5698781002137825, -0.14335425071996702] Predicted: 3.3771505306486787 Movie Vector: [1.4897970017621829, -0.19331698191996236] User Vector: [1.8622920449527431, 0.17249340246927777] Predicted: 2.7410912010096946 Movie Vector: [1.9825760430017683, -0.33545524100757823] User Vector: [1.9511742316518665, -0.022965914508733174] Predicted: 3.8760553237818596 Movie Vector: [1.727151379758742, 0.14183336471651276] User Vector: [1.916549406943425, 0.09742231391605108] Predicted: 3.323988687159317 Movie Vector: [1.6243216295391945, -0.7634491384109177] User Vector: [1.9172727510805279, 0.02579802013888039] Predicted: 3.0945721230584815 Movie Vector: [1.339110727764357, -1.69826837807845] User Vector: [1.2486641388049464, -0.7666657448121661] Predicted: 2.9741037346188097 Movie Vector: [2.039124370223896, -0.25434933454200026] User Vector: [2.1042833945873265, 0.1044579903464747] Predicted: 4.264326731428263 Movie Vector: [1.9543950004023571, -1.7103573056398937] User Vector: [1.8183539148032353, 0.13261112367725272] Predicted: 3.326969395862992 Movie Vector: [2.216201602610136, -0.039726496160498434] User Vector: [1.7615722950436599, -0.022322381233869478] Predicted: 3.9048861333817544 Movie Vector: [1.8244913225758572, -0.15881614922735635] User Vector: [2.251384479592316, -0.03753421281956427] Predicted: 4.1135924859424255 Movie Vector: [1.6564270788566056, -0.5683814670078178] User Vector: [1.843152959060499, -0.11394020392119111] Predicted: 3.1178099721183874 Movie Vector: [1.5426154868468396, 0.028495557654444094] User Vector: [1.815376897857585, -0.358112977465767] Predicted: 2.790223888102904 Movie Vector: [2.106872150288828, -0.7112210412778479] User Vector: [2.148782687192525, 0.6400317712700708] Predicted: 4.072006337855116 Movie Vector: [1.8176957769469293, -0.15870285651428434] User Vector: [1.9946292431328487, -0.5707604633820553] Predicted: 3.7162104677415777 Movie Vector: [1.879392991827842, -0.37571358897218793] User Vector: [1.646890472040741, 0.16948144010029328] Predicted: 3.031477931337159 Movie Vector: [1.1256323292836283, -0.4642840718403586] User Vector: [1.8208175928725612, -0.3277082607187397] Predicted: 2.2017208739279686 Movie Vector: [1.126256789665872, -0.6586818528737056] User Vector: [1.6366736656170646, -0.22005094885315268] Predicted: 1.9882583950857617 Movie Vector: [2.279308501193805, 0.10817036813247108] User Vector: [1.546098988416773, -0.03541814910332562] Predicted: 3.5202053737584156 Movie Vector: [1.6337096160769986, -0.48585804257082704] User Vector: [1.9120763536812417, -0.9167211951415078] Predicted: 3.569173891137131 Movie Vector: [1.6203573229156085, -0.93593771826453] User Vector: [2.0257506395658016, -0.1759823309045235] Predicted: 3.4471483844630773 Movie Vector: [1.408925543841421, -0.6035024192084952] User Vector: [1.573379865627783, -0.2536567195689375] Predicted: 2.369857526757111 Movie Vector: [1.954448277010954, -0.2870281248284194] User Vector: [2.021008107286797, -0.0909569944695764] Predicted: 3.976063028674481 Movie Vector: [0.729158290097157, -0.3794653248385531] User Vector: [0.8852561538047984, -0.23967595149667378] Predicted: 0.7364405761969672 Movie Vector: [2.279566848864074, 0.011834577236737451] User Vector: [2.0532635557589893, 0.1693771819661934] Predicted: 4.682556041031083 Movie Vector: [1.5195628054930914, -0.8841431633365782] User Vector: [1.8810861784252877, -0.7882878179763321] Predicted: 3.555387875667491 Movie Vector: [2.2423269858737225, 0.008762597980873586] User Vector: [1.5214329030228613, -0.6037849661252942] Predicted: 3.4062593307193088 Movie Vector: [2.3572936958129826, -0.33131205689086585] User Vector: [1.704063511669977, -0.30538659239434224] Predicted: 4.1181564333976315 Movie Vector: [1.7797356280708292, -0.14784061119367278] User Vector: [1.7141264753229875, 0.025078230576749756] Predicted: 3.046984378215671 Movie Vector: [1.977382721246309, 0.05886641230230196] User Vector: [2.2174817875044437, -0.6065656651407317] Predicted: 4.349103826757072 Movie Vector: [1.3735108499534072, -0.46015087187632264] User Vector: [1.5361090429958748, -0.7718619760764186] Predicted: 2.465035398526124 Movie Vector: [2.05797681910626, -0.46936881662671365] User Vector: [1.9043476545512352, 0.09231550215750858] Predicted: 3.8757733105818475 Movie Vector: [2.158937237027712, -0.20772504561228353] User Vector: [2.066187017896867, 0.6430724810617252] Predicted: 4.3271858311402385 Movie Vector: [1.5819097395513722, 0.31867588259865287] User Vector: [1.5484526292357894, -0.14189432871044194] Predicted: 2.4042939949844815 Movie Vector: [1.8043441095423738, -0.08849217986113696] User Vector: [1.7862070842911362, -0.5072584547556028] Predicted: 3.267820637377885 Movie Vector: [2.175649774496876, 0.40459557172559585] User Vector: [1.7868691358698083, -0.22601712529021667] Predicted: 3.796155904484005 Movie Vector: [2.0209406898800575, 0.3919291236215171] User Vector: [1.406437285876053, -0.3918655347698458] Predicted: 2.6887428231715633 Movie Vector: [1.819405699235956, -0.8024865977128097] User Vector: [1.4811852460787382, -0.03232420899733987] Predicted: 2.7208166228419013 Movie Vector: [1.931900525459233, -0.2346925369712311] User Vector: [1.8821880649731912, -0.6421842995079545] Predicted: 3.78691597418942 Movie Vector: [1.7884153460314518, -0.3523433206391295] User Vector: [1.8557863326000354, 0.0924324610371179] Predicted: 3.286348795920666 Movie Vector: [1.363928261408632, -0.5257386135370934] User Vector: [2.05440274795653, -0.4185731586102108] Predicted: 3.0221180403250405 Movie Vector: [1.706583491855528, -1.2156538081696213] User Vector: [1.5756296938457675, -0.2929364787827023] Predicted: 3.045052970778558 Movie Vector: [1.271876010560896, -0.7509635874123801] User Vector: [2.199138785847668, -0.6071117337832801] Predicted: 3.2529506711757064 Movie Vector: [2.130658565740827, 0.057191735218923706] User Vector: [1.8533059297101058, 0.10202343079505989] Predicted: 3.9545970511152615 Movie Vector: [1.719638016350551, -0.23036239804389988] User Vector: [2.1287684268911575, 0.14443252428766404] Predicted: 3.6274392922383525 Movie Vector: [1.3464067463936529, -1.0915660348344414] User Vector: [1.997243088666689, -0.36044275996396635] Predicted: 3.0825486430475757 Movie Vector: [1.4404863911339068, -0.5342081409253144] User Vector: [1.8354470851530689, -0.04279407816721109] Predicted: 2.666797492749711 Movie Vector: [1.9977269862031017, -0.6939092596561606] User Vector: [2.007563195079915, -0.8615074716961373] Predicted: 4.608371183192186 Movie Vector: [2.0325729687777523, 0.38868810517255165] User Vector: [2.0120385691194205, -1.0041094357035585] Predicted: 3.699329813780905 Movie Vector: [1.7077156918683394, -0.3024313119504986] User Vector: [1.931017900458502, -0.6591658368974898] Predicted: 3.496981958737495 Movie Vector: [1.4012199579586413, -0.9458611542038905] User Vector: [1.5734928837568427, -0.13684996681640962] Predicted: 2.334250699991718 Movie Vector: [1.4710624317693561, -0.0023524689930609684] User Vector: [2.1445450579534966, 0.2837795677578936] Predicted: 3.1540920853580108 Movie Vector: [1.6505809774501818, -1.6122612006044412] User Vector: [1.5496379710870465, -0.4743716318000962] Predicted: 3.322613933629485
avg loss: 0.9298645681189884: 85%|██████████████████████████████████████ | 59205/70000 [01:24<00:14, 765.64it/s]
Movie Vector: [2.3019350579555975, 0.5825397574446382] User Vector: [2.018604201015294, -0.32209512039554467] Predicted: 4.459062565144231 Movie Vector: [1.9420349567103214, -0.5140454842412491] User Vector: [2.0823141258257922, -0.1440405308230622] Predicted: 4.11797020762269 Movie Vector: [1.6982542299625891, -0.5333413627136682] User Vector: [2.124044847123964, -0.4434321166283648] Predicted: 3.8436688356120907 Movie Vector: [2.2972172930966006, 0.04319094566935989] User Vector: [1.8047079275867872, -0.44901480959797807] Predicted: 4.126412885994811 Movie Vector: [1.2749286926809933, 1.0281370345151355] User Vector: [1.7986536636181383, -0.22382561092161646] Predicted: 2.063031764081063 Movie Vector: [1.9064537582226746, 0.6446966191275376] User Vector: [2.185687811025502, -0.39917811900995226] Predicted: 3.9095639578756534 Movie Vector: [1.2558589381656675, -1.4041711747511032] User Vector: [1.974402720400622, -0.13449646686162328] Predicted: 2.668427365826689 Movie Vector: [1.5946240458061067, 0.3532750016626026] User Vector: [1.645380723412025, 0.3782799080893422] Predicted: 2.7574005012178535 Movie Vector: [2.2274695814166976, -0.32974716283395433] User Vector: [1.929823685833084, -0.08079349934927668] Predicted: 4.325264984876499 Movie Vector: [1.5700732305061984, 0.30503095966799126] User Vector: [2.678611208362162, 0.21733574337064138] Predicted: 4.271909883553794 Movie Vector: [2.3323239416410404, -0.08994911459789118] User Vector: [2.0095345517105963, -0.8149952271534884] Predicted: 4.760193645593482 Movie Vector: [2.020414522044556, -0.8759976215769579] User Vector: [1.9520968002233705, -0.10955630106167752] Predicted: 4.040015782766807 Movie Vector: [1.9802943534794737, -0.08274981232200197] User Vector: [1.6453184854115792, 0.16979569940679642] Predicted: 3.2441643440769545 Movie Vector: [1.0818890655006301, -0.38531445510621487] User Vector: [1.6966624141130338, -0.3043463856270666] Predicted: 1.9528695754162324 Movie Vector: [1.805989290828873, -0.7602623919773317] User Vector: [1.741267506291262, -0.28287098203172206] Predicted: 3.35976663825073 Movie Vector: [2.0018948124048754, 0.1691753567369309] User Vector: [2.1321809411154056, -0.2675497660254717] Predicted: 4.223139138015234 Movie Vector: [2.0929811606439968, -0.08314870141185134] User Vector: [2.1094543575647724, 1.1506192935951038] Predicted: 4.319375729539599 Movie Vector: [1.9020314196305967, -0.2846690646199681] User Vector: [1.9260707885676092, 0.10092633253562552] Predicted: 3.634716551609832 Movie Vector: [1.5257742549706872, -1.0233516628579846] User Vector: [1.9539776119778476, -0.023715065537111724] Predicted: 3.005597586897092 Movie Vector: [1.5691983593503156, -0.1454095893142353] User Vector: [2.2316618950655833, -0.023605492770235943] Predicted: 3.5053526493708094 Movie Vector: [1.7516166050216357, -0.43443820532128363] User Vector: [2.098141566979791, -0.05320835902945927] Predicted: 3.6982553524127653 Movie Vector: [1.5774048123977154, -1.0239782934015456] User Vector: [2.087230486609701, -0.2040608913150861] Predicted: 3.5013613374001875 Movie Vector: [2.107575552553384, 0.003732084711856421] User Vector: [1.9352850782912892, -0.021392849515903298] Predicted: 4.078679678301462 Movie Vector: [2.139169803122777, -0.3477481947783948] User Vector: [1.9674006643550872, -0.26492484606355443] Predicted: 4.300731228802637 Movie Vector: [1.5101427659835787, -0.8930892791308531] User Vector: [1.6370250560605404, -0.22025645661169807] Predicted: 2.6688502262029448 Movie Vector: [1.7213953055083133, -0.7621429556332221] User Vector: [1.8205660565820567, -0.6102010560456818] Predicted: 3.598974299553304 Movie Vector: [1.8409311196598928, -0.21500408664500653] User Vector: [1.8897003666332266, 0.08575091281956368] Predicted: 3.4603714150780696 Movie Vector: [2.334333845233724, -0.28999151856429595] User Vector: [2.0245096159170477, 0.045265358562046665] Predicted: 4.712754746368526 Movie Vector: [1.9861345429909745, 0.370025299884954] User Vector: [2.010367266090888, -0.35959556624250333] Predicted: 3.8598004140452584 Movie Vector: [1.7521070177750924, -0.7308541022514543] User Vector: [2.002244047240312, -0.611215826573566] Predicted: 3.954855440680458 Movie Vector: [1.6213441032923284, -0.7585459356448021] User Vector: [2.4114986373796548, -0.8254190271403977] Predicted: 4.535987344054224 Movie Vector: [2.2257131964615025, -0.08029439007508926] User Vector: [1.956773515552001, -0.5341821952656893] Predicted: 4.398108469608286 Movie Vector: [1.4209592011617478, -0.3500933571136828] User Vector: [1.7469249689914823, -0.2809719884488943] Predicted: 2.580675535118628 Movie Vector: [1.604070187084655, -0.4586469285266797] User Vector: [1.881109050282501, -0.8036608604454467] Predicted: 3.386027531433702 Movie Vector: [1.7407121888815482, -0.22893255912977672] User Vector: [2.0061295121171354, -0.42338902572810905] Predicted: 3.5890216273846898 Movie Vector: [1.8824812579003998, -0.6544154286386228] User Vector: [2.2522871152551747, -0.025516726477187973] Predicted: 4.256586821373448 Movie Vector: [2.1457508213930643, -0.2585949756098053] User Vector: [1.8787414069140154, -0.6569564583579502] Predicted: 4.201196556396687 Movie Vector: [1.920203418511935, -0.26355028833506233] User Vector: [1.740182414785035, -0.3109223130147631] Predicted: 3.4234478869494236 Movie Vector: [2.2158320779122014, -0.17325281653081798] User Vector: [1.8590381207797475, -0.32855974955358586] Predicted: 4.176240204094201 Movie Vector: [1.5857255609380434, -0.6162490033152417] User Vector: [1.8649145837159065, -0.19677319301992133] Predicted: 3.0785040084421276 Movie Vector: [2.1078531920728056, -0.29368565689601484] User Vector: [1.9879336002050911, -1.412869911211858] Predicted: 4.6052118128039545 Movie Vector: [2.1309077514188433, 1.4188446973386684] User Vector: [2.039139100790925, -0.531626362416118] Predicted: 3.590922070817078 Movie Vector: [1.8391080563957152, 0.7538955075803413] User Vector: [1.8918550114331354, 0.10204767673776204] Predicted: 3.556259078110897 Movie Vector: [1.7041029903238278, -0.7280826673284002] User Vector: [1.9283468820639817, -0.11742687963495733] Predicted: 3.371598163847532 Movie Vector: [1.631898618691945, -0.6721442685937973] User Vector: [1.460986398251445, -0.22674929916058753] Predicted: 2.5365899270727024 Movie Vector: [1.8303057609603652, -0.46615719550546897] User Vector: [2.175105650990582, 0.6976513377937894] Predicted: 3.6558932126389165 Movie Vector: [1.8237660199240822, -0.6557977314978758] User Vector: [2.131099462304587, -0.44564763772495397] Predicted: 4.178881494297 Movie Vector: [1.7826104894496246, 0.6726377604737536] User Vector: [1.8671802336765653, 0.08838106044744756] Predicted: 3.3879035088125127 Movie Vector: [1.8077738189062944, -0.724658410323736] User Vector: [1.9554397482758572, -1.175350437759381] Predicted: 4.38672036118183 Movie Vector: [1.8548641957853897, -0.27435222049011226] User Vector: [1.8076034836424797, 0.6050404132816062] Predicted: 3.186864801115313 Movie Vector: [1.4576857027243946, -1.0732864715473793] User Vector: [1.9866399332576852, -0.07256713705011014] Predicted: 2.973781953645881 Movie Vector: [1.4688792196681122, -1.209322836092604] User Vector: [2.1176047081927405, 0.058738905802593] Predicted: 3.0394712511815047 Movie Vector: [1.9862233405980656, -0.15570997596128203] User Vector: [1.8355120041044892, -0.8243935418389925] Predicted: 3.7741030830826547 Movie Vector: [1.9163287344123932, -0.29420588224029154] User Vector: [1.863699187337088, 0.09711322622548164] Predicted: 3.542889022596219 Movie Vector: [1.7964660995785435, -0.5423698729339417] User Vector: [1.8116250795799096, 0.05293690747672149] Predicted: 3.2258116568299235 Movie Vector: [1.888153050668693, -0.3809757676754277] User Vector: [2.070646381877704, -0.6748072608567747] Predicted: 4.1667824970363405 Movie Vector: [1.665465859498412, -1.018454203458493] User Vector: [2.024524480962407, -0.9849792712425427] Predicted: 4.3749326838780815 Movie Vector: [1.5727235675767879, -0.4972933136578639] User Vector: [1.8093194102397274, 0.14734936929822978] Predicted: 2.772283421634441 Movie Vector: [2.1236998100887514, -0.09045629375197235] User Vector: [2.017499878088494, -0.19458473758448666] Predicted: 4.3021655221332065 Movie Vector: [2.1613292450465664, 0.7260459266563436] User Vector: [1.7683706911711443, 0.12536229277325722] Predicted: 3.913050072935728 Movie Vector: [1.649888848176324, -0.6749364040525554] User Vector: [1.9680201728791444, 0.22043957125675606] Predicted: 3.09823184468442 Movie Vector: [2.0098362810124457, -0.14537099122536304] User Vector: [1.8512115458690663, -0.4787326985471564] Predicted: 3.790225975636578 Movie Vector: [1.8488293184440177, -0.4627090577011351] User Vector: [2.145684501849485, -0.2623313412692214] Predicted: 4.088387502874431 Movie Vector: [1.6545131156782948, -0.410263019821539] User Vector: [1.6628295193205886, -0.5343459876753975] Predicted: 2.97039564738618 Movie Vector: [1.9512704510700924, -0.1327099698315973] User Vector: [1.512992089727084, -0.36988319755081983] Predicted: 3.0013439453754334 Movie Vector: [1.8857210763113612, -0.9043165790145701] User Vector: [2.111703400877514, -0.7503506287081714] Predicted: 4.660638123567913 Movie Vector: [1.934433486530122, -0.6123249610653411] User Vector: [2.091851971301453, 0.28965929735772006] Predicted: 3.8691828841727993 Movie Vector: [2.21246651869159, -0.1385459453547682] User Vector: [1.7844135151045364, -1.0639609121510314] Predicted: 4.095362628064043 Movie Vector: [1.8180139053949036, 0.5552581180746009] User Vector: [2.079753495442245, 0.4675965035352538] Predicted: 4.040657529078906 Movie Vector: [1.0138528367635822, -0.5079542043246543] User Vector: [1.4733943626080617, -0.674542652225072] Predicted: 1.836441830395682 Movie Vector: [1.4778741337834096, -0.7370893375448585] User Vector: [1.8962172791475513, -0.31756479145607736] Predicted: 3.0364440906472523 Movie Vector: [1.6574140045722954, -0.7256426891326154] User Vector: [1.7418840013411665, -0.2421518716745438] Predicted: 3.0627386735036883 Movie Vector: [1.7879098959823285, -0.18807187074596465] User Vector: [2.289473672901767, -0.03844405680770697] Predicted: 4.100602882054967 Movie Vector: [1.7902381247010974, -0.4482135434467074] User Vector: [2.0260941706856084, -0.24848207952447016] Predicted: 3.7385640619426983 Movie Vector: [1.8981225640047141, 0.5747481976206269] User Vector: [1.7230979982606567, -0.984993036944454] Predicted: 2.7045282178372156 Movie Vector: [2.1853284503394352, 0.40337133742290515] User Vector: [1.8179295034787608, -0.4097594018193184] Predicted: 3.8074878667301113 Movie Vector: [1.7962449911745297, 0.4226355907464232] User Vector: [2.1762364423186455, -0.15416488301090714] Predicted: 3.8438982427226778 Movie Vector: [2.104635430772032, -0.41928939492027] User Vector: [1.63551420515409, -0.17871602668006903] Predicted: 3.5170948783874967 Movie Vector: [2.090971922534921, -0.16974258377388562] User Vector: [2.042326874750238, 0.043051941678150726] Predicted: 4.26314040392431 Movie Vector: [1.9339977768552623, -0.3959162009495215] User Vector: [1.919422210058526, -0.9207078549390417] Predicted: 4.076681443211652 Movie Vector: [1.9823487383292253, -0.14954615790905806] User Vector: [1.8003183373734961, -0.627554478842101] Predicted: 3.662707145872776 Movie Vector: [2.185628695373215, -0.272539431595303] User Vector: [1.7665864182076598, -0.11393570105019629] Predicted: 3.892153939693881 Movie Vector: [1.4470638118054513, -0.6460294281378265] User Vector: [1.7614921286992808, 0.23666952388004503] Predicted: 2.396096037051003 Movie Vector: [1.969619614086348, -0.08385143784758382] User Vector: [1.6236743948073475, 0.41869785261061104] Predicted: 3.162912517937237 Movie Vector: [1.2429581622771892, -1.9219889089152675] User Vector: [2.4020632815530827, -0.6578492582589495] Predicted: 4.25004314022457 Movie Vector: [1.6207948214336525, -0.16692494749090767] User Vector: [2.3467812020192924, -0.5032890084836902] Predicted: 3.887662310584602 Movie Vector: [1.6021118873240776, 0.21830205793994747] User Vector: [1.4810811990522235, -0.23502591943103268] Predicted: 2.321551153212743 Movie Vector: [1.8436344567107041, 0.3318633577971047] User Vector: [1.861606740473289, -0.19548768993439358] Predicted: 3.36724713039183 Movie Vector: [1.880974991666895, -0.2725200367638755] User Vector: [1.8301490927236086, -0.3199351849714406] Predicted: 3.5296534228054393 Movie Vector: [1.3162378660412888, -1.46384682740284] User Vector: [2.284694187806012, -0.03794129841636916] Predicted: 3.062741251629067 Movie Vector: [1.341634414058128, -0.6454855974383166] User Vector: [1.9633569135404423, -0.02076071034481009] Predicted: 2.6475079418049696 Movie Vector: [1.4200574808783017, -0.3121602344867658] User Vector: [1.695113926594063, -0.4669141599074779] Predicted: 2.552911246042801 Movie Vector: [1.976843913190886, 0.4285578375062508] User Vector: [1.7218225504321505, -0.39506310904003294] Predicted: 3.234467036727911 Movie Vector: [2.1906911860078733, -0.2728659360977576] User Vector: [2.2125495270709425, 0.04229399602073271] Predicted: 4.83547215674469 Movie Vector: [2.1076337582688573, -0.09714971525461721] User Vector: [1.5843825217803873, -0.6471107941944505] Predicted: 3.4021647183096673 Movie Vector: [1.9040768682657614, -0.5608383188852406] User Vector: [2.275224629635007, 0.39677416062546905] Predicted: 4.10967643417426 Movie Vector: [1.3417026708603998, -0.24853630790494302] User Vector: [2.234215145507543, -0.22072320556866942] Predicted: 3.0525101585852084 Movie Vector: [2.380266781511367, 0.3149267315595774] User Vector: [1.763172074301376, -0.09230664050354692] Predicted: 4.16775008995303 Movie Vector: [2.111922129848902, 0.09032371254834942] User Vector: [1.802947175654072, -0.5150584072280632] Predicted: 3.7611620516923323 Movie Vector: [1.962157782622727, -0.36519872559014377] User Vector: [1.681766149943587, -0.5651740734884184] Predicted: 3.5062913910378297 Movie Vector: [1.8725581643098508, -0.381460305566168] User Vector: [2.012034335561628, -0.5532583183563721] Predicted: 3.9786974091049188 Movie Vector: [2.0781294937471775, -0.28080777501217447] User Vector: [1.7216178147246612, -0.3277890422608503] Predicted: 3.6697904693705232 Movie Vector: [1.8477934219180576, -0.20877387056385094] User Vector: [1.7839755033102418, 0.010321823618899386] Predicted: 3.294263272811426 Movie Vector: [2.0408488645944827, -0.3361411298519322] User Vector: [1.8398130668822346, -0.5017935768720609] Predicted: 3.923453868494918 Movie Vector: [2.150914992988073, -0.4721163629241639] User Vector: [1.6856853854692926, -0.151598890957104] Predicted: 3.6973382860887853 Movie Vector: [1.8383191803039742, -0.09684079471732528] User Vector: [1.9098779529559453, -0.0762987777856212] Predicted: 3.518354107235326 Movie Vector: [1.1535991114252873, -0.7289792459107226] User Vector: [1.8067754166179872, -0.484085550055807] Predicted: 2.437182834391523 Movie Vector: [2.091742405107891, -0.40661503183350023] User Vector: [1.9161042588618662, -0.5523616028316548] Predicted: 4.232595061588189 Movie Vector: [1.486231547791294, -0.57542493898251] User Vector: [2.075461863744635, -0.05076810604782886] Predicted: 3.1138301324598223 Movie Vector: [1.6110887835859933, 1.0923252674346668] User Vector: [1.8036762935141861, -0.31609974417836484] Predicted: 2.560598908105001 Movie Vector: [1.4528256613223807, -0.18071372900019844] User Vector: [1.3193879105826236, 0.42568453929954786] Predicted: 1.8399135732584013 Movie Vector: [1.5519161929378322, -0.1581097080191298] User Vector: [1.5904003398683826, -0.5137327488489004] Predicted: 2.5493941756159395 Movie Vector: [2.1184257211282342, 0.7230044353257604] User Vector: [1.963713597553921, 0.22220130476201644] Predicted: 4.320633922865594 Movie Vector: [2.2602604072590076, -0.08668403756135713] User Vector: [1.9456648209177014, 0.21604137881793334] Predicted: 4.378981821520706 Movie Vector: [1.5480549624443731, 0.2204595597877357] User Vector: [2.0769483678598393, 0.09703443083069188] Predicted: 3.236622395511353 Movie Vector: [1.8399213090396347, -0.2981873035103912] User Vector: [1.9501581341804919, -0.23195100098764176] Predicted: 3.657302350606703 Movie Vector: [1.4089564418903304, -0.9969478480351348] User Vector: [1.706891302101625, 0.2875727130628004] Predicted: 2.1182404982610743 Movie Vector: [1.8236069479050256, -0.35059050766067873] User Vector: [1.821054834735349, -0.8499954729470584] Predicted: 3.6188885935092086 Movie Vector: [1.7739435912679993, 0.022372900084504564] User Vector: [1.8779541350825237, -0.07979664171921765] Predicted: 3.3295994203326185 Movie Vector: [1.5091559544224917, -0.8178586201922061] User Vector: [1.595005757499999, -0.7090163392961004] Predicted: 2.986987561219718 Movie Vector: [1.6447518796311817, -0.6755118001583758] User Vector: [1.32556797602685, 0.42491581480518914] Predicted: 1.8931947731742462 Movie Vector: [2.1788025749019853, 0.3365696333571795] User Vector: [1.9329236136143446, -0.2816069024031448] Predicted: 4.116678614539106 Movie Vector: [2.007669825151999, 0.3248825039769937] User Vector: [1.6798860823707202, -0.3030107902823702] Predicted: 3.2742136929895165 Movie Vector: [1.5417864384075681, -0.8934561971032317] User Vector: [2.1102688094585704, -0.49085600896967574] Predicted: 3.6921421749170245 Movie Vector: [1.7875130160551278, -0.22641561967717672] User Vector: [0.890362678402598, -0.2423334663896909] Predicted: 1.64640295861549 Movie Vector: [1.9275200838738271, -0.3696112151195519] User Vector: [1.9402732704812624, -0.009654734696765943] Predicted: 3.7434841952791165 Movie Vector: [1.6673508889189153, -0.34535811890306595] User Vector: [1.903176187181882, -0.5498485074022817] Predicted: 3.3631571536651332 Movie Vector: [2.159026472912546, -0.2406936109137821] User Vector: [1.7840794835739562, -0.2204372693470439] Predicted: 3.904932677155429 Movie Vector: [1.5107711243230202, -0.7374114676850215] User Vector: [1.9573081776204422, -0.3648055181283523] Predicted: 3.2260564486929004 Movie Vector: [1.5282787037296863, 0.012662156696565414] User Vector: [1.8554123810763052, -0.07593070662921125] Predicted: 2.8346257821298866 Movie Vector: [1.9300867945155704, -0.39404018214458514] User Vector: [1.9624218330178533, -0.8131782637132683] Predicted: 4.108069376326393 Movie Vector: [1.8486511594245438, -0.8911445419611541] User Vector: [1.6544865385844494, 0.03593136897458892] Predicted: 3.0265484144595454 Movie Vector: [1.4856818337901911, -0.5982098774772913] User Vector: [1.9829630190491425, 0.2146109425737673] Predicted: 2.8176697488167246 Movie Vector: [2.2682382028847496, -0.28007845504077] User Vector: [1.8469032324009143, -0.22744101624223706] Predicted: 4.2529177972051135 Movie Vector: [1.6830915338793921, -0.6971450600891766] User Vector: [1.9663400900018357, 0.4115428091319386] Predicted: 3.022625321808178 Movie Vector: [1.0125324009863477, -1.4794297102213447] User Vector: [1.9147945756752918, -1.0631734990791508] Predicted: 3.5116820107618194 Movie Vector: [1.302417627085882, -0.9313137508819689] User Vector: [2.1441449051000774, 0.09948588132712934] Predicted: 2.6999195501301596 Movie Vector: [1.280569907620583, -1.674208274895449] User Vector: [2.0059516732952614, -0.08674105844260277] Predicted: 2.713983946780862 Movie Vector: [1.696660779826958, -0.5832055771973815] User Vector: [1.1114370319715692, -0.2960724573488191] Predicted: 2.0584027297738072 Movie Vector: [1.5490717542326768, -0.749246409861202] User Vector: [2.007042611353056, -0.5727821812904526] Predicted: 3.538208011752751
avg loss: 0.9300670962919513: 85%|██████████████████████████████████████ | 59282/70000 [01:24<00:15, 672.45it/s]
Movie Vector: [2.0201926278172033, 0.7622954009248096] User Vector: [1.6980173200464348, -0.30482893495499336] Predicted: 3.1979523766787326 Movie Vector: [2.128707274438719, -0.3085071305597697] User Vector: [1.8697422249840843, -0.40995551615533643] Predicted: 4.106608075595089 Movie Vector: [1.919100896178972, -0.3399565812154723] User Vector: [1.9697601941297975, -0.0867055667526665] Predicted: 3.8096446818577467 Movie Vector: [1.9581071074195464, -0.3346146441943126] User Vector: [1.1671267472132607, -0.9627939493112825] Predicted: 2.607524133758974 Movie Vector: [2.0170065393265664, 0.3739490742332127] User Vector: [1.4516614105432155, -0.5453827326074379] Predicted: 2.724065189992362 Movie Vector: [1.881248085472197, -0.20858030673083042] User Vector: [1.9538436050213184, -0.6632082005122285] Predicted: 3.813996711147693 Movie Vector: [1.9851665215726069, -0.9066653462259875] User Vector: [1.5839337210134243, -0.24685008365753797] Predicted: 3.368182611911051 Movie Vector: [1.921478578690807, -0.19110022567496907] User Vector: [1.67905030853455, 0.053620578843736194] Predicted: 3.2160122956754678 Movie Vector: [1.5230502152943022, -0.6477778595369592] User Vector: [1.7793063840838623, -0.32139538116617383] Predicted: 2.918165783430342 Movie Vector: [2.2688267448199317, -0.2704672324653723] User Vector: [2.4446006290568074, -0.9149338259446734] Predicted: 5.7938349073999245 Movie Vector: [1.5922747814750449, -0.4668228479512891] User Vector: [1.9669127871037078, -0.23466634797116792] Predicted: 3.241413241144256 Movie Vector: [1.7860741639862956, -0.36890738496777364] User Vector: [1.7784505187041837, -0.6229786918581688] Predicted: 3.40626596348961 Movie Vector: [1.68672190702013, -0.42610561586803153] User Vector: [2.033096744785971, -0.4441301587421685] Predicted: 3.61851517333821 Movie Vector: [2.223279161465546, 0.385223850688054] User Vector: [2.0575240428728723, -0.6907781352605149] Predicted: 4.308346115497431 Movie Vector: [2.118550886041157, -0.28807636929956115] User Vector: [1.4616013563829127, -0.575487927957355] Predicted: 3.2622613214656586 Movie Vector: [1.3420258203009297, -1.090775408444985] User Vector: [2.09311023168891, -0.8075500032239958] Predicted: 3.6898636602689816 Movie Vector: [2.0400674866445985, 0.3190387499777229] User Vector: [2.0286597867671414, 0.28969672063172813] Predicted: 4.231027352070002 Movie Vector: [2.1318803334903524, 0.3735437062919908] User Vector: [1.9406832076465772, -0.4390334721001612] Predicted: 3.9733061735621766 Movie Vector: [1.6560062547779248, -0.21105556629511446] User Vector: [1.8314472643552044, -0.7380805342000462] Predicted: 3.1886641301851295 Movie Vector: [1.541489732248371, -0.8045926235311018] User Vector: [1.6881151883975039, -0.5023170016628492] Predicted: 3.006372783979465 Movie Vector: [1.2645983181413736, -1.418693168179836] User Vector: [1.6065959440564124, -0.17295487678184465] Predicted: 2.2770684308802798 Movie Vector: [1.6319222463036698, -0.4715530657009783] User Vector: [1.8147663440737363, -0.6524818938233753] Predicted: 3.269237406083903 Movie Vector: [1.5817613334551102, -0.5045754644207457] User Vector: [1.796965418638545, -0.1948151619120818] Predicted: 2.940669367556417 Movie Vector: [2.0057287841563998, 0.4670890058006577] User Vector: [1.967259050642707, 0.05458849508157103] Predicted: 3.9712857896620752 Movie Vector: [1.7612636621899562, -0.09376246091875036] User Vector: [1.3640430932223389, -0.057222863775758845] Predicted: 2.4078048902821263 Movie Vector: [1.7452702885351148, -0.31402609204828624] User Vector: [2.36076689918104, 0.10670508768618815] Predicted: 4.086668145610078 Movie Vector: [1.858150651247522, -0.4565423990676216] User Vector: [1.6020496890777, -0.35280220125984607] Predicted: 3.137918836450127 Movie Vector: [1.7722199225541193, -0.22225323905429387] User Vector: [2.2472102763394726, -0.5443890273395798] Predicted: 4.1035430465289995 Movie Vector: [1.7451186866196258, -0.38645223367373904] User Vector: [2.1203111776072014, -0.2685528514340757] Predicted: 3.803977506786942 Movie Vector: [1.9011070095004285, 0.3918580491918564] User Vector: [1.4916290229891989, -0.4177094155357874] Predicted: 2.672063594478118 Movie Vector: [1.8466318060658644, -0.19259311796699227] User Vector: [2.086101052856857, -0.2635057218645946] Predicted: 3.903009943449004 Movie Vector: [1.5832090651708672, -0.7273999888757451] User Vector: [1.9540253661798463, -0.2559790003985979] Predicted: 3.2798297953521205 Movie Vector: [1.3682648737131906, -0.3653873223894008] User Vector: [1.950683369984469, 0.22760834516213013] Predicted: 2.5858863310939473 Movie Vector: [2.0767566386579164, 0.15016797214555405] User Vector: [1.391758053000644, -0.05869829467736896] Predicted: 2.881528172094601 Movie Vector: [1.435692154822162, -0.05688169197173246] User Vector: [2.456016371349369, -0.7021836462235772] Predicted: 3.56602483033316 Movie Vector: [1.8630989609710957, 0.41789964651165] User Vector: [2.0488378312605935, 0.6694942965842645] Predicted: 4.096969064504014 Movie Vector: [1.736256289356422, -0.8223742833178581] User Vector: [1.7186052598594628, -0.29674522650446167] Predicted: 3.2279748343266226 Movie Vector: [2.0932355609627407, -0.28368390888031136] User Vector: [1.6625346743032494, -0.7231345723557656] Predicted: 3.6852183437175454 Movie Vector: [1.7707570722680517, -0.35024818908676536] User Vector: [1.9546957311466133, -0.7047708890565728] Predicted: 3.70813601767317 Movie Vector: [1.7941339750581924, -0.636405743488921] User Vector: [1.4610731511699204, -0.3663520823403009] Predicted: 2.8545095498997823 Movie Vector: [1.986887408268413, -0.2499812649811879] User Vector: [2.139929030516382, -0.2691196715524815] Predicted: 4.3190729212470425 Movie Vector: [1.9046086252629577, -0.04068302659448081] User Vector: [1.8313651436548153, -0.24805561044975677] Predicted: 3.4981255016077344 Movie Vector: [0.6046070817625, -2.3216120326750396] User Vector: [1.738000710805897, -0.9804805216109005] Predicted: 3.32710291463687 Movie Vector: [1.4648346944272528, -0.7118928446900976] User Vector: [1.7419813856341089, -0.4341473571265717] Predicted: 2.860781167802825 Movie Vector: [1.2961164625356778, -0.892014187490558] User Vector: [1.9742680242410093, -1.0113322816951356] Predicted: 3.4610040312158175 Movie Vector: [2.0400423898176436, -0.7576507516160754] User Vector: [1.799757057887353, 0.017289922593887674] Predicted: 3.658480966615044 Movie Vector: [1.3377245289263007, 0.4429440293417741] User Vector: [1.85253739248782, -0.732280266493388] Predicted: 2.153825538836077 Movie Vector: [2.20440657844265, -0.307909880827569] User Vector: [1.7686159231558822, -0.6012690739535331] Predicted: 4.083885264649582 Movie Vector: [1.838975489044977, -0.41634898169010115] User Vector: [1.7195310894322662, -0.1962097683392705] Predicted: 3.24386726336245 Movie Vector: [1.6751250673507059, -0.2874622749013263] User Vector: [1.915481528789628, -0.9199011427619099] Predicted: 3.473108000105427 Movie Vector: [1.7619892584408094, -0.4583476333104276] User Vector: [1.764851129677036, -0.6956391111408583] Predicted: 3.428493273467647 Movie Vector: [2.073727793907869, -0.29645245210313437] User Vector: [1.8886443321772135, 0.24361216236564395] Predicted: 3.8443148215470115 Movie Vector: [2.1311318707107345, -0.06233908165889428] User Vector: [1.7719915612010178, -0.29580480373019585] Predicted: 3.79478789052079 Movie Vector: [2.0698224138676227, -0.6001761768259292] User Vector: [1.6964013217940406, -0.42925361828351327] Predicted: 3.768877274274063 Movie Vector: [1.9314909201701653, -0.2554152236525727] User Vector: [1.930778951753994, -0.9222832654147038] Predicted: 3.9648472006754307 Movie Vector: [1.655821177755833, -0.41068336220459245] User Vector: [1.5169000731109872, -0.6163525493048311] Predicted: 2.764841002848424 Movie Vector: [2.0538918784533955, -0.0837234268972534] User Vector: [2.2218040071909995, 0.23905667273120768] Predicted: 4.543330562021091 Movie Vector: [2.200364103128592, -0.27268103342633393] User Vector: [2.234472025451204, -0.0693601307166999] Predicted: 4.935565226370282 Movie Vector: [1.7827280234188285, -0.09466291063675149] User Vector: [2.122430650098702, -0.4425304684623986] Predicted: 3.825607819884094 Movie Vector: [1.782836265894051, -0.8540026035188051] User Vector: [1.8735736782669146, -0.20774526970293236] Predicted: 3.5176901016337885 Movie Vector: [2.1027607640205277, -0.7124456499138724] User Vector: [1.7217438573346797, -0.23769372064026134] Predicted: 3.789759286178719 Movie Vector: [2.0276138072282164, 0.31726033936877895] User Vector: [1.9888042860466448, 0.2811281699968149] Predicted: 4.121717848882145 Movie Vector: [2.0982555378707315, -0.6400767102487658] User Vector: [2.0744682463472035, 0.09183758915979517] Predicted: 4.293981384088426 Movie Vector: [2.0563749346476836, -0.7574938479747562] User Vector: [2.0649609047955675, -0.15870413236385533] Predicted: 4.366551249562798 Movie Vector: [1.2263018744900198, -0.9854093094529813] User Vector: [2.0702876898066505, -0.260357710319471] Predicted: 2.7953565862801772 Movie Vector: [2.1448153833651844, -0.27095674848561857] User Vector: [1.9300889644154697, 0.0630580481756675] Predicted: 4.122598498442149 Movie Vector: [1.9643914846355877, -1.186879978260902] User Vector: [2.245877461957375, -0.03705484450266064] Predicted: 4.455762214841832 Movie Vector: [1.997241082479422, -0.16065843461060078] User Vector: [1.926066001015794, -0.2977164269030492] Predicted: 3.8946487998997013 Movie Vector: [2.039726595082466, -0.46190717484656063] User Vector: [1.9942897634154135, -0.35804842441659485] Predicted: 4.23319100491967 Movie Vector: [2.158308034668191, 0.04679944338022518] User Vector: [1.6754535428562918, -0.42896743099166845] Predicted: 3.5960694062613654 Movie Vector: [1.9006230975444698, -0.2600518282695825] User Vector: [1.9279360991633532, -0.6841554605630619] Predicted: 3.842195758999697 Movie Vector: [2.0860709859313875, -0.23040367076688162] User Vector: [2.0678331238701237, -0.5906681862695218] Predicted: 4.449738801775044 Movie Vector: [1.6165520651622731, 0.27599319720094606] User Vector: [2.198246995725235, -0.49043131207037305] Predicted: 3.418225014850634 Movie Vector: [1.6399667852847266, -0.4666392583706075] User Vector: [2.129401011323925, -0.27056577271586835] Predicted: 3.6184035426435464 Movie Vector: [1.9902452835597486, -0.14338588978525196] User Vector: [1.868600009738056, -0.3894197737429217] Predicted: 3.774809656998966 Movie Vector: [1.5836715717128684, -0.49640171790346244] User Vector: [2.1941599495242263, -0.4068879975508509] Predicted: 3.6768086368310016 Movie Vector: [2.220173466169513, -0.26452895057996895] User Vector: [1.2299446528711395, -0.24619504971668732] Predicted: 2.795816201301115 Movie Vector: [1.9172863616288742, -0.4582013693017911] User Vector: [1.8182701586644046, 0.010414347464426264] Predicted: 3.481372708695447 Movie Vector: [1.6390106449007855, 1.1254275209539149] User Vector: [1.444184374815373, 0.5123788032614678] Predicted: 2.9436787698656697 Movie Vector: [1.4648828398188325, -0.547043800603876] User Vector: [1.8446944077446543, -0.3375566139891623] Predicted: 2.8869194356505155 Movie Vector: [2.301175549843854, -0.5548234058121451] User Vector: [2.0448281222954483, -0.6709095258063223] Predicted: 5.077744786759079 Movie Vector: [2.1137345847260804, -0.0371565858008768] User Vector: [2.080691472286004, -0.24680631465111003] Predicted: 4.407200005122085 Movie Vector: [1.5985308638741573, -0.14571985505162208] User Vector: [1.639717098712257, 0.7545402982613851] Predicted: 2.5111868874204744 Movie Vector: [2.1407943748952465, -0.0639520775762702] User Vector: [2.014817539281007, -0.03657136221715143] Predicted: 4.315648869126643 Movie Vector: [1.4160792728779579, -0.15687666077790616] User Vector: [1.567905797136341, 0.15988824879452246] Predicted: 2.1951961665814532 Movie Vector: [1.2837491628026059, -0.2097849266194912] User Vector: [2.2312427392793728, 0.3448736689458521] Predicted: 2.7920067012264878 Movie Vector: [1.8173447660049347, 0.21339722799625524] User Vector: [1.6841171193050073, 0.07964410088624378] Predicted: 3.0776172624636415 Movie Vector: [1.9817518812996133, -0.13959625712739349] User Vector: [1.8379675928207329, -0.11216091275410547] Predicted: 3.6580529784566744 Movie Vector: [1.594472600532759, -0.8557838100052734] User Vector: [1.5628112390435502, 0.421288943340129] Predicted: 2.1313274434148815 Movie Vector: [1.7891715661671561, -0.7848595968005837] User Vector: [2.1452296186083712, -0.1681823266518223] Predicted: 3.970183349598644 Movie Vector: [1.780302344344417, -0.3076511187787508] User Vector: [1.6732951451343545, 0.032595974654156486] Predicted: 2.9689430815927875 Movie Vector: [2.15205257804606, -0.19455526212891996] User Vector: [1.7836124238898519, -0.29614473290964377] Predicted: 3.896044231206473 Movie Vector: [1.9760477829730685, -0.5085288376173807] User Vector: [2.048344993350867, -0.332158650990172] Predicted: 4.216539835567555 Movie Vector: [2.080852677206453, -0.08082255948355652] User Vector: [1.7119045265637847, 0.02526280532898846] Predicted: 3.5601793126356727 Movie Vector: [2.078566991067815, -0.42179894149981073] User Vector: [1.9600363469633382, -0.5677401606961875] Predicted: 4.313539050919721 Movie Vector: [2.208034614991823, 0.18887587324102528] User Vector: [1.9876554551309837, -0.07331486057249552] Predicted: 4.3749646392943635 Movie Vector: [1.7307610410996161, -0.4919075829366655] User Vector: [1.8494153923094399, -0.3910015160970709] Predicted: 3.3932327205270227 Movie Vector: [1.517619410078656, -0.49279032460216166] User Vector: [1.9032021768587253, -0.6214397055252899] Predicted: 3.194576039111232 Movie Vector: [1.1628477780641295, -0.9519030441483396] User Vector: [2.044931775648078, -0.1513261285505018] Predicted: 2.5219921740315083 Movie Vector: [1.8792133645764, 0.11880529748727935] User Vector: [1.937138894786909, -0.2997373167054743] Predicted: 3.6046869190450836 Movie Vector: [1.627465622422765, -0.15359267762075487] User Vector: [1.5805298014516609, -0.38566957280181957] Predicted: 2.6314939394407406 Movie Vector: [2.0211814319120927, 0.3163510885621301] User Vector: [1.8094119915582985, -0.4001701909577937] Predicted: 3.5305556444970994 Movie Vector: [2.194164481058903, -0.259322794866019] User Vector: [1.9546032398255815, 0.2583112649995441] Predicted: 4.2217350042028885 Movie Vector: [2.0186184526922277, -0.702874434211652] User Vector: [1.8525561260643046, -0.2408834938261148] Predicted: 3.9089148301553904 Movie Vector: [1.6263893805236822, 0.11765983745872234] User Vector: [1.8025814135859048, -0.9757728307902754] Predicted: 2.816889995918062 Movie Vector: [1.9941639301219063, -0.06307814987584565] User Vector: [2.1679279434473018, -0.35126018626353783] Predicted: 4.345360550600522 Movie Vector: [2.1084170523201275, 0.15221859111192235] User Vector: [1.5363735448588565, 0.06277949450547997] Predicted: 3.2488723869182783 Movie Vector: [1.7465649381013482, -1.2230870420859636] User Vector: [1.7292963165029123, -0.2167898187365847] Predicted: 3.28548113214468 Movie Vector: [2.1483607177724404, -0.3133261633901127] User Vector: [2.0043458458871095, -0.6120925470863743] Predicted: 4.497842489552496 Movie Vector: [1.5962990377999133, -0.23628659681682285] User Vector: [1.5191366465299683, -0.7661759175848658] Predicted: 2.60603346727151 Movie Vector: [1.7365846081839733, 0.2025522482320714] User Vector: [2.010616149203087, -0.18858429880097163] Predicted: 3.453406883968807 Movie Vector: [1.8239683402841265, -0.6895097286376218] User Vector: [2.073144684081114, -0.5056744790127136] Predicted: 4.130017741395316 Movie Vector: [2.0996612352635364, 0.04201929766191058] User Vector: [1.7624570020184627, -0.24001163195175637] Predicted: 3.6904775257516524 Movie Vector: [1.7124589439621651, -0.3677805235663861] User Vector: [1.9307774588681292, -0.24792497660628365] Predicted: 3.3975591059407124 Movie Vector: [1.5271831358772583, -0.5252348271708868] User Vector: [1.4534794458279754, -0.0542352891299933] Predicted: 2.248215560725462 Movie Vector: [1.5017398624811233, -0.5831275416954337] User Vector: [2.1083499009370206, 0.10150634450740297] Predicted: 3.1070019451561595 Movie Vector: [1.8318305581504795, -0.3626389642580056] User Vector: [1.9416052485902915, -1.0000643633066035] Predicted: 3.9193541311339026 Movie Vector: [2.0200256040548137, -0.5686297843810519] User Vector: [1.8559742528635539, -0.11342931692168208] Predicted: 3.8136147992745477 Movie Vector: [1.4584381059885219, -0.17890294166245826] User Vector: [1.7089536860133292, -0.35458459027419165] Predicted: 2.555839403319613 Movie Vector: [2.015229168087479, -0.4784362353228994] User Vector: [1.7190135636602544, 0.006380583676921153] Predicted: 3.4611535713925985 Movie Vector: [1.5861377528313465, -0.40527072944084996] User Vector: [1.3302358374990468, 0.42299868946548097] Predicted: 1.9385082945942635 Movie Vector: [1.52613618029512, -0.7471825601713703] User Vector: [1.4673923171965413, -0.2368911518805487] Predicted: 2.4164414433047883 Movie Vector: [2.242615990360121, -0.5356099737117711] User Vector: [1.8137383604729262, -0.13427371495996873] Predicted: 4.139436990466024 Movie Vector: [1.8948492260669445, -0.4646241321547178] User Vector: [1.8581149547343796, -0.2119132899669998] Predicted: 3.619307712364823 Movie Vector: [1.6215671647301289, 0.8931257216461338] User Vector: [1.7754806428361964, -1.094012324015886] Predicted: 1.9019705656606654
avg loss: 0.9301995448549287: 85%|██████████████████████████████████████▏ | 59434/70000 [01:24<00:14, 713.48it/s]
Movie Vector: [1.9791409030833436, -0.1677609742456081] User Vector: [2.07695606803465, -0.2657161641565875] Predicted: 4.155165510726243 Movie Vector: [1.5170826850994414, 0.15260473633157667] User Vector: [1.8369744115701725, 0.46451632663729103] Predicted: 2.8577294643120403 Movie Vector: [1.908707284843655, -0.26292061675658285] User Vector: [1.9816508769252976, -0.35518627986941365] Predicted: 3.8757772605708753 Movie Vector: [1.7527433027506543, 0.10181855502760742] User Vector: [2.0081657105833286, -0.8225171835479194] Predicted: 3.4360514889242117 Movie Vector: [1.9786557993069855, 0.5118914112437234] User Vector: [2.1905899756865788, -0.6020641936981048] Predicted: 4.02623206952456 Movie Vector: [1.841493245936876, -0.5885100490607273] User Vector: [1.7108384995195844, -0.11949562353344016] Predicted: 3.220821917022301 Movie Vector: [1.79805901004185, -0.3663972393356892] User Vector: [2.0428412176978696, -0.330328794964452] Predicted: 3.7941806161145792 Movie Vector: [1.3531668199302758, -1.2241223761889435] User Vector: [1.8346244086078123, -0.3962239961961732] Predicted: 2.9675795364890347 Movie Vector: [1.8961833373911439, -0.16495772421557187] User Vector: [2.0254382429580806, -0.21033475457493617] Predicted: 3.87529858965003 Movie Vector: [2.217260777097935, -0.25116778225021413] User Vector: [1.9313914656662532, -0.555692733453588] Predicted: 4.4219706535175725 Movie Vector: [0.7385000435962639, -0.5815431469238724] User Vector: [2.0749289922014054, -0.28048106336672174] Predicted: 1.695446991442727 Movie Vector: [2.2071260843154095, -0.1717141503551199] User Vector: [2.1290648861875843, -0.975299440944547] Predicted: 4.866587360348253 Movie Vector: [2.139853352773239, 0.18330636372012984] User Vector: [1.7895570772181668, -0.296682156390071] Predicted: 3.775005984395862 Movie Vector: [1.9068060608879187, -0.46793431403204316] User Vector: [1.6458295591361192, -0.14285071270222338] Predicted: 3.205122528806547 Movie Vector: [1.9028092982468334, -0.47885351206906973] User Vector: [2.0396173412057896, -0.9314021923141862] Predicted: 4.32700805265034 Movie Vector: [1.8243853459148498, -0.5920889492460166] User Vector: [1.5224304785066403, 0.06177286542629524] Predicted: 2.7409248241794764 Movie Vector: [1.8178143919070944, -0.2160530786128366] User Vector: [1.8054291841284134, -0.13228921215494932] Predicted: 3.3105166460310564 Movie Vector: [1.1751737234007167, -0.2847750333830339] User Vector: [1.8587576241977488, -0.2678383790692826] Predicted: 2.260636801468651 Movie Vector: [2.0225838298595438, -0.09868510224636844] User Vector: [2.3884069966218155, -0.8146156016314879] Predicted: 4.911143794429172 Movie Vector: [1.7545088766720407, -0.7315873066642904] User Vector: [2.026450742639572, -0.3806719251151673] Predicted: 3.833920564517494 Movie Vector: [1.4867161530099766, -1.1158080708020452] User Vector: [1.8944227787094654, -0.9162873253087473] Predicted: 3.838869738490526 Movie Vector: [2.058845380816294, 0.23214761857570615] User Vector: [1.9359057580708112, -0.6852459052557771] Predicted: 3.8266524226558727 Movie Vector: [1.6671611254389203, -0.4842228678876157] User Vector: [2.0064921482277054, -0.25672410243669747] Predicted: 3.4694573891614295 Movie Vector: [1.0234390351698388, -0.7476177143900893] User Vector: [1.8880210019981476, -0.35373643680051037] Predicted: 2.196734019042668 Movie Vector: [1.2223741357688436, 0.8313534920810451] User Vector: [1.9110806585025035, -0.26126148926657966] Predicted: 2.118854916873485 Movie Vector: [1.9700249561460679, 0.11953121390544724] User Vector: [1.7874519781490776, -0.4872121184152115] Predicted: 3.463087948922724 Movie Vector: [1.7555113532385753, 0.35009000189431955] User Vector: [2.0840568920553353, -0.6296250107655518] Predicted: 3.438160113586618 Movie Vector: [1.9074401385660602, -0.2002741186207731] User Vector: [2.4799031745314, 0.08484864662356845] Predicted: 4.713273866939886 Movie Vector: [1.7673462490125265, -0.8581389515259764] User Vector: [1.3196496911149427, -0.3030692308152367] Predicted: 2.5923534435741047 Movie Vector: [2.2410465326910063, 0.18765822551586317] User Vector: [1.8846503761271964, -0.6385742092380883] Predicted: 4.103755487788839 Movie Vector: [1.7598629287798984, 0.4126748279472101] User Vector: [1.568401697500293, -0.18226100216609684] Predicted: 2.6849574771558498 Movie Vector: [2.181130126698856, -0.3147843704515848] User Vector: [2.0853142485783627, 0.14155364688300354] Predicted: 4.503782855589461 Movie Vector: [2.2948462597947277, -0.18576010796531556] User Vector: [1.3592584150111244, -0.5625140675644072] Predicted: 3.2237817637055617 Movie Vector: [1.6911696019558067, -0.1844740919035914] User Vector: [1.7969914609243094, -0.4491598901236123] Predicted: 3.1218756965394183 Movie Vector: [1.2163385249164866, 0.8321786130265713] User Vector: [2.0786004927979356, -0.7344757949557085] Predicted: 1.9170668089526934 Movie Vector: [1.8136363756446314, -0.6536794577504602] User Vector: [1.906530151371838, -0.5528764832228296] Predicted: 3.8191564335473114 Movie Vector: [1.8169215118850663, 0.08652580903008214] User Vector: [1.7817373957739284, -0.1997605186559681] Predicted: 3.2199925624227506 Movie Vector: [1.602514703729878, -0.49989601386654836] User Vector: [1.7620350747579547, -0.3863454797164728] Predicted: 3.016819681073021 Movie Vector: [2.235895859965636, -0.5351124725877128] User Vector: [1.8741557591542017, -0.27745018652381925] Predicted: 4.3388841581543165 Movie Vector: [1.4541022636390322, -0.9458979524508259] User Vector: [2.257441025306794, -0.8824989168367503] Predicted: 4.117304023406181 Movie Vector: [1.9059548488952558, -0.4110748590529703] User Vector: [1.542312804267868, -0.06996755913488067] Predicted: 2.968340472317234 Movie Vector: [2.215678865127991, 0.09254104617974872] User Vector: [1.7711163024179946, -0.2002663185429719] Predicted: 3.9056921043186525 Movie Vector: [1.8508916349948434, -0.21847674743729315] User Vector: [2.0777893970373675, 0.46699662826434996] Predicted: 3.743735109850065 Movie Vector: [1.8356122784886242, -0.7650746816340054] User Vector: [1.9859979212394825, -0.15025333983608632] Predicted: 3.7604771954196172 Movie Vector: [2.43537339377967, 2.3804350951505033] User Vector: [1.7334909866121166, -0.24167381732833332] Predicted: 3.6464089908046624 Movie Vector: [1.5372580126897255, -0.22658912891797395] User Vector: [2.179771224747525, -0.06258131131861988] Predicted: 3.36505102589186 Movie Vector: [2.0997522765619054, -0.2787878038445136] User Vector: [1.7563728733561825, -0.21930811094919836] Predicted: 3.7490883659380354 Movie Vector: [1.8731529801493747, -0.25284308427379204] User Vector: [1.1659417724899341, -0.6840402872390514] Predicted: 2.3569421618132167 Movie Vector: [2.1035294900766606, 0.003776810321880199] User Vector: [1.9703175453716835, -0.08351263428663748] Predicted: 4.144305650125614 Movie Vector: [1.956456824170004, -0.18998319317153575] User Vector: [2.1904694577271875, -0.27353973380531493] Predicted: 4.33752687079395 Movie Vector: [2.225902899742092, 0.015280543181692152] User Vector: [1.848581569443854, 0.04177939845593088] Predicted: 4.115401487737073 Movie Vector: [1.150729663151521, -0.6450139104570685] User Vector: [1.7987856654373424, -0.2919183229137139] Predicted: 2.2582074018671414 Movie Vector: [1.31651807993351, -1.1260240941709079] User Vector: [1.6800433210811851, -0.7255074163155181] Predicted: 3.0287462385458763 Movie Vector: [1.5139226912652162, -0.2762965177712824] User Vector: [1.8023503022572565, -0.295586249720051] Predicted: 2.810288471694704 Movie Vector: [1.3034615219267223, -1.3124847289085746] User Vector: [2.0230833092243485, -0.9272413027861236] Predicted: 3.854001299146198 Movie Vector: [1.0854140678860729, 0.5653532004869033] User Vector: [1.6248246288257149, 0.2020272111832532] Predicted: 1.8778242404030931 Movie Vector: [1.8576797982331943, -0.3002994908619084] User Vector: [1.5081951602786645, -0.4142947870017522] Predicted: 2.9261561946461185 Movie Vector: [2.127681377714837, 0.05290272646411413] User Vector: [1.9164105318176452, -0.26583137801526757] Predicted: 4.063447795928271 Movie Vector: [2.0066546020555136, -0.15874407347968073] User Vector: [2.070523670039924, -0.09472381108065595] Predicted: 4.169862694776949 Movie Vector: [1.3598769798730288, -1.1447481372206783] User Vector: [1.8810812279805624, -1.4233179790467345] Predicted: 4.187379664388505 Movie Vector: [1.969775930402862, 0.21650782139341526] User Vector: [1.5872218165997625, 0.03766930672080699] Predicted: 3.1346270300800403 Movie Vector: [1.517788494474594, 0.33561018714149543] User Vector: [2.138521730164157, 0.28378920004239316] Predicted: 3.341066223762023 Movie Vector: [1.4659964503011214, -0.9663099142780004] User Vector: [2.065641939127247, -0.04514775949107194] Predicted: 3.0718504779573306 Movie Vector: [1.7398335596998193, -0.31427182856183083] User Vector: [1.9767846871531618, -0.9853024614630249] Predicted: 3.748929145260237 Movie Vector: [1.7441795368255433, 0.4300043126789368] User Vector: [1.6641310393130244, -0.5346687203980305] Predicted: 2.6726334497403195 Movie Vector: [2.2146737201086903, -0.17517163303561303] User Vector: [1.6613032548992441, -0.5878967051842838] Predicted: 3.782227485659772 Movie Vector: [2.2242871207563333, -0.17857359264154216] User Vector: [1.874122678077857, -1.0037470415967928] Predicted: 4.347829650887204 Movie Vector: [1.9090478225625391, -0.0313702054880447] User Vector: [1.8878796095501045, -0.04087771136919381] Predicted: 3.605334800077376 Movie Vector: [2.1413923502107, -0.42610800976316227] User Vector: [1.7847131129193607, 0.22630271141876251] Predicted: 3.7253416093595884 Movie Vector: [1.956714819329134, -0.1712437092075852] User Vector: [1.9906717302198618, -0.4008492562270926] Predicted: 3.9638197884102 Movie Vector: [1.7883838434821178, -0.18769688046360292] User Vector: [2.1572086455655155, -0.6656185641027154] Predicted: 3.9828516168100525 Movie Vector: [1.928496150964632, -0.37628157039625815] User Vector: [2.0358384770315237, -0.18564240977165522] Predicted: 3.9959604844220156 Movie Vector: [2.087250649124829, 0.06499231077394368] User Vector: [1.3616171948001892, -1.676300584455055] Predicted: 2.7330897251707773 Movie Vector: [1.95142233662533, 0.15944501017473858] User Vector: [1.6676334780266222, -0.1922114013339443] Predicted: 3.2236100694839456 Movie Vector: [1.9205163923650672, -0.17329795082476743] User Vector: [1.9080890170708915, -0.34078151288048086] Predicted: 3.723572973237547 Movie Vector: [1.9160656410486034, 0.0920458082661097] User Vector: [1.921038471695624, -0.1269124811669436] Predicted: 3.669154048840436 Movie Vector: [1.4101961961878697, -1.3578137300938082] User Vector: [1.850149487062124, -0.19895960697072673] Predicted: 2.879223855112866 Movie Vector: [1.837590522602951, -0.5299053641150321] User Vector: [1.9080501299048236, -0.3076342792913638] Predicted: 3.669231890146589 Movie Vector: [1.9442202481124666, -0.4988312461606299] User Vector: [2.0429035702528378, -0.587914751365945] Predicted: 4.265124734286907 Movie Vector: [1.8960631186395442, -0.05301820290386945] User Vector: [1.535847500462657, -0.768649483446999] Predicted: 2.9528162157573217 Movie Vector: [1.5870445911889361, -0.5712654592371392] User Vector: [1.9308788115062554, -0.021400652112059274] Predicted: 3.076616227399094 Movie Vector: [1.2335404440419333, -1.0826991558827497] User Vector: [2.4816877785628564, -0.3246884309335572] Predicted: 3.4128021344385218 Movie Vector: [2.1457405606380067, 0.05980808775630639] User Vector: [1.9848926440519379, 0.045384645370848624] Predicted: 4.26177902370739 Movie Vector: [1.5396883454667687, -0.8704935263939692] User Vector: [2.0950144234226222, -0.45977202031921993] Predicted: 3.625897858633551 Movie Vector: [0.9439653677340425, -0.9615448594902799] User Vector: [2.2142700983181767, -0.8544160973095026] Predicted: 2.911753693855111 Movie Vector: [2.1505523132321307, 0.18153263395175034] User Vector: [1.803900958235766, -0.3994053213633841] Predicted: 3.806878278574143 Movie Vector: [1.7883916276841183, -0.3082392553682812] User Vector: [2.032244838185692, -0.31959277552258947] Predicted: 3.7329606931637227 Movie Vector: [1.984599180766581, -0.28078366883831557] User Vector: [1.5148786989810166, 0.447015250423888] Predicted: 2.8809124429177717 Movie Vector: [2.2620695689018016, -0.3311957169619217] User Vector: [2.2742855362049883, -0.05421892549626974] Predicted: 5.162549178345463 Movie Vector: [1.8257500421151132, -0.2352209662082697] User Vector: [1.6783485650871577, -0.3664474115683065] Predicted: 3.1504410776053344 Movie Vector: [0.9469764216092331, -0.3467825681432198] User Vector: [1.571060964479249, 0.1078829750012108] Predicted: 1.450345755142659 Movie Vector: [1.438601120701907, -0.2615733166180954] User Vector: [1.7230009391184022, 0.1921950804937661] Predicted: 2.4284379773437355 Movie Vector: [1.785412945636846, -0.2728956725550353] User Vector: [1.9418204632263307, -0.822260592265856] Predicted: 3.69134275048872 Movie Vector: [1.8780154780172664, -0.3758553488696055] User Vector: [1.4862212730465978, 0.14471844608274326] Predicted: 2.73675335249974 Movie Vector: [0.6160750973370213, -0.7525103176413335] User Vector: [2.1479903550806796, -0.04414074188186033] Predicted: 1.3565397307797555 Movie Vector: [2.0394138803926176, -1.0177835490237854] User Vector: [1.6873911059135627, -0.3088386091074443] Predicted: 3.7556196987041135 Movie Vector: [1.787542511721994, -0.7331637254757465] User Vector: [1.913617428012211, -0.5245686081387954] Predicted: 3.805267178754596 Movie Vector: [1.9250954750774385, 0.09824760645123952] User Vector: [1.9111523478913366, -0.7482388300964428] Predicted: 3.6056380629983833 Movie Vector: [1.658724864457158, 0.1926932498561067] User Vector: [1.7371560043998724, -0.2328278181862542] Predicted: 2.8365995089959 Movie Vector: [1.8478743578104797, -0.7894617950892386] User Vector: [1.6548630870041985, -1.2394627712219095] Predicted: 4.036487568477282 Movie Vector: [1.9482347456832194, -0.4129929013402045] User Vector: [2.3157638921623556, 0.5062928726044933] Predicted: 4.302556315124512 Movie Vector: [2.189814165692366, -0.2694865906658762] User Vector: [1.7654101922127776, -0.6249210476563668] Predicted: 4.034328089733485 Movie Vector: [1.2976704220505806, -0.8879390182423627] User Vector: [2.1373887654929757, -0.35366425366235243] Predicted: 3.0876584715878064 Movie Vector: [1.607283074207066, 0.08067115968303736] User Vector: [2.098150808192, -0.8033784707132469] Predicted: 3.3075128082440552 Movie Vector: [1.704483092653757, -0.6983153042835294] User Vector: [1.5532207842221526, -0.3830922740732435] Predicted: 2.914957763803195 Movie Vector: [1.7621236381547731, 0.7632542951934269] User Vector: [1.744849801022182, 0.18822241622271785] Predicted: 3.218302647044514 Movie Vector: [1.6296596807038417, -0.70832801621401] User Vector: [2.0858846740602055, -1.124750303381967] Predicted: 4.195974303044646 Movie Vector: [1.8625918965908752, -0.2546550068103683] User Vector: [1.4234746497353403, -0.7663470446334733] Predicted: 2.8465064594698224 Movie Vector: [1.7954803485067965, -0.7620384465758769] User Vector: [1.6848572743264418, 0.04840090310031442] Predicted: 2.988244777080418 Movie Vector: [1.711436500568851, -0.4878220082859792] User Vector: [1.8066289294510813, -0.6287988442520565] Predicted: 3.398672607857149 Movie Vector: [1.0176018421367083, -1.110465378365575] User Vector: [1.6998987634905127, -0.636899577314942] Predicted: 2.43707504327777 Movie Vector: [2.3140886499548756, -0.08632325787741126] User Vector: [2.088175357991385, 0.1444817827913733] Predicted: 4.819750756848836 Movie Vector: [1.827841842960167, 0.4654532850234751] User Vector: [1.6409816895119091, 0.14323250715659683] Predicted: 3.066123036599523 Movie Vector: [1.8068479163357756, -0.8566650591536659] User Vector: [1.8654748553838285, -0.3162213535719429] Predicted: 3.6415251399904136 Movie Vector: [1.822797985682367, -0.656336241717227] User Vector: [1.9520614264860783, -0.8659246053183036] Predicted: 4.1265513371921605 Movie Vector: [2.068586258817172, -0.28896442368607667] User Vector: [1.913960744565646, -0.4946108004481005] Predicted: 4.102117821024373 Movie Vector: [0.6131961470314261, 0.16067027033949288] User Vector: [1.9290786675296379, 0.16158150236187524] Predicted: 1.2088649499160353 Movie Vector: [1.5275536248206343, -0.39658429583844873] User Vector: [1.9090217237246003, -0.8172473912037961] Predicted: 3.2402405351032155 Movie Vector: [1.581835325921491, -0.6158385319872307] User Vector: [1.726166548209099, -0.35669604887405215] Predicted: 2.950178395485357 Movie Vector: [2.0671864037781944, -0.3036336149202404] User Vector: [0.8596599048566027, -0.23844449470904489] Predicted: 1.8494770310791626 Movie Vector: [1.5713557653364767, -0.3720810219316651] User Vector: [1.8223534744961694, -0.28353193386151043] Predicted: 2.9690624903319676 Movie Vector: [1.8190407970073597, -0.23375608248002827] User Vector: [1.726560522135982, -0.16771513064158172] Predicted: 3.1798884601790824 Movie Vector: [1.8371330268735753, -0.05799793113772935] User Vector: [1.5972856219577527, -0.16251006583639332] Predicted: 2.9438514170564547 Movie Vector: [2.0437522160214647, 0.31135932602863664] User Vector: [1.93165707242263, -0.2981661737002177] Predicted: 3.854991603469448 Movie Vector: [1.6201076016152705, 0.19786905043419462]
avg loss: 0.9300814224719972: 85%|██████████████████████████████████████▏ | 59434/70000 [01:24<00:14, 713.48it/s]IOPub message rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_msg_rate_limit`. Current values: NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec) NotebookApp.rate_limit_window=3.0 (secs) avg loss: 0.9305904899016997: 86%|██████████████████████████████████████▋ | 60127/70000 [01:25<00:13, 737.07it/s]
Movie Vector: [2.1832175498516073, 0.3732089134610825] User Vector: [1.9343496128957172, -0.40087745174429873] Predicted: 4.0734949842260555 Movie Vector: [1.7891769727974631, -0.39901198548164457] User Vector: [2.10578775786026, -0.21708357075497517] Predicted: 3.8542459125447652 Movie Vector: [1.9369250217197436, -0.2586223136933208] User Vector: [1.590352362255957, 0.10732623154197556] Predicted: 3.052636325483294 Movie Vector: [2.045712066853224, -0.46951256357317855] User Vector: [1.6023640939764376, -0.40322595885572693] Predicted: 3.467295216181537 Movie Vector: [1.7160394436252928, -0.2741448228213976] User Vector: [1.9905246598281192, -0.3292010763415221] Predicted: 3.506067600520131 Movie Vector: [2.325636912619469, -0.08161469453080133] User Vector: [1.8574181816107966, 0.1861879304255417] Predicted: 4.304484614257599 Movie Vector: [1.7285041336032438, 0.05567666205139097] User Vector: [1.5380193342044663, -0.022233201697319793] Predicted: 2.657234906276907 Movie Vector: [1.753123570256973, -1.0263586199811243] User Vector: [1.4330982429391192, -1.2602258538755196] Predicted: 3.8058419764386358 Movie Vector: [1.13550517343269, -0.5580641998698563] User Vector: [1.7699110008762031, -0.21424590803212698] Predicted: 2.1293060692516987 Movie Vector: [1.4679805657301541, -0.46614721782867835] User Vector: [1.9166722138449448, 0.09873827501136749] Predicted: 2.767610988609617 Movie Vector: [1.8216844183597414, -0.25136289747292945] User Vector: [1.827270767243731, -0.6795667752058419] Predicted: 3.4995285584542293 Movie Vector: [2.116854420528036, -0.32730795741077373] User Vector: [2.0435539361737534, -0.660254323260039] Predicted: 4.542012677294754 Movie Vector: [1.6735077174005828, -0.4597855128008831] User Vector: [1.720252874784924, -0.29052353987901214] Predicted: 3.012434976597108 Movie Vector: [2.359964358804378, -0.07817370519127653] User Vector: [2.1344704989366177, 0.24498536684490466] Predicted: 5.018122888565905 Movie Vector: [1.5577885854493327, -0.6617283682275903] User Vector: [1.7137693592855254, 0.09944156258242653] Predicted: 2.6038870430461367 Movie Vector: [2.1128376635756996, -0.3106466432309441] User Vector: [1.919153986673018, 0.14551701928504643] Predicted: 4.009656451670336 Movie Vector: [2.09464338542542, -0.6037803489756616] User Vector: [1.8182439743024263, -0.31295981765192593] Predicted: 3.997531701779444 Movie Vector: [2.229494311030169, -0.2692752245925618] User Vector: [1.8287667332835364, -0.19672808054865867] Predicted: 4.130199026130275 Movie Vector: [1.69649725934236, 0.13786392802320527] User Vector: [1.9277823045714553, 0.011141024055967048] Predicted: 3.2720133416527295 Movie Vector: [1.858553176740648, 0.04237495654444694] User Vector: [2.1278786417367157, -0.058954877337963396] Predicted: 3.952277398953069 Movie Vector: [2.196602127688932, -0.28531621633674537] User Vector: [1.7038385142009274, -0.11685503126914915] Predicted: 3.7759959409137314 Movie Vector: [1.648880579482277, -0.4162062542285851] User Vector: [1.5162297063010937, -1.5825351453311869] Predicted: 3.1587427417773726 Movie Vector: [2.2231674089984894, -0.2685946132986999] User Vector: [2.178712698093899, -0.8196779207348013] Predicted: 5.063804138122768 Movie Vector: [1.9657002633196194, -0.05374029662720007] User Vector: [1.7613260081165785, -0.09454554810461492] Predicted: 3.4673199037463753 Movie Vector: [1.6628560203790035, -0.2343849054747199] User Vector: [2.03313160105176, 0.03993992082064574] Predicted: 3.3714438084655063 Movie Vector: [2.0124724433364203, -0.4710303511004541] User Vector: [1.7111560567500776, -0.3766467497321068] Predicted: 3.621066461224902 Movie Vector: [2.0820808462327136, -0.010002050895037388] User Vector: [2.130235449492993, -0.05890114219198764] Predicted: 4.435911559577275 Movie Vector: [2.2177305708005153, -0.532742903157172] User Vector: [1.6032312478734152, -0.9517205743021971] Predicted: 4.062557332219695 Movie Vector: [1.9461178617946688, -0.17286695877123148] User Vector: [2.227718911236465, -0.7818091555195229] Predicted: 4.470552535269221 Movie Vector: [1.7860473509263877, -0.6841155112457776] User Vector: [1.919493288532138, -0.20332999393225487] Predicted: 3.567407105854371 Movie Vector: [1.6892723537585808, -0.26971797246757545] User Vector: [1.1789084452076684, -0.4890515527303235] Predicted: 2.123403437336369 Movie Vector: [1.9746780679330496, -0.03544601486942736] User Vector: [2.1160621972857694, -0.37827233811408756] Predicted: 4.191949858283912 Movie Vector: [1.8672691749169865, 0.09871809942258723] User Vector: [2.1368892526229786, -0.9759081757350371] Predicted: 3.893807631314758 Movie Vector: [1.789311699668964, -0.34702530340370547] User Vector: [1.637196282740203, -0.5382791798802586] Predicted: 3.1162509590754266 Movie Vector: [1.9750872823204175, -0.6706167012992637] User Vector: [1.91405079612802, -0.3327533531807365] Predicted: 4.003567341204057 Movie Vector: [1.5744170572909015, -0.41091353741872966] User Vector: [1.8038109369672752, -0.12797483960563116] Predicted: 2.892537301332106 Movie Vector: [2.0574061932045278, -0.009319795209687185] User Vector: [1.9938083189697564, 0.05330108168678763] Predicted: 4.10157682834531 Movie Vector: [1.5996358874809846, -0.5509279053037762] User Vector: [2.288553226555094, 0.5163376076964686] Predicted: 3.3763870749701503 Movie Vector: [1.0577598426420158, -0.29230174165059786] User Vector: [1.7923992108235245, -0.5964954205740344] Predicted: 2.070284557512761 Movie Vector: [2.0540515993821926, 0.3827690249588652] User Vector: [1.6462236834822106, -0.12723265675644796] Predicted: 3.3327276700278876 Movie Vector: [1.9110131185711885, -0.1228682059713202] User Vector: [2.042079251512606, 0.1711424103731236] Predicted: 3.8814122778744706 Movie Vector: [1.5631021098403202, -0.786661441796147] User Vector: [1.8810350833044651, -0.4381004365251841] Predicted: 3.2848866284452947 Movie Vector: [1.8653442306186423, -0.4824403035352137] User Vector: [2.1208998954293583, -0.7631307721176661] Predicted: 4.3243734249963435 Movie Vector: [2.2378817879643926, -0.2589410235540021] User Vector: [1.7977437189826633, -0.9028535708473564] Predicted: 4.256923755893279 Movie Vector: [2.0925176878441825, -0.15913910327224742] User Vector: [1.7715595510946345, 0.07489303932156909] Predicted: 3.6951012846158546 Movie Vector: [1.3271802354551256, -0.6713122460853471] User Vector: [2.265379064989771, 0.010265232865942341] Predicted: 2.999675144336412 Movie Vector: [1.2512793715765498, -0.302966815347209] User Vector: [1.8083066914902874, -0.12914820493844584] Predicted: 2.301824480903646 Movie Vector: [1.1868371416679162, -0.6427081082708322] User Vector: [1.8210534520709303, -0.19579648116282736] Predicted: 2.2871338598946007 Movie Vector: [1.3550419143621546, 0.46243150017701534] User Vector: [2.1004851504418087, -0.26244436191469905] Predicted: 2.724882879350733 Movie Vector: [1.7310465567313031, -0.36947096794348094] User Vector: [1.5512102024702494, -0.16105547383489527] Predicted: 2.7447224015629677 Movie Vector: [2.225608607976327, -0.25277725045282395] User Vector: [1.7926839325941282, -0.31477643511551334] Predicted: 4.069381113538187 Movie Vector: [1.4035935730263212, -0.9978513705659042] User Vector: [1.9935035884358467, -0.06717489380549081] Predicted: 2.8650993843848913 Movie Vector: [2.020113200598588, -0.043568107824900115] User Vector: [2.0553904370870564, 0.03683380411299485] Predicted: 4.150516575194468 Movie Vector: [2.034880795346895, -0.4600954806157456] User Vector: [1.7886094392953198, 0.21857375931600107] Predicted: 3.539042199555738 Movie Vector: [1.728654396964149, -0.9621979737209883] User Vector: [1.9522874755789106, -0.03955332455042105] Predicted: 3.412888457533866 Movie Vector: [1.6899219324677384, 0.07236173145254479] User Vector: [1.777419743201356, -0.5639087545867241] Predicted: 2.9628951933740035 Movie Vector: [1.3592750544923153, -1.0974303943678358] User Vector: [1.911431562296218, 0.23272660220599772] Predicted: 2.3427599941597084 Movie Vector: [2.075618756643065, -0.47128134025571483] User Vector: [1.7204342265761967, 0.1919346320310819] Predicted: 3.480510339627163 Movie Vector: [2.3128237962162705, -0.4631213324085196] User Vector: [1.6207680232281734, -1.183395282369006] Predicted: 4.296606452205214 Movie Vector: [1.639713916021735, -0.36693748536600285] User Vector: [2.017006738110877, 0.11953693715589722] Predicted: 3.263451434061674 Movie Vector: [1.8459844739835898, -0.26040015168486563] User Vector: [1.78446580508224, -0.34387852707518596] Predicted: 3.383642191147988 Movie Vector: [2.0382643506907066, 0.20115670342083924] User Vector: [1.8536772192218944, -0.8359033871645587] Predicted: 3.6101366238871333 Movie Vector: [2.083023675483878, -0.019497095131124645] User Vector: [1.7847928295791082, -0.18713251691976188] Predicted: 3.721414260331656 Movie Vector: [1.623459488519133, -0.5519276669563342] User Vector: [2.0587730193571048, 0.013390045595115101] Predicted: 3.3349442563567253 Movie Vector: [1.6672600038597634, -0.10185821390341629] User Vector: [1.6751168256769304, -0.22849814595937992] Predicted: 2.816129698271338 Movie Vector: [2.0140415476253093, 0.07545476133255018] User Vector: [1.9985348901714766, -0.0707517777618657] Predicted: 4.019793744679263 Movie Vector: [1.9264752804665923, -0.46938640897588235] User Vector: [1.870271043673739, 0.14768945859780802] Predicted: 3.5337075087950955 Movie Vector: [2.1537991098104405, -0.12956143444152513] User Vector: [2.256692257961462, -1.2544056563923693] Predicted: 5.022984372527269 Movie Vector: [1.9455354003085743, 0.210562108495326] User Vector: [2.193884425268249, 1.0027674810884781] Predicted: 4.479424648693546 Movie Vector: [1.5473578157067942, -0.6511850209224845] User Vector: [1.963625611652289, -0.4521896675357206] Predicted: 3.332890575427383 Movie Vector: [1.6472494302169187, -0.15681663144156038] User Vector: [2.4381069239460254, -0.14987196979406342] Predicted: 4.03967265872863 Movie Vector: [1.565161663300852, -0.1762856586905588] User Vector: [1.9353784667739609, -0.7870618018333665] Predicted: 3.1679278883389586 Movie Vector: [1.606451995088584, 0.8634197978740358] User Vector: [1.7047109787220545, -0.7570439050511765] Predicted: 2.0848896573364 Movie Vector: [1.8603596740405894, -0.6751245822782189] User Vector: [1.830579431576761, -0.7440085204065289] Predicted: 3.9078345961844443 Movie Vector: [2.0342707707876593, 0.04618027744053618] User Vector: [1.9822463893768965, 0.2801020571761324] Predicted: 4.045361081120852 Movie Vector: [1.836793765754836, -0.45422441751339965] User Vector: [1.8990515084249717, 0.24272181793317157] Predicted: 3.3779157951538172 Movie Vector: [2.1661523256996182, -0.5001020601788231] User Vector: [2.0789958229685133, 0.00040899401056849766] Predicted: 4.5032170982957505 Movie Vector: [1.9990451217336944, -0.010879979410043372] User Vector: [1.8812627438419192, -0.24429309563479257] Predicted: 3.7633870146270554 Movie Vector: [1.9885903927339503, -0.29094326214002764] User Vector: [1.7727792565842244, 0.013864890815509092] Predicted: 3.5212979015183437 Movie Vector: [2.1465094518321632, -0.041044256929141196] User Vector: [2.1292316138650063, -0.22732767714658345] Predicted: 4.5797462798889965 Movie Vector: [1.5296096394225527, -0.8612063267396676] User Vector: [2.0115026984251623, -0.7492091995798045] Predicted: 3.7220376199652945 Movie Vector: [1.4296766247733972, -0.9205196019466572] User Vector: [1.7518561775774075, -1.0021256666068623] Predicted: 3.4270641467727705 Movie Vector: [1.9496267161134742, -0.2949685350284338] User Vector: [1.2182566115683202, -0.4953340847492123] Predicted: 2.5212536063235973 Movie Vector: [2.0297021437248697, -0.4748228226430513] User Vector: [1.9792557932158152, -0.054564341576418166] Predicted: 4.043208121152982 Movie Vector: [1.4941018438011526, 0.4620008176161508] User Vector: [1.7457420597362068, -0.14987250564065088] Predicted: 2.5390752101089267 Movie Vector: [2.080022587925649, -0.47621006218786394] User Vector: [2.039761898765802, -0.8094320131721573] Predicted: 4.62821049275254 Movie Vector: [1.529623557830281, 0.3556134988568497] User Vector: [1.8635036793252486, -0.39735756310751497] Predicted: 2.709153414685411 Movie Vector: [1.2968066119951718, -1.302186847217259] User Vector: [2.0928885396704446, -0.8088008036724148] Predicted: 3.767281464974519 Movie Vector: [2.055883009498055, -0.7746002991412098] User Vector: [1.8718407336921132, -0.4504010852796039] Predicted: 4.197166376275096 Movie Vector: [1.9844014606843254, 0.05580997821237427] User Vector: [1.768582354679463, -0.40603283953947117] Predicted: 3.486916724038244 Movie Vector: [2.0705753020120015, -0.060529849437856706] User Vector: [2.0536000654470636, -0.5011665162595503] Predicted: 4.282469109497406 Movie Vector: [2.0245457987881683, 0.14218888090313914] User Vector: [2.0957013028682843, -0.23117001661812064] Predicted: 4.2099734622755856 Movie Vector: [2.0762929875569864, 0.21249180918488614] User Vector: [1.904350349728684, -0.7322215503543936] Predicted: 3.7983981950343937 Movie Vector: [1.5936325535244447, 0.14961563390437127] User Vector: [1.5382247272801721, -0.768715956072578] Predicted: 2.3363530749697397 Movie Vector: [1.633819699409071, -0.37892520643736993] User Vector: [1.9507586639088172, -0.34090745986944015] Predicted: 3.3163663634942115 Movie Vector: [1.9544921010493066, -0.34927229960236156] User Vector: [2.042584709873939, -0.02750184029229042] Predicted: 4.001821312174888 Movie Vector: [1.8653585996234787, -0.43016577139023393] User Vector: [1.688163292131403, -0.4511506356045614] Predicted: 3.343099475724026 Movie Vector: [1.6051360884518087, -0.552046840444646] User Vector: [2.0210267835868048, 0.055398614460809535] Predicted: 3.2134403959847626 Movie Vector: [1.9981099005816176, 0.13255067156193978] User Vector: [2.1240114883375907, -0.05436242418482227] Predicted: 4.236802607963004 Movie Vector: [1.8677732578645305, -0.42468453656164323] User Vector: [2.112717213258554, -0.21862893814949097] Predicted: 4.038925041631382 Movie Vector: [1.9283949142919536, -0.17315692455700082] User Vector: [1.7528191926849814, -0.4451322990195564] Predicted: 3.4572053567662597 Movie Vector: [2.0224677647961844, -0.46184371923326567] User Vector: [1.83743916864808, -0.16215008681996665] Predicted: 3.791049487535572 Movie Vector: [1.6083036957160917, -0.9061975941070054] User Vector: [1.9636873919447109, -0.07409126544540517] Predicted: 3.2253470161867415 Movie Vector: [1.9786228092245923, -0.042298160793559074] User Vector: [1.880606430196445, 0.2472831383549548] Predicted: 3.710551156013448 Movie Vector: [1.640567099954463, -0.6531238022438375] User Vector: [1.8357095294302317, -0.07239166026537991] Predicted: 3.058885375459396 Movie Vector: [1.9141049791340705, 0.3882181533362903] User Vector: [2.0930782063755444, -0.5023205945121816] Predicted: 3.8113614429561324 Movie Vector: [1.2919374849923198, 0.2080368235892091] User Vector: [2.1528970786958332, -0.24507930562080113] Predicted: 2.7304229170288066 Movie Vector: [1.8191686828966012, -0.6012229338887167] User Vector: [2.4363704201645673, -0.14970665623043514] Predicted: 4.522175843380547 Movie Vector: [2.0199213811174066, -0.8009719854432491] User Vector: [1.7863635260182311, -0.1839162171978052] Predicted: 3.755625618296644 Movie Vector: [1.8614151193030704, 0.7550987625500836] User Vector: [2.0691832979095026, -0.59385140917992] Predicted: 3.4031926111277566 Movie Vector: [2.267179392265708, 0.08671770134417119] User Vector: [1.834301085991012, -0.1347473892780247] Predicted: 4.147004637509112 Movie Vector: [1.912626847855071, -0.809612287351832] User Vector: [2.0388029896215256, -0.43862602501224834] Predicted: 4.254586354839522 Movie Vector: [1.4362519875015454, 0.3462854243808499] User Vector: [1.7012644457656476, -0.1535967489568657] Predicted: 2.3902561261005792 Movie Vector: [1.258362947269226, -0.32055597279464537] User Vector: [1.6301578539122321, -0.19248107768892803] Predicted: 2.113031200666209 Movie Vector: [0.600514966013302, -0.5789183756624993] User Vector: [2.10862295675355, -0.7781678691103556] Predicted: 1.716755321987842 Movie Vector: [2.023952849741097, -0.12431267022105388] User Vector: [1.6541051788431638, -0.2175120882732976] Predicted: 3.374870398989739 Movie Vector: [2.1681621547033543, -0.22220165220739396] User Vector: [1.8417078592810303, -0.2751214688068391] Predicted: 4.054253725439466 Movie Vector: [1.9124496456117606, -0.40891234190948994] User Vector: [1.703713218208614, -0.5052551286130816] Predicted: 3.464870798290092 Movie Vector: [1.2367765797639867, -0.30193103444897823] User Vector: [2.033243604100672, 0.10386011236457135] Predicted: 2.483309479342408 Movie Vector: [1.7916324893637927, -0.08488225306936961] User Vector: [1.7641684403879916, -0.3025890598887499] Predicted: 3.1864259356668767 Movie Vector: [1.9182634770383962, -0.16309157242694158] User Vector: [2.0971857539346725, -0.7671419875707428] Predicted: 4.148069229365757 Movie Vector: [1.6827742720922212, -0.45158213397647684] User Vector: [2.002083375870331, -0.14893099845571542] Predicted: 3.436308973596013 Movie Vector: [1.9242659967203364, -0.3262525946362002] User Vector: [2.1551159343184465, -0.6349125117067822] Predicted: 4.354158165710489 Movie Vector: [1.7571068243260572, -0.6810498703637814] User Vector: [1.4758036815884594, -0.08831242983960279] Predicted: 2.653289889178374 Movie Vector: [2.282543657030447, 0.3944608662695159] User Vector: [1.7810738484306854, -0.4829374965524148] Predicted: 3.874878872194172 Movie Vector: [2.1123452245598267, -0.31068398169271794] User Vector: [1.9395319978907801, -0.29696645317291126] Predicted: 4.189223873726494 Movie Vector: [2.0266182320658026, -0.39703081698510057] User Vector: [1.8934340147012247, -0.06821991390871311] Predicted: 3.8643533035608804 Movie Vector: [1.8356729044153381, -0.7447070664322998] User Vector: [1.6960526180180167, -0.1325332595390992] Predicted: 3.212096290274444 Movie Vector: [1.724469123027003, -0.5906133603368652] User Vector: [1.6446148361923463, -0.363260338422912] Predicted: 3.0506339134388765 Movie Vector: [1.9133654398254882, 0.22450345696755952] User Vector: [2.1645325961741637, -0.05167433377767895] Predicted: 4.1299407963258 Movie Vector: [1.984560677922493, -0.04864478250787323] User Vector: [1.8531533945838818, -0.2104008190900476] Predicted: 3.6879302591338714 Movie Vector: [1.83924660492626, 0.7614610812075919] User Vector: [2.0273802702202746, 0.06941014647955986] Predicted: 3.7817054040822264 Movie Vector: [1.703876115838971, -0.6139322879077518] User Vector: [1.7102075318383436, -0.6804805882551559] Predicted: 3.331750771051571 Movie Vector: [1.9408783439374155, 0.06611207095326353] User Vector: [2.11261648663122, -0.2488790295138878] Predicted: 4.083877679889682 Movie Vector: [1.8972011886423972, 0.1656945386071297] User Vector: [1.5663054086006105, -0.2012740919539062] Predicted: 2.9382464651742226 Movie Vector: [1.6479043571600034, 0.8450112474230568] User Vector: [2.1813928705712424, 0.3101924125231052] Predicted: 3.856842893539434 Movie Vector: [1.020256320436108, -0.510885817862458] User Vector: [1.952710006113595, 0.444199412142347] Predicted: 1.7653295457498601 Movie Vector: [1.965738618181774, -0.18045778525220135] User Vector: [1.8172033832363579, -0.16723730318870628] Predicted: 3.6023261408632674 Movie Vector: [1.8723469795412249, -0.8871252856793413] User Vector: [2.2032283907546435, -0.5219105014319464] Predicted: 4.588208025350794 Movie Vector: [2.051301254259367, 0.1870770059624093] User Vector: [1.7104363066729182, -0.6611427717394416] Predicted: 3.384935530958213 Movie Vector: [1.9994830501363083, -0.5342713992267032] User Vector: [1.5246681643570288, 0.07522819771721692] Predicted: 3.0083558772586376 Movie Vector: [1.9062223740037152, -0.27814407100093463] User Vector: [2.1017975684351535, -0.06897970195588093] Predicted: 4.025679845696135 Movie Vector: [2.1252038281783867, -0.08335510323986288] User Vector: [1.9244385545767608, -1.4025096498768523] Predicted: 4.206730519941002 Movie Vector: [1.6211696774642415, -1.0764420721407186] User Vector: [2.046119399044418, -0.360272550184055] Predicted: 3.704919256657712 Movie Vector:
avg loss: 0.930579811577262: 86%|███████████████████████████████████████▌ | 60277/70000 [01:25<00:13, 710.55it/s]
[1.8978354239335635, -0.46715570249525973] User Vector: [1.6717784524891282, -0.10421589231280992] Predicted: 3.2214454164872626 Movie Vector: [1.8510064949746359, 0.7618636971858724] User Vector: [2.0374664851182707, -0.9956304053732995] Predicted: 3.0128290355786906 Movie Vector: [1.500832701620143, 0.011854687402362368] User Vector: [1.9226176664477803, -0.5272087212595417] Predicted: 2.879277571931106 Movie Vector: [1.8667534104818209, -0.32905199416524705] User Vector: [1.619918264471229, -0.696263701195218] Predicted: 3.253094904246621 Movie Vector: [2.0456334205569426, 0.4917739695208237] User Vector: [1.905696266272607, -0.40482433795511413] Predicted: 3.6992739000830013 Movie Vector: [1.8467189805439095, -0.3034066910669742] User Vector: [2.0668649467957985, 1.1762271702494727] Predicted: 3.4600435338002153 Movie Vector: [1.9198043962051712, 0.16439631972493274] User Vector: [2.0492407399567236, -0.6019412762257322] Predicted: 3.8351844509496162 Movie Vector: [2.0978892826691706, -0.38965205931835806] User Vector: [1.526616599378695, -0.41644781518484353] Predicted: 3.3649423513668246 Movie Vector: [1.9659189003527386, -0.12042282699437157] User Vector: [1.8856886009679754, -0.13278186013119433] Predicted: 3.723100827793226 Movie Vector: [1.9615188780114055, 0.06106338357068246] User Vector: [2.3135967236780846, -0.5026169252004952] Predicted: 4.507472159507265 Movie Vector: [2.078988524140185, -0.8070532815216825] User Vector: [1.7546692942164717, 0.44945875087122883] Predicted: 3.285200166537941 Movie Vector: [1.6874133643501523, -0.46067998718954734] User Vector: [2.2461023518225405, 0.37616418663384443] Predicted: 3.6168118134840164 Movie Vector: [1.8261142347109056, -0.7439601310841109] User Vector: [2.0302672134002635, -0.5776816414522532] Predicted: 4.137271968356767 Movie Vector: [1.6213716145219363, 0.04468971094483412] User Vector: [1.631321267242668, -0.4098719364956662] Predicted: 2.6266609385068254 Movie Vector: [2.0411842572724055, 0.13144821686112002] User Vector: [1.9885559840329292, 0.24113282131189134] Predicted: 4.090705648700991 Movie Vector: [1.7415688019559323, -0.37056344734295943] User Vector: [2.339268051786953, -0.5018177597309944] Predicted: 4.25995157738823 Movie Vector: [2.0186905212662696, -0.5154437638002135] User Vector: [1.8323249846371565, 0.08197348100082157] Predicted: 3.656644358787522 Movie Vector: [2.038448574626234, 0.24158685775966807] User Vector: [1.635436462949678, -0.14030022451444896] Predicted: 3.2998584364081194 Movie Vector: [1.6856719409780625, 0.053154133250468326] User Vector: [1.9848013822079544, -0.1756842264591973] Predicted: 3.3363856556192064 Movie Vector: [1.5903374606185827, -0.430332324494928] User Vector: [1.891123808081727, -0.4346241951846533] Predicted: 3.1945578748555867 Movie Vector: [1.6605895845051994, -0.3914547156337644] User Vector: [1.8368852403366247, -0.08346050834145499] Predicted: 3.082983507593783 Movie Vector: [2.049461581173454, 0.13658363781235552] User Vector: [1.6414177308961206, 0.3718799869220315] Predicted: 3.4148152995719285 Movie Vector: [2.2005695378139234, 0.018548918575122662] User Vector: [2.0673478699028958, 0.461532257682027] Predicted: 4.557903670840351 Movie Vector: [2.300049807891266, -0.4537944717448088] User Vector: [2.1395749981082655, 0.4597035394064139] Predicted: 4.712518138543719 Movie Vector: [2.2289260752677937, -0.3666705882298241] User Vector: [2.3858969754756427, -0.8130483790727668] Predicted: 5.61610890895414 Movie Vector: [1.2099212361529288, -0.6872417704202787] User Vector: [2.027325331280097, -0.037007871963735575] Predicted: 2.4783373263544055 Movie Vector: [1.9570673306141166, -0.6674798904957625] User Vector: [1.7404628373366597, -0.6913820315897161] Predicted: 3.86768656183577 Movie Vector: [1.4307410569946406, -0.8175673904630073] User Vector: [1.7906723827699536, 0.24920571034852848] Predicted: 2.3582460353572685 Movie Vector: [1.9891462451468334, -0.7490106167057677] User Vector: [2.011524212679947, -0.19562020174476158] Predicted: 4.147737442623208 Movie Vector: [1.631338213370463, 0.1374873613865496] User Vector: [1.6849927829131985, 0.11518416447132085] Predicted: 2.764629482866418 Movie Vector: [2.2911551897855285, 0.04469920865328997] User Vector: [1.4919915525286926, -0.094586804995786] Predicted: 3.414156233359927 Movie Vector: [2.174903089537414, -0.12462458939877868] User Vector: [1.7741920218829066, 0.7015391566360747] Predicted: 3.7712666804828285 Movie Vector: [2.266600248483596, -0.33262211713019785] User Vector: [2.0434040415898065, -0.5576627094322355] Predicted: 4.817071059475753 Movie Vector: [1.8524449394395122, -0.10669943765223404] User Vector: [2.1777162967803276, 0.09878629973481076] Predicted: 4.0235590908762235 Movie Vector: [1.6968134383579179, -0.23371782785679798] User Vector: [1.6229030662141917, -0.03261559621240703] Predicted: 2.7613865782055282 Movie Vector: [1.558088048843238, -0.003845531586330053] User Vector: [1.697121065272554, 0.7500985877721278] Predicted: 2.641379521429132 Movie Vector: [2.2154348388970906, 0.20201726704646225] User Vector: [1.9614691159451523, 0.16014714261668397] Predicted: 4.3778595029622895 Movie Vector: [1.9631865182483668, -0.6699106786099865] User Vector: [2.0338491523554536, 0.2812734990241246] Predicted: 3.8043971154488383 Movie Vector: [2.3589364782792424, -0.07829168090827451] User Vector: [1.7473435715597556, -0.6937287836170576] Predicted: 4.176185683602875 Movie Vector: [0.9181033067166461, -1.0954244464175293] User Vector: [2.110391083928836, -0.25906379070541957] Predicted: 2.221341842140702 Movie Vector: [2.1472639344847915, 0.40933591135746117] User Vector: [1.5543823967600303, -0.3028930199101079] Predicted: 3.213684270612125 Movie Vector: [1.9047881785018308, -0.27809700158770845] User Vector: [1.782985260462846, -0.3587113234429556] Predicted: 3.4959657900576815 Movie Vector: [2.035408037420124, -0.5146958653628136] User Vector: [1.9609433077438265, 0.5258405462510948] Predicted: 3.7206718145114266 Movie Vector: [1.6955048124245038, -0.4878416168704] User Vector: [1.8971911680931053, -0.9851814227989523] Predicted: 3.697309253800048 Movie Vector: [1.7376550193060936, -0.16103091488282417] User Vector: [1.6932054044357439, -0.3635304387335324] Predicted: 3.0007465088709893 Movie Vector: [1.4147557126408599, -0.7332371453514839] User Vector: [2.0691707378039945, -0.3770191269734212] Predicted: 3.203815550142404 Movie Vector: [1.5795678470012744, -0.4112789701109915] User Vector: [2.060982345676126, -0.5657922555738434] Predicted: 3.48815990263646 Movie Vector: [1.459640214558644, -0.26278900736999383] User Vector: [1.994002410340977, -1.2853506413539966] Predicted: 3.2483021252243587 Movie Vector: [1.4186100363162677, 0.3478782081212371] User Vector: [2.07717663978188, -0.3565099972131991] Predicted: 2.8226815693884406 Movie Vector: [1.7655237274983437, -0.4498748875999252] User Vector: [1.6408539343099782, -0.6352179695450892] Predicted: 3.182735167033825 Movie Vector: [1.806506092675989, 0.08769353977882184] User Vector: [1.95839082806636, -1.000405266527339] Predicted: 3.4501158837074968 Movie Vector: [1.443467495923088, -0.6759276979143823] User Vector: [2.0984385972905883, -0.271303596195814] Predicted: 3.2124095225919325 Movie Vector: [2.4163544362578064, -0.34072070455938985] User Vector: [1.8855563465973182, -0.34764571049045695] Predicted: 4.67462253432985 Movie Vector: [1.5513855409967328, -0.8254005796482358] User Vector: [2.04915642862208, -1.109141842406914] Predicted: 4.094517974239578 Movie Vector: [2.302725263547713, -0.08053631756358759] User Vector: [1.8603016346248102, -0.7367295803967745] Predicted: 4.343097059314981 Movie Vector: [1.257094679800668, -0.7468829357485484] User Vector: [1.9572041452571667, -0.7580098046568364] Predicted: 3.0265355065148793 Movie Vector: [1.529984044073409, -0.056856663926194845] User Vector: [1.9675567502069127, -0.028956157988606186] Predicted: 3.0119767841688585 Movie Vector: [1.9892525480007148, 0.17076173002174033] User Vector: [2.203497063944767, -0.05307450162354409] Predicted: 4.374249055246944 Movie Vector: [2.1112338697443387, -0.28019354588690665] User Vector: [1.7439617975933417, -0.6580852742354598] Predicted: 3.866302461103275 Movie Vector: [1.86043816455065, -0.20188226765046144] User Vector: [1.940879457133016, -0.46430254676716964] Predicted: 3.7046206658598506 Movie Vector: [1.456308290549627, -0.705982195534025] User Vector: [1.5629523224847846, -0.163561687449202] Predicted: 2.3916120641790237 Movie Vector: [1.8202332064422675, -0.36707227168114664] User Vector: [2.028352302236775, -0.8687285554857431] Predicted: 4.010960379231433 Movie Vector: [1.8879982470648544, -0.46654246922641057] User Vector: [2.100989474706353, 0.03585036230036745] Predicted: 3.9499387287970293 Movie Vector: [1.7581219621761661, -0.27299291820786764] User Vector: [2.057648498371922, -0.6012213046789814] Predicted: 3.781726173879542 Movie Vector: [2.1567105524738257, 0.0077611605002495514] User Vector: [1.8163408582393399, -0.7307332180907484] Predicted: 3.9116501580656835 Movie Vector: [1.4844335065441918, -0.44754177025367076] User Vector: [2.4636242462975027, 0.5199745266103168] Predicted: 3.424376058612698 Movie Vector: [2.2509674772971633, 0.22108532087612795] User Vector: [2.0055280115532685, 0.1221056627226546] Predicted: 4.541374098438688 Movie Vector: [1.4786076175883045, -0.18308784033184428] User Vector: [1.937023953983518, -0.3377220240495123] Predicted: 2.925931169826771 Movie Vector: [1.930080467944954, 0.07003245073057353] User Vector: [1.1184657080849096, -0.0123202484110413] Predicted: 2.157866000051072 Movie Vector: [1.7690669539203832, -0.20133119177237557] User Vector: [2.003164980108279, 0.060023732869732914] Predicted: 3.531648319886848 Movie Vector: [1.812979538436522, 0.6740752482458673] User Vector: [1.5361752037257752, 0.1145600800034741] Predicted: 2.8622763261757944 Movie Vector: [2.0490974120651417, -0.10335823151289047] User Vector: [1.9781648790415953, -0.31070114466385645] Predicted: 4.085566055123774 Movie Vector: [2.140844513468271, -0.5638201427279231] User Vector: [2.2001507520234496, -0.3973376550070495] Predicted: 4.934207639629745 Movie Vector: [1.8367876220904082, -0.25308350233276394] User Vector: [1.9735239429581568, -0.8254324271959576] Predicted: 3.8338476799383865 Movie Vector: [1.9106002270382632, -0.47520724768082145] User Vector: [2.080868635708615, -0.5976555000955507] Predicted: 4.2597183130833915 Movie Vector: [2.0334576665371364, 0.8997890423914897] User Vector: [2.1918339059296605, -0.2599236901744942] Predicted: 4.2231249715117345 Movie Vector: [1.482249954829441, -0.7625355847015257] User Vector: [1.766110581299848, -0.4409865333100142] Predicted: 2.954085253378548 Movie Vector: [2.097163622910279, -0.11090776739206043] User Vector: [1.8833303001452557, 0.02156359052852868] Predicted: 3.947260225706852 Movie Vector: [2.364808496481125, -0.10874202349712296] User Vector: [1.8742152320316003, -0.43728797347649456] Predicted: 4.479711684029462 Movie Vector: [2.170425553409498, 0.008512488074009372] User Vector: [2.020053873467163, -0.5755446977282683] Predicted: 4.3794772288614965 Movie Vector: [2.0953821150557363, -0.1337055001699212] User Vector: [1.869202366358356, -0.43214539231240207] Predicted: 3.9744734237124155 Movie Vector: [2.0303541937226552, 0.24329736834371465] User Vector: [2.210315473451315, -0.8298469284875739] Predicted: 4.285823717142812 Movie Vector: [1.9978565074558667, -0.5247655685260777] User Vector: [2.012564340518222, -0.6917970947824992] Predicted: 4.3838460601261815 Movie Vector: [1.3384369544386865, -0.7945595859802219] User Vector: [1.7362904862797872, -1.080612405513788] Predicted: 3.1825262960073117 Movie Vector: [1.5048974599753435, -0.6775696614865323] User Vector: [1.9523918923944539, -0.13686778601652191] Predicted: 3.0308870591804937 Movie Vector: [1.8438594541568885, -0.29619562460190485] User Vector: [2.140915127337828, -1.2474411019681444] Predicted: 4.317033194440896 Movie Vector: [1.6593795870322166, -0.21460133187287664] User Vector: [1.8414181568454555, -0.5167491803817669] Predicted: 3.166506763013982 Movie Vector: [2.037751984613946, -0.7750030218342071] User Vector: [1.9154008678500871, -0.1426305180117669] Predicted: 4.013651002257687 Movie Vector: [2.100859598064593, -0.08052731466176367] User Vector: [1.8924381939674582, -0.2832254331756748] Predicted: 3.9985543271181108 Movie Vector: [1.5654412760901921, -0.1550538659738084] User Vector: [2.214190895502414, -0.35759361633609654] Predicted: 3.5216320936230505 Movie Vector: [1.9036256321149039, -0.26435766964138696] User Vector: [1.5636625571784164, -0.2600460335849015] Predicted: 3.0453732872611603 Movie Vector: [1.935507505265005, -0.513593958912076] User Vector: [2.0251811320328037, 0.05751815325027111] Predicted: 3.8902123045334527 Movie Vector: [1.1189350705889916, -0.7878277632855692] User Vector: [1.7982713118112055, -0.12671838223758822] Predicted: 2.1119810968650343 Movie Vector: [1.8838299135876455, -0.1667458069634609] User Vector: [2.0858755356933902, -0.623173043388176] Predicted: 4.0333462221575 Movie Vector: [1.798964932157223, -0.5220771026893735] User Vector: [2.0901202026089494, -0.368359632696213] Predicted: 3.9523650782726105 Movie Vector: [1.2646920514013162, -0.3005050842996131] User Vector: [1.9968617601908394, -0.03603496816138278] Predicted: 2.536243887005666 Movie Vector: [1.935098041425321, 0.12423015883787436] User Vector: [1.9317209891244398, 0.5459718221987933] Predicted: 3.8058956688276466 Movie Vector: [2.1104807308389373, -0.17334629771559099] User Vector: [1.9673790972504555, -0.42017612951584005] Predicted: 4.224951651442428 Movie Vector: [2.185686474651654, -0.1203606952963256] User Vector: [2.1004968268245223, -0.06878990585872286] Predicted: 4.5993071053376005 Movie Vector: [1.89584000954944, -0.387454708481589] User Vector: [2.2674489558417843, -0.9079276764236767] Predicted: 4.650501303287059 Movie Vector: [1.8226923389296505, 0.0994500361268882] User Vector: [2.1145624805870744, -0.610058640441805] Predicted: 3.7935264797226806 Movie Vector: [1.9018540007700886, 0.6414684164340819] User Vector: [2.0197411021207667, -0.3012346639530918] Predicted: 3.6480201727271258 Movie Vector: [1.1791022742957433, -0.8683200719089518] User Vector: [2.050223960740911, 0.09971474227139056] Predicted: 2.330839422745759 Movie Vector: [1.7126875266415211, -0.433450973376722] User Vector: [1.836354712206569, -0.9875475083836739] Predicted: 3.573155238850231 Movie Vector: [1.686708459560253, -0.4648805048977308] User Vector: [2.285055426443181, -0.9115259283330638] Predicted: 4.277972952136623 Movie Vector: [1.7842543572980647, -0.34536254486187384] User Vector: [1.7356322503281405, -0.9916796379072786] Predicted: 3.439298408750389 Movie Vector: [1.606641455248998, -0.17370729507201643] User Vector: [1.5421901696054323, -0.30521724113585214] Predicted: 2.530765119732623 Movie Vector: [2.2065003904118776, 0.05556383275880971] User Vector: [1.4972266619996148, -0.6038795596257297] Predicted: 3.270077351379715 Movie Vector: [1.6623630532280884, -0.4340083673715016] User Vector: [1.346669502650532, -0.5147622973645964] Predicted: 2.4620647703789014 Movie Vector: [1.7384115366876034, -0.14845668253090746] User Vector: [1.9942936190851175, -0.050755404419885415] Predicted: 3.474438013920732 Movie Vector: [1.7502272319130738, -0.2347912885945559] User Vector: [1.910455533348729, -0.09052570286005762] Predicted: 3.3649859462514016 Movie Vector: [2.2096312940534597, 0.06770587739307035] User Vector: [1.9674486422688555, -0.3255145813901921] Predicted: 4.325296839062993 Movie Vector: [1.941948152682982, -0.361371754157885] User Vector: [2.358083926686096, -0.4211501076773026] Predicted: 4.731468478474626 Movie Vector: [0.9389934312529051, -0.7312464179911282] User Vector: [1.695195624224676, 0.11604404853402696] Predicted: 1.506920761015943 Movie Vector: [1.5552323445935852, 0.3405791150330816] User Vector: [1.7490858711863213, 0.18542910907356702] Predicted: 2.783388202210264 Movie Vector: [1.2199248995332543, -0.7718185569244123] User Vector: [1.9004962977081352, -0.738135362580904] Predicted: 2.88816932540699 Movie Vector: [1.9588932751228862, -0.365384440891895] User Vector: [2.027091938242525, -0.6228950031389294] Predicted: 4.198452908335372 Movie Vector: [2.1275913648144935, -0.10759377915621066] User Vector: [1.618827555207773, 0.37037449474658507] Predicted: 3.4043535359909587 Movie Vector: [2.1383576346114292, -0.30774815442123193] User Vector: [1.943754065165561, -0.2915585694634407] Predicted: 4.246167956711847 Movie Vector: [2.030807163381557, -0.5360919979880548] User Vector: [2.003970583204563, -0.7228821733132501] Predicted: 4.457209164179191 Movie Vector: [2.161580742037919, -0.24542440312670627] User Vector: [1.793690219706711, -0.7718118990970153] Predicted: 4.066627710761765 Movie Vector: [1.783082755715113, 0.09965888873750825] User Vector: [1.8507428371916175, 0.07727074566730753] Predicted: 3.3077283549047585 Movie Vector: [2.125643175295176, -0.3058410152228209] User Vector: [2.07727409103281, -0.18745719886355042] Predicted: 4.472875594832636 Movie Vector: [1.8721493758349563, -0.891914968270947] User Vector: [2.1789448030576444, -0.6704424454296711] Predicted: 4.677287805466092 Movie Vector: [2.3163939836382546, -0.4502828044995782] User Vector: [2.0015977932632705, -0.03667094881583219] Predicted: 4.6530013836551 Movie Vector: [1.9886224535354167, -0.42673348110700765] User Vector: [1.7651700241723787, 0.620036321405669] Predicted: 3.245666486530622 Movie Vector: [2.108704185245837, 0.1490694090569396] User Vector: [2.08117647130492, -0.35048606716207575] Predicted: 4.336338784361306 Movie Vector: [0.9335400054747035, -1.6757619847001564] User Vector: [2.0457975145527225, -0.12585927799821156] Predicted: 2.120744016426895 Movie Vector: [1.1307479056947554, -1.4685907551529813] User Vector: [2.0409444074244325, -0.4506829246404029] Predicted: 2.9696623909668043 Movie Vector: [2.044420732974336, -1.4952090230444086] User Vector: [2.104991253365965, -0.2526210447074394] Predicted: 4.681209026568482 Movie Vector: [2.1028141472841595, -0.22389017260167668] User Vector: [1.7027664573084813, -0.33797021324447296] Predicted: 3.656269605326734 Movie Vector: [1.8263933063633888, -0.8608032527719996] User Vector: [2.082257959573116, 0.042372609387057315] Predicted: 3.7665475194974105 Movie Vector: [2.0298676423782545, -0.32759389933458516] User Vector: [1.8050303461670911, 0.6114827953542008] Predicted: 3.4636546598893028 Movie Vector: [2.011868849015086, 0.4205215505862292] User Vector: [1.9804910996137222, 0.534783394672366] Predicted: 4.209376291419872 Movie Vector: [1.702597726086008, -0.861873448607007] User Vector: [1.745233394130056, 0.01789502347136393] Predicted: 2.956007162743031 Movie Vector: [2.112316180900143, -0.7985163982319543] User Vector: [1.3262589954819641, -0.5094335390790626] Predicted: 3.208269370984893 Movie Vector: [1.6976868356433736, -0.23454856833309956] User Vector: [1.9911449847199705, -0.15431609751077272] Predicted: 3.416535248158323 Movie Vector: [2.0464481701478854, -0.5954848913813421] User Vector: [1.926572031893622, 0.02842769685029225] Predicted: 3.925701545355678 Movie Vector: [1.25571464966615, -0.7463484609083937] User Vector: [1.7252809472440194, 0.4524009443268132] Predicted: 1.8288118117323864 Movie Vector: [1.6300957489937935, -0.2995323644802822] User Vector: [1.8706236503462217, -0.4322360838789262] Predicted: 3.1787643566145807 Movie Vector: [1.9310908926435397, 0.09912416544686492] User Vector: [1.5815027719767492, -0.503516240303694] Predicted: 3.0041149725457665 Movie Vector: [1.5444666592219995, -0.866740008559135] User Vector: [1.9682111913488693, 0.22639282679462747] Predicted: 2.8436128427122376 Movie Vector: [1.7699669373372418, -0.44685439388512443] User Vector: [2.197637362397671, -0.42677523818845997] Predicted: 4.080451862086783 Movie Vector: [2.055161698679292, -0.3322006165515615] User Vector: [1.8270652053304297, 0.30820585611138157] Predicted: 3.652528255559713 Movie Vector: [1.7605171773350488, -1.0328603478557457] User Vector: [1.9869926512470557, -0.3122802525808848] Predicted: 3.8206765840681243 Movie Vector: [1.3581922225711434, 0.03165467609148685] User Vector: [1.7623317279177773, -1.3254115582764139] Predicted: 2.3516297728831366 Movie Vector: [1.651971198771808, -0.4875872267422653] User Vector: [2.308121788390174, 0.3592322872859431] Predicted: 3.637793642964211 Movie Vector: [1.874618272418825, -0.3713685975256342] User Vector: [1.7813740634624946, -0.3379417518876044] Predicted: 3.4648973238236196 Movie Vector: [1.8562328330224878, -0.3864885315045043] User Vector: [1.4470615744134947, -1.158127508338394] Predicted: 3.1336862058242194 Movie Vector: [1.70617503835271, -0.0023588106563632626] User Vector: [1.8530881300734872, 0.21353952225860381] Predicted: 3.161189012098425 Movie Vector: [1.672489276507092, 1.236797985848485] User Vector: [2.192842355280712, 0.1786025318691666] Predicted: 3.888400575960771 Movie Vector: [1.7355173955105543, -0.4745842337895261] User Vector: [1.8366746117331076, -0.43112104095293713] Predicted: 3.392183987446594 Movie Vector: [1.6212100333307153, -0.2974791845475043] User Vector: [1.9633365945140024, -0.5433380629888941] Predicted: 3.344612749743016 Movie Vector: [1.8277933449705281, -0.25689459913629326] User Vector: [1.5276581254266925, -0.09389096929202265] Predicted: 2.816363437963853 Movie Vector: [2.124646951932017, 1.0591451735884247] User Vector: [1.8457803733966678, 0.21354962533357322] Predicted: 4.147811699266841 Movie Vector: [1.0366294901702857, -0.7959340318920928] User Vector: [1.7949418451987962, -0.12437414770322179] Predicted: 1.959683266718308 Movie Vector: [1.9952287483480193, -0.5118977868721472] User Vector: [1.9201574583082777, 0.11487071501779209] Predicted: 3.77235129737751 Movie Vector:
avg loss: 0.9304409518877697: 86%|██████████████████████████████████████▊ | 60444/70000 [01:25<00:12, 765.73it/s]
[1.8962396365253869, -0.4710826788554002] User Vector: [2.1333340290694363, 0.24502301235426346] Predicted: 3.9298864468288004 Movie Vector: [0.9813372697575209, -1.678702514801563] User Vector: [1.9876023369940625, -0.8823059330225985] Predicted: 3.4316374393387967 Movie Vector: [1.7932152736615679, -0.10938623368961653] User Vector: [2.0072051981430006, 0.9245741336925946] Predicted: 3.4982153364314494 Movie Vector: [1.911881886521856, -0.24054849357185523] User Vector: [1.9714587576670946, 0.1548378286360559] Predicted: 3.731950282382259 Movie Vector: [2.2626126393897104, 0.4026090297823121] User Vector: [1.585030263079417, -0.10974519450923144] Predicted: 3.5421251007740544 Movie Vector: [1.7746588894122481, -0.7117237153409348] User Vector: [1.7523045527733465, -0.01756806018852143] Predicted: 3.122246456605481 Movie Vector: [1.781789618153258, -0.18796910113942816] User Vector: [2.0109691131262135, -1.9174117498755816] Predicted: 3.9435380513334426 Movie Vector: [2.145744278389479, 0.04574533200039188] User Vector: [2.2092899367443812, 0.23864000325227858] Predicted: 4.75148790725006 Movie Vector: [1.765268892130841, -0.44594204619924677] User Vector: [2.043202540503465, -0.25659978309188813] Predicted: 3.7212305173997513 Movie Vector: [1.4408257381817373, -1.4016237730780376] User Vector: [1.3145691332691312, -0.505014434233669] Predicted: 2.6019052786028882 Movie Vector: [1.5169410376625778, -0.967423386043847] User Vector: [2.1245625448640535, -0.6095130153067365] Predicted: 3.8124932564909626 Movie Vector: [1.8748846053870072, -0.7722578165733712] User Vector: [2.159928329175829, -0.345625993261137] Predicted: 4.31652874801789 Movie Vector: [1.658937177531374, -0.11247194191165845] User Vector: [1.833142525654817, -0.07136971409431528] Predicted: 3.049095377860404 Movie Vector: [1.8812905228347074, -0.27336960683629435] User Vector: [1.985040329117193, -0.30365982383090073] Predicted: 3.8174489252654955 Movie Vector: [1.7539701862178172, 0.9776988884389806] User Vector: [1.4063818528914067, -0.5943291147556364] Predicted: 1.8856769255457904 Movie Vector: [1.4933892253164263, -0.6219368100262147] User Vector: [1.4403996759531565, -0.8472501414040033] Predicted: 2.678013406456781 Movie Vector: [1.9301874013880131, -0.44052136751079113] User Vector: [1.5548678616967717, -1.1967421123535804] Predicted: 3.52837682936198 Movie Vector: [1.700162623937609, -0.22604609840566894] User Vector: [1.81796731660841, 0.45732251966558896] Predicted: 2.9874641119543126 Movie Vector: [1.9134063607213259, 0.47183175682630785] User Vector: [2.1694925888145975, 0.29972509329052816] Predicted: 4.292540736307826 Movie Vector: [2.2661729047172012, -0.2785134882797036] User Vector: [2.153534376002437, -0.4900588937245082] Predicted: 5.016769264227493 Movie Vector: [2.1460136520494597, -0.42356770923206966] User Vector: [2.127064002986269, 0.060879256391224594] Predicted: 4.538921902022123 Movie Vector: [1.4528928336545597, -0.32838065821253] User Vector: [2.0228004415085388, -0.7555700955695526] Predicted: 3.187026870689869 Movie Vector: [2.2928745174777503, 0.5861716889771121] User Vector: [1.8030305682458982, 0.15158273915701917] Predicted: 4.222976354395895 Movie Vector: [1.9749058464426106, -0.6705851590868784] User Vector: [1.9688089512733022, -0.16294281624820162] Predicted: 3.997479342754054 Movie Vector: [1.7007967510045094, 0.38105292861581064] User Vector: [2.0150820789537267, -0.45735542859838113] Predicted: 3.2529684274061585 Movie Vector: [1.8463025941522815, 0.09565437528060121] User Vector: [1.4306646335628272, -0.15974876515296457] Predicted: 2.6261591559764166 Movie Vector: [1.9506855578630427, -0.044798715027376056] User Vector: [1.6431065687829878, -0.03903807183435447] Predicted: 3.2069331092101976 Movie Vector: [2.312426103554157, -0.08330932252658861] User Vector: [1.686385700607151, -0.946091953688947] Predicted: 3.9784605944541247 Movie Vector: [2.2706561831844088, 0.01527923283436407] User Vector: [1.6976260560788978, 0.46883794732201206] Predicted: 3.8618885851292295 Movie Vector: [2.0029306539125082, -0.38053836381796363] User Vector: [1.9168292823078232, -0.10677511501666932] Predicted: 3.879908155416371 Movie Vector: [1.5988235683888612, 1.077340574046241] User Vector: [1.5307353583035581, 0.07310017610252571] Predicted: 2.526129553507073 Movie Vector: [1.4475913219582874, -0.6707666209130753] User Vector: [1.7914448142417496, -0.20254047401362046] Predicted: 2.729137356215782 Movie Vector: [2.072877047949156, -0.4615112921875521] User Vector: [2.1532016910600933, -0.2277860184812404] Predicted: 4.568448184735312 Movie Vector: [1.9749333225515346, -0.3457342634497353] User Vector: [1.7685683209270684, -0.7289028841297773] Predicted: 3.74481121197888 Movie Vector: [1.9269729649474743, -0.6549194863635611] User Vector: [1.6784321537348936, 0.4256542823469225] Predicted: 2.955524099782606 Movie Vector: [1.9309179659807074, 0.0991792215521468] User Vector: [1.9854297935502794, -0.45823456195931556] Predicted: 3.7882547114161875 Movie Vector: [1.20111648017819, -0.8707348616334935] User Vector: [1.7108628330404954, -0.4918591628388104] Predicted: 2.4832244641869035 Movie Vector: [1.7853633547520023, -0.599145711723559] User Vector: [1.8628804747873804, -0.43081326458431896] Predicted: 3.584038453997722 Movie Vector: [1.1985239561970027, -1.264205325750695] User Vector: [1.834798427300921, -0.7680517581109019] Predicted: 3.170024992968725 Movie Vector: [1.6610606950303866, -0.8139022668905105] User Vector: [2.056717536883967, -0.2507831134784737] Predicted: 3.620445605855657 Movie Vector: [1.752895872273702, -0.02054541531912979] User Vector: [2.3348357061119245, 0.38134280621744193] Predicted: 4.084889025348147 Movie Vector: [2.032490974275765, -0.06213105670868861] User Vector: [2.0676084015260665, -0.16501116760998658] Predicted: 4.212647732650815 Movie Vector: [1.7030369361256783, -0.36366009316058945] User Vector: [2.1496301709189916, -0.2504472481597964] Predicted: 3.751977249682802 Movie Vector: [1.1841531134651, -0.6867713854403925] User Vector: [1.0590831669717986, -0.014474927945821614] Predicted: 1.2640575959076354 Movie Vector: [2.0710888591906933, -0.26504479646140955] User Vector: [2.1743771717628575, -1.2528164092490675] Predicted: 4.835380806309555 Movie Vector: [1.7335261029989846, -0.3112418679010987] User Vector: [1.9295450196910198, -0.28897438451863755] Predicted: 3.4348575857592234 Movie Vector: [1.489203075528942, -0.275559122834454] User Vector: [2.1797777633768742, -0.2652584385398144] Predicted: 3.319226131838908 Movie Vector: [1.5775652718811592, -1.1027098008882] User Vector: [2.153356512174974, 0.05568979365114022] Predicted: 3.335650770317824 Movie Vector: [1.9750377153571548, -0.6705960728387168] User Vector: [2.1924925737229444, -0.35544444042740114] Predicted: 4.568615169606263 Movie Vector: [2.2818971870155766, 0.4012737956990767] User Vector: [2.0676831097107367, -0.5943759770273531] Predicted: 4.479732767314436 Movie Vector: [1.530280848068098, -0.34252093773283243] User Vector: [2.3679175545726823, 0.3415832799512301] Predicted: 3.5065794582040692 Movie Vector: [1.918467545739114, -0.05290923469913928] User Vector: [1.74653985916705, -0.015256140317185266] Predicted: 3.3514872278603933 Movie Vector: [1.7561627927769514, -0.3878510501453088] User Vector: [2.545607383490984, 0.8438490944336102] Predicted: 4.14321321446491 Movie Vector: [0.8232366659781759, -0.8654610303473398] User Vector: [1.893039017610602, -0.058978848883975435] Predicted: 1.609463024748179 Movie Vector: [1.5351031747682542, -0.576620393345916] User Vector: [2.0625766939878685, -0.16418494068644726] Predicted: 3.2609404162238818 Movie Vector: [2.129284401385848, 0.017537677281294694] User Vector: [2.106118574304548, -0.058785287798773005] Predicted: 4.483494470329371 Movie Vector: [1.6872377971376957, 0.6619648423498244] User Vector: [1.8896345895055342, -0.32789890167477076] Predicted: 2.971205357438691 Movie Vector: [2.306725808296821, -0.20030983898528112] User Vector: [1.5277679234005872, -1.190557167892173] Predicted: 3.7626220125994285 Movie Vector: [2.340918019507348, -0.10316794743440441] User Vector: [1.9723259142881309, -0.13670580281541309] Predicted: 4.631156930177229 Movie Vector: [2.230839569146497, 0.36333965631408993] User Vector: [1.9124924274596147, 0.10361213137912009] Predicted: 4.304110179075205 Movie Vector: [1.87027774847968, -0.25918109439460185] User Vector: [2.1368668388805316, 0.24414535666263] Predicted: 3.933256639491191 Movie Vector: [1.7505064433163513, -0.7736891427355314] User Vector: [1.9834655333455462, 0.9260222545955272] Predicted: 2.7556158319052444 Movie Vector: [1.91348505467187, -0.696716508396097] User Vector: [2.05674737248076, -0.7584189369337879] Predicted: 4.463958352119561 Movie Vector: [1.8329350686955503, -0.8798490655746142] User Vector: [1.8690023415160038, -1.465017040810539] Predicted: 4.71475380964682 Movie Vector: [1.6261920131088283, 0.8902759912683812] User Vector: [1.5853675877988338, -0.6210794374419827] Predicted: 2.0251799972950026 Movie Vector: [1.725033940108648, 0.2509036888898739] User Vector: [1.7260841151052768, 0.624223677139482] Predicted: 3.1341737053257024 Movie Vector: [1.7934344179009438, -0.24183473636105637] User Vector: [1.841755940365788, 0.04173254137160717] Predicted: 3.292976114685243 Movie Vector: [1.7547431118097923, 0.00682306116207667] User Vector: [1.431552188113648, -0.03136649244984739] Predicted: 2.5117923257922343 Movie Vector: [1.6862964359848986, -0.2109628129090196] User Vector: [2.08602052566172, -0.9756458397101455] Predicted: 3.723473968562938 Movie Vector: [2.1771265224027494, 0.1299339831723022] User Vector: [1.8039341518267946, 0.17476635556750905] Predicted: 3.950100975313616 Movie Vector: [1.8740674987266244, -0.2587481006727341] User Vector: [1.698978378793929, -1.3455326134554089] Predicted: 3.532154168861761 Movie Vector: [1.3293425246700643, 0.6135559587701608] User Vector: [1.5694614108077938, -0.8026130231338795] Predicted: 1.5939037912851488 Movie Vector: [1.3024824639981416, -0.7184427959110282] User Vector: [1.8078220561685332, -0.36044690813635516] Predicted: 2.6136170106475465 Movie Vector: [1.713955465596645, -0.42991144909194995] User Vector: [1.8218103283844065, -0.7485924685455286] Predicted: 3.4443302425466 Movie Vector: [2.150765657075553, -0.25225138225656185] User Vector: [2.1957790393446257, 0.2765912718801487] Predicted: 4.652835617696902 Movie Vector: [1.959665851972287, -0.3513758745947047] User Vector: [1.9367453284719978, -0.17255147725151898] Predicted: 3.856004110405285 Movie Vector: [1.942367898770571, -1.0085507256512887] User Vector: [1.7169132327535948, -0.11855330387850864] Predicted: 3.454444168930016 Movie Vector: [1.4144628658304, 0.22204302060065925] User Vector: [1.758216388547928, -0.33335413350069915] Predicted: 2.4129128329632676 Movie Vector: [1.779137852814731, -0.46840001521653185] User Vector: [2.1306829281746147, -0.6571611422528475] Predicted: 4.098592938892535 Movie Vector: [2.1098774118909502, -0.3378706551887538] User Vector: [2.036322835495438, -0.47063586409424363] Predicted: 4.455405601686403 Movie Vector: [1.4948272403889244, -1.1197312112136404] User Vector: [1.9991452604100497, -0.6099990041118003] Predicted: 3.671411716468573 Movie Vector: [1.4126961265729039, -1.210355093716778] User Vector: [2.013660497767453, -0.1858253173653055] Predicted: 3.0696050048435803 Movie Vector: [1.7666426812441915, -0.12162630343285548] User Vector: [1.8290611073648837, 0.0028899875671683007] Predicted: 3.2309459203698068 Movie Vector: [1.928327134988466, 0.09946654785536314] User Vector: [1.9335856642924056, 0.053573882852853145] Predicted: 3.7339145134623255 Movie Vector: [1.5934588478420084, -0.1178607139233561] User Vector: [1.635835319336006, 0.1439200305190049] Predicted: 2.5896737456635748 Movie Vector: [1.9083569702700802, -0.42371904179987535] User Vector: [1.8803728835886444, -0.32484110307020864] Predicted: 3.726064060033363 Movie Vector: [1.8397283978179855, -0.658939760934861] User Vector: [2.0052102633039417, -0.01419960742972978] Predicted: 3.6983989509214563 Movie Vector: [1.422781784921668, -0.7448072695114077] User Vector: [1.9850763859025675, 0.15312449059924663] Predicted: 2.7102822898017584 Movie Vector: [1.7127623300601291, -0.4538128859365279] User Vector: [1.9206050209888392, 0.43048650696027835] Predicted: 3.0941796067936487 Movie Vector: [1.376480945150845, 0.4017891650086678] User Vector: [1.8206316935881044, -0.8391646564876715] Predicted: 2.168897567726771 Movie Vector: [1.7973326569853445, -0.3998527468731222] User Vector: [1.8674193046705596, 0.07188642244177287] Predicted: 3.327629717093037 Movie Vector: [2.1049764724531306, -0.7956971195973077] User Vector: [2.3174161744090287, -0.9204450042812296] Predicted: 5.610501962667652 Movie Vector: [1.2848982060900958, -0.9104639012006748] User Vector: [1.5848919718594527, 0.1028180629824255] Predicted: 1.9428127167519296 Movie Vector: [2.0502517285856947, -0.5954287676525469] User Vector: [2.1108326510724065, -0.9637069718193384] Predicted: 4.901557146224882 Movie Vector: [2.015894783126624, 0.2633074496759339] User Vector: [1.6191944036146402, -0.14222515317202736] Predicted: 3.2266766087530825 Movie Vector: [1.587212774321099, 0.22279495022098905] User Vector: [2.0838607248401155, -0.3548708945186863] Predicted: 3.2284669190930875 Movie Vector: [1.4624788529228954, -1.2149491605585092] User Vector: [1.7560307479296697, -0.7320929763932561] Predicted: 3.4576135810492845 Movie Vector: [1.4872434735387468, -0.14498947080344637] User Vector: [2.4214879310675124, 0.4810099189583234] Predicted: 3.5316007481320244 Movie Vector: [1.4779044043359115, 0.22678405758135553] User Vector: [2.0422115072578233, -0.20687789735929396] Predicted: 2.9712767721747775 Movie Vector: [1.322298545959388, -0.4940664710822103] User Vector: [1.719078858642215, 0.04963954827496008] Predicted: 2.2486102387298006 Movie Vector: [1.9579035007403955, -0.5514515459744512] User Vector: [1.9960295199208826, 0.14739067117083512] Predicted: 3.826754371154898 Movie Vector: [1.4772996337086262, -0.8691783365790373] User Vector: [1.9351589155780782, -1.01006937341828] Predicted: 3.736739974968608 Movie Vector: [1.842617236824562, 0.4728943543771931] User Vector: [2.1236560678205207, -0.16272505635041917] Predicted: 3.8361335151893385 Movie Vector: [1.8827124138766158, -0.31883397129235386] User Vector: [1.8459381740280583, -0.22549404494827652] Predicted: 3.5472658773449934 Movie Vector: [1.3096554852812334, 0.003915541909261172] User Vector: [2.000646712441823, -0.8670119750401049] Predicted: 2.6167631193351992 Movie Vector: [2.0711703465690934, -0.3385915720902576] User Vector: [1.8351732441312443, -0.4215150629677268] Predicted: 3.9436778518916036 Movie Vector: [2.084968497727105, 0.15033303494531128] User Vector: [1.7670255684958833, -0.13197080166556777] Predicted: 3.664353073853695 Movie Vector: [2.0975682777209577, -0.46412336375728747] User Vector: [1.7932751709635908, -0.42629948253449984] Predicted: 3.959372661639758 Movie Vector: [1.5821659563558195, -0.6592007452307325] User Vector: [1.5506633866643713, -0.1931872575937336] Predicted: 2.5807560043226596 Movie Vector: [1.6041539596955545, -0.250197756050877] User Vector: [1.7529682188780444, 0.2854946196230123] Predicted: 2.740600796339402 Movie Vector: [1.4160578246096862, -0.77111842559478] User Vector: [1.9781343025759996, -0.031007858574014252] Predicted: 2.8250632883762283 Movie Vector: [1.914111565483981, -0.778534810519418] User Vector: [1.9309147744890105, -0.1318261769904376] Predicted: 3.7986175695380577 Movie Vector: [1.281875378802801, 0.13034827602394922] User Vector: [2.4594841075219884, -0.18527503723035707] Predicted: 3.1286018402959677 Movie Vector: [1.9167582559655252, -0.48248192650460137] User Vector: [1.799363219497895, 0.19643930626609038] Predicted: 3.3541658915248074 Movie Vector: [2.0436189371260793, 0.006316141157270125] User Vector: [1.9847167440695923, -0.0345923463208392] Predicted: 4.05578623286951 Movie Vector: [2.266203885680544, 0.36525557093850786] User Vector: [2.051932715659805, -0.16018681530232126] Predicted: 4.59158876670321 Movie Vector: [2.1541304704363062, -0.3170818221389651] User Vector: [1.8406816990216044, -0.3749939738616894] Predicted: 4.083972306760104 Movie Vector: [1.7163771659788964, -0.47009146428803006] User Vector: [1.7941569721332244, 0.4341298254479552] Predicted: 2.8753693338153656 Movie Vector: [2.2248555120954565, 0.023970725278940747] User Vector: [1.6877092088104293, -0.9461396354598819] Predicted: 3.7322294827590197 Movie Vector: [1.8033779671961594, 0.39838474684091135] User Vector: [1.9670698362919554, -0.02893806348563999] Predicted: 3.535841919609276 Movie Vector: [1.9742689901897184, -0.05985465698836071] User Vector: [1.9407360712520778, -0.7206220096170869] Predicted: 3.874667626819495 Movie Vector: [1.9366542047428543, -0.17778114546976395] User Vector: [2.0485858810497115, -0.21574832399111213] Predicted: 4.005758444484091 Movie Vector: [2.14366137684624, -0.025854855812426573] User Vector: [2.037874700371586, 0.24430884880548898] Predicted: 4.362196715979107 Movie Vector: [2.039605640608015, -0.09753503355016256] User Vector: [1.9537433707455791, 0.1103307245775941] Predicted: 3.97410488834991 Movie Vector: [1.9049191862368442, -0.3215466812818908] User Vector: [1.7128230545267131, -0.10694785436251612] Predicted: 3.297178226837218 Movie Vector: [1.6983703072920098, -0.5286516944947041] User Vector: [2.0039400312148063, -0.13262397818789257] Predicted: 3.473544137408709 Movie Vector: [1.7172040155606512, -0.36531065896811776] User Vector: [1.8591404173034327, -0.2478852871458345] Predicted: 3.2830785276803054 Movie Vector: [1.8404758333075968, -0.328996533959963] User Vector: [2.0668548495415946, -0.4755251868254452] Predicted: 3.960442539812149 Movie Vector: [1.975752532449388, -0.7827431231432591] User Vector: [1.8931148150846442, -0.38271197804475315] Predicted: 4.039891559080026 Movie Vector: [1.9558214388382416, -0.5142552736504991] User Vector: [1.5107841940266427, -0.25270278256882667] Predicted: 3.084777854737436 Movie Vector: [2.2826258313979744, 0.16292846569293704] User Vector: [2.001244033187115, -0.4442511999158742] Predicted: 4.495710158699434 Movie Vector: [1.9605578619880828, -0.5671448739835476] User Vector: [1.9367841087516027, -1.001454125264877] Predicted: 4.365146885060189 Movie Vector: [1.7365321649777758, -0.5021032021198845] User Vector: [1.7483982114379955, -0.11295287217301085] Predicted: 3.0928637301584003 Movie Vector: [2.025111623183829, -1.248138547684354] User Vector: [2.0145258360562766, -0.1747469280785086] Predicted: 4.297748062825898 Movie Vector: [2.021541615836255, -0.19272394726674946] User Vector: [1.847375102721862, -0.20588398665777843] Predicted: 3.774224424799722 Movie Vector: [2.397186589515127, -0.09347770589659495] User Vector: [2.283268638414384, -0.9075369759075826] Predicted: 5.558255434791599 Movie Vector: [1.5707437290445951, -0.8535516583963815] User Vector: [1.9974755841272365, -0.07079146397630377] Predicted: 3.197946419164828 Movie Vector: [1.797438090378876, -0.8520247675648919] User Vector: [2.2385299113779538, -0.8523638997131102] Predicted: 4.7498540826969515 Movie Vector: [2.15881548710239, -0.3537572962505734] User Vector: [1.87701733642885, -0.11011985885175087] Predicted: 4.091089798973169 Movie Vector: [1.9815078941996744, -0.1585571390780086] User Vector: [1.8375998304378434, -0.6229420078963618] Predicted: 3.7399904729761273 Movie Vector: [2.2399239930807657, 0.16065626453965673] User Vector: [1.6518267409235752, -0.08503006972993776] Predicted: 3.686305736030764 Movie Vector: [1.9372638642312237, -0.3997174749230543] User Vector: [2.037231485504633, -0.01343863332292625] Predicted: 3.952026596520479 Movie Vector: [1.8510924122493828, -0.38237449599486817] User Vector: [1.5242242135602277, 0.07534682348570172] Predicted: 2.792669172632961 Movie Vector: [1.4263946348649863, -0.8097859427896603] User Vector: [2.20262453140569, -0.9211544254076875] Predicted: 3.8877497190527124 Movie Vector: [2.1269839899524827, 0.3771322564510592] User Vector: [1.9135401294043932, 0.1109369385530359] Predicted: 4.111907117335025 Movie Vector: [1.6458286340564365, -0.42768811167280435] User Vector: [1.9875726173976922, -0.3644606973966651] Predicted: 3.427079433428153 Movie Vector: [2.0534759818545854, 0.4317565436376149] User Vector: [2.052549670321169, -0.5674027095789448] Predicted: 3.9698816168296456 Movie Vector: [1.1532046387216843, -0.4060144784071628] User Vector: [1.6320132429009, -0.5259649151379633] Predicted: 2.0955946128487444 Movie Vector: [2.083085274802675, -0.3856136539096323] User Vector: [1.7131031367604366, -0.9038522786876275] Predicted: 3.917077698183222 Movie Vector: [1.6366732144368272, -0.21439873998298645] User Vector: [2.0761895057552135, -0.8783755122076831] Predicted: 3.5863663552136305 Movie Vector: [1.2163428403054195, -0.939562080472286] User Vector: [2.107047498952076, -0.19174104547078127] Predicted: 2.7430447551282575 Movie Vector: [2.033442946077697, -0.39727670957957606] User Vector: [1.1591163884104825, -0.4738178828070706] Predicted: 2.5452338531179057 Movie Vector: [1.51228230603048, -1.1250572737409181] User Vector: [2.0531332593802767, 0.04187035405883076] Predicted: 3.0578105536954854 Movie Vector: [1.7032196044896528, -0.3634460715912655] User Vector: [2.0449348749723257, -0.32177997402495184] Predicted: 3.5999228364335703 Movie Vector: [2.154272274206163, -0.35349075744288294] User Vector: [2.0036293298405607, -0.575084782345441]
avg loss: 0.9306397972370883: 87%|██████████████████████████████████████▉ | 60598/70000 [01:26<00:13, 720.84it/s]
Predicted: 4.51965026836696 Movie Vector: [2.0326246100029004, -0.19395911115943806] User Vector: [1.65068818289191, 0.11653421867626704] Predicted: 3.332626550512957 Movie Vector: [1.6035963149560748, -0.7856898657615344] User Vector: [1.9847480359307865, -1.0392454377434173] Predicted: 3.9992592450088287 Movie Vector: [2.0392920327229995, -0.06588245711365046] User Vector: [1.6598156808034195, -0.20003612654880656] Predicted: 3.398027765179647 Movie Vector: [1.1668534184769652, -0.655585598034037] User Vector: [2.5695833559914205, -0.32532180441173947] Predicted: 3.211603412698884 Movie Vector: [1.6552096769669362, -0.5304917363400907] User Vector: [2.0246330831479016, -0.5073675165680599] Predicted: 3.62034654636056 Movie Vector: [1.9740450540720127, -0.2726793098925062] User Vector: [1.4490052821362438, -0.15879856160177652] Predicted: 2.9037027927147685 Movie Vector: [2.0347613382030274, -0.40908339274893296] User Vector: [1.7140202876153987, -0.7545680752973493] Predicted: 3.7963034824381188 Movie Vector: [1.3135882624869388, -0.6349063041218032] User Vector: [1.6316873213719971, 0.4623605009529546] Predicted: 1.8498097165710632 Movie Vector: [2.092769616567159, -0.40703023193127164] User Vector: [1.9698574429971727, -1.0110214899148031] Predicted: 4.533974117200679 Movie Vector: [1.2734707939731993, 0.13098140057329996] User Vector: [1.823990613129213, -0.5619146099351365] Predicted: 2.249198411689418 Movie Vector: [1.3669715603118728, -1.3531654805196631] User Vector: [1.900788245151424, -0.9210647260358311] Predicted: 3.8446764658930963 Movie Vector: [1.8359912746355347, -0.364782028243616] User Vector: [2.1584615937228633, -0.37903341895099435] Predicted: 4.101181232048143 Movie Vector: [1.6506571761240116, -0.5680247826150627] User Vector: [1.730907257512368, -0.5110696494414821] Predicted: 3.1474347123430775 Movie Vector: [2.0901042720039804, 0.15220177698997056] User Vector: [2.0036495107888768, -0.45991682435495407] Predicted: 4.117836244164109 Movie Vector: [1.9427807996057278, -0.7075192195246985] User Vector: [2.196691273881656, -0.21377230302167183] Predicted: 4.418937642548619 Movie Vector: [2.148600619847935, 0.1548522146051583] User Vector: [1.444798147723976, -2.116524383397291] Predicted: 2.776545707719995 Movie Vector: [1.7242500488196855, 0.01884134867801153] User Vector: [1.8374354828394495, 0.20938966334564657] Predicted: 3.1721434046456096 Movie Vector: [1.3758637648400767, -0.6671873252474113] User Vector: [2.4268328165470097, -0.6961504440768993] Predicted: 3.80345408836528 Movie Vector: [1.472604376353722, 0.9415317323062012] User Vector: [1.9689412285519732, -0.1629877313919392] Predicted: 2.7460133488667995 Movie Vector: [1.7116615006890445, -0.034064249247315714] User Vector: [2.080440264352774, -0.374102071155206] Predicted: 3.5737530111717497 Movie Vector: [1.851574289847179, 0.19123807232223894] User Vector: [1.9985036056826575, -0.164871934957017] Predicted: 3.668848103427676 Movie Vector: [1.8948258166756773, -0.4380406930666864] User Vector: [2.183714813458601, -0.05477265268040017] Predicted: 4.161751855539691 Movie Vector: [2.1989340134363573, -0.3262094505831456] User Vector: [1.5622226311277154, -0.30738311622472236] Predicted: 3.535495757608975 Movie Vector: [1.8123173520627713, -0.8576903364944265] User Vector: [1.8555628178216694, -0.18779492378984858] Predicted: 3.5239385839579627 Movie Vector: [1.5231788795060361, 0.04930121435761555] User Vector: [1.6338008146688667, 0.05808492758108834] Predicted: 2.4914345516889953 Movie Vector: [1.73890406713177, 0.05682153355553957] User Vector: [2.0766867121612917, -0.4546621521288464] Predicted: 3.5853243692021506 Movie Vector: [1.8330504842588946, -0.31807460838153867] User Vector: [1.5647414587308621, -0.08044215677855619] Predicted: 2.893836696181282 Movie Vector: [2.172073994112089, -0.42282182935076545] User Vector: [1.9494171628309536, 0.05651916550922649] Predicted: 4.210380786106896 Movie Vector: [2.241138454184953, 0.40568787127218126] User Vector: [1.7955396042929306, -0.4268005276852013] Predicted: 3.850905055658468 Movie Vector: [1.974172719123414, -0.19808566001608388] User Vector: [1.8215186469381188, -0.07621152436987733] Predicted: 3.611088830265467 Movie Vector: [2.1702865873611965, -0.04358282575078435] User Vector: [2.316499726910682, -0.26068823413040193] Predicted: 5.0388298168235135 Movie Vector: [1.3091669163806054, -0.43835384246428744] User Vector: [1.9530172023509162, 0.15950526671189852] Predicted: 2.486905761883574 Movie Vector: [1.7743790727276245, -0.4186794216465318] User Vector: [1.8079074116744553, -0.4427013476708671] Predicted: 3.3932630209092984 Movie Vector: [1.3501550852448239, -0.16201997702280793] User Vector: [2.108758148364276, -0.5555845152501732] Predicted: 2.937166327960547 Movie Vector: [1.7425123694175477, 0.055474162690455346] User Vector: [2.084002528289615, -0.7683427756094933] Predicted: 3.5887770113059 Movie Vector: [2.1068704805110663, -0.15853233605129172] User Vector: [1.6294693712842248, -0.42420324334863674] Predicted: 3.500330848384254 Movie Vector: [1.6995568549714348, -0.35466277628722964] User Vector: [1.6316690518462165, -0.5372072095922854] Predicted: 2.9636417225054945 Movie Vector: [1.461041156577228, -0.08823741470424028] User Vector: [1.8233806936868022, -0.3238913859679069] Predicted: 2.6926135761275356 Movie Vector: [1.8743214475955126, -0.28393398336957726] User Vector: [2.053419937806864, -0.1468957265547372] Predicted: 3.8904777191323032 Movie Vector: [1.6577764416036471, -0.3409070828422106] User Vector: [1.9763468974022023, -0.8630520685966385] Predicted: 3.5705618899960467 Movie Vector: [1.8333980704378248, -0.4749117615303614] User Vector: [1.1587589439879267, 0.31499985125778057] Predicted: 1.974869277767402 Movie Vector: [1.782023621097446, -0.20673750439559635] User Vector: [1.7449730317646674, -0.06179382573334538] Predicted: 3.1223582621018298 Movie Vector: [1.600944192424545, -0.1471211080444569] User Vector: [1.7579751744553203, 0.02825917138013735] Predicted: 2.8102626253649077 Movie Vector: [2.0766916054689015, -0.17004361069816137] User Vector: [1.92239045581755, -0.295580401027746] Predicted: 4.0424736806722095 Movie Vector: [2.3348496452013454, -0.450620927684376] User Vector: [1.8305771094923986, -0.017573795682692725] Predicted: 4.282041434725502 Movie Vector: [1.8609521789658778, -0.5201508368344818] User Vector: [2.092397256003437, -0.3690204557159467] Predicted: 4.085797531671512 Movie Vector: [1.5488626333746933, -0.783345011969372] User Vector: [1.8685873432055404, -0.22932964113498241] Predicted: 3.0738293435677697 Movie Vector: [1.7042486695237495, -0.10682630684416751] User Vector: [1.766009487608979, -0.21232843999173662] Predicted: 3.0324015827062216 Movie Vector: [1.5993415849054455, -0.8276543883339816] User Vector: [1.7768893310711253, -0.27155440595697267] Predicted: 3.0666061947185863 Movie Vector: [1.7186499519962062, -0.46740932322143475] User Vector: [1.9104644714613834, -0.26364653191568094] Predicted: 3.406650519219951 Movie Vector: [2.098720866829034, -0.1708347257718718] User Vector: [1.4313846065156985, -0.3973798690604063] Predicted: 3.0719630231105595 Movie Vector: [1.7099081244724892, 0.06749489477579408] User Vector: [1.9309229455040051, 0.08175211955063069] Predicted: 3.307218682954416 Movie Vector: [2.1532134350395418, -0.10173165920190472] User Vector: [1.6702436098985913, -0.19219651367131632] Predicted: 3.6159434508511947 Movie Vector: [1.9943712599869172, -0.20513520781582528] User Vector: [1.8165564999187211, -0.2920820447549338] Predicted: 3.6828043865303988 Movie Vector: [1.4650658655274913, 0.3609586474802423] User Vector: [1.9848994061925618, -1.1871595416701324] Predicted: 2.4794928640139937 Movie Vector: [2.0511952198044603, 0.310210440964877] User Vector: [1.7378920717321082, 0.13637136886740733] Predicted: 3.607059732544313 Movie Vector: [2.0685400696424017, 0.13733601551122673] User Vector: [1.9104762345484803, -0.6639581938061316] Predicted: 3.8607112704597015 Movie Vector: [1.8961149785851505, -0.3531860208224218] User Vector: [1.861924887606056, -1.1498168133221427] Predicted: 3.9365228933622802 Movie Vector: [1.8381728788106246, -0.2667737226135394] User Vector: [2.187670523531069, -0.17085763435093504] Predicted: 4.0668969512809925 Movie Vector: [2.269938905805324, -0.2605611842877349] User Vector: [1.9957727596810853, -1.016061852349789] Predicted: 4.795028513904405 Movie Vector: [1.9585338409621222, -0.12811704103432492] User Vector: [1.5864951692756015, -0.17497467656308618] Predicted: 3.1296217153663966 Movie Vector: [2.3569583130730396, -0.2394549654841989] User Vector: [2.116475417996305, -0.06305162983856262] Predicted: 5.003542356707843 Movie Vector: [1.0262753173480268, -1.9450210593727333] User Vector: [2.3203390242406754, -0.4141262633030977] Predicted: 3.1867909718214724 Movie Vector: [1.9890350179281195, -0.10039083003098888] User Vector: [1.878471819779913, -0.6390915822169477] Predicted: 3.800505164137984 Movie Vector: [1.3531986538488878, -0.3470046805876591] User Vector: [2.0534378264699154, -0.3995471331459105] Predicted: 2.917354027858487 Movie Vector: [1.4313571365852993, -0.25900793787893445] User Vector: [2.1476732009555435, -0.22312230396977517] Predicted: 3.131877811086719 Movie Vector: [2.039095922346596, 0.15541633754467526] User Vector: [1.8435348947276382, -0.2079708604216245] Predicted: 3.7268224171000446 Movie Vector: [1.5129484544095768, -0.17890394379445643] User Vector: [1.8925647490171797, -0.19301546807837838] Predicted: 2.897884140348146 Movie Vector: [1.3885382093525007, -0.6708230599035407] User Vector: [1.8477225648214997, 0.12063276586013186] Predicted: 2.484710140418534 Movie Vector: [1.812416048677829, 0.021966012263238438] User Vector: [2.215619571479366, 0.27426428584183754] Predicted: 4.021648961780067 Movie Vector: [1.8507484687374625, -0.46327515576585243] User Vector: [1.944243531249854, -0.17389593480600768] Predicted: 3.678867404597686 Movie Vector: [1.916897574101358, -0.39588653915434024] User Vector: [1.719256788736674, -0.2093978710877741] Predicted: 3.378536966077847 Movie Vector: [1.9374076552724329, -0.18275261262958875] User Vector: [2.0864835616272033, -1.1290014043306642] Predicted: 4.248697181200538 Movie Vector: [1.9749317314865256, 0.33960011276721824] User Vector: [1.8256643605346987, 0.4218335793884247] Predicted: 3.7488172077933415 Movie Vector: [1.7316988225641403, -0.23391333187171554] User Vector: [2.0021163875630315, -0.16300914738701683] Predicted: 3.505192603770136 Movie Vector: [1.9735559457711123, -0.6431059345152224] User Vector: [2.2317441344151185, -1.3956412065485062] Predicted: 5.302017048300091 Movie Vector: [1.8605144126015964, 0.0940674761607129] User Vector: [1.8717920472579788, -0.10926360958901471] Predicted: 3.4722179293262703 Movie Vector: [1.3375520936553025, -0.5665568553069924] User Vector: [1.859269564924059, -0.6384234269609166] Predicted: 2.848573068367049 Movie Vector: [1.6521825979490934, -0.6040966990863355] User Vector: [1.9251606054878136, -0.44383427449727103] Predicted: 3.4488356708092858 Movie Vector: [1.6413524755486246, -0.3091569491026664] User Vector: [2.208768182867586, -0.046483980734317185] Predicted: 3.6397379705287185 Movie Vector: [2.0358920487126757, 0.22802594557978265] User Vector: [1.9971050796025933, -0.4603933910359962] Predicted: 3.96090871367695 Movie Vector: [1.7939964708243186, -0.2005841925595936] User Vector: [1.785741657371514, -0.16434906905764307] Predicted: 3.236580056443314 Movie Vector: [2.0792558107879398, 0.17627160332102246] User Vector: [1.586844481779656, 0.10143453719753798] Predicted: 3.317335638061063 Movie Vector: [1.4647693260766623, -0.258654339486863] User Vector: [1.9072201335337313, -0.2638870854896511] Predicted: 2.8618930894724848 Movie Vector: [2.0995042109198616, -0.46458357607398987] User Vector: [1.9190292972256424, -0.8278614103970017] Predicted: 4.413620904939715 Movie Vector: [1.6554015063217857, -0.30694140755990834] User Vector: [1.859502977511846, -0.20704019926461895] Predicted: 3.1417732401667213 Movie Vector: [1.6376947558164252, -0.6530105306408565] User Vector: [1.9558813446319316, -1.0020681401985734] Predicted: 3.8574976690722593 Movie Vector: [1.7342438467205161, -0.62601541290255] User Vector: [1.465659082796229, 0.483104593420497] Predicted: 2.239379324204145 Movie Vector: [1.8016105175253216, -0.522543356665218] User Vector: [1.887605950575715, -0.8196151444606967] Predicted: 3.829015182260731 Movie Vector: [2.1512182574286602, -0.08806407499454495] User Vector: [2.0118096501324216, -0.4128433363491615] Predicted: 4.364198316369281 Movie Vector: [1.52935787364774, -0.05684744869528902] User Vector: [1.6781499412536018, -0.43842750124135943] Predicted: 2.5914153107011106 Movie Vector: [1.8342937267623205, 0.09610299533078379] User Vector: [2.166442482808766, 0.23772653419382797] Predicted: 3.996738087613138 Movie Vector: [1.5524534565566492, -0.3226171999085774] User Vector: [1.6606110979242101, -0.10146702731587826] Predicted: 2.6107564472044684 Movie Vector: [2.288472123745561, 0.36351717176449694] User Vector: [2.127350013606812, -0.3843375603146895] Predicted: 4.728667900660467 Movie Vector: [1.6865303249183636, -0.6124504427809377] User Vector: [1.9729039435691966, -0.5369756952188931] Predicted: 3.6562333312798914 Movie Vector: [1.9259238587967846, -0.23944564093120932] User Vector: [2.0071988097485325, -0.8693379608114067] Predicted: 4.073871262255524 Movie Vector: [1.428397098994419, 0.34619843490345265] User Vector: [2.4522067655080413, -0.32020462770427754] Predicted: 3.3918706890261103 Movie Vector: [1.7783278953507593, 0.09950805539735937] User Vector: [2.0319901232150794, -0.7476497298029436] Predicted: 3.53914754845955 Movie Vector: [2.06738267828688, -0.7807653950264603] User Vector: [1.7730448853232135, -0.9149484911013102] Predicted: 4.379922403825937 Movie Vector: [2.3633166023378367, -0.08001531026790848] User Vector: [2.0668431690846574, -0.503292334652392] Predicted: 4.92487586823899 Movie Vector: [2.206067156544333, -0.2645665848072345] User Vector: [2.0742250189336353, -0.3562234457660744] Predicted: 4.6701245100266355 Movie Vector: [1.3300249485689748, -0.4471352583942344] User Vector: [1.7552931959758813, -0.3021685770348646] Predicted: 2.469693967472395 Movie Vector: [1.895188557106533, -0.27547525461158345] User Vector: [2.2237920124849437, -0.35809446837987524] Predicted: 4.31315134029832 Movie Vector: [1.4252530376065597, -0.7712625633632793] User Vector: [2.044569798107643, -1.214310314064401] Predicted: 3.8505814008953276 Movie Vector: [2.129405171809095, -0.4774827286245909] User Vector: [1.829832479851769, -0.5690149775448353] Predicted: 4.168149570246987 Movie Vector: [2.272488346655408, -0.4500222505166835] User Vector: [1.5530886672350652, -1.5918389907739556] Predicted: 4.2457388627025665 Movie Vector: [1.954552531076762, -0.008108832938516046] User Vector: [2.3425154288337438, -0.4561555055790872] Predicted: 4.582268349302086 Movie Vector: [1.757456558510746, -0.7662034967884537] User Vector: [1.9563177642711715, -0.7574831754031698] Predicted: 4.01852974310178 Movie Vector: [2.073120575712873, -0.217996503112908] User Vector: [2.0308587814791785, -0.0666361998142285] Predicted: 4.224741584791893 Movie Vector: [1.8189879140636214, -0.3839615144508009] User Vector: [1.4557404013256077, -1.7585385910751097] Predicted: 3.3231853366747828 Movie Vector: [1.939763745798438, -0.2502892095478743] User Vector: [1.3651034773187227, -0.6173385263357761] Predicted: 2.8024914063462694 Movie Vector: [1.936675561480761, -0.41609680705734603] User Vector: [2.131784513029874, -0.07808574956723013] Predicted: 4.161066199799725 Movie Vector: [1.8758407135109458, -0.2598476250320125] User Vector: [2.061281915924679, -0.26973446456405964] Predicted: 3.9367263999216116 Movie Vector: [1.5551741235181153, -0.6810941873023804] User Vector: [1.7353922507911375, -0.4405552434204175] Predicted: 2.9988967380634683 Movie Vector: [2.115520302943454, 0.31525799241117103] User Vector: [2.076526293823977, -0.156222943608986] Predicted: 4.343683002609815 Movie Vector: [2.2092385605211655, -0.013371415021691096] User Vector: [2.0603108774188432, -0.8141365920834953] Predicted: 4.562604395311999 Movie Vector: [2.0064609552846173, -0.5273097134732248] User Vector: [2.041417427571341, -0.40859974821826694] Predicted: 4.311482978017665 Movie Vector: [2.0613593835550645, -0.22334490128159648] User Vector: [1.8419200775986402, -0.07825857467024626] Predicted: 3.814337889350594 Movie Vector: [1.8651774825517764, 0.3263430263169116] User Vector: [1.8655487891244213, -0.2277928772336817] Predicted: 3.4052409771467262 Movie Vector: [1.5402700539183265, -0.20975011018327128] User Vector: [1.766655475256723, 0.3016294252698011] Predicted: 2.657859718943922 Movie Vector: [1.7364549998269232, -0.8230953710267578] User Vector: [1.76832184977049, -0.5946873455298157] Predicted: 3.560095718650942 Movie Vector: [1.7846475104417148, 0.4366990056815718] User Vector: [2.5480350209537614, -0.09506363309957877] Predicted: 4.505830162612369 Movie Vector: [1.5208018418079534, -0.5754819806455939] User Vector: [1.8910205164075262, -0.38188226994093016] Predicted: 3.095633849328235 Movie Vector: [1.7305489361547672, -0.4823688032838147] User Vector: [1.7685070139159276, -0.1040772315486326] Predicted: 3.1106915411456586 Movie Vector: [1.6545101181682245, -0.7252389989171162] User Vector: [1.7959028129120764, -0.2399785694053656] Predicted: 3.1453811926469153 Movie Vector: [2.2576666979575983, -0.5564500470415992] User Vector: [1.5537625000873827, -0.02172610026236117] Predicted: 3.519967342495645 Movie Vector: [1.121247192097116, -0.46708008676458274] User Vector: [1.7933742355467543, -0.4756171117787088] Predicted: 2.2329671078224296 Movie Vector: [2.2404634969701775, -0.13810068780710857] User Vector: [1.809627135430497, -1.0060021820676361] Predicted: 4.193333133337728 Movie Vector: [1.6207583148323117, 0.13605974368354298] User Vector: [1.733572231823526, -0.4070536029254832] Predicted: 2.7543180002108834 Movie Vector: [2.195755529969584, 0.05989757978377021] User Vector: [2.0508101745932352, 0.043598605078336745] Predicted: 4.505689232707125 Movie Vector: [2.0807858674600297, -0.3763572557125184] User Vector: [1.0870821458205315, -0.11119486365273207] Predicted: 2.303834159525155 Movie Vector: [2.098613964856458, 0.05790563584536257] User Vector: [1.8166672452040056, -0.7520793857058908] Predicted: 3.7689336152469486 Movie Vector: [1.8996044242083343, -0.39378031000013586] User Vector: [2.147547438822962, 0.006175764890115098] Predicted: 4.077058721372458 Movie Vector: [2.104315765146324, -0.4516103065785151] User Vector: [2.0787627223323915, -0.059010602042060704] Predicted: 4.401022964682139 Movie Vector: [1.726403447441136, -0.5305069728512236] User Vector: [1.6574427829878668, -0.42630811422025633] Predicted: 3.087574361663586 Movie Vector: [2.2605931248840805, 0.30552409651234774] User Vector: [1.5708057083752702, -0.5831528691965474] Predicted: 3.372785331391945 Movie Vector: [2.3497863101460275, -0.2896460218773829] User Vector: [1.9056948279102062, 0.501707313726793] Predicted: 4.332658090371739 Movie Vector: [1.6393008036885304, -0.49582170317355506] User Vector: [1.5040115654089843, -0.8990617234770868] Predicted: 2.9113016829243534 Movie Vector: [1.9556457257210158, -0.6319056178056114] User Vector: [1.8733278137083356, -0.60156053130209] Predicted: 4.043695010932921 Movie Vector: [2.224248709600279, -0.2676890500267012] User Vector: [1.8385821658089285, -0.2748011356378977] Predicted: 4.163025264739764 Movie Vector: [1.8301724678207862, -0.4841404923416506] User Vector: [1.902622947030602, -0.11176729572919698] Predicted: 3.536239207881482 Movie Vector: [2.0772271380579057, 0.0384673350101617] User Vector: [1.998093684198822, 0.163486800843349] Predicted: 4.156783326737677 Movie Vector: [1.8245338797598443, -0.2531337344072444] User Vector: [1.9945308872201342, 0.6573130581245497] Predicted: 3.4727010688828823 Movie Vector: [1.853618633010455, -0.4855178091045747] User Vector: [1.8667348575333247, 0.11144764996859605] Predicted: 3.4061046959712815 Movie Vector: [1.992996597101454, -0.19887324263988546] User Vector: [1.92829442663403, 0.795125330469245] Predicted: 3.684955077715792 Movie Vector: [1.8341718604688177, -0.474701412565262] User Vector: [2.140183791266235, 0.24368569694092274] Predicted: 3.809786941612192 Movie Vector: [1.9932301485000936, -0.5840387528425494] User Vector: [1.861230839290805, -0.7959327160485964] Predicted: 4.17471697302017
avg loss: 0.93071734404264: 87%|████████████████████████████████████████▋ | 60671/70000 [01:26<00:13, 705.95it/s]
Movie Vector: [2.1149566836925295, -0.21936922251427945] User Vector: [2.1406105336194106, -0.7708339807123793] Predicted: 4.696395806297466 Movie Vector: [2.0965966652632972, -0.7958407569219117] User Vector: [1.7314197241706593, -0.381389573620853] Predicted: 3.933614186819847 Movie Vector: [2.10222617096957, 0.018292917694513893] User Vector: [2.214576965926028, 0.27425164973304395] Predicted: 4.660558518252233 Movie Vector: [2.207189159822375, -0.4433410263877159] User Vector: [2.625033821485949, -0.3564761259459263] Predicted: 5.951986686510474 Movie Vector: [1.9949736131333757, -0.05357752021988287] User Vector: [2.1176080160483566, -0.28061880772626246] Predicted: 4.239606974821223 Movie Vector: [2.1456582735130367, -0.8066478336753455] User Vector: [1.7136487668215181, 0.3026898935195956] Predicted: 3.4327405075430004 Movie Vector: [1.7117699213218756, -0.44944255967242813] User Vector: [1.6790498809818084, -0.9979534864849079] Predicted: 3.3226698520635356 Movie Vector: [1.904451596649283, 0.7357471604800148] User Vector: [1.4852349412064405, 0.08340071818422182] Predicted: 2.889919896765945 Movie Vector: [2.1146323989441753, -0.07565076189900242] User Vector: [1.991054795792014, -0.4637328760079994] Predicted: 4.245430724642593 Movie Vector: [2.185206884457089, -0.09503887908668167] User Vector: [2.1428077251395354, -0.2468297001861751] Predicted: 4.705936611073741 Movie Vector: [1.5142385662653521, -0.4951647613243027] User Vector: [1.9538738205039126, -0.1890187118694147] Predicted: 3.0522264979718963 Movie Vector: [2.122200893443279, 0.020766573239415508] User Vector: [2.1468887820219074, -0.5601602298896172] Predicted: 4.5444966828904345 Movie Vector: [1.5562185007447322, -0.5263182559136202] User Vector: [1.6143959600110211, -0.10547497777446314] Predicted: 2.567866266841487 Movie Vector: [1.4189208825852282, -1.1471278417269437] User Vector: [1.84609218317878, -0.34498217362880085] Predicted: 3.0151974061588014 Movie Vector: [1.3485673956855353, -0.7211771152058708] User Vector: [1.9792983379037468, -0.7163691997938234] Predicted: 3.185846277761212 Movie Vector: [2.162880231949515, -0.3596991273404385] User Vector: [1.6317916215219372, -0.17793773357531648] Predicted: 3.5933738883386197 Movie Vector: [1.6118623508147047, -0.9959174418218075] User Vector: [2.0536028485388, -0.9715902512573162] Predicted: 4.277748792616718 Movie Vector: [1.6633994110759491, -0.11586962479430381] User Vector: [2.125221297215464, -0.04125028024407572] Predicted: 3.5398715086888086 Movie Vector: [1.8601906650970188, -0.25713418600673776] User Vector: [2.061943120824213, -1.2975824719721332] Predicted: 4.169260158025381 Movie Vector: [1.9275518241027583, -0.4157626110503569] User Vector: [2.2129605561350414, -0.5960438781727551] Predicted: 4.513408915735239 Movie Vector: [1.555321703816215, -0.6529394560548647] User Vector: [1.8185885549574266, -0.42617533575899097] Predicted: 3.106756941751528 Movie Vector: [1.8561818975925277, -0.5193095379839714] User Vector: [1.7832377051752237, -0.41302472521660777] Predicted: 3.5245012266788844 Movie Vector: [2.070446354222433, -0.2237309839250007] User Vector: [2.0306363689342373, -0.16704485087869558] Predicted: 4.241696775658067 Movie Vector: [2.2808089072419735, -0.2660951779456761] User Vector: [2.1634443997442334, -0.20652421624543038] Predicted: 4.989358355331332 Movie Vector: [1.9140536094881462, -0.5546895065546602] User Vector: [1.4868542304876806, 0.041907175879291644] Predicted: 2.8226732359380815 Movie Vector: [2.0923546364572814, -0.2736817375909119] User Vector: [1.8631669381831204, -0.6670991869900739] Predicted: 4.080978846242297 Movie Vector: [1.6269700042538993, -0.4917251987473514] User Vector: [1.7243400467370988, -0.15649035940024725] Predicted: 2.8823997862531576 Movie Vector: [1.8924417448336357, -0.2616243040623305] User Vector: [2.0687894156712097, -0.4758710025866964] Predicted: 4.03956287136137 Movie Vector: [2.265139024283043, -0.2738006642479077] User Vector: [1.8849241093877682, 0.504267612918929] Predicted: 4.131546350610283 Movie Vector: [1.453248974897001, -0.6124722009673249] User Vector: [1.7281800354910366, 0.46926023920916365] Predicted: 2.224067013479922 Movie Vector: [2.0665085342043006, -0.042736676190815164] User Vector: [2.0998269812075545, -0.3744878915728309] Predicted: 4.355314744777394 Movie Vector: [1.9650448529626854, -0.20394515246668868] User Vector: [1.8639700962621608, -0.4144133319877355] Predicted: 3.7473024339127874 Movie Vector: [1.895668775273573, 0.07041150625180337] User Vector: [1.7891019800551704, -0.05681819519526403] Predicted: 3.387544104664502 Movie Vector: [1.7118775769046486, 0.20020070090549205] User Vector: [1.8389471608386305, 0.41740135196203093] Predicted: 3.2316164529738165 Movie Vector: [1.8663053434883239, 0.10313353215331478] User Vector: [1.9968286741119796, -0.21099711155826206] Predicted: 3.7049311471367417 Movie Vector: [2.111897224545841, 0.11500726222022722] User Vector: [2.0279546358480487, -0.31321258271490815] Predicted: 4.246810045321397 Movie Vector: [1.3925860299117943, -0.9366123502319978] User Vector: [2.357565875868508, 0.4925690772307158] Predicted: 2.8217670222545803 Movie Vector: [2.2076683269022133, 0.08537345041347504] User Vector: [1.5976891414821417, -0.1722662996562027] Predicted: 3.5124607454941015 Movie Vector: [1.4251973454480285, 0.23212333095238796] User Vector: [1.4487865653001541, -0.5742811071484157] Predicted: 1.931502723492231 Movie Vector: [1.4984066539424796, -0.3471189406295996] User Vector: [2.0918123772893824, -0.5886267203078144] Predicted: 3.3387090685091714 Movie Vector: [1.996501281032477, -0.020303418712558113] User Vector: [1.4450127996949966, 0.05403275192631851] Predicted: 2.883872856112835 Movie Vector: [2.2623470110340085, -0.4396278836004606] User Vector: [2.1792494008832826, 0.15818692146281116] Predicted: 4.860674986889981 Movie Vector: [2.0569033697926464, 0.4059793423976216] User Vector: [1.7213996217117187, 0.2904183316675768] Predicted: 3.6586565259692385 Movie Vector: [1.7249590421099514, -0.36686687279055624] User Vector: [1.9880985461758462, -0.3916893701486132] Predicted: 3.5730864181633994 Movie Vector: [2.068393623782316, -0.475220250468719] User Vector: [2.172575173545947, -0.5599088784117773] Predicted: 4.7598206735887 Movie Vector: [1.644306331077513, -0.04310906462774445] User Vector: [2.013240721251621, -0.28347307533227895] Predicted: 3.322604723061823 Movie Vector: [1.897361891718348, -0.40763118533185927] User Vector: [2.0988806171710523, 0.16749037793684587] Predicted: 3.914061796996564 Movie Vector: [2.270414921850427, -0.43904225169703165] User Vector: [1.7499710898815055, 0.550522479207471] Predicted: 3.7314578463927446 Movie Vector: [2.3143811265133003, 0.04322676925214801] User Vector: [2.3308817419684957, 0.3813891500058943] Predicted: 5.411034932528908 Movie Vector: [1.203637458996445, -0.6715537838486508] User Vector: [2.0273904415851054, -1.0601382931720655] Predicted: 3.1521829616857273 Movie Vector: [2.1323806150981057, -0.4116224240172886] User Vector: [2.1640893447956056, -0.20659946006251] Predicted: 4.699703138734103 Movie Vector: [2.0608616659324266, 0.4885390550900964] User Vector: [1.7429074233649966, -0.40675492999629353] Predicted: 3.3931754269283525 Movie Vector: [2.0335213070013145, -0.6134383181503803] User Vector: [1.9788797559573992, -0.1566333845796792] Predicted: 4.120179067735693 Movie Vector: [2.335197308138001, -0.09339612230726982] User Vector: [1.628258526431699, 0.6099950869098438] Predicted: 3.745333752132186 Movie Vector: [1.8819056166286, -0.17201525777338014] User Vector: [1.9554524396558195, -0.7571059172894888] Predicted: 3.810210698762688 Movie Vector: [1.586010982000906, 0.14421863476487778] User Vector: [1.8159695209564386, -0.7818869011588945] Predicted: 2.7673849417901595 Movie Vector: [1.6461943884269383, -0.1922068153613104] User Vector: [2.024884844852006, -0.16608465083868335] Predicted: 3.365276670624222 Movie Vector: [1.9237040571137658, 0.15147966270940277] User Vector: [1.9149369704208279, -0.7534026078234425] Predicted: 3.5696468461982103 Movie Vector: [2.2959631162858436, 0.39265602577076314] User Vector: [1.8883673048133969, 0.7575693892741666] Predicted: 4.633085867489645 Movie Vector: [1.1540069457424518, -1.272295956359744] User Vector: [2.705652276492163, 0.12094844461319813] Predicted: 2.96845930282646 Movie Vector: [1.7244911367408173, 1.0250536351072062] User Vector: [2.1494543394565273, 0.24128638942997815] Predicted: 3.954046447808962 Movie Vector: [2.1784378356707412, -0.0012004376035449071] User Vector: [1.9251762995343547, -0.11773339530566095] Predicted: 4.194018222837144 Movie Vector: [1.782893294140706, -0.08338331180832059] User Vector: [2.088154626889608, -0.36783460735891754] Predicted: 3.7536281491696704 Movie Vector: [2.1393450184284006, -0.3446812218748401] User Vector: [1.7452640526182588, 0.4945244367189929] Predicted: 3.5632686697157645 Movie Vector: [2.1481860987006893, 0.013986585998058977] User Vector: [1.6378608035038278, -0.4794084249409338] Predicted: 3.5117245225300335 Movie Vector: [2.029899991468647, -0.12492809275629684] User Vector: [1.8394159315957295, -0.39191677678842046] Predicted: 3.7827917992968376 Movie Vector: [1.6465548579063354, -0.37555727507734527] User Vector: [2.1010209787222305, -0.7437870415934794] Predicted: 3.738780933656899 Movie Vector: [2.1678964511252157, -0.04331385080230901] User Vector: [2.0283247583043122, -0.602065469552307] Predicted: 4.423275819178739 Movie Vector: [1.7179656476832044, -0.22021708095498674] User Vector: [1.9322634317731102, -0.3760416655709527] Predicted: 3.4023729959701488 Movie Vector: [1.217718392444833, -0.7563117904607585] User Vector: [2.175064175881215, -0.20589617644014419] Predicted: 2.804337357570888 Movie Vector: [1.8913652772679679, -1.3142962255994084] User Vector: [2.030951600963852, -0.08898253433300554] Predicted: 3.958220746892958 Movie Vector: [2.102585361378598, -0.10861481992581906] User Vector: [2.2023114128290597, -0.38774567492554923] Predicted: 4.672662664470454 Movie Vector: [1.382081232825884, -1.1293057515577603] User Vector: [1.8753652713351558, 0.20980413244821092] Predicted: 2.3549741327313902 Movie Vector: [2.063973003278333, 0.0763660031146586] User Vector: [1.9266454886804678, -0.22143523508434293] Predicted: 3.9596341516723306 Movie Vector: [1.996340057334952, 0.5035969302454184] User Vector: [2.1621515056073606, -0.2435890929741543] Predicted: 4.193718941208001 Movie Vector: [1.6705275319559918, -0.4258573765380939] User Vector: [1.9277317050328024, -0.743055223343344] Predicted: 3.5367644355176875 Movie Vector: [1.8543607315295916, -0.5326092192474808] User Vector: [1.9009502921809092, 0.11285531785508987] Predicted: 3.4649397916792557 Movie Vector: [1.8342840994585978, -0.26647000793920733] User Vector: [1.8934810861341982, -0.08824859720085491] Predicted: 3.496697853318291 Movie Vector: [2.282191671638164, 0.5852735705187367] User Vector: [2.0526493948607674, -0.16932639177440806] Predicted: 4.585437091847497 Movie Vector: [1.6754443078234307, -0.10297461262438923] User Vector: [1.7556036859638828, -0.4718174042544537] Predicted: 2.9900014168745686 Movie Vector: [2.3143740567371074, 0.40004207025378036] User Vector: [2.011461598509023, -0.21018848440404797] Predicted: 4.571190303267735 Movie Vector: [1.5452574535248376, 0.05008615237543365] User Vector: [1.771937279540435, -0.544041079907666] Predicted: 2.71085036396163 Movie Vector: [2.1702585547307, -0.10369305726404121] User Vector: [1.7891493201532207, -0.0953062098748256] Predicted: 3.892799210031312 Movie Vector: [1.5084799328115215, -0.3496232433949325] User Vector: [1.7510370261879311, -0.0022227317713971115] Predicted: 2.6421813343055693 Movie Vector: [2.0822591225295497, -0.47879362088494837] User Vector: [1.788512677229659, 0.07360372869520654] Predicted: 3.688905842148594 Movie Vector: [1.5820669247303676, 0.227879242921397] User Vector: [2.22212688297646, 0.04110106923981896] Predicted: 3.5249195246528755 Movie Vector: [2.15473908828342, -0.3084666862263244] User Vector: [1.9064300986379767, -0.9266495981764125] Predicted: 4.393699983457697 Movie Vector: [1.5632877559148377, -0.4502576375566163] User Vector: [1.6660966825924621, -0.3340659204181014] Predicted: 2.7550042761827567 Movie Vector: [1.113584193268132, -0.7874507042104466] User Vector: [2.027698552980834, -0.14001929282356018] Predicted: 2.368271348049082 Movie Vector: [1.6626788781890491, -0.8541684416565453] User Vector: [2.074204917648954, 0.24387066741196944] Predicted: 3.240430077661748 Movie Vector: [1.8756718060694135, -0.2055265014681288] User Vector: [1.6597269474175564, -0.5357222165797382] Predicted: 3.223208153977147 Movie Vector: [1.9482078678465886, -0.4580955526537889] User Vector: [2.1207017192346957, -1.1398834559235018] Predicted: 4.653743316471008 Movie Vector: [2.222692614860975, 0.06047024094017116] User Vector: [1.84844668743449, -0.11044394931859979] Predicted: 4.101850228899194 Movie Vector: [1.8035265995801306, -0.42581676138835306] User Vector: [2.0056535880102175, 0.14188080521773197] Predicted: 3.5568343705387697 Movie Vector: [2.0034466671134585, -0.21821943448500325] User Vector: [2.1844650517979507, 0.060277224064538074] Predicted: 4.363305565702744 Movie Vector: [1.4023010659141102, -0.49175634497516973] User Vector: [1.4831387376887155, -0.4015926269103162] Predicted: 2.2772927551377875 Movie Vector: [1.2187065658912384, -0.23885379007581242] User Vector: [1.8736735964065527, -0.257963314935319] Predicted: 2.3450738297505374 Movie Vector: [2.087422363918582, -0.3177987184937863] User Vector: [1.8391265704194195, -0.6135392445658066] Predicted: 4.034015918839039 Movie Vector: [1.6292607526918672, -0.09056281076065985] User Vector: [1.6766681227012268, -0.10480385673935973] Predicted: 2.741220899451535 Movie Vector: [1.5983707307156305, -0.46144182429140373] User Vector: [1.8347017086854922, -0.7597206328544364] Predicted: 3.2831003855330168 Movie Vector: [1.9640339361897063, -0.2911353179684886] User Vector: [1.943726874550115, -0.542157977887545] Predicted: 3.9753868795818215 Movie Vector: [1.7839803374219774, -0.8616663293940087] User Vector: [1.9106885742140325, -0.07953618089064053] Predicted: 3.4771644963767225 Movie Vector: [2.1450117051730713, -0.09040880241895005] User Vector: [1.9707513567658206, 0.6703706282063905] Predicted: 4.166677322575418 Movie Vector: [1.8468127827521208, -0.12355583342935458] User Vector: [2.05245139553449, -0.36616481944596047] Predicted: 3.8357352726896803 Movie Vector: [1.9451224502933564, 0.09040680792857728] User Vector: [1.9451165763369513, 0.35880159713054766] Predicted: 3.8159280281470034 Movie Vector: [1.761176395169271, -0.5219438330381982] User Vector: [1.9139454462315193, -0.11772720649531077] Predicted: 3.432242530955711 Movie Vector: [1.9197140494626264, -0.6759227534939184] User Vector: [2.08330877251721, -0.1253651589812902] Predicted: 4.084094283420863 Movie Vector: [1.2055658570995031, -0.9358075626911747] User Vector: [1.6992994685521474, -0.43917026621908634] Predicted: 2.4595962767107173 Movie Vector: [1.7589797314483362, -0.26296033208943675] User Vector: [2.320189993758899, 1.0035299007226] Predicted: 3.81727861617545 Movie Vector: [1.9021547994239036, -0.40724871197132007] User Vector: [2.1546189022781577, 0.29605735297512203] Predicted: 3.977849710229104 Movie Vector: [2.080259631947015, -0.25230735351272165] User Vector: [1.7207234875766502, -0.4586592624139849] Predicted: 3.695274713612556 Movie Vector: [1.8819616470637692, 0.10147919151061174] User Vector: [1.5909136019517118, -0.0975331664333177] Predicted: 2.9841407957900743 Movie Vector: [1.5992364306481517, -1.022263329479366] User Vector: [1.8558042573002627, -0.3869136496763735] Predicted: 3.363397412165699 Movie Vector: [1.811141497356683, 0.02180823973208615] User Vector: [1.8043873389159863, -1.1968546736998082] Predicted: 3.241899493167227 Movie Vector: [1.7999945281501535, -1.407276677823515] User Vector: [2.0320908641050464, -0.4751334411886167] Predicted: 4.326396646731772 Movie Vector: [1.558324733869182, 0.01931465942982093] User Vector: [1.844071200563382, -0.43590184729203074] Predicted: 2.8652424671284797 Movie Vector: [2.1595985402883824, -0.3389423415751185] User Vector: [1.7949272875082452, -0.15244222119215403] Predicted: 3.9279914734323724 Movie Vector: [2.1795183936529483, 0.130165709269932] User Vector: [1.684576597700571, -0.4277417956744918] Predicted: 3.6158883659873333
avg loss: 0.9308081943054306: 87%|███████████████████████████████████████ | 60819/70000 [01:26<00:12, 723.14it/s]
Movie Vector: [1.4795799360996158, -0.34182118577437415] User Vector: [1.945331139115065, 0.1294010388013922] Predicted: 2.8340409059809333 Movie Vector: [2.0418223172395016, 0.7417733114448192] User Vector: [1.9493577549576053, -0.4526816126426702] Predicted: 3.644455029516196 Movie Vector: [1.960792259164539, -0.25346788345609444] User Vector: [2.060512457320095, -0.3667041221931299] Predicted: 4.1331845939322625 Movie Vector: [1.8838504701570808, -0.46231566873700175] User Vector: [1.7983601802306768, -1.4328620208454936] Predicted: 4.050276234414369 Movie Vector: [2.0323016333662935, -0.0814029759837997] User Vector: [1.5063782732266193, -0.251544308711395] Predicted: 3.0818914804668505 Movie Vector: [2.0061265888805226, -0.53629787452766] User Vector: [2.0161360769602137, 0.28773818310880644] Predicted: 3.8903108147694487 Movie Vector: [2.008211458854664, 0.21470885469040238] User Vector: [1.8455191856991269, -0.3445189333098961] Predicted: 3.6322215106669877 Movie Vector: [1.9670763547308736, -0.352036102441584] User Vector: [1.590984567218127, 0.13493848721603768] Predicted: 3.0820849038076124 Movie Vector: [1.8470636284203146, -0.47586267575539737] User Vector: [1.8066905210925428, -0.4195861893781981] Predicted: 3.536737756109301 Movie Vector: [2.2814206650946827, -0.26615357686319746] User Vector: [1.4908055649806247, 0.08555281836422611] Predicted: 3.3783844349665846 Movie Vector: [1.6883361863989483, -0.5174634157327052] User Vector: [1.9883096983620243, -0.5425701759138658] Predicted: 3.6376954300156674 Movie Vector: [1.6122021173625904, -0.24430730818876648] User Vector: [1.9585569269750307, -1.021733533627162] Predicted: 3.4072065939309613 Movie Vector: [1.5989855701490536, -0.30065996202948403] User Vector: [1.4568546470520554, -1.3130854737699733] Predicted: 2.724281787125976 Movie Vector: [2.09664998279895, -0.1339986215639192] User Vector: [1.8966700253051085, -0.19350091100020148] Predicted: 4.00258203127663 Movie Vector: [1.5994406138414126, -0.661352884588773] User Vector: [1.6036123061814362, -1.1971432892457061] Predicted: 3.3566168189712187 Movie Vector: [1.2789346700471769, -0.19410736070546633] User Vector: [1.9723859004812856, -0.15467442808000376] Predicted: 2.5525761558409736 Movie Vector: [1.8557984700044736, -0.6590535588345583] User Vector: [2.011573528748554, -0.7956437247133529] Predicted: 4.257446905289786 Movie Vector: [1.2748909082471562, -1.5869208918944184] User Vector: [1.5410682730207568, -0.6453315651480873] Predicted: 2.988784073194733 Movie Vector: [1.9362569910175471, -1.1415287670122307] User Vector: [1.9827990306070657, 0.04998260116056824] Predicted: 3.7821519077208587 Movie Vector: [2.1378536874125382, -0.2899724838890778] User Vector: [1.7065708101786128, -0.7115379162063749] Predicted: 3.8547251163145715 Movie Vector: [1.8449891003363756, -0.4734697395440663] User Vector: [1.8477197872969702, -0.32102722511436904] Predicted: 3.5610195447002106 Movie Vector: [2.1886502334807494, -0.07556472402459138] User Vector: [1.3055204310753572, -1.566141415232948] Predicted: 2.97567264011253 Movie Vector: [1.5057130600441397, -0.6291857499489382] User Vector: [1.8719425150826439, -0.28128211916246826] Predicted: 2.995586993704275 Movie Vector: [1.7328442252822065, -0.37368847667236516] User Vector: [2.160853989732658, -0.2528439401567891] Predicted: 3.838908224619282 Movie Vector: [2.1171628794725965, -0.41954997699922686] User Vector: [2.411128940557561, -0.14136451810564468] Predicted: 5.164062170890286 Movie Vector: [1.446900973272652, -0.871385501409584] User Vector: [1.7634169483123694, -0.10265843962514037] Predicted: 2.6409447746853356 Movie Vector: [2.2614598227142153, 0.4351077982868426] User Vector: [1.7533701180991081, 0.7499597589623527] Predicted: 4.291489415954652 Movie Vector: [2.313391299936093, -0.08385081462436346] User Vector: [1.454627905625602, 0.4870865518655738] Predicted: 3.3242809373520275 Movie Vector: [2.1096591045675366, 0.4162253940041219] User Vector: [1.9186118500300098, 0.1455967286404912] Predicted: 4.108218013291075 Movie Vector: [1.7875695811144656, -0.3804314947117001] User Vector: [1.762522996769211, -0.3127890078887496] Predicted: 3.2696272848398578 Movie Vector: [1.8073973117178344, 0.02095140927435065] User Vector: [1.995381499355076, -0.31720182260957075] Predicted: 3.599801332577803 Movie Vector: [2.0248458295811704, 0.15252131234253904] User Vector: [1.8958619970399142, -0.20953489891924582] Predicted: 3.806869720402975 Movie Vector: [1.7858757309015874, -0.38425328478039655] User Vector: [1.9451220078683622, -0.4662156491924809] Predicted: 3.6528910821129106 Movie Vector: [1.8772448869663056, 0.0709966110103738] User Vector: [1.9142628159972, -0.6737825705715338] Predicted: 3.5457038045720286 Movie Vector: [1.817444329592459, -0.46868404564225075] User Vector: [1.8710571799183122, -0.6008268471644039] Predicted: 3.6821402194452846 Movie Vector: [1.7568086908418747, -0.6448114102277834] User Vector: [1.8183452859705203, -0.018431103077301343] Predicted: 3.206369386911692 Movie Vector: [1.8141175702427321, -0.36863949112809175] User Vector: [2.1844030073947556, -0.17038342028030415] Predicted: 4.025573933554686 Movie Vector: [1.8783284266305416, -0.5928369532484472] User Vector: [1.78061600993542, 0.02664667478750815] Predicted: 3.3287845348799214 Movie Vector: [1.7647602749743616, -0.7265027954505208] User Vector: [1.7762131268813577, -0.6093963962935756] Predicted: 3.5773185516529713 Movie Vector: [2.3104820105357105, 0.3930568052288538] User Vector: [1.943663903408006, -0.8358743250970321] Predicted: 4.162254391556353 Movie Vector: [1.4186064107085792, 0.1516483099572944] User Vector: [1.626467809024153, -0.5165832048454574] Predicted: 2.2289786907256643 Movie Vector: [1.9543932481234116, -0.3492709686233489] User Vector: [2.0894826380043363, -0.3427452768795879] Predicted: 4.203381734633581 Movie Vector: [1.1476218008416745, -0.7898011136117095] User Vector: [1.3700496884775302, -0.26036162406616176] Predicted: 1.7779327913623661 Movie Vector: [2.1297813158494883, -0.38136887532582564] User Vector: [1.9918870606554382, 0.2955924916747737] Predicted: 4.129554068961542 Movie Vector: [1.6602774248204244, -0.14646814463014113] User Vector: [2.001868381015867, -0.4705729410839468] Predicted: 3.39258082605617 Movie Vector: [1.8247322273118223, -0.29245567413608325] User Vector: [1.8334750396387307, -0.25644800274343066] Predicted: 3.4206006663237947 Movie Vector: [2.014844609407102, 0.08201247908032414] User Vector: [1.7953313987678015, -0.0956015841888193] Predicted: 3.6094732679832857 Movie Vector: [1.7793977575767528, -1.2272030636808504] User Vector: [1.8624988870660324, -0.25577318832594365] Predicted: 3.628011983455513 Movie Vector: [2.1464121229847115, 0.21016151963353008] User Vector: [2.2062826223389163, 0.28499622195846497] Predicted: 4.795487006415355 Movie Vector: [1.8802973750291534, -0.2843614839436394] User Vector: [2.112255112492225, -0.0661984532375195] Predicted: 3.9904920338084344 Movie Vector: [2.040607430786657, -0.11560945090400052] User Vector: [1.9143925865171578, -0.4653841032366421] Predicted: 3.9603265381244395 Movie Vector: [2.1349959706123918, -0.07946951480142314] User Vector: [1.745070840518018, -0.13317379660874185] Predicted: 3.7363024699399086 Movie Vector: [1.5961196272569251, -1.595589616632419] User Vector: [1.8890156680617347, -0.6396237526770915] Predicted: 4.035672002312217 Movie Vector: [1.3913729482589274, -0.4887973153410513] User Vector: [2.2151319951286252, -0.3631313351980384] Predicted: 3.259572356605808 Movie Vector: [1.936957976619464, -0.28613723733753715] User Vector: [1.8995309114320027, 0.06474255059358154] Predicted: 3.660786296168425 Movie Vector: [1.9405466438650343, -0.18697332299138644] User Vector: [1.7662011407532454, -0.17280915367300625] Predicted: 3.4597063977848768 Movie Vector: [1.6393945797945089, -0.14155927954428638] User Vector: [1.91265848505128, -0.601550193881269] Predicted: 3.2207569654466033 Movie Vector: [2.158401789705168, 0.21171028300739408] User Vector: [2.012446497892662, -0.03973807747695434] Predicted: 4.335255163108604 Movie Vector: [2.1935961934351624, -0.5000966612369846] User Vector: [1.7367648144092394, -0.6523236102601077] Predicted: 4.13598554531737 Movie Vector: [2.072299633154828, 0.22754925704696022] User Vector: [1.4821555482535802, 0.15441497758036926] Predicted: 3.1066074123496232 Movie Vector: [1.9846125636663141, 0.8553971213472046] User Vector: [1.7656475449470748, -0.3412239663989157] Predicted: 3.2122443021162397 Movie Vector: [2.1411739117110327, 0.5969063552136556] User Vector: [2.2205997508622715, -0.38869040924107656] Predicted: 4.522678479411719 Movie Vector: [1.8586218033243633, 0.2153492730689343] User Vector: [2.06105987900315, -0.028281768244185247] Predicted: 3.8246403708398398 Movie Vector: [2.0701461259717426, -0.8492522805105902] User Vector: [1.467867134688935, 0.08822884622842843] Predicted: 2.96377091345123 Movie Vector: [1.625593971935512, -0.3677742970815951] User Vector: [1.7003273394307057, -0.06466318529564893] Predicted: 2.7878233308148666 Movie Vector: [1.4702466757353467, -0.7299535937913442] User Vector: [1.7235063032814197, 0.031426738709555604] Predicted: 2.511039352146242 Movie Vector: [2.3395094941376446, -0.07510505833480716] User Vector: [1.6860371216886565, -0.2958977926293778] Predicted: 3.9667232746356893 Movie Vector: [1.5059325689353238, -0.6292187338282986] User Vector: [2.0212928328836366, -0.32327685156915603] Predicted: 3.247342559615356 Movie Vector: [1.790479693358103, -1.1222025040690844] User Vector: [2.373515312072908, -0.5091047430642754] Predicted: 4.82104958564124 Movie Vector: [1.3247900642008867, -0.851136542979872] User Vector: [1.4338459466113405, -0.8315219657504123] Predicted: 2.6072835950060522 Movie Vector: [1.5093877125093813, -0.21502279805061694] User Vector: [2.054421525173701, -0.559279518006034] Predicted: 3.221176453266025 Movie Vector: [1.3057225425296344, -1.125709709537763] User Vector: [1.4369948377305461, -0.9902318688778309] Predicted: 2.9910301826129873 Movie Vector: [1.3944378850663754, -0.5860899141937624] User Vector: [2.0486675863369235, -1.1125595133846777] Predicted: 3.5087996060307756 Movie Vector: [1.6428365887227152, 0.06465519564547549] User Vector: [1.7032995033442597, -0.13161897030297928] Predicted: 2.7897328953715834 Movie Vector: [1.8426483515848773, -0.32949636933055737] User Vector: [1.8276004611629124, -0.46668730744661374] Predicted: 3.5213967505339148 Movie Vector: [1.6803615479509302, -0.3698570995126048] User Vector: [2.015753027071823, -0.34010955255094827] Predicted: 3.5129858094802056 Movie Vector: [2.068488474000421, 0.8391875041495767] User Vector: [1.4762851844974985, 0.15377038116683894] Predicted: 3.1827210708541895 Movie Vector: [1.739147895677842, -0.8115160483014335] User Vector: [2.0090482253020934, -0.479970166714311] Predicted: 3.8835354863440164 Movie Vector: [1.4429595294178992, -0.6152661388370452] User Vector: [1.854021859486342, -0.2726315806902421] Predicted: 2.843019489871236 Movie Vector: [2.0014683993666025, 0.7640500855647124] User Vector: [2.053576747040269, -1.296425987987385] Predicted: 3.1196345778250825 Movie Vector: [1.7823701471531095, -1.4031558321763729] User Vector: [1.9276346275490204, -0.2305089426495559] Predicted: 3.75919838200951 Movie Vector: [2.027765868794689, -0.5433986313998223] User Vector: [2.208853609202752, 0.18074901795862383] Predicted: 4.380819188919725 Movie Vector: [1.7106819033319947, -0.7922820598720042] User Vector: [1.7398520381084437, -0.3302529463211513] Predicted: 3.237986880657523 Movie Vector: [2.131726029821412, -0.2889713846392551] User Vector: [2.1515600812429434, 0.24253806201139982] Predicted: 4.516450070303098 Movie Vector: [1.6308117621548543, -0.43963425949023993] User Vector: [1.570614413633601, 0.4967675209102928] Predicted: 2.3429804383694277 Movie Vector: [1.6268559859529432, -0.681819258299539] User Vector: [1.7051118082310128, -0.3416905145440966] Predicted: 3.006942525134114 Movie Vector: [1.9113685218752232, -0.4382942950705416] User Vector: [1.6086506935153682, -0.4795986085174933] Predicted: 3.2849296323150092 Movie Vector: [1.863827135716245, -0.1413099409051674] User Vector: [1.8424312602119899, -0.1106076041267683] Predicted: 3.4496033324778006 Movie Vector: [1.9376232240563, -0.26594933367713663] User Vector: [1.798981717692645, -0.6954426225851505] Predicted: 3.6707012579411646 Movie Vector: [1.220790613100966, -1.4017823177204565] User Vector: [1.5753246939306413, -0.6879722567333516] Predicted: 2.88752894350773 Movie Vector: [2.0045540254441288, -0.2838333313654791] User Vector: [1.7573448453298108, -1.117268704005242] Predicted: 3.8398107820875613 Movie Vector: [1.9658673877424548, -0.056813978389548346] User Vector: [1.7061117962227368, 0.6068813485194795] Predicted: 3.3195101962171734 Movie Vector: [1.9450613753437034, 0.12704614500006844] User Vector: [2.182642987996979, 0.3152536199454827] Predicted: 4.285426329229084 Movie Vector: [1.779096392165866, -0.24215962319272716] User Vector: [1.7803716004341668, -0.28836017158894794] Predicted: 3.2372818815427644 Movie Vector: [2.194183430555954, 0.0062057958128339955] User Vector: [1.8159858395743058, 0.14881487123398782] Predicted: 3.9855295540229765 Movie Vector: [1.6789982487253647, -0.1540150289161494] User Vector: [1.5812916202104623, -0.5035270788627155] Predicted: 2.7325365986685664 Movie Vector: [1.9852103621535033, 0.5048508073892249] User Vector: [2.1682714965173875, -0.25444352814666804] Predicted: 4.176019022228593 Movie Vector: [2.0113057541816737, 0.6308045254599096] User Vector: [1.8086936609445885, -0.4572089247061738] Predicted: 3.3494265090244544 Movie Vector: [1.7475119704706952, -0.3713101848796971] User Vector: [2.0496410704752397, -0.4555459126914] Predicted: 3.7509211428864853 Movie Vector: [1.7873891583062151, -0.018858524982610238] User Vector: [1.7375677149980977, -0.4607022393469623] Predicted: 3.1143978603007727 Movie Vector: [2.0169539822098947, -0.3058961496036749] User Vector: [1.706960690866004, -1.767907160756787] Predicted: 3.983657156250206 Movie Vector: [1.2273278307656805, -0.22382389130817154] User Vector: [2.0378323927959703, -0.2056302639599163] Predicted: 2.5471133759645492 Movie Vector: [2.0990943949997596, -0.27381217809190095] User Vector: [1.899053673200302, 0.1904482162863052] Predicted: 3.9341458803033884 Movie Vector: [1.7959565686640235, -0.5732432589565143] User Vector: [2.0076664281486756, -0.3958510965961731] Predicted: 3.832600681994152 Movie Vector: [1.7281426012691472, -0.5791274027335566] User Vector: [1.682547454249718, 0.12589388206906027] Predicted: 2.8347733374031896 Movie Vector: [1.831897112098395, -0.2314220649813383] User Vector: [2.026558124422715, 0.4131811082656386] Predicted: 3.616826750343399 Movie Vector: [1.7136232112650254, -0.648868462105466] User Vector: [2.667267110513469, 0.21513183275926256] Predicted: 4.431098569747243 Movie Vector: [2.2902839295731274, -0.44298107969617534] User Vector: [1.9107521661189755, 0.761397652287336] Predicted: 4.0388802253709555 Movie Vector: [2.098256938003947, 0.15180342720661943] User Vector: [2.0147963202583683, -0.1631891575791714] Predicted: 4.202787684243464 Movie Vector: [1.1617781851947933, -1.0745152745557578] User Vector: [1.792465208508103, -0.006014233611666555] Predicted: 2.0889093628458326 Movie Vector: [2.1528792582258047, -0.2684183172394369] User Vector: [1.7614543988964322, 0.1855524755368831] Predicted: 3.7423929564515097 Movie Vector: [0.9161592753553612, -0.7328095224832248] User Vector: [2.0637117808400736, 0.27945322821165663] Predicted: 1.685902702954584 Movie Vector: [0.8244358123171587, -0.8724604765196717] User Vector: [1.759272433925481, -0.5269531173585813] Predicted: 1.9101529660247332 Movie Vector: [1.2868228077411974, -0.7628533606095513] User Vector: [1.887155873889622, -0.3804198623677996] Predicted: 2.7186397907338353 Movie Vector: [1.861251512709736, 0.04230019661079567] User Vector: [1.7489998770347976, -0.07199051369071119] Predicted: 3.25228345397693 Movie Vector: [1.1887098018968023, -0.5079414454640377] User Vector: [1.9452412893048294, 0.09088448229455606] Predicted: 2.2661633923440765 Movie Vector: [1.8418158264322093, -0.13998852488483765] User Vector: [1.936834130946158, 0.09447690170771687] Predicted: 3.554066073444955 Movie Vector: [1.693483753498773, -0.2963223156481855] User Vector: [1.9371958025386882, 0.4979492262094798] Predicted: 3.13305615115967 Movie Vector: [2.0251525423505714, -0.32802189006986104] User Vector: [1.05077449549992, -0.009656161054086208] Predicted: 2.1311460731985825 Movie Vector: [1.9906307799586727, -0.05507853233672154] User Vector: [1.8712738734692207, -0.48779849128166713] Predicted: 3.7518825952361827 Movie Vector: [1.9450101185613298, -0.568593951159047] User Vector: [1.7426087578327056, 0.021942680299443656] Predicted: 3.376915191387722 Movie Vector: [2.3894819075189937, -0.07305946299933905] User Vector: [1.9707669281888602, -0.46857795943230807] Predicted: 4.743345972933517 Movie Vector: [2.2895495584764833, -0.22388615426461947] User Vector: [2.089450531737324, 0.6444036687940119] Predicted: 4.639627483197342 Movie Vector: [1.8607119380435366, 0.5443072337031335] User Vector: [1.9653356333430907, -0.5465886119058339] Predicted: 3.3594113399037435 Movie Vector: [1.1099140037633444, -1.0743412553883418] User Vector: [1.7931902351808415, -0.20378779091941757] Predicted: 2.209224584568085 Movie Vector: [1.8177234954359986, -0.45666182937912847] User Vector: [1.4940965642510586, -0.2487469241961396] Predicted: 2.829447654745191 Movie Vector: [2.303809998475715, 0.3607461555628869] User Vector: [1.9067511705747153, -0.07180294394469244] Predicted: 4.366889775389158 Movie Vector: [1.7381099167524638, -0.28485132059866497] User Vector: [1.8103147111645401, -0.5183558894872619] Predicted: 3.2941803115785016 Movie Vector: [2.0557733046509465, -0.5979496597501799] User Vector: [1.65318241539495, 0.03656002314573566] Predicted: 3.3767072238868585 Movie Vector: [2.004226921505334, -0.18475175247931094] User Vector: [1.4073162172352174, -0.2860087021294032] Predicted: 2.873421658596612 Movie Vector: [1.5385599736356887, -0.709568795094456] User Vector: [2.134263539081484, -0.6274560716032511] Predicted: 3.7289157031230395 Movie Vector: [1.835294919834183, -0.2484791686990423] User Vector: [2.0633773476144883, -0.41363321315247875] Predicted: 3.8896852007282434 Movie Vector: [1.4453973987865036, -0.3475111241857826] User Vector: [1.7700908236915411, 0.49052446396329763] Predicted: 2.3880219642670992 Movie Vector: [1.9750689525028897, 0.5060408871629191] User Vector: [1.7565283933970144, -0.5951256882042248] Predicted: 3.168106762755916 Movie Vector: [1.6454896295843, 0.11860940789877472] User Vector: [1.7344751436184267, -0.243494191172498] Predicted: 2.8251801597540993 Movie Vector: [1.2873065815418157, -0.9103076605841047] User Vector: [1.8057254838572794, 0.06964582455077946] Predicted: 2.2611231722109846 Movie Vector: [1.5244302053803263, -0.36478008117121247] User Vector: [2.130691736402685, -0.4429691323888548] Predicted: 3.4096771573956572 Movie Vector: [2.1685126625727866, -0.0005934675675532805] User Vector: [1.4724966330446667, -0.06443564901604773] Predicted: 3.193165834821039 Movie Vector: [1.6231569449607464, -0.9161614740948649] User Vector: [1.9539099934442805, -0.24197370437300308] Predicted: 3.3931895613778558 Movie Vector: [2.3078398782804608, -0.10087523616427169] User Vector: [2.116253562979479, -0.0630290904983028] Predicted: 4.890332439586388 Movie Vector: [1.654420573359633, -0.17998047207258622] User Vector: [1.9988762455142401, -0.9377764591203706] Predicted: 3.4757634339896626 Movie Vector: [1.95403249737906, -0.23081955542886753] User Vector: [2.034622874204059, -0.9957499624345103] Predicted: 4.205557779752964 Movie Vector: [2.025855248999431, 1.270081422409714] User Vector: [1.7588496748318911, 0.025076386661408063] Predicted: 3.595023898798946 Movie Vector: [1.9889961585219982, -0.07417156145350781] User Vector: [1.7059591449746547, 0.46889402063086905] Predicted: 3.358367584283656 Movie Vector: [1.7865918097501678, 0.020952541913944068] User Vector: [1.9585040755385155, 0.18269332722965184] Predicted: 3.5028752303156128 Movie Vector: [0.9805452775711704, -0.5199192236630829] User Vector: [1.4698600252370484, 0.0874112871095044] Predicted: 1.3958174979034648 Movie Vector: [1.4926478262222727, -0.6270940294171844] User Vector: [2.0280083233748605, -0.10589411751852114] Predicted: 3.0935077842924272 Movie Vector: [2.002632906551351, -0.16149186118909706] User Vector: [2.0992293500778376, -0.5888285405853555] Predicted: 4.299076791804672 Movie Vector: [1.4640139775421266, -0.06497899986316] User Vector: [1.6133427303799308, -0.8485363057895692] Predicted: 2.417093348339984 Movie Vector: [1.8244946296739029, -0.45778913189443954] User Vector: [1.9912185990191995, -0.6832210611459231] Predicted: 3.945738816891312 Movie Vector: [1.8155407583720757, -0.3864300206012942] User Vector: [1.6125587350711295, -0.10484678140615504] Predicted: 2.968182052689313 Movie Vector: [1.3623728151211667, 0.061598187308728555] User Vector: [2.016513898214263, -0.4686440716063855] Predicted: 2.718376090937188
avg loss: 0.9313189422369227: 87%|███████████████████████████████████████▏ | 60976/70000 [01:26<00:12, 733.00it/s]
Movie Vector: [2.178604082059741, 0.062088132919121033] User Vector: [1.823148834924518, -0.12298597757442283] Predicted: 3.9642835242461874 Movie Vector: [1.4604850233568638, -0.6722243808017956] User Vector: [2.207760294614766, -0.41115102454938557] Predicted: 3.5007865883405374 Movie Vector: [0.9049787881499761, -2.624708590330366] User Vector: [1.2721967628828252, -0.6053507014430702] Predicted: 2.7401802710021608 Movie Vector: [1.422445729574616, -0.9897602800375991] User Vector: [2.15187532641315, -0.246181362902237] Predicted: 3.304586403319524 Movie Vector: [1.7070775961927294, -0.5351833972491047] User Vector: [2.019989581549826, -0.4077589768502119] Predicted: 3.6665047936959496 Movie Vector: [1.5253646872213813, -0.012339717460967122] User Vector: [1.1808644206657333, -0.12815751230734923] Predicted: 1.802830315172017 Movie Vector: [1.658232108736118, -0.43096151494171503] User Vector: [1.9620826053051188, -1.0045408162015086] Predicted: 3.6865068080805528 Movie Vector: [1.7720625068379032, -0.2945731247278558] User Vector: [2.0039417630413907, -0.6015783054082893] Predicted: 3.728318865364902 Movie Vector: [0.9896747258268193, -1.210491061997029] User Vector: [2.0548625138102414, -0.20753553642884645] Predicted: 2.284865406860837 Movie Vector: [1.1065999343920692, -0.8718462974706485] User Vector: [1.74005613813902, 0.2941006438178796] Predicted: 1.6691354509068046 Movie Vector: [2.308636652288403, -0.2621638853809734] User Vector: [1.759353267091535, -0.3609256519449944] Predicted: 4.1563291079784275 Movie Vector: [2.30955779521659, -0.21771545006962537] User Vector: [1.769376898320883, 0.01599224498095625] Predicted: 4.082996449379495 Movie Vector: [1.7646696731579967, 0.02344747042312862] User Vector: [1.9311936397891731, -0.8094332187941541] Predicted: 3.3889396876743887 Movie Vector: [1.6139287064820118, 0.0061709834311376235] User Vector: [1.3601680116504682, 0.4333642385353105] Predicted: 2.197888483176899 Movie Vector: [1.7889078952231807, -0.3780457163530777] User Vector: [1.8469192639763874, -0.09786326636068385] Predicted: 3.340965241803122 Movie Vector: [2.1569794825465665, -0.19537330802153133] User Vector: [1.7086257654198507, 0.457555614955753] Predicted: 3.596076565263309 Movie Vector: [1.652884647948945, -0.36522103743572554] User Vector: [1.8690900832692354, -0.6545961887240807] Predicted: 3.3284626034166154 Movie Vector: [2.0272019440836258, -0.6129381244427005] User Vector: [1.790829007092008, -0.40394056278899454] Predicted: 3.877962615640483 Movie Vector: [1.746837507772324, -0.6447103403680734] User Vector: [2.337618584241762, 0.1254104123601639] Predicted: 4.002586432180727 Movie Vector: [1.2612202174132634, -0.33777227507606145] User Vector: [1.8524489328099198, -0.21280498369925066] Predicted: 2.408225669277115 Movie Vector: [2.1322258147474757, -0.22558783763620924] User Vector: [1.5676270292431855, -0.17342884124693075] Predicted: 3.3816582569288647 Movie Vector: [1.7249780394873333, -0.5387968151150389] User Vector: [2.047014007631856, 0.29280929799166394] Predicted: 3.373289492493929 Movie Vector: [2.253692794329517, 0.15994749642174602] User Vector: [2.1706004171676043, 0.04941842005114546] Predicted: 4.899770872103572 Movie Vector: [1.8169041253207285, -0.3865186652089807] User Vector: [1.6860317363720358, 0.233907794978571] Predicted: 2.97294828853893 Movie Vector: [2.08795332909131, -0.7787412699930536] User Vector: [1.6704976266217897, -0.08369091949038146] Predicted: 3.5530946536749237 Movie Vector: [1.867338993112431, -0.46475903610220737] User Vector: [1.7098584025685248, -1.0060425763965732] Predicted: 3.660452645900991 Movie Vector: [1.8509168916103915, -0.2512981928584509] User Vector: [1.6369296731128091, 0.4598266764177354] Predicted: 2.9142671695308904 Movie Vector: [1.8941653975360337, 0.5350033368637177] User Vector: [2.0267089762062387, -0.4681831123764254] Predicted: 3.5884424862209094 Movie Vector: [2.3021020361640256, 0.3966606203791896] User Vector: [1.8071479172837919, -0.40088391176431737] Predicted: 4.001224038888125 Movie Vector: [1.8397780530285968, -0.31490116233777543] User Vector: [2.5855892064968145, 0.8350190519664112] Predicted: 4.493961806222053 Movie Vector: [2.0425727705141274, 0.6229007221654005] User Vector: [2.213752559625771, -0.22992511528300041] Predicted: 4.378530178593809 Movie Vector: [1.9334574069152723, 0.9711181564880297] User Vector: [2.1685635500499028, -0.34677157273279113] Predicted: 3.85606908777574 Movie Vector: [1.9969833016101752, -0.2518397957111832] User Vector: [2.1571450381023016, 0.45623701142503126] Predicted: 4.192883984488381 Movie Vector: [1.799782453929926, -0.6378220531343743] User Vector: [1.9654451456729651, -0.4334902000064842] Predicted: 3.8138632967257164 Movie Vector: [2.309442531216251, 0.15697549300470345] User Vector: [1.9293800380104362, -0.42120200173365835] Predicted: 4.389673926784219 Movie Vector: [2.0407878647611, -0.5205649928015832] User Vector: [2.124424596483138, 1.3609133489105358] Predicted: 3.6270560884235925 Movie Vector: [1.511527048337297, -0.494902447749806] User Vector: [1.7231286853806662, 0.027637381452238863] Predicted: 2.590877807988657 Movie Vector: [0.6973365209481033, -1.549344801152298] User Vector: [1.9220427367085604, -0.4008946169341528] Predicted: 1.9614345856867903 Movie Vector: [2.0029680663107032, -0.05829458197774664] User Vector: [1.7435358726467343, -0.389641165923032] Predicted: 3.514960644267379 Movie Vector: [1.799543318801935, 0.029501340825332904] User Vector: [2.1989829126062928, -0.4080359818439049] Predicted: 3.9451273999708967 Movie Vector: [1.68534252013701, -0.09406832591982064] User Vector: [1.998878211767803, -0.7911352104689819] Predicted: 3.443215207692751 Movie Vector: [1.7474119724035182, -0.48767741224307215] User Vector: [1.837131113118452, -0.8690583016487468] Predicted: 3.634045005574605 Movie Vector: [2.3567590941531007, -0.2394490305805898] User Vector: [1.749785087383772, 0.2864355897060007] Predicted: 4.055235193226301 Movie Vector: [1.9939942453760273, -0.4000916978799934] User Vector: [2.072152030253322, 0.026294478891124094] Predicted: 4.121339021164957 Movie Vector: [1.7079559291439987, -0.45489019788709767] User Vector: [2.147307140275394, 1.149115500925396] Predicted: 3.1447845843155187 Movie Vector: [1.4270318369220718, -0.8918547999909995] User Vector: [2.0463915395270047, -0.15323769652268154] Predicted: 3.056931652896326 Movie Vector: [2.0634127212691844, -0.053717682818227905] User Vector: [1.7664852698925941, -0.6086150432783378] Predicted: 3.6776815676842354 Movie Vector: [2.351943518058086, -0.3303532472326092] User Vector: [2.1339663797918393, -0.41284165145577373] Predicted: 5.155351974856584 Movie Vector: [1.723996857718235, -0.5005307514565405] User Vector: [1.7780330354668086, -0.3324842682056559] Predicted: 3.231741966676448 Movie Vector: [1.972138707501042, -0.14333953015813944] User Vector: [1.9189512873760532, -0.06934977904970221] Predicted: 3.794378676388825 Movie Vector: [1.804121021122187, -0.34688973990882715] User Vector: [1.8634506835876854, -0.2771076323590383] Predicted: 3.4580163446008303 Movie Vector: [2.1854528865251095, -0.3233955990773472] User Vector: [1.2521689560475575, -0.28688305298194366] Predicted: 2.8293329761955013 Movie Vector: [2.0437494285070983, -0.47504025717643406] User Vector: [1.8277940965218469, 0.0436152189824593] Predicted: 3.7148341553529387 Movie Vector: [1.847298011904014, -1.2365276676621093] User Vector: [1.7744431186363765, -0.024216203173089534] Predicted: 3.307869250522989 Movie Vector: [1.315714332097528, -0.19120955420787503] User Vector: [2.008136010480817, -1.017481002117118] Predicted: 2.836685418620559 Movie Vector: [2.211554560033571, -0.2645395033733829] User Vector: [2.065722941092065, 0.027584465160800705] Predicted: 4.561161809423657 Movie Vector: [1.1326100830242214, -0.7233556995279155] User Vector: [1.5078752271065632, -0.900230323723649] Predicted: 2.359021421716693 Movie Vector: [2.043809317376933, -0.5347851720154986] User Vector: [2.092747286587497, -0.43277549754509664] Predicted: 4.508618322141569 Movie Vector: [1.8420375126643753, -0.6536106460117251] User Vector: [1.2756208156747642, -0.745324990358625] Predicted: 2.8368937428454277 Movie Vector: [1.7434830921757214, -1.3985056698491944] User Vector: [1.4728062511539906, -0.397969249636828] Predicted: 3.1243750489804247 Movie Vector: [1.9326805771010886, -0.48079765946184894] User Vector: [1.6779286618817795, -1.4460807953161074] Predicted: 3.938172396360849 Movie Vector: [1.7814660619839304, -0.24104155772390712] User Vector: [1.3201518885763672, -0.29694292722025145] Predicted: 2.423381371895055 Movie Vector: [1.9275571785821546, -0.5688137160836332] User Vector: [1.7806499947551266, 0.03874379026823783] Predicted: 3.410266680614879 Movie Vector: [1.3331731010289507, -0.4882533349073877] User Vector: [1.752687752254505, -0.07650920241531553] Predicted: 2.3739920390389817 Movie Vector: [1.0624918339167422, -0.4514976984346014] User Vector: [1.9447791742166385, -0.17585609597135032] Predicted: 2.1457106139632827 Movie Vector: [2.161079456487025, -0.2318930022729837] User Vector: [2.1708103042457276, -0.346483970700542] Predicted: 4.771640760641003 Movie Vector: [2.015525771904658, -0.5289361975394343] User Vector: [2.0630415818404226, -0.32564372210729986] Predicted: 4.330358228834348 Movie Vector: [1.8134602873978611, -0.5261401235639249] User Vector: [2.0393143873045525, -0.8760007767323034] Predicted: 4.159114811807935 Movie Vector: [1.8503770844510643, -0.4039083227034889] User Vector: [1.3981223442537618, 0.054509604387917535] Predicted: 2.5650366641866085 Movie Vector: [2.266431434895283, -0.2670137634085069] User Vector: [2.114096847252194, -0.43899815031963435] Predicted: 4.908674099271604 Movie Vector: [1.9496426186009024, -0.3703918931932892] User Vector: [1.944176265108205, -0.2977218823081646] Predicted: 3.900722676160474 Movie Vector: [1.7045519839038912, -0.6173554929706822] User Vector: [1.9490071862154137, -0.15787047276130198] Predicted: 3.419646269443492 Movie Vector: [1.815297538380563, -0.5019827636161344] User Vector: [2.158986297889089, -0.2568048094061416] Predicted: 4.048114099891038 Movie Vector: [1.9993455240989417, -0.46363207359954456] User Vector: [1.6438509507427415, -0.7666580641665943] Predicted: 3.642073308684661 Movie Vector: [1.870783317286153, 0.24802936875403103] User Vector: [1.933702417782544, -0.8375689627083284] Predicted: 3.409796522674967 Movie Vector: [1.8398067608415085, -0.15571555537144716] User Vector: [1.8321802878352382, -0.6913023714047922] Predicted: 3.478504213332708 Movie Vector: [1.5344143896766917, -0.9528793044806881] User Vector: [1.5682889882078535, -0.20053086755192331] Predicted: 2.5974869042774156 Movie Vector: [1.8627721120745155, -0.5930697513658143] User Vector: [1.7463260430350402, 0.28678703199727856] Predicted: 3.082922737793547 Movie Vector: [1.0490453388608114, -1.121922699879751] User Vector: [1.701086115830824, -0.4097807538984512] Predicted: 2.2442587905856786 Movie Vector: [1.5696291557260786, -0.3236666732855603] User Vector: [1.8276242806881602, -0.3864677047602935] Predicted: 2.993779073013109 Movie Vector: [2.000169773808182, -0.674670454006515] User Vector: [1.7874108940857825, 0.7007816991987649] Predicted: 3.1023285365679523 Movie Vector: [1.4590697296808373, -1.073337026694363] User Vector: [1.4813916923436652, -0.6042783139651929] Predicted: 2.810048064906592 Movie Vector: [1.8518642053919943, 0.47218580580192865] User Vector: [1.9668336876934265, -0.4186562336340657] Predicted: 3.444625373166091 Movie Vector: [2.3329410971624993, -0.2940808172241224] User Vector: [1.7978666973629809, -0.3498788236879536] Predicted: 4.297209755897479 Movie Vector: [2.12708203338558, -0.5963726717851776] User Vector: [1.9579868496271404, -0.3170228076838847] Predicted: 4.3538623882824 Movie Vector: [2.026247032075379, 0.21134199917582294] User Vector: [1.4595469614825025, 0.09287963234913789] Predicted: 2.9770320660619403 Movie Vector: [1.5088587250380514, -0.8066958490560778] User Vector: [1.8512900410400468, -0.6240374769746404] Predicted: 3.296743573330197 Movie Vector: [2.1077908078196486, -0.7797351156643599] User Vector: [1.7788494307242602, -0.43118506923699335] Predicted: 4.085652618410062 Movie Vector: [1.6445240892133732, -1.6119794455398027] User Vector: [1.8510342853273067, -0.47087766746569026] Predicted: 3.8031155934990353 Movie Vector: [1.8816377730960316, 0.009149550999052963] User Vector: [1.818219739663109, 0.0036363724992897013] Predicted: 3.4212642131145725 Movie Vector: [1.7359024806994543, -0.39429569649098345] User Vector: [2.4803790016910416, -0.5164379300219227] Predicted: 4.509325315422671 Movie Vector: [0.9457398312740288, -2.354406675358007] User Vector: [1.2303504014831792, -0.4839837637005272] Predicted: 2.303085985128049 Movie Vector: [2.113717969877801, 0.13947233248910063] User Vector: [2.115982393456493, 0.025812129477545166] Predicted: 4.4761900868987725 Movie Vector: [1.6461286907799728, -0.4484194379801265] User Vector: [1.9443829823557786, -0.8671801895023044] Predicted: 3.5895650663242997 Movie Vector: [2.0567197052672195, -0.3219438873503669] User Vector: [1.1976035300088144, -0.4024608646464896] Predicted: 2.592704594537391 Movie Vector: [1.9862015922605232, 0.32498700461135016] User Vector: [1.8564493502207204, 0.05261714253568292] Predicted: 3.704382542903289 Movie Vector: [1.6440365432706696, -0.4011813569157457] User Vector: [1.8705855845692774, -0.6463962752932062] Predicted: 3.334633193174632 Movie Vector: [1.8555022397669911, -0.40094168165235616] User Vector: [2.078126250210921, -0.41824704222467857] Predicted: 4.023660584240629 Movie Vector: [1.5173821074016094, -0.13900266341700643] User Vector: [1.6227407019992208, -0.5548076617418269] Predicted: 2.5394374488322207 Movie Vector: [2.034045939197504, -0.6014931289799227] User Vector: [2.0874819757799967, -0.2754481062038346] Predicted: 4.411714379255423 Movie Vector: [1.7066048013051385, 0.06389301604103897] User Vector: [1.9299149115575662, -0.6805094150896402] Predicted: 3.250122255200124 Movie Vector: [2.31400683564391, -0.1010589087262745] User Vector: [1.6580163079499666, -0.704952119573922] Predicted: 3.9079027621137157 Movie Vector: [1.9002141676147435, -0.47062618607605117] User Vector: [2.062627793038271, -0.31642230135433513] Predicted: 4.068351175723051 Movie Vector: [1.843834459469465, 0.18290313203528957] User Vector: [2.019401741486067, 0.2720247169972195] Predicted: 3.773196691194463 Movie Vector: [1.5935425539863755, 0.34198395960203004] User Vector: [2.1158694095155703, -0.8120854341205257] Predicted: 3.094007750445415 Movie Vector: [1.600167617642164, 0.16239036426461978] User Vector: [1.1105602189501724, -0.3888357402027942] Predicted: 1.7139393223150226 Movie Vector: [1.6347595541041302, -0.4717582593672249] User Vector: [2.0505717150656277, -0.035998504726456645] Predicted: 3.3691742945088032 Movie Vector: [1.7603114568356018, -0.5371040356896635] User Vector: [2.2488457646615876, -0.8252298432115371] Predicted: 4.401903243350477 Movie Vector: [1.7680300418451886, -0.1267951871686127] User Vector: [2.0726072976699226, -0.08391055381423629] Predicted: 3.6750714216042946 Movie Vector: [1.509128395797175, -1.1251215926727434] User Vector: [1.8408138862591141, -0.18993109930084756] Predicted: 2.991720088074835 Movie Vector: [1.4337205085143399, -0.6240170912042136] User Vector: [1.9369514887996528, -0.2324017842565276] Predicted: 2.922069758891874 Movie Vector: [2.0053903500442702, -0.5432407565712826] User Vector: [1.8704406936174842, 0.006481222997191759] Predicted: 3.747442852826113 Movie Vector: [1.6400550205212434, -0.16014520601073967] User Vector: [1.7767620067377947, -0.45867327913055717] Predicted: 2.987441776199704 Movie Vector: [1.8095036120254249, -0.6399661103096101] User Vector: [2.0545749322106714, 0.043860558850561525] Predicted: 3.689691489768503 Movie Vector: [1.0806217080979137, -0.91845007200894] User Vector: [1.926184670543701, -0.044939043714874734] Predicted: 2.122751236730891 Movie Vector: [1.862475526362463, 0.5423239056730703] User Vector: [2.227334060962887, -0.31725289287486025] Predicted: 3.9763013496269215 Movie Vector: [1.8217757467133688, -0.3865019474779741] User Vector: [1.1483240487526294, -0.12789427099932213] Predicted: 2.141420286197754 Movie Vector: [1.4852950038269914, -0.9293688157225813] User Vector: [2.1032133459392575, 0.1665595300204764] Predicted: 2.969097041543389 Movie Vector: [1.5812331156048696, -0.6726768067787882] User Vector: [1.6957279263368523, -1.407675043511272] Predicted: 3.6282515054311597 Movie Vector: [1.470713126483848, -0.2733090700562367] User Vector: [1.7927222177425923, 0.46565854299752646] Predicted: 2.5093113944228698 Movie Vector: [1.4815751569874493, -0.7086263525256814] User Vector: [1.7365226265743305, -0.0722740810345311] Predicted: 2.624004101504767 Movie Vector: [1.9720096410337602, -0.43471526705110164] User Vector: [2.205213349040918, 0.3088544622888823] Predicted: 4.214438234791201 Movie Vector: [2.220653748320393, -0.03978291308652112] User Vector: [1.6983949393202138, -0.24609490745276952] Predicted: 3.7813374604440484 Movie Vector: [2.0090474219559162, -0.38087909244590845] User Vector: [2.087872501638765, -0.08500530579728315] Predicted: 4.2270116105151665 Movie Vector: [1.410739457887318, -0.9980921647432853] User Vector: [1.8309997815966523, 0.051773324574527775] Predicted: 2.531389089680912 Movie Vector: [2.0368906644412346, -0.3009411616390193] User Vector: [1.6952924716377475, -0.0929386209729674] Predicted: 3.4810944655331677 Movie Vector: [2.0129903974684122, 0.07549197396399378] User Vector: [0.989904748775286, 0.00020315025760055117] Predicted: 1.9926840899069893 Movie Vector: [2.1798463526990335, -0.3608310689190221] User Vector: [1.8558034687018816, -0.325475859422497] Predicted: 4.162808224838769 Movie Vector: [1.374816616565757, -1.3569669584631696] User Vector: [2.112449923608061, -0.7463938319944924] Predicted: 3.9170630246566622 Movie Vector: [1.9236193499609697, -0.1752917265980489] User Vector: [2.034535185148737, -0.03137068932639391] Predicted: 3.91917027262513 Movie Vector: [1.2831767870692141, -0.40930011116078147] User Vector: [2.053573237653837, -0.3658071024739718] Predicted: 2.784822396809975 Movie Vector: [2.0316029347336695, -0.042758115286615196] User Vector: [2.5240476730414936, -0.10093328014244639] Predicted: 5.132178376787374 Movie Vector: [1.8274142600105285, -0.43634985424601763] User Vector: [1.5486099207653743, -0.5005291764593716] Predicted: 3.048357685594346 Movie Vector: [1.252451325258213, 0.41541204284205396] User Vector: [1.816512329687032, -0.22636241220098555] Predicted: 2.181059602589341 Movie Vector: [1.4952841275569109, -0.3188447380980635] User Vector: [1.451380585596306, -0.5738586164430941] Predicted: 2.353198152951526 Movie Vector: [1.9703860392772055, -0.20218656070913804] User Vector: [2.1484554202204165, -0.22684792945472212] Predicted: 4.279152168672191 Movie Vector: [1.9682413612257652, -0.5433694807171346] User Vector: [1.7912364046519285, -0.6700940571971766] Predicted: 3.889694239260125 Movie Vector: [1.67004159506416, 0.059296684153986194] User Vector: [1.8416624737091276, -0.01628866001398116] Predicted: 3.0746870716348575 Movie Vector: [2.0681010162790927, 0.22711183377414712] User Vector: [1.89793920221833, -1.0009595261823494] Predicted: 3.6978002394186835 Movie Vector: [1.6167822647424228, -0.4844349845041294] User Vector: [1.842913094839482, -0.5236982976685228] Predicted: 3.233286983913935 Movie Vector: [1.501021146370145, 0.9501706723387371] User Vector: [2.226588586457463, -0.028157414335331542] Predicted: 3.31540220322874 Movie Vector: [2.1218273597009887, 0.0014494558066313046] User Vector: [2.012196992127845, -0.6197756732612065] Predicted: 4.268636293556479 Movie Vector: [1.9513824287965267, -0.06196642586562604] User Vector: [1.9875911148172372, -0.15698216442716495] Predicted: 3.888278000740658
avg loss: 0.9312063914409617: 87%|███████████████████████████████████████▎ | 61124/70000 [01:26<00:12, 715.74it/s]
Movie Vector: [1.751012297804845, -0.8613770222263415] User Vector: [1.9873769776060555, -0.1964288696117324] Predicted: 3.6491208429478674 Movie Vector: [1.9276896017238714, 0.5985633058793677] User Vector: [1.7185765193697937, -0.3079568772116976] Predicted: 3.1285503996638346 Movie Vector: [1.4670372187855667, -0.7258348889055668] User Vector: [1.7644495760928451, -0.6907028981976169] Predicted: 3.08984946017864 Movie Vector: [1.4808992028337016, -0.2641548754855725] User Vector: [1.929726619584883, -0.07013295472098582] Predicted: 2.8762565745519844 Movie Vector: [1.6013379278158233, -0.6928135585455777] User Vector: [1.9592298177303116, -0.6401296048334102] Predicted: 3.5808794858942394 Movie Vector: [1.5344486651480933, -1.244953529277296] User Vector: [1.8411459159866268, -0.19017864206584625] Predicted: 3.061907464761582 Movie Vector: [1.9031106105764801, -0.3632662033753248] User Vector: [1.6913057426339224, 0.5063897338514811] Predicted: 3.034787628491083 Movie Vector: [1.3092178203388432, -1.440400048753592] User Vector: [1.7233779018922222, -0.09708811321300956] Predicted: 2.3961227833408767 Movie Vector: [1.967222643268513, 0.5086992786813966] User Vector: [2.1192780902244492, -0.284850619685975] Predicted: 4.024188541706183 Movie Vector: [1.6446004457075236, -1.0558649600121923] User Vector: [1.644475079275379, -0.050134779439835804] Predicted: 2.757440005219666 Movie Vector: [1.0292051477747894, -1.6601692698255408] User Vector: [1.5893636997356853, -0.3114094640026665] Predicted: 2.152773723924422 Movie Vector: [1.6473765610175843, -0.5508889816407361] User Vector: [2.101359013069339, -0.039588073384835505] Predicted: 3.4835382178455636 Movie Vector: [1.0668329685795013, -1.0089555417191078] User Vector: [2.1316793178791857, -0.16066594739351078] Predicted: 2.4362505727408115 Movie Vector: [1.6543281849638387, -0.49510436145924097] User Vector: [1.9739465163337044, -0.0780206632816484] Predicted: 3.304183728256717 Movie Vector: [1.9369068681113832, -0.3235439768772948] User Vector: [1.5851452418173395, -0.10197072828737823] Predicted: 3.1032707207852566 Movie Vector: [2.0702100686024454, -0.8787922657204259] User Vector: [2.0034898953021774, -0.16400714799145952] Predicted: 4.291773166775587 Movie Vector: [1.6858866384414068, 0.05059109777531343] User Vector: [1.6156687306438737, 0.11819530990988245] Predicted: 2.729813955620329 Movie Vector: [2.1001738228008557, -0.4842066105216733] User Vector: [2.0733705190372334, -1.2398902194363461] Predicted: 4.9548015296212675 Movie Vector: [1.8698387266210632, -0.5749216931800648] User Vector: [1.8853170160921087, -0.7501851790054289] Predicted: 3.956536501959082 Movie Vector: [1.8138114646605805, -0.3982423926247064] User Vector: [1.9133244189922858, -0.7442335749033301] Predicted: 3.766795126324393 Movie Vector: [1.0738696472514078, -1.1396280344567227] User Vector: [2.0736688990017536, -0.23053800440010846] Predicted: 2.489577661909299 Movie Vector: [1.8800331893761855, 0.07327999902428252] User Vector: [2.0086839795560167, -0.3030620330044686] Predicted: 3.754184163050682 Movie Vector: [1.881908050096931, 0.09430241305681747] User Vector: [1.638247284655618, -0.19933932642826652] Predicted: 3.06423257354354 Movie Vector: [2.199809286064498, 0.37110247677726843] User Vector: [1.674817267287149, -0.1386193211913888] Predicted: 3.632836603616129 Movie Vector: [1.993580785962728, 0.2868719398291236] User Vector: [1.8247917575072725, -0.5177780993509038] Predicted: 3.4893337783878255 Movie Vector: [2.016080631675643, -0.2671497487549748] User Vector: [1.90412139027954, -0.740428875663758] Predicted: 4.03666764340638 Movie Vector: [1.813459065405509, 0.21596899406787573] User Vector: [1.8466918386148954, -0.482441131411037] Predicted: 3.2447077298987397 Movie Vector: [2.10266397399889, -0.48569573853184395] User Vector: [1.7393337587462019, -0.505852983438886] Predicted: 3.902925071655602 Movie Vector: [1.860906147002135, 0.00705818360065447] User Vector: [1.698775454623747, -0.0849966595977157] Predicted: 3.1606617638567944 Movie Vector: [2.0061419507106453, 0.2641641090623097] User Vector: [2.1732972534505426, -0.6683803687878278] Predicted: 4.183380686875784 Movie Vector: [2.217690035355113, 0.06076914306224128] User Vector: [1.4662421073677867, 0.14969589637448963] Predicted: 3.2607674022702344 Movie Vector: [1.8327817947078304, -1.2363295617542696] User Vector: [2.1857757796969097, -0.5629417611712629] Predicted: 4.702031597223854 Movie Vector: [1.6434123261306586, -0.8343895314541679] User Vector: [2.1808665870165047, -0.04122857558708783] Predicted: 3.6184637226160574 Movie Vector: [1.8475661395375305, -0.6568409349191314] User Vector: [1.6026607951629086, -0.17713538651217484] Predicted: 3.0773715911912025 Movie Vector: [2.2241845123818362, -0.11819270940325771] User Vector: [2.1806914413723266, -0.2290970437074369] Predicted: 4.87733773049601 Movie Vector: [1.3195640000953557, 1.0844973961364095] User Vector: [2.003702678228117, -0.20445998590098954] Predicted: 2.4222775987607608 Movie Vector: [1.9873127549061786, -0.3360924471287506] User Vector: [2.1671456091054817, -0.2629210102818865] Predicted: 4.395161876461446 Movie Vector: [1.48104837532294, -0.8891747224351786] User Vector: [2.061896058682284, 0.23816509748390882] Predicted: 2.8419974233471677 Movie Vector: [1.8790547132619677, -0.3595016098932714] User Vector: [1.6787494347280476, -0.04030783370162679] Predicted: 3.168952768818647 Movie Vector: [1.865195671728666, -0.16529507896975765] User Vector: [1.8201643369230807, -0.10891939090473766] Predicted: 3.4129664823847436 Movie Vector: [1.4265670875905407, -0.6157003720006496] User Vector: [1.919768172854002, -0.25680216132427963] Predicted: 2.896791277455277 Movie Vector: [2.1824139876259694, -0.2724332611423285] User Vector: [2.104632047259943, 0.39386005185934087] Predicted: 4.485877840384253 Movie Vector: [2.1132020183154605, 0.09024466878419202] User Vector: [1.6398818113791895, -0.39289819023134026] Predicted: 3.429944586561981 Movie Vector: [1.2700708141526595, -0.890558672360924] User Vector: [1.5909935997840967, -0.4333307814499172] Predicted: 2.4065810220106183 Movie Vector: [2.281709813671229, -0.007902128105051042] User Vector: [1.9185723705025746, -0.6809340647548812] Predicted: 4.383006234224983 Movie Vector: [2.095021738934474, -0.4630723943323247] User Vector: [1.851258718200644, 0.3544392037234709] Predicted: 3.714296248308848 Movie Vector: [2.109918235128636, -0.30350787206154817] User Vector: [1.9010669027189042, -0.8561428272728266] Predicted: 4.270941811932466 Movie Vector: [1.9853216523668191, 0.09901047233384268] User Vector: [1.8993510390941557, 0.1676289749019507] Predicted: 3.787419767340924 Movie Vector: [1.801685211505129, -0.6517699080711011] User Vector: [1.987439533503181, -0.15719386173375402] Predicted: 3.6831946450848836 Movie Vector: [1.8332476265167976, -0.47375874093631326] User Vector: [1.7819601250332806, -0.7312472698748832] Predicted: 3.613208955653879 Movie Vector: [1.6370134840217143, -0.4354907122720881] User Vector: [1.668824869983644, -0.1329757480738406] Predicted: 2.7897985178776 Movie Vector: [1.7346299396844946, -0.4932083088904192] User Vector: [1.6909323985724192, -0.16555694621516284] Predicted: 3.014796026014076 Movie Vector: [1.9777527893737343, -0.27308564590795914] User Vector: [1.7337385356278199, 0.47661973931582025] Predicted: 3.2987482155191103 Movie Vector: [1.655598937885109, -0.49635260530632397] User Vector: [1.553546100995081, -1.3312665314441685] Predicted: 3.232826886002435 Movie Vector: [2.003491434994175, 0.15943291238181598] User Vector: [1.7748641733519788, -0.0846309621093832] Predicted: 3.542432208821932 Movie Vector: [1.870094995542536, -1.1119111617365125] User Vector: [2.029577688907224, 0.1835268544264946] Predicted: 3.5914375211749743 Movie Vector: [1.7007031328715612, 0.3008549821551152] User Vector: [2.11959683358575, -0.43964611699844364] Predicted: 3.472535250619793 Movie Vector: [1.3009317843181605, -0.7656975003024195] User Vector: [1.7653796163947877, -0.005546940995353793] Predicted: 2.300885733209848 Movie Vector: [2.1501787522792952, 0.0659778533844626] User Vector: [2.0735654910994312, -0.07112697254869531] Predicted: 4.45384365545508 Movie Vector: [2.0158095257975366, 0.033442060658268075] User Vector: [2.1031855418329615, -0.27175268272620917] Predicted: 4.230533480046761 Movie Vector: [1.942088999411961, 0.09660096185863738] User Vector: [1.7596364858537215, 0.044944785091621905] Predicted: 3.4217123716108135 Movie Vector: [1.7960267060188784, 0.010304601931086422] User Vector: [2.2474830490786157, -0.21963870270447536] Predicted: 4.0342762880699015 Movie Vector: [2.275408105905906, 0.22257337745595973] User Vector: [2.0126281758852884, -0.37097168175720335] Predicted: 4.496982045434785 Movie Vector: [1.5706340789815398, -0.0076231531157476135] User Vector: [2.2477087933385835, -0.9061503284291331] Predicted: 3.5372357531435545 Movie Vector: [2.109729788552857, -0.07008522389745972] User Vector: [2.068595714014375, -0.7950265314588025] Predicted: 4.4198976107906045 Movie Vector: [1.6193563786558225, 0.023234026029199224] User Vector: [2.155360058572897, -0.9881045406398887] Predicted: 3.467338412533211 Movie Vector: [1.9478144907511867, -0.6951971411516549] User Vector: [1.5798301470990888, -0.10108288648613606] Predicted: 3.1474885871497027 Movie Vector: [1.0764146670184591, -1.9539697609661388] User Vector: [1.9097176817416, 0.09653790676033061] Predicted: 1.8670159718944934 Movie Vector: [1.5999644056777553, -0.2581861902957582] User Vector: [2.0498800809022955, 0.17145556589672606] Predicted: 3.2354677059876313 Movie Vector: [1.8042409033554567, -0.28958955434248407] User Vector: [1.92985695384662, -0.2444904653523826] Predicted: 3.5527287386574185 Movie Vector: [1.8935878400151778, -0.16699407812796518] User Vector: [1.6417142613427218, -0.0947938917774028] Predicted: 3.124560180627607 Movie Vector: [1.4120416891706176, -0.6874967648256158] User Vector: [1.7609470476945626, -0.6889699787608758] Predicted: 2.9601952752267175 Movie Vector: [1.7722716906620055, -0.9626074722796326] User Vector: [2.0783264262576746, -0.5855025823955913] Predicted: 4.2469682500642305 Movie Vector: [2.0327862705039585, -0.31978867635550096] User Vector: [2.0450566309762146, 0.05990608618643023] Predicted: 4.138005753844332 Movie Vector: [1.4680229026745868, 0.34102417068831326] User Vector: [1.8877706857226242, -0.9852277313367437] Predicted: 2.4353041316202804 Movie Vector: [0.7822644373313052, -0.7659868557966747] User Vector: [1.6140937168426848, -0.10517349565636917] Predicted: 1.3432096284569055 Movie Vector: [2.0546769890527252, -0.8775207164690683] User Vector: [1.9375615866749454, -0.27101594665223816] Predicted: 4.218885314694313 Movie Vector: [1.8998246038517208, -0.4843305998784604] User Vector: [1.741505585381752, -0.22288028542107574] Predicted: 3.4165029011925183 Movie Vector: [1.8995616118975374, 0.11565677310004485] User Vector: [1.0802037089129148, -0.39191642041929337] Predicted: 2.006585709969699 Movie Vector: [2.2514528549759594, -0.3174845954023257] User Vector: [1.7623168860623861, -0.5881824599509342] Predicted: 4.154512254817768 Movie Vector: [2.1949123309192293, -0.5555725592208415] User Vector: [1.7813247728179413, 0.20097990207581629] Predicted: 3.7981927906817785 Movie Vector: [2.115204757070059, 0.17914496207826222] User Vector: [1.9606263132346056, -0.5688750910608071] Predicted: 4.045214997975213 Movie Vector: [2.0866493484911133, -0.06121468332613593] User Vector: [2.176869804727372, -0.09494229145395798] Predicted: 4.548175822089958 Movie Vector: [1.579860863810573, -0.787834096291491] User Vector: [2.128839779516949, -0.22634165701733458] Predicted: 3.5415903277913268 Movie Vector: [1.4210896627465586, -0.25261072719026156] User Vector: [1.9135213633036947, 0.08963324540592502] Predicted: 2.6966431095331687 Movie Vector: [1.79897562591259, -0.38956504414095366] User Vector: [1.9306122572660702, 0.02725205350776154] Predicted: 3.4625079464820643 Movie Vector: [1.6558016844937486, -0.10100149512831974] User Vector: [1.141478130816967, -0.1264418635780567] Predicted: 1.9028322290877044 Movie Vector: [1.469095252442889, 0.4641476413599524] User Vector: [1.8671635667527466, 0.35092368110924677] Predicted: 2.9059215303350006 Movie Vector: [1.8495267622544262, 0.04278279859336651] User Vector: [1.8485662423719278, 0.039345128309053325] Predicted: 3.420656031767059 Movie Vector: [1.965860500292136, 0.5088823633236206] User Vector: [1.4508754571179712, 0.14927481941940066] Predicted: 2.9281820748823675 Movie Vector: [2.1340185892920402, -0.18063405172985017] User Vector: [2.28694403286075, -0.35551396258513446] Predicted: 4.944599006303635 Movie Vector: [2.1649470128429438, 0.16471226264372] User Vector: [1.945332219172326, -0.11395420405719908] Predicted: 4.192771522096236 Movie Vector: [1.8964550503674762, -0.892836112294632] User Vector: [1.886269273466248, 0.02140816394860176] Predicted: 3.5581109081468205 Movie Vector: [1.756453128235722, -0.5924598780192939] User Vector: [1.9547319522878486, -0.14536170755620137] Predicted: 3.5195160319857353 Movie Vector: [1.9717101850337249, -0.11778131120497767] User Vector: [1.6779683830861265, -0.13540817460699703] Predicted: 3.324415903448571 Movie Vector: [1.921774195655349, -0.12259768913745853] User Vector: [1.9003741811541388, -0.615673394377968] Predicted: 3.727570198845841 Movie Vector: [2.0533008694408936, 0.24966075686669342] User Vector: [1.7895468950869111, -0.019771226316639544] Predicted: 3.669542096260811 Movie Vector: [1.7970729963823127, -0.053922167790806046] User Vector: [1.7437740401922672, -0.7360486803310675] Predicted: 3.173378579865022 Movie Vector: [1.6908250047334712, -0.49654690615968516] User Vector: [2.215957381137848, -0.2907706720835929] Predicted: 3.8911774270766526 Movie Vector: [1.7748268703513808, -0.3830783965449549] User Vector: [1.9449546386911263, -0.424234923666116] Predicted: 3.6144729886799594 Movie Vector: [2.332450660111756, -0.32525111229620235] User Vector: [2.2153424161219912, 0.2402885175852074] Predicted: 5.089022773240717 Movie Vector: [1.9572829558564528, -0.062432456077888006] User Vector: [1.6805792277100058, -0.4937507484598385] Predicted: 3.320195150279838 Movie Vector: [2.1285053261283213, -0.16416458164112657] User Vector: [2.0916175074178986, 0.05258134119809123] Predicted: 4.4433870108823275 Movie Vector: [2.0237094170992855, 0.1727209574943552] User Vector: [1.6407096342053737, 0.2566571535829835] Predicted: 3.3646496067815677 Movie Vector: [2.1742518750752864, -0.23399545769585686] User Vector: [1.7526114792892997, 0.1298190606024724] Predicted: 3.78024172461991 Movie Vector: [1.998600438489773, -0.37546816646138953] User Vector: [1.9159756081311465, -0.41798009354956134] Predicted: 3.986207909889033 Movie Vector: [1.8931438856544487, -0.05353788439772672] User Vector: [1.900193006493021, -0.655757672463302] Predicted: 3.632446650266869 Movie Vector: [1.7466768507151877, -0.6447189594250572] User Vector: [1.9970082140415137, -0.5373235481247498] Predicted: 3.834550696975961 Movie Vector: [2.3180643537286683, -0.10278407630173486] User Vector: [1.5772721468475406, -0.4237094605173558] Predicted: 3.699768925255956 Movie Vector: [2.1090760033826874, -0.46038158604552537] User Vector: [1.920762827614137, -0.25111893636781185] Predicted: 4.166645322121532 Movie Vector: [1.0148455624071577, -0.9084337238600138] User Vector: [1.7917192341180204, 0.2723347388934794] Predicted: 1.5709202528347763 Movie Vector: [1.8992555186691777, -0.355125436217513] User Vector: [1.8333975897057468, 0.17658268768645521] Predicted: 3.419381486170295 Movie Vector: [1.5012484552178584, -0.6620004312739226] User Vector: [1.9770637440978562, -0.6478453940961995] Predicted: 3.3969378219846504 Movie Vector: [1.85577142634928, -0.12515408814192489] User Vector: [2.0119467443435286, -0.02827275186083198] Predicted: 3.7372517299675856 Movie Vector: [2.0998029293746274, -0.11087754809177512] User Vector: [1.6666152990672476, -0.42484041478712986] Predicted: 3.546668950643867 Movie Vector: [2.0029259429409043, 0.03510674888228653] User Vector: [2.035117107943646, -0.41250158549640153] Predicted: 4.0617072628476265 Movie Vector: [1.987431309933237, 0.020434686041876125] User Vector: [1.6862280727781616, -0.3411472419431736] Predicted: 3.3442912307445387 Movie Vector: [2.193948906162856, 0.2110083641890021] User Vector: [1.5771412613469593, -0.4683880314623554] Predicted: 3.36133355287189 Movie Vector: [1.597882346013157, -0.5524424261329186] User Vector: [1.9333659747416376, -0.07542896982451322] Predicted: 3.130961522512743 Movie Vector: [1.755456352150184, -0.6470812095293126] User Vector: [1.6157395157936043, -0.39392919126670173] Predicted: 3.0912643739737065 Movie Vector: [2.0166496896259796, -0.3904120449980491] User Vector: [1.8845690668199377, -0.7636013606779677] Predicted: 4.0986347924667275 Movie Vector: [1.9800232272027556, -0.5215987368059907] User Vector: [1.9173723310193886, -0.694882104077493] Predicted: 4.158891378330189 Movie Vector: [2.070984411718829, -0.7128142476913844] User Vector: [2.1789504433468254, 0.23882509385686057] Predicted: 4.342334472471705 Movie Vector: [1.6117765644191235, 0.3465736430766922] User Vector: [1.5503013346674508, -0.5996872098515483] Predicted: 2.290903577979938 Movie Vector: [1.8745451063807048, -0.3036731018799129] User Vector: [1.588839740681265, -0.723001968530607] Predicted: 3.197908011166226 Movie Vector: [1.6599581325846111, -0.300224110474437] User Vector: [1.8294275557542834, -0.4254439768341357] Predicted: 3.1645016886504456 Movie Vector: [1.7827705539532102, -0.19955102576333886] User Vector: [1.762722388466305, -0.29695573662072594] Predicted: 3.2017873908007743 Movie Vector: [2.1373852407096035, -0.18115741022437507] User Vector: [2.2894257936595643, -0.5496832548467512] Predicted: 4.992964095959566 Movie Vector: [1.8133004539526532, -0.14137947726422076] User Vector: [1.7992236524651695, -0.08269249477616433] Predicted: 3.2742240874625708 Movie Vector: [2.1005706584629307, -0.45926960431671204] User Vector: [1.7906856485046705, 0.48742007391851055] Predicted: 3.537604507294999 Movie Vector: [1.6383502228546964, -0.48966133709404885] User Vector: [1.9251778945680924, 0.009990252596040717] Predicted: 3.149223792156485 Movie Vector: [1.7320453577840476, -0.1703133315745523] User Vector: [1.6070521408053138, -0.1438111229757985] Predicted: 2.8079801516702454 Movie Vector: [1.0131358141839153, -1.33868620120939] User Vector: [1.5572617438560865, -0.9317716448773603] Predicted: 2.8250674884345983 Movie Vector: [2.2018964552797176, 0.01580521744595048] User Vector: [1.9342426363464218, -0.1147979153666186] Predicted: 4.257187598607371 Movie Vector: [1.1016633464065662, -0.20862495492865235] User Vector: [1.895350814644918, -0.6808536427362325] Predicted: 2.230081581604987 Movie Vector: [0.7108213883187801, -1.4390690524964713] User Vector: [1.4284687102338995, -0.7586422840482658] Predicted: 2.1071247446674946 Movie Vector: [1.623157657243052, -0.6999426123448939] User Vector: [1.4037442378529634, -0.06441683320858572] Predicted: 2.3235862949968524 Movie Vector: [1.9812496312737344, -0.7482426730791295] User Vector: [1.5663275756434185, -0.7660775652697003] Predicted: 3.6764978569207574 Movie Vector:
avg loss: 0.9312108197099748: 87%|███████████████████████████████████████▎ | 61208/70000 [01:27<00:12, 712.91it/s]